warning: commands will be executed using /bin/sh
job 2293 at Thu Sep  5 18:12:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08292013_reo/gatsby140_08292013_reo
ElecNo	9
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
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 2523630 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 841210 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 44265 members 
Mstep: Class 4 contains 44021 members 
Mstep: Class 5 contains 44065 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 44162 members 
Mstep: Class 8 contains 44356 members 
Mstep: Class 9 contains 44008 members 
Mstep: Class 10 contains 44268 members 
Mstep: Class 11 contains 44674 members 
Mstep: Class 12 contains 44022 members 
Mstep: Class 13 contains 44266 members 
Mstep: Class 14 contains 44519 members 
Mstep: Class 15 contains 44313 members 
Mstep: Class 16 contains 44473 members 
Mstep: Class 17 contains 44242 members 
Mstep: Class 18 contains 44042 members 
Mstep: Class 19 contains 44319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1388.059937 but Gain 2216.921875
Score: -98330800.000000 Penalty: 39904.593750
Iteration 0F: 19 clusters Score -9.83308e+07 nChanged 796862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1400 members 
Mstep: Class 1 contains 70907 members 
Mstep: Class 2 contains 10386 members 
Mstep: Class 3 contains 65794 members 
Mstep: Class 4 contains 21397 members 
Mstep: Class 5 contains 460354 members 
Mstep: Class 6 contains 10412 members 
Mstep: Class 7 contains 8982 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 35121 members 
Mstep: Class 11 contains 42781 members 
Mstep: Class 12 contains 24193 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 20138 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 17 contains 17799 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 24568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99913984.000000 Penalty: 39904.593750
Iteration 1F: 19 clusters Score -9.991398e+07 nChanged 312760
Entering Unmasked Mstep 
Mstep: Class 0 contains 1259 members 
Mstep: Class 1 contains 186871 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 93276 members 
Mstep: Class 4 contains 29689 members 
Mstep: Class 5 contains 329693 members 
Mstep: Class 6 contains 10534 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 42433 members 
Mstep: Class 11 contains 55755 members 
Mstep: Class 12 contains 17132 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 13813 members 
Mstep: Class 15 contains 2652 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 19 contains 21062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100782320.000000 Penalty: 39904.593750
Iteration 2F: 19 clusters Score -1.007823e+08 nChanged 250175
Entering Unmasked Mstep 
Mstep: Class 0 contains 1150 members 
Mstep: Class 1 contains 291058 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 114083 members 
Mstep: Class 4 contains 24953 members 
Mstep: Class 5 contains 235518 members 
Mstep: Class 6 contains 9565 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 1377 members 
Mstep: Class 10 contains 39291 members 
Mstep: Class 11 contains 59288 members 
Mstep: Class 12 contains 17871 members 
Mstep: Class 13 contains 3589 members 
Mstep: Class 14 contains 8403 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 17 contains 7904 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 14925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1627.930176 but Gain 2216.921875
Score: -100853088.000000 Penalty: 37687.671875
Iteration 3F: 18 clusters Score -1.008531e+08 nChanged 212495
Entering Unmasked Mstep 
Mstep: Class 0 contains 1041 members 
Mstep: Class 1 contains 216789 members 
Mstep: Class 2 contains 3817 members 
Mstep: Class 3 contains 165206 members 
Mstep: Class 4 contains 23470 members 
Mstep: Class 5 contains 257270 members 
Mstep: Class 6 contains 8061 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 41486 members 
Mstep: Class 11 contains 71642 members 
Mstep: Class 12 contains 18932 members 
Mstep: Class 13 contains 4490 members 
Mstep: Class 14 contains 5932 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 17 contains 5676 members 
Mstep: Class 19 contains 13352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1909.284302 but Gain 2216.921875
Score: -101042696.000000 Penalty: 35470.750000
Iteration 4F: 17 clusters Score -1.010427e+08 nChanged 156917
Entering Unmasked Mstep 
Mstep: Class 0 contains 821 members 
Mstep: Class 1 contains 208946 members 
Mstep: Class 2 contains 3706 members 
Mstep: Class 3 contains 217098 members 
Mstep: Class 4 contains 22839 members 
Mstep: Class 5 contains 203270 members 
Mstep: Class 6 contains 6932 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 980 members 
Mstep: Class 10 contains 43839 members 
Mstep: Class 11 contains 85414 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 5690 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 17 contains 4197 members 
Mstep: Class 19 contains 13068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101190840.000000 Penalty: 35470.750000
Iteration 5F: 17 clusters Score -1.011908e+08 nChanged 134638
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 171649 members 
Mstep: Class 2 contains 3844 members 
Mstep: Class 3 contains 231687 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 206856 members 
Mstep: Class 6 contains 6234 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 10 contains 49556 members 
Mstep: Class 11 contains 99403 members 
Mstep: Class 12 contains 17178 members 
Mstep: Class 13 contains 7019 members 
Mstep: Class 14 contains 4403 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 17 contains 3353 members 
Mstep: Class 19 contains 13795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101316856.000000 Penalty: 35470.750000
Iteration 6F: 17 clusters Score -1.013169e+08 nChanged 126258
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 186377 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 204937 members 
Mstep: Class 4 contains 22368 members 
Mstep: Class 5 contains 197182 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 10 contains 56893 members 
Mstep: Class 11 contains 112961 members 
Mstep: Class 12 contains 16011 members 
Mstep: Class 13 contains 7862 members 
Mstep: Class 14 contains 4547 members 
Mstep: Class 15 contains 1759 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 19 contains 14954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101387896.000000 Penalty: 35470.750000
Iteration 7F: 17 clusters Score -1.013879e+08 nChanged 107526
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 183361 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 180543 members 
Mstep: Class 4 contains 23158 members 
Mstep: Class 5 contains 198651 members 
Mstep: Class 6 contains 5241 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 9 contains 883 members 
Mstep: Class 10 contains 66278 members 
Mstep: Class 11 contains 127354 members 
Mstep: Class 12 contains 14705 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 4905 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 19 contains 16184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101454904.000000 Penalty: 35470.750000
Iteration 8F: 17 clusters Score -1.014549e+08 nChanged 96356
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 177438 members 
Mstep: Class 2 contains 6069 members 
Mstep: Class 3 contains 154796 members 
Mstep: Class 4 contains 24653 members 
Mstep: Class 5 contains 206522 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 910 members 
Mstep: Class 10 contains 77675 members 
Mstep: Class 11 contains 136681 members 
Mstep: Class 12 contains 13293 members 
Mstep: Class 13 contains 8756 members 
Mstep: Class 14 contains 5685 members 
Mstep: Class 15 contains 2389 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 19 contains 17134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101498992.000000 Penalty: 35470.750000
Iteration 9F: 17 clusters Score -1.01499e+08 nChanged 81783
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 134575 members 
Mstep: Class 4 contains 27332 members 
Mstep: Class 5 contains 215373 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 8 contains 1014 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 89234 members 
Mstep: Class 11 contains 137511 members 
Mstep: Class 12 contains 12016 members 
Mstep: Class 13 contains 9036 members 
Mstep: Class 14 contains 6713 members 
Mstep: Class 15 contains 2531 members 
Mstep: Class 17 contains 3352 members 
Mstep: Class 19 contains 17915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101517168.000000 Penalty: 35470.750000
Iteration 10F: 17 clusters Score -1.015172e+08 nChanged 71229
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 160662 members 
Mstep: Class 2 contains 8118 members 
Mstep: Class 3 contains 122885 members 
Mstep: Class 4 contains 32325 members 
Mstep: Class 5 contains 222304 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 996 members 
Mstep: Class 10 contains 100629 members 
Mstep: Class 11 contains 134553 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 9290 members 
Mstep: Class 14 contains 7911 members 
Mstep: Class 15 contains 2580 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 19 contains 18985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101520568.000000 Penalty: 35470.750000
Iteration 11F: 17 clusters Score -1.015206e+08 nChanged 72720
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 138555 members 
Mstep: Class 2 contains 8959 members 
Mstep: Class 3 contains 120046 members 
Mstep: Class 4 contains 41301 members 
Mstep: Class 5 contains 228701 members 
Mstep: Class 6 contains 4186 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 1052 members 
Mstep: Class 10 contains 110225 members 
Mstep: Class 11 contains 131610 members 
Mstep: Class 12 contains 9933 members 
Mstep: Class 13 contains 9364 members 
Mstep: Class 14 contains 9126 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 17 contains 3911 members 
Mstep: Class 19 contains 20559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101573872.000000 Penalty: 35470.750000
Iteration 12F: 17 clusters Score -1.015739e+08 nChanged 63368
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 126997 members 
Mstep: Class 2 contains 9705 members 
Mstep: Class 3 contains 116062 members 
Mstep: Class 4 contains 55063 members 
Mstep: Class 5 contains 226108 members 
Mstep: Class 6 contains 4108 members 
Mstep: Class 8 contains 1005 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 117696 members 
Mstep: Class 11 contains 125522 members 
Mstep: Class 12 contains 9166 members 
Mstep: Class 13 contains 9380 members 
Mstep: Class 14 contains 10415 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 17 contains 4046 members 
Mstep: Class 19 contains 22169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101643320.000000 Penalty: 35470.750000
Iteration 13F: 17 clusters Score -1.016433e+08 nChanged 61362
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 117498 members 
Mstep: Class 2 contains 10366 members 
Mstep: Class 3 contains 112579 members 
Mstep: Class 4 contains 74120 members 
Mstep: Class 5 contains 219329 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 9 contains 1159 members 
Mstep: Class 10 contains 121382 members 
Mstep: Class 11 contains 119779 members 
Mstep: Class 12 contains 8566 members 
Mstep: Class 13 contains 9287 members 
Mstep: Class 14 contains 11647 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 17 contains 4024 members 
Mstep: Class 19 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101732152.000000 Penalty: 35470.750000
Iteration 14F: 17 clusters Score -1.017322e+08 nChanged 61191
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 10902 members 
Mstep: Class 3 contains 109361 members 
Mstep: Class 4 contains 97154 members 
Mstep: Class 5 contains 210290 members 
Mstep: Class 6 contains 4056 members 
Mstep: Class 8 contains 991 members 
Mstep: Class 9 contains 1187 members 
Mstep: Class 10 contains 121938 members 
Mstep: Class 11 contains 113922 members 
Mstep: Class 12 contains 8112 members 
Mstep: Class 13 contains 9077 members 
Mstep: Class 14 contains 12712 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 19 contains 25179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101832800.000000 Penalty: 35470.750000
Iteration 15F: 17 clusters Score -1.018328e+08 nChanged 59997
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 11256 members 
Mstep: Class 3 contains 106911 members 
Mstep: Class 4 contains 119378 members 
Mstep: Class 5 contains 202807 members 
Mstep: Class 6 contains 4053 members 
Mstep: Class 8 contains 980 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 122023 members 
Mstep: Class 11 contains 106230 members 
Mstep: Class 12 contains 7790 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 13637 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 17 contains 3681 members 
Mstep: Class 19 contains 26320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101909336.000000 Penalty: 35470.750000
Iteration 16F: 17 clusters Score -1.019093e+08 nChanged 52743
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 98889 members 
Mstep: Class 2 contains 11379 members 
Mstep: Class 3 contains 106430 members 
Mstep: Class 4 contains 132721 members 
Mstep: Class 5 contains 197506 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 124085 members 
Mstep: Class 11 contains 99504 members 
Mstep: Class 12 contains 7548 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 14 contains 14561 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 17 contains 3555 members 
Mstep: Class 19 contains 27406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101961152.000000 Penalty: 35470.750000
Iteration 17F: 17 clusters Score -1.019612e+08 nChanged 41430
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 11301 members 
Mstep: Class 3 contains 106532 members 
Mstep: Class 4 contains 138709 members 
Mstep: Class 5 contains 193419 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 127098 members 
Mstep: Class 11 contains 94953 members 
Mstep: Class 12 contains 7379 members 
Mstep: Class 13 contains 8709 members 
Mstep: Class 14 contains 15383 members 
Mstep: Class 15 contains 2542 members 
Mstep: Class 17 contains 3570 members 
Mstep: Class 19 contains 28499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101991816.000000 Penalty: 35470.750000
Iteration 18Q: 17 clusters Score -1.019918e+08 nChanged 32242
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 11061 members 
Mstep: Class 3 contains 106044 members 
Mstep: Class 4 contains 141706 members 
Mstep: Class 5 contains 190312 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 8 contains 947 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 130256 members 
Mstep: Class 11 contains 91834 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 16022 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 19 contains 29491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102011096.000000 Penalty: 35470.750000
Iteration 19Q: 17 clusters Score -1.020111e+08 nChanged 25163
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 10718 members 
Mstep: Class 3 contains 104953 members 
Mstep: Class 4 contains 142910 members 
Mstep: Class 5 contains 188177 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 133069 members 
Mstep: Class 11 contains 89778 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 8743 members 
Mstep: Class 14 contains 16434 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 19 contains 30271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102024000.000000 Penalty: 35470.750000
Iteration 20F: 17 clusters Score -1.02024e+08 nChanged 20028
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 97660 members 
Mstep: Class 2 contains 10368 members 
Mstep: Class 3 contains 103336 members 
Mstep: Class 4 contains 143438 members 
Mstep: Class 5 contains 186758 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 8 contains 923 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 135294 members 
Mstep: Class 11 contains 88260 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 8725 members 
Mstep: Class 14 contains 16690 members 
Mstep: Class 15 contains 2606 members 
Mstep: Class 17 contains 3674 members 
Mstep: Class 19 contains 30927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102033800.000000 Penalty: 35470.750000
Iteration 21Q: 17 clusters Score -1.020338e+08 nChanged 16684
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 99286 members 
Mstep: Class 2 contains 10052 members 
Mstep: Class 3 contains 101319 members 
Mstep: Class 4 contains 143722 members 
Mstep: Class 5 contains 185730 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 136940 members 
Mstep: Class 11 contains 87304 members 
Mstep: Class 12 contains 7098 members 
Mstep: Class 13 contains 8682 members 
Mstep: Class 14 contains 16876 members 
Mstep: Class 15 contains 2632 members 
Mstep: Class 17 contains 3680 members 
Mstep: Class 19 contains 31540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102041176.000000 Penalty: 35470.750000
Iteration 22Q: 17 clusters Score -1.020412e+08 nChanged 14641
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 9754 members 
Mstep: Class 3 contains 99147 members 
Mstep: Class 4 contains 143747 members 
Mstep: Class 5 contains 184969 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 138266 members 
Mstep: Class 11 contains 86778 members 
Mstep: Class 12 contains 7069 members 
Mstep: Class 13 contains 8622 members 
Mstep: Class 14 contains 17021 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 17 contains 3686 members 
Mstep: Class 19 contains 32213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102047768.000000 Penalty: 35470.750000
Iteration 23Q: 17 clusters Score -1.020478e+08 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 9470 members 
Mstep: Class 3 contains 97200 members 
Mstep: Class 4 contains 143628 members 
Mstep: Class 5 contains 184345 members 
Mstep: Class 6 contains 4106 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 139224 members 
Mstep: Class 11 contains 86895 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 8598 members 
Mstep: Class 14 contains 17100 members 
Mstep: Class 15 contains 2685 members 
Mstep: Class 17 contains 3671 members 
Mstep: Class 19 contains 32825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102053464.000000 Penalty: 35470.750000
Iteration 24Q: 17 clusters Score -1.020535e+08 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 9249 members 
Mstep: Class 3 contains 95846 members 
Mstep: Class 4 contains 143437 members 
Mstep: Class 5 contains 183764 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 139918 members 
Mstep: Class 11 contains 87545 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 8577 members 
Mstep: Class 14 contains 17155 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 17 contains 3655 members 
Mstep: Class 19 contains 33423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102057696.000000 Penalty: 35470.750000
Iteration 25Q: 17 clusters Score -1.020577e+08 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 102332 members 
Mstep: Class 2 contains 9085 members 
Mstep: Class 3 contains 94894 members 
Mstep: Class 4 contains 143071 members 
Mstep: Class 5 contains 183282 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 140400 members 
Mstep: Class 11 contains 88744 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 8565 members 
Mstep: Class 14 contains 17161 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 19 contains 33943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102061000.000000 Penalty: 35470.750000
Iteration 26Q: 17 clusters Score -1.02061e+08 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 8942 members 
Mstep: Class 3 contains 94385 members 
Mstep: Class 4 contains 142521 members 
Mstep: Class 5 contains 182881 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 140672 members 
Mstep: Class 11 contains 90311 members 
Mstep: Class 12 contains 7052 members 
Mstep: Class 13 contains 8543 members 
Mstep: Class 14 contains 17189 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 17 contains 3610 members 
Mstep: Class 19 contains 34314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102064088.000000 Penalty: 35470.750000
Iteration 27Q: 17 clusters Score -1.020641e+08 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 8869 members 
Mstep: Class 3 contains 94236 members 
Mstep: Class 4 contains 141919 members 
Mstep: Class 5 contains 182587 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 140716 members 
Mstep: Class 11 contains 92020 members 
Mstep: Class 12 contains 7072 members 
Mstep: Class 13 contains 8527 members 
Mstep: Class 14 contains 17186 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 19 contains 34563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102066616.000000 Penalty: 35470.750000
Iteration 28Q: 17 clusters Score -1.020666e+08 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 99890 members 
Mstep: Class 2 contains 8816 members 
Mstep: Class 3 contains 94267 members 
Mstep: Class 4 contains 141348 members 
Mstep: Class 5 contains 182286 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 140519 members 
Mstep: Class 11 contains 93950 members 
Mstep: Class 12 contains 7098 members 
Mstep: Class 13 contains 8514 members 
Mstep: Class 14 contains 17183 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 17 contains 3592 members 
Mstep: Class 19 contains 34676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102068464.000000 Penalty: 35470.750000
Iteration 29Q: 17 clusters Score -1.020685e+08 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 8780 members 
Mstep: Class 3 contains 94361 members 
Mstep: Class 4 contains 140741 members 
Mstep: Class 5 contains 182069 members 
Mstep: Class 6 contains 4125 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 140154 members 
Mstep: Class 11 contains 96002 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 8505 members 
Mstep: Class 14 contains 17166 members 
Mstep: Class 15 contains 2735 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 19 contains 34576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102069424.000000 Penalty: 35470.750000
Iteration 30Q: 17 clusters Score -1.020694e+08 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 98226 members 
Mstep: Class 2 contains 8774 members 
Mstep: Class 3 contains 94509 members 
Mstep: Class 4 contains 140170 members 
Mstep: Class 5 contains 181901 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 139672 members 
Mstep: Class 11 contains 98145 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 8482 members 
Mstep: Class 14 contains 17163 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 19 contains 34378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102070616.000000 Penalty: 35470.750000
Iteration 31Q: 17 clusters Score -1.020706e+08 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 8795 members 
Mstep: Class 3 contains 94776 members 
Mstep: Class 4 contains 139680 members 
Mstep: Class 5 contains 181740 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 139061 members 
Mstep: Class 11 contains 100328 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 8472 members 
Mstep: Class 14 contains 17158 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 3582 members 
Mstep: Class 19 contains 34059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102071320.000000 Penalty: 35470.750000
Iteration 32Q: 17 clusters Score -1.020713e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 96633 members 
Mstep: Class 2 contains 8832 members 
Mstep: Class 3 contains 95008 members 
Mstep: Class 4 contains 139142 members 
Mstep: Class 5 contains 181608 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 138471 members 
Mstep: Class 11 contains 102485 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 8463 members 
Mstep: Class 14 contains 17149 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 19 contains 33644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102071536.000000 Penalty: 35470.750000
Iteration 33Q: 17 clusters Score -1.020715e+08 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 8894 members 
Mstep: Class 3 contains 95161 members 
Mstep: Class 4 contains 138703 members 
Mstep: Class 5 contains 181467 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 1251 members 
Mstep: Class 10 contains 137878 members 
Mstep: Class 11 contains 104497 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 8443 members 
Mstep: Class 14 contains 17149 members 
Mstep: Class 15 contains 2753 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 19 contains 33189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102071592.000000 Penalty: 35470.750000
Iteration 34Q: 17 clusters Score -1.020716e+08 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 95654 members 
Mstep: Class 2 contains 8956 members 
Mstep: Class 3 contains 95276 members 
Mstep: Class 4 contains 138292 members 
Mstep: Class 5 contains 181391 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 8 contains 886 members 
Mstep: Class 9 contains 1251 members 
Mstep: Class 10 contains 137305 members 
Mstep: Class 11 contains 106208 members 
Mstep: Class 12 contains 7085 members 
Mstep: Class 13 contains 8449 members 
Mstep: Class 14 contains 17154 members 
Mstep: Class 15 contains 2756 members 
Mstep: Class 17 contains 3592 members 
Mstep: Class 19 contains 32774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102071488.000000 Penalty: 35470.750000
Iteration 35Q: 17 clusters Score -1.020715e+08 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 9030 members 
Mstep: Class 3 contains 95318 members 
Mstep: Class 4 contains 137999 members 
Mstep: Class 5 contains 181428 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 8 contains 883 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 136846 members 
Mstep: Class 11 contains 107362 members 
Mstep: Class 12 contains 7068 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 14 contains 17164 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 17 contains 3592 members 
Mstep: Class 19 contains 32423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102070952.000000 Penalty: 35470.750000
Iteration 36Q: 17 clusters Score -1.02071e+08 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 95342 members 
Mstep: Class 2 contains 9097 members 
Mstep: Class 3 contains 95343 members 
Mstep: Class 4 contains 137831 members 
Mstep: Class 5 contains 181526 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 136493 members 
Mstep: Class 11 contains 108056 members 
Mstep: Class 12 contains 7046 members 
Mstep: Class 13 contains 8477 members 
Mstep: Class 14 contains 17175 members 
Mstep: Class 15 contains 2757 members 
Mstep: Class 17 contains 3595 members 
Mstep: Class 19 contains 32150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102070264.000000 Penalty: 35470.750000
Iteration 37Q: 17 clusters Score -1.020703e+08 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95398 members 
Mstep: Class 2 contains 9151 members 
Mstep: Class 3 contains 95303 members 
Mstep: Class 4 contains 137741 members 
Mstep: Class 5 contains 181708 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 136282 members 
Mstep: Class 11 contains 108269 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 8497 members 
Mstep: Class 14 contains 17187 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 17 contains 3607 members 
Mstep: Class 19 contains 31956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102069616.000000 Penalty: 35470.750000
Iteration 38Q: 17 clusters Score -1.020696e+08 nChanged 2788
Entering ConstructFrom: 
Score: -102069616.000000 Penalty: 35470.750000
Entering ConstructFrom: 
Trying to split cluster 1 (95461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95461 members 
Entering Unmasked Estep 
Score: -11973371.000000 Penalty: 1863.301758
	Iteration 0F: 2 clusters Score -1.197337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -11912262.000000 Penalty: 3726.603516
	Iteration 0F: 3 clusters Score -1.191226e+07 nChanged 45768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -11939200.000000 Penalty: 3726.603516
	Iteration 1F: 3 clusters Score -1.19392e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -11940139.000000 Penalty: 3726.603516
	Iteration 2Q: 3 clusters Score -1.194014e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -11941474.000000 Penalty: 3726.603516
	Iteration 3Q: 3 clusters Score -1.194147e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
Score: -11943131.000000 Penalty: 3726.603516
	Iteration 4F: 3 clusters Score -1.194313e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -11945382.000000 Penalty: 3726.603516
	Iteration 5F: 3 clusters Score -1.194538e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -11948708.000000 Penalty: 3726.603516
	Iteration 6F: 3 clusters Score -1.194871e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -11952756.000000 Penalty: 3726.603516
	Iteration 7F: 3 clusters Score -1.195276e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -11955874.000000 Penalty: 3726.603516
	Iteration 8F: 3 clusters Score -1.195587e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -11957169.000000 Penalty: 3726.603516
	Iteration 9Q: 3 clusters Score -1.195717e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -11957794.000000 Penalty: 3726.603516
	Iteration 10Q: 3 clusters Score -1.195779e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -11958162.000000 Penalty: 3726.603516
	Iteration 11Q: 3 clusters Score -1.195816e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -11958689.000000 Penalty: 3726.603516
	Iteration 12Q: 3 clusters Score -1.195869e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -11959169.000000 Penalty: 3726.603516
	Iteration 13Q: 3 clusters Score -1.195917e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -11959743.000000 Penalty: 3726.603516
	Iteration 14Q: 3 clusters Score -1.195974e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -11960322.000000 Penalty: 3726.603516
	Iteration 15Q: 3 clusters Score -1.196032e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -11961111.000000 Penalty: 3726.603516
	Iteration 16Q: 3 clusters Score -1.196111e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -11961890.000000 Penalty: 3726.603516
	Iteration 17Q: 3 clusters Score -1.196189e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -11962961.000000 Penalty: 3726.603516
	Iteration 18Q: 3 clusters Score -1.196296e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -11964016.000000 Penalty: 3726.603516
	Iteration 19Q: 3 clusters Score -1.196402e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -11965437.000000 Penalty: 3726.603516
	Iteration 20F: 3 clusters Score -1.196544e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -11967099.000000 Penalty: 3726.603516
	Iteration 21Q: 3 clusters Score -1.19671e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -11968571.000000 Penalty: 3726.603516
	Iteration 22Q: 3 clusters Score -1.196857e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71273 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -11969671.000000 Penalty: 3726.603516
	Iteration 23Q: 3 clusters Score -1.196967e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -11970345.000000 Penalty: 3726.603516
	Iteration 24Q: 3 clusters Score -1.197034e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -11970625.000000 Penalty: 3726.603516
	Iteration 25Q: 3 clusters Score -1.197062e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74740 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -11970771.000000 Penalty: 3726.603516
	Iteration 26Q: 3 clusters Score -1.197077e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -11970819.000000 Penalty: 3726.603516
	Iteration 27Q: 3 clusters Score -1.197082e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -11970854.000000 Penalty: 3726.603516
	Iteration 28Q: 3 clusters Score -1.197085e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -11970790.000000 Penalty: 3726.603516
	Iteration 29Q: 3 clusters Score -1.197079e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -11970794.000000 Penalty: 3726.603516
	Iteration 30Q: 3 clusters Score -1.197079e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -11970738.000000 Penalty: 3726.603516
	Iteration 31Q: 3 clusters Score -1.197074e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -11970697.000000 Penalty: 3726.603516
	Iteration 32Q: 3 clusters Score -1.19707e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -11970630.000000 Penalty: 3726.603516
	Iteration 33Q: 3 clusters Score -1.197063e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -11970600.000000 Penalty: 3726.603516
	Iteration 34Q: 3 clusters Score -1.19706e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -11970588.000000 Penalty: 3726.603516
	Iteration 35Q: 3 clusters Score -1.197059e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -11970545.000000 Penalty: 3726.603516
	Iteration 36Q: 3 clusters Score -1.197054e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -11970585.000000 Penalty: 3726.603516
	Iteration 37Q: 3 clusters Score -1.197058e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -11970545.000000 Penalty: 3726.603516
	Iteration 38Q: 3 clusters Score -1.197054e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -11970673.000000 Penalty: 3726.603516
	Iteration 39Q: 3 clusters Score -1.197067e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -11970952.000000 Penalty: 3726.603516
	Iteration 40F: 3 clusters Score -1.197095e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -11971324.000000 Penalty: 3726.603516
	Iteration 41Q: 3 clusters Score -1.197132e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -11971610.000000 Penalty: 3726.603516
	Iteration 42Q: 3 clusters Score -1.197161e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -11971902.000000 Penalty: 3726.603516
	Iteration 43Q: 3 clusters Score -1.19719e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -11972158.000000 Penalty: 3726.603516
	Iteration 44Q: 3 clusters Score -1.197216e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -11972505.000000 Penalty: 3726.603516
	Iteration 45Q: 3 clusters Score -1.19725e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -11972761.000000 Penalty: 3726.603516
	Iteration 46Q: 3 clusters Score -1.197276e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -11972988.000000 Penalty: 3726.603516
	Iteration 47Q: 3 clusters Score -1.197299e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -11973243.000000 Penalty: 3726.603516
	Iteration 48Q: 3 clusters Score -1.197324e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -11973434.000000 Penalty: 3726.603516
	Iteration 49Q: 3 clusters Score -1.197343e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -11973574.000000 Penalty: 3726.603516
	Iteration 50Q: 3 clusters Score -1.197357e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -11973694.000000 Penalty: 3726.603516
	Iteration 51Q: 3 clusters Score -1.197369e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88424 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -11973769.000000 Penalty: 3726.603516
	Iteration 52Q: 3 clusters Score -1.197377e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -11973758.000000 Penalty: 3726.603516
	Iteration 53Q: 3 clusters Score -1.197376e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -11973715.000000 Penalty: 3726.603516
	Iteration 54Q: 3 clusters Score -1.197372e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -11973731.000000 Penalty: 3726.603516
	Iteration 55Q: 3 clusters Score -1.197373e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -11973681.000000 Penalty: 3726.603516
	Iteration 56Q: 3 clusters Score -1.197368e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -11973643.000000 Penalty: 3726.603516
	Iteration 57Q: 3 clusters Score -1.197364e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -11973645.000000 Penalty: 3726.603516
	Iteration 58Q: 3 clusters Score -1.197364e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -11973609.000000 Penalty: 3726.603516
	Iteration 59Q: 3 clusters Score -1.197361e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -11973565.000000 Penalty: 3726.603516
	Iteration 60F: 3 clusters Score -1.197356e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -11973554.000000 Penalty: 3726.603516
	Iteration 61Q: 3 clusters Score -1.197355e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -11973500.000000 Penalty: 3726.603516
	Iteration 62Q: 3 clusters Score -1.19735e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -11973451.000000 Penalty: 3726.603516
	Iteration 63Q: 3 clusters Score -1.197345e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91915 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -11973420.000000 Penalty: 3726.603516
	Iteration 64Q: 3 clusters Score -1.197342e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -11973390.000000 Penalty: 3726.603516
	Iteration 65Q: 3 clusters Score -1.197339e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -11973354.000000 Penalty: 3726.603516
	Iteration 66Q: 3 clusters Score -1.197335e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92337 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -11973344.000000 Penalty: 3726.603516
	Iteration 67Q: 3 clusters Score -1.197334e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92456 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -11973310.000000 Penalty: 3726.603516
	Iteration 68Q: 3 clusters Score -1.197331e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -11973295.000000 Penalty: 3726.603516
	Iteration 69Q: 3 clusters Score -1.19733e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -11973296.000000 Penalty: 3726.603516
	Iteration 70Q: 3 clusters Score -1.19733e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -11973258.000000 Penalty: 3726.603516
	Iteration 71Q: 3 clusters Score -1.197326e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -11973250.000000 Penalty: 3726.603516
	Iteration 72Q: 3 clusters Score -1.197325e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -11973233.000000 Penalty: 3726.603516
	Iteration 73Q: 3 clusters Score -1.197323e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -11973239.000000 Penalty: 3726.603516
	Iteration 74Q: 3 clusters Score -1.197324e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -11973194.000000 Penalty: 3726.603516
	Iteration 75Q: 3 clusters Score -1.197319e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -11973179.000000 Penalty: 3726.603516
	Iteration 76Q: 3 clusters Score -1.197318e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93125 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -11973179.000000 Penalty: 3726.603516
	Iteration 77Q: 3 clusters Score -1.197318e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93170 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -11973153.000000 Penalty: 3726.603516
	Iteration 78Q: 3 clusters Score -1.197315e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -11973140.000000 Penalty: 3726.603516
	Iteration 79Q: 3 clusters Score -1.197314e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -11973109.000000 Penalty: 3726.603516
	Iteration 80F: 3 clusters Score -1.197311e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93279 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -11973109.000000 Penalty: 3726.603516
	Iteration 81Q: 3 clusters Score -1.197311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11973109.000000 Penalty: 3726.603516
	Iteration 82Q: 3 clusters Score -1.197311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -11973103.000000 Penalty: 3726.603516
	Iteration 83Q: 3 clusters Score -1.19731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -11973103.000000 Penalty: 3726.603516
	Iteration 84Q: 3 clusters Score -1.19731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -11973107.000000 Penalty: 3726.603516
	Iteration 85Q: 3 clusters Score -1.197311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11973086.000000 Penalty: 3726.603516
	Iteration 86Q: 3 clusters Score -1.197309e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -11973082.000000 Penalty: 3726.603516
	Iteration 87Q: 3 clusters Score -1.197308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -11973101.000000 Penalty: 3726.603516
	Iteration 88Q: 3 clusters Score -1.19731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -11973085.000000 Penalty: 3726.603516
	Iteration 89Q: 3 clusters Score -1.197308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93390 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -11973084.000000 Penalty: 3726.603516
	Iteration 90Q: 3 clusters Score -1.197308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11973091.000000 Penalty: 3726.603516
	Iteration 91Q: 3 clusters Score -1.197309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93399 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11973074.000000 Penalty: 3726.603516
	Iteration 92Q: 3 clusters Score -1.197307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -11973076.000000 Penalty: 3726.603516
	Iteration 93Q: 3 clusters Score -1.197308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -11973056.000000 Penalty: 3726.603516
	Iteration 94Q: 3 clusters Score -1.197306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93420 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -11973068.000000 Penalty: 3726.603516
	Iteration 95Q: 3 clusters Score -1.197307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -11973064.000000 Penalty: 3726.603516
	Iteration 96Q: 3 clusters Score -1.197306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -11973054.000000 Penalty: 3726.603516
	Iteration 97Q: 3 clusters Score -1.197305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11973058.000000 Penalty: 3726.603516
	Iteration 98Q: 3 clusters Score -1.197306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11973063.000000 Penalty: 3726.603516
	Iteration 99Q: 3 clusters Score -1.197306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11973060.000000 Penalty: 3726.603516
	Iteration 100F: 3 clusters Score -1.197306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -11973068.000000 Penalty: 3726.603516
	Iteration 101Q: 3 clusters Score -1.197307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -11973067.000000 Penalty: 3726.603516
	Iteration 102Q: 3 clusters Score -1.197307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -11973066.000000 Penalty: 3726.603516
	Iteration 103Q: 3 clusters Score -1.197307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -11973066.000000 Penalty: 3726.603516
	Iteration 104F: 3 clusters Score -1.197307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Entering Unmasked Estep 
Score: -1056428.375000 Penalty: 1483.077759
	Iteration 0F: 2 clusters Score -1056428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1049846.000000 Penalty: 2966.155518
	Iteration 0F: 3 clusters Score -1049846 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1052253.125000 Penalty: 2966.155518
	Iteration 1F: 3 clusters Score -1052253 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1053002.000000 Penalty: 2966.155518
	Iteration 2F: 3 clusters Score -1053002 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1053919.750000 Penalty: 2966.155518
	Iteration 3F: 3 clusters Score -1053920 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1054934.500000 Penalty: 2966.155518
	Iteration 4F: 3 clusters Score -1054934 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1055878.875000 Penalty: 2966.155518
	Iteration 5F: 3 clusters Score -1055879 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1056635.000000 Penalty: 2966.155518
	Iteration 6F: 3 clusters Score -1056635 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1057050.125000 Penalty: 2966.155518
	Iteration 7Q: 3 clusters Score -1057050 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1057409.875000 Penalty: 2966.155518
	Iteration 8Q: 3 clusters Score -1057410 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1057742.875000 Penalty: 2966.155518
	Iteration 9Q: 3 clusters Score -1057743 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1058004.125000 Penalty: 2966.155518
	Iteration 10Q: 3 clusters Score -1058004 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1058180.875000 Penalty: 2966.155518
	Iteration 11Q: 3 clusters Score -1058181 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1058324.625000 Penalty: 2966.155518
	Iteration 12Q: 3 clusters Score -1058325 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1058460.375000 Penalty: 2966.155518
	Iteration 13Q: 3 clusters Score -1058460 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1058572.500000 Penalty: 2966.155518
	Iteration 14Q: 3 clusters Score -1058572 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1058675.750000 Penalty: 2966.155518
	Iteration 15Q: 3 clusters Score -1058676 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1058766.750000 Penalty: 2966.155518
	Iteration 16Q: 3 clusters Score -1058767 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1058826.500000 Penalty: 2966.155518
	Iteration 17Q: 3 clusters Score -1058826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1058850.625000 Penalty: 2966.155518
	Iteration 18Q: 3 clusters Score -1058851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1058870.000000 Penalty: 2966.155518
	Iteration 19Q: 3 clusters Score -1058870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1058885.875000 Penalty: 2966.155518
	Iteration 20F: 3 clusters Score -1058886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1058895.125000 Penalty: 2966.155518
	Iteration 21Q: 3 clusters Score -1058895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1058901.000000 Penalty: 2966.155518
	Iteration 22Q: 3 clusters Score -1058901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1058909.250000 Penalty: 2966.155518
	Iteration 23Q: 3 clusters Score -1058909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1058916.750000 Penalty: 2966.155518
	Iteration 24Q: 3 clusters Score -1058917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1058919.750000 Penalty: 2966.155518
	Iteration 25Q: 3 clusters Score -1058920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1058921.375000 Penalty: 2966.155518
	Iteration 26Q: 3 clusters Score -1058921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1058927.125000 Penalty: 2966.155518
	Iteration 27Q: 3 clusters Score -1058927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1058929.500000 Penalty: 2966.155518
	Iteration 28Q: 3 clusters Score -1058930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1058929.125000 Penalty: 2966.155518
	Iteration 29Q: 3 clusters Score -1058929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1058928.500000 Penalty: 2966.155518
	Iteration 30Q: 3 clusters Score -1058928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1058931.375000 Penalty: 2966.155518
	Iteration 31Q: 3 clusters Score -1058931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1058932.750000 Penalty: 2966.155518
	Iteration 32Q: 3 clusters Score -1058933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1058931.875000 Penalty: 2966.155518
	Iteration 33Q: 3 clusters Score -1058932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1058931.875000 Penalty: 2966.155518
	Iteration 34Q: 3 clusters Score -1058932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1058931.875000 Penalty: 2966.155518
	Iteration 35F: 3 clusters Score -1058932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 137699 members 
Mstep: Class 5 contains 181880 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 136202 members 
Mstep: Class 11 contains 108259 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 19 contains 31834 members 
Entering Unmasked Estep 
Score: -102070808.000000 Penalty: 37687.671875
Splitting cluster 2 changes total score from -102069616.000000 to -102070808.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (95272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Entering Unmasked Estep 
Score: -12037713.000000 Penalty: 1862.979736
	Iteration 0F: 2 clusters Score -1.203771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -11980698.000000 Penalty: 3725.959473
	Iteration 0F: 3 clusters Score -1.19807e+07 nChanged 45812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -12007755.000000 Penalty: 3725.959473
	Iteration 1F: 3 clusters Score -1.200776e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -12008794.000000 Penalty: 3725.959473
	Iteration 2Q: 3 clusters Score -1.200879e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -12010285.000000 Penalty: 3725.959473
	Iteration 3Q: 3 clusters Score -1.201028e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -12012344.000000 Penalty: 3725.959473
	Iteration 4Q: 3 clusters Score -1.201234e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -12015368.000000 Penalty: 3725.959473
	Iteration 5F: 3 clusters Score -1.201537e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -12019502.000000 Penalty: 3725.959473
	Iteration 6F: 3 clusters Score -1.20195e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -12024054.000000 Penalty: 3725.959473
	Iteration 7F: 3 clusters Score -1.202405e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -12027724.000000 Penalty: 3725.959473
	Iteration 8F: 3 clusters Score -1.202772e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -12029415.000000 Penalty: 3725.959473
	Iteration 9Q: 3 clusters Score -1.202942e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -12029841.000000 Penalty: 3725.959473
	Iteration 10Q: 3 clusters Score -1.202984e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -12030060.000000 Penalty: 3725.959473
	Iteration 11Q: 3 clusters Score -1.203006e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -12030295.000000 Penalty: 3725.959473
	Iteration 12Q: 3 clusters Score -1.20303e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -12030403.000000 Penalty: 3725.959473
	Iteration 13Q: 3 clusters Score -1.20304e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -12030578.000000 Penalty: 3725.959473
	Iteration 14Q: 3 clusters Score -1.203058e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -12030736.000000 Penalty: 3725.959473
	Iteration 15Q: 3 clusters Score -1.203074e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -12030797.000000 Penalty: 3725.959473
	Iteration 16Q: 3 clusters Score -1.20308e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -12030947.000000 Penalty: 3725.959473
	Iteration 17Q: 3 clusters Score -1.203095e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -12031055.000000 Penalty: 3725.959473
	Iteration 18Q: 3 clusters Score -1.203106e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -12031148.000000 Penalty: 3725.959473
	Iteration 19Q: 3 clusters Score -1.203115e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -12031236.000000 Penalty: 3725.959473
	Iteration 20F: 3 clusters Score -1.203124e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -12031331.000000 Penalty: 3725.959473
	Iteration 21Q: 3 clusters Score -1.203133e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -12031410.000000 Penalty: 3725.959473
	Iteration 22Q: 3 clusters Score -1.203141e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -12031499.000000 Penalty: 3725.959473
	Iteration 23Q: 3 clusters Score -1.20315e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -12031499.000000 Penalty: 3725.959473
	Iteration 24Q: 3 clusters Score -1.20315e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -12031545.000000 Penalty: 3725.959473
	Iteration 25Q: 3 clusters Score -1.203154e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -12031667.000000 Penalty: 3725.959473
	Iteration 26Q: 3 clusters Score -1.203167e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -12031761.000000 Penalty: 3725.959473
	Iteration 27Q: 3 clusters Score -1.203176e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -12031807.000000 Penalty: 3725.959473
	Iteration 28Q: 3 clusters Score -1.203181e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -12031871.000000 Penalty: 3725.959473
	Iteration 29Q: 3 clusters Score -1.203187e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -12031925.000000 Penalty: 3725.959473
	Iteration 30Q: 3 clusters Score -1.203192e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -12031925.000000 Penalty: 3725.959473
	Iteration 31Q: 3 clusters Score -1.203192e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -12032020.000000 Penalty: 3725.959473
	Iteration 32Q: 3 clusters Score -1.203202e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -12032066.000000 Penalty: 3725.959473
	Iteration 33Q: 3 clusters Score -1.203207e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -12032121.000000 Penalty: 3725.959473
	Iteration 34Q: 3 clusters Score -1.203212e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -12032151.000000 Penalty: 3725.959473
	Iteration 35Q: 3 clusters Score -1.203215e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -12032188.000000 Penalty: 3725.959473
	Iteration 36Q: 3 clusters Score -1.203219e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -12032216.000000 Penalty: 3725.959473
	Iteration 37Q: 3 clusters Score -1.203222e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -12032234.000000 Penalty: 3725.959473
	Iteration 38Q: 3 clusters Score -1.203223e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -12032269.000000 Penalty: 3725.959473
	Iteration 39Q: 3 clusters Score -1.203227e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -12032296.000000 Penalty: 3725.959473
	Iteration 40F: 3 clusters Score -1.20323e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -12032327.000000 Penalty: 3725.959473
	Iteration 41Q: 3 clusters Score -1.203233e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -12032341.000000 Penalty: 3725.959473
	Iteration 42Q: 3 clusters Score -1.203234e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -12032371.000000 Penalty: 3725.959473
	Iteration 43Q: 3 clusters Score -1.203237e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -12032387.000000 Penalty: 3725.959473
	Iteration 44Q: 3 clusters Score -1.203239e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -12032410.000000 Penalty: 3725.959473
	Iteration 45Q: 3 clusters Score -1.203241e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -12032418.000000 Penalty: 3725.959473
	Iteration 46Q: 3 clusters Score -1.203242e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -12032460.000000 Penalty: 3725.959473
	Iteration 47Q: 3 clusters Score -1.203246e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -12032489.000000 Penalty: 3725.959473
	Iteration 48Q: 3 clusters Score -1.203249e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -12032479.000000 Penalty: 3725.959473
	Iteration 49Q: 3 clusters Score -1.203248e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -12032472.000000 Penalty: 3725.959473
	Iteration 50Q: 3 clusters Score -1.203247e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -12032494.000000 Penalty: 3725.959473
	Iteration 51Q: 3 clusters Score -1.203249e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -12032487.000000 Penalty: 3725.959473
	Iteration 52Q: 3 clusters Score -1.203249e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -12032477.000000 Penalty: 3725.959473
	Iteration 53Q: 3 clusters Score -1.203248e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -12032492.000000 Penalty: 3725.959473
	Iteration 54Q: 3 clusters Score -1.203249e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -12032499.000000 Penalty: 3725.959473
	Iteration 55Q: 3 clusters Score -1.20325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -12032514.000000 Penalty: 3725.959473
	Iteration 56Q: 3 clusters Score -1.203251e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -12032517.000000 Penalty: 3725.959473
	Iteration 57Q: 3 clusters Score -1.203252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -12032523.000000 Penalty: 3725.959473
	Iteration 58Q: 3 clusters Score -1.203252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -12032512.000000 Penalty: 3725.959473
	Iteration 59Q: 3 clusters Score -1.203251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -12032532.000000 Penalty: 3725.959473
	Iteration 60F: 3 clusters Score -1.203253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -12032543.000000 Penalty: 3725.959473
	Iteration 61Q: 3 clusters Score -1.203254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -12032543.000000 Penalty: 3725.959473
	Iteration 62Q: 3 clusters Score -1.203254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -12032553.000000 Penalty: 3725.959473
	Iteration 63Q: 3 clusters Score -1.203255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -12032555.000000 Penalty: 3725.959473
	Iteration 64Q: 3 clusters Score -1.203256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -12032543.000000 Penalty: 3725.959473
	Iteration 65Q: 3 clusters Score -1.203254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -12032527.000000 Penalty: 3725.959473
	Iteration 66Q: 3 clusters Score -1.203253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -12032525.000000 Penalty: 3725.959473
	Iteration 67Q: 3 clusters Score -1.203252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -12032540.000000 Penalty: 3725.959473
	Iteration 68Q: 3 clusters Score -1.203254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -12032558.000000 Penalty: 3725.959473
	Iteration 69Q: 3 clusters Score -1.203256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -12032560.000000 Penalty: 3725.959473
	Iteration 70Q: 3 clusters Score -1.203256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -12032548.000000 Penalty: 3725.959473
	Iteration 71Q: 3 clusters Score -1.203255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -12032539.000000 Penalty: 3725.959473
	Iteration 72Q: 3 clusters Score -1.203254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -12032549.000000 Penalty: 3725.959473
	Iteration 73Q: 3 clusters Score -1.203255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -12032567.000000 Penalty: 3725.959473
	Iteration 74Q: 3 clusters Score -1.203257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -12032573.000000 Penalty: 3725.959473
	Iteration 75Q: 3 clusters Score -1.203257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -12032577.000000 Penalty: 3725.959473
	Iteration 76Q: 3 clusters Score -1.203258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -12032581.000000 Penalty: 3725.959473
	Iteration 77Q: 3 clusters Score -1.203258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -12032590.000000 Penalty: 3725.959473
	Iteration 78Q: 3 clusters Score -1.203259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -12032600.000000 Penalty: 3725.959473
	Iteration 79Q: 3 clusters Score -1.20326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -12032607.000000 Penalty: 3725.959473
	Iteration 80F: 3 clusters Score -1.203261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -12032611.000000 Penalty: 3725.959473
	Iteration 81Q: 3 clusters Score -1.203261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -12032615.000000 Penalty: 3725.959473
	Iteration 82Q: 3 clusters Score -1.203262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -12032623.000000 Penalty: 3725.959473
	Iteration 83Q: 3 clusters Score -1.203262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -12032625.000000 Penalty: 3725.959473
	Iteration 84Q: 3 clusters Score -1.203262e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -12032628.000000 Penalty: 3725.959473
	Iteration 85Q: 3 clusters Score -1.203263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -12032623.000000 Penalty: 3725.959473
	Iteration 86Q: 3 clusters Score -1.203262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -12032645.000000 Penalty: 3725.959473
	Iteration 87Q: 3 clusters Score -1.203264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -12032662.000000 Penalty: 3725.959473
	Iteration 88Q: 3 clusters Score -1.203266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -12032675.000000 Penalty: 3725.959473
	Iteration 89Q: 3 clusters Score -1.203268e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -12032677.000000 Penalty: 3725.959473
	Iteration 90Q: 3 clusters Score -1.203268e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -12032706.000000 Penalty: 3725.959473
	Iteration 91Q: 3 clusters Score -1.203271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -12032713.000000 Penalty: 3725.959473
	Iteration 92Q: 3 clusters Score -1.203271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -12032719.000000 Penalty: 3725.959473
	Iteration 93Q: 3 clusters Score -1.203272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -12032715.000000 Penalty: 3725.959473
	Iteration 94Q: 3 clusters Score -1.203272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -12032714.000000 Penalty: 3725.959473
	Iteration 95Q: 3 clusters Score -1.203271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -12032719.000000 Penalty: 3725.959473
	Iteration 96Q: 3 clusters Score -1.203272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -12032727.000000 Penalty: 3725.959473
	Iteration 97Q: 3 clusters Score -1.203273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -12032719.000000 Penalty: 3725.959473
	Iteration 98Q: 3 clusters Score -1.203272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -12032725.000000 Penalty: 3725.959473
	Iteration 99Q: 3 clusters Score -1.203272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -12032727.000000 Penalty: 3725.959473
	Iteration 100F: 3 clusters Score -1.203273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -12032732.000000 Penalty: 3725.959473
	Iteration 101Q: 3 clusters Score -1.203273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -12032731.000000 Penalty: 3725.959473
	Iteration 102Q: 3 clusters Score -1.203273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -12032735.000000 Penalty: 3725.959473
	Iteration 103Q: 3 clusters Score -1.203274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -12032727.000000 Penalty: 3725.959473
	Iteration 104Q: 3 clusters Score -1.203273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -12032736.000000 Penalty: 3725.959473
	Iteration 105Q: 3 clusters Score -1.203274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -12032730.000000 Penalty: 3725.959473
	Iteration 106Q: 3 clusters Score -1.203273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -12032730.000000 Penalty: 3725.959473
	Iteration 107Q: 3 clusters Score -1.203273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -12032728.000000 Penalty: 3725.959473
	Iteration 108Q: 3 clusters Score -1.203273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -12032732.000000 Penalty: 3725.959473
	Iteration 109Q: 3 clusters Score -1.203273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -12032726.000000 Penalty: 3725.959473
	Iteration 110Q: 3 clusters Score -1.203273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -12032726.000000 Penalty: 3725.959473
	Iteration 111F: 3 clusters Score -1.203273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (137699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137699 members 
Entering Unmasked Estep 
Score: -17148548.000000 Penalty: 1922.834229
	Iteration 0F: 2 clusters Score -1.714855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -17104692.000000 Penalty: 3845.668457
	Iteration 0F: 3 clusters Score -1.710469e+07 nChanged 66232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -17143012.000000 Penalty: 3845.668457
	Iteration 1F: 3 clusters Score -1.714301e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71581 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -17144124.000000 Penalty: 3845.668457
	Iteration 2Q: 3 clusters Score -1.714412e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -17145544.000000 Penalty: 3845.668457
	Iteration 3Q: 3 clusters Score -1.714554e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76159 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -17147792.000000 Penalty: 3845.668457
	Iteration 4Q: 3 clusters Score -1.714779e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80286 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -17151462.000000 Penalty: 3845.668457
	Iteration 5F: 3 clusters Score -1.715146e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -17156746.000000 Penalty: 3845.668457
	Iteration 6F: 3 clusters Score -1.715675e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -17162286.000000 Penalty: 3845.668457
	Iteration 7F: 3 clusters Score -1.716229e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -17166772.000000 Penalty: 3845.668457
	Iteration 8F: 3 clusters Score -1.716677e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -17169042.000000 Penalty: 3845.668457
	Iteration 9F: 3 clusters Score -1.716904e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -17169962.000000 Penalty: 3845.668457
	Iteration 10Q: 3 clusters Score -1.716996e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -17170578.000000 Penalty: 3845.668457
	Iteration 11Q: 3 clusters Score -1.717058e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -17171054.000000 Penalty: 3845.668457
	Iteration 12Q: 3 clusters Score -1.717105e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -17171550.000000 Penalty: 3845.668457
	Iteration 13Q: 3 clusters Score -1.717155e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -17171860.000000 Penalty: 3845.668457
	Iteration 14Q: 3 clusters Score -1.717186e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -17172318.000000 Penalty: 3845.668457
	Iteration 15Q: 3 clusters Score -1.717232e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87603 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -17172596.000000 Penalty: 3845.668457
	Iteration 16Q: 3 clusters Score -1.71726e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -17172768.000000 Penalty: 3845.668457
	Iteration 17Q: 3 clusters Score -1.717277e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -17172984.000000 Penalty: 3845.668457
	Iteration 18Q: 3 clusters Score -1.717298e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -17173132.000000 Penalty: 3845.668457
	Iteration 19Q: 3 clusters Score -1.717313e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -17173218.000000 Penalty: 3845.668457
	Iteration 20F: 3 clusters Score -1.717322e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85984 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -17173384.000000 Penalty: 3845.668457
	Iteration 21Q: 3 clusters Score -1.717338e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -17173416.000000 Penalty: 3845.668457
	Iteration 22Q: 3 clusters Score -1.717342e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -17173584.000000 Penalty: 3845.668457
	Iteration 23Q: 3 clusters Score -1.717358e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85459 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -17173752.000000 Penalty: 3845.668457
	Iteration 24Q: 3 clusters Score -1.717375e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -17173936.000000 Penalty: 3845.668457
	Iteration 25Q: 3 clusters Score -1.717394e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -17174052.000000 Penalty: 3845.668457
	Iteration 26Q: 3 clusters Score -1.717405e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -17174138.000000 Penalty: 3845.668457
	Iteration 27Q: 3 clusters Score -1.717414e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -17174280.000000 Penalty: 3845.668457
	Iteration 28Q: 3 clusters Score -1.717428e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -17174354.000000 Penalty: 3845.668457
	Iteration 29Q: 3 clusters Score -1.717435e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -17174528.000000 Penalty: 3845.668457
	Iteration 30Q: 3 clusters Score -1.717453e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -17174584.000000 Penalty: 3845.668457
	Iteration 31Q: 3 clusters Score -1.717458e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -17174678.000000 Penalty: 3845.668457
	Iteration 32Q: 3 clusters Score -1.717468e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -17174670.000000 Penalty: 3845.668457
	Iteration 33Q: 3 clusters Score -1.717467e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -17174750.000000 Penalty: 3845.668457
	Iteration 34Q: 3 clusters Score -1.717475e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -17174804.000000 Penalty: 3845.668457
	Iteration 35Q: 3 clusters Score -1.71748e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84374 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -17174826.000000 Penalty: 3845.668457
	Iteration 36Q: 3 clusters Score -1.717483e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -17174934.000000 Penalty: 3845.668457
	Iteration 37Q: 3 clusters Score -1.717493e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -17175042.000000 Penalty: 3845.668457
	Iteration 38Q: 3 clusters Score -1.717504e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -17175010.000000 Penalty: 3845.668457
	Iteration 39Q: 3 clusters Score -1.717501e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -17175084.000000 Penalty: 3845.668457
	Iteration 40F: 3 clusters Score -1.717508e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -17175158.000000 Penalty: 3845.668457
	Iteration 41Q: 3 clusters Score -1.717516e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -17175176.000000 Penalty: 3845.668457
	Iteration 42Q: 3 clusters Score -1.717518e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -17175226.000000 Penalty: 3845.668457
	Iteration 43Q: 3 clusters Score -1.717523e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -17175316.000000 Penalty: 3845.668457
	Iteration 44Q: 3 clusters Score -1.717532e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -17175384.000000 Penalty: 3845.668457
	Iteration 45Q: 3 clusters Score -1.717538e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -17175468.000000 Penalty: 3845.668457
	Iteration 46Q: 3 clusters Score -1.717547e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83798 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -17175488.000000 Penalty: 3845.668457
	Iteration 47Q: 3 clusters Score -1.717549e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -17175562.000000 Penalty: 3845.668457
	Iteration 48Q: 3 clusters Score -1.717556e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -17175596.000000 Penalty: 3845.668457
	Iteration 49Q: 3 clusters Score -1.71756e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -17175662.000000 Penalty: 3845.668457
	Iteration 50Q: 3 clusters Score -1.717566e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -17175858.000000 Penalty: 3845.668457
	Iteration 51Q: 3 clusters Score -1.717586e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -17176042.000000 Penalty: 3845.668457
	Iteration 52Q: 3 clusters Score -1.717604e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -17176268.000000 Penalty: 3845.668457
	Iteration 53Q: 3 clusters Score -1.717627e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -17176394.000000 Penalty: 3845.668457
	Iteration 54Q: 3 clusters Score -1.717639e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -17176620.000000 Penalty: 3845.668457
	Iteration 55Q: 3 clusters Score -1.717662e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -17176912.000000 Penalty: 3845.668457
	Iteration 56Q: 3 clusters Score -1.717691e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -17177338.000000 Penalty: 3845.668457
	Iteration 57Q: 3 clusters Score -1.717734e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -17177464.000000 Penalty: 3845.668457
	Iteration 58Q: 3 clusters Score -1.717746e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -17177684.000000 Penalty: 3845.668457
	Iteration 59Q: 3 clusters Score -1.717768e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -17177970.000000 Penalty: 3845.668457
	Iteration 60F: 3 clusters Score -1.717797e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -17178278.000000 Penalty: 3845.668457
	Iteration 61Q: 3 clusters Score -1.717828e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -17178540.000000 Penalty: 3845.668457
	Iteration 62Q: 3 clusters Score -1.717854e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -17178920.000000 Penalty: 3845.668457
	Iteration 63Q: 3 clusters Score -1.717892e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -17179232.000000 Penalty: 3845.668457
	Iteration 64Q: 3 clusters Score -1.717923e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -17179570.000000 Penalty: 3845.668457
	Iteration 65Q: 3 clusters Score -1.717957e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -17179826.000000 Penalty: 3845.668457
	Iteration 66Q: 3 clusters Score -1.717983e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -17180024.000000 Penalty: 3845.668457
	Iteration 67Q: 3 clusters Score -1.718002e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -17180254.000000 Penalty: 3845.668457
	Iteration 68Q: 3 clusters Score -1.718025e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -17180412.000000 Penalty: 3845.668457
	Iteration 69Q: 3 clusters Score -1.718041e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -17180594.000000 Penalty: 3845.668457
	Iteration 70Q: 3 clusters Score -1.718059e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -17180862.000000 Penalty: 3845.668457
	Iteration 71Q: 3 clusters Score -1.718086e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -17180988.000000 Penalty: 3845.668457
	Iteration 72Q: 3 clusters Score -1.718099e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82882 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -17181124.000000 Penalty: 3845.668457
	Iteration 73Q: 3 clusters Score -1.718112e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -17181170.000000 Penalty: 3845.668457
	Iteration 74Q: 3 clusters Score -1.718117e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -17181270.000000 Penalty: 3845.668457
	Iteration 75Q: 3 clusters Score -1.718127e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83092 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -17181414.000000 Penalty: 3845.668457
	Iteration 76Q: 3 clusters Score -1.718141e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -17181422.000000 Penalty: 3845.668457
	Iteration 77Q: 3 clusters Score -1.718142e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -17181432.000000 Penalty: 3845.668457
	Iteration 78Q: 3 clusters Score -1.718143e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -17181494.000000 Penalty: 3845.668457
	Iteration 79Q: 3 clusters Score -1.718149e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -17181514.000000 Penalty: 3845.668457
	Iteration 80F: 3 clusters Score -1.718151e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -17181518.000000 Penalty: 3845.668457
	Iteration 81Q: 3 clusters Score -1.718152e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -17181524.000000 Penalty: 3845.668457
	Iteration 82Q: 3 clusters Score -1.718152e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 54145 members 
Entering Unmasked Estep 
Score: -17181550.000000 Penalty: 3845.668457
	Iteration 83Q: 3 clusters Score -1.718155e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -17181556.000000 Penalty: 3845.668457
	Iteration 84Q: 3 clusters Score -1.718156e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -17181548.000000 Penalty: 3845.668457
	Iteration 85Q: 3 clusters Score -1.718155e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -17181580.000000 Penalty: 3845.668457
	Iteration 86Q: 3 clusters Score -1.718158e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -17181594.000000 Penalty: 3845.668457
	Iteration 87Q: 3 clusters Score -1.718159e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -17181588.000000 Penalty: 3845.668457
	Iteration 88Q: 3 clusters Score -1.718159e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -17181618.000000 Penalty: 3845.668457
	Iteration 89Q: 3 clusters Score -1.718162e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -17181632.000000 Penalty: 3845.668457
	Iteration 90Q: 3 clusters Score -1.718163e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -17181654.000000 Penalty: 3845.668457
	Iteration 91Q: 3 clusters Score -1.718165e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -17181672.000000 Penalty: 3845.668457
	Iteration 92Q: 3 clusters Score -1.718167e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -17181702.000000 Penalty: 3845.668457
	Iteration 93Q: 3 clusters Score -1.71817e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -17181672.000000 Penalty: 3845.668457
	Iteration 94Q: 3 clusters Score -1.718167e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84182 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -17181668.000000 Penalty: 3845.668457
	Iteration 95Q: 3 clusters Score -1.718167e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -17181686.000000 Penalty: 3845.668457
	Iteration 96Q: 3 clusters Score -1.718169e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84219 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -17181682.000000 Penalty: 3845.668457
	Iteration 97Q: 3 clusters Score -1.718168e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -17181684.000000 Penalty: 3845.668457
	Iteration 98Q: 3 clusters Score -1.718168e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -17181698.000000 Penalty: 3845.668457
	Iteration 99Q: 3 clusters Score -1.71817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -17181696.000000 Penalty: 3845.668457
	Iteration 100F: 3 clusters Score -1.71817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -17181690.000000 Penalty: 3845.668457
	Iteration 101Q: 3 clusters Score -1.718169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -17181680.000000 Penalty: 3845.668457
	Iteration 102Q: 3 clusters Score -1.718168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -17181688.000000 Penalty: 3845.668457
	Iteration 103Q: 3 clusters Score -1.718169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -17181692.000000 Penalty: 3845.668457
	Iteration 104Q: 3 clusters Score -1.718169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -17181692.000000 Penalty: 3845.668457
	Iteration 105F: 3 clusters Score -1.718169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 181880 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 136202 members 
Mstep: Class 11 contains 108259 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 19 contains 31834 members 
Entering Unmasked Estep 
Score: -102107656.000000 Penalty: 39904.593750
Splitting cluster 4 changes total score from -102069616.000000 to -102107656.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 5 (181880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181880 members 
Entering Unmasked Estep 
Score: -22601412.000000 Penalty: 1968.054077
	Iteration 0F: 2 clusters Score -2.260141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91134 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -22543836.000000 Penalty: 3936.108154
	Iteration 0F: 3 clusters Score -2.254384e+07 nChanged 88300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -22595860.000000 Penalty: 3936.108154
	Iteration 1F: 3 clusters Score -2.259586e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -22597486.000000 Penalty: 3936.108154
	Iteration 2Q: 3 clusters Score -2.259749e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -22599916.000000 Penalty: 3936.108154
	Iteration 3Q: 3 clusters Score -2.259992e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -22604240.000000 Penalty: 3936.108154
	Iteration 4F: 3 clusters Score -2.260424e+07 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -22611876.000000 Penalty: 3936.108154
	Iteration 5F: 3 clusters Score -2.261188e+07 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -22622504.000000 Penalty: 3936.108154
	Iteration 6F: 3 clusters Score -2.26225e+07 nChanged 13142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -22630354.000000 Penalty: 3936.108154
	Iteration 7F: 3 clusters Score -2.263035e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -22633284.000000 Penalty: 3936.108154
	Iteration 8F: 3 clusters Score -2.263328e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -22634198.000000 Penalty: 3936.108154
	Iteration 9Q: 3 clusters Score -2.26342e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -22634502.000000 Penalty: 3936.108154
	Iteration 10Q: 3 clusters Score -2.26345e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -22635016.000000 Penalty: 3936.108154
	Iteration 11Q: 3 clusters Score -2.263502e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -22635388.000000 Penalty: 3936.108154
	Iteration 12Q: 3 clusters Score -2.263539e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 97779 members 
Entering Unmasked Estep 
Score: -22635784.000000 Penalty: 3936.108154
	Iteration 13Q: 3 clusters Score -2.263578e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -22636370.000000 Penalty: 3936.108154
	Iteration 14Q: 3 clusters Score -2.263637e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 96249 members 
Entering Unmasked Estep 
Score: -22636950.000000 Penalty: 3936.108154
	Iteration 15Q: 3 clusters Score -2.263695e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 95412 members 
Entering Unmasked Estep 
Score: -22637588.000000 Penalty: 3936.108154
	Iteration 16Q: 3 clusters Score -2.263759e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -22638060.000000 Penalty: 3936.108154
	Iteration 17Q: 3 clusters Score -2.263806e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -22638704.000000 Penalty: 3936.108154
	Iteration 18Q: 3 clusters Score -2.26387e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -22639342.000000 Penalty: 3936.108154
	Iteration 19Q: 3 clusters Score -2.263934e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -22639892.000000 Penalty: 3936.108154
	Iteration 20F: 3 clusters Score -2.263989e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -22640380.000000 Penalty: 3936.108154
	Iteration 21Q: 3 clusters Score -2.264038e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91458 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -22640836.000000 Penalty: 3936.108154
	Iteration 22Q: 3 clusters Score -2.264084e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -22641160.000000 Penalty: 3936.108154
	Iteration 23Q: 3 clusters Score -2.264116e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -22641592.000000 Penalty: 3936.108154
	Iteration 24Q: 3 clusters Score -2.264159e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93839 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -22641996.000000 Penalty: 3936.108154
	Iteration 25Q: 3 clusters Score -2.2642e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -22642182.000000 Penalty: 3936.108154
	Iteration 26Q: 3 clusters Score -2.264218e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95045 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -22642388.000000 Penalty: 3936.108154
	Iteration 27Q: 3 clusters Score -2.264239e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -22642592.000000 Penalty: 3936.108154
	Iteration 28Q: 3 clusters Score -2.264259e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -22642748.000000 Penalty: 3936.108154
	Iteration 29Q: 3 clusters Score -2.264275e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 85584 members 
Entering Unmasked Estep 
Score: -22642776.000000 Penalty: 3936.108154
	Iteration 30Q: 3 clusters Score -2.264278e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -22642958.000000 Penalty: 3936.108154
	Iteration 31Q: 3 clusters Score -2.264296e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -22643078.000000 Penalty: 3936.108154
	Iteration 32Q: 3 clusters Score -2.264308e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -22643202.000000 Penalty: 3936.108154
	Iteration 33Q: 3 clusters Score -2.26432e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -22643304.000000 Penalty: 3936.108154
	Iteration 34Q: 3 clusters Score -2.26433e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -22643410.000000 Penalty: 3936.108154
	Iteration 35Q: 3 clusters Score -2.264341e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -22643498.000000 Penalty: 3936.108154
	Iteration 36Q: 3 clusters Score -2.26435e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -22643648.000000 Penalty: 3936.108154
	Iteration 37Q: 3 clusters Score -2.264365e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
Score: -22643746.000000 Penalty: 3936.108154
	Iteration 38Q: 3 clusters Score -2.264375e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96776 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
Score: -22643850.000000 Penalty: 3936.108154
	Iteration 39Q: 3 clusters Score -2.264385e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96698 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -22643946.000000 Penalty: 3936.108154
	Iteration 40F: 3 clusters Score -2.264395e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -22644068.000000 Penalty: 3936.108154
	Iteration 41Q: 3 clusters Score -2.264407e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -22644108.000000 Penalty: 3936.108154
	Iteration 42Q: 3 clusters Score -2.264411e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96405 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -22644084.000000 Penalty: 3936.108154
	Iteration 43Q: 3 clusters Score -2.264408e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 85534 members 
Entering Unmasked Estep 
Score: -22644088.000000 Penalty: 3936.108154
	Iteration 44Q: 3 clusters Score -2.264409e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96303 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -22644110.000000 Penalty: 3936.108154
	Iteration 45Q: 3 clusters Score -2.264411e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -22644122.000000 Penalty: 3936.108154
	Iteration 46Q: 3 clusters Score -2.264412e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96224 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -22644174.000000 Penalty: 3936.108154
	Iteration 47Q: 3 clusters Score -2.264417e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96184 members 
Mstep: Class 2 contains 85696 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.264419e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 85707 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.264418e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 85727 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.264421e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -22644180.000000 Penalty: 3936.108154
	Iteration 51Q: 3 clusters Score -2.264418e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2.264417e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -22644196.000000 Penalty: 3936.108154
	Iteration 53Q: 3 clusters Score -2.26442e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -22644214.000000 Penalty: 3936.108154
	Iteration 54Q: 3 clusters Score -2.264421e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2.264419e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.264424e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 85884 members 
Entering Unmasked Estep 
Score: -22644256.000000 Penalty: 3936.108154
	Iteration 57Q: 3 clusters Score -2.264426e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.264425e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.264428e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2.26443e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95943 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.264431e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95941 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.264428e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.264431e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 85941 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.264429e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95945 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.26443e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.264431e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95969 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.26443e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95959 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.264428e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -22644320.000000 Penalty: 3936.108154
	Iteration 69Q: 3 clusters Score -2.264432e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -22644326.000000 Penalty: 3936.108154
	Iteration 70Q: 3 clusters Score -2.264433e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.264438e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.264437e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95921 members 
Mstep: Class 2 contains 85959 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.264437e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95936 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -22644358.000000 Penalty: 3936.108154
	Iteration 74Q: 3 clusters Score -2.264436e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 85933 members 
Entering Unmasked Estep 
Score: -22644368.000000 Penalty: 3936.108154
	Iteration 75Q: 3 clusters Score -2.264437e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.264439e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.264439e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.264437e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.264436e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96006 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -22644376.000000 Penalty: 3936.108154
	Iteration 80F: 3 clusters Score -2.264438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.264437e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -22644390.000000 Penalty: 3936.108154
	Iteration 82Q: 3 clusters Score -2.264439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.26444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.26444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.264438e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -22644388.000000 Penalty: 3936.108154
	Iteration 86Q: 3 clusters Score -2.264439e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96063 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -22644382.000000 Penalty: 3936.108154
	Iteration 87Q: 3 clusters Score -2.264438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -22644402.000000 Penalty: 3936.108154
	Iteration 88Q: 3 clusters Score -2.26444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.26444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.26444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.264439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.26444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.26444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.26444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96093 members 
Mstep: Class 2 contains 85787 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.264439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.26444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.26444e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.264441e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96091 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.26444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.26444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96093 members 
Mstep: Class 2 contains 85787 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.264441e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.264441e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.26444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 85796 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.26444e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 85796 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.26444e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 85797 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.26444e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 85794 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.26444e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.264441e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96096 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.264439e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96107 members 
Mstep: Class 2 contains 85773 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.26444e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.26444e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.26444e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.26444e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.264437e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.264438e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.264438e+07 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.264437e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.264438e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.264439e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85707 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.264444e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.264445e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.264442e+07 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.264442e+07 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.264443e+07 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.264445e+07 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.264444e+07 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.264445e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85700 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.264444e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.264444e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.264445e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.264444e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.264443e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.264442e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.264443e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.264443e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.264443e+07 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22644424.000000 Penalty: 3936.108154
	Iteration 137Q: 3 clusters Score -2.264442e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 85582 members 
Entering Unmasked Estep 
Score: -22644420.000000 Penalty: 3936.108154
	Iteration 138Q: 3 clusters Score -2.264442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -22644416.000000 Penalty: 3936.108154
	Iteration 139Q: 3 clusters Score -2.264442e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -22644420.000000 Penalty: 3936.108154
	Iteration 140F: 3 clusters Score -2.264442e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96342 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -22644420.000000 Penalty: 3936.108154
	Iteration 141Q: 3 clusters Score -2.264442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -22644406.000000 Penalty: 3936.108154
	Iteration 142Q: 3 clusters Score -2.264441e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96388 members 
Mstep: Class 2 contains 85492 members 
Entering Unmasked Estep 
Score: -22644446.000000 Penalty: 3936.108154
	Iteration 143Q: 3 clusters Score -2.264445e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96408 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -22644468.000000 Penalty: 3936.108154
	Iteration 144Q: 3 clusters Score -2.264447e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -22644424.000000 Penalty: 3936.108154
	Iteration 145Q: 3 clusters Score -2.264442e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -22644476.000000 Penalty: 3936.108154
	Iteration 146Q: 3 clusters Score -2.264448e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -22644476.000000 Penalty: 3936.108154
	Iteration 147Q: 3 clusters Score -2.264448e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96512 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -22644464.000000 Penalty: 3936.108154
	Iteration 148Q: 3 clusters Score -2.264446e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 85351 members 
Entering Unmasked Estep 
Score: -22644478.000000 Penalty: 3936.108154
	Iteration 149Q: 3 clusters Score -2.264448e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 85319 members 
Entering Unmasked Estep 
Score: -22644432.000000 Penalty: 3936.108154
	Iteration 150Q: 3 clusters Score -2.264443e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -22644430.000000 Penalty: 3936.108154
	Iteration 151Q: 3 clusters Score -2.264443e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -22644446.000000 Penalty: 3936.108154
	Iteration 152Q: 3 clusters Score -2.264445e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -22644424.000000 Penalty: 3936.108154
	Iteration 153Q: 3 clusters Score -2.264442e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96663 members 
Mstep: Class 2 contains 85217 members 
Entering Unmasked Estep 
Score: -22644396.000000 Penalty: 3936.108154
	Iteration 154Q: 3 clusters Score -2.26444e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -22644422.000000 Penalty: 3936.108154
	Iteration 155Q: 3 clusters Score -2.264442e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -22644408.000000 Penalty: 3936.108154
	Iteration 156Q: 3 clusters Score -2.264441e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -22644384.000000 Penalty: 3936.108154
	Iteration 157Q: 3 clusters Score -2.264438e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
Score: -22644338.000000 Penalty: 3936.108154
	Iteration 158Q: 3 clusters Score -2.264434e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96769 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -22644352.000000 Penalty: 3936.108154
	Iteration 159Q: 3 clusters Score -2.264435e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -22644340.000000 Penalty: 3936.108154
	Iteration 160F: 3 clusters Score -2.264434e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -22644358.000000 Penalty: 3936.108154
	Iteration 161Q: 3 clusters Score -2.264436e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -22644364.000000 Penalty: 3936.108154
	Iteration 162Q: 3 clusters Score -2.264436e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 84985 members 
Entering Unmasked Estep 
Score: -22644332.000000 Penalty: 3936.108154
	Iteration 163Q: 3 clusters Score -2.264433e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96920 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -22644282.000000 Penalty: 3936.108154
	Iteration 164Q: 3 clusters Score -2.264428e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -22644232.000000 Penalty: 3936.108154
	Iteration 165Q: 3 clusters Score -2.264423e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96973 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -22644176.000000 Penalty: 3936.108154
	Iteration 166Q: 3 clusters Score -2.264418e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96994 members 
Mstep: Class 2 contains 84886 members 
Entering Unmasked Estep 
Score: -22644172.000000 Penalty: 3936.108154
	Iteration 167Q: 3 clusters Score -2.264417e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97004 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -22644144.000000 Penalty: 3936.108154
	Iteration 168Q: 3 clusters Score -2.264414e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 84867 members 
Entering Unmasked Estep 
Score: -22644152.000000 Penalty: 3936.108154
	Iteration 169Q: 3 clusters Score -2.264415e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -22644128.000000 Penalty: 3936.108154
	Iteration 170Q: 3 clusters Score -2.264413e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 84832 members 
Entering Unmasked Estep 
Score: -22644118.000000 Penalty: 3936.108154
	Iteration 171Q: 3 clusters Score -2.264412e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -22644076.000000 Penalty: 3936.108154
	Iteration 172Q: 3 clusters Score -2.264408e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97084 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -22644090.000000 Penalty: 3936.108154
	Iteration 173Q: 3 clusters Score -2.264409e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -22644082.000000 Penalty: 3936.108154
	Iteration 174Q: 3 clusters Score -2.264408e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 84744 members 
Entering Unmasked Estep 
Score: -22644074.000000 Penalty: 3936.108154
	Iteration 175Q: 3 clusters Score -2.264407e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97134 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -22644056.000000 Penalty: 3936.108154
	Iteration 176Q: 3 clusters Score -2.264406e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -22644072.000000 Penalty: 3936.108154
	Iteration 177Q: 3 clusters Score -2.264407e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -22644068.000000 Penalty: 3936.108154
	Iteration 178Q: 3 clusters Score -2.264407e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 84774 members 
Entering Unmasked Estep 
Score: -22644050.000000 Penalty: 3936.108154
	Iteration 179Q: 3 clusters Score -2.264405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97108 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -22644018.000000 Penalty: 3936.108154
	Iteration 180F: 3 clusters Score -2.264402e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -22644018.000000 Penalty: 3936.108154
	Iteration 181Q: 3 clusters Score -2.264402e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97081 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -22643992.000000 Penalty: 3936.108154
	Iteration 182Q: 3 clusters Score -2.264399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -22643990.000000 Penalty: 3936.108154
	Iteration 183Q: 3 clusters Score -2.264399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -22643992.000000 Penalty: 3936.108154
	Iteration 184Q: 3 clusters Score -2.264399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -22644008.000000 Penalty: 3936.108154
	Iteration 185Q: 3 clusters Score -2.264401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -22643996.000000 Penalty: 3936.108154
	Iteration 186Q: 3 clusters Score -2.2644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -22643980.000000 Penalty: 3936.108154
	Iteration 187Q: 3 clusters Score -2.264398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -22643996.000000 Penalty: 3936.108154
	Iteration 188Q: 3 clusters Score -2.2644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -22643992.000000 Penalty: 3936.108154
	Iteration 189Q: 3 clusters Score -2.264399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -22643988.000000 Penalty: 3936.108154
	Iteration 190Q: 3 clusters Score -2.264399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97005 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -22643982.000000 Penalty: 3936.108154
	Iteration 191Q: 3 clusters Score -2.264398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97004 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -22643984.000000 Penalty: 3936.108154
	Iteration 192Q: 3 clusters Score -2.264398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97003 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -22643988.000000 Penalty: 3936.108154
	Iteration 193Q: 3 clusters Score -2.264399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -22643978.000000 Penalty: 3936.108154
	Iteration 194Q: 3 clusters Score -2.264398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -22643978.000000 Penalty: 3936.108154
	Iteration 195F: 3 clusters Score -2.264398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 136202 members 
Mstep: Class 11 contains 108259 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 84878 members 
Mstep: Class 19 contains 31834 members 
Entering Unmasked Estep 
Score: -102151960.000000 Penalty: 42121.515625
Splitting cluster 5 changes total score from -102069616.000000 to -102151960.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -459087.468750 Penalty: 1352.230957
	Iteration 0F: 2 clusters Score -459087.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -455694.906250 Penalty: 2704.461914
	Iteration 0F: 3 clusters Score -455694.9 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -456774.937500 Penalty: 2704.461914
	Iteration 1F: 3 clusters Score -456774.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -457203.000000 Penalty: 2704.461914
	Iteration 2F: 3 clusters Score -457203 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -457779.875000 Penalty: 2704.461914
	Iteration 3F: 3 clusters Score -457779.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -458439.187500 Penalty: 2704.461914
	Iteration 4F: 3 clusters Score -458439.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -459294.906250 Penalty: 2704.461914
	Iteration 5F: 3 clusters Score -459294.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -460048.312500 Penalty: 2704.461914
	Iteration 6F: 3 clusters Score -460048.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -460460.937500 Penalty: 2704.461914
	Iteration 7F: 3 clusters Score -460460.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -460820.375000 Penalty: 2704.461914
	Iteration 8Q: 3 clusters Score -460820.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -461300.437500 Penalty: 2704.461914
	Iteration 9Q: 3 clusters Score -461300.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -461584.000000 Penalty: 2704.461914
	Iteration 10Q: 3 clusters Score -461584 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -461741.875000 Penalty: 2704.461914
	Iteration 11Q: 3 clusters Score -461741.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -461864.562500 Penalty: 2704.461914
	Iteration 12Q: 3 clusters Score -461864.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -461985.843750 Penalty: 2704.461914
	Iteration 13Q: 3 clusters Score -461985.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -462107.000000 Penalty: 2704.461914
	Iteration 14Q: 3 clusters Score -462107 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -462178.218750 Penalty: 2704.461914
	Iteration 15Q: 3 clusters Score -462178.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -462215.031250 Penalty: 2704.461914
	Iteration 16Q: 3 clusters Score -462215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -462238.875000 Penalty: 2704.461914
	Iteration 17Q: 3 clusters Score -462238.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -462259.531250 Penalty: 2704.461914
	Iteration 18Q: 3 clusters Score -462259.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -462274.156250 Penalty: 2704.461914
	Iteration 19Q: 3 clusters Score -462274.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -462283.562500 Penalty: 2704.461914
	Iteration 20F: 3 clusters Score -462283.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -462293.343750 Penalty: 2704.461914
	Iteration 21Q: 3 clusters Score -462293.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -462309.343750 Penalty: 2704.461914
	Iteration 22Q: 3 clusters Score -462309.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -462316.812500 Penalty: 2704.461914
	Iteration 23Q: 3 clusters Score -462316.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -462322.437500 Penalty: 2704.461914
	Iteration 24Q: 3 clusters Score -462322.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -462326.406250 Penalty: 2704.461914
	Iteration 25Q: 3 clusters Score -462326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -462326.437500 Penalty: 2704.461914
	Iteration 26Q: 3 clusters Score -462326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -462329.843750 Penalty: 2704.461914
	Iteration 27Q: 3 clusters Score -462329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -462331.312500 Penalty: 2704.461914
	Iteration 28Q: 3 clusters Score -462331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -462331.750000 Penalty: 2704.461914
	Iteration 29Q: 3 clusters Score -462331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -462331.750000 Penalty: 2704.461914
	Iteration 30F: 3 clusters Score -462331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 136202 members 
Mstep: Class 11 contains 108259 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 84878 members 
Mstep: Class 19 contains 31834 members 
Mstep: Class 20 contains 2142 members 
Entering Unmasked Estep 
Score: -102154032.000000 Penalty: 44338.437500
Splitting cluster 6 changes total score from -102069616.000000 to -102154032.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -56969.312500 Penalty: 1101.737305
	Iteration 0F: 2 clusters Score -56969.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -56036.324219 Penalty: 2203.474609
	Iteration 0F: 3 clusters Score -56036.32 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57709.015625 Penalty: 2203.474609
	Iteration 1F: 3 clusters Score -57709.02 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59007.046875 Penalty: 2203.474609
	Iteration 2F: 3 clusters Score -59007.05 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60085.167969 Penalty: 2203.474609
	Iteration 3F: 3 clusters Score -60085.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60585.648438 Penalty: 2203.474609
	Iteration 4Q: 3 clusters Score -60585.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60788.925781 Penalty: 2203.474609
	Iteration 5Q: 3 clusters Score -60788.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60976.238281 Penalty: 2203.474609
	Iteration 6Q: 3 clusters Score -60976.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61191.917969 Penalty: 2203.474609
	Iteration 7Q: 3 clusters Score -61191.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61315.687500 Penalty: 2203.474609
	Iteration 8Q: 3 clusters Score -61315.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61414.144531 Penalty: 2203.474609
	Iteration 9Q: 3 clusters Score -61414.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61505.832031 Penalty: 2203.474609
	Iteration 10Q: 3 clusters Score -61505.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -61597.808594 Penalty: 2203.474609
	Iteration 11Q: 3 clusters Score -61597.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -61659.492188 Penalty: 2203.474609
	Iteration 12Q: 3 clusters Score -61659.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -61735.984375 Penalty: 2203.474609
	Iteration 13Q: 3 clusters Score -61735.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -61839.605469 Penalty: 2203.474609
	Iteration 14Q: 3 clusters Score -61839.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -61947.214844 Penalty: 2203.474609
	Iteration 15Q: 3 clusters Score -61947.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -62017.609375 Penalty: 2203.474609
	Iteration 16Q: 3 clusters Score -62017.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -62046.593750 Penalty: 2203.474609
	Iteration 17Q: 3 clusters Score -62046.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -62076.070312 Penalty: 2203.474609
	Iteration 18Q: 3 clusters Score -62076.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62091.195312 Penalty: 2203.474609
	Iteration 19Q: 3 clusters Score -62091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -62147.703125 Penalty: 2203.474609
	Iteration 20F: 3 clusters Score -62147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62218.843750 Penalty: 2203.474609
	Iteration 21Q: 3 clusters Score -62218.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -62230.796875 Penalty: 2203.474609
	Iteration 22Q: 3 clusters Score -62230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -62236.410156 Penalty: 2203.474609
	Iteration 23Q: 3 clusters Score -62236.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -62239.125000 Penalty: 2203.474609
	Iteration 24F: 3 clusters Score -62239.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62257.671875 Penalty: 2203.474609
	Iteration 25Q: 3 clusters Score -62257.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62265.031250 Penalty: 2203.474609
	Iteration 26Q: 3 clusters Score -62265.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62268.882812 Penalty: 2203.474609
	Iteration 27Q: 3 clusters Score -62268.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62268.882812 Penalty: 2203.474609
	Iteration 28F: 3 clusters Score -62268.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 136202 members 
Mstep: Class 11 contains 108259 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 84878 members 
Mstep: Class 19 contains 31834 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 493 members 
Entering Unmasked Estep 
Score: -102158280.000000 Penalty: 46555.359375
Splitting cluster 8 changes total score from -102069616.000000 to -102158280.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -113661.976562 Penalty: 1159.807739
	Iteration 0F: 2 clusters Score -113662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -112352.406250 Penalty: 2319.615479
	Iteration 0F: 3 clusters Score -112352.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -114017.406250 Penalty: 2319.615479
	Iteration 1F: 3 clusters Score -114017.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -115388.734375 Penalty: 2319.615479
	Iteration 2F: 3 clusters Score -115388.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -116860.414062 Penalty: 2319.615479
	Iteration 3F: 3 clusters Score -116860.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -117687.125000 Penalty: 2319.615479
	Iteration 4F: 3 clusters Score -117687.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -117756.835938 Penalty: 2319.615479
	Iteration 5Q: 3 clusters Score -117756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -117759.781250 Penalty: 2319.615479
	Iteration 6Q: 3 clusters Score -117759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -117759.781250 Penalty: 2319.615479
	Iteration 7F: 3 clusters Score -117759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 136202 members 
Mstep: Class 11 contains 108259 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 84878 members 
Mstep: Class 19 contains 31834 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 493 members 
Mstep: Class 22 contains 666 members 
Entering Unmasked Estep 
Score: -102161344.000000 Penalty: 48772.281250
Splitting cluster 9 changes total score from -102069616.000000 to -102161344.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (136202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136202 members 
Entering Unmasked Estep 
Score: -16730992.000000 Penalty: 1921.057861
	Iteration 0F: 2 clusters Score -1.673099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -16648264.000000 Penalty: 3842.115723
	Iteration 0F: 3 clusters Score -1.664826e+07 nChanged 65797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -16688079.000000 Penalty: 3842.115723
	Iteration 1F: 3 clusters Score -1.668808e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -16690551.000000 Penalty: 3842.115723
	Iteration 2Q: 3 clusters Score -1.669055e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -16694434.000000 Penalty: 3842.115723
	Iteration 3F: 3 clusters Score -1.669443e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -16700372.000000 Penalty: 3842.115723
	Iteration 4F: 3 clusters Score -1.670037e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -16708541.000000 Penalty: 3842.115723
	Iteration 5F: 3 clusters Score -1.670854e+07 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -16717716.000000 Penalty: 3842.115723
	Iteration 6F: 3 clusters Score -1.671772e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 89645 members 
Entering Unmasked Estep 
Score: -16723364.000000 Penalty: 3842.115723
	Iteration 7F: 3 clusters Score -1.672336e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -16725818.000000 Penalty: 3842.115723
	Iteration 8Q: 3 clusters Score -1.672582e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -16727383.000000 Penalty: 3842.115723
	Iteration 9Q: 3 clusters Score -1.672738e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 98845 members 
Entering Unmasked Estep 
Score: -16729127.000000 Penalty: 3842.115723
	Iteration 10Q: 3 clusters Score -1.672913e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
Score: -16730887.000000 Penalty: 3842.115723
	Iteration 11Q: 3 clusters Score -1.673089e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -16732789.000000 Penalty: 3842.115723
	Iteration 12Q: 3 clusters Score -1.673279e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -16734866.000000 Penalty: 3842.115723
	Iteration 13Q: 3 clusters Score -1.673487e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -16736598.000000 Penalty: 3842.115723
	Iteration 14Q: 3 clusters Score -1.67366e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 108431 members 
Entering Unmasked Estep 
Score: -16737675.000000 Penalty: 3842.115723
	Iteration 15Q: 3 clusters Score -1.673768e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 108999 members 
Entering Unmasked Estep 
Score: -16738296.000000 Penalty: 3842.115723
	Iteration 16Q: 3 clusters Score -1.67383e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 109278 members 
Entering Unmasked Estep 
Score: -16738466.000000 Penalty: 3842.115723
	Iteration 17Q: 3 clusters Score -1.673847e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 109450 members 
Entering Unmasked Estep 
Score: -16738598.000000 Penalty: 3842.115723
	Iteration 18Q: 3 clusters Score -1.67386e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -16738659.000000 Penalty: 3842.115723
	Iteration 19Q: 3 clusters Score -1.673866e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -16738659.000000 Penalty: 3842.115723
	Iteration 20F: 3 clusters Score -1.673866e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 109328 members 
Entering Unmasked Estep 
Score: -16738719.000000 Penalty: 3842.115723
	Iteration 21Q: 3 clusters Score -1.673872e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 109216 members 
Entering Unmasked Estep 
Score: -16738706.000000 Penalty: 3842.115723
	Iteration 22Q: 3 clusters Score -1.673871e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 109099 members 
Entering Unmasked Estep 
Score: -16738654.000000 Penalty: 3842.115723
	Iteration 23Q: 3 clusters Score -1.673865e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -16738610.000000 Penalty: 3842.115723
	Iteration 24Q: 3 clusters Score -1.673861e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 108908 members 
Entering Unmasked Estep 
Score: -16738630.000000 Penalty: 3842.115723
	Iteration 25Q: 3 clusters Score -1.673863e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 108838 members 
Entering Unmasked Estep 
Score: -16738595.000000 Penalty: 3842.115723
	Iteration 26Q: 3 clusters Score -1.67386e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 108770 members 
Entering Unmasked Estep 
Score: -16738606.000000 Penalty: 3842.115723
	Iteration 27Q: 3 clusters Score -1.673861e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -16738627.000000 Penalty: 3842.115723
	Iteration 28Q: 3 clusters Score -1.673863e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 108663 members 
Entering Unmasked Estep 
Score: -16738632.000000 Penalty: 3842.115723
	Iteration 29Q: 3 clusters Score -1.673863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -16738610.000000 Penalty: 3842.115723
	Iteration 30Q: 3 clusters Score -1.673861e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 108592 members 
Entering Unmasked Estep 
Score: -16738622.000000 Penalty: 3842.115723
	Iteration 31Q: 3 clusters Score -1.673862e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 108561 members 
Entering Unmasked Estep 
Score: -16738593.000000 Penalty: 3842.115723
	Iteration 32Q: 3 clusters Score -1.673859e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -16738588.000000 Penalty: 3842.115723
	Iteration 33Q: 3 clusters Score -1.673859e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -16738589.000000 Penalty: 3842.115723
	Iteration 34Q: 3 clusters Score -1.673859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 108490 members 
Entering Unmasked Estep 
Score: -16738605.000000 Penalty: 3842.115723
	Iteration 35Q: 3 clusters Score -1.67386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 108484 members 
Entering Unmasked Estep 
Score: -16738609.000000 Penalty: 3842.115723
	Iteration 36Q: 3 clusters Score -1.673861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 108479 members 
Entering Unmasked Estep 
Score: -16738606.000000 Penalty: 3842.115723
	Iteration 37Q: 3 clusters Score -1.673861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 108477 members 
Entering Unmasked Estep 
Score: -16738602.000000 Penalty: 3842.115723
	Iteration 38Q: 3 clusters Score -1.67386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 108476 members 
Entering Unmasked Estep 
Score: -16738598.000000 Penalty: 3842.115723
	Iteration 39Q: 3 clusters Score -1.67386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 108475 members 
Entering Unmasked Estep 
Score: -16738601.000000 Penalty: 3842.115723
	Iteration 40F: 3 clusters Score -1.67386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 108473 members 
Entering Unmasked Estep 
Score: -16738588.000000 Penalty: 3842.115723
	Iteration 41Q: 3 clusters Score -1.673859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -16738590.000000 Penalty: 3842.115723
	Iteration 42Q: 3 clusters Score -1.673859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -16738593.000000 Penalty: 3842.115723
	Iteration 43Q: 3 clusters Score -1.673859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 108468 members 
Entering Unmasked Estep 
Score: -16738596.000000 Penalty: 3842.115723
	Iteration 44Q: 3 clusters Score -1.67386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -16738588.000000 Penalty: 3842.115723
	Iteration 45Q: 3 clusters Score -1.673859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 108460 members 
Entering Unmasked Estep 
Score: -16738590.000000 Penalty: 3842.115723
	Iteration 46Q: 3 clusters Score -1.673859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 108455 members 
Entering Unmasked Estep 
Score: -16738589.000000 Penalty: 3842.115723
	Iteration 47Q: 3 clusters Score -1.673859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 108449 members 
Entering Unmasked Estep 
Score: -16738582.000000 Penalty: 3842.115723
	Iteration 48Q: 3 clusters Score -1.673858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 108446 members 
Entering Unmasked Estep 
Score: -16738577.000000 Penalty: 3842.115723
	Iteration 49Q: 3 clusters Score -1.673858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 108444 members 
Entering Unmasked Estep 
Score: -16738572.000000 Penalty: 3842.115723
	Iteration 50Q: 3 clusters Score -1.673857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 108442 members 
Entering Unmasked Estep 
Score: -16738571.000000 Penalty: 3842.115723
	Iteration 51Q: 3 clusters Score -1.673857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 108441 members 
Entering Unmasked Estep 
Score: -16738571.000000 Penalty: 3842.115723
	Iteration 52Q: 3 clusters Score -1.673857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 108440 members 
Entering Unmasked Estep 
Score: -16738561.000000 Penalty: 3842.115723
	Iteration 53Q: 3 clusters Score -1.673856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 108438 members 
Entering Unmasked Estep 
Score: -16738568.000000 Penalty: 3842.115723
	Iteration 54Q: 3 clusters Score -1.673857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -16738575.000000 Penalty: 3842.115723
	Iteration 55Q: 3 clusters Score -1.673858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 108435 members 
Entering Unmasked Estep 
Score: -16738572.000000 Penalty: 3842.115723
	Iteration 56Q: 3 clusters Score -1.673857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 108435 members 
Entering Unmasked Estep 
Score: -16738572.000000 Penalty: 3842.115723
	Iteration 57F: 3 clusters Score -1.673857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 27767 members 
Mstep: Class 11 contains 108259 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 84878 members 
Mstep: Class 19 contains 31834 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 493 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 108435 members 
Entering Unmasked Estep 
Score: -102169384.000000 Penalty: 50989.203125
Splitting cluster 10 changes total score from -102069616.000000 to -102169384.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (108259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Entering Unmasked Estep 
Score: -13168827.000000 Penalty: 1883.745728
	Iteration 0F: 2 clusters Score -1.316883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -13101434.000000 Penalty: 3767.491455
	Iteration 0F: 3 clusters Score -1.310143e+07 nChanged 51918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -13133727.000000 Penalty: 3767.491455
	Iteration 1F: 3 clusters Score -1.313373e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -13138110.000000 Penalty: 3767.491455
	Iteration 2F: 3 clusters Score -1.313811e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -13145002.000000 Penalty: 3767.491455
	Iteration 3F: 3 clusters Score -1.3145e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -13152781.000000 Penalty: 3767.491455
	Iteration 4F: 3 clusters Score -1.315278e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -13159810.000000 Penalty: 3767.491455
	Iteration 5F: 3 clusters Score -1.315981e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -13164414.000000 Penalty: 3767.491455
	Iteration 6F: 3 clusters Score -1.316441e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -13167102.000000 Penalty: 3767.491455
	Iteration 7Q: 3 clusters Score -1.31671e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -13168743.000000 Penalty: 3767.491455
	Iteration 8Q: 3 clusters Score -1.316874e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -13169797.000000 Penalty: 3767.491455
	Iteration 9Q: 3 clusters Score -1.31698e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -13170560.000000 Penalty: 3767.491455
	Iteration 10Q: 3 clusters Score -1.317056e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -13171044.000000 Penalty: 3767.491455
	Iteration 11Q: 3 clusters Score -1.317104e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -13171417.000000 Penalty: 3767.491455
	Iteration 12Q: 3 clusters Score -1.317142e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76923 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -13171758.000000 Penalty: 3767.491455
	Iteration 13Q: 3 clusters Score -1.317176e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -13171911.000000 Penalty: 3767.491455
	Iteration 14Q: 3 clusters Score -1.317191e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -13172024.000000 Penalty: 3767.491455
	Iteration 15Q: 3 clusters Score -1.317202e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -13172134.000000 Penalty: 3767.491455
	Iteration 16Q: 3 clusters Score -1.317213e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -13172200.000000 Penalty: 3767.491455
	Iteration 17Q: 3 clusters Score -1.31722e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -13172253.000000 Penalty: 3767.491455
	Iteration 18Q: 3 clusters Score -1.317225e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78112 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -13172335.000000 Penalty: 3767.491455
	Iteration 19Q: 3 clusters Score -1.317234e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -13172398.000000 Penalty: 3767.491455
	Iteration 20F: 3 clusters Score -1.31724e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -13172467.000000 Penalty: 3767.491455
	Iteration 21Q: 3 clusters Score -1.317247e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -13172489.000000 Penalty: 3767.491455
	Iteration 22Q: 3 clusters Score -1.317249e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -13172509.000000 Penalty: 3767.491455
	Iteration 23Q: 3 clusters Score -1.317251e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -13172486.000000 Penalty: 3767.491455
	Iteration 24Q: 3 clusters Score -1.317249e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -13172502.000000 Penalty: 3767.491455
	Iteration 25Q: 3 clusters Score -1.31725e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -13172508.000000 Penalty: 3767.491455
	Iteration 26Q: 3 clusters Score -1.317251e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -13172546.000000 Penalty: 3767.491455
	Iteration 27Q: 3 clusters Score -1.317255e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -13172547.000000 Penalty: 3767.491455
	Iteration 28Q: 3 clusters Score -1.317255e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -13172575.000000 Penalty: 3767.491455
	Iteration 29Q: 3 clusters Score -1.317258e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -13172579.000000 Penalty: 3767.491455
	Iteration 30Q: 3 clusters Score -1.317258e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -13172569.000000 Penalty: 3767.491455
	Iteration 31Q: 3 clusters Score -1.317257e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -13172593.000000 Penalty: 3767.491455
	Iteration 32Q: 3 clusters Score -1.317259e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -13172618.000000 Penalty: 3767.491455
	Iteration 33Q: 3 clusters Score -1.317262e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -13172635.000000 Penalty: 3767.491455
	Iteration 34Q: 3 clusters Score -1.317264e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -13172673.000000 Penalty: 3767.491455
	Iteration 35Q: 3 clusters Score -1.317267e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80200 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -13172674.000000 Penalty: 3767.491455
	Iteration 36Q: 3 clusters Score -1.317267e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -13172674.000000 Penalty: 3767.491455
	Iteration 37Q: 3 clusters Score -1.317267e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -13172694.000000 Penalty: 3767.491455
	Iteration 38Q: 3 clusters Score -1.317269e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -13172707.000000 Penalty: 3767.491455
	Iteration 39Q: 3 clusters Score -1.317271e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -13172727.000000 Penalty: 3767.491455
	Iteration 40F: 3 clusters Score -1.317273e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -13172734.000000 Penalty: 3767.491455
	Iteration 41Q: 3 clusters Score -1.317273e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -13172744.000000 Penalty: 3767.491455
	Iteration 42Q: 3 clusters Score -1.317274e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -13172767.000000 Penalty: 3767.491455
	Iteration 43Q: 3 clusters Score -1.317277e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -13172750.000000 Penalty: 3767.491455
	Iteration 44Q: 3 clusters Score -1.317275e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -13172737.000000 Penalty: 3767.491455
	Iteration 45Q: 3 clusters Score -1.317274e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -13172770.000000 Penalty: 3767.491455
	Iteration 46Q: 3 clusters Score -1.317277e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -13172805.000000 Penalty: 3767.491455
	Iteration 47Q: 3 clusters Score -1.31728e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -13172831.000000 Penalty: 3767.491455
	Iteration 48Q: 3 clusters Score -1.317283e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -13172865.000000 Penalty: 3767.491455
	Iteration 49Q: 3 clusters Score -1.317286e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -13172870.000000 Penalty: 3767.491455
	Iteration 50Q: 3 clusters Score -1.317287e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -13172909.000000 Penalty: 3767.491455
	Iteration 51Q: 3 clusters Score -1.317291e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -13172932.000000 Penalty: 3767.491455
	Iteration 52Q: 3 clusters Score -1.317293e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -13172973.000000 Penalty: 3767.491455
	Iteration 53Q: 3 clusters Score -1.317297e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -13172978.000000 Penalty: 3767.491455
	Iteration 54Q: 3 clusters Score -1.317298e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -13173020.000000 Penalty: 3767.491455
	Iteration 55Q: 3 clusters Score -1.317302e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -13173086.000000 Penalty: 3767.491455
	Iteration 56Q: 3 clusters Score -1.317309e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -13173161.000000 Penalty: 3767.491455
	Iteration 57Q: 3 clusters Score -1.317316e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -13173222.000000 Penalty: 3767.491455
	Iteration 58Q: 3 clusters Score -1.317322e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -13173314.000000 Penalty: 3767.491455
	Iteration 59Q: 3 clusters Score -1.317331e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -13173386.000000 Penalty: 3767.491455
	Iteration 60F: 3 clusters Score -1.317339e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -13173485.000000 Penalty: 3767.491455
	Iteration 61Q: 3 clusters Score -1.317348e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82841 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -13173527.000000 Penalty: 3767.491455
	Iteration 62Q: 3 clusters Score -1.317353e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -13173582.000000 Penalty: 3767.491455
	Iteration 63Q: 3 clusters Score -1.317358e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -13173671.000000 Penalty: 3767.491455
	Iteration 64Q: 3 clusters Score -1.317367e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -13173728.000000 Penalty: 3767.491455
	Iteration 65Q: 3 clusters Score -1.317373e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -13173750.000000 Penalty: 3767.491455
	Iteration 66Q: 3 clusters Score -1.317375e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -13173802.000000 Penalty: 3767.491455
	Iteration 67Q: 3 clusters Score -1.31738e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -13173836.000000 Penalty: 3767.491455
	Iteration 68Q: 3 clusters Score -1.317384e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -13173897.000000 Penalty: 3767.491455
	Iteration 69Q: 3 clusters Score -1.31739e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -13173965.000000 Penalty: 3767.491455
	Iteration 70Q: 3 clusters Score -1.317396e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -13174017.000000 Penalty: 3767.491455
	Iteration 71Q: 3 clusters Score -1.317402e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -13174086.000000 Penalty: 3767.491455
	Iteration 72Q: 3 clusters Score -1.317409e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -13174187.000000 Penalty: 3767.491455
	Iteration 73Q: 3 clusters Score -1.317419e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -13174243.000000 Penalty: 3767.491455
	Iteration 74Q: 3 clusters Score -1.317424e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -13174259.000000 Penalty: 3767.491455
	Iteration 75Q: 3 clusters Score -1.317426e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -13174289.000000 Penalty: 3767.491455
	Iteration 76Q: 3 clusters Score -1.317429e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -13174328.000000 Penalty: 3767.491455
	Iteration 77Q: 3 clusters Score -1.317433e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -13174336.000000 Penalty: 3767.491455
	Iteration 78Q: 3 clusters Score -1.317434e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -13174355.000000 Penalty: 3767.491455
	Iteration 79Q: 3 clusters Score -1.317436e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -13174405.000000 Penalty: 3767.491455
	Iteration 80F: 3 clusters Score -1.31744e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -13174382.000000 Penalty: 3767.491455
	Iteration 81Q: 3 clusters Score -1.317438e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -13174446.000000 Penalty: 3767.491455
	Iteration 82Q: 3 clusters Score -1.317445e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -13174421.000000 Penalty: 3767.491455
	Iteration 83Q: 3 clusters Score -1.317442e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87784 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -13174462.000000 Penalty: 3767.491455
	Iteration 84Q: 3 clusters Score -1.317446e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -13174474.000000 Penalty: 3767.491455
	Iteration 85Q: 3 clusters Score -1.317447e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -13174462.000000 Penalty: 3767.491455
	Iteration 86Q: 3 clusters Score -1.317446e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -13174439.000000 Penalty: 3767.491455
	Iteration 87Q: 3 clusters Score -1.317444e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -13174440.000000 Penalty: 3767.491455
	Iteration 88Q: 3 clusters Score -1.317444e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -13174454.000000 Penalty: 3767.491455
	Iteration 89Q: 3 clusters Score -1.317445e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -13174460.000000 Penalty: 3767.491455
	Iteration 90Q: 3 clusters Score -1.317446e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -13174482.000000 Penalty: 3767.491455
	Iteration 91Q: 3 clusters Score -1.317448e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -13174480.000000 Penalty: 3767.491455
	Iteration 92Q: 3 clusters Score -1.317448e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -13174479.000000 Penalty: 3767.491455
	Iteration 93Q: 3 clusters Score -1.317448e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89567 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -13174448.000000 Penalty: 3767.491455
	Iteration 94Q: 3 clusters Score -1.317445e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -13174422.000000 Penalty: 3767.491455
	Iteration 95Q: 3 clusters Score -1.317442e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -13174406.000000 Penalty: 3767.491455
	Iteration 96Q: 3 clusters Score -1.317441e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -13174395.000000 Penalty: 3767.491455
	Iteration 97Q: 3 clusters Score -1.31744e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -13174388.000000 Penalty: 3767.491455
	Iteration 98Q: 3 clusters Score -1.317439e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -13174378.000000 Penalty: 3767.491455
	Iteration 99Q: 3 clusters Score -1.317438e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -13174383.000000 Penalty: 3767.491455
	Iteration 100F: 3 clusters Score -1.317438e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -13174408.000000 Penalty: 3767.491455
	Iteration 101Q: 3 clusters Score -1.317441e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -13174383.000000 Penalty: 3767.491455
	Iteration 102Q: 3 clusters Score -1.317438e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -13174396.000000 Penalty: 3767.491455
	Iteration 103Q: 3 clusters Score -1.31744e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -13174355.000000 Penalty: 3767.491455
	Iteration 104Q: 3 clusters Score -1.317436e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90836 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -13174334.000000 Penalty: 3767.491455
	Iteration 105Q: 3 clusters Score -1.317433e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -13174328.000000 Penalty: 3767.491455
	Iteration 106Q: 3 clusters Score -1.317433e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -13174281.000000 Penalty: 3767.491455
	Iteration 107Q: 3 clusters Score -1.317428e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -13174295.000000 Penalty: 3767.491455
	Iteration 108Q: 3 clusters Score -1.31743e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91234 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -13174315.000000 Penalty: 3767.491455
	Iteration 109Q: 3 clusters Score -1.317432e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -13174312.000000 Penalty: 3767.491455
	Iteration 110Q: 3 clusters Score -1.317431e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -13174324.000000 Penalty: 3767.491455
	Iteration 111Q: 3 clusters Score -1.317432e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -13174308.000000 Penalty: 3767.491455
	Iteration 112Q: 3 clusters Score -1.317431e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -13174271.000000 Penalty: 3767.491455
	Iteration 113Q: 3 clusters Score -1.317427e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -13174285.000000 Penalty: 3767.491455
	Iteration 114Q: 3 clusters Score -1.317428e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -13174272.000000 Penalty: 3767.491455
	Iteration 115Q: 3 clusters Score -1.317427e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -13174268.000000 Penalty: 3767.491455
	Iteration 116Q: 3 clusters Score -1.317427e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -13174274.000000 Penalty: 3767.491455
	Iteration 117Q: 3 clusters Score -1.317427e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -13174248.000000 Penalty: 3767.491455
	Iteration 118Q: 3 clusters Score -1.317425e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -13174232.000000 Penalty: 3767.491455
	Iteration 119Q: 3 clusters Score -1.317423e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -13174197.000000 Penalty: 3767.491455
	Iteration 120F: 3 clusters Score -1.31742e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -13174203.000000 Penalty: 3767.491455
	Iteration 121Q: 3 clusters Score -1.31742e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -13174211.000000 Penalty: 3767.491455
	Iteration 122Q: 3 clusters Score -1.317421e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -13174185.000000 Penalty: 3767.491455
	Iteration 123Q: 3 clusters Score -1.317418e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -13174190.000000 Penalty: 3767.491455
	Iteration 124Q: 3 clusters Score -1.317419e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92256 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -13174180.000000 Penalty: 3767.491455
	Iteration 125Q: 3 clusters Score -1.317418e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -13174156.000000 Penalty: 3767.491455
	Iteration 126Q: 3 clusters Score -1.317416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -13174156.000000 Penalty: 3767.491455
	Iteration 127Q: 3 clusters Score -1.317416e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -13174123.000000 Penalty: 3767.491455
	Iteration 128Q: 3 clusters Score -1.317412e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92455 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -13174115.000000 Penalty: 3767.491455
	Iteration 129Q: 3 clusters Score -1.317412e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -13174096.000000 Penalty: 3767.491455
	Iteration 130Q: 3 clusters Score -1.31741e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -13174067.000000 Penalty: 3767.491455
	Iteration 131Q: 3 clusters Score -1.317407e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -13174075.000000 Penalty: 3767.491455
	Iteration 132Q: 3 clusters Score -1.317408e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -13174055.000000 Penalty: 3767.491455
	Iteration 133Q: 3 clusters Score -1.317406e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -13174058.000000 Penalty: 3767.491455
	Iteration 134Q: 3 clusters Score -1.317406e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92705 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -13174049.000000 Penalty: 3767.491455
	Iteration 135Q: 3 clusters Score -1.317405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -13174038.000000 Penalty: 3767.491455
	Iteration 136Q: 3 clusters Score -1.317404e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92778 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -13174038.000000 Penalty: 3767.491455
	Iteration 137Q: 3 clusters Score -1.317404e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -13174041.000000 Penalty: 3767.491455
	Iteration 138Q: 3 clusters Score -1.317404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -13174028.000000 Penalty: 3767.491455
	Iteration 139Q: 3 clusters Score -1.317403e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -13174045.000000 Penalty: 3767.491455
	Iteration 140F: 3 clusters Score -1.317404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -13174059.000000 Penalty: 3767.491455
	Iteration 141Q: 3 clusters Score -1.317406e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -13174058.000000 Penalty: 3767.491455
	Iteration 142Q: 3 clusters Score -1.317406e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -13174054.000000 Penalty: 3767.491455
	Iteration 143Q: 3 clusters Score -1.317405e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -13174043.000000 Penalty: 3767.491455
	Iteration 144Q: 3 clusters Score -1.317404e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -13174028.000000 Penalty: 3767.491455
	Iteration 145Q: 3 clusters Score -1.317403e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93065 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -13173991.000000 Penalty: 3767.491455
	Iteration 146Q: 3 clusters Score -1.317399e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -13174001.000000 Penalty: 3767.491455
	Iteration 147Q: 3 clusters Score -1.3174e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93133 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -13173995.000000 Penalty: 3767.491455
	Iteration 148Q: 3 clusters Score -1.3174e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -13173999.000000 Penalty: 3767.491455
	Iteration 149Q: 3 clusters Score -1.3174e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -13173956.000000 Penalty: 3767.491455
	Iteration 150Q: 3 clusters Score -1.317396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -13173944.000000 Penalty: 3767.491455
	Iteration 151Q: 3 clusters Score -1.317394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -13173938.000000 Penalty: 3767.491455
	Iteration 152Q: 3 clusters Score -1.317394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -13173932.000000 Penalty: 3767.491455
	Iteration 153Q: 3 clusters Score -1.317393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -13173930.000000 Penalty: 3767.491455
	Iteration 154Q: 3 clusters Score -1.317393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -13173933.000000 Penalty: 3767.491455
	Iteration 155Q: 3 clusters Score -1.317393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -13173944.000000 Penalty: 3767.491455
	Iteration 156Q: 3 clusters Score -1.317394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -13173942.000000 Penalty: 3767.491455
	Iteration 157Q: 3 clusters Score -1.317394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -13173947.000000 Penalty: 3767.491455
	Iteration 158Q: 3 clusters Score -1.317395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -13173934.000000 Penalty: 3767.491455
	Iteration 159Q: 3 clusters Score -1.317393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -13173938.000000 Penalty: 3767.491455
	Iteration 160F: 3 clusters Score -1.317394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -13173920.000000 Penalty: 3767.491455
	Iteration 161Q: 3 clusters Score -1.317392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -13173916.000000 Penalty: 3767.491455
	Iteration 162Q: 3 clusters Score -1.317392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -13173922.000000 Penalty: 3767.491455
	Iteration 163Q: 3 clusters Score -1.317392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -13173911.000000 Penalty: 3767.491455
	Iteration 164Q: 3 clusters Score -1.317391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -13173902.000000 Penalty: 3767.491455
	Iteration 165Q: 3 clusters Score -1.31739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93474 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -13173879.000000 Penalty: 3767.491455
	Iteration 166Q: 3 clusters Score -1.317388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -13173882.000000 Penalty: 3767.491455
	Iteration 167Q: 3 clusters Score -1.317388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -13173877.000000 Penalty: 3767.491455
	Iteration 168Q: 3 clusters Score -1.317388e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -13173871.000000 Penalty: 3767.491455
	Iteration 169Q: 3 clusters Score -1.317387e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -13173875.000000 Penalty: 3767.491455
	Iteration 170Q: 3 clusters Score -1.317388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93566 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -13173853.000000 Penalty: 3767.491455
	Iteration 171Q: 3 clusters Score -1.317385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93587 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -13173858.000000 Penalty: 3767.491455
	Iteration 172Q: 3 clusters Score -1.317386e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -13173862.000000 Penalty: 3767.491455
	Iteration 173Q: 3 clusters Score -1.317386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -13173843.000000 Penalty: 3767.491455
	Iteration 174Q: 3 clusters Score -1.317384e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -13173848.000000 Penalty: 3767.491455
	Iteration 175Q: 3 clusters Score -1.317385e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93676 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -13173850.000000 Penalty: 3767.491455
	Iteration 176Q: 3 clusters Score -1.317385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -13173844.000000 Penalty: 3767.491455
	Iteration 177Q: 3 clusters Score -1.317384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93709 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -13173854.000000 Penalty: 3767.491455
	Iteration 178Q: 3 clusters Score -1.317385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -13173849.000000 Penalty: 3767.491455
	Iteration 179Q: 3 clusters Score -1.317385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -13173833.000000 Penalty: 3767.491455
	Iteration 180F: 3 clusters Score -1.317383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93744 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -13173842.000000 Penalty: 3767.491455
	Iteration 181Q: 3 clusters Score -1.317384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -13173846.000000 Penalty: 3767.491455
	Iteration 182Q: 3 clusters Score -1.317385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -13173847.000000 Penalty: 3767.491455
	Iteration 183Q: 3 clusters Score -1.317385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -13173855.000000 Penalty: 3767.491455
	Iteration 184Q: 3 clusters Score -1.317386e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -13173858.000000 Penalty: 3767.491455
	Iteration 185Q: 3 clusters Score -1.317386e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -13173836.000000 Penalty: 3767.491455
	Iteration 186Q: 3 clusters Score -1.317384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93867 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -13173823.000000 Penalty: 3767.491455
	Iteration 187Q: 3 clusters Score -1.317382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -13173815.000000 Penalty: 3767.491455
	Iteration 188Q: 3 clusters Score -1.317382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93888 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -13173814.000000 Penalty: 3767.491455
	Iteration 189Q: 3 clusters Score -1.317381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -13173839.000000 Penalty: 3767.491455
	Iteration 190Q: 3 clusters Score -1.317384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93906 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -13173825.000000 Penalty: 3767.491455
	Iteration 191Q: 3 clusters Score -1.317382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -13173810.000000 Penalty: 3767.491455
	Iteration 192Q: 3 clusters Score -1.317381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -13173819.000000 Penalty: 3767.491455
	Iteration 193Q: 3 clusters Score -1.317382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -13173803.000000 Penalty: 3767.491455
	Iteration 194Q: 3 clusters Score -1.31738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -13173797.000000 Penalty: 3767.491455
	Iteration 195Q: 3 clusters Score -1.31738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -13173813.000000 Penalty: 3767.491455
	Iteration 196Q: 3 clusters Score -1.317381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -13173812.000000 Penalty: 3767.491455
	Iteration 197Q: 3 clusters Score -1.317381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -13173805.000000 Penalty: 3767.491455
	Iteration 198Q: 3 clusters Score -1.31738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -13173804.000000 Penalty: 3767.491455
	Iteration 199Q: 3 clusters Score -1.31738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93947 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -13173809.000000 Penalty: 3767.491455
	Iteration 200F: 3 clusters Score -1.317381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 27767 members 
Mstep: Class 11 contains 93947 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 84878 members 
Mstep: Class 19 contains 31834 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 493 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 108435 members 
Mstep: Class 24 contains 14312 members 
Entering Unmasked Estep 
Score: -102174696.000000 Penalty: 53206.125000
Splitting cluster 11 changes total score from -102069616.000000 to -102174696.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (7018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Entering Unmasked Estep 
Score: -823802.937500 Penalty: 1439.137939
	Iteration 0F: 2 clusters Score -823802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -818638.312500 Penalty: 2878.275879
	Iteration 0F: 3 clusters Score -818638.3 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -820351.875000 Penalty: 2878.275879
	Iteration 1F: 3 clusters Score -820351.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -820959.375000 Penalty: 2878.275879
	Iteration 2F: 3 clusters Score -820959.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -822162.000000 Penalty: 2878.275879
	Iteration 3F: 3 clusters Score -822162 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -824067.500000 Penalty: 2878.275879
	Iteration 4F: 3 clusters Score -824067.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -825418.187500 Penalty: 2878.275879
	Iteration 5F: 3 clusters Score -825418.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -826039.750000 Penalty: 2878.275879
	Iteration 6F: 3 clusters Score -826039.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -826212.750000 Penalty: 2878.275879
	Iteration 7Q: 3 clusters Score -826212.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -826253.812500 Penalty: 2878.275879
	Iteration 8Q: 3 clusters Score -826253.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -826267.500000 Penalty: 2878.275879
	Iteration 9Q: 3 clusters Score -826267.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -826273.500000 Penalty: 2878.275879
	Iteration 10Q: 3 clusters Score -826273.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -826278.312500 Penalty: 2878.275879
	Iteration 11Q: 3 clusters Score -826278.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -826281.875000 Penalty: 2878.275879
	Iteration 12Q: 3 clusters Score -826281.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -826284.750000 Penalty: 2878.275879
	Iteration 13Q: 3 clusters Score -826284.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -826287.062500 Penalty: 2878.275879
	Iteration 14Q: 3 clusters Score -826287.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -826285.750000 Penalty: 2878.275879
	Iteration 15Q: 3 clusters Score -826285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -826284.937500 Penalty: 2878.275879
	Iteration 16Q: 3 clusters Score -826284.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -826287.500000 Penalty: 2878.275879
	Iteration 17Q: 3 clusters Score -826287.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -826288.000000 Penalty: 2878.275879
	Iteration 18Q: 3 clusters Score -826288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -826288.000000 Penalty: 2878.275879
	Iteration 19F: 3 clusters Score -826288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 27767 members 
Mstep: Class 11 contains 93947 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 84878 members 
Mstep: Class 19 contains 31834 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 493 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 108435 members 
Mstep: Class 24 contains 14312 members 
Mstep: Class 25 contains 5192 members 
Entering Unmasked Estep 
Score: -102176456.000000 Penalty: 55423.046875
Splitting cluster 12 changes total score from -102069616.000000 to -102176456.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (8509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Entering Unmasked Estep 
Score: -1008157.937500 Penalty: 1470.442993
	Iteration 0F: 2 clusters Score -1008158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1001992.562500 Penalty: 2940.885986
	Iteration 0F: 3 clusters Score -1001993 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1004174.500000 Penalty: 2940.885986
	Iteration 1F: 3 clusters Score -1004174 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1004589.250000 Penalty: 2940.885986
	Iteration 2F: 3 clusters Score -1004589 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1004942.125000 Penalty: 2940.885986
	Iteration 3F: 3 clusters Score -1004942 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1005236.562500 Penalty: 2940.885986
	Iteration 4F: 3 clusters Score -1005237 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1005468.875000 Penalty: 2940.885986
	Iteration 5Q: 3 clusters Score -1005469 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1005672.187500 Penalty: 2940.885986
	Iteration 6Q: 3 clusters Score -1005672 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1005837.187500 Penalty: 2940.885986
	Iteration 7Q: 3 clusters Score -1005837 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1005999.625000 Penalty: 2940.885986
	Iteration 8Q: 3 clusters Score -1006000 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1006146.062500 Penalty: 2940.885986
	Iteration 9Q: 3 clusters Score -1006146 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1006267.187500 Penalty: 2940.885986
	Iteration 10Q: 3 clusters Score -1006267 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1006349.062500 Penalty: 2940.885986
	Iteration 11Q: 3 clusters Score -1006349 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1006403.562500 Penalty: 2940.885986
	Iteration 12Q: 3 clusters Score -1006404 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1006440.687500 Penalty: 2940.885986
	Iteration 13Q: 3 clusters Score -1006441 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1006473.812500 Penalty: 2940.885986
	Iteration 14Q: 3 clusters Score -1006474 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1006504.687500 Penalty: 2940.885986
	Iteration 15Q: 3 clusters Score -1006505 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1006533.750000 Penalty: 2940.885986
	Iteration 16Q: 3 clusters Score -1006534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1006550.937500 Penalty: 2940.885986
	Iteration 17Q: 3 clusters Score -1006551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1006565.187500 Penalty: 2940.885986
	Iteration 18Q: 3 clusters Score -1006565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1006574.812500 Penalty: 2940.885986
	Iteration 19Q: 3 clusters Score -1006575 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1006594.812500 Penalty: 2940.885986
	Iteration 20F: 3 clusters Score -1006595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1006607.000000 Penalty: 2940.885986
	Iteration 21Q: 3 clusters Score -1006607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1006622.500000 Penalty: 2940.885986
	Iteration 22Q: 3 clusters Score -1006622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1006643.500000 Penalty: 2940.885986
	Iteration 23Q: 3 clusters Score -1006644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1006670.625000 Penalty: 2940.885986
	Iteration 24Q: 3 clusters Score -1006671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1006699.625000 Penalty: 2940.885986
	Iteration 25Q: 3 clusters Score -1006700 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1006745.187500 Penalty: 2940.885986
	Iteration 26Q: 3 clusters Score -1006745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1006805.625000 Penalty: 2940.885986
	Iteration 27Q: 3 clusters Score -1006806 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1006942.937500 Penalty: 2940.885986
	Iteration 28Q: 3 clusters Score -1006943 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1007117.750000 Penalty: 2940.885986
	Iteration 29Q: 3 clusters Score -1007118 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1007204.125000 Penalty: 2940.885986
	Iteration 30Q: 3 clusters Score -1007204 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1007243.812500 Penalty: 2940.885986
	Iteration 31Q: 3 clusters Score -1007244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1007278.812500 Penalty: 2940.885986
	Iteration 32Q: 3 clusters Score -1007279 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1007312.750000 Penalty: 2940.885986
	Iteration 33Q: 3 clusters Score -1007313 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1007362.187500 Penalty: 2940.885986
	Iteration 34Q: 3 clusters Score -1007362 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1007432.375000 Penalty: 2940.885986
	Iteration 35Q: 3 clusters Score -1007432 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1007524.250000 Penalty: 2940.885986
	Iteration 36Q: 3 clusters Score -1007524 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1007624.875000 Penalty: 2940.885986
	Iteration 37Q: 3 clusters Score -1007625 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1007731.562500 Penalty: 2940.885986
	Iteration 38Q: 3 clusters Score -1007732 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1007826.312500 Penalty: 2940.885986
	Iteration 39Q: 3 clusters Score -1007826 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1007899.687500 Penalty: 2940.885986
	Iteration 40F: 3 clusters Score -1007900 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1007959.375000 Penalty: 2940.885986
	Iteration 41Q: 3 clusters Score -1007959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1007990.750000 Penalty: 2940.885986
	Iteration 42Q: 3 clusters Score -1007991 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1008021.937500 Penalty: 2940.885986
	Iteration 43Q: 3 clusters Score -1008022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1008061.125000 Penalty: 2940.885986
	Iteration 44Q: 3 clusters Score -1008061 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1008112.437500 Penalty: 2940.885986
	Iteration 45Q: 3 clusters Score -1008112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1008162.500000 Penalty: 2940.885986
	Iteration 46Q: 3 clusters Score -1008162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1008236.187500 Penalty: 2940.885986
	Iteration 47Q: 3 clusters Score -1008236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1008342.250000 Penalty: 2940.885986
	Iteration 48Q: 3 clusters Score -1008342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1008442.437500 Penalty: 2940.885986
	Iteration 49Q: 3 clusters Score -1008442 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1008526.812500 Penalty: 2940.885986
	Iteration 50Q: 3 clusters Score -1008527 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1008583.187500 Penalty: 2940.885986
	Iteration 51Q: 3 clusters Score -1008583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1008611.062500 Penalty: 2940.885986
	Iteration 52Q: 3 clusters Score -1008611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1008632.312500 Penalty: 2940.885986
	Iteration 53Q: 3 clusters Score -1008632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1008653.187500 Penalty: 2940.885986
	Iteration 54Q: 3 clusters Score -1008653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1008665.875000 Penalty: 2940.885986
	Iteration 55Q: 3 clusters Score -1008666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1008668.375000 Penalty: 2940.885986
	Iteration 56Q: 3 clusters Score -1008668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1008675.250000 Penalty: 2940.885986
	Iteration 57Q: 3 clusters Score -1008675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1008679.000000 Penalty: 2940.885986
	Iteration 58Q: 3 clusters Score -1008679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1008678.437500 Penalty: 2940.885986
	Iteration 59Q: 3 clusters Score -1008678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1008682.625000 Penalty: 2940.885986
	Iteration 60F: 3 clusters Score -1008683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1008684.437500 Penalty: 2940.885986
	Iteration 61Q: 3 clusters Score -1008684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1008684.125000 Penalty: 2940.885986
	Iteration 62Q: 3 clusters Score -1008684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1008684.687500 Penalty: 2940.885986
	Iteration 63Q: 3 clusters Score -1008685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1008685.000000 Penalty: 2940.885986
	Iteration 64Q: 3 clusters Score -1008685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1008684.375000 Penalty: 2940.885986
	Iteration 65Q: 3 clusters Score -1008684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1008684.375000 Penalty: 2940.885986
	Iteration 66F: 3 clusters Score -1008684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 27767 members 
Mstep: Class 11 contains 93947 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 5532 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 84878 members 
Mstep: Class 19 contains 31834 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 493 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 108435 members 
Mstep: Class 24 contains 14312 members 
Mstep: Class 25 contains 5192 members 
Mstep: Class 26 contains 2977 members 
Entering Unmasked Estep 
Score: -102176296.000000 Penalty: 57639.968750
Splitting cluster 13 changes total score from -102069616.000000 to -102176296.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (17193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Entering Unmasked Estep 
Score: -2067547.375000 Penalty: 1584.741821
	Iteration 0F: 2 clusters Score -2067547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2055719.750000 Penalty: 3169.483643
	Iteration 0F: 3 clusters Score -2055720 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2060255.250000 Penalty: 3169.483643
	Iteration 1F: 3 clusters Score -2060255 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2061094.375000 Penalty: 3169.483643
	Iteration 2F: 3 clusters Score -2061094 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2062308.000000 Penalty: 3169.483643
	Iteration 3F: 3 clusters Score -2062308 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2063961.375000 Penalty: 3169.483643
	Iteration 4F: 3 clusters Score -2063961 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2065675.000000 Penalty: 3169.483643
	Iteration 5F: 3 clusters Score -2065675 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2066878.375000 Penalty: 3169.483643
	Iteration 6F: 3 clusters Score -2066878 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2067460.125000 Penalty: 3169.483643
	Iteration 7F: 3 clusters Score -2067460 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2067745.750000 Penalty: 3169.483643
	Iteration 8Q: 3 clusters Score -2067746 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2067896.500000 Penalty: 3169.483643
	Iteration 9Q: 3 clusters Score -2067896 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2067990.125000 Penalty: 3169.483643
	Iteration 10Q: 3 clusters Score -2067990 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2068067.250000 Penalty: 3169.483643
	Iteration 11Q: 3 clusters Score -2068067 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2068137.375000 Penalty: 3169.483643
	Iteration 12Q: 3 clusters Score -2068137 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2068163.125000 Penalty: 3169.483643
	Iteration 13Q: 3 clusters Score -2068163 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2068183.125000 Penalty: 3169.483643
	Iteration 14Q: 3 clusters Score -2068183 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2068200.000000 Penalty: 3169.483643
	Iteration 15Q: 3 clusters Score -2068200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2068217.500000 Penalty: 3169.483643
	Iteration 16Q: 3 clusters Score -2068218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2068236.250000 Penalty: 3169.483643
	Iteration 17Q: 3 clusters Score -2068236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2068245.000000 Penalty: 3169.483643
	Iteration 18Q: 3 clusters Score -2068245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2068255.625000 Penalty: 3169.483643
	Iteration 19Q: 3 clusters Score -2068256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2068258.500000 Penalty: 3169.483643
	Iteration 20F: 3 clusters Score -2068258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2068258.000000 Penalty: 3169.483643
	Iteration 21Q: 3 clusters Score -2068258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2068262.250000 Penalty: 3169.483643
	Iteration 22Q: 3 clusters Score -2068262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2068270.625000 Penalty: 3169.483643
	Iteration 23Q: 3 clusters Score -2068271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2068278.625000 Penalty: 3169.483643
	Iteration 24Q: 3 clusters Score -2068279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2068277.750000 Penalty: 3169.483643
	Iteration 25Q: 3 clusters Score -2068278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2068283.625000 Penalty: 3169.483643
	Iteration 26Q: 3 clusters Score -2068284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2068284.250000 Penalty: 3169.483643
	Iteration 27Q: 3 clusters Score -2068284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2068294.125000 Penalty: 3169.483643
	Iteration 28Q: 3 clusters Score -2068294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2068295.750000 Penalty: 3169.483643
	Iteration 29Q: 3 clusters Score -2068296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2068298.250000 Penalty: 3169.483643
	Iteration 30Q: 3 clusters Score -2068298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2068302.875000 Penalty: 3169.483643
	Iteration 31Q: 3 clusters Score -2068303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2068303.500000 Penalty: 3169.483643
	Iteration 32Q: 3 clusters Score -2068304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2068308.875000 Penalty: 3169.483643
	Iteration 33Q: 3 clusters Score -2068309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2068312.000000 Penalty: 3169.483643
	Iteration 34Q: 3 clusters Score -2068312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2068315.375000 Penalty: 3169.483643
	Iteration 35Q: 3 clusters Score -2068315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2068316.375000 Penalty: 3169.483643
	Iteration 36Q: 3 clusters Score -2068316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2068318.500000 Penalty: 3169.483643
	Iteration 37Q: 3 clusters Score -2068318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2068325.250000 Penalty: 3169.483643
	Iteration 38Q: 3 clusters Score -2068325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2068330.125000 Penalty: 3169.483643
	Iteration 39Q: 3 clusters Score -2068330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2068330.750000 Penalty: 3169.483643
	Iteration 40F: 3 clusters Score -2068331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2068328.375000 Penalty: 3169.483643
	Iteration 41Q: 3 clusters Score -2068328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2068326.500000 Penalty: 3169.483643
	Iteration 42Q: 3 clusters Score -2068326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2068326.750000 Penalty: 3169.483643
	Iteration 43Q: 3 clusters Score -2068327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2068333.125000 Penalty: 3169.483643
	Iteration 44Q: 3 clusters Score -2068333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2068336.875000 Penalty: 3169.483643
	Iteration 45Q: 3 clusters Score -2068337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2068338.125000 Penalty: 3169.483643
	Iteration 46Q: 3 clusters Score -2068338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2068337.750000 Penalty: 3169.483643
	Iteration 47Q: 3 clusters Score -2068338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2068337.250000 Penalty: 3169.483643
	Iteration 48Q: 3 clusters Score -2068337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2068343.500000 Penalty: 3169.483643
	Iteration 49Q: 3 clusters Score -2068344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2068344.625000 Penalty: 3169.483643
	Iteration 50Q: 3 clusters Score -2068345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2068345.250000 Penalty: 3169.483643
	Iteration 51Q: 3 clusters Score -2068345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2068346.125000 Penalty: 3169.483643
	Iteration 52Q: 3 clusters Score -2068346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2068352.500000 Penalty: 3169.483643
	Iteration 53Q: 3 clusters Score -2068352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2068357.125000 Penalty: 3169.483643
	Iteration 54Q: 3 clusters Score -2068357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2068359.750000 Penalty: 3169.483643
	Iteration 55Q: 3 clusters Score -2068360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2068365.375000 Penalty: 3169.483643
	Iteration 56Q: 3 clusters Score -2068365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2068372.125000 Penalty: 3169.483643
	Iteration 57Q: 3 clusters Score -2068372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2068376.250000 Penalty: 3169.483643
	Iteration 58Q: 3 clusters Score -2068376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2068380.750000 Penalty: 3169.483643
	Iteration 59Q: 3 clusters Score -2068381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2068381.250000 Penalty: 3169.483643
	Iteration 60F: 3 clusters Score -2068381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2068383.625000 Penalty: 3169.483643
	Iteration 61Q: 3 clusters Score -2068384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2068387.750000 Penalty: 3169.483643
	Iteration 62Q: 3 clusters Score -2068388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2068384.375000 Penalty: 3169.483643
	Iteration 63Q: 3 clusters Score -2068384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2068393.500000 Penalty: 3169.483643
	Iteration 64Q: 3 clusters Score -2068394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2068399.000000 Penalty: 3169.483643
	Iteration 65Q: 3 clusters Score -2068399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2068405.000000 Penalty: 3169.483643
	Iteration 66Q: 3 clusters Score -2068405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2068410.500000 Penalty: 3169.483643
	Iteration 67Q: 3 clusters Score -2068410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2068411.250000 Penalty: 3169.483643
	Iteration 68Q: 3 clusters Score -2068411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2068415.500000 Penalty: 3169.483643
	Iteration 69Q: 3 clusters Score -2068416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2068418.250000 Penalty: 3169.483643
	Iteration 70Q: 3 clusters Score -2068418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2068419.500000 Penalty: 3169.483643
	Iteration 71Q: 3 clusters Score -2068420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2068427.500000 Penalty: 3169.483643
	Iteration 72Q: 3 clusters Score -2068428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2068438.625000 Penalty: 3169.483643
	Iteration 73Q: 3 clusters Score -2068439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2068455.875000 Penalty: 3169.483643
	Iteration 74Q: 3 clusters Score -2068456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2068467.250000 Penalty: 3169.483643
	Iteration 75Q: 3 clusters Score -2068467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2068476.500000 Penalty: 3169.483643
	Iteration 76Q: 3 clusters Score -2068476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2068485.500000 Penalty: 3169.483643
	Iteration 77Q: 3 clusters Score -2068486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2068496.750000 Penalty: 3169.483643
	Iteration 78Q: 3 clusters Score -2068497 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2068508.500000 Penalty: 3169.483643
	Iteration 79Q: 3 clusters Score -2068508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2068512.875000 Penalty: 3169.483643
	Iteration 80F: 3 clusters Score -2068513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2068526.125000 Penalty: 3169.483643
	Iteration 81Q: 3 clusters Score -2068526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2068540.875000 Penalty: 3169.483643
	Iteration 82Q: 3 clusters Score -2068541 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2068550.125000 Penalty: 3169.483643
	Iteration 83Q: 3 clusters Score -2068550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2068559.875000 Penalty: 3169.483643
	Iteration 84Q: 3 clusters Score -2068560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2068574.125000 Penalty: 3169.483643
	Iteration 85Q: 3 clusters Score -2068574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2068584.000000 Penalty: 3169.483643
	Iteration 86Q: 3 clusters Score -2068584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2068599.125000 Penalty: 3169.483643
	Iteration 87Q: 3 clusters Score -2068599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2068608.500000 Penalty: 3169.483643
	Iteration 88Q: 3 clusters Score -2068608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2068609.750000 Penalty: 3169.483643
	Iteration 89Q: 3 clusters Score -2068610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2068617.000000 Penalty: 3169.483643
	Iteration 90Q: 3 clusters Score -2068617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2068618.625000 Penalty: 3169.483643
	Iteration 91Q: 3 clusters Score -2068619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2068625.125000 Penalty: 3169.483643
	Iteration 92Q: 3 clusters Score -2068625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2068630.000000 Penalty: 3169.483643
	Iteration 93Q: 3 clusters Score -2068630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2068630.625000 Penalty: 3169.483643
	Iteration 94Q: 3 clusters Score -2068631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2068634.000000 Penalty: 3169.483643
	Iteration 95Q: 3 clusters Score -2068634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2068635.625000 Penalty: 3169.483643
	Iteration 96Q: 3 clusters Score -2068636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2068642.750000 Penalty: 3169.483643
	Iteration 97Q: 3 clusters Score -2068643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2068645.000000 Penalty: 3169.483643
	Iteration 98Q: 3 clusters Score -2068645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2068650.375000 Penalty: 3169.483643
	Iteration 99Q: 3 clusters Score -2068650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2068654.375000 Penalty: 3169.483643
	Iteration 100F: 3 clusters Score -2068654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2068657.000000 Penalty: 3169.483643
	Iteration 101Q: 3 clusters Score -2068657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2068657.250000 Penalty: 3169.483643
	Iteration 102Q: 3 clusters Score -2068657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2068657.750000 Penalty: 3169.483643
	Iteration 103Q: 3 clusters Score -2068658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2068657.125000 Penalty: 3169.483643
	Iteration 104Q: 3 clusters Score -2068657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2068657.750000 Penalty: 3169.483643
	Iteration 105Q: 3 clusters Score -2068658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2068660.625000 Penalty: 3169.483643
	Iteration 106Q: 3 clusters Score -2068661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2068656.750000 Penalty: 3169.483643
	Iteration 107Q: 3 clusters Score -2068657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2068659.750000 Penalty: 3169.483643
	Iteration 108Q: 3 clusters Score -2068660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2068660.875000 Penalty: 3169.483643
	Iteration 109Q: 3 clusters Score -2068661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2068660.875000 Penalty: 3169.483643
	Iteration 110Q: 3 clusters Score -2068661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2068659.750000 Penalty: 3169.483643
	Iteration 111Q: 3 clusters Score -2068660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2068658.125000 Penalty: 3169.483643
	Iteration 112Q: 3 clusters Score -2068658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2068660.375000 Penalty: 3169.483643
	Iteration 113Q: 3 clusters Score -2068660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2068660.375000 Penalty: 3169.483643
	Iteration 114F: 3 clusters Score -2068660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 27767 members 
Mstep: Class 11 contains 93947 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 5532 members 
Mstep: Class 14 contains 13030 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 84878 members 
Mstep: Class 19 contains 31834 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 493 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 108435 members 
Mstep: Class 24 contains 14312 members 
Mstep: Class 25 contains 5192 members 
Mstep: Class 26 contains 2977 members 
Mstep: Class 27 contains 4163 members 
Entering Unmasked Estep 
Score: -102176536.000000 Penalty: 59856.890625
Splitting cluster 14 changes total score from -102069616.000000 to -102176536.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -307116.187500 Penalty: 1287.131592
	Iteration 0F: 2 clusters Score -307116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -304540.062500 Penalty: 2574.263184
	Iteration 0F: 3 clusters Score -304540.1 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -305213.437500 Penalty: 2574.263184
	Iteration 1F: 3 clusters Score -305213.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -305405.343750 Penalty: 2574.263184
	Iteration 2F: 3 clusters Score -305405.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -305608.437500 Penalty: 2574.263184
	Iteration 3F: 3 clusters Score -305608.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -305850.218750 Penalty: 2574.263184
	Iteration 4F: 3 clusters Score -305850.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -306110.468750 Penalty: 2574.263184
	Iteration 5F: 3 clusters Score -306110.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -306327.312500 Penalty: 2574.263184
	Iteration 6F: 3 clusters Score -306327.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -306459.125000 Penalty: 2574.263184
	Iteration 7Q: 3 clusters Score -306459.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -306545.562500 Penalty: 2574.263184
	Iteration 8Q: 3 clusters Score -306545.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -306603.250000 Penalty: 2574.263184
	Iteration 9Q: 3 clusters Score -306603.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -306629.062500 Penalty: 2574.263184
	Iteration 10Q: 3 clusters Score -306629.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -306647.093750 Penalty: 2574.263184
	Iteration 11Q: 3 clusters Score -306647.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -306657.875000 Penalty: 2574.263184
	Iteration 12Q: 3 clusters Score -306657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -306662.281250 Penalty: 2574.263184
	Iteration 13Q: 3 clusters Score -306662.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -306664.000000 Penalty: 2574.263184
	Iteration 14Q: 3 clusters Score -306664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -306666.625000 Penalty: 2574.263184
	Iteration 15Q: 3 clusters Score -306666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -306669.187500 Penalty: 2574.263184
	Iteration 16Q: 3 clusters Score -306669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -306671.718750 Penalty: 2574.263184
	Iteration 17Q: 3 clusters Score -306671.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -306675.812500 Penalty: 2574.263184
	Iteration 18Q: 3 clusters Score -306675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -306678.750000 Penalty: 2574.263184
	Iteration 19Q: 3 clusters Score -306678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -306680.437500 Penalty: 2574.263184
	Iteration 20F: 3 clusters Score -306680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -306682.406250 Penalty: 2574.263184
	Iteration 21Q: 3 clusters Score -306682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -306682.906250 Penalty: 2574.263184
	Iteration 22Q: 3 clusters Score -306682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -306682.906250 Penalty: 2574.263184
	Iteration 23F: 3 clusters Score -306682.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -426238.437500 Penalty: 1331.247803
	Iteration 0F: 2 clusters Score -426238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -423154.062500 Penalty: 2662.495605
	Iteration 0F: 3 clusters Score -423154.1 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -423946.718750 Penalty: 2662.495605
	Iteration 1F: 3 clusters Score -423946.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -424115.687500 Penalty: 2662.495605
	Iteration 2F: 3 clusters Score -424115.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -424206.312500 Penalty: 2662.495605
	Iteration 3Q: 3 clusters Score -424206.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -424255.156250 Penalty: 2662.495605
	Iteration 4Q: 3 clusters Score -424255.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -424285.593750 Penalty: 2662.495605
	Iteration 5Q: 3 clusters Score -424285.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -424310.281250 Penalty: 2662.495605
	Iteration 6Q: 3 clusters Score -424310.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -424322.781250 Penalty: 2662.495605
	Iteration 7Q: 3 clusters Score -424322.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -424333.281250 Penalty: 2662.495605
	Iteration 8Q: 3 clusters Score -424333.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -424342.437500 Penalty: 2662.495605
	Iteration 9Q: 3 clusters Score -424342.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -424350.031250 Penalty: 2662.495605
	Iteration 10Q: 3 clusters Score -424350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -424359.531250 Penalty: 2662.495605
	Iteration 11Q: 3 clusters Score -424359.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -424368.156250 Penalty: 2662.495605
	Iteration 12Q: 3 clusters Score -424368.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -424373.843750 Penalty: 2662.495605
	Iteration 13Q: 3 clusters Score -424373.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -424384.156250 Penalty: 2662.495605
	Iteration 14Q: 3 clusters Score -424384.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -424395.718750 Penalty: 2662.495605
	Iteration 15Q: 3 clusters Score -424395.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -424406.187500 Penalty: 2662.495605
	Iteration 16Q: 3 clusters Score -424406.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -424413.187500 Penalty: 2662.495605
	Iteration 17Q: 3 clusters Score -424413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -424420.343750 Penalty: 2662.495605
	Iteration 18Q: 3 clusters Score -424420.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -424426.562500 Penalty: 2662.495605
	Iteration 19Q: 3 clusters Score -424426.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -424433.656250 Penalty: 2662.495605
	Iteration 20F: 3 clusters Score -424433.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -424440.812500 Penalty: 2662.495605
	Iteration 21Q: 3 clusters Score -424440.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -424446.250000 Penalty: 2662.495605
	Iteration 22Q: 3 clusters Score -424446.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -424452.687500 Penalty: 2662.495605
	Iteration 23Q: 3 clusters Score -424452.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -424455.218750 Penalty: 2662.495605
	Iteration 24Q: 3 clusters Score -424455.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -424458.312500 Penalty: 2662.495605
	Iteration 25Q: 3 clusters Score -424458.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -424461.312500 Penalty: 2662.495605
	Iteration 26Q: 3 clusters Score -424461.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -424463.906250 Penalty: 2662.495605
	Iteration 27Q: 3 clusters Score -424463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -424464.500000 Penalty: 2662.495605
	Iteration 28Q: 3 clusters Score -424464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -424466.062500 Penalty: 2662.495605
	Iteration 29Q: 3 clusters Score -424466.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -424468.500000 Penalty: 2662.495605
	Iteration 30Q: 3 clusters Score -424468.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -424470.875000 Penalty: 2662.495605
	Iteration 31Q: 3 clusters Score -424470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -424471.281250 Penalty: 2662.495605
	Iteration 32Q: 3 clusters Score -424471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -424472.906250 Penalty: 2662.495605
	Iteration 33Q: 3 clusters Score -424472.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -424474.062500 Penalty: 2662.495605
	Iteration 34Q: 3 clusters Score -424474.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -424475.750000 Penalty: 2662.495605
	Iteration 35Q: 3 clusters Score -424475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -424477.156250 Penalty: 2662.495605
	Iteration 36Q: 3 clusters Score -424477.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -424478.218750 Penalty: 2662.495605
	Iteration 37Q: 3 clusters Score -424478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -424480.406250 Penalty: 2662.495605
	Iteration 38Q: 3 clusters Score -424480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -424481.125000 Penalty: 2662.495605
	Iteration 39Q: 3 clusters Score -424481.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -424482.156250 Penalty: 2662.495605
	Iteration 40F: 3 clusters Score -424482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -424483.375000 Penalty: 2662.495605
	Iteration 41Q: 3 clusters Score -424483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -424483.437500 Penalty: 2662.495605
	Iteration 42Q: 3 clusters Score -424483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -424483.875000 Penalty: 2662.495605
	Iteration 43Q: 3 clusters Score -424483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -424483.875000 Penalty: 2662.495605
	Iteration 44F: 3 clusters Score -424483.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Entering Unmasked Estep 
Score: -3872311.500000 Penalty: 1684.847168
	Iteration 0F: 2 clusters Score -3872312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3850901.500000 Penalty: 3369.694336
	Iteration 0F: 3 clusters Score -3850902 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3860096.500000 Penalty: 3369.694336
	Iteration 1F: 3 clusters Score -3860096 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3861982.250000 Penalty: 3369.694336
	Iteration 2F: 3 clusters Score -3861982 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3864540.500000 Penalty: 3369.694336
	Iteration 3F: 3 clusters Score -3864540 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3866934.500000 Penalty: 3369.694336
	Iteration 4F: 3 clusters Score -3866934 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3868558.000000 Penalty: 3369.694336
	Iteration 5F: 3 clusters Score -3868558 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3869469.750000 Penalty: 3369.694336
	Iteration 6Q: 3 clusters Score -3869470 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3870076.250000 Penalty: 3369.694336
	Iteration 7Q: 3 clusters Score -3870076 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3870617.000000 Penalty: 3369.694336
	Iteration 8Q: 3 clusters Score -3870617 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3871008.500000 Penalty: 3369.694336
	Iteration 9Q: 3 clusters Score -3871008 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3871313.500000 Penalty: 3369.694336
	Iteration 10Q: 3 clusters Score -3871314 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3871495.250000 Penalty: 3369.694336
	Iteration 11Q: 3 clusters Score -3871495 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3871670.250000 Penalty: 3369.694336
	Iteration 12Q: 3 clusters Score -3871670 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3871783.250000 Penalty: 3369.694336
	Iteration 13Q: 3 clusters Score -3871783 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3871872.750000 Penalty: 3369.694336
	Iteration 14Q: 3 clusters Score -3871873 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -3871955.750000 Penalty: 3369.694336
	Iteration 15Q: 3 clusters Score -3871956 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3872004.000000 Penalty: 3369.694336
	Iteration 16Q: 3 clusters Score -3872004 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3872042.500000 Penalty: 3369.694336
	Iteration 17Q: 3 clusters Score -3872042 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3872077.500000 Penalty: 3369.694336
	Iteration 18Q: 3 clusters Score -3872078 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3872106.750000 Penalty: 3369.694336
	Iteration 19Q: 3 clusters Score -3872107 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3872143.000000 Penalty: 3369.694336
	Iteration 20F: 3 clusters Score -3872143 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3872179.750000 Penalty: 3369.694336
	Iteration 21Q: 3 clusters Score -3872180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3872193.250000 Penalty: 3369.694336
	Iteration 22Q: 3 clusters Score -3872193 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3872208.000000 Penalty: 3369.694336
	Iteration 23Q: 3 clusters Score -3872208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3872233.500000 Penalty: 3369.694336
	Iteration 24Q: 3 clusters Score -3872234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3872245.750000 Penalty: 3369.694336
	Iteration 25Q: 3 clusters Score -3872246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3872253.500000 Penalty: 3369.694336
	Iteration 26Q: 3 clusters Score -3872254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3872260.000000 Penalty: 3369.694336
	Iteration 27Q: 3 clusters Score -3872260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3872281.750000 Penalty: 3369.694336
	Iteration 28Q: 3 clusters Score -3872282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3872277.000000 Penalty: 3369.694336
	Iteration 29Q: 3 clusters Score -3872277 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3872285.250000 Penalty: 3369.694336
	Iteration 30Q: 3 clusters Score -3872285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3872297.000000 Penalty: 3369.694336
	Iteration 31Q: 3 clusters Score -3872297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3872309.250000 Penalty: 3369.694336
	Iteration 32Q: 3 clusters Score -3872309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3872307.750000 Penalty: 3369.694336
	Iteration 33Q: 3 clusters Score -3872308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3872324.250000 Penalty: 3369.694336
	Iteration 34Q: 3 clusters Score -3872324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3872324.250000 Penalty: 3369.694336
	Iteration 35Q: 3 clusters Score -3872324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3872322.500000 Penalty: 3369.694336
	Iteration 36Q: 3 clusters Score -3872322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3872328.250000 Penalty: 3369.694336
	Iteration 37Q: 3 clusters Score -3872328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -3872324.500000 Penalty: 3369.694336
	Iteration 38Q: 3 clusters Score -3872324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3872321.750000 Penalty: 3369.694336
	Iteration 39Q: 3 clusters Score -3872322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3872316.500000 Penalty: 3369.694336
	Iteration 40F: 3 clusters Score -3872316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3872319.500000 Penalty: 3369.694336
	Iteration 41Q: 3 clusters Score -3872320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3872322.000000 Penalty: 3369.694336
	Iteration 42Q: 3 clusters Score -3872322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3872327.250000 Penalty: 3369.694336
	Iteration 43Q: 3 clusters Score -3872327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3872324.250000 Penalty: 3369.694336
	Iteration 44Q: 3 clusters Score -3872324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3872327.500000 Penalty: 3369.694336
	Iteration 45Q: 3 clusters Score -3872328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3872331.000000 Penalty: 3369.694336
	Iteration 46Q: 3 clusters Score -3872331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3872330.500000 Penalty: 3369.694336
	Iteration 47Q: 3 clusters Score -3872330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3872329.000000 Penalty: 3369.694336
	Iteration 48Q: 3 clusters Score -3872329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -3872332.500000 Penalty: 3369.694336
	Iteration 49Q: 3 clusters Score -3872332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3872332.250000 Penalty: 3369.694336
	Iteration 50Q: 3 clusters Score -3872332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3872336.500000 Penalty: 3369.694336
	Iteration 51Q: 3 clusters Score -3872336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3872337.500000 Penalty: 3369.694336
	Iteration 52Q: 3 clusters Score -3872338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3872347.000000 Penalty: 3369.694336
	Iteration 53Q: 3 clusters Score -3872347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3872348.000000 Penalty: 3369.694336
	Iteration 54Q: 3 clusters Score -3872348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3872349.250000 Penalty: 3369.694336
	Iteration 55Q: 3 clusters Score -3872349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3872352.250000 Penalty: 3369.694336
	Iteration 56Q: 3 clusters Score -3872352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3872351.500000 Penalty: 3369.694336
	Iteration 57Q: 3 clusters Score -3872352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3872350.500000 Penalty: 3369.694336
	Iteration 58Q: 3 clusters Score -3872350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3872345.500000 Penalty: 3369.694336
	Iteration 59Q: 3 clusters Score -3872346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3872346.750000 Penalty: 3369.694336
	Iteration 60F: 3 clusters Score -3872347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3872341.500000 Penalty: 3369.694336
	Iteration 61Q: 3 clusters Score -3872342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3872340.000000 Penalty: 3369.694336
	Iteration 62Q: 3 clusters Score -3872340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -3872343.500000 Penalty: 3369.694336
	Iteration 63Q: 3 clusters Score -3872344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3872349.750000 Penalty: 3369.694336
	Iteration 64Q: 3 clusters Score -3872350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3872351.000000 Penalty: 3369.694336
	Iteration 65Q: 3 clusters Score -3872351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3872353.000000 Penalty: 3369.694336
	Iteration 66Q: 3 clusters Score -3872353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3872356.250000 Penalty: 3369.694336
	Iteration 67Q: 3 clusters Score -3872356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3872355.500000 Penalty: 3369.694336
	Iteration 68Q: 3 clusters Score -3872356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -3872364.000000 Penalty: 3369.694336
	Iteration 69Q: 3 clusters Score -3872364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3872367.750000 Penalty: 3369.694336
	Iteration 70Q: 3 clusters Score -3872368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3872365.750000 Penalty: 3369.694336
	Iteration 71Q: 3 clusters Score -3872366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3872366.500000 Penalty: 3369.694336
	Iteration 72Q: 3 clusters Score -3872366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3872368.500000 Penalty: 3369.694336
	Iteration 73Q: 3 clusters Score -3872368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -3872363.500000 Penalty: 3369.694336
	Iteration 74Q: 3 clusters Score -3872364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -3872363.500000 Penalty: 3369.694336
	Iteration 75F: 3 clusters Score -3872364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 27767 members 
Mstep: Class 11 contains 93947 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 5532 members 
Mstep: Class 14 contains 13030 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 84878 members 
Mstep: Class 19 contains 3863 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 493 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 108435 members 
Mstep: Class 24 contains 14312 members 
Mstep: Class 25 contains 5192 members 
Mstep: Class 26 contains 2977 members 
Mstep: Class 27 contains 4163 members 
Mstep: Class 28 contains 27971 members 
Entering Unmasked Estep 
Score: -102176168.000000 Penalty: 62073.812500
Splitting cluster 19 changes total score from -102069616.000000 to -102176168.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 84260 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 27767 members 
Mstep: Class 11 contains 93947 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 5532 members 
Mstep: Class 14 contains 13030 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 19 contains 3863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102195192.000000 Penalty: 62073.812500
Iteration 39Q: 29 clusters Score -1.021952e+08 nChanged 33208
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 3874 members 
Mstep: Class 3 contains 95512 members 
Mstep: Class 4 contains 86369 members 
Mstep: Class 5 contains 98616 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 4977 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 27749 members 
Mstep: Class 11 contains 93607 members 
Mstep: Class 12 contains 1854 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 13558 members 
Mstep: Class 15 contains 2821 members 
Mstep: Class 16 contains 57545 members 
Mstep: Class 17 contains 3704 members 
Mstep: Class 18 contains 84793 members 
Mstep: Class 19 contains 4105 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 485 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 101877 members 
Mstep: Class 24 contains 14523 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 4219 members 
Mstep: Class 28 contains 25445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102206168.000000 Penalty: 62073.812500
Iteration 40F: 29 clusters Score -1.022062e+08 nChanged 22128
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 95403 members 
Mstep: Class 4 contains 87348 members 
Mstep: Class 5 contains 98006 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 502 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 27912 members 
Mstep: Class 11 contains 92259 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 5646 members 
Mstep: Class 14 contains 13700 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 60541 members 
Mstep: Class 17 contains 3634 members 
Mstep: Class 18 contains 85137 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 2088 members 
Mstep: Class 21 contains 480 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 99428 members 
Mstep: Class 24 contains 14923 members 
Mstep: Class 25 contains 4926 members 
Mstep: Class 26 contains 3048 members 
Mstep: Class 27 contains 4460 members 
Mstep: Class 28 contains 24914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211032.000000 Penalty: 62073.812500
Iteration 41Q: 29 clusters Score -1.02211e+08 nChanged 14910
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 96455 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 95273 members 
Mstep: Class 4 contains 88276 members 
Mstep: Class 5 contains 96832 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 28190 members 
Mstep: Class 11 contains 91267 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 13758 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 63191 members 
Mstep: Class 17 contains 3599 members 
Mstep: Class 18 contains 85568 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 21 contains 480 members 
Mstep: Class 22 contains 614 members 
Mstep: Class 23 contains 97329 members 
Mstep: Class 24 contains 15386 members 
Mstep: Class 25 contains 4924 members 
Mstep: Class 26 contains 3118 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 24434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214000.000000 Penalty: 62073.812500
Iteration 42Q: 29 clusters Score -1.02214e+08 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 96521 members 
Mstep: Class 2 contains 4344 members 
Mstep: Class 3 contains 95111 members 
Mstep: Class 4 contains 89115 members 
Mstep: Class 5 contains 95302 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 28421 members 
Mstep: Class 11 contains 90688 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 5694 members 
Mstep: Class 14 contains 13747 members 
Mstep: Class 15 contains 2615 members 
Mstep: Class 16 contains 65634 members 
Mstep: Class 17 contains 3583 members 
Mstep: Class 18 contains 85929 members 
Mstep: Class 19 contains 3988 members 
Mstep: Class 20 contains 2066 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 95576 members 
Mstep: Class 24 contains 15886 members 
Mstep: Class 25 contains 4925 members 
Mstep: Class 26 contains 3144 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 24022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215304.000000 Penalty: 62073.812500
Iteration 43Q: 29 clusters Score -1.022153e+08 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 94961 members 
Mstep: Class 4 contains 89657 members 
Mstep: Class 5 contains 93739 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 3812 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 28593 members 
Mstep: Class 11 contains 90376 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 13697 members 
Mstep: Class 15 contains 2611 members 
Mstep: Class 16 contains 67944 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 86230 members 
Mstep: Class 19 contains 3999 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 94100 members 
Mstep: Class 24 contains 16360 members 
Mstep: Class 25 contains 4929 members 
Mstep: Class 26 contains 3181 members 
Mstep: Class 27 contains 4806 members 
Mstep: Class 28 contains 23668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217352.000000 Penalty: 62073.812500
Iteration 44Q: 29 clusters Score -1.022174e+08 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 94807 members 
Mstep: Class 4 contains 90020 members 
Mstep: Class 5 contains 92166 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 28771 members 
Mstep: Class 11 contains 90330 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 13621 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 16 contains 70132 members 
Mstep: Class 17 contains 3582 members 
Mstep: Class 18 contains 86502 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 2061 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 92757 members 
Mstep: Class 24 contains 16781 members 
Mstep: Class 25 contains 4924 members 
Mstep: Class 26 contains 3198 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 23323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218560.000000 Penalty: 62073.812500
Iteration 45Q: 29 clusters Score -1.022186e+08 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 96494 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 94677 members 
Mstep: Class 4 contains 90126 members 
Mstep: Class 5 contains 90750 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 28961 members 
Mstep: Class 11 contains 90462 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 13525 members 
Mstep: Class 15 contains 2585 members 
Mstep: Class 16 contains 72207 members 
Mstep: Class 17 contains 3579 members 
Mstep: Class 18 contains 86678 members 
Mstep: Class 19 contains 4043 members 
Mstep: Class 20 contains 2058 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 91579 members 
Mstep: Class 24 contains 17211 members 
Mstep: Class 25 contains 4935 members 
Mstep: Class 26 contains 3221 members 
Mstep: Class 27 contains 4929 members 
Mstep: Class 28 contains 22956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219856.000000 Penalty: 62073.812500
Iteration 46Q: 29 clusters Score -1.022199e+08 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 94596 members 
Mstep: Class 4 contains 90126 members 
Mstep: Class 5 contains 89412 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 29141 members 
Mstep: Class 11 contains 90604 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 2573 members 
Mstep: Class 16 contains 74130 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 18 contains 86830 members 
Mstep: Class 19 contains 4058 members 
Mstep: Class 20 contains 2050 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 90523 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 4932 members 
Mstep: Class 26 contains 3241 members 
Mstep: Class 27 contains 4974 members 
Mstep: Class 28 contains 22629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220344.000000 Penalty: 62073.812500
Iteration 47Q: 29 clusters Score -1.022203e+08 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 3 contains 94521 members 
Mstep: Class 4 contains 89948 members 
Mstep: Class 5 contains 88220 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 29314 members 
Mstep: Class 11 contains 90877 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 13344 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 75911 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 86970 members 
Mstep: Class 19 contains 4092 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 598 members 
Mstep: Class 23 contains 89558 members 
Mstep: Class 24 contains 18061 members 
Mstep: Class 25 contains 4923 members 
Mstep: Class 26 contains 3248 members 
Mstep: Class 27 contains 5023 members 
Mstep: Class 28 contains 22275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221312.000000 Penalty: 62073.812500
Iteration 48Q: 29 clusters Score -1.022213e+08 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 94462 members 
Mstep: Class 4 contains 89725 members 
Mstep: Class 5 contains 87142 members 
Mstep: Class 6 contains 2111 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 29462 members 
Mstep: Class 11 contains 91224 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 13254 members 
Mstep: Class 15 contains 2530 members 
Mstep: Class 16 contains 77524 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 18 contains 87044 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 599 members 
Mstep: Class 23 contains 88691 members 
Mstep: Class 24 contains 18465 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 3258 members 
Mstep: Class 27 contains 5070 members 
Mstep: Class 28 contains 21947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221400.000000 Penalty: 62073.812500
Iteration 49Q: 29 clusters Score -1.022214e+08 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 96079 members 
Mstep: Class 2 contains 5115 members 
Mstep: Class 3 contains 94414 members 
Mstep: Class 4 contains 89323 members 
Mstep: Class 5 contains 86223 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 3481 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 29577 members 
Mstep: Class 11 contains 91540 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 5961 members 
Mstep: Class 14 contains 13172 members 
Mstep: Class 15 contains 2521 members 
Mstep: Class 16 contains 79000 members 
Mstep: Class 17 contains 3589 members 
Mstep: Class 18 contains 87160 members 
Mstep: Class 19 contains 4159 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 599 members 
Mstep: Class 23 contains 87960 members 
Mstep: Class 24 contains 18846 members 
Mstep: Class 25 contains 4898 members 
Mstep: Class 26 contains 3260 members 
Mstep: Class 27 contains 5117 members 
Mstep: Class 28 contains 21631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221680.000000 Penalty: 62073.812500
Iteration 50Q: 29 clusters Score -1.022217e+08 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 5222 members 
Mstep: Class 3 contains 94434 members 
Mstep: Class 4 contains 88960 members 
Mstep: Class 5 contains 85456 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 29682 members 
Mstep: Class 11 contains 91957 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 5983 members 
Mstep: Class 14 contains 13103 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 80221 members 
Mstep: Class 17 contains 3592 members 
Mstep: Class 18 contains 87164 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 599 members 
Mstep: Class 23 contains 87333 members 
Mstep: Class 24 contains 19232 members 
Mstep: Class 25 contains 4892 members 
Mstep: Class 26 contains 3268 members 
Mstep: Class 27 contains 5145 members 
Mstep: Class 28 contains 21336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221720.000000 Penalty: 62073.812500
Iteration 51Q: 29 clusters Score -1.022217e+08 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 94453 members 
Mstep: Class 4 contains 88589 members 
Mstep: Class 5 contains 84932 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 29776 members 
Mstep: Class 11 contains 92430 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 6001 members 
Mstep: Class 14 contains 13029 members 
Mstep: Class 15 contains 2510 members 
Mstep: Class 16 contains 81280 members 
Mstep: Class 17 contains 3600 members 
Mstep: Class 18 contains 86992 members 
Mstep: Class 19 contains 4192 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 600 members 
Mstep: Class 23 contains 86790 members 
Mstep: Class 24 contains 19592 members 
Mstep: Class 25 contains 4893 members 
Mstep: Class 26 contains 3277 members 
Mstep: Class 27 contains 5174 members 
Mstep: Class 28 contains 20993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221872.000000 Penalty: 62073.812500
Iteration 52Q: 29 clusters Score -1.022219e+08 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 95573 members 
Mstep: Class 2 contains 5427 members 
Mstep: Class 3 contains 94477 members 
Mstep: Class 4 contains 88189 members 
Mstep: Class 5 contains 84518 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 3428 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 29871 members 
Mstep: Class 11 contains 92891 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 6016 members 
Mstep: Class 14 contains 12960 members 
Mstep: Class 15 contains 2512 members 
Mstep: Class 16 contains 82202 members 
Mstep: Class 17 contains 3609 members 
Mstep: Class 18 contains 86772 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 600 members 
Mstep: Class 23 contains 86391 members 
Mstep: Class 24 contains 19947 members 
Mstep: Class 25 contains 4892 members 
Mstep: Class 26 contains 3276 members 
Mstep: Class 27 contains 5198 members 
Mstep: Class 28 contains 20659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223560.000000 Penalty: 62073.812500
Iteration 53Q: 29 clusters Score -1.022236e+08 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 94492 members 
Mstep: Class 4 contains 87518 members 
Mstep: Class 5 contains 84087 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 3428 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 29961 members 
Mstep: Class 11 contains 93271 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 6021 members 
Mstep: Class 14 contains 12889 members 
Mstep: Class 15 contains 2510 members 
Mstep: Class 16 contains 83426 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 86540 members 
Mstep: Class 19 contains 4214 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 600 members 
Mstep: Class 23 contains 86100 members 
Mstep: Class 24 contains 20293 members 
Mstep: Class 25 contains 4889 members 
Mstep: Class 26 contains 3282 members 
Mstep: Class 27 contains 5225 members 
Mstep: Class 28 contains 20322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225184.000000 Penalty: 62073.812500
Iteration 54Q: 29 clusters Score -1.022252e+08 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 95313 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 94496 members 
Mstep: Class 4 contains 86539 members 
Mstep: Class 5 contains 83663 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 30035 members 
Mstep: Class 11 contains 93526 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 6039 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 85199 members 
Mstep: Class 17 contains 3628 members 
Mstep: Class 18 contains 86231 members 
Mstep: Class 19 contains 4226 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 85831 members 
Mstep: Class 24 contains 20606 members 
Mstep: Class 25 contains 4894 members 
Mstep: Class 26 contains 3286 members 
Mstep: Class 27 contains 5250 members 
Mstep: Class 28 contains 19941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227368.000000 Penalty: 62073.812500
Iteration 55Q: 29 clusters Score -1.022274e+08 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 95253 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 3 contains 94459 members 
Mstep: Class 4 contains 85240 members 
Mstep: Class 5 contains 83169 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 3420 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 30100 members 
Mstep: Class 11 contains 93719 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 6057 members 
Mstep: Class 14 contains 12720 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 87605 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 85881 members 
Mstep: Class 19 contains 4251 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 85530 members 
Mstep: Class 24 contains 20889 members 
Mstep: Class 25 contains 4907 members 
Mstep: Class 26 contains 3286 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 19499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230192.000000 Penalty: 62073.812500
Iteration 56Q: 29 clusters Score -1.022302e+08 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 5654 members 
Mstep: Class 3 contains 94446 members 
Mstep: Class 4 contains 83342 members 
Mstep: Class 5 contains 82781 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 3422 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 30178 members 
Mstep: Class 11 contains 93707 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 6080 members 
Mstep: Class 14 contains 12658 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 90803 members 
Mstep: Class 17 contains 3641 members 
Mstep: Class 18 contains 85488 members 
Mstep: Class 19 contains 4274 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 85222 members 
Mstep: Class 24 contains 21147 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 3285 members 
Mstep: Class 27 contains 5295 members 
Mstep: Class 28 contains 19011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231928.000000 Penalty: 62073.812500
Iteration 57Q: 29 clusters Score -1.022319e+08 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 94421 members 
Mstep: Class 4 contains 81035 members 
Mstep: Class 5 contains 82639 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 30231 members 
Mstep: Class 11 contains 93564 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 6100 members 
Mstep: Class 14 contains 12613 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 94100 members 
Mstep: Class 17 contains 3648 members 
Mstep: Class 18 contains 85310 members 
Mstep: Class 19 contains 4294 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 84888 members 
Mstep: Class 24 contains 21357 members 
Mstep: Class 25 contains 4929 members 
Mstep: Class 26 contains 3288 members 
Mstep: Class 27 contains 5311 members 
Mstep: Class 28 contains 18546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231672.000000 Penalty: 62073.812500
Iteration 58Q: 29 clusters Score -1.022317e+08 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 94365 members 
Mstep: Class 4 contains 78880 members 
Mstep: Class 5 contains 82967 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 3434 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 30266 members 
Mstep: Class 11 contains 93575 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 12577 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 96195 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 85584 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 84516 members 
Mstep: Class 24 contains 21550 members 
Mstep: Class 25 contains 4939 members 
Mstep: Class 26 contains 3293 members 
Mstep: Class 27 contains 5322 members 
Mstep: Class 28 contains 18105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229624.000000 Penalty: 62073.812500
Iteration 59Q: 29 clusters Score -1.022296e+08 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 3 contains 94332 members 
Mstep: Class 4 contains 77215 members 
Mstep: Class 5 contains 83742 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 30279 members 
Mstep: Class 11 contains 93896 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 6131 members 
Mstep: Class 14 contains 12537 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 96649 members 
Mstep: Class 17 contains 3662 members 
Mstep: Class 18 contains 86199 members 
Mstep: Class 19 contains 4321 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 84247 members 
Mstep: Class 24 contains 21731 members 
Mstep: Class 25 contains 4943 members 
Mstep: Class 26 contains 3304 members 
Mstep: Class 27 contains 5335 members 
Mstep: Class 28 contains 17653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228104.000000 Penalty: 62073.812500
Iteration 60F: 29 clusters Score -1.022281e+08 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 5773 members 
Mstep: Class 3 contains 94308 members 
Mstep: Class 4 contains 75763 members 
Mstep: Class 5 contains 84772 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 30284 members 
Mstep: Class 11 contains 94476 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 12506 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 96241 members 
Mstep: Class 17 contains 3678 members 
Mstep: Class 18 contains 86845 members 
Mstep: Class 19 contains 4342 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 480 members 
Mstep: Class 22 contains 608 members 
Mstep: Class 23 contains 84090 members 
Mstep: Class 24 contains 21917 members 
Mstep: Class 25 contains 4946 members 
Mstep: Class 26 contains 3312 members 
Mstep: Class 27 contains 5353 members 
Mstep: Class 28 contains 17170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227696.000000 Penalty: 62073.812500
Iteration 61Q: 29 clusters Score -1.022277e+08 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 5795 members 
Mstep: Class 3 contains 94295 members 
Mstep: Class 4 contains 74689 members 
Mstep: Class 5 contains 85654 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 3460 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 571 members 
Mstep: Class 10 contains 30295 members 
Mstep: Class 11 contains 95161 members 
Mstep: Class 12 contains 1827 members 
Mstep: Class 13 contains 6173 members 
Mstep: Class 14 contains 12481 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 95560 members 
Mstep: Class 17 contains 3686 members 
Mstep: Class 18 contains 87315 members 
Mstep: Class 19 contains 4371 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 612 members 
Mstep: Class 23 contains 84056 members 
Mstep: Class 24 contains 22090 members 
Mstep: Class 25 contains 4944 members 
Mstep: Class 26 contains 3316 members 
Mstep: Class 27 contains 5376 members 
Mstep: Class 28 contains 16651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228152.000000 Penalty: 62073.812500
Iteration 62Q: 29 clusters Score -1.022282e+08 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 5832 members 
Mstep: Class 3 contains 94293 members 
Mstep: Class 4 contains 73919 members 
Mstep: Class 5 contains 86273 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 3476 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 30318 members 
Mstep: Class 11 contains 95804 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 6197 members 
Mstep: Class 14 contains 12427 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 94968 members 
Mstep: Class 17 contains 3683 members 
Mstep: Class 18 contains 87562 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 608 members 
Mstep: Class 23 contains 84097 members 
Mstep: Class 24 contains 22290 members 
Mstep: Class 25 contains 4954 members 
Mstep: Class 26 contains 3321 members 
Mstep: Class 27 contains 5396 members 
Mstep: Class 28 contains 16173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229152.000000 Penalty: 62073.812500
Iteration 63Q: 29 clusters Score -1.022292e+08 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 95207 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 94286 members 
Mstep: Class 4 contains 73306 members 
Mstep: Class 5 contains 86771 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 3500 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 30317 members 
Mstep: Class 11 contains 96472 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 12358 members 
Mstep: Class 15 contains 2483 members 
Mstep: Class 16 contains 94428 members 
Mstep: Class 17 contains 3680 members 
Mstep: Class 18 contains 87643 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 84211 members 
Mstep: Class 24 contains 22450 members 
Mstep: Class 25 contains 4962 members 
Mstep: Class 26 contains 3321 members 
Mstep: Class 27 contains 5423 members 
Mstep: Class 28 contains 15730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230256.000000 Penalty: 62073.812500
Iteration 64Q: 29 clusters Score -1.022303e+08 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 5900 members 
Mstep: Class 3 contains 94284 members 
Mstep: Class 4 contains 72932 members 
Mstep: Class 5 contains 87085 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 30312 members 
Mstep: Class 11 contains 97167 members 
Mstep: Class 12 contains 1837 members 
Mstep: Class 13 contains 6268 members 
Mstep: Class 14 contains 12300 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 93894 members 
Mstep: Class 17 contains 3677 members 
Mstep: Class 18 contains 87651 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 605 members 
Mstep: Class 23 contains 84311 members 
Mstep: Class 24 contains 22614 members 
Mstep: Class 25 contains 4967 members 
Mstep: Class 26 contains 3317 members 
Mstep: Class 27 contains 5441 members 
Mstep: Class 28 contains 15293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230856.000000 Penalty: 62073.812500
Iteration 65Q: 29 clusters Score -1.022309e+08 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 94279 members 
Mstep: Class 4 contains 72792 members 
Mstep: Class 5 contains 87282 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 30309 members 
Mstep: Class 11 contains 97813 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 12263 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 93452 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 87495 members 
Mstep: Class 19 contains 4421 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 603 members 
Mstep: Class 23 contains 84401 members 
Mstep: Class 24 contains 22777 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 3323 members 
Mstep: Class 27 contains 5451 members 
Mstep: Class 28 contains 14887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231328.000000 Penalty: 62073.812500
Iteration 66Q: 29 clusters Score -1.022313e+08 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 5937 members 
Mstep: Class 3 contains 94271 members 
Mstep: Class 4 contains 72794 members 
Mstep: Class 5 contains 87479 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 3541 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 30318 members 
Mstep: Class 11 contains 98443 members 
Mstep: Class 12 contains 1846 members 
Mstep: Class 13 contains 6310 members 
Mstep: Class 14 contains 12227 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 92998 members 
Mstep: Class 17 contains 3678 members 
Mstep: Class 18 contains 87226 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 84459 members 
Mstep: Class 24 contains 22935 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 3324 members 
Mstep: Class 27 contains 5467 members 
Mstep: Class 28 contains 14479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231864.000000 Penalty: 62073.812500
Iteration 67Q: 29 clusters Score -1.022319e+08 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95329 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 94273 members 
Mstep: Class 4 contains 72975 members 
Mstep: Class 5 contains 87577 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 30317 members 
Mstep: Class 11 contains 98976 members 
Mstep: Class 12 contains 1847 members 
Mstep: Class 13 contains 6331 members 
Mstep: Class 14 contains 12194 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 92563 members 
Mstep: Class 17 contains 3677 members 
Mstep: Class 18 contains 86931 members 
Mstep: Class 19 contains 4459 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 84509 members 
Mstep: Class 24 contains 23066 members 
Mstep: Class 25 contains 4975 members 
Mstep: Class 26 contains 3320 members 
Mstep: Class 27 contains 5478 members 
Mstep: Class 28 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232368.000000 Penalty: 62073.812500
Iteration 68Q: 29 clusters Score -1.022324e+08 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 94267 members 
Mstep: Class 4 contains 73152 members 
Mstep: Class 5 contains 87528 members 
Mstep: Class 6 contains 2022 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 30309 members 
Mstep: Class 11 contains 99468 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 6368 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 92234 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 86668 members 
Mstep: Class 19 contains 4472 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 84582 members 
Mstep: Class 24 contains 23219 members 
Mstep: Class 25 contains 4971 members 
Mstep: Class 26 contains 3313 members 
Mstep: Class 27 contains 5488 members 
Mstep: Class 28 contains 13763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233208.000000 Penalty: 62073.812500
Iteration 69Q: 29 clusters Score -1.022332e+08 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 5975 members 
Mstep: Class 3 contains 94261 members 
Mstep: Class 4 contains 73359 members 
Mstep: Class 5 contains 87408 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 30321 members 
Mstep: Class 11 contains 99828 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 12130 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 92034 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 86364 members 
Mstep: Class 19 contains 4491 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 84726 members 
Mstep: Class 24 contains 23344 members 
Mstep: Class 25 contains 4972 members 
Mstep: Class 26 contains 3311 members 
Mstep: Class 27 contains 5504 members 
Mstep: Class 28 contains 13448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233752.000000 Penalty: 62073.812500
Iteration 70Q: 29 clusters Score -1.022338e+08 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95498 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 94259 members 
Mstep: Class 4 contains 73581 members 
Mstep: Class 5 contains 87279 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 30314 members 
Mstep: Class 11 contains 100133 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 12107 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 91802 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 86086 members 
Mstep: Class 19 contains 4508 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 84936 members 
Mstep: Class 24 contains 23446 members 
Mstep: Class 25 contains 4966 members 
Mstep: Class 26 contains 3305 members 
Mstep: Class 27 contains 5524 members 
Mstep: Class 28 contains 13163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234368.000000 Penalty: 62073.812500
Iteration 71Q: 29 clusters Score -1.022344e+08 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 6002 members 
Mstep: Class 3 contains 94289 members 
Mstep: Class 4 contains 73861 members 
Mstep: Class 5 contains 87057 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 30316 members 
Mstep: Class 11 contains 100372 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 6447 members 
Mstep: Class 14 contains 12090 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 91648 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 85804 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 23 contains 85152 members 
Mstep: Class 24 contains 23525 members 
Mstep: Class 25 contains 4953 members 
Mstep: Class 26 contains 3296 members 
Mstep: Class 27 contains 5539 members 
Mstep: Class 28 contains 12875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234920.000000 Penalty: 62073.812500
Iteration 72Q: 29 clusters Score -1.022349e+08 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 6008 members 
Mstep: Class 3 contains 94330 members 
Mstep: Class 4 contains 74193 members 
Mstep: Class 5 contains 86851 members 
Mstep: Class 6 contains 1987 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 30326 members 
Mstep: Class 11 contains 100497 members 
Mstep: Class 12 contains 1854 members 
Mstep: Class 13 contains 6477 members 
Mstep: Class 14 contains 12076 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 91511 members 
Mstep: Class 17 contains 3659 members 
Mstep: Class 18 contains 85492 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 85381 members 
Mstep: Class 24 contains 23614 members 
Mstep: Class 25 contains 4956 members 
Mstep: Class 26 contains 3290 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 12605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235088.000000 Penalty: 62073.812500
Iteration 73Q: 29 clusters Score -1.022351e+08 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 94359 members 
Mstep: Class 4 contains 74540 members 
Mstep: Class 5 contains 86683 members 
Mstep: Class 6 contains 1976 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 30341 members 
Mstep: Class 11 contains 100598 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 12067 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 91279 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 85183 members 
Mstep: Class 19 contains 4553 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 85631 members 
Mstep: Class 24 contains 23697 members 
Mstep: Class 25 contains 4959 members 
Mstep: Class 26 contains 3291 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 12343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235184.000000 Penalty: 62073.812500
Iteration 74Q: 29 clusters Score -1.022352e+08 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95788 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 94417 members 
Mstep: Class 4 contains 74877 members 
Mstep: Class 5 contains 86462 members 
Mstep: Class 6 contains 1970 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 30362 members 
Mstep: Class 11 contains 100671 members 
Mstep: Class 12 contains 1854 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 12066 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 91087 members 
Mstep: Class 17 contains 3660 members 
Mstep: Class 18 contains 84899 members 
Mstep: Class 19 contains 4553 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 85901 members 
Mstep: Class 24 contains 23758 members 
Mstep: Class 25 contains 4965 members 
Mstep: Class 26 contains 3286 members 
Mstep: Class 27 contains 5588 members 
Mstep: Class 28 contains 12107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235704.000000 Penalty: 62073.812500
Iteration 75Q: 29 clusters Score -1.022357e+08 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 94472 members 
Mstep: Class 4 contains 75285 members 
Mstep: Class 5 contains 86273 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 30388 members 
Mstep: Class 11 contains 100664 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 12031 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 90948 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 84577 members 
Mstep: Class 19 contains 4544 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 86145 members 
Mstep: Class 24 contains 23817 members 
Mstep: Class 25 contains 4968 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 11870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236216.000000 Penalty: 62073.812500
Iteration 76Q: 29 clusters Score -1.022362e+08 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 6044 members 
Mstep: Class 3 contains 94526 members 
Mstep: Class 4 contains 75616 members 
Mstep: Class 5 contains 86045 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 30394 members 
Mstep: Class 11 contains 100707 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 12021 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 90870 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 84257 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 86396 members 
Mstep: Class 24 contains 23864 members 
Mstep: Class 25 contains 4973 members 
Mstep: Class 26 contains 3282 members 
Mstep: Class 27 contains 5643 members 
Mstep: Class 28 contains 11631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236440.000000 Penalty: 62073.812500
Iteration 77Q: 29 clusters Score -1.022364e+08 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95944 members 
Mstep: Class 2 contains 6059 members 
Mstep: Class 3 contains 94586 members 
Mstep: Class 4 contains 75974 members 
Mstep: Class 5 contains 85824 members 
Mstep: Class 6 contains 1956 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 30412 members 
Mstep: Class 11 contains 100721 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 11985 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 90793 members 
Mstep: Class 17 contains 3660 members 
Mstep: Class 18 contains 83972 members 
Mstep: Class 19 contains 4515 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 600 members 
Mstep: Class 23 contains 86627 members 
Mstep: Class 24 contains 23921 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 3278 members 
Mstep: Class 27 contains 5676 members 
Mstep: Class 28 contains 11409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236536.000000 Penalty: 62073.812500
Iteration 78Q: 29 clusters Score -1.022365e+08 nChanged 3801
Entering ConstructFrom: 
Score: -102236536.000000 Penalty: 62073.812500
Entering ConstructFrom: 
Trying to split cluster 1 (95957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Entering Unmasked Estep 
Score: -12033721.000000 Penalty: 1864.144043
	Iteration 0F: 2 clusters Score -1.203372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -11972362.000000 Penalty: 3728.288086
	Iteration 0F: 3 clusters Score -1.197236e+07 nChanged 45953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -12000883.000000 Penalty: 3728.288086
	Iteration 1F: 3 clusters Score -1.200088e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -12004026.000000 Penalty: 3728.288086
	Iteration 2F: 3 clusters Score -1.200403e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -12008806.000000 Penalty: 3728.288086
	Iteration 3F: 3 clusters Score -1.200881e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -12015074.000000 Penalty: 3728.288086
	Iteration 4F: 3 clusters Score -1.201507e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -12021713.000000 Penalty: 3728.288086
	Iteration 5F: 3 clusters Score -1.202171e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -12026530.000000 Penalty: 3728.288086
	Iteration 6F: 3 clusters Score -1.202653e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -12028804.000000 Penalty: 3728.288086
	Iteration 7Q: 3 clusters Score -1.20288e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -12029819.000000 Penalty: 3728.288086
	Iteration 8Q: 3 clusters Score -1.202982e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -12030364.000000 Penalty: 3728.288086
	Iteration 9Q: 3 clusters Score -1.203036e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -12030727.000000 Penalty: 3728.288086
	Iteration 10Q: 3 clusters Score -1.203073e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -12031007.000000 Penalty: 3728.288086
	Iteration 11Q: 3 clusters Score -1.203101e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -12031260.000000 Penalty: 3728.288086
	Iteration 12Q: 3 clusters Score -1.203126e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -12031429.000000 Penalty: 3728.288086
	Iteration 13Q: 3 clusters Score -1.203143e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -12031517.000000 Penalty: 3728.288086
	Iteration 14Q: 3 clusters Score -1.203152e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -12031593.000000 Penalty: 3728.288086
	Iteration 15Q: 3 clusters Score -1.203159e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -12031637.000000 Penalty: 3728.288086
	Iteration 16Q: 3 clusters Score -1.203164e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -12031686.000000 Penalty: 3728.288086
	Iteration 17Q: 3 clusters Score -1.203169e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -12031704.000000 Penalty: 3728.288086
	Iteration 18Q: 3 clusters Score -1.20317e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -12031680.000000 Penalty: 3728.288086
	Iteration 19Q: 3 clusters Score -1.203168e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -12031703.000000 Penalty: 3728.288086
	Iteration 20F: 3 clusters Score -1.20317e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -12031678.000000 Penalty: 3728.288086
	Iteration 21Q: 3 clusters Score -1.203168e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -12031705.000000 Penalty: 3728.288086
	Iteration 22Q: 3 clusters Score -1.20317e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -12031703.000000 Penalty: 3728.288086
	Iteration 23Q: 3 clusters Score -1.20317e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -12031719.000000 Penalty: 3728.288086
	Iteration 24Q: 3 clusters Score -1.203172e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -12031719.000000 Penalty: 3728.288086
	Iteration 25Q: 3 clusters Score -1.203172e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -12031725.000000 Penalty: 3728.288086
	Iteration 26Q: 3 clusters Score -1.203172e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -12031732.000000 Penalty: 3728.288086
	Iteration 27Q: 3 clusters Score -1.203173e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -12031766.000000 Penalty: 3728.288086
	Iteration 28Q: 3 clusters Score -1.203177e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -12031757.000000 Penalty: 3728.288086
	Iteration 29Q: 3 clusters Score -1.203176e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 81151 members 
Entering Unmasked Estep 
Score: -12031737.000000 Penalty: 3728.288086
	Iteration 30Q: 3 clusters Score -1.203174e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -12031994.000000 Penalty: 3728.288086
	Iteration 31Q: 3 clusters Score -1.203199e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
Score: -12032210.000000 Penalty: 3728.288086
	Iteration 32Q: 3 clusters Score -1.203221e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -12032493.000000 Penalty: 3728.288086
	Iteration 33Q: 3 clusters Score -1.203249e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 82737 members 
Entering Unmasked Estep 
Score: -12032811.000000 Penalty: 3728.288086
	Iteration 34Q: 3 clusters Score -1.203281e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -12033029.000000 Penalty: 3728.288086
	Iteration 35Q: 3 clusters Score -1.203303e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -12033300.000000 Penalty: 3728.288086
	Iteration 36Q: 3 clusters Score -1.20333e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -12033505.000000 Penalty: 3728.288086
	Iteration 37Q: 3 clusters Score -1.20335e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -12033721.000000 Penalty: 3728.288086
	Iteration 38Q: 3 clusters Score -1.203372e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 85161 members 
Entering Unmasked Estep 
Score: -12033892.000000 Penalty: 3728.288086
	Iteration 39Q: 3 clusters Score -1.203389e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -12034069.000000 Penalty: 3728.288086
	Iteration 40F: 3 clusters Score -1.203407e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -12034207.000000 Penalty: 3728.288086
	Iteration 41Q: 3 clusters Score -1.203421e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -12034299.000000 Penalty: 3728.288086
	Iteration 42Q: 3 clusters Score -1.20343e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -12034360.000000 Penalty: 3728.288086
	Iteration 43Q: 3 clusters Score -1.203436e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -12034463.000000 Penalty: 3728.288086
	Iteration 44Q: 3 clusters Score -1.203446e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -12034440.000000 Penalty: 3728.288086
	Iteration 45Q: 3 clusters Score -1.203444e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 88581 members 
Entering Unmasked Estep 
Score: -12034405.000000 Penalty: 3728.288086
	Iteration 46Q: 3 clusters Score -1.20344e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 88969 members 
Entering Unmasked Estep 
Score: -12034425.000000 Penalty: 3728.288086
	Iteration 47Q: 3 clusters Score -1.203442e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 89336 members 
Entering Unmasked Estep 
Score: -12034437.000000 Penalty: 3728.288086
	Iteration 48Q: 3 clusters Score -1.203444e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 89656 members 
Entering Unmasked Estep 
Score: -12034432.000000 Penalty: 3728.288086
	Iteration 49Q: 3 clusters Score -1.203443e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -12034420.000000 Penalty: 3728.288086
	Iteration 50Q: 3 clusters Score -1.203442e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -12034358.000000 Penalty: 3728.288086
	Iteration 51Q: 3 clusters Score -1.203436e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -12034328.000000 Penalty: 3728.288086
	Iteration 52Q: 3 clusters Score -1.203433e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -12034289.000000 Penalty: 3728.288086
	Iteration 53Q: 3 clusters Score -1.203429e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 90875 members 
Entering Unmasked Estep 
Score: -12034237.000000 Penalty: 3728.288086
	Iteration 54Q: 3 clusters Score -1.203424e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -12034236.000000 Penalty: 3728.288086
	Iteration 55Q: 3 clusters Score -1.203424e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 91196 members 
Entering Unmasked Estep 
Score: -12034122.000000 Penalty: 3728.288086
	Iteration 56Q: 3 clusters Score -1.203412e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -12034078.000000 Penalty: 3728.288086
	Iteration 57Q: 3 clusters Score -1.203408e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -12034053.000000 Penalty: 3728.288086
	Iteration 58Q: 3 clusters Score -1.203405e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -12033986.000000 Penalty: 3728.288086
	Iteration 59Q: 3 clusters Score -1.203399e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 91754 members 
Entering Unmasked Estep 
Score: -12033931.000000 Penalty: 3728.288086
	Iteration 60F: 3 clusters Score -1.203393e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -12033893.000000 Penalty: 3728.288086
	Iteration 61Q: 3 clusters Score -1.203389e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 91944 members 
Entering Unmasked Estep 
Score: -12033898.000000 Penalty: 3728.288086
	Iteration 62Q: 3 clusters Score -1.20339e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 92029 members 
Entering Unmasked Estep 
Score: -12033891.000000 Penalty: 3728.288086
	Iteration 63Q: 3 clusters Score -1.203389e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -12033848.000000 Penalty: 3728.288086
	Iteration 64Q: 3 clusters Score -1.203385e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
Score: -12033857.000000 Penalty: 3728.288086
	Iteration 65Q: 3 clusters Score -1.203386e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -12033834.000000 Penalty: 3728.288086
	Iteration 66Q: 3 clusters Score -1.203383e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -12033810.000000 Penalty: 3728.288086
	Iteration 67Q: 3 clusters Score -1.203381e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -12033791.000000 Penalty: 3728.288086
	Iteration 68Q: 3 clusters Score -1.203379e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -12033772.000000 Penalty: 3728.288086
	Iteration 69Q: 3 clusters Score -1.203377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 92454 members 
Entering Unmasked Estep 
Score: -12033772.000000 Penalty: 3728.288086
	Iteration 70Q: 3 clusters Score -1.203377e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -12033742.000000 Penalty: 3728.288086
	Iteration 71Q: 3 clusters Score -1.203374e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -12033729.000000 Penalty: 3728.288086
	Iteration 72Q: 3 clusters Score -1.203373e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -12033734.000000 Penalty: 3728.288086
	Iteration 73Q: 3 clusters Score -1.203373e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -12033708.000000 Penalty: 3728.288086
	Iteration 74Q: 3 clusters Score -1.203371e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 92698 members 
Entering Unmasked Estep 
Score: -12033674.000000 Penalty: 3728.288086
	Iteration 75Q: 3 clusters Score -1.203367e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -12033651.000000 Penalty: 3728.288086
	Iteration 76Q: 3 clusters Score -1.203365e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -12033616.000000 Penalty: 3728.288086
	Iteration 77Q: 3 clusters Score -1.203362e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -12033594.000000 Penalty: 3728.288086
	Iteration 78Q: 3 clusters Score -1.203359e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -12033575.000000 Penalty: 3728.288086
	Iteration 79Q: 3 clusters Score -1.203358e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -12033574.000000 Penalty: 3728.288086
	Iteration 80F: 3 clusters Score -1.203357e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 93004 members 
Entering Unmasked Estep 
Score: -12033565.000000 Penalty: 3728.288086
	Iteration 81Q: 3 clusters Score -1.203356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -12033558.000000 Penalty: 3728.288086
	Iteration 82Q: 3 clusters Score -1.203356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -12033569.000000 Penalty: 3728.288086
	Iteration 83Q: 3 clusters Score -1.203357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -12033555.000000 Penalty: 3728.288086
	Iteration 84Q: 3 clusters Score -1.203356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -12033558.000000 Penalty: 3728.288086
	Iteration 85Q: 3 clusters Score -1.203356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -12033549.000000 Penalty: 3728.288086
	Iteration 86Q: 3 clusters Score -1.203355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -12033530.000000 Penalty: 3728.288086
	Iteration 87Q: 3 clusters Score -1.203353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -12033532.000000 Penalty: 3728.288086
	Iteration 88Q: 3 clusters Score -1.203353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 93139 members 
Entering Unmasked Estep 
Score: -12033545.000000 Penalty: 3728.288086
	Iteration 89Q: 3 clusters Score -1.203354e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 93163 members 
Entering Unmasked Estep 
Score: -12033540.000000 Penalty: 3728.288086
	Iteration 90Q: 3 clusters Score -1.203354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -12033531.000000 Penalty: 3728.288086
	Iteration 91Q: 3 clusters Score -1.203353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -12033518.000000 Penalty: 3728.288086
	Iteration 92Q: 3 clusters Score -1.203352e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -12033491.000000 Penalty: 3728.288086
	Iteration 93Q: 3 clusters Score -1.203349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -12033489.000000 Penalty: 3728.288086
	Iteration 94Q: 3 clusters Score -1.203349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 93291 members 
Entering Unmasked Estep 
Score: -12033477.000000 Penalty: 3728.288086
	Iteration 95Q: 3 clusters Score -1.203348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -12033469.000000 Penalty: 3728.288086
	Iteration 96Q: 3 clusters Score -1.203347e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -12033460.000000 Penalty: 3728.288086
	Iteration 97Q: 3 clusters Score -1.203346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -12033460.000000 Penalty: 3728.288086
	Iteration 98Q: 3 clusters Score -1.203346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -12033466.000000 Penalty: 3728.288086
	Iteration 99Q: 3 clusters Score -1.203347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -12033468.000000 Penalty: 3728.288086
	Iteration 100F: 3 clusters Score -1.203347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
Score: -12033448.000000 Penalty: 3728.288086
	Iteration 101Q: 3 clusters Score -1.203345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -12033454.000000 Penalty: 3728.288086
	Iteration 102Q: 3 clusters Score -1.203345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -12033459.000000 Penalty: 3728.288086
	Iteration 103Q: 3 clusters Score -1.203346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -12033451.000000 Penalty: 3728.288086
	Iteration 104Q: 3 clusters Score -1.203345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -12033453.000000 Penalty: 3728.288086
	Iteration 105Q: 3 clusters Score -1.203345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -12033447.000000 Penalty: 3728.288086
	Iteration 106Q: 3 clusters Score -1.203345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -12033444.000000 Penalty: 3728.288086
	Iteration 107Q: 3 clusters Score -1.203344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -12033444.000000 Penalty: 3728.288086
	Iteration 108F: 3 clusters Score -1.203344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -730318.312500 Penalty: 1415.288086
	Iteration 0F: 2 clusters Score -730318.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -725709.750000 Penalty: 2830.576172
	Iteration 0F: 3 clusters Score -725709.8 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -726967.437500 Penalty: 2830.576172
	Iteration 1F: 3 clusters Score -726967.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -727167.625000 Penalty: 2830.576172
	Iteration 2F: 3 clusters Score -727167.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -727310.000000 Penalty: 2830.576172
	Iteration 3F: 3 clusters Score -727310 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -727444.312500 Penalty: 2830.576172
	Iteration 4Q: 3 clusters Score -727444.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -727564.000000 Penalty: 2830.576172
	Iteration 5Q: 3 clusters Score -727564 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -727704.812500 Penalty: 2830.576172
	Iteration 6Q: 3 clusters Score -727704.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -727866.875000 Penalty: 2830.576172
	Iteration 7Q: 3 clusters Score -727866.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -728020.312500 Penalty: 2830.576172
	Iteration 8Q: 3 clusters Score -728020.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -728197.062500 Penalty: 2830.576172
	Iteration 9Q: 3 clusters Score -728197.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -728377.750000 Penalty: 2830.576172
	Iteration 10Q: 3 clusters Score -728377.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -728520.500000 Penalty: 2830.576172
	Iteration 11Q: 3 clusters Score -728520.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -728604.687500 Penalty: 2830.576172
	Iteration 12Q: 3 clusters Score -728604.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -728670.062500 Penalty: 2830.576172
	Iteration 13Q: 3 clusters Score -728670.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -728709.812500 Penalty: 2830.576172
	Iteration 14Q: 3 clusters Score -728709.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -728756.812500 Penalty: 2830.576172
	Iteration 15Q: 3 clusters Score -728756.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -728794.750000 Penalty: 2830.576172
	Iteration 16Q: 3 clusters Score -728794.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -728839.187500 Penalty: 2830.576172
	Iteration 17Q: 3 clusters Score -728839.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -728871.375000 Penalty: 2830.576172
	Iteration 18Q: 3 clusters Score -728871.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -728903.125000 Penalty: 2830.576172
	Iteration 19Q: 3 clusters Score -728903.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -728928.187500 Penalty: 2830.576172
	Iteration 20F: 3 clusters Score -728928.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -728944.687500 Penalty: 2830.576172
	Iteration 21Q: 3 clusters Score -728944.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -728957.750000 Penalty: 2830.576172
	Iteration 22Q: 3 clusters Score -728957.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -728971.500000 Penalty: 2830.576172
	Iteration 23Q: 3 clusters Score -728971.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -728982.500000 Penalty: 2830.576172
	Iteration 24Q: 3 clusters Score -728982.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -728995.937500 Penalty: 2830.576172
	Iteration 25Q: 3 clusters Score -728995.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -729013.812500 Penalty: 2830.576172
	Iteration 26Q: 3 clusters Score -729013.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -729031.250000 Penalty: 2830.576172
	Iteration 27Q: 3 clusters Score -729031.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -729051.187500 Penalty: 2830.576172
	Iteration 28Q: 3 clusters Score -729051.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -729062.687500 Penalty: 2830.576172
	Iteration 29Q: 3 clusters Score -729062.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -729069.437500 Penalty: 2830.576172
	Iteration 30Q: 3 clusters Score -729069.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -729078.625000 Penalty: 2830.576172
	Iteration 31Q: 3 clusters Score -729078.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -729083.687500 Penalty: 2830.576172
	Iteration 32Q: 3 clusters Score -729083.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -729085.562500 Penalty: 2830.576172
	Iteration 33Q: 3 clusters Score -729085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -729085.687500 Penalty: 2830.576172
	Iteration 34Q: 3 clusters Score -729085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -729086.562500 Penalty: 2830.576172
	Iteration 35Q: 3 clusters Score -729086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -729086.812500 Penalty: 2830.576172
	Iteration 36Q: 3 clusters Score -729086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -729088.687500 Penalty: 2830.576172
	Iteration 37Q: 3 clusters Score -729088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -729089.937500 Penalty: 2830.576172
	Iteration 38Q: 3 clusters Score -729089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -729090.125000 Penalty: 2830.576172
	Iteration 39Q: 3 clusters Score -729090.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -729089.562500 Penalty: 2830.576172
	Iteration 40F: 3 clusters Score -729089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -729092.000000 Penalty: 2830.576172
	Iteration 41Q: 3 clusters Score -729092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -729091.812500 Penalty: 2830.576172
	Iteration 42Q: 3 clusters Score -729091.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -729091.812500 Penalty: 2830.576172
	Iteration 43F: 3 clusters Score -729091.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Entering Unmasked Estep 
Score: -11955502.000000 Penalty: 1861.924072
	Iteration 0F: 2 clusters Score -1.19555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -11898401.000000 Penalty: 3723.848145
	Iteration 0F: 3 clusters Score -1.18984e+07 nChanged 45179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -11924220.000000 Penalty: 3723.848145
	Iteration 1F: 3 clusters Score -1.192422e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -11925088.000000 Penalty: 3723.848145
	Iteration 2Q: 3 clusters Score -1.192509e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -11926267.000000 Penalty: 3723.848145
	Iteration 3Q: 3 clusters Score -1.192627e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -11927565.000000 Penalty: 3723.848145
	Iteration 4Q: 3 clusters Score -1.192756e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -11929490.000000 Penalty: 3723.848145
	Iteration 5F: 3 clusters Score -1.192949e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -11932421.000000 Penalty: 3723.848145
	Iteration 6F: 3 clusters Score -1.193242e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -11935755.000000 Penalty: 3723.848145
	Iteration 7F: 3 clusters Score -1.193576e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -11938879.000000 Penalty: 3723.848145
	Iteration 8F: 3 clusters Score -1.193888e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -11941144.000000 Penalty: 3723.848145
	Iteration 9Q: 3 clusters Score -1.194114e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -11941992.000000 Penalty: 3723.848145
	Iteration 10Q: 3 clusters Score -1.194199e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -11942200.000000 Penalty: 3723.848145
	Iteration 11Q: 3 clusters Score -1.19422e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -11942204.000000 Penalty: 3723.848145
	Iteration 12Q: 3 clusters Score -1.19422e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -11942010.000000 Penalty: 3723.848145
	Iteration 13Q: 3 clusters Score -1.194201e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -11941880.000000 Penalty: 3723.848145
	Iteration 14Q: 3 clusters Score -1.194188e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -11941747.000000 Penalty: 3723.848145
	Iteration 15Q: 3 clusters Score -1.194175e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -11941772.000000 Penalty: 3723.848145
	Iteration 16Q: 3 clusters Score -1.194177e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -11941909.000000 Penalty: 3723.848145
	Iteration 17Q: 3 clusters Score -1.194191e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -11941946.000000 Penalty: 3723.848145
	Iteration 18Q: 3 clusters Score -1.194195e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -11942110.000000 Penalty: 3723.848145
	Iteration 19Q: 3 clusters Score -1.194211e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -11942308.000000 Penalty: 3723.848145
	Iteration 20F: 3 clusters Score -1.194231e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -11942538.000000 Penalty: 3723.848145
	Iteration 21Q: 3 clusters Score -1.194254e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -11942778.000000 Penalty: 3723.848145
	Iteration 22Q: 3 clusters Score -1.194278e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -11943060.000000 Penalty: 3723.848145
	Iteration 23Q: 3 clusters Score -1.194306e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -11943454.000000 Penalty: 3723.848145
	Iteration 24Q: 3 clusters Score -1.194345e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -11943711.000000 Penalty: 3723.848145
	Iteration 25Q: 3 clusters Score -1.194371e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -11944171.000000 Penalty: 3723.848145
	Iteration 26Q: 3 clusters Score -1.194417e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -11944516.000000 Penalty: 3723.848145
	Iteration 27Q: 3 clusters Score -1.194452e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -11944888.000000 Penalty: 3723.848145
	Iteration 28Q: 3 clusters Score -1.194489e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -11945158.000000 Penalty: 3723.848145
	Iteration 29Q: 3 clusters Score -1.194516e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -11945311.000000 Penalty: 3723.848145
	Iteration 30Q: 3 clusters Score -1.194531e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -11945446.000000 Penalty: 3723.848145
	Iteration 31Q: 3 clusters Score -1.194545e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -11945647.000000 Penalty: 3723.848145
	Iteration 32Q: 3 clusters Score -1.194565e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -11945735.000000 Penalty: 3723.848145
	Iteration 33Q: 3 clusters Score -1.194574e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -11945895.000000 Penalty: 3723.848145
	Iteration 34Q: 3 clusters Score -1.19459e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73893 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -11945946.000000 Penalty: 3723.848145
	Iteration 35Q: 3 clusters Score -1.194595e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -11945945.000000 Penalty: 3723.848145
	Iteration 36Q: 3 clusters Score -1.194594e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -11946006.000000 Penalty: 3723.848145
	Iteration 37Q: 3 clusters Score -1.194601e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -11945904.000000 Penalty: 3723.848145
	Iteration 38Q: 3 clusters Score -1.19459e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -11945895.000000 Penalty: 3723.848145
	Iteration 39Q: 3 clusters Score -1.19459e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -11947686.000000 Penalty: 3723.848145
	Iteration 40F: 3 clusters Score -1.194769e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -11950740.000000 Penalty: 3723.848145
	Iteration 41Q: 3 clusters Score -1.195074e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -11952407.000000 Penalty: 3723.848145
	Iteration 42Q: 3 clusters Score -1.195241e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86940 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -11953358.000000 Penalty: 3723.848145
	Iteration 43Q: 3 clusters Score -1.195336e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -11954013.000000 Penalty: 3723.848145
	Iteration 44Q: 3 clusters Score -1.195401e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -11954312.000000 Penalty: 3723.848145
	Iteration 45Q: 3 clusters Score -1.195431e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -11954603.000000 Penalty: 3723.848145
	Iteration 46Q: 3 clusters Score -1.19546e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -11954698.000000 Penalty: 3723.848145
	Iteration 47Q: 3 clusters Score -1.19547e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90695 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -11954823.000000 Penalty: 3723.848145
	Iteration 48Q: 3 clusters Score -1.195482e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -11954928.000000 Penalty: 3723.848145
	Iteration 49Q: 3 clusters Score -1.195493e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -11955057.000000 Penalty: 3723.848145
	Iteration 50Q: 3 clusters Score -1.195506e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -11955092.000000 Penalty: 3723.848145
	Iteration 51Q: 3 clusters Score -1.195509e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91687 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -11955130.000000 Penalty: 3723.848145
	Iteration 52Q: 3 clusters Score -1.195513e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -11955159.000000 Penalty: 3723.848145
	Iteration 53Q: 3 clusters Score -1.195516e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -11955172.000000 Penalty: 3723.848145
	Iteration 54Q: 3 clusters Score -1.195517e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -11955175.000000 Penalty: 3723.848145
	Iteration 55Q: 3 clusters Score -1.195518e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92015 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -11955175.000000 Penalty: 3723.848145
	Iteration 56Q: 3 clusters Score -1.195518e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92057 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -11955197.000000 Penalty: 3723.848145
	Iteration 57Q: 3 clusters Score -1.19552e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92101 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -11955189.000000 Penalty: 3723.848145
	Iteration 58Q: 3 clusters Score -1.195519e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92142 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -11955183.000000 Penalty: 3723.848145
	Iteration 59Q: 3 clusters Score -1.195518e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92170 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -11955204.000000 Penalty: 3723.848145
	Iteration 60F: 3 clusters Score -1.19552e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92166 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -11955242.000000 Penalty: 3723.848145
	Iteration 61Q: 3 clusters Score -1.195524e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -11955257.000000 Penalty: 3723.848145
	Iteration 62Q: 3 clusters Score -1.195526e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -11955245.000000 Penalty: 3723.848145
	Iteration 63Q: 3 clusters Score -1.195524e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -11955280.000000 Penalty: 3723.848145
	Iteration 64Q: 3 clusters Score -1.195528e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92156 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -11955287.000000 Penalty: 3723.848145
	Iteration 65Q: 3 clusters Score -1.195529e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -11955300.000000 Penalty: 3723.848145
	Iteration 66Q: 3 clusters Score -1.19553e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92176 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11955301.000000 Penalty: 3723.848145
	Iteration 67Q: 3 clusters Score -1.19553e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -11955277.000000 Penalty: 3723.848145
	Iteration 68Q: 3 clusters Score -1.195528e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -11955278.000000 Penalty: 3723.848145
	Iteration 69Q: 3 clusters Score -1.195528e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -11955290.000000 Penalty: 3723.848145
	Iteration 70Q: 3 clusters Score -1.195529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92222 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -11955297.000000 Penalty: 3723.848145
	Iteration 71Q: 3 clusters Score -1.19553e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -11955312.000000 Penalty: 3723.848145
	Iteration 72Q: 3 clusters Score -1.195531e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -11955304.000000 Penalty: 3723.848145
	Iteration 73Q: 3 clusters Score -1.19553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -11955293.000000 Penalty: 3723.848145
	Iteration 74Q: 3 clusters Score -1.195529e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -11955303.000000 Penalty: 3723.848145
	Iteration 75Q: 3 clusters Score -1.19553e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92205 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -11955312.000000 Penalty: 3723.848145
	Iteration 76Q: 3 clusters Score -1.195531e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -11955310.000000 Penalty: 3723.848145
	Iteration 77Q: 3 clusters Score -1.195531e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -11955315.000000 Penalty: 3723.848145
	Iteration 78Q: 3 clusters Score -1.195532e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -11955305.000000 Penalty: 3723.848145
	Iteration 79Q: 3 clusters Score -1.19553e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -11955301.000000 Penalty: 3723.848145
	Iteration 80F: 3 clusters Score -1.19553e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -11955299.000000 Penalty: 3723.848145
	Iteration 81Q: 3 clusters Score -1.19553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92174 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -11955294.000000 Penalty: 3723.848145
	Iteration 82Q: 3 clusters Score -1.195529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -11955306.000000 Penalty: 3723.848145
	Iteration 83Q: 3 clusters Score -1.195531e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -11955300.000000 Penalty: 3723.848145
	Iteration 84Q: 3 clusters Score -1.19553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92176 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11955303.000000 Penalty: 3723.848145
	Iteration 85Q: 3 clusters Score -1.19553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -11955299.000000 Penalty: 3723.848145
	Iteration 86Q: 3 clusters Score -1.19553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -11955300.000000 Penalty: 3723.848145
	Iteration 87Q: 3 clusters Score -1.19553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -11955304.000000 Penalty: 3723.848145
	Iteration 88Q: 3 clusters Score -1.19553e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -11955306.000000 Penalty: 3723.848145
	Iteration 89Q: 3 clusters Score -1.195531e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -11955316.000000 Penalty: 3723.848145
	Iteration 90Q: 3 clusters Score -1.195532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -11955322.000000 Penalty: 3723.848145
	Iteration 91Q: 3 clusters Score -1.195532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -11955331.000000 Penalty: 3723.848145
	Iteration 92Q: 3 clusters Score -1.195533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -11955331.000000 Penalty: 3723.848145
	Iteration 93Q: 3 clusters Score -1.195533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -11955325.000000 Penalty: 3723.848145
	Iteration 94Q: 3 clusters Score -1.195532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -11955316.000000 Penalty: 3723.848145
	Iteration 95Q: 3 clusters Score -1.195532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -11955320.000000 Penalty: 3723.848145
	Iteration 96Q: 3 clusters Score -1.195532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -11955311.000000 Penalty: 3723.848145
	Iteration 97Q: 3 clusters Score -1.195531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -11955313.000000 Penalty: 3723.848145
	Iteration 98Q: 3 clusters Score -1.195531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -11955321.000000 Penalty: 3723.848145
	Iteration 99Q: 3 clusters Score -1.195532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -11955331.000000 Penalty: 3723.848145
	Iteration 100F: 3 clusters Score -1.195533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -11955331.000000 Penalty: 3723.848145
	Iteration 101Q: 3 clusters Score -1.195533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -11955340.000000 Penalty: 3723.848145
	Iteration 102Q: 3 clusters Score -1.195534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -11955342.000000 Penalty: 3723.848145
	Iteration 103Q: 3 clusters Score -1.195534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -11955339.000000 Penalty: 3723.848145
	Iteration 104Q: 3 clusters Score -1.195534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -11955345.000000 Penalty: 3723.848145
	Iteration 105Q: 3 clusters Score -1.195534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92133 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -11955337.000000 Penalty: 3723.848145
	Iteration 106Q: 3 clusters Score -1.195534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -11955346.000000 Penalty: 3723.848145
	Iteration 107Q: 3 clusters Score -1.195535e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92120 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -11955346.000000 Penalty: 3723.848145
	Iteration 108Q: 3 clusters Score -1.195535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -11955360.000000 Penalty: 3723.848145
	Iteration 109Q: 3 clusters Score -1.195536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -11955354.000000 Penalty: 3723.848145
	Iteration 110Q: 3 clusters Score -1.195535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -11955341.000000 Penalty: 3723.848145
	Iteration 111Q: 3 clusters Score -1.195534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -11955360.000000 Penalty: 3723.848145
	Iteration 112Q: 3 clusters Score -1.195536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -11955367.000000 Penalty: 3723.848145
	Iteration 113Q: 3 clusters Score -1.195537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -11955378.000000 Penalty: 3723.848145
	Iteration 114Q: 3 clusters Score -1.195538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -11955375.000000 Penalty: 3723.848145
	Iteration 115Q: 3 clusters Score -1.195538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -11955387.000000 Penalty: 3723.848145
	Iteration 116Q: 3 clusters Score -1.195539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -11955391.000000 Penalty: 3723.848145
	Iteration 117Q: 3 clusters Score -1.195539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -11955393.000000 Penalty: 3723.848145
	Iteration 118Q: 3 clusters Score -1.195539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -11955392.000000 Penalty: 3723.848145
	Iteration 119Q: 3 clusters Score -1.195539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -11955386.000000 Penalty: 3723.848145
	Iteration 120F: 3 clusters Score -1.195539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -11955386.000000 Penalty: 3723.848145
	Iteration 121Q: 3 clusters Score -1.195539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -11955385.000000 Penalty: 3723.848145
	Iteration 122Q: 3 clusters Score -1.195538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -11955385.000000 Penalty: 3723.848145
	Iteration 123F: 3 clusters Score -1.195538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (76311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Entering Unmasked Estep 
Score: -9567648.000000 Penalty: 1826.918091
	Iteration 0F: 2 clusters Score -9567648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -9517117.000000 Penalty: 3653.836182
	Iteration 0F: 3 clusters Score -9517117 nChanged 36269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -9538149.000000 Penalty: 3653.836182
	Iteration 1F: 3 clusters Score -9538149 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -9539219.000000 Penalty: 3653.836182
	Iteration 2Q: 3 clusters Score -9539219 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -9541467.000000 Penalty: 3653.836182
	Iteration 3F: 3 clusters Score -9541467 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -9545318.000000 Penalty: 3653.836182
	Iteration 4F: 3 clusters Score -9545318 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -9551130.000000 Penalty: 3653.836182
	Iteration 5F: 3 clusters Score -9551130 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -9557463.000000 Penalty: 3653.836182
	Iteration 6F: 3 clusters Score -9557463 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71762 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -9561828.000000 Penalty: 3653.836182
	Iteration 7F: 3 clusters Score -9561828 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -9564193.000000 Penalty: 3653.836182
	Iteration 8Q: 3 clusters Score -9564193 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9565204.000000 Penalty: 3653.836182
	Iteration 9Q: 3 clusters Score -9565204 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9565633.000000 Penalty: 3653.836182
	Iteration 10Q: 3 clusters Score -9565633 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9565867.000000 Penalty: 3653.836182
	Iteration 11Q: 3 clusters Score -9565867 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9565968.000000 Penalty: 3653.836182
	Iteration 12Q: 3 clusters Score -9565968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9566027.000000 Penalty: 3653.836182
	Iteration 13Q: 3 clusters Score -9566027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9566055.000000 Penalty: 3653.836182
	Iteration 14Q: 3 clusters Score -9566055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9566085.000000 Penalty: 3653.836182
	Iteration 15Q: 3 clusters Score -9566085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9566092.000000 Penalty: 3653.836182
	Iteration 16Q: 3 clusters Score -9566092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9566110.000000 Penalty: 3653.836182
	Iteration 17Q: 3 clusters Score -9566110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75861 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9566113.000000 Penalty: 3653.836182
	Iteration 18Q: 3 clusters Score -9566113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9566115.000000 Penalty: 3653.836182
	Iteration 19Q: 3 clusters Score -9566115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9566120.000000 Penalty: 3653.836182
	Iteration 20F: 3 clusters Score -9566120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9566121.000000 Penalty: 3653.836182
	Iteration 21Q: 3 clusters Score -9566121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9566131.000000 Penalty: 3653.836182
	Iteration 22Q: 3 clusters Score -9566131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9566132.000000 Penalty: 3653.836182
	Iteration 23Q: 3 clusters Score -9566132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9566133.000000 Penalty: 3653.836182
	Iteration 24Q: 3 clusters Score -9566133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9566135.000000 Penalty: 3653.836182
	Iteration 25Q: 3 clusters Score -9566135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9566134.000000 Penalty: 3653.836182
	Iteration 26Q: 3 clusters Score -9566134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9566129.000000 Penalty: 3653.836182
	Iteration 27Q: 3 clusters Score -9566129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9566133.000000 Penalty: 3653.836182
	Iteration 28Q: 3 clusters Score -9566133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9566142.000000 Penalty: 3653.836182
	Iteration 29Q: 3 clusters Score -9566142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9566136.000000 Penalty: 3653.836182
	Iteration 30Q: 3 clusters Score -9566136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9566151.000000 Penalty: 3653.836182
	Iteration 31Q: 3 clusters Score -9566151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9566147.000000 Penalty: 3653.836182
	Iteration 32Q: 3 clusters Score -9566147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9566140.000000 Penalty: 3653.836182
	Iteration 33Q: 3 clusters Score -9566140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9566142.000000 Penalty: 3653.836182
	Iteration 34Q: 3 clusters Score -9566142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9566150.000000 Penalty: 3653.836182
	Iteration 35Q: 3 clusters Score -9566150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9566150.000000 Penalty: 3653.836182
	Iteration 36F: 3 clusters Score -9566150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (85555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Entering Unmasked Estep 
Score: -10655629.000000 Penalty: 1845.498657
	Iteration 0F: 2 clusters Score -1.065563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -10599534.000000 Penalty: 3690.997314
	Iteration 0F: 3 clusters Score -1.059953e+07 nChanged 40817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -10623299.000000 Penalty: 3690.997314
	Iteration 1F: 3 clusters Score -1.06233e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -10623911.000000 Penalty: 3690.997314
	Iteration 2Q: 3 clusters Score -1.062391e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -10624712.000000 Penalty: 3690.997314
	Iteration 3Q: 3 clusters Score -1.062471e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -10626050.000000 Penalty: 3690.997314
	Iteration 4Q: 3 clusters Score -1.062605e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -10628189.000000 Penalty: 3690.997314
	Iteration 5Q: 3 clusters Score -1.062819e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -10631702.000000 Penalty: 3690.997314
	Iteration 6F: 3 clusters Score -1.06317e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -10636922.000000 Penalty: 3690.997314
	Iteration 7F: 3 clusters Score -1.063692e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -10642514.000000 Penalty: 3690.997314
	Iteration 8F: 3 clusters Score -1.064251e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -10647240.000000 Penalty: 3690.997314
	Iteration 9F: 3 clusters Score -1.064724e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -10650276.000000 Penalty: 3690.997314
	Iteration 10Q: 3 clusters Score -1.065028e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -10652017.000000 Penalty: 3690.997314
	Iteration 11Q: 3 clusters Score -1.065202e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -10652796.000000 Penalty: 3690.997314
	Iteration 12Q: 3 clusters Score -1.06528e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10653181.000000 Penalty: 3690.997314
	Iteration 13Q: 3 clusters Score -1.065318e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10653427.000000 Penalty: 3690.997314
	Iteration 14Q: 3 clusters Score -1.065343e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10653585.000000 Penalty: 3690.997314
	Iteration 15Q: 3 clusters Score -1.065358e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10653719.000000 Penalty: 3690.997314
	Iteration 16Q: 3 clusters Score -1.065372e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10653777.000000 Penalty: 3690.997314
	Iteration 17Q: 3 clusters Score -1.065378e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10653847.000000 Penalty: 3690.997314
	Iteration 18Q: 3 clusters Score -1.065385e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10653888.000000 Penalty: 3690.997314
	Iteration 19Q: 3 clusters Score -1.065389e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10653910.000000 Penalty: 3690.997314
	Iteration 20F: 3 clusters Score -1.065391e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10653933.000000 Penalty: 3690.997314
	Iteration 21Q: 3 clusters Score -1.065393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10653966.000000 Penalty: 3690.997314
	Iteration 22Q: 3 clusters Score -1.065397e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10653984.000000 Penalty: 3690.997314
	Iteration 23Q: 3 clusters Score -1.065398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10653983.000000 Penalty: 3690.997314
	Iteration 24Q: 3 clusters Score -1.065398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10653997.000000 Penalty: 3690.997314
	Iteration 25Q: 3 clusters Score -1.0654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10654021.000000 Penalty: 3690.997314
	Iteration 26Q: 3 clusters Score -1.065402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84993 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10654025.000000 Penalty: 3690.997314
	Iteration 27Q: 3 clusters Score -1.065402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10654032.000000 Penalty: 3690.997314
	Iteration 28Q: 3 clusters Score -1.065403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10654025.000000 Penalty: 3690.997314
	Iteration 29Q: 3 clusters Score -1.065402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85028 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10654034.000000 Penalty: 3690.997314
	Iteration 30Q: 3 clusters Score -1.065403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10654036.000000 Penalty: 3690.997314
	Iteration 31Q: 3 clusters Score -1.065404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85036 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10654035.000000 Penalty: 3690.997314
	Iteration 32Q: 3 clusters Score -1.065404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10654042.000000 Penalty: 3690.997314
	Iteration 33Q: 3 clusters Score -1.065404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85043 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10654037.000000 Penalty: 3690.997314
	Iteration 34Q: 3 clusters Score -1.065404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10654044.000000 Penalty: 3690.997314
	Iteration 35Q: 3 clusters Score -1.065404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10654044.000000 Penalty: 3690.997314
	Iteration 36Q: 3 clusters Score -1.065404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10654048.000000 Penalty: 3690.997314
	Iteration 37Q: 3 clusters Score -1.065405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10654048.000000 Penalty: 3690.997314
	Iteration 38Q: 3 clusters Score -1.065405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10654047.000000 Penalty: 3690.997314
	Iteration 39Q: 3 clusters Score -1.065405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10654047.000000 Penalty: 3690.997314
	Iteration 40F: 3 clusters Score -1.065405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -225063.265625 Penalty: 1231.032471
	Iteration 0F: 2 clusters Score -225063.3 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 981 members 
Entering Unmasked Estep 
Score: -222996.406250 Penalty: 2462.064941
	Iteration 0F: 3 clusters Score -222996.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223490.328125 Penalty: 2462.064941
	Iteration 1F: 3 clusters Score -223490.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -223673.062500 Penalty: 2462.064941
	Iteration 2F: 3 clusters Score -223673.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -223776.406250 Penalty: 2462.064941
	Iteration 3F: 3 clusters Score -223776.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -223858.671875 Penalty: 2462.064941
	Iteration 4Q: 3 clusters Score -223858.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -223934.734375 Penalty: 2462.064941
	Iteration 5Q: 3 clusters Score -223934.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -224036.406250 Penalty: 2462.064941
	Iteration 6Q: 3 clusters Score -224036.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -224128.734375 Penalty: 2462.064941
	Iteration 7Q: 3 clusters Score -224128.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -224235.234375 Penalty: 2462.064941
	Iteration 8Q: 3 clusters Score -224235.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -224369.421875 Penalty: 2462.064941
	Iteration 9Q: 3 clusters Score -224369.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -224509.359375 Penalty: 2462.064941
	Iteration 10Q: 3 clusters Score -224509.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -224655.734375 Penalty: 2462.064941
	Iteration 11Q: 3 clusters Score -224655.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -224828.515625 Penalty: 2462.064941
	Iteration 12Q: 3 clusters Score -224828.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -224937.062500 Penalty: 2462.064941
	Iteration 13Q: 3 clusters Score -224937.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -224974.453125 Penalty: 2462.064941
	Iteration 14Q: 3 clusters Score -224974.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -224987.906250 Penalty: 2462.064941
	Iteration 15Q: 3 clusters Score -224987.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -224995.687500 Penalty: 2462.064941
	Iteration 16Q: 3 clusters Score -224995.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -224996.421875 Penalty: 2462.064941
	Iteration 17Q: 3 clusters Score -224996.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -224996.421875 Penalty: 2462.064941
	Iteration 18F: 3 clusters Score -224996.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Entering Unmasked Estep 
Score: -412713.187500 Penalty: 1332.189575
	Iteration 0F: 2 clusters Score -412713.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -409631.781250 Penalty: 2664.379150
	Iteration 0F: 3 clusters Score -409631.8 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -410530.468750 Penalty: 2664.379150
	Iteration 1F: 3 clusters Score -410530.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -410780.125000 Penalty: 2664.379150
	Iteration 2F: 3 clusters Score -410780.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -411012.656250 Penalty: 2664.379150
	Iteration 3F: 3 clusters Score -411012.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -411254.968750 Penalty: 2664.379150
	Iteration 4F: 3 clusters Score -411255 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -411439.781250 Penalty: 2664.379150
	Iteration 5F: 3 clusters Score -411439.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -411582.750000 Penalty: 2664.379150
	Iteration 6Q: 3 clusters Score -411582.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -411704.750000 Penalty: 2664.379150
	Iteration 7Q: 3 clusters Score -411704.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -411782.406250 Penalty: 2664.379150
	Iteration 8Q: 3 clusters Score -411782.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -411847.156250 Penalty: 2664.379150
	Iteration 9Q: 3 clusters Score -411847.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -411905.531250 Penalty: 2664.379150
	Iteration 10Q: 3 clusters Score -411905.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -411962.375000 Penalty: 2664.379150
	Iteration 11Q: 3 clusters Score -411962.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -412030.281250 Penalty: 2664.379150
	Iteration 12Q: 3 clusters Score -412030.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -412100.656250 Penalty: 2664.379150
	Iteration 13Q: 3 clusters Score -412100.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -412171.968750 Penalty: 2664.379150
	Iteration 14Q: 3 clusters Score -412172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -412218.937500 Penalty: 2664.379150
	Iteration 15Q: 3 clusters Score -412218.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -412255.406250 Penalty: 2664.379150
	Iteration 16Q: 3 clusters Score -412255.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -412281.687500 Penalty: 2664.379150
	Iteration 17Q: 3 clusters Score -412281.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -412298.031250 Penalty: 2664.379150
	Iteration 18Q: 3 clusters Score -412298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -412304.468750 Penalty: 2664.379150
	Iteration 19Q: 3 clusters Score -412304.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -412309.468750 Penalty: 2664.379150
	Iteration 20F: 3 clusters Score -412309.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -412312.375000 Penalty: 2664.379150
	Iteration 21Q: 3 clusters Score -412312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -412315.031250 Penalty: 2664.379150
	Iteration 22Q: 3 clusters Score -412315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -412319.312500 Penalty: 2664.379150
	Iteration 23Q: 3 clusters Score -412319.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -412322.687500 Penalty: 2664.379150
	Iteration 24Q: 3 clusters Score -412322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -412328.718750 Penalty: 2664.379150
	Iteration 25Q: 3 clusters Score -412328.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -412334.625000 Penalty: 2664.379150
	Iteration 26Q: 3 clusters Score -412334.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -412340.906250 Penalty: 2664.379150
	Iteration 27Q: 3 clusters Score -412340.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -412347.906250 Penalty: 2664.379150
	Iteration 28Q: 3 clusters Score -412347.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -412354.625000 Penalty: 2664.379150
	Iteration 29Q: 3 clusters Score -412354.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -412362.156250 Penalty: 2664.379150
	Iteration 30Q: 3 clusters Score -412362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -412365.500000 Penalty: 2664.379150
	Iteration 31Q: 3 clusters Score -412365.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -412366.406250 Penalty: 2664.379150
	Iteration 32Q: 3 clusters Score -412366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -412368.906250 Penalty: 2664.379150
	Iteration 33Q: 3 clusters Score -412368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -412370.343750 Penalty: 2664.379150
	Iteration 34Q: 3 clusters Score -412370.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -412371.968750 Penalty: 2664.379150
	Iteration 35Q: 3 clusters Score -412372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -412373.562500 Penalty: 2664.379150
	Iteration 36Q: 3 clusters Score -412373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -412374.812500 Penalty: 2664.379150
	Iteration 37Q: 3 clusters Score -412374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -412374.500000 Penalty: 2664.379150
	Iteration 38Q: 3 clusters Score -412374.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -412374.500000 Penalty: 2664.379150
	Iteration 39F: 3 clusters Score -412374.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -48784.621094 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -48784.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47885.136719 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -47885.14 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -48637.222656 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -48637.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48911.496094 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -48911.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49105.375000 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -49105.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49254.132812 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -49254.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49500.593750 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -49500.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49719.765625 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -49719.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49843.843750 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -49843.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -49899.734375 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -49899.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -49920.949219 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -49920.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49923.628906 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -49923.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49929.144531 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -49929.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49945.863281 Penalty: 2053.078613
	Iteration 12F: 3 clusters Score -49945.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49989.121094 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -49989.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50049.292969 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -50049.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50062.433594 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -50062.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50066.339844 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -50066.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50066.339844 Penalty: 2053.078613
	Iteration 17F: 3 clusters Score -50066.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 94655 members 
Mstep: Class 4 contains 76311 members 
Mstep: Class 5 contains 85555 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 30415 members 
Mstep: Class 11 contains 100729 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 90766 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 83756 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 596 members 
Mstep: Class 23 contains 86848 members 
Mstep: Class 24 contains 23972 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 3272 members 
Mstep: Class 27 contains 5701 members 
Mstep: Class 28 contains 11160 members 
Mstep: Class 29 contains 307 members 
Entering Unmasked Estep 
Score: -102237096.000000 Penalty: 64290.734375
Splitting cluster 8 changes total score from -102236536.000000 to -102237096.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -55951.214844 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -55951.21 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 287 members 
Entering Unmasked Estep 
Score: -54988.398438 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -54988.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55462.468750 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -55462.47 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55760.945312 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -55760.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55939.164062 Penalty: 2069.660645
	Iteration 3F: 3 clusters Score -55939.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56012.878906 Penalty: 2069.660645
	Iteration 4F: 3 clusters Score -56012.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56032.371094 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -56032.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -56040.335938 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -56040.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -56048.187500 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -56048.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56050.441406 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -56050.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56056.738281 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -56056.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56063.089844 Penalty: 2069.660645
	Iteration 10Q: 3 clusters Score -56063.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -56067.285156 Penalty: 2069.660645
	Iteration 11Q: 3 clusters Score -56067.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -56069.046875 Penalty: 2069.660645
	Iteration 12Q: 3 clusters Score -56069.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56073.183594 Penalty: 2069.660645
	Iteration 13Q: 3 clusters Score -56073.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56083.863281 Penalty: 2069.660645
	Iteration 14Q: 3 clusters Score -56083.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56085.203125 Penalty: 2069.660645
	Iteration 15Q: 3 clusters Score -56085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56085.203125 Penalty: 2069.660645
	Iteration 16F: 3 clusters Score -56085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 94655 members 
Mstep: Class 4 contains 76311 members 
Mstep: Class 5 contains 85555 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 30415 members 
Mstep: Class 11 contains 100729 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 90766 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 83756 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 596 members 
Mstep: Class 23 contains 86848 members 
Mstep: Class 24 contains 23972 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 3272 members 
Mstep: Class 27 contains 5701 members 
Mstep: Class 28 contains 11160 members 
Mstep: Class 29 contains 307 members 
Mstep: Class 30 contains 175 members 
Entering Unmasked Estep 
Score: -102236016.000000 Penalty: 66507.656250
Splitting cluster 9 changes total score from -102236536.000000 to -102236016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (30415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Entering Unmasked Estep 
Score: -3759170.750000 Penalty: 1677.437256
	Iteration 0F: 2 clusters Score -3759171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3738658.500000 Penalty: 3354.874512
	Iteration 0F: 3 clusters Score -3738658 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3746693.000000 Penalty: 3354.874512
	Iteration 1F: 3 clusters Score -3746693 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3747168.750000 Penalty: 3354.874512
	Iteration 2Q: 3 clusters Score -3747169 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3747724.250000 Penalty: 3354.874512
	Iteration 3Q: 3 clusters Score -3747724 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3748427.000000 Penalty: 3354.874512
	Iteration 4Q: 3 clusters Score -3748427 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -3749395.000000 Penalty: 3354.874512
	Iteration 5F: 3 clusters Score -3749395 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3750678.000000 Penalty: 3354.874512
	Iteration 6F: 3 clusters Score -3750678 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3752111.000000 Penalty: 3354.874512
	Iteration 7F: 3 clusters Score -3752111 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3753372.000000 Penalty: 3354.874512
	Iteration 8F: 3 clusters Score -3753372 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3754307.250000 Penalty: 3354.874512
	Iteration 9Q: 3 clusters Score -3754307 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3754929.750000 Penalty: 3354.874512
	Iteration 10Q: 3 clusters Score -3754930 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3755281.000000 Penalty: 3354.874512
	Iteration 11Q: 3 clusters Score -3755281 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3755518.250000 Penalty: 3354.874512
	Iteration 12Q: 3 clusters Score -3755518 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3755727.750000 Penalty: 3354.874512
	Iteration 13Q: 3 clusters Score -3755728 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3755892.750000 Penalty: 3354.874512
	Iteration 14Q: 3 clusters Score -3755893 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3756040.250000 Penalty: 3354.874512
	Iteration 15Q: 3 clusters Score -3756040 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3756189.250000 Penalty: 3354.874512
	Iteration 16Q: 3 clusters Score -3756189 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3756315.250000 Penalty: 3354.874512
	Iteration 17Q: 3 clusters Score -3756315 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3756479.500000 Penalty: 3354.874512
	Iteration 18Q: 3 clusters Score -3756480 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3756647.500000 Penalty: 3354.874512
	Iteration 19Q: 3 clusters Score -3756648 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3756836.750000 Penalty: 3354.874512
	Iteration 20F: 3 clusters Score -3756837 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3756988.000000 Penalty: 3354.874512
	Iteration 21Q: 3 clusters Score -3756988 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3757101.500000 Penalty: 3354.874512
	Iteration 22Q: 3 clusters Score -3757102 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3757204.000000 Penalty: 3354.874512
	Iteration 23Q: 3 clusters Score -3757204 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3757288.000000 Penalty: 3354.874512
	Iteration 24Q: 3 clusters Score -3757288 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3757344.750000 Penalty: 3354.874512
	Iteration 25Q: 3 clusters Score -3757345 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3757397.500000 Penalty: 3354.874512
	Iteration 26Q: 3 clusters Score -3757398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3757440.750000 Penalty: 3354.874512
	Iteration 27Q: 3 clusters Score -3757441 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3757500.750000 Penalty: 3354.874512
	Iteration 28Q: 3 clusters Score -3757501 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3757542.000000 Penalty: 3354.874512
	Iteration 29Q: 3 clusters Score -3757542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3757582.000000 Penalty: 3354.874512
	Iteration 30Q: 3 clusters Score -3757582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3757620.500000 Penalty: 3354.874512
	Iteration 31Q: 3 clusters Score -3757620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3757640.250000 Penalty: 3354.874512
	Iteration 32Q: 3 clusters Score -3757640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3757657.750000 Penalty: 3354.874512
	Iteration 33Q: 3 clusters Score -3757658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3757678.750000 Penalty: 3354.874512
	Iteration 34Q: 3 clusters Score -3757679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3757686.250000 Penalty: 3354.874512
	Iteration 35Q: 3 clusters Score -3757686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3757705.000000 Penalty: 3354.874512
	Iteration 36Q: 3 clusters Score -3757705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3757722.500000 Penalty: 3354.874512
	Iteration 37Q: 3 clusters Score -3757722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3757732.000000 Penalty: 3354.874512
	Iteration 38Q: 3 clusters Score -3757732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3757742.750000 Penalty: 3354.874512
	Iteration 39Q: 3 clusters Score -3757743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3757750.750000 Penalty: 3354.874512
	Iteration 40F: 3 clusters Score -3757751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3757759.000000 Penalty: 3354.874512
	Iteration 41Q: 3 clusters Score -3757759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3757758.000000 Penalty: 3354.874512
	Iteration 42Q: 3 clusters Score -3757758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3757763.250000 Penalty: 3354.874512
	Iteration 43Q: 3 clusters Score -3757763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3757768.250000 Penalty: 3354.874512
	Iteration 44Q: 3 clusters Score -3757768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3757770.500000 Penalty: 3354.874512
	Iteration 45Q: 3 clusters Score -3757770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3757776.250000 Penalty: 3354.874512
	Iteration 46Q: 3 clusters Score -3757776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3757777.500000 Penalty: 3354.874512
	Iteration 47Q: 3 clusters Score -3757778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3757780.500000 Penalty: 3354.874512
	Iteration 48Q: 3 clusters Score -3757780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3757780.500000 Penalty: 3354.874512
	Iteration 49F: 3 clusters Score -3757780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (100729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Entering Unmasked Estep 
Score: -12370672.000000 Penalty: 1872.030762
	Iteration 0F: 2 clusters Score -1.237067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -12305795.000000 Penalty: 3744.061523
	Iteration 0F: 3 clusters Score -1.23058e+07 nChanged 48062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -12334030.000000 Penalty: 3744.061523
	Iteration 1F: 3 clusters Score -1.233403e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -12334941.000000 Penalty: 3744.061523
	Iteration 2Q: 3 clusters Score -1.233494e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -12336242.000000 Penalty: 3744.061523
	Iteration 3Q: 3 clusters Score -1.233624e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -12338280.000000 Penalty: 3744.061523
	Iteration 4Q: 3 clusters Score -1.233828e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -12341358.000000 Penalty: 3744.061523
	Iteration 5F: 3 clusters Score -1.234136e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -12345436.000000 Penalty: 3744.061523
	Iteration 6F: 3 clusters Score -1.234544e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -12350315.000000 Penalty: 3744.061523
	Iteration 7F: 3 clusters Score -1.235032e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -12354317.000000 Penalty: 3744.061523
	Iteration 8F: 3 clusters Score -1.235432e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -12356478.000000 Penalty: 3744.061523
	Iteration 9Q: 3 clusters Score -1.235648e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -12357549.000000 Penalty: 3744.061523
	Iteration 10Q: 3 clusters Score -1.235755e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -12358101.000000 Penalty: 3744.061523
	Iteration 11Q: 3 clusters Score -1.23581e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -12358456.000000 Penalty: 3744.061523
	Iteration 12Q: 3 clusters Score -1.235846e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -12358782.000000 Penalty: 3744.061523
	Iteration 13Q: 3 clusters Score -1.235878e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -12359172.000000 Penalty: 3744.061523
	Iteration 14Q: 3 clusters Score -1.235917e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -12359585.000000 Penalty: 3744.061523
	Iteration 15Q: 3 clusters Score -1.235958e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80171 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -12359928.000000 Penalty: 3744.061523
	Iteration 16Q: 3 clusters Score -1.235993e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -12360387.000000 Penalty: 3744.061523
	Iteration 17Q: 3 clusters Score -1.236039e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82377 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -12361147.000000 Penalty: 3744.061523
	Iteration 18Q: 3 clusters Score -1.236115e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -12362074.000000 Penalty: 3744.061523
	Iteration 19Q: 3 clusters Score -1.236207e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85168 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -12362893.000000 Penalty: 3744.061523
	Iteration 20F: 3 clusters Score -1.236289e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -12363890.000000 Penalty: 3744.061523
	Iteration 21Q: 3 clusters Score -1.236389e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -12364925.000000 Penalty: 3744.061523
	Iteration 22Q: 3 clusters Score -1.236492e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -12366019.000000 Penalty: 3744.061523
	Iteration 23Q: 3 clusters Score -1.236602e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -12366846.000000 Penalty: 3744.061523
	Iteration 24Q: 3 clusters Score -1.236685e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -12367634.000000 Penalty: 3744.061523
	Iteration 25Q: 3 clusters Score -1.236763e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -12368330.000000 Penalty: 3744.061523
	Iteration 26Q: 3 clusters Score -1.236833e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95825 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -12368767.000000 Penalty: 3744.061523
	Iteration 27Q: 3 clusters Score -1.236877e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -12369073.000000 Penalty: 3744.061523
	Iteration 28Q: 3 clusters Score -1.236907e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -12369203.000000 Penalty: 3744.061523
	Iteration 29Q: 3 clusters Score -1.23692e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -12369318.000000 Penalty: 3744.061523
	Iteration 30Q: 3 clusters Score -1.236932e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -12369380.000000 Penalty: 3744.061523
	Iteration 31Q: 3 clusters Score -1.236938e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98119 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12369401.000000 Penalty: 3744.061523
	Iteration 32Q: 3 clusters Score -1.23694e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -12369452.000000 Penalty: 3744.061523
	Iteration 33Q: 3 clusters Score -1.236945e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98484 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -12369488.000000 Penalty: 3744.061523
	Iteration 34Q: 3 clusters Score -1.236949e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -12369484.000000 Penalty: 3744.061523
	Iteration 35Q: 3 clusters Score -1.236948e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98731 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -12369504.000000 Penalty: 3744.061523
	Iteration 36Q: 3 clusters Score -1.23695e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -12369538.000000 Penalty: 3744.061523
	Iteration 37Q: 3 clusters Score -1.236954e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12369571.000000 Penalty: 3744.061523
	Iteration 38Q: 3 clusters Score -1.236957e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -12369601.000000 Penalty: 3744.061523
	Iteration 39Q: 3 clusters Score -1.23696e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99087 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12369611.000000 Penalty: 3744.061523
	Iteration 40F: 3 clusters Score -1.236961e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99139 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -12369571.000000 Penalty: 3744.061523
	Iteration 41Q: 3 clusters Score -1.236957e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -12369572.000000 Penalty: 3744.061523
	Iteration 42Q: 3 clusters Score -1.236957e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99213 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -12369568.000000 Penalty: 3744.061523
	Iteration 43Q: 3 clusters Score -1.236957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12369583.000000 Penalty: 3744.061523
	Iteration 44Q: 3 clusters Score -1.236958e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -12369577.000000 Penalty: 3744.061523
	Iteration 45Q: 3 clusters Score -1.236958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12369553.000000 Penalty: 3744.061523
	Iteration 46Q: 3 clusters Score -1.236955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -12369572.000000 Penalty: 3744.061523
	Iteration 47Q: 3 clusters Score -1.236957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -12369564.000000 Penalty: 3744.061523
	Iteration 48Q: 3 clusters Score -1.236956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -12369559.000000 Penalty: 3744.061523
	Iteration 49Q: 3 clusters Score -1.236956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12369548.000000 Penalty: 3744.061523
	Iteration 50Q: 3 clusters Score -1.236955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12369552.000000 Penalty: 3744.061523
	Iteration 51Q: 3 clusters Score -1.236955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -12369551.000000 Penalty: 3744.061523
	Iteration 52Q: 3 clusters Score -1.236955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99363 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -12369556.000000 Penalty: 3744.061523
	Iteration 53Q: 3 clusters Score -1.236956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -12369569.000000 Penalty: 3744.061523
	Iteration 54Q: 3 clusters Score -1.236957e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99410 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12369576.000000 Penalty: 3744.061523
	Iteration 55Q: 3 clusters Score -1.236958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99426 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12369580.000000 Penalty: 3744.061523
	Iteration 56Q: 3 clusters Score -1.236958e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -12369599.000000 Penalty: 3744.061523
	Iteration 57Q: 3 clusters Score -1.23696e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99479 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -12369616.000000 Penalty: 3744.061523
	Iteration 58Q: 3 clusters Score -1.236962e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -12369621.000000 Penalty: 3744.061523
	Iteration 59Q: 3 clusters Score -1.236962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99520 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -12369612.000000 Penalty: 3744.061523
	Iteration 60F: 3 clusters Score -1.236961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12369614.000000 Penalty: 3744.061523
	Iteration 61Q: 3 clusters Score -1.236961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12369615.000000 Penalty: 3744.061523
	Iteration 62Q: 3 clusters Score -1.236962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99541 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -12369641.000000 Penalty: 3744.061523
	Iteration 63Q: 3 clusters Score -1.236964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99555 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12369625.000000 Penalty: 3744.061523
	Iteration 64Q: 3 clusters Score -1.236962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -12369631.000000 Penalty: 3744.061523
	Iteration 65Q: 3 clusters Score -1.236963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99573 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12369631.000000 Penalty: 3744.061523
	Iteration 66Q: 3 clusters Score -1.236963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99581 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12369645.000000 Penalty: 3744.061523
	Iteration 67Q: 3 clusters Score -1.236964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12369660.000000 Penalty: 3744.061523
	Iteration 68Q: 3 clusters Score -1.236966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99595 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12369646.000000 Penalty: 3744.061523
	Iteration 69Q: 3 clusters Score -1.236965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -12369667.000000 Penalty: 3744.061523
	Iteration 70Q: 3 clusters Score -1.236967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99606 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12369673.000000 Penalty: 3744.061523
	Iteration 71Q: 3 clusters Score -1.236967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -12369668.000000 Penalty: 3744.061523
	Iteration 72Q: 3 clusters Score -1.236967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12369677.000000 Penalty: 3744.061523
	Iteration 73Q: 3 clusters Score -1.236968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12369677.000000 Penalty: 3744.061523
	Iteration 74F: 3 clusters Score -1.236968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -212594.484375 Penalty: 1223.353882
	Iteration 0F: 2 clusters Score -212594.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -210611.640625 Penalty: 2446.707764
	Iteration 0F: 3 clusters Score -210611.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -211174.718750 Penalty: 2446.707764
	Iteration 1F: 3 clusters Score -211174.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -211386.921875 Penalty: 2446.707764
	Iteration 2F: 3 clusters Score -211386.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -211534.343750 Penalty: 2446.707764
	Iteration 3F: 3 clusters Score -211534.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -211671.703125 Penalty: 2446.707764
	Iteration 4F: 3 clusters Score -211671.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -211764.140625 Penalty: 2446.707764
	Iteration 5Q: 3 clusters Score -211764.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -211809.218750 Penalty: 2446.707764
	Iteration 6Q: 3 clusters Score -211809.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -211835.203125 Penalty: 2446.707764
	Iteration 7Q: 3 clusters Score -211835.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -211857.718750 Penalty: 2446.707764
	Iteration 8Q: 3 clusters Score -211857.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -211884.703125 Penalty: 2446.707764
	Iteration 9Q: 3 clusters Score -211884.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -211906.015625 Penalty: 2446.707764
	Iteration 10Q: 3 clusters Score -211906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -211925.734375 Penalty: 2446.707764
	Iteration 11Q: 3 clusters Score -211925.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -211945.265625 Penalty: 2446.707764
	Iteration 12Q: 3 clusters Score -211945.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -211964.890625 Penalty: 2446.707764
	Iteration 13Q: 3 clusters Score -211964.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -211987.671875 Penalty: 2446.707764
	Iteration 14Q: 3 clusters Score -211987.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -212002.062500 Penalty: 2446.707764
	Iteration 15Q: 3 clusters Score -212002.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -212007.531250 Penalty: 2446.707764
	Iteration 16Q: 3 clusters Score -212007.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -212012.718750 Penalty: 2446.707764
	Iteration 17Q: 3 clusters Score -212012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -212014.656250 Penalty: 2446.707764
	Iteration 18Q: 3 clusters Score -212014.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -212016.515625 Penalty: 2446.707764
	Iteration 19Q: 3 clusters Score -212016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -212018.687500 Penalty: 2446.707764
	Iteration 20F: 3 clusters Score -212018.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -212021.421875 Penalty: 2446.707764
	Iteration 21Q: 3 clusters Score -212021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -212021.421875 Penalty: 2446.707764
	Iteration 22F: 3 clusters Score -212021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Entering Unmasked Estep 
Score: -802261.812500 Penalty: 1432.159546
	Iteration 0F: 2 clusters Score -802261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -797229.625000 Penalty: 2864.319092
	Iteration 0F: 3 clusters Score -797229.6 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -798723.437500 Penalty: 2864.319092
	Iteration 1F: 3 clusters Score -798723.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -798993.750000 Penalty: 2864.319092
	Iteration 2F: 3 clusters Score -798993.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -799272.000000 Penalty: 2864.319092
	Iteration 3F: 3 clusters Score -799272 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -799538.000000 Penalty: 2864.319092
	Iteration 4F: 3 clusters Score -799538 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -799835.875000 Penalty: 2864.319092
	Iteration 5F: 3 clusters Score -799835.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -800118.062500 Penalty: 2864.319092
	Iteration 6F: 3 clusters Score -800118.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -800408.562500 Penalty: 2864.319092
	Iteration 7F: 3 clusters Score -800408.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -800658.937500 Penalty: 2864.319092
	Iteration 8F: 3 clusters Score -800658.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -800874.750000 Penalty: 2864.319092
	Iteration 9Q: 3 clusters Score -800874.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -801035.187500 Penalty: 2864.319092
	Iteration 10Q: 3 clusters Score -801035.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -801154.750000 Penalty: 2864.319092
	Iteration 11Q: 3 clusters Score -801154.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -801251.375000 Penalty: 2864.319092
	Iteration 12Q: 3 clusters Score -801251.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -801338.750000 Penalty: 2864.319092
	Iteration 13Q: 3 clusters Score -801338.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -801397.500000 Penalty: 2864.319092
	Iteration 14Q: 3 clusters Score -801397.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -801446.562500 Penalty: 2864.319092
	Iteration 15Q: 3 clusters Score -801446.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -801477.312500 Penalty: 2864.319092
	Iteration 16Q: 3 clusters Score -801477.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -801499.375000 Penalty: 2864.319092
	Iteration 17Q: 3 clusters Score -801499.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -801514.125000 Penalty: 2864.319092
	Iteration 18Q: 3 clusters Score -801514.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -801531.812500 Penalty: 2864.319092
	Iteration 19Q: 3 clusters Score -801531.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -801552.062500 Penalty: 2864.319092
	Iteration 20F: 3 clusters Score -801552.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -801564.875000 Penalty: 2864.319092
	Iteration 21Q: 3 clusters Score -801564.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -801576.812500 Penalty: 2864.319092
	Iteration 22Q: 3 clusters Score -801576.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -801587.812500 Penalty: 2864.319092
	Iteration 23Q: 3 clusters Score -801587.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -801595.000000 Penalty: 2864.319092
	Iteration 24Q: 3 clusters Score -801595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -801596.812500 Penalty: 2864.319092
	Iteration 25Q: 3 clusters Score -801596.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -801599.812500 Penalty: 2864.319092
	Iteration 26Q: 3 clusters Score -801599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -801602.250000 Penalty: 2864.319092
	Iteration 27Q: 3 clusters Score -801602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -801606.687500 Penalty: 2864.319092
	Iteration 28Q: 3 clusters Score -801606.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -801608.437500 Penalty: 2864.319092
	Iteration 29Q: 3 clusters Score -801608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -801609.562500 Penalty: 2864.319092
	Iteration 30Q: 3 clusters Score -801609.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -801615.875000 Penalty: 2864.319092
	Iteration 31Q: 3 clusters Score -801615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -801618.375000 Penalty: 2864.319092
	Iteration 32Q: 3 clusters Score -801618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -801621.375000 Penalty: 2864.319092
	Iteration 33Q: 3 clusters Score -801621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -801622.625000 Penalty: 2864.319092
	Iteration 34Q: 3 clusters Score -801622.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -801622.625000 Penalty: 2864.319092
	Iteration 35F: 3 clusters Score -801622.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Entering Unmasked Estep 
Score: -1451753.500000 Penalty: 1525.859985
	Iteration 0F: 2 clusters Score -1451754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1443430.375000 Penalty: 3051.719971
	Iteration 0F: 3 clusters Score -1443430 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1446154.125000 Penalty: 3051.719971
	Iteration 1F: 3 clusters Score -1446154 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1446555.750000 Penalty: 3051.719971
	Iteration 2F: 3 clusters Score -1446556 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1447039.000000 Penalty: 3051.719971
	Iteration 3F: 3 clusters Score -1447039 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1447633.500000 Penalty: 3051.719971
	Iteration 4F: 3 clusters Score -1447634 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1448263.750000 Penalty: 3051.719971
	Iteration 5F: 3 clusters Score -1448264 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1448866.500000 Penalty: 3051.719971
	Iteration 6F: 3 clusters Score -1448866 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1449376.000000 Penalty: 3051.719971
	Iteration 7F: 3 clusters Score -1449376 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1449724.625000 Penalty: 3051.719971
	Iteration 8Q: 3 clusters Score -1449725 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1449980.375000 Penalty: 3051.719971
	Iteration 9Q: 3 clusters Score -1449980 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1450148.250000 Penalty: 3051.719971
	Iteration 10Q: 3 clusters Score -1450148 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1450266.000000 Penalty: 3051.719971
	Iteration 11Q: 3 clusters Score -1450266 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1450366.875000 Penalty: 3051.719971
	Iteration 12Q: 3 clusters Score -1450367 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1450425.375000 Penalty: 3051.719971
	Iteration 13Q: 3 clusters Score -1450425 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1450478.375000 Penalty: 3051.719971
	Iteration 14Q: 3 clusters Score -1450478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1450505.375000 Penalty: 3051.719971
	Iteration 15Q: 3 clusters Score -1450505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1450541.375000 Penalty: 3051.719971
	Iteration 16Q: 3 clusters Score -1450541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1450567.875000 Penalty: 3051.719971
	Iteration 17Q: 3 clusters Score -1450568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1450592.375000 Penalty: 3051.719971
	Iteration 18Q: 3 clusters Score -1450592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1450613.500000 Penalty: 3051.719971
	Iteration 19Q: 3 clusters Score -1450614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1450622.500000 Penalty: 3051.719971
	Iteration 20F: 3 clusters Score -1450622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1450626.125000 Penalty: 3051.719971
	Iteration 21Q: 3 clusters Score -1450626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1450630.750000 Penalty: 3051.719971
	Iteration 22Q: 3 clusters Score -1450631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1450638.875000 Penalty: 3051.719971
	Iteration 23Q: 3 clusters Score -1450639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1450640.375000 Penalty: 3051.719971
	Iteration 24Q: 3 clusters Score -1450640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1450643.375000 Penalty: 3051.719971
	Iteration 25Q: 3 clusters Score -1450643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1450643.625000 Penalty: 3051.719971
	Iteration 26Q: 3 clusters Score -1450644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1450646.625000 Penalty: 3051.719971
	Iteration 27Q: 3 clusters Score -1450647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1450646.625000 Penalty: 3051.719971
	Iteration 28F: 3 clusters Score -1450647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -278937.718750 Penalty: 1271.602417
	Iteration 0F: 2 clusters Score -278937.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -276498.187500 Penalty: 2543.204834
	Iteration 0F: 3 clusters Score -276498.2 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -277140.750000 Penalty: 2543.204834
	Iteration 1F: 3 clusters Score -277140.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -277317.781250 Penalty: 2543.204834
	Iteration 2F: 3 clusters Score -277317.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -277464.625000 Penalty: 2543.204834
	Iteration 3F: 3 clusters Score -277464.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -277623.968750 Penalty: 2543.204834
	Iteration 4F: 3 clusters Score -277624 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -277773.656250 Penalty: 2543.204834
	Iteration 5F: 3 clusters Score -277773.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -277915.312500 Penalty: 2543.204834
	Iteration 6F: 3 clusters Score -277915.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -278038.062500 Penalty: 2543.204834
	Iteration 7Q: 3 clusters Score -278038.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -278148.093750 Penalty: 2543.204834
	Iteration 8Q: 3 clusters Score -278148.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -278228.562500 Penalty: 2543.204834
	Iteration 9Q: 3 clusters Score -278228.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -278277.281250 Penalty: 2543.204834
	Iteration 10Q: 3 clusters Score -278277.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -278306.281250 Penalty: 2543.204834
	Iteration 11Q: 3 clusters Score -278306.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -278326.687500 Penalty: 2543.204834
	Iteration 12Q: 3 clusters Score -278326.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -278350.781250 Penalty: 2543.204834
	Iteration 13Q: 3 clusters Score -278350.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -278367.468750 Penalty: 2543.204834
	Iteration 14Q: 3 clusters Score -278367.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -278374.968750 Penalty: 2543.204834
	Iteration 15Q: 3 clusters Score -278375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -278383.937500 Penalty: 2543.204834
	Iteration 16Q: 3 clusters Score -278383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -278388.500000 Penalty: 2543.204834
	Iteration 17Q: 3 clusters Score -278388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -278390.468750 Penalty: 2543.204834
	Iteration 18Q: 3 clusters Score -278390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -278391.500000 Penalty: 2543.204834
	Iteration 19Q: 3 clusters Score -278391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -278393.562500 Penalty: 2543.204834
	Iteration 20F: 3 clusters Score -278393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -278396.406250 Penalty: 2543.204834
	Iteration 21Q: 3 clusters Score -278396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -278397.125000 Penalty: 2543.204834
	Iteration 22Q: 3 clusters Score -278397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -278398.625000 Penalty: 2543.204834
	Iteration 23Q: 3 clusters Score -278398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -278399.812500 Penalty: 2543.204834
	Iteration 24Q: 3 clusters Score -278399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -278402.593750 Penalty: 2543.204834
	Iteration 25Q: 3 clusters Score -278402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -278405.718750 Penalty: 2543.204834
	Iteration 26Q: 3 clusters Score -278405.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -278407.843750 Penalty: 2543.204834
	Iteration 27Q: 3 clusters Score -278407.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -278410.281250 Penalty: 2543.204834
	Iteration 28Q: 3 clusters Score -278410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -278410.562500 Penalty: 2543.204834
	Iteration 29Q: 3 clusters Score -278410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -278410.718750 Penalty: 2543.204834
	Iteration 30Q: 3 clusters Score -278410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -278411.250000 Penalty: 2543.204834
	Iteration 31Q: 3 clusters Score -278411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -278411.250000 Penalty: 2543.204834
	Iteration 32F: 3 clusters Score -278411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Entering Unmasked Estep 
Score: -11367355.000000 Penalty: 1855.106567
	Iteration 0F: 2 clusters Score -1.136736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -11308766.000000 Penalty: 3710.213135
	Iteration 0F: 3 clusters Score -1.130877e+07 nChanged 43661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -11333938.000000 Penalty: 3710.213135
	Iteration 1F: 3 clusters Score -1.133394e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -11334662.000000 Penalty: 3710.213135
	Iteration 2Q: 3 clusters Score -1.133466e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -11335684.000000 Penalty: 3710.213135
	Iteration 3Q: 3 clusters Score -1.133568e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -11337208.000000 Penalty: 3710.213135
	Iteration 4Q: 3 clusters Score -1.133721e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -11339464.000000 Penalty: 3710.213135
	Iteration 5Q: 3 clusters Score -1.133946e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -11343108.000000 Penalty: 3710.213135
	Iteration 6F: 3 clusters Score -1.134311e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -11347952.000000 Penalty: 3710.213135
	Iteration 7F: 3 clusters Score -1.134795e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -11351783.000000 Penalty: 3710.213135
	Iteration 8F: 3 clusters Score -1.135178e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -11353360.000000 Penalty: 3710.213135
	Iteration 9Q: 3 clusters Score -1.135336e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -11354051.000000 Penalty: 3710.213135
	Iteration 10Q: 3 clusters Score -1.135405e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -11354583.000000 Penalty: 3710.213135
	Iteration 11Q: 3 clusters Score -1.135458e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -11355216.000000 Penalty: 3710.213135
	Iteration 12Q: 3 clusters Score -1.135522e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -11356082.000000 Penalty: 3710.213135
	Iteration 13Q: 3 clusters Score -1.135608e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -11357033.000000 Penalty: 3710.213135
	Iteration 14Q: 3 clusters Score -1.135703e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -11358326.000000 Penalty: 3710.213135
	Iteration 15Q: 3 clusters Score -1.135833e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -11359640.000000 Penalty: 3710.213135
	Iteration 16Q: 3 clusters Score -1.135964e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -11360945.000000 Penalty: 3710.213135
	Iteration 17Q: 3 clusters Score -1.136094e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -11362089.000000 Penalty: 3710.213135
	Iteration 18Q: 3 clusters Score -1.136209e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -11362910.000000 Penalty: 3710.213135
	Iteration 19Q: 3 clusters Score -1.136291e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -11363606.000000 Penalty: 3710.213135
	Iteration 20F: 3 clusters Score -1.136361e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -11364043.000000 Penalty: 3710.213135
	Iteration 21Q: 3 clusters Score -1.136404e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -11364324.000000 Penalty: 3710.213135
	Iteration 22Q: 3 clusters Score -1.136432e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -11364417.000000 Penalty: 3710.213135
	Iteration 23Q: 3 clusters Score -1.136442e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -11364500.000000 Penalty: 3710.213135
	Iteration 24Q: 3 clusters Score -1.13645e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -11364550.000000 Penalty: 3710.213135
	Iteration 25Q: 3 clusters Score -1.136455e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -11364575.000000 Penalty: 3710.213135
	Iteration 26Q: 3 clusters Score -1.136458e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -11364545.000000 Penalty: 3710.213135
	Iteration 27Q: 3 clusters Score -1.136454e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -11364585.000000 Penalty: 3710.213135
	Iteration 28Q: 3 clusters Score -1.136458e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -11364567.000000 Penalty: 3710.213135
	Iteration 29Q: 3 clusters Score -1.136457e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -11364544.000000 Penalty: 3710.213135
	Iteration 30Q: 3 clusters Score -1.136454e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -11364527.000000 Penalty: 3710.213135
	Iteration 31Q: 3 clusters Score -1.136453e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -11364531.000000 Penalty: 3710.213135
	Iteration 32Q: 3 clusters Score -1.136453e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -11364532.000000 Penalty: 3710.213135
	Iteration 33Q: 3 clusters Score -1.136453e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -11364537.000000 Penalty: 3710.213135
	Iteration 34Q: 3 clusters Score -1.136454e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -11364543.000000 Penalty: 3710.213135
	Iteration 35Q: 3 clusters Score -1.136454e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -11364540.000000 Penalty: 3710.213135
	Iteration 36Q: 3 clusters Score -1.136454e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -11364531.000000 Penalty: 3710.213135
	Iteration 37Q: 3 clusters Score -1.136453e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -11364534.000000 Penalty: 3710.213135
	Iteration 38Q: 3 clusters Score -1.136453e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -11364521.000000 Penalty: 3710.213135
	Iteration 39Q: 3 clusters Score -1.136452e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -11364546.000000 Penalty: 3710.213135
	Iteration 40F: 3 clusters Score -1.136455e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -11364547.000000 Penalty: 3710.213135
	Iteration 41Q: 3 clusters Score -1.136455e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -11364546.000000 Penalty: 3710.213135
	Iteration 42Q: 3 clusters Score -1.136455e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -11364556.000000 Penalty: 3710.213135
	Iteration 43Q: 3 clusters Score -1.136456e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -11364575.000000 Penalty: 3710.213135
	Iteration 44Q: 3 clusters Score -1.136458e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -11364557.000000 Penalty: 3710.213135
	Iteration 45Q: 3 clusters Score -1.136456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -11364567.000000 Penalty: 3710.213135
	Iteration 46Q: 3 clusters Score -1.136457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -11364562.000000 Penalty: 3710.213135
	Iteration 47Q: 3 clusters Score -1.136456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -11364567.000000 Penalty: 3710.213135
	Iteration 48Q: 3 clusters Score -1.136457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -11364567.000000 Penalty: 3710.213135
	Iteration 49Q: 3 clusters Score -1.136457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -11364562.000000 Penalty: 3710.213135
	Iteration 50Q: 3 clusters Score -1.136456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -11364555.000000 Penalty: 3710.213135
	Iteration 51Q: 3 clusters Score -1.136456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -11364557.000000 Penalty: 3710.213135
	Iteration 52Q: 3 clusters Score -1.136456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -11364558.000000 Penalty: 3710.213135
	Iteration 53Q: 3 clusters Score -1.136456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -11364557.000000 Penalty: 3710.213135
	Iteration 54Q: 3 clusters Score -1.136456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -11364553.000000 Penalty: 3710.213135
	Iteration 55Q: 3 clusters Score -1.136455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -11364553.000000 Penalty: 3710.213135
	Iteration 56F: 3 clusters Score -1.136455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Entering Unmasked Estep 
Score: -431778.031250 Penalty: 1333.392456
	Iteration 0F: 2 clusters Score -431778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -428694.406250 Penalty: 2666.784912
	Iteration 0F: 3 clusters Score -428694.4 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -429495.718750 Penalty: 2666.784912
	Iteration 1F: 3 clusters Score -429495.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -429652.281250 Penalty: 2666.784912
	Iteration 2F: 3 clusters Score -429652.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -429763.000000 Penalty: 2666.784912
	Iteration 3F: 3 clusters Score -429763 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -429855.062500 Penalty: 2666.784912
	Iteration 4Q: 3 clusters Score -429855.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -429938.531250 Penalty: 2666.784912
	Iteration 5Q: 3 clusters Score -429938.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -430029.093750 Penalty: 2666.784912
	Iteration 6Q: 3 clusters Score -430029.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -430113.281250 Penalty: 2666.784912
	Iteration 7Q: 3 clusters Score -430113.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -430186.312500 Penalty: 2666.784912
	Iteration 8Q: 3 clusters Score -430186.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -430253.843750 Penalty: 2666.784912
	Iteration 9Q: 3 clusters Score -430253.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -430307.843750 Penalty: 2666.784912
	Iteration 10Q: 3 clusters Score -430307.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -430354.375000 Penalty: 2666.784912
	Iteration 11Q: 3 clusters Score -430354.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -430394.531250 Penalty: 2666.784912
	Iteration 12Q: 3 clusters Score -430394.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -430431.531250 Penalty: 2666.784912
	Iteration 13Q: 3 clusters Score -430431.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -430478.812500 Penalty: 2666.784912
	Iteration 14Q: 3 clusters Score -430478.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -430520.125000 Penalty: 2666.784912
	Iteration 15Q: 3 clusters Score -430520.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -430550.468750 Penalty: 2666.784912
	Iteration 16Q: 3 clusters Score -430550.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -430577.843750 Penalty: 2666.784912
	Iteration 17Q: 3 clusters Score -430577.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -430596.718750 Penalty: 2666.784912
	Iteration 18Q: 3 clusters Score -430596.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -430622.812500 Penalty: 2666.784912
	Iteration 19Q: 3 clusters Score -430622.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -430642.250000 Penalty: 2666.784912
	Iteration 20F: 3 clusters Score -430642.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -430653.062500 Penalty: 2666.784912
	Iteration 21Q: 3 clusters Score -430653.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -430659.843750 Penalty: 2666.784912
	Iteration 22Q: 3 clusters Score -430659.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -430665.718750 Penalty: 2666.784912
	Iteration 23Q: 3 clusters Score -430665.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -430669.750000 Penalty: 2666.784912
	Iteration 24Q: 3 clusters Score -430669.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -430673.031250 Penalty: 2666.784912
	Iteration 25Q: 3 clusters Score -430673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -430675.968750 Penalty: 2666.784912
	Iteration 26Q: 3 clusters Score -430676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -430676.531250 Penalty: 2666.784912
	Iteration 27Q: 3 clusters Score -430676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -430676.531250 Penalty: 2666.784912
	Iteration 28F: 3 clusters Score -430676.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Entering Unmasked Estep 
Score: -10540454.000000 Penalty: 1842.045166
	Iteration 0F: 2 clusters Score -1.054045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -10486500.000000 Penalty: 3684.090332
	Iteration 0F: 3 clusters Score -1.04865e+07 nChanged 39903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -10509543.000000 Penalty: 3684.090332
	Iteration 1F: 3 clusters Score -1.050954e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -10510575.000000 Penalty: 3684.090332
	Iteration 2Q: 3 clusters Score -1.051058e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -10512234.000000 Penalty: 3684.090332
	Iteration 3Q: 3 clusters Score -1.051223e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -10514967.000000 Penalty: 3684.090332
	Iteration 4F: 3 clusters Score -1.051497e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -10519414.000000 Penalty: 3684.090332
	Iteration 5F: 3 clusters Score -1.051941e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -10525139.000000 Penalty: 3684.090332
	Iteration 6F: 3 clusters Score -1.052514e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -10530012.000000 Penalty: 3684.090332
	Iteration 7F: 3 clusters Score -1.053001e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -10533353.000000 Penalty: 3684.090332
	Iteration 8Q: 3 clusters Score -1.053335e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -10535296.000000 Penalty: 3684.090332
	Iteration 9Q: 3 clusters Score -1.05353e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -10536543.000000 Penalty: 3684.090332
	Iteration 10Q: 3 clusters Score -1.053654e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -10537185.000000 Penalty: 3684.090332
	Iteration 11Q: 3 clusters Score -1.053718e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -10537747.000000 Penalty: 3684.090332
	Iteration 12Q: 3 clusters Score -1.053775e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -10538219.000000 Penalty: 3684.090332
	Iteration 13Q: 3 clusters Score -1.053822e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10538508.000000 Penalty: 3684.090332
	Iteration 14Q: 3 clusters Score -1.053851e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10538664.000000 Penalty: 3684.090332
	Iteration 15Q: 3 clusters Score -1.053866e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10538754.000000 Penalty: 3684.090332
	Iteration 16Q: 3 clusters Score -1.053875e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10538841.000000 Penalty: 3684.090332
	Iteration 17Q: 3 clusters Score -1.053884e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10538886.000000 Penalty: 3684.090332
	Iteration 18Q: 3 clusters Score -1.053889e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10538904.000000 Penalty: 3684.090332
	Iteration 19Q: 3 clusters Score -1.05389e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10538936.000000 Penalty: 3684.090332
	Iteration 20F: 3 clusters Score -1.053894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10538944.000000 Penalty: 3684.090332
	Iteration 21Q: 3 clusters Score -1.053894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10538944.000000 Penalty: 3684.090332
	Iteration 22Q: 3 clusters Score -1.053894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10538952.000000 Penalty: 3684.090332
	Iteration 23Q: 3 clusters Score -1.053895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10538952.000000 Penalty: 3684.090332
	Iteration 24Q: 3 clusters Score -1.053895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10538973.000000 Penalty: 3684.090332
	Iteration 25Q: 3 clusters Score -1.053897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10538974.000000 Penalty: 3684.090332
	Iteration 26Q: 3 clusters Score -1.053897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10538976.000000 Penalty: 3684.090332
	Iteration 27Q: 3 clusters Score -1.053898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10538984.000000 Penalty: 3684.090332
	Iteration 28Q: 3 clusters Score -1.053898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10538980.000000 Penalty: 3684.090332
	Iteration 29Q: 3 clusters Score -1.053898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10538988.000000 Penalty: 3684.090332
	Iteration 30Q: 3 clusters Score -1.053899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10538993.000000 Penalty: 3684.090332
	Iteration 31Q: 3 clusters Score -1.053899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10539001.000000 Penalty: 3684.090332
	Iteration 32Q: 3 clusters Score -1.0539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10539002.000000 Penalty: 3684.090332
	Iteration 33Q: 3 clusters Score -1.0539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10539004.000000 Penalty: 3684.090332
	Iteration 34Q: 3 clusters Score -1.0539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10539012.000000 Penalty: 3684.090332
	Iteration 35Q: 3 clusters Score -1.053901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10539012.000000 Penalty: 3684.090332
	Iteration 36F: 3 clusters Score -1.053901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -546069.562500 Penalty: 1367.175415
	Iteration 0F: 2 clusters Score -546069.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -542343.250000 Penalty: 2734.350830
	Iteration 0F: 3 clusters Score -542343.2 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -543365.375000 Penalty: 2734.350830
	Iteration 1F: 3 clusters Score -543365.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -543518.625000 Penalty: 2734.350830
	Iteration 2F: 3 clusters Score -543518.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -543610.875000 Penalty: 2734.350830
	Iteration 3Q: 3 clusters Score -543610.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -543670.250000 Penalty: 2734.350830
	Iteration 4Q: 3 clusters Score -543670.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -543710.750000 Penalty: 2734.350830
	Iteration 5Q: 3 clusters Score -543710.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -543746.937500 Penalty: 2734.350830
	Iteration 6Q: 3 clusters Score -543746.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -543774.937500 Penalty: 2734.350830
	Iteration 7Q: 3 clusters Score -543774.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -543799.250000 Penalty: 2734.350830
	Iteration 8Q: 3 clusters Score -543799.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -543819.125000 Penalty: 2734.350830
	Iteration 9Q: 3 clusters Score -543819.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -543840.875000 Penalty: 2734.350830
	Iteration 10Q: 3 clusters Score -543840.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -543861.562500 Penalty: 2734.350830
	Iteration 11Q: 3 clusters Score -543861.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -543881.500000 Penalty: 2734.350830
	Iteration 12Q: 3 clusters Score -543881.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -543903.125000 Penalty: 2734.350830
	Iteration 13Q: 3 clusters Score -543903.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -543929.250000 Penalty: 2734.350830
	Iteration 14Q: 3 clusters Score -543929.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -543957.812500 Penalty: 2734.350830
	Iteration 15Q: 3 clusters Score -543957.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -543992.062500 Penalty: 2734.350830
	Iteration 16Q: 3 clusters Score -543992.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -544021.687500 Penalty: 2734.350830
	Iteration 17Q: 3 clusters Score -544021.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -544063.250000 Penalty: 2734.350830
	Iteration 18Q: 3 clusters Score -544063.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -544111.687500 Penalty: 2734.350830
	Iteration 19Q: 3 clusters Score -544111.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -544169.375000 Penalty: 2734.350830
	Iteration 20F: 3 clusters Score -544169.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -544246.437500 Penalty: 2734.350830
	Iteration 21Q: 3 clusters Score -544246.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -544340.250000 Penalty: 2734.350830
	Iteration 22Q: 3 clusters Score -544340.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -544415.687500 Penalty: 2734.350830
	Iteration 23Q: 3 clusters Score -544415.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -544500.125000 Penalty: 2734.350830
	Iteration 24Q: 3 clusters Score -544500.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -544561.125000 Penalty: 2734.350830
	Iteration 25Q: 3 clusters Score -544561.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -544636.187500 Penalty: 2734.350830
	Iteration 26Q: 3 clusters Score -544636.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -544692.437500 Penalty: 2734.350830
	Iteration 27Q: 3 clusters Score -544692.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -544742.875000 Penalty: 2734.350830
	Iteration 28Q: 3 clusters Score -544742.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -544768.312500 Penalty: 2734.350830
	Iteration 29Q: 3 clusters Score -544768.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -544787.375000 Penalty: 2734.350830
	Iteration 30Q: 3 clusters Score -544787.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -544798.687500 Penalty: 2734.350830
	Iteration 31Q: 3 clusters Score -544798.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -544809.937500 Penalty: 2734.350830
	Iteration 32Q: 3 clusters Score -544809.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -544820.625000 Penalty: 2734.350830
	Iteration 33Q: 3 clusters Score -544820.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -544826.500000 Penalty: 2734.350830
	Iteration 34Q: 3 clusters Score -544826.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -544838.125000 Penalty: 2734.350830
	Iteration 35Q: 3 clusters Score -544838.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -544844.500000 Penalty: 2734.350830
	Iteration 36Q: 3 clusters Score -544844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -544851.312500 Penalty: 2734.350830
	Iteration 37Q: 3 clusters Score -544851.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -544854.937500 Penalty: 2734.350830
	Iteration 38Q: 3 clusters Score -544854.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -544855.062500 Penalty: 2734.350830
	Iteration 39Q: 3 clusters Score -544855.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -544855.437500 Penalty: 2734.350830
	Iteration 40F: 3 clusters Score -544855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -544855.000000 Penalty: 2734.350830
	Iteration 41Q: 3 clusters Score -544855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -544855.000000 Penalty: 2734.350830
	Iteration 42F: 3 clusters Score -544855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -225499.906250 Penalty: 1237.165283
	Iteration 0F: 2 clusters Score -225499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -223401.328125 Penalty: 2474.330566
	Iteration 0F: 3 clusters Score -223401.3 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -223921.468750 Penalty: 2474.330566
	Iteration 1F: 3 clusters Score -223921.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -224114.968750 Penalty: 2474.330566
	Iteration 2F: 3 clusters Score -224115 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -224336.984375 Penalty: 2474.330566
	Iteration 3F: 3 clusters Score -224337 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -224569.203125 Penalty: 2474.330566
	Iteration 4F: 3 clusters Score -224569.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224803.046875 Penalty: 2474.330566
	Iteration 5F: 3 clusters Score -224803 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -224986.000000 Penalty: 2474.330566
	Iteration 6F: 3 clusters Score -224986 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -225119.437500 Penalty: 2474.330566
	Iteration 7F: 3 clusters Score -225119.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -225206.156250 Penalty: 2474.330566
	Iteration 8Q: 3 clusters Score -225206.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -225257.656250 Penalty: 2474.330566
	Iteration 9Q: 3 clusters Score -225257.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -225285.062500 Penalty: 2474.330566
	Iteration 10Q: 3 clusters Score -225285.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -225300.046875 Penalty: 2474.330566
	Iteration 11Q: 3 clusters Score -225300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -225312.718750 Penalty: 2474.330566
	Iteration 12Q: 3 clusters Score -225312.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -225331.781250 Penalty: 2474.330566
	Iteration 13Q: 3 clusters Score -225331.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -225350.421875 Penalty: 2474.330566
	Iteration 14Q: 3 clusters Score -225350.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -225364.171875 Penalty: 2474.330566
	Iteration 15Q: 3 clusters Score -225364.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -225374.281250 Penalty: 2474.330566
	Iteration 16Q: 3 clusters Score -225374.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -225383.531250 Penalty: 2474.330566
	Iteration 17Q: 3 clusters Score -225383.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -225394.562500 Penalty: 2474.330566
	Iteration 18Q: 3 clusters Score -225394.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -225406.937500 Penalty: 2474.330566
	Iteration 19Q: 3 clusters Score -225406.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -225423.843750 Penalty: 2474.330566
	Iteration 20F: 3 clusters Score -225423.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -225445.343750 Penalty: 2474.330566
	Iteration 21Q: 3 clusters Score -225445.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -225469.546875 Penalty: 2474.330566
	Iteration 22Q: 3 clusters Score -225469.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -225489.609375 Penalty: 2474.330566
	Iteration 23Q: 3 clusters Score -225489.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -225511.062500 Penalty: 2474.330566
	Iteration 24Q: 3 clusters Score -225511.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -225526.703125 Penalty: 2474.330566
	Iteration 25Q: 3 clusters Score -225526.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -225547.718750 Penalty: 2474.330566
	Iteration 26Q: 3 clusters Score -225547.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -225565.375000 Penalty: 2474.330566
	Iteration 27Q: 3 clusters Score -225565.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -225573.546875 Penalty: 2474.330566
	Iteration 28Q: 3 clusters Score -225573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -225576.625000 Penalty: 2474.330566
	Iteration 29Q: 3 clusters Score -225576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -225578.578125 Penalty: 2474.330566
	Iteration 30Q: 3 clusters Score -225578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -225583.000000 Penalty: 2474.330566
	Iteration 31Q: 3 clusters Score -225583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -225585.718750 Penalty: 2474.330566
	Iteration 32Q: 3 clusters Score -225585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -225586.828125 Penalty: 2474.330566
	Iteration 33Q: 3 clusters Score -225586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -225588.187500 Penalty: 2474.330566
	Iteration 34Q: 3 clusters Score -225588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -225588.234375 Penalty: 2474.330566
	Iteration 35Q: 3 clusters Score -225588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -225588.234375 Penalty: 2474.330566
	Iteration 36F: 3 clusters Score -225588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 94655 members 
Mstep: Class 4 contains 76311 members 
Mstep: Class 5 contains 85555 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 30415 members 
Mstep: Class 11 contains 100729 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 90766 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 83756 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 477 members 
Mstep: Class 22 contains 596 members 
Mstep: Class 23 contains 86848 members 
Mstep: Class 24 contains 23972 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 3272 members 
Mstep: Class 27 contains 5701 members 
Mstep: Class 28 contains 11160 members 
Mstep: Class 29 contains 307 members 
Mstep: Class 30 contains 1256 members 
Entering Unmasked Estep 
Score: -102236232.000000 Penalty: 66507.656250
Splitting cluster 20 changes total score from -102236536.000000 to -102236232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -27645.597656 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -27645.6 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 236 members 
Entering Unmasked Estep 
Score: -26857.675781 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -26857.68 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27297.246094 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -27297.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27509.990234 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -27509.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27637.500000 Penalty: 2004.442871
	Iteration 3F: 3 clusters Score -27637.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27677.337891 Penalty: 2004.442871
	Iteration 4Q: 3 clusters Score -27677.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27719.091797 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -27719.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27759.646484 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -27759.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27814.361328 Penalty: 2004.442871
	Iteration 7Q: 3 clusters Score -27814.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27872.734375 Penalty: 2004.442871
	Iteration 8Q: 3 clusters Score -27872.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27906.958984 Penalty: 2004.442871
	Iteration 9Q: 3 clusters Score -27906.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28026.699219 Penalty: 2004.442871
	Iteration 10Q: 3 clusters Score -28026.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28091.326172 Penalty: 2004.442871
	Iteration 11Q: 3 clusters Score -28091.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28193.517578 Penalty: 2004.442871
	Iteration 12Q: 3 clusters Score -28193.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28264.085938 Penalty: 2004.442871
	Iteration 13Q: 3 clusters Score -28264.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28407.347656 Penalty: 2004.442871
	Iteration 14F: 3 clusters Score -28407.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28881.472656 Penalty: 2004.442871
	Iteration 15F: 3 clusters Score -28881.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29127.503906 Penalty: 2004.442871
	Iteration 16F: 3 clusters Score -29127.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29283.025391 Penalty: 2004.442871
	Iteration 17Q: 3 clusters Score -29283.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29311.466797 Penalty: 2004.442871
	Iteration 18Q: 3 clusters Score -29311.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29382.503906 Penalty: 2004.442871
	Iteration 19Q: 3 clusters Score -29382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29419.851562 Penalty: 2004.442871
	Iteration 20F: 3 clusters Score -29419.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29435.761719 Penalty: 2004.442871
	Iteration 21Q: 3 clusters Score -29435.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29447.072266 Penalty: 2004.442871
	Iteration 22Q: 3 clusters Score -29447.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29449.103516 Penalty: 2004.442871
	Iteration 23Q: 3 clusters Score -29449.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29452.953125 Penalty: 2004.442871
	Iteration 24Q: 3 clusters Score -29452.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29461.900391 Penalty: 2004.442871
	Iteration 25Q: 3 clusters Score -29461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29463.898438 Penalty: 2004.442871
	Iteration 26Q: 3 clusters Score -29463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29465.628906 Penalty: 2004.442871
	Iteration 27Q: 3 clusters Score -29465.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29466.484375 Penalty: 2004.442871
	Iteration 28Q: 3 clusters Score -29466.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29466.484375 Penalty: 2004.442871
	Iteration 29F: 3 clusters Score -29466.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 94655 members 
Mstep: Class 4 contains 76311 members 
Mstep: Class 5 contains 85555 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 30415 members 
Mstep: Class 11 contains 100729 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 90766 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 83756 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 596 members 
Mstep: Class 23 contains 86848 members 
Mstep: Class 24 contains 23972 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 3272 members 
Mstep: Class 27 contains 5701 members 
Mstep: Class 28 contains 11160 members 
Mstep: Class 29 contains 307 members 
Mstep: Class 30 contains 191 members 
Entering Unmasked Estep 
Score: -102237704.000000 Penalty: 66507.656250
Splitting cluster 21 changes total score from -102236536.000000 to -102237704.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -57243.375000 Penalty: 1038.414062
	Iteration 0F: 2 clusters Score -57243.38 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 280 members 
Entering Unmasked Estep 
Score: -56275.000000 Penalty: 2076.828125
	Iteration 0F: 3 clusters Score -56275 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56762.179688 Penalty: 2076.828125
	Iteration 1F: 3 clusters Score -56762.18 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57109.218750 Penalty: 2076.828125
	Iteration 2F: 3 clusters Score -57109.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -57279.367188 Penalty: 2076.828125
	Iteration 3F: 3 clusters Score -57279.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -57338.085938 Penalty: 2076.828125
	Iteration 4Q: 3 clusters Score -57338.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57351.339844 Penalty: 2076.828125
	Iteration 5Q: 3 clusters Score -57351.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57357.914062 Penalty: 2076.828125
	Iteration 6Q: 3 clusters Score -57357.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57360.003906 Penalty: 2076.828125
	Iteration 7Q: 3 clusters Score -57360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57363.613281 Penalty: 2076.828125
	Iteration 8Q: 3 clusters Score -57363.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57363.613281 Penalty: 2076.828125
	Iteration 9F: 3 clusters Score -57363.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 94655 members 
Mstep: Class 4 contains 76311 members 
Mstep: Class 5 contains 85555 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 30415 members 
Mstep: Class 11 contains 100729 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 90766 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 83756 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 86848 members 
Mstep: Class 24 contains 23972 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 3272 members 
Mstep: Class 27 contains 5701 members 
Mstep: Class 28 contains 11160 members 
Mstep: Class 29 contains 307 members 
Mstep: Class 30 contains 191 members 
Mstep: Class 31 contains 178 members 
Entering Unmasked Estep 
Score: -102236640.000000 Penalty: 68724.578125
Splitting cluster 22 changes total score from -102236536.000000 to -102236640.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 23 (86848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Entering Unmasked Estep 
Score: -10715541.000000 Penalty: 1847.936157
	Iteration 0F: 2 clusters Score -1.071554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -10657519.000000 Penalty: 3695.872314
	Iteration 0F: 3 clusters Score -1.065752e+07 nChanged 41471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -10681397.000000 Penalty: 3695.872314
	Iteration 1F: 3 clusters Score -1.06814e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -10682048.000000 Penalty: 3695.872314
	Iteration 2Q: 3 clusters Score -1.068205e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -10682665.000000 Penalty: 3695.872314
	Iteration 3Q: 3 clusters Score -1.068266e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -10683484.000000 Penalty: 3695.872314
	Iteration 4Q: 3 clusters Score -1.068348e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -10684664.000000 Penalty: 3695.872314
	Iteration 5Q: 3 clusters Score -1.068466e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -10686402.000000 Penalty: 3695.872314
	Iteration 6Q: 3 clusters Score -1.06864e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -10689438.000000 Penalty: 3695.872314
	Iteration 7F: 3 clusters Score -1.068944e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -10693852.000000 Penalty: 3695.872314
	Iteration 8F: 3 clusters Score -1.069385e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -10699169.000000 Penalty: 3695.872314
	Iteration 9F: 3 clusters Score -1.069917e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -10704292.000000 Penalty: 3695.872314
	Iteration 10F: 3 clusters Score -1.070429e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -10707770.000000 Penalty: 3695.872314
	Iteration 11Q: 3 clusters Score -1.070777e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80816 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -10709987.000000 Penalty: 3695.872314
	Iteration 12Q: 3 clusters Score -1.070999e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82645 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -10711496.000000 Penalty: 3695.872314
	Iteration 13Q: 3 clusters Score -1.07115e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -10712399.000000 Penalty: 3695.872314
	Iteration 14Q: 3 clusters Score -1.07124e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -10713026.000000 Penalty: 3695.872314
	Iteration 15Q: 3 clusters Score -1.071303e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10713397.000000 Penalty: 3695.872314
	Iteration 16Q: 3 clusters Score -1.07134e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10713645.000000 Penalty: 3695.872314
	Iteration 17Q: 3 clusters Score -1.071364e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10713799.000000 Penalty: 3695.872314
	Iteration 18Q: 3 clusters Score -1.07138e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10713887.000000 Penalty: 3695.872314
	Iteration 19Q: 3 clusters Score -1.071389e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10713935.000000 Penalty: 3695.872314
	Iteration 20F: 3 clusters Score -1.071394e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10713996.000000 Penalty: 3695.872314
	Iteration 21Q: 3 clusters Score -1.0714e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10714020.000000 Penalty: 3695.872314
	Iteration 22Q: 3 clusters Score -1.071402e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10714027.000000 Penalty: 3695.872314
	Iteration 23Q: 3 clusters Score -1.071403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10714028.000000 Penalty: 3695.872314
	Iteration 24Q: 3 clusters Score -1.071403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86435 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10714043.000000 Penalty: 3695.872314
	Iteration 25Q: 3 clusters Score -1.071404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10714049.000000 Penalty: 3695.872314
	Iteration 26Q: 3 clusters Score -1.071405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10714050.000000 Penalty: 3695.872314
	Iteration 27Q: 3 clusters Score -1.071405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10714051.000000 Penalty: 3695.872314
	Iteration 28Q: 3 clusters Score -1.071405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10714060.000000 Penalty: 3695.872314
	Iteration 29Q: 3 clusters Score -1.071406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10714065.000000 Penalty: 3695.872314
	Iteration 30Q: 3 clusters Score -1.071406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86463 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10714071.000000 Penalty: 3695.872314
	Iteration 31Q: 3 clusters Score -1.071407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10714069.000000 Penalty: 3695.872314
	Iteration 32Q: 3 clusters Score -1.071407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10714071.000000 Penalty: 3695.872314
	Iteration 33Q: 3 clusters Score -1.071407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10714079.000000 Penalty: 3695.872314
	Iteration 34Q: 3 clusters Score -1.071408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10714078.000000 Penalty: 3695.872314
	Iteration 35Q: 3 clusters Score -1.071408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10714078.000000 Penalty: 3695.872314
	Iteration 36F: 3 clusters Score -1.071408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Entering Unmasked Estep 
Score: -2892808.000000 Penalty: 1638.754272
	Iteration 0F: 2 clusters Score -2892808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2876726.500000 Penalty: 3277.508545
	Iteration 0F: 3 clusters Score -2876726 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2882618.000000 Penalty: 3277.508545
	Iteration 1F: 3 clusters Score -2882618 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2883298.750000 Penalty: 3277.508545
	Iteration 2F: 3 clusters Score -2883299 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2884322.500000 Penalty: 3277.508545
	Iteration 3F: 3 clusters Score -2884322 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2885655.000000 Penalty: 3277.508545
	Iteration 4F: 3 clusters Score -2885655 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2887070.000000 Penalty: 3277.508545
	Iteration 5F: 3 clusters Score -2887070 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2888485.500000 Penalty: 3277.508545
	Iteration 6F: 3 clusters Score -2888486 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2889481.500000 Penalty: 3277.508545
	Iteration 7F: 3 clusters Score -2889482 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2890087.500000 Penalty: 3277.508545
	Iteration 8Q: 3 clusters Score -2890088 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2890576.250000 Penalty: 3277.508545
	Iteration 9Q: 3 clusters Score -2890576 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2890950.500000 Penalty: 3277.508545
	Iteration 10Q: 3 clusters Score -2890950 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2891218.750000 Penalty: 3277.508545
	Iteration 11Q: 3 clusters Score -2891219 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2891400.750000 Penalty: 3277.508545
	Iteration 12Q: 3 clusters Score -2891401 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2891532.750000 Penalty: 3277.508545
	Iteration 13Q: 3 clusters Score -2891533 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2891633.250000 Penalty: 3277.508545
	Iteration 14Q: 3 clusters Score -2891633 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2891719.000000 Penalty: 3277.508545
	Iteration 15Q: 3 clusters Score -2891719 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2891759.750000 Penalty: 3277.508545
	Iteration 16Q: 3 clusters Score -2891760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2891786.250000 Penalty: 3277.508545
	Iteration 17Q: 3 clusters Score -2891786 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2891811.000000 Penalty: 3277.508545
	Iteration 18Q: 3 clusters Score -2891811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2891821.250000 Penalty: 3277.508545
	Iteration 19Q: 3 clusters Score -2891821 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2891842.250000 Penalty: 3277.508545
	Iteration 20F: 3 clusters Score -2891842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2891856.000000 Penalty: 3277.508545
	Iteration 21Q: 3 clusters Score -2891856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2891863.750000 Penalty: 3277.508545
	Iteration 22Q: 3 clusters Score -2891864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2891867.250000 Penalty: 3277.508545
	Iteration 23Q: 3 clusters Score -2891867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2891876.500000 Penalty: 3277.508545
	Iteration 24Q: 3 clusters Score -2891876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2891886.250000 Penalty: 3277.508545
	Iteration 25Q: 3 clusters Score -2891886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2891887.500000 Penalty: 3277.508545
	Iteration 26Q: 3 clusters Score -2891888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2891899.000000 Penalty: 3277.508545
	Iteration 27Q: 3 clusters Score -2891899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2891898.750000 Penalty: 3277.508545
	Iteration 28Q: 3 clusters Score -2891899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2891910.250000 Penalty: 3277.508545
	Iteration 29Q: 3 clusters Score -2891910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2891910.750000 Penalty: 3277.508545
	Iteration 30Q: 3 clusters Score -2891911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2891911.750000 Penalty: 3277.508545
	Iteration 31Q: 3 clusters Score -2891912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2891920.250000 Penalty: 3277.508545
	Iteration 32Q: 3 clusters Score -2891920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2891921.750000 Penalty: 3277.508545
	Iteration 33Q: 3 clusters Score -2891922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2891926.750000 Penalty: 3277.508545
	Iteration 34Q: 3 clusters Score -2891927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2891929.000000 Penalty: 3277.508545
	Iteration 35Q: 3 clusters Score -2891929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2891929.750000 Penalty: 3277.508545
	Iteration 36Q: 3 clusters Score -2891930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2891933.000000 Penalty: 3277.508545
	Iteration 37Q: 3 clusters Score -2891933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2891942.750000 Penalty: 3277.508545
	Iteration 38Q: 3 clusters Score -2891943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2891944.750000 Penalty: 3277.508545
	Iteration 39Q: 3 clusters Score -2891945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2891951.500000 Penalty: 3277.508545
	Iteration 40F: 3 clusters Score -2891952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2891948.250000 Penalty: 3277.508545
	Iteration 41Q: 3 clusters Score -2891948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2891957.250000 Penalty: 3277.508545
	Iteration 42Q: 3 clusters Score -2891957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2891958.500000 Penalty: 3277.508545
	Iteration 43Q: 3 clusters Score -2891958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2891959.500000 Penalty: 3277.508545
	Iteration 44Q: 3 clusters Score -2891960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2891961.000000 Penalty: 3277.508545
	Iteration 45Q: 3 clusters Score -2891961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2891963.000000 Penalty: 3277.508545
	Iteration 46Q: 3 clusters Score -2891963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2891961.500000 Penalty: 3277.508545
	Iteration 47Q: 3 clusters Score -2891962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2891960.000000 Penalty: 3277.508545
	Iteration 48Q: 3 clusters Score -2891960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2891966.750000 Penalty: 3277.508545
	Iteration 49Q: 3 clusters Score -2891967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2891965.250000 Penalty: 3277.508545
	Iteration 50Q: 3 clusters Score -2891965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2891963.000000 Penalty: 3277.508545
	Iteration 51Q: 3 clusters Score -2891963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2891963.000000 Penalty: 3277.508545
	Iteration 52Q: 3 clusters Score -2891963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2891964.500000 Penalty: 3277.508545
	Iteration 53Q: 3 clusters Score -2891964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2891965.500000 Penalty: 3277.508545
	Iteration 54Q: 3 clusters Score -2891966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2891970.250000 Penalty: 3277.508545
	Iteration 55Q: 3 clusters Score -2891970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2891970.000000 Penalty: 3277.508545
	Iteration 56Q: 3 clusters Score -2891970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2891972.500000 Penalty: 3277.508545
	Iteration 57Q: 3 clusters Score -2891972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2891981.000000 Penalty: 3277.508545
	Iteration 58Q: 3 clusters Score -2891981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2891980.250000 Penalty: 3277.508545
	Iteration 59Q: 3 clusters Score -2891980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2891976.750000 Penalty: 3277.508545
	Iteration 60F: 3 clusters Score -2891977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2891978.500000 Penalty: 3277.508545
	Iteration 61Q: 3 clusters Score -2891978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2891980.000000 Penalty: 3277.508545
	Iteration 62Q: 3 clusters Score -2891980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2891980.250000 Penalty: 3277.508545
	Iteration 63Q: 3 clusters Score -2891980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2891982.000000 Penalty: 3277.508545
	Iteration 64Q: 3 clusters Score -2891982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2891982.000000 Penalty: 3277.508545
	Iteration 65F: 3 clusters Score -2891982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Entering Unmasked Estep 
Score: -596987.187500 Penalty: 1383.033203
	Iteration 0F: 2 clusters Score -596987.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -593067.062500 Penalty: 2766.066406
	Iteration 0F: 3 clusters Score -593067.1 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -594032.625000 Penalty: 2766.066406
	Iteration 1F: 3 clusters Score -594032.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -594194.062500 Penalty: 2766.066406
	Iteration 2F: 3 clusters Score -594194.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -594295.375000 Penalty: 2766.066406
	Iteration 3Q: 3 clusters Score -594295.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -594388.125000 Penalty: 2766.066406
	Iteration 4Q: 3 clusters Score -594388.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -594476.312500 Penalty: 2766.066406
	Iteration 5Q: 3 clusters Score -594476.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -594549.625000 Penalty: 2766.066406
	Iteration 6Q: 3 clusters Score -594549.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -594605.125000 Penalty: 2766.066406
	Iteration 7Q: 3 clusters Score -594605.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -594650.187500 Penalty: 2766.066406
	Iteration 8Q: 3 clusters Score -594650.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -594695.250000 Penalty: 2766.066406
	Iteration 9Q: 3 clusters Score -594695.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -594731.562500 Penalty: 2766.066406
	Iteration 10Q: 3 clusters Score -594731.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -594758.062500 Penalty: 2766.066406
	Iteration 11Q: 3 clusters Score -594758.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -594788.125000 Penalty: 2766.066406
	Iteration 12Q: 3 clusters Score -594788.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -594820.437500 Penalty: 2766.066406
	Iteration 13Q: 3 clusters Score -594820.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -594846.500000 Penalty: 2766.066406
	Iteration 14Q: 3 clusters Score -594846.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -594875.187500 Penalty: 2766.066406
	Iteration 15Q: 3 clusters Score -594875.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -594917.937500 Penalty: 2766.066406
	Iteration 16Q: 3 clusters Score -594917.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -594984.875000 Penalty: 2766.066406
	Iteration 17Q: 3 clusters Score -594984.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -595070.500000 Penalty: 2766.066406
	Iteration 18Q: 3 clusters Score -595070.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -595154.250000 Penalty: 2766.066406
	Iteration 19Q: 3 clusters Score -595154.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -595232.437500 Penalty: 2766.066406
	Iteration 20F: 3 clusters Score -595232.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -595331.562500 Penalty: 2766.066406
	Iteration 21Q: 3 clusters Score -595331.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -595436.437500 Penalty: 2766.066406
	Iteration 22Q: 3 clusters Score -595436.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -595515.062500 Penalty: 2766.066406
	Iteration 23Q: 3 clusters Score -595515.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -595584.000000 Penalty: 2766.066406
	Iteration 24Q: 3 clusters Score -595584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -595654.875000 Penalty: 2766.066406
	Iteration 25Q: 3 clusters Score -595654.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -595719.875000 Penalty: 2766.066406
	Iteration 26Q: 3 clusters Score -595719.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -595783.125000 Penalty: 2766.066406
	Iteration 27Q: 3 clusters Score -595783.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -595830.062500 Penalty: 2766.066406
	Iteration 28Q: 3 clusters Score -595830.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -595865.937500 Penalty: 2766.066406
	Iteration 29Q: 3 clusters Score -595865.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -595892.562500 Penalty: 2766.066406
	Iteration 30Q: 3 clusters Score -595892.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -595912.687500 Penalty: 2766.066406
	Iteration 31Q: 3 clusters Score -595912.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -595928.750000 Penalty: 2766.066406
	Iteration 32Q: 3 clusters Score -595928.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -595939.625000 Penalty: 2766.066406
	Iteration 33Q: 3 clusters Score -595939.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -595950.875000 Penalty: 2766.066406
	Iteration 34Q: 3 clusters Score -595950.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -595957.687500 Penalty: 2766.066406
	Iteration 35Q: 3 clusters Score -595957.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -595965.500000 Penalty: 2766.066406
	Iteration 36Q: 3 clusters Score -595965.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -595970.125000 Penalty: 2766.066406
	Iteration 37Q: 3 clusters Score -595970.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -595975.625000 Penalty: 2766.066406
	Iteration 38Q: 3 clusters Score -595975.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -595977.937500 Penalty: 2766.066406
	Iteration 39Q: 3 clusters Score -595977.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -595981.625000 Penalty: 2766.066406
	Iteration 40F: 3 clusters Score -595981.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -595985.937500 Penalty: 2766.066406
	Iteration 41Q: 3 clusters Score -595985.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -595987.562500 Penalty: 2766.066406
	Iteration 42Q: 3 clusters Score -595987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -595988.375000 Penalty: 2766.066406
	Iteration 43Q: 3 clusters Score -595988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -595988.375000 Penalty: 2766.066406
	Iteration 44F: 3 clusters Score -595988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Entering Unmasked Estep 
Score: -388439.718750 Penalty: 1315.137939
	Iteration 0F: 2 clusters Score -388439.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -385531.843750 Penalty: 2630.275879
	Iteration 0F: 3 clusters Score -385531.8 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -386339.312500 Penalty: 2630.275879
	Iteration 1F: 3 clusters Score -386339.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -386556.406250 Penalty: 2630.275879
	Iteration 2F: 3 clusters Score -386556.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -386700.750000 Penalty: 2630.275879
	Iteration 3F: 3 clusters Score -386700.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -386816.312500 Penalty: 2630.275879
	Iteration 4Q: 3 clusters Score -386816.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -386915.437500 Penalty: 2630.275879
	Iteration 5Q: 3 clusters Score -386915.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -387010.812500 Penalty: 2630.275879
	Iteration 6Q: 3 clusters Score -387010.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -387085.687500 Penalty: 2630.275879
	Iteration 7Q: 3 clusters Score -387085.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -387159.968750 Penalty: 2630.275879
	Iteration 8Q: 3 clusters Score -387160 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -387217.343750 Penalty: 2630.275879
	Iteration 9Q: 3 clusters Score -387217.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -387267.625000 Penalty: 2630.275879
	Iteration 10Q: 3 clusters Score -387267.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -387316.281250 Penalty: 2630.275879
	Iteration 11Q: 3 clusters Score -387316.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -387378.718750 Penalty: 2630.275879
	Iteration 12Q: 3 clusters Score -387378.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -387430.031250 Penalty: 2630.275879
	Iteration 13Q: 3 clusters Score -387430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -387476.562500 Penalty: 2630.275879
	Iteration 14Q: 3 clusters Score -387476.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -387537.593750 Penalty: 2630.275879
	Iteration 15Q: 3 clusters Score -387537.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -387590.906250 Penalty: 2630.275879
	Iteration 16Q: 3 clusters Score -387590.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -387629.625000 Penalty: 2630.275879
	Iteration 17Q: 3 clusters Score -387629.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -387649.562500 Penalty: 2630.275879
	Iteration 18Q: 3 clusters Score -387649.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -387670.125000 Penalty: 2630.275879
	Iteration 19Q: 3 clusters Score -387670.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -387679.843750 Penalty: 2630.275879
	Iteration 20F: 3 clusters Score -387679.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -387690.562500 Penalty: 2630.275879
	Iteration 21Q: 3 clusters Score -387690.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -387699.468750 Penalty: 2630.275879
	Iteration 22Q: 3 clusters Score -387699.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -387704.062500 Penalty: 2630.275879
	Iteration 23Q: 3 clusters Score -387704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -387706.343750 Penalty: 2630.275879
	Iteration 24Q: 3 clusters Score -387706.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -387709.593750 Penalty: 2630.275879
	Iteration 25Q: 3 clusters Score -387709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -387711.812500 Penalty: 2630.275879
	Iteration 26Q: 3 clusters Score -387711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -387712.875000 Penalty: 2630.275879
	Iteration 27Q: 3 clusters Score -387712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -387713.562500 Penalty: 2630.275879
	Iteration 28Q: 3 clusters Score -387713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -387715.187500 Penalty: 2630.275879
	Iteration 29Q: 3 clusters Score -387715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -387715.187500 Penalty: 2630.275879
	Iteration 30F: 3 clusters Score -387715.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Entering Unmasked Estep 
Score: -689347.687500 Penalty: 1405.364380
	Iteration 0F: 2 clusters Score -689347.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -684917.250000 Penalty: 2810.728760
	Iteration 0F: 3 clusters Score -684917.2 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -686183.875000 Penalty: 2810.728760
	Iteration 1F: 3 clusters Score -686183.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -686358.875000 Penalty: 2810.728760
	Iteration 2F: 3 clusters Score -686358.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -686495.875000 Penalty: 2810.728760
	Iteration 3Q: 3 clusters Score -686495.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -686612.875000 Penalty: 2810.728760
	Iteration 4Q: 3 clusters Score -686612.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -686731.187500 Penalty: 2810.728760
	Iteration 5Q: 3 clusters Score -686731.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -686849.812500 Penalty: 2810.728760
	Iteration 6Q: 3 clusters Score -686849.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -686978.375000 Penalty: 2810.728760
	Iteration 7Q: 3 clusters Score -686978.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -687105.187500 Penalty: 2810.728760
	Iteration 8Q: 3 clusters Score -687105.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -687240.000000 Penalty: 2810.728760
	Iteration 9Q: 3 clusters Score -687240 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -687395.062500 Penalty: 2810.728760
	Iteration 10Q: 3 clusters Score -687395.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -687545.812500 Penalty: 2810.728760
	Iteration 11Q: 3 clusters Score -687545.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -687684.500000 Penalty: 2810.728760
	Iteration 12Q: 3 clusters Score -687684.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -687813.375000 Penalty: 2810.728760
	Iteration 13Q: 3 clusters Score -687813.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -687902.375000 Penalty: 2810.728760
	Iteration 14Q: 3 clusters Score -687902.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -687969.437500 Penalty: 2810.728760
	Iteration 15Q: 3 clusters Score -687969.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -688012.375000 Penalty: 2810.728760
	Iteration 16Q: 3 clusters Score -688012.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -688041.125000 Penalty: 2810.728760
	Iteration 17Q: 3 clusters Score -688041.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -688061.500000 Penalty: 2810.728760
	Iteration 18Q: 3 clusters Score -688061.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -688079.812500 Penalty: 2810.728760
	Iteration 19Q: 3 clusters Score -688079.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -688101.937500 Penalty: 2810.728760
	Iteration 20F: 3 clusters Score -688101.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -688132.187500 Penalty: 2810.728760
	Iteration 21Q: 3 clusters Score -688132.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -688156.437500 Penalty: 2810.728760
	Iteration 22Q: 3 clusters Score -688156.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -688179.687500 Penalty: 2810.728760
	Iteration 23Q: 3 clusters Score -688179.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -688198.062500 Penalty: 2810.728760
	Iteration 24Q: 3 clusters Score -688198.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -688203.125000 Penalty: 2810.728760
	Iteration 25Q: 3 clusters Score -688203.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -688208.375000 Penalty: 2810.728760
	Iteration 26Q: 3 clusters Score -688208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -688211.750000 Penalty: 2810.728760
	Iteration 27Q: 3 clusters Score -688211.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -688214.625000 Penalty: 2810.728760
	Iteration 28Q: 3 clusters Score -688214.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -688217.562500 Penalty: 2810.728760
	Iteration 29Q: 3 clusters Score -688217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -688217.812500 Penalty: 2810.728760
	Iteration 30Q: 3 clusters Score -688217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -688218.750000 Penalty: 2810.728760
	Iteration 31Q: 3 clusters Score -688218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -688221.187500 Penalty: 2810.728760
	Iteration 32Q: 3 clusters Score -688221.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -688222.937500 Penalty: 2810.728760
	Iteration 33Q: 3 clusters Score -688222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -688224.125000 Penalty: 2810.728760
	Iteration 34Q: 3 clusters Score -688224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -688224.125000 Penalty: 2810.728760
	Iteration 35F: 3 clusters Score -688224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Entering Unmasked Estep 
Score: -1358559.500000 Penalty: 1514.514771
	Iteration 0F: 2 clusters Score -1358560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1350654.500000 Penalty: 3029.029541
	Iteration 0F: 3 clusters Score -1350654 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1353252.750000 Penalty: 3029.029541
	Iteration 1F: 3 clusters Score -1353253 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1353471.875000 Penalty: 3029.029541
	Iteration 2F: 3 clusters Score -1353472 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1353636.875000 Penalty: 3029.029541
	Iteration 3Q: 3 clusters Score -1353637 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1353793.000000 Penalty: 3029.029541
	Iteration 4Q: 3 clusters Score -1353793 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1353935.875000 Penalty: 3029.029541
	Iteration 5Q: 3 clusters Score -1353936 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1354083.000000 Penalty: 3029.029541
	Iteration 6Q: 3 clusters Score -1354083 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1354237.375000 Penalty: 3029.029541
	Iteration 7Q: 3 clusters Score -1354237 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1354413.875000 Penalty: 3029.029541
	Iteration 8Q: 3 clusters Score -1354414 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1354602.875000 Penalty: 3029.029541
	Iteration 9Q: 3 clusters Score -1354603 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1354816.250000 Penalty: 3029.029541
	Iteration 10Q: 3 clusters Score -1354816 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1355129.875000 Penalty: 3029.029541
	Iteration 11Q: 3 clusters Score -1355130 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1355551.500000 Penalty: 3029.029541
	Iteration 12Q: 3 clusters Score -1355552 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1355950.375000 Penalty: 3029.029541
	Iteration 13Q: 3 clusters Score -1355950 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1356337.750000 Penalty: 3029.029541
	Iteration 14Q: 3 clusters Score -1356338 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1356664.375000 Penalty: 3029.029541
	Iteration 15Q: 3 clusters Score -1356664 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1356947.625000 Penalty: 3029.029541
	Iteration 16Q: 3 clusters Score -1356948 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1357165.125000 Penalty: 3029.029541
	Iteration 17Q: 3 clusters Score -1357165 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1357317.000000 Penalty: 3029.029541
	Iteration 18Q: 3 clusters Score -1357317 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1357455 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1357590.750000 Penalty: 3029.029541
	Iteration 20F: 3 clusters Score -1357591 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1357699.750000 Penalty: 3029.029541
	Iteration 21Q: 3 clusters Score -1357700 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1357783.500000 Penalty: 3029.029541
	Iteration 22Q: 3 clusters Score -1357784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1357839.625000 Penalty: 3029.029541
	Iteration 23Q: 3 clusters Score -1357840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1357877.500000 Penalty: 3029.029541
	Iteration 24Q: 3 clusters Score -1357878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1357899.375000 Penalty: 3029.029541
	Iteration 25Q: 3 clusters Score -1357899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1357922.500000 Penalty: 3029.029541
	Iteration 26Q: 3 clusters Score -1357922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1357941.625000 Penalty: 3029.029541
	Iteration 27Q: 3 clusters Score -1357942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1357958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1357970.000000 Penalty: 3029.029541
	Iteration 29Q: 3 clusters Score -1357970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1357978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1357984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1357987.000000 Penalty: 3029.029541
	Iteration 32Q: 3 clusters Score -1357987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1357989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1357989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1357992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1357994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1357995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1357996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1357999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1357997.375000 Penalty: 3029.029541
	Iteration 40F: 3 clusters Score -1357997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1357996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1357998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1357997.625000 Penalty: 3029.029541
	Iteration 43F: 3 clusters Score -1357998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 94655 members 
Mstep: Class 4 contains 76311 members 
Mstep: Class 5 contains 85555 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 30415 members 
Mstep: Class 11 contains 100729 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 90766 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 83756 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 86848 members 
Mstep: Class 24 contains 23972 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 3272 members 
Mstep: Class 27 contains 5701 members 
Mstep: Class 28 contains 11160 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 32 clusters Score -1.022371e+08 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 6063 members 
Mstep: Class 3 contains 94718 members 
Mstep: Class 4 contains 76691 members 
Mstep: Class 5 contains 85309 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 30415 members 
Mstep: Class 11 contains 100697 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 11956 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 90745 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 83508 members 
Mstep: Class 19 contains 4493 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 87057 members 
Mstep: Class 24 contains 24033 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 3261 members 
Mstep: Class 27 contains 5727 members 
Mstep: Class 28 contains 10932 members 
Mstep: Class 29 contains 309 members 
Mstep: Class 30 contains 185 members 
Mstep: Class 31 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238264.000000 Penalty: 68724.578125
Iteration 80F: 32 clusters Score -1.022383e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 95971 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 94767 members 
Mstep: Class 4 contains 77032 members 
Mstep: Class 5 contains 85068 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 30429 members 
Mstep: Class 11 contains 100670 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 11934 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 90758 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 83261 members 
Mstep: Class 19 contains 4475 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 290 members 
Mstep: Class 22 contains 489 members 
Mstep: Class 23 contains 87245 members 
Mstep: Class 24 contains 24062 members 
Mstep: Class 25 contains 4979 members 
Mstep: Class 26 contains 3244 members 
Mstep: Class 27 contains 5754 members 
Mstep: Class 28 contains 10722 members 
Mstep: Class 29 contains 326 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238928.000000 Penalty: 68724.578125
Iteration 81Q: 32 clusters Score -1.022389e+08 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 94814 members 
Mstep: Class 4 contains 77367 members 
Mstep: Class 5 contains 84834 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 254 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 30427 members 
Mstep: Class 11 contains 100610 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 11911 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 90749 members 
Mstep: Class 17 contains 3673 members 
Mstep: Class 18 contains 83063 members 
Mstep: Class 19 contains 4470 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 289 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 87416 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 4967 members 
Mstep: Class 26 contains 3225 members 
Mstep: Class 27 contains 5785 members 
Mstep: Class 28 contains 10510 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239264.000000 Penalty: 68724.578125
Iteration 82Q: 32 clusters Score -1.022393e+08 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 94855 members 
Mstep: Class 4 contains 77678 members 
Mstep: Class 5 contains 84589 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 254 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 30431 members 
Mstep: Class 11 contains 100531 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 6978 members 
Mstep: Class 14 contains 11880 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 90774 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 82869 members 
Mstep: Class 19 contains 4450 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 290 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 87517 members 
Mstep: Class 24 contains 24168 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 3215 members 
Mstep: Class 27 contains 5815 members 
Mstep: Class 28 contains 10361 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 32 clusters Score -1.022399e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 94890 members 
Mstep: Class 4 contains 77955 members 
Mstep: Class 5 contains 84324 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 30437 members 
Mstep: Class 11 contains 100402 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 7063 members 
Mstep: Class 14 contains 11831 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 90829 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 82644 members 
Mstep: Class 19 contains 4440 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 87646 members 
Mstep: Class 24 contains 24226 members 
Mstep: Class 25 contains 4975 members 
Mstep: Class 26 contains 3210 members 
Mstep: Class 27 contains 5840 members 
Mstep: Class 28 contains 10266 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 32 clusters Score -1.022403e+08 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 94923 members 
Mstep: Class 4 contains 78246 members 
Mstep: Class 5 contains 84095 members 
Mstep: Class 6 contains 1960 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 30452 members 
Mstep: Class 11 contains 100258 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 11762 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 90882 members 
Mstep: Class 17 contains 3736 members 
Mstep: Class 18 contains 82427 members 
Mstep: Class 19 contains 4428 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 87742 members 
Mstep: Class 24 contains 24275 members 
Mstep: Class 25 contains 5004 members 
Mstep: Class 26 contains 3201 members 
Mstep: Class 27 contains 5863 members 
Mstep: Class 28 contains 10175 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240744.000000 Penalty: 68724.578125
Iteration 85Q: 32 clusters Score -1.022407e+08 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 6155 members 
Mstep: Class 3 contains 94960 members 
Mstep: Class 4 contains 78526 members 
Mstep: Class 5 contains 83920 members 
Mstep: Class 6 contains 1957 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 30465 members 
Mstep: Class 11 contains 100058 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 7228 members 
Mstep: Class 14 contains 11696 members 
Mstep: Class 15 contains 2539 members 
Mstep: Class 16 contains 90914 members 
Mstep: Class 17 contains 3745 members 
Mstep: Class 18 contains 82236 members 
Mstep: Class 19 contains 4440 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 87811 members 
Mstep: Class 24 contains 24340 members 
Mstep: Class 25 contains 5021 members 
Mstep: Class 26 contains 3188 members 
Mstep: Class 27 contains 5875 members 
Mstep: Class 28 contains 10092 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240728.000000 Penalty: 68724.578125
Iteration 86Q: 32 clusters Score -1.022407e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96275 members 
Mstep: Class 2 contains 6172 members 
Mstep: Class 3 contains 94981 members 
Mstep: Class 4 contains 78801 members 
Mstep: Class 5 contains 83794 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 30438 members 
Mstep: Class 11 contains 99825 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 7313 members 
Mstep: Class 14 contains 11620 members 
Mstep: Class 15 contains 2541 members 
Mstep: Class 16 contains 90956 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 82019 members 
Mstep: Class 19 contains 4459 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 87910 members 
Mstep: Class 24 contains 24410 members 
Mstep: Class 25 contains 5027 members 
Mstep: Class 26 contains 3184 members 
Mstep: Class 27 contains 5893 members 
Mstep: Class 28 contains 10019 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241024.000000 Penalty: 68724.578125
Iteration 87Q: 32 clusters Score -1.02241e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 6195 members 
Mstep: Class 3 contains 94982 members 
Mstep: Class 4 contains 79083 members 
Mstep: Class 5 contains 83693 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 30411 members 
Mstep: Class 11 contains 99648 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2550 members 
Mstep: Class 16 contains 91007 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 81817 members 
Mstep: Class 19 contains 4491 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 87949 members 
Mstep: Class 24 contains 24475 members 
Mstep: Class 25 contains 5045 members 
Mstep: Class 26 contains 3167 members 
Mstep: Class 27 contains 5898 members 
Mstep: Class 28 contains 9923 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241656.000000 Penalty: 68724.578125
Iteration 88Q: 32 clusters Score -1.022417e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 94999 members 
Mstep: Class 4 contains 79384 members 
Mstep: Class 5 contains 83621 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 30364 members 
Mstep: Class 11 contains 99439 members 
Mstep: Class 12 contains 1827 members 
Mstep: Class 13 contains 7499 members 
Mstep: Class 14 contains 11468 members 
Mstep: Class 15 contains 2559 members 
Mstep: Class 16 contains 91058 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 81629 members 
Mstep: Class 19 contains 4530 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 497 members 
Mstep: Class 23 contains 87979 members 
Mstep: Class 24 contains 24547 members 
Mstep: Class 25 contains 5050 members 
Mstep: Class 26 contains 3152 members 
Mstep: Class 27 contains 5910 members 
Mstep: Class 28 contains 9833 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 32 clusters Score -1.022419e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 6233 members 
Mstep: Class 3 contains 95025 members 
Mstep: Class 4 contains 79666 members 
Mstep: Class 5 contains 83498 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 30338 members 
Mstep: Class 11 contains 99267 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 7607 members 
Mstep: Class 14 contains 11372 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 91087 members 
Mstep: Class 17 contains 3833 members 
Mstep: Class 18 contains 81516 members 
Mstep: Class 19 contains 4577 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 87960 members 
Mstep: Class 24 contains 24612 members 
Mstep: Class 25 contains 5055 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 9760 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 32 clusters Score -1.022422e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 6241 members 
Mstep: Class 3 contains 95048 members 
Mstep: Class 4 contains 79891 members 
Mstep: Class 5 contains 83395 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 30296 members 
Mstep: Class 11 contains 99120 members 
Mstep: Class 12 contains 1829 members 
Mstep: Class 13 contains 7727 members 
Mstep: Class 14 contains 11261 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 91097 members 
Mstep: Class 17 contains 3851 members 
Mstep: Class 18 contains 81420 members 
Mstep: Class 19 contains 4606 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 495 members 
Mstep: Class 23 contains 87947 members 
Mstep: Class 24 contains 24679 members 
Mstep: Class 25 contains 5062 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 9690 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 32 clusters Score -1.022427e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 95062 members 
Mstep: Class 4 contains 80123 members 
Mstep: Class 5 contains 83312 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 30258 members 
Mstep: Class 11 contains 98948 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 7833 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 91125 members 
Mstep: Class 17 contains 3856 members 
Mstep: Class 18 contains 81310 members 
Mstep: Class 19 contains 4653 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 87934 members 
Mstep: Class 24 contains 24742 members 
Mstep: Class 25 contains 5057 members 
Mstep: Class 26 contains 3135 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 9627 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242752.000000 Penalty: 68724.578125
Iteration 92Q: 32 clusters Score -1.022428e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 95075 members 
Mstep: Class 4 contains 80379 members 
Mstep: Class 5 contains 83248 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 30232 members 
Mstep: Class 11 contains 98833 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 7942 members 
Mstep: Class 14 contains 11087 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 91123 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 81175 members 
Mstep: Class 19 contains 4672 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 87864 members 
Mstep: Class 24 contains 24813 members 
Mstep: Class 25 contains 5056 members 
Mstep: Class 26 contains 3130 members 
Mstep: Class 27 contains 5949 members 
Mstep: Class 28 contains 9584 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243200.000000 Penalty: 68724.578125
Iteration 93Q: 32 clusters Score -1.022432e+08 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 6266 members 
Mstep: Class 3 contains 95088 members 
Mstep: Class 4 contains 80633 members 
Mstep: Class 5 contains 83249 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 30211 members 
Mstep: Class 11 contains 98709 members 
Mstep: Class 12 contains 1836 members 
Mstep: Class 13 contains 8039 members 
Mstep: Class 14 contains 10984 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 16 contains 91098 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 81029 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 87798 members 
Mstep: Class 24 contains 24892 members 
Mstep: Class 25 contains 5049 members 
Mstep: Class 26 contains 3125 members 
Mstep: Class 27 contains 5964 members 
Mstep: Class 28 contains 9533 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 32 clusters Score -1.022436e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96616 members 
Mstep: Class 2 contains 6270 members 
Mstep: Class 3 contains 95115 members 
Mstep: Class 4 contains 80837 members 
Mstep: Class 5 contains 83255 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 30193 members 
Mstep: Class 11 contains 98621 members 
Mstep: Class 12 contains 1836 members 
Mstep: Class 13 contains 8166 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 16 contains 91088 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 80896 members 
Mstep: Class 19 contains 4738 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 509 members 
Mstep: Class 23 contains 87709 members 
Mstep: Class 24 contains 24957 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 3122 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 9501 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 32 clusters Score -1.02244e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 6276 members 
Mstep: Class 3 contains 95150 members 
Mstep: Class 4 contains 81033 members 
Mstep: Class 5 contains 83250 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 30151 members 
Mstep: Class 11 contains 98580 members 
Mstep: Class 12 contains 1837 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 10689 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 91095 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 80766 members 
Mstep: Class 19 contains 4768 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 87602 members 
Mstep: Class 24 contains 25018 members 
Mstep: Class 25 contains 5029 members 
Mstep: Class 26 contains 3115 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 32 clusters Score -1.022445e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 95174 members 
Mstep: Class 4 contains 81211 members 
Mstep: Class 5 contains 83265 members 
Mstep: Class 6 contains 1929 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 30098 members 
Mstep: Class 11 contains 98567 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 8445 members 
Mstep: Class 14 contains 10565 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 91103 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 80639 members 
Mstep: Class 19 contains 4791 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 516 members 
Mstep: Class 23 contains 87471 members 
Mstep: Class 24 contains 25067 members 
Mstep: Class 25 contains 5022 members 
Mstep: Class 26 contains 3104 members 
Mstep: Class 27 contains 6011 members 
Mstep: Class 28 contains 9444 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 32 clusters Score -1.022445e+08 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96657 members 
Mstep: Class 2 contains 6291 members 
Mstep: Class 3 contains 95212 members 
Mstep: Class 4 contains 81388 members 
Mstep: Class 5 contains 83314 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 30036 members 
Mstep: Class 11 contains 98558 members 
Mstep: Class 12 contains 1841 members 
Mstep: Class 13 contains 8584 members 
Mstep: Class 14 contains 10457 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 91094 members 
Mstep: Class 17 contains 3933 members 
Mstep: Class 18 contains 80512 members 
Mstep: Class 19 contains 4814 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 87317 members 
Mstep: Class 24 contains 25125 members 
Mstep: Class 25 contains 5014 members 
Mstep: Class 26 contains 3097 members 
Mstep: Class 27 contains 6019 members 
Mstep: Class 28 contains 9420 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 236 members 
Entering Unmasked Estep 
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Iteration 98Q: 32 clusters Score -1.022445e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 6294 members 
Mstep: Class 3 contains 95242 members 
Mstep: Class 4 contains 81565 members 
Mstep: Class 5 contains 83364 members 
Mstep: Class 6 contains 1924 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 29969 members 
Mstep: Class 11 contains 98468 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 8707 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 91115 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 80398 members 
Mstep: Class 19 contains 4827 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 87198 members 
Mstep: Class 24 contains 25199 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 3089 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 9414 members 
Mstep: Class 29 contains 330 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 243 members 
Entering Unmasked Estep 
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Iteration 99Q: 32 clusters Score -1.022448e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 95285 members 
Mstep: Class 4 contains 81661 members 
Mstep: Class 5 contains 83435 members 
Mstep: Class 6 contains 1925 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 29911 members 
Mstep: Class 11 contains 98429 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 8812 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 91101 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 80301 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 87088 members 
Mstep: Class 24 contains 25283 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 3093 members 
Mstep: Class 27 contains 6032 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 331 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 32 clusters Score -1.022449e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 95308 members 
Mstep: Class 4 contains 81690 members 
Mstep: Class 5 contains 83520 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 29842 members 
Mstep: Class 11 contains 98384 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 8907 members 
Mstep: Class 14 contains 10184 members 
Mstep: Class 15 contains 2548 members 
Mstep: Class 16 contains 91118 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 18 contains 80225 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 521 members 
Mstep: Class 23 contains 86971 members 
Mstep: Class 24 contains 25383 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 3101 members 
Mstep: Class 27 contains 6046 members 
Mstep: Class 28 contains 9386 members 
Mstep: Class 29 contains 332 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 257 members 
Entering Unmasked Estep 
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Iteration 101Q: 32 clusters Score -1.02245e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 6293 members 
Mstep: Class 3 contains 95313 members 
Mstep: Class 4 contains 81685 members 
Mstep: Class 5 contains 83635 members 
Mstep: Class 6 contains 1920 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 29799 members 
Mstep: Class 11 contains 98310 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 8996 members 
Mstep: Class 14 contains 10106 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 91160 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 80145 members 
Mstep: Class 19 contains 4845 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 526 members 
Mstep: Class 23 contains 86884 members 
Mstep: Class 24 contains 25468 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 3106 members 
Mstep: Class 27 contains 6053 members 
Mstep: Class 28 contains 9377 members 
Mstep: Class 29 contains 333 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 262 members 
Entering Unmasked Estep 
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Iteration 102Q: 32 clusters Score -1.022448e+08 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 95321 members 
Mstep: Class 4 contains 81646 members 
Mstep: Class 5 contains 83787 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 29728 members 
Mstep: Class 11 contains 98234 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 91182 members 
Mstep: Class 17 contains 3956 members 
Mstep: Class 18 contains 80072 members 
Mstep: Class 19 contains 4854 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 86820 members 
Mstep: Class 24 contains 25564 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 3107 members 
Mstep: Class 27 contains 6062 members 
Mstep: Class 28 contains 9361 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 269 members 
Entering Unmasked Estep 
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Iteration 103Q: 32 clusters Score -1.022449e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 95320 members 
Mstep: Class 4 contains 81632 members 
Mstep: Class 5 contains 83978 members 
Mstep: Class 6 contains 1917 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 29671 members 
Mstep: Class 11 contains 98175 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 9215 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 91154 members 
Mstep: Class 17 contains 3966 members 
Mstep: Class 18 contains 79981 members 
Mstep: Class 19 contains 4868 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 541 members 
Mstep: Class 23 contains 86725 members 
Mstep: Class 24 contains 25654 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 3104 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 9355 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 276 members 
Entering Unmasked Estep 
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Iteration 104Q: 32 clusters Score -1.022449e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 6283 members 
Mstep: Class 3 contains 95326 members 
Mstep: Class 4 contains 81631 members 
Mstep: Class 5 contains 84170 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 3593 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 29632 members 
Mstep: Class 11 contains 98128 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 9303 members 
Mstep: Class 14 contains 9873 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 16 contains 91070 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 79890 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 86635 members 
Mstep: Class 24 contains 25752 members 
Mstep: Class 25 contains 4996 members 
Mstep: Class 26 contains 3099 members 
Mstep: Class 27 contains 6084 members 
Mstep: Class 28 contains 9343 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 282 members 
Entering Unmasked Estep 
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Iteration 105Q: 32 clusters Score -1.022449e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96722 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 95355 members 
Mstep: Class 4 contains 81617 members 
Mstep: Class 5 contains 84376 members 
Mstep: Class 6 contains 1922 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 29611 members 
Mstep: Class 11 contains 98085 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 9391 members 
Mstep: Class 14 contains 9813 members 
Mstep: Class 15 contains 2543 members 
Mstep: Class 16 contains 90924 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 79815 members 
Mstep: Class 19 contains 4902 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 568 members 
Mstep: Class 23 contains 86561 members 
Mstep: Class 24 contains 25836 members 
Mstep: Class 25 contains 4991 members 
Mstep: Class 26 contains 3101 members 
Mstep: Class 27 contains 6089 members 
Mstep: Class 28 contains 9337 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 182 members 
Mstep: Class 31 contains 288 members 
Entering Unmasked Estep 
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Iteration 106Q: 32 clusters Score -1.022452e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 6304 members 
Mstep: Class 3 contains 95356 members 
Mstep: Class 4 contains 81614 members 
Mstep: Class 5 contains 84557 members 
Mstep: Class 6 contains 1920 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 29586 members 
Mstep: Class 11 contains 98052 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 9487 members 
Mstep: Class 14 contains 9757 members 
Mstep: Class 15 contains 2527 members 
Mstep: Class 16 contains 90785 members 
Mstep: Class 17 contains 3963 members 
Mstep: Class 18 contains 79753 members 
Mstep: Class 19 contains 4914 members 
Mstep: Class 20 contains 2051 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 582 members 
Mstep: Class 23 contains 86498 members 
Mstep: Class 24 contains 25904 members 
Mstep: Class 25 contains 4996 members 
Mstep: Class 26 contains 3103 members 
Mstep: Class 27 contains 6099 members 
Mstep: Class 28 contains 9324 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 296 members 
Entering Unmasked Estep 
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Iteration 107Q: 32 clusters Score -1.022453e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 6306 members 
Mstep: Class 3 contains 95350 members 
Mstep: Class 4 contains 81576 members 
Mstep: Class 5 contains 84711 members 
Mstep: Class 6 contains 1915 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 29556 members 
Mstep: Class 11 contains 98091 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 9573 members 
Mstep: Class 14 contains 9723 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 90682 members 
Mstep: Class 17 contains 3958 members 
Mstep: Class 18 contains 79662 members 
Mstep: Class 19 contains 4932 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 596 members 
Mstep: Class 23 contains 86428 members 
Mstep: Class 24 contains 25943 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 3098 members 
Mstep: Class 27 contains 6105 members 
Mstep: Class 28 contains 9325 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 303 members 
Entering Unmasked Estep 
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Iteration 108Q: 32 clusters Score -1.022455e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 6309 members 
Mstep: Class 3 contains 95342 members 
Mstep: Class 4 contains 81568 members 
Mstep: Class 5 contains 84856 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 29552 members 
Mstep: Class 11 contains 98098 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 9642 members 
Mstep: Class 14 contains 9680 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 90570 members 
Mstep: Class 17 contains 3958 members 
Mstep: Class 18 contains 79600 members 
Mstep: Class 19 contains 4947 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 615 members 
Mstep: Class 23 contains 86359 members 
Mstep: Class 24 contains 25977 members 
Mstep: Class 25 contains 4987 members 
Mstep: Class 26 contains 3099 members 
Mstep: Class 27 contains 6107 members 
Mstep: Class 28 contains 9327 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 308 members 
Entering Unmasked Estep 
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Iteration 109Q: 32 clusters Score -1.022457e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 95343 members 
Mstep: Class 4 contains 81529 members 
Mstep: Class 5 contains 84996 members 
Mstep: Class 6 contains 1917 members 
Mstep: Class 7 contains 3607 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 504 members 
Mstep: Class 10 contains 29520 members 
Mstep: Class 11 contains 98068 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 9709 members 
Mstep: Class 14 contains 9642 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 90502 members 
Mstep: Class 17 contains 3960 members 
Mstep: Class 18 contains 79550 members 
Mstep: Class 19 contains 4961 members 
Mstep: Class 20 contains 2077 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 86296 members 
Mstep: Class 24 contains 26023 members 
Mstep: Class 25 contains 4980 members 
Mstep: Class 26 contains 3099 members 
Mstep: Class 27 contains 6113 members 
Mstep: Class 28 contains 9329 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 314 members 
Entering Unmasked Estep 
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Iteration 110Q: 32 clusters Score -1.022454e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 6350 members 
Mstep: Class 3 contains 95329 members 
Mstep: Class 4 contains 81468 members 
Mstep: Class 5 contains 85166 members 
Mstep: Class 6 contains 1920 members 
Mstep: Class 7 contains 3608 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 29482 members 
Mstep: Class 11 contains 98059 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 9778 members 
Mstep: Class 14 contains 9606 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 90469 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 79485 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 86258 members 
Mstep: Class 24 contains 26045 members 
Mstep: Class 25 contains 4973 members 
Mstep: Class 26 contains 3092 members 
Mstep: Class 27 contains 6115 members 
Mstep: Class 28 contains 9316 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 316 members 
Entering Unmasked Estep 
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Iteration 111Q: 32 clusters Score -1.022456e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 6363 members 
Mstep: Class 3 contains 95327 members 
Mstep: Class 4 contains 81362 members 
Mstep: Class 5 contains 85348 members 
Mstep: Class 6 contains 1923 members 
Mstep: Class 7 contains 3607 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 29449 members 
Mstep: Class 11 contains 98051 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 9854 members 
Mstep: Class 14 contains 9578 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 90453 members 
Mstep: Class 17 contains 3942 members 
Mstep: Class 18 contains 79428 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 86208 members 
Mstep: Class 24 contains 26081 members 
Mstep: Class 25 contains 4973 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 6111 members 
Mstep: Class 28 contains 9316 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245768.000000 Penalty: 68724.578125
Iteration 112Q: 32 clusters Score -1.022458e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 95336 members 
Mstep: Class 4 contains 81232 members 
Mstep: Class 5 contains 85551 members 
Mstep: Class 6 contains 1924 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 29419 members 
Mstep: Class 11 contains 98076 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 9927 members 
Mstep: Class 14 contains 9547 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 90419 members 
Mstep: Class 17 contains 3934 members 
Mstep: Class 18 contains 79357 members 
Mstep: Class 19 contains 4993 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 86147 members 
Mstep: Class 24 contains 26131 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 3077 members 
Mstep: Class 27 contains 6108 members 
Mstep: Class 28 contains 9311 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245824.000000 Penalty: 68724.578125
Iteration 113Q: 32 clusters Score -1.022458e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96751 members 
Mstep: Class 2 contains 6378 members 
Mstep: Class 3 contains 95349 members 
Mstep: Class 4 contains 81092 members 
Mstep: Class 5 contains 85754 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 29403 members 
Mstep: Class 11 contains 98068 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 9986 members 
Mstep: Class 14 contains 9513 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 90380 members 
Mstep: Class 17 contains 3931 members 
Mstep: Class 18 contains 79310 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 86097 members 
Mstep: Class 24 contains 26172 members 
Mstep: Class 25 contains 4966 members 
Mstep: Class 26 contains 3068 members 
Mstep: Class 27 contains 6110 members 
Mstep: Class 28 contains 9317 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246000.000000 Penalty: 68724.578125
Iteration 114Q: 32 clusters Score -1.02246e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96755 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 95346 members 
Mstep: Class 4 contains 80922 members 
Mstep: Class 5 contains 85967 members 
Mstep: Class 6 contains 1920 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 29390 members 
Mstep: Class 11 contains 98045 members 
Mstep: Class 12 contains 1836 members 
Mstep: Class 13 contains 10036 members 
Mstep: Class 14 contains 9485 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 90361 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 79261 members 
Mstep: Class 19 contains 5017 members 
Mstep: Class 20 contains 2098 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 86085 members 
Mstep: Class 24 contains 26198 members 
Mstep: Class 25 contains 4963 members 
Mstep: Class 26 contains 3057 members 
Mstep: Class 27 contains 6110 members 
Mstep: Class 28 contains 9313 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246152.000000 Penalty: 68724.578125
Iteration 115Q: 32 clusters Score -1.022462e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 6390 members 
Mstep: Class 3 contains 95347 members 
Mstep: Class 4 contains 80744 members 
Mstep: Class 5 contains 86203 members 
Mstep: Class 6 contains 1923 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 98030 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 10084 members 
Mstep: Class 14 contains 9455 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 90328 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 79208 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 86060 members 
Mstep: Class 24 contains 26237 members 
Mstep: Class 25 contains 4956 members 
Mstep: Class 26 contains 3051 members 
Mstep: Class 27 contains 6111 members 
Mstep: Class 28 contains 9314 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246504.000000 Penalty: 68724.578125
Iteration 116Q: 32 clusters Score -1.022465e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 6391 members 
Mstep: Class 3 contains 95353 members 
Mstep: Class 4 contains 80556 members 
Mstep: Class 5 contains 86407 members 
Mstep: Class 6 contains 1923 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 97988 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 10123 members 
Mstep: Class 14 contains 9433 members 
Mstep: Class 15 contains 2439 members 
Mstep: Class 16 contains 90301 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 79182 members 
Mstep: Class 19 contains 5036 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 86049 members 
Mstep: Class 24 contains 26296 members 
Mstep: Class 25 contains 4955 members 
Mstep: Class 26 contains 3049 members 
Mstep: Class 27 contains 6112 members 
Mstep: Class 28 contains 9316 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246720.000000 Penalty: 68724.578125
Iteration 117Q: 32 clusters Score -1.022467e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 6388 members 
Mstep: Class 3 contains 95351 members 
Mstep: Class 4 contains 80383 members 
Mstep: Class 5 contains 86654 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 29366 members 
Mstep: Class 11 contains 97932 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 10158 members 
Mstep: Class 14 contains 9410 members 
Mstep: Class 15 contains 2426 members 
Mstep: Class 16 contains 90259 members 
Mstep: Class 17 contains 3924 members 
Mstep: Class 18 contains 79122 members 
Mstep: Class 19 contains 5038 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 770 members 
Mstep: Class 23 contains 86043 members 
Mstep: Class 24 contains 26351 members 
Mstep: Class 25 contains 4957 members 
Mstep: Class 26 contains 3045 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 9321 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246584.000000 Penalty: 68724.578125
Iteration 118Q: 32 clusters Score -1.022466e+08 nChanged 1632
Entering ConstructFrom: 
Score: -102246584.000000 Penalty: 68724.578125
Entering ConstructFrom: 
Trying to split cluster 1 (96745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96745 members 
Entering Unmasked Estep 
Score: -12126159.000000 Penalty: 1865.472900
	Iteration 0F: 2 clusters Score -1.212616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -12064799.000000 Penalty: 3730.945801
	Iteration 0F: 3 clusters Score -1.20648e+07 nChanged 45957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -12091511.000000 Penalty: 3730.945801
	Iteration 1F: 3 clusters Score -1.209151e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -12092179.000000 Penalty: 3730.945801
	Iteration 2Q: 3 clusters Score -1.209218e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -12093352.000000 Penalty: 3730.945801
	Iteration 3Q: 3 clusters Score -1.209335e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -12095064.000000 Penalty: 3730.945801
	Iteration 4Q: 3 clusters Score -1.209506e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -12097910.000000 Penalty: 3730.945801
	Iteration 5F: 3 clusters Score -1.209791e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -12102555.000000 Penalty: 3730.945801
	Iteration 6F: 3 clusters Score -1.210256e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -12108361.000000 Penalty: 3730.945801
	Iteration 7F: 3 clusters Score -1.210836e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -12113547.000000 Penalty: 3730.945801
	Iteration 8F: 3 clusters Score -1.211355e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -12116271.000000 Penalty: 3730.945801
	Iteration 9F: 3 clusters Score -1.211627e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -12117305.000000 Penalty: 3730.945801
	Iteration 10Q: 3 clusters Score -1.21173e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -12117817.000000 Penalty: 3730.945801
	Iteration 11Q: 3 clusters Score -1.211782e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -12118290.000000 Penalty: 3730.945801
	Iteration 12Q: 3 clusters Score -1.211829e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -12118770.000000 Penalty: 3730.945801
	Iteration 13Q: 3 clusters Score -1.211877e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -12119158.000000 Penalty: 3730.945801
	Iteration 14Q: 3 clusters Score -1.211916e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -12119574.000000 Penalty: 3730.945801
	Iteration 15Q: 3 clusters Score -1.211957e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -12120022.000000 Penalty: 3730.945801
	Iteration 16Q: 3 clusters Score -1.212002e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -12120552.000000 Penalty: 3730.945801
	Iteration 17Q: 3 clusters Score -1.212055e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -12121033.000000 Penalty: 3730.945801
	Iteration 18Q: 3 clusters Score -1.212103e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -12121583.000000 Penalty: 3730.945801
	Iteration 19Q: 3 clusters Score -1.212158e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -12122188.000000 Penalty: 3730.945801
	Iteration 20F: 3 clusters Score -1.212219e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -12122516.000000 Penalty: 3730.945801
	Iteration 21Q: 3 clusters Score -1.212252e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -12122831.000000 Penalty: 3730.945801
	Iteration 22Q: 3 clusters Score -1.212283e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -12123033.000000 Penalty: 3730.945801
	Iteration 23Q: 3 clusters Score -1.212303e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -12123229.000000 Penalty: 3730.945801
	Iteration 24Q: 3 clusters Score -1.212323e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -12123354.000000 Penalty: 3730.945801
	Iteration 25Q: 3 clusters Score -1.212335e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -12123528.000000 Penalty: 3730.945801
	Iteration 26Q: 3 clusters Score -1.212353e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -12123611.000000 Penalty: 3730.945801
	Iteration 27Q: 3 clusters Score -1.212361e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -12123708.000000 Penalty: 3730.945801
	Iteration 28Q: 3 clusters Score -1.212371e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -12123753.000000 Penalty: 3730.945801
	Iteration 29Q: 3 clusters Score -1.212375e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -12123824.000000 Penalty: 3730.945801
	Iteration 30Q: 3 clusters Score -1.212382e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -12123897.000000 Penalty: 3730.945801
	Iteration 31Q: 3 clusters Score -1.21239e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -12123903.000000 Penalty: 3730.945801
	Iteration 32Q: 3 clusters Score -1.21239e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -12123922.000000 Penalty: 3730.945801
	Iteration 33Q: 3 clusters Score -1.212392e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -12123917.000000 Penalty: 3730.945801
	Iteration 34Q: 3 clusters Score -1.212392e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -12123948.000000 Penalty: 3730.945801
	Iteration 35Q: 3 clusters Score -1.212395e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -12123979.000000 Penalty: 3730.945801
	Iteration 36Q: 3 clusters Score -1.212398e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -12124015.000000 Penalty: 3730.945801
	Iteration 37Q: 3 clusters Score -1.212402e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -12124073.000000 Penalty: 3730.945801
	Iteration 38Q: 3 clusters Score -1.212407e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -12124089.000000 Penalty: 3730.945801
	Iteration 39Q: 3 clusters Score -1.212409e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -12124115.000000 Penalty: 3730.945801
	Iteration 40F: 3 clusters Score -1.212412e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -12124148.000000 Penalty: 3730.945801
	Iteration 41Q: 3 clusters Score -1.212415e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -12124145.000000 Penalty: 3730.945801
	Iteration 42Q: 3 clusters Score -1.212414e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -12124180.000000 Penalty: 3730.945801
	Iteration 43Q: 3 clusters Score -1.212418e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -12124187.000000 Penalty: 3730.945801
	Iteration 44Q: 3 clusters Score -1.212419e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -12124235.000000 Penalty: 3730.945801
	Iteration 45Q: 3 clusters Score -1.212424e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -12124267.000000 Penalty: 3730.945801
	Iteration 46Q: 3 clusters Score -1.212427e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -12124279.000000 Penalty: 3730.945801
	Iteration 47Q: 3 clusters Score -1.212428e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -12124265.000000 Penalty: 3730.945801
	Iteration 48Q: 3 clusters Score -1.212426e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -12124270.000000 Penalty: 3730.945801
	Iteration 49Q: 3 clusters Score -1.212427e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -12124275.000000 Penalty: 3730.945801
	Iteration 50Q: 3 clusters Score -1.212428e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -12124289.000000 Penalty: 3730.945801
	Iteration 51Q: 3 clusters Score -1.212429e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -12124320.000000 Penalty: 3730.945801
	Iteration 52Q: 3 clusters Score -1.212432e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -12124306.000000 Penalty: 3730.945801
	Iteration 53Q: 3 clusters Score -1.212431e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 69689 members 
Entering Unmasked Estep 
Score: -12124310.000000 Penalty: 3730.945801
	Iteration 54Q: 3 clusters Score -1.212431e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -12124356.000000 Penalty: 3730.945801
	Iteration 55Q: 3 clusters Score -1.212436e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -12124336.000000 Penalty: 3730.945801
	Iteration 56Q: 3 clusters Score -1.212434e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -12124329.000000 Penalty: 3730.945801
	Iteration 57Q: 3 clusters Score -1.212433e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -12124352.000000 Penalty: 3730.945801
	Iteration 58Q: 3 clusters Score -1.212435e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -12124363.000000 Penalty: 3730.945801
	Iteration 59Q: 3 clusters Score -1.212436e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -12124386.000000 Penalty: 3730.945801
	Iteration 60F: 3 clusters Score -1.212439e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -12124380.000000 Penalty: 3730.945801
	Iteration 61Q: 3 clusters Score -1.212438e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -12124360.000000 Penalty: 3730.945801
	Iteration 62Q: 3 clusters Score -1.212436e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -12124380.000000 Penalty: 3730.945801
	Iteration 63Q: 3 clusters Score -1.212438e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -12124398.000000 Penalty: 3730.945801
	Iteration 64Q: 3 clusters Score -1.21244e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -12124408.000000 Penalty: 3730.945801
	Iteration 65Q: 3 clusters Score -1.212441e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 71565 members 
Entering Unmasked Estep 
Score: -12124399.000000 Penalty: 3730.945801
	Iteration 66Q: 3 clusters Score -1.21244e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -12124440.000000 Penalty: 3730.945801
	Iteration 67Q: 3 clusters Score -1.212444e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -12124413.000000 Penalty: 3730.945801
	Iteration 68Q: 3 clusters Score -1.212441e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -12124422.000000 Penalty: 3730.945801
	Iteration 69Q: 3 clusters Score -1.212442e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -12124457.000000 Penalty: 3730.945801
	Iteration 70Q: 3 clusters Score -1.212446e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -12124479.000000 Penalty: 3730.945801
	Iteration 71Q: 3 clusters Score -1.212448e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -12124514.000000 Penalty: 3730.945801
	Iteration 72Q: 3 clusters Score -1.212451e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 72576 members 
Entering Unmasked Estep 
Score: -12124512.000000 Penalty: 3730.945801
	Iteration 73Q: 3 clusters Score -1.212451e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -12124514.000000 Penalty: 3730.945801
	Iteration 74Q: 3 clusters Score -1.212451e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -12124514.000000 Penalty: 3730.945801
	Iteration 75Q: 3 clusters Score -1.212451e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -12124515.000000 Penalty: 3730.945801
	Iteration 76Q: 3 clusters Score -1.212452e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -12124480.000000 Penalty: 3730.945801
	Iteration 77Q: 3 clusters Score -1.212448e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -12124497.000000 Penalty: 3730.945801
	Iteration 78Q: 3 clusters Score -1.21245e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -12124471.000000 Penalty: 3730.945801
	Iteration 79Q: 3 clusters Score -1.212447e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -12124499.000000 Penalty: 3730.945801
	Iteration 80F: 3 clusters Score -1.21245e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -12124489.000000 Penalty: 3730.945801
	Iteration 81Q: 3 clusters Score -1.212449e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -12124506.000000 Penalty: 3730.945801
	Iteration 82Q: 3 clusters Score -1.212451e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -12124548.000000 Penalty: 3730.945801
	Iteration 83Q: 3 clusters Score -1.212455e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
Score: -12124558.000000 Penalty: 3730.945801
	Iteration 84Q: 3 clusters Score -1.212456e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -12124549.000000 Penalty: 3730.945801
	Iteration 85Q: 3 clusters Score -1.212455e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -12124592.000000 Penalty: 3730.945801
	Iteration 86Q: 3 clusters Score -1.212459e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -12124615.000000 Penalty: 3730.945801
	Iteration 87Q: 3 clusters Score -1.212462e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -12124622.000000 Penalty: 3730.945801
	Iteration 88Q: 3 clusters Score -1.212462e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 75143 members 
Entering Unmasked Estep 
Score: -12124640.000000 Penalty: 3730.945801
	Iteration 89Q: 3 clusters Score -1.212464e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -12124608.000000 Penalty: 3730.945801
	Iteration 90Q: 3 clusters Score -1.212461e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -12124578.000000 Penalty: 3730.945801
	Iteration 91Q: 3 clusters Score -1.212458e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -12124590.000000 Penalty: 3730.945801
	Iteration 92Q: 3 clusters Score -1.212459e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -12124592.000000 Penalty: 3730.945801
	Iteration 93Q: 3 clusters Score -1.212459e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -12124646.000000 Penalty: 3730.945801
	Iteration 94Q: 3 clusters Score -1.212465e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -12124637.000000 Penalty: 3730.945801
	Iteration 95Q: 3 clusters Score -1.212464e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -12124669.000000 Penalty: 3730.945801
	Iteration 96Q: 3 clusters Score -1.212467e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -12124731.000000 Penalty: 3730.945801
	Iteration 97Q: 3 clusters Score -1.212473e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -12124756.000000 Penalty: 3730.945801
	Iteration 98Q: 3 clusters Score -1.212476e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 77659 members 
Entering Unmasked Estep 
Score: -12124757.000000 Penalty: 3730.945801
	Iteration 99Q: 3 clusters Score -1.212476e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 77983 members 
Entering Unmasked Estep 
Score: -12124740.000000 Penalty: 3730.945801
	Iteration 100F: 3 clusters Score -1.212474e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -12124692.000000 Penalty: 3730.945801
	Iteration 101Q: 3 clusters Score -1.212469e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -12124693.000000 Penalty: 3730.945801
	Iteration 102Q: 3 clusters Score -1.212469e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -12124730.000000 Penalty: 3730.945801
	Iteration 103Q: 3 clusters Score -1.212473e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 79412 members 
Entering Unmasked Estep 
Score: -12124695.000000 Penalty: 3730.945801
	Iteration 104Q: 3 clusters Score -1.21247e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -12124669.000000 Penalty: 3730.945801
	Iteration 105Q: 3 clusters Score -1.212467e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -12124692.000000 Penalty: 3730.945801
	Iteration 106Q: 3 clusters Score -1.212469e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -12124671.000000 Penalty: 3730.945801
	Iteration 107Q: 3 clusters Score -1.212467e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -12124714.000000 Penalty: 3730.945801
	Iteration 108Q: 3 clusters Score -1.212471e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -12124927.000000 Penalty: 3730.945801
	Iteration 109Q: 3 clusters Score -1.212493e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -12125164.000000 Penalty: 3730.945801
	Iteration 110Q: 3 clusters Score -1.212516e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -12125440.000000 Penalty: 3730.945801
	Iteration 111Q: 3 clusters Score -1.212544e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -12125742.000000 Penalty: 3730.945801
	Iteration 112Q: 3 clusters Score -1.212574e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -12126002.000000 Penalty: 3730.945801
	Iteration 113Q: 3 clusters Score -1.2126e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -12126172.000000 Penalty: 3730.945801
	Iteration 114Q: 3 clusters Score -1.212617e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -12126442.000000 Penalty: 3730.945801
	Iteration 115Q: 3 clusters Score -1.212644e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -12126658.000000 Penalty: 3730.945801
	Iteration 116Q: 3 clusters Score -1.212666e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -12126773.000000 Penalty: 3730.945801
	Iteration 117Q: 3 clusters Score -1.212677e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -12126902.000000 Penalty: 3730.945801
	Iteration 118Q: 3 clusters Score -1.21269e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 86250 members 
Entering Unmasked Estep 
Score: -12127058.000000 Penalty: 3730.945801
	Iteration 119Q: 3 clusters Score -1.212706e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -12127073.000000 Penalty: 3730.945801
	Iteration 120F: 3 clusters Score -1.212707e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -12127107.000000 Penalty: 3730.945801
	Iteration 121Q: 3 clusters Score -1.212711e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -12127135.000000 Penalty: 3730.945801
	Iteration 122Q: 3 clusters Score -1.212714e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -12127223.000000 Penalty: 3730.945801
	Iteration 123Q: 3 clusters Score -1.212722e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 88608 members 
Entering Unmasked Estep 
Score: -12127179.000000 Penalty: 3730.945801
	Iteration 124Q: 3 clusters Score -1.212718e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -12127154.000000 Penalty: 3730.945801
	Iteration 125Q: 3 clusters Score -1.212715e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -12127166.000000 Penalty: 3730.945801
	Iteration 126Q: 3 clusters Score -1.212717e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -12127096.000000 Penalty: 3730.945801
	Iteration 127Q: 3 clusters Score -1.21271e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -12127051.000000 Penalty: 3730.945801
	Iteration 128Q: 3 clusters Score -1.212705e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -12127041.000000 Penalty: 3730.945801
	Iteration 129Q: 3 clusters Score -1.212704e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -12126974.000000 Penalty: 3730.945801
	Iteration 130Q: 3 clusters Score -1.212697e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -12126930.000000 Penalty: 3730.945801
	Iteration 131Q: 3 clusters Score -1.212693e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -12126852.000000 Penalty: 3730.945801
	Iteration 132Q: 3 clusters Score -1.212685e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -12126798.000000 Penalty: 3730.945801
	Iteration 133Q: 3 clusters Score -1.21268e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -12126738.000000 Penalty: 3730.945801
	Iteration 134Q: 3 clusters Score -1.212674e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 91603 members 
Entering Unmasked Estep 
Score: -12126678.000000 Penalty: 3730.945801
	Iteration 135Q: 3 clusters Score -1.212668e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 91749 members 
Entering Unmasked Estep 
Score: -12126679.000000 Penalty: 3730.945801
	Iteration 136Q: 3 clusters Score -1.212668e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 91884 members 
Entering Unmasked Estep 
Score: -12126605.000000 Penalty: 3730.945801
	Iteration 137Q: 3 clusters Score -1.21266e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 92021 members 
Entering Unmasked Estep 
Score: -12126518.000000 Penalty: 3730.945801
	Iteration 138Q: 3 clusters Score -1.212652e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -12126496.000000 Penalty: 3730.945801
	Iteration 139Q: 3 clusters Score -1.21265e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 92277 members 
Entering Unmasked Estep 
Score: -12126462.000000 Penalty: 3730.945801
	Iteration 140F: 3 clusters Score -1.212646e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -12126465.000000 Penalty: 3730.945801
	Iteration 141Q: 3 clusters Score -1.212646e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 92474 members 
Entering Unmasked Estep 
Score: -12126429.000000 Penalty: 3730.945801
	Iteration 142Q: 3 clusters Score -1.212643e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 92559 members 
Entering Unmasked Estep 
Score: -12126394.000000 Penalty: 3730.945801
	Iteration 143Q: 3 clusters Score -1.212639e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 92643 members 
Entering Unmasked Estep 
Score: -12126389.000000 Penalty: 3730.945801
	Iteration 144Q: 3 clusters Score -1.212639e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
Score: -12126351.000000 Penalty: 3730.945801
	Iteration 145Q: 3 clusters Score -1.212635e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -12126323.000000 Penalty: 3730.945801
	Iteration 146Q: 3 clusters Score -1.212632e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
Score: -12126301.000000 Penalty: 3730.945801
	Iteration 147Q: 3 clusters Score -1.21263e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -12126241.000000 Penalty: 3730.945801
	Iteration 148Q: 3 clusters Score -1.212624e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 93014 members 
Entering Unmasked Estep 
Score: -12126226.000000 Penalty: 3730.945801
	Iteration 149Q: 3 clusters Score -1.212623e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -12126214.000000 Penalty: 3730.945801
	Iteration 150Q: 3 clusters Score -1.212621e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 93123 members 
Entering Unmasked Estep 
Score: -12126202.000000 Penalty: 3730.945801
	Iteration 151Q: 3 clusters Score -1.21262e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -12126188.000000 Penalty: 3730.945801
	Iteration 152Q: 3 clusters Score -1.212619e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 93245 members 
Entering Unmasked Estep 
Score: -12126180.000000 Penalty: 3730.945801
	Iteration 153Q: 3 clusters Score -1.212618e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -12126135.000000 Penalty: 3730.945801
	Iteration 154Q: 3 clusters Score -1.212614e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 93360 members 
Entering Unmasked Estep 
Score: -12126108.000000 Penalty: 3730.945801
	Iteration 155Q: 3 clusters Score -1.212611e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -12126121.000000 Penalty: 3730.945801
	Iteration 156Q: 3 clusters Score -1.212612e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -12126095.000000 Penalty: 3730.945801
	Iteration 157Q: 3 clusters Score -1.21261e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -12126104.000000 Penalty: 3730.945801
	Iteration 158Q: 3 clusters Score -1.21261e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -12126089.000000 Penalty: 3730.945801
	Iteration 159Q: 3 clusters Score -1.212609e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 93588 members 
Entering Unmasked Estep 
Score: -12126072.000000 Penalty: 3730.945801
	Iteration 160F: 3 clusters Score -1.212607e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -12126042.000000 Penalty: 3730.945801
	Iteration 161Q: 3 clusters Score -1.212604e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -12126034.000000 Penalty: 3730.945801
	Iteration 162Q: 3 clusters Score -1.212603e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -12126046.000000 Penalty: 3730.945801
	Iteration 163Q: 3 clusters Score -1.212605e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 93751 members 
Entering Unmasked Estep 
Score: -12126066.000000 Penalty: 3730.945801
	Iteration 164Q: 3 clusters Score -1.212607e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -12126044.000000 Penalty: 3730.945801
	Iteration 165Q: 3 clusters Score -1.212604e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 93830 members 
Entering Unmasked Estep 
Score: -12126045.000000 Penalty: 3730.945801
	Iteration 166Q: 3 clusters Score -1.212604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 93871 members 
Entering Unmasked Estep 
Score: -12126028.000000 Penalty: 3730.945801
	Iteration 167Q: 3 clusters Score -1.212603e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -12126017.000000 Penalty: 3730.945801
	Iteration 168Q: 3 clusters Score -1.212602e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 93963 members 
Entering Unmasked Estep 
Score: -12126013.000000 Penalty: 3730.945801
	Iteration 169Q: 3 clusters Score -1.212601e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 94002 members 
Entering Unmasked Estep 
Score: -12126015.000000 Penalty: 3730.945801
	Iteration 170Q: 3 clusters Score -1.212602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 94040 members 
Entering Unmasked Estep 
Score: -12126003.000000 Penalty: 3730.945801
	Iteration 171Q: 3 clusters Score -1.2126e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -12125995.000000 Penalty: 3730.945801
	Iteration 172Q: 3 clusters Score -1.2126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -12126004.000000 Penalty: 3730.945801
	Iteration 173Q: 3 clusters Score -1.2126e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 94132 members 
Entering Unmasked Estep 
Score: -12125990.000000 Penalty: 3730.945801
	Iteration 174Q: 3 clusters Score -1.212599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 94156 members 
Entering Unmasked Estep 
Score: -12125979.000000 Penalty: 3730.945801
	Iteration 175Q: 3 clusters Score -1.212598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -12125981.000000 Penalty: 3730.945801
	Iteration 176Q: 3 clusters Score -1.212598e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 94203 members 
Entering Unmasked Estep 
Score: -12125982.000000 Penalty: 3730.945801
	Iteration 177Q: 3 clusters Score -1.212598e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -12125944.000000 Penalty: 3730.945801
	Iteration 178Q: 3 clusters Score -1.212594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 94257 members 
Entering Unmasked Estep 
Score: -12125931.000000 Penalty: 3730.945801
	Iteration 179Q: 3 clusters Score -1.212593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -12125922.000000 Penalty: 3730.945801
	Iteration 180F: 3 clusters Score -1.212592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 94297 members 
Entering Unmasked Estep 
Score: -12125911.000000 Penalty: 3730.945801
	Iteration 181Q: 3 clusters Score -1.212591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -12125882.000000 Penalty: 3730.945801
	Iteration 182Q: 3 clusters Score -1.212588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -12125878.000000 Penalty: 3730.945801
	Iteration 183Q: 3 clusters Score -1.212588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -12125885.000000 Penalty: 3730.945801
	Iteration 184Q: 3 clusters Score -1.212588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 94341 members 
Entering Unmasked Estep 
Score: -12125882.000000 Penalty: 3730.945801
	Iteration 185Q: 3 clusters Score -1.212588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -12125881.000000 Penalty: 3730.945801
	Iteration 186Q: 3 clusters Score -1.212588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 94353 members 
Entering Unmasked Estep 
Score: -12125867.000000 Penalty: 3730.945801
	Iteration 187Q: 3 clusters Score -1.212587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -12125870.000000 Penalty: 3730.945801
	Iteration 188Q: 3 clusters Score -1.212587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -12125868.000000 Penalty: 3730.945801
	Iteration 189Q: 3 clusters Score -1.212587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -12125862.000000 Penalty: 3730.945801
	Iteration 190Q: 3 clusters Score -1.212586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -12125861.000000 Penalty: 3730.945801
	Iteration 191Q: 3 clusters Score -1.212586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -12125869.000000 Penalty: 3730.945801
	Iteration 192Q: 3 clusters Score -1.212587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -12125867.000000 Penalty: 3730.945801
	Iteration 193Q: 3 clusters Score -1.212587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 94384 members 
Entering Unmasked Estep 
Score: -12125871.000000 Penalty: 3730.945801
	Iteration 194Q: 3 clusters Score -1.212587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -12125855.000000 Penalty: 3730.945801
	Iteration 195Q: 3 clusters Score -1.212586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 94396 members 
Entering Unmasked Estep 
Score: -12125856.000000 Penalty: 3730.945801
	Iteration 196Q: 3 clusters Score -1.212586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 94402 members 
Entering Unmasked Estep 
Score: -12125857.000000 Penalty: 3730.945801
	Iteration 197Q: 3 clusters Score -1.212586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -12125873.000000 Penalty: 3730.945801
	Iteration 198Q: 3 clusters Score -1.212587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 94409 members 
Entering Unmasked Estep 
Score: -12125863.000000 Penalty: 3730.945801
	Iteration 199Q: 3 clusters Score -1.212586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 94411 members 
Entering Unmasked Estep 
Score: -12125862.000000 Penalty: 3730.945801
	Iteration 200F: 3 clusters Score -1.212586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -12125865.000000 Penalty: 3730.945801
	Iteration 201Q: 3 clusters Score -1.212586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -12125864.000000 Penalty: 3730.945801
	Iteration 202Q: 3 clusters Score -1.212586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -12125864.000000 Penalty: 3730.945801
	Iteration 203F: 3 clusters Score -1.212586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Entering Unmasked Estep 
Score: -776916.375000 Penalty: 1424.107788
	Iteration 0F: 2 clusters Score -776916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -772055.000000 Penalty: 2848.215576
	Iteration 0F: 3 clusters Score -772055 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -773521.875000 Penalty: 2848.215576
	Iteration 1F: 3 clusters Score -773521.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -773844.625000 Penalty: 2848.215576
	Iteration 2F: 3 clusters Score -773844.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -774168.750000 Penalty: 2848.215576
	Iteration 3F: 3 clusters Score -774168.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -774489.375000 Penalty: 2848.215576
	Iteration 4F: 3 clusters Score -774489.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -774810.312500 Penalty: 2848.215576
	Iteration 5F: 3 clusters Score -774810.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -775059.062500 Penalty: 2848.215576
	Iteration 6F: 3 clusters Score -775059.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -775246.937500 Penalty: 2848.215576
	Iteration 7Q: 3 clusters Score -775246.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -775377.625000 Penalty: 2848.215576
	Iteration 8Q: 3 clusters Score -775377.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -775468.812500 Penalty: 2848.215576
	Iteration 9Q: 3 clusters Score -775468.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -775568.437500 Penalty: 2848.215576
	Iteration 10Q: 3 clusters Score -775568.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -775643.062500 Penalty: 2848.215576
	Iteration 11Q: 3 clusters Score -775643.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -775719.250000 Penalty: 2848.215576
	Iteration 12Q: 3 clusters Score -775719.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -775782.312500 Penalty: 2848.215576
	Iteration 13Q: 3 clusters Score -775782.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -775859.187500 Penalty: 2848.215576
	Iteration 14Q: 3 clusters Score -775859.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -775921.125000 Penalty: 2848.215576
	Iteration 15Q: 3 clusters Score -775921.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -775946.250000 Penalty: 2848.215576
	Iteration 16Q: 3 clusters Score -775946.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -775961.875000 Penalty: 2848.215576
	Iteration 17Q: 3 clusters Score -775961.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -775973.500000 Penalty: 2848.215576
	Iteration 18Q: 3 clusters Score -775973.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -775983.750000 Penalty: 2848.215576
	Iteration 19Q: 3 clusters Score -775983.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -775988.312500 Penalty: 2848.215576
	Iteration 20F: 3 clusters Score -775988.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -775993.375000 Penalty: 2848.215576
	Iteration 21Q: 3 clusters Score -775993.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -776000.812500 Penalty: 2848.215576
	Iteration 22Q: 3 clusters Score -776000.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -776003.562500 Penalty: 2848.215576
	Iteration 23Q: 3 clusters Score -776003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -776005.875000 Penalty: 2848.215576
	Iteration 24Q: 3 clusters Score -776005.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -776005.625000 Penalty: 2848.215576
	Iteration 25Q: 3 clusters Score -776005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -776006.812500 Penalty: 2848.215576
	Iteration 26Q: 3 clusters Score -776006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -776007.500000 Penalty: 2848.215576
	Iteration 27Q: 3 clusters Score -776007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -776007.500000 Penalty: 2848.215576
	Iteration 28F: 3 clusters Score -776007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (95359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95359 members 
Entering Unmasked Estep 
Score: -12044764.000000 Penalty: 1863.128052
	Iteration 0F: 2 clusters Score -1.204476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -11987530.000000 Penalty: 3726.256104
	Iteration 0F: 3 clusters Score -1.198753e+07 nChanged 45752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -12014229.000000 Penalty: 3726.256104
	Iteration 1F: 3 clusters Score -1.201423e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -12015869.000000 Penalty: 3726.256104
	Iteration 2Q: 3 clusters Score -1.201587e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 53088 members 
Entering Unmasked Estep 
Score: -12018487.000000 Penalty: 3726.256104
	Iteration 3F: 3 clusters Score -1.201849e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -12022151.000000 Penalty: 3726.256104
	Iteration 4F: 3 clusters Score -1.202215e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -12026422.000000 Penalty: 3726.256104
	Iteration 5F: 3 clusters Score -1.202642e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -12030642.000000 Penalty: 3726.256104
	Iteration 6F: 3 clusters Score -1.203064e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -12033799.000000 Penalty: 3726.256104
	Iteration 7F: 3 clusters Score -1.20338e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -12035910.000000 Penalty: 3726.256104
	Iteration 8Q: 3 clusters Score -1.203591e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -12037116.000000 Penalty: 3726.256104
	Iteration 9Q: 3 clusters Score -1.203712e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 72268 members 
Entering Unmasked Estep 
Score: -12037771.000000 Penalty: 3726.256104
	Iteration 10Q: 3 clusters Score -1.203777e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -12037963.000000 Penalty: 3726.256104
	Iteration 11Q: 3 clusters Score -1.203796e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -12038083.000000 Penalty: 3726.256104
	Iteration 12Q: 3 clusters Score -1.203808e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -12038190.000000 Penalty: 3726.256104
	Iteration 13Q: 3 clusters Score -1.203819e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -12038234.000000 Penalty: 3726.256104
	Iteration 14Q: 3 clusters Score -1.203823e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -12038298.000000 Penalty: 3726.256104
	Iteration 15Q: 3 clusters Score -1.20383e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -12038417.000000 Penalty: 3726.256104
	Iteration 16Q: 3 clusters Score -1.203842e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -12038397.000000 Penalty: 3726.256104
	Iteration 17Q: 3 clusters Score -1.20384e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -12038392.000000 Penalty: 3726.256104
	Iteration 18Q: 3 clusters Score -1.203839e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -12038448.000000 Penalty: 3726.256104
	Iteration 19Q: 3 clusters Score -1.203845e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -12039509.000000 Penalty: 3726.256104
	Iteration 20F: 3 clusters Score -1.203951e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -12041004.000000 Penalty: 3726.256104
	Iteration 21Q: 3 clusters Score -1.2041e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -12042609.000000 Penalty: 3726.256104
	Iteration 22Q: 3 clusters Score -1.204261e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -12043848.000000 Penalty: 3726.256104
	Iteration 23Q: 3 clusters Score -1.204385e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -12044723.000000 Penalty: 3726.256104
	Iteration 24Q: 3 clusters Score -1.204472e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 89934 members 
Entering Unmasked Estep 
Score: -12045169.000000 Penalty: 3726.256104
	Iteration 25Q: 3 clusters Score -1.204517e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 91216 members 
Entering Unmasked Estep 
Score: -12045283.000000 Penalty: 3726.256104
	Iteration 26Q: 3 clusters Score -1.204528e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -12045115.000000 Penalty: 3726.256104
	Iteration 27Q: 3 clusters Score -1.204512e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 92832 members 
Entering Unmasked Estep 
Score: -12044870.000000 Penalty: 3726.256104
	Iteration 28Q: 3 clusters Score -1.204487e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 93289 members 
Entering Unmasked Estep 
Score: -12044693.000000 Penalty: 3726.256104
	Iteration 29Q: 3 clusters Score -1.204469e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -12044613.000000 Penalty: 3726.256104
	Iteration 30Q: 3 clusters Score -1.204461e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 93856 members 
Entering Unmasked Estep 
Score: -12044526.000000 Penalty: 3726.256104
	Iteration 31Q: 3 clusters Score -1.204453e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -12044506.000000 Penalty: 3726.256104
	Iteration 32Q: 3 clusters Score -1.204451e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -12044497.000000 Penalty: 3726.256104
	Iteration 33Q: 3 clusters Score -1.20445e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -12044472.000000 Penalty: 3726.256104
	Iteration 34Q: 3 clusters Score -1.204447e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -12044472.000000 Penalty: 3726.256104
	Iteration 35Q: 3 clusters Score -1.204447e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 94286 members 
Entering Unmasked Estep 
Score: -12044427.000000 Penalty: 3726.256104
	Iteration 36Q: 3 clusters Score -1.204443e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -12044404.000000 Penalty: 3726.256104
	Iteration 37Q: 3 clusters Score -1.20444e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -12044409.000000 Penalty: 3726.256104
	Iteration 38Q: 3 clusters Score -1.204441e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -12044390.000000 Penalty: 3726.256104
	Iteration 39Q: 3 clusters Score -1.204439e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
Score: -12044391.000000 Penalty: 3726.256104
	Iteration 40F: 3 clusters Score -1.204439e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -12044386.000000 Penalty: 3726.256104
	Iteration 41Q: 3 clusters Score -1.204439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -12044350.000000 Penalty: 3726.256104
	Iteration 42Q: 3 clusters Score -1.204435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 94422 members 
Entering Unmasked Estep 
Score: -12044343.000000 Penalty: 3726.256104
	Iteration 43Q: 3 clusters Score -1.204434e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -12044340.000000 Penalty: 3726.256104
	Iteration 44Q: 3 clusters Score -1.204434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -12044322.000000 Penalty: 3726.256104
	Iteration 45Q: 3 clusters Score -1.204432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 94451 members 
Entering Unmasked Estep 
Score: -12044311.000000 Penalty: 3726.256104
	Iteration 46Q: 3 clusters Score -1.204431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -12044315.000000 Penalty: 3726.256104
	Iteration 47Q: 3 clusters Score -1.204432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -12044316.000000 Penalty: 3726.256104
	Iteration 48Q: 3 clusters Score -1.204432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -12044317.000000 Penalty: 3726.256104
	Iteration 49Q: 3 clusters Score -1.204432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -12044314.000000 Penalty: 3726.256104
	Iteration 50Q: 3 clusters Score -1.204431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -12044304.000000 Penalty: 3726.256104
	Iteration 51Q: 3 clusters Score -1.20443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 94487 members 
Entering Unmasked Estep 
Score: -12044293.000000 Penalty: 3726.256104
	Iteration 52Q: 3 clusters Score -1.204429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 94487 members 
Entering Unmasked Estep 
Score: -12044311.000000 Penalty: 3726.256104
	Iteration 53Q: 3 clusters Score -1.204431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -12044308.000000 Penalty: 3726.256104
	Iteration 54Q: 3 clusters Score -1.204431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -12044306.000000 Penalty: 3726.256104
	Iteration 55Q: 3 clusters Score -1.204431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -12044306.000000 Penalty: 3726.256104
	Iteration 56F: 3 clusters Score -1.204431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (80212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Entering Unmasked Estep 
Score: -10037574.000000 Penalty: 1835.019531
	Iteration 0F: 2 clusters Score -1.003757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -9984320.000000 Penalty: 3670.039062
	Iteration 0F: 3 clusters Score -9984320 nChanged 38301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -10006515.000000 Penalty: 3670.039062
	Iteration 1F: 3 clusters Score -1.000652e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -10007373.000000 Penalty: 3670.039062
	Iteration 2Q: 3 clusters Score -1.000737e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -10008726.000000 Penalty: 3670.039062
	Iteration 3Q: 3 clusters Score -1.000873e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -10010972.000000 Penalty: 3670.039062
	Iteration 4F: 3 clusters Score -1.001097e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -10014607.000000 Penalty: 3670.039062
	Iteration 5F: 3 clusters Score -1.001461e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -10019614.000000 Penalty: 3670.039062
	Iteration 6F: 3 clusters Score -1.001961e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -10024666.000000 Penalty: 3670.039062
	Iteration 7F: 3 clusters Score -1.002467e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -10028390.000000 Penalty: 3670.039062
	Iteration 8F: 3 clusters Score -1.002839e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -10030933.000000 Penalty: 3670.039062
	Iteration 9Q: 3 clusters Score -1.003093e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76251 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -10032745.000000 Penalty: 3670.039062
	Iteration 10Q: 3 clusters Score -1.003274e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -10034028.000000 Penalty: 3670.039062
	Iteration 11Q: 3 clusters Score -1.003403e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -10034767.000000 Penalty: 3670.039062
	Iteration 12Q: 3 clusters Score -1.003477e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10035191.000000 Penalty: 3670.039062
	Iteration 13Q: 3 clusters Score -1.003519e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10035491.000000 Penalty: 3670.039062
	Iteration 14Q: 3 clusters Score -1.003549e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10035679.000000 Penalty: 3670.039062
	Iteration 15Q: 3 clusters Score -1.003568e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10035773.000000 Penalty: 3670.039062
	Iteration 16Q: 3 clusters Score -1.003577e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10035837.000000 Penalty: 3670.039062
	Iteration 17Q: 3 clusters Score -1.003584e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10035890.000000 Penalty: 3670.039062
	Iteration 18Q: 3 clusters Score -1.003589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10035918.000000 Penalty: 3670.039062
	Iteration 19Q: 3 clusters Score -1.003592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10035929.000000 Penalty: 3670.039062
	Iteration 20F: 3 clusters Score -1.003593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10035950.000000 Penalty: 3670.039062
	Iteration 21Q: 3 clusters Score -1.003595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10035960.000000 Penalty: 3670.039062
	Iteration 22Q: 3 clusters Score -1.003596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10035965.000000 Penalty: 3670.039062
	Iteration 23Q: 3 clusters Score -1.003596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10035971.000000 Penalty: 3670.039062
	Iteration 24Q: 3 clusters Score -1.003597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10035970.000000 Penalty: 3670.039062
	Iteration 25Q: 3 clusters Score -1.003597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10035974.000000 Penalty: 3670.039062
	Iteration 26Q: 3 clusters Score -1.003597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10035983.000000 Penalty: 3670.039062
	Iteration 27Q: 3 clusters Score -1.003598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10035984.000000 Penalty: 3670.039062
	Iteration 28Q: 3 clusters Score -1.003598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10035984.000000 Penalty: 3670.039062
	Iteration 29F: 3 clusters Score -1.003598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Entering Unmasked Estep 
Score: -10825000.000000 Penalty: 1847.992310
	Iteration 0F: 2 clusters Score -1.0825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -10768240.000000 Penalty: 3695.984619
	Iteration 0F: 3 clusters Score -1.076824e+07 nChanged 41420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -10791932.000000 Penalty: 3695.984619
	Iteration 1F: 3 clusters Score -1.079193e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -10792887.000000 Penalty: 3695.984619
	Iteration 2Q: 3 clusters Score -1.079289e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -10794415.000000 Penalty: 3695.984619
	Iteration 3Q: 3 clusters Score -1.079442e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -10796882.000000 Penalty: 3695.984619
	Iteration 4Q: 3 clusters Score -1.079688e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -10800694.000000 Penalty: 3695.984619
	Iteration 5F: 3 clusters Score -1.080069e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -10805741.000000 Penalty: 3695.984619
	Iteration 6F: 3 clusters Score -1.080574e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -10810164.000000 Penalty: 3695.984619
	Iteration 7F: 3 clusters Score -1.081016e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -10812695.000000 Penalty: 3695.984619
	Iteration 8F: 3 clusters Score -1.08127e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -10813730.000000 Penalty: 3695.984619
	Iteration 9Q: 3 clusters Score -1.081373e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -10814170.000000 Penalty: 3695.984619
	Iteration 10Q: 3 clusters Score -1.081417e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -10814480.000000 Penalty: 3695.984619
	Iteration 11Q: 3 clusters Score -1.081448e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -10814745.000000 Penalty: 3695.984619
	Iteration 12Q: 3 clusters Score -1.081474e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -10815060.000000 Penalty: 3695.984619
	Iteration 13Q: 3 clusters Score -1.081506e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -10815320.000000 Penalty: 3695.984619
	Iteration 14Q: 3 clusters Score -1.081532e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -10815511.000000 Penalty: 3695.984619
	Iteration 15Q: 3 clusters Score -1.081551e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -10815700.000000 Penalty: 3695.984619
	Iteration 16Q: 3 clusters Score -1.08157e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -10815851.000000 Penalty: 3695.984619
	Iteration 17Q: 3 clusters Score -1.081585e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -10816075.000000 Penalty: 3695.984619
	Iteration 18Q: 3 clusters Score -1.081608e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -10816203.000000 Penalty: 3695.984619
	Iteration 19Q: 3 clusters Score -1.08162e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -10816442.000000 Penalty: 3695.984619
	Iteration 20F: 3 clusters Score -1.081644e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -10816675.000000 Penalty: 3695.984619
	Iteration 21Q: 3 clusters Score -1.081668e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -10816923.000000 Penalty: 3695.984619
	Iteration 22Q: 3 clusters Score -1.081692e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -10817202.000000 Penalty: 3695.984619
	Iteration 23Q: 3 clusters Score -1.08172e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -10817567.000000 Penalty: 3695.984619
	Iteration 24Q: 3 clusters Score -1.081757e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -10817754.000000 Penalty: 3695.984619
	Iteration 25Q: 3 clusters Score -1.081775e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -10818025.000000 Penalty: 3695.984619
	Iteration 26Q: 3 clusters Score -1.081802e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -10818301.000000 Penalty: 3695.984619
	Iteration 27Q: 3 clusters Score -1.08183e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -10818615.000000 Penalty: 3695.984619
	Iteration 28Q: 3 clusters Score -1.081862e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -10819004.000000 Penalty: 3695.984619
	Iteration 29Q: 3 clusters Score -1.0819e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -10819487.000000 Penalty: 3695.984619
	Iteration 30Q: 3 clusters Score -1.081949e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -10819909.000000 Penalty: 3695.984619
	Iteration 31Q: 3 clusters Score -1.081991e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -10820272.000000 Penalty: 3695.984619
	Iteration 32Q: 3 clusters Score -1.082027e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -10820610.000000 Penalty: 3695.984619
	Iteration 33Q: 3 clusters Score -1.082061e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -10820961.000000 Penalty: 3695.984619
	Iteration 34Q: 3 clusters Score -1.082096e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80057 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -10821264.000000 Penalty: 3695.984619
	Iteration 35Q: 3 clusters Score -1.082126e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80816 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -10821480.000000 Penalty: 3695.984619
	Iteration 36Q: 3 clusters Score -1.082148e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81509 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -10821758.000000 Penalty: 3695.984619
	Iteration 37Q: 3 clusters Score -1.082176e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -10821994.000000 Penalty: 3695.984619
	Iteration 38Q: 3 clusters Score -1.082199e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -10822179.000000 Penalty: 3695.984619
	Iteration 39Q: 3 clusters Score -1.082218e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -10822323.000000 Penalty: 3695.984619
	Iteration 40F: 3 clusters Score -1.082232e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -10822491.000000 Penalty: 3695.984619
	Iteration 41Q: 3 clusters Score -1.082249e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -10822603.000000 Penalty: 3695.984619
	Iteration 42Q: 3 clusters Score -1.08226e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -10822717.000000 Penalty: 3695.984619
	Iteration 43Q: 3 clusters Score -1.082272e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -10822820.000000 Penalty: 3695.984619
	Iteration 44Q: 3 clusters Score -1.082282e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -10822920.000000 Penalty: 3695.984619
	Iteration 45Q: 3 clusters Score -1.082292e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10822972.000000 Penalty: 3695.984619
	Iteration 46Q: 3 clusters Score -1.082297e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -10823032.000000 Penalty: 3695.984619
	Iteration 47Q: 3 clusters Score -1.082303e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -10823105.000000 Penalty: 3695.984619
	Iteration 48Q: 3 clusters Score -1.08231e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -10823149.000000 Penalty: 3695.984619
	Iteration 49Q: 3 clusters Score -1.082315e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10823190.000000 Penalty: 3695.984619
	Iteration 50Q: 3 clusters Score -1.082319e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -10823230.000000 Penalty: 3695.984619
	Iteration 51Q: 3 clusters Score -1.082323e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10823252.000000 Penalty: 3695.984619
	Iteration 52Q: 3 clusters Score -1.082325e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85344 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10823293.000000 Penalty: 3695.984619
	Iteration 53Q: 3 clusters Score -1.082329e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -10823326.000000 Penalty: 3695.984619
	Iteration 54Q: 3 clusters Score -1.082333e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85439 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -10823350.000000 Penalty: 3695.984619
	Iteration 55Q: 3 clusters Score -1.082335e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10823378.000000 Penalty: 3695.984619
	Iteration 56Q: 3 clusters Score -1.082338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -10823388.000000 Penalty: 3695.984619
	Iteration 57Q: 3 clusters Score -1.082339e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10823388.000000 Penalty: 3695.984619
	Iteration 58Q: 3 clusters Score -1.082339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10823400.000000 Penalty: 3695.984619
	Iteration 59Q: 3 clusters Score -1.08234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10823402.000000 Penalty: 3695.984619
	Iteration 60F: 3 clusters Score -1.08234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10823402.000000 Penalty: 3695.984619
	Iteration 61Q: 3 clusters Score -1.08234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10823396.000000 Penalty: 3695.984619
	Iteration 62Q: 3 clusters Score -1.08234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85617 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10823385.000000 Penalty: 3695.984619
	Iteration 63Q: 3 clusters Score -1.082338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10823390.000000 Penalty: 3695.984619
	Iteration 64Q: 3 clusters Score -1.082339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10823402.000000 Penalty: 3695.984619
	Iteration 65Q: 3 clusters Score -1.08234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10823414.000000 Penalty: 3695.984619
	Iteration 66Q: 3 clusters Score -1.082341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10823412.000000 Penalty: 3695.984619
	Iteration 67Q: 3 clusters Score -1.082341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -10823420.000000 Penalty: 3695.984619
	Iteration 68Q: 3 clusters Score -1.082342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10823417.000000 Penalty: 3695.984619
	Iteration 69Q: 3 clusters Score -1.082342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10823418.000000 Penalty: 3695.984619
	Iteration 70Q: 3 clusters Score -1.082342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10823418.000000 Penalty: 3695.984619
	Iteration 71Q: 3 clusters Score -1.082342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10823417.000000 Penalty: 3695.984619
	Iteration 72Q: 3 clusters Score -1.082342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10823417.000000 Penalty: 3695.984619
	Iteration 73F: 3 clusters Score -1.082342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -221462.843750 Penalty: 1228.597656
	Iteration 0F: 2 clusters Score -221462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219402.406250 Penalty: 2457.195312
	Iteration 0F: 3 clusters Score -219402.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -219859.609375 Penalty: 2457.195312
	Iteration 1F: 3 clusters Score -219859.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -219985.656250 Penalty: 2457.195312
	Iteration 2F: 3 clusters Score -219985.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -220107.843750 Penalty: 2457.195312
	Iteration 3F: 3 clusters Score -220107.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -220210.796875 Penalty: 2457.195312
	Iteration 4Q: 3 clusters Score -220210.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -220305.046875 Penalty: 2457.195312
	Iteration 5Q: 3 clusters Score -220305 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -220414.781250 Penalty: 2457.195312
	Iteration 6Q: 3 clusters Score -220414.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -220520.546875 Penalty: 2457.195312
	Iteration 7Q: 3 clusters Score -220520.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -220647.906250 Penalty: 2457.195312
	Iteration 8Q: 3 clusters Score -220647.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -220765.765625 Penalty: 2457.195312
	Iteration 9Q: 3 clusters Score -220765.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220887.984375 Penalty: 2457.195312
	Iteration 10Q: 3 clusters Score -220888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -220974.625000 Penalty: 2457.195312
	Iteration 11Q: 3 clusters Score -220974.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -221025.578125 Penalty: 2457.195312
	Iteration 12Q: 3 clusters Score -221025.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -221062.562500 Penalty: 2457.195312
	Iteration 13Q: 3 clusters Score -221062.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -221099.828125 Penalty: 2457.195312
	Iteration 14Q: 3 clusters Score -221099.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -221137.328125 Penalty: 2457.195312
	Iteration 15Q: 3 clusters Score -221137.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -221167.875000 Penalty: 2457.195312
	Iteration 16Q: 3 clusters Score -221167.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -221199.015625 Penalty: 2457.195312
	Iteration 17Q: 3 clusters Score -221199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -221228.640625 Penalty: 2457.195312
	Iteration 18Q: 3 clusters Score -221228.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -221250.125000 Penalty: 2457.195312
	Iteration 19Q: 3 clusters Score -221250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -221266.468750 Penalty: 2457.195312
	Iteration 20F: 3 clusters Score -221266.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -221281.546875 Penalty: 2457.195312
	Iteration 21Q: 3 clusters Score -221281.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -221292.812500 Penalty: 2457.195312
	Iteration 22Q: 3 clusters Score -221292.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -221298.468750 Penalty: 2457.195312
	Iteration 23Q: 3 clusters Score -221298.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -221301.656250 Penalty: 2457.195312
	Iteration 24Q: 3 clusters Score -221301.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -221305.062500 Penalty: 2457.195312
	Iteration 25Q: 3 clusters Score -221305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -221307.781250 Penalty: 2457.195312
	Iteration 26Q: 3 clusters Score -221307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -221310.281250 Penalty: 2457.195312
	Iteration 27Q: 3 clusters Score -221310.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -221313.140625 Penalty: 2457.195312
	Iteration 28Q: 3 clusters Score -221313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -221315.187500 Penalty: 2457.195312
	Iteration 29Q: 3 clusters Score -221315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -221317.281250 Penalty: 2457.195312
	Iteration 30Q: 3 clusters Score -221317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -221318.734375 Penalty: 2457.195312
	Iteration 31Q: 3 clusters Score -221318.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -221320.750000 Penalty: 2457.195312
	Iteration 32Q: 3 clusters Score -221320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -221321.281250 Penalty: 2457.195312
	Iteration 33Q: 3 clusters Score -221321.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -221321.281250 Penalty: 2457.195312
	Iteration 34F: 3 clusters Score -221321.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Entering Unmasked Estep 
Score: -410010.625000 Penalty: 1331.067749
	Iteration 0F: 2 clusters Score -410010.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -406949.593750 Penalty: 2662.135498
	Iteration 0F: 3 clusters Score -406949.6 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -407957.687500 Penalty: 2662.135498
	Iteration 1F: 3 clusters Score -407957.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -408396.750000 Penalty: 2662.135498
	Iteration 2F: 3 clusters Score -408396.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -408826.125000 Penalty: 2662.135498
	Iteration 3F: 3 clusters Score -408826.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -409213.343750 Penalty: 2662.135498
	Iteration 4F: 3 clusters Score -409213.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -409465.687500 Penalty: 2662.135498
	Iteration 5F: 3 clusters Score -409465.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -409589.656250 Penalty: 2662.135498
	Iteration 6Q: 3 clusters Score -409589.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -409652.218750 Penalty: 2662.135498
	Iteration 7Q: 3 clusters Score -409652.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -409708.843750 Penalty: 2662.135498
	Iteration 8Q: 3 clusters Score -409708.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -409751.656250 Penalty: 2662.135498
	Iteration 9Q: 3 clusters Score -409751.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -409794.656250 Penalty: 2662.135498
	Iteration 10Q: 3 clusters Score -409794.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -409860.031250 Penalty: 2662.135498
	Iteration 11Q: 3 clusters Score -409860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -409963.750000 Penalty: 2662.135498
	Iteration 12Q: 3 clusters Score -409963.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -410072.500000 Penalty: 2662.135498
	Iteration 13Q: 3 clusters Score -410072.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -410115.562500 Penalty: 2662.135498
	Iteration 14Q: 3 clusters Score -410115.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -410134.875000 Penalty: 2662.135498
	Iteration 15Q: 3 clusters Score -410134.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -410142.312500 Penalty: 2662.135498
	Iteration 16Q: 3 clusters Score -410142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -410144.218750 Penalty: 2662.135498
	Iteration 17Q: 3 clusters Score -410144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -410145.093750 Penalty: 2662.135498
	Iteration 18Q: 3 clusters Score -410145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -410145.156250 Penalty: 2662.135498
	Iteration 19Q: 3 clusters Score -410145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -410145.968750 Penalty: 2662.135498
	Iteration 20F: 3 clusters Score -410146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -410147.343750 Penalty: 2662.135498
	Iteration 21Q: 3 clusters Score -410147.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -410147.343750 Penalty: 2662.135498
	Iteration 22F: 3 clusters Score -410147.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96745 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 95359 members 
Mstep: Class 4 contains 80212 members 
Mstep: Class 5 contains 86878 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 29362 members 
Mstep: Class 11 contains 97899 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 10187 members 
Mstep: Class 14 contains 9390 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 90207 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 797 members 
Mstep: Class 23 contains 86061 members 
Mstep: Class 24 contains 26394 members 
Mstep: Class 25 contains 4958 members 
Mstep: Class 26 contains 3042 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 9319 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 2093 members 
Entering Unmasked Estep 
Score: -102245840.000000 Penalty: 70941.500000
Splitting cluster 7 changes total score from -102246584.000000 to -102245840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -21988.896484 Penalty: 901.724854
	Iteration 0F: 2 clusters Score -21988.9 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 132 members 
Entering Unmasked Estep 
Score: -21261.128906 Penalty: 1803.449707
	Iteration 0F: 3 clusters Score -21261.13 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21540.771484 Penalty: 1803.449707
	Iteration 1F: 3 clusters Score -21540.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -21653.898438 Penalty: 1803.449707
	Iteration 2F: 3 clusters Score -21653.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -21778.773438 Penalty: 1803.449707
	Iteration 3Q: 3 clusters Score -21778.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -21808.361328 Penalty: 1803.449707
	Iteration 4Q: 3 clusters Score -21808.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21824.917969 Penalty: 1803.449707
	Iteration 5Q: 3 clusters Score -21824.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -21840.498047 Penalty: 1803.449707
	Iteration 6Q: 3 clusters Score -21840.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -21840.927734 Penalty: 1803.449707
	Iteration 7F: 3 clusters Score -21840.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21904.966797 Penalty: 1803.449707
	Iteration 8Q: 3 clusters Score -21904.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -21926.416016 Penalty: 1803.449707
	Iteration 9Q: 3 clusters Score -21926.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21944.169922 Penalty: 1803.449707
	Iteration 10Q: 3 clusters Score -21944.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21958.064453 Penalty: 1803.449707
	Iteration 11Q: 3 clusters Score -21958.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21976.843750 Penalty: 1803.449707
	Iteration 12Q: 3 clusters Score -21976.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21976.843750 Penalty: 1803.449707
	Iteration 13F: 3 clusters Score -21976.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -45610.527344 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -45610.53 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 239 members 
Entering Unmasked Estep 
Score: -44696.468750 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -44696.47 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44997.437500 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -44997.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45212.101562 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -45212.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45349.726562 Penalty: 2006.480469
	Iteration 3F: 3 clusters Score -45349.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45434.046875 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -45434.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45472.968750 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -45472.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45537.832031 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -45537.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45557.777344 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -45557.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45566.355469 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -45566.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45568.859375 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -45568.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45569.750000 Penalty: 2006.480469
	Iteration 10Q: 3 clusters Score -45569.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45571.863281 Penalty: 2006.480469
	Iteration 11Q: 3 clusters Score -45571.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45571.863281 Penalty: 2006.480469
	Iteration 12F: 3 clusters Score -45571.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Entering Unmasked Estep 
Score: -3634795.000000 Penalty: 1671.711670
	Iteration 0F: 2 clusters Score -3634795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3614775.250000 Penalty: 3343.423340
	Iteration 0F: 3 clusters Score -3614775 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3622791.500000 Penalty: 3343.423340
	Iteration 1F: 3 clusters Score -3622792 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3623375.250000 Penalty: 3343.423340
	Iteration 2Q: 3 clusters Score -3623375 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3624137.000000 Penalty: 3343.423340
	Iteration 3F: 3 clusters Score -3624137 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3625294.750000 Penalty: 3343.423340
	Iteration 4F: 3 clusters Score -3625295 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3626809.250000 Penalty: 3343.423340
	Iteration 5F: 3 clusters Score -3626809 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3628403.250000 Penalty: 3343.423340
	Iteration 6F: 3 clusters Score -3628403 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3629936.500000 Penalty: 3343.423340
	Iteration 7F: 3 clusters Score -3629936 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3631164.750000 Penalty: 3343.423340
	Iteration 8Q: 3 clusters Score -3631165 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3632038.000000 Penalty: 3343.423340
	Iteration 9Q: 3 clusters Score -3632038 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3632605.250000 Penalty: 3343.423340
	Iteration 10Q: 3 clusters Score -3632605 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3632902.750000 Penalty: 3343.423340
	Iteration 11Q: 3 clusters Score -3632903 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3633082.000000 Penalty: 3343.423340
	Iteration 12Q: 3 clusters Score -3633082 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3633173.500000 Penalty: 3343.423340
	Iteration 13Q: 3 clusters Score -3633174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3633243.000000 Penalty: 3343.423340
	Iteration 14Q: 3 clusters Score -3633243 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3633294.000000 Penalty: 3343.423340
	Iteration 15Q: 3 clusters Score -3633294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3633319.000000 Penalty: 3343.423340
	Iteration 16Q: 3 clusters Score -3633319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3633343.250000 Penalty: 3343.423340
	Iteration 17Q: 3 clusters Score -3633343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3633366.000000 Penalty: 3343.423340
	Iteration 18Q: 3 clusters Score -3633366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3633384.000000 Penalty: 3343.423340
	Iteration 19Q: 3 clusters Score -3633384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3633385.500000 Penalty: 3343.423340
	Iteration 20F: 3 clusters Score -3633386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3633389.750000 Penalty: 3343.423340
	Iteration 21Q: 3 clusters Score -3633390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3633390.500000 Penalty: 3343.423340
	Iteration 22Q: 3 clusters Score -3633390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3633394.750000 Penalty: 3343.423340
	Iteration 23Q: 3 clusters Score -3633395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3633392.000000 Penalty: 3343.423340
	Iteration 24Q: 3 clusters Score -3633392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3633396.000000 Penalty: 3343.423340
	Iteration 25Q: 3 clusters Score -3633396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3633401.250000 Penalty: 3343.423340
	Iteration 26Q: 3 clusters Score -3633401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3633407.250000 Penalty: 3343.423340
	Iteration 27Q: 3 clusters Score -3633407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3633416.500000 Penalty: 3343.423340
	Iteration 28Q: 3 clusters Score -3633416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3633421.000000 Penalty: 3343.423340
	Iteration 29Q: 3 clusters Score -3633421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3633423.250000 Penalty: 3343.423340
	Iteration 30Q: 3 clusters Score -3633423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3633425.250000 Penalty: 3343.423340
	Iteration 31Q: 3 clusters Score -3633425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3633424.750000 Penalty: 3343.423340
	Iteration 32Q: 3 clusters Score -3633425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3633427.750000 Penalty: 3343.423340
	Iteration 33Q: 3 clusters Score -3633428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3633427.500000 Penalty: 3343.423340
	Iteration 34Q: 3 clusters Score -3633428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3633430.250000 Penalty: 3343.423340
	Iteration 35Q: 3 clusters Score -3633430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3633430.250000 Penalty: 3343.423340
	Iteration 36F: 3 clusters Score -3633430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (97899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Entering Unmasked Estep 
Score: -12045849.000000 Penalty: 1867.399902
	Iteration 0F: 2 clusters Score -1.204585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -11981890.000000 Penalty: 3734.799805
	Iteration 0F: 3 clusters Score -1.198189e+07 nChanged 46689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -12009203.000000 Penalty: 3734.799805
	Iteration 1F: 3 clusters Score -1.20092e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -12010107.000000 Penalty: 3734.799805
	Iteration 2Q: 3 clusters Score -1.201011e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -12011287.000000 Penalty: 3734.799805
	Iteration 3Q: 3 clusters Score -1.201129e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -12012905.000000 Penalty: 3734.799805
	Iteration 4Q: 3 clusters Score -1.20129e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -12015345.000000 Penalty: 3734.799805
	Iteration 5F: 3 clusters Score -1.201534e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -12018816.000000 Penalty: 3734.799805
	Iteration 6F: 3 clusters Score -1.201882e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -12023093.000000 Penalty: 3734.799805
	Iteration 7F: 3 clusters Score -1.202309e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -12027098.000000 Penalty: 3734.799805
	Iteration 8F: 3 clusters Score -1.20271e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -12029520.000000 Penalty: 3734.799805
	Iteration 9F: 3 clusters Score -1.202952e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -12030329.000000 Penalty: 3734.799805
	Iteration 10Q: 3 clusters Score -1.203033e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -12030586.000000 Penalty: 3734.799805
	Iteration 11Q: 3 clusters Score -1.203059e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -12030819.000000 Penalty: 3734.799805
	Iteration 12Q: 3 clusters Score -1.203082e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -12031070.000000 Penalty: 3734.799805
	Iteration 13Q: 3 clusters Score -1.203107e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -12031312.000000 Penalty: 3734.799805
	Iteration 14Q: 3 clusters Score -1.203131e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -12031481.000000 Penalty: 3734.799805
	Iteration 15Q: 3 clusters Score -1.203148e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -12031643.000000 Penalty: 3734.799805
	Iteration 16Q: 3 clusters Score -1.203164e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -12031791.000000 Penalty: 3734.799805
	Iteration 17Q: 3 clusters Score -1.203179e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -12031972.000000 Penalty: 3734.799805
	Iteration 18Q: 3 clusters Score -1.203197e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -12032162.000000 Penalty: 3734.799805
	Iteration 19Q: 3 clusters Score -1.203216e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -12032287.000000 Penalty: 3734.799805
	Iteration 20F: 3 clusters Score -1.203229e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -12032447.000000 Penalty: 3734.799805
	Iteration 21Q: 3 clusters Score -1.203245e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -12032508.000000 Penalty: 3734.799805
	Iteration 22Q: 3 clusters Score -1.203251e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -12032685.000000 Penalty: 3734.799805
	Iteration 23Q: 3 clusters Score -1.203268e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -12032844.000000 Penalty: 3734.799805
	Iteration 24Q: 3 clusters Score -1.203284e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -12032992.000000 Penalty: 3734.799805
	Iteration 25Q: 3 clusters Score -1.203299e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -12033115.000000 Penalty: 3734.799805
	Iteration 26Q: 3 clusters Score -1.203312e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -12033391.000000 Penalty: 3734.799805
	Iteration 27Q: 3 clusters Score -1.203339e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -12033713.000000 Penalty: 3734.799805
	Iteration 28Q: 3 clusters Score -1.203371e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
Score: -12034007.000000 Penalty: 3734.799805
	Iteration 29Q: 3 clusters Score -1.203401e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -12034385.000000 Penalty: 3734.799805
	Iteration 30Q: 3 clusters Score -1.203438e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -12034796.000000 Penalty: 3734.799805
	Iteration 31Q: 3 clusters Score -1.20348e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -12035304.000000 Penalty: 3734.799805
	Iteration 32Q: 3 clusters Score -1.20353e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -12035882.000000 Penalty: 3734.799805
	Iteration 33Q: 3 clusters Score -1.203588e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -12036575.000000 Penalty: 3734.799805
	Iteration 34Q: 3 clusters Score -1.203658e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -12037266.000000 Penalty: 3734.799805
	Iteration 35Q: 3 clusters Score -1.203727e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -12037952.000000 Penalty: 3734.799805
	Iteration 36Q: 3 clusters Score -1.203795e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -12038629.000000 Penalty: 3734.799805
	Iteration 37Q: 3 clusters Score -1.203863e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -12039163.000000 Penalty: 3734.799805
	Iteration 38Q: 3 clusters Score -1.203916e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
Score: -12039582.000000 Penalty: 3734.799805
	Iteration 39Q: 3 clusters Score -1.203958e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 74941 members 
Entering Unmasked Estep 
Score: -12039954.000000 Penalty: 3734.799805
	Iteration 40F: 3 clusters Score -1.203995e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -12040228.000000 Penalty: 3734.799805
	Iteration 41Q: 3 clusters Score -1.204023e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -12040460.000000 Penalty: 3734.799805
	Iteration 42Q: 3 clusters Score -1.204046e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -12040553.000000 Penalty: 3734.799805
	Iteration 43Q: 3 clusters Score -1.204055e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -12040677.000000 Penalty: 3734.799805
	Iteration 44Q: 3 clusters Score -1.204068e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -12040771.000000 Penalty: 3734.799805
	Iteration 45Q: 3 clusters Score -1.204077e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -12040839.000000 Penalty: 3734.799805
	Iteration 46Q: 3 clusters Score -1.204084e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -12040937.000000 Penalty: 3734.799805
	Iteration 47Q: 3 clusters Score -1.204094e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -12040961.000000 Penalty: 3734.799805
	Iteration 48Q: 3 clusters Score -1.204096e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -12041015.000000 Penalty: 3734.799805
	Iteration 49Q: 3 clusters Score -1.204102e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -12041004.000000 Penalty: 3734.799805
	Iteration 50Q: 3 clusters Score -1.2041e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -12041006.000000 Penalty: 3734.799805
	Iteration 51Q: 3 clusters Score -1.204101e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -12041022.000000 Penalty: 3734.799805
	Iteration 52Q: 3 clusters Score -1.204102e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -12041045.000000 Penalty: 3734.799805
	Iteration 53Q: 3 clusters Score -1.204104e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -12041071.000000 Penalty: 3734.799805
	Iteration 54Q: 3 clusters Score -1.204107e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -12041064.000000 Penalty: 3734.799805
	Iteration 55Q: 3 clusters Score -1.204106e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -12041084.000000 Penalty: 3734.799805
	Iteration 56Q: 3 clusters Score -1.204108e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -12041090.000000 Penalty: 3734.799805
	Iteration 57Q: 3 clusters Score -1.204109e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -12041091.000000 Penalty: 3734.799805
	Iteration 58Q: 3 clusters Score -1.204109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -12041096.000000 Penalty: 3734.799805
	Iteration 59Q: 3 clusters Score -1.20411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -12041091.000000 Penalty: 3734.799805
	Iteration 60F: 3 clusters Score -1.204109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -12041097.000000 Penalty: 3734.799805
	Iteration 61Q: 3 clusters Score -1.20411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -12041080.000000 Penalty: 3734.799805
	Iteration 62Q: 3 clusters Score -1.204108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -12041092.000000 Penalty: 3734.799805
	Iteration 63Q: 3 clusters Score -1.204109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -12041087.000000 Penalty: 3734.799805
	Iteration 64Q: 3 clusters Score -1.204109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -12041086.000000 Penalty: 3734.799805
	Iteration 65Q: 3 clusters Score -1.204109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -12041089.000000 Penalty: 3734.799805
	Iteration 66Q: 3 clusters Score -1.204109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -12041099.000000 Penalty: 3734.799805
	Iteration 67Q: 3 clusters Score -1.20411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -12041089.000000 Penalty: 3734.799805
	Iteration 68Q: 3 clusters Score -1.204109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -12041098.000000 Penalty: 3734.799805
	Iteration 69Q: 3 clusters Score -1.20411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -12041099.000000 Penalty: 3734.799805
	Iteration 70Q: 3 clusters Score -1.20411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -12041097.000000 Penalty: 3734.799805
	Iteration 71Q: 3 clusters Score -1.20411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -12041105.000000 Penalty: 3734.799805
	Iteration 72Q: 3 clusters Score -1.20411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 75595 members 
Entering Unmasked Estep 
Score: -12041103.000000 Penalty: 3734.799805
	Iteration 73Q: 3 clusters Score -1.20411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -12041101.000000 Penalty: 3734.799805
	Iteration 74Q: 3 clusters Score -1.20411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -12041097.000000 Penalty: 3734.799805
	Iteration 75Q: 3 clusters Score -1.20411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -12041099.000000 Penalty: 3734.799805
	Iteration 76Q: 3 clusters Score -1.20411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -12041101.000000 Penalty: 3734.799805
	Iteration 77Q: 3 clusters Score -1.20411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -12041092.000000 Penalty: 3734.799805
	Iteration 78Q: 3 clusters Score -1.204109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -12041094.000000 Penalty: 3734.799805
	Iteration 79Q: 3 clusters Score -1.204109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -12041100.000000 Penalty: 3734.799805
	Iteration 80F: 3 clusters Score -1.20411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -12041095.000000 Penalty: 3734.799805
	Iteration 81Q: 3 clusters Score -1.20411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -12041095.000000 Penalty: 3734.799805
	Iteration 82F: 3 clusters Score -1.20411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -210328.328125 Penalty: 1221.066406
	Iteration 0F: 2 clusters Score -210328.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -208382.046875 Penalty: 2442.132812
	Iteration 0F: 3 clusters Score -208382 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -208863.250000 Penalty: 2442.132812
	Iteration 1F: 3 clusters Score -208863.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -209057.359375 Penalty: 2442.132812
	Iteration 2F: 3 clusters Score -209057.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -209206.281250 Penalty: 2442.132812
	Iteration 3F: 3 clusters Score -209206.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -209335.921875 Penalty: 2442.132812
	Iteration 4F: 3 clusters Score -209335.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -209446.156250 Penalty: 2442.132812
	Iteration 5F: 3 clusters Score -209446.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -209556.406250 Penalty: 2442.132812
	Iteration 6Q: 3 clusters Score -209556.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -209659.406250 Penalty: 2442.132812
	Iteration 7Q: 3 clusters Score -209659.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -209712.156250 Penalty: 2442.132812
	Iteration 8Q: 3 clusters Score -209712.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -209745.062500 Penalty: 2442.132812
	Iteration 9Q: 3 clusters Score -209745.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -209776.171875 Penalty: 2442.132812
	Iteration 10Q: 3 clusters Score -209776.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -209809.484375 Penalty: 2442.132812
	Iteration 11Q: 3 clusters Score -209809.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -209831.125000 Penalty: 2442.132812
	Iteration 12Q: 3 clusters Score -209831.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -209860.656250 Penalty: 2442.132812
	Iteration 13Q: 3 clusters Score -209860.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -209885.484375 Penalty: 2442.132812
	Iteration 14Q: 3 clusters Score -209885.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -209902.031250 Penalty: 2442.132812
	Iteration 15Q: 3 clusters Score -209902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -209913.187500 Penalty: 2442.132812
	Iteration 16Q: 3 clusters Score -209913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -209921.578125 Penalty: 2442.132812
	Iteration 17Q: 3 clusters Score -209921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -209926.546875 Penalty: 2442.132812
	Iteration 18Q: 3 clusters Score -209926.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -209932.437500 Penalty: 2442.132812
	Iteration 19Q: 3 clusters Score -209932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -209934.468750 Penalty: 2442.132812
	Iteration 20F: 3 clusters Score -209934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -209934.953125 Penalty: 2442.132812
	Iteration 21Q: 3 clusters Score -209935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -209934.953125 Penalty: 2442.132812
	Iteration 22F: 3 clusters Score -209935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Entering Unmasked Estep 
Score: -1223389.625000 Penalty: 1499.690918
	Iteration 0F: 2 clusters Score -1223390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1216134.125000 Penalty: 2999.381836
	Iteration 0F: 3 clusters Score -1216134 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1218347.625000 Penalty: 2999.381836
	Iteration 1F: 3 clusters Score -1218348 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1218579.125000 Penalty: 2999.381836
	Iteration 2F: 3 clusters Score -1218579 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1218766.125000 Penalty: 2999.381836
	Iteration 3Q: 3 clusters Score -1218766 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1218946.125000 Penalty: 2999.381836
	Iteration 4Q: 3 clusters Score -1218946 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1219155.625000 Penalty: 2999.381836
	Iteration 5Q: 3 clusters Score -1219156 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1219440.625000 Penalty: 2999.381836
	Iteration 6F: 3 clusters Score -1219441 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1219791.875000 Penalty: 2999.381836
	Iteration 7F: 3 clusters Score -1219792 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1220266.500000 Penalty: 2999.381836
	Iteration 8F: 3 clusters Score -1220266 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1220853.125000 Penalty: 2999.381836
	Iteration 9F: 3 clusters Score -1220853 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1221486.000000 Penalty: 2999.381836
	Iteration 10F: 3 clusters Score -1221486 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1221963.750000 Penalty: 2999.381836
	Iteration 11Q: 3 clusters Score -1221964 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1222242.000000 Penalty: 2999.381836
	Iteration 12Q: 3 clusters Score -1222242 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1222404.625000 Penalty: 2999.381836
	Iteration 13Q: 3 clusters Score -1222405 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1222507.625000 Penalty: 2999.381836
	Iteration 14Q: 3 clusters Score -1222508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1222558.000000 Penalty: 2999.381836
	Iteration 15Q: 3 clusters Score -1222558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1222594.375000 Penalty: 2999.381836
	Iteration 16Q: 3 clusters Score -1222594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1222618.750000 Penalty: 2999.381836
	Iteration 17Q: 3 clusters Score -1222619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1222630.125000 Penalty: 2999.381836
	Iteration 18Q: 3 clusters Score -1222630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1222634.625000 Penalty: 2999.381836
	Iteration 19Q: 3 clusters Score -1222635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1222635.375000 Penalty: 2999.381836
	Iteration 20F: 3 clusters Score -1222635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1222640.375000 Penalty: 2999.381836
	Iteration 21Q: 3 clusters Score -1222640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1222640.375000 Penalty: 2999.381836
	Iteration 22F: 3 clusters Score -1222640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Entering Unmasked Estep 
Score: -1141884.625000 Penalty: 1486.452637
	Iteration 0F: 2 clusters Score -1141885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1135097.375000 Penalty: 2972.905273
	Iteration 0F: 3 clusters Score -1135097 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1137374.000000 Penalty: 2972.905273
	Iteration 1F: 3 clusters Score -1137374 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1137617.000000 Penalty: 2972.905273
	Iteration 2F: 3 clusters Score -1137617 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1137776.125000 Penalty: 2972.905273
	Iteration 3Q: 3 clusters Score -1137776 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1137887.625000 Penalty: 2972.905273
	Iteration 4Q: 3 clusters Score -1137888 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1137992.750000 Penalty: 2972.905273
	Iteration 5Q: 3 clusters Score -1137993 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1138093.750000 Penalty: 2972.905273
	Iteration 6Q: 3 clusters Score -1138094 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1138195.250000 Penalty: 2972.905273
	Iteration 7Q: 3 clusters Score -1138195 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1138299.875000 Penalty: 2972.905273
	Iteration 8Q: 3 clusters Score -1138300 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1138405.500000 Penalty: 2972.905273
	Iteration 9Q: 3 clusters Score -1138406 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1138528.875000 Penalty: 2972.905273
	Iteration 10Q: 3 clusters Score -1138529 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1138657.000000 Penalty: 2972.905273
	Iteration 11Q: 3 clusters Score -1138657 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1138793.125000 Penalty: 2972.905273
	Iteration 12Q: 3 clusters Score -1138793 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1138929.625000 Penalty: 2972.905273
	Iteration 13Q: 3 clusters Score -1138930 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1139081.250000 Penalty: 2972.905273
	Iteration 14Q: 3 clusters Score -1139081 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1139242.500000 Penalty: 2972.905273
	Iteration 15Q: 3 clusters Score -1139242 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1139384.125000 Penalty: 2972.905273
	Iteration 16Q: 3 clusters Score -1139384 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1139503.000000 Penalty: 2972.905273
	Iteration 17Q: 3 clusters Score -1139503 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1139597.375000 Penalty: 2972.905273
	Iteration 18Q: 3 clusters Score -1139597 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1139663 nChanged 150
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Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1139702 nChanged 114
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Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4850 members 
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	Iteration 21Q: 3 clusters Score -1139736 nChanged 112
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Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4878 members 
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	Iteration 22Q: 3 clusters Score -1139768 nChanged 91
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Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4901 members 
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	Iteration 23Q: 3 clusters Score -1139791 nChanged 79
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Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4938 members 
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Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4967 members 
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	Iteration 25Q: 3 clusters Score -1139830 nChanged 80
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Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5005 members 
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Mstep: Class 1 contains 4330 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1139882 nChanged 104
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Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4206 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1139992 nChanged 71
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Mstep: Class 1 contains 4066 members 
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Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1140028 nChanged 37
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Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1140034 nChanged 41
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Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1140039 nChanged 41
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Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1140050 nChanged 39
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Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1140055 nChanged 39
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Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1140064 nChanged 40
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Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1140068 nChanged 33
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Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1140073 nChanged 24
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Mstep: Class 1 contains 3796 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1140076 nChanged 29
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Mstep: Class 1 contains 3779 members 
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	Iteration 43Q: 3 clusters Score -1140084 nChanged 28
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Mstep: Class 1 contains 3757 members 
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Mstep: Class 1 contains 3740 members 
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	Iteration 45Q: 3 clusters Score -1140091 nChanged 25
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Mstep: Class 1 contains 3721 members 
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Mstep: Class 1 contains 3701 members 
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Mstep: Class 1 contains 3676 members 
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Mstep: Class 1 contains 3657 members 
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Mstep: Class 1 contains 3638 members 
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Mstep: Class 1 contains 3625 members 
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Mstep: Class 1 contains 3606 members 
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Mstep: Class 1 contains 3589 members 
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Mstep: Class 1 contains 3569 members 
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Mstep: Class 1 contains 3555 members 
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Mstep: Class 1 contains 3544 members 
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Mstep: Class 1 contains 3535 members 
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	Iteration 57Q: 3 clusters Score -1140132 nChanged 6
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Mstep: Class 1 contains 3531 members 
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	Iteration 58Q: 3 clusters Score -1140132 nChanged 11
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Mstep: Class 1 contains 3522 members 
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Mstep: Class 1 contains 3513 members 
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	Iteration 60F: 3 clusters Score -1140135 nChanged 8
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Mstep: Class 1 contains 3505 members 
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	Iteration 61Q: 3 clusters Score -1140135 nChanged 10
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Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5891 members 
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	Iteration 62Q: 3 clusters Score -1140134 nChanged 10
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Mstep: Class 1 contains 3491 members 
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	Iteration 63Q: 3 clusters Score -1140138 nChanged 13
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Mstep: Class 1 contains 3478 members 
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Mstep: Class 1 contains 3463 members 
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Mstep: Class 1 contains 3451 members 
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Mstep: Class 1 contains 3440 members 
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Mstep: Class 1 contains 3428 members 
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	Iteration 68Q: 3 clusters Score -1140143 nChanged 15
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	Iteration 69Q: 3 clusters Score -1140154 nChanged 15
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Mstep: Class 1 contains 3385 members 
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	Iteration 71Q: 3 clusters Score -1140159 nChanged 13
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Mstep: Class 1 contains 3374 members 
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	Iteration 72Q: 3 clusters Score -1140158 nChanged 14
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Mstep: Class 1 contains 3364 members 
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	Iteration 73Q: 3 clusters Score -1140160 nChanged 13
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Mstep: Class 1 contains 3357 members 
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	Iteration 74Q: 3 clusters Score -1140164 nChanged 10
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Mstep: Class 1 contains 3349 members 
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	Iteration 75Q: 3 clusters Score -1140160 nChanged 7
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Mstep: Class 1 contains 3342 members 
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	Iteration 76Q: 3 clusters Score -1140160 nChanged 6
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Mstep: Class 1 contains 3338 members 
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	Iteration 77Q: 3 clusters Score -1140161 nChanged 5
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Mstep: Class 1 contains 3333 members 
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	Iteration 78Q: 3 clusters Score -1140164 nChanged 7
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Mstep: Class 1 contains 3326 members 
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	Iteration 79Q: 3 clusters Score -1140166 nChanged 10
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Mstep: Class 1 contains 3320 members 
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	Iteration 80F: 3 clusters Score -1140167 nChanged 10
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Mstep: Class 1 contains 3312 members 
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	Iteration 81Q: 3 clusters Score -1140167 nChanged 9
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Mstep: Class 1 contains 3303 members 
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	Iteration 82Q: 3 clusters Score -1140172 nChanged 10
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Mstep: Class 1 contains 3293 members 
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	Iteration 83Q: 3 clusters Score -1140176 nChanged 10
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Mstep: Class 1 contains 3285 members 
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	Iteration 84Q: 3 clusters Score -1140174 nChanged 10
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Mstep: Class 1 contains 3275 members 
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	Iteration 85Q: 3 clusters Score -1140178 nChanged 11
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Mstep: Class 1 contains 3266 members 
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	Iteration 86Q: 3 clusters Score -1140177 nChanged 15
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Mstep: Class 1 contains 3251 members 
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	Iteration 87Q: 3 clusters Score -1140181 nChanged 15
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Mstep: Class 1 contains 3238 members 
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Mstep: Class 1 contains 3220 members 
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Mstep: Class 1 contains 3195 members 
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	Iteration 90Q: 3 clusters Score -1140193 nChanged 26
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Mstep: Class 1 contains 3169 members 
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Mstep: Class 1 contains 3138 members 
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	Iteration 92Q: 3 clusters Score -1140207 nChanged 28
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Mstep: Class 1 contains 3112 members 
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	Iteration 93Q: 3 clusters Score -1140215 nChanged 24
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Mstep: Class 1 contains 3092 members 
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	Iteration 94Q: 3 clusters Score -1140219 nChanged 21
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Mstep: Class 1 contains 3071 members 
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	Iteration 95Q: 3 clusters Score -1140228 nChanged 22
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	Iteration 96Q: 3 clusters Score -1140235 nChanged 29
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Mstep: Class 1 contains 3026 members 
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Mstep: Class 1 contains 2997 members 
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	Iteration 98Q: 3 clusters Score -1140263 nChanged 38
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Mstep: Class 1 contains 2961 members 
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	Iteration 99Q: 3 clusters Score -1140282 nChanged 37
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Mstep: Class 1 contains 2932 members 
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	Iteration 100F: 3 clusters Score -1140295 nChanged 52
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Mstep: Class 1 contains 2892 members 
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	Iteration 101Q: 3 clusters Score -1140315 nChanged 52
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Mstep: Class 1 contains 2850 members 
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	Iteration 102Q: 3 clusters Score -1140338 nChanged 49
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Mstep: Class 1 contains 2807 members 
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	Iteration 103Q: 3 clusters Score -1140356 nChanged 37
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Mstep: Class 1 contains 2780 members 
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	Iteration 104Q: 3 clusters Score -1140363 nChanged 32
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Mstep: Class 1 contains 2754 members 
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	Iteration 105Q: 3 clusters Score -1140370 nChanged 18
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Mstep: Class 1 contains 2738 members 
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	Iteration 106Q: 3 clusters Score -1140373 nChanged 9
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Mstep: Class 1 contains 2729 members 
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	Iteration 107Q: 3 clusters Score -1140374 nChanged 7
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Mstep: Class 1 contains 2722 members 
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	Iteration 108Q: 3 clusters Score -1140375 nChanged 7
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Mstep: Class 1 contains 2717 members 
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	Iteration 109Q: 3 clusters Score -1140373 nChanged 11
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Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1140376.375000 Penalty: 2972.905273
	Iteration 111Q: 3 clusters Score -1140376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1140376.125000 Penalty: 2972.905273
	Iteration 112Q: 3 clusters Score -1140376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1140376.250000 Penalty: 2972.905273
	Iteration 113Q: 3 clusters Score -1140376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1140376.250000 Penalty: 2972.905273
	Iteration 114F: 3 clusters Score -1140376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -270044.937500 Penalty: 1265.786377
	Iteration 0F: 2 clusters Score -270044.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -267700.968750 Penalty: 2531.572754
	Iteration 0F: 3 clusters Score -267701 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -268358.000000 Penalty: 2531.572754
	Iteration 1F: 3 clusters Score -268358 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -268610.062500 Penalty: 2531.572754
	Iteration 2F: 3 clusters Score -268610.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -268823.156250 Penalty: 2531.572754
	Iteration 3F: 3 clusters Score -268823.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -269020.000000 Penalty: 2531.572754
	Iteration 4F: 3 clusters Score -269020 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -269167.031250 Penalty: 2531.572754
	Iteration 5F: 3 clusters Score -269167 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -269274.812500 Penalty: 2531.572754
	Iteration 6Q: 3 clusters Score -269274.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -269343.812500 Penalty: 2531.572754
	Iteration 7Q: 3 clusters Score -269343.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -269391.718750 Penalty: 2531.572754
	Iteration 8Q: 3 clusters Score -269391.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -269427.437500 Penalty: 2531.572754
	Iteration 9Q: 3 clusters Score -269427.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -269452.312500 Penalty: 2531.572754
	Iteration 10Q: 3 clusters Score -269452.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -269468.812500 Penalty: 2531.572754
	Iteration 11Q: 3 clusters Score -269468.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -269476.968750 Penalty: 2531.572754
	Iteration 12Q: 3 clusters Score -269477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -269480.468750 Penalty: 2531.572754
	Iteration 13Q: 3 clusters Score -269480.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -269483.687500 Penalty: 2531.572754
	Iteration 14Q: 3 clusters Score -269483.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -269490.187500 Penalty: 2531.572754
	Iteration 15Q: 3 clusters Score -269490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -269494.812500 Penalty: 2531.572754
	Iteration 16Q: 3 clusters Score -269494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -269496.531250 Penalty: 2531.572754
	Iteration 17Q: 3 clusters Score -269496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -269497.468750 Penalty: 2531.572754
	Iteration 18Q: 3 clusters Score -269497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -269499.093750 Penalty: 2531.572754
	Iteration 19Q: 3 clusters Score -269499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -269501.843750 Penalty: 2531.572754
	Iteration 20F: 3 clusters Score -269501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -269503.468750 Penalty: 2531.572754
	Iteration 21Q: 3 clusters Score -269503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -269504.500000 Penalty: 2531.572754
	Iteration 22Q: 3 clusters Score -269504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -269504.500000 Penalty: 2531.572754
	Iteration 23F: 3 clusters Score -269504.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Entering Unmasked Estep 
Score: -11304060.000000 Penalty: 1854.102661
	Iteration 0F: 2 clusters Score -1.130406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -11246074.000000 Penalty: 3708.205322
	Iteration 0F: 3 clusters Score -1.124607e+07 nChanged 43101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -11271278.000000 Penalty: 3708.205322
	Iteration 1F: 3 clusters Score -1.127128e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -11271965.000000 Penalty: 3708.205322
	Iteration 2Q: 3 clusters Score -1.127196e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -11272823.000000 Penalty: 3708.205322
	Iteration 3Q: 3 clusters Score -1.127282e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -11273827.000000 Penalty: 3708.205322
	Iteration 4Q: 3 clusters Score -1.127383e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -11275529.000000 Penalty: 3708.205322
	Iteration 5Q: 3 clusters Score -1.127553e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -11277826.000000 Penalty: 3708.205322
	Iteration 6Q: 3 clusters Score -1.127783e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -11281227.000000 Penalty: 3708.205322
	Iteration 7F: 3 clusters Score -1.128123e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -11285699.000000 Penalty: 3708.205322
	Iteration 8F: 3 clusters Score -1.12857e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -11289954.000000 Penalty: 3708.205322
	Iteration 9F: 3 clusters Score -1.128995e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -11292160.000000 Penalty: 3708.205322
	Iteration 10F: 3 clusters Score -1.129216e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -11293450.000000 Penalty: 3708.205322
	Iteration 11Q: 3 clusters Score -1.129345e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -11294288.000000 Penalty: 3708.205322
	Iteration 12Q: 3 clusters Score -1.129429e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -11294984.000000 Penalty: 3708.205322
	Iteration 13Q: 3 clusters Score -1.129498e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -11295560.000000 Penalty: 3708.205322
	Iteration 14Q: 3 clusters Score -1.129556e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -11296340.000000 Penalty: 3708.205322
	Iteration 15Q: 3 clusters Score -1.129634e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -11297001.000000 Penalty: 3708.205322
	Iteration 16Q: 3 clusters Score -1.1297e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -11297491.000000 Penalty: 3708.205322
	Iteration 17Q: 3 clusters Score -1.129749e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -11297880.000000 Penalty: 3708.205322
	Iteration 18Q: 3 clusters Score -1.129788e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -11298201.000000 Penalty: 3708.205322
	Iteration 19Q: 3 clusters Score -1.12982e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -11298507.000000 Penalty: 3708.205322
	Iteration 20F: 3 clusters Score -1.129851e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -11298715.000000 Penalty: 3708.205322
	Iteration 21Q: 3 clusters Score -1.129872e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -11298939.000000 Penalty: 3708.205322
	Iteration 22Q: 3 clusters Score -1.129894e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -11299071.000000 Penalty: 3708.205322
	Iteration 23Q: 3 clusters Score -1.129907e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -11299213.000000 Penalty: 3708.205322
	Iteration 24Q: 3 clusters Score -1.129921e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -11299364.000000 Penalty: 3708.205322
	Iteration 25Q: 3 clusters Score -1.129936e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -11299502.000000 Penalty: 3708.205322
	Iteration 26Q: 3 clusters Score -1.12995e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -11299638.000000 Penalty: 3708.205322
	Iteration 27Q: 3 clusters Score -1.129964e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -11299737.000000 Penalty: 3708.205322
	Iteration 28Q: 3 clusters Score -1.129974e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -11299827.000000 Penalty: 3708.205322
	Iteration 29Q: 3 clusters Score -1.129983e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -11299853.000000 Penalty: 3708.205322
	Iteration 30Q: 3 clusters Score -1.129985e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -11299897.000000 Penalty: 3708.205322
	Iteration 31Q: 3 clusters Score -1.12999e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -11299941.000000 Penalty: 3708.205322
	Iteration 32Q: 3 clusters Score -1.129994e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -11300041.000000 Penalty: 3708.205322
	Iteration 33Q: 3 clusters Score -1.130004e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -11300108.000000 Penalty: 3708.205322
	Iteration 34Q: 3 clusters Score -1.130011e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -11300162.000000 Penalty: 3708.205322
	Iteration 35Q: 3 clusters Score -1.130016e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -11300212.000000 Penalty: 3708.205322
	Iteration 36Q: 3 clusters Score -1.130021e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -11300289.000000 Penalty: 3708.205322
	Iteration 37Q: 3 clusters Score -1.130029e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -11300345.000000 Penalty: 3708.205322
	Iteration 38Q: 3 clusters Score -1.130034e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -11300405.000000 Penalty: 3708.205322
	Iteration 39Q: 3 clusters Score -1.13004e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -11300431.000000 Penalty: 3708.205322
	Iteration 40F: 3 clusters Score -1.130043e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -11300486.000000 Penalty: 3708.205322
	Iteration 41Q: 3 clusters Score -1.130049e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -11300497.000000 Penalty: 3708.205322
	Iteration 42Q: 3 clusters Score -1.13005e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -11300524.000000 Penalty: 3708.205322
	Iteration 43Q: 3 clusters Score -1.130052e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -11300516.000000 Penalty: 3708.205322
	Iteration 44Q: 3 clusters Score -1.130052e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -11300523.000000 Penalty: 3708.205322
	Iteration 45Q: 3 clusters Score -1.130052e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -11300557.000000 Penalty: 3708.205322
	Iteration 46Q: 3 clusters Score -1.130056e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -11300510.000000 Penalty: 3708.205322
	Iteration 47Q: 3 clusters Score -1.130051e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -11300577.000000 Penalty: 3708.205322
	Iteration 48Q: 3 clusters Score -1.130058e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -11300581.000000 Penalty: 3708.205322
	Iteration 49Q: 3 clusters Score -1.130058e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -11300603.000000 Penalty: 3708.205322
	Iteration 50Q: 3 clusters Score -1.13006e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -11300590.000000 Penalty: 3708.205322
	Iteration 51Q: 3 clusters Score -1.130059e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -11300644.000000 Penalty: 3708.205322
	Iteration 52Q: 3 clusters Score -1.130064e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -11300610.000000 Penalty: 3708.205322
	Iteration 53Q: 3 clusters Score -1.130061e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -11300639.000000 Penalty: 3708.205322
	Iteration 54Q: 3 clusters Score -1.130064e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -11300620.000000 Penalty: 3708.205322
	Iteration 55Q: 3 clusters Score -1.130062e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -11300619.000000 Penalty: 3708.205322
	Iteration 56Q: 3 clusters Score -1.130062e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -11300614.000000 Penalty: 3708.205322
	Iteration 57Q: 3 clusters Score -1.130061e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -11300624.000000 Penalty: 3708.205322
	Iteration 58Q: 3 clusters Score -1.130062e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -11300647.000000 Penalty: 3708.205322
	Iteration 59Q: 3 clusters Score -1.130065e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -11300661.000000 Penalty: 3708.205322
	Iteration 60F: 3 clusters Score -1.130066e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -11300660.000000 Penalty: 3708.205322
	Iteration 61Q: 3 clusters Score -1.130066e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -11300676.000000 Penalty: 3708.205322
	Iteration 62Q: 3 clusters Score -1.130068e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -11300700.000000 Penalty: 3708.205322
	Iteration 63Q: 3 clusters Score -1.13007e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -11300713.000000 Penalty: 3708.205322
	Iteration 64Q: 3 clusters Score -1.130071e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -11300728.000000 Penalty: 3708.205322
	Iteration 65Q: 3 clusters Score -1.130073e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -11300726.000000 Penalty: 3708.205322
	Iteration 66Q: 3 clusters Score -1.130073e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -11300718.000000 Penalty: 3708.205322
	Iteration 67Q: 3 clusters Score -1.130072e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -11300719.000000 Penalty: 3708.205322
	Iteration 68Q: 3 clusters Score -1.130072e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -11300727.000000 Penalty: 3708.205322
	Iteration 69Q: 3 clusters Score -1.130073e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -11300733.000000 Penalty: 3708.205322
	Iteration 70Q: 3 clusters Score -1.130073e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -11300768.000000 Penalty: 3708.205322
	Iteration 71Q: 3 clusters Score -1.130077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -11300755.000000 Penalty: 3708.205322
	Iteration 72Q: 3 clusters Score -1.130076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -11300756.000000 Penalty: 3708.205322
	Iteration 73Q: 3 clusters Score -1.130076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -11300756.000000 Penalty: 3708.205322
	Iteration 74Q: 3 clusters Score -1.130076e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -11300752.000000 Penalty: 3708.205322
	Iteration 75Q: 3 clusters Score -1.130075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -11300753.000000 Penalty: 3708.205322
	Iteration 76Q: 3 clusters Score -1.130075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -11300750.000000 Penalty: 3708.205322
	Iteration 77Q: 3 clusters Score -1.130075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -11300747.000000 Penalty: 3708.205322
	Iteration 78Q: 3 clusters Score -1.130075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -11300751.000000 Penalty: 3708.205322
	Iteration 79Q: 3 clusters Score -1.130075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -11300752.000000 Penalty: 3708.205322
	Iteration 80F: 3 clusters Score -1.130075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -11300752.000000 Penalty: 3708.205322
	Iteration 81Q: 3 clusters Score -1.130075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -11300754.000000 Penalty: 3708.205322
	Iteration 82Q: 3 clusters Score -1.130075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -11300751.000000 Penalty: 3708.205322
	Iteration 83Q: 3 clusters Score -1.130075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -11300761.000000 Penalty: 3708.205322
	Iteration 84Q: 3 clusters Score -1.130076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -11300758.000000 Penalty: 3708.205322
	Iteration 85Q: 3 clusters Score -1.130076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -11300757.000000 Penalty: 3708.205322
	Iteration 86Q: 3 clusters Score -1.130076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -11300759.000000 Penalty: 3708.205322
	Iteration 87Q: 3 clusters Score -1.130076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -11300756.000000 Penalty: 3708.205322
	Iteration 88Q: 3 clusters Score -1.130076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -11300751.000000 Penalty: 3708.205322
	Iteration 89Q: 3 clusters Score -1.130075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -11300744.000000 Penalty: 3708.205322
	Iteration 90Q: 3 clusters Score -1.130074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -11300745.000000 Penalty: 3708.205322
	Iteration 91Q: 3 clusters Score -1.130074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -11300746.000000 Penalty: 3708.205322
	Iteration 92Q: 3 clusters Score -1.130075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -11300746.000000 Penalty: 3708.205322
	Iteration 93F: 3 clusters Score -1.130075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Entering Unmasked Estep 
Score: -463834.437500 Penalty: 1344.748657
	Iteration 0F: 2 clusters Score -463834.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -460517.812500 Penalty: 2689.497314
	Iteration 0F: 3 clusters Score -460517.8 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -461397.656250 Penalty: 2689.497314
	Iteration 1F: 3 clusters Score -461397.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -461557.031250 Penalty: 2689.497314
	Iteration 2F: 3 clusters Score -461557 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -461662.500000 Penalty: 2689.497314
	Iteration 3Q: 3 clusters Score -461662.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -461730.812500 Penalty: 2689.497314
	Iteration 4Q: 3 clusters Score -461730.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -461790.562500 Penalty: 2689.497314
	Iteration 5Q: 3 clusters Score -461790.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -461844.218750 Penalty: 2689.497314
	Iteration 6Q: 3 clusters Score -461844.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -461888.500000 Penalty: 2689.497314
	Iteration 7Q: 3 clusters Score -461888.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -461925.937500 Penalty: 2689.497314
	Iteration 8Q: 3 clusters Score -461925.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -461968.718750 Penalty: 2689.497314
	Iteration 9Q: 3 clusters Score -461968.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -462022.093750 Penalty: 2689.497314
	Iteration 10Q: 3 clusters Score -462022.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -462086.718750 Penalty: 2689.497314
	Iteration 11Q: 3 clusters Score -462086.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -462157.156250 Penalty: 2689.497314
	Iteration 12Q: 3 clusters Score -462157.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -462236.843750 Penalty: 2689.497314
	Iteration 13Q: 3 clusters Score -462236.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -462303.125000 Penalty: 2689.497314
	Iteration 14Q: 3 clusters Score -462303.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -462372.968750 Penalty: 2689.497314
	Iteration 15Q: 3 clusters Score -462373 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -462450.062500 Penalty: 2689.497314
	Iteration 16Q: 3 clusters Score -462450.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -462506.625000 Penalty: 2689.497314
	Iteration 17Q: 3 clusters Score -462506.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -462541.875000 Penalty: 2689.497314
	Iteration 18Q: 3 clusters Score -462541.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -462573.062500 Penalty: 2689.497314
	Iteration 19Q: 3 clusters Score -462573.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -462599.250000 Penalty: 2689.497314
	Iteration 20F: 3 clusters Score -462599.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -462620.250000 Penalty: 2689.497314
	Iteration 21Q: 3 clusters Score -462620.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -462637.750000 Penalty: 2689.497314
	Iteration 22Q: 3 clusters Score -462637.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -462646.500000 Penalty: 2689.497314
	Iteration 23Q: 3 clusters Score -462646.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -462653.687500 Penalty: 2689.497314
	Iteration 24Q: 3 clusters Score -462653.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -462658.406250 Penalty: 2689.497314
	Iteration 25Q: 3 clusters Score -462658.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -462664.125000 Penalty: 2689.497314
	Iteration 26Q: 3 clusters Score -462664.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -462671.812500 Penalty: 2689.497314
	Iteration 27Q: 3 clusters Score -462671.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -462679.687500 Penalty: 2689.497314
	Iteration 28Q: 3 clusters Score -462679.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -462690.937500 Penalty: 2689.497314
	Iteration 29Q: 3 clusters Score -462690.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -462703.468750 Penalty: 2689.497314
	Iteration 30Q: 3 clusters Score -462703.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -462710.500000 Penalty: 2689.497314
	Iteration 31Q: 3 clusters Score -462710.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -462718.468750 Penalty: 2689.497314
	Iteration 32Q: 3 clusters Score -462718.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -462728.031250 Penalty: 2689.497314
	Iteration 33Q: 3 clusters Score -462728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -462733.875000 Penalty: 2689.497314
	Iteration 34Q: 3 clusters Score -462733.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -462741.968750 Penalty: 2689.497314
	Iteration 35Q: 3 clusters Score -462742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -462747.187500 Penalty: 2689.497314
	Iteration 36Q: 3 clusters Score -462747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -462749.625000 Penalty: 2689.497314
	Iteration 37Q: 3 clusters Score -462749.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -462749.593750 Penalty: 2689.497314
	Iteration 38Q: 3 clusters Score -462749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -462749.937500 Penalty: 2689.497314
	Iteration 39Q: 3 clusters Score -462749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -462750.281250 Penalty: 2689.497314
	Iteration 40F: 3 clusters Score -462750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -462752.218750 Penalty: 2689.497314
	Iteration 41Q: 3 clusters Score -462752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -462754.562500 Penalty: 2689.497314
	Iteration 42Q: 3 clusters Score -462754.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -462757.000000 Penalty: 2689.497314
	Iteration 43Q: 3 clusters Score -462757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -462759.031250 Penalty: 2689.497314
	Iteration 44Q: 3 clusters Score -462759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -462761.218750 Penalty: 2689.497314
	Iteration 45Q: 3 clusters Score -462761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -462764.781250 Penalty: 2689.497314
	Iteration 46Q: 3 clusters Score -462764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -462765.375000 Penalty: 2689.497314
	Iteration 47Q: 3 clusters Score -462765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -462765.937500 Penalty: 2689.497314
	Iteration 48Q: 3 clusters Score -462765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -462765.937500 Penalty: 2689.497314
	Iteration 49F: 3 clusters Score -462765.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Entering Unmasked Estep 
Score: -9953513.000000 Penalty: 1832.681152
	Iteration 0F: 2 clusters Score -9953513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -9902100.000000 Penalty: 3665.362305
	Iteration 0F: 3 clusters Score -9902100 nChanged 37481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -9923053.000000 Penalty: 3665.362305
	Iteration 1F: 3 clusters Score -9923053 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -9923647.000000 Penalty: 3665.362305
	Iteration 2Q: 3 clusters Score -9923647 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -9924459.000000 Penalty: 3665.362305
	Iteration 3Q: 3 clusters Score -9924459 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -9925708.000000 Penalty: 3665.362305
	Iteration 4Q: 3 clusters Score -9925708 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -9928006.000000 Penalty: 3665.362305
	Iteration 5F: 3 clusters Score -9928006 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -9931822.000000 Penalty: 3665.362305
	Iteration 6F: 3 clusters Score -9931822 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -9937268.000000 Penalty: 3665.362305
	Iteration 7F: 3 clusters Score -9937268 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -9943243.000000 Penalty: 3665.362305
	Iteration 8F: 3 clusters Score -9943243 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -9947837.000000 Penalty: 3665.362305
	Iteration 9F: 3 clusters Score -9947837 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76732 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9950339.000000 Penalty: 3665.362305
	Iteration 10Q: 3 clusters Score -9950339 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9951388.000000 Penalty: 3665.362305
	Iteration 11Q: 3 clusters Score -9951388 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9951745.000000 Penalty: 3665.362305
	Iteration 12Q: 3 clusters Score -9951745 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9951883.000000 Penalty: 3665.362305
	Iteration 13Q: 3 clusters Score -9951883 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9951944.000000 Penalty: 3665.362305
	Iteration 14Q: 3 clusters Score -9951944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9951980.000000 Penalty: 3665.362305
	Iteration 15Q: 3 clusters Score -9951980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78775 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9952003.000000 Penalty: 3665.362305
	Iteration 16Q: 3 clusters Score -9952003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9952029.000000 Penalty: 3665.362305
	Iteration 17Q: 3 clusters Score -9952029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9952051.000000 Penalty: 3665.362305
	Iteration 18Q: 3 clusters Score -9952051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9952076.000000 Penalty: 3665.362305
	Iteration 19Q: 3 clusters Score -9952076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9952084.000000 Penalty: 3665.362305
	Iteration 20F: 3 clusters Score -9952084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9952081.000000 Penalty: 3665.362305
	Iteration 21Q: 3 clusters Score -9952081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9952086.000000 Penalty: 3665.362305
	Iteration 22Q: 3 clusters Score -9952086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9952092.000000 Penalty: 3665.362305
	Iteration 23Q: 3 clusters Score -9952092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9952088.000000 Penalty: 3665.362305
	Iteration 24Q: 3 clusters Score -9952088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9952095.000000 Penalty: 3665.362305
	Iteration 25Q: 3 clusters Score -9952095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9952101.000000 Penalty: 3665.362305
	Iteration 26Q: 3 clusters Score -9952101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9952099.000000 Penalty: 3665.362305
	Iteration 27Q: 3 clusters Score -9952099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9952098.000000 Penalty: 3665.362305
	Iteration 28Q: 3 clusters Score -9952098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9952100.000000 Penalty: 3665.362305
	Iteration 29Q: 3 clusters Score -9952100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9952097.000000 Penalty: 3665.362305
	Iteration 30Q: 3 clusters Score -9952097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78818 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9952106.000000 Penalty: 3665.362305
	Iteration 31Q: 3 clusters Score -9952106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9952107.000000 Penalty: 3665.362305
	Iteration 32Q: 3 clusters Score -9952107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9952101.000000 Penalty: 3665.362305
	Iteration 33Q: 3 clusters Score -9952101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9952105.000000 Penalty: 3665.362305
	Iteration 34Q: 3 clusters Score -9952105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9952104.000000 Penalty: 3665.362305
	Iteration 35Q: 3 clusters Score -9952104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9952109.000000 Penalty: 3665.362305
	Iteration 36Q: 3 clusters Score -9952109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9952109.000000 Penalty: 3665.362305
	Iteration 37F: 3 clusters Score -9952109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Entering Unmasked Estep 
Score: -609218.125000 Penalty: 1385.467529
	Iteration 0F: 2 clusters Score -609218.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -605171.000000 Penalty: 2770.935059
	Iteration 0F: 3 clusters Score -605171 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -606296.500000 Penalty: 2770.935059
	Iteration 1F: 3 clusters Score -606296.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -606506.812500 Penalty: 2770.935059
	Iteration 2F: 3 clusters Score -606506.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -606665.625000 Penalty: 2770.935059
	Iteration 3F: 3 clusters Score -606665.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -606783.375000 Penalty: 2770.935059
	Iteration 4Q: 3 clusters Score -606783.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -606877.687500 Penalty: 2770.935059
	Iteration 5Q: 3 clusters Score -606877.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -606959.875000 Penalty: 2770.935059
	Iteration 6Q: 3 clusters Score -606959.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -607036.312500 Penalty: 2770.935059
	Iteration 7Q: 3 clusters Score -607036.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -607115.687500 Penalty: 2770.935059
	Iteration 8Q: 3 clusters Score -607115.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -607182.937500 Penalty: 2770.935059
	Iteration 9Q: 3 clusters Score -607182.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -607253.625000 Penalty: 2770.935059
	Iteration 10Q: 3 clusters Score -607253.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -607324.125000 Penalty: 2770.935059
	Iteration 11Q: 3 clusters Score -607324.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -607404.375000 Penalty: 2770.935059
	Iteration 12Q: 3 clusters Score -607404.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -607508.062500 Penalty: 2770.935059
	Iteration 13Q: 3 clusters Score -607508.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -607594.750000 Penalty: 2770.935059
	Iteration 14Q: 3 clusters Score -607594.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -607656.812500 Penalty: 2770.935059
	Iteration 15Q: 3 clusters Score -607656.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -607718.625000 Penalty: 2770.935059
	Iteration 16Q: 3 clusters Score -607718.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -607782.312500 Penalty: 2770.935059
	Iteration 17Q: 3 clusters Score -607782.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -607827.625000 Penalty: 2770.935059
	Iteration 18Q: 3 clusters Score -607827.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -607863.375000 Penalty: 2770.935059
	Iteration 19Q: 3 clusters Score -607863.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -607898.937500 Penalty: 2770.935059
	Iteration 20F: 3 clusters Score -607898.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -607926.062500 Penalty: 2770.935059
	Iteration 21Q: 3 clusters Score -607926.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -607941.937500 Penalty: 2770.935059
	Iteration 22Q: 3 clusters Score -607941.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -607960.375000 Penalty: 2770.935059
	Iteration 23Q: 3 clusters Score -607960.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -607980.437500 Penalty: 2770.935059
	Iteration 24Q: 3 clusters Score -607980.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -607994.937500 Penalty: 2770.935059
	Iteration 25Q: 3 clusters Score -607994.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -608004.062500 Penalty: 2770.935059
	Iteration 26Q: 3 clusters Score -608004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -608011.937500 Penalty: 2770.935059
	Iteration 27Q: 3 clusters Score -608011.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -608017.937500 Penalty: 2770.935059
	Iteration 28Q: 3 clusters Score -608017.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -608019.000000 Penalty: 2770.935059
	Iteration 29Q: 3 clusters Score -608019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -608021.750000 Penalty: 2770.935059
	Iteration 30Q: 3 clusters Score -608021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -608025.125000 Penalty: 2770.935059
	Iteration 31Q: 3 clusters Score -608025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -608027.312500 Penalty: 2770.935059
	Iteration 32Q: 3 clusters Score -608027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -608028.312500 Penalty: 2770.935059
	Iteration 33Q: 3 clusters Score -608028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -608028.687500 Penalty: 2770.935059
	Iteration 34Q: 3 clusters Score -608028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -608029.687500 Penalty: 2770.935059
	Iteration 35Q: 3 clusters Score -608029.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -608029.687500 Penalty: 2770.935059
	Iteration 36F: 3 clusters Score -608029.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -234351.953125 Penalty: 1243.847046
	Iteration 0F: 2 clusters Score -234352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -232214.765625 Penalty: 2487.694092
	Iteration 0F: 3 clusters Score -232214.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -232895.218750 Penalty: 2487.694092
	Iteration 1F: 3 clusters Score -232895.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -233216.250000 Penalty: 2487.694092
	Iteration 2F: 3 clusters Score -233216.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -233520.281250 Penalty: 2487.694092
	Iteration 3F: 3 clusters Score -233520.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -233769.578125 Penalty: 2487.694092
	Iteration 4F: 3 clusters Score -233769.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -233974.390625 Penalty: 2487.694092
	Iteration 5F: 3 clusters Score -233974.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -234139.781250 Penalty: 2487.694092
	Iteration 6Q: 3 clusters Score -234139.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -234232.890625 Penalty: 2487.694092
	Iteration 7Q: 3 clusters Score -234232.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -234289.796875 Penalty: 2487.694092
	Iteration 8Q: 3 clusters Score -234289.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -234328.000000 Penalty: 2487.694092
	Iteration 9Q: 3 clusters Score -234328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -234358.765625 Penalty: 2487.694092
	Iteration 10Q: 3 clusters Score -234358.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -234387.687500 Penalty: 2487.694092
	Iteration 11Q: 3 clusters Score -234387.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -234420.593750 Penalty: 2487.694092
	Iteration 12Q: 3 clusters Score -234420.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -234461.390625 Penalty: 2487.694092
	Iteration 13Q: 3 clusters Score -234461.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -234506.078125 Penalty: 2487.694092
	Iteration 14Q: 3 clusters Score -234506.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -234547.828125 Penalty: 2487.694092
	Iteration 15Q: 3 clusters Score -234547.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -234590.703125 Penalty: 2487.694092
	Iteration 16Q: 3 clusters Score -234590.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -234621.171875 Penalty: 2487.694092
	Iteration 17Q: 3 clusters Score -234621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -234642.484375 Penalty: 2487.694092
	Iteration 18Q: 3 clusters Score -234642.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -234649.984375 Penalty: 2487.694092
	Iteration 19Q: 3 clusters Score -234650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -234651.125000 Penalty: 2487.694092
	Iteration 20F: 3 clusters Score -234651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -234652.156250 Penalty: 2487.694092
	Iteration 21Q: 3 clusters Score -234652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -234652.156250 Penalty: 2487.694092
	Iteration 22F: 3 clusters Score -234652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96745 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 95359 members 
Mstep: Class 4 contains 80212 members 
Mstep: Class 5 contains 86878 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 29362 members 
Mstep: Class 11 contains 97899 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 10187 members 
Mstep: Class 14 contains 9390 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 90207 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 918 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 797 members 
Mstep: Class 23 contains 86061 members 
Mstep: Class 24 contains 26394 members 
Mstep: Class 25 contains 4958 members 
Mstep: Class 26 contains 3042 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 9319 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
Score: -102245888.000000 Penalty: 70941.500000
Splitting cluster 20 changes total score from -102246584.000000 to -102245888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -20633.458984 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -20633.46 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 152 members 
Entering Unmasked Estep 
Score: -19906.390625 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -19906.39 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20108.447266 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -20108.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20245.533203 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -20245.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20461.716797 Penalty: 1855.888672
	Iteration 3F: 3 clusters Score -20461.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20506.042969 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -20506.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20519.789062 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -20519.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20530.130859 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -20530.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20544.787109 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -20544.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20550.273438 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -20550.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20558.283203 Penalty: 1855.888672
	Iteration 9Q: 3 clusters Score -20558.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20576.808594 Penalty: 1855.888672
	Iteration 10Q: 3 clusters Score -20576.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20576.808594 Penalty: 1855.888672
	Iteration 11F: 3 clusters Score -20576.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -87409.570312 Penalty: 1085.638916
	Iteration 0F: 2 clusters Score -87409.57 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 397 members 
Entering Unmasked Estep 
Score: -86156.343750 Penalty: 2171.277832
	Iteration 0F: 3 clusters Score -86156.34 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86448.164062 Penalty: 2171.277832
	Iteration 1F: 3 clusters Score -86448.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86544.750000 Penalty: 2171.277832
	Iteration 2F: 3 clusters Score -86544.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86585.687500 Penalty: 2171.277832
	Iteration 3Q: 3 clusters Score -86585.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86628.781250 Penalty: 2171.277832
	Iteration 4Q: 3 clusters Score -86628.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86664.218750 Penalty: 2171.277832
	Iteration 5Q: 3 clusters Score -86664.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -86692.351562 Penalty: 2171.277832
	Iteration 6Q: 3 clusters Score -86692.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86702.796875 Penalty: 2171.277832
	Iteration 7Q: 3 clusters Score -86702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86714.953125 Penalty: 2171.277832
	Iteration 8Q: 3 clusters Score -86714.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86727.296875 Penalty: 2171.277832
	Iteration 9Q: 3 clusters Score -86727.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86736.273438 Penalty: 2171.277832
	Iteration 10Q: 3 clusters Score -86736.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86737.929688 Penalty: 2171.277832
	Iteration 11Q: 3 clusters Score -86737.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86743.046875 Penalty: 2171.277832
	Iteration 12Q: 3 clusters Score -86743.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86744.054688 Penalty: 2171.277832
	Iteration 13Q: 3 clusters Score -86744.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86744.296875 Penalty: 2171.277832
	Iteration 14Q: 3 clusters Score -86744.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86744.296875 Penalty: 2171.277832
	Iteration 15F: 3 clusters Score -86744.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (86061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86061 members 
Entering Unmasked Estep 
Score: -10614774.000000 Penalty: 1846.456909
	Iteration 0F: 2 clusters Score -1.061477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -10557488.000000 Penalty: 3692.913818
	Iteration 0F: 3 clusters Score -1.055749e+07 nChanged 41005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -10581827.000000 Penalty: 3692.913818
	Iteration 1F: 3 clusters Score -1.058183e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -10582569.000000 Penalty: 3692.913818
	Iteration 2Q: 3 clusters Score -1.058257e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -10583602.000000 Penalty: 3692.913818
	Iteration 3Q: 3 clusters Score -1.05836e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -10584992.000000 Penalty: 3692.913818
	Iteration 4Q: 3 clusters Score -1.058499e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -10587288.000000 Penalty: 3692.913818
	Iteration 5Q: 3 clusters Score -1.058729e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -10590548.000000 Penalty: 3692.913818
	Iteration 6F: 3 clusters Score -1.059055e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -10594961.000000 Penalty: 3692.913818
	Iteration 7F: 3 clusters Score -1.059496e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -10599041.000000 Penalty: 3692.913818
	Iteration 8F: 3 clusters Score -1.059904e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -10601993.000000 Penalty: 3692.913818
	Iteration 9F: 3 clusters Score -1.060199e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -10603611.000000 Penalty: 3692.913818
	Iteration 10Q: 3 clusters Score -1.060361e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -10604548.000000 Penalty: 3692.913818
	Iteration 11Q: 3 clusters Score -1.060455e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -10605244.000000 Penalty: 3692.913818
	Iteration 12Q: 3 clusters Score -1.060524e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -10605791.000000 Penalty: 3692.913818
	Iteration 13Q: 3 clusters Score -1.060579e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -10606296.000000 Penalty: 3692.913818
	Iteration 14Q: 3 clusters Score -1.06063e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -10606799.000000 Penalty: 3692.913818
	Iteration 15Q: 3 clusters Score -1.06068e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -10607295.000000 Penalty: 3692.913818
	Iteration 16Q: 3 clusters Score -1.06073e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -10607796.000000 Penalty: 3692.913818
	Iteration 17Q: 3 clusters Score -1.06078e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74237 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -10608303.000000 Penalty: 3692.913818
	Iteration 18Q: 3 clusters Score -1.06083e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -10608833.000000 Penalty: 3692.913818
	Iteration 19Q: 3 clusters Score -1.060883e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -10609356.000000 Penalty: 3692.913818
	Iteration 20F: 3 clusters Score -1.060936e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -10609849.000000 Penalty: 3692.913818
	Iteration 21Q: 3 clusters Score -1.060985e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -10610379.000000 Penalty: 3692.913818
	Iteration 22Q: 3 clusters Score -1.061038e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -10610753.000000 Penalty: 3692.913818
	Iteration 23Q: 3 clusters Score -1.061075e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -10611072.000000 Penalty: 3692.913818
	Iteration 24Q: 3 clusters Score -1.061107e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -10611372.000000 Penalty: 3692.913818
	Iteration 25Q: 3 clusters Score -1.061137e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -10611682.000000 Penalty: 3692.913818
	Iteration 26Q: 3 clusters Score -1.061168e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82765 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -10611997.000000 Penalty: 3692.913818
	Iteration 27Q: 3 clusters Score -1.0612e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -10612278.000000 Penalty: 3692.913818
	Iteration 28Q: 3 clusters Score -1.061228e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -10612511.000000 Penalty: 3692.913818
	Iteration 29Q: 3 clusters Score -1.061251e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -10612644.000000 Penalty: 3692.913818
	Iteration 30Q: 3 clusters Score -1.061264e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10612755.000000 Penalty: 3692.913818
	Iteration 31Q: 3 clusters Score -1.061276e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -10612833.000000 Penalty: 3692.913818
	Iteration 32Q: 3 clusters Score -1.061283e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10612857.000000 Penalty: 3692.913818
	Iteration 33Q: 3 clusters Score -1.061286e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84898 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10612937.000000 Penalty: 3692.913818
	Iteration 34Q: 3 clusters Score -1.061294e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10612995.000000 Penalty: 3692.913818
	Iteration 35Q: 3 clusters Score -1.0613e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10613027.000000 Penalty: 3692.913818
	Iteration 36Q: 3 clusters Score -1.061303e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10613060.000000 Penalty: 3692.913818
	Iteration 37Q: 3 clusters Score -1.061306e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10613079.000000 Penalty: 3692.913818
	Iteration 38Q: 3 clusters Score -1.061308e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10613115.000000 Penalty: 3692.913818
	Iteration 39Q: 3 clusters Score -1.061312e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10613133.000000 Penalty: 3692.913818
	Iteration 40F: 3 clusters Score -1.061313e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10613131.000000 Penalty: 3692.913818
	Iteration 41Q: 3 clusters Score -1.061313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10613145.000000 Penalty: 3692.913818
	Iteration 42Q: 3 clusters Score -1.061314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10613174.000000 Penalty: 3692.913818
	Iteration 43Q: 3 clusters Score -1.061317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85338 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10613173.000000 Penalty: 3692.913818
	Iteration 44Q: 3 clusters Score -1.061317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10613180.000000 Penalty: 3692.913818
	Iteration 45Q: 3 clusters Score -1.061318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10613178.000000 Penalty: 3692.913818
	Iteration 46Q: 3 clusters Score -1.061318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10613183.000000 Penalty: 3692.913818
	Iteration 47Q: 3 clusters Score -1.061318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10613185.000000 Penalty: 3692.913818
	Iteration 48Q: 3 clusters Score -1.061318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10613185.000000 Penalty: 3692.913818
	Iteration 49Q: 3 clusters Score -1.061318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10613187.000000 Penalty: 3692.913818
	Iteration 50Q: 3 clusters Score -1.061319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85374 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10613191.000000 Penalty: 3692.913818
	Iteration 51Q: 3 clusters Score -1.061319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10613191.000000 Penalty: 3692.913818
	Iteration 52Q: 3 clusters Score -1.061319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10613191.000000 Penalty: 3692.913818
	Iteration 53F: 3 clusters Score -1.061319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Entering Unmasked Estep 
Score: -3183337.500000 Penalty: 1654.394897
	Iteration 0F: 2 clusters Score -3183338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3165593.000000 Penalty: 3308.789795
	Iteration 0F: 3 clusters Score -3165593 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3172178.500000 Penalty: 3308.789795
	Iteration 1F: 3 clusters Score -3172178 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3172750.000000 Penalty: 3308.789795
	Iteration 2Q: 3 clusters Score -3172750 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3173518.000000 Penalty: 3308.789795
	Iteration 3F: 3 clusters Score -3173518 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3174659.000000 Penalty: 3308.789795
	Iteration 4F: 3 clusters Score -3174659 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -3176285.750000 Penalty: 3308.789795
	Iteration 5F: 3 clusters Score -3176286 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3178160.500000 Penalty: 3308.789795
	Iteration 6F: 3 clusters Score -3178160 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3179780.750000 Penalty: 3308.789795
	Iteration 7F: 3 clusters Score -3179781 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3181077.750000 Penalty: 3308.789795
	Iteration 8Q: 3 clusters Score -3181078 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3182144.750000 Penalty: 3308.789795
	Iteration 9Q: 3 clusters Score -3182145 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3182458.250000 Penalty: 3308.789795
	Iteration 10Q: 3 clusters Score -3182458 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3182534.250000 Penalty: 3308.789795
	Iteration 11Q: 3 clusters Score -3182534 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3182558.250000 Penalty: 3308.789795
	Iteration 12Q: 3 clusters Score -3182558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3182562.250000 Penalty: 3308.789795
	Iteration 13Q: 3 clusters Score -3182562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3182569.500000 Penalty: 3308.789795
	Iteration 14Q: 3 clusters Score -3182570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3182578.000000 Penalty: 3308.789795
	Iteration 15Q: 3 clusters Score -3182578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3182581.250000 Penalty: 3308.789795
	Iteration 16Q: 3 clusters Score -3182581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3182590.000000 Penalty: 3308.789795
	Iteration 17Q: 3 clusters Score -3182590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3182598.000000 Penalty: 3308.789795
	Iteration 18Q: 3 clusters Score -3182598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3182597.750000 Penalty: 3308.789795
	Iteration 19Q: 3 clusters Score -3182598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3182602.000000 Penalty: 3308.789795
	Iteration 20F: 3 clusters Score -3182602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3182604.500000 Penalty: 3308.789795
	Iteration 21Q: 3 clusters Score -3182604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3182608.250000 Penalty: 3308.789795
	Iteration 22Q: 3 clusters Score -3182608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3182608.750000 Penalty: 3308.789795
	Iteration 23Q: 3 clusters Score -3182609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3182615.250000 Penalty: 3308.789795
	Iteration 24Q: 3 clusters Score -3182615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3182619.750000 Penalty: 3308.789795
	Iteration 25Q: 3 clusters Score -3182620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3182622.250000 Penalty: 3308.789795
	Iteration 26Q: 3 clusters Score -3182622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3182626.000000 Penalty: 3308.789795
	Iteration 27Q: 3 clusters Score -3182626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3182631.500000 Penalty: 3308.789795
	Iteration 28Q: 3 clusters Score -3182632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3182630.250000 Penalty: 3308.789795
	Iteration 29Q: 3 clusters Score -3182630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3182633.500000 Penalty: 3308.789795
	Iteration 30Q: 3 clusters Score -3182634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3182634.750000 Penalty: 3308.789795
	Iteration 31Q: 3 clusters Score -3182635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3182631.000000 Penalty: 3308.789795
	Iteration 32Q: 3 clusters Score -3182631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3182630.750000 Penalty: 3308.789795
	Iteration 33Q: 3 clusters Score -3182631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3182631.500000 Penalty: 3308.789795
	Iteration 34Q: 3 clusters Score -3182632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3182636.250000 Penalty: 3308.789795
	Iteration 35Q: 3 clusters Score -3182636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3182633.500000 Penalty: 3308.789795
	Iteration 36Q: 3 clusters Score -3182634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3182635.500000 Penalty: 3308.789795
	Iteration 37Q: 3 clusters Score -3182636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3182640.250000 Penalty: 3308.789795
	Iteration 38Q: 3 clusters Score -3182640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3182639.000000 Penalty: 3308.789795
	Iteration 39Q: 3 clusters Score -3182639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3182640.000000 Penalty: 3308.789795
	Iteration 40F: 3 clusters Score -3182640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3182640.750000 Penalty: 3308.789795
	Iteration 41Q: 3 clusters Score -3182641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3182640.750000 Penalty: 3308.789795
	Iteration 42F: 3 clusters Score -3182641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Entering Unmasked Estep 
Score: -596533.625000 Penalty: 1382.673096
	Iteration 0F: 2 clusters Score -596533.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -592569.125000 Penalty: 2765.346191
	Iteration 0F: 3 clusters Score -592569.1 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -593661.812500 Penalty: 2765.346191
	Iteration 1F: 3 clusters Score -593661.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -593891.687500 Penalty: 2765.346191
	Iteration 2F: 3 clusters Score -593891.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -594046.250000 Penalty: 2765.346191
	Iteration 3F: 3 clusters Score -594046.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -594149.062500 Penalty: 2765.346191
	Iteration 4Q: 3 clusters Score -594149.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -594246.687500 Penalty: 2765.346191
	Iteration 5Q: 3 clusters Score -594246.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -594349.875000 Penalty: 2765.346191
	Iteration 6Q: 3 clusters Score -594349.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -594465.437500 Penalty: 2765.346191
	Iteration 7Q: 3 clusters Score -594465.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -594588.312500 Penalty: 2765.346191
	Iteration 8Q: 3 clusters Score -594588.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -594728.250000 Penalty: 2765.346191
	Iteration 9Q: 3 clusters Score -594728.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -594869.437500 Penalty: 2765.346191
	Iteration 10Q: 3 clusters Score -594869.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -594993.062500 Penalty: 2765.346191
	Iteration 11Q: 3 clusters Score -594993.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -595083.125000 Penalty: 2765.346191
	Iteration 12Q: 3 clusters Score -595083.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -595148.812500 Penalty: 2765.346191
	Iteration 13Q: 3 clusters Score -595148.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -595207.250000 Penalty: 2765.346191
	Iteration 14Q: 3 clusters Score -595207.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -595243.687500 Penalty: 2765.346191
	Iteration 15Q: 3 clusters Score -595243.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -595271.937500 Penalty: 2765.346191
	Iteration 16Q: 3 clusters Score -595271.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -595297.937500 Penalty: 2765.346191
	Iteration 17Q: 3 clusters Score -595297.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -595328.875000 Penalty: 2765.346191
	Iteration 18Q: 3 clusters Score -595328.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -595351.875000 Penalty: 2765.346191
	Iteration 19Q: 3 clusters Score -595351.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -595380.312500 Penalty: 2765.346191
	Iteration 20F: 3 clusters Score -595380.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -595400.125000 Penalty: 2765.346191
	Iteration 21Q: 3 clusters Score -595400.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -595417.187500 Penalty: 2765.346191
	Iteration 22Q: 3 clusters Score -595417.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -595437.875000 Penalty: 2765.346191
	Iteration 23Q: 3 clusters Score -595437.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -595457.250000 Penalty: 2765.346191
	Iteration 24Q: 3 clusters Score -595457.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -595471.625000 Penalty: 2765.346191
	Iteration 25Q: 3 clusters Score -595471.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -595480.312500 Penalty: 2765.346191
	Iteration 26Q: 3 clusters Score -595480.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -595489.125000 Penalty: 2765.346191
	Iteration 27Q: 3 clusters Score -595489.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -595503.125000 Penalty: 2765.346191
	Iteration 28Q: 3 clusters Score -595503.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -595515.250000 Penalty: 2765.346191
	Iteration 29Q: 3 clusters Score -595515.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -595528.562500 Penalty: 2765.346191
	Iteration 30Q: 3 clusters Score -595528.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -595542.625000 Penalty: 2765.346191
	Iteration 31Q: 3 clusters Score -595542.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -595554.937500 Penalty: 2765.346191
	Iteration 32Q: 3 clusters Score -595554.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -595567.937500 Penalty: 2765.346191
	Iteration 33Q: 3 clusters Score -595567.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -595582.375000 Penalty: 2765.346191
	Iteration 34Q: 3 clusters Score -595582.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -595593.562500 Penalty: 2765.346191
	Iteration 35Q: 3 clusters Score -595593.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -595600.500000 Penalty: 2765.346191
	Iteration 36Q: 3 clusters Score -595600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -595601.750000 Penalty: 2765.346191
	Iteration 37Q: 3 clusters Score -595601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -595602.250000 Penalty: 2765.346191
	Iteration 38Q: 3 clusters Score -595602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -595603.562500 Penalty: 2765.346191
	Iteration 39Q: 3 clusters Score -595603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -595603.937500 Penalty: 2765.346191
	Iteration 40F: 3 clusters Score -595603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Entering Unmasked Estep 
Score: -359892.781250 Penalty: 1303.293945
	Iteration 0F: 2 clusters Score -359892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -357130.312500 Penalty: 2606.587891
	Iteration 0F: 3 clusters Score -357130.3 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -357802.625000 Penalty: 2606.587891
	Iteration 1F: 3 clusters Score -357802.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -357948.250000 Penalty: 2606.587891
	Iteration 2F: 3 clusters Score -357948.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -358050.312500 Penalty: 2606.587891
	Iteration 3F: 3 clusters Score -358050.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -358123.093750 Penalty: 2606.587891
	Iteration 4Q: 3 clusters Score -358123.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -358183.000000 Penalty: 2606.587891
	Iteration 5Q: 3 clusters Score -358183 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -358237.468750 Penalty: 2606.587891
	Iteration 6Q: 3 clusters Score -358237.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -358304.750000 Penalty: 2606.587891
	Iteration 7Q: 3 clusters Score -358304.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -358375.031250 Penalty: 2606.587891
	Iteration 8Q: 3 clusters Score -358375 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -358430.812500 Penalty: 2606.587891
	Iteration 9Q: 3 clusters Score -358430.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -358475.968750 Penalty: 2606.587891
	Iteration 10Q: 3 clusters Score -358476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -358514.187500 Penalty: 2606.587891
	Iteration 11Q: 3 clusters Score -358514.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -358544.781250 Penalty: 2606.587891
	Iteration 12Q: 3 clusters Score -358544.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -358585.125000 Penalty: 2606.587891
	Iteration 13Q: 3 clusters Score -358585.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -358626.781250 Penalty: 2606.587891
	Iteration 14Q: 3 clusters Score -358626.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -358663.281250 Penalty: 2606.587891
	Iteration 15Q: 3 clusters Score -358663.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -358702.218750 Penalty: 2606.587891
	Iteration 16Q: 3 clusters Score -358702.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -358734.781250 Penalty: 2606.587891
	Iteration 17Q: 3 clusters Score -358734.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -358770.562500 Penalty: 2606.587891
	Iteration 18Q: 3 clusters Score -358770.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -358801.031250 Penalty: 2606.587891
	Iteration 19Q: 3 clusters Score -358801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -358837.937500 Penalty: 2606.587891
	Iteration 20F: 3 clusters Score -358837.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -358875.218750 Penalty: 2606.587891
	Iteration 21Q: 3 clusters Score -358875.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -358899.406250 Penalty: 2606.587891
	Iteration 22Q: 3 clusters Score -358899.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -358924.156250 Penalty: 2606.587891
	Iteration 23Q: 3 clusters Score -358924.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -358953.375000 Penalty: 2606.587891
	Iteration 24Q: 3 clusters Score -358953.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -358981.468750 Penalty: 2606.587891
	Iteration 25Q: 3 clusters Score -358981.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -359009.031250 Penalty: 2606.587891
	Iteration 26Q: 3 clusters Score -359009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -359041.375000 Penalty: 2606.587891
	Iteration 27Q: 3 clusters Score -359041.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -359070.718750 Penalty: 2606.587891
	Iteration 28Q: 3 clusters Score -359070.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -359090.750000 Penalty: 2606.587891
	Iteration 29Q: 3 clusters Score -359090.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -359107.312500 Penalty: 2606.587891
	Iteration 30Q: 3 clusters Score -359107.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -359125.031250 Penalty: 2606.587891
	Iteration 31Q: 3 clusters Score -359125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -359142.531250 Penalty: 2606.587891
	Iteration 32Q: 3 clusters Score -359142.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -359160.062500 Penalty: 2606.587891
	Iteration 33Q: 3 clusters Score -359160.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -359180.625000 Penalty: 2606.587891
	Iteration 34Q: 3 clusters Score -359180.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -359198.156250 Penalty: 2606.587891
	Iteration 35Q: 3 clusters Score -359198.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -359218.875000 Penalty: 2606.587891
	Iteration 36Q: 3 clusters Score -359218.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -359234.718750 Penalty: 2606.587891
	Iteration 37Q: 3 clusters Score -359234.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -359247.625000 Penalty: 2606.587891
	Iteration 38Q: 3 clusters Score -359247.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -359256.093750 Penalty: 2606.587891
	Iteration 39Q: 3 clusters Score -359256.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -359265.281250 Penalty: 2606.587891
	Iteration 40F: 3 clusters Score -359265.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -359280.625000 Penalty: 2606.587891
	Iteration 41Q: 3 clusters Score -359280.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -359293.812500 Penalty: 2606.587891
	Iteration 42Q: 3 clusters Score -359293.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -359312.468750 Penalty: 2606.587891
	Iteration 43Q: 3 clusters Score -359312.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -359325.781250 Penalty: 2606.587891
	Iteration 44Q: 3 clusters Score -359325.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -359338.843750 Penalty: 2606.587891
	Iteration 45Q: 3 clusters Score -359338.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -359348.093750 Penalty: 2606.587891
	Iteration 46Q: 3 clusters Score -359348.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -359353.250000 Penalty: 2606.587891
	Iteration 47Q: 3 clusters Score -359353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -359356.562500 Penalty: 2606.587891
	Iteration 48Q: 3 clusters Score -359356.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -359362.656250 Penalty: 2606.587891
	Iteration 49Q: 3 clusters Score -359362.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -359365.406250 Penalty: 2606.587891
	Iteration 50Q: 3 clusters Score -359365.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -359368.312500 Penalty: 2606.587891
	Iteration 51Q: 3 clusters Score -359368.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -359368.312500 Penalty: 2606.587891
	Iteration 52F: 3 clusters Score -359368.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Entering Unmasked Estep 
Score: -739636.875000 Penalty: 1416.862549
	Iteration 0F: 2 clusters Score -739636.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -734922.812500 Penalty: 2833.725098
	Iteration 0F: 3 clusters Score -734922.8 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -736246.750000 Penalty: 2833.725098
	Iteration 1F: 3 clusters Score -736246.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -736532.750000 Penalty: 2833.725098
	Iteration 2F: 3 clusters Score -736532.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -736786.937500 Penalty: 2833.725098
	Iteration 3F: 3 clusters Score -736786.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -737032.625000 Penalty: 2833.725098
	Iteration 4F: 3 clusters Score -737032.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -737288.187500 Penalty: 2833.725098
	Iteration 5F: 3 clusters Score -737288.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -737526.562500 Penalty: 2833.725098
	Iteration 6F: 3 clusters Score -737526.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -737764.000000 Penalty: 2833.725098
	Iteration 7F: 3 clusters Score -737764 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -737977.500000 Penalty: 2833.725098
	Iteration 8Q: 3 clusters Score -737977.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -738173.437500 Penalty: 2833.725098
	Iteration 9Q: 3 clusters Score -738173.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -738343.875000 Penalty: 2833.725098
	Iteration 10Q: 3 clusters Score -738343.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -738450.312500 Penalty: 2833.725098
	Iteration 11Q: 3 clusters Score -738450.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -738504.437500 Penalty: 2833.725098
	Iteration 12Q: 3 clusters Score -738504.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -738546.062500 Penalty: 2833.725098
	Iteration 13Q: 3 clusters Score -738546.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -738578.062500 Penalty: 2833.725098
	Iteration 14Q: 3 clusters Score -738578.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -738596.375000 Penalty: 2833.725098
	Iteration 15Q: 3 clusters Score -738596.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -738608.750000 Penalty: 2833.725098
	Iteration 16Q: 3 clusters Score -738608.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -738620.812500 Penalty: 2833.725098
	Iteration 17Q: 3 clusters Score -738620.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -738628.375000 Penalty: 2833.725098
	Iteration 18Q: 3 clusters Score -738628.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -738633.937500 Penalty: 2833.725098
	Iteration 19Q: 3 clusters Score -738633.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -738638.312500 Penalty: 2833.725098
	Iteration 20F: 3 clusters Score -738638.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -738640.500000 Penalty: 2833.725098
	Iteration 21Q: 3 clusters Score -738640.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -738640.250000 Penalty: 2833.725098
	Iteration 22Q: 3 clusters Score -738640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -738640.000000 Penalty: 2833.725098
	Iteration 23Q: 3 clusters Score -738640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -738640.000000 Penalty: 2833.725098
	Iteration 24F: 3 clusters Score -738640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Entering Unmasked Estep 
Score: -1139233.750000 Penalty: 1485.219238
	Iteration 0F: 2 clusters Score -1139234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1132529.500000 Penalty: 2970.438477
	Iteration 0F: 3 clusters Score -1132530 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1134561.125000 Penalty: 2970.438477
	Iteration 1F: 3 clusters Score -1134561 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1134806.500000 Penalty: 2970.438477
	Iteration 2F: 3 clusters Score -1134806 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1135021.500000 Penalty: 2970.438477
	Iteration 3F: 3 clusters Score -1135022 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1135178.000000 Penalty: 2970.438477
	Iteration 4Q: 3 clusters Score -1135178 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1135319.625000 Penalty: 2970.438477
	Iteration 5Q: 3 clusters Score -1135320 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1135435.625000 Penalty: 2970.438477
	Iteration 6Q: 3 clusters Score -1135436 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1135548.375000 Penalty: 2970.438477
	Iteration 7Q: 3 clusters Score -1135548 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1135660.875000 Penalty: 2970.438477
	Iteration 8Q: 3 clusters Score -1135661 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1135781.000000 Penalty: 2970.438477
	Iteration 9Q: 3 clusters Score -1135781 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1135897.625000 Penalty: 2970.438477
	Iteration 10Q: 3 clusters Score -1135898 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1136014.750000 Penalty: 2970.438477
	Iteration 11Q: 3 clusters Score -1136015 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1136130.250000 Penalty: 2970.438477
	Iteration 12Q: 3 clusters Score -1136130 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1136257.000000 Penalty: 2970.438477
	Iteration 13Q: 3 clusters Score -1136257 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1136389.375000 Penalty: 2970.438477
	Iteration 14Q: 3 clusters Score -1136389 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1136548.000000 Penalty: 2970.438477
	Iteration 15Q: 3 clusters Score -1136548 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1136729.375000 Penalty: 2970.438477
	Iteration 16Q: 3 clusters Score -1136729 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1136912.875000 Penalty: 2970.438477
	Iteration 17Q: 3 clusters Score -1136913 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1137066.375000 Penalty: 2970.438477
	Iteration 18Q: 3 clusters Score -1137066 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1137197.500000 Penalty: 2970.438477
	Iteration 19Q: 3 clusters Score -1137198 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1137301.000000 Penalty: 2970.438477
	Iteration 20F: 3 clusters Score -1137301 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1137392.250000 Penalty: 2970.438477
	Iteration 21Q: 3 clusters Score -1137392 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1137483.375000 Penalty: 2970.438477
	Iteration 22Q: 3 clusters Score -1137483 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1137539.750000 Penalty: 2970.438477
	Iteration 23Q: 3 clusters Score -1137540 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1137582.625000 Penalty: 2970.438477
	Iteration 24Q: 3 clusters Score -1137583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1137616.125000 Penalty: 2970.438477
	Iteration 25Q: 3 clusters Score -1137616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1137643.125000 Penalty: 2970.438477
	Iteration 26Q: 3 clusters Score -1137643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1137663.625000 Penalty: 2970.438477
	Iteration 27Q: 3 clusters Score -1137664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1137688.875000 Penalty: 2970.438477
	Iteration 28Q: 3 clusters Score -1137689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1137718.375000 Penalty: 2970.438477
	Iteration 29Q: 3 clusters Score -1137718 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1137755.750000 Penalty: 2970.438477
	Iteration 30Q: 3 clusters Score -1137756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1137783.375000 Penalty: 2970.438477
	Iteration 31Q: 3 clusters Score -1137783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1137813.375000 Penalty: 2970.438477
	Iteration 32Q: 3 clusters Score -1137813 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1137838.500000 Penalty: 2970.438477
	Iteration 33Q: 3 clusters Score -1137838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1137864.125000 Penalty: 2970.438477
	Iteration 34Q: 3 clusters Score -1137864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1137885.125000 Penalty: 2970.438477
	Iteration 35Q: 3 clusters Score -1137885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1137898.250000 Penalty: 2970.438477
	Iteration 36Q: 3 clusters Score -1137898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1137914.500000 Penalty: 2970.438477
	Iteration 37Q: 3 clusters Score -1137914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1137922.125000 Penalty: 2970.438477
	Iteration 38Q: 3 clusters Score -1137922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1137938.250000 Penalty: 2970.438477
	Iteration 39Q: 3 clusters Score -1137938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1137948.125000 Penalty: 2970.438477
	Iteration 40F: 3 clusters Score -1137948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1137957.250000 Penalty: 2970.438477
	Iteration 41Q: 3 clusters Score -1137957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1137965.125000 Penalty: 2970.438477
	Iteration 42Q: 3 clusters Score -1137965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1137971.875000 Penalty: 2970.438477
	Iteration 43Q: 3 clusters Score -1137972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1137979.875000 Penalty: 2970.438477
	Iteration 44Q: 3 clusters Score -1137980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1137985.000000 Penalty: 2970.438477
	Iteration 45Q: 3 clusters Score -1137985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1137992.000000 Penalty: 2970.438477
	Iteration 46Q: 3 clusters Score -1137992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1137997.750000 Penalty: 2970.438477
	Iteration 47Q: 3 clusters Score -1137998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1137999.500000 Penalty: 2970.438477
	Iteration 48Q: 3 clusters Score -1138000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1138004.625000 Penalty: 2970.438477
	Iteration 49Q: 3 clusters Score -1138005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1138007.250000 Penalty: 2970.438477
	Iteration 50Q: 3 clusters Score -1138007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1138008.875000 Penalty: 2970.438477
	Iteration 51Q: 3 clusters Score -1138009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1138011.625000 Penalty: 2970.438477
	Iteration 52Q: 3 clusters Score -1138012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1138014.750000 Penalty: 2970.438477
	Iteration 53Q: 3 clusters Score -1138015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1138020.000000 Penalty: 2970.438477
	Iteration 54Q: 3 clusters Score -1138020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1138019.750000 Penalty: 2970.438477
	Iteration 55Q: 3 clusters Score -1138020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1138023.750000 Penalty: 2970.438477
	Iteration 56Q: 3 clusters Score -1138024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1138026.000000 Penalty: 2970.438477
	Iteration 57Q: 3 clusters Score -1138026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1138026.375000 Penalty: 2970.438477
	Iteration 58Q: 3 clusters Score -1138026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1138030.125000 Penalty: 2970.438477
	Iteration 59Q: 3 clusters Score -1138030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1138031.375000 Penalty: 2970.438477
	Iteration 60F: 3 clusters Score -1138031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1138033.125000 Penalty: 2970.438477
	Iteration 61Q: 3 clusters Score -1138033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1138035.625000 Penalty: 2970.438477
	Iteration 62Q: 3 clusters Score -1138036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1138036.375000 Penalty: 2970.438477
	Iteration 63Q: 3 clusters Score -1138036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1138040.500000 Penalty: 2970.438477
	Iteration 64Q: 3 clusters Score -1138040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1138040.625000 Penalty: 2970.438477
	Iteration 65Q: 3 clusters Score -1138041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1138041.000000 Penalty: 2970.438477
	Iteration 66Q: 3 clusters Score -1138041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1138041.750000 Penalty: 2970.438477
	Iteration 67Q: 3 clusters Score -1138042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1138041.750000 Penalty: 2970.438477
	Iteration 68F: 3 clusters Score -1138042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32310.091797 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -32310.09 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 178 members 
Entering Unmasked Estep 
Score: -31433.289062 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -31433.29 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31565.464844 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -31565.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31673.666016 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -31673.67 nChanged 21
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: -31775.550781 Penalty: 1889.592529
	Iteration 3F: 3 clusters Score -31775.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31955.324219 Penalty: 1889.592529
	Iteration 4F: 3 clusters Score -31955.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32091.824219 Penalty: 1889.592529
	Iteration 5F: 3 clusters Score -32091.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32187.142578 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -32187.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32291.841797 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -32291.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32332.125000 Penalty: 1889.592529
	Iteration 8Q: 3 clusters Score -32332.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32364.355469 Penalty: 1889.592529
	Iteration 9Q: 3 clusters Score -32364.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32368.697266 Penalty: 1889.592529
	Iteration 10Q: 3 clusters Score -32368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32373.244141 Penalty: 1889.592529
	Iteration 11Q: 3 clusters Score -32373.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32373.244141 Penalty: 1889.592529
	Iteration 12F: 3 clusters Score -32373.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96745 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 95359 members 
Mstep: Class 4 contains 80212 members 
Mstep: Class 5 contains 86878 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 29362 members 
Mstep: Class 11 contains 97899 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 10187 members 
Mstep: Class 14 contains 9390 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 90207 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 797 members 
Mstep: Class 23 contains 86061 members 
Mstep: Class 24 contains 26394 members 
Mstep: Class 25 contains 4958 members 
Mstep: Class 26 contains 3042 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 9319 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 110 members 
Entering Unmasked Estep 
Score: -102245360.000000 Penalty: 70941.500000
Splitting cluster 29 changes total score from -102246584.000000 to -102245360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -10104.012695 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -10104.01 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 81 members 
Entering Unmasked Estep 
Score: -9520.708008 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -9520.708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9654.772461 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -9654.772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9821.734375 Penalty: 1693.083008
	Iteration 2F: 3 clusters Score -9821.734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9937.679688 Penalty: 1693.083008
	Iteration 3F: 3 clusters Score -9937.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9951.428711 Penalty: 1693.083008
	Iteration 4Q: 3 clusters Score -9951.429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9951.428711 Penalty: 1693.083008
	Iteration 5F: 3 clusters Score -9951.429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -33691.328125 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -33691.33 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 192 members 
Entering Unmasked Estep 
Score: -32812.406250 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -32812.41 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33071.933594 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -33071.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33234.460938 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -33234.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33303.203125 Penalty: 1914.784302
	Iteration 3F: 3 clusters Score -33303.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33368.554688 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -33368.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33447.503906 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -33447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33513.109375 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -33513.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33565.414062 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -33565.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33579.921875 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -33579.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33594.406250 Penalty: 1914.784302
	Iteration 9Q: 3 clusters Score -33594.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33627.722656 Penalty: 1914.784302
	Iteration 10Q: 3 clusters Score -33627.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33647.179688 Penalty: 1914.784302
	Iteration 11Q: 3 clusters Score -33647.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33654.929688 Penalty: 1914.784302
	Iteration 12Q: 3 clusters Score -33654.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33657.417969 Penalty: 1914.784302
	Iteration 13Q: 3 clusters Score -33657.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33674.613281 Penalty: 1914.784302
	Iteration 14Q: 3 clusters Score -33674.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33676.625000 Penalty: 1914.784302
	Iteration 15Q: 3 clusters Score -33676.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33678.121094 Penalty: 1914.784302
	Iteration 16F: 3 clusters Score -33678.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33692.011719 Penalty: 1914.784302
	Iteration 17Q: 3 clusters Score -33692.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33693.886719 Penalty: 1914.784302
	Iteration 18Q: 3 clusters Score -33693.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33693.886719 Penalty: 1914.784302
	Iteration 19F: 3 clusters Score -33693.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96745 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 95359 members 
Mstep: Class 4 contains 80212 members 
Mstep: Class 5 contains 86878 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 29362 members 
Mstep: Class 11 contains 97899 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 10187 members 
Mstep: Class 14 contains 9390 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 90207 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 797 members 
Mstep: Class 23 contains 86061 members 
Mstep: Class 24 contains 26394 members 
Mstep: Class 25 contains 4958 members 
Mstep: Class 26 contains 3042 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 9319 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 234 members 
Mstep: Class 32 contains 128 members 
Entering Unmasked Estep 
Score: -102245368.000000 Penalty: 70941.500000
Splitting cluster 31 changes total score from -102246584.000000 to -102245368.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96745 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 95359 members 
Mstep: Class 4 contains 80212 members 
Mstep: Class 5 contains 86878 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 29362 members 
Mstep: Class 11 contains 97899 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 10187 members 
Mstep: Class 14 contains 9390 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 90207 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 797 members 
Mstep: Class 23 contains 86061 members 
Mstep: Class 24 contains 26394 members 
Mstep: Class 25 contains 4958 members 
Mstep: Class 26 contains 3042 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 9319 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246616.000000 Penalty: 68724.578125
Iteration 119Q: 32 clusters Score -1.022466e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 6410 members 
Mstep: Class 3 contains 95360 members 
Mstep: Class 4 contains 80071 members 
Mstep: Class 5 contains 87066 members 
Mstep: Class 6 contains 1920 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 29367 members 
Mstep: Class 11 contains 97870 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 10201 members 
Mstep: Class 14 contains 9376 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 90143 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 79023 members 
Mstep: Class 19 contains 5050 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 302 members 
Mstep: Class 22 contains 827 members 
Mstep: Class 23 contains 86075 members 
Mstep: Class 24 contains 26428 members 
Mstep: Class 25 contains 4953 members 
Mstep: Class 26 contains 3039 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 9321 members 
Mstep: Class 29 contains 337 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246616.000000 Penalty: 68724.578125
Iteration 120F: 32 clusters Score -1.022466e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 95362 members 
Mstep: Class 4 contains 79965 members 
Mstep: Class 5 contains 87249 members 
Mstep: Class 6 contains 1920 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 29372 members 
Mstep: Class 11 contains 97839 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 9360 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 90082 members 
Mstep: Class 17 contains 3928 members 
Mstep: Class 18 contains 78976 members 
Mstep: Class 19 contains 5058 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 86075 members 
Mstep: Class 24 contains 26458 members 
Mstep: Class 25 contains 4952 members 
Mstep: Class 26 contains 3036 members 
Mstep: Class 27 contains 6131 members 
Mstep: Class 28 contains 9323 members 
Mstep: Class 29 contains 337 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246600.000000 Penalty: 68724.578125
Iteration 121Q: 32 clusters Score -1.022466e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 6423 members 
Mstep: Class 3 contains 95365 members 
Mstep: Class 4 contains 79865 members 
Mstep: Class 5 contains 87396 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 29371 members 
Mstep: Class 11 contains 97805 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 9343 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 90026 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 78957 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 86083 members 
Mstep: Class 24 contains 26476 members 
Mstep: Class 25 contains 4950 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 6135 members 
Mstep: Class 28 contains 9329 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246824.000000 Penalty: 68724.578125
Iteration 122Q: 32 clusters Score -1.022468e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 6421 members 
Mstep: Class 3 contains 95364 members 
Mstep: Class 4 contains 79764 members 
Mstep: Class 5 contains 87526 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 3595 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 97749 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 10256 members 
Mstep: Class 14 contains 9328 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 89969 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 78965 members 
Mstep: Class 19 contains 5072 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 1028 members 
Mstep: Class 23 contains 86081 members 
Mstep: Class 24 contains 26497 members 
Mstep: Class 25 contains 4953 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 6137 members 
Mstep: Class 28 contains 9335 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247176.000000 Penalty: 68724.578125
Iteration 123Q: 32 clusters Score -1.022472e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96716 members 
Mstep: Class 2 contains 6419 members 
Mstep: Class 3 contains 95346 members 
Mstep: Class 4 contains 79654 members 
Mstep: Class 5 contains 87691 members 
Mstep: Class 6 contains 1922 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 29391 members 
Mstep: Class 11 contains 97680 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 10273 members 
Mstep: Class 14 contains 9311 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 89957 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 78924 members 
Mstep: Class 19 contains 5081 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 86080 members 
Mstep: Class 24 contains 26518 members 
Mstep: Class 25 contains 4956 members 
Mstep: Class 26 contains 3024 members 
Mstep: Class 27 contains 6135 members 
Mstep: Class 28 contains 9337 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247224.000000 Penalty: 68724.578125
Iteration 124Q: 32 clusters Score -1.022472e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 6422 members 
Mstep: Class 3 contains 95338 members 
Mstep: Class 4 contains 79518 members 
Mstep: Class 5 contains 87792 members 
Mstep: Class 6 contains 1922 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 29393 members 
Mstep: Class 11 contains 97640 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 9293 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 16 contains 89940 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 78933 members 
Mstep: Class 19 contains 5088 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 1217 members 
Mstep: Class 23 contains 86105 members 
Mstep: Class 24 contains 26525 members 
Mstep: Class 25 contains 4955 members 
Mstep: Class 26 contains 3012 members 
Mstep: Class 27 contains 6130 members 
Mstep: Class 28 contains 9342 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247272.000000 Penalty: 68724.578125
Iteration 125Q: 32 clusters Score -1.022473e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 95324 members 
Mstep: Class 4 contains 79373 members 
Mstep: Class 5 contains 87905 members 
Mstep: Class 6 contains 1923 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 29383 members 
Mstep: Class 11 contains 97541 members 
Mstep: Class 12 contains 1829 members 
Mstep: Class 13 contains 10317 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 16 contains 89948 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 78945 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2097 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 1331 members 
Mstep: Class 23 contains 86163 members 
Mstep: Class 24 contains 26528 members 
Mstep: Class 25 contains 4959 members 
Mstep: Class 26 contains 3003 members 
Mstep: Class 27 contains 6118 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247608.000000 Penalty: 68724.578125
Iteration 126Q: 32 clusters Score -1.022476e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 6436 members 
Mstep: Class 3 contains 95301 members 
Mstep: Class 4 contains 79249 members 
Mstep: Class 5 contains 88012 members 
Mstep: Class 6 contains 1925 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 97479 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 9272 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 16 contains 89904 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 78974 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 1451 members 
Mstep: Class 23 contains 86223 members 
Mstep: Class 24 contains 26509 members 
Mstep: Class 25 contains 4958 members 
Mstep: Class 26 contains 2996 members 
Mstep: Class 27 contains 6113 members 
Mstep: Class 28 contains 9344 members 
Mstep: Class 29 contains 337 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247848.000000 Penalty: 68724.578125
Iteration 127Q: 32 clusters Score -1.022478e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 6449 members 
Mstep: Class 3 contains 95263 members 
Mstep: Class 4 contains 79122 members 
Mstep: Class 5 contains 88115 members 
Mstep: Class 6 contains 1925 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 9271 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 16 contains 89850 members 
Mstep: Class 17 contains 3911 members 
Mstep: Class 18 contains 79004 members 
Mstep: Class 19 contains 5101 members 
Mstep: Class 20 contains 2092 members 
Mstep: Class 21 contains 303 members 
Mstep: Class 22 contains 1562 members 
Mstep: Class 23 contains 86308 members 
Mstep: Class 24 contains 26489 members 
Mstep: Class 25 contains 4952 members 
Mstep: Class 26 contains 2982 members 
Mstep: Class 27 contains 6105 members 
Mstep: Class 28 contains 9344 members 
Mstep: Class 29 contains 337 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247992.000000 Penalty: 68724.578125
Iteration 128Q: 32 clusters Score -1.02248e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 95231 members 
Mstep: Class 4 contains 78996 members 
Mstep: Class 5 contains 88194 members 
Mstep: Class 6 contains 1929 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 97356 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 10352 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 89800 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 79041 members 
Mstep: Class 19 contains 5103 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 303 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 86372 members 
Mstep: Class 24 contains 26470 members 
Mstep: Class 25 contains 4945 members 
Mstep: Class 26 contains 2969 members 
Mstep: Class 27 contains 6102 members 
Mstep: Class 28 contains 9344 members 
Mstep: Class 29 contains 337 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247968.000000 Penalty: 68724.578125
Iteration 129Q: 32 clusters Score -1.02248e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 6471 members 
Mstep: Class 3 contains 95207 members 
Mstep: Class 4 contains 78904 members 
Mstep: Class 5 contains 88286 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 29384 members 
Mstep: Class 11 contains 97270 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 10372 members 
Mstep: Class 14 contains 9249 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 89772 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 79052 members 
Mstep: Class 19 contains 5104 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 303 members 
Mstep: Class 22 contains 1801 members 
Mstep: Class 23 contains 86446 members 
Mstep: Class 24 contains 26446 members 
Mstep: Class 25 contains 4947 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 6097 members 
Mstep: Class 28 contains 9345 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247992.000000 Penalty: 68724.578125
Iteration 130Q: 32 clusters Score -1.02248e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 95170 members 
Mstep: Class 4 contains 78810 members 
Mstep: Class 5 contains 88333 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 97200 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 9233 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 89773 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 305 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 86515 members 
Mstep: Class 24 contains 26413 members 
Mstep: Class 25 contains 4941 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 6097 members 
Mstep: Class 28 contains 9351 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248376.000000 Penalty: 68724.578125
Iteration 131Q: 32 clusters Score -1.022484e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96713 members 
Mstep: Class 2 contains 6489 members 
Mstep: Class 3 contains 95150 members 
Mstep: Class 4 contains 78741 members 
Mstep: Class 5 contains 88344 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 11 contains 97130 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 10409 members 
Mstep: Class 14 contains 9223 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 89770 members 
Mstep: Class 17 contains 3886 members 
Mstep: Class 18 contains 79099 members 
Mstep: Class 19 contains 5114 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 305 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 86594 members 
Mstep: Class 24 contains 26383 members 
Mstep: Class 25 contains 4941 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 6095 members 
Mstep: Class 28 contains 9354 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248616.000000 Penalty: 68724.578125
Iteration 132Q: 32 clusters Score -1.022486e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 95137 members 
Mstep: Class 4 contains 78693 members 
Mstep: Class 5 contains 88348 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 29378 members 
Mstep: Class 11 contains 97041 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 10432 members 
Mstep: Class 14 contains 9212 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 16 contains 89768 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 79128 members 
Mstep: Class 19 contains 5121 members 
Mstep: Class 20 contains 2075 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 2106 members 
Mstep: Class 23 contains 86695 members 
Mstep: Class 24 contains 26351 members 
Mstep: Class 25 contains 4936 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 6093 members 
Mstep: Class 28 contains 9351 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248920.000000 Penalty: 68724.578125
Iteration 133Q: 32 clusters Score -1.022489e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96710 members 
Mstep: Class 2 contains 6520 members 
Mstep: Class 3 contains 95110 members 
Mstep: Class 4 contains 78657 members 
Mstep: Class 5 contains 88373 members 
Mstep: Class 6 contains 1927 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 29364 members 
Mstep: Class 11 contains 96941 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 10457 members 
Mstep: Class 14 contains 9194 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 16 contains 89760 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 79138 members 
Mstep: Class 19 contains 5124 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 86796 members 
Mstep: Class 24 contains 26312 members 
Mstep: Class 25 contains 4940 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 6096 members 
Mstep: Class 28 contains 9351 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248792.000000 Penalty: 68724.578125
Iteration 134Q: 32 clusters Score -1.022488e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 95106 members 
Mstep: Class 4 contains 78621 members 
Mstep: Class 5 contains 88410 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 29339 members 
Mstep: Class 11 contains 96895 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 10473 members 
Mstep: Class 14 contains 9184 members 
Mstep: Class 15 contains 1959 members 
Mstep: Class 16 contains 89722 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 79144 members 
Mstep: Class 19 contains 5132 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 2211 members 
Mstep: Class 23 contains 86870 members 
Mstep: Class 24 contains 26276 members 
Mstep: Class 25 contains 4937 members 
Mstep: Class 26 contains 2873 members 
Mstep: Class 27 contains 6099 members 
Mstep: Class 28 contains 9350 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249080.000000 Penalty: 68724.578125
Iteration 135Q: 32 clusters Score -1.022491e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 6581 members 
Mstep: Class 3 contains 95100 members 
Mstep: Class 4 contains 78583 members 
Mstep: Class 5 contains 88432 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 29312 members 
Mstep: Class 11 contains 96860 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 9178 members 
Mstep: Class 15 contains 1963 members 
Mstep: Class 16 contains 89702 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 79147 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 2064 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 86948 members 
Mstep: Class 24 contains 26234 members 
Mstep: Class 25 contains 4936 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 6099 members 
Mstep: Class 28 contains 9345 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248984.000000 Penalty: 68724.578125
Iteration 136Q: 32 clusters Score -1.02249e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 6611 members 
Mstep: Class 3 contains 95093 members 
Mstep: Class 4 contains 78559 members 
Mstep: Class 5 contains 88437 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 10 contains 29297 members 
Mstep: Class 11 contains 96837 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 9168 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 89682 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 79144 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2272 members 
Mstep: Class 23 contains 87012 members 
Mstep: Class 24 contains 26202 members 
Mstep: Class 25 contains 4937 members 
Mstep: Class 26 contains 2837 members 
Mstep: Class 27 contains 6096 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248984.000000 Penalty: 68724.578125
Iteration 137Q: 32 clusters Score -1.02249e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 6634 members 
Mstep: Class 3 contains 95084 members 
Mstep: Class 4 contains 78528 members 
Mstep: Class 5 contains 88469 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 453 members 
Mstep: Class 10 contains 29284 members 
Mstep: Class 11 contains 96814 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 9152 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 89658 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 79132 members 
Mstep: Class 19 contains 5167 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2312 members 
Mstep: Class 23 contains 87082 members 
Mstep: Class 24 contains 26165 members 
Mstep: Class 25 contains 4936 members 
Mstep: Class 26 contains 2825 members 
Mstep: Class 27 contains 6100 members 
Mstep: Class 28 contains 9337 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249128.000000 Penalty: 68724.578125
Iteration 138Q: 32 clusters Score -1.022491e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 6649 members 
Mstep: Class 3 contains 95071 members 
Mstep: Class 4 contains 78524 members 
Mstep: Class 5 contains 88484 members 
Mstep: Class 6 contains 1913 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 456 members 
Mstep: Class 10 contains 29267 members 
Mstep: Class 11 contains 96796 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 10542 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 89615 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 79143 members 
Mstep: Class 19 contains 5177 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 87141 members 
Mstep: Class 24 contains 26138 members 
Mstep: Class 25 contains 4937 members 
Mstep: Class 26 contains 2811 members 
Mstep: Class 27 contains 6107 members 
Mstep: Class 28 contains 9328 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249040.000000 Penalty: 68724.578125
Iteration 139Q: 32 clusters Score -1.02249e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 6675 members 
Mstep: Class 3 contains 95066 members 
Mstep: Class 4 contains 78527 members 
Mstep: Class 5 contains 88514 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 456 members 
Mstep: Class 10 contains 29253 members 
Mstep: Class 11 contains 96784 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 10553 members 
Mstep: Class 14 contains 9133 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 89559 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 79135 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 87183 members 
Mstep: Class 24 contains 26110 members 
Mstep: Class 25 contains 4937 members 
Mstep: Class 26 contains 2794 members 
Mstep: Class 27 contains 6115 members 
Mstep: Class 28 contains 9323 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249512.000000 Penalty: 68724.578125
Iteration 140F: 32 clusters Score -1.022495e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 95040 members 
Mstep: Class 4 contains 78531 members 
Mstep: Class 5 contains 88512 members 
Mstep: Class 6 contains 1904 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 29245 members 
Mstep: Class 11 contains 96778 members 
Mstep: Class 12 contains 1827 members 
Mstep: Class 13 contains 10568 members 
Mstep: Class 14 contains 9123 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 89539 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 79140 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 2055 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2438 members 
Mstep: Class 23 contains 87199 members 
Mstep: Class 24 contains 26080 members 
Mstep: Class 25 contains 4935 members 
Mstep: Class 26 contains 2772 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 9321 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249680.000000 Penalty: 68724.578125
Iteration 141Q: 32 clusters Score -1.022497e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 95023 members 
Mstep: Class 4 contains 78537 members 
Mstep: Class 5 contains 88509 members 
Mstep: Class 6 contains 1898 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 29235 members 
Mstep: Class 11 contains 96777 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 10579 members 
Mstep: Class 14 contains 9122 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 89504 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79146 members 
Mstep: Class 19 contains 5203 members 
Mstep: Class 20 contains 2056 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2466 members 
Mstep: Class 23 contains 87231 members 
Mstep: Class 24 contains 26052 members 
Mstep: Class 25 contains 4932 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 9319 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249824.000000 Penalty: 68724.578125
Iteration 142Q: 32 clusters Score -1.022498e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 6770 members 
Mstep: Class 3 contains 95013 members 
Mstep: Class 4 contains 78529 members 
Mstep: Class 5 contains 88497 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 29232 members 
Mstep: Class 11 contains 96743 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 10589 members 
Mstep: Class 14 contains 9119 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 89521 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 79133 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 2055 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 87262 members 
Mstep: Class 24 contains 26032 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2752 members 
Mstep: Class 27 contains 6118 members 
Mstep: Class 28 contains 9320 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249936.000000 Penalty: 68724.578125
Iteration 143Q: 32 clusters Score -1.022499e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 6799 members 
Mstep: Class 3 contains 95007 members 
Mstep: Class 4 contains 78522 members 
Mstep: Class 5 contains 88511 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 29227 members 
Mstep: Class 11 contains 96703 members 
Mstep: Class 12 contains 1827 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 9119 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 89517 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 79119 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 87295 members 
Mstep: Class 24 contains 26004 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2743 members 
Mstep: Class 27 contains 6123 members 
Mstep: Class 28 contains 9322 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249848.000000 Penalty: 68724.578125
Iteration 144Q: 32 clusters Score -1.022498e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 6828 members 
Mstep: Class 3 contains 95009 members 
Mstep: Class 4 contains 78482 members 
Mstep: Class 5 contains 88516 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 29223 members 
Mstep: Class 11 contains 96673 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 10595 members 
Mstep: Class 14 contains 9114 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 89525 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79118 members 
Mstep: Class 19 contains 5222 members 
Mstep: Class 20 contains 2052 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 87346 members 
Mstep: Class 24 contains 25983 members 
Mstep: Class 25 contains 4930 members 
Mstep: Class 26 contains 2729 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 9323 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102250000.000000 Penalty: 68724.578125
Iteration 145Q: 32 clusters Score -1.0225e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 6855 members 
Mstep: Class 3 contains 95005 members 
Mstep: Class 4 contains 78464 members 
Mstep: Class 5 contains 88496 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 29220 members 
Mstep: Class 11 contains 96644 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 10596 members 
Mstep: Class 14 contains 9116 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 89537 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 79134 members 
Mstep: Class 19 contains 5231 members 
Mstep: Class 20 contains 2049 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2529 members 
Mstep: Class 23 contains 87395 members 
Mstep: Class 24 contains 25963 members 
Mstep: Class 25 contains 4930 members 
Mstep: Class 26 contains 2717 members 
Mstep: Class 27 contains 6125 members 
Mstep: Class 28 contains 9322 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249800.000000 Penalty: 68724.578125
Iteration 146Q: 32 clusters Score -1.022498e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 3 contains 95014 members 
Mstep: Class 4 contains 78445 members 
Mstep: Class 5 contains 88473 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 96640 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 9115 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 16 contains 89552 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 79142 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 87424 members 
Mstep: Class 24 contains 25945 members 
Mstep: Class 25 contains 4930 members 
Mstep: Class 26 contains 2702 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 9316 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249864.000000 Penalty: 68724.578125
Iteration 147Q: 32 clusters Score -1.022499e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 6891 members 
Mstep: Class 3 contains 95016 members 
Mstep: Class 4 contains 78442 members 
Mstep: Class 5 contains 88421 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 96622 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 10610 members 
Mstep: Class 14 contains 9111 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 89579 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 79165 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 87462 members 
Mstep: Class 24 contains 25928 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2691 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 9317 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102250000.000000 Penalty: 68724.578125
Iteration 148Q: 32 clusters Score -1.0225e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 6901 members 
Mstep: Class 3 contains 95021 members 
Mstep: Class 4 contains 78443 members 
Mstep: Class 5 contains 88390 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 29195 members 
Mstep: Class 11 contains 96607 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 10619 members 
Mstep: Class 14 contains 9112 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 89582 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 79181 members 
Mstep: Class 19 contains 5257 members 
Mstep: Class 20 contains 2039 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2553 members 
Mstep: Class 23 contains 87493 members 
Mstep: Class 24 contains 25919 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2673 members 
Mstep: Class 27 contains 6125 members 
Mstep: Class 28 contains 9317 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 544 members 
Entering Unmasked Estep 
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Score: -102249760.000000 Penalty: 68724.578125
Iteration 149Q: 32 clusters Score -1.022498e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 95018 members 
Mstep: Class 4 contains 78439 members 
Mstep: Class 5 contains 88370 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 29196 members 
Mstep: Class 11 contains 96592 members 
Mstep: Class 12 contains 1829 members 
Mstep: Class 13 contains 10630 members 
Mstep: Class 14 contains 9111 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 89611 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 79178 members 
Mstep: Class 19 contains 5262 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 87503 members 
Mstep: Class 24 contains 25901 members 
Mstep: Class 25 contains 4930 members 
Mstep: Class 26 contains 2661 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 9317 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 545 members 
Entering Unmasked Estep 
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Score: -102249816.000000 Penalty: 68724.578125
Iteration 150Q: 32 clusters Score -1.022498e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96620 members 
Mstep: Class 2 contains 6933 members 
Mstep: Class 3 contains 95023 members 
Mstep: Class 4 contains 78432 members 
Mstep: Class 5 contains 88342 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 29192 members 
Mstep: Class 11 contains 96583 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 10636 members 
Mstep: Class 14 contains 9105 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 89636 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 79175 members 
Mstep: Class 19 contains 5270 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 87526 members 
Mstep: Class 24 contains 25884 members 
Mstep: Class 25 contains 4927 members 
Mstep: Class 26 contains 2648 members 
Mstep: Class 27 contains 6125 members 
Mstep: Class 28 contains 9313 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 545 members 
Entering Unmasked Estep 
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Iteration 151Q: 32 clusters Score -1.022496e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96615 members 
Mstep: Class 2 contains 6951 members 
Mstep: Class 3 contains 95028 members 
Mstep: Class 4 contains 78435 members 
Mstep: Class 5 contains 88311 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 96599 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 10647 members 
Mstep: Class 14 contains 9102 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 89651 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79162 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 87529 members 
Mstep: Class 24 contains 25862 members 
Mstep: Class 25 contains 4927 members 
Mstep: Class 26 contains 2636 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 9313 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 546 members 
Entering Unmasked Estep 
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Iteration 152Q: 32 clusters Score -1.022497e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 6964 members 
Mstep: Class 3 contains 95026 members 
Mstep: Class 4 contains 78445 members 
Mstep: Class 5 contains 88258 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 96631 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 10657 members 
Mstep: Class 14 contains 9099 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 89655 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 18 contains 79167 members 
Mstep: Class 19 contains 5280 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2593 members 
Mstep: Class 23 contains 87527 members 
Mstep: Class 24 contains 25853 members 
Mstep: Class 25 contains 4928 members 
Mstep: Class 26 contains 2633 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 9310 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 546 members 
Entering Unmasked Estep 
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Iteration 153Q: 32 clusters Score -1.022497e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96601 members 
Mstep: Class 2 contains 6981 members 
Mstep: Class 3 contains 95026 members 
Mstep: Class 4 contains 78448 members 
Mstep: Class 5 contains 88220 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 96676 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 10660 members 
Mstep: Class 14 contains 9096 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 89650 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 79157 members 
Mstep: Class 19 contains 5281 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2597 members 
Mstep: Class 23 contains 87549 members 
Mstep: Class 24 contains 25831 members 
Mstep: Class 25 contains 4929 members 
Mstep: Class 26 contains 2636 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 9309 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249728.000000 Penalty: 68724.578125
Iteration 154Q: 32 clusters Score -1.022497e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 6993 members 
Mstep: Class 3 contains 95028 members 
Mstep: Class 4 contains 78467 members 
Mstep: Class 5 contains 88208 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 29153 members 
Mstep: Class 11 contains 96683 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 10666 members 
Mstep: Class 14 contains 9092 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 89649 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79150 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 2022 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 87556 members 
Mstep: Class 24 contains 25816 members 
Mstep: Class 25 contains 4928 members 
Mstep: Class 26 contains 2632 members 
Mstep: Class 27 contains 6130 members 
Mstep: Class 28 contains 9303 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249896.000000 Penalty: 68724.578125
Iteration 155Q: 32 clusters Score -1.022499e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 95033 members 
Mstep: Class 4 contains 78503 members 
Mstep: Class 5 contains 88192 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 29139 members 
Mstep: Class 11 contains 96674 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 10674 members 
Mstep: Class 14 contains 9085 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 89660 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79136 members 
Mstep: Class 19 contains 5286 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 87557 members 
Mstep: Class 24 contains 25805 members 
Mstep: Class 25 contains 4929 members 
Mstep: Class 26 contains 2634 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 9300 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249920.000000 Penalty: 68724.578125
Iteration 156Q: 32 clusters Score -1.022499e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96596 members 
Mstep: Class 2 contains 7009 members 
Mstep: Class 3 contains 95038 members 
Mstep: Class 4 contains 78524 members 
Mstep: Class 5 contains 88168 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29124 members 
Mstep: Class 11 contains 96683 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 10680 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 89670 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79118 members 
Mstep: Class 19 contains 5289 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2609 members 
Mstep: Class 23 contains 87572 members 
Mstep: Class 24 contains 25784 members 
Mstep: Class 25 contains 4926 members 
Mstep: Class 26 contains 2632 members 
Mstep: Class 27 contains 6133 members 
Mstep: Class 28 contains 9298 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249808.000000 Penalty: 68724.578125
Iteration 157Q: 32 clusters Score -1.022498e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96590 members 
Mstep: Class 2 contains 7029 members 
Mstep: Class 3 contains 95042 members 
Mstep: Class 4 contains 78534 members 
Mstep: Class 5 contains 88144 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29115 members 
Mstep: Class 11 contains 96695 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 10685 members 
Mstep: Class 14 contains 9078 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 89674 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79110 members 
Mstep: Class 19 contains 5290 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 87581 members 
Mstep: Class 24 contains 25762 members 
Mstep: Class 25 contains 4924 members 
Mstep: Class 26 contains 2634 members 
Mstep: Class 27 contains 6137 members 
Mstep: Class 28 contains 9300 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249840.000000 Penalty: 68724.578125
Iteration 158Q: 32 clusters Score -1.022498e+08 nChanged 550
Entering ConstructFrom: 
Score: -102249840.000000 Penalty: 68724.578125
Entering ConstructFrom: 
Trying to split cluster 1 (96586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96586 members 
Entering Unmasked Estep 
Score: -12108432.000000 Penalty: 1865.205811
	Iteration 0F: 2 clusters Score -1.210843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -12046650.000000 Penalty: 3730.411621
	Iteration 0F: 3 clusters Score -1.204665e+07 nChanged 46303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -12073838.000000 Penalty: 3730.411621
	Iteration 1F: 3 clusters Score -1.207384e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -12074969.000000 Penalty: 3730.411621
	Iteration 2Q: 3 clusters Score -1.207497e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -12076608.000000 Penalty: 3730.411621
	Iteration 3F: 3 clusters Score -1.207661e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -12079097.000000 Penalty: 3730.411621
	Iteration 4F: 3 clusters Score -1.20791e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -12082956.000000 Penalty: 3730.411621
	Iteration 5F: 3 clusters Score -1.208296e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -12087827.000000 Penalty: 3730.411621
	Iteration 6F: 3 clusters Score -1.208783e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -12092411.000000 Penalty: 3730.411621
	Iteration 7F: 3 clusters Score -1.209241e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -12095037.000000 Penalty: 3730.411621
	Iteration 8F: 3 clusters Score -1.209504e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -12096176.000000 Penalty: 3730.411621
	Iteration 9Q: 3 clusters Score -1.209618e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -12096676.000000 Penalty: 3730.411621
	Iteration 10Q: 3 clusters Score -1.209668e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -12097046.000000 Penalty: 3730.411621
	Iteration 11Q: 3 clusters Score -1.209705e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -12097384.000000 Penalty: 3730.411621
	Iteration 12Q: 3 clusters Score -1.209738e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -12097716.000000 Penalty: 3730.411621
	Iteration 13Q: 3 clusters Score -1.209772e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -12097987.000000 Penalty: 3730.411621
	Iteration 14Q: 3 clusters Score -1.209799e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -12098267.000000 Penalty: 3730.411621
	Iteration 15Q: 3 clusters Score -1.209827e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -12098557.000000 Penalty: 3730.411621
	Iteration 16Q: 3 clusters Score -1.209856e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -12098822.000000 Penalty: 3730.411621
	Iteration 17Q: 3 clusters Score -1.209882e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -12099146.000000 Penalty: 3730.411621
	Iteration 18Q: 3 clusters Score -1.209915e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -12099502.000000 Penalty: 3730.411621
	Iteration 19Q: 3 clusters Score -1.20995e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -12099929.000000 Penalty: 3730.411621
	Iteration 20F: 3 clusters Score -1.209993e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -12100508.000000 Penalty: 3730.411621
	Iteration 21Q: 3 clusters Score -1.210051e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -12101150.000000 Penalty: 3730.411621
	Iteration 22Q: 3 clusters Score -1.210115e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -12101878.000000 Penalty: 3730.411621
	Iteration 23Q: 3 clusters Score -1.210188e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -12102727.000000 Penalty: 3730.411621
	Iteration 24Q: 3 clusters Score -1.210273e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -12103830.000000 Penalty: 3730.411621
	Iteration 25Q: 3 clusters Score -1.210383e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -12104710.000000 Penalty: 3730.411621
	Iteration 26Q: 3 clusters Score -1.210471e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -12105376.000000 Penalty: 3730.411621
	Iteration 27Q: 3 clusters Score -1.210538e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -12105702.000000 Penalty: 3730.411621
	Iteration 28Q: 3 clusters Score -1.21057e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -12105881.000000 Penalty: 3730.411621
	Iteration 29Q: 3 clusters Score -1.210588e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -12105849.000000 Penalty: 3730.411621
	Iteration 30Q: 3 clusters Score -1.210585e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -12105898.000000 Penalty: 3730.411621
	Iteration 31Q: 3 clusters Score -1.21059e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -12105892.000000 Penalty: 3730.411621
	Iteration 32Q: 3 clusters Score -1.210589e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -12105913.000000 Penalty: 3730.411621
	Iteration 33Q: 3 clusters Score -1.210591e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -12105908.000000 Penalty: 3730.411621
	Iteration 34Q: 3 clusters Score -1.210591e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -12105925.000000 Penalty: 3730.411621
	Iteration 35Q: 3 clusters Score -1.210592e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -12105901.000000 Penalty: 3730.411621
	Iteration 36Q: 3 clusters Score -1.21059e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -12105956.000000 Penalty: 3730.411621
	Iteration 37Q: 3 clusters Score -1.210596e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -12105966.000000 Penalty: 3730.411621
	Iteration 38Q: 3 clusters Score -1.210597e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -12106022.000000 Penalty: 3730.411621
	Iteration 39Q: 3 clusters Score -1.210602e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -12106335.000000 Penalty: 3730.411621
	Iteration 40F: 3 clusters Score -1.210634e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -12106349.000000 Penalty: 3730.411621
	Iteration 41Q: 3 clusters Score -1.210635e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -12106358.000000 Penalty: 3730.411621
	Iteration 42Q: 3 clusters Score -1.210636e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -12106287.000000 Penalty: 3730.411621
	Iteration 43Q: 3 clusters Score -1.210629e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -12106267.000000 Penalty: 3730.411621
	Iteration 44Q: 3 clusters Score -1.210627e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -12106261.000000 Penalty: 3730.411621
	Iteration 45Q: 3 clusters Score -1.210626e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -12106255.000000 Penalty: 3730.411621
	Iteration 46Q: 3 clusters Score -1.210626e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -12106266.000000 Penalty: 3730.411621
	Iteration 47Q: 3 clusters Score -1.210627e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -12106280.000000 Penalty: 3730.411621
	Iteration 48Q: 3 clusters Score -1.210628e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -12106329.000000 Penalty: 3730.411621
	Iteration 49Q: 3 clusters Score -1.210633e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 68499 members 
Entering Unmasked Estep 
Score: -12106339.000000 Penalty: 3730.411621
	Iteration 50Q: 3 clusters Score -1.210634e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -12106340.000000 Penalty: 3730.411621
	Iteration 51Q: 3 clusters Score -1.210634e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -12106352.000000 Penalty: 3730.411621
	Iteration 52Q: 3 clusters Score -1.210635e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -12106384.000000 Penalty: 3730.411621
	Iteration 53Q: 3 clusters Score -1.210638e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -12106398.000000 Penalty: 3730.411621
	Iteration 54Q: 3 clusters Score -1.21064e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -12106419.000000 Penalty: 3730.411621
	Iteration 55Q: 3 clusters Score -1.210642e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -12106402.000000 Penalty: 3730.411621
	Iteration 56Q: 3 clusters Score -1.21064e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -12106412.000000 Penalty: 3730.411621
	Iteration 57Q: 3 clusters Score -1.210641e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -12106421.000000 Penalty: 3730.411621
	Iteration 58Q: 3 clusters Score -1.210642e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -12106406.000000 Penalty: 3730.411621
	Iteration 59Q: 3 clusters Score -1.210641e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -12106409.000000 Penalty: 3730.411621
	Iteration 60F: 3 clusters Score -1.210641e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -12106391.000000 Penalty: 3730.411621
	Iteration 61Q: 3 clusters Score -1.210639e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -12106391.000000 Penalty: 3730.411621
	Iteration 62Q: 3 clusters Score -1.210639e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -12106394.000000 Penalty: 3730.411621
	Iteration 63Q: 3 clusters Score -1.210639e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -12106399.000000 Penalty: 3730.411621
	Iteration 64Q: 3 clusters Score -1.21064e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -12106400.000000 Penalty: 3730.411621
	Iteration 65Q: 3 clusters Score -1.21064e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -12106414.000000 Penalty: 3730.411621
	Iteration 66Q: 3 clusters Score -1.210641e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -12106425.000000 Penalty: 3730.411621
	Iteration 67Q: 3 clusters Score -1.210642e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -12106407.000000 Penalty: 3730.411621
	Iteration 68Q: 3 clusters Score -1.210641e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -12106406.000000 Penalty: 3730.411621
	Iteration 69Q: 3 clusters Score -1.210641e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -12106416.000000 Penalty: 3730.411621
	Iteration 70Q: 3 clusters Score -1.210642e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -12106393.000000 Penalty: 3730.411621
	Iteration 71Q: 3 clusters Score -1.210639e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -12106402.000000 Penalty: 3730.411621
	Iteration 72Q: 3 clusters Score -1.21064e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -12106408.000000 Penalty: 3730.411621
	Iteration 73Q: 3 clusters Score -1.210641e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -12106403.000000 Penalty: 3730.411621
	Iteration 74Q: 3 clusters Score -1.21064e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -12106395.000000 Penalty: 3730.411621
	Iteration 75Q: 3 clusters Score -1.21064e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -12106417.000000 Penalty: 3730.411621
	Iteration 76Q: 3 clusters Score -1.210642e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 71712 members 
Entering Unmasked Estep 
Score: -12106427.000000 Penalty: 3730.411621
	Iteration 77Q: 3 clusters Score -1.210643e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 71835 members 
Entering Unmasked Estep 
Score: -12106448.000000 Penalty: 3730.411621
	Iteration 78Q: 3 clusters Score -1.210645e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
Score: -12106464.000000 Penalty: 3730.411621
	Iteration 79Q: 3 clusters Score -1.210646e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -12106456.000000 Penalty: 3730.411621
	Iteration 80F: 3 clusters Score -1.210646e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -12106488.000000 Penalty: 3730.411621
	Iteration 81Q: 3 clusters Score -1.210649e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -12106467.000000 Penalty: 3730.411621
	Iteration 82Q: 3 clusters Score -1.210647e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -12106450.000000 Penalty: 3730.411621
	Iteration 83Q: 3 clusters Score -1.210645e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -12106499.000000 Penalty: 3730.411621
	Iteration 84Q: 3 clusters Score -1.21065e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -12106514.000000 Penalty: 3730.411621
	Iteration 85Q: 3 clusters Score -1.210651e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -12106537.000000 Penalty: 3730.411621
	Iteration 86Q: 3 clusters Score -1.210654e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -12106535.000000 Penalty: 3730.411621
	Iteration 87Q: 3 clusters Score -1.210654e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 73096 members 
Entering Unmasked Estep 
Score: -12106523.000000 Penalty: 3730.411621
	Iteration 88Q: 3 clusters Score -1.210652e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -12106537.000000 Penalty: 3730.411621
	Iteration 89Q: 3 clusters Score -1.210654e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 73410 members 
Entering Unmasked Estep 
Score: -12106528.000000 Penalty: 3730.411621
	Iteration 90Q: 3 clusters Score -1.210653e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -12106562.000000 Penalty: 3730.411621
	Iteration 91Q: 3 clusters Score -1.210656e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -12106560.000000 Penalty: 3730.411621
	Iteration 92Q: 3 clusters Score -1.210656e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -12106573.000000 Penalty: 3730.411621
	Iteration 93Q: 3 clusters Score -1.210657e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -12106580.000000 Penalty: 3730.411621
	Iteration 94Q: 3 clusters Score -1.210658e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -12106571.000000 Penalty: 3730.411621
	Iteration 95Q: 3 clusters Score -1.210657e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -12106534.000000 Penalty: 3730.411621
	Iteration 96Q: 3 clusters Score -1.210653e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 74280 members 
Entering Unmasked Estep 
Score: -12106570.000000 Penalty: 3730.411621
	Iteration 97Q: 3 clusters Score -1.210657e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -12106577.000000 Penalty: 3730.411621
	Iteration 98Q: 3 clusters Score -1.210658e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -12106574.000000 Penalty: 3730.411621
	Iteration 99Q: 3 clusters Score -1.210657e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -12106559.000000 Penalty: 3730.411621
	Iteration 100F: 3 clusters Score -1.210656e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 74749 members 
Entering Unmasked Estep 
Score: -12106533.000000 Penalty: 3730.411621
	Iteration 101Q: 3 clusters Score -1.210653e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -12106575.000000 Penalty: 3730.411621
	Iteration 102Q: 3 clusters Score -1.210658e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -12106580.000000 Penalty: 3730.411621
	Iteration 103Q: 3 clusters Score -1.210658e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -12106615.000000 Penalty: 3730.411621
	Iteration 104Q: 3 clusters Score -1.210662e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -12106590.000000 Penalty: 3730.411621
	Iteration 105Q: 3 clusters Score -1.210659e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -12106615.000000 Penalty: 3730.411621
	Iteration 106Q: 3 clusters Score -1.210662e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 75724 members 
Entering Unmasked Estep 
Score: -12106586.000000 Penalty: 3730.411621
	Iteration 107Q: 3 clusters Score -1.210659e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -12106631.000000 Penalty: 3730.411621
	Iteration 108Q: 3 clusters Score -1.210663e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -12106670.000000 Penalty: 3730.411621
	Iteration 109Q: 3 clusters Score -1.210667e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -12106675.000000 Penalty: 3730.411621
	Iteration 110Q: 3 clusters Score -1.210668e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 76623 members 
Entering Unmasked Estep 
Score: -12106688.000000 Penalty: 3730.411621
	Iteration 111Q: 3 clusters Score -1.210669e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -12106736.000000 Penalty: 3730.411621
	Iteration 112Q: 3 clusters Score -1.210674e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -12106770.000000 Penalty: 3730.411621
	Iteration 113Q: 3 clusters Score -1.210677e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -12106763.000000 Penalty: 3730.411621
	Iteration 114Q: 3 clusters Score -1.210676e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
Score: -12106731.000000 Penalty: 3730.411621
	Iteration 115Q: 3 clusters Score -1.210673e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -12106755.000000 Penalty: 3730.411621
	Iteration 116Q: 3 clusters Score -1.210676e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -12106752.000000 Penalty: 3730.411621
	Iteration 117Q: 3 clusters Score -1.210675e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -12106681.000000 Penalty: 3730.411621
	Iteration 118Q: 3 clusters Score -1.210668e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -12106687.000000 Penalty: 3730.411621
	Iteration 119Q: 3 clusters Score -1.210669e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -12106679.000000 Penalty: 3730.411621
	Iteration 120F: 3 clusters Score -1.210668e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -12106691.000000 Penalty: 3730.411621
	Iteration 121Q: 3 clusters Score -1.210669e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -12106639.000000 Penalty: 3730.411621
	Iteration 122Q: 3 clusters Score -1.210664e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -12106723.000000 Penalty: 3730.411621
	Iteration 123Q: 3 clusters Score -1.210672e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -12106659.000000 Penalty: 3730.411621
	Iteration 124Q: 3 clusters Score -1.210666e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -12106761.000000 Penalty: 3730.411621
	Iteration 125Q: 3 clusters Score -1.210676e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 81684 members 
Entering Unmasked Estep 
Score: -12107010.000000 Penalty: 3730.411621
	Iteration 126Q: 3 clusters Score -1.210701e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -12107190.000000 Penalty: 3730.411621
	Iteration 127Q: 3 clusters Score -1.210719e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -12107499.000000 Penalty: 3730.411621
	Iteration 128Q: 3 clusters Score -1.21075e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -12107829.000000 Penalty: 3730.411621
	Iteration 129Q: 3 clusters Score -1.210783e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -12108010.000000 Penalty: 3730.411621
	Iteration 130Q: 3 clusters Score -1.210801e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -12108225.000000 Penalty: 3730.411621
	Iteration 131Q: 3 clusters Score -1.210822e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -12108471.000000 Penalty: 3730.411621
	Iteration 132Q: 3 clusters Score -1.210847e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -12108595.000000 Penalty: 3730.411621
	Iteration 133Q: 3 clusters Score -1.21086e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -12108789.000000 Penalty: 3730.411621
	Iteration 134Q: 3 clusters Score -1.210879e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -12108911.000000 Penalty: 3730.411621
	Iteration 135Q: 3 clusters Score -1.210891e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -12109007.000000 Penalty: 3730.411621
	Iteration 136Q: 3 clusters Score -1.210901e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -12109037.000000 Penalty: 3730.411621
	Iteration 137Q: 3 clusters Score -1.210904e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -12109156.000000 Penalty: 3730.411621
	Iteration 138Q: 3 clusters Score -1.210916e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 87727 members 
Entering Unmasked Estep 
Score: -12109224.000000 Penalty: 3730.411621
	Iteration 139Q: 3 clusters Score -1.210922e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -12109267.000000 Penalty: 3730.411621
	Iteration 140F: 3 clusters Score -1.210927e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -12109253.000000 Penalty: 3730.411621
	Iteration 141Q: 3 clusters Score -1.210925e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -12109214.000000 Penalty: 3730.411621
	Iteration 142Q: 3 clusters Score -1.210921e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -12109118.000000 Penalty: 3730.411621
	Iteration 143Q: 3 clusters Score -1.210912e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 89670 members 
Entering Unmasked Estep 
Score: -12109109.000000 Penalty: 3730.411621
	Iteration 144Q: 3 clusters Score -1.210911e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -12109092.000000 Penalty: 3730.411621
	Iteration 145Q: 3 clusters Score -1.210909e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -12109035.000000 Penalty: 3730.411621
	Iteration 146Q: 3 clusters Score -1.210904e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -12109010.000000 Penalty: 3730.411621
	Iteration 147Q: 3 clusters Score -1.210901e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -12108951.000000 Penalty: 3730.411621
	Iteration 148Q: 3 clusters Score -1.210895e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -12108869.000000 Penalty: 3730.411621
	Iteration 149Q: 3 clusters Score -1.210887e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -12108830.000000 Penalty: 3730.411621
	Iteration 150Q: 3 clusters Score -1.210883e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -12108776.000000 Penalty: 3730.411621
	Iteration 151Q: 3 clusters Score -1.210878e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -12108745.000000 Penalty: 3730.411621
	Iteration 152Q: 3 clusters Score -1.210874e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -12108704.000000 Penalty: 3730.411621
	Iteration 153Q: 3 clusters Score -1.21087e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -12108636.000000 Penalty: 3730.411621
	Iteration 154Q: 3 clusters Score -1.210864e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -12108581.000000 Penalty: 3730.411621
	Iteration 155Q: 3 clusters Score -1.210858e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -12108534.000000 Penalty: 3730.411621
	Iteration 156Q: 3 clusters Score -1.210853e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 92246 members 
Entering Unmasked Estep 
Score: -12108496.000000 Penalty: 3730.411621
	Iteration 157Q: 3 clusters Score -1.21085e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -12108471.000000 Penalty: 3730.411621
	Iteration 158Q: 3 clusters Score -1.210847e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 92489 members 
Entering Unmasked Estep 
Score: -12108481.000000 Penalty: 3730.411621
	Iteration 159Q: 3 clusters Score -1.210848e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -12108463.000000 Penalty: 3730.411621
	Iteration 160F: 3 clusters Score -1.210846e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -12108409.000000 Penalty: 3730.411621
	Iteration 161Q: 3 clusters Score -1.210841e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 92735 members 
Entering Unmasked Estep 
Score: -12108383.000000 Penalty: 3730.411621
	Iteration 162Q: 3 clusters Score -1.210838e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -12108371.000000 Penalty: 3730.411621
	Iteration 163Q: 3 clusters Score -1.210837e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 92848 members 
Entering Unmasked Estep 
Score: -12108331.000000 Penalty: 3730.411621
	Iteration 164Q: 3 clusters Score -1.210833e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 92886 members 
Entering Unmasked Estep 
Score: -12108332.000000 Penalty: 3730.411621
	Iteration 165Q: 3 clusters Score -1.210833e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -12108323.000000 Penalty: 3730.411621
	Iteration 166Q: 3 clusters Score -1.210832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 92952 members 
Entering Unmasked Estep 
Score: -12108307.000000 Penalty: 3730.411621
	Iteration 167Q: 3 clusters Score -1.210831e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -12108291.000000 Penalty: 3730.411621
	Iteration 168Q: 3 clusters Score -1.210829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -12108272.000000 Penalty: 3730.411621
	Iteration 169Q: 3 clusters Score -1.210827e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -12108263.000000 Penalty: 3730.411621
	Iteration 170Q: 3 clusters Score -1.210826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -12108263.000000 Penalty: 3730.411621
	Iteration 171Q: 3 clusters Score -1.210826e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -12108231.000000 Penalty: 3730.411621
	Iteration 172Q: 3 clusters Score -1.210823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
Score: -12108230.000000 Penalty: 3730.411621
	Iteration 173Q: 3 clusters Score -1.210823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 93159 members 
Entering Unmasked Estep 
Score: -12108231.000000 Penalty: 3730.411621
	Iteration 174Q: 3 clusters Score -1.210823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 93183 members 
Entering Unmasked Estep 
Score: -12108223.000000 Penalty: 3730.411621
	Iteration 175Q: 3 clusters Score -1.210822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -12108214.000000 Penalty: 3730.411621
	Iteration 176Q: 3 clusters Score -1.210821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -12108231.000000 Penalty: 3730.411621
	Iteration 177Q: 3 clusters Score -1.210823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 93257 members 
Entering Unmasked Estep 
Score: -12108227.000000 Penalty: 3730.411621
	Iteration 178Q: 3 clusters Score -1.210823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 93281 members 
Entering Unmasked Estep 
Score: -12108223.000000 Penalty: 3730.411621
	Iteration 179Q: 3 clusters Score -1.210822e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -12108191.000000 Penalty: 3730.411621
	Iteration 180F: 3 clusters Score -1.210819e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -12108182.000000 Penalty: 3730.411621
	Iteration 181Q: 3 clusters Score -1.210818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -12108169.000000 Penalty: 3730.411621
	Iteration 182Q: 3 clusters Score -1.210817e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -12108143.000000 Penalty: 3730.411621
	Iteration 183Q: 3 clusters Score -1.210814e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -12108128.000000 Penalty: 3730.411621
	Iteration 184Q: 3 clusters Score -1.210813e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 93463 members 
Entering Unmasked Estep 
Score: -12108114.000000 Penalty: 3730.411621
	Iteration 185Q: 3 clusters Score -1.210811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -12108100.000000 Penalty: 3730.411621
	Iteration 186Q: 3 clusters Score -1.21081e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -12108085.000000 Penalty: 3730.411621
	Iteration 187Q: 3 clusters Score -1.210808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -12108088.000000 Penalty: 3730.411621
	Iteration 188Q: 3 clusters Score -1.210809e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -12108087.000000 Penalty: 3730.411621
	Iteration 189Q: 3 clusters Score -1.210809e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 93635 members 
Entering Unmasked Estep 
Score: -12108078.000000 Penalty: 3730.411621
	Iteration 190Q: 3 clusters Score -1.210808e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -12108045.000000 Penalty: 3730.411621
	Iteration 191Q: 3 clusters Score -1.210804e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -12108014.000000 Penalty: 3730.411621
	Iteration 192Q: 3 clusters Score -1.210801e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -12108022.000000 Penalty: 3730.411621
	Iteration 193Q: 3 clusters Score -1.210802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 93765 members 
Entering Unmasked Estep 
Score: -12108024.000000 Penalty: 3730.411621
	Iteration 194Q: 3 clusters Score -1.210802e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 93790 members 
Entering Unmasked Estep 
Score: -12107999.000000 Penalty: 3730.411621
	Iteration 195Q: 3 clusters Score -1.2108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -12108001.000000 Penalty: 3730.411621
	Iteration 196Q: 3 clusters Score -1.2108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -12108007.000000 Penalty: 3730.411621
	Iteration 197Q: 3 clusters Score -1.210801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 93853 members 
Entering Unmasked Estep 
Score: -12107994.000000 Penalty: 3730.411621
	Iteration 198Q: 3 clusters Score -1.210799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -12107995.000000 Penalty: 3730.411621
	Iteration 199Q: 3 clusters Score -1.2108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 93903 members 
Entering Unmasked Estep 
Score: -12107986.000000 Penalty: 3730.411621
	Iteration 200F: 3 clusters Score -1.210799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -12107982.000000 Penalty: 3730.411621
	Iteration 201Q: 3 clusters Score -1.210798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -12107980.000000 Penalty: 3730.411621
	Iteration 202Q: 3 clusters Score -1.210798e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 93992 members 
Entering Unmasked Estep 
Score: -12107960.000000 Penalty: 3730.411621
	Iteration 203Q: 3 clusters Score -1.210796e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -12107976.000000 Penalty: 3730.411621
	Iteration 204Q: 3 clusters Score -1.210798e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -12107958.000000 Penalty: 3730.411621
	Iteration 205Q: 3 clusters Score -1.210796e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 94116 members 
Entering Unmasked Estep 
Score: -12107942.000000 Penalty: 3730.411621
	Iteration 206Q: 3 clusters Score -1.210794e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -12107904.000000 Penalty: 3730.411621
	Iteration 207Q: 3 clusters Score -1.21079e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 94199 members 
Entering Unmasked Estep 
Score: -12107921.000000 Penalty: 3730.411621
	Iteration 208Q: 3 clusters Score -1.210792e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 94240 members 
Entering Unmasked Estep 
Score: -12107914.000000 Penalty: 3730.411621
	Iteration 209Q: 3 clusters Score -1.210791e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 94284 members 
Entering Unmasked Estep 
Score: -12107905.000000 Penalty: 3730.411621
	Iteration 210Q: 3 clusters Score -1.21079e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -12107901.000000 Penalty: 3730.411621
	Iteration 211Q: 3 clusters Score -1.21079e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 94362 members 
Entering Unmasked Estep 
Score: -12107872.000000 Penalty: 3730.411621
	Iteration 212Q: 3 clusters Score -1.210787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -12107855.000000 Penalty: 3730.411621
	Iteration 213Q: 3 clusters Score -1.210786e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -12107826.000000 Penalty: 3730.411621
	Iteration 214Q: 3 clusters Score -1.210783e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 94472 members 
Entering Unmasked Estep 
Score: -12107817.000000 Penalty: 3730.411621
	Iteration 215Q: 3 clusters Score -1.210782e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 94513 members 
Entering Unmasked Estep 
Score: -12107800.000000 Penalty: 3730.411621
	Iteration 216Q: 3 clusters Score -1.21078e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 94549 members 
Entering Unmasked Estep 
Score: -12107795.000000 Penalty: 3730.411621
	Iteration 217Q: 3 clusters Score -1.21078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -12107802.000000 Penalty: 3730.411621
	Iteration 218Q: 3 clusters Score -1.21078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -12107788.000000 Penalty: 3730.411621
	Iteration 219Q: 3 clusters Score -1.210779e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -12107776.000000 Penalty: 3730.411621
	Iteration 220F: 3 clusters Score -1.210778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -12107773.000000 Penalty: 3730.411621
	Iteration 221Q: 3 clusters Score -1.210777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 94653 members 
Entering Unmasked Estep 
Score: -12107775.000000 Penalty: 3730.411621
	Iteration 222Q: 3 clusters Score -1.210778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 94668 members 
Entering Unmasked Estep 
Score: -12107770.000000 Penalty: 3730.411621
	Iteration 223Q: 3 clusters Score -1.210777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -12107766.000000 Penalty: 3730.411621
	Iteration 224Q: 3 clusters Score -1.210777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 94689 members 
Entering Unmasked Estep 
Score: -12107736.000000 Penalty: 3730.411621
	Iteration 225Q: 3 clusters Score -1.210774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -12107743.000000 Penalty: 3730.411621
	Iteration 226Q: 3 clusters Score -1.210774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 94718 members 
Entering Unmasked Estep 
Score: -12107738.000000 Penalty: 3730.411621
	Iteration 227Q: 3 clusters Score -1.210774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -12107738.000000 Penalty: 3730.411621
	Iteration 228Q: 3 clusters Score -1.210774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -12107739.000000 Penalty: 3730.411621
	Iteration 229Q: 3 clusters Score -1.210774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 94738 members 
Entering Unmasked Estep 
Score: -12107734.000000 Penalty: 3730.411621
	Iteration 230Q: 3 clusters Score -1.210773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -12107733.000000 Penalty: 3730.411621
	Iteration 231Q: 3 clusters Score -1.210773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -12107735.000000 Penalty: 3730.411621
	Iteration 232Q: 3 clusters Score -1.210774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -12107724.000000 Penalty: 3730.411621
	Iteration 233Q: 3 clusters Score -1.210772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -12107725.000000 Penalty: 3730.411621
	Iteration 234Q: 3 clusters Score -1.210772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 94759 members 
Entering Unmasked Estep 
Score: -12107713.000000 Penalty: 3730.411621
	Iteration 235Q: 3 clusters Score -1.210771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -12107707.000000 Penalty: 3730.411621
	Iteration 236Q: 3 clusters Score -1.210771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 94762 members 
Entering Unmasked Estep 
Score: -12107705.000000 Penalty: 3730.411621
	Iteration 237Q: 3 clusters Score -1.21077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -12107705.000000 Penalty: 3730.411621
	Iteration 238Q: 3 clusters Score -1.21077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -12107705.000000 Penalty: 3730.411621
	Iteration 239F: 3 clusters Score -1.21077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Entering Unmasked Estep 
Score: -860766.625000 Penalty: 1439.461792
	Iteration 0F: 2 clusters Score -860766.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -855587.062500 Penalty: 2878.923584
	Iteration 0F: 3 clusters Score -855587.1 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -857156.062500 Penalty: 2878.923584
	Iteration 1F: 3 clusters Score -857156.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -857333.812500 Penalty: 2878.923584
	Iteration 2F: 3 clusters Score -857333.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -857461.937500 Penalty: 2878.923584
	Iteration 3Q: 3 clusters Score -857461.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -857562.625000 Penalty: 2878.923584
	Iteration 4Q: 3 clusters Score -857562.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -857638.250000 Penalty: 2878.923584
	Iteration 5Q: 3 clusters Score -857638.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -857721.312500 Penalty: 2878.923584
	Iteration 6Q: 3 clusters Score -857721.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -857825.375000 Penalty: 2878.923584
	Iteration 7Q: 3 clusters Score -857825.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -857934.125000 Penalty: 2878.923584
	Iteration 8Q: 3 clusters Score -857934.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -858064.750000 Penalty: 2878.923584
	Iteration 9Q: 3 clusters Score -858064.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -858231.437500 Penalty: 2878.923584
	Iteration 10Q: 3 clusters Score -858231.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -858410.187500 Penalty: 2878.923584
	Iteration 11Q: 3 clusters Score -858410.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -858624.125000 Penalty: 2878.923584
	Iteration 12Q: 3 clusters Score -858624.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -858818.500000 Penalty: 2878.923584
	Iteration 13Q: 3 clusters Score -858818.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -858949.500000 Penalty: 2878.923584
	Iteration 14Q: 3 clusters Score -858949.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -859035.250000 Penalty: 2878.923584
	Iteration 15Q: 3 clusters Score -859035.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -859121.625000 Penalty: 2878.923584
	Iteration 16Q: 3 clusters Score -859121.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -859192.687500 Penalty: 2878.923584
	Iteration 17Q: 3 clusters Score -859192.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -859258.062500 Penalty: 2878.923584
	Iteration 18Q: 3 clusters Score -859258.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -859315.562500 Penalty: 2878.923584
	Iteration 19Q: 3 clusters Score -859315.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -859357.000000 Penalty: 2878.923584
	Iteration 20F: 3 clusters Score -859357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -859389.812500 Penalty: 2878.923584
	Iteration 21Q: 3 clusters Score -859389.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -859416.625000 Penalty: 2878.923584
	Iteration 22Q: 3 clusters Score -859416.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -859431.562500 Penalty: 2878.923584
	Iteration 23Q: 3 clusters Score -859431.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -859450.500000 Penalty: 2878.923584
	Iteration 24Q: 3 clusters Score -859450.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -859463.687500 Penalty: 2878.923584
	Iteration 25Q: 3 clusters Score -859463.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -859470.500000 Penalty: 2878.923584
	Iteration 26Q: 3 clusters Score -859470.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -859474.375000 Penalty: 2878.923584
	Iteration 27Q: 3 clusters Score -859474.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -859478.750000 Penalty: 2878.923584
	Iteration 28Q: 3 clusters Score -859478.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -859484.375000 Penalty: 2878.923584
	Iteration 29Q: 3 clusters Score -859484.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -859488.187500 Penalty: 2878.923584
	Iteration 30Q: 3 clusters Score -859488.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -859493.937500 Penalty: 2878.923584
	Iteration 31Q: 3 clusters Score -859493.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -859500.187500 Penalty: 2878.923584
	Iteration 32Q: 3 clusters Score -859500.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -859503.375000 Penalty: 2878.923584
	Iteration 33Q: 3 clusters Score -859503.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -859506.750000 Penalty: 2878.923584
	Iteration 34Q: 3 clusters Score -859506.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -859509.312500 Penalty: 2878.923584
	Iteration 35Q: 3 clusters Score -859509.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -859513.562500 Penalty: 2878.923584
	Iteration 36Q: 3 clusters Score -859513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -859516.875000 Penalty: 2878.923584
	Iteration 37Q: 3 clusters Score -859516.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -859522.500000 Penalty: 2878.923584
	Iteration 38Q: 3 clusters Score -859522.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -859530.062500 Penalty: 2878.923584
	Iteration 39Q: 3 clusters Score -859530.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -859532.312500 Penalty: 2878.923584
	Iteration 40F: 3 clusters Score -859532.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -859536.187500 Penalty: 2878.923584
	Iteration 41Q: 3 clusters Score -859536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -859539.750000 Penalty: 2878.923584
	Iteration 42Q: 3 clusters Score -859539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -859542.312500 Penalty: 2878.923584
	Iteration 43Q: 3 clusters Score -859542.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -859544.187500 Penalty: 2878.923584
	Iteration 44Q: 3 clusters Score -859544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -859544.750000 Penalty: 2878.923584
	Iteration 45Q: 3 clusters Score -859544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -859545.312500 Penalty: 2878.923584
	Iteration 46Q: 3 clusters Score -859545.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -859544.562500 Penalty: 2878.923584
	Iteration 47Q: 3 clusters Score -859544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -859544.250000 Penalty: 2878.923584
	Iteration 48Q: 3 clusters Score -859544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -859544.250000 Penalty: 2878.923584
	Iteration 49F: 3 clusters Score -859544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (95046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Entering Unmasked Estep 
Score: -12009949.000000 Penalty: 1862.593872
	Iteration 0F: 2 clusters Score -1.200995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -11952984.000000 Penalty: 3725.187744
	Iteration 0F: 3 clusters Score -1.195298e+07 nChanged 45371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -11979863.000000 Penalty: 3725.187744
	Iteration 1F: 3 clusters Score -1.197986e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -11981086.000000 Penalty: 3725.187744
	Iteration 2Q: 3 clusters Score -1.198109e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -11982740.000000 Penalty: 3725.187744
	Iteration 3Q: 3 clusters Score -1.198274e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -11985197.000000 Penalty: 3725.187744
	Iteration 4F: 3 clusters Score -1.19852e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -11988611.000000 Penalty: 3725.187744
	Iteration 5F: 3 clusters Score -1.198861e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -11992714.000000 Penalty: 3725.187744
	Iteration 6F: 3 clusters Score -1.199271e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -11996484.000000 Penalty: 3725.187744
	Iteration 7F: 3 clusters Score -1.199648e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -11998649.000000 Penalty: 3725.187744
	Iteration 8F: 3 clusters Score -1.199865e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -11999693.000000 Penalty: 3725.187744
	Iteration 9Q: 3 clusters Score -1.199969e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -12000301.000000 Penalty: 3725.187744
	Iteration 10Q: 3 clusters Score -1.20003e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -12000945.000000 Penalty: 3725.187744
	Iteration 11Q: 3 clusters Score -1.200094e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -12001591.000000 Penalty: 3725.187744
	Iteration 12Q: 3 clusters Score -1.200159e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -12002130.000000 Penalty: 3725.187744
	Iteration 13Q: 3 clusters Score -1.200213e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -12002667.000000 Penalty: 3725.187744
	Iteration 14Q: 3 clusters Score -1.200267e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -12003302.000000 Penalty: 3725.187744
	Iteration 15Q: 3 clusters Score -1.20033e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -12004023.000000 Penalty: 3725.187744
	Iteration 16Q: 3 clusters Score -1.200402e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -12004723.000000 Penalty: 3725.187744
	Iteration 17Q: 3 clusters Score -1.200472e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -12005225.000000 Penalty: 3725.187744
	Iteration 18Q: 3 clusters Score -1.200522e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -12005584.000000 Penalty: 3725.187744
	Iteration 19Q: 3 clusters Score -1.200558e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -12006165.000000 Penalty: 3725.187744
	Iteration 20F: 3 clusters Score -1.200616e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -12006553.000000 Penalty: 3725.187744
	Iteration 21Q: 3 clusters Score -1.200655e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -12006673.000000 Penalty: 3725.187744
	Iteration 22Q: 3 clusters Score -1.200667e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -12006723.000000 Penalty: 3725.187744
	Iteration 23Q: 3 clusters Score -1.200672e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -12006824.000000 Penalty: 3725.187744
	Iteration 24Q: 3 clusters Score -1.200682e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -12006838.000000 Penalty: 3725.187744
	Iteration 25Q: 3 clusters Score -1.200684e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -12006793.000000 Penalty: 3725.187744
	Iteration 26Q: 3 clusters Score -1.200679e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -12006873.000000 Penalty: 3725.187744
	Iteration 27Q: 3 clusters Score -1.200687e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -12006882.000000 Penalty: 3725.187744
	Iteration 28Q: 3 clusters Score -1.200688e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -12006900.000000 Penalty: 3725.187744
	Iteration 29Q: 3 clusters Score -1.20069e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -12006944.000000 Penalty: 3725.187744
	Iteration 30Q: 3 clusters Score -1.200694e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -12007030.000000 Penalty: 3725.187744
	Iteration 31Q: 3 clusters Score -1.200703e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -12007154.000000 Penalty: 3725.187744
	Iteration 32Q: 3 clusters Score -1.200715e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -12007240.000000 Penalty: 3725.187744
	Iteration 33Q: 3 clusters Score -1.200724e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -12007357.000000 Penalty: 3725.187744
	Iteration 34Q: 3 clusters Score -1.200736e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -12007456.000000 Penalty: 3725.187744
	Iteration 35Q: 3 clusters Score -1.200746e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -12007543.000000 Penalty: 3725.187744
	Iteration 36Q: 3 clusters Score -1.200754e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -12007538.000000 Penalty: 3725.187744
	Iteration 37Q: 3 clusters Score -1.200754e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -12007656.000000 Penalty: 3725.187744
	Iteration 38Q: 3 clusters Score -1.200766e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -12007752.000000 Penalty: 3725.187744
	Iteration 39Q: 3 clusters Score -1.200775e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -12007791.000000 Penalty: 3725.187744
	Iteration 40F: 3 clusters Score -1.200779e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -12007857.000000 Penalty: 3725.187744
	Iteration 41Q: 3 clusters Score -1.200786e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -12007909.000000 Penalty: 3725.187744
	Iteration 42Q: 3 clusters Score -1.200791e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -12007964.000000 Penalty: 3725.187744
	Iteration 43Q: 3 clusters Score -1.200796e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -12008045.000000 Penalty: 3725.187744
	Iteration 44Q: 3 clusters Score -1.200804e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -12008045.000000 Penalty: 3725.187744
	Iteration 45Q: 3 clusters Score -1.200804e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -12008069.000000 Penalty: 3725.187744
	Iteration 46Q: 3 clusters Score -1.200807e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -12008086.000000 Penalty: 3725.187744
	Iteration 47Q: 3 clusters Score -1.200809e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -12008080.000000 Penalty: 3725.187744
	Iteration 48Q: 3 clusters Score -1.200808e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -12008061.000000 Penalty: 3725.187744
	Iteration 49Q: 3 clusters Score -1.200806e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -12008032.000000 Penalty: 3725.187744
	Iteration 50Q: 3 clusters Score -1.200803e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -12007999.000000 Penalty: 3725.187744
	Iteration 51Q: 3 clusters Score -1.2008e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -12007988.000000 Penalty: 3725.187744
	Iteration 52Q: 3 clusters Score -1.200799e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -12008026.000000 Penalty: 3725.187744
	Iteration 53Q: 3 clusters Score -1.200803e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -12007992.000000 Penalty: 3725.187744
	Iteration 54Q: 3 clusters Score -1.200799e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -12007976.000000 Penalty: 3725.187744
	Iteration 55Q: 3 clusters Score -1.200798e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -12007988.000000 Penalty: 3725.187744
	Iteration 56Q: 3 clusters Score -1.200799e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -12008014.000000 Penalty: 3725.187744
	Iteration 57Q: 3 clusters Score -1.200801e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -12007991.000000 Penalty: 3725.187744
	Iteration 58Q: 3 clusters Score -1.200799e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -12007991.000000 Penalty: 3725.187744
	Iteration 59Q: 3 clusters Score -1.200799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -12007976.000000 Penalty: 3725.187744
	Iteration 60F: 3 clusters Score -1.200798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -12007993.000000 Penalty: 3725.187744
	Iteration 61Q: 3 clusters Score -1.200799e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -12007993.000000 Penalty: 3725.187744
	Iteration 62Q: 3 clusters Score -1.200799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -12007991.000000 Penalty: 3725.187744
	Iteration 63Q: 3 clusters Score -1.200799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78379 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -12008001.000000 Penalty: 3725.187744
	Iteration 64Q: 3 clusters Score -1.2008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -12007991.000000 Penalty: 3725.187744
	Iteration 65Q: 3 clusters Score -1.200799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -12007988.000000 Penalty: 3725.187744
	Iteration 66Q: 3 clusters Score -1.200799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -12007984.000000 Penalty: 3725.187744
	Iteration 67Q: 3 clusters Score -1.200798e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -12007999.000000 Penalty: 3725.187744
	Iteration 68Q: 3 clusters Score -1.2008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -12007993.000000 Penalty: 3725.187744
	Iteration 69Q: 3 clusters Score -1.200799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -12007993.000000 Penalty: 3725.187744
	Iteration 70Q: 3 clusters Score -1.200799e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -12007989.000000 Penalty: 3725.187744
	Iteration 71Q: 3 clusters Score -1.200799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -12007987.000000 Penalty: 3725.187744
	Iteration 72Q: 3 clusters Score -1.200799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -12007983.000000 Penalty: 3725.187744
	Iteration 73Q: 3 clusters Score -1.200798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -12007987.000000 Penalty: 3725.187744
	Iteration 74Q: 3 clusters Score -1.200799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -12007978.000000 Penalty: 3725.187744
	Iteration 75Q: 3 clusters Score -1.200798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -12007966.000000 Penalty: 3725.187744
	Iteration 76Q: 3 clusters Score -1.200797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78591 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -12007956.000000 Penalty: 3725.187744
	Iteration 77Q: 3 clusters Score -1.200796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -12007958.000000 Penalty: 3725.187744
	Iteration 78Q: 3 clusters Score -1.200796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -12007949.000000 Penalty: 3725.187744
	Iteration 79Q: 3 clusters Score -1.200795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -12007962.000000 Penalty: 3725.187744
	Iteration 80F: 3 clusters Score -1.200796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -12007955.000000 Penalty: 3725.187744
	Iteration 81Q: 3 clusters Score -1.200796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78615 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -12007958.000000 Penalty: 3725.187744
	Iteration 82Q: 3 clusters Score -1.200796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -12007953.000000 Penalty: 3725.187744
	Iteration 83Q: 3 clusters Score -1.200795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -12007951.000000 Penalty: 3725.187744
	Iteration 84Q: 3 clusters Score -1.200795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -12007939.000000 Penalty: 3725.187744
	Iteration 85Q: 3 clusters Score -1.200794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -12007952.000000 Penalty: 3725.187744
	Iteration 86Q: 3 clusters Score -1.200795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -12007951.000000 Penalty: 3725.187744
	Iteration 87Q: 3 clusters Score -1.200795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -12007957.000000 Penalty: 3725.187744
	Iteration 88Q: 3 clusters Score -1.200796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -12007958.000000 Penalty: 3725.187744
	Iteration 89Q: 3 clusters Score -1.200796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -12007959.000000 Penalty: 3725.187744
	Iteration 90Q: 3 clusters Score -1.200796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -12007959.000000 Penalty: 3725.187744
	Iteration 91Q: 3 clusters Score -1.200796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -12007958.000000 Penalty: 3725.187744
	Iteration 92Q: 3 clusters Score -1.200796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -12007956.000000 Penalty: 3725.187744
	Iteration 93Q: 3 clusters Score -1.200796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -12007955.000000 Penalty: 3725.187744
	Iteration 94Q: 3 clusters Score -1.200796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -12007948.000000 Penalty: 3725.187744
	Iteration 95Q: 3 clusters Score -1.200795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -12007951.000000 Penalty: 3725.187744
	Iteration 96Q: 3 clusters Score -1.200795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -12007951.000000 Penalty: 3725.187744
	Iteration 97F: 3 clusters Score -1.200795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (78564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Entering Unmasked Estep 
Score: -9828527.000000 Penalty: 1831.646118
	Iteration 0F: 2 clusters Score -9828527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -9776382.000000 Penalty: 3663.292236
	Iteration 0F: 3 clusters Score -9776382 nChanged 37406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -9798201.000000 Penalty: 3663.292236
	Iteration 1F: 3 clusters Score -9798201 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -9799338.000000 Penalty: 3663.292236
	Iteration 2Q: 3 clusters Score -9799338 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -9800919.000000 Penalty: 3663.292236
	Iteration 3Q: 3 clusters Score -9800919 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -9803413.000000 Penalty: 3663.292236
	Iteration 4F: 3 clusters Score -9803413 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -9807215.000000 Penalty: 3663.292236
	Iteration 5F: 3 clusters Score -9807215 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -9811814.000000 Penalty: 3663.292236
	Iteration 6F: 3 clusters Score -9811814 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -9816103.000000 Penalty: 3663.292236
	Iteration 7F: 3 clusters Score -9816103 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -9818970.000000 Penalty: 3663.292236
	Iteration 8Q: 3 clusters Score -9818970 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -9820731.000000 Penalty: 3663.292236
	Iteration 9Q: 3 clusters Score -9820731 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -9821854.000000 Penalty: 3663.292236
	Iteration 10Q: 3 clusters Score -9821854 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -9822631.000000 Penalty: 3663.292236
	Iteration 11Q: 3 clusters Score -9822631 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -9823181.000000 Penalty: 3663.292236
	Iteration 12Q: 3 clusters Score -9823181 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -9823555.000000 Penalty: 3663.292236
	Iteration 13Q: 3 clusters Score -9823555 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -9823868.000000 Penalty: 3663.292236
	Iteration 14Q: 3 clusters Score -9823868 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -9824061.000000 Penalty: 3663.292236
	Iteration 15Q: 3 clusters Score -9824061 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -9824270.000000 Penalty: 3663.292236
	Iteration 16Q: 3 clusters Score -9824270 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -9824466.000000 Penalty: 3663.292236
	Iteration 17Q: 3 clusters Score -9824466 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -9824591.000000 Penalty: 3663.292236
	Iteration 18Q: 3 clusters Score -9824591 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -9824756.000000 Penalty: 3663.292236
	Iteration 19Q: 3 clusters Score -9824756 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -9824933.000000 Penalty: 3663.292236
	Iteration 20F: 3 clusters Score -9824933 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
Score: -9825057.000000 Penalty: 3663.292236
	Iteration 21Q: 3 clusters Score -9825057 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -9825119.000000 Penalty: 3663.292236
	Iteration 22Q: 3 clusters Score -9825119 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -9825251.000000 Penalty: 3663.292236
	Iteration 23Q: 3 clusters Score -9825251 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -9825312.000000 Penalty: 3663.292236
	Iteration 24Q: 3 clusters Score -9825312 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -9825363.000000 Penalty: 3663.292236
	Iteration 25Q: 3 clusters Score -9825363 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -9825454.000000 Penalty: 3663.292236
	Iteration 26Q: 3 clusters Score -9825454 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -9825519.000000 Penalty: 3663.292236
	Iteration 27Q: 3 clusters Score -9825519 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -9825581.000000 Penalty: 3663.292236
	Iteration 28Q: 3 clusters Score -9825581 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -9825648.000000 Penalty: 3663.292236
	Iteration 29Q: 3 clusters Score -9825648 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -9825689.000000 Penalty: 3663.292236
	Iteration 30Q: 3 clusters Score -9825689 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 74352 members 
Entering Unmasked Estep 
Score: -9825750.000000 Penalty: 3663.292236
	Iteration 31Q: 3 clusters Score -9825750 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -9825777.000000 Penalty: 3663.292236
	Iteration 32Q: 3 clusters Score -9825777 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -9825839.000000 Penalty: 3663.292236
	Iteration 33Q: 3 clusters Score -9825839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -9825888.000000 Penalty: 3663.292236
	Iteration 34Q: 3 clusters Score -9825888 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -9825894.000000 Penalty: 3663.292236
	Iteration 35Q: 3 clusters Score -9825894 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -9825944.000000 Penalty: 3663.292236
	Iteration 36Q: 3 clusters Score -9825944 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -9826006.000000 Penalty: 3663.292236
	Iteration 37Q: 3 clusters Score -9826006 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -9826047.000000 Penalty: 3663.292236
	Iteration 38Q: 3 clusters Score -9826047 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -9826121.000000 Penalty: 3663.292236
	Iteration 39Q: 3 clusters Score -9826121 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 75648 members 
Entering Unmasked Estep 
Score: -9826177.000000 Penalty: 3663.292236
	Iteration 40F: 3 clusters Score -9826177 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -9826253.000000 Penalty: 3663.292236
	Iteration 41Q: 3 clusters Score -9826253 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -9826279.000000 Penalty: 3663.292236
	Iteration 42Q: 3 clusters Score -9826279 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -9826334.000000 Penalty: 3663.292236
	Iteration 43Q: 3 clusters Score -9826334 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -9826382.000000 Penalty: 3663.292236
	Iteration 44Q: 3 clusters Score -9826382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -9826399.000000 Penalty: 3663.292236
	Iteration 45Q: 3 clusters Score -9826399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 76346 members 
Entering Unmasked Estep 
Score: -9826425.000000 Penalty: 3663.292236
	Iteration 46Q: 3 clusters Score -9826425 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -9826452.000000 Penalty: 3663.292236
	Iteration 47Q: 3 clusters Score -9826452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -9826505.000000 Penalty: 3663.292236
	Iteration 48Q: 3 clusters Score -9826505 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -9826555.000000 Penalty: 3663.292236
	Iteration 49Q: 3 clusters Score -9826555 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -9826595.000000 Penalty: 3663.292236
	Iteration 50Q: 3 clusters Score -9826595 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -9826617.000000 Penalty: 3663.292236
	Iteration 51Q: 3 clusters Score -9826617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -9826671.000000 Penalty: 3663.292236
	Iteration 52Q: 3 clusters Score -9826671 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -9826709.000000 Penalty: 3663.292236
	Iteration 53Q: 3 clusters Score -9826709 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -9826745.000000 Penalty: 3663.292236
	Iteration 54Q: 3 clusters Score -9826745 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -9826773.000000 Penalty: 3663.292236
	Iteration 55Q: 3 clusters Score -9826773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -9826820.000000 Penalty: 3663.292236
	Iteration 56Q: 3 clusters Score -9826820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -9826845.000000 Penalty: 3663.292236
	Iteration 57Q: 3 clusters Score -9826845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -9826856.000000 Penalty: 3663.292236
	Iteration 58Q: 3 clusters Score -9826856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -9826855.000000 Penalty: 3663.292236
	Iteration 59Q: 3 clusters Score -9826855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -9826871.000000 Penalty: 3663.292236
	Iteration 60F: 3 clusters Score -9826871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -9826884.000000 Penalty: 3663.292236
	Iteration 61Q: 3 clusters Score -9826884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -9826915.000000 Penalty: 3663.292236
	Iteration 62Q: 3 clusters Score -9826915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -9826915.000000 Penalty: 3663.292236
	Iteration 63Q: 3 clusters Score -9826915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -9826916.000000 Penalty: 3663.292236
	Iteration 64Q: 3 clusters Score -9826916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -9826921.000000 Penalty: 3663.292236
	Iteration 65Q: 3 clusters Score -9826921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -9826923.000000 Penalty: 3663.292236
	Iteration 66Q: 3 clusters Score -9826923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 77579 members 
Entering Unmasked Estep 
Score: -9826934.000000 Penalty: 3663.292236
	Iteration 67Q: 3 clusters Score -9826934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -9826941.000000 Penalty: 3663.292236
	Iteration 68Q: 3 clusters Score -9826941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -9826932.000000 Penalty: 3663.292236
	Iteration 69Q: 3 clusters Score -9826932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -9826923.000000 Penalty: 3663.292236
	Iteration 70Q: 3 clusters Score -9826923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -9826925.000000 Penalty: 3663.292236
	Iteration 71Q: 3 clusters Score -9826925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 77616 members 
Entering Unmasked Estep 
Score: -9826927.000000 Penalty: 3663.292236
	Iteration 72Q: 3 clusters Score -9826927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -9826927.000000 Penalty: 3663.292236
	Iteration 73Q: 3 clusters Score -9826927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -9826925.000000 Penalty: 3663.292236
	Iteration 74Q: 3 clusters Score -9826925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -9826937.000000 Penalty: 3663.292236
	Iteration 75Q: 3 clusters Score -9826937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 77641 members 
Entering Unmasked Estep 
Score: -9826940.000000 Penalty: 3663.292236
	Iteration 76Q: 3 clusters Score -9826940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -9826940.000000 Penalty: 3663.292236
	Iteration 77Q: 3 clusters Score -9826940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 77654 members 
Entering Unmasked Estep 
Score: -9826947.000000 Penalty: 3663.292236
	Iteration 78Q: 3 clusters Score -9826947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 77663 members 
Entering Unmasked Estep 
Score: -9826950.000000 Penalty: 3663.292236
	Iteration 79Q: 3 clusters Score -9826950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 77674 members 
Entering Unmasked Estep 
Score: -9826962.000000 Penalty: 3663.292236
	Iteration 80F: 3 clusters Score -9826962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -9826956.000000 Penalty: 3663.292236
	Iteration 81Q: 3 clusters Score -9826956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -9826956.000000 Penalty: 3663.292236
	Iteration 82Q: 3 clusters Score -9826956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -9826965.000000 Penalty: 3663.292236
	Iteration 83Q: 3 clusters Score -9826965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -9826970.000000 Penalty: 3663.292236
	Iteration 84Q: 3 clusters Score -9826970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -9826971.000000 Penalty: 3663.292236
	Iteration 85Q: 3 clusters Score -9826971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -9826974.000000 Penalty: 3663.292236
	Iteration 86Q: 3 clusters Score -9826974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -9826976.000000 Penalty: 3663.292236
	Iteration 87Q: 3 clusters Score -9826976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -9826972.000000 Penalty: 3663.292236
	Iteration 88Q: 3 clusters Score -9826972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -9826971.000000 Penalty: 3663.292236
	Iteration 89Q: 3 clusters Score -9826971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -9826978.000000 Penalty: 3663.292236
	Iteration 90Q: 3 clusters Score -9826978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -9826973.000000 Penalty: 3663.292236
	Iteration 91Q: 3 clusters Score -9826973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -9826978.000000 Penalty: 3663.292236
	Iteration 92Q: 3 clusters Score -9826978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -9826975.000000 Penalty: 3663.292236
	Iteration 93Q: 3 clusters Score -9826975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -9826976.000000 Penalty: 3663.292236
	Iteration 94Q: 3 clusters Score -9826976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -9826968.000000 Penalty: 3663.292236
	Iteration 95Q: 3 clusters Score -9826968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -9826964.000000 Penalty: 3663.292236
	Iteration 96Q: 3 clusters Score -9826964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -9826971.000000 Penalty: 3663.292236
	Iteration 97Q: 3 clusters Score -9826971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -9826976.000000 Penalty: 3663.292236
	Iteration 98Q: 3 clusters Score -9826976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -9826976.000000 Penalty: 3663.292236
	Iteration 99F: 3 clusters Score -9826976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (88105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Entering Unmasked Estep 
Score: -10984987.000000 Penalty: 1850.271240
	Iteration 0F: 2 clusters Score -1.098499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -10927502.000000 Penalty: 3700.542480
	Iteration 0F: 3 clusters Score -1.09275e+07 nChanged 42074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -10951715.000000 Penalty: 3700.542480
	Iteration 1F: 3 clusters Score -1.095172e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -10952342.000000 Penalty: 3700.542480
	Iteration 2Q: 3 clusters Score -1.095234e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -10953032.000000 Penalty: 3700.542480
	Iteration 3Q: 3 clusters Score -1.095303e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -10953960.000000 Penalty: 3700.542480
	Iteration 4Q: 3 clusters Score -1.095396e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -10955334.000000 Penalty: 3700.542480
	Iteration 5Q: 3 clusters Score -1.095533e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -10957494.000000 Penalty: 3700.542480
	Iteration 6F: 3 clusters Score -1.095749e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -10960970.000000 Penalty: 3700.542480
	Iteration 7F: 3 clusters Score -1.096097e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -10965688.000000 Penalty: 3700.542480
	Iteration 8F: 3 clusters Score -1.096569e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -10970937.000000 Penalty: 3700.542480
	Iteration 9F: 3 clusters Score -1.097094e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -10975036.000000 Penalty: 3700.542480
	Iteration 10F: 3 clusters Score -1.097504e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -10977089.000000 Penalty: 3700.542480
	Iteration 11Q: 3 clusters Score -1.097709e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -10978210.000000 Penalty: 3700.542480
	Iteration 12Q: 3 clusters Score -1.097821e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -10978942.000000 Penalty: 3700.542480
	Iteration 13Q: 3 clusters Score -1.097894e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -10979508.000000 Penalty: 3700.542480
	Iteration 14Q: 3 clusters Score -1.097951e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -10980047.000000 Penalty: 3700.542480
	Iteration 15Q: 3 clusters Score -1.098005e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -10980546.000000 Penalty: 3700.542480
	Iteration 16Q: 3 clusters Score -1.098055e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -10981005.000000 Penalty: 3700.542480
	Iteration 17Q: 3 clusters Score -1.0981e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -10981469.000000 Penalty: 3700.542480
	Iteration 18Q: 3 clusters Score -1.098147e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -10981741.000000 Penalty: 3700.542480
	Iteration 19Q: 3 clusters Score -1.098174e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -10982083.000000 Penalty: 3700.542480
	Iteration 20F: 3 clusters Score -1.098208e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -10982320.000000 Penalty: 3700.542480
	Iteration 21Q: 3 clusters Score -1.098232e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -10982457.000000 Penalty: 3700.542480
	Iteration 22Q: 3 clusters Score -1.098246e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -10982619.000000 Penalty: 3700.542480
	Iteration 23Q: 3 clusters Score -1.098262e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -10982787.000000 Penalty: 3700.542480
	Iteration 24Q: 3 clusters Score -1.098279e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -10982890.000000 Penalty: 3700.542480
	Iteration 25Q: 3 clusters Score -1.098289e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -10983015.000000 Penalty: 3700.542480
	Iteration 26Q: 3 clusters Score -1.098302e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -10983093.000000 Penalty: 3700.542480
	Iteration 27Q: 3 clusters Score -1.098309e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -10983193.000000 Penalty: 3700.542480
	Iteration 28Q: 3 clusters Score -1.098319e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84840 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -10983246.000000 Penalty: 3700.542480
	Iteration 29Q: 3 clusters Score -1.098325e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -10983295.000000 Penalty: 3700.542480
	Iteration 30Q: 3 clusters Score -1.09833e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -10983383.000000 Penalty: 3700.542480
	Iteration 31Q: 3 clusters Score -1.098338e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10983388.000000 Penalty: 3700.542480
	Iteration 32Q: 3 clusters Score -1.098339e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -10983406.000000 Penalty: 3700.542480
	Iteration 33Q: 3 clusters Score -1.098341e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -10983464.000000 Penalty: 3700.542480
	Iteration 34Q: 3 clusters Score -1.098346e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10983461.000000 Penalty: 3700.542480
	Iteration 35Q: 3 clusters Score -1.098346e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10983509.000000 Penalty: 3700.542480
	Iteration 36Q: 3 clusters Score -1.098351e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10983515.000000 Penalty: 3700.542480
	Iteration 37Q: 3 clusters Score -1.098352e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10983503.000000 Penalty: 3700.542480
	Iteration 38Q: 3 clusters Score -1.09835e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10983522.000000 Penalty: 3700.542480
	Iteration 39Q: 3 clusters Score -1.098352e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10983546.000000 Penalty: 3700.542480
	Iteration 40F: 3 clusters Score -1.098355e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10983554.000000 Penalty: 3700.542480
	Iteration 41Q: 3 clusters Score -1.098355e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10983559.000000 Penalty: 3700.542480
	Iteration 42Q: 3 clusters Score -1.098356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10983553.000000 Penalty: 3700.542480
	Iteration 43Q: 3 clusters Score -1.098355e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10983538.000000 Penalty: 3700.542480
	Iteration 44Q: 3 clusters Score -1.098354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10983541.000000 Penalty: 3700.542480
	Iteration 45Q: 3 clusters Score -1.098354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10983553.000000 Penalty: 3700.542480
	Iteration 46Q: 3 clusters Score -1.098355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87345 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10983549.000000 Penalty: 3700.542480
	Iteration 47Q: 3 clusters Score -1.098355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10983575.000000 Penalty: 3700.542480
	Iteration 48Q: 3 clusters Score -1.098358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10983570.000000 Penalty: 3700.542480
	Iteration 49Q: 3 clusters Score -1.098357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10983588.000000 Penalty: 3700.542480
	Iteration 50Q: 3 clusters Score -1.098359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87400 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10983593.000000 Penalty: 3700.542480
	Iteration 51Q: 3 clusters Score -1.098359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87410 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10983584.000000 Penalty: 3700.542480
	Iteration 52Q: 3 clusters Score -1.098358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10983587.000000 Penalty: 3700.542480
	Iteration 53Q: 3 clusters Score -1.098359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87423 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10983602.000000 Penalty: 3700.542480
	Iteration 54Q: 3 clusters Score -1.09836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10983597.000000 Penalty: 3700.542480
	Iteration 55Q: 3 clusters Score -1.09836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10983600.000000 Penalty: 3700.542480
	Iteration 56Q: 3 clusters Score -1.09836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10983610.000000 Penalty: 3700.542480
	Iteration 57Q: 3 clusters Score -1.098361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10983614.000000 Penalty: 3700.542480
	Iteration 58Q: 3 clusters Score -1.098361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10983617.000000 Penalty: 3700.542480
	Iteration 59Q: 3 clusters Score -1.098362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10983605.000000 Penalty: 3700.542480
	Iteration 60F: 3 clusters Score -1.09836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10983598.000000 Penalty: 3700.542480
	Iteration 61Q: 3 clusters Score -1.09836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87465 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10983610.000000 Penalty: 3700.542480
	Iteration 62Q: 3 clusters Score -1.098361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10983606.000000 Penalty: 3700.542480
	Iteration 63Q: 3 clusters Score -1.098361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87474 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10983601.000000 Penalty: 3700.542480
	Iteration 64Q: 3 clusters Score -1.09836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10983606.000000 Penalty: 3700.542480
	Iteration 65Q: 3 clusters Score -1.098361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10983591.000000 Penalty: 3700.542480
	Iteration 66Q: 3 clusters Score -1.098359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10983602.000000 Penalty: 3700.542480
	Iteration 67Q: 3 clusters Score -1.09836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10983600.000000 Penalty: 3700.542480
	Iteration 68Q: 3 clusters Score -1.09836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10983603.000000 Penalty: 3700.542480
	Iteration 69Q: 3 clusters Score -1.09836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10983611.000000 Penalty: 3700.542480
	Iteration 70Q: 3 clusters Score -1.098361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10983609.000000 Penalty: 3700.542480
	Iteration 71Q: 3 clusters Score -1.098361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10983625.000000 Penalty: 3700.542480
	Iteration 72Q: 3 clusters Score -1.098362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10983623.000000 Penalty: 3700.542480
	Iteration 73Q: 3 clusters Score -1.098362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10983622.000000 Penalty: 3700.542480
	Iteration 74Q: 3 clusters Score -1.098362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10983630.000000 Penalty: 3700.542480
	Iteration 75Q: 3 clusters Score -1.098363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10983626.000000 Penalty: 3700.542480
	Iteration 76Q: 3 clusters Score -1.098363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10983619.000000 Penalty: 3700.542480
	Iteration 77Q: 3 clusters Score -1.098362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87535 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10983623.000000 Penalty: 3700.542480
	Iteration 78Q: 3 clusters Score -1.098362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10983626.000000 Penalty: 3700.542480
	Iteration 79Q: 3 clusters Score -1.098363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10983630.000000 Penalty: 3700.542480
	Iteration 80F: 3 clusters Score -1.098363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10983631.000000 Penalty: 3700.542480
	Iteration 81Q: 3 clusters Score -1.098363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10983631.000000 Penalty: 3700.542480
	Iteration 82F: 3 clusters Score -1.098363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -217131.000000 Penalty: 1225.523560
	Iteration 0F: 2 clusters Score -217131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -215123.859375 Penalty: 2451.047119
	Iteration 0F: 3 clusters Score -215123.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -215617.656250 Penalty: 2451.047119
	Iteration 1F: 3 clusters Score -215617.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -215785.500000 Penalty: 2451.047119
	Iteration 2F: 3 clusters Score -215785.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -215878.734375 Penalty: 2451.047119
	Iteration 3F: 3 clusters Score -215878.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215944.875000 Penalty: 2451.047119
	Iteration 4Q: 3 clusters Score -215944.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -216024.718750 Penalty: 2451.047119
	Iteration 5Q: 3 clusters Score -216024.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -216112.953125 Penalty: 2451.047119
	Iteration 6Q: 3 clusters Score -216113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -216184.843750 Penalty: 2451.047119
	Iteration 7Q: 3 clusters Score -216184.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -216265.031250 Penalty: 2451.047119
	Iteration 8Q: 3 clusters Score -216265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -216338.187500 Penalty: 2451.047119
	Iteration 9Q: 3 clusters Score -216338.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -216396.156250 Penalty: 2451.047119
	Iteration 10Q: 3 clusters Score -216396.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -216440.343750 Penalty: 2451.047119
	Iteration 11Q: 3 clusters Score -216440.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -216459.437500 Penalty: 2451.047119
	Iteration 12Q: 3 clusters Score -216459.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -216471.890625 Penalty: 2451.047119
	Iteration 13Q: 3 clusters Score -216471.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -216482.343750 Penalty: 2451.047119
	Iteration 14Q: 3 clusters Score -216482.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -216490.546875 Penalty: 2451.047119
	Iteration 15Q: 3 clusters Score -216490.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -216496.140625 Penalty: 2451.047119
	Iteration 16Q: 3 clusters Score -216496.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -216504.812500 Penalty: 2451.047119
	Iteration 17Q: 3 clusters Score -216504.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -216513.125000 Penalty: 2451.047119
	Iteration 18Q: 3 clusters Score -216513.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -216520.015625 Penalty: 2451.047119
	Iteration 19Q: 3 clusters Score -216520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -216525.906250 Penalty: 2451.047119
	Iteration 20F: 3 clusters Score -216525.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -216531.171875 Penalty: 2451.047119
	Iteration 21Q: 3 clusters Score -216531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -216534.593750 Penalty: 2451.047119
	Iteration 22Q: 3 clusters Score -216534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -216535.468750 Penalty: 2451.047119
	Iteration 23Q: 3 clusters Score -216535.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -216535.906250 Penalty: 2451.047119
	Iteration 24Q: 3 clusters Score -216535.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -216535.906250 Penalty: 2451.047119
	Iteration 25F: 3 clusters Score -216535.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Entering Unmasked Estep 
Score: -412053.375000 Penalty: 1331.741699
	Iteration 0F: 2 clusters Score -412053.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -409002.750000 Penalty: 2663.483398
	Iteration 0F: 3 clusters Score -409002.8 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -409941.093750 Penalty: 2663.483398
	Iteration 1F: 3 clusters Score -409941.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -410230.468750 Penalty: 2663.483398
	Iteration 2F: 3 clusters Score -410230.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -410458.375000 Penalty: 2663.483398
	Iteration 3F: 3 clusters Score -410458.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -410691.937500 Penalty: 2663.483398
	Iteration 4F: 3 clusters Score -410691.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -410951.125000 Penalty: 2663.483398
	Iteration 5F: 3 clusters Score -410951.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -411301.843750 Penalty: 2663.483398
	Iteration 6F: 3 clusters Score -411301.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -411628.968750 Penalty: 2663.483398
	Iteration 7F: 3 clusters Score -411629 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -411894.531250 Penalty: 2663.483398
	Iteration 8Q: 3 clusters Score -411894.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -412054.968750 Penalty: 2663.483398
	Iteration 9Q: 3 clusters Score -412055 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -412132.031250 Penalty: 2663.483398
	Iteration 10Q: 3 clusters Score -412132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -412158.250000 Penalty: 2663.483398
	Iteration 11Q: 3 clusters Score -412158.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -412171.281250 Penalty: 2663.483398
	Iteration 12Q: 3 clusters Score -412171.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -412176.343750 Penalty: 2663.483398
	Iteration 13Q: 3 clusters Score -412176.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -412180.156250 Penalty: 2663.483398
	Iteration 14Q: 3 clusters Score -412180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -412180.375000 Penalty: 2663.483398
	Iteration 15Q: 3 clusters Score -412180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -412180.593750 Penalty: 2663.483398
	Iteration 16Q: 3 clusters Score -412180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -412180.593750 Penalty: 2663.483398
	Iteration 17F: 3 clusters Score -412180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 95046 members 
Mstep: Class 4 contains 78564 members 
Mstep: Class 5 contains 88105 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29108 members 
Mstep: Class 11 contains 96687 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 10693 members 
Mstep: Class 14 contains 9078 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 89709 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 79099 members 
Mstep: Class 19 contains 5300 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 87573 members 
Mstep: Class 24 contains 25754 members 
Mstep: Class 25 contains 4922 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 6143 members 
Mstep: Class 28 contains 9297 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Mstep: Class 32 contains 1616 members 
Entering Unmasked Estep 
Score: -102249048.000000 Penalty: 70941.500000
Splitting cluster 7 changes total score from -102249840.000000 to -102249048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -22086.011719 Penalty: 902.355896
	Iteration 0F: 2 clusters Score -22086.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21383.828125 Penalty: 1804.711792
	Iteration 0F: 3 clusters Score -21383.83 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21515.451172 Penalty: 1804.711792
	Iteration 1F: 3 clusters Score -21515.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21535.435547 Penalty: 1804.711792
	Iteration 2Q: 3 clusters Score -21535.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21552.750000 Penalty: 1804.711792
	Iteration 3Q: 3 clusters Score -21552.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21554.722656 Penalty: 1804.711792
	Iteration 4Q: 3 clusters Score -21554.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21555.691406 Penalty: 1804.711792
	Iteration 5Q: 3 clusters Score -21555.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21555.691406 Penalty: 1804.711792
	Iteration 6F: 3 clusters Score -21555.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -43964.851562 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -43964.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43060.511719 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -43060.51 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43377.402344 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -43377.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43469.968750 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -43469.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43494.343750 Penalty: 1996.860352
	Iteration 3Q: 3 clusters Score -43494.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -43506.074219 Penalty: 1996.860352
	Iteration 4Q: 3 clusters Score -43506.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43519.976562 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -43519.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43530.339844 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -43530.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43537.730469 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -43537.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43537.933594 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -43537.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43537.933594 Penalty: 1996.860352
	Iteration 9F: 3 clusters Score -43537.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Entering Unmasked Estep 
Score: -3604257.000000 Penalty: 1670.299927
	Iteration 0F: 2 clusters Score -3604257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3584626.250000 Penalty: 3340.599854
	Iteration 0F: 3 clusters Score -3584626 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3592093.750000 Penalty: 3340.599854
	Iteration 1F: 3 clusters Score -3592094 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3592470.750000 Penalty: 3340.599854
	Iteration 2Q: 3 clusters Score -3592471 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3592927.000000 Penalty: 3340.599854
	Iteration 3Q: 3 clusters Score -3592927 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3593474.000000 Penalty: 3340.599854
	Iteration 4Q: 3 clusters Score -3593474 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3594042.750000 Penalty: 3340.599854
	Iteration 5Q: 3 clusters Score -3594043 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3594804.250000 Penalty: 3340.599854
	Iteration 6Q: 3 clusters Score -3594804 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3595782.250000 Penalty: 3340.599854
	Iteration 7F: 3 clusters Score -3595782 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3596967.000000 Penalty: 3340.599854
	Iteration 8F: 3 clusters Score -3596967 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3598300.750000 Penalty: 3340.599854
	Iteration 9F: 3 clusters Score -3598301 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3599580.750000 Penalty: 3340.599854
	Iteration 10F: 3 clusters Score -3599581 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3600606.250000 Penalty: 3340.599854
	Iteration 11Q: 3 clusters Score -3600606 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3601231.250000 Penalty: 3340.599854
	Iteration 12Q: 3 clusters Score -3601231 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3601702.500000 Penalty: 3340.599854
	Iteration 13Q: 3 clusters Score -3601702 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3602024.750000 Penalty: 3340.599854
	Iteration 14Q: 3 clusters Score -3602025 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -3602239.500000 Penalty: 3340.599854
	Iteration 15Q: 3 clusters Score -3602240 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3602394.500000 Penalty: 3340.599854
	Iteration 16Q: 3 clusters Score -3602394 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3602480.250000 Penalty: 3340.599854
	Iteration 17Q: 3 clusters Score -3602480 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3602546.250000 Penalty: 3340.599854
	Iteration 18Q: 3 clusters Score -3602546 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -3602599.000000 Penalty: 3340.599854
	Iteration 19Q: 3 clusters Score -3602599 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3602632.250000 Penalty: 3340.599854
	Iteration 20F: 3 clusters Score -3602632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3602667.000000 Penalty: 3340.599854
	Iteration 21Q: 3 clusters Score -3602667 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3602710.250000 Penalty: 3340.599854
	Iteration 22Q: 3 clusters Score -3602710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3602739.750000 Penalty: 3340.599854
	Iteration 23Q: 3 clusters Score -3602740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3602760.250000 Penalty: 3340.599854
	Iteration 24Q: 3 clusters Score -3602760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3602783.000000 Penalty: 3340.599854
	Iteration 25Q: 3 clusters Score -3602783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -3602791.500000 Penalty: 3340.599854
	Iteration 26Q: 3 clusters Score -3602792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3602795.750000 Penalty: 3340.599854
	Iteration 27Q: 3 clusters Score -3602796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -3602803.500000 Penalty: 3340.599854
	Iteration 28Q: 3 clusters Score -3602804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3602817.250000 Penalty: 3340.599854
	Iteration 29Q: 3 clusters Score -3602817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3602831.750000 Penalty: 3340.599854
	Iteration 30Q: 3 clusters Score -3602832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3602838.750000 Penalty: 3340.599854
	Iteration 31Q: 3 clusters Score -3602839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3602854.500000 Penalty: 3340.599854
	Iteration 32Q: 3 clusters Score -3602854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3602855.750000 Penalty: 3340.599854
	Iteration 33Q: 3 clusters Score -3602856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3602863.750000 Penalty: 3340.599854
	Iteration 34Q: 3 clusters Score -3602864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3602873.750000 Penalty: 3340.599854
	Iteration 35Q: 3 clusters Score -3602874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3602885.250000 Penalty: 3340.599854
	Iteration 36Q: 3 clusters Score -3602885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3602892.000000 Penalty: 3340.599854
	Iteration 37Q: 3 clusters Score -3602892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3602893.750000 Penalty: 3340.599854
	Iteration 38Q: 3 clusters Score -3602894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -3602897.250000 Penalty: 3340.599854
	Iteration 39Q: 3 clusters Score -3602897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -3602899.500000 Penalty: 3340.599854
	Iteration 40F: 3 clusters Score -3602900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3602899.250000 Penalty: 3340.599854
	Iteration 41Q: 3 clusters Score -3602899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3602905.250000 Penalty: 3340.599854
	Iteration 42Q: 3 clusters Score -3602905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3602903.750000 Penalty: 3340.599854
	Iteration 43Q: 3 clusters Score -3602904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -3602907.500000 Penalty: 3340.599854
	Iteration 44Q: 3 clusters Score -3602908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3602912.500000 Penalty: 3340.599854
	Iteration 45Q: 3 clusters Score -3602912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3602910.250000 Penalty: 3340.599854
	Iteration 46Q: 3 clusters Score -3602910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3602912.250000 Penalty: 3340.599854
	Iteration 47Q: 3 clusters Score -3602912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3602912.000000 Penalty: 3340.599854
	Iteration 48Q: 3 clusters Score -3602912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3602912.000000 Penalty: 3340.599854
	Iteration 49Q: 3 clusters Score -3602912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -3602912.750000 Penalty: 3340.599854
	Iteration 50Q: 3 clusters Score -3602913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3602914.000000 Penalty: 3340.599854
	Iteration 51Q: 3 clusters Score -3602914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3602917.250000 Penalty: 3340.599854
	Iteration 52Q: 3 clusters Score -3602917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3602915.750000 Penalty: 3340.599854
	Iteration 53Q: 3 clusters Score -3602916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3602922.000000 Penalty: 3340.599854
	Iteration 54Q: 3 clusters Score -3602922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3602923.250000 Penalty: 3340.599854
	Iteration 55Q: 3 clusters Score -3602923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -3602924.250000 Penalty: 3340.599854
	Iteration 56Q: 3 clusters Score -3602924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3602927.500000 Penalty: 3340.599854
	Iteration 57Q: 3 clusters Score -3602928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -3602929.250000 Penalty: 3340.599854
	Iteration 58Q: 3 clusters Score -3602929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3602930.500000 Penalty: 3340.599854
	Iteration 59Q: 3 clusters Score -3602930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3602929.750000 Penalty: 3340.599854
	Iteration 60F: 3 clusters Score -3602930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (96687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Entering Unmasked Estep 
Score: -11899459.000000 Penalty: 1865.375610
	Iteration 0F: 2 clusters Score -1.189946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -11835930.000000 Penalty: 3730.751221
	Iteration 0F: 3 clusters Score -1.183593e+07 nChanged 46278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -11862896.000000 Penalty: 3730.751221
	Iteration 1F: 3 clusters Score -1.18629e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -11863649.000000 Penalty: 3730.751221
	Iteration 2Q: 3 clusters Score -1.186365e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -11864469.000000 Penalty: 3730.751221
	Iteration 3Q: 3 clusters Score -1.186447e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -11865497.000000 Penalty: 3730.751221
	Iteration 4Q: 3 clusters Score -1.18655e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -11866749.000000 Penalty: 3730.751221
	Iteration 5Q: 3 clusters Score -1.186675e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -11868613.000000 Penalty: 3730.751221
	Iteration 6Q: 3 clusters Score -1.186861e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -11871094.000000 Penalty: 3730.751221
	Iteration 7F: 3 clusters Score -1.187109e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -11874409.000000 Penalty: 3730.751221
	Iteration 8F: 3 clusters Score -1.187441e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -11878218.000000 Penalty: 3730.751221
	Iteration 9F: 3 clusters Score -1.187822e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -11881823.000000 Penalty: 3730.751221
	Iteration 10F: 3 clusters Score -1.188182e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -11884325.000000 Penalty: 3730.751221
	Iteration 11Q: 3 clusters Score -1.188432e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -11885703.000000 Penalty: 3730.751221
	Iteration 12Q: 3 clusters Score -1.18857e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -11886347.000000 Penalty: 3730.751221
	Iteration 13Q: 3 clusters Score -1.188635e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -11886642.000000 Penalty: 3730.751221
	Iteration 14Q: 3 clusters Score -1.188664e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -11886942.000000 Penalty: 3730.751221
	Iteration 15Q: 3 clusters Score -1.188694e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -11887256.000000 Penalty: 3730.751221
	Iteration 16Q: 3 clusters Score -1.188726e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -11887552.000000 Penalty: 3730.751221
	Iteration 17Q: 3 clusters Score -1.188755e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -11887897.000000 Penalty: 3730.751221
	Iteration 18Q: 3 clusters Score -1.18879e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -11888258.000000 Penalty: 3730.751221
	Iteration 19Q: 3 clusters Score -1.188826e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -11888680.000000 Penalty: 3730.751221
	Iteration 20F: 3 clusters Score -1.188868e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 76186 members 
Entering Unmasked Estep 
Score: -11889263.000000 Penalty: 3730.751221
	Iteration 21Q: 3 clusters Score -1.188926e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -11889840.000000 Penalty: 3730.751221
	Iteration 22Q: 3 clusters Score -1.188984e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 77995 members 
Entering Unmasked Estep 
Score: -11890468.000000 Penalty: 3730.751221
	Iteration 23Q: 3 clusters Score -1.189047e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -11891196.000000 Penalty: 3730.751221
	Iteration 24Q: 3 clusters Score -1.18912e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -11891914.000000 Penalty: 3730.751221
	Iteration 25Q: 3 clusters Score -1.189191e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 80511 members 
Entering Unmasked Estep 
Score: -11892516.000000 Penalty: 3730.751221
	Iteration 26Q: 3 clusters Score -1.189252e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -11892990.000000 Penalty: 3730.751221
	Iteration 27Q: 3 clusters Score -1.189299e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -11893562.000000 Penalty: 3730.751221
	Iteration 28Q: 3 clusters Score -1.189356e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -11894079.000000 Penalty: 3730.751221
	Iteration 29Q: 3 clusters Score -1.189408e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -11894559.000000 Penalty: 3730.751221
	Iteration 30Q: 3 clusters Score -1.189456e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -11894918.000000 Penalty: 3730.751221
	Iteration 31Q: 3 clusters Score -1.189492e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -11895195.000000 Penalty: 3730.751221
	Iteration 32Q: 3 clusters Score -1.18952e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -11895450.000000 Penalty: 3730.751221
	Iteration 33Q: 3 clusters Score -1.189545e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -11895619.000000 Penalty: 3730.751221
	Iteration 34Q: 3 clusters Score -1.189562e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 84940 members 
Entering Unmasked Estep 
Score: -11895836.000000 Penalty: 3730.751221
	Iteration 35Q: 3 clusters Score -1.189584e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -11896006.000000 Penalty: 3730.751221
	Iteration 36Q: 3 clusters Score -1.189601e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -11896120.000000 Penalty: 3730.751221
	Iteration 37Q: 3 clusters Score -1.189612e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -11896286.000000 Penalty: 3730.751221
	Iteration 38Q: 3 clusters Score -1.189629e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -11896426.000000 Penalty: 3730.751221
	Iteration 39Q: 3 clusters Score -1.189643e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -11896523.000000 Penalty: 3730.751221
	Iteration 40F: 3 clusters Score -1.189652e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 87454 members 
Entering Unmasked Estep 
Score: -11896620.000000 Penalty: 3730.751221
	Iteration 41Q: 3 clusters Score -1.189662e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -11896723.000000 Penalty: 3730.751221
	Iteration 42Q: 3 clusters Score -1.189672e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -11896822.000000 Penalty: 3730.751221
	Iteration 43Q: 3 clusters Score -1.189682e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -11896957.000000 Penalty: 3730.751221
	Iteration 44Q: 3 clusters Score -1.189696e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
Score: -11897086.000000 Penalty: 3730.751221
	Iteration 45Q: 3 clusters Score -1.189709e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 89597 members 
Entering Unmasked Estep 
Score: -11897146.000000 Penalty: 3730.751221
	Iteration 46Q: 3 clusters Score -1.189715e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -11897272.000000 Penalty: 3730.751221
	Iteration 47Q: 3 clusters Score -1.189727e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -11897300.000000 Penalty: 3730.751221
	Iteration 48Q: 3 clusters Score -1.18973e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 90770 members 
Entering Unmasked Estep 
Score: -11897390.000000 Penalty: 3730.751221
	Iteration 49Q: 3 clusters Score -1.189739e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 91142 members 
Entering Unmasked Estep 
Score: -11897422.000000 Penalty: 3730.751221
	Iteration 50Q: 3 clusters Score -1.189742e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -11897467.000000 Penalty: 3730.751221
	Iteration 51Q: 3 clusters Score -1.189747e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -11897571.000000 Penalty: 3730.751221
	Iteration 52Q: 3 clusters Score -1.189757e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -11897596.000000 Penalty: 3730.751221
	Iteration 53Q: 3 clusters Score -1.18976e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 92601 members 
Entering Unmasked Estep 
Score: -11897665.000000 Penalty: 3730.751221
	Iteration 54Q: 3 clusters Score -1.189766e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -11897728.000000 Penalty: 3730.751221
	Iteration 55Q: 3 clusters Score -1.189773e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -11897815.000000 Penalty: 3730.751221
	Iteration 56Q: 3 clusters Score -1.189782e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -11897859.000000 Penalty: 3730.751221
	Iteration 57Q: 3 clusters Score -1.189786e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 93860 members 
Entering Unmasked Estep 
Score: -11897903.000000 Penalty: 3730.751221
	Iteration 58Q: 3 clusters Score -1.18979e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 94089 members 
Entering Unmasked Estep 
Score: -11897932.000000 Penalty: 3730.751221
	Iteration 59Q: 3 clusters Score -1.189793e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -11897985.000000 Penalty: 3730.751221
	Iteration 60F: 3 clusters Score -1.189798e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -11898030.000000 Penalty: 3730.751221
	Iteration 61Q: 3 clusters Score -1.189803e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 94676 members 
Entering Unmasked Estep 
Score: -11898070.000000 Penalty: 3730.751221
	Iteration 62Q: 3 clusters Score -1.189807e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 94839 members 
Entering Unmasked Estep 
Score: -11898106.000000 Penalty: 3730.751221
	Iteration 63Q: 3 clusters Score -1.189811e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 95002 members 
Entering Unmasked Estep 
Score: -11898164.000000 Penalty: 3730.751221
	Iteration 64Q: 3 clusters Score -1.189816e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -11898235.000000 Penalty: 3730.751221
	Iteration 65Q: 3 clusters Score -1.189824e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -11898286.000000 Penalty: 3730.751221
	Iteration 66Q: 3 clusters Score -1.189829e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -11898364.000000 Penalty: 3730.751221
	Iteration 67Q: 3 clusters Score -1.189836e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -11898405.000000 Penalty: 3730.751221
	Iteration 68Q: 3 clusters Score -1.18984e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 95463 members 
Entering Unmasked Estep 
Score: -11898478.000000 Penalty: 3730.751221
	Iteration 69Q: 3 clusters Score -1.189848e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -11898508.000000 Penalty: 3730.751221
	Iteration 70Q: 3 clusters Score -1.189851e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -11898544.000000 Penalty: 3730.751221
	Iteration 71Q: 3 clusters Score -1.189854e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -11898563.000000 Penalty: 3730.751221
	Iteration 72Q: 3 clusters Score -1.189856e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 95592 members 
Entering Unmasked Estep 
Score: -11898585.000000 Penalty: 3730.751221
	Iteration 73Q: 3 clusters Score -1.189858e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -11898595.000000 Penalty: 3730.751221
	Iteration 74Q: 3 clusters Score -1.18986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 95612 members 
Entering Unmasked Estep 
Score: -11898586.000000 Penalty: 3730.751221
	Iteration 75Q: 3 clusters Score -1.189859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -11898586.000000 Penalty: 3730.751221
	Iteration 76Q: 3 clusters Score -1.189859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 95620 members 
Entering Unmasked Estep 
Score: -11898595.000000 Penalty: 3730.751221
	Iteration 77Q: 3 clusters Score -1.18986e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -11898609.000000 Penalty: 3730.751221
	Iteration 78Q: 3 clusters Score -1.189861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -11898611.000000 Penalty: 3730.751221
	Iteration 79Q: 3 clusters Score -1.189861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 95639 members 
Entering Unmasked Estep 
Score: -11898616.000000 Penalty: 3730.751221
	Iteration 80F: 3 clusters Score -1.189862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 95639 members 
Entering Unmasked Estep 
Score: -11898633.000000 Penalty: 3730.751221
	Iteration 81Q: 3 clusters Score -1.189863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -11898628.000000 Penalty: 3730.751221
	Iteration 82Q: 3 clusters Score -1.189863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -11898637.000000 Penalty: 3730.751221
	Iteration 83Q: 3 clusters Score -1.189864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -11898638.000000 Penalty: 3730.751221
	Iteration 84Q: 3 clusters Score -1.189864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -11898642.000000 Penalty: 3730.751221
	Iteration 85Q: 3 clusters Score -1.189864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -11898638.000000 Penalty: 3730.751221
	Iteration 86Q: 3 clusters Score -1.189864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -11898641.000000 Penalty: 3730.751221
	Iteration 87Q: 3 clusters Score -1.189864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -11898641.000000 Penalty: 3730.751221
	Iteration 88F: 3 clusters Score -1.189864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -210242.625000 Penalty: 1220.977783
	Iteration 0F: 2 clusters Score -210242.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -208270.796875 Penalty: 2441.955566
	Iteration 0F: 3 clusters Score -208270.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -208811.000000 Penalty: 2441.955566
	Iteration 1F: 3 clusters Score -208811 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209005.281250 Penalty: 2441.955566
	Iteration 2F: 3 clusters Score -209005.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -209137.109375 Penalty: 2441.955566
	Iteration 3F: 3 clusters Score -209137.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -209230.703125 Penalty: 2441.955566
	Iteration 4Q: 3 clusters Score -209230.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -209282.812500 Penalty: 2441.955566
	Iteration 5Q: 3 clusters Score -209282.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -209324.125000 Penalty: 2441.955566
	Iteration 6Q: 3 clusters Score -209324.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -209371.359375 Penalty: 2441.955566
	Iteration 7Q: 3 clusters Score -209371.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209423.328125 Penalty: 2441.955566
	Iteration 8Q: 3 clusters Score -209423.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -209475.171875 Penalty: 2441.955566
	Iteration 9Q: 3 clusters Score -209475.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -209509.250000 Penalty: 2441.955566
	Iteration 10Q: 3 clusters Score -209509.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -209543.812500 Penalty: 2441.955566
	Iteration 11Q: 3 clusters Score -209543.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -209566.421875 Penalty: 2441.955566
	Iteration 12Q: 3 clusters Score -209566.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -209586.312500 Penalty: 2441.955566
	Iteration 13Q: 3 clusters Score -209586.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -209606.250000 Penalty: 2441.955566
	Iteration 14Q: 3 clusters Score -209606.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -209632.140625 Penalty: 2441.955566
	Iteration 15Q: 3 clusters Score -209632.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -209661.296875 Penalty: 2441.955566
	Iteration 16Q: 3 clusters Score -209661.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -209677.468750 Penalty: 2441.955566
	Iteration 17Q: 3 clusters Score -209677.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -209693.234375 Penalty: 2441.955566
	Iteration 18Q: 3 clusters Score -209693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -209704.734375 Penalty: 2441.955566
	Iteration 19Q: 3 clusters Score -209704.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -209719.468750 Penalty: 2441.955566
	Iteration 20F: 3 clusters Score -209719.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -209731.390625 Penalty: 2441.955566
	Iteration 21Q: 3 clusters Score -209731.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -209745.234375 Penalty: 2441.955566
	Iteration 22Q: 3 clusters Score -209745.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -209757.296875 Penalty: 2441.955566
	Iteration 23Q: 3 clusters Score -209757.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -209764.843750 Penalty: 2441.955566
	Iteration 24Q: 3 clusters Score -209764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -209768.125000 Penalty: 2441.955566
	Iteration 25Q: 3 clusters Score -209768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -209770.546875 Penalty: 2441.955566
	Iteration 26Q: 3 clusters Score -209770.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -209771.609375 Penalty: 2441.955566
	Iteration 27Q: 3 clusters Score -209771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -209773.156250 Penalty: 2441.955566
	Iteration 28Q: 3 clusters Score -209773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -209773.359375 Penalty: 2441.955566
	Iteration 29Q: 3 clusters Score -209773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -209773.359375 Penalty: 2441.955566
	Iteration 30F: 3 clusters Score -209773.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Entering Unmasked Estep 
Score: -1283888.500000 Penalty: 1507.568481
	Iteration 0F: 2 clusters Score -1283888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1276286.250000 Penalty: 3015.136963
	Iteration 0F: 3 clusters Score -1276286 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1279007.000000 Penalty: 3015.136963
	Iteration 1F: 3 clusters Score -1279007 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1279406.750000 Penalty: 3015.136963
	Iteration 2F: 3 clusters Score -1279407 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1279792.375000 Penalty: 3015.136963
	Iteration 3F: 3 clusters Score -1279792 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1280202.625000 Penalty: 3015.136963
	Iteration 4F: 3 clusters Score -1280203 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1280659.125000 Penalty: 3015.136963
	Iteration 5F: 3 clusters Score -1280659 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1281143.875000 Penalty: 3015.136963
	Iteration 6F: 3 clusters Score -1281144 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1281611.750000 Penalty: 3015.136963
	Iteration 7F: 3 clusters Score -1281612 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1282011.250000 Penalty: 3015.136963
	Iteration 8F: 3 clusters Score -1282011 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1282354.500000 Penalty: 3015.136963
	Iteration 9Q: 3 clusters Score -1282354 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1282631.000000 Penalty: 3015.136963
	Iteration 10Q: 3 clusters Score -1282631 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1282834.375000 Penalty: 3015.136963
	Iteration 11Q: 3 clusters Score -1282834 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1282950.625000 Penalty: 3015.136963
	Iteration 12Q: 3 clusters Score -1282951 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1283010.125000 Penalty: 3015.136963
	Iteration 13Q: 3 clusters Score -1283010 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1283040.375000 Penalty: 3015.136963
	Iteration 14Q: 3 clusters Score -1283040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1283064.250000 Penalty: 3015.136963
	Iteration 15Q: 3 clusters Score -1283064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1283077.500000 Penalty: 3015.136963
	Iteration 16Q: 3 clusters Score -1283078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1283094.250000 Penalty: 3015.136963
	Iteration 17Q: 3 clusters Score -1283094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1283106.875000 Penalty: 3015.136963
	Iteration 18Q: 3 clusters Score -1283107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1283116.625000 Penalty: 3015.136963
	Iteration 19Q: 3 clusters Score -1283117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1283131.250000 Penalty: 3015.136963
	Iteration 20F: 3 clusters Score -1283131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1283136.000000 Penalty: 3015.136963
	Iteration 21Q: 3 clusters Score -1283136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1283139.750000 Penalty: 3015.136963
	Iteration 22Q: 3 clusters Score -1283140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1283146.500000 Penalty: 3015.136963
	Iteration 23Q: 3 clusters Score -1283146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1283150.750000 Penalty: 3015.136963
	Iteration 24Q: 3 clusters Score -1283151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1283152.250000 Penalty: 3015.136963
	Iteration 25Q: 3 clusters Score -1283152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1283153.750000 Penalty: 3015.136963
	Iteration 26Q: 3 clusters Score -1283154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1283158.250000 Penalty: 3015.136963
	Iteration 27Q: 3 clusters Score -1283158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1283159.625000 Penalty: 3015.136963
	Iteration 28Q: 3 clusters Score -1283160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1283161.125000 Penalty: 3015.136963
	Iteration 29Q: 3 clusters Score -1283161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1283164.000000 Penalty: 3015.136963
	Iteration 30Q: 3 clusters Score -1283164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1283164.000000 Penalty: 3015.136963
	Iteration 31F: 3 clusters Score -1283164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Entering Unmasked Estep 
Score: -1104635.500000 Penalty: 1480.961548
	Iteration 0F: 2 clusters Score -1104636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1098070.750000 Penalty: 2961.923096
	Iteration 0F: 3 clusters Score -1098071 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1100219.250000 Penalty: 2961.923096
	Iteration 1F: 3 clusters Score -1100219 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1100477.500000 Penalty: 2961.923096
	Iteration 2F: 3 clusters Score -1100478 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1100655.250000 Penalty: 2961.923096
	Iteration 3F: 3 clusters Score -1100655 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1100790.000000 Penalty: 2961.923096
	Iteration 4Q: 3 clusters Score -1100790 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1100905.500000 Penalty: 2961.923096
	Iteration 5Q: 3 clusters Score -1100906 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1101019.750000 Penalty: 2961.923096
	Iteration 6Q: 3 clusters Score -1101020 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1101151.875000 Penalty: 2961.923096
	Iteration 7Q: 3 clusters Score -1101152 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1101302.500000 Penalty: 2961.923096
	Iteration 8Q: 3 clusters Score -1101302 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1101462.125000 Penalty: 2961.923096
	Iteration 9Q: 3 clusters Score -1101462 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1101647.375000 Penalty: 2961.923096
	Iteration 10Q: 3 clusters Score -1101647 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1101866.875000 Penalty: 2961.923096
	Iteration 11Q: 3 clusters Score -1101867 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1102114.875000 Penalty: 2961.923096
	Iteration 12Q: 3 clusters Score -1102115 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1102347.250000 Penalty: 2961.923096
	Iteration 13Q: 3 clusters Score -1102347 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1102521.375000 Penalty: 2961.923096
	Iteration 14Q: 3 clusters Score -1102521 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1102647.625000 Penalty: 2961.923096
	Iteration 15Q: 3 clusters Score -1102648 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1102751.875000 Penalty: 2961.923096
	Iteration 16Q: 3 clusters Score -1102752 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1102849.625000 Penalty: 2961.923096
	Iteration 17Q: 3 clusters Score -1102850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1102912.625000 Penalty: 2961.923096
	Iteration 18Q: 3 clusters Score -1102913 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1102977.000000 Penalty: 2961.923096
	Iteration 19Q: 3 clusters Score -1102977 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1103031.500000 Penalty: 2961.923096
	Iteration 20F: 3 clusters Score -1103032 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1103070.125000 Penalty: 2961.923096
	Iteration 21Q: 3 clusters Score -1103070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1103112.875000 Penalty: 2961.923096
	Iteration 22Q: 3 clusters Score -1103113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1103150.625000 Penalty: 2961.923096
	Iteration 23Q: 3 clusters Score -1103151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1103192.375000 Penalty: 2961.923096
	Iteration 24Q: 3 clusters Score -1103192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1103225.125000 Penalty: 2961.923096
	Iteration 25Q: 3 clusters Score -1103225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1103251.250000 Penalty: 2961.923096
	Iteration 26Q: 3 clusters Score -1103251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1103282.625000 Penalty: 2961.923096
	Iteration 27Q: 3 clusters Score -1103283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1103303.375000 Penalty: 2961.923096
	Iteration 28Q: 3 clusters Score -1103303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1103314.625000 Penalty: 2961.923096
	Iteration 29Q: 3 clusters Score -1103315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1103329.250000 Penalty: 2961.923096
	Iteration 30Q: 3 clusters Score -1103329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1103344.500000 Penalty: 2961.923096
	Iteration 31Q: 3 clusters Score -1103344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1103354.125000 Penalty: 2961.923096
	Iteration 32Q: 3 clusters Score -1103354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1103362.000000 Penalty: 2961.923096
	Iteration 33Q: 3 clusters Score -1103362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1103369.625000 Penalty: 2961.923096
	Iteration 34Q: 3 clusters Score -1103370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1103377.625000 Penalty: 2961.923096
	Iteration 35Q: 3 clusters Score -1103378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1103387.625000 Penalty: 2961.923096
	Iteration 36Q: 3 clusters Score -1103388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1103396.375000 Penalty: 2961.923096
	Iteration 37Q: 3 clusters Score -1103396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1103403.500000 Penalty: 2961.923096
	Iteration 38Q: 3 clusters Score -1103404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1103403.750000 Penalty: 2961.923096
	Iteration 39Q: 3 clusters Score -1103404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1103405.875000 Penalty: 2961.923096
	Iteration 40F: 3 clusters Score -1103406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1103410.875000 Penalty: 2961.923096
	Iteration 41Q: 3 clusters Score -1103411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1103411.500000 Penalty: 2961.923096
	Iteration 42Q: 3 clusters Score -1103412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1103412.250000 Penalty: 2961.923096
	Iteration 43Q: 3 clusters Score -1103412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1103412.500000 Penalty: 2961.923096
	Iteration 44Q: 3 clusters Score -1103412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1103413.500000 Penalty: 2961.923096
	Iteration 45Q: 3 clusters Score -1103414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1103413.750000 Penalty: 2961.923096
	Iteration 46Q: 3 clusters Score -1103414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1103416.500000 Penalty: 2961.923096
	Iteration 47Q: 3 clusters Score -1103416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1103420.375000 Penalty: 2961.923096
	Iteration 48Q: 3 clusters Score -1103420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1103426.750000 Penalty: 2961.923096
	Iteration 49Q: 3 clusters Score -1103427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1103429.125000 Penalty: 2961.923096
	Iteration 50Q: 3 clusters Score -1103429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1103432.750000 Penalty: 2961.923096
	Iteration 51Q: 3 clusters Score -1103433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1103432.750000 Penalty: 2961.923096
	Iteration 52F: 3 clusters Score -1103433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -214790.218750 Penalty: 1227.494263
	Iteration 0F: 2 clusters Score -214790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -212785.218750 Penalty: 2454.988525
	Iteration 0F: 3 clusters Score -212785.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -213260.531250 Penalty: 2454.988525
	Iteration 1F: 3 clusters Score -213260.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -213364.656250 Penalty: 2454.988525
	Iteration 2F: 3 clusters Score -213364.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -213420.187500 Penalty: 2454.988525
	Iteration 3Q: 3 clusters Score -213420.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -213449.875000 Penalty: 2454.988525
	Iteration 4Q: 3 clusters Score -213449.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -213467.968750 Penalty: 2454.988525
	Iteration 5Q: 3 clusters Score -213468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -213482.734375 Penalty: 2454.988525
	Iteration 6Q: 3 clusters Score -213482.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -213498.421875 Penalty: 2454.988525
	Iteration 7Q: 3 clusters Score -213498.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -213510.984375 Penalty: 2454.988525
	Iteration 8Q: 3 clusters Score -213511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -213520.953125 Penalty: 2454.988525
	Iteration 9Q: 3 clusters Score -213521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -213533.265625 Penalty: 2454.988525
	Iteration 10Q: 3 clusters Score -213533.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -213551.578125 Penalty: 2454.988525
	Iteration 11Q: 3 clusters Score -213551.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -213563.375000 Penalty: 2454.988525
	Iteration 12Q: 3 clusters Score -213563.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -213571.656250 Penalty: 2454.988525
	Iteration 13Q: 3 clusters Score -213571.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -213586.359375 Penalty: 2454.988525
	Iteration 14Q: 3 clusters Score -213586.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -213600.546875 Penalty: 2454.988525
	Iteration 15Q: 3 clusters Score -213600.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -213618.046875 Penalty: 2454.988525
	Iteration 16Q: 3 clusters Score -213618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -213635.171875 Penalty: 2454.988525
	Iteration 17Q: 3 clusters Score -213635.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -213647.968750 Penalty: 2454.988525
	Iteration 18Q: 3 clusters Score -213648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -213669.093750 Penalty: 2454.988525
	Iteration 19Q: 3 clusters Score -213669.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -213697.031250 Penalty: 2454.988525
	Iteration 20F: 3 clusters Score -213697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -213719.484375 Penalty: 2454.988525
	Iteration 21Q: 3 clusters Score -213719.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -213741.625000 Penalty: 2454.988525
	Iteration 22Q: 3 clusters Score -213741.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -213769.703125 Penalty: 2454.988525
	Iteration 23Q: 3 clusters Score -213769.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -213798.203125 Penalty: 2454.988525
	Iteration 24Q: 3 clusters Score -213798.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -213818.875000 Penalty: 2454.988525
	Iteration 25Q: 3 clusters Score -213818.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -213844.218750 Penalty: 2454.988525
	Iteration 26Q: 3 clusters Score -213844.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -213864.515625 Penalty: 2454.988525
	Iteration 27Q: 3 clusters Score -213864.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -213878.453125 Penalty: 2454.988525
	Iteration 28Q: 3 clusters Score -213878.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -213892.578125 Penalty: 2454.988525
	Iteration 29Q: 3 clusters Score -213892.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -213907.109375 Penalty: 2454.988525
	Iteration 30Q: 3 clusters Score -213907.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -213922.812500 Penalty: 2454.988525
	Iteration 31Q: 3 clusters Score -213922.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -213941.171875 Penalty: 2454.988525
	Iteration 32Q: 3 clusters Score -213941.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -213952.468750 Penalty: 2454.988525
	Iteration 33Q: 3 clusters Score -213952.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -213964.421875 Penalty: 2454.988525
	Iteration 34Q: 3 clusters Score -213964.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -213972.500000 Penalty: 2454.988525
	Iteration 35Q: 3 clusters Score -213972.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -213983.062500 Penalty: 2454.988525
	Iteration 36Q: 3 clusters Score -213983.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -213995.453125 Penalty: 2454.988525
	Iteration 37Q: 3 clusters Score -213995.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -214005.812500 Penalty: 2454.988525
	Iteration 38Q: 3 clusters Score -214005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -214011.015625 Penalty: 2454.988525
	Iteration 39Q: 3 clusters Score -214011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -214015.250000 Penalty: 2454.988525
	Iteration 40F: 3 clusters Score -214015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -214018.718750 Penalty: 2454.988525
	Iteration 41Q: 3 clusters Score -214018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -214022.015625 Penalty: 2454.988525
	Iteration 42Q: 3 clusters Score -214022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -214023.765625 Penalty: 2454.988525
	Iteration 43Q: 3 clusters Score -214023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -214028.812500 Penalty: 2454.988525
	Iteration 44Q: 3 clusters Score -214028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -214031.156250 Penalty: 2454.988525
	Iteration 45Q: 3 clusters Score -214031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -214031.484375 Penalty: 2454.988525
	Iteration 46Q: 3 clusters Score -214031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -214032.265625 Penalty: 2454.988525
	Iteration 47Q: 3 clusters Score -214032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -214032.265625 Penalty: 2454.988525
	Iteration 48F: 3 clusters Score -214032.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Entering Unmasked Estep 
Score: -11242223.000000 Penalty: 1853.203003
	Iteration 0F: 2 clusters Score -1.124222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -11184728.000000 Penalty: 3706.406006
	Iteration 0F: 3 clusters Score -1.118473e+07 nChanged 42752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -11209048.000000 Penalty: 3706.406006
	Iteration 1F: 3 clusters Score -1.120905e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -11209658.000000 Penalty: 3706.406006
	Iteration 2Q: 3 clusters Score -1.120966e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -11210491.000000 Penalty: 3706.406006
	Iteration 3Q: 3 clusters Score -1.121049e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -11211779.000000 Penalty: 3706.406006
	Iteration 4Q: 3 clusters Score -1.121178e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -11213927.000000 Penalty: 3706.406006
	Iteration 5Q: 3 clusters Score -1.121393e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -11217762.000000 Penalty: 3706.406006
	Iteration 6F: 3 clusters Score -1.121776e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -11223672.000000 Penalty: 3706.406006
	Iteration 7F: 3 clusters Score -1.122367e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -11230734.000000 Penalty: 3706.406006
	Iteration 8F: 3 clusters Score -1.123073e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -11237265.000000 Penalty: 3706.406006
	Iteration 9F: 3 clusters Score -1.123726e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 87514 members 
Entering Unmasked Estep 
Score: -11239660.000000 Penalty: 3706.406006
	Iteration 10Q: 3 clusters Score -1.123966e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -11240286.000000 Penalty: 3706.406006
	Iteration 11Q: 3 clusters Score -1.124029e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -11240499.000000 Penalty: 3706.406006
	Iteration 12Q: 3 clusters Score -1.12405e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -11240595.000000 Penalty: 3706.406006
	Iteration 13Q: 3 clusters Score -1.12406e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -11240632.000000 Penalty: 3706.406006
	Iteration 14Q: 3 clusters Score -1.124063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -11240647.000000 Penalty: 3706.406006
	Iteration 15Q: 3 clusters Score -1.124065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -11240681.000000 Penalty: 3706.406006
	Iteration 16Q: 3 clusters Score -1.124068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -11240692.000000 Penalty: 3706.406006
	Iteration 17Q: 3 clusters Score -1.124069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -11240704.000000 Penalty: 3706.406006
	Iteration 18Q: 3 clusters Score -1.12407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -11240705.000000 Penalty: 3706.406006
	Iteration 19Q: 3 clusters Score -1.12407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -11240712.000000 Penalty: 3706.406006
	Iteration 20F: 3 clusters Score -1.124071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -11240706.000000 Penalty: 3706.406006
	Iteration 21Q: 3 clusters Score -1.124071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -11240719.000000 Penalty: 3706.406006
	Iteration 22Q: 3 clusters Score -1.124072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -11240713.000000 Penalty: 3706.406006
	Iteration 23Q: 3 clusters Score -1.124071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -11240714.000000 Penalty: 3706.406006
	Iteration 24Q: 3 clusters Score -1.124071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -11240714.000000 Penalty: 3706.406006
	Iteration 25F: 3 clusters Score -1.124071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -456664.437500 Penalty: 1342.203979
	Iteration 0F: 2 clusters Score -456664.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -453368.250000 Penalty: 2684.407959
	Iteration 0F: 3 clusters Score -453368.2 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -454261.500000 Penalty: 2684.407959
	Iteration 1F: 3 clusters Score -454261.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -454448.000000 Penalty: 2684.407959
	Iteration 2F: 3 clusters Score -454448 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -454577.875000 Penalty: 2684.407959
	Iteration 3F: 3 clusters Score -454577.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -454650.062500 Penalty: 2684.407959
	Iteration 4Q: 3 clusters Score -454650.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -454696.750000 Penalty: 2684.407959
	Iteration 5Q: 3 clusters Score -454696.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -454731.843750 Penalty: 2684.407959
	Iteration 6Q: 3 clusters Score -454731.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -454767.656250 Penalty: 2684.407959
	Iteration 7Q: 3 clusters Score -454767.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -454796.906250 Penalty: 2684.407959
	Iteration 8Q: 3 clusters Score -454796.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -454824.093750 Penalty: 2684.407959
	Iteration 9Q: 3 clusters Score -454824.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -454837.750000 Penalty: 2684.407959
	Iteration 10Q: 3 clusters Score -454837.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -454848.250000 Penalty: 2684.407959
	Iteration 11Q: 3 clusters Score -454848.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -454861.468750 Penalty: 2684.407959
	Iteration 12Q: 3 clusters Score -454861.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -454869.937500 Penalty: 2684.407959
	Iteration 13Q: 3 clusters Score -454869.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -454881.468750 Penalty: 2684.407959
	Iteration 14Q: 3 clusters Score -454881.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -454897.500000 Penalty: 2684.407959
	Iteration 15Q: 3 clusters Score -454897.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -454905.437500 Penalty: 2684.407959
	Iteration 16Q: 3 clusters Score -454905.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -454913.343750 Penalty: 2684.407959
	Iteration 17Q: 3 clusters Score -454913.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -454921.218750 Penalty: 2684.407959
	Iteration 18Q: 3 clusters Score -454921.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -454929.531250 Penalty: 2684.407959
	Iteration 19Q: 3 clusters Score -454929.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -454935.812500 Penalty: 2684.407959
	Iteration 20F: 3 clusters Score -454935.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -454940.031250 Penalty: 2684.407959
	Iteration 21Q: 3 clusters Score -454940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -454946.062500 Penalty: 2684.407959
	Iteration 22Q: 3 clusters Score -454946.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -454950.562500 Penalty: 2684.407959
	Iteration 23Q: 3 clusters Score -454950.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -454954.125000 Penalty: 2684.407959
	Iteration 24Q: 3 clusters Score -454954.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -454958.500000 Penalty: 2684.407959
	Iteration 25Q: 3 clusters Score -454958.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -454961.687500 Penalty: 2684.407959
	Iteration 26Q: 3 clusters Score -454961.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -454965.718750 Penalty: 2684.407959
	Iteration 27Q: 3 clusters Score -454965.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -454971.375000 Penalty: 2684.407959
	Iteration 28Q: 3 clusters Score -454971.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -454981.187500 Penalty: 2684.407959
	Iteration 29Q: 3 clusters Score -454981.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -454991.906250 Penalty: 2684.407959
	Iteration 30Q: 3 clusters Score -454991.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -455001.593750 Penalty: 2684.407959
	Iteration 31Q: 3 clusters Score -455001.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -455010.937500 Penalty: 2684.407959
	Iteration 32Q: 3 clusters Score -455010.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -455020.781250 Penalty: 2684.407959
	Iteration 33Q: 3 clusters Score -455020.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -455032.437500 Penalty: 2684.407959
	Iteration 34Q: 3 clusters Score -455032.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -455047.562500 Penalty: 2684.407959
	Iteration 35Q: 3 clusters Score -455047.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -455062.531250 Penalty: 2684.407959
	Iteration 36Q: 3 clusters Score -455062.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -455077.062500 Penalty: 2684.407959
	Iteration 37Q: 3 clusters Score -455077.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -455090.875000 Penalty: 2684.407959
	Iteration 38Q: 3 clusters Score -455090.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -455105.750000 Penalty: 2684.407959
	Iteration 39Q: 3 clusters Score -455105.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -455114.343750 Penalty: 2684.407959
	Iteration 40F: 3 clusters Score -455114.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -455123.093750 Penalty: 2684.407959
	Iteration 41Q: 3 clusters Score -455123.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -455132.875000 Penalty: 2684.407959
	Iteration 42Q: 3 clusters Score -455132.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -455142.281250 Penalty: 2684.407959
	Iteration 43Q: 3 clusters Score -455142.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -455151.687500 Penalty: 2684.407959
	Iteration 44Q: 3 clusters Score -455151.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -455160.281250 Penalty: 2684.407959
	Iteration 45Q: 3 clusters Score -455160.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -455168.812500 Penalty: 2684.407959
	Iteration 46Q: 3 clusters Score -455168.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -455180.906250 Penalty: 2684.407959
	Iteration 47Q: 3 clusters Score -455180.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -455192.968750 Penalty: 2684.407959
	Iteration 48Q: 3 clusters Score -455193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -455206.437500 Penalty: 2684.407959
	Iteration 49Q: 3 clusters Score -455206.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -455212.968750 Penalty: 2684.407959
	Iteration 50Q: 3 clusters Score -455213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -455223.375000 Penalty: 2684.407959
	Iteration 51Q: 3 clusters Score -455223.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -455233.875000 Penalty: 2684.407959
	Iteration 52Q: 3 clusters Score -455233.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -455243.625000 Penalty: 2684.407959
	Iteration 53Q: 3 clusters Score -455243.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -455254.968750 Penalty: 2684.407959
	Iteration 54Q: 3 clusters Score -455255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -455266.437500 Penalty: 2684.407959
	Iteration 55Q: 3 clusters Score -455266.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -455286.687500 Penalty: 2684.407959
	Iteration 56Q: 3 clusters Score -455286.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -455303.156250 Penalty: 2684.407959
	Iteration 57Q: 3 clusters Score -455303.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -455314.312500 Penalty: 2684.407959
	Iteration 58Q: 3 clusters Score -455314.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -455321.812500 Penalty: 2684.407959
	Iteration 59Q: 3 clusters Score -455321.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -455326.437500 Penalty: 2684.407959
	Iteration 60F: 3 clusters Score -455326.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -455328.343750 Penalty: 2684.407959
	Iteration 61Q: 3 clusters Score -455328.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -455330.781250 Penalty: 2684.407959
	Iteration 62Q: 3 clusters Score -455330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -455331.500000 Penalty: 2684.407959
	Iteration 63Q: 3 clusters Score -455331.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -455332.218750 Penalty: 2684.407959
	Iteration 64Q: 3 clusters Score -455332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -455334.125000 Penalty: 2684.407959
	Iteration 65Q: 3 clusters Score -455334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -455334.250000 Penalty: 2684.407959
	Iteration 66Q: 3 clusters Score -455334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -455335.625000 Penalty: 2684.407959
	Iteration 67Q: 3 clusters Score -455335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -455336.406250 Penalty: 2684.407959
	Iteration 68Q: 3 clusters Score -455336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -455337.750000 Penalty: 2684.407959
	Iteration 69Q: 3 clusters Score -455337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -455339.437500 Penalty: 2684.407959
	Iteration 70Q: 3 clusters Score -455339.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -455341.343750 Penalty: 2684.407959
	Iteration 71Q: 3 clusters Score -455341.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -455343.406250 Penalty: 2684.407959
	Iteration 72Q: 3 clusters Score -455343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -455343.843750 Penalty: 2684.407959
	Iteration 73Q: 3 clusters Score -455343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -455343.750000 Penalty: 2684.407959
	Iteration 74Q: 3 clusters Score -455343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -455343.750000 Penalty: 2684.407959
	Iteration 75F: 3 clusters Score -455343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Entering Unmasked Estep 
Score: -9955828.000000 Penalty: 1832.749023
	Iteration 0F: 2 clusters Score -9955828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -9904117.000000 Penalty: 3665.498047
	Iteration 0F: 3 clusters Score -9904117 nChanged 37663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -9925981.000000 Penalty: 3665.498047
	Iteration 1F: 3 clusters Score -9925981 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -9926595.000000 Penalty: 3665.498047
	Iteration 2Q: 3 clusters Score -9926595 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -9927389.000000 Penalty: 3665.498047
	Iteration 3Q: 3 clusters Score -9927389 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -9928740.000000 Penalty: 3665.498047
	Iteration 4Q: 3 clusters Score -9928740 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -9930863.000000 Penalty: 3665.498047
	Iteration 5Q: 3 clusters Score -9930863 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -9933802.000000 Penalty: 3665.498047
	Iteration 6F: 3 clusters Score -9933802 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -9937612.000000 Penalty: 3665.498047
	Iteration 7F: 3 clusters Score -9937612 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -9941445.000000 Penalty: 3665.498047
	Iteration 8F: 3 clusters Score -9941445 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -9944093.000000 Penalty: 3665.498047
	Iteration 9F: 3 clusters Score -9944093 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -9945462.000000 Penalty: 3665.498047
	Iteration 10Q: 3 clusters Score -9945462 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -9945947.000000 Penalty: 3665.498047
	Iteration 11Q: 3 clusters Score -9945947 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -9946261.000000 Penalty: 3665.498047
	Iteration 12Q: 3 clusters Score -9946261 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -9946411.000000 Penalty: 3665.498047
	Iteration 13Q: 3 clusters Score -9946411 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -9946618.000000 Penalty: 3665.498047
	Iteration 14Q: 3 clusters Score -9946618 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -9946863.000000 Penalty: 3665.498047
	Iteration 15Q: 3 clusters Score -9946863 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -9947055.000000 Penalty: 3665.498047
	Iteration 16Q: 3 clusters Score -9947055 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -9947175.000000 Penalty: 3665.498047
	Iteration 17Q: 3 clusters Score -9947175 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -9947322.000000 Penalty: 3665.498047
	Iteration 18Q: 3 clusters Score -9947322 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -9947450.000000 Penalty: 3665.498047
	Iteration 19Q: 3 clusters Score -9947450 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -9947529.000000 Penalty: 3665.498047
	Iteration 20F: 3 clusters Score -9947529 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -9947693.000000 Penalty: 3665.498047
	Iteration 21Q: 3 clusters Score -9947693 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -9947841.000000 Penalty: 3665.498047
	Iteration 22Q: 3 clusters Score -9947841 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -9948042.000000 Penalty: 3665.498047
	Iteration 23Q: 3 clusters Score -9948042 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -9948250.000000 Penalty: 3665.498047
	Iteration 24Q: 3 clusters Score -9948250 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -9948461.000000 Penalty: 3665.498047
	Iteration 25Q: 3 clusters Score -9948461 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -9948611.000000 Penalty: 3665.498047
	Iteration 26Q: 3 clusters Score -9948611 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -9948741.000000 Penalty: 3665.498047
	Iteration 27Q: 3 clusters Score -9948741 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -9948911.000000 Penalty: 3665.498047
	Iteration 28Q: 3 clusters Score -9948911 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -9949102.000000 Penalty: 3665.498047
	Iteration 29Q: 3 clusters Score -9949102 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -9949264.000000 Penalty: 3665.498047
	Iteration 30Q: 3 clusters Score -9949264 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -9949375.000000 Penalty: 3665.498047
	Iteration 31Q: 3 clusters Score -9949375 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -9949451.000000 Penalty: 3665.498047
	Iteration 32Q: 3 clusters Score -9949451 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -9949501.000000 Penalty: 3665.498047
	Iteration 33Q: 3 clusters Score -9949501 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -9949526.000000 Penalty: 3665.498047
	Iteration 34Q: 3 clusters Score -9949526 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -9949575.000000 Penalty: 3665.498047
	Iteration 35Q: 3 clusters Score -9949575 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -9949581.000000 Penalty: 3665.498047
	Iteration 36Q: 3 clusters Score -9949581 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -9949629.000000 Penalty: 3665.498047
	Iteration 37Q: 3 clusters Score -9949629 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -9949585.000000 Penalty: 3665.498047
	Iteration 38Q: 3 clusters Score -9949585 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -9949610.000000 Penalty: 3665.498047
	Iteration 39Q: 3 clusters Score -9949610 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -9949598.000000 Penalty: 3665.498047
	Iteration 40F: 3 clusters Score -9949598 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -9949587.000000 Penalty: 3665.498047
	Iteration 41Q: 3 clusters Score -9949587 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -9949611.000000 Penalty: 3665.498047
	Iteration 42Q: 3 clusters Score -9949611 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -9949582.000000 Penalty: 3665.498047
	Iteration 43Q: 3 clusters Score -9949582 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -9949593.000000 Penalty: 3665.498047
	Iteration 44Q: 3 clusters Score -9949593 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -9949598.000000 Penalty: 3665.498047
	Iteration 45Q: 3 clusters Score -9949598 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -9949618.000000 Penalty: 3665.498047
	Iteration 46Q: 3 clusters Score -9949618 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -9949610.000000 Penalty: 3665.498047
	Iteration 47Q: 3 clusters Score -9949610 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -9949599.000000 Penalty: 3665.498047
	Iteration 48Q: 3 clusters Score -9949599 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -9949619.000000 Penalty: 3665.498047
	Iteration 49Q: 3 clusters Score -9949619 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -9949603.000000 Penalty: 3665.498047
	Iteration 50Q: 3 clusters Score -9949603 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -9949605.000000 Penalty: 3665.498047
	Iteration 51Q: 3 clusters Score -9949605 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -9949627.000000 Penalty: 3665.498047
	Iteration 52Q: 3 clusters Score -9949627 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -9949652.000000 Penalty: 3665.498047
	Iteration 53Q: 3 clusters Score -9949652 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -9949668.000000 Penalty: 3665.498047
	Iteration 54Q: 3 clusters Score -9949668 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -9949697.000000 Penalty: 3665.498047
	Iteration 55Q: 3 clusters Score -9949697 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -9949691.000000 Penalty: 3665.498047
	Iteration 56Q: 3 clusters Score -9949691 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -9949718.000000 Penalty: 3665.498047
	Iteration 57Q: 3 clusters Score -9949718 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -9949735.000000 Penalty: 3665.498047
	Iteration 58Q: 3 clusters Score -9949735 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -9949741.000000 Penalty: 3665.498047
	Iteration 59Q: 3 clusters Score -9949741 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -9949742.000000 Penalty: 3665.498047
	Iteration 60F: 3 clusters Score -9949742 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -9949748.000000 Penalty: 3665.498047
	Iteration 61Q: 3 clusters Score -9949748 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -9949784.000000 Penalty: 3665.498047
	Iteration 62Q: 3 clusters Score -9949784 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -9949782.000000 Penalty: 3665.498047
	Iteration 63Q: 3 clusters Score -9949782 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -9949814.000000 Penalty: 3665.498047
	Iteration 64Q: 3 clusters Score -9949814 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -9949824.000000 Penalty: 3665.498047
	Iteration 65Q: 3 clusters Score -9949824 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -9949818.000000 Penalty: 3665.498047
	Iteration 66Q: 3 clusters Score -9949818 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -9949862.000000 Penalty: 3665.498047
	Iteration 67Q: 3 clusters Score -9949862 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -9949873.000000 Penalty: 3665.498047
	Iteration 68Q: 3 clusters Score -9949873 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -9949917.000000 Penalty: 3665.498047
	Iteration 69Q: 3 clusters Score -9949917 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -9949971.000000 Penalty: 3665.498047
	Iteration 70Q: 3 clusters Score -9949971 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -9949969.000000 Penalty: 3665.498047
	Iteration 71Q: 3 clusters Score -9949969 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -9950005.000000 Penalty: 3665.498047
	Iteration 72Q: 3 clusters Score -9950005 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -9950075.000000 Penalty: 3665.498047
	Iteration 73Q: 3 clusters Score -9950075 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -9950102.000000 Penalty: 3665.498047
	Iteration 74Q: 3 clusters Score -9950102 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -9950189.000000 Penalty: 3665.498047
	Iteration 75Q: 3 clusters Score -9950189 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -9950230.000000 Penalty: 3665.498047
	Iteration 76Q: 3 clusters Score -9950230 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -9950262.000000 Penalty: 3665.498047
	Iteration 77Q: 3 clusters Score -9950262 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -9950377.000000 Penalty: 3665.498047
	Iteration 78Q: 3 clusters Score -9950377 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -9950533.000000 Penalty: 3665.498047
	Iteration 79Q: 3 clusters Score -9950533 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 54101 members 
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Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 55229 members 
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Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 56363 members 
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Mstep: Class 2 contains 57614 members 
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Mstep: Class 2 contains 65513 members 
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Mstep: Class 2 contains 66743 members 
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Mstep: Class 2 contains 67924 members 
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	Iteration 173Q: 3 clusters Score -9954661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -9954664.000000 Penalty: 3665.498047
	Iteration 174Q: 3 clusters Score -9954664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -9954668.000000 Penalty: 3665.498047
	Iteration 175Q: 3 clusters Score -9954668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -9954668.000000 Penalty: 3665.498047
	Iteration 176F: 3 clusters Score -9954668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Entering Unmasked Estep 
Score: -639580.312500 Penalty: 1393.512573
	Iteration 0F: 2 clusters Score -639580.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -635368.750000 Penalty: 2787.025146
	Iteration 0F: 3 clusters Score -635368.8 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -636585.437500 Penalty: 2787.025146
	Iteration 1F: 3 clusters Score -636585.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -636759.750000 Penalty: 2787.025146
	Iteration 2F: 3 clusters Score -636759.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -636877.250000 Penalty: 2787.025146
	Iteration 3Q: 3 clusters Score -636877.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -636962.375000 Penalty: 2787.025146
	Iteration 4Q: 3 clusters Score -636962.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -637037.437500 Penalty: 2787.025146
	Iteration 5Q: 3 clusters Score -637037.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -637110.062500 Penalty: 2787.025146
	Iteration 6Q: 3 clusters Score -637110.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -637185.312500 Penalty: 2787.025146
	Iteration 7Q: 3 clusters Score -637185.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -637261.125000 Penalty: 2787.025146
	Iteration 8Q: 3 clusters Score -637261.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -637327.750000 Penalty: 2787.025146
	Iteration 9Q: 3 clusters Score -637327.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -637393.562500 Penalty: 2787.025146
	Iteration 10Q: 3 clusters Score -637393.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -637459.125000 Penalty: 2787.025146
	Iteration 11Q: 3 clusters Score -637459.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -637529.687500 Penalty: 2787.025146
	Iteration 12Q: 3 clusters Score -637529.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -637611.625000 Penalty: 2787.025146
	Iteration 13Q: 3 clusters Score -637611.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -637671.375000 Penalty: 2787.025146
	Iteration 14Q: 3 clusters Score -637671.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -637718.937500 Penalty: 2787.025146
	Iteration 15Q: 3 clusters Score -637718.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -637770.312500 Penalty: 2787.025146
	Iteration 16Q: 3 clusters Score -637770.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -637834.812500 Penalty: 2787.025146
	Iteration 17Q: 3 clusters Score -637834.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -637894.375000 Penalty: 2787.025146
	Iteration 18Q: 3 clusters Score -637894.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -637957.437500 Penalty: 2787.025146
	Iteration 19Q: 3 clusters Score -637957.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -638013.687500 Penalty: 2787.025146
	Iteration 20F: 3 clusters Score -638013.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -638054.000000 Penalty: 2787.025146
	Iteration 21Q: 3 clusters Score -638054 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -638080.687500 Penalty: 2787.025146
	Iteration 22Q: 3 clusters Score -638080.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -638100.625000 Penalty: 2787.025146
	Iteration 23Q: 3 clusters Score -638100.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -638127.125000 Penalty: 2787.025146
	Iteration 24Q: 3 clusters Score -638127.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -638146.937500 Penalty: 2787.025146
	Iteration 25Q: 3 clusters Score -638146.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -638160.250000 Penalty: 2787.025146
	Iteration 26Q: 3 clusters Score -638160.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -638175.375000 Penalty: 2787.025146
	Iteration 27Q: 3 clusters Score -638175.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -638192.687500 Penalty: 2787.025146
	Iteration 28Q: 3 clusters Score -638192.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -638205.312500 Penalty: 2787.025146
	Iteration 29Q: 3 clusters Score -638205.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -638217.062500 Penalty: 2787.025146
	Iteration 30Q: 3 clusters Score -638217.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -638226.562500 Penalty: 2787.025146
	Iteration 31Q: 3 clusters Score -638226.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -638233.312500 Penalty: 2787.025146
	Iteration 32Q: 3 clusters Score -638233.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -638244.437500 Penalty: 2787.025146
	Iteration 33Q: 3 clusters Score -638244.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -638251.875000 Penalty: 2787.025146
	Iteration 34Q: 3 clusters Score -638251.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -638258.750000 Penalty: 2787.025146
	Iteration 35Q: 3 clusters Score -638258.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -638265.375000 Penalty: 2787.025146
	Iteration 36Q: 3 clusters Score -638265.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -638275.812500 Penalty: 2787.025146
	Iteration 37Q: 3 clusters Score -638275.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -638285.687500 Penalty: 2787.025146
	Iteration 38Q: 3 clusters Score -638285.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -638290.250000 Penalty: 2787.025146
	Iteration 39Q: 3 clusters Score -638290.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -638298.000000 Penalty: 2787.025146
	Iteration 40F: 3 clusters Score -638298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -638304.875000 Penalty: 2787.025146
	Iteration 41Q: 3 clusters Score -638304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -638307.625000 Penalty: 2787.025146
	Iteration 42Q: 3 clusters Score -638307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -638308.125000 Penalty: 2787.025146
	Iteration 43Q: 3 clusters Score -638308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -638309.125000 Penalty: 2787.025146
	Iteration 44Q: 3 clusters Score -638309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -638308.437500 Penalty: 2787.025146
	Iteration 45Q: 3 clusters Score -638308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -638309.312500 Penalty: 2787.025146
	Iteration 46Q: 3 clusters Score -638309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -638309.687500 Penalty: 2787.025146
	Iteration 47Q: 3 clusters Score -638309.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -638310.750000 Penalty: 2787.025146
	Iteration 48Q: 3 clusters Score -638310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -638311.562500 Penalty: 2787.025146
	Iteration 49Q: 3 clusters Score -638311.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -638311.562500 Penalty: 2787.025146
	Iteration 50F: 3 clusters Score -638311.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -223291.250000 Penalty: 1236.199463
	Iteration 0F: 2 clusters Score -223291.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -221151.562500 Penalty: 2472.398926
	Iteration 0F: 3 clusters Score -221151.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -221716.671875 Penalty: 2472.398926
	Iteration 1F: 3 clusters Score -221716.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -221926.343750 Penalty: 2472.398926
	Iteration 2F: 3 clusters Score -221926.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -222113.765625 Penalty: 2472.398926
	Iteration 3F: 3 clusters Score -222113.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -222310.359375 Penalty: 2472.398926
	Iteration 4F: 3 clusters Score -222310.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -222462.953125 Penalty: 2472.398926
	Iteration 5F: 3 clusters Score -222463 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -222573.875000 Penalty: 2472.398926
	Iteration 6F: 3 clusters Score -222573.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -222669.687500 Penalty: 2472.398926
	Iteration 7Q: 3 clusters Score -222669.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -222741.453125 Penalty: 2472.398926
	Iteration 8Q: 3 clusters Score -222741.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -222803.828125 Penalty: 2472.398926
	Iteration 9Q: 3 clusters Score -222803.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -222860.218750 Penalty: 2472.398926
	Iteration 10Q: 3 clusters Score -222860.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -222911.718750 Penalty: 2472.398926
	Iteration 11Q: 3 clusters Score -222911.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -222958.187500 Penalty: 2472.398926
	Iteration 12Q: 3 clusters Score -222958.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -222999.984375 Penalty: 2472.398926
	Iteration 13Q: 3 clusters Score -223000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -223041.921875 Penalty: 2472.398926
	Iteration 14Q: 3 clusters Score -223041.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -223091.968750 Penalty: 2472.398926
	Iteration 15Q: 3 clusters Score -223092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -223164.328125 Penalty: 2472.398926
	Iteration 16Q: 3 clusters Score -223164.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -223212.437500 Penalty: 2472.398926
	Iteration 17Q: 3 clusters Score -223212.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -223229.625000 Penalty: 2472.398926
	Iteration 18Q: 3 clusters Score -223229.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -223239.062500 Penalty: 2472.398926
	Iteration 19Q: 3 clusters Score -223239.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -223251.140625 Penalty: 2472.398926
	Iteration 20F: 3 clusters Score -223251.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -223262.000000 Penalty: 2472.398926
	Iteration 21Q: 3 clusters Score -223262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -223265.046875 Penalty: 2472.398926
	Iteration 22Q: 3 clusters Score -223265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -223268.156250 Penalty: 2472.398926
	Iteration 23Q: 3 clusters Score -223268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -223271.296875 Penalty: 2472.398926
	Iteration 24Q: 3 clusters Score -223271.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -223271.593750 Penalty: 2472.398926
	Iteration 25Q: 3 clusters Score -223271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -223271.593750 Penalty: 2472.398926
	Iteration 26F: 3 clusters Score -223271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -21257.271484 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -21257.27 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 150 members 
Entering Unmasked Estep 
Score: -20595.125000 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -20595.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20866.744141 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -20866.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20950.166016 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -20950.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21067.378906 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -21067.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21094.951172 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -21094.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21095.871094 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -21095.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21095.871094 Penalty: 1864.385986
	Iteration 6F: 3 clusters Score -21095.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -300688.812500 Penalty: 1278.839844
	Iteration 0F: 2 clusters Score -300688.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -298287.968750 Penalty: 2557.679688
	Iteration 0F: 3 clusters Score -298288 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -299002.625000 Penalty: 2557.679688
	Iteration 1F: 3 clusters Score -299002.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -299231.750000 Penalty: 2557.679688
	Iteration 2F: 3 clusters Score -299231.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -299399.656250 Penalty: 2557.679688
	Iteration 3F: 3 clusters Score -299399.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -299529.625000 Penalty: 2557.679688
	Iteration 4F: 3 clusters Score -299529.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -299638.093750 Penalty: 2557.679688
	Iteration 5Q: 3 clusters Score -299638.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -299724.375000 Penalty: 2557.679688
	Iteration 6Q: 3 clusters Score -299724.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -299808.281250 Penalty: 2557.679688
	Iteration 7Q: 3 clusters Score -299808.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -299874.062500 Penalty: 2557.679688
	Iteration 8Q: 3 clusters Score -299874.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -299947.968750 Penalty: 2557.679688
	Iteration 9Q: 3 clusters Score -299948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -300025.500000 Penalty: 2557.679688
	Iteration 10Q: 3 clusters Score -300025.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -300091.625000 Penalty: 2557.679688
	Iteration 11Q: 3 clusters Score -300091.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -300142.406250 Penalty: 2557.679688
	Iteration 12Q: 3 clusters Score -300142.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -300182.906250 Penalty: 2557.679688
	Iteration 13Q: 3 clusters Score -300182.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -300222.687500 Penalty: 2557.679688
	Iteration 14Q: 3 clusters Score -300222.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -300260.593750 Penalty: 2557.679688
	Iteration 15Q: 3 clusters Score -300260.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -300290.687500 Penalty: 2557.679688
	Iteration 16Q: 3 clusters Score -300290.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -300314.718750 Penalty: 2557.679688
	Iteration 17Q: 3 clusters Score -300314.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -300338.875000 Penalty: 2557.679688
	Iteration 18Q: 3 clusters Score -300338.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -300357.437500 Penalty: 2557.679688
	Iteration 19Q: 3 clusters Score -300357.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -300373.593750 Penalty: 2557.679688
	Iteration 20F: 3 clusters Score -300373.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -300382.937500 Penalty: 2557.679688
	Iteration 21Q: 3 clusters Score -300382.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -300388.156250 Penalty: 2557.679688
	Iteration 22Q: 3 clusters Score -300388.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -300399.187500 Penalty: 2557.679688
	Iteration 23Q: 3 clusters Score -300399.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -300411.281250 Penalty: 2557.679688
	Iteration 24Q: 3 clusters Score -300411.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -300422.875000 Penalty: 2557.679688
	Iteration 25Q: 3 clusters Score -300422.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -300430.718750 Penalty: 2557.679688
	Iteration 26Q: 3 clusters Score -300430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -300432.156250 Penalty: 2557.679688
	Iteration 27Q: 3 clusters Score -300432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -300431.812500 Penalty: 2557.679688
	Iteration 28Q: 3 clusters Score -300431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -300431.812500 Penalty: 2557.679688
	Iteration 29F: 3 clusters Score -300431.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (87573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Entering Unmasked Estep 
Score: -10799954.000000 Penalty: 1849.287109
	Iteration 0F: 2 clusters Score -1.079995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -10741899.000000 Penalty: 3698.574219
	Iteration 0F: 3 clusters Score -1.07419e+07 nChanged 41772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -10765884.000000 Penalty: 3698.574219
	Iteration 1F: 3 clusters Score -1.076588e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -10766683.000000 Penalty: 3698.574219
	Iteration 2Q: 3 clusters Score -1.076668e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -10767799.000000 Penalty: 3698.574219
	Iteration 3Q: 3 clusters Score -1.07678e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -10769346.000000 Penalty: 3698.574219
	Iteration 4Q: 3 clusters Score -1.076935e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -10772196.000000 Penalty: 3698.574219
	Iteration 5F: 3 clusters Score -1.07722e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -10776828.000000 Penalty: 3698.574219
	Iteration 6F: 3 clusters Score -1.077683e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -10783374.000000 Penalty: 3698.574219
	Iteration 7F: 3 clusters Score -1.078337e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -10790057.000000 Penalty: 3698.574219
	Iteration 8F: 3 clusters Score -1.079006e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -10794602.000000 Penalty: 3698.574219
	Iteration 9F: 3 clusters Score -1.07946e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -10796752.000000 Penalty: 3698.574219
	Iteration 10Q: 3 clusters Score -1.079675e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -10797572.000000 Penalty: 3698.574219
	Iteration 11Q: 3 clusters Score -1.079757e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10797978.000000 Penalty: 3698.574219
	Iteration 12Q: 3 clusters Score -1.079798e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86936 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10798154.000000 Penalty: 3698.574219
	Iteration 13Q: 3 clusters Score -1.079815e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10798212.000000 Penalty: 3698.574219
	Iteration 14Q: 3 clusters Score -1.079821e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10798270.000000 Penalty: 3698.574219
	Iteration 15Q: 3 clusters Score -1.079827e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10798308.000000 Penalty: 3698.574219
	Iteration 16Q: 3 clusters Score -1.079831e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10798331.000000 Penalty: 3698.574219
	Iteration 17Q: 3 clusters Score -1.079833e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10798356.000000 Penalty: 3698.574219
	Iteration 18Q: 3 clusters Score -1.079836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87240 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10798371.000000 Penalty: 3698.574219
	Iteration 19Q: 3 clusters Score -1.079837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10798390.000000 Penalty: 3698.574219
	Iteration 20F: 3 clusters Score -1.079839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10798390.000000 Penalty: 3698.574219
	Iteration 21Q: 3 clusters Score -1.079839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87266 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10798398.000000 Penalty: 3698.574219
	Iteration 22Q: 3 clusters Score -1.07984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10798404.000000 Penalty: 3698.574219
	Iteration 23Q: 3 clusters Score -1.07984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10798410.000000 Penalty: 3698.574219
	Iteration 24Q: 3 clusters Score -1.079841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10798403.000000 Penalty: 3698.574219
	Iteration 25Q: 3 clusters Score -1.07984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87282 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10798432.000000 Penalty: 3698.574219
	Iteration 26Q: 3 clusters Score -1.079843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87282 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10798424.000000 Penalty: 3698.574219
	Iteration 27Q: 3 clusters Score -1.079842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10798431.000000 Penalty: 3698.574219
	Iteration 28Q: 3 clusters Score -1.079843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10798431.000000 Penalty: 3698.574219
	Iteration 29F: 3 clusters Score -1.079843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Entering Unmasked Estep 
Score: -3104094.500000 Penalty: 1650.406128
	Iteration 0F: 2 clusters Score -3104094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3086811.250000 Penalty: 3300.812256
	Iteration 0F: 3 clusters Score -3086811 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3093241.000000 Penalty: 3300.812256
	Iteration 1F: 3 clusters Score -3093241 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3093747.250000 Penalty: 3300.812256
	Iteration 2F: 3 clusters Score -3093747 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3094421.000000 Penalty: 3300.812256
	Iteration 3F: 3 clusters Score -3094421 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3095361.250000 Penalty: 3300.812256
	Iteration 4F: 3 clusters Score -3095361 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3096814.500000 Penalty: 3300.812256
	Iteration 5F: 3 clusters Score -3096814 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3098700.750000 Penalty: 3300.812256
	Iteration 6F: 3 clusters Score -3098701 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3100447.250000 Penalty: 3300.812256
	Iteration 7F: 3 clusters Score -3100447 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3101583.250000 Penalty: 3300.812256
	Iteration 8Q: 3 clusters Score -3101583 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3102263.000000 Penalty: 3300.812256
	Iteration 9Q: 3 clusters Score -3102263 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3102722.250000 Penalty: 3300.812256
	Iteration 10Q: 3 clusters Score -3102722 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3103000.750000 Penalty: 3300.812256
	Iteration 11Q: 3 clusters Score -3103001 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3103174.000000 Penalty: 3300.812256
	Iteration 12Q: 3 clusters Score -3103174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3103256.750000 Penalty: 3300.812256
	Iteration 13Q: 3 clusters Score -3103257 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3103300.000000 Penalty: 3300.812256
	Iteration 14Q: 3 clusters Score -3103300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3103332.750000 Penalty: 3300.812256
	Iteration 15Q: 3 clusters Score -3103333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3103356.750000 Penalty: 3300.812256
	Iteration 16Q: 3 clusters Score -3103357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3103373.500000 Penalty: 3300.812256
	Iteration 17Q: 3 clusters Score -3103374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3103373.500000 Penalty: 3300.812256
	Iteration 18Q: 3 clusters Score -3103374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -3103378.000000 Penalty: 3300.812256
	Iteration 19Q: 3 clusters Score -3103378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3103377.000000 Penalty: 3300.812256
	Iteration 20F: 3 clusters Score -3103377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3103370.750000 Penalty: 3300.812256
	Iteration 21Q: 3 clusters Score -3103371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3103372.000000 Penalty: 3300.812256
	Iteration 22Q: 3 clusters Score -3103372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3103374.500000 Penalty: 3300.812256
	Iteration 23Q: 3 clusters Score -3103374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3103376.000000 Penalty: 3300.812256
	Iteration 24Q: 3 clusters Score -3103376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3103376.000000 Penalty: 3300.812256
	Iteration 25Q: 3 clusters Score -3103376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3103379.000000 Penalty: 3300.812256
	Iteration 26Q: 3 clusters Score -3103379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3103376.750000 Penalty: 3300.812256
	Iteration 27Q: 3 clusters Score -3103377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3103378.000000 Penalty: 3300.812256
	Iteration 28Q: 3 clusters Score -3103378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3103378.000000 Penalty: 3300.812256
	Iteration 29F: 3 clusters Score -3103378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Entering Unmasked Estep 
Score: -592748.187500 Penalty: 1381.489014
	Iteration 0F: 2 clusters Score -592748.2 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 2439 members 
Entering Unmasked Estep 
Score: -588783.437500 Penalty: 2762.978027
	Iteration 0F: 3 clusters Score -588783.4 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -589908.750000 Penalty: 2762.978027
	Iteration 1F: 3 clusters Score -589908.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -590088.875000 Penalty: 2762.978027
	Iteration 2F: 3 clusters Score -590088.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -590213.500000 Penalty: 2762.978027
	Iteration 3F: 3 clusters Score -590213.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -590304.875000 Penalty: 2762.978027
	Iteration 4Q: 3 clusters Score -590304.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -590378.625000 Penalty: 2762.978027
	Iteration 5Q: 3 clusters Score -590378.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -590451.875000 Penalty: 2762.978027
	Iteration 6Q: 3 clusters Score -590451.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -590527.375000 Penalty: 2762.978027
	Iteration 7Q: 3 clusters Score -590527.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -590615.187500 Penalty: 2762.978027
	Iteration 8Q: 3 clusters Score -590615.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -590703.250000 Penalty: 2762.978027
	Iteration 9Q: 3 clusters Score -590703.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -590811.125000 Penalty: 2762.978027
	Iteration 10Q: 3 clusters Score -590811.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -590935.187500 Penalty: 2762.978027
	Iteration 11Q: 3 clusters Score -590935.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -591059.937500 Penalty: 2762.978027
	Iteration 12Q: 3 clusters Score -591059.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -591182.750000 Penalty: 2762.978027
	Iteration 13Q: 3 clusters Score -591182.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -591271.125000 Penalty: 2762.978027
	Iteration 14Q: 3 clusters Score -591271.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -591325.312500 Penalty: 2762.978027
	Iteration 15Q: 3 clusters Score -591325.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -591385.500000 Penalty: 2762.978027
	Iteration 16Q: 3 clusters Score -591385.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -591444.812500 Penalty: 2762.978027
	Iteration 17Q: 3 clusters Score -591444.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -591489.750000 Penalty: 2762.978027
	Iteration 18Q: 3 clusters Score -591489.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -591528.812500 Penalty: 2762.978027
	Iteration 19Q: 3 clusters Score -591528.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -591578.937500 Penalty: 2762.978027
	Iteration 20F: 3 clusters Score -591578.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -591605.250000 Penalty: 2762.978027
	Iteration 21Q: 3 clusters Score -591605.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -591629.687500 Penalty: 2762.978027
	Iteration 22Q: 3 clusters Score -591629.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -591655.937500 Penalty: 2762.978027
	Iteration 23Q: 3 clusters Score -591655.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -591666.187500 Penalty: 2762.978027
	Iteration 24Q: 3 clusters Score -591666.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -591675.187500 Penalty: 2762.978027
	Iteration 25Q: 3 clusters Score -591675.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -591682.625000 Penalty: 2762.978027
	Iteration 26Q: 3 clusters Score -591682.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -591690.312500 Penalty: 2762.978027
	Iteration 27Q: 3 clusters Score -591690.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -591696.875000 Penalty: 2762.978027
	Iteration 28Q: 3 clusters Score -591696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -591699.250000 Penalty: 2762.978027
	Iteration 29Q: 3 clusters Score -591699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -591702.937500 Penalty: 2762.978027
	Iteration 30Q: 3 clusters Score -591702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -591703.312500 Penalty: 2762.978027
	Iteration 31Q: 3 clusters Score -591703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -591703.312500 Penalty: 2762.978027
	Iteration 32F: 3 clusters Score -591703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -311144.218750 Penalty: 1279.645142
	Iteration 0F: 2 clusters Score -311144.2 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 1270 members 
Entering Unmasked Estep 
Score: -308703.812500 Penalty: 2559.290283
	Iteration 0F: 3 clusters Score -308703.8 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -309294.187500 Penalty: 2559.290283
	Iteration 1F: 3 clusters Score -309294.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -309424.750000 Penalty: 2559.290283
	Iteration 2F: 3 clusters Score -309424.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -309537.625000 Penalty: 2559.290283
	Iteration 3F: 3 clusters Score -309537.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -309618.093750 Penalty: 2559.290283
	Iteration 4Q: 3 clusters Score -309618.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -309693.000000 Penalty: 2559.290283
	Iteration 5Q: 3 clusters Score -309693 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -309756.312500 Penalty: 2559.290283
	Iteration 6Q: 3 clusters Score -309756.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -309825.156250 Penalty: 2559.290283
	Iteration 7Q: 3 clusters Score -309825.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -309895.687500 Penalty: 2559.290283
	Iteration 8Q: 3 clusters Score -309895.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -309962.906250 Penalty: 2559.290283
	Iteration 9Q: 3 clusters Score -309962.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -310018.500000 Penalty: 2559.290283
	Iteration 10Q: 3 clusters Score -310018.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -310068.625000 Penalty: 2559.290283
	Iteration 11Q: 3 clusters Score -310068.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -310124.656250 Penalty: 2559.290283
	Iteration 12Q: 3 clusters Score -310124.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -310173.750000 Penalty: 2559.290283
	Iteration 13Q: 3 clusters Score -310173.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -310216.718750 Penalty: 2559.290283
	Iteration 14Q: 3 clusters Score -310216.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -310264.000000 Penalty: 2559.290283
	Iteration 15Q: 3 clusters Score -310264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -310294.093750 Penalty: 2559.290283
	Iteration 16Q: 3 clusters Score -310294.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -310313.656250 Penalty: 2559.290283
	Iteration 17Q: 3 clusters Score -310313.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -310324.625000 Penalty: 2559.290283
	Iteration 18Q: 3 clusters Score -310324.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -310335.593750 Penalty: 2559.290283
	Iteration 19Q: 3 clusters Score -310335.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -310345.375000 Penalty: 2559.290283
	Iteration 20F: 3 clusters Score -310345.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -310352.187500 Penalty: 2559.290283
	Iteration 21Q: 3 clusters Score -310352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -310356.312500 Penalty: 2559.290283
	Iteration 22Q: 3 clusters Score -310356.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -310359.187500 Penalty: 2559.290283
	Iteration 23Q: 3 clusters Score -310359.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -310360.687500 Penalty: 2559.290283
	Iteration 24Q: 3 clusters Score -310360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -310361.468750 Penalty: 2559.290283
	Iteration 25Q: 3 clusters Score -310361.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -310361.937500 Penalty: 2559.290283
	Iteration 26Q: 3 clusters Score -310361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -310362.937500 Penalty: 2559.290283
	Iteration 27Q: 3 clusters Score -310362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -310363.000000 Penalty: 2559.290283
	Iteration 28Q: 3 clusters Score -310363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -310363.093750 Penalty: 2559.290283
	Iteration 29Q: 3 clusters Score -310363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -310363.250000 Penalty: 2559.290283
	Iteration 30Q: 3 clusters Score -310363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -310363.437500 Penalty: 2559.290283
	Iteration 31Q: 3 clusters Score -310363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -310364.968750 Penalty: 2559.290283
	Iteration 32Q: 3 clusters Score -310365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -310365.062500 Penalty: 2559.290283
	Iteration 33Q: 3 clusters Score -310365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -310365.062500 Penalty: 2559.290283
	Iteration 34F: 3 clusters Score -310365.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Entering Unmasked Estep 
Score: -742747.312500 Penalty: 1417.498535
	Iteration 0F: 2 clusters Score -742747.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -738076.812500 Penalty: 2834.997070
	Iteration 0F: 3 clusters Score -738076.8 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -739437.000000 Penalty: 2834.997070
	Iteration 1F: 3 clusters Score -739437 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -739659.875000 Penalty: 2834.997070
	Iteration 2F: 3 clusters Score -739659.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -739834.500000 Penalty: 2834.997070
	Iteration 3F: 3 clusters Score -739834.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -740002.500000 Penalty: 2834.997070
	Iteration 4Q: 3 clusters Score -740002.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -740202.562500 Penalty: 2834.997070
	Iteration 5Q: 3 clusters Score -740202.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -740390.312500 Penalty: 2834.997070
	Iteration 6F: 3 clusters Score -740390.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -740585.062500 Penalty: 2834.997070
	Iteration 7Q: 3 clusters Score -740585.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -740771.250000 Penalty: 2834.997070
	Iteration 8Q: 3 clusters Score -740771.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -740940.937500 Penalty: 2834.997070
	Iteration 9Q: 3 clusters Score -740940.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -741076.125000 Penalty: 2834.997070
	Iteration 10Q: 3 clusters Score -741076.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -741184.875000 Penalty: 2834.997070
	Iteration 11Q: 3 clusters Score -741184.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -741273.687500 Penalty: 2834.997070
	Iteration 12Q: 3 clusters Score -741273.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -741333.437500 Penalty: 2834.997070
	Iteration 13Q: 3 clusters Score -741333.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -741372.562500 Penalty: 2834.997070
	Iteration 14Q: 3 clusters Score -741372.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -741416.875000 Penalty: 2834.997070
	Iteration 15Q: 3 clusters Score -741416.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -741448.312500 Penalty: 2834.997070
	Iteration 16Q: 3 clusters Score -741448.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -741474.937500 Penalty: 2834.997070
	Iteration 17Q: 3 clusters Score -741474.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -741497.187500 Penalty: 2834.997070
	Iteration 18Q: 3 clusters Score -741497.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -741520.812500 Penalty: 2834.997070
	Iteration 19Q: 3 clusters Score -741520.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -741542.750000 Penalty: 2834.997070
	Iteration 20F: 3 clusters Score -741542.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -741566.875000 Penalty: 2834.997070
	Iteration 21Q: 3 clusters Score -741566.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -741583.000000 Penalty: 2834.997070
	Iteration 22Q: 3 clusters Score -741583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -741597.687500 Penalty: 2834.997070
	Iteration 23Q: 3 clusters Score -741597.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -741611.187500 Penalty: 2834.997070
	Iteration 24Q: 3 clusters Score -741611.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -741621.312500 Penalty: 2834.997070
	Iteration 25Q: 3 clusters Score -741621.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -741630.125000 Penalty: 2834.997070
	Iteration 26Q: 3 clusters Score -741630.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -741644.312500 Penalty: 2834.997070
	Iteration 27Q: 3 clusters Score -741644.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -741653.375000 Penalty: 2834.997070
	Iteration 28Q: 3 clusters Score -741653.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -741663.687500 Penalty: 2834.997070
	Iteration 29Q: 3 clusters Score -741663.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -741672.312500 Penalty: 2834.997070
	Iteration 30Q: 3 clusters Score -741672.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -741685.437500 Penalty: 2834.997070
	Iteration 31Q: 3 clusters Score -741685.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -741692.500000 Penalty: 2834.997070
	Iteration 32Q: 3 clusters Score -741692.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -741700.625000 Penalty: 2834.997070
	Iteration 33Q: 3 clusters Score -741700.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -741705.937500 Penalty: 2834.997070
	Iteration 34Q: 3 clusters Score -741705.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -741708.562500 Penalty: 2834.997070
	Iteration 35Q: 3 clusters Score -741708.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -741711.375000 Penalty: 2834.997070
	Iteration 36Q: 3 clusters Score -741711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -741714.312500 Penalty: 2834.997070
	Iteration 37Q: 3 clusters Score -741714.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -741718.875000 Penalty: 2834.997070
	Iteration 38Q: 3 clusters Score -741718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -741723.812500 Penalty: 2834.997070
	Iteration 39Q: 3 clusters Score -741723.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -741729.250000 Penalty: 2834.997070
	Iteration 40F: 3 clusters Score -741729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -741733.562500 Penalty: 2834.997070
	Iteration 41Q: 3 clusters Score -741733.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -741734.000000 Penalty: 2834.997070
	Iteration 42Q: 3 clusters Score -741734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -741737.625000 Penalty: 2834.997070
	Iteration 43Q: 3 clusters Score -741737.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -741738.500000 Penalty: 2834.997070
	Iteration 44Q: 3 clusters Score -741738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -741741.312500 Penalty: 2834.997070
	Iteration 45Q: 3 clusters Score -741741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -741744.125000 Penalty: 2834.997070
	Iteration 46Q: 3 clusters Score -741744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -741747.125000 Penalty: 2834.997070
	Iteration 47Q: 3 clusters Score -741747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -741746.000000 Penalty: 2834.997070
	Iteration 48Q: 3 clusters Score -741746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -741746.000000 Penalty: 2834.997070
	Iteration 49F: 3 clusters Score -741746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Entering Unmasked Estep 
Score: -1136660.500000 Penalty: 1484.835205
	Iteration 0F: 2 clusters Score -1136660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1129899.250000 Penalty: 2969.670410
	Iteration 0F: 3 clusters Score -1129899 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1132030.500000 Penalty: 2969.670410
	Iteration 1F: 3 clusters Score -1132030 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1132225.750000 Penalty: 2969.670410
	Iteration 2F: 3 clusters Score -1132226 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1132390.125000 Penalty: 2969.670410
	Iteration 3Q: 3 clusters Score -1132390 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1132556.125000 Penalty: 2969.670410
	Iteration 4Q: 3 clusters Score -1132556 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1132706.750000 Penalty: 2969.670410
	Iteration 5Q: 3 clusters Score -1132707 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1132870.250000 Penalty: 2969.670410
	Iteration 6Q: 3 clusters Score -1132870 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1133084.125000 Penalty: 2969.670410
	Iteration 7Q: 3 clusters Score -1133084 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1133341.750000 Penalty: 2969.670410
	Iteration 8Q: 3 clusters Score -1133342 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1133649.625000 Penalty: 2969.670410
	Iteration 9Q: 3 clusters Score -1133650 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1134010.625000 Penalty: 2969.670410
	Iteration 10F: 3 clusters Score -1134011 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1134360.500000 Penalty: 2969.670410
	Iteration 11Q: 3 clusters Score -1134360 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1134666.375000 Penalty: 2969.670410
	Iteration 12Q: 3 clusters Score -1134666 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1134891.375000 Penalty: 2969.670410
	Iteration 13Q: 3 clusters Score -1134891 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1135023.375000 Penalty: 2969.670410
	Iteration 14Q: 3 clusters Score -1135023 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1135122.750000 Penalty: 2969.670410
	Iteration 15Q: 3 clusters Score -1135123 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1135199.875000 Penalty: 2969.670410
	Iteration 16Q: 3 clusters Score -1135200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1135239.125000 Penalty: 2969.670410
	Iteration 17Q: 3 clusters Score -1135239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1135262.250000 Penalty: 2969.670410
	Iteration 18Q: 3 clusters Score -1135262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1135284.500000 Penalty: 2969.670410
	Iteration 19Q: 3 clusters Score -1135284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1135300.125000 Penalty: 2969.670410
	Iteration 20F: 3 clusters Score -1135300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1135320.375000 Penalty: 2969.670410
	Iteration 21Q: 3 clusters Score -1135320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1135328.500000 Penalty: 2969.670410
	Iteration 22Q: 3 clusters Score -1135328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1135339.500000 Penalty: 2969.670410
	Iteration 23Q: 3 clusters Score -1135340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1135347.875000 Penalty: 2969.670410
	Iteration 24Q: 3 clusters Score -1135348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1135347.375000 Penalty: 2969.670410
	Iteration 25Q: 3 clusters Score -1135347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1135347.375000 Penalty: 2969.670410
	Iteration 26F: 3 clusters Score -1135347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32422.121094 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -32422.12 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: -31627.466797 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -31627.47 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31871.636719 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -31871.64 nChanged 31
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: -31941.404297 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -31941.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31988.833984 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -31988.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32009.519531 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -32009.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32057.072266 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -32057.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32130.146484 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -32130.15 nChanged 15
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: -32190.994141 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -32190.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32205.384766 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -32205.38 nChanged 5
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: -32214.917969 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -32214.92 nChanged 0
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: -32214.917969 Penalty: 1890.561035
	Iteration 10F: 3 clusters Score -32214.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -10104.012695 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -10104.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9519.841797 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -9519.842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9641.741211 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -9641.741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9661.280273 Penalty: 1693.083008
	Iteration 2Q: 3 clusters Score -9661.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9667.987305 Penalty: 1693.083008
	Iteration 3Q: 3 clusters Score -9667.987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9701.385742 Penalty: 1693.083008
	Iteration 4Q: 3 clusters Score -9701.386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9704.239258 Penalty: 1693.083008
	Iteration 5Q: 3 clusters Score -9704.239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9704.239258 Penalty: 1693.083008
	Iteration 6F: 3 clusters Score -9704.239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -52780.015625 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -52780.02 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 270 members 
Entering Unmasked Estep 
Score: -51828.042969 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -51828.04 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52272.988281 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -52272.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52420.582031 Penalty: 2048.945801
	Iteration 2F: 3 clusters Score -52420.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52524.058594 Penalty: 2048.945801
	Iteration 3Q: 3 clusters Score -52524.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52620.398438 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -52620.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52694.605469 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -52694.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52762.777344 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -52762.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52834.828125 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -52834.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52855.394531 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -52855.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52890.117188 Penalty: 2048.945801
	Iteration 9Q: 3 clusters Score -52890.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52926.097656 Penalty: 2048.945801
	Iteration 10Q: 3 clusters Score -52926.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52951.433594 Penalty: 2048.945801
	Iteration 11Q: 3 clusters Score -52951.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52973.453125 Penalty: 2048.945801
	Iteration 12Q: 3 clusters Score -52973.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52981.828125 Penalty: 2048.945801
	Iteration 13Q: 3 clusters Score -52981.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52991.625000 Penalty: 2048.945801
	Iteration 14Q: 3 clusters Score -52991.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53009.378906 Penalty: 2048.945801
	Iteration 15Q: 3 clusters Score -53009.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53018.601562 Penalty: 2048.945801
	Iteration 16Q: 3 clusters Score -53018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53019.664062 Penalty: 2048.945801
	Iteration 17Q: 3 clusters Score -53019.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53019.664062 Penalty: 2048.945801
	Iteration 18F: 3 clusters Score -53019.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 95046 members 
Mstep: Class 4 contains 78564 members 
Mstep: Class 5 contains 88105 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29108 members 
Mstep: Class 11 contains 96687 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 10693 members 
Mstep: Class 14 contains 9078 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 89709 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 79099 members 
Mstep: Class 19 contains 5300 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 87573 members 
Mstep: Class 24 contains 25754 members 
Mstep: Class 25 contains 4922 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 6143 members 
Mstep: Class 28 contains 9297 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 326 members 
Mstep: Class 32 contains 221 members 
Entering Unmasked Estep 
Score: -102248864.000000 Penalty: 70941.500000
Splitting cluster 31 changes total score from -102249840.000000 to -102248864.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 95046 members 
Mstep: Class 4 contains 78564 members 
Mstep: Class 5 contains 88105 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29108 members 
Mstep: Class 11 contains 96687 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 10693 members 
Mstep: Class 14 contains 9078 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 89709 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 79099 members 
Mstep: Class 19 contains 5300 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 87573 members 
Mstep: Class 24 contains 25754 members 
Mstep: Class 25 contains 4922 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 6143 members 
Mstep: Class 28 contains 9297 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249840.000000 Penalty: 68724.578125
Iteration 159Q: 32 clusters Score -1.022498e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 95049 members 
Mstep: Class 4 contains 78602 members 
Mstep: Class 5 contains 88075 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29105 members 
Mstep: Class 11 contains 96700 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 10698 members 
Mstep: Class 14 contains 9077 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 89725 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 79088 members 
Mstep: Class 19 contains 5305 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 87544 members 
Mstep: Class 24 contains 25751 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 6145 members 
Mstep: Class 28 contains 9294 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249832.000000 Penalty: 68724.578125
Iteration 160F: 32 clusters Score -1.022498e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 7038 members 
Mstep: Class 3 contains 95060 members 
Mstep: Class 4 contains 78647 members 
Mstep: Class 5 contains 88056 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29096 members 
Mstep: Class 11 contains 96693 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 10708 members 
Mstep: Class 14 contains 9076 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 89721 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 79082 members 
Mstep: Class 19 contains 5311 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2623 members 
Mstep: Class 23 contains 87526 members 
Mstep: Class 24 contains 25744 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 2632 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 9290 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249784.000000 Penalty: 68724.578125
Iteration 161Q: 32 clusters Score -1.022498e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 95062 members 
Mstep: Class 4 contains 78667 members 
Mstep: Class 5 contains 88054 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29083 members 
Mstep: Class 11 contains 96691 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 10716 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 89729 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2626 members 
Mstep: Class 23 contains 87520 members 
Mstep: Class 24 contains 25734 members 
Mstep: Class 25 contains 4921 members 
Mstep: Class 26 contains 2633 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 9288 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249864.000000 Penalty: 68724.578125
Iteration 162Q: 32 clusters Score -1.022499e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 95072 members 
Mstep: Class 4 contains 78702 members 
Mstep: Class 5 contains 88033 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29076 members 
Mstep: Class 11 contains 96679 members 
Mstep: Class 12 contains 1836 members 
Mstep: Class 13 contains 10719 members 
Mstep: Class 14 contains 9073 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 89740 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 79090 members 
Mstep: Class 19 contains 5323 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2630 members 
Mstep: Class 23 contains 87494 members 
Mstep: Class 24 contains 25728 members 
Mstep: Class 25 contains 4921 members 
Mstep: Class 26 contains 2632 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 9279 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249776.000000 Penalty: 68724.578125
Iteration 163Q: 32 clusters Score -1.022498e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 95072 members 
Mstep: Class 4 contains 78742 members 
Mstep: Class 5 contains 88022 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29073 members 
Mstep: Class 11 contains 96672 members 
Mstep: Class 12 contains 1837 members 
Mstep: Class 13 contains 10720 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 89754 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79090 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2632 members 
Mstep: Class 23 contains 87458 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 4921 members 
Mstep: Class 26 contains 2634 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 9274 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249616.000000 Penalty: 68724.578125
Iteration 164Q: 32 clusters Score -1.022496e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 95062 members 
Mstep: Class 4 contains 78746 members 
Mstep: Class 5 contains 88008 members 
Mstep: Class 6 contains 1870 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29067 members 
Mstep: Class 11 contains 96695 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 9069 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 89794 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 79061 members 
Mstep: Class 19 contains 5333 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 87445 members 
Mstep: Class 24 contains 25713 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 2637 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 9271 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249496.000000 Penalty: 68724.578125
Iteration 165Q: 32 clusters Score -1.022495e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 7058 members 
Mstep: Class 3 contains 95056 members 
Mstep: Class 4 contains 78757 members 
Mstep: Class 5 contains 88004 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29060 members 
Mstep: Class 11 contains 96715 members 
Mstep: Class 12 contains 1840 members 
Mstep: Class 13 contains 10723 members 
Mstep: Class 14 contains 9068 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 89797 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79046 members 
Mstep: Class 19 contains 5337 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 87426 members 
Mstep: Class 24 contains 25712 members 
Mstep: Class 25 contains 4917 members 
Mstep: Class 26 contains 2636 members 
Mstep: Class 27 contains 6147 members 
Mstep: Class 28 contains 9271 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249472.000000 Penalty: 68724.578125
Iteration 166Q: 32 clusters Score -1.022495e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 7063 members 
Mstep: Class 3 contains 95053 members 
Mstep: Class 4 contains 78763 members 
Mstep: Class 5 contains 87994 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29042 members 
Mstep: Class 11 contains 96740 members 
Mstep: Class 12 contains 1841 members 
Mstep: Class 13 contains 10727 members 
Mstep: Class 14 contains 9064 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 89795 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79044 members 
Mstep: Class 19 contains 5340 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 87427 members 
Mstep: Class 24 contains 25705 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 2637 members 
Mstep: Class 27 contains 6147 members 
Mstep: Class 28 contains 9272 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249432.000000 Penalty: 68724.578125
Iteration 167Q: 32 clusters Score -1.022494e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 7068 members 
Mstep: Class 3 contains 95043 members 
Mstep: Class 4 contains 78793 members 
Mstep: Class 5 contains 87989 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29029 members 
Mstep: Class 11 contains 96769 members 
Mstep: Class 12 contains 1841 members 
Mstep: Class 13 contains 10729 members 
Mstep: Class 14 contains 9065 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 89767 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 79056 members 
Mstep: Class 19 contains 5344 members 
Mstep: Class 20 contains 1992 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2638 members 
Mstep: Class 23 contains 87408 members 
Mstep: Class 24 contains 25693 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2636 members 
Mstep: Class 27 contains 6147 members 
Mstep: Class 28 contains 9266 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249512.000000 Penalty: 68724.578125
Iteration 168Q: 32 clusters Score -1.022495e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 3 contains 95035 members 
Mstep: Class 4 contains 78825 members 
Mstep: Class 5 contains 87967 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29017 members 
Mstep: Class 11 contains 96801 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 10733 members 
Mstep: Class 14 contains 9064 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 89754 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 5347 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2639 members 
Mstep: Class 23 contains 87370 members 
Mstep: Class 24 contains 25682 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2634 members 
Mstep: Class 27 contains 6147 members 
Mstep: Class 28 contains 9267 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249640.000000 Penalty: 68724.578125
Iteration 169Q: 32 clusters Score -1.022496e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 95033 members 
Mstep: Class 4 contains 78865 members 
Mstep: Class 5 contains 87949 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29005 members 
Mstep: Class 11 contains 96821 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 10731 members 
Mstep: Class 14 contains 9063 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 89749 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 79089 members 
Mstep: Class 19 contains 5347 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2640 members 
Mstep: Class 23 contains 87339 members 
Mstep: Class 24 contains 25667 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2636 members 
Mstep: Class 27 contains 6147 members 
Mstep: Class 28 contains 9268 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249680.000000 Penalty: 68724.578125
Iteration 170Q: 32 clusters Score -1.022497e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 7081 members 
Mstep: Class 3 contains 95028 members 
Mstep: Class 4 contains 78882 members 
Mstep: Class 5 contains 87944 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29004 members 
Mstep: Class 11 contains 96827 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 10729 members 
Mstep: Class 14 contains 9063 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 89767 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 79097 members 
Mstep: Class 19 contains 5350 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 87305 members 
Mstep: Class 24 contains 25656 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2635 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 9269 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249704.000000 Penalty: 68724.578125
Iteration 171Q: 32 clusters Score -1.022497e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96635 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 95024 members 
Mstep: Class 4 contains 78888 members 
Mstep: Class 5 contains 87944 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29006 members 
Mstep: Class 11 contains 96824 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 10730 members 
Mstep: Class 14 contains 9063 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 89800 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 79108 members 
Mstep: Class 19 contains 5351 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2640 members 
Mstep: Class 23 contains 87259 members 
Mstep: Class 24 contains 25645 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2635 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 9269 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249760.000000 Penalty: 68724.578125
Iteration 172Q: 32 clusters Score -1.022498e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 95023 members 
Mstep: Class 4 contains 78892 members 
Mstep: Class 5 contains 87940 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29005 members 
Mstep: Class 11 contains 96839 members 
Mstep: Class 12 contains 1847 members 
Mstep: Class 13 contains 10729 members 
Mstep: Class 14 contains 9061 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 89814 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 79114 members 
Mstep: Class 19 contains 5353 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 87237 members 
Mstep: Class 24 contains 25643 members 
Mstep: Class 25 contains 4909 members 
Mstep: Class 26 contains 2635 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 9265 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249624.000000 Penalty: 68724.578125
Iteration 173Q: 32 clusters Score -1.022496e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 7089 members 
Mstep: Class 3 contains 95025 members 
Mstep: Class 4 contains 78882 members 
Mstep: Class 5 contains 87948 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 29001 members 
Mstep: Class 11 contains 96851 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10732 members 
Mstep: Class 14 contains 9063 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 89823 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 79119 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 87211 members 
Mstep: Class 24 contains 25641 members 
Mstep: Class 25 contains 4907 members 
Mstep: Class 26 contains 2633 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 9264 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249632.000000 Penalty: 68724.578125
Iteration 174Q: 32 clusters Score -1.022496e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96635 members 
Mstep: Class 2 contains 7089 members 
Mstep: Class 3 contains 95025 members 
Mstep: Class 4 contains 78874 members 
Mstep: Class 5 contains 87944 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28996 members 
Mstep: Class 11 contains 96852 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10732 members 
Mstep: Class 14 contains 9066 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 89857 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 79118 members 
Mstep: Class 19 contains 5359 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 87187 members 
Mstep: Class 24 contains 25641 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2632 members 
Mstep: Class 27 contains 6145 members 
Mstep: Class 28 contains 9263 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 32 clusters Score -1.022496e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96638 members 
Mstep: Class 2 contains 7091 members 
Mstep: Class 3 contains 95027 members 
Mstep: Class 4 contains 78859 members 
Mstep: Class 5 contains 87943 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28995 members 
Mstep: Class 11 contains 96866 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10734 members 
Mstep: Class 14 contains 9064 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 89863 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 79127 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 87172 members 
Mstep: Class 24 contains 25642 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6145 members 
Mstep: Class 28 contains 9260 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 32 clusters Score -1.022496e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 95027 members 
Mstep: Class 4 contains 78843 members 
Mstep: Class 5 contains 87946 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28991 members 
Mstep: Class 11 contains 96872 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10736 members 
Mstep: Class 14 contains 9063 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 89887 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 79118 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 87160 members 
Mstep: Class 24 contains 25641 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6145 members 
Mstep: Class 28 contains 9259 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 32 clusters Score -1.022496e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 7094 members 
Mstep: Class 3 contains 95028 members 
Mstep: Class 4 contains 78834 members 
Mstep: Class 5 contains 87952 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28982 members 
Mstep: Class 11 contains 96876 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10736 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 89887 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 79124 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 87157 members 
Mstep: Class 24 contains 25642 members 
Mstep: Class 25 contains 4907 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6145 members 
Mstep: Class 28 contains 9257 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 32 clusters Score -1.022495e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 7094 members 
Mstep: Class 3 contains 95033 members 
Mstep: Class 4 contains 78819 members 
Mstep: Class 5 contains 87961 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28978 members 
Mstep: Class 11 contains 96886 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10735 members 
Mstep: Class 14 contains 9060 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 89912 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 79120 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 87132 members 
Mstep: Class 24 contains 25641 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 9258 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 32 clusters Score -1.022493e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 7094 members 
Mstep: Class 3 contains 95039 members 
Mstep: Class 4 contains 78800 members 
Mstep: Class 5 contains 87968 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28975 members 
Mstep: Class 11 contains 96889 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10734 members 
Mstep: Class 14 contains 9061 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 89942 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 79122 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 87108 members 
Mstep: Class 24 contains 25640 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 9258 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 32 clusters Score -1.022494e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 95035 members 
Mstep: Class 4 contains 78795 members 
Mstep: Class 5 contains 87981 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28967 members 
Mstep: Class 11 contains 96883 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10734 members 
Mstep: Class 14 contains 9061 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 89944 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 79135 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 87092 members 
Mstep: Class 24 contains 25645 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 9258 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 32 clusters Score -1.022495e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96657 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 95029 members 
Mstep: Class 4 contains 78807 members 
Mstep: Class 5 contains 87988 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28962 members 
Mstep: Class 11 contains 96889 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10732 members 
Mstep: Class 14 contains 9059 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 89934 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 79147 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 87078 members 
Mstep: Class 24 contains 25644 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6147 members 
Mstep: Class 28 contains 9257 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 32 clusters Score -1.022495e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 95030 members 
Mstep: Class 4 contains 78817 members 
Mstep: Class 5 contains 87994 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28953 members 
Mstep: Class 11 contains 96893 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10730 members 
Mstep: Class 14 contains 9056 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89933 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 79165 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 87059 members 
Mstep: Class 24 contains 25644 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 9253 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 32 clusters Score -1.022495e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 95030 members 
Mstep: Class 4 contains 78833 members 
Mstep: Class 5 contains 87990 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28946 members 
Mstep: Class 11 contains 96912 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10730 members 
Mstep: Class 14 contains 9054 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 89929 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 79180 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 87030 members 
Mstep: Class 24 contains 25644 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 9252 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 32 clusters Score -1.022497e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 7096 members 
Mstep: Class 3 contains 95032 members 
Mstep: Class 4 contains 78845 members 
Mstep: Class 5 contains 87995 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28936 members 
Mstep: Class 11 contains 96921 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10732 members 
Mstep: Class 14 contains 9053 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 89922 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 79194 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 87003 members 
Mstep: Class 24 contains 25642 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 9252 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 185Q: 32 clusters Score -1.022496e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 95034 members 
Mstep: Class 4 contains 78855 members 
Mstep: Class 5 contains 88006 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28922 members 
Mstep: Class 11 contains 96940 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10733 members 
Mstep: Class 14 contains 9053 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 89917 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 79202 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 86973 members 
Mstep: Class 24 contains 25640 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 9249 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
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Iteration 186Q: 32 clusters Score -1.022495e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 7101 members 
Mstep: Class 3 contains 95042 members 
Mstep: Class 4 contains 78864 members 
Mstep: Class 5 contains 88009 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28913 members 
Mstep: Class 11 contains 96957 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10734 members 
Mstep: Class 14 contains 9049 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 89914 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 79217 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2644 members 
Mstep: Class 23 contains 86946 members 
Mstep: Class 24 contains 25635 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 9246 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
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Iteration 187Q: 32 clusters Score -1.022495e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96642 members 
Mstep: Class 2 contains 7101 members 
Mstep: Class 3 contains 95043 members 
Mstep: Class 4 contains 78859 members 
Mstep: Class 5 contains 88000 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28903 members 
Mstep: Class 11 contains 96965 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10735 members 
Mstep: Class 14 contains 9044 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 89923 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 18 contains 79243 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 86933 members 
Mstep: Class 24 contains 25633 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 188Q: 32 clusters Score -1.022495e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 7103 members 
Mstep: Class 3 contains 95041 members 
Mstep: Class 4 contains 78852 members 
Mstep: Class 5 contains 88001 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28896 members 
Mstep: Class 11 contains 96976 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10737 members 
Mstep: Class 14 contains 9044 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 89913 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 79265 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 86921 members 
Mstep: Class 24 contains 25631 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 9242 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
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Iteration 189Q: 32 clusters Score -1.022494e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 7106 members 
Mstep: Class 3 contains 95039 members 
Mstep: Class 4 contains 78842 members 
Mstep: Class 5 contains 87997 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28888 members 
Mstep: Class 11 contains 96989 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10737 members 
Mstep: Class 14 contains 9043 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89920 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 18 contains 79285 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2647 members 
Mstep: Class 23 contains 86901 members 
Mstep: Class 24 contains 25632 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 9242 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 190Q: 32 clusters Score -1.022495e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 95038 members 
Mstep: Class 4 contains 78821 members 
Mstep: Class 5 contains 88014 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28885 members 
Mstep: Class 11 contains 96996 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10737 members 
Mstep: Class 14 contains 9041 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89932 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 79280 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86887 members 
Mstep: Class 24 contains 25629 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 9240 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 191Q: 32 clusters Score -1.022495e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96660 members 
Mstep: Class 2 contains 7111 members 
Mstep: Class 3 contains 95039 members 
Mstep: Class 4 contains 78820 members 
Mstep: Class 5 contains 88028 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28881 members 
Mstep: Class 11 contains 97001 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10739 members 
Mstep: Class 14 contains 9040 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89930 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79279 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86867 members 
Mstep: Class 24 contains 25625 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9240 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
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Iteration 192Q: 32 clusters Score -1.022494e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 95045 members 
Mstep: Class 4 contains 78814 members 
Mstep: Class 5 contains 88041 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28875 members 
Mstep: Class 11 contains 97002 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10742 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89937 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 79275 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86852 members 
Mstep: Class 24 contains 25624 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9241 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
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Iteration 193Q: 32 clusters Score -1.022495e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96660 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 95048 members 
Mstep: Class 4 contains 78807 members 
Mstep: Class 5 contains 88047 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28868 members 
Mstep: Class 11 contains 97016 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10746 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89948 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79271 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86835 members 
Mstep: Class 24 contains 25622 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9241 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
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Iteration 194Q: 32 clusters Score -1.022494e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 95052 members 
Mstep: Class 4 contains 78807 members 
Mstep: Class 5 contains 88048 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28858 members 
Mstep: Class 11 contains 97022 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10749 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89954 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79276 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86820 members 
Mstep: Class 24 contains 25623 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9242 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249472.000000 Penalty: 68724.578125
Iteration 195Q: 32 clusters Score -1.022495e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 95054 members 
Mstep: Class 4 contains 78808 members 
Mstep: Class 5 contains 88065 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28845 members 
Mstep: Class 11 contains 97015 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10755 members 
Mstep: Class 14 contains 9040 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89948 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79276 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86815 members 
Mstep: Class 24 contains 25620 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249304.000000 Penalty: 68724.578125
Iteration 196Q: 32 clusters Score -1.022493e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 95058 members 
Mstep: Class 4 contains 78825 members 
Mstep: Class 5 contains 88070 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28826 members 
Mstep: Class 11 contains 97029 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89944 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79267 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86803 members 
Mstep: Class 24 contains 25621 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249392.000000 Penalty: 68724.578125
Iteration 197Q: 32 clusters Score -1.022494e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 95062 members 
Mstep: Class 4 contains 78840 members 
Mstep: Class 5 contains 88069 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28813 members 
Mstep: Class 11 contains 97035 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10768 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89943 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79271 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86787 members 
Mstep: Class 24 contains 25622 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249464.000000 Penalty: 68724.578125
Iteration 198Q: 32 clusters Score -1.022495e+08 nChanged 191
Entering ConstructFrom: 
Score: -102249464.000000 Penalty: 68724.578125
Entering ConstructFrom: 
Trying to split cluster 1 (96650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96650 members 
Entering Unmasked Estep 
Score: -12116084.000000 Penalty: 1865.313354
	Iteration 0F: 2 clusters Score -1.211608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -12054609.000000 Penalty: 3730.626709
	Iteration 0F: 3 clusters Score -1.205461e+07 nChanged 46222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -12081158.000000 Penalty: 3730.626709
	Iteration 1F: 3 clusters Score -1.208116e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -12081705.000000 Penalty: 3730.626709
	Iteration 2Q: 3 clusters Score -1.20817e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -12082362.000000 Penalty: 3730.626709
	Iteration 3Q: 3 clusters Score -1.208236e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -12083136.000000 Penalty: 3730.626709
	Iteration 4Q: 3 clusters Score -1.208314e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -12084214.000000 Penalty: 3730.626709
	Iteration 5Q: 3 clusters Score -1.208421e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -12085749.000000 Penalty: 3730.626709
	Iteration 6Q: 3 clusters Score -1.208575e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -12088555.000000 Penalty: 3730.626709
	Iteration 7Q: 3 clusters Score -1.208856e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -12092652.000000 Penalty: 3730.626709
	Iteration 8F: 3 clusters Score -1.209265e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -12097485.000000 Penalty: 3730.626709
	Iteration 9F: 3 clusters Score -1.209748e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -12101780.000000 Penalty: 3730.626709
	Iteration 10F: 3 clusters Score -1.210178e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -12104591.000000 Penalty: 3730.626709
	Iteration 11F: 3 clusters Score -1.210459e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -12106214.000000 Penalty: 3730.626709
	Iteration 12Q: 3 clusters Score -1.210621e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -12107072.000000 Penalty: 3730.626709
	Iteration 13Q: 3 clusters Score -1.210707e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
Score: -12107589.000000 Penalty: 3730.626709
	Iteration 14Q: 3 clusters Score -1.210759e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -12107883.000000 Penalty: 3730.626709
	Iteration 15Q: 3 clusters Score -1.210788e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -12108257.000000 Penalty: 3730.626709
	Iteration 16Q: 3 clusters Score -1.210826e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -12108434.000000 Penalty: 3730.626709
	Iteration 17Q: 3 clusters Score -1.210843e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -12108580.000000 Penalty: 3730.626709
	Iteration 18Q: 3 clusters Score -1.210858e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -12108761.000000 Penalty: 3730.626709
	Iteration 19Q: 3 clusters Score -1.210876e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -12108847.000000 Penalty: 3730.626709
	Iteration 20F: 3 clusters Score -1.210885e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -12108930.000000 Penalty: 3730.626709
	Iteration 21Q: 3 clusters Score -1.210893e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -12109020.000000 Penalty: 3730.626709
	Iteration 22Q: 3 clusters Score -1.210902e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -12109044.000000 Penalty: 3730.626709
	Iteration 23Q: 3 clusters Score -1.210904e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -12109109.000000 Penalty: 3730.626709
	Iteration 24Q: 3 clusters Score -1.210911e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -12109266.000000 Penalty: 3730.626709
	Iteration 25Q: 3 clusters Score -1.210927e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -12109740.000000 Penalty: 3730.626709
	Iteration 26Q: 3 clusters Score -1.210974e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 82375 members 
Entering Unmasked Estep 
Score: -12110125.000000 Penalty: 3730.626709
	Iteration 27Q: 3 clusters Score -1.211012e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -12110551.000000 Penalty: 3730.626709
	Iteration 28Q: 3 clusters Score -1.211055e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 83574 members 
Entering Unmasked Estep 
Score: -12110908.000000 Penalty: 3730.626709
	Iteration 29Q: 3 clusters Score -1.211091e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -12111393.000000 Penalty: 3730.626709
	Iteration 30Q: 3 clusters Score -1.211139e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -12111855.000000 Penalty: 3730.626709
	Iteration 31Q: 3 clusters Score -1.211186e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -12112254.000000 Penalty: 3730.626709
	Iteration 32Q: 3 clusters Score -1.211225e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 86409 members 
Entering Unmasked Estep 
Score: -12112646.000000 Penalty: 3730.626709
	Iteration 33Q: 3 clusters Score -1.211265e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -12113094.000000 Penalty: 3730.626709
	Iteration 34Q: 3 clusters Score -1.211309e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 87898 members 
Entering Unmasked Estep 
Score: -12113434.000000 Penalty: 3730.626709
	Iteration 35Q: 3 clusters Score -1.211343e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -12113740.000000 Penalty: 3730.626709
	Iteration 36Q: 3 clusters Score -1.211374e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -12114016.000000 Penalty: 3730.626709
	Iteration 37Q: 3 clusters Score -1.211402e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -12114178.000000 Penalty: 3730.626709
	Iteration 38Q: 3 clusters Score -1.211418e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -12114298.000000 Penalty: 3730.626709
	Iteration 39Q: 3 clusters Score -1.21143e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -12114430.000000 Penalty: 3730.626709
	Iteration 40F: 3 clusters Score -1.211443e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 91987 members 
Entering Unmasked Estep 
Score: -12114463.000000 Penalty: 3730.626709
	Iteration 41Q: 3 clusters Score -1.211446e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -12114558.000000 Penalty: 3730.626709
	Iteration 42Q: 3 clusters Score -1.211456e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -12114706.000000 Penalty: 3730.626709
	Iteration 43Q: 3 clusters Score -1.211471e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -12114784.000000 Penalty: 3730.626709
	Iteration 44Q: 3 clusters Score -1.211478e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -12114818.000000 Penalty: 3730.626709
	Iteration 45Q: 3 clusters Score -1.211482e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 94022 members 
Entering Unmasked Estep 
Score: -12114876.000000 Penalty: 3730.626709
	Iteration 46Q: 3 clusters Score -1.211488e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 94279 members 
Entering Unmasked Estep 
Score: -12114873.000000 Penalty: 3730.626709
	Iteration 47Q: 3 clusters Score -1.211487e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -12114848.000000 Penalty: 3730.626709
	Iteration 48Q: 3 clusters Score -1.211485e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 94730 members 
Entering Unmasked Estep 
Score: -12114889.000000 Penalty: 3730.626709
	Iteration 49Q: 3 clusters Score -1.211489e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -12114900.000000 Penalty: 3730.626709
	Iteration 50Q: 3 clusters Score -1.21149e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -12114902.000000 Penalty: 3730.626709
	Iteration 51Q: 3 clusters Score -1.21149e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -12114888.000000 Penalty: 3730.626709
	Iteration 52Q: 3 clusters Score -1.211489e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -12114871.000000 Penalty: 3730.626709
	Iteration 53Q: 3 clusters Score -1.211487e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -12114883.000000 Penalty: 3730.626709
	Iteration 54Q: 3 clusters Score -1.211488e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -12114907.000000 Penalty: 3730.626709
	Iteration 55Q: 3 clusters Score -1.211491e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -12114903.000000 Penalty: 3730.626709
	Iteration 56Q: 3 clusters Score -1.21149e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -12114910.000000 Penalty: 3730.626709
	Iteration 57Q: 3 clusters Score -1.211491e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -12114904.000000 Penalty: 3730.626709
	Iteration 58Q: 3 clusters Score -1.21149e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -12114921.000000 Penalty: 3730.626709
	Iteration 59Q: 3 clusters Score -1.211492e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -12114933.000000 Penalty: 3730.626709
	Iteration 60F: 3 clusters Score -1.211493e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -12114919.000000 Penalty: 3730.626709
	Iteration 61Q: 3 clusters Score -1.211492e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -12114912.000000 Penalty: 3730.626709
	Iteration 62Q: 3 clusters Score -1.211491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -12114909.000000 Penalty: 3730.626709
	Iteration 63Q: 3 clusters Score -1.211491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 95608 members 
Entering Unmasked Estep 
Score: -12114908.000000 Penalty: 3730.626709
	Iteration 64Q: 3 clusters Score -1.211491e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -12114896.000000 Penalty: 3730.626709
	Iteration 65Q: 3 clusters Score -1.21149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -12114901.000000 Penalty: 3730.626709
	Iteration 66Q: 3 clusters Score -1.21149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -12114909.000000 Penalty: 3730.626709
	Iteration 67Q: 3 clusters Score -1.211491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -12114911.000000 Penalty: 3730.626709
	Iteration 68Q: 3 clusters Score -1.211491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -12114911.000000 Penalty: 3730.626709
	Iteration 69F: 3 clusters Score -1.211491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Entering Unmasked Estep 
Score: -870961.812500 Penalty: 1441.345703
	Iteration 0F: 2 clusters Score -870961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -865642.250000 Penalty: 2882.691406
	Iteration 0F: 3 clusters Score -865642.2 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -867144.437500 Penalty: 2882.691406
	Iteration 1F: 3 clusters Score -867144.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -867362.812500 Penalty: 2882.691406
	Iteration 2F: 3 clusters Score -867362.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -867506.750000 Penalty: 2882.691406
	Iteration 3F: 3 clusters Score -867506.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -867616.562500 Penalty: 2882.691406
	Iteration 4Q: 3 clusters Score -867616.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -867703.937500 Penalty: 2882.691406
	Iteration 5Q: 3 clusters Score -867703.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -867798.500000 Penalty: 2882.691406
	Iteration 6Q: 3 clusters Score -867798.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -867896.437500 Penalty: 2882.691406
	Iteration 7Q: 3 clusters Score -867896.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -867992.687500 Penalty: 2882.691406
	Iteration 8Q: 3 clusters Score -867992.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -868172.625000 Penalty: 2882.691406
	Iteration 9Q: 3 clusters Score -868172.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -868409.500000 Penalty: 2882.691406
	Iteration 10Q: 3 clusters Score -868409.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -868697.062500 Penalty: 2882.691406
	Iteration 11F: 3 clusters Score -868697.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -868978.375000 Penalty: 2882.691406
	Iteration 12F: 3 clusters Score -868978.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -869206.687500 Penalty: 2882.691406
	Iteration 13F: 3 clusters Score -869206.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -869395.500000 Penalty: 2882.691406
	Iteration 14Q: 3 clusters Score -869395.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -869540.375000 Penalty: 2882.691406
	Iteration 15Q: 3 clusters Score -869540.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -869651.187500 Penalty: 2882.691406
	Iteration 16Q: 3 clusters Score -869651.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -869719.875000 Penalty: 2882.691406
	Iteration 17Q: 3 clusters Score -869719.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -869784.875000 Penalty: 2882.691406
	Iteration 18Q: 3 clusters Score -869784.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -869846.000000 Penalty: 2882.691406
	Iteration 19Q: 3 clusters Score -869846 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -869908.125000 Penalty: 2882.691406
	Iteration 20F: 3 clusters Score -869908.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -869955.125000 Penalty: 2882.691406
	Iteration 21Q: 3 clusters Score -869955.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -869995.000000 Penalty: 2882.691406
	Iteration 22Q: 3 clusters Score -869995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -870031.687500 Penalty: 2882.691406
	Iteration 23Q: 3 clusters Score -870031.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -870066.687500 Penalty: 2882.691406
	Iteration 24Q: 3 clusters Score -870066.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -870093.062500 Penalty: 2882.691406
	Iteration 25Q: 3 clusters Score -870093.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -870116.500000 Penalty: 2882.691406
	Iteration 26Q: 3 clusters Score -870116.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -870138.437500 Penalty: 2882.691406
	Iteration 27Q: 3 clusters Score -870138.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -870153.000000 Penalty: 2882.691406
	Iteration 28Q: 3 clusters Score -870153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -870165.750000 Penalty: 2882.691406
	Iteration 29Q: 3 clusters Score -870165.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -870176.625000 Penalty: 2882.691406
	Iteration 30Q: 3 clusters Score -870176.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -870190.562500 Penalty: 2882.691406
	Iteration 31Q: 3 clusters Score -870190.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -870201.500000 Penalty: 2882.691406
	Iteration 32Q: 3 clusters Score -870201.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -870212.500000 Penalty: 2882.691406
	Iteration 33Q: 3 clusters Score -870212.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -870221.500000 Penalty: 2882.691406
	Iteration 34Q: 3 clusters Score -870221.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -870229.125000 Penalty: 2882.691406
	Iteration 35Q: 3 clusters Score -870229.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -870235.250000 Penalty: 2882.691406
	Iteration 36Q: 3 clusters Score -870235.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -870238.875000 Penalty: 2882.691406
	Iteration 37Q: 3 clusters Score -870238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -870242.187500 Penalty: 2882.691406
	Iteration 38Q: 3 clusters Score -870242.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -870243.437500 Penalty: 2882.691406
	Iteration 39Q: 3 clusters Score -870243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -870246.000000 Penalty: 2882.691406
	Iteration 40F: 3 clusters Score -870246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -870247.625000 Penalty: 2882.691406
	Iteration 41Q: 3 clusters Score -870247.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -870247.750000 Penalty: 2882.691406
	Iteration 42Q: 3 clusters Score -870247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -870250.125000 Penalty: 2882.691406
	Iteration 43Q: 3 clusters Score -870250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -870248.937500 Penalty: 2882.691406
	Iteration 44Q: 3 clusters Score -870248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -870250.125000 Penalty: 2882.691406
	Iteration 45Q: 3 clusters Score -870250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -870249.812500 Penalty: 2882.691406
	Iteration 46Q: 3 clusters Score -870249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -870251.500000 Penalty: 2882.691406
	Iteration 47Q: 3 clusters Score -870251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -870251.625000 Penalty: 2882.691406
	Iteration 48Q: 3 clusters Score -870251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -870251.437500 Penalty: 2882.691406
	Iteration 49Q: 3 clusters Score -870251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -870253.000000 Penalty: 2882.691406
	Iteration 50Q: 3 clusters Score -870253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -870254.812500 Penalty: 2882.691406
	Iteration 51Q: 3 clusters Score -870254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -870256.375000 Penalty: 2882.691406
	Iteration 52Q: 3 clusters Score -870256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -870256.812500 Penalty: 2882.691406
	Iteration 53Q: 3 clusters Score -870256.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -870260.312500 Penalty: 2882.691406
	Iteration 54Q: 3 clusters Score -870260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -870258.875000 Penalty: 2882.691406
	Iteration 55Q: 3 clusters Score -870258.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -870260.125000 Penalty: 2882.691406
	Iteration 56Q: 3 clusters Score -870260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -870261.750000 Penalty: 2882.691406
	Iteration 57Q: 3 clusters Score -870261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -870262.062500 Penalty: 2882.691406
	Iteration 58Q: 3 clusters Score -870262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -870261.500000 Penalty: 2882.691406
	Iteration 59Q: 3 clusters Score -870261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -870261.875000 Penalty: 2882.691406
	Iteration 60F: 3 clusters Score -870261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -870263.375000 Penalty: 2882.691406
	Iteration 61Q: 3 clusters Score -870263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -870262.625000 Penalty: 2882.691406
	Iteration 62Q: 3 clusters Score -870262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -870262.625000 Penalty: 2882.691406
	Iteration 63F: 3 clusters Score -870262.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (95064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95064 members 
Entering Unmasked Estep 
Score: -12012731.000000 Penalty: 1862.624756
	Iteration 0F: 2 clusters Score -1.201273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -11956044.000000 Penalty: 3725.249512
	Iteration 0F: 3 clusters Score -1.195604e+07 nChanged 45444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -11983412.000000 Penalty: 3725.249512
	Iteration 1F: 3 clusters Score -1.198341e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -11984826.000000 Penalty: 3725.249512
	Iteration 2Q: 3 clusters Score -1.198483e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -11987161.000000 Penalty: 3725.249512
	Iteration 3F: 3 clusters Score -1.198716e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -11990679.000000 Penalty: 3725.249512
	Iteration 4F: 3 clusters Score -1.199068e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -11995075.000000 Penalty: 3725.249512
	Iteration 5F: 3 clusters Score -1.199508e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -12000077.000000 Penalty: 3725.249512
	Iteration 6F: 3 clusters Score -1.200008e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -12003984.000000 Penalty: 3725.249512
	Iteration 7F: 3 clusters Score -1.200398e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -12006168.000000 Penalty: 3725.249512
	Iteration 8Q: 3 clusters Score -1.200617e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -12007058.000000 Penalty: 3725.249512
	Iteration 9Q: 3 clusters Score -1.200706e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -12007452.000000 Penalty: 3725.249512
	Iteration 10Q: 3 clusters Score -1.200745e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -12007649.000000 Penalty: 3725.249512
	Iteration 11Q: 3 clusters Score -1.200765e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -12007953.000000 Penalty: 3725.249512
	Iteration 12Q: 3 clusters Score -1.200795e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 82885 members 
Entering Unmasked Estep 
Score: -12009631.000000 Penalty: 3725.249512
	Iteration 13Q: 3 clusters Score -1.200963e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -12011086.000000 Penalty: 3725.249512
	Iteration 14Q: 3 clusters Score -1.201109e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -12012031.000000 Penalty: 3725.249512
	Iteration 15Q: 3 clusters Score -1.201203e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
Score: -12012572.000000 Penalty: 3725.249512
	Iteration 16Q: 3 clusters Score -1.201257e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -12012909.000000 Penalty: 3725.249512
	Iteration 17Q: 3 clusters Score -1.201291e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -12012933.000000 Penalty: 3725.249512
	Iteration 18Q: 3 clusters Score -1.201293e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -12012957.000000 Penalty: 3725.249512
	Iteration 19Q: 3 clusters Score -1.201296e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -12013030.000000 Penalty: 3725.249512
	Iteration 20F: 3 clusters Score -1.201303e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -12013028.000000 Penalty: 3725.249512
	Iteration 21Q: 3 clusters Score -1.201303e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -12013013.000000 Penalty: 3725.249512
	Iteration 22Q: 3 clusters Score -1.201301e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 90687 members 
Entering Unmasked Estep 
Score: -12012989.000000 Penalty: 3725.249512
	Iteration 23Q: 3 clusters Score -1.201299e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 90998 members 
Entering Unmasked Estep 
Score: -12013045.000000 Penalty: 3725.249512
	Iteration 24Q: 3 clusters Score -1.201304e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -12013042.000000 Penalty: 3725.249512
	Iteration 25Q: 3 clusters Score -1.201304e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -12013014.000000 Penalty: 3725.249512
	Iteration 26Q: 3 clusters Score -1.201301e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 91696 members 
Entering Unmasked Estep 
Score: -12013001.000000 Penalty: 3725.249512
	Iteration 27Q: 3 clusters Score -1.2013e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -12012924.000000 Penalty: 3725.249512
	Iteration 28Q: 3 clusters Score -1.201292e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -12012883.000000 Penalty: 3725.249512
	Iteration 29Q: 3 clusters Score -1.201288e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 92154 members 
Entering Unmasked Estep 
Score: -12012846.000000 Penalty: 3725.249512
	Iteration 30Q: 3 clusters Score -1.201285e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -12012814.000000 Penalty: 3725.249512
	Iteration 31Q: 3 clusters Score -1.201281e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -12012773.000000 Penalty: 3725.249512
	Iteration 32Q: 3 clusters Score -1.201277e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 92424 members 
Entering Unmasked Estep 
Score: -12012797.000000 Penalty: 3725.249512
	Iteration 33Q: 3 clusters Score -1.20128e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -12012792.000000 Penalty: 3725.249512
	Iteration 34Q: 3 clusters Score -1.201279e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -12012777.000000 Penalty: 3725.249512
	Iteration 35Q: 3 clusters Score -1.201278e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 92594 members 
Entering Unmasked Estep 
Score: -12012769.000000 Penalty: 3725.249512
	Iteration 36Q: 3 clusters Score -1.201277e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 92648 members 
Entering Unmasked Estep 
Score: -12012746.000000 Penalty: 3725.249512
	Iteration 37Q: 3 clusters Score -1.201275e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
Score: -12012728.000000 Penalty: 3725.249512
	Iteration 38Q: 3 clusters Score -1.201273e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -12012718.000000 Penalty: 3725.249512
	Iteration 39Q: 3 clusters Score -1.201272e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -12012692.000000 Penalty: 3725.249512
	Iteration 40F: 3 clusters Score -1.201269e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -12012682.000000 Penalty: 3725.249512
	Iteration 41Q: 3 clusters Score -1.201268e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 92978 members 
Entering Unmasked Estep 
Score: -12012687.000000 Penalty: 3725.249512
	Iteration 42Q: 3 clusters Score -1.201269e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -12012673.000000 Penalty: 3725.249512
	Iteration 43Q: 3 clusters Score -1.201267e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -12012654.000000 Penalty: 3725.249512
	Iteration 44Q: 3 clusters Score -1.201265e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -12012641.000000 Penalty: 3725.249512
	Iteration 45Q: 3 clusters Score -1.201264e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -12012635.000000 Penalty: 3725.249512
	Iteration 46Q: 3 clusters Score -1.201264e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -12012579.000000 Penalty: 3725.249512
	Iteration 47Q: 3 clusters Score -1.201258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -12012567.000000 Penalty: 3725.249512
	Iteration 48Q: 3 clusters Score -1.201257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -12012570.000000 Penalty: 3725.249512
	Iteration 49Q: 3 clusters Score -1.201257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -12012560.000000 Penalty: 3725.249512
	Iteration 50Q: 3 clusters Score -1.201256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -12012545.000000 Penalty: 3725.249512
	Iteration 51Q: 3 clusters Score -1.201254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -12012541.000000 Penalty: 3725.249512
	Iteration 52Q: 3 clusters Score -1.201254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 93324 members 
Entering Unmasked Estep 
Score: -12012518.000000 Penalty: 3725.249512
	Iteration 53Q: 3 clusters Score -1.201252e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 93343 members 
Entering Unmasked Estep 
Score: -12012509.000000 Penalty: 3725.249512
	Iteration 54Q: 3 clusters Score -1.201251e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -12012531.000000 Penalty: 3725.249512
	Iteration 55Q: 3 clusters Score -1.201253e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -12012530.000000 Penalty: 3725.249512
	Iteration 56Q: 3 clusters Score -1.201253e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -12012503.000000 Penalty: 3725.249512
	Iteration 57Q: 3 clusters Score -1.20125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -12012509.000000 Penalty: 3725.249512
	Iteration 58Q: 3 clusters Score -1.201251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -12012494.000000 Penalty: 3725.249512
	Iteration 59Q: 3 clusters Score -1.201249e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -12012484.000000 Penalty: 3725.249512
	Iteration 60F: 3 clusters Score -1.201248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 93517 members 
Entering Unmasked Estep 
Score: -12012499.000000 Penalty: 3725.249512
	Iteration 61Q: 3 clusters Score -1.20125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -12012482.000000 Penalty: 3725.249512
	Iteration 62Q: 3 clusters Score -1.201248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
Score: -12012483.000000 Penalty: 3725.249512
	Iteration 63Q: 3 clusters Score -1.201248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 93579 members 
Entering Unmasked Estep 
Score: -12012476.000000 Penalty: 3725.249512
	Iteration 64Q: 3 clusters Score -1.201248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -12012480.000000 Penalty: 3725.249512
	Iteration 65Q: 3 clusters Score -1.201248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -12012489.000000 Penalty: 3725.249512
	Iteration 66Q: 3 clusters Score -1.201249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -12012483.000000 Penalty: 3725.249512
	Iteration 67Q: 3 clusters Score -1.201248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 93648 members 
Entering Unmasked Estep 
Score: -12012470.000000 Penalty: 3725.249512
	Iteration 68Q: 3 clusters Score -1.201247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -12012465.000000 Penalty: 3725.249512
	Iteration 69Q: 3 clusters Score -1.201246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 93665 members 
Entering Unmasked Estep 
Score: -12012463.000000 Penalty: 3725.249512
	Iteration 70Q: 3 clusters Score -1.201246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 93673 members 
Entering Unmasked Estep 
Score: -12012446.000000 Penalty: 3725.249512
	Iteration 71Q: 3 clusters Score -1.201245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -12012456.000000 Penalty: 3725.249512
	Iteration 72Q: 3 clusters Score -1.201246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -12012451.000000 Penalty: 3725.249512
	Iteration 73Q: 3 clusters Score -1.201245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 93708 members 
Entering Unmasked Estep 
Score: -12012435.000000 Penalty: 3725.249512
	Iteration 74Q: 3 clusters Score -1.201244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 93715 members 
Entering Unmasked Estep 
Score: -12012448.000000 Penalty: 3725.249512
	Iteration 75Q: 3 clusters Score -1.201245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -12012443.000000 Penalty: 3725.249512
	Iteration 76Q: 3 clusters Score -1.201244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -12012428.000000 Penalty: 3725.249512
	Iteration 77Q: 3 clusters Score -1.201243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 93728 members 
Entering Unmasked Estep 
Score: -12012435.000000 Penalty: 3725.249512
	Iteration 78Q: 3 clusters Score -1.201244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -12012449.000000 Penalty: 3725.249512
	Iteration 79Q: 3 clusters Score -1.201245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 93736 members 
Entering Unmasked Estep 
Score: -12012445.000000 Penalty: 3725.249512
	Iteration 80F: 3 clusters Score -1.201244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -12012439.000000 Penalty: 3725.249512
	Iteration 81Q: 3 clusters Score -1.201244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 93744 members 
Entering Unmasked Estep 
Score: -12012442.000000 Penalty: 3725.249512
	Iteration 82Q: 3 clusters Score -1.201244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -12012434.000000 Penalty: 3725.249512
	Iteration 83Q: 3 clusters Score -1.201243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -12012446.000000 Penalty: 3725.249512
	Iteration 84Q: 3 clusters Score -1.201245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 93760 members 
Entering Unmasked Estep 
Score: -12012451.000000 Penalty: 3725.249512
	Iteration 85Q: 3 clusters Score -1.201245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 93765 members 
Entering Unmasked Estep 
Score: -12012466.000000 Penalty: 3725.249512
	Iteration 86Q: 3 clusters Score -1.201247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 93770 members 
Entering Unmasked Estep 
Score: -12012449.000000 Penalty: 3725.249512
	Iteration 87Q: 3 clusters Score -1.201245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -12012447.000000 Penalty: 3725.249512
	Iteration 88Q: 3 clusters Score -1.201245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -12012470.000000 Penalty: 3725.249512
	Iteration 89Q: 3 clusters Score -1.201247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -12012464.000000 Penalty: 3725.249512
	Iteration 90Q: 3 clusters Score -1.201246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -12012452.000000 Penalty: 3725.249512
	Iteration 91Q: 3 clusters Score -1.201245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 93790 members 
Entering Unmasked Estep 
Score: -12012453.000000 Penalty: 3725.249512
	Iteration 92Q: 3 clusters Score -1.201245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -12012449.000000 Penalty: 3725.249512
	Iteration 93Q: 3 clusters Score -1.201245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
Score: -12012453.000000 Penalty: 3725.249512
	Iteration 94Q: 3 clusters Score -1.201245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 93796 members 
Entering Unmasked Estep 
Score: -12012448.000000 Penalty: 3725.249512
	Iteration 95Q: 3 clusters Score -1.201245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -12012447.000000 Penalty: 3725.249512
	Iteration 96Q: 3 clusters Score -1.201245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -12012440.000000 Penalty: 3725.249512
	Iteration 97Q: 3 clusters Score -1.201244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -12012448.000000 Penalty: 3725.249512
	Iteration 98Q: 3 clusters Score -1.201245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -12012447.000000 Penalty: 3725.249512
	Iteration 99Q: 3 clusters Score -1.201245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -12012448.000000 Penalty: 3725.249512
	Iteration 100F: 3 clusters Score -1.201245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 93809 members 
Entering Unmasked Estep 
Score: -12012445.000000 Penalty: 3725.249512
	Iteration 101Q: 3 clusters Score -1.201244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -12012444.000000 Penalty: 3725.249512
	Iteration 102Q: 3 clusters Score -1.201244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -12012449.000000 Penalty: 3725.249512
	Iteration 103Q: 3 clusters Score -1.201245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -12012448.000000 Penalty: 3725.249512
	Iteration 104Q: 3 clusters Score -1.201245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -12012451.000000 Penalty: 3725.249512
	Iteration 105Q: 3 clusters Score -1.201245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -12012444.000000 Penalty: 3725.249512
	Iteration 106Q: 3 clusters Score -1.201244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -12012444.000000 Penalty: 3725.249512
	Iteration 107F: 3 clusters Score -1.201244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (78853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Entering Unmasked Estep 
Score: -9862538.000000 Penalty: 1832.242920
	Iteration 0F: 2 clusters Score -9862538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -9810077.000000 Penalty: 3664.485840
	Iteration 0F: 3 clusters Score -9810077 nChanged 37524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -9831639.000000 Penalty: 3664.485840
	Iteration 1F: 3 clusters Score -9831639 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -9832235.000000 Penalty: 3664.485840
	Iteration 2Q: 3 clusters Score -9832235 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -9832886.000000 Penalty: 3664.485840
	Iteration 3Q: 3 clusters Score -9832886 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -9833780.000000 Penalty: 3664.485840
	Iteration 4Q: 3 clusters Score -9833780 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -9835218.000000 Penalty: 3664.485840
	Iteration 5Q: 3 clusters Score -9835218 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -9837351.000000 Penalty: 3664.485840
	Iteration 6F: 3 clusters Score -9837351 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -9840836.000000 Penalty: 3664.485840
	Iteration 7F: 3 clusters Score -9840836 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -9845564.000000 Penalty: 3664.485840
	Iteration 8F: 3 clusters Score -9845564 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -9850142.000000 Penalty: 3664.485840
	Iteration 9F: 3 clusters Score -9850142 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -9852785.000000 Penalty: 3664.485840
	Iteration 10Q: 3 clusters Score -9852785 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -9853833.000000 Penalty: 3664.485840
	Iteration 11Q: 3 clusters Score -9853833 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -9854417.000000 Penalty: 3664.485840
	Iteration 12Q: 3 clusters Score -9854417 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -9854865.000000 Penalty: 3664.485840
	Iteration 13Q: 3 clusters Score -9854865 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -9855246.000000 Penalty: 3664.485840
	Iteration 14Q: 3 clusters Score -9855246 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -9855655.000000 Penalty: 3664.485840
	Iteration 15Q: 3 clusters Score -9855655 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -9856044.000000 Penalty: 3664.485840
	Iteration 16Q: 3 clusters Score -9856044 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -9856384.000000 Penalty: 3664.485840
	Iteration 17Q: 3 clusters Score -9856384 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
Score: -9856834.000000 Penalty: 3664.485840
	Iteration 18Q: 3 clusters Score -9856834 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
Score: -9857272.000000 Penalty: 3664.485840
	Iteration 19Q: 3 clusters Score -9857272 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -9857624.000000 Penalty: 3664.485840
	Iteration 20F: 3 clusters Score -9857624 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -9857985.000000 Penalty: 3664.485840
	Iteration 21Q: 3 clusters Score -9857985 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -9858276.000000 Penalty: 3664.485840
	Iteration 22Q: 3 clusters Score -9858276 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -9858573.000000 Penalty: 3664.485840
	Iteration 23Q: 3 clusters Score -9858573 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -9858779.000000 Penalty: 3664.485840
	Iteration 24Q: 3 clusters Score -9858779 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -9859044.000000 Penalty: 3664.485840
	Iteration 25Q: 3 clusters Score -9859044 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -9859266.000000 Penalty: 3664.485840
	Iteration 26Q: 3 clusters Score -9859266 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -9859517.000000 Penalty: 3664.485840
	Iteration 27Q: 3 clusters Score -9859517 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -9859764.000000 Penalty: 3664.485840
	Iteration 28Q: 3 clusters Score -9859764 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -9859974.000000 Penalty: 3664.485840
	Iteration 29Q: 3 clusters Score -9859974 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 76929 members 
Entering Unmasked Estep 
Score: -9860125.000000 Penalty: 3664.485840
	Iteration 30Q: 3 clusters Score -9860125 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -9860233.000000 Penalty: 3664.485840
	Iteration 31Q: 3 clusters Score -9860233 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 77402 members 
Entering Unmasked Estep 
Score: -9860368.000000 Penalty: 3664.485840
	Iteration 32Q: 3 clusters Score -9860368 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -9860489.000000 Penalty: 3664.485840
	Iteration 33Q: 3 clusters Score -9860489 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -9860556.000000 Penalty: 3664.485840
	Iteration 34Q: 3 clusters Score -9860556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -9860612.000000 Penalty: 3664.485840
	Iteration 35Q: 3 clusters Score -9860612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -9860664.000000 Penalty: 3664.485840
	Iteration 36Q: 3 clusters Score -9860664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -9860681.000000 Penalty: 3664.485840
	Iteration 37Q: 3 clusters Score -9860681 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -9860707.000000 Penalty: 3664.485840
	Iteration 38Q: 3 clusters Score -9860707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -9860732.000000 Penalty: 3664.485840
	Iteration 39Q: 3 clusters Score -9860732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -9860759.000000 Penalty: 3664.485840
	Iteration 40F: 3 clusters Score -9860759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -9860790.000000 Penalty: 3664.485840
	Iteration 41Q: 3 clusters Score -9860790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -9860784.000000 Penalty: 3664.485840
	Iteration 42Q: 3 clusters Score -9860784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -9860794.000000 Penalty: 3664.485840
	Iteration 43Q: 3 clusters Score -9860794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -9860816.000000 Penalty: 3664.485840
	Iteration 44Q: 3 clusters Score -9860816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -9860819.000000 Penalty: 3664.485840
	Iteration 45Q: 3 clusters Score -9860819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -9860833.000000 Penalty: 3664.485840
	Iteration 46Q: 3 clusters Score -9860833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -9860846.000000 Penalty: 3664.485840
	Iteration 47Q: 3 clusters Score -9860846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -9860845.000000 Penalty: 3664.485840
	Iteration 48Q: 3 clusters Score -9860845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -9860844.000000 Penalty: 3664.485840
	Iteration 49Q: 3 clusters Score -9860844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -9860839.000000 Penalty: 3664.485840
	Iteration 50Q: 3 clusters Score -9860839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -9860835.000000 Penalty: 3664.485840
	Iteration 51Q: 3 clusters Score -9860835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -9860848.000000 Penalty: 3664.485840
	Iteration 52Q: 3 clusters Score -9860848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -9860842.000000 Penalty: 3664.485840
	Iteration 53Q: 3 clusters Score -9860842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -9860844.000000 Penalty: 3664.485840
	Iteration 54Q: 3 clusters Score -9860844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -9860851.000000 Penalty: 3664.485840
	Iteration 55Q: 3 clusters Score -9860851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -9860845.000000 Penalty: 3664.485840
	Iteration 56Q: 3 clusters Score -9860845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -9860847.000000 Penalty: 3664.485840
	Iteration 57Q: 3 clusters Score -9860847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -9860845.000000 Penalty: 3664.485840
	Iteration 58Q: 3 clusters Score -9860845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -9860851.000000 Penalty: 3664.485840
	Iteration 59Q: 3 clusters Score -9860851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -9860842.000000 Penalty: 3664.485840
	Iteration 60F: 3 clusters Score -9860842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -9860853.000000 Penalty: 3664.485840
	Iteration 61Q: 3 clusters Score -9860853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -9860854.000000 Penalty: 3664.485840
	Iteration 62Q: 3 clusters Score -9860854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -9860861.000000 Penalty: 3664.485840
	Iteration 63Q: 3 clusters Score -9860861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -9860868.000000 Penalty: 3664.485840
	Iteration 64Q: 3 clusters Score -9860868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -9860874.000000 Penalty: 3664.485840
	Iteration 65Q: 3 clusters Score -9860874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -9860865.000000 Penalty: 3664.485840
	Iteration 66Q: 3 clusters Score -9860865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -9860868.000000 Penalty: 3664.485840
	Iteration 67Q: 3 clusters Score -9860868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -9860878.000000 Penalty: 3664.485840
	Iteration 68Q: 3 clusters Score -9860878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 78345 members 
Entering Unmasked Estep 
Score: -9860877.000000 Penalty: 3664.485840
	Iteration 69Q: 3 clusters Score -9860877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -9860898.000000 Penalty: 3664.485840
	Iteration 70Q: 3 clusters Score -9860898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -9860896.000000 Penalty: 3664.485840
	Iteration 71Q: 3 clusters Score -9860896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -9860910.000000 Penalty: 3664.485840
	Iteration 72Q: 3 clusters Score -9860910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -9860905.000000 Penalty: 3664.485840
	Iteration 73Q: 3 clusters Score -9860905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -9860906.000000 Penalty: 3664.485840
	Iteration 74Q: 3 clusters Score -9860906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -9860901.000000 Penalty: 3664.485840
	Iteration 75Q: 3 clusters Score -9860901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -9860917.000000 Penalty: 3664.485840
	Iteration 76Q: 3 clusters Score -9860917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -9860914.000000 Penalty: 3664.485840
	Iteration 77Q: 3 clusters Score -9860914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -9860920.000000 Penalty: 3664.485840
	Iteration 78Q: 3 clusters Score -9860920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -9860917.000000 Penalty: 3664.485840
	Iteration 79Q: 3 clusters Score -9860917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -9860917.000000 Penalty: 3664.485840
	Iteration 80F: 3 clusters Score -9860917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (88070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Entering Unmasked Estep 
Score: -10983850.000000 Penalty: 1850.206665
	Iteration 0F: 2 clusters Score -1.098385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -10926874.000000 Penalty: 3700.413330
	Iteration 0F: 3 clusters Score -1.092687e+07 nChanged 41784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -10950862.000000 Penalty: 3700.413330
	Iteration 1F: 3 clusters Score -1.095086e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -10951447.000000 Penalty: 3700.413330
	Iteration 2Q: 3 clusters Score -1.095145e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -10952078.000000 Penalty: 3700.413330
	Iteration 3Q: 3 clusters Score -1.095208e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -10952966.000000 Penalty: 3700.413330
	Iteration 4Q: 3 clusters Score -1.095297e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -10954175.000000 Penalty: 3700.413330
	Iteration 5Q: 3 clusters Score -1.095418e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -10956067.000000 Penalty: 3700.413330
	Iteration 6Q: 3 clusters Score -1.095607e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -10959146.000000 Penalty: 3700.413330
	Iteration 7F: 3 clusters Score -1.095915e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -10963283.000000 Penalty: 3700.413330
	Iteration 8F: 3 clusters Score -1.096328e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -10967603.000000 Penalty: 3700.413330
	Iteration 9F: 3 clusters Score -1.09676e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -10970626.000000 Penalty: 3700.413330
	Iteration 10F: 3 clusters Score -1.097063e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 61103 members 
Entering Unmasked Estep 
Score: -10972251.000000 Penalty: 3700.413330
	Iteration 11Q: 3 clusters Score -1.097225e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -10973146.000000 Penalty: 3700.413330
	Iteration 12Q: 3 clusters Score -1.097315e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -10973974.000000 Penalty: 3700.413330
	Iteration 13Q: 3 clusters Score -1.097397e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -10975020.000000 Penalty: 3700.413330
	Iteration 14Q: 3 clusters Score -1.097502e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -10976085.000000 Penalty: 3700.413330
	Iteration 15Q: 3 clusters Score -1.097608e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -10977254.000000 Penalty: 3700.413330
	Iteration 16Q: 3 clusters Score -1.097725e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -10978268.000000 Penalty: 3700.413330
	Iteration 17Q: 3 clusters Score -1.097827e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -10979077.000000 Penalty: 3700.413330
	Iteration 18Q: 3 clusters Score -1.097908e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -10979733.000000 Penalty: 3700.413330
	Iteration 19Q: 3 clusters Score -1.097973e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -10980252.000000 Penalty: 3700.413330
	Iteration 20F: 3 clusters Score -1.098025e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -10980650.000000 Penalty: 3700.413330
	Iteration 21Q: 3 clusters Score -1.098065e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -10980994.000000 Penalty: 3700.413330
	Iteration 22Q: 3 clusters Score -1.098099e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -10981202.000000 Penalty: 3700.413330
	Iteration 23Q: 3 clusters Score -1.09812e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -10981252.000000 Penalty: 3700.413330
	Iteration 24Q: 3 clusters Score -1.098125e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -10981304.000000 Penalty: 3700.413330
	Iteration 25Q: 3 clusters Score -1.09813e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -10981367.000000 Penalty: 3700.413330
	Iteration 26Q: 3 clusters Score -1.098137e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -10981449.000000 Penalty: 3700.413330
	Iteration 27Q: 3 clusters Score -1.098145e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -10981485.000000 Penalty: 3700.413330
	Iteration 28Q: 3 clusters Score -1.098148e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -10981518.000000 Penalty: 3700.413330
	Iteration 29Q: 3 clusters Score -1.098152e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -10981579.000000 Penalty: 3700.413330
	Iteration 30Q: 3 clusters Score -1.098158e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 67772 members 
Entering Unmasked Estep 
Score: -10981534.000000 Penalty: 3700.413330
	Iteration 31Q: 3 clusters Score -1.098153e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -10981541.000000 Penalty: 3700.413330
	Iteration 32Q: 3 clusters Score -1.098154e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -10981568.000000 Penalty: 3700.413330
	Iteration 33Q: 3 clusters Score -1.098157e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 67530 members 
Entering Unmasked Estep 
Score: -10981556.000000 Penalty: 3700.413330
	Iteration 34Q: 3 clusters Score -1.098156e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -10981558.000000 Penalty: 3700.413330
	Iteration 35Q: 3 clusters Score -1.098156e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -10981588.000000 Penalty: 3700.413330
	Iteration 36Q: 3 clusters Score -1.098159e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -10981604.000000 Penalty: 3700.413330
	Iteration 37Q: 3 clusters Score -1.09816e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -10981604.000000 Penalty: 3700.413330
	Iteration 38Q: 3 clusters Score -1.09816e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -10981603.000000 Penalty: 3700.413330
	Iteration 39Q: 3 clusters Score -1.09816e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -10981587.000000 Penalty: 3700.413330
	Iteration 40F: 3 clusters Score -1.098159e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -10981589.000000 Penalty: 3700.413330
	Iteration 41Q: 3 clusters Score -1.098159e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -10981584.000000 Penalty: 3700.413330
	Iteration 42Q: 3 clusters Score -1.098158e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 66975 members 
Entering Unmasked Estep 
Score: -10981600.000000 Penalty: 3700.413330
	Iteration 43Q: 3 clusters Score -1.09816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -10981592.000000 Penalty: 3700.413330
	Iteration 44Q: 3 clusters Score -1.098159e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -10981614.000000 Penalty: 3700.413330
	Iteration 45Q: 3 clusters Score -1.098161e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -10981629.000000 Penalty: 3700.413330
	Iteration 46Q: 3 clusters Score -1.098163e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -10981656.000000 Penalty: 3700.413330
	Iteration 47Q: 3 clusters Score -1.098166e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -10981661.000000 Penalty: 3700.413330
	Iteration 48Q: 3 clusters Score -1.098166e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -10981660.000000 Penalty: 3700.413330
	Iteration 49Q: 3 clusters Score -1.098166e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -10981662.000000 Penalty: 3700.413330
	Iteration 50Q: 3 clusters Score -1.098166e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -10981649.000000 Penalty: 3700.413330
	Iteration 51Q: 3 clusters Score -1.098165e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -10981643.000000 Penalty: 3700.413330
	Iteration 52Q: 3 clusters Score -1.098164e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -10981653.000000 Penalty: 3700.413330
	Iteration 53Q: 3 clusters Score -1.098165e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -10981647.000000 Penalty: 3700.413330
	Iteration 54Q: 3 clusters Score -1.098165e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -10981631.000000 Penalty: 3700.413330
	Iteration 55Q: 3 clusters Score -1.098163e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -10981642.000000 Penalty: 3700.413330
	Iteration 56Q: 3 clusters Score -1.098164e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -10981637.000000 Penalty: 3700.413330
	Iteration 57Q: 3 clusters Score -1.098164e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -10981617.000000 Penalty: 3700.413330
	Iteration 58Q: 3 clusters Score -1.098162e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -10981619.000000 Penalty: 3700.413330
	Iteration 59Q: 3 clusters Score -1.098162e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -10981628.000000 Penalty: 3700.413330
	Iteration 60F: 3 clusters Score -1.098163e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -10981634.000000 Penalty: 3700.413330
	Iteration 61Q: 3 clusters Score -1.098163e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -10981643.000000 Penalty: 3700.413330
	Iteration 62Q: 3 clusters Score -1.098164e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -10981634.000000 Penalty: 3700.413330
	Iteration 63Q: 3 clusters Score -1.098163e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -10981628.000000 Penalty: 3700.413330
	Iteration 64Q: 3 clusters Score -1.098163e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -10981632.000000 Penalty: 3700.413330
	Iteration 65Q: 3 clusters Score -1.098163e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -10981629.000000 Penalty: 3700.413330
	Iteration 66Q: 3 clusters Score -1.098163e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -10981632.000000 Penalty: 3700.413330
	Iteration 67Q: 3 clusters Score -1.098163e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -10981612.000000 Penalty: 3700.413330
	Iteration 68Q: 3 clusters Score -1.098161e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -10981627.000000 Penalty: 3700.413330
	Iteration 69Q: 3 clusters Score -1.098163e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -10981603.000000 Penalty: 3700.413330
	Iteration 70Q: 3 clusters Score -1.09816e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -10981594.000000 Penalty: 3700.413330
	Iteration 71Q: 3 clusters Score -1.098159e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -10981601.000000 Penalty: 3700.413330
	Iteration 72Q: 3 clusters Score -1.09816e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -10981597.000000 Penalty: 3700.413330
	Iteration 73Q: 3 clusters Score -1.09816e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -10981580.000000 Penalty: 3700.413330
	Iteration 74Q: 3 clusters Score -1.098158e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -10981564.000000 Penalty: 3700.413330
	Iteration 75Q: 3 clusters Score -1.098156e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -10981564.000000 Penalty: 3700.413330
	Iteration 76Q: 3 clusters Score -1.098156e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -10981560.000000 Penalty: 3700.413330
	Iteration 77Q: 3 clusters Score -1.098156e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -10981536.000000 Penalty: 3700.413330
	Iteration 78Q: 3 clusters Score -1.098154e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -10981555.000000 Penalty: 3700.413330
	Iteration 79Q: 3 clusters Score -1.098156e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -10981545.000000 Penalty: 3700.413330
	Iteration 80F: 3 clusters Score -1.098154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -10981558.000000 Penalty: 3700.413330
	Iteration 81Q: 3 clusters Score -1.098156e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -10981554.000000 Penalty: 3700.413330
	Iteration 82Q: 3 clusters Score -1.098155e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -10981539.000000 Penalty: 3700.413330
	Iteration 83Q: 3 clusters Score -1.098154e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -10981534.000000 Penalty: 3700.413330
	Iteration 84Q: 3 clusters Score -1.098153e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -10981535.000000 Penalty: 3700.413330
	Iteration 85Q: 3 clusters Score -1.098154e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -10981560.000000 Penalty: 3700.413330
	Iteration 86Q: 3 clusters Score -1.098156e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -10981544.000000 Penalty: 3700.413330
	Iteration 87Q: 3 clusters Score -1.098154e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -10981530.000000 Penalty: 3700.413330
	Iteration 88Q: 3 clusters Score -1.098153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -10981519.000000 Penalty: 3700.413330
	Iteration 89Q: 3 clusters Score -1.098152e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -10981503.000000 Penalty: 3700.413330
	Iteration 90Q: 3 clusters Score -1.09815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -10981503.000000 Penalty: 3700.413330
	Iteration 91Q: 3 clusters Score -1.09815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -10981515.000000 Penalty: 3700.413330
	Iteration 92Q: 3 clusters Score -1.098152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -10981516.000000 Penalty: 3700.413330
	Iteration 93Q: 3 clusters Score -1.098152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -10981490.000000 Penalty: 3700.413330
	Iteration 94Q: 3 clusters Score -1.098149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -10981488.000000 Penalty: 3700.413330
	Iteration 95Q: 3 clusters Score -1.098149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -10981483.000000 Penalty: 3700.413330
	Iteration 96Q: 3 clusters Score -1.098148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -10981478.000000 Penalty: 3700.413330
	Iteration 97Q: 3 clusters Score -1.098148e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -10981482.000000 Penalty: 3700.413330
	Iteration 98Q: 3 clusters Score -1.098148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -10981477.000000 Penalty: 3700.413330
	Iteration 99Q: 3 clusters Score -1.098148e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -10981474.000000 Penalty: 3700.413330
	Iteration 100F: 3 clusters Score -1.098147e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -10981491.000000 Penalty: 3700.413330
	Iteration 101Q: 3 clusters Score -1.098149e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -10981502.000000 Penalty: 3700.413330
	Iteration 102Q: 3 clusters Score -1.09815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -10981507.000000 Penalty: 3700.413330
	Iteration 103Q: 3 clusters Score -1.098151e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -10981508.000000 Penalty: 3700.413330
	Iteration 104Q: 3 clusters Score -1.098151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -10981515.000000 Penalty: 3700.413330
	Iteration 105Q: 3 clusters Score -1.098152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -10981520.000000 Penalty: 3700.413330
	Iteration 106Q: 3 clusters Score -1.098152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -10981527.000000 Penalty: 3700.413330
	Iteration 107Q: 3 clusters Score -1.098153e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -10981524.000000 Penalty: 3700.413330
	Iteration 108Q: 3 clusters Score -1.098152e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -10981528.000000 Penalty: 3700.413330
	Iteration 109Q: 3 clusters Score -1.098153e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -10981524.000000 Penalty: 3700.413330
	Iteration 110Q: 3 clusters Score -1.098152e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -10981521.000000 Penalty: 3700.413330
	Iteration 111Q: 3 clusters Score -1.098152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -10981524.000000 Penalty: 3700.413330
	Iteration 112Q: 3 clusters Score -1.098152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -10981523.000000 Penalty: 3700.413330
	Iteration 113Q: 3 clusters Score -1.098152e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -10981506.000000 Penalty: 3700.413330
	Iteration 114Q: 3 clusters Score -1.098151e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -10981521.000000 Penalty: 3700.413330
	Iteration 115Q: 3 clusters Score -1.098152e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -10981526.000000 Penalty: 3700.413330
	Iteration 116Q: 3 clusters Score -1.098153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -10981527.000000 Penalty: 3700.413330
	Iteration 117Q: 3 clusters Score -1.098153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -10981518.000000 Penalty: 3700.413330
	Iteration 118Q: 3 clusters Score -1.098152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -10981512.000000 Penalty: 3700.413330
	Iteration 119Q: 3 clusters Score -1.098151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 62790 members 
Entering Unmasked Estep 
Score: -10981510.000000 Penalty: 3700.413330
	Iteration 120F: 3 clusters Score -1.098151e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -10981508.000000 Penalty: 3700.413330
	Iteration 121Q: 3 clusters Score -1.098151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -10981512.000000 Penalty: 3700.413330
	Iteration 122Q: 3 clusters Score -1.098151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -10981508.000000 Penalty: 3700.413330
	Iteration 123Q: 3 clusters Score -1.098151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -10981495.000000 Penalty: 3700.413330
	Iteration 124Q: 3 clusters Score -1.09815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -10981488.000000 Penalty: 3700.413330
	Iteration 125Q: 3 clusters Score -1.098149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -10981486.000000 Penalty: 3700.413330
	Iteration 126Q: 3 clusters Score -1.098149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -10981495.000000 Penalty: 3700.413330
	Iteration 127Q: 3 clusters Score -1.09815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -10981497.000000 Penalty: 3700.413330
	Iteration 128Q: 3 clusters Score -1.09815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -10981504.000000 Penalty: 3700.413330
	Iteration 129Q: 3 clusters Score -1.09815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -10981503.000000 Penalty: 3700.413330
	Iteration 130Q: 3 clusters Score -1.09815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -10981503.000000 Penalty: 3700.413330
	Iteration 131Q: 3 clusters Score -1.09815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -10981505.000000 Penalty: 3700.413330
	Iteration 132Q: 3 clusters Score -1.09815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -10981514.000000 Penalty: 3700.413330
	Iteration 133Q: 3 clusters Score -1.098151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -10981509.000000 Penalty: 3700.413330
	Iteration 134Q: 3 clusters Score -1.098151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -10981508.000000 Penalty: 3700.413330
	Iteration 135Q: 3 clusters Score -1.098151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -10981501.000000 Penalty: 3700.413330
	Iteration 136Q: 3 clusters Score -1.09815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -10981500.000000 Penalty: 3700.413330
	Iteration 137Q: 3 clusters Score -1.09815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -10981490.000000 Penalty: 3700.413330
	Iteration 138Q: 3 clusters Score -1.098149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -10981503.000000 Penalty: 3700.413330
	Iteration 139Q: 3 clusters Score -1.09815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -10981507.000000 Penalty: 3700.413330
	Iteration 140F: 3 clusters Score -1.098151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -10981512.000000 Penalty: 3700.413330
	Iteration 141Q: 3 clusters Score -1.098151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -10981498.000000 Penalty: 3700.413330
	Iteration 142Q: 3 clusters Score -1.09815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -10981501.000000 Penalty: 3700.413330
	Iteration 143Q: 3 clusters Score -1.09815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -10981509.000000 Penalty: 3700.413330
	Iteration 144Q: 3 clusters Score -1.098151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -10981512.000000 Penalty: 3700.413330
	Iteration 145Q: 3 clusters Score -1.098151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -10981495.000000 Penalty: 3700.413330
	Iteration 146Q: 3 clusters Score -1.09815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -10981487.000000 Penalty: 3700.413330
	Iteration 147Q: 3 clusters Score -1.098149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -10981494.000000 Penalty: 3700.413330
	Iteration 148Q: 3 clusters Score -1.098149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -10981495.000000 Penalty: 3700.413330
	Iteration 149Q: 3 clusters Score -1.09815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -10981489.000000 Penalty: 3700.413330
	Iteration 150Q: 3 clusters Score -1.098149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -10981484.000000 Penalty: 3700.413330
	Iteration 151Q: 3 clusters Score -1.098148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -10981480.000000 Penalty: 3700.413330
	Iteration 152Q: 3 clusters Score -1.098148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -10981491.000000 Penalty: 3700.413330
	Iteration 153Q: 3 clusters Score -1.098149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -10981492.000000 Penalty: 3700.413330
	Iteration 154Q: 3 clusters Score -1.098149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -10981492.000000 Penalty: 3700.413330
	Iteration 155Q: 3 clusters Score -1.098149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -10981487.000000 Penalty: 3700.413330
	Iteration 156Q: 3 clusters Score -1.098149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -10981494.000000 Penalty: 3700.413330
	Iteration 157Q: 3 clusters Score -1.098149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -10981489.000000 Penalty: 3700.413330
	Iteration 158Q: 3 clusters Score -1.098149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -10981491.000000 Penalty: 3700.413330
	Iteration 159Q: 3 clusters Score -1.098149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -10981491.000000 Penalty: 3700.413330
	Iteration 160F: 3 clusters Score -1.098149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -10981493.000000 Penalty: 3700.413330
	Iteration 161Q: 3 clusters Score -1.098149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -10981491.000000 Penalty: 3700.413330
	Iteration 162Q: 3 clusters Score -1.098149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -10981491.000000 Penalty: 3700.413330
	Iteration 163F: 3 clusters Score -1.098149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -214922.468750 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -214922.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -212944.968750 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -212945 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -213435.531250 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -213435.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -213646.625000 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -213646.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -213823.234375 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -213823.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -213947.718750 Penalty: 2447.754395
	Iteration 4F: 3 clusters Score -213947.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -214073.578125 Penalty: 2447.754395
	Iteration 5F: 3 clusters Score -214073.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -214179.109375 Penalty: 2447.754395
	Iteration 6F: 3 clusters Score -214179.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -214258.750000 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -214258.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -214325.890625 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -214325.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -214386.421875 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -214386.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -214426.062500 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -214426.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -214471.218750 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -214471.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -214500.875000 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -214500.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -214536.296875 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -214536.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -214570.562500 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -214570.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -214600.593750 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -214600.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -214617.625000 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -214617.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -214629.125000 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -214629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -214632.937500 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -214632.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -214641.015625 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -214641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -214652.515625 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -214652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -214660.296875 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -214660.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -214667.625000 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -214667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -214672.890625 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -214672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -214676.156250 Penalty: 2447.754395
	Iteration 24Q: 3 clusters Score -214676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -214686.343750 Penalty: 2447.754395
	Iteration 25Q: 3 clusters Score -214686.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -214689.968750 Penalty: 2447.754395
	Iteration 26Q: 3 clusters Score -214690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -214694.046875 Penalty: 2447.754395
	Iteration 27Q: 3 clusters Score -214694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -214697.656250 Penalty: 2447.754395
	Iteration 28Q: 3 clusters Score -214697.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -214698.312500 Penalty: 2447.754395
	Iteration 29Q: 3 clusters Score -214698.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -214698.312500 Penalty: 2447.754395
	Iteration 30F: 3 clusters Score -214698.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Entering Unmasked Estep 
Score: -412893.062500 Penalty: 1332.055298
	Iteration 0F: 2 clusters Score -412893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -409775.968750 Penalty: 2664.110596
	Iteration 0F: 3 clusters Score -409776 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -410699.718750 Penalty: 2664.110596
	Iteration 1F: 3 clusters Score -410699.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -410990.312500 Penalty: 2664.110596
	Iteration 2F: 3 clusters Score -410990.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -411227.281250 Penalty: 2664.110596
	Iteration 3F: 3 clusters Score -411227.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -411476.031250 Penalty: 2664.110596
	Iteration 4F: 3 clusters Score -411476 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -411690.031250 Penalty: 2664.110596
	Iteration 5F: 3 clusters Score -411690 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -411948.906250 Penalty: 2664.110596
	Iteration 6F: 3 clusters Score -411948.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -412202.906250 Penalty: 2664.110596
	Iteration 7F: 3 clusters Score -412202.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -412424.812500 Penalty: 2664.110596
	Iteration 8Q: 3 clusters Score -412424.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -412554.187500 Penalty: 2664.110596
	Iteration 9Q: 3 clusters Score -412554.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -412633.968750 Penalty: 2664.110596
	Iteration 10Q: 3 clusters Score -412634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -412686.031250 Penalty: 2664.110596
	Iteration 11Q: 3 clusters Score -412686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -412723.343750 Penalty: 2664.110596
	Iteration 12Q: 3 clusters Score -412723.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -412744.843750 Penalty: 2664.110596
	Iteration 13Q: 3 clusters Score -412744.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -412755.500000 Penalty: 2664.110596
	Iteration 14Q: 3 clusters Score -412755.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -412768.562500 Penalty: 2664.110596
	Iteration 15Q: 3 clusters Score -412768.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -412778.031250 Penalty: 2664.110596
	Iteration 16Q: 3 clusters Score -412778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -412786.750000 Penalty: 2664.110596
	Iteration 17Q: 3 clusters Score -412786.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -412790.093750 Penalty: 2664.110596
	Iteration 18Q: 3 clusters Score -412790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -412790.281250 Penalty: 2664.110596
	Iteration 19Q: 3 clusters Score -412790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -412790.343750 Penalty: 2664.110596
	Iteration 20F: 3 clusters Score -412790.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -22086.011719 Penalty: 902.355896
	Iteration 0F: 2 clusters Score -22086.01 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 121 members 
Entering Unmasked Estep 
Score: -21399.048828 Penalty: 1804.711792
	Iteration 0F: 3 clusters Score -21399.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21542.712891 Penalty: 1804.711792
	Iteration 1F: 3 clusters Score -21542.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -21587.580078 Penalty: 1804.711792
	Iteration 2F: 3 clusters Score -21587.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -21685.132812 Penalty: 1804.711792
	Iteration 3F: 3 clusters Score -21685.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21752.898438 Penalty: 1804.711792
	Iteration 4Q: 3 clusters Score -21752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -21803.195312 Penalty: 1804.711792
	Iteration 5Q: 3 clusters Score -21803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -21835.162109 Penalty: 1804.711792
	Iteration 6Q: 3 clusters Score -21835.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21840.863281 Penalty: 1804.711792
	Iteration 7Q: 3 clusters Score -21840.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21840.863281 Penalty: 1804.711792
	Iteration 8F: 3 clusters Score -21840.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -43964.851562 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -43964.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42998.812500 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -42998.81 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43224.589844 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -43224.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43355.753906 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -43355.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43499.218750 Penalty: 1996.860352
	Iteration 3F: 3 clusters Score -43499.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43572.449219 Penalty: 1996.860352
	Iteration 4F: 3 clusters Score -43572.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43659.117188 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -43659.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43695.988281 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -43695.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43728.054688 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -43728.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43751.187500 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -43751.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43766.121094 Penalty: 1996.860352
	Iteration 9Q: 3 clusters Score -43766.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43777.789062 Penalty: 1996.860352
	Iteration 10Q: 3 clusters Score -43777.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43784.296875 Penalty: 1996.860352
	Iteration 11Q: 3 clusters Score -43784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43792.156250 Penalty: 1996.860352
	Iteration 12Q: 3 clusters Score -43792.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43797.371094 Penalty: 1996.860352
	Iteration 13Q: 3 clusters Score -43797.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43799.816406 Penalty: 1996.860352
	Iteration 14Q: 3 clusters Score -43799.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43800.902344 Penalty: 1996.860352
	Iteration 15Q: 3 clusters Score -43800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43801.683594 Penalty: 1996.860352
	Iteration 16Q: 3 clusters Score -43801.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43801.683594 Penalty: 1996.860352
	Iteration 17F: 3 clusters Score -43801.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Entering Unmasked Estep 
Score: -3566409.250000 Penalty: 1668.554321
	Iteration 0F: 2 clusters Score -3566409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3546927.000000 Penalty: 3337.108643
	Iteration 0F: 3 clusters Score -3546927 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3554310.250000 Penalty: 3337.108643
	Iteration 1F: 3 clusters Score -3554310 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3554808.750000 Penalty: 3337.108643
	Iteration 2Q: 3 clusters Score -3554809 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3555319.750000 Penalty: 3337.108643
	Iteration 3Q: 3 clusters Score -3555320 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3555994.500000 Penalty: 3337.108643
	Iteration 4Q: 3 clusters Score -3555994 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3556838.250000 Penalty: 3337.108643
	Iteration 5F: 3 clusters Score -3556838 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3558017.250000 Penalty: 3337.108643
	Iteration 6F: 3 clusters Score -3558017 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3559392.750000 Penalty: 3337.108643
	Iteration 7F: 3 clusters Score -3559393 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3560687.000000 Penalty: 3337.108643
	Iteration 8F: 3 clusters Score -3560687 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3561659.250000 Penalty: 3337.108643
	Iteration 9F: 3 clusters Score -3561659 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3562224.500000 Penalty: 3337.108643
	Iteration 10Q: 3 clusters Score -3562224 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3562526.500000 Penalty: 3337.108643
	Iteration 11Q: 3 clusters Score -3562526 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3562668.000000 Penalty: 3337.108643
	Iteration 12Q: 3 clusters Score -3562668 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3562775.500000 Penalty: 3337.108643
	Iteration 13Q: 3 clusters Score -3562776 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3562856.000000 Penalty: 3337.108643
	Iteration 14Q: 3 clusters Score -3562856 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3562943.500000 Penalty: 3337.108643
	Iteration 15Q: 3 clusters Score -3562944 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3563021.750000 Penalty: 3337.108643
	Iteration 16Q: 3 clusters Score -3563022 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3563090.750000 Penalty: 3337.108643
	Iteration 17Q: 3 clusters Score -3563091 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -3563162.250000 Penalty: 3337.108643
	Iteration 18Q: 3 clusters Score -3563162 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3563249.750000 Penalty: 3337.108643
	Iteration 19Q: 3 clusters Score -3563250 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -3563315.000000 Penalty: 3337.108643
	Iteration 20F: 3 clusters Score -3563315 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3563365.750000 Penalty: 3337.108643
	Iteration 21Q: 3 clusters Score -3563366 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3563417.750000 Penalty: 3337.108643
	Iteration 22Q: 3 clusters Score -3563418 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3563470.000000 Penalty: 3337.108643
	Iteration 23Q: 3 clusters Score -3563470 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3563520.750000 Penalty: 3337.108643
	Iteration 24Q: 3 clusters Score -3563521 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3563574.250000 Penalty: 3337.108643
	Iteration 25Q: 3 clusters Score -3563574 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3563611.500000 Penalty: 3337.108643
	Iteration 26Q: 3 clusters Score -3563612 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -3563668.500000 Penalty: 3337.108643
	Iteration 27Q: 3 clusters Score -3563668 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3563724.250000 Penalty: 3337.108643
	Iteration 28Q: 3 clusters Score -3563724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3563779.500000 Penalty: 3337.108643
	Iteration 29Q: 3 clusters Score -3563780 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3563854.500000 Penalty: 3337.108643
	Iteration 30Q: 3 clusters Score -3563854 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3563925.500000 Penalty: 3337.108643
	Iteration 31Q: 3 clusters Score -3563926 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3563996.250000 Penalty: 3337.108643
	Iteration 32Q: 3 clusters Score -3563996 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3564072.500000 Penalty: 3337.108643
	Iteration 33Q: 3 clusters Score -3564072 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3564130.750000 Penalty: 3337.108643
	Iteration 34Q: 3 clusters Score -3564131 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3564198.250000 Penalty: 3337.108643
	Iteration 35Q: 3 clusters Score -3564198 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3564270.750000 Penalty: 3337.108643
	Iteration 36Q: 3 clusters Score -3564271 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3564335.500000 Penalty: 3337.108643
	Iteration 37Q: 3 clusters Score -3564336 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3564396.750000 Penalty: 3337.108643
	Iteration 38Q: 3 clusters Score -3564397 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3564453.750000 Penalty: 3337.108643
	Iteration 39Q: 3 clusters Score -3564454 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3564522.500000 Penalty: 3337.108643
	Iteration 40F: 3 clusters Score -3564522 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3564577.000000 Penalty: 3337.108643
	Iteration 41Q: 3 clusters Score -3564577 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3564619.250000 Penalty: 3337.108643
	Iteration 42Q: 3 clusters Score -3564619 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3564649.000000 Penalty: 3337.108643
	Iteration 43Q: 3 clusters Score -3564649 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3564679.500000 Penalty: 3337.108643
	Iteration 44Q: 3 clusters Score -3564680 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3564721.500000 Penalty: 3337.108643
	Iteration 45Q: 3 clusters Score -3564722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3564750.250000 Penalty: 3337.108643
	Iteration 46Q: 3 clusters Score -3564750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3564781.750000 Penalty: 3337.108643
	Iteration 47Q: 3 clusters Score -3564782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3564805.250000 Penalty: 3337.108643
	Iteration 48Q: 3 clusters Score -3564805 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3564815.000000 Penalty: 3337.108643
	Iteration 49Q: 3 clusters Score -3564815 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3564837.750000 Penalty: 3337.108643
	Iteration 50Q: 3 clusters Score -3564838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3564852.000000 Penalty: 3337.108643
	Iteration 51Q: 3 clusters Score -3564852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3564861.000000 Penalty: 3337.108643
	Iteration 52Q: 3 clusters Score -3564861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3564864.750000 Penalty: 3337.108643
	Iteration 53Q: 3 clusters Score -3564865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3564875.250000 Penalty: 3337.108643
	Iteration 54Q: 3 clusters Score -3564875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3564881.000000 Penalty: 3337.108643
	Iteration 55Q: 3 clusters Score -3564881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3564882.000000 Penalty: 3337.108643
	Iteration 56Q: 3 clusters Score -3564882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3564880.750000 Penalty: 3337.108643
	Iteration 57Q: 3 clusters Score -3564881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3564881.000000 Penalty: 3337.108643
	Iteration 58Q: 3 clusters Score -3564881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3564890.000000 Penalty: 3337.108643
	Iteration 59Q: 3 clusters Score -3564890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3564891.000000 Penalty: 3337.108643
	Iteration 60F: 3 clusters Score -3564891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3564888.000000 Penalty: 3337.108643
	Iteration 61Q: 3 clusters Score -3564888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3564894.750000 Penalty: 3337.108643
	Iteration 62Q: 3 clusters Score -3564895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3564898.750000 Penalty: 3337.108643
	Iteration 63Q: 3 clusters Score -3564899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3564900.500000 Penalty: 3337.108643
	Iteration 64Q: 3 clusters Score -3564900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3564903.000000 Penalty: 3337.108643
	Iteration 65Q: 3 clusters Score -3564903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3564905.500000 Penalty: 3337.108643
	Iteration 66Q: 3 clusters Score -3564906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3564904.250000 Penalty: 3337.108643
	Iteration 67Q: 3 clusters Score -3564904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3564907.750000 Penalty: 3337.108643
	Iteration 68Q: 3 clusters Score -3564908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3564914.500000 Penalty: 3337.108643
	Iteration 69Q: 3 clusters Score -3564914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3564918.750000 Penalty: 3337.108643
	Iteration 70Q: 3 clusters Score -3564919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -3564921.500000 Penalty: 3337.108643
	Iteration 71Q: 3 clusters Score -3564922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3564926.250000 Penalty: 3337.108643
	Iteration 72Q: 3 clusters Score -3564926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3564926.250000 Penalty: 3337.108643
	Iteration 73Q: 3 clusters Score -3564926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3564932.250000 Penalty: 3337.108643
	Iteration 74Q: 3 clusters Score -3564932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3564932.500000 Penalty: 3337.108643
	Iteration 75Q: 3 clusters Score -3564932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3564933.500000 Penalty: 3337.108643
	Iteration 76Q: 3 clusters Score -3564934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3564933.500000 Penalty: 3337.108643
	Iteration 77Q: 3 clusters Score -3564934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3564935.000000 Penalty: 3337.108643
	Iteration 78Q: 3 clusters Score -3564935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -3564938.000000 Penalty: 3337.108643
	Iteration 79Q: 3 clusters Score -3564938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3564936.750000 Penalty: 3337.108643
	Iteration 80F: 3 clusters Score -3564937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3564939.250000 Penalty: 3337.108643
	Iteration 81Q: 3 clusters Score -3564939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3564940.250000 Penalty: 3337.108643
	Iteration 82Q: 3 clusters Score -3564940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3564936.500000 Penalty: 3337.108643
	Iteration 83Q: 3 clusters Score -3564936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3564943.750000 Penalty: 3337.108643
	Iteration 84Q: 3 clusters Score -3564944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3564943.750000 Penalty: 3337.108643
	Iteration 85Q: 3 clusters Score -3564944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3564946.000000 Penalty: 3337.108643
	Iteration 86Q: 3 clusters Score -3564946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3564950.750000 Penalty: 3337.108643
	Iteration 87Q: 3 clusters Score -3564951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3564951.750000 Penalty: 3337.108643
	Iteration 88Q: 3 clusters Score -3564952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3564950.750000 Penalty: 3337.108643
	Iteration 89Q: 3 clusters Score -3564951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3564954.500000 Penalty: 3337.108643
	Iteration 90Q: 3 clusters Score -3564954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3564957.750000 Penalty: 3337.108643
	Iteration 91Q: 3 clusters Score -3564958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3564964.250000 Penalty: 3337.108643
	Iteration 92Q: 3 clusters Score -3564964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3564957.250000 Penalty: 3337.108643
	Iteration 93Q: 3 clusters Score -3564957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3564960.750000 Penalty: 3337.108643
	Iteration 94Q: 3 clusters Score -3564961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3564964.750000 Penalty: 3337.108643
	Iteration 95Q: 3 clusters Score -3564965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3564971.000000 Penalty: 3337.108643
	Iteration 96Q: 3 clusters Score -3564971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3564977.750000 Penalty: 3337.108643
	Iteration 97Q: 3 clusters Score -3564978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3564979.500000 Penalty: 3337.108643
	Iteration 98Q: 3 clusters Score -3564980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3564979.750000 Penalty: 3337.108643
	Iteration 99Q: 3 clusters Score -3564980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3564977.750000 Penalty: 3337.108643
	Iteration 100F: 3 clusters Score -3564978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3564981.500000 Penalty: 3337.108643
	Iteration 101Q: 3 clusters Score -3564982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3564977.000000 Penalty: 3337.108643
	Iteration 102Q: 3 clusters Score -3564977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3564975.250000 Penalty: 3337.108643
	Iteration 103Q: 3 clusters Score -3564975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3564984.000000 Penalty: 3337.108643
	Iteration 104Q: 3 clusters Score -3564984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3564978.750000 Penalty: 3337.108643
	Iteration 105Q: 3 clusters Score -3564979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3564979.750000 Penalty: 3337.108643
	Iteration 106Q: 3 clusters Score -3564980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3564983.000000 Penalty: 3337.108643
	Iteration 107Q: 3 clusters Score -3564983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3564985.000000 Penalty: 3337.108643
	Iteration 108Q: 3 clusters Score -3564985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3564986.500000 Penalty: 3337.108643
	Iteration 109Q: 3 clusters Score -3564986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3564980.250000 Penalty: 3337.108643
	Iteration 110Q: 3 clusters Score -3564980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3564985.500000 Penalty: 3337.108643
	Iteration 111Q: 3 clusters Score -3564986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3564987.250000 Penalty: 3337.108643
	Iteration 112Q: 3 clusters Score -3564987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3564996.250000 Penalty: 3337.108643
	Iteration 113Q: 3 clusters Score -3564996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3564992.500000 Penalty: 3337.108643
	Iteration 114Q: 3 clusters Score -3564992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3564994.750000 Penalty: 3337.108643
	Iteration 115Q: 3 clusters Score -3564995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3564993.750000 Penalty: 3337.108643
	Iteration 116Q: 3 clusters Score -3564994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3564993.750000 Penalty: 3337.108643
	Iteration 117F: 3 clusters Score -3564994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (97028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Entering Unmasked Estep 
Score: -11940743.000000 Penalty: 1865.947632
	Iteration 0F: 2 clusters Score -1.194074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -11876775.000000 Penalty: 3731.895264
	Iteration 0F: 3 clusters Score -1.187678e+07 nChanged 46367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -11904074.000000 Penalty: 3731.895264
	Iteration 1F: 3 clusters Score -1.190407e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -11905069.000000 Penalty: 3731.895264
	Iteration 2Q: 3 clusters Score -1.190507e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -11906064.000000 Penalty: 3731.895264
	Iteration 3Q: 3 clusters Score -1.190606e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -11907556.000000 Penalty: 3731.895264
	Iteration 4Q: 3 clusters Score -1.190756e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -11909399.000000 Penalty: 3731.895264
	Iteration 5Q: 3 clusters Score -1.19094e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -11912229.000000 Penalty: 3731.895264
	Iteration 6F: 3 clusters Score -1.191223e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -11916310.000000 Penalty: 3731.895264
	Iteration 7F: 3 clusters Score -1.191631e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -11921346.000000 Penalty: 3731.895264
	Iteration 8F: 3 clusters Score -1.192135e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -11925785.000000 Penalty: 3731.895264
	Iteration 9F: 3 clusters Score -1.192578e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -11928314.000000 Penalty: 3731.895264
	Iteration 10Q: 3 clusters Score -1.192831e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -11929547.000000 Penalty: 3731.895264
	Iteration 11Q: 3 clusters Score -1.192955e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -11930157.000000 Penalty: 3731.895264
	Iteration 12Q: 3 clusters Score -1.193016e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -11930683.000000 Penalty: 3731.895264
	Iteration 13Q: 3 clusters Score -1.193068e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -11931051.000000 Penalty: 3731.895264
	Iteration 14Q: 3 clusters Score -1.193105e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -11931395.000000 Penalty: 3731.895264
	Iteration 15Q: 3 clusters Score -1.19314e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -11931761.000000 Penalty: 3731.895264
	Iteration 16Q: 3 clusters Score -1.193176e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -11932130.000000 Penalty: 3731.895264
	Iteration 17Q: 3 clusters Score -1.193213e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -11932412.000000 Penalty: 3731.895264
	Iteration 18Q: 3 clusters Score -1.193241e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -11932858.000000 Penalty: 3731.895264
	Iteration 19Q: 3 clusters Score -1.193286e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 80472 members 
Entering Unmasked Estep 
Score: -11933229.000000 Penalty: 3731.895264
	Iteration 20F: 3 clusters Score -1.193323e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -11933665.000000 Penalty: 3731.895264
	Iteration 21Q: 3 clusters Score -1.193366e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 82439 members 
Entering Unmasked Estep 
Score: -11934309.000000 Penalty: 3731.895264
	Iteration 22Q: 3 clusters Score -1.193431e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -11934850.000000 Penalty: 3731.895264
	Iteration 23Q: 3 clusters Score -1.193485e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -11935474.000000 Penalty: 3731.895264
	Iteration 24Q: 3 clusters Score -1.193547e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 85828 members 
Entering Unmasked Estep 
Score: -11936107.000000 Penalty: 3731.895264
	Iteration 25Q: 3 clusters Score -1.193611e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -11936602.000000 Penalty: 3731.895264
	Iteration 26Q: 3 clusters Score -1.19366e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -11937127.000000 Penalty: 3731.895264
	Iteration 27Q: 3 clusters Score -1.193713e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -11937584.000000 Penalty: 3731.895264
	Iteration 28Q: 3 clusters Score -1.193758e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -11937901.000000 Penalty: 3731.895264
	Iteration 29Q: 3 clusters Score -1.19379e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -11938117.000000 Penalty: 3731.895264
	Iteration 30Q: 3 clusters Score -1.193812e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 91636 members 
Entering Unmasked Estep 
Score: -11938340.000000 Penalty: 3731.895264
	Iteration 31Q: 3 clusters Score -1.193834e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 92324 members 
Entering Unmasked Estep 
Score: -11938571.000000 Penalty: 3731.895264
	Iteration 32Q: 3 clusters Score -1.193857e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -11938750.000000 Penalty: 3731.895264
	Iteration 33Q: 3 clusters Score -1.193875e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -11938902.000000 Penalty: 3731.895264
	Iteration 34Q: 3 clusters Score -1.19389e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 93881 members 
Entering Unmasked Estep 
Score: -11939055.000000 Penalty: 3731.895264
	Iteration 35Q: 3 clusters Score -1.193906e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 94225 members 
Entering Unmasked Estep 
Score: -11939144.000000 Penalty: 3731.895264
	Iteration 36Q: 3 clusters Score -1.193914e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 94518 members 
Entering Unmasked Estep 
Score: -11939172.000000 Penalty: 3731.895264
	Iteration 37Q: 3 clusters Score -1.193917e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -11939218.000000 Penalty: 3731.895264
	Iteration 38Q: 3 clusters Score -1.193922e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 94970 members 
Entering Unmasked Estep 
Score: -11939255.000000 Penalty: 3731.895264
	Iteration 39Q: 3 clusters Score -1.193926e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 95121 members 
Entering Unmasked Estep 
Score: -11939289.000000 Penalty: 3731.895264
	Iteration 40F: 3 clusters Score -1.193929e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -11939302.000000 Penalty: 3731.895264
	Iteration 41Q: 3 clusters Score -1.19393e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -11939349.000000 Penalty: 3731.895264
	Iteration 42Q: 3 clusters Score -1.193935e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -11939318.000000 Penalty: 3731.895264
	Iteration 43Q: 3 clusters Score -1.193932e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -11939331.000000 Penalty: 3731.895264
	Iteration 44Q: 3 clusters Score -1.193933e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 95606 members 
Entering Unmasked Estep 
Score: -11939370.000000 Penalty: 3731.895264
	Iteration 45Q: 3 clusters Score -1.193937e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 95682 members 
Entering Unmasked Estep 
Score: -11939379.000000 Penalty: 3731.895264
	Iteration 46Q: 3 clusters Score -1.193938e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -11939409.000000 Penalty: 3731.895264
	Iteration 47Q: 3 clusters Score -1.193941e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -11939410.000000 Penalty: 3731.895264
	Iteration 48Q: 3 clusters Score -1.193941e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 95831 members 
Entering Unmasked Estep 
Score: -11939417.000000 Penalty: 3731.895264
	Iteration 49Q: 3 clusters Score -1.193942e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -11939426.000000 Penalty: 3731.895264
	Iteration 50Q: 3 clusters Score -1.193943e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 95900 members 
Entering Unmasked Estep 
Score: -11939436.000000 Penalty: 3731.895264
	Iteration 51Q: 3 clusters Score -1.193944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -11939428.000000 Penalty: 3731.895264
	Iteration 52Q: 3 clusters Score -1.193943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -11939465.000000 Penalty: 3731.895264
	Iteration 53Q: 3 clusters Score -1.193946e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -11939466.000000 Penalty: 3731.895264
	Iteration 54Q: 3 clusters Score -1.193947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
Score: -11939489.000000 Penalty: 3731.895264
	Iteration 55Q: 3 clusters Score -1.193949e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 96061 members 
Entering Unmasked Estep 
Score: -11939498.000000 Penalty: 3731.895264
	Iteration 56Q: 3 clusters Score -1.19395e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 96089 members 
Entering Unmasked Estep 
Score: -11939511.000000 Penalty: 3731.895264
	Iteration 57Q: 3 clusters Score -1.193951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 96101 members 
Entering Unmasked Estep 
Score: -11939521.000000 Penalty: 3731.895264
	Iteration 58Q: 3 clusters Score -1.193952e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -11939522.000000 Penalty: 3731.895264
	Iteration 59Q: 3 clusters Score -1.193952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -11939521.000000 Penalty: 3731.895264
	Iteration 60F: 3 clusters Score -1.193952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -11939532.000000 Penalty: 3731.895264
	Iteration 61Q: 3 clusters Score -1.193953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 96159 members 
Entering Unmasked Estep 
Score: -11939524.000000 Penalty: 3731.895264
	Iteration 62Q: 3 clusters Score -1.193952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -11939519.000000 Penalty: 3731.895264
	Iteration 63Q: 3 clusters Score -1.193952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 96168 members 
Entering Unmasked Estep 
Score: -11939522.000000 Penalty: 3731.895264
	Iteration 64Q: 3 clusters Score -1.193952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -11939531.000000 Penalty: 3731.895264
	Iteration 65Q: 3 clusters Score -1.193953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -11939544.000000 Penalty: 3731.895264
	Iteration 66Q: 3 clusters Score -1.193954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -11939537.000000 Penalty: 3731.895264
	Iteration 67Q: 3 clusters Score -1.193954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -11939535.000000 Penalty: 3731.895264
	Iteration 68Q: 3 clusters Score -1.193954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -11939535.000000 Penalty: 3731.895264
	Iteration 69Q: 3 clusters Score -1.193954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -11939542.000000 Penalty: 3731.895264
	Iteration 70Q: 3 clusters Score -1.193954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -11939560.000000 Penalty: 3731.895264
	Iteration 71Q: 3 clusters Score -1.193956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -11939561.000000 Penalty: 3731.895264
	Iteration 72Q: 3 clusters Score -1.193956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -11939553.000000 Penalty: 3731.895264
	Iteration 73Q: 3 clusters Score -1.193955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -11939556.000000 Penalty: 3731.895264
	Iteration 74Q: 3 clusters Score -1.193956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -11939550.000000 Penalty: 3731.895264
	Iteration 75Q: 3 clusters Score -1.193955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -11939550.000000 Penalty: 3731.895264
	Iteration 76F: 3 clusters Score -1.193955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Entering Unmasked Estep 
Score: -212063.812500 Penalty: 1222.390015
	Iteration 0F: 2 clusters Score -212063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -210065.093750 Penalty: 2444.780029
	Iteration 0F: 3 clusters Score -210065.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -210554.640625 Penalty: 2444.780029
	Iteration 1F: 3 clusters Score -210554.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -210790.859375 Penalty: 2444.780029
	Iteration 2F: 3 clusters Score -210790.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -211009.156250 Penalty: 2444.780029
	Iteration 3F: 3 clusters Score -211009.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -211162.187500 Penalty: 2444.780029
	Iteration 4F: 3 clusters Score -211162.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -211284.234375 Penalty: 2444.780029
	Iteration 5Q: 3 clusters Score -211284.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -211393.687500 Penalty: 2444.780029
	Iteration 6Q: 3 clusters Score -211393.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -211474.171875 Penalty: 2444.780029
	Iteration 7Q: 3 clusters Score -211474.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -211524.187500 Penalty: 2444.780029
	Iteration 8Q: 3 clusters Score -211524.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -211555.421875 Penalty: 2444.780029
	Iteration 9Q: 3 clusters Score -211555.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -211579.546875 Penalty: 2444.780029
	Iteration 10Q: 3 clusters Score -211579.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -211601.093750 Penalty: 2444.780029
	Iteration 11Q: 3 clusters Score -211601.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -211617.593750 Penalty: 2444.780029
	Iteration 12Q: 3 clusters Score -211617.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -211634.953125 Penalty: 2444.780029
	Iteration 13Q: 3 clusters Score -211635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -211642.000000 Penalty: 2444.780029
	Iteration 14Q: 3 clusters Score -211642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -211646.296875 Penalty: 2444.780029
	Iteration 15Q: 3 clusters Score -211646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -211649.406250 Penalty: 2444.780029
	Iteration 16Q: 3 clusters Score -211649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -211650.703125 Penalty: 2444.780029
	Iteration 17Q: 3 clusters Score -211650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -211651.156250 Penalty: 2444.780029
	Iteration 18Q: 3 clusters Score -211651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -211651.343750 Penalty: 2444.780029
	Iteration 19Q: 3 clusters Score -211651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -211651.343750 Penalty: 2444.780029
	Iteration 20F: 3 clusters Score -211651.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Entering Unmasked Estep 
Score: -1293778.250000 Penalty: 1508.825073
	Iteration 0F: 2 clusters Score -1293778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1286180.625000 Penalty: 3017.650146
	Iteration 0F: 3 clusters Score -1286181 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1288704.500000 Penalty: 3017.650146
	Iteration 1F: 3 clusters Score -1288704 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1289013.500000 Penalty: 3017.650146
	Iteration 2F: 3 clusters Score -1289014 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1289341.375000 Penalty: 3017.650146
	Iteration 3F: 3 clusters Score -1289341 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1289737.500000 Penalty: 3017.650146
	Iteration 4F: 3 clusters Score -1289738 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1290250.500000 Penalty: 3017.650146
	Iteration 5F: 3 clusters Score -1290250 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1290968.500000 Penalty: 3017.650146
	Iteration 6F: 3 clusters Score -1290968 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1291698.750000 Penalty: 3017.650146
	Iteration 7F: 3 clusters Score -1291699 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1292238.875000 Penalty: 3017.650146
	Iteration 8F: 3 clusters Score -1292239 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1292545.875000 Penalty: 3017.650146
	Iteration 9Q: 3 clusters Score -1292546 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1292720.875000 Penalty: 3017.650146
	Iteration 10Q: 3 clusters Score -1292721 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1292806.250000 Penalty: 3017.650146
	Iteration 11Q: 3 clusters Score -1292806 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1292866.875000 Penalty: 3017.650146
	Iteration 12Q: 3 clusters Score -1292867 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1292899.375000 Penalty: 3017.650146
	Iteration 13Q: 3 clusters Score -1292899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1292927.250000 Penalty: 3017.650146
	Iteration 14Q: 3 clusters Score -1292927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1292943.375000 Penalty: 3017.650146
	Iteration 15Q: 3 clusters Score -1292943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1292957.750000 Penalty: 3017.650146
	Iteration 16Q: 3 clusters Score -1292958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1292966.875000 Penalty: 3017.650146
	Iteration 17Q: 3 clusters Score -1292967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1292980.125000 Penalty: 3017.650146
	Iteration 18Q: 3 clusters Score -1292980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1292990.125000 Penalty: 3017.650146
	Iteration 19Q: 3 clusters Score -1292990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1292999.625000 Penalty: 3017.650146
	Iteration 20F: 3 clusters Score -1293000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1293006.875000 Penalty: 3017.650146
	Iteration 21Q: 3 clusters Score -1293007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1293011.000000 Penalty: 3017.650146
	Iteration 22Q: 3 clusters Score -1293011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1293017.000000 Penalty: 3017.650146
	Iteration 23Q: 3 clusters Score -1293017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1293025.875000 Penalty: 3017.650146
	Iteration 24Q: 3 clusters Score -1293026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1293030.125000 Penalty: 3017.650146
	Iteration 25Q: 3 clusters Score -1293030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1293030.625000 Penalty: 3017.650146
	Iteration 26Q: 3 clusters Score -1293031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1293031.875000 Penalty: 3017.650146
	Iteration 27Q: 3 clusters Score -1293032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1293033.375000 Penalty: 3017.650146
	Iteration 28Q: 3 clusters Score -1293033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1293035.375000 Penalty: 3017.650146
	Iteration 29Q: 3 clusters Score -1293035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1293035.500000 Penalty: 3017.650146
	Iteration 30Q: 3 clusters Score -1293036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1293037.750000 Penalty: 3017.650146
	Iteration 31Q: 3 clusters Score -1293038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1293039.500000 Penalty: 3017.650146
	Iteration 32Q: 3 clusters Score -1293040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1293038.250000 Penalty: 3017.650146
	Iteration 33Q: 3 clusters Score -1293038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1293037.875000 Penalty: 3017.650146
	Iteration 34Q: 3 clusters Score -1293038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1293041.875000 Penalty: 3017.650146
	Iteration 35Q: 3 clusters Score -1293042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1293043.500000 Penalty: 3017.650146
	Iteration 36Q: 3 clusters Score -1293044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1293042.875000 Penalty: 3017.650146
	Iteration 37Q: 3 clusters Score -1293043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1293044.125000 Penalty: 3017.650146
	Iteration 38Q: 3 clusters Score -1293044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1293042.625000 Penalty: 3017.650146
	Iteration 39Q: 3 clusters Score -1293043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1293043.125000 Penalty: 3017.650146
	Iteration 40F: 3 clusters Score -1293043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1293044.375000 Penalty: 3017.650146
	Iteration 41Q: 3 clusters Score -1293044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1293043.625000 Penalty: 3017.650146
	Iteration 42Q: 3 clusters Score -1293044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1293044.625000 Penalty: 3017.650146
	Iteration 43Q: 3 clusters Score -1293045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1293046.625000 Penalty: 3017.650146
	Iteration 44Q: 3 clusters Score -1293047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1293047.375000 Penalty: 3017.650146
	Iteration 45Q: 3 clusters Score -1293047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1293050.375000 Penalty: 3017.650146
	Iteration 46Q: 3 clusters Score -1293050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1293050.375000 Penalty: 3017.650146
	Iteration 47F: 3 clusters Score -1293050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1099919.875000 Penalty: 1480.261841
	Iteration 0F: 2 clusters Score -1099920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1093267.000000 Penalty: 2960.523682
	Iteration 0F: 3 clusters Score -1093267 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1095387.875000 Penalty: 2960.523682
	Iteration 1F: 3 clusters Score -1095388 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1095647.875000 Penalty: 2960.523682
	Iteration 2F: 3 clusters Score -1095648 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1095868.875000 Penalty: 2960.523682
	Iteration 3F: 3 clusters Score -1095869 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1096086.875000 Penalty: 2960.523682
	Iteration 4Q: 3 clusters Score -1096087 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1096299.250000 Penalty: 2960.523682
	Iteration 5Q: 3 clusters Score -1096299 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1096513.875000 Penalty: 2960.523682
	Iteration 6Q: 3 clusters Score -1096514 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1096720.375000 Penalty: 2960.523682
	Iteration 7Q: 3 clusters Score -1096720 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1096904.750000 Penalty: 2960.523682
	Iteration 8Q: 3 clusters Score -1096905 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1097067.000000 Penalty: 2960.523682
	Iteration 9Q: 3 clusters Score -1097067 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1097222.750000 Penalty: 2960.523682
	Iteration 10Q: 3 clusters Score -1097223 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1097385.375000 Penalty: 2960.523682
	Iteration 11Q: 3 clusters Score -1097385 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1097546.875000 Penalty: 2960.523682
	Iteration 12Q: 3 clusters Score -1097547 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1097679.500000 Penalty: 2960.523682
	Iteration 13Q: 3 clusters Score -1097680 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1097778.000000 Penalty: 2960.523682
	Iteration 14Q: 3 clusters Score -1097778 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1097881.125000 Penalty: 2960.523682
	Iteration 15Q: 3 clusters Score -1097881 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1097991.625000 Penalty: 2960.523682
	Iteration 16Q: 3 clusters Score -1097992 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1098079.625000 Penalty: 2960.523682
	Iteration 17Q: 3 clusters Score -1098080 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1098145.125000 Penalty: 2960.523682
	Iteration 18Q: 3 clusters Score -1098145 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1098193.250000 Penalty: 2960.523682
	Iteration 19Q: 3 clusters Score -1098193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1098222.750000 Penalty: 2960.523682
	Iteration 20F: 3 clusters Score -1098223 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1098246.500000 Penalty: 2960.523682
	Iteration 21Q: 3 clusters Score -1098246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1098274.750000 Penalty: 2960.523682
	Iteration 22Q: 3 clusters Score -1098275 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1098294.625000 Penalty: 2960.523682
	Iteration 23Q: 3 clusters Score -1098295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1098314.500000 Penalty: 2960.523682
	Iteration 24Q: 3 clusters Score -1098314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1098334.500000 Penalty: 2960.523682
	Iteration 25Q: 3 clusters Score -1098334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1098355.500000 Penalty: 2960.523682
	Iteration 26Q: 3 clusters Score -1098356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1098384.375000 Penalty: 2960.523682
	Iteration 27Q: 3 clusters Score -1098384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1098408.750000 Penalty: 2960.523682
	Iteration 28Q: 3 clusters Score -1098409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1098424.625000 Penalty: 2960.523682
	Iteration 29Q: 3 clusters Score -1098425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1098434.125000 Penalty: 2960.523682
	Iteration 30Q: 3 clusters Score -1098434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1098449.750000 Penalty: 2960.523682
	Iteration 31Q: 3 clusters Score -1098450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1098459.625000 Penalty: 2960.523682
	Iteration 32Q: 3 clusters Score -1098460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1098477.000000 Penalty: 2960.523682
	Iteration 33Q: 3 clusters Score -1098477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1098496.625000 Penalty: 2960.523682
	Iteration 34Q: 3 clusters Score -1098497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1098512.125000 Penalty: 2960.523682
	Iteration 35Q: 3 clusters Score -1098512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1098528.000000 Penalty: 2960.523682
	Iteration 36Q: 3 clusters Score -1098528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1098554.125000 Penalty: 2960.523682
	Iteration 37Q: 3 clusters Score -1098554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1098578.875000 Penalty: 2960.523682
	Iteration 38Q: 3 clusters Score -1098579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1098609.125000 Penalty: 2960.523682
	Iteration 39Q: 3 clusters Score -1098609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1098641.500000 Penalty: 2960.523682
	Iteration 40F: 3 clusters Score -1098642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1098664.625000 Penalty: 2960.523682
	Iteration 41Q: 3 clusters Score -1098665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1098679.000000 Penalty: 2960.523682
	Iteration 42Q: 3 clusters Score -1098679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1098692.000000 Penalty: 2960.523682
	Iteration 43Q: 3 clusters Score -1098692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1098706.375000 Penalty: 2960.523682
	Iteration 44Q: 3 clusters Score -1098706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1098710.125000 Penalty: 2960.523682
	Iteration 45Q: 3 clusters Score -1098710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1098718.875000 Penalty: 2960.523682
	Iteration 46Q: 3 clusters Score -1098719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1098722.625000 Penalty: 2960.523682
	Iteration 47Q: 3 clusters Score -1098723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1098723.625000 Penalty: 2960.523682
	Iteration 48Q: 3 clusters Score -1098724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1098724.500000 Penalty: 2960.523682
	Iteration 49Q: 3 clusters Score -1098724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1098727.125000 Penalty: 2960.523682
	Iteration 50Q: 3 clusters Score -1098727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1098728.500000 Penalty: 2960.523682
	Iteration 51Q: 3 clusters Score -1098728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1098728.250000 Penalty: 2960.523682
	Iteration 52Q: 3 clusters Score -1098728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1098732.250000 Penalty: 2960.523682
	Iteration 53Q: 3 clusters Score -1098732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1098732.750000 Penalty: 2960.523682
	Iteration 54Q: 3 clusters Score -1098733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1098735.750000 Penalty: 2960.523682
	Iteration 55Q: 3 clusters Score -1098736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1098736.750000 Penalty: 2960.523682
	Iteration 56Q: 3 clusters Score -1098737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1098735.625000 Penalty: 2960.523682
	Iteration 57Q: 3 clusters Score -1098736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1098737.750000 Penalty: 2960.523682
	Iteration 58Q: 3 clusters Score -1098738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1098738.875000 Penalty: 2960.523682
	Iteration 59Q: 3 clusters Score -1098739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1098737.375000 Penalty: 2960.523682
	Iteration 60F: 3 clusters Score -1098737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1098737.750000 Penalty: 2960.523682
	Iteration 61Q: 3 clusters Score -1098738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1098740.500000 Penalty: 2960.523682
	Iteration 62Q: 3 clusters Score -1098740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1098741.875000 Penalty: 2960.523682
	Iteration 63Q: 3 clusters Score -1098742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1098742.375000 Penalty: 2960.523682
	Iteration 64Q: 3 clusters Score -1098742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1098744.500000 Penalty: 2960.523682
	Iteration 65Q: 3 clusters Score -1098744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1098743.750000 Penalty: 2960.523682
	Iteration 66Q: 3 clusters Score -1098744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1098743.750000 Penalty: 2960.523682
	Iteration 67F: 3 clusters Score -1098744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -215647.218750 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -215647.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -213619.968750 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -213620 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -214085.406250 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -214085.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -214233.859375 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -214233.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -214321.781250 Penalty: 2456.178711
	Iteration 3F: 3 clusters Score -214321.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -214381.546875 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -214381.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -214426.734375 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -214426.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -214460.453125 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -214460.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -214493.046875 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -214493 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -214533.421875 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -214533.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -214571.156250 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -214571.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -214627.640625 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -214627.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -214704.062500 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -214704.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -214758.250000 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -214758.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -214803.625000 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -214803.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -214846.484375 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -214846.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -214869.109375 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -214869.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -214887.875000 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -214887.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -214903.875000 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -214903.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -214918.875000 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -214918.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -214934.156250 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -214934.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -214955.125000 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -214955.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -214978.203125 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -214978.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -215004.750000 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -215004.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -215023.140625 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -215023.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -215061.625000 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -215061.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -215097.000000 Penalty: 2456.178711
	Iteration 25Q: 3 clusters Score -215097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -215121.640625 Penalty: 2456.178711
	Iteration 26Q: 3 clusters Score -215121.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -215133.859375 Penalty: 2456.178711
	Iteration 27Q: 3 clusters Score -215133.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -215143.687500 Penalty: 2456.178711
	Iteration 28Q: 3 clusters Score -215143.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -215150.687500 Penalty: 2456.178711
	Iteration 29Q: 3 clusters Score -215150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -215154.921875 Penalty: 2456.178711
	Iteration 30Q: 3 clusters Score -215154.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -215156.203125 Penalty: 2456.178711
	Iteration 31Q: 3 clusters Score -215156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -215158.640625 Penalty: 2456.178711
	Iteration 32Q: 3 clusters Score -215158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -215161.218750 Penalty: 2456.178711
	Iteration 33Q: 3 clusters Score -215161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -215161.500000 Penalty: 2456.178711
	Iteration 34Q: 3 clusters Score -215161.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -215161.500000 Penalty: 2456.178711
	Iteration 35F: 3 clusters Score -215161.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89959 members 
Entering Unmasked Estep 
Score: -11273067.000000 Penalty: 1853.655273
	Iteration 0F: 2 clusters Score -1.127307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -11215014.000000 Penalty: 3707.310547
	Iteration 0F: 3 clusters Score -1.121501e+07 nChanged 43178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -11240018.000000 Penalty: 3707.310547
	Iteration 1F: 3 clusters Score -1.124002e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -11240670.000000 Penalty: 3707.310547
	Iteration 2Q: 3 clusters Score -1.124067e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -11241647.000000 Penalty: 3707.310547
	Iteration 3Q: 3 clusters Score -1.124165e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -11243077.000000 Penalty: 3707.310547
	Iteration 4Q: 3 clusters Score -1.124308e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -11245287.000000 Penalty: 3707.310547
	Iteration 5Q: 3 clusters Score -1.124529e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -11248881.000000 Penalty: 3707.310547
	Iteration 6F: 3 clusters Score -1.124888e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -11254194.000000 Penalty: 3707.310547
	Iteration 7F: 3 clusters Score -1.125419e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -11260245.000000 Penalty: 3707.310547
	Iteration 8F: 3 clusters Score -1.126024e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -11265319.000000 Penalty: 3707.310547
	Iteration 9F: 3 clusters Score -1.126532e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -11268958.000000 Penalty: 3707.310547
	Iteration 10Q: 3 clusters Score -1.126896e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -11270704.000000 Penalty: 3707.310547
	Iteration 11Q: 3 clusters Score -1.12707e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87474 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -11271400.000000 Penalty: 3707.310547
	Iteration 12Q: 3 clusters Score -1.12714e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11271533.000000 Penalty: 3707.310547
	Iteration 13Q: 3 clusters Score -1.127153e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11271582.000000 Penalty: 3707.310547
	Iteration 14Q: 3 clusters Score -1.127158e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89237 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11271561.000000 Penalty: 3707.310547
	Iteration 15Q: 3 clusters Score -1.127156e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11271581.000000 Penalty: 3707.310547
	Iteration 16Q: 3 clusters Score -1.127158e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89462 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11271624.000000 Penalty: 3707.310547
	Iteration 17Q: 3 clusters Score -1.127162e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89513 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11271676.000000 Penalty: 3707.310547
	Iteration 18Q: 3 clusters Score -1.127168e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11271684.000000 Penalty: 3707.310547
	Iteration 19Q: 3 clusters Score -1.127168e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11271684.000000 Penalty: 3707.310547
	Iteration 20F: 3 clusters Score -1.127168e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11271695.000000 Penalty: 3707.310547
	Iteration 21Q: 3 clusters Score -1.12717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -11271704.000000 Penalty: 3707.310547
	Iteration 22Q: 3 clusters Score -1.12717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -11271686.000000 Penalty: 3707.310547
	Iteration 23Q: 3 clusters Score -1.127169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -11271693.000000 Penalty: 3707.310547
	Iteration 24Q: 3 clusters Score -1.127169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89623 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -11271685.000000 Penalty: 3707.310547
	Iteration 25Q: 3 clusters Score -1.127168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11271685.000000 Penalty: 3707.310547
	Iteration 26Q: 3 clusters Score -1.127168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11271694.000000 Penalty: 3707.310547
	Iteration 27Q: 3 clusters Score -1.127169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11271692.000000 Penalty: 3707.310547
	Iteration 28Q: 3 clusters Score -1.127169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11271703.000000 Penalty: 3707.310547
	Iteration 29Q: 3 clusters Score -1.12717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11271694.000000 Penalty: 3707.310547
	Iteration 30Q: 3 clusters Score -1.127169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11271697.000000 Penalty: 3707.310547
	Iteration 31Q: 3 clusters Score -1.12717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11271700.000000 Penalty: 3707.310547
	Iteration 32Q: 3 clusters Score -1.12717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11271701.000000 Penalty: 3707.310547
	Iteration 33Q: 3 clusters Score -1.12717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11271704.000000 Penalty: 3707.310547
	Iteration 34Q: 3 clusters Score -1.12717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11271704.000000 Penalty: 3707.310547
	Iteration 35F: 3 clusters Score -1.12717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -457021.468750 Penalty: 1342.287964
	Iteration 0F: 2 clusters Score -457021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -453701.593750 Penalty: 2684.575928
	Iteration 0F: 3 clusters Score -453701.6 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -454511.906250 Penalty: 2684.575928
	Iteration 1F: 3 clusters Score -454511.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -454661.406250 Penalty: 2684.575928
	Iteration 2F: 3 clusters Score -454661.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -454765.406250 Penalty: 2684.575928
	Iteration 3Q: 3 clusters Score -454765.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -454825.000000 Penalty: 2684.575928
	Iteration 4Q: 3 clusters Score -454825 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -454866.375000 Penalty: 2684.575928
	Iteration 5Q: 3 clusters Score -454866.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -454901.687500 Penalty: 2684.575928
	Iteration 6Q: 3 clusters Score -454901.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -454936.218750 Penalty: 2684.575928
	Iteration 7Q: 3 clusters Score -454936.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -454967.250000 Penalty: 2684.575928
	Iteration 8Q: 3 clusters Score -454967.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -454999.718750 Penalty: 2684.575928
	Iteration 9Q: 3 clusters Score -454999.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -455023.968750 Penalty: 2684.575928
	Iteration 10Q: 3 clusters Score -455024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -455045.750000 Penalty: 2684.575928
	Iteration 11Q: 3 clusters Score -455045.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -455070.312500 Penalty: 2684.575928
	Iteration 12Q: 3 clusters Score -455070.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -455097.093750 Penalty: 2684.575928
	Iteration 13Q: 3 clusters Score -455097.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -455121.906250 Penalty: 2684.575928
	Iteration 14Q: 3 clusters Score -455121.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -455153.312500 Penalty: 2684.575928
	Iteration 15Q: 3 clusters Score -455153.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -455182.093750 Penalty: 2684.575928
	Iteration 16Q: 3 clusters Score -455182.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -455209.937500 Penalty: 2684.575928
	Iteration 17Q: 3 clusters Score -455209.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -455245.593750 Penalty: 2684.575928
	Iteration 18Q: 3 clusters Score -455245.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -455288.500000 Penalty: 2684.575928
	Iteration 19Q: 3 clusters Score -455288.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -455329.281250 Penalty: 2684.575928
	Iteration 20F: 3 clusters Score -455329.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -455365.343750 Penalty: 2684.575928
	Iteration 21Q: 3 clusters Score -455365.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -455402.187500 Penalty: 2684.575928
	Iteration 22Q: 3 clusters Score -455402.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -455432.312500 Penalty: 2684.575928
	Iteration 23Q: 3 clusters Score -455432.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -455460.687500 Penalty: 2684.575928
	Iteration 24Q: 3 clusters Score -455460.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -455487.562500 Penalty: 2684.575928
	Iteration 25Q: 3 clusters Score -455487.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -455519.156250 Penalty: 2684.575928
	Iteration 26Q: 3 clusters Score -455519.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -455547.062500 Penalty: 2684.575928
	Iteration 27Q: 3 clusters Score -455547.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -455568.843750 Penalty: 2684.575928
	Iteration 28Q: 3 clusters Score -455568.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -455587.406250 Penalty: 2684.575928
	Iteration 29Q: 3 clusters Score -455587.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -455599.593750 Penalty: 2684.575928
	Iteration 30Q: 3 clusters Score -455599.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -455608.875000 Penalty: 2684.575928
	Iteration 31Q: 3 clusters Score -455608.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -455622.187500 Penalty: 2684.575928
	Iteration 32Q: 3 clusters Score -455622.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -455630.343750 Penalty: 2684.575928
	Iteration 33Q: 3 clusters Score -455630.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -455636.000000 Penalty: 2684.575928
	Iteration 34Q: 3 clusters Score -455636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -455643.062500 Penalty: 2684.575928
	Iteration 35Q: 3 clusters Score -455643.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -455646.406250 Penalty: 2684.575928
	Iteration 36Q: 3 clusters Score -455646.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -455653.406250 Penalty: 2684.575928
	Iteration 37Q: 3 clusters Score -455653.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -455659.687500 Penalty: 2684.575928
	Iteration 38Q: 3 clusters Score -455659.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -455667.218750 Penalty: 2684.575928
	Iteration 39Q: 3 clusters Score -455667.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -455676.968750 Penalty: 2684.575928
	Iteration 40F: 3 clusters Score -455677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -455691.375000 Penalty: 2684.575928
	Iteration 41Q: 3 clusters Score -455691.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -455706.968750 Penalty: 2684.575928
	Iteration 42Q: 3 clusters Score -455707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -455719.500000 Penalty: 2684.575928
	Iteration 43Q: 3 clusters Score -455719.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -455730.000000 Penalty: 2684.575928
	Iteration 44Q: 3 clusters Score -455730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -455738.343750 Penalty: 2684.575928
	Iteration 45Q: 3 clusters Score -455738.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -455744.593750 Penalty: 2684.575928
	Iteration 46Q: 3 clusters Score -455744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -455753.656250 Penalty: 2684.575928
	Iteration 47Q: 3 clusters Score -455753.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -455761.156250 Penalty: 2684.575928
	Iteration 48Q: 3 clusters Score -455761.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -455766.875000 Penalty: 2684.575928
	Iteration 49Q: 3 clusters Score -455766.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -455770.593750 Penalty: 2684.575928
	Iteration 50Q: 3 clusters Score -455770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -455774.312500 Penalty: 2684.575928
	Iteration 51Q: 3 clusters Score -455774.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -455775.718750 Penalty: 2684.575928
	Iteration 52Q: 3 clusters Score -455775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -455778.250000 Penalty: 2684.575928
	Iteration 53Q: 3 clusters Score -455778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -455782.281250 Penalty: 2684.575928
	Iteration 54Q: 3 clusters Score -455782.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -455786.593750 Penalty: 2684.575928
	Iteration 55Q: 3 clusters Score -455786.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -455792.750000 Penalty: 2684.575928
	Iteration 56Q: 3 clusters Score -455792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -455796.531250 Penalty: 2684.575928
	Iteration 57Q: 3 clusters Score -455796.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -455799.593750 Penalty: 2684.575928
	Iteration 58Q: 3 clusters Score -455799.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -455801.531250 Penalty: 2684.575928
	Iteration 59Q: 3 clusters Score -455801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -455802.281250 Penalty: 2684.575928
	Iteration 60F: 3 clusters Score -455802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -455803.718750 Penalty: 2684.575928
	Iteration 61Q: 3 clusters Score -455803.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -455804.093750 Penalty: 2684.575928
	Iteration 62Q: 3 clusters Score -455804.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -455804.656250 Penalty: 2684.575928
	Iteration 63Q: 3 clusters Score -455804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -455805.812500 Penalty: 2684.575928
	Iteration 64Q: 3 clusters Score -455805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -455808.843750 Penalty: 2684.575928
	Iteration 65Q: 3 clusters Score -455808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -455809.375000 Penalty: 2684.575928
	Iteration 66Q: 3 clusters Score -455809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -455810.343750 Penalty: 2684.575928
	Iteration 67Q: 3 clusters Score -455810.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -455810.343750 Penalty: 2684.575928
	Iteration 68F: 3 clusters Score -455810.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Entering Unmasked Estep 
Score: -9975090.000000 Penalty: 1833.085693
	Iteration 0F: 2 clusters Score -9975090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -9923627.000000 Penalty: 3666.171387
	Iteration 0F: 3 clusters Score -9923627 nChanged 37576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -9945381.000000 Penalty: 3666.171387
	Iteration 1F: 3 clusters Score -9945381 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -9946572.000000 Penalty: 3666.171387
	Iteration 2Q: 3 clusters Score -9946572 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -9948117.000000 Penalty: 3666.171387
	Iteration 3Q: 3 clusters Score -9948117 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -9950974.000000 Penalty: 3666.171387
	Iteration 4F: 3 clusters Score -9950974 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -9955624.000000 Penalty: 3666.171387
	Iteration 5F: 3 clusters Score -9955624 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -9961511.000000 Penalty: 3666.171387
	Iteration 6F: 3 clusters Score -9961511 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -9966897.000000 Penalty: 3666.171387
	Iteration 7F: 3 clusters Score -9966897 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -9970610.000000 Penalty: 3666.171387
	Iteration 8Q: 3 clusters Score -9970610 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9972375.000000 Penalty: 3666.171387
	Iteration 9Q: 3 clusters Score -9972375 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9972963.000000 Penalty: 3666.171387
	Iteration 10Q: 3 clusters Score -9972963 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78829 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9973200.000000 Penalty: 3666.171387
	Iteration 11Q: 3 clusters Score -9973200 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9973328.000000 Penalty: 3666.171387
	Iteration 12Q: 3 clusters Score -9973328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9973376.000000 Penalty: 3666.171387
	Iteration 13Q: 3 clusters Score -9973376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9973413.000000 Penalty: 3666.171387
	Iteration 14Q: 3 clusters Score -9973413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9973457.000000 Penalty: 3666.171387
	Iteration 15Q: 3 clusters Score -9973457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9973485.000000 Penalty: 3666.171387
	Iteration 16Q: 3 clusters Score -9973485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9973498.000000 Penalty: 3666.171387
	Iteration 17Q: 3 clusters Score -9973498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79051 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9973520.000000 Penalty: 3666.171387
	Iteration 18Q: 3 clusters Score -9973520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9973528.000000 Penalty: 3666.171387
	Iteration 19Q: 3 clusters Score -9973528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79051 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9973529.000000 Penalty: 3666.171387
	Iteration 20F: 3 clusters Score -9973529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79051 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9973533.000000 Penalty: 3666.171387
	Iteration 21Q: 3 clusters Score -9973533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79051 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9973529.000000 Penalty: 3666.171387
	Iteration 22Q: 3 clusters Score -9973529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9973544.000000 Penalty: 3666.171387
	Iteration 23Q: 3 clusters Score -9973544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9973541.000000 Penalty: 3666.171387
	Iteration 24Q: 3 clusters Score -9973541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9973552.000000 Penalty: 3666.171387
	Iteration 25Q: 3 clusters Score -9973552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9973550.000000 Penalty: 3666.171387
	Iteration 26Q: 3 clusters Score -9973550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9973550.000000 Penalty: 3666.171387
	Iteration 27F: 3 clusters Score -9973550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Entering Unmasked Estep 
Score: -646993.125000 Penalty: 1395.432739
	Iteration 0F: 2 clusters Score -646993.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -642775.687500 Penalty: 2790.865479
	Iteration 0F: 3 clusters Score -642775.7 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -644015.625000 Penalty: 2790.865479
	Iteration 1F: 3 clusters Score -644015.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -644191.375000 Penalty: 2790.865479
	Iteration 2F: 3 clusters Score -644191.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -644329.687500 Penalty: 2790.865479
	Iteration 3F: 3 clusters Score -644329.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -644461.187500 Penalty: 2790.865479
	Iteration 4Q: 3 clusters Score -644461.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -644579.625000 Penalty: 2790.865479
	Iteration 5Q: 3 clusters Score -644579.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -644690.562500 Penalty: 2790.865479
	Iteration 6Q: 3 clusters Score -644690.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -644812.750000 Penalty: 2790.865479
	Iteration 7Q: 3 clusters Score -644812.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -644915.375000 Penalty: 2790.865479
	Iteration 8Q: 3 clusters Score -644915.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -645015.187500 Penalty: 2790.865479
	Iteration 9Q: 3 clusters Score -645015.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -645112.562500 Penalty: 2790.865479
	Iteration 10Q: 3 clusters Score -645112.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -645223.187500 Penalty: 2790.865479
	Iteration 11Q: 3 clusters Score -645223.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -645317.875000 Penalty: 2790.865479
	Iteration 12Q: 3 clusters Score -645317.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -645422.812500 Penalty: 2790.865479
	Iteration 13Q: 3 clusters Score -645422.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -645485.250000 Penalty: 2790.865479
	Iteration 14Q: 3 clusters Score -645485.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -645543.375000 Penalty: 2790.865479
	Iteration 15Q: 3 clusters Score -645543.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -645592.687500 Penalty: 2790.865479
	Iteration 16Q: 3 clusters Score -645592.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -645630.812500 Penalty: 2790.865479
	Iteration 17Q: 3 clusters Score -645630.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -645654.687500 Penalty: 2790.865479
	Iteration 18Q: 3 clusters Score -645654.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -645669.062500 Penalty: 2790.865479
	Iteration 19Q: 3 clusters Score -645669.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -645683.625000 Penalty: 2790.865479
	Iteration 20F: 3 clusters Score -645683.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -645703.250000 Penalty: 2790.865479
	Iteration 21Q: 3 clusters Score -645703.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -645724.437500 Penalty: 2790.865479
	Iteration 22Q: 3 clusters Score -645724.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -645747.625000 Penalty: 2790.865479
	Iteration 23Q: 3 clusters Score -645747.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -645760.937500 Penalty: 2790.865479
	Iteration 24Q: 3 clusters Score -645760.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -645772.625000 Penalty: 2790.865479
	Iteration 25Q: 3 clusters Score -645772.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -645781.375000 Penalty: 2790.865479
	Iteration 26Q: 3 clusters Score -645781.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -645788.687500 Penalty: 2790.865479
	Iteration 27Q: 3 clusters Score -645788.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -645793.000000 Penalty: 2790.865479
	Iteration 28Q: 3 clusters Score -645793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -645799.000000 Penalty: 2790.865479
	Iteration 29Q: 3 clusters Score -645799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -645804.687500 Penalty: 2790.865479
	Iteration 30Q: 3 clusters Score -645804.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -645811.437500 Penalty: 2790.865479
	Iteration 31Q: 3 clusters Score -645811.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -645817.437500 Penalty: 2790.865479
	Iteration 32Q: 3 clusters Score -645817.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -645822.562500 Penalty: 2790.865479
	Iteration 33Q: 3 clusters Score -645822.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -645829.875000 Penalty: 2790.865479
	Iteration 34Q: 3 clusters Score -645829.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -645839.062500 Penalty: 2790.865479
	Iteration 35Q: 3 clusters Score -645839.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -645848.437500 Penalty: 2790.865479
	Iteration 36Q: 3 clusters Score -645848.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -645857.937500 Penalty: 2790.865479
	Iteration 37Q: 3 clusters Score -645857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -645860.625000 Penalty: 2790.865479
	Iteration 38Q: 3 clusters Score -645860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -645862.562500 Penalty: 2790.865479
	Iteration 39Q: 3 clusters Score -645862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -645865.937500 Penalty: 2790.865479
	Iteration 40F: 3 clusters Score -645865.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -645866.937500 Penalty: 2790.865479
	Iteration 41Q: 3 clusters Score -645866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -645870.687500 Penalty: 2790.865479
	Iteration 42Q: 3 clusters Score -645870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -645873.437500 Penalty: 2790.865479
	Iteration 43Q: 3 clusters Score -645873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -645878.812500 Penalty: 2790.865479
	Iteration 44Q: 3 clusters Score -645878.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -645881.000000 Penalty: 2790.865479
	Iteration 45Q: 3 clusters Score -645881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -645882.937500 Penalty: 2790.865479
	Iteration 46Q: 3 clusters Score -645882.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -645888.312500 Penalty: 2790.865479
	Iteration 47Q: 3 clusters Score -645888.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -645890.250000 Penalty: 2790.865479
	Iteration 48Q: 3 clusters Score -645890.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -645890.250000 Penalty: 2790.865479
	Iteration 49F: 3 clusters Score -645890.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -220065.875000 Penalty: 1233.923340
	Iteration 0F: 2 clusters Score -220065.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -218002.000000 Penalty: 2467.846680
	Iteration 0F: 3 clusters Score -218002 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -218646.968750 Penalty: 2467.846680
	Iteration 1F: 3 clusters Score -218647 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -218949.843750 Penalty: 2467.846680
	Iteration 2F: 3 clusters Score -218949.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -219198.390625 Penalty: 2467.846680
	Iteration 3F: 3 clusters Score -219198.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -219420.781250 Penalty: 2467.846680
	Iteration 4F: 3 clusters Score -219420.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -219563.109375 Penalty: 2467.846680
	Iteration 5Q: 3 clusters Score -219563.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -219652.937500 Penalty: 2467.846680
	Iteration 6Q: 3 clusters Score -219652.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -219697.015625 Penalty: 2467.846680
	Iteration 7Q: 3 clusters Score -219697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -219726.484375 Penalty: 2467.846680
	Iteration 8Q: 3 clusters Score -219726.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -219744.875000 Penalty: 2467.846680
	Iteration 9Q: 3 clusters Score -219744.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -219759.703125 Penalty: 2467.846680
	Iteration 10Q: 3 clusters Score -219759.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -219772.890625 Penalty: 2467.846680
	Iteration 11Q: 3 clusters Score -219772.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -219787.718750 Penalty: 2467.846680
	Iteration 12Q: 3 clusters Score -219787.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -219799.484375 Penalty: 2467.846680
	Iteration 13Q: 3 clusters Score -219799.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -219805.546875 Penalty: 2467.846680
	Iteration 14Q: 3 clusters Score -219805.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -219811.656250 Penalty: 2467.846680
	Iteration 15Q: 3 clusters Score -219811.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -219815.203125 Penalty: 2467.846680
	Iteration 16Q: 3 clusters Score -219815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -219818.984375 Penalty: 2467.846680
	Iteration 17Q: 3 clusters Score -219819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -219822.562500 Penalty: 2467.846680
	Iteration 18Q: 3 clusters Score -219822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -219823.671875 Penalty: 2467.846680
	Iteration 19Q: 3 clusters Score -219823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -219824.359375 Penalty: 2467.846680
	Iteration 20F: 3 clusters Score -219824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -21257.271484 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -21257.27 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 138 members 
Entering Unmasked Estep 
Score: -20680.847656 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -20680.85 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21136.751953 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -21136.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21236.029297 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -21236.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21366.318359 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -21366.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21407.517578 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -21407.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21437.423828 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -21437.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21448.314453 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -21448.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21453.585938 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -21453.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21460.191406 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -21460.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21460.191406 Penalty: 1864.385986
	Iteration 9F: 3 clusters Score -21460.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 95064 members 
Mstep: Class 4 contains 78853 members 
Mstep: Class 5 contains 88070 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28797 members 
Mstep: Class 11 contains 97028 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10776 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89959 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79263 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 89 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86784 members 
Mstep: Class 24 contains 25620 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 221 members 
Entering Unmasked Estep 
Score: -102248336.000000 Penalty: 70941.500000
Splitting cluster 21 changes total score from -102249464.000000 to -102248336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -304328.250000 Penalty: 1280.753418
	Iteration 0F: 2 clusters Score -304328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -301877.718750 Penalty: 2561.506836
	Iteration 0F: 3 clusters Score -301877.7 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -302548.906250 Penalty: 2561.506836
	Iteration 1F: 3 clusters Score -302548.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -302768.812500 Penalty: 2561.506836
	Iteration 2F: 3 clusters Score -302768.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -302931.031250 Penalty: 2561.506836
	Iteration 3F: 3 clusters Score -302931 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -303105.750000 Penalty: 2561.506836
	Iteration 4Q: 3 clusters Score -303105.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -303334.500000 Penalty: 2561.506836
	Iteration 5F: 3 clusters Score -303334.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -303520.625000 Penalty: 2561.506836
	Iteration 6F: 3 clusters Score -303520.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -303673.500000 Penalty: 2561.506836
	Iteration 7F: 3 clusters Score -303673.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -303784.781250 Penalty: 2561.506836
	Iteration 8Q: 3 clusters Score -303784.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -303859.062500 Penalty: 2561.506836
	Iteration 9Q: 3 clusters Score -303859.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -303939.937500 Penalty: 2561.506836
	Iteration 10Q: 3 clusters Score -303939.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -303991.968750 Penalty: 2561.506836
	Iteration 11Q: 3 clusters Score -303992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -304011.562500 Penalty: 2561.506836
	Iteration 12Q: 3 clusters Score -304011.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -304023.812500 Penalty: 2561.506836
	Iteration 13Q: 3 clusters Score -304023.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -304032.437500 Penalty: 2561.506836
	Iteration 14Q: 3 clusters Score -304032.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -304040.218750 Penalty: 2561.506836
	Iteration 15Q: 3 clusters Score -304040.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -304047.718750 Penalty: 2561.506836
	Iteration 16Q: 3 clusters Score -304047.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -304053.250000 Penalty: 2561.506836
	Iteration 17Q: 3 clusters Score -304053.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -304059.968750 Penalty: 2561.506836
	Iteration 18Q: 3 clusters Score -304060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -304062.593750 Penalty: 2561.506836
	Iteration 19Q: 3 clusters Score -304062.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -304067.125000 Penalty: 2561.506836
	Iteration 20F: 3 clusters Score -304067.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -304070.343750 Penalty: 2561.506836
	Iteration 21Q: 3 clusters Score -304070.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -304073.187500 Penalty: 2561.506836
	Iteration 22Q: 3 clusters Score -304073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -304074.562500 Penalty: 2561.506836
	Iteration 23Q: 3 clusters Score -304074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -304075.531250 Penalty: 2561.506836
	Iteration 24Q: 3 clusters Score -304075.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -304077.625000 Penalty: 2561.506836
	Iteration 25Q: 3 clusters Score -304077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -304078.843750 Penalty: 2561.506836
	Iteration 26Q: 3 clusters Score -304078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -304079.593750 Penalty: 2561.506836
	Iteration 27Q: 3 clusters Score -304079.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -304079.593750 Penalty: 2561.506836
	Iteration 28F: 3 clusters Score -304079.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (86784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Entering Unmasked Estep 
Score: -10701509.000000 Penalty: 1847.816406
	Iteration 0F: 2 clusters Score -1.070151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -10643945.000000 Penalty: 3695.632812
	Iteration 0F: 3 clusters Score -1.064394e+07 nChanged 41393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -10667422.000000 Penalty: 3695.632812
	Iteration 1F: 3 clusters Score -1.066742e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -10667969.000000 Penalty: 3695.632812
	Iteration 2Q: 3 clusters Score -1.066797e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -10668437.000000 Penalty: 3695.632812
	Iteration 3Q: 3 clusters Score -1.066844e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -10669185.000000 Penalty: 3695.632812
	Iteration 4Q: 3 clusters Score -1.066918e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -10670405.000000 Penalty: 3695.632812
	Iteration 5Q: 3 clusters Score -1.06704e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -10672205.000000 Penalty: 3695.632812
	Iteration 6Q: 3 clusters Score -1.06722e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -10674784.000000 Penalty: 3695.632812
	Iteration 7F: 3 clusters Score -1.067478e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -10678676.000000 Penalty: 3695.632812
	Iteration 8F: 3 clusters Score -1.067868e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -10683611.000000 Penalty: 3695.632812
	Iteration 9F: 3 clusters Score -1.068361e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -10688108.000000 Penalty: 3695.632812
	Iteration 10F: 3 clusters Score -1.068811e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -10690668.000000 Penalty: 3695.632812
	Iteration 11Q: 3 clusters Score -1.069067e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -10691855.000000 Penalty: 3695.632812
	Iteration 12Q: 3 clusters Score -1.069186e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -10692521.000000 Penalty: 3695.632812
	Iteration 13Q: 3 clusters Score -1.069252e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -10693145.000000 Penalty: 3695.632812
	Iteration 14Q: 3 clusters Score -1.069314e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -10693504.000000 Penalty: 3695.632812
	Iteration 15Q: 3 clusters Score -1.06935e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -10693867.000000 Penalty: 3695.632812
	Iteration 16Q: 3 clusters Score -1.069387e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -10694203.000000 Penalty: 3695.632812
	Iteration 17Q: 3 clusters Score -1.06942e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -10694507.000000 Penalty: 3695.632812
	Iteration 18Q: 3 clusters Score -1.069451e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -10694803.000000 Penalty: 3695.632812
	Iteration 19Q: 3 clusters Score -1.06948e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -10694976.000000 Penalty: 3695.632812
	Iteration 20F: 3 clusters Score -1.069498e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -10695241.000000 Penalty: 3695.632812
	Iteration 21Q: 3 clusters Score -1.069524e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 65934 members 
Entering Unmasked Estep 
Score: -10695486.000000 Penalty: 3695.632812
	Iteration 22Q: 3 clusters Score -1.069549e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -10695662.000000 Penalty: 3695.632812
	Iteration 23Q: 3 clusters Score -1.069566e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -10695850.000000 Penalty: 3695.632812
	Iteration 24Q: 3 clusters Score -1.069585e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -10696063.000000 Penalty: 3695.632812
	Iteration 25Q: 3 clusters Score -1.069606e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -10696296.000000 Penalty: 3695.632812
	Iteration 26Q: 3 clusters Score -1.06963e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -10696415.000000 Penalty: 3695.632812
	Iteration 27Q: 3 clusters Score -1.069642e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 70849 members 
Entering Unmasked Estep 
Score: -10696636.000000 Penalty: 3695.632812
	Iteration 28Q: 3 clusters Score -1.069664e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -10696873.000000 Penalty: 3695.632812
	Iteration 29Q: 3 clusters Score -1.069687e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -10697151.000000 Penalty: 3695.632812
	Iteration 30Q: 3 clusters Score -1.069715e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -10697374.000000 Penalty: 3695.632812
	Iteration 31Q: 3 clusters Score -1.069737e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -10697622.000000 Penalty: 3695.632812
	Iteration 32Q: 3 clusters Score -1.069762e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -10697843.000000 Penalty: 3695.632812
	Iteration 33Q: 3 clusters Score -1.069784e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -10698085.000000 Penalty: 3695.632812
	Iteration 34Q: 3 clusters Score -1.069808e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 76186 members 
Entering Unmasked Estep 
Score: -10698271.000000 Penalty: 3695.632812
	Iteration 35Q: 3 clusters Score -1.069827e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -10698472.000000 Penalty: 3695.632812
	Iteration 36Q: 3 clusters Score -1.069847e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -10698650.000000 Penalty: 3695.632812
	Iteration 37Q: 3 clusters Score -1.069865e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -10698787.000000 Penalty: 3695.632812
	Iteration 38Q: 3 clusters Score -1.069879e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -10698890.000000 Penalty: 3695.632812
	Iteration 39Q: 3 clusters Score -1.069889e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -10699008.000000 Penalty: 3695.632812
	Iteration 40F: 3 clusters Score -1.069901e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -10699127.000000 Penalty: 3695.632812
	Iteration 41Q: 3 clusters Score -1.069913e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -10699257.000000 Penalty: 3695.632812
	Iteration 42Q: 3 clusters Score -1.069926e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -10699289.000000 Penalty: 3695.632812
	Iteration 43Q: 3 clusters Score -1.069929e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 80497 members 
Entering Unmasked Estep 
Score: -10699346.000000 Penalty: 3695.632812
	Iteration 44Q: 3 clusters Score -1.069935e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -10699354.000000 Penalty: 3695.632812
	Iteration 45Q: 3 clusters Score -1.069935e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 81032 members 
Entering Unmasked Estep 
Score: -10699429.000000 Penalty: 3695.632812
	Iteration 46Q: 3 clusters Score -1.069943e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 81257 members 
Entering Unmasked Estep 
Score: -10699469.000000 Penalty: 3695.632812
	Iteration 47Q: 3 clusters Score -1.069947e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 81491 members 
Entering Unmasked Estep 
Score: -10699512.000000 Penalty: 3695.632812
	Iteration 48Q: 3 clusters Score -1.069951e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -10699572.000000 Penalty: 3695.632812
	Iteration 49Q: 3 clusters Score -1.069957e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -10699605.000000 Penalty: 3695.632812
	Iteration 50Q: 3 clusters Score -1.06996e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -10699697.000000 Penalty: 3695.632812
	Iteration 51Q: 3 clusters Score -1.06997e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -10699718.000000 Penalty: 3695.632812
	Iteration 52Q: 3 clusters Score -1.069972e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -10699720.000000 Penalty: 3695.632812
	Iteration 53Q: 3 clusters Score -1.069972e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -10699744.000000 Penalty: 3695.632812
	Iteration 54Q: 3 clusters Score -1.069974e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -10699793.000000 Penalty: 3695.632812
	Iteration 55Q: 3 clusters Score -1.069979e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -10699846.000000 Penalty: 3695.632812
	Iteration 56Q: 3 clusters Score -1.069985e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -10699859.000000 Penalty: 3695.632812
	Iteration 57Q: 3 clusters Score -1.069986e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -10699886.000000 Penalty: 3695.632812
	Iteration 58Q: 3 clusters Score -1.069989e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -10699898.000000 Penalty: 3695.632812
	Iteration 59Q: 3 clusters Score -1.06999e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -10699923.000000 Penalty: 3695.632812
	Iteration 60F: 3 clusters Score -1.069992e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 83724 members 
Entering Unmasked Estep 
Score: -10699937.000000 Penalty: 3695.632812
	Iteration 61Q: 3 clusters Score -1.069994e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -10699945.000000 Penalty: 3695.632812
	Iteration 62Q: 3 clusters Score -1.069994e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -10699939.000000 Penalty: 3695.632812
	Iteration 63Q: 3 clusters Score -1.069994e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 84004 members 
Entering Unmasked Estep 
Score: -10699954.000000 Penalty: 3695.632812
	Iteration 64Q: 3 clusters Score -1.069995e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -10699992.000000 Penalty: 3695.632812
	Iteration 65Q: 3 clusters Score -1.069999e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 84167 members 
Entering Unmasked Estep 
Score: -10699998.000000 Penalty: 3695.632812
	Iteration 66Q: 3 clusters Score -1.07e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -10700020.000000 Penalty: 3695.632812
	Iteration 67Q: 3 clusters Score -1.070002e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -10700016.000000 Penalty: 3695.632812
	Iteration 68Q: 3 clusters Score -1.070002e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -10700049.000000 Penalty: 3695.632812
	Iteration 69Q: 3 clusters Score -1.070005e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -10700040.000000 Penalty: 3695.632812
	Iteration 70Q: 3 clusters Score -1.070004e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -10700070.000000 Penalty: 3695.632812
	Iteration 71Q: 3 clusters Score -1.070007e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -10700069.000000 Penalty: 3695.632812
	Iteration 72Q: 3 clusters Score -1.070007e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -10700090.000000 Penalty: 3695.632812
	Iteration 73Q: 3 clusters Score -1.070009e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -10700100.000000 Penalty: 3695.632812
	Iteration 74Q: 3 clusters Score -1.07001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -10700093.000000 Penalty: 3695.632812
	Iteration 75Q: 3 clusters Score -1.070009e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 84706 members 
Entering Unmasked Estep 
Score: -10700100.000000 Penalty: 3695.632812
	Iteration 76Q: 3 clusters Score -1.07001e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -10700107.000000 Penalty: 3695.632812
	Iteration 77Q: 3 clusters Score -1.070011e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 84791 members 
Entering Unmasked Estep 
Score: -10700120.000000 Penalty: 3695.632812
	Iteration 78Q: 3 clusters Score -1.070012e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -10700122.000000 Penalty: 3695.632812
	Iteration 79Q: 3 clusters Score -1.070012e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 84873 members 
Entering Unmasked Estep 
Score: -10700105.000000 Penalty: 3695.632812
	Iteration 80F: 3 clusters Score -1.07001e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -10700115.000000 Penalty: 3695.632812
	Iteration 81Q: 3 clusters Score -1.070012e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -10700120.000000 Penalty: 3695.632812
	Iteration 82Q: 3 clusters Score -1.070012e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 84976 members 
Entering Unmasked Estep 
Score: -10700113.000000 Penalty: 3695.632812
	Iteration 83Q: 3 clusters Score -1.070011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 85011 members 
Entering Unmasked Estep 
Score: -10700111.000000 Penalty: 3695.632812
	Iteration 84Q: 3 clusters Score -1.070011e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 85041 members 
Entering Unmasked Estep 
Score: -10700130.000000 Penalty: 3695.632812
	Iteration 85Q: 3 clusters Score -1.070013e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -10700145.000000 Penalty: 3695.632812
	Iteration 86Q: 3 clusters Score -1.070014e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -10700157.000000 Penalty: 3695.632812
	Iteration 87Q: 3 clusters Score -1.070016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -10700166.000000 Penalty: 3695.632812
	Iteration 88Q: 3 clusters Score -1.070017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -10700163.000000 Penalty: 3695.632812
	Iteration 89Q: 3 clusters Score -1.070016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -10700178.000000 Penalty: 3695.632812
	Iteration 90Q: 3 clusters Score -1.070018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -10700172.000000 Penalty: 3695.632812
	Iteration 91Q: 3 clusters Score -1.070017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 85205 members 
Entering Unmasked Estep 
Score: -10700177.000000 Penalty: 3695.632812
	Iteration 92Q: 3 clusters Score -1.070018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 85211 members 
Entering Unmasked Estep 
Score: -10700178.000000 Penalty: 3695.632812
	Iteration 93Q: 3 clusters Score -1.070018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -10700158.000000 Penalty: 3695.632812
	Iteration 94Q: 3 clusters Score -1.070016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -10700168.000000 Penalty: 3695.632812
	Iteration 95Q: 3 clusters Score -1.070017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 85234 members 
Entering Unmasked Estep 
Score: -10700176.000000 Penalty: 3695.632812
	Iteration 96Q: 3 clusters Score -1.070018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -10700182.000000 Penalty: 3695.632812
	Iteration 97Q: 3 clusters Score -1.070018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -10700176.000000 Penalty: 3695.632812
	Iteration 98Q: 3 clusters Score -1.070018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -10700170.000000 Penalty: 3695.632812
	Iteration 99Q: 3 clusters Score -1.070017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -10700162.000000 Penalty: 3695.632812
	Iteration 100F: 3 clusters Score -1.070016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -10700179.000000 Penalty: 3695.632812
	Iteration 101Q: 3 clusters Score -1.070018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -10700176.000000 Penalty: 3695.632812
	Iteration 102Q: 3 clusters Score -1.070018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -10700177.000000 Penalty: 3695.632812
	Iteration 103Q: 3 clusters Score -1.070018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 85301 members 
Entering Unmasked Estep 
Score: -10700179.000000 Penalty: 3695.632812
	Iteration 104Q: 3 clusters Score -1.070018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -10700170.000000 Penalty: 3695.632812
	Iteration 105Q: 3 clusters Score -1.070017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -10700173.000000 Penalty: 3695.632812
	Iteration 106Q: 3 clusters Score -1.070017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -10700165.000000 Penalty: 3695.632812
	Iteration 107Q: 3 clusters Score -1.070016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -10700181.000000 Penalty: 3695.632812
	Iteration 108Q: 3 clusters Score -1.070018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -10700190.000000 Penalty: 3695.632812
	Iteration 109Q: 3 clusters Score -1.070019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -10700194.000000 Penalty: 3695.632812
	Iteration 110Q: 3 clusters Score -1.070019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -10700187.000000 Penalty: 3695.632812
	Iteration 111Q: 3 clusters Score -1.070019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 85385 members 
Entering Unmasked Estep 
Score: -10700195.000000 Penalty: 3695.632812
	Iteration 112Q: 3 clusters Score -1.07002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -10700193.000000 Penalty: 3695.632812
	Iteration 113Q: 3 clusters Score -1.070019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -10700186.000000 Penalty: 3695.632812
	Iteration 114Q: 3 clusters Score -1.070019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -10700191.000000 Penalty: 3695.632812
	Iteration 115Q: 3 clusters Score -1.070019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -10700191.000000 Penalty: 3695.632812
	Iteration 116Q: 3 clusters Score -1.070019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 85418 members 
Entering Unmasked Estep 
Score: -10700205.000000 Penalty: 3695.632812
	Iteration 117Q: 3 clusters Score -1.07002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 85419 members 
Entering Unmasked Estep 
Score: -10700198.000000 Penalty: 3695.632812
	Iteration 118Q: 3 clusters Score -1.07002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 85420 members 
Entering Unmasked Estep 
Score: -10700204.000000 Penalty: 3695.632812
	Iteration 119Q: 3 clusters Score -1.07002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -10700205.000000 Penalty: 3695.632812
	Iteration 120F: 3 clusters Score -1.07002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -10700204.000000 Penalty: 3695.632812
	Iteration 121Q: 3 clusters Score -1.07002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 85427 members 
Entering Unmasked Estep 
Score: -10700198.000000 Penalty: 3695.632812
	Iteration 122Q: 3 clusters Score -1.07002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -10700204.000000 Penalty: 3695.632812
	Iteration 123Q: 3 clusters Score -1.07002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 85429 members 
Entering Unmasked Estep 
Score: -10700202.000000 Penalty: 3695.632812
	Iteration 124Q: 3 clusters Score -1.07002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -10700206.000000 Penalty: 3695.632812
	Iteration 125Q: 3 clusters Score -1.070021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 85431 members 
Entering Unmasked Estep 
Score: -10700206.000000 Penalty: 3695.632812
	Iteration 126Q: 3 clusters Score -1.070021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -10700195.000000 Penalty: 3695.632812
	Iteration 127Q: 3 clusters Score -1.07002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 85433 members 
Entering Unmasked Estep 
Score: -10700195.000000 Penalty: 3695.632812
	Iteration 128Q: 3 clusters Score -1.07002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -10700200.000000 Penalty: 3695.632812
	Iteration 129Q: 3 clusters Score -1.07002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -10700200.000000 Penalty: 3695.632812
	Iteration 130F: 3 clusters Score -1.07002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Entering Unmasked Estep 
Score: -3087955.500000 Penalty: 1649.558472
	Iteration 0F: 2 clusters Score -3087956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3070559.250000 Penalty: 3299.116943
	Iteration 0F: 3 clusters Score -3070559 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3076989.500000 Penalty: 3299.116943
	Iteration 1F: 3 clusters Score -3076990 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3077453.500000 Penalty: 3299.116943
	Iteration 2Q: 3 clusters Score -3077454 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3078063.750000 Penalty: 3299.116943
	Iteration 3Q: 3 clusters Score -3078064 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3079128.500000 Penalty: 3299.116943
	Iteration 4F: 3 clusters Score -3079128 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3080656.000000 Penalty: 3299.116943
	Iteration 5F: 3 clusters Score -3080656 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3082387.500000 Penalty: 3299.116943
	Iteration 6F: 3 clusters Score -3082388 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3083925.250000 Penalty: 3299.116943
	Iteration 7F: 3 clusters Score -3083925 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3085028.000000 Penalty: 3299.116943
	Iteration 8Q: 3 clusters Score -3085028 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3085886.750000 Penalty: 3299.116943
	Iteration 9Q: 3 clusters Score -3085887 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3086603.250000 Penalty: 3299.116943
	Iteration 10Q: 3 clusters Score -3086603 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3086875.250000 Penalty: 3299.116943
	Iteration 11Q: 3 clusters Score -3086875 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3086969.750000 Penalty: 3299.116943
	Iteration 12Q: 3 clusters Score -3086970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3087025.000000 Penalty: 3299.116943
	Iteration 13Q: 3 clusters Score -3087025 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3087065.500000 Penalty: 3299.116943
	Iteration 14Q: 3 clusters Score -3087066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3087110.750000 Penalty: 3299.116943
	Iteration 15Q: 3 clusters Score -3087111 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3087136.750000 Penalty: 3299.116943
	Iteration 16Q: 3 clusters Score -3087137 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3087170.250000 Penalty: 3299.116943
	Iteration 17Q: 3 clusters Score -3087170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3087180.750000 Penalty: 3299.116943
	Iteration 18Q: 3 clusters Score -3087181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3087188.250000 Penalty: 3299.116943
	Iteration 19Q: 3 clusters Score -3087188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3087188.250000 Penalty: 3299.116943
	Iteration 20F: 3 clusters Score -3087188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3087195.750000 Penalty: 3299.116943
	Iteration 21Q: 3 clusters Score -3087196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3087200.000000 Penalty: 3299.116943
	Iteration 22Q: 3 clusters Score -3087200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3087200.000000 Penalty: 3299.116943
	Iteration 23Q: 3 clusters Score -3087200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3087205.000000 Penalty: 3299.116943
	Iteration 24Q: 3 clusters Score -3087205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3087202.000000 Penalty: 3299.116943
	Iteration 25Q: 3 clusters Score -3087202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3087207.750000 Penalty: 3299.116943
	Iteration 26Q: 3 clusters Score -3087208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3087214.500000 Penalty: 3299.116943
	Iteration 27Q: 3 clusters Score -3087214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3087204.000000 Penalty: 3299.116943
	Iteration 28Q: 3 clusters Score -3087204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3087206.250000 Penalty: 3299.116943
	Iteration 29Q: 3 clusters Score -3087206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3087210.000000 Penalty: 3299.116943
	Iteration 30Q: 3 clusters Score -3087210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3087218.000000 Penalty: 3299.116943
	Iteration 31Q: 3 clusters Score -3087218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3087217.000000 Penalty: 3299.116943
	Iteration 32Q: 3 clusters Score -3087217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3087217.750000 Penalty: 3299.116943
	Iteration 33Q: 3 clusters Score -3087218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3087222.250000 Penalty: 3299.116943
	Iteration 34Q: 3 clusters Score -3087222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3087227.000000 Penalty: 3299.116943
	Iteration 35Q: 3 clusters Score -3087227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3087227.500000 Penalty: 3299.116943
	Iteration 36Q: 3 clusters Score -3087228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3087224.500000 Penalty: 3299.116943
	Iteration 37Q: 3 clusters Score -3087224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3087229.250000 Penalty: 3299.116943
	Iteration 38Q: 3 clusters Score -3087229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3087232.250000 Penalty: 3299.116943
	Iteration 39Q: 3 clusters Score -3087232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3087228.750000 Penalty: 3299.116943
	Iteration 40F: 3 clusters Score -3087229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3087230.750000 Penalty: 3299.116943
	Iteration 41Q: 3 clusters Score -3087231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3087232.250000 Penalty: 3299.116943
	Iteration 42Q: 3 clusters Score -3087232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3087233.750000 Penalty: 3299.116943
	Iteration 43Q: 3 clusters Score -3087234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3087236.000000 Penalty: 3299.116943
	Iteration 44Q: 3 clusters Score -3087236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3087236.000000 Penalty: 3299.116943
	Iteration 45F: 3 clusters Score -3087236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -590807.625000 Penalty: 1380.926758
	Iteration 0F: 2 clusters Score -590807.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -586912.437500 Penalty: 2761.853516
	Iteration 0F: 3 clusters Score -586912.4 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -587941.375000 Penalty: 2761.853516
	Iteration 1F: 3 clusters Score -587941.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -588116.500000 Penalty: 2761.853516
	Iteration 2F: 3 clusters Score -588116.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -588274.750000 Penalty: 2761.853516
	Iteration 3F: 3 clusters Score -588274.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -588435.062500 Penalty: 2761.853516
	Iteration 4Q: 3 clusters Score -588435.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -588584.875000 Penalty: 2761.853516
	Iteration 5Q: 3 clusters Score -588584.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -588715.687500 Penalty: 2761.853516
	Iteration 6Q: 3 clusters Score -588715.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -588853.562500 Penalty: 2761.853516
	Iteration 7Q: 3 clusters Score -588853.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -588986.437500 Penalty: 2761.853516
	Iteration 8Q: 3 clusters Score -588986.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -589118.625000 Penalty: 2761.853516
	Iteration 9Q: 3 clusters Score -589118.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -589228.687500 Penalty: 2761.853516
	Iteration 10Q: 3 clusters Score -589228.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -589311.687500 Penalty: 2761.853516
	Iteration 11Q: 3 clusters Score -589311.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -589401.062500 Penalty: 2761.853516
	Iteration 12Q: 3 clusters Score -589401.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -589491.437500 Penalty: 2761.853516
	Iteration 13Q: 3 clusters Score -589491.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -589573.875000 Penalty: 2761.853516
	Iteration 14Q: 3 clusters Score -589573.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -589651.062500 Penalty: 2761.853516
	Iteration 15Q: 3 clusters Score -589651.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -589710.187500 Penalty: 2761.853516
	Iteration 16Q: 3 clusters Score -589710.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -589764.562500 Penalty: 2761.853516
	Iteration 17Q: 3 clusters Score -589764.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -589799.875000 Penalty: 2761.853516
	Iteration 18Q: 3 clusters Score -589799.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -589821.437500 Penalty: 2761.853516
	Iteration 19Q: 3 clusters Score -589821.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -589835.312500 Penalty: 2761.853516
	Iteration 20F: 3 clusters Score -589835.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -589844.750000 Penalty: 2761.853516
	Iteration 21Q: 3 clusters Score -589844.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -589848.312500 Penalty: 2761.853516
	Iteration 22Q: 3 clusters Score -589848.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -589852.937500 Penalty: 2761.853516
	Iteration 23Q: 3 clusters Score -589852.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -589857.562500 Penalty: 2761.853516
	Iteration 24Q: 3 clusters Score -589857.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -589861.625000 Penalty: 2761.853516
	Iteration 25Q: 3 clusters Score -589861.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -589867.062500 Penalty: 2761.853516
	Iteration 26Q: 3 clusters Score -589867.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -589870.000000 Penalty: 2761.853516
	Iteration 27Q: 3 clusters Score -589870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -589872.937500 Penalty: 2761.853516
	Iteration 28Q: 3 clusters Score -589872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -589873.062500 Penalty: 2761.853516
	Iteration 29Q: 3 clusters Score -589873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -589872.812500 Penalty: 2761.853516
	Iteration 30Q: 3 clusters Score -589872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -589872.812500 Penalty: 2761.853516
	Iteration 31F: 3 clusters Score -589872.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -311115.406250 Penalty: 1279.706909
	Iteration 0F: 2 clusters Score -311115.4 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 1348 members 
Entering Unmasked Estep 
Score: -308600.875000 Penalty: 2559.413818
	Iteration 0F: 3 clusters Score -308600.9 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -309192.750000 Penalty: 2559.413818
	Iteration 1F: 3 clusters Score -309192.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -309390.062500 Penalty: 2559.413818
	Iteration 2F: 3 clusters Score -309390.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -309574.218750 Penalty: 2559.413818
	Iteration 3F: 3 clusters Score -309574.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -309716.625000 Penalty: 2559.413818
	Iteration 4F: 3 clusters Score -309716.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -309823.968750 Penalty: 2559.413818
	Iteration 5Q: 3 clusters Score -309824 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -309902.187500 Penalty: 2559.413818
	Iteration 6Q: 3 clusters Score -309902.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -309965.093750 Penalty: 2559.413818
	Iteration 7Q: 3 clusters Score -309965.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -310015.906250 Penalty: 2559.413818
	Iteration 8Q: 3 clusters Score -310015.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -310059.593750 Penalty: 2559.413818
	Iteration 9Q: 3 clusters Score -310059.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -310099.562500 Penalty: 2559.413818
	Iteration 10Q: 3 clusters Score -310099.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -310139.500000 Penalty: 2559.413818
	Iteration 11Q: 3 clusters Score -310139.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -310170.187500 Penalty: 2559.413818
	Iteration 12Q: 3 clusters Score -310170.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -310190.906250 Penalty: 2559.413818
	Iteration 13Q: 3 clusters Score -310190.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -310216.843750 Penalty: 2559.413818
	Iteration 14Q: 3 clusters Score -310216.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -310241.437500 Penalty: 2559.413818
	Iteration 15Q: 3 clusters Score -310241.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -310257.250000 Penalty: 2559.413818
	Iteration 16Q: 3 clusters Score -310257.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -310272.000000 Penalty: 2559.413818
	Iteration 17Q: 3 clusters Score -310272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -310282.750000 Penalty: 2559.413818
	Iteration 18Q: 3 clusters Score -310282.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -310293.500000 Penalty: 2559.413818
	Iteration 19Q: 3 clusters Score -310293.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -310300.593750 Penalty: 2559.413818
	Iteration 20F: 3 clusters Score -310300.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -310303.906250 Penalty: 2559.413818
	Iteration 21Q: 3 clusters Score -310303.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -310311.343750 Penalty: 2559.413818
	Iteration 22Q: 3 clusters Score -310311.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -310323.468750 Penalty: 2559.413818
	Iteration 23Q: 3 clusters Score -310323.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -310332.093750 Penalty: 2559.413818
	Iteration 24Q: 3 clusters Score -310332.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -310338.812500 Penalty: 2559.413818
	Iteration 25Q: 3 clusters Score -310338.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -310347.687500 Penalty: 2559.413818
	Iteration 26Q: 3 clusters Score -310347.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -310353.031250 Penalty: 2559.413818
	Iteration 27Q: 3 clusters Score -310353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -310355.468750 Penalty: 2559.413818
	Iteration 28Q: 3 clusters Score -310355.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -310358.031250 Penalty: 2559.413818
	Iteration 29Q: 3 clusters Score -310358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -310361.062500 Penalty: 2559.413818
	Iteration 30Q: 3 clusters Score -310361.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -310363.625000 Penalty: 2559.413818
	Iteration 31Q: 3 clusters Score -310363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -310365.093750 Penalty: 2559.413818
	Iteration 32Q: 3 clusters Score -310365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -310365.093750 Penalty: 2559.413818
	Iteration 33F: 3 clusters Score -310365.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Entering Unmasked Estep 
Score: -743575.000000 Penalty: 1417.683594
	Iteration 0F: 2 clusters Score -743575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -738988.000000 Penalty: 2835.367188
	Iteration 0F: 3 clusters Score -738988 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -740419.750000 Penalty: 2835.367188
	Iteration 1F: 3 clusters Score -740419.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -740695.937500 Penalty: 2835.367188
	Iteration 2F: 3 clusters Score -740695.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -740929.625000 Penalty: 2835.367188
	Iteration 3F: 3 clusters Score -740929.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -741108.687500 Penalty: 2835.367188
	Iteration 4Q: 3 clusters Score -741108.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -741258.937500 Penalty: 2835.367188
	Iteration 5Q: 3 clusters Score -741258.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -741386.062500 Penalty: 2835.367188
	Iteration 6Q: 3 clusters Score -741386.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -741490.687500 Penalty: 2835.367188
	Iteration 7Q: 3 clusters Score -741490.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -741596.500000 Penalty: 2835.367188
	Iteration 8Q: 3 clusters Score -741596.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -741691.000000 Penalty: 2835.367188
	Iteration 9Q: 3 clusters Score -741691 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -741784.437500 Penalty: 2835.367188
	Iteration 10Q: 3 clusters Score -741784.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -741855.750000 Penalty: 2835.367188
	Iteration 11Q: 3 clusters Score -741855.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -741923.937500 Penalty: 2835.367188
	Iteration 12Q: 3 clusters Score -741923.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -741998.687500 Penalty: 2835.367188
	Iteration 13Q: 3 clusters Score -741998.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -742046.562500 Penalty: 2835.367188
	Iteration 14Q: 3 clusters Score -742046.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -742089.125000 Penalty: 2835.367188
	Iteration 15Q: 3 clusters Score -742089.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -742132.250000 Penalty: 2835.367188
	Iteration 16Q: 3 clusters Score -742132.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -742184.812500 Penalty: 2835.367188
	Iteration 17Q: 3 clusters Score -742184.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -742228.875000 Penalty: 2835.367188
	Iteration 18Q: 3 clusters Score -742228.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -742265.125000 Penalty: 2835.367188
	Iteration 19Q: 3 clusters Score -742265.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -742294.437500 Penalty: 2835.367188
	Iteration 20F: 3 clusters Score -742294.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -742317.250000 Penalty: 2835.367188
	Iteration 21Q: 3 clusters Score -742317.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -742349.375000 Penalty: 2835.367188
	Iteration 22Q: 3 clusters Score -742349.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -742380.812500 Penalty: 2835.367188
	Iteration 23Q: 3 clusters Score -742380.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -742401.437500 Penalty: 2835.367188
	Iteration 24Q: 3 clusters Score -742401.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -742420.312500 Penalty: 2835.367188
	Iteration 25Q: 3 clusters Score -742420.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -742440.875000 Penalty: 2835.367188
	Iteration 26Q: 3 clusters Score -742440.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -742465.125000 Penalty: 2835.367188
	Iteration 27Q: 3 clusters Score -742465.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -742489.562500 Penalty: 2835.367188
	Iteration 28Q: 3 clusters Score -742489.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -742506.687500 Penalty: 2835.367188
	Iteration 29Q: 3 clusters Score -742506.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -742518.437500 Penalty: 2835.367188
	Iteration 30Q: 3 clusters Score -742518.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -742522.187500 Penalty: 2835.367188
	Iteration 31Q: 3 clusters Score -742522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -742525.375000 Penalty: 2835.367188
	Iteration 32Q: 3 clusters Score -742525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -742525.812500 Penalty: 2835.367188
	Iteration 33Q: 3 clusters Score -742525.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -742529.187500 Penalty: 2835.367188
	Iteration 34Q: 3 clusters Score -742529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -742529.375000 Penalty: 2835.367188
	Iteration 35Q: 3 clusters Score -742529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -742530.750000 Penalty: 2835.367188
	Iteration 36Q: 3 clusters Score -742530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -742531.187500 Penalty: 2835.367188
	Iteration 37Q: 3 clusters Score -742531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -742531.437500 Penalty: 2835.367188
	Iteration 38Q: 3 clusters Score -742531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -742531.625000 Penalty: 2835.367188
	Iteration 39Q: 3 clusters Score -742531.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -742532.750000 Penalty: 2835.367188
	Iteration 40F: 3 clusters Score -742532.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -742535.187500 Penalty: 2835.367188
	Iteration 41Q: 3 clusters Score -742535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -742538.062500 Penalty: 2835.367188
	Iteration 42Q: 3 clusters Score -742538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -742538.500000 Penalty: 2835.367188
	Iteration 43Q: 3 clusters Score -742538.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -742538.500000 Penalty: 2835.367188
	Iteration 44F: 3 clusters Score -742538.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Entering Unmasked Estep 
Score: -1130271.875000 Penalty: 1483.888428
	Iteration 0F: 2 clusters Score -1130272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1123579.250000 Penalty: 2967.776855
	Iteration 0F: 3 clusters Score -1123579 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1125699.500000 Penalty: 2967.776855
	Iteration 1F: 3 clusters Score -1125700 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1125926.125000 Penalty: 2967.776855
	Iteration 2F: 3 clusters Score -1125926 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1126077.125000 Penalty: 2967.776855
	Iteration 3Q: 3 clusters Score -1126077 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1126202.625000 Penalty: 2967.776855
	Iteration 4Q: 3 clusters Score -1126203 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1126338.625000 Penalty: 2967.776855
	Iteration 5Q: 3 clusters Score -1126339 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1126503.375000 Penalty: 2967.776855
	Iteration 6Q: 3 clusters Score -1126503 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1126703.125000 Penalty: 2967.776855
	Iteration 7Q: 3 clusters Score -1126703 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1126956.375000 Penalty: 2967.776855
	Iteration 8Q: 3 clusters Score -1126956 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1127273.125000 Penalty: 2967.776855
	Iteration 9Q: 3 clusters Score -1127273 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1127611.500000 Penalty: 2967.776855
	Iteration 10Q: 3 clusters Score -1127612 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1127935.250000 Penalty: 2967.776855
	Iteration 11Q: 3 clusters Score -1127935 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1128251.500000 Penalty: 2967.776855
	Iteration 12Q: 3 clusters Score -1128252 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1128488.125000 Penalty: 2967.776855
	Iteration 13Q: 3 clusters Score -1128488 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1128640.125000 Penalty: 2967.776855
	Iteration 14Q: 3 clusters Score -1128640 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1128743.000000 Penalty: 2967.776855
	Iteration 15Q: 3 clusters Score -1128743 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1128811.625000 Penalty: 2967.776855
	Iteration 16Q: 3 clusters Score -1128812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1128860.000000 Penalty: 2967.776855
	Iteration 17Q: 3 clusters Score -1128860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1128897.375000 Penalty: 2967.776855
	Iteration 18Q: 3 clusters Score -1128897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1128922.625000 Penalty: 2967.776855
	Iteration 19Q: 3 clusters Score -1128923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1128941.375000 Penalty: 2967.776855
	Iteration 20F: 3 clusters Score -1128941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1128954.500000 Penalty: 2967.776855
	Iteration 21Q: 3 clusters Score -1128954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1128965.750000 Penalty: 2967.776855
	Iteration 22Q: 3 clusters Score -1128966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1128972.625000 Penalty: 2967.776855
	Iteration 23Q: 3 clusters Score -1128973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1128975.625000 Penalty: 2967.776855
	Iteration 24Q: 3 clusters Score -1128976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1128978.375000 Penalty: 2967.776855
	Iteration 25Q: 3 clusters Score -1128978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1128982.875000 Penalty: 2967.776855
	Iteration 26Q: 3 clusters Score -1128983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1128984.625000 Penalty: 2967.776855
	Iteration 27Q: 3 clusters Score -1128985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1128986.000000 Penalty: 2967.776855
	Iteration 28Q: 3 clusters Score -1128986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1128987.750000 Penalty: 2967.776855
	Iteration 29Q: 3 clusters Score -1128988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1128991.625000 Penalty: 2967.776855
	Iteration 30Q: 3 clusters Score -1128992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1128994.875000 Penalty: 2967.776855
	Iteration 31Q: 3 clusters Score -1128995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1129001.750000 Penalty: 2967.776855
	Iteration 32Q: 3 clusters Score -1129002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1129001.875000 Penalty: 2967.776855
	Iteration 33Q: 3 clusters Score -1129002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1129004.500000 Penalty: 2967.776855
	Iteration 34Q: 3 clusters Score -1129004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1129005.500000 Penalty: 2967.776855
	Iteration 35Q: 3 clusters Score -1129006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1129006.625000 Penalty: 2967.776855
	Iteration 36Q: 3 clusters Score -1129007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1129008.125000 Penalty: 2967.776855
	Iteration 37Q: 3 clusters Score -1129008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1129009.000000 Penalty: 2967.776855
	Iteration 38Q: 3 clusters Score -1129009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1129009.000000 Penalty: 2967.776855
	Iteration 39F: 3 clusters Score -1129009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32422.121094 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -32422.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31562.994141 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -31562.99 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31809.658203 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -31809.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31989.583984 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -31989.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -32117.166016 Penalty: 1890.561035
	Iteration 3F: 3 clusters Score -32117.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32173.171875 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -32173.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -32209.156250 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -32209.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -32319.597656 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -32319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32392.568359 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -32392.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -32447.398438 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -32447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32471.755859 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -32471.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32474.496094 Penalty: 1890.561035
	Iteration 10Q: 3 clusters Score -32474.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32480.753906 Penalty: 1890.561035
	Iteration 11Q: 3 clusters Score -32480.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32484.111328 Penalty: 1890.561035
	Iteration 12Q: 3 clusters Score -32484.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32484.111328 Penalty: 1890.561035
	Iteration 13F: 3 clusters Score -32484.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 95064 members 
Mstep: Class 4 contains 78853 members 
Mstep: Class 5 contains 88070 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28797 members 
Mstep: Class 11 contains 97028 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10776 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89959 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79263 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86784 members 
Mstep: Class 24 contains 25620 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 227 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 109 members 
Entering Unmasked Estep 
Score: -102248128.000000 Penalty: 70941.500000
Splitting cluster 29 changes total score from -102249464.000000 to -102248128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -10104.012695 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -10104.01 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 88 members 
Entering Unmasked Estep 
Score: -9478.365234 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -9478.365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9612.670898 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -9612.671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9629.672852 Penalty: 1693.083008
	Iteration 2Q: 3 clusters Score -9629.673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9648.238281 Penalty: 1693.083008
	Iteration 3Q: 3 clusters Score -9648.238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9649.132812 Penalty: 1693.083008
	Iteration 4Q: 3 clusters Score -9649.133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9649.132812 Penalty: 1693.083008
	Iteration 5F: 3 clusters Score -9649.133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -52882.988281 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -52882.99 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 273 members 
Entering Unmasked Estep 
Score: -51942.042969 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -51942.04 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52325.839844 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -52325.84 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52683.574219 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -52683.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52894.398438 Penalty: 2049.539551
	Iteration 3F: 3 clusters Score -52894.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52974.222656 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -52974.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53042.683594 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -53042.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53088.164062 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -53088.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53094.609375 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -53094.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53098.410156 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -53098.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53100.792969 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -53100.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53103.109375 Penalty: 2049.539551
	Iteration 10Q: 3 clusters Score -53103.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53104.429688 Penalty: 2049.539551
	Iteration 11Q: 3 clusters Score -53104.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53104.429688 Penalty: 2049.539551
	Iteration 12F: 3 clusters Score -53104.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 95064 members 
Mstep: Class 4 contains 78853 members 
Mstep: Class 5 contains 88070 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28797 members 
Mstep: Class 11 contains 97028 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10776 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89959 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79263 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86784 members 
Mstep: Class 24 contains 25620 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 239 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
Score: -102248384.000000 Penalty: 70941.500000
Splitting cluster 31 changes total score from -102249464.000000 to -102248384.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 95064 members 
Mstep: Class 4 contains 78853 members 
Mstep: Class 5 contains 88070 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28797 members 
Mstep: Class 11 contains 97028 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10776 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89959 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79263 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86784 members 
Mstep: Class 24 contains 25620 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249368.000000 Penalty: 68724.578125
Iteration 199Q: 32 clusters Score -1.022494e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 7115 members 
Mstep: Class 3 contains 95066 members 
Mstep: Class 4 contains 78884 members 
Mstep: Class 5 contains 88081 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28782 members 
Mstep: Class 11 contains 97029 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10783 members 
Mstep: Class 14 contains 9041 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89938 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79263 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86764 members 
Mstep: Class 24 contains 25619 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249496.000000 Penalty: 68724.578125
Iteration 200F: 32 clusters Score -1.022495e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 95068 members 
Mstep: Class 4 contains 78899 members 
Mstep: Class 5 contains 88079 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28773 members 
Mstep: Class 11 contains 97023 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10787 members 
Mstep: Class 14 contains 9041 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89945 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79271 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86745 members 
Mstep: Class 24 contains 25619 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 9242 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249632.000000 Penalty: 68724.578125
Iteration 201Q: 32 clusters Score -1.022496e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 95067 members 
Mstep: Class 4 contains 78901 members 
Mstep: Class 5 contains 88083 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28766 members 
Mstep: Class 11 contains 97034 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10793 members 
Mstep: Class 14 contains 9040 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89950 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79277 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86717 members 
Mstep: Class 24 contains 25614 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6151 members 
Mstep: Class 28 contains 9242 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249664.000000 Penalty: 68724.578125
Iteration 202Q: 32 clusters Score -1.022497e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 7119 members 
Mstep: Class 3 contains 95069 members 
Mstep: Class 4 contains 78904 members 
Mstep: Class 5 contains 88086 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28753 members 
Mstep: Class 11 contains 97041 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10800 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89950 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 79290 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86701 members 
Mstep: Class 24 contains 25611 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2631 members 
Mstep: Class 27 contains 6153 members 
Mstep: Class 28 contains 9241 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249600.000000 Penalty: 68724.578125
Iteration 203Q: 32 clusters Score -1.022496e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 95072 members 
Mstep: Class 4 contains 78923 members 
Mstep: Class 5 contains 88088 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28746 members 
Mstep: Class 11 contains 97052 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10804 members 
Mstep: Class 14 contains 9036 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89956 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79287 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86666 members 
Mstep: Class 24 contains 25611 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9239 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249640.000000 Penalty: 68724.578125
Iteration 204Q: 32 clusters Score -1.022496e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 7128 members 
Mstep: Class 3 contains 95071 members 
Mstep: Class 4 contains 78945 members 
Mstep: Class 5 contains 88082 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28737 members 
Mstep: Class 11 contains 97060 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10805 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89964 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79296 members 
Mstep: Class 19 contains 5364 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86629 members 
Mstep: Class 24 contains 25607 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9238 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249504.000000 Penalty: 68724.578125
Iteration 205Q: 32 clusters Score -1.022495e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 95067 members 
Mstep: Class 4 contains 78945 members 
Mstep: Class 5 contains 88081 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28728 members 
Mstep: Class 11 contains 97063 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10806 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 89989 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 79305 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86590 members 
Mstep: Class 24 contains 25606 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9238 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249568.000000 Penalty: 68724.578125
Iteration 206Q: 32 clusters Score -1.022496e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 95062 members 
Mstep: Class 4 contains 78948 members 
Mstep: Class 5 contains 88086 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28721 members 
Mstep: Class 11 contains 97063 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10807 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 90007 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 79312 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86555 members 
Mstep: Class 24 contains 25605 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9240 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249696.000000 Penalty: 68724.578125
Iteration 207Q: 32 clusters Score -1.022497e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 7138 members 
Mstep: Class 3 contains 95062 members 
Mstep: Class 4 contains 78958 members 
Mstep: Class 5 contains 88086 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28714 members 
Mstep: Class 11 contains 97061 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10807 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 90032 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 79322 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86505 members 
Mstep: Class 24 contains 25603 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9240 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249640.000000 Penalty: 68724.578125
Iteration 208Q: 32 clusters Score -1.022496e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 7140 members 
Mstep: Class 3 contains 95060 members 
Mstep: Class 4 contains 78964 members 
Mstep: Class 5 contains 88081 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28703 members 
Mstep: Class 11 contains 97074 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10807 members 
Mstep: Class 14 contains 9036 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 90064 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 79330 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86462 members 
Mstep: Class 24 contains 25604 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9236 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249448.000000 Penalty: 68724.578125
Iteration 209Q: 32 clusters Score -1.022494e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 95061 members 
Mstep: Class 4 contains 78969 members 
Mstep: Class 5 contains 88087 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28702 members 
Mstep: Class 11 contains 97077 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10806 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90077 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 79336 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86424 members 
Mstep: Class 24 contains 25603 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9237 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249568.000000 Penalty: 68724.578125
Iteration 210Q: 32 clusters Score -1.022496e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 95059 members 
Mstep: Class 4 contains 78955 members 
Mstep: Class 5 contains 88090 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28697 members 
Mstep: Class 11 contains 97083 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10806 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90105 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79331 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86407 members 
Mstep: Class 24 contains 25599 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9236 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249456.000000 Penalty: 68724.578125
Iteration 211Q: 32 clusters Score -1.022495e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 95060 members 
Mstep: Class 4 contains 78941 members 
Mstep: Class 5 contains 88086 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28691 members 
Mstep: Class 11 contains 97101 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10806 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90126 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 79329 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86390 members 
Mstep: Class 24 contains 25600 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9236 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249440.000000 Penalty: 68724.578125
Iteration 212Q: 32 clusters Score -1.022494e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 95062 members 
Mstep: Class 4 contains 78931 members 
Mstep: Class 5 contains 88098 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28683 members 
Mstep: Class 11 contains 97104 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10808 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90138 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 79321 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86387 members 
Mstep: Class 24 contains 25600 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9237 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249384.000000 Penalty: 68724.578125
Iteration 213Q: 32 clusters Score -1.022494e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 95056 members 
Mstep: Class 4 contains 78915 members 
Mstep: Class 5 contains 88103 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28672 members 
Mstep: Class 11 contains 97103 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10814 members 
Mstep: Class 14 contains 9036 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90157 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 79315 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86386 members 
Mstep: Class 24 contains 25602 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9238 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249376.000000 Penalty: 68724.578125
Iteration 214Q: 32 clusters Score -1.022494e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 95051 members 
Mstep: Class 4 contains 78914 members 
Mstep: Class 5 contains 88108 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28663 members 
Mstep: Class 11 contains 97099 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10819 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90159 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 79319 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86386 members 
Mstep: Class 24 contains 25602 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9238 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249328.000000 Penalty: 68724.578125
Iteration 215Q: 32 clusters Score -1.022493e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 95047 members 
Mstep: Class 4 contains 78909 members 
Mstep: Class 5 contains 88123 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28654 members 
Mstep: Class 11 contains 97098 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10823 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90157 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 79310 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86386 members 
Mstep: Class 24 contains 25605 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9238 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249384.000000 Penalty: 68724.578125
Iteration 216Q: 32 clusters Score -1.022494e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 95049 members 
Mstep: Class 4 contains 78898 members 
Mstep: Class 5 contains 88128 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28639 members 
Mstep: Class 11 contains 97095 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90162 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 79309 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86389 members 
Mstep: Class 24 contains 25604 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9237 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249400.000000 Penalty: 68724.578125
Iteration 217Q: 32 clusters Score -1.022494e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 95050 members 
Mstep: Class 4 contains 78890 members 
Mstep: Class 5 contains 88134 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28626 members 
Mstep: Class 11 contains 97095 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10841 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90172 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79300 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86391 members 
Mstep: Class 24 contains 25604 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9236 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249240.000000 Penalty: 68724.578125
Iteration 218Q: 32 clusters Score -1.022492e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 95052 members 
Mstep: Class 4 contains 78887 members 
Mstep: Class 5 contains 88147 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28619 members 
Mstep: Class 11 contains 97093 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10846 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90175 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79291 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86392 members 
Mstep: Class 24 contains 25601 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9236 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249256.000000 Penalty: 68724.578125
Iteration 219Q: 32 clusters Score -1.022493e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 95061 members 
Mstep: Class 4 contains 78874 members 
Mstep: Class 5 contains 88167 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28612 members 
Mstep: Class 11 contains 97099 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90180 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79270 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86391 members 
Mstep: Class 24 contains 25597 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9240 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249184.000000 Penalty: 68724.578125
Iteration 220F: 32 clusters Score -1.022492e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 95074 members 
Mstep: Class 4 contains 78869 members 
Mstep: Class 5 contains 88178 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28603 members 
Mstep: Class 11 contains 97113 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90175 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79261 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86387 members 
Mstep: Class 24 contains 25595 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9239 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249216.000000 Penalty: 68724.578125
Iteration 221Q: 32 clusters Score -1.022492e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 95084 members 
Mstep: Class 4 contains 78863 members 
Mstep: Class 5 contains 88192 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28594 members 
Mstep: Class 11 contains 97121 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90164 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79259 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86390 members 
Mstep: Class 24 contains 25594 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9237 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249160.000000 Penalty: 68724.578125
Iteration 222Q: 32 clusters Score -1.022492e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 7154 members 
Mstep: Class 3 contains 95097 members 
Mstep: Class 4 contains 78864 members 
Mstep: Class 5 contains 88197 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28590 members 
Mstep: Class 11 contains 97137 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90161 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79250 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86386 members 
Mstep: Class 24 contains 25586 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9236 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249144.000000 Penalty: 68724.578125
Iteration 223Q: 32 clusters Score -1.022491e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 95109 members 
Mstep: Class 4 contains 78865 members 
Mstep: Class 5 contains 88209 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28580 members 
Mstep: Class 11 contains 97143 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10868 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90161 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79231 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86393 members 
Mstep: Class 24 contains 25582 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9236 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249056.000000 Penalty: 68724.578125
Iteration 224Q: 32 clusters Score -1.022491e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 7158 members 
Mstep: Class 3 contains 95112 members 
Mstep: Class 4 contains 78865 members 
Mstep: Class 5 contains 88223 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28572 members 
Mstep: Class 11 contains 97144 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90159 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 79217 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86389 members 
Mstep: Class 24 contains 25581 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9236 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249048.000000 Penalty: 68724.578125
Iteration 225Q: 32 clusters Score -1.02249e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 95120 members 
Mstep: Class 4 contains 78872 members 
Mstep: Class 5 contains 88241 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28568 members 
Mstep: Class 11 contains 97143 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10876 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90160 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79196 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86384 members 
Mstep: Class 24 contains 25578 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9236 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249000.000000 Penalty: 68724.578125
Iteration 226Q: 32 clusters Score -1.02249e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 95121 members 
Mstep: Class 4 contains 78893 members 
Mstep: Class 5 contains 88243 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28565 members 
Mstep: Class 11 contains 97139 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10878 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90156 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79196 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86376 members 
Mstep: Class 24 contains 25574 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9234 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249000.000000 Penalty: 68724.578125
Iteration 227Q: 32 clusters Score -1.02249e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 95118 members 
Mstep: Class 4 contains 78899 members 
Mstep: Class 5 contains 88246 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28562 members 
Mstep: Class 11 contains 97144 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10878 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90161 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79190 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86365 members 
Mstep: Class 24 contains 25572 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9232 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248976.000000 Penalty: 68724.578125
Iteration 228Q: 32 clusters Score -1.02249e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 95125 members 
Mstep: Class 4 contains 78901 members 
Mstep: Class 5 contains 88245 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28556 members 
Mstep: Class 11 contains 97151 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10880 members 
Mstep: Class 14 contains 9032 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90162 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79191 members 
Mstep: Class 19 contains 5369 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86365 members 
Mstep: Class 24 contains 25571 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9226 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248952.000000 Penalty: 68724.578125
Iteration 229Q: 32 clusters Score -1.02249e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 95130 members 
Mstep: Class 4 contains 78913 members 
Mstep: Class 5 contains 88243 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28552 members 
Mstep: Class 11 contains 97151 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 90165 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79185 members 
Mstep: Class 19 contains 5371 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86357 members 
Mstep: Class 24 contains 25570 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9224 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248976.000000 Penalty: 68724.578125
Iteration 230Q: 32 clusters Score -1.02249e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 95133 members 
Mstep: Class 4 contains 78929 members 
Mstep: Class 5 contains 88237 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28545 members 
Mstep: Class 11 contains 97149 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10886 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 90163 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 79183 members 
Mstep: Class 19 contains 5373 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86351 members 
Mstep: Class 24 contains 25572 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9224 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248960.000000 Penalty: 68724.578125
Iteration 231Q: 32 clusters Score -1.02249e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95132 members 
Mstep: Class 4 contains 78934 members 
Mstep: Class 5 contains 88244 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28540 members 
Mstep: Class 11 contains 97149 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10889 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 90158 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79177 members 
Mstep: Class 19 contains 5373 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86352 members 
Mstep: Class 24 contains 25571 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9224 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248976.000000 Penalty: 68724.578125
Iteration 232Q: 32 clusters Score -1.02249e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95128 members 
Mstep: Class 4 contains 78953 members 
Mstep: Class 5 contains 88238 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28533 members 
Mstep: Class 11 contains 97150 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10891 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 90154 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79182 members 
Mstep: Class 19 contains 5373 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86342 members 
Mstep: Class 24 contains 25571 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 9225 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248912.000000 Penalty: 68724.578125
Iteration 233Q: 32 clusters Score -1.022489e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95130 members 
Mstep: Class 4 contains 78964 members 
Mstep: Class 5 contains 88242 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28521 members 
Mstep: Class 11 contains 97154 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10897 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 90154 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79173 members 
Mstep: Class 19 contains 5373 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86335 members 
Mstep: Class 24 contains 25571 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248968.000000 Penalty: 68724.578125
Iteration 234Q: 32 clusters Score -1.02249e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95129 members 
Mstep: Class 4 contains 78978 members 
Mstep: Class 5 contains 88244 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28514 members 
Mstep: Class 11 contains 97150 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10897 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 90159 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79166 members 
Mstep: Class 19 contains 5373 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86334 members 
Mstep: Class 24 contains 25570 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248968.000000 Penalty: 68724.578125
Iteration 235Q: 32 clusters Score -1.02249e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95127 members 
Mstep: Class 4 contains 78995 members 
Mstep: Class 5 contains 88233 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28507 members 
Mstep: Class 11 contains 97154 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10900 members 
Mstep: Class 14 contains 9032 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 90160 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79170 members 
Mstep: Class 19 contains 5373 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86324 members 
Mstep: Class 24 contains 25570 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249056.000000 Penalty: 68724.578125
Iteration 236Q: 32 clusters Score -1.022491e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95130 members 
Mstep: Class 4 contains 79020 members 
Mstep: Class 5 contains 88222 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28496 members 
Mstep: Class 11 contains 97158 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10905 members 
Mstep: Class 14 contains 9029 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90156 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79174 members 
Mstep: Class 19 contains 5373 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 86310 members 
Mstep: Class 24 contains 25573 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9228 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249040.000000 Penalty: 68724.578125
Iteration 237Q: 32 clusters Score -1.02249e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95127 members 
Mstep: Class 4 contains 79044 members 
Mstep: Class 5 contains 88209 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28490 members 
Mstep: Class 11 contains 97150 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10911 members 
Mstep: Class 14 contains 9028 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90159 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79185 members 
Mstep: Class 19 contains 5374 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86294 members 
Mstep: Class 24 contains 25575 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249008.000000 Penalty: 68724.578125
Iteration 238Q: 32 clusters Score -1.02249e+08 nChanged 125
Entering ConstructFrom: 
Score: -102249008.000000 Penalty: 68724.578125
Entering ConstructFrom: 
Trying to split cluster 1 (96676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Entering Unmasked Estep 
Score: -12118528.000000 Penalty: 1865.357056
	Iteration 0F: 2 clusters Score -1.211853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -12057378.000000 Penalty: 3730.714111
	Iteration 0F: 3 clusters Score -1.205738e+07 nChanged 46001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -12083492.000000 Penalty: 3730.714111
	Iteration 1F: 3 clusters Score -1.208349e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -12084145.000000 Penalty: 3730.714111
	Iteration 2Q: 3 clusters Score -1.208414e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -12084873.000000 Penalty: 3730.714111
	Iteration 3Q: 3 clusters Score -1.208487e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -12085884.000000 Penalty: 3730.714111
	Iteration 4Q: 3 clusters Score -1.208588e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -12087388.000000 Penalty: 3730.714111
	Iteration 5Q: 3 clusters Score -1.208739e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -12089837.000000 Penalty: 3730.714111
	Iteration 6Q: 3 clusters Score -1.208984e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -12093792.000000 Penalty: 3730.714111
	Iteration 7F: 3 clusters Score -1.209379e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -12099196.000000 Penalty: 3730.714111
	Iteration 8F: 3 clusters Score -1.20992e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -12104685.000000 Penalty: 3730.714111
	Iteration 9F: 3 clusters Score -1.210468e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -12108429.000000 Penalty: 3730.714111
	Iteration 10F: 3 clusters Score -1.210843e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -12110180.000000 Penalty: 3730.714111
	Iteration 11Q: 3 clusters Score -1.211018e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -12111149.000000 Penalty: 3730.714111
	Iteration 12Q: 3 clusters Score -1.211115e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -12111890.000000 Penalty: 3730.714111
	Iteration 13Q: 3 clusters Score -1.211189e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -12112702.000000 Penalty: 3730.714111
	Iteration 14Q: 3 clusters Score -1.21127e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -12113373.000000 Penalty: 3730.714111
	Iteration 15Q: 3 clusters Score -1.211337e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -12114103.000000 Penalty: 3730.714111
	Iteration 16Q: 3 clusters Score -1.21141e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -12114744.000000 Penalty: 3730.714111
	Iteration 17Q: 3 clusters Score -1.211474e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -12115203.000000 Penalty: 3730.714111
	Iteration 18Q: 3 clusters Score -1.21152e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -12115529.000000 Penalty: 3730.714111
	Iteration 19Q: 3 clusters Score -1.211553e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -12115815.000000 Penalty: 3730.714111
	Iteration 20F: 3 clusters Score -1.211582e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -12115975.000000 Penalty: 3730.714111
	Iteration 21Q: 3 clusters Score -1.211598e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -12116109.000000 Penalty: 3730.714111
	Iteration 22Q: 3 clusters Score -1.211611e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -12116200.000000 Penalty: 3730.714111
	Iteration 23Q: 3 clusters Score -1.21162e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -12116230.000000 Penalty: 3730.714111
	Iteration 24Q: 3 clusters Score -1.211623e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -12116238.000000 Penalty: 3730.714111
	Iteration 25Q: 3 clusters Score -1.211624e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -12116293.000000 Penalty: 3730.714111
	Iteration 26Q: 3 clusters Score -1.211629e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -12116314.000000 Penalty: 3730.714111
	Iteration 27Q: 3 clusters Score -1.211631e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -12116329.000000 Penalty: 3730.714111
	Iteration 28Q: 3 clusters Score -1.211633e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -12116356.000000 Penalty: 3730.714111
	Iteration 29Q: 3 clusters Score -1.211636e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -12116405.000000 Penalty: 3730.714111
	Iteration 30Q: 3 clusters Score -1.21164e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -12116421.000000 Penalty: 3730.714111
	Iteration 31Q: 3 clusters Score -1.211642e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -12116447.000000 Penalty: 3730.714111
	Iteration 32Q: 3 clusters Score -1.211645e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -12116465.000000 Penalty: 3730.714111
	Iteration 33Q: 3 clusters Score -1.211646e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -12116486.000000 Penalty: 3730.714111
	Iteration 34Q: 3 clusters Score -1.211649e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -12116474.000000 Penalty: 3730.714111
	Iteration 35Q: 3 clusters Score -1.211647e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -12116499.000000 Penalty: 3730.714111
	Iteration 36Q: 3 clusters Score -1.21165e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -12116521.000000 Penalty: 3730.714111
	Iteration 37Q: 3 clusters Score -1.211652e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -12116523.000000 Penalty: 3730.714111
	Iteration 38Q: 3 clusters Score -1.211652e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -12116526.000000 Penalty: 3730.714111
	Iteration 39Q: 3 clusters Score -1.211653e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -12116540.000000 Penalty: 3730.714111
	Iteration 40F: 3 clusters Score -1.211654e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -12116572.000000 Penalty: 3730.714111
	Iteration 41Q: 3 clusters Score -1.211657e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -12116594.000000 Penalty: 3730.714111
	Iteration 42Q: 3 clusters Score -1.211659e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -12116604.000000 Penalty: 3730.714111
	Iteration 43Q: 3 clusters Score -1.21166e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -12116596.000000 Penalty: 3730.714111
	Iteration 44Q: 3 clusters Score -1.21166e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70042 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -12116605.000000 Penalty: 3730.714111
	Iteration 45Q: 3 clusters Score -1.21166e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -12116607.000000 Penalty: 3730.714111
	Iteration 46Q: 3 clusters Score -1.211661e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -12116626.000000 Penalty: 3730.714111
	Iteration 47Q: 3 clusters Score -1.211663e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -12116646.000000 Penalty: 3730.714111
	Iteration 48Q: 3 clusters Score -1.211665e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -12116681.000000 Penalty: 3730.714111
	Iteration 49Q: 3 clusters Score -1.211668e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -12116655.000000 Penalty: 3730.714111
	Iteration 50Q: 3 clusters Score -1.211666e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -12116669.000000 Penalty: 3730.714111
	Iteration 51Q: 3 clusters Score -1.211667e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -12116674.000000 Penalty: 3730.714111
	Iteration 52Q: 3 clusters Score -1.211667e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -12116670.000000 Penalty: 3730.714111
	Iteration 53Q: 3 clusters Score -1.211667e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -12116641.000000 Penalty: 3730.714111
	Iteration 54Q: 3 clusters Score -1.211664e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -12116612.000000 Penalty: 3730.714111
	Iteration 55Q: 3 clusters Score -1.211661e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -12116620.000000 Penalty: 3730.714111
	Iteration 56Q: 3 clusters Score -1.211662e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -12116616.000000 Penalty: 3730.714111
	Iteration 57Q: 3 clusters Score -1.211662e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -12116597.000000 Penalty: 3730.714111
	Iteration 58Q: 3 clusters Score -1.21166e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -12116598.000000 Penalty: 3730.714111
	Iteration 59Q: 3 clusters Score -1.21166e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -12116617.000000 Penalty: 3730.714111
	Iteration 60F: 3 clusters Score -1.211662e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -12116630.000000 Penalty: 3730.714111
	Iteration 61Q: 3 clusters Score -1.211663e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -12116594.000000 Penalty: 3730.714111
	Iteration 62Q: 3 clusters Score -1.211659e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -12116629.000000 Penalty: 3730.714111
	Iteration 63Q: 3 clusters Score -1.211663e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -12116622.000000 Penalty: 3730.714111
	Iteration 64Q: 3 clusters Score -1.211662e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72457 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -12116588.000000 Penalty: 3730.714111
	Iteration 65Q: 3 clusters Score -1.211659e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72578 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -12116610.000000 Penalty: 3730.714111
	Iteration 66Q: 3 clusters Score -1.211661e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -12116634.000000 Penalty: 3730.714111
	Iteration 67Q: 3 clusters Score -1.211663e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -12116651.000000 Penalty: 3730.714111
	Iteration 68Q: 3 clusters Score -1.211665e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -12116648.000000 Penalty: 3730.714111
	Iteration 69Q: 3 clusters Score -1.211665e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -12116639.000000 Penalty: 3730.714111
	Iteration 70Q: 3 clusters Score -1.211664e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -12116660.000000 Penalty: 3730.714111
	Iteration 71Q: 3 clusters Score -1.211666e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -12116681.000000 Penalty: 3730.714111
	Iteration 72Q: 3 clusters Score -1.211668e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -12116705.000000 Penalty: 3730.714111
	Iteration 73Q: 3 clusters Score -1.21167e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -12116704.000000 Penalty: 3730.714111
	Iteration 74Q: 3 clusters Score -1.21167e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -12116746.000000 Penalty: 3730.714111
	Iteration 75Q: 3 clusters Score -1.211675e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -12116739.000000 Penalty: 3730.714111
	Iteration 76Q: 3 clusters Score -1.211674e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -12116719.000000 Penalty: 3730.714111
	Iteration 77Q: 3 clusters Score -1.211672e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -12116734.000000 Penalty: 3730.714111
	Iteration 78Q: 3 clusters Score -1.211673e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -12116714.000000 Penalty: 3730.714111
	Iteration 79Q: 3 clusters Score -1.211671e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -12116734.000000 Penalty: 3730.714111
	Iteration 80F: 3 clusters Score -1.211673e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -12116715.000000 Penalty: 3730.714111
	Iteration 81Q: 3 clusters Score -1.211672e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -12116749.000000 Penalty: 3730.714111
	Iteration 82Q: 3 clusters Score -1.211675e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -12116727.000000 Penalty: 3730.714111
	Iteration 83Q: 3 clusters Score -1.211673e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -12116764.000000 Penalty: 3730.714111
	Iteration 84Q: 3 clusters Score -1.211676e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -12116795.000000 Penalty: 3730.714111
	Iteration 85Q: 3 clusters Score -1.21168e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -12116792.000000 Penalty: 3730.714111
	Iteration 86Q: 3 clusters Score -1.211679e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -12116834.000000 Penalty: 3730.714111
	Iteration 87Q: 3 clusters Score -1.211683e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76014 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -12116813.000000 Penalty: 3730.714111
	Iteration 88Q: 3 clusters Score -1.211681e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -12116846.000000 Penalty: 3730.714111
	Iteration 89Q: 3 clusters Score -1.211685e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76500 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -12116833.000000 Penalty: 3730.714111
	Iteration 90Q: 3 clusters Score -1.211683e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -12116897.000000 Penalty: 3730.714111
	Iteration 91Q: 3 clusters Score -1.21169e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -12116904.000000 Penalty: 3730.714111
	Iteration 92Q: 3 clusters Score -1.21169e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77316 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -12116884.000000 Penalty: 3730.714111
	Iteration 93Q: 3 clusters Score -1.211688e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -12116929.000000 Penalty: 3730.714111
	Iteration 94Q: 3 clusters Score -1.211693e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -12116899.000000 Penalty: 3730.714111
	Iteration 95Q: 3 clusters Score -1.21169e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -12116870.000000 Penalty: 3730.714111
	Iteration 96Q: 3 clusters Score -1.211687e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -12116828.000000 Penalty: 3730.714111
	Iteration 97Q: 3 clusters Score -1.211683e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -12116791.000000 Penalty: 3730.714111
	Iteration 98Q: 3 clusters Score -1.211679e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -12116843.000000 Penalty: 3730.714111
	Iteration 99Q: 3 clusters Score -1.211684e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -12116855.000000 Penalty: 3730.714111
	Iteration 100F: 3 clusters Score -1.211686e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -12116857.000000 Penalty: 3730.714111
	Iteration 101Q: 3 clusters Score -1.211686e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -12116887.000000 Penalty: 3730.714111
	Iteration 102Q: 3 clusters Score -1.211689e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -12116856.000000 Penalty: 3730.714111
	Iteration 103Q: 3 clusters Score -1.211686e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -12116856.000000 Penalty: 3730.714111
	Iteration 104Q: 3 clusters Score -1.211686e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -12117129.000000 Penalty: 3730.714111
	Iteration 105Q: 3 clusters Score -1.211713e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -12117392.000000 Penalty: 3730.714111
	Iteration 106Q: 3 clusters Score -1.211739e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82507 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -12117622.000000 Penalty: 3730.714111
	Iteration 107Q: 3 clusters Score -1.211762e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -12117941.000000 Penalty: 3730.714111
	Iteration 108Q: 3 clusters Score -1.211794e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -12118148.000000 Penalty: 3730.714111
	Iteration 109Q: 3 clusters Score -1.211815e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -12118394.000000 Penalty: 3730.714111
	Iteration 110Q: 3 clusters Score -1.211839e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -12118608.000000 Penalty: 3730.714111
	Iteration 111Q: 3 clusters Score -1.211861e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -12118762.000000 Penalty: 3730.714111
	Iteration 112Q: 3 clusters Score -1.211876e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85406 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -12118913.000000 Penalty: 3730.714111
	Iteration 113Q: 3 clusters Score -1.211891e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -12119044.000000 Penalty: 3730.714111
	Iteration 114Q: 3 clusters Score -1.211904e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -12119093.000000 Penalty: 3730.714111
	Iteration 115Q: 3 clusters Score -1.211909e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -12119174.000000 Penalty: 3730.714111
	Iteration 116Q: 3 clusters Score -1.211917e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87421 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -12119266.000000 Penalty: 3730.714111
	Iteration 117Q: 3 clusters Score -1.211927e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -12119372.000000 Penalty: 3730.714111
	Iteration 118Q: 3 clusters Score -1.211937e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88369 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -12119394.000000 Penalty: 3730.714111
	Iteration 119Q: 3 clusters Score -1.211939e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -12119349.000000 Penalty: 3730.714111
	Iteration 120F: 3 clusters Score -1.211935e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -12119349.000000 Penalty: 3730.714111
	Iteration 121Q: 3 clusters Score -1.211935e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -12119277.000000 Penalty: 3730.714111
	Iteration 122Q: 3 clusters Score -1.211928e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -12119245.000000 Penalty: 3730.714111
	Iteration 123Q: 3 clusters Score -1.211924e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90162 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -12119189.000000 Penalty: 3730.714111
	Iteration 124Q: 3 clusters Score -1.211919e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90419 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -12119137.000000 Penalty: 3730.714111
	Iteration 125Q: 3 clusters Score -1.211914e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -12119104.000000 Penalty: 3730.714111
	Iteration 126Q: 3 clusters Score -1.21191e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -12119052.000000 Penalty: 3730.714111
	Iteration 127Q: 3 clusters Score -1.211905e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -12118986.000000 Penalty: 3730.714111
	Iteration 128Q: 3 clusters Score -1.211899e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -12118926.000000 Penalty: 3730.714111
	Iteration 129Q: 3 clusters Score -1.211893e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -12118850.000000 Penalty: 3730.714111
	Iteration 130Q: 3 clusters Score -1.211885e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -12118779.000000 Penalty: 3730.714111
	Iteration 131Q: 3 clusters Score -1.211878e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -12118755.000000 Penalty: 3730.714111
	Iteration 132Q: 3 clusters Score -1.211876e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -12118699.000000 Penalty: 3730.714111
	Iteration 133Q: 3 clusters Score -1.21187e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -12118651.000000 Penalty: 3730.714111
	Iteration 134Q: 3 clusters Score -1.211865e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -12118630.000000 Penalty: 3730.714111
	Iteration 135Q: 3 clusters Score -1.211863e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92387 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -12118590.000000 Penalty: 3730.714111
	Iteration 136Q: 3 clusters Score -1.211859e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -12118580.000000 Penalty: 3730.714111
	Iteration 137Q: 3 clusters Score -1.211858e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -12118570.000000 Penalty: 3730.714111
	Iteration 138Q: 3 clusters Score -1.211857e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -12118552.000000 Penalty: 3730.714111
	Iteration 139Q: 3 clusters Score -1.211855e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92809 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -12118528.000000 Penalty: 3730.714111
	Iteration 140F: 3 clusters Score -1.211853e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -12118501.000000 Penalty: 3730.714111
	Iteration 141Q: 3 clusters Score -1.21185e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -12118493.000000 Penalty: 3730.714111
	Iteration 142Q: 3 clusters Score -1.211849e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -12118458.000000 Penalty: 3730.714111
	Iteration 143Q: 3 clusters Score -1.211846e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -12118422.000000 Penalty: 3730.714111
	Iteration 144Q: 3 clusters Score -1.211842e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -12118368.000000 Penalty: 3730.714111
	Iteration 145Q: 3 clusters Score -1.211837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -12118347.000000 Penalty: 3730.714111
	Iteration 146Q: 3 clusters Score -1.211835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -12118346.000000 Penalty: 3730.714111
	Iteration 147Q: 3 clusters Score -1.211835e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -12118332.000000 Penalty: 3730.714111
	Iteration 148Q: 3 clusters Score -1.211833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -12118327.000000 Penalty: 3730.714111
	Iteration 149Q: 3 clusters Score -1.211833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -12118335.000000 Penalty: 3730.714111
	Iteration 150Q: 3 clusters Score -1.211834e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -12118330.000000 Penalty: 3730.714111
	Iteration 151Q: 3 clusters Score -1.211833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93283 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -12118336.000000 Penalty: 3730.714111
	Iteration 152Q: 3 clusters Score -1.211834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -12118332.000000 Penalty: 3730.714111
	Iteration 153Q: 3 clusters Score -1.211833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -12118311.000000 Penalty: 3730.714111
	Iteration 154Q: 3 clusters Score -1.211831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -12118310.000000 Penalty: 3730.714111
	Iteration 155Q: 3 clusters Score -1.211831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93366 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -12118299.000000 Penalty: 3730.714111
	Iteration 156Q: 3 clusters Score -1.21183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -12118278.000000 Penalty: 3730.714111
	Iteration 157Q: 3 clusters Score -1.211828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93405 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -12118278.000000 Penalty: 3730.714111
	Iteration 158Q: 3 clusters Score -1.211828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -12118271.000000 Penalty: 3730.714111
	Iteration 159Q: 3 clusters Score -1.211827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -12118261.000000 Penalty: 3730.714111
	Iteration 160F: 3 clusters Score -1.211826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -12118263.000000 Penalty: 3730.714111
	Iteration 161Q: 3 clusters Score -1.211826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -12118261.000000 Penalty: 3730.714111
	Iteration 162Q: 3 clusters Score -1.211826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -12118254.000000 Penalty: 3730.714111
	Iteration 163Q: 3 clusters Score -1.211825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93486 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -12118245.000000 Penalty: 3730.714111
	Iteration 164Q: 3 clusters Score -1.211824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93504 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -12118220.000000 Penalty: 3730.714111
	Iteration 165Q: 3 clusters Score -1.211822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -12118217.000000 Penalty: 3730.714111
	Iteration 166Q: 3 clusters Score -1.211822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93533 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -12118223.000000 Penalty: 3730.714111
	Iteration 167Q: 3 clusters Score -1.211822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93543 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -12118219.000000 Penalty: 3730.714111
	Iteration 168Q: 3 clusters Score -1.211822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -12118212.000000 Penalty: 3730.714111
	Iteration 169Q: 3 clusters Score -1.211821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -12118209.000000 Penalty: 3730.714111
	Iteration 170Q: 3 clusters Score -1.211821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -12118212.000000 Penalty: 3730.714111
	Iteration 171Q: 3 clusters Score -1.211821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -12118220.000000 Penalty: 3730.714111
	Iteration 172Q: 3 clusters Score -1.211822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -12118222.000000 Penalty: 3730.714111
	Iteration 173Q: 3 clusters Score -1.211822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -12118215.000000 Penalty: 3730.714111
	Iteration 174Q: 3 clusters Score -1.211822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -12118221.000000 Penalty: 3730.714111
	Iteration 175Q: 3 clusters Score -1.211822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -12118212.000000 Penalty: 3730.714111
	Iteration 176Q: 3 clusters Score -1.211821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -12118210.000000 Penalty: 3730.714111
	Iteration 177Q: 3 clusters Score -1.211821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -12118185.000000 Penalty: 3730.714111
	Iteration 178Q: 3 clusters Score -1.211818e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93772 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -12118172.000000 Penalty: 3730.714111
	Iteration 179Q: 3 clusters Score -1.211817e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93817 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -12118185.000000 Penalty: 3730.714111
	Iteration 180F: 3 clusters Score -1.211818e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93867 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -12118187.000000 Penalty: 3730.714111
	Iteration 181Q: 3 clusters Score -1.211819e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93915 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -12118151.000000 Penalty: 3730.714111
	Iteration 182Q: 3 clusters Score -1.211815e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -12118154.000000 Penalty: 3730.714111
	Iteration 183Q: 3 clusters Score -1.211815e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -12118112.000000 Penalty: 3730.714111
	Iteration 184Q: 3 clusters Score -1.211811e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94066 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12118105.000000 Penalty: 3730.714111
	Iteration 185Q: 3 clusters Score -1.21181e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -12118065.000000 Penalty: 3730.714111
	Iteration 186Q: 3 clusters Score -1.211806e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -12118049.000000 Penalty: 3730.714111
	Iteration 187Q: 3 clusters Score -1.211805e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12118052.000000 Penalty: 3730.714111
	Iteration 188Q: 3 clusters Score -1.211805e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -12118010.000000 Penalty: 3730.714111
	Iteration 189Q: 3 clusters Score -1.211801e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94309 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -12118007.000000 Penalty: 3730.714111
	Iteration 190Q: 3 clusters Score -1.211801e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -12117981.000000 Penalty: 3730.714111
	Iteration 191Q: 3 clusters Score -1.211798e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -12117972.000000 Penalty: 3730.714111
	Iteration 192Q: 3 clusters Score -1.211797e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -12117964.000000 Penalty: 3730.714111
	Iteration 193Q: 3 clusters Score -1.211796e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94471 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -12117988.000000 Penalty: 3730.714111
	Iteration 194Q: 3 clusters Score -1.211799e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -12117965.000000 Penalty: 3730.714111
	Iteration 195Q: 3 clusters Score -1.211796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94530 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -12117953.000000 Penalty: 3730.714111
	Iteration 196Q: 3 clusters Score -1.211795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94557 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -12117963.000000 Penalty: 3730.714111
	Iteration 197Q: 3 clusters Score -1.211796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -12117933.000000 Penalty: 3730.714111
	Iteration 198Q: 3 clusters Score -1.211793e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -12117923.000000 Penalty: 3730.714111
	Iteration 199Q: 3 clusters Score -1.211792e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -12117924.000000 Penalty: 3730.714111
	Iteration 200F: 3 clusters Score -1.211792e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -12117917.000000 Penalty: 3730.714111
	Iteration 201Q: 3 clusters Score -1.211792e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -12117907.000000 Penalty: 3730.714111
	Iteration 202Q: 3 clusters Score -1.211791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -12117888.000000 Penalty: 3730.714111
	Iteration 203Q: 3 clusters Score -1.211789e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94772 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -12117878.000000 Penalty: 3730.714111
	Iteration 204Q: 3 clusters Score -1.211788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12117857.000000 Penalty: 3730.714111
	Iteration 205Q: 3 clusters Score -1.211786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94816 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -12117843.000000 Penalty: 3730.714111
	Iteration 206Q: 3 clusters Score -1.211784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -12117835.000000 Penalty: 3730.714111
	Iteration 207Q: 3 clusters Score -1.211784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -12117829.000000 Penalty: 3730.714111
	Iteration 208Q: 3 clusters Score -1.211783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12117831.000000 Penalty: 3730.714111
	Iteration 209Q: 3 clusters Score -1.211783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -12117818.000000 Penalty: 3730.714111
	Iteration 210Q: 3 clusters Score -1.211782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94858 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -12117797.000000 Penalty: 3730.714111
	Iteration 211Q: 3 clusters Score -1.21178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -12117792.000000 Penalty: 3730.714111
	Iteration 212Q: 3 clusters Score -1.211779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -12117788.000000 Penalty: 3730.714111
	Iteration 213Q: 3 clusters Score -1.211779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94862 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -12117791.000000 Penalty: 3730.714111
	Iteration 214Q: 3 clusters Score -1.211779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -12117786.000000 Penalty: 3730.714111
	Iteration 215Q: 3 clusters Score -1.211779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -12117786.000000 Penalty: 3730.714111
	Iteration 216F: 3 clusters Score -1.211779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Entering Unmasked Estep 
Score: -876748.500000 Penalty: 1442.415771
	Iteration 0F: 2 clusters Score -876748.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -871370.437500 Penalty: 2884.831543
	Iteration 0F: 3 clusters Score -871370.4 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -873057.375000 Penalty: 2884.831543
	Iteration 1F: 3 clusters Score -873057.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -873327.750000 Penalty: 2884.831543
	Iteration 2F: 3 clusters Score -873327.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -873603.937500 Penalty: 2884.831543
	Iteration 3F: 3 clusters Score -873603.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -873946.312500 Penalty: 2884.831543
	Iteration 4F: 3 clusters Score -873946.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -874330.937500 Penalty: 2884.831543
	Iteration 5F: 3 clusters Score -874330.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -874712.437500 Penalty: 2884.831543
	Iteration 6F: 3 clusters Score -874712.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -875090.187500 Penalty: 2884.831543
	Iteration 7F: 3 clusters Score -875090.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -875400.000000 Penalty: 2884.831543
	Iteration 8F: 3 clusters Score -875400 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -875648.375000 Penalty: 2884.831543
	Iteration 9Q: 3 clusters Score -875648.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -875827.937500 Penalty: 2884.831543
	Iteration 10Q: 3 clusters Score -875827.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -875933.562500 Penalty: 2884.831543
	Iteration 11Q: 3 clusters Score -875933.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -875974.187500 Penalty: 2884.831543
	Iteration 12Q: 3 clusters Score -875974.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -875995.187500 Penalty: 2884.831543
	Iteration 13Q: 3 clusters Score -875995.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -876014.812500 Penalty: 2884.831543
	Iteration 14Q: 3 clusters Score -876014.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -876026.062500 Penalty: 2884.831543
	Iteration 15Q: 3 clusters Score -876026.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -876034.312500 Penalty: 2884.831543
	Iteration 16Q: 3 clusters Score -876034.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -876037.750000 Penalty: 2884.831543
	Iteration 17Q: 3 clusters Score -876037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -876038.250000 Penalty: 2884.831543
	Iteration 18Q: 3 clusters Score -876038.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -876044.062500 Penalty: 2884.831543
	Iteration 19Q: 3 clusters Score -876044.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -876042.875000 Penalty: 2884.831543
	Iteration 20F: 3 clusters Score -876042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -876043.687500 Penalty: 2884.831543
	Iteration 21Q: 3 clusters Score -876043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -876045.500000 Penalty: 2884.831543
	Iteration 22Q: 3 clusters Score -876045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -876046.687500 Penalty: 2884.831543
	Iteration 23Q: 3 clusters Score -876046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -876047.312500 Penalty: 2884.831543
	Iteration 24Q: 3 clusters Score -876047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -876049.000000 Penalty: 2884.831543
	Iteration 25Q: 3 clusters Score -876049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -876047.937500 Penalty: 2884.831543
	Iteration 26Q: 3 clusters Score -876047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -876047.625000 Penalty: 2884.831543
	Iteration 27Q: 3 clusters Score -876047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -876047.750000 Penalty: 2884.831543
	Iteration 28Q: 3 clusters Score -876047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -876048.625000 Penalty: 2884.831543
	Iteration 29Q: 3 clusters Score -876048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -876048.625000 Penalty: 2884.831543
	Iteration 30F: 3 clusters Score -876048.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (95129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95129 members 
Entering Unmasked Estep 
Score: -12021298.000000 Penalty: 1862.735718
	Iteration 0F: 2 clusters Score -1.20213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -11964282.000000 Penalty: 3725.471436
	Iteration 0F: 3 clusters Score -1.196428e+07 nChanged 45516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -11990408.000000 Penalty: 3725.471436
	Iteration 1F: 3 clusters Score -1.199041e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -11991075.000000 Penalty: 3725.471436
	Iteration 2Q: 3 clusters Score -1.199108e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -11992038.000000 Penalty: 3725.471436
	Iteration 3Q: 3 clusters Score -1.199204e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -11993135.000000 Penalty: 3725.471436
	Iteration 4Q: 3 clusters Score -1.199314e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -11994879.000000 Penalty: 3725.471436
	Iteration 5Q: 3 clusters Score -1.199488e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -11997308.000000 Penalty: 3725.471436
	Iteration 6F: 3 clusters Score -1.199731e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -12000650.000000 Penalty: 3725.471436
	Iteration 7F: 3 clusters Score -1.200065e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -12004580.000000 Penalty: 3725.471436
	Iteration 8F: 3 clusters Score -1.200458e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -12007965.000000 Penalty: 3725.471436
	Iteration 9F: 3 clusters Score -1.200796e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -12009789.000000 Penalty: 3725.471436
	Iteration 10Q: 3 clusters Score -1.200979e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -12010457.000000 Penalty: 3725.471436
	Iteration 11Q: 3 clusters Score -1.201046e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -12010707.000000 Penalty: 3725.471436
	Iteration 12Q: 3 clusters Score -1.201071e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -12011011.000000 Penalty: 3725.471436
	Iteration 13Q: 3 clusters Score -1.201101e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -12011346.000000 Penalty: 3725.471436
	Iteration 14Q: 3 clusters Score -1.201135e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -12011661.000000 Penalty: 3725.471436
	Iteration 15Q: 3 clusters Score -1.201166e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -12011967.000000 Penalty: 3725.471436
	Iteration 16Q: 3 clusters Score -1.201197e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -12012269.000000 Penalty: 3725.471436
	Iteration 17Q: 3 clusters Score -1.201227e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -12012615.000000 Penalty: 3725.471436
	Iteration 18Q: 3 clusters Score -1.201262e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -12013050.000000 Penalty: 3725.471436
	Iteration 19Q: 3 clusters Score -1.201305e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -12013531.000000 Penalty: 3725.471436
	Iteration 20F: 3 clusters Score -1.201353e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -12013950.000000 Penalty: 3725.471436
	Iteration 21Q: 3 clusters Score -1.201395e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -12014427.000000 Penalty: 3725.471436
	Iteration 22Q: 3 clusters Score -1.201443e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -12014849.000000 Penalty: 3725.471436
	Iteration 23Q: 3 clusters Score -1.201485e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -12015222.000000 Penalty: 3725.471436
	Iteration 24Q: 3 clusters Score -1.201522e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -12015590.000000 Penalty: 3725.471436
	Iteration 25Q: 3 clusters Score -1.201559e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -12015857.000000 Penalty: 3725.471436
	Iteration 26Q: 3 clusters Score -1.201586e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -12016077.000000 Penalty: 3725.471436
	Iteration 27Q: 3 clusters Score -1.201608e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -12016318.000000 Penalty: 3725.471436
	Iteration 28Q: 3 clusters Score -1.201632e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -12016466.000000 Penalty: 3725.471436
	Iteration 29Q: 3 clusters Score -1.201647e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -12016705.000000 Penalty: 3725.471436
	Iteration 30Q: 3 clusters Score -1.20167e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -12016913.000000 Penalty: 3725.471436
	Iteration 31Q: 3 clusters Score -1.201691e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -12017098.000000 Penalty: 3725.471436
	Iteration 32Q: 3 clusters Score -1.20171e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -12017260.000000 Penalty: 3725.471436
	Iteration 33Q: 3 clusters Score -1.201726e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -12017540.000000 Penalty: 3725.471436
	Iteration 34Q: 3 clusters Score -1.201754e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -12017702.000000 Penalty: 3725.471436
	Iteration 35Q: 3 clusters Score -1.20177e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -12017946.000000 Penalty: 3725.471436
	Iteration 36Q: 3 clusters Score -1.201795e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -12018087.000000 Penalty: 3725.471436
	Iteration 37Q: 3 clusters Score -1.201809e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -12018176.000000 Penalty: 3725.471436
	Iteration 38Q: 3 clusters Score -1.201818e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -12018357.000000 Penalty: 3725.471436
	Iteration 39Q: 3 clusters Score -1.201836e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -12018446.000000 Penalty: 3725.471436
	Iteration 40F: 3 clusters Score -1.201845e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -12018545.000000 Penalty: 3725.471436
	Iteration 41Q: 3 clusters Score -1.201854e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -12018641.000000 Penalty: 3725.471436
	Iteration 42Q: 3 clusters Score -1.201864e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -12018722.000000 Penalty: 3725.471436
	Iteration 43Q: 3 clusters Score -1.201872e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -12018789.000000 Penalty: 3725.471436
	Iteration 44Q: 3 clusters Score -1.201879e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -12018806.000000 Penalty: 3725.471436
	Iteration 45Q: 3 clusters Score -1.201881e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -12018789.000000 Penalty: 3725.471436
	Iteration 46Q: 3 clusters Score -1.201879e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -12018659.000000 Penalty: 3725.471436
	Iteration 47Q: 3 clusters Score -1.201866e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -12018576.000000 Penalty: 3725.471436
	Iteration 48Q: 3 clusters Score -1.201858e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -12018423.000000 Penalty: 3725.471436
	Iteration 49Q: 3 clusters Score -1.201842e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -12018282.000000 Penalty: 3725.471436
	Iteration 50Q: 3 clusters Score -1.201828e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -12018176.000000 Penalty: 3725.471436
	Iteration 51Q: 3 clusters Score -1.201818e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -12018014.000000 Penalty: 3725.471436
	Iteration 52Q: 3 clusters Score -1.201801e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -12017780.000000 Penalty: 3725.471436
	Iteration 53Q: 3 clusters Score -1.201778e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -12017624.000000 Penalty: 3725.471436
	Iteration 54Q: 3 clusters Score -1.201762e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -12017533.000000 Penalty: 3725.471436
	Iteration 55Q: 3 clusters Score -1.201753e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -12017438.000000 Penalty: 3725.471436
	Iteration 56Q: 3 clusters Score -1.201744e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -12017418.000000 Penalty: 3725.471436
	Iteration 57Q: 3 clusters Score -1.201742e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -12017362.000000 Penalty: 3725.471436
	Iteration 58Q: 3 clusters Score -1.201736e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -12017289.000000 Penalty: 3725.471436
	Iteration 59Q: 3 clusters Score -1.201729e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -12017541.000000 Penalty: 3725.471436
	Iteration 60F: 3 clusters Score -1.201754e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -12017458.000000 Penalty: 3725.471436
	Iteration 61Q: 3 clusters Score -1.201746e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -12017318.000000 Penalty: 3725.471436
	Iteration 62Q: 3 clusters Score -1.201732e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -12017046.000000 Penalty: 3725.471436
	Iteration 63Q: 3 clusters Score -1.201705e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -12016799.000000 Penalty: 3725.471436
	Iteration 64Q: 3 clusters Score -1.20168e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -12016494.000000 Penalty: 3725.471436
	Iteration 65Q: 3 clusters Score -1.201649e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -12017468.000000 Penalty: 3725.471436
	Iteration 66Q: 3 clusters Score -1.201747e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -12018920.000000 Penalty: 3725.471436
	Iteration 67Q: 3 clusters Score -1.201892e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -12020270.000000 Penalty: 3725.471436
	Iteration 68Q: 3 clusters Score -1.202027e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -12021203.000000 Penalty: 3725.471436
	Iteration 69Q: 3 clusters Score -1.20212e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -12021644.000000 Penalty: 3725.471436
	Iteration 70Q: 3 clusters Score -1.202164e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90356 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -12021836.000000 Penalty: 3725.471436
	Iteration 71Q: 3 clusters Score -1.202184e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -12021806.000000 Penalty: 3725.471436
	Iteration 72Q: 3 clusters Score -1.202181e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91754 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -12021758.000000 Penalty: 3725.471436
	Iteration 73Q: 3 clusters Score -1.202176e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -12021679.000000 Penalty: 3725.471436
	Iteration 74Q: 3 clusters Score -1.202168e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92379 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -12021587.000000 Penalty: 3725.471436
	Iteration 75Q: 3 clusters Score -1.202159e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -12021528.000000 Penalty: 3725.471436
	Iteration 76Q: 3 clusters Score -1.202153e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -12021470.000000 Penalty: 3725.471436
	Iteration 77Q: 3 clusters Score -1.202147e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -12021389.000000 Penalty: 3725.471436
	Iteration 78Q: 3 clusters Score -1.202139e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -12021390.000000 Penalty: 3725.471436
	Iteration 79Q: 3 clusters Score -1.202139e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -12021501.000000 Penalty: 3725.471436
	Iteration 80F: 3 clusters Score -1.20215e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -12021356.000000 Penalty: 3725.471436
	Iteration 81Q: 3 clusters Score -1.202136e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -12021289.000000 Penalty: 3725.471436
	Iteration 82Q: 3 clusters Score -1.202129e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93630 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -12021251.000000 Penalty: 3725.471436
	Iteration 83Q: 3 clusters Score -1.202125e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93724 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -12021163.000000 Penalty: 3725.471436
	Iteration 84Q: 3 clusters Score -1.202116e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -12021110.000000 Penalty: 3725.471436
	Iteration 85Q: 3 clusters Score -1.202111e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -12021089.000000 Penalty: 3725.471436
	Iteration 86Q: 3 clusters Score -1.202109e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -12021067.000000 Penalty: 3725.471436
	Iteration 87Q: 3 clusters Score -1.202107e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -12021054.000000 Penalty: 3725.471436
	Iteration 88Q: 3 clusters Score -1.202105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -12021044.000000 Penalty: 3725.471436
	Iteration 89Q: 3 clusters Score -1.202104e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12021063.000000 Penalty: 3725.471436
	Iteration 90Q: 3 clusters Score -1.202106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -12021044.000000 Penalty: 3725.471436
	Iteration 91Q: 3 clusters Score -1.202104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12021030.000000 Penalty: 3725.471436
	Iteration 92Q: 3 clusters Score -1.202103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -12021020.000000 Penalty: 3725.471436
	Iteration 93Q: 3 clusters Score -1.202102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12021007.000000 Penalty: 3725.471436
	Iteration 94Q: 3 clusters Score -1.202101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -12021000.000000 Penalty: 3725.471436
	Iteration 95Q: 3 clusters Score -1.2021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93988 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12020995.000000 Penalty: 3725.471436
	Iteration 96Q: 3 clusters Score -1.2021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -12021002.000000 Penalty: 3725.471436
	Iteration 97Q: 3 clusters Score -1.2021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -12021012.000000 Penalty: 3725.471436
	Iteration 98Q: 3 clusters Score -1.202101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94003 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12020996.000000 Penalty: 3725.471436
	Iteration 99Q: 3 clusters Score -1.2021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -12020978.000000 Penalty: 3725.471436
	Iteration 100F: 3 clusters Score -1.202098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94011 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -12020985.000000 Penalty: 3725.471436
	Iteration 101Q: 3 clusters Score -1.202098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12020975.000000 Penalty: 3725.471436
	Iteration 102Q: 3 clusters Score -1.202098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -12020985.000000 Penalty: 3725.471436
	Iteration 103Q: 3 clusters Score -1.202098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -12020985.000000 Penalty: 3725.471436
	Iteration 104Q: 3 clusters Score -1.202098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -12020986.000000 Penalty: 3725.471436
	Iteration 105Q: 3 clusters Score -1.202099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12020983.000000 Penalty: 3725.471436
	Iteration 106Q: 3 clusters Score -1.202098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -12020989.000000 Penalty: 3725.471436
	Iteration 107Q: 3 clusters Score -1.202099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94032 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -12020983.000000 Penalty: 3725.471436
	Iteration 108Q: 3 clusters Score -1.202098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94032 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -12020983.000000 Penalty: 3725.471436
	Iteration 109F: 3 clusters Score -1.202098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Entering Unmasked Estep 
Score: -9886479.000000 Penalty: 1832.648315
	Iteration 0F: 2 clusters Score -9886479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -9834039.000000 Penalty: 3665.296631
	Iteration 0F: 3 clusters Score -9834039 nChanged 37639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -9855381.000000 Penalty: 3665.296631
	Iteration 1F: 3 clusters Score -9855381 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -9855865.000000 Penalty: 3665.296631
	Iteration 2Q: 3 clusters Score -9855865 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -9856406.000000 Penalty: 3665.296631
	Iteration 3Q: 3 clusters Score -9856406 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -9857150.000000 Penalty: 3665.296631
	Iteration 4Q: 3 clusters Score -9857150 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -9858152.000000 Penalty: 3665.296631
	Iteration 5Q: 3 clusters Score -9858152 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -9859668.000000 Penalty: 3665.296631
	Iteration 6Q: 3 clusters Score -9859668 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -9862005.000000 Penalty: 3665.296631
	Iteration 7F: 3 clusters Score -9862005 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -9865731.000000 Penalty: 3665.296631
	Iteration 8F: 3 clusters Score -9865731 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -9870485.000000 Penalty: 3665.296631
	Iteration 9F: 3 clusters Score -9870485 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -9875548.000000 Penalty: 3665.296631
	Iteration 10F: 3 clusters Score -9875548 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -9879430.000000 Penalty: 3665.296631
	Iteration 11F: 3 clusters Score -9879430 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 75109 members 
Entering Unmasked Estep 
Score: -9881720.000000 Penalty: 3665.296631
	Iteration 12Q: 3 clusters Score -9881720 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -9882994.000000 Penalty: 3665.296631
	Iteration 13Q: 3 clusters Score -9882994 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -9883734.000000 Penalty: 3665.296631
	Iteration 14Q: 3 clusters Score -9883734 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -9884158.000000 Penalty: 3665.296631
	Iteration 15Q: 3 clusters Score -9884158 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -9884397.000000 Penalty: 3665.296631
	Iteration 16Q: 3 clusters Score -9884397 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -9884563.000000 Penalty: 3665.296631
	Iteration 17Q: 3 clusters Score -9884563 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -9884669.000000 Penalty: 3665.296631
	Iteration 18Q: 3 clusters Score -9884669 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 78384 members 
Entering Unmasked Estep 
Score: -9884733.000000 Penalty: 3665.296631
	Iteration 19Q: 3 clusters Score -9884733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -9884785.000000 Penalty: 3665.296631
	Iteration 20F: 3 clusters Score -9884785 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -9884833.000000 Penalty: 3665.296631
	Iteration 21Q: 3 clusters Score -9884833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -9884867.000000 Penalty: 3665.296631
	Iteration 22Q: 3 clusters Score -9884867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -9884871.000000 Penalty: 3665.296631
	Iteration 23Q: 3 clusters Score -9884871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -9884893.000000 Penalty: 3665.296631
	Iteration 24Q: 3 clusters Score -9884893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -9884900.000000 Penalty: 3665.296631
	Iteration 25Q: 3 clusters Score -9884900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -9884904.000000 Penalty: 3665.296631
	Iteration 26Q: 3 clusters Score -9884904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -9884915.000000 Penalty: 3665.296631
	Iteration 27Q: 3 clusters Score -9884915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -9884904.000000 Penalty: 3665.296631
	Iteration 28Q: 3 clusters Score -9884904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -9884909.000000 Penalty: 3665.296631
	Iteration 29Q: 3 clusters Score -9884909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -9884909.000000 Penalty: 3665.296631
	Iteration 30F: 3 clusters Score -9884909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (88210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Entering Unmasked Estep 
Score: -11002323.000000 Penalty: 1850.464844
	Iteration 0F: 2 clusters Score -1.100232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -10944897.000000 Penalty: 3700.929688
	Iteration 0F: 3 clusters Score -1.09449e+07 nChanged 42024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -10969169.000000 Penalty: 3700.929688
	Iteration 1F: 3 clusters Score -1.096917e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -10969798.000000 Penalty: 3700.929688
	Iteration 2Q: 3 clusters Score -1.09698e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -10970479.000000 Penalty: 3700.929688
	Iteration 3Q: 3 clusters Score -1.097048e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -10971327.000000 Penalty: 3700.929688
	Iteration 4Q: 3 clusters Score -1.097133e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -10972559.000000 Penalty: 3700.929688
	Iteration 5Q: 3 clusters Score -1.097256e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -10974292.000000 Penalty: 3700.929688
	Iteration 6Q: 3 clusters Score -1.097429e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -10976954.000000 Penalty: 3700.929688
	Iteration 7F: 3 clusters Score -1.097695e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -10980919.000000 Penalty: 3700.929688
	Iteration 8F: 3 clusters Score -1.098092e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -10985829.000000 Penalty: 3700.929688
	Iteration 9F: 3 clusters Score -1.098583e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -10989780.000000 Penalty: 3700.929688
	Iteration 10F: 3 clusters Score -1.098978e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -10991783.000000 Penalty: 3700.929688
	Iteration 11Q: 3 clusters Score -1.099178e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -10992721.000000 Penalty: 3700.929688
	Iteration 12Q: 3 clusters Score -1.099272e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -10993391.000000 Penalty: 3700.929688
	Iteration 13Q: 3 clusters Score -1.099339e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -10994020.000000 Penalty: 3700.929688
	Iteration 14Q: 3 clusters Score -1.099402e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -10994613.000000 Penalty: 3700.929688
	Iteration 15Q: 3 clusters Score -1.099461e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -10995145.000000 Penalty: 3700.929688
	Iteration 16Q: 3 clusters Score -1.099514e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -10995557.000000 Penalty: 3700.929688
	Iteration 17Q: 3 clusters Score -1.099556e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -10995864.000000 Penalty: 3700.929688
	Iteration 18Q: 3 clusters Score -1.099586e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -10996191.000000 Penalty: 3700.929688
	Iteration 19Q: 3 clusters Score -1.099619e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -10996539.000000 Penalty: 3700.929688
	Iteration 20F: 3 clusters Score -1.099654e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -10996801.000000 Penalty: 3700.929688
	Iteration 21Q: 3 clusters Score -1.09968e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -10997117.000000 Penalty: 3700.929688
	Iteration 22Q: 3 clusters Score -1.099712e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -10997319.000000 Penalty: 3700.929688
	Iteration 23Q: 3 clusters Score -1.099732e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -10997504.000000 Penalty: 3700.929688
	Iteration 24Q: 3 clusters Score -1.09975e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -10997701.000000 Penalty: 3700.929688
	Iteration 25Q: 3 clusters Score -1.09977e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -10997882.000000 Penalty: 3700.929688
	Iteration 26Q: 3 clusters Score -1.099788e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -10997992.000000 Penalty: 3700.929688
	Iteration 27Q: 3 clusters Score -1.099799e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -10998157.000000 Penalty: 3700.929688
	Iteration 28Q: 3 clusters Score -1.099816e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -10998327.000000 Penalty: 3700.929688
	Iteration 29Q: 3 clusters Score -1.099833e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -10998493.000000 Penalty: 3700.929688
	Iteration 30Q: 3 clusters Score -1.099849e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -10998717.000000 Penalty: 3700.929688
	Iteration 31Q: 3 clusters Score -1.099872e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -10998925.000000 Penalty: 3700.929688
	Iteration 32Q: 3 clusters Score -1.099892e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76863 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -10999074.000000 Penalty: 3700.929688
	Iteration 33Q: 3 clusters Score -1.099907e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -10999266.000000 Penalty: 3700.929688
	Iteration 34Q: 3 clusters Score -1.099927e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78093 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -10999409.000000 Penalty: 3700.929688
	Iteration 35Q: 3 clusters Score -1.099941e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -10999581.000000 Penalty: 3700.929688
	Iteration 36Q: 3 clusters Score -1.099958e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -10999743.000000 Penalty: 3700.929688
	Iteration 37Q: 3 clusters Score -1.099974e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -10999909.000000 Penalty: 3700.929688
	Iteration 38Q: 3 clusters Score -1.099991e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -10999998.000000 Penalty: 3700.929688
	Iteration 39Q: 3 clusters Score -1.1e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -11000154.000000 Penalty: 3700.929688
	Iteration 40F: 3 clusters Score -1.100015e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82018 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -11000294.000000 Penalty: 3700.929688
	Iteration 41Q: 3 clusters Score -1.100029e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -11000370.000000 Penalty: 3700.929688
	Iteration 42Q: 3 clusters Score -1.100037e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -11000446.000000 Penalty: 3700.929688
	Iteration 43Q: 3 clusters Score -1.100045e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -11000511.000000 Penalty: 3700.929688
	Iteration 44Q: 3 clusters Score -1.100051e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -11000567.000000 Penalty: 3700.929688
	Iteration 45Q: 3 clusters Score -1.100057e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -11000596.000000 Penalty: 3700.929688
	Iteration 46Q: 3 clusters Score -1.10006e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -11000716.000000 Penalty: 3700.929688
	Iteration 47Q: 3 clusters Score -1.100072e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -11000824.000000 Penalty: 3700.929688
	Iteration 48Q: 3 clusters Score -1.100082e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -11000888.000000 Penalty: 3700.929688
	Iteration 49Q: 3 clusters Score -1.100089e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11000968.000000 Penalty: 3700.929688
	Iteration 50Q: 3 clusters Score -1.100097e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86377 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -11000969.000000 Penalty: 3700.929688
	Iteration 51Q: 3 clusters Score -1.100097e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -11001004.000000 Penalty: 3700.929688
	Iteration 52Q: 3 clusters Score -1.1001e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11000994.000000 Penalty: 3700.929688
	Iteration 53Q: 3 clusters Score -1.100099e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11000996.000000 Penalty: 3700.929688
	Iteration 54Q: 3 clusters Score -1.1001e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -11001006.000000 Penalty: 3700.929688
	Iteration 55Q: 3 clusters Score -1.100101e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11001036.000000 Penalty: 3700.929688
	Iteration 56Q: 3 clusters Score -1.100104e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11001043.000000 Penalty: 3700.929688
	Iteration 57Q: 3 clusters Score -1.100104e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11001046.000000 Penalty: 3700.929688
	Iteration 58Q: 3 clusters Score -1.100105e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11001042.000000 Penalty: 3700.929688
	Iteration 59Q: 3 clusters Score -1.100104e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11001039.000000 Penalty: 3700.929688
	Iteration 60F: 3 clusters Score -1.100104e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11001037.000000 Penalty: 3700.929688
	Iteration 61Q: 3 clusters Score -1.100104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11001028.000000 Penalty: 3700.929688
	Iteration 62Q: 3 clusters Score -1.100103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11001034.000000 Penalty: 3700.929688
	Iteration 63Q: 3 clusters Score -1.100103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87235 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11001037.000000 Penalty: 3700.929688
	Iteration 64Q: 3 clusters Score -1.100104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87253 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11001043.000000 Penalty: 3700.929688
	Iteration 65Q: 3 clusters Score -1.100104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87269 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11001023.000000 Penalty: 3700.929688
	Iteration 66Q: 3 clusters Score -1.100102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87280 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11001007.000000 Penalty: 3700.929688
	Iteration 67Q: 3 clusters Score -1.100101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11001010.000000 Penalty: 3700.929688
	Iteration 68Q: 3 clusters Score -1.100101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11001005.000000 Penalty: 3700.929688
	Iteration 69Q: 3 clusters Score -1.1001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11001013.000000 Penalty: 3700.929688
	Iteration 70Q: 3 clusters Score -1.100101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11001020.000000 Penalty: 3700.929688
	Iteration 71Q: 3 clusters Score -1.100102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11001031.000000 Penalty: 3700.929688
	Iteration 72Q: 3 clusters Score -1.100103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11001030.000000 Penalty: 3700.929688
	Iteration 73Q: 3 clusters Score -1.100103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87337 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11001040.000000 Penalty: 3700.929688
	Iteration 74Q: 3 clusters Score -1.100104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87345 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11001038.000000 Penalty: 3700.929688
	Iteration 75Q: 3 clusters Score -1.100104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87349 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11001035.000000 Penalty: 3700.929688
	Iteration 76Q: 3 clusters Score -1.100104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11001039.000000 Penalty: 3700.929688
	Iteration 77Q: 3 clusters Score -1.100104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11001034.000000 Penalty: 3700.929688
	Iteration 78Q: 3 clusters Score -1.100103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11001037.000000 Penalty: 3700.929688
	Iteration 79Q: 3 clusters Score -1.100104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11001043.000000 Penalty: 3700.929688
	Iteration 80F: 3 clusters Score -1.100104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11001050.000000 Penalty: 3700.929688
	Iteration 81Q: 3 clusters Score -1.100105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11001053.000000 Penalty: 3700.929688
	Iteration 82Q: 3 clusters Score -1.100105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11001053.000000 Penalty: 3700.929688
	Iteration 83F: 3 clusters Score -1.100105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -215040.609375 Penalty: 1223.964355
	Iteration 0F: 2 clusters Score -215040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -213050.515625 Penalty: 2447.928711
	Iteration 0F: 3 clusters Score -213050.5 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -213548.921875 Penalty: 2447.928711
	Iteration 1F: 3 clusters Score -213548.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -213739.875000 Penalty: 2447.928711
	Iteration 2F: 3 clusters Score -213739.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -213882.625000 Penalty: 2447.928711
	Iteration 3F: 3 clusters Score -213882.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -214011.171875 Penalty: 2447.928711
	Iteration 4F: 3 clusters Score -214011.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -214147.406250 Penalty: 2447.928711
	Iteration 5F: 3 clusters Score -214147.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -214284.484375 Penalty: 2447.928711
	Iteration 6F: 3 clusters Score -214284.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -214430.640625 Penalty: 2447.928711
	Iteration 7Q: 3 clusters Score -214430.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -214567.734375 Penalty: 2447.928711
	Iteration 8Q: 3 clusters Score -214567.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -214670.375000 Penalty: 2447.928711
	Iteration 9Q: 3 clusters Score -214670.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -214748.234375 Penalty: 2447.928711
	Iteration 10Q: 3 clusters Score -214748.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -214817.718750 Penalty: 2447.928711
	Iteration 11Q: 3 clusters Score -214817.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -214866.562500 Penalty: 2447.928711
	Iteration 12Q: 3 clusters Score -214866.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -214883.625000 Penalty: 2447.928711
	Iteration 13Q: 3 clusters Score -214883.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -214896.218750 Penalty: 2447.928711
	Iteration 14Q: 3 clusters Score -214896.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -214902.250000 Penalty: 2447.928711
	Iteration 15Q: 3 clusters Score -214902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -214904.703125 Penalty: 2447.928711
	Iteration 16Q: 3 clusters Score -214904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -214906.593750 Penalty: 2447.928711
	Iteration 17Q: 3 clusters Score -214906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -214909.453125 Penalty: 2447.928711
	Iteration 18Q: 3 clusters Score -214909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -214912.515625 Penalty: 2447.928711
	Iteration 19Q: 3 clusters Score -214912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -214913.078125 Penalty: 2447.928711
	Iteration 20F: 3 clusters Score -214913.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Entering Unmasked Estep 
Score: -413243.187500 Penalty: 1332.189575
	Iteration 0F: 2 clusters Score -413243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -410118.531250 Penalty: 2664.379150
	Iteration 0F: 3 clusters Score -410118.5 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -410988.468750 Penalty: 2664.379150
	Iteration 1F: 3 clusters Score -410988.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -411155.312500 Penalty: 2664.379150
	Iteration 2F: 3 clusters Score -411155.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -411278.531250 Penalty: 2664.379150
	Iteration 3F: 3 clusters Score -411278.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -411392.187500 Penalty: 2664.379150
	Iteration 4Q: 3 clusters Score -411392.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -411481.093750 Penalty: 2664.379150
	Iteration 5Q: 3 clusters Score -411481.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -411605.906250 Penalty: 2664.379150
	Iteration 6Q: 3 clusters Score -411605.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -411757.093750 Penalty: 2664.379150
	Iteration 7Q: 3 clusters Score -411757.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -411941.000000 Penalty: 2664.379150
	Iteration 8F: 3 clusters Score -411941 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -412146.031250 Penalty: 2664.379150
	Iteration 9F: 3 clusters Score -412146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -412354.125000 Penalty: 2664.379150
	Iteration 10F: 3 clusters Score -412354.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -412587.250000 Penalty: 2664.379150
	Iteration 11Q: 3 clusters Score -412587.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -412786.750000 Penalty: 2664.379150
	Iteration 12F: 3 clusters Score -412786.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -412997.531250 Penalty: 2664.379150
	Iteration 13Q: 3 clusters Score -412997.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -413181.125000 Penalty: 2664.379150
	Iteration 14Q: 3 clusters Score -413181.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -413279.718750 Penalty: 2664.379150
	Iteration 15Q: 3 clusters Score -413279.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -413330.781250 Penalty: 2664.379150
	Iteration 16Q: 3 clusters Score -413330.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -413350.750000 Penalty: 2664.379150
	Iteration 17Q: 3 clusters Score -413350.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -413357.937500 Penalty: 2664.379150
	Iteration 18Q: 3 clusters Score -413357.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -413360.468750 Penalty: 2664.379150
	Iteration 19Q: 3 clusters Score -413360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -413362.187500 Penalty: 2664.379150
	Iteration 20F: 3 clusters Score -413362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -413363.125000 Penalty: 2664.379150
	Iteration 21Q: 3 clusters Score -413363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -413363.125000 Penalty: 2664.379150
	Iteration 22F: 3 clusters Score -413363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95129 members 
Mstep: Class 4 contains 79050 members 
Mstep: Class 5 contains 88210 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 1696 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 97147 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10912 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90174 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79182 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86280 members 
Mstep: Class 24 contains 25578 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9225 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 1938 members 
Entering Unmasked Estep 
Score: -102248216.000000 Penalty: 70941.500000
Splitting cluster 7 changes total score from -102249008.000000 to -102248216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -22086.011719 Penalty: 902.355896
	Iteration 0F: 2 clusters Score -22086.01 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 139 members 
Entering Unmasked Estep 
Score: -21367.302734 Penalty: 1804.711792
	Iteration 0F: 3 clusters Score -21367.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21584.460938 Penalty: 1804.711792
	Iteration 1F: 3 clusters Score -21584.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21771.277344 Penalty: 1804.711792
	Iteration 2F: 3 clusters Score -21771.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21892.068359 Penalty: 1804.711792
	Iteration 3F: 3 clusters Score -21892.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21916.035156 Penalty: 1804.711792
	Iteration 4Q: 3 clusters Score -21916.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21918.757812 Penalty: 1804.711792
	Iteration 5Q: 3 clusters Score -21918.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21918.757812 Penalty: 1804.711792
	Iteration 6F: 3 clusters Score -21918.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -43964.851562 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -43964.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42992.820312 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -42992.82 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43195.148438 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -43195.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43281.679688 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -43281.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43312.265625 Penalty: 1996.860352
	Iteration 3Q: 3 clusters Score -43312.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43334.929688 Penalty: 1996.860352
	Iteration 4Q: 3 clusters Score -43334.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43347.585938 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -43347.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43354.339844 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -43354.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43357.726562 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -43357.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43359.914062 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -43359.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43362.187500 Penalty: 1996.860352
	Iteration 9Q: 3 clusters Score -43362.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43366.011719 Penalty: 1996.860352
	Iteration 10Q: 3 clusters Score -43366.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43390.757812 Penalty: 1996.860352
	Iteration 11Q: 3 clusters Score -43390.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43395.585938 Penalty: 1996.860352
	Iteration 12Q: 3 clusters Score -43395.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43396.980469 Penalty: 1996.860352
	Iteration 13Q: 3 clusters Score -43396.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43398.015625 Penalty: 1996.860352
	Iteration 14Q: 3 clusters Score -43398.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43398.015625 Penalty: 1996.860352
	Iteration 15F: 3 clusters Score -43398.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Entering Unmasked Estep 
Score: -3528419.750000 Penalty: 1666.784058
	Iteration 0F: 2 clusters Score -3528420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3509279.750000 Penalty: 3333.568115
	Iteration 0F: 3 clusters Score -3509280 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3516242.250000 Penalty: 3333.568115
	Iteration 1F: 3 clusters Score -3516242 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3516554.000000 Penalty: 3333.568115
	Iteration 2Q: 3 clusters Score -3516554 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3516822.500000 Penalty: 3333.568115
	Iteration 3Q: 3 clusters Score -3516822 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3517072.750000 Penalty: 3333.568115
	Iteration 4Q: 3 clusters Score -3517073 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3517379.500000 Penalty: 3333.568115
	Iteration 5Q: 3 clusters Score -3517380 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3517773.500000 Penalty: 3333.568115
	Iteration 6Q: 3 clusters Score -3517774 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3518302.750000 Penalty: 3333.568115
	Iteration 7Q: 3 clusters Score -3518303 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3519054.000000 Penalty: 3333.568115
	Iteration 8Q: 3 clusters Score -3519054 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3520118.000000 Penalty: 3333.568115
	Iteration 9F: 3 clusters Score -3520118 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3521382.500000 Penalty: 3333.568115
	Iteration 10F: 3 clusters Score -3521382 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3522818.750000 Penalty: 3333.568115
	Iteration 11F: 3 clusters Score -3522819 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3524060.000000 Penalty: 3333.568115
	Iteration 12F: 3 clusters Score -3524060 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3524923.000000 Penalty: 3333.568115
	Iteration 13Q: 3 clusters Score -3524923 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3525403.000000 Penalty: 3333.568115
	Iteration 14Q: 3 clusters Score -3525403 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3525618.750000 Penalty: 3333.568115
	Iteration 15Q: 3 clusters Score -3525619 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3525778.000000 Penalty: 3333.568115
	Iteration 16Q: 3 clusters Score -3525778 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3525907.750000 Penalty: 3333.568115
	Iteration 17Q: 3 clusters Score -3525908 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3525998.500000 Penalty: 3333.568115
	Iteration 18Q: 3 clusters Score -3525998 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3526098.750000 Penalty: 3333.568115
	Iteration 19Q: 3 clusters Score -3526099 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3526166.000000 Penalty: 3333.568115
	Iteration 20F: 3 clusters Score -3526166 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3526225.500000 Penalty: 3333.568115
	Iteration 21Q: 3 clusters Score -3526226 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3526291.500000 Penalty: 3333.568115
	Iteration 22Q: 3 clusters Score -3526292 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3526346.500000 Penalty: 3333.568115
	Iteration 23Q: 3 clusters Score -3526346 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -3526372.000000 Penalty: 3333.568115
	Iteration 24Q: 3 clusters Score -3526372 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3526419.250000 Penalty: 3333.568115
	Iteration 25Q: 3 clusters Score -3526419 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3526448.750000 Penalty: 3333.568115
	Iteration 26Q: 3 clusters Score -3526449 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3526495.750000 Penalty: 3333.568115
	Iteration 27Q: 3 clusters Score -3526496 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3526534.250000 Penalty: 3333.568115
	Iteration 28Q: 3 clusters Score -3526534 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3526592.750000 Penalty: 3333.568115
	Iteration 29Q: 3 clusters Score -3526593 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3526639.250000 Penalty: 3333.568115
	Iteration 30Q: 3 clusters Score -3526639 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3526690.500000 Penalty: 3333.568115
	Iteration 31Q: 3 clusters Score -3526690 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3526723.500000 Penalty: 3333.568115
	Iteration 32Q: 3 clusters Score -3526724 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3526756.000000 Penalty: 3333.568115
	Iteration 33Q: 3 clusters Score -3526756 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3526809.000000 Penalty: 3333.568115
	Iteration 34Q: 3 clusters Score -3526809 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3526840.250000 Penalty: 3333.568115
	Iteration 35Q: 3 clusters Score -3526840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3526873.750000 Penalty: 3333.568115
	Iteration 36Q: 3 clusters Score -3526874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3526901.500000 Penalty: 3333.568115
	Iteration 37Q: 3 clusters Score -3526902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3526906.750000 Penalty: 3333.568115
	Iteration 38Q: 3 clusters Score -3526907 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3526928.250000 Penalty: 3333.568115
	Iteration 39Q: 3 clusters Score -3526928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3526943.500000 Penalty: 3333.568115
	Iteration 40F: 3 clusters Score -3526944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3526963.750000 Penalty: 3333.568115
	Iteration 41Q: 3 clusters Score -3526964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3526974.750000 Penalty: 3333.568115
	Iteration 42Q: 3 clusters Score -3526975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3526979.750000 Penalty: 3333.568115
	Iteration 43Q: 3 clusters Score -3526980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3526987.000000 Penalty: 3333.568115
	Iteration 44Q: 3 clusters Score -3526987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3526991.000000 Penalty: 3333.568115
	Iteration 45Q: 3 clusters Score -3526991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3526990.750000 Penalty: 3333.568115
	Iteration 46Q: 3 clusters Score -3526991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3526992.500000 Penalty: 3333.568115
	Iteration 47Q: 3 clusters Score -3526992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3526991.250000 Penalty: 3333.568115
	Iteration 48Q: 3 clusters Score -3526991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3526992.500000 Penalty: 3333.568115
	Iteration 49Q: 3 clusters Score -3526992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3526995.750000 Penalty: 3333.568115
	Iteration 50Q: 3 clusters Score -3526996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3526993.750000 Penalty: 3333.568115
	Iteration 51Q: 3 clusters Score -3526994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3526993.750000 Penalty: 3333.568115
	Iteration 52Q: 3 clusters Score -3526994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3526994.750000 Penalty: 3333.568115
	Iteration 53Q: 3 clusters Score -3526995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3526995.750000 Penalty: 3333.568115
	Iteration 54Q: 3 clusters Score -3526996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3526991.500000 Penalty: 3333.568115
	Iteration 55Q: 3 clusters Score -3526992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3526991.500000 Penalty: 3333.568115
	Iteration 56Q: 3 clusters Score -3526992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3526992.000000 Penalty: 3333.568115
	Iteration 57Q: 3 clusters Score -3526992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3526994.750000 Penalty: 3333.568115
	Iteration 58Q: 3 clusters Score -3526995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3526997.500000 Penalty: 3333.568115
	Iteration 59Q: 3 clusters Score -3526998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3526999.250000 Penalty: 3333.568115
	Iteration 60F: 3 clusters Score -3526999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3527001.250000 Penalty: 3333.568115
	Iteration 61Q: 3 clusters Score -3527001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3527000.250000 Penalty: 3333.568115
	Iteration 62Q: 3 clusters Score -3527000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3526999.500000 Penalty: 3333.568115
	Iteration 63Q: 3 clusters Score -3527000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3527003.750000 Penalty: 3333.568115
	Iteration 64Q: 3 clusters Score -3527004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3527003.750000 Penalty: 3333.568115
	Iteration 65Q: 3 clusters Score -3527004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3527005.500000 Penalty: 3333.568115
	Iteration 66Q: 3 clusters Score -3527006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3527002.250000 Penalty: 3333.568115
	Iteration 67Q: 3 clusters Score -3527002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3527002.250000 Penalty: 3333.568115
	Iteration 68F: 3 clusters Score -3527002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (97147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Entering Unmasked Estep 
Score: -11955090.000000 Penalty: 1866.146729
	Iteration 0F: 2 clusters Score -1.195509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -11891449.000000 Penalty: 3732.293457
	Iteration 0F: 3 clusters Score -1.189145e+07 nChanged 46481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -11918593.000000 Penalty: 3732.293457
	Iteration 1F: 3 clusters Score -1.191859e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -11920214.000000 Penalty: 3732.293457
	Iteration 2Q: 3 clusters Score -1.192021e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -11922928.000000 Penalty: 3732.293457
	Iteration 3F: 3 clusters Score -1.192293e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -11927246.000000 Penalty: 3732.293457
	Iteration 4F: 3 clusters Score -1.192725e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -11933165.000000 Penalty: 3732.293457
	Iteration 5F: 3 clusters Score -1.193316e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -11939164.000000 Penalty: 3732.293457
	Iteration 6F: 3 clusters Score -1.193916e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -11943152.000000 Penalty: 3732.293457
	Iteration 7F: 3 clusters Score -1.194315e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -11945043.000000 Penalty: 3732.293457
	Iteration 8Q: 3 clusters Score -1.194504e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -11946013.000000 Penalty: 3732.293457
	Iteration 9Q: 3 clusters Score -1.194601e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -11946821.000000 Penalty: 3732.293457
	Iteration 10Q: 3 clusters Score -1.194682e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -11947533.000000 Penalty: 3732.293457
	Iteration 11Q: 3 clusters Score -1.194753e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -11948101.000000 Penalty: 3732.293457
	Iteration 12Q: 3 clusters Score -1.19481e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -11948506.000000 Penalty: 3732.293457
	Iteration 13Q: 3 clusters Score -1.194851e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -11948862.000000 Penalty: 3732.293457
	Iteration 14Q: 3 clusters Score -1.194886e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -11949135.000000 Penalty: 3732.293457
	Iteration 15Q: 3 clusters Score -1.194914e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -11949555.000000 Penalty: 3732.293457
	Iteration 16Q: 3 clusters Score -1.194956e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -11949964.000000 Penalty: 3732.293457
	Iteration 17Q: 3 clusters Score -1.194996e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -11950430.000000 Penalty: 3732.293457
	Iteration 18Q: 3 clusters Score -1.195043e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -11950721.000000 Penalty: 3732.293457
	Iteration 19Q: 3 clusters Score -1.195072e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84901 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -11951016.000000 Penalty: 3732.293457
	Iteration 20F: 3 clusters Score -1.195102e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -11951302.000000 Penalty: 3732.293457
	Iteration 21Q: 3 clusters Score -1.19513e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -11951663.000000 Penalty: 3732.293457
	Iteration 22Q: 3 clusters Score -1.195166e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86944 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -11951867.000000 Penalty: 3732.293457
	Iteration 23Q: 3 clusters Score -1.195187e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -11952026.000000 Penalty: 3732.293457
	Iteration 24Q: 3 clusters Score -1.195203e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -11952247.000000 Penalty: 3732.293457
	Iteration 25Q: 3 clusters Score -1.195225e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -11952465.000000 Penalty: 3732.293457
	Iteration 26Q: 3 clusters Score -1.195246e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -11952553.000000 Penalty: 3732.293457
	Iteration 27Q: 3 clusters Score -1.195255e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -11952698.000000 Penalty: 3732.293457
	Iteration 28Q: 3 clusters Score -1.19527e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -11952786.000000 Penalty: 3732.293457
	Iteration 29Q: 3 clusters Score -1.195279e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -11952832.000000 Penalty: 3732.293457
	Iteration 30Q: 3 clusters Score -1.195283e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -11952834.000000 Penalty: 3732.293457
	Iteration 31Q: 3 clusters Score -1.195283e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -11952831.000000 Penalty: 3732.293457
	Iteration 32Q: 3 clusters Score -1.195283e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -11952873.000000 Penalty: 3732.293457
	Iteration 33Q: 3 clusters Score -1.195287e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -11952950.000000 Penalty: 3732.293457
	Iteration 34Q: 3 clusters Score -1.195295e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -11952980.000000 Penalty: 3732.293457
	Iteration 35Q: 3 clusters Score -1.195298e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -11953038.000000 Penalty: 3732.293457
	Iteration 36Q: 3 clusters Score -1.195304e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -11953062.000000 Penalty: 3732.293457
	Iteration 37Q: 3 clusters Score -1.195306e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -11953053.000000 Penalty: 3732.293457
	Iteration 38Q: 3 clusters Score -1.195305e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -11953117.000000 Penalty: 3732.293457
	Iteration 39Q: 3 clusters Score -1.195312e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -11953096.000000 Penalty: 3732.293457
	Iteration 40F: 3 clusters Score -1.19531e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -11953134.000000 Penalty: 3732.293457
	Iteration 41Q: 3 clusters Score -1.195313e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -11953145.000000 Penalty: 3732.293457
	Iteration 42Q: 3 clusters Score -1.195314e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94359 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -11953166.000000 Penalty: 3732.293457
	Iteration 43Q: 3 clusters Score -1.195317e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -11953198.000000 Penalty: 3732.293457
	Iteration 44Q: 3 clusters Score -1.19532e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94685 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -11953227.000000 Penalty: 3732.293457
	Iteration 45Q: 3 clusters Score -1.195323e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -11953247.000000 Penalty: 3732.293457
	Iteration 46Q: 3 clusters Score -1.195325e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -11953267.000000 Penalty: 3732.293457
	Iteration 47Q: 3 clusters Score -1.195327e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95009 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -11953309.000000 Penalty: 3732.293457
	Iteration 48Q: 3 clusters Score -1.195331e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -11953301.000000 Penalty: 3732.293457
	Iteration 49Q: 3 clusters Score -1.19533e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95213 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -11953326.000000 Penalty: 3732.293457
	Iteration 50Q: 3 clusters Score -1.195333e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -11953365.000000 Penalty: 3732.293457
	Iteration 51Q: 3 clusters Score -1.195336e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -11953357.000000 Penalty: 3732.293457
	Iteration 52Q: 3 clusters Score -1.195336e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95522 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -11953360.000000 Penalty: 3732.293457
	Iteration 53Q: 3 clusters Score -1.195336e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95607 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11953370.000000 Penalty: 3732.293457
	Iteration 54Q: 3 clusters Score -1.195337e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95670 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11953390.000000 Penalty: 3732.293457
	Iteration 55Q: 3 clusters Score -1.195339e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95728 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11953393.000000 Penalty: 3732.293457
	Iteration 56Q: 3 clusters Score -1.195339e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11953408.000000 Penalty: 3732.293457
	Iteration 57Q: 3 clusters Score -1.195341e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -11953407.000000 Penalty: 3732.293457
	Iteration 58Q: 3 clusters Score -1.195341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11953433.000000 Penalty: 3732.293457
	Iteration 59Q: 3 clusters Score -1.195343e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11953456.000000 Penalty: 3732.293457
	Iteration 60F: 3 clusters Score -1.195346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11953472.000000 Penalty: 3732.293457
	Iteration 61Q: 3 clusters Score -1.195347e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11953489.000000 Penalty: 3732.293457
	Iteration 62Q: 3 clusters Score -1.195349e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -11953504.000000 Penalty: 3732.293457
	Iteration 63Q: 3 clusters Score -1.19535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -11953519.000000 Penalty: 3732.293457
	Iteration 64Q: 3 clusters Score -1.195352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11953526.000000 Penalty: 3732.293457
	Iteration 65Q: 3 clusters Score -1.195353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -11953543.000000 Penalty: 3732.293457
	Iteration 66Q: 3 clusters Score -1.195354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -11953528.000000 Penalty: 3732.293457
	Iteration 67Q: 3 clusters Score -1.195353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11953531.000000 Penalty: 3732.293457
	Iteration 68Q: 3 clusters Score -1.195353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11953539.000000 Penalty: 3732.293457
	Iteration 69Q: 3 clusters Score -1.195354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11953535.000000 Penalty: 3732.293457
	Iteration 70Q: 3 clusters Score -1.195354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11953542.000000 Penalty: 3732.293457
	Iteration 71Q: 3 clusters Score -1.195354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96047 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -11953537.000000 Penalty: 3732.293457
	Iteration 72Q: 3 clusters Score -1.195354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11953532.000000 Penalty: 3732.293457
	Iteration 73Q: 3 clusters Score -1.195353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11953541.000000 Penalty: 3732.293457
	Iteration 74Q: 3 clusters Score -1.195354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -11953531.000000 Penalty: 3732.293457
	Iteration 75Q: 3 clusters Score -1.195353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11953529.000000 Penalty: 3732.293457
	Iteration 76Q: 3 clusters Score -1.195353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11953531.000000 Penalty: 3732.293457
	Iteration 77Q: 3 clusters Score -1.195353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11953523.000000 Penalty: 3732.293457
	Iteration 78Q: 3 clusters Score -1.195352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96091 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11953534.000000 Penalty: 3732.293457
	Iteration 79Q: 3 clusters Score -1.195353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11953526.000000 Penalty: 3732.293457
	Iteration 80F: 3 clusters Score -1.195353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96107 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11953534.000000 Penalty: 3732.293457
	Iteration 81Q: 3 clusters Score -1.195353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11953528.000000 Penalty: 3732.293457
	Iteration 82Q: 3 clusters Score -1.195353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96120 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11953528.000000 Penalty: 3732.293457
	Iteration 83Q: 3 clusters Score -1.195353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11953528.000000 Penalty: 3732.293457
	Iteration 84Q: 3 clusters Score -1.195353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11953539.000000 Penalty: 3732.293457
	Iteration 85Q: 3 clusters Score -1.195354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96135 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11953546.000000 Penalty: 3732.293457
	Iteration 86Q: 3 clusters Score -1.195355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11953551.000000 Penalty: 3732.293457
	Iteration 87Q: 3 clusters Score -1.195355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11953552.000000 Penalty: 3732.293457
	Iteration 88Q: 3 clusters Score -1.195355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11953547.000000 Penalty: 3732.293457
	Iteration 89Q: 3 clusters Score -1.195355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11953545.000000 Penalty: 3732.293457
	Iteration 90Q: 3 clusters Score -1.195354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11953546.000000 Penalty: 3732.293457
	Iteration 91Q: 3 clusters Score -1.195355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11953565.000000 Penalty: 3732.293457
	Iteration 92Q: 3 clusters Score -1.195356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11953569.000000 Penalty: 3732.293457
	Iteration 93Q: 3 clusters Score -1.195357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11953579.000000 Penalty: 3732.293457
	Iteration 94Q: 3 clusters Score -1.195358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -11953565.000000 Penalty: 3732.293457
	Iteration 95Q: 3 clusters Score -1.195356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11953560.000000 Penalty: 3732.293457
	Iteration 96Q: 3 clusters Score -1.195356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11953574.000000 Penalty: 3732.293457
	Iteration 97Q: 3 clusters Score -1.195357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11953577.000000 Penalty: 3732.293457
	Iteration 98Q: 3 clusters Score -1.195358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11953556.000000 Penalty: 3732.293457
	Iteration 99Q: 3 clusters Score -1.195356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96229 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11953570.000000 Penalty: 3732.293457
	Iteration 100F: 3 clusters Score -1.195357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11953597.000000 Penalty: 3732.293457
	Iteration 101Q: 3 clusters Score -1.19536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96261 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11953601.000000 Penalty: 3732.293457
	Iteration 102Q: 3 clusters Score -1.19536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11953612.000000 Penalty: 3732.293457
	Iteration 103Q: 3 clusters Score -1.195361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11953614.000000 Penalty: 3732.293457
	Iteration 104Q: 3 clusters Score -1.195361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11953630.000000 Penalty: 3732.293457
	Iteration 105Q: 3 clusters Score -1.195363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96331 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11953630.000000 Penalty: 3732.293457
	Iteration 106Q: 3 clusters Score -1.195363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11953631.000000 Penalty: 3732.293457
	Iteration 107Q: 3 clusters Score -1.195363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -11953661.000000 Penalty: 3732.293457
	Iteration 108Q: 3 clusters Score -1.195366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11953670.000000 Penalty: 3732.293457
	Iteration 109Q: 3 clusters Score -1.195367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11953680.000000 Penalty: 3732.293457
	Iteration 110Q: 3 clusters Score -1.195368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96376 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11953677.000000 Penalty: 3732.293457
	Iteration 111Q: 3 clusters Score -1.195368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11953688.000000 Penalty: 3732.293457
	Iteration 112Q: 3 clusters Score -1.195369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11953680.000000 Penalty: 3732.293457
	Iteration 113Q: 3 clusters Score -1.195368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11953681.000000 Penalty: 3732.293457
	Iteration 114Q: 3 clusters Score -1.195368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11953679.000000 Penalty: 3732.293457
	Iteration 115Q: 3 clusters Score -1.195368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11953685.000000 Penalty: 3732.293457
	Iteration 116Q: 3 clusters Score -1.195368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11953683.000000 Penalty: 3732.293457
	Iteration 117Q: 3 clusters Score -1.195368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11953683.000000 Penalty: 3732.293457
	Iteration 118F: 3 clusters Score -1.195368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Entering Unmasked Estep 
Score: -212063.812500 Penalty: 1222.390015
	Iteration 0F: 2 clusters Score -212063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210097.156250 Penalty: 2444.780029
	Iteration 0F: 3 clusters Score -210097.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210597.000000 Penalty: 2444.780029
	Iteration 1F: 3 clusters Score -210597 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210856.484375 Penalty: 2444.780029
	Iteration 2F: 3 clusters Score -210856.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -211024.468750 Penalty: 2444.780029
	Iteration 3F: 3 clusters Score -211024.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -211184.031250 Penalty: 2444.780029
	Iteration 4F: 3 clusters Score -211184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -211278.156250 Penalty: 2444.780029
	Iteration 5Q: 3 clusters Score -211278.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -211346.218750 Penalty: 2444.780029
	Iteration 6Q: 3 clusters Score -211346.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -211411.125000 Penalty: 2444.780029
	Iteration 7Q: 3 clusters Score -211411.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -211442.000000 Penalty: 2444.780029
	Iteration 8Q: 3 clusters Score -211442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -211461.671875 Penalty: 2444.780029
	Iteration 9Q: 3 clusters Score -211461.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -211478.265625 Penalty: 2444.780029
	Iteration 10Q: 3 clusters Score -211478.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -211487.093750 Penalty: 2444.780029
	Iteration 11Q: 3 clusters Score -211487.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -211499.406250 Penalty: 2444.780029
	Iteration 12Q: 3 clusters Score -211499.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -211509.765625 Penalty: 2444.780029
	Iteration 13Q: 3 clusters Score -211509.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -211520.812500 Penalty: 2444.780029
	Iteration 14Q: 3 clusters Score -211520.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -211529.203125 Penalty: 2444.780029
	Iteration 15Q: 3 clusters Score -211529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -211533.640625 Penalty: 2444.780029
	Iteration 16Q: 3 clusters Score -211533.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -211536.890625 Penalty: 2444.780029
	Iteration 17Q: 3 clusters Score -211536.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -211542.781250 Penalty: 2444.780029
	Iteration 18Q: 3 clusters Score -211542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -211546.796875 Penalty: 2444.780029
	Iteration 19Q: 3 clusters Score -211546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -211550.687500 Penalty: 2444.780029
	Iteration 20F: 3 clusters Score -211550.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -211552.671875 Penalty: 2444.780029
	Iteration 21Q: 3 clusters Score -211552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -211554.843750 Penalty: 2444.780029
	Iteration 22Q: 3 clusters Score -211554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -211556.343750 Penalty: 2444.780029
	Iteration 23Q: 3 clusters Score -211556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -211558.109375 Penalty: 2444.780029
	Iteration 24Q: 3 clusters Score -211558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -211558.687500 Penalty: 2444.780029
	Iteration 25Q: 3 clusters Score -211558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -211559.765625 Penalty: 2444.780029
	Iteration 26Q: 3 clusters Score -211559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -211560.828125 Penalty: 2444.780029
	Iteration 27Q: 3 clusters Score -211560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -211563.890625 Penalty: 2444.780029
	Iteration 28Q: 3 clusters Score -211563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -211565.875000 Penalty: 2444.780029
	Iteration 29Q: 3 clusters Score -211565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -211569.140625 Penalty: 2444.780029
	Iteration 30Q: 3 clusters Score -211569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -211572.140625 Penalty: 2444.780029
	Iteration 31Q: 3 clusters Score -211572.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -211577.750000 Penalty: 2444.780029
	Iteration 32Q: 3 clusters Score -211577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -211579.359375 Penalty: 2444.780029
	Iteration 33Q: 3 clusters Score -211579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -211581.046875 Penalty: 2444.780029
	Iteration 34Q: 3 clusters Score -211581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -211583.406250 Penalty: 2444.780029
	Iteration 35Q: 3 clusters Score -211583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -211584.437500 Penalty: 2444.780029
	Iteration 36Q: 3 clusters Score -211584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -211587.171875 Penalty: 2444.780029
	Iteration 37Q: 3 clusters Score -211587.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -211592.890625 Penalty: 2444.780029
	Iteration 38Q: 3 clusters Score -211592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -211594.093750 Penalty: 2444.780029
	Iteration 39Q: 3 clusters Score -211594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -211594.140625 Penalty: 2444.780029
	Iteration 40F: 3 clusters Score -211594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -211594.750000 Penalty: 2444.780029
	Iteration 41Q: 3 clusters Score -211594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -211595.359375 Penalty: 2444.780029
	Iteration 42Q: 3 clusters Score -211595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -211596.000000 Penalty: 2444.780029
	Iteration 43Q: 3 clusters Score -211596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -211599.671875 Penalty: 2444.780029
	Iteration 44Q: 3 clusters Score -211599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -211601.937500 Penalty: 2444.780029
	Iteration 45Q: 3 clusters Score -211601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -211603.437500 Penalty: 2444.780029
	Iteration 46Q: 3 clusters Score -211603.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -211603.437500 Penalty: 2444.780029
	Iteration 47F: 3 clusters Score -211603.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Entering Unmasked Estep 
Score: -1310224.750000 Penalty: 1510.863037
	Iteration 0F: 2 clusters Score -1310225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1302596.250000 Penalty: 3021.726074
	Iteration 0F: 3 clusters Score -1302596 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1305393.500000 Penalty: 3021.726074
	Iteration 1F: 3 clusters Score -1305394 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1306032.000000 Penalty: 3021.726074
	Iteration 2F: 3 clusters Score -1306032 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1306758.625000 Penalty: 3021.726074
	Iteration 3F: 3 clusters Score -1306759 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1307507.125000 Penalty: 3021.726074
	Iteration 4F: 3 clusters Score -1307507 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1308156.375000 Penalty: 3021.726074
	Iteration 5F: 3 clusters Score -1308156 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1308638.375000 Penalty: 3021.726074
	Iteration 6F: 3 clusters Score -1308638 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1308958.875000 Penalty: 3021.726074
	Iteration 7Q: 3 clusters Score -1308959 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1309144.500000 Penalty: 3021.726074
	Iteration 8Q: 3 clusters Score -1309144 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1309240.000000 Penalty: 3021.726074
	Iteration 9Q: 3 clusters Score -1309240 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1309292.000000 Penalty: 3021.726074
	Iteration 10Q: 3 clusters Score -1309292 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1309324.000000 Penalty: 3021.726074
	Iteration 11Q: 3 clusters Score -1309324 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1309341.125000 Penalty: 3021.726074
	Iteration 12Q: 3 clusters Score -1309341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1309352.000000 Penalty: 3021.726074
	Iteration 13Q: 3 clusters Score -1309352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1309365.375000 Penalty: 3021.726074
	Iteration 14Q: 3 clusters Score -1309365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1309375.125000 Penalty: 3021.726074
	Iteration 15Q: 3 clusters Score -1309375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1309386.750000 Penalty: 3021.726074
	Iteration 16Q: 3 clusters Score -1309387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1309400.125000 Penalty: 3021.726074
	Iteration 17Q: 3 clusters Score -1309400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1309402.625000 Penalty: 3021.726074
	Iteration 18Q: 3 clusters Score -1309403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1309408.250000 Penalty: 3021.726074
	Iteration 19Q: 3 clusters Score -1309408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1309412.625000 Penalty: 3021.726074
	Iteration 20F: 3 clusters Score -1309413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1309419.500000 Penalty: 3021.726074
	Iteration 21Q: 3 clusters Score -1309420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1309426.250000 Penalty: 3021.726074
	Iteration 22Q: 3 clusters Score -1309426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1309431.125000 Penalty: 3021.726074
	Iteration 23Q: 3 clusters Score -1309431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1309436.500000 Penalty: 3021.726074
	Iteration 24Q: 3 clusters Score -1309436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1309443.250000 Penalty: 3021.726074
	Iteration 25Q: 3 clusters Score -1309443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1309443.875000 Penalty: 3021.726074
	Iteration 26Q: 3 clusters Score -1309444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1309448.125000 Penalty: 3021.726074
	Iteration 27Q: 3 clusters Score -1309448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1309452.125000 Penalty: 3021.726074
	Iteration 28Q: 3 clusters Score -1309452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1309458.125000 Penalty: 3021.726074
	Iteration 29Q: 3 clusters Score -1309458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1309461.375000 Penalty: 3021.726074
	Iteration 30Q: 3 clusters Score -1309461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1309467.750000 Penalty: 3021.726074
	Iteration 31Q: 3 clusters Score -1309468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1309478.250000 Penalty: 3021.726074
	Iteration 32Q: 3 clusters Score -1309478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1309488.000000 Penalty: 3021.726074
	Iteration 33Q: 3 clusters Score -1309488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1309492.125000 Penalty: 3021.726074
	Iteration 34Q: 3 clusters Score -1309492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1309494.375000 Penalty: 3021.726074
	Iteration 35Q: 3 clusters Score -1309494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1309500.375000 Penalty: 3021.726074
	Iteration 36Q: 3 clusters Score -1309500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1309502.875000 Penalty: 3021.726074
	Iteration 37Q: 3 clusters Score -1309503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1309508.750000 Penalty: 3021.726074
	Iteration 38Q: 3 clusters Score -1309509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1309504.875000 Penalty: 3021.726074
	Iteration 39Q: 3 clusters Score -1309505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1309505.875000 Penalty: 3021.726074
	Iteration 40F: 3 clusters Score -1309506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1309508.500000 Penalty: 3021.726074
	Iteration 41Q: 3 clusters Score -1309508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1309507.875000 Penalty: 3021.726074
	Iteration 42Q: 3 clusters Score -1309508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1309510.250000 Penalty: 3021.726074
	Iteration 43Q: 3 clusters Score -1309510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1309509.625000 Penalty: 3021.726074
	Iteration 44Q: 3 clusters Score -1309510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1309512.625000 Penalty: 3021.726074
	Iteration 45Q: 3 clusters Score -1309513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1309513.000000 Penalty: 3021.726074
	Iteration 46Q: 3 clusters Score -1309513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1309514.875000 Penalty: 3021.726074
	Iteration 47Q: 3 clusters Score -1309515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1309515.250000 Penalty: 3021.726074
	Iteration 48Q: 3 clusters Score -1309515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1309514.875000 Penalty: 3021.726074
	Iteration 49Q: 3 clusters Score -1309515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1309513.875000 Penalty: 3021.726074
	Iteration 50Q: 3 clusters Score -1309514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1309512.875000 Penalty: 3021.726074
	Iteration 51Q: 3 clusters Score -1309513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1309513.000000 Penalty: 3021.726074
	Iteration 52Q: 3 clusters Score -1309513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1309513.000000 Penalty: 3021.726074
	Iteration 53F: 3 clusters Score -1309513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Entering Unmasked Estep 
Score: -1098530.000000 Penalty: 1480.045898
	Iteration 0F: 2 clusters Score -1098530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1092029.000000 Penalty: 2960.091797
	Iteration 0F: 3 clusters Score -1092029 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1094110.250000 Penalty: 2960.091797
	Iteration 1F: 3 clusters Score -1094110 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1094367.125000 Penalty: 2960.091797
	Iteration 2F: 3 clusters Score -1094367 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1094596.375000 Penalty: 2960.091797
	Iteration 3F: 3 clusters Score -1094596 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1094846.500000 Penalty: 2960.091797
	Iteration 4F: 3 clusters Score -1094846 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1095107.750000 Penalty: 2960.091797
	Iteration 5Q: 3 clusters Score -1095108 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1095400.750000 Penalty: 2960.091797
	Iteration 6Q: 3 clusters Score -1095401 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1095724.125000 Penalty: 2960.091797
	Iteration 7Q: 3 clusters Score -1095724 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1096046.750000 Penalty: 2960.091797
	Iteration 8Q: 3 clusters Score -1096047 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1096312.625000 Penalty: 2960.091797
	Iteration 9Q: 3 clusters Score -1096313 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1096566.375000 Penalty: 2960.091797
	Iteration 10Q: 3 clusters Score -1096566 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1096793.125000 Penalty: 2960.091797
	Iteration 11Q: 3 clusters Score -1096793 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1097013.500000 Penalty: 2960.091797
	Iteration 12Q: 3 clusters Score -1097014 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1097150.875000 Penalty: 2960.091797
	Iteration 13Q: 3 clusters Score -1097151 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1097244.000000 Penalty: 2960.091797
	Iteration 14Q: 3 clusters Score -1097244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1097313.625000 Penalty: 2960.091797
	Iteration 15Q: 3 clusters Score -1097314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1097342.750000 Penalty: 2960.091797
	Iteration 16Q: 3 clusters Score -1097343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1097363.000000 Penalty: 2960.091797
	Iteration 17Q: 3 clusters Score -1097363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1097385.625000 Penalty: 2960.091797
	Iteration 18Q: 3 clusters Score -1097386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1097406.000000 Penalty: 2960.091797
	Iteration 19Q: 3 clusters Score -1097406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1097419.875000 Penalty: 2960.091797
	Iteration 20F: 3 clusters Score -1097420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1097425.625000 Penalty: 2960.091797
	Iteration 21Q: 3 clusters Score -1097426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1097428.875000 Penalty: 2960.091797
	Iteration 22Q: 3 clusters Score -1097429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1097430.250000 Penalty: 2960.091797
	Iteration 23Q: 3 clusters Score -1097430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1097433.750000 Penalty: 2960.091797
	Iteration 24Q: 3 clusters Score -1097434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1097434.625000 Penalty: 2960.091797
	Iteration 25Q: 3 clusters Score -1097435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1097437.250000 Penalty: 2960.091797
	Iteration 26Q: 3 clusters Score -1097437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1097440.000000 Penalty: 2960.091797
	Iteration 27Q: 3 clusters Score -1097440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1097439.250000 Penalty: 2960.091797
	Iteration 28Q: 3 clusters Score -1097439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1097440.375000 Penalty: 2960.091797
	Iteration 29Q: 3 clusters Score -1097440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1097442.750000 Penalty: 2960.091797
	Iteration 30Q: 3 clusters Score -1097443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1097445.500000 Penalty: 2960.091797
	Iteration 31Q: 3 clusters Score -1097446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1097445.250000 Penalty: 2960.091797
	Iteration 32Q: 3 clusters Score -1097445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1097444.750000 Penalty: 2960.091797
	Iteration 33Q: 3 clusters Score -1097445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1097444.750000 Penalty: 2960.091797
	Iteration 34F: 3 clusters Score -1097445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -215650.828125 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -215650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -213629.203125 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -213629.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -214065.812500 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -214065.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -214195.703125 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -214195.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -214268.203125 Penalty: 2456.178711
	Iteration 3Q: 3 clusters Score -214268.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -214310.484375 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -214310.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -214340.218750 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -214340.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -214364.703125 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -214364.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -214391.796875 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -214391.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -214439.437500 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -214439.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -214483.734375 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -214483.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -214547.562500 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -214547.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -214609.671875 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -214609.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -214666.703125 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -214666.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -214731.734375 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -214731.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -214797.328125 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -214797.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -214870.843750 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -214870.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -214948.312500 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -214948.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -215015.109375 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -215015.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -215066.953125 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -215067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -215100.859375 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -215100.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -215126.265625 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -215126.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -215143.562500 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -215143.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -215149.671875 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -215149.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -215151.609375 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -215151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -215151.843750 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -215151.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -215151.843750 Penalty: 2456.178711
	Iteration 25F: 3 clusters Score -215151.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Entering Unmasked Estep 
Score: -11299339.000000 Penalty: 1854.043091
	Iteration 0F: 2 clusters Score -1.129934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -11241801.000000 Penalty: 3708.086182
	Iteration 0F: 3 clusters Score -1.12418e+07 nChanged 43158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -11266583.000000 Penalty: 3708.086182
	Iteration 1F: 3 clusters Score -1.126658e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -11267187.000000 Penalty: 3708.086182
	Iteration 2Q: 3 clusters Score -1.126719e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -11267955.000000 Penalty: 3708.086182
	Iteration 3Q: 3 clusters Score -1.126796e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -11268931.000000 Penalty: 3708.086182
	Iteration 4Q: 3 clusters Score -1.126893e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -11270637.000000 Penalty: 3708.086182
	Iteration 5Q: 3 clusters Score -1.127064e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
Score: -11273518.000000 Penalty: 3708.086182
	Iteration 6F: 3 clusters Score -1.127352e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -11277890.000000 Penalty: 3708.086182
	Iteration 7F: 3 clusters Score -1.127789e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -11283339.000000 Penalty: 3708.086182
	Iteration 8F: 3 clusters Score -1.128334e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -11288365.000000 Penalty: 3708.086182
	Iteration 9F: 3 clusters Score -1.128836e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 79118 members 
Entering Unmasked Estep 
Score: -11292014.000000 Penalty: 3708.086182
	Iteration 10Q: 3 clusters Score -1.129201e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -11294418.000000 Penalty: 3708.086182
	Iteration 11Q: 3 clusters Score -1.129442e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -11295940.000000 Penalty: 3708.086182
	Iteration 12Q: 3 clusters Score -1.129594e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -11296786.000000 Penalty: 3708.086182
	Iteration 13Q: 3 clusters Score -1.129679e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
Score: -11297215.000000 Penalty: 3708.086182
	Iteration 14Q: 3 clusters Score -1.129722e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 86958 members 
Entering Unmasked Estep 
Score: -11297493.000000 Penalty: 3708.086182
	Iteration 15Q: 3 clusters Score -1.129749e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -11297729.000000 Penalty: 3708.086182
	Iteration 16Q: 3 clusters Score -1.129773e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -11297822.000000 Penalty: 3708.086182
	Iteration 17Q: 3 clusters Score -1.129782e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -11297879.000000 Penalty: 3708.086182
	Iteration 18Q: 3 clusters Score -1.129788e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -11297904.000000 Penalty: 3708.086182
	Iteration 19Q: 3 clusters Score -1.12979e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 89068 members 
Entering Unmasked Estep 
Score: -11297924.000000 Penalty: 3708.086182
	Iteration 20F: 3 clusters Score -1.129792e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -11297933.000000 Penalty: 3708.086182
	Iteration 21Q: 3 clusters Score -1.129793e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 89336 members 
Entering Unmasked Estep 
Score: -11297937.000000 Penalty: 3708.086182
	Iteration 22Q: 3 clusters Score -1.129794e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -11297933.000000 Penalty: 3708.086182
	Iteration 23Q: 3 clusters Score -1.129793e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -11297929.000000 Penalty: 3708.086182
	Iteration 24Q: 3 clusters Score -1.129793e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -11297926.000000 Penalty: 3708.086182
	Iteration 25Q: 3 clusters Score -1.129793e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 89530 members 
Entering Unmasked Estep 
Score: -11297918.000000 Penalty: 3708.086182
	Iteration 26Q: 3 clusters Score -1.129792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -11297927.000000 Penalty: 3708.086182
	Iteration 27Q: 3 clusters Score -1.129793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -11297932.000000 Penalty: 3708.086182
	Iteration 28Q: 3 clusters Score -1.129793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -11297927.000000 Penalty: 3708.086182
	Iteration 29Q: 3 clusters Score -1.129793e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -11297939.000000 Penalty: 3708.086182
	Iteration 30Q: 3 clusters Score -1.129794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -11297961.000000 Penalty: 3708.086182
	Iteration 31Q: 3 clusters Score -1.129796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -11297962.000000 Penalty: 3708.086182
	Iteration 32Q: 3 clusters Score -1.129796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -11297955.000000 Penalty: 3708.086182
	Iteration 33Q: 3 clusters Score -1.129796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -11297960.000000 Penalty: 3708.086182
	Iteration 34Q: 3 clusters Score -1.129796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 89690 members 
Entering Unmasked Estep 
Score: -11297951.000000 Penalty: 3708.086182
	Iteration 35Q: 3 clusters Score -1.129795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -11297954.000000 Penalty: 3708.086182
	Iteration 36Q: 3 clusters Score -1.129795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -11297948.000000 Penalty: 3708.086182
	Iteration 37Q: 3 clusters Score -1.129795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -11297950.000000 Penalty: 3708.086182
	Iteration 38Q: 3 clusters Score -1.129795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
Score: -11297952.000000 Penalty: 3708.086182
	Iteration 39Q: 3 clusters Score -1.129795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -11297955.000000 Penalty: 3708.086182
	Iteration 40F: 3 clusters Score -1.129796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -11297951.000000 Penalty: 3708.086182
	Iteration 41Q: 3 clusters Score -1.129795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -11297952.000000 Penalty: 3708.086182
	Iteration 42Q: 3 clusters Score -1.129795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 89713 members 
Entering Unmasked Estep 
Score: -11297957.000000 Penalty: 3708.086182
	Iteration 43Q: 3 clusters Score -1.129796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 89715 members 
Entering Unmasked Estep 
Score: -11297946.000000 Penalty: 3708.086182
	Iteration 44Q: 3 clusters Score -1.129795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -11297963.000000 Penalty: 3708.086182
	Iteration 45Q: 3 clusters Score -1.129796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -11297955.000000 Penalty: 3708.086182
	Iteration 46Q: 3 clusters Score -1.129796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -11297954.000000 Penalty: 3708.086182
	Iteration 47Q: 3 clusters Score -1.129795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -11297955.000000 Penalty: 3708.086182
	Iteration 48Q: 3 clusters Score -1.129796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -11297957.000000 Penalty: 3708.086182
	Iteration 49Q: 3 clusters Score -1.129796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -11297964.000000 Penalty: 3708.086182
	Iteration 50Q: 3 clusters Score -1.129796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -11297964.000000 Penalty: 3708.086182
	Iteration 51F: 3 clusters Score -1.129796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -457880.343750 Penalty: 1342.582031
	Iteration 0F: 2 clusters Score -457880.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -454618.718750 Penalty: 2685.164062
	Iteration 0F: 3 clusters Score -454618.7 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -455456.093750 Penalty: 2685.164062
	Iteration 1F: 3 clusters Score -455456.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -455662.093750 Penalty: 2685.164062
	Iteration 2F: 3 clusters Score -455662.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -455769.187500 Penalty: 2685.164062
	Iteration 3F: 3 clusters Score -455769.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -455852.500000 Penalty: 2685.164062
	Iteration 4Q: 3 clusters Score -455852.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -455915.468750 Penalty: 2685.164062
	Iteration 5Q: 3 clusters Score -455915.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -455967.343750 Penalty: 2685.164062
	Iteration 6Q: 3 clusters Score -455967.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -456016.000000 Penalty: 2685.164062
	Iteration 7Q: 3 clusters Score -456016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -456064.593750 Penalty: 2685.164062
	Iteration 8Q: 3 clusters Score -456064.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -456104.156250 Penalty: 2685.164062
	Iteration 9Q: 3 clusters Score -456104.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -456146.093750 Penalty: 2685.164062
	Iteration 10Q: 3 clusters Score -456146.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -456200.687500 Penalty: 2685.164062
	Iteration 11Q: 3 clusters Score -456200.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -456258.218750 Penalty: 2685.164062
	Iteration 12Q: 3 clusters Score -456258.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -456316.781250 Penalty: 2685.164062
	Iteration 13Q: 3 clusters Score -456316.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -456372.500000 Penalty: 2685.164062
	Iteration 14Q: 3 clusters Score -456372.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -456427.500000 Penalty: 2685.164062
	Iteration 15Q: 3 clusters Score -456427.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -456474.750000 Penalty: 2685.164062
	Iteration 16Q: 3 clusters Score -456474.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -456519.312500 Penalty: 2685.164062
	Iteration 17Q: 3 clusters Score -456519.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -456551.875000 Penalty: 2685.164062
	Iteration 18Q: 3 clusters Score -456551.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -456583.125000 Penalty: 2685.164062
	Iteration 19Q: 3 clusters Score -456583.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -456608.343750 Penalty: 2685.164062
	Iteration 20F: 3 clusters Score -456608.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -456634.593750 Penalty: 2685.164062
	Iteration 21Q: 3 clusters Score -456634.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -456658.750000 Penalty: 2685.164062
	Iteration 22Q: 3 clusters Score -456658.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -456675.781250 Penalty: 2685.164062
	Iteration 23Q: 3 clusters Score -456675.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -456692.593750 Penalty: 2685.164062
	Iteration 24Q: 3 clusters Score -456692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -456696.343750 Penalty: 2685.164062
	Iteration 25Q: 3 clusters Score -456696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -456698.968750 Penalty: 2685.164062
	Iteration 26Q: 3 clusters Score -456699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -456701.031250 Penalty: 2685.164062
	Iteration 27Q: 3 clusters Score -456701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -456701.843750 Penalty: 2685.164062
	Iteration 28Q: 3 clusters Score -456701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -456702.125000 Penalty: 2685.164062
	Iteration 29Q: 3 clusters Score -456702.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -456702.125000 Penalty: 2685.164062
	Iteration 30F: 3 clusters Score -456702.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Entering Unmasked Estep 
Score: -9964729.000000 Penalty: 1832.919312
	Iteration 0F: 2 clusters Score -9964729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -9913261.000000 Penalty: 3665.838623
	Iteration 0F: 3 clusters Score -9913261 nChanged 37635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -9934776.000000 Penalty: 3665.838623
	Iteration 1F: 3 clusters Score -9934776 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -9935508.000000 Penalty: 3665.838623
	Iteration 2Q: 3 clusters Score -9935508 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -9936644.000000 Penalty: 3665.838623
	Iteration 3Q: 3 clusters Score -9936644 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -9938795.000000 Penalty: 3665.838623
	Iteration 4F: 3 clusters Score -9938795 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -9942419.000000 Penalty: 3665.838623
	Iteration 5F: 3 clusters Score -9942419 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -9947591.000000 Penalty: 3665.838623
	Iteration 6F: 3 clusters Score -9947591 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -9953345.000000 Penalty: 3665.838623
	Iteration 7F: 3 clusters Score -9953345 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -9957866.000000 Penalty: 3665.838623
	Iteration 8F: 3 clusters Score -9957866 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9960704.000000 Penalty: 3665.838623
	Iteration 9Q: 3 clusters Score -9960704 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9962113.000000 Penalty: 3665.838623
	Iteration 10Q: 3 clusters Score -9962113 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9962664.000000 Penalty: 3665.838623
	Iteration 11Q: 3 clusters Score -9962664 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9962860.000000 Penalty: 3665.838623
	Iteration 12Q: 3 clusters Score -9962860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9962981.000000 Penalty: 3665.838623
	Iteration 13Q: 3 clusters Score -9962981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9963064.000000 Penalty: 3665.838623
	Iteration 14Q: 3 clusters Score -9963064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9963092.000000 Penalty: 3665.838623
	Iteration 15Q: 3 clusters Score -9963092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9963116.000000 Penalty: 3665.838623
	Iteration 16Q: 3 clusters Score -9963116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9963133.000000 Penalty: 3665.838623
	Iteration 17Q: 3 clusters Score -9963133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9963148.000000 Penalty: 3665.838623
	Iteration 18Q: 3 clusters Score -9963148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9963162.000000 Penalty: 3665.838623
	Iteration 19Q: 3 clusters Score -9963162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9963161.000000 Penalty: 3665.838623
	Iteration 20F: 3 clusters Score -9963161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9963161.000000 Penalty: 3665.838623
	Iteration 21Q: 3 clusters Score -9963161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9963171.000000 Penalty: 3665.838623
	Iteration 22Q: 3 clusters Score -9963171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9963179.000000 Penalty: 3665.838623
	Iteration 23Q: 3 clusters Score -9963179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9963186.000000 Penalty: 3665.838623
	Iteration 24Q: 3 clusters Score -9963186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9963181.000000 Penalty: 3665.838623
	Iteration 25Q: 3 clusters Score -9963181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9963190.000000 Penalty: 3665.838623
	Iteration 26Q: 3 clusters Score -9963190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9963194.000000 Penalty: 3665.838623
	Iteration 27Q: 3 clusters Score -9963194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9963188.000000 Penalty: 3665.838623
	Iteration 28Q: 3 clusters Score -9963188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9963198.000000 Penalty: 3665.838623
	Iteration 29Q: 3 clusters Score -9963198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9963202.000000 Penalty: 3665.838623
	Iteration 30Q: 3 clusters Score -9963202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9963201.000000 Penalty: 3665.838623
	Iteration 31Q: 3 clusters Score -9963201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9963206.000000 Penalty: 3665.838623
	Iteration 32Q: 3 clusters Score -9963206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9963206.000000 Penalty: 3665.838623
	Iteration 33Q: 3 clusters Score -9963206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9963209.000000 Penalty: 3665.838623
	Iteration 34Q: 3 clusters Score -9963209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9963218.000000 Penalty: 3665.838623
	Iteration 35Q: 3 clusters Score -9963218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9963216.000000 Penalty: 3665.838623
	Iteration 36Q: 3 clusters Score -9963216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9963221.000000 Penalty: 3665.838623
	Iteration 37Q: 3 clusters Score -9963221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9963221.000000 Penalty: 3665.838623
	Iteration 38F: 3 clusters Score -9963221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -648454.250000 Penalty: 1395.796021
	Iteration 0F: 2 clusters Score -648454.2 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 2682 members 
Entering Unmasked Estep 
Score: -644251.437500 Penalty: 2791.592041
	Iteration 0F: 3 clusters Score -644251.4 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -645423.812500 Penalty: 2791.592041
	Iteration 1F: 3 clusters Score -645423.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -645584.750000 Penalty: 2791.592041
	Iteration 2F: 3 clusters Score -645584.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -645690.875000 Penalty: 2791.592041
	Iteration 3Q: 3 clusters Score -645690.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -645756.562500 Penalty: 2791.592041
	Iteration 4Q: 3 clusters Score -645756.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -645809.187500 Penalty: 2791.592041
	Iteration 5Q: 3 clusters Score -645809.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -645843.250000 Penalty: 2791.592041
	Iteration 6Q: 3 clusters Score -645843.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -645878.125000 Penalty: 2791.592041
	Iteration 7Q: 3 clusters Score -645878.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -645910.250000 Penalty: 2791.592041
	Iteration 8Q: 3 clusters Score -645910.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -645942.437500 Penalty: 2791.592041
	Iteration 9Q: 3 clusters Score -645942.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -645966.125000 Penalty: 2791.592041
	Iteration 10Q: 3 clusters Score -645966.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -646004.375000 Penalty: 2791.592041
	Iteration 11Q: 3 clusters Score -646004.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -646038.062500 Penalty: 2791.592041
	Iteration 12Q: 3 clusters Score -646038.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -646067.375000 Penalty: 2791.592041
	Iteration 13Q: 3 clusters Score -646067.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -646094.687500 Penalty: 2791.592041
	Iteration 14Q: 3 clusters Score -646094.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -646133.375000 Penalty: 2791.592041
	Iteration 15Q: 3 clusters Score -646133.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -646174.125000 Penalty: 2791.592041
	Iteration 16Q: 3 clusters Score -646174.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -646207.312500 Penalty: 2791.592041
	Iteration 17Q: 3 clusters Score -646207.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -646237.125000 Penalty: 2791.592041
	Iteration 18Q: 3 clusters Score -646237.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -646274.625000 Penalty: 2791.592041
	Iteration 19Q: 3 clusters Score -646274.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -646307.062500 Penalty: 2791.592041
	Iteration 20F: 3 clusters Score -646307.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -646329.750000 Penalty: 2791.592041
	Iteration 21Q: 3 clusters Score -646329.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -646354.250000 Penalty: 2791.592041
	Iteration 22Q: 3 clusters Score -646354.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -646386.250000 Penalty: 2791.592041
	Iteration 23Q: 3 clusters Score -646386.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -646422.437500 Penalty: 2791.592041
	Iteration 24Q: 3 clusters Score -646422.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -646451.187500 Penalty: 2791.592041
	Iteration 25Q: 3 clusters Score -646451.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -646478.125000 Penalty: 2791.592041
	Iteration 26Q: 3 clusters Score -646478.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -646506.500000 Penalty: 2791.592041
	Iteration 27Q: 3 clusters Score -646506.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -646522.937500 Penalty: 2791.592041
	Iteration 28Q: 3 clusters Score -646522.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -646536.812500 Penalty: 2791.592041
	Iteration 29Q: 3 clusters Score -646536.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -646546.875000 Penalty: 2791.592041
	Iteration 30Q: 3 clusters Score -646546.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -646558.625000 Penalty: 2791.592041
	Iteration 31Q: 3 clusters Score -646558.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -646567.875000 Penalty: 2791.592041
	Iteration 32Q: 3 clusters Score -646567.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -646575.375000 Penalty: 2791.592041
	Iteration 33Q: 3 clusters Score -646575.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -646591.125000 Penalty: 2791.592041
	Iteration 34Q: 3 clusters Score -646591.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -646605.312500 Penalty: 2791.592041
	Iteration 35Q: 3 clusters Score -646605.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -646619.375000 Penalty: 2791.592041
	Iteration 36Q: 3 clusters Score -646619.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -646630.062500 Penalty: 2791.592041
	Iteration 37Q: 3 clusters Score -646630.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -646643.000000 Penalty: 2791.592041
	Iteration 38Q: 3 clusters Score -646643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -646663.000000 Penalty: 2791.592041
	Iteration 39Q: 3 clusters Score -646663 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -646679.750000 Penalty: 2791.592041
	Iteration 40F: 3 clusters Score -646679.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -646693.562500 Penalty: 2791.592041
	Iteration 41Q: 3 clusters Score -646693.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -646705.875000 Penalty: 2791.592041
	Iteration 42Q: 3 clusters Score -646705.9 nChanged 34
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: -646716.000000 Penalty: 2791.592041
	Iteration 43Q: 3 clusters Score -646716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -646731.562500 Penalty: 2791.592041
	Iteration 44Q: 3 clusters Score -646731.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -646749.875000 Penalty: 2791.592041
	Iteration 45Q: 3 clusters Score -646749.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -646769.312500 Penalty: 2791.592041
	Iteration 46Q: 3 clusters Score -646769.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -646786.437500 Penalty: 2791.592041
	Iteration 47Q: 3 clusters Score -646786.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -646801.875000 Penalty: 2791.592041
	Iteration 48Q: 3 clusters Score -646801.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -646819.250000 Penalty: 2791.592041
	Iteration 49Q: 3 clusters Score -646819.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -646844.875000 Penalty: 2791.592041
	Iteration 50Q: 3 clusters Score -646844.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -646869.937500 Penalty: 2791.592041
	Iteration 51Q: 3 clusters Score -646869.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -646890.187500 Penalty: 2791.592041
	Iteration 52Q: 3 clusters Score -646890.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -646901.375000 Penalty: 2791.592041
	Iteration 53Q: 3 clusters Score -646901.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -646913.312500 Penalty: 2791.592041
	Iteration 54Q: 3 clusters Score -646913.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -646923.062500 Penalty: 2791.592041
	Iteration 55Q: 3 clusters Score -646923.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -646931.250000 Penalty: 2791.592041
	Iteration 56Q: 3 clusters Score -646931.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -646940.812500 Penalty: 2791.592041
	Iteration 57Q: 3 clusters Score -646940.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -646949.187500 Penalty: 2791.592041
	Iteration 58Q: 3 clusters Score -646949.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -646957.500000 Penalty: 2791.592041
	Iteration 59Q: 3 clusters Score -646957.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -646966.875000 Penalty: 2791.592041
	Iteration 60F: 3 clusters Score -646966.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -646976.062500 Penalty: 2791.592041
	Iteration 61Q: 3 clusters Score -646976.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -646984.562500 Penalty: 2791.592041
	Iteration 62Q: 3 clusters Score -646984.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -646989.875000 Penalty: 2791.592041
	Iteration 63Q: 3 clusters Score -646989.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -646997.875000 Penalty: 2791.592041
	Iteration 64Q: 3 clusters Score -646997.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -647003.750000 Penalty: 2791.592041
	Iteration 65Q: 3 clusters Score -647003.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -647009.562500 Penalty: 2791.592041
	Iteration 66Q: 3 clusters Score -647009.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -647015.125000 Penalty: 2791.592041
	Iteration 67Q: 3 clusters Score -647015.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -647016.250000 Penalty: 2791.592041
	Iteration 68Q: 3 clusters Score -647016.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -647021.000000 Penalty: 2791.592041
	Iteration 69Q: 3 clusters Score -647021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -647024.250000 Penalty: 2791.592041
	Iteration 70Q: 3 clusters Score -647024.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -647025.125000 Penalty: 2791.592041
	Iteration 71Q: 3 clusters Score -647025.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -647026.437500 Penalty: 2791.592041
	Iteration 72Q: 3 clusters Score -647026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -647028.750000 Penalty: 2791.592041
	Iteration 73Q: 3 clusters Score -647028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -647030.187500 Penalty: 2791.592041
	Iteration 74Q: 3 clusters Score -647030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -647030.250000 Penalty: 2791.592041
	Iteration 75Q: 3 clusters Score -647030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -647031.250000 Penalty: 2791.592041
	Iteration 76Q: 3 clusters Score -647031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -647030.312500 Penalty: 2791.592041
	Iteration 77Q: 3 clusters Score -647030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -647033.187500 Penalty: 2791.592041
	Iteration 78Q: 3 clusters Score -647033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -647033.875000 Penalty: 2791.592041
	Iteration 79Q: 3 clusters Score -647033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -647033.125000 Penalty: 2791.592041
	Iteration 80F: 3 clusters Score -647033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -647034.125000 Penalty: 2791.592041
	Iteration 81Q: 3 clusters Score -647034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -647037.312500 Penalty: 2791.592041
	Iteration 82Q: 3 clusters Score -647037.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -647038.750000 Penalty: 2791.592041
	Iteration 83Q: 3 clusters Score -647038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -647040.250000 Penalty: 2791.592041
	Iteration 84Q: 3 clusters Score -647040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -647041.750000 Penalty: 2791.592041
	Iteration 85Q: 3 clusters Score -647041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -647041.000000 Penalty: 2791.592041
	Iteration 86Q: 3 clusters Score -647041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -647040.875000 Penalty: 2791.592041
	Iteration 87Q: 3 clusters Score -647040.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -647040.875000 Penalty: 2791.592041
	Iteration 88F: 3 clusters Score -647040.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -220297.375000 Penalty: 1234.086914
	Iteration 0F: 2 clusters Score -220297.4 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 966 members 
Entering Unmasked Estep 
Score: -218249.250000 Penalty: 2468.173828
	Iteration 0F: 3 clusters Score -218249.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218762.531250 Penalty: 2468.173828
	Iteration 1F: 3 clusters Score -218762.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -218976.765625 Penalty: 2468.173828
	Iteration 2F: 3 clusters Score -218976.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -219276.781250 Penalty: 2468.173828
	Iteration 3F: 3 clusters Score -219276.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -219583.406250 Penalty: 2468.173828
	Iteration 4F: 3 clusters Score -219583.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -219973.859375 Penalty: 2468.173828
	Iteration 5F: 3 clusters Score -219973.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -220208.421875 Penalty: 2468.173828
	Iteration 6F: 3 clusters Score -220208.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -220316.156250 Penalty: 2468.173828
	Iteration 7Q: 3 clusters Score -220316.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -220373.687500 Penalty: 2468.173828
	Iteration 8Q: 3 clusters Score -220373.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -220407.531250 Penalty: 2468.173828
	Iteration 9Q: 3 clusters Score -220407.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -220435.375000 Penalty: 2468.173828
	Iteration 10Q: 3 clusters Score -220435.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -220474.453125 Penalty: 2468.173828
	Iteration 11Q: 3 clusters Score -220474.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -220504.031250 Penalty: 2468.173828
	Iteration 12Q: 3 clusters Score -220504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -220520.671875 Penalty: 2468.173828
	Iteration 13Q: 3 clusters Score -220520.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -220532.578125 Penalty: 2468.173828
	Iteration 14Q: 3 clusters Score -220532.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -220541.468750 Penalty: 2468.173828
	Iteration 15Q: 3 clusters Score -220541.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -220545.375000 Penalty: 2468.173828
	Iteration 16Q: 3 clusters Score -220545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -220547.781250 Penalty: 2468.173828
	Iteration 17Q: 3 clusters Score -220547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -220547.984375 Penalty: 2468.173828
	Iteration 18Q: 3 clusters Score -220548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -220548.703125 Penalty: 2468.173828
	Iteration 19Q: 3 clusters Score -220548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -220549.625000 Penalty: 2468.173828
	Iteration 20F: 3 clusters Score -220549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -220550.250000 Penalty: 2468.173828
	Iteration 21Q: 3 clusters Score -220550.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -220550.250000 Penalty: 2468.173828
	Iteration 22F: 3 clusters Score -220550.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95129 members 
Mstep: Class 4 contains 79050 members 
Mstep: Class 5 contains 88210 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 97147 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10912 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90174 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79182 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86280 members 
Mstep: Class 24 contains 25578 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9225 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 859 members 
Entering Unmasked Estep 
Score: -102248296.000000 Penalty: 70941.500000
Splitting cluster 20 changes total score from -102249008.000000 to -102248296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -21257.271484 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -21257.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20649.496094 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -20649.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20893.597656 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -20893.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20978.486328 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -20978.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21008.437500 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -21008.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21045.000000 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -21045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21047.074219 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -21047.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21047.300781 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -21047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21047.300781 Penalty: 1864.385986
	Iteration 7F: 3 clusters Score -21047.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -304331.531250 Penalty: 1280.753418
	Iteration 0F: 2 clusters Score -304331.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -301884.656250 Penalty: 2561.506836
	Iteration 0F: 3 clusters Score -301884.7 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -302656.562500 Penalty: 2561.506836
	Iteration 1F: 3 clusters Score -302656.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -302916.750000 Penalty: 2561.506836
	Iteration 2F: 3 clusters Score -302916.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -303113.125000 Penalty: 2561.506836
	Iteration 3F: 3 clusters Score -303113.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -303245.281250 Penalty: 2561.506836
	Iteration 4F: 3 clusters Score -303245.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -303380.093750 Penalty: 2561.506836
	Iteration 5F: 3 clusters Score -303380.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -303499.343750 Penalty: 2561.506836
	Iteration 6Q: 3 clusters Score -303499.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -303594.343750 Penalty: 2561.506836
	Iteration 7Q: 3 clusters Score -303594.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -303676.500000 Penalty: 2561.506836
	Iteration 8Q: 3 clusters Score -303676.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -303736.250000 Penalty: 2561.506836
	Iteration 9Q: 3 clusters Score -303736.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -303792.750000 Penalty: 2561.506836
	Iteration 10Q: 3 clusters Score -303792.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -303834.468750 Penalty: 2561.506836
	Iteration 11Q: 3 clusters Score -303834.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -303858.875000 Penalty: 2561.506836
	Iteration 12Q: 3 clusters Score -303858.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -303881.343750 Penalty: 2561.506836
	Iteration 13Q: 3 clusters Score -303881.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -303901.781250 Penalty: 2561.506836
	Iteration 14Q: 3 clusters Score -303901.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -303930.500000 Penalty: 2561.506836
	Iteration 15Q: 3 clusters Score -303930.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -303953.500000 Penalty: 2561.506836
	Iteration 16Q: 3 clusters Score -303953.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -303972.156250 Penalty: 2561.506836
	Iteration 17Q: 3 clusters Score -303972.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -303989.375000 Penalty: 2561.506836
	Iteration 18Q: 3 clusters Score -303989.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -304002.187500 Penalty: 2561.506836
	Iteration 19Q: 3 clusters Score -304002.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -304009.468750 Penalty: 2561.506836
	Iteration 20F: 3 clusters Score -304009.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -304015.093750 Penalty: 2561.506836
	Iteration 21Q: 3 clusters Score -304015.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -304021.656250 Penalty: 2561.506836
	Iteration 22Q: 3 clusters Score -304021.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -304027.656250 Penalty: 2561.506836
	Iteration 23Q: 3 clusters Score -304027.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -304029.250000 Penalty: 2561.506836
	Iteration 24Q: 3 clusters Score -304029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -304030.750000 Penalty: 2561.506836
	Iteration 25Q: 3 clusters Score -304030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -304030.468750 Penalty: 2561.506836
	Iteration 26Q: 3 clusters Score -304030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -304031.125000 Penalty: 2561.506836
	Iteration 27Q: 3 clusters Score -304031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -304031.500000 Penalty: 2561.506836
	Iteration 28Q: 3 clusters Score -304031.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -304031.500000 Penalty: 2561.506836
	Iteration 29F: 3 clusters Score -304031.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (86280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Entering Unmasked Estep 
Score: -10638739.000000 Penalty: 1846.869751
	Iteration 0F: 2 clusters Score -1.063874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -10581715.000000 Penalty: 3693.739502
	Iteration 0F: 3 clusters Score -1.058172e+07 nChanged 41013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -10605241.000000 Penalty: 3693.739502
	Iteration 1F: 3 clusters Score -1.060524e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -10605905.000000 Penalty: 3693.739502
	Iteration 2Q: 3 clusters Score -1.06059e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -10606929.000000 Penalty: 3693.739502
	Iteration 3Q: 3 clusters Score -1.060693e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -10608306.000000 Penalty: 3693.739502
	Iteration 4Q: 3 clusters Score -1.060831e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -10610507.000000 Penalty: 3693.739502
	Iteration 5F: 3 clusters Score -1.061051e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -10614044.000000 Penalty: 3693.739502
	Iteration 6F: 3 clusters Score -1.061404e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -10619048.000000 Penalty: 3693.739502
	Iteration 7F: 3 clusters Score -1.061905e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -10624507.000000 Penalty: 3693.739502
	Iteration 8F: 3 clusters Score -1.062451e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -10628739.000000 Penalty: 3693.739502
	Iteration 9F: 3 clusters Score -1.062874e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -10630914.000000 Penalty: 3693.739502
	Iteration 10Q: 3 clusters Score -1.063091e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -10631956.000000 Penalty: 3693.739502
	Iteration 11Q: 3 clusters Score -1.063196e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -10632581.000000 Penalty: 3693.739502
	Iteration 12Q: 3 clusters Score -1.063258e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -10633026.000000 Penalty: 3693.739502
	Iteration 13Q: 3 clusters Score -1.063303e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -10633456.000000 Penalty: 3693.739502
	Iteration 14Q: 3 clusters Score -1.063346e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -10633890.000000 Penalty: 3693.739502
	Iteration 15Q: 3 clusters Score -1.063389e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -10634282.000000 Penalty: 3693.739502
	Iteration 16Q: 3 clusters Score -1.063428e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -10634688.000000 Penalty: 3693.739502
	Iteration 17Q: 3 clusters Score -1.063469e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -10635126.000000 Penalty: 3693.739502
	Iteration 18Q: 3 clusters Score -1.063513e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -10635540.000000 Penalty: 3693.739502
	Iteration 19Q: 3 clusters Score -1.063554e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -10635850.000000 Penalty: 3693.739502
	Iteration 20F: 3 clusters Score -1.063585e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -10636073.000000 Penalty: 3693.739502
	Iteration 21Q: 3 clusters Score -1.063607e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79800 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -10636268.000000 Penalty: 3693.739502
	Iteration 22Q: 3 clusters Score -1.063627e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -10636409.000000 Penalty: 3693.739502
	Iteration 23Q: 3 clusters Score -1.063641e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -10636565.000000 Penalty: 3693.739502
	Iteration 24Q: 3 clusters Score -1.063656e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -10636698.000000 Penalty: 3693.739502
	Iteration 25Q: 3 clusters Score -1.06367e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -10636758.000000 Penalty: 3693.739502
	Iteration 26Q: 3 clusters Score -1.063676e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -10636863.000000 Penalty: 3693.739502
	Iteration 27Q: 3 clusters Score -1.063686e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -10636940.000000 Penalty: 3693.739502
	Iteration 28Q: 3 clusters Score -1.063694e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -10636961.000000 Penalty: 3693.739502
	Iteration 29Q: 3 clusters Score -1.063696e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -10636990.000000 Penalty: 3693.739502
	Iteration 30Q: 3 clusters Score -1.063699e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -10636985.000000 Penalty: 3693.739502
	Iteration 31Q: 3 clusters Score -1.063698e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -10637050.000000 Penalty: 3693.739502
	Iteration 32Q: 3 clusters Score -1.063705e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -10637066.000000 Penalty: 3693.739502
	Iteration 33Q: 3 clusters Score -1.063707e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -10637122.000000 Penalty: 3693.739502
	Iteration 34Q: 3 clusters Score -1.063712e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83410 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -10637127.000000 Penalty: 3693.739502
	Iteration 35Q: 3 clusters Score -1.063713e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -10637140.000000 Penalty: 3693.739502
	Iteration 36Q: 3 clusters Score -1.063714e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10637178.000000 Penalty: 3693.739502
	Iteration 37Q: 3 clusters Score -1.063718e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -10637235.000000 Penalty: 3693.739502
	Iteration 38Q: 3 clusters Score -1.063724e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83906 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -10637233.000000 Penalty: 3693.739502
	Iteration 39Q: 3 clusters Score -1.063723e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10637278.000000 Penalty: 3693.739502
	Iteration 40F: 3 clusters Score -1.063728e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -10637302.000000 Penalty: 3693.739502
	Iteration 41Q: 3 clusters Score -1.06373e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -10637318.000000 Penalty: 3693.739502
	Iteration 42Q: 3 clusters Score -1.063732e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -10637325.000000 Penalty: 3693.739502
	Iteration 43Q: 3 clusters Score -1.063732e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -10637364.000000 Penalty: 3693.739502
	Iteration 44Q: 3 clusters Score -1.063736e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -10637351.000000 Penalty: 3693.739502
	Iteration 45Q: 3 clusters Score -1.063735e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -10637364.000000 Penalty: 3693.739502
	Iteration 46Q: 3 clusters Score -1.063736e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -10637346.000000 Penalty: 3693.739502
	Iteration 47Q: 3 clusters Score -1.063735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10637355.000000 Penalty: 3693.739502
	Iteration 48Q: 3 clusters Score -1.063736e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84548 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10637366.000000 Penalty: 3693.739502
	Iteration 49Q: 3 clusters Score -1.063737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -10637349.000000 Penalty: 3693.739502
	Iteration 50Q: 3 clusters Score -1.063735e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10637363.000000 Penalty: 3693.739502
	Iteration 51Q: 3 clusters Score -1.063736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10637365.000000 Penalty: 3693.739502
	Iteration 52Q: 3 clusters Score -1.063736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -10637378.000000 Penalty: 3693.739502
	Iteration 53Q: 3 clusters Score -1.063738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10637389.000000 Penalty: 3693.739502
	Iteration 54Q: 3 clusters Score -1.063739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84656 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -10637383.000000 Penalty: 3693.739502
	Iteration 55Q: 3 clusters Score -1.063738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -10637387.000000 Penalty: 3693.739502
	Iteration 56Q: 3 clusters Score -1.063739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84684 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10637394.000000 Penalty: 3693.739502
	Iteration 57Q: 3 clusters Score -1.063739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -10637398.000000 Penalty: 3693.739502
	Iteration 58Q: 3 clusters Score -1.06374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -10637402.000000 Penalty: 3693.739502
	Iteration 59Q: 3 clusters Score -1.06374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10637405.000000 Penalty: 3693.739502
	Iteration 60F: 3 clusters Score -1.06374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10637397.000000 Penalty: 3693.739502
	Iteration 61Q: 3 clusters Score -1.06374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -10637406.000000 Penalty: 3693.739502
	Iteration 62Q: 3 clusters Score -1.063741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84734 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -10637401.000000 Penalty: 3693.739502
	Iteration 63Q: 3 clusters Score -1.06374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10637406.000000 Penalty: 3693.739502
	Iteration 64Q: 3 clusters Score -1.063741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84745 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -10637411.000000 Penalty: 3693.739502
	Iteration 65Q: 3 clusters Score -1.063741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -10637403.000000 Penalty: 3693.739502
	Iteration 66Q: 3 clusters Score -1.06374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -10637398.000000 Penalty: 3693.739502
	Iteration 67Q: 3 clusters Score -1.06374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -10637412.000000 Penalty: 3693.739502
	Iteration 68Q: 3 clusters Score -1.063741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -10637413.000000 Penalty: 3693.739502
	Iteration 69Q: 3 clusters Score -1.063741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -10637413.000000 Penalty: 3693.739502
	Iteration 70Q: 3 clusters Score -1.063741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -10637408.000000 Penalty: 3693.739502
	Iteration 71Q: 3 clusters Score -1.063741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -10637410.000000 Penalty: 3693.739502
	Iteration 72Q: 3 clusters Score -1.063741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -10637410.000000 Penalty: 3693.739502
	Iteration 73F: 3 clusters Score -1.063741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Entering Unmasked Estep 
Score: -3082943.000000 Penalty: 1649.291748
	Iteration 0F: 2 clusters Score -3082943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3065770.250000 Penalty: 3298.583496
	Iteration 0F: 3 clusters Score -3065770 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3072061.250000 Penalty: 3298.583496
	Iteration 1F: 3 clusters Score -3072061 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3072448.500000 Penalty: 3298.583496
	Iteration 2Q: 3 clusters Score -3072448 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3072875.750000 Penalty: 3298.583496
	Iteration 3Q: 3 clusters Score -3072876 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3073480.500000 Penalty: 3298.583496
	Iteration 4Q: 3 clusters Score -3073480 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3074216.750000 Penalty: 3298.583496
	Iteration 5F: 3 clusters Score -3074217 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3075210.000000 Penalty: 3298.583496
	Iteration 6F: 3 clusters Score -3075210 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3076434.750000 Penalty: 3298.583496
	Iteration 7F: 3 clusters Score -3076435 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3077767.750000 Penalty: 3298.583496
	Iteration 8F: 3 clusters Score -3077768 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3079039.750000 Penalty: 3298.583496
	Iteration 9F: 3 clusters Score -3079040 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3080194.750000 Penalty: 3298.583496
	Iteration 10Q: 3 clusters Score -3080195 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -3080943.250000 Penalty: 3298.583496
	Iteration 11Q: 3 clusters Score -3080943 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3081326.250000 Penalty: 3298.583496
	Iteration 12Q: 3 clusters Score -3081326 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -3081533.500000 Penalty: 3298.583496
	Iteration 13Q: 3 clusters Score -3081534 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3081677.000000 Penalty: 3298.583496
	Iteration 14Q: 3 clusters Score -3081677 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3081770.000000 Penalty: 3298.583496
	Iteration 15Q: 3 clusters Score -3081770 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3081834.250000 Penalty: 3298.583496
	Iteration 16Q: 3 clusters Score -3081834 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3081887.750000 Penalty: 3298.583496
	Iteration 17Q: 3 clusters Score -3081888 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3081941.500000 Penalty: 3298.583496
	Iteration 18Q: 3 clusters Score -3081942 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3081985.500000 Penalty: 3298.583496
	Iteration 19Q: 3 clusters Score -3081986 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3082024.500000 Penalty: 3298.583496
	Iteration 20F: 3 clusters Score -3082024 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3082051.000000 Penalty: 3298.583496
	Iteration 21Q: 3 clusters Score -3082051 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -3082067.000000 Penalty: 3298.583496
	Iteration 22Q: 3 clusters Score -3082067 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3082095.750000 Penalty: 3298.583496
	Iteration 23Q: 3 clusters Score -3082096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3082115.000000 Penalty: 3298.583496
	Iteration 24Q: 3 clusters Score -3082115 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3082134.250000 Penalty: 3298.583496
	Iteration 25Q: 3 clusters Score -3082134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3082143.250000 Penalty: 3298.583496
	Iteration 26Q: 3 clusters Score -3082143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3082152.250000 Penalty: 3298.583496
	Iteration 27Q: 3 clusters Score -3082152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3082161.000000 Penalty: 3298.583496
	Iteration 28Q: 3 clusters Score -3082161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3082159.000000 Penalty: 3298.583496
	Iteration 29Q: 3 clusters Score -3082159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3082165.500000 Penalty: 3298.583496
	Iteration 30Q: 3 clusters Score -3082166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3082177.750000 Penalty: 3298.583496
	Iteration 31Q: 3 clusters Score -3082178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3082176.250000 Penalty: 3298.583496
	Iteration 32Q: 3 clusters Score -3082176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3082172.250000 Penalty: 3298.583496
	Iteration 33Q: 3 clusters Score -3082172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3082178.500000 Penalty: 3298.583496
	Iteration 34Q: 3 clusters Score -3082178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3082185.750000 Penalty: 3298.583496
	Iteration 35Q: 3 clusters Score -3082186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3082181.500000 Penalty: 3298.583496
	Iteration 36Q: 3 clusters Score -3082182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3082184.750000 Penalty: 3298.583496
	Iteration 37Q: 3 clusters Score -3082185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3082184.750000 Penalty: 3298.583496
	Iteration 38Q: 3 clusters Score -3082185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3082194.250000 Penalty: 3298.583496
	Iteration 39Q: 3 clusters Score -3082194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3082188.750000 Penalty: 3298.583496
	Iteration 40F: 3 clusters Score -3082189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3082193.000000 Penalty: 3298.583496
	Iteration 41Q: 3 clusters Score -3082193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3082192.000000 Penalty: 3298.583496
	Iteration 42Q: 3 clusters Score -3082192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3082193.000000 Penalty: 3298.583496
	Iteration 43Q: 3 clusters Score -3082193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3082197.500000 Penalty: 3298.583496
	Iteration 44Q: 3 clusters Score -3082198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3082199.750000 Penalty: 3298.583496
	Iteration 45Q: 3 clusters Score -3082200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3082196.250000 Penalty: 3298.583496
	Iteration 46Q: 3 clusters Score -3082196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3082199.000000 Penalty: 3298.583496
	Iteration 47Q: 3 clusters Score -3082199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3082206.750000 Penalty: 3298.583496
	Iteration 48Q: 3 clusters Score -3082207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3082205.000000 Penalty: 3298.583496
	Iteration 49Q: 3 clusters Score -3082205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3082208.500000 Penalty: 3298.583496
	Iteration 50Q: 3 clusters Score -3082208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3082207.250000 Penalty: 3298.583496
	Iteration 51Q: 3 clusters Score -3082207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3082203.750000 Penalty: 3298.583496
	Iteration 52Q: 3 clusters Score -3082204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3082203.750000 Penalty: 3298.583496
	Iteration 53F: 3 clusters Score -3082204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Entering Unmasked Estep 
Score: -590441.437500 Penalty: 1380.827271
	Iteration 0F: 2 clusters Score -590441.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -586553.750000 Penalty: 2761.654541
	Iteration 0F: 3 clusters Score -586553.8 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -587599.500000 Penalty: 2761.654541
	Iteration 1F: 3 clusters Score -587599.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -587827.375000 Penalty: 2761.654541
	Iteration 2F: 3 clusters Score -587827.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -587991.500000 Penalty: 2761.654541
	Iteration 3F: 3 clusters Score -587991.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -588123.625000 Penalty: 2761.654541
	Iteration 4F: 3 clusters Score -588123.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -588250.500000 Penalty: 2761.654541
	Iteration 5Q: 3 clusters Score -588250.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -588356.937500 Penalty: 2761.654541
	Iteration 6Q: 3 clusters Score -588356.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -588455.937500 Penalty: 2761.654541
	Iteration 7Q: 3 clusters Score -588455.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -588555.312500 Penalty: 2761.654541
	Iteration 8Q: 3 clusters Score -588555.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -588653.437500 Penalty: 2761.654541
	Iteration 9Q: 3 clusters Score -588653.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -588741.125000 Penalty: 2761.654541
	Iteration 10Q: 3 clusters Score -588741.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -588816.875000 Penalty: 2761.654541
	Iteration 11Q: 3 clusters Score -588816.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -588898.000000 Penalty: 2761.654541
	Iteration 12Q: 3 clusters Score -588898 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -588983.625000 Penalty: 2761.654541
	Iteration 13Q: 3 clusters Score -588983.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -589059.625000 Penalty: 2761.654541
	Iteration 14Q: 3 clusters Score -589059.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -589130.125000 Penalty: 2761.654541
	Iteration 15Q: 3 clusters Score -589130.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -589200.375000 Penalty: 2761.654541
	Iteration 16Q: 3 clusters Score -589200.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -589264.250000 Penalty: 2761.654541
	Iteration 17Q: 3 clusters Score -589264.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -589309.437500 Penalty: 2761.654541
	Iteration 18Q: 3 clusters Score -589309.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -589344.125000 Penalty: 2761.654541
	Iteration 19Q: 3 clusters Score -589344.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -589374.000000 Penalty: 2761.654541
	Iteration 20F: 3 clusters Score -589374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -589390.312500 Penalty: 2761.654541
	Iteration 21Q: 3 clusters Score -589390.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -589408.000000 Penalty: 2761.654541
	Iteration 22Q: 3 clusters Score -589408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -589421.437500 Penalty: 2761.654541
	Iteration 23Q: 3 clusters Score -589421.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -589428.687500 Penalty: 2761.654541
	Iteration 24Q: 3 clusters Score -589428.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -589433.625000 Penalty: 2761.654541
	Iteration 25Q: 3 clusters Score -589433.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -589438.250000 Penalty: 2761.654541
	Iteration 26Q: 3 clusters Score -589438.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -589441.062500 Penalty: 2761.654541
	Iteration 27Q: 3 clusters Score -589441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -589447.062500 Penalty: 2761.654541
	Iteration 28Q: 3 clusters Score -589447.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -589456.000000 Penalty: 2761.654541
	Iteration 29Q: 3 clusters Score -589456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -589461.750000 Penalty: 2761.654541
	Iteration 30Q: 3 clusters Score -589461.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -589464.125000 Penalty: 2761.654541
	Iteration 31Q: 3 clusters Score -589464.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -589467.625000 Penalty: 2761.654541
	Iteration 32Q: 3 clusters Score -589467.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -589472.562500 Penalty: 2761.654541
	Iteration 33Q: 3 clusters Score -589472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -589474.562500 Penalty: 2761.654541
	Iteration 34Q: 3 clusters Score -589474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -589476.062500 Penalty: 2761.654541
	Iteration 35Q: 3 clusters Score -589476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -589478.750000 Penalty: 2761.654541
	Iteration 36Q: 3 clusters Score -589478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -589480.312500 Penalty: 2761.654541
	Iteration 37Q: 3 clusters Score -589480.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -589481.437500 Penalty: 2761.654541
	Iteration 38Q: 3 clusters Score -589481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -589485.437500 Penalty: 2761.654541
	Iteration 39Q: 3 clusters Score -589485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -589486.625000 Penalty: 2761.654541
	Iteration 40F: 3 clusters Score -589486.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -589489.875000 Penalty: 2761.654541
	Iteration 41Q: 3 clusters Score -589489.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -589492.750000 Penalty: 2761.654541
	Iteration 42Q: 3 clusters Score -589492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -589493.750000 Penalty: 2761.654541
	Iteration 43Q: 3 clusters Score -589493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -589496.500000 Penalty: 2761.654541
	Iteration 44Q: 3 clusters Score -589496.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -589499.625000 Penalty: 2761.654541
	Iteration 45Q: 3 clusters Score -589499.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -589503.562500 Penalty: 2761.654541
	Iteration 46Q: 3 clusters Score -589503.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -589505.250000 Penalty: 2761.654541
	Iteration 47Q: 3 clusters Score -589505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -589506.875000 Penalty: 2761.654541
	Iteration 48Q: 3 clusters Score -589506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -589506.125000 Penalty: 2761.654541
	Iteration 49Q: 3 clusters Score -589506.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -589506.125000 Penalty: 2761.654541
	Iteration 50F: 3 clusters Score -589506.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -310756.875000 Penalty: 1279.521484
	Iteration 0F: 2 clusters Score -310756.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -308214.343750 Penalty: 2559.042969
	Iteration 0F: 3 clusters Score -308214.3 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -308785.250000 Penalty: 2559.042969
	Iteration 1F: 3 clusters Score -308785.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -308928.281250 Penalty: 2559.042969
	Iteration 2F: 3 clusters Score -308928.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -309033.375000 Penalty: 2559.042969
	Iteration 3F: 3 clusters Score -309033.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -309103.281250 Penalty: 2559.042969
	Iteration 4Q: 3 clusters Score -309103.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -309169.218750 Penalty: 2559.042969
	Iteration 5Q: 3 clusters Score -309169.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -309247.062500 Penalty: 2559.042969
	Iteration 6Q: 3 clusters Score -309247.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -309337.187500 Penalty: 2559.042969
	Iteration 7Q: 3 clusters Score -309337.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -309426.218750 Penalty: 2559.042969
	Iteration 8Q: 3 clusters Score -309426.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -309547.281250 Penalty: 2559.042969
	Iteration 9Q: 3 clusters Score -309547.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -309642.687500 Penalty: 2559.042969
	Iteration 10Q: 3 clusters Score -309642.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -309709.562500 Penalty: 2559.042969
	Iteration 11Q: 3 clusters Score -309709.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -309769.187500 Penalty: 2559.042969
	Iteration 12Q: 3 clusters Score -309769.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -309816.062500 Penalty: 2559.042969
	Iteration 13Q: 3 clusters Score -309816.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -309854.468750 Penalty: 2559.042969
	Iteration 14Q: 3 clusters Score -309854.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -309887.968750 Penalty: 2559.042969
	Iteration 15Q: 3 clusters Score -309888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -309919.687500 Penalty: 2559.042969
	Iteration 16Q: 3 clusters Score -309919.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -309940.250000 Penalty: 2559.042969
	Iteration 17Q: 3 clusters Score -309940.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -309961.687500 Penalty: 2559.042969
	Iteration 18Q: 3 clusters Score -309961.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -309978.000000 Penalty: 2559.042969
	Iteration 19Q: 3 clusters Score -309978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -309989.937500 Penalty: 2559.042969
	Iteration 20F: 3 clusters Score -309989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -309994.625000 Penalty: 2559.042969
	Iteration 21Q: 3 clusters Score -309994.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -309998.562500 Penalty: 2559.042969
	Iteration 22Q: 3 clusters Score -309998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -309999.531250 Penalty: 2559.042969
	Iteration 23Q: 3 clusters Score -309999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -310000.625000 Penalty: 2559.042969
	Iteration 24Q: 3 clusters Score -310000.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -310002.375000 Penalty: 2559.042969
	Iteration 25Q: 3 clusters Score -310002.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -310002.781250 Penalty: 2559.042969
	Iteration 26Q: 3 clusters Score -310002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -310003.250000 Penalty: 2559.042969
	Iteration 27Q: 3 clusters Score -310003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -310004.437500 Penalty: 2559.042969
	Iteration 28Q: 3 clusters Score -310004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -310006.000000 Penalty: 2559.042969
	Iteration 29Q: 3 clusters Score -310006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -310007.593750 Penalty: 2559.042969
	Iteration 30Q: 3 clusters Score -310007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -310009.000000 Penalty: 2559.042969
	Iteration 31Q: 3 clusters Score -310009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -310010.312500 Penalty: 2559.042969
	Iteration 32Q: 3 clusters Score -310010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -310012.187500 Penalty: 2559.042969
	Iteration 33Q: 3 clusters Score -310012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -310012.437500 Penalty: 2559.042969
	Iteration 34Q: 3 clusters Score -310012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -310012.875000 Penalty: 2559.042969
	Iteration 35Q: 3 clusters Score -310012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -310012.875000 Penalty: 2559.042969
	Iteration 36F: 3 clusters Score -310012.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Entering Unmasked Estep 
Score: -744184.812500 Penalty: 1417.815796
	Iteration 0F: 2 clusters Score -744184.8 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 3017 members 
Entering Unmasked Estep 
Score: -739446.437500 Penalty: 2835.631592
	Iteration 0F: 3 clusters Score -739446.4 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -740862.437500 Penalty: 2835.631592
	Iteration 1F: 3 clusters Score -740862.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -741187.750000 Penalty: 2835.631592
	Iteration 2F: 3 clusters Score -741187.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -741503.875000 Penalty: 2835.631592
	Iteration 3F: 3 clusters Score -741503.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -741765.937500 Penalty: 2835.631592
	Iteration 4F: 3 clusters Score -741765.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -741961.750000 Penalty: 2835.631592
	Iteration 5F: 3 clusters Score -741961.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -742158.937500 Penalty: 2835.631592
	Iteration 6Q: 3 clusters Score -742158.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -742360.875000 Penalty: 2835.631592
	Iteration 7Q: 3 clusters Score -742360.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -742536.250000 Penalty: 2835.631592
	Iteration 8Q: 3 clusters Score -742536.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -742658.625000 Penalty: 2835.631592
	Iteration 9Q: 3 clusters Score -742658.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -742751.562500 Penalty: 2835.631592
	Iteration 10Q: 3 clusters Score -742751.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -742805.437500 Penalty: 2835.631592
	Iteration 11Q: 3 clusters Score -742805.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -742841.687500 Penalty: 2835.631592
	Iteration 12Q: 3 clusters Score -742841.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -742870.000000 Penalty: 2835.631592
	Iteration 13Q: 3 clusters Score -742870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -742892.062500 Penalty: 2835.631592
	Iteration 14Q: 3 clusters Score -742892.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -742911.625000 Penalty: 2835.631592
	Iteration 15Q: 3 clusters Score -742911.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -742931.562500 Penalty: 2835.631592
	Iteration 16Q: 3 clusters Score -742931.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -742951.937500 Penalty: 2835.631592
	Iteration 17Q: 3 clusters Score -742951.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -742975.750000 Penalty: 2835.631592
	Iteration 18Q: 3 clusters Score -742975.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -742990.000000 Penalty: 2835.631592
	Iteration 19Q: 3 clusters Score -742990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -743002.687500 Penalty: 2835.631592
	Iteration 20F: 3 clusters Score -743002.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -743012.250000 Penalty: 2835.631592
	Iteration 21Q: 3 clusters Score -743012.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -743016.375000 Penalty: 2835.631592
	Iteration 22Q: 3 clusters Score -743016.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -743023.375000 Penalty: 2835.631592
	Iteration 23Q: 3 clusters Score -743023.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -743025.500000 Penalty: 2835.631592
	Iteration 24Q: 3 clusters Score -743025.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -743029.625000 Penalty: 2835.631592
	Iteration 25Q: 3 clusters Score -743029.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -743034.000000 Penalty: 2835.631592
	Iteration 26Q: 3 clusters Score -743034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -743036.437500 Penalty: 2835.631592
	Iteration 27Q: 3 clusters Score -743036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -743039.937500 Penalty: 2835.631592
	Iteration 28Q: 3 clusters Score -743039.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -743044.500000 Penalty: 2835.631592
	Iteration 29Q: 3 clusters Score -743044.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -743050.250000 Penalty: 2835.631592
	Iteration 30Q: 3 clusters Score -743050.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -743058.125000 Penalty: 2835.631592
	Iteration 31Q: 3 clusters Score -743058.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -743066.187500 Penalty: 2835.631592
	Iteration 32Q: 3 clusters Score -743066.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -743069.375000 Penalty: 2835.631592
	Iteration 33Q: 3 clusters Score -743069.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -743075.062500 Penalty: 2835.631592
	Iteration 34Q: 3 clusters Score -743075.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -743078.375000 Penalty: 2835.631592
	Iteration 35Q: 3 clusters Score -743078.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -743082.937500 Penalty: 2835.631592
	Iteration 36Q: 3 clusters Score -743082.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -743084.687500 Penalty: 2835.631592
	Iteration 37Q: 3 clusters Score -743084.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -743086.500000 Penalty: 2835.631592
	Iteration 38Q: 3 clusters Score -743086.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -743087.562500 Penalty: 2835.631592
	Iteration 39Q: 3 clusters Score -743087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -743087.312500 Penalty: 2835.631592
	Iteration 40F: 3 clusters Score -743087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -743088.187500 Penalty: 2835.631592
	Iteration 41Q: 3 clusters Score -743088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -743088.250000 Penalty: 2835.631592
	Iteration 42Q: 3 clusters Score -743088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -743090.000000 Penalty: 2835.631592
	Iteration 43Q: 3 clusters Score -743090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -743090.687500 Penalty: 2835.631592
	Iteration 44Q: 3 clusters Score -743090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -743090.750000 Penalty: 2835.631592
	Iteration 45Q: 3 clusters Score -743090.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -743090.750000 Penalty: 2835.631592
	Iteration 46F: 3 clusters Score -743090.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Entering Unmasked Estep 
Score: -1128145.750000 Penalty: 1483.571655
	Iteration 0F: 2 clusters Score -1128146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1121468.250000 Penalty: 2967.143311
	Iteration 0F: 3 clusters Score -1121468 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1123568.500000 Penalty: 2967.143311
	Iteration 1F: 3 clusters Score -1123568 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1123778.375000 Penalty: 2967.143311
	Iteration 2F: 3 clusters Score -1123778 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1123935.250000 Penalty: 2967.143311
	Iteration 3Q: 3 clusters Score -1123935 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1124065.250000 Penalty: 2967.143311
	Iteration 4Q: 3 clusters Score -1124065 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1124178.250000 Penalty: 2967.143311
	Iteration 5Q: 3 clusters Score -1124178 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1124290.625000 Penalty: 2967.143311
	Iteration 6Q: 3 clusters Score -1124291 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1124407.375000 Penalty: 2967.143311
	Iteration 7Q: 3 clusters Score -1124407 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1124540.375000 Penalty: 2967.143311
	Iteration 8Q: 3 clusters Score -1124540 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1124692.000000 Penalty: 2967.143311
	Iteration 9Q: 3 clusters Score -1124692 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1124865.625000 Penalty: 2967.143311
	Iteration 10Q: 3 clusters Score -1124866 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1125012.625000 Penalty: 2967.143311
	Iteration 11Q: 3 clusters Score -1125013 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1125179.625000 Penalty: 2967.143311
	Iteration 12Q: 3 clusters Score -1125180 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1125400.750000 Penalty: 2967.143311
	Iteration 13Q: 3 clusters Score -1125401 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1125656.125000 Penalty: 2967.143311
	Iteration 14Q: 3 clusters Score -1125656 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1125891.500000 Penalty: 2967.143311
	Iteration 15Q: 3 clusters Score -1125892 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1126068.875000 Penalty: 2967.143311
	Iteration 16Q: 3 clusters Score -1126069 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1126195.250000 Penalty: 2967.143311
	Iteration 17Q: 3 clusters Score -1126195 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1126287.250000 Penalty: 2967.143311
	Iteration 18Q: 3 clusters Score -1126287 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1126349.250000 Penalty: 2967.143311
	Iteration 19Q: 3 clusters Score -1126349 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1126403.875000 Penalty: 2967.143311
	Iteration 20F: 3 clusters Score -1126404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1126443.750000 Penalty: 2967.143311
	Iteration 21Q: 3 clusters Score -1126444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1126481.125000 Penalty: 2967.143311
	Iteration 22Q: 3 clusters Score -1126481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1126506.625000 Penalty: 2967.143311
	Iteration 23Q: 3 clusters Score -1126507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1126533.000000 Penalty: 2967.143311
	Iteration 24Q: 3 clusters Score -1126533 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1126556.750000 Penalty: 2967.143311
	Iteration 25Q: 3 clusters Score -1126557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1126576.750000 Penalty: 2967.143311
	Iteration 26Q: 3 clusters Score -1126577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1126592.750000 Penalty: 2967.143311
	Iteration 27Q: 3 clusters Score -1126593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1126600.375000 Penalty: 2967.143311
	Iteration 28Q: 3 clusters Score -1126600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1126608.500000 Penalty: 2967.143311
	Iteration 29Q: 3 clusters Score -1126608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1126617.750000 Penalty: 2967.143311
	Iteration 30Q: 3 clusters Score -1126618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1126633.500000 Penalty: 2967.143311
	Iteration 31Q: 3 clusters Score -1126634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1126649.000000 Penalty: 2967.143311
	Iteration 32Q: 3 clusters Score -1126649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1126664.375000 Penalty: 2967.143311
	Iteration 33Q: 3 clusters Score -1126664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1126685.375000 Penalty: 2967.143311
	Iteration 34Q: 3 clusters Score -1126685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1126691.625000 Penalty: 2967.143311
	Iteration 35Q: 3 clusters Score -1126692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1126704.000000 Penalty: 2967.143311
	Iteration 36Q: 3 clusters Score -1126704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1126724.625000 Penalty: 2967.143311
	Iteration 37Q: 3 clusters Score -1126725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1126736.125000 Penalty: 2967.143311
	Iteration 38Q: 3 clusters Score -1126736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1126751.250000 Penalty: 2967.143311
	Iteration 39Q: 3 clusters Score -1126751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1126766.125000 Penalty: 2967.143311
	Iteration 40F: 3 clusters Score -1126766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1126777.000000 Penalty: 2967.143311
	Iteration 41Q: 3 clusters Score -1126777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1126785.375000 Penalty: 2967.143311
	Iteration 42Q: 3 clusters Score -1126785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1126791.625000 Penalty: 2967.143311
	Iteration 43Q: 3 clusters Score -1126792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1126805.625000 Penalty: 2967.143311
	Iteration 44Q: 3 clusters Score -1126806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1126805.125000 Penalty: 2967.143311
	Iteration 45Q: 3 clusters Score -1126805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1126809.250000 Penalty: 2967.143311
	Iteration 46Q: 3 clusters Score -1126809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1126814.125000 Penalty: 2967.143311
	Iteration 47Q: 3 clusters Score -1126814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1126814.625000 Penalty: 2967.143311
	Iteration 48Q: 3 clusters Score -1126815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1126816.000000 Penalty: 2967.143311
	Iteration 49Q: 3 clusters Score -1126816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1126818.125000 Penalty: 2967.143311
	Iteration 50Q: 3 clusters Score -1126818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1126816.625000 Penalty: 2967.143311
	Iteration 51Q: 3 clusters Score -1126817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1126817.500000 Penalty: 2967.143311
	Iteration 52Q: 3 clusters Score -1126818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1126820.250000 Penalty: 2967.143311
	Iteration 53Q: 3 clusters Score -1126820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1126818.750000 Penalty: 2967.143311
	Iteration 54Q: 3 clusters Score -1126819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1126819.875000 Penalty: 2967.143311
	Iteration 55Q: 3 clusters Score -1126820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1126819.875000 Penalty: 2967.143311
	Iteration 56F: 3 clusters Score -1126820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32422.121094 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -32422.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31583.177734 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -31583.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31749.474609 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -31749.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31793.974609 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -31793.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31811.173828 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -31811.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31822.164062 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -31822.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31833.707031 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -31833.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31849.263672 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -31849.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31850.308594 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -31850.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31850.738281 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -31850.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31850.738281 Penalty: 1890.561035
	Iteration 9F: 3 clusters Score -31850.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -10104.012695 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -10104.01 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 88 members 
Entering Unmasked Estep 
Score: -9506.850586 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -9506.851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9674.431641 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -9674.432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9734.669922 Penalty: 1693.083008
	Iteration 2F: 3 clusters Score -9734.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9761.728516 Penalty: 1693.083008
	Iteration 3Q: 3 clusters Score -9761.729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9782.089844 Penalty: 1693.083008
	Iteration 4Q: 3 clusters Score -9782.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9793.291992 Penalty: 1693.083008
	Iteration 5Q: 3 clusters Score -9793.292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9837.418945 Penalty: 1693.083008
	Iteration 6Q: 3 clusters Score -9837.419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9853.004883 Penalty: 1693.083008
	Iteration 7Q: 3 clusters Score -9853.005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9857.196289 Penalty: 1693.083008
	Iteration 8Q: 3 clusters Score -9857.196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9863.700195 Penalty: 1693.083008
	Iteration 9Q: 3 clusters Score -9863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9864.958008 Penalty: 1693.083008
	Iteration 10Q: 3 clusters Score -9864.958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9870.547852 Penalty: 1693.083008
	Iteration 11Q: 3 clusters Score -9870.548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9870.547852 Penalty: 1693.083008
	Iteration 12F: 3 clusters Score -9870.548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -52882.988281 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -52882.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51875.003906 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -51875 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52231.792969 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -52231.79 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -52543.089844 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -52543.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52757.378906 Penalty: 2049.539551
	Iteration 3F: 3 clusters Score -52757.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52898.226562 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -52898.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -52964.125000 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -52964.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -53019.410156 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -53019.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -53040.074219 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -53040.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -53057.230469 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -53057.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -53063.070312 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -53063.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -53068.046875 Penalty: 2049.539551
	Iteration 10Q: 3 clusters Score -53068.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53077.843750 Penalty: 2049.539551
	Iteration 11Q: 3 clusters Score -53077.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53081.746094 Penalty: 2049.539551
	Iteration 12Q: 3 clusters Score -53081.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -53085.152344 Penalty: 2049.539551
	Iteration 13Q: 3 clusters Score -53085.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -53095.542969 Penalty: 2049.539551
	Iteration 14Q: 3 clusters Score -53095.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -53104.039062 Penalty: 2049.539551
	Iteration 15Q: 3 clusters Score -53104.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53110.207031 Penalty: 2049.539551
	Iteration 16Q: 3 clusters Score -53110.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53119.601562 Penalty: 2049.539551
	Iteration 17Q: 3 clusters Score -53119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53123.156250 Penalty: 2049.539551
	Iteration 18Q: 3 clusters Score -53123.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53123.156250 Penalty: 2049.539551
	Iteration 19F: 3 clusters Score -53123.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95129 members 
Mstep: Class 4 contains 79050 members 
Mstep: Class 5 contains 88210 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 97147 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10912 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90174 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79182 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86280 members 
Mstep: Class 24 contains 25578 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9225 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 163 members 
Mstep: Class 32 contains 385 members 
Entering Unmasked Estep 
Score: -102248000.000000 Penalty: 70941.500000
Splitting cluster 31 changes total score from -102249008.000000 to -102248000.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95129 members 
Mstep: Class 4 contains 79050 members 
Mstep: Class 5 contains 88210 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 97147 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10912 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90174 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79182 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86280 members 
Mstep: Class 24 contains 25578 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9225 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249032.000000 Penalty: 68724.578125
Iteration 239Q: 32 clusters Score -1.02249e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95127 members 
Mstep: Class 4 contains 79062 members 
Mstep: Class 5 contains 88214 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28477 members 
Mstep: Class 11 contains 97152 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10915 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90188 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79168 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86264 members 
Mstep: Class 24 contains 25577 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249136.000000 Penalty: 68724.578125
Iteration 240F: 32 clusters Score -1.022491e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95125 members 
Mstep: Class 4 contains 79073 members 
Mstep: Class 5 contains 88224 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28474 members 
Mstep: Class 11 contains 97154 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10916 members 
Mstep: Class 14 contains 9022 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90198 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79158 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86246 members 
Mstep: Class 24 contains 25575 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6156 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249080.000000 Penalty: 68724.578125
Iteration 241Q: 32 clusters Score -1.022491e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95128 members 
Mstep: Class 4 contains 79082 members 
Mstep: Class 5 contains 88215 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28473 members 
Mstep: Class 11 contains 97152 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10914 members 
Mstep: Class 14 contains 9023 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90216 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79161 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86225 members 
Mstep: Class 24 contains 25575 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6157 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248976.000000 Penalty: 68724.578125
Iteration 242Q: 32 clusters Score -1.02249e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95129 members 
Mstep: Class 4 contains 79087 members 
Mstep: Class 5 contains 88210 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28470 members 
Mstep: Class 11 contains 97157 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10916 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90225 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79158 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86208 members 
Mstep: Class 24 contains 25576 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6157 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248944.000000 Penalty: 68724.578125
Iteration 243Q: 32 clusters Score -1.022489e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95133 members 
Mstep: Class 4 contains 79086 members 
Mstep: Class 5 contains 88211 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28469 members 
Mstep: Class 11 contains 97163 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10915 members 
Mstep: Class 14 contains 9023 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90240 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79148 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86195 members 
Mstep: Class 24 contains 25578 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248992.000000 Penalty: 68724.578125
Iteration 244Q: 32 clusters Score -1.02249e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95133 members 
Mstep: Class 4 contains 79080 members 
Mstep: Class 5 contains 88214 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28466 members 
Mstep: Class 11 contains 97165 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10915 members 
Mstep: Class 14 contains 9021 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90257 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79142 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86187 members 
Mstep: Class 24 contains 25576 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 9228 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249008.000000 Penalty: 68724.578125
Iteration 245Q: 32 clusters Score -1.02249e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95132 members 
Mstep: Class 4 contains 79083 members 
Mstep: Class 5 contains 88223 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28467 members 
Mstep: Class 11 contains 97169 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10916 members 
Mstep: Class 14 contains 9020 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90274 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79131 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86162 members 
Mstep: Class 24 contains 25574 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249024.000000 Penalty: 68724.578125
Iteration 246Q: 32 clusters Score -1.02249e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95131 members 
Mstep: Class 4 contains 79096 members 
Mstep: Class 5 contains 88229 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28468 members 
Mstep: Class 11 contains 97179 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 9017 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90284 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79113 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86146 members 
Mstep: Class 24 contains 25572 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 9224 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249000.000000 Penalty: 68724.578125
Iteration 247Q: 32 clusters Score -1.02249e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95131 members 
Mstep: Class 4 contains 79105 members 
Mstep: Class 5 contains 88212 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28463 members 
Mstep: Class 11 contains 97189 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 9013 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90292 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 79115 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86135 members 
Mstep: Class 24 contains 25571 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6161 members 
Mstep: Class 28 contains 9226 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249152.000000 Penalty: 68724.578125
Iteration 248Q: 32 clusters Score -1.022492e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95131 members 
Mstep: Class 4 contains 79116 members 
Mstep: Class 5 contains 88203 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28461 members 
Mstep: Class 11 contains 97206 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 9009 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90301 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 79104 members 
Mstep: Class 19 contains 5376 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86115 members 
Mstep: Class 24 contains 25574 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6165 members 
Mstep: Class 28 contains 9224 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249192.000000 Penalty: 68724.578125
Iteration 249Q: 32 clusters Score -1.022492e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96698 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95132 members 
Mstep: Class 4 contains 79138 members 
Mstep: Class 5 contains 88196 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28460 members 
Mstep: Class 11 contains 97219 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 9008 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90309 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 79089 members 
Mstep: Class 19 contains 5377 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86091 members 
Mstep: Class 24 contains 25574 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6165 members 
Mstep: Class 28 contains 9225 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249200.000000 Penalty: 68724.578125
Iteration 250Q: 32 clusters Score -1.022492e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95131 members 
Mstep: Class 4 contains 79162 members 
Mstep: Class 5 contains 88198 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28460 members 
Mstep: Class 11 contains 97234 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 9008 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90311 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 5378 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86062 members 
Mstep: Class 24 contains 25574 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6165 members 
Mstep: Class 28 contains 9221 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249184.000000 Penalty: 68724.578125
Iteration 251Q: 32 clusters Score -1.022492e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96709 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95132 members 
Mstep: Class 4 contains 79179 members 
Mstep: Class 5 contains 88201 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28460 members 
Mstep: Class 11 contains 97241 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 9006 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90317 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 79070 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 86034 members 
Mstep: Class 24 contains 25571 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 9217 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249128.000000 Penalty: 68724.578125
Iteration 252Q: 32 clusters Score -1.022491e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96716 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95132 members 
Mstep: Class 4 contains 79192 members 
Mstep: Class 5 contains 88206 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28461 members 
Mstep: Class 11 contains 97249 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 9003 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90311 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 79076 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 85996 members 
Mstep: Class 24 contains 25579 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 9216 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249208.000000 Penalty: 68724.578125
Iteration 253Q: 32 clusters Score -1.022492e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96725 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 95131 members 
Mstep: Class 4 contains 79216 members 
Mstep: Class 5 contains 88213 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28461 members 
Mstep: Class 11 contains 97250 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 9000 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90300 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 79083 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 85959 members 
Mstep: Class 24 contains 25579 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6168 members 
Mstep: Class 28 contains 9217 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249304.000000 Penalty: 68724.578125
Iteration 254Q: 32 clusters Score -1.022493e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96730 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 95132 members 
Mstep: Class 4 contains 79231 members 
Mstep: Class 5 contains 88214 members 
Mstep: Class 6 contains 1870 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28461 members 
Mstep: Class 11 contains 97251 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90294 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 79097 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 85926 members 
Mstep: Class 24 contains 25579 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6171 members 
Mstep: Class 28 contains 9217 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249224.000000 Penalty: 68724.578125
Iteration 255Q: 32 clusters Score -1.022492e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95134 members 
Mstep: Class 4 contains 79247 members 
Mstep: Class 5 contains 88218 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28463 members 
Mstep: Class 11 contains 97247 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 8993 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90302 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 79098 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85893 members 
Mstep: Class 24 contains 25576 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6171 members 
Mstep: Class 28 contains 9218 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249256.000000 Penalty: 68724.578125
Iteration 256Q: 32 clusters Score -1.022493e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 95135 members 
Mstep: Class 4 contains 79253 members 
Mstep: Class 5 contains 88232 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28462 members 
Mstep: Class 11 contains 97250 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 8990 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90317 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 79090 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85863 members 
Mstep: Class 24 contains 25577 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6173 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249128.000000 Penalty: 68724.578125
Iteration 257Q: 32 clusters Score -1.022491e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 95140 members 
Mstep: Class 4 contains 79269 members 
Mstep: Class 5 contains 88246 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28459 members 
Mstep: Class 11 contains 97238 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10923 members 
Mstep: Class 14 contains 8988 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90323 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 79085 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85837 members 
Mstep: Class 24 contains 25577 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6175 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249032.000000 Penalty: 68724.578125
Iteration 258Q: 32 clusters Score -1.02249e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 95143 members 
Mstep: Class 4 contains 79281 members 
Mstep: Class 5 contains 88251 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28459 members 
Mstep: Class 11 contains 97236 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 8988 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90335 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 79089 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85799 members 
Mstep: Class 24 contains 25574 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6175 members 
Mstep: Class 28 contains 9214 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248856.000000 Penalty: 68724.578125
Iteration 259Q: 32 clusters Score -1.022489e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 95145 members 
Mstep: Class 4 contains 79302 members 
Mstep: Class 5 contains 88252 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28458 members 
Mstep: Class 11 contains 97230 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10927 members 
Mstep: Class 14 contains 8991 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90352 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 79093 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85752 members 
Mstep: Class 24 contains 25572 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 9217 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248872.000000 Penalty: 68724.578125
Iteration 260F: 32 clusters Score -1.022489e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 95143 members 
Mstep: Class 4 contains 79328 members 
Mstep: Class 5 contains 88251 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28454 members 
Mstep: Class 11 contains 97228 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 8991 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90367 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 79094 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85716 members 
Mstep: Class 24 contains 25571 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6172 members 
Mstep: Class 28 contains 9216 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248888.000000 Penalty: 68724.578125
Iteration 261Q: 32 clusters Score -1.022489e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 95144 members 
Mstep: Class 4 contains 79366 members 
Mstep: Class 5 contains 88247 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28454 members 
Mstep: Class 11 contains 97225 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 8987 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90394 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 79097 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85657 members 
Mstep: Class 24 contains 25564 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6173 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248896.000000 Penalty: 68724.578125
Iteration 262Q: 32 clusters Score -1.022489e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 95147 members 
Mstep: Class 4 contains 79440 members 
Mstep: Class 5 contains 88243 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28449 members 
Mstep: Class 11 contains 97221 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 8983 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90402 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 79091 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85590 members 
Mstep: Class 24 contains 25560 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 9214 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248816.000000 Penalty: 68724.578125
Iteration 263Q: 32 clusters Score -1.022488e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 95145 members 
Mstep: Class 4 contains 79530 members 
Mstep: Class 5 contains 88254 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28447 members 
Mstep: Class 11 contains 97214 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10925 members 
Mstep: Class 14 contains 8983 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90406 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 79080 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85508 members 
Mstep: Class 24 contains 25557 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6175 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248888.000000 Penalty: 68724.578125
Iteration 264Q: 32 clusters Score -1.022489e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 95145 members 
Mstep: Class 4 contains 79604 members 
Mstep: Class 5 contains 88272 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28445 members 
Mstep: Class 11 contains 97211 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 8982 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90427 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 79065 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85418 members 
Mstep: Class 24 contains 25547 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6176 members 
Mstep: Class 28 contains 9211 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248760.000000 Penalty: 68724.578125
Iteration 265Q: 32 clusters Score -1.022488e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 95147 members 
Mstep: Class 4 contains 79664 members 
Mstep: Class 5 contains 88285 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28437 members 
Mstep: Class 11 contains 97206 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 8980 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90451 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 79048 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85350 members 
Mstep: Class 24 contains 25538 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6179 members 
Mstep: Class 28 contains 9211 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248608.000000 Penalty: 68724.578125
Iteration 266Q: 32 clusters Score -1.022486e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 95148 members 
Mstep: Class 4 contains 79726 members 
Mstep: Class 5 contains 88290 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28426 members 
Mstep: Class 11 contains 97193 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90469 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 79041 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85296 members 
Mstep: Class 24 contains 25526 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6180 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248440.000000 Penalty: 68724.578125
Iteration 267Q: 32 clusters Score -1.022484e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 95146 members 
Mstep: Class 4 contains 79794 members 
Mstep: Class 5 contains 88282 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28415 members 
Mstep: Class 11 contains 97206 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10923 members 
Mstep: Class 14 contains 8973 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90479 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 79047 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85229 members 
Mstep: Class 24 contains 25509 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6181 members 
Mstep: Class 28 contains 9216 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248360.000000 Penalty: 68724.578125
Iteration 268Q: 32 clusters Score -1.022484e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96813 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 95148 members 
Mstep: Class 4 contains 79882 members 
Mstep: Class 5 contains 88274 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28403 members 
Mstep: Class 11 contains 97219 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10923 members 
Mstep: Class 14 contains 8969 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90497 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 79046 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85139 members 
Mstep: Class 24 contains 25498 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6183 members 
Mstep: Class 28 contains 9212 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248264.000000 Penalty: 68724.578125
Iteration 269Q: 32 clusters Score -1.022483e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 95150 members 
Mstep: Class 4 contains 79975 members 
Mstep: Class 5 contains 88254 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28395 members 
Mstep: Class 11 contains 97242 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 8967 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 90504 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 79048 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 85047 members 
Mstep: Class 24 contains 25484 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6185 members 
Mstep: Class 28 contains 9214 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248232.000000 Penalty: 68724.578125
Iteration 270Q: 32 clusters Score -1.022482e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 95152 members 
Mstep: Class 4 contains 80067 members 
Mstep: Class 5 contains 88244 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28390 members 
Mstep: Class 11 contains 97255 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 8966 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90511 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 79046 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 84950 members 
Mstep: Class 24 contains 25480 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 6185 members 
Mstep: Class 28 contains 9212 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248208.000000 Penalty: 68724.578125
Iteration 271Q: 32 clusters Score -1.022482e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 95152 members 
Mstep: Class 4 contains 80142 members 
Mstep: Class 5 contains 88228 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28384 members 
Mstep: Class 11 contains 97285 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10929 members 
Mstep: Class 14 contains 8962 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90514 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 79058 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 84839 members 
Mstep: Class 24 contains 25480 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6187 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248152.000000 Penalty: 68724.578125
Iteration 272Q: 32 clusters Score -1.022482e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 95158 members 
Mstep: Class 4 contains 80193 members 
Mstep: Class 5 contains 88204 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28378 members 
Mstep: Class 11 contains 97298 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10928 members 
Mstep: Class 14 contains 8958 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90538 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 79079 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 84751 members 
Mstep: Class 24 contains 25482 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6191 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 273Q: 32 clusters Score -1.022482e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 95158 members 
Mstep: Class 4 contains 80232 members 
Mstep: Class 5 contains 88181 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28376 members 
Mstep: Class 11 contains 97294 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10928 members 
Mstep: Class 14 contains 8957 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90578 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 79094 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 84676 members 
Mstep: Class 24 contains 25481 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6194 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247864.000000 Penalty: 68724.578125
Iteration 274Q: 32 clusters Score -1.022479e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 7168 members 
Mstep: Class 3 contains 95159 members 
Mstep: Class 4 contains 80280 members 
Mstep: Class 5 contains 88163 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28369 members 
Mstep: Class 11 contains 97277 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10928 members 
Mstep: Class 14 contains 8952 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90618 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 79106 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 84605 members 
Mstep: Class 24 contains 25481 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6196 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 275Q: 32 clusters Score -1.022478e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 7168 members 
Mstep: Class 3 contains 95161 members 
Mstep: Class 4 contains 80298 members 
Mstep: Class 5 contains 88155 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28358 members 
Mstep: Class 11 contains 97264 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 8947 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90653 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 79121 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 84555 members 
Mstep: Class 24 contains 25478 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6199 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247640.000000 Penalty: 68724.578125
Iteration 276Q: 32 clusters Score -1.022476e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96872 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 95159 members 
Mstep: Class 4 contains 80330 members 
Mstep: Class 5 contains 88163 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28353 members 
Mstep: Class 11 contains 97272 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 8942 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90690 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 79118 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2650 members 
Mstep: Class 23 contains 84480 members 
Mstep: Class 24 contains 25479 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6201 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247648.000000 Penalty: 68724.578125
Iteration 277Q: 32 clusters Score -1.022476e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 95155 members 
Mstep: Class 4 contains 80372 members 
Mstep: Class 5 contains 88159 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28335 members 
Mstep: Class 11 contains 97302 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 8939 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 90691 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 79127 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 84425 members 
Mstep: Class 24 contains 25465 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6203 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247552.000000 Penalty: 68724.578125
Iteration 278Q: 32 clusters Score -1.022476e+08 nChanged 452
Entering ConstructFrom: 
Score: -102247552.000000 Penalty: 68724.578125
Entering ConstructFrom: 
Trying to split cluster 1 (96889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96889 members 
Entering Unmasked Estep 
Score: -12144179.000000 Penalty: 1865.714722
	Iteration 0F: 2 clusters Score -1.214418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -12082721.000000 Penalty: 3731.429443
	Iteration 0F: 3 clusters Score -1.208272e+07 nChanged 46380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -12109343.000000 Penalty: 3731.429443
	Iteration 1F: 3 clusters Score -1.210934e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -12109911.000000 Penalty: 3731.429443
	Iteration 2Q: 3 clusters Score -1.210991e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -12110522.000000 Penalty: 3731.429443
	Iteration 3Q: 3 clusters Score -1.211052e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -12111396.000000 Penalty: 3731.429443
	Iteration 4Q: 3 clusters Score -1.21114e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -12112927.000000 Penalty: 3731.429443
	Iteration 5Q: 3 clusters Score -1.211293e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -12115522.000000 Penalty: 3731.429443
	Iteration 6Q: 3 clusters Score -1.211552e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -12120173.000000 Penalty: 3731.429443
	Iteration 7F: 3 clusters Score -1.212017e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -12126201.000000 Penalty: 3731.429443
	Iteration 8F: 3 clusters Score -1.21262e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -12130636.000000 Penalty: 3731.429443
	Iteration 9F: 3 clusters Score -1.213064e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -12132566.000000 Penalty: 3731.429443
	Iteration 10Q: 3 clusters Score -1.213257e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -12133675.000000 Penalty: 3731.429443
	Iteration 11Q: 3 clusters Score -1.213368e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -12134578.000000 Penalty: 3731.429443
	Iteration 12Q: 3 clusters Score -1.213458e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -12135375.000000 Penalty: 3731.429443
	Iteration 13Q: 3 clusters Score -1.213538e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -12136230.000000 Penalty: 3731.429443
	Iteration 14Q: 3 clusters Score -1.213623e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -12137326.000000 Penalty: 3731.429443
	Iteration 15Q: 3 clusters Score -1.213733e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -12138459.000000 Penalty: 3731.429443
	Iteration 16Q: 3 clusters Score -1.213846e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -12139531.000000 Penalty: 3731.429443
	Iteration 17Q: 3 clusters Score -1.213953e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -12140478.000000 Penalty: 3731.429443
	Iteration 18Q: 3 clusters Score -1.214048e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -12141071.000000 Penalty: 3731.429443
	Iteration 19Q: 3 clusters Score -1.214107e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -12141580.000000 Penalty: 3731.429443
	Iteration 20F: 3 clusters Score -1.214158e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -12141893.000000 Penalty: 3731.429443
	Iteration 21Q: 3 clusters Score -1.214189e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -12142072.000000 Penalty: 3731.429443
	Iteration 22Q: 3 clusters Score -1.214207e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -12142299.000000 Penalty: 3731.429443
	Iteration 23Q: 3 clusters Score -1.21423e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -12142322.000000 Penalty: 3731.429443
	Iteration 24Q: 3 clusters Score -1.214232e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -12142341.000000 Penalty: 3731.429443
	Iteration 25Q: 3 clusters Score -1.214234e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -12142356.000000 Penalty: 3731.429443
	Iteration 26Q: 3 clusters Score -1.214236e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -12142368.000000 Penalty: 3731.429443
	Iteration 27Q: 3 clusters Score -1.214237e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -12142396.000000 Penalty: 3731.429443
	Iteration 28Q: 3 clusters Score -1.21424e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -12142407.000000 Penalty: 3731.429443
	Iteration 29Q: 3 clusters Score -1.214241e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -12142387.000000 Penalty: 3731.429443
	Iteration 30Q: 3 clusters Score -1.214239e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71422 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -12142386.000000 Penalty: 3731.429443
	Iteration 31Q: 3 clusters Score -1.214239e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -12142387.000000 Penalty: 3731.429443
	Iteration 32Q: 3 clusters Score -1.214239e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -12142376.000000 Penalty: 3731.429443
	Iteration 33Q: 3 clusters Score -1.214238e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -12142394.000000 Penalty: 3731.429443
	Iteration 34Q: 3 clusters Score -1.214239e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -12142389.000000 Penalty: 3731.429443
	Iteration 35Q: 3 clusters Score -1.214239e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -12142375.000000 Penalty: 3731.429443
	Iteration 36Q: 3 clusters Score -1.214238e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -12142389.000000 Penalty: 3731.429443
	Iteration 37Q: 3 clusters Score -1.214239e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -12142396.000000 Penalty: 3731.429443
	Iteration 38Q: 3 clusters Score -1.21424e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -12142403.000000 Penalty: 3731.429443
	Iteration 39Q: 3 clusters Score -1.21424e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -12142418.000000 Penalty: 3731.429443
	Iteration 40F: 3 clusters Score -1.214242e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -12142427.000000 Penalty: 3731.429443
	Iteration 41Q: 3 clusters Score -1.214243e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -12142458.000000 Penalty: 3731.429443
	Iteration 42Q: 3 clusters Score -1.214246e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -12142455.000000 Penalty: 3731.429443
	Iteration 43Q: 3 clusters Score -1.214246e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -12142462.000000 Penalty: 3731.429443
	Iteration 44Q: 3 clusters Score -1.214246e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -12142503.000000 Penalty: 3731.429443
	Iteration 45Q: 3 clusters Score -1.21425e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -12142509.000000 Penalty: 3731.429443
	Iteration 46Q: 3 clusters Score -1.214251e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -12142486.000000 Penalty: 3731.429443
	Iteration 47Q: 3 clusters Score -1.214249e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -12142483.000000 Penalty: 3731.429443
	Iteration 48Q: 3 clusters Score -1.214248e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -12142488.000000 Penalty: 3731.429443
	Iteration 49Q: 3 clusters Score -1.214249e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -12142513.000000 Penalty: 3731.429443
	Iteration 50Q: 3 clusters Score -1.214251e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -12142489.000000 Penalty: 3731.429443
	Iteration 51Q: 3 clusters Score -1.214249e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -12142510.000000 Penalty: 3731.429443
	Iteration 52Q: 3 clusters Score -1.214251e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -12142511.000000 Penalty: 3731.429443
	Iteration 53Q: 3 clusters Score -1.214251e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -12142470.000000 Penalty: 3731.429443
	Iteration 54Q: 3 clusters Score -1.214247e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -12142515.000000 Penalty: 3731.429443
	Iteration 55Q: 3 clusters Score -1.214252e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -12142505.000000 Penalty: 3731.429443
	Iteration 56Q: 3 clusters Score -1.21425e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -12142518.000000 Penalty: 3731.429443
	Iteration 57Q: 3 clusters Score -1.214252e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75260 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -12142543.000000 Penalty: 3731.429443
	Iteration 58Q: 3 clusters Score -1.214254e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -12142537.000000 Penalty: 3731.429443
	Iteration 59Q: 3 clusters Score -1.214254e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -12142556.000000 Penalty: 3731.429443
	Iteration 60F: 3 clusters Score -1.214256e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -12142568.000000 Penalty: 3731.429443
	Iteration 61Q: 3 clusters Score -1.214257e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -12142577.000000 Penalty: 3731.429443
	Iteration 62Q: 3 clusters Score -1.214258e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -12142568.000000 Penalty: 3731.429443
	Iteration 63Q: 3 clusters Score -1.214257e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -12142606.000000 Penalty: 3731.429443
	Iteration 64Q: 3 clusters Score -1.214261e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -12142661.000000 Penalty: 3731.429443
	Iteration 65Q: 3 clusters Score -1.214266e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -12142649.000000 Penalty: 3731.429443
	Iteration 66Q: 3 clusters Score -1.214265e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -12142673.000000 Penalty: 3731.429443
	Iteration 67Q: 3 clusters Score -1.214267e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -12142681.000000 Penalty: 3731.429443
	Iteration 68Q: 3 clusters Score -1.214268e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -12142634.000000 Penalty: 3731.429443
	Iteration 69Q: 3 clusters Score -1.214263e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -12142656.000000 Penalty: 3731.429443
	Iteration 70Q: 3 clusters Score -1.214266e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -12142602.000000 Penalty: 3731.429443
	Iteration 71Q: 3 clusters Score -1.21426e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -12142586.000000 Penalty: 3731.429443
	Iteration 72Q: 3 clusters Score -1.214259e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -12142628.000000 Penalty: 3731.429443
	Iteration 73Q: 3 clusters Score -1.214263e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -12142610.000000 Penalty: 3731.429443
	Iteration 74Q: 3 clusters Score -1.214261e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -12142585.000000 Penalty: 3731.429443
	Iteration 75Q: 3 clusters Score -1.214258e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -12142618.000000 Penalty: 3731.429443
	Iteration 76Q: 3 clusters Score -1.214262e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -12142603.000000 Penalty: 3731.429443
	Iteration 77Q: 3 clusters Score -1.21426e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -12142693.000000 Penalty: 3731.429443
	Iteration 78Q: 3 clusters Score -1.214269e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -12142935.000000 Penalty: 3731.429443
	Iteration 79Q: 3 clusters Score -1.214294e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -12143197.000000 Penalty: 3731.429443
	Iteration 80F: 3 clusters Score -1.21432e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -12143421.000000 Penalty: 3731.429443
	Iteration 81Q: 3 clusters Score -1.214342e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -12143738.000000 Penalty: 3731.429443
	Iteration 82Q: 3 clusters Score -1.214374e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -12143969.000000 Penalty: 3731.429443
	Iteration 83Q: 3 clusters Score -1.214397e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -12144188.000000 Penalty: 3731.429443
	Iteration 84Q: 3 clusters Score -1.214419e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84467 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -12144436.000000 Penalty: 3731.429443
	Iteration 85Q: 3 clusters Score -1.214444e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -12144577.000000 Penalty: 3731.429443
	Iteration 86Q: 3 clusters Score -1.214458e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -12144710.000000 Penalty: 3731.429443
	Iteration 87Q: 3 clusters Score -1.214471e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -12144846.000000 Penalty: 3731.429443
	Iteration 88Q: 3 clusters Score -1.214485e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -12144936.000000 Penalty: 3731.429443
	Iteration 89Q: 3 clusters Score -1.214494e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -12145017.000000 Penalty: 3731.429443
	Iteration 90Q: 3 clusters Score -1.214502e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -12145098.000000 Penalty: 3731.429443
	Iteration 91Q: 3 clusters Score -1.21451e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -12145173.000000 Penalty: 3731.429443
	Iteration 92Q: 3 clusters Score -1.214517e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -12145183.000000 Penalty: 3731.429443
	Iteration 93Q: 3 clusters Score -1.214518e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -12145141.000000 Penalty: 3731.429443
	Iteration 94Q: 3 clusters Score -1.214514e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -12145096.000000 Penalty: 3731.429443
	Iteration 95Q: 3 clusters Score -1.21451e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -12145045.000000 Penalty: 3731.429443
	Iteration 96Q: 3 clusters Score -1.214504e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -12145011.000000 Penalty: 3731.429443
	Iteration 97Q: 3 clusters Score -1.214501e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90295 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -12144937.000000 Penalty: 3731.429443
	Iteration 98Q: 3 clusters Score -1.214494e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -12144872.000000 Penalty: 3731.429443
	Iteration 99Q: 3 clusters Score -1.214487e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -12144837.000000 Penalty: 3731.429443
	Iteration 100F: 3 clusters Score -1.214484e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -12144755.000000 Penalty: 3731.429443
	Iteration 101Q: 3 clusters Score -1.214476e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -12144690.000000 Penalty: 3731.429443
	Iteration 102Q: 3 clusters Score -1.214469e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -12144639.000000 Penalty: 3731.429443
	Iteration 103Q: 3 clusters Score -1.214464e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -12144589.000000 Penalty: 3731.429443
	Iteration 104Q: 3 clusters Score -1.214459e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -12144544.000000 Penalty: 3731.429443
	Iteration 105Q: 3 clusters Score -1.214454e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92015 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -12144438.000000 Penalty: 3731.429443
	Iteration 106Q: 3 clusters Score -1.214444e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92190 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -12144405.000000 Penalty: 3731.429443
	Iteration 107Q: 3 clusters Score -1.21444e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -12144396.000000 Penalty: 3731.429443
	Iteration 108Q: 3 clusters Score -1.21444e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -12144379.000000 Penalty: 3731.429443
	Iteration 109Q: 3 clusters Score -1.214438e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -12144336.000000 Penalty: 3731.429443
	Iteration 110Q: 3 clusters Score -1.214434e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -12144315.000000 Penalty: 3731.429443
	Iteration 111Q: 3 clusters Score -1.214432e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -12144257.000000 Penalty: 3731.429443
	Iteration 112Q: 3 clusters Score -1.214426e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -12144237.000000 Penalty: 3731.429443
	Iteration 113Q: 3 clusters Score -1.214424e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -12144204.000000 Penalty: 3731.429443
	Iteration 114Q: 3 clusters Score -1.21442e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -12144157.000000 Penalty: 3731.429443
	Iteration 115Q: 3 clusters Score -1.214416e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -12144138.000000 Penalty: 3731.429443
	Iteration 116Q: 3 clusters Score -1.214414e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -12144134.000000 Penalty: 3731.429443
	Iteration 117Q: 3 clusters Score -1.214413e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -12144106.000000 Penalty: 3731.429443
	Iteration 118Q: 3 clusters Score -1.214411e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93329 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -12144090.000000 Penalty: 3731.429443
	Iteration 119Q: 3 clusters Score -1.214409e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -12144061.000000 Penalty: 3731.429443
	Iteration 120F: 3 clusters Score -1.214406e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -12144062.000000 Penalty: 3731.429443
	Iteration 121Q: 3 clusters Score -1.214406e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93441 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -12144027.000000 Penalty: 3731.429443
	Iteration 122Q: 3 clusters Score -1.214403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -12144010.000000 Penalty: 3731.429443
	Iteration 123Q: 3 clusters Score -1.214401e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93507 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -12143997.000000 Penalty: 3731.429443
	Iteration 124Q: 3 clusters Score -1.2144e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -12143981.000000 Penalty: 3731.429443
	Iteration 125Q: 3 clusters Score -1.214398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -12143961.000000 Penalty: 3731.429443
	Iteration 126Q: 3 clusters Score -1.214396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93584 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -12143955.000000 Penalty: 3731.429443
	Iteration 127Q: 3 clusters Score -1.214396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -12143956.000000 Penalty: 3731.429443
	Iteration 128Q: 3 clusters Score -1.214396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -12143969.000000 Penalty: 3731.429443
	Iteration 129Q: 3 clusters Score -1.214397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93672 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -12143958.000000 Penalty: 3731.429443
	Iteration 130Q: 3 clusters Score -1.214396e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -12143957.000000 Penalty: 3731.429443
	Iteration 131Q: 3 clusters Score -1.214396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93728 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -12143951.000000 Penalty: 3731.429443
	Iteration 132Q: 3 clusters Score -1.214395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -12143957.000000 Penalty: 3731.429443
	Iteration 133Q: 3 clusters Score -1.214396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -12143943.000000 Penalty: 3731.429443
	Iteration 134Q: 3 clusters Score -1.214394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -12143930.000000 Penalty: 3731.429443
	Iteration 135Q: 3 clusters Score -1.214393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -12143920.000000 Penalty: 3731.429443
	Iteration 136Q: 3 clusters Score -1.214392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -12143941.000000 Penalty: 3731.429443
	Iteration 137Q: 3 clusters Score -1.214394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -12143958.000000 Penalty: 3731.429443
	Iteration 138Q: 3 clusters Score -1.214396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -12143936.000000 Penalty: 3731.429443
	Iteration 139Q: 3 clusters Score -1.214394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -12143930.000000 Penalty: 3731.429443
	Iteration 140F: 3 clusters Score -1.214393e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -12143908.000000 Penalty: 3731.429443
	Iteration 141Q: 3 clusters Score -1.214391e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93947 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -12143918.000000 Penalty: 3731.429443
	Iteration 142Q: 3 clusters Score -1.214392e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -12143880.000000 Penalty: 3731.429443
	Iteration 143Q: 3 clusters Score -1.214388e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -12143914.000000 Penalty: 3731.429443
	Iteration 144Q: 3 clusters Score -1.214391e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -12143914.000000 Penalty: 3731.429443
	Iteration 145Q: 3 clusters Score -1.214391e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -12143892.000000 Penalty: 3731.429443
	Iteration 146Q: 3 clusters Score -1.214389e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94190 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -12143867.000000 Penalty: 3731.429443
	Iteration 147Q: 3 clusters Score -1.214387e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -12143840.000000 Penalty: 3731.429443
	Iteration 148Q: 3 clusters Score -1.214384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -12143826.000000 Penalty: 3731.429443
	Iteration 149Q: 3 clusters Score -1.214383e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -12143772.000000 Penalty: 3731.429443
	Iteration 150Q: 3 clusters Score -1.214377e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94373 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -12143772.000000 Penalty: 3731.429443
	Iteration 151Q: 3 clusters Score -1.214377e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -12143729.000000 Penalty: 3731.429443
	Iteration 152Q: 3 clusters Score -1.214373e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94467 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -12143727.000000 Penalty: 3731.429443
	Iteration 153Q: 3 clusters Score -1.214373e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -12143713.000000 Penalty: 3731.429443
	Iteration 154Q: 3 clusters Score -1.214371e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94561 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12143680.000000 Penalty: 3731.429443
	Iteration 155Q: 3 clusters Score -1.214368e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -12143668.000000 Penalty: 3731.429443
	Iteration 156Q: 3 clusters Score -1.214367e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94664 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -12143640.000000 Penalty: 3731.429443
	Iteration 157Q: 3 clusters Score -1.214364e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -12143621.000000 Penalty: 3731.429443
	Iteration 158Q: 3 clusters Score -1.214362e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94750 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -12143613.000000 Penalty: 3731.429443
	Iteration 159Q: 3 clusters Score -1.214361e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94793 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -12143572.000000 Penalty: 3731.429443
	Iteration 160F: 3 clusters Score -1.214357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -12143558.000000 Penalty: 3731.429443
	Iteration 161Q: 3 clusters Score -1.214356e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94858 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -12143567.000000 Penalty: 3731.429443
	Iteration 162Q: 3 clusters Score -1.214357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -12143558.000000 Penalty: 3731.429443
	Iteration 163Q: 3 clusters Score -1.214356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -12143541.000000 Penalty: 3731.429443
	Iteration 164Q: 3 clusters Score -1.214354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94926 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -12143534.000000 Penalty: 3731.429443
	Iteration 165Q: 3 clusters Score -1.214353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94952 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -12143512.000000 Penalty: 3731.429443
	Iteration 166Q: 3 clusters Score -1.214351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94973 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -12143509.000000 Penalty: 3731.429443
	Iteration 167Q: 3 clusters Score -1.214351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -12143489.000000 Penalty: 3731.429443
	Iteration 168Q: 3 clusters Score -1.214349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -12143486.000000 Penalty: 3731.429443
	Iteration 169Q: 3 clusters Score -1.214349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95037 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -12143470.000000 Penalty: 3731.429443
	Iteration 170Q: 3 clusters Score -1.214347e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95059 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12143453.000000 Penalty: 3731.429443
	Iteration 171Q: 3 clusters Score -1.214345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -12143443.000000 Penalty: 3731.429443
	Iteration 172Q: 3 clusters Score -1.214344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -12143454.000000 Penalty: 3731.429443
	Iteration 173Q: 3 clusters Score -1.214345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -12143444.000000 Penalty: 3731.429443
	Iteration 174Q: 3 clusters Score -1.214344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -12143455.000000 Penalty: 3731.429443
	Iteration 175Q: 3 clusters Score -1.214346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -12143460.000000 Penalty: 3731.429443
	Iteration 176Q: 3 clusters Score -1.214346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95124 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -12143458.000000 Penalty: 3731.429443
	Iteration 177Q: 3 clusters Score -1.214346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -12143446.000000 Penalty: 3731.429443
	Iteration 178Q: 3 clusters Score -1.214345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -12143438.000000 Penalty: 3731.429443
	Iteration 179Q: 3 clusters Score -1.214344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -12143428.000000 Penalty: 3731.429443
	Iteration 180F: 3 clusters Score -1.214343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Entering Unmasked Estep 
Score: -877246.062500 Penalty: 1442.506592
	Iteration 0F: 2 clusters Score -877246.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -872001.250000 Penalty: 2885.013184
	Iteration 0F: 3 clusters Score -872001.2 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -873573.875000 Penalty: 2885.013184
	Iteration 1F: 3 clusters Score -873573.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -873778.000000 Penalty: 2885.013184
	Iteration 2F: 3 clusters Score -873778 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -873908.250000 Penalty: 2885.013184
	Iteration 3Q: 3 clusters Score -873908.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -874014.687500 Penalty: 2885.013184
	Iteration 4Q: 3 clusters Score -874014.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -874111.375000 Penalty: 2885.013184
	Iteration 5Q: 3 clusters Score -874111.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -874205.500000 Penalty: 2885.013184
	Iteration 6Q: 3 clusters Score -874205.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -874308.562500 Penalty: 2885.013184
	Iteration 7Q: 3 clusters Score -874308.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -874430.125000 Penalty: 2885.013184
	Iteration 8Q: 3 clusters Score -874430.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -874575.812500 Penalty: 2885.013184
	Iteration 9Q: 3 clusters Score -874575.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -874733.125000 Penalty: 2885.013184
	Iteration 10Q: 3 clusters Score -874733.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -874900.937500 Penalty: 2885.013184
	Iteration 11Q: 3 clusters Score -874900.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -875052.562500 Penalty: 2885.013184
	Iteration 12Q: 3 clusters Score -875052.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -875214.000000 Penalty: 2885.013184
	Iteration 13Q: 3 clusters Score -875214 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -875350.687500 Penalty: 2885.013184
	Iteration 14Q: 3 clusters Score -875350.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -875495.937500 Penalty: 2885.013184
	Iteration 15Q: 3 clusters Score -875495.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -875624.312500 Penalty: 2885.013184
	Iteration 16Q: 3 clusters Score -875624.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -875761.000000 Penalty: 2885.013184
	Iteration 17Q: 3 clusters Score -875761 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -875868.625000 Penalty: 2885.013184
	Iteration 18Q: 3 clusters Score -875868.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -875962.000000 Penalty: 2885.013184
	Iteration 19Q: 3 clusters Score -875962 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -876030.125000 Penalty: 2885.013184
	Iteration 20F: 3 clusters Score -876030.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -876076.250000 Penalty: 2885.013184
	Iteration 21Q: 3 clusters Score -876076.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -876120.687500 Penalty: 2885.013184
	Iteration 22Q: 3 clusters Score -876120.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -876155.750000 Penalty: 2885.013184
	Iteration 23Q: 3 clusters Score -876155.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -876187.437500 Penalty: 2885.013184
	Iteration 24Q: 3 clusters Score -876187.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -876221.250000 Penalty: 2885.013184
	Iteration 25Q: 3 clusters Score -876221.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -876265.437500 Penalty: 2885.013184
	Iteration 26Q: 3 clusters Score -876265.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -876296.437500 Penalty: 2885.013184
	Iteration 27Q: 3 clusters Score -876296.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -876322.250000 Penalty: 2885.013184
	Iteration 28Q: 3 clusters Score -876322.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -876346.062500 Penalty: 2885.013184
	Iteration 29Q: 3 clusters Score -876346.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -876371.125000 Penalty: 2885.013184
	Iteration 30Q: 3 clusters Score -876371.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -876394.625000 Penalty: 2885.013184
	Iteration 31Q: 3 clusters Score -876394.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -876411.375000 Penalty: 2885.013184
	Iteration 32Q: 3 clusters Score -876411.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -876426.125000 Penalty: 2885.013184
	Iteration 33Q: 3 clusters Score -876426.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -876439.937500 Penalty: 2885.013184
	Iteration 34Q: 3 clusters Score -876439.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -876451.187500 Penalty: 2885.013184
	Iteration 35Q: 3 clusters Score -876451.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -876460.375000 Penalty: 2885.013184
	Iteration 36Q: 3 clusters Score -876460.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -876470.000000 Penalty: 2885.013184
	Iteration 37Q: 3 clusters Score -876470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -876480.000000 Penalty: 2885.013184
	Iteration 38Q: 3 clusters Score -876480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -876492.000000 Penalty: 2885.013184
	Iteration 39Q: 3 clusters Score -876492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -876502.875000 Penalty: 2885.013184
	Iteration 40F: 3 clusters Score -876502.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -876514.062500 Penalty: 2885.013184
	Iteration 41Q: 3 clusters Score -876514.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -876521.687500 Penalty: 2885.013184
	Iteration 42Q: 3 clusters Score -876521.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -876526.250000 Penalty: 2885.013184
	Iteration 43Q: 3 clusters Score -876526.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -876529.187500 Penalty: 2885.013184
	Iteration 44Q: 3 clusters Score -876529.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -876533.625000 Penalty: 2885.013184
	Iteration 45Q: 3 clusters Score -876533.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -876532.937500 Penalty: 2885.013184
	Iteration 46Q: 3 clusters Score -876532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -876536.250000 Penalty: 2885.013184
	Iteration 47Q: 3 clusters Score -876536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -876537.375000 Penalty: 2885.013184
	Iteration 48Q: 3 clusters Score -876537.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -876537.437500 Penalty: 2885.013184
	Iteration 49Q: 3 clusters Score -876537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -876539.625000 Penalty: 2885.013184
	Iteration 50Q: 3 clusters Score -876539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -876539.562500 Penalty: 2885.013184
	Iteration 51Q: 3 clusters Score -876539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -876540.375000 Penalty: 2885.013184
	Iteration 52Q: 3 clusters Score -876540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -876539.437500 Penalty: 2885.013184
	Iteration 53Q: 3 clusters Score -876539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -876538.937500 Penalty: 2885.013184
	Iteration 54Q: 3 clusters Score -876538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -876539.125000 Penalty: 2885.013184
	Iteration 55Q: 3 clusters Score -876539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -876539.562500 Penalty: 2885.013184
	Iteration 56Q: 3 clusters Score -876539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -876540.125000 Penalty: 2885.013184
	Iteration 57Q: 3 clusters Score -876540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -876541.687500 Penalty: 2885.013184
	Iteration 58Q: 3 clusters Score -876541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -876541.750000 Penalty: 2885.013184
	Iteration 59Q: 3 clusters Score -876541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -876542.875000 Penalty: 2885.013184
	Iteration 60F: 3 clusters Score -876542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -876543.187500 Penalty: 2885.013184
	Iteration 61Q: 3 clusters Score -876543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -876542.937500 Penalty: 2885.013184
	Iteration 62Q: 3 clusters Score -876542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -876544.062500 Penalty: 2885.013184
	Iteration 63Q: 3 clusters Score -876544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -876543.375000 Penalty: 2885.013184
	Iteration 64Q: 3 clusters Score -876543.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -876544.437500 Penalty: 2885.013184
	Iteration 65Q: 3 clusters Score -876544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -876544.375000 Penalty: 2885.013184
	Iteration 66Q: 3 clusters Score -876544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -876544.312500 Penalty: 2885.013184
	Iteration 67Q: 3 clusters Score -876544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -876545.687500 Penalty: 2885.013184
	Iteration 68Q: 3 clusters Score -876545.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -876546.625000 Penalty: 2885.013184
	Iteration 69Q: 3 clusters Score -876546.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -876546.000000 Penalty: 2885.013184
	Iteration 70Q: 3 clusters Score -876546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -876547.187500 Penalty: 2885.013184
	Iteration 71Q: 3 clusters Score -876547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -876547.187500 Penalty: 2885.013184
	Iteration 72F: 3 clusters Score -876547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (95162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Entering Unmasked Estep 
Score: -12025763.000000 Penalty: 1862.792114
	Iteration 0F: 2 clusters Score -1.202576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -11969095.000000 Penalty: 3725.584229
	Iteration 0F: 3 clusters Score -1.19691e+07 nChanged 45439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -11996145.000000 Penalty: 3725.584229
	Iteration 1F: 3 clusters Score -1.199614e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -11997764.000000 Penalty: 3725.584229
	Iteration 2Q: 3 clusters Score -1.199776e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -12000096.000000 Penalty: 3725.584229
	Iteration 3F: 3 clusters Score -1.20001e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -12003326.000000 Penalty: 3725.584229
	Iteration 4F: 3 clusters Score -1.200333e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -12007962.000000 Penalty: 3725.584229
	Iteration 5F: 3 clusters Score -1.200796e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -12013196.000000 Penalty: 3725.584229
	Iteration 6F: 3 clusters Score -1.20132e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -12017123.000000 Penalty: 3725.584229
	Iteration 7F: 3 clusters Score -1.201712e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -12018892.000000 Penalty: 3725.584229
	Iteration 8Q: 3 clusters Score -1.201889e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -12019779.000000 Penalty: 3725.584229
	Iteration 9Q: 3 clusters Score -1.201978e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -12020522.000000 Penalty: 3725.584229
	Iteration 10Q: 3 clusters Score -1.202052e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -12020899.000000 Penalty: 3725.584229
	Iteration 11Q: 3 clusters Score -1.20209e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -12021327.000000 Penalty: 3725.584229
	Iteration 12Q: 3 clusters Score -1.202133e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -12021618.000000 Penalty: 3725.584229
	Iteration 13Q: 3 clusters Score -1.202162e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -12021780.000000 Penalty: 3725.584229
	Iteration 14Q: 3 clusters Score -1.202178e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -12022037.000000 Penalty: 3725.584229
	Iteration 15Q: 3 clusters Score -1.202204e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -12022137.000000 Penalty: 3725.584229
	Iteration 16Q: 3 clusters Score -1.202214e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -12022121.000000 Penalty: 3725.584229
	Iteration 17Q: 3 clusters Score -1.202212e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -12022144.000000 Penalty: 3725.584229
	Iteration 18Q: 3 clusters Score -1.202214e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -12022116.000000 Penalty: 3725.584229
	Iteration 19Q: 3 clusters Score -1.202212e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -12022279.000000 Penalty: 3725.584229
	Iteration 20F: 3 clusters Score -1.202228e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -12022467.000000 Penalty: 3725.584229
	Iteration 21Q: 3 clusters Score -1.202247e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
Score: -12022532.000000 Penalty: 3725.584229
	Iteration 22Q: 3 clusters Score -1.202253e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 80236 members 
Entering Unmasked Estep 
Score: -12022631.000000 Penalty: 3725.584229
	Iteration 23Q: 3 clusters Score -1.202263e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -12022729.000000 Penalty: 3725.584229
	Iteration 24Q: 3 clusters Score -1.202273e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 80546 members 
Entering Unmasked Estep 
Score: -12022782.000000 Penalty: 3725.584229
	Iteration 25Q: 3 clusters Score -1.202278e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -12022810.000000 Penalty: 3725.584229
	Iteration 26Q: 3 clusters Score -1.202281e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -12022911.000000 Penalty: 3725.584229
	Iteration 27Q: 3 clusters Score -1.202291e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -12022975.000000 Penalty: 3725.584229
	Iteration 28Q: 3 clusters Score -1.202298e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -12022993.000000 Penalty: 3725.584229
	Iteration 29Q: 3 clusters Score -1.202299e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 80671 members 
Entering Unmasked Estep 
Score: -12023017.000000 Penalty: 3725.584229
	Iteration 30Q: 3 clusters Score -1.202302e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -12023029.000000 Penalty: 3725.584229
	Iteration 31Q: 3 clusters Score -1.202303e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -12023074.000000 Penalty: 3725.584229
	Iteration 32Q: 3 clusters Score -1.202307e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -12023077.000000 Penalty: 3725.584229
	Iteration 33Q: 3 clusters Score -1.202308e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -12023055.000000 Penalty: 3725.584229
	Iteration 34Q: 3 clusters Score -1.202306e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -12023077.000000 Penalty: 3725.584229
	Iteration 35Q: 3 clusters Score -1.202308e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -12023090.000000 Penalty: 3725.584229
	Iteration 36Q: 3 clusters Score -1.202309e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -12023110.000000 Penalty: 3725.584229
	Iteration 37Q: 3 clusters Score -1.202311e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -12023126.000000 Penalty: 3725.584229
	Iteration 38Q: 3 clusters Score -1.202313e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -12023141.000000 Penalty: 3725.584229
	Iteration 39Q: 3 clusters Score -1.202314e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -12023184.000000 Penalty: 3725.584229
	Iteration 40F: 3 clusters Score -1.202318e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -12023201.000000 Penalty: 3725.584229
	Iteration 41Q: 3 clusters Score -1.20232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -12023188.000000 Penalty: 3725.584229
	Iteration 42Q: 3 clusters Score -1.202319e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 80470 members 
Entering Unmasked Estep 
Score: -12023198.000000 Penalty: 3725.584229
	Iteration 43Q: 3 clusters Score -1.20232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -12023192.000000 Penalty: 3725.584229
	Iteration 44Q: 3 clusters Score -1.202319e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -12023187.000000 Penalty: 3725.584229
	Iteration 45Q: 3 clusters Score -1.202319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -12023189.000000 Penalty: 3725.584229
	Iteration 46Q: 3 clusters Score -1.202319e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -12023221.000000 Penalty: 3725.584229
	Iteration 47Q: 3 clusters Score -1.202322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -12023240.000000 Penalty: 3725.584229
	Iteration 48Q: 3 clusters Score -1.202324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -12023255.000000 Penalty: 3725.584229
	Iteration 49Q: 3 clusters Score -1.202326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -12023263.000000 Penalty: 3725.584229
	Iteration 50Q: 3 clusters Score -1.202326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -12023273.000000 Penalty: 3725.584229
	Iteration 51Q: 3 clusters Score -1.202327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -12023275.000000 Penalty: 3725.584229
	Iteration 52Q: 3 clusters Score -1.202328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -12023293.000000 Penalty: 3725.584229
	Iteration 53Q: 3 clusters Score -1.202329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -12023282.000000 Penalty: 3725.584229
	Iteration 54Q: 3 clusters Score -1.202328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -12023278.000000 Penalty: 3725.584229
	Iteration 55Q: 3 clusters Score -1.202328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -12023271.000000 Penalty: 3725.584229
	Iteration 56Q: 3 clusters Score -1.202327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -12023269.000000 Penalty: 3725.584229
	Iteration 57Q: 3 clusters Score -1.202327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -12023257.000000 Penalty: 3725.584229
	Iteration 58Q: 3 clusters Score -1.202326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -12023275.000000 Penalty: 3725.584229
	Iteration 59Q: 3 clusters Score -1.202328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -12023266.000000 Penalty: 3725.584229
	Iteration 60F: 3 clusters Score -1.202327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -12023274.000000 Penalty: 3725.584229
	Iteration 61Q: 3 clusters Score -1.202327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -12023264.000000 Penalty: 3725.584229
	Iteration 62Q: 3 clusters Score -1.202326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -12023272.000000 Penalty: 3725.584229
	Iteration 63Q: 3 clusters Score -1.202327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -12023279.000000 Penalty: 3725.584229
	Iteration 64Q: 3 clusters Score -1.202328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 80298 members 
Entering Unmasked Estep 
Score: -12023287.000000 Penalty: 3725.584229
	Iteration 65Q: 3 clusters Score -1.202329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -12023288.000000 Penalty: 3725.584229
	Iteration 66Q: 3 clusters Score -1.202329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -12023289.000000 Penalty: 3725.584229
	Iteration 67Q: 3 clusters Score -1.202329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -12023284.000000 Penalty: 3725.584229
	Iteration 68Q: 3 clusters Score -1.202328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -12023284.000000 Penalty: 3725.584229
	Iteration 69F: 3 clusters Score -1.202328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (80445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Entering Unmasked Estep 
Score: -10056834.000000 Penalty: 1835.490967
	Iteration 0F: 2 clusters Score -1.005683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -10003355.000000 Penalty: 3670.981934
	Iteration 0F: 3 clusters Score -1.000336e+07 nChanged 38355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -10025279.000000 Penalty: 3670.981934
	Iteration 1F: 3 clusters Score -1.002528e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -10025659.000000 Penalty: 3670.981934
	Iteration 2Q: 3 clusters Score -1.002566e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -10026149.000000 Penalty: 3670.981934
	Iteration 3Q: 3 clusters Score -1.002615e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -10026616.000000 Penalty: 3670.981934
	Iteration 4Q: 3 clusters Score -1.002662e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -10027044.000000 Penalty: 3670.981934
	Iteration 5Q: 3 clusters Score -1.002704e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -10027623.000000 Penalty: 3670.981934
	Iteration 6Q: 3 clusters Score -1.002762e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -10028457.000000 Penalty: 3670.981934
	Iteration 7Q: 3 clusters Score -1.002846e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -10029711.000000 Penalty: 3670.981934
	Iteration 8Q: 3 clusters Score -1.002971e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -10031761.000000 Penalty: 3670.981934
	Iteration 9Q: 3 clusters Score -1.003176e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -10035002.000000 Penalty: 3670.981934
	Iteration 10F: 3 clusters Score -1.0035e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -10038529.000000 Penalty: 3670.981934
	Iteration 11F: 3 clusters Score -1.003853e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -10040404.000000 Penalty: 3670.981934
	Iteration 12F: 3 clusters Score -1.00404e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -10041011.000000 Penalty: 3670.981934
	Iteration 13Q: 3 clusters Score -1.004101e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -10041263.000000 Penalty: 3670.981934
	Iteration 14Q: 3 clusters Score -1.004126e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -10041342.000000 Penalty: 3670.981934
	Iteration 15Q: 3 clusters Score -1.004134e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -10041430.000000 Penalty: 3670.981934
	Iteration 16Q: 3 clusters Score -1.004143e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -10041569.000000 Penalty: 3670.981934
	Iteration 17Q: 3 clusters Score -1.004157e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -10041659.000000 Penalty: 3670.981934
	Iteration 18Q: 3 clusters Score -1.004166e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -10041738.000000 Penalty: 3670.981934
	Iteration 19Q: 3 clusters Score -1.004174e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -10041872.000000 Penalty: 3670.981934
	Iteration 20F: 3 clusters Score -1.004187e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -10042022.000000 Penalty: 3670.981934
	Iteration 21Q: 3 clusters Score -1.004202e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -10042131.000000 Penalty: 3670.981934
	Iteration 22Q: 3 clusters Score -1.004213e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -10042293.000000 Penalty: 3670.981934
	Iteration 23Q: 3 clusters Score -1.004229e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -10042477.000000 Penalty: 3670.981934
	Iteration 24Q: 3 clusters Score -1.004248e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -10042693.000000 Penalty: 3670.981934
	Iteration 25Q: 3 clusters Score -1.004269e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -10042973.000000 Penalty: 3670.981934
	Iteration 26Q: 3 clusters Score -1.004297e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -10043264.000000 Penalty: 3670.981934
	Iteration 27Q: 3 clusters Score -1.004326e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -10043586.000000 Penalty: 3670.981934
	Iteration 28Q: 3 clusters Score -1.004359e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -10043934.000000 Penalty: 3670.981934
	Iteration 29Q: 3 clusters Score -1.004393e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -10044329.000000 Penalty: 3670.981934
	Iteration 30Q: 3 clusters Score -1.004433e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -10044851.000000 Penalty: 3670.981934
	Iteration 31Q: 3 clusters Score -1.004485e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -10045363.000000 Penalty: 3670.981934
	Iteration 32Q: 3 clusters Score -1.004536e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -10045963.000000 Penalty: 3670.981934
	Iteration 33Q: 3 clusters Score -1.004596e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -10046610.000000 Penalty: 3670.981934
	Iteration 34Q: 3 clusters Score -1.004661e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -10047349.000000 Penalty: 3670.981934
	Iteration 35Q: 3 clusters Score -1.004735e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -10048068.000000 Penalty: 3670.981934
	Iteration 36Q: 3 clusters Score -1.004807e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -10048802.000000 Penalty: 3670.981934
	Iteration 37Q: 3 clusters Score -1.00488e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -10049605.000000 Penalty: 3670.981934
	Iteration 38Q: 3 clusters Score -1.00496e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -10050252.000000 Penalty: 3670.981934
	Iteration 39Q: 3 clusters Score -1.005025e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -10051036.000000 Penalty: 3670.981934
	Iteration 40F: 3 clusters Score -1.005104e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -10051686.000000 Penalty: 3670.981934
	Iteration 41Q: 3 clusters Score -1.005169e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -10052390.000000 Penalty: 3670.981934
	Iteration 42Q: 3 clusters Score -1.005239e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -10053072.000000 Penalty: 3670.981934
	Iteration 43Q: 3 clusters Score -1.005307e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -10053611.000000 Penalty: 3670.981934
	Iteration 44Q: 3 clusters Score -1.005361e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -10054023.000000 Penalty: 3670.981934
	Iteration 45Q: 3 clusters Score -1.005402e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -10054306.000000 Penalty: 3670.981934
	Iteration 46Q: 3 clusters Score -1.005431e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -10054526.000000 Penalty: 3670.981934
	Iteration 47Q: 3 clusters Score -1.005453e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -10054733.000000 Penalty: 3670.981934
	Iteration 48Q: 3 clusters Score -1.005473e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -10054877.000000 Penalty: 3670.981934
	Iteration 49Q: 3 clusters Score -1.005488e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -10054977.000000 Penalty: 3670.981934
	Iteration 50Q: 3 clusters Score -1.005498e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -10055054.000000 Penalty: 3670.981934
	Iteration 51Q: 3 clusters Score -1.005505e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -10055079.000000 Penalty: 3670.981934
	Iteration 52Q: 3 clusters Score -1.005508e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 79939 members 
Entering Unmasked Estep 
Score: -10055124.000000 Penalty: 3670.981934
	Iteration 53Q: 3 clusters Score -1.005512e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -10055165.000000 Penalty: 3670.981934
	Iteration 54Q: 3 clusters Score -1.005516e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -10055199.000000 Penalty: 3670.981934
	Iteration 55Q: 3 clusters Score -1.00552e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -10055221.000000 Penalty: 3670.981934
	Iteration 56Q: 3 clusters Score -1.005522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -10055232.000000 Penalty: 3670.981934
	Iteration 57Q: 3 clusters Score -1.005523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -10055244.000000 Penalty: 3670.981934
	Iteration 58Q: 3 clusters Score -1.005524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -10055266.000000 Penalty: 3670.981934
	Iteration 59Q: 3 clusters Score -1.005527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -10055270.000000 Penalty: 3670.981934
	Iteration 60F: 3 clusters Score -1.005527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -10055284.000000 Penalty: 3670.981934
	Iteration 61Q: 3 clusters Score -1.005528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -10055287.000000 Penalty: 3670.981934
	Iteration 62Q: 3 clusters Score -1.005529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -10055288.000000 Penalty: 3670.981934
	Iteration 63Q: 3 clusters Score -1.005529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -10055291.000000 Penalty: 3670.981934
	Iteration 64Q: 3 clusters Score -1.005529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 80127 members 
Entering Unmasked Estep 
Score: -10055298.000000 Penalty: 3670.981934
	Iteration 65Q: 3 clusters Score -1.00553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -10055297.000000 Penalty: 3670.981934
	Iteration 66Q: 3 clusters Score -1.00553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -10055296.000000 Penalty: 3670.981934
	Iteration 67Q: 3 clusters Score -1.00553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 80136 members 
Entering Unmasked Estep 
Score: -10055298.000000 Penalty: 3670.981934
	Iteration 68Q: 3 clusters Score -1.00553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 80141 members 
Entering Unmasked Estep 
Score: -10055306.000000 Penalty: 3670.981934
	Iteration 69Q: 3 clusters Score -1.005531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -10055305.000000 Penalty: 3670.981934
	Iteration 70Q: 3 clusters Score -1.00553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -10055310.000000 Penalty: 3670.981934
	Iteration 71Q: 3 clusters Score -1.005531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -10055312.000000 Penalty: 3670.981934
	Iteration 72Q: 3 clusters Score -1.005531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -10055311.000000 Penalty: 3670.981934
	Iteration 73Q: 3 clusters Score -1.005531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -10055320.000000 Penalty: 3670.981934
	Iteration 74Q: 3 clusters Score -1.005532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -10055317.000000 Penalty: 3670.981934
	Iteration 75Q: 3 clusters Score -1.005532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 80158 members 
Entering Unmasked Estep 
Score: -10055323.000000 Penalty: 3670.981934
	Iteration 76Q: 3 clusters Score -1.005532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -10055318.000000 Penalty: 3670.981934
	Iteration 77Q: 3 clusters Score -1.005532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 80160 members 
Entering Unmasked Estep 
Score: -10055321.000000 Penalty: 3670.981934
	Iteration 78Q: 3 clusters Score -1.005532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 80161 members 
Entering Unmasked Estep 
Score: -10055320.000000 Penalty: 3670.981934
	Iteration 79Q: 3 clusters Score -1.005532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -10055319.000000 Penalty: 3670.981934
	Iteration 80F: 3 clusters Score -1.005532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (88167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Entering Unmasked Estep 
Score: -10998925.000000 Penalty: 1850.385498
	Iteration 0F: 2 clusters Score -1.099892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -10941446.000000 Penalty: 3700.770996
	Iteration 0F: 3 clusters Score -1.094145e+07 nChanged 42263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -10965768.000000 Penalty: 3700.770996
	Iteration 1F: 3 clusters Score -1.096577e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -10966366.000000 Penalty: 3700.770996
	Iteration 2Q: 3 clusters Score -1.096637e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -10967049.000000 Penalty: 3700.770996
	Iteration 3Q: 3 clusters Score -1.096705e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -10968155.000000 Penalty: 3700.770996
	Iteration 4Q: 3 clusters Score -1.096816e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -10969753.000000 Penalty: 3700.770996
	Iteration 5Q: 3 clusters Score -1.096975e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -10972173.000000 Penalty: 3700.770996
	Iteration 6Q: 3 clusters Score -1.097217e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -10975372.000000 Penalty: 3700.770996
	Iteration 7F: 3 clusters Score -1.097537e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -10979351.000000 Penalty: 3700.770996
	Iteration 8F: 3 clusters Score -1.097935e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -10983378.000000 Penalty: 3700.770996
	Iteration 9F: 3 clusters Score -1.098338e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68430 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -10986533.000000 Penalty: 3700.770996
	Iteration 10F: 3 clusters Score -1.098653e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -10988941.000000 Penalty: 3700.770996
	Iteration 11Q: 3 clusters Score -1.098894e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -10990666.000000 Penalty: 3700.770996
	Iteration 12Q: 3 clusters Score -1.099067e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -10991946.000000 Penalty: 3700.770996
	Iteration 13Q: 3 clusters Score -1.099195e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -10992873.000000 Penalty: 3700.770996
	Iteration 14Q: 3 clusters Score -1.099287e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -10993584.000000 Penalty: 3700.770996
	Iteration 15Q: 3 clusters Score -1.099358e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -10994151.000000 Penalty: 3700.770996
	Iteration 16Q: 3 clusters Score -1.099415e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -10994645.000000 Penalty: 3700.770996
	Iteration 17Q: 3 clusters Score -1.099464e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -10995104.000000 Penalty: 3700.770996
	Iteration 18Q: 3 clusters Score -1.09951e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -10995442.000000 Penalty: 3700.770996
	Iteration 19Q: 3 clusters Score -1.099544e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -10995693.000000 Penalty: 3700.770996
	Iteration 20F: 3 clusters Score -1.099569e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -10995929.000000 Penalty: 3700.770996
	Iteration 21Q: 3 clusters Score -1.099593e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -10996218.000000 Penalty: 3700.770996
	Iteration 22Q: 3 clusters Score -1.099622e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85343 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -10996437.000000 Penalty: 3700.770996
	Iteration 23Q: 3 clusters Score -1.099644e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85769 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -10996601.000000 Penalty: 3700.770996
	Iteration 24Q: 3 clusters Score -1.09966e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -10996751.000000 Penalty: 3700.770996
	Iteration 25Q: 3 clusters Score -1.099675e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10996877.000000 Penalty: 3700.770996
	Iteration 26Q: 3 clusters Score -1.099688e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10996977.000000 Penalty: 3700.770996
	Iteration 27Q: 3 clusters Score -1.099698e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10997040.000000 Penalty: 3700.770996
	Iteration 28Q: 3 clusters Score -1.099704e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -10997110.000000 Penalty: 3700.770996
	Iteration 29Q: 3 clusters Score -1.099711e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10997166.000000 Penalty: 3700.770996
	Iteration 30Q: 3 clusters Score -1.099717e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10997222.000000 Penalty: 3700.770996
	Iteration 31Q: 3 clusters Score -1.099722e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10997272.000000 Penalty: 3700.770996
	Iteration 32Q: 3 clusters Score -1.099727e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10997282.000000 Penalty: 3700.770996
	Iteration 33Q: 3 clusters Score -1.099728e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10997297.000000 Penalty: 3700.770996
	Iteration 34Q: 3 clusters Score -1.09973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10997339.000000 Penalty: 3700.770996
	Iteration 35Q: 3 clusters Score -1.099734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10997332.000000 Penalty: 3700.770996
	Iteration 36Q: 3 clusters Score -1.099733e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10997347.000000 Penalty: 3700.770996
	Iteration 37Q: 3 clusters Score -1.099735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10997354.000000 Penalty: 3700.770996
	Iteration 38Q: 3 clusters Score -1.099735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10997351.000000 Penalty: 3700.770996
	Iteration 39Q: 3 clusters Score -1.099735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10997365.000000 Penalty: 3700.770996
	Iteration 40F: 3 clusters Score -1.099736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10997365.000000 Penalty: 3700.770996
	Iteration 41Q: 3 clusters Score -1.099736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87353 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10997369.000000 Penalty: 3700.770996
	Iteration 42Q: 3 clusters Score -1.099737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87354 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10997384.000000 Penalty: 3700.770996
	Iteration 43Q: 3 clusters Score -1.099738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10997386.000000 Penalty: 3700.770996
	Iteration 44Q: 3 clusters Score -1.099739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10997390.000000 Penalty: 3700.770996
	Iteration 45Q: 3 clusters Score -1.099739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10997385.000000 Penalty: 3700.770996
	Iteration 46Q: 3 clusters Score -1.099738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10997375.000000 Penalty: 3700.770996
	Iteration 47Q: 3 clusters Score -1.099738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10997371.000000 Penalty: 3700.770996
	Iteration 48Q: 3 clusters Score -1.099737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10997371.000000 Penalty: 3700.770996
	Iteration 49F: 3 clusters Score -1.099737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Entering Unmasked Estep 
Score: -215722.734375 Penalty: 1224.485718
	Iteration 0F: 2 clusters Score -215722.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -213693.296875 Penalty: 2448.971436
	Iteration 0F: 3 clusters Score -213693.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -214111.046875 Penalty: 2448.971436
	Iteration 1F: 3 clusters Score -214111 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -214289.515625 Penalty: 2448.971436
	Iteration 2F: 3 clusters Score -214289.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -214446.296875 Penalty: 2448.971436
	Iteration 3F: 3 clusters Score -214446.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -214548.171875 Penalty: 2448.971436
	Iteration 4F: 3 clusters Score -214548.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -214617.531250 Penalty: 2448.971436
	Iteration 5Q: 3 clusters Score -214617.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -214683.484375 Penalty: 2448.971436
	Iteration 6Q: 3 clusters Score -214683.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -214728.437500 Penalty: 2448.971436
	Iteration 7Q: 3 clusters Score -214728.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -214765.593750 Penalty: 2448.971436
	Iteration 8Q: 3 clusters Score -214765.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -214791.828125 Penalty: 2448.971436
	Iteration 9Q: 3 clusters Score -214791.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -214827.296875 Penalty: 2448.971436
	Iteration 10Q: 3 clusters Score -214827.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -214861.703125 Penalty: 2448.971436
	Iteration 11Q: 3 clusters Score -214861.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -214891.750000 Penalty: 2448.971436
	Iteration 12Q: 3 clusters Score -214891.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -214921.953125 Penalty: 2448.971436
	Iteration 13Q: 3 clusters Score -214922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -214949.125000 Penalty: 2448.971436
	Iteration 14Q: 3 clusters Score -214949.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -214970.156250 Penalty: 2448.971436
	Iteration 15Q: 3 clusters Score -214970.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -214984.625000 Penalty: 2448.971436
	Iteration 16Q: 3 clusters Score -214984.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -215000.109375 Penalty: 2448.971436
	Iteration 17Q: 3 clusters Score -215000.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -215015.437500 Penalty: 2448.971436
	Iteration 18Q: 3 clusters Score -215015.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -215029.671875 Penalty: 2448.971436
	Iteration 19Q: 3 clusters Score -215029.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -215044.312500 Penalty: 2448.971436
	Iteration 20F: 3 clusters Score -215044.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -215048.375000 Penalty: 2448.971436
	Iteration 21Q: 3 clusters Score -215048.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -215053.703125 Penalty: 2448.971436
	Iteration 22Q: 3 clusters Score -215053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -215061.781250 Penalty: 2448.971436
	Iteration 23Q: 3 clusters Score -215061.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -215076.781250 Penalty: 2448.971436
	Iteration 24Q: 3 clusters Score -215076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -215090.171875 Penalty: 2448.971436
	Iteration 25Q: 3 clusters Score -215090.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -215101.546875 Penalty: 2448.971436
	Iteration 26Q: 3 clusters Score -215101.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -215115.640625 Penalty: 2448.971436
	Iteration 27Q: 3 clusters Score -215115.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -215128.421875 Penalty: 2448.971436
	Iteration 28Q: 3 clusters Score -215128.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -215134.921875 Penalty: 2448.971436
	Iteration 29Q: 3 clusters Score -215134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -215138.734375 Penalty: 2448.971436
	Iteration 30Q: 3 clusters Score -215138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -215141.890625 Penalty: 2448.971436
	Iteration 31Q: 3 clusters Score -215141.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -215146.140625 Penalty: 2448.971436
	Iteration 32Q: 3 clusters Score -215146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -215147.468750 Penalty: 2448.971436
	Iteration 33Q: 3 clusters Score -215147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -215148.156250 Penalty: 2448.971436
	Iteration 34Q: 3 clusters Score -215148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -215148.546875 Penalty: 2448.971436
	Iteration 35Q: 3 clusters Score -215148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -215150.281250 Penalty: 2448.971436
	Iteration 36Q: 3 clusters Score -215150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -215151.875000 Penalty: 2448.971436
	Iteration 37Q: 3 clusters Score -215151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -215155.296875 Penalty: 2448.971436
	Iteration 38Q: 3 clusters Score -215155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -215163.000000 Penalty: 2448.971436
	Iteration 39Q: 3 clusters Score -215163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -215167.968750 Penalty: 2448.971436
	Iteration 40F: 3 clusters Score -215168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -215171.906250 Penalty: 2448.971436
	Iteration 41Q: 3 clusters Score -215171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -215173.515625 Penalty: 2448.971436
	Iteration 42Q: 3 clusters Score -215173.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -215175.515625 Penalty: 2448.971436
	Iteration 43Q: 3 clusters Score -215175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -215176.953125 Penalty: 2448.971436
	Iteration 44Q: 3 clusters Score -215177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -215178.375000 Penalty: 2448.971436
	Iteration 45Q: 3 clusters Score -215178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -215178.937500 Penalty: 2448.971436
	Iteration 46Q: 3 clusters Score -215178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -215178.937500 Penalty: 2448.971436
	Iteration 47F: 3 clusters Score -215178.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -414083.500000 Penalty: 1332.502319
	Iteration 0F: 2 clusters Score -414083.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -410984.656250 Penalty: 2665.004639
	Iteration 0F: 3 clusters Score -410984.7 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -411901.187500 Penalty: 2665.004639
	Iteration 1F: 3 clusters Score -411901.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -412323.406250 Penalty: 2665.004639
	Iteration 2F: 3 clusters Score -412323.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -412794.531250 Penalty: 2665.004639
	Iteration 3F: 3 clusters Score -412794.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -413295.312500 Penalty: 2665.004639
	Iteration 4F: 3 clusters Score -413295.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -413583.062500 Penalty: 2665.004639
	Iteration 5F: 3 clusters Score -413583.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -413732.156250 Penalty: 2665.004639
	Iteration 6Q: 3 clusters Score -413732.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -413798.531250 Penalty: 2665.004639
	Iteration 7Q: 3 clusters Score -413798.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -413832.218750 Penalty: 2665.004639
	Iteration 8Q: 3 clusters Score -413832.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -413846.625000 Penalty: 2665.004639
	Iteration 9Q: 3 clusters Score -413846.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -413853.500000 Penalty: 2665.004639
	Iteration 10Q: 3 clusters Score -413853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -413855.531250 Penalty: 2665.004639
	Iteration 11Q: 3 clusters Score -413855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -413855.343750 Penalty: 2665.004639
	Iteration 12Q: 3 clusters Score -413855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -413855.343750 Penalty: 2665.004639
	Iteration 13F: 3 clusters Score -413855.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -22086.011719 Penalty: 902.355896
	Iteration 0F: 2 clusters Score -22086.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21294.097656 Penalty: 1804.711792
	Iteration 0F: 3 clusters Score -21294.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21432.390625 Penalty: 1804.711792
	Iteration 1F: 3 clusters Score -21432.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21491.726562 Penalty: 1804.711792
	Iteration 2F: 3 clusters Score -21491.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21556.531250 Penalty: 1804.711792
	Iteration 3Q: 3 clusters Score -21556.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21614.916016 Penalty: 1804.711792
	Iteration 4F: 3 clusters Score -21614.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21764.542969 Penalty: 1804.711792
	Iteration 5F: 3 clusters Score -21764.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21846.310547 Penalty: 1804.711792
	Iteration 6F: 3 clusters Score -21846.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21904.837891 Penalty: 1804.711792
	Iteration 7Q: 3 clusters Score -21904.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -21923.648438 Penalty: 1804.711792
	Iteration 8Q: 3 clusters Score -21923.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21930.361328 Penalty: 1804.711792
	Iteration 9Q: 3 clusters Score -21930.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21930.361328 Penalty: 1804.711792
	Iteration 10F: 3 clusters Score -21930.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -43964.851562 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -43964.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43025.703125 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -43025.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43312.125000 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -43312.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43474.425781 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -43474.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43567.007812 Penalty: 1996.860352
	Iteration 3F: 3 clusters Score -43567.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43602.187500 Penalty: 1996.860352
	Iteration 4Q: 3 clusters Score -43602.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43647.492188 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -43647.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43686.773438 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -43686.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43719.718750 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -43719.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43745.492188 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -43745.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43751.878906 Penalty: 1996.860352
	Iteration 9Q: 3 clusters Score -43751.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43752.562500 Penalty: 1996.860352
	Iteration 10Q: 3 clusters Score -43752.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43757.121094 Penalty: 1996.860352
	Iteration 11Q: 3 clusters Score -43757.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43758.093750 Penalty: 1996.860352
	Iteration 12Q: 3 clusters Score -43758.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43763.066406 Penalty: 1996.860352
	Iteration 13Q: 3 clusters Score -43763.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43767.281250 Penalty: 1996.860352
	Iteration 14Q: 3 clusters Score -43767.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43774.250000 Penalty: 1996.860352
	Iteration 15Q: 3 clusters Score -43774.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43776.847656 Penalty: 1996.860352
	Iteration 16Q: 3 clusters Score -43776.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43783.765625 Penalty: 1996.860352
	Iteration 17F: 3 clusters Score -43783.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43838.007812 Penalty: 1996.860352
	Iteration 18Q: 3 clusters Score -43838.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43860.750000 Penalty: 1996.860352
	Iteration 19Q: 3 clusters Score -43860.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43896.835938 Penalty: 1996.860352
	Iteration 20F: 3 clusters Score -43896.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43905.683594 Penalty: 1996.860352
	Iteration 21Q: 3 clusters Score -43905.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43911.972656 Penalty: 1996.860352
	Iteration 22Q: 3 clusters Score -43911.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43913.871094 Penalty: 1996.860352
	Iteration 23Q: 3 clusters Score -43913.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43913.871094 Penalty: 1996.860352
	Iteration 24F: 3 clusters Score -43913.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Entering Unmasked Estep 
Score: -3507901.250000 Penalty: 1665.828613
	Iteration 0F: 2 clusters Score -3507901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3488913.750000 Penalty: 3331.657227
	Iteration 0F: 3 clusters Score -3488914 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3496076.500000 Penalty: 3331.657227
	Iteration 1F: 3 clusters Score -3496076 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3496395.500000 Penalty: 3331.657227
	Iteration 2Q: 3 clusters Score -3496396 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3496841.250000 Penalty: 3331.657227
	Iteration 3Q: 3 clusters Score -3496841 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3497518.000000 Penalty: 3331.657227
	Iteration 4Q: 3 clusters Score -3497518 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3498498.000000 Penalty: 3331.657227
	Iteration 5F: 3 clusters Score -3498498 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3500016.250000 Penalty: 3331.657227
	Iteration 6F: 3 clusters Score -3500016 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3501876.250000 Penalty: 3331.657227
	Iteration 7F: 3 clusters Score -3501876 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3503765.750000 Penalty: 3331.657227
	Iteration 8F: 3 clusters Score -3503766 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3505060.250000 Penalty: 3331.657227
	Iteration 9Q: 3 clusters Score -3505060 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3505775.250000 Penalty: 3331.657227
	Iteration 10Q: 3 clusters Score -3505775 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3506102.750000 Penalty: 3331.657227
	Iteration 11Q: 3 clusters Score -3506103 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3506261.750000 Penalty: 3331.657227
	Iteration 12Q: 3 clusters Score -3506262 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3506341.250000 Penalty: 3331.657227
	Iteration 13Q: 3 clusters Score -3506341 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3506390.000000 Penalty: 3331.657227
	Iteration 14Q: 3 clusters Score -3506390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3506420.750000 Penalty: 3331.657227
	Iteration 15Q: 3 clusters Score -3506421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3506447.750000 Penalty: 3331.657227
	Iteration 16Q: 3 clusters Score -3506448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3506457.250000 Penalty: 3331.657227
	Iteration 17Q: 3 clusters Score -3506457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3506469.750000 Penalty: 3331.657227
	Iteration 18Q: 3 clusters Score -3506470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3506481.500000 Penalty: 3331.657227
	Iteration 19Q: 3 clusters Score -3506482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3506484.500000 Penalty: 3331.657227
	Iteration 20F: 3 clusters Score -3506484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3506488.250000 Penalty: 3331.657227
	Iteration 21Q: 3 clusters Score -3506488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3506495.250000 Penalty: 3331.657227
	Iteration 22Q: 3 clusters Score -3506495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3506493.250000 Penalty: 3331.657227
	Iteration 23Q: 3 clusters Score -3506493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3506499.500000 Penalty: 3331.657227
	Iteration 24Q: 3 clusters Score -3506500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -3506505.750000 Penalty: 3331.657227
	Iteration 25Q: 3 clusters Score -3506506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3506511.250000 Penalty: 3331.657227
	Iteration 26Q: 3 clusters Score -3506511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3506513.750000 Penalty: 3331.657227
	Iteration 27Q: 3 clusters Score -3506514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -3506520.500000 Penalty: 3331.657227
	Iteration 28Q: 3 clusters Score -3506520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3506523.000000 Penalty: 3331.657227
	Iteration 29Q: 3 clusters Score -3506523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3506522.750000 Penalty: 3331.657227
	Iteration 30Q: 3 clusters Score -3506523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3506528.000000 Penalty: 3331.657227
	Iteration 31Q: 3 clusters Score -3506528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3506530.000000 Penalty: 3331.657227
	Iteration 32Q: 3 clusters Score -3506530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3506529.500000 Penalty: 3331.657227
	Iteration 33Q: 3 clusters Score -3506530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3506528.750000 Penalty: 3331.657227
	Iteration 34Q: 3 clusters Score -3506529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3506528.750000 Penalty: 3331.657227
	Iteration 35Q: 3 clusters Score -3506529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -3506530.000000 Penalty: 3331.657227
	Iteration 36Q: 3 clusters Score -3506530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3506531.000000 Penalty: 3331.657227
	Iteration 37Q: 3 clusters Score -3506531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3506530.750000 Penalty: 3331.657227
	Iteration 38Q: 3 clusters Score -3506531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3506530.750000 Penalty: 3331.657227
	Iteration 39F: 3 clusters Score -3506531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (97305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97305 members 
Entering Unmasked Estep 
Score: -11972361.000000 Penalty: 1866.410889
	Iteration 0F: 2 clusters Score -1.197236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -11908409.000000 Penalty: 3732.821777
	Iteration 0F: 3 clusters Score -1.190841e+07 nChanged 46396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -11935416.000000 Penalty: 3732.821777
	Iteration 1F: 3 clusters Score -1.193542e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -11936488.000000 Penalty: 3732.821777
	Iteration 2Q: 3 clusters Score -1.193649e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -11938309.000000 Penalty: 3732.821777
	Iteration 3Q: 3 clusters Score -1.193831e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -11941526.000000 Penalty: 3732.821777
	Iteration 4F: 3 clusters Score -1.194153e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -11946432.000000 Penalty: 3732.821777
	Iteration 5F: 3 clusters Score -1.194643e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -11952953.000000 Penalty: 3732.821777
	Iteration 6F: 3 clusters Score -1.195295e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -11959350.000000 Penalty: 3732.821777
	Iteration 7F: 3 clusters Score -1.195935e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -11963889.000000 Penalty: 3732.821777
	Iteration 8Q: 3 clusters Score -1.196389e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -11966513.000000 Penalty: 3732.821777
	Iteration 9Q: 3 clusters Score -1.196651e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -11968065.000000 Penalty: 3732.821777
	Iteration 10Q: 3 clusters Score -1.196806e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -11969034.000000 Penalty: 3732.821777
	Iteration 11Q: 3 clusters Score -1.196903e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -11969730.000000 Penalty: 3732.821777
	Iteration 12Q: 3 clusters Score -1.196973e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -11970120.000000 Penalty: 3732.821777
	Iteration 13Q: 3 clusters Score -1.197012e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95658 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -11970388.000000 Penalty: 3732.821777
	Iteration 14Q: 3 clusters Score -1.197039e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96021 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11970511.000000 Penalty: 3732.821777
	Iteration 15Q: 3 clusters Score -1.197051e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11970661.000000 Penalty: 3732.821777
	Iteration 16Q: 3 clusters Score -1.197066e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11970746.000000 Penalty: 3732.821777
	Iteration 17Q: 3 clusters Score -1.197075e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11970779.000000 Penalty: 3732.821777
	Iteration 18Q: 3 clusters Score -1.197078e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11970822.000000 Penalty: 3732.821777
	Iteration 19Q: 3 clusters Score -1.197082e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96627 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11970860.000000 Penalty: 3732.821777
	Iteration 20F: 3 clusters Score -1.197086e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11970872.000000 Penalty: 3732.821777
	Iteration 21Q: 3 clusters Score -1.197087e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -11970885.000000 Penalty: 3732.821777
	Iteration 22Q: 3 clusters Score -1.197088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11970890.000000 Penalty: 3732.821777
	Iteration 23Q: 3 clusters Score -1.197089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11970902.000000 Penalty: 3732.821777
	Iteration 24Q: 3 clusters Score -1.19709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11970905.000000 Penalty: 3732.821777
	Iteration 25Q: 3 clusters Score -1.19709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96714 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11970900.000000 Penalty: 3732.821777
	Iteration 26Q: 3 clusters Score -1.19709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96725 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11970905.000000 Penalty: 3732.821777
	Iteration 27Q: 3 clusters Score -1.19709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11970907.000000 Penalty: 3732.821777
	Iteration 28Q: 3 clusters Score -1.197091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11970913.000000 Penalty: 3732.821777
	Iteration 29Q: 3 clusters Score -1.197091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11970916.000000 Penalty: 3732.821777
	Iteration 30Q: 3 clusters Score -1.197092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96737 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11970919.000000 Penalty: 3732.821777
	Iteration 31Q: 3 clusters Score -1.197092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11970930.000000 Penalty: 3732.821777
	Iteration 32Q: 3 clusters Score -1.197093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11970925.000000 Penalty: 3732.821777
	Iteration 33Q: 3 clusters Score -1.197092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96746 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11970928.000000 Penalty: 3732.821777
	Iteration 34Q: 3 clusters Score -1.197093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11970920.000000 Penalty: 3732.821777
	Iteration 35Q: 3 clusters Score -1.197092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11970924.000000 Penalty: 3732.821777
	Iteration 36Q: 3 clusters Score -1.197092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96750 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11970924.000000 Penalty: 3732.821777
	Iteration 37Q: 3 clusters Score -1.197092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96750 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11970924.000000 Penalty: 3732.821777
	Iteration 38Q: 3 clusters Score -1.197092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11970925.000000 Penalty: 3732.821777
	Iteration 39Q: 3 clusters Score -1.197092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11970925.000000 Penalty: 3732.821777
	Iteration 40F: 3 clusters Score -1.197092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Entering Unmasked Estep 
Score: -212063.812500 Penalty: 1222.390015
	Iteration 0F: 2 clusters Score -212063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210119.140625 Penalty: 2444.780029
	Iteration 0F: 3 clusters Score -210119.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -210672.734375 Penalty: 2444.780029
	Iteration 1F: 3 clusters Score -210672.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -210846.828125 Penalty: 2444.780029
	Iteration 2F: 3 clusters Score -210846.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -210953.328125 Penalty: 2444.780029
	Iteration 3F: 3 clusters Score -210953.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -211027.312500 Penalty: 2444.780029
	Iteration 4Q: 3 clusters Score -211027.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -211101.281250 Penalty: 2444.780029
	Iteration 5Q: 3 clusters Score -211101.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -211174.187500 Penalty: 2444.780029
	Iteration 6Q: 3 clusters Score -211174.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -211255.109375 Penalty: 2444.780029
	Iteration 7Q: 3 clusters Score -211255.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -211315.093750 Penalty: 2444.780029
	Iteration 8Q: 3 clusters Score -211315.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -211369.921875 Penalty: 2444.780029
	Iteration 9Q: 3 clusters Score -211369.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -211434.421875 Penalty: 2444.780029
	Iteration 10Q: 3 clusters Score -211434.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -211506.281250 Penalty: 2444.780029
	Iteration 11Q: 3 clusters Score -211506.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -211558.109375 Penalty: 2444.780029
	Iteration 12Q: 3 clusters Score -211558.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -211592.562500 Penalty: 2444.780029
	Iteration 13Q: 3 clusters Score -211592.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -211617.531250 Penalty: 2444.780029
	Iteration 14Q: 3 clusters Score -211617.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -211632.796875 Penalty: 2444.780029
	Iteration 15Q: 3 clusters Score -211632.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -211640.093750 Penalty: 2444.780029
	Iteration 16Q: 3 clusters Score -211640.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -211655.500000 Penalty: 2444.780029
	Iteration 17Q: 3 clusters Score -211655.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -211660.765625 Penalty: 2444.780029
	Iteration 18Q: 3 clusters Score -211660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -211662.250000 Penalty: 2444.780029
	Iteration 19Q: 3 clusters Score -211662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -211663.984375 Penalty: 2444.780029
	Iteration 20F: 3 clusters Score -211664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -211665.046875 Penalty: 2444.780029
	Iteration 21Q: 3 clusters Score -211665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -211665.359375 Penalty: 2444.780029
	Iteration 22Q: 3 clusters Score -211665.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -211665.359375 Penalty: 2444.780029
	Iteration 23F: 3 clusters Score -211665.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Entering Unmasked Estep 
Score: -1310808.625000 Penalty: 1510.937500
	Iteration 0F: 2 clusters Score -1310809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1303159.250000 Penalty: 3021.875000
	Iteration 0F: 3 clusters Score -1303159 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1306012.250000 Penalty: 3021.875000
	Iteration 1F: 3 clusters Score -1306012 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1306671.125000 Penalty: 3021.875000
	Iteration 2F: 3 clusters Score -1306671 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1307452.625000 Penalty: 3021.875000
	Iteration 3F: 3 clusters Score -1307453 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1308301.375000 Penalty: 3021.875000
	Iteration 4F: 3 clusters Score -1308301 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1308890.375000 Penalty: 3021.875000
	Iteration 5F: 3 clusters Score -1308890 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1309247.750000 Penalty: 3021.875000
	Iteration 6F: 3 clusters Score -1309248 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1309455.500000 Penalty: 3021.875000
	Iteration 7Q: 3 clusters Score -1309456 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1309580.875000 Penalty: 3021.875000
	Iteration 8Q: 3 clusters Score -1309581 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1309657.500000 Penalty: 3021.875000
	Iteration 9Q: 3 clusters Score -1309658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1309719.250000 Penalty: 3021.875000
	Iteration 10Q: 3 clusters Score -1309719 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1309772.000000 Penalty: 3021.875000
	Iteration 11Q: 3 clusters Score -1309772 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1309807.625000 Penalty: 3021.875000
	Iteration 12Q: 3 clusters Score -1309808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1309839.250000 Penalty: 3021.875000
	Iteration 13Q: 3 clusters Score -1309839 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1309862.125000 Penalty: 3021.875000
	Iteration 14Q: 3 clusters Score -1309862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1309877.250000 Penalty: 3021.875000
	Iteration 15Q: 3 clusters Score -1309877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1309887.625000 Penalty: 3021.875000
	Iteration 16Q: 3 clusters Score -1309888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1309899.125000 Penalty: 3021.875000
	Iteration 17Q: 3 clusters Score -1309899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1309911.750000 Penalty: 3021.875000
	Iteration 18Q: 3 clusters Score -1309912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1309922.875000 Penalty: 3021.875000
	Iteration 19Q: 3 clusters Score -1309923 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1309927.500000 Penalty: 3021.875000
	Iteration 20F: 3 clusters Score -1309928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1309936.375000 Penalty: 3021.875000
	Iteration 21Q: 3 clusters Score -1309936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1309947.625000 Penalty: 3021.875000
	Iteration 22Q: 3 clusters Score -1309948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1309959.625000 Penalty: 3021.875000
	Iteration 23Q: 3 clusters Score -1309960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1309969.375000 Penalty: 3021.875000
	Iteration 24Q: 3 clusters Score -1309969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1309976.750000 Penalty: 3021.875000
	Iteration 25Q: 3 clusters Score -1309977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1309983.500000 Penalty: 3021.875000
	Iteration 26Q: 3 clusters Score -1309984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1309996.500000 Penalty: 3021.875000
	Iteration 27Q: 3 clusters Score -1309996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1309999.750000 Penalty: 3021.875000
	Iteration 28Q: 3 clusters Score -1310000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1310005.625000 Penalty: 3021.875000
	Iteration 29Q: 3 clusters Score -1310006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1310011.375000 Penalty: 3021.875000
	Iteration 30Q: 3 clusters Score -1310011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1310014.750000 Penalty: 3021.875000
	Iteration 31Q: 3 clusters Score -1310015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1310017.000000 Penalty: 3021.875000
	Iteration 32Q: 3 clusters Score -1310017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1310020.875000 Penalty: 3021.875000
	Iteration 33Q: 3 clusters Score -1310021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1310025.000000 Penalty: 3021.875000
	Iteration 34Q: 3 clusters Score -1310025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1310031.875000 Penalty: 3021.875000
	Iteration 35Q: 3 clusters Score -1310032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1310034.000000 Penalty: 3021.875000
	Iteration 36Q: 3 clusters Score -1310034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1310040.125000 Penalty: 3021.875000
	Iteration 37Q: 3 clusters Score -1310040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1310048.000000 Penalty: 3021.875000
	Iteration 38Q: 3 clusters Score -1310048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1310053.500000 Penalty: 3021.875000
	Iteration 39Q: 3 clusters Score -1310054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1310059.000000 Penalty: 3021.875000
	Iteration 40F: 3 clusters Score -1310059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1310065.125000 Penalty: 3021.875000
	Iteration 41Q: 3 clusters Score -1310065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1310069.875000 Penalty: 3021.875000
	Iteration 42Q: 3 clusters Score -1310070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1310069.000000 Penalty: 3021.875000
	Iteration 43Q: 3 clusters Score -1310069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1310075.000000 Penalty: 3021.875000
	Iteration 44Q: 3 clusters Score -1310075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1310074.625000 Penalty: 3021.875000
	Iteration 45Q: 3 clusters Score -1310075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1310076.250000 Penalty: 3021.875000
	Iteration 46Q: 3 clusters Score -1310076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1310079.000000 Penalty: 3021.875000
	Iteration 47Q: 3 clusters Score -1310079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1310085.375000 Penalty: 3021.875000
	Iteration 48Q: 3 clusters Score -1310085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1310085.000000 Penalty: 3021.875000
	Iteration 49Q: 3 clusters Score -1310085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1310087.875000 Penalty: 3021.875000
	Iteration 50Q: 3 clusters Score -1310088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1310089.375000 Penalty: 3021.875000
	Iteration 51Q: 3 clusters Score -1310089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1310089.875000 Penalty: 3021.875000
	Iteration 52Q: 3 clusters Score -1310090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1310092.500000 Penalty: 3021.875000
	Iteration 53Q: 3 clusters Score -1310092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1310094.500000 Penalty: 3021.875000
	Iteration 54Q: 3 clusters Score -1310094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1310095.500000 Penalty: 3021.875000
	Iteration 55Q: 3 clusters Score -1310096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1310095.750000 Penalty: 3021.875000
	Iteration 56Q: 3 clusters Score -1310096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1310096.750000 Penalty: 3021.875000
	Iteration 57Q: 3 clusters Score -1310097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1310095.750000 Penalty: 3021.875000
	Iteration 58Q: 3 clusters Score -1310096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1310096.000000 Penalty: 3021.875000
	Iteration 59Q: 3 clusters Score -1310096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1310097.750000 Penalty: 3021.875000
	Iteration 60F: 3 clusters Score -1310098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1310095.750000 Penalty: 3021.875000
	Iteration 61Q: 3 clusters Score -1310096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1310095.750000 Penalty: 3021.875000
	Iteration 62F: 3 clusters Score -1310096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Entering Unmasked Estep 
Score: -1087543.750000 Penalty: 1478.381348
	Iteration 0F: 2 clusters Score -1087544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1081056.125000 Penalty: 2956.762695
	Iteration 0F: 3 clusters Score -1081056 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1083291.250000 Penalty: 2956.762695
	Iteration 1F: 3 clusters Score -1083291 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1083656.750000 Penalty: 2956.762695
	Iteration 2F: 3 clusters Score -1083657 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1084016.000000 Penalty: 2956.762695
	Iteration 3F: 3 clusters Score -1084016 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1084379.250000 Penalty: 2956.762695
	Iteration 4F: 3 clusters Score -1084379 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1084756.000000 Penalty: 2956.762695
	Iteration 5F: 3 clusters Score -1084756 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1085109.750000 Penalty: 2956.762695
	Iteration 6F: 3 clusters Score -1085110 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1085392.750000 Penalty: 2956.762695
	Iteration 7Q: 3 clusters Score -1085393 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1085631.750000 Penalty: 2956.762695
	Iteration 8Q: 3 clusters Score -1085632 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1085795.500000 Penalty: 2956.762695
	Iteration 9Q: 3 clusters Score -1085796 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1085906.750000 Penalty: 2956.762695
	Iteration 10Q: 3 clusters Score -1085907 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1086006.875000 Penalty: 2956.762695
	Iteration 11Q: 3 clusters Score -1086007 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1086086.500000 Penalty: 2956.762695
	Iteration 12Q: 3 clusters Score -1086086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1086139.000000 Penalty: 2956.762695
	Iteration 13Q: 3 clusters Score -1086139 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1086183.750000 Penalty: 2956.762695
	Iteration 14Q: 3 clusters Score -1086184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1086211.250000 Penalty: 2956.762695
	Iteration 15Q: 3 clusters Score -1086211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1086239.625000 Penalty: 2956.762695
	Iteration 16Q: 3 clusters Score -1086240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1086260.125000 Penalty: 2956.762695
	Iteration 17Q: 3 clusters Score -1086260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1086283.125000 Penalty: 2956.762695
	Iteration 18Q: 3 clusters Score -1086283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1086296.750000 Penalty: 2956.762695
	Iteration 19Q: 3 clusters Score -1086297 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1086309.250000 Penalty: 2956.762695
	Iteration 20F: 3 clusters Score -1086309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1086318.875000 Penalty: 2956.762695
	Iteration 21Q: 3 clusters Score -1086319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1086321.875000 Penalty: 2956.762695
	Iteration 22Q: 3 clusters Score -1086322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1086326.375000 Penalty: 2956.762695
	Iteration 23Q: 3 clusters Score -1086326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1086330.875000 Penalty: 2956.762695
	Iteration 24Q: 3 clusters Score -1086331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1086334.750000 Penalty: 2956.762695
	Iteration 25Q: 3 clusters Score -1086335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1086338.000000 Penalty: 2956.762695
	Iteration 26Q: 3 clusters Score -1086338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1086340.500000 Penalty: 2956.762695
	Iteration 27Q: 3 clusters Score -1086340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1086342.000000 Penalty: 2956.762695
	Iteration 28Q: 3 clusters Score -1086342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1086340.875000 Penalty: 2956.762695
	Iteration 29Q: 3 clusters Score -1086341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1086343.750000 Penalty: 2956.762695
	Iteration 30Q: 3 clusters Score -1086344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1086347.000000 Penalty: 2956.762695
	Iteration 31Q: 3 clusters Score -1086347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1086348.750000 Penalty: 2956.762695
	Iteration 32Q: 3 clusters Score -1086349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1086352.375000 Penalty: 2956.762695
	Iteration 33Q: 3 clusters Score -1086352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1086350.250000 Penalty: 2956.762695
	Iteration 34Q: 3 clusters Score -1086350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1086350.250000 Penalty: 2956.762695
	Iteration 35Q: 3 clusters Score -1086350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1086351.250000 Penalty: 2956.762695
	Iteration 36Q: 3 clusters Score -1086351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1086351.750000 Penalty: 2956.762695
	Iteration 37Q: 3 clusters Score -1086352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1086352.000000 Penalty: 2956.762695
	Iteration 38Q: 3 clusters Score -1086352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1086353.875000 Penalty: 2956.762695
	Iteration 39Q: 3 clusters Score -1086354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1086352.500000 Penalty: 2956.762695
	Iteration 40F: 3 clusters Score -1086352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1086355.000000 Penalty: 2956.762695
	Iteration 41Q: 3 clusters Score -1086355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1086355.375000 Penalty: 2956.762695
	Iteration 42Q: 3 clusters Score -1086355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1086355.375000 Penalty: 2956.762695
	Iteration 43F: 3 clusters Score -1086355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -216227.453125 Penalty: 1228.513062
	Iteration 0F: 2 clusters Score -216227.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -214224.984375 Penalty: 2457.026123
	Iteration 0F: 3 clusters Score -214225 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -214624.828125 Penalty: 2457.026123
	Iteration 1F: 3 clusters Score -214624.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -214744.390625 Penalty: 2457.026123
	Iteration 2F: 3 clusters Score -214744.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -214825.609375 Penalty: 2457.026123
	Iteration 3F: 3 clusters Score -214825.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -214887.984375 Penalty: 2457.026123
	Iteration 4Q: 3 clusters Score -214888 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -214932.453125 Penalty: 2457.026123
	Iteration 5Q: 3 clusters Score -214932.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -214960.328125 Penalty: 2457.026123
	Iteration 6Q: 3 clusters Score -214960.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -214988.062500 Penalty: 2457.026123
	Iteration 7Q: 3 clusters Score -214988.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -215009.281250 Penalty: 2457.026123
	Iteration 8Q: 3 clusters Score -215009.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -215030.125000 Penalty: 2457.026123
	Iteration 9Q: 3 clusters Score -215030.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -215052.484375 Penalty: 2457.026123
	Iteration 10Q: 3 clusters Score -215052.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -215074.421875 Penalty: 2457.026123
	Iteration 11Q: 3 clusters Score -215074.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -215102.453125 Penalty: 2457.026123
	Iteration 12Q: 3 clusters Score -215102.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -215140.484375 Penalty: 2457.026123
	Iteration 13Q: 3 clusters Score -215140.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -215173.890625 Penalty: 2457.026123
	Iteration 14Q: 3 clusters Score -215173.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -215209.343750 Penalty: 2457.026123
	Iteration 15Q: 3 clusters Score -215209.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -215237.171875 Penalty: 2457.026123
	Iteration 16Q: 3 clusters Score -215237.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -215254.984375 Penalty: 2457.026123
	Iteration 17Q: 3 clusters Score -215255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -215275.718750 Penalty: 2457.026123
	Iteration 18Q: 3 clusters Score -215275.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -215298.390625 Penalty: 2457.026123
	Iteration 19Q: 3 clusters Score -215298.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -215314.593750 Penalty: 2457.026123
	Iteration 20F: 3 clusters Score -215314.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -215325.687500 Penalty: 2457.026123
	Iteration 21Q: 3 clusters Score -215325.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -215336.390625 Penalty: 2457.026123
	Iteration 22Q: 3 clusters Score -215336.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -215351.578125 Penalty: 2457.026123
	Iteration 23Q: 3 clusters Score -215351.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -215362.937500 Penalty: 2457.026123
	Iteration 24Q: 3 clusters Score -215362.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -215373.343750 Penalty: 2457.026123
	Iteration 25Q: 3 clusters Score -215373.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -215387.421875 Penalty: 2457.026123
	Iteration 26Q: 3 clusters Score -215387.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -215396.453125 Penalty: 2457.026123
	Iteration 27Q: 3 clusters Score -215396.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -215410.828125 Penalty: 2457.026123
	Iteration 28Q: 3 clusters Score -215410.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -215426.234375 Penalty: 2457.026123
	Iteration 29Q: 3 clusters Score -215426.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -215439.703125 Penalty: 2457.026123
	Iteration 30Q: 3 clusters Score -215439.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -215462.750000 Penalty: 2457.026123
	Iteration 31Q: 3 clusters Score -215462.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -215488.734375 Penalty: 2457.026123
	Iteration 32Q: 3 clusters Score -215488.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -215511.406250 Penalty: 2457.026123
	Iteration 33Q: 3 clusters Score -215511.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -215538.953125 Penalty: 2457.026123
	Iteration 34Q: 3 clusters Score -215539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -215556.250000 Penalty: 2457.026123
	Iteration 35Q: 3 clusters Score -215556.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215580.203125 Penalty: 2457.026123
	Iteration 36Q: 3 clusters Score -215580.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -215602.265625 Penalty: 2457.026123
	Iteration 37Q: 3 clusters Score -215602.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -215621.187500 Penalty: 2457.026123
	Iteration 38Q: 3 clusters Score -215621.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -215647.343750 Penalty: 2457.026123
	Iteration 39Q: 3 clusters Score -215647.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -215671.453125 Penalty: 2457.026123
	Iteration 40F: 3 clusters Score -215671.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -215689.375000 Penalty: 2457.026123
	Iteration 41Q: 3 clusters Score -215689.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -215702.328125 Penalty: 2457.026123
	Iteration 42Q: 3 clusters Score -215702.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215715.187500 Penalty: 2457.026123
	Iteration 43Q: 3 clusters Score -215715.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -215724.906250 Penalty: 2457.026123
	Iteration 44Q: 3 clusters Score -215724.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -215731.718750 Penalty: 2457.026123
	Iteration 45Q: 3 clusters Score -215731.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -215736.609375 Penalty: 2457.026123
	Iteration 46Q: 3 clusters Score -215736.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -215743.062500 Penalty: 2457.026123
	Iteration 47Q: 3 clusters Score -215743.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -215747.640625 Penalty: 2457.026123
	Iteration 48Q: 3 clusters Score -215747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -215749.890625 Penalty: 2457.026123
	Iteration 49Q: 3 clusters Score -215749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -215751.703125 Penalty: 2457.026123
	Iteration 50Q: 3 clusters Score -215751.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -215753.343750 Penalty: 2457.026123
	Iteration 51Q: 3 clusters Score -215753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -215755.906250 Penalty: 2457.026123
	Iteration 52Q: 3 clusters Score -215755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -215756.359375 Penalty: 2457.026123
	Iteration 53Q: 3 clusters Score -215756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -215756.796875 Penalty: 2457.026123
	Iteration 54Q: 3 clusters Score -215756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -215757.125000 Penalty: 2457.026123
	Iteration 55Q: 3 clusters Score -215757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -215757.593750 Penalty: 2457.026123
	Iteration 56Q: 3 clusters Score -215757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -215757.593750 Penalty: 2457.026123
	Iteration 57F: 3 clusters Score -215757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Entering Unmasked Estep 
Score: -11364132.000000 Penalty: 1854.972168
	Iteration 0F: 2 clusters Score -1.136413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -11306994.000000 Penalty: 3709.944336
	Iteration 0F: 3 clusters Score -1.130699e+07 nChanged 43154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -11331675.000000 Penalty: 3709.944336
	Iteration 1F: 3 clusters Score -1.133168e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -11332188.000000 Penalty: 3709.944336
	Iteration 2Q: 3 clusters Score -1.133219e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -11332824.000000 Penalty: 3709.944336
	Iteration 3Q: 3 clusters Score -1.133282e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -11333694.000000 Penalty: 3709.944336
	Iteration 4Q: 3 clusters Score -1.133369e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -11334977.000000 Penalty: 3709.944336
	Iteration 5Q: 3 clusters Score -1.133498e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -11337204.000000 Penalty: 3709.944336
	Iteration 6Q: 3 clusters Score -1.13372e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -11340778.000000 Penalty: 3709.944336
	Iteration 7F: 3 clusters Score -1.134078e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 68093 members 
Entering Unmasked Estep 
Score: -11346353.000000 Penalty: 3709.944336
	Iteration 8F: 3 clusters Score -1.134635e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
Score: -11352557.000000 Penalty: 3709.944336
	Iteration 9F: 3 clusters Score -1.135256e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -11357203.000000 Penalty: 3709.944336
	Iteration 10F: 3 clusters Score -1.13572e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -11359838.000000 Penalty: 3709.944336
	Iteration 11Q: 3 clusters Score -1.135984e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -11361359.000000 Penalty: 3709.944336
	Iteration 12Q: 3 clusters Score -1.136136e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -11362109.000000 Penalty: 3709.944336
	Iteration 13Q: 3 clusters Score -1.136211e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 84982 members 
Entering Unmasked Estep 
Score: -11362552.000000 Penalty: 3709.944336
	Iteration 14Q: 3 clusters Score -1.136255e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -11362810.000000 Penalty: 3709.944336
	Iteration 15Q: 3 clusters Score -1.136281e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -11362926.000000 Penalty: 3709.944336
	Iteration 16Q: 3 clusters Score -1.136293e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -11362983.000000 Penalty: 3709.944336
	Iteration 17Q: 3 clusters Score -1.136298e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -11362997.000000 Penalty: 3709.944336
	Iteration 18Q: 3 clusters Score -1.1363e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -11362993.000000 Penalty: 3709.944336
	Iteration 19Q: 3 clusters Score -1.136299e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -11363005.000000 Penalty: 3709.944336
	Iteration 20F: 3 clusters Score -1.1363e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -11362958.000000 Penalty: 3709.944336
	Iteration 21Q: 3 clusters Score -1.136296e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -11362984.000000 Penalty: 3709.944336
	Iteration 22Q: 3 clusters Score -1.136298e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -11362981.000000 Penalty: 3709.944336
	Iteration 23Q: 3 clusters Score -1.136298e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -11362979.000000 Penalty: 3709.944336
	Iteration 24Q: 3 clusters Score -1.136298e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -11362923.000000 Penalty: 3709.944336
	Iteration 25Q: 3 clusters Score -1.136292e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 89450 members 
Entering Unmasked Estep 
Score: -11362936.000000 Penalty: 3709.944336
	Iteration 26Q: 3 clusters Score -1.136294e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -11362936.000000 Penalty: 3709.944336
	Iteration 27Q: 3 clusters Score -1.136294e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -11362953.000000 Penalty: 3709.944336
	Iteration 28Q: 3 clusters Score -1.136295e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -11362962.000000 Penalty: 3709.944336
	Iteration 29Q: 3 clusters Score -1.136296e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -11362978.000000 Penalty: 3709.944336
	Iteration 30Q: 3 clusters Score -1.136298e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -11362983.000000 Penalty: 3709.944336
	Iteration 31Q: 3 clusters Score -1.136298e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 89803 members 
Entering Unmasked Estep 
Score: -11362985.000000 Penalty: 3709.944336
	Iteration 32Q: 3 clusters Score -1.136298e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -11362988.000000 Penalty: 3709.944336
	Iteration 33Q: 3 clusters Score -1.136299e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -11362983.000000 Penalty: 3709.944336
	Iteration 34Q: 3 clusters Score -1.136298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -11362976.000000 Penalty: 3709.944336
	Iteration 35Q: 3 clusters Score -1.136298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -11362988.000000 Penalty: 3709.944336
	Iteration 36Q: 3 clusters Score -1.136299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 89888 members 
Entering Unmasked Estep 
Score: -11362982.000000 Penalty: 3709.944336
	Iteration 37Q: 3 clusters Score -1.136298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -11362975.000000 Penalty: 3709.944336
	Iteration 38Q: 3 clusters Score -1.136298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -11362978.000000 Penalty: 3709.944336
	Iteration 39Q: 3 clusters Score -1.136298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 89931 members 
Entering Unmasked Estep 
Score: -11362978.000000 Penalty: 3709.944336
	Iteration 40F: 3 clusters Score -1.136298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -11362983.000000 Penalty: 3709.944336
	Iteration 41Q: 3 clusters Score -1.136298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -11362971.000000 Penalty: 3709.944336
	Iteration 42Q: 3 clusters Score -1.136297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -11362977.000000 Penalty: 3709.944336
	Iteration 43Q: 3 clusters Score -1.136298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 89956 members 
Entering Unmasked Estep 
Score: -11362973.000000 Penalty: 3709.944336
	Iteration 44Q: 3 clusters Score -1.136297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 89961 members 
Entering Unmasked Estep 
Score: -11362973.000000 Penalty: 3709.944336
	Iteration 45Q: 3 clusters Score -1.136297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -11362974.000000 Penalty: 3709.944336
	Iteration 46Q: 3 clusters Score -1.136297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 89970 members 
Entering Unmasked Estep 
Score: -11362973.000000 Penalty: 3709.944336
	Iteration 47Q: 3 clusters Score -1.136297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -11362965.000000 Penalty: 3709.944336
	Iteration 48Q: 3 clusters Score -1.136296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -11362971.000000 Penalty: 3709.944336
	Iteration 49Q: 3 clusters Score -1.136297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 89972 members 
Entering Unmasked Estep 
Score: -11362970.000000 Penalty: 3709.944336
	Iteration 50Q: 3 clusters Score -1.136297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 89972 members 
Entering Unmasked Estep 
Score: -11362975.000000 Penalty: 3709.944336
	Iteration 51Q: 3 clusters Score -1.136298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -11362972.000000 Penalty: 3709.944336
	Iteration 52Q: 3 clusters Score -1.136297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -11362972.000000 Penalty: 3709.944336
	Iteration 53F: 3 clusters Score -1.136297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -457970.531250 Penalty: 1342.623779
	Iteration 0F: 2 clusters Score -457970.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -454655.531250 Penalty: 2685.247559
	Iteration 0F: 3 clusters Score -454655.5 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -455513.031250 Penalty: 2685.247559
	Iteration 1F: 3 clusters Score -455513 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -455686.312500 Penalty: 2685.247559
	Iteration 2F: 3 clusters Score -455686.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -455815.250000 Penalty: 2685.247559
	Iteration 3F: 3 clusters Score -455815.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -455901.187500 Penalty: 2685.247559
	Iteration 4Q: 3 clusters Score -455901.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -455962.750000 Penalty: 2685.247559
	Iteration 5Q: 3 clusters Score -455962.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -456014.531250 Penalty: 2685.247559
	Iteration 6Q: 3 clusters Score -456014.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -456055.937500 Penalty: 2685.247559
	Iteration 7Q: 3 clusters Score -456055.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -456085.812500 Penalty: 2685.247559
	Iteration 8Q: 3 clusters Score -456085.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -456112.968750 Penalty: 2685.247559
	Iteration 9Q: 3 clusters Score -456113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -456131.437500 Penalty: 2685.247559
	Iteration 10Q: 3 clusters Score -456131.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -456144.937500 Penalty: 2685.247559
	Iteration 11Q: 3 clusters Score -456144.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -456157.000000 Penalty: 2685.247559
	Iteration 12Q: 3 clusters Score -456157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -456170.531250 Penalty: 2685.247559
	Iteration 13Q: 3 clusters Score -456170.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -456183.312500 Penalty: 2685.247559
	Iteration 14Q: 3 clusters Score -456183.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -456197.968750 Penalty: 2685.247559
	Iteration 15Q: 3 clusters Score -456198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -456219.187500 Penalty: 2685.247559
	Iteration 16Q: 3 clusters Score -456219.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -456240.281250 Penalty: 2685.247559
	Iteration 17Q: 3 clusters Score -456240.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -456262.781250 Penalty: 2685.247559
	Iteration 18Q: 3 clusters Score -456262.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -456286.250000 Penalty: 2685.247559
	Iteration 19Q: 3 clusters Score -456286.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -456321.656250 Penalty: 2685.247559
	Iteration 20F: 3 clusters Score -456321.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -456354.937500 Penalty: 2685.247559
	Iteration 21Q: 3 clusters Score -456354.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -456398.968750 Penalty: 2685.247559
	Iteration 22Q: 3 clusters Score -456399 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -456443.312500 Penalty: 2685.247559
	Iteration 23Q: 3 clusters Score -456443.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -456490.937500 Penalty: 2685.247559
	Iteration 24Q: 3 clusters Score -456490.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -456538.218750 Penalty: 2685.247559
	Iteration 25Q: 3 clusters Score -456538.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -456593.968750 Penalty: 2685.247559
	Iteration 26Q: 3 clusters Score -456594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -456636.843750 Penalty: 2685.247559
	Iteration 27Q: 3 clusters Score -456636.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -456665.125000 Penalty: 2685.247559
	Iteration 28Q: 3 clusters Score -456665.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -456685.843750 Penalty: 2685.247559
	Iteration 29Q: 3 clusters Score -456685.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -456703.750000 Penalty: 2685.247559
	Iteration 30Q: 3 clusters Score -456703.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -456722.843750 Penalty: 2685.247559
	Iteration 31Q: 3 clusters Score -456722.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -456738.093750 Penalty: 2685.247559
	Iteration 32Q: 3 clusters Score -456738.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -456748.875000 Penalty: 2685.247559
	Iteration 33Q: 3 clusters Score -456748.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -456760.062500 Penalty: 2685.247559
	Iteration 34Q: 3 clusters Score -456760.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -456768.000000 Penalty: 2685.247559
	Iteration 35Q: 3 clusters Score -456768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -456778.000000 Penalty: 2685.247559
	Iteration 36Q: 3 clusters Score -456778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -456790.031250 Penalty: 2685.247559
	Iteration 37Q: 3 clusters Score -456790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -456803.156250 Penalty: 2685.247559
	Iteration 38Q: 3 clusters Score -456803.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -456814.781250 Penalty: 2685.247559
	Iteration 39Q: 3 clusters Score -456814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -456819.906250 Penalty: 2685.247559
	Iteration 40F: 3 clusters Score -456819.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -456826.218750 Penalty: 2685.247559
	Iteration 41Q: 3 clusters Score -456826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -456827.250000 Penalty: 2685.247559
	Iteration 42Q: 3 clusters Score -456827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -456829.156250 Penalty: 2685.247559
	Iteration 43Q: 3 clusters Score -456829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -456838.656250 Penalty: 2685.247559
	Iteration 44Q: 3 clusters Score -456838.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -456844.187500 Penalty: 2685.247559
	Iteration 45Q: 3 clusters Score -456844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -456847.781250 Penalty: 2685.247559
	Iteration 46Q: 3 clusters Score -456847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -456850.062500 Penalty: 2685.247559
	Iteration 47Q: 3 clusters Score -456850.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -456851.781250 Penalty: 2685.247559
	Iteration 48Q: 3 clusters Score -456851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -456853.312500 Penalty: 2685.247559
	Iteration 49Q: 3 clusters Score -456853.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -456853.312500 Penalty: 2685.247559
	Iteration 50F: 3 clusters Score -456853.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Entering Unmasked Estep 
Score: -9957785.000000 Penalty: 1832.808594
	Iteration 0F: 2 clusters Score -9957785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -9906202.000000 Penalty: 3665.617188
	Iteration 0F: 3 clusters Score -9906202 nChanged 37841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -9927674.000000 Penalty: 3665.617188
	Iteration 1F: 3 clusters Score -9927674 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -9928060.000000 Penalty: 3665.617188
	Iteration 2Q: 3 clusters Score -9928060 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -9928614.000000 Penalty: 3665.617188
	Iteration 3Q: 3 clusters Score -9928614 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -9929070.000000 Penalty: 3665.617188
	Iteration 4Q: 3 clusters Score -9929070 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -9929687.000000 Penalty: 3665.617188
	Iteration 5Q: 3 clusters Score -9929687 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -9930566.000000 Penalty: 3665.617188
	Iteration 6Q: 3 clusters Score -9930566 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -9931809.000000 Penalty: 3665.617188
	Iteration 7Q: 3 clusters Score -9931809 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -9933930.000000 Penalty: 3665.617188
	Iteration 8Q: 3 clusters Score -9933930 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -9936950.000000 Penalty: 3665.617188
	Iteration 9F: 3 clusters Score -9936950 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -9940866.000000 Penalty: 3665.617188
	Iteration 10F: 3 clusters Score -9940866 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -9944260.000000 Penalty: 3665.617188
	Iteration 11F: 3 clusters Score -9944260 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -9946089.000000 Penalty: 3665.617188
	Iteration 12Q: 3 clusters Score -9946089 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -9946921.000000 Penalty: 3665.617188
	Iteration 13Q: 3 clusters Score -9946921 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -9947528.000000 Penalty: 3665.617188
	Iteration 14Q: 3 clusters Score -9947528 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -9948058.000000 Penalty: 3665.617188
	Iteration 15Q: 3 clusters Score -9948058 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -9948664.000000 Penalty: 3665.617188
	Iteration 16Q: 3 clusters Score -9948664 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -9949259.000000 Penalty: 3665.617188
	Iteration 17Q: 3 clusters Score -9949259 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -9949960.000000 Penalty: 3665.617188
	Iteration 18Q: 3 clusters Score -9949960 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -9950732.000000 Penalty: 3665.617188
	Iteration 19Q: 3 clusters Score -9950732 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -9951527.000000 Penalty: 3665.617188
	Iteration 20F: 3 clusters Score -9951527 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -9952458.000000 Penalty: 3665.617188
	Iteration 21Q: 3 clusters Score -9952458 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -9953321.000000 Penalty: 3665.617188
	Iteration 22Q: 3 clusters Score -9953321 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -9954104.000000 Penalty: 3665.617188
	Iteration 23Q: 3 clusters Score -9954104 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -9954653.000000 Penalty: 3665.617188
	Iteration 24Q: 3 clusters Score -9954653 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -9955094.000000 Penalty: 3665.617188
	Iteration 25Q: 3 clusters Score -9955094 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -9955494.000000 Penalty: 3665.617188
	Iteration 26Q: 3 clusters Score -9955494 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -9955754.000000 Penalty: 3665.617188
	Iteration 27Q: 3 clusters Score -9955754 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -9955985.000000 Penalty: 3665.617188
	Iteration 28Q: 3 clusters Score -9955985 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 75133 members 
Entering Unmasked Estep 
Score: -9956138.000000 Penalty: 3665.617188
	Iteration 29Q: 3 clusters Score -9956138 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -9956293.000000 Penalty: 3665.617188
	Iteration 30Q: 3 clusters Score -9956293 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -9956363.000000 Penalty: 3665.617188
	Iteration 31Q: 3 clusters Score -9956363 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -9956454.000000 Penalty: 3665.617188
	Iteration 32Q: 3 clusters Score -9956454 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -9956561.000000 Penalty: 3665.617188
	Iteration 33Q: 3 clusters Score -9956561 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -9956601.000000 Penalty: 3665.617188
	Iteration 34Q: 3 clusters Score -9956601 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -9956629.000000 Penalty: 3665.617188
	Iteration 35Q: 3 clusters Score -9956629 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -9956638.000000 Penalty: 3665.617188
	Iteration 36Q: 3 clusters Score -9956638 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 77802 members 
Entering Unmasked Estep 
Score: -9956642.000000 Penalty: 3665.617188
	Iteration 37Q: 3 clusters Score -9956642 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -9956657.000000 Penalty: 3665.617188
	Iteration 38Q: 3 clusters Score -9956657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -9956649.000000 Penalty: 3665.617188
	Iteration 39Q: 3 clusters Score -9956649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -9956646.000000 Penalty: 3665.617188
	Iteration 40F: 3 clusters Score -9956646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -9956635.000000 Penalty: 3665.617188
	Iteration 41Q: 3 clusters Score -9956635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -9956631.000000 Penalty: 3665.617188
	Iteration 42Q: 3 clusters Score -9956631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -9956635.000000 Penalty: 3665.617188
	Iteration 43Q: 3 clusters Score -9956635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -9956618.000000 Penalty: 3665.617188
	Iteration 44Q: 3 clusters Score -9956618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -9956617.000000 Penalty: 3665.617188
	Iteration 45Q: 3 clusters Score -9956617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -9956618.000000 Penalty: 3665.617188
	Iteration 46Q: 3 clusters Score -9956618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -9956613.000000 Penalty: 3665.617188
	Iteration 47Q: 3 clusters Score -9956613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -9956613.000000 Penalty: 3665.617188
	Iteration 48Q: 3 clusters Score -9956613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -9956609.000000 Penalty: 3665.617188
	Iteration 49Q: 3 clusters Score -9956609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -9956618.000000 Penalty: 3665.617188
	Iteration 50Q: 3 clusters Score -9956618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -9956615.000000 Penalty: 3665.617188
	Iteration 51Q: 3 clusters Score -9956615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -9956615.000000 Penalty: 3665.617188
	Iteration 52Q: 3 clusters Score -9956615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -9956596.000000 Penalty: 3665.617188
	Iteration 53Q: 3 clusters Score -9956596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -9956597.000000 Penalty: 3665.617188
	Iteration 54Q: 3 clusters Score -9956597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -9956591.000000 Penalty: 3665.617188
	Iteration 55Q: 3 clusters Score -9956591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -9956598.000000 Penalty: 3665.617188
	Iteration 56Q: 3 clusters Score -9956598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -9956600.000000 Penalty: 3665.617188
	Iteration 57Q: 3 clusters Score -9956600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -9956592.000000 Penalty: 3665.617188
	Iteration 58Q: 3 clusters Score -9956592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -9956594.000000 Penalty: 3665.617188
	Iteration 59Q: 3 clusters Score -9956594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -9956604.000000 Penalty: 3665.617188
	Iteration 60F: 3 clusters Score -9956604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -9956599.000000 Penalty: 3665.617188
	Iteration 61Q: 3 clusters Score -9956599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -9956599.000000 Penalty: 3665.617188
	Iteration 62Q: 3 clusters Score -9956599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -9956600.000000 Penalty: 3665.617188
	Iteration 63Q: 3 clusters Score -9956600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -9956596.000000 Penalty: 3665.617188
	Iteration 64Q: 3 clusters Score -9956596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -9956593.000000 Penalty: 3665.617188
	Iteration 65Q: 3 clusters Score -9956593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -9956598.000000 Penalty: 3665.617188
	Iteration 66Q: 3 clusters Score -9956598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -9956602.000000 Penalty: 3665.617188
	Iteration 67Q: 3 clusters Score -9956602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -9956588.000000 Penalty: 3665.617188
	Iteration 68Q: 3 clusters Score -9956588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -9956586.000000 Penalty: 3665.617188
	Iteration 69Q: 3 clusters Score -9956586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -9956586.000000 Penalty: 3665.617188
	Iteration 70F: 3 clusters Score -9956586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Entering Unmasked Estep 
Score: -649283.750000 Penalty: 1396.007568
	Iteration 0F: 2 clusters Score -649283.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -644991.562500 Penalty: 2792.015137
	Iteration 0F: 3 clusters Score -644991.6 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -646262.312500 Penalty: 2792.015137
	Iteration 1F: 3 clusters Score -646262.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -646493.312500 Penalty: 2792.015137
	Iteration 2F: 3 clusters Score -646493.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -646651.062500 Penalty: 2792.015137
	Iteration 3F: 3 clusters Score -646651.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -646783.687500 Penalty: 2792.015137
	Iteration 4Q: 3 clusters Score -646783.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -646900.187500 Penalty: 2792.015137
	Iteration 5Q: 3 clusters Score -646900.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -646979.062500 Penalty: 2792.015137
	Iteration 6Q: 3 clusters Score -646979.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -647047.000000 Penalty: 2792.015137
	Iteration 7Q: 3 clusters Score -647047 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -647116.125000 Penalty: 2792.015137
	Iteration 8Q: 3 clusters Score -647116.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -647190.187500 Penalty: 2792.015137
	Iteration 9Q: 3 clusters Score -647190.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -647272.187500 Penalty: 2792.015137
	Iteration 10Q: 3 clusters Score -647272.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -647351.750000 Penalty: 2792.015137
	Iteration 11Q: 3 clusters Score -647351.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -647438.750000 Penalty: 2792.015137
	Iteration 12Q: 3 clusters Score -647438.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -647527.187500 Penalty: 2792.015137
	Iteration 13Q: 3 clusters Score -647527.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -647621.687500 Penalty: 2792.015137
	Iteration 14Q: 3 clusters Score -647621.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -647715.000000 Penalty: 2792.015137
	Iteration 15Q: 3 clusters Score -647715 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -647781.625000 Penalty: 2792.015137
	Iteration 16Q: 3 clusters Score -647781.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -647835.937500 Penalty: 2792.015137
	Iteration 17Q: 3 clusters Score -647835.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -647886.062500 Penalty: 2792.015137
	Iteration 18Q: 3 clusters Score -647886.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -647930.812500 Penalty: 2792.015137
	Iteration 19Q: 3 clusters Score -647930.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -647969.187500 Penalty: 2792.015137
	Iteration 20F: 3 clusters Score -647969.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -647997.812500 Penalty: 2792.015137
	Iteration 21Q: 3 clusters Score -647997.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -648028.687500 Penalty: 2792.015137
	Iteration 22Q: 3 clusters Score -648028.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -648050.000000 Penalty: 2792.015137
	Iteration 23Q: 3 clusters Score -648050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -648070.000000 Penalty: 2792.015137
	Iteration 24Q: 3 clusters Score -648070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -648088.562500 Penalty: 2792.015137
	Iteration 25Q: 3 clusters Score -648088.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -648104.500000 Penalty: 2792.015137
	Iteration 26Q: 3 clusters Score -648104.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -648120.750000 Penalty: 2792.015137
	Iteration 27Q: 3 clusters Score -648120.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -648133.812500 Penalty: 2792.015137
	Iteration 28Q: 3 clusters Score -648133.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -648147.687500 Penalty: 2792.015137
	Iteration 29Q: 3 clusters Score -648147.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -648163.937500 Penalty: 2792.015137
	Iteration 30Q: 3 clusters Score -648163.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -648172.062500 Penalty: 2792.015137
	Iteration 31Q: 3 clusters Score -648172.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -648180.187500 Penalty: 2792.015137
	Iteration 32Q: 3 clusters Score -648180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -648183.875000 Penalty: 2792.015137
	Iteration 33Q: 3 clusters Score -648183.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -648188.062500 Penalty: 2792.015137
	Iteration 34Q: 3 clusters Score -648188.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -648191.437500 Penalty: 2792.015137
	Iteration 35Q: 3 clusters Score -648191.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -648192.000000 Penalty: 2792.015137
	Iteration 36Q: 3 clusters Score -648192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -648191.875000 Penalty: 2792.015137
	Iteration 37Q: 3 clusters Score -648191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -648191.875000 Penalty: 2792.015137
	Iteration 38F: 3 clusters Score -648191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -220410.078125 Penalty: 1234.168701
	Iteration 0F: 2 clusters Score -220410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218343.328125 Penalty: 2468.337402
	Iteration 0F: 3 clusters Score -218343.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -218893.125000 Penalty: 2468.337402
	Iteration 1F: 3 clusters Score -218893.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -219152.718750 Penalty: 2468.337402
	Iteration 2F: 3 clusters Score -219152.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -219303.921875 Penalty: 2468.337402
	Iteration 3F: 3 clusters Score -219303.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -219410.984375 Penalty: 2468.337402
	Iteration 4F: 3 clusters Score -219411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -219488.750000 Penalty: 2468.337402
	Iteration 5Q: 3 clusters Score -219488.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -219541.734375 Penalty: 2468.337402
	Iteration 6Q: 3 clusters Score -219541.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -219595.515625 Penalty: 2468.337402
	Iteration 7Q: 3 clusters Score -219595.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -219632.109375 Penalty: 2468.337402
	Iteration 8Q: 3 clusters Score -219632.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -219665.296875 Penalty: 2468.337402
	Iteration 9Q: 3 clusters Score -219665.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -219689.937500 Penalty: 2468.337402
	Iteration 10Q: 3 clusters Score -219689.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -219706.562500 Penalty: 2468.337402
	Iteration 11Q: 3 clusters Score -219706.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -219714.343750 Penalty: 2468.337402
	Iteration 12Q: 3 clusters Score -219714.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -219718.437500 Penalty: 2468.337402
	Iteration 13Q: 3 clusters Score -219718.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -219720.750000 Penalty: 2468.337402
	Iteration 14Q: 3 clusters Score -219720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -219722.578125 Penalty: 2468.337402
	Iteration 15Q: 3 clusters Score -219722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -219724.968750 Penalty: 2468.337402
	Iteration 16Q: 3 clusters Score -219725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -219729.609375 Penalty: 2468.337402
	Iteration 17Q: 3 clusters Score -219729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -219732.828125 Penalty: 2468.337402
	Iteration 18Q: 3 clusters Score -219732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -219734.687500 Penalty: 2468.337402
	Iteration 19Q: 3 clusters Score -219734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -219737.687500 Penalty: 2468.337402
	Iteration 20F: 3 clusters Score -219737.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -219739.718750 Penalty: 2468.337402
	Iteration 21Q: 3 clusters Score -219739.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -219741.796875 Penalty: 2468.337402
	Iteration 22Q: 3 clusters Score -219741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -219743.484375 Penalty: 2468.337402
	Iteration 23Q: 3 clusters Score -219743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -219744.296875 Penalty: 2468.337402
	Iteration 24Q: 3 clusters Score -219744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -219744.906250 Penalty: 2468.337402
	Iteration 25Q: 3 clusters Score -219744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -219744.906250 Penalty: 2468.337402
	Iteration 26F: 3 clusters Score -219744.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -21257.271484 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -21257.27 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 176 members 
Entering Unmasked Estep 
Score: -20551.929688 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -20551.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20777.191406 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -20777.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20868.333984 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -20868.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20958.386719 Penalty: 1864.385986
	Iteration 3F: 3 clusters Score -20958.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21116.195312 Penalty: 1864.385986
	Iteration 4F: 3 clusters Score -21116.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21260.173828 Penalty: 1864.385986
	Iteration 5F: 3 clusters Score -21260.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21439.011719 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -21439.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21546.246094 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -21546.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21577.814453 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -21577.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21586.736328 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -21586.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21599.185547 Penalty: 1864.385986
	Iteration 10Q: 3 clusters Score -21599.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21611.277344 Penalty: 1864.385986
	Iteration 11Q: 3 clusters Score -21611.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21620.654297 Penalty: 1864.385986
	Iteration 12Q: 3 clusters Score -21620.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21620.654297 Penalty: 1864.385986
	Iteration 13F: 3 clusters Score -21620.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 95162 members 
Mstep: Class 4 contains 80445 members 
Mstep: Class 5 contains 88167 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28318 members 
Mstep: Class 11 contains 97305 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 8935 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 90691 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 79128 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 204 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 84357 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6209 members 
Mstep: Class 28 contains 9214 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 106 members 
Entering Unmasked Estep 
Score: -102246624.000000 Penalty: 70941.500000
Splitting cluster 21 changes total score from -102247552.000000 to -102246624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -304683.406250 Penalty: 1280.937500
	Iteration 0F: 2 clusters Score -304683.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -302202.843750 Penalty: 2561.875000
	Iteration 0F: 3 clusters Score -302202.8 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -302938.312500 Penalty: 2561.875000
	Iteration 1F: 3 clusters Score -302938.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -303211.312500 Penalty: 2561.875000
	Iteration 2F: 3 clusters Score -303211.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -303416.343750 Penalty: 2561.875000
	Iteration 3F: 3 clusters Score -303416.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -303589.593750 Penalty: 2561.875000
	Iteration 4F: 3 clusters Score -303589.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -303736.500000 Penalty: 2561.875000
	Iteration 5Q: 3 clusters Score -303736.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -303893.718750 Penalty: 2561.875000
	Iteration 6Q: 3 clusters Score -303893.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -303991.281250 Penalty: 2561.875000
	Iteration 7Q: 3 clusters Score -303991.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -304049.906250 Penalty: 2561.875000
	Iteration 8Q: 3 clusters Score -304049.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -304076.468750 Penalty: 2561.875000
	Iteration 9Q: 3 clusters Score -304076.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -304093.875000 Penalty: 2561.875000
	Iteration 10Q: 3 clusters Score -304093.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -304106.625000 Penalty: 2561.875000
	Iteration 11Q: 3 clusters Score -304106.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -304119.437500 Penalty: 2561.875000
	Iteration 12Q: 3 clusters Score -304119.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -304133.968750 Penalty: 2561.875000
	Iteration 13Q: 3 clusters Score -304134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -304145.875000 Penalty: 2561.875000
	Iteration 14Q: 3 clusters Score -304145.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -304156.781250 Penalty: 2561.875000
	Iteration 15Q: 3 clusters Score -304156.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -304163.000000 Penalty: 2561.875000
	Iteration 16Q: 3 clusters Score -304163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -304168.250000 Penalty: 2561.875000
	Iteration 17Q: 3 clusters Score -304168.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -304179.937500 Penalty: 2561.875000
	Iteration 18Q: 3 clusters Score -304179.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -304198.031250 Penalty: 2561.875000
	Iteration 19Q: 3 clusters Score -304198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -304226.875000 Penalty: 2561.875000
	Iteration 20F: 3 clusters Score -304226.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -304273.750000 Penalty: 2561.875000
	Iteration 21Q: 3 clusters Score -304273.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -304312.875000 Penalty: 2561.875000
	Iteration 22Q: 3 clusters Score -304312.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -304336.437500 Penalty: 2561.875000
	Iteration 23Q: 3 clusters Score -304336.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -304349.000000 Penalty: 2561.875000
	Iteration 24Q: 3 clusters Score -304349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -304357.468750 Penalty: 2561.875000
	Iteration 25Q: 3 clusters Score -304357.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -304359.437500 Penalty: 2561.875000
	Iteration 26Q: 3 clusters Score -304359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -304359.468750 Penalty: 2561.875000
	Iteration 27Q: 3 clusters Score -304359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -304360.500000 Penalty: 2561.875000
	Iteration 28Q: 3 clusters Score -304360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -304360.531250 Penalty: 2561.875000
	Iteration 29Q: 3 clusters Score -304360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -304360.531250 Penalty: 2561.875000
	Iteration 30F: 3 clusters Score -304360.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (84357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Entering Unmasked Estep 
Score: -10401305.000000 Penalty: 1843.207153
	Iteration 0F: 2 clusters Score -1.04013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -10345257.000000 Penalty: 3686.414307
	Iteration 0F: 3 clusters Score -1.034526e+07 nChanged 40217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -10368075.000000 Penalty: 3686.414307
	Iteration 1F: 3 clusters Score -1.036808e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -10368795.000000 Penalty: 3686.414307
	Iteration 2Q: 3 clusters Score -1.03688e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -10369672.000000 Penalty: 3686.414307
	Iteration 3Q: 3 clusters Score -1.036967e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -10370928.000000 Penalty: 3686.414307
	Iteration 4Q: 3 clusters Score -1.037093e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -10372783.000000 Penalty: 3686.414307
	Iteration 5Q: 3 clusters Score -1.037278e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -10375181.000000 Penalty: 3686.414307
	Iteration 6F: 3 clusters Score -1.037518e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -10378275.000000 Penalty: 3686.414307
	Iteration 7F: 3 clusters Score -1.037828e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -10381698.000000 Penalty: 3686.414307
	Iteration 8F: 3 clusters Score -1.03817e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -10385324.000000 Penalty: 3686.414307
	Iteration 9F: 3 clusters Score -1.038532e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -10388345.000000 Penalty: 3686.414307
	Iteration 10Q: 3 clusters Score -1.038834e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -10390405.000000 Penalty: 3686.414307
	Iteration 11Q: 3 clusters Score -1.03904e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -10391573.000000 Penalty: 3686.414307
	Iteration 12Q: 3 clusters Score -1.039157e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -10392267.000000 Penalty: 3686.414307
	Iteration 13Q: 3 clusters Score -1.039227e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -10392792.000000 Penalty: 3686.414307
	Iteration 14Q: 3 clusters Score -1.039279e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -10393296.000000 Penalty: 3686.414307
	Iteration 15Q: 3 clusters Score -1.03933e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -10393783.000000 Penalty: 3686.414307
	Iteration 16Q: 3 clusters Score -1.039378e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -10394334.000000 Penalty: 3686.414307
	Iteration 17Q: 3 clusters Score -1.039433e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -10394774.000000 Penalty: 3686.414307
	Iteration 18Q: 3 clusters Score -1.039477e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -10395238.000000 Penalty: 3686.414307
	Iteration 19Q: 3 clusters Score -1.039524e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -10395699.000000 Penalty: 3686.414307
	Iteration 20F: 3 clusters Score -1.03957e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -10396112.000000 Penalty: 3686.414307
	Iteration 21Q: 3 clusters Score -1.039611e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 74013 members 
Entering Unmasked Estep 
Score: -10396475.000000 Penalty: 3686.414307
	Iteration 22Q: 3 clusters Score -1.039648e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -10396767.000000 Penalty: 3686.414307
	Iteration 23Q: 3 clusters Score -1.039677e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -10397082.000000 Penalty: 3686.414307
	Iteration 24Q: 3 clusters Score -1.039708e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -10397293.000000 Penalty: 3686.414307
	Iteration 25Q: 3 clusters Score -1.039729e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -10397520.000000 Penalty: 3686.414307
	Iteration 26Q: 3 clusters Score -1.039752e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -10397745.000000 Penalty: 3686.414307
	Iteration 27Q: 3 clusters Score -1.039774e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -10397944.000000 Penalty: 3686.414307
	Iteration 28Q: 3 clusters Score -1.039794e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -10398144.000000 Penalty: 3686.414307
	Iteration 29Q: 3 clusters Score -1.039814e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -10398312.000000 Penalty: 3686.414307
	Iteration 30Q: 3 clusters Score -1.039831e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -10398472.000000 Penalty: 3686.414307
	Iteration 31Q: 3 clusters Score -1.039847e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -10398635.000000 Penalty: 3686.414307
	Iteration 32Q: 3 clusters Score -1.039864e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -10398797.000000 Penalty: 3686.414307
	Iteration 33Q: 3 clusters Score -1.03988e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -10398903.000000 Penalty: 3686.414307
	Iteration 34Q: 3 clusters Score -1.03989e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 81213 members 
Entering Unmasked Estep 
Score: -10399037.000000 Penalty: 3686.414307
	Iteration 35Q: 3 clusters Score -1.039904e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -10399128.000000 Penalty: 3686.414307
	Iteration 36Q: 3 clusters Score -1.039913e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -10399218.000000 Penalty: 3686.414307
	Iteration 37Q: 3 clusters Score -1.039922e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 81995 members 
Entering Unmasked Estep 
Score: -10399303.000000 Penalty: 3686.414307
	Iteration 38Q: 3 clusters Score -1.03993e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -10399347.000000 Penalty: 3686.414307
	Iteration 39Q: 3 clusters Score -1.039935e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -10399397.000000 Penalty: 3686.414307
	Iteration 40F: 3 clusters Score -1.03994e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -10399450.000000 Penalty: 3686.414307
	Iteration 41Q: 3 clusters Score -1.039945e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 82545 members 
Entering Unmasked Estep 
Score: -10399492.000000 Penalty: 3686.414307
	Iteration 42Q: 3 clusters Score -1.039949e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -10399497.000000 Penalty: 3686.414307
	Iteration 43Q: 3 clusters Score -1.03995e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -10399532.000000 Penalty: 3686.414307
	Iteration 44Q: 3 clusters Score -1.039953e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -10399540.000000 Penalty: 3686.414307
	Iteration 45Q: 3 clusters Score -1.039954e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -10399570.000000 Penalty: 3686.414307
	Iteration 46Q: 3 clusters Score -1.039957e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -10399597.000000 Penalty: 3686.414307
	Iteration 47Q: 3 clusters Score -1.03996e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -10399637.000000 Penalty: 3686.414307
	Iteration 48Q: 3 clusters Score -1.039964e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 83028 members 
Entering Unmasked Estep 
Score: -10399675.000000 Penalty: 3686.414307
	Iteration 49Q: 3 clusters Score -1.039968e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -10399686.000000 Penalty: 3686.414307
	Iteration 50Q: 3 clusters Score -1.039969e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -10399694.000000 Penalty: 3686.414307
	Iteration 51Q: 3 clusters Score -1.039969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -10399709.000000 Penalty: 3686.414307
	Iteration 52Q: 3 clusters Score -1.039971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -10399714.000000 Penalty: 3686.414307
	Iteration 53Q: 3 clusters Score -1.039971e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 83174 members 
Entering Unmasked Estep 
Score: -10399736.000000 Penalty: 3686.414307
	Iteration 54Q: 3 clusters Score -1.039974e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -10399743.000000 Penalty: 3686.414307
	Iteration 55Q: 3 clusters Score -1.039974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -10399734.000000 Penalty: 3686.414307
	Iteration 56Q: 3 clusters Score -1.039973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -10399744.000000 Penalty: 3686.414307
	Iteration 57Q: 3 clusters Score -1.039974e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -10399738.000000 Penalty: 3686.414307
	Iteration 58Q: 3 clusters Score -1.039974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -10399747.000000 Penalty: 3686.414307
	Iteration 59Q: 3 clusters Score -1.039975e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -10399759.000000 Penalty: 3686.414307
	Iteration 60F: 3 clusters Score -1.039976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -10399763.000000 Penalty: 3686.414307
	Iteration 61Q: 3 clusters Score -1.039976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -10399773.000000 Penalty: 3686.414307
	Iteration 62Q: 3 clusters Score -1.039977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -10399783.000000 Penalty: 3686.414307
	Iteration 63Q: 3 clusters Score -1.039978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -10399770.000000 Penalty: 3686.414307
	Iteration 64Q: 3 clusters Score -1.039977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -10399785.000000 Penalty: 3686.414307
	Iteration 65Q: 3 clusters Score -1.039978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -10399783.000000 Penalty: 3686.414307
	Iteration 66Q: 3 clusters Score -1.039978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -10399777.000000 Penalty: 3686.414307
	Iteration 67Q: 3 clusters Score -1.039978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 83376 members 
Entering Unmasked Estep 
Score: -10399783.000000 Penalty: 3686.414307
	Iteration 68Q: 3 clusters Score -1.039978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -10399785.000000 Penalty: 3686.414307
	Iteration 69Q: 3 clusters Score -1.039978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -10399777.000000 Penalty: 3686.414307
	Iteration 70Q: 3 clusters Score -1.039978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -10399781.000000 Penalty: 3686.414307
	Iteration 71Q: 3 clusters Score -1.039978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -10399783.000000 Penalty: 3686.414307
	Iteration 72Q: 3 clusters Score -1.039978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -10399779.000000 Penalty: 3686.414307
	Iteration 73Q: 3 clusters Score -1.039978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -10399782.000000 Penalty: 3686.414307
	Iteration 74Q: 3 clusters Score -1.039978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -10399782.000000 Penalty: 3686.414307
	Iteration 75F: 3 clusters Score -1.039978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Entering Unmasked Estep 
Score: -3068908.500000 Penalty: 1648.527588
	Iteration 0F: 2 clusters Score -3068908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3051681.000000 Penalty: 3297.055176
	Iteration 0F: 3 clusters Score -3051681 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3058098.250000 Penalty: 3297.055176
	Iteration 1F: 3 clusters Score -3058098 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3058534.250000 Penalty: 3297.055176
	Iteration 2Q: 3 clusters Score -3058534 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3059078.000000 Penalty: 3297.055176
	Iteration 3Q: 3 clusters Score -3059078 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3059848.750000 Penalty: 3297.055176
	Iteration 4F: 3 clusters Score -3059849 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3061059.000000 Penalty: 3297.055176
	Iteration 5F: 3 clusters Score -3061059 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3062698.750000 Penalty: 3297.055176
	Iteration 6F: 3 clusters Score -3062699 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3064350.500000 Penalty: 3297.055176
	Iteration 7F: 3 clusters Score -3064350 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3065644.000000 Penalty: 3297.055176
	Iteration 8F: 3 clusters Score -3065644 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3066631.750000 Penalty: 3297.055176
	Iteration 9Q: 3 clusters Score -3066632 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3067697.000000 Penalty: 3297.055176
	Iteration 10Q: 3 clusters Score -3067697 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3068089.500000 Penalty: 3297.055176
	Iteration 11Q: 3 clusters Score -3068090 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3068167.000000 Penalty: 3297.055176
	Iteration 12Q: 3 clusters Score -3068167 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3068199.000000 Penalty: 3297.055176
	Iteration 13Q: 3 clusters Score -3068199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3068211.000000 Penalty: 3297.055176
	Iteration 14Q: 3 clusters Score -3068211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3068211.750000 Penalty: 3297.055176
	Iteration 15Q: 3 clusters Score -3068212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3068218.500000 Penalty: 3297.055176
	Iteration 16Q: 3 clusters Score -3068218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3068223.500000 Penalty: 3297.055176
	Iteration 17Q: 3 clusters Score -3068224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3068229.000000 Penalty: 3297.055176
	Iteration 18Q: 3 clusters Score -3068229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3068224.500000 Penalty: 3297.055176
	Iteration 19Q: 3 clusters Score -3068224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3068226.750000 Penalty: 3297.055176
	Iteration 20F: 3 clusters Score -3068227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3068228.250000 Penalty: 3297.055176
	Iteration 21Q: 3 clusters Score -3068228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -3068235.000000 Penalty: 3297.055176
	Iteration 22Q: 3 clusters Score -3068235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3068229.000000 Penalty: 3297.055176
	Iteration 23Q: 3 clusters Score -3068229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3068232.000000 Penalty: 3297.055176
	Iteration 24Q: 3 clusters Score -3068232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3068230.750000 Penalty: 3297.055176
	Iteration 25Q: 3 clusters Score -3068231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3068232.500000 Penalty: 3297.055176
	Iteration 26Q: 3 clusters Score -3068232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3068233.750000 Penalty: 3297.055176
	Iteration 27Q: 3 clusters Score -3068234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3068229.750000 Penalty: 3297.055176
	Iteration 28Q: 3 clusters Score -3068230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3068232.750000 Penalty: 3297.055176
	Iteration 29Q: 3 clusters Score -3068233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3068232.750000 Penalty: 3297.055176
	Iteration 30F: 3 clusters Score -3068233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Entering Unmasked Estep 
Score: -590672.375000 Penalty: 1380.893555
	Iteration 0F: 2 clusters Score -590672.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -586781.125000 Penalty: 2761.787109
	Iteration 0F: 3 clusters Score -586781.1 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -587811.375000 Penalty: 2761.787109
	Iteration 1F: 3 clusters Score -587811.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -588000.937500 Penalty: 2761.787109
	Iteration 2F: 3 clusters Score -588000.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -588151.625000 Penalty: 2761.787109
	Iteration 3F: 3 clusters Score -588151.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -588258.250000 Penalty: 2761.787109
	Iteration 4Q: 3 clusters Score -588258.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -588352.500000 Penalty: 2761.787109
	Iteration 5Q: 3 clusters Score -588352.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -588418.625000 Penalty: 2761.787109
	Iteration 6Q: 3 clusters Score -588418.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -588477.250000 Penalty: 2761.787109
	Iteration 7Q: 3 clusters Score -588477.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -588540.125000 Penalty: 2761.787109
	Iteration 8Q: 3 clusters Score -588540.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -588593.250000 Penalty: 2761.787109
	Iteration 9Q: 3 clusters Score -588593.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -588641.000000 Penalty: 2761.787109
	Iteration 10Q: 3 clusters Score -588641 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -588701.875000 Penalty: 2761.787109
	Iteration 11Q: 3 clusters Score -588701.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -588799.687500 Penalty: 2761.787109
	Iteration 12Q: 3 clusters Score -588799.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -588928.937500 Penalty: 2761.787109
	Iteration 13Q: 3 clusters Score -588928.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -589053.875000 Penalty: 2761.787109
	Iteration 14Q: 3 clusters Score -589053.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -589170.812500 Penalty: 2761.787109
	Iteration 15Q: 3 clusters Score -589170.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -589247.000000 Penalty: 2761.787109
	Iteration 16Q: 3 clusters Score -589247 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -589295.125000 Penalty: 2761.787109
	Iteration 17Q: 3 clusters Score -589295.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -589320.312500 Penalty: 2761.787109
	Iteration 18Q: 3 clusters Score -589320.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -589345.562500 Penalty: 2761.787109
	Iteration 19Q: 3 clusters Score -589345.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -589364.375000 Penalty: 2761.787109
	Iteration 20F: 3 clusters Score -589364.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -589377.000000 Penalty: 2761.787109
	Iteration 21Q: 3 clusters Score -589377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -589388.562500 Penalty: 2761.787109
	Iteration 22Q: 3 clusters Score -589388.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -589396.187500 Penalty: 2761.787109
	Iteration 23Q: 3 clusters Score -589396.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -589400.125000 Penalty: 2761.787109
	Iteration 24Q: 3 clusters Score -589400.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -589403.000000 Penalty: 2761.787109
	Iteration 25Q: 3 clusters Score -589403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -589405.625000 Penalty: 2761.787109
	Iteration 26Q: 3 clusters Score -589405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -589406.562500 Penalty: 2761.787109
	Iteration 27Q: 3 clusters Score -589406.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -589409.312500 Penalty: 2761.787109
	Iteration 28Q: 3 clusters Score -589409.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -589410.750000 Penalty: 2761.787109
	Iteration 29Q: 3 clusters Score -589410.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -589413.375000 Penalty: 2761.787109
	Iteration 30Q: 3 clusters Score -589413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -589413.937500 Penalty: 2761.787109
	Iteration 31Q: 3 clusters Score -589413.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -589416.125000 Penalty: 2761.787109
	Iteration 32Q: 3 clusters Score -589416.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -589417.375000 Penalty: 2761.787109
	Iteration 33Q: 3 clusters Score -589417.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -589418.250000 Penalty: 2761.787109
	Iteration 34Q: 3 clusters Score -589418.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -589419.375000 Penalty: 2761.787109
	Iteration 35Q: 3 clusters Score -589419.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -589421.062500 Penalty: 2761.787109
	Iteration 36Q: 3 clusters Score -589421.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -589422.312500 Penalty: 2761.787109
	Iteration 37Q: 3 clusters Score -589422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -589422.875000 Penalty: 2761.787109
	Iteration 38Q: 3 clusters Score -589422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -589422.437500 Penalty: 2761.787109
	Iteration 39Q: 3 clusters Score -589422.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -589422.437500 Penalty: 2761.787109
	Iteration 40F: 3 clusters Score -589422.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Entering Unmasked Estep 
Score: -310647.656250 Penalty: 1279.459595
	Iteration 0F: 2 clusters Score -310647.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -308137.718750 Penalty: 2558.919189
	Iteration 0F: 3 clusters Score -308137.7 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -308756.500000 Penalty: 2558.919189
	Iteration 1F: 3 clusters Score -308756.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -308903.687500 Penalty: 2558.919189
	Iteration 2F: 3 clusters Score -308903.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -309002.781250 Penalty: 2558.919189
	Iteration 3F: 3 clusters Score -309002.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -309098.031250 Penalty: 2558.919189
	Iteration 4Q: 3 clusters Score -309098 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -309192.468750 Penalty: 2558.919189
	Iteration 5Q: 3 clusters Score -309192.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -309286.062500 Penalty: 2558.919189
	Iteration 6Q: 3 clusters Score -309286.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -309384.625000 Penalty: 2558.919189
	Iteration 7Q: 3 clusters Score -309384.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -309483.687500 Penalty: 2558.919189
	Iteration 8Q: 3 clusters Score -309483.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -309557.281250 Penalty: 2558.919189
	Iteration 9Q: 3 clusters Score -309557.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -309624.656250 Penalty: 2558.919189
	Iteration 10Q: 3 clusters Score -309624.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -309689.687500 Penalty: 2558.919189
	Iteration 11Q: 3 clusters Score -309689.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -309728.156250 Penalty: 2558.919189
	Iteration 12Q: 3 clusters Score -309728.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -309762.468750 Penalty: 2558.919189
	Iteration 13Q: 3 clusters Score -309762.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -309790.937500 Penalty: 2558.919189
	Iteration 14Q: 3 clusters Score -309790.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -309818.781250 Penalty: 2558.919189
	Iteration 15Q: 3 clusters Score -309818.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -309848.125000 Penalty: 2558.919189
	Iteration 16Q: 3 clusters Score -309848.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -309867.937500 Penalty: 2558.919189
	Iteration 17Q: 3 clusters Score -309867.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -309888.843750 Penalty: 2558.919189
	Iteration 18Q: 3 clusters Score -309888.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -309907.843750 Penalty: 2558.919189
	Iteration 19Q: 3 clusters Score -309907.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -309920.406250 Penalty: 2558.919189
	Iteration 20F: 3 clusters Score -309920.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -309925.687500 Penalty: 2558.919189
	Iteration 21Q: 3 clusters Score -309925.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -309929.250000 Penalty: 2558.919189
	Iteration 22Q: 3 clusters Score -309929.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -309931.593750 Penalty: 2558.919189
	Iteration 23Q: 3 clusters Score -309931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -309932.656250 Penalty: 2558.919189
	Iteration 24Q: 3 clusters Score -309932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -309933.750000 Penalty: 2558.919189
	Iteration 25Q: 3 clusters Score -309933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -309934.062500 Penalty: 2558.919189
	Iteration 26Q: 3 clusters Score -309934.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -309934.062500 Penalty: 2558.919189
	Iteration 27F: 3 clusters Score -309934.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Entering Unmasked Estep 
Score: -750685.875000 Penalty: 1419.235229
	Iteration 0F: 2 clusters Score -750685.9 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 3029 members 
Entering Unmasked Estep 
Score: -746022.937500 Penalty: 2838.470459
	Iteration 0F: 3 clusters Score -746022.9 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -747306.750000 Penalty: 2838.470459
	Iteration 1F: 3 clusters Score -747306.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -747551.250000 Penalty: 2838.470459
	Iteration 2F: 3 clusters Score -747551.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -747750.062500 Penalty: 2838.470459
	Iteration 3F: 3 clusters Score -747750.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -747928.750000 Penalty: 2838.470459
	Iteration 4F: 3 clusters Score -747928.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -748074.875000 Penalty: 2838.470459
	Iteration 5Q: 3 clusters Score -748074.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -748188.500000 Penalty: 2838.470459
	Iteration 6Q: 3 clusters Score -748188.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -748303.187500 Penalty: 2838.470459
	Iteration 7Q: 3 clusters Score -748303.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -748421.375000 Penalty: 2838.470459
	Iteration 8Q: 3 clusters Score -748421.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -748542.187500 Penalty: 2838.470459
	Iteration 9Q: 3 clusters Score -748542.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -748659.750000 Penalty: 2838.470459
	Iteration 10Q: 3 clusters Score -748659.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -748782.750000 Penalty: 2838.470459
	Iteration 11Q: 3 clusters Score -748782.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -748924.250000 Penalty: 2838.470459
	Iteration 12Q: 3 clusters Score -748924.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -749039.437500 Penalty: 2838.470459
	Iteration 13Q: 3 clusters Score -749039.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -749125.000000 Penalty: 2838.470459
	Iteration 14Q: 3 clusters Score -749125 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -749197.125000 Penalty: 2838.470459
	Iteration 15Q: 3 clusters Score -749197.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -749249.812500 Penalty: 2838.470459
	Iteration 16Q: 3 clusters Score -749249.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -749297.500000 Penalty: 2838.470459
	Iteration 17Q: 3 clusters Score -749297.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -749343.062500 Penalty: 2838.470459
	Iteration 18Q: 3 clusters Score -749343.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -749377.875000 Penalty: 2838.470459
	Iteration 19Q: 3 clusters Score -749377.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -749402.875000 Penalty: 2838.470459
	Iteration 20F: 3 clusters Score -749402.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -749427.187500 Penalty: 2838.470459
	Iteration 21Q: 3 clusters Score -749427.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -749450.687500 Penalty: 2838.470459
	Iteration 22Q: 3 clusters Score -749450.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -749477.000000 Penalty: 2838.470459
	Iteration 23Q: 3 clusters Score -749477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -749494.062500 Penalty: 2838.470459
	Iteration 24Q: 3 clusters Score -749494.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -749506.625000 Penalty: 2838.470459
	Iteration 25Q: 3 clusters Score -749506.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -749514.187500 Penalty: 2838.470459
	Iteration 26Q: 3 clusters Score -749514.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -749522.500000 Penalty: 2838.470459
	Iteration 27Q: 3 clusters Score -749522.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -749530.000000 Penalty: 2838.470459
	Iteration 28Q: 3 clusters Score -749530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -749533.312500 Penalty: 2838.470459
	Iteration 29Q: 3 clusters Score -749533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -749534.250000 Penalty: 2838.470459
	Iteration 30Q: 3 clusters Score -749534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -749534.875000 Penalty: 2838.470459
	Iteration 31Q: 3 clusters Score -749534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -749536.687500 Penalty: 2838.470459
	Iteration 32Q: 3 clusters Score -749536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -749536.187500 Penalty: 2838.470459
	Iteration 33Q: 3 clusters Score -749536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -749536.562500 Penalty: 2838.470459
	Iteration 34Q: 3 clusters Score -749536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -749537.125000 Penalty: 2838.470459
	Iteration 35Q: 3 clusters Score -749537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -749538.875000 Penalty: 2838.470459
	Iteration 36Q: 3 clusters Score -749538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -749539.750000 Penalty: 2838.470459
	Iteration 37Q: 3 clusters Score -749539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -749540.812500 Penalty: 2838.470459
	Iteration 38Q: 3 clusters Score -749540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -749541.812500 Penalty: 2838.470459
	Iteration 39Q: 3 clusters Score -749541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -749541.812500 Penalty: 2838.470459
	Iteration 40F: 3 clusters Score -749541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Entering Unmasked Estep 
Score: -1126803.500000 Penalty: 1483.377808
	Iteration 0F: 2 clusters Score -1126804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1120150.875000 Penalty: 2966.755615
	Iteration 0F: 3 clusters Score -1120151 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1122282.750000 Penalty: 2966.755615
	Iteration 1F: 3 clusters Score -1122283 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1122520.625000 Penalty: 2966.755615
	Iteration 2F: 3 clusters Score -1122521 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1122674.000000 Penalty: 2966.755615
	Iteration 3Q: 3 clusters Score -1122674 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1122782.500000 Penalty: 2966.755615
	Iteration 4Q: 3 clusters Score -1122782 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1122859.875000 Penalty: 2966.755615
	Iteration 5Q: 3 clusters Score -1122860 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1122929.625000 Penalty: 2966.755615
	Iteration 6Q: 3 clusters Score -1122930 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1122994.625000 Penalty: 2966.755615
	Iteration 7Q: 3 clusters Score -1122995 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1123043.375000 Penalty: 2966.755615
	Iteration 8Q: 3 clusters Score -1123043 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1123093.375000 Penalty: 2966.755615
	Iteration 9Q: 3 clusters Score -1123093 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1123151.375000 Penalty: 2966.755615
	Iteration 10Q: 3 clusters Score -1123151 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1123212.750000 Penalty: 2966.755615
	Iteration 11Q: 3 clusters Score -1123213 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1123279.125000 Penalty: 2966.755615
	Iteration 12Q: 3 clusters Score -1123279 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1123353.375000 Penalty: 2966.755615
	Iteration 13Q: 3 clusters Score -1123353 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1123455.000000 Penalty: 2966.755615
	Iteration 14Q: 3 clusters Score -1123455 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1123611.500000 Penalty: 2966.755615
	Iteration 15Q: 3 clusters Score -1123612 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1123796.375000 Penalty: 2966.755615
	Iteration 16Q: 3 clusters Score -1123796 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1123961.250000 Penalty: 2966.755615
	Iteration 17Q: 3 clusters Score -1123961 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1124141.000000 Penalty: 2966.755615
	Iteration 18Q: 3 clusters Score -1124141 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1124328.375000 Penalty: 2966.755615
	Iteration 19Q: 3 clusters Score -1124328 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1124503.125000 Penalty: 2966.755615
	Iteration 20F: 3 clusters Score -1124503 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1124673.125000 Penalty: 2966.755615
	Iteration 21Q: 3 clusters Score -1124673 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1124827.625000 Penalty: 2966.755615
	Iteration 22Q: 3 clusters Score -1124828 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1124959.500000 Penalty: 2966.755615
	Iteration 23Q: 3 clusters Score -1124960 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1125066.750000 Penalty: 2966.755615
	Iteration 24Q: 3 clusters Score -1125067 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1125158.750000 Penalty: 2966.755615
	Iteration 25Q: 3 clusters Score -1125159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1125226.750000 Penalty: 2966.755615
	Iteration 26Q: 3 clusters Score -1125227 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1125298.375000 Penalty: 2966.755615
	Iteration 27Q: 3 clusters Score -1125298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1125357.750000 Penalty: 2966.755615
	Iteration 28Q: 3 clusters Score -1125358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1125413.125000 Penalty: 2966.755615
	Iteration 29Q: 3 clusters Score -1125413 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1125472.375000 Penalty: 2966.755615
	Iteration 30Q: 3 clusters Score -1125472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1125540.375000 Penalty: 2966.755615
	Iteration 31Q: 3 clusters Score -1125540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1125577.500000 Penalty: 2966.755615
	Iteration 32Q: 3 clusters Score -1125578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1125601.000000 Penalty: 2966.755615
	Iteration 33Q: 3 clusters Score -1125601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1125625.000000 Penalty: 2966.755615
	Iteration 34Q: 3 clusters Score -1125625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1125634.625000 Penalty: 2966.755615
	Iteration 35Q: 3 clusters Score -1125635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1125643.000000 Penalty: 2966.755615
	Iteration 36Q: 3 clusters Score -1125643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1125647.750000 Penalty: 2966.755615
	Iteration 37Q: 3 clusters Score -1125648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1125646.750000 Penalty: 2966.755615
	Iteration 38Q: 3 clusters Score -1125647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1125649.375000 Penalty: 2966.755615
	Iteration 39Q: 3 clusters Score -1125649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1125650.625000 Penalty: 2966.755615
	Iteration 40F: 3 clusters Score -1125651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1125653.750000 Penalty: 2966.755615
	Iteration 41Q: 3 clusters Score -1125654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1125655.125000 Penalty: 2966.755615
	Iteration 42Q: 3 clusters Score -1125655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1125659.125000 Penalty: 2966.755615
	Iteration 43Q: 3 clusters Score -1125659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1125658.750000 Penalty: 2966.755615
	Iteration 44Q: 3 clusters Score -1125659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1125658.750000 Penalty: 2966.755615
	Iteration 45F: 3 clusters Score -1125659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32422.121094 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -32422.12 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 178 members 
Entering Unmasked Estep 
Score: -31572.734375 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -31572.73 nChanged 60
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: -31669.048828 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -31669.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31750.955078 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -31750.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31806.347656 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -31806.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31849.345703 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -31849.35 nChanged 7
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: -31872.697266 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -31872.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31888.722656 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -31888.72 nChanged 4
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: -31896.578125 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -31896.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31902.876953 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -31902.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31905.636719 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -31905.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31907.136719 Penalty: 1890.561035
	Iteration 10Q: 3 clusters Score -31907.14 nChanged 1
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: -31908.060547 Penalty: 1890.561035
	Iteration 11Q: 3 clusters Score -31908.06 nChanged 0
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: -31908.060547 Penalty: 1890.561035
	Iteration 12F: 3 clusters Score -31908.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -10104.012695 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -10104.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9534.082031 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -9534.082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9683.843750 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -9683.844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9714.552734 Penalty: 1693.083008
	Iteration 2F: 3 clusters Score -9714.553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9740.266602 Penalty: 1693.083008
	Iteration 3Q: 3 clusters Score -9740.267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9758.943359 Penalty: 1693.083008
	Iteration 4Q: 3 clusters Score -9758.943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9774.486328 Penalty: 1693.083008
	Iteration 5Q: 3 clusters Score -9774.486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9783.383789 Penalty: 1693.083008
	Iteration 6Q: 3 clusters Score -9783.384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9785.271484 Penalty: 1693.083008
	Iteration 7Q: 3 clusters Score -9785.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9785.271484 Penalty: 1693.083008
	Iteration 8F: 3 clusters Score -9785.271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -52882.988281 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -52882.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51888.949219 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -51888.95 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52098.812500 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -52098.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52203.847656 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -52203.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52304.621094 Penalty: 2049.539551
	Iteration 3F: 3 clusters Score -52304.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52388.191406 Penalty: 2049.539551
	Iteration 4F: 3 clusters Score -52388.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52539.277344 Penalty: 2049.539551
	Iteration 5F: 3 clusters Score -52539.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52726.417969 Penalty: 2049.539551
	Iteration 6F: 3 clusters Score -52726.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52919.589844 Penalty: 2049.539551
	Iteration 7F: 3 clusters Score -52919.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53019.453125 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -53019.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53083.093750 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -53083.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53103.644531 Penalty: 2049.539551
	Iteration 10Q: 3 clusters Score -53103.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53113.468750 Penalty: 2049.539551
	Iteration 11Q: 3 clusters Score -53113.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53134.277344 Penalty: 2049.539551
	Iteration 12Q: 3 clusters Score -53134.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53157.375000 Penalty: 2049.539551
	Iteration 13Q: 3 clusters Score -53157.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53160.976562 Penalty: 2049.539551
	Iteration 14Q: 3 clusters Score -53160.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53162.117188 Penalty: 2049.539551
	Iteration 15Q: 3 clusters Score -53162.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53163.070312 Penalty: 2049.539551
	Iteration 16Q: 3 clusters Score -53163.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53164.796875 Penalty: 2049.539551
	Iteration 17Q: 3 clusters Score -53164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53165.300781 Penalty: 2049.539551
	Iteration 18Q: 3 clusters Score -53165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53165.300781 Penalty: 2049.539551
	Iteration 19F: 3 clusters Score -53165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 95162 members 
Mstep: Class 4 contains 80445 members 
Mstep: Class 5 contains 88167 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28318 members 
Mstep: Class 11 contains 97305 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 8935 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 90691 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 79128 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 84357 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6209 members 
Mstep: Class 28 contains 9214 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 301 members 
Mstep: Class 32 contains 247 members 
Entering Unmasked Estep 
Score: -102246560.000000 Penalty: 70941.500000
Splitting cluster 31 changes total score from -102247552.000000 to -102246560.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 95162 members 
Mstep: Class 4 contains 80445 members 
Mstep: Class 5 contains 88167 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28318 members 
Mstep: Class 11 contains 97305 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 8935 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 90691 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 79128 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 84357 members 
Mstep: Class 24 contains 25458 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6209 members 
Mstep: Class 28 contains 9214 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247480.000000 Penalty: 68724.578125
Iteration 279Q: 32 clusters Score -1.022475e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 95172 members 
Mstep: Class 4 contains 80541 members 
Mstep: Class 5 contains 88171 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28298 members 
Mstep: Class 11 contains 97318 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10915 members 
Mstep: Class 14 contains 8927 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 90693 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 79121 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 84276 members 
Mstep: Class 24 contains 25449 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6215 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247368.000000 Penalty: 68724.578125
Iteration 280F: 32 clusters Score -1.022474e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 95180 members 
Mstep: Class 4 contains 80676 members 
Mstep: Class 5 contains 88187 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28287 members 
Mstep: Class 11 contains 97300 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 8923 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 90686 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 79117 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 84152 members 
Mstep: Class 24 contains 25443 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2627 members 
Mstep: Class 27 contains 6217 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247432.000000 Penalty: 68724.578125
Iteration 281Q: 32 clusters Score -1.022474e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 3 contains 95188 members 
Mstep: Class 4 contains 80789 members 
Mstep: Class 5 contains 88187 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28271 members 
Mstep: Class 11 contains 97284 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10920 members 
Mstep: Class 14 contains 8915 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 90721 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 79114 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 84027 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2626 members 
Mstep: Class 27 contains 6218 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247392.000000 Penalty: 68724.578125
Iteration 282Q: 32 clusters Score -1.022474e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 3 contains 95195 members 
Mstep: Class 4 contains 80910 members 
Mstep: Class 5 contains 88174 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28257 members 
Mstep: Class 11 contains 97271 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 8914 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 90763 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 79114 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 83871 members 
Mstep: Class 24 contains 25447 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 6218 members 
Mstep: Class 28 contains 9217 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247296.000000 Penalty: 68724.578125
Iteration 283Q: 32 clusters Score -1.022473e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 3 contains 95202 members 
Mstep: Class 4 contains 81005 members 
Mstep: Class 5 contains 88165 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28245 members 
Mstep: Class 11 contains 97261 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 8918 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 90841 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 79113 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 83697 members 
Mstep: Class 24 contains 25452 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 9217 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247104.000000 Penalty: 68724.578125
Iteration 284Q: 32 clusters Score -1.022471e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 95217 members 
Mstep: Class 4 contains 81087 members 
Mstep: Class 5 contains 88170 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28233 members 
Mstep: Class 11 contains 97251 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 8920 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 90918 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 79101 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 83524 members 
Mstep: Class 24 contains 25456 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2624 members 
Mstep: Class 27 contains 6225 members 
Mstep: Class 28 contains 9220 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246872.000000 Penalty: 68724.578125
Iteration 285Q: 32 clusters Score -1.022469e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 95238 members 
Mstep: Class 4 contains 81193 members 
Mstep: Class 5 contains 88170 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28222 members 
Mstep: Class 11 contains 97260 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10921 members 
Mstep: Class 14 contains 8917 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 90957 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 79099 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 83350 members 
Mstep: Class 24 contains 25467 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2622 members 
Mstep: Class 27 contains 6233 members 
Mstep: Class 28 contains 9223 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247000.000000 Penalty: 68724.578125
Iteration 286Q: 32 clusters Score -1.02247e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 95265 members 
Mstep: Class 4 contains 81295 members 
Mstep: Class 5 contains 88171 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28218 members 
Mstep: Class 11 contains 97280 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 8913 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 90988 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 18 contains 79117 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 83154 members 
Mstep: Class 24 contains 25482 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2624 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 9224 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247024.000000 Penalty: 68724.578125
Iteration 287Q: 32 clusters Score -1.02247e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 95288 members 
Mstep: Class 4 contains 81400 members 
Mstep: Class 5 contains 88183 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28214 members 
Mstep: Class 11 contains 97282 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10928 members 
Mstep: Class 14 contains 8912 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 91012 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 79135 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 1984 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2653 members 
Mstep: Class 23 contains 82952 members 
Mstep: Class 24 contains 25500 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2624 members 
Mstep: Class 27 contains 6235 members 
Mstep: Class 28 contains 9221 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246760.000000 Penalty: 68724.578125
Iteration 288Q: 32 clusters Score -1.022468e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96946 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 95310 members 
Mstep: Class 4 contains 81518 members 
Mstep: Class 5 contains 88215 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 28203 members 
Mstep: Class 11 contains 97264 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 8911 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 91036 members 
Mstep: Class 17 contains 3854 members 
Mstep: Class 18 contains 79147 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 1984 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2653 members 
Mstep: Class 23 contains 82747 members 
Mstep: Class 24 contains 25530 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2624 members 
Mstep: Class 27 contains 6236 members 
Mstep: Class 28 contains 9221 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246544.000000 Penalty: 68724.578125
Iteration 289Q: 32 clusters Score -1.022465e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 7154 members 
Mstep: Class 3 contains 95335 members 
Mstep: Class 4 contains 81597 members 
Mstep: Class 5 contains 88250 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 28184 members 
Mstep: Class 11 contains 97281 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10932 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 91074 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 79141 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 82555 members 
Mstep: Class 24 contains 25549 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 6241 members 
Mstep: Class 28 contains 9225 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246544.000000 Penalty: 68724.578125
Iteration 290Q: 32 clusters Score -1.022465e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 3 contains 95361 members 
Mstep: Class 4 contains 81685 members 
Mstep: Class 5 contains 88268 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 28158 members 
Mstep: Class 11 contains 97278 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10931 members 
Mstep: Class 14 contains 8898 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 91121 members 
Mstep: Class 17 contains 3851 members 
Mstep: Class 18 contains 79151 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2656 members 
Mstep: Class 23 contains 82374 members 
Mstep: Class 24 contains 25574 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2626 members 
Mstep: Class 27 contains 6244 members 
Mstep: Class 28 contains 9225 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246168.000000 Penalty: 68724.578125
Iteration 291Q: 32 clusters Score -1.022462e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96960 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 95378 members 
Mstep: Class 4 contains 81808 members 
Mstep: Class 5 contains 88299 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 28146 members 
Mstep: Class 11 contains 97270 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10935 members 
Mstep: Class 14 contains 8898 members 
Mstep: Class 15 contains 1931 members 
Mstep: Class 16 contains 91137 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 79150 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2655 members 
Mstep: Class 23 contains 82168 members 
Mstep: Class 24 contains 25596 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2626 members 
Mstep: Class 27 contains 6248 members 
Mstep: Class 28 contains 9222 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245976.000000 Penalty: 68724.578125
Iteration 292Q: 32 clusters Score -1.02246e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 95391 members 
Mstep: Class 4 contains 81905 members 
Mstep: Class 5 contains 88322 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 28128 members 
Mstep: Class 11 contains 97273 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10937 members 
Mstep: Class 14 contains 8902 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 91166 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 79160 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2655 members 
Mstep: Class 23 contains 81951 members 
Mstep: Class 24 contains 25634 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2626 members 
Mstep: Class 27 contains 6249 members 
Mstep: Class 28 contains 9217 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246192.000000 Penalty: 68724.578125
Iteration 293Q: 32 clusters Score -1.022462e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 95404 members 
Mstep: Class 4 contains 82003 members 
Mstep: Class 5 contains 88350 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 28118 members 
Mstep: Class 11 contains 97270 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10938 members 
Mstep: Class 14 contains 8907 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 91202 members 
Mstep: Class 17 contains 3842 members 
Mstep: Class 18 contains 79178 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 81701 members 
Mstep: Class 24 contains 25677 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2626 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 9217 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246368.000000 Penalty: 68724.578125
Iteration 294Q: 32 clusters Score -1.022464e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 95418 members 
Mstep: Class 4 contains 82107 members 
Mstep: Class 5 contains 88353 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 28111 members 
Mstep: Class 11 contains 97244 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10940 members 
Mstep: Class 14 contains 8902 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 91257 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 79189 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2659 members 
Mstep: Class 23 contains 81458 members 
Mstep: Class 24 contains 25734 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 9216 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246048.000000 Penalty: 68724.578125
Iteration 295Q: 32 clusters Score -1.02246e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 95433 members 
Mstep: Class 4 contains 82182 members 
Mstep: Class 5 contains 88373 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 28108 members 
Mstep: Class 11 contains 97235 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10944 members 
Mstep: Class 14 contains 8889 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 91286 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 79196 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2660 members 
Mstep: Class 23 contains 81236 members 
Mstep: Class 24 contains 25798 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 6262 members 
Mstep: Class 28 contains 9214 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246112.000000 Penalty: 68724.578125
Iteration 296Q: 32 clusters Score -1.022461e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97081 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 3 contains 95449 members 
Mstep: Class 4 contains 82282 members 
Mstep: Class 5 contains 88385 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 28099 members 
Mstep: Class 11 contains 97205 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10943 members 
Mstep: Class 14 contains 8882 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 91307 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 79208 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2660 members 
Mstep: Class 23 contains 81023 members 
Mstep: Class 24 contains 25867 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 6269 members 
Mstep: Class 28 contains 9216 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246088.000000 Penalty: 68724.578125
Iteration 297Q: 32 clusters Score -1.022461e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 3 contains 95471 members 
Mstep: Class 4 contains 82395 members 
Mstep: Class 5 contains 88396 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 28084 members 
Mstep: Class 11 contains 97134 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10945 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 91353 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 79219 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2660 members 
Mstep: Class 23 contains 80823 members 
Mstep: Class 24 contains 25927 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2624 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 9214 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246128.000000 Penalty: 68724.578125
Iteration 298Q: 32 clusters Score -1.022461e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 95504 members 
Mstep: Class 4 contains 82524 members 
Mstep: Class 5 contains 88403 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 28068 members 
Mstep: Class 11 contains 97081 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10953 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 91402 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 79227 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2661 members 
Mstep: Class 23 contains 80596 members 
Mstep: Class 24 contains 25978 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2624 members 
Mstep: Class 27 contains 6278 members 
Mstep: Class 28 contains 9212 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245952.000000 Penalty: 68724.578125
Iteration 299Q: 32 clusters Score -1.02246e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 95536 members 
Mstep: Class 4 contains 82655 members 
Mstep: Class 5 contains 88407 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 28051 members 
Mstep: Class 11 contains 97041 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10953 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 91456 members 
Mstep: Class 17 contains 3839 members 
Mstep: Class 18 contains 79241 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2660 members 
Mstep: Class 23 contains 80350 members 
Mstep: Class 24 contains 26018 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 6280 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245928.000000 Penalty: 68724.578125
Iteration 300F: 32 clusters Score -1.022459e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 95579 members 
Mstep: Class 4 contains 82791 members 
Mstep: Class 5 contains 88421 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 28033 members 
Mstep: Class 11 contains 97010 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10947 members 
Mstep: Class 14 contains 8860 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 91498 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 79262 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2659 members 
Mstep: Class 23 contains 80087 members 
Mstep: Class 24 contains 26056 members 
Mstep: Class 25 contains 4900 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 6283 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245832.000000 Penalty: 68724.578125
Iteration 301Q: 32 clusters Score -1.022458e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 95630 members 
Mstep: Class 4 contains 82928 members 
Mstep: Class 5 contains 88445 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 28010 members 
Mstep: Class 11 contains 96974 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10946 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 91549 members 
Mstep: Class 17 contains 3835 members 
Mstep: Class 18 contains 79276 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2661 members 
Mstep: Class 23 contains 79805 members 
Mstep: Class 24 contains 26099 members 
Mstep: Class 25 contains 4900 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 6284 members 
Mstep: Class 28 contains 9208 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245688.000000 Penalty: 68724.578125
Iteration 302Q: 32 clusters Score -1.022457e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 95682 members 
Mstep: Class 4 contains 83079 members 
Mstep: Class 5 contains 88475 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 27989 members 
Mstep: Class 11 contains 96942 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 10943 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 91582 members 
Mstep: Class 17 contains 3835 members 
Mstep: Class 18 contains 79303 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2662 members 
Mstep: Class 23 contains 79513 members 
Mstep: Class 24 contains 26147 members 
Mstep: Class 25 contains 4900 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 6286 members 
Mstep: Class 28 contains 9208 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245352.000000 Penalty: 68724.578125
Iteration 303Q: 32 clusters Score -1.022454e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 95745 members 
Mstep: Class 4 contains 83244 members 
Mstep: Class 5 contains 88520 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 3652 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 27981 members 
Mstep: Class 11 contains 96931 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 10945 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 91583 members 
Mstep: Class 17 contains 3835 members 
Mstep: Class 18 contains 79329 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2665 members 
Mstep: Class 23 contains 79162 members 
Mstep: Class 24 contains 26203 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 6292 members 
Mstep: Class 28 contains 9206 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245608.000000 Penalty: 68724.578125
Iteration 304Q: 32 clusters Score -1.022456e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 95814 members 
Mstep: Class 4 contains 83354 members 
Mstep: Class 5 contains 88547 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 27967 members 
Mstep: Class 11 contains 96954 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 10953 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 91635 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 79339 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2668 members 
Mstep: Class 23 contains 78792 members 
Mstep: Class 24 contains 26282 members 
Mstep: Class 25 contains 4898 members 
Mstep: Class 26 contains 2624 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 9201 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245568.000000 Penalty: 68724.578125
Iteration 305Q: 32 clusters Score -1.022456e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 95873 members 
Mstep: Class 4 contains 83512 members 
Mstep: Class 5 contains 88570 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 27957 members 
Mstep: Class 11 contains 96971 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 10953 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 91689 members 
Mstep: Class 17 contains 3830 members 
Mstep: Class 18 contains 79361 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2671 members 
Mstep: Class 23 contains 78410 members 
Mstep: Class 24 contains 26337 members 
Mstep: Class 25 contains 4897 members 
Mstep: Class 26 contains 2624 members 
Mstep: Class 27 contains 6298 members 
Mstep: Class 28 contains 9197 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245136.000000 Penalty: 68724.578125
Iteration 306Q: 32 clusters Score -1.022451e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 95912 members 
Mstep: Class 4 contains 83621 members 
Mstep: Class 5 contains 88607 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 3679 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 27946 members 
Mstep: Class 11 contains 96983 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 10952 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 91741 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 79380 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2673 members 
Mstep: Class 23 contains 78067 members 
Mstep: Class 24 contains 26411 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2624 members 
Mstep: Class 27 contains 6299 members 
Mstep: Class 28 contains 9190 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245096.000000 Penalty: 68724.578125
Iteration 307Q: 32 clusters Score -1.022451e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 95970 members 
Mstep: Class 4 contains 83735 members 
Mstep: Class 5 contains 88636 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 3681 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 27936 members 
Mstep: Class 11 contains 96970 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 10951 members 
Mstep: Class 14 contains 8846 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 91824 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 79405 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2678 members 
Mstep: Class 23 contains 77677 members 
Mstep: Class 24 contains 26512 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2624 members 
Mstep: Class 27 contains 6302 members 
Mstep: Class 28 contains 9185 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244984.000000 Penalty: 68724.578125
Iteration 308Q: 32 clusters Score -1.02245e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 96020 members 
Mstep: Class 4 contains 83890 members 
Mstep: Class 5 contains 88646 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 3687 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 27929 members 
Mstep: Class 11 contains 96950 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 10950 members 
Mstep: Class 14 contains 8838 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 91903 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 79428 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2679 members 
Mstep: Class 23 contains 77275 members 
Mstep: Class 24 contains 26623 members 
Mstep: Class 25 contains 4898 members 
Mstep: Class 26 contains 2623 members 
Mstep: Class 27 contains 6302 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245136.000000 Penalty: 68724.578125
Iteration 309Q: 32 clusters Score -1.022451e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 96064 members 
Mstep: Class 4 contains 84039 members 
Mstep: Class 5 contains 88642 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 27910 members 
Mstep: Class 11 contains 96930 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 10951 members 
Mstep: Class 14 contains 8834 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 92004 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 79439 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2680 members 
Mstep: Class 23 contains 76902 members 
Mstep: Class 24 contains 26706 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2621 members 
Mstep: Class 27 contains 6305 members 
Mstep: Class 28 contains 9176 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244872.000000 Penalty: 68724.578125
Iteration 310Q: 32 clusters Score -1.022449e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 7139 members 
Mstep: Class 3 contains 96093 members 
Mstep: Class 4 contains 84186 members 
Mstep: Class 5 contains 88644 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 27891 members 
Mstep: Class 11 contains 96907 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 10948 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 92085 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 79461 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2682 members 
Mstep: Class 23 contains 76541 members 
Mstep: Class 24 contains 26803 members 
Mstep: Class 25 contains 4900 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 6312 members 
Mstep: Class 28 contains 9174 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244320.000000 Penalty: 68724.578125
Iteration 311Q: 32 clusters Score -1.022443e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97348 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 96118 members 
Mstep: Class 4 contains 84340 members 
Mstep: Class 5 contains 88667 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3720 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 27873 members 
Mstep: Class 11 contains 96868 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 10936 members 
Mstep: Class 14 contains 8802 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 92176 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 79473 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2680 members 
Mstep: Class 23 contains 76174 members 
Mstep: Class 24 contains 26909 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2617 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 9169 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
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Score: -102244072.000000 Penalty: 68724.578125
Iteration 312Q: 32 clusters Score -1.022441e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 96150 members 
Mstep: Class 4 contains 84484 members 
Mstep: Class 5 contains 88737 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27860 members 
Mstep: Class 11 contains 96841 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 10933 members 
Mstep: Class 14 contains 8791 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 92251 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 79479 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2680 members 
Mstep: Class 23 contains 75775 members 
Mstep: Class 24 contains 27008 members 
Mstep: Class 25 contains 4900 members 
Mstep: Class 26 contains 2616 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 9165 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244248.000000 Penalty: 68724.578125
Iteration 313Q: 32 clusters Score -1.022442e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 7132 members 
Mstep: Class 3 contains 96190 members 
Mstep: Class 4 contains 84636 members 
Mstep: Class 5 contains 88777 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27841 members 
Mstep: Class 11 contains 96794 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 10932 members 
Mstep: Class 14 contains 8777 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 92356 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 79510 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2681 members 
Mstep: Class 23 contains 75354 members 
Mstep: Class 24 contains 27128 members 
Mstep: Class 25 contains 4898 members 
Mstep: Class 26 contains 2614 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 9161 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244032.000000 Penalty: 68724.578125
Iteration 314Q: 32 clusters Score -1.02244e+08 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97398 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 96215 members 
Mstep: Class 4 contains 84731 members 
Mstep: Class 5 contains 88828 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 3766 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27820 members 
Mstep: Class 11 contains 96757 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 10934 members 
Mstep: Class 14 contains 8767 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 92512 members 
Mstep: Class 17 contains 3794 members 
Mstep: Class 18 contains 79530 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2684 members 
Mstep: Class 23 contains 74943 members 
Mstep: Class 24 contains 27227 members 
Mstep: Class 25 contains 4897 members 
Mstep: Class 26 contains 2611 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 9152 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244128.000000 Penalty: 68724.578125
Iteration 315Q: 32 clusters Score -1.022441e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 96220 members 
Mstep: Class 4 contains 84869 members 
Mstep: Class 5 contains 88913 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27804 members 
Mstep: Class 11 contains 96701 members 
Mstep: Class 12 contains 1853 members 
Mstep: Class 13 contains 10931 members 
Mstep: Class 14 contains 8757 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 92617 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 79566 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2685 members 
Mstep: Class 23 contains 74507 members 
Mstep: Class 24 contains 27340 members 
Mstep: Class 25 contains 4898 members 
Mstep: Class 26 contains 2608 members 
Mstep: Class 27 contains 6314 members 
Mstep: Class 28 contains 9141 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244272.000000 Penalty: 68724.578125
Iteration 316Q: 32 clusters Score -1.022443e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97470 members 
Mstep: Class 2 contains 7127 members 
Mstep: Class 3 contains 96241 members 
Mstep: Class 4 contains 85050 members 
Mstep: Class 5 contains 89061 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 3784 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27792 members 
Mstep: Class 11 contains 96657 members 
Mstep: Class 12 contains 1853 members 
Mstep: Class 13 contains 10928 members 
Mstep: Class 14 contains 8749 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 92641 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 79580 members 
Mstep: Class 19 contains 5391 members 
Mstep: Class 20 contains 1981 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 74051 members 
Mstep: Class 24 contains 27454 members 
Mstep: Class 25 contains 4897 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6313 members 
Mstep: Class 28 contains 9128 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243832.000000 Penalty: 68724.578125
Iteration 317Q: 32 clusters Score -1.022438e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 7127 members 
Mstep: Class 3 contains 96265 members 
Mstep: Class 4 contains 85239 members 
Mstep: Class 5 contains 89187 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27785 members 
Mstep: Class 11 contains 96564 members 
Mstep: Class 12 contains 1853 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 8739 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 92675 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 79628 members 
Mstep: Class 19 contains 5396 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2693 members 
Mstep: Class 23 contains 73579 members 
Mstep: Class 24 contains 27575 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6314 members 
Mstep: Class 28 contains 9118 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243912.000000 Penalty: 68724.578125
Iteration 318Q: 32 clusters Score -1.022439e+08 nChanged 1934
Entering ConstructFrom: 
Score: -102243912.000000 Penalty: 68724.578125
Entering ConstructFrom: 
Trying to split cluster 1 (97580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Entering Unmasked Estep 
Score: -12223337.000000 Penalty: 1866.869629
	Iteration 0F: 2 clusters Score -1.222334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -12161757.000000 Penalty: 3733.739258
	Iteration 0F: 3 clusters Score -1.216176e+07 nChanged 46557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -12188917.000000 Penalty: 3733.739258
	Iteration 1F: 3 clusters Score -1.218892e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -12190066.000000 Penalty: 3733.739258
	Iteration 2Q: 3 clusters Score -1.219007e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -12191706.000000 Penalty: 3733.739258
	Iteration 3Q: 3 clusters Score -1.219171e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -12194602.000000 Penalty: 3733.739258
	Iteration 4F: 3 clusters Score -1.21946e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -12198651.000000 Penalty: 3733.739258
	Iteration 5F: 3 clusters Score -1.219865e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -12204285.000000 Penalty: 3733.739258
	Iteration 6F: 3 clusters Score -1.220428e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -12209697.000000 Penalty: 3733.739258
	Iteration 7F: 3 clusters Score -1.22097e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 67463 members 
Entering Unmasked Estep 
Score: -12212882.000000 Penalty: 3733.739258
	Iteration 8F: 3 clusters Score -1.221288e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -12214089.000000 Penalty: 3733.739258
	Iteration 9Q: 3 clusters Score -1.221409e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -12214848.000000 Penalty: 3733.739258
	Iteration 10Q: 3 clusters Score -1.221485e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -12215489.000000 Penalty: 3733.739258
	Iteration 11Q: 3 clusters Score -1.221549e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -12216237.000000 Penalty: 3733.739258
	Iteration 12Q: 3 clusters Score -1.221624e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -12216914.000000 Penalty: 3733.739258
	Iteration 13Q: 3 clusters Score -1.221691e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -12217611.000000 Penalty: 3733.739258
	Iteration 14Q: 3 clusters Score -1.221761e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -12218355.000000 Penalty: 3733.739258
	Iteration 15Q: 3 clusters Score -1.221836e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -12219170.000000 Penalty: 3733.739258
	Iteration 16Q: 3 clusters Score -1.221917e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -12219804.000000 Penalty: 3733.739258
	Iteration 17Q: 3 clusters Score -1.22198e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -12220315.000000 Penalty: 3733.739258
	Iteration 18Q: 3 clusters Score -1.222032e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -12220785.000000 Penalty: 3733.739258
	Iteration 19Q: 3 clusters Score -1.222078e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -12221110.000000 Penalty: 3733.739258
	Iteration 20F: 3 clusters Score -1.222111e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -12221340.000000 Penalty: 3733.739258
	Iteration 21Q: 3 clusters Score -1.222134e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -12221484.000000 Penalty: 3733.739258
	Iteration 22Q: 3 clusters Score -1.222148e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -12221637.000000 Penalty: 3733.739258
	Iteration 23Q: 3 clusters Score -1.222164e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -12221757.000000 Penalty: 3733.739258
	Iteration 24Q: 3 clusters Score -1.222176e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -12221817.000000 Penalty: 3733.739258
	Iteration 25Q: 3 clusters Score -1.222182e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -12221836.000000 Penalty: 3733.739258
	Iteration 26Q: 3 clusters Score -1.222184e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -12221881.000000 Penalty: 3733.739258
	Iteration 27Q: 3 clusters Score -1.222188e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -12221858.000000 Penalty: 3733.739258
	Iteration 28Q: 3 clusters Score -1.222186e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -12221913.000000 Penalty: 3733.739258
	Iteration 29Q: 3 clusters Score -1.222191e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -12221935.000000 Penalty: 3733.739258
	Iteration 30Q: 3 clusters Score -1.222194e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -12221925.000000 Penalty: 3733.739258
	Iteration 31Q: 3 clusters Score -1.222192e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -12221880.000000 Penalty: 3733.739258
	Iteration 32Q: 3 clusters Score -1.222188e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -12221836.000000 Penalty: 3733.739258
	Iteration 33Q: 3 clusters Score -1.222184e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 78271 members 
Entering Unmasked Estep 
Score: -12221858.000000 Penalty: 3733.739258
	Iteration 34Q: 3 clusters Score -1.222186e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 78657 members 
Entering Unmasked Estep 
Score: -12221869.000000 Penalty: 3733.739258
	Iteration 35Q: 3 clusters Score -1.222187e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -12221847.000000 Penalty: 3733.739258
	Iteration 36Q: 3 clusters Score -1.222185e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -12221901.000000 Penalty: 3733.739258
	Iteration 37Q: 3 clusters Score -1.22219e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 79893 members 
Entering Unmasked Estep 
Score: -12221807.000000 Penalty: 3733.739258
	Iteration 38Q: 3 clusters Score -1.222181e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -12221835.000000 Penalty: 3733.739258
	Iteration 39Q: 3 clusters Score -1.222184e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 80758 members 
Entering Unmasked Estep 
Score: -12221831.000000 Penalty: 3733.739258
	Iteration 40F: 3 clusters Score -1.222183e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -12221898.000000 Penalty: 3733.739258
	Iteration 41Q: 3 clusters Score -1.22219e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 81696 members 
Entering Unmasked Estep 
Score: -12222253.000000 Penalty: 3733.739258
	Iteration 42Q: 3 clusters Score -1.222225e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -12222552.000000 Penalty: 3733.739258
	Iteration 43Q: 3 clusters Score -1.222255e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 82663 members 
Entering Unmasked Estep 
Score: -12222812.000000 Penalty: 3733.739258
	Iteration 44Q: 3 clusters Score -1.222281e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -12223139.000000 Penalty: 3733.739258
	Iteration 45Q: 3 clusters Score -1.222314e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -12223332.000000 Penalty: 3733.739258
	Iteration 46Q: 3 clusters Score -1.222333e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -12223626.000000 Penalty: 3733.739258
	Iteration 47Q: 3 clusters Score -1.222363e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -12223836.000000 Penalty: 3733.739258
	Iteration 48Q: 3 clusters Score -1.222384e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -12223988.000000 Penalty: 3733.739258
	Iteration 49Q: 3 clusters Score -1.222399e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -12224110.000000 Penalty: 3733.739258
	Iteration 50Q: 3 clusters Score -1.222411e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -12224194.000000 Penalty: 3733.739258
	Iteration 51Q: 3 clusters Score -1.222419e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 87161 members 
Entering Unmasked Estep 
Score: -12224348.000000 Penalty: 3733.739258
	Iteration 52Q: 3 clusters Score -1.222435e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 87735 members 
Entering Unmasked Estep 
Score: -12224379.000000 Penalty: 3733.739258
	Iteration 53Q: 3 clusters Score -1.222438e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -12224398.000000 Penalty: 3733.739258
	Iteration 54Q: 3 clusters Score -1.22244e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -12224459.000000 Penalty: 3733.739258
	Iteration 55Q: 3 clusters Score -1.222446e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 89245 members 
Entering Unmasked Estep 
Score: -12224457.000000 Penalty: 3733.739258
	Iteration 56Q: 3 clusters Score -1.222446e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -12224378.000000 Penalty: 3733.739258
	Iteration 57Q: 3 clusters Score -1.222438e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -12224324.000000 Penalty: 3733.739258
	Iteration 58Q: 3 clusters Score -1.222432e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 90404 members 
Entering Unmasked Estep 
Score: -12224234.000000 Penalty: 3733.739258
	Iteration 59Q: 3 clusters Score -1.222423e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -12224188.000000 Penalty: 3733.739258
	Iteration 60F: 3 clusters Score -1.222419e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -12224103.000000 Penalty: 3733.739258
	Iteration 61Q: 3 clusters Score -1.22241e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -12224041.000000 Penalty: 3733.739258
	Iteration 62Q: 3 clusters Score -1.222404e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -12223957.000000 Penalty: 3733.739258
	Iteration 63Q: 3 clusters Score -1.222396e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
Score: -12223888.000000 Penalty: 3733.739258
	Iteration 64Q: 3 clusters Score -1.222389e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -12223811.000000 Penalty: 3733.739258
	Iteration 65Q: 3 clusters Score -1.222381e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -12223723.000000 Penalty: 3733.739258
	Iteration 66Q: 3 clusters Score -1.222372e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -12223686.000000 Penalty: 3733.739258
	Iteration 67Q: 3 clusters Score -1.222369e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 92697 members 
Entering Unmasked Estep 
Score: -12223655.000000 Penalty: 3733.739258
	Iteration 68Q: 3 clusters Score -1.222366e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -12223632.000000 Penalty: 3733.739258
	Iteration 69Q: 3 clusters Score -1.222363e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -12223594.000000 Penalty: 3733.739258
	Iteration 70Q: 3 clusters Score -1.222359e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -12223565.000000 Penalty: 3733.739258
	Iteration 71Q: 3 clusters Score -1.222356e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -12223566.000000 Penalty: 3733.739258
	Iteration 72Q: 3 clusters Score -1.222357e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -12223525.000000 Penalty: 3733.739258
	Iteration 73Q: 3 clusters Score -1.222352e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -12223465.000000 Penalty: 3733.739258
	Iteration 74Q: 3 clusters Score -1.222346e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 93629 members 
Entering Unmasked Estep 
Score: -12223400.000000 Penalty: 3733.739258
	Iteration 75Q: 3 clusters Score -1.22234e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -12223364.000000 Penalty: 3733.739258
	Iteration 76Q: 3 clusters Score -1.222336e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -12223329.000000 Penalty: 3733.739258
	Iteration 77Q: 3 clusters Score -1.222333e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -12223287.000000 Penalty: 3733.739258
	Iteration 78Q: 3 clusters Score -1.222329e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 93874 members 
Entering Unmasked Estep 
Score: -12223261.000000 Penalty: 3733.739258
	Iteration 79Q: 3 clusters Score -1.222326e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -12223223.000000 Penalty: 3733.739258
	Iteration 80F: 3 clusters Score -1.222322e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 93992 members 
Entering Unmasked Estep 
Score: -12223210.000000 Penalty: 3733.739258
	Iteration 81Q: 3 clusters Score -1.222321e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 94040 members 
Entering Unmasked Estep 
Score: -12223196.000000 Penalty: 3733.739258
	Iteration 82Q: 3 clusters Score -1.22232e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 94084 members 
Entering Unmasked Estep 
Score: -12223188.000000 Penalty: 3733.739258
	Iteration 83Q: 3 clusters Score -1.222319e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -12223157.000000 Penalty: 3733.739258
	Iteration 84Q: 3 clusters Score -1.222316e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 94171 members 
Entering Unmasked Estep 
Score: -12223117.000000 Penalty: 3733.739258
	Iteration 85Q: 3 clusters Score -1.222312e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -12223085.000000 Penalty: 3733.739258
	Iteration 86Q: 3 clusters Score -1.222308e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 94257 members 
Entering Unmasked Estep 
Score: -12223084.000000 Penalty: 3733.739258
	Iteration 87Q: 3 clusters Score -1.222308e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 94305 members 
Entering Unmasked Estep 
Score: -12223082.000000 Penalty: 3733.739258
	Iteration 88Q: 3 clusters Score -1.222308e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 94353 members 
Entering Unmasked Estep 
Score: -12223088.000000 Penalty: 3733.739258
	Iteration 89Q: 3 clusters Score -1.222309e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -12223065.000000 Penalty: 3733.739258
	Iteration 90Q: 3 clusters Score -1.222306e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 94423 members 
Entering Unmasked Estep 
Score: -12223039.000000 Penalty: 3733.739258
	Iteration 91Q: 3 clusters Score -1.222304e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 94460 members 
Entering Unmasked Estep 
Score: -12223050.000000 Penalty: 3733.739258
	Iteration 92Q: 3 clusters Score -1.222305e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 94515 members 
Entering Unmasked Estep 
Score: -12223020.000000 Penalty: 3733.739258
	Iteration 93Q: 3 clusters Score -1.222302e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -12222991.000000 Penalty: 3733.739258
	Iteration 94Q: 3 clusters Score -1.222299e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -12222968.000000 Penalty: 3733.739258
	Iteration 95Q: 3 clusters Score -1.222297e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -12222947.000000 Penalty: 3733.739258
	Iteration 96Q: 3 clusters Score -1.222295e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -12222904.000000 Penalty: 3733.739258
	Iteration 97Q: 3 clusters Score -1.22229e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -12222896.000000 Penalty: 3733.739258
	Iteration 98Q: 3 clusters Score -1.22229e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -12222904.000000 Penalty: 3733.739258
	Iteration 99Q: 3 clusters Score -1.22229e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -12222864.000000 Penalty: 3733.739258
	Iteration 100F: 3 clusters Score -1.222286e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 95049 members 
Entering Unmasked Estep 
Score: -12222832.000000 Penalty: 3733.739258
	Iteration 101Q: 3 clusters Score -1.222283e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 95128 members 
Entering Unmasked Estep 
Score: -12222784.000000 Penalty: 3733.739258
	Iteration 102Q: 3 clusters Score -1.222278e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -12222759.000000 Penalty: 3733.739258
	Iteration 103Q: 3 clusters Score -1.222276e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -12222697.000000 Penalty: 3733.739258
	Iteration 104Q: 3 clusters Score -1.22227e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 95308 members 
Entering Unmasked Estep 
Score: -12222698.000000 Penalty: 3733.739258
	Iteration 105Q: 3 clusters Score -1.22227e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -12222689.000000 Penalty: 3733.739258
	Iteration 106Q: 3 clusters Score -1.222269e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -12222679.000000 Penalty: 3733.739258
	Iteration 107Q: 3 clusters Score -1.222268e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -12222682.000000 Penalty: 3733.739258
	Iteration 108Q: 3 clusters Score -1.222268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 95467 members 
Entering Unmasked Estep 
Score: -12222674.000000 Penalty: 3733.739258
	Iteration 109Q: 3 clusters Score -1.222267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -12222644.000000 Penalty: 3733.739258
	Iteration 110Q: 3 clusters Score -1.222264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -12222629.000000 Penalty: 3733.739258
	Iteration 111Q: 3 clusters Score -1.222263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -12222632.000000 Penalty: 3733.739258
	Iteration 112Q: 3 clusters Score -1.222263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -12222635.000000 Penalty: 3733.739258
	Iteration 113Q: 3 clusters Score -1.222264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -12222634.000000 Penalty: 3733.739258
	Iteration 114Q: 3 clusters Score -1.222263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 95537 members 
Entering Unmasked Estep 
Score: -12222616.000000 Penalty: 3733.739258
	Iteration 115Q: 3 clusters Score -1.222262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -12222627.000000 Penalty: 3733.739258
	Iteration 116Q: 3 clusters Score -1.222263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -12222600.000000 Penalty: 3733.739258
	Iteration 117Q: 3 clusters Score -1.22226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 95573 members 
Entering Unmasked Estep 
Score: -12222595.000000 Penalty: 3733.739258
	Iteration 118Q: 3 clusters Score -1.22226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -12222600.000000 Penalty: 3733.739258
	Iteration 119Q: 3 clusters Score -1.22226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 95600 members 
Entering Unmasked Estep 
Score: -12222570.000000 Penalty: 3733.739258
	Iteration 120F: 3 clusters Score -1.222257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 95608 members 
Entering Unmasked Estep 
Score: -12222573.000000 Penalty: 3733.739258
	Iteration 121Q: 3 clusters Score -1.222257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -12222580.000000 Penalty: 3733.739258
	Iteration 122Q: 3 clusters Score -1.222258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -12222576.000000 Penalty: 3733.739258
	Iteration 123Q: 3 clusters Score -1.222258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -12222576.000000 Penalty: 3733.739258
	Iteration 124Q: 3 clusters Score -1.222258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -12222568.000000 Penalty: 3733.739258
	Iteration 125Q: 3 clusters Score -1.222257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -12222565.000000 Penalty: 3733.739258
	Iteration 126Q: 3 clusters Score -1.222256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 95661 members 
Entering Unmasked Estep 
Score: -12222568.000000 Penalty: 3733.739258
	Iteration 127Q: 3 clusters Score -1.222257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -12222564.000000 Penalty: 3733.739258
	Iteration 128Q: 3 clusters Score -1.222256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 95675 members 
Entering Unmasked Estep 
Score: -12222560.000000 Penalty: 3733.739258
	Iteration 129Q: 3 clusters Score -1.222256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -12222563.000000 Penalty: 3733.739258
	Iteration 130Q: 3 clusters Score -1.222256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 95692 members 
Entering Unmasked Estep 
Score: -12222556.000000 Penalty: 3733.739258
	Iteration 131Q: 3 clusters Score -1.222256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 95703 members 
Entering Unmasked Estep 
Score: -12222546.000000 Penalty: 3733.739258
	Iteration 132Q: 3 clusters Score -1.222255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -12222556.000000 Penalty: 3733.739258
	Iteration 133Q: 3 clusters Score -1.222256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -12222549.000000 Penalty: 3733.739258
	Iteration 134Q: 3 clusters Score -1.222255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -12222553.000000 Penalty: 3733.739258
	Iteration 135Q: 3 clusters Score -1.222255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 95740 members 
Entering Unmasked Estep 
Score: -12222564.000000 Penalty: 3733.739258
	Iteration 136Q: 3 clusters Score -1.222256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -12222561.000000 Penalty: 3733.739258
	Iteration 137Q: 3 clusters Score -1.222256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -12222557.000000 Penalty: 3733.739258
	Iteration 138Q: 3 clusters Score -1.222256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -12222557.000000 Penalty: 3733.739258
	Iteration 139F: 3 clusters Score -1.222256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Entering Unmasked Estep 
Score: -872611.375000 Penalty: 1441.596802
	Iteration 0F: 2 clusters Score -872611.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -867296.375000 Penalty: 2883.193604
	Iteration 0F: 3 clusters Score -867296.4 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -868869.562500 Penalty: 2883.193604
	Iteration 1F: 3 clusters Score -868869.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -869108.000000 Penalty: 2883.193604
	Iteration 2F: 3 clusters Score -869108 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -869303.187500 Penalty: 2883.193604
	Iteration 3F: 3 clusters Score -869303.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -869490.875000 Penalty: 2883.193604
	Iteration 4Q: 3 clusters Score -869490.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -869708.375000 Penalty: 2883.193604
	Iteration 5Q: 3 clusters Score -869708.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -869980.000000 Penalty: 2883.193604
	Iteration 6F: 3 clusters Score -869980 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -870273.937500 Penalty: 2883.193604
	Iteration 7F: 3 clusters Score -870273.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -870547.937500 Penalty: 2883.193604
	Iteration 8F: 3 clusters Score -870547.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -870780.250000 Penalty: 2883.193604
	Iteration 9Q: 3 clusters Score -870780.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -871007.375000 Penalty: 2883.193604
	Iteration 10Q: 3 clusters Score -871007.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -871162.250000 Penalty: 2883.193604
	Iteration 11Q: 3 clusters Score -871162.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -871283.500000 Penalty: 2883.193604
	Iteration 12Q: 3 clusters Score -871283.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -871391.625000 Penalty: 2883.193604
	Iteration 13Q: 3 clusters Score -871391.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -871496.375000 Penalty: 2883.193604
	Iteration 14Q: 3 clusters Score -871496.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -871563.312500 Penalty: 2883.193604
	Iteration 15Q: 3 clusters Score -871563.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -871615.687500 Penalty: 2883.193604
	Iteration 16Q: 3 clusters Score -871615.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -871659.062500 Penalty: 2883.193604
	Iteration 17Q: 3 clusters Score -871659.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -871701.500000 Penalty: 2883.193604
	Iteration 18Q: 3 clusters Score -871701.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -871738.937500 Penalty: 2883.193604
	Iteration 19Q: 3 clusters Score -871738.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -871766.500000 Penalty: 2883.193604
	Iteration 20F: 3 clusters Score -871766.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -871787.125000 Penalty: 2883.193604
	Iteration 21Q: 3 clusters Score -871787.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -871803.750000 Penalty: 2883.193604
	Iteration 22Q: 3 clusters Score -871803.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -871814.000000 Penalty: 2883.193604
	Iteration 23Q: 3 clusters Score -871814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -871822.250000 Penalty: 2883.193604
	Iteration 24Q: 3 clusters Score -871822.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -871833.500000 Penalty: 2883.193604
	Iteration 25Q: 3 clusters Score -871833.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -871838.562500 Penalty: 2883.193604
	Iteration 26Q: 3 clusters Score -871838.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -871844.687500 Penalty: 2883.193604
	Iteration 27Q: 3 clusters Score -871844.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -871850.937500 Penalty: 2883.193604
	Iteration 28Q: 3 clusters Score -871850.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -871858.625000 Penalty: 2883.193604
	Iteration 29Q: 3 clusters Score -871858.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -871867.812500 Penalty: 2883.193604
	Iteration 30Q: 3 clusters Score -871867.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -871877.250000 Penalty: 2883.193604
	Iteration 31Q: 3 clusters Score -871877.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -871884.562500 Penalty: 2883.193604
	Iteration 32Q: 3 clusters Score -871884.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -871892.500000 Penalty: 2883.193604
	Iteration 33Q: 3 clusters Score -871892.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -871893.250000 Penalty: 2883.193604
	Iteration 34Q: 3 clusters Score -871893.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -871895.437500 Penalty: 2883.193604
	Iteration 35Q: 3 clusters Score -871895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -871899.562500 Penalty: 2883.193604
	Iteration 36Q: 3 clusters Score -871899.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -871901.937500 Penalty: 2883.193604
	Iteration 37Q: 3 clusters Score -871901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -871904.687500 Penalty: 2883.193604
	Iteration 38Q: 3 clusters Score -871904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -871905.562500 Penalty: 2883.193604
	Iteration 39Q: 3 clusters Score -871905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -871905.000000 Penalty: 2883.193604
	Iteration 40F: 3 clusters Score -871905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -871908.875000 Penalty: 2883.193604
	Iteration 41Q: 3 clusters Score -871908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -871909.812500 Penalty: 2883.193604
	Iteration 42Q: 3 clusters Score -871909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -871910.125000 Penalty: 2883.193604
	Iteration 43Q: 3 clusters Score -871910.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -871910.437500 Penalty: 2883.193604
	Iteration 44Q: 3 clusters Score -871910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -871911.750000 Penalty: 2883.193604
	Iteration 45Q: 3 clusters Score -871911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -871912.125000 Penalty: 2883.193604
	Iteration 46Q: 3 clusters Score -871912.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -871912.125000 Penalty: 2883.193604
	Iteration 47F: 3 clusters Score -871912.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Entering Unmasked Estep 
Score: -12165348.000000 Penalty: 1864.663086
	Iteration 0F: 2 clusters Score -1.216535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -12108234.000000 Penalty: 3729.326172
	Iteration 0F: 3 clusters Score -1.210823e+07 nChanged 46227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -12135317.000000 Penalty: 3729.326172
	Iteration 1F: 3 clusters Score -1.213532e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -12136298.000000 Penalty: 3729.326172
	Iteration 2Q: 3 clusters Score -1.21363e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -12137703.000000 Penalty: 3729.326172
	Iteration 3Q: 3 clusters Score -1.21377e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -12139721.000000 Penalty: 3729.326172
	Iteration 4Q: 3 clusters Score -1.213972e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -12142533.000000 Penalty: 3729.326172
	Iteration 5F: 3 clusters Score -1.214253e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -12146505.000000 Penalty: 3729.326172
	Iteration 6F: 3 clusters Score -1.21465e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -12150934.000000 Penalty: 3729.326172
	Iteration 7F: 3 clusters Score -1.215093e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -12154109.000000 Penalty: 3729.326172
	Iteration 8F: 3 clusters Score -1.215411e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -12155518.000000 Penalty: 3729.326172
	Iteration 9Q: 3 clusters Score -1.215552e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -12155973.000000 Penalty: 3729.326172
	Iteration 10Q: 3 clusters Score -1.215597e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -12156224.000000 Penalty: 3729.326172
	Iteration 11Q: 3 clusters Score -1.215622e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -12156285.000000 Penalty: 3729.326172
	Iteration 12Q: 3 clusters Score -1.215628e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -12156334.000000 Penalty: 3729.326172
	Iteration 13Q: 3 clusters Score -1.215633e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -12156394.000000 Penalty: 3729.326172
	Iteration 14Q: 3 clusters Score -1.215639e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -12156502.000000 Penalty: 3729.326172
	Iteration 15Q: 3 clusters Score -1.21565e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -12156448.000000 Penalty: 3729.326172
	Iteration 16Q: 3 clusters Score -1.215645e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -12156581.000000 Penalty: 3729.326172
	Iteration 17Q: 3 clusters Score -1.215658e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -12156648.000000 Penalty: 3729.326172
	Iteration 18Q: 3 clusters Score -1.215665e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -12156760.000000 Penalty: 3729.326172
	Iteration 19Q: 3 clusters Score -1.215676e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -12156913.000000 Penalty: 3729.326172
	Iteration 20F: 3 clusters Score -1.215691e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -12157036.000000 Penalty: 3729.326172
	Iteration 21Q: 3 clusters Score -1.215704e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -12157152.000000 Penalty: 3729.326172
	Iteration 22Q: 3 clusters Score -1.215715e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -12157357.000000 Penalty: 3729.326172
	Iteration 23Q: 3 clusters Score -1.215736e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -12157414.000000 Penalty: 3729.326172
	Iteration 24Q: 3 clusters Score -1.215741e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -12157476.000000 Penalty: 3729.326172
	Iteration 25Q: 3 clusters Score -1.215748e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -12157579.000000 Penalty: 3729.326172
	Iteration 26Q: 3 clusters Score -1.215758e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -12157686.000000 Penalty: 3729.326172
	Iteration 27Q: 3 clusters Score -1.215769e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -12157828.000000 Penalty: 3729.326172
	Iteration 28Q: 3 clusters Score -1.215783e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -12157960.000000 Penalty: 3729.326172
	Iteration 29Q: 3 clusters Score -1.215796e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -12158014.000000 Penalty: 3729.326172
	Iteration 30Q: 3 clusters Score -1.215801e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -12158060.000000 Penalty: 3729.326172
	Iteration 31Q: 3 clusters Score -1.215806e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -12158123.000000 Penalty: 3729.326172
	Iteration 32Q: 3 clusters Score -1.215812e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -12158245.000000 Penalty: 3729.326172
	Iteration 33Q: 3 clusters Score -1.215824e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -12158315.000000 Penalty: 3729.326172
	Iteration 34Q: 3 clusters Score -1.215832e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -12158415.000000 Penalty: 3729.326172
	Iteration 35Q: 3 clusters Score -1.215842e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -12158580.000000 Penalty: 3729.326172
	Iteration 36Q: 3 clusters Score -1.215858e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -12158706.000000 Penalty: 3729.326172
	Iteration 37Q: 3 clusters Score -1.215871e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -12158795.000000 Penalty: 3729.326172
	Iteration 38Q: 3 clusters Score -1.21588e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -12158925.000000 Penalty: 3729.326172
	Iteration 39Q: 3 clusters Score -1.215892e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -12159104.000000 Penalty: 3729.326172
	Iteration 40F: 3 clusters Score -1.21591e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -12159217.000000 Penalty: 3729.326172
	Iteration 41Q: 3 clusters Score -1.215922e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -12159403.000000 Penalty: 3729.326172
	Iteration 42Q: 3 clusters Score -1.21594e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -12159469.000000 Penalty: 3729.326172
	Iteration 43Q: 3 clusters Score -1.215947e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -12159595.000000 Penalty: 3729.326172
	Iteration 44Q: 3 clusters Score -1.21596e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -12159737.000000 Penalty: 3729.326172
	Iteration 45Q: 3 clusters Score -1.215974e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -12159980.000000 Penalty: 3729.326172
	Iteration 46Q: 3 clusters Score -1.215998e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -12160123.000000 Penalty: 3729.326172
	Iteration 47Q: 3 clusters Score -1.216012e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -12160271.000000 Penalty: 3729.326172
	Iteration 48Q: 3 clusters Score -1.216027e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -12160450.000000 Penalty: 3729.326172
	Iteration 49Q: 3 clusters Score -1.216045e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -12160600.000000 Penalty: 3729.326172
	Iteration 50Q: 3 clusters Score -1.21606e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -12160706.000000 Penalty: 3729.326172
	Iteration 51Q: 3 clusters Score -1.216071e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -12160843.000000 Penalty: 3729.326172
	Iteration 52Q: 3 clusters Score -1.216084e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -12160897.000000 Penalty: 3729.326172
	Iteration 53Q: 3 clusters Score -1.21609e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -12160950.000000 Penalty: 3729.326172
	Iteration 54Q: 3 clusters Score -1.216095e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -12160981.000000 Penalty: 3729.326172
	Iteration 55Q: 3 clusters Score -1.216098e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -12161038.000000 Penalty: 3729.326172
	Iteration 56Q: 3 clusters Score -1.216104e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -12161131.000000 Penalty: 3729.326172
	Iteration 57Q: 3 clusters Score -1.216113e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -12161178.000000 Penalty: 3729.326172
	Iteration 58Q: 3 clusters Score -1.216118e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -12161232.000000 Penalty: 3729.326172
	Iteration 59Q: 3 clusters Score -1.216123e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -12161292.000000 Penalty: 3729.326172
	Iteration 60F: 3 clusters Score -1.216129e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -12161324.000000 Penalty: 3729.326172
	Iteration 61Q: 3 clusters Score -1.216132e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -12161368.000000 Penalty: 3729.326172
	Iteration 62Q: 3 clusters Score -1.216137e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -12161376.000000 Penalty: 3729.326172
	Iteration 63Q: 3 clusters Score -1.216138e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -12161406.000000 Penalty: 3729.326172
	Iteration 64Q: 3 clusters Score -1.216141e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -12161411.000000 Penalty: 3729.326172
	Iteration 65Q: 3 clusters Score -1.216141e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -12161424.000000 Penalty: 3729.326172
	Iteration 66Q: 3 clusters Score -1.216142e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -12161409.000000 Penalty: 3729.326172
	Iteration 67Q: 3 clusters Score -1.216141e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -12161482.000000 Penalty: 3729.326172
	Iteration 68Q: 3 clusters Score -1.216148e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -12161519.000000 Penalty: 3729.326172
	Iteration 69Q: 3 clusters Score -1.216152e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -12161552.000000 Penalty: 3729.326172
	Iteration 70Q: 3 clusters Score -1.216155e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -12161512.000000 Penalty: 3729.326172
	Iteration 71Q: 3 clusters Score -1.216151e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -12161569.000000 Penalty: 3729.326172
	Iteration 72Q: 3 clusters Score -1.216157e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -12161580.000000 Penalty: 3729.326172
	Iteration 73Q: 3 clusters Score -1.216158e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -12161704.000000 Penalty: 3729.326172
	Iteration 74Q: 3 clusters Score -1.21617e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -12161705.000000 Penalty: 3729.326172
	Iteration 75Q: 3 clusters Score -1.21617e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -12161750.000000 Penalty: 3729.326172
	Iteration 76Q: 3 clusters Score -1.216175e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -12161748.000000 Penalty: 3729.326172
	Iteration 77Q: 3 clusters Score -1.216175e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -12161785.000000 Penalty: 3729.326172
	Iteration 78Q: 3 clusters Score -1.216178e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -12161838.000000 Penalty: 3729.326172
	Iteration 79Q: 3 clusters Score -1.216184e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -12161845.000000 Penalty: 3729.326172
	Iteration 80F: 3 clusters Score -1.216184e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -12161911.000000 Penalty: 3729.326172
	Iteration 81Q: 3 clusters Score -1.216191e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -12161987.000000 Penalty: 3729.326172
	Iteration 82Q: 3 clusters Score -1.216199e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -12162010.000000 Penalty: 3729.326172
	Iteration 83Q: 3 clusters Score -1.216201e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -12162069.000000 Penalty: 3729.326172
	Iteration 84Q: 3 clusters Score -1.216207e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -12162063.000000 Penalty: 3729.326172
	Iteration 85Q: 3 clusters Score -1.216206e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -12162132.000000 Penalty: 3729.326172
	Iteration 86Q: 3 clusters Score -1.216213e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -12162183.000000 Penalty: 3729.326172
	Iteration 87Q: 3 clusters Score -1.216218e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -12162131.000000 Penalty: 3729.326172
	Iteration 88Q: 3 clusters Score -1.216213e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -12162090.000000 Penalty: 3729.326172
	Iteration 89Q: 3 clusters Score -1.216209e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -12162021.000000 Penalty: 3729.326172
	Iteration 90Q: 3 clusters Score -1.216202e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -12161968.000000 Penalty: 3729.326172
	Iteration 91Q: 3 clusters Score -1.216197e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -12161966.000000 Penalty: 3729.326172
	Iteration 92Q: 3 clusters Score -1.216197e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -12161910.000000 Penalty: 3729.326172
	Iteration 93Q: 3 clusters Score -1.216191e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -12161882.000000 Penalty: 3729.326172
	Iteration 94Q: 3 clusters Score -1.216188e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -12161755.000000 Penalty: 3729.326172
	Iteration 95Q: 3 clusters Score -1.216176e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -12161750.000000 Penalty: 3729.326172
	Iteration 96Q: 3 clusters Score -1.216175e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -12161642.000000 Penalty: 3729.326172
	Iteration 97Q: 3 clusters Score -1.216164e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -12161625.000000 Penalty: 3729.326172
	Iteration 98Q: 3 clusters Score -1.216162e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -12161613.000000 Penalty: 3729.326172
	Iteration 99Q: 3 clusters Score -1.216161e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -12161532.000000 Penalty: 3729.326172
	Iteration 100F: 3 clusters Score -1.216153e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -12161564.000000 Penalty: 3729.326172
	Iteration 101Q: 3 clusters Score -1.216156e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -12161509.000000 Penalty: 3729.326172
	Iteration 102Q: 3 clusters Score -1.216151e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -12161508.000000 Penalty: 3729.326172
	Iteration 103Q: 3 clusters Score -1.216151e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -12161439.000000 Penalty: 3729.326172
	Iteration 104Q: 3 clusters Score -1.216144e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -12161429.000000 Penalty: 3729.326172
	Iteration 105Q: 3 clusters Score -1.216143e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -12161395.000000 Penalty: 3729.326172
	Iteration 106Q: 3 clusters Score -1.21614e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -12161329.000000 Penalty: 3729.326172
	Iteration 107Q: 3 clusters Score -1.216133e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70460 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -12161327.000000 Penalty: 3729.326172
	Iteration 108Q: 3 clusters Score -1.216133e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -12161283.000000 Penalty: 3729.326172
	Iteration 109Q: 3 clusters Score -1.216128e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -12161166.000000 Penalty: 3729.326172
	Iteration 110Q: 3 clusters Score -1.216117e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -12161129.000000 Penalty: 3729.326172
	Iteration 111Q: 3 clusters Score -1.216113e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -12161142.000000 Penalty: 3729.326172
	Iteration 112Q: 3 clusters Score -1.216114e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -12161151.000000 Penalty: 3729.326172
	Iteration 113Q: 3 clusters Score -1.216115e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -12161118.000000 Penalty: 3729.326172
	Iteration 114Q: 3 clusters Score -1.216112e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -12161077.000000 Penalty: 3729.326172
	Iteration 115Q: 3 clusters Score -1.216108e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -12161009.000000 Penalty: 3729.326172
	Iteration 116Q: 3 clusters Score -1.216101e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -12160883.000000 Penalty: 3729.326172
	Iteration 117Q: 3 clusters Score -1.216088e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -12160741.000000 Penalty: 3729.326172
	Iteration 118Q: 3 clusters Score -1.216074e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -12160505.000000 Penalty: 3729.326172
	Iteration 119Q: 3 clusters Score -1.21605e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -12160784.000000 Penalty: 3729.326172
	Iteration 120F: 3 clusters Score -1.216078e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -12162165.000000 Penalty: 3729.326172
	Iteration 121Q: 3 clusters Score -1.216216e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84580 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -12163523.000000 Penalty: 3729.326172
	Iteration 122Q: 3 clusters Score -1.216352e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -12164650.000000 Penalty: 3729.326172
	Iteration 123Q: 3 clusters Score -1.216465e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -12165569.000000 Penalty: 3729.326172
	Iteration 124Q: 3 clusters Score -1.216557e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -12166065.000000 Penalty: 3729.326172
	Iteration 125Q: 3 clusters Score -1.216606e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -12166332.000000 Penalty: 3729.326172
	Iteration 126Q: 3 clusters Score -1.216633e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -12166319.000000 Penalty: 3729.326172
	Iteration 127Q: 3 clusters Score -1.216632e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -12166100.000000 Penalty: 3729.326172
	Iteration 128Q: 3 clusters Score -1.21661e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -12165973.000000 Penalty: 3729.326172
	Iteration 129Q: 3 clusters Score -1.216597e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -12165856.000000 Penalty: 3729.326172
	Iteration 130Q: 3 clusters Score -1.216586e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12165741.000000 Penalty: 3729.326172
	Iteration 131Q: 3 clusters Score -1.216574e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -12165654.000000 Penalty: 3729.326172
	Iteration 132Q: 3 clusters Score -1.216565e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94143 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -12165591.000000 Penalty: 3729.326172
	Iteration 133Q: 3 clusters Score -1.216559e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -12165537.000000 Penalty: 3729.326172
	Iteration 134Q: 3 clusters Score -1.216554e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -12165488.000000 Penalty: 3729.326172
	Iteration 135Q: 3 clusters Score -1.216549e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -12165442.000000 Penalty: 3729.326172
	Iteration 136Q: 3 clusters Score -1.216544e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12165416.000000 Penalty: 3729.326172
	Iteration 137Q: 3 clusters Score -1.216542e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -12165400.000000 Penalty: 3729.326172
	Iteration 138Q: 3 clusters Score -1.21654e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94599 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12165366.000000 Penalty: 3729.326172
	Iteration 139Q: 3 clusters Score -1.216537e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94645 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12165348.000000 Penalty: 3729.326172
	Iteration 140F: 3 clusters Score -1.216535e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -12165321.000000 Penalty: 3729.326172
	Iteration 141Q: 3 clusters Score -1.216532e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94717 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -12165313.000000 Penalty: 3729.326172
	Iteration 142Q: 3 clusters Score -1.216531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -12165324.000000 Penalty: 3729.326172
	Iteration 143Q: 3 clusters Score -1.216532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12165292.000000 Penalty: 3729.326172
	Iteration 144Q: 3 clusters Score -1.216529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -12165289.000000 Penalty: 3729.326172
	Iteration 145Q: 3 clusters Score -1.216529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -12165260.000000 Penalty: 3729.326172
	Iteration 146Q: 3 clusters Score -1.216526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12165256.000000 Penalty: 3729.326172
	Iteration 147Q: 3 clusters Score -1.216526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -12165253.000000 Penalty: 3729.326172
	Iteration 148Q: 3 clusters Score -1.216525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -12165242.000000 Penalty: 3729.326172
	Iteration 149Q: 3 clusters Score -1.216524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94867 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -12165223.000000 Penalty: 3729.326172
	Iteration 150Q: 3 clusters Score -1.216522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94881 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12165220.000000 Penalty: 3729.326172
	Iteration 151Q: 3 clusters Score -1.216522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -12165226.000000 Penalty: 3729.326172
	Iteration 152Q: 3 clusters Score -1.216523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94904 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -12165217.000000 Penalty: 3729.326172
	Iteration 153Q: 3 clusters Score -1.216522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -12165222.000000 Penalty: 3729.326172
	Iteration 154Q: 3 clusters Score -1.216522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -12165237.000000 Penalty: 3729.326172
	Iteration 155Q: 3 clusters Score -1.216524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -12165229.000000 Penalty: 3729.326172
	Iteration 156Q: 3 clusters Score -1.216523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -12165220.000000 Penalty: 3729.326172
	Iteration 157Q: 3 clusters Score -1.216522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12165226.000000 Penalty: 3729.326172
	Iteration 158Q: 3 clusters Score -1.216523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12165215.000000 Penalty: 3729.326172
	Iteration 159Q: 3 clusters Score -1.216522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94927 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -12165215.000000 Penalty: 3729.326172
	Iteration 160F: 3 clusters Score -1.216522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12165212.000000 Penalty: 3729.326172
	Iteration 161Q: 3 clusters Score -1.216521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -12165207.000000 Penalty: 3729.326172
	Iteration 162Q: 3 clusters Score -1.216521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94933 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12165204.000000 Penalty: 3729.326172
	Iteration 163Q: 3 clusters Score -1.21652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94933 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12165204.000000 Penalty: 3729.326172
	Iteration 164F: 3 clusters Score -1.21652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (85388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Entering Unmasked Estep 
Score: -10651899.000000 Penalty: 1845.181030
	Iteration 0F: 2 clusters Score -1.06519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -10597104.000000 Penalty: 3690.362061
	Iteration 0F: 3 clusters Score -1.05971e+07 nChanged 40641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -10620681.000000 Penalty: 3690.362061
	Iteration 1F: 3 clusters Score -1.062068e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -10621470.000000 Penalty: 3690.362061
	Iteration 2Q: 3 clusters Score -1.062147e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -10622366.000000 Penalty: 3690.362061
	Iteration 3Q: 3 clusters Score -1.062237e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -10623555.000000 Penalty: 3690.362061
	Iteration 4Q: 3 clusters Score -1.062356e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -10625434.000000 Penalty: 3690.362061
	Iteration 5Q: 3 clusters Score -1.062543e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -10628132.000000 Penalty: 3690.362061
	Iteration 6F: 3 clusters Score -1.062813e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -10631937.000000 Penalty: 3690.362061
	Iteration 7F: 3 clusters Score -1.063194e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -10636223.000000 Penalty: 3690.362061
	Iteration 8F: 3 clusters Score -1.063622e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -10639329.000000 Penalty: 3690.362061
	Iteration 9F: 3 clusters Score -1.063933e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -10640515.000000 Penalty: 3690.362061
	Iteration 10Q: 3 clusters Score -1.064052e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -10640993.000000 Penalty: 3690.362061
	Iteration 11Q: 3 clusters Score -1.064099e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -10641229.000000 Penalty: 3690.362061
	Iteration 12Q: 3 clusters Score -1.064123e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -10641516.000000 Penalty: 3690.362061
	Iteration 13Q: 3 clusters Score -1.064152e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -10641798.000000 Penalty: 3690.362061
	Iteration 14Q: 3 clusters Score -1.06418e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -10641970.000000 Penalty: 3690.362061
	Iteration 15Q: 3 clusters Score -1.064197e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -10642116.000000 Penalty: 3690.362061
	Iteration 16Q: 3 clusters Score -1.064212e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -10642312.000000 Penalty: 3690.362061
	Iteration 17Q: 3 clusters Score -1.064231e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -10642501.000000 Penalty: 3690.362061
	Iteration 18Q: 3 clusters Score -1.06425e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -10642714.000000 Penalty: 3690.362061
	Iteration 19Q: 3 clusters Score -1.064271e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -10642891.000000 Penalty: 3690.362061
	Iteration 20F: 3 clusters Score -1.064289e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -10643065.000000 Penalty: 3690.362061
	Iteration 21Q: 3 clusters Score -1.064306e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -10643220.000000 Penalty: 3690.362061
	Iteration 22Q: 3 clusters Score -1.064322e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -10643455.000000 Penalty: 3690.362061
	Iteration 23Q: 3 clusters Score -1.064346e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -10643678.000000 Penalty: 3690.362061
	Iteration 24Q: 3 clusters Score -1.064368e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -10643841.000000 Penalty: 3690.362061
	Iteration 25Q: 3 clusters Score -1.064384e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -10643983.000000 Penalty: 3690.362061
	Iteration 26Q: 3 clusters Score -1.064398e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -10644132.000000 Penalty: 3690.362061
	Iteration 27Q: 3 clusters Score -1.064413e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -10644316.000000 Penalty: 3690.362061
	Iteration 28Q: 3 clusters Score -1.064432e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -10644413.000000 Penalty: 3690.362061
	Iteration 29Q: 3 clusters Score -1.064441e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -10644516.000000 Penalty: 3690.362061
	Iteration 30Q: 3 clusters Score -1.064452e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -10644662.000000 Penalty: 3690.362061
	Iteration 31Q: 3 clusters Score -1.064466e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -10644814.000000 Penalty: 3690.362061
	Iteration 32Q: 3 clusters Score -1.064481e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -10645009.000000 Penalty: 3690.362061
	Iteration 33Q: 3 clusters Score -1.064501e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -10645189.000000 Penalty: 3690.362061
	Iteration 34Q: 3 clusters Score -1.064519e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -10645337.000000 Penalty: 3690.362061
	Iteration 35Q: 3 clusters Score -1.064534e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -10645472.000000 Penalty: 3690.362061
	Iteration 36Q: 3 clusters Score -1.064547e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -10645701.000000 Penalty: 3690.362061
	Iteration 37Q: 3 clusters Score -1.06457e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -10645864.000000 Penalty: 3690.362061
	Iteration 38Q: 3 clusters Score -1.064586e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -10646106.000000 Penalty: 3690.362061
	Iteration 39Q: 3 clusters Score -1.064611e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -10646346.000000 Penalty: 3690.362061
	Iteration 40F: 3 clusters Score -1.064635e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -10646477.000000 Penalty: 3690.362061
	Iteration 41Q: 3 clusters Score -1.064648e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -10646684.000000 Penalty: 3690.362061
	Iteration 42Q: 3 clusters Score -1.064668e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -10646860.000000 Penalty: 3690.362061
	Iteration 43Q: 3 clusters Score -1.064686e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -10647062.000000 Penalty: 3690.362061
	Iteration 44Q: 3 clusters Score -1.064706e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -10647286.000000 Penalty: 3690.362061
	Iteration 45Q: 3 clusters Score -1.064729e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -10647473.000000 Penalty: 3690.362061
	Iteration 46Q: 3 clusters Score -1.064747e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -10647726.000000 Penalty: 3690.362061
	Iteration 47Q: 3 clusters Score -1.064773e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -10647912.000000 Penalty: 3690.362061
	Iteration 48Q: 3 clusters Score -1.064791e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -10648109.000000 Penalty: 3690.362061
	Iteration 49Q: 3 clusters Score -1.064811e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -10648333.000000 Penalty: 3690.362061
	Iteration 50Q: 3 clusters Score -1.064833e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -10648534.000000 Penalty: 3690.362061
	Iteration 51Q: 3 clusters Score -1.064853e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -10648752.000000 Penalty: 3690.362061
	Iteration 52Q: 3 clusters Score -1.064875e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -10648986.000000 Penalty: 3690.362061
	Iteration 53Q: 3 clusters Score -1.064899e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -10649262.000000 Penalty: 3690.362061
	Iteration 54Q: 3 clusters Score -1.064926e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -10649515.000000 Penalty: 3690.362061
	Iteration 55Q: 3 clusters Score -1.064952e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -10649702.000000 Penalty: 3690.362061
	Iteration 56Q: 3 clusters Score -1.06497e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -10649917.000000 Penalty: 3690.362061
	Iteration 57Q: 3 clusters Score -1.064992e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -10650102.000000 Penalty: 3690.362061
	Iteration 58Q: 3 clusters Score -1.06501e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -10650265.000000 Penalty: 3690.362061
	Iteration 59Q: 3 clusters Score -1.065026e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -10650367.000000 Penalty: 3690.362061
	Iteration 60F: 3 clusters Score -1.065037e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -10650459.000000 Penalty: 3690.362061
	Iteration 61Q: 3 clusters Score -1.065046e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -10650557.000000 Penalty: 3690.362061
	Iteration 62Q: 3 clusters Score -1.065056e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -10650647.000000 Penalty: 3690.362061
	Iteration 63Q: 3 clusters Score -1.065065e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -10650757.000000 Penalty: 3690.362061
	Iteration 64Q: 3 clusters Score -1.065076e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -10650790.000000 Penalty: 3690.362061
	Iteration 65Q: 3 clusters Score -1.065079e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -10650826.000000 Penalty: 3690.362061
	Iteration 66Q: 3 clusters Score -1.065083e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -10650877.000000 Penalty: 3690.362061
	Iteration 67Q: 3 clusters Score -1.065088e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 81619 members 
Entering Unmasked Estep 
Score: -10650918.000000 Penalty: 3690.362061
	Iteration 68Q: 3 clusters Score -1.065092e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -10650921.000000 Penalty: 3690.362061
	Iteration 69Q: 3 clusters Score -1.065092e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -10650969.000000 Penalty: 3690.362061
	Iteration 70Q: 3 clusters Score -1.065097e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -10650961.000000 Penalty: 3690.362061
	Iteration 71Q: 3 clusters Score -1.065096e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -10650989.000000 Penalty: 3690.362061
	Iteration 72Q: 3 clusters Score -1.065099e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -10650998.000000 Penalty: 3690.362061
	Iteration 73Q: 3 clusters Score -1.0651e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -10651007.000000 Penalty: 3690.362061
	Iteration 74Q: 3 clusters Score -1.065101e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -10650983.000000 Penalty: 3690.362061
	Iteration 75Q: 3 clusters Score -1.065098e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 82929 members 
Entering Unmasked Estep 
Score: -10650980.000000 Penalty: 3690.362061
	Iteration 76Q: 3 clusters Score -1.065098e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -10650979.000000 Penalty: 3690.362061
	Iteration 77Q: 3 clusters Score -1.065098e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -10650984.000000 Penalty: 3690.362061
	Iteration 78Q: 3 clusters Score -1.065098e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -10650996.000000 Penalty: 3690.362061
	Iteration 79Q: 3 clusters Score -1.0651e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -10650985.000000 Penalty: 3690.362061
	Iteration 80F: 3 clusters Score -1.065098e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -10650960.000000 Penalty: 3690.362061
	Iteration 81Q: 3 clusters Score -1.065096e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -10650959.000000 Penalty: 3690.362061
	Iteration 82Q: 3 clusters Score -1.065096e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -10650943.000000 Penalty: 3690.362061
	Iteration 83Q: 3 clusters Score -1.065094e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 83506 members 
Entering Unmasked Estep 
Score: -10650952.000000 Penalty: 3690.362061
	Iteration 84Q: 3 clusters Score -1.065095e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 83563 members 
Entering Unmasked Estep 
Score: -10650953.000000 Penalty: 3690.362061
	Iteration 85Q: 3 clusters Score -1.065095e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -10650938.000000 Penalty: 3690.362061
	Iteration 86Q: 3 clusters Score -1.065094e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -10650935.000000 Penalty: 3690.362061
	Iteration 87Q: 3 clusters Score -1.065094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -10650928.000000 Penalty: 3690.362061
	Iteration 88Q: 3 clusters Score -1.065093e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -10650925.000000 Penalty: 3690.362061
	Iteration 89Q: 3 clusters Score -1.065092e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -10650910.000000 Penalty: 3690.362061
	Iteration 90Q: 3 clusters Score -1.065091e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -10650901.000000 Penalty: 3690.362061
	Iteration 91Q: 3 clusters Score -1.06509e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -10650880.000000 Penalty: 3690.362061
	Iteration 92Q: 3 clusters Score -1.065088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 83883 members 
Entering Unmasked Estep 
Score: -10650884.000000 Penalty: 3690.362061
	Iteration 93Q: 3 clusters Score -1.065088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -10650890.000000 Penalty: 3690.362061
	Iteration 94Q: 3 clusters Score -1.065089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -10650887.000000 Penalty: 3690.362061
	Iteration 95Q: 3 clusters Score -1.065089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -10650884.000000 Penalty: 3690.362061
	Iteration 96Q: 3 clusters Score -1.065088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -10650879.000000 Penalty: 3690.362061
	Iteration 97Q: 3 clusters Score -1.065088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -10650870.000000 Penalty: 3690.362061
	Iteration 98Q: 3 clusters Score -1.065087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -10650891.000000 Penalty: 3690.362061
	Iteration 99Q: 3 clusters Score -1.065089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -10650887.000000 Penalty: 3690.362061
	Iteration 100F: 3 clusters Score -1.065089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
Score: -10650874.000000 Penalty: 3690.362061
	Iteration 101Q: 3 clusters Score -1.065087e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -10650889.000000 Penalty: 3690.362061
	Iteration 102Q: 3 clusters Score -1.065089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -10650891.000000 Penalty: 3690.362061
	Iteration 103Q: 3 clusters Score -1.065089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -10650882.000000 Penalty: 3690.362061
	Iteration 104Q: 3 clusters Score -1.065088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 84127 members 
Entering Unmasked Estep 
Score: -10650877.000000 Penalty: 3690.362061
	Iteration 105Q: 3 clusters Score -1.065088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -10650876.000000 Penalty: 3690.362061
	Iteration 106Q: 3 clusters Score -1.065088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -10650859.000000 Penalty: 3690.362061
	Iteration 107Q: 3 clusters Score -1.065086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -10650853.000000 Penalty: 3690.362061
	Iteration 108Q: 3 clusters Score -1.065085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -10650855.000000 Penalty: 3690.362061
	Iteration 109Q: 3 clusters Score -1.065086e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 84211 members 
Entering Unmasked Estep 
Score: -10650852.000000 Penalty: 3690.362061
	Iteration 110Q: 3 clusters Score -1.065085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -10650850.000000 Penalty: 3690.362061
	Iteration 111Q: 3 clusters Score -1.065085e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -10650861.000000 Penalty: 3690.362061
	Iteration 112Q: 3 clusters Score -1.065086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -10650865.000000 Penalty: 3690.362061
	Iteration 113Q: 3 clusters Score -1.065086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -10650867.000000 Penalty: 3690.362061
	Iteration 114Q: 3 clusters Score -1.065087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -10650880.000000 Penalty: 3690.362061
	Iteration 115Q: 3 clusters Score -1.065088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -10650860.000000 Penalty: 3690.362061
	Iteration 116Q: 3 clusters Score -1.065086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -10650872.000000 Penalty: 3690.362061
	Iteration 117Q: 3 clusters Score -1.065087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 84349 members 
Entering Unmasked Estep 
Score: -10650870.000000 Penalty: 3690.362061
	Iteration 118Q: 3 clusters Score -1.065087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -10650862.000000 Penalty: 3690.362061
	Iteration 119Q: 3 clusters Score -1.065086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -10650865.000000 Penalty: 3690.362061
	Iteration 120F: 3 clusters Score -1.065086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -10650856.000000 Penalty: 3690.362061
	Iteration 121Q: 3 clusters Score -1.065086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -10650856.000000 Penalty: 3690.362061
	Iteration 122Q: 3 clusters Score -1.065086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -10650856.000000 Penalty: 3690.362061
	Iteration 123Q: 3 clusters Score -1.065086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 84375 members 
Entering Unmasked Estep 
Score: -10650857.000000 Penalty: 3690.362061
	Iteration 124Q: 3 clusters Score -1.065086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -10650861.000000 Penalty: 3690.362061
	Iteration 125Q: 3 clusters Score -1.065086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -10650861.000000 Penalty: 3690.362061
	Iteration 126F: 3 clusters Score -1.065086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Entering Unmasked Estep 
Score: -11146085.000000 Penalty: 1852.484131
	Iteration 0F: 2 clusters Score -1.114608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -11088305.000000 Penalty: 3704.968262
	Iteration 0F: 3 clusters Score -1.10883e+07 nChanged 42669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -11113088.000000 Penalty: 3704.968262
	Iteration 1F: 3 clusters Score -1.111309e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -11113988.000000 Penalty: 3704.968262
	Iteration 2Q: 3 clusters Score -1.111399e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -11115583.000000 Penalty: 3704.968262
	Iteration 3Q: 3 clusters Score -1.111558e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -11118337.000000 Penalty: 3704.968262
	Iteration 4F: 3 clusters Score -1.111834e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -11123241.000000 Penalty: 3704.968262
	Iteration 5F: 3 clusters Score -1.112324e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -11130405.000000 Penalty: 3704.968262
	Iteration 6F: 3 clusters Score -1.11304e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -11137339.000000 Penalty: 3704.968262
	Iteration 7F: 3 clusters Score -1.113734e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 85144 members 
Entering Unmasked Estep 
Score: -11141371.000000 Penalty: 3704.968262
	Iteration 8F: 3 clusters Score -1.114137e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -11143274.000000 Penalty: 3704.968262
	Iteration 9Q: 3 clusters Score -1.114327e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -11143961.000000 Penalty: 3704.968262
	Iteration 10Q: 3 clusters Score -1.114396e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -11144220.000000 Penalty: 3704.968262
	Iteration 11Q: 3 clusters Score -1.114422e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 88995 members 
Entering Unmasked Estep 
Score: -11144367.000000 Penalty: 3704.968262
	Iteration 12Q: 3 clusters Score -1.114437e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -11144425.000000 Penalty: 3704.968262
	Iteration 13Q: 3 clusters Score -1.114442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 89068 members 
Entering Unmasked Estep 
Score: -11144460.000000 Penalty: 3704.968262
	Iteration 14Q: 3 clusters Score -1.114446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -11144482.000000 Penalty: 3704.968262
	Iteration 15Q: 3 clusters Score -1.114448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -11144503.000000 Penalty: 3704.968262
	Iteration 16Q: 3 clusters Score -1.11445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 89081 members 
Entering Unmasked Estep 
Score: -11144520.000000 Penalty: 3704.968262
	Iteration 17Q: 3 clusters Score -1.114452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 89084 members 
Entering Unmasked Estep 
Score: -11144525.000000 Penalty: 3704.968262
	Iteration 18Q: 3 clusters Score -1.114452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -11144534.000000 Penalty: 3704.968262
	Iteration 19Q: 3 clusters Score -1.114453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 89084 members 
Entering Unmasked Estep 
Score: -11144543.000000 Penalty: 3704.968262
	Iteration 20F: 3 clusters Score -1.114454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -11144540.000000 Penalty: 3704.968262
	Iteration 21Q: 3 clusters Score -1.114454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -11144549.000000 Penalty: 3704.968262
	Iteration 22Q: 3 clusters Score -1.114455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -11144545.000000 Penalty: 3704.968262
	Iteration 23Q: 3 clusters Score -1.114454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -11144545.000000 Penalty: 3704.968262
	Iteration 24F: 3 clusters Score -1.114454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -216929.984375 Penalty: 1225.437256
	Iteration 0F: 2 clusters Score -216930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -214959.281250 Penalty: 2450.874512
	Iteration 0F: 3 clusters Score -214959.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215589.484375 Penalty: 2450.874512
	Iteration 1F: 3 clusters Score -215589.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215837.359375 Penalty: 2450.874512
	Iteration 2F: 3 clusters Score -215837.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -216027.734375 Penalty: 2450.874512
	Iteration 3F: 3 clusters Score -216027.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -216189.421875 Penalty: 2450.874512
	Iteration 4F: 3 clusters Score -216189.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -216330.453125 Penalty: 2450.874512
	Iteration 5Q: 3 clusters Score -216330.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -216480.937500 Penalty: 2450.874512
	Iteration 6Q: 3 clusters Score -216480.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -216556.515625 Penalty: 2450.874512
	Iteration 7Q: 3 clusters Score -216556.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -216620.187500 Penalty: 2450.874512
	Iteration 8Q: 3 clusters Score -216620.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -216675.453125 Penalty: 2450.874512
	Iteration 9Q: 3 clusters Score -216675.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -216714.796875 Penalty: 2450.874512
	Iteration 10Q: 3 clusters Score -216714.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -216744.562500 Penalty: 2450.874512
	Iteration 11Q: 3 clusters Score -216744.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -216765.359375 Penalty: 2450.874512
	Iteration 12Q: 3 clusters Score -216765.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -216785.468750 Penalty: 2450.874512
	Iteration 13Q: 3 clusters Score -216785.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -216789.796875 Penalty: 2450.874512
	Iteration 14Q: 3 clusters Score -216789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -216792.468750 Penalty: 2450.874512
	Iteration 15Q: 3 clusters Score -216792.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -216797.656250 Penalty: 2450.874512
	Iteration 16Q: 3 clusters Score -216797.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -216803.703125 Penalty: 2450.874512
	Iteration 17Q: 3 clusters Score -216803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -216805.875000 Penalty: 2450.874512
	Iteration 18Q: 3 clusters Score -216805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -216807.968750 Penalty: 2450.874512
	Iteration 19Q: 3 clusters Score -216808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -216809.578125 Penalty: 2450.874512
	Iteration 20F: 3 clusters Score -216809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -216811.156250 Penalty: 2450.874512
	Iteration 21Q: 3 clusters Score -216811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -216811.625000 Penalty: 2450.874512
	Iteration 22Q: 3 clusters Score -216811.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -216811.625000 Penalty: 2450.874512
	Iteration 23F: 3 clusters Score -216811.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Entering Unmasked Estep 
Score: -433047.500000 Penalty: 1339.533325
	Iteration 0F: 2 clusters Score -433047.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -429821.843750 Penalty: 2679.066650
	Iteration 0F: 3 clusters Score -429821.8 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -430876.375000 Penalty: 2679.066650
	Iteration 1F: 3 clusters Score -430876.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -431384.062500 Penalty: 2679.066650
	Iteration 2F: 3 clusters Score -431384.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -431958.156250 Penalty: 2679.066650
	Iteration 3F: 3 clusters Score -431958.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -432418.875000 Penalty: 2679.066650
	Iteration 4F: 3 clusters Score -432418.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -432684.875000 Penalty: 2679.066650
	Iteration 5F: 3 clusters Score -432684.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -432801.031250 Penalty: 2679.066650
	Iteration 6Q: 3 clusters Score -432801 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -432855.500000 Penalty: 2679.066650
	Iteration 7Q: 3 clusters Score -432855.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -432891.968750 Penalty: 2679.066650
	Iteration 8Q: 3 clusters Score -432892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -432914.250000 Penalty: 2679.066650
	Iteration 9Q: 3 clusters Score -432914.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -432923.781250 Penalty: 2679.066650
	Iteration 10Q: 3 clusters Score -432923.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -432929.812500 Penalty: 2679.066650
	Iteration 11Q: 3 clusters Score -432929.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -432934.000000 Penalty: 2679.066650
	Iteration 12Q: 3 clusters Score -432934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -432935.375000 Penalty: 2679.066650
	Iteration 13Q: 3 clusters Score -432935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -432937.031250 Penalty: 2679.066650
	Iteration 14Q: 3 clusters Score -432937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -432938.281250 Penalty: 2679.066650
	Iteration 15Q: 3 clusters Score -432938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -432937.875000 Penalty: 2679.066650
	Iteration 16Q: 3 clusters Score -432937.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -432937.875000 Penalty: 2679.066650
	Iteration 17F: 3 clusters Score -432937.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -22086.011719 Penalty: 902.355896
	Iteration 0F: 2 clusters Score -22086.01 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 124 members 
Entering Unmasked Estep 
Score: -21313.144531 Penalty: 1804.711792
	Iteration 0F: 3 clusters Score -21313.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21428.880859 Penalty: 1804.711792
	Iteration 1F: 3 clusters Score -21428.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21505.359375 Penalty: 1804.711792
	Iteration 2F: 3 clusters Score -21505.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21539.425781 Penalty: 1804.711792
	Iteration 3Q: 3 clusters Score -21539.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21560.535156 Penalty: 1804.711792
	Iteration 4Q: 3 clusters Score -21560.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21569.351562 Penalty: 1804.711792
	Iteration 5Q: 3 clusters Score -21569.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21586.933594 Penalty: 1804.711792
	Iteration 6Q: 3 clusters Score -21586.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21586.933594 Penalty: 1804.711792
	Iteration 7F: 3 clusters Score -21586.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -44065.472656 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -44065.47 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 231 members 
Entering Unmasked Estep 
Score: -43123.429688 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -43123.43 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43620.832031 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -43620.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43860.402344 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -43860.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43984.960938 Penalty: 1997.557007
	Iteration 3F: 3 clusters Score -43984.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -44034.792969 Penalty: 1997.557007
	Iteration 4Q: 3 clusters Score -44034.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44045.304688 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -44045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44049.242188 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -44049.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44049.242188 Penalty: 1997.557007
	Iteration 7F: 3 clusters Score -44049.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Entering Unmasked Estep 
Score: -3441199.250000 Penalty: 1662.676514
	Iteration 0F: 2 clusters Score -3441199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3422394.250000 Penalty: 3325.353027
	Iteration 0F: 3 clusters Score -3422394 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3429747.500000 Penalty: 3325.353027
	Iteration 1F: 3 clusters Score -3429748 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3430343.000000 Penalty: 3325.353027
	Iteration 2Q: 3 clusters Score -3430343 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3431044.000000 Penalty: 3325.353027
	Iteration 3F: 3 clusters Score -3431044 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3431997.500000 Penalty: 3325.353027
	Iteration 4F: 3 clusters Score -3431998 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3433200.250000 Penalty: 3325.353027
	Iteration 5F: 3 clusters Score -3433200 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -3434550.000000 Penalty: 3325.353027
	Iteration 6F: 3 clusters Score -3434550 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3435795.250000 Penalty: 3325.353027
	Iteration 7F: 3 clusters Score -3435795 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3436729.250000 Penalty: 3325.353027
	Iteration 8Q: 3 clusters Score -3436729 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3437450.750000 Penalty: 3325.353027
	Iteration 9Q: 3 clusters Score -3437451 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3437930.250000 Penalty: 3325.353027
	Iteration 10Q: 3 clusters Score -3437930 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3438253.000000 Penalty: 3325.353027
	Iteration 11Q: 3 clusters Score -3438253 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3438485.500000 Penalty: 3325.353027
	Iteration 12Q: 3 clusters Score -3438486 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3438655.750000 Penalty: 3325.353027
	Iteration 13Q: 3 clusters Score -3438656 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3438815.750000 Penalty: 3325.353027
	Iteration 14Q: 3 clusters Score -3438816 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3438932.250000 Penalty: 3325.353027
	Iteration 15Q: 3 clusters Score -3438932 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3439030.250000 Penalty: 3325.353027
	Iteration 16Q: 3 clusters Score -3439030 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3439100.000000 Penalty: 3325.353027
	Iteration 17Q: 3 clusters Score -3439100 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3439152.000000 Penalty: 3325.353027
	Iteration 18Q: 3 clusters Score -3439152 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3439192.750000 Penalty: 3325.353027
	Iteration 19Q: 3 clusters Score -3439193 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3439217.500000 Penalty: 3325.353027
	Iteration 20F: 3 clusters Score -3439218 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3439237.750000 Penalty: 3325.353027
	Iteration 21Q: 3 clusters Score -3439238 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3439256.750000 Penalty: 3325.353027
	Iteration 22Q: 3 clusters Score -3439257 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3439272.250000 Penalty: 3325.353027
	Iteration 23Q: 3 clusters Score -3439272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3439283.750000 Penalty: 3325.353027
	Iteration 24Q: 3 clusters Score -3439284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3439313.500000 Penalty: 3325.353027
	Iteration 25Q: 3 clusters Score -3439314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3439308.250000 Penalty: 3325.353027
	Iteration 26Q: 3 clusters Score -3439308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3439318.500000 Penalty: 3325.353027
	Iteration 27Q: 3 clusters Score -3439318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3439324.750000 Penalty: 3325.353027
	Iteration 28Q: 3 clusters Score -3439325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3439323.250000 Penalty: 3325.353027
	Iteration 29Q: 3 clusters Score -3439323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3439328.000000 Penalty: 3325.353027
	Iteration 30Q: 3 clusters Score -3439328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3439325.250000 Penalty: 3325.353027
	Iteration 31Q: 3 clusters Score -3439325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3439325.750000 Penalty: 3325.353027
	Iteration 32Q: 3 clusters Score -3439326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3439328.000000 Penalty: 3325.353027
	Iteration 33Q: 3 clusters Score -3439328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3439330.750000 Penalty: 3325.353027
	Iteration 34Q: 3 clusters Score -3439331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3439331.000000 Penalty: 3325.353027
	Iteration 35Q: 3 clusters Score -3439331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3439333.000000 Penalty: 3325.353027
	Iteration 36Q: 3 clusters Score -3439333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3439341.250000 Penalty: 3325.353027
	Iteration 37Q: 3 clusters Score -3439341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3439346.500000 Penalty: 3325.353027
	Iteration 38Q: 3 clusters Score -3439346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3439349.000000 Penalty: 3325.353027
	Iteration 39Q: 3 clusters Score -3439349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3439357.500000 Penalty: 3325.353027
	Iteration 40F: 3 clusters Score -3439358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3439366.750000 Penalty: 3325.353027
	Iteration 41Q: 3 clusters Score -3439367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3439368.750000 Penalty: 3325.353027
	Iteration 42Q: 3 clusters Score -3439369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3439378.750000 Penalty: 3325.353027
	Iteration 43Q: 3 clusters Score -3439379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3439386.750000 Penalty: 3325.353027
	Iteration 44Q: 3 clusters Score -3439387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3439390.250000 Penalty: 3325.353027
	Iteration 45Q: 3 clusters Score -3439390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3439390.750000 Penalty: 3325.353027
	Iteration 46Q: 3 clusters Score -3439391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3439393.000000 Penalty: 3325.353027
	Iteration 47Q: 3 clusters Score -3439393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3439392.750000 Penalty: 3325.353027
	Iteration 48Q: 3 clusters Score -3439393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3439395.500000 Penalty: 3325.353027
	Iteration 49Q: 3 clusters Score -3439396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3439397.500000 Penalty: 3325.353027
	Iteration 50Q: 3 clusters Score -3439398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3439402.000000 Penalty: 3325.353027
	Iteration 51Q: 3 clusters Score -3439402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3439403.500000 Penalty: 3325.353027
	Iteration 52Q: 3 clusters Score -3439404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3439411.000000 Penalty: 3325.353027
	Iteration 53Q: 3 clusters Score -3439411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3439409.750000 Penalty: 3325.353027
	Iteration 54Q: 3 clusters Score -3439410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3439407.500000 Penalty: 3325.353027
	Iteration 55Q: 3 clusters Score -3439408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3439409.000000 Penalty: 3325.353027
	Iteration 56Q: 3 clusters Score -3439409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3439412.500000 Penalty: 3325.353027
	Iteration 57Q: 3 clusters Score -3439412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3439421.750000 Penalty: 3325.353027
	Iteration 58Q: 3 clusters Score -3439422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3439424.500000 Penalty: 3325.353027
	Iteration 59Q: 3 clusters Score -3439424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3439424.500000 Penalty: 3325.353027
	Iteration 60F: 3 clusters Score -3439424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3439424.500000 Penalty: 3325.353027
	Iteration 61Q: 3 clusters Score -3439424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3439418.000000 Penalty: 3325.353027
	Iteration 62Q: 3 clusters Score -3439418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3439420.500000 Penalty: 3325.353027
	Iteration 63Q: 3 clusters Score -3439420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3439422.750000 Penalty: 3325.353027
	Iteration 64Q: 3 clusters Score -3439423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3439415.500000 Penalty: 3325.353027
	Iteration 65Q: 3 clusters Score -3439416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3439421.000000 Penalty: 3325.353027
	Iteration 66Q: 3 clusters Score -3439421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3439422.000000 Penalty: 3325.353027
	Iteration 67Q: 3 clusters Score -3439422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3439427.000000 Penalty: 3325.353027
	Iteration 68Q: 3 clusters Score -3439427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3439420.750000 Penalty: 3325.353027
	Iteration 69Q: 3 clusters Score -3439421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3439425.000000 Penalty: 3325.353027
	Iteration 70Q: 3 clusters Score -3439425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3439424.750000 Penalty: 3325.353027
	Iteration 71Q: 3 clusters Score -3439425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3439420.250000 Penalty: 3325.353027
	Iteration 72Q: 3 clusters Score -3439420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3439420.250000 Penalty: 3325.353027
	Iteration 73F: 3 clusters Score -3439420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (96478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Entering Unmasked Estep 
Score: -11874984.000000 Penalty: 1865.023804
	Iteration 0F: 2 clusters Score -1.187498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -11811492.000000 Penalty: 3730.047607
	Iteration 0F: 3 clusters Score -1.181149e+07 nChanged 45912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -11838211.000000 Penalty: 3730.047607
	Iteration 1F: 3 clusters Score -1.183821e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -11839354.000000 Penalty: 3730.047607
	Iteration 2Q: 3 clusters Score -1.183935e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -11840919.000000 Penalty: 3730.047607
	Iteration 3Q: 3 clusters Score -1.184092e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -11842893.000000 Penalty: 3730.047607
	Iteration 4Q: 3 clusters Score -1.184289e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -11845827.000000 Penalty: 3730.047607
	Iteration 5F: 3 clusters Score -1.184583e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -11850133.000000 Penalty: 3730.047607
	Iteration 6F: 3 clusters Score -1.185013e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -11854860.000000 Penalty: 3730.047607
	Iteration 7F: 3 clusters Score -1.185486e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -11858712.000000 Penalty: 3730.047607
	Iteration 8F: 3 clusters Score -1.185871e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -11860579.000000 Penalty: 3730.047607
	Iteration 9Q: 3 clusters Score -1.186058e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -11861213.000000 Penalty: 3730.047607
	Iteration 10Q: 3 clusters Score -1.186121e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -11861456.000000 Penalty: 3730.047607
	Iteration 11Q: 3 clusters Score -1.186146e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -11861724.000000 Penalty: 3730.047607
	Iteration 12Q: 3 clusters Score -1.186172e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -11861870.000000 Penalty: 3730.047607
	Iteration 13Q: 3 clusters Score -1.186187e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -11861962.000000 Penalty: 3730.047607
	Iteration 14Q: 3 clusters Score -1.186196e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -11862017.000000 Penalty: 3730.047607
	Iteration 15Q: 3 clusters Score -1.186202e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -11862126.000000 Penalty: 3730.047607
	Iteration 16Q: 3 clusters Score -1.186213e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -11862233.000000 Penalty: 3730.047607
	Iteration 17Q: 3 clusters Score -1.186223e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -11862324.000000 Penalty: 3730.047607
	Iteration 18Q: 3 clusters Score -1.186232e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -11862375.000000 Penalty: 3730.047607
	Iteration 19Q: 3 clusters Score -1.186238e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -11862459.000000 Penalty: 3730.047607
	Iteration 20F: 3 clusters Score -1.186246e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -11862476.000000 Penalty: 3730.047607
	Iteration 21Q: 3 clusters Score -1.186248e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -11862519.000000 Penalty: 3730.047607
	Iteration 22Q: 3 clusters Score -1.186252e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -11862507.000000 Penalty: 3730.047607
	Iteration 23Q: 3 clusters Score -1.186251e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -11862499.000000 Penalty: 3730.047607
	Iteration 24Q: 3 clusters Score -1.18625e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -11862539.000000 Penalty: 3730.047607
	Iteration 25Q: 3 clusters Score -1.186254e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -11862567.000000 Penalty: 3730.047607
	Iteration 26Q: 3 clusters Score -1.186257e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -11862591.000000 Penalty: 3730.047607
	Iteration 27Q: 3 clusters Score -1.186259e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -11862601.000000 Penalty: 3730.047607
	Iteration 28Q: 3 clusters Score -1.18626e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -11862600.000000 Penalty: 3730.047607
	Iteration 29Q: 3 clusters Score -1.18626e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -11862644.000000 Penalty: 3730.047607
	Iteration 30Q: 3 clusters Score -1.186264e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -11862650.000000 Penalty: 3730.047607
	Iteration 31Q: 3 clusters Score -1.186265e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -11862653.000000 Penalty: 3730.047607
	Iteration 32Q: 3 clusters Score -1.186265e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -11862646.000000 Penalty: 3730.047607
	Iteration 33Q: 3 clusters Score -1.186265e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -11862639.000000 Penalty: 3730.047607
	Iteration 34Q: 3 clusters Score -1.186264e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -11862706.000000 Penalty: 3730.047607
	Iteration 35Q: 3 clusters Score -1.186271e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -11862738.000000 Penalty: 3730.047607
	Iteration 36Q: 3 clusters Score -1.186274e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -11862824.000000 Penalty: 3730.047607
	Iteration 37Q: 3 clusters Score -1.186282e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -11862857.000000 Penalty: 3730.047607
	Iteration 38Q: 3 clusters Score -1.186286e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -11862938.000000 Penalty: 3730.047607
	Iteration 39Q: 3 clusters Score -1.186294e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -11863050.000000 Penalty: 3730.047607
	Iteration 40F: 3 clusters Score -1.186305e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -11863174.000000 Penalty: 3730.047607
	Iteration 41Q: 3 clusters Score -1.186317e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -11863320.000000 Penalty: 3730.047607
	Iteration 42Q: 3 clusters Score -1.186332e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -11863407.000000 Penalty: 3730.047607
	Iteration 43Q: 3 clusters Score -1.186341e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -11863501.000000 Penalty: 3730.047607
	Iteration 44Q: 3 clusters Score -1.18635e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -11863616.000000 Penalty: 3730.047607
	Iteration 45Q: 3 clusters Score -1.186362e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -11863732.000000 Penalty: 3730.047607
	Iteration 46Q: 3 clusters Score -1.186373e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -11863784.000000 Penalty: 3730.047607
	Iteration 47Q: 3 clusters Score -1.186378e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -11863977.000000 Penalty: 3730.047607
	Iteration 48Q: 3 clusters Score -1.186398e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -11864195.000000 Penalty: 3730.047607
	Iteration 49Q: 3 clusters Score -1.18642e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -11864381.000000 Penalty: 3730.047607
	Iteration 50Q: 3 clusters Score -1.186438e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -11864606.000000 Penalty: 3730.047607
	Iteration 51Q: 3 clusters Score -1.186461e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -11864807.000000 Penalty: 3730.047607
	Iteration 52Q: 3 clusters Score -1.186481e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -11865058.000000 Penalty: 3730.047607
	Iteration 53Q: 3 clusters Score -1.186506e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -11865380.000000 Penalty: 3730.047607
	Iteration 54Q: 3 clusters Score -1.186538e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -11865645.000000 Penalty: 3730.047607
	Iteration 55Q: 3 clusters Score -1.186564e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -11865991.000000 Penalty: 3730.047607
	Iteration 56Q: 3 clusters Score -1.186599e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -11866322.000000 Penalty: 3730.047607
	Iteration 57Q: 3 clusters Score -1.186632e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -11866621.000000 Penalty: 3730.047607
	Iteration 58Q: 3 clusters Score -1.186662e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -11866994.000000 Penalty: 3730.047607
	Iteration 59Q: 3 clusters Score -1.186699e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -11867287.000000 Penalty: 3730.047607
	Iteration 60F: 3 clusters Score -1.186729e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -11867610.000000 Penalty: 3730.047607
	Iteration 61Q: 3 clusters Score -1.186761e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -11867887.000000 Penalty: 3730.047607
	Iteration 62Q: 3 clusters Score -1.186789e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -11868196.000000 Penalty: 3730.047607
	Iteration 63Q: 3 clusters Score -1.18682e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -11868655.000000 Penalty: 3730.047607
	Iteration 64Q: 3 clusters Score -1.186866e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -11869137.000000 Penalty: 3730.047607
	Iteration 65Q: 3 clusters Score -1.186914e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -11869600.000000 Penalty: 3730.047607
	Iteration 66Q: 3 clusters Score -1.18696e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -11870029.000000 Penalty: 3730.047607
	Iteration 67Q: 3 clusters Score -1.187003e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 84976 members 
Entering Unmasked Estep 
Score: -11870438.000000 Penalty: 3730.047607
	Iteration 68Q: 3 clusters Score -1.187044e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 85651 members 
Entering Unmasked Estep 
Score: -11870715.000000 Penalty: 3730.047607
	Iteration 69Q: 3 clusters Score -1.187072e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -11870965.000000 Penalty: 3730.047607
	Iteration 70Q: 3 clusters Score -1.187096e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -11871190.000000 Penalty: 3730.047607
	Iteration 71Q: 3 clusters Score -1.187119e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -11871363.000000 Penalty: 3730.047607
	Iteration 72Q: 3 clusters Score -1.187136e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -11871629.000000 Penalty: 3730.047607
	Iteration 73Q: 3 clusters Score -1.187163e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -11871789.000000 Penalty: 3730.047607
	Iteration 74Q: 3 clusters Score -1.187179e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -11871937.000000 Penalty: 3730.047607
	Iteration 75Q: 3 clusters Score -1.187194e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -11872070.000000 Penalty: 3730.047607
	Iteration 76Q: 3 clusters Score -1.187207e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -11872188.000000 Penalty: 3730.047607
	Iteration 77Q: 3 clusters Score -1.187219e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -11872330.000000 Penalty: 3730.047607
	Iteration 78Q: 3 clusters Score -1.187233e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 90628 members 
Entering Unmasked Estep 
Score: -11872458.000000 Penalty: 3730.047607
	Iteration 79Q: 3 clusters Score -1.187246e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 91010 members 
Entering Unmasked Estep 
Score: -11872562.000000 Penalty: 3730.047607
	Iteration 80F: 3 clusters Score -1.187256e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -11872698.000000 Penalty: 3730.047607
	Iteration 81Q: 3 clusters Score -1.18727e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
Score: -11872781.000000 Penalty: 3730.047607
	Iteration 82Q: 3 clusters Score -1.187278e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 92067 members 
Entering Unmasked Estep 
Score: -11872832.000000 Penalty: 3730.047607
	Iteration 83Q: 3 clusters Score -1.187283e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -11872895.000000 Penalty: 3730.047607
	Iteration 84Q: 3 clusters Score -1.18729e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -11873009.000000 Penalty: 3730.047607
	Iteration 85Q: 3 clusters Score -1.187301e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -11873062.000000 Penalty: 3730.047607
	Iteration 86Q: 3 clusters Score -1.187306e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -11873128.000000 Penalty: 3730.047607
	Iteration 87Q: 3 clusters Score -1.187313e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 93395 members 
Entering Unmasked Estep 
Score: -11873234.000000 Penalty: 3730.047607
	Iteration 88Q: 3 clusters Score -1.187323e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -11873281.000000 Penalty: 3730.047607
	Iteration 89Q: 3 clusters Score -1.187328e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -11873363.000000 Penalty: 3730.047607
	Iteration 90Q: 3 clusters Score -1.187336e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -11873371.000000 Penalty: 3730.047607
	Iteration 91Q: 3 clusters Score -1.187337e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 94023 members 
Entering Unmasked Estep 
Score: -11873409.000000 Penalty: 3730.047607
	Iteration 92Q: 3 clusters Score -1.187341e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -11873471.000000 Penalty: 3730.047607
	Iteration 93Q: 3 clusters Score -1.187347e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -11873512.000000 Penalty: 3730.047607
	Iteration 94Q: 3 clusters Score -1.187351e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 94328 members 
Entering Unmasked Estep 
Score: -11873510.000000 Penalty: 3730.047607
	Iteration 95Q: 3 clusters Score -1.187351e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -11873516.000000 Penalty: 3730.047607
	Iteration 96Q: 3 clusters Score -1.187352e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 94447 members 
Entering Unmasked Estep 
Score: -11873502.000000 Penalty: 3730.047607
	Iteration 97Q: 3 clusters Score -1.18735e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 94478 members 
Entering Unmasked Estep 
Score: -11873511.000000 Penalty: 3730.047607
	Iteration 98Q: 3 clusters Score -1.187351e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -11873513.000000 Penalty: 3730.047607
	Iteration 99Q: 3 clusters Score -1.187351e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -11873515.000000 Penalty: 3730.047607
	Iteration 100F: 3 clusters Score -1.187352e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 94580 members 
Entering Unmasked Estep 
Score: -11873492.000000 Penalty: 3730.047607
	Iteration 101Q: 3 clusters Score -1.187349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -11873504.000000 Penalty: 3730.047607
	Iteration 102Q: 3 clusters Score -1.18735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -11873499.000000 Penalty: 3730.047607
	Iteration 103Q: 3 clusters Score -1.18735e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 94669 members 
Entering Unmasked Estep 
Score: -11873509.000000 Penalty: 3730.047607
	Iteration 104Q: 3 clusters Score -1.187351e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -11873535.000000 Penalty: 3730.047607
	Iteration 105Q: 3 clusters Score -1.187354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -11873527.000000 Penalty: 3730.047607
	Iteration 106Q: 3 clusters Score -1.187353e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -11873546.000000 Penalty: 3730.047607
	Iteration 107Q: 3 clusters Score -1.187355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -11873542.000000 Penalty: 3730.047607
	Iteration 108Q: 3 clusters Score -1.187354e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -11873574.000000 Penalty: 3730.047607
	Iteration 109Q: 3 clusters Score -1.187357e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 94886 members 
Entering Unmasked Estep 
Score: -11873577.000000 Penalty: 3730.047607
	Iteration 110Q: 3 clusters Score -1.187358e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -11873576.000000 Penalty: 3730.047607
	Iteration 111Q: 3 clusters Score -1.187358e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 94946 members 
Entering Unmasked Estep 
Score: -11873587.000000 Penalty: 3730.047607
	Iteration 112Q: 3 clusters Score -1.187359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 94970 members 
Entering Unmasked Estep 
Score: -11873585.000000 Penalty: 3730.047607
	Iteration 113Q: 3 clusters Score -1.187358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -11873600.000000 Penalty: 3730.047607
	Iteration 114Q: 3 clusters Score -1.18736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -11873603.000000 Penalty: 3730.047607
	Iteration 115Q: 3 clusters Score -1.18736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 95019 members 
Entering Unmasked Estep 
Score: -11873598.000000 Penalty: 3730.047607
	Iteration 116Q: 3 clusters Score -1.18736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -11873626.000000 Penalty: 3730.047607
	Iteration 117Q: 3 clusters Score -1.187363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -11873597.000000 Penalty: 3730.047607
	Iteration 118Q: 3 clusters Score -1.18736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 95043 members 
Entering Unmasked Estep 
Score: -11873612.000000 Penalty: 3730.047607
	Iteration 119Q: 3 clusters Score -1.187361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -11873616.000000 Penalty: 3730.047607
	Iteration 120F: 3 clusters Score -1.187362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -11873606.000000 Penalty: 3730.047607
	Iteration 121Q: 3 clusters Score -1.187361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 95077 members 
Entering Unmasked Estep 
Score: -11873614.000000 Penalty: 3730.047607
	Iteration 122Q: 3 clusters Score -1.187361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -11873622.000000 Penalty: 3730.047607
	Iteration 123Q: 3 clusters Score -1.187362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -11873617.000000 Penalty: 3730.047607
	Iteration 124Q: 3 clusters Score -1.187362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -11873632.000000 Penalty: 3730.047607
	Iteration 125Q: 3 clusters Score -1.187363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 95098 members 
Entering Unmasked Estep 
Score: -11873632.000000 Penalty: 3730.047607
	Iteration 126Q: 3 clusters Score -1.187363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -11873639.000000 Penalty: 3730.047607
	Iteration 127Q: 3 clusters Score -1.187364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -11873636.000000 Penalty: 3730.047607
	Iteration 128Q: 3 clusters Score -1.187364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -11873637.000000 Penalty: 3730.047607
	Iteration 129Q: 3 clusters Score -1.187364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 95105 members 
Entering Unmasked Estep 
Score: -11873625.000000 Penalty: 3730.047607
	Iteration 130Q: 3 clusters Score -1.187362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -11873623.000000 Penalty: 3730.047607
	Iteration 131Q: 3 clusters Score -1.187362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -11873625.000000 Penalty: 3730.047607
	Iteration 132Q: 3 clusters Score -1.187362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -11873625.000000 Penalty: 3730.047607
	Iteration 133Q: 3 clusters Score -1.187362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -11873623.000000 Penalty: 3730.047607
	Iteration 134Q: 3 clusters Score -1.187362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -11873623.000000 Penalty: 3730.047607
	Iteration 135F: 3 clusters Score -1.187362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -212633.359375 Penalty: 1222.828857
	Iteration 0F: 2 clusters Score -212633.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -210628.453125 Penalty: 2445.657715
	Iteration 0F: 3 clusters Score -210628.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -211112.890625 Penalty: 2445.657715
	Iteration 1F: 3 clusters Score -211112.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -211286.640625 Penalty: 2445.657715
	Iteration 2F: 3 clusters Score -211286.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -211399.046875 Penalty: 2445.657715
	Iteration 3F: 3 clusters Score -211399 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -211502.312500 Penalty: 2445.657715
	Iteration 4Q: 3 clusters Score -211502.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -211557.140625 Penalty: 2445.657715
	Iteration 5Q: 3 clusters Score -211557.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -211605.406250 Penalty: 2445.657715
	Iteration 6Q: 3 clusters Score -211605.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -211652.156250 Penalty: 2445.657715
	Iteration 7Q: 3 clusters Score -211652.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -211683.468750 Penalty: 2445.657715
	Iteration 8Q: 3 clusters Score -211683.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -211707.421875 Penalty: 2445.657715
	Iteration 9Q: 3 clusters Score -211707.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -211737.671875 Penalty: 2445.657715
	Iteration 10Q: 3 clusters Score -211737.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -211762.359375 Penalty: 2445.657715
	Iteration 11Q: 3 clusters Score -211762.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -211788.953125 Penalty: 2445.657715
	Iteration 12Q: 3 clusters Score -211789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -211810.796875 Penalty: 2445.657715
	Iteration 13Q: 3 clusters Score -211810.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -211835.312500 Penalty: 2445.657715
	Iteration 14Q: 3 clusters Score -211835.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -211850.562500 Penalty: 2445.657715
	Iteration 15Q: 3 clusters Score -211850.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -211862.140625 Penalty: 2445.657715
	Iteration 16Q: 3 clusters Score -211862.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -211874.203125 Penalty: 2445.657715
	Iteration 17Q: 3 clusters Score -211874.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -211883.312500 Penalty: 2445.657715
	Iteration 18Q: 3 clusters Score -211883.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -211890.578125 Penalty: 2445.657715
	Iteration 19Q: 3 clusters Score -211890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -211895.546875 Penalty: 2445.657715
	Iteration 20F: 3 clusters Score -211895.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -211902.484375 Penalty: 2445.657715
	Iteration 21Q: 3 clusters Score -211902.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -211913.484375 Penalty: 2445.657715
	Iteration 22Q: 3 clusters Score -211913.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -211930.484375 Penalty: 2445.657715
	Iteration 23Q: 3 clusters Score -211930.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -211942.890625 Penalty: 2445.657715
	Iteration 24Q: 3 clusters Score -211942.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -211958.421875 Penalty: 2445.657715
	Iteration 25Q: 3 clusters Score -211958.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -211970.406250 Penalty: 2445.657715
	Iteration 26Q: 3 clusters Score -211970.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -211993.640625 Penalty: 2445.657715
	Iteration 27Q: 3 clusters Score -211993.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212025.156250 Penalty: 2445.657715
	Iteration 28Q: 3 clusters Score -212025.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -212064.406250 Penalty: 2445.657715
	Iteration 29Q: 3 clusters Score -212064.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -212102.437500 Penalty: 2445.657715
	Iteration 30Q: 3 clusters Score -212102.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -212128.312500 Penalty: 2445.657715
	Iteration 31Q: 3 clusters Score -212128.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -212152.390625 Penalty: 2445.657715
	Iteration 32Q: 3 clusters Score -212152.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -212173.828125 Penalty: 2445.657715
	Iteration 33Q: 3 clusters Score -212173.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -212195.531250 Penalty: 2445.657715
	Iteration 34Q: 3 clusters Score -212195.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -212213.703125 Penalty: 2445.657715
	Iteration 35Q: 3 clusters Score -212213.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -212221.562500 Penalty: 2445.657715
	Iteration 36Q: 3 clusters Score -212221.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -212226.312500 Penalty: 2445.657715
	Iteration 37Q: 3 clusters Score -212226.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -212229.078125 Penalty: 2445.657715
	Iteration 38Q: 3 clusters Score -212229.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -212231.984375 Penalty: 2445.657715
	Iteration 39Q: 3 clusters Score -212232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -212234.265625 Penalty: 2445.657715
	Iteration 40F: 3 clusters Score -212234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -212235.359375 Penalty: 2445.657715
	Iteration 41Q: 3 clusters Score -212235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -212236.437500 Penalty: 2445.657715
	Iteration 42Q: 3 clusters Score -212236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -212237.390625 Penalty: 2445.657715
	Iteration 43Q: 3 clusters Score -212237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -212238.078125 Penalty: 2445.657715
	Iteration 44Q: 3 clusters Score -212238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -212238.078125 Penalty: 2445.657715
	Iteration 45F: 3 clusters Score -212238.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Entering Unmasked Estep 
Score: -1310563.625000 Penalty: 1510.922607
	Iteration 0F: 2 clusters Score -1310564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1302883.375000 Penalty: 3021.845215
	Iteration 0F: 3 clusters Score -1302883 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1305520.250000 Penalty: 3021.845215
	Iteration 1F: 3 clusters Score -1305520 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1305839.000000 Penalty: 3021.845215
	Iteration 2F: 3 clusters Score -1305839 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1306097.375000 Penalty: 3021.845215
	Iteration 3F: 3 clusters Score -1306097 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1306385.125000 Penalty: 3021.845215
	Iteration 4Q: 3 clusters Score -1306385 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1306761.500000 Penalty: 3021.845215
	Iteration 5F: 3 clusters Score -1306762 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1307253.125000 Penalty: 3021.845215
	Iteration 6F: 3 clusters Score -1307253 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1307838.500000 Penalty: 3021.845215
	Iteration 7F: 3 clusters Score -1307838 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1308323.125000 Penalty: 3021.845215
	Iteration 8F: 3 clusters Score -1308323 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1308661.000000 Penalty: 3021.845215
	Iteration 9F: 3 clusters Score -1308661 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1308848.875000 Penalty: 3021.845215
	Iteration 10Q: 3 clusters Score -1308849 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1308973.500000 Penalty: 3021.845215
	Iteration 11Q: 3 clusters Score -1308974 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1309080.875000 Penalty: 3021.845215
	Iteration 12Q: 3 clusters Score -1309081 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1309185.500000 Penalty: 3021.845215
	Iteration 13Q: 3 clusters Score -1309186 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1309281.625000 Penalty: 3021.845215
	Iteration 14Q: 3 clusters Score -1309282 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1309361.875000 Penalty: 3021.845215
	Iteration 15Q: 3 clusters Score -1309362 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1309423.750000 Penalty: 3021.845215
	Iteration 16Q: 3 clusters Score -1309424 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1309484.500000 Penalty: 3021.845215
	Iteration 17Q: 3 clusters Score -1309484 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1309521.250000 Penalty: 3021.845215
	Iteration 18Q: 3 clusters Score -1309521 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1309546.250000 Penalty: 3021.845215
	Iteration 19Q: 3 clusters Score -1309546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1309566.250000 Penalty: 3021.845215
	Iteration 20F: 3 clusters Score -1309566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1309586.375000 Penalty: 3021.845215
	Iteration 21Q: 3 clusters Score -1309586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1309602.250000 Penalty: 3021.845215
	Iteration 22Q: 3 clusters Score -1309602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1309615.875000 Penalty: 3021.845215
	Iteration 23Q: 3 clusters Score -1309616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1309621.875000 Penalty: 3021.845215
	Iteration 24Q: 3 clusters Score -1309622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1309641.625000 Penalty: 3021.845215
	Iteration 25Q: 3 clusters Score -1309642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1309655.500000 Penalty: 3021.845215
	Iteration 26Q: 3 clusters Score -1309656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1309662.250000 Penalty: 3021.845215
	Iteration 27Q: 3 clusters Score -1309662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1309670.250000 Penalty: 3021.845215
	Iteration 28Q: 3 clusters Score -1309670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1309681.625000 Penalty: 3021.845215
	Iteration 29Q: 3 clusters Score -1309682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1309690.375000 Penalty: 3021.845215
	Iteration 30Q: 3 clusters Score -1309690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1309701.375000 Penalty: 3021.845215
	Iteration 31Q: 3 clusters Score -1309701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1309713.500000 Penalty: 3021.845215
	Iteration 32Q: 3 clusters Score -1309714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1309721.125000 Penalty: 3021.845215
	Iteration 33Q: 3 clusters Score -1309721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1309727.000000 Penalty: 3021.845215
	Iteration 34Q: 3 clusters Score -1309727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1309734.250000 Penalty: 3021.845215
	Iteration 35Q: 3 clusters Score -1309734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1309734.750000 Penalty: 3021.845215
	Iteration 36Q: 3 clusters Score -1309735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1309740.125000 Penalty: 3021.845215
	Iteration 37Q: 3 clusters Score -1309740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1309744.500000 Penalty: 3021.845215
	Iteration 38Q: 3 clusters Score -1309744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1309745.625000 Penalty: 3021.845215
	Iteration 39Q: 3 clusters Score -1309746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1309752.750000 Penalty: 3021.845215
	Iteration 40F: 3 clusters Score -1309753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1309760.125000 Penalty: 3021.845215
	Iteration 41Q: 3 clusters Score -1309760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1309772.250000 Penalty: 3021.845215
	Iteration 42Q: 3 clusters Score -1309772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1309779.625000 Penalty: 3021.845215
	Iteration 43Q: 3 clusters Score -1309780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1309785.625000 Penalty: 3021.845215
	Iteration 44Q: 3 clusters Score -1309786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1309792.375000 Penalty: 3021.845215
	Iteration 45Q: 3 clusters Score -1309792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1309799.750000 Penalty: 3021.845215
	Iteration 46Q: 3 clusters Score -1309800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1309802.750000 Penalty: 3021.845215
	Iteration 47Q: 3 clusters Score -1309803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1309808.750000 Penalty: 3021.845215
	Iteration 48Q: 3 clusters Score -1309809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1309811.500000 Penalty: 3021.845215
	Iteration 49Q: 3 clusters Score -1309812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1309811.125000 Penalty: 3021.845215
	Iteration 50Q: 3 clusters Score -1309811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1309816.875000 Penalty: 3021.845215
	Iteration 51Q: 3 clusters Score -1309817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1309817.875000 Penalty: 3021.845215
	Iteration 52Q: 3 clusters Score -1309818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1309821.125000 Penalty: 3021.845215
	Iteration 53Q: 3 clusters Score -1309821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1309821.875000 Penalty: 3021.845215
	Iteration 54Q: 3 clusters Score -1309822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1309821.250000 Penalty: 3021.845215
	Iteration 55Q: 3 clusters Score -1309821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1309821.250000 Penalty: 3021.845215
	Iteration 56F: 3 clusters Score -1309821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Entering Unmasked Estep 
Score: -1062682.375000 Penalty: 1474.535156
	Iteration 0F: 2 clusters Score -1062682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1056260.625000 Penalty: 2949.070312
	Iteration 0F: 3 clusters Score -1056261 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1058224.125000 Penalty: 2949.070312
	Iteration 1F: 3 clusters Score -1058224 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1058459.875000 Penalty: 2949.070312
	Iteration 2F: 3 clusters Score -1058460 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1058655.375000 Penalty: 2949.070312
	Iteration 3Q: 3 clusters Score -1058655 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1058837.375000 Penalty: 2949.070312
	Iteration 4Q: 3 clusters Score -1058837 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1059036.375000 Penalty: 2949.070312
	Iteration 5Q: 3 clusters Score -1059036 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1059214.000000 Penalty: 2949.070312
	Iteration 6Q: 3 clusters Score -1059214 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1059419.375000 Penalty: 2949.070312
	Iteration 7Q: 3 clusters Score -1059419 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1059620.875000 Penalty: 2949.070312
	Iteration 8Q: 3 clusters Score -1059621 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1059804.625000 Penalty: 2949.070312
	Iteration 9Q: 3 clusters Score -1059805 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1059958.125000 Penalty: 2949.070312
	Iteration 10Q: 3 clusters Score -1059958 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1060085.625000 Penalty: 2949.070312
	Iteration 11Q: 3 clusters Score -1060086 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1060197.250000 Penalty: 2949.070312
	Iteration 12Q: 3 clusters Score -1060197 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1060309.250000 Penalty: 2949.070312
	Iteration 13Q: 3 clusters Score -1060309 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1060417.250000 Penalty: 2949.070312
	Iteration 14Q: 3 clusters Score -1060417 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1060519.750000 Penalty: 2949.070312
	Iteration 15Q: 3 clusters Score -1060520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1060661.125000 Penalty: 2949.070312
	Iteration 16Q: 3 clusters Score -1060661 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1060835.375000 Penalty: 2949.070312
	Iteration 17Q: 3 clusters Score -1060835 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1060992.250000 Penalty: 2949.070312
	Iteration 18Q: 3 clusters Score -1060992 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1061132.375000 Penalty: 2949.070312
	Iteration 19Q: 3 clusters Score -1061132 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1061248.625000 Penalty: 2949.070312
	Iteration 20F: 3 clusters Score -1061249 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1061323.125000 Penalty: 2949.070312
	Iteration 21Q: 3 clusters Score -1061323 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1061374.625000 Penalty: 2949.070312
	Iteration 22Q: 3 clusters Score -1061375 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1061408.375000 Penalty: 2949.070312
	Iteration 23Q: 3 clusters Score -1061408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1061426.625000 Penalty: 2949.070312
	Iteration 24Q: 3 clusters Score -1061427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1061447.750000 Penalty: 2949.070312
	Iteration 25Q: 3 clusters Score -1061448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1061463.125000 Penalty: 2949.070312
	Iteration 26Q: 3 clusters Score -1061463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1061472.750000 Penalty: 2949.070312
	Iteration 27Q: 3 clusters Score -1061473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1061478.250000 Penalty: 2949.070312
	Iteration 28Q: 3 clusters Score -1061478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1061484.875000 Penalty: 2949.070312
	Iteration 29Q: 3 clusters Score -1061485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1061489.625000 Penalty: 2949.070312
	Iteration 30Q: 3 clusters Score -1061490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1061494.375000 Penalty: 2949.070312
	Iteration 31Q: 3 clusters Score -1061494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1061498.000000 Penalty: 2949.070312
	Iteration 32Q: 3 clusters Score -1061498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1061505.375000 Penalty: 2949.070312
	Iteration 33Q: 3 clusters Score -1061505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1061507.125000 Penalty: 2949.070312
	Iteration 34Q: 3 clusters Score -1061507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1061507.250000 Penalty: 2949.070312
	Iteration 35Q: 3 clusters Score -1061507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1061509.875000 Penalty: 2949.070312
	Iteration 36Q: 3 clusters Score -1061510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1061510.000000 Penalty: 2949.070312
	Iteration 37Q: 3 clusters Score -1061510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1061510.375000 Penalty: 2949.070312
	Iteration 38Q: 3 clusters Score -1061510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1061508.500000 Penalty: 2949.070312
	Iteration 39Q: 3 clusters Score -1061508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1061511.125000 Penalty: 2949.070312
	Iteration 40F: 3 clusters Score -1061511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1061511.875000 Penalty: 2949.070312
	Iteration 41Q: 3 clusters Score -1061512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1061511.875000 Penalty: 2949.070312
	Iteration 42Q: 3 clusters Score -1061512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1061513.375000 Penalty: 2949.070312
	Iteration 43Q: 3 clusters Score -1061513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1061513.250000 Penalty: 2949.070312
	Iteration 44Q: 3 clusters Score -1061513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1061514.250000 Penalty: 2949.070312
	Iteration 45Q: 3 clusters Score -1061514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1061514.875000 Penalty: 2949.070312
	Iteration 46Q: 3 clusters Score -1061515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1061514.125000 Penalty: 2949.070312
	Iteration 47Q: 3 clusters Score -1061514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1061514.500000 Penalty: 2949.070312
	Iteration 48Q: 3 clusters Score -1061514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1061514.875000 Penalty: 2949.070312
	Iteration 49Q: 3 clusters Score -1061515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1061514.875000 Penalty: 2949.070312
	Iteration 50F: 3 clusters Score -1061515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -219052.843750 Penalty: 1230.531738
	Iteration 0F: 2 clusters Score -219052.8 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 985 members 
Entering Unmasked Estep 
Score: -217006.062500 Penalty: 2461.063477
	Iteration 0F: 3 clusters Score -217006.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -217492.125000 Penalty: 2461.063477
	Iteration 1F: 3 clusters Score -217492.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217616.125000 Penalty: 2461.063477
	Iteration 2F: 3 clusters Score -217616.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217693.203125 Penalty: 2461.063477
	Iteration 3F: 3 clusters Score -217693.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -217752.875000 Penalty: 2461.063477
	Iteration 4Q: 3 clusters Score -217752.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -217806.312500 Penalty: 2461.063477
	Iteration 5Q: 3 clusters Score -217806.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217846.531250 Penalty: 2461.063477
	Iteration 6Q: 3 clusters Score -217846.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -217880.343750 Penalty: 2461.063477
	Iteration 7Q: 3 clusters Score -217880.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -217909.265625 Penalty: 2461.063477
	Iteration 8Q: 3 clusters Score -217909.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -217936.953125 Penalty: 2461.063477
	Iteration 9Q: 3 clusters Score -217937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -217972.203125 Penalty: 2461.063477
	Iteration 10Q: 3 clusters Score -217972.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -218006.218750 Penalty: 2461.063477
	Iteration 11Q: 3 clusters Score -218006.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -218033.890625 Penalty: 2461.063477
	Iteration 12Q: 3 clusters Score -218033.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -218067.625000 Penalty: 2461.063477
	Iteration 13Q: 3 clusters Score -218067.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -218104.671875 Penalty: 2461.063477
	Iteration 14Q: 3 clusters Score -218104.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -218151.250000 Penalty: 2461.063477
	Iteration 15Q: 3 clusters Score -218151.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -218182.109375 Penalty: 2461.063477
	Iteration 16Q: 3 clusters Score -218182.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -218219.984375 Penalty: 2461.063477
	Iteration 17Q: 3 clusters Score -218220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -218263.750000 Penalty: 2461.063477
	Iteration 18Q: 3 clusters Score -218263.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -218302.906250 Penalty: 2461.063477
	Iteration 19Q: 3 clusters Score -218302.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -218337.187500 Penalty: 2461.063477
	Iteration 20F: 3 clusters Score -218337.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -218365.796875 Penalty: 2461.063477
	Iteration 21Q: 3 clusters Score -218365.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -218386.453125 Penalty: 2461.063477
	Iteration 22Q: 3 clusters Score -218386.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -218408.609375 Penalty: 2461.063477
	Iteration 23Q: 3 clusters Score -218408.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -218431.937500 Penalty: 2461.063477
	Iteration 24Q: 3 clusters Score -218431.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -218458.156250 Penalty: 2461.063477
	Iteration 25Q: 3 clusters Score -218458.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -218480.187500 Penalty: 2461.063477
	Iteration 26Q: 3 clusters Score -218480.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -218502.718750 Penalty: 2461.063477
	Iteration 27Q: 3 clusters Score -218502.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -218515.625000 Penalty: 2461.063477
	Iteration 28Q: 3 clusters Score -218515.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -218530.546875 Penalty: 2461.063477
	Iteration 29Q: 3 clusters Score -218530.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -218542.718750 Penalty: 2461.063477
	Iteration 30Q: 3 clusters Score -218542.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -218549.343750 Penalty: 2461.063477
	Iteration 31Q: 3 clusters Score -218549.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -218556.640625 Penalty: 2461.063477
	Iteration 32Q: 3 clusters Score -218556.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -218563.140625 Penalty: 2461.063477
	Iteration 33Q: 3 clusters Score -218563.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -218568.812500 Penalty: 2461.063477
	Iteration 34Q: 3 clusters Score -218568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -218571.109375 Penalty: 2461.063477
	Iteration 35Q: 3 clusters Score -218571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -218573.625000 Penalty: 2461.063477
	Iteration 36Q: 3 clusters Score -218573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -218579.781250 Penalty: 2461.063477
	Iteration 37Q: 3 clusters Score -218579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -218583.046875 Penalty: 2461.063477
	Iteration 38Q: 3 clusters Score -218583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -218585.296875 Penalty: 2461.063477
	Iteration 39Q: 3 clusters Score -218585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -218587.562500 Penalty: 2461.063477
	Iteration 40F: 3 clusters Score -218587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -218589.625000 Penalty: 2461.063477
	Iteration 41Q: 3 clusters Score -218589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -218590.078125 Penalty: 2461.063477
	Iteration 42Q: 3 clusters Score -218590.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -218591.468750 Penalty: 2461.063477
	Iteration 43Q: 3 clusters Score -218591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -218593.390625 Penalty: 2461.063477
	Iteration 44Q: 3 clusters Score -218593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -218594.406250 Penalty: 2461.063477
	Iteration 45Q: 3 clusters Score -218594.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -218594.812500 Penalty: 2461.063477
	Iteration 46Q: 3 clusters Score -218594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -218595.375000 Penalty: 2461.063477
	Iteration 47Q: 3 clusters Score -218595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -218595.625000 Penalty: 2461.063477
	Iteration 48Q: 3 clusters Score -218595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -218596.171875 Penalty: 2461.063477
	Iteration 49Q: 3 clusters Score -218596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -218597.328125 Penalty: 2461.063477
	Iteration 50Q: 3 clusters Score -218597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -218598.171875 Penalty: 2461.063477
	Iteration 51Q: 3 clusters Score -218598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -218598.296875 Penalty: 2461.063477
	Iteration 52Q: 3 clusters Score -218598.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -218598.296875 Penalty: 2461.063477
	Iteration 53F: 3 clusters Score -218598.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Entering Unmasked Estep 
Score: -11627872.000000 Penalty: 1858.702515
	Iteration 0F: 2 clusters Score -1.162787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -11570632.000000 Penalty: 3717.405029
	Iteration 0F: 3 clusters Score -1.157063e+07 nChanged 44405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -11596263.000000 Penalty: 3717.405029
	Iteration 1F: 3 clusters Score -1.159626e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -11596905.000000 Penalty: 3717.405029
	Iteration 2Q: 3 clusters Score -1.15969e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -11597632.000000 Penalty: 3717.405029
	Iteration 3Q: 3 clusters Score -1.159763e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -11598586.000000 Penalty: 3717.405029
	Iteration 4Q: 3 clusters Score -1.159859e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -11600148.000000 Penalty: 3717.405029
	Iteration 5Q: 3 clusters Score -1.160015e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -11602652.000000 Penalty: 3717.405029
	Iteration 6F: 3 clusters Score -1.160265e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -11606526.000000 Penalty: 3717.405029
	Iteration 7F: 3 clusters Score -1.160653e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -11611619.000000 Penalty: 3717.405029
	Iteration 8F: 3 clusters Score -1.161162e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -11617120.000000 Penalty: 3717.405029
	Iteration 9F: 3 clusters Score -1.161712e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -11622051.000000 Penalty: 3717.405029
	Iteration 10F: 3 clusters Score -1.162205e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -11624704.000000 Penalty: 3717.405029
	Iteration 11Q: 3 clusters Score -1.16247e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 89834 members 
Entering Unmasked Estep 
Score: -11625696.000000 Penalty: 3717.405029
	Iteration 12Q: 3 clusters Score -1.16257e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -11626079.000000 Penalty: 3717.405029
	Iteration 13Q: 3 clusters Score -1.162608e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -11626206.000000 Penalty: 3717.405029
	Iteration 14Q: 3 clusters Score -1.162621e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -11626233.000000 Penalty: 3717.405029
	Iteration 15Q: 3 clusters Score -1.162623e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 92481 members 
Entering Unmasked Estep 
Score: -11626290.000000 Penalty: 3717.405029
	Iteration 16Q: 3 clusters Score -1.162629e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -11626295.000000 Penalty: 3717.405029
	Iteration 17Q: 3 clusters Score -1.16263e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 92532 members 
Entering Unmasked Estep 
Score: -11626316.000000 Penalty: 3717.405029
	Iteration 18Q: 3 clusters Score -1.162632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -11626333.000000 Penalty: 3717.405029
	Iteration 19Q: 3 clusters Score -1.162633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 92548 members 
Entering Unmasked Estep 
Score: -11626346.000000 Penalty: 3717.405029
	Iteration 20F: 3 clusters Score -1.162635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -11626350.000000 Penalty: 3717.405029
	Iteration 21Q: 3 clusters Score -1.162635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -11626363.000000 Penalty: 3717.405029
	Iteration 22Q: 3 clusters Score -1.162636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -11626381.000000 Penalty: 3717.405029
	Iteration 23Q: 3 clusters Score -1.162638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 92576 members 
Entering Unmasked Estep 
Score: -11626385.000000 Penalty: 3717.405029
	Iteration 24Q: 3 clusters Score -1.162638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -11626395.000000 Penalty: 3717.405029
	Iteration 25Q: 3 clusters Score -1.16264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
Score: -11626407.000000 Penalty: 3717.405029
	Iteration 26Q: 3 clusters Score -1.162641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -11626418.000000 Penalty: 3717.405029
	Iteration 27Q: 3 clusters Score -1.162642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -11626410.000000 Penalty: 3717.405029
	Iteration 28Q: 3 clusters Score -1.162641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -11626415.000000 Penalty: 3717.405029
	Iteration 29Q: 3 clusters Score -1.162642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -11626406.000000 Penalty: 3717.405029
	Iteration 30Q: 3 clusters Score -1.162641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -11626410.000000 Penalty: 3717.405029
	Iteration 31Q: 3 clusters Score -1.162641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 92591 members 
Entering Unmasked Estep 
Score: -11626407.000000 Penalty: 3717.405029
	Iteration 32Q: 3 clusters Score -1.162641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -11626414.000000 Penalty: 3717.405029
	Iteration 33Q: 3 clusters Score -1.162641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -11626414.000000 Penalty: 3717.405029
	Iteration 34F: 3 clusters Score -1.162641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -448019.625000 Penalty: 1339.105469
	Iteration 0F: 2 clusters Score -448019.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -444811.343750 Penalty: 2678.210938
	Iteration 0F: 3 clusters Score -444811.3 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -445636.875000 Penalty: 2678.210938
	Iteration 1F: 3 clusters Score -445636.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -445773.375000 Penalty: 2678.210938
	Iteration 2F: 3 clusters Score -445773.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -445857.937500 Penalty: 2678.210938
	Iteration 3F: 3 clusters Score -445857.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -445913.250000 Penalty: 2678.210938
	Iteration 4Q: 3 clusters Score -445913.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -445951.468750 Penalty: 2678.210938
	Iteration 5Q: 3 clusters Score -445951.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -445989.375000 Penalty: 2678.210938
	Iteration 6Q: 3 clusters Score -445989.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -446021.812500 Penalty: 2678.210938
	Iteration 7Q: 3 clusters Score -446021.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -446043.375000 Penalty: 2678.210938
	Iteration 8Q: 3 clusters Score -446043.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -446059.625000 Penalty: 2678.210938
	Iteration 9Q: 3 clusters Score -446059.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -446070.500000 Penalty: 2678.210938
	Iteration 10Q: 3 clusters Score -446070.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -446082.718750 Penalty: 2678.210938
	Iteration 11Q: 3 clusters Score -446082.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -446091.593750 Penalty: 2678.210938
	Iteration 12Q: 3 clusters Score -446091.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -446103.218750 Penalty: 2678.210938
	Iteration 13Q: 3 clusters Score -446103.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -446112.656250 Penalty: 2678.210938
	Iteration 14Q: 3 clusters Score -446112.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -446119.968750 Penalty: 2678.210938
	Iteration 15Q: 3 clusters Score -446120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -446125.750000 Penalty: 2678.210938
	Iteration 16Q: 3 clusters Score -446125.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -446128.375000 Penalty: 2678.210938
	Iteration 17Q: 3 clusters Score -446128.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -446136.125000 Penalty: 2678.210938
	Iteration 18Q: 3 clusters Score -446136.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -446143.687500 Penalty: 2678.210938
	Iteration 19Q: 3 clusters Score -446143.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -446150.687500 Penalty: 2678.210938
	Iteration 20F: 3 clusters Score -446150.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -446161.156250 Penalty: 2678.210938
	Iteration 21Q: 3 clusters Score -446161.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -446168.062500 Penalty: 2678.210938
	Iteration 22Q: 3 clusters Score -446168.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -446172.750000 Penalty: 2678.210938
	Iteration 23Q: 3 clusters Score -446172.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -446175.468750 Penalty: 2678.210938
	Iteration 24Q: 3 clusters Score -446175.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -446177.812500 Penalty: 2678.210938
	Iteration 25Q: 3 clusters Score -446177.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -446179.468750 Penalty: 2678.210938
	Iteration 26Q: 3 clusters Score -446179.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -446181.062500 Penalty: 2678.210938
	Iteration 27Q: 3 clusters Score -446181.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -446182.375000 Penalty: 2678.210938
	Iteration 28Q: 3 clusters Score -446182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -446183.937500 Penalty: 2678.210938
	Iteration 29Q: 3 clusters Score -446183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -446184.937500 Penalty: 2678.210938
	Iteration 30Q: 3 clusters Score -446184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -446185.812500 Penalty: 2678.210938
	Iteration 31Q: 3 clusters Score -446185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -446185.687500 Penalty: 2678.210938
	Iteration 32Q: 3 clusters Score -446185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -446186.562500 Penalty: 2678.210938
	Iteration 33Q: 3 clusters Score -446186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -446185.906250 Penalty: 2678.210938
	Iteration 34Q: 3 clusters Score -446185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -446187.375000 Penalty: 2678.210938
	Iteration 35Q: 3 clusters Score -446187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -446187.906250 Penalty: 2678.210938
	Iteration 36Q: 3 clusters Score -446187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -446188.437500 Penalty: 2678.210938
	Iteration 37Q: 3 clusters Score -446188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -446188.812500 Penalty: 2678.210938
	Iteration 38Q: 3 clusters Score -446188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -446187.812500 Penalty: 2678.210938
	Iteration 39Q: 3 clusters Score -446187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -446188.718750 Penalty: 2678.210938
	Iteration 40F: 3 clusters Score -446188.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Entering Unmasked Estep 
Score: -10020762.000000 Penalty: 1833.862793
	Iteration 0F: 2 clusters Score -1.002076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -9969270.000000 Penalty: 3667.725586
	Iteration 0F: 3 clusters Score -9969270 nChanged 37808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -9990592.000000 Penalty: 3667.725586
	Iteration 1F: 3 clusters Score -9990592 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -9991016.000000 Penalty: 3667.725586
	Iteration 2Q: 3 clusters Score -9991016 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -9991464.000000 Penalty: 3667.725586
	Iteration 3Q: 3 clusters Score -9991464 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -9991996.000000 Penalty: 3667.725586
	Iteration 4Q: 3 clusters Score -9991996 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -9992606.000000 Penalty: 3667.725586
	Iteration 5Q: 3 clusters Score -9992606 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -9993344.000000 Penalty: 3667.725586
	Iteration 6Q: 3 clusters Score -9993344 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -9994488.000000 Penalty: 3667.725586
	Iteration 7Q: 3 clusters Score -9994488 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -9996505.000000 Penalty: 3667.725586
	Iteration 8Q: 3 clusters Score -9996505 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -9999791.000000 Penalty: 3667.725586
	Iteration 9F: 3 clusters Score -9999791 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -10003974.000000 Penalty: 3667.725586
	Iteration 10F: 3 clusters Score -1.000397e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -10007954.000000 Penalty: 3667.725586
	Iteration 11F: 3 clusters Score -1.000795e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -10010403.000000 Penalty: 3667.725586
	Iteration 12Q: 3 clusters Score -1.00104e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -10011757.000000 Penalty: 3667.725586
	Iteration 13Q: 3 clusters Score -1.001176e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -10012631.000000 Penalty: 3667.725586
	Iteration 14Q: 3 clusters Score -1.001263e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -10013466.000000 Penalty: 3667.725586
	Iteration 15Q: 3 clusters Score -1.001347e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -10014189.000000 Penalty: 3667.725586
	Iteration 16Q: 3 clusters Score -1.001419e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -10014915.000000 Penalty: 3667.725586
	Iteration 17Q: 3 clusters Score -1.001492e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -10015568.000000 Penalty: 3667.725586
	Iteration 18Q: 3 clusters Score -1.001557e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -10016262.000000 Penalty: 3667.725586
	Iteration 19Q: 3 clusters Score -1.001626e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -10016806.000000 Penalty: 3667.725586
	Iteration 20F: 3 clusters Score -1.001681e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -10017270.000000 Penalty: 3667.725586
	Iteration 21Q: 3 clusters Score -1.001727e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -10017768.000000 Penalty: 3667.725586
	Iteration 22Q: 3 clusters Score -1.001777e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -10018245.000000 Penalty: 3667.725586
	Iteration 23Q: 3 clusters Score -1.001824e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -10018592.000000 Penalty: 3667.725586
	Iteration 24Q: 3 clusters Score -1.001859e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -10018774.000000 Penalty: 3667.725586
	Iteration 25Q: 3 clusters Score -1.001877e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -10018956.000000 Penalty: 3667.725586
	Iteration 26Q: 3 clusters Score -1.001896e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -10019074.000000 Penalty: 3667.725586
	Iteration 27Q: 3 clusters Score -1.001907e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -10019166.000000 Penalty: 3667.725586
	Iteration 28Q: 3 clusters Score -1.001917e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -10019178.000000 Penalty: 3667.725586
	Iteration 29Q: 3 clusters Score -1.001918e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -10019230.000000 Penalty: 3667.725586
	Iteration 30Q: 3 clusters Score -1.001923e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -10019239.000000 Penalty: 3667.725586
	Iteration 31Q: 3 clusters Score -1.001924e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 79099 members 
Entering Unmasked Estep 
Score: -10019262.000000 Penalty: 3667.725586
	Iteration 32Q: 3 clusters Score -1.001926e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -10019272.000000 Penalty: 3667.725586
	Iteration 33Q: 3 clusters Score -1.001927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -10019259.000000 Penalty: 3667.725586
	Iteration 34Q: 3 clusters Score -1.001926e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -10019273.000000 Penalty: 3667.725586
	Iteration 35Q: 3 clusters Score -1.001927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -10019269.000000 Penalty: 3667.725586
	Iteration 36Q: 3 clusters Score -1.001927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 79217 members 
Entering Unmasked Estep 
Score: -10019282.000000 Penalty: 3667.725586
	Iteration 37Q: 3 clusters Score -1.001928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 79226 members 
Entering Unmasked Estep 
Score: -10019284.000000 Penalty: 3667.725586
	Iteration 38Q: 3 clusters Score -1.001928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -10019287.000000 Penalty: 3667.725586
	Iteration 39Q: 3 clusters Score -1.001929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -10019289.000000 Penalty: 3667.725586
	Iteration 40F: 3 clusters Score -1.001929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -10019279.000000 Penalty: 3667.725586
	Iteration 41Q: 3 clusters Score -1.001928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -10019299.000000 Penalty: 3667.725586
	Iteration 42Q: 3 clusters Score -1.00193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -10019301.000000 Penalty: 3667.725586
	Iteration 43Q: 3 clusters Score -1.00193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -10019306.000000 Penalty: 3667.725586
	Iteration 44Q: 3 clusters Score -1.001931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 79262 members 
Entering Unmasked Estep 
Score: -10019301.000000 Penalty: 3667.725586
	Iteration 45Q: 3 clusters Score -1.00193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -10019303.000000 Penalty: 3667.725586
	Iteration 46Q: 3 clusters Score -1.00193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -10019299.000000 Penalty: 3667.725586
	Iteration 47Q: 3 clusters Score -1.00193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -10019307.000000 Penalty: 3667.725586
	Iteration 48Q: 3 clusters Score -1.001931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 79274 members 
Entering Unmasked Estep 
Score: -10019314.000000 Penalty: 3667.725586
	Iteration 49Q: 3 clusters Score -1.001931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -10019320.000000 Penalty: 3667.725586
	Iteration 50Q: 3 clusters Score -1.001932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -10019319.000000 Penalty: 3667.725586
	Iteration 51Q: 3 clusters Score -1.001932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -10019314.000000 Penalty: 3667.725586
	Iteration 52Q: 3 clusters Score -1.001931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -10019322.000000 Penalty: 3667.725586
	Iteration 53Q: 3 clusters Score -1.001932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -10019322.000000 Penalty: 3667.725586
	Iteration 54F: 3 clusters Score -1.001932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -651464.437500 Penalty: 1396.580200
	Iteration 0F: 2 clusters Score -651464.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -647195.000000 Penalty: 2793.160400
	Iteration 0F: 3 clusters Score -647195 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -648456.312500 Penalty: 2793.160400
	Iteration 1F: 3 clusters Score -648456.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -648657.437500 Penalty: 2793.160400
	Iteration 2F: 3 clusters Score -648657.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -648801.625000 Penalty: 2793.160400
	Iteration 3F: 3 clusters Score -648801.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -648938.187500 Penalty: 2793.160400
	Iteration 4Q: 3 clusters Score -648938.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -649060.375000 Penalty: 2793.160400
	Iteration 5Q: 3 clusters Score -649060.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -649186.625000 Penalty: 2793.160400
	Iteration 6Q: 3 clusters Score -649186.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -649307.875000 Penalty: 2793.160400
	Iteration 7Q: 3 clusters Score -649307.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -649421.250000 Penalty: 2793.160400
	Iteration 8Q: 3 clusters Score -649421.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -649566.625000 Penalty: 2793.160400
	Iteration 9Q: 3 clusters Score -649566.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -649697.625000 Penalty: 2793.160400
	Iteration 10Q: 3 clusters Score -649697.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -649822.125000 Penalty: 2793.160400
	Iteration 11Q: 3 clusters Score -649822.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -649940.750000 Penalty: 2793.160400
	Iteration 12Q: 3 clusters Score -649940.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -650036.062500 Penalty: 2793.160400
	Iteration 13Q: 3 clusters Score -650036.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -650083.500000 Penalty: 2793.160400
	Iteration 14Q: 3 clusters Score -650083.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -650128.375000 Penalty: 2793.160400
	Iteration 15Q: 3 clusters Score -650128.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -650154.875000 Penalty: 2793.160400
	Iteration 16Q: 3 clusters Score -650154.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -650176.750000 Penalty: 2793.160400
	Iteration 17Q: 3 clusters Score -650176.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -650190.375000 Penalty: 2793.160400
	Iteration 18Q: 3 clusters Score -650190.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -650200.187500 Penalty: 2793.160400
	Iteration 19Q: 3 clusters Score -650200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -650208.250000 Penalty: 2793.160400
	Iteration 20F: 3 clusters Score -650208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -650213.000000 Penalty: 2793.160400
	Iteration 21Q: 3 clusters Score -650213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -650217.625000 Penalty: 2793.160400
	Iteration 22Q: 3 clusters Score -650217.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -650223.375000 Penalty: 2793.160400
	Iteration 23Q: 3 clusters Score -650223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -650227.125000 Penalty: 2793.160400
	Iteration 24Q: 3 clusters Score -650227.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -650233.125000 Penalty: 2793.160400
	Iteration 25Q: 3 clusters Score -650233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -650237.687500 Penalty: 2793.160400
	Iteration 26Q: 3 clusters Score -650237.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -650242.250000 Penalty: 2793.160400
	Iteration 27Q: 3 clusters Score -650242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -650244.062500 Penalty: 2793.160400
	Iteration 28Q: 3 clusters Score -650244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -650246.500000 Penalty: 2793.160400
	Iteration 29Q: 3 clusters Score -650246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -650248.187500 Penalty: 2793.160400
	Iteration 30Q: 3 clusters Score -650248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -650249.562500 Penalty: 2793.160400
	Iteration 31Q: 3 clusters Score -650249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -650250.562500 Penalty: 2793.160400
	Iteration 32Q: 3 clusters Score -650250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -650253.125000 Penalty: 2793.160400
	Iteration 33Q: 3 clusters Score -650253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -650254.937500 Penalty: 2793.160400
	Iteration 34Q: 3 clusters Score -650254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -650255.562500 Penalty: 2793.160400
	Iteration 35Q: 3 clusters Score -650255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -650256.062500 Penalty: 2793.160400
	Iteration 36Q: 3 clusters Score -650256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -650257.000000 Penalty: 2793.160400
	Iteration 37Q: 3 clusters Score -650257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -650258.562500 Penalty: 2793.160400
	Iteration 38Q: 3 clusters Score -650258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -650259.750000 Penalty: 2793.160400
	Iteration 39Q: 3 clusters Score -650259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -650259.625000 Penalty: 2793.160400
	Iteration 40F: 3 clusters Score -650259.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -219491.578125 Penalty: 1233.513550
	Iteration 0F: 2 clusters Score -219491.6 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 993 members 
Entering Unmasked Estep 
Score: -217446.500000 Penalty: 2467.027100
	Iteration 0F: 3 clusters Score -217446.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -218009.328125 Penalty: 2467.027100
	Iteration 1F: 3 clusters Score -218009.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -218241.656250 Penalty: 2467.027100
	Iteration 2F: 3 clusters Score -218241.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -218485.593750 Penalty: 2467.027100
	Iteration 3F: 3 clusters Score -218485.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -218743.093750 Penalty: 2467.027100
	Iteration 4F: 3 clusters Score -218743.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -218967.375000 Penalty: 2467.027100
	Iteration 5F: 3 clusters Score -218967.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219074.531250 Penalty: 2467.027100
	Iteration 6Q: 3 clusters Score -219074.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -219141.078125 Penalty: 2467.027100
	Iteration 7Q: 3 clusters Score -219141.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -219179.718750 Penalty: 2467.027100
	Iteration 8Q: 3 clusters Score -219179.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -219211.671875 Penalty: 2467.027100
	Iteration 9Q: 3 clusters Score -219211.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -219235.812500 Penalty: 2467.027100
	Iteration 10Q: 3 clusters Score -219235.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -219251.328125 Penalty: 2467.027100
	Iteration 11Q: 3 clusters Score -219251.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -219260.406250 Penalty: 2467.027100
	Iteration 12Q: 3 clusters Score -219260.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -219263.359375 Penalty: 2467.027100
	Iteration 13Q: 3 clusters Score -219263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -219264.390625 Penalty: 2467.027100
	Iteration 14Q: 3 clusters Score -219264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -219265.031250 Penalty: 2467.027100
	Iteration 15Q: 3 clusters Score -219265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -219266.140625 Penalty: 2467.027100
	Iteration 16Q: 3 clusters Score -219266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -219267.171875 Penalty: 2467.027100
	Iteration 17Q: 3 clusters Score -219267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -219267.796875 Penalty: 2467.027100
	Iteration 18Q: 3 clusters Score -219267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -219267.796875 Penalty: 2467.027100
	Iteration 19F: 3 clusters Score -219267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -21257.271484 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -21257.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20548.550781 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -20548.55 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20763.251953 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -20763.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20819.375000 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -20819.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20866.826172 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -20866.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20889.218750 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -20889.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20929.945312 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -20929.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20969.964844 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -20969.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21005.724609 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -21005.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21083.775391 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -21083.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21176.242188 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -21176.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21189.587891 Penalty: 1864.385986
	Iteration 10Q: 3 clusters Score -21189.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21191.904297 Penalty: 1864.385986
	Iteration 11Q: 3 clusters Score -21191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21196.046875 Penalty: 1864.385986
	Iteration 12Q: 3 clusters Score -21196.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21202.433594 Penalty: 1864.385986
	Iteration 13Q: 3 clusters Score -21202.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21202.433594 Penalty: 1864.385986
	Iteration 14F: 3 clusters Score -21202.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -309844.875000 Penalty: 1283.612427
	Iteration 0F: 2 clusters Score -309844.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -307327.250000 Penalty: 2567.224854
	Iteration 0F: 3 clusters Score -307327.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -308076.062500 Penalty: 2567.224854
	Iteration 1F: 3 clusters Score -308076.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -308247.781250 Penalty: 2567.224854
	Iteration 2F: 3 clusters Score -308247.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -308362.125000 Penalty: 2567.224854
	Iteration 3F: 3 clusters Score -308362.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -308454.468750 Penalty: 2567.224854
	Iteration 4Q: 3 clusters Score -308454.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -308531.812500 Penalty: 2567.224854
	Iteration 5Q: 3 clusters Score -308531.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -308616.125000 Penalty: 2567.224854
	Iteration 6Q: 3 clusters Score -308616.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -308687.156250 Penalty: 2567.224854
	Iteration 7Q: 3 clusters Score -308687.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -308740.500000 Penalty: 2567.224854
	Iteration 8Q: 3 clusters Score -308740.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -308806.593750 Penalty: 2567.224854
	Iteration 9Q: 3 clusters Score -308806.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -308860.343750 Penalty: 2567.224854
	Iteration 10Q: 3 clusters Score -308860.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -308891.593750 Penalty: 2567.224854
	Iteration 11Q: 3 clusters Score -308891.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -308908.562500 Penalty: 2567.224854
	Iteration 12Q: 3 clusters Score -308908.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -308924.312500 Penalty: 2567.224854
	Iteration 13Q: 3 clusters Score -308924.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -308942.968750 Penalty: 2567.224854
	Iteration 14Q: 3 clusters Score -308943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -308965.656250 Penalty: 2567.224854
	Iteration 15Q: 3 clusters Score -308965.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -308982.093750 Penalty: 2567.224854
	Iteration 16Q: 3 clusters Score -308982.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -309001.218750 Penalty: 2567.224854
	Iteration 17Q: 3 clusters Score -309001.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -309015.218750 Penalty: 2567.224854
	Iteration 18Q: 3 clusters Score -309015.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -309021.343750 Penalty: 2567.224854
	Iteration 19Q: 3 clusters Score -309021.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -309024.031250 Penalty: 2567.224854
	Iteration 20F: 3 clusters Score -309024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -309028.625000 Penalty: 2567.224854
	Iteration 21Q: 3 clusters Score -309028.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -309031.437500 Penalty: 2567.224854
	Iteration 22Q: 3 clusters Score -309031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -309035.062500 Penalty: 2567.224854
	Iteration 23Q: 3 clusters Score -309035.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -309040.031250 Penalty: 2567.224854
	Iteration 24Q: 3 clusters Score -309040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -309043.000000 Penalty: 2567.224854
	Iteration 25Q: 3 clusters Score -309043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -309044.718750 Penalty: 2567.224854
	Iteration 26Q: 3 clusters Score -309044.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -309044.718750 Penalty: 2567.224854
	Iteration 27F: 3 clusters Score -309044.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Entering Unmasked Estep 
Score: -9013487.000000 Penalty: 1819.916748
	Iteration 0F: 2 clusters Score -9013487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -8964585.000000 Penalty: 3639.833496
	Iteration 0F: 3 clusters Score -8964585 nChanged 34930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -8984424.000000 Penalty: 3639.833496
	Iteration 1F: 3 clusters Score -8984424 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -8985018.000000 Penalty: 3639.833496
	Iteration 2Q: 3 clusters Score -8985018 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -8985665.000000 Penalty: 3639.833496
	Iteration 3Q: 3 clusters Score -8985665 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -8986490.000000 Penalty: 3639.833496
	Iteration 4Q: 3 clusters Score -8986490 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8987668.000000 Penalty: 3639.833496
	Iteration 5Q: 3 clusters Score -8987668 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -8989670.000000 Penalty: 3639.833496
	Iteration 6F: 3 clusters Score -8989670 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -8992559.000000 Penalty: 3639.833496
	Iteration 7F: 3 clusters Score -8992559 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -8996777.000000 Penalty: 3639.833496
	Iteration 8F: 3 clusters Score -8996777 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -9001545.000000 Penalty: 3639.833496
	Iteration 9F: 3 clusters Score -9001545 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -9005524.000000 Penalty: 3639.833496
	Iteration 10F: 3 clusters Score -9005524 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -9008218.000000 Penalty: 3639.833496
	Iteration 11Q: 3 clusters Score -9008218 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -9009893.000000 Penalty: 3639.833496
	Iteration 12Q: 3 clusters Score -9009893 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -9010812.000000 Penalty: 3639.833496
	Iteration 13Q: 3 clusters Score -9010812 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -9011403.000000 Penalty: 3639.833496
	Iteration 14Q: 3 clusters Score -9011403 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -9011677.000000 Penalty: 3639.833496
	Iteration 15Q: 3 clusters Score -9011677 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -9011829.000000 Penalty: 3639.833496
	Iteration 16Q: 3 clusters Score -9011829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -9011879.000000 Penalty: 3639.833496
	Iteration 17Q: 3 clusters Score -9011879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -9011950.000000 Penalty: 3639.833496
	Iteration 18Q: 3 clusters Score -9011950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -9011992.000000 Penalty: 3639.833496
	Iteration 19Q: 3 clusters Score -9011992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -9012013.000000 Penalty: 3639.833496
	Iteration 20F: 3 clusters Score -9012013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -9012029.000000 Penalty: 3639.833496
	Iteration 21Q: 3 clusters Score -9012029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -9012042.000000 Penalty: 3639.833496
	Iteration 22Q: 3 clusters Score -9012042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -9012048.000000 Penalty: 3639.833496
	Iteration 23Q: 3 clusters Score -9012048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -9012055.000000 Penalty: 3639.833496
	Iteration 24Q: 3 clusters Score -9012055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -9012059.000000 Penalty: 3639.833496
	Iteration 25Q: 3 clusters Score -9012059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -9012061.000000 Penalty: 3639.833496
	Iteration 26Q: 3 clusters Score -9012061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -9012070.000000 Penalty: 3639.833496
	Iteration 27Q: 3 clusters Score -9012070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -9012067.000000 Penalty: 3639.833496
	Iteration 28Q: 3 clusters Score -9012067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -9012065.000000 Penalty: 3639.833496
	Iteration 29Q: 3 clusters Score -9012065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -9012071.000000 Penalty: 3639.833496
	Iteration 30Q: 3 clusters Score -9012071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -9012074.000000 Penalty: 3639.833496
	Iteration 31Q: 3 clusters Score -9012074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -9012071.000000 Penalty: 3639.833496
	Iteration 32Q: 3 clusters Score -9012071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -9012070.000000 Penalty: 3639.833496
	Iteration 33Q: 3 clusters Score -9012070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -9012068.000000 Penalty: 3639.833496
	Iteration 34Q: 3 clusters Score -9012068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -9012070.000000 Penalty: 3639.833496
	Iteration 35Q: 3 clusters Score -9012070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -9012076.000000 Penalty: 3639.833496
	Iteration 36Q: 3 clusters Score -9012076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -9012074.000000 Penalty: 3639.833496
	Iteration 37Q: 3 clusters Score -9012074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -9012079.000000 Penalty: 3639.833496
	Iteration 38Q: 3 clusters Score -9012079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -9012079.000000 Penalty: 3639.833496
	Iteration 39F: 3 clusters Score -9012079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Entering Unmasked Estep 
Score: -3343001.500000 Penalty: 1662.219482
	Iteration 0F: 2 clusters Score -3343002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3324268.250000 Penalty: 3324.438965
	Iteration 0F: 3 clusters Score -3324268 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3331412.750000 Penalty: 3324.438965
	Iteration 1F: 3 clusters Score -3331413 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3331861.000000 Penalty: 3324.438965
	Iteration 2Q: 3 clusters Score -3331861 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3332485.500000 Penalty: 3324.438965
	Iteration 3Q: 3 clusters Score -3332486 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3333423.750000 Penalty: 3324.438965
	Iteration 4F: 3 clusters Score -3333424 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3334937.250000 Penalty: 3324.438965
	Iteration 5F: 3 clusters Score -3334937 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3336803.000000 Penalty: 3324.438965
	Iteration 6F: 3 clusters Score -3336803 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3338717.500000 Penalty: 3324.438965
	Iteration 7F: 3 clusters Score -3338718 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3340330.250000 Penalty: 3324.438965
	Iteration 8F: 3 clusters Score -3340330 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3341711.250000 Penalty: 3324.438965
	Iteration 9Q: 3 clusters Score -3341711 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3342131.750000 Penalty: 3324.438965
	Iteration 10Q: 3 clusters Score -3342132 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3342243.500000 Penalty: 3324.438965
	Iteration 11Q: 3 clusters Score -3342244 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3342276.250000 Penalty: 3324.438965
	Iteration 12Q: 3 clusters Score -3342276 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3342290.250000 Penalty: 3324.438965
	Iteration 13Q: 3 clusters Score -3342290 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3342307.500000 Penalty: 3324.438965
	Iteration 14Q: 3 clusters Score -3342308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3342330.000000 Penalty: 3324.438965
	Iteration 15Q: 3 clusters Score -3342330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3342331.500000 Penalty: 3324.438965
	Iteration 16Q: 3 clusters Score -3342332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3342339.500000 Penalty: 3324.438965
	Iteration 17Q: 3 clusters Score -3342340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3342349.250000 Penalty: 3324.438965
	Iteration 18Q: 3 clusters Score -3342349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3342352.500000 Penalty: 3324.438965
	Iteration 19Q: 3 clusters Score -3342352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3342360.750000 Penalty: 3324.438965
	Iteration 20F: 3 clusters Score -3342361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3342359.000000 Penalty: 3324.438965
	Iteration 21Q: 3 clusters Score -3342359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3342360.500000 Penalty: 3324.438965
	Iteration 22Q: 3 clusters Score -3342360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3342356.000000 Penalty: 3324.438965
	Iteration 23Q: 3 clusters Score -3342356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3342362.500000 Penalty: 3324.438965
	Iteration 24Q: 3 clusters Score -3342362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3342369.500000 Penalty: 3324.438965
	Iteration 25Q: 3 clusters Score -3342370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3342373.000000 Penalty: 3324.438965
	Iteration 26Q: 3 clusters Score -3342373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3342369.750000 Penalty: 3324.438965
	Iteration 27Q: 3 clusters Score -3342370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3342375.250000 Penalty: 3324.438965
	Iteration 28Q: 3 clusters Score -3342375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3342378.250000 Penalty: 3324.438965
	Iteration 29Q: 3 clusters Score -3342378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3342380.250000 Penalty: 3324.438965
	Iteration 30Q: 3 clusters Score -3342380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3342375.250000 Penalty: 3324.438965
	Iteration 31Q: 3 clusters Score -3342375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3342381.000000 Penalty: 3324.438965
	Iteration 32Q: 3 clusters Score -3342381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3342381.250000 Penalty: 3324.438965
	Iteration 33Q: 3 clusters Score -3342381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3342386.750000 Penalty: 3324.438965
	Iteration 34Q: 3 clusters Score -3342387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3342388.500000 Penalty: 3324.438965
	Iteration 35Q: 3 clusters Score -3342388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3342388.750000 Penalty: 3324.438965
	Iteration 36Q: 3 clusters Score -3342389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3342384.750000 Penalty: 3324.438965
	Iteration 37Q: 3 clusters Score -3342385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3342389.000000 Penalty: 3324.438965
	Iteration 38Q: 3 clusters Score -3342389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3342392.000000 Penalty: 3324.438965
	Iteration 39Q: 3 clusters Score -3342392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3342392.500000 Penalty: 3324.438965
	Iteration 40F: 3 clusters Score -3342392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3342389.250000 Penalty: 3324.438965
	Iteration 41Q: 3 clusters Score -3342389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3342393.750000 Penalty: 3324.438965
	Iteration 42Q: 3 clusters Score -3342394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3342392.000000 Penalty: 3324.438965
	Iteration 43Q: 3 clusters Score -3342392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3342394.500000 Penalty: 3324.438965
	Iteration 44Q: 3 clusters Score -3342394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3342395.750000 Penalty: 3324.438965
	Iteration 45Q: 3 clusters Score -3342396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3342396.000000 Penalty: 3324.438965
	Iteration 46Q: 3 clusters Score -3342396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3342399.750000 Penalty: 3324.438965
	Iteration 47Q: 3 clusters Score -3342400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3342402.000000 Penalty: 3324.438965
	Iteration 48Q: 3 clusters Score -3342402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3342401.750000 Penalty: 3324.438965
	Iteration 49Q: 3 clusters Score -3342402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3342402.500000 Penalty: 3324.438965
	Iteration 50Q: 3 clusters Score -3342402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3342407.250000 Penalty: 3324.438965
	Iteration 51Q: 3 clusters Score -3342407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3342406.250000 Penalty: 3324.438965
	Iteration 52Q: 3 clusters Score -3342406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3342406.750000 Penalty: 3324.438965
	Iteration 53Q: 3 clusters Score -3342407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3342407.000000 Penalty: 3324.438965
	Iteration 54Q: 3 clusters Score -3342407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3342411.750000 Penalty: 3324.438965
	Iteration 55Q: 3 clusters Score -3342412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3342414.750000 Penalty: 3324.438965
	Iteration 56Q: 3 clusters Score -3342415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3342416.250000 Penalty: 3324.438965
	Iteration 57Q: 3 clusters Score -3342416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3342415.750000 Penalty: 3324.438965
	Iteration 58Q: 3 clusters Score -3342416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3342417.750000 Penalty: 3324.438965
	Iteration 59Q: 3 clusters Score -3342418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3342416.000000 Penalty: 3324.438965
	Iteration 60F: 3 clusters Score -3342416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3342416.000000 Penalty: 3324.438965
	Iteration 61Q: 3 clusters Score -3342416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3342416.250000 Penalty: 3324.438965
	Iteration 62Q: 3 clusters Score -3342416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3342416.000000 Penalty: 3324.438965
	Iteration 63Q: 3 clusters Score -3342416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3342414.250000 Penalty: 3324.438965
	Iteration 64Q: 3 clusters Score -3342414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3342413.250000 Penalty: 3324.438965
	Iteration 65Q: 3 clusters Score -3342413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3342413.750000 Penalty: 3324.438965
	Iteration 66Q: 3 clusters Score -3342414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3342413.750000 Penalty: 3324.438965
	Iteration 67F: 3 clusters Score -3342414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -589643.187500 Penalty: 1380.595093
	Iteration 0F: 2 clusters Score -589643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -585709.625000 Penalty: 2761.190186
	Iteration 0F: 3 clusters Score -585709.6 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -586856.687500 Penalty: 2761.190186
	Iteration 1F: 3 clusters Score -586856.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -587054.187500 Penalty: 2761.190186
	Iteration 2F: 3 clusters Score -587054.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -587180.000000 Penalty: 2761.190186
	Iteration 3F: 3 clusters Score -587180 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -587268.062500 Penalty: 2761.190186
	Iteration 4Q: 3 clusters Score -587268.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -587358.437500 Penalty: 2761.190186
	Iteration 5Q: 3 clusters Score -587358.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -587446.125000 Penalty: 2761.190186
	Iteration 6Q: 3 clusters Score -587446.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -587526.937500 Penalty: 2761.190186
	Iteration 7Q: 3 clusters Score -587526.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -587610.500000 Penalty: 2761.190186
	Iteration 8Q: 3 clusters Score -587610.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -587701.625000 Penalty: 2761.190186
	Iteration 9Q: 3 clusters Score -587701.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -587785.937500 Penalty: 2761.190186
	Iteration 10Q: 3 clusters Score -587785.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -587855.875000 Penalty: 2761.190186
	Iteration 11Q: 3 clusters Score -587855.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -587922.875000 Penalty: 2761.190186
	Iteration 12Q: 3 clusters Score -587922.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -587977.875000 Penalty: 2761.190186
	Iteration 13Q: 3 clusters Score -587977.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -588032.312500 Penalty: 2761.190186
	Iteration 14Q: 3 clusters Score -588032.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -588085.437500 Penalty: 2761.190186
	Iteration 15Q: 3 clusters Score -588085.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -588123.312500 Penalty: 2761.190186
	Iteration 16Q: 3 clusters Score -588123.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -588155.687500 Penalty: 2761.190186
	Iteration 17Q: 3 clusters Score -588155.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -588182.937500 Penalty: 2761.190186
	Iteration 18Q: 3 clusters Score -588182.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -588203.125000 Penalty: 2761.190186
	Iteration 19Q: 3 clusters Score -588203.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -588223.000000 Penalty: 2761.190186
	Iteration 20F: 3 clusters Score -588223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -588236.250000 Penalty: 2761.190186
	Iteration 21Q: 3 clusters Score -588236.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -588244.250000 Penalty: 2761.190186
	Iteration 22Q: 3 clusters Score -588244.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -588258.437500 Penalty: 2761.190186
	Iteration 23Q: 3 clusters Score -588258.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -588267.062500 Penalty: 2761.190186
	Iteration 24Q: 3 clusters Score -588267.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -588278.312500 Penalty: 2761.190186
	Iteration 25Q: 3 clusters Score -588278.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -588293.062500 Penalty: 2761.190186
	Iteration 26Q: 3 clusters Score -588293.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -588304.375000 Penalty: 2761.190186
	Iteration 27Q: 3 clusters Score -588304.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -588315.000000 Penalty: 2761.190186
	Iteration 28Q: 3 clusters Score -588315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -588327.875000 Penalty: 2761.190186
	Iteration 29Q: 3 clusters Score -588327.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -588339.062500 Penalty: 2761.190186
	Iteration 30Q: 3 clusters Score -588339.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -588349.875000 Penalty: 2761.190186
	Iteration 31Q: 3 clusters Score -588349.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -588369.187500 Penalty: 2761.190186
	Iteration 32Q: 3 clusters Score -588369.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -588388.500000 Penalty: 2761.190186
	Iteration 33Q: 3 clusters Score -588388.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -588399.500000 Penalty: 2761.190186
	Iteration 34Q: 3 clusters Score -588399.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -588406.812500 Penalty: 2761.190186
	Iteration 35Q: 3 clusters Score -588406.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -588409.687500 Penalty: 2761.190186
	Iteration 36Q: 3 clusters Score -588409.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -588415.437500 Penalty: 2761.190186
	Iteration 37Q: 3 clusters Score -588415.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -588422.125000 Penalty: 2761.190186
	Iteration 38Q: 3 clusters Score -588422.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -588428.187500 Penalty: 2761.190186
	Iteration 39Q: 3 clusters Score -588428.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -588434.500000 Penalty: 2761.190186
	Iteration 40F: 3 clusters Score -588434.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -588439.875000 Penalty: 2761.190186
	Iteration 41Q: 3 clusters Score -588439.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -588447.437500 Penalty: 2761.190186
	Iteration 42Q: 3 clusters Score -588447.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -588451.250000 Penalty: 2761.190186
	Iteration 43Q: 3 clusters Score -588451.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -588456.750000 Penalty: 2761.190186
	Iteration 44Q: 3 clusters Score -588456.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -588463.625000 Penalty: 2761.190186
	Iteration 45Q: 3 clusters Score -588463.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -588472.312500 Penalty: 2761.190186
	Iteration 46Q: 3 clusters Score -588472.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -588477.562500 Penalty: 2761.190186
	Iteration 47Q: 3 clusters Score -588477.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -588480.875000 Penalty: 2761.190186
	Iteration 48Q: 3 clusters Score -588480.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -588483.437500 Penalty: 2761.190186
	Iteration 49Q: 3 clusters Score -588483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -588488.937500 Penalty: 2761.190186
	Iteration 50Q: 3 clusters Score -588488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -588495.500000 Penalty: 2761.190186
	Iteration 51Q: 3 clusters Score -588495.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -588502.312500 Penalty: 2761.190186
	Iteration 52Q: 3 clusters Score -588502.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -588504.187500 Penalty: 2761.190186
	Iteration 53Q: 3 clusters Score -588504.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -588504.062500 Penalty: 2761.190186
	Iteration 54Q: 3 clusters Score -588504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -588505.312500 Penalty: 2761.190186
	Iteration 55Q: 3 clusters Score -588505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -588506.312500 Penalty: 2761.190186
	Iteration 56Q: 3 clusters Score -588506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -588505.750000 Penalty: 2761.190186
	Iteration 57Q: 3 clusters Score -588505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -588508.000000 Penalty: 2761.190186
	Iteration 58Q: 3 clusters Score -588508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -588508.000000 Penalty: 2761.190186
	Iteration 59F: 3 clusters Score -588508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -307890.750000 Penalty: 1278.030640
	Iteration 0F: 2 clusters Score -307890.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -305407.812500 Penalty: 2556.061279
	Iteration 0F: 3 clusters Score -305407.8 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -305978.750000 Penalty: 2556.061279
	Iteration 1F: 3 clusters Score -305978.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -306134.031250 Penalty: 2556.061279
	Iteration 2F: 3 clusters Score -306134 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -306234.718750 Penalty: 2556.061279
	Iteration 3F: 3 clusters Score -306234.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -306290.156250 Penalty: 2556.061279
	Iteration 4Q: 3 clusters Score -306290.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -306355.250000 Penalty: 2556.061279
	Iteration 5Q: 3 clusters Score -306355.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -306433.906250 Penalty: 2556.061279
	Iteration 6Q: 3 clusters Score -306433.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -306513.406250 Penalty: 2556.061279
	Iteration 7Q: 3 clusters Score -306513.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -306591.031250 Penalty: 2556.061279
	Iteration 8Q: 3 clusters Score -306591 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -306665.093750 Penalty: 2556.061279
	Iteration 9Q: 3 clusters Score -306665.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -306751.093750 Penalty: 2556.061279
	Iteration 10Q: 3 clusters Score -306751.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -306816.406250 Penalty: 2556.061279
	Iteration 11Q: 3 clusters Score -306816.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -306865.218750 Penalty: 2556.061279
	Iteration 12Q: 3 clusters Score -306865.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -306893.437500 Penalty: 2556.061279
	Iteration 13Q: 3 clusters Score -306893.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -306915.187500 Penalty: 2556.061279
	Iteration 14Q: 3 clusters Score -306915.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -306932.156250 Penalty: 2556.061279
	Iteration 15Q: 3 clusters Score -306932.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -306944.437500 Penalty: 2556.061279
	Iteration 16Q: 3 clusters Score -306944.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -306951.281250 Penalty: 2556.061279
	Iteration 17Q: 3 clusters Score -306951.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -306956.562500 Penalty: 2556.061279
	Iteration 18Q: 3 clusters Score -306956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -306959.125000 Penalty: 2556.061279
	Iteration 19Q: 3 clusters Score -306959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -306959.781250 Penalty: 2556.061279
	Iteration 20F: 3 clusters Score -306959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -306960.093750 Penalty: 2556.061279
	Iteration 21Q: 3 clusters Score -306960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -306960.093750 Penalty: 2556.061279
	Iteration 22F: 3 clusters Score -306960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -763344.875000 Penalty: 1421.985962
	Iteration 0F: 2 clusters Score -763344.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -758533.312500 Penalty: 2843.971924
	Iteration 0F: 3 clusters Score -758533.3 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -759946.625000 Penalty: 2843.971924
	Iteration 1F: 3 clusters Score -759946.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -760245.562500 Penalty: 2843.971924
	Iteration 2F: 3 clusters Score -760245.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -760480.875000 Penalty: 2843.971924
	Iteration 3F: 3 clusters Score -760480.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -760720.750000 Penalty: 2843.971924
	Iteration 4F: 3 clusters Score -760720.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -760973.312500 Penalty: 2843.971924
	Iteration 5F: 3 clusters Score -760973.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -761185.687500 Penalty: 2843.971924
	Iteration 6F: 3 clusters Score -761185.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -761381.187500 Penalty: 2843.971924
	Iteration 7Q: 3 clusters Score -761381.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -761563.437500 Penalty: 2843.971924
	Iteration 8Q: 3 clusters Score -761563.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -761750.312500 Penalty: 2843.971924
	Iteration 9Q: 3 clusters Score -761750.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -761912.187500 Penalty: 2843.971924
	Iteration 10Q: 3 clusters Score -761912.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -762034.687500 Penalty: 2843.971924
	Iteration 11Q: 3 clusters Score -762034.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -762104.375000 Penalty: 2843.971924
	Iteration 12Q: 3 clusters Score -762104.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -762137.062500 Penalty: 2843.971924
	Iteration 13Q: 3 clusters Score -762137.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -762157.687500 Penalty: 2843.971924
	Iteration 14Q: 3 clusters Score -762157.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -762169.625000 Penalty: 2843.971924
	Iteration 15Q: 3 clusters Score -762169.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -762178.562500 Penalty: 2843.971924
	Iteration 16Q: 3 clusters Score -762178.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -762181.812500 Penalty: 2843.971924
	Iteration 17Q: 3 clusters Score -762181.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -762187.062500 Penalty: 2843.971924
	Iteration 18Q: 3 clusters Score -762187.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -762189.437500 Penalty: 2843.971924
	Iteration 19Q: 3 clusters Score -762189.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -762193.187500 Penalty: 2843.971924
	Iteration 20F: 3 clusters Score -762193.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -762194.062500 Penalty: 2843.971924
	Iteration 21Q: 3 clusters Score -762194.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -762197.250000 Penalty: 2843.971924
	Iteration 22Q: 3 clusters Score -762197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -762198.750000 Penalty: 2843.971924
	Iteration 23Q: 3 clusters Score -762198.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -762198.750000 Penalty: 2843.971924
	Iteration 24Q: 3 clusters Score -762198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -762198.812500 Penalty: 2843.971924
	Iteration 25Q: 3 clusters Score -762198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -762201.375000 Penalty: 2843.971924
	Iteration 26Q: 3 clusters Score -762201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -762203.500000 Penalty: 2843.971924
	Iteration 27Q: 3 clusters Score -762203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -762205.187500 Penalty: 2843.971924
	Iteration 28Q: 3 clusters Score -762205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -762204.625000 Penalty: 2843.971924
	Iteration 29Q: 3 clusters Score -762204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -762204.375000 Penalty: 2843.971924
	Iteration 30Q: 3 clusters Score -762204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -762205.187500 Penalty: 2843.971924
	Iteration 31Q: 3 clusters Score -762205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -762206.312500 Penalty: 2843.971924
	Iteration 32Q: 3 clusters Score -762206.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -762206.312500 Penalty: 2843.971924
	Iteration 33F: 3 clusters Score -762206.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Entering Unmasked Estep 
Score: -1114290.625000 Penalty: 1481.533325
	Iteration 0F: 2 clusters Score -1114291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1107711.625000 Penalty: 2963.066650
	Iteration 0F: 3 clusters Score -1107712 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1109769.625000 Penalty: 2963.066650
	Iteration 1F: 3 clusters Score -1109770 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1109988.000000 Penalty: 2963.066650
	Iteration 2F: 3 clusters Score -1109988 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1110152.750000 Penalty: 2963.066650
	Iteration 3Q: 3 clusters Score -1110153 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1110308.875000 Penalty: 2963.066650
	Iteration 4Q: 3 clusters Score -1110309 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1110453.875000 Penalty: 2963.066650
	Iteration 5Q: 3 clusters Score -1110454 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1110572.375000 Penalty: 2963.066650
	Iteration 6Q: 3 clusters Score -1110572 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1110676.625000 Penalty: 2963.066650
	Iteration 7Q: 3 clusters Score -1110677 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1110786.125000 Penalty: 2963.066650
	Iteration 8Q: 3 clusters Score -1110786 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1110897.250000 Penalty: 2963.066650
	Iteration 9Q: 3 clusters Score -1110897 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1111020.500000 Penalty: 2963.066650
	Iteration 10Q: 3 clusters Score -1111020 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1111132.625000 Penalty: 2963.066650
	Iteration 11Q: 3 clusters Score -1111133 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1111244.625000 Penalty: 2963.066650
	Iteration 12Q: 3 clusters Score -1111245 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1111370.625000 Penalty: 2963.066650
	Iteration 13Q: 3 clusters Score -1111371 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1111528.375000 Penalty: 2963.066650
	Iteration 14Q: 3 clusters Score -1111528 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1111718.000000 Penalty: 2963.066650
	Iteration 15Q: 3 clusters Score -1111718 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1111931.625000 Penalty: 2963.066650
	Iteration 16Q: 3 clusters Score -1111932 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1112126.125000 Penalty: 2963.066650
	Iteration 17Q: 3 clusters Score -1112126 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1112294.750000 Penalty: 2963.066650
	Iteration 18Q: 3 clusters Score -1112295 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1112457.500000 Penalty: 2963.066650
	Iteration 19Q: 3 clusters Score -1112458 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1112570.875000 Penalty: 2963.066650
	Iteration 20F: 3 clusters Score -1112571 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1112668.875000 Penalty: 2963.066650
	Iteration 21Q: 3 clusters Score -1112669 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1112744.000000 Penalty: 2963.066650
	Iteration 22Q: 3 clusters Score -1112744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1112800.500000 Penalty: 2963.066650
	Iteration 23Q: 3 clusters Score -1112800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1112840.750000 Penalty: 2963.066650
	Iteration 24Q: 3 clusters Score -1112841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1112880.875000 Penalty: 2963.066650
	Iteration 25Q: 3 clusters Score -1112881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1112905.125000 Penalty: 2963.066650
	Iteration 26Q: 3 clusters Score -1112905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1112923.500000 Penalty: 2963.066650
	Iteration 27Q: 3 clusters Score -1112924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1112942.625000 Penalty: 2963.066650
	Iteration 28Q: 3 clusters Score -1112943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1112957.000000 Penalty: 2963.066650
	Iteration 29Q: 3 clusters Score -1112957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1112967.000000 Penalty: 2963.066650
	Iteration 30Q: 3 clusters Score -1112967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1112978.000000 Penalty: 2963.066650
	Iteration 31Q: 3 clusters Score -1112978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1112982.750000 Penalty: 2963.066650
	Iteration 32Q: 3 clusters Score -1112983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1112986.625000 Penalty: 2963.066650
	Iteration 33Q: 3 clusters Score -1112987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1112987.250000 Penalty: 2963.066650
	Iteration 34Q: 3 clusters Score -1112987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1112987.250000 Penalty: 2963.066650
	Iteration 35F: 3 clusters Score -1112987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32422.121094 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -32422.12 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 180 members 
Entering Unmasked Estep 
Score: -31544.732422 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -31544.73 nChanged 83
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: -31698.669922 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -31698.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31778.650391 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -31778.65 nChanged 15
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: -31816.689453 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -31816.69 nChanged 7
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: -31839.142578 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -31839.14 nChanged 11
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: -31861.087891 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -31861.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31892.169922 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -31892.17 nChanged 10
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: -31915.033203 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -31915.03 nChanged 19
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: -31985.626953 Penalty: 1890.561035
	Iteration 8F: 3 clusters Score -31985.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32069.396484 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -32069.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32172.390625 Penalty: 1890.561035
	Iteration 10Q: 3 clusters Score -32172.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32226.998047 Penalty: 1890.561035
	Iteration 11Q: 3 clusters Score -32227 nChanged 7
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: -32281.050781 Penalty: 1890.561035
	Iteration 12Q: 3 clusters Score -32281.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32311.000000 Penalty: 1890.561035
	Iteration 13Q: 3 clusters Score -32311 nChanged 8
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: -32337.972656 Penalty: 1890.561035
	Iteration 14Q: 3 clusters Score -32337.97 nChanged 2
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: -32343.167969 Penalty: 1890.561035
	Iteration 15Q: 3 clusters Score -32343.17 nChanged 2
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: -32364.914062 Penalty: 1890.561035
	Iteration 16Q: 3 clusters Score -32364.91 nChanged 3
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: -32379.927734 Penalty: 1890.561035
	Iteration 17Q: 3 clusters Score -32379.93 nChanged 3
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: -32396.939453 Penalty: 1890.561035
	Iteration 18Q: 3 clusters Score -32396.94 nChanged 2
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: -32411.855469 Penalty: 1890.561035
	Iteration 19Q: 3 clusters Score -32411.86 nChanged 3
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: -32426.654297 Penalty: 1890.561035
	Iteration 20F: 3 clusters Score -32426.65 nChanged 3
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: -32457.078125 Penalty: 1890.561035
	Iteration 21Q: 3 clusters Score -32457.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32511.919922 Penalty: 1890.561035
	Iteration 22Q: 3 clusters Score -32511.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32542.554688 Penalty: 1890.561035
	Iteration 23Q: 3 clusters Score -32542.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32542.554688 Penalty: 1890.561035
	Iteration 24F: 3 clusters Score -32542.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 96264 members 
Mstep: Class 4 contains 85388 members 
Mstep: Class 5 contains 89313 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27774 members 
Mstep: Class 11 contains 96478 members 
Mstep: Class 12 contains 1854 members 
Mstep: Class 13 contains 10916 members 
Mstep: Class 14 contains 8726 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 92797 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 79643 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2695 members 
Mstep: Class 23 contains 73093 members 
Mstep: Class 24 contains 27696 members 
Mstep: Class 25 contains 4895 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 9110 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 206 members 
Entering Unmasked Estep 
Score: -102242512.000000 Penalty: 70941.500000
Splitting cluster 29 changes total score from -102243912.000000 to -102242512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -10104.012695 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -10104.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9571.743164 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -9571.743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9674.459961 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -9674.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9681.729492 Penalty: 1693.083008
	Iteration 2Q: 3 clusters Score -9681.729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9694.214844 Penalty: 1693.083008
	Iteration 3Q: 3 clusters Score -9694.215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9699.175781 Penalty: 1693.083008
	Iteration 4Q: 3 clusters Score -9699.176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9701.445312 Penalty: 1693.083008
	Iteration 5Q: 3 clusters Score -9701.445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9702.408203 Penalty: 1693.083008
	Iteration 6Q: 3 clusters Score -9702.408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9702.408203 Penalty: 1693.083008
	Iteration 7F: 3 clusters Score -9702.408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -52882.988281 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -52882.99 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 273 members 
Entering Unmasked Estep 
Score: -51968.832031 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -51968.83 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52392.097656 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -52392.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -52642.023438 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -52642.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52839.136719 Penalty: 2049.539551
	Iteration 3F: 3 clusters Score -52839.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -52960.164062 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -52960.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53012.308594 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -53012.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53028.382812 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -53028.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -53042.421875 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -53042.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53043.792969 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -53043.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53043.792969 Penalty: 2049.539551
	Iteration 9F: 3 clusters Score -53043.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 96264 members 
Mstep: Class 4 contains 85388 members 
Mstep: Class 5 contains 89313 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27774 members 
Mstep: Class 11 contains 96478 members 
Mstep: Class 12 contains 1854 members 
Mstep: Class 13 contains 10916 members 
Mstep: Class 14 contains 8726 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 92797 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 79643 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2695 members 
Mstep: Class 23 contains 73093 members 
Mstep: Class 24 contains 27696 members 
Mstep: Class 25 contains 4895 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 9110 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 178 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
Score: -102242592.000000 Penalty: 70941.500000
Splitting cluster 31 changes total score from -102243912.000000 to -102242592.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 96264 members 
Mstep: Class 4 contains 85388 members 
Mstep: Class 5 contains 89313 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27774 members 
Mstep: Class 11 contains 96478 members 
Mstep: Class 12 contains 1854 members 
Mstep: Class 13 contains 10916 members 
Mstep: Class 14 contains 8726 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 92797 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 79643 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2695 members 
Mstep: Class 23 contains 73093 members 
Mstep: Class 24 contains 27696 members 
Mstep: Class 25 contains 4895 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 9110 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243720.000000 Penalty: 68724.578125
Iteration 319Q: 32 clusters Score -1.022437e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 7126 members 
Mstep: Class 3 contains 96261 members 
Mstep: Class 4 contains 85543 members 
Mstep: Class 5 contains 89411 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3814 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27761 members 
Mstep: Class 11 contains 96408 members 
Mstep: Class 12 contains 1854 members 
Mstep: Class 13 contains 10915 members 
Mstep: Class 14 contains 8723 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 92919 members 
Mstep: Class 17 contains 3789 members 
Mstep: Class 18 contains 79680 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2698 members 
Mstep: Class 23 contains 72624 members 
Mstep: Class 24 contains 27803 members 
Mstep: Class 25 contains 4892 members 
Mstep: Class 26 contains 2607 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 9107 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243600.000000 Penalty: 68724.578125
Iteration 320F: 32 clusters Score -1.022436e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 7128 members 
Mstep: Class 3 contains 96264 members 
Mstep: Class 4 contains 85667 members 
Mstep: Class 5 contains 89511 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3826 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27739 members 
Mstep: Class 11 contains 96345 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10912 members 
Mstep: Class 14 contains 8720 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 93060 members 
Mstep: Class 17 contains 3786 members 
Mstep: Class 18 contains 79715 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2698 members 
Mstep: Class 23 contains 72154 members 
Mstep: Class 24 contains 27921 members 
Mstep: Class 25 contains 4891 members 
Mstep: Class 26 contains 2608 members 
Mstep: Class 27 contains 6323 members 
Mstep: Class 28 contains 9109 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243224.000000 Penalty: 68724.578125
Iteration 321Q: 32 clusters Score -1.022432e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 96261 members 
Mstep: Class 4 contains 85706 members 
Mstep: Class 5 contains 89622 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 3835 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27717 members 
Mstep: Class 11 contains 96279 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10907 members 
Mstep: Class 14 contains 8713 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 93299 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 79727 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2696 members 
Mstep: Class 23 contains 71715 members 
Mstep: Class 24 contains 28012 members 
Mstep: Class 25 contains 4890 members 
Mstep: Class 26 contains 2607 members 
Mstep: Class 27 contains 6325 members 
Mstep: Class 28 contains 9107 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243336.000000 Penalty: 68724.578125
Iteration 322Q: 32 clusters Score -1.022433e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 96266 members 
Mstep: Class 4 contains 85794 members 
Mstep: Class 5 contains 89752 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27682 members 
Mstep: Class 11 contains 96211 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10897 members 
Mstep: Class 14 contains 8715 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 93498 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 79754 members 
Mstep: Class 19 contains 5409 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2696 members 
Mstep: Class 23 contains 71274 members 
Mstep: Class 24 contains 28089 members 
Mstep: Class 25 contains 4889 members 
Mstep: Class 26 contains 2606 members 
Mstep: Class 27 contains 6324 members 
Mstep: Class 28 contains 9104 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243088.000000 Penalty: 68724.578125
Iteration 323Q: 32 clusters Score -1.022431e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 7131 members 
Mstep: Class 3 contains 96277 members 
Mstep: Class 4 contains 85857 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27660 members 
Mstep: Class 11 contains 96204 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10898 members 
Mstep: Class 14 contains 8710 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 93660 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 18 contains 79777 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2697 members 
Mstep: Class 23 contains 70810 members 
Mstep: Class 24 contains 28168 members 
Mstep: Class 25 contains 4888 members 
Mstep: Class 26 contains 2606 members 
Mstep: Class 27 contains 6321 members 
Mstep: Class 28 contains 9103 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242960.000000 Penalty: 68724.578125
Iteration 324Q: 32 clusters Score -1.02243e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 7131 members 
Mstep: Class 3 contains 96267 members 
Mstep: Class 4 contains 85951 members 
Mstep: Class 5 contains 90056 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27634 members 
Mstep: Class 11 contains 96225 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10893 members 
Mstep: Class 14 contains 8702 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 93784 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 18 contains 79794 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2697 members 
Mstep: Class 23 contains 70359 members 
Mstep: Class 24 contains 28236 members 
Mstep: Class 25 contains 4888 members 
Mstep: Class 26 contains 2606 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 9100 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242656.000000 Penalty: 68724.578125
Iteration 325Q: 32 clusters Score -1.022427e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 96269 members 
Mstep: Class 4 contains 86070 members 
Mstep: Class 5 contains 90174 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3851 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27602 members 
Mstep: Class 11 contains 96243 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10890 members 
Mstep: Class 14 contains 8699 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 93909 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 79810 members 
Mstep: Class 19 contains 5412 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 69911 members 
Mstep: Class 24 contains 28295 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2606 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 9097 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242112.000000 Penalty: 68724.578125
Iteration 326Q: 32 clusters Score -1.022421e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97779 members 
Mstep: Class 2 contains 7138 members 
Mstep: Class 3 contains 96265 members 
Mstep: Class 4 contains 86138 members 
Mstep: Class 5 contains 90289 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27557 members 
Mstep: Class 11 contains 96280 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10894 members 
Mstep: Class 14 contains 8696 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 94063 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 18 contains 79826 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2703 members 
Mstep: Class 23 contains 69476 members 
Mstep: Class 24 contains 28348 members 
Mstep: Class 25 contains 4888 members 
Mstep: Class 26 contains 2606 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 9095 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241760.000000 Penalty: 68724.578125
Iteration 327Q: 32 clusters Score -1.022418e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97801 members 
Mstep: Class 2 contains 7137 members 
Mstep: Class 3 contains 96267 members 
Mstep: Class 4 contains 86262 members 
Mstep: Class 5 contains 90383 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 27502 members 
Mstep: Class 11 contains 96308 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10893 members 
Mstep: Class 14 contains 8693 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 94183 members 
Mstep: Class 17 contains 3789 members 
Mstep: Class 18 contains 79858 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 69033 members 
Mstep: Class 24 contains 28421 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2607 members 
Mstep: Class 27 contains 6321 members 
Mstep: Class 28 contains 9096 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241704.000000 Penalty: 68724.578125
Iteration 328Q: 32 clusters Score -1.022417e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97823 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 96258 members 
Mstep: Class 4 contains 86385 members 
Mstep: Class 5 contains 90488 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 27439 members 
Mstep: Class 11 contains 96326 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10892 members 
Mstep: Class 14 contains 8696 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 94305 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 79900 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 68615 members 
Mstep: Class 24 contains 28473 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2606 members 
Mstep: Class 27 contains 6322 members 
Mstep: Class 28 contains 9097 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241360.000000 Penalty: 68724.578125
Iteration 329Q: 32 clusters Score -1.022414e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 96255 members 
Mstep: Class 4 contains 86468 members 
Mstep: Class 5 contains 90628 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 3864 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 96373 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10890 members 
Mstep: Class 14 contains 8695 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 94382 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 18 contains 79921 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 68201 members 
Mstep: Class 24 contains 28532 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2606 members 
Mstep: Class 27 contains 6324 members 
Mstep: Class 28 contains 9100 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240992.000000 Penalty: 68724.578125
Iteration 330Q: 32 clusters Score -1.02241e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 96255 members 
Mstep: Class 4 contains 86516 members 
Mstep: Class 5 contains 90751 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 3870 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 27356 members 
Mstep: Class 11 contains 96488 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10895 members 
Mstep: Class 14 contains 8686 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 94483 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 79933 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 67783 members 
Mstep: Class 24 contains 28585 members 
Mstep: Class 25 contains 4888 members 
Mstep: Class 26 contains 2606 members 
Mstep: Class 27 contains 6324 members 
Mstep: Class 28 contains 9101 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241120.000000 Penalty: 68724.578125
Iteration 331Q: 32 clusters Score -1.022411e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 7126 members 
Mstep: Class 3 contains 96253 members 
Mstep: Class 4 contains 86530 members 
Mstep: Class 5 contains 90872 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 27311 members 
Mstep: Class 11 contains 96583 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10899 members 
Mstep: Class 14 contains 8680 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 94563 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 79969 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 67398 members 
Mstep: Class 24 contains 28654 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2605 members 
Mstep: Class 27 contains 6325 members 
Mstep: Class 28 contains 9100 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240792.000000 Penalty: 68724.578125
Iteration 332Q: 32 clusters Score -1.022408e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 7128 members 
Mstep: Class 3 contains 96248 members 
Mstep: Class 4 contains 86535 members 
Mstep: Class 5 contains 90994 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 27273 members 
Mstep: Class 11 contains 96687 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10904 members 
Mstep: Class 14 contains 8674 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 94639 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 80018 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 67013 members 
Mstep: Class 24 contains 28720 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6322 members 
Mstep: Class 28 contains 9095 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240664.000000 Penalty: 68724.578125
Iteration 333Q: 32 clusters Score -1.022407e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97913 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 96248 members 
Mstep: Class 4 contains 86569 members 
Mstep: Class 5 contains 91111 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 3887 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 27232 members 
Mstep: Class 11 contains 96793 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 10904 members 
Mstep: Class 14 contains 8672 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 94730 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 80059 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2710 members 
Mstep: Class 23 contains 66586 members 
Mstep: Class 24 contains 28781 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6320 members 
Mstep: Class 28 contains 9091 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240712.000000 Penalty: 68724.578125
Iteration 334Q: 32 clusters Score -1.022407e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 96241 members 
Mstep: Class 4 contains 86662 members 
Mstep: Class 5 contains 91249 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 3895 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 27207 members 
Mstep: Class 11 contains 96890 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 10904 members 
Mstep: Class 14 contains 8669 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 94812 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 80090 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 66109 members 
Mstep: Class 24 contains 28840 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 9086 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240416.000000 Penalty: 68724.578125
Iteration 335Q: 32 clusters Score -1.022404e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 96242 members 
Mstep: Class 4 contains 86740 members 
Mstep: Class 5 contains 91368 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 3900 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 11 contains 96993 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 10898 members 
Mstep: Class 14 contains 8666 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 94918 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 80119 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 65638 members 
Mstep: Class 24 contains 28887 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6317 members 
Mstep: Class 28 contains 9084 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240096.000000 Penalty: 68724.578125
Iteration 336Q: 32 clusters Score -1.022401e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 96253 members 
Mstep: Class 4 contains 86841 members 
Mstep: Class 5 contains 91497 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 27163 members 
Mstep: Class 11 contains 97085 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 10889 members 
Mstep: Class 14 contains 8663 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 95031 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 80164 members 
Mstep: Class 19 contains 5412 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 65125 members 
Mstep: Class 24 contains 28922 members 
Mstep: Class 25 contains 4890 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 9081 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239840.000000 Penalty: 68724.578125
Iteration 337Q: 32 clusters Score -1.022398e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 96270 members 
Mstep: Class 4 contains 86970 members 
Mstep: Class 5 contains 91634 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 27143 members 
Mstep: Class 11 contains 97167 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 10884 members 
Mstep: Class 14 contains 8668 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 95131 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 80177 members 
Mstep: Class 19 contains 5413 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 64620 members 
Mstep: Class 24 contains 28952 members 
Mstep: Class 25 contains 4892 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6313 members 
Mstep: Class 28 contains 9081 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239408.000000 Penalty: 68724.578125
Iteration 338Q: 32 clusters Score -1.022394e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 97982 members 
Mstep: Class 2 contains 7140 members 
Mstep: Class 3 contains 96273 members 
Mstep: Class 4 contains 87059 members 
Mstep: Class 5 contains 91751 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3911 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 27128 members 
Mstep: Class 11 contains 97231 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 8669 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 95274 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 80209 members 
Mstep: Class 19 contains 5414 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 64117 members 
Mstep: Class 24 contains 28999 members 
Mstep: Class 25 contains 4891 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6313 members 
Mstep: Class 28 contains 9075 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238992.000000 Penalty: 68724.578125
Iteration 339Q: 32 clusters Score -1.02239e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 96276 members 
Mstep: Class 4 contains 87134 members 
Mstep: Class 5 contains 91854 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 27105 members 
Mstep: Class 11 contains 97332 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 10876 members 
Mstep: Class 14 contains 8677 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 95383 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 80233 members 
Mstep: Class 19 contains 5414 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 63656 members 
Mstep: Class 24 contains 29032 members 
Mstep: Class 25 contains 4891 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6313 members 
Mstep: Class 28 contains 9076 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238880.000000 Penalty: 68724.578125
Iteration 340F: 32 clusters Score -1.022389e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 96274 members 
Mstep: Class 4 contains 87223 members 
Mstep: Class 5 contains 91946 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 27080 members 
Mstep: Class 11 contains 97458 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 8680 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 95499 members 
Mstep: Class 17 contains 3770 members 
Mstep: Class 18 contains 80263 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 63154 members 
Mstep: Class 24 contains 29064 members 
Mstep: Class 25 contains 4891 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 9077 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238752.000000 Penalty: 68724.578125
Iteration 341Q: 32 clusters Score -1.022388e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98061 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 96272 members 
Mstep: Class 4 contains 87341 members 
Mstep: Class 5 contains 92075 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 27056 members 
Mstep: Class 11 contains 97541 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 10867 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 95612 members 
Mstep: Class 17 contains 3770 members 
Mstep: Class 18 contains 80272 members 
Mstep: Class 19 contains 5418 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 62666 members 
Mstep: Class 24 contains 29094 members 
Mstep: Class 25 contains 4891 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6314 members 
Mstep: Class 28 contains 9079 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238624.000000 Penalty: 68724.578125
Iteration 342Q: 32 clusters Score -1.022386e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98064 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 96280 members 
Mstep: Class 4 contains 87437 members 
Mstep: Class 5 contains 92229 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 27038 members 
Mstep: Class 11 contains 97619 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 95751 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 80269 members 
Mstep: Class 19 contains 5418 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 62179 members 
Mstep: Class 24 contains 29118 members 
Mstep: Class 25 contains 4892 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 9080 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238152.000000 Penalty: 68724.578125
Iteration 343Q: 32 clusters Score -1.022382e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98076 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 96283 members 
Mstep: Class 4 contains 87569 members 
Mstep: Class 5 contains 92392 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 27009 members 
Mstep: Class 11 contains 97719 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 8690 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 95838 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 80274 members 
Mstep: Class 19 contains 5419 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2717 members 
Mstep: Class 23 contains 61673 members 
Mstep: Class 24 contains 29151 members 
Mstep: Class 25 contains 4892 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 9078 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237784.000000 Penalty: 68724.578125
Iteration 344Q: 32 clusters Score -1.022378e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98099 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 3 contains 96279 members 
Mstep: Class 4 contains 87633 members 
Mstep: Class 5 contains 92545 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26977 members 
Mstep: Class 11 contains 97835 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 10840 members 
Mstep: Class 14 contains 8690 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 95939 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 80283 members 
Mstep: Class 19 contains 5420 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 61213 members 
Mstep: Class 24 contains 29184 members 
Mstep: Class 25 contains 4894 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 9076 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237464.000000 Penalty: 68724.578125
Iteration 345Q: 32 clusters Score -1.022375e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 3 contains 96276 members 
Mstep: Class 4 contains 87706 members 
Mstep: Class 5 contains 92695 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 26934 members 
Mstep: Class 11 contains 97998 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10840 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 96018 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 80307 members 
Mstep: Class 19 contains 5423 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 60756 members 
Mstep: Class 24 contains 29186 members 
Mstep: Class 25 contains 4895 members 
Mstep: Class 26 contains 2601 members 
Mstep: Class 27 contains 6321 members 
Mstep: Class 28 contains 9071 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237248.000000 Penalty: 68724.578125
Iteration 346Q: 32 clusters Score -1.022372e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 96276 members 
Mstep: Class 4 contains 87764 members 
Mstep: Class 5 contains 92832 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3939 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 26904 members 
Mstep: Class 11 contains 98170 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 8683 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 96090 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 80320 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 60339 members 
Mstep: Class 24 contains 29180 members 
Mstep: Class 25 contains 4895 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6324 members 
Mstep: Class 28 contains 9064 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237032.000000 Penalty: 68724.578125
Iteration 347Q: 32 clusters Score -1.02237e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 7168 members 
Mstep: Class 3 contains 96274 members 
Mstep: Class 4 contains 87842 members 
Mstep: Class 5 contains 92960 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3941 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26856 members 
Mstep: Class 11 contains 98277 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 8677 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 96196 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 18 contains 80348 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 59920 members 
Mstep: Class 24 contains 29182 members 
Mstep: Class 25 contains 4894 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6331 members 
Mstep: Class 28 contains 9068 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236488.000000 Penalty: 68724.578125
Iteration 348Q: 32 clusters Score -1.022365e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98165 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 96271 members 
Mstep: Class 4 contains 87893 members 
Mstep: Class 5 contains 93088 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3944 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26807 members 
Mstep: Class 11 contains 98397 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10815 members 
Mstep: Class 14 contains 8671 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 96302 members 
Mstep: Class 17 contains 3761 members 
Mstep: Class 18 contains 80362 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 59523 members 
Mstep: Class 24 contains 29188 members 
Mstep: Class 25 contains 4894 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6335 members 
Mstep: Class 28 contains 9073 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236288.000000 Penalty: 68724.578125
Iteration 349Q: 32 clusters Score -1.022363e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 7168 members 
Mstep: Class 3 contains 96270 members 
Mstep: Class 4 contains 88004 members 
Mstep: Class 5 contains 93203 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3947 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26761 members 
Mstep: Class 11 contains 98479 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10805 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 96396 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 80400 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 59100 members 
Mstep: Class 24 contains 29193 members 
Mstep: Class 25 contains 4894 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 9070 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236256.000000 Penalty: 68724.578125
Iteration 350Q: 32 clusters Score -1.022363e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98188 members 
Mstep: Class 2 contains 7168 members 
Mstep: Class 3 contains 96273 members 
Mstep: Class 4 contains 88175 members 
Mstep: Class 5 contains 93330 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3949 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26704 members 
Mstep: Class 11 contains 98552 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10793 members 
Mstep: Class 14 contains 8680 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 96466 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 80438 members 
Mstep: Class 19 contains 5434 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 58664 members 
Mstep: Class 24 contains 29202 members 
Mstep: Class 25 contains 4894 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6344 members 
Mstep: Class 28 contains 9070 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236016.000000 Penalty: 68724.578125
Iteration 351Q: 32 clusters Score -1.02236e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 96287 members 
Mstep: Class 4 contains 88352 members 
Mstep: Class 5 contains 93449 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3951 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26649 members 
Mstep: Class 11 contains 98633 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10784 members 
Mstep: Class 14 contains 8676 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 96557 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 80474 members 
Mstep: Class 19 contains 5435 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 58216 members 
Mstep: Class 24 contains 29202 members 
Mstep: Class 25 contains 4893 members 
Mstep: Class 26 contains 2605 members 
Mstep: Class 27 contains 6348 members 
Mstep: Class 28 contains 9071 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235536.000000 Penalty: 68724.578125
Iteration 352Q: 32 clusters Score -1.022355e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 96299 members 
Mstep: Class 4 contains 88490 members 
Mstep: Class 5 contains 93607 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26597 members 
Mstep: Class 11 contains 98721 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10782 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 96643 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 80483 members 
Mstep: Class 19 contains 5434 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 57762 members 
Mstep: Class 24 contains 29215 members 
Mstep: Class 25 contains 4893 members 
Mstep: Class 26 contains 2606 members 
Mstep: Class 27 contains 6352 members 
Mstep: Class 28 contains 9067 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235280.000000 Penalty: 68724.578125
Iteration 353Q: 32 clusters Score -1.022353e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98184 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 3 contains 96303 members 
Mstep: Class 4 contains 88601 members 
Mstep: Class 5 contains 93761 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3954 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26530 members 
Mstep: Class 11 contains 98802 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10778 members 
Mstep: Class 14 contains 8684 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 96742 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 80516 members 
Mstep: Class 19 contains 5437 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 57313 members 
Mstep: Class 24 contains 29228 members 
Mstep: Class 25 contains 4895 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6358 members 
Mstep: Class 28 contains 9066 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234888.000000 Penalty: 68724.578125
Iteration 354Q: 32 clusters Score -1.022349e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 3 contains 96310 members 
Mstep: Class 4 contains 88757 members 
Mstep: Class 5 contains 93918 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3954 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26466 members 
Mstep: Class 11 contains 98920 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10773 members 
Mstep: Class 14 contains 8677 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 96811 members 
Mstep: Class 17 contains 3755 members 
Mstep: Class 18 contains 80537 members 
Mstep: Class 19 contains 5439 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 56836 members 
Mstep: Class 24 contains 29236 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6363 members 
Mstep: Class 28 contains 9064 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234568.000000 Penalty: 68724.578125
Iteration 355Q: 32 clusters Score -1.022346e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 3 contains 96314 members 
Mstep: Class 4 contains 88905 members 
Mstep: Class 5 contains 94058 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3957 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26403 members 
Mstep: Class 11 contains 99028 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 8681 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 96890 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 80569 members 
Mstep: Class 19 contains 5441 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 56338 members 
Mstep: Class 24 contains 29264 members 
Mstep: Class 25 contains 4897 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6364 members 
Mstep: Class 28 contains 9064 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234208.000000 Penalty: 68724.578125
Iteration 356Q: 32 clusters Score -1.022342e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 96327 members 
Mstep: Class 4 contains 89032 members 
Mstep: Class 5 contains 94182 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26335 members 
Mstep: Class 11 contains 99139 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10747 members 
Mstep: Class 14 contains 8693 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 96986 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 80604 members 
Mstep: Class 19 contains 5444 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 55864 members 
Mstep: Class 24 contains 29283 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6363 members 
Mstep: Class 28 contains 9060 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234000.000000 Penalty: 68724.578125
Iteration 357Q: 32 clusters Score -1.02234e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 96330 members 
Mstep: Class 4 contains 89144 members 
Mstep: Class 5 contains 94272 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26272 members 
Mstep: Class 11 contains 99255 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10735 members 
Mstep: Class 14 contains 8697 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 97121 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 80636 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 55415 members 
Mstep: Class 24 contains 29300 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 9064 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233664.000000 Penalty: 68724.578125
Iteration 358Q: 32 clusters Score -1.022337e+08 nChanged 1477
Entering ConstructFrom: 
Score: -102233664.000000 Penalty: 68724.578125
Entering ConstructFrom: 
Trying to split cluster 1 (98236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98236 members 
Entering Unmasked Estep 
Score: -12302142.000000 Penalty: 1867.958252
	Iteration 0F: 2 clusters Score -1.230214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -12240153.000000 Penalty: 3735.916504
	Iteration 0F: 3 clusters Score -1.224015e+07 nChanged 47187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -12267604.000000 Penalty: 3735.916504
	Iteration 1F: 3 clusters Score -1.22676e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -12268527.000000 Penalty: 3735.916504
	Iteration 2Q: 3 clusters Score -1.226853e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -12269871.000000 Penalty: 3735.916504
	Iteration 3Q: 3 clusters Score -1.226987e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -12271983.000000 Penalty: 3735.916504
	Iteration 4F: 3 clusters Score -1.227198e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -12275317.000000 Penalty: 3735.916504
	Iteration 5F: 3 clusters Score -1.227532e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -12279776.000000 Penalty: 3735.916504
	Iteration 6F: 3 clusters Score -1.227978e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -12284809.000000 Penalty: 3735.916504
	Iteration 7F: 3 clusters Score -1.228481e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -12290592.000000 Penalty: 3735.916504
	Iteration 8F: 3 clusters Score -1.229059e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -12295648.000000 Penalty: 3735.916504
	Iteration 9Q: 3 clusters Score -1.229565e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 90946 members 
Entering Unmasked Estep 
Score: -12298688.000000 Penalty: 3735.916504
	Iteration 10Q: 3 clusters Score -1.229869e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 93950 members 
Entering Unmasked Estep 
Score: -12300049.000000 Penalty: 3735.916504
	Iteration 11Q: 3 clusters Score -1.230005e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -12300474.000000 Penalty: 3735.916504
	Iteration 12Q: 3 clusters Score -1.230047e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -12300557.000000 Penalty: 3735.916504
	Iteration 13Q: 3 clusters Score -1.230056e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -12300565.000000 Penalty: 3735.916504
	Iteration 14Q: 3 clusters Score -1.230056e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -12300629.000000 Penalty: 3735.916504
	Iteration 15Q: 3 clusters Score -1.230063e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -12300645.000000 Penalty: 3735.916504
	Iteration 16Q: 3 clusters Score -1.230064e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 97926 members 
Entering Unmasked Estep 
Score: -12300656.000000 Penalty: 3735.916504
	Iteration 17Q: 3 clusters Score -1.230066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 97954 members 
Entering Unmasked Estep 
Score: -12300665.000000 Penalty: 3735.916504
	Iteration 18Q: 3 clusters Score -1.230066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 97965 members 
Entering Unmasked Estep 
Score: -12300681.000000 Penalty: 3735.916504
	Iteration 19Q: 3 clusters Score -1.230068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 97978 members 
Entering Unmasked Estep 
Score: -12300695.000000 Penalty: 3735.916504
	Iteration 20F: 3 clusters Score -1.23007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 97990 members 
Entering Unmasked Estep 
Score: -12300694.000000 Penalty: 3735.916504
	Iteration 21Q: 3 clusters Score -1.230069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 97996 members 
Entering Unmasked Estep 
Score: -12300701.000000 Penalty: 3735.916504
	Iteration 22Q: 3 clusters Score -1.23007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -12300718.000000 Penalty: 3735.916504
	Iteration 23Q: 3 clusters Score -1.230072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -12300721.000000 Penalty: 3735.916504
	Iteration 24Q: 3 clusters Score -1.230072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 98007 members 
Entering Unmasked Estep 
Score: -12300720.000000 Penalty: 3735.916504
	Iteration 25Q: 3 clusters Score -1.230072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 98010 members 
Entering Unmasked Estep 
Score: -12300723.000000 Penalty: 3735.916504
	Iteration 26Q: 3 clusters Score -1.230072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -12300725.000000 Penalty: 3735.916504
	Iteration 27Q: 3 clusters Score -1.230072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -12300725.000000 Penalty: 3735.916504
	Iteration 28Q: 3 clusters Score -1.230072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -12300726.000000 Penalty: 3735.916504
	Iteration 29Q: 3 clusters Score -1.230073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -12300726.000000 Penalty: 3735.916504
	Iteration 30F: 3 clusters Score -1.230073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Entering Unmasked Estep 
Score: -879317.187500 Penalty: 1442.846436
	Iteration 0F: 2 clusters Score -879317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -873990.812500 Penalty: 2885.692871
	Iteration 0F: 3 clusters Score -873990.8 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -875550.687500 Penalty: 2885.692871
	Iteration 1F: 3 clusters Score -875550.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -875730.750000 Penalty: 2885.692871
	Iteration 2F: 3 clusters Score -875730.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -875870.562500 Penalty: 2885.692871
	Iteration 3Q: 3 clusters Score -875870.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -875991.437500 Penalty: 2885.692871
	Iteration 4Q: 3 clusters Score -875991.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -876123.437500 Penalty: 2885.692871
	Iteration 5Q: 3 clusters Score -876123.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -876260.187500 Penalty: 2885.692871
	Iteration 6Q: 3 clusters Score -876260.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -876419.250000 Penalty: 2885.692871
	Iteration 7Q: 3 clusters Score -876419.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -876626.812500 Penalty: 2885.692871
	Iteration 8Q: 3 clusters Score -876626.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -876856.250000 Penalty: 2885.692871
	Iteration 9Q: 3 clusters Score -876856.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -877119.375000 Penalty: 2885.692871
	Iteration 10Q: 3 clusters Score -877119.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -877398.125000 Penalty: 2885.692871
	Iteration 11Q: 3 clusters Score -877398.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -877686.750000 Penalty: 2885.692871
	Iteration 12Q: 3 clusters Score -877686.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -877959.750000 Penalty: 2885.692871
	Iteration 13Q: 3 clusters Score -877959.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -878179.812500 Penalty: 2885.692871
	Iteration 14Q: 3 clusters Score -878179.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -878341.937500 Penalty: 2885.692871
	Iteration 15Q: 3 clusters Score -878341.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -878442.312500 Penalty: 2885.692871
	Iteration 16Q: 3 clusters Score -878442.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -878489.062500 Penalty: 2885.692871
	Iteration 17Q: 3 clusters Score -878489.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -878520.625000 Penalty: 2885.692871
	Iteration 18Q: 3 clusters Score -878520.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -878538.250000 Penalty: 2885.692871
	Iteration 19Q: 3 clusters Score -878538.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -878553.812500 Penalty: 2885.692871
	Iteration 20F: 3 clusters Score -878553.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -878562.437500 Penalty: 2885.692871
	Iteration 21Q: 3 clusters Score -878562.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -878567.562500 Penalty: 2885.692871
	Iteration 22Q: 3 clusters Score -878567.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -878573.687500 Penalty: 2885.692871
	Iteration 23Q: 3 clusters Score -878573.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -878575.750000 Penalty: 2885.692871
	Iteration 24Q: 3 clusters Score -878575.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -878577.562500 Penalty: 2885.692871
	Iteration 25Q: 3 clusters Score -878577.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -878581.437500 Penalty: 2885.692871
	Iteration 26Q: 3 clusters Score -878581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -878583.687500 Penalty: 2885.692871
	Iteration 27Q: 3 clusters Score -878583.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -878583.625000 Penalty: 2885.692871
	Iteration 28Q: 3 clusters Score -878583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -878584.187500 Penalty: 2885.692871
	Iteration 29Q: 3 clusters Score -878584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -878586.437500 Penalty: 2885.692871
	Iteration 30Q: 3 clusters Score -878586.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -878586.875000 Penalty: 2885.692871
	Iteration 31Q: 3 clusters Score -878586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -878586.687500 Penalty: 2885.692871
	Iteration 32Q: 3 clusters Score -878586.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -878586.687500 Penalty: 2885.692871
	Iteration 33F: 3 clusters Score -878586.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Entering Unmasked Estep 
Score: -12175848.000000 Penalty: 1864.791382
	Iteration 0F: 2 clusters Score -1.217585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -12119056.000000 Penalty: 3729.582764
	Iteration 0F: 3 clusters Score -1.211906e+07 nChanged 46059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -12145729.000000 Penalty: 3729.582764
	Iteration 1F: 3 clusters Score -1.214573e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -12146590.000000 Penalty: 3729.582764
	Iteration 2Q: 3 clusters Score -1.214659e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -12147776.000000 Penalty: 3729.582764
	Iteration 3Q: 3 clusters Score -1.214778e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -12150130.000000 Penalty: 3729.582764
	Iteration 4Q: 3 clusters Score -1.215013e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -12153650.000000 Penalty: 3729.582764
	Iteration 5F: 3 clusters Score -1.215365e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -12157859.000000 Penalty: 3729.582764
	Iteration 6F: 3 clusters Score -1.215786e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -12162080.000000 Penalty: 3729.582764
	Iteration 7F: 3 clusters Score -1.216208e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -12165364.000000 Penalty: 3729.582764
	Iteration 8F: 3 clusters Score -1.216536e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -12167475.000000 Penalty: 3729.582764
	Iteration 9Q: 3 clusters Score -1.216748e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -12168605.000000 Penalty: 3729.582764
	Iteration 10Q: 3 clusters Score -1.21686e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -12169235.000000 Penalty: 3729.582764
	Iteration 11Q: 3 clusters Score -1.216924e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -12169573.000000 Penalty: 3729.582764
	Iteration 12Q: 3 clusters Score -1.216957e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -12169841.000000 Penalty: 3729.582764
	Iteration 13Q: 3 clusters Score -1.216984e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -12169922.000000 Penalty: 3729.582764
	Iteration 14Q: 3 clusters Score -1.216992e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -12169997.000000 Penalty: 3729.582764
	Iteration 15Q: 3 clusters Score -1.217e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -12170111.000000 Penalty: 3729.582764
	Iteration 16Q: 3 clusters Score -1.217011e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -12170214.000000 Penalty: 3729.582764
	Iteration 17Q: 3 clusters Score -1.217021e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -12170347.000000 Penalty: 3729.582764
	Iteration 18Q: 3 clusters Score -1.217035e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -12170495.000000 Penalty: 3729.582764
	Iteration 19Q: 3 clusters Score -1.21705e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -12170649.000000 Penalty: 3729.582764
	Iteration 20F: 3 clusters Score -1.217065e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 72117 members 
Entering Unmasked Estep 
Score: -12170735.000000 Penalty: 3729.582764
	Iteration 21Q: 3 clusters Score -1.217074e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -12170820.000000 Penalty: 3729.582764
	Iteration 22Q: 3 clusters Score -1.217082e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -12170883.000000 Penalty: 3729.582764
	Iteration 23Q: 3 clusters Score -1.217088e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -12170855.000000 Penalty: 3729.582764
	Iteration 24Q: 3 clusters Score -1.217086e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -12170772.000000 Penalty: 3729.582764
	Iteration 25Q: 3 clusters Score -1.217077e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -12170733.000000 Penalty: 3729.582764
	Iteration 26Q: 3 clusters Score -1.217073e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -12170720.000000 Penalty: 3729.582764
	Iteration 27Q: 3 clusters Score -1.217072e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 81365 members 
Entering Unmasked Estep 
Score: -12170833.000000 Penalty: 3729.582764
	Iteration 28Q: 3 clusters Score -1.217083e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 82663 members 
Entering Unmasked Estep 
Score: -12172270.000000 Penalty: 3729.582764
	Iteration 29Q: 3 clusters Score -1.217227e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -12173853.000000 Penalty: 3729.582764
	Iteration 30Q: 3 clusters Score -1.217385e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -12175047.000000 Penalty: 3729.582764
	Iteration 31Q: 3 clusters Score -1.217505e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -12175895.000000 Penalty: 3729.582764
	Iteration 32Q: 3 clusters Score -1.21759e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 89116 members 
Entering Unmasked Estep 
Score: -12176490.000000 Penalty: 3729.582764
	Iteration 33Q: 3 clusters Score -1.217649e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -12176634.000000 Penalty: 3729.582764
	Iteration 34Q: 3 clusters Score -1.217663e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -12176763.000000 Penalty: 3729.582764
	Iteration 35Q: 3 clusters Score -1.217676e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 92194 members 
Entering Unmasked Estep 
Score: -12176656.000000 Penalty: 3729.582764
	Iteration 36Q: 3 clusters Score -1.217666e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -12176510.000000 Penalty: 3729.582764
	Iteration 37Q: 3 clusters Score -1.217651e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -12176472.000000 Penalty: 3729.582764
	Iteration 38Q: 3 clusters Score -1.217647e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -12176379.000000 Penalty: 3729.582764
	Iteration 39Q: 3 clusters Score -1.217638e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -12176427.000000 Penalty: 3729.582764
	Iteration 40F: 3 clusters Score -1.217643e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -12176306.000000 Penalty: 3729.582764
	Iteration 41Q: 3 clusters Score -1.217631e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -12176213.000000 Penalty: 3729.582764
	Iteration 42Q: 3 clusters Score -1.217621e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 94284 members 
Entering Unmasked Estep 
Score: -12176070.000000 Penalty: 3729.582764
	Iteration 43Q: 3 clusters Score -1.217607e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -12175982.000000 Penalty: 3729.582764
	Iteration 44Q: 3 clusters Score -1.217598e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 94531 members 
Entering Unmasked Estep 
Score: -12175930.000000 Penalty: 3729.582764
	Iteration 45Q: 3 clusters Score -1.217593e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -12175919.000000 Penalty: 3729.582764
	Iteration 46Q: 3 clusters Score -1.217592e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 94674 members 
Entering Unmasked Estep 
Score: -12175885.000000 Penalty: 3729.582764
	Iteration 47Q: 3 clusters Score -1.217588e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -12175850.000000 Penalty: 3729.582764
	Iteration 48Q: 3 clusters Score -1.217585e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -12175829.000000 Penalty: 3729.582764
	Iteration 49Q: 3 clusters Score -1.217583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 94776 members 
Entering Unmasked Estep 
Score: -12175827.000000 Penalty: 3729.582764
	Iteration 50Q: 3 clusters Score -1.217583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -12175814.000000 Penalty: 3729.582764
	Iteration 51Q: 3 clusters Score -1.217581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -12175812.000000 Penalty: 3729.582764
	Iteration 52Q: 3 clusters Score -1.217581e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -12175798.000000 Penalty: 3729.582764
	Iteration 53Q: 3 clusters Score -1.21758e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -12175796.000000 Penalty: 3729.582764
	Iteration 54Q: 3 clusters Score -1.21758e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -12175750.000000 Penalty: 3729.582764
	Iteration 55Q: 3 clusters Score -1.217575e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -12175733.000000 Penalty: 3729.582764
	Iteration 56Q: 3 clusters Score -1.217573e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 94934 members 
Entering Unmasked Estep 
Score: -12175703.000000 Penalty: 3729.582764
	Iteration 57Q: 3 clusters Score -1.21757e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -12175684.000000 Penalty: 3729.582764
	Iteration 58Q: 3 clusters Score -1.217568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -12175679.000000 Penalty: 3729.582764
	Iteration 59Q: 3 clusters Score -1.217568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -12175681.000000 Penalty: 3729.582764
	Iteration 60F: 3 clusters Score -1.217568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -12175689.000000 Penalty: 3729.582764
	Iteration 61Q: 3 clusters Score -1.217569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 94973 members 
Entering Unmasked Estep 
Score: -12175683.000000 Penalty: 3729.582764
	Iteration 62Q: 3 clusters Score -1.217568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -12175675.000000 Penalty: 3729.582764
	Iteration 63Q: 3 clusters Score -1.217568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 94983 members 
Entering Unmasked Estep 
Score: -12175671.000000 Penalty: 3729.582764
	Iteration 64Q: 3 clusters Score -1.217567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -12175684.000000 Penalty: 3729.582764
	Iteration 65Q: 3 clusters Score -1.217568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -12175680.000000 Penalty: 3729.582764
	Iteration 66Q: 3 clusters Score -1.217568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -12175679.000000 Penalty: 3729.582764
	Iteration 67Q: 3 clusters Score -1.217568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -12175677.000000 Penalty: 3729.582764
	Iteration 68Q: 3 clusters Score -1.217568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -12175678.000000 Penalty: 3729.582764
	Iteration 69Q: 3 clusters Score -1.217568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -12175678.000000 Penalty: 3729.582764
	Iteration 70F: 3 clusters Score -1.217568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (89202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89202 members 
Entering Unmasked Estep 
Score: -11097429.000000 Penalty: 1852.282104
	Iteration 0F: 2 clusters Score -1.109743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -11041101.000000 Penalty: 3704.564209
	Iteration 0F: 3 clusters Score -1.10411e+07 nChanged 42691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -11066104.000000 Penalty: 3704.564209
	Iteration 1F: 3 clusters Score -1.10661e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -11067333.000000 Penalty: 3704.564209
	Iteration 2Q: 3 clusters Score -1.106733e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -11068929.000000 Penalty: 3704.564209
	Iteration 3Q: 3 clusters Score -1.106893e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -11071440.000000 Penalty: 3704.564209
	Iteration 4F: 3 clusters Score -1.107144e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -11075041.000000 Penalty: 3704.564209
	Iteration 5F: 3 clusters Score -1.107504e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -11080094.000000 Penalty: 3704.564209
	Iteration 6F: 3 clusters Score -1.108009e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -11085432.000000 Penalty: 3704.564209
	Iteration 7F: 3 clusters Score -1.108543e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -11088828.000000 Penalty: 3704.564209
	Iteration 8F: 3 clusters Score -1.108883e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -11090367.000000 Penalty: 3704.564209
	Iteration 9Q: 3 clusters Score -1.109037e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -11091096.000000 Penalty: 3704.564209
	Iteration 10Q: 3 clusters Score -1.10911e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -11091634.000000 Penalty: 3704.564209
	Iteration 11Q: 3 clusters Score -1.109163e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -11092061.000000 Penalty: 3704.564209
	Iteration 12Q: 3 clusters Score -1.109206e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -11092476.000000 Penalty: 3704.564209
	Iteration 13Q: 3 clusters Score -1.109248e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -11092833.000000 Penalty: 3704.564209
	Iteration 14Q: 3 clusters Score -1.109283e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -11093137.000000 Penalty: 3704.564209
	Iteration 15Q: 3 clusters Score -1.109314e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -11093425.000000 Penalty: 3704.564209
	Iteration 16Q: 3 clusters Score -1.109342e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -11093693.000000 Penalty: 3704.564209
	Iteration 17Q: 3 clusters Score -1.109369e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -11093915.000000 Penalty: 3704.564209
	Iteration 18Q: 3 clusters Score -1.109392e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -11094145.000000 Penalty: 3704.564209
	Iteration 19Q: 3 clusters Score -1.109414e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -11094334.000000 Penalty: 3704.564209
	Iteration 20F: 3 clusters Score -1.109433e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -11094492.000000 Penalty: 3704.564209
	Iteration 21Q: 3 clusters Score -1.109449e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -11094576.000000 Penalty: 3704.564209
	Iteration 22Q: 3 clusters Score -1.109458e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -11094715.000000 Penalty: 3704.564209
	Iteration 23Q: 3 clusters Score -1.109472e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -11094868.000000 Penalty: 3704.564209
	Iteration 24Q: 3 clusters Score -1.109487e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -11094989.000000 Penalty: 3704.564209
	Iteration 25Q: 3 clusters Score -1.109499e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -11095073.000000 Penalty: 3704.564209
	Iteration 26Q: 3 clusters Score -1.109507e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -11095147.000000 Penalty: 3704.564209
	Iteration 27Q: 3 clusters Score -1.109515e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -11095267.000000 Penalty: 3704.564209
	Iteration 28Q: 3 clusters Score -1.109527e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -11095356.000000 Penalty: 3704.564209
	Iteration 29Q: 3 clusters Score -1.109536e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -11095444.000000 Penalty: 3704.564209
	Iteration 30Q: 3 clusters Score -1.109544e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -11095497.000000 Penalty: 3704.564209
	Iteration 31Q: 3 clusters Score -1.10955e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -11095590.000000 Penalty: 3704.564209
	Iteration 32Q: 3 clusters Score -1.109559e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -11095683.000000 Penalty: 3704.564209
	Iteration 33Q: 3 clusters Score -1.109568e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -11095752.000000 Penalty: 3704.564209
	Iteration 34Q: 3 clusters Score -1.109575e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -11095768.000000 Penalty: 3704.564209
	Iteration 35Q: 3 clusters Score -1.109577e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -11095792.000000 Penalty: 3704.564209
	Iteration 36Q: 3 clusters Score -1.109579e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -11095822.000000 Penalty: 3704.564209
	Iteration 37Q: 3 clusters Score -1.109582e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -11095818.000000 Penalty: 3704.564209
	Iteration 38Q: 3 clusters Score -1.109582e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -11095823.000000 Penalty: 3704.564209
	Iteration 39Q: 3 clusters Score -1.109582e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -11095870.000000 Penalty: 3704.564209
	Iteration 40F: 3 clusters Score -1.109587e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -11095854.000000 Penalty: 3704.564209
	Iteration 41Q: 3 clusters Score -1.109585e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -11095837.000000 Penalty: 3704.564209
	Iteration 42Q: 3 clusters Score -1.109584e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -11095856.000000 Penalty: 3704.564209
	Iteration 43Q: 3 clusters Score -1.109586e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -11095882.000000 Penalty: 3704.564209
	Iteration 44Q: 3 clusters Score -1.109588e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -11095870.000000 Penalty: 3704.564209
	Iteration 45Q: 3 clusters Score -1.109587e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -11095908.000000 Penalty: 3704.564209
	Iteration 46Q: 3 clusters Score -1.109591e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -11095886.000000 Penalty: 3704.564209
	Iteration 47Q: 3 clusters Score -1.109589e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -11095897.000000 Penalty: 3704.564209
	Iteration 48Q: 3 clusters Score -1.10959e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -11095899.000000 Penalty: 3704.564209
	Iteration 49Q: 3 clusters Score -1.10959e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -11095880.000000 Penalty: 3704.564209
	Iteration 50Q: 3 clusters Score -1.109588e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -11095879.000000 Penalty: 3704.564209
	Iteration 51Q: 3 clusters Score -1.109588e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -11095878.000000 Penalty: 3704.564209
	Iteration 52Q: 3 clusters Score -1.109588e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -11095841.000000 Penalty: 3704.564209
	Iteration 53Q: 3 clusters Score -1.109584e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -11095863.000000 Penalty: 3704.564209
	Iteration 54Q: 3 clusters Score -1.109586e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -11095851.000000 Penalty: 3704.564209
	Iteration 55Q: 3 clusters Score -1.109585e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -11095846.000000 Penalty: 3704.564209
	Iteration 56Q: 3 clusters Score -1.109585e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -11095837.000000 Penalty: 3704.564209
	Iteration 57Q: 3 clusters Score -1.109584e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -11095847.000000 Penalty: 3704.564209
	Iteration 58Q: 3 clusters Score -1.109585e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -11095865.000000 Penalty: 3704.564209
	Iteration 59Q: 3 clusters Score -1.109586e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -11095853.000000 Penalty: 3704.564209
	Iteration 60F: 3 clusters Score -1.109585e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -11095832.000000 Penalty: 3704.564209
	Iteration 61Q: 3 clusters Score -1.109583e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -11095820.000000 Penalty: 3704.564209
	Iteration 62Q: 3 clusters Score -1.109582e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -11095802.000000 Penalty: 3704.564209
	Iteration 63Q: 3 clusters Score -1.10958e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -11095823.000000 Penalty: 3704.564209
	Iteration 64Q: 3 clusters Score -1.109582e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -11095821.000000 Penalty: 3704.564209
	Iteration 65Q: 3 clusters Score -1.109582e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -11095840.000000 Penalty: 3704.564209
	Iteration 66Q: 3 clusters Score -1.109584e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -11095846.000000 Penalty: 3704.564209
	Iteration 67Q: 3 clusters Score -1.109585e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -11095825.000000 Penalty: 3704.564209
	Iteration 68Q: 3 clusters Score -1.109582e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -11095823.000000 Penalty: 3704.564209
	Iteration 69Q: 3 clusters Score -1.109582e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -11095790.000000 Penalty: 3704.564209
	Iteration 70Q: 3 clusters Score -1.109579e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -11095794.000000 Penalty: 3704.564209
	Iteration 71Q: 3 clusters Score -1.109579e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -11095784.000000 Penalty: 3704.564209
	Iteration 72Q: 3 clusters Score -1.109578e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -11095797.000000 Penalty: 3704.564209
	Iteration 73Q: 3 clusters Score -1.10958e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -11095794.000000 Penalty: 3704.564209
	Iteration 74Q: 3 clusters Score -1.109579e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -11095814.000000 Penalty: 3704.564209
	Iteration 75Q: 3 clusters Score -1.109581e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -11095807.000000 Penalty: 3704.564209
	Iteration 76Q: 3 clusters Score -1.109581e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -11095814.000000 Penalty: 3704.564209
	Iteration 77Q: 3 clusters Score -1.109581e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -11095799.000000 Penalty: 3704.564209
	Iteration 78Q: 3 clusters Score -1.10958e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -11095818.000000 Penalty: 3704.564209
	Iteration 79Q: 3 clusters Score -1.109582e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -11095810.000000 Penalty: 3704.564209
	Iteration 80F: 3 clusters Score -1.109581e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -11095797.000000 Penalty: 3704.564209
	Iteration 81Q: 3 clusters Score -1.10958e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -11095816.000000 Penalty: 3704.564209
	Iteration 82Q: 3 clusters Score -1.109582e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -11095828.000000 Penalty: 3704.564209
	Iteration 83Q: 3 clusters Score -1.109583e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -11095839.000000 Penalty: 3704.564209
	Iteration 84Q: 3 clusters Score -1.109584e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -11095803.000000 Penalty: 3704.564209
	Iteration 85Q: 3 clusters Score -1.10958e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -11095796.000000 Penalty: 3704.564209
	Iteration 86Q: 3 clusters Score -1.10958e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -11095791.000000 Penalty: 3704.564209
	Iteration 87Q: 3 clusters Score -1.109579e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -11095796.000000 Penalty: 3704.564209
	Iteration 88Q: 3 clusters Score -1.10958e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -11095827.000000 Penalty: 3704.564209
	Iteration 89Q: 3 clusters Score -1.109583e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -11095822.000000 Penalty: 3704.564209
	Iteration 90Q: 3 clusters Score -1.109582e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -11095858.000000 Penalty: 3704.564209
	Iteration 91Q: 3 clusters Score -1.109586e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -11095873.000000 Penalty: 3704.564209
	Iteration 92Q: 3 clusters Score -1.109587e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -11095853.000000 Penalty: 3704.564209
	Iteration 93Q: 3 clusters Score -1.109585e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -11095868.000000 Penalty: 3704.564209
	Iteration 94Q: 3 clusters Score -1.109587e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -11095836.000000 Penalty: 3704.564209
	Iteration 95Q: 3 clusters Score -1.109584e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -11095840.000000 Penalty: 3704.564209
	Iteration 96Q: 3 clusters Score -1.109584e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -11095826.000000 Penalty: 3704.564209
	Iteration 97Q: 3 clusters Score -1.109583e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -11095836.000000 Penalty: 3704.564209
	Iteration 98Q: 3 clusters Score -1.109584e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -11095817.000000 Penalty: 3704.564209
	Iteration 99Q: 3 clusters Score -1.109582e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -11095776.000000 Penalty: 3704.564209
	Iteration 100F: 3 clusters Score -1.109578e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -11095795.000000 Penalty: 3704.564209
	Iteration 101Q: 3 clusters Score -1.10958e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -11095826.000000 Penalty: 3704.564209
	Iteration 102Q: 3 clusters Score -1.109583e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -11095830.000000 Penalty: 3704.564209
	Iteration 103Q: 3 clusters Score -1.109583e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -11095814.000000 Penalty: 3704.564209
	Iteration 104Q: 3 clusters Score -1.109581e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -11095821.000000 Penalty: 3704.564209
	Iteration 105Q: 3 clusters Score -1.109582e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -11095826.000000 Penalty: 3704.564209
	Iteration 106Q: 3 clusters Score -1.109583e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -11095841.000000 Penalty: 3704.564209
	Iteration 107Q: 3 clusters Score -1.109584e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -11095843.000000 Penalty: 3704.564209
	Iteration 108Q: 3 clusters Score -1.109584e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -11095851.000000 Penalty: 3704.564209
	Iteration 109Q: 3 clusters Score -1.109585e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -11095865.000000 Penalty: 3704.564209
	Iteration 110Q: 3 clusters Score -1.109586e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -11095881.000000 Penalty: 3704.564209
	Iteration 111Q: 3 clusters Score -1.109588e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -11095894.000000 Penalty: 3704.564209
	Iteration 112Q: 3 clusters Score -1.109589e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -11095904.000000 Penalty: 3704.564209
	Iteration 113Q: 3 clusters Score -1.10959e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -11095910.000000 Penalty: 3704.564209
	Iteration 114Q: 3 clusters Score -1.109591e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -11095908.000000 Penalty: 3704.564209
	Iteration 115Q: 3 clusters Score -1.109591e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -11095916.000000 Penalty: 3704.564209
	Iteration 116Q: 3 clusters Score -1.109592e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -11095884.000000 Penalty: 3704.564209
	Iteration 117Q: 3 clusters Score -1.109588e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -11095873.000000 Penalty: 3704.564209
	Iteration 118Q: 3 clusters Score -1.109587e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -11095871.000000 Penalty: 3704.564209
	Iteration 119Q: 3 clusters Score -1.109587e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -11095886.000000 Penalty: 3704.564209
	Iteration 120F: 3 clusters Score -1.109589e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -11095865.000000 Penalty: 3704.564209
	Iteration 121Q: 3 clusters Score -1.109586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -11095855.000000 Penalty: 3704.564209
	Iteration 122Q: 3 clusters Score -1.109586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -11095860.000000 Penalty: 3704.564209
	Iteration 123Q: 3 clusters Score -1.109586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -11095858.000000 Penalty: 3704.564209
	Iteration 124Q: 3 clusters Score -1.109586e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -11095858.000000 Penalty: 3704.564209
	Iteration 125Q: 3 clusters Score -1.109586e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -11095834.000000 Penalty: 3704.564209
	Iteration 126Q: 3 clusters Score -1.109583e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -11095837.000000 Penalty: 3704.564209
	Iteration 127Q: 3 clusters Score -1.109584e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -11095840.000000 Penalty: 3704.564209
	Iteration 128Q: 3 clusters Score -1.109584e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -11095856.000000 Penalty: 3704.564209
	Iteration 129Q: 3 clusters Score -1.109586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -11095871.000000 Penalty: 3704.564209
	Iteration 130Q: 3 clusters Score -1.109587e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -11095850.000000 Penalty: 3704.564209
	Iteration 131Q: 3 clusters Score -1.109585e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -11095865.000000 Penalty: 3704.564209
	Iteration 132Q: 3 clusters Score -1.109586e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -11095868.000000 Penalty: 3704.564209
	Iteration 133Q: 3 clusters Score -1.109587e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -11095848.000000 Penalty: 3704.564209
	Iteration 134Q: 3 clusters Score -1.109585e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -11095860.000000 Penalty: 3704.564209
	Iteration 135Q: 3 clusters Score -1.109586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -11095854.000000 Penalty: 3704.564209
	Iteration 136Q: 3 clusters Score -1.109585e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -11095859.000000 Penalty: 3704.564209
	Iteration 137Q: 3 clusters Score -1.109586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -11095861.000000 Penalty: 3704.564209
	Iteration 138Q: 3 clusters Score -1.109586e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -11095848.000000 Penalty: 3704.564209
	Iteration 139Q: 3 clusters Score -1.109585e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -11095864.000000 Penalty: 3704.564209
	Iteration 140F: 3 clusters Score -1.109586e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -11095871.000000 Penalty: 3704.564209
	Iteration 141Q: 3 clusters Score -1.109587e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -11095892.000000 Penalty: 3704.564209
	Iteration 142Q: 3 clusters Score -1.109589e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -11095906.000000 Penalty: 3704.564209
	Iteration 143Q: 3 clusters Score -1.109591e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -11095913.000000 Penalty: 3704.564209
	Iteration 144Q: 3 clusters Score -1.109591e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -11095917.000000 Penalty: 3704.564209
	Iteration 145Q: 3 clusters Score -1.109592e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -11095927.000000 Penalty: 3704.564209
	Iteration 146Q: 3 clusters Score -1.109593e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -11095903.000000 Penalty: 3704.564209
	Iteration 147Q: 3 clusters Score -1.10959e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -11095885.000000 Penalty: 3704.564209
	Iteration 148Q: 3 clusters Score -1.109588e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -11095897.000000 Penalty: 3704.564209
	Iteration 149Q: 3 clusters Score -1.10959e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -11095883.000000 Penalty: 3704.564209
	Iteration 150Q: 3 clusters Score -1.109588e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -11095874.000000 Penalty: 3704.564209
	Iteration 151Q: 3 clusters Score -1.109587e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -11095886.000000 Penalty: 3704.564209
	Iteration 152Q: 3 clusters Score -1.109589e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -11095868.000000 Penalty: 3704.564209
	Iteration 153Q: 3 clusters Score -1.109587e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -11095862.000000 Penalty: 3704.564209
	Iteration 154Q: 3 clusters Score -1.109586e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -11095859.000000 Penalty: 3704.564209
	Iteration 155Q: 3 clusters Score -1.109586e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -11095850.000000 Penalty: 3704.564209
	Iteration 156Q: 3 clusters Score -1.109585e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -11095850.000000 Penalty: 3704.564209
	Iteration 157Q: 3 clusters Score -1.109585e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -11095879.000000 Penalty: 3704.564209
	Iteration 158Q: 3 clusters Score -1.109588e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -11095895.000000 Penalty: 3704.564209
	Iteration 159Q: 3 clusters Score -1.10959e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -11095889.000000 Penalty: 3704.564209
	Iteration 160F: 3 clusters Score -1.109589e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -11095886.000000 Penalty: 3704.564209
	Iteration 161Q: 3 clusters Score -1.109589e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -11095898.000000 Penalty: 3704.564209
	Iteration 162Q: 3 clusters Score -1.10959e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -11095904.000000 Penalty: 3704.564209
	Iteration 163Q: 3 clusters Score -1.10959e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -11095907.000000 Penalty: 3704.564209
	Iteration 164Q: 3 clusters Score -1.109591e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -11095928.000000 Penalty: 3704.564209
	Iteration 165Q: 3 clusters Score -1.109593e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -11095934.000000 Penalty: 3704.564209
	Iteration 166Q: 3 clusters Score -1.109593e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -11095916.000000 Penalty: 3704.564209
	Iteration 167Q: 3 clusters Score -1.109592e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -11095910.000000 Penalty: 3704.564209
	Iteration 168Q: 3 clusters Score -1.109591e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -11095923.000000 Penalty: 3704.564209
	Iteration 169Q: 3 clusters Score -1.109592e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -11095929.000000 Penalty: 3704.564209
	Iteration 170Q: 3 clusters Score -1.109593e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -11095915.000000 Penalty: 3704.564209
	Iteration 171Q: 3 clusters Score -1.109592e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -11095918.000000 Penalty: 3704.564209
	Iteration 172Q: 3 clusters Score -1.109592e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -11095928.000000 Penalty: 3704.564209
	Iteration 173Q: 3 clusters Score -1.109593e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -11095926.000000 Penalty: 3704.564209
	Iteration 174Q: 3 clusters Score -1.109593e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -11095907.000000 Penalty: 3704.564209
	Iteration 175Q: 3 clusters Score -1.109591e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -11095901.000000 Penalty: 3704.564209
	Iteration 176Q: 3 clusters Score -1.10959e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -11095905.000000 Penalty: 3704.564209
	Iteration 177Q: 3 clusters Score -1.10959e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -11095896.000000 Penalty: 3704.564209
	Iteration 178Q: 3 clusters Score -1.10959e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -11095893.000000 Penalty: 3704.564209
	Iteration 179Q: 3 clusters Score -1.109589e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -11095887.000000 Penalty: 3704.564209
	Iteration 180F: 3 clusters Score -1.109589e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -11095897.000000 Penalty: 3704.564209
	Iteration 181Q: 3 clusters Score -1.10959e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -11095895.000000 Penalty: 3704.564209
	Iteration 182Q: 3 clusters Score -1.10959e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -11095911.000000 Penalty: 3704.564209
	Iteration 183Q: 3 clusters Score -1.109591e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -11095901.000000 Penalty: 3704.564209
	Iteration 184Q: 3 clusters Score -1.10959e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -11095914.000000 Penalty: 3704.564209
	Iteration 185Q: 3 clusters Score -1.109591e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -11095924.000000 Penalty: 3704.564209
	Iteration 186Q: 3 clusters Score -1.109592e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -11095923.000000 Penalty: 3704.564209
	Iteration 187Q: 3 clusters Score -1.109592e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -11095947.000000 Penalty: 3704.564209
	Iteration 188Q: 3 clusters Score -1.109595e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -11095958.000000 Penalty: 3704.564209
	Iteration 189Q: 3 clusters Score -1.109596e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -11095972.000000 Penalty: 3704.564209
	Iteration 190Q: 3 clusters Score -1.109597e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -11095994.000000 Penalty: 3704.564209
	Iteration 191Q: 3 clusters Score -1.109599e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -11095977.000000 Penalty: 3704.564209
	Iteration 192Q: 3 clusters Score -1.109598e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -11095983.000000 Penalty: 3704.564209
	Iteration 193Q: 3 clusters Score -1.109598e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -11095984.000000 Penalty: 3704.564209
	Iteration 194Q: 3 clusters Score -1.109598e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -11095971.000000 Penalty: 3704.564209
	Iteration 195Q: 3 clusters Score -1.109597e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -11095968.000000 Penalty: 3704.564209
	Iteration 196Q: 3 clusters Score -1.109597e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -11095955.000000 Penalty: 3704.564209
	Iteration 197Q: 3 clusters Score -1.109596e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -11095932.000000 Penalty: 3704.564209
	Iteration 198Q: 3 clusters Score -1.109593e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -11095943.000000 Penalty: 3704.564209
	Iteration 199Q: 3 clusters Score -1.109594e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -11095930.000000 Penalty: 3704.564209
	Iteration 200F: 3 clusters Score -1.109593e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -11095907.000000 Penalty: 3704.564209
	Iteration 201Q: 3 clusters Score -1.109591e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -11095919.000000 Penalty: 3704.564209
	Iteration 202Q: 3 clusters Score -1.109592e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -11095938.000000 Penalty: 3704.564209
	Iteration 203Q: 3 clusters Score -1.109594e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -11095956.000000 Penalty: 3704.564209
	Iteration 204Q: 3 clusters Score -1.109596e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -11095964.000000 Penalty: 3704.564209
	Iteration 205Q: 3 clusters Score -1.109596e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -11095977.000000 Penalty: 3704.564209
	Iteration 206Q: 3 clusters Score -1.109598e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -11095977.000000 Penalty: 3704.564209
	Iteration 207Q: 3 clusters Score -1.109598e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -11095972.000000 Penalty: 3704.564209
	Iteration 208Q: 3 clusters Score -1.109597e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -11095966.000000 Penalty: 3704.564209
	Iteration 209Q: 3 clusters Score -1.109597e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -11095957.000000 Penalty: 3704.564209
	Iteration 210Q: 3 clusters Score -1.109596e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -11095952.000000 Penalty: 3704.564209
	Iteration 211Q: 3 clusters Score -1.109595e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -11095946.000000 Penalty: 3704.564209
	Iteration 212Q: 3 clusters Score -1.109595e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -11095944.000000 Penalty: 3704.564209
	Iteration 213Q: 3 clusters Score -1.109594e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -11095962.000000 Penalty: 3704.564209
	Iteration 214Q: 3 clusters Score -1.109596e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -11095957.000000 Penalty: 3704.564209
	Iteration 215Q: 3 clusters Score -1.109596e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -11095961.000000 Penalty: 3704.564209
	Iteration 216Q: 3 clusters Score -1.109596e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -11095947.000000 Penalty: 3704.564209
	Iteration 217Q: 3 clusters Score -1.109595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -11095959.000000 Penalty: 3704.564209
	Iteration 218Q: 3 clusters Score -1.109596e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -11095942.000000 Penalty: 3704.564209
	Iteration 219Q: 3 clusters Score -1.109594e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -11095933.000000 Penalty: 3704.564209
	Iteration 220F: 3 clusters Score -1.109593e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -11095939.000000 Penalty: 3704.564209
	Iteration 221Q: 3 clusters Score -1.109594e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -11095933.000000 Penalty: 3704.564209
	Iteration 222Q: 3 clusters Score -1.109593e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -11095939.000000 Penalty: 3704.564209
	Iteration 223Q: 3 clusters Score -1.109594e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -11095947.000000 Penalty: 3704.564209
	Iteration 224Q: 3 clusters Score -1.109595e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -11095935.000000 Penalty: 3704.564209
	Iteration 225Q: 3 clusters Score -1.109594e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -11095941.000000 Penalty: 3704.564209
	Iteration 226Q: 3 clusters Score -1.109594e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -11095949.000000 Penalty: 3704.564209
	Iteration 227Q: 3 clusters Score -1.109595e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -11095952.000000 Penalty: 3704.564209
	Iteration 228Q: 3 clusters Score -1.109595e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -11095957.000000 Penalty: 3704.564209
	Iteration 229Q: 3 clusters Score -1.109596e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -11095946.000000 Penalty: 3704.564209
	Iteration 230Q: 3 clusters Score -1.109595e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -11095937.000000 Penalty: 3704.564209
	Iteration 231Q: 3 clusters Score -1.109594e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -11095935.000000 Penalty: 3704.564209
	Iteration 232Q: 3 clusters Score -1.109594e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -11095942.000000 Penalty: 3704.564209
	Iteration 233Q: 3 clusters Score -1.109594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -11095950.000000 Penalty: 3704.564209
	Iteration 234Q: 3 clusters Score -1.109595e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -11095950.000000 Penalty: 3704.564209
	Iteration 235Q: 3 clusters Score -1.109595e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -11095924.000000 Penalty: 3704.564209
	Iteration 236Q: 3 clusters Score -1.109592e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -11095940.000000 Penalty: 3704.564209
	Iteration 237Q: 3 clusters Score -1.109594e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -11095948.000000 Penalty: 3704.564209
	Iteration 238Q: 3 clusters Score -1.109595e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -11095939.000000 Penalty: 3704.564209
	Iteration 239Q: 3 clusters Score -1.109594e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -11095922.000000 Penalty: 3704.564209
	Iteration 240F: 3 clusters Score -1.109592e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -11095935.000000 Penalty: 3704.564209
	Iteration 241Q: 3 clusters Score -1.109594e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -11095925.000000 Penalty: 3704.564209
	Iteration 242Q: 3 clusters Score -1.109592e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -11095919.000000 Penalty: 3704.564209
	Iteration 243Q: 3 clusters Score -1.109592e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -11095917.000000 Penalty: 3704.564209
	Iteration 244Q: 3 clusters Score -1.109592e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -11095922.000000 Penalty: 3704.564209
	Iteration 245Q: 3 clusters Score -1.109592e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -11095930.000000 Penalty: 3704.564209
	Iteration 246Q: 3 clusters Score -1.109593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -11095938.000000 Penalty: 3704.564209
	Iteration 247Q: 3 clusters Score -1.109594e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -11095941.000000 Penalty: 3704.564209
	Iteration 248Q: 3 clusters Score -1.109594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -11095925.000000 Penalty: 3704.564209
	Iteration 249Q: 3 clusters Score -1.109592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -11095938.000000 Penalty: 3704.564209
	Iteration 250Q: 3 clusters Score -1.109594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -11095939.000000 Penalty: 3704.564209
	Iteration 251Q: 3 clusters Score -1.109594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -11095937.000000 Penalty: 3704.564209
	Iteration 252Q: 3 clusters Score -1.109594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -11095937.000000 Penalty: 3704.564209
	Iteration 253Q: 3 clusters Score -1.109594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -11095936.000000 Penalty: 3704.564209
	Iteration 254Q: 3 clusters Score -1.109594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -11095955.000000 Penalty: 3704.564209
	Iteration 255Q: 3 clusters Score -1.109596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -11095948.000000 Penalty: 3704.564209
	Iteration 256Q: 3 clusters Score -1.109595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -11095952.000000 Penalty: 3704.564209
	Iteration 257Q: 3 clusters Score -1.109595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -11095947.000000 Penalty: 3704.564209
	Iteration 258Q: 3 clusters Score -1.109595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -11095950.000000 Penalty: 3704.564209
	Iteration 259Q: 3 clusters Score -1.109595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -11095943.000000 Penalty: 3704.564209
	Iteration 260F: 3 clusters Score -1.109594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -11095938.000000 Penalty: 3704.564209
	Iteration 261Q: 3 clusters Score -1.109594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -11095940.000000 Penalty: 3704.564209
	Iteration 262Q: 3 clusters Score -1.109594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -11095943.000000 Penalty: 3704.564209
	Iteration 263Q: 3 clusters Score -1.109594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -11095942.000000 Penalty: 3704.564209
	Iteration 264Q: 3 clusters Score -1.109594e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -11095936.000000 Penalty: 3704.564209
	Iteration 265Q: 3 clusters Score -1.109594e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -11095948.000000 Penalty: 3704.564209
	Iteration 266Q: 3 clusters Score -1.109595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -11095941.000000 Penalty: 3704.564209
	Iteration 267Q: 3 clusters Score -1.109594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -11095942.000000 Penalty: 3704.564209
	Iteration 268Q: 3 clusters Score -1.109594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -11095936.000000 Penalty: 3704.564209
	Iteration 269Q: 3 clusters Score -1.109594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -11095958.000000 Penalty: 3704.564209
	Iteration 270Q: 3 clusters Score -1.109596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -11095945.000000 Penalty: 3704.564209
	Iteration 271Q: 3 clusters Score -1.109594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -11095938.000000 Penalty: 3704.564209
	Iteration 272Q: 3 clusters Score -1.109594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -11095949.000000 Penalty: 3704.564209
	Iteration 273Q: 3 clusters Score -1.109595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -11095949.000000 Penalty: 3704.564209
	Iteration 274Q: 3 clusters Score -1.109595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -11095933.000000 Penalty: 3704.564209
	Iteration 275Q: 3 clusters Score -1.109593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -11095949.000000 Penalty: 3704.564209
	Iteration 276Q: 3 clusters Score -1.109595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -11095952.000000 Penalty: 3704.564209
	Iteration 277Q: 3 clusters Score -1.109595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -11095948.000000 Penalty: 3704.564209
	Iteration 278Q: 3 clusters Score -1.109595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -11095951.000000 Penalty: 3704.564209
	Iteration 279Q: 3 clusters Score -1.109595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -11095949.000000 Penalty: 3704.564209
	Iteration 280F: 3 clusters Score -1.109595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -11095944.000000 Penalty: 3704.564209
	Iteration 281Q: 3 clusters Score -1.109594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -11095953.000000 Penalty: 3704.564209
	Iteration 282Q: 3 clusters Score -1.109595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -11095957.000000 Penalty: 3704.564209
	Iteration 283Q: 3 clusters Score -1.109596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -11095967.000000 Penalty: 3704.564209
	Iteration 284Q: 3 clusters Score -1.109597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -11095947.000000 Penalty: 3704.564209
	Iteration 285Q: 3 clusters Score -1.109595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -11095949.000000 Penalty: 3704.564209
	Iteration 286Q: 3 clusters Score -1.109595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -11095954.000000 Penalty: 3704.564209
	Iteration 287Q: 3 clusters Score -1.109595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -11095950.000000 Penalty: 3704.564209
	Iteration 288Q: 3 clusters Score -1.109595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -11095941.000000 Penalty: 3704.564209
	Iteration 289Q: 3 clusters Score -1.109594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -11095946.000000 Penalty: 3704.564209
	Iteration 290Q: 3 clusters Score -1.109595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -11095941.000000 Penalty: 3704.564209
	Iteration 291Q: 3 clusters Score -1.109594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -11095946.000000 Penalty: 3704.564209
	Iteration 292Q: 3 clusters Score -1.109595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -11095955.000000 Penalty: 3704.564209
	Iteration 293Q: 3 clusters Score -1.109596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -11095950.000000 Penalty: 3704.564209
	Iteration 294Q: 3 clusters Score -1.109595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -11095949.000000 Penalty: 3704.564209
	Iteration 295Q: 3 clusters Score -1.109595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -11095948.000000 Penalty: 3704.564209
	Iteration 296Q: 3 clusters Score -1.109595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -11095941.000000 Penalty: 3704.564209
	Iteration 297Q: 3 clusters Score -1.109594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -11095954.000000 Penalty: 3704.564209
	Iteration 298Q: 3 clusters Score -1.109595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -11095959.000000 Penalty: 3704.564209
	Iteration 299Q: 3 clusters Score -1.109596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -11095961.000000 Penalty: 3704.564209
	Iteration 300F: 3 clusters Score -1.109596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -11095965.000000 Penalty: 3704.564209
	Iteration 301Q: 3 clusters Score -1.109596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -11095965.000000 Penalty: 3704.564209
	Iteration 302Q: 3 clusters Score -1.109596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -11095963.000000 Penalty: 3704.564209
	Iteration 303Q: 3 clusters Score -1.109596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -11095959.000000 Penalty: 3704.564209
	Iteration 304Q: 3 clusters Score -1.109596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -11095959.000000 Penalty: 3704.564209
	Iteration 305F: 3 clusters Score -1.109596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Entering Unmasked Estep 
Score: -11776328.000000 Penalty: 1861.465088
	Iteration 0F: 2 clusters Score -1.177633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -11716269.000000 Penalty: 3722.930176
	Iteration 0F: 3 clusters Score -1.171627e+07 nChanged 45023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -11742552.000000 Penalty: 3722.930176
	Iteration 1F: 3 clusters Score -1.174255e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -11743623.000000 Penalty: 3722.930176
	Iteration 2Q: 3 clusters Score -1.174362e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -11745166.000000 Penalty: 3722.930176
	Iteration 3Q: 3 clusters Score -1.174517e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -11748047.000000 Penalty: 3722.930176
	Iteration 4F: 3 clusters Score -1.174805e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -11752965.000000 Penalty: 3722.930176
	Iteration 5F: 3 clusters Score -1.175296e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -11760329.000000 Penalty: 3722.930176
	Iteration 6F: 3 clusters Score -1.176033e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -11767705.000000 Penalty: 3722.930176
	Iteration 7F: 3 clusters Score -1.17677e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -11771897.000000 Penalty: 3722.930176
	Iteration 8F: 3 clusters Score -1.17719e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11773666.000000 Penalty: 3722.930176
	Iteration 9Q: 3 clusters Score -1.177367e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11774275.000000 Penalty: 3722.930176
	Iteration 10Q: 3 clusters Score -1.177428e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11774472.000000 Penalty: 3722.930176
	Iteration 11Q: 3 clusters Score -1.177447e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11774541.000000 Penalty: 3722.930176
	Iteration 12Q: 3 clusters Score -1.177454e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11774601.000000 Penalty: 3722.930176
	Iteration 13Q: 3 clusters Score -1.17746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11774626.000000 Penalty: 3722.930176
	Iteration 14Q: 3 clusters Score -1.177463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94195 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11774645.000000 Penalty: 3722.930176
	Iteration 15Q: 3 clusters Score -1.177464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11774667.000000 Penalty: 3722.930176
	Iteration 16Q: 3 clusters Score -1.177467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11774676.000000 Penalty: 3722.930176
	Iteration 17Q: 3 clusters Score -1.177468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11774679.000000 Penalty: 3722.930176
	Iteration 18Q: 3 clusters Score -1.177468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11774681.000000 Penalty: 3722.930176
	Iteration 19Q: 3 clusters Score -1.177468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11774682.000000 Penalty: 3722.930176
	Iteration 20F: 3 clusters Score -1.177468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11774680.000000 Penalty: 3722.930176
	Iteration 21Q: 3 clusters Score -1.177468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11774680.000000 Penalty: 3722.930176
	Iteration 22F: 3 clusters Score -1.177468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -217372.765625 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -217372.8 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 927 members 
Entering Unmasked Estep 
Score: -215313.515625 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -215313.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -215808.687500 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -215808.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215970.593750 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -215970.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -216104.578125 Penalty: 2451.563965
	Iteration 3F: 3 clusters Score -216104.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -216221.671875 Penalty: 2451.563965
	Iteration 4F: 3 clusters Score -216221.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -216351.281250 Penalty: 2451.563965
	Iteration 5Q: 3 clusters Score -216351.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -216491.203125 Penalty: 2451.563965
	Iteration 6F: 3 clusters Score -216491.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -216581.015625 Penalty: 2451.563965
	Iteration 7Q: 3 clusters Score -216581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -216648.562500 Penalty: 2451.563965
	Iteration 8Q: 3 clusters Score -216648.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -216725.468750 Penalty: 2451.563965
	Iteration 9Q: 3 clusters Score -216725.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -216798.046875 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -216798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -216865.875000 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -216865.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -216922.453125 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -216922.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -216971.593750 Penalty: 2451.563965
	Iteration 13Q: 3 clusters Score -216971.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -217021.171875 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -217021.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -217082.359375 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -217082.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -217116.328125 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -217116.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -217144.375000 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -217144.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -217168.984375 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -217169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -217176.593750 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -217176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -217181.437500 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -217181.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -217188.312500 Penalty: 2451.563965
	Iteration 21Q: 3 clusters Score -217188.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -217194.937500 Penalty: 2451.563965
	Iteration 22Q: 3 clusters Score -217194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -217197.140625 Penalty: 2451.563965
	Iteration 23Q: 3 clusters Score -217197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -217198.859375 Penalty: 2451.563965
	Iteration 24Q: 3 clusters Score -217198.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -217198.859375 Penalty: 2451.563965
	Iteration 25F: 3 clusters Score -217198.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Entering Unmasked Estep 
Score: -451383.468750 Penalty: 1346.108887
	Iteration 0F: 2 clusters Score -451383.5 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 1936 members 
Entering Unmasked Estep 
Score: -448087.656250 Penalty: 2692.217773
	Iteration 0F: 3 clusters Score -448087.7 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -449041.906250 Penalty: 2692.217773
	Iteration 1F: 3 clusters Score -449041.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -449198.781250 Penalty: 2692.217773
	Iteration 2F: 3 clusters Score -449198.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -449326.812500 Penalty: 2692.217773
	Iteration 3F: 3 clusters Score -449326.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -449494.281250 Penalty: 2692.217773
	Iteration 4Q: 3 clusters Score -449494.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -449685.375000 Penalty: 2692.217773
	Iteration 5F: 3 clusters Score -449685.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -449937.718750 Penalty: 2692.217773
	Iteration 6F: 3 clusters Score -449937.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -450236.718750 Penalty: 2692.217773
	Iteration 7F: 3 clusters Score -450236.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -450509.312500 Penalty: 2692.217773
	Iteration 8F: 3 clusters Score -450509.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -450732.375000 Penalty: 2692.217773
	Iteration 9F: 3 clusters Score -450732.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -450906.437500 Penalty: 2692.217773
	Iteration 10Q: 3 clusters Score -450906.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -450997.562500 Penalty: 2692.217773
	Iteration 11Q: 3 clusters Score -450997.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -451074.031250 Penalty: 2692.217773
	Iteration 12Q: 3 clusters Score -451074 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -451134.250000 Penalty: 2692.217773
	Iteration 13Q: 3 clusters Score -451134.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -451184.625000 Penalty: 2692.217773
	Iteration 14Q: 3 clusters Score -451184.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -451213.343750 Penalty: 2692.217773
	Iteration 15Q: 3 clusters Score -451213.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -451236.000000 Penalty: 2692.217773
	Iteration 16Q: 3 clusters Score -451236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -451257.625000 Penalty: 2692.217773
	Iteration 17Q: 3 clusters Score -451257.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -451270.718750 Penalty: 2692.217773
	Iteration 18Q: 3 clusters Score -451270.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -451280.093750 Penalty: 2692.217773
	Iteration 19Q: 3 clusters Score -451280.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -451284.250000 Penalty: 2692.217773
	Iteration 20F: 3 clusters Score -451284.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -451289.937500 Penalty: 2692.217773
	Iteration 21Q: 3 clusters Score -451289.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -451294.843750 Penalty: 2692.217773
	Iteration 22Q: 3 clusters Score -451294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -451300.156250 Penalty: 2692.217773
	Iteration 23Q: 3 clusters Score -451300.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -451308.531250 Penalty: 2692.217773
	Iteration 24Q: 3 clusters Score -451308.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -451318.031250 Penalty: 2692.217773
	Iteration 25Q: 3 clusters Score -451318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -451328.468750 Penalty: 2692.217773
	Iteration 26Q: 3 clusters Score -451328.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -451333.156250 Penalty: 2692.217773
	Iteration 27Q: 3 clusters Score -451333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -451335.812500 Penalty: 2692.217773
	Iteration 28Q: 3 clusters Score -451335.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -451339.531250 Penalty: 2692.217773
	Iteration 29Q: 3 clusters Score -451339.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -451341.375000 Penalty: 2692.217773
	Iteration 30Q: 3 clusters Score -451341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -451340.750000 Penalty: 2692.217773
	Iteration 31Q: 3 clusters Score -451340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -451341.250000 Penalty: 2692.217773
	Iteration 32Q: 3 clusters Score -451341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -451341.250000 Penalty: 2692.217773
	Iteration 33F: 3 clusters Score -451341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -22086.011719 Penalty: 902.355896
	Iteration 0F: 2 clusters Score -22086.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21393.617188 Penalty: 1804.711792
	Iteration 0F: 3 clusters Score -21393.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21688.322266 Penalty: 1804.711792
	Iteration 1F: 3 clusters Score -21688.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -21824.119141 Penalty: 1804.711792
	Iteration 2F: 3 clusters Score -21824.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21948.515625 Penalty: 1804.711792
	Iteration 3Q: 3 clusters Score -21948.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22047.000000 Penalty: 1804.711792
	Iteration 4Q: 3 clusters Score -22047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22073.542969 Penalty: 1804.711792
	Iteration 5Q: 3 clusters Score -22073.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22081.291016 Penalty: 1804.711792
	Iteration 6Q: 3 clusters Score -22081.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22082.759766 Penalty: 1804.711792
	Iteration 7F: 3 clusters Score -22082.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22098.242188 Penalty: 1804.711792
	Iteration 8Q: 3 clusters Score -22098.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22098.242188 Penalty: 1804.711792
	Iteration 9F: 3 clusters Score -22098.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 96340 members 
Mstep: Class 4 contains 89202 members 
Mstep: Class 5 contains 94388 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26207 members 
Mstep: Class 11 contains 99389 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10727 members 
Mstep: Class 14 contains 8704 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 97272 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 80649 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 54988 members 
Mstep: Class 24 contains 29306 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 9068 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 80 members 
Entering Unmasked Estep 
Score: -102232040.000000 Penalty: 70941.500000
Splitting cluster 8 changes total score from -102233664.000000 to -102232040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -44267.546875 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -44267.55 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 239 members 
Entering Unmasked Estep 
Score: -43347.640625 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -43347.64 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43564.234375 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -43564.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43670.250000 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -43670.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43717.527344 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -43717.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43733.363281 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -43733.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43741.519531 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -43741.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43744.429688 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -43744.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43757.714844 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -43757.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43779.960938 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -43779.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43794.441406 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -43794.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43802.644531 Penalty: 1998.945923
	Iteration 10Q: 3 clusters Score -43802.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43805.964844 Penalty: 1998.945923
	Iteration 11Q: 3 clusters Score -43805.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43826.906250 Penalty: 1998.945923
	Iteration 12Q: 3 clusters Score -43826.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43840.101562 Penalty: 1998.945923
	Iteration 13Q: 3 clusters Score -43840.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43857.257812 Penalty: 1998.945923
	Iteration 14Q: 3 clusters Score -43857.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43871.750000 Penalty: 1998.945923
	Iteration 15Q: 3 clusters Score -43871.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43887.070312 Penalty: 1998.945923
	Iteration 16Q: 3 clusters Score -43887.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43917.921875 Penalty: 1998.945923
	Iteration 17Q: 3 clusters Score -43917.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43943.625000 Penalty: 1998.945923
	Iteration 18Q: 3 clusters Score -43943.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43979.605469 Penalty: 1998.945923
	Iteration 19Q: 3 clusters Score -43979.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44031.175781 Penalty: 1998.945923
	Iteration 20F: 3 clusters Score -44031.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44118.386719 Penalty: 1998.945923
	Iteration 21Q: 3 clusters Score -44118.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44164.113281 Penalty: 1998.945923
	Iteration 22Q: 3 clusters Score -44164.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44213.824219 Penalty: 1998.945923
	Iteration 23Q: 3 clusters Score -44213.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44242.859375 Penalty: 1998.945923
	Iteration 24Q: 3 clusters Score -44242.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44245.703125 Penalty: 1998.945923
	Iteration 25Q: 3 clusters Score -44245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44261.593750 Penalty: 1998.945923
	Iteration 26Q: 3 clusters Score -44261.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44272.781250 Penalty: 1998.945923
	Iteration 27Q: 3 clusters Score -44272.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44272.781250 Penalty: 1998.945923
	Iteration 28F: 3 clusters Score -44272.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 96340 members 
Mstep: Class 4 contains 89202 members 
Mstep: Class 5 contains 94388 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 26207 members 
Mstep: Class 11 contains 99389 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10727 members 
Mstep: Class 14 contains 8704 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 97272 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 80649 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 54988 members 
Mstep: Class 24 contains 29306 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 9068 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 261 members 
Entering Unmasked Estep 
Score: -102232056.000000 Penalty: 70941.500000
Splitting cluster 9 changes total score from -102233664.000000 to -102232056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (26207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Entering Unmasked Estep 
Score: -3248240.500000 Penalty: 1653.239502
	Iteration 0F: 2 clusters Score -3248240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3230525.750000 Penalty: 3306.479004
	Iteration 0F: 3 clusters Score -3230526 nChanged 11950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3237000.000000 Penalty: 3306.479004
	Iteration 1F: 3 clusters Score -3237000 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3237256.250000 Penalty: 3306.479004
	Iteration 2Q: 3 clusters Score -3237256 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3237522.250000 Penalty: 3306.479004
	Iteration 3Q: 3 clusters Score -3237522 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3237778.500000 Penalty: 3306.479004
	Iteration 4Q: 3 clusters Score -3237778 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3238067.750000 Penalty: 3306.479004
	Iteration 5Q: 3 clusters Score -3238068 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3238375.500000 Penalty: 3306.479004
	Iteration 6Q: 3 clusters Score -3238376 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3238749.000000 Penalty: 3306.479004
	Iteration 7Q: 3 clusters Score -3238749 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3239183.000000 Penalty: 3306.479004
	Iteration 8Q: 3 clusters Score -3239183 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3239808.500000 Penalty: 3306.479004
	Iteration 9Q: 3 clusters Score -3239808 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3240723.750000 Penalty: 3306.479004
	Iteration 10F: 3 clusters Score -3240724 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3241849.750000 Penalty: 3306.479004
	Iteration 11F: 3 clusters Score -3241850 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3243087.750000 Penalty: 3306.479004
	Iteration 12F: 3 clusters Score -3243088 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3244069.000000 Penalty: 3306.479004
	Iteration 13Q: 3 clusters Score -3244069 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3244716.250000 Penalty: 3306.479004
	Iteration 14Q: 3 clusters Score -3244716 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3245112.000000 Penalty: 3306.479004
	Iteration 15Q: 3 clusters Score -3245112 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3245414.000000 Penalty: 3306.479004
	Iteration 16Q: 3 clusters Score -3245414 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3245607.000000 Penalty: 3306.479004
	Iteration 17Q: 3 clusters Score -3245607 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3245781.750000 Penalty: 3306.479004
	Iteration 18Q: 3 clusters Score -3245782 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3245925.250000 Penalty: 3306.479004
	Iteration 19Q: 3 clusters Score -3245925 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3246069.000000 Penalty: 3306.479004
	Iteration 20F: 3 clusters Score -3246069 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3246178.000000 Penalty: 3306.479004
	Iteration 21Q: 3 clusters Score -3246178 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3246270.000000 Penalty: 3306.479004
	Iteration 22Q: 3 clusters Score -3246270 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3246348.000000 Penalty: 3306.479004
	Iteration 23Q: 3 clusters Score -3246348 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3246425.250000 Penalty: 3306.479004
	Iteration 24Q: 3 clusters Score -3246425 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3246502.500000 Penalty: 3306.479004
	Iteration 25Q: 3 clusters Score -3246502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3246562.000000 Penalty: 3306.479004
	Iteration 26Q: 3 clusters Score -3246562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3246595.750000 Penalty: 3306.479004
	Iteration 27Q: 3 clusters Score -3246596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3246637.000000 Penalty: 3306.479004
	Iteration 28Q: 3 clusters Score -3246637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3246667.500000 Penalty: 3306.479004
	Iteration 29Q: 3 clusters Score -3246668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3246689.250000 Penalty: 3306.479004
	Iteration 30Q: 3 clusters Score -3246689 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3246710.750000 Penalty: 3306.479004
	Iteration 31Q: 3 clusters Score -3246711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3246730.000000 Penalty: 3306.479004
	Iteration 32Q: 3 clusters Score -3246730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3246746.000000 Penalty: 3306.479004
	Iteration 33Q: 3 clusters Score -3246746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3246756.500000 Penalty: 3306.479004
	Iteration 34Q: 3 clusters Score -3246756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3246759.250000 Penalty: 3306.479004
	Iteration 35Q: 3 clusters Score -3246759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3246770.000000 Penalty: 3306.479004
	Iteration 36Q: 3 clusters Score -3246770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3246776.750000 Penalty: 3306.479004
	Iteration 37Q: 3 clusters Score -3246777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3246789.000000 Penalty: 3306.479004
	Iteration 38Q: 3 clusters Score -3246789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3246790.000000 Penalty: 3306.479004
	Iteration 39Q: 3 clusters Score -3246790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3246791.750000 Penalty: 3306.479004
	Iteration 40F: 3 clusters Score -3246792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3246794.250000 Penalty: 3306.479004
	Iteration 41Q: 3 clusters Score -3246794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3246793.750000 Penalty: 3306.479004
	Iteration 42Q: 3 clusters Score -3246794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3246799.000000 Penalty: 3306.479004
	Iteration 43Q: 3 clusters Score -3246799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3246800.250000 Penalty: 3306.479004
	Iteration 44Q: 3 clusters Score -3246800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3246801.250000 Penalty: 3306.479004
	Iteration 45Q: 3 clusters Score -3246801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3246804.250000 Penalty: 3306.479004
	Iteration 46Q: 3 clusters Score -3246804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3246804.500000 Penalty: 3306.479004
	Iteration 47Q: 3 clusters Score -3246804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3246805.250000 Penalty: 3306.479004
	Iteration 48Q: 3 clusters Score -3246805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3246805.250000 Penalty: 3306.479004
	Iteration 49F: 3 clusters Score -3246805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (99389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99389 members 
Entering Unmasked Estep 
Score: -12239596.000000 Penalty: 1869.854492
	Iteration 0F: 2 clusters Score -1.22396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -12174883.000000 Penalty: 3739.708984
	Iteration 0F: 3 clusters Score -1.217488e+07 nChanged 47532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -12202730.000000 Penalty: 3739.708984
	Iteration 1F: 3 clusters Score -1.220273e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -12203678.000000 Penalty: 3739.708984
	Iteration 2Q: 3 clusters Score -1.220368e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -12204761.000000 Penalty: 3739.708984
	Iteration 3Q: 3 clusters Score -1.220476e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -12206367.000000 Penalty: 3739.708984
	Iteration 4Q: 3 clusters Score -1.220637e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -12208284.000000 Penalty: 3739.708984
	Iteration 5Q: 3 clusters Score -1.220828e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -12210619.000000 Penalty: 3739.708984
	Iteration 6Q: 3 clusters Score -1.221062e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -12213536.000000 Penalty: 3739.708984
	Iteration 7F: 3 clusters Score -1.221354e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -12217212.000000 Penalty: 3739.708984
	Iteration 8F: 3 clusters Score -1.221721e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -12221252.000000 Penalty: 3739.708984
	Iteration 9F: 3 clusters Score -1.222125e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -12224949.000000 Penalty: 3739.708984
	Iteration 10F: 3 clusters Score -1.222495e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
Score: -12227897.000000 Penalty: 3739.708984
	Iteration 11Q: 3 clusters Score -1.22279e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -12230508.000000 Penalty: 3739.708984
	Iteration 12Q: 3 clusters Score -1.223051e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -12232511.000000 Penalty: 3739.708984
	Iteration 13Q: 3 clusters Score -1.223251e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -12234067.000000 Penalty: 3739.708984
	Iteration 14Q: 3 clusters Score -1.223407e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -12235361.000000 Penalty: 3739.708984
	Iteration 15Q: 3 clusters Score -1.223536e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 92509 members 
Entering Unmasked Estep 
Score: -12236154.000000 Penalty: 3739.708984
	Iteration 16Q: 3 clusters Score -1.223615e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 93916 members 
Entering Unmasked Estep 
Score: -12236794.000000 Penalty: 3739.708984
	Iteration 17Q: 3 clusters Score -1.223679e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -12237265.000000 Penalty: 3739.708984
	Iteration 18Q: 3 clusters Score -1.223726e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 95886 members 
Entering Unmasked Estep 
Score: -12237628.000000 Penalty: 3739.708984
	Iteration 19Q: 3 clusters Score -1.223763e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -12237833.000000 Penalty: 3739.708984
	Iteration 20F: 3 clusters Score -1.223783e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -12238007.000000 Penalty: 3739.708984
	Iteration 21Q: 3 clusters Score -1.223801e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -12238096.000000 Penalty: 3739.708984
	Iteration 22Q: 3 clusters Score -1.22381e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -12238105.000000 Penalty: 3739.708984
	Iteration 23Q: 3 clusters Score -1.22381e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 97924 members 
Entering Unmasked Estep 
Score: -12238131.000000 Penalty: 3739.708984
	Iteration 24Q: 3 clusters Score -1.223813e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -12238148.000000 Penalty: 3739.708984
	Iteration 25Q: 3 clusters Score -1.223815e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 98172 members 
Entering Unmasked Estep 
Score: -12238187.000000 Penalty: 3739.708984
	Iteration 26Q: 3 clusters Score -1.223819e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -12238191.000000 Penalty: 3739.708984
	Iteration 27Q: 3 clusters Score -1.223819e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 98317 members 
Entering Unmasked Estep 
Score: -12238212.000000 Penalty: 3739.708984
	Iteration 28Q: 3 clusters Score -1.223821e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -12238215.000000 Penalty: 3739.708984
	Iteration 29Q: 3 clusters Score -1.223822e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -12238260.000000 Penalty: 3739.708984
	Iteration 30Q: 3 clusters Score -1.223826e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -12238272.000000 Penalty: 3739.708984
	Iteration 31Q: 3 clusters Score -1.223827e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 98523 members 
Entering Unmasked Estep 
Score: -12238265.000000 Penalty: 3739.708984
	Iteration 32Q: 3 clusters Score -1.223826e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -12238257.000000 Penalty: 3739.708984
	Iteration 33Q: 3 clusters Score -1.223826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -12238252.000000 Penalty: 3739.708984
	Iteration 34Q: 3 clusters Score -1.223825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -12238248.000000 Penalty: 3739.708984
	Iteration 35Q: 3 clusters Score -1.223825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 98594 members 
Entering Unmasked Estep 
Score: -12238245.000000 Penalty: 3739.708984
	Iteration 36Q: 3 clusters Score -1.223824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 98603 members 
Entering Unmasked Estep 
Score: -12238243.000000 Penalty: 3739.708984
	Iteration 37Q: 3 clusters Score -1.223824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 98612 members 
Entering Unmasked Estep 
Score: -12238229.000000 Penalty: 3739.708984
	Iteration 38Q: 3 clusters Score -1.223823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 98618 members 
Entering Unmasked Estep 
Score: -12238236.000000 Penalty: 3739.708984
	Iteration 39Q: 3 clusters Score -1.223824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 98623 members 
Entering Unmasked Estep 
Score: -12238228.000000 Penalty: 3739.708984
	Iteration 40F: 3 clusters Score -1.223823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
Score: -12238220.000000 Penalty: 3739.708984
	Iteration 41Q: 3 clusters Score -1.223822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 98628 members 
Entering Unmasked Estep 
Score: -12238227.000000 Penalty: 3739.708984
	Iteration 42Q: 3 clusters Score -1.223823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -12238235.000000 Penalty: 3739.708984
	Iteration 43Q: 3 clusters Score -1.223824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 98639 members 
Entering Unmasked Estep 
Score: -12238230.000000 Penalty: 3739.708984
	Iteration 44Q: 3 clusters Score -1.223823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -12238232.000000 Penalty: 3739.708984
	Iteration 45Q: 3 clusters Score -1.223823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 98647 members 
Entering Unmasked Estep 
Score: -12238232.000000 Penalty: 3739.708984
	Iteration 46Q: 3 clusters Score -1.223823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 98653 members 
Entering Unmasked Estep 
Score: -12238235.000000 Penalty: 3739.708984
	Iteration 47Q: 3 clusters Score -1.223824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 98660 members 
Entering Unmasked Estep 
Score: -12238235.000000 Penalty: 3739.708984
	Iteration 48Q: 3 clusters Score -1.223824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 98666 members 
Entering Unmasked Estep 
Score: -12238244.000000 Penalty: 3739.708984
	Iteration 49Q: 3 clusters Score -1.223824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 98669 members 
Entering Unmasked Estep 
Score: -12238236.000000 Penalty: 3739.708984
	Iteration 50Q: 3 clusters Score -1.223824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 98675 members 
Entering Unmasked Estep 
Score: -12238239.000000 Penalty: 3739.708984
	Iteration 51Q: 3 clusters Score -1.223824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 98677 members 
Entering Unmasked Estep 
Score: -12238242.000000 Penalty: 3739.708984
	Iteration 52Q: 3 clusters Score -1.223824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 98683 members 
Entering Unmasked Estep 
Score: -12238247.000000 Penalty: 3739.708984
	Iteration 53Q: 3 clusters Score -1.223825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 98686 members 
Entering Unmasked Estep 
Score: -12238242.000000 Penalty: 3739.708984
	Iteration 54Q: 3 clusters Score -1.223824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 98685 members 
Entering Unmasked Estep 
Score: -12238241.000000 Penalty: 3739.708984
	Iteration 55Q: 3 clusters Score -1.223824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 98686 members 
Entering Unmasked Estep 
Score: -12238247.000000 Penalty: 3739.708984
	Iteration 56Q: 3 clusters Score -1.223825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -12238241.000000 Penalty: 3739.708984
	Iteration 57Q: 3 clusters Score -1.223824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -12238239.000000 Penalty: 3739.708984
	Iteration 58Q: 3 clusters Score -1.223824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -12238239.000000 Penalty: 3739.708984
	Iteration 59F: 3 clusters Score -1.223824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Entering Unmasked Estep 
Score: -213093.375000 Penalty: 1223.179077
	Iteration 0F: 2 clusters Score -213093.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -211148.796875 Penalty: 2446.358154
	Iteration 0F: 3 clusters Score -211148.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -211777.890625 Penalty: 2446.358154
	Iteration 1F: 3 clusters Score -211777.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -212031.453125 Penalty: 2446.358154
	Iteration 2F: 3 clusters Score -212031.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -212198.187500 Penalty: 2446.358154
	Iteration 3F: 3 clusters Score -212198.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -212307.359375 Penalty: 2446.358154
	Iteration 4F: 3 clusters Score -212307.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -212413.953125 Penalty: 2446.358154
	Iteration 5Q: 3 clusters Score -212414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -212475.156250 Penalty: 2446.358154
	Iteration 6Q: 3 clusters Score -212475.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -212507.187500 Penalty: 2446.358154
	Iteration 7Q: 3 clusters Score -212507.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -212538.046875 Penalty: 2446.358154
	Iteration 8Q: 3 clusters Score -212538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -212561.890625 Penalty: 2446.358154
	Iteration 9Q: 3 clusters Score -212561.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -212583.906250 Penalty: 2446.358154
	Iteration 10Q: 3 clusters Score -212583.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -212596.484375 Penalty: 2446.358154
	Iteration 11Q: 3 clusters Score -212596.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -212610.000000 Penalty: 2446.358154
	Iteration 12Q: 3 clusters Score -212610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -212626.765625 Penalty: 2446.358154
	Iteration 13Q: 3 clusters Score -212626.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -212643.812500 Penalty: 2446.358154
	Iteration 14Q: 3 clusters Score -212643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -212652.765625 Penalty: 2446.358154
	Iteration 15Q: 3 clusters Score -212652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -212656.781250 Penalty: 2446.358154
	Iteration 16Q: 3 clusters Score -212656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -212660.921875 Penalty: 2446.358154
	Iteration 17Q: 3 clusters Score -212660.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -212666.109375 Penalty: 2446.358154
	Iteration 18Q: 3 clusters Score -212666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -212669.328125 Penalty: 2446.358154
	Iteration 19Q: 3 clusters Score -212669.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -212672.000000 Penalty: 2446.358154
	Iteration 20F: 3 clusters Score -212672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -212672.890625 Penalty: 2446.358154
	Iteration 21Q: 3 clusters Score -212672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -212673.453125 Penalty: 2446.358154
	Iteration 22Q: 3 clusters Score -212673.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -212673.515625 Penalty: 2446.358154
	Iteration 23Q: 3 clusters Score -212673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -212673.515625 Penalty: 2446.358154
	Iteration 24F: 3 clusters Score -212673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Entering Unmasked Estep 
Score: -1287912.750000 Penalty: 1508.084473
	Iteration 0F: 2 clusters Score -1287913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1280305.625000 Penalty: 3016.168945
	Iteration 0F: 3 clusters Score -1280306 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1282976.250000 Penalty: 3016.168945
	Iteration 1F: 3 clusters Score -1282976 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1283451.125000 Penalty: 3016.168945
	Iteration 2F: 3 clusters Score -1283451 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1284083.750000 Penalty: 3016.168945
	Iteration 3F: 3 clusters Score -1284084 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1284893.750000 Penalty: 3016.168945
	Iteration 4F: 3 clusters Score -1284894 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1285662.875000 Penalty: 3016.168945
	Iteration 5F: 3 clusters Score -1285663 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1286188.250000 Penalty: 3016.168945
	Iteration 6F: 3 clusters Score -1286188 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1286482.125000 Penalty: 3016.168945
	Iteration 7Q: 3 clusters Score -1286482 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1286621.375000 Penalty: 3016.168945
	Iteration 8Q: 3 clusters Score -1286621 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1286719.000000 Penalty: 3016.168945
	Iteration 9Q: 3 clusters Score -1286719 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1286782.000000 Penalty: 3016.168945
	Iteration 10Q: 3 clusters Score -1286782 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1286822.125000 Penalty: 3016.168945
	Iteration 11Q: 3 clusters Score -1286822 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1286855.500000 Penalty: 3016.168945
	Iteration 12Q: 3 clusters Score -1286856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1286880.500000 Penalty: 3016.168945
	Iteration 13Q: 3 clusters Score -1286880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1286902.875000 Penalty: 3016.168945
	Iteration 14Q: 3 clusters Score -1286903 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1286915.250000 Penalty: 3016.168945
	Iteration 15Q: 3 clusters Score -1286915 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1286925.250000 Penalty: 3016.168945
	Iteration 16Q: 3 clusters Score -1286925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1286936.500000 Penalty: 3016.168945
	Iteration 17Q: 3 clusters Score -1286936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1286949.375000 Penalty: 3016.168945
	Iteration 18Q: 3 clusters Score -1286949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1286962.375000 Penalty: 3016.168945
	Iteration 19Q: 3 clusters Score -1286962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1286978.250000 Penalty: 3016.168945
	Iteration 20F: 3 clusters Score -1286978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1286990.500000 Penalty: 3016.168945
	Iteration 21Q: 3 clusters Score -1286990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1287008.750000 Penalty: 3016.168945
	Iteration 22Q: 3 clusters Score -1287009 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1287018.000000 Penalty: 3016.168945
	Iteration 23Q: 3 clusters Score -1287018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1287031.375000 Penalty: 3016.168945
	Iteration 24Q: 3 clusters Score -1287031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1287040.000000 Penalty: 3016.168945
	Iteration 25Q: 3 clusters Score -1287040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1287045.000000 Penalty: 3016.168945
	Iteration 26Q: 3 clusters Score -1287045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1287052.750000 Penalty: 3016.168945
	Iteration 27Q: 3 clusters Score -1287053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1287055.250000 Penalty: 3016.168945
	Iteration 28Q: 3 clusters Score -1287055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1287057.250000 Penalty: 3016.168945
	Iteration 29Q: 3 clusters Score -1287057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1287058.625000 Penalty: 3016.168945
	Iteration 30Q: 3 clusters Score -1287059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1287059.875000 Penalty: 3016.168945
	Iteration 31Q: 3 clusters Score -1287060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1287065.875000 Penalty: 3016.168945
	Iteration 32Q: 3 clusters Score -1287066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1287071.625000 Penalty: 3016.168945
	Iteration 33Q: 3 clusters Score -1287072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1287078.250000 Penalty: 3016.168945
	Iteration 34Q: 3 clusters Score -1287078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1287085.000000 Penalty: 3016.168945
	Iteration 35Q: 3 clusters Score -1287085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1287094.000000 Penalty: 3016.168945
	Iteration 36Q: 3 clusters Score -1287094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1287101.500000 Penalty: 3016.168945
	Iteration 37Q: 3 clusters Score -1287102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1287105.375000 Penalty: 3016.168945
	Iteration 38Q: 3 clusters Score -1287105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1287114.500000 Penalty: 3016.168945
	Iteration 39Q: 3 clusters Score -1287114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1287117.000000 Penalty: 3016.168945
	Iteration 40F: 3 clusters Score -1287117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1287122.000000 Penalty: 3016.168945
	Iteration 41Q: 3 clusters Score -1287122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1287128.250000 Penalty: 3016.168945
	Iteration 42Q: 3 clusters Score -1287128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1287135.000000 Penalty: 3016.168945
	Iteration 43Q: 3 clusters Score -1287135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1287134.375000 Penalty: 3016.168945
	Iteration 44Q: 3 clusters Score -1287134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1287141.250000 Penalty: 3016.168945
	Iteration 45Q: 3 clusters Score -1287141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1287141.500000 Penalty: 3016.168945
	Iteration 46Q: 3 clusters Score -1287142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1287147.625000 Penalty: 3016.168945
	Iteration 47Q: 3 clusters Score -1287148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1287148.500000 Penalty: 3016.168945
	Iteration 48Q: 3 clusters Score -1287148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1287145.000000 Penalty: 3016.168945
	Iteration 49Q: 3 clusters Score -1287145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1287145.875000 Penalty: 3016.168945
	Iteration 50Q: 3 clusters Score -1287146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1287147.750000 Penalty: 3016.168945
	Iteration 51Q: 3 clusters Score -1287148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1287147.625000 Penalty: 3016.168945
	Iteration 52Q: 3 clusters Score -1287148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1287148.875000 Penalty: 3016.168945
	Iteration 53Q: 3 clusters Score -1287149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1287150.000000 Penalty: 3016.168945
	Iteration 54Q: 3 clusters Score -1287150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1287150.625000 Penalty: 3016.168945
	Iteration 55Q: 3 clusters Score -1287151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1287150.500000 Penalty: 3016.168945
	Iteration 56Q: 3 clusters Score -1287150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1287150.000000 Penalty: 3016.168945
	Iteration 57Q: 3 clusters Score -1287150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1287153.250000 Penalty: 3016.168945
	Iteration 58Q: 3 clusters Score -1287153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1287153.250000 Penalty: 3016.168945
	Iteration 59Q: 3 clusters Score -1287153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1287155.750000 Penalty: 3016.168945
	Iteration 60F: 3 clusters Score -1287156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1287154.375000 Penalty: 3016.168945
	Iteration 61Q: 3 clusters Score -1287154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1287154.375000 Penalty: 3016.168945
	Iteration 62F: 3 clusters Score -1287154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Entering Unmasked Estep 
Score: -1060285.000000 Penalty: 1474.124878
	Iteration 0F: 2 clusters Score -1060285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1053963.375000 Penalty: 2948.249756
	Iteration 0F: 3 clusters Score -1053963 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1056194.000000 Penalty: 2948.249756
	Iteration 1F: 3 clusters Score -1056194 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1056651.375000 Penalty: 2948.249756
	Iteration 2F: 3 clusters Score -1056651 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1057041.875000 Penalty: 2948.249756
	Iteration 3F: 3 clusters Score -1057042 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1057354.500000 Penalty: 2948.249756
	Iteration 4F: 3 clusters Score -1057354 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1057611.625000 Penalty: 2948.249756
	Iteration 5Q: 3 clusters Score -1057612 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1057810.625000 Penalty: 2948.249756
	Iteration 6Q: 3 clusters Score -1057811 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1057977.125000 Penalty: 2948.249756
	Iteration 7Q: 3 clusters Score -1057977 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1058113.875000 Penalty: 2948.249756
	Iteration 8Q: 3 clusters Score -1058114 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1058213.375000 Penalty: 2948.249756
	Iteration 9Q: 3 clusters Score -1058213 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1058288.875000 Penalty: 2948.249756
	Iteration 10Q: 3 clusters Score -1058289 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1058358.375000 Penalty: 2948.249756
	Iteration 11Q: 3 clusters Score -1058358 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1058431.625000 Penalty: 2948.249756
	Iteration 12Q: 3 clusters Score -1058432 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1058505.875000 Penalty: 2948.249756
	Iteration 13Q: 3 clusters Score -1058506 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1058565.250000 Penalty: 2948.249756
	Iteration 14Q: 3 clusters Score -1058565 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1058625.750000 Penalty: 2948.249756
	Iteration 15Q: 3 clusters Score -1058626 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1058680.875000 Penalty: 2948.249756
	Iteration 16Q: 3 clusters Score -1058681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1058723.125000 Penalty: 2948.249756
	Iteration 17Q: 3 clusters Score -1058723 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1058772.500000 Penalty: 2948.249756
	Iteration 18Q: 3 clusters Score -1058772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1058823.250000 Penalty: 2948.249756
	Iteration 19Q: 3 clusters Score -1058823 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1058864.500000 Penalty: 2948.249756
	Iteration 20F: 3 clusters Score -1058864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1058896.625000 Penalty: 2948.249756
	Iteration 21Q: 3 clusters Score -1058897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1058919.375000 Penalty: 2948.249756
	Iteration 22Q: 3 clusters Score -1058919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1058941.000000 Penalty: 2948.249756
	Iteration 23Q: 3 clusters Score -1058941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1058961.625000 Penalty: 2948.249756
	Iteration 24Q: 3 clusters Score -1058962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1058980.375000 Penalty: 2948.249756
	Iteration 25Q: 3 clusters Score -1058980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1059002.500000 Penalty: 2948.249756
	Iteration 26Q: 3 clusters Score -1059002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1059026.750000 Penalty: 2948.249756
	Iteration 27Q: 3 clusters Score -1059027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1059046.500000 Penalty: 2948.249756
	Iteration 28Q: 3 clusters Score -1059046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1059060.500000 Penalty: 2948.249756
	Iteration 29Q: 3 clusters Score -1059060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1059076.875000 Penalty: 2948.249756
	Iteration 30Q: 3 clusters Score -1059077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1059089.750000 Penalty: 2948.249756
	Iteration 31Q: 3 clusters Score -1059090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1059102.875000 Penalty: 2948.249756
	Iteration 32Q: 3 clusters Score -1059103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1059112.000000 Penalty: 2948.249756
	Iteration 33Q: 3 clusters Score -1059112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1059115.000000 Penalty: 2948.249756
	Iteration 34Q: 3 clusters Score -1059115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1059120.875000 Penalty: 2948.249756
	Iteration 35Q: 3 clusters Score -1059121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1059122.500000 Penalty: 2948.249756
	Iteration 36Q: 3 clusters Score -1059122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1059131.250000 Penalty: 2948.249756
	Iteration 37Q: 3 clusters Score -1059131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1059143.375000 Penalty: 2948.249756
	Iteration 38Q: 3 clusters Score -1059143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1059146.250000 Penalty: 2948.249756
	Iteration 39Q: 3 clusters Score -1059146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1059151.250000 Penalty: 2948.249756
	Iteration 40F: 3 clusters Score -1059151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1059153.500000 Penalty: 2948.249756
	Iteration 41Q: 3 clusters Score -1059154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1059155.250000 Penalty: 2948.249756
	Iteration 42Q: 3 clusters Score -1059155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1059155.125000 Penalty: 2948.249756
	Iteration 43Q: 3 clusters Score -1059155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1059160.250000 Penalty: 2948.249756
	Iteration 44Q: 3 clusters Score -1059160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1059162.625000 Penalty: 2948.249756
	Iteration 45Q: 3 clusters Score -1059163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1059161.500000 Penalty: 2948.249756
	Iteration 46Q: 3 clusters Score -1059162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1059161.875000 Penalty: 2948.249756
	Iteration 47Q: 3 clusters Score -1059162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1059161.375000 Penalty: 2948.249756
	Iteration 48Q: 3 clusters Score -1059161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1059161.875000 Penalty: 2948.249756
	Iteration 49Q: 3 clusters Score -1059162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1059163.875000 Penalty: 2948.249756
	Iteration 50Q: 3 clusters Score -1059164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1059169.000000 Penalty: 2948.249756
	Iteration 51Q: 3 clusters Score -1059169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1059174.375000 Penalty: 2948.249756
	Iteration 52Q: 3 clusters Score -1059174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1059177.750000 Penalty: 2948.249756
	Iteration 53Q: 3 clusters Score -1059178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1059178.875000 Penalty: 2948.249756
	Iteration 54Q: 3 clusters Score -1059179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1059180.000000 Penalty: 2948.249756
	Iteration 55Q: 3 clusters Score -1059180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1059181.375000 Penalty: 2948.249756
	Iteration 56Q: 3 clusters Score -1059181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1059183.750000 Penalty: 2948.249756
	Iteration 57Q: 3 clusters Score -1059184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1059182.750000 Penalty: 2948.249756
	Iteration 58Q: 3 clusters Score -1059183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1059185.000000 Penalty: 2948.249756
	Iteration 59Q: 3 clusters Score -1059185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1059186.250000 Penalty: 2948.249756
	Iteration 60F: 3 clusters Score -1059186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1059187.750000 Penalty: 2948.249756
	Iteration 61Q: 3 clusters Score -1059188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1059187.000000 Penalty: 2948.249756
	Iteration 62Q: 3 clusters Score -1059187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1059187.125000 Penalty: 2948.249756
	Iteration 63Q: 3 clusters Score -1059187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1059187.125000 Penalty: 2948.249756
	Iteration 64F: 3 clusters Score -1059187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -218350.953125 Penalty: 1230.029419
	Iteration 0F: 2 clusters Score -218351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -216304.609375 Penalty: 2460.058838
	Iteration 0F: 3 clusters Score -216304.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -216734.890625 Penalty: 2460.058838
	Iteration 1F: 3 clusters Score -216734.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -216870.703125 Penalty: 2460.058838
	Iteration 2F: 3 clusters Score -216870.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -216926.562500 Penalty: 2460.058838
	Iteration 3Q: 3 clusters Score -216926.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216966.640625 Penalty: 2460.058838
	Iteration 4Q: 3 clusters Score -216966.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -217004.500000 Penalty: 2460.058838
	Iteration 5Q: 3 clusters Score -217004.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -217031.140625 Penalty: 2460.058838
	Iteration 6Q: 3 clusters Score -217031.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -217043.968750 Penalty: 2460.058838
	Iteration 7Q: 3 clusters Score -217044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -217053.703125 Penalty: 2460.058838
	Iteration 8Q: 3 clusters Score -217053.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -217058.328125 Penalty: 2460.058838
	Iteration 9Q: 3 clusters Score -217058.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -217062.296875 Penalty: 2460.058838
	Iteration 10Q: 3 clusters Score -217062.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -217068.046875 Penalty: 2460.058838
	Iteration 11Q: 3 clusters Score -217068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -217076.312500 Penalty: 2460.058838
	Iteration 12Q: 3 clusters Score -217076.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -217081.406250 Penalty: 2460.058838
	Iteration 13Q: 3 clusters Score -217081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217087.031250 Penalty: 2460.058838
	Iteration 14Q: 3 clusters Score -217087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217093.203125 Penalty: 2460.058838
	Iteration 15Q: 3 clusters Score -217093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -217096.921875 Penalty: 2460.058838
	Iteration 16Q: 3 clusters Score -217096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -217100.000000 Penalty: 2460.058838
	Iteration 17Q: 3 clusters Score -217100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -217101.500000 Penalty: 2460.058838
	Iteration 18Q: 3 clusters Score -217101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -217104.453125 Penalty: 2460.058838
	Iteration 19Q: 3 clusters Score -217104.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -217107.281250 Penalty: 2460.058838
	Iteration 20F: 3 clusters Score -217107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -217111.218750 Penalty: 2460.058838
	Iteration 21Q: 3 clusters Score -217111.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -217114.812500 Penalty: 2460.058838
	Iteration 22Q: 3 clusters Score -217114.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -217119.578125 Penalty: 2460.058838
	Iteration 23Q: 3 clusters Score -217119.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -217127.031250 Penalty: 2460.058838
	Iteration 24Q: 3 clusters Score -217127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -217131.421875 Penalty: 2460.058838
	Iteration 25Q: 3 clusters Score -217131.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -217135.781250 Penalty: 2460.058838
	Iteration 26Q: 3 clusters Score -217135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -217137.859375 Penalty: 2460.058838
	Iteration 27Q: 3 clusters Score -217137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -217138.703125 Penalty: 2460.058838
	Iteration 28Q: 3 clusters Score -217138.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -217141.531250 Penalty: 2460.058838
	Iteration 29Q: 3 clusters Score -217141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -217143.015625 Penalty: 2460.058838
	Iteration 30Q: 3 clusters Score -217143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -217143.437500 Penalty: 2460.058838
	Iteration 31Q: 3 clusters Score -217143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -217143.437500 Penalty: 2460.058838
	Iteration 32F: 3 clusters Score -217143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97272 members 
Entering Unmasked Estep 
Score: -12179800.000000 Penalty: 1866.355835
	Iteration 0F: 2 clusters Score -1.21798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -12122646.000000 Penalty: 3732.711670
	Iteration 0F: 3 clusters Score -1.212265e+07 nChanged 46625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -12150816.000000 Penalty: 3732.711670
	Iteration 1F: 3 clusters Score -1.215082e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -12152401.000000 Penalty: 3732.711670
	Iteration 2Q: 3 clusters Score -1.21524e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -12154663.000000 Penalty: 3732.711670
	Iteration 3Q: 3 clusters Score -1.215466e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -12158217.000000 Penalty: 3732.711670
	Iteration 4F: 3 clusters Score -1.215822e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -12163205.000000 Penalty: 3732.711670
	Iteration 5F: 3 clusters Score -1.21632e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -12168932.000000 Penalty: 3732.711670
	Iteration 6F: 3 clusters Score -1.216893e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75739 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -12173698.000000 Penalty: 3732.711670
	Iteration 7F: 3 clusters Score -1.21737e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77997 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -12177228.000000 Penalty: 3732.711670
	Iteration 8Q: 3 clusters Score -1.217723e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -12179151.000000 Penalty: 3732.711670
	Iteration 9Q: 3 clusters Score -1.217915e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -12180079.000000 Penalty: 3732.711670
	Iteration 10Q: 3 clusters Score -1.218008e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -12180660.000000 Penalty: 3732.711670
	Iteration 11Q: 3 clusters Score -1.218066e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -12180981.000000 Penalty: 3732.711670
	Iteration 12Q: 3 clusters Score -1.218098e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -12181112.000000 Penalty: 3732.711670
	Iteration 13Q: 3 clusters Score -1.218111e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -12181311.000000 Penalty: 3732.711670
	Iteration 14Q: 3 clusters Score -1.218131e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -12181428.000000 Penalty: 3732.711670
	Iteration 15Q: 3 clusters Score -1.218143e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -12181438.000000 Penalty: 3732.711670
	Iteration 16Q: 3 clusters Score -1.218144e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -12181472.000000 Penalty: 3732.711670
	Iteration 17Q: 3 clusters Score -1.218147e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -12181456.000000 Penalty: 3732.711670
	Iteration 18Q: 3 clusters Score -1.218146e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -12181512.000000 Penalty: 3732.711670
	Iteration 19Q: 3 clusters Score -1.218151e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -12181429.000000 Penalty: 3732.711670
	Iteration 20F: 3 clusters Score -1.218143e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -12181411.000000 Penalty: 3732.711670
	Iteration 21Q: 3 clusters Score -1.218141e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -12181387.000000 Penalty: 3732.711670
	Iteration 22Q: 3 clusters Score -1.218139e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86393 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -12181357.000000 Penalty: 3732.711670
	Iteration 23Q: 3 clusters Score -1.218136e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -12181299.000000 Penalty: 3732.711670
	Iteration 24Q: 3 clusters Score -1.21813e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -12181259.000000 Penalty: 3732.711670
	Iteration 25Q: 3 clusters Score -1.218126e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -12181236.000000 Penalty: 3732.711670
	Iteration 26Q: 3 clusters Score -1.218124e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -12181115.000000 Penalty: 3732.711670
	Iteration 27Q: 3 clusters Score -1.218112e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88326 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -12181050.000000 Penalty: 3732.711670
	Iteration 28Q: 3 clusters Score -1.218105e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -12181027.000000 Penalty: 3732.711670
	Iteration 29Q: 3 clusters Score -1.218103e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -12180949.000000 Penalty: 3732.711670
	Iteration 30Q: 3 clusters Score -1.218095e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89500 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -12180897.000000 Penalty: 3732.711670
	Iteration 31Q: 3 clusters Score -1.21809e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89890 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -12180812.000000 Penalty: 3732.711670
	Iteration 32Q: 3 clusters Score -1.218081e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -12180725.000000 Penalty: 3732.711670
	Iteration 33Q: 3 clusters Score -1.218072e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -12180560.000000 Penalty: 3732.711670
	Iteration 34Q: 3 clusters Score -1.218056e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -12180459.000000 Penalty: 3732.711670
	Iteration 35Q: 3 clusters Score -1.218046e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -12180379.000000 Penalty: 3732.711670
	Iteration 36Q: 3 clusters Score -1.218038e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -12180349.000000 Penalty: 3732.711670
	Iteration 37Q: 3 clusters Score -1.218035e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -12180299.000000 Penalty: 3732.711670
	Iteration 38Q: 3 clusters Score -1.21803e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92299 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -12180217.000000 Penalty: 3732.711670
	Iteration 39Q: 3 clusters Score -1.218022e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92530 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -12180154.000000 Penalty: 3732.711670
	Iteration 40F: 3 clusters Score -1.218015e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -12180081.000000 Penalty: 3732.711670
	Iteration 41Q: 3 clusters Score -1.218008e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92938 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -12180018.000000 Penalty: 3732.711670
	Iteration 42Q: 3 clusters Score -1.218002e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -12179947.000000 Penalty: 3732.711670
	Iteration 43Q: 3 clusters Score -1.217995e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -12179909.000000 Penalty: 3732.711670
	Iteration 44Q: 3 clusters Score -1.217991e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -12179901.000000 Penalty: 3732.711670
	Iteration 45Q: 3 clusters Score -1.21799e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -12179866.000000 Penalty: 3732.711670
	Iteration 46Q: 3 clusters Score -1.217987e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93780 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -12179797.000000 Penalty: 3732.711670
	Iteration 47Q: 3 clusters Score -1.21798e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -12179790.000000 Penalty: 3732.711670
	Iteration 48Q: 3 clusters Score -1.217979e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94034 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -12179718.000000 Penalty: 3732.711670
	Iteration 49Q: 3 clusters Score -1.217972e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94137 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -12179724.000000 Penalty: 3732.711670
	Iteration 50Q: 3 clusters Score -1.217972e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -12179696.000000 Penalty: 3732.711670
	Iteration 51Q: 3 clusters Score -1.21797e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -12179683.000000 Penalty: 3732.711670
	Iteration 52Q: 3 clusters Score -1.217968e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94419 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -12179667.000000 Penalty: 3732.711670
	Iteration 53Q: 3 clusters Score -1.217967e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -12179616.000000 Penalty: 3732.711670
	Iteration 54Q: 3 clusters Score -1.217962e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -12179598.000000 Penalty: 3732.711670
	Iteration 55Q: 3 clusters Score -1.21796e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -12179580.000000 Penalty: 3732.711670
	Iteration 56Q: 3 clusters Score -1.217958e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -12179543.000000 Penalty: 3732.711670
	Iteration 57Q: 3 clusters Score -1.217954e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -12179536.000000 Penalty: 3732.711670
	Iteration 58Q: 3 clusters Score -1.217954e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94786 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -12179538.000000 Penalty: 3732.711670
	Iteration 59Q: 3 clusters Score -1.217954e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -12179507.000000 Penalty: 3732.711670
	Iteration 60F: 3 clusters Score -1.217951e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94862 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -12179505.000000 Penalty: 3732.711670
	Iteration 61Q: 3 clusters Score -1.21795e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -12179489.000000 Penalty: 3732.711670
	Iteration 62Q: 3 clusters Score -1.217949e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -12179484.000000 Penalty: 3732.711670
	Iteration 63Q: 3 clusters Score -1.217948e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -12179460.000000 Penalty: 3732.711670
	Iteration 64Q: 3 clusters Score -1.217946e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -12179420.000000 Penalty: 3732.711670
	Iteration 65Q: 3 clusters Score -1.217942e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95033 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -12179430.000000 Penalty: 3732.711670
	Iteration 66Q: 3 clusters Score -1.217943e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -12179425.000000 Penalty: 3732.711670
	Iteration 67Q: 3 clusters Score -1.217942e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -12179411.000000 Penalty: 3732.711670
	Iteration 68Q: 3 clusters Score -1.217941e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95142 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -12179389.000000 Penalty: 3732.711670
	Iteration 69Q: 3 clusters Score -1.217939e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -12179373.000000 Penalty: 3732.711670
	Iteration 70Q: 3 clusters Score -1.217937e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95220 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -12179367.000000 Penalty: 3732.711670
	Iteration 71Q: 3 clusters Score -1.217937e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -12179380.000000 Penalty: 3732.711670
	Iteration 72Q: 3 clusters Score -1.217938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -12179357.000000 Penalty: 3732.711670
	Iteration 73Q: 3 clusters Score -1.217936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -12179363.000000 Penalty: 3732.711670
	Iteration 74Q: 3 clusters Score -1.217936e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95341 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -12179356.000000 Penalty: 3732.711670
	Iteration 75Q: 3 clusters Score -1.217936e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95372 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -12179350.000000 Penalty: 3732.711670
	Iteration 76Q: 3 clusters Score -1.217935e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95399 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -12179360.000000 Penalty: 3732.711670
	Iteration 77Q: 3 clusters Score -1.217936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12179359.000000 Penalty: 3732.711670
	Iteration 78Q: 3 clusters Score -1.217936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -12179349.000000 Penalty: 3732.711670
	Iteration 79Q: 3 clusters Score -1.217935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95430 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -12179345.000000 Penalty: 3732.711670
	Iteration 80F: 3 clusters Score -1.217934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -12179357.000000 Penalty: 3732.711670
	Iteration 81Q: 3 clusters Score -1.217936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -12179351.000000 Penalty: 3732.711670
	Iteration 82Q: 3 clusters Score -1.217935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -12179358.000000 Penalty: 3732.711670
	Iteration 83Q: 3 clusters Score -1.217936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -12179353.000000 Penalty: 3732.711670
	Iteration 84Q: 3 clusters Score -1.217935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95491 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -12179352.000000 Penalty: 3732.711670
	Iteration 85Q: 3 clusters Score -1.217935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -12179345.000000 Penalty: 3732.711670
	Iteration 86Q: 3 clusters Score -1.217934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95514 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -12179340.000000 Penalty: 3732.711670
	Iteration 87Q: 3 clusters Score -1.217934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95517 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -12179355.000000 Penalty: 3732.711670
	Iteration 88Q: 3 clusters Score -1.217936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -12179341.000000 Penalty: 3732.711670
	Iteration 89Q: 3 clusters Score -1.217934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -12179357.000000 Penalty: 3732.711670
	Iteration 90Q: 3 clusters Score -1.217936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95534 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -12179351.000000 Penalty: 3732.711670
	Iteration 91Q: 3 clusters Score -1.217935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -12179355.000000 Penalty: 3732.711670
	Iteration 92Q: 3 clusters Score -1.217936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12179353.000000 Penalty: 3732.711670
	Iteration 93Q: 3 clusters Score -1.217935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -12179349.000000 Penalty: 3732.711670
	Iteration 94Q: 3 clusters Score -1.217935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95540 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12179355.000000 Penalty: 3732.711670
	Iteration 95Q: 3 clusters Score -1.217936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -12179351.000000 Penalty: 3732.711670
	Iteration 96Q: 3 clusters Score -1.217935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -12179346.000000 Penalty: 3732.711670
	Iteration 97Q: 3 clusters Score -1.217935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95542 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12179353.000000 Penalty: 3732.711670
	Iteration 98Q: 3 clusters Score -1.217935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -12179343.000000 Penalty: 3732.711670
	Iteration 99Q: 3 clusters Score -1.217934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95546 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -12179353.000000 Penalty: 3732.711670
	Iteration 100F: 3 clusters Score -1.217935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -445037.312500 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -445037.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -441830.812500 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -441830.8 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -442606.187500 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -442606.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -442753.531250 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -442753.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -442839.281250 Penalty: 2676.061279
	Iteration 3Q: 3 clusters Score -442839.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -442903.812500 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -442903.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -442954.031250 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -442954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -442992.625000 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -442992.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -443024.031250 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -443024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -443054.343750 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -443054.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -443081.718750 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -443081.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -443110.031250 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -443110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -443137.437500 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -443137.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -443158.156250 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -443158.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -443182.750000 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -443182.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -443212.125000 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -443212.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -443239.656250 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -443239.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -443267.062500 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -443267.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -443296.531250 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -443296.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -443324.218750 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -443324.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -443352.906250 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -443352.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -443384.625000 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -443384.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -443413.562500 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -443413.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -443438.437500 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -443438.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -443462.125000 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -443462.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -443490.843750 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -443490.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -443525.531250 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -443525.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -443559.937500 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -443559.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -443597.375000 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -443597.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -443642.875000 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -443642.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -443704.468750 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -443704.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -443752.343750 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -443752.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -443783.468750 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -443783.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -443809.468750 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -443809.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -443829.312500 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -443829.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -443848.406250 Penalty: 2676.061279
	Iteration 34Q: 3 clusters Score -443848.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -443864.156250 Penalty: 2676.061279
	Iteration 35Q: 3 clusters Score -443864.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -443873.312500 Penalty: 2676.061279
	Iteration 36Q: 3 clusters Score -443873.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -443881.437500 Penalty: 2676.061279
	Iteration 37Q: 3 clusters Score -443881.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -443884.000000 Penalty: 2676.061279
	Iteration 38Q: 3 clusters Score -443884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -443886.687500 Penalty: 2676.061279
	Iteration 39Q: 3 clusters Score -443886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -443886.406250 Penalty: 2676.061279
	Iteration 40F: 3 clusters Score -443886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -443886.968750 Penalty: 2676.061279
	Iteration 41Q: 3 clusters Score -443887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -443886.656250 Penalty: 2676.061279
	Iteration 42Q: 3 clusters Score -443886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -443886.656250 Penalty: 2676.061279
	Iteration 43F: 3 clusters Score -443886.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (80649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Entering Unmasked Estep 
Score: -10145414.000000 Penalty: 1835.902588
	Iteration 0F: 2 clusters Score -1.014541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -10093245.000000 Penalty: 3671.805176
	Iteration 0F: 3 clusters Score -1.009324e+07 nChanged 38526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -10116854.000000 Penalty: 3671.805176
	Iteration 1F: 3 clusters Score -1.011685e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -10119056.000000 Penalty: 3671.805176
	Iteration 2F: 3 clusters Score -1.011906e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -10122525.000000 Penalty: 3671.805176
	Iteration 3F: 3 clusters Score -1.012252e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -10127755.000000 Penalty: 3671.805176
	Iteration 4F: 3 clusters Score -1.012776e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -10134187.000000 Penalty: 3671.805176
	Iteration 5F: 3 clusters Score -1.013419e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -10139418.000000 Penalty: 3671.805176
	Iteration 6F: 3 clusters Score -1.013942e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -10142103.000000 Penalty: 3671.805176
	Iteration 7Q: 3 clusters Score -1.01421e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -10142952.000000 Penalty: 3671.805176
	Iteration 8Q: 3 clusters Score -1.014295e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -10143414.000000 Penalty: 3671.805176
	Iteration 9Q: 3 clusters Score -1.014341e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -10143774.000000 Penalty: 3671.805176
	Iteration 10Q: 3 clusters Score -1.014377e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -10143979.000000 Penalty: 3671.805176
	Iteration 11Q: 3 clusters Score -1.014398e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -10144025.000000 Penalty: 3671.805176
	Iteration 12Q: 3 clusters Score -1.014402e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -10144136.000000 Penalty: 3671.805176
	Iteration 13Q: 3 clusters Score -1.014414e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -10144180.000000 Penalty: 3671.805176
	Iteration 14Q: 3 clusters Score -1.014418e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -10144264.000000 Penalty: 3671.805176
	Iteration 15Q: 3 clusters Score -1.014426e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78380 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -10144286.000000 Penalty: 3671.805176
	Iteration 16Q: 3 clusters Score -1.014429e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78765 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -10144299.000000 Penalty: 3671.805176
	Iteration 17Q: 3 clusters Score -1.01443e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -10144311.000000 Penalty: 3671.805176
	Iteration 18Q: 3 clusters Score -1.014431e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -10144265.000000 Penalty: 3671.805176
	Iteration 19Q: 3 clusters Score -1.014426e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -10144277.000000 Penalty: 3671.805176
	Iteration 20F: 3 clusters Score -1.014428e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10144264.000000 Penalty: 3671.805176
	Iteration 21Q: 3 clusters Score -1.014426e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10144248.000000 Penalty: 3671.805176
	Iteration 22Q: 3 clusters Score -1.014425e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79764 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10144264.000000 Penalty: 3671.805176
	Iteration 23Q: 3 clusters Score -1.014426e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10144277.000000 Penalty: 3671.805176
	Iteration 24Q: 3 clusters Score -1.014428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10144305.000000 Penalty: 3671.805176
	Iteration 25Q: 3 clusters Score -1.01443e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10144302.000000 Penalty: 3671.805176
	Iteration 26Q: 3 clusters Score -1.01443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10144281.000000 Penalty: 3671.805176
	Iteration 27Q: 3 clusters Score -1.014428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10144279.000000 Penalty: 3671.805176
	Iteration 28Q: 3 clusters Score -1.014428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10144255.000000 Penalty: 3671.805176
	Iteration 29Q: 3 clusters Score -1.014426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10144252.000000 Penalty: 3671.805176
	Iteration 30Q: 3 clusters Score -1.014425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10144258.000000 Penalty: 3671.805176
	Iteration 31Q: 3 clusters Score -1.014426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10144258.000000 Penalty: 3671.805176
	Iteration 32Q: 3 clusters Score -1.014426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10144261.000000 Penalty: 3671.805176
	Iteration 33Q: 3 clusters Score -1.014426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10144254.000000 Penalty: 3671.805176
	Iteration 34Q: 3 clusters Score -1.014425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10144252.000000 Penalty: 3671.805176
	Iteration 35Q: 3 clusters Score -1.014425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10144255.000000 Penalty: 3671.805176
	Iteration 36Q: 3 clusters Score -1.014426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10144255.000000 Penalty: 3671.805176
	Iteration 37Q: 3 clusters Score -1.014426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10144262.000000 Penalty: 3671.805176
	Iteration 38Q: 3 clusters Score -1.014426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10144267.000000 Penalty: 3671.805176
	Iteration 39Q: 3 clusters Score -1.014427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10144266.000000 Penalty: 3671.805176
	Iteration 40F: 3 clusters Score -1.014427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10144274.000000 Penalty: 3671.805176
	Iteration 41Q: 3 clusters Score -1.014427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10144267.000000 Penalty: 3671.805176
	Iteration 42Q: 3 clusters Score -1.014427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10144269.000000 Penalty: 3671.805176
	Iteration 43Q: 3 clusters Score -1.014427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10144269.000000 Penalty: 3671.805176
	Iteration 44F: 3 clusters Score -1.014427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Entering Unmasked Estep 
Score: -656911.312500 Penalty: 1397.958374
	Iteration 0F: 2 clusters Score -656911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -652680.062500 Penalty: 2795.916748
	Iteration 0F: 3 clusters Score -652680.1 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -653965.000000 Penalty: 2795.916748
	Iteration 1F: 3 clusters Score -653965 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -654140.250000 Penalty: 2795.916748
	Iteration 2F: 3 clusters Score -654140.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -654258.187500 Penalty: 2795.916748
	Iteration 3Q: 3 clusters Score -654258.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -654364.250000 Penalty: 2795.916748
	Iteration 4Q: 3 clusters Score -654364.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -654456.125000 Penalty: 2795.916748
	Iteration 5Q: 3 clusters Score -654456.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -654534.875000 Penalty: 2795.916748
	Iteration 6Q: 3 clusters Score -654534.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -654609.687500 Penalty: 2795.916748
	Iteration 7Q: 3 clusters Score -654609.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -654681.437500 Penalty: 2795.916748
	Iteration 8Q: 3 clusters Score -654681.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -654752.375000 Penalty: 2795.916748
	Iteration 9Q: 3 clusters Score -654752.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -654825.812500 Penalty: 2795.916748
	Iteration 10Q: 3 clusters Score -654825.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -654892.375000 Penalty: 2795.916748
	Iteration 11Q: 3 clusters Score -654892.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -654950.625000 Penalty: 2795.916748
	Iteration 12Q: 3 clusters Score -654950.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -655002.125000 Penalty: 2795.916748
	Iteration 13Q: 3 clusters Score -655002.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -655053.062500 Penalty: 2795.916748
	Iteration 14Q: 3 clusters Score -655053.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -655097.000000 Penalty: 2795.916748
	Iteration 15Q: 3 clusters Score -655097 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -655126.875000 Penalty: 2795.916748
	Iteration 16Q: 3 clusters Score -655126.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -655157.062500 Penalty: 2795.916748
	Iteration 17Q: 3 clusters Score -655157.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -655185.000000 Penalty: 2795.916748
	Iteration 18Q: 3 clusters Score -655185 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -655212.875000 Penalty: 2795.916748
	Iteration 19Q: 3 clusters Score -655212.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -655240.812500 Penalty: 2795.916748
	Iteration 20F: 3 clusters Score -655240.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -655259.500000 Penalty: 2795.916748
	Iteration 21Q: 3 clusters Score -655259.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -655279.437500 Penalty: 2795.916748
	Iteration 22Q: 3 clusters Score -655279.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -655298.125000 Penalty: 2795.916748
	Iteration 23Q: 3 clusters Score -655298.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -655318.625000 Penalty: 2795.916748
	Iteration 24Q: 3 clusters Score -655318.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -655343.750000 Penalty: 2795.916748
	Iteration 25Q: 3 clusters Score -655343.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -655378.375000 Penalty: 2795.916748
	Iteration 26Q: 3 clusters Score -655378.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -655419.187500 Penalty: 2795.916748
	Iteration 27Q: 3 clusters Score -655419.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -655446.812500 Penalty: 2795.916748
	Iteration 28Q: 3 clusters Score -655446.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -655474.500000 Penalty: 2795.916748
	Iteration 29Q: 3 clusters Score -655474.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -655495.312500 Penalty: 2795.916748
	Iteration 30Q: 3 clusters Score -655495.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -655514.000000 Penalty: 2795.916748
	Iteration 31Q: 3 clusters Score -655514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -655530.437500 Penalty: 2795.916748
	Iteration 32Q: 3 clusters Score -655530.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -655546.187500 Penalty: 2795.916748
	Iteration 33Q: 3 clusters Score -655546.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -655555.250000 Penalty: 2795.916748
	Iteration 34Q: 3 clusters Score -655555.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -655562.000000 Penalty: 2795.916748
	Iteration 35Q: 3 clusters Score -655562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -655567.062500 Penalty: 2795.916748
	Iteration 36Q: 3 clusters Score -655567.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -655572.687500 Penalty: 2795.916748
	Iteration 37Q: 3 clusters Score -655572.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -655577.375000 Penalty: 2795.916748
	Iteration 38Q: 3 clusters Score -655577.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -655580.500000 Penalty: 2795.916748
	Iteration 39Q: 3 clusters Score -655580.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -655582.750000 Penalty: 2795.916748
	Iteration 40F: 3 clusters Score -655582.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -655585.562500 Penalty: 2795.916748
	Iteration 41Q: 3 clusters Score -655585.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -655588.625000 Penalty: 2795.916748
	Iteration 42Q: 3 clusters Score -655588.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -655591.437500 Penalty: 2795.916748
	Iteration 43Q: 3 clusters Score -655591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -655592.125000 Penalty: 2795.916748
	Iteration 44Q: 3 clusters Score -655592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -655594.250000 Penalty: 2795.916748
	Iteration 45Q: 3 clusters Score -655594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -655595.812500 Penalty: 2795.916748
	Iteration 46Q: 3 clusters Score -655595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -655595.312500 Penalty: 2795.916748
	Iteration 47Q: 3 clusters Score -655595.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -655598.125000 Penalty: 2795.916748
	Iteration 48Q: 3 clusters Score -655598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -655599.625000 Penalty: 2795.916748
	Iteration 49Q: 3 clusters Score -655599.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -655600.500000 Penalty: 2795.916748
	Iteration 50Q: 3 clusters Score -655600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -655602.000000 Penalty: 2795.916748
	Iteration 51Q: 3 clusters Score -655602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -655603.687500 Penalty: 2795.916748
	Iteration 52Q: 3 clusters Score -655603.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -655606.062500 Penalty: 2795.916748
	Iteration 53Q: 3 clusters Score -655606.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -655607.062500 Penalty: 2795.916748
	Iteration 54Q: 3 clusters Score -655607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -655607.937500 Penalty: 2795.916748
	Iteration 55Q: 3 clusters Score -655607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -655607.875000 Penalty: 2795.916748
	Iteration 56Q: 3 clusters Score -655607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -655609.000000 Penalty: 2795.916748
	Iteration 57Q: 3 clusters Score -655609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -655610.062500 Penalty: 2795.916748
	Iteration 58Q: 3 clusters Score -655610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -655610.812500 Penalty: 2795.916748
	Iteration 59Q: 3 clusters Score -655610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -655611.250000 Penalty: 2795.916748
	Iteration 60F: 3 clusters Score -655611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -655611.500000 Penalty: 2795.916748
	Iteration 61Q: 3 clusters Score -655611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -655611.312500 Penalty: 2795.916748
	Iteration 62Q: 3 clusters Score -655611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -655610.562500 Penalty: 2795.916748
	Iteration 63Q: 3 clusters Score -655610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -655612.500000 Penalty: 2795.916748
	Iteration 64Q: 3 clusters Score -655612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -655612.687500 Penalty: 2795.916748
	Iteration 65Q: 3 clusters Score -655612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -655612.062500 Penalty: 2795.916748
	Iteration 66Q: 3 clusters Score -655612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -655612.062500 Penalty: 2795.916748
	Iteration 67Q: 3 clusters Score -655612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -655613.187500 Penalty: 2795.916748
	Iteration 68Q: 3 clusters Score -655613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -655613.562500 Penalty: 2795.916748
	Iteration 69Q: 3 clusters Score -655613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -655612.125000 Penalty: 2795.916748
	Iteration 70Q: 3 clusters Score -655612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -655614.000000 Penalty: 2795.916748
	Iteration 71Q: 3 clusters Score -655614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -655615.062500 Penalty: 2795.916748
	Iteration 72Q: 3 clusters Score -655615.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -655616.312500 Penalty: 2795.916748
	Iteration 73Q: 3 clusters Score -655616.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -655617.187500 Penalty: 2795.916748
	Iteration 74Q: 3 clusters Score -655617.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -655619.062500 Penalty: 2795.916748
	Iteration 75Q: 3 clusters Score -655619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -655620.187500 Penalty: 2795.916748
	Iteration 76Q: 3 clusters Score -655620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -655619.250000 Penalty: 2795.916748
	Iteration 77Q: 3 clusters Score -655619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -655620.875000 Penalty: 2795.916748
	Iteration 78Q: 3 clusters Score -655620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -655620.687500 Penalty: 2795.916748
	Iteration 79Q: 3 clusters Score -655620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -655620.375000 Penalty: 2795.916748
	Iteration 80F: 3 clusters Score -655620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -219264.500000 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -219264.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -217263.125000 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -217263.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -217892.515625 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -217892.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -218092.281250 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -218092.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -218230.875000 Penalty: 2466.698486
	Iteration 3F: 3 clusters Score -218230.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -218360.062500 Penalty: 2466.698486
	Iteration 4F: 3 clusters Score -218360.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -218466.000000 Penalty: 2466.698486
	Iteration 5Q: 3 clusters Score -218466 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -218560.609375 Penalty: 2466.698486
	Iteration 6Q: 3 clusters Score -218560.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -218679.906250 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -218679.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -218827.796875 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -218827.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -218914.406250 Penalty: 2466.698486
	Iteration 9Q: 3 clusters Score -218914.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -218965.406250 Penalty: 2466.698486
	Iteration 10Q: 3 clusters Score -218965.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219001.796875 Penalty: 2466.698486
	Iteration 11Q: 3 clusters Score -219001.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -219031.437500 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -219031.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -219058.218750 Penalty: 2466.698486
	Iteration 13Q: 3 clusters Score -219058.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -219082.625000 Penalty: 2466.698486
	Iteration 14Q: 3 clusters Score -219082.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -219101.656250 Penalty: 2466.698486
	Iteration 15Q: 3 clusters Score -219101.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219120.453125 Penalty: 2466.698486
	Iteration 16Q: 3 clusters Score -219120.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -219132.093750 Penalty: 2466.698486
	Iteration 17Q: 3 clusters Score -219132.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -219147.343750 Penalty: 2466.698486
	Iteration 18Q: 3 clusters Score -219147.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -219156.546875 Penalty: 2466.698486
	Iteration 19Q: 3 clusters Score -219156.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -219166.921875 Penalty: 2466.698486
	Iteration 20F: 3 clusters Score -219166.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -219176.328125 Penalty: 2466.698486
	Iteration 21Q: 3 clusters Score -219176.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -219184.968750 Penalty: 2466.698486
	Iteration 22Q: 3 clusters Score -219185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -219190.312500 Penalty: 2466.698486
	Iteration 23Q: 3 clusters Score -219190.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -219193.843750 Penalty: 2466.698486
	Iteration 24Q: 3 clusters Score -219193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -219196.984375 Penalty: 2466.698486
	Iteration 25Q: 3 clusters Score -219197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -219199.531250 Penalty: 2466.698486
	Iteration 26Q: 3 clusters Score -219199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -219200.796875 Penalty: 2466.698486
	Iteration 27Q: 3 clusters Score -219200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -219203.859375 Penalty: 2466.698486
	Iteration 28Q: 3 clusters Score -219203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219204.593750 Penalty: 2466.698486
	Iteration 29Q: 3 clusters Score -219204.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219204.593750 Penalty: 2466.698486
	Iteration 30F: 3 clusters Score -219204.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -21257.271484 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -21257.27 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 156 members 
Entering Unmasked Estep 
Score: -20619.890625 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -20619.89 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21038.472656 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -21038.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21155.388672 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -21155.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21224.052734 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -21224.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21284.912109 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -21284.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21292.958984 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -21292.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21312.212891 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -21312.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21335.570312 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -21335.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21338.361328 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -21338.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21338.361328 Penalty: 1864.385986
	Iteration 9F: 3 clusters Score -21338.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 96340 members 
Mstep: Class 4 contains 89202 members 
Mstep: Class 5 contains 94388 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26207 members 
Mstep: Class 11 contains 99389 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10727 members 
Mstep: Class 14 contains 8704 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 97272 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 80649 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 112 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 54988 members 
Mstep: Class 24 contains 29306 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 9068 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 198 members 
Entering Unmasked Estep 
Score: -102232152.000000 Penalty: 70941.500000
Splitting cluster 21 changes total score from -102233664.000000 to -102232152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -311959.812500 Penalty: 1284.754028
	Iteration 0F: 2 clusters Score -311959.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -309463.031250 Penalty: 2569.508057
	Iteration 0F: 3 clusters Score -309463 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -310166.031250 Penalty: 2569.508057
	Iteration 1F: 3 clusters Score -310166 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -310411.593750 Penalty: 2569.508057
	Iteration 2F: 3 clusters Score -310411.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -310618.968750 Penalty: 2569.508057
	Iteration 3F: 3 clusters Score -310619 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -310800.093750 Penalty: 2569.508057
	Iteration 4F: 3 clusters Score -310800.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -310928.375000 Penalty: 2569.508057
	Iteration 5F: 3 clusters Score -310928.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -311000.406250 Penalty: 2569.508057
	Iteration 6Q: 3 clusters Score -311000.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -311037.625000 Penalty: 2569.508057
	Iteration 7Q: 3 clusters Score -311037.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -311057.750000 Penalty: 2569.508057
	Iteration 8Q: 3 clusters Score -311057.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -311076.437500 Penalty: 2569.508057
	Iteration 9Q: 3 clusters Score -311076.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -311091.625000 Penalty: 2569.508057
	Iteration 10Q: 3 clusters Score -311091.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -311100.968750 Penalty: 2569.508057
	Iteration 11Q: 3 clusters Score -311101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -311109.812500 Penalty: 2569.508057
	Iteration 12Q: 3 clusters Score -311109.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -311117.593750 Penalty: 2569.508057
	Iteration 13Q: 3 clusters Score -311117.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -311120.875000 Penalty: 2569.508057
	Iteration 14Q: 3 clusters Score -311120.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -311124.937500 Penalty: 2569.508057
	Iteration 15Q: 3 clusters Score -311124.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -311128.812500 Penalty: 2569.508057
	Iteration 16Q: 3 clusters Score -311128.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -311130.187500 Penalty: 2569.508057
	Iteration 17Q: 3 clusters Score -311130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -311134.062500 Penalty: 2569.508057
	Iteration 18Q: 3 clusters Score -311134.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -311140.281250 Penalty: 2569.508057
	Iteration 19Q: 3 clusters Score -311140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -311142.843750 Penalty: 2569.508057
	Iteration 20F: 3 clusters Score -311142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -311144.500000 Penalty: 2569.508057
	Iteration 21Q: 3 clusters Score -311144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -311145.218750 Penalty: 2569.508057
	Iteration 22Q: 3 clusters Score -311145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -311144.937500 Penalty: 2569.508057
	Iteration 23Q: 3 clusters Score -311144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -311144.937500 Penalty: 2569.508057
	Iteration 24F: 3 clusters Score -311144.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (54988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Entering Unmasked Estep 
Score: -6783101.000000 Penalty: 1773.666382
	Iteration 0F: 2 clusters Score -6783101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -6746433.000000 Penalty: 3547.332764
	Iteration 0F: 3 clusters Score -6746433 nChanged 25881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -6761271.000000 Penalty: 3547.332764
	Iteration 1F: 3 clusters Score -6761271 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -6761748.000000 Penalty: 3547.332764
	Iteration 2Q: 3 clusters Score -6761748 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -6762413.000000 Penalty: 3547.332764
	Iteration 3Q: 3 clusters Score -6762413 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -6763284.500000 Penalty: 3547.332764
	Iteration 4Q: 3 clusters Score -6763284 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -6764488.000000 Penalty: 3547.332764
	Iteration 5Q: 3 clusters Score -6764488 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -6766082.500000 Penalty: 3547.332764
	Iteration 6Q: 3 clusters Score -6766082 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -6768198.500000 Penalty: 3547.332764
	Iteration 7F: 3 clusters Score -6768198 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -6770535.000000 Penalty: 3547.332764
	Iteration 8F: 3 clusters Score -6770535 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -6772351.000000 Penalty: 3547.332764
	Iteration 9F: 3 clusters Score -6772351 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -6773403.500000 Penalty: 3547.332764
	Iteration 10Q: 3 clusters Score -6773404 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -6773922.000000 Penalty: 3547.332764
	Iteration 11Q: 3 clusters Score -6773922 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -6774218.000000 Penalty: 3547.332764
	Iteration 12Q: 3 clusters Score -6774218 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -6774561.500000 Penalty: 3547.332764
	Iteration 13Q: 3 clusters Score -6774562 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -6774901.000000 Penalty: 3547.332764
	Iteration 14Q: 3 clusters Score -6774901 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -6775272.500000 Penalty: 3547.332764
	Iteration 15Q: 3 clusters Score -6775272 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -6775698.000000 Penalty: 3547.332764
	Iteration 16Q: 3 clusters Score -6775698 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -6776202.500000 Penalty: 3547.332764
	Iteration 17Q: 3 clusters Score -6776202 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -6776638.000000 Penalty: 3547.332764
	Iteration 18Q: 3 clusters Score -6776638 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -6777083.500000 Penalty: 3547.332764
	Iteration 19Q: 3 clusters Score -6777084 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -6777455.000000 Penalty: 3547.332764
	Iteration 20F: 3 clusters Score -6777455 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -6777791.500000 Penalty: 3547.332764
	Iteration 21Q: 3 clusters Score -6777792 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -6778091.500000 Penalty: 3547.332764
	Iteration 22Q: 3 clusters Score -6778092 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -6778357.000000 Penalty: 3547.332764
	Iteration 23Q: 3 clusters Score -6778357 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -6778549.000000 Penalty: 3547.332764
	Iteration 24Q: 3 clusters Score -6778549 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -6778728.500000 Penalty: 3547.332764
	Iteration 25Q: 3 clusters Score -6778728 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -6778853.500000 Penalty: 3547.332764
	Iteration 26Q: 3 clusters Score -6778854 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -6778984.000000 Penalty: 3547.332764
	Iteration 27Q: 3 clusters Score -6778984 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -6779091.500000 Penalty: 3547.332764
	Iteration 28Q: 3 clusters Score -6779092 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -6779201.500000 Penalty: 3547.332764
	Iteration 29Q: 3 clusters Score -6779202 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -6779288.500000 Penalty: 3547.332764
	Iteration 30Q: 3 clusters Score -6779288 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -6779373.000000 Penalty: 3547.332764
	Iteration 31Q: 3 clusters Score -6779373 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -6779489.500000 Penalty: 3547.332764
	Iteration 32Q: 3 clusters Score -6779490 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -6779608.000000 Penalty: 3547.332764
	Iteration 33Q: 3 clusters Score -6779608 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -6779723.500000 Penalty: 3547.332764
	Iteration 34Q: 3 clusters Score -6779724 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -6779819.500000 Penalty: 3547.332764
	Iteration 35Q: 3 clusters Score -6779820 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -6779920.000000 Penalty: 3547.332764
	Iteration 36Q: 3 clusters Score -6779920 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -6780044.000000 Penalty: 3547.332764
	Iteration 37Q: 3 clusters Score -6780044 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -6780168.000000 Penalty: 3547.332764
	Iteration 38Q: 3 clusters Score -6780168 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -6780257.500000 Penalty: 3547.332764
	Iteration 39Q: 3 clusters Score -6780258 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -6780402.000000 Penalty: 3547.332764
	Iteration 40F: 3 clusters Score -6780402 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -6780499.000000 Penalty: 3547.332764
	Iteration 41Q: 3 clusters Score -6780499 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6780634.000000 Penalty: 3547.332764
	Iteration 42Q: 3 clusters Score -6780634 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -6780711.000000 Penalty: 3547.332764
	Iteration 43Q: 3 clusters Score -6780711 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -6780818.500000 Penalty: 3547.332764
	Iteration 44Q: 3 clusters Score -6780818 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -6780901.500000 Penalty: 3547.332764
	Iteration 45Q: 3 clusters Score -6780902 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6781006.000000 Penalty: 3547.332764
	Iteration 46Q: 3 clusters Score -6781006 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6781079.500000 Penalty: 3547.332764
	Iteration 47Q: 3 clusters Score -6781080 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6781175.000000 Penalty: 3547.332764
	Iteration 48Q: 3 clusters Score -6781175 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6781229.000000 Penalty: 3547.332764
	Iteration 49Q: 3 clusters Score -6781229 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6781283.500000 Penalty: 3547.332764
	Iteration 50Q: 3 clusters Score -6781284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6781327.500000 Penalty: 3547.332764
	Iteration 51Q: 3 clusters Score -6781328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6781411.500000 Penalty: 3547.332764
	Iteration 52Q: 3 clusters Score -6781412 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6781448.000000 Penalty: 3547.332764
	Iteration 53Q: 3 clusters Score -6781448 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6781488.000000 Penalty: 3547.332764
	Iteration 54Q: 3 clusters Score -6781488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6781509.500000 Penalty: 3547.332764
	Iteration 55Q: 3 clusters Score -6781510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6781538.000000 Penalty: 3547.332764
	Iteration 56Q: 3 clusters Score -6781538 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6781554.500000 Penalty: 3547.332764
	Iteration 57Q: 3 clusters Score -6781554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6781561.500000 Penalty: 3547.332764
	Iteration 58Q: 3 clusters Score -6781562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6781599.500000 Penalty: 3547.332764
	Iteration 59Q: 3 clusters Score -6781600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6781606.500000 Penalty: 3547.332764
	Iteration 60F: 3 clusters Score -6781606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6781607.500000 Penalty: 3547.332764
	Iteration 61Q: 3 clusters Score -6781608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6781614.500000 Penalty: 3547.332764
	Iteration 62Q: 3 clusters Score -6781614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6781612.000000 Penalty: 3547.332764
	Iteration 63Q: 3 clusters Score -6781612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6781612.500000 Penalty: 3547.332764
	Iteration 64Q: 3 clusters Score -6781612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6781617.000000 Penalty: 3547.332764
	Iteration 65Q: 3 clusters Score -6781617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6781612.000000 Penalty: 3547.332764
	Iteration 66Q: 3 clusters Score -6781612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6781602.000000 Penalty: 3547.332764
	Iteration 67Q: 3 clusters Score -6781602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6781606.500000 Penalty: 3547.332764
	Iteration 68Q: 3 clusters Score -6781606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6781605.000000 Penalty: 3547.332764
	Iteration 69Q: 3 clusters Score -6781605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6781610.500000 Penalty: 3547.332764
	Iteration 70Q: 3 clusters Score -6781610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6781612.000000 Penalty: 3547.332764
	Iteration 71Q: 3 clusters Score -6781612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6781618.000000 Penalty: 3547.332764
	Iteration 72Q: 3 clusters Score -6781618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6781613.000000 Penalty: 3547.332764
	Iteration 73Q: 3 clusters Score -6781613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6781617.000000 Penalty: 3547.332764
	Iteration 74Q: 3 clusters Score -6781617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6781623.000000 Penalty: 3547.332764
	Iteration 75Q: 3 clusters Score -6781623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6781620.000000 Penalty: 3547.332764
	Iteration 76Q: 3 clusters Score -6781620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6781620.000000 Penalty: 3547.332764
	Iteration 77F: 3 clusters Score -6781620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Entering Unmasked Estep 
Score: -3539111.250000 Penalty: 1671.401489
	Iteration 0F: 2 clusters Score -3539111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3519395.750000 Penalty: 3342.802979
	Iteration 0F: 3 clusters Score -3519396 nChanged 13363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3526550.750000 Penalty: 3342.802979
	Iteration 1F: 3 clusters Score -3526551 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3526931.750000 Penalty: 3342.802979
	Iteration 2Q: 3 clusters Score -3526932 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3527301.250000 Penalty: 3342.802979
	Iteration 3Q: 3 clusters Score -3527301 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3527682.000000 Penalty: 3342.802979
	Iteration 4Q: 3 clusters Score -3527682 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3528160.750000 Penalty: 3342.802979
	Iteration 5Q: 3 clusters Score -3528161 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3528690.500000 Penalty: 3342.802979
	Iteration 6Q: 3 clusters Score -3528690 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3529455.000000 Penalty: 3342.802979
	Iteration 7Q: 3 clusters Score -3529455 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3530398.500000 Penalty: 3342.802979
	Iteration 8F: 3 clusters Score -3530398 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3531553.750000 Penalty: 3342.802979
	Iteration 9F: 3 clusters Score -3531554 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3532617.000000 Penalty: 3342.802979
	Iteration 10F: 3 clusters Score -3532617 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3533487.750000 Penalty: 3342.802979
	Iteration 11F: 3 clusters Score -3533488 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3534081.000000 Penalty: 3342.802979
	Iteration 12Q: 3 clusters Score -3534081 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3534512.250000 Penalty: 3342.802979
	Iteration 13Q: 3 clusters Score -3534512 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3534845.750000 Penalty: 3342.802979
	Iteration 14Q: 3 clusters Score -3534846 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3535105.500000 Penalty: 3342.802979
	Iteration 15Q: 3 clusters Score -3535106 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3535323.000000 Penalty: 3342.802979
	Iteration 16Q: 3 clusters Score -3535323 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3535454.750000 Penalty: 3342.802979
	Iteration 17Q: 3 clusters Score -3535455 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3535576.750000 Penalty: 3342.802979
	Iteration 18Q: 3 clusters Score -3535577 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3535692.000000 Penalty: 3342.802979
	Iteration 19Q: 3 clusters Score -3535692 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3535772.000000 Penalty: 3342.802979
	Iteration 20F: 3 clusters Score -3535772 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3535881.250000 Penalty: 3342.802979
	Iteration 21Q: 3 clusters Score -3535881 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3535966.250000 Penalty: 3342.802979
	Iteration 22Q: 3 clusters Score -3535966 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3536054.500000 Penalty: 3342.802979
	Iteration 23Q: 3 clusters Score -3536054 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3536122.750000 Penalty: 3342.802979
	Iteration 24Q: 3 clusters Score -3536123 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3536192.750000 Penalty: 3342.802979
	Iteration 25Q: 3 clusters Score -3536193 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3536271.750000 Penalty: 3342.802979
	Iteration 26Q: 3 clusters Score -3536272 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3536341.750000 Penalty: 3342.802979
	Iteration 27Q: 3 clusters Score -3536342 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3536406.250000 Penalty: 3342.802979
	Iteration 28Q: 3 clusters Score -3536406 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3536476.500000 Penalty: 3342.802979
	Iteration 29Q: 3 clusters Score -3536476 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3536580.250000 Penalty: 3342.802979
	Iteration 30Q: 3 clusters Score -3536580 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3536697.500000 Penalty: 3342.802979
	Iteration 31Q: 3 clusters Score -3536698 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3536838.500000 Penalty: 3342.802979
	Iteration 32Q: 3 clusters Score -3536838 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3537047.250000 Penalty: 3342.802979
	Iteration 33Q: 3 clusters Score -3537047 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -3537278.000000 Penalty: 3342.802979
	Iteration 34Q: 3 clusters Score -3537278 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3537499.500000 Penalty: 3342.802979
	Iteration 35Q: 3 clusters Score -3537500 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3537690.750000 Penalty: 3342.802979
	Iteration 36Q: 3 clusters Score -3537691 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3537841.750000 Penalty: 3342.802979
	Iteration 37Q: 3 clusters Score -3537842 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3537972.000000 Penalty: 3342.802979
	Iteration 38Q: 3 clusters Score -3537972 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3538067.000000 Penalty: 3342.802979
	Iteration 39Q: 3 clusters Score -3538067 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3538151.250000 Penalty: 3342.802979
	Iteration 40F: 3 clusters Score -3538151 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3538205.500000 Penalty: 3342.802979
	Iteration 41Q: 3 clusters Score -3538206 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3538262.250000 Penalty: 3342.802979
	Iteration 42Q: 3 clusters Score -3538262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3538292.500000 Penalty: 3342.802979
	Iteration 43Q: 3 clusters Score -3538292 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3538322.250000 Penalty: 3342.802979
	Iteration 44Q: 3 clusters Score -3538322 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3538347.500000 Penalty: 3342.802979
	Iteration 45Q: 3 clusters Score -3538348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3538364.250000 Penalty: 3342.802979
	Iteration 46Q: 3 clusters Score -3538364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3538378.000000 Penalty: 3342.802979
	Iteration 47Q: 3 clusters Score -3538378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3538398.500000 Penalty: 3342.802979
	Iteration 48Q: 3 clusters Score -3538398 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3538399.500000 Penalty: 3342.802979
	Iteration 49Q: 3 clusters Score -3538400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3538410.250000 Penalty: 3342.802979
	Iteration 50Q: 3 clusters Score -3538410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3538418.500000 Penalty: 3342.802979
	Iteration 51Q: 3 clusters Score -3538418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3538424.750000 Penalty: 3342.802979
	Iteration 52Q: 3 clusters Score -3538425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3538425.250000 Penalty: 3342.802979
	Iteration 53Q: 3 clusters Score -3538425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3538421.750000 Penalty: 3342.802979
	Iteration 54Q: 3 clusters Score -3538422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3538435.500000 Penalty: 3342.802979
	Iteration 55Q: 3 clusters Score -3538436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3538439.500000 Penalty: 3342.802979
	Iteration 56Q: 3 clusters Score -3538440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3538446.500000 Penalty: 3342.802979
	Iteration 57Q: 3 clusters Score -3538446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3538447.250000 Penalty: 3342.802979
	Iteration 58Q: 3 clusters Score -3538447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3538451.750000 Penalty: 3342.802979
	Iteration 59Q: 3 clusters Score -3538452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3538459.000000 Penalty: 3342.802979
	Iteration 60F: 3 clusters Score -3538459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3538462.500000 Penalty: 3342.802979
	Iteration 61Q: 3 clusters Score -3538462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3538471.000000 Penalty: 3342.802979
	Iteration 62Q: 3 clusters Score -3538471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3538478.250000 Penalty: 3342.802979
	Iteration 63Q: 3 clusters Score -3538478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3538483.000000 Penalty: 3342.802979
	Iteration 64Q: 3 clusters Score -3538483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3538481.500000 Penalty: 3342.802979
	Iteration 65Q: 3 clusters Score -3538482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3538476.000000 Penalty: 3342.802979
	Iteration 66Q: 3 clusters Score -3538476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3538480.250000 Penalty: 3342.802979
	Iteration 67Q: 3 clusters Score -3538480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3538473.750000 Penalty: 3342.802979
	Iteration 68Q: 3 clusters Score -3538474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3538478.250000 Penalty: 3342.802979
	Iteration 69Q: 3 clusters Score -3538478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3538477.750000 Penalty: 3342.802979
	Iteration 70Q: 3 clusters Score -3538478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3538480.750000 Penalty: 3342.802979
	Iteration 71Q: 3 clusters Score -3538481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3538484.000000 Penalty: 3342.802979
	Iteration 72Q: 3 clusters Score -3538484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3538487.500000 Penalty: 3342.802979
	Iteration 73Q: 3 clusters Score -3538488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3538496.250000 Penalty: 3342.802979
	Iteration 74Q: 3 clusters Score -3538496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3538504.750000 Penalty: 3342.802979
	Iteration 75Q: 3 clusters Score -3538505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3538501.000000 Penalty: 3342.802979
	Iteration 76Q: 3 clusters Score -3538501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3538506.500000 Penalty: 3342.802979
	Iteration 77Q: 3 clusters Score -3538506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3538498.500000 Penalty: 3342.802979
	Iteration 78Q: 3 clusters Score -3538498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3538504.000000 Penalty: 3342.802979
	Iteration 79Q: 3 clusters Score -3538504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3538513.250000 Penalty: 3342.802979
	Iteration 80F: 3 clusters Score -3538513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3538517.000000 Penalty: 3342.802979
	Iteration 81Q: 3 clusters Score -3538517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3538508.000000 Penalty: 3342.802979
	Iteration 82Q: 3 clusters Score -3538508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3538514.000000 Penalty: 3342.802979
	Iteration 83Q: 3 clusters Score -3538514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3538514.750000 Penalty: 3342.802979
	Iteration 84Q: 3 clusters Score -3538515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3538517.000000 Penalty: 3342.802979
	Iteration 85Q: 3 clusters Score -3538517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3538519.250000 Penalty: 3342.802979
	Iteration 86Q: 3 clusters Score -3538519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3538520.250000 Penalty: 3342.802979
	Iteration 87Q: 3 clusters Score -3538520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3538515.500000 Penalty: 3342.802979
	Iteration 88Q: 3 clusters Score -3538516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3538516.500000 Penalty: 3342.802979
	Iteration 89Q: 3 clusters Score -3538516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3538521.500000 Penalty: 3342.802979
	Iteration 90Q: 3 clusters Score -3538522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3538520.000000 Penalty: 3342.802979
	Iteration 91Q: 3 clusters Score -3538520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3538519.250000 Penalty: 3342.802979
	Iteration 92Q: 3 clusters Score -3538519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3538507.750000 Penalty: 3342.802979
	Iteration 93Q: 3 clusters Score -3538508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3538514.500000 Penalty: 3342.802979
	Iteration 94Q: 3 clusters Score -3538514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3538523.250000 Penalty: 3342.802979
	Iteration 95Q: 3 clusters Score -3538523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3538521.500000 Penalty: 3342.802979
	Iteration 96Q: 3 clusters Score -3538522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3538519.750000 Penalty: 3342.802979
	Iteration 97Q: 3 clusters Score -3538520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3538518.250000 Penalty: 3342.802979
	Iteration 98Q: 3 clusters Score -3538518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3538522.500000 Penalty: 3342.802979
	Iteration 99Q: 3 clusters Score -3538522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3538520.750000 Penalty: 3342.802979
	Iteration 100F: 3 clusters Score -3538521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3538525.250000 Penalty: 3342.802979
	Iteration 101Q: 3 clusters Score -3538525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3538522.000000 Penalty: 3342.802979
	Iteration 102Q: 3 clusters Score -3538522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3538521.750000 Penalty: 3342.802979
	Iteration 103Q: 3 clusters Score -3538522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3538524.500000 Penalty: 3342.802979
	Iteration 104Q: 3 clusters Score -3538524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3538524.500000 Penalty: 3342.802979
	Iteration 105F: 3 clusters Score -3538524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Entering Unmasked Estep 
Score: -590390.750000 Penalty: 1380.794067
	Iteration 0F: 2 clusters Score -590390.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -586459.875000 Penalty: 2761.588135
	Iteration 0F: 3 clusters Score -586459.9 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -587597.437500 Penalty: 2761.588135
	Iteration 1F: 3 clusters Score -587597.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -587780.250000 Penalty: 2761.588135
	Iteration 2F: 3 clusters Score -587780.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -587938.937500 Penalty: 2761.588135
	Iteration 3F: 3 clusters Score -587938.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -588109.875000 Penalty: 2761.588135
	Iteration 4F: 3 clusters Score -588109.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -588308.125000 Penalty: 2761.588135
	Iteration 5Q: 3 clusters Score -588308.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -588542.437500 Penalty: 2761.588135
	Iteration 6F: 3 clusters Score -588542.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -588762.062500 Penalty: 2761.588135
	Iteration 7F: 3 clusters Score -588762.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -588942.625000 Penalty: 2761.588135
	Iteration 8Q: 3 clusters Score -588942.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -589099.437500 Penalty: 2761.588135
	Iteration 9Q: 3 clusters Score -589099.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -589204.500000 Penalty: 2761.588135
	Iteration 10Q: 3 clusters Score -589204.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -589272.000000 Penalty: 2761.588135
	Iteration 11Q: 3 clusters Score -589272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -589345.187500 Penalty: 2761.588135
	Iteration 12Q: 3 clusters Score -589345.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -589385.875000 Penalty: 2761.588135
	Iteration 13Q: 3 clusters Score -589385.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -589407.125000 Penalty: 2761.588135
	Iteration 14Q: 3 clusters Score -589407.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -589421.125000 Penalty: 2761.588135
	Iteration 15Q: 3 clusters Score -589421.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -589431.875000 Penalty: 2761.588135
	Iteration 16Q: 3 clusters Score -589431.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -589437.000000 Penalty: 2761.588135
	Iteration 17Q: 3 clusters Score -589437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -589437.625000 Penalty: 2761.588135
	Iteration 18Q: 3 clusters Score -589437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -589438.750000 Penalty: 2761.588135
	Iteration 19Q: 3 clusters Score -589438.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -589442.812500 Penalty: 2761.588135
	Iteration 20F: 3 clusters Score -589442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -589444.687500 Penalty: 2761.588135
	Iteration 21Q: 3 clusters Score -589444.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -589445.500000 Penalty: 2761.588135
	Iteration 22Q: 3 clusters Score -589445.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -589446.562500 Penalty: 2761.588135
	Iteration 23Q: 3 clusters Score -589446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -589446.437500 Penalty: 2761.588135
	Iteration 24Q: 3 clusters Score -589446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -589448.312500 Penalty: 2761.588135
	Iteration 25Q: 3 clusters Score -589448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -589448.187500 Penalty: 2761.588135
	Iteration 26Q: 3 clusters Score -589448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -589448.187500 Penalty: 2761.588135
	Iteration 27F: 3 clusters Score -589448.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -307231.937500 Penalty: 1277.718384
	Iteration 0F: 2 clusters Score -307231.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -304799.406250 Penalty: 2555.436768
	Iteration 0F: 3 clusters Score -304799.4 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -305433.375000 Penalty: 2555.436768
	Iteration 1F: 3 clusters Score -305433.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -305590.312500 Penalty: 2555.436768
	Iteration 2F: 3 clusters Score -305590.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -305686.968750 Penalty: 2555.436768
	Iteration 3F: 3 clusters Score -305687 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -305765.125000 Penalty: 2555.436768
	Iteration 4Q: 3 clusters Score -305765.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -305837.375000 Penalty: 2555.436768
	Iteration 5Q: 3 clusters Score -305837.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -305904.937500 Penalty: 2555.436768
	Iteration 6Q: 3 clusters Score -305904.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -305968.406250 Penalty: 2555.436768
	Iteration 7Q: 3 clusters Score -305968.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -306027.875000 Penalty: 2555.436768
	Iteration 8Q: 3 clusters Score -306027.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -306101.468750 Penalty: 2555.436768
	Iteration 9Q: 3 clusters Score -306101.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -306180.843750 Penalty: 2555.436768
	Iteration 10Q: 3 clusters Score -306180.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -306249.281250 Penalty: 2555.436768
	Iteration 11Q: 3 clusters Score -306249.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -306305.218750 Penalty: 2555.436768
	Iteration 12Q: 3 clusters Score -306305.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -306342.812500 Penalty: 2555.436768
	Iteration 13Q: 3 clusters Score -306342.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -306381.937500 Penalty: 2555.436768
	Iteration 14Q: 3 clusters Score -306381.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -306417.062500 Penalty: 2555.436768
	Iteration 15Q: 3 clusters Score -306417.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -306439.625000 Penalty: 2555.436768
	Iteration 16Q: 3 clusters Score -306439.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -306450.750000 Penalty: 2555.436768
	Iteration 17Q: 3 clusters Score -306450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -306458.812500 Penalty: 2555.436768
	Iteration 18Q: 3 clusters Score -306458.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -306465.656250 Penalty: 2555.436768
	Iteration 19Q: 3 clusters Score -306465.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -306473.156250 Penalty: 2555.436768
	Iteration 20F: 3 clusters Score -306473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -306476.937500 Penalty: 2555.436768
	Iteration 21Q: 3 clusters Score -306476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -306479.343750 Penalty: 2555.436768
	Iteration 22Q: 3 clusters Score -306479.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -306481.187500 Penalty: 2555.436768
	Iteration 23Q: 3 clusters Score -306481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -306481.187500 Penalty: 2555.436768
	Iteration 24F: 3 clusters Score -306481.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Entering Unmasked Estep 
Score: -769081.875000 Penalty: 1423.190918
	Iteration 0F: 2 clusters Score -769081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -764267.437500 Penalty: 2846.381836
	Iteration 0F: 3 clusters Score -764267.4 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -765754.625000 Penalty: 2846.381836
	Iteration 1F: 3 clusters Score -765754.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -766020.625000 Penalty: 2846.381836
	Iteration 2F: 3 clusters Score -766020.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -766238.000000 Penalty: 2846.381836
	Iteration 3F: 3 clusters Score -766238 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -766432.687500 Penalty: 2846.381836
	Iteration 4F: 3 clusters Score -766432.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -766651.937500 Penalty: 2846.381836
	Iteration 5F: 3 clusters Score -766651.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -766891.875000 Penalty: 2846.381836
	Iteration 6F: 3 clusters Score -766891.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -767157.875000 Penalty: 2846.381836
	Iteration 7F: 3 clusters Score -767157.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -767376.125000 Penalty: 2846.381836
	Iteration 8Q: 3 clusters Score -767376.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -767555.750000 Penalty: 2846.381836
	Iteration 9Q: 3 clusters Score -767555.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -767714.875000 Penalty: 2846.381836
	Iteration 10Q: 3 clusters Score -767714.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -767854.625000 Penalty: 2846.381836
	Iteration 11Q: 3 clusters Score -767854.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -767922.312500 Penalty: 2846.381836
	Iteration 12Q: 3 clusters Score -767922.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -767963.562500 Penalty: 2846.381836
	Iteration 13Q: 3 clusters Score -767963.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -767992.562500 Penalty: 2846.381836
	Iteration 14Q: 3 clusters Score -767992.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -768013.625000 Penalty: 2846.381836
	Iteration 15Q: 3 clusters Score -768013.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -768025.437500 Penalty: 2846.381836
	Iteration 16Q: 3 clusters Score -768025.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -768033.625000 Penalty: 2846.381836
	Iteration 17Q: 3 clusters Score -768033.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -768040.562500 Penalty: 2846.381836
	Iteration 18Q: 3 clusters Score -768040.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -768050.625000 Penalty: 2846.381836
	Iteration 19Q: 3 clusters Score -768050.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -768062.437500 Penalty: 2846.381836
	Iteration 20F: 3 clusters Score -768062.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -768068.187500 Penalty: 2846.381836
	Iteration 21Q: 3 clusters Score -768068.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -768074.500000 Penalty: 2846.381836
	Iteration 22Q: 3 clusters Score -768074.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -768082.250000 Penalty: 2846.381836
	Iteration 23Q: 3 clusters Score -768082.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -768093.437500 Penalty: 2846.381836
	Iteration 24Q: 3 clusters Score -768093.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -768098.500000 Penalty: 2846.381836
	Iteration 25Q: 3 clusters Score -768098.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -768104.937500 Penalty: 2846.381836
	Iteration 26Q: 3 clusters Score -768104.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -768111.250000 Penalty: 2846.381836
	Iteration 27Q: 3 clusters Score -768111.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -768114.875000 Penalty: 2846.381836
	Iteration 28Q: 3 clusters Score -768114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -768119.125000 Penalty: 2846.381836
	Iteration 29Q: 3 clusters Score -768119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -768123.000000 Penalty: 2846.381836
	Iteration 30Q: 3 clusters Score -768123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -768124.375000 Penalty: 2846.381836
	Iteration 31Q: 3 clusters Score -768124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -768127.812500 Penalty: 2846.381836
	Iteration 32Q: 3 clusters Score -768127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -768127.875000 Penalty: 2846.381836
	Iteration 33Q: 3 clusters Score -768127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -768127.875000 Penalty: 2846.381836
	Iteration 34F: 3 clusters Score -768127.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Entering Unmasked Estep 
Score: -1109255.750000 Penalty: 1480.782349
	Iteration 0F: 2 clusters Score -1109256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1102606.125000 Penalty: 2961.564697
	Iteration 0F: 3 clusters Score -1102606 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1104729.125000 Penalty: 2961.564697
	Iteration 1F: 3 clusters Score -1104729 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1104941.000000 Penalty: 2961.564697
	Iteration 2F: 3 clusters Score -1104941 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1105097.125000 Penalty: 2961.564697
	Iteration 3Q: 3 clusters Score -1105097 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1105214.625000 Penalty: 2961.564697
	Iteration 4Q: 3 clusters Score -1105215 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1105321.500000 Penalty: 2961.564697
	Iteration 5Q: 3 clusters Score -1105322 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1105428.250000 Penalty: 2961.564697
	Iteration 6Q: 3 clusters Score -1105428 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1105542.500000 Penalty: 2961.564697
	Iteration 7Q: 3 clusters Score -1105542 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1105648.250000 Penalty: 2961.564697
	Iteration 8Q: 3 clusters Score -1105648 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1105742.000000 Penalty: 2961.564697
	Iteration 9Q: 3 clusters Score -1105742 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1105843.750000 Penalty: 2961.564697
	Iteration 10Q: 3 clusters Score -1105844 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1105942.000000 Penalty: 2961.564697
	Iteration 11Q: 3 clusters Score -1105942 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1106048.375000 Penalty: 2961.564697
	Iteration 12Q: 3 clusters Score -1106048 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1106138.250000 Penalty: 2961.564697
	Iteration 13Q: 3 clusters Score -1106138 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1106232.625000 Penalty: 2961.564697
	Iteration 14Q: 3 clusters Score -1106233 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1106323.125000 Penalty: 2961.564697
	Iteration 15Q: 3 clusters Score -1106323 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1106400.750000 Penalty: 2961.564697
	Iteration 16Q: 3 clusters Score -1106401 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1106483.125000 Penalty: 2961.564697
	Iteration 17Q: 3 clusters Score -1106483 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1106577.125000 Penalty: 2961.564697
	Iteration 18Q: 3 clusters Score -1106577 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1106680.750000 Penalty: 2961.564697
	Iteration 19Q: 3 clusters Score -1106681 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1106785.625000 Penalty: 2961.564697
	Iteration 20F: 3 clusters Score -1106786 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1106860.125000 Penalty: 2961.564697
	Iteration 21Q: 3 clusters Score -1106860 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1106939.125000 Penalty: 2961.564697
	Iteration 22Q: 3 clusters Score -1106939 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1107032.000000 Penalty: 2961.564697
	Iteration 23Q: 3 clusters Score -1107032 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1107116.375000 Penalty: 2961.564697
	Iteration 24Q: 3 clusters Score -1107116 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1107188.375000 Penalty: 2961.564697
	Iteration 25Q: 3 clusters Score -1107188 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1107252.500000 Penalty: 2961.564697
	Iteration 26Q: 3 clusters Score -1107252 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1107321.000000 Penalty: 2961.564697
	Iteration 27Q: 3 clusters Score -1107321 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1107376.250000 Penalty: 2961.564697
	Iteration 28Q: 3 clusters Score -1107376 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1107436.500000 Penalty: 2961.564697
	Iteration 29Q: 3 clusters Score -1107436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1107485.125000 Penalty: 2961.564697
	Iteration 30Q: 3 clusters Score -1107485 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1107538.000000 Penalty: 2961.564697
	Iteration 31Q: 3 clusters Score -1107538 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1107583.750000 Penalty: 2961.564697
	Iteration 32Q: 3 clusters Score -1107584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1107634.625000 Penalty: 2961.564697
	Iteration 33Q: 3 clusters Score -1107635 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1107670.250000 Penalty: 2961.564697
	Iteration 34Q: 3 clusters Score -1107670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1107702.250000 Penalty: 2961.564697
	Iteration 35Q: 3 clusters Score -1107702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1107736.375000 Penalty: 2961.564697
	Iteration 36Q: 3 clusters Score -1107736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1107756.875000 Penalty: 2961.564697
	Iteration 37Q: 3 clusters Score -1107757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1107772.750000 Penalty: 2961.564697
	Iteration 38Q: 3 clusters Score -1107773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1107790.750000 Penalty: 2961.564697
	Iteration 39Q: 3 clusters Score -1107791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1107800.875000 Penalty: 2961.564697
	Iteration 40F: 3 clusters Score -1107801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1107812.250000 Penalty: 2961.564697
	Iteration 41Q: 3 clusters Score -1107812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1107824.250000 Penalty: 2961.564697
	Iteration 42Q: 3 clusters Score -1107824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1107832.625000 Penalty: 2961.564697
	Iteration 43Q: 3 clusters Score -1107833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1107840.875000 Penalty: 2961.564697
	Iteration 44Q: 3 clusters Score -1107841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1107849.625000 Penalty: 2961.564697
	Iteration 45Q: 3 clusters Score -1107850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1107853.625000 Penalty: 2961.564697
	Iteration 46Q: 3 clusters Score -1107854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1107862.000000 Penalty: 2961.564697
	Iteration 47Q: 3 clusters Score -1107862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1107868.625000 Penalty: 2961.564697
	Iteration 48Q: 3 clusters Score -1107869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1107875.375000 Penalty: 2961.564697
	Iteration 49Q: 3 clusters Score -1107875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1107879.750000 Penalty: 2961.564697
	Iteration 50Q: 3 clusters Score -1107880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1107888.625000 Penalty: 2961.564697
	Iteration 51Q: 3 clusters Score -1107889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1107903.000000 Penalty: 2961.564697
	Iteration 52Q: 3 clusters Score -1107903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1107916.375000 Penalty: 2961.564697
	Iteration 53Q: 3 clusters Score -1107916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1107931.625000 Penalty: 2961.564697
	Iteration 54Q: 3 clusters Score -1107932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1107950.500000 Penalty: 2961.564697
	Iteration 55Q: 3 clusters Score -1107950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1107965.875000 Penalty: 2961.564697
	Iteration 56Q: 3 clusters Score -1107966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1107974.625000 Penalty: 2961.564697
	Iteration 57Q: 3 clusters Score -1107975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1107988.750000 Penalty: 2961.564697
	Iteration 58Q: 3 clusters Score -1107989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1108004.625000 Penalty: 2961.564697
	Iteration 59Q: 3 clusters Score -1108005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1108015.750000 Penalty: 2961.564697
	Iteration 60F: 3 clusters Score -1108016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1108026.000000 Penalty: 2961.564697
	Iteration 61Q: 3 clusters Score -1108026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1108032.625000 Penalty: 2961.564697
	Iteration 62Q: 3 clusters Score -1108033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1108039.625000 Penalty: 2961.564697
	Iteration 63Q: 3 clusters Score -1108040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1108041.750000 Penalty: 2961.564697
	Iteration 64Q: 3 clusters Score -1108042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1108047.000000 Penalty: 2961.564697
	Iteration 65Q: 3 clusters Score -1108047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1108050.375000 Penalty: 2961.564697
	Iteration 66Q: 3 clusters Score -1108050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1108051.375000 Penalty: 2961.564697
	Iteration 67Q: 3 clusters Score -1108051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1108052.625000 Penalty: 2961.564697
	Iteration 68Q: 3 clusters Score -1108053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1108054.750000 Penalty: 2961.564697
	Iteration 69Q: 3 clusters Score -1108055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1108054.125000 Penalty: 2961.564697
	Iteration 70Q: 3 clusters Score -1108054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1108055.625000 Penalty: 2961.564697
	Iteration 71Q: 3 clusters Score -1108056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1108056.500000 Penalty: 2961.564697
	Iteration 72Q: 3 clusters Score -1108056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1108058.500000 Penalty: 2961.564697
	Iteration 73Q: 3 clusters Score -1108058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1108058.500000 Penalty: 2961.564697
	Iteration 74Q: 3 clusters Score -1108058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1108060.875000 Penalty: 2961.564697
	Iteration 75Q: 3 clusters Score -1108061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1108060.750000 Penalty: 2961.564697
	Iteration 76Q: 3 clusters Score -1108061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1108061.125000 Penalty: 2961.564697
	Iteration 77Q: 3 clusters Score -1108061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1108061.625000 Penalty: 2961.564697
	Iteration 78Q: 3 clusters Score -1108062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1108062.625000 Penalty: 2961.564697
	Iteration 79Q: 3 clusters Score -1108063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1108062.500000 Penalty: 2961.564697
	Iteration 80F: 3 clusters Score -1108062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1108063.000000 Penalty: 2961.564697
	Iteration 81Q: 3 clusters Score -1108063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1108063.375000 Penalty: 2961.564697
	Iteration 82Q: 3 clusters Score -1108063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1108064.625000 Penalty: 2961.564697
	Iteration 83Q: 3 clusters Score -1108065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1108065.000000 Penalty: 2961.564697
	Iteration 84Q: 3 clusters Score -1108065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1108065.750000 Penalty: 2961.564697
	Iteration 85Q: 3 clusters Score -1108066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1108065.750000 Penalty: 2961.564697
	Iteration 86Q: 3 clusters Score -1108066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1108066.875000 Penalty: 2961.564697
	Iteration 87Q: 3 clusters Score -1108067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1108068.125000 Penalty: 2961.564697
	Iteration 88Q: 3 clusters Score -1108068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1108067.750000 Penalty: 2961.564697
	Iteration 89Q: 3 clusters Score -1108068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1108067.750000 Penalty: 2961.564697
	Iteration 90F: 3 clusters Score -1108068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32422.121094 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -32422.12 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 167 members 
Entering Unmasked Estep 
Score: -31604.613281 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -31604.61 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31908.634766 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -31908.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32119.109375 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -32119.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32264.070312 Penalty: 1890.561035
	Iteration 3F: 3 clusters Score -32264.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32329.699219 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -32329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32373.232422 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -32373.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32412.640625 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -32412.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32449.482422 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -32449.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32453.875000 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -32453.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32468.441406 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -32468.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32472.634766 Penalty: 1890.561035
	Iteration 10Q: 3 clusters Score -32472.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32474.013672 Penalty: 1890.561035
	Iteration 11Q: 3 clusters Score -32474.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32475.060547 Penalty: 1890.561035
	Iteration 12Q: 3 clusters Score -32475.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32475.060547 Penalty: 1890.561035
	Iteration 13F: 3 clusters Score -32475.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 96340 members 
Mstep: Class 4 contains 89202 members 
Mstep: Class 5 contains 94388 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26207 members 
Mstep: Class 11 contains 99389 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10727 members 
Mstep: Class 14 contains 8704 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 97272 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 80649 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 54988 members 
Mstep: Class 24 contains 29306 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 9068 members 
Mstep: Class 29 contains 105 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 231 members 
Entering Unmasked Estep 
Score: -102232080.000000 Penalty: 70941.500000
Splitting cluster 29 changes total score from -102233664.000000 to -102232080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -10104.012695 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -10104.01 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 97 members 
Entering Unmasked Estep 
Score: -9477.897461 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -9477.897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9560.934570 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -9560.935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9595.323242 Penalty: 1693.083008
	Iteration 2F: 3 clusters Score -9595.323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9599.858398 Penalty: 1693.083008
	Iteration 3Q: 3 clusters Score -9599.858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9599.858398 Penalty: 1693.083008
	Iteration 4F: 3 clusters Score -9599.858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -52882.988281 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -52882.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52012.730469 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -52012.73 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52551.707031 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -52551.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -52831.316406 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -52831.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52927.574219 Penalty: 2049.539551
	Iteration 3Q: 3 clusters Score -52927.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52971.281250 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -52971.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -53003.085938 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -53003.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53024.816406 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -53024.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53041.921875 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -53041.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53047.121094 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -53047.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53048.355469 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -53048.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53048.355469 Penalty: 2049.539551
	Iteration 10F: 3 clusters Score -53048.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 96340 members 
Mstep: Class 4 contains 89202 members 
Mstep: Class 5 contains 94388 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26207 members 
Mstep: Class 11 contains 99389 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10727 members 
Mstep: Class 14 contains 8704 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 97272 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 80649 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 54988 members 
Mstep: Class 24 contains 29306 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 9068 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 355 members 
Entering Unmasked Estep 
Score: -102232296.000000 Penalty: 70941.500000
Splitting cluster 31 changes total score from -102233664.000000 to -102232296.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 96340 members 
Mstep: Class 4 contains 89202 members 
Mstep: Class 5 contains 94388 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26207 members 
Mstep: Class 11 contains 99389 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10727 members 
Mstep: Class 14 contains 8704 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 97272 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 80649 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 54988 members 
Mstep: Class 24 contains 29306 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 9068 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233408.000000 Penalty: 68724.578125
Iteration 359Q: 32 clusters Score -1.022334e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98243 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 96359 members 
Mstep: Class 4 contains 89275 members 
Mstep: Class 5 contains 94518 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3957 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26135 members 
Mstep: Class 11 contains 99536 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10718 members 
Mstep: Class 14 contains 8705 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 97400 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 80655 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 54558 members 
Mstep: Class 24 contains 29299 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6365 members 
Mstep: Class 28 contains 9071 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232856.000000 Penalty: 68724.578125
Iteration 360F: 32 clusters Score -1.022329e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 96372 members 
Mstep: Class 4 contains 89425 members 
Mstep: Class 5 contains 94674 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3957 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 26052 members 
Mstep: Class 11 contains 99656 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10707 members 
Mstep: Class 14 contains 8712 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 97460 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 80670 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 54135 members 
Mstep: Class 24 contains 29288 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6369 members 
Mstep: Class 28 contains 9075 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232576.000000 Penalty: 68724.578125
Iteration 361Q: 32 clusters Score -1.022326e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 96387 members 
Mstep: Class 4 contains 89521 members 
Mstep: Class 5 contains 94811 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 25965 members 
Mstep: Class 11 contains 99766 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10693 members 
Mstep: Class 14 contains 8712 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 97562 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 80689 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 53746 members 
Mstep: Class 24 contains 29299 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6370 members 
Mstep: Class 28 contains 9073 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232192.000000 Penalty: 68724.578125
Iteration 362Q: 32 clusters Score -1.022322e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 96401 members 
Mstep: Class 4 contains 89668 members 
Mstep: Class 5 contains 94962 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 25873 members 
Mstep: Class 11 contains 99854 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10677 members 
Mstep: Class 14 contains 8706 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 97636 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 18 contains 80688 members 
Mstep: Class 19 contains 5451 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 53354 members 
Mstep: Class 24 contains 29325 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6373 members 
Mstep: Class 28 contains 9078 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231656.000000 Penalty: 68724.578125
Iteration 363Q: 32 clusters Score -1.022317e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 96409 members 
Mstep: Class 4 contains 89798 members 
Mstep: Class 5 contains 95100 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 25774 members 
Mstep: Class 11 contains 99928 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10650 members 
Mstep: Class 14 contains 8711 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 97737 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 80707 members 
Mstep: Class 19 contains 5454 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 52982 members 
Mstep: Class 24 contains 29339 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6373 members 
Mstep: Class 28 contains 9081 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231344.000000 Penalty: 68724.578125
Iteration 364Q: 32 clusters Score -1.022313e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98204 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 96427 members 
Mstep: Class 4 contains 89865 members 
Mstep: Class 5 contains 95223 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 25688 members 
Mstep: Class 11 contains 99995 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10627 members 
Mstep: Class 14 contains 8711 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 97858 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 18 contains 80737 members 
Mstep: Class 19 contains 5454 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2717 members 
Mstep: Class 23 contains 52652 members 
Mstep: Class 24 contains 29351 members 
Mstep: Class 25 contains 4908 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6373 members 
Mstep: Class 28 contains 9082 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230928.000000 Penalty: 68724.578125
Iteration 365Q: 32 clusters Score -1.022309e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98196 members 
Mstep: Class 2 contains 7182 members 
Mstep: Class 3 contains 96436 members 
Mstep: Class 4 contains 89956 members 
Mstep: Class 5 contains 95383 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 25606 members 
Mstep: Class 11 contains 100040 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10607 members 
Mstep: Class 14 contains 8705 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 97948 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 18 contains 80747 members 
Mstep: Class 19 contains 5454 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2720 members 
Mstep: Class 23 contains 52349 members 
Mstep: Class 24 contains 29355 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6374 members 
Mstep: Class 28 contains 9085 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230680.000000 Penalty: 68724.578125
Iteration 366Q: 32 clusters Score -1.022307e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98188 members 
Mstep: Class 2 contains 7183 members 
Mstep: Class 3 contains 96440 members 
Mstep: Class 4 contains 90046 members 
Mstep: Class 5 contains 95536 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 25501 members 
Mstep: Class 11 contains 100083 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10586 members 
Mstep: Class 14 contains 8708 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98025 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 80789 members 
Mstep: Class 19 contains 5456 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2720 members 
Mstep: Class 23 contains 52052 members 
Mstep: Class 24 contains 29365 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6374 members 
Mstep: Class 28 contains 9087 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230280.000000 Penalty: 68724.578125
Iteration 367Q: 32 clusters Score -1.022303e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98172 members 
Mstep: Class 2 contains 7185 members 
Mstep: Class 3 contains 96438 members 
Mstep: Class 4 contains 90145 members 
Mstep: Class 5 contains 95716 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 25396 members 
Mstep: Class 11 contains 100120 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10577 members 
Mstep: Class 14 contains 8703 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98098 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 80824 members 
Mstep: Class 19 contains 5458 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 51748 members 
Mstep: Class 24 contains 29368 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6375 members 
Mstep: Class 28 contains 9092 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230336.000000 Penalty: 68724.578125
Iteration 368Q: 32 clusters Score -1.022303e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 7187 members 
Mstep: Class 3 contains 96434 members 
Mstep: Class 4 contains 90280 members 
Mstep: Class 5 contains 95871 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 25302 members 
Mstep: Class 11 contains 100152 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 8700 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98163 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 80859 members 
Mstep: Class 19 contains 5458 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2719 members 
Mstep: Class 23 contains 51413 members 
Mstep: Class 24 contains 29374 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6376 members 
Mstep: Class 28 contains 9099 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230064.000000 Penalty: 68724.578125
Iteration 369Q: 32 clusters Score -1.022301e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 7190 members 
Mstep: Class 3 contains 96419 members 
Mstep: Class 4 contains 90360 members 
Mstep: Class 5 contains 96034 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 25197 members 
Mstep: Class 11 contains 100210 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10571 members 
Mstep: Class 14 contains 8707 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98229 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 80881 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2719 members 
Mstep: Class 23 contains 51117 members 
Mstep: Class 24 contains 29379 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6376 members 
Mstep: Class 28 contains 9104 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229696.000000 Penalty: 68724.578125
Iteration 370Q: 32 clusters Score -1.022297e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98179 members 
Mstep: Class 2 contains 7193 members 
Mstep: Class 3 contains 96416 members 
Mstep: Class 4 contains 90483 members 
Mstep: Class 5 contains 96196 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 25098 members 
Mstep: Class 11 contains 100241 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10562 members 
Mstep: Class 14 contains 8712 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98265 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 80929 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2721 members 
Mstep: Class 23 contains 50813 members 
Mstep: Class 24 contains 29375 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 2598 members 
Mstep: Class 27 contains 6377 members 
Mstep: Class 28 contains 9106 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229624.000000 Penalty: 68724.578125
Iteration 371Q: 32 clusters Score -1.022296e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 7196 members 
Mstep: Class 3 contains 96422 members 
Mstep: Class 4 contains 90617 members 
Mstep: Class 5 contains 96339 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24993 members 
Mstep: Class 11 contains 100272 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10551 members 
Mstep: Class 14 contains 8718 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98290 members 
Mstep: Class 17 contains 3794 members 
Mstep: Class 18 contains 80990 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2723 members 
Mstep: Class 23 contains 50523 members 
Mstep: Class 24 contains 29375 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 6377 members 
Mstep: Class 28 contains 9108 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229720.000000 Penalty: 68724.578125
Iteration 372Q: 32 clusters Score -1.022297e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 7197 members 
Mstep: Class 3 contains 96415 members 
Mstep: Class 4 contains 90773 members 
Mstep: Class 5 contains 96459 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24894 members 
Mstep: Class 11 contains 100293 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10536 members 
Mstep: Class 14 contains 8723 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98327 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 81044 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2725 members 
Mstep: Class 23 contains 50238 members 
Mstep: Class 24 contains 29376 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 6377 members 
Mstep: Class 28 contains 9111 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229632.000000 Penalty: 68724.578125
Iteration 373Q: 32 clusters Score -1.022296e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 7198 members 
Mstep: Class 3 contains 96413 members 
Mstep: Class 4 contains 90892 members 
Mstep: Class 5 contains 96599 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24807 members 
Mstep: Class 11 contains 100268 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10518 members 
Mstep: Class 14 contains 8726 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98414 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 81069 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2727 members 
Mstep: Class 23 contains 49983 members 
Mstep: Class 24 contains 29369 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 6377 members 
Mstep: Class 28 contains 9116 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229232.000000 Penalty: 68724.578125
Iteration 374Q: 32 clusters Score -1.022292e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98192 members 
Mstep: Class 2 contains 7199 members 
Mstep: Class 3 contains 96411 members 
Mstep: Class 4 contains 90981 members 
Mstep: Class 5 contains 96730 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24724 members 
Mstep: Class 11 contains 100260 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 8731 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98493 members 
Mstep: Class 17 contains 3798 members 
Mstep: Class 18 contains 81090 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2727 members 
Mstep: Class 23 contains 49758 members 
Mstep: Class 24 contains 29373 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 6379 members 
Mstep: Class 28 contains 9120 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229024.000000 Penalty: 68724.578125
Iteration 375Q: 32 clusters Score -1.02229e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98193 members 
Mstep: Class 2 contains 7201 members 
Mstep: Class 3 contains 96415 members 
Mstep: Class 4 contains 91069 members 
Mstep: Class 5 contains 96841 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24647 members 
Mstep: Class 11 contains 100243 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10478 members 
Mstep: Class 14 contains 8731 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98586 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 81111 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 49530 members 
Mstep: Class 24 contains 29380 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 9124 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228992.000000 Penalty: 68724.578125
Iteration 376Q: 32 clusters Score -1.02229e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 7200 members 
Mstep: Class 3 contains 96417 members 
Mstep: Class 4 contains 91213 members 
Mstep: Class 5 contains 96934 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24576 members 
Mstep: Class 11 contains 100215 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10471 members 
Mstep: Class 14 contains 8731 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98654 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 81148 members 
Mstep: Class 19 contains 5464 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 49270 members 
Mstep: Class 24 contains 29391 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 6379 members 
Mstep: Class 28 contains 9125 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228808.000000 Penalty: 68724.578125
Iteration 377Q: 32 clusters Score -1.022288e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98192 members 
Mstep: Class 2 contains 7199 members 
Mstep: Class 3 contains 96422 members 
Mstep: Class 4 contains 91373 members 
Mstep: Class 5 contains 97018 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24523 members 
Mstep: Class 11 contains 100175 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 8736 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98705 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 81202 members 
Mstep: Class 19 contains 5464 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 48999 members 
Mstep: Class 24 contains 29410 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 9125 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228808.000000 Penalty: 68724.578125
Iteration 378Q: 32 clusters Score -1.022288e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 7199 members 
Mstep: Class 3 contains 96425 members 
Mstep: Class 4 contains 91479 members 
Mstep: Class 5 contains 97114 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24479 members 
Mstep: Class 11 contains 100173 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10449 members 
Mstep: Class 14 contains 8736 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98745 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 81267 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 48731 members 
Mstep: Class 24 contains 29424 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 9125 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228648.000000 Penalty: 68724.578125
Iteration 379Q: 32 clusters Score -1.022286e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 7199 members 
Mstep: Class 3 contains 96425 members 
Mstep: Class 4 contains 91576 members 
Mstep: Class 5 contains 97206 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24427 members 
Mstep: Class 11 contains 100178 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10437 members 
Mstep: Class 14 contains 8739 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 98765 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 81353 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 48458 members 
Mstep: Class 24 contains 29449 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2598 members 
Mstep: Class 27 contains 6383 members 
Mstep: Class 28 contains 9127 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228248.000000 Penalty: 68724.578125
Iteration 380F: 32 clusters Score -1.022282e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 7200 members 
Mstep: Class 3 contains 96434 members 
Mstep: Class 4 contains 91699 members 
Mstep: Class 5 contains 97308 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24374 members 
Mstep: Class 11 contains 100177 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10427 members 
Mstep: Class 14 contains 8741 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98769 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 81434 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 48177 members 
Mstep: Class 24 contains 29469 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6383 members 
Mstep: Class 28 contains 9130 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228384.000000 Penalty: 68724.578125
Iteration 381Q: 32 clusters Score -1.022284e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 7200 members 
Mstep: Class 3 contains 96446 members 
Mstep: Class 4 contains 91818 members 
Mstep: Class 5 contains 97407 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24311 members 
Mstep: Class 11 contains 100182 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 8739 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98765 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 81531 members 
Mstep: Class 19 contains 5466 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 47932 members 
Mstep: Class 24 contains 29474 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6385 members 
Mstep: Class 28 contains 9128 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228216.000000 Penalty: 68724.578125
Iteration 382Q: 32 clusters Score -1.022282e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 7201 members 
Mstep: Class 3 contains 96445 members 
Mstep: Class 4 contains 91929 members 
Mstep: Class 5 contains 97532 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24245 members 
Mstep: Class 11 contains 100124 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10406 members 
Mstep: Class 14 contains 8742 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98768 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 81628 members 
Mstep: Class 19 contains 5466 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 47725 members 
Mstep: Class 24 contains 29470 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6384 members 
Mstep: Class 28 contains 9128 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 383Q: 32 clusters Score -1.022281e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98176 members 
Mstep: Class 2 contains 7202 members 
Mstep: Class 3 contains 96447 members 
Mstep: Class 4 contains 92027 members 
Mstep: Class 5 contains 97633 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24183 members 
Mstep: Class 11 contains 100091 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 10392 members 
Mstep: Class 14 contains 8742 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98791 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 81710 members 
Mstep: Class 19 contains 5468 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 47518 members 
Mstep: Class 24 contains 29480 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6383 members 
Mstep: Class 28 contains 9127 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228152.000000 Penalty: 68724.578125
Iteration 384Q: 32 clusters Score -1.022282e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 7203 members 
Mstep: Class 3 contains 96444 members 
Mstep: Class 4 contains 92100 members 
Mstep: Class 5 contains 97725 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24116 members 
Mstep: Class 11 contains 100072 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10376 members 
Mstep: Class 14 contains 8746 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98810 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 81795 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 47333 members 
Mstep: Class 24 contains 29489 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6383 members 
Mstep: Class 28 contains 9127 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228160.000000 Penalty: 68724.578125
Iteration 385Q: 32 clusters Score -1.022282e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98179 members 
Mstep: Class 2 contains 7208 members 
Mstep: Class 3 contains 96435 members 
Mstep: Class 4 contains 92167 members 
Mstep: Class 5 contains 97837 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 24020 members 
Mstep: Class 11 contains 100069 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10371 members 
Mstep: Class 14 contains 8753 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98822 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 81855 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 47174 members 
Mstep: Class 24 contains 29495 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6384 members 
Mstep: Class 28 contains 9129 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227984.000000 Penalty: 68724.578125
Iteration 386Q: 32 clusters Score -1.02228e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 7207 members 
Mstep: Class 3 contains 96428 members 
Mstep: Class 4 contains 92245 members 
Mstep: Class 5 contains 97940 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23938 members 
Mstep: Class 11 contains 100057 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10365 members 
Mstep: Class 14 contains 8757 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98851 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 81914 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 46998 members 
Mstep: Class 24 contains 29501 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6386 members 
Mstep: Class 28 contains 9132 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228064.000000 Penalty: 68724.578125
Iteration 387Q: 32 clusters Score -1.022281e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 7208 members 
Mstep: Class 3 contains 96424 members 
Mstep: Class 4 contains 92287 members 
Mstep: Class 5 contains 98051 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23855 members 
Mstep: Class 11 contains 100019 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10357 members 
Mstep: Class 14 contains 8754 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98899 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 81980 members 
Mstep: Class 19 contains 5471 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 46854 members 
Mstep: Class 24 contains 29508 members 
Mstep: Class 25 contains 4912 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6389 members 
Mstep: Class 28 contains 9130 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228072.000000 Penalty: 68724.578125
Iteration 388Q: 32 clusters Score -1.022281e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 7209 members 
Mstep: Class 3 contains 96416 members 
Mstep: Class 4 contains 92286 members 
Mstep: Class 5 contains 98140 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23773 members 
Mstep: Class 11 contains 99995 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10350 members 
Mstep: Class 14 contains 8757 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98998 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 82044 members 
Mstep: Class 19 contains 5471 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 46713 members 
Mstep: Class 24 contains 29505 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 9129 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228176.000000 Penalty: 68724.578125
Iteration 389Q: 32 clusters Score -1.022282e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 7209 members 
Mstep: Class 3 contains 96417 members 
Mstep: Class 4 contains 92281 members 
Mstep: Class 5 contains 98238 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23703 members 
Mstep: Class 11 contains 99946 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10347 members 
Mstep: Class 14 contains 8756 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 99087 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 82104 members 
Mstep: Class 19 contains 5471 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 46585 members 
Mstep: Class 24 contains 29505 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6397 members 
Mstep: Class 28 contains 9126 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228120.000000 Penalty: 68724.578125
Iteration 390Q: 32 clusters Score -1.022281e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 7210 members 
Mstep: Class 3 contains 96422 members 
Mstep: Class 4 contains 92335 members 
Mstep: Class 5 contains 98306 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23632 members 
Mstep: Class 11 contains 99886 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10340 members 
Mstep: Class 14 contains 8760 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 99147 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 82196 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 46428 members 
Mstep: Class 24 contains 29510 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6400 members 
Mstep: Class 28 contains 9123 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228280.000000 Penalty: 68724.578125
Iteration 391Q: 32 clusters Score -1.022283e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 7210 members 
Mstep: Class 3 contains 96423 members 
Mstep: Class 4 contains 92366 members 
Mstep: Class 5 contains 98361 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23562 members 
Mstep: Class 11 contains 99827 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 8771 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 99185 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 82306 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 46314 members 
Mstep: Class 24 contains 29507 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6402 members 
Mstep: Class 28 contains 9126 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227816.000000 Penalty: 68724.578125
Iteration 392Q: 32 clusters Score -1.022278e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 7210 members 
Mstep: Class 3 contains 96420 members 
Mstep: Class 4 contains 92398 members 
Mstep: Class 5 contains 98435 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23483 members 
Mstep: Class 11 contains 99807 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10323 members 
Mstep: Class 14 contains 8776 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 99203 members 
Mstep: Class 17 contains 3825 members 
Mstep: Class 18 contains 82392 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 46210 members 
Mstep: Class 24 contains 29498 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6402 members 
Mstep: Class 28 contains 9129 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227992.000000 Penalty: 68724.578125
Iteration 393Q: 32 clusters Score -1.02228e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98188 members 
Mstep: Class 2 contains 7210 members 
Mstep: Class 3 contains 96419 members 
Mstep: Class 4 contains 92418 members 
Mstep: Class 5 contains 98513 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23401 members 
Mstep: Class 11 contains 99757 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10310 members 
Mstep: Class 14 contains 8775 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 99243 members 
Mstep: Class 17 contains 3830 members 
Mstep: Class 18 contains 82485 members 
Mstep: Class 19 contains 5471 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 46115 members 
Mstep: Class 24 contains 29501 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2598 members 
Mstep: Class 27 contains 6406 members 
Mstep: Class 28 contains 9125 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228032.000000 Penalty: 68724.578125
Iteration 394Q: 32 clusters Score -1.02228e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 7212 members 
Mstep: Class 3 contains 96411 members 
Mstep: Class 4 contains 92451 members 
Mstep: Class 5 contains 98610 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23335 members 
Mstep: Class 11 contains 99706 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 8773 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 99258 members 
Mstep: Class 17 contains 3830 members 
Mstep: Class 18 contains 82576 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 46012 members 
Mstep: Class 24 contains 29496 members 
Mstep: Class 25 contains 4916 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 6406 members 
Mstep: Class 28 contains 9123 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227856.000000 Penalty: 68724.578125
Iteration 395Q: 32 clusters Score -1.022279e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 96402 members 
Mstep: Class 4 contains 92486 members 
Mstep: Class 5 contains 98664 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23267 members 
Mstep: Class 11 contains 99676 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10294 members 
Mstep: Class 14 contains 8774 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 99284 members 
Mstep: Class 17 contains 3830 members 
Mstep: Class 18 contains 82666 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 45916 members 
Mstep: Class 24 contains 29498 members 
Mstep: Class 25 contains 4916 members 
Mstep: Class 26 contains 2595 members 
Mstep: Class 27 contains 6408 members 
Mstep: Class 28 contains 9124 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227928.000000 Penalty: 68724.578125
Iteration 396Q: 32 clusters Score -1.022279e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 96398 members 
Mstep: Class 4 contains 92497 members 
Mstep: Class 5 contains 98695 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23197 members 
Mstep: Class 11 contains 99666 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10285 members 
Mstep: Class 14 contains 8777 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 99304 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 82756 members 
Mstep: Class 19 contains 5475 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 45845 members 
Mstep: Class 24 contains 29495 members 
Mstep: Class 25 contains 4917 members 
Mstep: Class 26 contains 2595 members 
Mstep: Class 27 contains 6410 members 
Mstep: Class 28 contains 9125 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227912.000000 Penalty: 68724.578125
Iteration 397Q: 32 clusters Score -1.022279e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 96395 members 
Mstep: Class 4 contains 92525 members 
Mstep: Class 5 contains 98723 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23129 members 
Mstep: Class 11 contains 99651 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10271 members 
Mstep: Class 14 contains 8781 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 99287 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 82878 members 
Mstep: Class 19 contains 5479 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 45773 members 
Mstep: Class 24 contains 29497 members 
Mstep: Class 25 contains 4917 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6411 members 
Mstep: Class 28 contains 9123 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227904.000000 Penalty: 68724.578125
Iteration 398Q: 32 clusters Score -1.022279e+08 nChanged 950
Entering ConstructFrom: 
Score: -102227904.000000 Penalty: 68724.578125
Entering ConstructFrom: 
Trying to split cluster 1 (98205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98205 members 
Entering Unmasked Estep 
Score: -12297881.000000 Penalty: 1867.906982
	Iteration 0F: 2 clusters Score -1.229788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -12235972.000000 Penalty: 3735.813965
	Iteration 0F: 3 clusters Score -1.223597e+07 nChanged 47085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -12263263.000000 Penalty: 3735.813965
	Iteration 1F: 3 clusters Score -1.226326e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -12264317.000000 Penalty: 3735.813965
	Iteration 2Q: 3 clusters Score -1.226432e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -12265927.000000 Penalty: 3735.813965
	Iteration 3Q: 3 clusters Score -1.226593e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -12268825.000000 Penalty: 3735.813965
	Iteration 4F: 3 clusters Score -1.226882e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -12273530.000000 Penalty: 3735.813965
	Iteration 5F: 3 clusters Score -1.227353e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -12279819.000000 Penalty: 3735.813965
	Iteration 6F: 3 clusters Score -1.227982e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -12286564.000000 Penalty: 3735.813965
	Iteration 7F: 3 clusters Score -1.228656e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -12291995.000000 Penalty: 3735.813965
	Iteration 8F: 3 clusters Score -1.2292e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -12294123.000000 Penalty: 3735.813965
	Iteration 9Q: 3 clusters Score -1.229412e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -12294921.000000 Penalty: 3735.813965
	Iteration 10Q: 3 clusters Score -1.229492e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -12295335.000000 Penalty: 3735.813965
	Iteration 11Q: 3 clusters Score -1.229534e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -12295641.000000 Penalty: 3735.813965
	Iteration 12Q: 3 clusters Score -1.229564e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -12295887.000000 Penalty: 3735.813965
	Iteration 13Q: 3 clusters Score -1.229589e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -12296144.000000 Penalty: 3735.813965
	Iteration 14Q: 3 clusters Score -1.229614e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -12296503.000000 Penalty: 3735.813965
	Iteration 15Q: 3 clusters Score -1.22965e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -12296914.000000 Penalty: 3735.813965
	Iteration 16Q: 3 clusters Score -1.229691e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -12297278.000000 Penalty: 3735.813965
	Iteration 17Q: 3 clusters Score -1.229728e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -12297714.000000 Penalty: 3735.813965
	Iteration 18Q: 3 clusters Score -1.229771e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -12298003.000000 Penalty: 3735.813965
	Iteration 19Q: 3 clusters Score -1.2298e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -12298298.000000 Penalty: 3735.813965
	Iteration 20F: 3 clusters Score -1.22983e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -12298571.000000 Penalty: 3735.813965
	Iteration 21Q: 3 clusters Score -1.229857e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -12298731.000000 Penalty: 3735.813965
	Iteration 22Q: 3 clusters Score -1.229873e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -12298862.000000 Penalty: 3735.813965
	Iteration 23Q: 3 clusters Score -1.229886e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -12298935.000000 Penalty: 3735.813965
	Iteration 24Q: 3 clusters Score -1.229894e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -12299085.000000 Penalty: 3735.813965
	Iteration 25Q: 3 clusters Score -1.229908e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88421 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -12299141.000000 Penalty: 3735.813965
	Iteration 26Q: 3 clusters Score -1.229914e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -12299121.000000 Penalty: 3735.813965
	Iteration 27Q: 3 clusters Score -1.229912e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -12299113.000000 Penalty: 3735.813965
	Iteration 28Q: 3 clusters Score -1.229911e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -12299075.000000 Penalty: 3735.813965
	Iteration 29Q: 3 clusters Score -1.229908e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90350 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -12298923.000000 Penalty: 3735.813965
	Iteration 30Q: 3 clusters Score -1.229892e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -12298875.000000 Penalty: 3735.813965
	Iteration 31Q: 3 clusters Score -1.229888e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91105 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -12298795.000000 Penalty: 3735.813965
	Iteration 32Q: 3 clusters Score -1.22988e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -12298727.000000 Penalty: 3735.813965
	Iteration 33Q: 3 clusters Score -1.229873e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -12298666.000000 Penalty: 3735.813965
	Iteration 34Q: 3 clusters Score -1.229867e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -12298624.000000 Penalty: 3735.813965
	Iteration 35Q: 3 clusters Score -1.229862e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92255 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -12298539.000000 Penalty: 3735.813965
	Iteration 36Q: 3 clusters Score -1.229854e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92499 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -12298436.000000 Penalty: 3735.813965
	Iteration 37Q: 3 clusters Score -1.229844e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -12298361.000000 Penalty: 3735.813965
	Iteration 38Q: 3 clusters Score -1.229836e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -12298324.000000 Penalty: 3735.813965
	Iteration 39Q: 3 clusters Score -1.229832e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -12298277.000000 Penalty: 3735.813965
	Iteration 40F: 3 clusters Score -1.229828e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -12298216.000000 Penalty: 3735.813965
	Iteration 41Q: 3 clusters Score -1.229822e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -12298206.000000 Penalty: 3735.813965
	Iteration 42Q: 3 clusters Score -1.229821e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -12298174.000000 Penalty: 3735.813965
	Iteration 43Q: 3 clusters Score -1.229817e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -12298197.000000 Penalty: 3735.813965
	Iteration 44Q: 3 clusters Score -1.22982e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -12298149.000000 Penalty: 3735.813965
	Iteration 45Q: 3 clusters Score -1.229815e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93959 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -12298097.000000 Penalty: 3735.813965
	Iteration 46Q: 3 clusters Score -1.22981e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -12298067.000000 Penalty: 3735.813965
	Iteration 47Q: 3 clusters Score -1.229807e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -12298013.000000 Penalty: 3735.813965
	Iteration 48Q: 3 clusters Score -1.229801e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94258 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -12297963.000000 Penalty: 3735.813965
	Iteration 49Q: 3 clusters Score -1.229796e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -12297932.000000 Penalty: 3735.813965
	Iteration 50Q: 3 clusters Score -1.229793e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -12297902.000000 Penalty: 3735.813965
	Iteration 51Q: 3 clusters Score -1.22979e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94495 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -12297906.000000 Penalty: 3735.813965
	Iteration 52Q: 3 clusters Score -1.229791e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -12297865.000000 Penalty: 3735.813965
	Iteration 53Q: 3 clusters Score -1.229786e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -12297837.000000 Penalty: 3735.813965
	Iteration 54Q: 3 clusters Score -1.229784e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94715 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -12297775.000000 Penalty: 3735.813965
	Iteration 55Q: 3 clusters Score -1.229778e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -12297739.000000 Penalty: 3735.813965
	Iteration 56Q: 3 clusters Score -1.229774e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -12297693.000000 Penalty: 3735.813965
	Iteration 57Q: 3 clusters Score -1.229769e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94904 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -12297673.000000 Penalty: 3735.813965
	Iteration 58Q: 3 clusters Score -1.229767e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -12297674.000000 Penalty: 3735.813965
	Iteration 59Q: 3 clusters Score -1.229767e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94980 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -12297678.000000 Penalty: 3735.813965
	Iteration 60F: 3 clusters Score -1.229768e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -12297644.000000 Penalty: 3735.813965
	Iteration 61Q: 3 clusters Score -1.229764e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -12297622.000000 Penalty: 3735.813965
	Iteration 62Q: 3 clusters Score -1.229762e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -12297616.000000 Penalty: 3735.813965
	Iteration 63Q: 3 clusters Score -1.229762e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -12297603.000000 Penalty: 3735.813965
	Iteration 64Q: 3 clusters Score -1.22976e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -12297596.000000 Penalty: 3735.813965
	Iteration 65Q: 3 clusters Score -1.22976e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -12297584.000000 Penalty: 3735.813965
	Iteration 66Q: 3 clusters Score -1.229758e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95331 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -12297523.000000 Penalty: 3735.813965
	Iteration 67Q: 3 clusters Score -1.229752e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -12297500.000000 Penalty: 3735.813965
	Iteration 68Q: 3 clusters Score -1.22975e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95487 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -12297462.000000 Penalty: 3735.813965
	Iteration 69Q: 3 clusters Score -1.229746e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -12297431.000000 Penalty: 3735.813965
	Iteration 70Q: 3 clusters Score -1.229743e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95621 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -12297402.000000 Penalty: 3735.813965
	Iteration 71Q: 3 clusters Score -1.22974e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -12297380.000000 Penalty: 3735.813965
	Iteration 72Q: 3 clusters Score -1.229738e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -12297381.000000 Penalty: 3735.813965
	Iteration 73Q: 3 clusters Score -1.229738e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -12297364.000000 Penalty: 3735.813965
	Iteration 74Q: 3 clusters Score -1.229736e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95825 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -12297347.000000 Penalty: 3735.813965
	Iteration 75Q: 3 clusters Score -1.229735e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -12297350.000000 Penalty: 3735.813965
	Iteration 76Q: 3 clusters Score -1.229735e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95935 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -12297320.000000 Penalty: 3735.813965
	Iteration 77Q: 3 clusters Score -1.229732e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -12297301.000000 Penalty: 3735.813965
	Iteration 78Q: 3 clusters Score -1.22973e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -12297279.000000 Penalty: 3735.813965
	Iteration 79Q: 3 clusters Score -1.229728e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -12297249.000000 Penalty: 3735.813965
	Iteration 80F: 3 clusters Score -1.229725e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -12297225.000000 Penalty: 3735.813965
	Iteration 81Q: 3 clusters Score -1.229722e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -12297202.000000 Penalty: 3735.813965
	Iteration 82Q: 3 clusters Score -1.22972e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -12297174.000000 Penalty: 3735.813965
	Iteration 83Q: 3 clusters Score -1.229717e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -12297168.000000 Penalty: 3735.813965
	Iteration 84Q: 3 clusters Score -1.229717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -12297158.000000 Penalty: 3735.813965
	Iteration 85Q: 3 clusters Score -1.229716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96285 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -12297156.000000 Penalty: 3735.813965
	Iteration 86Q: 3 clusters Score -1.229716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -12297155.000000 Penalty: 3735.813965
	Iteration 87Q: 3 clusters Score -1.229716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -12297142.000000 Penalty: 3735.813965
	Iteration 88Q: 3 clusters Score -1.229714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -12297129.000000 Penalty: 3735.813965
	Iteration 89Q: 3 clusters Score -1.229713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -12297133.000000 Penalty: 3735.813965
	Iteration 90Q: 3 clusters Score -1.229713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12297115.000000 Penalty: 3735.813965
	Iteration 91Q: 3 clusters Score -1.229712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -12297118.000000 Penalty: 3735.813965
	Iteration 92Q: 3 clusters Score -1.229712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -12297121.000000 Penalty: 3735.813965
	Iteration 93Q: 3 clusters Score -1.229712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -12297115.000000 Penalty: 3735.813965
	Iteration 94Q: 3 clusters Score -1.229712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12297113.000000 Penalty: 3735.813965
	Iteration 95Q: 3 clusters Score -1.229711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -12297106.000000 Penalty: 3735.813965
	Iteration 96Q: 3 clusters Score -1.229711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96376 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -12297099.000000 Penalty: 3735.813965
	Iteration 97Q: 3 clusters Score -1.22971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96380 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -12297093.000000 Penalty: 3735.813965
	Iteration 98Q: 3 clusters Score -1.229709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96382 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -12297097.000000 Penalty: 3735.813965
	Iteration 99Q: 3 clusters Score -1.22971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -12297099.000000 Penalty: 3735.813965
	Iteration 100F: 3 clusters Score -1.22971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96387 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -12297103.000000 Penalty: 3735.813965
	Iteration 101Q: 3 clusters Score -1.22971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -12297103.000000 Penalty: 3735.813965
	Iteration 102Q: 3 clusters Score -1.22971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -12297101.000000 Penalty: 3735.813965
	Iteration 103Q: 3 clusters Score -1.22971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96391 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -12297095.000000 Penalty: 3735.813965
	Iteration 104Q: 3 clusters Score -1.22971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -12297091.000000 Penalty: 3735.813965
	Iteration 105Q: 3 clusters Score -1.229709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -12297097.000000 Penalty: 3735.813965
	Iteration 106Q: 3 clusters Score -1.22971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -12297097.000000 Penalty: 3735.813965
	Iteration 107F: 3 clusters Score -1.22971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Entering Unmasked Estep 
Score: -883391.375000 Penalty: 1443.591553
	Iteration 0F: 2 clusters Score -883391.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -877966.562500 Penalty: 2887.183105
	Iteration 0F: 3 clusters Score -877966.6 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -879571.187500 Penalty: 2887.183105
	Iteration 1F: 3 clusters Score -879571.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -879750.875000 Penalty: 2887.183105
	Iteration 2F: 3 clusters Score -879750.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -879899.937500 Penalty: 2887.183105
	Iteration 3F: 3 clusters Score -879899.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -880014.250000 Penalty: 2887.183105
	Iteration 4Q: 3 clusters Score -880014.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -880137.437500 Penalty: 2887.183105
	Iteration 5Q: 3 clusters Score -880137.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -880244.500000 Penalty: 2887.183105
	Iteration 6Q: 3 clusters Score -880244.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -880379.687500 Penalty: 2887.183105
	Iteration 7Q: 3 clusters Score -880379.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -880524.875000 Penalty: 2887.183105
	Iteration 8Q: 3 clusters Score -880524.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -880674.937500 Penalty: 2887.183105
	Iteration 9Q: 3 clusters Score -880674.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -880848.937500 Penalty: 2887.183105
	Iteration 10Q: 3 clusters Score -880848.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -881070.187500 Penalty: 2887.183105
	Iteration 11Q: 3 clusters Score -881070.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -881272.312500 Penalty: 2887.183105
	Iteration 12Q: 3 clusters Score -881272.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -881442.187500 Penalty: 2887.183105
	Iteration 13Q: 3 clusters Score -881442.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -881569.875000 Penalty: 2887.183105
	Iteration 14Q: 3 clusters Score -881569.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -881657.562500 Penalty: 2887.183105
	Iteration 15Q: 3 clusters Score -881657.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -881735.437500 Penalty: 2887.183105
	Iteration 16Q: 3 clusters Score -881735.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -881799.937500 Penalty: 2887.183105
	Iteration 17Q: 3 clusters Score -881799.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -881849.250000 Penalty: 2887.183105
	Iteration 18Q: 3 clusters Score -881849.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -881892.937500 Penalty: 2887.183105
	Iteration 19Q: 3 clusters Score -881892.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -881941.312500 Penalty: 2887.183105
	Iteration 20F: 3 clusters Score -881941.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -881983.125000 Penalty: 2887.183105
	Iteration 21Q: 3 clusters Score -881983.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -882009.625000 Penalty: 2887.183105
	Iteration 22Q: 3 clusters Score -882009.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -882028.875000 Penalty: 2887.183105
	Iteration 23Q: 3 clusters Score -882028.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -882041.812500 Penalty: 2887.183105
	Iteration 24Q: 3 clusters Score -882041.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -882053.562500 Penalty: 2887.183105
	Iteration 25Q: 3 clusters Score -882053.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -882070.312500 Penalty: 2887.183105
	Iteration 26Q: 3 clusters Score -882070.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -882084.625000 Penalty: 2887.183105
	Iteration 27Q: 3 clusters Score -882084.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -882100.250000 Penalty: 2887.183105
	Iteration 28Q: 3 clusters Score -882100.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -882112.312500 Penalty: 2887.183105
	Iteration 29Q: 3 clusters Score -882112.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -882122.875000 Penalty: 2887.183105
	Iteration 30Q: 3 clusters Score -882122.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -882132.937500 Penalty: 2887.183105
	Iteration 31Q: 3 clusters Score -882132.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -882150.750000 Penalty: 2887.183105
	Iteration 32Q: 3 clusters Score -882150.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -882168.562500 Penalty: 2887.183105
	Iteration 33Q: 3 clusters Score -882168.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -882184.062500 Penalty: 2887.183105
	Iteration 34Q: 3 clusters Score -882184.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -882193.687500 Penalty: 2887.183105
	Iteration 35Q: 3 clusters Score -882193.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -882202.125000 Penalty: 2887.183105
	Iteration 36Q: 3 clusters Score -882202.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -882203.000000 Penalty: 2887.183105
	Iteration 37Q: 3 clusters Score -882203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -882208.875000 Penalty: 2887.183105
	Iteration 38Q: 3 clusters Score -882208.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -882211.875000 Penalty: 2887.183105
	Iteration 39Q: 3 clusters Score -882211.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -882214.687500 Penalty: 2887.183105
	Iteration 40F: 3 clusters Score -882214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -882218.125000 Penalty: 2887.183105
	Iteration 41Q: 3 clusters Score -882218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -882222.187500 Penalty: 2887.183105
	Iteration 42Q: 3 clusters Score -882222.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -882223.437500 Penalty: 2887.183105
	Iteration 43Q: 3 clusters Score -882223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -882227.812500 Penalty: 2887.183105
	Iteration 44Q: 3 clusters Score -882227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -882227.250000 Penalty: 2887.183105
	Iteration 45Q: 3 clusters Score -882227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -882230.562500 Penalty: 2887.183105
	Iteration 46Q: 3 clusters Score -882230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -882233.750000 Penalty: 2887.183105
	Iteration 47Q: 3 clusters Score -882233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -882235.562500 Penalty: 2887.183105
	Iteration 48Q: 3 clusters Score -882235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -882235.375000 Penalty: 2887.183105
	Iteration 49Q: 3 clusters Score -882235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -882235.375000 Penalty: 2887.183105
	Iteration 50F: 3 clusters Score -882235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Entering Unmasked Estep 
Score: -12181936.000000 Penalty: 1864.874023
	Iteration 0F: 2 clusters Score -1.218194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -12124976.000000 Penalty: 3729.748047
	Iteration 0F: 3 clusters Score -1.212498e+07 nChanged 46372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -12152744.000000 Penalty: 3729.748047
	Iteration 1F: 3 clusters Score -1.215274e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -12154244.000000 Penalty: 3729.748047
	Iteration 2Q: 3 clusters Score -1.215424e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -12156209.000000 Penalty: 3729.748047
	Iteration 3F: 3 clusters Score -1.215621e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -12158824.000000 Penalty: 3729.748047
	Iteration 4F: 3 clusters Score -1.215882e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -12162366.000000 Penalty: 3729.748047
	Iteration 5F: 3 clusters Score -1.216237e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -12166403.000000 Penalty: 3729.748047
	Iteration 6F: 3 clusters Score -1.21664e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -12169982.000000 Penalty: 3729.748047
	Iteration 7F: 3 clusters Score -1.216998e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -12171733.000000 Penalty: 3729.748047
	Iteration 8Q: 3 clusters Score -1.217173e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -12172468.000000 Penalty: 3729.748047
	Iteration 9Q: 3 clusters Score -1.217247e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -12172776.000000 Penalty: 3729.748047
	Iteration 10Q: 3 clusters Score -1.217278e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -12173090.000000 Penalty: 3729.748047
	Iteration 11Q: 3 clusters Score -1.217309e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -12173352.000000 Penalty: 3729.748047
	Iteration 12Q: 3 clusters Score -1.217335e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -12173601.000000 Penalty: 3729.748047
	Iteration 13Q: 3 clusters Score -1.21736e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -12173794.000000 Penalty: 3729.748047
	Iteration 14Q: 3 clusters Score -1.217379e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -12173985.000000 Penalty: 3729.748047
	Iteration 15Q: 3 clusters Score -1.217398e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -12174201.000000 Penalty: 3729.748047
	Iteration 16Q: 3 clusters Score -1.21742e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -12174497.000000 Penalty: 3729.748047
	Iteration 17Q: 3 clusters Score -1.21745e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -12174759.000000 Penalty: 3729.748047
	Iteration 18Q: 3 clusters Score -1.217476e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -12174998.000000 Penalty: 3729.748047
	Iteration 19Q: 3 clusters Score -1.2175e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -12175370.000000 Penalty: 3729.748047
	Iteration 20F: 3 clusters Score -1.217537e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -12175701.000000 Penalty: 3729.748047
	Iteration 21Q: 3 clusters Score -1.21757e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -12175875.000000 Penalty: 3729.748047
	Iteration 22Q: 3 clusters Score -1.217588e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -12176258.000000 Penalty: 3729.748047
	Iteration 23Q: 3 clusters Score -1.217626e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -12176665.000000 Penalty: 3729.748047
	Iteration 24Q: 3 clusters Score -1.217666e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -12177010.000000 Penalty: 3729.748047
	Iteration 25Q: 3 clusters Score -1.217701e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -12177316.000000 Penalty: 3729.748047
	Iteration 26Q: 3 clusters Score -1.217732e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -12177614.000000 Penalty: 3729.748047
	Iteration 27Q: 3 clusters Score -1.217761e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -12177857.000000 Penalty: 3729.748047
	Iteration 28Q: 3 clusters Score -1.217786e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 54240 members 
Entering Unmasked Estep 
Score: -12178106.000000 Penalty: 3729.748047
	Iteration 29Q: 3 clusters Score -1.217811e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -12178239.000000 Penalty: 3729.748047
	Iteration 30Q: 3 clusters Score -1.217824e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -12178375.000000 Penalty: 3729.748047
	Iteration 31Q: 3 clusters Score -1.217838e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -12178503.000000 Penalty: 3729.748047
	Iteration 32Q: 3 clusters Score -1.21785e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -12178542.000000 Penalty: 3729.748047
	Iteration 33Q: 3 clusters Score -1.217854e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -12178618.000000 Penalty: 3729.748047
	Iteration 34Q: 3 clusters Score -1.217862e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -12178642.000000 Penalty: 3729.748047
	Iteration 35Q: 3 clusters Score -1.217864e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -12178700.000000 Penalty: 3729.748047
	Iteration 36Q: 3 clusters Score -1.21787e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -12178656.000000 Penalty: 3729.748047
	Iteration 37Q: 3 clusters Score -1.217866e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -12178688.000000 Penalty: 3729.748047
	Iteration 38Q: 3 clusters Score -1.217869e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -12178758.000000 Penalty: 3729.748047
	Iteration 39Q: 3 clusters Score -1.217876e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -12178820.000000 Penalty: 3729.748047
	Iteration 40F: 3 clusters Score -1.217882e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -12178848.000000 Penalty: 3729.748047
	Iteration 41Q: 3 clusters Score -1.217885e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -12178920.000000 Penalty: 3729.748047
	Iteration 42Q: 3 clusters Score -1.217892e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -12179052.000000 Penalty: 3729.748047
	Iteration 43Q: 3 clusters Score -1.217905e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -12179190.000000 Penalty: 3729.748047
	Iteration 44Q: 3 clusters Score -1.217919e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -12179267.000000 Penalty: 3729.748047
	Iteration 45Q: 3 clusters Score -1.217927e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -12179420.000000 Penalty: 3729.748047
	Iteration 46Q: 3 clusters Score -1.217942e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -12179496.000000 Penalty: 3729.748047
	Iteration 47Q: 3 clusters Score -1.21795e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -12179643.000000 Penalty: 3729.748047
	Iteration 48Q: 3 clusters Score -1.217964e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -12179725.000000 Penalty: 3729.748047
	Iteration 49Q: 3 clusters Score -1.217972e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -12179807.000000 Penalty: 3729.748047
	Iteration 50Q: 3 clusters Score -1.217981e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -12179932.000000 Penalty: 3729.748047
	Iteration 51Q: 3 clusters Score -1.217993e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -12179945.000000 Penalty: 3729.748047
	Iteration 52Q: 3 clusters Score -1.217994e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -12179819.000000 Penalty: 3729.748047
	Iteration 53Q: 3 clusters Score -1.217982e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -12179835.000000 Penalty: 3729.748047
	Iteration 54Q: 3 clusters Score -1.217984e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -12179767.000000 Penalty: 3729.748047
	Iteration 55Q: 3 clusters Score -1.217977e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -12179752.000000 Penalty: 3729.748047
	Iteration 56Q: 3 clusters Score -1.217975e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -12179614.000000 Penalty: 3729.748047
	Iteration 57Q: 3 clusters Score -1.217961e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -12179507.000000 Penalty: 3729.748047
	Iteration 58Q: 3 clusters Score -1.217951e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -12179348.000000 Penalty: 3729.748047
	Iteration 59Q: 3 clusters Score -1.217935e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -12179296.000000 Penalty: 3729.748047
	Iteration 60F: 3 clusters Score -1.21793e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -12179218.000000 Penalty: 3729.748047
	Iteration 61Q: 3 clusters Score -1.217922e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -12179031.000000 Penalty: 3729.748047
	Iteration 62Q: 3 clusters Score -1.217903e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -12178955.000000 Penalty: 3729.748047
	Iteration 63Q: 3 clusters Score -1.217896e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -12178927.000000 Penalty: 3729.748047
	Iteration 64Q: 3 clusters Score -1.217893e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -12178775.000000 Penalty: 3729.748047
	Iteration 65Q: 3 clusters Score -1.217878e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -12178745.000000 Penalty: 3729.748047
	Iteration 66Q: 3 clusters Score -1.217874e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -12178617.000000 Penalty: 3729.748047
	Iteration 67Q: 3 clusters Score -1.217862e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -12178514.000000 Penalty: 3729.748047
	Iteration 68Q: 3 clusters Score -1.217851e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -12178331.000000 Penalty: 3729.748047
	Iteration 69Q: 3 clusters Score -1.217833e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -12178264.000000 Penalty: 3729.748047
	Iteration 70Q: 3 clusters Score -1.217826e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -12178119.000000 Penalty: 3729.748047
	Iteration 71Q: 3 clusters Score -1.217812e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -12177934.000000 Penalty: 3729.748047
	Iteration 72Q: 3 clusters Score -1.217793e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -12177732.000000 Penalty: 3729.748047
	Iteration 73Q: 3 clusters Score -1.217773e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -12177471.000000 Penalty: 3729.748047
	Iteration 74Q: 3 clusters Score -1.217747e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -12177243.000000 Penalty: 3729.748047
	Iteration 75Q: 3 clusters Score -1.217724e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -12177953.000000 Penalty: 3729.748047
	Iteration 76Q: 3 clusters Score -1.217795e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -12179285.000000 Penalty: 3729.748047
	Iteration 77Q: 3 clusters Score -1.217928e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -12180545.000000 Penalty: 3729.748047
	Iteration 78Q: 3 clusters Score -1.218054e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -12181410.000000 Penalty: 3729.748047
	Iteration 79Q: 3 clusters Score -1.218141e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -12182460.000000 Penalty: 3729.748047
	Iteration 80F: 3 clusters Score -1.218246e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -12182945.000000 Penalty: 3729.748047
	Iteration 81Q: 3 clusters Score -1.218294e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91095 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -12183051.000000 Penalty: 3729.748047
	Iteration 82Q: 3 clusters Score -1.218305e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -12183008.000000 Penalty: 3729.748047
	Iteration 83Q: 3 clusters Score -1.218301e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -12182777.000000 Penalty: 3729.748047
	Iteration 84Q: 3 clusters Score -1.218278e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -12182671.000000 Penalty: 3729.748047
	Iteration 85Q: 3 clusters Score -1.218267e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -12182489.000000 Penalty: 3729.748047
	Iteration 86Q: 3 clusters Score -1.218249e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -12182450.000000 Penalty: 3729.748047
	Iteration 87Q: 3 clusters Score -1.218245e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -12182377.000000 Penalty: 3729.748047
	Iteration 88Q: 3 clusters Score -1.218238e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -12182237.000000 Penalty: 3729.748047
	Iteration 89Q: 3 clusters Score -1.218224e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94373 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -12182121.000000 Penalty: 3729.748047
	Iteration 90Q: 3 clusters Score -1.218212e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94467 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -12182043.000000 Penalty: 3729.748047
	Iteration 91Q: 3 clusters Score -1.218204e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94541 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -12182029.000000 Penalty: 3729.748047
	Iteration 92Q: 3 clusters Score -1.218203e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12181991.000000 Penalty: 3729.748047
	Iteration 93Q: 3 clusters Score -1.218199e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -12181986.000000 Penalty: 3729.748047
	Iteration 94Q: 3 clusters Score -1.218199e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94714 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -12181957.000000 Penalty: 3729.748047
	Iteration 95Q: 3 clusters Score -1.218196e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -12181942.000000 Penalty: 3729.748047
	Iteration 96Q: 3 clusters Score -1.218194e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94793 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12181925.000000 Penalty: 3729.748047
	Iteration 97Q: 3 clusters Score -1.218192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -12181920.000000 Penalty: 3729.748047
	Iteration 98Q: 3 clusters Score -1.218192e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94845 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -12181915.000000 Penalty: 3729.748047
	Iteration 99Q: 3 clusters Score -1.218192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -12181895.000000 Penalty: 3729.748047
	Iteration 100F: 3 clusters Score -1.21819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12181903.000000 Penalty: 3729.748047
	Iteration 101Q: 3 clusters Score -1.21819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94896 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -12181894.000000 Penalty: 3729.748047
	Iteration 102Q: 3 clusters Score -1.218189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -12181886.000000 Penalty: 3729.748047
	Iteration 103Q: 3 clusters Score -1.218189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -12181878.000000 Penalty: 3729.748047
	Iteration 104Q: 3 clusters Score -1.218188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -12181873.000000 Penalty: 3729.748047
	Iteration 105Q: 3 clusters Score -1.218187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -12181865.000000 Penalty: 3729.748047
	Iteration 106Q: 3 clusters Score -1.218186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -12181866.000000 Penalty: 3729.748047
	Iteration 107Q: 3 clusters Score -1.218187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -12181869.000000 Penalty: 3729.748047
	Iteration 108Q: 3 clusters Score -1.218187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -12181869.000000 Penalty: 3729.748047
	Iteration 109F: 3 clusters Score -1.218187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (92577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Entering Unmasked Estep 
Score: -11497462.000000 Penalty: 1858.316772
	Iteration 0F: 2 clusters Score -1.149746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -11439459.000000 Penalty: 3716.633545
	Iteration 0F: 3 clusters Score -1.143946e+07 nChanged 44311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -11465350.000000 Penalty: 3716.633545
	Iteration 1F: 3 clusters Score -1.146535e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -11466217.000000 Penalty: 3716.633545
	Iteration 2Q: 3 clusters Score -1.146622e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -11467284.000000 Penalty: 3716.633545
	Iteration 3Q: 3 clusters Score -1.146728e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -11468692.000000 Penalty: 3716.633545
	Iteration 4Q: 3 clusters Score -1.146869e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -11470751.000000 Penalty: 3716.633545
	Iteration 5Q: 3 clusters Score -1.147075e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -11473906.000000 Penalty: 3716.633545
	Iteration 6F: 3 clusters Score -1.147391e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -11478237.000000 Penalty: 3716.633545
	Iteration 7F: 3 clusters Score -1.147824e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -11482154.000000 Penalty: 3716.633545
	Iteration 8F: 3 clusters Score -1.148215e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -11484178.000000 Penalty: 3716.633545
	Iteration 9Q: 3 clusters Score -1.148418e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -11485012.000000 Penalty: 3716.633545
	Iteration 10Q: 3 clusters Score -1.148501e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -11485464.000000 Penalty: 3716.633545
	Iteration 11Q: 3 clusters Score -1.148546e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -11485773.000000 Penalty: 3716.633545
	Iteration 12Q: 3 clusters Score -1.148577e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -11485974.000000 Penalty: 3716.633545
	Iteration 13Q: 3 clusters Score -1.148597e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -11486263.000000 Penalty: 3716.633545
	Iteration 14Q: 3 clusters Score -1.148626e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -11486524.000000 Penalty: 3716.633545
	Iteration 15Q: 3 clusters Score -1.148652e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -11486861.000000 Penalty: 3716.633545
	Iteration 16Q: 3 clusters Score -1.148686e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -11487118.000000 Penalty: 3716.633545
	Iteration 17Q: 3 clusters Score -1.148712e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -11487295.000000 Penalty: 3716.633545
	Iteration 18Q: 3 clusters Score -1.14873e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -11487597.000000 Penalty: 3716.633545
	Iteration 19Q: 3 clusters Score -1.14876e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -11487895.000000 Penalty: 3716.633545
	Iteration 20F: 3 clusters Score -1.14879e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -11488223.000000 Penalty: 3716.633545
	Iteration 21Q: 3 clusters Score -1.148822e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -11488569.000000 Penalty: 3716.633545
	Iteration 22Q: 3 clusters Score -1.148857e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -11488948.000000 Penalty: 3716.633545
	Iteration 23Q: 3 clusters Score -1.148895e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -11489332.000000 Penalty: 3716.633545
	Iteration 24Q: 3 clusters Score -1.148933e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -11489744.000000 Penalty: 3716.633545
	Iteration 25Q: 3 clusters Score -1.148974e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -11490177.000000 Penalty: 3716.633545
	Iteration 26Q: 3 clusters Score -1.149018e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -11490654.000000 Penalty: 3716.633545
	Iteration 27Q: 3 clusters Score -1.149065e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -11491090.000000 Penalty: 3716.633545
	Iteration 28Q: 3 clusters Score -1.149109e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -11491429.000000 Penalty: 3716.633545
	Iteration 29Q: 3 clusters Score -1.149143e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -11491815.000000 Penalty: 3716.633545
	Iteration 30Q: 3 clusters Score -1.149182e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -11492147.000000 Penalty: 3716.633545
	Iteration 31Q: 3 clusters Score -1.149215e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -11492546.000000 Penalty: 3716.633545
	Iteration 32Q: 3 clusters Score -1.149255e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -11492853.000000 Penalty: 3716.633545
	Iteration 33Q: 3 clusters Score -1.149285e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -11493136.000000 Penalty: 3716.633545
	Iteration 34Q: 3 clusters Score -1.149314e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -11493366.000000 Penalty: 3716.633545
	Iteration 35Q: 3 clusters Score -1.149337e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -11493638.000000 Penalty: 3716.633545
	Iteration 36Q: 3 clusters Score -1.149364e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -11493893.000000 Penalty: 3716.633545
	Iteration 37Q: 3 clusters Score -1.149389e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -11494133.000000 Penalty: 3716.633545
	Iteration 38Q: 3 clusters Score -1.149413e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -11494375.000000 Penalty: 3716.633545
	Iteration 39Q: 3 clusters Score -1.149438e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -11494575.000000 Penalty: 3716.633545
	Iteration 40F: 3 clusters Score -1.149458e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -11494862.000000 Penalty: 3716.633545
	Iteration 41Q: 3 clusters Score -1.149486e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -11495036.000000 Penalty: 3716.633545
	Iteration 42Q: 3 clusters Score -1.149504e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -11495223.000000 Penalty: 3716.633545
	Iteration 43Q: 3 clusters Score -1.149522e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -11495423.000000 Penalty: 3716.633545
	Iteration 44Q: 3 clusters Score -1.149542e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -11495621.000000 Penalty: 3716.633545
	Iteration 45Q: 3 clusters Score -1.149562e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -11495845.000000 Penalty: 3716.633545
	Iteration 46Q: 3 clusters Score -1.149584e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -11496033.000000 Penalty: 3716.633545
	Iteration 47Q: 3 clusters Score -1.149603e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -11496192.000000 Penalty: 3716.633545
	Iteration 48Q: 3 clusters Score -1.149619e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -11496406.000000 Penalty: 3716.633545
	Iteration 49Q: 3 clusters Score -1.149641e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -11496646.000000 Penalty: 3716.633545
	Iteration 50Q: 3 clusters Score -1.149665e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -11496776.000000 Penalty: 3716.633545
	Iteration 51Q: 3 clusters Score -1.149678e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -11496865.000000 Penalty: 3716.633545
	Iteration 52Q: 3 clusters Score -1.149686e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -11496961.000000 Penalty: 3716.633545
	Iteration 53Q: 3 clusters Score -1.149696e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79756 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -11497037.000000 Penalty: 3716.633545
	Iteration 54Q: 3 clusters Score -1.149704e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -11497079.000000 Penalty: 3716.633545
	Iteration 55Q: 3 clusters Score -1.149708e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -11497128.000000 Penalty: 3716.633545
	Iteration 56Q: 3 clusters Score -1.149713e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -11497168.000000 Penalty: 3716.633545
	Iteration 57Q: 3 clusters Score -1.149717e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -11497187.000000 Penalty: 3716.633545
	Iteration 58Q: 3 clusters Score -1.149719e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -11497232.000000 Penalty: 3716.633545
	Iteration 59Q: 3 clusters Score -1.149723e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -11497277.000000 Penalty: 3716.633545
	Iteration 60F: 3 clusters Score -1.149728e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -11497295.000000 Penalty: 3716.633545
	Iteration 61Q: 3 clusters Score -1.14973e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -11497351.000000 Penalty: 3716.633545
	Iteration 62Q: 3 clusters Score -1.149735e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -11497310.000000 Penalty: 3716.633545
	Iteration 63Q: 3 clusters Score -1.149731e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -11497298.000000 Penalty: 3716.633545
	Iteration 64Q: 3 clusters Score -1.14973e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -11497265.000000 Penalty: 3716.633545
	Iteration 65Q: 3 clusters Score -1.149726e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -11497235.000000 Penalty: 3716.633545
	Iteration 66Q: 3 clusters Score -1.149724e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -11497202.000000 Penalty: 3716.633545
	Iteration 67Q: 3 clusters Score -1.14972e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -11497180.000000 Penalty: 3716.633545
	Iteration 68Q: 3 clusters Score -1.149718e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -11497179.000000 Penalty: 3716.633545
	Iteration 69Q: 3 clusters Score -1.149718e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -11497163.000000 Penalty: 3716.633545
	Iteration 70Q: 3 clusters Score -1.149716e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -11497171.000000 Penalty: 3716.633545
	Iteration 71Q: 3 clusters Score -1.149717e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -11497157.000000 Penalty: 3716.633545
	Iteration 72Q: 3 clusters Score -1.149716e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86292 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -11497162.000000 Penalty: 3716.633545
	Iteration 73Q: 3 clusters Score -1.149716e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -11497123.000000 Penalty: 3716.633545
	Iteration 74Q: 3 clusters Score -1.149712e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -11497112.000000 Penalty: 3716.633545
	Iteration 75Q: 3 clusters Score -1.149711e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -11497082.000000 Penalty: 3716.633545
	Iteration 76Q: 3 clusters Score -1.149708e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -11497047.000000 Penalty: 3716.633545
	Iteration 77Q: 3 clusters Score -1.149705e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -11497022.000000 Penalty: 3716.633545
	Iteration 78Q: 3 clusters Score -1.149702e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87535 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -11497005.000000 Penalty: 3716.633545
	Iteration 79Q: 3 clusters Score -1.1497e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -11496977.000000 Penalty: 3716.633545
	Iteration 80F: 3 clusters Score -1.149698e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -11496945.000000 Penalty: 3716.633545
	Iteration 81Q: 3 clusters Score -1.149694e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -11496948.000000 Penalty: 3716.633545
	Iteration 82Q: 3 clusters Score -1.149695e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -11496925.000000 Penalty: 3716.633545
	Iteration 83Q: 3 clusters Score -1.149692e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -11496933.000000 Penalty: 3716.633545
	Iteration 84Q: 3 clusters Score -1.149693e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -11496935.000000 Penalty: 3716.633545
	Iteration 85Q: 3 clusters Score -1.149694e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -11496923.000000 Penalty: 3716.633545
	Iteration 86Q: 3 clusters Score -1.149692e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -11496906.000000 Penalty: 3716.633545
	Iteration 87Q: 3 clusters Score -1.149691e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -11496886.000000 Penalty: 3716.633545
	Iteration 88Q: 3 clusters Score -1.149689e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -11496875.000000 Penalty: 3716.633545
	Iteration 89Q: 3 clusters Score -1.149688e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88693 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -11496872.000000 Penalty: 3716.633545
	Iteration 90Q: 3 clusters Score -1.149687e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -11496900.000000 Penalty: 3716.633545
	Iteration 91Q: 3 clusters Score -1.14969e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -11496870.000000 Penalty: 3716.633545
	Iteration 92Q: 3 clusters Score -1.149687e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -11496876.000000 Penalty: 3716.633545
	Iteration 93Q: 3 clusters Score -1.149688e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -11496869.000000 Penalty: 3716.633545
	Iteration 94Q: 3 clusters Score -1.149687e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -11496870.000000 Penalty: 3716.633545
	Iteration 95Q: 3 clusters Score -1.149687e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -11496854.000000 Penalty: 3716.633545
	Iteration 96Q: 3 clusters Score -1.149685e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -11496823.000000 Penalty: 3716.633545
	Iteration 97Q: 3 clusters Score -1.149682e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -11496816.000000 Penalty: 3716.633545
	Iteration 98Q: 3 clusters Score -1.149682e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -11496823.000000 Penalty: 3716.633545
	Iteration 99Q: 3 clusters Score -1.149682e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -11496823.000000 Penalty: 3716.633545
	Iteration 100F: 3 clusters Score -1.149682e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -11496817.000000 Penalty: 3716.633545
	Iteration 101Q: 3 clusters Score -1.149682e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89462 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -11496824.000000 Penalty: 3716.633545
	Iteration 102Q: 3 clusters Score -1.149682e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -11496805.000000 Penalty: 3716.633545
	Iteration 103Q: 3 clusters Score -1.14968e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -11496821.000000 Penalty: 3716.633545
	Iteration 104Q: 3 clusters Score -1.149682e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -11496810.000000 Penalty: 3716.633545
	Iteration 105Q: 3 clusters Score -1.149681e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -11496806.000000 Penalty: 3716.633545
	Iteration 106Q: 3 clusters Score -1.149681e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -11496814.000000 Penalty: 3716.633545
	Iteration 107Q: 3 clusters Score -1.149681e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -11496830.000000 Penalty: 3716.633545
	Iteration 108Q: 3 clusters Score -1.149683e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -11496833.000000 Penalty: 3716.633545
	Iteration 109Q: 3 clusters Score -1.149683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -11496837.000000 Penalty: 3716.633545
	Iteration 110Q: 3 clusters Score -1.149684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -11496833.000000 Penalty: 3716.633545
	Iteration 111Q: 3 clusters Score -1.149683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -11496817.000000 Penalty: 3716.633545
	Iteration 112Q: 3 clusters Score -1.149682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -11496819.000000 Penalty: 3716.633545
	Iteration 113Q: 3 clusters Score -1.149682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89769 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -11496809.000000 Penalty: 3716.633545
	Iteration 114Q: 3 clusters Score -1.149681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89778 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -11496814.000000 Penalty: 3716.633545
	Iteration 115Q: 3 clusters Score -1.149681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -11496803.000000 Penalty: 3716.633545
	Iteration 116Q: 3 clusters Score -1.14968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -11496804.000000 Penalty: 3716.633545
	Iteration 117Q: 3 clusters Score -1.14968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -11496813.000000 Penalty: 3716.633545
	Iteration 118Q: 3 clusters Score -1.149681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89808 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -11496814.000000 Penalty: 3716.633545
	Iteration 119Q: 3 clusters Score -1.149681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -11496815.000000 Penalty: 3716.633545
	Iteration 120F: 3 clusters Score -1.149682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -11496807.000000 Penalty: 3716.633545
	Iteration 121Q: 3 clusters Score -1.149681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -11496813.000000 Penalty: 3716.633545
	Iteration 122Q: 3 clusters Score -1.149681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -11496806.000000 Penalty: 3716.633545
	Iteration 123Q: 3 clusters Score -1.149681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -11496804.000000 Penalty: 3716.633545
	Iteration 124Q: 3 clusters Score -1.14968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89890 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -11496809.000000 Penalty: 3716.633545
	Iteration 125Q: 3 clusters Score -1.149681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -11496792.000000 Penalty: 3716.633545
	Iteration 126Q: 3 clusters Score -1.149679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -11496799.000000 Penalty: 3716.633545
	Iteration 127Q: 3 clusters Score -1.14968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -11496790.000000 Penalty: 3716.633545
	Iteration 128Q: 3 clusters Score -1.149679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -11496787.000000 Penalty: 3716.633545
	Iteration 129Q: 3 clusters Score -1.149679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -11496785.000000 Penalty: 3716.633545
	Iteration 130Q: 3 clusters Score -1.149678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89944 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -11496786.000000 Penalty: 3716.633545
	Iteration 131Q: 3 clusters Score -1.149679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -11496797.000000 Penalty: 3716.633545
	Iteration 132Q: 3 clusters Score -1.14968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -11496799.000000 Penalty: 3716.633545
	Iteration 133Q: 3 clusters Score -1.14968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -11496799.000000 Penalty: 3716.633545
	Iteration 134F: 3 clusters Score -1.14968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Entering Unmasked Estep 
Score: -12315857.000000 Penalty: 1868.834351
	Iteration 0F: 2 clusters Score -1.231586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -12253706.000000 Penalty: 3737.668701
	Iteration 0F: 3 clusters Score -1.225371e+07 nChanged 47206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -12281061.000000 Penalty: 3737.668701
	Iteration 1F: 3 clusters Score -1.228106e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -12281745.000000 Penalty: 3737.668701
	Iteration 2Q: 3 clusters Score -1.228174e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -12283051.000000 Penalty: 3737.668701
	Iteration 3Q: 3 clusters Score -1.228305e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -12285069.000000 Penalty: 3737.668701
	Iteration 4Q: 3 clusters Score -1.228507e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -12288017.000000 Penalty: 3737.668701
	Iteration 5F: 3 clusters Score -1.228802e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -12292857.000000 Penalty: 3737.668701
	Iteration 6F: 3 clusters Score -1.229286e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -12299088.000000 Penalty: 3737.668701
	Iteration 7F: 3 clusters Score -1.229909e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -12304160.000000 Penalty: 3737.668701
	Iteration 8F: 3 clusters Score -1.230416e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -12306550.000000 Penalty: 3737.668701
	Iteration 9F: 3 clusters Score -1.230655e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -12307549.000000 Penalty: 3737.668701
	Iteration 10Q: 3 clusters Score -1.230755e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -12308516.000000 Penalty: 3737.668701
	Iteration 11Q: 3 clusters Score -1.230852e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -12309621.000000 Penalty: 3737.668701
	Iteration 12Q: 3 clusters Score -1.230962e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -12310676.000000 Penalty: 3737.668701
	Iteration 13Q: 3 clusters Score -1.231068e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -12311786.000000 Penalty: 3737.668701
	Iteration 14Q: 3 clusters Score -1.231179e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -12312689.000000 Penalty: 3737.668701
	Iteration 15Q: 3 clusters Score -1.231269e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -12313422.000000 Penalty: 3737.668701
	Iteration 16Q: 3 clusters Score -1.231342e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -12313910.000000 Penalty: 3737.668701
	Iteration 17Q: 3 clusters Score -1.231391e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -12314283.000000 Penalty: 3737.668701
	Iteration 18Q: 3 clusters Score -1.231428e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -12314514.000000 Penalty: 3737.668701
	Iteration 19Q: 3 clusters Score -1.231451e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -12314633.000000 Penalty: 3737.668701
	Iteration 20F: 3 clusters Score -1.231463e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -12314773.000000 Penalty: 3737.668701
	Iteration 21Q: 3 clusters Score -1.231477e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -12314857.000000 Penalty: 3737.668701
	Iteration 22Q: 3 clusters Score -1.231486e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -12314874.000000 Penalty: 3737.668701
	Iteration 23Q: 3 clusters Score -1.231487e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -12314900.000000 Penalty: 3737.668701
	Iteration 24Q: 3 clusters Score -1.23149e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -12314926.000000 Penalty: 3737.668701
	Iteration 25Q: 3 clusters Score -1.231493e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -12314912.000000 Penalty: 3737.668701
	Iteration 26Q: 3 clusters Score -1.231491e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -12314938.000000 Penalty: 3737.668701
	Iteration 27Q: 3 clusters Score -1.231494e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -12314956.000000 Penalty: 3737.668701
	Iteration 28Q: 3 clusters Score -1.231496e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -12314949.000000 Penalty: 3737.668701
	Iteration 29Q: 3 clusters Score -1.231495e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -12314960.000000 Penalty: 3737.668701
	Iteration 30Q: 3 clusters Score -1.231496e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -12314944.000000 Penalty: 3737.668701
	Iteration 31Q: 3 clusters Score -1.231494e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -12314940.000000 Penalty: 3737.668701
	Iteration 32Q: 3 clusters Score -1.231494e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -12314889.000000 Penalty: 3737.668701
	Iteration 33Q: 3 clusters Score -1.231489e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -12314888.000000 Penalty: 3737.668701
	Iteration 34Q: 3 clusters Score -1.231489e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -12314873.000000 Penalty: 3737.668701
	Iteration 35Q: 3 clusters Score -1.231487e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -12314850.000000 Penalty: 3737.668701
	Iteration 36Q: 3 clusters Score -1.231485e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -12314862.000000 Penalty: 3737.668701
	Iteration 37Q: 3 clusters Score -1.231486e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -12314888.000000 Penalty: 3737.668701
	Iteration 38Q: 3 clusters Score -1.231489e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -12314917.000000 Penalty: 3737.668701
	Iteration 39Q: 3 clusters Score -1.231492e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -12314925.000000 Penalty: 3737.668701
	Iteration 40F: 3 clusters Score -1.231492e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -12314883.000000 Penalty: 3737.668701
	Iteration 41Q: 3 clusters Score -1.231488e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -12314892.000000 Penalty: 3737.668701
	Iteration 42Q: 3 clusters Score -1.231489e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -12314825.000000 Penalty: 3737.668701
	Iteration 43Q: 3 clusters Score -1.231482e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -12314833.000000 Penalty: 3737.668701
	Iteration 44Q: 3 clusters Score -1.231483e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -12314812.000000 Penalty: 3737.668701
	Iteration 45Q: 3 clusters Score -1.231481e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -12314787.000000 Penalty: 3737.668701
	Iteration 46Q: 3 clusters Score -1.231479e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -12314803.000000 Penalty: 3737.668701
	Iteration 47Q: 3 clusters Score -1.23148e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -12314813.000000 Penalty: 3737.668701
	Iteration 48Q: 3 clusters Score -1.231481e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -12314773.000000 Penalty: 3737.668701
	Iteration 49Q: 3 clusters Score -1.231477e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -12314757.000000 Penalty: 3737.668701
	Iteration 50Q: 3 clusters Score -1.231476e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -12314751.000000 Penalty: 3737.668701
	Iteration 51Q: 3 clusters Score -1.231475e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -12314724.000000 Penalty: 3737.668701
	Iteration 52Q: 3 clusters Score -1.231472e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -12314689.000000 Penalty: 3737.668701
	Iteration 53Q: 3 clusters Score -1.231469e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -12314659.000000 Penalty: 3737.668701
	Iteration 54Q: 3 clusters Score -1.231466e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -12314641.000000 Penalty: 3737.668701
	Iteration 55Q: 3 clusters Score -1.231464e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -12314602.000000 Penalty: 3737.668701
	Iteration 56Q: 3 clusters Score -1.23146e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -12314636.000000 Penalty: 3737.668701
	Iteration 57Q: 3 clusters Score -1.231464e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -12314642.000000 Penalty: 3737.668701
	Iteration 58Q: 3 clusters Score -1.231464e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -12314654.000000 Penalty: 3737.668701
	Iteration 59Q: 3 clusters Score -1.231465e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -12314631.000000 Penalty: 3737.668701
	Iteration 60F: 3 clusters Score -1.231463e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -12314630.000000 Penalty: 3737.668701
	Iteration 61Q: 3 clusters Score -1.231463e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -12314614.000000 Penalty: 3737.668701
	Iteration 62Q: 3 clusters Score -1.231461e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -12314601.000000 Penalty: 3737.668701
	Iteration 63Q: 3 clusters Score -1.23146e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -12314582.000000 Penalty: 3737.668701
	Iteration 64Q: 3 clusters Score -1.231458e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -12314587.000000 Penalty: 3737.668701
	Iteration 65Q: 3 clusters Score -1.231459e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -12314583.000000 Penalty: 3737.668701
	Iteration 66Q: 3 clusters Score -1.231458e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -12314596.000000 Penalty: 3737.668701
	Iteration 67Q: 3 clusters Score -1.23146e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -12314618.000000 Penalty: 3737.668701
	Iteration 68Q: 3 clusters Score -1.231462e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -12314596.000000 Penalty: 3737.668701
	Iteration 69Q: 3 clusters Score -1.23146e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -12314613.000000 Penalty: 3737.668701
	Iteration 70Q: 3 clusters Score -1.231461e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -12314588.000000 Penalty: 3737.668701
	Iteration 71Q: 3 clusters Score -1.231459e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -12314608.000000 Penalty: 3737.668701
	Iteration 72Q: 3 clusters Score -1.231461e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -12314587.000000 Penalty: 3737.668701
	Iteration 73Q: 3 clusters Score -1.231459e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -12314567.000000 Penalty: 3737.668701
	Iteration 74Q: 3 clusters Score -1.231457e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -12314571.000000 Penalty: 3737.668701
	Iteration 75Q: 3 clusters Score -1.231457e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -12314543.000000 Penalty: 3737.668701
	Iteration 76Q: 3 clusters Score -1.231454e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -12314514.000000 Penalty: 3737.668701
	Iteration 77Q: 3 clusters Score -1.231451e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -12314525.000000 Penalty: 3737.668701
	Iteration 78Q: 3 clusters Score -1.231452e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -12314486.000000 Penalty: 3737.668701
	Iteration 79Q: 3 clusters Score -1.231449e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -12314452.000000 Penalty: 3737.668701
	Iteration 80F: 3 clusters Score -1.231445e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -12314453.000000 Penalty: 3737.668701
	Iteration 81Q: 3 clusters Score -1.231445e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -12314457.000000 Penalty: 3737.668701
	Iteration 82Q: 3 clusters Score -1.231446e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -12314449.000000 Penalty: 3737.668701
	Iteration 83Q: 3 clusters Score -1.231445e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -12314409.000000 Penalty: 3737.668701
	Iteration 84Q: 3 clusters Score -1.231441e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -12314377.000000 Penalty: 3737.668701
	Iteration 85Q: 3 clusters Score -1.231438e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -12314376.000000 Penalty: 3737.668701
	Iteration 86Q: 3 clusters Score -1.231438e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -12314342.000000 Penalty: 3737.668701
	Iteration 87Q: 3 clusters Score -1.231434e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -12314326.000000 Penalty: 3737.668701
	Iteration 88Q: 3 clusters Score -1.231433e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -12314288.000000 Penalty: 3737.668701
	Iteration 89Q: 3 clusters Score -1.231429e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -12314276.000000 Penalty: 3737.668701
	Iteration 90Q: 3 clusters Score -1.231428e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -12314252.000000 Penalty: 3737.668701
	Iteration 91Q: 3 clusters Score -1.231425e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -12314247.000000 Penalty: 3737.668701
	Iteration 92Q: 3 clusters Score -1.231425e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -12314241.000000 Penalty: 3737.668701
	Iteration 93Q: 3 clusters Score -1.231424e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -12314217.000000 Penalty: 3737.668701
	Iteration 94Q: 3 clusters Score -1.231422e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -12314204.000000 Penalty: 3737.668701
	Iteration 95Q: 3 clusters Score -1.23142e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -12314185.000000 Penalty: 3737.668701
	Iteration 96Q: 3 clusters Score -1.231418e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -12314162.000000 Penalty: 3737.668701
	Iteration 97Q: 3 clusters Score -1.231416e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -12314156.000000 Penalty: 3737.668701
	Iteration 98Q: 3 clusters Score -1.231416e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -12314164.000000 Penalty: 3737.668701
	Iteration 99Q: 3 clusters Score -1.231416e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -12314125.000000 Penalty: 3737.668701
	Iteration 100F: 3 clusters Score -1.231412e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -12314110.000000 Penalty: 3737.668701
	Iteration 101Q: 3 clusters Score -1.231411e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -12314122.000000 Penalty: 3737.668701
	Iteration 102Q: 3 clusters Score -1.231412e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -12314108.000000 Penalty: 3737.668701
	Iteration 103Q: 3 clusters Score -1.231411e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -12314102.000000 Penalty: 3737.668701
	Iteration 104Q: 3 clusters Score -1.23141e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -12314055.000000 Penalty: 3737.668701
	Iteration 105Q: 3 clusters Score -1.231406e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -12314084.000000 Penalty: 3737.668701
	Iteration 106Q: 3 clusters Score -1.231408e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -12314078.000000 Penalty: 3737.668701
	Iteration 107Q: 3 clusters Score -1.231408e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -12314061.000000 Penalty: 3737.668701
	Iteration 108Q: 3 clusters Score -1.231406e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -12314060.000000 Penalty: 3737.668701
	Iteration 109Q: 3 clusters Score -1.231406e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -12314060.000000 Penalty: 3737.668701
	Iteration 110Q: 3 clusters Score -1.231406e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -12314077.000000 Penalty: 3737.668701
	Iteration 111Q: 3 clusters Score -1.231408e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -12314050.000000 Penalty: 3737.668701
	Iteration 112Q: 3 clusters Score -1.231405e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -12314069.000000 Penalty: 3737.668701
	Iteration 113Q: 3 clusters Score -1.231407e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -12314038.000000 Penalty: 3737.668701
	Iteration 114Q: 3 clusters Score -1.231404e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -12314016.000000 Penalty: 3737.668701
	Iteration 115Q: 3 clusters Score -1.231402e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -12314014.000000 Penalty: 3737.668701
	Iteration 116Q: 3 clusters Score -1.231401e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -12314028.000000 Penalty: 3737.668701
	Iteration 117Q: 3 clusters Score -1.231403e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -12314040.000000 Penalty: 3737.668701
	Iteration 118Q: 3 clusters Score -1.231404e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -12314029.000000 Penalty: 3737.668701
	Iteration 119Q: 3 clusters Score -1.231403e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -12314021.000000 Penalty: 3737.668701
	Iteration 120F: 3 clusters Score -1.231402e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -12314031.000000 Penalty: 3737.668701
	Iteration 121Q: 3 clusters Score -1.231403e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -12314030.000000 Penalty: 3737.668701
	Iteration 122Q: 3 clusters Score -1.231403e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -12314054.000000 Penalty: 3737.668701
	Iteration 123Q: 3 clusters Score -1.231405e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -12314017.000000 Penalty: 3737.668701
	Iteration 124Q: 3 clusters Score -1.231402e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -12314004.000000 Penalty: 3737.668701
	Iteration 125Q: 3 clusters Score -1.2314e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -12313988.000000 Penalty: 3737.668701
	Iteration 126Q: 3 clusters Score -1.231399e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -12313958.000000 Penalty: 3737.668701
	Iteration 127Q: 3 clusters Score -1.231396e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -12313962.000000 Penalty: 3737.668701
	Iteration 128Q: 3 clusters Score -1.231396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -12313964.000000 Penalty: 3737.668701
	Iteration 129Q: 3 clusters Score -1.231396e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -12313956.000000 Penalty: 3737.668701
	Iteration 130Q: 3 clusters Score -1.231396e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -12313964.000000 Penalty: 3737.668701
	Iteration 131Q: 3 clusters Score -1.231396e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -12313950.000000 Penalty: 3737.668701
	Iteration 132Q: 3 clusters Score -1.231395e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -12313936.000000 Penalty: 3737.668701
	Iteration 133Q: 3 clusters Score -1.231394e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -12313937.000000 Penalty: 3737.668701
	Iteration 134Q: 3 clusters Score -1.231394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -12313934.000000 Penalty: 3737.668701
	Iteration 135Q: 3 clusters Score -1.231393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -12313918.000000 Penalty: 3737.668701
	Iteration 136Q: 3 clusters Score -1.231392e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -12313911.000000 Penalty: 3737.668701
	Iteration 137Q: 3 clusters Score -1.231391e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -12313908.000000 Penalty: 3737.668701
	Iteration 138Q: 3 clusters Score -1.231391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -12313924.000000 Penalty: 3737.668701
	Iteration 139Q: 3 clusters Score -1.231392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -12313935.000000 Penalty: 3737.668701
	Iteration 140F: 3 clusters Score -1.231394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -12313927.000000 Penalty: 3737.668701
	Iteration 141Q: 3 clusters Score -1.231393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -12313933.000000 Penalty: 3737.668701
	Iteration 142Q: 3 clusters Score -1.231393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -12313938.000000 Penalty: 3737.668701
	Iteration 143Q: 3 clusters Score -1.231394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -12313935.000000 Penalty: 3737.668701
	Iteration 144Q: 3 clusters Score -1.231394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -12313936.000000 Penalty: 3737.668701
	Iteration 145Q: 3 clusters Score -1.231394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -12313936.000000 Penalty: 3737.668701
	Iteration 146Q: 3 clusters Score -1.231394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -12313923.000000 Penalty: 3737.668701
	Iteration 147Q: 3 clusters Score -1.231392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -12313923.000000 Penalty: 3737.668701
	Iteration 148F: 3 clusters Score -1.231392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -218315.937500 Penalty: 1226.468994
	Iteration 0F: 2 clusters Score -218315.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -216285.968750 Penalty: 2452.937988
	Iteration 0F: 3 clusters Score -216286 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -216749.171875 Penalty: 2452.937988
	Iteration 1F: 3 clusters Score -216749.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -216900.375000 Penalty: 2452.937988
	Iteration 2F: 3 clusters Score -216900.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -216996.359375 Penalty: 2452.937988
	Iteration 3F: 3 clusters Score -216996.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -217096.890625 Penalty: 2452.937988
	Iteration 4F: 3 clusters Score -217096.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -217194.656250 Penalty: 2452.937988
	Iteration 5Q: 3 clusters Score -217194.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -217303.640625 Penalty: 2452.937988
	Iteration 6Q: 3 clusters Score -217303.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -217419.156250 Penalty: 2452.937988
	Iteration 7Q: 3 clusters Score -217419.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -217525.531250 Penalty: 2452.937988
	Iteration 8Q: 3 clusters Score -217525.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -217635.531250 Penalty: 2452.937988
	Iteration 9Q: 3 clusters Score -217635.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -217762.812500 Penalty: 2452.937988
	Iteration 10Q: 3 clusters Score -217762.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -217892.140625 Penalty: 2452.937988
	Iteration 11Q: 3 clusters Score -217892.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -217998.171875 Penalty: 2452.937988
	Iteration 12Q: 3 clusters Score -217998.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -218064.421875 Penalty: 2452.937988
	Iteration 13Q: 3 clusters Score -218064.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -218106.515625 Penalty: 2452.937988
	Iteration 14Q: 3 clusters Score -218106.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -218129.687500 Penalty: 2452.937988
	Iteration 15Q: 3 clusters Score -218129.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -218141.093750 Penalty: 2452.937988
	Iteration 16Q: 3 clusters Score -218141.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -218152.125000 Penalty: 2452.937988
	Iteration 17Q: 3 clusters Score -218152.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -218158.296875 Penalty: 2452.937988
	Iteration 18Q: 3 clusters Score -218158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -218160.281250 Penalty: 2452.937988
	Iteration 19Q: 3 clusters Score -218160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -218170.171875 Penalty: 2452.937988
	Iteration 20F: 3 clusters Score -218170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -218178.328125 Penalty: 2452.937988
	Iteration 21Q: 3 clusters Score -218178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -218180.609375 Penalty: 2452.937988
	Iteration 22Q: 3 clusters Score -218180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -218182.218750 Penalty: 2452.937988
	Iteration 23Q: 3 clusters Score -218182.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -218182.359375 Penalty: 2452.937988
	Iteration 24Q: 3 clusters Score -218182.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -218182.359375 Penalty: 2452.937988
	Iteration 25F: 3 clusters Score -218182.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -454332.031250 Penalty: 1347.131836
	Iteration 0F: 2 clusters Score -454332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -451003.156250 Penalty: 2694.263672
	Iteration 0F: 3 clusters Score -451003.2 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -452031.437500 Penalty: 2694.263672
	Iteration 1F: 3 clusters Score -452031.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -452462.218750 Penalty: 2694.263672
	Iteration 2F: 3 clusters Score -452462.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -452914.625000 Penalty: 2694.263672
	Iteration 3F: 3 clusters Score -452914.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -453493.093750 Penalty: 2694.263672
	Iteration 4F: 3 clusters Score -453493.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -454085.281250 Penalty: 2694.263672
	Iteration 5F: 3 clusters Score -454085.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -454440.500000 Penalty: 2694.263672
	Iteration 6F: 3 clusters Score -454440.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -454535.843750 Penalty: 2694.263672
	Iteration 7Q: 3 clusters Score -454535.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -454568.406250 Penalty: 2694.263672
	Iteration 8Q: 3 clusters Score -454568.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -454587.218750 Penalty: 2694.263672
	Iteration 9Q: 3 clusters Score -454587.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -454594.250000 Penalty: 2694.263672
	Iteration 10Q: 3 clusters Score -454594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -454596.375000 Penalty: 2694.263672
	Iteration 11Q: 3 clusters Score -454596.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -454598.843750 Penalty: 2694.263672
	Iteration 12Q: 3 clusters Score -454598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -454599.156250 Penalty: 2694.263672
	Iteration 13Q: 3 clusters Score -454599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -454599.156250 Penalty: 2694.263672
	Iteration 14F: 3 clusters Score -454599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 96389 members 
Mstep: Class 4 contains 92577 members 
Mstep: Class 5 contains 98767 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23085 members 
Mstep: Class 11 contains 99617 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10265 members 
Mstep: Class 14 contains 8785 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 99253 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 82993 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 45668 members 
Mstep: Class 24 contains 29499 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6412 members 
Mstep: Class 28 contains 9125 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Mstep: Class 32 contains 2062 members 
Entering Unmasked Estep 
Score: -102227264.000000 Penalty: 70941.500000
Splitting cluster 7 changes total score from -102227904.000000 to -102227264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -22086.011719 Penalty: 902.355896
	Iteration 0F: 2 clusters Score -22086.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21393.423828 Penalty: 1804.711792
	Iteration 0F: 3 clusters Score -21393.42 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21567.318359 Penalty: 1804.711792
	Iteration 1F: 3 clusters Score -21567.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21731.867188 Penalty: 1804.711792
	Iteration 2F: 3 clusters Score -21731.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21844.597656 Penalty: 1804.711792
	Iteration 3F: 3 clusters Score -21844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21891.658203 Penalty: 1804.711792
	Iteration 4Q: 3 clusters Score -21891.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21898.326172 Penalty: 1804.711792
	Iteration 5Q: 3 clusters Score -21898.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21910.492188 Penalty: 1804.711792
	Iteration 6Q: 3 clusters Score -21910.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21910.492188 Penalty: 1804.711792
	Iteration 7F: 3 clusters Score -21910.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -44267.546875 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -44267.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43288.863281 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -43288.86 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43569.097656 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -43569.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43720.011719 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -43720.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43877.687500 Penalty: 1998.945923
	Iteration 3F: 3 clusters Score -43877.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43968.906250 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -43968.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44157.187500 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -44157.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44218.000000 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -44218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44246.449219 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -44246.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44251.117188 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -44251.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44251.117188 Penalty: 1998.945923
	Iteration 9F: 3 clusters Score -44251.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Entering Unmasked Estep 
Score: -2863006.750000 Penalty: 1632.627441
	Iteration 0F: 2 clusters Score -2863007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2847381.250000 Penalty: 3265.254883
	Iteration 0F: 3 clusters Score -2847381 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2853122.750000 Penalty: 3265.254883
	Iteration 1F: 3 clusters Score -2853123 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2853478.000000 Penalty: 3265.254883
	Iteration 2Q: 3 clusters Score -2853478 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2853807.750000 Penalty: 3265.254883
	Iteration 3Q: 3 clusters Score -2853808 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2854138.500000 Penalty: 3265.254883
	Iteration 4Q: 3 clusters Score -2854138 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2854494.250000 Penalty: 3265.254883
	Iteration 5Q: 3 clusters Score -2854494 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2854941.000000 Penalty: 3265.254883
	Iteration 6Q: 3 clusters Score -2854941 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2855479.250000 Penalty: 3265.254883
	Iteration 7Q: 3 clusters Score -2855479 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2856047.750000 Penalty: 3265.254883
	Iteration 8Q: 3 clusters Score -2856048 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2856771.500000 Penalty: 3265.254883
	Iteration 9Q: 3 clusters Score -2856772 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2857536.000000 Penalty: 3265.254883
	Iteration 10Q: 3 clusters Score -2857536 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2858216.500000 Penalty: 3265.254883
	Iteration 11Q: 3 clusters Score -2858216 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2858614.750000 Penalty: 3265.254883
	Iteration 12Q: 3 clusters Score -2858615 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2858837.250000 Penalty: 3265.254883
	Iteration 13Q: 3 clusters Score -2858837 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2859045.500000 Penalty: 3265.254883
	Iteration 14Q: 3 clusters Score -2859046 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2859224.000000 Penalty: 3265.254883
	Iteration 15Q: 3 clusters Score -2859224 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2859416.750000 Penalty: 3265.254883
	Iteration 16Q: 3 clusters Score -2859417 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2859614.000000 Penalty: 3265.254883
	Iteration 17Q: 3 clusters Score -2859614 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2859802.750000 Penalty: 3265.254883
	Iteration 18Q: 3 clusters Score -2859803 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2859985.500000 Penalty: 3265.254883
	Iteration 19Q: 3 clusters Score -2859986 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2860176.000000 Penalty: 3265.254883
	Iteration 20F: 3 clusters Score -2860176 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2860362.750000 Penalty: 3265.254883
	Iteration 21Q: 3 clusters Score -2860363 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2860528.500000 Penalty: 3265.254883
	Iteration 22Q: 3 clusters Score -2860528 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2860649.250000 Penalty: 3265.254883
	Iteration 23Q: 3 clusters Score -2860649 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2860755.500000 Penalty: 3265.254883
	Iteration 24Q: 3 clusters Score -2860756 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2860857.500000 Penalty: 3265.254883
	Iteration 25Q: 3 clusters Score -2860858 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2860941.750000 Penalty: 3265.254883
	Iteration 26Q: 3 clusters Score -2860942 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2861024.500000 Penalty: 3265.254883
	Iteration 27Q: 3 clusters Score -2861024 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2861109.750000 Penalty: 3265.254883
	Iteration 28Q: 3 clusters Score -2861110 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2861170.500000 Penalty: 3265.254883
	Iteration 29Q: 3 clusters Score -2861170 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2861226.000000 Penalty: 3265.254883
	Iteration 30Q: 3 clusters Score -2861226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2861275.500000 Penalty: 3265.254883
	Iteration 31Q: 3 clusters Score -2861276 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2861313.000000 Penalty: 3265.254883
	Iteration 32Q: 3 clusters Score -2861313 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2861336.750000 Penalty: 3265.254883
	Iteration 33Q: 3 clusters Score -2861337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2861366.250000 Penalty: 3265.254883
	Iteration 34Q: 3 clusters Score -2861366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2861376.250000 Penalty: 3265.254883
	Iteration 35Q: 3 clusters Score -2861376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2861388.500000 Penalty: 3265.254883
	Iteration 36Q: 3 clusters Score -2861388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2861403.000000 Penalty: 3265.254883
	Iteration 37Q: 3 clusters Score -2861403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2861405.500000 Penalty: 3265.254883
	Iteration 38Q: 3 clusters Score -2861406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2861415.000000 Penalty: 3265.254883
	Iteration 39Q: 3 clusters Score -2861415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2861420.000000 Penalty: 3265.254883
	Iteration 40F: 3 clusters Score -2861420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2861423.000000 Penalty: 3265.254883
	Iteration 41Q: 3 clusters Score -2861423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2861427.750000 Penalty: 3265.254883
	Iteration 42Q: 3 clusters Score -2861428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2861439.000000 Penalty: 3265.254883
	Iteration 43Q: 3 clusters Score -2861439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2861445.500000 Penalty: 3265.254883
	Iteration 44Q: 3 clusters Score -2861446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2861457.500000 Penalty: 3265.254883
	Iteration 45Q: 3 clusters Score -2861458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2861467.500000 Penalty: 3265.254883
	Iteration 46Q: 3 clusters Score -2861468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2861472.750000 Penalty: 3265.254883
	Iteration 47Q: 3 clusters Score -2861473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2861483.000000 Penalty: 3265.254883
	Iteration 48Q: 3 clusters Score -2861483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2861484.000000 Penalty: 3265.254883
	Iteration 49Q: 3 clusters Score -2861484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2861491.000000 Penalty: 3265.254883
	Iteration 50Q: 3 clusters Score -2861491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2861490.750000 Penalty: 3265.254883
	Iteration 51Q: 3 clusters Score -2861491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2861500.000000 Penalty: 3265.254883
	Iteration 52Q: 3 clusters Score -2861500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2861500.750000 Penalty: 3265.254883
	Iteration 53Q: 3 clusters Score -2861501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2861507.250000 Penalty: 3265.254883
	Iteration 54Q: 3 clusters Score -2861507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2861520.500000 Penalty: 3265.254883
	Iteration 55Q: 3 clusters Score -2861520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2861528.250000 Penalty: 3265.254883
	Iteration 56Q: 3 clusters Score -2861528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2861531.250000 Penalty: 3265.254883
	Iteration 57Q: 3 clusters Score -2861531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2861535.750000 Penalty: 3265.254883
	Iteration 58Q: 3 clusters Score -2861536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2861546.500000 Penalty: 3265.254883
	Iteration 59Q: 3 clusters Score -2861546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -2861551.750000 Penalty: 3265.254883
	Iteration 60F: 3 clusters Score -2861552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2861553.500000 Penalty: 3265.254883
	Iteration 61Q: 3 clusters Score -2861554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2861555.000000 Penalty: 3265.254883
	Iteration 62Q: 3 clusters Score -2861555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2861559.000000 Penalty: 3265.254883
	Iteration 63Q: 3 clusters Score -2861559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2861563.750000 Penalty: 3265.254883
	Iteration 64Q: 3 clusters Score -2861564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2861574.000000 Penalty: 3265.254883
	Iteration 65Q: 3 clusters Score -2861574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2861578.750000 Penalty: 3265.254883
	Iteration 66Q: 3 clusters Score -2861579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2861581.250000 Penalty: 3265.254883
	Iteration 67Q: 3 clusters Score -2861581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2861582.750000 Penalty: 3265.254883
	Iteration 68Q: 3 clusters Score -2861583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2861590.000000 Penalty: 3265.254883
	Iteration 69Q: 3 clusters Score -2861590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2861591.750000 Penalty: 3265.254883
	Iteration 70Q: 3 clusters Score -2861592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2861595.750000 Penalty: 3265.254883
	Iteration 71Q: 3 clusters Score -2861596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2861595.750000 Penalty: 3265.254883
	Iteration 72Q: 3 clusters Score -2861596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2861602.250000 Penalty: 3265.254883
	Iteration 73Q: 3 clusters Score -2861602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2861602.000000 Penalty: 3265.254883
	Iteration 74Q: 3 clusters Score -2861602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2861601.500000 Penalty: 3265.254883
	Iteration 75Q: 3 clusters Score -2861602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2861605.250000 Penalty: 3265.254883
	Iteration 76Q: 3 clusters Score -2861605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2861607.000000 Penalty: 3265.254883
	Iteration 77Q: 3 clusters Score -2861607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2861608.750000 Penalty: 3265.254883
	Iteration 78Q: 3 clusters Score -2861609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2861610.250000 Penalty: 3265.254883
	Iteration 79Q: 3 clusters Score -2861610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2861610.250000 Penalty: 3265.254883
	Iteration 80F: 3 clusters Score -2861610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (99617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Entering Unmasked Estep 
Score: -12269801.000000 Penalty: 1870.226929
	Iteration 0F: 2 clusters Score -1.22698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -12205070.000000 Penalty: 3740.453857
	Iteration 0F: 3 clusters Score -1.220507e+07 nChanged 47520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -12233350.000000 Penalty: 3740.453857
	Iteration 1F: 3 clusters Score -1.223335e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -12234589.000000 Penalty: 3740.453857
	Iteration 2Q: 3 clusters Score -1.223459e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -12236551.000000 Penalty: 3740.453857
	Iteration 3Q: 3 clusters Score -1.223655e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 61649 members 
Entering Unmasked Estep 
Score: -12239452.000000 Penalty: 3740.453857
	Iteration 4F: 3 clusters Score -1.223945e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -12243666.000000 Penalty: 3740.453857
	Iteration 5F: 3 clusters Score -1.224367e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -12249045.000000 Penalty: 3740.453857
	Iteration 6F: 3 clusters Score -1.224904e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -12254142.000000 Penalty: 3740.453857
	Iteration 7F: 3 clusters Score -1.225414e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -12257788.000000 Penalty: 3740.453857
	Iteration 8Q: 3 clusters Score -1.225779e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 82550 members 
Entering Unmasked Estep 
Score: -12260379.000000 Penalty: 3740.453857
	Iteration 9Q: 3 clusters Score -1.226038e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -12262439.000000 Penalty: 3740.453857
	Iteration 10Q: 3 clusters Score -1.226244e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -12263867.000000 Penalty: 3740.453857
	Iteration 11Q: 3 clusters Score -1.226387e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -12264838.000000 Penalty: 3740.453857
	Iteration 12Q: 3 clusters Score -1.226484e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 89814 members 
Entering Unmasked Estep 
Score: -12265746.000000 Penalty: 3740.453857
	Iteration 13Q: 3 clusters Score -1.226575e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 91315 members 
Entering Unmasked Estep 
Score: -12266434.000000 Penalty: 3740.453857
	Iteration 14Q: 3 clusters Score -1.226643e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -12266927.000000 Penalty: 3740.453857
	Iteration 15Q: 3 clusters Score -1.226693e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 93856 members 
Entering Unmasked Estep 
Score: -12267382.000000 Penalty: 3740.453857
	Iteration 16Q: 3 clusters Score -1.226738e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -12267724.000000 Penalty: 3740.453857
	Iteration 17Q: 3 clusters Score -1.226772e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -12267918.000000 Penalty: 3740.453857
	Iteration 18Q: 3 clusters Score -1.226792e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -12268033.000000 Penalty: 3740.453857
	Iteration 19Q: 3 clusters Score -1.226803e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -12268110.000000 Penalty: 3740.453857
	Iteration 20F: 3 clusters Score -1.226811e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -12268197.000000 Penalty: 3740.453857
	Iteration 21Q: 3 clusters Score -1.22682e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -12268185.000000 Penalty: 3740.453857
	Iteration 22Q: 3 clusters Score -1.226818e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -12268215.000000 Penalty: 3740.453857
	Iteration 23Q: 3 clusters Score -1.226822e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 98026 members 
Entering Unmasked Estep 
Score: -12268268.000000 Penalty: 3740.453857
	Iteration 24Q: 3 clusters Score -1.226827e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -12268264.000000 Penalty: 3740.453857
	Iteration 25Q: 3 clusters Score -1.226826e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 98293 members 
Entering Unmasked Estep 
Score: -12268311.000000 Penalty: 3740.453857
	Iteration 26Q: 3 clusters Score -1.226831e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -12268326.000000 Penalty: 3740.453857
	Iteration 27Q: 3 clusters Score -1.226833e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -12268343.000000 Penalty: 3740.453857
	Iteration 28Q: 3 clusters Score -1.226834e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -12268355.000000 Penalty: 3740.453857
	Iteration 29Q: 3 clusters Score -1.226836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 98561 members 
Entering Unmasked Estep 
Score: -12268359.000000 Penalty: 3740.453857
	Iteration 30Q: 3 clusters Score -1.226836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 98590 members 
Entering Unmasked Estep 
Score: -12268362.000000 Penalty: 3740.453857
	Iteration 31Q: 3 clusters Score -1.226836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 98622 members 
Entering Unmasked Estep 
Score: -12268359.000000 Penalty: 3740.453857
	Iteration 32Q: 3 clusters Score -1.226836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -12268338.000000 Penalty: 3740.453857
	Iteration 33Q: 3 clusters Score -1.226834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 98677 members 
Entering Unmasked Estep 
Score: -12268361.000000 Penalty: 3740.453857
	Iteration 34Q: 3 clusters Score -1.226836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -12268361.000000 Penalty: 3740.453857
	Iteration 35Q: 3 clusters Score -1.226836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -12268364.000000 Penalty: 3740.453857
	Iteration 36Q: 3 clusters Score -1.226836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -12268382.000000 Penalty: 3740.453857
	Iteration 37Q: 3 clusters Score -1.226838e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -12268409.000000 Penalty: 3740.453857
	Iteration 38Q: 3 clusters Score -1.226841e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -12268391.000000 Penalty: 3740.453857
	Iteration 39Q: 3 clusters Score -1.226839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 98800 members 
Entering Unmasked Estep 
Score: -12268411.000000 Penalty: 3740.453857
	Iteration 40F: 3 clusters Score -1.226841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -12268399.000000 Penalty: 3740.453857
	Iteration 41Q: 3 clusters Score -1.22684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 98808 members 
Entering Unmasked Estep 
Score: -12268405.000000 Penalty: 3740.453857
	Iteration 42Q: 3 clusters Score -1.22684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -12268402.000000 Penalty: 3740.453857
	Iteration 43Q: 3 clusters Score -1.22684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -12268407.000000 Penalty: 3740.453857
	Iteration 44Q: 3 clusters Score -1.226841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 98810 members 
Entering Unmasked Estep 
Score: -12268401.000000 Penalty: 3740.453857
	Iteration 45Q: 3 clusters Score -1.22684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 98811 members 
Entering Unmasked Estep 
Score: -12268401.000000 Penalty: 3740.453857
	Iteration 46Q: 3 clusters Score -1.22684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -12268408.000000 Penalty: 3740.453857
	Iteration 47Q: 3 clusters Score -1.226841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -12268403.000000 Penalty: 3740.453857
	Iteration 48Q: 3 clusters Score -1.22684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -12268403.000000 Penalty: 3740.453857
	Iteration 49F: 3 clusters Score -1.22684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Entering Unmasked Estep 
Score: -213446.953125 Penalty: 1223.441284
	Iteration 0F: 2 clusters Score -213447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -211441.718750 Penalty: 2446.882568
	Iteration 0F: 3 clusters Score -211441.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -211963.109375 Penalty: 2446.882568
	Iteration 1F: 3 clusters Score -211963.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -212122.484375 Penalty: 2446.882568
	Iteration 2F: 3 clusters Score -212122.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -212232.640625 Penalty: 2446.882568
	Iteration 3F: 3 clusters Score -212232.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -212327.562500 Penalty: 2446.882568
	Iteration 4Q: 3 clusters Score -212327.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -212421.765625 Penalty: 2446.882568
	Iteration 5Q: 3 clusters Score -212421.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -212526.421875 Penalty: 2446.882568
	Iteration 6Q: 3 clusters Score -212526.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -212634.796875 Penalty: 2446.882568
	Iteration 7Q: 3 clusters Score -212634.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -212692.718750 Penalty: 2446.882568
	Iteration 8Q: 3 clusters Score -212692.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -212736.515625 Penalty: 2446.882568
	Iteration 9Q: 3 clusters Score -212736.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -212764.718750 Penalty: 2446.882568
	Iteration 10Q: 3 clusters Score -212764.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -212783.390625 Penalty: 2446.882568
	Iteration 11Q: 3 clusters Score -212783.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -212799.046875 Penalty: 2446.882568
	Iteration 12Q: 3 clusters Score -212799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -212813.015625 Penalty: 2446.882568
	Iteration 13Q: 3 clusters Score -212813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -212828.781250 Penalty: 2446.882568
	Iteration 14Q: 3 clusters Score -212828.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -212837.359375 Penalty: 2446.882568
	Iteration 15Q: 3 clusters Score -212837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -212841.015625 Penalty: 2446.882568
	Iteration 16Q: 3 clusters Score -212841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212846.921875 Penalty: 2446.882568
	Iteration 17Q: 3 clusters Score -212846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212851.328125 Penalty: 2446.882568
	Iteration 18Q: 3 clusters Score -212851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -212853.078125 Penalty: 2446.882568
	Iteration 19Q: 3 clusters Score -212853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -212855.078125 Penalty: 2446.882568
	Iteration 20F: 3 clusters Score -212855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -212855.765625 Penalty: 2446.882568
	Iteration 21Q: 3 clusters Score -212855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -212856.437500 Penalty: 2446.882568
	Iteration 22Q: 3 clusters Score -212856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -212857.812500 Penalty: 2446.882568
	Iteration 23Q: 3 clusters Score -212857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -212859.203125 Penalty: 2446.882568
	Iteration 24Q: 3 clusters Score -212859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -212860.375000 Penalty: 2446.882568
	Iteration 25Q: 3 clusters Score -212860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -212861.765625 Penalty: 2446.882568
	Iteration 26Q: 3 clusters Score -212861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -212863.140625 Penalty: 2446.882568
	Iteration 27Q: 3 clusters Score -212863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -212863.718750 Penalty: 2446.882568
	Iteration 28Q: 3 clusters Score -212863.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -212863.718750 Penalty: 2446.882568
	Iteration 29F: 3 clusters Score -212863.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Entering Unmasked Estep 
Score: -1231934.875000 Penalty: 1500.930420
	Iteration 0F: 2 clusters Score -1231935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1224582.500000 Penalty: 3001.860840
	Iteration 0F: 3 clusters Score -1224582 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1227081.625000 Penalty: 3001.860840
	Iteration 1F: 3 clusters Score -1227082 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1227386.000000 Penalty: 3001.860840
	Iteration 2F: 3 clusters Score -1227386 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1227642.375000 Penalty: 3001.860840
	Iteration 3F: 3 clusters Score -1227642 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1227863.750000 Penalty: 3001.860840
	Iteration 4Q: 3 clusters Score -1227864 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1228093.250000 Penalty: 3001.860840
	Iteration 5Q: 3 clusters Score -1228093 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1228352.750000 Penalty: 3001.860840
	Iteration 6Q: 3 clusters Score -1228353 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1228651.125000 Penalty: 3001.860840
	Iteration 7Q: 3 clusters Score -1228651 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1228942.000000 Penalty: 3001.860840
	Iteration 8Q: 3 clusters Score -1228942 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1229197.125000 Penalty: 3001.860840
	Iteration 9Q: 3 clusters Score -1229197 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1229397.500000 Penalty: 3001.860840
	Iteration 10Q: 3 clusters Score -1229398 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1229546.500000 Penalty: 3001.860840
	Iteration 11Q: 3 clusters Score -1229546 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1229684.000000 Penalty: 3001.860840
	Iteration 12Q: 3 clusters Score -1229684 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1229799.625000 Penalty: 3001.860840
	Iteration 13Q: 3 clusters Score -1229800 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1229900.875000 Penalty: 3001.860840
	Iteration 14Q: 3 clusters Score -1229901 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1230003.875000 Penalty: 3001.860840
	Iteration 15Q: 3 clusters Score -1230004 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1230098.875000 Penalty: 3001.860840
	Iteration 16Q: 3 clusters Score -1230099 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1230192.875000 Penalty: 3001.860840
	Iteration 17Q: 3 clusters Score -1230193 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1230288.625000 Penalty: 3001.860840
	Iteration 18Q: 3 clusters Score -1230289 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1230389.375000 Penalty: 3001.860840
	Iteration 19Q: 3 clusters Score -1230389 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1230479.000000 Penalty: 3001.860840
	Iteration 20F: 3 clusters Score -1230479 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1230569.250000 Penalty: 3001.860840
	Iteration 21Q: 3 clusters Score -1230569 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1230666.875000 Penalty: 3001.860840
	Iteration 22Q: 3 clusters Score -1230667 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1230755.500000 Penalty: 3001.860840
	Iteration 23Q: 3 clusters Score -1230756 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1230821.250000 Penalty: 3001.860840
	Iteration 24Q: 3 clusters Score -1230821 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1230878.875000 Penalty: 3001.860840
	Iteration 25Q: 3 clusters Score -1230879 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1230930.500000 Penalty: 3001.860840
	Iteration 26Q: 3 clusters Score -1230930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1230955.750000 Penalty: 3001.860840
	Iteration 27Q: 3 clusters Score -1230956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1230972.375000 Penalty: 3001.860840
	Iteration 28Q: 3 clusters Score -1230972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1230987.000000 Penalty: 3001.860840
	Iteration 29Q: 3 clusters Score -1230987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1231003.500000 Penalty: 3001.860840
	Iteration 30Q: 3 clusters Score -1231004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1231013.875000 Penalty: 3001.860840
	Iteration 31Q: 3 clusters Score -1231014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1231031.625000 Penalty: 3001.860840
	Iteration 32Q: 3 clusters Score -1231032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1231049.875000 Penalty: 3001.860840
	Iteration 33Q: 3 clusters Score -1231050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1231063.375000 Penalty: 3001.860840
	Iteration 34Q: 3 clusters Score -1231063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1231074.750000 Penalty: 3001.860840
	Iteration 35Q: 3 clusters Score -1231075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1231086.875000 Penalty: 3001.860840
	Iteration 36Q: 3 clusters Score -1231087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1231094.000000 Penalty: 3001.860840
	Iteration 37Q: 3 clusters Score -1231094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1231101.125000 Penalty: 3001.860840
	Iteration 38Q: 3 clusters Score -1231101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1231104.375000 Penalty: 3001.860840
	Iteration 39Q: 3 clusters Score -1231104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1231111.375000 Penalty: 3001.860840
	Iteration 40F: 3 clusters Score -1231111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1231111.500000 Penalty: 3001.860840
	Iteration 41Q: 3 clusters Score -1231112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1231115.750000 Penalty: 3001.860840
	Iteration 42Q: 3 clusters Score -1231116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1231116.375000 Penalty: 3001.860840
	Iteration 43Q: 3 clusters Score -1231116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1231118.000000 Penalty: 3001.860840
	Iteration 44Q: 3 clusters Score -1231118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1231120.625000 Penalty: 3001.860840
	Iteration 45Q: 3 clusters Score -1231121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1231119.000000 Penalty: 3001.860840
	Iteration 46Q: 3 clusters Score -1231119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1231120.750000 Penalty: 3001.860840
	Iteration 47Q: 3 clusters Score -1231121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1231121.000000 Penalty: 3001.860840
	Iteration 48Q: 3 clusters Score -1231121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1231119.125000 Penalty: 3001.860840
	Iteration 49Q: 3 clusters Score -1231119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1231119.000000 Penalty: 3001.860840
	Iteration 50Q: 3 clusters Score -1231119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1231117.625000 Penalty: 3001.860840
	Iteration 51Q: 3 clusters Score -1231118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1231116.875000 Penalty: 3001.860840
	Iteration 52Q: 3 clusters Score -1231117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1231116.875000 Penalty: 3001.860840
	Iteration 53F: 3 clusters Score -1231117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Entering Unmasked Estep 
Score: -1070120.875000 Penalty: 1475.630127
	Iteration 0F: 2 clusters Score -1070121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1063681.375000 Penalty: 2951.260254
	Iteration 0F: 3 clusters Score -1063681 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1065674.250000 Penalty: 2951.260254
	Iteration 1F: 3 clusters Score -1065674 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1065897.000000 Penalty: 2951.260254
	Iteration 2F: 3 clusters Score -1065897 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1066083.750000 Penalty: 2951.260254
	Iteration 3Q: 3 clusters Score -1066084 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1066251.250000 Penalty: 2951.260254
	Iteration 4Q: 3 clusters Score -1066251 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1066405.125000 Penalty: 2951.260254
	Iteration 5Q: 3 clusters Score -1066405 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1066558.125000 Penalty: 2951.260254
	Iteration 6Q: 3 clusters Score -1066558 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1066702.875000 Penalty: 2951.260254
	Iteration 7Q: 3 clusters Score -1066703 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1066863.750000 Penalty: 2951.260254
	Iteration 8Q: 3 clusters Score -1066864 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1066989.000000 Penalty: 2951.260254
	Iteration 9Q: 3 clusters Score -1066989 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1067138.625000 Penalty: 2951.260254
	Iteration 10Q: 3 clusters Score -1067139 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1067290.125000 Penalty: 2951.260254
	Iteration 11Q: 3 clusters Score -1067290 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1067421.250000 Penalty: 2951.260254
	Iteration 12Q: 3 clusters Score -1067421 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1067524.125000 Penalty: 2951.260254
	Iteration 13Q: 3 clusters Score -1067524 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1067609.875000 Penalty: 2951.260254
	Iteration 14Q: 3 clusters Score -1067610 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1067686.125000 Penalty: 2951.260254
	Iteration 15Q: 3 clusters Score -1067686 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1067756.250000 Penalty: 2951.260254
	Iteration 16Q: 3 clusters Score -1067756 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1067812.875000 Penalty: 2951.260254
	Iteration 17Q: 3 clusters Score -1067813 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1067879.500000 Penalty: 2951.260254
	Iteration 18Q: 3 clusters Score -1067880 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1067943.500000 Penalty: 2951.260254
	Iteration 19Q: 3 clusters Score -1067944 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1068024.625000 Penalty: 2951.260254
	Iteration 20F: 3 clusters Score -1068025 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1068142.000000 Penalty: 2951.260254
	Iteration 21Q: 3 clusters Score -1068142 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1068279.625000 Penalty: 2951.260254
	Iteration 22Q: 3 clusters Score -1068280 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1068400.375000 Penalty: 2951.260254
	Iteration 23Q: 3 clusters Score -1068400 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1068496.625000 Penalty: 2951.260254
	Iteration 24Q: 3 clusters Score -1068497 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1068551.625000 Penalty: 2951.260254
	Iteration 25Q: 3 clusters Score -1068552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1068582.750000 Penalty: 2951.260254
	Iteration 26Q: 3 clusters Score -1068583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1068601.875000 Penalty: 2951.260254
	Iteration 27Q: 3 clusters Score -1068602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1068619.500000 Penalty: 2951.260254
	Iteration 28Q: 3 clusters Score -1068620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1068645.125000 Penalty: 2951.260254
	Iteration 29Q: 3 clusters Score -1068645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1068670.625000 Penalty: 2951.260254
	Iteration 30Q: 3 clusters Score -1068671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1068684.375000 Penalty: 2951.260254
	Iteration 31Q: 3 clusters Score -1068684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1068700.750000 Penalty: 2951.260254
	Iteration 32Q: 3 clusters Score -1068701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1068711.625000 Penalty: 2951.260254
	Iteration 33Q: 3 clusters Score -1068712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1068718.500000 Penalty: 2951.260254
	Iteration 34Q: 3 clusters Score -1068718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1068725.875000 Penalty: 2951.260254
	Iteration 35Q: 3 clusters Score -1068726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1068736.125000 Penalty: 2951.260254
	Iteration 36Q: 3 clusters Score -1068736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1068751.750000 Penalty: 2951.260254
	Iteration 37Q: 3 clusters Score -1068752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1068760.500000 Penalty: 2951.260254
	Iteration 38Q: 3 clusters Score -1068760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1068771.500000 Penalty: 2951.260254
	Iteration 39Q: 3 clusters Score -1068772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1068780.875000 Penalty: 2951.260254
	Iteration 40F: 3 clusters Score -1068781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1068783.750000 Penalty: 2951.260254
	Iteration 41Q: 3 clusters Score -1068784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1068787.000000 Penalty: 2951.260254
	Iteration 42Q: 3 clusters Score -1068787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1068787.875000 Penalty: 2951.260254
	Iteration 43Q: 3 clusters Score -1068788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1068790.375000 Penalty: 2951.260254
	Iteration 44Q: 3 clusters Score -1068790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1068793.625000 Penalty: 2951.260254
	Iteration 45Q: 3 clusters Score -1068794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1068793.250000 Penalty: 2951.260254
	Iteration 46Q: 3 clusters Score -1068793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1068795.125000 Penalty: 2951.260254
	Iteration 47Q: 3 clusters Score -1068795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1068797.125000 Penalty: 2951.260254
	Iteration 48Q: 3 clusters Score -1068797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1068798.000000 Penalty: 2951.260254
	Iteration 49Q: 3 clusters Score -1068798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1068798.750000 Penalty: 2951.260254
	Iteration 50Q: 3 clusters Score -1068799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1068800.625000 Penalty: 2951.260254
	Iteration 51Q: 3 clusters Score -1068801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1068803.750000 Penalty: 2951.260254
	Iteration 52Q: 3 clusters Score -1068804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1068805.000000 Penalty: 2951.260254
	Iteration 53Q: 3 clusters Score -1068805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1068808.750000 Penalty: 2951.260254
	Iteration 54Q: 3 clusters Score -1068809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1068809.750000 Penalty: 2951.260254
	Iteration 55Q: 3 clusters Score -1068810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1068813.000000 Penalty: 2951.260254
	Iteration 56Q: 3 clusters Score -1068813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1068816.750000 Penalty: 2951.260254
	Iteration 57Q: 3 clusters Score -1068817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1068823.625000 Penalty: 2951.260254
	Iteration 58Q: 3 clusters Score -1068824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1068825.625000 Penalty: 2951.260254
	Iteration 59Q: 3 clusters Score -1068826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1068832.250000 Penalty: 2951.260254
	Iteration 60F: 3 clusters Score -1068832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1068835.125000 Penalty: 2951.260254
	Iteration 61Q: 3 clusters Score -1068835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1068840.000000 Penalty: 2951.260254
	Iteration 62Q: 3 clusters Score -1068840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1068842.125000 Penalty: 2951.260254
	Iteration 63Q: 3 clusters Score -1068842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1068843.000000 Penalty: 2951.260254
	Iteration 64Q: 3 clusters Score -1068843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1068842.750000 Penalty: 2951.260254
	Iteration 65Q: 3 clusters Score -1068843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1068844.875000 Penalty: 2951.260254
	Iteration 66Q: 3 clusters Score -1068845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1068846.375000 Penalty: 2951.260254
	Iteration 67Q: 3 clusters Score -1068846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1068848.000000 Penalty: 2951.260254
	Iteration 68Q: 3 clusters Score -1068848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1068848.000000 Penalty: 2951.260254
	Iteration 69Q: 3 clusters Score -1068848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1068847.875000 Penalty: 2951.260254
	Iteration 70Q: 3 clusters Score -1068848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1068849.625000 Penalty: 2951.260254
	Iteration 71Q: 3 clusters Score -1068850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1068851.875000 Penalty: 2951.260254
	Iteration 72Q: 3 clusters Score -1068852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1068851.250000 Penalty: 2951.260254
	Iteration 73Q: 3 clusters Score -1068851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1068851.625000 Penalty: 2951.260254
	Iteration 74Q: 3 clusters Score -1068852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1068852.375000 Penalty: 2951.260254
	Iteration 75Q: 3 clusters Score -1068852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1068852.375000 Penalty: 2951.260254
	Iteration 76F: 3 clusters Score -1068852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -219156.921875 Penalty: 1230.615234
	Iteration 0F: 2 clusters Score -219156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -217109.296875 Penalty: 2461.230469
	Iteration 0F: 3 clusters Score -217109.3 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -217595.484375 Penalty: 2461.230469
	Iteration 1F: 3 clusters Score -217595.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -217752.500000 Penalty: 2461.230469
	Iteration 2F: 3 clusters Score -217752.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -217869.906250 Penalty: 2461.230469
	Iteration 3F: 3 clusters Score -217869.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -217956.281250 Penalty: 2461.230469
	Iteration 4F: 3 clusters Score -217956.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -218020.734375 Penalty: 2461.230469
	Iteration 5Q: 3 clusters Score -218020.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -218096.515625 Penalty: 2461.230469
	Iteration 6Q: 3 clusters Score -218096.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -218160.000000 Penalty: 2461.230469
	Iteration 7Q: 3 clusters Score -218160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -218242.906250 Penalty: 2461.230469
	Iteration 8Q: 3 clusters Score -218242.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -218331.375000 Penalty: 2461.230469
	Iteration 9Q: 3 clusters Score -218331.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -218423.765625 Penalty: 2461.230469
	Iteration 10Q: 3 clusters Score -218423.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -218489.343750 Penalty: 2461.230469
	Iteration 11Q: 3 clusters Score -218489.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -218527.796875 Penalty: 2461.230469
	Iteration 12Q: 3 clusters Score -218527.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -218561.046875 Penalty: 2461.230469
	Iteration 13Q: 3 clusters Score -218561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -218591.109375 Penalty: 2461.230469
	Iteration 14Q: 3 clusters Score -218591.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -218615.671875 Penalty: 2461.230469
	Iteration 15Q: 3 clusters Score -218615.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -218629.125000 Penalty: 2461.230469
	Iteration 16Q: 3 clusters Score -218629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -218633.671875 Penalty: 2461.230469
	Iteration 17Q: 3 clusters Score -218633.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -218638.281250 Penalty: 2461.230469
	Iteration 18Q: 3 clusters Score -218638.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -218642.421875 Penalty: 2461.230469
	Iteration 19Q: 3 clusters Score -218642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -218645.625000 Penalty: 2461.230469
	Iteration 20F: 3 clusters Score -218645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -218649.421875 Penalty: 2461.230469
	Iteration 21Q: 3 clusters Score -218649.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -218653.484375 Penalty: 2461.230469
	Iteration 22Q: 3 clusters Score -218653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -218655.734375 Penalty: 2461.230469
	Iteration 23Q: 3 clusters Score -218655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -218658.687500 Penalty: 2461.230469
	Iteration 24Q: 3 clusters Score -218658.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -218661.421875 Penalty: 2461.230469
	Iteration 25Q: 3 clusters Score -218661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -218661.578125 Penalty: 2461.230469
	Iteration 26Q: 3 clusters Score -218661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -218661.578125 Penalty: 2461.230469
	Iteration 27F: 3 clusters Score -218661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (99253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Entering Unmasked Estep 
Score: -12421600.000000 Penalty: 1869.631958
	Iteration 0F: 2 clusters Score -1.24216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -12364667.000000 Penalty: 3739.263916
	Iteration 0F: 3 clusters Score -1.236467e+07 nChanged 47478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -12392519.000000 Penalty: 3739.263916
	Iteration 1F: 3 clusters Score -1.239252e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -12393480.000000 Penalty: 3739.263916
	Iteration 2Q: 3 clusters Score -1.239348e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -12394656.000000 Penalty: 3739.263916
	Iteration 3Q: 3 clusters Score -1.239466e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -12396551.000000 Penalty: 3739.263916
	Iteration 4Q: 3 clusters Score -1.239655e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -12399664.000000 Penalty: 3739.263916
	Iteration 5F: 3 clusters Score -1.239966e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -12404403.000000 Penalty: 3739.263916
	Iteration 6F: 3 clusters Score -1.24044e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -12410167.000000 Penalty: 3739.263916
	Iteration 7F: 3 clusters Score -1.241017e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -12415650.000000 Penalty: 3739.263916
	Iteration 8F: 3 clusters Score -1.241565e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -12418860.000000 Penalty: 3739.263916
	Iteration 9F: 3 clusters Score -1.241886e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -12420272.000000 Penalty: 3739.263916
	Iteration 10Q: 3 clusters Score -1.242027e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78765 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -12420878.000000 Penalty: 3739.263916
	Iteration 11Q: 3 clusters Score -1.242088e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -12421504.000000 Penalty: 3739.263916
	Iteration 12Q: 3 clusters Score -1.24215e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -12421956.000000 Penalty: 3739.263916
	Iteration 13Q: 3 clusters Score -1.242196e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83030 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -12422251.000000 Penalty: 3739.263916
	Iteration 14Q: 3 clusters Score -1.242225e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -12422291.000000 Penalty: 3739.263916
	Iteration 15Q: 3 clusters Score -1.242229e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -12422197.000000 Penalty: 3739.263916
	Iteration 16Q: 3 clusters Score -1.24222e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -12422123.000000 Penalty: 3739.263916
	Iteration 17Q: 3 clusters Score -1.242212e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -12421894.000000 Penalty: 3739.263916
	Iteration 18Q: 3 clusters Score -1.242189e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -12421803.000000 Penalty: 3739.263916
	Iteration 19Q: 3 clusters Score -1.24218e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -12421644.000000 Penalty: 3739.263916
	Iteration 20F: 3 clusters Score -1.242164e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -12421360.000000 Penalty: 3739.263916
	Iteration 21Q: 3 clusters Score -1.242136e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -12421228.000000 Penalty: 3739.263916
	Iteration 22Q: 3 clusters Score -1.242123e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -12421107.000000 Penalty: 3739.263916
	Iteration 23Q: 3 clusters Score -1.242111e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -12421057.000000 Penalty: 3739.263916
	Iteration 24Q: 3 clusters Score -1.242106e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -12421011.000000 Penalty: 3739.263916
	Iteration 25Q: 3 clusters Score -1.242101e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -12420925.000000 Penalty: 3739.263916
	Iteration 26Q: 3 clusters Score -1.242092e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -12420863.000000 Penalty: 3739.263916
	Iteration 27Q: 3 clusters Score -1.242086e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -12420721.000000 Penalty: 3739.263916
	Iteration 28Q: 3 clusters Score -1.242072e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -12420705.000000 Penalty: 3739.263916
	Iteration 29Q: 3 clusters Score -1.24207e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97308 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12420633.000000 Penalty: 3739.263916
	Iteration 30Q: 3 clusters Score -1.242063e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -12420607.000000 Penalty: 3739.263916
	Iteration 31Q: 3 clusters Score -1.242061e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12420575.000000 Penalty: 3739.263916
	Iteration 32Q: 3 clusters Score -1.242058e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12420560.000000 Penalty: 3739.263916
	Iteration 33Q: 3 clusters Score -1.242056e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -12420541.000000 Penalty: 3739.263916
	Iteration 34Q: 3 clusters Score -1.242054e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97942 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -12420472.000000 Penalty: 3739.263916
	Iteration 35Q: 3 clusters Score -1.242047e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12420438.000000 Penalty: 3739.263916
	Iteration 36Q: 3 clusters Score -1.242044e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98063 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12420431.000000 Penalty: 3739.263916
	Iteration 37Q: 3 clusters Score -1.242043e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12420411.000000 Penalty: 3739.263916
	Iteration 38Q: 3 clusters Score -1.242041e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -12420415.000000 Penalty: 3739.263916
	Iteration 39Q: 3 clusters Score -1.242042e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12420420.000000 Penalty: 3739.263916
	Iteration 40F: 3 clusters Score -1.242042e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12420412.000000 Penalty: 3739.263916
	Iteration 41Q: 3 clusters Score -1.242041e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12420411.000000 Penalty: 3739.263916
	Iteration 42Q: 3 clusters Score -1.242041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12420398.000000 Penalty: 3739.263916
	Iteration 43Q: 3 clusters Score -1.24204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12420392.000000 Penalty: 3739.263916
	Iteration 44Q: 3 clusters Score -1.242039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12420392.000000 Penalty: 3739.263916
	Iteration 45Q: 3 clusters Score -1.242039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12420381.000000 Penalty: 3739.263916
	Iteration 46Q: 3 clusters Score -1.242038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98301 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12420383.000000 Penalty: 3739.263916
	Iteration 47Q: 3 clusters Score -1.242038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12420393.000000 Penalty: 3739.263916
	Iteration 48Q: 3 clusters Score -1.242039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12420381.000000 Penalty: 3739.263916
	Iteration 49Q: 3 clusters Score -1.242038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12420367.000000 Penalty: 3739.263916
	Iteration 50Q: 3 clusters Score -1.242037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12420383.000000 Penalty: 3739.263916
	Iteration 51Q: 3 clusters Score -1.242038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98359 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12420367.000000 Penalty: 3739.263916
	Iteration 52Q: 3 clusters Score -1.242037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12420375.000000 Penalty: 3739.263916
	Iteration 53Q: 3 clusters Score -1.242038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12420362.000000 Penalty: 3739.263916
	Iteration 54Q: 3 clusters Score -1.242036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12420369.000000 Penalty: 3739.263916
	Iteration 55Q: 3 clusters Score -1.242037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98378 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12420367.000000 Penalty: 3739.263916
	Iteration 56Q: 3 clusters Score -1.242037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12420380.000000 Penalty: 3739.263916
	Iteration 57Q: 3 clusters Score -1.242038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12420377.000000 Penalty: 3739.263916
	Iteration 58Q: 3 clusters Score -1.242038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12420380.000000 Penalty: 3739.263916
	Iteration 59Q: 3 clusters Score -1.242038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -12420388.000000 Penalty: 3739.263916
	Iteration 60F: 3 clusters Score -1.242039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98405 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12420373.000000 Penalty: 3739.263916
	Iteration 61Q: 3 clusters Score -1.242037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98411 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12420363.000000 Penalty: 3739.263916
	Iteration 62Q: 3 clusters Score -1.242036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98419 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12420369.000000 Penalty: 3739.263916
	Iteration 63Q: 3 clusters Score -1.242037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12420362.000000 Penalty: 3739.263916
	Iteration 64Q: 3 clusters Score -1.242036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12420358.000000 Penalty: 3739.263916
	Iteration 65Q: 3 clusters Score -1.242036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12420361.000000 Penalty: 3739.263916
	Iteration 66Q: 3 clusters Score -1.242036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12420364.000000 Penalty: 3739.263916
	Iteration 67Q: 3 clusters Score -1.242036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98447 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12420370.000000 Penalty: 3739.263916
	Iteration 68Q: 3 clusters Score -1.242037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12420366.000000 Penalty: 3739.263916
	Iteration 69Q: 3 clusters Score -1.242037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98455 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12420375.000000 Penalty: 3739.263916
	Iteration 70Q: 3 clusters Score -1.242038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98458 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12420375.000000 Penalty: 3739.263916
	Iteration 71Q: 3 clusters Score -1.242038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12420376.000000 Penalty: 3739.263916
	Iteration 72Q: 3 clusters Score -1.242038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98469 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12420381.000000 Penalty: 3739.263916
	Iteration 73Q: 3 clusters Score -1.242038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98473 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12420395.000000 Penalty: 3739.263916
	Iteration 74Q: 3 clusters Score -1.24204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -12420377.000000 Penalty: 3739.263916
	Iteration 75Q: 3 clusters Score -1.242038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12420383.000000 Penalty: 3739.263916
	Iteration 76Q: 3 clusters Score -1.242038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12420385.000000 Penalty: 3739.263916
	Iteration 77Q: 3 clusters Score -1.242038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12420387.000000 Penalty: 3739.263916
	Iteration 78Q: 3 clusters Score -1.242039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12420393.000000 Penalty: 3739.263916
	Iteration 79Q: 3 clusters Score -1.242039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98482 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12420385.000000 Penalty: 3739.263916
	Iteration 80F: 3 clusters Score -1.242038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Entering Unmasked Estep 
Score: -452787.750000 Penalty: 1340.768188
	Iteration 0F: 2 clusters Score -452787.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -449550.937500 Penalty: 2681.536377
	Iteration 0F: 3 clusters Score -449550.9 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -450362.093750 Penalty: 2681.536377
	Iteration 1F: 3 clusters Score -450362.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -450505.750000 Penalty: 2681.536377
	Iteration 2F: 3 clusters Score -450505.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -450585.875000 Penalty: 2681.536377
	Iteration 3Q: 3 clusters Score -450585.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -450655.031250 Penalty: 2681.536377
	Iteration 4Q: 3 clusters Score -450655 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -450702.281250 Penalty: 2681.536377
	Iteration 5Q: 3 clusters Score -450702.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -450739.187500 Penalty: 2681.536377
	Iteration 6Q: 3 clusters Score -450739.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -450768.437500 Penalty: 2681.536377
	Iteration 7Q: 3 clusters Score -450768.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -450791.625000 Penalty: 2681.536377
	Iteration 8Q: 3 clusters Score -450791.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -450808.406250 Penalty: 2681.536377
	Iteration 9Q: 3 clusters Score -450808.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -450819.031250 Penalty: 2681.536377
	Iteration 10Q: 3 clusters Score -450819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -450829.218750 Penalty: 2681.536377
	Iteration 11Q: 3 clusters Score -450829.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -450842.343750 Penalty: 2681.536377
	Iteration 12Q: 3 clusters Score -450842.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -450861.406250 Penalty: 2681.536377
	Iteration 13Q: 3 clusters Score -450861.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -450878.406250 Penalty: 2681.536377
	Iteration 14Q: 3 clusters Score -450878.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -450900.250000 Penalty: 2681.536377
	Iteration 15Q: 3 clusters Score -450900.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -450921.093750 Penalty: 2681.536377
	Iteration 16Q: 3 clusters Score -450921.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -450941.093750 Penalty: 2681.536377
	Iteration 17Q: 3 clusters Score -450941.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -450955.156250 Penalty: 2681.536377
	Iteration 18Q: 3 clusters Score -450955.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -450966.781250 Penalty: 2681.536377
	Iteration 19Q: 3 clusters Score -450966.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -450981.093750 Penalty: 2681.536377
	Iteration 20F: 3 clusters Score -450981.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -450999.343750 Penalty: 2681.536377
	Iteration 21Q: 3 clusters Score -450999.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -451016.531250 Penalty: 2681.536377
	Iteration 22Q: 3 clusters Score -451016.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -451029.843750 Penalty: 2681.536377
	Iteration 23Q: 3 clusters Score -451029.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -451042.000000 Penalty: 2681.536377
	Iteration 24Q: 3 clusters Score -451042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -451055.656250 Penalty: 2681.536377
	Iteration 25Q: 3 clusters Score -451055.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -451076.687500 Penalty: 2681.536377
	Iteration 26Q: 3 clusters Score -451076.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -451090.500000 Penalty: 2681.536377
	Iteration 27Q: 3 clusters Score -451090.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -451108.500000 Penalty: 2681.536377
	Iteration 28Q: 3 clusters Score -451108.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -451126.937500 Penalty: 2681.536377
	Iteration 29Q: 3 clusters Score -451126.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -451145.218750 Penalty: 2681.536377
	Iteration 30Q: 3 clusters Score -451145.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -451167.687500 Penalty: 2681.536377
	Iteration 31Q: 3 clusters Score -451167.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -451182.375000 Penalty: 2681.536377
	Iteration 32Q: 3 clusters Score -451182.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -451201.937500 Penalty: 2681.536377
	Iteration 33Q: 3 clusters Score -451201.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -451228.718750 Penalty: 2681.536377
	Iteration 34Q: 3 clusters Score -451228.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -451261.343750 Penalty: 2681.536377
	Iteration 35Q: 3 clusters Score -451261.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -451292.250000 Penalty: 2681.536377
	Iteration 36Q: 3 clusters Score -451292.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -451330.500000 Penalty: 2681.536377
	Iteration 37Q: 3 clusters Score -451330.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -451371.000000 Penalty: 2681.536377
	Iteration 38Q: 3 clusters Score -451371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -451409.250000 Penalty: 2681.536377
	Iteration 39Q: 3 clusters Score -451409.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -451442.437500 Penalty: 2681.536377
	Iteration 40F: 3 clusters Score -451442.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -451473.593750 Penalty: 2681.536377
	Iteration 41Q: 3 clusters Score -451473.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -451506.125000 Penalty: 2681.536377
	Iteration 42Q: 3 clusters Score -451506.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -451535.218750 Penalty: 2681.536377
	Iteration 43Q: 3 clusters Score -451535.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -451564.218750 Penalty: 2681.536377
	Iteration 44Q: 3 clusters Score -451564.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -451588.937500 Penalty: 2681.536377
	Iteration 45Q: 3 clusters Score -451588.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -451612.000000 Penalty: 2681.536377
	Iteration 46Q: 3 clusters Score -451612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -451628.500000 Penalty: 2681.536377
	Iteration 47Q: 3 clusters Score -451628.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -451633.187500 Penalty: 2681.536377
	Iteration 48Q: 3 clusters Score -451633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -451641.156250 Penalty: 2681.536377
	Iteration 49Q: 3 clusters Score -451641.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -451655.062500 Penalty: 2681.536377
	Iteration 50Q: 3 clusters Score -451655.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -451659.500000 Penalty: 2681.536377
	Iteration 51Q: 3 clusters Score -451659.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -451662.781250 Penalty: 2681.536377
	Iteration 52Q: 3 clusters Score -451662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -451666.687500 Penalty: 2681.536377
	Iteration 53Q: 3 clusters Score -451666.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -451670.031250 Penalty: 2681.536377
	Iteration 54Q: 3 clusters Score -451670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -451673.625000 Penalty: 2681.536377
	Iteration 55Q: 3 clusters Score -451673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -451678.968750 Penalty: 2681.536377
	Iteration 56Q: 3 clusters Score -451679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -451686.031250 Penalty: 2681.536377
	Iteration 57Q: 3 clusters Score -451686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -451690.312500 Penalty: 2681.536377
	Iteration 58Q: 3 clusters Score -451690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -451692.968750 Penalty: 2681.536377
	Iteration 59Q: 3 clusters Score -451693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -451694.156250 Penalty: 2681.536377
	Iteration 60F: 3 clusters Score -451694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -451694.812500 Penalty: 2681.536377
	Iteration 61Q: 3 clusters Score -451694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -451694.843750 Penalty: 2681.536377
	Iteration 62Q: 3 clusters Score -451694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -451696.781250 Penalty: 2681.536377
	Iteration 63Q: 3 clusters Score -451696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -451697.531250 Penalty: 2681.536377
	Iteration 64Q: 3 clusters Score -451697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -451698.187500 Penalty: 2681.536377
	Iteration 65Q: 3 clusters Score -451698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -451698.500000 Penalty: 2681.536377
	Iteration 66Q: 3 clusters Score -451698.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -451698.500000 Penalty: 2681.536377
	Iteration 67F: 3 clusters Score -451698.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (82993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Entering Unmasked Estep 
Score: -10438282.000000 Penalty: 1840.558105
	Iteration 0F: 2 clusters Score -1.043828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -10384665.000000 Penalty: 3681.116211
	Iteration 0F: 3 clusters Score -1.038466e+07 nChanged 39611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -10407403.000000 Penalty: 3681.116211
	Iteration 1F: 3 clusters Score -1.04074e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -10408569.000000 Penalty: 3681.116211
	Iteration 2Q: 3 clusters Score -1.040857e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -10410355.000000 Penalty: 3681.116211
	Iteration 3Q: 3 clusters Score -1.041036e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -10413232.000000 Penalty: 3681.116211
	Iteration 4F: 3 clusters Score -1.041323e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -10416961.000000 Penalty: 3681.116211
	Iteration 5F: 3 clusters Score -1.041696e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -10421682.000000 Penalty: 3681.116211
	Iteration 6F: 3 clusters Score -1.042168e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -10426126.000000 Penalty: 3681.116211
	Iteration 7F: 3 clusters Score -1.042613e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -10428445.000000 Penalty: 3681.116211
	Iteration 8F: 3 clusters Score -1.042844e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -10429451.000000 Penalty: 3681.116211
	Iteration 9Q: 3 clusters Score -1.042945e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -10430152.000000 Penalty: 3681.116211
	Iteration 10Q: 3 clusters Score -1.043015e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -10430794.000000 Penalty: 3681.116211
	Iteration 11Q: 3 clusters Score -1.043079e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -10431455.000000 Penalty: 3681.116211
	Iteration 12Q: 3 clusters Score -1.043146e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -10432071.000000 Penalty: 3681.116211
	Iteration 13Q: 3 clusters Score -1.043207e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -10432707.000000 Penalty: 3681.116211
	Iteration 14Q: 3 clusters Score -1.043271e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -10433123.000000 Penalty: 3681.116211
	Iteration 15Q: 3 clusters Score -1.043312e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -10433550.000000 Penalty: 3681.116211
	Iteration 16Q: 3 clusters Score -1.043355e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -10433839.000000 Penalty: 3681.116211
	Iteration 17Q: 3 clusters Score -1.043384e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -10434038.000000 Penalty: 3681.116211
	Iteration 18Q: 3 clusters Score -1.043404e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -10434233.000000 Penalty: 3681.116211
	Iteration 19Q: 3 clusters Score -1.043423e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -10434475.000000 Penalty: 3681.116211
	Iteration 20F: 3 clusters Score -1.043448e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -10434653.000000 Penalty: 3681.116211
	Iteration 21Q: 3 clusters Score -1.043465e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -10434916.000000 Penalty: 3681.116211
	Iteration 22Q: 3 clusters Score -1.043492e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -10435165.000000 Penalty: 3681.116211
	Iteration 23Q: 3 clusters Score -1.043516e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -10435365.000000 Penalty: 3681.116211
	Iteration 24Q: 3 clusters Score -1.043536e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -10435600.000000 Penalty: 3681.116211
	Iteration 25Q: 3 clusters Score -1.04356e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 72576 members 
Entering Unmasked Estep 
Score: -10435698.000000 Penalty: 3681.116211
	Iteration 26Q: 3 clusters Score -1.04357e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -10435990.000000 Penalty: 3681.116211
	Iteration 27Q: 3 clusters Score -1.043599e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -10436282.000000 Penalty: 3681.116211
	Iteration 28Q: 3 clusters Score -1.043628e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -10436441.000000 Penalty: 3681.116211
	Iteration 29Q: 3 clusters Score -1.043644e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -10436568.000000 Penalty: 3681.116211
	Iteration 30Q: 3 clusters Score -1.043657e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -10436642.000000 Penalty: 3681.116211
	Iteration 31Q: 3 clusters Score -1.043664e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -10436687.000000 Penalty: 3681.116211
	Iteration 32Q: 3 clusters Score -1.043669e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -10436659.000000 Penalty: 3681.116211
	Iteration 33Q: 3 clusters Score -1.043666e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -10436678.000000 Penalty: 3681.116211
	Iteration 34Q: 3 clusters Score -1.043668e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -10436720.000000 Penalty: 3681.116211
	Iteration 35Q: 3 clusters Score -1.043672e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -10436687.000000 Penalty: 3681.116211
	Iteration 36Q: 3 clusters Score -1.043669e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -10436710.000000 Penalty: 3681.116211
	Iteration 37Q: 3 clusters Score -1.043671e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -10436835.000000 Penalty: 3681.116211
	Iteration 38Q: 3 clusters Score -1.043684e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -10436853.000000 Penalty: 3681.116211
	Iteration 39Q: 3 clusters Score -1.043685e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -10436939.000000 Penalty: 3681.116211
	Iteration 40F: 3 clusters Score -1.043694e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -10436970.000000 Penalty: 3681.116211
	Iteration 41Q: 3 clusters Score -1.043697e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -10436959.000000 Penalty: 3681.116211
	Iteration 42Q: 3 clusters Score -1.043696e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -10436995.000000 Penalty: 3681.116211
	Iteration 43Q: 3 clusters Score -1.0437e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -10436994.000000 Penalty: 3681.116211
	Iteration 44Q: 3 clusters Score -1.043699e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -10437011.000000 Penalty: 3681.116211
	Iteration 45Q: 3 clusters Score -1.043701e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -10437011.000000 Penalty: 3681.116211
	Iteration 46Q: 3 clusters Score -1.043701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -10437023.000000 Penalty: 3681.116211
	Iteration 47Q: 3 clusters Score -1.043702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -10437007.000000 Penalty: 3681.116211
	Iteration 48Q: 3 clusters Score -1.043701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -10437032.000000 Penalty: 3681.116211
	Iteration 49Q: 3 clusters Score -1.043703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -10437028.000000 Penalty: 3681.116211
	Iteration 50Q: 3 clusters Score -1.043703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -10437021.000000 Penalty: 3681.116211
	Iteration 51Q: 3 clusters Score -1.043702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 82375 members 
Entering Unmasked Estep 
Score: -10437030.000000 Penalty: 3681.116211
	Iteration 52Q: 3 clusters Score -1.043703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -10437033.000000 Penalty: 3681.116211
	Iteration 53Q: 3 clusters Score -1.043703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -10437033.000000 Penalty: 3681.116211
	Iteration 54F: 3 clusters Score -1.043703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Entering Unmasked Estep 
Score: -660981.312500 Penalty: 1398.969482
	Iteration 0F: 2 clusters Score -660981.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -656743.375000 Penalty: 2797.938965
	Iteration 0F: 3 clusters Score -656743.4 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -657966.500000 Penalty: 2797.938965
	Iteration 1F: 3 clusters Score -657966.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -658122.625000 Penalty: 2797.938965
	Iteration 2F: 3 clusters Score -658122.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -658234.750000 Penalty: 2797.938965
	Iteration 3Q: 3 clusters Score -658234.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -658321.437500 Penalty: 2797.938965
	Iteration 4Q: 3 clusters Score -658321.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -658403.000000 Penalty: 2797.938965
	Iteration 5Q: 3 clusters Score -658403 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -658464.875000 Penalty: 2797.938965
	Iteration 6Q: 3 clusters Score -658464.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -658527.937500 Penalty: 2797.938965
	Iteration 7Q: 3 clusters Score -658527.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -658579.375000 Penalty: 2797.938965
	Iteration 8Q: 3 clusters Score -658579.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -658627.125000 Penalty: 2797.938965
	Iteration 9Q: 3 clusters Score -658627.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -658673.187500 Penalty: 2797.938965
	Iteration 10Q: 3 clusters Score -658673.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -658726.937500 Penalty: 2797.938965
	Iteration 11Q: 3 clusters Score -658726.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -658798.500000 Penalty: 2797.938965
	Iteration 12Q: 3 clusters Score -658798.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -658878.875000 Penalty: 2797.938965
	Iteration 13Q: 3 clusters Score -658878.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -658971.125000 Penalty: 2797.938965
	Iteration 14Q: 3 clusters Score -658971.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -659059.937500 Penalty: 2797.938965
	Iteration 15Q: 3 clusters Score -659059.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -659146.687500 Penalty: 2797.938965
	Iteration 16Q: 3 clusters Score -659146.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -659246.250000 Penalty: 2797.938965
	Iteration 17Q: 3 clusters Score -659246.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -659345.812500 Penalty: 2797.938965
	Iteration 18Q: 3 clusters Score -659345.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -659434.375000 Penalty: 2797.938965
	Iteration 19Q: 3 clusters Score -659434.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -659501.625000 Penalty: 2797.938965
	Iteration 20F: 3 clusters Score -659501.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -659553.187500 Penalty: 2797.938965
	Iteration 21Q: 3 clusters Score -659553.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -659588.375000 Penalty: 2797.938965
	Iteration 22Q: 3 clusters Score -659588.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -659613.375000 Penalty: 2797.938965
	Iteration 23Q: 3 clusters Score -659613.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -659636.250000 Penalty: 2797.938965
	Iteration 24Q: 3 clusters Score -659636.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -659653.125000 Penalty: 2797.938965
	Iteration 25Q: 3 clusters Score -659653.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -659671.750000 Penalty: 2797.938965
	Iteration 26Q: 3 clusters Score -659671.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -659687.125000 Penalty: 2797.938965
	Iteration 27Q: 3 clusters Score -659687.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -659699.312500 Penalty: 2797.938965
	Iteration 28Q: 3 clusters Score -659699.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -659709.000000 Penalty: 2797.938965
	Iteration 29Q: 3 clusters Score -659709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -659714.687500 Penalty: 2797.938965
	Iteration 30Q: 3 clusters Score -659714.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -659719.687500 Penalty: 2797.938965
	Iteration 31Q: 3 clusters Score -659719.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -659727.062500 Penalty: 2797.938965
	Iteration 32Q: 3 clusters Score -659727.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -659732.312500 Penalty: 2797.938965
	Iteration 33Q: 3 clusters Score -659732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -659734.937500 Penalty: 2797.938965
	Iteration 34Q: 3 clusters Score -659734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -659737.562500 Penalty: 2797.938965
	Iteration 35Q: 3 clusters Score -659737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -659739.375000 Penalty: 2797.938965
	Iteration 36Q: 3 clusters Score -659739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -659740.500000 Penalty: 2797.938965
	Iteration 37Q: 3 clusters Score -659740.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -659742.437500 Penalty: 2797.938965
	Iteration 38Q: 3 clusters Score -659742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -659744.000000 Penalty: 2797.938965
	Iteration 39Q: 3 clusters Score -659744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -659744.750000 Penalty: 2797.938965
	Iteration 40F: 3 clusters Score -659744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -659745.375000 Penalty: 2797.938965
	Iteration 41Q: 3 clusters Score -659745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -659745.375000 Penalty: 2797.938965
	Iteration 42F: 3 clusters Score -659745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -218692.218750 Penalty: 1232.937866
	Iteration 0F: 2 clusters Score -218692.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -216671.343750 Penalty: 2465.875732
	Iteration 0F: 3 clusters Score -216671.3 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -217314.921875 Penalty: 2465.875732
	Iteration 1F: 3 clusters Score -217314.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -217569.859375 Penalty: 2465.875732
	Iteration 2F: 3 clusters Score -217569.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -217790.750000 Penalty: 2465.875732
	Iteration 3F: 3 clusters Score -217790.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -217965.734375 Penalty: 2465.875732
	Iteration 4F: 3 clusters Score -217965.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -218061.375000 Penalty: 2465.875732
	Iteration 5Q: 3 clusters Score -218061.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -218153.546875 Penalty: 2465.875732
	Iteration 6Q: 3 clusters Score -218153.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -218208.546875 Penalty: 2465.875732
	Iteration 7Q: 3 clusters Score -218208.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -218241.156250 Penalty: 2465.875732
	Iteration 8Q: 3 clusters Score -218241.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -218266.921875 Penalty: 2465.875732
	Iteration 9Q: 3 clusters Score -218266.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -218290.875000 Penalty: 2465.875732
	Iteration 10Q: 3 clusters Score -218290.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -218310.750000 Penalty: 2465.875732
	Iteration 11Q: 3 clusters Score -218310.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -218332.593750 Penalty: 2465.875732
	Iteration 12Q: 3 clusters Score -218332.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -218349.031250 Penalty: 2465.875732
	Iteration 13Q: 3 clusters Score -218349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -218371.218750 Penalty: 2465.875732
	Iteration 14Q: 3 clusters Score -218371.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -218394.406250 Penalty: 2465.875732
	Iteration 15Q: 3 clusters Score -218394.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -218408.031250 Penalty: 2465.875732
	Iteration 16Q: 3 clusters Score -218408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -218418.359375 Penalty: 2465.875732
	Iteration 17Q: 3 clusters Score -218418.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -218423.500000 Penalty: 2465.875732
	Iteration 18Q: 3 clusters Score -218423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -218427.484375 Penalty: 2465.875732
	Iteration 19Q: 3 clusters Score -218427.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -218432.296875 Penalty: 2465.875732
	Iteration 20F: 3 clusters Score -218432.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -218437.390625 Penalty: 2465.875732
	Iteration 21Q: 3 clusters Score -218437.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -218441.187500 Penalty: 2465.875732
	Iteration 22Q: 3 clusters Score -218441.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -218446.250000 Penalty: 2465.875732
	Iteration 23Q: 3 clusters Score -218446.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -218451.703125 Penalty: 2465.875732
	Iteration 24Q: 3 clusters Score -218451.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -218456.515625 Penalty: 2465.875732
	Iteration 25Q: 3 clusters Score -218456.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -218460.421875 Penalty: 2465.875732
	Iteration 26Q: 3 clusters Score -218460.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218463.187500 Penalty: 2465.875732
	Iteration 27Q: 3 clusters Score -218463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -218466.015625 Penalty: 2465.875732
	Iteration 28Q: 3 clusters Score -218466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218468.531250 Penalty: 2465.875732
	Iteration 29Q: 3 clusters Score -218468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -218470.359375 Penalty: 2465.875732
	Iteration 30Q: 3 clusters Score -218470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -218471.750000 Penalty: 2465.875732
	Iteration 31Q: 3 clusters Score -218471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -218472.937500 Penalty: 2465.875732
	Iteration 32Q: 3 clusters Score -218472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -218474.125000 Penalty: 2465.875732
	Iteration 33Q: 3 clusters Score -218474.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -218474.828125 Penalty: 2465.875732
	Iteration 34Q: 3 clusters Score -218474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -218474.921875 Penalty: 2465.875732
	Iteration 35Q: 3 clusters Score -218474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -218474.921875 Penalty: 2465.875732
	Iteration 36F: 3 clusters Score -218474.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -21257.271484 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -21257.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20594.207031 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -20594.21 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20955.660156 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -20955.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21193.720703 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -21193.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21273.023438 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -21273.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21289.490234 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -21289.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21292.693359 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -21292.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21292.693359 Penalty: 1864.385986
	Iteration 6F: 3 clusters Score -21292.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 96389 members 
Mstep: Class 4 contains 92577 members 
Mstep: Class 5 contains 98767 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23085 members 
Mstep: Class 11 contains 99617 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10265 members 
Mstep: Class 14 contains 8785 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 99253 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 82993 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 45668 members 
Mstep: Class 24 contains 29499 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6412 members 
Mstep: Class 28 contains 9125 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Mstep: Class 32 contains 203 members 
Entering Unmasked Estep 
Score: -102226680.000000 Penalty: 70941.500000
Splitting cluster 21 changes total score from -102227904.000000 to -102226680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -314044.937500 Penalty: 1285.828247
	Iteration 0F: 2 clusters Score -314044.9 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 1366 members 
Entering Unmasked Estep 
Score: -311505.437500 Penalty: 2571.656494
	Iteration 0F: 3 clusters Score -311505.4 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -312236.968750 Penalty: 2571.656494
	Iteration 1F: 3 clusters Score -312237 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -312445.125000 Penalty: 2571.656494
	Iteration 2F: 3 clusters Score -312445.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -312573.062500 Penalty: 2571.656494
	Iteration 3F: 3 clusters Score -312573.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -312654.593750 Penalty: 2571.656494
	Iteration 4Q: 3 clusters Score -312654.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -312711.500000 Penalty: 2571.656494
	Iteration 5Q: 3 clusters Score -312711.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -312774.625000 Penalty: 2571.656494
	Iteration 6Q: 3 clusters Score -312774.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -312825.625000 Penalty: 2571.656494
	Iteration 7Q: 3 clusters Score -312825.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -312868.250000 Penalty: 2571.656494
	Iteration 8Q: 3 clusters Score -312868.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -312921.250000 Penalty: 2571.656494
	Iteration 9Q: 3 clusters Score -312921.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -312982.281250 Penalty: 2571.656494
	Iteration 10Q: 3 clusters Score -312982.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -313044.156250 Penalty: 2571.656494
	Iteration 11Q: 3 clusters Score -313044.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -313108.093750 Penalty: 2571.656494
	Iteration 12Q: 3 clusters Score -313108.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -313155.156250 Penalty: 2571.656494
	Iteration 13Q: 3 clusters Score -313155.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -313202.093750 Penalty: 2571.656494
	Iteration 14Q: 3 clusters Score -313202.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -313266.687500 Penalty: 2571.656494
	Iteration 15Q: 3 clusters Score -313266.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -313329.875000 Penalty: 2571.656494
	Iteration 16Q: 3 clusters Score -313329.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -313369.531250 Penalty: 2571.656494
	Iteration 17Q: 3 clusters Score -313369.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -313411.562500 Penalty: 2571.656494
	Iteration 18Q: 3 clusters Score -313411.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -313435.406250 Penalty: 2571.656494
	Iteration 19Q: 3 clusters Score -313435.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -313468.343750 Penalty: 2571.656494
	Iteration 20F: 3 clusters Score -313468.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -313513.906250 Penalty: 2571.656494
	Iteration 21Q: 3 clusters Score -313513.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -313545.593750 Penalty: 2571.656494
	Iteration 22Q: 3 clusters Score -313545.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -313573.437500 Penalty: 2571.656494
	Iteration 23Q: 3 clusters Score -313573.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -313595.562500 Penalty: 2571.656494
	Iteration 24Q: 3 clusters Score -313595.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -313612.562500 Penalty: 2571.656494
	Iteration 25Q: 3 clusters Score -313612.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -313623.062500 Penalty: 2571.656494
	Iteration 26Q: 3 clusters Score -313623.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -313632.218750 Penalty: 2571.656494
	Iteration 27Q: 3 clusters Score -313632.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -313643.437500 Penalty: 2571.656494
	Iteration 28Q: 3 clusters Score -313643.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -313653.156250 Penalty: 2571.656494
	Iteration 29Q: 3 clusters Score -313653.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -313661.812500 Penalty: 2571.656494
	Iteration 30Q: 3 clusters Score -313661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -313668.218750 Penalty: 2571.656494
	Iteration 31Q: 3 clusters Score -313668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -313674.812500 Penalty: 2571.656494
	Iteration 32Q: 3 clusters Score -313674.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -313680.531250 Penalty: 2571.656494
	Iteration 33Q: 3 clusters Score -313680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -313685.062500 Penalty: 2571.656494
	Iteration 34Q: 3 clusters Score -313685.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -313689.312500 Penalty: 2571.656494
	Iteration 35Q: 3 clusters Score -313689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -313690.593750 Penalty: 2571.656494
	Iteration 36Q: 3 clusters Score -313690.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -313693.250000 Penalty: 2571.656494
	Iteration 37Q: 3 clusters Score -313693.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -313695.937500 Penalty: 2571.656494
	Iteration 38Q: 3 clusters Score -313695.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -313698.250000 Penalty: 2571.656494
	Iteration 39Q: 3 clusters Score -313698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -313699.156250 Penalty: 2571.656494
	Iteration 40F: 3 clusters Score -313699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -313701.281250 Penalty: 2571.656494
	Iteration 41Q: 3 clusters Score -313701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -313703.812500 Penalty: 2571.656494
	Iteration 42Q: 3 clusters Score -313703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -313705.375000 Penalty: 2571.656494
	Iteration 43Q: 3 clusters Score -313705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -313706.625000 Penalty: 2571.656494
	Iteration 44Q: 3 clusters Score -313706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -313708.031250 Penalty: 2571.656494
	Iteration 45Q: 3 clusters Score -313708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -313711.218750 Penalty: 2571.656494
	Iteration 46Q: 3 clusters Score -313711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -313715.593750 Penalty: 2571.656494
	Iteration 47Q: 3 clusters Score -313715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -313717.687500 Penalty: 2571.656494
	Iteration 48Q: 3 clusters Score -313717.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -313722.312500 Penalty: 2571.656494
	Iteration 49Q: 3 clusters Score -313722.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -313724.718750 Penalty: 2571.656494
	Iteration 50Q: 3 clusters Score -313724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -313726.281250 Penalty: 2571.656494
	Iteration 51Q: 3 clusters Score -313726.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -313728.718750 Penalty: 2571.656494
	Iteration 52Q: 3 clusters Score -313728.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -313730.187500 Penalty: 2571.656494
	Iteration 53Q: 3 clusters Score -313730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -313730.593750 Penalty: 2571.656494
	Iteration 54Q: 3 clusters Score -313730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -313731.218750 Penalty: 2571.656494
	Iteration 55Q: 3 clusters Score -313731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -313731.875000 Penalty: 2571.656494
	Iteration 56Q: 3 clusters Score -313731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -313732.156250 Penalty: 2571.656494
	Iteration 57Q: 3 clusters Score -313732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -313732.375000 Penalty: 2571.656494
	Iteration 58Q: 3 clusters Score -313732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -313732.375000 Penalty: 2571.656494
	Iteration 59F: 3 clusters Score -313732.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Entering Unmasked Estep 
Score: -5633820.000000 Penalty: 1743.487305
	Iteration 0F: 2 clusters Score -5633820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5603305.500000 Penalty: 3486.974609
	Iteration 0F: 3 clusters Score -5603306 nChanged 21310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -5615747.000000 Penalty: 3486.974609
	Iteration 1F: 3 clusters Score -5615747 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -5616473.500000 Penalty: 3486.974609
	Iteration 2Q: 3 clusters Score -5616474 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -5617409.500000 Penalty: 3486.974609
	Iteration 3Q: 3 clusters Score -5617410 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -5618638.000000 Penalty: 3486.974609
	Iteration 4Q: 3 clusters Score -5618638 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -5620388.000000 Penalty: 3486.974609
	Iteration 5F: 3 clusters Score -5620388 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -5622762.500000 Penalty: 3486.974609
	Iteration 6F: 3 clusters Score -5622762 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -5625382.500000 Penalty: 3486.974609
	Iteration 7F: 3 clusters Score -5625382 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -5627788.500000 Penalty: 3486.974609
	Iteration 8F: 3 clusters Score -5627788 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -5629584.000000 Penalty: 3486.974609
	Iteration 9Q: 3 clusters Score -5629584 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -5630694.000000 Penalty: 3486.974609
	Iteration 10Q: 3 clusters Score -5630694 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -5631364.000000 Penalty: 3486.974609
	Iteration 11Q: 3 clusters Score -5631364 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -5631750.500000 Penalty: 3486.974609
	Iteration 12Q: 3 clusters Score -5631750 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5631993.500000 Penalty: 3486.974609
	Iteration 13Q: 3 clusters Score -5631994 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -5632093.000000 Penalty: 3486.974609
	Iteration 14Q: 3 clusters Score -5632093 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -5632190.500000 Penalty: 3486.974609
	Iteration 15Q: 3 clusters Score -5632190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -5632242.000000 Penalty: 3486.974609
	Iteration 16Q: 3 clusters Score -5632242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -5632276.000000 Penalty: 3486.974609
	Iteration 17Q: 3 clusters Score -5632276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -5632300.500000 Penalty: 3486.974609
	Iteration 18Q: 3 clusters Score -5632300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5632300.000000 Penalty: 3486.974609
	Iteration 19Q: 3 clusters Score -5632300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -5632315.500000 Penalty: 3486.974609
	Iteration 20F: 3 clusters Score -5632316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -5632319.000000 Penalty: 3486.974609
	Iteration 21Q: 3 clusters Score -5632319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -5632326.500000 Penalty: 3486.974609
	Iteration 22Q: 3 clusters Score -5632326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -5632326.000000 Penalty: 3486.974609
	Iteration 23Q: 3 clusters Score -5632326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5632329.000000 Penalty: 3486.974609
	Iteration 24Q: 3 clusters Score -5632329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5632335.500000 Penalty: 3486.974609
	Iteration 25Q: 3 clusters Score -5632336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -5632332.000000 Penalty: 3486.974609
	Iteration 26Q: 3 clusters Score -5632332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -5632340.500000 Penalty: 3486.974609
	Iteration 27Q: 3 clusters Score -5632340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -5632347.000000 Penalty: 3486.974609
	Iteration 28Q: 3 clusters Score -5632347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -5632348.000000 Penalty: 3486.974609
	Iteration 29Q: 3 clusters Score -5632348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -5632346.500000 Penalty: 3486.974609
	Iteration 30Q: 3 clusters Score -5632346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -5632349.000000 Penalty: 3486.974609
	Iteration 31Q: 3 clusters Score -5632349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5632355.000000 Penalty: 3486.974609
	Iteration 32Q: 3 clusters Score -5632355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -5632362.000000 Penalty: 3486.974609
	Iteration 33Q: 3 clusters Score -5632362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -5632357.500000 Penalty: 3486.974609
	Iteration 34Q: 3 clusters Score -5632358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -5632367.000000 Penalty: 3486.974609
	Iteration 35Q: 3 clusters Score -5632367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -5632370.500000 Penalty: 3486.974609
	Iteration 36Q: 3 clusters Score -5632370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -5632373.500000 Penalty: 3486.974609
	Iteration 37Q: 3 clusters Score -5632374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -5632373.000000 Penalty: 3486.974609
	Iteration 38Q: 3 clusters Score -5632373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -5632377.500000 Penalty: 3486.974609
	Iteration 39Q: 3 clusters Score -5632378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -5632376.000000 Penalty: 3486.974609
	Iteration 40F: 3 clusters Score -5632376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -5632383.500000 Penalty: 3486.974609
	Iteration 41Q: 3 clusters Score -5632384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -5632386.500000 Penalty: 3486.974609
	Iteration 42Q: 3 clusters Score -5632386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -5632393.500000 Penalty: 3486.974609
	Iteration 43Q: 3 clusters Score -5632394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -5632392.000000 Penalty: 3486.974609
	Iteration 44Q: 3 clusters Score -5632392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -5632392.000000 Penalty: 3486.974609
	Iteration 45F: 3 clusters Score -5632392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Entering Unmasked Estep 
Score: -3562403.500000 Penalty: 1672.468140
	Iteration 0F: 2 clusters Score -3562404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3542239.500000 Penalty: 3344.936279
	Iteration 0F: 3 clusters Score -3542240 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3550041.500000 Penalty: 3344.936279
	Iteration 1F: 3 clusters Score -3550042 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3550549.250000 Penalty: 3344.936279
	Iteration 2Q: 3 clusters Score -3550549 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3551217.750000 Penalty: 3344.936279
	Iteration 3Q: 3 clusters Score -3551218 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3552270.250000 Penalty: 3344.936279
	Iteration 4F: 3 clusters Score -3552270 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3553758.750000 Penalty: 3344.936279
	Iteration 5F: 3 clusters Score -3553759 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3555603.000000 Penalty: 3344.936279
	Iteration 6F: 3 clusters Score -3555603 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3557432.750000 Penalty: 3344.936279
	Iteration 7F: 3 clusters Score -3557433 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3558809.750000 Penalty: 3344.936279
	Iteration 8F: 3 clusters Score -3558810 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3559878.000000 Penalty: 3344.936279
	Iteration 9Q: 3 clusters Score -3559878 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3560625.500000 Penalty: 3344.936279
	Iteration 10Q: 3 clusters Score -3560626 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3561024.000000 Penalty: 3344.936279
	Iteration 11Q: 3 clusters Score -3561024 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3561256.250000 Penalty: 3344.936279
	Iteration 12Q: 3 clusters Score -3561256 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3561407.000000 Penalty: 3344.936279
	Iteration 13Q: 3 clusters Score -3561407 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3561495.500000 Penalty: 3344.936279
	Iteration 14Q: 3 clusters Score -3561496 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3561570.500000 Penalty: 3344.936279
	Iteration 15Q: 3 clusters Score -3561570 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -3561621.000000 Penalty: 3344.936279
	Iteration 16Q: 3 clusters Score -3561621 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3561640.500000 Penalty: 3344.936279
	Iteration 17Q: 3 clusters Score -3561640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3561654.000000 Penalty: 3344.936279
	Iteration 18Q: 3 clusters Score -3561654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3561669.750000 Penalty: 3344.936279
	Iteration 19Q: 3 clusters Score -3561670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -3561675.750000 Penalty: 3344.936279
	Iteration 20F: 3 clusters Score -3561676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3561677.250000 Penalty: 3344.936279
	Iteration 21Q: 3 clusters Score -3561677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3561682.500000 Penalty: 3344.936279
	Iteration 22Q: 3 clusters Score -3561682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3561680.750000 Penalty: 3344.936279
	Iteration 23Q: 3 clusters Score -3561681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3561693.750000 Penalty: 3344.936279
	Iteration 24Q: 3 clusters Score -3561694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3561700.250000 Penalty: 3344.936279
	Iteration 25Q: 3 clusters Score -3561700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3561704.750000 Penalty: 3344.936279
	Iteration 26Q: 3 clusters Score -3561705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3561719.500000 Penalty: 3344.936279
	Iteration 27Q: 3 clusters Score -3561720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3561724.000000 Penalty: 3344.936279
	Iteration 28Q: 3 clusters Score -3561724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3561728.000000 Penalty: 3344.936279
	Iteration 29Q: 3 clusters Score -3561728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3561737.000000 Penalty: 3344.936279
	Iteration 30Q: 3 clusters Score -3561737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3561740.500000 Penalty: 3344.936279
	Iteration 31Q: 3 clusters Score -3561740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3561745.000000 Penalty: 3344.936279
	Iteration 32Q: 3 clusters Score -3561745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3561747.250000 Penalty: 3344.936279
	Iteration 33Q: 3 clusters Score -3561747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3561748.000000 Penalty: 3344.936279
	Iteration 34Q: 3 clusters Score -3561748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3561755.500000 Penalty: 3344.936279
	Iteration 35Q: 3 clusters Score -3561756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3561754.250000 Penalty: 3344.936279
	Iteration 36Q: 3 clusters Score -3561754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3561750.000000 Penalty: 3344.936279
	Iteration 37Q: 3 clusters Score -3561750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3561746.000000 Penalty: 3344.936279
	Iteration 38Q: 3 clusters Score -3561746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3561749.000000 Penalty: 3344.936279
	Iteration 39Q: 3 clusters Score -3561749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3561750.750000 Penalty: 3344.936279
	Iteration 40F: 3 clusters Score -3561751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3561758.000000 Penalty: 3344.936279
	Iteration 41Q: 3 clusters Score -3561758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3561758.250000 Penalty: 3344.936279
	Iteration 42Q: 3 clusters Score -3561758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3561758.750000 Penalty: 3344.936279
	Iteration 43Q: 3 clusters Score -3561759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3561760.750000 Penalty: 3344.936279
	Iteration 44Q: 3 clusters Score -3561761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -3561763.000000 Penalty: 3344.936279
	Iteration 45Q: 3 clusters Score -3561763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3561757.000000 Penalty: 3344.936279
	Iteration 46Q: 3 clusters Score -3561757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3561760.750000 Penalty: 3344.936279
	Iteration 47Q: 3 clusters Score -3561761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -3561760.000000 Penalty: 3344.936279
	Iteration 48Q: 3 clusters Score -3561760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3561761.250000 Penalty: 3344.936279
	Iteration 49Q: 3 clusters Score -3561761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3561758.250000 Penalty: 3344.936279
	Iteration 50Q: 3 clusters Score -3561758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3561764.500000 Penalty: 3344.936279
	Iteration 51Q: 3 clusters Score -3561764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3561762.750000 Penalty: 3344.936279
	Iteration 52Q: 3 clusters Score -3561763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3561758.000000 Penalty: 3344.936279
	Iteration 53Q: 3 clusters Score -3561758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3561756.250000 Penalty: 3344.936279
	Iteration 54Q: 3 clusters Score -3561756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3561759.750000 Penalty: 3344.936279
	Iteration 55Q: 3 clusters Score -3561760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3561759.500000 Penalty: 3344.936279
	Iteration 56Q: 3 clusters Score -3561760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3561757.750000 Penalty: 3344.936279
	Iteration 57Q: 3 clusters Score -3561758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3561758.500000 Penalty: 3344.936279
	Iteration 58Q: 3 clusters Score -3561758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3561760.250000 Penalty: 3344.936279
	Iteration 59Q: 3 clusters Score -3561760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3561759.000000 Penalty: 3344.936279
	Iteration 60F: 3 clusters Score -3561759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3561759.000000 Penalty: 3344.936279
	Iteration 61Q: 3 clusters Score -3561759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3561759.000000 Penalty: 3344.936279
	Iteration 62F: 3 clusters Score -3561759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Entering Unmasked Estep 
Score: -592066.250000 Penalty: 1381.257568
	Iteration 0F: 2 clusters Score -592066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -588144.500000 Penalty: 2762.515137
	Iteration 0F: 3 clusters Score -588144.5 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -589196.937500 Penalty: 2762.515137
	Iteration 1F: 3 clusters Score -589196.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -589388.375000 Penalty: 2762.515137
	Iteration 2F: 3 clusters Score -589388.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -589531.250000 Penalty: 2762.515137
	Iteration 3F: 3 clusters Score -589531.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -589658.000000 Penalty: 2762.515137
	Iteration 4Q: 3 clusters Score -589658 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -589781.000000 Penalty: 2762.515137
	Iteration 5Q: 3 clusters Score -589781 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -589900.437500 Penalty: 2762.515137
	Iteration 6Q: 3 clusters Score -589900.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -590008.875000 Penalty: 2762.515137
	Iteration 7Q: 3 clusters Score -590008.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -590100.875000 Penalty: 2762.515137
	Iteration 8Q: 3 clusters Score -590100.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -590180.562500 Penalty: 2762.515137
	Iteration 9Q: 3 clusters Score -590180.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -590246.312500 Penalty: 2762.515137
	Iteration 10Q: 3 clusters Score -590246.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -590300.687500 Penalty: 2762.515137
	Iteration 11Q: 3 clusters Score -590300.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -590355.750000 Penalty: 2762.515137
	Iteration 12Q: 3 clusters Score -590355.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -590414.312500 Penalty: 2762.515137
	Iteration 13Q: 3 clusters Score -590414.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -590466.500000 Penalty: 2762.515137
	Iteration 14Q: 3 clusters Score -590466.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -590517.062500 Penalty: 2762.515137
	Iteration 15Q: 3 clusters Score -590517.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -590578.500000 Penalty: 2762.515137
	Iteration 16Q: 3 clusters Score -590578.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -590640.375000 Penalty: 2762.515137
	Iteration 17Q: 3 clusters Score -590640.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -590696.625000 Penalty: 2762.515137
	Iteration 18Q: 3 clusters Score -590696.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -590738.562500 Penalty: 2762.515137
	Iteration 19Q: 3 clusters Score -590738.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -590782.625000 Penalty: 2762.515137
	Iteration 20F: 3 clusters Score -590782.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -590822.500000 Penalty: 2762.515137
	Iteration 21Q: 3 clusters Score -590822.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -590869.187500 Penalty: 2762.515137
	Iteration 22Q: 3 clusters Score -590869.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -590915.500000 Penalty: 2762.515137
	Iteration 23Q: 3 clusters Score -590915.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -590961.062500 Penalty: 2762.515137
	Iteration 24Q: 3 clusters Score -590961.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -590996.437500 Penalty: 2762.515137
	Iteration 25Q: 3 clusters Score -590996.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -591030.750000 Penalty: 2762.515137
	Iteration 26Q: 3 clusters Score -591030.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -591069.625000 Penalty: 2762.515137
	Iteration 27Q: 3 clusters Score -591069.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -591095.625000 Penalty: 2762.515137
	Iteration 28Q: 3 clusters Score -591095.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -591113.062500 Penalty: 2762.515137
	Iteration 29Q: 3 clusters Score -591113.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -591125.000000 Penalty: 2762.515137
	Iteration 30Q: 3 clusters Score -591125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -591135.250000 Penalty: 2762.515137
	Iteration 31Q: 3 clusters Score -591135.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -591141.812500 Penalty: 2762.515137
	Iteration 32Q: 3 clusters Score -591141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -591148.312500 Penalty: 2762.515137
	Iteration 33Q: 3 clusters Score -591148.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -591153.750000 Penalty: 2762.515137
	Iteration 34Q: 3 clusters Score -591153.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -591155.687500 Penalty: 2762.515137
	Iteration 35Q: 3 clusters Score -591155.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -591159.500000 Penalty: 2762.515137
	Iteration 36Q: 3 clusters Score -591159.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -591162.937500 Penalty: 2762.515137
	Iteration 37Q: 3 clusters Score -591162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -591163.062500 Penalty: 2762.515137
	Iteration 38Q: 3 clusters Score -591163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -591164.000000 Penalty: 2762.515137
	Iteration 39Q: 3 clusters Score -591164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -591164.000000 Penalty: 2762.515137
	Iteration 40F: 3 clusters Score -591164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -306825.000000 Penalty: 1277.530640
	Iteration 0F: 2 clusters Score -306825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -304349.312500 Penalty: 2555.061279
	Iteration 0F: 3 clusters Score -304349.3 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -304928.812500 Penalty: 2555.061279
	Iteration 1F: 3 clusters Score -304928.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -305066.968750 Penalty: 2555.061279
	Iteration 2F: 3 clusters Score -305067 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -305157.531250 Penalty: 2555.061279
	Iteration 3F: 3 clusters Score -305157.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -305211.375000 Penalty: 2555.061279
	Iteration 4Q: 3 clusters Score -305211.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -305259.937500 Penalty: 2555.061279
	Iteration 5Q: 3 clusters Score -305259.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -305303.968750 Penalty: 2555.061279
	Iteration 6Q: 3 clusters Score -305304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -305339.218750 Penalty: 2555.061279
	Iteration 7Q: 3 clusters Score -305339.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -305367.093750 Penalty: 2555.061279
	Iteration 8Q: 3 clusters Score -305367.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -305389.031250 Penalty: 2555.061279
	Iteration 9Q: 3 clusters Score -305389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -305425.968750 Penalty: 2555.061279
	Iteration 10Q: 3 clusters Score -305426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -305454.593750 Penalty: 2555.061279
	Iteration 11Q: 3 clusters Score -305454.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -305479.937500 Penalty: 2555.061279
	Iteration 12Q: 3 clusters Score -305479.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -305509.406250 Penalty: 2555.061279
	Iteration 13Q: 3 clusters Score -305509.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -305548.625000 Penalty: 2555.061279
	Iteration 14Q: 3 clusters Score -305548.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -305591.968750 Penalty: 2555.061279
	Iteration 15Q: 3 clusters Score -305592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -305627.531250 Penalty: 2555.061279
	Iteration 16Q: 3 clusters Score -305627.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -305655.625000 Penalty: 2555.061279
	Iteration 17Q: 3 clusters Score -305655.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -305687.656250 Penalty: 2555.061279
	Iteration 18Q: 3 clusters Score -305687.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -305738.875000 Penalty: 2555.061279
	Iteration 19Q: 3 clusters Score -305738.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -305798.406250 Penalty: 2555.061279
	Iteration 20F: 3 clusters Score -305798.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -305860.531250 Penalty: 2555.061279
	Iteration 21Q: 3 clusters Score -305860.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -305904.031250 Penalty: 2555.061279
	Iteration 22Q: 3 clusters Score -305904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -305941.656250 Penalty: 2555.061279
	Iteration 23Q: 3 clusters Score -305941.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -305969.437500 Penalty: 2555.061279
	Iteration 24Q: 3 clusters Score -305969.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -305990.625000 Penalty: 2555.061279
	Iteration 25Q: 3 clusters Score -305990.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -306003.031250 Penalty: 2555.061279
	Iteration 26Q: 3 clusters Score -306003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -306009.218750 Penalty: 2555.061279
	Iteration 27Q: 3 clusters Score -306009.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -306016.156250 Penalty: 2555.061279
	Iteration 28Q: 3 clusters Score -306016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -306022.031250 Penalty: 2555.061279
	Iteration 29Q: 3 clusters Score -306022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -306025.500000 Penalty: 2555.061279
	Iteration 30Q: 3 clusters Score -306025.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -306028.406250 Penalty: 2555.061279
	Iteration 31Q: 3 clusters Score -306028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -306028.687500 Penalty: 2555.061279
	Iteration 32Q: 3 clusters Score -306028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -306028.468750 Penalty: 2555.061279
	Iteration 33Q: 3 clusters Score -306028.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -306028.468750 Penalty: 2555.061279
	Iteration 34F: 3 clusters Score -306028.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Entering Unmasked Estep 
Score: -775127.687500 Penalty: 1424.463013
	Iteration 0F: 2 clusters Score -775127.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -770290.375000 Penalty: 2848.926025
	Iteration 0F: 3 clusters Score -770290.4 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -771905.000000 Penalty: 2848.926025
	Iteration 1F: 3 clusters Score -771905 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -772268.812500 Penalty: 2848.926025
	Iteration 2F: 3 clusters Score -772268.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -772570.125000 Penalty: 2848.926025
	Iteration 3F: 3 clusters Score -772570.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -772818.500000 Penalty: 2848.926025
	Iteration 4F: 3 clusters Score -772818.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -773058.812500 Penalty: 2848.926025
	Iteration 5F: 3 clusters Score -773058.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -773230.000000 Penalty: 2848.926025
	Iteration 6Q: 3 clusters Score -773230 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -773363.812500 Penalty: 2848.926025
	Iteration 7Q: 3 clusters Score -773363.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -773447.375000 Penalty: 2848.926025
	Iteration 8Q: 3 clusters Score -773447.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -773508.937500 Penalty: 2848.926025
	Iteration 9Q: 3 clusters Score -773508.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -773551.687500 Penalty: 2848.926025
	Iteration 10Q: 3 clusters Score -773551.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -773581.750000 Penalty: 2848.926025
	Iteration 11Q: 3 clusters Score -773581.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -773605.687500 Penalty: 2848.926025
	Iteration 12Q: 3 clusters Score -773605.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -773632.000000 Penalty: 2848.926025
	Iteration 13Q: 3 clusters Score -773632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -773664.375000 Penalty: 2848.926025
	Iteration 14Q: 3 clusters Score -773664.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -773686.187500 Penalty: 2848.926025
	Iteration 15Q: 3 clusters Score -773686.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -773704.000000 Penalty: 2848.926025
	Iteration 16Q: 3 clusters Score -773704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -773718.062500 Penalty: 2848.926025
	Iteration 17Q: 3 clusters Score -773718.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -773726.125000 Penalty: 2848.926025
	Iteration 18Q: 3 clusters Score -773726.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -773739.750000 Penalty: 2848.926025
	Iteration 19Q: 3 clusters Score -773739.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -773756.562500 Penalty: 2848.926025
	Iteration 20F: 3 clusters Score -773756.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -773775.937500 Penalty: 2848.926025
	Iteration 21Q: 3 clusters Score -773775.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -773788.312500 Penalty: 2848.926025
	Iteration 22Q: 3 clusters Score -773788.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -773797.812500 Penalty: 2848.926025
	Iteration 23Q: 3 clusters Score -773797.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -773809.062500 Penalty: 2848.926025
	Iteration 24Q: 3 clusters Score -773809.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -773828.062500 Penalty: 2848.926025
	Iteration 25Q: 3 clusters Score -773828.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -773839.187500 Penalty: 2848.926025
	Iteration 26Q: 3 clusters Score -773839.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -773846.750000 Penalty: 2848.926025
	Iteration 27Q: 3 clusters Score -773846.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -773860.312500 Penalty: 2848.926025
	Iteration 28Q: 3 clusters Score -773860.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -773869.187500 Penalty: 2848.926025
	Iteration 29Q: 3 clusters Score -773869.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -773878.312500 Penalty: 2848.926025
	Iteration 30Q: 3 clusters Score -773878.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -773887.500000 Penalty: 2848.926025
	Iteration 31Q: 3 clusters Score -773887.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -773894.812500 Penalty: 2848.926025
	Iteration 32Q: 3 clusters Score -773894.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -773905.937500 Penalty: 2848.926025
	Iteration 33Q: 3 clusters Score -773905.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -773921.125000 Penalty: 2848.926025
	Iteration 34Q: 3 clusters Score -773921.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -773928.437500 Penalty: 2848.926025
	Iteration 35Q: 3 clusters Score -773928.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -773938.250000 Penalty: 2848.926025
	Iteration 36Q: 3 clusters Score -773938.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -773945.562500 Penalty: 2848.926025
	Iteration 37Q: 3 clusters Score -773945.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -773950.875000 Penalty: 2848.926025
	Iteration 38Q: 3 clusters Score -773950.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -773956.687500 Penalty: 2848.926025
	Iteration 39Q: 3 clusters Score -773956.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -773963.562500 Penalty: 2848.926025
	Iteration 40F: 3 clusters Score -773963.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -773969.187500 Penalty: 2848.926025
	Iteration 41Q: 3 clusters Score -773969.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -773975.875000 Penalty: 2848.926025
	Iteration 42Q: 3 clusters Score -773975.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -773984.625000 Penalty: 2848.926025
	Iteration 43Q: 3 clusters Score -773984.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -773994.500000 Penalty: 2848.926025
	Iteration 44Q: 3 clusters Score -773994.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -774006.062500 Penalty: 2848.926025
	Iteration 45Q: 3 clusters Score -774006.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -774012.187500 Penalty: 2848.926025
	Iteration 46Q: 3 clusters Score -774012.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -774016.812500 Penalty: 2848.926025
	Iteration 47Q: 3 clusters Score -774016.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -774023.625000 Penalty: 2848.926025
	Iteration 48Q: 3 clusters Score -774023.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -774027.937500 Penalty: 2848.926025
	Iteration 49Q: 3 clusters Score -774027.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -774033.312500 Penalty: 2848.926025
	Iteration 50Q: 3 clusters Score -774033.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -774041.062500 Penalty: 2848.926025
	Iteration 51Q: 3 clusters Score -774041.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -774046.687500 Penalty: 2848.926025
	Iteration 52Q: 3 clusters Score -774046.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -774056.500000 Penalty: 2848.926025
	Iteration 53Q: 3 clusters Score -774056.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -774063.250000 Penalty: 2848.926025
	Iteration 54Q: 3 clusters Score -774063.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -774071.125000 Penalty: 2848.926025
	Iteration 55Q: 3 clusters Score -774071.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -774080.062500 Penalty: 2848.926025
	Iteration 56Q: 3 clusters Score -774080.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -774092.562500 Penalty: 2848.926025
	Iteration 57Q: 3 clusters Score -774092.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -774098.062500 Penalty: 2848.926025
	Iteration 58Q: 3 clusters Score -774098.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -774100.687500 Penalty: 2848.926025
	Iteration 59Q: 3 clusters Score -774100.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -774102.500000 Penalty: 2848.926025
	Iteration 60F: 3 clusters Score -774102.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -774106.062500 Penalty: 2848.926025
	Iteration 61Q: 3 clusters Score -774106.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -774108.062500 Penalty: 2848.926025
	Iteration 62Q: 3 clusters Score -774108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -774109.812500 Penalty: 2848.926025
	Iteration 63Q: 3 clusters Score -774109.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -774112.375000 Penalty: 2848.926025
	Iteration 64Q: 3 clusters Score -774112.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -774114.375000 Penalty: 2848.926025
	Iteration 65Q: 3 clusters Score -774114.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -774117.062500 Penalty: 2848.926025
	Iteration 66Q: 3 clusters Score -774117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -774118.375000 Penalty: 2848.926025
	Iteration 67Q: 3 clusters Score -774118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -774118.875000 Penalty: 2848.926025
	Iteration 68Q: 3 clusters Score -774118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -774120.125000 Penalty: 2848.926025
	Iteration 69Q: 3 clusters Score -774120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -774122.312500 Penalty: 2848.926025
	Iteration 70Q: 3 clusters Score -774122.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -774122.500000 Penalty: 2848.926025
	Iteration 71Q: 3 clusters Score -774122.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -774122.875000 Penalty: 2848.926025
	Iteration 72Q: 3 clusters Score -774122.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -774122.875000 Penalty: 2848.926025
	Iteration 73F: 3 clusters Score -774122.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Entering Unmasked Estep 
Score: -1116147.250000 Penalty: 1481.800659
	Iteration 0F: 2 clusters Score -1116147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1109556.250000 Penalty: 2963.601318
	Iteration 0F: 3 clusters Score -1109556 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1111780.750000 Penalty: 2963.601318
	Iteration 1F: 3 clusters Score -1111781 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1112016.125000 Penalty: 2963.601318
	Iteration 2F: 3 clusters Score -1112016 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1112187.375000 Penalty: 2963.601318
	Iteration 3Q: 3 clusters Score -1112187 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1112337.625000 Penalty: 2963.601318
	Iteration 4Q: 3 clusters Score -1112338 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1112487.625000 Penalty: 2963.601318
	Iteration 5Q: 3 clusters Score -1112488 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1112640.875000 Penalty: 2963.601318
	Iteration 6Q: 3 clusters Score -1112641 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1112800.000000 Penalty: 2963.601318
	Iteration 7Q: 3 clusters Score -1112800 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1112984.750000 Penalty: 2963.601318
	Iteration 8Q: 3 clusters Score -1112985 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1113175.750000 Penalty: 2963.601318
	Iteration 9Q: 3 clusters Score -1113176 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1113383.375000 Penalty: 2963.601318
	Iteration 10Q: 3 clusters Score -1113383 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1113591.625000 Penalty: 2963.601318
	Iteration 11Q: 3 clusters Score -1113592 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1113812.750000 Penalty: 2963.601318
	Iteration 12Q: 3 clusters Score -1113813 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1113985.250000 Penalty: 2963.601318
	Iteration 13Q: 3 clusters Score -1113985 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1114142.500000 Penalty: 2963.601318
	Iteration 14Q: 3 clusters Score -1114142 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1114290.875000 Penalty: 2963.601318
	Iteration 15Q: 3 clusters Score -1114291 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1114441.625000 Penalty: 2963.601318
	Iteration 16Q: 3 clusters Score -1114442 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1114550.625000 Penalty: 2963.601318
	Iteration 17Q: 3 clusters Score -1114551 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1114626.000000 Penalty: 2963.601318
	Iteration 18Q: 3 clusters Score -1114626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1114691.750000 Penalty: 2963.601318
	Iteration 19Q: 3 clusters Score -1114692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1114755.750000 Penalty: 2963.601318
	Iteration 20F: 3 clusters Score -1114756 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1114793.875000 Penalty: 2963.601318
	Iteration 21Q: 3 clusters Score -1114794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1114820.625000 Penalty: 2963.601318
	Iteration 22Q: 3 clusters Score -1114821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1114838.000000 Penalty: 2963.601318
	Iteration 23Q: 3 clusters Score -1114838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1114854.625000 Penalty: 2963.601318
	Iteration 24Q: 3 clusters Score -1114855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1114872.250000 Penalty: 2963.601318
	Iteration 25Q: 3 clusters Score -1114872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1114891.875000 Penalty: 2963.601318
	Iteration 26Q: 3 clusters Score -1114892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1114902.500000 Penalty: 2963.601318
	Iteration 27Q: 3 clusters Score -1114902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1114916.125000 Penalty: 2963.601318
	Iteration 28Q: 3 clusters Score -1114916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1114928.125000 Penalty: 2963.601318
	Iteration 29Q: 3 clusters Score -1114928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1114937.125000 Penalty: 2963.601318
	Iteration 30Q: 3 clusters Score -1114937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1114942.250000 Penalty: 2963.601318
	Iteration 31Q: 3 clusters Score -1114942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1114946.250000 Penalty: 2963.601318
	Iteration 32Q: 3 clusters Score -1114946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1114953.500000 Penalty: 2963.601318
	Iteration 33Q: 3 clusters Score -1114954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1114959.750000 Penalty: 2963.601318
	Iteration 34Q: 3 clusters Score -1114960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1114961.875000 Penalty: 2963.601318
	Iteration 35Q: 3 clusters Score -1114962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1114962.375000 Penalty: 2963.601318
	Iteration 36Q: 3 clusters Score -1114962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1114964.125000 Penalty: 2963.601318
	Iteration 37Q: 3 clusters Score -1114964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1114965.125000 Penalty: 2963.601318
	Iteration 38Q: 3 clusters Score -1114965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1114965.125000 Penalty: 2963.601318
	Iteration 39F: 3 clusters Score -1114965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32316.642578 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -32316.64 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 180 members 
Entering Unmasked Estep 
Score: -31450.271484 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -31450.27 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31581.904297 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -31581.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31614.634766 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -31614.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31632.009766 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -31632.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31653.580078 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -31653.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31665.433594 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -31665.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31668.207031 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -31668.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31668.207031 Penalty: 1889.592529
	Iteration 7F: 3 clusters Score -31668.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -10104.012695 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -10104.01 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 98 members 
Entering Unmasked Estep 
Score: -9525.308594 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -9525.309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9785.215820 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -9785.216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9818.464844 Penalty: 1693.083008
	Iteration 2Q: 3 clusters Score -9818.465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9842.208008 Penalty: 1693.083008
	Iteration 3Q: 3 clusters Score -9842.208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9853.628906 Penalty: 1693.083008
	Iteration 4Q: 3 clusters Score -9853.629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9861.920898 Penalty: 1693.083008
	Iteration 5Q: 3 clusters Score -9861.921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9867.325195 Penalty: 1693.083008
	Iteration 6Q: 3 clusters Score -9867.325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9867.325195 Penalty: 1693.083008
	Iteration 7F: 3 clusters Score -9867.325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -52988.800781 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -52988.8 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 271 members 
Entering Unmasked Estep 
Score: -52053.136719 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -52053.14 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52439.410156 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -52439.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52666.054688 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -52666.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52851.261719 Penalty: 2050.131836
	Iteration 3F: 3 clusters Score -52851.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53003.957031 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -53003.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -53064.300781 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -53064.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53094.742188 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -53094.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53108.933594 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -53108.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -53113.398438 Penalty: 2050.131836
	Iteration 8Q: 3 clusters Score -53113.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53129.269531 Penalty: 2050.131836
	Iteration 9Q: 3 clusters Score -53129.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53138.257812 Penalty: 2050.131836
	Iteration 10Q: 3 clusters Score -53138.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53145.609375 Penalty: 2050.131836
	Iteration 11Q: 3 clusters Score -53145.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53147.812500 Penalty: 2050.131836
	Iteration 12Q: 3 clusters Score -53147.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53147.812500 Penalty: 2050.131836
	Iteration 13F: 3 clusters Score -53147.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 96389 members 
Mstep: Class 4 contains 92577 members 
Mstep: Class 5 contains 98767 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23085 members 
Mstep: Class 11 contains 99617 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10265 members 
Mstep: Class 14 contains 8785 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 99253 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 82993 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 45668 members 
Mstep: Class 24 contains 29499 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6412 members 
Mstep: Class 28 contains 9125 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 340 members 
Entering Unmasked Estep 
Score: -102226896.000000 Penalty: 70941.500000
Splitting cluster 31 changes total score from -102227904.000000 to -102226896.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 96389 members 
Mstep: Class 4 contains 92577 members 
Mstep: Class 5 contains 98767 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23085 members 
Mstep: Class 11 contains 99617 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10265 members 
Mstep: Class 14 contains 8785 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 99253 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 82993 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 45668 members 
Mstep: Class 24 contains 29499 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6412 members 
Mstep: Class 28 contains 9125 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227968.000000 Penalty: 68724.578125
Iteration 399Q: 32 clusters Score -1.02228e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 96377 members 
Mstep: Class 4 contains 92617 members 
Mstep: Class 5 contains 98816 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23042 members 
Mstep: Class 11 contains 99554 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10257 members 
Mstep: Class 14 contains 8781 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 99231 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 83109 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 45572 members 
Mstep: Class 24 contains 29504 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6416 members 
Mstep: Class 28 contains 9137 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227960.000000 Penalty: 68724.578125
Iteration 400F: 32 clusters Score -1.02228e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 96371 members 
Mstep: Class 4 contains 92653 members 
Mstep: Class 5 contains 98860 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 23005 members 
Mstep: Class 11 contains 99482 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10251 members 
Mstep: Class 14 contains 8776 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 99223 members 
Mstep: Class 17 contains 3840 members 
Mstep: Class 18 contains 83255 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 45454 members 
Mstep: Class 24 contains 29499 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6422 members 
Mstep: Class 28 contains 9141 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227928.000000 Penalty: 68724.578125
Iteration 401Q: 32 clusters Score -1.022279e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98242 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 96369 members 
Mstep: Class 4 contains 92675 members 
Mstep: Class 5 contains 98933 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 22973 members 
Mstep: Class 11 contains 99408 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10246 members 
Mstep: Class 14 contains 8776 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 99218 members 
Mstep: Class 17 contains 3842 members 
Mstep: Class 18 contains 83376 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 45337 members 
Mstep: Class 24 contains 29500 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6425 members 
Mstep: Class 28 contains 9146 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227816.000000 Penalty: 68724.578125
Iteration 402Q: 32 clusters Score -1.022278e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98251 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 96363 members 
Mstep: Class 4 contains 92726 members 
Mstep: Class 5 contains 99007 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 22949 members 
Mstep: Class 11 contains 99356 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10234 members 
Mstep: Class 14 contains 8779 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 99157 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 83521 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 45207 members 
Mstep: Class 24 contains 29501 members 
Mstep: Class 25 contains 4916 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 9145 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227976.000000 Penalty: 68724.578125
Iteration 403Q: 32 clusters Score -1.02228e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 7214 members 
Mstep: Class 3 contains 96355 members 
Mstep: Class 4 contains 92786 members 
Mstep: Class 5 contains 99078 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 22937 members 
Mstep: Class 11 contains 99285 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10227 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 99094 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 83685 members 
Mstep: Class 19 contains 5482 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 45057 members 
Mstep: Class 24 contains 29502 members 
Mstep: Class 25 contains 4916 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 9149 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228328.000000 Penalty: 68724.578125
Iteration 404Q: 32 clusters Score -1.022283e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 7216 members 
Mstep: Class 3 contains 96356 members 
Mstep: Class 4 contains 92777 members 
Mstep: Class 5 contains 99167 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 22924 members 
Mstep: Class 11 contains 99210 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10223 members 
Mstep: Class 14 contains 8782 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 99064 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 83839 members 
Mstep: Class 19 contains 5482 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 44932 members 
Mstep: Class 24 contains 29503 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6430 members 
Mstep: Class 28 contains 9156 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228440.000000 Penalty: 68724.578125
Iteration 405Q: 32 clusters Score -1.022284e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 7217 members 
Mstep: Class 3 contains 96361 members 
Mstep: Class 4 contains 92795 members 
Mstep: Class 5 contains 99250 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 22909 members 
Mstep: Class 11 contains 99132 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10219 members 
Mstep: Class 14 contains 8786 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 99014 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 18 contains 83989 members 
Mstep: Class 19 contains 5482 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 44797 members 
Mstep: Class 24 contains 29501 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 2596 members 
Mstep: Class 27 contains 6431 members 
Mstep: Class 28 contains 9172 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228560.000000 Penalty: 68724.578125
Iteration 406Q: 32 clusters Score -1.022286e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98267 members 
Mstep: Class 2 contains 7218 members 
Mstep: Class 3 contains 96353 members 
Mstep: Class 4 contains 92816 members 
Mstep: Class 5 contains 99347 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 22890 members 
Mstep: Class 11 contains 99032 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10216 members 
Mstep: Class 14 contains 8798 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 98980 members 
Mstep: Class 17 contains 3842 members 
Mstep: Class 18 contains 84139 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 44669 members 
Mstep: Class 24 contains 29492 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 6433 members 
Mstep: Class 28 contains 9184 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228664.000000 Penalty: 68724.578125
Iteration 407Q: 32 clusters Score -1.022287e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 7221 members 
Mstep: Class 3 contains 96350 members 
Mstep: Class 4 contains 92854 members 
Mstep: Class 5 contains 99425 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22881 members 
Mstep: Class 11 contains 98938 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 98950 members 
Mstep: Class 17 contains 3847 members 
Mstep: Class 18 contains 84288 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 44526 members 
Mstep: Class 24 contains 29486 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 2598 members 
Mstep: Class 27 contains 6433 members 
Mstep: Class 28 contains 9198 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228640.000000 Penalty: 68724.578125
Iteration 408Q: 32 clusters Score -1.022286e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 7223 members 
Mstep: Class 3 contains 96346 members 
Mstep: Class 4 contains 92881 members 
Mstep: Class 5 contains 99528 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22872 members 
Mstep: Class 11 contains 98817 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10218 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 98941 members 
Mstep: Class 17 contains 3848 members 
Mstep: Class 18 contains 84435 members 
Mstep: Class 19 contains 5482 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 44376 members 
Mstep: Class 24 contains 29478 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6436 members 
Mstep: Class 28 contains 9212 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228512.000000 Penalty: 68724.578125
Iteration 409Q: 32 clusters Score -1.022285e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 7223 members 
Mstep: Class 3 contains 96338 members 
Mstep: Class 4 contains 92906 members 
Mstep: Class 5 contains 99650 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 98670 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10219 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 98971 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 18 contains 84575 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 44228 members 
Mstep: Class 24 contains 29468 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6440 members 
Mstep: Class 28 contains 9219 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228656.000000 Penalty: 68724.578125
Iteration 410Q: 32 clusters Score -1.022287e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98254 members 
Mstep: Class 2 contains 7227 members 
Mstep: Class 3 contains 96327 members 
Mstep: Class 4 contains 92911 members 
Mstep: Class 5 contains 99789 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22843 members 
Mstep: Class 11 contains 98560 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10218 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 98992 members 
Mstep: Class 17 contains 3848 members 
Mstep: Class 18 contains 84682 members 
Mstep: Class 19 contains 5483 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 44086 members 
Mstep: Class 24 contains 29462 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6442 members 
Mstep: Class 28 contains 9228 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228792.000000 Penalty: 68724.578125
Iteration 411Q: 32 clusters Score -1.022288e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98250 members 
Mstep: Class 2 contains 7228 members 
Mstep: Class 3 contains 96317 members 
Mstep: Class 4 contains 92924 members 
Mstep: Class 5 contains 99925 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22830 members 
Mstep: Class 11 contains 98464 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10220 members 
Mstep: Class 14 contains 8810 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 99012 members 
Mstep: Class 17 contains 3850 members 
Mstep: Class 18 contains 84785 members 
Mstep: Class 19 contains 5483 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 43932 members 
Mstep: Class 24 contains 29452 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6443 members 
Mstep: Class 28 contains 9239 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228776.000000 Penalty: 68724.578125
Iteration 412Q: 32 clusters Score -1.022288e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 7229 members 
Mstep: Class 3 contains 96310 members 
Mstep: Class 4 contains 92946 members 
Mstep: Class 5 contains 100054 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22819 members 
Mstep: Class 11 contains 98359 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10219 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 99061 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 84861 members 
Mstep: Class 19 contains 5484 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 43777 members 
Mstep: Class 24 contains 29438 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6442 members 
Mstep: Class 28 contains 9249 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228704.000000 Penalty: 68724.578125
Iteration 413Q: 32 clusters Score -1.022287e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 7231 members 
Mstep: Class 3 contains 96299 members 
Mstep: Class 4 contains 92941 members 
Mstep: Class 5 contains 100164 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22810 members 
Mstep: Class 11 contains 98309 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 99088 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 84930 members 
Mstep: Class 19 contains 5486 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 43634 members 
Mstep: Class 24 contains 29436 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6441 members 
Mstep: Class 28 contains 9257 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228520.000000 Penalty: 68724.578125
Iteration 414Q: 32 clusters Score -1.022285e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98245 members 
Mstep: Class 2 contains 7233 members 
Mstep: Class 3 contains 96289 members 
Mstep: Class 4 contains 92941 members 
Mstep: Class 5 contains 100290 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22798 members 
Mstep: Class 11 contains 98309 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10215 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 99088 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 18 contains 84970 members 
Mstep: Class 19 contains 5488 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 43481 members 
Mstep: Class 24 contains 29436 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6442 members 
Mstep: Class 28 contains 9263 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228704.000000 Penalty: 68724.578125
Iteration 415Q: 32 clusters Score -1.022287e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 7235 members 
Mstep: Class 3 contains 96277 members 
Mstep: Class 4 contains 92959 members 
Mstep: Class 5 contains 100440 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22785 members 
Mstep: Class 11 contains 98298 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 99079 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 18 contains 84984 members 
Mstep: Class 19 contains 5491 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 43329 members 
Mstep: Class 24 contains 29441 members 
Mstep: Class 25 contains 4921 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6442 members 
Mstep: Class 28 contains 9264 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228464.000000 Penalty: 68724.578125
Iteration 416Q: 32 clusters Score -1.022285e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 7236 members 
Mstep: Class 3 contains 96265 members 
Mstep: Class 4 contains 92966 members 
Mstep: Class 5 contains 100583 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22763 members 
Mstep: Class 11 contains 98308 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10209 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 99046 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 85001 members 
Mstep: Class 19 contains 5494 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 43201 members 
Mstep: Class 24 contains 29447 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6442 members 
Mstep: Class 28 contains 9274 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228152.000000 Penalty: 68724.578125
Iteration 417Q: 32 clusters Score -1.022282e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 7237 members 
Mstep: Class 3 contains 96260 members 
Mstep: Class 4 contains 92951 members 
Mstep: Class 5 contains 100805 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22742 members 
Mstep: Class 11 contains 98311 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10209 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 99013 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 84967 members 
Mstep: Class 19 contains 5496 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 43065 members 
Mstep: Class 24 contains 29460 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6442 members 
Mstep: Class 28 contains 9277 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228248.000000 Penalty: 68724.578125
Iteration 418Q: 32 clusters Score -1.022282e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 96249 members 
Mstep: Class 4 contains 92925 members 
Mstep: Class 5 contains 101006 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 98316 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10210 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 99022 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 84932 members 
Mstep: Class 19 contains 5500 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 42946 members 
Mstep: Class 24 contains 29473 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6442 members 
Mstep: Class 28 contains 9278 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228400.000000 Penalty: 68724.578125
Iteration 419Q: 32 clusters Score -1.022284e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 96240 members 
Mstep: Class 4 contains 92902 members 
Mstep: Class 5 contains 101246 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22684 members 
Mstep: Class 11 contains 98295 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 99001 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 84886 members 
Mstep: Class 19 contains 5504 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 42817 members 
Mstep: Class 24 contains 29495 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6445 members 
Mstep: Class 28 contains 9285 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228416.000000 Penalty: 68724.578125
Iteration 420F: 32 clusters Score -1.022284e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 96244 members 
Mstep: Class 4 contains 92873 members 
Mstep: Class 5 contains 101527 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22660 members 
Mstep: Class 11 contains 98255 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10200 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 98961 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 84833 members 
Mstep: Class 19 contains 5510 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 42694 members 
Mstep: Class 24 contains 29516 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 9287 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228584.000000 Penalty: 68724.578125
Iteration 421Q: 32 clusters Score -1.022286e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 7240 members 
Mstep: Class 3 contains 96251 members 
Mstep: Class 4 contains 92824 members 
Mstep: Class 5 contains 101856 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22629 members 
Mstep: Class 11 contains 98211 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10197 members 
Mstep: Class 14 contains 8808 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 98937 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 84739 members 
Mstep: Class 19 contains 5516 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2742 members 
Mstep: Class 23 contains 42604 members 
Mstep: Class 24 contains 29524 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6448 members 
Mstep: Class 28 contains 9284 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228584.000000 Penalty: 68724.578125
Iteration 422Q: 32 clusters Score -1.022286e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 7240 members 
Mstep: Class 3 contains 96240 members 
Mstep: Class 4 contains 92764 members 
Mstep: Class 5 contains 102189 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22607 members 
Mstep: Class 11 contains 98136 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 8808 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 98917 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 84670 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2742 members 
Mstep: Class 23 contains 42510 members 
Mstep: Class 24 contains 29537 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6449 members 
Mstep: Class 28 contains 9283 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228656.000000 Penalty: 68724.578125
Iteration 423Q: 32 clusters Score -1.022287e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 7241 members 
Mstep: Class 3 contains 96234 members 
Mstep: Class 4 contains 92719 members 
Mstep: Class 5 contains 102611 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22583 members 
Mstep: Class 11 contains 98010 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10200 members 
Mstep: Class 14 contains 8807 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 98859 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 84594 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2742 members 
Mstep: Class 23 contains 42415 members 
Mstep: Class 24 contains 29553 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6451 members 
Mstep: Class 28 contains 9281 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229024.000000 Penalty: 68724.578125
Iteration 424Q: 32 clusters Score -1.02229e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98198 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 96235 members 
Mstep: Class 4 contains 92678 members 
Mstep: Class 5 contains 102990 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22567 members 
Mstep: Class 11 contains 97862 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 8801 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 98821 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 84549 members 
Mstep: Class 19 contains 5520 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 42318 members 
Mstep: Class 24 contains 29573 members 
Mstep: Class 25 contains 4917 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6454 members 
Mstep: Class 28 contains 9284 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229408.000000 Penalty: 68724.578125
Iteration 425Q: 32 clusters Score -1.022294e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 96238 members 
Mstep: Class 4 contains 92611 members 
Mstep: Class 5 contains 103354 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22544 members 
Mstep: Class 11 contains 97668 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 8798 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 98795 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 84552 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2744 members 
Mstep: Class 23 contains 42233 members 
Mstep: Class 24 contains 29600 members 
Mstep: Class 25 contains 4916 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 9287 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229536.000000 Penalty: 68724.578125
Iteration 426Q: 32 clusters Score -1.022295e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 96237 members 
Mstep: Class 4 contains 92564 members 
Mstep: Class 5 contains 103685 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22514 members 
Mstep: Class 11 contains 97488 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 8790 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 98721 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 84605 members 
Mstep: Class 19 contains 5525 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2746 members 
Mstep: Class 23 contains 42155 members 
Mstep: Class 24 contains 29625 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2598 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 9291 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229816.000000 Penalty: 68724.578125
Iteration 427Q: 32 clusters Score -1.022298e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 96240 members 
Mstep: Class 4 contains 92479 members 
Mstep: Class 5 contains 103985 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22482 members 
Mstep: Class 11 contains 97329 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10197 members 
Mstep: Class 14 contains 8788 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98691 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 84666 members 
Mstep: Class 19 contains 5528 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 42081 members 
Mstep: Class 24 contains 29647 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 2598 members 
Mstep: Class 27 contains 6453 members 
Mstep: Class 28 contains 9295 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229904.000000 Penalty: 68724.578125
Iteration 428Q: 32 clusters Score -1.022299e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 7239 members 
Mstep: Class 3 contains 96242 members 
Mstep: Class 4 contains 92371 members 
Mstep: Class 5 contains 104302 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22448 members 
Mstep: Class 11 contains 97140 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 10195 members 
Mstep: Class 14 contains 8784 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98665 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 84726 members 
Mstep: Class 19 contains 5532 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2751 members 
Mstep: Class 23 contains 42030 members 
Mstep: Class 24 contains 29669 members 
Mstep: Class 25 contains 4925 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6451 members 
Mstep: Class 28 contains 9302 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230208.000000 Penalty: 68724.578125
Iteration 429Q: 32 clusters Score -1.022302e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98165 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 96242 members 
Mstep: Class 4 contains 92308 members 
Mstep: Class 5 contains 104626 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22428 members 
Mstep: Class 11 contains 96912 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 8785 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98639 members 
Mstep: Class 17 contains 3888 members 
Mstep: Class 18 contains 84788 members 
Mstep: Class 19 contains 5537 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2751 members 
Mstep: Class 23 contains 41943 members 
Mstep: Class 24 contains 29694 members 
Mstep: Class 25 contains 4923 members 
Mstep: Class 26 contains 2601 members 
Mstep: Class 27 contains 6451 members 
Mstep: Class 28 contains 9306 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230552.000000 Penalty: 68724.578125
Iteration 430Q: 32 clusters Score -1.022306e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 96242 members 
Mstep: Class 4 contains 92208 members 
Mstep: Class 5 contains 104954 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22408 members 
Mstep: Class 11 contains 96731 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 8785 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 98642 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 84825 members 
Mstep: Class 19 contains 5540 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2752 members 
Mstep: Class 23 contains 41846 members 
Mstep: Class 24 contains 29708 members 
Mstep: Class 25 contains 4924 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6453 members 
Mstep: Class 28 contains 9313 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230448.000000 Penalty: 68724.578125
Iteration 431Q: 32 clusters Score -1.022304e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 96242 members 
Mstep: Class 4 contains 92106 members 
Mstep: Class 5 contains 105258 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22391 members 
Mstep: Class 11 contains 96545 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 10197 members 
Mstep: Class 14 contains 8784 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98594 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 84911 members 
Mstep: Class 19 contains 5542 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2752 members 
Mstep: Class 23 contains 41756 members 
Mstep: Class 24 contains 29746 members 
Mstep: Class 25 contains 4930 members 
Mstep: Class 26 contains 2605 members 
Mstep: Class 27 contains 6452 members 
Mstep: Class 28 contains 9316 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230872.000000 Penalty: 68724.578125
Iteration 432Q: 32 clusters Score -1.022309e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 96242 members 
Mstep: Class 4 contains 92005 members 
Mstep: Class 5 contains 105589 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22371 members 
Mstep: Class 11 contains 96330 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 10196 members 
Mstep: Class 14 contains 8785 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98567 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 84998 members 
Mstep: Class 19 contains 5547 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2753 members 
Mstep: Class 23 contains 41660 members 
Mstep: Class 24 contains 29783 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2605 members 
Mstep: Class 27 contains 6450 members 
Mstep: Class 28 contains 9312 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230896.000000 Penalty: 68724.578125
Iteration 433Q: 32 clusters Score -1.022309e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 96242 members 
Mstep: Class 4 contains 91894 members 
Mstep: Class 5 contains 105893 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22350 members 
Mstep: Class 11 contains 96161 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 10192 members 
Mstep: Class 14 contains 8787 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98530 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 85100 members 
Mstep: Class 19 contains 5549 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2754 members 
Mstep: Class 23 contains 41555 members 
Mstep: Class 24 contains 29806 members 
Mstep: Class 25 contains 4932 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6451 members 
Mstep: Class 28 contains 9313 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231040.000000 Penalty: 68724.578125
Iteration 434Q: 32 clusters Score -1.02231e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 7246 members 
Mstep: Class 3 contains 96243 members 
Mstep: Class 4 contains 91762 members 
Mstep: Class 5 contains 106150 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22328 members 
Mstep: Class 11 contains 95995 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 10190 members 
Mstep: Class 14 contains 8793 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 98533 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 85196 members 
Mstep: Class 19 contains 5551 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2756 members 
Mstep: Class 23 contains 41462 members 
Mstep: Class 24 contains 29835 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 9320 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231448.000000 Penalty: 68724.578125
Iteration 435Q: 32 clusters Score -1.022314e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 7246 members 
Mstep: Class 3 contains 96237 members 
Mstep: Class 4 contains 91647 members 
Mstep: Class 5 contains 106461 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22311 members 
Mstep: Class 11 contains 95793 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 10189 members 
Mstep: Class 14 contains 8790 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98535 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 85289 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41347 members 
Mstep: Class 24 contains 29863 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6457 members 
Mstep: Class 28 contains 9326 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231504.000000 Penalty: 68724.578125
Iteration 436Q: 32 clusters Score -1.022315e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98220 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 96220 members 
Mstep: Class 4 contains 91518 members 
Mstep: Class 5 contains 106797 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22297 members 
Mstep: Class 11 contains 95593 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 10189 members 
Mstep: Class 14 contains 8791 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98512 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 85361 members 
Mstep: Class 19 contains 5556 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41270 members 
Mstep: Class 24 contains 29888 members 
Mstep: Class 25 contains 4929 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6459 members 
Mstep: Class 28 contains 9329 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231840.000000 Penalty: 68724.578125
Iteration 437Q: 32 clusters Score -1.022318e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 96213 members 
Mstep: Class 4 contains 91399 members 
Mstep: Class 5 contains 107126 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22280 members 
Mstep: Class 11 contains 95405 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 10194 members 
Mstep: Class 14 contains 8791 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98476 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 85422 members 
Mstep: Class 19 contains 5563 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 41194 members 
Mstep: Class 24 contains 29917 members 
Mstep: Class 25 contains 4929 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 9326 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232176.000000 Penalty: 68724.578125
Iteration 438Q: 32 clusters Score -1.022322e+08 nChanged 1381
Entering ConstructFrom: 
Score: -102232176.000000 Penalty: 68724.578125
Entering ConstructFrom: 
Trying to split cluster 1 (98235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Entering Unmasked Estep 
Score: -12301329.000000 Penalty: 1867.956665
	Iteration 0F: 2 clusters Score -1.230133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -12239731.000000 Penalty: 3735.913330
	Iteration 0F: 3 clusters Score -1.223973e+07 nChanged 47009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -12267091.000000 Penalty: 3735.913330
	Iteration 1F: 3 clusters Score -1.226709e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -12268400.000000 Penalty: 3735.913330
	Iteration 2Q: 3 clusters Score -1.22684e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -12270692.000000 Penalty: 3735.913330
	Iteration 3Q: 3 clusters Score -1.227069e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -12274152.000000 Penalty: 3735.913330
	Iteration 4F: 3 clusters Score -1.227415e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -12278787.000000 Penalty: 3735.913330
	Iteration 5F: 3 clusters Score -1.227879e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -12283911.000000 Penalty: 3735.913330
	Iteration 6F: 3 clusters Score -1.228391e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -12288300.000000 Penalty: 3735.913330
	Iteration 7F: 3 clusters Score -1.22883e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -12291623.000000 Penalty: 3735.913330
	Iteration 8F: 3 clusters Score -1.229162e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -12293611.000000 Penalty: 3735.913330
	Iteration 9Q: 3 clusters Score -1.229361e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -12294882.000000 Penalty: 3735.913330
	Iteration 10Q: 3 clusters Score -1.229488e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -12295964.000000 Penalty: 3735.913330
	Iteration 11Q: 3 clusters Score -1.229596e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -12296850.000000 Penalty: 3735.913330
	Iteration 12Q: 3 clusters Score -1.229685e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -12297526.000000 Penalty: 3735.913330
	Iteration 13Q: 3 clusters Score -1.229753e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -12298011.000000 Penalty: 3735.913330
	Iteration 14Q: 3 clusters Score -1.229801e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -12298270.000000 Penalty: 3735.913330
	Iteration 15Q: 3 clusters Score -1.229827e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -12298445.000000 Penalty: 3735.913330
	Iteration 16Q: 3 clusters Score -1.229844e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -12298595.000000 Penalty: 3735.913330
	Iteration 17Q: 3 clusters Score -1.22986e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -12298719.000000 Penalty: 3735.913330
	Iteration 18Q: 3 clusters Score -1.229872e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -12298805.000000 Penalty: 3735.913330
	Iteration 19Q: 3 clusters Score -1.22988e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -12298928.000000 Penalty: 3735.913330
	Iteration 20F: 3 clusters Score -1.229893e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -12298995.000000 Penalty: 3735.913330
	Iteration 21Q: 3 clusters Score -1.2299e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -12299034.000000 Penalty: 3735.913330
	Iteration 22Q: 3 clusters Score -1.229903e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -12299112.000000 Penalty: 3735.913330
	Iteration 23Q: 3 clusters Score -1.229911e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -12299199.000000 Penalty: 3735.913330
	Iteration 24Q: 3 clusters Score -1.22992e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -12299227.000000 Penalty: 3735.913330
	Iteration 25Q: 3 clusters Score -1.229923e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -12299253.000000 Penalty: 3735.913330
	Iteration 26Q: 3 clusters Score -1.229925e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -12299275.000000 Penalty: 3735.913330
	Iteration 27Q: 3 clusters Score -1.229928e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -12299342.000000 Penalty: 3735.913330
	Iteration 28Q: 3 clusters Score -1.229934e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -12299388.000000 Penalty: 3735.913330
	Iteration 29Q: 3 clusters Score -1.229939e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 68023 members 
Entering Unmasked Estep 
Score: -12299381.000000 Penalty: 3735.913330
	Iteration 30Q: 3 clusters Score -1.229938e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -12299418.000000 Penalty: 3735.913330
	Iteration 31Q: 3 clusters Score -1.229942e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -12299462.000000 Penalty: 3735.913330
	Iteration 32Q: 3 clusters Score -1.229946e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -12299491.000000 Penalty: 3735.913330
	Iteration 33Q: 3 clusters Score -1.229949e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -12299585.000000 Penalty: 3735.913330
	Iteration 34Q: 3 clusters Score -1.229958e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -12299600.000000 Penalty: 3735.913330
	Iteration 35Q: 3 clusters Score -1.22996e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -12299601.000000 Penalty: 3735.913330
	Iteration 36Q: 3 clusters Score -1.22996e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -12299622.000000 Penalty: 3735.913330
	Iteration 37Q: 3 clusters Score -1.229962e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
Score: -12299628.000000 Penalty: 3735.913330
	Iteration 38Q: 3 clusters Score -1.229963e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -12299647.000000 Penalty: 3735.913330
	Iteration 39Q: 3 clusters Score -1.229965e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -12299661.000000 Penalty: 3735.913330
	Iteration 40F: 3 clusters Score -1.229966e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -12299664.000000 Penalty: 3735.913330
	Iteration 41Q: 3 clusters Score -1.229966e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -12299663.000000 Penalty: 3735.913330
	Iteration 42Q: 3 clusters Score -1.229966e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -12299676.000000 Penalty: 3735.913330
	Iteration 43Q: 3 clusters Score -1.229968e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -12299681.000000 Penalty: 3735.913330
	Iteration 44Q: 3 clusters Score -1.229968e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -12299680.000000 Penalty: 3735.913330
	Iteration 45Q: 3 clusters Score -1.229968e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -12299687.000000 Penalty: 3735.913330
	Iteration 46Q: 3 clusters Score -1.229969e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -12299675.000000 Penalty: 3735.913330
	Iteration 47Q: 3 clusters Score -1.229968e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -12299714.000000 Penalty: 3735.913330
	Iteration 48Q: 3 clusters Score -1.229971e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 72238 members 
Entering Unmasked Estep 
Score: -12299747.000000 Penalty: 3735.913330
	Iteration 49Q: 3 clusters Score -1.229975e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -12299772.000000 Penalty: 3735.913330
	Iteration 50Q: 3 clusters Score -1.229977e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -12299790.000000 Penalty: 3735.913330
	Iteration 51Q: 3 clusters Score -1.229979e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -12299817.000000 Penalty: 3735.913330
	Iteration 52Q: 3 clusters Score -1.229982e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -12299846.000000 Penalty: 3735.913330
	Iteration 53Q: 3 clusters Score -1.229985e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -12299894.000000 Penalty: 3735.913330
	Iteration 54Q: 3 clusters Score -1.229989e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -12299878.000000 Penalty: 3735.913330
	Iteration 55Q: 3 clusters Score -1.229988e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -12299871.000000 Penalty: 3735.913330
	Iteration 56Q: 3 clusters Score -1.229987e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -12299915.000000 Penalty: 3735.913330
	Iteration 57Q: 3 clusters Score -1.229992e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -12299906.000000 Penalty: 3735.913330
	Iteration 58Q: 3 clusters Score -1.229991e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -12299924.000000 Penalty: 3735.913330
	Iteration 59Q: 3 clusters Score -1.229992e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -12299997.000000 Penalty: 3735.913330
	Iteration 60F: 3 clusters Score -1.23e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -12300014.000000 Penalty: 3735.913330
	Iteration 61Q: 3 clusters Score -1.230001e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -12300007.000000 Penalty: 3735.913330
	Iteration 62Q: 3 clusters Score -1.230001e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -12300064.000000 Penalty: 3735.913330
	Iteration 63Q: 3 clusters Score -1.230006e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -12300109.000000 Penalty: 3735.913330
	Iteration 64Q: 3 clusters Score -1.230011e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -12300140.000000 Penalty: 3735.913330
	Iteration 65Q: 3 clusters Score -1.230014e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -12300124.000000 Penalty: 3735.913330
	Iteration 66Q: 3 clusters Score -1.230012e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -12300137.000000 Penalty: 3735.913330
	Iteration 67Q: 3 clusters Score -1.230014e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -12300137.000000 Penalty: 3735.913330
	Iteration 68Q: 3 clusters Score -1.230014e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -12300124.000000 Penalty: 3735.913330
	Iteration 69Q: 3 clusters Score -1.230012e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -12300154.000000 Penalty: 3735.913330
	Iteration 70Q: 3 clusters Score -1.230015e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -12300129.000000 Penalty: 3735.913330
	Iteration 71Q: 3 clusters Score -1.230013e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -12300127.000000 Penalty: 3735.913330
	Iteration 72Q: 3 clusters Score -1.230013e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -12300088.000000 Penalty: 3735.913330
	Iteration 73Q: 3 clusters Score -1.230009e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 77983 members 
Entering Unmasked Estep 
Score: -12300038.000000 Penalty: 3735.913330
	Iteration 74Q: 3 clusters Score -1.230004e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 78348 members 
Entering Unmasked Estep 
Score: -12300032.000000 Penalty: 3735.913330
	Iteration 75Q: 3 clusters Score -1.230003e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -12299998.000000 Penalty: 3735.913330
	Iteration 76Q: 3 clusters Score -1.23e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -12299998.000000 Penalty: 3735.913330
	Iteration 77Q: 3 clusters Score -1.23e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -12299984.000000 Penalty: 3735.913330
	Iteration 78Q: 3 clusters Score -1.229998e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 80031 members 
Entering Unmasked Estep 
Score: -12299888.000000 Penalty: 3735.913330
	Iteration 79Q: 3 clusters Score -1.229989e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -12299926.000000 Penalty: 3735.913330
	Iteration 80F: 3 clusters Score -1.229993e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -12299939.000000 Penalty: 3735.913330
	Iteration 81Q: 3 clusters Score -1.229994e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -12300129.000000 Penalty: 3735.913330
	Iteration 82Q: 3 clusters Score -1.230013e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -12300424.000000 Penalty: 3735.913330
	Iteration 83Q: 3 clusters Score -1.230042e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -12300803.000000 Penalty: 3735.913330
	Iteration 84Q: 3 clusters Score -1.23008e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -12301024.000000 Penalty: 3735.913330
	Iteration 85Q: 3 clusters Score -1.230102e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 83378 members 
Entering Unmasked Estep 
Score: -12301256.000000 Penalty: 3735.913330
	Iteration 86Q: 3 clusters Score -1.230126e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -12301517.000000 Penalty: 3735.913330
	Iteration 87Q: 3 clusters Score -1.230152e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -12301797.000000 Penalty: 3735.913330
	Iteration 88Q: 3 clusters Score -1.23018e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -12301971.000000 Penalty: 3735.913330
	Iteration 89Q: 3 clusters Score -1.230197e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 85829 members 
Entering Unmasked Estep 
Score: -12302217.000000 Penalty: 3735.913330
	Iteration 90Q: 3 clusters Score -1.230222e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 86440 members 
Entering Unmasked Estep 
Score: -12302350.000000 Penalty: 3735.913330
	Iteration 91Q: 3 clusters Score -1.230235e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -12302470.000000 Penalty: 3735.913330
	Iteration 92Q: 3 clusters Score -1.230247e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -12302523.000000 Penalty: 3735.913330
	Iteration 93Q: 3 clusters Score -1.230252e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 88265 members 
Entering Unmasked Estep 
Score: -12302603.000000 Penalty: 3735.913330
	Iteration 94Q: 3 clusters Score -1.23026e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -12302622.000000 Penalty: 3735.913330
	Iteration 95Q: 3 clusters Score -1.230262e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 89319 members 
Entering Unmasked Estep 
Score: -12302638.000000 Penalty: 3735.913330
	Iteration 96Q: 3 clusters Score -1.230264e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -12302579.000000 Penalty: 3735.913330
	Iteration 97Q: 3 clusters Score -1.230258e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -12302515.000000 Penalty: 3735.913330
	Iteration 98Q: 3 clusters Score -1.230252e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -12302444.000000 Penalty: 3735.913330
	Iteration 99Q: 3 clusters Score -1.230244e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 90973 members 
Entering Unmasked Estep 
Score: -12302411.000000 Penalty: 3735.913330
	Iteration 100F: 3 clusters Score -1.230241e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 91306 members 
Entering Unmasked Estep 
Score: -12302324.000000 Penalty: 3735.913330
	Iteration 101Q: 3 clusters Score -1.230232e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -12302234.000000 Penalty: 3735.913330
	Iteration 102Q: 3 clusters Score -1.230223e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -12302159.000000 Penalty: 3735.913330
	Iteration 103Q: 3 clusters Score -1.230216e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -12302078.000000 Penalty: 3735.913330
	Iteration 104Q: 3 clusters Score -1.230208e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -12301965.000000 Penalty: 3735.913330
	Iteration 105Q: 3 clusters Score -1.230196e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
Score: -12301854.000000 Penalty: 3735.913330
	Iteration 106Q: 3 clusters Score -1.230185e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -12301821.000000 Penalty: 3735.913330
	Iteration 107Q: 3 clusters Score -1.230182e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -12301789.000000 Penalty: 3735.913330
	Iteration 108Q: 3 clusters Score -1.230179e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -12301767.000000 Penalty: 3735.913330
	Iteration 109Q: 3 clusters Score -1.230177e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 93442 members 
Entering Unmasked Estep 
Score: -12301739.000000 Penalty: 3735.913330
	Iteration 110Q: 3 clusters Score -1.230174e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -12301680.000000 Penalty: 3735.913330
	Iteration 111Q: 3 clusters Score -1.230168e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -12301632.000000 Penalty: 3735.913330
	Iteration 112Q: 3 clusters Score -1.230163e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -12301605.000000 Penalty: 3735.913330
	Iteration 113Q: 3 clusters Score -1.23016e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 93931 members 
Entering Unmasked Estep 
Score: -12301569.000000 Penalty: 3735.913330
	Iteration 114Q: 3 clusters Score -1.230157e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 94042 members 
Entering Unmasked Estep 
Score: -12301556.000000 Penalty: 3735.913330
	Iteration 115Q: 3 clusters Score -1.230156e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 94144 members 
Entering Unmasked Estep 
Score: -12301525.000000 Penalty: 3735.913330
	Iteration 116Q: 3 clusters Score -1.230152e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 94242 members 
Entering Unmasked Estep 
Score: -12301459.000000 Penalty: 3735.913330
	Iteration 117Q: 3 clusters Score -1.230146e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 94343 members 
Entering Unmasked Estep 
Score: -12301412.000000 Penalty: 3735.913330
	Iteration 118Q: 3 clusters Score -1.230141e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -12301401.000000 Penalty: 3735.913330
	Iteration 119Q: 3 clusters Score -1.23014e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -12301408.000000 Penalty: 3735.913330
	Iteration 120F: 3 clusters Score -1.230141e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -12301389.000000 Penalty: 3735.913330
	Iteration 121Q: 3 clusters Score -1.230139e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -12301376.000000 Penalty: 3735.913330
	Iteration 122Q: 3 clusters Score -1.230138e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 94734 members 
Entering Unmasked Estep 
Score: -12301324.000000 Penalty: 3735.913330
	Iteration 123Q: 3 clusters Score -1.230132e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -12301287.000000 Penalty: 3735.913330
	Iteration 124Q: 3 clusters Score -1.230129e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -12301268.000000 Penalty: 3735.913330
	Iteration 125Q: 3 clusters Score -1.230127e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -12301238.000000 Penalty: 3735.913330
	Iteration 126Q: 3 clusters Score -1.230124e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 94952 members 
Entering Unmasked Estep 
Score: -12301217.000000 Penalty: 3735.913330
	Iteration 127Q: 3 clusters Score -1.230122e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -12301192.000000 Penalty: 3735.913330
	Iteration 128Q: 3 clusters Score -1.230119e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 95057 members 
Entering Unmasked Estep 
Score: -12301191.000000 Penalty: 3735.913330
	Iteration 129Q: 3 clusters Score -1.230119e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 95103 members 
Entering Unmasked Estep 
Score: -12301164.000000 Penalty: 3735.913330
	Iteration 130Q: 3 clusters Score -1.230116e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 95146 members 
Entering Unmasked Estep 
Score: -12301140.000000 Penalty: 3735.913330
	Iteration 131Q: 3 clusters Score -1.230114e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 95182 members 
Entering Unmasked Estep 
Score: -12301094.000000 Penalty: 3735.913330
	Iteration 132Q: 3 clusters Score -1.230109e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -12301092.000000 Penalty: 3735.913330
	Iteration 133Q: 3 clusters Score -1.230109e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 95256 members 
Entering Unmasked Estep 
Score: -12301086.000000 Penalty: 3735.913330
	Iteration 134Q: 3 clusters Score -1.230109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -12301088.000000 Penalty: 3735.913330
	Iteration 135Q: 3 clusters Score -1.230109e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -12301037.000000 Penalty: 3735.913330
	Iteration 136Q: 3 clusters Score -1.230104e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 95389 members 
Entering Unmasked Estep 
Score: -12301008.000000 Penalty: 3735.913330
	Iteration 137Q: 3 clusters Score -1.230101e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 95447 members 
Entering Unmasked Estep 
Score: -12300979.000000 Penalty: 3735.913330
	Iteration 138Q: 3 clusters Score -1.230098e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -12300960.000000 Penalty: 3735.913330
	Iteration 139Q: 3 clusters Score -1.230096e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 95567 members 
Entering Unmasked Estep 
Score: -12300914.000000 Penalty: 3735.913330
	Iteration 140F: 3 clusters Score -1.230091e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -12300882.000000 Penalty: 3735.913330
	Iteration 141Q: 3 clusters Score -1.230088e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -12300878.000000 Penalty: 3735.913330
	Iteration 142Q: 3 clusters Score -1.230088e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -12300876.000000 Penalty: 3735.913330
	Iteration 143Q: 3 clusters Score -1.230088e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 95775 members 
Entering Unmasked Estep 
Score: -12300838.000000 Penalty: 3735.913330
	Iteration 144Q: 3 clusters Score -1.230084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -12300810.000000 Penalty: 3735.913330
	Iteration 145Q: 3 clusters Score -1.230081e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 95845 members 
Entering Unmasked Estep 
Score: -12300814.000000 Penalty: 3735.913330
	Iteration 146Q: 3 clusters Score -1.230081e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -12300811.000000 Penalty: 3735.913330
	Iteration 147Q: 3 clusters Score -1.230081e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 95932 members 
Entering Unmasked Estep 
Score: -12300788.000000 Penalty: 3735.913330
	Iteration 148Q: 3 clusters Score -1.230079e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 95965 members 
Entering Unmasked Estep 
Score: -12300800.000000 Penalty: 3735.913330
	Iteration 149Q: 3 clusters Score -1.23008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 96001 members 
Entering Unmasked Estep 
Score: -12300781.000000 Penalty: 3735.913330
	Iteration 150Q: 3 clusters Score -1.230078e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 96033 members 
Entering Unmasked Estep 
Score: -12300737.000000 Penalty: 3735.913330
	Iteration 151Q: 3 clusters Score -1.230074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -12300729.000000 Penalty: 3735.913330
	Iteration 152Q: 3 clusters Score -1.230073e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -12300702.000000 Penalty: 3735.913330
	Iteration 153Q: 3 clusters Score -1.23007e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -12300698.000000 Penalty: 3735.913330
	Iteration 154Q: 3 clusters Score -1.23007e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -12300728.000000 Penalty: 3735.913330
	Iteration 155Q: 3 clusters Score -1.230073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -12300695.000000 Penalty: 3735.913330
	Iteration 156Q: 3 clusters Score -1.23007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -12300696.000000 Penalty: 3735.913330
	Iteration 157Q: 3 clusters Score -1.23007e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -12300667.000000 Penalty: 3735.913330
	Iteration 158Q: 3 clusters Score -1.230067e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -12300659.000000 Penalty: 3735.913330
	Iteration 159Q: 3 clusters Score -1.230066e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -12300634.000000 Penalty: 3735.913330
	Iteration 160F: 3 clusters Score -1.230063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -12300638.000000 Penalty: 3735.913330
	Iteration 161Q: 3 clusters Score -1.230064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -12300629.000000 Penalty: 3735.913330
	Iteration 162Q: 3 clusters Score -1.230063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 96341 members 
Entering Unmasked Estep 
Score: -12300620.000000 Penalty: 3735.913330
	Iteration 163Q: 3 clusters Score -1.230062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 96354 members 
Entering Unmasked Estep 
Score: -12300610.000000 Penalty: 3735.913330
	Iteration 164Q: 3 clusters Score -1.230061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -12300610.000000 Penalty: 3735.913330
	Iteration 165Q: 3 clusters Score -1.230061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -12300605.000000 Penalty: 3735.913330
	Iteration 166Q: 3 clusters Score -1.23006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -12300598.000000 Penalty: 3735.913330
	Iteration 167Q: 3 clusters Score -1.23006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -12300590.000000 Penalty: 3735.913330
	Iteration 168Q: 3 clusters Score -1.230059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -12300595.000000 Penalty: 3735.913330
	Iteration 169Q: 3 clusters Score -1.23006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 96422 members 
Entering Unmasked Estep 
Score: -12300575.000000 Penalty: 3735.913330
	Iteration 170Q: 3 clusters Score -1.230058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 96429 members 
Entering Unmasked Estep 
Score: -12300567.000000 Penalty: 3735.913330
	Iteration 171Q: 3 clusters Score -1.230057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 96435 members 
Entering Unmasked Estep 
Score: -12300573.000000 Penalty: 3735.913330
	Iteration 172Q: 3 clusters Score -1.230057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 96440 members 
Entering Unmasked Estep 
Score: -12300577.000000 Penalty: 3735.913330
	Iteration 173Q: 3 clusters Score -1.230058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -12300584.000000 Penalty: 3735.913330
	Iteration 174Q: 3 clusters Score -1.230058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -12300581.000000 Penalty: 3735.913330
	Iteration 175Q: 3 clusters Score -1.230058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 96449 members 
Entering Unmasked Estep 
Score: -12300583.000000 Penalty: 3735.913330
	Iteration 176Q: 3 clusters Score -1.230058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 96449 members 
Entering Unmasked Estep 
Score: -12300583.000000 Penalty: 3735.913330
	Iteration 177F: 3 clusters Score -1.230058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -887644.750000 Penalty: 1444.355713
	Iteration 0F: 2 clusters Score -887644.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -882226.562500 Penalty: 2888.711426
	Iteration 0F: 3 clusters Score -882226.6 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -883810.875000 Penalty: 2888.711426
	Iteration 1F: 3 clusters Score -883810.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -884056.875000 Penalty: 2888.711426
	Iteration 2F: 3 clusters Score -884056.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -884280.750000 Penalty: 2888.711426
	Iteration 3F: 3 clusters Score -884280.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -884538.750000 Penalty: 2888.711426
	Iteration 4F: 3 clusters Score -884538.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -884852.937500 Penalty: 2888.711426
	Iteration 5F: 3 clusters Score -884852.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -885207.375000 Penalty: 2888.711426
	Iteration 6F: 3 clusters Score -885207.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -885599.437500 Penalty: 2888.711426
	Iteration 7F: 3 clusters Score -885599.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -885981.500000 Penalty: 2888.711426
	Iteration 8F: 3 clusters Score -885981.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -886308.875000 Penalty: 2888.711426
	Iteration 9F: 3 clusters Score -886308.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -886531.312500 Penalty: 2888.711426
	Iteration 10Q: 3 clusters Score -886531.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -886701.437500 Penalty: 2888.711426
	Iteration 11Q: 3 clusters Score -886701.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -886810.562500 Penalty: 2888.711426
	Iteration 12Q: 3 clusters Score -886810.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -886860.750000 Penalty: 2888.711426
	Iteration 13Q: 3 clusters Score -886860.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -886887.687500 Penalty: 2888.711426
	Iteration 14Q: 3 clusters Score -886887.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -886900.062500 Penalty: 2888.711426
	Iteration 15Q: 3 clusters Score -886900.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -886907.812500 Penalty: 2888.711426
	Iteration 16Q: 3 clusters Score -886907.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -886911.187500 Penalty: 2888.711426
	Iteration 17Q: 3 clusters Score -886911.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -886917.062500 Penalty: 2888.711426
	Iteration 18Q: 3 clusters Score -886917.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -886919.812500 Penalty: 2888.711426
	Iteration 19Q: 3 clusters Score -886919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -886922.375000 Penalty: 2888.711426
	Iteration 20F: 3 clusters Score -886922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -886922.562500 Penalty: 2888.711426
	Iteration 21Q: 3 clusters Score -886922.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -886923.875000 Penalty: 2888.711426
	Iteration 22Q: 3 clusters Score -886923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -886923.937500 Penalty: 2888.711426
	Iteration 23Q: 3 clusters Score -886923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -886926.062500 Penalty: 2888.711426
	Iteration 24Q: 3 clusters Score -886926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -886925.937500 Penalty: 2888.711426
	Iteration 25Q: 3 clusters Score -886925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -886925.937500 Penalty: 2888.711426
	Iteration 26Q: 3 clusters Score -886925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -886926.875000 Penalty: 2888.711426
	Iteration 27Q: 3 clusters Score -886926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -886926.875000 Penalty: 2888.711426
	Iteration 28F: 3 clusters Score -886926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Entering Unmasked Estep 
Score: -12158873.000000 Penalty: 1864.563477
	Iteration 0F: 2 clusters Score -1.215887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -12102004.000000 Penalty: 3729.126953
	Iteration 0F: 3 clusters Score -1.2102e+07 nChanged 45942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -12128959.000000 Penalty: 3729.126953
	Iteration 1F: 3 clusters Score -1.212896e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -12130127.000000 Penalty: 3729.126953
	Iteration 2Q: 3 clusters Score -1.213013e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -12131867.000000 Penalty: 3729.126953
	Iteration 3Q: 3 clusters Score -1.213187e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -12133836.000000 Penalty: 3729.126953
	Iteration 4F: 3 clusters Score -1.213384e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -12136470.000000 Penalty: 3729.126953
	Iteration 5F: 3 clusters Score -1.213647e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -12139948.000000 Penalty: 3729.126953
	Iteration 6F: 3 clusters Score -1.213995e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -12143615.000000 Penalty: 3729.126953
	Iteration 7F: 3 clusters Score -1.214362e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -12148422.000000 Penalty: 3729.126953
	Iteration 8F: 3 clusters Score -1.214842e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -12154230.000000 Penalty: 3729.126953
	Iteration 9Q: 3 clusters Score -1.215423e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -12157058.000000 Penalty: 3729.126953
	Iteration 10Q: 3 clusters Score -1.215706e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -12157914.000000 Penalty: 3729.126953
	Iteration 11Q: 3 clusters Score -1.215791e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -12157851.000000 Penalty: 3729.126953
	Iteration 12Q: 3 clusters Score -1.215785e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95103 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12157865.000000 Penalty: 3729.126953
	Iteration 13Q: 3 clusters Score -1.215786e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95436 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12157852.000000 Penalty: 3729.126953
	Iteration 14Q: 3 clusters Score -1.215785e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12157912.000000 Penalty: 3729.126953
	Iteration 15Q: 3 clusters Score -1.215791e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12157965.000000 Penalty: 3729.126953
	Iteration 16Q: 3 clusters Score -1.215796e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95710 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12157974.000000 Penalty: 3729.126953
	Iteration 17Q: 3 clusters Score -1.215797e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12158010.000000 Penalty: 3729.126953
	Iteration 18Q: 3 clusters Score -1.215801e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12158050.000000 Penalty: 3729.126953
	Iteration 19Q: 3 clusters Score -1.215805e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12158117.000000 Penalty: 3729.126953
	Iteration 20F: 3 clusters Score -1.215812e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12158187.000000 Penalty: 3729.126953
	Iteration 21Q: 3 clusters Score -1.215819e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95746 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12158237.000000 Penalty: 3729.126953
	Iteration 22Q: 3 clusters Score -1.215824e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12158277.000000 Penalty: 3729.126953
	Iteration 23Q: 3 clusters Score -1.215828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12158326.000000 Penalty: 3729.126953
	Iteration 24Q: 3 clusters Score -1.215833e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12158335.000000 Penalty: 3729.126953
	Iteration 25Q: 3 clusters Score -1.215834e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12158382.000000 Penalty: 3729.126953
	Iteration 26Q: 3 clusters Score -1.215838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12158419.000000 Penalty: 3729.126953
	Iteration 27Q: 3 clusters Score -1.215842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -12158436.000000 Penalty: 3729.126953
	Iteration 28Q: 3 clusters Score -1.215844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12158463.000000 Penalty: 3729.126953
	Iteration 29Q: 3 clusters Score -1.215846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12158480.000000 Penalty: 3729.126953
	Iteration 30Q: 3 clusters Score -1.215848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12158508.000000 Penalty: 3729.126953
	Iteration 31Q: 3 clusters Score -1.215851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12158513.000000 Penalty: 3729.126953
	Iteration 32Q: 3 clusters Score -1.215851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12158516.000000 Penalty: 3729.126953
	Iteration 33Q: 3 clusters Score -1.215852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95717 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12158539.000000 Penalty: 3729.126953
	Iteration 34Q: 3 clusters Score -1.215854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95719 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12158543.000000 Penalty: 3729.126953
	Iteration 35Q: 3 clusters Score -1.215854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12158540.000000 Penalty: 3729.126953
	Iteration 36Q: 3 clusters Score -1.215854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12158544.000000 Penalty: 3729.126953
	Iteration 37F: 3 clusters Score -1.215854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95715 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12158551.000000 Penalty: 3729.126953
	Iteration 38Q: 3 clusters Score -1.215855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12158552.000000 Penalty: 3729.126953
	Iteration 39Q: 3 clusters Score -1.215855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12158556.000000 Penalty: 3729.126953
	Iteration 40F: 3 clusters Score -1.215856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (91267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Entering Unmasked Estep 
Score: -11328648.000000 Penalty: 1856.001099
	Iteration 0F: 2 clusters Score -1.132865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -11270451.000000 Penalty: 3712.002197
	Iteration 0F: 3 clusters Score -1.127045e+07 nChanged 43798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -11295737.000000 Penalty: 3712.002197
	Iteration 1F: 3 clusters Score -1.129574e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -11296726.000000 Penalty: 3712.002197
	Iteration 2Q: 3 clusters Score -1.129673e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -11298400.000000 Penalty: 3712.002197
	Iteration 3Q: 3 clusters Score -1.12984e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -11301378.000000 Penalty: 3712.002197
	Iteration 4F: 3 clusters Score -1.130138e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -11306230.000000 Penalty: 3712.002197
	Iteration 5F: 3 clusters Score -1.130623e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -11313560.000000 Penalty: 3712.002197
	Iteration 6F: 3 clusters Score -1.131356e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -11321064.000000 Penalty: 3712.002197
	Iteration 7F: 3 clusters Score -1.132106e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -11324943.000000 Penalty: 3712.002197
	Iteration 8F: 3 clusters Score -1.132494e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11326339.000000 Penalty: 3712.002197
	Iteration 9Q: 3 clusters Score -1.132634e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90976 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11326764.000000 Penalty: 3712.002197
	Iteration 10Q: 3 clusters Score -1.132676e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11326918.000000 Penalty: 3712.002197
	Iteration 11Q: 3 clusters Score -1.132692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11326955.000000 Penalty: 3712.002197
	Iteration 12Q: 3 clusters Score -1.132696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11326986.000000 Penalty: 3712.002197
	Iteration 13Q: 3 clusters Score -1.132699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11326998.000000 Penalty: 3712.002197
	Iteration 14Q: 3 clusters Score -1.1327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11327011.000000 Penalty: 3712.002197
	Iteration 15Q: 3 clusters Score -1.132701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91172 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11327022.000000 Penalty: 3712.002197
	Iteration 16Q: 3 clusters Score -1.132702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11327029.000000 Penalty: 3712.002197
	Iteration 17Q: 3 clusters Score -1.132703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11327029.000000 Penalty: 3712.002197
	Iteration 18F: 3 clusters Score -1.132703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (107486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107486 members 
Entering Unmasked Estep 
Score: -13379861.000000 Penalty: 1882.581299
	Iteration 0F: 2 clusters Score -1.337986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -13312387.000000 Penalty: 3765.162598
	Iteration 0F: 3 clusters Score -1.331239e+07 nChanged 51440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -13343264.000000 Penalty: 3765.162598
	Iteration 1F: 3 clusters Score -1.334326e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -13344849.000000 Penalty: 3765.162598
	Iteration 2Q: 3 clusters Score -1.334485e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -13347265.000000 Penalty: 3765.162598
	Iteration 3Q: 3 clusters Score -1.334726e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -13351194.000000 Penalty: 3765.162598
	Iteration 4F: 3 clusters Score -1.335119e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -13357002.000000 Penalty: 3765.162598
	Iteration 5F: 3 clusters Score -1.3357e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -13362953.000000 Penalty: 3765.162598
	Iteration 6F: 3 clusters Score -1.336295e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -13366472.000000 Penalty: 3765.162598
	Iteration 7F: 3 clusters Score -1.336647e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -13367540.000000 Penalty: 3765.162598
	Iteration 8Q: 3 clusters Score -1.336754e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -13367815.000000 Penalty: 3765.162598
	Iteration 9Q: 3 clusters Score -1.336782e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -13367938.000000 Penalty: 3765.162598
	Iteration 10Q: 3 clusters Score -1.336794e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -13368143.000000 Penalty: 3765.162598
	Iteration 11Q: 3 clusters Score -1.336814e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -13368349.000000 Penalty: 3765.162598
	Iteration 12Q: 3 clusters Score -1.336835e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -13368558.000000 Penalty: 3765.162598
	Iteration 13Q: 3 clusters Score -1.336856e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -13368746.000000 Penalty: 3765.162598
	Iteration 14Q: 3 clusters Score -1.336875e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -13368933.000000 Penalty: 3765.162598
	Iteration 15Q: 3 clusters Score -1.336893e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -13369180.000000 Penalty: 3765.162598
	Iteration 16Q: 3 clusters Score -1.336918e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -13369390.000000 Penalty: 3765.162598
	Iteration 17Q: 3 clusters Score -1.336939e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -13369529.000000 Penalty: 3765.162598
	Iteration 18Q: 3 clusters Score -1.336953e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -13369742.000000 Penalty: 3765.162598
	Iteration 19Q: 3 clusters Score -1.336974e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -13369869.000000 Penalty: 3765.162598
	Iteration 20F: 3 clusters Score -1.336987e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -13370093.000000 Penalty: 3765.162598
	Iteration 21Q: 3 clusters Score -1.337009e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -13370248.000000 Penalty: 3765.162598
	Iteration 22Q: 3 clusters Score -1.337025e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -13370493.000000 Penalty: 3765.162598
	Iteration 23Q: 3 clusters Score -1.337049e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -13370703.000000 Penalty: 3765.162598
	Iteration 24Q: 3 clusters Score -1.33707e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -13370888.000000 Penalty: 3765.162598
	Iteration 25Q: 3 clusters Score -1.337089e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -13371047.000000 Penalty: 3765.162598
	Iteration 26Q: 3 clusters Score -1.337105e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -13371174.000000 Penalty: 3765.162598
	Iteration 27Q: 3 clusters Score -1.337117e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -13371413.000000 Penalty: 3765.162598
	Iteration 28Q: 3 clusters Score -1.337141e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -13371617.000000 Penalty: 3765.162598
	Iteration 29Q: 3 clusters Score -1.337162e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -13371718.000000 Penalty: 3765.162598
	Iteration 30Q: 3 clusters Score -1.337172e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -13371851.000000 Penalty: 3765.162598
	Iteration 31Q: 3 clusters Score -1.337185e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -13371998.000000 Penalty: 3765.162598
	Iteration 32Q: 3 clusters Score -1.3372e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -13372043.000000 Penalty: 3765.162598
	Iteration 33Q: 3 clusters Score -1.337204e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -13372128.000000 Penalty: 3765.162598
	Iteration 34Q: 3 clusters Score -1.337213e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -13372155.000000 Penalty: 3765.162598
	Iteration 35Q: 3 clusters Score -1.337216e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -13372199.000000 Penalty: 3765.162598
	Iteration 36Q: 3 clusters Score -1.33722e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -13372249.000000 Penalty: 3765.162598
	Iteration 37Q: 3 clusters Score -1.337225e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -13372281.000000 Penalty: 3765.162598
	Iteration 38Q: 3 clusters Score -1.337228e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -13372341.000000 Penalty: 3765.162598
	Iteration 39Q: 3 clusters Score -1.337234e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -13372336.000000 Penalty: 3765.162598
	Iteration 40F: 3 clusters Score -1.337234e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -13372375.000000 Penalty: 3765.162598
	Iteration 41Q: 3 clusters Score -1.337238e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -13372396.000000 Penalty: 3765.162598
	Iteration 42Q: 3 clusters Score -1.33724e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -13372413.000000 Penalty: 3765.162598
	Iteration 43Q: 3 clusters Score -1.337241e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -13372421.000000 Penalty: 3765.162598
	Iteration 44Q: 3 clusters Score -1.337242e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -13372463.000000 Penalty: 3765.162598
	Iteration 45Q: 3 clusters Score -1.337246e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -13372447.000000 Penalty: 3765.162598
	Iteration 46Q: 3 clusters Score -1.337245e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -13372478.000000 Penalty: 3765.162598
	Iteration 47Q: 3 clusters Score -1.337248e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -13372485.000000 Penalty: 3765.162598
	Iteration 48Q: 3 clusters Score -1.337248e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -13372535.000000 Penalty: 3765.162598
	Iteration 49Q: 3 clusters Score -1.337254e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -13372570.000000 Penalty: 3765.162598
	Iteration 50Q: 3 clusters Score -1.337257e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -13372538.000000 Penalty: 3765.162598
	Iteration 51Q: 3 clusters Score -1.337254e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -13372564.000000 Penalty: 3765.162598
	Iteration 52Q: 3 clusters Score -1.337256e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -13372558.000000 Penalty: 3765.162598
	Iteration 53Q: 3 clusters Score -1.337256e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -13372576.000000 Penalty: 3765.162598
	Iteration 54Q: 3 clusters Score -1.337258e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -13372573.000000 Penalty: 3765.162598
	Iteration 55Q: 3 clusters Score -1.337257e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -13372580.000000 Penalty: 3765.162598
	Iteration 56Q: 3 clusters Score -1.337258e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -13372572.000000 Penalty: 3765.162598
	Iteration 57Q: 3 clusters Score -1.337257e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -13372558.000000 Penalty: 3765.162598
	Iteration 58Q: 3 clusters Score -1.337256e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -13372584.000000 Penalty: 3765.162598
	Iteration 59Q: 3 clusters Score -1.337258e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -13372577.000000 Penalty: 3765.162598
	Iteration 60F: 3 clusters Score -1.337258e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -13372611.000000 Penalty: 3765.162598
	Iteration 61Q: 3 clusters Score -1.337261e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -13372623.000000 Penalty: 3765.162598
	Iteration 62Q: 3 clusters Score -1.337262e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -13372622.000000 Penalty: 3765.162598
	Iteration 63Q: 3 clusters Score -1.337262e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -13372619.000000 Penalty: 3765.162598
	Iteration 64Q: 3 clusters Score -1.337262e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -13372607.000000 Penalty: 3765.162598
	Iteration 65Q: 3 clusters Score -1.337261e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -13372633.000000 Penalty: 3765.162598
	Iteration 66Q: 3 clusters Score -1.337263e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -13372634.000000 Penalty: 3765.162598
	Iteration 67Q: 3 clusters Score -1.337263e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -13372632.000000 Penalty: 3765.162598
	Iteration 68Q: 3 clusters Score -1.337263e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -13372636.000000 Penalty: 3765.162598
	Iteration 69Q: 3 clusters Score -1.337264e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -13372617.000000 Penalty: 3765.162598
	Iteration 70Q: 3 clusters Score -1.337262e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -13372660.000000 Penalty: 3765.162598
	Iteration 71Q: 3 clusters Score -1.337266e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -13372654.000000 Penalty: 3765.162598
	Iteration 72Q: 3 clusters Score -1.337265e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -13372632.000000 Penalty: 3765.162598
	Iteration 73Q: 3 clusters Score -1.337263e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -13372636.000000 Penalty: 3765.162598
	Iteration 74Q: 3 clusters Score -1.337264e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -13372645.000000 Penalty: 3765.162598
	Iteration 75Q: 3 clusters Score -1.337264e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -13372634.000000 Penalty: 3765.162598
	Iteration 76Q: 3 clusters Score -1.337263e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -13372645.000000 Penalty: 3765.162598
	Iteration 77Q: 3 clusters Score -1.337264e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -13372655.000000 Penalty: 3765.162598
	Iteration 78Q: 3 clusters Score -1.337266e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -13372642.000000 Penalty: 3765.162598
	Iteration 79Q: 3 clusters Score -1.337264e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -13372665.000000 Penalty: 3765.162598
	Iteration 80F: 3 clusters Score -1.337266e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -13372657.000000 Penalty: 3765.162598
	Iteration 81Q: 3 clusters Score -1.337266e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -13372659.000000 Penalty: 3765.162598
	Iteration 82Q: 3 clusters Score -1.337266e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -13372670.000000 Penalty: 3765.162598
	Iteration 83Q: 3 clusters Score -1.337267e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -13372671.000000 Penalty: 3765.162598
	Iteration 84Q: 3 clusters Score -1.337267e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -13372676.000000 Penalty: 3765.162598
	Iteration 85Q: 3 clusters Score -1.337268e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -13372662.000000 Penalty: 3765.162598
	Iteration 86Q: 3 clusters Score -1.337266e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -13372657.000000 Penalty: 3765.162598
	Iteration 87Q: 3 clusters Score -1.337266e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -13372689.000000 Penalty: 3765.162598
	Iteration 88Q: 3 clusters Score -1.337269e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -13372716.000000 Penalty: 3765.162598
	Iteration 89Q: 3 clusters Score -1.337272e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -13372720.000000 Penalty: 3765.162598
	Iteration 90Q: 3 clusters Score -1.337272e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -13372720.000000 Penalty: 3765.162598
	Iteration 91Q: 3 clusters Score -1.337272e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -13372695.000000 Penalty: 3765.162598
	Iteration 92Q: 3 clusters Score -1.33727e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -13372724.000000 Penalty: 3765.162598
	Iteration 93Q: 3 clusters Score -1.337272e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -13372736.000000 Penalty: 3765.162598
	Iteration 94Q: 3 clusters Score -1.337274e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -13372740.000000 Penalty: 3765.162598
	Iteration 95Q: 3 clusters Score -1.337274e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -13372726.000000 Penalty: 3765.162598
	Iteration 96Q: 3 clusters Score -1.337273e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -13372748.000000 Penalty: 3765.162598
	Iteration 97Q: 3 clusters Score -1.337275e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -13372787.000000 Penalty: 3765.162598
	Iteration 98Q: 3 clusters Score -1.337279e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -13372772.000000 Penalty: 3765.162598
	Iteration 99Q: 3 clusters Score -1.337277e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -13372774.000000 Penalty: 3765.162598
	Iteration 100F: 3 clusters Score -1.337277e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -13372778.000000 Penalty: 3765.162598
	Iteration 101Q: 3 clusters Score -1.337278e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -13372808.000000 Penalty: 3765.162598
	Iteration 102Q: 3 clusters Score -1.337281e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -13372792.000000 Penalty: 3765.162598
	Iteration 103Q: 3 clusters Score -1.337279e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -13372821.000000 Penalty: 3765.162598
	Iteration 104Q: 3 clusters Score -1.337282e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -13372839.000000 Penalty: 3765.162598
	Iteration 105Q: 3 clusters Score -1.337284e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -13372860.000000 Penalty: 3765.162598
	Iteration 106Q: 3 clusters Score -1.337286e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -13372863.000000 Penalty: 3765.162598
	Iteration 107Q: 3 clusters Score -1.337286e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -13372921.000000 Penalty: 3765.162598
	Iteration 108Q: 3 clusters Score -1.337292e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -13372942.000000 Penalty: 3765.162598
	Iteration 109Q: 3 clusters Score -1.337294e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -13372896.000000 Penalty: 3765.162598
	Iteration 110Q: 3 clusters Score -1.33729e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -13372864.000000 Penalty: 3765.162598
	Iteration 111Q: 3 clusters Score -1.337286e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -13372854.000000 Penalty: 3765.162598
	Iteration 112Q: 3 clusters Score -1.337285e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -13372899.000000 Penalty: 3765.162598
	Iteration 113Q: 3 clusters Score -1.33729e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -13372910.000000 Penalty: 3765.162598
	Iteration 114Q: 3 clusters Score -1.337291e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -13372924.000000 Penalty: 3765.162598
	Iteration 115Q: 3 clusters Score -1.337292e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -13372945.000000 Penalty: 3765.162598
	Iteration 116Q: 3 clusters Score -1.337294e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -13372950.000000 Penalty: 3765.162598
	Iteration 117Q: 3 clusters Score -1.337295e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -13372986.000000 Penalty: 3765.162598
	Iteration 118Q: 3 clusters Score -1.337299e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -13372986.000000 Penalty: 3765.162598
	Iteration 119Q: 3 clusters Score -1.337299e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -13373032.000000 Penalty: 3765.162598
	Iteration 120F: 3 clusters Score -1.337303e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -13373069.000000 Penalty: 3765.162598
	Iteration 121Q: 3 clusters Score -1.337307e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -13373062.000000 Penalty: 3765.162598
	Iteration 122Q: 3 clusters Score -1.337306e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -13373088.000000 Penalty: 3765.162598
	Iteration 123Q: 3 clusters Score -1.337309e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -13373132.000000 Penalty: 3765.162598
	Iteration 124Q: 3 clusters Score -1.337313e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -13373152.000000 Penalty: 3765.162598
	Iteration 125Q: 3 clusters Score -1.337315e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -13373150.000000 Penalty: 3765.162598
	Iteration 126Q: 3 clusters Score -1.337315e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -13373192.000000 Penalty: 3765.162598
	Iteration 127Q: 3 clusters Score -1.337319e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -13373208.000000 Penalty: 3765.162598
	Iteration 128Q: 3 clusters Score -1.337321e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -13373208.000000 Penalty: 3765.162598
	Iteration 129Q: 3 clusters Score -1.337321e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -13373263.000000 Penalty: 3765.162598
	Iteration 130Q: 3 clusters Score -1.337326e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -13373315.000000 Penalty: 3765.162598
	Iteration 131Q: 3 clusters Score -1.337332e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -13373393.000000 Penalty: 3765.162598
	Iteration 132Q: 3 clusters Score -1.337339e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -13373469.000000 Penalty: 3765.162598
	Iteration 133Q: 3 clusters Score -1.337347e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -13373477.000000 Penalty: 3765.162598
	Iteration 134Q: 3 clusters Score -1.337348e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -13373521.000000 Penalty: 3765.162598
	Iteration 135Q: 3 clusters Score -1.337352e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -13373570.000000 Penalty: 3765.162598
	Iteration 136Q: 3 clusters Score -1.337357e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -13373621.000000 Penalty: 3765.162598
	Iteration 137Q: 3 clusters Score -1.337362e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -13373691.000000 Penalty: 3765.162598
	Iteration 138Q: 3 clusters Score -1.337369e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -13373706.000000 Penalty: 3765.162598
	Iteration 139Q: 3 clusters Score -1.337371e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -13373766.000000 Penalty: 3765.162598
	Iteration 140F: 3 clusters Score -1.337377e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -13373737.000000 Penalty: 3765.162598
	Iteration 141Q: 3 clusters Score -1.337374e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -13373785.000000 Penalty: 3765.162598
	Iteration 142Q: 3 clusters Score -1.337378e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -13373858.000000 Penalty: 3765.162598
	Iteration 143Q: 3 clusters Score -1.337386e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -13373934.000000 Penalty: 3765.162598
	Iteration 144Q: 3 clusters Score -1.337393e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -13373962.000000 Penalty: 3765.162598
	Iteration 145Q: 3 clusters Score -1.337396e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -13374031.000000 Penalty: 3765.162598
	Iteration 146Q: 3 clusters Score -1.337403e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -13374074.000000 Penalty: 3765.162598
	Iteration 147Q: 3 clusters Score -1.337407e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -13374093.000000 Penalty: 3765.162598
	Iteration 148Q: 3 clusters Score -1.337409e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -13374167.000000 Penalty: 3765.162598
	Iteration 149Q: 3 clusters Score -1.337417e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -13374158.000000 Penalty: 3765.162598
	Iteration 150Q: 3 clusters Score -1.337416e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -13374188.000000 Penalty: 3765.162598
	Iteration 151Q: 3 clusters Score -1.337419e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -13374220.000000 Penalty: 3765.162598
	Iteration 152Q: 3 clusters Score -1.337422e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -13374314.000000 Penalty: 3765.162598
	Iteration 153Q: 3 clusters Score -1.337431e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -13374339.000000 Penalty: 3765.162598
	Iteration 154Q: 3 clusters Score -1.337434e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -13374432.000000 Penalty: 3765.162598
	Iteration 155Q: 3 clusters Score -1.337443e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -13374476.000000 Penalty: 3765.162598
	Iteration 156Q: 3 clusters Score -1.337448e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -13374511.000000 Penalty: 3765.162598
	Iteration 157Q: 3 clusters Score -1.337451e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -13374556.000000 Penalty: 3765.162598
	Iteration 158Q: 3 clusters Score -1.337456e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -13374583.000000 Penalty: 3765.162598
	Iteration 159Q: 3 clusters Score -1.337458e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -13374654.000000 Penalty: 3765.162598
	Iteration 160F: 3 clusters Score -1.337465e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -13374717.000000 Penalty: 3765.162598
	Iteration 161Q: 3 clusters Score -1.337472e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71789 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -13374776.000000 Penalty: 3765.162598
	Iteration 162Q: 3 clusters Score -1.337478e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -13374817.000000 Penalty: 3765.162598
	Iteration 163Q: 3 clusters Score -1.337482e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -13374839.000000 Penalty: 3765.162598
	Iteration 164Q: 3 clusters Score -1.337484e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -13374868.000000 Penalty: 3765.162598
	Iteration 165Q: 3 clusters Score -1.337487e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73409 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -13374892.000000 Penalty: 3765.162598
	Iteration 166Q: 3 clusters Score -1.337489e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -13374925.000000 Penalty: 3765.162598
	Iteration 167Q: 3 clusters Score -1.337492e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -13374973.000000 Penalty: 3765.162598
	Iteration 168Q: 3 clusters Score -1.337497e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74641 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -13375015.000000 Penalty: 3765.162598
	Iteration 169Q: 3 clusters Score -1.337502e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75088 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -13375093.000000 Penalty: 3765.162598
	Iteration 170Q: 3 clusters Score -1.337509e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -13375145.000000 Penalty: 3765.162598
	Iteration 171Q: 3 clusters Score -1.337514e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -13375157.000000 Penalty: 3765.162598
	Iteration 172Q: 3 clusters Score -1.337516e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -13375211.000000 Penalty: 3765.162598
	Iteration 173Q: 3 clusters Score -1.337521e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -13375234.000000 Penalty: 3765.162598
	Iteration 174Q: 3 clusters Score -1.337523e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -13375288.000000 Penalty: 3765.162598
	Iteration 175Q: 3 clusters Score -1.337529e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -13375305.000000 Penalty: 3765.162598
	Iteration 176Q: 3 clusters Score -1.33753e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -13375339.000000 Penalty: 3765.162598
	Iteration 177Q: 3 clusters Score -1.337534e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -13375413.000000 Penalty: 3765.162598
	Iteration 178Q: 3 clusters Score -1.337541e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -13375409.000000 Penalty: 3765.162598
	Iteration 179Q: 3 clusters Score -1.337541e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -13375390.000000 Penalty: 3765.162598
	Iteration 180F: 3 clusters Score -1.337539e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -13375400.000000 Penalty: 3765.162598
	Iteration 181Q: 3 clusters Score -1.33754e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -13375395.000000 Penalty: 3765.162598
	Iteration 182Q: 3 clusters Score -1.33754e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -13375414.000000 Penalty: 3765.162598
	Iteration 183Q: 3 clusters Score -1.337541e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -13375428.000000 Penalty: 3765.162598
	Iteration 184Q: 3 clusters Score -1.337543e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -13375459.000000 Penalty: 3765.162598
	Iteration 185Q: 3 clusters Score -1.337546e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -13375457.000000 Penalty: 3765.162598
	Iteration 186Q: 3 clusters Score -1.337546e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -13375438.000000 Penalty: 3765.162598
	Iteration 187Q: 3 clusters Score -1.337544e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -13375447.000000 Penalty: 3765.162598
	Iteration 188Q: 3 clusters Score -1.337545e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -13375454.000000 Penalty: 3765.162598
	Iteration 189Q: 3 clusters Score -1.337545e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -13375458.000000 Penalty: 3765.162598
	Iteration 190Q: 3 clusters Score -1.337546e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -13375478.000000 Penalty: 3765.162598
	Iteration 191Q: 3 clusters Score -1.337548e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -13375491.000000 Penalty: 3765.162598
	Iteration 192Q: 3 clusters Score -1.337549e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -13375491.000000 Penalty: 3765.162598
	Iteration 193Q: 3 clusters Score -1.337549e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -13375496.000000 Penalty: 3765.162598
	Iteration 194Q: 3 clusters Score -1.33755e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -13375471.000000 Penalty: 3765.162598
	Iteration 195Q: 3 clusters Score -1.337547e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -13375468.000000 Penalty: 3765.162598
	Iteration 196Q: 3 clusters Score -1.337547e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -13375457.000000 Penalty: 3765.162598
	Iteration 197Q: 3 clusters Score -1.337546e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82671 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -13375442.000000 Penalty: 3765.162598
	Iteration 198Q: 3 clusters Score -1.337544e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82765 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -13375430.000000 Penalty: 3765.162598
	Iteration 199Q: 3 clusters Score -1.337543e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -13375401.000000 Penalty: 3765.162598
	Iteration 200F: 3 clusters Score -1.33754e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -13375397.000000 Penalty: 3765.162598
	Iteration 201Q: 3 clusters Score -1.33754e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -13375403.000000 Penalty: 3765.162598
	Iteration 202Q: 3 clusters Score -1.33754e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -13375381.000000 Penalty: 3765.162598
	Iteration 203Q: 3 clusters Score -1.337538e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -13375365.000000 Penalty: 3765.162598
	Iteration 204Q: 3 clusters Score -1.337536e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -13375362.000000 Penalty: 3765.162598
	Iteration 205Q: 3 clusters Score -1.337536e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -13375352.000000 Penalty: 3765.162598
	Iteration 206Q: 3 clusters Score -1.337535e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -13375334.000000 Penalty: 3765.162598
	Iteration 207Q: 3 clusters Score -1.337533e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -13375324.000000 Penalty: 3765.162598
	Iteration 208Q: 3 clusters Score -1.337532e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -13375296.000000 Penalty: 3765.162598
	Iteration 209Q: 3 clusters Score -1.33753e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -13375282.000000 Penalty: 3765.162598
	Iteration 210Q: 3 clusters Score -1.337528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -13375277.000000 Penalty: 3765.162598
	Iteration 211Q: 3 clusters Score -1.337528e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -13375280.000000 Penalty: 3765.162598
	Iteration 212Q: 3 clusters Score -1.337528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -13375286.000000 Penalty: 3765.162598
	Iteration 213Q: 3 clusters Score -1.337529e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -13375286.000000 Penalty: 3765.162598
	Iteration 214Q: 3 clusters Score -1.337529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -13375282.000000 Penalty: 3765.162598
	Iteration 215Q: 3 clusters Score -1.337528e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -13375259.000000 Penalty: 3765.162598
	Iteration 216Q: 3 clusters Score -1.337526e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83528 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -13375277.000000 Penalty: 3765.162598
	Iteration 217Q: 3 clusters Score -1.337528e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -13375268.000000 Penalty: 3765.162598
	Iteration 218Q: 3 clusters Score -1.337527e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -13375263.000000 Penalty: 3765.162598
	Iteration 219Q: 3 clusters Score -1.337526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -13375272.000000 Penalty: 3765.162598
	Iteration 220F: 3 clusters Score -1.337527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -13375276.000000 Penalty: 3765.162598
	Iteration 221Q: 3 clusters Score -1.337528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -13375275.000000 Penalty: 3765.162598
	Iteration 222Q: 3 clusters Score -1.337528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83630 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -13375276.000000 Penalty: 3765.162598
	Iteration 223Q: 3 clusters Score -1.337528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -13375279.000000 Penalty: 3765.162598
	Iteration 224Q: 3 clusters Score -1.337528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -13375272.000000 Penalty: 3765.162598
	Iteration 225Q: 3 clusters Score -1.337527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -13375268.000000 Penalty: 3765.162598
	Iteration 226Q: 3 clusters Score -1.337527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -13375274.000000 Penalty: 3765.162598
	Iteration 227Q: 3 clusters Score -1.337527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -13375262.000000 Penalty: 3765.162598
	Iteration 228Q: 3 clusters Score -1.337526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -13375273.000000 Penalty: 3765.162598
	Iteration 229Q: 3 clusters Score -1.337527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -13375267.000000 Penalty: 3765.162598
	Iteration 230Q: 3 clusters Score -1.337527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -13375273.000000 Penalty: 3765.162598
	Iteration 231Q: 3 clusters Score -1.337527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -13375255.000000 Penalty: 3765.162598
	Iteration 232Q: 3 clusters Score -1.337526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -13375260.000000 Penalty: 3765.162598
	Iteration 233Q: 3 clusters Score -1.337526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -13375265.000000 Penalty: 3765.162598
	Iteration 234Q: 3 clusters Score -1.337526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -13375257.000000 Penalty: 3765.162598
	Iteration 235Q: 3 clusters Score -1.337526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -13375256.000000 Penalty: 3765.162598
	Iteration 236Q: 3 clusters Score -1.337526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83809 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -13375265.000000 Penalty: 3765.162598
	Iteration 237Q: 3 clusters Score -1.337526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83820 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -13375270.000000 Penalty: 3765.162598
	Iteration 238Q: 3 clusters Score -1.337527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -13375258.000000 Penalty: 3765.162598
	Iteration 239Q: 3 clusters Score -1.337526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -13375264.000000 Penalty: 3765.162598
	Iteration 240F: 3 clusters Score -1.337526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83886 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -13375248.000000 Penalty: 3765.162598
	Iteration 241Q: 3 clusters Score -1.337525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -13375267.000000 Penalty: 3765.162598
	Iteration 242Q: 3 clusters Score -1.337527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -13375247.000000 Penalty: 3765.162598
	Iteration 243Q: 3 clusters Score -1.337525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -13375257.000000 Penalty: 3765.162598
	Iteration 244Q: 3 clusters Score -1.337526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -13375277.000000 Penalty: 3765.162598
	Iteration 245Q: 3 clusters Score -1.337528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -13375265.000000 Penalty: 3765.162598
	Iteration 246Q: 3 clusters Score -1.337526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -13375292.000000 Penalty: 3765.162598
	Iteration 247Q: 3 clusters Score -1.337529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -13375294.000000 Penalty: 3765.162598
	Iteration 248Q: 3 clusters Score -1.337529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -13375303.000000 Penalty: 3765.162598
	Iteration 249Q: 3 clusters Score -1.33753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -13375295.000000 Penalty: 3765.162598
	Iteration 250Q: 3 clusters Score -1.33753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -13375289.000000 Penalty: 3765.162598
	Iteration 251Q: 3 clusters Score -1.337529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -13375302.000000 Penalty: 3765.162598
	Iteration 252Q: 3 clusters Score -1.33753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -13375305.000000 Penalty: 3765.162598
	Iteration 253Q: 3 clusters Score -1.33753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -13375283.000000 Penalty: 3765.162598
	Iteration 254Q: 3 clusters Score -1.337528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -13375293.000000 Penalty: 3765.162598
	Iteration 255Q: 3 clusters Score -1.337529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -13375302.000000 Penalty: 3765.162598
	Iteration 256Q: 3 clusters Score -1.33753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -13375299.000000 Penalty: 3765.162598
	Iteration 257Q: 3 clusters Score -1.33753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -13375305.000000 Penalty: 3765.162598
	Iteration 258Q: 3 clusters Score -1.33753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84138 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -13375294.000000 Penalty: 3765.162598
	Iteration 259Q: 3 clusters Score -1.337529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -13375292.000000 Penalty: 3765.162598
	Iteration 260F: 3 clusters Score -1.337529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -13375293.000000 Penalty: 3765.162598
	Iteration 261Q: 3 clusters Score -1.337529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -13375285.000000 Penalty: 3765.162598
	Iteration 262Q: 3 clusters Score -1.337528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -13375282.000000 Penalty: 3765.162598
	Iteration 263Q: 3 clusters Score -1.337528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -13375288.000000 Penalty: 3765.162598
	Iteration 264Q: 3 clusters Score -1.337529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -13375298.000000 Penalty: 3765.162598
	Iteration 265Q: 3 clusters Score -1.33753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84229 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -13375301.000000 Penalty: 3765.162598
	Iteration 266Q: 3 clusters Score -1.33753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -13375300.000000 Penalty: 3765.162598
	Iteration 267Q: 3 clusters Score -1.33753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -13375300.000000 Penalty: 3765.162598
	Iteration 268Q: 3 clusters Score -1.33753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -13375298.000000 Penalty: 3765.162598
	Iteration 269Q: 3 clusters Score -1.33753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -13375291.000000 Penalty: 3765.162598
	Iteration 270Q: 3 clusters Score -1.337529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -13375296.000000 Penalty: 3765.162598
	Iteration 271Q: 3 clusters Score -1.33753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84272 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -13375293.000000 Penalty: 3765.162598
	Iteration 272Q: 3 clusters Score -1.337529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -13375288.000000 Penalty: 3765.162598
	Iteration 273Q: 3 clusters Score -1.337529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -13375288.000000 Penalty: 3765.162598
	Iteration 274Q: 3 clusters Score -1.337529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -13375296.000000 Penalty: 3765.162598
	Iteration 275Q: 3 clusters Score -1.33753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -13375298.000000 Penalty: 3765.162598
	Iteration 276Q: 3 clusters Score -1.33753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -13375307.000000 Penalty: 3765.162598
	Iteration 277Q: 3 clusters Score -1.337531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -13375316.000000 Penalty: 3765.162598
	Iteration 278Q: 3 clusters Score -1.337532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -13375314.000000 Penalty: 3765.162598
	Iteration 279Q: 3 clusters Score -1.337531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -13375319.000000 Penalty: 3765.162598
	Iteration 280F: 3 clusters Score -1.337532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -13375318.000000 Penalty: 3765.162598
	Iteration 281Q: 3 clusters Score -1.337532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -13375309.000000 Penalty: 3765.162598
	Iteration 282Q: 3 clusters Score -1.337531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -13375313.000000 Penalty: 3765.162598
	Iteration 283Q: 3 clusters Score -1.337531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -13375313.000000 Penalty: 3765.162598
	Iteration 284F: 3 clusters Score -1.337531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Entering Unmasked Estep 
Score: -215995.390625 Penalty: 1224.745850
	Iteration 0F: 2 clusters Score -215995.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -214005.562500 Penalty: 2449.491699
	Iteration 0F: 3 clusters Score -214005.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -214432.062500 Penalty: 2449.491699
	Iteration 1F: 3 clusters Score -214432.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -214550.359375 Penalty: 2449.491699
	Iteration 2F: 3 clusters Score -214550.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -214628.421875 Penalty: 2449.491699
	Iteration 3Q: 3 clusters Score -214628.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -214704.515625 Penalty: 2449.491699
	Iteration 4Q: 3 clusters Score -214704.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -214763.656250 Penalty: 2449.491699
	Iteration 5Q: 3 clusters Score -214763.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -214804.687500 Penalty: 2449.491699
	Iteration 6Q: 3 clusters Score -214804.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -214836.281250 Penalty: 2449.491699
	Iteration 7Q: 3 clusters Score -214836.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -214861.203125 Penalty: 2449.491699
	Iteration 8Q: 3 clusters Score -214861.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -214880.343750 Penalty: 2449.491699
	Iteration 9Q: 3 clusters Score -214880.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -214902.531250 Penalty: 2449.491699
	Iteration 10Q: 3 clusters Score -214902.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -214924.703125 Penalty: 2449.491699
	Iteration 11Q: 3 clusters Score -214924.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -214942.875000 Penalty: 2449.491699
	Iteration 12Q: 3 clusters Score -214942.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -214954.703125 Penalty: 2449.491699
	Iteration 13Q: 3 clusters Score -214954.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -214977.796875 Penalty: 2449.491699
	Iteration 14Q: 3 clusters Score -214977.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -215009.921875 Penalty: 2449.491699
	Iteration 15Q: 3 clusters Score -215009.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -215044.515625 Penalty: 2449.491699
	Iteration 16Q: 3 clusters Score -215044.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -215078.312500 Penalty: 2449.491699
	Iteration 17Q: 3 clusters Score -215078.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -215122.843750 Penalty: 2449.491699
	Iteration 18Q: 3 clusters Score -215122.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -215188.218750 Penalty: 2449.491699
	Iteration 19Q: 3 clusters Score -215188.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -215251.937500 Penalty: 2449.491699
	Iteration 20F: 3 clusters Score -215251.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -215312.593750 Penalty: 2449.491699
	Iteration 21Q: 3 clusters Score -215312.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -215388.937500 Penalty: 2449.491699
	Iteration 22Q: 3 clusters Score -215388.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -215483.125000 Penalty: 2449.491699
	Iteration 23Q: 3 clusters Score -215483.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -215577.390625 Penalty: 2449.491699
	Iteration 24Q: 3 clusters Score -215577.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -215652.234375 Penalty: 2449.491699
	Iteration 25Q: 3 clusters Score -215652.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -215709.140625 Penalty: 2449.491699
	Iteration 26Q: 3 clusters Score -215709.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -215746.468750 Penalty: 2449.491699
	Iteration 27Q: 3 clusters Score -215746.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -215767.828125 Penalty: 2449.491699
	Iteration 28Q: 3 clusters Score -215767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -215770.234375 Penalty: 2449.491699
	Iteration 29Q: 3 clusters Score -215770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -215774.234375 Penalty: 2449.491699
	Iteration 30Q: 3 clusters Score -215774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -215775.890625 Penalty: 2449.491699
	Iteration 31Q: 3 clusters Score -215775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -215776.843750 Penalty: 2449.491699
	Iteration 32Q: 3 clusters Score -215776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -215778.062500 Penalty: 2449.491699
	Iteration 33Q: 3 clusters Score -215778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -215780.578125 Penalty: 2449.491699
	Iteration 34Q: 3 clusters Score -215780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -215782.734375 Penalty: 2449.491699
	Iteration 35Q: 3 clusters Score -215782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -215783.203125 Penalty: 2449.491699
	Iteration 36Q: 3 clusters Score -215783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -215783.937500 Penalty: 2449.491699
	Iteration 37Q: 3 clusters Score -215783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -215784.046875 Penalty: 2449.491699
	Iteration 38Q: 3 clusters Score -215784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -215785.359375 Penalty: 2449.491699
	Iteration 39Q: 3 clusters Score -215785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -215786.921875 Penalty: 2449.491699
	Iteration 40F: 3 clusters Score -215786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -215788.203125 Penalty: 2449.491699
	Iteration 41Q: 3 clusters Score -215788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -215789.421875 Penalty: 2449.491699
	Iteration 42Q: 3 clusters Score -215789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -215790.375000 Penalty: 2449.491699
	Iteration 43Q: 3 clusters Score -215790.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -215790.593750 Penalty: 2449.491699
	Iteration 44Q: 3 clusters Score -215790.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -215791.562500 Penalty: 2449.491699
	Iteration 45Q: 3 clusters Score -215791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -215791.687500 Penalty: 2449.491699
	Iteration 46Q: 3 clusters Score -215791.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -215791.687500 Penalty: 2449.491699
	Iteration 47F: 3 clusters Score -215791.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -455174.500000 Penalty: 1347.416992
	Iteration 0F: 2 clusters Score -455174.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451824.468750 Penalty: 2694.833984
	Iteration 0F: 3 clusters Score -451824.5 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -452771.875000 Penalty: 2694.833984
	Iteration 1F: 3 clusters Score -452771.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -453005.250000 Penalty: 2694.833984
	Iteration 2F: 3 clusters Score -453005.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -453179.968750 Penalty: 2694.833984
	Iteration 3F: 3 clusters Score -453180 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -453338.000000 Penalty: 2694.833984
	Iteration 4F: 3 clusters Score -453338 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -453540.718750 Penalty: 2694.833984
	Iteration 5F: 3 clusters Score -453540.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -453808.593750 Penalty: 2694.833984
	Iteration 6F: 3 clusters Score -453808.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -454149.218750 Penalty: 2694.833984
	Iteration 7F: 3 clusters Score -454149.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -454636.593750 Penalty: 2694.833984
	Iteration 8F: 3 clusters Score -454636.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -454998.843750 Penalty: 2694.833984
	Iteration 9F: 3 clusters Score -454998.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -455197.406250 Penalty: 2694.833984
	Iteration 10Q: 3 clusters Score -455197.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -455304.375000 Penalty: 2694.833984
	Iteration 11Q: 3 clusters Score -455304.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -455378.812500 Penalty: 2694.833984
	Iteration 12Q: 3 clusters Score -455378.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -455416.593750 Penalty: 2694.833984
	Iteration 13Q: 3 clusters Score -455416.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -455430.906250 Penalty: 2694.833984
	Iteration 14Q: 3 clusters Score -455430.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -455436.468750 Penalty: 2694.833984
	Iteration 15Q: 3 clusters Score -455436.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -455440.500000 Penalty: 2694.833984
	Iteration 16Q: 3 clusters Score -455440.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -455443.750000 Penalty: 2694.833984
	Iteration 17Q: 3 clusters Score -455443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -455446.125000 Penalty: 2694.833984
	Iteration 18Q: 3 clusters Score -455446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -455448.156250 Penalty: 2694.833984
	Iteration 19Q: 3 clusters Score -455448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -455449.468750 Penalty: 2694.833984
	Iteration 20F: 3 clusters Score -455449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -455450.281250 Penalty: 2694.833984
	Iteration 21Q: 3 clusters Score -455450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -455450.468750 Penalty: 2694.833984
	Iteration 22Q: 3 clusters Score -455450.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -455450.968750 Penalty: 2694.833984
	Iteration 23Q: 3 clusters Score -455451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -455450.781250 Penalty: 2694.833984
	Iteration 24Q: 3 clusters Score -455450.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -455451.937500 Penalty: 2694.833984
	Iteration 25Q: 3 clusters Score -455451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -455451.500000 Penalty: 2694.833984
	Iteration 26Q: 3 clusters Score -455451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -455451.968750 Penalty: 2694.833984
	Iteration 27Q: 3 clusters Score -455452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -455451.968750 Penalty: 2694.833984
	Iteration 28F: 3 clusters Score -455452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 96205 members 
Mstep: Class 4 contains 91267 members 
Mstep: Class 5 contains 107486 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 1996 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22256 members 
Mstep: Class 11 contains 95187 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 10192 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 98448 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 85476 members 
Mstep: Class 19 contains 5571 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41124 members 
Mstep: Class 24 contains 29974 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 9315 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Mstep: Class 32 contains 1995 members 
Entering Unmasked Estep 
Score: -102231528.000000 Penalty: 70941.500000
Splitting cluster 7 changes total score from -102232176.000000 to -102231528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -22086.011719 Penalty: 902.355896
	Iteration 0F: 2 clusters Score -22086.01 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 141 members 
Entering Unmasked Estep 
Score: -21495.738281 Penalty: 1804.711792
	Iteration 0F: 3 clusters Score -21495.74 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21832.267578 Penalty: 1804.711792
	Iteration 1F: 3 clusters Score -21832.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22036.521484 Penalty: 1804.711792
	Iteration 2F: 3 clusters Score -22036.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22188.650391 Penalty: 1804.711792
	Iteration 3Q: 3 clusters Score -22188.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22206.677734 Penalty: 1804.711792
	Iteration 4Q: 3 clusters Score -22206.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22209.708984 Penalty: 1804.711792
	Iteration 5Q: 3 clusters Score -22209.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22212.751953 Penalty: 1804.711792
	Iteration 6Q: 3 clusters Score -22212.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22218.539062 Penalty: 1804.711792
	Iteration 7Q: 3 clusters Score -22218.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22218.539062 Penalty: 1804.711792
	Iteration 8F: 3 clusters Score -22218.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 96205 members 
Mstep: Class 4 contains 91267 members 
Mstep: Class 5 contains 107486 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 69 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22256 members 
Mstep: Class 11 contains 95187 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 10192 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 98448 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 85476 members 
Mstep: Class 19 contains 5571 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41124 members 
Mstep: Class 24 contains 29974 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 9315 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Mstep: Class 32 contains 189 members 
Entering Unmasked Estep 
Score: -102231008.000000 Penalty: 70941.500000
Splitting cluster 8 changes total score from -102232176.000000 to -102231008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -44469.960938 Penalty: 1000.164429
	Iteration 0F: 2 clusters Score -44469.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43485.738281 Penalty: 2000.328857
	Iteration 0F: 3 clusters Score -43485.74 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43726.410156 Penalty: 2000.328857
	Iteration 1F: 3 clusters Score -43726.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43823.410156 Penalty: 2000.328857
	Iteration 2F: 3 clusters Score -43823.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43859.789062 Penalty: 2000.328857
	Iteration 3F: 3 clusters Score -43859.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -43902.613281 Penalty: 2000.328857
	Iteration 4Q: 3 clusters Score -43902.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43920.738281 Penalty: 2000.328857
	Iteration 5Q: 3 clusters Score -43920.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43930.101562 Penalty: 2000.328857
	Iteration 6Q: 3 clusters Score -43930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43932.718750 Penalty: 2000.328857
	Iteration 7Q: 3 clusters Score -43932.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43934.796875 Penalty: 2000.328857
	Iteration 8Q: 3 clusters Score -43934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43938.734375 Penalty: 2000.328857
	Iteration 9Q: 3 clusters Score -43938.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43951.101562 Penalty: 2000.328857
	Iteration 10Q: 3 clusters Score -43951.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43954.507812 Penalty: 2000.328857
	Iteration 11Q: 3 clusters Score -43954.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43956.796875 Penalty: 2000.328857
	Iteration 12Q: 3 clusters Score -43956.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43956.796875 Penalty: 2000.328857
	Iteration 13F: 3 clusters Score -43956.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Entering Unmasked Estep 
Score: -2760665.000000 Penalty: 1626.684570
	Iteration 0F: 2 clusters Score -2760665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2745518.500000 Penalty: 3253.369141
	Iteration 0F: 3 clusters Score -2745518 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2751338.500000 Penalty: 3253.369141
	Iteration 1F: 3 clusters Score -2751338 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2752185.000000 Penalty: 3253.369141
	Iteration 2F: 3 clusters Score -2752185 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2753154.000000 Penalty: 3253.369141
	Iteration 3F: 3 clusters Score -2753154 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2754317.500000 Penalty: 3253.369141
	Iteration 4F: 3 clusters Score -2754318 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2755556.500000 Penalty: 3253.369141
	Iteration 5F: 3 clusters Score -2755556 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2756625.000000 Penalty: 3253.369141
	Iteration 6F: 3 clusters Score -2756625 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2757505.250000 Penalty: 3253.369141
	Iteration 7Q: 3 clusters Score -2757505 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2758100.250000 Penalty: 3253.369141
	Iteration 8Q: 3 clusters Score -2758100 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2758433.000000 Penalty: 3253.369141
	Iteration 9Q: 3 clusters Score -2758433 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2758615.000000 Penalty: 3253.369141
	Iteration 10Q: 3 clusters Score -2758615 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2758723.250000 Penalty: 3253.369141
	Iteration 11Q: 3 clusters Score -2758723 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2758791.000000 Penalty: 3253.369141
	Iteration 12Q: 3 clusters Score -2758791 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2758841.500000 Penalty: 3253.369141
	Iteration 13Q: 3 clusters Score -2758842 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2758876.000000 Penalty: 3253.369141
	Iteration 14Q: 3 clusters Score -2758876 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2758918.500000 Penalty: 3253.369141
	Iteration 15Q: 3 clusters Score -2758918 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2758939.250000 Penalty: 3253.369141
	Iteration 16Q: 3 clusters Score -2758939 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2758963.250000 Penalty: 3253.369141
	Iteration 17Q: 3 clusters Score -2758963 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2758988.750000 Penalty: 3253.369141
	Iteration 18Q: 3 clusters Score -2758989 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2759008.500000 Penalty: 3253.369141
	Iteration 19Q: 3 clusters Score -2759008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2759030.000000 Penalty: 3253.369141
	Iteration 20F: 3 clusters Score -2759030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2759065.250000 Penalty: 3253.369141
	Iteration 21Q: 3 clusters Score -2759065 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2759087.000000 Penalty: 3253.369141
	Iteration 22Q: 3 clusters Score -2759087 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2759103.750000 Penalty: 3253.369141
	Iteration 23Q: 3 clusters Score -2759104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2759124.750000 Penalty: 3253.369141
	Iteration 24Q: 3 clusters Score -2759125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2759134.750000 Penalty: 3253.369141
	Iteration 25Q: 3 clusters Score -2759135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2759152.250000 Penalty: 3253.369141
	Iteration 26Q: 3 clusters Score -2759152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2759167.750000 Penalty: 3253.369141
	Iteration 27Q: 3 clusters Score -2759168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2759177.750000 Penalty: 3253.369141
	Iteration 28Q: 3 clusters Score -2759178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2759191.500000 Penalty: 3253.369141
	Iteration 29Q: 3 clusters Score -2759192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2759191.750000 Penalty: 3253.369141
	Iteration 30Q: 3 clusters Score -2759192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2759188.250000 Penalty: 3253.369141
	Iteration 31Q: 3 clusters Score -2759188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2759193.500000 Penalty: 3253.369141
	Iteration 32Q: 3 clusters Score -2759194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2759197.250000 Penalty: 3253.369141
	Iteration 33Q: 3 clusters Score -2759197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2759209.000000 Penalty: 3253.369141
	Iteration 34Q: 3 clusters Score -2759209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2759211.000000 Penalty: 3253.369141
	Iteration 35Q: 3 clusters Score -2759211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2759217.500000 Penalty: 3253.369141
	Iteration 36Q: 3 clusters Score -2759218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2759220.250000 Penalty: 3253.369141
	Iteration 37Q: 3 clusters Score -2759220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2759232.250000 Penalty: 3253.369141
	Iteration 38Q: 3 clusters Score -2759232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2759237.750000 Penalty: 3253.369141
	Iteration 39Q: 3 clusters Score -2759238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2759236.750000 Penalty: 3253.369141
	Iteration 40F: 3 clusters Score -2759237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2759243.250000 Penalty: 3253.369141
	Iteration 41Q: 3 clusters Score -2759243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2759244.500000 Penalty: 3253.369141
	Iteration 42Q: 3 clusters Score -2759244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2759255.000000 Penalty: 3253.369141
	Iteration 43Q: 3 clusters Score -2759255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2759257.250000 Penalty: 3253.369141
	Iteration 44Q: 3 clusters Score -2759257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2759261.250000 Penalty: 3253.369141
	Iteration 45Q: 3 clusters Score -2759261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2759262.500000 Penalty: 3253.369141
	Iteration 46Q: 3 clusters Score -2759262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2759268.000000 Penalty: 3253.369141
	Iteration 47Q: 3 clusters Score -2759268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2759271.000000 Penalty: 3253.369141
	Iteration 48Q: 3 clusters Score -2759271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2759278.000000 Penalty: 3253.369141
	Iteration 49Q: 3 clusters Score -2759278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2759278.250000 Penalty: 3253.369141
	Iteration 50Q: 3 clusters Score -2759278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2759281.000000 Penalty: 3253.369141
	Iteration 51Q: 3 clusters Score -2759281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2759282.750000 Penalty: 3253.369141
	Iteration 52Q: 3 clusters Score -2759283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2759283.000000 Penalty: 3253.369141
	Iteration 53Q: 3 clusters Score -2759283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2759286.250000 Penalty: 3253.369141
	Iteration 54Q: 3 clusters Score -2759286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2759291.250000 Penalty: 3253.369141
	Iteration 55Q: 3 clusters Score -2759291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2759293.500000 Penalty: 3253.369141
	Iteration 56Q: 3 clusters Score -2759294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2759297.750000 Penalty: 3253.369141
	Iteration 57Q: 3 clusters Score -2759298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2759300.000000 Penalty: 3253.369141
	Iteration 58Q: 3 clusters Score -2759300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2759303.500000 Penalty: 3253.369141
	Iteration 59Q: 3 clusters Score -2759304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2759304.250000 Penalty: 3253.369141
	Iteration 60F: 3 clusters Score -2759304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2759305.750000 Penalty: 3253.369141
	Iteration 61Q: 3 clusters Score -2759306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2759301.750000 Penalty: 3253.369141
	Iteration 62Q: 3 clusters Score -2759302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2759305.750000 Penalty: 3253.369141
	Iteration 63Q: 3 clusters Score -2759306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2759309.500000 Penalty: 3253.369141
	Iteration 64Q: 3 clusters Score -2759310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2759309.250000 Penalty: 3253.369141
	Iteration 65Q: 3 clusters Score -2759309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2759311.250000 Penalty: 3253.369141
	Iteration 66Q: 3 clusters Score -2759311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2759308.500000 Penalty: 3253.369141
	Iteration 67Q: 3 clusters Score -2759308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2759309.500000 Penalty: 3253.369141
	Iteration 68Q: 3 clusters Score -2759310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2759313.000000 Penalty: 3253.369141
	Iteration 69Q: 3 clusters Score -2759313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2759312.750000 Penalty: 3253.369141
	Iteration 70Q: 3 clusters Score -2759313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2759316.750000 Penalty: 3253.369141
	Iteration 71Q: 3 clusters Score -2759317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2759314.750000 Penalty: 3253.369141
	Iteration 72Q: 3 clusters Score -2759315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2759314.750000 Penalty: 3253.369141
	Iteration 73F: 3 clusters Score -2759315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (95187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Entering Unmasked Estep 
Score: -11739465.000000 Penalty: 1862.834717
	Iteration 0F: 2 clusters Score -1.173946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -11677120.000000 Penalty: 3725.669434
	Iteration 0F: 3 clusters Score -1.167712e+07 nChanged 45424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -11703651.000000 Penalty: 3725.669434
	Iteration 1F: 3 clusters Score -1.170365e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -11704464.000000 Penalty: 3725.669434
	Iteration 2Q: 3 clusters Score -1.170446e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -11705655.000000 Penalty: 3725.669434
	Iteration 3Q: 3 clusters Score -1.170566e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -11707561.000000 Penalty: 3725.669434
	Iteration 4Q: 3 clusters Score -1.170756e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -11710657.000000 Penalty: 3725.669434
	Iteration 5F: 3 clusters Score -1.171066e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -11715304.000000 Penalty: 3725.669434
	Iteration 6F: 3 clusters Score -1.17153e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -11721383.000000 Penalty: 3725.669434
	Iteration 7F: 3 clusters Score -1.172138e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -11726131.000000 Penalty: 3725.669434
	Iteration 8F: 3 clusters Score -1.172613e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -11728348.000000 Penalty: 3725.669434
	Iteration 9Q: 3 clusters Score -1.172835e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -11729384.000000 Penalty: 3725.669434
	Iteration 10Q: 3 clusters Score -1.172938e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -11730177.000000 Penalty: 3725.669434
	Iteration 11Q: 3 clusters Score -1.173018e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -11730898.000000 Penalty: 3725.669434
	Iteration 12Q: 3 clusters Score -1.17309e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -11731527.000000 Penalty: 3725.669434
	Iteration 13Q: 3 clusters Score -1.173153e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -11732083.000000 Penalty: 3725.669434
	Iteration 14Q: 3 clusters Score -1.173208e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -11732625.000000 Penalty: 3725.669434
	Iteration 15Q: 3 clusters Score -1.173262e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -11733018.000000 Penalty: 3725.669434
	Iteration 16Q: 3 clusters Score -1.173302e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -11733304.000000 Penalty: 3725.669434
	Iteration 17Q: 3 clusters Score -1.17333e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -11733524.000000 Penalty: 3725.669434
	Iteration 18Q: 3 clusters Score -1.173352e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -11733659.000000 Penalty: 3725.669434
	Iteration 19Q: 3 clusters Score -1.173366e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -11733741.000000 Penalty: 3725.669434
	Iteration 20F: 3 clusters Score -1.173374e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -11733759.000000 Penalty: 3725.669434
	Iteration 21Q: 3 clusters Score -1.173376e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -11733838.000000 Penalty: 3725.669434
	Iteration 22Q: 3 clusters Score -1.173384e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -11733905.000000 Penalty: 3725.669434
	Iteration 23Q: 3 clusters Score -1.17339e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -11733935.000000 Penalty: 3725.669434
	Iteration 24Q: 3 clusters Score -1.173394e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -11733919.000000 Penalty: 3725.669434
	Iteration 25Q: 3 clusters Score -1.173392e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -11733910.000000 Penalty: 3725.669434
	Iteration 26Q: 3 clusters Score -1.173391e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -11733892.000000 Penalty: 3725.669434
	Iteration 27Q: 3 clusters Score -1.173389e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -11733907.000000 Penalty: 3725.669434
	Iteration 28Q: 3 clusters Score -1.173391e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -11733899.000000 Penalty: 3725.669434
	Iteration 29Q: 3 clusters Score -1.17339e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -11733924.000000 Penalty: 3725.669434
	Iteration 30Q: 3 clusters Score -1.173392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -11733909.000000 Penalty: 3725.669434
	Iteration 31Q: 3 clusters Score -1.173391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -11733890.000000 Penalty: 3725.669434
	Iteration 32Q: 3 clusters Score -1.173389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -11733890.000000 Penalty: 3725.669434
	Iteration 33Q: 3 clusters Score -1.173389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -11733892.000000 Penalty: 3725.669434
	Iteration 34Q: 3 clusters Score -1.173389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -11733896.000000 Penalty: 3725.669434
	Iteration 35Q: 3 clusters Score -1.17339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -11733901.000000 Penalty: 3725.669434
	Iteration 36Q: 3 clusters Score -1.17339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -11733899.000000 Penalty: 3725.669434
	Iteration 37Q: 3 clusters Score -1.17339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -11733889.000000 Penalty: 3725.669434
	Iteration 38Q: 3 clusters Score -1.173389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -11733887.000000 Penalty: 3725.669434
	Iteration 39Q: 3 clusters Score -1.173389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -11733895.000000 Penalty: 3725.669434
	Iteration 40F: 3 clusters Score -1.17339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -11733906.000000 Penalty: 3725.669434
	Iteration 41Q: 3 clusters Score -1.173391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -11733904.000000 Penalty: 3725.669434
	Iteration 42Q: 3 clusters Score -1.17339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -11733903.000000 Penalty: 3725.669434
	Iteration 43Q: 3 clusters Score -1.17339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -11733904.000000 Penalty: 3725.669434
	Iteration 44Q: 3 clusters Score -1.17339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -11733897.000000 Penalty: 3725.669434
	Iteration 45Q: 3 clusters Score -1.17339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -11733900.000000 Penalty: 3725.669434
	Iteration 46Q: 3 clusters Score -1.17339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -11733894.000000 Penalty: 3725.669434
	Iteration 47Q: 3 clusters Score -1.173389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -11733894.000000 Penalty: 3725.669434
	Iteration 48F: 3 clusters Score -1.173389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Entering Unmasked Estep 
Score: -213933.812500 Penalty: 1223.790161
	Iteration 0F: 2 clusters Score -213933.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -211927.890625 Penalty: 2447.580322
	Iteration 0F: 3 clusters Score -211927.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -212377.312500 Penalty: 2447.580322
	Iteration 1F: 3 clusters Score -212377.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -212513.515625 Penalty: 2447.580322
	Iteration 2F: 3 clusters Score -212513.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -212619.125000 Penalty: 2447.580322
	Iteration 3F: 3 clusters Score -212619.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -212712.468750 Penalty: 2447.580322
	Iteration 4Q: 3 clusters Score -212712.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -212802.984375 Penalty: 2447.580322
	Iteration 5Q: 3 clusters Score -212803 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -212879.562500 Penalty: 2447.580322
	Iteration 6Q: 3 clusters Score -212879.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -212945.718750 Penalty: 2447.580322
	Iteration 7Q: 3 clusters Score -212945.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -212992.218750 Penalty: 2447.580322
	Iteration 8Q: 3 clusters Score -212992.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -213033.140625 Penalty: 2447.580322
	Iteration 9Q: 3 clusters Score -213033.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -213075.218750 Penalty: 2447.580322
	Iteration 10Q: 3 clusters Score -213075.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -213112.031250 Penalty: 2447.580322
	Iteration 11Q: 3 clusters Score -213112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -213158.140625 Penalty: 2447.580322
	Iteration 12Q: 3 clusters Score -213158.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -213201.296875 Penalty: 2447.580322
	Iteration 13Q: 3 clusters Score -213201.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -213238.281250 Penalty: 2447.580322
	Iteration 14Q: 3 clusters Score -213238.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -213276.781250 Penalty: 2447.580322
	Iteration 15Q: 3 clusters Score -213276.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -213351.359375 Penalty: 2447.580322
	Iteration 16Q: 3 clusters Score -213351.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -213415.875000 Penalty: 2447.580322
	Iteration 17Q: 3 clusters Score -213415.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -213443.859375 Penalty: 2447.580322
	Iteration 18Q: 3 clusters Score -213443.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -213468.156250 Penalty: 2447.580322
	Iteration 19Q: 3 clusters Score -213468.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -213478.781250 Penalty: 2447.580322
	Iteration 20F: 3 clusters Score -213478.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -213485.500000 Penalty: 2447.580322
	Iteration 21Q: 3 clusters Score -213485.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -213492.312500 Penalty: 2447.580322
	Iteration 22Q: 3 clusters Score -213492.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -213498.843750 Penalty: 2447.580322
	Iteration 23Q: 3 clusters Score -213498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -213501.250000 Penalty: 2447.580322
	Iteration 24Q: 3 clusters Score -213501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -213505.359375 Penalty: 2447.580322
	Iteration 25Q: 3 clusters Score -213505.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -213509.328125 Penalty: 2447.580322
	Iteration 26Q: 3 clusters Score -213509.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -213512.218750 Penalty: 2447.580322
	Iteration 27Q: 3 clusters Score -213512.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -213513.515625 Penalty: 2447.580322
	Iteration 28Q: 3 clusters Score -213513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -213515.515625 Penalty: 2447.580322
	Iteration 29Q: 3 clusters Score -213515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -213518.000000 Penalty: 2447.580322
	Iteration 30Q: 3 clusters Score -213518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -213522.625000 Penalty: 2447.580322
	Iteration 31Q: 3 clusters Score -213522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -213529.343750 Penalty: 2447.580322
	Iteration 32Q: 3 clusters Score -213529.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -213534.343750 Penalty: 2447.580322
	Iteration 33Q: 3 clusters Score -213534.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -213536.781250 Penalty: 2447.580322
	Iteration 34Q: 3 clusters Score -213536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -213539.531250 Penalty: 2447.580322
	Iteration 35Q: 3 clusters Score -213539.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -213541.906250 Penalty: 2447.580322
	Iteration 36Q: 3 clusters Score -213541.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -213545.359375 Penalty: 2447.580322
	Iteration 37Q: 3 clusters Score -213545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -213546.953125 Penalty: 2447.580322
	Iteration 38Q: 3 clusters Score -213547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -213549.031250 Penalty: 2447.580322
	Iteration 39Q: 3 clusters Score -213549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -213550.156250 Penalty: 2447.580322
	Iteration 40F: 3 clusters Score -213550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -213551.593750 Penalty: 2447.580322
	Iteration 41Q: 3 clusters Score -213551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -213554.968750 Penalty: 2447.580322
	Iteration 42Q: 3 clusters Score -213555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -213557.750000 Penalty: 2447.580322
	Iteration 43Q: 3 clusters Score -213557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -213562.531250 Penalty: 2447.580322
	Iteration 44Q: 3 clusters Score -213562.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -213564.875000 Penalty: 2447.580322
	Iteration 45Q: 3 clusters Score -213564.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -213564.875000 Penalty: 2447.580322
	Iteration 46F: 3 clusters Score -213564.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Entering Unmasked Estep 
Score: -1223178.750000 Penalty: 1499.770752
	Iteration 0F: 2 clusters Score -1223179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1215825.125000 Penalty: 2999.541504
	Iteration 0F: 3 clusters Score -1215825 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1218338.375000 Penalty: 2999.541504
	Iteration 1F: 3 clusters Score -1218338 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1218650.250000 Penalty: 2999.541504
	Iteration 2F: 3 clusters Score -1218650 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1218899.250000 Penalty: 2999.541504
	Iteration 3F: 3 clusters Score -1218899 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1219134.875000 Penalty: 2999.541504
	Iteration 4Q: 3 clusters Score -1219135 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1219341.250000 Penalty: 2999.541504
	Iteration 5Q: 3 clusters Score -1219341 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1219557.250000 Penalty: 2999.541504
	Iteration 6Q: 3 clusters Score -1219557 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1219790.500000 Penalty: 2999.541504
	Iteration 7Q: 3 clusters Score -1219790 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1220074.500000 Penalty: 2999.541504
	Iteration 8Q: 3 clusters Score -1220074 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1220407.000000 Penalty: 2999.541504
	Iteration 9Q: 3 clusters Score -1220407 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1220732.125000 Penalty: 2999.541504
	Iteration 10Q: 3 clusters Score -1220732 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1221053.000000 Penalty: 2999.541504
	Iteration 11Q: 3 clusters Score -1221053 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1221351.625000 Penalty: 2999.541504
	Iteration 12Q: 3 clusters Score -1221352 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1221575.375000 Penalty: 2999.541504
	Iteration 13Q: 3 clusters Score -1221575 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1221753.500000 Penalty: 2999.541504
	Iteration 14Q: 3 clusters Score -1221754 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1221897.875000 Penalty: 2999.541504
	Iteration 15Q: 3 clusters Score -1221898 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1221988.125000 Penalty: 2999.541504
	Iteration 16Q: 3 clusters Score -1221988 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1222075.375000 Penalty: 2999.541504
	Iteration 17Q: 3 clusters Score -1222075 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1222141.125000 Penalty: 2999.541504
	Iteration 18Q: 3 clusters Score -1222141 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1222187.500000 Penalty: 2999.541504
	Iteration 19Q: 3 clusters Score -1222188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1222214.750000 Penalty: 2999.541504
	Iteration 20F: 3 clusters Score -1222215 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1222248.750000 Penalty: 2999.541504
	Iteration 21Q: 3 clusters Score -1222249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1222266.250000 Penalty: 2999.541504
	Iteration 22Q: 3 clusters Score -1222266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1222288.000000 Penalty: 2999.541504
	Iteration 23Q: 3 clusters Score -1222288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1222302.000000 Penalty: 2999.541504
	Iteration 24Q: 3 clusters Score -1222302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1222312.625000 Penalty: 2999.541504
	Iteration 25Q: 3 clusters Score -1222313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1222326.125000 Penalty: 2999.541504
	Iteration 26Q: 3 clusters Score -1222326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1222330.375000 Penalty: 2999.541504
	Iteration 27Q: 3 clusters Score -1222330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1222334.500000 Penalty: 2999.541504
	Iteration 28Q: 3 clusters Score -1222334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1222340.875000 Penalty: 2999.541504
	Iteration 29Q: 3 clusters Score -1222341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1222343.000000 Penalty: 2999.541504
	Iteration 30Q: 3 clusters Score -1222343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1222352.625000 Penalty: 2999.541504
	Iteration 31Q: 3 clusters Score -1222353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1222357.250000 Penalty: 2999.541504
	Iteration 32Q: 3 clusters Score -1222357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1222362.875000 Penalty: 2999.541504
	Iteration 33Q: 3 clusters Score -1222363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1222368.250000 Penalty: 2999.541504
	Iteration 34Q: 3 clusters Score -1222368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1222371.000000 Penalty: 2999.541504
	Iteration 35Q: 3 clusters Score -1222371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1222373.250000 Penalty: 2999.541504
	Iteration 36Q: 3 clusters Score -1222373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1222375.250000 Penalty: 2999.541504
	Iteration 37Q: 3 clusters Score -1222375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1222378.750000 Penalty: 2999.541504
	Iteration 38Q: 3 clusters Score -1222379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1222382.000000 Penalty: 2999.541504
	Iteration 39Q: 3 clusters Score -1222382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1222384.000000 Penalty: 2999.541504
	Iteration 40F: 3 clusters Score -1222384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1222383.375000 Penalty: 2999.541504
	Iteration 41Q: 3 clusters Score -1222383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1222386.375000 Penalty: 2999.541504
	Iteration 42Q: 3 clusters Score -1222386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1222386.250000 Penalty: 2999.541504
	Iteration 43Q: 3 clusters Score -1222386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1222386.250000 Penalty: 2999.541504
	Iteration 44F: 3 clusters Score -1222386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -1071134.125000 Penalty: 1475.796631
	Iteration 0F: 2 clusters Score -1071134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1064670.250000 Penalty: 2951.593262
	Iteration 0F: 3 clusters Score -1064670 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1066775.250000 Penalty: 2951.593262
	Iteration 1F: 3 clusters Score -1066775 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1067058.875000 Penalty: 2951.593262
	Iteration 2F: 3 clusters Score -1067059 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1067292.625000 Penalty: 2951.593262
	Iteration 3F: 3 clusters Score -1067293 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1067470.125000 Penalty: 2951.593262
	Iteration 4Q: 3 clusters Score -1067470 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1067640.250000 Penalty: 2951.593262
	Iteration 5Q: 3 clusters Score -1067640 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1067820.000000 Penalty: 2951.593262
	Iteration 6Q: 3 clusters Score -1067820 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1067994.500000 Penalty: 2951.593262
	Iteration 7Q: 3 clusters Score -1067994 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1068199.375000 Penalty: 2951.593262
	Iteration 8Q: 3 clusters Score -1068199 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1068399.625000 Penalty: 2951.593262
	Iteration 9Q: 3 clusters Score -1068400 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1068603.750000 Penalty: 2951.593262
	Iteration 10Q: 3 clusters Score -1068604 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1068782.875000 Penalty: 2951.593262
	Iteration 11Q: 3 clusters Score -1068783 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1068900.375000 Penalty: 2951.593262
	Iteration 12Q: 3 clusters Score -1068900 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1068988.375000 Penalty: 2951.593262
	Iteration 13Q: 3 clusters Score -1068988 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1069061.750000 Penalty: 2951.593262
	Iteration 14Q: 3 clusters Score -1069062 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1069121.375000 Penalty: 2951.593262
	Iteration 15Q: 3 clusters Score -1069121 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1069179.625000 Penalty: 2951.593262
	Iteration 16Q: 3 clusters Score -1069180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1069236.375000 Penalty: 2951.593262
	Iteration 17Q: 3 clusters Score -1069236 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1069286.625000 Penalty: 2951.593262
	Iteration 18Q: 3 clusters Score -1069287 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1069338.500000 Penalty: 2951.593262
	Iteration 19Q: 3 clusters Score -1069338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1069400.750000 Penalty: 2951.593262
	Iteration 20F: 3 clusters Score -1069401 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1069472.375000 Penalty: 2951.593262
	Iteration 21Q: 3 clusters Score -1069472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1069554.500000 Penalty: 2951.593262
	Iteration 22Q: 3 clusters Score -1069554 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1069636.375000 Penalty: 2951.593262
	Iteration 23Q: 3 clusters Score -1069636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1069715.125000 Penalty: 2951.593262
	Iteration 24Q: 3 clusters Score -1069715 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1069788.375000 Penalty: 2951.593262
	Iteration 25Q: 3 clusters Score -1069788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1069829.000000 Penalty: 2951.593262
	Iteration 26Q: 3 clusters Score -1069829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1069861.750000 Penalty: 2951.593262
	Iteration 27Q: 3 clusters Score -1069862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1069885.500000 Penalty: 2951.593262
	Iteration 28Q: 3 clusters Score -1069886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1069897.250000 Penalty: 2951.593262
	Iteration 29Q: 3 clusters Score -1069897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1069904.750000 Penalty: 2951.593262
	Iteration 30Q: 3 clusters Score -1069905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1069910.500000 Penalty: 2951.593262
	Iteration 31Q: 3 clusters Score -1069910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1069914.500000 Penalty: 2951.593262
	Iteration 32Q: 3 clusters Score -1069914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1069920.250000 Penalty: 2951.593262
	Iteration 33Q: 3 clusters Score -1069920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1069922.875000 Penalty: 2951.593262
	Iteration 34Q: 3 clusters Score -1069923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1069924.625000 Penalty: 2951.593262
	Iteration 35Q: 3 clusters Score -1069925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1069926.000000 Penalty: 2951.593262
	Iteration 36Q: 3 clusters Score -1069926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1069929.250000 Penalty: 2951.593262
	Iteration 37Q: 3 clusters Score -1069929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1069930.250000 Penalty: 2951.593262
	Iteration 38Q: 3 clusters Score -1069930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1069932.875000 Penalty: 2951.593262
	Iteration 39Q: 3 clusters Score -1069933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1069932.125000 Penalty: 2951.593262
	Iteration 40F: 3 clusters Score -1069932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1069935.125000 Penalty: 2951.593262
	Iteration 41Q: 3 clusters Score -1069935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1069939.125000 Penalty: 2951.593262
	Iteration 42Q: 3 clusters Score -1069939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1069941.500000 Penalty: 2951.593262
	Iteration 43Q: 3 clusters Score -1069942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1069943.125000 Penalty: 2951.593262
	Iteration 44Q: 3 clusters Score -1069943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1069944.500000 Penalty: 2951.593262
	Iteration 45Q: 3 clusters Score -1069944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1069947.125000 Penalty: 2951.593262
	Iteration 46Q: 3 clusters Score -1069947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1069948.875000 Penalty: 2951.593262
	Iteration 47Q: 3 clusters Score -1069949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1069955.625000 Penalty: 2951.593262
	Iteration 48Q: 3 clusters Score -1069956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1069958.625000 Penalty: 2951.593262
	Iteration 49Q: 3 clusters Score -1069959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1069957.500000 Penalty: 2951.593262
	Iteration 50Q: 3 clusters Score -1069958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1069956.625000 Penalty: 2951.593262
	Iteration 51Q: 3 clusters Score -1069957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1069958.750000 Penalty: 2951.593262
	Iteration 52Q: 3 clusters Score -1069959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1069958.375000 Penalty: 2951.593262
	Iteration 53Q: 3 clusters Score -1069958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1069960.250000 Penalty: 2951.593262
	Iteration 54Q: 3 clusters Score -1069960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1069959.750000 Penalty: 2951.593262
	Iteration 55Q: 3 clusters Score -1069960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1069961.375000 Penalty: 2951.593262
	Iteration 56Q: 3 clusters Score -1069961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1069962.875000 Penalty: 2951.593262
	Iteration 57Q: 3 clusters Score -1069963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1069970.875000 Penalty: 2951.593262
	Iteration 58Q: 3 clusters Score -1069971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1069970.750000 Penalty: 2951.593262
	Iteration 59Q: 3 clusters Score -1069971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1069977.250000 Penalty: 2951.593262
	Iteration 60F: 3 clusters Score -1069977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1069980.125000 Penalty: 2951.593262
	Iteration 61Q: 3 clusters Score -1069980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1069986.500000 Penalty: 2951.593262
	Iteration 62Q: 3 clusters Score -1069986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1069991.375000 Penalty: 2951.593262
	Iteration 63Q: 3 clusters Score -1069991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1069994.000000 Penalty: 2951.593262
	Iteration 64Q: 3 clusters Score -1069994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1069996.625000 Penalty: 2951.593262
	Iteration 65Q: 3 clusters Score -1069997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1070001.875000 Penalty: 2951.593262
	Iteration 66Q: 3 clusters Score -1070002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1070006.500000 Penalty: 2951.593262
	Iteration 67Q: 3 clusters Score -1070006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1070012.250000 Penalty: 2951.593262
	Iteration 68Q: 3 clusters Score -1070012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1070015.125000 Penalty: 2951.593262
	Iteration 69Q: 3 clusters Score -1070015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1070015.250000 Penalty: 2951.593262
	Iteration 70Q: 3 clusters Score -1070015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1070018.250000 Penalty: 2951.593262
	Iteration 71Q: 3 clusters Score -1070018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1070019.125000 Penalty: 2951.593262
	Iteration 72Q: 3 clusters Score -1070019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1070019.375000 Penalty: 2951.593262
	Iteration 73Q: 3 clusters Score -1070019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1070019.375000 Penalty: 2951.593262
	Iteration 74F: 3 clusters Score -1070019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -218329.265625 Penalty: 1230.029419
	Iteration 0F: 2 clusters Score -218329.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -216318.000000 Penalty: 2460.058838
	Iteration 0F: 3 clusters Score -216318 nChanged 707
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: -216783.718750 Penalty: 2460.058838
	Iteration 1F: 3 clusters Score -216783.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -216925.000000 Penalty: 2460.058838
	Iteration 2F: 3 clusters Score -216925 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -217013.281250 Penalty: 2460.058838
	Iteration 3F: 3 clusters Score -217013.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -217079.062500 Penalty: 2460.058838
	Iteration 4Q: 3 clusters Score -217079.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -217138.453125 Penalty: 2460.058838
	Iteration 5Q: 3 clusters Score -217138.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -217202.078125 Penalty: 2460.058838
	Iteration 6Q: 3 clusters Score -217202.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -217262.593750 Penalty: 2460.058838
	Iteration 7Q: 3 clusters Score -217262.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -217338.062500 Penalty: 2460.058838
	Iteration 8Q: 3 clusters Score -217338.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -217418.265625 Penalty: 2460.058838
	Iteration 9Q: 3 clusters Score -217418.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217489.828125 Penalty: 2460.058838
	Iteration 10Q: 3 clusters Score -217489.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -217546.593750 Penalty: 2460.058838
	Iteration 11Q: 3 clusters Score -217546.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -217596.750000 Penalty: 2460.058838
	Iteration 12Q: 3 clusters Score -217596.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217632.812500 Penalty: 2460.058838
	Iteration 13Q: 3 clusters Score -217632.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -217674.750000 Penalty: 2460.058838
	Iteration 14Q: 3 clusters Score -217674.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -217716.406250 Penalty: 2460.058838
	Iteration 15Q: 3 clusters Score -217716.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -217745.062500 Penalty: 2460.058838
	Iteration 16Q: 3 clusters Score -217745.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -217778.312500 Penalty: 2460.058838
	Iteration 17Q: 3 clusters Score -217778.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -217804.796875 Penalty: 2460.058838
	Iteration 18Q: 3 clusters Score -217804.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -217815.265625 Penalty: 2460.058838
	Iteration 19Q: 3 clusters Score -217815.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217818.703125 Penalty: 2460.058838
	Iteration 20F: 3 clusters Score -217818.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -217823.531250 Penalty: 2460.058838
	Iteration 21Q: 3 clusters Score -217823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217825.812500 Penalty: 2460.058838
	Iteration 22Q: 3 clusters Score -217825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -217827.937500 Penalty: 2460.058838
	Iteration 23Q: 3 clusters Score -217827.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -217828.828125 Penalty: 2460.058838
	Iteration 24Q: 3 clusters Score -217828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -217828.828125 Penalty: 2460.058838
	Iteration 25F: 3 clusters Score -217828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98448 members 
Entering Unmasked Estep 
Score: -12319766.000000 Penalty: 1868.308594
	Iteration 0F: 2 clusters Score -1.231977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -12262510.000000 Penalty: 3736.617188
	Iteration 0F: 3 clusters Score -1.226251e+07 nChanged 47009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -12290144.000000 Penalty: 3736.617188
	Iteration 1F: 3 clusters Score -1.229014e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -12291306.000000 Penalty: 3736.617188
	Iteration 2Q: 3 clusters Score -1.229131e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -12293016.000000 Penalty: 3736.617188
	Iteration 3Q: 3 clusters Score -1.229302e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -12296059.000000 Penalty: 3736.617188
	Iteration 4F: 3 clusters Score -1.229606e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -12300764.000000 Penalty: 3736.617188
	Iteration 5F: 3 clusters Score -1.230076e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -12306394.000000 Penalty: 3736.617188
	Iteration 6F: 3 clusters Score -1.230639e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -12311645.000000 Penalty: 3736.617188
	Iteration 7F: 3 clusters Score -1.231164e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -12315310.000000 Penalty: 3736.617188
	Iteration 8F: 3 clusters Score -1.231531e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -12317137.000000 Penalty: 3736.617188
	Iteration 9Q: 3 clusters Score -1.231714e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -12317885.000000 Penalty: 3736.617188
	Iteration 10Q: 3 clusters Score -1.231788e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92228 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -12318166.000000 Penalty: 3736.617188
	Iteration 11Q: 3 clusters Score -1.231817e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -12318320.000000 Penalty: 3736.617188
	Iteration 12Q: 3 clusters Score -1.231832e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -12318434.000000 Penalty: 3736.617188
	Iteration 13Q: 3 clusters Score -1.231843e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96434 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -12318402.000000 Penalty: 3736.617188
	Iteration 14Q: 3 clusters Score -1.23184e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -12318363.000000 Penalty: 3736.617188
	Iteration 15Q: 3 clusters Score -1.231836e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12318394.000000 Penalty: 3736.617188
	Iteration 16Q: 3 clusters Score -1.231839e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97736 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12318362.000000 Penalty: 3736.617188
	Iteration 17Q: 3 clusters Score -1.231836e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12318373.000000 Penalty: 3736.617188
	Iteration 18Q: 3 clusters Score -1.231837e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12318326.000000 Penalty: 3736.617188
	Iteration 19Q: 3 clusters Score -1.231833e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12318381.000000 Penalty: 3736.617188
	Iteration 20F: 3 clusters Score -1.231838e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12318396.000000 Penalty: 3736.617188
	Iteration 21Q: 3 clusters Score -1.23184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98097 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -12318393.000000 Penalty: 3736.617188
	Iteration 22Q: 3 clusters Score -1.231839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -12318416.000000 Penalty: 3736.617188
	Iteration 23Q: 3 clusters Score -1.231842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12318407.000000 Penalty: 3736.617188
	Iteration 24Q: 3 clusters Score -1.231841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98128 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12318413.000000 Penalty: 3736.617188
	Iteration 25Q: 3 clusters Score -1.231841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98131 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12318412.000000 Penalty: 3736.617188
	Iteration 26Q: 3 clusters Score -1.231841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12318401.000000 Penalty: 3736.617188
	Iteration 27Q: 3 clusters Score -1.23184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12318401.000000 Penalty: 3736.617188
	Iteration 28F: 3 clusters Score -1.23184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -460493.531250 Penalty: 1343.502197
	Iteration 0F: 2 clusters Score -460493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -457224.156250 Penalty: 2687.004395
	Iteration 0F: 3 clusters Score -457224.2 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -458022.187500 Penalty: 2687.004395
	Iteration 1F: 3 clusters Score -458022.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -458151.468750 Penalty: 2687.004395
	Iteration 2F: 3 clusters Score -458151.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -458236.312500 Penalty: 2687.004395
	Iteration 3Q: 3 clusters Score -458236.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -458295.437500 Penalty: 2687.004395
	Iteration 4Q: 3 clusters Score -458295.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -458330.343750 Penalty: 2687.004395
	Iteration 5Q: 3 clusters Score -458330.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -458357.687500 Penalty: 2687.004395
	Iteration 6Q: 3 clusters Score -458357.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -458380.562500 Penalty: 2687.004395
	Iteration 7Q: 3 clusters Score -458380.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -458401.968750 Penalty: 2687.004395
	Iteration 8Q: 3 clusters Score -458402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -458424.187500 Penalty: 2687.004395
	Iteration 9Q: 3 clusters Score -458424.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -458443.906250 Penalty: 2687.004395
	Iteration 10Q: 3 clusters Score -458443.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -458462.937500 Penalty: 2687.004395
	Iteration 11Q: 3 clusters Score -458462.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -458479.218750 Penalty: 2687.004395
	Iteration 12Q: 3 clusters Score -458479.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -458491.750000 Penalty: 2687.004395
	Iteration 13Q: 3 clusters Score -458491.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -458499.468750 Penalty: 2687.004395
	Iteration 14Q: 3 clusters Score -458499.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -458504.687500 Penalty: 2687.004395
	Iteration 15Q: 3 clusters Score -458504.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -458508.406250 Penalty: 2687.004395
	Iteration 16Q: 3 clusters Score -458508.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -458510.781250 Penalty: 2687.004395
	Iteration 17Q: 3 clusters Score -458510.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -458515.031250 Penalty: 2687.004395
	Iteration 18Q: 3 clusters Score -458515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -458518.781250 Penalty: 2687.004395
	Iteration 19Q: 3 clusters Score -458518.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -458522.875000 Penalty: 2687.004395
	Iteration 20F: 3 clusters Score -458522.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -458524.593750 Penalty: 2687.004395
	Iteration 21Q: 3 clusters Score -458524.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -458526.406250 Penalty: 2687.004395
	Iteration 22Q: 3 clusters Score -458526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -458527.437500 Penalty: 2687.004395
	Iteration 23Q: 3 clusters Score -458527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -458529.218750 Penalty: 2687.004395
	Iteration 24Q: 3 clusters Score -458529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -458530.875000 Penalty: 2687.004395
	Iteration 25Q: 3 clusters Score -458530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -458533.000000 Penalty: 2687.004395
	Iteration 26Q: 3 clusters Score -458533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -458535.375000 Penalty: 2687.004395
	Iteration 27Q: 3 clusters Score -458535.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -458538.187500 Penalty: 2687.004395
	Iteration 28Q: 3 clusters Score -458538.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -458542.031250 Penalty: 2687.004395
	Iteration 29Q: 3 clusters Score -458542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -458548.812500 Penalty: 2687.004395
	Iteration 30Q: 3 clusters Score -458548.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -458553.593750 Penalty: 2687.004395
	Iteration 31Q: 3 clusters Score -458553.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -458557.437500 Penalty: 2687.004395
	Iteration 32Q: 3 clusters Score -458557.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -458561.562500 Penalty: 2687.004395
	Iteration 33Q: 3 clusters Score -458561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -458565.718750 Penalty: 2687.004395
	Iteration 34Q: 3 clusters Score -458565.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -458568.187500 Penalty: 2687.004395
	Iteration 35Q: 3 clusters Score -458568.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -458570.468750 Penalty: 2687.004395
	Iteration 36Q: 3 clusters Score -458570.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -458575.718750 Penalty: 2687.004395
	Iteration 37Q: 3 clusters Score -458575.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -458580.968750 Penalty: 2687.004395
	Iteration 38Q: 3 clusters Score -458581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -458586.187500 Penalty: 2687.004395
	Iteration 39Q: 3 clusters Score -458586.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -458590.031250 Penalty: 2687.004395
	Iteration 40F: 3 clusters Score -458590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -458591.468750 Penalty: 2687.004395
	Iteration 41Q: 3 clusters Score -458591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -458592.781250 Penalty: 2687.004395
	Iteration 42Q: 3 clusters Score -458592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -458593.687500 Penalty: 2687.004395
	Iteration 43Q: 3 clusters Score -458593.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -458596.562500 Penalty: 2687.004395
	Iteration 44Q: 3 clusters Score -458596.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -458601.031250 Penalty: 2687.004395
	Iteration 45Q: 3 clusters Score -458601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -458606.125000 Penalty: 2687.004395
	Iteration 46Q: 3 clusters Score -458606.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -458617.812500 Penalty: 2687.004395
	Iteration 47Q: 3 clusters Score -458617.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -458628.062500 Penalty: 2687.004395
	Iteration 48Q: 3 clusters Score -458628.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -458638.093750 Penalty: 2687.004395
	Iteration 49Q: 3 clusters Score -458638.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -458648.187500 Penalty: 2687.004395
	Iteration 50Q: 3 clusters Score -458648.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -458657.875000 Penalty: 2687.004395
	Iteration 51Q: 3 clusters Score -458657.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -458668.125000 Penalty: 2687.004395
	Iteration 52Q: 3 clusters Score -458668.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -458681.375000 Penalty: 2687.004395
	Iteration 53Q: 3 clusters Score -458681.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -458696.781250 Penalty: 2687.004395
	Iteration 54Q: 3 clusters Score -458696.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -458716.062500 Penalty: 2687.004395
	Iteration 55Q: 3 clusters Score -458716.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -458735.468750 Penalty: 2687.004395
	Iteration 56Q: 3 clusters Score -458735.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -458757.437500 Penalty: 2687.004395
	Iteration 57Q: 3 clusters Score -458757.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -458783.375000 Penalty: 2687.004395
	Iteration 58Q: 3 clusters Score -458783.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -458813.937500 Penalty: 2687.004395
	Iteration 59Q: 3 clusters Score -458813.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -458848.343750 Penalty: 2687.004395
	Iteration 60F: 3 clusters Score -458848.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -458874.812500 Penalty: 2687.004395
	Iteration 61Q: 3 clusters Score -458874.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -458899.875000 Penalty: 2687.004395
	Iteration 62Q: 3 clusters Score -458899.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -458932.656250 Penalty: 2687.004395
	Iteration 63Q: 3 clusters Score -458932.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -458968.500000 Penalty: 2687.004395
	Iteration 64Q: 3 clusters Score -458968.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -459007.375000 Penalty: 2687.004395
	Iteration 65Q: 3 clusters Score -459007.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -459046.562500 Penalty: 2687.004395
	Iteration 66Q: 3 clusters Score -459046.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -459084.250000 Penalty: 2687.004395
	Iteration 67Q: 3 clusters Score -459084.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -459117.468750 Penalty: 2687.004395
	Iteration 68Q: 3 clusters Score -459117.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -459151.406250 Penalty: 2687.004395
	Iteration 69Q: 3 clusters Score -459151.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -459178.906250 Penalty: 2687.004395
	Iteration 70Q: 3 clusters Score -459178.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -459202.968750 Penalty: 2687.004395
	Iteration 71Q: 3 clusters Score -459203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -459226.687500 Penalty: 2687.004395
	Iteration 72Q: 3 clusters Score -459226.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -459245.593750 Penalty: 2687.004395
	Iteration 73Q: 3 clusters Score -459245.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -459261.875000 Penalty: 2687.004395
	Iteration 74Q: 3 clusters Score -459261.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -459273.125000 Penalty: 2687.004395
	Iteration 75Q: 3 clusters Score -459273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -459278.218750 Penalty: 2687.004395
	Iteration 76Q: 3 clusters Score -459278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -459281.812500 Penalty: 2687.004395
	Iteration 77Q: 3 clusters Score -459281.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -459285.468750 Penalty: 2687.004395
	Iteration 78Q: 3 clusters Score -459285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -459286.000000 Penalty: 2687.004395
	Iteration 79Q: 3 clusters Score -459286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -459289.000000 Penalty: 2687.004395
	Iteration 80F: 3 clusters Score -459289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -459291.500000 Penalty: 2687.004395
	Iteration 81Q: 3 clusters Score -459291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -459297.093750 Penalty: 2687.004395
	Iteration 82Q: 3 clusters Score -459297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -459300.312500 Penalty: 2687.004395
	Iteration 83Q: 3 clusters Score -459300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -459303.593750 Penalty: 2687.004395
	Iteration 84Q: 3 clusters Score -459303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -459304.812500 Penalty: 2687.004395
	Iteration 85Q: 3 clusters Score -459304.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -459304.812500 Penalty: 2687.004395
	Iteration 86F: 3 clusters Score -459304.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (85476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Entering Unmasked Estep 
Score: -10752945.000000 Penalty: 1845.348633
	Iteration 0F: 2 clusters Score -1.075294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -10698012.000000 Penalty: 3690.697266
	Iteration 0F: 3 clusters Score -1.069801e+07 nChanged 40581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -10721445.000000 Penalty: 3690.697266
	Iteration 1F: 3 clusters Score -1.072144e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -10722624.000000 Penalty: 3690.697266
	Iteration 2Q: 3 clusters Score -1.072262e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -10724344.000000 Penalty: 3690.697266
	Iteration 3Q: 3 clusters Score -1.072434e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -10726893.000000 Penalty: 3690.697266
	Iteration 4Q: 3 clusters Score -1.072689e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -10730047.000000 Penalty: 3690.697266
	Iteration 5F: 3 clusters Score -1.073005e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -10733788.000000 Penalty: 3690.697266
	Iteration 6F: 3 clusters Score -1.073379e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -10737564.000000 Penalty: 3690.697266
	Iteration 7F: 3 clusters Score -1.073756e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -10740863.000000 Penalty: 3690.697266
	Iteration 8Q: 3 clusters Score -1.074086e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -10743320.000000 Penalty: 3690.697266
	Iteration 9Q: 3 clusters Score -1.074332e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -10744815.000000 Penalty: 3690.697266
	Iteration 10Q: 3 clusters Score -1.074482e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -10745653.000000 Penalty: 3690.697266
	Iteration 11Q: 3 clusters Score -1.074565e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -10746191.000000 Penalty: 3690.697266
	Iteration 12Q: 3 clusters Score -1.074619e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -10746579.000000 Penalty: 3690.697266
	Iteration 13Q: 3 clusters Score -1.074658e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -10746850.000000 Penalty: 3690.697266
	Iteration 14Q: 3 clusters Score -1.074685e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -10747174.000000 Penalty: 3690.697266
	Iteration 15Q: 3 clusters Score -1.074717e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -10747444.000000 Penalty: 3690.697266
	Iteration 16Q: 3 clusters Score -1.074744e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -10747687.000000 Penalty: 3690.697266
	Iteration 17Q: 3 clusters Score -1.074769e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -10747958.000000 Penalty: 3690.697266
	Iteration 18Q: 3 clusters Score -1.074796e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -10748237.000000 Penalty: 3690.697266
	Iteration 19Q: 3 clusters Score -1.074824e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -10748453.000000 Penalty: 3690.697266
	Iteration 20F: 3 clusters Score -1.074845e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -10748634.000000 Penalty: 3690.697266
	Iteration 21Q: 3 clusters Score -1.074863e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78489 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -10748782.000000 Penalty: 3690.697266
	Iteration 22Q: 3 clusters Score -1.074878e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -10748912.000000 Penalty: 3690.697266
	Iteration 23Q: 3 clusters Score -1.074891e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -10749050.000000 Penalty: 3690.697266
	Iteration 24Q: 3 clusters Score -1.074905e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -10749178.000000 Penalty: 3690.697266
	Iteration 25Q: 3 clusters Score -1.074918e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80091 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -10749299.000000 Penalty: 3690.697266
	Iteration 26Q: 3 clusters Score -1.07493e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -10749371.000000 Penalty: 3690.697266
	Iteration 27Q: 3 clusters Score -1.074937e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -10749452.000000 Penalty: 3690.697266
	Iteration 28Q: 3 clusters Score -1.074945e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -10749554.000000 Penalty: 3690.697266
	Iteration 29Q: 3 clusters Score -1.074955e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -10749724.000000 Penalty: 3690.697266
	Iteration 30Q: 3 clusters Score -1.074972e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -10749881.000000 Penalty: 3690.697266
	Iteration 31Q: 3 clusters Score -1.074988e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -10750024.000000 Penalty: 3690.697266
	Iteration 32Q: 3 clusters Score -1.075002e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -10750112.000000 Penalty: 3690.697266
	Iteration 33Q: 3 clusters Score -1.075011e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -10750201.000000 Penalty: 3690.697266
	Iteration 34Q: 3 clusters Score -1.07502e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -10750333.000000 Penalty: 3690.697266
	Iteration 35Q: 3 clusters Score -1.075033e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83046 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -10750492.000000 Penalty: 3690.697266
	Iteration 36Q: 3 clusters Score -1.075049e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -10750587.000000 Penalty: 3690.697266
	Iteration 37Q: 3 clusters Score -1.075059e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10750659.000000 Penalty: 3690.697266
	Iteration 38Q: 3 clusters Score -1.075066e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83626 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10750723.000000 Penalty: 3690.697266
	Iteration 39Q: 3 clusters Score -1.075072e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83785 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10750776.000000 Penalty: 3690.697266
	Iteration 40F: 3 clusters Score -1.075078e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10750843.000000 Penalty: 3690.697266
	Iteration 41Q: 3 clusters Score -1.075084e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10750899.000000 Penalty: 3690.697266
	Iteration 42Q: 3 clusters Score -1.07509e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84166 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10750979.000000 Penalty: 3690.697266
	Iteration 43Q: 3 clusters Score -1.075098e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10751083.000000 Penalty: 3690.697266
	Iteration 44Q: 3 clusters Score -1.075108e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10751117.000000 Penalty: 3690.697266
	Iteration 45Q: 3 clusters Score -1.075112e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10751159.000000 Penalty: 3690.697266
	Iteration 46Q: 3 clusters Score -1.075116e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10751187.000000 Penalty: 3690.697266
	Iteration 47Q: 3 clusters Score -1.075119e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10751225.000000 Penalty: 3690.697266
	Iteration 48Q: 3 clusters Score -1.075122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10751252.000000 Penalty: 3690.697266
	Iteration 49Q: 3 clusters Score -1.075125e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84646 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10751273.000000 Penalty: 3690.697266
	Iteration 50Q: 3 clusters Score -1.075127e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10751335.000000 Penalty: 3690.697266
	Iteration 51Q: 3 clusters Score -1.075134e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10751358.000000 Penalty: 3690.697266
	Iteration 52Q: 3 clusters Score -1.075136e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10751368.000000 Penalty: 3690.697266
	Iteration 53Q: 3 clusters Score -1.075137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10751369.000000 Penalty: 3690.697266
	Iteration 54Q: 3 clusters Score -1.075137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10751388.000000 Penalty: 3690.697266
	Iteration 55Q: 3 clusters Score -1.075139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10751387.000000 Penalty: 3690.697266
	Iteration 56Q: 3 clusters Score -1.075139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10751403.000000 Penalty: 3690.697266
	Iteration 57Q: 3 clusters Score -1.07514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10751407.000000 Penalty: 3690.697266
	Iteration 58Q: 3 clusters Score -1.075141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10751404.000000 Penalty: 3690.697266
	Iteration 59Q: 3 clusters Score -1.07514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10751417.000000 Penalty: 3690.697266
	Iteration 60F: 3 clusters Score -1.075142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10751416.000000 Penalty: 3690.697266
	Iteration 61Q: 3 clusters Score -1.075142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10751416.000000 Penalty: 3690.697266
	Iteration 62Q: 3 clusters Score -1.075142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10751418.000000 Penalty: 3690.697266
	Iteration 63Q: 3 clusters Score -1.075142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10751428.000000 Penalty: 3690.697266
	Iteration 64Q: 3 clusters Score -1.075143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10751427.000000 Penalty: 3690.697266
	Iteration 65Q: 3 clusters Score -1.075143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84834 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10751427.000000 Penalty: 3690.697266
	Iteration 66Q: 3 clusters Score -1.075143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10751424.000000 Penalty: 3690.697266
	Iteration 67Q: 3 clusters Score -1.075142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10751424.000000 Penalty: 3690.697266
	Iteration 68Q: 3 clusters Score -1.075142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10751429.000000 Penalty: 3690.697266
	Iteration 69Q: 3 clusters Score -1.075143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10751429.000000 Penalty: 3690.697266
	Iteration 70Q: 3 clusters Score -1.075143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10751427.000000 Penalty: 3690.697266
	Iteration 71Q: 3 clusters Score -1.075143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10751427.000000 Penalty: 3690.697266
	Iteration 72F: 3 clusters Score -1.075143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -671685.812500 Penalty: 1401.616089
	Iteration 0F: 2 clusters Score -671685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -667369.687500 Penalty: 2803.232178
	Iteration 0F: 3 clusters Score -667369.7 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -668560.625000 Penalty: 2803.232178
	Iteration 1F: 3 clusters Score -668560.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -668755.437500 Penalty: 2803.232178
	Iteration 2F: 3 clusters Score -668755.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -668860.062500 Penalty: 2803.232178
	Iteration 3Q: 3 clusters Score -668860.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -668943.687500 Penalty: 2803.232178
	Iteration 4Q: 3 clusters Score -668943.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -669032.750000 Penalty: 2803.232178
	Iteration 5Q: 3 clusters Score -669032.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -669133.375000 Penalty: 2803.232178
	Iteration 6Q: 3 clusters Score -669133.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -669230.875000 Penalty: 2803.232178
	Iteration 7Q: 3 clusters Score -669230.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -669318.312500 Penalty: 2803.232178
	Iteration 8Q: 3 clusters Score -669318.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -669400.625000 Penalty: 2803.232178
	Iteration 9Q: 3 clusters Score -669400.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -669476.125000 Penalty: 2803.232178
	Iteration 10Q: 3 clusters Score -669476.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -669554.500000 Penalty: 2803.232178
	Iteration 11Q: 3 clusters Score -669554.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -669657.562500 Penalty: 2803.232178
	Iteration 12Q: 3 clusters Score -669657.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -669765.812500 Penalty: 2803.232178
	Iteration 13Q: 3 clusters Score -669765.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -669855.437500 Penalty: 2803.232178
	Iteration 14Q: 3 clusters Score -669855.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -669939.562500 Penalty: 2803.232178
	Iteration 15Q: 3 clusters Score -669939.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -670012.687500 Penalty: 2803.232178
	Iteration 16Q: 3 clusters Score -670012.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -670079.812500 Penalty: 2803.232178
	Iteration 17Q: 3 clusters Score -670079.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -670142.062500 Penalty: 2803.232178
	Iteration 18Q: 3 clusters Score -670142.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -670218.750000 Penalty: 2803.232178
	Iteration 19Q: 3 clusters Score -670218.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -670268.312500 Penalty: 2803.232178
	Iteration 20F: 3 clusters Score -670268.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -670299.250000 Penalty: 2803.232178
	Iteration 21Q: 3 clusters Score -670299.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -670337.062500 Penalty: 2803.232178
	Iteration 22Q: 3 clusters Score -670337.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -670368.062500 Penalty: 2803.232178
	Iteration 23Q: 3 clusters Score -670368.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -670387.250000 Penalty: 2803.232178
	Iteration 24Q: 3 clusters Score -670387.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -670400.625000 Penalty: 2803.232178
	Iteration 25Q: 3 clusters Score -670400.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -670405.250000 Penalty: 2803.232178
	Iteration 26Q: 3 clusters Score -670405.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -670410.625000 Penalty: 2803.232178
	Iteration 27Q: 3 clusters Score -670410.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -670415.937500 Penalty: 2803.232178
	Iteration 28Q: 3 clusters Score -670415.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -670418.687500 Penalty: 2803.232178
	Iteration 29Q: 3 clusters Score -670418.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -670423.187500 Penalty: 2803.232178
	Iteration 30Q: 3 clusters Score -670423.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -670426.062500 Penalty: 2803.232178
	Iteration 31Q: 3 clusters Score -670426.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -670428.187500 Penalty: 2803.232178
	Iteration 32Q: 3 clusters Score -670428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -670431.312500 Penalty: 2803.232178
	Iteration 33Q: 3 clusters Score -670431.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -670432.625000 Penalty: 2803.232178
	Iteration 34Q: 3 clusters Score -670432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -670433.812500 Penalty: 2803.232178
	Iteration 35Q: 3 clusters Score -670433.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -670435.625000 Penalty: 2803.232178
	Iteration 36Q: 3 clusters Score -670435.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -670439.750000 Penalty: 2803.232178
	Iteration 37Q: 3 clusters Score -670439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -670441.812500 Penalty: 2803.232178
	Iteration 38Q: 3 clusters Score -670441.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -670440.750000 Penalty: 2803.232178
	Iteration 39Q: 3 clusters Score -670440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -670443.562500 Penalty: 2803.232178
	Iteration 40F: 3 clusters Score -670443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -670443.812500 Penalty: 2803.232178
	Iteration 41Q: 3 clusters Score -670443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -670445.937500 Penalty: 2803.232178
	Iteration 42Q: 3 clusters Score -670445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -670448.000000 Penalty: 2803.232178
	Iteration 43Q: 3 clusters Score -670448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -670449.375000 Penalty: 2803.232178
	Iteration 44Q: 3 clusters Score -670449.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -670451.625000 Penalty: 2803.232178
	Iteration 45Q: 3 clusters Score -670451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -670452.250000 Penalty: 2803.232178
	Iteration 46Q: 3 clusters Score -670452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -670451.937500 Penalty: 2803.232178
	Iteration 47Q: 3 clusters Score -670451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -670452.937500 Penalty: 2803.232178
	Iteration 48Q: 3 clusters Score -670452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -670452.937500 Penalty: 2803.232178
	Iteration 49Q: 3 clusters Score -670452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -670452.937500 Penalty: 2803.232178
	Iteration 50F: 3 clusters Score -670452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -218120.281250 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -218120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -216030.015625 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -216030 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -216522.765625 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -216522.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -216709.093750 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -216709.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -216927.796875 Penalty: 2465.051270
	Iteration 3F: 3 clusters Score -216927.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217132.562500 Penalty: 2465.051270
	Iteration 4F: 3 clusters Score -217132.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -217306.953125 Penalty: 2465.051270
	Iteration 5F: 3 clusters Score -217307 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -217496.218750 Penalty: 2465.051270
	Iteration 6F: 3 clusters Score -217496.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -217680.687500 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -217680.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -217868.390625 Penalty: 2465.051270
	Iteration 8F: 3 clusters Score -217868.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -218006.687500 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -218006.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -218087.375000 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -218087.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -218155.609375 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -218155.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -218201.500000 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -218201.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -218233.218750 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -218233.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -218268.953125 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -218269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -218300.359375 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -218300.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -218315.546875 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -218315.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -218323.296875 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -218323.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -218330.031250 Penalty: 2465.051270
	Iteration 18Q: 3 clusters Score -218330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -218336.984375 Penalty: 2465.051270
	Iteration 19Q: 3 clusters Score -218337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -218342.031250 Penalty: 2465.051270
	Iteration 20F: 3 clusters Score -218342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -218345.390625 Penalty: 2465.051270
	Iteration 21Q: 3 clusters Score -218345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -218346.718750 Penalty: 2465.051270
	Iteration 22Q: 3 clusters Score -218346.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -218347.890625 Penalty: 2465.051270
	Iteration 23Q: 3 clusters Score -218347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -218348.437500 Penalty: 2465.051270
	Iteration 24Q: 3 clusters Score -218348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -218348.796875 Penalty: 2465.051270
	Iteration 25Q: 3 clusters Score -218348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -218348.984375 Penalty: 2465.051270
	Iteration 26Q: 3 clusters Score -218349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -218348.984375 Penalty: 2465.051270
	Iteration 27F: 3 clusters Score -218349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 96205 members 
Mstep: Class 4 contains 91267 members 
Mstep: Class 5 contains 107486 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22256 members 
Mstep: Class 11 contains 95187 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 10192 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 98448 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 85476 members 
Mstep: Class 19 contains 5571 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41124 members 
Mstep: Class 24 contains 29974 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 9315 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Mstep: Class 32 contains 912 members 
Entering Unmasked Estep 
Score: -102231432.000000 Penalty: 70941.500000
Splitting cluster 20 changes total score from -102232176.000000 to -102231432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -21257.271484 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -21257.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20601.250000 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -20601.25 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20902.339844 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -20902.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21072.365234 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -21072.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21110.130859 Penalty: 1864.385986
	Iteration 3Q: 3 clusters Score -21110.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21149.460938 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -21149.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21168.277344 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -21168.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21169.826172 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -21169.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21169.826172 Penalty: 1864.385986
	Iteration 7F: 3 clusters Score -21169.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Entering Unmasked Estep 
Score: -317055.125000 Penalty: 1287.367432
	Iteration 0F: 2 clusters Score -317055.1 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 1379 members 
Entering Unmasked Estep 
Score: -314554.000000 Penalty: 2574.734863
	Iteration 0F: 3 clusters Score -314554 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -315255.000000 Penalty: 2574.734863
	Iteration 1F: 3 clusters Score -315255 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -315449.500000 Penalty: 2574.734863
	Iteration 2F: 3 clusters Score -315449.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -315591.937500 Penalty: 2574.734863
	Iteration 3F: 3 clusters Score -315591.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -315692.875000 Penalty: 2574.734863
	Iteration 4F: 3 clusters Score -315692.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -315761.406250 Penalty: 2574.734863
	Iteration 5Q: 3 clusters Score -315761.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -315813.531250 Penalty: 2574.734863
	Iteration 6Q: 3 clusters Score -315813.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -315874.843750 Penalty: 2574.734863
	Iteration 7Q: 3 clusters Score -315874.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -315934.437500 Penalty: 2574.734863
	Iteration 8Q: 3 clusters Score -315934.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -315980.906250 Penalty: 2574.734863
	Iteration 9Q: 3 clusters Score -315980.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -316019.062500 Penalty: 2574.734863
	Iteration 10Q: 3 clusters Score -316019.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -316066.593750 Penalty: 2574.734863
	Iteration 11Q: 3 clusters Score -316066.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -316114.062500 Penalty: 2574.734863
	Iteration 12Q: 3 clusters Score -316114.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -316142.156250 Penalty: 2574.734863
	Iteration 13Q: 3 clusters Score -316142.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -316163.406250 Penalty: 2574.734863
	Iteration 14Q: 3 clusters Score -316163.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -316186.906250 Penalty: 2574.734863
	Iteration 15Q: 3 clusters Score -316186.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -316203.031250 Penalty: 2574.734863
	Iteration 16Q: 3 clusters Score -316203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -316212.750000 Penalty: 2574.734863
	Iteration 17Q: 3 clusters Score -316212.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -316217.281250 Penalty: 2574.734863
	Iteration 18Q: 3 clusters Score -316217.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -316221.656250 Penalty: 2574.734863
	Iteration 19Q: 3 clusters Score -316221.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -316224.718750 Penalty: 2574.734863
	Iteration 20F: 3 clusters Score -316224.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -316228.218750 Penalty: 2574.734863
	Iteration 21Q: 3 clusters Score -316228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -316231.593750 Penalty: 2574.734863
	Iteration 22Q: 3 clusters Score -316231.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -316234.593750 Penalty: 2574.734863
	Iteration 23Q: 3 clusters Score -316234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -316236.625000 Penalty: 2574.734863
	Iteration 24Q: 3 clusters Score -316236.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -316237.656250 Penalty: 2574.734863
	Iteration 25Q: 3 clusters Score -316237.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -316238.812500 Penalty: 2574.734863
	Iteration 26Q: 3 clusters Score -316238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -316239.250000 Penalty: 2574.734863
	Iteration 27Q: 3 clusters Score -316239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -316239.437500 Penalty: 2574.734863
	Iteration 28Q: 3 clusters Score -316239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -316239.937500 Penalty: 2574.734863
	Iteration 29Q: 3 clusters Score -316239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -316239.937500 Penalty: 2574.734863
	Iteration 30F: 3 clusters Score -316239.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Entering Unmasked Estep 
Score: -5074382.000000 Penalty: 1726.456299
	Iteration 0F: 2 clusters Score -5074382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5046764.000000 Penalty: 3452.912598
	Iteration 0F: 3 clusters Score -5046764 nChanged 19114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -5057863.000000 Penalty: 3452.912598
	Iteration 1F: 3 clusters Score -5057863 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5058207.000000 Penalty: 3452.912598
	Iteration 2Q: 3 clusters Score -5058207 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -5058684.000000 Penalty: 3452.912598
	Iteration 3Q: 3 clusters Score -5058684 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -5059353.500000 Penalty: 3452.912598
	Iteration 4Q: 3 clusters Score -5059354 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5060373.500000 Penalty: 3452.912598
	Iteration 5Q: 3 clusters Score -5060374 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -5061933.000000 Penalty: 3452.912598
	Iteration 6F: 3 clusters Score -5061933 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -5064102.000000 Penalty: 3452.912598
	Iteration 7F: 3 clusters Score -5064102 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -5066623.500000 Penalty: 3452.912598
	Iteration 8F: 3 clusters Score -5066624 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5068991.500000 Penalty: 3452.912598
	Iteration 9F: 3 clusters Score -5068992 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5070753.000000 Penalty: 3452.912598
	Iteration 10Q: 3 clusters Score -5070753 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5071781.000000 Penalty: 3452.912598
	Iteration 11Q: 3 clusters Score -5071781 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5072365.500000 Penalty: 3452.912598
	Iteration 12Q: 3 clusters Score -5072366 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5072605.000000 Penalty: 3452.912598
	Iteration 13Q: 3 clusters Score -5072605 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5072745.500000 Penalty: 3452.912598
	Iteration 14Q: 3 clusters Score -5072746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5072810.500000 Penalty: 3452.912598
	Iteration 15Q: 3 clusters Score -5072810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5072849.500000 Penalty: 3452.912598
	Iteration 16Q: 3 clusters Score -5072850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5072867.500000 Penalty: 3452.912598
	Iteration 17Q: 3 clusters Score -5072868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5072879.500000 Penalty: 3452.912598
	Iteration 18Q: 3 clusters Score -5072880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5072884.000000 Penalty: 3452.912598
	Iteration 19Q: 3 clusters Score -5072884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5072888.000000 Penalty: 3452.912598
	Iteration 20F: 3 clusters Score -5072888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5072895.000000 Penalty: 3452.912598
	Iteration 21Q: 3 clusters Score -5072895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5072895.000000 Penalty: 3452.912598
	Iteration 22F: 3 clusters Score -5072895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Entering Unmasked Estep 
Score: -3618274.500000 Penalty: 1675.063843
	Iteration 0F: 2 clusters Score -3618274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3598223.500000 Penalty: 3350.127686
	Iteration 0F: 3 clusters Score -3598224 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3605781.500000 Penalty: 3350.127686
	Iteration 1F: 3 clusters Score -3605782 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3606148.000000 Penalty: 3350.127686
	Iteration 2Q: 3 clusters Score -3606148 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3606564.000000 Penalty: 3350.127686
	Iteration 3Q: 3 clusters Score -3606564 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3607108.500000 Penalty: 3350.127686
	Iteration 4Q: 3 clusters Score -3607108 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3607889.250000 Penalty: 3350.127686
	Iteration 5Q: 3 clusters Score -3607889 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3609029.750000 Penalty: 3350.127686
	Iteration 6F: 3 clusters Score -3609030 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3610447.250000 Penalty: 3350.127686
	Iteration 7F: 3 clusters Score -3610447 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3611880.500000 Penalty: 3350.127686
	Iteration 8F: 3 clusters Score -3611880 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3613097.750000 Penalty: 3350.127686
	Iteration 9F: 3 clusters Score -3613098 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3614040.250000 Penalty: 3350.127686
	Iteration 10Q: 3 clusters Score -3614040 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3614785.000000 Penalty: 3350.127686
	Iteration 11Q: 3 clusters Score -3614785 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3615350.750000 Penalty: 3350.127686
	Iteration 12Q: 3 clusters Score -3615351 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3615750.250000 Penalty: 3350.127686
	Iteration 13Q: 3 clusters Score -3615750 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3616085.250000 Penalty: 3350.127686
	Iteration 14Q: 3 clusters Score -3616085 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3616344.500000 Penalty: 3350.127686
	Iteration 15Q: 3 clusters Score -3616344 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3616535.250000 Penalty: 3350.127686
	Iteration 16Q: 3 clusters Score -3616535 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3616662.000000 Penalty: 3350.127686
	Iteration 17Q: 3 clusters Score -3616662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3616735.500000 Penalty: 3350.127686
	Iteration 18Q: 3 clusters Score -3616736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3616783.500000 Penalty: 3350.127686
	Iteration 19Q: 3 clusters Score -3616784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3616808.500000 Penalty: 3350.127686
	Iteration 20F: 3 clusters Score -3616808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3616822.750000 Penalty: 3350.127686
	Iteration 21Q: 3 clusters Score -3616823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3616831.000000 Penalty: 3350.127686
	Iteration 22Q: 3 clusters Score -3616831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3616844.250000 Penalty: 3350.127686
	Iteration 23Q: 3 clusters Score -3616844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3616845.250000 Penalty: 3350.127686
	Iteration 24Q: 3 clusters Score -3616845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3616844.000000 Penalty: 3350.127686
	Iteration 25Q: 3 clusters Score -3616844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3616847.000000 Penalty: 3350.127686
	Iteration 26Q: 3 clusters Score -3616847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3616851.250000 Penalty: 3350.127686
	Iteration 27Q: 3 clusters Score -3616851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3616845.750000 Penalty: 3350.127686
	Iteration 28Q: 3 clusters Score -3616846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3616848.500000 Penalty: 3350.127686
	Iteration 29Q: 3 clusters Score -3616848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3616851.250000 Penalty: 3350.127686
	Iteration 30Q: 3 clusters Score -3616851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3616858.000000 Penalty: 3350.127686
	Iteration 31Q: 3 clusters Score -3616858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3616857.750000 Penalty: 3350.127686
	Iteration 32Q: 3 clusters Score -3616858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3616861.500000 Penalty: 3350.127686
	Iteration 33Q: 3 clusters Score -3616862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3616864.500000 Penalty: 3350.127686
	Iteration 34Q: 3 clusters Score -3616864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3616860.750000 Penalty: 3350.127686
	Iteration 35Q: 3 clusters Score -3616861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3616860.750000 Penalty: 3350.127686
	Iteration 36F: 3 clusters Score -3616861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Entering Unmasked Estep 
Score: -594081.562500 Penalty: 1381.785767
	Iteration 0F: 2 clusters Score -594081.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -590127.062500 Penalty: 2763.571533
	Iteration 0F: 3 clusters Score -590127.1 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -591219.187500 Penalty: 2763.571533
	Iteration 1F: 3 clusters Score -591219.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -591366.125000 Penalty: 2763.571533
	Iteration 2F: 3 clusters Score -591366.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -591472.187500 Penalty: 2763.571533
	Iteration 3Q: 3 clusters Score -591472.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -591547.875000 Penalty: 2763.571533
	Iteration 4Q: 3 clusters Score -591547.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -591632.125000 Penalty: 2763.571533
	Iteration 5Q: 3 clusters Score -591632.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -591713.500000 Penalty: 2763.571533
	Iteration 6Q: 3 clusters Score -591713.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -591788.750000 Penalty: 2763.571533
	Iteration 7Q: 3 clusters Score -591788.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -591855.312500 Penalty: 2763.571533
	Iteration 8Q: 3 clusters Score -591855.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -591917.187500 Penalty: 2763.571533
	Iteration 9Q: 3 clusters Score -591917.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -591969.437500 Penalty: 2763.571533
	Iteration 10Q: 3 clusters Score -591969.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -592014.750000 Penalty: 2763.571533
	Iteration 11Q: 3 clusters Score -592014.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -592066.625000 Penalty: 2763.571533
	Iteration 12Q: 3 clusters Score -592066.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -592115.750000 Penalty: 2763.571533
	Iteration 13Q: 3 clusters Score -592115.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -592180.875000 Penalty: 2763.571533
	Iteration 14Q: 3 clusters Score -592180.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -592258.062500 Penalty: 2763.571533
	Iteration 15Q: 3 clusters Score -592258.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -592337.625000 Penalty: 2763.571533
	Iteration 16Q: 3 clusters Score -592337.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -592435.062500 Penalty: 2763.571533
	Iteration 17Q: 3 clusters Score -592435.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -592524.125000 Penalty: 2763.571533
	Iteration 18Q: 3 clusters Score -592524.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -592602.312500 Penalty: 2763.571533
	Iteration 19Q: 3 clusters Score -592602.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -592660.375000 Penalty: 2763.571533
	Iteration 20F: 3 clusters Score -592660.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -592698.250000 Penalty: 2763.571533
	Iteration 21Q: 3 clusters Score -592698.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -592721.875000 Penalty: 2763.571533
	Iteration 22Q: 3 clusters Score -592721.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -592744.687500 Penalty: 2763.571533
	Iteration 23Q: 3 clusters Score -592744.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -592764.625000 Penalty: 2763.571533
	Iteration 24Q: 3 clusters Score -592764.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -592776.250000 Penalty: 2763.571533
	Iteration 25Q: 3 clusters Score -592776.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -592786.062500 Penalty: 2763.571533
	Iteration 26Q: 3 clusters Score -592786.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -592796.375000 Penalty: 2763.571533
	Iteration 27Q: 3 clusters Score -592796.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -592812.687500 Penalty: 2763.571533
	Iteration 28Q: 3 clusters Score -592812.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -592821.437500 Penalty: 2763.571533
	Iteration 29Q: 3 clusters Score -592821.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -592828.562500 Penalty: 2763.571533
	Iteration 30Q: 3 clusters Score -592828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -592836.437500 Penalty: 2763.571533
	Iteration 31Q: 3 clusters Score -592836.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -592844.562500 Penalty: 2763.571533
	Iteration 32Q: 3 clusters Score -592844.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -592853.687500 Penalty: 2763.571533
	Iteration 33Q: 3 clusters Score -592853.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -592859.562500 Penalty: 2763.571533
	Iteration 34Q: 3 clusters Score -592859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -592865.687500 Penalty: 2763.571533
	Iteration 35Q: 3 clusters Score -592865.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -592870.875000 Penalty: 2763.571533
	Iteration 36Q: 3 clusters Score -592870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -592875.312500 Penalty: 2763.571533
	Iteration 37Q: 3 clusters Score -592875.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -592877.625000 Penalty: 2763.571533
	Iteration 38Q: 3 clusters Score -592877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -592878.125000 Penalty: 2763.571533
	Iteration 39Q: 3 clusters Score -592878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -592880.187500 Penalty: 2763.571533
	Iteration 40F: 3 clusters Score -592880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -592882.000000 Penalty: 2763.571533
	Iteration 41Q: 3 clusters Score -592882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -592883.687500 Penalty: 2763.571533
	Iteration 42Q: 3 clusters Score -592883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -592886.875000 Penalty: 2763.571533
	Iteration 43Q: 3 clusters Score -592886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -592887.625000 Penalty: 2763.571533
	Iteration 44Q: 3 clusters Score -592887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -592887.625000 Penalty: 2763.571533
	Iteration 45F: 3 clusters Score -592887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -307764.062500 Penalty: 1278.030640
	Iteration 0F: 2 clusters Score -307764.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -305275.906250 Penalty: 2556.061279
	Iteration 0F: 3 clusters Score -305275.9 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -305877.781250 Penalty: 2556.061279
	Iteration 1F: 3 clusters Score -305877.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -306020.781250 Penalty: 2556.061279
	Iteration 2F: 3 clusters Score -306020.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -306114.687500 Penalty: 2556.061279
	Iteration 3Q: 3 clusters Score -306114.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -306209.343750 Penalty: 2556.061279
	Iteration 4Q: 3 clusters Score -306209.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -306303.156250 Penalty: 2556.061279
	Iteration 5Q: 3 clusters Score -306303.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -306397.468750 Penalty: 2556.061279
	Iteration 6Q: 3 clusters Score -306397.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -306501.062500 Penalty: 2556.061279
	Iteration 7Q: 3 clusters Score -306501.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -306581.312500 Penalty: 2556.061279
	Iteration 8Q: 3 clusters Score -306581.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -306666.625000 Penalty: 2556.061279
	Iteration 9Q: 3 clusters Score -306666.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -306759.500000 Penalty: 2556.061279
	Iteration 10Q: 3 clusters Score -306759.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -306820.281250 Penalty: 2556.061279
	Iteration 11Q: 3 clusters Score -306820.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -306873.125000 Penalty: 2556.061279
	Iteration 12Q: 3 clusters Score -306873.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -306914.562500 Penalty: 2556.061279
	Iteration 13Q: 3 clusters Score -306914.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -306941.187500 Penalty: 2556.061279
	Iteration 14Q: 3 clusters Score -306941.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -306958.906250 Penalty: 2556.061279
	Iteration 15Q: 3 clusters Score -306958.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -306971.812500 Penalty: 2556.061279
	Iteration 16Q: 3 clusters Score -306971.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -306982.843750 Penalty: 2556.061279
	Iteration 17Q: 3 clusters Score -306982.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -306992.687500 Penalty: 2556.061279
	Iteration 18Q: 3 clusters Score -306992.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -306998.781250 Penalty: 2556.061279
	Iteration 19Q: 3 clusters Score -306998.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -307004.093750 Penalty: 2556.061279
	Iteration 20F: 3 clusters Score -307004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -307008.218750 Penalty: 2556.061279
	Iteration 21Q: 3 clusters Score -307008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -307011.062500 Penalty: 2556.061279
	Iteration 22Q: 3 clusters Score -307011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -307014.312500 Penalty: 2556.061279
	Iteration 23Q: 3 clusters Score -307014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -307016.468750 Penalty: 2556.061279
	Iteration 24Q: 3 clusters Score -307016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -307018.218750 Penalty: 2556.061279
	Iteration 25Q: 3 clusters Score -307018.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -307018.218750 Penalty: 2556.061279
	Iteration 26F: 3 clusters Score -307018.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Entering Unmasked Estep 
Score: -781082.500000 Penalty: 1425.700195
	Iteration 0F: 2 clusters Score -781082.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -776084.750000 Penalty: 2851.400391
	Iteration 0F: 3 clusters Score -776084.8 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -777596.312500 Penalty: 2851.400391
	Iteration 1F: 3 clusters Score -777596.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -777816.000000 Penalty: 2851.400391
	Iteration 2F: 3 clusters Score -777816 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -777971.812500 Penalty: 2851.400391
	Iteration 3F: 3 clusters Score -777971.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -778101.125000 Penalty: 2851.400391
	Iteration 4Q: 3 clusters Score -778101.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -778221.750000 Penalty: 2851.400391
	Iteration 5Q: 3 clusters Score -778221.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -778333.625000 Penalty: 2851.400391
	Iteration 6Q: 3 clusters Score -778333.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -778447.687500 Penalty: 2851.400391
	Iteration 7Q: 3 clusters Score -778447.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -778575.937500 Penalty: 2851.400391
	Iteration 8Q: 3 clusters Score -778575.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -778711.437500 Penalty: 2851.400391
	Iteration 9Q: 3 clusters Score -778711.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -778859.312500 Penalty: 2851.400391
	Iteration 10Q: 3 clusters Score -778859.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -779006.062500 Penalty: 2851.400391
	Iteration 11Q: 3 clusters Score -779006.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -779135.937500 Penalty: 2851.400391
	Iteration 12Q: 3 clusters Score -779135.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -779222.125000 Penalty: 2851.400391
	Iteration 13Q: 3 clusters Score -779222.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -779284.250000 Penalty: 2851.400391
	Iteration 14Q: 3 clusters Score -779284.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -779328.812500 Penalty: 2851.400391
	Iteration 15Q: 3 clusters Score -779328.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -779366.312500 Penalty: 2851.400391
	Iteration 16Q: 3 clusters Score -779366.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -779395.562500 Penalty: 2851.400391
	Iteration 17Q: 3 clusters Score -779395.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -779413.500000 Penalty: 2851.400391
	Iteration 18Q: 3 clusters Score -779413.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -779426.687500 Penalty: 2851.400391
	Iteration 19Q: 3 clusters Score -779426.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -779436.375000 Penalty: 2851.400391
	Iteration 20F: 3 clusters Score -779436.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -779444.312500 Penalty: 2851.400391
	Iteration 21Q: 3 clusters Score -779444.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -779449.875000 Penalty: 2851.400391
	Iteration 22Q: 3 clusters Score -779449.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -779453.625000 Penalty: 2851.400391
	Iteration 23Q: 3 clusters Score -779453.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -779456.187500 Penalty: 2851.400391
	Iteration 24Q: 3 clusters Score -779456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -779456.812500 Penalty: 2851.400391
	Iteration 25Q: 3 clusters Score -779456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -779456.375000 Penalty: 2851.400391
	Iteration 26Q: 3 clusters Score -779456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -779457.187500 Penalty: 2851.400391
	Iteration 27Q: 3 clusters Score -779457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -779456.750000 Penalty: 2851.400391
	Iteration 28Q: 3 clusters Score -779456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -779456.437500 Penalty: 2851.400391
	Iteration 29Q: 3 clusters Score -779456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -779457.750000 Penalty: 2851.400391
	Iteration 30Q: 3 clusters Score -779457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -779458.500000 Penalty: 2851.400391
	Iteration 31Q: 3 clusters Score -779458.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -779458.625000 Penalty: 2851.400391
	Iteration 32Q: 3 clusters Score -779458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -779459.000000 Penalty: 2851.400391
	Iteration 33Q: 3 clusters Score -779459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -779459.312500 Penalty: 2851.400391
	Iteration 34Q: 3 clusters Score -779459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -779461.187500 Penalty: 2851.400391
	Iteration 35Q: 3 clusters Score -779461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -779461.187500 Penalty: 2851.400391
	Iteration 36F: 3 clusters Score -779461.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1139231.875000 Penalty: 1485.149536
	Iteration 0F: 2 clusters Score -1139232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1132535.750000 Penalty: 2970.299072
	Iteration 0F: 3 clusters Score -1132536 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1134704.625000 Penalty: 2970.299072
	Iteration 1F: 3 clusters Score -1134705 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1134928.250000 Penalty: 2970.299072
	Iteration 2F: 3 clusters Score -1134928 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1135113.500000 Penalty: 2970.299072
	Iteration 3Q: 3 clusters Score -1135114 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1135292.625000 Penalty: 2970.299072
	Iteration 4Q: 3 clusters Score -1135293 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1135446.500000 Penalty: 2970.299072
	Iteration 5Q: 3 clusters Score -1135446 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1135599.000000 Penalty: 2970.299072
	Iteration 6Q: 3 clusters Score -1135599 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1135754.125000 Penalty: 2970.299072
	Iteration 7Q: 3 clusters Score -1135754 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1135926.500000 Penalty: 2970.299072
	Iteration 8Q: 3 clusters Score -1135926 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1136123.750000 Penalty: 2970.299072
	Iteration 9Q: 3 clusters Score -1136124 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1136372.125000 Penalty: 2970.299072
	Iteration 10Q: 3 clusters Score -1136372 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1136623.000000 Penalty: 2970.299072
	Iteration 11Q: 3 clusters Score -1136623 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1136911.875000 Penalty: 2970.299072
	Iteration 12Q: 3 clusters Score -1136912 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1137191.250000 Penalty: 2970.299072
	Iteration 13Q: 3 clusters Score -1137191 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1137441.250000 Penalty: 2970.299072
	Iteration 14Q: 3 clusters Score -1137441 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1137606.625000 Penalty: 2970.299072
	Iteration 15Q: 3 clusters Score -1137607 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1137725.875000 Penalty: 2970.299072
	Iteration 16Q: 3 clusters Score -1137726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1137791.375000 Penalty: 2970.299072
	Iteration 17Q: 3 clusters Score -1137791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1137834.000000 Penalty: 2970.299072
	Iteration 18Q: 3 clusters Score -1137834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1137859.250000 Penalty: 2970.299072
	Iteration 19Q: 3 clusters Score -1137859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1137869.375000 Penalty: 2970.299072
	Iteration 20F: 3 clusters Score -1137869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1137877.125000 Penalty: 2970.299072
	Iteration 21Q: 3 clusters Score -1137877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1137884.000000 Penalty: 2970.299072
	Iteration 22Q: 3 clusters Score -1137884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1137890.625000 Penalty: 2970.299072
	Iteration 23Q: 3 clusters Score -1137891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1137898.500000 Penalty: 2970.299072
	Iteration 24Q: 3 clusters Score -1137898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1137903.000000 Penalty: 2970.299072
	Iteration 25Q: 3 clusters Score -1137903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1137907.375000 Penalty: 2970.299072
	Iteration 26Q: 3 clusters Score -1137907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1137911.750000 Penalty: 2970.299072
	Iteration 27Q: 3 clusters Score -1137912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1137915.500000 Penalty: 2970.299072
	Iteration 28Q: 3 clusters Score -1137916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1137919.125000 Penalty: 2970.299072
	Iteration 29Q: 3 clusters Score -1137919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1137925.500000 Penalty: 2970.299072
	Iteration 30Q: 3 clusters Score -1137926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1137929.375000 Penalty: 2970.299072
	Iteration 31Q: 3 clusters Score -1137929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1137930.500000 Penalty: 2970.299072
	Iteration 32Q: 3 clusters Score -1137930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1137934.500000 Penalty: 2970.299072
	Iteration 33Q: 3 clusters Score -1137934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1137937.500000 Penalty: 2970.299072
	Iteration 34Q: 3 clusters Score -1137938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1137939.375000 Penalty: 2970.299072
	Iteration 35Q: 3 clusters Score -1137939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1137941.875000 Penalty: 2970.299072
	Iteration 36Q: 3 clusters Score -1137942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1137941.250000 Penalty: 2970.299072
	Iteration 37Q: 3 clusters Score -1137941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1137941.750000 Penalty: 2970.299072
	Iteration 38Q: 3 clusters Score -1137942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1137942.000000 Penalty: 2970.299072
	Iteration 39Q: 3 clusters Score -1137942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1137942.000000 Penalty: 2970.299072
	Iteration 40F: 3 clusters Score -1137942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32316.642578 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -32316.64 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 168 members 
Entering Unmasked Estep 
Score: -31491.318359 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -31491.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31653.572266 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -31653.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31767.519531 Penalty: 1889.592529
	Iteration 2F: 3 clusters Score -31767.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31809.269531 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -31809.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31816.232422 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -31816.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31821.640625 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -31821.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31868.791016 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -31868.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31896.402344 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -31896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31910.599609 Penalty: 1889.592529
	Iteration 8Q: 3 clusters Score -31910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31916.498047 Penalty: 1889.592529
	Iteration 9Q: 3 clusters Score -31916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31919.255859 Penalty: 1889.592529
	Iteration 10Q: 3 clusters Score -31919.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31922.927734 Penalty: 1889.592529
	Iteration 11Q: 3 clusters Score -31922.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31927.669922 Penalty: 1889.592529
	Iteration 12Q: 3 clusters Score -31927.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31930.160156 Penalty: 1889.592529
	Iteration 13Q: 3 clusters Score -31930.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31935.726562 Penalty: 1889.592529
	Iteration 14Q: 3 clusters Score -31935.73 nChanged 1
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: -31936.431641 Penalty: 1889.592529
	Iteration 15Q: 3 clusters Score -31936.43 nChanged 0
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: -31936.431641 Penalty: 1889.592529
	Iteration 16F: 3 clusters Score -31936.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -10104.012695 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -10104.01 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 84 members 
Entering Unmasked Estep 
Score: -9575.863281 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -9575.863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9690.829102 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -9690.829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9832.617188 Penalty: 1693.083008
	Iteration 2F: 3 clusters Score -9832.617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9867.980469 Penalty: 1693.083008
	Iteration 3F: 3 clusters Score -9867.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9882.815430 Penalty: 1693.083008
	Iteration 4Q: 3 clusters Score -9882.815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9885.356445 Penalty: 1693.083008
	Iteration 5Q: 3 clusters Score -9885.356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9885.356445 Penalty: 1693.083008
	Iteration 6F: 3 clusters Score -9885.356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -52988.800781 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -52988.8 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 266 members 
Entering Unmasked Estep 
Score: -52049.382812 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -52049.38 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52649.789062 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -52649.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52979.246094 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -52979.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -53079.187500 Penalty: 2050.131836
	Iteration 3Q: 3 clusters Score -53079.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -53130.078125 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -53130.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -53143.789062 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -53143.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53157.902344 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -53157.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -53174.296875 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -53174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53181.503906 Penalty: 2050.131836
	Iteration 8Q: 3 clusters Score -53181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53181.503906 Penalty: 2050.131836
	Iteration 9F: 3 clusters Score -53181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 96205 members 
Mstep: Class 4 contains 91267 members 
Mstep: Class 5 contains 107486 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22256 members 
Mstep: Class 11 contains 95187 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 10192 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 98448 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 85476 members 
Mstep: Class 19 contains 5571 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41124 members 
Mstep: Class 24 contains 29974 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 9315 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 164 members 
Mstep: Class 32 contains 385 members 
Entering Unmasked Estep 
Score: -102231144.000000 Penalty: 70941.500000
Splitting cluster 31 changes total score from -102232176.000000 to -102231144.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 96205 members 
Mstep: Class 4 contains 91267 members 
Mstep: Class 5 contains 107486 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 22256 members 
Mstep: Class 11 contains 95187 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 10192 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 98448 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 85476 members 
Mstep: Class 19 contains 5571 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41124 members 
Mstep: Class 24 contains 29974 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 9315 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232184.000000 Penalty: 68724.578125
Iteration 439Q: 32 clusters Score -1.022322e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98232 members 
Mstep: Class 2 contains 7241 members 
Mstep: Class 3 contains 96200 members 
Mstep: Class 4 contains 91119 members 
Mstep: Class 5 contains 107850 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22244 members 
Mstep: Class 11 contains 95002 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 10190 members 
Mstep: Class 14 contains 8797 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98404 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 85516 members 
Mstep: Class 19 contains 5581 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 41055 members 
Mstep: Class 24 contains 30033 members 
Mstep: Class 25 contains 4931 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 9313 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232000.000000 Penalty: 68724.578125
Iteration 440F: 32 clusters Score -1.02232e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 7240 members 
Mstep: Class 3 contains 96201 members 
Mstep: Class 4 contains 90968 members 
Mstep: Class 5 contains 108264 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22230 members 
Mstep: Class 11 contains 94760 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 10193 members 
Mstep: Class 14 contains 8805 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98361 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 85543 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 40992 members 
Mstep: Class 24 contains 30102 members 
Mstep: Class 25 contains 4930 members 
Mstep: Class 26 contains 2601 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9310 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232096.000000 Penalty: 68724.578125
Iteration 441Q: 32 clusters Score -1.022321e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 96198 members 
Mstep: Class 4 contains 90809 members 
Mstep: Class 5 contains 108726 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 94494 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 10192 members 
Mstep: Class 14 contains 8805 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98333 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 85529 members 
Mstep: Class 19 contains 5604 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 40915 members 
Mstep: Class 24 contains 30183 members 
Mstep: Class 25 contains 4930 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9308 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232512.000000 Penalty: 68724.578125
Iteration 442Q: 32 clusters Score -1.022325e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 96183 members 
Mstep: Class 4 contains 90633 members 
Mstep: Class 5 contains 109162 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22192 members 
Mstep: Class 11 contains 94216 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 10191 members 
Mstep: Class 14 contains 8799 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98322 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 85549 members 
Mstep: Class 19 contains 5615 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 40853 members 
Mstep: Class 24 contains 30266 members 
Mstep: Class 25 contains 4928 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9311 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232768.000000 Penalty: 68724.578125
Iteration 443Q: 32 clusters Score -1.022328e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98283 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 96175 members 
Mstep: Class 4 contains 90476 members 
Mstep: Class 5 contains 109561 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3975 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22171 members 
Mstep: Class 11 contains 93987 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 10190 members 
Mstep: Class 14 contains 8798 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 98268 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 85587 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 40783 members 
Mstep: Class 24 contains 30328 members 
Mstep: Class 25 contains 4928 members 
Mstep: Class 26 contains 2598 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 9312 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232984.000000 Penalty: 68724.578125
Iteration 444Q: 32 clusters Score -1.02233e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 96160 members 
Mstep: Class 4 contains 90317 members 
Mstep: Class 5 contains 109960 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22153 members 
Mstep: Class 11 contains 93787 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 10190 members 
Mstep: Class 14 contains 8801 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 98206 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 85626 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 40717 members 
Mstep: Class 24 contains 30374 members 
Mstep: Class 25 contains 4924 members 
Mstep: Class 26 contains 2594 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9317 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233264.000000 Penalty: 68724.578125
Iteration 445Q: 32 clusters Score -1.022333e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 96131 members 
Mstep: Class 4 contains 90142 members 
Mstep: Class 5 contains 110323 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22131 members 
Mstep: Class 11 contains 93590 members 
Mstep: Class 12 contains 1876 members 
Mstep: Class 13 contains 10187 members 
Mstep: Class 14 contains 8803 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98213 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 85671 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 40648 members 
Mstep: Class 24 contains 30416 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 2593 members 
Mstep: Class 27 contains 6463 members 
Mstep: Class 28 contains 9316 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233224.000000 Penalty: 68724.578125
Iteration 446Q: 32 clusters Score -1.022332e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 96100 members 
Mstep: Class 4 contains 89953 members 
Mstep: Class 5 contains 110722 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22113 members 
Mstep: Class 11 contains 93402 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 98212 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 85699 members 
Mstep: Class 19 contains 5669 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 40584 members 
Mstep: Class 24 contains 30455 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2589 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9309 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233504.000000 Penalty: 68724.578125
Iteration 447Q: 32 clusters Score -1.022335e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98359 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 3 contains 96084 members 
Mstep: Class 4 contains 89770 members 
Mstep: Class 5 contains 111158 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22099 members 
Mstep: Class 11 contains 93187 members 
Mstep: Class 12 contains 1876 members 
Mstep: Class 13 contains 10178 members 
Mstep: Class 14 contains 8811 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98203 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 85724 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 40521 members 
Mstep: Class 24 contains 30499 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 2589 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9295 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233616.000000 Penalty: 68724.578125
Iteration 448Q: 32 clusters Score -1.022336e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 96074 members 
Mstep: Class 4 contains 89619 members 
Mstep: Class 5 contains 111536 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22086 members 
Mstep: Class 11 contains 92964 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 10176 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 98184 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 85784 members 
Mstep: Class 19 contains 5690 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 40463 members 
Mstep: Class 24 contains 30542 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2586 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9294 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233816.000000 Penalty: 68724.578125
Iteration 449Q: 32 clusters Score -1.022338e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 3 contains 96068 members 
Mstep: Class 4 contains 89474 members 
Mstep: Class 5 contains 111886 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 92739 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10170 members 
Mstep: Class 14 contains 8811 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 98167 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 85848 members 
Mstep: Class 19 contains 5695 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 40396 members 
Mstep: Class 24 contains 30612 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2583 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9290 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233904.000000 Penalty: 68724.578125
Iteration 450Q: 32 clusters Score -1.022339e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 96071 members 
Mstep: Class 4 contains 89277 members 
Mstep: Class 5 contains 112196 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22064 members 
Mstep: Class 11 contains 92532 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10166 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 98176 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 85935 members 
Mstep: Class 19 contains 5698 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 40334 members 
Mstep: Class 24 contains 30673 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 2581 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9288 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233904.000000 Penalty: 68724.578125
Iteration 451Q: 32 clusters Score -1.022339e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 7246 members 
Mstep: Class 3 contains 96071 members 
Mstep: Class 4 contains 89088 members 
Mstep: Class 5 contains 112530 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22055 members 
Mstep: Class 11 contains 92310 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10165 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 98198 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 5706 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 40278 members 
Mstep: Class 24 contains 30734 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 2580 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9285 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234064.000000 Penalty: 68724.578125
Iteration 452Q: 32 clusters Score -1.022341e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98337 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 96081 members 
Mstep: Class 4 contains 88910 members 
Mstep: Class 5 contains 112839 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22045 members 
Mstep: Class 11 contains 92114 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10163 members 
Mstep: Class 14 contains 8801 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 98230 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 86040 members 
Mstep: Class 19 contains 5709 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2764 members 
Mstep: Class 23 contains 40219 members 
Mstep: Class 24 contains 30788 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2580 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9283 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234232.000000 Penalty: 68724.578125
Iteration 453Q: 32 clusters Score -1.022342e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 96088 members 
Mstep: Class 4 contains 88734 members 
Mstep: Class 5 contains 113088 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22033 members 
Mstep: Class 11 contains 91957 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10157 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 98257 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 86114 members 
Mstep: Class 19 contains 5712 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2764 members 
Mstep: Class 23 contains 40158 members 
Mstep: Class 24 contains 30851 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2580 members 
Mstep: Class 27 contains 6465 members 
Mstep: Class 28 contains 9276 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234512.000000 Penalty: 68724.578125
Iteration 454Q: 32 clusters Score -1.022345e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98304 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 96093 members 
Mstep: Class 4 contains 88547 members 
Mstep: Class 5 contains 113373 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22020 members 
Mstep: Class 11 contains 91819 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10156 members 
Mstep: Class 14 contains 8810 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 98294 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 86156 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2764 members 
Mstep: Class 23 contains 40090 members 
Mstep: Class 24 contains 30899 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2580 members 
Mstep: Class 27 contains 6466 members 
Mstep: Class 28 contains 9271 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234632.000000 Penalty: 68724.578125
Iteration 455Q: 32 clusters Score -1.022346e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98264 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 96109 members 
Mstep: Class 4 contains 88390 members 
Mstep: Class 5 contains 113574 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 22005 members 
Mstep: Class 11 contains 91740 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10155 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 98331 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 86218 members 
Mstep: Class 19 contains 5714 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 40025 members 
Mstep: Class 24 contains 30934 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2580 members 
Mstep: Class 27 contains 6465 members 
Mstep: Class 28 contains 9269 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234816.000000 Penalty: 68724.578125
Iteration 456Q: 32 clusters Score -1.022348e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 7255 members 
Mstep: Class 3 contains 96117 members 
Mstep: Class 4 contains 88228 members 
Mstep: Class 5 contains 113809 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21995 members 
Mstep: Class 11 contains 91667 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10155 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 98350 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 86251 members 
Mstep: Class 19 contains 5716 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 39951 members 
Mstep: Class 24 contains 30971 members 
Mstep: Class 25 contains 4916 members 
Mstep: Class 26 contains 2580 members 
Mstep: Class 27 contains 6464 members 
Mstep: Class 28 contains 9257 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234960.000000 Penalty: 68724.578125
Iteration 457Q: 32 clusters Score -1.02235e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 7257 members 
Mstep: Class 3 contains 96129 members 
Mstep: Class 4 contains 88064 members 
Mstep: Class 5 contains 114085 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21984 members 
Mstep: Class 11 contains 91601 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10154 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 98344 members 
Mstep: Class 17 contains 3929 members 
Mstep: Class 18 contains 86261 members 
Mstep: Class 19 contains 5721 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 39882 members 
Mstep: Class 24 contains 31006 members 
Mstep: Class 25 contains 4916 members 
Mstep: Class 26 contains 2580 members 
Mstep: Class 27 contains 6465 members 
Mstep: Class 28 contains 9249 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234880.000000 Penalty: 68724.578125
Iteration 458Q: 32 clusters Score -1.022349e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 7258 members 
Mstep: Class 3 contains 96135 members 
Mstep: Class 4 contains 87914 members 
Mstep: Class 5 contains 114348 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21967 members 
Mstep: Class 11 contains 91547 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10150 members 
Mstep: Class 14 contains 8799 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 98332 members 
Mstep: Class 17 contains 3934 members 
Mstep: Class 18 contains 86286 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 39809 members 
Mstep: Class 24 contains 31038 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 2580 members 
Mstep: Class 27 contains 6465 members 
Mstep: Class 28 contains 9239 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235184.000000 Penalty: 68724.578125
Iteration 459Q: 32 clusters Score -1.022352e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 7259 members 
Mstep: Class 3 contains 96128 members 
Mstep: Class 4 contains 87797 members 
Mstep: Class 5 contains 114644 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21950 members 
Mstep: Class 11 contains 91388 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 8798 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 98345 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 86304 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 39737 members 
Mstep: Class 24 contains 31085 members 
Mstep: Class 25 contains 4916 members 
Mstep: Class 26 contains 2580 members 
Mstep: Class 27 contains 6464 members 
Mstep: Class 28 contains 9232 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235448.000000 Penalty: 68724.578125
Iteration 460F: 32 clusters Score -1.022354e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 96121 members 
Mstep: Class 4 contains 87731 members 
Mstep: Class 5 contains 114970 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21934 members 
Mstep: Class 11 contains 91201 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 8786 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98333 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 86325 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 39662 members 
Mstep: Class 24 contains 31119 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2578 members 
Mstep: Class 27 contains 6464 members 
Mstep: Class 28 contains 9226 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235488.000000 Penalty: 68724.578125
Iteration 461Q: 32 clusters Score -1.022355e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 96118 members 
Mstep: Class 4 contains 87668 members 
Mstep: Class 5 contains 115237 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21924 members 
Mstep: Class 11 contains 91018 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10137 members 
Mstep: Class 14 contains 8770 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 98327 members 
Mstep: Class 17 contains 3943 members 
Mstep: Class 18 contains 86378 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 39586 members 
Mstep: Class 24 contains 31169 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2577 members 
Mstep: Class 27 contains 6464 members 
Mstep: Class 28 contains 9218 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235672.000000 Penalty: 68724.578125
Iteration 462Q: 32 clusters Score -1.022357e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 96111 members 
Mstep: Class 4 contains 87540 members 
Mstep: Class 5 contains 115497 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21917 members 
Mstep: Class 11 contains 90873 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10132 members 
Mstep: Class 14 contains 8772 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98362 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 18 contains 86412 members 
Mstep: Class 19 contains 5733 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 39516 members 
Mstep: Class 24 contains 31201 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2575 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 9220 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236016.000000 Penalty: 68724.578125
Iteration 463Q: 32 clusters Score -1.02236e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 96111 members 
Mstep: Class 4 contains 87426 members 
Mstep: Class 5 contains 115767 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21904 members 
Mstep: Class 11 contains 90742 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10124 members 
Mstep: Class 14 contains 8765 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98370 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 86446 members 
Mstep: Class 19 contains 5736 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 39447 members 
Mstep: Class 24 contains 31229 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2572 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236264.000000 Penalty: 68724.578125
Iteration 464Q: 32 clusters Score -1.022363e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98199 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 96111 members 
Mstep: Class 4 contains 87314 members 
Mstep: Class 5 contains 116000 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21902 members 
Mstep: Class 11 contains 90631 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10117 members 
Mstep: Class 14 contains 8762 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 98362 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 86503 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 39367 members 
Mstep: Class 24 contains 31258 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2569 members 
Mstep: Class 27 contains 6464 members 
Mstep: Class 28 contains 9211 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236416.000000 Penalty: 68724.578125
Iteration 465Q: 32 clusters Score -1.022364e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 96111 members 
Mstep: Class 4 contains 87247 members 
Mstep: Class 5 contains 116250 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21891 members 
Mstep: Class 11 contains 90481 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10109 members 
Mstep: Class 14 contains 8755 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 98365 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 86542 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 39289 members 
Mstep: Class 24 contains 31276 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2568 members 
Mstep: Class 27 contains 6465 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236496.000000 Penalty: 68724.578125
Iteration 466Q: 32 clusters Score -1.022365e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 96105 members 
Mstep: Class 4 contains 87163 members 
Mstep: Class 5 contains 116481 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3993 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21883 members 
Mstep: Class 11 contains 90356 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10104 members 
Mstep: Class 14 contains 8752 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98383 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 86574 members 
Mstep: Class 19 contains 5758 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 39216 members 
Mstep: Class 24 contains 31279 members 
Mstep: Class 25 contains 4918 members 
Mstep: Class 26 contains 2568 members 
Mstep: Class 27 contains 6464 members 
Mstep: Class 28 contains 9221 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236496.000000 Penalty: 68724.578125
Iteration 467Q: 32 clusters Score -1.022365e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 7279 members 
Mstep: Class 3 contains 96098 members 
Mstep: Class 4 contains 87048 members 
Mstep: Class 5 contains 116736 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21863 members 
Mstep: Class 11 contains 90258 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 10103 members 
Mstep: Class 14 contains 8747 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 98406 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 86587 members 
Mstep: Class 19 contains 5761 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 39163 members 
Mstep: Class 24 contains 31279 members 
Mstep: Class 25 contains 4917 members 
Mstep: Class 26 contains 2568 members 
Mstep: Class 27 contains 6464 members 
Mstep: Class 28 contains 9224 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236632.000000 Penalty: 68724.578125
Iteration 468Q: 32 clusters Score -1.022366e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98193 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 96103 members 
Mstep: Class 4 contains 86933 members 
Mstep: Class 5 contains 117013 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 3998 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21853 members 
Mstep: Class 11 contains 90142 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 10097 members 
Mstep: Class 14 contains 8744 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98444 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 18 contains 86586 members 
Mstep: Class 19 contains 5764 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 39073 members 
Mstep: Class 24 contains 31298 members 
Mstep: Class 25 contains 4913 members 
Mstep: Class 26 contains 2567 members 
Mstep: Class 27 contains 6467 members 
Mstep: Class 28 contains 9224 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236776.000000 Penalty: 68724.578125
Iteration 469Q: 32 clusters Score -1.022368e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98176 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 96100 members 
Mstep: Class 4 contains 86820 members 
Mstep: Class 5 contains 117276 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 3999 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21838 members 
Mstep: Class 11 contains 90082 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10094 members 
Mstep: Class 14 contains 8744 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98429 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 86604 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 38999 members 
Mstep: Class 24 contains 31308 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 26 contains 2566 members 
Mstep: Class 27 contains 6468 members 
Mstep: Class 28 contains 9225 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236752.000000 Penalty: 68724.578125
Iteration 470Q: 32 clusters Score -1.022368e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 96093 members 
Mstep: Class 4 contains 86774 members 
Mstep: Class 5 contains 117496 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21827 members 
Mstep: Class 11 contains 90013 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10088 members 
Mstep: Class 14 contains 8747 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 98379 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 86643 members 
Mstep: Class 19 contains 5774 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 38920 members 
Mstep: Class 24 contains 31318 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 26 contains 2564 members 
Mstep: Class 27 contains 6469 members 
Mstep: Class 28 contains 9231 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237024.000000 Penalty: 68724.578125
Iteration 471Q: 32 clusters Score -1.02237e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98159 members 
Mstep: Class 2 contains 7289 members 
Mstep: Class 3 contains 96086 members 
Mstep: Class 4 contains 86719 members 
Mstep: Class 5 contains 117706 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 4001 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21816 members 
Mstep: Class 11 contains 89980 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10083 members 
Mstep: Class 14 contains 8740 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 98341 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 86664 members 
Mstep: Class 19 contains 5778 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 38835 members 
Mstep: Class 24 contains 31328 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 6470 members 
Mstep: Class 28 contains 9231 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237120.000000 Penalty: 68724.578125
Iteration 472Q: 32 clusters Score -1.022371e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 96082 members 
Mstep: Class 4 contains 86679 members 
Mstep: Class 5 contains 117886 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 89943 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10078 members 
Mstep: Class 14 contains 8734 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 98330 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 86701 members 
Mstep: Class 19 contains 5785 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 38726 members 
Mstep: Class 24 contains 31327 members 
Mstep: Class 25 contains 4907 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 6471 members 
Mstep: Class 28 contains 9231 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237152.000000 Penalty: 68724.578125
Iteration 473Q: 32 clusters Score -1.022372e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 96072 members 
Mstep: Class 4 contains 86677 members 
Mstep: Class 5 contains 118110 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21788 members 
Mstep: Class 11 contains 89839 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 8734 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98315 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 86721 members 
Mstep: Class 19 contains 5786 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 38621 members 
Mstep: Class 24 contains 31336 members 
Mstep: Class 25 contains 4907 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 9236 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237280.000000 Penalty: 68724.578125
Iteration 474Q: 32 clusters Score -1.022373e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98119 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 96075 members 
Mstep: Class 4 contains 86648 members 
Mstep: Class 5 contains 118358 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21782 members 
Mstep: Class 11 contains 89761 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10066 members 
Mstep: Class 14 contains 8729 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98288 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 86736 members 
Mstep: Class 19 contains 5788 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 38522 members 
Mstep: Class 24 contains 31337 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 6477 members 
Mstep: Class 28 contains 9239 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237344.000000 Penalty: 68724.578125
Iteration 475Q: 32 clusters Score -1.022373e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 96076 members 
Mstep: Class 4 contains 86590 members 
Mstep: Class 5 contains 118656 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21770 members 
Mstep: Class 11 contains 89650 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10064 members 
Mstep: Class 14 contains 8725 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98279 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 86735 members 
Mstep: Class 19 contains 5790 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 38437 members 
Mstep: Class 24 contains 31331 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 6476 members 
Mstep: Class 28 contains 9239 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237208.000000 Penalty: 68724.578125
Iteration 476Q: 32 clusters Score -1.022372e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 96070 members 
Mstep: Class 4 contains 86556 members 
Mstep: Class 5 contains 118958 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21763 members 
Mstep: Class 11 contains 89527 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10062 members 
Mstep: Class 14 contains 8722 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98256 members 
Mstep: Class 17 contains 3959 members 
Mstep: Class 18 contains 86729 members 
Mstep: Class 19 contains 5792 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 38340 members 
Mstep: Class 24 contains 31348 members 
Mstep: Class 25 contains 4906 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9238 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237040.000000 Penalty: 68724.578125
Iteration 477Q: 32 clusters Score -1.02237e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98077 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 96075 members 
Mstep: Class 4 contains 86500 members 
Mstep: Class 5 contains 119190 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 21757 members 
Mstep: Class 11 contains 89439 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10059 members 
Mstep: Class 14 contains 8710 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98267 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 86752 members 
Mstep: Class 19 contains 5793 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2756 members 
Mstep: Class 23 contains 38230 members 
Mstep: Class 24 contains 31360 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9241 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237272.000000 Penalty: 68724.578125
Iteration 478Q: 32 clusters Score -1.022373e+08 nChanged 1329
Entering ConstructFrom: 
Score: -102237272.000000 Penalty: 68724.578125
Entering ConstructFrom: 
Trying to split cluster 1 (98058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98058 members 
Entering Unmasked Estep 
Score: -12280011.000000 Penalty: 1867.663696
	Iteration 0F: 2 clusters Score -1.228001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -12218506.000000 Penalty: 3735.327393
	Iteration 0F: 3 clusters Score -1.221851e+07 nChanged 46838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -12245567.000000 Penalty: 3735.327393
	Iteration 1F: 3 clusters Score -1.224557e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -12246339.000000 Penalty: 3735.327393
	Iteration 2Q: 3 clusters Score -1.224634e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -12247714.000000 Penalty: 3735.327393
	Iteration 3Q: 3 clusters Score -1.224771e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -12250176.000000 Penalty: 3735.327393
	Iteration 4Q: 3 clusters Score -1.225018e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -12254413.000000 Penalty: 3735.327393
	Iteration 5F: 3 clusters Score -1.225441e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -12261038.000000 Penalty: 3735.327393
	Iteration 6F: 3 clusters Score -1.226104e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -12267650.000000 Penalty: 3735.327393
	Iteration 7F: 3 clusters Score -1.226765e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -12271222.000000 Penalty: 3735.327393
	Iteration 8F: 3 clusters Score -1.227122e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -12272852.000000 Penalty: 3735.327393
	Iteration 9Q: 3 clusters Score -1.227285e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -12273875.000000 Penalty: 3735.327393
	Iteration 10Q: 3 clusters Score -1.227388e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -12274864.000000 Penalty: 3735.327393
	Iteration 11Q: 3 clusters Score -1.227486e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -12275846.000000 Penalty: 3735.327393
	Iteration 12Q: 3 clusters Score -1.227585e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -12276616.000000 Penalty: 3735.327393
	Iteration 13Q: 3 clusters Score -1.227662e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -12277266.000000 Penalty: 3735.327393
	Iteration 14Q: 3 clusters Score -1.227727e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -12277726.000000 Penalty: 3735.327393
	Iteration 15Q: 3 clusters Score -1.227773e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -12277927.000000 Penalty: 3735.327393
	Iteration 16Q: 3 clusters Score -1.227793e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -12278150.000000 Penalty: 3735.327393
	Iteration 17Q: 3 clusters Score -1.227815e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -12278214.000000 Penalty: 3735.327393
	Iteration 18Q: 3 clusters Score -1.227821e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -12278358.000000 Penalty: 3735.327393
	Iteration 19Q: 3 clusters Score -1.227836e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -12278357.000000 Penalty: 3735.327393
	Iteration 20F: 3 clusters Score -1.227836e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -12278393.000000 Penalty: 3735.327393
	Iteration 21Q: 3 clusters Score -1.227839e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73258 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -12278439.000000 Penalty: 3735.327393
	Iteration 22Q: 3 clusters Score -1.227844e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -12278464.000000 Penalty: 3735.327393
	Iteration 23Q: 3 clusters Score -1.227846e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73804 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -12278501.000000 Penalty: 3735.327393
	Iteration 24Q: 3 clusters Score -1.22785e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -12278540.000000 Penalty: 3735.327393
	Iteration 25Q: 3 clusters Score -1.227854e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -12278566.000000 Penalty: 3735.327393
	Iteration 26Q: 3 clusters Score -1.227857e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -12278596.000000 Penalty: 3735.327393
	Iteration 27Q: 3 clusters Score -1.22786e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -12278664.000000 Penalty: 3735.327393
	Iteration 28Q: 3 clusters Score -1.227866e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74896 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -12278681.000000 Penalty: 3735.327393
	Iteration 29Q: 3 clusters Score -1.227868e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -12278705.000000 Penalty: 3735.327393
	Iteration 30Q: 3 clusters Score -1.22787e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -12278706.000000 Penalty: 3735.327393
	Iteration 31Q: 3 clusters Score -1.227871e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -12278734.000000 Penalty: 3735.327393
	Iteration 32Q: 3 clusters Score -1.227873e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -12278759.000000 Penalty: 3735.327393
	Iteration 33Q: 3 clusters Score -1.227876e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -12278788.000000 Penalty: 3735.327393
	Iteration 34Q: 3 clusters Score -1.227879e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -12278832.000000 Penalty: 3735.327393
	Iteration 35Q: 3 clusters Score -1.227883e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76792 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -12278802.000000 Penalty: 3735.327393
	Iteration 36Q: 3 clusters Score -1.22788e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -12278769.000000 Penalty: 3735.327393
	Iteration 37Q: 3 clusters Score -1.227877e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -12278783.000000 Penalty: 3735.327393
	Iteration 38Q: 3 clusters Score -1.227878e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -12278788.000000 Penalty: 3735.327393
	Iteration 39Q: 3 clusters Score -1.227879e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -12278764.000000 Penalty: 3735.327393
	Iteration 40F: 3 clusters Score -1.227876e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -12278748.000000 Penalty: 3735.327393
	Iteration 41Q: 3 clusters Score -1.227875e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79051 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -12278721.000000 Penalty: 3735.327393
	Iteration 42Q: 3 clusters Score -1.227872e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -12278708.000000 Penalty: 3735.327393
	Iteration 43Q: 3 clusters Score -1.227871e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -12278675.000000 Penalty: 3735.327393
	Iteration 44Q: 3 clusters Score -1.227868e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -12278629.000000 Penalty: 3735.327393
	Iteration 45Q: 3 clusters Score -1.227863e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -12278642.000000 Penalty: 3735.327393
	Iteration 46Q: 3 clusters Score -1.227864e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81209 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -12278657.000000 Penalty: 3735.327393
	Iteration 47Q: 3 clusters Score -1.227866e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -12279004.000000 Penalty: 3735.327393
	Iteration 48Q: 3 clusters Score -1.2279e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -12279367.000000 Penalty: 3735.327393
	Iteration 49Q: 3 clusters Score -1.227937e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -12279649.000000 Penalty: 3735.327393
	Iteration 50Q: 3 clusters Score -1.227965e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -12279909.000000 Penalty: 3735.327393
	Iteration 51Q: 3 clusters Score -1.227991e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -12280109.000000 Penalty: 3735.327393
	Iteration 52Q: 3 clusters Score -1.228011e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -12280344.000000 Penalty: 3735.327393
	Iteration 53Q: 3 clusters Score -1.228034e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -12280569.000000 Penalty: 3735.327393
	Iteration 54Q: 3 clusters Score -1.228057e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -12280780.000000 Penalty: 3735.327393
	Iteration 55Q: 3 clusters Score -1.228078e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -12280956.000000 Penalty: 3735.327393
	Iteration 56Q: 3 clusters Score -1.228096e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -12281093.000000 Penalty: 3735.327393
	Iteration 57Q: 3 clusters Score -1.228109e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -12281179.000000 Penalty: 3735.327393
	Iteration 58Q: 3 clusters Score -1.228118e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -12281197.000000 Penalty: 3735.327393
	Iteration 59Q: 3 clusters Score -1.22812e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -12281260.000000 Penalty: 3735.327393
	Iteration 60F: 3 clusters Score -1.228126e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -12281303.000000 Penalty: 3735.327393
	Iteration 61Q: 3 clusters Score -1.22813e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -12281246.000000 Penalty: 3735.327393
	Iteration 62Q: 3 clusters Score -1.228125e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89706 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -12281207.000000 Penalty: 3735.327393
	Iteration 63Q: 3 clusters Score -1.228121e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -12281184.000000 Penalty: 3735.327393
	Iteration 64Q: 3 clusters Score -1.228118e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -12281110.000000 Penalty: 3735.327393
	Iteration 65Q: 3 clusters Score -1.228111e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -12281081.000000 Penalty: 3735.327393
	Iteration 66Q: 3 clusters Score -1.228108e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -12281082.000000 Penalty: 3735.327393
	Iteration 67Q: 3 clusters Score -1.228108e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -12280974.000000 Penalty: 3735.327393
	Iteration 68Q: 3 clusters Score -1.228097e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -12280902.000000 Penalty: 3735.327393
	Iteration 69Q: 3 clusters Score -1.22809e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92040 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -12280816.000000 Penalty: 3735.327393
	Iteration 70Q: 3 clusters Score -1.228082e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -12280760.000000 Penalty: 3735.327393
	Iteration 71Q: 3 clusters Score -1.228076e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -12280738.000000 Penalty: 3735.327393
	Iteration 72Q: 3 clusters Score -1.228074e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -12280699.000000 Penalty: 3735.327393
	Iteration 73Q: 3 clusters Score -1.22807e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -12280620.000000 Penalty: 3735.327393
	Iteration 74Q: 3 clusters Score -1.228062e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -12280546.000000 Penalty: 3735.327393
	Iteration 75Q: 3 clusters Score -1.228055e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -12280498.000000 Penalty: 3735.327393
	Iteration 76Q: 3 clusters Score -1.22805e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -12280473.000000 Penalty: 3735.327393
	Iteration 77Q: 3 clusters Score -1.228047e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -12280458.000000 Penalty: 3735.327393
	Iteration 78Q: 3 clusters Score -1.228046e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93630 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -12280376.000000 Penalty: 3735.327393
	Iteration 79Q: 3 clusters Score -1.228038e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -12280378.000000 Penalty: 3735.327393
	Iteration 80F: 3 clusters Score -1.228038e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -12280357.000000 Penalty: 3735.327393
	Iteration 81Q: 3 clusters Score -1.228036e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -12280378.000000 Penalty: 3735.327393
	Iteration 82Q: 3 clusters Score -1.228038e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -12280345.000000 Penalty: 3735.327393
	Iteration 83Q: 3 clusters Score -1.228034e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -12280301.000000 Penalty: 3735.327393
	Iteration 84Q: 3 clusters Score -1.22803e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -12280284.000000 Penalty: 3735.327393
	Iteration 85Q: 3 clusters Score -1.228028e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -12280238.000000 Penalty: 3735.327393
	Iteration 86Q: 3 clusters Score -1.228024e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -12280221.000000 Penalty: 3735.327393
	Iteration 87Q: 3 clusters Score -1.228022e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -12280166.000000 Penalty: 3735.327393
	Iteration 88Q: 3 clusters Score -1.228017e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94557 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -12280114.000000 Penalty: 3735.327393
	Iteration 89Q: 3 clusters Score -1.228011e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94615 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -12280077.000000 Penalty: 3735.327393
	Iteration 90Q: 3 clusters Score -1.228008e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -12280042.000000 Penalty: 3735.327393
	Iteration 91Q: 3 clusters Score -1.228004e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -12280026.000000 Penalty: 3735.327393
	Iteration 92Q: 3 clusters Score -1.228003e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -12280015.000000 Penalty: 3735.327393
	Iteration 93Q: 3 clusters Score -1.228002e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94819 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -12280000.000000 Penalty: 3735.327393
	Iteration 94Q: 3 clusters Score -1.228e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -12279978.000000 Penalty: 3735.327393
	Iteration 95Q: 3 clusters Score -1.227998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -12279927.000000 Penalty: 3735.327393
	Iteration 96Q: 3 clusters Score -1.227993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -12279916.000000 Penalty: 3735.327393
	Iteration 97Q: 3 clusters Score -1.227992e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -12279860.000000 Penalty: 3735.327393
	Iteration 98Q: 3 clusters Score -1.227986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -12279833.000000 Penalty: 3735.327393
	Iteration 99Q: 3 clusters Score -1.227983e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -12279824.000000 Penalty: 3735.327393
	Iteration 100F: 3 clusters Score -1.227982e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95129 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -12279794.000000 Penalty: 3735.327393
	Iteration 101Q: 3 clusters Score -1.227979e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -12279786.000000 Penalty: 3735.327393
	Iteration 102Q: 3 clusters Score -1.227979e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -12279771.000000 Penalty: 3735.327393
	Iteration 103Q: 3 clusters Score -1.227977e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -12279764.000000 Penalty: 3735.327393
	Iteration 104Q: 3 clusters Score -1.227976e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -12279738.000000 Penalty: 3735.327393
	Iteration 105Q: 3 clusters Score -1.227974e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95350 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -12279704.000000 Penalty: 3735.327393
	Iteration 106Q: 3 clusters Score -1.22797e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12279695.000000 Penalty: 3735.327393
	Iteration 107Q: 3 clusters Score -1.22797e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95430 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -12279691.000000 Penalty: 3735.327393
	Iteration 108Q: 3 clusters Score -1.227969e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95463 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -12279693.000000 Penalty: 3735.327393
	Iteration 109Q: 3 clusters Score -1.227969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95497 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -12279678.000000 Penalty: 3735.327393
	Iteration 110Q: 3 clusters Score -1.227968e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12279665.000000 Penalty: 3735.327393
	Iteration 111Q: 3 clusters Score -1.227966e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -12279636.000000 Penalty: 3735.327393
	Iteration 112Q: 3 clusters Score -1.227964e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95628 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -12279599.000000 Penalty: 3735.327393
	Iteration 113Q: 3 clusters Score -1.22796e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -12279610.000000 Penalty: 3735.327393
	Iteration 114Q: 3 clusters Score -1.227961e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95691 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -12279590.000000 Penalty: 3735.327393
	Iteration 115Q: 3 clusters Score -1.227959e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95720 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -12279555.000000 Penalty: 3735.327393
	Iteration 116Q: 3 clusters Score -1.227956e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95750 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -12279543.000000 Penalty: 3735.327393
	Iteration 117Q: 3 clusters Score -1.227954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -12279539.000000 Penalty: 3735.327393
	Iteration 118Q: 3 clusters Score -1.227954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -12279536.000000 Penalty: 3735.327393
	Iteration 119Q: 3 clusters Score -1.227954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95845 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -12279530.000000 Penalty: 3735.327393
	Iteration 120F: 3 clusters Score -1.227953e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12279495.000000 Penalty: 3735.327393
	Iteration 121Q: 3 clusters Score -1.22795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -12279492.000000 Penalty: 3735.327393
	Iteration 122Q: 3 clusters Score -1.227949e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95941 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -12279479.000000 Penalty: 3735.327393
	Iteration 123Q: 3 clusters Score -1.227948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -12279445.000000 Penalty: 3735.327393
	Iteration 124Q: 3 clusters Score -1.227944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -12279422.000000 Penalty: 3735.327393
	Iteration 125Q: 3 clusters Score -1.227942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -12279400.000000 Penalty: 3735.327393
	Iteration 126Q: 3 clusters Score -1.22794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96049 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -12279397.000000 Penalty: 3735.327393
	Iteration 127Q: 3 clusters Score -1.22794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -12279403.000000 Penalty: 3735.327393
	Iteration 128Q: 3 clusters Score -1.22794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -12279400.000000 Penalty: 3735.327393
	Iteration 129Q: 3 clusters Score -1.22794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -12279402.000000 Penalty: 3735.327393
	Iteration 130Q: 3 clusters Score -1.22794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -12279375.000000 Penalty: 3735.327393
	Iteration 131Q: 3 clusters Score -1.227938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -12279369.000000 Penalty: 3735.327393
	Iteration 132Q: 3 clusters Score -1.227937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96201 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -12279352.000000 Penalty: 3735.327393
	Iteration 133Q: 3 clusters Score -1.227935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -12279335.000000 Penalty: 3735.327393
	Iteration 134Q: 3 clusters Score -1.227934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96228 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12279348.000000 Penalty: 3735.327393
	Iteration 135Q: 3 clusters Score -1.227935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -12279339.000000 Penalty: 3735.327393
	Iteration 136Q: 3 clusters Score -1.227934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -12279331.000000 Penalty: 3735.327393
	Iteration 137Q: 3 clusters Score -1.227933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -12279322.000000 Penalty: 3735.327393
	Iteration 138Q: 3 clusters Score -1.227932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -12279322.000000 Penalty: 3735.327393
	Iteration 139F: 3 clusters Score -1.227932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Entering Unmasked Estep 
Score: -894274.562500 Penalty: 1445.562012
	Iteration 0F: 2 clusters Score -894274.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -888844.937500 Penalty: 2891.124023
	Iteration 0F: 3 clusters Score -888844.9 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -890522.875000 Penalty: 2891.124023
	Iteration 1F: 3 clusters Score -890522.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -890716.750000 Penalty: 2891.124023
	Iteration 2F: 3 clusters Score -890716.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -890843.812500 Penalty: 2891.124023
	Iteration 3Q: 3 clusters Score -890843.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -890957.500000 Penalty: 2891.124023
	Iteration 4Q: 3 clusters Score -890957.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -891050.875000 Penalty: 2891.124023
	Iteration 5Q: 3 clusters Score -891050.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -891149.000000 Penalty: 2891.124023
	Iteration 6Q: 3 clusters Score -891149 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -891262.812500 Penalty: 2891.124023
	Iteration 7Q: 3 clusters Score -891262.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -891410.437500 Penalty: 2891.124023
	Iteration 8Q: 3 clusters Score -891410.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -891578.312500 Penalty: 2891.124023
	Iteration 9Q: 3 clusters Score -891578.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -891742.187500 Penalty: 2891.124023
	Iteration 10Q: 3 clusters Score -891742.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -891896.312500 Penalty: 2891.124023
	Iteration 11Q: 3 clusters Score -891896.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -892061.437500 Penalty: 2891.124023
	Iteration 12Q: 3 clusters Score -892061.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -892234.687500 Penalty: 2891.124023
	Iteration 13Q: 3 clusters Score -892234.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -892383.812500 Penalty: 2891.124023
	Iteration 14Q: 3 clusters Score -892383.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -892507.937500 Penalty: 2891.124023
	Iteration 15Q: 3 clusters Score -892507.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -892616.687500 Penalty: 2891.124023
	Iteration 16Q: 3 clusters Score -892616.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -892698.562500 Penalty: 2891.124023
	Iteration 17Q: 3 clusters Score -892698.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -892756.812500 Penalty: 2891.124023
	Iteration 18Q: 3 clusters Score -892756.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -892798.875000 Penalty: 2891.124023
	Iteration 19Q: 3 clusters Score -892798.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -892836.000000 Penalty: 2891.124023
	Iteration 20F: 3 clusters Score -892836 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -892866.375000 Penalty: 2891.124023
	Iteration 21Q: 3 clusters Score -892866.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -892891.250000 Penalty: 2891.124023
	Iteration 22Q: 3 clusters Score -892891.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -892911.250000 Penalty: 2891.124023
	Iteration 23Q: 3 clusters Score -892911.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -892931.687500 Penalty: 2891.124023
	Iteration 24Q: 3 clusters Score -892931.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -892948.625000 Penalty: 2891.124023
	Iteration 25Q: 3 clusters Score -892948.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -892964.625000 Penalty: 2891.124023
	Iteration 26Q: 3 clusters Score -892964.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -892983.187500 Penalty: 2891.124023
	Iteration 27Q: 3 clusters Score -892983.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -893002.000000 Penalty: 2891.124023
	Iteration 28Q: 3 clusters Score -893002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -893011.750000 Penalty: 2891.124023
	Iteration 29Q: 3 clusters Score -893011.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -893022.187500 Penalty: 2891.124023
	Iteration 30Q: 3 clusters Score -893022.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -893033.562500 Penalty: 2891.124023
	Iteration 31Q: 3 clusters Score -893033.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -893043.562500 Penalty: 2891.124023
	Iteration 32Q: 3 clusters Score -893043.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -893051.062500 Penalty: 2891.124023
	Iteration 33Q: 3 clusters Score -893051.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -893054.062500 Penalty: 2891.124023
	Iteration 34Q: 3 clusters Score -893054.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -893058.875000 Penalty: 2891.124023
	Iteration 35Q: 3 clusters Score -893058.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -893062.375000 Penalty: 2891.124023
	Iteration 36Q: 3 clusters Score -893062.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -893067.187500 Penalty: 2891.124023
	Iteration 37Q: 3 clusters Score -893067.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -893073.000000 Penalty: 2891.124023
	Iteration 38Q: 3 clusters Score -893073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -893075.750000 Penalty: 2891.124023
	Iteration 39Q: 3 clusters Score -893075.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -893083.250000 Penalty: 2891.124023
	Iteration 40F: 3 clusters Score -893083.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -893090.437500 Penalty: 2891.124023
	Iteration 41Q: 3 clusters Score -893090.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -893098.937500 Penalty: 2891.124023
	Iteration 42Q: 3 clusters Score -893098.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -893102.062500 Penalty: 2891.124023
	Iteration 43Q: 3 clusters Score -893102.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -893108.875000 Penalty: 2891.124023
	Iteration 44Q: 3 clusters Score -893108.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -893117.312500 Penalty: 2891.124023
	Iteration 45Q: 3 clusters Score -893117.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -893123.125000 Penalty: 2891.124023
	Iteration 46Q: 3 clusters Score -893123.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -893125.937500 Penalty: 2891.124023
	Iteration 47Q: 3 clusters Score -893125.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -893128.437500 Penalty: 2891.124023
	Iteration 48Q: 3 clusters Score -893128.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -893132.875000 Penalty: 2891.124023
	Iteration 49Q: 3 clusters Score -893132.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -893138.562500 Penalty: 2891.124023
	Iteration 50Q: 3 clusters Score -893138.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -893142.125000 Penalty: 2891.124023
	Iteration 51Q: 3 clusters Score -893142.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -893148.562500 Penalty: 2891.124023
	Iteration 52Q: 3 clusters Score -893148.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -893153.250000 Penalty: 2891.124023
	Iteration 53Q: 3 clusters Score -893153.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -893160.125000 Penalty: 2891.124023
	Iteration 54Q: 3 clusters Score -893160.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -893165.687500 Penalty: 2891.124023
	Iteration 55Q: 3 clusters Score -893165.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -893169.250000 Penalty: 2891.124023
	Iteration 56Q: 3 clusters Score -893169.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -893174.687500 Penalty: 2891.124023
	Iteration 57Q: 3 clusters Score -893174.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -893174.687500 Penalty: 2891.124023
	Iteration 58Q: 3 clusters Score -893174.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -893177.562500 Penalty: 2891.124023
	Iteration 59Q: 3 clusters Score -893177.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -893180.187500 Penalty: 2891.124023
	Iteration 60F: 3 clusters Score -893180.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -893184.625000 Penalty: 2891.124023
	Iteration 61Q: 3 clusters Score -893184.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -893187.687500 Penalty: 2891.124023
	Iteration 62Q: 3 clusters Score -893187.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -893193.687500 Penalty: 2891.124023
	Iteration 63Q: 3 clusters Score -893193.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -893203.187500 Penalty: 2891.124023
	Iteration 64Q: 3 clusters Score -893203.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -893212.250000 Penalty: 2891.124023
	Iteration 65Q: 3 clusters Score -893212.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -893219.687500 Penalty: 2891.124023
	Iteration 66Q: 3 clusters Score -893219.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -893236.000000 Penalty: 2891.124023
	Iteration 67Q: 3 clusters Score -893236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -893249.500000 Penalty: 2891.124023
	Iteration 68Q: 3 clusters Score -893249.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -893261.937500 Penalty: 2891.124023
	Iteration 69Q: 3 clusters Score -893261.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -893274.812500 Penalty: 2891.124023
	Iteration 70Q: 3 clusters Score -893274.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -893287.937500 Penalty: 2891.124023
	Iteration 71Q: 3 clusters Score -893287.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -893305.625000 Penalty: 2891.124023
	Iteration 72Q: 3 clusters Score -893305.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -893322.375000 Penalty: 2891.124023
	Iteration 73Q: 3 clusters Score -893322.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -893343.187500 Penalty: 2891.124023
	Iteration 74Q: 3 clusters Score -893343.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -893365.187500 Penalty: 2891.124023
	Iteration 75Q: 3 clusters Score -893365.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -893384.437500 Penalty: 2891.124023
	Iteration 76Q: 3 clusters Score -893384.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -893397.375000 Penalty: 2891.124023
	Iteration 77Q: 3 clusters Score -893397.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -893410.500000 Penalty: 2891.124023
	Iteration 78Q: 3 clusters Score -893410.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -893421.937500 Penalty: 2891.124023
	Iteration 79Q: 3 clusters Score -893421.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -893435.187500 Penalty: 2891.124023
	Iteration 80F: 3 clusters Score -893435.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -893443.562500 Penalty: 2891.124023
	Iteration 81Q: 3 clusters Score -893443.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -893448.937500 Penalty: 2891.124023
	Iteration 82Q: 3 clusters Score -893448.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -893452.687500 Penalty: 2891.124023
	Iteration 83Q: 3 clusters Score -893452.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -893454.562500 Penalty: 2891.124023
	Iteration 84Q: 3 clusters Score -893454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -893455.562500 Penalty: 2891.124023
	Iteration 85Q: 3 clusters Score -893455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -893458.625000 Penalty: 2891.124023
	Iteration 86Q: 3 clusters Score -893458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -893458.187500 Penalty: 2891.124023
	Iteration 87Q: 3 clusters Score -893458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -893459.500000 Penalty: 2891.124023
	Iteration 88Q: 3 clusters Score -893459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -893459.375000 Penalty: 2891.124023
	Iteration 89Q: 3 clusters Score -893459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -893458.687500 Penalty: 2891.124023
	Iteration 90Q: 3 clusters Score -893458.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -893459.437500 Penalty: 2891.124023
	Iteration 91Q: 3 clusters Score -893459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -893460.687500 Penalty: 2891.124023
	Iteration 92Q: 3 clusters Score -893460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -893460.937500 Penalty: 2891.124023
	Iteration 93Q: 3 clusters Score -893460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -893461.437500 Penalty: 2891.124023
	Iteration 94Q: 3 clusters Score -893461.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -893462.875000 Penalty: 2891.124023
	Iteration 95Q: 3 clusters Score -893462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -893465.500000 Penalty: 2891.124023
	Iteration 96Q: 3 clusters Score -893465.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -893464.750000 Penalty: 2891.124023
	Iteration 97Q: 3 clusters Score -893464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -893465.375000 Penalty: 2891.124023
	Iteration 98Q: 3 clusters Score -893465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -893466.125000 Penalty: 2891.124023
	Iteration 99Q: 3 clusters Score -893466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -893466.812500 Penalty: 2891.124023
	Iteration 100F: 3 clusters Score -893466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -893468.312500 Penalty: 2891.124023
	Iteration 101Q: 3 clusters Score -893468.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -893468.625000 Penalty: 2891.124023
	Iteration 102Q: 3 clusters Score -893468.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -893469.937500 Penalty: 2891.124023
	Iteration 103Q: 3 clusters Score -893469.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -893473.500000 Penalty: 2891.124023
	Iteration 104Q: 3 clusters Score -893473.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -893477.125000 Penalty: 2891.124023
	Iteration 105Q: 3 clusters Score -893477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -893478.000000 Penalty: 2891.124023
	Iteration 106Q: 3 clusters Score -893478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -893483.562500 Penalty: 2891.124023
	Iteration 107Q: 3 clusters Score -893483.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -893486.687500 Penalty: 2891.124023
	Iteration 108Q: 3 clusters Score -893486.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -893493.000000 Penalty: 2891.124023
	Iteration 109Q: 3 clusters Score -893493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -893496.687500 Penalty: 2891.124023
	Iteration 110Q: 3 clusters Score -893496.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -893498.250000 Penalty: 2891.124023
	Iteration 111Q: 3 clusters Score -893498.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -893502.312500 Penalty: 2891.124023
	Iteration 112Q: 3 clusters Score -893502.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -893507.500000 Penalty: 2891.124023
	Iteration 113Q: 3 clusters Score -893507.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -893509.062500 Penalty: 2891.124023
	Iteration 114Q: 3 clusters Score -893509.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -893512.000000 Penalty: 2891.124023
	Iteration 115Q: 3 clusters Score -893512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -893511.812500 Penalty: 2891.124023
	Iteration 116Q: 3 clusters Score -893511.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -893512.125000 Penalty: 2891.124023
	Iteration 117Q: 3 clusters Score -893512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -893512.875000 Penalty: 2891.124023
	Iteration 118Q: 3 clusters Score -893512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -893514.250000 Penalty: 2891.124023
	Iteration 119Q: 3 clusters Score -893514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -893513.687500 Penalty: 2891.124023
	Iteration 120F: 3 clusters Score -893513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -893512.875000 Penalty: 2891.124023
	Iteration 121Q: 3 clusters Score -893512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -893512.312500 Penalty: 2891.124023
	Iteration 122Q: 3 clusters Score -893512.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -893515.687500 Penalty: 2891.124023
	Iteration 123Q: 3 clusters Score -893515.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -893518.062500 Penalty: 2891.124023
	Iteration 124Q: 3 clusters Score -893518.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -893518.500000 Penalty: 2891.124023
	Iteration 125Q: 3 clusters Score -893518.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -893518.687500 Penalty: 2891.124023
	Iteration 126Q: 3 clusters Score -893518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -893518.750000 Penalty: 2891.124023
	Iteration 127Q: 3 clusters Score -893518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -893519.437500 Penalty: 2891.124023
	Iteration 128Q: 3 clusters Score -893519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -893520.187500 Penalty: 2891.124023
	Iteration 129Q: 3 clusters Score -893520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -893520.187500 Penalty: 2891.124023
	Iteration 130Q: 3 clusters Score -893520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -893521.062500 Penalty: 2891.124023
	Iteration 131Q: 3 clusters Score -893521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -893520.937500 Penalty: 2891.124023
	Iteration 132Q: 3 clusters Score -893520.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -893521.500000 Penalty: 2891.124023
	Iteration 133Q: 3 clusters Score -893521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -893521.500000 Penalty: 2891.124023
	Iteration 134F: 3 clusters Score -893521.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Entering Unmasked Estep 
Score: -12141534.000000 Penalty: 1864.337036
	Iteration 0F: 2 clusters Score -1.214153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -12084594.000000 Penalty: 3728.674072
	Iteration 0F: 3 clusters Score -1.208459e+07 nChanged 45970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -12111281.000000 Penalty: 3728.674072
	Iteration 1F: 3 clusters Score -1.211128e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -12112283.000000 Penalty: 3728.674072
	Iteration 2Q: 3 clusters Score -1.211228e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -12113530.000000 Penalty: 3728.674072
	Iteration 3Q: 3 clusters Score -1.211353e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -12115149.000000 Penalty: 3728.674072
	Iteration 4Q: 3 clusters Score -1.211515e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -12117294.000000 Penalty: 3728.674072
	Iteration 5Q: 3 clusters Score -1.211729e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -12120070.000000 Penalty: 3728.674072
	Iteration 6F: 3 clusters Score -1.212007e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -12123831.000000 Penalty: 3728.674072
	Iteration 7F: 3 clusters Score -1.212383e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -12128195.000000 Penalty: 3728.674072
	Iteration 8F: 3 clusters Score -1.21282e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -12131727.000000 Penalty: 3728.674072
	Iteration 9F: 3 clusters Score -1.213173e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -12133310.000000 Penalty: 3728.674072
	Iteration 10Q: 3 clusters Score -1.213331e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -12133830.000000 Penalty: 3728.674072
	Iteration 11Q: 3 clusters Score -1.213383e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -12133977.000000 Penalty: 3728.674072
	Iteration 12Q: 3 clusters Score -1.213398e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -12134088.000000 Penalty: 3728.674072
	Iteration 13Q: 3 clusters Score -1.213409e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -12134118.000000 Penalty: 3728.674072
	Iteration 14Q: 3 clusters Score -1.213412e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -12134151.000000 Penalty: 3728.674072
	Iteration 15Q: 3 clusters Score -1.213415e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -12134200.000000 Penalty: 3728.674072
	Iteration 16Q: 3 clusters Score -1.21342e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -12134280.000000 Penalty: 3728.674072
	Iteration 17Q: 3 clusters Score -1.213428e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -12134347.000000 Penalty: 3728.674072
	Iteration 18Q: 3 clusters Score -1.213435e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -12134439.000000 Penalty: 3728.674072
	Iteration 19Q: 3 clusters Score -1.213444e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -12134511.000000 Penalty: 3728.674072
	Iteration 20F: 3 clusters Score -1.213451e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -12134631.000000 Penalty: 3728.674072
	Iteration 21Q: 3 clusters Score -1.213463e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -12134616.000000 Penalty: 3728.674072
	Iteration 22Q: 3 clusters Score -1.213462e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -12134644.000000 Penalty: 3728.674072
	Iteration 23Q: 3 clusters Score -1.213464e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -12134767.000000 Penalty: 3728.674072
	Iteration 24Q: 3 clusters Score -1.213477e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -12134918.000000 Penalty: 3728.674072
	Iteration 25Q: 3 clusters Score -1.213492e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -12135068.000000 Penalty: 3728.674072
	Iteration 26Q: 3 clusters Score -1.213507e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -12135185.000000 Penalty: 3728.674072
	Iteration 27Q: 3 clusters Score -1.213518e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -12135294.000000 Penalty: 3728.674072
	Iteration 28Q: 3 clusters Score -1.213529e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -12135355.000000 Penalty: 3728.674072
	Iteration 29Q: 3 clusters Score -1.213536e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -12135472.000000 Penalty: 3728.674072
	Iteration 30Q: 3 clusters Score -1.213547e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -12135564.000000 Penalty: 3728.674072
	Iteration 31Q: 3 clusters Score -1.213556e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -12135745.000000 Penalty: 3728.674072
	Iteration 32Q: 3 clusters Score -1.213574e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -12135905.000000 Penalty: 3728.674072
	Iteration 33Q: 3 clusters Score -1.21359e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -12136138.000000 Penalty: 3728.674072
	Iteration 34Q: 3 clusters Score -1.213614e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -12136384.000000 Penalty: 3728.674072
	Iteration 35Q: 3 clusters Score -1.213638e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -12136616.000000 Penalty: 3728.674072
	Iteration 36Q: 3 clusters Score -1.213662e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -12136839.000000 Penalty: 3728.674072
	Iteration 37Q: 3 clusters Score -1.213684e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -12137133.000000 Penalty: 3728.674072
	Iteration 38Q: 3 clusters Score -1.213713e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -12137406.000000 Penalty: 3728.674072
	Iteration 39Q: 3 clusters Score -1.213741e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -12137768.000000 Penalty: 3728.674072
	Iteration 40F: 3 clusters Score -1.213777e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -12138150.000000 Penalty: 3728.674072
	Iteration 41Q: 3 clusters Score -1.213815e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -12138491.000000 Penalty: 3728.674072
	Iteration 42Q: 3 clusters Score -1.213849e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -12138887.000000 Penalty: 3728.674072
	Iteration 43Q: 3 clusters Score -1.213889e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -12139262.000000 Penalty: 3728.674072
	Iteration 44Q: 3 clusters Score -1.213926e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -12139503.000000 Penalty: 3728.674072
	Iteration 45Q: 3 clusters Score -1.21395e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -12139722.000000 Penalty: 3728.674072
	Iteration 46Q: 3 clusters Score -1.213972e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -12139875.000000 Penalty: 3728.674072
	Iteration 47Q: 3 clusters Score -1.213988e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -12140052.000000 Penalty: 3728.674072
	Iteration 48Q: 3 clusters Score -1.214005e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -12140226.000000 Penalty: 3728.674072
	Iteration 49Q: 3 clusters Score -1.214023e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -12140300.000000 Penalty: 3728.674072
	Iteration 50Q: 3 clusters Score -1.21403e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -12140402.000000 Penalty: 3728.674072
	Iteration 51Q: 3 clusters Score -1.21404e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -12140495.000000 Penalty: 3728.674072
	Iteration 52Q: 3 clusters Score -1.21405e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -12140613.000000 Penalty: 3728.674072
	Iteration 53Q: 3 clusters Score -1.214061e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -12140646.000000 Penalty: 3728.674072
	Iteration 54Q: 3 clusters Score -1.214065e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -12140703.000000 Penalty: 3728.674072
	Iteration 55Q: 3 clusters Score -1.21407e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -12140736.000000 Penalty: 3728.674072
	Iteration 56Q: 3 clusters Score -1.214074e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -12140796.000000 Penalty: 3728.674072
	Iteration 57Q: 3 clusters Score -1.21408e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -12140791.000000 Penalty: 3728.674072
	Iteration 58Q: 3 clusters Score -1.214079e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -12140817.000000 Penalty: 3728.674072
	Iteration 59Q: 3 clusters Score -1.214082e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -12140853.000000 Penalty: 3728.674072
	Iteration 60F: 3 clusters Score -1.214085e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -12140899.000000 Penalty: 3728.674072
	Iteration 61Q: 3 clusters Score -1.21409e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -12140877.000000 Penalty: 3728.674072
	Iteration 62Q: 3 clusters Score -1.214088e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -12140899.000000 Penalty: 3728.674072
	Iteration 63Q: 3 clusters Score -1.21409e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -12140906.000000 Penalty: 3728.674072
	Iteration 64Q: 3 clusters Score -1.214091e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -12140924.000000 Penalty: 3728.674072
	Iteration 65Q: 3 clusters Score -1.214092e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -12140918.000000 Penalty: 3728.674072
	Iteration 66Q: 3 clusters Score -1.214092e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -12140911.000000 Penalty: 3728.674072
	Iteration 67Q: 3 clusters Score -1.214091e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -12140891.000000 Penalty: 3728.674072
	Iteration 68Q: 3 clusters Score -1.214089e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -12140915.000000 Penalty: 3728.674072
	Iteration 69Q: 3 clusters Score -1.214092e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -12140913.000000 Penalty: 3728.674072
	Iteration 70Q: 3 clusters Score -1.214091e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -12140928.000000 Penalty: 3728.674072
	Iteration 71Q: 3 clusters Score -1.214093e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -12140946.000000 Penalty: 3728.674072
	Iteration 72Q: 3 clusters Score -1.214095e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -12140942.000000 Penalty: 3728.674072
	Iteration 73Q: 3 clusters Score -1.214094e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -12140941.000000 Penalty: 3728.674072
	Iteration 74Q: 3 clusters Score -1.214094e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -12140940.000000 Penalty: 3728.674072
	Iteration 75Q: 3 clusters Score -1.214094e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -12140934.000000 Penalty: 3728.674072
	Iteration 76Q: 3 clusters Score -1.214093e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -12140954.000000 Penalty: 3728.674072
	Iteration 77Q: 3 clusters Score -1.214095e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -12140957.000000 Penalty: 3728.674072
	Iteration 78Q: 3 clusters Score -1.214096e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -12140966.000000 Penalty: 3728.674072
	Iteration 79Q: 3 clusters Score -1.214097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -12140965.000000 Penalty: 3728.674072
	Iteration 80F: 3 clusters Score -1.214096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -12140956.000000 Penalty: 3728.674072
	Iteration 81Q: 3 clusters Score -1.214096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -12140968.000000 Penalty: 3728.674072
	Iteration 82Q: 3 clusters Score -1.214097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -12140961.000000 Penalty: 3728.674072
	Iteration 83Q: 3 clusters Score -1.214096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -12140967.000000 Penalty: 3728.674072
	Iteration 84Q: 3 clusters Score -1.214097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -12140957.000000 Penalty: 3728.674072
	Iteration 85Q: 3 clusters Score -1.214096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -12140965.000000 Penalty: 3728.674072
	Iteration 86Q: 3 clusters Score -1.214096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -12140959.000000 Penalty: 3728.674072
	Iteration 87Q: 3 clusters Score -1.214096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -12140949.000000 Penalty: 3728.674072
	Iteration 88Q: 3 clusters Score -1.214095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -12140942.000000 Penalty: 3728.674072
	Iteration 89Q: 3 clusters Score -1.214094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -12140942.000000 Penalty: 3728.674072
	Iteration 90F: 3 clusters Score -1.214094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (86444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Entering Unmasked Estep 
Score: -10724651.000000 Penalty: 1847.178467
	Iteration 0F: 2 clusters Score -1.072465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -10668376.000000 Penalty: 3694.356934
	Iteration 0F: 3 clusters Score -1.066838e+07 nChanged 41049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -10692010.000000 Penalty: 3694.356934
	Iteration 1F: 3 clusters Score -1.069201e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -10692610.000000 Penalty: 3694.356934
	Iteration 2Q: 3 clusters Score -1.069261e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -10693345.000000 Penalty: 3694.356934
	Iteration 3Q: 3 clusters Score -1.069334e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -10694288.000000 Penalty: 3694.356934
	Iteration 4Q: 3 clusters Score -1.069429e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -10695415.000000 Penalty: 3694.356934
	Iteration 5Q: 3 clusters Score -1.069542e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -10696995.000000 Penalty: 3694.356934
	Iteration 6Q: 3 clusters Score -1.0697e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -10699344.000000 Penalty: 3694.356934
	Iteration 7Q: 3 clusters Score -1.069934e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -10702464.000000 Penalty: 3694.356934
	Iteration 8F: 3 clusters Score -1.070246e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -10706168.000000 Penalty: 3694.356934
	Iteration 9F: 3 clusters Score -1.070617e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -10709461.000000 Penalty: 3694.356934
	Iteration 10F: 3 clusters Score -1.070946e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -10711498.000000 Penalty: 3694.356934
	Iteration 11Q: 3 clusters Score -1.07115e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -10712475.000000 Penalty: 3694.356934
	Iteration 12Q: 3 clusters Score -1.071248e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -10713162.000000 Penalty: 3694.356934
	Iteration 13Q: 3 clusters Score -1.071316e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -10713908.000000 Penalty: 3694.356934
	Iteration 14Q: 3 clusters Score -1.071391e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -10714656.000000 Penalty: 3694.356934
	Iteration 15Q: 3 clusters Score -1.071466e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -10715539.000000 Penalty: 3694.356934
	Iteration 16Q: 3 clusters Score -1.071554e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -10716317.000000 Penalty: 3694.356934
	Iteration 17Q: 3 clusters Score -1.071632e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -10717182.000000 Penalty: 3694.356934
	Iteration 18Q: 3 clusters Score -1.071718e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -10718083.000000 Penalty: 3694.356934
	Iteration 19Q: 3 clusters Score -1.071808e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -10718716.000000 Penalty: 3694.356934
	Iteration 20F: 3 clusters Score -1.071872e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -10719326.000000 Penalty: 3694.356934
	Iteration 21Q: 3 clusters Score -1.071933e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -10719828.000000 Penalty: 3694.356934
	Iteration 22Q: 3 clusters Score -1.071983e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -10720210.000000 Penalty: 3694.356934
	Iteration 23Q: 3 clusters Score -1.072021e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -10720437.000000 Penalty: 3694.356934
	Iteration 24Q: 3 clusters Score -1.072044e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -10720576.000000 Penalty: 3694.356934
	Iteration 25Q: 3 clusters Score -1.072058e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -10720702.000000 Penalty: 3694.356934
	Iteration 26Q: 3 clusters Score -1.07207e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -10720846.000000 Penalty: 3694.356934
	Iteration 27Q: 3 clusters Score -1.072085e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -10720938.000000 Penalty: 3694.356934
	Iteration 28Q: 3 clusters Score -1.072094e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -10721017.000000 Penalty: 3694.356934
	Iteration 29Q: 3 clusters Score -1.072102e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -10721053.000000 Penalty: 3694.356934
	Iteration 30Q: 3 clusters Score -1.072105e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -10721078.000000 Penalty: 3694.356934
	Iteration 31Q: 3 clusters Score -1.072108e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -10721143.000000 Penalty: 3694.356934
	Iteration 32Q: 3 clusters Score -1.072114e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -10721185.000000 Penalty: 3694.356934
	Iteration 33Q: 3 clusters Score -1.072118e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -10721163.000000 Penalty: 3694.356934
	Iteration 34Q: 3 clusters Score -1.072116e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -10721158.000000 Penalty: 3694.356934
	Iteration 35Q: 3 clusters Score -1.072116e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -10721150.000000 Penalty: 3694.356934
	Iteration 36Q: 3 clusters Score -1.072115e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -10721205.000000 Penalty: 3694.356934
	Iteration 37Q: 3 clusters Score -1.07212e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -10721172.000000 Penalty: 3694.356934
	Iteration 38Q: 3 clusters Score -1.072117e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -10721189.000000 Penalty: 3694.356934
	Iteration 39Q: 3 clusters Score -1.072119e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -10721222.000000 Penalty: 3694.356934
	Iteration 40F: 3 clusters Score -1.072122e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -10721238.000000 Penalty: 3694.356934
	Iteration 41Q: 3 clusters Score -1.072124e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -10721251.000000 Penalty: 3694.356934
	Iteration 42Q: 3 clusters Score -1.072125e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -10721293.000000 Penalty: 3694.356934
	Iteration 43Q: 3 clusters Score -1.072129e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -10721300.000000 Penalty: 3694.356934
	Iteration 44Q: 3 clusters Score -1.07213e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -10721309.000000 Penalty: 3694.356934
	Iteration 45Q: 3 clusters Score -1.072131e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -10721352.000000 Penalty: 3694.356934
	Iteration 46Q: 3 clusters Score -1.072135e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -10721352.000000 Penalty: 3694.356934
	Iteration 47Q: 3 clusters Score -1.072135e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -10721379.000000 Penalty: 3694.356934
	Iteration 48Q: 3 clusters Score -1.072138e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -10721395.000000 Penalty: 3694.356934
	Iteration 49Q: 3 clusters Score -1.07214e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -10721387.000000 Penalty: 3694.356934
	Iteration 50Q: 3 clusters Score -1.072139e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -10721390.000000 Penalty: 3694.356934
	Iteration 51Q: 3 clusters Score -1.072139e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -10721408.000000 Penalty: 3694.356934
	Iteration 52Q: 3 clusters Score -1.072141e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -10721434.000000 Penalty: 3694.356934
	Iteration 53Q: 3 clusters Score -1.072143e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -10721445.000000 Penalty: 3694.356934
	Iteration 54Q: 3 clusters Score -1.072144e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -10721442.000000 Penalty: 3694.356934
	Iteration 55Q: 3 clusters Score -1.072144e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -10721440.000000 Penalty: 3694.356934
	Iteration 56Q: 3 clusters Score -1.072144e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -10721422.000000 Penalty: 3694.356934
	Iteration 57Q: 3 clusters Score -1.072142e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -10721415.000000 Penalty: 3694.356934
	Iteration 58Q: 3 clusters Score -1.072142e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -10721432.000000 Penalty: 3694.356934
	Iteration 59Q: 3 clusters Score -1.072143e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -10721431.000000 Penalty: 3694.356934
	Iteration 60F: 3 clusters Score -1.072143e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -10721417.000000 Penalty: 3694.356934
	Iteration 61Q: 3 clusters Score -1.072142e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -10721425.000000 Penalty: 3694.356934
	Iteration 62Q: 3 clusters Score -1.072142e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -10721429.000000 Penalty: 3694.356934
	Iteration 63Q: 3 clusters Score -1.072143e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -10721436.000000 Penalty: 3694.356934
	Iteration 64Q: 3 clusters Score -1.072144e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -10721444.000000 Penalty: 3694.356934
	Iteration 65Q: 3 clusters Score -1.072144e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -10721442.000000 Penalty: 3694.356934
	Iteration 66Q: 3 clusters Score -1.072144e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -10721456.000000 Penalty: 3694.356934
	Iteration 67Q: 3 clusters Score -1.072146e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -10721466.000000 Penalty: 3694.356934
	Iteration 68Q: 3 clusters Score -1.072147e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -10721454.000000 Penalty: 3694.356934
	Iteration 69Q: 3 clusters Score -1.072145e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -10721454.000000 Penalty: 3694.356934
	Iteration 70Q: 3 clusters Score -1.072145e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -10721464.000000 Penalty: 3694.356934
	Iteration 71Q: 3 clusters Score -1.072146e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -10721455.000000 Penalty: 3694.356934
	Iteration 72Q: 3 clusters Score -1.072146e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -10721459.000000 Penalty: 3694.356934
	Iteration 73Q: 3 clusters Score -1.072146e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -10721461.000000 Penalty: 3694.356934
	Iteration 74Q: 3 clusters Score -1.072146e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -10721462.000000 Penalty: 3694.356934
	Iteration 75Q: 3 clusters Score -1.072146e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -10721437.000000 Penalty: 3694.356934
	Iteration 76Q: 3 clusters Score -1.072144e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -10721417.000000 Penalty: 3694.356934
	Iteration 77Q: 3 clusters Score -1.072142e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -10721413.000000 Penalty: 3694.356934
	Iteration 78Q: 3 clusters Score -1.072141e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -10721408.000000 Penalty: 3694.356934
	Iteration 79Q: 3 clusters Score -1.072141e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -10721425.000000 Penalty: 3694.356934
	Iteration 80F: 3 clusters Score -1.072142e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -10721425.000000 Penalty: 3694.356934
	Iteration 81Q: 3 clusters Score -1.072142e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -10721441.000000 Penalty: 3694.356934
	Iteration 82Q: 3 clusters Score -1.072144e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -10721458.000000 Penalty: 3694.356934
	Iteration 83Q: 3 clusters Score -1.072146e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -10721505.000000 Penalty: 3694.356934
	Iteration 84Q: 3 clusters Score -1.07215e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -10721500.000000 Penalty: 3694.356934
	Iteration 85Q: 3 clusters Score -1.07215e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -10721502.000000 Penalty: 3694.356934
	Iteration 86Q: 3 clusters Score -1.07215e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -10721487.000000 Penalty: 3694.356934
	Iteration 87Q: 3 clusters Score -1.072149e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -10721475.000000 Penalty: 3694.356934
	Iteration 88Q: 3 clusters Score -1.072148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -10721496.000000 Penalty: 3694.356934
	Iteration 89Q: 3 clusters Score -1.07215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -10721494.000000 Penalty: 3694.356934
	Iteration 90Q: 3 clusters Score -1.072149e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -10721505.000000 Penalty: 3694.356934
	Iteration 91Q: 3 clusters Score -1.07215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -10721503.000000 Penalty: 3694.356934
	Iteration 92Q: 3 clusters Score -1.07215e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -10721504.000000 Penalty: 3694.356934
	Iteration 93Q: 3 clusters Score -1.07215e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -10721505.000000 Penalty: 3694.356934
	Iteration 94Q: 3 clusters Score -1.07215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -10721517.000000 Penalty: 3694.356934
	Iteration 95Q: 3 clusters Score -1.072152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -10721521.000000 Penalty: 3694.356934
	Iteration 96Q: 3 clusters Score -1.072152e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -10721525.000000 Penalty: 3694.356934
	Iteration 97Q: 3 clusters Score -1.072152e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -10721517.000000 Penalty: 3694.356934
	Iteration 98Q: 3 clusters Score -1.072152e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -10721513.000000 Penalty: 3694.356934
	Iteration 99Q: 3 clusters Score -1.072151e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -10721510.000000 Penalty: 3694.356934
	Iteration 100F: 3 clusters Score -1.072151e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -10721510.000000 Penalty: 3694.356934
	Iteration 101Q: 3 clusters Score -1.072151e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -10721507.000000 Penalty: 3694.356934
	Iteration 102Q: 3 clusters Score -1.072151e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -10721514.000000 Penalty: 3694.356934
	Iteration 103Q: 3 clusters Score -1.072151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -10721518.000000 Penalty: 3694.356934
	Iteration 104Q: 3 clusters Score -1.072152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -10721514.000000 Penalty: 3694.356934
	Iteration 105Q: 3 clusters Score -1.072151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -10721522.000000 Penalty: 3694.356934
	Iteration 106Q: 3 clusters Score -1.072152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -10721519.000000 Penalty: 3694.356934
	Iteration 107Q: 3 clusters Score -1.072152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -10721534.000000 Penalty: 3694.356934
	Iteration 108Q: 3 clusters Score -1.072153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -10721520.000000 Penalty: 3694.356934
	Iteration 109Q: 3 clusters Score -1.072152e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -10721535.000000 Penalty: 3694.356934
	Iteration 110Q: 3 clusters Score -1.072154e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -10721534.000000 Penalty: 3694.356934
	Iteration 111Q: 3 clusters Score -1.072153e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -10721539.000000 Penalty: 3694.356934
	Iteration 112Q: 3 clusters Score -1.072154e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -10721518.000000 Penalty: 3694.356934
	Iteration 113Q: 3 clusters Score -1.072152e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -10721518.000000 Penalty: 3694.356934
	Iteration 114Q: 3 clusters Score -1.072152e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -10721521.000000 Penalty: 3694.356934
	Iteration 115Q: 3 clusters Score -1.072152e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -10721510.000000 Penalty: 3694.356934
	Iteration 116Q: 3 clusters Score -1.072151e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -10721504.000000 Penalty: 3694.356934
	Iteration 117Q: 3 clusters Score -1.07215e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -10721499.000000 Penalty: 3694.356934
	Iteration 118Q: 3 clusters Score -1.07215e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -10721492.000000 Penalty: 3694.356934
	Iteration 119Q: 3 clusters Score -1.072149e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -10721488.000000 Penalty: 3694.356934
	Iteration 120F: 3 clusters Score -1.072149e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -10721497.000000 Penalty: 3694.356934
	Iteration 121Q: 3 clusters Score -1.07215e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -10721496.000000 Penalty: 3694.356934
	Iteration 122Q: 3 clusters Score -1.07215e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -10721498.000000 Penalty: 3694.356934
	Iteration 123Q: 3 clusters Score -1.07215e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -10721507.000000 Penalty: 3694.356934
	Iteration 124Q: 3 clusters Score -1.072151e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -10721492.000000 Penalty: 3694.356934
	Iteration 125Q: 3 clusters Score -1.072149e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -10721502.000000 Penalty: 3694.356934
	Iteration 126Q: 3 clusters Score -1.07215e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -10721507.000000 Penalty: 3694.356934
	Iteration 127Q: 3 clusters Score -1.072151e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -10721495.000000 Penalty: 3694.356934
	Iteration 128Q: 3 clusters Score -1.07215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -10721505.000000 Penalty: 3694.356934
	Iteration 129Q: 3 clusters Score -1.07215e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -10721501.000000 Penalty: 3694.356934
	Iteration 130Q: 3 clusters Score -1.07215e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -10721500.000000 Penalty: 3694.356934
	Iteration 131Q: 3 clusters Score -1.07215e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -10721476.000000 Penalty: 3694.356934
	Iteration 132Q: 3 clusters Score -1.072148e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -10721478.000000 Penalty: 3694.356934
	Iteration 133Q: 3 clusters Score -1.072148e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -10721488.000000 Penalty: 3694.356934
	Iteration 134Q: 3 clusters Score -1.072149e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -10721495.000000 Penalty: 3694.356934
	Iteration 135Q: 3 clusters Score -1.07215e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -10721485.000000 Penalty: 3694.356934
	Iteration 136Q: 3 clusters Score -1.072148e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -10721471.000000 Penalty: 3694.356934
	Iteration 137Q: 3 clusters Score -1.072147e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -10721490.000000 Penalty: 3694.356934
	Iteration 138Q: 3 clusters Score -1.072149e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -10721501.000000 Penalty: 3694.356934
	Iteration 139Q: 3 clusters Score -1.07215e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -10721513.000000 Penalty: 3694.356934
	Iteration 140F: 3 clusters Score -1.072151e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -10721506.000000 Penalty: 3694.356934
	Iteration 141Q: 3 clusters Score -1.072151e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -10721518.000000 Penalty: 3694.356934
	Iteration 142Q: 3 clusters Score -1.072152e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -10721517.000000 Penalty: 3694.356934
	Iteration 143Q: 3 clusters Score -1.072152e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -10721524.000000 Penalty: 3694.356934
	Iteration 144Q: 3 clusters Score -1.072152e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -10721535.000000 Penalty: 3694.356934
	Iteration 145Q: 3 clusters Score -1.072154e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -10721521.000000 Penalty: 3694.356934
	Iteration 146Q: 3 clusters Score -1.072152e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -10721514.000000 Penalty: 3694.356934
	Iteration 147Q: 3 clusters Score -1.072151e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -10721526.000000 Penalty: 3694.356934
	Iteration 148Q: 3 clusters Score -1.072153e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -10721534.000000 Penalty: 3694.356934
	Iteration 149Q: 3 clusters Score -1.072153e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -10721553.000000 Penalty: 3694.356934
	Iteration 150Q: 3 clusters Score -1.072155e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -10721534.000000 Penalty: 3694.356934
	Iteration 151Q: 3 clusters Score -1.072153e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -10721534.000000 Penalty: 3694.356934
	Iteration 152Q: 3 clusters Score -1.072153e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -10721535.000000 Penalty: 3694.356934
	Iteration 153Q: 3 clusters Score -1.072154e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -10721538.000000 Penalty: 3694.356934
	Iteration 154Q: 3 clusters Score -1.072154e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -10721549.000000 Penalty: 3694.356934
	Iteration 155Q: 3 clusters Score -1.072155e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -10721561.000000 Penalty: 3694.356934
	Iteration 156Q: 3 clusters Score -1.072156e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -10721544.000000 Penalty: 3694.356934
	Iteration 157Q: 3 clusters Score -1.072154e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -10721560.000000 Penalty: 3694.356934
	Iteration 158Q: 3 clusters Score -1.072156e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -10721587.000000 Penalty: 3694.356934
	Iteration 159Q: 3 clusters Score -1.072159e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -10721560.000000 Penalty: 3694.356934
	Iteration 160F: 3 clusters Score -1.072156e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -10721597.000000 Penalty: 3694.356934
	Iteration 161Q: 3 clusters Score -1.07216e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -10721608.000000 Penalty: 3694.356934
	Iteration 162Q: 3 clusters Score -1.072161e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -10721602.000000 Penalty: 3694.356934
	Iteration 163Q: 3 clusters Score -1.07216e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -10721597.000000 Penalty: 3694.356934
	Iteration 164Q: 3 clusters Score -1.07216e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -10721619.000000 Penalty: 3694.356934
	Iteration 165Q: 3 clusters Score -1.072162e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -10721584.000000 Penalty: 3694.356934
	Iteration 166Q: 3 clusters Score -1.072158e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -10721571.000000 Penalty: 3694.356934
	Iteration 167Q: 3 clusters Score -1.072157e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -10721562.000000 Penalty: 3694.356934
	Iteration 168Q: 3 clusters Score -1.072156e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -10721563.000000 Penalty: 3694.356934
	Iteration 169Q: 3 clusters Score -1.072156e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -10721548.000000 Penalty: 3694.356934
	Iteration 170Q: 3 clusters Score -1.072155e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -10721538.000000 Penalty: 3694.356934
	Iteration 171Q: 3 clusters Score -1.072154e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -10721532.000000 Penalty: 3694.356934
	Iteration 172Q: 3 clusters Score -1.072153e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -10721531.000000 Penalty: 3694.356934
	Iteration 173Q: 3 clusters Score -1.072153e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -10721549.000000 Penalty: 3694.356934
	Iteration 174Q: 3 clusters Score -1.072155e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -10721555.000000 Penalty: 3694.356934
	Iteration 175Q: 3 clusters Score -1.072156e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -10721562.000000 Penalty: 3694.356934
	Iteration 176Q: 3 clusters Score -1.072156e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -10721568.000000 Penalty: 3694.356934
	Iteration 177Q: 3 clusters Score -1.072157e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -10721562.000000 Penalty: 3694.356934
	Iteration 178Q: 3 clusters Score -1.072156e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -10721578.000000 Penalty: 3694.356934
	Iteration 179Q: 3 clusters Score -1.072158e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -10721586.000000 Penalty: 3694.356934
	Iteration 180F: 3 clusters Score -1.072159e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -10721598.000000 Penalty: 3694.356934
	Iteration 181Q: 3 clusters Score -1.07216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -10721570.000000 Penalty: 3694.356934
	Iteration 182Q: 3 clusters Score -1.072157e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -10721571.000000 Penalty: 3694.356934
	Iteration 183Q: 3 clusters Score -1.072157e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -10721576.000000 Penalty: 3694.356934
	Iteration 184Q: 3 clusters Score -1.072158e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -10721576.000000 Penalty: 3694.356934
	Iteration 185Q: 3 clusters Score -1.072158e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -10721571.000000 Penalty: 3694.356934
	Iteration 186Q: 3 clusters Score -1.072157e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -10721575.000000 Penalty: 3694.356934
	Iteration 187Q: 3 clusters Score -1.072158e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -10721570.000000 Penalty: 3694.356934
	Iteration 188Q: 3 clusters Score -1.072157e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -10721574.000000 Penalty: 3694.356934
	Iteration 189Q: 3 clusters Score -1.072157e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -10721582.000000 Penalty: 3694.356934
	Iteration 190Q: 3 clusters Score -1.072158e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -10721599.000000 Penalty: 3694.356934
	Iteration 191Q: 3 clusters Score -1.07216e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -10721621.000000 Penalty: 3694.356934
	Iteration 192Q: 3 clusters Score -1.072162e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -10721612.000000 Penalty: 3694.356934
	Iteration 193Q: 3 clusters Score -1.072161e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -10721602.000000 Penalty: 3694.356934
	Iteration 194Q: 3 clusters Score -1.07216e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -10721620.000000 Penalty: 3694.356934
	Iteration 195Q: 3 clusters Score -1.072162e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -10721625.000000 Penalty: 3694.356934
	Iteration 196Q: 3 clusters Score -1.072162e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -10721622.000000 Penalty: 3694.356934
	Iteration 197Q: 3 clusters Score -1.072162e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -10721633.000000 Penalty: 3694.356934
	Iteration 198Q: 3 clusters Score -1.072163e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -10721625.000000 Penalty: 3694.356934
	Iteration 199Q: 3 clusters Score -1.072162e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -10721655.000000 Penalty: 3694.356934
	Iteration 200F: 3 clusters Score -1.072166e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -10721656.000000 Penalty: 3694.356934
	Iteration 201Q: 3 clusters Score -1.072166e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -10721632.000000 Penalty: 3694.356934
	Iteration 202Q: 3 clusters Score -1.072163e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -10721651.000000 Penalty: 3694.356934
	Iteration 203Q: 3 clusters Score -1.072165e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -10721671.000000 Penalty: 3694.356934
	Iteration 204Q: 3 clusters Score -1.072167e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -10721673.000000 Penalty: 3694.356934
	Iteration 205Q: 3 clusters Score -1.072167e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -10721686.000000 Penalty: 3694.356934
	Iteration 206Q: 3 clusters Score -1.072169e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -10721676.000000 Penalty: 3694.356934
	Iteration 207Q: 3 clusters Score -1.072168e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -10721675.000000 Penalty: 3694.356934
	Iteration 208Q: 3 clusters Score -1.072168e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -10721656.000000 Penalty: 3694.356934
	Iteration 209Q: 3 clusters Score -1.072166e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -10721668.000000 Penalty: 3694.356934
	Iteration 210Q: 3 clusters Score -1.072167e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -10721665.000000 Penalty: 3694.356934
	Iteration 211Q: 3 clusters Score -1.072166e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -10721661.000000 Penalty: 3694.356934
	Iteration 212Q: 3 clusters Score -1.072166e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -10721685.000000 Penalty: 3694.356934
	Iteration 213Q: 3 clusters Score -1.072168e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -10721678.000000 Penalty: 3694.356934
	Iteration 214Q: 3 clusters Score -1.072168e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -10721653.000000 Penalty: 3694.356934
	Iteration 215Q: 3 clusters Score -1.072165e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -10721658.000000 Penalty: 3694.356934
	Iteration 216Q: 3 clusters Score -1.072166e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -10721671.000000 Penalty: 3694.356934
	Iteration 217Q: 3 clusters Score -1.072167e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -10721675.000000 Penalty: 3694.356934
	Iteration 218Q: 3 clusters Score -1.072168e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -10721651.000000 Penalty: 3694.356934
	Iteration 219Q: 3 clusters Score -1.072165e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -10721653.000000 Penalty: 3694.356934
	Iteration 220F: 3 clusters Score -1.072165e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -10721654.000000 Penalty: 3694.356934
	Iteration 221Q: 3 clusters Score -1.072165e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -10721655.000000 Penalty: 3694.356934
	Iteration 222Q: 3 clusters Score -1.072166e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -10721660.000000 Penalty: 3694.356934
	Iteration 223Q: 3 clusters Score -1.072166e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -10721637.000000 Penalty: 3694.356934
	Iteration 224Q: 3 clusters Score -1.072164e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -10721652.000000 Penalty: 3694.356934
	Iteration 225Q: 3 clusters Score -1.072165e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -10721635.000000 Penalty: 3694.356934
	Iteration 226Q: 3 clusters Score -1.072164e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -10721627.000000 Penalty: 3694.356934
	Iteration 227Q: 3 clusters Score -1.072163e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -10721627.000000 Penalty: 3694.356934
	Iteration 228Q: 3 clusters Score -1.072163e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -10721643.000000 Penalty: 3694.356934
	Iteration 229Q: 3 clusters Score -1.072164e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -10721640.000000 Penalty: 3694.356934
	Iteration 230Q: 3 clusters Score -1.072164e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -10721633.000000 Penalty: 3694.356934
	Iteration 231Q: 3 clusters Score -1.072163e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -10721653.000000 Penalty: 3694.356934
	Iteration 232Q: 3 clusters Score -1.072165e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -10721655.000000 Penalty: 3694.356934
	Iteration 233Q: 3 clusters Score -1.072166e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -10721659.000000 Penalty: 3694.356934
	Iteration 234Q: 3 clusters Score -1.072166e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -10721664.000000 Penalty: 3694.356934
	Iteration 235Q: 3 clusters Score -1.072166e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -10721641.000000 Penalty: 3694.356934
	Iteration 236Q: 3 clusters Score -1.072164e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -10721649.000000 Penalty: 3694.356934
	Iteration 237Q: 3 clusters Score -1.072165e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -10721638.000000 Penalty: 3694.356934
	Iteration 238Q: 3 clusters Score -1.072164e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -10721636.000000 Penalty: 3694.356934
	Iteration 239Q: 3 clusters Score -1.072164e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -10721636.000000 Penalty: 3694.356934
	Iteration 240F: 3 clusters Score -1.072164e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -10721656.000000 Penalty: 3694.356934
	Iteration 241Q: 3 clusters Score -1.072166e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -10721665.000000 Penalty: 3694.356934
	Iteration 242Q: 3 clusters Score -1.072166e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -10721663.000000 Penalty: 3694.356934
	Iteration 243Q: 3 clusters Score -1.072166e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -10721666.000000 Penalty: 3694.356934
	Iteration 244Q: 3 clusters Score -1.072167e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -10721677.000000 Penalty: 3694.356934
	Iteration 245Q: 3 clusters Score -1.072168e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -10721673.000000 Penalty: 3694.356934
	Iteration 246Q: 3 clusters Score -1.072167e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -10721675.000000 Penalty: 3694.356934
	Iteration 247Q: 3 clusters Score -1.072168e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -10721695.000000 Penalty: 3694.356934
	Iteration 248Q: 3 clusters Score -1.07217e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -10721695.000000 Penalty: 3694.356934
	Iteration 249Q: 3 clusters Score -1.07217e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -10721712.000000 Penalty: 3694.356934
	Iteration 250Q: 3 clusters Score -1.072171e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -10721699.000000 Penalty: 3694.356934
	Iteration 251Q: 3 clusters Score -1.07217e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -10721715.000000 Penalty: 3694.356934
	Iteration 252Q: 3 clusters Score -1.072172e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -10721695.000000 Penalty: 3694.356934
	Iteration 253Q: 3 clusters Score -1.07217e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -10721718.000000 Penalty: 3694.356934
	Iteration 254Q: 3 clusters Score -1.072172e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -10721710.000000 Penalty: 3694.356934
	Iteration 255Q: 3 clusters Score -1.072171e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -10721705.000000 Penalty: 3694.356934
	Iteration 256Q: 3 clusters Score -1.07217e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -10721717.000000 Penalty: 3694.356934
	Iteration 257Q: 3 clusters Score -1.072172e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -10721713.000000 Penalty: 3694.356934
	Iteration 258Q: 3 clusters Score -1.072171e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -10721695.000000 Penalty: 3694.356934
	Iteration 259Q: 3 clusters Score -1.07217e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -10721697.000000 Penalty: 3694.356934
	Iteration 260F: 3 clusters Score -1.07217e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -10721692.000000 Penalty: 3694.356934
	Iteration 261Q: 3 clusters Score -1.072169e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -10721699.000000 Penalty: 3694.356934
	Iteration 262Q: 3 clusters Score -1.07217e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -10721679.000000 Penalty: 3694.356934
	Iteration 263Q: 3 clusters Score -1.072168e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -10721669.000000 Penalty: 3694.356934
	Iteration 264Q: 3 clusters Score -1.072167e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -10721703.000000 Penalty: 3694.356934
	Iteration 265Q: 3 clusters Score -1.07217e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -10721702.000000 Penalty: 3694.356934
	Iteration 266Q: 3 clusters Score -1.07217e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -10721708.000000 Penalty: 3694.356934
	Iteration 267Q: 3 clusters Score -1.072171e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -10721712.000000 Penalty: 3694.356934
	Iteration 268Q: 3 clusters Score -1.072171e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -10721718.000000 Penalty: 3694.356934
	Iteration 269Q: 3 clusters Score -1.072172e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -10721711.000000 Penalty: 3694.356934
	Iteration 270Q: 3 clusters Score -1.072171e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -10721720.000000 Penalty: 3694.356934
	Iteration 271Q: 3 clusters Score -1.072172e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -10721732.000000 Penalty: 3694.356934
	Iteration 272Q: 3 clusters Score -1.072173e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -10721732.000000 Penalty: 3694.356934
	Iteration 273Q: 3 clusters Score -1.072173e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -10721738.000000 Penalty: 3694.356934
	Iteration 274Q: 3 clusters Score -1.072174e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -10721742.000000 Penalty: 3694.356934
	Iteration 275Q: 3 clusters Score -1.072174e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -10721760.000000 Penalty: 3694.356934
	Iteration 276Q: 3 clusters Score -1.072176e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -10721756.000000 Penalty: 3694.356934
	Iteration 277Q: 3 clusters Score -1.072176e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -10721732.000000 Penalty: 3694.356934
	Iteration 278Q: 3 clusters Score -1.072173e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -10721726.000000 Penalty: 3694.356934
	Iteration 279Q: 3 clusters Score -1.072173e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60287 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -10721735.000000 Penalty: 3694.356934
	Iteration 280F: 3 clusters Score -1.072174e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -10721733.000000 Penalty: 3694.356934
	Iteration 281Q: 3 clusters Score -1.072173e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -10721763.000000 Penalty: 3694.356934
	Iteration 282Q: 3 clusters Score -1.072176e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -10721781.000000 Penalty: 3694.356934
	Iteration 283Q: 3 clusters Score -1.072178e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -10721795.000000 Penalty: 3694.356934
	Iteration 284Q: 3 clusters Score -1.07218e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -10721798.000000 Penalty: 3694.356934
	Iteration 285Q: 3 clusters Score -1.07218e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -10721797.000000 Penalty: 3694.356934
	Iteration 286Q: 3 clusters Score -1.07218e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -10721800.000000 Penalty: 3694.356934
	Iteration 287Q: 3 clusters Score -1.07218e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -10721801.000000 Penalty: 3694.356934
	Iteration 288Q: 3 clusters Score -1.07218e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -10721789.000000 Penalty: 3694.356934
	Iteration 289Q: 3 clusters Score -1.072179e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61296 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -10721783.000000 Penalty: 3694.356934
	Iteration 290Q: 3 clusters Score -1.072178e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -10721790.000000 Penalty: 3694.356934
	Iteration 291Q: 3 clusters Score -1.072179e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -10721791.000000 Penalty: 3694.356934
	Iteration 292Q: 3 clusters Score -1.072179e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -10721800.000000 Penalty: 3694.356934
	Iteration 293Q: 3 clusters Score -1.07218e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -10721803.000000 Penalty: 3694.356934
	Iteration 294Q: 3 clusters Score -1.07218e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -10721798.000000 Penalty: 3694.356934
	Iteration 295Q: 3 clusters Score -1.07218e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -10721800.000000 Penalty: 3694.356934
	Iteration 296Q: 3 clusters Score -1.07218e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -10721778.000000 Penalty: 3694.356934
	Iteration 297Q: 3 clusters Score -1.072178e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -10721780.000000 Penalty: 3694.356934
	Iteration 298Q: 3 clusters Score -1.072178e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -10721806.000000 Penalty: 3694.356934
	Iteration 299Q: 3 clusters Score -1.072181e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -10721824.000000 Penalty: 3694.356934
	Iteration 300F: 3 clusters Score -1.072182e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -10721850.000000 Penalty: 3694.356934
	Iteration 301Q: 3 clusters Score -1.072185e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -10721878.000000 Penalty: 3694.356934
	Iteration 302Q: 3 clusters Score -1.072188e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -10721895.000000 Penalty: 3694.356934
	Iteration 303Q: 3 clusters Score -1.07219e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -10721911.000000 Penalty: 3694.356934
	Iteration 304Q: 3 clusters Score -1.072191e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -10721921.000000 Penalty: 3694.356934
	Iteration 305Q: 3 clusters Score -1.072192e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -10721952.000000 Penalty: 3694.356934
	Iteration 306Q: 3 clusters Score -1.072195e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -10721946.000000 Penalty: 3694.356934
	Iteration 307Q: 3 clusters Score -1.072195e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -10721941.000000 Penalty: 3694.356934
	Iteration 308Q: 3 clusters Score -1.072194e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -10721946.000000 Penalty: 3694.356934
	Iteration 309Q: 3 clusters Score -1.072195e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -10721967.000000 Penalty: 3694.356934
	Iteration 310Q: 3 clusters Score -1.072197e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -10721951.000000 Penalty: 3694.356934
	Iteration 311Q: 3 clusters Score -1.072195e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -10721970.000000 Penalty: 3694.356934
	Iteration 312Q: 3 clusters Score -1.072197e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -10721966.000000 Penalty: 3694.356934
	Iteration 313Q: 3 clusters Score -1.072197e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -10721967.000000 Penalty: 3694.356934
	Iteration 314Q: 3 clusters Score -1.072197e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -10721971.000000 Penalty: 3694.356934
	Iteration 315Q: 3 clusters Score -1.072197e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -10721991.000000 Penalty: 3694.356934
	Iteration 316Q: 3 clusters Score -1.072199e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -10721989.000000 Penalty: 3694.356934
	Iteration 317Q: 3 clusters Score -1.072199e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -10721992.000000 Penalty: 3694.356934
	Iteration 318Q: 3 clusters Score -1.072199e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -10722016.000000 Penalty: 3694.356934
	Iteration 319Q: 3 clusters Score -1.072202e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -10722049.000000 Penalty: 3694.356934
	Iteration 320F: 3 clusters Score -1.072205e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -10722069.000000 Penalty: 3694.356934
	Iteration 321Q: 3 clusters Score -1.072207e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -10722052.000000 Penalty: 3694.356934
	Iteration 322Q: 3 clusters Score -1.072205e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -10722075.000000 Penalty: 3694.356934
	Iteration 323Q: 3 clusters Score -1.072208e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -10722074.000000 Penalty: 3694.356934
	Iteration 324Q: 3 clusters Score -1.072207e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -10722078.000000 Penalty: 3694.356934
	Iteration 325Q: 3 clusters Score -1.072208e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -10722082.000000 Penalty: 3694.356934
	Iteration 326Q: 3 clusters Score -1.072208e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -10722086.000000 Penalty: 3694.356934
	Iteration 327Q: 3 clusters Score -1.072209e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67469 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -10722112.000000 Penalty: 3694.356934
	Iteration 328Q: 3 clusters Score -1.072211e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -10722118.000000 Penalty: 3694.356934
	Iteration 329Q: 3 clusters Score -1.072212e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -10722119.000000 Penalty: 3694.356934
	Iteration 330Q: 3 clusters Score -1.072212e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -10722109.000000 Penalty: 3694.356934
	Iteration 331Q: 3 clusters Score -1.072211e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -10722126.000000 Penalty: 3694.356934
	Iteration 332Q: 3 clusters Score -1.072213e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -10722141.000000 Penalty: 3694.356934
	Iteration 333Q: 3 clusters Score -1.072214e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -10722169.000000 Penalty: 3694.356934
	Iteration 334Q: 3 clusters Score -1.072217e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -10722201.000000 Penalty: 3694.356934
	Iteration 335Q: 3 clusters Score -1.07222e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -10722238.000000 Penalty: 3694.356934
	Iteration 336Q: 3 clusters Score -1.072224e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -10722249.000000 Penalty: 3694.356934
	Iteration 337Q: 3 clusters Score -1.072225e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -10722290.000000 Penalty: 3694.356934
	Iteration 338Q: 3 clusters Score -1.072229e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -10722298.000000 Penalty: 3694.356934
	Iteration 339Q: 3 clusters Score -1.07223e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -10722326.000000 Penalty: 3694.356934
	Iteration 340F: 3 clusters Score -1.072233e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -10722342.000000 Penalty: 3694.356934
	Iteration 341Q: 3 clusters Score -1.072234e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -10722358.000000 Penalty: 3694.356934
	Iteration 342Q: 3 clusters Score -1.072236e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -10722373.000000 Penalty: 3694.356934
	Iteration 343Q: 3 clusters Score -1.072237e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -10722406.000000 Penalty: 3694.356934
	Iteration 344Q: 3 clusters Score -1.072241e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -10722398.000000 Penalty: 3694.356934
	Iteration 345Q: 3 clusters Score -1.07224e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -10722408.000000 Penalty: 3694.356934
	Iteration 346Q: 3 clusters Score -1.072241e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70819 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -10722451.000000 Penalty: 3694.356934
	Iteration 347Q: 3 clusters Score -1.072245e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -10722447.000000 Penalty: 3694.356934
	Iteration 348Q: 3 clusters Score -1.072245e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -10722436.000000 Penalty: 3694.356934
	Iteration 349Q: 3 clusters Score -1.072244e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -10722412.000000 Penalty: 3694.356934
	Iteration 350Q: 3 clusters Score -1.072241e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71584 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -10722433.000000 Penalty: 3694.356934
	Iteration 351Q: 3 clusters Score -1.072243e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -10722435.000000 Penalty: 3694.356934
	Iteration 352Q: 3 clusters Score -1.072244e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -10722457.000000 Penalty: 3694.356934
	Iteration 353Q: 3 clusters Score -1.072246e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -10722479.000000 Penalty: 3694.356934
	Iteration 354Q: 3 clusters Score -1.072248e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -10722525.000000 Penalty: 3694.356934
	Iteration 355Q: 3 clusters Score -1.072252e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -10722533.000000 Penalty: 3694.356934
	Iteration 356Q: 3 clusters Score -1.072253e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -10722545.000000 Penalty: 3694.356934
	Iteration 357Q: 3 clusters Score -1.072254e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -10722559.000000 Penalty: 3694.356934
	Iteration 358Q: 3 clusters Score -1.072256e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -10722555.000000 Penalty: 3694.356934
	Iteration 359Q: 3 clusters Score -1.072256e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -10722578.000000 Penalty: 3694.356934
	Iteration 360F: 3 clusters Score -1.072258e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -10722600.000000 Penalty: 3694.356934
	Iteration 361Q: 3 clusters Score -1.07226e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -10722625.000000 Penalty: 3694.356934
	Iteration 362Q: 3 clusters Score -1.072262e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -10722665.000000 Penalty: 3694.356934
	Iteration 363Q: 3 clusters Score -1.072266e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -10722696.000000 Penalty: 3694.356934
	Iteration 364Q: 3 clusters Score -1.07227e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -10722732.000000 Penalty: 3694.356934
	Iteration 365Q: 3 clusters Score -1.072273e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -10722781.000000 Penalty: 3694.356934
	Iteration 366Q: 3 clusters Score -1.072278e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -10722775.000000 Penalty: 3694.356934
	Iteration 367Q: 3 clusters Score -1.072278e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74578 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -10722804.000000 Penalty: 3694.356934
	Iteration 368Q: 3 clusters Score -1.07228e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -10722845.000000 Penalty: 3694.356934
	Iteration 369Q: 3 clusters Score -1.072284e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -10722891.000000 Penalty: 3694.356934
	Iteration 370Q: 3 clusters Score -1.072289e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -10722915.000000 Penalty: 3694.356934
	Iteration 371Q: 3 clusters Score -1.072292e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -10722981.000000 Penalty: 3694.356934
	Iteration 372Q: 3 clusters Score -1.072298e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -10723033.000000 Penalty: 3694.356934
	Iteration 373Q: 3 clusters Score -1.072303e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -10723124.000000 Penalty: 3694.356934
	Iteration 374Q: 3 clusters Score -1.072312e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -10723199.000000 Penalty: 3694.356934
	Iteration 375Q: 3 clusters Score -1.07232e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -10723261.000000 Penalty: 3694.356934
	Iteration 376Q: 3 clusters Score -1.072326e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -10723368.000000 Penalty: 3694.356934
	Iteration 377Q: 3 clusters Score -1.072337e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -10723470.000000 Penalty: 3694.356934
	Iteration 378Q: 3 clusters Score -1.072347e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -10723496.000000 Penalty: 3694.356934
	Iteration 379Q: 3 clusters Score -1.07235e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -10723576.000000 Penalty: 3694.356934
	Iteration 380F: 3 clusters Score -1.072358e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -10723679.000000 Penalty: 3694.356934
	Iteration 381Q: 3 clusters Score -1.072368e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -10723703.000000 Penalty: 3694.356934
	Iteration 382Q: 3 clusters Score -1.07237e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -10723763.000000 Penalty: 3694.356934
	Iteration 383Q: 3 clusters Score -1.072376e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -10723798.000000 Penalty: 3694.356934
	Iteration 384Q: 3 clusters Score -1.07238e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -10723838.000000 Penalty: 3694.356934
	Iteration 385Q: 3 clusters Score -1.072384e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -10723881.000000 Penalty: 3694.356934
	Iteration 386Q: 3 clusters Score -1.072388e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -10723883.000000 Penalty: 3694.356934
	Iteration 387Q: 3 clusters Score -1.072388e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -10723901.000000 Penalty: 3694.356934
	Iteration 388Q: 3 clusters Score -1.07239e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -10723955.000000 Penalty: 3694.356934
	Iteration 389Q: 3 clusters Score -1.072396e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -10723983.000000 Penalty: 3694.356934
	Iteration 390Q: 3 clusters Score -1.072398e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -10724002.000000 Penalty: 3694.356934
	Iteration 391Q: 3 clusters Score -1.0724e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -10724056.000000 Penalty: 3694.356934
	Iteration 392Q: 3 clusters Score -1.072406e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -10724082.000000 Penalty: 3694.356934
	Iteration 393Q: 3 clusters Score -1.072408e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -10724088.000000 Penalty: 3694.356934
	Iteration 394Q: 3 clusters Score -1.072409e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -10724088.000000 Penalty: 3694.356934
	Iteration 395Q: 3 clusters Score -1.072409e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -10724134.000000 Penalty: 3694.356934
	Iteration 396Q: 3 clusters Score -1.072413e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -10724122.000000 Penalty: 3694.356934
	Iteration 397Q: 3 clusters Score -1.072412e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -10724105.000000 Penalty: 3694.356934
	Iteration 398Q: 3 clusters Score -1.07241e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -10724078.000000 Penalty: 3694.356934
	Iteration 399Q: 3 clusters Score -1.072408e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -10724075.000000 Penalty: 3694.356934
	Iteration 400F: 3 clusters Score -1.072408e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -10724051.000000 Penalty: 3694.356934
	Iteration 401Q: 3 clusters Score -1.072405e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -10724038.000000 Penalty: 3694.356934
	Iteration 402Q: 3 clusters Score -1.072404e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -10724050.000000 Penalty: 3694.356934
	Iteration 403Q: 3 clusters Score -1.072405e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -10724056.000000 Penalty: 3694.356934
	Iteration 404Q: 3 clusters Score -1.072406e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -10724081.000000 Penalty: 3694.356934
	Iteration 405Q: 3 clusters Score -1.072408e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -10724069.000000 Penalty: 3694.356934
	Iteration 406Q: 3 clusters Score -1.072407e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82829 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -10724079.000000 Penalty: 3694.356934
	Iteration 407Q: 3 clusters Score -1.072408e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -10724086.000000 Penalty: 3694.356934
	Iteration 408Q: 3 clusters Score -1.072409e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -10724076.000000 Penalty: 3694.356934
	Iteration 409Q: 3 clusters Score -1.072408e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -10724069.000000 Penalty: 3694.356934
	Iteration 410Q: 3 clusters Score -1.072407e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -10724097.000000 Penalty: 3694.356934
	Iteration 411Q: 3 clusters Score -1.07241e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -10724084.000000 Penalty: 3694.356934
	Iteration 412Q: 3 clusters Score -1.072408e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -10724055.000000 Penalty: 3694.356934
	Iteration 413Q: 3 clusters Score -1.072406e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -10724039.000000 Penalty: 3694.356934
	Iteration 414Q: 3 clusters Score -1.072404e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -10724023.000000 Penalty: 3694.356934
	Iteration 415Q: 3 clusters Score -1.072402e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -10724008.000000 Penalty: 3694.356934
	Iteration 416Q: 3 clusters Score -1.072401e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -10724023.000000 Penalty: 3694.356934
	Iteration 417Q: 3 clusters Score -1.072402e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -10724022.000000 Penalty: 3694.356934
	Iteration 418Q: 3 clusters Score -1.072402e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -10724016.000000 Penalty: 3694.356934
	Iteration 419Q: 3 clusters Score -1.072402e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -10724004.000000 Penalty: 3694.356934
	Iteration 420F: 3 clusters Score -1.0724e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -10724001.000000 Penalty: 3694.356934
	Iteration 421Q: 3 clusters Score -1.0724e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84186 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -10723979.000000 Penalty: 3694.356934
	Iteration 422Q: 3 clusters Score -1.072398e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -10723976.000000 Penalty: 3694.356934
	Iteration 423Q: 3 clusters Score -1.072398e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -10723966.000000 Penalty: 3694.356934
	Iteration 424Q: 3 clusters Score -1.072397e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -10723943.000000 Penalty: 3694.356934
	Iteration 425Q: 3 clusters Score -1.072394e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -10723927.000000 Penalty: 3694.356934
	Iteration 426Q: 3 clusters Score -1.072393e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -10723907.000000 Penalty: 3694.356934
	Iteration 427Q: 3 clusters Score -1.072391e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84435 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -10723910.000000 Penalty: 3694.356934
	Iteration 428Q: 3 clusters Score -1.072391e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -10723900.000000 Penalty: 3694.356934
	Iteration 429Q: 3 clusters Score -1.07239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10723876.000000 Penalty: 3694.356934
	Iteration 430Q: 3 clusters Score -1.072388e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10723870.000000 Penalty: 3694.356934
	Iteration 431Q: 3 clusters Score -1.072387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -10723870.000000 Penalty: 3694.356934
	Iteration 432Q: 3 clusters Score -1.072387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -10723862.000000 Penalty: 3694.356934
	Iteration 433Q: 3 clusters Score -1.072386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10723872.000000 Penalty: 3694.356934
	Iteration 434Q: 3 clusters Score -1.072387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -10723856.000000 Penalty: 3694.356934
	Iteration 435Q: 3 clusters Score -1.072386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10723851.000000 Penalty: 3694.356934
	Iteration 436Q: 3 clusters Score -1.072385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84581 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10723849.000000 Penalty: 3694.356934
	Iteration 437Q: 3 clusters Score -1.072385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84592 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -10723842.000000 Penalty: 3694.356934
	Iteration 438Q: 3 clusters Score -1.072384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84606 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -10723842.000000 Penalty: 3694.356934
	Iteration 439Q: 3 clusters Score -1.072384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10723833.000000 Penalty: 3694.356934
	Iteration 440F: 3 clusters Score -1.072383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -10723849.000000 Penalty: 3694.356934
	Iteration 441Q: 3 clusters Score -1.072385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -10723847.000000 Penalty: 3694.356934
	Iteration 442Q: 3 clusters Score -1.072385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -10723847.000000 Penalty: 3694.356934
	Iteration 443Q: 3 clusters Score -1.072385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10723844.000000 Penalty: 3694.356934
	Iteration 444Q: 3 clusters Score -1.072384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -10723849.000000 Penalty: 3694.356934
	Iteration 445Q: 3 clusters Score -1.072385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -10723844.000000 Penalty: 3694.356934
	Iteration 446Q: 3 clusters Score -1.072384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -10723848.000000 Penalty: 3694.356934
	Iteration 447Q: 3 clusters Score -1.072385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10723836.000000 Penalty: 3694.356934
	Iteration 448Q: 3 clusters Score -1.072384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -10723829.000000 Penalty: 3694.356934
	Iteration 449Q: 3 clusters Score -1.072383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84690 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10723829.000000 Penalty: 3694.356934
	Iteration 450Q: 3 clusters Score -1.072383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84695 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10723825.000000 Penalty: 3694.356934
	Iteration 451Q: 3 clusters Score -1.072382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10723824.000000 Penalty: 3694.356934
	Iteration 452Q: 3 clusters Score -1.072382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84702 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -10723826.000000 Penalty: 3694.356934
	Iteration 453Q: 3 clusters Score -1.072383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10723828.000000 Penalty: 3694.356934
	Iteration 454Q: 3 clusters Score -1.072383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10723833.000000 Penalty: 3694.356934
	Iteration 455Q: 3 clusters Score -1.072383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10723833.000000 Penalty: 3694.356934
	Iteration 456F: 3 clusters Score -1.072383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (119414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Entering Unmasked Estep 
Score: -14831721.000000 Penalty: 1899.682129
	Iteration 0F: 2 clusters Score -1.483172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -14757172.000000 Penalty: 3799.364258
	Iteration 0F: 3 clusters Score -1.475717e+07 nChanged 57289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -14791255.000000 Penalty: 3799.364258
	Iteration 1F: 3 clusters Score -1.479126e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -14792401.000000 Penalty: 3799.364258
	Iteration 2Q: 3 clusters Score -1.47924e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -14794103.000000 Penalty: 3799.364258
	Iteration 3Q: 3 clusters Score -1.47941e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -14797013.000000 Penalty: 3799.364258
	Iteration 4Q: 3 clusters Score -1.479701e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -14801645.000000 Penalty: 3799.364258
	Iteration 5F: 3 clusters Score -1.480164e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -14807835.000000 Penalty: 3799.364258
	Iteration 6F: 3 clusters Score -1.480784e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83274 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -14813476.000000 Penalty: 3799.364258
	Iteration 7F: 3 clusters Score -1.481348e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85857 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -14816776.000000 Penalty: 3799.364258
	Iteration 8Q: 3 clusters Score -1.481678e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -14818192.000000 Penalty: 3799.364258
	Iteration 9Q: 3 clusters Score -1.481819e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -14819056.000000 Penalty: 3799.364258
	Iteration 10Q: 3 clusters Score -1.481906e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -14819887.000000 Penalty: 3799.364258
	Iteration 11Q: 3 clusters Score -1.481989e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -14820837.000000 Penalty: 3799.364258
	Iteration 12Q: 3 clusters Score -1.482084e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -14821757.000000 Penalty: 3799.364258
	Iteration 13Q: 3 clusters Score -1.482176e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100100 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -14822655.000000 Penalty: 3799.364258
	Iteration 14Q: 3 clusters Score -1.482266e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -14823639.000000 Penalty: 3799.364258
	Iteration 15Q: 3 clusters Score -1.482364e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104324 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -14824537.000000 Penalty: 3799.364258
	Iteration 16Q: 3 clusters Score -1.482454e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -14825394.000000 Penalty: 3799.364258
	Iteration 17Q: 3 clusters Score -1.482539e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108001 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -14826191.000000 Penalty: 3799.364258
	Iteration 18Q: 3 clusters Score -1.482619e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -14826970.000000 Penalty: 3799.364258
	Iteration 19Q: 3 clusters Score -1.482697e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -14827525.000000 Penalty: 3799.364258
	Iteration 20F: 3 clusters Score -1.482752e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111964 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -14828115.000000 Penalty: 3799.364258
	Iteration 21Q: 3 clusters Score -1.482812e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112914 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -14828646.000000 Penalty: 3799.364258
	Iteration 22Q: 3 clusters Score -1.482865e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113691 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -14829020.000000 Penalty: 3799.364258
	Iteration 23Q: 3 clusters Score -1.482902e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114346 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -14829381.000000 Penalty: 3799.364258
	Iteration 24Q: 3 clusters Score -1.482938e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114861 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -14829662.000000 Penalty: 3799.364258
	Iteration 25Q: 3 clusters Score -1.482966e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -14829829.000000 Penalty: 3799.364258
	Iteration 26Q: 3 clusters Score -1.482983e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115676 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -14830044.000000 Penalty: 3799.364258
	Iteration 27Q: 3 clusters Score -1.483004e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115983 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -14830228.000000 Penalty: 3799.364258
	Iteration 28Q: 3 clusters Score -1.483023e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116214 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -14830314.000000 Penalty: 3799.364258
	Iteration 29Q: 3 clusters Score -1.483031e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -14830381.000000 Penalty: 3799.364258
	Iteration 30Q: 3 clusters Score -1.483038e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116541 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -14830467.000000 Penalty: 3799.364258
	Iteration 31Q: 3 clusters Score -1.483047e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116683 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -14830508.000000 Penalty: 3799.364258
	Iteration 32Q: 3 clusters Score -1.483051e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116787 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -14830538.000000 Penalty: 3799.364258
	Iteration 33Q: 3 clusters Score -1.483054e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116884 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -14830534.000000 Penalty: 3799.364258
	Iteration 34Q: 3 clusters Score -1.483053e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116962 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14830559.000000 Penalty: 3799.364258
	Iteration 35Q: 3 clusters Score -1.483056e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117029 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -14830567.000000 Penalty: 3799.364258
	Iteration 36Q: 3 clusters Score -1.483057e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117081 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -14830585.000000 Penalty: 3799.364258
	Iteration 37Q: 3 clusters Score -1.483058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117130 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -14830570.000000 Penalty: 3799.364258
	Iteration 38Q: 3 clusters Score -1.483057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -14830574.000000 Penalty: 3799.364258
	Iteration 39Q: 3 clusters Score -1.483057e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117198 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -14830586.000000 Penalty: 3799.364258
	Iteration 40F: 3 clusters Score -1.483059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117224 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -14830573.000000 Penalty: 3799.364258
	Iteration 41Q: 3 clusters Score -1.483057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117245 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -14830573.000000 Penalty: 3799.364258
	Iteration 42Q: 3 clusters Score -1.483057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -14830570.000000 Penalty: 3799.364258
	Iteration 43Q: 3 clusters Score -1.483057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -14830577.000000 Penalty: 3799.364258
	Iteration 44Q: 3 clusters Score -1.483058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117310 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -14830580.000000 Penalty: 3799.364258
	Iteration 45Q: 3 clusters Score -1.483058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117332 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -14830601.000000 Penalty: 3799.364258
	Iteration 46Q: 3 clusters Score -1.48306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117357 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -14830595.000000 Penalty: 3799.364258
	Iteration 47Q: 3 clusters Score -1.48306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -14830595.000000 Penalty: 3799.364258
	Iteration 48Q: 3 clusters Score -1.48306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117401 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -14830614.000000 Penalty: 3799.364258
	Iteration 49Q: 3 clusters Score -1.483061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117424 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -14830602.000000 Penalty: 3799.364258
	Iteration 50Q: 3 clusters Score -1.48306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117440 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -14830624.000000 Penalty: 3799.364258
	Iteration 51Q: 3 clusters Score -1.483062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117453 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -14830629.000000 Penalty: 3799.364258
	Iteration 52Q: 3 clusters Score -1.483063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -14830624.000000 Penalty: 3799.364258
	Iteration 53Q: 3 clusters Score -1.483062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117465 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -14830611.000000 Penalty: 3799.364258
	Iteration 54Q: 3 clusters Score -1.483061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117468 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -14830612.000000 Penalty: 3799.364258
	Iteration 55Q: 3 clusters Score -1.483061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117473 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -14830621.000000 Penalty: 3799.364258
	Iteration 56Q: 3 clusters Score -1.483062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117475 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -14830623.000000 Penalty: 3799.364258
	Iteration 57Q: 3 clusters Score -1.483062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117480 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -14830626.000000 Penalty: 3799.364258
	Iteration 58Q: 3 clusters Score -1.483063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117487 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -14830628.000000 Penalty: 3799.364258
	Iteration 59Q: 3 clusters Score -1.483063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117501 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -14830630.000000 Penalty: 3799.364258
	Iteration 60F: 3 clusters Score -1.483063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117514 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -14830641.000000 Penalty: 3799.364258
	Iteration 61Q: 3 clusters Score -1.483064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117530 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -14830627.000000 Penalty: 3799.364258
	Iteration 62Q: 3 clusters Score -1.483063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117545 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -14830632.000000 Penalty: 3799.364258
	Iteration 63Q: 3 clusters Score -1.483063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117554 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -14830623.000000 Penalty: 3799.364258
	Iteration 64Q: 3 clusters Score -1.483062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117563 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -14830638.000000 Penalty: 3799.364258
	Iteration 65Q: 3 clusters Score -1.483064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117574 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -14830628.000000 Penalty: 3799.364258
	Iteration 66Q: 3 clusters Score -1.483063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117586 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -14830622.000000 Penalty: 3799.364258
	Iteration 67Q: 3 clusters Score -1.483062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117598 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -14830634.000000 Penalty: 3799.364258
	Iteration 68Q: 3 clusters Score -1.483063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117607 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -14830640.000000 Penalty: 3799.364258
	Iteration 69Q: 3 clusters Score -1.483064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117613 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -14830628.000000 Penalty: 3799.364258
	Iteration 70Q: 3 clusters Score -1.483063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117619 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -14830624.000000 Penalty: 3799.364258
	Iteration 71Q: 3 clusters Score -1.483062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117625 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -14830627.000000 Penalty: 3799.364258
	Iteration 72Q: 3 clusters Score -1.483063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117629 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -14830634.000000 Penalty: 3799.364258
	Iteration 73Q: 3 clusters Score -1.483063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117632 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -14830628.000000 Penalty: 3799.364258
	Iteration 74Q: 3 clusters Score -1.483063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117639 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -14830620.000000 Penalty: 3799.364258
	Iteration 75Q: 3 clusters Score -1.483062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117641 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -14830619.000000 Penalty: 3799.364258
	Iteration 76Q: 3 clusters Score -1.483062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117643 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -14830616.000000 Penalty: 3799.364258
	Iteration 77Q: 3 clusters Score -1.483062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117644 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -14830628.000000 Penalty: 3799.364258
	Iteration 78Q: 3 clusters Score -1.483063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117644 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -14830628.000000 Penalty: 3799.364258
	Iteration 79F: 3 clusters Score -1.483063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Entering Unmasked Estep 
Score: -215664.296875 Penalty: 1224.485718
	Iteration 0F: 2 clusters Score -215664.3 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 938 members 
Entering Unmasked Estep 
Score: -213658.796875 Penalty: 2448.971436
	Iteration 0F: 3 clusters Score -213658.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -214140.750000 Penalty: 2448.971436
	Iteration 1F: 3 clusters Score -214140.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -214331.984375 Penalty: 2448.971436
	Iteration 2F: 3 clusters Score -214332 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -214523.140625 Penalty: 2448.971436
	Iteration 3F: 3 clusters Score -214523.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -214724.875000 Penalty: 2448.971436
	Iteration 4F: 3 clusters Score -214724.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -214946.312500 Penalty: 2448.971436
	Iteration 5F: 3 clusters Score -214946.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -215142.250000 Penalty: 2448.971436
	Iteration 6F: 3 clusters Score -215142.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -215261.359375 Penalty: 2448.971436
	Iteration 7Q: 3 clusters Score -215261.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -215310.953125 Penalty: 2448.971436
	Iteration 8Q: 3 clusters Score -215311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -215366.171875 Penalty: 2448.971436
	Iteration 9Q: 3 clusters Score -215366.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -215412.125000 Penalty: 2448.971436
	Iteration 10Q: 3 clusters Score -215412.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -215455.546875 Penalty: 2448.971436
	Iteration 11Q: 3 clusters Score -215455.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -215483.312500 Penalty: 2448.971436
	Iteration 12Q: 3 clusters Score -215483.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -215509.156250 Penalty: 2448.971436
	Iteration 13Q: 3 clusters Score -215509.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -215516.015625 Penalty: 2448.971436
	Iteration 14Q: 3 clusters Score -215516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -215522.046875 Penalty: 2448.971436
	Iteration 15Q: 3 clusters Score -215522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -215523.937500 Penalty: 2448.971436
	Iteration 16Q: 3 clusters Score -215523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -215524.968750 Penalty: 2448.971436
	Iteration 17Q: 3 clusters Score -215525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -215525.906250 Penalty: 2448.971436
	Iteration 18Q: 3 clusters Score -215525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -215528.078125 Penalty: 2448.971436
	Iteration 19Q: 3 clusters Score -215528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -215529.000000 Penalty: 2448.971436
	Iteration 20F: 3 clusters Score -215529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -215529.328125 Penalty: 2448.971436
	Iteration 21Q: 3 clusters Score -215529.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -215529.328125 Penalty: 2448.971436
	Iteration 22F: 3 clusters Score -215529.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -457392.281250 Penalty: 1348.188843
	Iteration 0F: 2 clusters Score -457392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -454124.843750 Penalty: 2696.377686
	Iteration 0F: 3 clusters Score -454124.8 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -455386.843750 Penalty: 2696.377686
	Iteration 1F: 3 clusters Score -455386.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -456153.781250 Penalty: 2696.377686
	Iteration 2F: 3 clusters Score -456153.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -456762.093750 Penalty: 2696.377686
	Iteration 3F: 3 clusters Score -456762.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -457104.906250 Penalty: 2696.377686
	Iteration 4F: 3 clusters Score -457104.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -457247.968750 Penalty: 2696.377686
	Iteration 5Q: 3 clusters Score -457248 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -457313.437500 Penalty: 2696.377686
	Iteration 6Q: 3 clusters Score -457313.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -457351.843750 Penalty: 2696.377686
	Iteration 7Q: 3 clusters Score -457351.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -457372.843750 Penalty: 2696.377686
	Iteration 8Q: 3 clusters Score -457372.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -457387.906250 Penalty: 2696.377686
	Iteration 9Q: 3 clusters Score -457387.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -457396.906250 Penalty: 2696.377686
	Iteration 10Q: 3 clusters Score -457396.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -457400.343750 Penalty: 2696.377686
	Iteration 11Q: 3 clusters Score -457400.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -457402.125000 Penalty: 2696.377686
	Iteration 12Q: 3 clusters Score -457402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -457404.812500 Penalty: 2696.377686
	Iteration 13Q: 3 clusters Score -457404.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -457407.937500 Penalty: 2696.377686
	Iteration 14Q: 3 clusters Score -457407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -457410.062500 Penalty: 2696.377686
	Iteration 15Q: 3 clusters Score -457410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -457410.906250 Penalty: 2696.377686
	Iteration 16Q: 3 clusters Score -457410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -457410.531250 Penalty: 2696.377686
	Iteration 17Q: 3 clusters Score -457410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -457410.531250 Penalty: 2696.377686
	Iteration 18F: 3 clusters Score -457410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98058 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 96071 members 
Mstep: Class 4 contains 86444 members 
Mstep: Class 5 contains 119414 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21749 members 
Mstep: Class 11 contains 89339 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10054 members 
Mstep: Class 14 contains 8714 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98284 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 86760 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2756 members 
Mstep: Class 23 contains 38138 members 
Mstep: Class 24 contains 31377 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 6474 members 
Mstep: Class 28 contains 9248 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Mstep: Class 32 contains 2618 members 
Entering Unmasked Estep 
Score: -102236552.000000 Penalty: 70941.500000
Splitting cluster 7 changes total score from -102237272.000000 to -102236552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -22086.011719 Penalty: 902.355896
	Iteration 0F: 2 clusters Score -22086.01 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 124 members 
Entering Unmasked Estep 
Score: -21294.371094 Penalty: 1804.711792
	Iteration 0F: 3 clusters Score -21294.37 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21396.158203 Penalty: 1804.711792
	Iteration 1F: 3 clusters Score -21396.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21431.634766 Penalty: 1804.711792
	Iteration 2F: 3 clusters Score -21431.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21460.072266 Penalty: 1804.711792
	Iteration 3F: 3 clusters Score -21460.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21491.857422 Penalty: 1804.711792
	Iteration 4Q: 3 clusters Score -21491.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21513.648438 Penalty: 1804.711792
	Iteration 5Q: 3 clusters Score -21513.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21538.740234 Penalty: 1804.711792
	Iteration 6Q: 3 clusters Score -21538.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21556.533203 Penalty: 1804.711792
	Iteration 7Q: 3 clusters Score -21556.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21562.800781 Penalty: 1804.711792
	Iteration 8Q: 3 clusters Score -21562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21562.800781 Penalty: 1804.711792
	Iteration 9F: 3 clusters Score -21562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -44676.503906 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -44676.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43740.902344 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -43740.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44104.144531 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -44104.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44309.210938 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -44309.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44438.308594 Penalty: 2001.705933
	Iteration 3F: 3 clusters Score -44438.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44523.570312 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -44523.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44558.753906 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -44558.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44583.281250 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -44583.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44593.996094 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -44594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44601.292969 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -44601.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44602.683594 Penalty: 2001.705933
	Iteration 9Q: 3 clusters Score -44602.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44602.683594 Penalty: 2001.705933
	Iteration 10F: 3 clusters Score -44602.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Entering Unmasked Estep 
Score: -2697967.500000 Penalty: 1622.939941
	Iteration 0F: 2 clusters Score -2697968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2683099.750000 Penalty: 3245.879883
	Iteration 0F: 3 clusters Score -2683100 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2688611.750000 Penalty: 3245.879883
	Iteration 1F: 3 clusters Score -2688612 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2688963.500000 Penalty: 3245.879883
	Iteration 2Q: 3 clusters Score -2688964 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2689352.750000 Penalty: 3245.879883
	Iteration 3Q: 3 clusters Score -2689353 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2689906.500000 Penalty: 3245.879883
	Iteration 4Q: 3 clusters Score -2689906 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2690647.750000 Penalty: 3245.879883
	Iteration 5F: 3 clusters Score -2690648 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2691599.750000 Penalty: 3245.879883
	Iteration 6F: 3 clusters Score -2691600 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2692602.000000 Penalty: 3245.879883
	Iteration 7F: 3 clusters Score -2692602 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2693463.250000 Penalty: 3245.879883
	Iteration 8F: 3 clusters Score -2693463 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2694111.250000 Penalty: 3245.879883
	Iteration 9Q: 3 clusters Score -2694111 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2694470.250000 Penalty: 3245.879883
	Iteration 10Q: 3 clusters Score -2694470 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2694650.250000 Penalty: 3245.879883
	Iteration 11Q: 3 clusters Score -2694650 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2694783.500000 Penalty: 3245.879883
	Iteration 12Q: 3 clusters Score -2694784 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2694870.500000 Penalty: 3245.879883
	Iteration 13Q: 3 clusters Score -2694870 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2694983.000000 Penalty: 3245.879883
	Iteration 14Q: 3 clusters Score -2694983 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2695069.000000 Penalty: 3245.879883
	Iteration 15Q: 3 clusters Score -2695069 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2695153.250000 Penalty: 3245.879883
	Iteration 16Q: 3 clusters Score -2695153 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2695247.250000 Penalty: 3245.879883
	Iteration 17Q: 3 clusters Score -2695247 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2695334.250000 Penalty: 3245.879883
	Iteration 18Q: 3 clusters Score -2695334 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2695414.750000 Penalty: 3245.879883
	Iteration 19Q: 3 clusters Score -2695415 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2695477.750000 Penalty: 3245.879883
	Iteration 20F: 3 clusters Score -2695478 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2695545.750000 Penalty: 3245.879883
	Iteration 21Q: 3 clusters Score -2695546 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2695608.250000 Penalty: 3245.879883
	Iteration 22Q: 3 clusters Score -2695608 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2695652.750000 Penalty: 3245.879883
	Iteration 23Q: 3 clusters Score -2695653 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2695680.500000 Penalty: 3245.879883
	Iteration 24Q: 3 clusters Score -2695680 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2695726.250000 Penalty: 3245.879883
	Iteration 25Q: 3 clusters Score -2695726 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2695766.250000 Penalty: 3245.879883
	Iteration 26Q: 3 clusters Score -2695766 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2695796.250000 Penalty: 3245.879883
	Iteration 27Q: 3 clusters Score -2695796 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2695825.250000 Penalty: 3245.879883
	Iteration 28Q: 3 clusters Score -2695825 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2695857.500000 Penalty: 3245.879883
	Iteration 29Q: 3 clusters Score -2695858 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2695906.000000 Penalty: 3245.879883
	Iteration 30Q: 3 clusters Score -2695906 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2695944.250000 Penalty: 3245.879883
	Iteration 31Q: 3 clusters Score -2695944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2695985.000000 Penalty: 3245.879883
	Iteration 32Q: 3 clusters Score -2695985 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2696029.750000 Penalty: 3245.879883
	Iteration 33Q: 3 clusters Score -2696030 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2696062.000000 Penalty: 3245.879883
	Iteration 34Q: 3 clusters Score -2696062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2696095.750000 Penalty: 3245.879883
	Iteration 35Q: 3 clusters Score -2696096 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2696141.000000 Penalty: 3245.879883
	Iteration 36Q: 3 clusters Score -2696141 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2696177.500000 Penalty: 3245.879883
	Iteration 37Q: 3 clusters Score -2696178 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2696220.750000 Penalty: 3245.879883
	Iteration 38Q: 3 clusters Score -2696221 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2696261.500000 Penalty: 3245.879883
	Iteration 39Q: 3 clusters Score -2696262 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2696284.000000 Penalty: 3245.879883
	Iteration 40F: 3 clusters Score -2696284 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2696314.750000 Penalty: 3245.879883
	Iteration 41Q: 3 clusters Score -2696315 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2696330.750000 Penalty: 3245.879883
	Iteration 42Q: 3 clusters Score -2696331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2696351.250000 Penalty: 3245.879883
	Iteration 43Q: 3 clusters Score -2696351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2696363.250000 Penalty: 3245.879883
	Iteration 44Q: 3 clusters Score -2696363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2696373.250000 Penalty: 3245.879883
	Iteration 45Q: 3 clusters Score -2696373 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2696389.750000 Penalty: 3245.879883
	Iteration 46Q: 3 clusters Score -2696390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2696403.500000 Penalty: 3245.879883
	Iteration 47Q: 3 clusters Score -2696404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2696421.000000 Penalty: 3245.879883
	Iteration 48Q: 3 clusters Score -2696421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2696437.500000 Penalty: 3245.879883
	Iteration 49Q: 3 clusters Score -2696438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2696444.500000 Penalty: 3245.879883
	Iteration 50Q: 3 clusters Score -2696444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2696456.750000 Penalty: 3245.879883
	Iteration 51Q: 3 clusters Score -2696457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2696473.500000 Penalty: 3245.879883
	Iteration 52Q: 3 clusters Score -2696474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2696476.250000 Penalty: 3245.879883
	Iteration 53Q: 3 clusters Score -2696476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2696485.250000 Penalty: 3245.879883
	Iteration 54Q: 3 clusters Score -2696485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2696490.500000 Penalty: 3245.879883
	Iteration 55Q: 3 clusters Score -2696490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2696498.250000 Penalty: 3245.879883
	Iteration 56Q: 3 clusters Score -2696498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2696506.500000 Penalty: 3245.879883
	Iteration 57Q: 3 clusters Score -2696506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2696518.000000 Penalty: 3245.879883
	Iteration 58Q: 3 clusters Score -2696518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -2696522.000000 Penalty: 3245.879883
	Iteration 59Q: 3 clusters Score -2696522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2696533.000000 Penalty: 3245.879883
	Iteration 60F: 3 clusters Score -2696533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2696549.750000 Penalty: 3245.879883
	Iteration 61Q: 3 clusters Score -2696550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2696564.750000 Penalty: 3245.879883
	Iteration 62Q: 3 clusters Score -2696565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2696576.500000 Penalty: 3245.879883
	Iteration 63Q: 3 clusters Score -2696576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2696580.250000 Penalty: 3245.879883
	Iteration 64Q: 3 clusters Score -2696580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2696584.250000 Penalty: 3245.879883
	Iteration 65Q: 3 clusters Score -2696584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2696584.750000 Penalty: 3245.879883
	Iteration 66Q: 3 clusters Score -2696585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2696588.250000 Penalty: 3245.879883
	Iteration 67Q: 3 clusters Score -2696588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2696590.750000 Penalty: 3245.879883
	Iteration 68Q: 3 clusters Score -2696591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2696593.250000 Penalty: 3245.879883
	Iteration 69Q: 3 clusters Score -2696593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2696592.000000 Penalty: 3245.879883
	Iteration 70Q: 3 clusters Score -2696592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2696594.000000 Penalty: 3245.879883
	Iteration 71Q: 3 clusters Score -2696594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2696593.500000 Penalty: 3245.879883
	Iteration 72Q: 3 clusters Score -2696594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2696593.750000 Penalty: 3245.879883
	Iteration 73Q: 3 clusters Score -2696594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2696593.750000 Penalty: 3245.879883
	Iteration 74Q: 3 clusters Score -2696594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2696593.750000 Penalty: 3245.879883
	Iteration 75Q: 3 clusters Score -2696594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2696596.250000 Penalty: 3245.879883
	Iteration 76Q: 3 clusters Score -2696596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2696596.250000 Penalty: 3245.879883
	Iteration 77Q: 3 clusters Score -2696596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2696598.750000 Penalty: 3245.879883
	Iteration 78Q: 3 clusters Score -2696599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2696597.500000 Penalty: 3245.879883
	Iteration 79Q: 3 clusters Score -2696598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2696599.250000 Penalty: 3245.879883
	Iteration 80F: 3 clusters Score -2696599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2696601.000000 Penalty: 3245.879883
	Iteration 81Q: 3 clusters Score -2696601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2696601.000000 Penalty: 3245.879883
	Iteration 82F: 3 clusters Score -2696601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (89339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Entering Unmasked Estep 
Score: -11042702.000000 Penalty: 1852.531372
	Iteration 0F: 2 clusters Score -1.10427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -10983127.000000 Penalty: 3705.062744
	Iteration 0F: 3 clusters Score -1.098313e+07 nChanged 42905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -11007762.000000 Penalty: 3705.062744
	Iteration 1F: 3 clusters Score -1.100776e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -11008511.000000 Penalty: 3705.062744
	Iteration 2Q: 3 clusters Score -1.100851e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -11009480.000000 Penalty: 3705.062744
	Iteration 3Q: 3 clusters Score -1.100948e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -11011092.000000 Penalty: 3705.062744
	Iteration 4Q: 3 clusters Score -1.101109e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -11013888.000000 Penalty: 3705.062744
	Iteration 5F: 3 clusters Score -1.101389e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -11018233.000000 Penalty: 3705.062744
	Iteration 6F: 3 clusters Score -1.101823e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -11023792.000000 Penalty: 3705.062744
	Iteration 7F: 3 clusters Score -1.102379e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -11029485.000000 Penalty: 3705.062744
	Iteration 8F: 3 clusters Score -1.102948e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -11034125.000000 Penalty: 3705.062744
	Iteration 9F: 3 clusters Score -1.103412e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -11037693.000000 Penalty: 3705.062744
	Iteration 10Q: 3 clusters Score -1.103769e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 87241 members 
Entering Unmasked Estep 
Score: -11039476.000000 Penalty: 3705.062744
	Iteration 11Q: 3 clusters Score -1.103948e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 88294 members 
Entering Unmasked Estep 
Score: -11040370.000000 Penalty: 3705.062744
	Iteration 12Q: 3 clusters Score -1.104037e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -11040753.000000 Penalty: 3705.062744
	Iteration 13Q: 3 clusters Score -1.104075e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -11040942.000000 Penalty: 3705.062744
	Iteration 14Q: 3 clusters Score -1.104094e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -11041022.000000 Penalty: 3705.062744
	Iteration 15Q: 3 clusters Score -1.104102e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -11041077.000000 Penalty: 3705.062744
	Iteration 16Q: 3 clusters Score -1.104108e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 89053 members 
Entering Unmasked Estep 
Score: -11041095.000000 Penalty: 3705.062744
	Iteration 17Q: 3 clusters Score -1.10411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -11041117.000000 Penalty: 3705.062744
	Iteration 18Q: 3 clusters Score -1.104112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -11041124.000000 Penalty: 3705.062744
	Iteration 19Q: 3 clusters Score -1.104112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -11041133.000000 Penalty: 3705.062744
	Iteration 20F: 3 clusters Score -1.104113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -11041138.000000 Penalty: 3705.062744
	Iteration 21Q: 3 clusters Score -1.104114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 89079 members 
Entering Unmasked Estep 
Score: -11041139.000000 Penalty: 3705.062744
	Iteration 22Q: 3 clusters Score -1.104114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 89079 members 
Entering Unmasked Estep 
Score: -11041139.000000 Penalty: 3705.062744
	Iteration 23F: 3 clusters Score -1.104114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -215847.406250 Penalty: 1225.178345
	Iteration 0F: 2 clusters Score -215847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -213850.093750 Penalty: 2450.356689
	Iteration 0F: 3 clusters Score -213850.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -214326.796875 Penalty: 2450.356689
	Iteration 1F: 3 clusters Score -214326.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -214524.828125 Penalty: 2450.356689
	Iteration 2F: 3 clusters Score -214524.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -214621.875000 Penalty: 2450.356689
	Iteration 3F: 3 clusters Score -214621.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -214701.281250 Penalty: 2450.356689
	Iteration 4Q: 3 clusters Score -214701.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -214771.234375 Penalty: 2450.356689
	Iteration 5Q: 3 clusters Score -214771.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -214834.359375 Penalty: 2450.356689
	Iteration 6Q: 3 clusters Score -214834.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -214871.343750 Penalty: 2450.356689
	Iteration 7Q: 3 clusters Score -214871.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -214905.640625 Penalty: 2450.356689
	Iteration 8Q: 3 clusters Score -214905.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -214941.281250 Penalty: 2450.356689
	Iteration 9Q: 3 clusters Score -214941.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -214962.656250 Penalty: 2450.356689
	Iteration 10Q: 3 clusters Score -214962.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -214981.015625 Penalty: 2450.356689
	Iteration 11Q: 3 clusters Score -214981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215007.703125 Penalty: 2450.356689
	Iteration 12Q: 3 clusters Score -215007.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -215035.796875 Penalty: 2450.356689
	Iteration 13Q: 3 clusters Score -215035.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -215055.343750 Penalty: 2450.356689
	Iteration 14Q: 3 clusters Score -215055.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215072.265625 Penalty: 2450.356689
	Iteration 15Q: 3 clusters Score -215072.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215083.390625 Penalty: 2450.356689
	Iteration 16Q: 3 clusters Score -215083.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -215093.421875 Penalty: 2450.356689
	Iteration 17Q: 3 clusters Score -215093.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215102.750000 Penalty: 2450.356689
	Iteration 18Q: 3 clusters Score -215102.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215114.687500 Penalty: 2450.356689
	Iteration 19Q: 3 clusters Score -215114.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -215125.109375 Penalty: 2450.356689
	Iteration 20F: 3 clusters Score -215125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -215130.328125 Penalty: 2450.356689
	Iteration 21Q: 3 clusters Score -215130.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -215131.968750 Penalty: 2450.356689
	Iteration 22Q: 3 clusters Score -215132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -215134.312500 Penalty: 2450.356689
	Iteration 23Q: 3 clusters Score -215134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -215135.218750 Penalty: 2450.356689
	Iteration 24Q: 3 clusters Score -215135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -215135.656250 Penalty: 2450.356689
	Iteration 25Q: 3 clusters Score -215135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -215137.390625 Penalty: 2450.356689
	Iteration 26Q: 3 clusters Score -215137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -215138.296875 Penalty: 2450.356689
	Iteration 27Q: 3 clusters Score -215138.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -215138.296875 Penalty: 2450.356689
	Iteration 28F: 3 clusters Score -215138.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Entering Unmasked Estep 
Score: -1206369.500000 Penalty: 1497.555420
	Iteration 0F: 2 clusters Score -1206370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1199319.375000 Penalty: 2995.110840
	Iteration 0F: 3 clusters Score -1199319 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1201645.750000 Penalty: 2995.110840
	Iteration 1F: 3 clusters Score -1201646 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1201953.750000 Penalty: 2995.110840
	Iteration 2F: 3 clusters Score -1201954 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1202250.375000 Penalty: 2995.110840
	Iteration 3F: 3 clusters Score -1202250 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1202546.375000 Penalty: 2995.110840
	Iteration 4F: 3 clusters Score -1202546 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1202944.625000 Penalty: 2995.110840
	Iteration 5F: 3 clusters Score -1202945 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1203379.750000 Penalty: 2995.110840
	Iteration 6F: 3 clusters Score -1203380 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1203814.125000 Penalty: 2995.110840
	Iteration 7F: 3 clusters Score -1203814 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1204224.875000 Penalty: 2995.110840
	Iteration 8F: 3 clusters Score -1204225 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1204525.375000 Penalty: 2995.110840
	Iteration 9Q: 3 clusters Score -1204525 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1204757.625000 Penalty: 2995.110840
	Iteration 10Q: 3 clusters Score -1204758 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1204944.500000 Penalty: 2995.110840
	Iteration 11Q: 3 clusters Score -1204944 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1205063.375000 Penalty: 2995.110840
	Iteration 12Q: 3 clusters Score -1205063 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1205131.500000 Penalty: 2995.110840
	Iteration 13Q: 3 clusters Score -1205132 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1205179.000000 Penalty: 2995.110840
	Iteration 14Q: 3 clusters Score -1205179 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1205229.875000 Penalty: 2995.110840
	Iteration 15Q: 3 clusters Score -1205230 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1205268.375000 Penalty: 2995.110840
	Iteration 16Q: 3 clusters Score -1205268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1205303.875000 Penalty: 2995.110840
	Iteration 17Q: 3 clusters Score -1205304 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1205341.125000 Penalty: 2995.110840
	Iteration 18Q: 3 clusters Score -1205341 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1205373.625000 Penalty: 2995.110840
	Iteration 19Q: 3 clusters Score -1205374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1205388.375000 Penalty: 2995.110840
	Iteration 20F: 3 clusters Score -1205388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1205400.875000 Penalty: 2995.110840
	Iteration 21Q: 3 clusters Score -1205401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1205411.875000 Penalty: 2995.110840
	Iteration 22Q: 3 clusters Score -1205412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1205423.750000 Penalty: 2995.110840
	Iteration 23Q: 3 clusters Score -1205424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1205431.375000 Penalty: 2995.110840
	Iteration 24Q: 3 clusters Score -1205431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1205442.250000 Penalty: 2995.110840
	Iteration 25Q: 3 clusters Score -1205442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1205443.375000 Penalty: 2995.110840
	Iteration 26Q: 3 clusters Score -1205443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1205448.625000 Penalty: 2995.110840
	Iteration 27Q: 3 clusters Score -1205449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1205454.875000 Penalty: 2995.110840
	Iteration 28Q: 3 clusters Score -1205455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1205456.625000 Penalty: 2995.110840
	Iteration 29Q: 3 clusters Score -1205457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1205460.625000 Penalty: 2995.110840
	Iteration 30Q: 3 clusters Score -1205461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1205468.000000 Penalty: 2995.110840
	Iteration 31Q: 3 clusters Score -1205468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1205469.375000 Penalty: 2995.110840
	Iteration 32Q: 3 clusters Score -1205469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1205475.625000 Penalty: 2995.110840
	Iteration 33Q: 3 clusters Score -1205476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1205479.750000 Penalty: 2995.110840
	Iteration 34Q: 3 clusters Score -1205480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1205489.250000 Penalty: 2995.110840
	Iteration 35Q: 3 clusters Score -1205489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1205489.125000 Penalty: 2995.110840
	Iteration 36Q: 3 clusters Score -1205489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1205496.375000 Penalty: 2995.110840
	Iteration 37Q: 3 clusters Score -1205496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1205500.250000 Penalty: 2995.110840
	Iteration 38Q: 3 clusters Score -1205500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1205501.375000 Penalty: 2995.110840
	Iteration 39Q: 3 clusters Score -1205501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1205505.625000 Penalty: 2995.110840
	Iteration 40F: 3 clusters Score -1205506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1205505.375000 Penalty: 2995.110840
	Iteration 41Q: 3 clusters Score -1205505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1205504.500000 Penalty: 2995.110840
	Iteration 42Q: 3 clusters Score -1205504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1205505.625000 Penalty: 2995.110840
	Iteration 43Q: 3 clusters Score -1205506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1205507.000000 Penalty: 2995.110840
	Iteration 44Q: 3 clusters Score -1205507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1205508.750000 Penalty: 2995.110840
	Iteration 45Q: 3 clusters Score -1205509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1205508.500000 Penalty: 2995.110840
	Iteration 46Q: 3 clusters Score -1205508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1205510.750000 Penalty: 2995.110840
	Iteration 47Q: 3 clusters Score -1205511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1205511.500000 Penalty: 2995.110840
	Iteration 48Q: 3 clusters Score -1205512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1205511.500000 Penalty: 2995.110840
	Iteration 49Q: 3 clusters Score -1205512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1205510.250000 Penalty: 2995.110840
	Iteration 50Q: 3 clusters Score -1205510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1205509.125000 Penalty: 2995.110840
	Iteration 51Q: 3 clusters Score -1205509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1205509.000000 Penalty: 2995.110840
	Iteration 52Q: 3 clusters Score -1205509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1205510.625000 Penalty: 2995.110840
	Iteration 53Q: 3 clusters Score -1205511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1205513.000000 Penalty: 2995.110840
	Iteration 54Q: 3 clusters Score -1205513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1205511.750000 Penalty: 2995.110840
	Iteration 55Q: 3 clusters Score -1205512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1205510.125000 Penalty: 2995.110840
	Iteration 56Q: 3 clusters Score -1205510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1205511.250000 Penalty: 2995.110840
	Iteration 57Q: 3 clusters Score -1205511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1205511.250000 Penalty: 2995.110840
	Iteration 58F: 3 clusters Score -1205511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Entering Unmasked Estep 
Score: -1061439.625000 Penalty: 1474.311523
	Iteration 0F: 2 clusters Score -1061440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1055101.500000 Penalty: 2948.623047
	Iteration 0F: 3 clusters Score -1055102 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1057202.875000 Penalty: 2948.623047
	Iteration 1F: 3 clusters Score -1057203 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1057559.250000 Penalty: 2948.623047
	Iteration 2F: 3 clusters Score -1057559 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1057861.875000 Penalty: 2948.623047
	Iteration 3F: 3 clusters Score -1057862 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1058169.000000 Penalty: 2948.623047
	Iteration 4F: 3 clusters Score -1058169 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1058452.125000 Penalty: 2948.623047
	Iteration 5F: 3 clusters Score -1058452 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1058712.625000 Penalty: 2948.623047
	Iteration 6Q: 3 clusters Score -1058713 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1058999.125000 Penalty: 2948.623047
	Iteration 7Q: 3 clusters Score -1058999 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1059280.625000 Penalty: 2948.623047
	Iteration 8Q: 3 clusters Score -1059281 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1059561.375000 Penalty: 2948.623047
	Iteration 9Q: 3 clusters Score -1059561 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1059811.500000 Penalty: 2948.623047
	Iteration 10Q: 3 clusters Score -1059812 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1059967.500000 Penalty: 2948.623047
	Iteration 11Q: 3 clusters Score -1059968 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1060057.875000 Penalty: 2948.623047
	Iteration 12Q: 3 clusters Score -1060058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1060119.250000 Penalty: 2948.623047
	Iteration 13Q: 3 clusters Score -1060119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1060165.000000 Penalty: 2948.623047
	Iteration 14Q: 3 clusters Score -1060165 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1060204.375000 Penalty: 2948.623047
	Iteration 15Q: 3 clusters Score -1060204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1060227.125000 Penalty: 2948.623047
	Iteration 16Q: 3 clusters Score -1060227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1060244.875000 Penalty: 2948.623047
	Iteration 17Q: 3 clusters Score -1060245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1060251.875000 Penalty: 2948.623047
	Iteration 18Q: 3 clusters Score -1060252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1060256.375000 Penalty: 2948.623047
	Iteration 19Q: 3 clusters Score -1060256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1060263.750000 Penalty: 2948.623047
	Iteration 20F: 3 clusters Score -1060264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1060265.375000 Penalty: 2948.623047
	Iteration 21Q: 3 clusters Score -1060265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1060267.750000 Penalty: 2948.623047
	Iteration 22Q: 3 clusters Score -1060268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1060268.625000 Penalty: 2948.623047
	Iteration 23Q: 3 clusters Score -1060269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1060271.625000 Penalty: 2948.623047
	Iteration 24Q: 3 clusters Score -1060272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1060273.500000 Penalty: 2948.623047
	Iteration 25Q: 3 clusters Score -1060274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1060275.750000 Penalty: 2948.623047
	Iteration 26Q: 3 clusters Score -1060276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1060274.750000 Penalty: 2948.623047
	Iteration 27Q: 3 clusters Score -1060275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1060274.625000 Penalty: 2948.623047
	Iteration 28Q: 3 clusters Score -1060275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1060273.875000 Penalty: 2948.623047
	Iteration 29Q: 3 clusters Score -1060274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1060275.000000 Penalty: 2948.623047
	Iteration 30Q: 3 clusters Score -1060275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1060277.625000 Penalty: 2948.623047
	Iteration 31Q: 3 clusters Score -1060278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1060277.625000 Penalty: 2948.623047
	Iteration 32Q: 3 clusters Score -1060278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1060278.250000 Penalty: 2948.623047
	Iteration 33Q: 3 clusters Score -1060278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1060277.875000 Penalty: 2948.623047
	Iteration 34Q: 3 clusters Score -1060278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1060278.000000 Penalty: 2948.623047
	Iteration 35Q: 3 clusters Score -1060278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1060280.250000 Penalty: 2948.623047
	Iteration 36Q: 3 clusters Score -1060280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1060277.500000 Penalty: 2948.623047
	Iteration 37Q: 3 clusters Score -1060278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1060279.375000 Penalty: 2948.623047
	Iteration 38Q: 3 clusters Score -1060279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1060281.375000 Penalty: 2948.623047
	Iteration 39Q: 3 clusters Score -1060281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1060283.000000 Penalty: 2948.623047
	Iteration 40F: 3 clusters Score -1060283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1060286.625000 Penalty: 2948.623047
	Iteration 41Q: 3 clusters Score -1060287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1060285.875000 Penalty: 2948.623047
	Iteration 42Q: 3 clusters Score -1060286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1060287.750000 Penalty: 2948.623047
	Iteration 43Q: 3 clusters Score -1060288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1060286.750000 Penalty: 2948.623047
	Iteration 44Q: 3 clusters Score -1060287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1060287.625000 Penalty: 2948.623047
	Iteration 45Q: 3 clusters Score -1060288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1060287.250000 Penalty: 2948.623047
	Iteration 46Q: 3 clusters Score -1060287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1060287.250000 Penalty: 2948.623047
	Iteration 47F: 3 clusters Score -1060287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -218781.453125 Penalty: 1230.364502
	Iteration 0F: 2 clusters Score -218781.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -216721.656250 Penalty: 2460.729004
	Iteration 0F: 3 clusters Score -216721.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -217194.109375 Penalty: 2460.729004
	Iteration 1F: 3 clusters Score -217194.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -217299.000000 Penalty: 2460.729004
	Iteration 2F: 3 clusters Score -217299 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -217373.875000 Penalty: 2460.729004
	Iteration 3F: 3 clusters Score -217373.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -217422.125000 Penalty: 2460.729004
	Iteration 4Q: 3 clusters Score -217422.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -217457.890625 Penalty: 2460.729004
	Iteration 5Q: 3 clusters Score -217457.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -217486.687500 Penalty: 2460.729004
	Iteration 6Q: 3 clusters Score -217486.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -217510.390625 Penalty: 2460.729004
	Iteration 7Q: 3 clusters Score -217510.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -217534.171875 Penalty: 2460.729004
	Iteration 8Q: 3 clusters Score -217534.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -217554.421875 Penalty: 2460.729004
	Iteration 9Q: 3 clusters Score -217554.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -217572.421875 Penalty: 2460.729004
	Iteration 10Q: 3 clusters Score -217572.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -217600.156250 Penalty: 2460.729004
	Iteration 11Q: 3 clusters Score -217600.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -217631.250000 Penalty: 2460.729004
	Iteration 12Q: 3 clusters Score -217631.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -217677.531250 Penalty: 2460.729004
	Iteration 13Q: 3 clusters Score -217677.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -217738.453125 Penalty: 2460.729004
	Iteration 14Q: 3 clusters Score -217738.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -217784.296875 Penalty: 2460.729004
	Iteration 15Q: 3 clusters Score -217784.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -217829.671875 Penalty: 2460.729004
	Iteration 16Q: 3 clusters Score -217829.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217879.750000 Penalty: 2460.729004
	Iteration 17Q: 3 clusters Score -217879.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -217937.781250 Penalty: 2460.729004
	Iteration 18Q: 3 clusters Score -217937.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -217995.515625 Penalty: 2460.729004
	Iteration 19Q: 3 clusters Score -217995.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -218052.406250 Penalty: 2460.729004
	Iteration 20F: 3 clusters Score -218052.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -218094.531250 Penalty: 2460.729004
	Iteration 21Q: 3 clusters Score -218094.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -218129.109375 Penalty: 2460.729004
	Iteration 22Q: 3 clusters Score -218129.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -218175.109375 Penalty: 2460.729004
	Iteration 23Q: 3 clusters Score -218175.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -218211.656250 Penalty: 2460.729004
	Iteration 24Q: 3 clusters Score -218211.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -218249.390625 Penalty: 2460.729004
	Iteration 25Q: 3 clusters Score -218249.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -218275.109375 Penalty: 2460.729004
	Iteration 26Q: 3 clusters Score -218275.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -218290.000000 Penalty: 2460.729004
	Iteration 27Q: 3 clusters Score -218290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218299.593750 Penalty: 2460.729004
	Iteration 28Q: 3 clusters Score -218299.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -218305.484375 Penalty: 2460.729004
	Iteration 29Q: 3 clusters Score -218305.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -218309.968750 Penalty: 2460.729004
	Iteration 30Q: 3 clusters Score -218310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -218311.937500 Penalty: 2460.729004
	Iteration 31Q: 3 clusters Score -218311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -218313.984375 Penalty: 2460.729004
	Iteration 32Q: 3 clusters Score -218314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -218314.125000 Penalty: 2460.729004
	Iteration 33Q: 3 clusters Score -218314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -218313.968750 Penalty: 2460.729004
	Iteration 34Q: 3 clusters Score -218314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -218313.968750 Penalty: 2460.729004
	Iteration 35F: 3 clusters Score -218314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Entering Unmasked Estep 
Score: -12301972.000000 Penalty: 1868.037720
	Iteration 0F: 2 clusters Score -1.230197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -12244256.000000 Penalty: 3736.075439
	Iteration 0F: 3 clusters Score -1.224426e+07 nChanged 47132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -12271976.000000 Penalty: 3736.075439
	Iteration 1F: 3 clusters Score -1.227198e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -12272883.000000 Penalty: 3736.075439
	Iteration 2Q: 3 clusters Score -1.227288e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -12274161.000000 Penalty: 3736.075439
	Iteration 3Q: 3 clusters Score -1.227416e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -12276102.000000 Penalty: 3736.075439
	Iteration 4Q: 3 clusters Score -1.22761e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -12279168.000000 Penalty: 3736.075439
	Iteration 5F: 3 clusters Score -1.227917e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -12283827.000000 Penalty: 3736.075439
	Iteration 6F: 3 clusters Score -1.228383e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -12289496.000000 Penalty: 3736.075439
	Iteration 7F: 3 clusters Score -1.22895e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -12293530.000000 Penalty: 3736.075439
	Iteration 8F: 3 clusters Score -1.229353e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -12295629.000000 Penalty: 3736.075439
	Iteration 9Q: 3 clusters Score -1.229563e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -12296778.000000 Penalty: 3736.075439
	Iteration 10Q: 3 clusters Score -1.229678e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -12297542.000000 Penalty: 3736.075439
	Iteration 11Q: 3 clusters Score -1.229754e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -12298349.000000 Penalty: 3736.075439
	Iteration 12Q: 3 clusters Score -1.229835e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -12299259.000000 Penalty: 3736.075439
	Iteration 13Q: 3 clusters Score -1.229926e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -12300187.000000 Penalty: 3736.075439
	Iteration 14Q: 3 clusters Score -1.230019e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -12300685.000000 Penalty: 3736.075439
	Iteration 15Q: 3 clusters Score -1.230068e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -12301015.000000 Penalty: 3736.075439
	Iteration 16Q: 3 clusters Score -1.230102e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -12301123.000000 Penalty: 3736.075439
	Iteration 17Q: 3 clusters Score -1.230112e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -12301203.000000 Penalty: 3736.075439
	Iteration 18Q: 3 clusters Score -1.23012e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -12301321.000000 Penalty: 3736.075439
	Iteration 19Q: 3 clusters Score -1.230132e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -12301318.000000 Penalty: 3736.075439
	Iteration 20F: 3 clusters Score -1.230132e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -12301373.000000 Penalty: 3736.075439
	Iteration 21Q: 3 clusters Score -1.230137e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
Score: -12301366.000000 Penalty: 3736.075439
	Iteration 22Q: 3 clusters Score -1.230137e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -12301348.000000 Penalty: 3736.075439
	Iteration 23Q: 3 clusters Score -1.230135e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -12301305.000000 Penalty: 3736.075439
	Iteration 24Q: 3 clusters Score -1.23013e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 93987 members 
Entering Unmasked Estep 
Score: -12301259.000000 Penalty: 3736.075439
	Iteration 25Q: 3 clusters Score -1.230126e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -12301256.000000 Penalty: 3736.075439
	Iteration 26Q: 3 clusters Score -1.230126e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -12301217.000000 Penalty: 3736.075439
	Iteration 27Q: 3 clusters Score -1.230122e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 95356 members 
Entering Unmasked Estep 
Score: -12301159.000000 Penalty: 3736.075439
	Iteration 28Q: 3 clusters Score -1.230116e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -12301209.000000 Penalty: 3736.075439
	Iteration 29Q: 3 clusters Score -1.230121e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -12301162.000000 Penalty: 3736.075439
	Iteration 30Q: 3 clusters Score -1.230116e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -12301098.000000 Penalty: 3736.075439
	Iteration 31Q: 3 clusters Score -1.23011e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -12301054.000000 Penalty: 3736.075439
	Iteration 32Q: 3 clusters Score -1.230105e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 96675 members 
Entering Unmasked Estep 
Score: -12301035.000000 Penalty: 3736.075439
	Iteration 33Q: 3 clusters Score -1.230104e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 96822 members 
Entering Unmasked Estep 
Score: -12301034.000000 Penalty: 3736.075439
	Iteration 34Q: 3 clusters Score -1.230103e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -12300958.000000 Penalty: 3736.075439
	Iteration 35Q: 3 clusters Score -1.230096e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -12300960.000000 Penalty: 3736.075439
	Iteration 36Q: 3 clusters Score -1.230096e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -12300954.000000 Penalty: 3736.075439
	Iteration 37Q: 3 clusters Score -1.230095e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -12300942.000000 Penalty: 3736.075439
	Iteration 38Q: 3 clusters Score -1.230094e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 97213 members 
Entering Unmasked Estep 
Score: -12300965.000000 Penalty: 3736.075439
	Iteration 39Q: 3 clusters Score -1.230096e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 97260 members 
Entering Unmasked Estep 
Score: -12300972.000000 Penalty: 3736.075439
	Iteration 40F: 3 clusters Score -1.230097e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -12300940.000000 Penalty: 3736.075439
	Iteration 41Q: 3 clusters Score -1.230094e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 97333 members 
Entering Unmasked Estep 
Score: -12300967.000000 Penalty: 3736.075439
	Iteration 42Q: 3 clusters Score -1.230097e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 97367 members 
Entering Unmasked Estep 
Score: -12300942.000000 Penalty: 3736.075439
	Iteration 43Q: 3 clusters Score -1.230094e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 97395 members 
Entering Unmasked Estep 
Score: -12300940.000000 Penalty: 3736.075439
	Iteration 44Q: 3 clusters Score -1.230094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 97411 members 
Entering Unmasked Estep 
Score: -12300918.000000 Penalty: 3736.075439
	Iteration 45Q: 3 clusters Score -1.230092e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -12300925.000000 Penalty: 3736.075439
	Iteration 46Q: 3 clusters Score -1.230092e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -12300928.000000 Penalty: 3736.075439
	Iteration 47Q: 3 clusters Score -1.230093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -12300940.000000 Penalty: 3736.075439
	Iteration 48Q: 3 clusters Score -1.230094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -12300944.000000 Penalty: 3736.075439
	Iteration 49Q: 3 clusters Score -1.230094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 97488 members 
Entering Unmasked Estep 
Score: -12300932.000000 Penalty: 3736.075439
	Iteration 50Q: 3 clusters Score -1.230093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 97497 members 
Entering Unmasked Estep 
Score: -12300942.000000 Penalty: 3736.075439
	Iteration 51Q: 3 clusters Score -1.230094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -12300940.000000 Penalty: 3736.075439
	Iteration 52Q: 3 clusters Score -1.230094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 97515 members 
Entering Unmasked Estep 
Score: -12300938.000000 Penalty: 3736.075439
	Iteration 53Q: 3 clusters Score -1.230094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -12300937.000000 Penalty: 3736.075439
	Iteration 54Q: 3 clusters Score -1.230094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -12300926.000000 Penalty: 3736.075439
	Iteration 55Q: 3 clusters Score -1.230093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 97528 members 
Entering Unmasked Estep 
Score: -12300921.000000 Penalty: 3736.075439
	Iteration 56Q: 3 clusters Score -1.230092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 97535 members 
Entering Unmasked Estep 
Score: -12300919.000000 Penalty: 3736.075439
	Iteration 57Q: 3 clusters Score -1.230092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -12300913.000000 Penalty: 3736.075439
	Iteration 58Q: 3 clusters Score -1.230091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -12300918.000000 Penalty: 3736.075439
	Iteration 59Q: 3 clusters Score -1.230092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -12300915.000000 Penalty: 3736.075439
	Iteration 60F: 3 clusters Score -1.230092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -12300904.000000 Penalty: 3736.075439
	Iteration 61Q: 3 clusters Score -1.23009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 97549 members 
Entering Unmasked Estep 
Score: -12300910.000000 Penalty: 3736.075439
	Iteration 62Q: 3 clusters Score -1.230091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -12300909.000000 Penalty: 3736.075439
	Iteration 63Q: 3 clusters Score -1.230091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 97551 members 
Entering Unmasked Estep 
Score: -12300900.000000 Penalty: 3736.075439
	Iteration 64Q: 3 clusters Score -1.23009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -12300899.000000 Penalty: 3736.075439
	Iteration 65Q: 3 clusters Score -1.23009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -12300913.000000 Penalty: 3736.075439
	Iteration 66Q: 3 clusters Score -1.230091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -12300907.000000 Penalty: 3736.075439
	Iteration 67Q: 3 clusters Score -1.230091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -12300907.000000 Penalty: 3736.075439
	Iteration 68Q: 3 clusters Score -1.230091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -12300907.000000 Penalty: 3736.075439
	Iteration 69Q: 3 clusters Score -1.230091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 97566 members 
Entering Unmasked Estep 
Score: -12300901.000000 Penalty: 3736.075439
	Iteration 70Q: 3 clusters Score -1.23009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -12300904.000000 Penalty: 3736.075439
	Iteration 71Q: 3 clusters Score -1.23009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 97570 members 
Entering Unmasked Estep 
Score: -12300904.000000 Penalty: 3736.075439
	Iteration 72Q: 3 clusters Score -1.23009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -12300900.000000 Penalty: 3736.075439
	Iteration 73Q: 3 clusters Score -1.23009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -12300900.000000 Penalty: 3736.075439
	Iteration 74Q: 3 clusters Score -1.23009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 97576 members 
Entering Unmasked Estep 
Score: -12300899.000000 Penalty: 3736.075439
	Iteration 75Q: 3 clusters Score -1.23009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 97576 members 
Entering Unmasked Estep 
Score: -12300899.000000 Penalty: 3736.075439
	Iteration 76F: 3 clusters Score -1.23009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -467819.187500 Penalty: 1346.026733
	Iteration 0F: 2 clusters Score -467819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -464480.625000 Penalty: 2692.053467
	Iteration 0F: 3 clusters Score -464480.6 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -465410.687500 Penalty: 2692.053467
	Iteration 1F: 3 clusters Score -465410.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -465576.218750 Penalty: 2692.053467
	Iteration 2F: 3 clusters Score -465576.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -465671.906250 Penalty: 2692.053467
	Iteration 3F: 3 clusters Score -465671.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -465736.625000 Penalty: 2692.053467
	Iteration 4Q: 3 clusters Score -465736.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -465785.812500 Penalty: 2692.053467
	Iteration 5Q: 3 clusters Score -465785.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -465826.312500 Penalty: 2692.053467
	Iteration 6Q: 3 clusters Score -465826.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -465861.312500 Penalty: 2692.053467
	Iteration 7Q: 3 clusters Score -465861.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -465892.468750 Penalty: 2692.053467
	Iteration 8Q: 3 clusters Score -465892.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -465929.250000 Penalty: 2692.053467
	Iteration 9Q: 3 clusters Score -465929.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -465962.562500 Penalty: 2692.053467
	Iteration 10Q: 3 clusters Score -465962.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -465999.750000 Penalty: 2692.053467
	Iteration 11Q: 3 clusters Score -465999.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -466029.625000 Penalty: 2692.053467
	Iteration 12Q: 3 clusters Score -466029.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -466059.375000 Penalty: 2692.053467
	Iteration 13Q: 3 clusters Score -466059.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -466086.187500 Penalty: 2692.053467
	Iteration 14Q: 3 clusters Score -466086.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -466110.656250 Penalty: 2692.053467
	Iteration 15Q: 3 clusters Score -466110.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -466132.625000 Penalty: 2692.053467
	Iteration 16Q: 3 clusters Score -466132.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -466148.625000 Penalty: 2692.053467
	Iteration 17Q: 3 clusters Score -466148.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -466161.937500 Penalty: 2692.053467
	Iteration 18Q: 3 clusters Score -466161.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -466177.500000 Penalty: 2692.053467
	Iteration 19Q: 3 clusters Score -466177.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -466195.750000 Penalty: 2692.053467
	Iteration 20F: 3 clusters Score -466195.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -466213.000000 Penalty: 2692.053467
	Iteration 21Q: 3 clusters Score -466213 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -466235.468750 Penalty: 2692.053467
	Iteration 22Q: 3 clusters Score -466235.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -466262.656250 Penalty: 2692.053467
	Iteration 23Q: 3 clusters Score -466262.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -466295.218750 Penalty: 2692.053467
	Iteration 24Q: 3 clusters Score -466295.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -466344.031250 Penalty: 2692.053467
	Iteration 25Q: 3 clusters Score -466344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -466394.687500 Penalty: 2692.053467
	Iteration 26Q: 3 clusters Score -466394.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -466436.000000 Penalty: 2692.053467
	Iteration 27Q: 3 clusters Score -466436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -466470.406250 Penalty: 2692.053467
	Iteration 28Q: 3 clusters Score -466470.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -466508.750000 Penalty: 2692.053467
	Iteration 29Q: 3 clusters Score -466508.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -466535.968750 Penalty: 2692.053467
	Iteration 30Q: 3 clusters Score -466536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -466548.281250 Penalty: 2692.053467
	Iteration 31Q: 3 clusters Score -466548.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -466557.562500 Penalty: 2692.053467
	Iteration 32Q: 3 clusters Score -466557.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -466562.625000 Penalty: 2692.053467
	Iteration 33Q: 3 clusters Score -466562.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -466567.281250 Penalty: 2692.053467
	Iteration 34Q: 3 clusters Score -466567.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -466572.593750 Penalty: 2692.053467
	Iteration 35Q: 3 clusters Score -466572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -466577.406250 Penalty: 2692.053467
	Iteration 36Q: 3 clusters Score -466577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -466582.468750 Penalty: 2692.053467
	Iteration 37Q: 3 clusters Score -466582.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -466590.562500 Penalty: 2692.053467
	Iteration 38Q: 3 clusters Score -466590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -466598.281250 Penalty: 2692.053467
	Iteration 39Q: 3 clusters Score -466598.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -466600.468750 Penalty: 2692.053467
	Iteration 40F: 3 clusters Score -466600.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -466602.500000 Penalty: 2692.053467
	Iteration 41Q: 3 clusters Score -466602.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -466605.437500 Penalty: 2692.053467
	Iteration 42Q: 3 clusters Score -466605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -466608.406250 Penalty: 2692.053467
	Iteration 43Q: 3 clusters Score -466608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -466610.656250 Penalty: 2692.053467
	Iteration 44Q: 3 clusters Score -466610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -466610.843750 Penalty: 2692.053467
	Iteration 45Q: 3 clusters Score -466610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -466611.343750 Penalty: 2692.053467
	Iteration 46Q: 3 clusters Score -466611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -466611.593750 Penalty: 2692.053467
	Iteration 47Q: 3 clusters Score -466611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -466611.593750 Penalty: 2692.053467
	Iteration 48F: 3 clusters Score -466611.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86760 members 
Entering Unmasked Estep 
Score: -10916225.000000 Penalty: 1847.771484
	Iteration 0F: 2 clusters Score -1.091622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -10860492.000000 Penalty: 3695.542969
	Iteration 0F: 3 clusters Score -1.086049e+07 nChanged 41336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -10884514.000000 Penalty: 3695.542969
	Iteration 1F: 3 clusters Score -1.088451e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -10885508.000000 Penalty: 3695.542969
	Iteration 2Q: 3 clusters Score -1.088551e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -10886878.000000 Penalty: 3695.542969
	Iteration 3Q: 3 clusters Score -1.088688e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -10888752.000000 Penalty: 3695.542969
	Iteration 4Q: 3 clusters Score -1.088875e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -10891332.000000 Penalty: 3695.542969
	Iteration 5F: 3 clusters Score -1.089133e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -10894549.000000 Penalty: 3695.542969
	Iteration 6F: 3 clusters Score -1.089455e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -10898324.000000 Penalty: 3695.542969
	Iteration 7F: 3 clusters Score -1.089832e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -10902542.000000 Penalty: 3695.542969
	Iteration 8F: 3 clusters Score -1.090254e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -10905042.000000 Penalty: 3695.542969
	Iteration 9F: 3 clusters Score -1.090504e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -10906061.000000 Penalty: 3695.542969
	Iteration 10Q: 3 clusters Score -1.090606e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -10906406.000000 Penalty: 3695.542969
	Iteration 11Q: 3 clusters Score -1.090641e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -10906615.000000 Penalty: 3695.542969
	Iteration 12Q: 3 clusters Score -1.090662e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -10906873.000000 Penalty: 3695.542969
	Iteration 13Q: 3 clusters Score -1.090687e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -10907051.000000 Penalty: 3695.542969
	Iteration 14Q: 3 clusters Score -1.090705e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -10907277.000000 Penalty: 3695.542969
	Iteration 15Q: 3 clusters Score -1.090728e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -10907476.000000 Penalty: 3695.542969
	Iteration 16Q: 3 clusters Score -1.090748e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -10907666.000000 Penalty: 3695.542969
	Iteration 17Q: 3 clusters Score -1.090767e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -10907967.000000 Penalty: 3695.542969
	Iteration 18Q: 3 clusters Score -1.090797e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -10908168.000000 Penalty: 3695.542969
	Iteration 19Q: 3 clusters Score -1.090817e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -10908439.000000 Penalty: 3695.542969
	Iteration 20F: 3 clusters Score -1.090844e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -10908709.000000 Penalty: 3695.542969
	Iteration 21Q: 3 clusters Score -1.090871e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -10908980.000000 Penalty: 3695.542969
	Iteration 22Q: 3 clusters Score -1.090898e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -10909260.000000 Penalty: 3695.542969
	Iteration 23Q: 3 clusters Score -1.090926e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -10909422.000000 Penalty: 3695.542969
	Iteration 24Q: 3 clusters Score -1.090942e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -10909562.000000 Penalty: 3695.542969
	Iteration 25Q: 3 clusters Score -1.090956e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -10909660.000000 Penalty: 3695.542969
	Iteration 26Q: 3 clusters Score -1.090966e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -10909772.000000 Penalty: 3695.542969
	Iteration 27Q: 3 clusters Score -1.090977e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -10909896.000000 Penalty: 3695.542969
	Iteration 28Q: 3 clusters Score -1.09099e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -10909997.000000 Penalty: 3695.542969
	Iteration 29Q: 3 clusters Score -1.091e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -10910022.000000 Penalty: 3695.542969
	Iteration 30Q: 3 clusters Score -1.091002e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -10910061.000000 Penalty: 3695.542969
	Iteration 31Q: 3 clusters Score -1.091006e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -10910074.000000 Penalty: 3695.542969
	Iteration 32Q: 3 clusters Score -1.091007e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -10910083.000000 Penalty: 3695.542969
	Iteration 33Q: 3 clusters Score -1.091008e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -10910121.000000 Penalty: 3695.542969
	Iteration 34Q: 3 clusters Score -1.091012e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -10910136.000000 Penalty: 3695.542969
	Iteration 35Q: 3 clusters Score -1.091014e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -10910148.000000 Penalty: 3695.542969
	Iteration 36Q: 3 clusters Score -1.091015e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -10910187.000000 Penalty: 3695.542969
	Iteration 37Q: 3 clusters Score -1.091019e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -10910181.000000 Penalty: 3695.542969
	Iteration 38Q: 3 clusters Score -1.091018e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -10910201.000000 Penalty: 3695.542969
	Iteration 39Q: 3 clusters Score -1.09102e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -10910227.000000 Penalty: 3695.542969
	Iteration 40F: 3 clusters Score -1.091023e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -10910217.000000 Penalty: 3695.542969
	Iteration 41Q: 3 clusters Score -1.091022e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -10910215.000000 Penalty: 3695.542969
	Iteration 42Q: 3 clusters Score -1.091022e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -10910224.000000 Penalty: 3695.542969
	Iteration 43Q: 3 clusters Score -1.091022e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -10910214.000000 Penalty: 3695.542969
	Iteration 44Q: 3 clusters Score -1.091021e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -10910217.000000 Penalty: 3695.542969
	Iteration 45Q: 3 clusters Score -1.091022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -10910189.000000 Penalty: 3695.542969
	Iteration 46Q: 3 clusters Score -1.091019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -10910200.000000 Penalty: 3695.542969
	Iteration 47Q: 3 clusters Score -1.09102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -10910202.000000 Penalty: 3695.542969
	Iteration 48Q: 3 clusters Score -1.09102e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -10910189.000000 Penalty: 3695.542969
	Iteration 49Q: 3 clusters Score -1.091019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -10910197.000000 Penalty: 3695.542969
	Iteration 50Q: 3 clusters Score -1.09102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -10910193.000000 Penalty: 3695.542969
	Iteration 51Q: 3 clusters Score -1.091019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -10910188.000000 Penalty: 3695.542969
	Iteration 52Q: 3 clusters Score -1.091019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -10910199.000000 Penalty: 3695.542969
	Iteration 53Q: 3 clusters Score -1.09102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -10910200.000000 Penalty: 3695.542969
	Iteration 54Q: 3 clusters Score -1.09102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -10910204.000000 Penalty: 3695.542969
	Iteration 55Q: 3 clusters Score -1.09102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -10910203.000000 Penalty: 3695.542969
	Iteration 56Q: 3 clusters Score -1.09102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -10910203.000000 Penalty: 3695.542969
	Iteration 57Q: 3 clusters Score -1.09102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -10910200.000000 Penalty: 3695.542969
	Iteration 58Q: 3 clusters Score -1.09102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -10910186.000000 Penalty: 3695.542969
	Iteration 59Q: 3 clusters Score -1.091019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -10910188.000000 Penalty: 3695.542969
	Iteration 60F: 3 clusters Score -1.091019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -10910172.000000 Penalty: 3695.542969
	Iteration 61Q: 3 clusters Score -1.091017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -10910180.000000 Penalty: 3695.542969
	Iteration 62Q: 3 clusters Score -1.091018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -10910188.000000 Penalty: 3695.542969
	Iteration 63Q: 3 clusters Score -1.091019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -10910183.000000 Penalty: 3695.542969
	Iteration 64Q: 3 clusters Score -1.091018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -10910176.000000 Penalty: 3695.542969
	Iteration 65Q: 3 clusters Score -1.091018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -10910184.000000 Penalty: 3695.542969
	Iteration 66Q: 3 clusters Score -1.091018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -10910187.000000 Penalty: 3695.542969
	Iteration 67Q: 3 clusters Score -1.091019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -10910185.000000 Penalty: 3695.542969
	Iteration 68Q: 3 clusters Score -1.091018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -10910185.000000 Penalty: 3695.542969
	Iteration 69Q: 3 clusters Score -1.091018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -10910189.000000 Penalty: 3695.542969
	Iteration 70Q: 3 clusters Score -1.091019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -10910188.000000 Penalty: 3695.542969
	Iteration 71Q: 3 clusters Score -1.091019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -10910188.000000 Penalty: 3695.542969
	Iteration 72F: 3 clusters Score -1.091019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Entering Unmasked Estep 
Score: -698872.625000 Penalty: 1408.106079
	Iteration 0F: 2 clusters Score -698872.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -694351.875000 Penalty: 2816.212158
	Iteration 0F: 3 clusters Score -694351.9 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -695610.000000 Penalty: 2816.212158
	Iteration 1F: 3 clusters Score -695610 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -695782.125000 Penalty: 2816.212158
	Iteration 2F: 3 clusters Score -695782.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -695905.625000 Penalty: 2816.212158
	Iteration 3F: 3 clusters Score -695905.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -696008.375000 Penalty: 2816.212158
	Iteration 4Q: 3 clusters Score -696008.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -696088.250000 Penalty: 2816.212158
	Iteration 5Q: 3 clusters Score -696088.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -696158.500000 Penalty: 2816.212158
	Iteration 6Q: 3 clusters Score -696158.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -696214.750000 Penalty: 2816.212158
	Iteration 7Q: 3 clusters Score -696214.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -696267.625000 Penalty: 2816.212158
	Iteration 8Q: 3 clusters Score -696267.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -696346.500000 Penalty: 2816.212158
	Iteration 9Q: 3 clusters Score -696346.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -696440.625000 Penalty: 2816.212158
	Iteration 10Q: 3 clusters Score -696440.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -696554.250000 Penalty: 2816.212158
	Iteration 11Q: 3 clusters Score -696554.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -696676.000000 Penalty: 2816.212158
	Iteration 12Q: 3 clusters Score -696676 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -696811.125000 Penalty: 2816.212158
	Iteration 13Q: 3 clusters Score -696811.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -696934.000000 Penalty: 2816.212158
	Iteration 14Q: 3 clusters Score -696934 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -697078.500000 Penalty: 2816.212158
	Iteration 15Q: 3 clusters Score -697078.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -697209.062500 Penalty: 2816.212158
	Iteration 16Q: 3 clusters Score -697209.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -697310.812500 Penalty: 2816.212158
	Iteration 17Q: 3 clusters Score -697310.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -697395.062500 Penalty: 2816.212158
	Iteration 18Q: 3 clusters Score -697395.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -697467.312500 Penalty: 2816.212158
	Iteration 19Q: 3 clusters Score -697467.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -697511.125000 Penalty: 2816.212158
	Iteration 20F: 3 clusters Score -697511.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -697538.687500 Penalty: 2816.212158
	Iteration 21Q: 3 clusters Score -697538.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -697562.437500 Penalty: 2816.212158
	Iteration 22Q: 3 clusters Score -697562.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -697588.937500 Penalty: 2816.212158
	Iteration 23Q: 3 clusters Score -697588.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -697604.250000 Penalty: 2816.212158
	Iteration 24Q: 3 clusters Score -697604.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -697619.875000 Penalty: 2816.212158
	Iteration 25Q: 3 clusters Score -697619.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -697624.562500 Penalty: 2816.212158
	Iteration 26Q: 3 clusters Score -697624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -697629.062500 Penalty: 2816.212158
	Iteration 27Q: 3 clusters Score -697629.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -697634.812500 Penalty: 2816.212158
	Iteration 28Q: 3 clusters Score -697634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -697638.312500 Penalty: 2816.212158
	Iteration 29Q: 3 clusters Score -697638.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -697641.125000 Penalty: 2816.212158
	Iteration 30Q: 3 clusters Score -697641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -697644.187500 Penalty: 2816.212158
	Iteration 31Q: 3 clusters Score -697644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -697645.562500 Penalty: 2816.212158
	Iteration 32Q: 3 clusters Score -697645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -697646.937500 Penalty: 2816.212158
	Iteration 33Q: 3 clusters Score -697646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -697649.187500 Penalty: 2816.212158
	Iteration 34Q: 3 clusters Score -697649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -697650.375000 Penalty: 2816.212158
	Iteration 35Q: 3 clusters Score -697650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -697651.750000 Penalty: 2816.212158
	Iteration 36Q: 3 clusters Score -697651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -697652.750000 Penalty: 2816.212158
	Iteration 37Q: 3 clusters Score -697652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -697653.312500 Penalty: 2816.212158
	Iteration 38Q: 3 clusters Score -697653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -697656.312500 Penalty: 2816.212158
	Iteration 39Q: 3 clusters Score -697656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -697660.562500 Penalty: 2816.212158
	Iteration 40F: 3 clusters Score -697660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -697662.875000 Penalty: 2816.212158
	Iteration 41Q: 3 clusters Score -697662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -697662.875000 Penalty: 2816.212158
	Iteration 42F: 3 clusters Score -697662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -217448.062500 Penalty: 1232.029419
	Iteration 0F: 2 clusters Score -217448.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -215430.390625 Penalty: 2464.058838
	Iteration 0F: 3 clusters Score -215430.4 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -216016.937500 Penalty: 2464.058838
	Iteration 1F: 3 clusters Score -216016.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -216237.625000 Penalty: 2464.058838
	Iteration 2F: 3 clusters Score -216237.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -216500.734375 Penalty: 2464.058838
	Iteration 3F: 3 clusters Score -216500.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -216748.156250 Penalty: 2464.058838
	Iteration 4F: 3 clusters Score -216748.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -216901.843750 Penalty: 2464.058838
	Iteration 5F: 3 clusters Score -216901.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -217038.734375 Penalty: 2464.058838
	Iteration 6F: 3 clusters Score -217038.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -217106.187500 Penalty: 2464.058838
	Iteration 7Q: 3 clusters Score -217106.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -217142.062500 Penalty: 2464.058838
	Iteration 8Q: 3 clusters Score -217142.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -217171.171875 Penalty: 2464.058838
	Iteration 9Q: 3 clusters Score -217171.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -217185.875000 Penalty: 2464.058838
	Iteration 10Q: 3 clusters Score -217185.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -217195.937500 Penalty: 2464.058838
	Iteration 11Q: 3 clusters Score -217195.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -217205.062500 Penalty: 2464.058838
	Iteration 12Q: 3 clusters Score -217205.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -217209.281250 Penalty: 2464.058838
	Iteration 13Q: 3 clusters Score -217209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -217211.531250 Penalty: 2464.058838
	Iteration 14Q: 3 clusters Score -217211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -217212.640625 Penalty: 2464.058838
	Iteration 15Q: 3 clusters Score -217212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -217213.375000 Penalty: 2464.058838
	Iteration 16Q: 3 clusters Score -217213.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -217213.765625 Penalty: 2464.058838
	Iteration 17Q: 3 clusters Score -217213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -217213.765625 Penalty: 2464.058838
	Iteration 18F: 3 clusters Score -217213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -21257.271484 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -21257.27 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 155 members 
Entering Unmasked Estep 
Score: -20587.630859 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -20587.63 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20984.115234 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -20984.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21258.175781 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -21258.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21386.482422 Penalty: 1864.385986
	Iteration 3F: 3 clusters Score -21386.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21450.958984 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -21450.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21481.478516 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -21481.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21504.404297 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -21504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21524.492188 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -21524.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21533.972656 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -21533.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21548.185547 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -21548.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21548.185547 Penalty: 1864.385986
	Iteration 10F: 3 clusters Score -21548.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98058 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 96071 members 
Mstep: Class 4 contains 86444 members 
Mstep: Class 5 contains 119414 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 4010 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21749 members 
Mstep: Class 11 contains 89339 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10054 members 
Mstep: Class 14 contains 8714 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98284 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 86760 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 216 members 
Mstep: Class 22 contains 2756 members 
Mstep: Class 23 contains 38138 members 
Mstep: Class 24 contains 31377 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 6474 members 
Mstep: Class 28 contains 9248 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Mstep: Class 32 contains 94 members 
Entering Unmasked Estep 
Score: -102236264.000000 Penalty: 70941.500000
Splitting cluster 21 changes total score from -102237272.000000 to -102236264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -316797.750000 Penalty: 1287.249512
	Iteration 0F: 2 clusters Score -316797.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -314298.125000 Penalty: 2574.499023
	Iteration 0F: 3 clusters Score -314298.1 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -315092.625000 Penalty: 2574.499023
	Iteration 1F: 3 clusters Score -315092.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -315435.625000 Penalty: 2574.499023
	Iteration 2F: 3 clusters Score -315435.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -315733.968750 Penalty: 2574.499023
	Iteration 3F: 3 clusters Score -315734 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -315942.031250 Penalty: 2574.499023
	Iteration 4F: 3 clusters Score -315942 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -316044.437500 Penalty: 2574.499023
	Iteration 5Q: 3 clusters Score -316044.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -316093.656250 Penalty: 2574.499023
	Iteration 6Q: 3 clusters Score -316093.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -316120.218750 Penalty: 2574.499023
	Iteration 7Q: 3 clusters Score -316120.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -316139.812500 Penalty: 2574.499023
	Iteration 8Q: 3 clusters Score -316139.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -316158.312500 Penalty: 2574.499023
	Iteration 9Q: 3 clusters Score -316158.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -316173.000000 Penalty: 2574.499023
	Iteration 10Q: 3 clusters Score -316173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -316183.093750 Penalty: 2574.499023
	Iteration 11Q: 3 clusters Score -316183.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -316198.343750 Penalty: 2574.499023
	Iteration 12Q: 3 clusters Score -316198.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -316215.625000 Penalty: 2574.499023
	Iteration 13Q: 3 clusters Score -316215.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -316235.656250 Penalty: 2574.499023
	Iteration 14Q: 3 clusters Score -316235.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -316266.250000 Penalty: 2574.499023
	Iteration 15Q: 3 clusters Score -316266.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -316296.250000 Penalty: 2574.499023
	Iteration 16Q: 3 clusters Score -316296.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -316326.468750 Penalty: 2574.499023
	Iteration 17Q: 3 clusters Score -316326.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -316356.250000 Penalty: 2574.499023
	Iteration 18Q: 3 clusters Score -316356.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -316373.500000 Penalty: 2574.499023
	Iteration 19Q: 3 clusters Score -316373.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -316384.062500 Penalty: 2574.499023
	Iteration 20F: 3 clusters Score -316384.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -316386.437500 Penalty: 2574.499023
	Iteration 21Q: 3 clusters Score -316386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -316391.656250 Penalty: 2574.499023
	Iteration 22Q: 3 clusters Score -316391.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -316395.812500 Penalty: 2574.499023
	Iteration 23Q: 3 clusters Score -316395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -316401.031250 Penalty: 2574.499023
	Iteration 24Q: 3 clusters Score -316401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -316412.250000 Penalty: 2574.499023
	Iteration 25Q: 3 clusters Score -316412.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -316418.750000 Penalty: 2574.499023
	Iteration 26Q: 3 clusters Score -316418.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -316424.000000 Penalty: 2574.499023
	Iteration 27Q: 3 clusters Score -316424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -316427.375000 Penalty: 2574.499023
	Iteration 28Q: 3 clusters Score -316427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -316429.968750 Penalty: 2574.499023
	Iteration 29Q: 3 clusters Score -316430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -316431.687500 Penalty: 2574.499023
	Iteration 30Q: 3 clusters Score -316431.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -316432.500000 Penalty: 2574.499023
	Iteration 31Q: 3 clusters Score -316432.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -316437.062500 Penalty: 2574.499023
	Iteration 32Q: 3 clusters Score -316437.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -316441.093750 Penalty: 2574.499023
	Iteration 33Q: 3 clusters Score -316441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -316442.968750 Penalty: 2574.499023
	Iteration 34Q: 3 clusters Score -316443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -316444.468750 Penalty: 2574.499023
	Iteration 35Q: 3 clusters Score -316444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -316445.312500 Penalty: 2574.499023
	Iteration 36Q: 3 clusters Score -316445.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -316445.312500 Penalty: 2574.499023
	Iteration 37F: 3 clusters Score -316445.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Entering Unmasked Estep 
Score: -4707710.500000 Penalty: 1714.207031
	Iteration 0F: 2 clusters Score -4707710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -4682189.000000 Penalty: 3428.414062
	Iteration 0F: 3 clusters Score -4682189 nChanged 17711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -4691964.000000 Penalty: 3428.414062
	Iteration 1F: 3 clusters Score -4691964 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -4692488.000000 Penalty: 3428.414062
	Iteration 2Q: 3 clusters Score -4692488 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -4693186.500000 Penalty: 3428.414062
	Iteration 3Q: 3 clusters Score -4693186 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4694202.500000 Penalty: 3428.414062
	Iteration 4F: 3 clusters Score -4694202 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -4695896.500000 Penalty: 3428.414062
	Iteration 5F: 3 clusters Score -4695896 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -4698279.000000 Penalty: 3428.414062
	Iteration 6F: 3 clusters Score -4698279 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -4701019.500000 Penalty: 3428.414062
	Iteration 7F: 3 clusters Score -4701020 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4703349.500000 Penalty: 3428.414062
	Iteration 8F: 3 clusters Score -4703350 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4704864.000000 Penalty: 3428.414062
	Iteration 9Q: 3 clusters Score -4704864 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4705517.000000 Penalty: 3428.414062
	Iteration 10Q: 3 clusters Score -4705517 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4705875.500000 Penalty: 3428.414062
	Iteration 11Q: 3 clusters Score -4705876 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4706047.000000 Penalty: 3428.414062
	Iteration 12Q: 3 clusters Score -4706047 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4706132.500000 Penalty: 3428.414062
	Iteration 13Q: 3 clusters Score -4706132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4706177.000000 Penalty: 3428.414062
	Iteration 14Q: 3 clusters Score -4706177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4706200.000000 Penalty: 3428.414062
	Iteration 15Q: 3 clusters Score -4706200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4706213.000000 Penalty: 3428.414062
	Iteration 16Q: 3 clusters Score -4706213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4706237.000000 Penalty: 3428.414062
	Iteration 17Q: 3 clusters Score -4706237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4706247.000000 Penalty: 3428.414062
	Iteration 18Q: 3 clusters Score -4706247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4706266.000000 Penalty: 3428.414062
	Iteration 19Q: 3 clusters Score -4706266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4706268.000000 Penalty: 3428.414062
	Iteration 20F: 3 clusters Score -4706268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4706272.500000 Penalty: 3428.414062
	Iteration 21Q: 3 clusters Score -4706272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4706276.500000 Penalty: 3428.414062
	Iteration 22Q: 3 clusters Score -4706276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4706278.000000 Penalty: 3428.414062
	Iteration 23Q: 3 clusters Score -4706278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4706282.000000 Penalty: 3428.414062
	Iteration 24Q: 3 clusters Score -4706282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4706283.500000 Penalty: 3428.414062
	Iteration 25Q: 3 clusters Score -4706284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4706283.500000 Penalty: 3428.414062
	Iteration 26Q: 3 clusters Score -4706284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4706293.000000 Penalty: 3428.414062
	Iteration 27Q: 3 clusters Score -4706293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4706295.500000 Penalty: 3428.414062
	Iteration 28Q: 3 clusters Score -4706296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4706297.500000 Penalty: 3428.414062
	Iteration 29Q: 3 clusters Score -4706298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4706302.000000 Penalty: 3428.414062
	Iteration 30Q: 3 clusters Score -4706302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4706300.500000 Penalty: 3428.414062
	Iteration 31Q: 3 clusters Score -4706300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4706304.000000 Penalty: 3428.414062
	Iteration 32Q: 3 clusters Score -4706304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4706302.000000 Penalty: 3428.414062
	Iteration 33Q: 3 clusters Score -4706302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4706303.500000 Penalty: 3428.414062
	Iteration 34Q: 3 clusters Score -4706304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4706303.500000 Penalty: 3428.414062
	Iteration 35F: 3 clusters Score -4706304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Entering Unmasked Estep 
Score: -3787353.000000 Penalty: 1682.497437
	Iteration 0F: 2 clusters Score -3787353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3766335.250000 Penalty: 3364.994873
	Iteration 0F: 3 clusters Score -3766335 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3774598.500000 Penalty: 3364.994873
	Iteration 1F: 3 clusters Score -3774598 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3775417.250000 Penalty: 3364.994873
	Iteration 2F: 3 clusters Score -3775417 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3776701.000000 Penalty: 3364.994873
	Iteration 3F: 3 clusters Score -3776701 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3778722.500000 Penalty: 3364.994873
	Iteration 4F: 3 clusters Score -3778722 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -3781314.500000 Penalty: 3364.994873
	Iteration 5F: 3 clusters Score -3781314 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3783523.750000 Penalty: 3364.994873
	Iteration 6F: 3 clusters Score -3783524 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3785192.500000 Penalty: 3364.994873
	Iteration 7Q: 3 clusters Score -3785192 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3786386.000000 Penalty: 3364.994873
	Iteration 8Q: 3 clusters Score -3786386 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3786707.750000 Penalty: 3364.994873
	Iteration 9Q: 3 clusters Score -3786708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3786775.000000 Penalty: 3364.994873
	Iteration 10Q: 3 clusters Score -3786775 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3786789.250000 Penalty: 3364.994873
	Iteration 11Q: 3 clusters Score -3786789 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3786803.750000 Penalty: 3364.994873
	Iteration 12Q: 3 clusters Score -3786804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3786820.250000 Penalty: 3364.994873
	Iteration 13Q: 3 clusters Score -3786820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3786831.000000 Penalty: 3364.994873
	Iteration 14Q: 3 clusters Score -3786831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3786839.000000 Penalty: 3364.994873
	Iteration 15Q: 3 clusters Score -3786839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3786838.500000 Penalty: 3364.994873
	Iteration 16Q: 3 clusters Score -3786838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3786840.250000 Penalty: 3364.994873
	Iteration 17Q: 3 clusters Score -3786840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3786850.250000 Penalty: 3364.994873
	Iteration 18Q: 3 clusters Score -3786850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3786846.750000 Penalty: 3364.994873
	Iteration 19Q: 3 clusters Score -3786847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3786849.750000 Penalty: 3364.994873
	Iteration 20F: 3 clusters Score -3786850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3786852.000000 Penalty: 3364.994873
	Iteration 21Q: 3 clusters Score -3786852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3786852.000000 Penalty: 3364.994873
	Iteration 22Q: 3 clusters Score -3786852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3786849.250000 Penalty: 3364.994873
	Iteration 23Q: 3 clusters Score -3786849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3786854.750000 Penalty: 3364.994873
	Iteration 24Q: 3 clusters Score -3786855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3786851.500000 Penalty: 3364.994873
	Iteration 25Q: 3 clusters Score -3786852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3786851.750000 Penalty: 3364.994873
	Iteration 26Q: 3 clusters Score -3786852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3786854.750000 Penalty: 3364.994873
	Iteration 27Q: 3 clusters Score -3786855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3786854.750000 Penalty: 3364.994873
	Iteration 28F: 3 clusters Score -3786855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -591098.187500 Penalty: 1380.926758
	Iteration 0F: 2 clusters Score -591098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -587146.562500 Penalty: 2761.853516
	Iteration 0F: 3 clusters Score -587146.6 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -588220.125000 Penalty: 2761.853516
	Iteration 1F: 3 clusters Score -588220.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -588395.000000 Penalty: 2761.853516
	Iteration 2F: 3 clusters Score -588395 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -588514.312500 Penalty: 2761.853516
	Iteration 3F: 3 clusters Score -588514.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -588605.750000 Penalty: 2761.853516
	Iteration 4Q: 3 clusters Score -588605.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -588692.937500 Penalty: 2761.853516
	Iteration 5Q: 3 clusters Score -588692.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -588779.750000 Penalty: 2761.853516
	Iteration 6Q: 3 clusters Score -588779.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -588880.375000 Penalty: 2761.853516
	Iteration 7Q: 3 clusters Score -588880.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -588970.000000 Penalty: 2761.853516
	Iteration 8Q: 3 clusters Score -588970 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -589073.750000 Penalty: 2761.853516
	Iteration 9Q: 3 clusters Score -589073.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -589190.625000 Penalty: 2761.853516
	Iteration 10Q: 3 clusters Score -589190.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -589316.250000 Penalty: 2761.853516
	Iteration 11Q: 3 clusters Score -589316.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -589448.187500 Penalty: 2761.853516
	Iteration 12Q: 3 clusters Score -589448.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -589585.812500 Penalty: 2761.853516
	Iteration 13Q: 3 clusters Score -589585.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -589706.375000 Penalty: 2761.853516
	Iteration 14Q: 3 clusters Score -589706.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -589804.187500 Penalty: 2761.853516
	Iteration 15Q: 3 clusters Score -589804.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -589863.687500 Penalty: 2761.853516
	Iteration 16Q: 3 clusters Score -589863.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -589897.687500 Penalty: 2761.853516
	Iteration 17Q: 3 clusters Score -589897.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -589922.937500 Penalty: 2761.853516
	Iteration 18Q: 3 clusters Score -589922.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -589936.625000 Penalty: 2761.853516
	Iteration 19Q: 3 clusters Score -589936.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -589944.562500 Penalty: 2761.853516
	Iteration 20F: 3 clusters Score -589944.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -589952.750000 Penalty: 2761.853516
	Iteration 21Q: 3 clusters Score -589952.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -589959.062500 Penalty: 2761.853516
	Iteration 22Q: 3 clusters Score -589959.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -589965.000000 Penalty: 2761.853516
	Iteration 23Q: 3 clusters Score -589965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -589970.250000 Penalty: 2761.853516
	Iteration 24Q: 3 clusters Score -589970.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -589974.375000 Penalty: 2761.853516
	Iteration 25Q: 3 clusters Score -589974.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -589978.250000 Penalty: 2761.853516
	Iteration 26Q: 3 clusters Score -589978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -589981.562500 Penalty: 2761.853516
	Iteration 27Q: 3 clusters Score -589981.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -589986.187500 Penalty: 2761.853516
	Iteration 28Q: 3 clusters Score -589986.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -589989.687500 Penalty: 2761.853516
	Iteration 29Q: 3 clusters Score -589989.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -589994.812500 Penalty: 2761.853516
	Iteration 30Q: 3 clusters Score -589994.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -590000.187500 Penalty: 2761.853516
	Iteration 31Q: 3 clusters Score -590000.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -590003.750000 Penalty: 2761.853516
	Iteration 32Q: 3 clusters Score -590003.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -590008.875000 Penalty: 2761.853516
	Iteration 33Q: 3 clusters Score -590008.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -590014.312500 Penalty: 2761.853516
	Iteration 34Q: 3 clusters Score -590014.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -590023.687500 Penalty: 2761.853516
	Iteration 35Q: 3 clusters Score -590023.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -590030.437500 Penalty: 2761.853516
	Iteration 36Q: 3 clusters Score -590030.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -590042.750000 Penalty: 2761.853516
	Iteration 37Q: 3 clusters Score -590042.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -590056.812500 Penalty: 2761.853516
	Iteration 38Q: 3 clusters Score -590056.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -590070.250000 Penalty: 2761.853516
	Iteration 39Q: 3 clusters Score -590070.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -590084.250000 Penalty: 2761.853516
	Iteration 40F: 3 clusters Score -590084.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -590100.312500 Penalty: 2761.853516
	Iteration 41Q: 3 clusters Score -590100.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -590115.250000 Penalty: 2761.853516
	Iteration 42Q: 3 clusters Score -590115.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -590125.750000 Penalty: 2761.853516
	Iteration 43Q: 3 clusters Score -590125.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -590132.000000 Penalty: 2761.853516
	Iteration 44Q: 3 clusters Score -590132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -590138.500000 Penalty: 2761.853516
	Iteration 45Q: 3 clusters Score -590138.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -590144.562500 Penalty: 2761.853516
	Iteration 46Q: 3 clusters Score -590144.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -590151.000000 Penalty: 2761.853516
	Iteration 47Q: 3 clusters Score -590151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -590155.937500 Penalty: 2761.853516
	Iteration 48Q: 3 clusters Score -590155.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -590160.250000 Penalty: 2761.853516
	Iteration 49Q: 3 clusters Score -590160.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -590165.250000 Penalty: 2761.853516
	Iteration 50Q: 3 clusters Score -590165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -590169.812500 Penalty: 2761.853516
	Iteration 51Q: 3 clusters Score -590169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -590172.437500 Penalty: 2761.853516
	Iteration 52Q: 3 clusters Score -590172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -590173.375000 Penalty: 2761.853516
	Iteration 53Q: 3 clusters Score -590173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -590174.937500 Penalty: 2761.853516
	Iteration 54Q: 3 clusters Score -590174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -590176.187500 Penalty: 2761.853516
	Iteration 55Q: 3 clusters Score -590176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -590176.500000 Penalty: 2761.853516
	Iteration 56Q: 3 clusters Score -590176.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -590178.937500 Penalty: 2761.853516
	Iteration 57Q: 3 clusters Score -590178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -590179.937500 Penalty: 2761.853516
	Iteration 58Q: 3 clusters Score -590179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -590180.625000 Penalty: 2761.853516
	Iteration 59Q: 3 clusters Score -590180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -590181.187500 Penalty: 2761.853516
	Iteration 60F: 3 clusters Score -590181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -301527.156250 Penalty: 1274.752808
	Iteration 0F: 2 clusters Score -301527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -299079.281250 Penalty: 2549.505615
	Iteration 0F: 3 clusters Score -299079.3 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -299696.781250 Penalty: 2549.505615
	Iteration 1F: 3 clusters Score -299696.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -299886.906250 Penalty: 2549.505615
	Iteration 2F: 3 clusters Score -299886.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -300017.593750 Penalty: 2549.505615
	Iteration 3F: 3 clusters Score -300017.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -300126.187500 Penalty: 2549.505615
	Iteration 4Q: 3 clusters Score -300126.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -300211.250000 Penalty: 2549.505615
	Iteration 5Q: 3 clusters Score -300211.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -300301.187500 Penalty: 2549.505615
	Iteration 6Q: 3 clusters Score -300301.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -300374.718750 Penalty: 2549.505615
	Iteration 7Q: 3 clusters Score -300374.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -300437.343750 Penalty: 2549.505615
	Iteration 8Q: 3 clusters Score -300437.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -300486.500000 Penalty: 2549.505615
	Iteration 9Q: 3 clusters Score -300486.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -300544.000000 Penalty: 2549.505615
	Iteration 10Q: 3 clusters Score -300544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -300586.656250 Penalty: 2549.505615
	Iteration 11Q: 3 clusters Score -300586.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -300618.937500 Penalty: 2549.505615
	Iteration 12Q: 3 clusters Score -300618.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -300636.500000 Penalty: 2549.505615
	Iteration 13Q: 3 clusters Score -300636.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -300645.500000 Penalty: 2549.505615
	Iteration 14Q: 3 clusters Score -300645.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -300656.687500 Penalty: 2549.505615
	Iteration 15Q: 3 clusters Score -300656.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -300663.562500 Penalty: 2549.505615
	Iteration 16Q: 3 clusters Score -300663.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -300671.156250 Penalty: 2549.505615
	Iteration 17Q: 3 clusters Score -300671.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -300679.406250 Penalty: 2549.505615
	Iteration 18Q: 3 clusters Score -300679.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -300688.125000 Penalty: 2549.505615
	Iteration 19Q: 3 clusters Score -300688.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -300694.187500 Penalty: 2549.505615
	Iteration 20F: 3 clusters Score -300694.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -300700.156250 Penalty: 2549.505615
	Iteration 21Q: 3 clusters Score -300700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -300702.875000 Penalty: 2549.505615
	Iteration 22Q: 3 clusters Score -300702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -300703.750000 Penalty: 2549.505615
	Iteration 23Q: 3 clusters Score -300703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -300704.343750 Penalty: 2549.505615
	Iteration 24Q: 3 clusters Score -300704.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -300704.343750 Penalty: 2549.505615
	Iteration 25F: 3 clusters Score -300704.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -782648.312500 Penalty: 1426.026855
	Iteration 0F: 2 clusters Score -782648.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -777701.375000 Penalty: 2852.053711
	Iteration 0F: 3 clusters Score -777701.4 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -779204.875000 Penalty: 2852.053711
	Iteration 1F: 3 clusters Score -779204.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -779428.375000 Penalty: 2852.053711
	Iteration 2F: 3 clusters Score -779428.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -779586.500000 Penalty: 2852.053711
	Iteration 3F: 3 clusters Score -779586.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -779724.062500 Penalty: 2852.053711
	Iteration 4Q: 3 clusters Score -779724.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -779850.625000 Penalty: 2852.053711
	Iteration 5Q: 3 clusters Score -779850.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -779963.125000 Penalty: 2852.053711
	Iteration 6Q: 3 clusters Score -779963.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -780091.750000 Penalty: 2852.053711
	Iteration 7Q: 3 clusters Score -780091.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -780219.125000 Penalty: 2852.053711
	Iteration 8Q: 3 clusters Score -780219.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -780329.250000 Penalty: 2852.053711
	Iteration 9Q: 3 clusters Score -780329.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -780430.000000 Penalty: 2852.053711
	Iteration 10Q: 3 clusters Score -780430 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -780523.062500 Penalty: 2852.053711
	Iteration 11Q: 3 clusters Score -780523.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -780611.875000 Penalty: 2852.053711
	Iteration 12Q: 3 clusters Score -780611.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -780690.625000 Penalty: 2852.053711
	Iteration 13Q: 3 clusters Score -780690.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -780759.875000 Penalty: 2852.053711
	Iteration 14Q: 3 clusters Score -780759.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -780828.312500 Penalty: 2852.053711
	Iteration 15Q: 3 clusters Score -780828.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -780892.937500 Penalty: 2852.053711
	Iteration 16Q: 3 clusters Score -780892.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -780937.250000 Penalty: 2852.053711
	Iteration 17Q: 3 clusters Score -780937.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -780968.812500 Penalty: 2852.053711
	Iteration 18Q: 3 clusters Score -780968.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -780998.625000 Penalty: 2852.053711
	Iteration 19Q: 3 clusters Score -780998.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -781018.500000 Penalty: 2852.053711
	Iteration 20F: 3 clusters Score -781018.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -781032.312500 Penalty: 2852.053711
	Iteration 21Q: 3 clusters Score -781032.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -781045.562500 Penalty: 2852.053711
	Iteration 22Q: 3 clusters Score -781045.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -781061.875000 Penalty: 2852.053711
	Iteration 23Q: 3 clusters Score -781061.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -781079.312500 Penalty: 2852.053711
	Iteration 24Q: 3 clusters Score -781079.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -781097.687500 Penalty: 2852.053711
	Iteration 25Q: 3 clusters Score -781097.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -781108.562500 Penalty: 2852.053711
	Iteration 26Q: 3 clusters Score -781108.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -781117.875000 Penalty: 2852.053711
	Iteration 27Q: 3 clusters Score -781117.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -781125.312500 Penalty: 2852.053711
	Iteration 28Q: 3 clusters Score -781125.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -781132.812500 Penalty: 2852.053711
	Iteration 29Q: 3 clusters Score -781132.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -781137.250000 Penalty: 2852.053711
	Iteration 30Q: 3 clusters Score -781137.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -781141.000000 Penalty: 2852.053711
	Iteration 31Q: 3 clusters Score -781141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -781147.687500 Penalty: 2852.053711
	Iteration 32Q: 3 clusters Score -781147.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -781149.562500 Penalty: 2852.053711
	Iteration 33Q: 3 clusters Score -781149.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -781152.812500 Penalty: 2852.053711
	Iteration 34Q: 3 clusters Score -781152.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -781153.500000 Penalty: 2852.053711
	Iteration 35Q: 3 clusters Score -781153.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -781154.687500 Penalty: 2852.053711
	Iteration 36Q: 3 clusters Score -781154.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -781156.125000 Penalty: 2852.053711
	Iteration 37Q: 3 clusters Score -781156.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -781158.625000 Penalty: 2852.053711
	Iteration 38Q: 3 clusters Score -781158.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -781157.125000 Penalty: 2852.053711
	Iteration 39Q: 3 clusters Score -781157.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -781158.562500 Penalty: 2852.053711
	Iteration 40F: 3 clusters Score -781158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -781160.562500 Penalty: 2852.053711
	Iteration 41Q: 3 clusters Score -781160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -781160.500000 Penalty: 2852.053711
	Iteration 42Q: 3 clusters Score -781160.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -781161.125000 Penalty: 2852.053711
	Iteration 43Q: 3 clusters Score -781161.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -781160.375000 Penalty: 2852.053711
	Iteration 44Q: 3 clusters Score -781160.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -781163.437500 Penalty: 2852.053711
	Iteration 45Q: 3 clusters Score -781163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -781163.937500 Penalty: 2852.053711
	Iteration 46Q: 3 clusters Score -781163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -781163.500000 Penalty: 2852.053711
	Iteration 47Q: 3 clusters Score -781163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -781164.812500 Penalty: 2852.053711
	Iteration 48Q: 3 clusters Score -781164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -781164.125000 Penalty: 2852.053711
	Iteration 49Q: 3 clusters Score -781164.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -781167.125000 Penalty: 2852.053711
	Iteration 50Q: 3 clusters Score -781167.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -781165.125000 Penalty: 2852.053711
	Iteration 51Q: 3 clusters Score -781165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -781168.312500 Penalty: 2852.053711
	Iteration 52Q: 3 clusters Score -781168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -781167.687500 Penalty: 2852.053711
	Iteration 53Q: 3 clusters Score -781167.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -781168.500000 Penalty: 2852.053711
	Iteration 54Q: 3 clusters Score -781168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -781168.687500 Penalty: 2852.053711
	Iteration 55Q: 3 clusters Score -781168.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -781170.125000 Penalty: 2852.053711
	Iteration 56Q: 3 clusters Score -781170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -781169.500000 Penalty: 2852.053711
	Iteration 57Q: 3 clusters Score -781169.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -781170.187500 Penalty: 2852.053711
	Iteration 58Q: 3 clusters Score -781170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -781170.812500 Penalty: 2852.053711
	Iteration 59Q: 3 clusters Score -781170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -781171.312500 Penalty: 2852.053711
	Iteration 60F: 3 clusters Score -781171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -781171.437500 Penalty: 2852.053711
	Iteration 61Q: 3 clusters Score -781171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -781173.187500 Penalty: 2852.053711
	Iteration 62Q: 3 clusters Score -781173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -781172.250000 Penalty: 2852.053711
	Iteration 63Q: 3 clusters Score -781172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -781174.187500 Penalty: 2852.053711
	Iteration 64Q: 3 clusters Score -781174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -781175.562500 Penalty: 2852.053711
	Iteration 65Q: 3 clusters Score -781175.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -781177.437500 Penalty: 2852.053711
	Iteration 66Q: 3 clusters Score -781177.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -781177.000000 Penalty: 2852.053711
	Iteration 67Q: 3 clusters Score -781177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -781178.937500 Penalty: 2852.053711
	Iteration 68Q: 3 clusters Score -781178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -781180.187500 Penalty: 2852.053711
	Iteration 69Q: 3 clusters Score -781180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -781180.437500 Penalty: 2852.053711
	Iteration 70Q: 3 clusters Score -781180.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -781182.812500 Penalty: 2852.053711
	Iteration 71Q: 3 clusters Score -781182.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -781184.875000 Penalty: 2852.053711
	Iteration 72Q: 3 clusters Score -781184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -781186.375000 Penalty: 2852.053711
	Iteration 73Q: 3 clusters Score -781186.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -781189.500000 Penalty: 2852.053711
	Iteration 74Q: 3 clusters Score -781189.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -781190.437500 Penalty: 2852.053711
	Iteration 75Q: 3 clusters Score -781190.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -781193.562500 Penalty: 2852.053711
	Iteration 76Q: 3 clusters Score -781193.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -781195.937500 Penalty: 2852.053711
	Iteration 77Q: 3 clusters Score -781195.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -781197.125000 Penalty: 2852.053711
	Iteration 78Q: 3 clusters Score -781197.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -781196.875000 Penalty: 2852.053711
	Iteration 79Q: 3 clusters Score -781196.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -781196.562500 Penalty: 2852.053711
	Iteration 80F: 3 clusters Score -781196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -781195.500000 Penalty: 2852.053711
	Iteration 81Q: 3 clusters Score -781195.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -781195.812500 Penalty: 2852.053711
	Iteration 82Q: 3 clusters Score -781195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -781196.562500 Penalty: 2852.053711
	Iteration 83Q: 3 clusters Score -781196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -781198.125000 Penalty: 2852.053711
	Iteration 84Q: 3 clusters Score -781198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -781199.312500 Penalty: 2852.053711
	Iteration 85Q: 3 clusters Score -781199.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -781198.687500 Penalty: 2852.053711
	Iteration 86Q: 3 clusters Score -781198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -781201.187500 Penalty: 2852.053711
	Iteration 87Q: 3 clusters Score -781201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -781202.187500 Penalty: 2852.053711
	Iteration 88Q: 3 clusters Score -781202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -781202.125000 Penalty: 2852.053711
	Iteration 89Q: 3 clusters Score -781202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -781202.625000 Penalty: 2852.053711
	Iteration 90Q: 3 clusters Score -781202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -781203.562500 Penalty: 2852.053711
	Iteration 91Q: 3 clusters Score -781203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -781204.750000 Penalty: 2852.053711
	Iteration 92Q: 3 clusters Score -781204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -781206.125000 Penalty: 2852.053711
	Iteration 93Q: 3 clusters Score -781206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -781204.500000 Penalty: 2852.053711
	Iteration 94Q: 3 clusters Score -781204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -781205.625000 Penalty: 2852.053711
	Iteration 95Q: 3 clusters Score -781205.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -781204.187500 Penalty: 2852.053711
	Iteration 96Q: 3 clusters Score -781204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -781206.687500 Penalty: 2852.053711
	Iteration 97Q: 3 clusters Score -781206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -781207.125000 Penalty: 2852.053711
	Iteration 98Q: 3 clusters Score -781207.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -781208.375000 Penalty: 2852.053711
	Iteration 99Q: 3 clusters Score -781208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -781206.750000 Penalty: 2852.053711
	Iteration 100F: 3 clusters Score -781206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -781209.312500 Penalty: 2852.053711
	Iteration 101Q: 3 clusters Score -781209.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -781209.312500 Penalty: 2852.053711
	Iteration 102F: 3 clusters Score -781209.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Entering Unmasked Estep 
Score: -1131136.875000 Penalty: 1483.976440
	Iteration 0F: 2 clusters Score -1131137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1124358.625000 Penalty: 2967.952881
	Iteration 0F: 3 clusters Score -1124359 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1126483.625000 Penalty: 2967.952881
	Iteration 1F: 3 clusters Score -1126484 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1126698.625000 Penalty: 2967.952881
	Iteration 2F: 3 clusters Score -1126699 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1126855.250000 Penalty: 2967.952881
	Iteration 3Q: 3 clusters Score -1126855 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1126982.000000 Penalty: 2967.952881
	Iteration 4Q: 3 clusters Score -1126982 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1127083.250000 Penalty: 2967.952881
	Iteration 5Q: 3 clusters Score -1127083 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1127186.000000 Penalty: 2967.952881
	Iteration 6Q: 3 clusters Score -1127186 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1127286.750000 Penalty: 2967.952881
	Iteration 7Q: 3 clusters Score -1127287 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1127390.500000 Penalty: 2967.952881
	Iteration 8Q: 3 clusters Score -1127390 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1127537.000000 Penalty: 2967.952881
	Iteration 9Q: 3 clusters Score -1127537 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1127698.250000 Penalty: 2967.952881
	Iteration 10Q: 3 clusters Score -1127698 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1127889.125000 Penalty: 2967.952881
	Iteration 11Q: 3 clusters Score -1127889 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1128087.000000 Penalty: 2967.952881
	Iteration 12Q: 3 clusters Score -1128087 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1128291.250000 Penalty: 2967.952881
	Iteration 13Q: 3 clusters Score -1128291 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1128539.750000 Penalty: 2967.952881
	Iteration 14Q: 3 clusters Score -1128540 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1128794.125000 Penalty: 2967.952881
	Iteration 15Q: 3 clusters Score -1128794 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1129047.250000 Penalty: 2967.952881
	Iteration 16Q: 3 clusters Score -1129047 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1129276.625000 Penalty: 2967.952881
	Iteration 17Q: 3 clusters Score -1129277 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1129442.250000 Penalty: 2967.952881
	Iteration 18Q: 3 clusters Score -1129442 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1129555.500000 Penalty: 2967.952881
	Iteration 19Q: 3 clusters Score -1129556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1129646.625000 Penalty: 2967.952881
	Iteration 20F: 3 clusters Score -1129647 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1129709.125000 Penalty: 2967.952881
	Iteration 21Q: 3 clusters Score -1129709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1129754.875000 Penalty: 2967.952881
	Iteration 22Q: 3 clusters Score -1129755 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1129799.500000 Penalty: 2967.952881
	Iteration 23Q: 3 clusters Score -1129800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1129832.125000 Penalty: 2967.952881
	Iteration 24Q: 3 clusters Score -1129832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1129850.500000 Penalty: 2967.952881
	Iteration 25Q: 3 clusters Score -1129850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1129863.875000 Penalty: 2967.952881
	Iteration 26Q: 3 clusters Score -1129864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1129869.750000 Penalty: 2967.952881
	Iteration 27Q: 3 clusters Score -1129870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1129875.500000 Penalty: 2967.952881
	Iteration 28Q: 3 clusters Score -1129876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1129880.875000 Penalty: 2967.952881
	Iteration 29Q: 3 clusters Score -1129881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1129882.625000 Penalty: 2967.952881
	Iteration 30Q: 3 clusters Score -1129883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1129883.750000 Penalty: 2967.952881
	Iteration 31Q: 3 clusters Score -1129884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1129887.750000 Penalty: 2967.952881
	Iteration 32Q: 3 clusters Score -1129888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1129889.750000 Penalty: 2967.952881
	Iteration 33Q: 3 clusters Score -1129890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1129889.875000 Penalty: 2967.952881
	Iteration 34Q: 3 clusters Score -1129890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1129893.500000 Penalty: 2967.952881
	Iteration 35Q: 3 clusters Score -1129894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1129894.250000 Penalty: 2967.952881
	Iteration 36Q: 3 clusters Score -1129894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1129897.375000 Penalty: 2967.952881
	Iteration 37Q: 3 clusters Score -1129897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1129897.875000 Penalty: 2967.952881
	Iteration 38Q: 3 clusters Score -1129898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1129900.000000 Penalty: 2967.952881
	Iteration 39Q: 3 clusters Score -1129900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1129903.750000 Penalty: 2967.952881
	Iteration 40F: 3 clusters Score -1129904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1129906.250000 Penalty: 2967.952881
	Iteration 41Q: 3 clusters Score -1129906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1129909.750000 Penalty: 2967.952881
	Iteration 42Q: 3 clusters Score -1129910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1129911.250000 Penalty: 2967.952881
	Iteration 43Q: 3 clusters Score -1129911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1129913.000000 Penalty: 2967.952881
	Iteration 44Q: 3 clusters Score -1129913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1129911.125000 Penalty: 2967.952881
	Iteration 45Q: 3 clusters Score -1129911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1129911.125000 Penalty: 2967.952881
	Iteration 46F: 3 clusters Score -1129911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32316.642578 Penalty: 944.796265
	Iteration 0F: 2 clusters Score -32316.64 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 159 members 
Entering Unmasked Estep 
Score: -31477.353516 Penalty: 1889.592529
	Iteration 0F: 3 clusters Score -31477.35 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31672.052734 Penalty: 1889.592529
	Iteration 1F: 3 clusters Score -31672.05 nChanged 15
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: -31739.316406 Penalty: 1889.592529
	Iteration 2Q: 3 clusters Score -31739.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31786.650391 Penalty: 1889.592529
	Iteration 3Q: 3 clusters Score -31786.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31825.097656 Penalty: 1889.592529
	Iteration 4Q: 3 clusters Score -31825.1 nChanged 5
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: -31853.291016 Penalty: 1889.592529
	Iteration 5Q: 3 clusters Score -31853.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31862.156250 Penalty: 1889.592529
	Iteration 6Q: 3 clusters Score -31862.16 nChanged 2
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: -31865.064453 Penalty: 1889.592529
	Iteration 7Q: 3 clusters Score -31865.06 nChanged 2
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: -31872.367188 Penalty: 1889.592529
	Iteration 8Q: 3 clusters Score -31872.37 nChanged 2
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: -31878.894531 Penalty: 1889.592529
	Iteration 9Q: 3 clusters Score -31878.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31883.980469 Penalty: 1889.592529
	Iteration 10Q: 3 clusters Score -31883.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31888.099609 Penalty: 1889.592529
	Iteration 11Q: 3 clusters Score -31888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31888.281250 Penalty: 1889.592529
	Iteration 12Q: 3 clusters Score -31888.28 nChanged 1
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: -31889.753906 Penalty: 1889.592529
	Iteration 13Q: 3 clusters Score -31889.75 nChanged 1
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: -31890.365234 Penalty: 1889.592529
	Iteration 14Q: 3 clusters Score -31890.37 nChanged 0
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: -31890.988281 Penalty: 1889.592529
	Iteration 15F: 3 clusters Score -31890.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31904.154297 Penalty: 1889.592529
	Iteration 16Q: 3 clusters Score -31904.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31918.683594 Penalty: 1889.592529
	Iteration 17Q: 3 clusters Score -31918.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31925.558594 Penalty: 1889.592529
	Iteration 18Q: 3 clusters Score -31925.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31925.558594 Penalty: 1889.592529
	Iteration 19F: 3 clusters Score -31925.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -10104.012695 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -10104.01 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 90 members 
Entering Unmasked Estep 
Score: -9597.095703 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -9597.096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9811.023438 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -9811.023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9873.962891 Penalty: 1693.083008
	Iteration 2Q: 3 clusters Score -9873.963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9898.821289 Penalty: 1693.083008
	Iteration 3Q: 3 clusters Score -9898.821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9898.821289 Penalty: 1693.083008
	Iteration 4F: 3 clusters Score -9898.821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -53188.210938 Penalty: 1025.656860
	Iteration 0F: 2 clusters Score -53188.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52193.207031 Penalty: 2051.313721
	Iteration 0F: 3 clusters Score -52193.21 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52536.347656 Penalty: 2051.313721
	Iteration 1F: 3 clusters Score -52536.35 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52698.269531 Penalty: 2051.313721
	Iteration 2F: 3 clusters Score -52698.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52856.296875 Penalty: 2051.313721
	Iteration 3F: 3 clusters Score -52856.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52917.312500 Penalty: 2051.313721
	Iteration 4Q: 3 clusters Score -52917.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52937.843750 Penalty: 2051.313721
	Iteration 5Q: 3 clusters Score -52937.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52953.593750 Penalty: 2051.313721
	Iteration 6Q: 3 clusters Score -52953.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52962.742188 Penalty: 2051.313721
	Iteration 7Q: 3 clusters Score -52962.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52968.839844 Penalty: 2051.313721
	Iteration 8Q: 3 clusters Score -52968.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52974.289062 Penalty: 2051.313721
	Iteration 9Q: 3 clusters Score -52974.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52978.230469 Penalty: 2051.313721
	Iteration 10Q: 3 clusters Score -52978.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52981.082031 Penalty: 2051.313721
	Iteration 11Q: 3 clusters Score -52981.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52982.363281 Penalty: 2051.313721
	Iteration 12Q: 3 clusters Score -52982.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52991.191406 Penalty: 2051.313721
	Iteration 13Q: 3 clusters Score -52991.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52994.742188 Penalty: 2051.313721
	Iteration 14Q: 3 clusters Score -52994.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53002.257812 Penalty: 2051.313721
	Iteration 15Q: 3 clusters Score -53002.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53011.835938 Penalty: 2051.313721
	Iteration 16Q: 3 clusters Score -53011.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -53028.035156 Penalty: 2051.313721
	Iteration 17Q: 3 clusters Score -53028.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -53050.000000 Penalty: 2051.313721
	Iteration 18Q: 3 clusters Score -53050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53061.191406 Penalty: 2051.313721
	Iteration 19Q: 3 clusters Score -53061.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -53064.324219 Penalty: 2051.313721
	Iteration 20F: 3 clusters Score -53064.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98058 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 96071 members 
Mstep: Class 4 contains 86444 members 
Mstep: Class 5 contains 119414 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 4010 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21749 members 
Mstep: Class 11 contains 89339 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10054 members 
Mstep: Class 14 contains 8714 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98284 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 86760 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2756 members 
Mstep: Class 23 contains 38138 members 
Mstep: Class 24 contains 31377 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 6474 members 
Mstep: Class 28 contains 9248 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237264.000000 Penalty: 68724.578125
Iteration 479Q: 32 clusters Score -1.022373e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 96061 members 
Mstep: Class 4 contains 86424 members 
Mstep: Class 5 contains 119632 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21747 members 
Mstep: Class 11 contains 89279 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10045 members 
Mstep: Class 14 contains 8715 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98266 members 
Mstep: Class 17 contains 3958 members 
Mstep: Class 18 contains 86753 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2753 members 
Mstep: Class 23 contains 38038 members 
Mstep: Class 24 contains 31385 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 9251 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237112.000000 Penalty: 68724.578125
Iteration 480F: 32 clusters Score -1.022371e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 7305 members 
Mstep: Class 3 contains 96054 members 
Mstep: Class 4 contains 86417 members 
Mstep: Class 5 contains 119880 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21742 members 
Mstep: Class 11 contains 89177 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 8712 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98228 members 
Mstep: Class 17 contains 3960 members 
Mstep: Class 18 contains 86743 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2752 members 
Mstep: Class 23 contains 37961 members 
Mstep: Class 24 contains 31398 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 9247 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237320.000000 Penalty: 68724.578125
Iteration 481Q: 32 clusters Score -1.022373e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 7308 members 
Mstep: Class 3 contains 96037 members 
Mstep: Class 4 contains 86418 members 
Mstep: Class 5 contains 120090 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 4017 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21728 members 
Mstep: Class 11 contains 89052 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10035 members 
Mstep: Class 14 contains 8711 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98221 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 86734 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2751 members 
Mstep: Class 23 contains 37889 members 
Mstep: Class 24 contains 31411 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 6474 members 
Mstep: Class 28 contains 9252 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237392.000000 Penalty: 68724.578125
Iteration 482Q: 32 clusters Score -1.022374e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98050 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 96018 members 
Mstep: Class 4 contains 86433 members 
Mstep: Class 5 contains 120309 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 4018 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21718 members 
Mstep: Class 11 contains 88922 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10031 members 
Mstep: Class 14 contains 8713 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98193 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 86731 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2751 members 
Mstep: Class 23 contains 37819 members 
Mstep: Class 24 contains 31427 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 6476 members 
Mstep: Class 28 contains 9254 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237264.000000 Penalty: 68724.578125
Iteration 483Q: 32 clusters Score -1.022373e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 3 contains 96002 members 
Mstep: Class 4 contains 86392 members 
Mstep: Class 5 contains 120491 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 4017 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21704 members 
Mstep: Class 11 contains 88834 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10023 members 
Mstep: Class 14 contains 8720 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98193 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 86725 members 
Mstep: Class 19 contains 5815 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2752 members 
Mstep: Class 23 contains 37764 members 
Mstep: Class 24 contains 31444 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2547 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9255 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237216.000000 Penalty: 68724.578125
Iteration 484Q: 32 clusters Score -1.022372e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 7320 members 
Mstep: Class 3 contains 95979 members 
Mstep: Class 4 contains 86354 members 
Mstep: Class 5 contains 120676 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 4020 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21693 members 
Mstep: Class 11 contains 88790 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10011 members 
Mstep: Class 14 contains 8719 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98171 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 86709 members 
Mstep: Class 19 contains 5818 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2753 members 
Mstep: Class 23 contains 37724 members 
Mstep: Class 24 contains 31441 members 
Mstep: Class 25 contains 4900 members 
Mstep: Class 26 contains 2545 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 9258 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237168.000000 Penalty: 68724.578125
Iteration 485Q: 32 clusters Score -1.022372e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98048 members 
Mstep: Class 2 contains 7321 members 
Mstep: Class 3 contains 95969 members 
Mstep: Class 4 contains 86344 members 
Mstep: Class 5 contains 120842 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 4021 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21681 members 
Mstep: Class 11 contains 88773 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10007 members 
Mstep: Class 14 contains 8718 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98152 members 
Mstep: Class 17 contains 3983 members 
Mstep: Class 18 contains 86691 members 
Mstep: Class 19 contains 5821 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2753 members 
Mstep: Class 23 contains 37660 members 
Mstep: Class 24 contains 31445 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2544 members 
Mstep: Class 27 contains 6472 members 
Mstep: Class 28 contains 9255 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237064.000000 Penalty: 68724.578125
Iteration 486Q: 32 clusters Score -1.022371e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 7322 members 
Mstep: Class 3 contains 95954 members 
Mstep: Class 4 contains 86320 members 
Mstep: Class 5 contains 121027 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 4025 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21672 members 
Mstep: Class 11 contains 88723 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10007 members 
Mstep: Class 14 contains 8716 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98131 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 86674 members 
Mstep: Class 19 contains 5829 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2754 members 
Mstep: Class 23 contains 37589 members 
Mstep: Class 24 contains 31464 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2541 members 
Mstep: Class 27 contains 6472 members 
Mstep: Class 28 contains 9258 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236808.000000 Penalty: 68724.578125
Iteration 487Q: 32 clusters Score -1.022368e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98054 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 3 contains 95940 members 
Mstep: Class 4 contains 86313 members 
Mstep: Class 5 contains 121188 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 88672 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10008 members 
Mstep: Class 14 contains 8711 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98122 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 86654 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2753 members 
Mstep: Class 23 contains 37519 members 
Mstep: Class 24 contains 31482 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2540 members 
Mstep: Class 27 contains 6470 members 
Mstep: Class 28 contains 9258 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236840.000000 Penalty: 68724.578125
Iteration 488Q: 32 clusters Score -1.022368e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98054 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95920 members 
Mstep: Class 4 contains 86307 members 
Mstep: Class 5 contains 121350 members 
Mstep: Class 6 contains 1870 members 
Mstep: Class 7 contains 4039 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21653 members 
Mstep: Class 11 contains 88636 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10007 members 
Mstep: Class 14 contains 8711 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98112 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 86637 members 
Mstep: Class 19 contains 5843 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2754 members 
Mstep: Class 23 contains 37436 members 
Mstep: Class 24 contains 31485 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2540 members 
Mstep: Class 27 contains 6471 members 
Mstep: Class 28 contains 9259 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236824.000000 Penalty: 68724.578125
Iteration 489Q: 32 clusters Score -1.022368e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 95886 members 
Mstep: Class 4 contains 86306 members 
Mstep: Class 5 contains 121505 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 21639 members 
Mstep: Class 11 contains 88627 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10006 members 
Mstep: Class 14 contains 8706 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98100 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 86612 members 
Mstep: Class 19 contains 5850 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 37345 members 
Mstep: Class 24 contains 31497 members 
Mstep: Class 25 contains 4900 members 
Mstep: Class 26 contains 2538 members 
Mstep: Class 27 contains 6476 members 
Mstep: Class 28 contains 9258 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236680.000000 Penalty: 68724.578125
Iteration 490Q: 32 clusters Score -1.022367e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 7330 members 
Mstep: Class 3 contains 95857 members 
Mstep: Class 4 contains 86338 members 
Mstep: Class 5 contains 121662 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 4052 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 474 members 
Mstep: Class 10 contains 21629 members 
Mstep: Class 11 contains 88614 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 10005 members 
Mstep: Class 14 contains 8709 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98080 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 86585 members 
Mstep: Class 19 contains 5856 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2756 members 
Mstep: Class 23 contains 37238 members 
Mstep: Class 24 contains 31505 members 
Mstep: Class 25 contains 4897 members 
Mstep: Class 26 contains 2537 members 
Mstep: Class 27 contains 6477 members 
Mstep: Class 28 contains 9256 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236960.000000 Penalty: 68724.578125
Iteration 491Q: 32 clusters Score -1.02237e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 7333 members 
Mstep: Class 3 contains 95823 members 
Mstep: Class 4 contains 86354 members 
Mstep: Class 5 contains 121871 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 4058 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 21619 members 
Mstep: Class 11 contains 88546 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 9998 members 
Mstep: Class 14 contains 8712 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98072 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 86547 members 
Mstep: Class 19 contains 5861 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2756 members 
Mstep: Class 23 contains 37144 members 
Mstep: Class 24 contains 31510 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2537 members 
Mstep: Class 27 contains 6479 members 
Mstep: Class 28 contains 9259 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237256.000000 Penalty: 68724.578125
Iteration 492Q: 32 clusters Score -1.022373e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98044 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 3 contains 95805 members 
Mstep: Class 4 contains 86383 members 
Mstep: Class 5 contains 122054 members 
Mstep: Class 6 contains 1870 members 
Mstep: Class 7 contains 4064 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 21600 members 
Mstep: Class 11 contains 88482 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 9991 members 
Mstep: Class 14 contains 8707 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98073 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 86545 members 
Mstep: Class 19 contains 5863 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 37038 members 
Mstep: Class 24 contains 31527 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2536 members 
Mstep: Class 27 contains 6481 members 
Mstep: Class 28 contains 9258 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237328.000000 Penalty: 68724.578125
Iteration 493Q: 32 clusters Score -1.022373e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 7330 members 
Mstep: Class 3 contains 95778 members 
Mstep: Class 4 contains 86400 members 
Mstep: Class 5 contains 122220 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 4072 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 21564 members 
Mstep: Class 11 contains 88446 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 9982 members 
Mstep: Class 14 contains 8704 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 98064 members 
Mstep: Class 17 contains 3965 members 
Mstep: Class 18 contains 86552 members 
Mstep: Class 19 contains 5866 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 36949 members 
Mstep: Class 24 contains 31541 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2537 members 
Mstep: Class 27 contains 6481 members 
Mstep: Class 28 contains 9256 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237496.000000 Penalty: 68724.578125
Iteration 494Q: 32 clusters Score -1.022375e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98037 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 3 contains 95754 members 
Mstep: Class 4 contains 86441 members 
Mstep: Class 5 contains 122411 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 4077 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 21529 members 
Mstep: Class 11 contains 88399 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 9981 members 
Mstep: Class 14 contains 8702 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 98043 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 18 contains 86544 members 
Mstep: Class 19 contains 5868 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2754 members 
Mstep: Class 23 contains 36849 members 
Mstep: Class 24 contains 31548 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2537 members 
Mstep: Class 27 contains 6478 members 
Mstep: Class 28 contains 9257 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237552.000000 Penalty: 68724.578125
Iteration 495Q: 32 clusters Score -1.022376e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 95725 members 
Mstep: Class 4 contains 86502 members 
Mstep: Class 5 contains 122589 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 21507 members 
Mstep: Class 11 contains 88286 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 9976 members 
Mstep: Class 14 contains 8704 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98040 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 18 contains 86553 members 
Mstep: Class 19 contains 5871 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 36744 members 
Mstep: Class 24 contains 31560 members 
Mstep: Class 25 contains 4900 members 
Mstep: Class 26 contains 2536 members 
Mstep: Class 27 contains 6481 members 
Mstep: Class 28 contains 9261 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237592.000000 Penalty: 68724.578125
Iteration 496Q: 32 clusters Score -1.022376e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98025 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 95693 members 
Mstep: Class 4 contains 86511 members 
Mstep: Class 5 contains 122771 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 21483 members 
Mstep: Class 11 contains 88232 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 9969 members 
Mstep: Class 14 contains 8700 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98034 members 
Mstep: Class 17 contains 3960 members 
Mstep: Class 18 contains 86560 members 
Mstep: Class 19 contains 5871 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2754 members 
Mstep: Class 23 contains 36660 members 
Mstep: Class 24 contains 31578 members 
Mstep: Class 25 contains 4898 members 
Mstep: Class 26 contains 2535 members 
Mstep: Class 27 contains 6486 members 
Mstep: Class 28 contains 9259 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237608.000000 Penalty: 68724.578125
Iteration 497Q: 32 clusters Score -1.022376e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98028 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 95645 members 
Mstep: Class 4 contains 86533 members 
Mstep: Class 5 contains 122969 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 21473 members 
Mstep: Class 11 contains 88164 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 9961 members 
Mstep: Class 14 contains 8693 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98012 members 
Mstep: Class 17 contains 3959 members 
Mstep: Class 18 contains 86554 members 
Mstep: Class 19 contains 5874 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 36563 members 
Mstep: Class 24 contains 31609 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 26 contains 2536 members 
Mstep: Class 27 contains 6489 members 
Mstep: Class 28 contains 9263 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237664.000000 Penalty: 68724.578125
Iteration 498Q: 32 clusters Score -1.022377e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 3 contains 95610 members 
Mstep: Class 4 contains 86541 members 
Mstep: Class 5 contains 123145 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 21452 members 
Mstep: Class 11 contains 88105 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 9959 members 
Mstep: Class 14 contains 8691 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 98006 members 
Mstep: Class 17 contains 3956 members 
Mstep: Class 18 contains 86566 members 
Mstep: Class 19 contains 5880 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 36457 members 
Mstep: Class 24 contains 31628 members 
Mstep: Class 25 contains 4895 members 
Mstep: Class 26 contains 2535 members 
Mstep: Class 27 contains 6489 members 
Mstep: Class 28 contains 9265 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237616.000000 Penalty: 68724.578125
Iteration 499Q: 32 clusters Score -1.022376e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 95572 members 
Mstep: Class 4 contains 86519 members 
Mstep: Class 5 contains 123307 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 21434 members 
Mstep: Class 11 contains 88040 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 9954 members 
Mstep: Class 14 contains 8691 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 98029 members 
Mstep: Class 17 contains 3956 members 
Mstep: Class 18 contains 86582 members 
Mstep: Class 19 contains 5884 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 36374 members 
Mstep: Class 24 contains 31650 members 
Mstep: Class 25 contains 4895 members 
Mstep: Class 26 contains 2534 members 
Mstep: Class 27 contains 6489 members 
Mstep: Class 28 contains 9261 members 
Mstep: Class 29 contains 335 members 
Mstep: Class 30 contains 183 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237600.000000 Penalty: 68724.578125
Iteration 500F: 32 clusters Score -1.022376e+08 nChanged 839
Maximum iterations exceeded
--- Evaluating fit on full set of 2523630 points ---
Entering Unmasked Estep 
Score: -310344928.000000 Penalty: 74258.843750
20->32 Clusters: Score -310344928.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 841210 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 41734 members 
Mstep: Class 3 contains 41824 members 
Mstep: Class 4 contains 41908 members 
Mstep: Class 5 contains 42115 members 
Mstep: Class 6 contains 41934 members 
Mstep: Class 7 contains 42251 members 
Mstep: Class 8 contains 42226 members 
Mstep: Class 9 contains 41668 members 
Mstep: Class 10 contains 42157 members 
Mstep: Class 11 contains 41902 members 
Mstep: Class 12 contains 42433 members 
Mstep: Class 13 contains 41919 members 
Mstep: Class 14 contains 41921 members 
Mstep: Class 15 contains 41947 members 
Mstep: Class 16 contains 42294 members 
Mstep: Class 17 contains 42242 members 
Mstep: Class 18 contains 42038 members 
Mstep: Class 19 contains 42106 members 
Mstep: Class 20 contains 42341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1003.322815 but Gain 2216.921875
Score: -98107536.000000 Penalty: 42121.515625
Iteration 0F: 20 clusters Score -9.810754e+07 nChanged 798781
Entering Unmasked Mstep 
Mstep: Class 0 contains 1438 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 60015 members 
Mstep: Class 3 contains 77910 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 252665 members 
Mstep: Class 6 contains 8219 members 
Mstep: Class 7 contains 31137 members 
Mstep: Class 8 contains 10777 members 
Mstep: Class 9 contains 23491 members 
Mstep: Class 10 contains 7166 members 
Mstep: Class 11 contains 7622 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 14 contains 9607 members 
Mstep: Class 15 contains 3489 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 16901 members 
Mstep: Class 18 contains 27691 members 
Mstep: Class 19 contains 24057 members 
Mstep: Class 20 contains 225653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100431888.000000 Penalty: 42121.515625
Iteration 1F: 20 clusters Score -1.004319e+08 nChanged 270418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1294 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 44949 members 
Mstep: Class 3 contains 101705 members 
Mstep: Class 4 contains 3507 members 
Mstep: Class 5 contains 296270 members 
Mstep: Class 6 contains 3685 members 
Mstep: Class 7 contains 22550 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 17439 members 
Mstep: Class 10 contains 3123 members 
Mstep: Class 11 contains 4232 members 
Mstep: Class 12 contains 11550 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 4800 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 8974 members 
Mstep: Class 18 contains 17088 members 
Mstep: Class 19 contains 16866 members 
Mstep: Class 20 contains 260879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1778.303955 but Gain 2216.921875
Score: -100692432.000000 Penalty: 39904.593750
Iteration 2F: 19 clusters Score -1.006924e+08 nChanged 178463
Entering Unmasked Mstep 
Mstep: Class 0 contains 1056 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 50292 members 
Mstep: Class 3 contains 167948 members 
Mstep: Class 5 contains 251662 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 20427 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 21420 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 3036 members 
Mstep: Class 12 contains 9386 members 
Mstep: Class 14 contains 3384 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 10913 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 256185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100951536.000000 Penalty: 39904.593750
Iteration 3F: 19 clusters Score -1.009515e+08 nChanged 161061
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 59274 members 
Mstep: Class 3 contains 252220 members 
Mstep: Class 5 contains 216727 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 7 contains 17024 members 
Mstep: Class 8 contains 4182 members 
Mstep: Class 9 contains 26606 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 7945 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 3879 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 18 contains 6446 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 210330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100986624.000000 Penalty: 39904.593750
Iteration 4F: 19 clusters Score -1.009866e+08 nChanged 179304
Entering Unmasked Mstep 
Mstep: Class 0 contains 759 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 74957 members 
Mstep: Class 3 contains 263630 members 
Mstep: Class 5 contains 200817 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 14951 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 30437 members 
Mstep: Class 10 contains 1854 members 
Mstep: Class 11 contains 2310 members 
Mstep: Class 12 contains 9024 members 
Mstep: Class 14 contains 5318 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 8052 members 
Mstep: Class 20 contains 202092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101089384.000000 Penalty: 39904.593750
Iteration 5F: 19 clusters Score -1.010894e+08 nChanged 110066
Entering Unmasked Mstep 
Mstep: Class 0 contains 695 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 93272 members 
Mstep: Class 3 contains 223563 members 
Mstep: Class 5 contains 215267 members 
Mstep: Class 6 contains 1836 members 
Mstep: Class 7 contains 14582 members 
Mstep: Class 8 contains 3327 members 
Mstep: Class 9 contains 32898 members 
Mstep: Class 10 contains 1614 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 12529 members 
Mstep: Class 14 contains 6415 members 
Mstep: Class 15 contains 3134 members 
Mstep: Class 16 contains 1243 members 
Mstep: Class 17 contains 4069 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 6688 members 
Mstep: Class 20 contains 205712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101163840.000000 Penalty: 39904.593750
Iteration 6F: 19 clusters Score -1.011638e+08 nChanged 100987
Entering Unmasked Mstep 
Mstep: Class 0 contains 644 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 111875 members 
Mstep: Class 3 contains 218818 members 
Mstep: Class 5 contains 197834 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 19950 members 
Mstep: Class 8 contains 2760 members 
Mstep: Class 9 contains 33777 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 18590 members 
Mstep: Class 14 contains 7328 members 
Mstep: Class 15 contains 3033 members 
Mstep: Class 16 contains 1028 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 18 contains 5042 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 196703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101310016.000000 Penalty: 39904.593750
Iteration 7F: 19 clusters Score -1.0131e+08 nChanged 116352
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 123524 members 
Mstep: Class 3 contains 189220 members 
Mstep: Class 5 contains 198491 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 46479 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 33597 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 3412 members 
Mstep: Class 12 contains 26573 members 
Mstep: Class 14 contains 8031 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 868 members 
Mstep: Class 17 contains 3634 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 7083 members 
Mstep: Class 20 contains 178400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101533040.000000 Penalty: 39904.593750
Iteration 8F: 19 clusters Score -1.01533e+08 nChanged 132620
Entering Unmasked Mstep 
Mstep: Class 0 contains 481 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 117311 members 
Mstep: Class 3 contains 176717 members 
Mstep: Class 5 contains 191507 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 93916 members 
Mstep: Class 8 contains 1909 members 
Mstep: Class 9 contains 32791 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 35134 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 3198 members 
Mstep: Class 18 contains 7504 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 147597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101746176.000000 Penalty: 39904.593750
Iteration 9F: 19 clusters Score -1.017462e+08 nChanged 124173
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 104350 members 
Mstep: Class 3 contains 174558 members 
Mstep: Class 5 contains 189940 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 7 contains 137803 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 31919 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 42473 members 
Mstep: Class 14 contains 8757 members 
Mstep: Class 15 contains 2964 members 
Mstep: Class 16 contains 994 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8618 members 
Mstep: Class 20 contains 113046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101817960.000000 Penalty: 39904.593750
Iteration 10F: 19 clusters Score -1.01818e+08 nChanged 83128
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 99852 members 
Mstep: Class 3 contains 177069 members 
Mstep: Class 5 contains 182590 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 157358 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 31078 members 
Mstep: Class 10 contains 2228 members 
Mstep: Class 11 contains 4806 members 
Mstep: Class 12 contains 48642 members 
Mstep: Class 14 contains 9111 members 
Mstep: Class 15 contains 3193 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 2417 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 8688 members 
Mstep: Class 20 contains 96302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101863688.000000 Penalty: 39904.593750
Iteration 11F: 19 clusters Score -1.018637e+08 nChanged 57302
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 99696 members 
Mstep: Class 3 contains 176438 members 
Mstep: Class 5 contains 177099 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 162323 members 
Mstep: Class 8 contains 1312 members 
Mstep: Class 9 contains 30501 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 54066 members 
Mstep: Class 14 contains 9411 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 8953 members 
Mstep: Class 19 contains 8421 members 
Mstep: Class 20 contains 91609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101904840.000000 Penalty: 39904.593750
Iteration 12F: 19 clusters Score -1.019048e+08 nChanged 44013
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 99229 members 
Mstep: Class 3 contains 171910 members 
Mstep: Class 5 contains 175552 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 163847 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 30002 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 5186 members 
Mstep: Class 12 contains 59148 members 
Mstep: Class 14 contains 9655 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 9303 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 90794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101930672.000000 Penalty: 39904.593750
Iteration 13F: 19 clusters Score -1.019307e+08 nChanged 33493
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 97734 members 
Mstep: Class 3 contains 166142 members 
Mstep: Class 5 contains 176222 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 164794 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 9 contains 29597 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 5252 members 
Mstep: Class 12 contains 63944 members 
Mstep: Class 14 contains 9864 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 1196 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 9645 members 
Mstep: Class 19 contains 7766 members 
Mstep: Class 20 contains 90816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101937272.000000 Penalty: 39904.593750
Iteration 14Q: 19 clusters Score -1.019373e+08 nChanged 31250
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 95780 members 
Mstep: Class 3 contains 157911 members 
Mstep: Class 5 contains 179231 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 165531 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 29263 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 11 contains 5302 members 
Mstep: Class 12 contains 68731 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 2930 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 91326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101932936.000000 Penalty: 39904.593750
Iteration 15Q: 19 clusters Score -1.019329e+08 nChanged 29132
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 94539 members 
Mstep: Class 3 contains 147907 members 
Mstep: Class 5 contains 180991 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 166230 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 28852 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 73650 members 
Mstep: Class 14 contains 10285 members 
Mstep: Class 15 contains 3836 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 10208 members 
Mstep: Class 19 contains 7952 members 
Mstep: Class 20 contains 93867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101940496.000000 Penalty: 39904.593750
Iteration 16Q: 19 clusters Score -1.019405e+08 nChanged 25487
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 93845 members 
Mstep: Class 3 contains 137921 members 
Mstep: Class 5 contains 180972 members 
Mstep: Class 6 contains 2991 members 
Mstep: Class 7 contains 166823 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 28407 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 78428 members 
Mstep: Class 14 contains 10460 members 
Mstep: Class 15 contains 3900 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 10440 members 
Mstep: Class 19 contains 8425 members 
Mstep: Class 20 contains 98013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101952232.000000 Penalty: 39904.593750
Iteration 17Q: 19 clusters Score -1.019522e+08 nChanged 22255
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 93534 members 
Mstep: Class 3 contains 128922 members 
Mstep: Class 5 contains 179741 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 167381 members 
Mstep: Class 8 contains 1024 members 
Mstep: Class 9 contains 28028 members 
Mstep: Class 10 contains 2748 members 
Mstep: Class 11 contains 5298 members 
Mstep: Class 12 contains 83139 members 
Mstep: Class 14 contains 10630 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 10677 members 
Mstep: Class 19 contains 8999 members 
Mstep: Class 20 contains 102104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101965104.000000 Penalty: 39904.593750
Iteration 18Q: 19 clusters Score -1.019651e+08 nChanged 20960
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 93364 members 
Mstep: Class 3 contains 120138 members 
Mstep: Class 5 contains 178416 members 
Mstep: Class 6 contains 3238 members 
Mstep: Class 7 contains 167943 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 27556 members 
Mstep: Class 10 contains 2762 members 
Mstep: Class 11 contains 5277 members 
Mstep: Class 12 contains 87862 members 
Mstep: Class 14 contains 10832 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 10898 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 106031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101978352.000000 Penalty: 39904.593750
Iteration 19Q: 19 clusters Score -1.019784e+08 nChanged 19476
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 93163 members 
Mstep: Class 3 contains 112553 members 
Mstep: Class 5 contains 176397 members 
Mstep: Class 6 contains 3329 members 
Mstep: Class 7 contains 168405 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 27009 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 5245 members 
Mstep: Class 12 contains 92146 members 
Mstep: Class 14 contains 11070 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 18 contains 11174 members 
Mstep: Class 19 contains 10506 members 
Mstep: Class 20 contains 109960 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 20F: 19 clusters Score -1.019919e+08 nChanged 18181
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 93144 members 
Mstep: Class 3 contains 105854 members 
Mstep: Class 5 contains 174296 members 
Mstep: Class 6 contains 3423 members 
Mstep: Class 7 contains 168755 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 26431 members 
Mstep: Class 10 contains 2784 members 
Mstep: Class 11 contains 5165 members 
Mstep: Class 12 contains 95624 members 
Mstep: Class 14 contains 11328 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1145 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 18 contains 11437 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 113928 members 
Entering Unmasked Estep 
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Iteration 21Q: 19 clusters Score -1.020029e+08 nChanged 16978
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 93280 members 
Mstep: Class 3 contains 100224 members 
Mstep: Class 5 contains 172003 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 169043 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 25893 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 98524 members 
Mstep: Class 14 contains 11606 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 12415 members 
Mstep: Class 20 contains 117372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 22Q: 19 clusters Score -1.020121e+08 nChanged 16219
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 93383 members 
Mstep: Class 3 contains 95836 members 
Mstep: Class 5 contains 169879 members 
Mstep: Class 6 contains 3613 members 
Mstep: Class 7 contains 169266 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 25384 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 100923 members 
Mstep: Class 14 contains 11883 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 4507 members 
Mstep: Class 18 contains 11874 members 
Mstep: Class 19 contains 13450 members 
Mstep: Class 20 contains 119897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102018448.000000 Penalty: 39904.593750
Iteration 23Q: 19 clusters Score -1.020184e+08 nChanged 15721
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 93434 members 
Mstep: Class 3 contains 92708 members 
Mstep: Class 5 contains 167603 members 
Mstep: Class 6 contains 3722 members 
Mstep: Class 7 contains 169376 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 24919 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 4825 members 
Mstep: Class 12 contains 102984 members 
Mstep: Class 14 contains 12120 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 1124 members 
Mstep: Class 17 contains 4539 members 
Mstep: Class 18 contains 12058 members 
Mstep: Class 19 contains 14543 members 
Mstep: Class 20 contains 121769 members 
Entering Unmasked Estep 
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Iteration 24Q: 19 clusters Score -1.020225e+08 nChanged 15514
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 93540 members 
Mstep: Class 3 contains 90771 members 
Mstep: Class 5 contains 165430 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 169408 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 24543 members 
Mstep: Class 10 contains 2873 members 
Mstep: Class 11 contains 4692 members 
Mstep: Class 12 contains 104827 members 
Mstep: Class 14 contains 12315 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 12224 members 
Mstep: Class 19 contains 15651 members 
Mstep: Class 20 contains 122544 members 
Entering Unmasked Estep 
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Iteration 25Q: 19 clusters Score -1.020229e+08 nChanged 15378
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 93726 members 
Mstep: Class 3 contains 90061 members 
Mstep: Class 5 contains 162603 members 
Mstep: Class 6 contains 3975 members 
Mstep: Class 7 contains 169344 members 
Mstep: Class 8 contains 623 members 
Mstep: Class 9 contains 24184 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 4548 members 
Mstep: Class 12 contains 106593 members 
Mstep: Class 14 contains 12441 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 4613 members 
Mstep: Class 18 contains 12374 members 
Mstep: Class 19 contains 16776 members 
Mstep: Class 20 contains 122846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102018640.000000 Penalty: 39904.593750
Iteration 26Q: 19 clusters Score -1.020186e+08 nChanged 15772
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 93929 members 
Mstep: Class 3 contains 90090 members 
Mstep: Class 5 contains 159348 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 169257 members 
Mstep: Class 8 contains 605 members 
Mstep: Class 9 contains 23877 members 
Mstep: Class 10 contains 2926 members 
Mstep: Class 11 contains 4417 members 
Mstep: Class 12 contains 108336 members 
Mstep: Class 14 contains 12545 members 
Mstep: Class 15 contains 3999 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 12504 members 
Mstep: Class 19 contains 17906 members 
Mstep: Class 20 contains 122849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102018600.000000 Penalty: 39904.593750
Iteration 27Q: 19 clusters Score -1.020186e+08 nChanged 14929
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 94324 members 
Mstep: Class 3 contains 91316 members 
Mstep: Class 5 contains 154359 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 169150 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 23612 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 4276 members 
Mstep: Class 12 contains 109963 members 
Mstep: Class 14 contains 12609 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 4661 members 
Mstep: Class 18 contains 12600 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 123283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102018480.000000 Penalty: 39904.593750
Iteration 28Q: 19 clusters Score -1.020185e+08 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 94784 members 
Mstep: Class 3 contains 92657 members 
Mstep: Class 5 contains 148703 members 
Mstep: Class 6 contains 4158 members 
Mstep: Class 7 contains 169004 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 23396 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 111432 members 
Mstep: Class 14 contains 12638 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 4648 members 
Mstep: Class 18 contains 12695 members 
Mstep: Class 19 contains 20734 members 
Mstep: Class 20 contains 124186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102020032.000000 Penalty: 39904.593750
Iteration 29Q: 19 clusters Score -1.0202e+08 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 95382 members 
Mstep: Class 3 contains 93844 members 
Mstep: Class 5 contains 143545 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 168898 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 112710 members 
Mstep: Class 14 contains 12591 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 1131 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 12779 members 
Mstep: Class 19 contains 22236 members 
Mstep: Class 20 contains 124757 members 
Entering Unmasked Estep 
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Score: -102021888.000000 Penalty: 39904.593750
Iteration 30Q: 19 clusters Score -1.020219e+08 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 95888 members 
Mstep: Class 3 contains 94898 members 
Mstep: Class 5 contains 138991 members 
Mstep: Class 6 contains 4178 members 
Mstep: Class 7 contains 168792 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 23238 members 
Mstep: Class 10 contains 3006 members 
Mstep: Class 11 contains 4033 members 
Mstep: Class 12 contains 113921 members 
Mstep: Class 14 contains 12498 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 4647 members 
Mstep: Class 18 contains 12892 members 
Mstep: Class 19 contains 23884 members 
Mstep: Class 20 contains 124844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102022384.000000 Penalty: 39904.593750
Iteration 31Q: 19 clusters Score -1.020224e+08 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 96420 members 
Mstep: Class 3 contains 95926 members 
Mstep: Class 5 contains 135082 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 168700 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 23297 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3995 members 
Mstep: Class 12 contains 114945 members 
Mstep: Class 14 contains 12341 members 
Mstep: Class 15 contains 4078 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 4647 members 
Mstep: Class 18 contains 12989 members 
Mstep: Class 19 contains 25509 members 
Mstep: Class 20 contains 124481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102022976.000000 Penalty: 39904.593750
Iteration 32Q: 19 clusters Score -1.02023e+08 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 96898 members 
Mstep: Class 3 contains 96922 members 
Mstep: Class 5 contains 131315 members 
Mstep: Class 6 contains 4187 members 
Mstep: Class 7 contains 168614 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 9 contains 23337 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 115857 members 
Mstep: Class 14 contains 12221 members 
Mstep: Class 15 contains 4113 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 4661 members 
Mstep: Class 18 contains 13094 members 
Mstep: Class 19 contains 27292 members 
Mstep: Class 20 contains 124005 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 33Q: 19 clusters Score -1.020242e+08 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 97409 members 
Mstep: Class 3 contains 97667 members 
Mstep: Class 5 contains 128223 members 
Mstep: Class 6 contains 4182 members 
Mstep: Class 7 contains 168537 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 9 contains 23414 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 3926 members 
Mstep: Class 12 contains 116682 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 4145 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 4682 members 
Mstep: Class 18 contains 13201 members 
Mstep: Class 19 contains 29010 members 
Mstep: Class 20 contains 123226 members 
Entering Unmasked Estep 
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Score: -102024656.000000 Penalty: 39904.593750
Iteration 34Q: 19 clusters Score -1.020247e+08 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 97981 members 
Mstep: Class 3 contains 98133 members 
Mstep: Class 5 contains 125574 members 
Mstep: Class 6 contains 4182 members 
Mstep: Class 7 contains 168430 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 9 contains 23521 members 
Mstep: Class 10 contains 3066 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 117476 members 
Mstep: Class 14 contains 11912 members 
Mstep: Class 15 contains 4173 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 13294 members 
Mstep: Class 19 contains 30784 members 
Mstep: Class 20 contains 122209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102024792.000000 Penalty: 39904.593750
Iteration 35Q: 19 clusters Score -1.020248e+08 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 98589 members 
Mstep: Class 3 contains 98462 members 
Mstep: Class 5 contains 123289 members 
Mstep: Class 6 contains 4170 members 
Mstep: Class 7 contains 168330 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 9 contains 23635 members 
Mstep: Class 10 contains 3081 members 
Mstep: Class 11 contains 3877 members 
Mstep: Class 12 contains 118131 members 
Mstep: Class 14 contains 11738 members 
Mstep: Class 15 contains 4203 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 13391 members 
Mstep: Class 19 contains 32626 members 
Mstep: Class 20 contains 121019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102025632.000000 Penalty: 39904.593750
Iteration 36Q: 19 clusters Score -1.020256e+08 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 99123 members 
Mstep: Class 3 contains 98372 members 
Mstep: Class 5 contains 121450 members 
Mstep: Class 6 contains 4158 members 
Mstep: Class 7 contains 168261 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 9 contains 23718 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 3868 members 
Mstep: Class 12 contains 118723 members 
Mstep: Class 14 contains 11575 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 4830 members 
Mstep: Class 18 contains 13453 members 
Mstep: Class 19 contains 34510 members 
Mstep: Class 20 contains 119923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102026184.000000 Penalty: 39904.593750
Iteration 37Q: 19 clusters Score -1.020262e+08 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 99544 members 
Mstep: Class 3 contains 98129 members 
Mstep: Class 5 contains 119862 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 168212 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 23800 members 
Mstep: Class 10 contains 3108 members 
Mstep: Class 11 contains 3861 members 
Mstep: Class 12 contains 119252 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 4248 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 4855 members 
Mstep: Class 18 contains 13507 members 
Mstep: Class 19 contains 36413 members 
Mstep: Class 20 contains 118866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102026288.000000 Penalty: 39904.593750
Iteration 38Q: 19 clusters Score -1.020263e+08 nChanged 6135
Entering ConstructFrom: 
Score: -102026288.000000 Penalty: 39904.593750
Entering ConstructFrom: 
Trying to split cluster 1 (10174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Entering Unmasked Estep 
Score: -1239631.250000 Penalty: 1499.483521
	Iteration 0F: 2 clusters Score -1239631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1232336.000000 Penalty: 2998.967041
	Iteration 0F: 3 clusters Score -1232336 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1234689.875000 Penalty: 2998.967041
	Iteration 1F: 3 clusters Score -1234690 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1234943.875000 Penalty: 2998.967041
	Iteration 2F: 3 clusters Score -1234944 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1235161.375000 Penalty: 2998.967041
	Iteration 3F: 3 clusters Score -1235161 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1235370.750000 Penalty: 2998.967041
	Iteration 4Q: 3 clusters Score -1235371 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1235579.500000 Penalty: 2998.967041
	Iteration 5Q: 3 clusters Score -1235580 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1235816.125000 Penalty: 2998.967041
	Iteration 6Q: 3 clusters Score -1235816 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1236087.375000 Penalty: 2998.967041
	Iteration 7Q: 3 clusters Score -1236087 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1236389.000000 Penalty: 2998.967041
	Iteration 8Q: 3 clusters Score -1236389 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1236713.125000 Penalty: 2998.967041
	Iteration 9Q: 3 clusters Score -1236713 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1237077.375000 Penalty: 2998.967041
	Iteration 10Q: 3 clusters Score -1237077 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1237428.500000 Penalty: 2998.967041
	Iteration 11Q: 3 clusters Score -1237428 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1237706.000000 Penalty: 2998.967041
	Iteration 12Q: 3 clusters Score -1237706 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1237930.500000 Penalty: 2998.967041
	Iteration 13Q: 3 clusters Score -1237930 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1238079.625000 Penalty: 2998.967041
	Iteration 14Q: 3 clusters Score -1238080 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1238159.875000 Penalty: 2998.967041
	Iteration 15Q: 3 clusters Score -1238160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1238204.500000 Penalty: 2998.967041
	Iteration 16Q: 3 clusters Score -1238204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1238234.875000 Penalty: 2998.967041
	Iteration 17Q: 3 clusters Score -1238235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1238258.875000 Penalty: 2998.967041
	Iteration 18Q: 3 clusters Score -1238259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1238279.250000 Penalty: 2998.967041
	Iteration 19Q: 3 clusters Score -1238279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1238301.750000 Penalty: 2998.967041
	Iteration 20F: 3 clusters Score -1238302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1238317.500000 Penalty: 2998.967041
	Iteration 21Q: 3 clusters Score -1238318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1238323.000000 Penalty: 2998.967041
	Iteration 22Q: 3 clusters Score -1238323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1238328.750000 Penalty: 2998.967041
	Iteration 23Q: 3 clusters Score -1238329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1238329.750000 Penalty: 2998.967041
	Iteration 24Q: 3 clusters Score -1238330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1238334.125000 Penalty: 2998.967041
	Iteration 25Q: 3 clusters Score -1238334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1238337.500000 Penalty: 2998.967041
	Iteration 26Q: 3 clusters Score -1238338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1238343.750000 Penalty: 2998.967041
	Iteration 27Q: 3 clusters Score -1238344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1238347.125000 Penalty: 2998.967041
	Iteration 28Q: 3 clusters Score -1238347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1238349.375000 Penalty: 2998.967041
	Iteration 29Q: 3 clusters Score -1238349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1238351.125000 Penalty: 2998.967041
	Iteration 30Q: 3 clusters Score -1238351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1238351.125000 Penalty: 2998.967041
	Iteration 31F: 3 clusters Score -1238351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Entering Unmasked Estep 
Score: -12180447.000000 Penalty: 1870.663452
	Iteration 0F: 2 clusters Score -1.218045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -12116608.000000 Penalty: 3741.326904
	Iteration 0F: 3 clusters Score -1.211661e+07 nChanged 47768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -12144528.000000 Penalty: 3741.326904
	Iteration 1F: 3 clusters Score -1.214453e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -12145582.000000 Penalty: 3741.326904
	Iteration 2Q: 3 clusters Score -1.214558e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -12146879.000000 Penalty: 3741.326904
	Iteration 3Q: 3 clusters Score -1.214688e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -12148282.000000 Penalty: 3741.326904
	Iteration 4Q: 3 clusters Score -1.214828e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -12150340.000000 Penalty: 3741.326904
	Iteration 5Q: 3 clusters Score -1.215034e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -12153310.000000 Penalty: 3741.326904
	Iteration 6F: 3 clusters Score -1.215331e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -12157329.000000 Penalty: 3741.326904
	Iteration 7F: 3 clusters Score -1.215733e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -12161443.000000 Penalty: 3741.326904
	Iteration 8F: 3 clusters Score -1.216144e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -12164037.000000 Penalty: 3741.326904
	Iteration 9F: 3 clusters Score -1.216404e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -12165224.000000 Penalty: 3741.326904
	Iteration 10Q: 3 clusters Score -1.216522e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -12165794.000000 Penalty: 3741.326904
	Iteration 11Q: 3 clusters Score -1.216579e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -12166361.000000 Penalty: 3741.326904
	Iteration 12Q: 3 clusters Score -1.216636e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -12166772.000000 Penalty: 3741.326904
	Iteration 13Q: 3 clusters Score -1.216677e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -12167095.000000 Penalty: 3741.326904
	Iteration 14Q: 3 clusters Score -1.21671e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -12167533.000000 Penalty: 3741.326904
	Iteration 15Q: 3 clusters Score -1.216753e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -12167963.000000 Penalty: 3741.326904
	Iteration 16Q: 3 clusters Score -1.216796e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -12168280.000000 Penalty: 3741.326904
	Iteration 17Q: 3 clusters Score -1.216828e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -12168658.000000 Penalty: 3741.326904
	Iteration 18Q: 3 clusters Score -1.216866e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -12168965.000000 Penalty: 3741.326904
	Iteration 19Q: 3 clusters Score -1.216896e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -12169262.000000 Penalty: 3741.326904
	Iteration 20F: 3 clusters Score -1.216926e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -12169549.000000 Penalty: 3741.326904
	Iteration 21Q: 3 clusters Score -1.216955e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -12169749.000000 Penalty: 3741.326904
	Iteration 22Q: 3 clusters Score -1.216975e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -12169959.000000 Penalty: 3741.326904
	Iteration 23Q: 3 clusters Score -1.216996e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -12170187.000000 Penalty: 3741.326904
	Iteration 24Q: 3 clusters Score -1.217019e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -12170314.000000 Penalty: 3741.326904
	Iteration 25Q: 3 clusters Score -1.217031e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -12170488.000000 Penalty: 3741.326904
	Iteration 26Q: 3 clusters Score -1.217049e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -12170629.000000 Penalty: 3741.326904
	Iteration 27Q: 3 clusters Score -1.217063e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -12170788.000000 Penalty: 3741.326904
	Iteration 28Q: 3 clusters Score -1.217079e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -12170907.000000 Penalty: 3741.326904
	Iteration 29Q: 3 clusters Score -1.217091e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -12171128.000000 Penalty: 3741.326904
	Iteration 30Q: 3 clusters Score -1.217113e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -12171273.000000 Penalty: 3741.326904
	Iteration 31Q: 3 clusters Score -1.217127e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -12171438.000000 Penalty: 3741.326904
	Iteration 32Q: 3 clusters Score -1.217144e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -12171619.000000 Penalty: 3741.326904
	Iteration 33Q: 3 clusters Score -1.217162e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -12171939.000000 Penalty: 3741.326904
	Iteration 34Q: 3 clusters Score -1.217194e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -12172191.000000 Penalty: 3741.326904
	Iteration 35Q: 3 clusters Score -1.217219e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -12172465.000000 Penalty: 3741.326904
	Iteration 36Q: 3 clusters Score -1.217246e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -12172720.000000 Penalty: 3741.326904
	Iteration 37Q: 3 clusters Score -1.217272e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -12172903.000000 Penalty: 3741.326904
	Iteration 38Q: 3 clusters Score -1.21729e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -12173207.000000 Penalty: 3741.326904
	Iteration 39Q: 3 clusters Score -1.217321e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75899 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -12173429.000000 Penalty: 3741.326904
	Iteration 40F: 3 clusters Score -1.217343e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -12173762.000000 Penalty: 3741.326904
	Iteration 41Q: 3 clusters Score -1.217376e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -12174125.000000 Penalty: 3741.326904
	Iteration 42Q: 3 clusters Score -1.217412e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -12174551.000000 Penalty: 3741.326904
	Iteration 43Q: 3 clusters Score -1.217455e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -12174934.000000 Penalty: 3741.326904
	Iteration 44Q: 3 clusters Score -1.217493e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -12175494.000000 Penalty: 3741.326904
	Iteration 45Q: 3 clusters Score -1.217549e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -12176112.000000 Penalty: 3741.326904
	Iteration 46Q: 3 clusters Score -1.217611e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -12176827.000000 Penalty: 3741.326904
	Iteration 47Q: 3 clusters Score -1.217683e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -12177348.000000 Penalty: 3741.326904
	Iteration 48Q: 3 clusters Score -1.217735e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -12177730.000000 Penalty: 3741.326904
	Iteration 49Q: 3 clusters Score -1.217773e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89335 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -12178065.000000 Penalty: 3741.326904
	Iteration 50Q: 3 clusters Score -1.217806e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -12178330.000000 Penalty: 3741.326904
	Iteration 51Q: 3 clusters Score -1.217833e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -12178530.000000 Penalty: 3741.326904
	Iteration 52Q: 3 clusters Score -1.217853e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -12178663.000000 Penalty: 3741.326904
	Iteration 53Q: 3 clusters Score -1.217866e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -12178841.000000 Penalty: 3741.326904
	Iteration 54Q: 3 clusters Score -1.217884e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -12178918.000000 Penalty: 3741.326904
	Iteration 55Q: 3 clusters Score -1.217892e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94977 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -12178992.000000 Penalty: 3741.326904
	Iteration 56Q: 3 clusters Score -1.217899e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -12179064.000000 Penalty: 3741.326904
	Iteration 57Q: 3 clusters Score -1.217906e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -12179112.000000 Penalty: 3741.326904
	Iteration 58Q: 3 clusters Score -1.217911e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -12179147.000000 Penalty: 3741.326904
	Iteration 59Q: 3 clusters Score -1.217915e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -12179243.000000 Penalty: 3741.326904
	Iteration 60F: 3 clusters Score -1.217924e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -12179277.000000 Penalty: 3741.326904
	Iteration 61Q: 3 clusters Score -1.217928e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -12179265.000000 Penalty: 3741.326904
	Iteration 62Q: 3 clusters Score -1.217926e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -12179286.000000 Penalty: 3741.326904
	Iteration 63Q: 3 clusters Score -1.217929e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97413 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -12179299.000000 Penalty: 3741.326904
	Iteration 64Q: 3 clusters Score -1.21793e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -12179307.000000 Penalty: 3741.326904
	Iteration 65Q: 3 clusters Score -1.217931e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -12179329.000000 Penalty: 3741.326904
	Iteration 66Q: 3 clusters Score -1.217933e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97706 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12179332.000000 Penalty: 3741.326904
	Iteration 67Q: 3 clusters Score -1.217933e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97770 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -12179333.000000 Penalty: 3741.326904
	Iteration 68Q: 3 clusters Score -1.217933e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -12179354.000000 Penalty: 3741.326904
	Iteration 69Q: 3 clusters Score -1.217935e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -12179364.000000 Penalty: 3741.326904
	Iteration 70Q: 3 clusters Score -1.217936e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97919 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -12179365.000000 Penalty: 3741.326904
	Iteration 71Q: 3 clusters Score -1.217936e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -12179377.000000 Penalty: 3741.326904
	Iteration 72Q: 3 clusters Score -1.217938e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98003 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -12179376.000000 Penalty: 3741.326904
	Iteration 73Q: 3 clusters Score -1.217938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -12179368.000000 Penalty: 3741.326904
	Iteration 74Q: 3 clusters Score -1.217937e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -12179354.000000 Penalty: 3741.326904
	Iteration 75Q: 3 clusters Score -1.217935e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98084 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -12179356.000000 Penalty: 3741.326904
	Iteration 76Q: 3 clusters Score -1.217936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98116 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12179354.000000 Penalty: 3741.326904
	Iteration 77Q: 3 clusters Score -1.217935e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12179367.000000 Penalty: 3741.326904
	Iteration 78Q: 3 clusters Score -1.217937e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -12179365.000000 Penalty: 3741.326904
	Iteration 79Q: 3 clusters Score -1.217936e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -12179363.000000 Penalty: 3741.326904
	Iteration 80F: 3 clusters Score -1.217936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -12179357.000000 Penalty: 3741.326904
	Iteration 81Q: 3 clusters Score -1.217936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -12179367.000000 Penalty: 3741.326904
	Iteration 82Q: 3 clusters Score -1.217937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -12179357.000000 Penalty: 3741.326904
	Iteration 83Q: 3 clusters Score -1.217936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -12179358.000000 Penalty: 3741.326904
	Iteration 84Q: 3 clusters Score -1.217936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -12179367.000000 Penalty: 3741.326904
	Iteration 85Q: 3 clusters Score -1.217937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98270 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12179366.000000 Penalty: 3741.326904
	Iteration 86Q: 3 clusters Score -1.217937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -12179374.000000 Penalty: 3741.326904
	Iteration 87Q: 3 clusters Score -1.217937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12179362.000000 Penalty: 3741.326904
	Iteration 88Q: 3 clusters Score -1.217936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98297 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -12179355.000000 Penalty: 3741.326904
	Iteration 89Q: 3 clusters Score -1.217936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98303 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -12179367.000000 Penalty: 3741.326904
	Iteration 90Q: 3 clusters Score -1.217937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98306 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12179362.000000 Penalty: 3741.326904
	Iteration 91Q: 3 clusters Score -1.217936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -12179365.000000 Penalty: 3741.326904
	Iteration 92Q: 3 clusters Score -1.217936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98310 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -12179368.000000 Penalty: 3741.326904
	Iteration 93Q: 3 clusters Score -1.217937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -12179375.000000 Penalty: 3741.326904
	Iteration 94Q: 3 clusters Score -1.217938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98315 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -12179375.000000 Penalty: 3741.326904
	Iteration 95Q: 3 clusters Score -1.217938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -12179373.000000 Penalty: 3741.326904
	Iteration 96Q: 3 clusters Score -1.217937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -12179373.000000 Penalty: 3741.326904
	Iteration 97F: 3 clusters Score -1.217937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (97813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97813 members 
Entering Unmasked Estep 
Score: -12188067.000000 Penalty: 1867.256958
	Iteration 0F: 2 clusters Score -1.218807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -12128179.000000 Penalty: 3734.513916
	Iteration 0F: 3 clusters Score -1.212818e+07 nChanged 46624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -12157166.000000 Penalty: 3734.513916
	Iteration 1F: 3 clusters Score -1.215717e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -12160257.000000 Penalty: 3734.513916
	Iteration 2F: 3 clusters Score -1.216026e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -12165238.000000 Penalty: 3734.513916
	Iteration 3F: 3 clusters Score -1.216524e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -12172320.000000 Penalty: 3734.513916
	Iteration 4F: 3 clusters Score -1.217232e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -12179134.000000 Penalty: 3734.513916
	Iteration 5F: 3 clusters Score -1.217913e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -12182392.000000 Penalty: 3734.513916
	Iteration 6F: 3 clusters Score -1.218239e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -12183464.000000 Penalty: 3734.513916
	Iteration 7Q: 3 clusters Score -1.218346e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -12184035.000000 Penalty: 3734.513916
	Iteration 8Q: 3 clusters Score -1.218404e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -12184506.000000 Penalty: 3734.513916
	Iteration 9Q: 3 clusters Score -1.218451e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -12184887.000000 Penalty: 3734.513916
	Iteration 10Q: 3 clusters Score -1.218489e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -12185253.000000 Penalty: 3734.513916
	Iteration 11Q: 3 clusters Score -1.218525e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -12185520.000000 Penalty: 3734.513916
	Iteration 12Q: 3 clusters Score -1.218552e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -12185738.000000 Penalty: 3734.513916
	Iteration 13Q: 3 clusters Score -1.218574e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -12185854.000000 Penalty: 3734.513916
	Iteration 14Q: 3 clusters Score -1.218585e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -12185921.000000 Penalty: 3734.513916
	Iteration 15Q: 3 clusters Score -1.218592e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -12185951.000000 Penalty: 3734.513916
	Iteration 16Q: 3 clusters Score -1.218595e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -12186000.000000 Penalty: 3734.513916
	Iteration 17Q: 3 clusters Score -1.2186e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -12186099.000000 Penalty: 3734.513916
	Iteration 18Q: 3 clusters Score -1.21861e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -12186013.000000 Penalty: 3734.513916
	Iteration 19Q: 3 clusters Score -1.218601e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -12186014.000000 Penalty: 3734.513916
	Iteration 20F: 3 clusters Score -1.218601e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -12186002.000000 Penalty: 3734.513916
	Iteration 21Q: 3 clusters Score -1.2186e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -12185906.000000 Penalty: 3734.513916
	Iteration 22Q: 3 clusters Score -1.218591e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -12185898.000000 Penalty: 3734.513916
	Iteration 23Q: 3 clusters Score -1.21859e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -12185882.000000 Penalty: 3734.513916
	Iteration 24Q: 3 clusters Score -1.218588e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -12185825.000000 Penalty: 3734.513916
	Iteration 25Q: 3 clusters Score -1.218582e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -12185761.000000 Penalty: 3734.513916
	Iteration 26Q: 3 clusters Score -1.218576e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -12185718.000000 Penalty: 3734.513916
	Iteration 27Q: 3 clusters Score -1.218572e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -12185732.000000 Penalty: 3734.513916
	Iteration 28Q: 3 clusters Score -1.218573e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -12185728.000000 Penalty: 3734.513916
	Iteration 29Q: 3 clusters Score -1.218573e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -12185711.000000 Penalty: 3734.513916
	Iteration 30Q: 3 clusters Score -1.218571e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -12185660.000000 Penalty: 3734.513916
	Iteration 31Q: 3 clusters Score -1.218566e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -12185601.000000 Penalty: 3734.513916
	Iteration 32Q: 3 clusters Score -1.21856e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -12185596.000000 Penalty: 3734.513916
	Iteration 33Q: 3 clusters Score -1.21856e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -12185486.000000 Penalty: 3734.513916
	Iteration 34Q: 3 clusters Score -1.218549e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -12185451.000000 Penalty: 3734.513916
	Iteration 35Q: 3 clusters Score -1.218545e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -12185415.000000 Penalty: 3734.513916
	Iteration 36Q: 3 clusters Score -1.218542e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -12185385.000000 Penalty: 3734.513916
	Iteration 37Q: 3 clusters Score -1.218538e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -12185371.000000 Penalty: 3734.513916
	Iteration 38Q: 3 clusters Score -1.218537e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -12185345.000000 Penalty: 3734.513916
	Iteration 39Q: 3 clusters Score -1.218534e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -12185333.000000 Penalty: 3734.513916
	Iteration 40F: 3 clusters Score -1.218533e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -12185278.000000 Penalty: 3734.513916
	Iteration 41Q: 3 clusters Score -1.218528e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -12185238.000000 Penalty: 3734.513916
	Iteration 42Q: 3 clusters Score -1.218524e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -12185260.000000 Penalty: 3734.513916
	Iteration 43Q: 3 clusters Score -1.218526e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -12185208.000000 Penalty: 3734.513916
	Iteration 44Q: 3 clusters Score -1.218521e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -12185201.000000 Penalty: 3734.513916
	Iteration 45Q: 3 clusters Score -1.21852e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -12185209.000000 Penalty: 3734.513916
	Iteration 46Q: 3 clusters Score -1.218521e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -12185184.000000 Penalty: 3734.513916
	Iteration 47Q: 3 clusters Score -1.218518e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -12185190.000000 Penalty: 3734.513916
	Iteration 48Q: 3 clusters Score -1.218519e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -12185150.000000 Penalty: 3734.513916
	Iteration 49Q: 3 clusters Score -1.218515e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -12185098.000000 Penalty: 3734.513916
	Iteration 50Q: 3 clusters Score -1.21851e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -12185085.000000 Penalty: 3734.513916
	Iteration 51Q: 3 clusters Score -1.218508e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -12185072.000000 Penalty: 3734.513916
	Iteration 52Q: 3 clusters Score -1.218507e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -12185071.000000 Penalty: 3734.513916
	Iteration 53Q: 3 clusters Score -1.218507e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -12185062.000000 Penalty: 3734.513916
	Iteration 54Q: 3 clusters Score -1.218506e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -12185073.000000 Penalty: 3734.513916
	Iteration 55Q: 3 clusters Score -1.218507e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -12185090.000000 Penalty: 3734.513916
	Iteration 56Q: 3 clusters Score -1.218509e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -12185060.000000 Penalty: 3734.513916
	Iteration 57Q: 3 clusters Score -1.218506e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -12185041.000000 Penalty: 3734.513916
	Iteration 58Q: 3 clusters Score -1.218504e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -12185029.000000 Penalty: 3734.513916
	Iteration 59Q: 3 clusters Score -1.218503e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -12185014.000000 Penalty: 3734.513916
	Iteration 60F: 3 clusters Score -1.218501e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -12185000.000000 Penalty: 3734.513916
	Iteration 61Q: 3 clusters Score -1.2185e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -12184999.000000 Penalty: 3734.513916
	Iteration 62Q: 3 clusters Score -1.2185e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -12185004.000000 Penalty: 3734.513916
	Iteration 63Q: 3 clusters Score -1.2185e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -12184999.000000 Penalty: 3734.513916
	Iteration 64Q: 3 clusters Score -1.2185e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -12184983.000000 Penalty: 3734.513916
	Iteration 65Q: 3 clusters Score -1.218498e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -12184982.000000 Penalty: 3734.513916
	Iteration 66Q: 3 clusters Score -1.218498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -12184962.000000 Penalty: 3734.513916
	Iteration 67Q: 3 clusters Score -1.218496e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -12184960.000000 Penalty: 3734.513916
	Iteration 68Q: 3 clusters Score -1.218496e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -12184968.000000 Penalty: 3734.513916
	Iteration 69Q: 3 clusters Score -1.218497e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -12184961.000000 Penalty: 3734.513916
	Iteration 70Q: 3 clusters Score -1.218496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -12184959.000000 Penalty: 3734.513916
	Iteration 71Q: 3 clusters Score -1.218496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -12184962.000000 Penalty: 3734.513916
	Iteration 72Q: 3 clusters Score -1.218496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -12184947.000000 Penalty: 3734.513916
	Iteration 73Q: 3 clusters Score -1.218495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -12184938.000000 Penalty: 3734.513916
	Iteration 74Q: 3 clusters Score -1.218494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -12184928.000000 Penalty: 3734.513916
	Iteration 75Q: 3 clusters Score -1.218493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -12184923.000000 Penalty: 3734.513916
	Iteration 76Q: 3 clusters Score -1.218492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -12184924.000000 Penalty: 3734.513916
	Iteration 77Q: 3 clusters Score -1.218492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -12184925.000000 Penalty: 3734.513916
	Iteration 78Q: 3 clusters Score -1.218492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -12184927.000000 Penalty: 3734.513916
	Iteration 79Q: 3 clusters Score -1.218493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -12184935.000000 Penalty: 3734.513916
	Iteration 80F: 3 clusters Score -1.218494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -12184920.000000 Penalty: 3734.513916
	Iteration 81Q: 3 clusters Score -1.218492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -12184915.000000 Penalty: 3734.513916
	Iteration 82Q: 3 clusters Score -1.218492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -12184903.000000 Penalty: 3734.513916
	Iteration 83Q: 3 clusters Score -1.21849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -12184916.000000 Penalty: 3734.513916
	Iteration 84Q: 3 clusters Score -1.218492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -12184906.000000 Penalty: 3734.513916
	Iteration 85Q: 3 clusters Score -1.218491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -12184911.000000 Penalty: 3734.513916
	Iteration 86Q: 3 clusters Score -1.218491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -12184907.000000 Penalty: 3734.513916
	Iteration 87Q: 3 clusters Score -1.218491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -12184897.000000 Penalty: 3734.513916
	Iteration 88Q: 3 clusters Score -1.21849e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -12184894.000000 Penalty: 3734.513916
	Iteration 89Q: 3 clusters Score -1.218489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -12184896.000000 Penalty: 3734.513916
	Iteration 90Q: 3 clusters Score -1.21849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -12184888.000000 Penalty: 3734.513916
	Iteration 91Q: 3 clusters Score -1.218489e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -12184889.000000 Penalty: 3734.513916
	Iteration 92Q: 3 clusters Score -1.218489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -12184883.000000 Penalty: 3734.513916
	Iteration 93Q: 3 clusters Score -1.218488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -12184882.000000 Penalty: 3734.513916
	Iteration 94Q: 3 clusters Score -1.218488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -12184865.000000 Penalty: 3734.513916
	Iteration 95Q: 3 clusters Score -1.218486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -12184875.000000 Penalty: 3734.513916
	Iteration 96Q: 3 clusters Score -1.218488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -12184871.000000 Penalty: 3734.513916
	Iteration 97Q: 3 clusters Score -1.218487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -12184882.000000 Penalty: 3734.513916
	Iteration 98Q: 3 clusters Score -1.218488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -12184870.000000 Penalty: 3734.513916
	Iteration 99Q: 3 clusters Score -1.218487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -12184872.000000 Penalty: 3734.513916
	Iteration 100F: 3 clusters Score -1.218487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -12184881.000000 Penalty: 3734.513916
	Iteration 101Q: 3 clusters Score -1.218488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -12184878.000000 Penalty: 3734.513916
	Iteration 102Q: 3 clusters Score -1.218488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -12184873.000000 Penalty: 3734.513916
	Iteration 103Q: 3 clusters Score -1.218487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -12184873.000000 Penalty: 3734.513916
	Iteration 104Q: 3 clusters Score -1.218487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -12184873.000000 Penalty: 3734.513916
	Iteration 105Q: 3 clusters Score -1.218487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -12184874.000000 Penalty: 3734.513916
	Iteration 106Q: 3 clusters Score -1.218487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -12184874.000000 Penalty: 3734.513916
	Iteration 107F: 3 clusters Score -1.218487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (118484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118484 members 
Entering Unmasked Estep 
Score: -14807989.000000 Penalty: 1898.411621
	Iteration 0F: 2 clusters Score -1.480799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -14750216.000000 Penalty: 3796.823242
	Iteration 0F: 3 clusters Score -1.475022e+07 nChanged 56910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -14784681.000000 Penalty: 3796.823242
	Iteration 1F: 3 clusters Score -1.478468e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -14786480.000000 Penalty: 3796.823242
	Iteration 2Q: 3 clusters Score -1.478648e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71508 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -14789337.000000 Penalty: 3796.823242
	Iteration 3Q: 3 clusters Score -1.478934e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -14794115.000000 Penalty: 3796.823242
	Iteration 4F: 3 clusters Score -1.479412e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -14800596.000000 Penalty: 3796.823242
	Iteration 5F: 3 clusters Score -1.48006e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -14806215.000000 Penalty: 3796.823242
	Iteration 6F: 3 clusters Score -1.480622e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -14809165.000000 Penalty: 3796.823242
	Iteration 7F: 3 clusters Score -1.480916e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -14810770.000000 Penalty: 3796.823242
	Iteration 8Q: 3 clusters Score -1.481077e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -14811466.000000 Penalty: 3796.823242
	Iteration 9Q: 3 clusters Score -1.481147e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99547 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -14811746.000000 Penalty: 3796.823242
	Iteration 10Q: 3 clusters Score -1.481175e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99681 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -14812052.000000 Penalty: 3796.823242
	Iteration 11Q: 3 clusters Score -1.481205e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -14812236.000000 Penalty: 3796.823242
	Iteration 12Q: 3 clusters Score -1.481224e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -14812650.000000 Penalty: 3796.823242
	Iteration 13Q: 3 clusters Score -1.481265e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98862 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -14813199.000000 Penalty: 3796.823242
	Iteration 14Q: 3 clusters Score -1.48132e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -14813745.000000 Penalty: 3796.823242
	Iteration 15Q: 3 clusters Score -1.481374e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -14814300.000000 Penalty: 3796.823242
	Iteration 16Q: 3 clusters Score -1.48143e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96778 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -14815092.000000 Penalty: 3796.823242
	Iteration 17Q: 3 clusters Score -1.481509e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -14815775.000000 Penalty: 3796.823242
	Iteration 18Q: 3 clusters Score -1.481578e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95252 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -14816340.000000 Penalty: 3796.823242
	Iteration 19Q: 3 clusters Score -1.481634e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -14816893.000000 Penalty: 3796.823242
	Iteration 20F: 3 clusters Score -1.481689e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -14817450.000000 Penalty: 3796.823242
	Iteration 21Q: 3 clusters Score -1.481745e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -14817952.000000 Penalty: 3796.823242
	Iteration 22Q: 3 clusters Score -1.481795e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -14818386.000000 Penalty: 3796.823242
	Iteration 23Q: 3 clusters Score -1.481839e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -14818879.000000 Penalty: 3796.823242
	Iteration 24Q: 3 clusters Score -1.481888e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -14819307.000000 Penalty: 3796.823242
	Iteration 25Q: 3 clusters Score -1.481931e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90897 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -14819640.000000 Penalty: 3796.823242
	Iteration 26Q: 3 clusters Score -1.481964e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -14819923.000000 Penalty: 3796.823242
	Iteration 27Q: 3 clusters Score -1.481992e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -14820206.000000 Penalty: 3796.823242
	Iteration 28Q: 3 clusters Score -1.482021e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89604 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -14820434.000000 Penalty: 3796.823242
	Iteration 29Q: 3 clusters Score -1.482043e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -14820747.000000 Penalty: 3796.823242
	Iteration 30Q: 3 clusters Score -1.482075e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88902 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -14820959.000000 Penalty: 3796.823242
	Iteration 31Q: 3 clusters Score -1.482096e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -14821134.000000 Penalty: 3796.823242
	Iteration 32Q: 3 clusters Score -1.482113e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -14821324.000000 Penalty: 3796.823242
	Iteration 33Q: 3 clusters Score -1.482132e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -14821436.000000 Penalty: 3796.823242
	Iteration 34Q: 3 clusters Score -1.482144e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -14821610.000000 Penalty: 3796.823242
	Iteration 35Q: 3 clusters Score -1.482161e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -14821756.000000 Penalty: 3796.823242
	Iteration 36Q: 3 clusters Score -1.482176e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -14821853.000000 Penalty: 3796.823242
	Iteration 37Q: 3 clusters Score -1.482185e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -14821957.000000 Penalty: 3796.823242
	Iteration 38Q: 3 clusters Score -1.482196e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -14822020.000000 Penalty: 3796.823242
	Iteration 39Q: 3 clusters Score -1.482202e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -14822077.000000 Penalty: 3796.823242
	Iteration 40F: 3 clusters Score -1.482208e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -14822157.000000 Penalty: 3796.823242
	Iteration 41Q: 3 clusters Score -1.482216e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -14822249.000000 Penalty: 3796.823242
	Iteration 42Q: 3 clusters Score -1.482225e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -14822280.000000 Penalty: 3796.823242
	Iteration 43Q: 3 clusters Score -1.482228e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86501 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -14822359.000000 Penalty: 3796.823242
	Iteration 44Q: 3 clusters Score -1.482236e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -14822438.000000 Penalty: 3796.823242
	Iteration 45Q: 3 clusters Score -1.482244e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -14822470.000000 Penalty: 3796.823242
	Iteration 46Q: 3 clusters Score -1.482247e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -14822543.000000 Penalty: 3796.823242
	Iteration 47Q: 3 clusters Score -1.482254e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -14822612.000000 Penalty: 3796.823242
	Iteration 48Q: 3 clusters Score -1.482261e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -14822617.000000 Penalty: 3796.823242
	Iteration 49Q: 3 clusters Score -1.482262e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85849 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -14822655.000000 Penalty: 3796.823242
	Iteration 50Q: 3 clusters Score -1.482266e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -14822728.000000 Penalty: 3796.823242
	Iteration 51Q: 3 clusters Score -1.482273e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -14822742.000000 Penalty: 3796.823242
	Iteration 52Q: 3 clusters Score -1.482274e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -14822814.000000 Penalty: 3796.823242
	Iteration 53Q: 3 clusters Score -1.482281e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85417 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -14822816.000000 Penalty: 3796.823242
	Iteration 54Q: 3 clusters Score -1.482282e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85302 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -14822839.000000 Penalty: 3796.823242
	Iteration 55Q: 3 clusters Score -1.482284e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -14822828.000000 Penalty: 3796.823242
	Iteration 56Q: 3 clusters Score -1.482283e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -14822869.000000 Penalty: 3796.823242
	Iteration 57Q: 3 clusters Score -1.482287e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -14822937.000000 Penalty: 3796.823242
	Iteration 58Q: 3 clusters Score -1.482294e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -14823033.000000 Penalty: 3796.823242
	Iteration 59Q: 3 clusters Score -1.482303e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -14823074.000000 Penalty: 3796.823242
	Iteration 60F: 3 clusters Score -1.482307e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84417 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -14823092.000000 Penalty: 3796.823242
	Iteration 61Q: 3 clusters Score -1.482309e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -14823114.000000 Penalty: 3796.823242
	Iteration 62Q: 3 clusters Score -1.482311e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -14823176.000000 Penalty: 3796.823242
	Iteration 63Q: 3 clusters Score -1.482318e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -14823212.000000 Penalty: 3796.823242
	Iteration 64Q: 3 clusters Score -1.482321e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -14823212.000000 Penalty: 3796.823242
	Iteration 65Q: 3 clusters Score -1.482321e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -14823238.000000 Penalty: 3796.823242
	Iteration 66Q: 3 clusters Score -1.482324e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83298 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -14823247.000000 Penalty: 3796.823242
	Iteration 67Q: 3 clusters Score -1.482325e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -14823261.000000 Penalty: 3796.823242
	Iteration 68Q: 3 clusters Score -1.482326e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -14823256.000000 Penalty: 3796.823242
	Iteration 69Q: 3 clusters Score -1.482326e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -14823265.000000 Penalty: 3796.823242
	Iteration 70Q: 3 clusters Score -1.482326e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -14823278.000000 Penalty: 3796.823242
	Iteration 71Q: 3 clusters Score -1.482328e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -14823247.000000 Penalty: 3796.823242
	Iteration 72Q: 3 clusters Score -1.482325e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -14823268.000000 Penalty: 3796.823242
	Iteration 73Q: 3 clusters Score -1.482327e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -14823279.000000 Penalty: 3796.823242
	Iteration 74Q: 3 clusters Score -1.482328e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -14823285.000000 Penalty: 3796.823242
	Iteration 75Q: 3 clusters Score -1.482328e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -14823319.000000 Penalty: 3796.823242
	Iteration 76Q: 3 clusters Score -1.482332e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -14823346.000000 Penalty: 3796.823242
	Iteration 77Q: 3 clusters Score -1.482335e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -14823328.000000 Penalty: 3796.823242
	Iteration 78Q: 3 clusters Score -1.482333e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -14823372.000000 Penalty: 3796.823242
	Iteration 79Q: 3 clusters Score -1.482337e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -14823395.000000 Penalty: 3796.823242
	Iteration 80F: 3 clusters Score -1.48234e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -14823393.000000 Penalty: 3796.823242
	Iteration 81Q: 3 clusters Score -1.482339e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -14823404.000000 Penalty: 3796.823242
	Iteration 82Q: 3 clusters Score -1.48234e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -14823401.000000 Penalty: 3796.823242
	Iteration 83Q: 3 clusters Score -1.48234e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -14823412.000000 Penalty: 3796.823242
	Iteration 84Q: 3 clusters Score -1.482341e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -14823438.000000 Penalty: 3796.823242
	Iteration 85Q: 3 clusters Score -1.482344e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -14823439.000000 Penalty: 3796.823242
	Iteration 86Q: 3 clusters Score -1.482344e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -14823458.000000 Penalty: 3796.823242
	Iteration 87Q: 3 clusters Score -1.482346e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -14823454.000000 Penalty: 3796.823242
	Iteration 88Q: 3 clusters Score -1.482345e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -14823462.000000 Penalty: 3796.823242
	Iteration 89Q: 3 clusters Score -1.482346e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -14823496.000000 Penalty: 3796.823242
	Iteration 90Q: 3 clusters Score -1.48235e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -14823537.000000 Penalty: 3796.823242
	Iteration 91Q: 3 clusters Score -1.482354e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -14823532.000000 Penalty: 3796.823242
	Iteration 92Q: 3 clusters Score -1.482353e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -14823547.000000 Penalty: 3796.823242
	Iteration 93Q: 3 clusters Score -1.482355e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -14823557.000000 Penalty: 3796.823242
	Iteration 94Q: 3 clusters Score -1.482356e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78770 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -14823565.000000 Penalty: 3796.823242
	Iteration 95Q: 3 clusters Score -1.482356e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -14823582.000000 Penalty: 3796.823242
	Iteration 96Q: 3 clusters Score -1.482358e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -14823581.000000 Penalty: 3796.823242
	Iteration 97Q: 3 clusters Score -1.482358e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -14823575.000000 Penalty: 3796.823242
	Iteration 98Q: 3 clusters Score -1.482358e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -14823603.000000 Penalty: 3796.823242
	Iteration 99Q: 3 clusters Score -1.48236e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -14823629.000000 Penalty: 3796.823242
	Iteration 100F: 3 clusters Score -1.482363e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -14823662.000000 Penalty: 3796.823242
	Iteration 101Q: 3 clusters Score -1.482366e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -14823623.000000 Penalty: 3796.823242
	Iteration 102Q: 3 clusters Score -1.482362e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -14823613.000000 Penalty: 3796.823242
	Iteration 103Q: 3 clusters Score -1.482361e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77447 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -14823650.000000 Penalty: 3796.823242
	Iteration 104Q: 3 clusters Score -1.482365e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -14823683.000000 Penalty: 3796.823242
	Iteration 105Q: 3 clusters Score -1.482368e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -14823772.000000 Penalty: 3796.823242
	Iteration 106Q: 3 clusters Score -1.482377e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -14823806.000000 Penalty: 3796.823242
	Iteration 107Q: 3 clusters Score -1.482381e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -14823872.000000 Penalty: 3796.823242
	Iteration 108Q: 3 clusters Score -1.482387e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -14823882.000000 Penalty: 3796.823242
	Iteration 109Q: 3 clusters Score -1.482388e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76011 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -14823912.000000 Penalty: 3796.823242
	Iteration 110Q: 3 clusters Score -1.482391e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -14823932.000000 Penalty: 3796.823242
	Iteration 111Q: 3 clusters Score -1.482393e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -14823953.000000 Penalty: 3796.823242
	Iteration 112Q: 3 clusters Score -1.482395e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -14823967.000000 Penalty: 3796.823242
	Iteration 113Q: 3 clusters Score -1.482397e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -14824075.000000 Penalty: 3796.823242
	Iteration 114Q: 3 clusters Score -1.482408e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -14824183.000000 Penalty: 3796.823242
	Iteration 115Q: 3 clusters Score -1.482418e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -14824334.000000 Penalty: 3796.823242
	Iteration 116Q: 3 clusters Score -1.482433e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -14824397.000000 Penalty: 3796.823242
	Iteration 117Q: 3 clusters Score -1.48244e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -14824555.000000 Penalty: 3796.823242
	Iteration 118Q: 3 clusters Score -1.482456e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -14824678.000000 Penalty: 3796.823242
	Iteration 119Q: 3 clusters Score -1.482468e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -14824862.000000 Penalty: 3796.823242
	Iteration 120F: 3 clusters Score -1.482486e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -14825090.000000 Penalty: 3796.823242
	Iteration 121Q: 3 clusters Score -1.482509e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -14825284.000000 Penalty: 3796.823242
	Iteration 122Q: 3 clusters Score -1.482528e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -14825533.000000 Penalty: 3796.823242
	Iteration 123Q: 3 clusters Score -1.482553e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -14825890.000000 Penalty: 3796.823242
	Iteration 124Q: 3 clusters Score -1.482589e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -14826261.000000 Penalty: 3796.823242
	Iteration 125Q: 3 clusters Score -1.482626e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -14826590.000000 Penalty: 3796.823242
	Iteration 126Q: 3 clusters Score -1.482659e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -14827078.000000 Penalty: 3796.823242
	Iteration 127Q: 3 clusters Score -1.482708e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -14827449.000000 Penalty: 3796.823242
	Iteration 128Q: 3 clusters Score -1.482745e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -14827773.000000 Penalty: 3796.823242
	Iteration 129Q: 3 clusters Score -1.482777e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -14828027.000000 Penalty: 3796.823242
	Iteration 130Q: 3 clusters Score -1.482803e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -14828161.000000 Penalty: 3796.823242
	Iteration 131Q: 3 clusters Score -1.482816e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -14828303.000000 Penalty: 3796.823242
	Iteration 132Q: 3 clusters Score -1.48283e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -14828461.000000 Penalty: 3796.823242
	Iteration 133Q: 3 clusters Score -1.482846e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -14828595.000000 Penalty: 3796.823242
	Iteration 134Q: 3 clusters Score -1.48286e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -14828734.000000 Penalty: 3796.823242
	Iteration 135Q: 3 clusters Score -1.482873e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -14828822.000000 Penalty: 3796.823242
	Iteration 136Q: 3 clusters Score -1.482882e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -14828854.000000 Penalty: 3796.823242
	Iteration 137Q: 3 clusters Score -1.482885e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -14828907.000000 Penalty: 3796.823242
	Iteration 138Q: 3 clusters Score -1.482891e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -14828929.000000 Penalty: 3796.823242
	Iteration 139Q: 3 clusters Score -1.482893e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -14829059.000000 Penalty: 3796.823242
	Iteration 140F: 3 clusters Score -1.482906e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -14829065.000000 Penalty: 3796.823242
	Iteration 141Q: 3 clusters Score -1.482906e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -14829043.000000 Penalty: 3796.823242
	Iteration 142Q: 3 clusters Score -1.482904e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -14829035.000000 Penalty: 3796.823242
	Iteration 143Q: 3 clusters Score -1.482904e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -14829020.000000 Penalty: 3796.823242
	Iteration 144Q: 3 clusters Score -1.482902e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
Score: -14828992.000000 Penalty: 3796.823242
	Iteration 145Q: 3 clusters Score -1.482899e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -14829001.000000 Penalty: 3796.823242
	Iteration 146Q: 3 clusters Score -1.4829e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -14829050.000000 Penalty: 3796.823242
	Iteration 147Q: 3 clusters Score -1.482905e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -14829049.000000 Penalty: 3796.823242
	Iteration 148Q: 3 clusters Score -1.482905e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -14829058.000000 Penalty: 3796.823242
	Iteration 149Q: 3 clusters Score -1.482906e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -14829059.000000 Penalty: 3796.823242
	Iteration 150Q: 3 clusters Score -1.482906e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -14829067.000000 Penalty: 3796.823242
	Iteration 151Q: 3 clusters Score -1.482907e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -14829073.000000 Penalty: 3796.823242
	Iteration 152Q: 3 clusters Score -1.482907e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -14829090.000000 Penalty: 3796.823242
	Iteration 153Q: 3 clusters Score -1.482909e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -14829097.000000 Penalty: 3796.823242
	Iteration 154Q: 3 clusters Score -1.48291e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -14829122.000000 Penalty: 3796.823242
	Iteration 155Q: 3 clusters Score -1.482912e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -14829129.000000 Penalty: 3796.823242
	Iteration 156Q: 3 clusters Score -1.482913e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -14829132.000000 Penalty: 3796.823242
	Iteration 157Q: 3 clusters Score -1.482913e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -14829139.000000 Penalty: 3796.823242
	Iteration 158Q: 3 clusters Score -1.482914e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -14829148.000000 Penalty: 3796.823242
	Iteration 159Q: 3 clusters Score -1.482915e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -14829135.000000 Penalty: 3796.823242
	Iteration 160F: 3 clusters Score -1.482914e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -14829174.000000 Penalty: 3796.823242
	Iteration 161Q: 3 clusters Score -1.482917e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -14829190.000000 Penalty: 3796.823242
	Iteration 162Q: 3 clusters Score -1.482919e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -14829183.000000 Penalty: 3796.823242
	Iteration 163Q: 3 clusters Score -1.482918e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -14829179.000000 Penalty: 3796.823242
	Iteration 164Q: 3 clusters Score -1.482918e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -14829165.000000 Penalty: 3796.823242
	Iteration 165Q: 3 clusters Score -1.482916e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -14829146.000000 Penalty: 3796.823242
	Iteration 166Q: 3 clusters Score -1.482915e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -14829165.000000 Penalty: 3796.823242
	Iteration 167Q: 3 clusters Score -1.482916e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -14829150.000000 Penalty: 3796.823242
	Iteration 168Q: 3 clusters Score -1.482915e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -14829144.000000 Penalty: 3796.823242
	Iteration 169Q: 3 clusters Score -1.482914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -14829154.000000 Penalty: 3796.823242
	Iteration 170Q: 3 clusters Score -1.482915e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -14829152.000000 Penalty: 3796.823242
	Iteration 171Q: 3 clusters Score -1.482915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -14829167.000000 Penalty: 3796.823242
	Iteration 172Q: 3 clusters Score -1.482917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -14829154.000000 Penalty: 3796.823242
	Iteration 173Q: 3 clusters Score -1.482915e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -14829147.000000 Penalty: 3796.823242
	Iteration 174Q: 3 clusters Score -1.482915e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -14829146.000000 Penalty: 3796.823242
	Iteration 175Q: 3 clusters Score -1.482915e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -14829151.000000 Penalty: 3796.823242
	Iteration 176Q: 3 clusters Score -1.482915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -14829160.000000 Penalty: 3796.823242
	Iteration 177Q: 3 clusters Score -1.482916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -14829158.000000 Penalty: 3796.823242
	Iteration 178Q: 3 clusters Score -1.482916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -14829156.000000 Penalty: 3796.823242
	Iteration 179Q: 3 clusters Score -1.482916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -14829145.000000 Penalty: 3796.823242
	Iteration 180F: 3 clusters Score -1.482914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -14829149.000000 Penalty: 3796.823242
	Iteration 181Q: 3 clusters Score -1.482915e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -14829138.000000 Penalty: 3796.823242
	Iteration 182Q: 3 clusters Score -1.482914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 70588 members 
Entering Unmasked Estep 
Score: -14829140.000000 Penalty: 3796.823242
	Iteration 183Q: 3 clusters Score -1.482914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -14829146.000000 Penalty: 3796.823242
	Iteration 184Q: 3 clusters Score -1.482915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 70619 members 
Entering Unmasked Estep 
Score: -14829155.000000 Penalty: 3796.823242
	Iteration 185Q: 3 clusters Score -1.482916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -14829148.000000 Penalty: 3796.823242
	Iteration 186Q: 3 clusters Score -1.482915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -14829154.000000 Penalty: 3796.823242
	Iteration 187Q: 3 clusters Score -1.482915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 70639 members 
Entering Unmasked Estep 
Score: -14829147.000000 Penalty: 3796.823242
	Iteration 188Q: 3 clusters Score -1.482915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -14829144.000000 Penalty: 3796.823242
	Iteration 189Q: 3 clusters Score -1.482914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -14829147.000000 Penalty: 3796.823242
	Iteration 190Q: 3 clusters Score -1.482915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -14829153.000000 Penalty: 3796.823242
	Iteration 191Q: 3 clusters Score -1.482915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -14829153.000000 Penalty: 3796.823242
	Iteration 192F: 3 clusters Score -1.482915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 99885 members 
Mstep: Class 3 contains 97813 members 
Mstep: Class 4 contains 70646 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 168198 members 
Mstep: Class 8 contains 595 members 
Mstep: Class 9 contains 23858 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 13544 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 117862 members 
Entering Unmasked Estep 
Score: -102049944.000000 Penalty: 42121.515625
Splitting cluster 5 changes total score from -102026288.000000 to -102049944.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (4172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Entering Unmasked Estep 
Score: -479157.531250 Penalty: 1354.624512
	Iteration 0F: 2 clusters Score -479157.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -475713.625000 Penalty: 2709.249023
	Iteration 0F: 3 clusters Score -475713.6 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -476754.343750 Penalty: 2709.249023
	Iteration 1F: 3 clusters Score -476754.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -476951.562500 Penalty: 2709.249023
	Iteration 2F: 3 clusters Score -476951.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -477101.968750 Penalty: 2709.249023
	Iteration 3F: 3 clusters Score -477102 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -477205.000000 Penalty: 2709.249023
	Iteration 4Q: 3 clusters Score -477205 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -477297.531250 Penalty: 2709.249023
	Iteration 5Q: 3 clusters Score -477297.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -477385.406250 Penalty: 2709.249023
	Iteration 6Q: 3 clusters Score -477385.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -477466.562500 Penalty: 2709.249023
	Iteration 7Q: 3 clusters Score -477466.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -477560.531250 Penalty: 2709.249023
	Iteration 8Q: 3 clusters Score -477560.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -477665.406250 Penalty: 2709.249023
	Iteration 9Q: 3 clusters Score -477665.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -477813.468750 Penalty: 2709.249023
	Iteration 10Q: 3 clusters Score -477813.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -477988.687500 Penalty: 2709.249023
	Iteration 11Q: 3 clusters Score -477988.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -478189.687500 Penalty: 2709.249023
	Iteration 12Q: 3 clusters Score -478189.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -478361.687500 Penalty: 2709.249023
	Iteration 13Q: 3 clusters Score -478361.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -478516.687500 Penalty: 2709.249023
	Iteration 14Q: 3 clusters Score -478516.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -478645.812500 Penalty: 2709.249023
	Iteration 15Q: 3 clusters Score -478645.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -478728.031250 Penalty: 2709.249023
	Iteration 16Q: 3 clusters Score -478728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -478797.156250 Penalty: 2709.249023
	Iteration 17Q: 3 clusters Score -478797.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -478841.906250 Penalty: 2709.249023
	Iteration 18Q: 3 clusters Score -478841.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -478859.375000 Penalty: 2709.249023
	Iteration 19Q: 3 clusters Score -478859.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -478875.187500 Penalty: 2709.249023
	Iteration 20F: 3 clusters Score -478875.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -478883.312500 Penalty: 2709.249023
	Iteration 21Q: 3 clusters Score -478883.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -478887.656250 Penalty: 2709.249023
	Iteration 22Q: 3 clusters Score -478887.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -478892.968750 Penalty: 2709.249023
	Iteration 23Q: 3 clusters Score -478893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -478897.250000 Penalty: 2709.249023
	Iteration 24Q: 3 clusters Score -478897.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -478900.875000 Penalty: 2709.249023
	Iteration 25Q: 3 clusters Score -478900.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -478902.156250 Penalty: 2709.249023
	Iteration 26Q: 3 clusters Score -478902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -478905.187500 Penalty: 2709.249023
	Iteration 27Q: 3 clusters Score -478905.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -478907.281250 Penalty: 2709.249023
	Iteration 28Q: 3 clusters Score -478907.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -478910.187500 Penalty: 2709.249023
	Iteration 29Q: 3 clusters Score -478910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -478911.593750 Penalty: 2709.249023
	Iteration 30Q: 3 clusters Score -478911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -478912.156250 Penalty: 2709.249023
	Iteration 31Q: 3 clusters Score -478912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -478914.468750 Penalty: 2709.249023
	Iteration 32Q: 3 clusters Score -478914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -478916.937500 Penalty: 2709.249023
	Iteration 33Q: 3 clusters Score -478916.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -478919.531250 Penalty: 2709.249023
	Iteration 34Q: 3 clusters Score -478919.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -478920.843750 Penalty: 2709.249023
	Iteration 35Q: 3 clusters Score -478920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -478922.531250 Penalty: 2709.249023
	Iteration 36Q: 3 clusters Score -478922.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -478923.968750 Penalty: 2709.249023
	Iteration 37Q: 3 clusters Score -478924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -478925.781250 Penalty: 2709.249023
	Iteration 38Q: 3 clusters Score -478925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -478926.250000 Penalty: 2709.249023
	Iteration 39Q: 3 clusters Score -478926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -478926.250000 Penalty: 2709.249023
	Iteration 40F: 3 clusters Score -478926.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (168198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Entering Unmasked Estep 
Score: -21057642.000000 Penalty: 1955.345703
	Iteration 0F: 2 clusters Score -2.105764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -21033098.000000 Penalty: 3910.691406
	Iteration 0F: 3 clusters Score -2.10331e+07 nChanged 81384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -21085020.000000 Penalty: 3910.691406
	Iteration 1F: 3 clusters Score -2.108502e+07 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -21088908.000000 Penalty: 3910.691406
	Iteration 2F: 3 clusters Score -2.108891e+07 nChanged 15389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -21091848.000000 Penalty: 3910.691406
	Iteration 3F: 3 clusters Score -2.109185e+07 nChanged 15429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -21097128.000000 Penalty: 3910.691406
	Iteration 4F: 3 clusters Score -2.109713e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97815 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -21099222.000000 Penalty: 3910.691406
	Iteration 5F: 3 clusters Score -2.109922e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97620 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -21099104.000000 Penalty: 3910.691406
	Iteration 6Q: 3 clusters Score -2.10991e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -21098858.000000 Penalty: 3910.691406
	Iteration 7Q: 3 clusters Score -2.109886e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -21098706.000000 Penalty: 3910.691406
	Iteration 8Q: 3 clusters Score -2.109871e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -21098520.000000 Penalty: 3910.691406
	Iteration 9Q: 3 clusters Score -2.109852e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98005 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -21098386.000000 Penalty: 3910.691406
	Iteration 10Q: 3 clusters Score -2.109839e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98135 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -21098336.000000 Penalty: 3910.691406
	Iteration 11Q: 3 clusters Score -2.109834e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -21098242.000000 Penalty: 3910.691406
	Iteration 12Q: 3 clusters Score -2.109824e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98304 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -21098400.000000 Penalty: 3910.691406
	Iteration 13Q: 3 clusters Score -2.10984e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -21098340.000000 Penalty: 3910.691406
	Iteration 14Q: 3 clusters Score -2.109834e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -21098326.000000 Penalty: 3910.691406
	Iteration 15Q: 3 clusters Score -2.109833e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -21098238.000000 Penalty: 3910.691406
	Iteration 16Q: 3 clusters Score -2.109824e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -21098158.000000 Penalty: 3910.691406
	Iteration 17Q: 3 clusters Score -2.109816e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -21098136.000000 Penalty: 3910.691406
	Iteration 18Q: 3 clusters Score -2.109814e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98909 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -21098338.000000 Penalty: 3910.691406
	Iteration 19Q: 3 clusters Score -2.109834e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -21098526.000000 Penalty: 3910.691406
	Iteration 20F: 3 clusters Score -2.109853e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99041 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -21098700.000000 Penalty: 3910.691406
	Iteration 21Q: 3 clusters Score -2.10987e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99111 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -21098790.000000 Penalty: 3910.691406
	Iteration 22Q: 3 clusters Score -2.109879e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -21099062.000000 Penalty: 3910.691406
	Iteration 23Q: 3 clusters Score -2.109906e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99181 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -21099214.000000 Penalty: 3910.691406
	Iteration 24Q: 3 clusters Score -2.109921e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99182 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -21099432.000000 Penalty: 3910.691406
	Iteration 25Q: 3 clusters Score -2.109943e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99210 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -21099600.000000 Penalty: 3910.691406
	Iteration 26Q: 3 clusters Score -2.10996e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99218 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -21099834.000000 Penalty: 3910.691406
	Iteration 27Q: 3 clusters Score -2.109983e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99210 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -21100104.000000 Penalty: 3910.691406
	Iteration 28Q: 3 clusters Score -2.11001e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99179 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -21100488.000000 Penalty: 3910.691406
	Iteration 29Q: 3 clusters Score -2.110049e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99170 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -21100788.000000 Penalty: 3910.691406
	Iteration 30Q: 3 clusters Score -2.110079e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99193 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -21101012.000000 Penalty: 3910.691406
	Iteration 31Q: 3 clusters Score -2.110101e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -21101182.000000 Penalty: 3910.691406
	Iteration 32Q: 3 clusters Score -2.110118e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -21101402.000000 Penalty: 3910.691406
	Iteration 33Q: 3 clusters Score -2.11014e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -21101580.000000 Penalty: 3910.691406
	Iteration 34Q: 3 clusters Score -2.110158e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -21101786.000000 Penalty: 3910.691406
	Iteration 35Q: 3 clusters Score -2.110179e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
Score: -21101912.000000 Penalty: 3910.691406
	Iteration 36Q: 3 clusters Score -2.110191e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99260 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -21102104.000000 Penalty: 3910.691406
	Iteration 37Q: 3 clusters Score -2.11021e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -21102288.000000 Penalty: 3910.691406
	Iteration 38Q: 3 clusters Score -2.110229e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -21102470.000000 Penalty: 3910.691406
	Iteration 39Q: 3 clusters Score -2.110247e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99312 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -21102540.000000 Penalty: 3910.691406
	Iteration 40F: 3 clusters Score -2.110254e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -21102808.000000 Penalty: 3910.691406
	Iteration 41Q: 3 clusters Score -2.110281e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -21103046.000000 Penalty: 3910.691406
	Iteration 42Q: 3 clusters Score -2.110305e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -21103282.000000 Penalty: 3910.691406
	Iteration 43Q: 3 clusters Score -2.110328e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -21103410.000000 Penalty: 3910.691406
	Iteration 44Q: 3 clusters Score -2.110341e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -21103528.000000 Penalty: 3910.691406
	Iteration 45Q: 3 clusters Score -2.110353e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99243 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -21103668.000000 Penalty: 3910.691406
	Iteration 46Q: 3 clusters Score -2.110367e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99237 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -21103786.000000 Penalty: 3910.691406
	Iteration 47Q: 3 clusters Score -2.110379e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -21103920.000000 Penalty: 3910.691406
	Iteration 48Q: 3 clusters Score -2.110392e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -21104088.000000 Penalty: 3910.691406
	Iteration 49Q: 3 clusters Score -2.110409e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -21104202.000000 Penalty: 3910.691406
	Iteration 50Q: 3 clusters Score -2.11042e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99283 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -21104258.000000 Penalty: 3910.691406
	Iteration 51Q: 3 clusters Score -2.110426e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -21104324.000000 Penalty: 3910.691406
	Iteration 52Q: 3 clusters Score -2.110432e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99281 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -21104428.000000 Penalty: 3910.691406
	Iteration 53Q: 3 clusters Score -2.110443e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -21104474.000000 Penalty: 3910.691406
	Iteration 54Q: 3 clusters Score -2.110447e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -21104568.000000 Penalty: 3910.691406
	Iteration 55Q: 3 clusters Score -2.110457e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -21104688.000000 Penalty: 3910.691406
	Iteration 56Q: 3 clusters Score -2.110469e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -21104688.000000 Penalty: 3910.691406
	Iteration 57Q: 3 clusters Score -2.110469e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -21104838.000000 Penalty: 3910.691406
	Iteration 58Q: 3 clusters Score -2.110484e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99302 members 
Mstep: Class 2 contains 68896 members 
Entering Unmasked Estep 
Score: -21104980.000000 Penalty: 3910.691406
	Iteration 59Q: 3 clusters Score -2.110498e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -21105090.000000 Penalty: 3910.691406
	Iteration 60F: 3 clusters Score -2.110509e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -21105206.000000 Penalty: 3910.691406
	Iteration 61Q: 3 clusters Score -2.110521e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -21105330.000000 Penalty: 3910.691406
	Iteration 62Q: 3 clusters Score -2.110533e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99295 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -21105446.000000 Penalty: 3910.691406
	Iteration 63Q: 3 clusters Score -2.110545e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -21105458.000000 Penalty: 3910.691406
	Iteration 64Q: 3 clusters Score -2.110546e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99293 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -21105568.000000 Penalty: 3910.691406
	Iteration 65Q: 3 clusters Score -2.110557e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99278 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -21105694.000000 Penalty: 3910.691406
	Iteration 66Q: 3 clusters Score -2.110569e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -21105774.000000 Penalty: 3910.691406
	Iteration 67Q: 3 clusters Score -2.110577e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 68932 members 
Entering Unmasked Estep 
Score: -21105824.000000 Penalty: 3910.691406
	Iteration 68Q: 3 clusters Score -2.110582e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -21105896.000000 Penalty: 3910.691406
	Iteration 69Q: 3 clusters Score -2.11059e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -21105936.000000 Penalty: 3910.691406
	Iteration 70Q: 3 clusters Score -2.110594e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99257 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -21105972.000000 Penalty: 3910.691406
	Iteration 71Q: 3 clusters Score -2.110597e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -21106010.000000 Penalty: 3910.691406
	Iteration 72Q: 3 clusters Score -2.110601e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99283 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -21106024.000000 Penalty: 3910.691406
	Iteration 73Q: 3 clusters Score -2.110602e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -21106094.000000 Penalty: 3910.691406
	Iteration 74Q: 3 clusters Score -2.110609e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99302 members 
Mstep: Class 2 contains 68896 members 
Entering Unmasked Estep 
Score: -21106062.000000 Penalty: 3910.691406
	Iteration 75Q: 3 clusters Score -2.110606e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -21106090.000000 Penalty: 3910.691406
	Iteration 76Q: 3 clusters Score -2.110609e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99331 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -21106048.000000 Penalty: 3910.691406
	Iteration 77Q: 3 clusters Score -2.110605e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -21106058.000000 Penalty: 3910.691406
	Iteration 78Q: 3 clusters Score -2.110606e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99338 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -21106118.000000 Penalty: 3910.691406
	Iteration 79Q: 3 clusters Score -2.110612e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -21106138.000000 Penalty: 3910.691406
	Iteration 80F: 3 clusters Score -2.110614e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -21106190.000000 Penalty: 3910.691406
	Iteration 81Q: 3 clusters Score -2.110619e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -21106224.000000 Penalty: 3910.691406
	Iteration 82Q: 3 clusters Score -2.110622e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -21106272.000000 Penalty: 3910.691406
	Iteration 83Q: 3 clusters Score -2.110627e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99331 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -21106296.000000 Penalty: 3910.691406
	Iteration 84Q: 3 clusters Score -2.11063e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -21106364.000000 Penalty: 3910.691406
	Iteration 85Q: 3 clusters Score -2.110636e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99321 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -21106440.000000 Penalty: 3910.691406
	Iteration 86Q: 3 clusters Score -2.110644e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -21106454.000000 Penalty: 3910.691406
	Iteration 87Q: 3 clusters Score -2.110645e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99307 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -21106466.000000 Penalty: 3910.691406
	Iteration 88Q: 3 clusters Score -2.110647e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -21106482.000000 Penalty: 3910.691406
	Iteration 89Q: 3 clusters Score -2.110648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99293 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -21106530.000000 Penalty: 3910.691406
	Iteration 90Q: 3 clusters Score -2.110653e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -21106530.000000 Penalty: 3910.691406
	Iteration 91Q: 3 clusters Score -2.110653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -21106540.000000 Penalty: 3910.691406
	Iteration 92Q: 3 clusters Score -2.110654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -21106534.000000 Penalty: 3910.691406
	Iteration 93Q: 3 clusters Score -2.110653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99278 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -21106550.000000 Penalty: 3910.691406
	Iteration 94Q: 3 clusters Score -2.110655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99286 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -21106540.000000 Penalty: 3910.691406
	Iteration 95Q: 3 clusters Score -2.110654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -21106538.000000 Penalty: 3910.691406
	Iteration 96Q: 3 clusters Score -2.110654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -21106518.000000 Penalty: 3910.691406
	Iteration 97Q: 3 clusters Score -2.110652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -21106534.000000 Penalty: 3910.691406
	Iteration 98Q: 3 clusters Score -2.110653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -21106558.000000 Penalty: 3910.691406
	Iteration 99Q: 3 clusters Score -2.110656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -21106566.000000 Penalty: 3910.691406
	Iteration 100F: 3 clusters Score -2.110657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -21106560.000000 Penalty: 3910.691406
	Iteration 101Q: 3 clusters Score -2.110656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -21106564.000000 Penalty: 3910.691406
	Iteration 102Q: 3 clusters Score -2.110656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -21106574.000000 Penalty: 3910.691406
	Iteration 103Q: 3 clusters Score -2.110657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -21106568.000000 Penalty: 3910.691406
	Iteration 104Q: 3 clusters Score -2.110657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -21106558.000000 Penalty: 3910.691406
	Iteration 105Q: 3 clusters Score -2.110656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99283 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -21106578.000000 Penalty: 3910.691406
	Iteration 106Q: 3 clusters Score -2.110658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -21106562.000000 Penalty: 3910.691406
	Iteration 107Q: 3 clusters Score -2.110656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -21106570.000000 Penalty: 3910.691406
	Iteration 108Q: 3 clusters Score -2.110657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99293 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -21106562.000000 Penalty: 3910.691406
	Iteration 109Q: 3 clusters Score -2.110656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99293 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -21106562.000000 Penalty: 3910.691406
	Iteration 110Q: 3 clusters Score -2.110656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99294 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -21106554.000000 Penalty: 3910.691406
	Iteration 111Q: 3 clusters Score -2.110655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -21106558.000000 Penalty: 3910.691406
	Iteration 112Q: 3 clusters Score -2.110656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99290 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -21106580.000000 Penalty: 3910.691406
	Iteration 113Q: 3 clusters Score -2.110658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99289 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -21106582.000000 Penalty: 3910.691406
	Iteration 114Q: 3 clusters Score -2.110658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -21106570.000000 Penalty: 3910.691406
	Iteration 115Q: 3 clusters Score -2.110657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -21106590.000000 Penalty: 3910.691406
	Iteration 116Q: 3 clusters Score -2.110659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -21106578.000000 Penalty: 3910.691406
	Iteration 117Q: 3 clusters Score -2.110658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -21106614.000000 Penalty: 3910.691406
	Iteration 118Q: 3 clusters Score -2.110661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99270 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -21106628.000000 Penalty: 3910.691406
	Iteration 119Q: 3 clusters Score -2.110663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99255 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -21106648.000000 Penalty: 3910.691406
	Iteration 120F: 3 clusters Score -2.110665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99243 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -21106672.000000 Penalty: 3910.691406
	Iteration 121Q: 3 clusters Score -2.110667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -21106682.000000 Penalty: 3910.691406
	Iteration 122Q: 3 clusters Score -2.110668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -21106676.000000 Penalty: 3910.691406
	Iteration 123Q: 3 clusters Score -2.110668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -21106692.000000 Penalty: 3910.691406
	Iteration 124Q: 3 clusters Score -2.110669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -21106692.000000 Penalty: 3910.691406
	Iteration 125Q: 3 clusters Score -2.110669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99224 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -21106690.000000 Penalty: 3910.691406
	Iteration 126Q: 3 clusters Score -2.110669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -21106728.000000 Penalty: 3910.691406
	Iteration 127Q: 3 clusters Score -2.110673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -21106710.000000 Penalty: 3910.691406
	Iteration 128Q: 3 clusters Score -2.110671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -21106704.000000 Penalty: 3910.691406
	Iteration 129Q: 3 clusters Score -2.11067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -21106688.000000 Penalty: 3910.691406
	Iteration 130Q: 3 clusters Score -2.110669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99224 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -21106684.000000 Penalty: 3910.691406
	Iteration 131Q: 3 clusters Score -2.110668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99224 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -21106684.000000 Penalty: 3910.691406
	Iteration 132F: 3 clusters Score -2.110668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 99885 members 
Mstep: Class 3 contains 97813 members 
Mstep: Class 4 contains 70646 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 99224 members 
Mstep: Class 8 contains 595 members 
Mstep: Class 9 contains 23858 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 13 contains 68974 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 13544 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 117862 members 
Entering Unmasked Estep 
Score: -102098552.000000 Penalty: 44338.437500
Splitting cluster 7 changes total score from -102026288.000000 to -102098552.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -60383.476562 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -60383.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59370.828125 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -59370.83 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59782.156250 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -59782.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60016.933594 Penalty: 2076.282471
	Iteration 2F: 3 clusters Score -60016.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60178.714844 Penalty: 2076.282471
	Iteration 3F: 3 clusters Score -60178.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60323.257812 Penalty: 2076.282471
	Iteration 4Q: 3 clusters Score -60323.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60433.097656 Penalty: 2076.282471
	Iteration 5Q: 3 clusters Score -60433.1 nChanged 15
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: -60491.218750 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -60491.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60564.121094 Penalty: 2076.282471
	Iteration 7Q: 3 clusters Score -60564.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60669.773438 Penalty: 2076.282471
	Iteration 8Q: 3 clusters Score -60669.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60765.535156 Penalty: 2076.282471
	Iteration 9Q: 3 clusters Score -60765.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60857.335938 Penalty: 2076.282471
	Iteration 10Q: 3 clusters Score -60857.34 nChanged 13
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: -60905.847656 Penalty: 2076.282471
	Iteration 11Q: 3 clusters Score -60905.85 nChanged 7
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: -60945.679688 Penalty: 2076.282471
	Iteration 12Q: 3 clusters Score -60945.68 nChanged 7
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: -60978.582031 Penalty: 2076.282471
	Iteration 13Q: 3 clusters Score -60978.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60991.406250 Penalty: 2076.282471
	Iteration 14Q: 3 clusters Score -60991.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61007.945312 Penalty: 2076.282471
	Iteration 15F: 3 clusters Score -61007.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61062.769531 Penalty: 2076.282471
	Iteration 16Q: 3 clusters Score -61062.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61075.195312 Penalty: 2076.282471
	Iteration 17Q: 3 clusters Score -61075.2 nChanged 3
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: -61079.648438 Penalty: 2076.282471
	Iteration 18Q: 3 clusters Score -61079.65 nChanged 0
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: -61079.648438 Penalty: 2076.282471
	Iteration 19F: 3 clusters Score -61079.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 99885 members 
Mstep: Class 3 contains 97813 members 
Mstep: Class 4 contains 70646 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 99224 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 23858 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 13 contains 68974 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 13544 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 117862 members 
Mstep: Class 21 contains 264 members 
Entering Unmasked Estep 
Score: -102098136.000000 Penalty: 46555.359375
Splitting cluster 8 changes total score from -102026288.000000 to -102098136.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (23858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Entering Unmasked Estep 
Score: -2831033.500000 Penalty: 1637.979736
	Iteration 0F: 2 clusters Score -2831034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2814900.250000 Penalty: 3275.959473
	Iteration 0F: 3 clusters Score -2814900 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2821165.250000 Penalty: 3275.959473
	Iteration 1F: 3 clusters Score -2821165 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2822061.750000 Penalty: 3275.959473
	Iteration 2F: 3 clusters Score -2822062 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2823321.500000 Penalty: 3275.959473
	Iteration 3F: 3 clusters Score -2823322 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2825110.500000 Penalty: 3275.959473
	Iteration 4F: 3 clusters Score -2825110 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2827142.500000 Penalty: 3275.959473
	Iteration 5F: 3 clusters Score -2827142 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2828903.500000 Penalty: 3275.959473
	Iteration 6F: 3 clusters Score -2828904 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2830258.000000 Penalty: 3275.959473
	Iteration 7F: 3 clusters Score -2830258 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2831380.000000 Penalty: 3275.959473
	Iteration 8Q: 3 clusters Score -2831380 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2832386.250000 Penalty: 3275.959473
	Iteration 9Q: 3 clusters Score -2832386 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2833225.500000 Penalty: 3275.959473
	Iteration 10Q: 3 clusters Score -2833226 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2833931.500000 Penalty: 3275.959473
	Iteration 11Q: 3 clusters Score -2833932 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2834396.250000 Penalty: 3275.959473
	Iteration 12Q: 3 clusters Score -2834396 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2834604.000000 Penalty: 3275.959473
	Iteration 13Q: 3 clusters Score -2834604 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2834686.750000 Penalty: 3275.959473
	Iteration 14Q: 3 clusters Score -2834687 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2834731.500000 Penalty: 3275.959473
	Iteration 15Q: 3 clusters Score -2834732 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2834761.500000 Penalty: 3275.959473
	Iteration 16Q: 3 clusters Score -2834762 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2834784.000000 Penalty: 3275.959473
	Iteration 17Q: 3 clusters Score -2834784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2834799.750000 Penalty: 3275.959473
	Iteration 18Q: 3 clusters Score -2834800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2834824.000000 Penalty: 3275.959473
	Iteration 19Q: 3 clusters Score -2834824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2834844.250000 Penalty: 3275.959473
	Iteration 20F: 3 clusters Score -2834844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2834843.250000 Penalty: 3275.959473
	Iteration 21Q: 3 clusters Score -2834843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2834864.500000 Penalty: 3275.959473
	Iteration 22Q: 3 clusters Score -2834864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2834880.500000 Penalty: 3275.959473
	Iteration 23Q: 3 clusters Score -2834880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2834874.500000 Penalty: 3275.959473
	Iteration 24Q: 3 clusters Score -2834874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2834879.750000 Penalty: 3275.959473
	Iteration 25Q: 3 clusters Score -2834880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2834880.750000 Penalty: 3275.959473
	Iteration 26Q: 3 clusters Score -2834881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2834892.250000 Penalty: 3275.959473
	Iteration 27Q: 3 clusters Score -2834892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2834890.000000 Penalty: 3275.959473
	Iteration 28Q: 3 clusters Score -2834890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2834891.250000 Penalty: 3275.959473
	Iteration 29Q: 3 clusters Score -2834891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2834896.000000 Penalty: 3275.959473
	Iteration 30Q: 3 clusters Score -2834896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2834899.500000 Penalty: 3275.959473
	Iteration 31Q: 3 clusters Score -2834900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2834897.250000 Penalty: 3275.959473
	Iteration 32Q: 3 clusters Score -2834897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2834900.500000 Penalty: 3275.959473
	Iteration 33Q: 3 clusters Score -2834900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2834902.000000 Penalty: 3275.959473
	Iteration 34Q: 3 clusters Score -2834902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2834902.750000 Penalty: 3275.959473
	Iteration 35Q: 3 clusters Score -2834903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2834904.750000 Penalty: 3275.959473
	Iteration 36Q: 3 clusters Score -2834905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2834906.750000 Penalty: 3275.959473
	Iteration 37Q: 3 clusters Score -2834907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2834903.250000 Penalty: 3275.959473
	Iteration 38Q: 3 clusters Score -2834903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2834902.500000 Penalty: 3275.959473
	Iteration 39Q: 3 clusters Score -2834902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2834903.750000 Penalty: 3275.959473
	Iteration 40F: 3 clusters Score -2834904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2834903.500000 Penalty: 3275.959473
	Iteration 41Q: 3 clusters Score -2834904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2834905.000000 Penalty: 3275.959473
	Iteration 42Q: 3 clusters Score -2834905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2834907.000000 Penalty: 3275.959473
	Iteration 43Q: 3 clusters Score -2834907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2834908.250000 Penalty: 3275.959473
	Iteration 44Q: 3 clusters Score -2834908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2834908.000000 Penalty: 3275.959473
	Iteration 45Q: 3 clusters Score -2834908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2834901.750000 Penalty: 3275.959473
	Iteration 46Q: 3 clusters Score -2834902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2834905.250000 Penalty: 3275.959473
	Iteration 47Q: 3 clusters Score -2834905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2834905.250000 Penalty: 3275.959473
	Iteration 48F: 3 clusters Score -2834905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 99885 members 
Mstep: Class 3 contains 97813 members 
Mstep: Class 4 contains 70646 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 99224 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 13 contains 68974 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 13544 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 117862 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 10638 members 
Entering Unmasked Estep 
Score: -102100976.000000 Penalty: 48772.281250
Splitting cluster 9 changes total score from -102026288.000000 to -102100976.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -331954.531250 Penalty: 1307.512329
	Iteration 0F: 2 clusters Score -331954.5 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 1578 members 
Entering Unmasked Estep 
Score: -329387.718750 Penalty: 2615.024658
	Iteration 0F: 3 clusters Score -329387.7 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -331129.656250 Penalty: 2615.024658
	Iteration 1F: 3 clusters Score -331129.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -332606.562500 Penalty: 2615.024658
	Iteration 2F: 3 clusters Score -332606.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -333506.781250 Penalty: 2615.024658
	Iteration 3F: 3 clusters Score -333506.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -334024.187500 Penalty: 2615.024658
	Iteration 4F: 3 clusters Score -334024.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -334203.656250 Penalty: 2615.024658
	Iteration 5Q: 3 clusters Score -334203.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -334362.281250 Penalty: 2615.024658
	Iteration 6Q: 3 clusters Score -334362.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -334503.625000 Penalty: 2615.024658
	Iteration 7Q: 3 clusters Score -334503.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -334604.687500 Penalty: 2615.024658
	Iteration 8Q: 3 clusters Score -334604.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -334628.875000 Penalty: 2615.024658
	Iteration 9Q: 3 clusters Score -334628.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -334648.687500 Penalty: 2615.024658
	Iteration 10Q: 3 clusters Score -334648.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -334652.718750 Penalty: 2615.024658
	Iteration 11Q: 3 clusters Score -334652.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -334654.500000 Penalty: 2615.024658
	Iteration 12Q: 3 clusters Score -334654.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -334657.031250 Penalty: 2615.024658
	Iteration 13Q: 3 clusters Score -334657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -334657.031250 Penalty: 2615.024658
	Iteration 14F: 3 clusters Score -334657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 99885 members 
Mstep: Class 3 contains 97813 members 
Mstep: Class 4 contains 70646 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 99224 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 13 contains 68974 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 13544 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 117862 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 10638 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
Score: -102102752.000000 Penalty: 50989.203125
Splitting cluster 10 changes total score from -102026288.000000 to -102102752.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -445894.218750 Penalty: 1341.276367
	Iteration 0F: 2 clusters Score -445894.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -442650.937500 Penalty: 2682.552734
	Iteration 0F: 3 clusters Score -442650.9 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -443691.718750 Penalty: 2682.552734
	Iteration 1F: 3 clusters Score -443691.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -444117.031250 Penalty: 2682.552734
	Iteration 2F: 3 clusters Score -444117 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -444550.906250 Penalty: 2682.552734
	Iteration 3F: 3 clusters Score -444550.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -444881.656250 Penalty: 2682.552734
	Iteration 4F: 3 clusters Score -444881.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -445175.843750 Penalty: 2682.552734
	Iteration 5F: 3 clusters Score -445175.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -445440.781250 Penalty: 2682.552734
	Iteration 6F: 3 clusters Score -445440.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -445650.437500 Penalty: 2682.552734
	Iteration 7Q: 3 clusters Score -445650.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -445811.343750 Penalty: 2682.552734
	Iteration 8Q: 3 clusters Score -445811.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -445979.937500 Penalty: 2682.552734
	Iteration 9Q: 3 clusters Score -445979.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -446093.406250 Penalty: 2682.552734
	Iteration 10Q: 3 clusters Score -446093.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -446150.250000 Penalty: 2682.552734
	Iteration 11Q: 3 clusters Score -446150.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -446197.281250 Penalty: 2682.552734
	Iteration 12Q: 3 clusters Score -446197.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -446250.750000 Penalty: 2682.552734
	Iteration 13Q: 3 clusters Score -446250.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -446277.250000 Penalty: 2682.552734
	Iteration 14Q: 3 clusters Score -446277.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -446307.468750 Penalty: 2682.552734
	Iteration 15Q: 3 clusters Score -446307.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -446330.812500 Penalty: 2682.552734
	Iteration 16Q: 3 clusters Score -446330.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -446346.593750 Penalty: 2682.552734
	Iteration 17Q: 3 clusters Score -446346.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -446361.062500 Penalty: 2682.552734
	Iteration 18Q: 3 clusters Score -446361.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -446367.968750 Penalty: 2682.552734
	Iteration 19Q: 3 clusters Score -446368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -446374.156250 Penalty: 2682.552734
	Iteration 20F: 3 clusters Score -446374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -446376.250000 Penalty: 2682.552734
	Iteration 21Q: 3 clusters Score -446376.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -446381.187500 Penalty: 2682.552734
	Iteration 22Q: 3 clusters Score -446381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -446386.156250 Penalty: 2682.552734
	Iteration 23Q: 3 clusters Score -446386.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -446392.812500 Penalty: 2682.552734
	Iteration 24Q: 3 clusters Score -446392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -446396.062500 Penalty: 2682.552734
	Iteration 25Q: 3 clusters Score -446396.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -446396.906250 Penalty: 2682.552734
	Iteration 26Q: 3 clusters Score -446396.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -446396.906250 Penalty: 2682.552734
	Iteration 27F: 3 clusters Score -446396.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 99885 members 
Mstep: Class 3 contains 97813 members 
Mstep: Class 4 contains 70646 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 99224 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 13 contains 68974 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 13544 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 117862 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 10638 members 
Mstep: Class 23 contains 1689 members 
Mstep: Class 24 contains 1586 members 
Entering Unmasked Estep 
Score: -102102456.000000 Penalty: 53206.125000
Splitting cluster 11 changes total score from -102026288.000000 to -102102456.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (119762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119762 members 
Entering Unmasked Estep 
Score: -14744128.000000 Penalty: 1900.155151
	Iteration 0F: 2 clusters Score -1.474413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -14668740.000000 Penalty: 3800.310303
	Iteration 0F: 3 clusters Score -1.466874e+07 nChanged 57514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -14702479.000000 Penalty: 3800.310303
	Iteration 1F: 3 clusters Score -1.470248e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -14703289.000000 Penalty: 3800.310303
	Iteration 2Q: 3 clusters Score -1.470329e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -14704229.000000 Penalty: 3800.310303
	Iteration 3Q: 3 clusters Score -1.470423e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -14705384.000000 Penalty: 3800.310303
	Iteration 4Q: 3 clusters Score -1.470538e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -14706820.000000 Penalty: 3800.310303
	Iteration 5Q: 3 clusters Score -1.470682e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -14709007.000000 Penalty: 3800.310303
	Iteration 6Q: 3 clusters Score -1.470901e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -14712056.000000 Penalty: 3800.310303
	Iteration 7Q: 3 clusters Score -1.471206e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -14716337.000000 Penalty: 3800.310303
	Iteration 8F: 3 clusters Score -1.471634e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -14721807.000000 Penalty: 3800.310303
	Iteration 9F: 3 clusters Score -1.472181e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -14726895.000000 Penalty: 3800.310303
	Iteration 10F: 3 clusters Score -1.47269e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -14729906.000000 Penalty: 3800.310303
	Iteration 11Q: 3 clusters Score -1.472991e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 85446 members 
Entering Unmasked Estep 
Score: -14731280.000000 Penalty: 3800.310303
	Iteration 12Q: 3 clusters Score -1.473128e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -14732215.000000 Penalty: 3800.310303
	Iteration 13Q: 3 clusters Score -1.473222e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -14733130.000000 Penalty: 3800.310303
	Iteration 14Q: 3 clusters Score -1.473313e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -14733837.000000 Penalty: 3800.310303
	Iteration 15Q: 3 clusters Score -1.473384e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -14734616.000000 Penalty: 3800.310303
	Iteration 16Q: 3 clusters Score -1.473462e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 93355 members 
Entering Unmasked Estep 
Score: -14735193.000000 Penalty: 3800.310303
	Iteration 17Q: 3 clusters Score -1.473519e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -14735767.000000 Penalty: 3800.310303
	Iteration 18Q: 3 clusters Score -1.473577e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -14736234.000000 Penalty: 3800.310303
	Iteration 19Q: 3 clusters Score -1.473623e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -14736656.000000 Penalty: 3800.310303
	Iteration 20F: 3 clusters Score -1.473666e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -14737147.000000 Penalty: 3800.310303
	Iteration 21Q: 3 clusters Score -1.473715e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -14737575.000000 Penalty: 3800.310303
	Iteration 22Q: 3 clusters Score -1.473758e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
Score: -14737982.000000 Penalty: 3800.310303
	Iteration 23Q: 3 clusters Score -1.473798e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -14738406.000000 Penalty: 3800.310303
	Iteration 24Q: 3 clusters Score -1.473841e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -14738794.000000 Penalty: 3800.310303
	Iteration 25Q: 3 clusters Score -1.473879e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -14739214.000000 Penalty: 3800.310303
	Iteration 26Q: 3 clusters Score -1.473921e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -14739553.000000 Penalty: 3800.310303
	Iteration 27Q: 3 clusters Score -1.473955e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 106087 members 
Entering Unmasked Estep 
Score: -14739926.000000 Penalty: 3800.310303
	Iteration 28Q: 3 clusters Score -1.473993e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 107259 members 
Entering Unmasked Estep 
Score: -14740151.000000 Penalty: 3800.310303
	Iteration 29Q: 3 clusters Score -1.474015e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -14740424.000000 Penalty: 3800.310303
	Iteration 30Q: 3 clusters Score -1.474042e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 109311 members 
Entering Unmasked Estep 
Score: -14740621.000000 Penalty: 3800.310303
	Iteration 31Q: 3 clusters Score -1.474062e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 110194 members 
Entering Unmasked Estep 
Score: -14740680.000000 Penalty: 3800.310303
	Iteration 32Q: 3 clusters Score -1.474068e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 111040 members 
Entering Unmasked Estep 
Score: -14740939.000000 Penalty: 3800.310303
	Iteration 33Q: 3 clusters Score -1.474094e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 111843 members 
Entering Unmasked Estep 
Score: -14741194.000000 Penalty: 3800.310303
	Iteration 34Q: 3 clusters Score -1.474119e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -14741437.000000 Penalty: 3800.310303
	Iteration 35Q: 3 clusters Score -1.474144e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -14741650.000000 Penalty: 3800.310303
	Iteration 36Q: 3 clusters Score -1.474165e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 114006 members 
Entering Unmasked Estep 
Score: -14741785.000000 Penalty: 3800.310303
	Iteration 37Q: 3 clusters Score -1.474178e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 114588 members 
Entering Unmasked Estep 
Score: -14741840.000000 Penalty: 3800.310303
	Iteration 38Q: 3 clusters Score -1.474184e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 115118 members 
Entering Unmasked Estep 
Score: -14741926.000000 Penalty: 3800.310303
	Iteration 39Q: 3 clusters Score -1.474193e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 115593 members 
Entering Unmasked Estep 
Score: -14742107.000000 Penalty: 3800.310303
	Iteration 40F: 3 clusters Score -1.474211e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 116004 members 
Entering Unmasked Estep 
Score: -14742144.000000 Penalty: 3800.310303
	Iteration 41Q: 3 clusters Score -1.474214e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 116331 members 
Entering Unmasked Estep 
Score: -14742238.000000 Penalty: 3800.310303
	Iteration 42Q: 3 clusters Score -1.474224e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 116607 members 
Entering Unmasked Estep 
Score: -14742296.000000 Penalty: 3800.310303
	Iteration 43Q: 3 clusters Score -1.47423e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
Score: -14742347.000000 Penalty: 3800.310303
	Iteration 44Q: 3 clusters Score -1.474235e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 117045 members 
Entering Unmasked Estep 
Score: -14742426.000000 Penalty: 3800.310303
	Iteration 45Q: 3 clusters Score -1.474243e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -14742468.000000 Penalty: 3800.310303
	Iteration 46Q: 3 clusters Score -1.474247e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 117326 members 
Entering Unmasked Estep 
Score: -14742540.000000 Penalty: 3800.310303
	Iteration 47Q: 3 clusters Score -1.474254e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 117446 members 
Entering Unmasked Estep 
Score: -14742618.000000 Penalty: 3800.310303
	Iteration 48Q: 3 clusters Score -1.474262e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -14742637.000000 Penalty: 3800.310303
	Iteration 49Q: 3 clusters Score -1.474264e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 117628 members 
Entering Unmasked Estep 
Score: -14742644.000000 Penalty: 3800.310303
	Iteration 50Q: 3 clusters Score -1.474264e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 117700 members 
Entering Unmasked Estep 
Score: -14742662.000000 Penalty: 3800.310303
	Iteration 51Q: 3 clusters Score -1.474266e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 117779 members 
Entering Unmasked Estep 
Score: -14742697.000000 Penalty: 3800.310303
	Iteration 52Q: 3 clusters Score -1.47427e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 117843 members 
Entering Unmasked Estep 
Score: -14742693.000000 Penalty: 3800.310303
	Iteration 53Q: 3 clusters Score -1.474269e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 117880 members 
Entering Unmasked Estep 
Score: -14742691.000000 Penalty: 3800.310303
	Iteration 54Q: 3 clusters Score -1.474269e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -14742711.000000 Penalty: 3800.310303
	Iteration 55Q: 3 clusters Score -1.474271e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 117966 members 
Entering Unmasked Estep 
Score: -14742717.000000 Penalty: 3800.310303
	Iteration 56Q: 3 clusters Score -1.474272e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 117995 members 
Entering Unmasked Estep 
Score: -14742696.000000 Penalty: 3800.310303
	Iteration 57Q: 3 clusters Score -1.47427e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 118031 members 
Entering Unmasked Estep 
Score: -14742708.000000 Penalty: 3800.310303
	Iteration 58Q: 3 clusters Score -1.474271e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 118055 members 
Entering Unmasked Estep 
Score: -14742699.000000 Penalty: 3800.310303
	Iteration 59Q: 3 clusters Score -1.47427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 118080 members 
Entering Unmasked Estep 
Score: -14742694.000000 Penalty: 3800.310303
	Iteration 60F: 3 clusters Score -1.474269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 118107 members 
Entering Unmasked Estep 
Score: -14742698.000000 Penalty: 3800.310303
	Iteration 61Q: 3 clusters Score -1.47427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 118128 members 
Entering Unmasked Estep 
Score: -14742717.000000 Penalty: 3800.310303
	Iteration 62Q: 3 clusters Score -1.474272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 118151 members 
Entering Unmasked Estep 
Score: -14742733.000000 Penalty: 3800.310303
	Iteration 63Q: 3 clusters Score -1.474273e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 118180 members 
Entering Unmasked Estep 
Score: -14742743.000000 Penalty: 3800.310303
	Iteration 64Q: 3 clusters Score -1.474274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 118203 members 
Entering Unmasked Estep 
Score: -14742752.000000 Penalty: 3800.310303
	Iteration 65Q: 3 clusters Score -1.474275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 118226 members 
Entering Unmasked Estep 
Score: -14742761.000000 Penalty: 3800.310303
	Iteration 66Q: 3 clusters Score -1.474276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 118249 members 
Entering Unmasked Estep 
Score: -14742760.000000 Penalty: 3800.310303
	Iteration 67Q: 3 clusters Score -1.474276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -14742753.000000 Penalty: 3800.310303
	Iteration 68Q: 3 clusters Score -1.474275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 118292 members 
Entering Unmasked Estep 
Score: -14742752.000000 Penalty: 3800.310303
	Iteration 69Q: 3 clusters Score -1.474275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 118315 members 
Entering Unmasked Estep 
Score: -14742753.000000 Penalty: 3800.310303
	Iteration 70Q: 3 clusters Score -1.474275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 118332 members 
Entering Unmasked Estep 
Score: -14742738.000000 Penalty: 3800.310303
	Iteration 71Q: 3 clusters Score -1.474274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -14742760.000000 Penalty: 3800.310303
	Iteration 72Q: 3 clusters Score -1.474276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 118363 members 
Entering Unmasked Estep 
Score: -14742751.000000 Penalty: 3800.310303
	Iteration 73Q: 3 clusters Score -1.474275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 118377 members 
Entering Unmasked Estep 
Score: -14742757.000000 Penalty: 3800.310303
	Iteration 74Q: 3 clusters Score -1.474276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 118385 members 
Entering Unmasked Estep 
Score: -14742762.000000 Penalty: 3800.310303
	Iteration 75Q: 3 clusters Score -1.474276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 118392 members 
Entering Unmasked Estep 
Score: -14742763.000000 Penalty: 3800.310303
	Iteration 76Q: 3 clusters Score -1.474276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 118399 members 
Entering Unmasked Estep 
Score: -14742767.000000 Penalty: 3800.310303
	Iteration 77Q: 3 clusters Score -1.474277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 118404 members 
Entering Unmasked Estep 
Score: -14742768.000000 Penalty: 3800.310303
	Iteration 78Q: 3 clusters Score -1.474277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 118411 members 
Entering Unmasked Estep 
Score: -14742771.000000 Penalty: 3800.310303
	Iteration 79Q: 3 clusters Score -1.474277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 118416 members 
Entering Unmasked Estep 
Score: -14742765.000000 Penalty: 3800.310303
	Iteration 80F: 3 clusters Score -1.474276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -14742768.000000 Penalty: 3800.310303
	Iteration 81Q: 3 clusters Score -1.474277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 118422 members 
Entering Unmasked Estep 
Score: -14742770.000000 Penalty: 3800.310303
	Iteration 82Q: 3 clusters Score -1.474277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 118424 members 
Entering Unmasked Estep 
Score: -14742770.000000 Penalty: 3800.310303
	Iteration 83Q: 3 clusters Score -1.474277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 118426 members 
Entering Unmasked Estep 
Score: -14742779.000000 Penalty: 3800.310303
	Iteration 84Q: 3 clusters Score -1.474278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 118427 members 
Entering Unmasked Estep 
Score: -14742780.000000 Penalty: 3800.310303
	Iteration 85Q: 3 clusters Score -1.474278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 118427 members 
Entering Unmasked Estep 
Score: -14742780.000000 Penalty: 3800.310303
	Iteration 86F: 3 clusters Score -1.474278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Entering Unmasked Estep 
Score: -1363136.750000 Penalty: 1516.856812
	Iteration 0F: 2 clusters Score -1363137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1355132.625000 Penalty: 3033.713623
	Iteration 0F: 3 clusters Score -1355133 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1357898.000000 Penalty: 3033.713623
	Iteration 1F: 3 clusters Score -1357898 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1358294.750000 Penalty: 3033.713623
	Iteration 2F: 3 clusters Score -1358295 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1358670.750000 Penalty: 3033.713623
	Iteration 3F: 3 clusters Score -1358671 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1359089.500000 Penalty: 3033.713623
	Iteration 4F: 3 clusters Score -1359090 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1359528.375000 Penalty: 3033.713623
	Iteration 5F: 3 clusters Score -1359528 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1359894.625000 Penalty: 3033.713623
	Iteration 6F: 3 clusters Score -1359895 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1360244.625000 Penalty: 3033.713623
	Iteration 7Q: 3 clusters Score -1360245 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1360530.625000 Penalty: 3033.713623
	Iteration 8Q: 3 clusters Score -1360531 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1360798.750000 Penalty: 3033.713623
	Iteration 9Q: 3 clusters Score -1360799 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1361061.625000 Penalty: 3033.713623
	Iteration 10Q: 3 clusters Score -1361062 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1361293.375000 Penalty: 3033.713623
	Iteration 11Q: 3 clusters Score -1361293 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1361480.250000 Penalty: 3033.713623
	Iteration 12Q: 3 clusters Score -1361480 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1361667.250000 Penalty: 3033.713623
	Iteration 13Q: 3 clusters Score -1361667 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1361844.500000 Penalty: 3033.713623
	Iteration 14Q: 3 clusters Score -1361844 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1362019.500000 Penalty: 3033.713623
	Iteration 15Q: 3 clusters Score -1362020 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1362199.875000 Penalty: 3033.713623
	Iteration 16Q: 3 clusters Score -1362200 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1362371.250000 Penalty: 3033.713623
	Iteration 17Q: 3 clusters Score -1362371 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1362541.750000 Penalty: 3033.713623
	Iteration 18Q: 3 clusters Score -1362542 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1362707.375000 Penalty: 3033.713623
	Iteration 19Q: 3 clusters Score -1362707 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1362882.125000 Penalty: 3033.713623
	Iteration 20F: 3 clusters Score -1362882 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1363049.375000 Penalty: 3033.713623
	Iteration 21Q: 3 clusters Score -1363049 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1363212.125000 Penalty: 3033.713623
	Iteration 22Q: 3 clusters Score -1363212 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1363350.750000 Penalty: 3033.713623
	Iteration 23Q: 3 clusters Score -1363351 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1363442.750000 Penalty: 3033.713623
	Iteration 24Q: 3 clusters Score -1363443 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1363504.125000 Penalty: 3033.713623
	Iteration 25Q: 3 clusters Score -1363504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1363551.625000 Penalty: 3033.713623
	Iteration 26Q: 3 clusters Score -1363552 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1363586.000000 Penalty: 3033.713623
	Iteration 27Q: 3 clusters Score -1363586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1363605.875000 Penalty: 3033.713623
	Iteration 28Q: 3 clusters Score -1363606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1363625.125000 Penalty: 3033.713623
	Iteration 29Q: 3 clusters Score -1363625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1363640.750000 Penalty: 3033.713623
	Iteration 30Q: 3 clusters Score -1363641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1363647.875000 Penalty: 3033.713623
	Iteration 31Q: 3 clusters Score -1363648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1363651.625000 Penalty: 3033.713623
	Iteration 32Q: 3 clusters Score -1363652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1363652.500000 Penalty: 3033.713623
	Iteration 33Q: 3 clusters Score -1363652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1363659.625000 Penalty: 3033.713623
	Iteration 34Q: 3 clusters Score -1363660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1363664.875000 Penalty: 3033.713623
	Iteration 35Q: 3 clusters Score -1363665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1363666.375000 Penalty: 3033.713623
	Iteration 36Q: 3 clusters Score -1363666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1363672.125000 Penalty: 3033.713623
	Iteration 37Q: 3 clusters Score -1363672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1363670.875000 Penalty: 3033.713623
	Iteration 38Q: 3 clusters Score -1363671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1363675.750000 Penalty: 3033.713623
	Iteration 39Q: 3 clusters Score -1363676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1363683.250000 Penalty: 3033.713623
	Iteration 40F: 3 clusters Score -1363683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1363684.750000 Penalty: 3033.713623
	Iteration 41Q: 3 clusters Score -1363685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1363690.875000 Penalty: 3033.713623
	Iteration 42Q: 3 clusters Score -1363691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1363691.500000 Penalty: 3033.713623
	Iteration 43Q: 3 clusters Score -1363692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1363696.500000 Penalty: 3033.713623
	Iteration 44Q: 3 clusters Score -1363696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1363699.500000 Penalty: 3033.713623
	Iteration 45Q: 3 clusters Score -1363700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1363701.750000 Penalty: 3033.713623
	Iteration 46Q: 3 clusters Score -1363702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1363700.000000 Penalty: 3033.713623
	Iteration 47Q: 3 clusters Score -1363700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1363702.625000 Penalty: 3033.713623
	Iteration 48Q: 3 clusters Score -1363703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1363702.500000 Penalty: 3033.713623
	Iteration 49Q: 3 clusters Score -1363702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1363704.500000 Penalty: 3033.713623
	Iteration 50Q: 3 clusters Score -1363704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1363708.250000 Penalty: 3033.713623
	Iteration 51Q: 3 clusters Score -1363708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1363707.875000 Penalty: 3033.713623
	Iteration 52Q: 3 clusters Score -1363708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1363706.625000 Penalty: 3033.713623
	Iteration 53Q: 3 clusters Score -1363707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1363712.750000 Penalty: 3033.713623
	Iteration 54Q: 3 clusters Score -1363713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1363714.250000 Penalty: 3033.713623
	Iteration 55Q: 3 clusters Score -1363714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1363713.625000 Penalty: 3033.713623
	Iteration 56Q: 3 clusters Score -1363714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1363713.125000 Penalty: 3033.713623
	Iteration 57Q: 3 clusters Score -1363713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1363713.125000 Penalty: 3033.713623
	Iteration 58Q: 3 clusters Score -1363713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1363716.875000 Penalty: 3033.713623
	Iteration 59Q: 3 clusters Score -1363717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1363716.625000 Penalty: 3033.713623
	Iteration 60F: 3 clusters Score -1363717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 99885 members 
Mstep: Class 3 contains 97813 members 
Mstep: Class 4 contains 70646 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 99224 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 13 contains 68974 members 
Mstep: Class 14 contains 7076 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 13544 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 117862 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 10638 members 
Mstep: Class 23 contains 1689 members 
Mstep: Class 24 contains 1586 members 
Mstep: Class 25 contains 4246 members 
Entering Unmasked Estep 
Score: -102102224.000000 Penalty: 55423.046875
Splitting cluster 14 changes total score from -102026288.000000 to -102102224.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (4260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Entering Unmasked Estep 
Score: -474747.000000 Penalty: 1358.016479
	Iteration 0F: 2 clusters Score -474747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -471242.000000 Penalty: 2716.032959
	Iteration 0F: 3 clusters Score -471242 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -472432.156250 Penalty: 2716.032959
	Iteration 1F: 3 clusters Score -472432.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -472946.906250 Penalty: 2716.032959
	Iteration 2F: 3 clusters Score -472946.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -473532.187500 Penalty: 2716.032959
	Iteration 3F: 3 clusters Score -473532.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -474291.468750 Penalty: 2716.032959
	Iteration 4F: 3 clusters Score -474291.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -474803.656250 Penalty: 2716.032959
	Iteration 5F: 3 clusters Score -474803.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -475085.781250 Penalty: 2716.032959
	Iteration 6F: 3 clusters Score -475085.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -475268.031250 Penalty: 2716.032959
	Iteration 7Q: 3 clusters Score -475268 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -475443.968750 Penalty: 2716.032959
	Iteration 8Q: 3 clusters Score -475444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -475604.281250 Penalty: 2716.032959
	Iteration 9Q: 3 clusters Score -475604.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -475763.593750 Penalty: 2716.032959
	Iteration 10Q: 3 clusters Score -475763.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -475980.062500 Penalty: 2716.032959
	Iteration 11Q: 3 clusters Score -475980.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -476158.968750 Penalty: 2716.032959
	Iteration 12Q: 3 clusters Score -476159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -476203.937500 Penalty: 2716.032959
	Iteration 13Q: 3 clusters Score -476203.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -476221.562500 Penalty: 2716.032959
	Iteration 14Q: 3 clusters Score -476221.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -476229.843750 Penalty: 2716.032959
	Iteration 15Q: 3 clusters Score -476229.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -476234.906250 Penalty: 2716.032959
	Iteration 16Q: 3 clusters Score -476234.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -476238.687500 Penalty: 2716.032959
	Iteration 17Q: 3 clusters Score -476238.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -476242.812500 Penalty: 2716.032959
	Iteration 18Q: 3 clusters Score -476242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -476246.875000 Penalty: 2716.032959
	Iteration 19Q: 3 clusters Score -476246.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -476254.750000 Penalty: 2716.032959
	Iteration 20F: 3 clusters Score -476254.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -476260.250000 Penalty: 2716.032959
	Iteration 21Q: 3 clusters Score -476260.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -476264.812500 Penalty: 2716.032959
	Iteration 22Q: 3 clusters Score -476264.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -476267.062500 Penalty: 2716.032959
	Iteration 23Q: 3 clusters Score -476267.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -476270.875000 Penalty: 2716.032959
	Iteration 24Q: 3 clusters Score -476270.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -476275.500000 Penalty: 2716.032959
	Iteration 25Q: 3 clusters Score -476275.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -476279.468750 Penalty: 2716.032959
	Iteration 26Q: 3 clusters Score -476279.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -476280.125000 Penalty: 2716.032959
	Iteration 27Q: 3 clusters Score -476280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -476281.281250 Penalty: 2716.032959
	Iteration 28Q: 3 clusters Score -476281.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -476280.625000 Penalty: 2716.032959
	Iteration 29Q: 3 clusters Score -476280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -476281.312500 Penalty: 2716.032959
	Iteration 30Q: 3 clusters Score -476281.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -476282.437500 Penalty: 2716.032959
	Iteration 31Q: 3 clusters Score -476282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -476283.906250 Penalty: 2716.032959
	Iteration 32Q: 3 clusters Score -476283.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -476285.718750 Penalty: 2716.032959
	Iteration 33Q: 3 clusters Score -476285.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -476286.625000 Penalty: 2716.032959
	Iteration 34Q: 3 clusters Score -476286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -476287.062500 Penalty: 2716.032959
	Iteration 35Q: 3 clusters Score -476287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -476287.687500 Penalty: 2716.032959
	Iteration 36Q: 3 clusters Score -476287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -476287.687500 Penalty: 2716.032959
	Iteration 37F: 3 clusters Score -476287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 99885 members 
Mstep: Class 3 contains 97813 members 
Mstep: Class 4 contains 70646 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 99224 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 13 contains 68974 members 
Mstep: Class 14 contains 7076 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 13544 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 117862 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 10638 members 
Mstep: Class 23 contains 1689 members 
Mstep: Class 24 contains 1586 members 
Mstep: Class 25 contains 4246 members 
Mstep: Class 26 contains 1534 members 
Entering Unmasked Estep 
Score: -102102920.000000 Penalty: 57639.968750
Splitting cluster 15 changes total score from -102026288.000000 to -102102920.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -76115.156250 Penalty: 1142.801392
	Iteration 0F: 2 clusters Score -76115.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -75179.093750 Penalty: 2285.602783
	Iteration 0F: 3 clusters Score -75179.09 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -77949.679688 Penalty: 2285.602783
	Iteration 1F: 3 clusters Score -77949.68 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -79607.640625 Penalty: 2285.602783
	Iteration 2F: 3 clusters Score -79607.64 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -80557.625000 Penalty: 2285.602783
	Iteration 3F: 3 clusters Score -80557.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -81051.218750 Penalty: 2285.602783
	Iteration 4F: 3 clusters Score -81051.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -81311.210938 Penalty: 2285.602783
	Iteration 5Q: 3 clusters Score -81311.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -81449.421875 Penalty: 2285.602783
	Iteration 6Q: 3 clusters Score -81449.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -81548.070312 Penalty: 2285.602783
	Iteration 7Q: 3 clusters Score -81548.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -81606.218750 Penalty: 2285.602783
	Iteration 8Q: 3 clusters Score -81606.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -81684.789062 Penalty: 2285.602783
	Iteration 9Q: 3 clusters Score -81684.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -81800.867188 Penalty: 2285.602783
	Iteration 10Q: 3 clusters Score -81800.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -81945.515625 Penalty: 2285.602783
	Iteration 11Q: 3 clusters Score -81945.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -82132.265625 Penalty: 2285.602783
	Iteration 12Q: 3 clusters Score -82132.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -82195.148438 Penalty: 2285.602783
	Iteration 13Q: 3 clusters Score -82195.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -82246.492188 Penalty: 2285.602783
	Iteration 14Q: 3 clusters Score -82246.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -82267.664062 Penalty: 2285.602783
	Iteration 15Q: 3 clusters Score -82267.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -82277.617188 Penalty: 2285.602783
	Iteration 16Q: 3 clusters Score -82277.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -82299.929688 Penalty: 2285.602783
	Iteration 17F: 3 clusters Score -82299.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82374.203125 Penalty: 2285.602783
	Iteration 18Q: 3 clusters Score -82374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -82409.945312 Penalty: 2285.602783
	Iteration 19Q: 3 clusters Score -82409.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82473.968750 Penalty: 2285.602783
	Iteration 20F: 3 clusters Score -82473.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -82644.328125 Penalty: 2285.602783
	Iteration 21Q: 3 clusters Score -82644.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -82745.445312 Penalty: 2285.602783
	Iteration 22Q: 3 clusters Score -82745.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -82759.773438 Penalty: 2285.602783
	Iteration 23Q: 3 clusters Score -82759.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -82767.203125 Penalty: 2285.602783
	Iteration 24Q: 3 clusters Score -82767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -82770.937500 Penalty: 2285.602783
	Iteration 25Q: 3 clusters Score -82770.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -82771.203125 Penalty: 2285.602783
	Iteration 26F: 3 clusters Score -82771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -82796.953125 Penalty: 2285.602783
	Iteration 27Q: 3 clusters Score -82796.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -82803.257812 Penalty: 2285.602783
	Iteration 28Q: 3 clusters Score -82803.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -82803.257812 Penalty: 2285.602783
	Iteration 29F: 3 clusters Score -82803.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 99885 members 
Mstep: Class 3 contains 97813 members 
Mstep: Class 4 contains 70646 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 99224 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 13 contains 68974 members 
Mstep: Class 14 contains 7076 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 13544 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 117862 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 10638 members 
Mstep: Class 23 contains 1689 members 
Mstep: Class 24 contains 1586 members 
Mstep: Class 25 contains 4246 members 
Mstep: Class 26 contains 1534 members 
Mstep: Class 27 contains 569 members 
Entering Unmasked Estep 
Score: -102108528.000000 Penalty: 59856.890625
Splitting cluster 16 changes total score from -102026288.000000 to -102108528.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -603433.000000 Penalty: 1379.996460
	Iteration 0F: 2 clusters Score -603433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -599544.187500 Penalty: 2759.992920
	Iteration 0F: 3 clusters Score -599544.2 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -600662.687500 Penalty: 2759.992920
	Iteration 1F: 3 clusters Score -600662.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -600860.625000 Penalty: 2759.992920
	Iteration 2F: 3 clusters Score -600860.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -601021.125000 Penalty: 2759.992920
	Iteration 3F: 3 clusters Score -601021.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -601147.312500 Penalty: 2759.992920
	Iteration 4Q: 3 clusters Score -601147.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -601245.750000 Penalty: 2759.992920
	Iteration 5Q: 3 clusters Score -601245.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -601328.375000 Penalty: 2759.992920
	Iteration 6Q: 3 clusters Score -601328.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -601418.125000 Penalty: 2759.992920
	Iteration 7Q: 3 clusters Score -601418.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -601515.375000 Penalty: 2759.992920
	Iteration 8Q: 3 clusters Score -601515.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -601615.750000 Penalty: 2759.992920
	Iteration 9Q: 3 clusters Score -601615.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -601732.687500 Penalty: 2759.992920
	Iteration 10Q: 3 clusters Score -601732.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -601844.625000 Penalty: 2759.992920
	Iteration 11Q: 3 clusters Score -601844.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -601938.687500 Penalty: 2759.992920
	Iteration 12Q: 3 clusters Score -601938.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -602010.437500 Penalty: 2759.992920
	Iteration 13Q: 3 clusters Score -602010.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -602063.625000 Penalty: 2759.992920
	Iteration 14Q: 3 clusters Score -602063.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -602109.312500 Penalty: 2759.992920
	Iteration 15Q: 3 clusters Score -602109.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -602135.750000 Penalty: 2759.992920
	Iteration 16Q: 3 clusters Score -602135.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -602164.500000 Penalty: 2759.992920
	Iteration 17Q: 3 clusters Score -602164.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -602176.500000 Penalty: 2759.992920
	Iteration 18Q: 3 clusters Score -602176.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -602184.687500 Penalty: 2759.992920
	Iteration 19Q: 3 clusters Score -602184.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -602193.375000 Penalty: 2759.992920
	Iteration 20F: 3 clusters Score -602193.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -602200.937500 Penalty: 2759.992920
	Iteration 21Q: 3 clusters Score -602200.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -602210.125000 Penalty: 2759.992920
	Iteration 22Q: 3 clusters Score -602210.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -602217.062500 Penalty: 2759.992920
	Iteration 23Q: 3 clusters Score -602217.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -602220.000000 Penalty: 2759.992920
	Iteration 24Q: 3 clusters Score -602220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -602221.812500 Penalty: 2759.992920
	Iteration 25Q: 3 clusters Score -602221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -602223.375000 Penalty: 2759.992920
	Iteration 26Q: 3 clusters Score -602223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -602223.812500 Penalty: 2759.992920
	Iteration 27Q: 3 clusters Score -602223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -602224.312500 Penalty: 2759.992920
	Iteration 28Q: 3 clusters Score -602224.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -602224.312500 Penalty: 2759.992920
	Iteration 29F: 3 clusters Score -602224.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Entering Unmasked Estep 
Score: -1610351.750000 Penalty: 1545.976074
	Iteration 0F: 2 clusters Score -1610352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1600933.375000 Penalty: 3091.952148
	Iteration 0F: 3 clusters Score -1600933 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1604405.750000 Penalty: 3091.952148
	Iteration 1F: 3 clusters Score -1604406 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1605384.875000 Penalty: 3091.952148
	Iteration 2F: 3 clusters Score -1605385 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1606873.125000 Penalty: 3091.952148
	Iteration 3F: 3 clusters Score -1606873 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1608348.125000 Penalty: 3091.952148
	Iteration 4F: 3 clusters Score -1608348 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1609265.375000 Penalty: 3091.952148
	Iteration 5F: 3 clusters Score -1609265 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1609640.750000 Penalty: 3091.952148
	Iteration 6Q: 3 clusters Score -1609641 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1609807.500000 Penalty: 3091.952148
	Iteration 7Q: 3 clusters Score -1609808 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1609901.000000 Penalty: 3091.952148
	Iteration 8Q: 3 clusters Score -1609901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1609954.625000 Penalty: 3091.952148
	Iteration 9Q: 3 clusters Score -1609955 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1609997.000000 Penalty: 3091.952148
	Iteration 10Q: 3 clusters Score -1609997 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1610032.875000 Penalty: 3091.952148
	Iteration 11Q: 3 clusters Score -1610033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1610056.250000 Penalty: 3091.952148
	Iteration 12Q: 3 clusters Score -1610056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1610090.500000 Penalty: 3091.952148
	Iteration 13Q: 3 clusters Score -1610090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1610130.125000 Penalty: 3091.952148
	Iteration 14Q: 3 clusters Score -1610130 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1610179.375000 Penalty: 3091.952148
	Iteration 15Q: 3 clusters Score -1610179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1610222.625000 Penalty: 3091.952148
	Iteration 16Q: 3 clusters Score -1610223 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1610248.750000 Penalty: 3091.952148
	Iteration 17Q: 3 clusters Score -1610249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1610275.125000 Penalty: 3091.952148
	Iteration 18Q: 3 clusters Score -1610275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1610295.875000 Penalty: 3091.952148
	Iteration 19Q: 3 clusters Score -1610296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1610312.000000 Penalty: 3091.952148
	Iteration 20F: 3 clusters Score -1610312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1610318.375000 Penalty: 3091.952148
	Iteration 21Q: 3 clusters Score -1610318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1610317.375000 Penalty: 3091.952148
	Iteration 22Q: 3 clusters Score -1610317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1610321.750000 Penalty: 3091.952148
	Iteration 23Q: 3 clusters Score -1610322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1610331.750000 Penalty: 3091.952148
	Iteration 24Q: 3 clusters Score -1610332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1610333.250000 Penalty: 3091.952148
	Iteration 25Q: 3 clusters Score -1610333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1610334.375000 Penalty: 3091.952148
	Iteration 26Q: 3 clusters Score -1610334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1610335.125000 Penalty: 3091.952148
	Iteration 27Q: 3 clusters Score -1610335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1610338.625000 Penalty: 3091.952148
	Iteration 28Q: 3 clusters Score -1610339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1610339.500000 Penalty: 3091.952148
	Iteration 29Q: 3 clusters Score -1610340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1610341.250000 Penalty: 3091.952148
	Iteration 30Q: 3 clusters Score -1610341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1610345.500000 Penalty: 3091.952148
	Iteration 31Q: 3 clusters Score -1610346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1610347.250000 Penalty: 3091.952148
	Iteration 32Q: 3 clusters Score -1610347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1610348.625000 Penalty: 3091.952148
	Iteration 33Q: 3 clusters Score -1610349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1610350.500000 Penalty: 3091.952148
	Iteration 34Q: 3 clusters Score -1610350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1610351.000000 Penalty: 3091.952148
	Iteration 35Q: 3 clusters Score -1610351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1610353.125000 Penalty: 3091.952148
	Iteration 36Q: 3 clusters Score -1610353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1610353.125000 Penalty: 3091.952148
	Iteration 37F: 3 clusters Score -1610353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 99885 members 
Mstep: Class 3 contains 97813 members 
Mstep: Class 4 contains 70646 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 99224 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 13 contains 68974 members 
Mstep: Class 14 contains 7076 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 117862 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 10638 members 
Mstep: Class 23 contains 1689 members 
Mstep: Class 24 contains 1586 members 
Mstep: Class 25 contains 4246 members 
Mstep: Class 26 contains 1534 members 
Mstep: Class 27 contains 569 members 
Mstep: Class 28 contains 1678 members 
Entering Unmasked Estep 
Score: -102107736.000000 Penalty: 62073.812500
Splitting cluster 18 changes total score from -102026288.000000 to -102107736.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (38212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Entering Unmasked Estep 
Score: -4838486.500000 Penalty: 1714.522095
	Iteration 0F: 2 clusters Score -4838486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4812634.500000 Penalty: 3429.044189
	Iteration 0F: 3 clusters Score -4812634 nChanged 17800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4822744.500000 Penalty: 3429.044189
	Iteration 1F: 3 clusters Score -4822744 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4823269.500000 Penalty: 3429.044189
	Iteration 2Q: 3 clusters Score -4823270 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4823804.500000 Penalty: 3429.044189
	Iteration 3Q: 3 clusters Score -4823804 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4824433.000000 Penalty: 3429.044189
	Iteration 4Q: 3 clusters Score -4824433 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4825216.000000 Penalty: 3429.044189
	Iteration 5Q: 3 clusters Score -4825216 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4826264.500000 Penalty: 3429.044189
	Iteration 6Q: 3 clusters Score -4826264 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4827703.000000 Penalty: 3429.044189
	Iteration 7F: 3 clusters Score -4827703 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -4829676.500000 Penalty: 3429.044189
	Iteration 8F: 3 clusters Score -4829676 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4831497.000000 Penalty: 3429.044189
	Iteration 9F: 3 clusters Score -4831497 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -4832484.500000 Penalty: 3429.044189
	Iteration 10Q: 3 clusters Score -4832484 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -4832859.500000 Penalty: 3429.044189
	Iteration 11Q: 3 clusters Score -4832860 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -4833056.500000 Penalty: 3429.044189
	Iteration 12Q: 3 clusters Score -4833056 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -4833184.000000 Penalty: 3429.044189
	Iteration 13Q: 3 clusters Score -4833184 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -4833259.000000 Penalty: 3429.044189
	Iteration 14Q: 3 clusters Score -4833259 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -4833338.500000 Penalty: 3429.044189
	Iteration 15Q: 3 clusters Score -4833338 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -4833421.500000 Penalty: 3429.044189
	Iteration 16Q: 3 clusters Score -4833422 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -4833495.500000 Penalty: 3429.044189
	Iteration 17Q: 3 clusters Score -4833496 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -4833557.000000 Penalty: 3429.044189
	Iteration 18Q: 3 clusters Score -4833557 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4833586.500000 Penalty: 3429.044189
	Iteration 19Q: 3 clusters Score -4833586 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4833657.000000 Penalty: 3429.044189
	Iteration 20F: 3 clusters Score -4833657 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -4833724.000000 Penalty: 3429.044189
	Iteration 21Q: 3 clusters Score -4833724 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -4833776.500000 Penalty: 3429.044189
	Iteration 22Q: 3 clusters Score -4833776 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -4833852.500000 Penalty: 3429.044189
	Iteration 23Q: 3 clusters Score -4833852 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -4833905.500000 Penalty: 3429.044189
	Iteration 24Q: 3 clusters Score -4833906 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4833978.000000 Penalty: 3429.044189
	Iteration 25Q: 3 clusters Score -4833978 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -4834061.000000 Penalty: 3429.044189
	Iteration 26Q: 3 clusters Score -4834061 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -4834114.500000 Penalty: 3429.044189
	Iteration 27Q: 3 clusters Score -4834114 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4834152.000000 Penalty: 3429.044189
	Iteration 28Q: 3 clusters Score -4834152 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -4834205.000000 Penalty: 3429.044189
	Iteration 29Q: 3 clusters Score -4834205 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4834250.000000 Penalty: 3429.044189
	Iteration 30Q: 3 clusters Score -4834250 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -4834295.500000 Penalty: 3429.044189
	Iteration 31Q: 3 clusters Score -4834296 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -4834346.000000 Penalty: 3429.044189
	Iteration 32Q: 3 clusters Score -4834346 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -4834398.000000 Penalty: 3429.044189
	Iteration 33Q: 3 clusters Score -4834398 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -4834434.000000 Penalty: 3429.044189
	Iteration 34Q: 3 clusters Score -4834434 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4834489.500000 Penalty: 3429.044189
	Iteration 35Q: 3 clusters Score -4834490 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4834545.000000 Penalty: 3429.044189
	Iteration 36Q: 3 clusters Score -4834545 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4834618.500000 Penalty: 3429.044189
	Iteration 37Q: 3 clusters Score -4834618 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -4834671.500000 Penalty: 3429.044189
	Iteration 38Q: 3 clusters Score -4834672 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4834716.500000 Penalty: 3429.044189
	Iteration 39Q: 3 clusters Score -4834716 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4834787.500000 Penalty: 3429.044189
	Iteration 40F: 3 clusters Score -4834788 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -4834848.000000 Penalty: 3429.044189
	Iteration 41Q: 3 clusters Score -4834848 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -4834903.500000 Penalty: 3429.044189
	Iteration 42Q: 3 clusters Score -4834904 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -4834957.000000 Penalty: 3429.044189
	Iteration 43Q: 3 clusters Score -4834957 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4835031.000000 Penalty: 3429.044189
	Iteration 44Q: 3 clusters Score -4835031 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4835108.000000 Penalty: 3429.044189
	Iteration 45Q: 3 clusters Score -4835108 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4835176.500000 Penalty: 3429.044189
	Iteration 46Q: 3 clusters Score -4835176 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4835253.000000 Penalty: 3429.044189
	Iteration 47Q: 3 clusters Score -4835253 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4835313.500000 Penalty: 3429.044189
	Iteration 48Q: 3 clusters Score -4835314 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4835344.500000 Penalty: 3429.044189
	Iteration 49Q: 3 clusters Score -4835344 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -4835422.500000 Penalty: 3429.044189
	Iteration 50Q: 3 clusters Score -4835422 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4835485.500000 Penalty: 3429.044189
	Iteration 51Q: 3 clusters Score -4835486 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4835532.000000 Penalty: 3429.044189
	Iteration 52Q: 3 clusters Score -4835532 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4835612.000000 Penalty: 3429.044189
	Iteration 53Q: 3 clusters Score -4835612 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4835680.000000 Penalty: 3429.044189
	Iteration 54Q: 3 clusters Score -4835680 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -4835766.500000 Penalty: 3429.044189
	Iteration 55Q: 3 clusters Score -4835766 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4835825.000000 Penalty: 3429.044189
	Iteration 56Q: 3 clusters Score -4835825 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -4835885.500000 Penalty: 3429.044189
	Iteration 57Q: 3 clusters Score -4835886 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -4835939.000000 Penalty: 3429.044189
	Iteration 58Q: 3 clusters Score -4835939 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4836006.000000 Penalty: 3429.044189
	Iteration 59Q: 3 clusters Score -4836006 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4836077.500000 Penalty: 3429.044189
	Iteration 60F: 3 clusters Score -4836078 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4836139.000000 Penalty: 3429.044189
	Iteration 61Q: 3 clusters Score -4836139 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -4836207.000000 Penalty: 3429.044189
	Iteration 62Q: 3 clusters Score -4836207 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4836293.000000 Penalty: 3429.044189
	Iteration 63Q: 3 clusters Score -4836293 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4836374.000000 Penalty: 3429.044189
	Iteration 64Q: 3 clusters Score -4836374 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -4836472.000000 Penalty: 3429.044189
	Iteration 65Q: 3 clusters Score -4836472 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -4836552.000000 Penalty: 3429.044189
	Iteration 66Q: 3 clusters Score -4836552 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4836630.000000 Penalty: 3429.044189
	Iteration 67Q: 3 clusters Score -4836630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -4836715.500000 Penalty: 3429.044189
	Iteration 68Q: 3 clusters Score -4836716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -4836783.000000 Penalty: 3429.044189
	Iteration 69Q: 3 clusters Score -4836783 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -4836840.000000 Penalty: 3429.044189
	Iteration 70Q: 3 clusters Score -4836840 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -4836866.000000 Penalty: 3429.044189
	Iteration 71Q: 3 clusters Score -4836866 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4836893.000000 Penalty: 3429.044189
	Iteration 72Q: 3 clusters Score -4836893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4836927.000000 Penalty: 3429.044189
	Iteration 73Q: 3 clusters Score -4836927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -4836941.000000 Penalty: 3429.044189
	Iteration 74Q: 3 clusters Score -4836941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -4836960.000000 Penalty: 3429.044189
	Iteration 75Q: 3 clusters Score -4836960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -4836976.000000 Penalty: 3429.044189
	Iteration 76Q: 3 clusters Score -4836976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -4836990.500000 Penalty: 3429.044189
	Iteration 77Q: 3 clusters Score -4836990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -4837001.000000 Penalty: 3429.044189
	Iteration 78Q: 3 clusters Score -4837001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -4837015.500000 Penalty: 3429.044189
	Iteration 79Q: 3 clusters Score -4837016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4837022.500000 Penalty: 3429.044189
	Iteration 80F: 3 clusters Score -4837022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -4837030.000000 Penalty: 3429.044189
	Iteration 81Q: 3 clusters Score -4837030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -4837033.500000 Penalty: 3429.044189
	Iteration 82Q: 3 clusters Score -4837034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4837036.000000 Penalty: 3429.044189
	Iteration 83Q: 3 clusters Score -4837036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -4837037.000000 Penalty: 3429.044189
	Iteration 84Q: 3 clusters Score -4837037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -4837033.500000 Penalty: 3429.044189
	Iteration 85Q: 3 clusters Score -4837034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -4837036.000000 Penalty: 3429.044189
	Iteration 86Q: 3 clusters Score -4837036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -4837038.500000 Penalty: 3429.044189
	Iteration 87Q: 3 clusters Score -4837038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -4837037.500000 Penalty: 3429.044189
	Iteration 88Q: 3 clusters Score -4837038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -4837036.500000 Penalty: 3429.044189
	Iteration 89Q: 3 clusters Score -4837036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4837038.500000 Penalty: 3429.044189
	Iteration 90Q: 3 clusters Score -4837038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4837038.500000 Penalty: 3429.044189
	Iteration 91F: 3 clusters Score -4837038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (117862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117862 members 
Entering Unmasked Estep 
Score: -14567772.000000 Penalty: 1897.556396
	Iteration 0F: 2 clusters Score -1.456777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -14496478.000000 Penalty: 3795.112793
	Iteration 0F: 3 clusters Score -1.449648e+07 nChanged 56776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -14529974.000000 Penalty: 3795.112793
	Iteration 1F: 3 clusters Score -1.452997e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -14531474.000000 Penalty: 3795.112793
	Iteration 2Q: 3 clusters Score -1.453147e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -14533817.000000 Penalty: 3795.112793
	Iteration 3Q: 3 clusters Score -1.453382e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -14537929.000000 Penalty: 3795.112793
	Iteration 4F: 3 clusters Score -1.453793e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -14544659.000000 Penalty: 3795.112793
	Iteration 5F: 3 clusters Score -1.454466e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -14552197.000000 Penalty: 3795.112793
	Iteration 6F: 3 clusters Score -1.45522e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91179 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -14558899.000000 Penalty: 3795.112793
	Iteration 7F: 3 clusters Score -1.45589e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -14562834.000000 Penalty: 3795.112793
	Iteration 8F: 3 clusters Score -1.456283e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -14563495.000000 Penalty: 3795.112793
	Iteration 9Q: 3 clusters Score -1.45635e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103823 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -14563969.000000 Penalty: 3795.112793
	Iteration 10Q: 3 clusters Score -1.456397e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -14564679.000000 Penalty: 3795.112793
	Iteration 11Q: 3 clusters Score -1.456468e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108844 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -14565538.000000 Penalty: 3795.112793
	Iteration 12Q: 3 clusters Score -1.456554e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -14566150.000000 Penalty: 3795.112793
	Iteration 13Q: 3 clusters Score -1.456615e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -14566492.000000 Penalty: 3795.112793
	Iteration 14Q: 3 clusters Score -1.456649e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113243 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -14566882.000000 Penalty: 3795.112793
	Iteration 15Q: 3 clusters Score -1.456688e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -14567028.000000 Penalty: 3795.112793
	Iteration 16Q: 3 clusters Score -1.456703e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114740 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -14567160.000000 Penalty: 3795.112793
	Iteration 17Q: 3 clusters Score -1.456716e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -14567088.000000 Penalty: 3795.112793
	Iteration 18Q: 3 clusters Score -1.456709e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115617 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -14567049.000000 Penalty: 3795.112793
	Iteration 19Q: 3 clusters Score -1.456705e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115928 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -14567015.000000 Penalty: 3795.112793
	Iteration 20F: 3 clusters Score -1.456702e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116171 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -14566952.000000 Penalty: 3795.112793
	Iteration 21Q: 3 clusters Score -1.456695e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116370 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -14566946.000000 Penalty: 3795.112793
	Iteration 22Q: 3 clusters Score -1.456695e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116547 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14566914.000000 Penalty: 3795.112793
	Iteration 23Q: 3 clusters Score -1.456691e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116666 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -14566949.000000 Penalty: 3795.112793
	Iteration 24Q: 3 clusters Score -1.456695e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116763 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -14566974.000000 Penalty: 3795.112793
	Iteration 25Q: 3 clusters Score -1.456697e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116838 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -14566942.000000 Penalty: 3795.112793
	Iteration 26Q: 3 clusters Score -1.456694e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -14566930.000000 Penalty: 3795.112793
	Iteration 27Q: 3 clusters Score -1.456693e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -14566919.000000 Penalty: 3795.112793
	Iteration 28Q: 3 clusters Score -1.456692e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116967 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -14566953.000000 Penalty: 3795.112793
	Iteration 29Q: 3 clusters Score -1.456695e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117004 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14566940.000000 Penalty: 3795.112793
	Iteration 30Q: 3 clusters Score -1.456694e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117031 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14566946.000000 Penalty: 3795.112793
	Iteration 31Q: 3 clusters Score -1.456695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -14566932.000000 Penalty: 3795.112793
	Iteration 32Q: 3 clusters Score -1.456693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117063 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -14566926.000000 Penalty: 3795.112793
	Iteration 33Q: 3 clusters Score -1.456693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117081 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14566904.000000 Penalty: 3795.112793
	Iteration 34Q: 3 clusters Score -1.45669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117093 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -14566916.000000 Penalty: 3795.112793
	Iteration 35Q: 3 clusters Score -1.456692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117099 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14566899.000000 Penalty: 3795.112793
	Iteration 36Q: 3 clusters Score -1.45669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117104 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -14566900.000000 Penalty: 3795.112793
	Iteration 37Q: 3 clusters Score -1.45669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117108 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -14566893.000000 Penalty: 3795.112793
	Iteration 38Q: 3 clusters Score -1.456689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117112 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -14566891.000000 Penalty: 3795.112793
	Iteration 39Q: 3 clusters Score -1.456689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117115 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -14566888.000000 Penalty: 3795.112793
	Iteration 40F: 3 clusters Score -1.456689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -14566885.000000 Penalty: 3795.112793
	Iteration 41Q: 3 clusters Score -1.456688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117119 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -14566889.000000 Penalty: 3795.112793
	Iteration 42Q: 3 clusters Score -1.456689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117121 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -14566887.000000 Penalty: 3795.112793
	Iteration 43Q: 3 clusters Score -1.456689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117122 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -14566884.000000 Penalty: 3795.112793
	Iteration 44Q: 3 clusters Score -1.456688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117123 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14566894.000000 Penalty: 3795.112793
	Iteration 45Q: 3 clusters Score -1.456689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14566872.000000 Penalty: 3795.112793
	Iteration 46Q: 3 clusters Score -1.456687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14566872.000000 Penalty: 3795.112793
	Iteration 47F: 3 clusters Score -1.456687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 99885 members 
Mstep: Class 3 contains 97813 members 
Mstep: Class 5 contains 47838 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 7 contains 99224 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 14 contains 7076 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 117862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102123976.000000 Penalty: 62073.812500
Iteration 39Q: 29 clusters Score -1.02124e+08 nChanged 31002
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 97956 members 
Mstep: Class 3 contains 96122 members 
Mstep: Class 4 contains 69918 members 
Mstep: Class 5 contains 54468 members 
Mstep: Class 6 contains 4232 members 
Mstep: Class 7 contains 100501 members 
Mstep: Class 8 contains 405 members 
Mstep: Class 9 contains 13346 members 
Mstep: Class 10 contains 1505 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 118030 members 
Mstep: Class 13 contains 70837 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 567 members 
Mstep: Class 17 contains 4840 members 
Mstep: Class 18 contains 12219 members 
Mstep: Class 19 contains 39425 members 
Mstep: Class 20 contains 113540 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 9495 members 
Mstep: Class 23 contains 1631 members 
Mstep: Class 24 contains 1530 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 1519 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102134184.000000 Penalty: 62073.812500
Iteration 40F: 29 clusters Score -1.021342e+08 nChanged 22647
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 96573 members 
Mstep: Class 3 contains 93103 members 
Mstep: Class 4 contains 72337 members 
Mstep: Class 5 contains 61188 members 
Mstep: Class 6 contains 4157 members 
Mstep: Class 7 contains 100499 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 13321 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 115769 members 
Mstep: Class 13 contains 72120 members 
Mstep: Class 14 contains 6586 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 556 members 
Mstep: Class 17 contains 4726 members 
Mstep: Class 18 contains 12315 members 
Mstep: Class 19 contains 40039 members 
Mstep: Class 20 contains 108865 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 9683 members 
Mstep: Class 23 contains 1736 members 
Mstep: Class 24 contains 1595 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 1533 members 
Mstep: Class 27 contains 591 members 
Mstep: Class 28 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102142680.000000 Penalty: 62073.812500
Iteration 41Q: 29 clusters Score -1.021427e+08 nChanged 18698
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 95341 members 
Mstep: Class 3 contains 90945 members 
Mstep: Class 4 contains 74607 members 
Mstep: Class 5 contains 68371 members 
Mstep: Class 6 contains 4137 members 
Mstep: Class 7 contains 100384 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 13293 members 
Mstep: Class 10 contains 1501 members 
Mstep: Class 11 contains 2378 members 
Mstep: Class 12 contains 113452 members 
Mstep: Class 13 contains 73026 members 
Mstep: Class 14 contains 6427 members 
Mstep: Class 15 contains 3140 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 4614 members 
Mstep: Class 18 contains 12387 members 
Mstep: Class 19 contains 40286 members 
Mstep: Class 20 contains 103929 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 9757 members 
Mstep: Class 23 contains 1765 members 
Mstep: Class 24 contains 1630 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 1561 members 
Mstep: Class 27 contains 590 members 
Mstep: Class 28 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102149928.000000 Penalty: 62073.812500
Iteration 42Q: 29 clusters Score -1.021499e+08 nChanged 17382
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 94149 members 
Mstep: Class 3 contains 89328 members 
Mstep: Class 4 contains 76736 members 
Mstep: Class 5 contains 75826 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 100137 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 13244 members 
Mstep: Class 10 contains 1562 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 12 contains 111225 members 
Mstep: Class 13 contains 73769 members 
Mstep: Class 14 contains 6285 members 
Mstep: Class 15 contains 3208 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 4522 members 
Mstep: Class 18 contains 12461 members 
Mstep: Class 19 contains 40289 members 
Mstep: Class 20 contains 98713 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 9818 members 
Mstep: Class 23 contains 1779 members 
Mstep: Class 24 contains 1647 members 
Mstep: Class 25 contains 4527 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 584 members 
Mstep: Class 28 contains 1765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102157504.000000 Penalty: 62073.812500
Iteration 43Q: 29 clusters Score -1.021575e+08 nChanged 16031
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 93035 members 
Mstep: Class 3 contains 88251 members 
Mstep: Class 4 contains 78088 members 
Mstep: Class 5 contains 83337 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 99965 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 13210 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 108959 members 
Mstep: Class 13 contains 74270 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 3266 members 
Mstep: Class 16 contains 556 members 
Mstep: Class 17 contains 4414 members 
Mstep: Class 18 contains 12544 members 
Mstep: Class 19 contains 40272 members 
Mstep: Class 20 contains 93885 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 9872 members 
Mstep: Class 23 contains 1786 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 4644 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102164160.000000 Penalty: 62073.812500
Iteration 44Q: 29 clusters Score -1.021642e+08 nChanged 15387
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 91901 members 
Mstep: Class 3 contains 87904 members 
Mstep: Class 4 contains 78837 members 
Mstep: Class 5 contains 90537 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 99828 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 106776 members 
Mstep: Class 13 contains 74572 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 3340 members 
Mstep: Class 16 contains 556 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 12612 members 
Mstep: Class 19 contains 40325 members 
Mstep: Class 20 contains 89406 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 9862 members 
Mstep: Class 23 contains 1775 members 
Mstep: Class 24 contains 1658 members 
Mstep: Class 25 contains 4770 members 
Mstep: Class 26 contains 1642 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 1804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102166320.000000 Penalty: 62073.812500
Iteration 45Q: 29 clusters Score -1.021663e+08 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 90680 members 
Mstep: Class 3 contains 88030 members 
Mstep: Class 4 contains 79581 members 
Mstep: Class 5 contains 96090 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 99703 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 13177 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 104951 members 
Mstep: Class 13 contains 74781 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 4145 members 
Mstep: Class 18 contains 12661 members 
Mstep: Class 19 contains 40646 members 
Mstep: Class 20 contains 85725 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 9877 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 1661 members 
Mstep: Class 25 contains 4878 members 
Mstep: Class 26 contains 1681 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 1826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102166104.000000 Penalty: 62073.812500
Iteration 46Q: 29 clusters Score -1.021661e+08 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 89642 members 
Mstep: Class 3 contains 88494 members 
Mstep: Class 4 contains 80151 members 
Mstep: Class 5 contains 99394 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 99585 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 13210 members 
Mstep: Class 10 contains 1687 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 103601 members 
Mstep: Class 13 contains 74899 members 
Mstep: Class 14 contains 5874 members 
Mstep: Class 15 contains 3362 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 18 contains 12712 members 
Mstep: Class 19 contains 41146 members 
Mstep: Class 20 contains 83367 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 9890 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 1664 members 
Mstep: Class 25 contains 4976 members 
Mstep: Class 26 contains 1721 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102164848.000000 Penalty: 62073.812500
Iteration 47Q: 29 clusters Score -1.021648e+08 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 88948 members 
Mstep: Class 3 contains 88988 members 
Mstep: Class 4 contains 80568 members 
Mstep: Class 5 contains 100920 members 
Mstep: Class 6 contains 4080 members 
Mstep: Class 7 contains 99564 members 
Mstep: Class 8 contains 424 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 1696 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 102724 members 
Mstep: Class 13 contains 74868 members 
Mstep: Class 14 contains 5796 members 
Mstep: Class 15 contains 3358 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 12756 members 
Mstep: Class 19 contains 41737 members 
Mstep: Class 20 contains 82035 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 9885 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 1667 members 
Mstep: Class 25 contains 5039 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 1868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102164432.000000 Penalty: 62073.812500
Iteration 48Q: 29 clusters Score -1.021644e+08 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 88387 members 
Mstep: Class 3 contains 89276 members 
Mstep: Class 4 contains 80825 members 
Mstep: Class 5 contains 101450 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 99558 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 13238 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 11 contains 2453 members 
Mstep: Class 12 contains 102096 members 
Mstep: Class 13 contains 74783 members 
Mstep: Class 14 contains 5720 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 12830 members 
Mstep: Class 19 contains 42481 members 
Mstep: Class 20 contains 81577 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9895 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 1671 members 
Mstep: Class 25 contains 5099 members 
Mstep: Class 26 contains 1820 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102164648.000000 Penalty: 62073.812500
Iteration 49Q: 29 clusters Score -1.021646e+08 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 87870 members 
Mstep: Class 3 contains 89511 members 
Mstep: Class 4 contains 80935 members 
Mstep: Class 5 contains 101448 members 
Mstep: Class 6 contains 4064 members 
Mstep: Class 7 contains 99536 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 13271 members 
Mstep: Class 10 contains 1706 members 
Mstep: Class 11 contains 2442 members 
Mstep: Class 12 contains 101622 members 
Mstep: Class 13 contains 74699 members 
Mstep: Class 14 contains 5666 members 
Mstep: Class 15 contains 3328 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 12905 members 
Mstep: Class 19 contains 43388 members 
Mstep: Class 20 contains 81427 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9905 members 
Mstep: Class 23 contains 1745 members 
Mstep: Class 24 contains 1679 members 
Mstep: Class 25 contains 5157 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 1896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102164880.000000 Penalty: 62073.812500
Iteration 50Q: 29 clusters Score -1.021649e+08 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 87345 members 
Mstep: Class 3 contains 89632 members 
Mstep: Class 4 contains 80882 members 
Mstep: Class 5 contains 101121 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 99525 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 13289 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 101336 members 
Mstep: Class 13 contains 74604 members 
Mstep: Class 14 contains 5599 members 
Mstep: Class 15 contains 3316 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 3352 members 
Mstep: Class 18 contains 12961 members 
Mstep: Class 19 contains 44468 members 
Mstep: Class 20 contains 81595 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9891 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 5212 members 
Mstep: Class 26 contains 1911 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102165488.000000 Penalty: 62073.812500
Iteration 51Q: 29 clusters Score -1.021655e+08 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 86846 members 
Mstep: Class 3 contains 89679 members 
Mstep: Class 4 contains 80729 members 
Mstep: Class 5 contains 100639 members 
Mstep: Class 6 contains 4036 members 
Mstep: Class 7 contains 99537 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 13297 members 
Mstep: Class 10 contains 1711 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 101072 members 
Mstep: Class 13 contains 74514 members 
Mstep: Class 14 contains 5542 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 3206 members 
Mstep: Class 18 contains 13019 members 
Mstep: Class 19 contains 45632 members 
Mstep: Class 20 contains 81922 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9888 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 5257 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102167176.000000 Penalty: 62073.812500
Iteration 52Q: 29 clusters Score -1.021672e+08 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 86347 members 
Mstep: Class 3 contains 89744 members 
Mstep: Class 4 contains 80495 members 
Mstep: Class 5 contains 100181 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 99506 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 13310 members 
Mstep: Class 10 contains 1713 members 
Mstep: Class 11 contains 2419 members 
Mstep: Class 12 contains 100837 members 
Mstep: Class 13 contains 74437 members 
Mstep: Class 14 contains 5487 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 3072 members 
Mstep: Class 18 contains 13096 members 
Mstep: Class 19 contains 46774 members 
Mstep: Class 20 contains 82266 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9864 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 5304 members 
Mstep: Class 26 contains 1995 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102168120.000000 Penalty: 62073.812500
Iteration 53Q: 29 clusters Score -1.021681e+08 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 85875 members 
Mstep: Class 3 contains 89766 members 
Mstep: Class 4 contains 80203 members 
Mstep: Class 5 contains 99648 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 99484 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 13343 members 
Mstep: Class 10 contains 1717 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 12 contains 100617 members 
Mstep: Class 13 contains 74380 members 
Mstep: Class 14 contains 5421 members 
Mstep: Class 15 contains 3258 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 2930 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 48028 members 
Mstep: Class 20 contains 82593 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9857 members 
Mstep: Class 23 contains 1736 members 
Mstep: Class 24 contains 1701 members 
Mstep: Class 25 contains 5337 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 1992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102168952.000000 Penalty: 62073.812500
Iteration 54Q: 29 clusters Score -1.02169e+08 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 85441 members 
Mstep: Class 3 contains 89690 members 
Mstep: Class 4 contains 79908 members 
Mstep: Class 5 contains 99129 members 
Mstep: Class 6 contains 4031 members 
Mstep: Class 7 contains 99530 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 13409 members 
Mstep: Class 10 contains 1717 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 100380 members 
Mstep: Class 13 contains 74265 members 
Mstep: Class 14 contains 5355 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 13256 members 
Mstep: Class 19 contains 49261 members 
Mstep: Class 20 contains 82941 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9837 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1708 members 
Mstep: Class 25 contains 5376 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 2033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102169840.000000 Penalty: 62073.812500
Iteration 55Q: 29 clusters Score -1.021698e+08 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 84993 members 
Mstep: Class 3 contains 89669 members 
Mstep: Class 4 contains 79540 members 
Mstep: Class 5 contains 98633 members 
Mstep: Class 6 contains 4024 members 
Mstep: Class 7 contains 99594 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 13450 members 
Mstep: Class 10 contains 1716 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 100188 members 
Mstep: Class 13 contains 74154 members 
Mstep: Class 14 contains 5296 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 13335 members 
Mstep: Class 19 contains 50482 members 
Mstep: Class 20 contains 83284 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9823 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 5404 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 2062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102170792.000000 Penalty: 62073.812500
Iteration 56Q: 29 clusters Score -1.021708e+08 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 84491 members 
Mstep: Class 3 contains 89700 members 
Mstep: Class 4 contains 79058 members 
Mstep: Class 5 contains 98171 members 
Mstep: Class 6 contains 4019 members 
Mstep: Class 7 contains 99634 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 13484 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 12 contains 100004 members 
Mstep: Class 13 contains 74071 members 
Mstep: Class 14 contains 5261 members 
Mstep: Class 15 contains 3248 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 13414 members 
Mstep: Class 19 contains 51797 members 
Mstep: Class 20 contains 83565 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9823 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1736 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 2115 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102171512.000000 Penalty: 62073.812500
Iteration 57Q: 29 clusters Score -1.021715e+08 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 83999 members 
Mstep: Class 3 contains 89621 members 
Mstep: Class 4 contains 78668 members 
Mstep: Class 5 contains 97778 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 99703 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 13530 members 
Mstep: Class 10 contains 1705 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 99796 members 
Mstep: Class 13 contains 73976 members 
Mstep: Class 14 contains 5232 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 13491 members 
Mstep: Class 19 contains 53091 members 
Mstep: Class 20 contains 83782 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9819 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 1744 members 
Mstep: Class 25 contains 5460 members 
Mstep: Class 26 contains 2134 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102172504.000000 Penalty: 62073.812500
Iteration 58Q: 29 clusters Score -1.021725e+08 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 83471 members 
Mstep: Class 3 contains 89449 members 
Mstep: Class 4 contains 78232 members 
Mstep: Class 5 contains 97399 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 99783 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 13570 members 
Mstep: Class 10 contains 1710 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 99572 members 
Mstep: Class 13 contains 73904 members 
Mstep: Class 14 contains 5207 members 
Mstep: Class 15 contains 3265 members 
Mstep: Class 16 contains 560 members 
Mstep: Class 17 contains 2488 members 
Mstep: Class 18 contains 13586 members 
Mstep: Class 19 contains 54455 members 
Mstep: Class 20 contains 84048 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9820 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 2125 members 
Entering Unmasked Estep 
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Score: -102173592.000000 Penalty: 62073.812500
Iteration 59Q: 29 clusters Score -1.021736e+08 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 82933 members 
Mstep: Class 3 contains 89291 members 
Mstep: Class 4 contains 77771 members 
Mstep: Class 5 contains 97096 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 99863 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 13619 members 
Mstep: Class 10 contains 1710 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 99347 members 
Mstep: Class 13 contains 73842 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 3269 members 
Mstep: Class 16 contains 561 members 
Mstep: Class 17 contains 2445 members 
Mstep: Class 18 contains 13683 members 
Mstep: Class 19 contains 55762 members 
Mstep: Class 20 contains 84303 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 9817 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 5518 members 
Mstep: Class 26 contains 2159 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 2134 members 
Entering Unmasked Estep 
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Score: -102176056.000000 Penalty: 62073.812500
Iteration 60F: 29 clusters Score -1.021761e+08 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 82233 members 
Mstep: Class 3 contains 89010 members 
Mstep: Class 4 contains 77428 members 
Mstep: Class 5 contains 98505 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 99930 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 13676 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 98674 members 
Mstep: Class 13 contains 73786 members 
Mstep: Class 14 contains 5148 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 2431 members 
Mstep: Class 18 contains 13763 members 
Mstep: Class 19 contains 57045 members 
Mstep: Class 20 contains 83479 members 
Mstep: Class 21 contains 342 members 
Mstep: Class 22 contains 9809 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 1747 members 
Mstep: Class 25 contains 5535 members 
Mstep: Class 26 contains 2172 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102175840.000000 Penalty: 62073.812500
Iteration 61Q: 29 clusters Score -1.021758e+08 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 81649 members 
Mstep: Class 3 contains 89070 members 
Mstep: Class 4 contains 76960 members 
Mstep: Class 5 contains 99039 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 99973 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 1733 members 
Mstep: Class 11 contains 2329 members 
Mstep: Class 12 contains 98318 members 
Mstep: Class 13 contains 73690 members 
Mstep: Class 14 contains 5105 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 16 contains 533 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 13829 members 
Mstep: Class 19 contains 58238 members 
Mstep: Class 20 contains 83048 members 
Mstep: Class 21 contains 352 members 
Mstep: Class 22 contains 9803 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 5556 members 
Mstep: Class 26 contains 2181 members 
Mstep: Class 27 contains 570 members 
Mstep: Class 28 contains 2167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102176512.000000 Penalty: 62073.812500
Iteration 62Q: 29 clusters Score -1.021765e+08 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 81068 members 
Mstep: Class 3 contains 89180 members 
Mstep: Class 4 contains 76537 members 
Mstep: Class 5 contains 99257 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 100002 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 13767 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 98041 members 
Mstep: Class 13 contains 73612 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 532 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 18 contains 13900 members 
Mstep: Class 19 contains 59323 members 
Mstep: Class 20 contains 82877 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 9791 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 5574 members 
Mstep: Class 26 contains 2185 members 
Mstep: Class 27 contains 568 members 
Mstep: Class 28 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102176728.000000 Penalty: 62073.812500
Iteration 63Q: 29 clusters Score -1.021767e+08 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 80560 members 
Mstep: Class 3 contains 89202 members 
Mstep: Class 4 contains 76180 members 
Mstep: Class 5 contains 99316 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 100020 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 13780 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 97835 members 
Mstep: Class 13 contains 73573 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 3300 members 
Mstep: Class 16 contains 530 members 
Mstep: Class 17 contains 2299 members 
Mstep: Class 18 contains 13954 members 
Mstep: Class 19 contains 60343 members 
Mstep: Class 20 contains 82808 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9788 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 5589 members 
Mstep: Class 26 contains 2187 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102176800.000000 Penalty: 62073.812500
Iteration 64Q: 29 clusters Score -1.021768e+08 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 80052 members 
Mstep: Class 3 contains 89205 members 
Mstep: Class 4 contains 75865 members 
Mstep: Class 5 contains 99171 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 100041 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 13830 members 
Mstep: Class 10 contains 1835 members 
Mstep: Class 11 contains 2310 members 
Mstep: Class 12 contains 97720 members 
Mstep: Class 13 contains 73547 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 16 contains 530 members 
Mstep: Class 17 contains 2260 members 
Mstep: Class 18 contains 14008 members 
Mstep: Class 19 contains 61277 members 
Mstep: Class 20 contains 82889 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9795 members 
Mstep: Class 23 contains 1758 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 5599 members 
Mstep: Class 26 contains 2189 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102176880.000000 Penalty: 62073.812500
Iteration 65Q: 29 clusters Score -1.021769e+08 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 79547 members 
Mstep: Class 3 contains 89093 members 
Mstep: Class 4 contains 75681 members 
Mstep: Class 5 contains 98970 members 
Mstep: Class 6 contains 3944 members 
Mstep: Class 7 contains 100065 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 13877 members 
Mstep: Class 10 contains 1859 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 97618 members 
Mstep: Class 13 contains 73555 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 15 contains 3281 members 
Mstep: Class 16 contains 529 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 18 contains 14064 members 
Mstep: Class 19 contains 62129 members 
Mstep: Class 20 contains 83064 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9786 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 5607 members 
Mstep: Class 26 contains 2202 members 
Mstep: Class 27 contains 564 members 
Mstep: Class 28 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102176768.000000 Penalty: 62073.812500
Iteration 66Q: 29 clusters Score -1.021768e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 79084 members 
Mstep: Class 3 contains 88939 members 
Mstep: Class 4 contains 75438 members 
Mstep: Class 5 contains 98835 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 100080 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 97545 members 
Mstep: Class 13 contains 73571 members 
Mstep: Class 14 contains 4888 members 
Mstep: Class 15 contains 3279 members 
Mstep: Class 16 contains 529 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 18 contains 14107 members 
Mstep: Class 19 contains 62971 members 
Mstep: Class 20 contains 83230 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9776 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 1737 members 
Mstep: Class 25 contains 5611 members 
Mstep: Class 26 contains 2212 members 
Mstep: Class 27 contains 564 members 
Mstep: Class 28 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102177224.000000 Penalty: 62073.812500
Iteration 67Q: 29 clusters Score -1.021772e+08 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 78623 members 
Mstep: Class 3 contains 88737 members 
Mstep: Class 4 contains 75201 members 
Mstep: Class 5 contains 98746 members 
Mstep: Class 6 contains 3930 members 
Mstep: Class 7 contains 100105 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 13934 members 
Mstep: Class 10 contains 1888 members 
Mstep: Class 11 contains 2300 members 
Mstep: Class 12 contains 97489 members 
Mstep: Class 13 contains 73585 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 3277 members 
Mstep: Class 16 contains 528 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 14150 members 
Mstep: Class 19 contains 63779 members 
Mstep: Class 20 contains 83369 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9768 members 
Mstep: Class 23 contains 1767 members 
Mstep: Class 24 contains 1737 members 
Mstep: Class 25 contains 5614 members 
Mstep: Class 26 contains 2225 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102177368.000000 Penalty: 62073.812500
Iteration 68Q: 29 clusters Score -1.021774e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 78159 members 
Mstep: Class 3 contains 88577 members 
Mstep: Class 4 contains 74947 members 
Mstep: Class 5 contains 98588 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 100123 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 13968 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 97482 members 
Mstep: Class 13 contains 73593 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 3265 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 64527 members 
Mstep: Class 20 contains 83576 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9760 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 1740 members 
Mstep: Class 25 contains 5622 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102177408.000000 Penalty: 62073.812500
Iteration 69Q: 29 clusters Score -1.021774e+08 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 77658 members 
Mstep: Class 3 contains 88381 members 
Mstep: Class 4 contains 74634 members 
Mstep: Class 5 contains 98453 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 100163 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 13991 members 
Mstep: Class 10 contains 1899 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 97468 members 
Mstep: Class 13 contains 73597 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 3257 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 14262 members 
Mstep: Class 19 contains 65291 members 
Mstep: Class 20 contains 83868 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9751 members 
Mstep: Class 23 contains 1771 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 2253 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 2325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102177312.000000 Penalty: 62073.812500
Iteration 70Q: 29 clusters Score -1.021773e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 77170 members 
Mstep: Class 3 contains 88291 members 
Mstep: Class 4 contains 74221 members 
Mstep: Class 5 contains 98332 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 100235 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 14007 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 97398 members 
Mstep: Class 13 contains 73587 members 
Mstep: Class 14 contains 4753 members 
Mstep: Class 15 contains 3265 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 14312 members 
Mstep: Class 19 contains 66039 members 
Mstep: Class 20 contains 84181 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9745 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 2258 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 2341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102177744.000000 Penalty: 62073.812500
Iteration 71Q: 29 clusters Score -1.021777e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 76627 members 
Mstep: Class 3 contains 88117 members 
Mstep: Class 4 contains 73795 members 
Mstep: Class 5 contains 98243 members 
Mstep: Class 6 contains 3912 members 
Mstep: Class 7 contains 100269 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 14034 members 
Mstep: Class 10 contains 1899 members 
Mstep: Class 11 contains 2292 members 
Mstep: Class 12 contains 97342 members 
Mstep: Class 13 contains 73603 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 15 contains 3266 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 14377 members 
Mstep: Class 19 contains 66793 members 
Mstep: Class 20 contains 84619 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9731 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 5646 members 
Mstep: Class 26 contains 2262 members 
Mstep: Class 27 contains 560 members 
Mstep: Class 28 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102177744.000000 Penalty: 62073.812500
Iteration 72Q: 29 clusters Score -1.021777e+08 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 76058 members 
Mstep: Class 3 contains 87934 members 
Mstep: Class 4 contains 73336 members 
Mstep: Class 5 contains 98128 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 100311 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 14056 members 
Mstep: Class 10 contains 1900 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 97302 members 
Mstep: Class 13 contains 73609 members 
Mstep: Class 14 contains 4704 members 
Mstep: Class 15 contains 3269 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 14439 members 
Mstep: Class 19 contains 67596 members 
Mstep: Class 20 contains 85076 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9726 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 5661 members 
Mstep: Class 26 contains 2263 members 
Mstep: Class 27 contains 558 members 
Mstep: Class 28 contains 2362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102177936.000000 Penalty: 62073.812500
Iteration 73Q: 29 clusters Score -1.021779e+08 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 75456 members 
Mstep: Class 3 contains 87772 members 
Mstep: Class 4 contains 72864 members 
Mstep: Class 5 contains 97977 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 100343 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 14086 members 
Mstep: Class 10 contains 1905 members 
Mstep: Class 11 contains 2289 members 
Mstep: Class 12 contains 97288 members 
Mstep: Class 13 contains 73617 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 3268 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 14513 members 
Mstep: Class 19 contains 68453 members 
Mstep: Class 20 contains 85494 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9719 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 5667 members 
Mstep: Class 26 contains 2266 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102177904.000000 Penalty: 62073.812500
Iteration 74Q: 29 clusters Score -1.021779e+08 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 74888 members 
Mstep: Class 3 contains 87690 members 
Mstep: Class 4 contains 72334 members 
Mstep: Class 5 contains 97842 members 
Mstep: Class 6 contains 3900 members 
Mstep: Class 7 contains 100426 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 14104 members 
Mstep: Class 10 contains 1905 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 97268 members 
Mstep: Class 13 contains 73598 members 
Mstep: Class 14 contains 4652 members 
Mstep: Class 15 contains 3266 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 14575 members 
Mstep: Class 19 contains 69255 members 
Mstep: Class 20 contains 85898 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9714 members 
Mstep: Class 23 contains 1771 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 5673 members 
Mstep: Class 26 contains 2267 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102178056.000000 Penalty: 62073.812500
Iteration 75Q: 29 clusters Score -1.021781e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 74290 members 
Mstep: Class 3 contains 87533 members 
Mstep: Class 4 contains 71770 members 
Mstep: Class 5 contains 97774 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 100490 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 14117 members 
Mstep: Class 10 contains 1909 members 
Mstep: Class 11 contains 2295 members 
Mstep: Class 12 contains 97295 members 
Mstep: Class 13 contains 73600 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 14633 members 
Mstep: Class 19 contains 70064 members 
Mstep: Class 20 contains 86329 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9711 members 
Mstep: Class 23 contains 1771 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 5681 members 
Mstep: Class 26 contains 2267 members 
Mstep: Class 27 contains 556 members 
Mstep: Class 28 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102178248.000000 Penalty: 62073.812500
Iteration 76Q: 29 clusters Score -1.021782e+08 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 73783 members 
Mstep: Class 3 contains 87407 members 
Mstep: Class 4 contains 71181 members 
Mstep: Class 5 contains 97745 members 
Mstep: Class 6 contains 3890 members 
Mstep: Class 7 contains 100537 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 14116 members 
Mstep: Class 10 contains 1916 members 
Mstep: Class 11 contains 2300 members 
Mstep: Class 12 contains 97312 members 
Mstep: Class 13 contains 73607 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 3265 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 14663 members 
Mstep: Class 19 contains 70869 members 
Mstep: Class 20 contains 86701 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9701 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 5685 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102178112.000000 Penalty: 62073.812500
Iteration 77Q: 29 clusters Score -1.021781e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 73327 members 
Mstep: Class 3 contains 87310 members 
Mstep: Class 4 contains 70568 members 
Mstep: Class 5 contains 97694 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 100571 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 1923 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 97340 members 
Mstep: Class 13 contains 73621 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 14686 members 
Mstep: Class 19 contains 71677 members 
Mstep: Class 20 contains 87006 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9694 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102178296.000000 Penalty: 62073.812500
Iteration 78Q: 29 clusters Score -1.021783e+08 nChanged 3077
Entering ConstructFrom: 
Score: -102178296.000000 Penalty: 62073.812500
Entering ConstructFrom: 
Trying to split cluster 1 (9716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Entering Unmasked Estep 
Score: -1184266.375000 Penalty: 1491.998413
	Iteration 0F: 2 clusters Score -1184266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1177185.000000 Penalty: 2983.996826
	Iteration 0F: 3 clusters Score -1177185 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1179434.250000 Penalty: 2983.996826
	Iteration 1F: 3 clusters Score -1179434 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1179666.250000 Penalty: 2983.996826
	Iteration 2F: 3 clusters Score -1179666 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1179825.750000 Penalty: 2983.996826
	Iteration 3Q: 3 clusters Score -1179826 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1179950.000000 Penalty: 2983.996826
	Iteration 4Q: 3 clusters Score -1179950 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1180099.625000 Penalty: 2983.996826
	Iteration 5Q: 3 clusters Score -1180100 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1180283.750000 Penalty: 2983.996826
	Iteration 6Q: 3 clusters Score -1180284 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1180499.000000 Penalty: 2983.996826
	Iteration 7Q: 3 clusters Score -1180499 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1180794.750000 Penalty: 2983.996826
	Iteration 8Q: 3 clusters Score -1180795 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1181188.125000 Penalty: 2983.996826
	Iteration 9F: 3 clusters Score -1181188 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1181689.875000 Penalty: 2983.996826
	Iteration 10F: 3 clusters Score -1181690 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1182132.250000 Penalty: 2983.996826
	Iteration 11F: 3 clusters Score -1182132 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1182480.500000 Penalty: 2983.996826
	Iteration 12Q: 3 clusters Score -1182480 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1182719.125000 Penalty: 2983.996826
	Iteration 13Q: 3 clusters Score -1182719 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1182870.750000 Penalty: 2983.996826
	Iteration 14Q: 3 clusters Score -1182871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1182961.375000 Penalty: 2983.996826
	Iteration 15Q: 3 clusters Score -1182961 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1183029.125000 Penalty: 2983.996826
	Iteration 16Q: 3 clusters Score -1183029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1183075.125000 Penalty: 2983.996826
	Iteration 17Q: 3 clusters Score -1183075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1183101.375000 Penalty: 2983.996826
	Iteration 18Q: 3 clusters Score -1183101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1183127.375000 Penalty: 2983.996826
	Iteration 19Q: 3 clusters Score -1183127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1183148.500000 Penalty: 2983.996826
	Iteration 20F: 3 clusters Score -1183148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1183164.625000 Penalty: 2983.996826
	Iteration 21Q: 3 clusters Score -1183165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1183175.875000 Penalty: 2983.996826
	Iteration 22Q: 3 clusters Score -1183176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1183183.375000 Penalty: 2983.996826
	Iteration 23Q: 3 clusters Score -1183183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1183188.125000 Penalty: 2983.996826
	Iteration 24Q: 3 clusters Score -1183188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1183190.375000 Penalty: 2983.996826
	Iteration 25Q: 3 clusters Score -1183190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1183192.125000 Penalty: 2983.996826
	Iteration 26Q: 3 clusters Score -1183192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1183195.625000 Penalty: 2983.996826
	Iteration 27Q: 3 clusters Score -1183196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1183198.000000 Penalty: 2983.996826
	Iteration 28Q: 3 clusters Score -1183198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1183198.875000 Penalty: 2983.996826
	Iteration 29Q: 3 clusters Score -1183199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1183198.250000 Penalty: 2983.996826
	Iteration 30Q: 3 clusters Score -1183198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1183200.625000 Penalty: 2983.996826
	Iteration 31Q: 3 clusters Score -1183201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1183202.125000 Penalty: 2983.996826
	Iteration 32Q: 3 clusters Score -1183202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1183202.125000 Penalty: 2983.996826
	Iteration 33F: 3 clusters Score -1183202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Entering Unmasked Estep 
Score: -8890092.000000 Penalty: 1819.404541
	Iteration 0F: 2 clusters Score -8890092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -8841747.000000 Penalty: 3638.809082
	Iteration 0F: 3 clusters Score -8841747 nChanged 34517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -8861767.000000 Penalty: 3638.809082
	Iteration 1F: 3 clusters Score -8861767 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -8862507.000000 Penalty: 3638.809082
	Iteration 2Q: 3 clusters Score -8862507 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -8863435.000000 Penalty: 3638.809082
	Iteration 3Q: 3 clusters Score -8863435 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -8864586.000000 Penalty: 3638.809082
	Iteration 4Q: 3 clusters Score -8864586 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -8865821.000000 Penalty: 3638.809082
	Iteration 5Q: 3 clusters Score -8865821 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -8867252.000000 Penalty: 3638.809082
	Iteration 6Q: 3 clusters Score -8867252 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -8868736.000000 Penalty: 3638.809082
	Iteration 7Q: 3 clusters Score -8868736 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -8870400.000000 Penalty: 3638.809082
	Iteration 8Q: 3 clusters Score -8870400 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -8872415.000000 Penalty: 3638.809082
	Iteration 9Q: 3 clusters Score -8872415 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -8874395.000000 Penalty: 3638.809082
	Iteration 10Q: 3 clusters Score -8874395 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -8876441.000000 Penalty: 3638.809082
	Iteration 11Q: 3 clusters Score -8876441 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -8877913.000000 Penalty: 3638.809082
	Iteration 12Q: 3 clusters Score -8877913 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -8878974.000000 Penalty: 3638.809082
	Iteration 13Q: 3 clusters Score -8878974 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -8879663.000000 Penalty: 3638.809082
	Iteration 14Q: 3 clusters Score -8879663 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -8880200.000000 Penalty: 3638.809082
	Iteration 15Q: 3 clusters Score -8880200 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -8880655.000000 Penalty: 3638.809082
	Iteration 16Q: 3 clusters Score -8880655 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -8881066.000000 Penalty: 3638.809082
	Iteration 17Q: 3 clusters Score -8881066 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -8881473.000000 Penalty: 3638.809082
	Iteration 18Q: 3 clusters Score -8881473 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -8881869.000000 Penalty: 3638.809082
	Iteration 19Q: 3 clusters Score -8881869 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -8882425.000000 Penalty: 3638.809082
	Iteration 20F: 3 clusters Score -8882425 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -8882970.000000 Penalty: 3638.809082
	Iteration 21Q: 3 clusters Score -8882970 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -8883523.000000 Penalty: 3638.809082
	Iteration 22Q: 3 clusters Score -8883523 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -8884276.000000 Penalty: 3638.809082
	Iteration 23Q: 3 clusters Score -8884276 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -8885001.000000 Penalty: 3638.809082
	Iteration 24Q: 3 clusters Score -8885001 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -8885903.000000 Penalty: 3638.809082
	Iteration 25Q: 3 clusters Score -8885903 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -8886851.000000 Penalty: 3638.809082
	Iteration 26Q: 3 clusters Score -8886851 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8887765.000000 Penalty: 3638.809082
	Iteration 27Q: 3 clusters Score -8887765 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8888521.000000 Penalty: 3638.809082
	Iteration 28Q: 3 clusters Score -8888521 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8889099.000000 Penalty: 3638.809082
	Iteration 29Q: 3 clusters Score -8889099 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8889474.000000 Penalty: 3638.809082
	Iteration 30Q: 3 clusters Score -8889474 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8889720.000000 Penalty: 3638.809082
	Iteration 31Q: 3 clusters Score -8889720 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8889849.000000 Penalty: 3638.809082
	Iteration 32Q: 3 clusters Score -8889849 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8889964.000000 Penalty: 3638.809082
	Iteration 33Q: 3 clusters Score -8889964 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8890010.000000 Penalty: 3638.809082
	Iteration 34Q: 3 clusters Score -8890010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8890034.000000 Penalty: 3638.809082
	Iteration 35Q: 3 clusters Score -8890034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8890050.000000 Penalty: 3638.809082
	Iteration 36Q: 3 clusters Score -8890050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8890044.000000 Penalty: 3638.809082
	Iteration 37Q: 3 clusters Score -8890044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8890068.000000 Penalty: 3638.809082
	Iteration 38Q: 3 clusters Score -8890068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8890074.000000 Penalty: 3638.809082
	Iteration 39Q: 3 clusters Score -8890074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8890088.000000 Penalty: 3638.809082
	Iteration 40F: 3 clusters Score -8890088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8890097.000000 Penalty: 3638.809082
	Iteration 41Q: 3 clusters Score -8890097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8890102.000000 Penalty: 3638.809082
	Iteration 42Q: 3 clusters Score -8890102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8890099.000000 Penalty: 3638.809082
	Iteration 43Q: 3 clusters Score -8890099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8890101.000000 Penalty: 3638.809082
	Iteration 44Q: 3 clusters Score -8890101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8890101.000000 Penalty: 3638.809082
	Iteration 45F: 3 clusters Score -8890101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 71425 members 
Mstep: Class 3 contains 87206 members 
Mstep: Class 4 contains 69999 members 
Mstep: Class 5 contains 97641 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 100591 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 97361 members 
Mstep: Class 13 contains 73655 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 14708 members 
Mstep: Class 19 contains 72511 members 
Mstep: Class 20 contains 87249 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 1438 members 
Entering Unmasked Estep 
Score: -102177944.000000 Penalty: 64290.734375
Splitting cluster 2 changes total score from -102178296.000000 to -102177944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (87206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Entering Unmasked Estep 
Score: -10875633.000000 Penalty: 1848.604614
	Iteration 0F: 2 clusters Score -1.087563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -10817883.000000 Penalty: 3697.209229
	Iteration 0F: 3 clusters Score -1.081788e+07 nChanged 41760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -10841714.000000 Penalty: 3697.209229
	Iteration 1F: 3 clusters Score -1.084171e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -10842054.000000 Penalty: 3697.209229
	Iteration 2Q: 3 clusters Score -1.084205e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -10842433.000000 Penalty: 3697.209229
	Iteration 3Q: 3 clusters Score -1.084243e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -10842910.000000 Penalty: 3697.209229
	Iteration 4Q: 3 clusters Score -1.084291e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -10843652.000000 Penalty: 3697.209229
	Iteration 5Q: 3 clusters Score -1.084365e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -10844893.000000 Penalty: 3697.209229
	Iteration 6Q: 3 clusters Score -1.084489e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -10846823.000000 Penalty: 3697.209229
	Iteration 7Q: 3 clusters Score -1.084682e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -10850042.000000 Penalty: 3697.209229
	Iteration 8F: 3 clusters Score -1.085004e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -10854809.000000 Penalty: 3697.209229
	Iteration 9F: 3 clusters Score -1.085481e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -10860278.000000 Penalty: 3697.209229
	Iteration 10F: 3 clusters Score -1.086028e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -10864823.000000 Penalty: 3697.209229
	Iteration 11F: 3 clusters Score -1.086482e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -10867384.000000 Penalty: 3697.209229
	Iteration 12Q: 3 clusters Score -1.086738e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -10868565.000000 Penalty: 3697.209229
	Iteration 13Q: 3 clusters Score -1.086856e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -10869376.000000 Penalty: 3697.209229
	Iteration 14Q: 3 clusters Score -1.086938e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -10869945.000000 Penalty: 3697.209229
	Iteration 15Q: 3 clusters Score -1.086994e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -10870510.000000 Penalty: 3697.209229
	Iteration 16Q: 3 clusters Score -1.087051e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 77690 members 
Entering Unmasked Estep 
Score: -10870992.000000 Penalty: 3697.209229
	Iteration 17Q: 3 clusters Score -1.087099e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -10871441.000000 Penalty: 3697.209229
	Iteration 18Q: 3 clusters Score -1.087144e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -10871770.000000 Penalty: 3697.209229
	Iteration 19Q: 3 clusters Score -1.087177e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 80041 members 
Entering Unmasked Estep 
Score: -10872031.000000 Penalty: 3697.209229
	Iteration 20F: 3 clusters Score -1.087203e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -10872250.000000 Penalty: 3697.209229
	Iteration 21Q: 3 clusters Score -1.087225e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -10872488.000000 Penalty: 3697.209229
	Iteration 22Q: 3 clusters Score -1.087249e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -10872835.000000 Penalty: 3697.209229
	Iteration 23Q: 3 clusters Score -1.087284e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 81937 members 
Entering Unmasked Estep 
Score: -10873053.000000 Penalty: 3697.209229
	Iteration 24Q: 3 clusters Score -1.087305e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -10873303.000000 Penalty: 3697.209229
	Iteration 25Q: 3 clusters Score -1.08733e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -10873485.000000 Penalty: 3697.209229
	Iteration 26Q: 3 clusters Score -1.087348e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -10873627.000000 Penalty: 3697.209229
	Iteration 27Q: 3 clusters Score -1.087363e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -10873718.000000 Penalty: 3697.209229
	Iteration 28Q: 3 clusters Score -1.087372e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -10873847.000000 Penalty: 3697.209229
	Iteration 29Q: 3 clusters Score -1.087385e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 83482 members 
Entering Unmasked Estep 
Score: -10873917.000000 Penalty: 3697.209229
	Iteration 30Q: 3 clusters Score -1.087392e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -10873996.000000 Penalty: 3697.209229
	Iteration 31Q: 3 clusters Score -1.0874e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -10874098.000000 Penalty: 3697.209229
	Iteration 32Q: 3 clusters Score -1.08741e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -10874158.000000 Penalty: 3697.209229
	Iteration 33Q: 3 clusters Score -1.087416e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -10874218.000000 Penalty: 3697.209229
	Iteration 34Q: 3 clusters Score -1.087422e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -10874274.000000 Penalty: 3697.209229
	Iteration 35Q: 3 clusters Score -1.087427e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 84397 members 
Entering Unmasked Estep 
Score: -10874290.000000 Penalty: 3697.209229
	Iteration 36Q: 3 clusters Score -1.087429e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -10874300.000000 Penalty: 3697.209229
	Iteration 37Q: 3 clusters Score -1.08743e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -10874297.000000 Penalty: 3697.209229
	Iteration 38Q: 3 clusters Score -1.08743e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 84618 members 
Entering Unmasked Estep 
Score: -10874319.000000 Penalty: 3697.209229
	Iteration 39Q: 3 clusters Score -1.087432e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -10874344.000000 Penalty: 3697.209229
	Iteration 40F: 3 clusters Score -1.087434e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 84742 members 
Entering Unmasked Estep 
Score: -10874382.000000 Penalty: 3697.209229
	Iteration 41Q: 3 clusters Score -1.087438e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -10874387.000000 Penalty: 3697.209229
	Iteration 42Q: 3 clusters Score -1.087439e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 84832 members 
Entering Unmasked Estep 
Score: -10874382.000000 Penalty: 3697.209229
	Iteration 43Q: 3 clusters Score -1.087438e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -10874383.000000 Penalty: 3697.209229
	Iteration 44Q: 3 clusters Score -1.087438e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 84908 members 
Entering Unmasked Estep 
Score: -10874380.000000 Penalty: 3697.209229
	Iteration 45Q: 3 clusters Score -1.087438e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -10874384.000000 Penalty: 3697.209229
	Iteration 46Q: 3 clusters Score -1.087438e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -10874393.000000 Penalty: 3697.209229
	Iteration 47Q: 3 clusters Score -1.087439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -10874385.000000 Penalty: 3697.209229
	Iteration 48Q: 3 clusters Score -1.087438e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -10874379.000000 Penalty: 3697.209229
	Iteration 49Q: 3 clusters Score -1.087438e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -10874374.000000 Penalty: 3697.209229
	Iteration 50Q: 3 clusters Score -1.087437e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 85118 members 
Entering Unmasked Estep 
Score: -10874392.000000 Penalty: 3697.209229
	Iteration 51Q: 3 clusters Score -1.087439e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -10874388.000000 Penalty: 3697.209229
	Iteration 52Q: 3 clusters Score -1.087439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -10874402.000000 Penalty: 3697.209229
	Iteration 53Q: 3 clusters Score -1.08744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 85170 members 
Entering Unmasked Estep 
Score: -10874400.000000 Penalty: 3697.209229
	Iteration 54Q: 3 clusters Score -1.08744e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -10874401.000000 Penalty: 3697.209229
	Iteration 55Q: 3 clusters Score -1.08744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 85211 members 
Entering Unmasked Estep 
Score: -10874398.000000 Penalty: 3697.209229
	Iteration 56Q: 3 clusters Score -1.08744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -10874394.000000 Penalty: 3697.209229
	Iteration 57Q: 3 clusters Score -1.087439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -10874398.000000 Penalty: 3697.209229
	Iteration 58Q: 3 clusters Score -1.08744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -10874404.000000 Penalty: 3697.209229
	Iteration 59Q: 3 clusters Score -1.08744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -10874402.000000 Penalty: 3697.209229
	Iteration 60F: 3 clusters Score -1.08744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -10874397.000000 Penalty: 3697.209229
	Iteration 61Q: 3 clusters Score -1.08744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -10874413.000000 Penalty: 3697.209229
	Iteration 62Q: 3 clusters Score -1.087441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -10874410.000000 Penalty: 3697.209229
	Iteration 63Q: 3 clusters Score -1.087441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 85288 members 
Entering Unmasked Estep 
Score: -10874409.000000 Penalty: 3697.209229
	Iteration 64Q: 3 clusters Score -1.087441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 85294 members 
Entering Unmasked Estep 
Score: -10874415.000000 Penalty: 3697.209229
	Iteration 65Q: 3 clusters Score -1.087442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 85294 members 
Entering Unmasked Estep 
Score: -10874415.000000 Penalty: 3697.209229
	Iteration 66Q: 3 clusters Score -1.087442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 85297 members 
Entering Unmasked Estep 
Score: -10874417.000000 Penalty: 3697.209229
	Iteration 67Q: 3 clusters Score -1.087442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 85300 members 
Entering Unmasked Estep 
Score: -10874415.000000 Penalty: 3697.209229
	Iteration 68Q: 3 clusters Score -1.087442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
Score: -10874415.000000 Penalty: 3697.209229
	Iteration 69Q: 3 clusters Score -1.087442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
Score: -10874411.000000 Penalty: 3697.209229
	Iteration 70Q: 3 clusters Score -1.087441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
Score: -10874411.000000 Penalty: 3697.209229
	Iteration 71F: 3 clusters Score -1.087441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (69999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Entering Unmasked Estep 
Score: -8794229.000000 Penalty: 1812.888428
	Iteration 0F: 2 clusters Score -8794229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -8747838.000000 Penalty: 3625.776855
	Iteration 0F: 3 clusters Score -8747838 nChanged 33323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -8766781.000000 Penalty: 3625.776855
	Iteration 1F: 3 clusters Score -8766781 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -8767503.000000 Penalty: 3625.776855
	Iteration 2Q: 3 clusters Score -8767503 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -8768449.000000 Penalty: 3625.776855
	Iteration 3Q: 3 clusters Score -8768449 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -8770129.000000 Penalty: 3625.776855
	Iteration 4Q: 3 clusters Score -8770129 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -8772119.000000 Penalty: 3625.776855
	Iteration 5Q: 3 clusters Score -8772119 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -8774283.000000 Penalty: 3625.776855
	Iteration 6Q: 3 clusters Score -8774283 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -8776691.000000 Penalty: 3625.776855
	Iteration 7F: 3 clusters Score -8776691 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -8779452.000000 Penalty: 3625.776855
	Iteration 8F: 3 clusters Score -8779452 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -8782243.000000 Penalty: 3625.776855
	Iteration 9F: 3 clusters Score -8782243 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -8784530.000000 Penalty: 3625.776855
	Iteration 10F: 3 clusters Score -8784530 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -8785888.000000 Penalty: 3625.776855
	Iteration 11Q: 3 clusters Score -8785888 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -8786508.000000 Penalty: 3625.776855
	Iteration 12Q: 3 clusters Score -8786508 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -8786768.000000 Penalty: 3625.776855
	Iteration 13Q: 3 clusters Score -8786768 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -8786884.000000 Penalty: 3625.776855
	Iteration 14Q: 3 clusters Score -8786884 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -8786930.000000 Penalty: 3625.776855
	Iteration 15Q: 3 clusters Score -8786930 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -8786989.000000 Penalty: 3625.776855
	Iteration 16Q: 3 clusters Score -8786989 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -8787047.000000 Penalty: 3625.776855
	Iteration 17Q: 3 clusters Score -8787047 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -8787067.000000 Penalty: 3625.776855
	Iteration 18Q: 3 clusters Score -8787067 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -8787129.000000 Penalty: 3625.776855
	Iteration 19Q: 3 clusters Score -8787129 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -8787157.000000 Penalty: 3625.776855
	Iteration 20F: 3 clusters Score -8787157 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -8787212.000000 Penalty: 3625.776855
	Iteration 21Q: 3 clusters Score -8787212 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -8787297.000000 Penalty: 3625.776855
	Iteration 22Q: 3 clusters Score -8787297 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8787417.000000 Penalty: 3625.776855
	Iteration 23Q: 3 clusters Score -8787417 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -8787506.000000 Penalty: 3625.776855
	Iteration 24Q: 3 clusters Score -8787506 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -8787574.000000 Penalty: 3625.776855
	Iteration 25Q: 3 clusters Score -8787574 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -8787689.000000 Penalty: 3625.776855
	Iteration 26Q: 3 clusters Score -8787689 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -8787891.000000 Penalty: 3625.776855
	Iteration 27Q: 3 clusters Score -8787891 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -8788137.000000 Penalty: 3625.776855
	Iteration 28Q: 3 clusters Score -8788137 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -8788338.000000 Penalty: 3625.776855
	Iteration 29Q: 3 clusters Score -8788338 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -8788589.000000 Penalty: 3625.776855
	Iteration 30Q: 3 clusters Score -8788589 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -8788802.000000 Penalty: 3625.776855
	Iteration 31Q: 3 clusters Score -8788802 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -8788964.000000 Penalty: 3625.776855
	Iteration 32Q: 3 clusters Score -8788964 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -8789182.000000 Penalty: 3625.776855
	Iteration 33Q: 3 clusters Score -8789182 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -8789421.000000 Penalty: 3625.776855
	Iteration 34Q: 3 clusters Score -8789421 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -8789647.000000 Penalty: 3625.776855
	Iteration 35Q: 3 clusters Score -8789647 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -8789831.000000 Penalty: 3625.776855
	Iteration 36Q: 3 clusters Score -8789831 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -8790000.000000 Penalty: 3625.776855
	Iteration 37Q: 3 clusters Score -8790000 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -8790121.000000 Penalty: 3625.776855
	Iteration 38Q: 3 clusters Score -8790121 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -8790266.000000 Penalty: 3625.776855
	Iteration 39Q: 3 clusters Score -8790266 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 56824 members 
Entering Unmasked Estep 
Score: -8790388.000000 Penalty: 3625.776855
	Iteration 40F: 3 clusters Score -8790388 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -8790566.000000 Penalty: 3625.776855
	Iteration 41Q: 3 clusters Score -8790566 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -8790735.000000 Penalty: 3625.776855
	Iteration 42Q: 3 clusters Score -8790735 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -8790901.000000 Penalty: 3625.776855
	Iteration 43Q: 3 clusters Score -8790901 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -8791004.000000 Penalty: 3625.776855
	Iteration 44Q: 3 clusters Score -8791004 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -8791159.000000 Penalty: 3625.776855
	Iteration 45Q: 3 clusters Score -8791159 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -8791276.000000 Penalty: 3625.776855
	Iteration 46Q: 3 clusters Score -8791276 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -8791358.000000 Penalty: 3625.776855
	Iteration 47Q: 3 clusters Score -8791358 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -8791456.000000 Penalty: 3625.776855
	Iteration 48Q: 3 clusters Score -8791456 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -8791519.000000 Penalty: 3625.776855
	Iteration 49Q: 3 clusters Score -8791519 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -8791591.000000 Penalty: 3625.776855
	Iteration 50Q: 3 clusters Score -8791591 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -8791657.000000 Penalty: 3625.776855
	Iteration 51Q: 3 clusters Score -8791657 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -8791708.000000 Penalty: 3625.776855
	Iteration 52Q: 3 clusters Score -8791708 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -8791764.000000 Penalty: 3625.776855
	Iteration 53Q: 3 clusters Score -8791764 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -8791879.000000 Penalty: 3625.776855
	Iteration 54Q: 3 clusters Score -8791879 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -8791959.000000 Penalty: 3625.776855
	Iteration 55Q: 3 clusters Score -8791959 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -8792050.000000 Penalty: 3625.776855
	Iteration 56Q: 3 clusters Score -8792050 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -8792115.000000 Penalty: 3625.776855
	Iteration 57Q: 3 clusters Score -8792115 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -8792206.000000 Penalty: 3625.776855
	Iteration 58Q: 3 clusters Score -8792206 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -8792261.000000 Penalty: 3625.776855
	Iteration 59Q: 3 clusters Score -8792261 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -8792325.000000 Penalty: 3625.776855
	Iteration 60F: 3 clusters Score -8792325 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -8792349.000000 Penalty: 3625.776855
	Iteration 61Q: 3 clusters Score -8792349 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -8792391.000000 Penalty: 3625.776855
	Iteration 62Q: 3 clusters Score -8792391 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -8792433.000000 Penalty: 3625.776855
	Iteration 63Q: 3 clusters Score -8792433 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -8792455.000000 Penalty: 3625.776855
	Iteration 64Q: 3 clusters Score -8792455 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -8792516.000000 Penalty: 3625.776855
	Iteration 65Q: 3 clusters Score -8792516 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -8792531.000000 Penalty: 3625.776855
	Iteration 66Q: 3 clusters Score -8792531 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -8792553.000000 Penalty: 3625.776855
	Iteration 67Q: 3 clusters Score -8792553 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -8792579.000000 Penalty: 3625.776855
	Iteration 68Q: 3 clusters Score -8792579 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -8792602.000000 Penalty: 3625.776855
	Iteration 69Q: 3 clusters Score -8792602 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -8792604.000000 Penalty: 3625.776855
	Iteration 70Q: 3 clusters Score -8792604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -8792609.000000 Penalty: 3625.776855
	Iteration 71Q: 3 clusters Score -8792609 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -8792616.000000 Penalty: 3625.776855
	Iteration 72Q: 3 clusters Score -8792616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -8792631.000000 Penalty: 3625.776855
	Iteration 73Q: 3 clusters Score -8792631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -8792651.000000 Penalty: 3625.776855
	Iteration 74Q: 3 clusters Score -8792651 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -8792658.000000 Penalty: 3625.776855
	Iteration 75Q: 3 clusters Score -8792658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -8792663.000000 Penalty: 3625.776855
	Iteration 76Q: 3 clusters Score -8792663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -8792678.000000 Penalty: 3625.776855
	Iteration 77Q: 3 clusters Score -8792678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -8792686.000000 Penalty: 3625.776855
	Iteration 78Q: 3 clusters Score -8792686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -8792695.000000 Penalty: 3625.776855
	Iteration 79Q: 3 clusters Score -8792695 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -8792704.000000 Penalty: 3625.776855
	Iteration 80F: 3 clusters Score -8792704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -8792714.000000 Penalty: 3625.776855
	Iteration 81Q: 3 clusters Score -8792714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -8792717.000000 Penalty: 3625.776855
	Iteration 82Q: 3 clusters Score -8792717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -8792726.000000 Penalty: 3625.776855
	Iteration 83Q: 3 clusters Score -8792726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -8792735.000000 Penalty: 3625.776855
	Iteration 84Q: 3 clusters Score -8792735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -8792736.000000 Penalty: 3625.776855
	Iteration 85Q: 3 clusters Score -8792736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -8792743.000000 Penalty: 3625.776855
	Iteration 86Q: 3 clusters Score -8792743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 67422 members 
Entering Unmasked Estep 
Score: -8792749.000000 Penalty: 3625.776855
	Iteration 87Q: 3 clusters Score -8792749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -8792752.000000 Penalty: 3625.776855
	Iteration 88Q: 3 clusters Score -8792752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -8792759.000000 Penalty: 3625.776855
	Iteration 89Q: 3 clusters Score -8792759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -8792754.000000 Penalty: 3625.776855
	Iteration 90Q: 3 clusters Score -8792754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -8792746.000000 Penalty: 3625.776855
	Iteration 91Q: 3 clusters Score -8792746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -8792753.000000 Penalty: 3625.776855
	Iteration 92Q: 3 clusters Score -8792753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
Score: -8792766.000000 Penalty: 3625.776855
	Iteration 93Q: 3 clusters Score -8792766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -8792772.000000 Penalty: 3625.776855
	Iteration 94Q: 3 clusters Score -8792772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -8792774.000000 Penalty: 3625.776855
	Iteration 95Q: 3 clusters Score -8792774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -8792775.000000 Penalty: 3625.776855
	Iteration 96Q: 3 clusters Score -8792775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -8792779.000000 Penalty: 3625.776855
	Iteration 97Q: 3 clusters Score -8792779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -8792780.000000 Penalty: 3625.776855
	Iteration 98Q: 3 clusters Score -8792780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -8792778.000000 Penalty: 3625.776855
	Iteration 99Q: 3 clusters Score -8792778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -8792779.000000 Penalty: 3625.776855
	Iteration 100F: 3 clusters Score -8792779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 67624 members 
Entering Unmasked Estep 
Score: -8792784.000000 Penalty: 3625.776855
	Iteration 101Q: 3 clusters Score -8792784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -8792783.000000 Penalty: 3625.776855
	Iteration 102Q: 3 clusters Score -8792783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -8792781.000000 Penalty: 3625.776855
	Iteration 103Q: 3 clusters Score -8792781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -8792786.000000 Penalty: 3625.776855
	Iteration 104Q: 3 clusters Score -8792786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -8792773.000000 Penalty: 3625.776855
	Iteration 105Q: 3 clusters Score -8792773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -8792784.000000 Penalty: 3625.776855
	Iteration 106Q: 3 clusters Score -8792784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -8792778.000000 Penalty: 3625.776855
	Iteration 107Q: 3 clusters Score -8792778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -8792775.000000 Penalty: 3625.776855
	Iteration 108Q: 3 clusters Score -8792775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -8792776.000000 Penalty: 3625.776855
	Iteration 109Q: 3 clusters Score -8792776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -8792774.000000 Penalty: 3625.776855
	Iteration 110Q: 3 clusters Score -8792774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -8792769.000000 Penalty: 3625.776855
	Iteration 111Q: 3 clusters Score -8792769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -8792770.000000 Penalty: 3625.776855
	Iteration 112Q: 3 clusters Score -8792770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -8792769.000000 Penalty: 3625.776855
	Iteration 113Q: 3 clusters Score -8792769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -8792772.000000 Penalty: 3625.776855
	Iteration 114Q: 3 clusters Score -8792772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -8792770.000000 Penalty: 3625.776855
	Iteration 115Q: 3 clusters Score -8792770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -8792771.000000 Penalty: 3625.776855
	Iteration 116Q: 3 clusters Score -8792771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -8792771.000000 Penalty: 3625.776855
	Iteration 117Q: 3 clusters Score -8792771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -8792768.000000 Penalty: 3625.776855
	Iteration 118Q: 3 clusters Score -8792768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -8792771.000000 Penalty: 3625.776855
	Iteration 119Q: 3 clusters Score -8792771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -8792771.000000 Penalty: 3625.776855
	Iteration 120F: 3 clusters Score -8792771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (97641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97641 members 
Entering Unmasked Estep 
Score: -12204578.000000 Penalty: 1866.971069
	Iteration 0F: 2 clusters Score -1.220458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -12148016.000000 Penalty: 3733.942139
	Iteration 0F: 3 clusters Score -1.214802e+07 nChanged 46847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -12175542.000000 Penalty: 3733.942139
	Iteration 1F: 3 clusters Score -1.217554e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -12177156.000000 Penalty: 3733.942139
	Iteration 2Q: 3 clusters Score -1.217716e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -12180016.000000 Penalty: 3733.942139
	Iteration 3F: 3 clusters Score -1.218002e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -12185061.000000 Penalty: 3733.942139
	Iteration 4F: 3 clusters Score -1.218506e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 76399 members 
Entering Unmasked Estep 
Score: -12192225.000000 Penalty: 3733.942139
	Iteration 5F: 3 clusters Score -1.219222e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 83301 members 
Entering Unmasked Estep 
Score: -12199232.000000 Penalty: 3733.942139
	Iteration 6F: 3 clusters Score -1.219923e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -12202627.000000 Penalty: 3733.942139
	Iteration 7F: 3 clusters Score -1.220263e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 91984 members 
Entering Unmasked Estep 
Score: -12203672.000000 Penalty: 3733.942139
	Iteration 8Q: 3 clusters Score -1.220367e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 93987 members 
Entering Unmasked Estep 
Score: -12203911.000000 Penalty: 3733.942139
	Iteration 9Q: 3 clusters Score -1.220391e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -12203851.000000 Penalty: 3733.942139
	Iteration 10Q: 3 clusters Score -1.220385e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -12203628.000000 Penalty: 3733.942139
	Iteration 11Q: 3 clusters Score -1.220363e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -12203370.000000 Penalty: 3733.942139
	Iteration 12Q: 3 clusters Score -1.220337e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -12203296.000000 Penalty: 3733.942139
	Iteration 13Q: 3 clusters Score -1.22033e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 97102 members 
Entering Unmasked Estep 
Score: -12203196.000000 Penalty: 3733.942139
	Iteration 14Q: 3 clusters Score -1.22032e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 97206 members 
Entering Unmasked Estep 
Score: -12203195.000000 Penalty: 3733.942139
	Iteration 15Q: 3 clusters Score -1.22032e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 97271 members 
Entering Unmasked Estep 
Score: -12203225.000000 Penalty: 3733.942139
	Iteration 16Q: 3 clusters Score -1.220322e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -12203220.000000 Penalty: 3733.942139
	Iteration 17Q: 3 clusters Score -1.220322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 97336 members 
Entering Unmasked Estep 
Score: -12203220.000000 Penalty: 3733.942139
	Iteration 18Q: 3 clusters Score -1.220322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -12203233.000000 Penalty: 3733.942139
	Iteration 19Q: 3 clusters Score -1.220323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -12203239.000000 Penalty: 3733.942139
	Iteration 20F: 3 clusters Score -1.220324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -12203216.000000 Penalty: 3733.942139
	Iteration 21Q: 3 clusters Score -1.220322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 97393 members 
Entering Unmasked Estep 
Score: -12203229.000000 Penalty: 3733.942139
	Iteration 22Q: 3 clusters Score -1.220323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -12203227.000000 Penalty: 3733.942139
	Iteration 23Q: 3 clusters Score -1.220323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -12203228.000000 Penalty: 3733.942139
	Iteration 24Q: 3 clusters Score -1.220323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -12203224.000000 Penalty: 3733.942139
	Iteration 25Q: 3 clusters Score -1.220322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -12203228.000000 Penalty: 3733.942139
	Iteration 26Q: 3 clusters Score -1.220323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -12203239.000000 Penalty: 3733.942139
	Iteration 27Q: 3 clusters Score -1.220324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -12203239.000000 Penalty: 3733.942139
	Iteration 28F: 3 clusters Score -1.220324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Entering Unmasked Estep 
Score: -448219.218750 Penalty: 1343.209961
	Iteration 0F: 2 clusters Score -448219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -444940.125000 Penalty: 2686.419922
	Iteration 0F: 3 clusters Score -444940.1 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -445931.625000 Penalty: 2686.419922
	Iteration 1F: 3 clusters Score -445931.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -446188.781250 Penalty: 2686.419922
	Iteration 2F: 3 clusters Score -446188.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -446489.375000 Penalty: 2686.419922
	Iteration 3F: 3 clusters Score -446489.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -446832.281250 Penalty: 2686.419922
	Iteration 4F: 3 clusters Score -446832.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -447206.312500 Penalty: 2686.419922
	Iteration 5F: 3 clusters Score -447206.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -447531.937500 Penalty: 2686.419922
	Iteration 6F: 3 clusters Score -447531.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -447773.468750 Penalty: 2686.419922
	Iteration 7F: 3 clusters Score -447773.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -447873.125000 Penalty: 2686.419922
	Iteration 8Q: 3 clusters Score -447873.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -447900.500000 Penalty: 2686.419922
	Iteration 9Q: 3 clusters Score -447900.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -447915.031250 Penalty: 2686.419922
	Iteration 10Q: 3 clusters Score -447915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -447921.406250 Penalty: 2686.419922
	Iteration 11Q: 3 clusters Score -447921.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -447928.218750 Penalty: 2686.419922
	Iteration 12Q: 3 clusters Score -447928.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -447932.593750 Penalty: 2686.419922
	Iteration 13Q: 3 clusters Score -447932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -447934.781250 Penalty: 2686.419922
	Iteration 14Q: 3 clusters Score -447934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -447937.750000 Penalty: 2686.419922
	Iteration 15Q: 3 clusters Score -447937.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -447940.843750 Penalty: 2686.419922
	Iteration 16Q: 3 clusters Score -447940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -447942.343750 Penalty: 2686.419922
	Iteration 17Q: 3 clusters Score -447942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -447943.031250 Penalty: 2686.419922
	Iteration 18Q: 3 clusters Score -447943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -447943.031250 Penalty: 2686.419922
	Iteration 19F: 3 clusters Score -447943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (100591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100591 members 
Entering Unmasked Estep 
Score: -12668651.000000 Penalty: 1871.807861
	Iteration 0F: 2 clusters Score -1.266865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -12613839.000000 Penalty: 3743.615723
	Iteration 0F: 3 clusters Score -1.261384e+07 nChanged 48195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -12642520.000000 Penalty: 3743.615723
	Iteration 1F: 3 clusters Score -1.264252e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -12644229.000000 Penalty: 3743.615723
	Iteration 2Q: 3 clusters Score -1.264423e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -12647121.000000 Penalty: 3743.615723
	Iteration 3F: 3 clusters Score -1.264712e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -12651191.000000 Penalty: 3743.615723
	Iteration 4F: 3 clusters Score -1.265119e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -12656176.000000 Penalty: 3743.615723
	Iteration 5F: 3 clusters Score -1.265618e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -12661368.000000 Penalty: 3743.615723
	Iteration 6F: 3 clusters Score -1.266137e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -12665240.000000 Penalty: 3743.615723
	Iteration 7F: 3 clusters Score -1.266524e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -12669841.000000 Penalty: 3743.615723
	Iteration 8F: 3 clusters Score -1.266984e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -12672678.000000 Penalty: 3743.615723
	Iteration 9Q: 3 clusters Score -1.267268e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -12673255.000000 Penalty: 3743.615723
	Iteration 10Q: 3 clusters Score -1.267326e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -12673262.000000 Penalty: 3743.615723
	Iteration 11Q: 3 clusters Score -1.267326e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -12673174.000000 Penalty: 3743.615723
	Iteration 12Q: 3 clusters Score -1.267317e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92537 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -12673027.000000 Penalty: 3743.615723
	Iteration 13Q: 3 clusters Score -1.267303e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -12672903.000000 Penalty: 3743.615723
	Iteration 14Q: 3 clusters Score -1.26729e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -12672673.000000 Penalty: 3743.615723
	Iteration 15Q: 3 clusters Score -1.267267e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -12672498.000000 Penalty: 3743.615723
	Iteration 16Q: 3 clusters Score -1.26725e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -12672386.000000 Penalty: 3743.615723
	Iteration 17Q: 3 clusters Score -1.267239e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94361 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -12672426.000000 Penalty: 3743.615723
	Iteration 18Q: 3 clusters Score -1.267243e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -12672281.000000 Penalty: 3743.615723
	Iteration 19Q: 3 clusters Score -1.267228e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94670 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -12672257.000000 Penalty: 3743.615723
	Iteration 20F: 3 clusters Score -1.267226e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -12672230.000000 Penalty: 3743.615723
	Iteration 21Q: 3 clusters Score -1.267223e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -12672289.000000 Penalty: 3743.615723
	Iteration 22Q: 3 clusters Score -1.267229e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -12672250.000000 Penalty: 3743.615723
	Iteration 23Q: 3 clusters Score -1.267225e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -12672259.000000 Penalty: 3743.615723
	Iteration 24Q: 3 clusters Score -1.267226e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -12672300.000000 Penalty: 3743.615723
	Iteration 25Q: 3 clusters Score -1.26723e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94926 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -12672301.000000 Penalty: 3743.615723
	Iteration 26Q: 3 clusters Score -1.26723e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -12672286.000000 Penalty: 3743.615723
	Iteration 27Q: 3 clusters Score -1.267229e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -12672281.000000 Penalty: 3743.615723
	Iteration 28Q: 3 clusters Score -1.267228e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -12672298.000000 Penalty: 3743.615723
	Iteration 29Q: 3 clusters Score -1.26723e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94970 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -12672307.000000 Penalty: 3743.615723
	Iteration 30Q: 3 clusters Score -1.267231e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -12672280.000000 Penalty: 3743.615723
	Iteration 31Q: 3 clusters Score -1.267228e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -12672287.000000 Penalty: 3743.615723
	Iteration 32Q: 3 clusters Score -1.267229e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -12672294.000000 Penalty: 3743.615723
	Iteration 33Q: 3 clusters Score -1.267229e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -12672292.000000 Penalty: 3743.615723
	Iteration 34Q: 3 clusters Score -1.267229e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -12672329.000000 Penalty: 3743.615723
	Iteration 35Q: 3 clusters Score -1.267233e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -12672302.000000 Penalty: 3743.615723
	Iteration 36Q: 3 clusters Score -1.26723e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -12672291.000000 Penalty: 3743.615723
	Iteration 37Q: 3 clusters Score -1.267229e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -12672289.000000 Penalty: 3743.615723
	Iteration 38Q: 3 clusters Score -1.267229e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -12672308.000000 Penalty: 3743.615723
	Iteration 39Q: 3 clusters Score -1.267231e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94992 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -12672326.000000 Penalty: 3743.615723
	Iteration 40F: 3 clusters Score -1.267233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94995 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -12672330.000000 Penalty: 3743.615723
	Iteration 41Q: 3 clusters Score -1.267233e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -12672346.000000 Penalty: 3743.615723
	Iteration 42Q: 3 clusters Score -1.267235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -12672352.000000 Penalty: 3743.615723
	Iteration 43Q: 3 clusters Score -1.267235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -12672347.000000 Penalty: 3743.615723
	Iteration 44Q: 3 clusters Score -1.267235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -12672351.000000 Penalty: 3743.615723
	Iteration 45Q: 3 clusters Score -1.267235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -12672352.000000 Penalty: 3743.615723
	Iteration 46Q: 3 clusters Score -1.267235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -12672341.000000 Penalty: 3743.615723
	Iteration 47Q: 3 clusters Score -1.267234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -12672340.000000 Penalty: 3743.615723
	Iteration 48Q: 3 clusters Score -1.267234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95006 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -12672346.000000 Penalty: 3743.615723
	Iteration 49Q: 3 clusters Score -1.267235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95011 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -12672333.000000 Penalty: 3743.615723
	Iteration 50Q: 3 clusters Score -1.267233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95018 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -12672350.000000 Penalty: 3743.615723
	Iteration 51Q: 3 clusters Score -1.267235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -12672336.000000 Penalty: 3743.615723
	Iteration 52Q: 3 clusters Score -1.267234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95037 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -12672331.000000 Penalty: 3743.615723
	Iteration 53Q: 3 clusters Score -1.267233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -12672320.000000 Penalty: 3743.615723
	Iteration 54Q: 3 clusters Score -1.267232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -12672332.000000 Penalty: 3743.615723
	Iteration 55Q: 3 clusters Score -1.267233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -12672322.000000 Penalty: 3743.615723
	Iteration 56Q: 3 clusters Score -1.267232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -12672317.000000 Penalty: 3743.615723
	Iteration 57Q: 3 clusters Score -1.267232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95071 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -12672311.000000 Penalty: 3743.615723
	Iteration 58Q: 3 clusters Score -1.267231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -12672312.000000 Penalty: 3743.615723
	Iteration 59Q: 3 clusters Score -1.267231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -12672306.000000 Penalty: 3743.615723
	Iteration 60F: 3 clusters Score -1.267231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -12672303.000000 Penalty: 3743.615723
	Iteration 61Q: 3 clusters Score -1.26723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95103 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -12672319.000000 Penalty: 3743.615723
	Iteration 62Q: 3 clusters Score -1.267232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -12672307.000000 Penalty: 3743.615723
	Iteration 63Q: 3 clusters Score -1.267231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95116 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -12672306.000000 Penalty: 3743.615723
	Iteration 64Q: 3 clusters Score -1.267231e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -12672324.000000 Penalty: 3743.615723
	Iteration 65Q: 3 clusters Score -1.267232e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95128 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -12672309.000000 Penalty: 3743.615723
	Iteration 66Q: 3 clusters Score -1.267231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -12672301.000000 Penalty: 3743.615723
	Iteration 67Q: 3 clusters Score -1.26723e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95129 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -12672305.000000 Penalty: 3743.615723
	Iteration 68Q: 3 clusters Score -1.26723e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -12672311.000000 Penalty: 3743.615723
	Iteration 69Q: 3 clusters Score -1.267231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95123 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -12672326.000000 Penalty: 3743.615723
	Iteration 70Q: 3 clusters Score -1.267233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -12672334.000000 Penalty: 3743.615723
	Iteration 71Q: 3 clusters Score -1.267233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95123 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -12672333.000000 Penalty: 3743.615723
	Iteration 72Q: 3 clusters Score -1.267233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95129 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -12672320.000000 Penalty: 3743.615723
	Iteration 73Q: 3 clusters Score -1.267232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -12672311.000000 Penalty: 3743.615723
	Iteration 74Q: 3 clusters Score -1.267231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -12672323.000000 Penalty: 3743.615723
	Iteration 75Q: 3 clusters Score -1.267232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95134 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -12672321.000000 Penalty: 3743.615723
	Iteration 76Q: 3 clusters Score -1.267232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -12672308.000000 Penalty: 3743.615723
	Iteration 77Q: 3 clusters Score -1.267231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -12672319.000000 Penalty: 3743.615723
	Iteration 78Q: 3 clusters Score -1.267232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -12672318.000000 Penalty: 3743.615723
	Iteration 79Q: 3 clusters Score -1.267232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -12672322.000000 Penalty: 3743.615723
	Iteration 80F: 3 clusters Score -1.267232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 72863 members 
Mstep: Class 3 contains 87206 members 
Mstep: Class 4 contains 69999 members 
Mstep: Class 5 contains 97641 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 95132 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 97361 members 
Mstep: Class 13 contains 73655 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 14708 members 
Mstep: Class 19 contains 72511 members 
Mstep: Class 20 contains 87249 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 5459 members 
Entering Unmasked Estep 
Score: -102181904.000000 Penalty: 64290.734375
Splitting cluster 7 changes total score from -102178296.000000 to -102181904.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 8 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -48116.250000 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -48116.25 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 230 members 
Entering Unmasked Estep 
Score: -47125.261719 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -47125.26 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47259.238281 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -47259.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47339.972656 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -47339.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47379.558594 Penalty: 1991.941284
	Iteration 3Q: 3 clusters Score -47379.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47396.656250 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -47396.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47404.707031 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -47404.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47410.800781 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -47410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47418.437500 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -47418.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47434.132812 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -47434.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47463.140625 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -47463.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47523.156250 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -47523.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47574.933594 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -47574.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47613.972656 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -47613.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47642.496094 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -47642.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47654.832031 Penalty: 1991.941284
	Iteration 14Q: 3 clusters Score -47654.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47664.128906 Penalty: 1991.941284
	Iteration 15Q: 3 clusters Score -47664.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47677.804688 Penalty: 1991.941284
	Iteration 16Q: 3 clusters Score -47677.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47684.320312 Penalty: 1991.941284
	Iteration 17Q: 3 clusters Score -47684.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47694.453125 Penalty: 1991.941284
	Iteration 18Q: 3 clusters Score -47694.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47712.257812 Penalty: 1991.941284
	Iteration 19Q: 3 clusters Score -47712.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47746.355469 Penalty: 1991.941284
	Iteration 20F: 3 clusters Score -47746.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47768.839844 Penalty: 1991.941284
	Iteration 21Q: 3 clusters Score -47768.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47773.054688 Penalty: 1991.941284
	Iteration 22Q: 3 clusters Score -47773.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47779.257812 Penalty: 1991.941284
	Iteration 23Q: 3 clusters Score -47779.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47781.101562 Penalty: 1991.941284
	Iteration 24Q: 3 clusters Score -47781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47781.101562 Penalty: 1991.941284
	Iteration 25F: 3 clusters Score -47781.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Entering Unmasked Estep 
Score: -1708432.750000 Penalty: 1552.882080
	Iteration 0F: 2 clusters Score -1708433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1698617.125000 Penalty: 3105.764160
	Iteration 0F: 3 clusters Score -1698617 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1701923.000000 Penalty: 3105.764160
	Iteration 1F: 3 clusters Score -1701923 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1702190.625000 Penalty: 3105.764160
	Iteration 2Q: 3 clusters Score -1702191 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1702514.750000 Penalty: 3105.764160
	Iteration 3Q: 3 clusters Score -1702515 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1702894.000000 Penalty: 3105.764160
	Iteration 4Q: 3 clusters Score -1702894 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1703361.750000 Penalty: 3105.764160
	Iteration 5Q: 3 clusters Score -1703362 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1703946.125000 Penalty: 3105.764160
	Iteration 6F: 3 clusters Score -1703946 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1704623.000000 Penalty: 3105.764160
	Iteration 7F: 3 clusters Score -1704623 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1705338.375000 Penalty: 3105.764160
	Iteration 8F: 3 clusters Score -1705338 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1705988.750000 Penalty: 3105.764160
	Iteration 9F: 3 clusters Score -1705989 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1706407.375000 Penalty: 3105.764160
	Iteration 10F: 3 clusters Score -1706407 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1706655.000000 Penalty: 3105.764160
	Iteration 11Q: 3 clusters Score -1706655 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1706798.750000 Penalty: 3105.764160
	Iteration 12Q: 3 clusters Score -1706799 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1706868.125000 Penalty: 3105.764160
	Iteration 13Q: 3 clusters Score -1706868 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1706913.875000 Penalty: 3105.764160
	Iteration 14Q: 3 clusters Score -1706914 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1706951.750000 Penalty: 3105.764160
	Iteration 15Q: 3 clusters Score -1706952 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1706984.625000 Penalty: 3105.764160
	Iteration 16Q: 3 clusters Score -1706985 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1707014.750000 Penalty: 3105.764160
	Iteration 17Q: 3 clusters Score -1707015 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1707050.625000 Penalty: 3105.764160
	Iteration 18Q: 3 clusters Score -1707051 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1707085.875000 Penalty: 3105.764160
	Iteration 19Q: 3 clusters Score -1707086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1707118.875000 Penalty: 3105.764160
	Iteration 20F: 3 clusters Score -1707119 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1707140.875000 Penalty: 3105.764160
	Iteration 21Q: 3 clusters Score -1707141 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1707164.375000 Penalty: 3105.764160
	Iteration 22Q: 3 clusters Score -1707164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1707183.375000 Penalty: 3105.764160
	Iteration 23Q: 3 clusters Score -1707183 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1707193.500000 Penalty: 3105.764160
	Iteration 24Q: 3 clusters Score -1707194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1707197.875000 Penalty: 3105.764160
	Iteration 25Q: 3 clusters Score -1707198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1707205.750000 Penalty: 3105.764160
	Iteration 26Q: 3 clusters Score -1707206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1707207.875000 Penalty: 3105.764160
	Iteration 27Q: 3 clusters Score -1707208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1707216.625000 Penalty: 3105.764160
	Iteration 28Q: 3 clusters Score -1707217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1707220.625000 Penalty: 3105.764160
	Iteration 29Q: 3 clusters Score -1707221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1707222.250000 Penalty: 3105.764160
	Iteration 30Q: 3 clusters Score -1707222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1707224.125000 Penalty: 3105.764160
	Iteration 31Q: 3 clusters Score -1707224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1707224.250000 Penalty: 3105.764160
	Iteration 32Q: 3 clusters Score -1707224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1707229.125000 Penalty: 3105.764160
	Iteration 33Q: 3 clusters Score -1707229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1707236.500000 Penalty: 3105.764160
	Iteration 34Q: 3 clusters Score -1707236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1707239.125000 Penalty: 3105.764160
	Iteration 35Q: 3 clusters Score -1707239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1707241.125000 Penalty: 3105.764160
	Iteration 36Q: 3 clusters Score -1707241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1707241.625000 Penalty: 3105.764160
	Iteration 37Q: 3 clusters Score -1707242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1707242.875000 Penalty: 3105.764160
	Iteration 38Q: 3 clusters Score -1707243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1707246.250000 Penalty: 3105.764160
	Iteration 39Q: 3 clusters Score -1707246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1707248.125000 Penalty: 3105.764160
	Iteration 40F: 3 clusters Score -1707248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1707251.375000 Penalty: 3105.764160
	Iteration 41Q: 3 clusters Score -1707251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1707258.125000 Penalty: 3105.764160
	Iteration 42Q: 3 clusters Score -1707258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1707268.000000 Penalty: 3105.764160
	Iteration 43Q: 3 clusters Score -1707268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1707269.375000 Penalty: 3105.764160
	Iteration 44Q: 3 clusters Score -1707269 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1707277.750000 Penalty: 3105.764160
	Iteration 45Q: 3 clusters Score -1707278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1707292.375000 Penalty: 3105.764160
	Iteration 46Q: 3 clusters Score -1707292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1707300.875000 Penalty: 3105.764160
	Iteration 47Q: 3 clusters Score -1707301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1707314.375000 Penalty: 3105.764160
	Iteration 48Q: 3 clusters Score -1707314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1707330.500000 Penalty: 3105.764160
	Iteration 49Q: 3 clusters Score -1707330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1707343.375000 Penalty: 3105.764160
	Iteration 50Q: 3 clusters Score -1707343 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1707360.500000 Penalty: 3105.764160
	Iteration 51Q: 3 clusters Score -1707360 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1707379.375000 Penalty: 3105.764160
	Iteration 52Q: 3 clusters Score -1707379 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1707400.375000 Penalty: 3105.764160
	Iteration 53Q: 3 clusters Score -1707400 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1707416.375000 Penalty: 3105.764160
	Iteration 54Q: 3 clusters Score -1707416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1707441.250000 Penalty: 3105.764160
	Iteration 55Q: 3 clusters Score -1707441 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1707462.875000 Penalty: 3105.764160
	Iteration 56Q: 3 clusters Score -1707463 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1707490.500000 Penalty: 3105.764160
	Iteration 57Q: 3 clusters Score -1707490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1707511.875000 Penalty: 3105.764160
	Iteration 58Q: 3 clusters Score -1707512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1707535.375000 Penalty: 3105.764160
	Iteration 59Q: 3 clusters Score -1707535 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1707544.250000 Penalty: 3105.764160
	Iteration 60F: 3 clusters Score -1707544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1707562.625000 Penalty: 3105.764160
	Iteration 61Q: 3 clusters Score -1707563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1707584.625000 Penalty: 3105.764160
	Iteration 62Q: 3 clusters Score -1707585 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1707605.750000 Penalty: 3105.764160
	Iteration 63Q: 3 clusters Score -1707606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1707636.250000 Penalty: 3105.764160
	Iteration 64Q: 3 clusters Score -1707636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1707658.625000 Penalty: 3105.764160
	Iteration 65Q: 3 clusters Score -1707659 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1707682.750000 Penalty: 3105.764160
	Iteration 66Q: 3 clusters Score -1707683 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1707709.875000 Penalty: 3105.764160
	Iteration 67Q: 3 clusters Score -1707710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1707730.000000 Penalty: 3105.764160
	Iteration 68Q: 3 clusters Score -1707730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1707752.250000 Penalty: 3105.764160
	Iteration 69Q: 3 clusters Score -1707752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1707773.500000 Penalty: 3105.764160
	Iteration 70Q: 3 clusters Score -1707774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1707794.375000 Penalty: 3105.764160
	Iteration 71Q: 3 clusters Score -1707794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1707823.375000 Penalty: 3105.764160
	Iteration 72Q: 3 clusters Score -1707823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1707842.000000 Penalty: 3105.764160
	Iteration 73Q: 3 clusters Score -1707842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1707867.250000 Penalty: 3105.764160
	Iteration 74Q: 3 clusters Score -1707867 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1707888.875000 Penalty: 3105.764160
	Iteration 75Q: 3 clusters Score -1707889 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1707913.750000 Penalty: 3105.764160
	Iteration 76Q: 3 clusters Score -1707914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1707930.125000 Penalty: 3105.764160
	Iteration 77Q: 3 clusters Score -1707930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1707951.125000 Penalty: 3105.764160
	Iteration 78Q: 3 clusters Score -1707951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1707980.500000 Penalty: 3105.764160
	Iteration 79Q: 3 clusters Score -1707980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1707999.250000 Penalty: 3105.764160
	Iteration 80F: 3 clusters Score -1707999 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1708022.625000 Penalty: 3105.764160
	Iteration 81Q: 3 clusters Score -1708023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1708049.250000 Penalty: 3105.764160
	Iteration 82Q: 3 clusters Score -1708049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1708061.750000 Penalty: 3105.764160
	Iteration 83Q: 3 clusters Score -1708062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1708076.125000 Penalty: 3105.764160
	Iteration 84Q: 3 clusters Score -1708076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1708086.375000 Penalty: 3105.764160
	Iteration 85Q: 3 clusters Score -1708086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1708088.125000 Penalty: 3105.764160
	Iteration 86Q: 3 clusters Score -1708088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1708092.375000 Penalty: 3105.764160
	Iteration 87Q: 3 clusters Score -1708092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1708102.625000 Penalty: 3105.764160
	Iteration 88Q: 3 clusters Score -1708103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1708111.000000 Penalty: 3105.764160
	Iteration 89Q: 3 clusters Score -1708111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1708118.000000 Penalty: 3105.764160
	Iteration 90Q: 3 clusters Score -1708118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1708119.875000 Penalty: 3105.764160
	Iteration 91Q: 3 clusters Score -1708120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1708121.875000 Penalty: 3105.764160
	Iteration 92Q: 3 clusters Score -1708122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1708121.625000 Penalty: 3105.764160
	Iteration 93Q: 3 clusters Score -1708122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1708121.625000 Penalty: 3105.764160
	Iteration 94Q: 3 clusters Score -1708122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1708126.125000 Penalty: 3105.764160
	Iteration 95Q: 3 clusters Score -1708126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1708126.250000 Penalty: 3105.764160
	Iteration 96Q: 3 clusters Score -1708126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1708124.875000 Penalty: 3105.764160
	Iteration 97Q: 3 clusters Score -1708125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1708128.125000 Penalty: 3105.764160
	Iteration 98Q: 3 clusters Score -1708128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1708129.375000 Penalty: 3105.764160
	Iteration 99Q: 3 clusters Score -1708129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1708132.125000 Penalty: 3105.764160
	Iteration 100F: 3 clusters Score -1708132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1708133.500000 Penalty: 3105.764160
	Iteration 101Q: 3 clusters Score -1708134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1708131.875000 Penalty: 3105.764160
	Iteration 102Q: 3 clusters Score -1708132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1708132.625000 Penalty: 3105.764160
	Iteration 103Q: 3 clusters Score -1708133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1708135.000000 Penalty: 3105.764160
	Iteration 104Q: 3 clusters Score -1708135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1708134.250000 Penalty: 3105.764160
	Iteration 105Q: 3 clusters Score -1708134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1708134.500000 Penalty: 3105.764160
	Iteration 106Q: 3 clusters Score -1708134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1708135.250000 Penalty: 3105.764160
	Iteration 107Q: 3 clusters Score -1708135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1708135.000000 Penalty: 3105.764160
	Iteration 108Q: 3 clusters Score -1708135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1708135.000000 Penalty: 3105.764160
	Iteration 109F: 3 clusters Score -1708135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -212541.937500 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -212541.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -210609.062500 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -210609.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -211419.578125 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -211419.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -211941.109375 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -211941.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -212317.359375 Penalty: 2457.871338
	Iteration 3F: 3 clusters Score -212317.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -212515.125000 Penalty: 2457.871338
	Iteration 4F: 3 clusters Score -212515.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -212665.500000 Penalty: 2457.871338
	Iteration 5Q: 3 clusters Score -212665.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -212711.890625 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -212711.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -212737.609375 Penalty: 2457.871338
	Iteration 7Q: 3 clusters Score -212737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -212745.796875 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -212745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -212751.734375 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -212751.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -212758.734375 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -212758.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -212761.609375 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -212761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -212766.062500 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -212766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -212768.187500 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -212768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -212770.187500 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -212770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -212772.046875 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -212772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -212772.671875 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -212772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -212774.000000 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -212774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -212774.406250 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -212774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -212774.406250 Penalty: 2457.871338
	Iteration 19F: 3 clusters Score -212774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 72863 members 
Mstep: Class 3 contains 87206 members 
Mstep: Class 4 contains 69999 members 
Mstep: Class 5 contains 97641 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 95132 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 97361 members 
Mstep: Class 13 contains 73655 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 14708 members 
Mstep: Class 19 contains 72511 members 
Mstep: Class 20 contains 87249 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 5459 members 
Mstep: Class 30 contains 1532 members 
Entering Unmasked Estep 
Score: -102181144.000000 Penalty: 66507.656250
Splitting cluster 10 changes total score from -102178296.000000 to -102181144.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -270941.187500 Penalty: 1258.140381
	Iteration 0F: 2 clusters Score -270941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -268619.281250 Penalty: 2516.280762
	Iteration 0F: 3 clusters Score -268619.3 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -269252.687500 Penalty: 2516.280762
	Iteration 1F: 3 clusters Score -269252.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -269489.593750 Penalty: 2516.280762
	Iteration 2F: 3 clusters Score -269489.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -269637.000000 Penalty: 2516.280762
	Iteration 3F: 3 clusters Score -269637 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -269736.187500 Penalty: 2516.280762
	Iteration 4F: 3 clusters Score -269736.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -269810.500000 Penalty: 2516.280762
	Iteration 5Q: 3 clusters Score -269810.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -269891.687500 Penalty: 2516.280762
	Iteration 6Q: 3 clusters Score -269891.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -269948.812500 Penalty: 2516.280762
	Iteration 7Q: 3 clusters Score -269948.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -269999.312500 Penalty: 2516.280762
	Iteration 8Q: 3 clusters Score -269999.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -270054.593750 Penalty: 2516.280762
	Iteration 9Q: 3 clusters Score -270054.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -270099.437500 Penalty: 2516.280762
	Iteration 10Q: 3 clusters Score -270099.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -270132.781250 Penalty: 2516.280762
	Iteration 11Q: 3 clusters Score -270132.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -270161.468750 Penalty: 2516.280762
	Iteration 12Q: 3 clusters Score -270161.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -270180.906250 Penalty: 2516.280762
	Iteration 13Q: 3 clusters Score -270180.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -270199.562500 Penalty: 2516.280762
	Iteration 14Q: 3 clusters Score -270199.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -270215.781250 Penalty: 2516.280762
	Iteration 15Q: 3 clusters Score -270215.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -270236.781250 Penalty: 2516.280762
	Iteration 16Q: 3 clusters Score -270236.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -270262.375000 Penalty: 2516.280762
	Iteration 17Q: 3 clusters Score -270262.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -270286.000000 Penalty: 2516.280762
	Iteration 18Q: 3 clusters Score -270286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -270298.062500 Penalty: 2516.280762
	Iteration 19Q: 3 clusters Score -270298.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -270313.125000 Penalty: 2516.280762
	Iteration 20F: 3 clusters Score -270313.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -270325.718750 Penalty: 2516.280762
	Iteration 21Q: 3 clusters Score -270325.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -270332.593750 Penalty: 2516.280762
	Iteration 22Q: 3 clusters Score -270332.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -270342.437500 Penalty: 2516.280762
	Iteration 23Q: 3 clusters Score -270342.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -270349.000000 Penalty: 2516.280762
	Iteration 24Q: 3 clusters Score -270349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -270354.281250 Penalty: 2516.280762
	Iteration 25Q: 3 clusters Score -270354.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -270357.156250 Penalty: 2516.280762
	Iteration 26Q: 3 clusters Score -270357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -270360.500000 Penalty: 2516.280762
	Iteration 27Q: 3 clusters Score -270360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -270361.687500 Penalty: 2516.280762
	Iteration 28Q: 3 clusters Score -270361.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -270363.000000 Penalty: 2516.280762
	Iteration 29Q: 3 clusters Score -270363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -270364.562500 Penalty: 2516.280762
	Iteration 30Q: 3 clusters Score -270364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -270365.500000 Penalty: 2516.280762
	Iteration 31Q: 3 clusters Score -270365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -270366.687500 Penalty: 2516.280762
	Iteration 32Q: 3 clusters Score -270366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -270367.500000 Penalty: 2516.280762
	Iteration 33Q: 3 clusters Score -270367.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -270367.437500 Penalty: 2516.280762
	Iteration 34Q: 3 clusters Score -270367.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -270367.437500 Penalty: 2516.280762
	Iteration 35F: 3 clusters Score -270367.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (97361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Entering Unmasked Estep 
Score: -11977560.000000 Penalty: 1866.504395
	Iteration 0F: 2 clusters Score -1.197756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -11913857.000000 Penalty: 3733.008789
	Iteration 0F: 3 clusters Score -1.191386e+07 nChanged 46688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -11941263.000000 Penalty: 3733.008789
	Iteration 1F: 3 clusters Score -1.194126e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -11942332.000000 Penalty: 3733.008789
	Iteration 2Q: 3 clusters Score -1.194233e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -11944159.000000 Penalty: 3733.008789
	Iteration 3Q: 3 clusters Score -1.194416e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -11946659.000000 Penalty: 3733.008789
	Iteration 4Q: 3 clusters Score -1.194666e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -11950331.000000 Penalty: 3733.008789
	Iteration 5F: 3 clusters Score -1.195033e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -11955001.000000 Penalty: 3733.008789
	Iteration 6F: 3 clusters Score -1.1955e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -11960106.000000 Penalty: 3733.008789
	Iteration 7F: 3 clusters Score -1.196011e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -11963963.000000 Penalty: 3733.008789
	Iteration 8F: 3 clusters Score -1.196396e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -11966209.000000 Penalty: 3733.008789
	Iteration 9Q: 3 clusters Score -1.196621e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -11967555.000000 Penalty: 3733.008789
	Iteration 10Q: 3 clusters Score -1.196756e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -11968535.000000 Penalty: 3733.008789
	Iteration 11Q: 3 clusters Score -1.196854e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -11969469.000000 Penalty: 3733.008789
	Iteration 12Q: 3 clusters Score -1.196947e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -11970094.000000 Penalty: 3733.008789
	Iteration 13Q: 3 clusters Score -1.197009e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -11970556.000000 Penalty: 3733.008789
	Iteration 14Q: 3 clusters Score -1.197056e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -11970895.000000 Penalty: 3733.008789
	Iteration 15Q: 3 clusters Score -1.19709e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -11971222.000000 Penalty: 3733.008789
	Iteration 16Q: 3 clusters Score -1.197122e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -11971448.000000 Penalty: 3733.008789
	Iteration 17Q: 3 clusters Score -1.197145e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -11971650.000000 Penalty: 3733.008789
	Iteration 18Q: 3 clusters Score -1.197165e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -11971862.000000 Penalty: 3733.008789
	Iteration 19Q: 3 clusters Score -1.197186e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -11972036.000000 Penalty: 3733.008789
	Iteration 20F: 3 clusters Score -1.197204e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -11972231.000000 Penalty: 3733.008789
	Iteration 21Q: 3 clusters Score -1.197223e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -11972410.000000 Penalty: 3733.008789
	Iteration 22Q: 3 clusters Score -1.197241e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -11972591.000000 Penalty: 3733.008789
	Iteration 23Q: 3 clusters Score -1.197259e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -11972737.000000 Penalty: 3733.008789
	Iteration 24Q: 3 clusters Score -1.197274e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -11972937.000000 Penalty: 3733.008789
	Iteration 25Q: 3 clusters Score -1.197294e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -11973064.000000 Penalty: 3733.008789
	Iteration 26Q: 3 clusters Score -1.197306e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -11973221.000000 Penalty: 3733.008789
	Iteration 27Q: 3 clusters Score -1.197322e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -11973416.000000 Penalty: 3733.008789
	Iteration 28Q: 3 clusters Score -1.197342e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -11973566.000000 Penalty: 3733.008789
	Iteration 29Q: 3 clusters Score -1.197357e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -11973827.000000 Penalty: 3733.008789
	Iteration 30Q: 3 clusters Score -1.197383e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -11974001.000000 Penalty: 3733.008789
	Iteration 31Q: 3 clusters Score -1.1974e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -11974071.000000 Penalty: 3733.008789
	Iteration 32Q: 3 clusters Score -1.197407e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -11974208.000000 Penalty: 3733.008789
	Iteration 33Q: 3 clusters Score -1.197421e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -11974276.000000 Penalty: 3733.008789
	Iteration 34Q: 3 clusters Score -1.197428e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -11974379.000000 Penalty: 3733.008789
	Iteration 35Q: 3 clusters Score -1.197438e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -11974454.000000 Penalty: 3733.008789
	Iteration 36Q: 3 clusters Score -1.197445e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -11974477.000000 Penalty: 3733.008789
	Iteration 37Q: 3 clusters Score -1.197448e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -11974522.000000 Penalty: 3733.008789
	Iteration 38Q: 3 clusters Score -1.197452e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -11974542.000000 Penalty: 3733.008789
	Iteration 39Q: 3 clusters Score -1.197454e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -11974595.000000 Penalty: 3733.008789
	Iteration 40F: 3 clusters Score -1.19746e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -11974606.000000 Penalty: 3733.008789
	Iteration 41Q: 3 clusters Score -1.197461e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -11974600.000000 Penalty: 3733.008789
	Iteration 42Q: 3 clusters Score -1.19746e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -11974597.000000 Penalty: 3733.008789
	Iteration 43Q: 3 clusters Score -1.19746e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -11974613.000000 Penalty: 3733.008789
	Iteration 44Q: 3 clusters Score -1.197461e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -11974611.000000 Penalty: 3733.008789
	Iteration 45Q: 3 clusters Score -1.197461e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -11974613.000000 Penalty: 3733.008789
	Iteration 46Q: 3 clusters Score -1.197461e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -11974632.000000 Penalty: 3733.008789
	Iteration 47Q: 3 clusters Score -1.197463e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -11974628.000000 Penalty: 3733.008789
	Iteration 48Q: 3 clusters Score -1.197463e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -11974642.000000 Penalty: 3733.008789
	Iteration 49Q: 3 clusters Score -1.197464e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -11974664.000000 Penalty: 3733.008789
	Iteration 50Q: 3 clusters Score -1.197466e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -11974648.000000 Penalty: 3733.008789
	Iteration 51Q: 3 clusters Score -1.197465e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -11974648.000000 Penalty: 3733.008789
	Iteration 52Q: 3 clusters Score -1.197465e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -11974629.000000 Penalty: 3733.008789
	Iteration 53Q: 3 clusters Score -1.197463e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -11974644.000000 Penalty: 3733.008789
	Iteration 54Q: 3 clusters Score -1.197464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -11974644.000000 Penalty: 3733.008789
	Iteration 55Q: 3 clusters Score -1.197464e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -11974635.000000 Penalty: 3733.008789
	Iteration 56Q: 3 clusters Score -1.197464e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -11974644.000000 Penalty: 3733.008789
	Iteration 57Q: 3 clusters Score -1.197464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 69620 members 
Entering Unmasked Estep 
Score: -11974635.000000 Penalty: 3733.008789
	Iteration 58Q: 3 clusters Score -1.197464e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -11974640.000000 Penalty: 3733.008789
	Iteration 59Q: 3 clusters Score -1.197464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -11974652.000000 Penalty: 3733.008789
	Iteration 60F: 3 clusters Score -1.197465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -11974662.000000 Penalty: 3733.008789
	Iteration 61Q: 3 clusters Score -1.197466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -11974663.000000 Penalty: 3733.008789
	Iteration 62Q: 3 clusters Score -1.197466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -11974642.000000 Penalty: 3733.008789
	Iteration 63Q: 3 clusters Score -1.197464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -11974665.000000 Penalty: 3733.008789
	Iteration 64Q: 3 clusters Score -1.197466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -11974654.000000 Penalty: 3733.008789
	Iteration 65Q: 3 clusters Score -1.197465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -11974653.000000 Penalty: 3733.008789
	Iteration 66Q: 3 clusters Score -1.197465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -11974651.000000 Penalty: 3733.008789
	Iteration 67Q: 3 clusters Score -1.197465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -11974650.000000 Penalty: 3733.008789
	Iteration 68Q: 3 clusters Score -1.197465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -11974652.000000 Penalty: 3733.008789
	Iteration 69Q: 3 clusters Score -1.197465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -11974662.000000 Penalty: 3733.008789
	Iteration 70Q: 3 clusters Score -1.197466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -11974664.000000 Penalty: 3733.008789
	Iteration 71Q: 3 clusters Score -1.197466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -11974648.000000 Penalty: 3733.008789
	Iteration 72Q: 3 clusters Score -1.197465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -11974671.000000 Penalty: 3733.008789
	Iteration 73Q: 3 clusters Score -1.197467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -11974674.000000 Penalty: 3733.008789
	Iteration 74Q: 3 clusters Score -1.197467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -11974665.000000 Penalty: 3733.008789
	Iteration 75Q: 3 clusters Score -1.197466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -11974654.000000 Penalty: 3733.008789
	Iteration 76Q: 3 clusters Score -1.197465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -11974659.000000 Penalty: 3733.008789
	Iteration 77Q: 3 clusters Score -1.197466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -11974657.000000 Penalty: 3733.008789
	Iteration 78Q: 3 clusters Score -1.197466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -11974654.000000 Penalty: 3733.008789
	Iteration 79Q: 3 clusters Score -1.197465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -11974641.000000 Penalty: 3733.008789
	Iteration 80F: 3 clusters Score -1.197464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -11974653.000000 Penalty: 3733.008789
	Iteration 81Q: 3 clusters Score -1.197465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -11974653.000000 Penalty: 3733.008789
	Iteration 82Q: 3 clusters Score -1.197465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -11974651.000000 Penalty: 3733.008789
	Iteration 83Q: 3 clusters Score -1.197465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -11974643.000000 Penalty: 3733.008789
	Iteration 84Q: 3 clusters Score -1.197464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -11974639.000000 Penalty: 3733.008789
	Iteration 85Q: 3 clusters Score -1.197464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -11974634.000000 Penalty: 3733.008789
	Iteration 86Q: 3 clusters Score -1.197463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -11974630.000000 Penalty: 3733.008789
	Iteration 87Q: 3 clusters Score -1.197463e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -11974641.000000 Penalty: 3733.008789
	Iteration 88Q: 3 clusters Score -1.197464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -11974644.000000 Penalty: 3733.008789
	Iteration 89Q: 3 clusters Score -1.197464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -11974642.000000 Penalty: 3733.008789
	Iteration 90Q: 3 clusters Score -1.197464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -11974645.000000 Penalty: 3733.008789
	Iteration 91Q: 3 clusters Score -1.197464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -11974650.000000 Penalty: 3733.008789
	Iteration 92Q: 3 clusters Score -1.197465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
Score: -11974646.000000 Penalty: 3733.008789
	Iteration 93Q: 3 clusters Score -1.197465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -11974647.000000 Penalty: 3733.008789
	Iteration 94Q: 3 clusters Score -1.197465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -11974650.000000 Penalty: 3733.008789
	Iteration 95Q: 3 clusters Score -1.197465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -11974647.000000 Penalty: 3733.008789
	Iteration 96Q: 3 clusters Score -1.197465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -11974645.000000 Penalty: 3733.008789
	Iteration 97Q: 3 clusters Score -1.197464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -11974642.000000 Penalty: 3733.008789
	Iteration 98Q: 3 clusters Score -1.197464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -11974641.000000 Penalty: 3733.008789
	Iteration 99Q: 3 clusters Score -1.197464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 70301 members 
Entering Unmasked Estep 
Score: -11974651.000000 Penalty: 3733.008789
	Iteration 100F: 3 clusters Score -1.197465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -11974646.000000 Penalty: 3733.008789
	Iteration 101Q: 3 clusters Score -1.197465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -11974649.000000 Penalty: 3733.008789
	Iteration 102Q: 3 clusters Score -1.197465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
Score: -11974658.000000 Penalty: 3733.008789
	Iteration 103Q: 3 clusters Score -1.197466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
Score: -11974658.000000 Penalty: 3733.008789
	Iteration 104F: 3 clusters Score -1.197466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Entering Unmasked Estep 
Score: -9295963.000000 Penalty: 1821.161499
	Iteration 0F: 2 clusters Score -9295963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -9252748.000000 Penalty: 3642.322998
	Iteration 0F: 3 clusters Score -9252748 nChanged 34984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -9272917.000000 Penalty: 3642.322998
	Iteration 1F: 3 clusters Score -9272917 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -9273669.000000 Penalty: 3642.322998
	Iteration 2Q: 3 clusters Score -9273669 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -9274730.000000 Penalty: 3642.322998
	Iteration 3Q: 3 clusters Score -9274730 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -9276218.000000 Penalty: 3642.322998
	Iteration 4Q: 3 clusters Score -9276218 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -9278456.000000 Penalty: 3642.322998
	Iteration 5Q: 3 clusters Score -9278456 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -9281528.000000 Penalty: 3642.322998
	Iteration 6F: 3 clusters Score -9281528 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -9285860.000000 Penalty: 3642.322998
	Iteration 7F: 3 clusters Score -9285860 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -9290019.000000 Penalty: 3642.322998
	Iteration 8F: 3 clusters Score -9290019 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -9292326.000000 Penalty: 3642.322998
	Iteration 9F: 3 clusters Score -9292326 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -9293303.000000 Penalty: 3642.322998
	Iteration 10Q: 3 clusters Score -9293303 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -9293739.000000 Penalty: 3642.322998
	Iteration 11Q: 3 clusters Score -9293739 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -9293944.000000 Penalty: 3642.322998
	Iteration 12Q: 3 clusters Score -9293944 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -9294194.000000 Penalty: 3642.322998
	Iteration 13Q: 3 clusters Score -9294194 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -9294384.000000 Penalty: 3642.322998
	Iteration 14Q: 3 clusters Score -9294384 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -9294619.000000 Penalty: 3642.322998
	Iteration 15Q: 3 clusters Score -9294619 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -9294776.000000 Penalty: 3642.322998
	Iteration 16Q: 3 clusters Score -9294776 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -9294785.000000 Penalty: 3642.322998
	Iteration 17Q: 3 clusters Score -9294785 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -9294723.000000 Penalty: 3642.322998
	Iteration 18Q: 3 clusters Score -9294723 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -9294700.000000 Penalty: 3642.322998
	Iteration 19Q: 3 clusters Score -9294700 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -9295132.000000 Penalty: 3642.322998
	Iteration 20F: 3 clusters Score -9295132 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -9295072.000000 Penalty: 3642.322998
	Iteration 21Q: 3 clusters Score -9295072 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -9294994.000000 Penalty: 3642.322998
	Iteration 22Q: 3 clusters Score -9294994 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -9294933.000000 Penalty: 3642.322998
	Iteration 23Q: 3 clusters Score -9294933 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -9294904.000000 Penalty: 3642.322998
	Iteration 24Q: 3 clusters Score -9294904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -9294860.000000 Penalty: 3642.322998
	Iteration 25Q: 3 clusters Score -9294860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -9294855.000000 Penalty: 3642.322998
	Iteration 26Q: 3 clusters Score -9294855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -9294850.000000 Penalty: 3642.322998
	Iteration 27Q: 3 clusters Score -9294850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -9294832.000000 Penalty: 3642.322998
	Iteration 28Q: 3 clusters Score -9294832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -9294801.000000 Penalty: 3642.322998
	Iteration 29Q: 3 clusters Score -9294801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -9294814.000000 Penalty: 3642.322998
	Iteration 30Q: 3 clusters Score -9294814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -9294815.000000 Penalty: 3642.322998
	Iteration 31Q: 3 clusters Score -9294815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -9294814.000000 Penalty: 3642.322998
	Iteration 32Q: 3 clusters Score -9294814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -9294813.000000 Penalty: 3642.322998
	Iteration 33Q: 3 clusters Score -9294813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 73330 members 
Entering Unmasked Estep 
Score: -9294819.000000 Penalty: 3642.322998
	Iteration 34Q: 3 clusters Score -9294819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -9294813.000000 Penalty: 3642.322998
	Iteration 35Q: 3 clusters Score -9294813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -9294807.000000 Penalty: 3642.322998
	Iteration 36Q: 3 clusters Score -9294807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -9294812.000000 Penalty: 3642.322998
	Iteration 37Q: 3 clusters Score -9294812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -9294815.000000 Penalty: 3642.322998
	Iteration 38Q: 3 clusters Score -9294815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -9294812.000000 Penalty: 3642.322998
	Iteration 39Q: 3 clusters Score -9294812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -9294812.000000 Penalty: 3642.322998
	Iteration 40F: 3 clusters Score -9294812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Entering Unmasked Estep 
Score: -555912.125000 Penalty: 1369.999023
	Iteration 0F: 2 clusters Score -555912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -552201.875000 Penalty: 2739.998047
	Iteration 0F: 3 clusters Score -552201.9 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -553200.437500 Penalty: 2739.998047
	Iteration 1F: 3 clusters Score -553200.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -553365.687500 Penalty: 2739.998047
	Iteration 2F: 3 clusters Score -553365.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -553480.437500 Penalty: 2739.998047
	Iteration 3F: 3 clusters Score -553480.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -553559.562500 Penalty: 2739.998047
	Iteration 4Q: 3 clusters Score -553559.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -553635.250000 Penalty: 2739.998047
	Iteration 5Q: 3 clusters Score -553635.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -553713.687500 Penalty: 2739.998047
	Iteration 6Q: 3 clusters Score -553713.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -553793.937500 Penalty: 2739.998047
	Iteration 7Q: 3 clusters Score -553793.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -553883.437500 Penalty: 2739.998047
	Iteration 8Q: 3 clusters Score -553883.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -553993.812500 Penalty: 2739.998047
	Iteration 9Q: 3 clusters Score -553993.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -554094.625000 Penalty: 2739.998047
	Iteration 10Q: 3 clusters Score -554094.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -554184.187500 Penalty: 2739.998047
	Iteration 11Q: 3 clusters Score -554184.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -554288.312500 Penalty: 2739.998047
	Iteration 12Q: 3 clusters Score -554288.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -554377.687500 Penalty: 2739.998047
	Iteration 13Q: 3 clusters Score -554377.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -554464.125000 Penalty: 2739.998047
	Iteration 14Q: 3 clusters Score -554464.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -554551.250000 Penalty: 2739.998047
	Iteration 15Q: 3 clusters Score -554551.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -554631.625000 Penalty: 2739.998047
	Iteration 16Q: 3 clusters Score -554631.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -554688.750000 Penalty: 2739.998047
	Iteration 17Q: 3 clusters Score -554688.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -554739.937500 Penalty: 2739.998047
	Iteration 18Q: 3 clusters Score -554739.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -554772.750000 Penalty: 2739.998047
	Iteration 19Q: 3 clusters Score -554772.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -554791.437500 Penalty: 2739.998047
	Iteration 20F: 3 clusters Score -554791.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -554800.125000 Penalty: 2739.998047
	Iteration 21Q: 3 clusters Score -554800.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -554806.437500 Penalty: 2739.998047
	Iteration 22Q: 3 clusters Score -554806.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -554811.875000 Penalty: 2739.998047
	Iteration 23Q: 3 clusters Score -554811.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -554818.750000 Penalty: 2739.998047
	Iteration 24Q: 3 clusters Score -554818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -554826.437500 Penalty: 2739.998047
	Iteration 25Q: 3 clusters Score -554826.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -554832.875000 Penalty: 2739.998047
	Iteration 26Q: 3 clusters Score -554832.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -554839.562500 Penalty: 2739.998047
	Iteration 27Q: 3 clusters Score -554839.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -554845.937500 Penalty: 2739.998047
	Iteration 28Q: 3 clusters Score -554845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -554852.500000 Penalty: 2739.998047
	Iteration 29Q: 3 clusters Score -554852.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -554856.562500 Penalty: 2739.998047
	Iteration 30Q: 3 clusters Score -554856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -554859.812500 Penalty: 2739.998047
	Iteration 31Q: 3 clusters Score -554859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -554859.812500 Penalty: 2739.998047
	Iteration 32F: 3 clusters Score -554859.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -377040.812500 Penalty: 1314.889404
	Iteration 0F: 2 clusters Score -377040.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -374163.656250 Penalty: 2629.778809
	Iteration 0F: 3 clusters Score -374163.7 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -374982.468750 Penalty: 2629.778809
	Iteration 1F: 3 clusters Score -374982.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -375277.250000 Penalty: 2629.778809
	Iteration 2F: 3 clusters Score -375277.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -375533.312500 Penalty: 2629.778809
	Iteration 3F: 3 clusters Score -375533.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -375804.562500 Penalty: 2629.778809
	Iteration 4F: 3 clusters Score -375804.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -376003.093750 Penalty: 2629.778809
	Iteration 5F: 3 clusters Score -376003.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -376147.750000 Penalty: 2629.778809
	Iteration 6F: 3 clusters Score -376147.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -376275.000000 Penalty: 2629.778809
	Iteration 7Q: 3 clusters Score -376275 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -376433.125000 Penalty: 2629.778809
	Iteration 8Q: 3 clusters Score -376433.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -376627.687500 Penalty: 2629.778809
	Iteration 9Q: 3 clusters Score -376627.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -376807.156250 Penalty: 2629.778809
	Iteration 10Q: 3 clusters Score -376807.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -376962.062500 Penalty: 2629.778809
	Iteration 11Q: 3 clusters Score -376962.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -377057.437500 Penalty: 2629.778809
	Iteration 12Q: 3 clusters Score -377057.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -377126.093750 Penalty: 2629.778809
	Iteration 13Q: 3 clusters Score -377126.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -377171.625000 Penalty: 2629.778809
	Iteration 14Q: 3 clusters Score -377171.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -377201.500000 Penalty: 2629.778809
	Iteration 15Q: 3 clusters Score -377201.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -377217.375000 Penalty: 2629.778809
	Iteration 16Q: 3 clusters Score -377217.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -377230.312500 Penalty: 2629.778809
	Iteration 17Q: 3 clusters Score -377230.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -377238.000000 Penalty: 2629.778809
	Iteration 18Q: 3 clusters Score -377238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -377242.718750 Penalty: 2629.778809
	Iteration 19Q: 3 clusters Score -377242.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -377244.062500 Penalty: 2629.778809
	Iteration 20F: 3 clusters Score -377244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -377244.937500 Penalty: 2629.778809
	Iteration 21Q: 3 clusters Score -377244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -377244.656250 Penalty: 2629.778809
	Iteration 22Q: 3 clusters Score -377244.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -377244.656250 Penalty: 2629.778809
	Iteration 23F: 3 clusters Score -377244.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 72863 members 
Mstep: Class 3 contains 87206 members 
Mstep: Class 4 contains 69999 members 
Mstep: Class 5 contains 97641 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 95132 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 97361 members 
Mstep: Class 13 contains 73655 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 14708 members 
Mstep: Class 19 contains 72511 members 
Mstep: Class 20 contains 87249 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 5459 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 1470 members 
Entering Unmasked Estep 
Score: -102180552.000000 Penalty: 68724.578125
Splitting cluster 15 changes total score from -102178296.000000 to -102180552.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -30018.814453 Penalty: 1018.420105
	Iteration 0F: 2 clusters Score -30018.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29288.992188 Penalty: 2036.840210
	Iteration 0F: 3 clusters Score -29288.99 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30494.140625 Penalty: 2036.840210
	Iteration 1F: 3 clusters Score -30494.14 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31171.998047 Penalty: 2036.840210
	Iteration 2F: 3 clusters Score -31172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31564.671875 Penalty: 2036.840210
	Iteration 3F: 3 clusters Score -31564.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31733.023438 Penalty: 2036.840210
	Iteration 4Q: 3 clusters Score -31733.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31751.087891 Penalty: 2036.840210
	Iteration 5Q: 3 clusters Score -31751.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31755.531250 Penalty: 2036.840210
	Iteration 6Q: 3 clusters Score -31755.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31755.531250 Penalty: 2036.840210
	Iteration 7F: 3 clusters Score -31755.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 72863 members 
Mstep: Class 3 contains 87206 members 
Mstep: Class 4 contains 69999 members 
Mstep: Class 5 contains 97641 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 95132 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 97361 members 
Mstep: Class 13 contains 73655 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 293 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 14708 members 
Mstep: Class 19 contains 72511 members 
Mstep: Class 20 contains 87249 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 5459 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 1470 members 
Mstep: Class 32 contains 234 members 
Entering Unmasked Estep 
Score: -102181144.000000 Penalty: 70941.500000
Splitting cluster 16 changes total score from -102178296.000000 to -102181144.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -250596.812500 Penalty: 1240.028809
	Iteration 0F: 2 clusters Score -250596.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -248438.578125 Penalty: 2480.057617
	Iteration 0F: 3 clusters Score -248438.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -248890.953125 Penalty: 2480.057617
	Iteration 1F: 3 clusters Score -248891 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -249007.000000 Penalty: 2480.057617
	Iteration 2F: 3 clusters Score -249007 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -249066.953125 Penalty: 2480.057617
	Iteration 3Q: 3 clusters Score -249067 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -249115.125000 Penalty: 2480.057617
	Iteration 4Q: 3 clusters Score -249115.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -249151.437500 Penalty: 2480.057617
	Iteration 5Q: 3 clusters Score -249151.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -249180.734375 Penalty: 2480.057617
	Iteration 6Q: 3 clusters Score -249180.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -249202.656250 Penalty: 2480.057617
	Iteration 7Q: 3 clusters Score -249202.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -249220.796875 Penalty: 2480.057617
	Iteration 8Q: 3 clusters Score -249220.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -249231.734375 Penalty: 2480.057617
	Iteration 9Q: 3 clusters Score -249231.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -249237.109375 Penalty: 2480.057617
	Iteration 10Q: 3 clusters Score -249237.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -249245.484375 Penalty: 2480.057617
	Iteration 11Q: 3 clusters Score -249245.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -249250.578125 Penalty: 2480.057617
	Iteration 12Q: 3 clusters Score -249250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -249256.437500 Penalty: 2480.057617
	Iteration 13Q: 3 clusters Score -249256.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -249260.875000 Penalty: 2480.057617
	Iteration 14Q: 3 clusters Score -249260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -249263.234375 Penalty: 2480.057617
	Iteration 15Q: 3 clusters Score -249263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -249265.687500 Penalty: 2480.057617
	Iteration 16Q: 3 clusters Score -249265.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -249267.093750 Penalty: 2480.057617
	Iteration 17Q: 3 clusters Score -249267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -249268.812500 Penalty: 2480.057617
	Iteration 18Q: 3 clusters Score -249268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -249271.843750 Penalty: 2480.057617
	Iteration 19Q: 3 clusters Score -249271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -249273.593750 Penalty: 2480.057617
	Iteration 20F: 3 clusters Score -249273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -249275.515625 Penalty: 2480.057617
	Iteration 21Q: 3 clusters Score -249275.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -249278.078125 Penalty: 2480.057617
	Iteration 22Q: 3 clusters Score -249278.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -249283.203125 Penalty: 2480.057617
	Iteration 23Q: 3 clusters Score -249283.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -249288.781250 Penalty: 2480.057617
	Iteration 24Q: 3 clusters Score -249288.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -249293.578125 Penalty: 2480.057617
	Iteration 25Q: 3 clusters Score -249293.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -249296.625000 Penalty: 2480.057617
	Iteration 26Q: 3 clusters Score -249296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -249299.093750 Penalty: 2480.057617
	Iteration 27Q: 3 clusters Score -249299.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -249302.062500 Penalty: 2480.057617
	Iteration 28Q: 3 clusters Score -249302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -249305.031250 Penalty: 2480.057617
	Iteration 29Q: 3 clusters Score -249305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -249306.593750 Penalty: 2480.057617
	Iteration 30Q: 3 clusters Score -249306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -249309.687500 Penalty: 2480.057617
	Iteration 31Q: 3 clusters Score -249309.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -249312.406250 Penalty: 2480.057617
	Iteration 32Q: 3 clusters Score -249312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -249316.828125 Penalty: 2480.057617
	Iteration 33Q: 3 clusters Score -249316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -249317.812500 Penalty: 2480.057617
	Iteration 34Q: 3 clusters Score -249317.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -249318.343750 Penalty: 2480.057617
	Iteration 35Q: 3 clusters Score -249318.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -249319.843750 Penalty: 2480.057617
	Iteration 36Q: 3 clusters Score -249319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -249320.453125 Penalty: 2480.057617
	Iteration 37Q: 3 clusters Score -249320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -249320.843750 Penalty: 2480.057617
	Iteration 38Q: 3 clusters Score -249320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -249321.109375 Penalty: 2480.057617
	Iteration 39Q: 3 clusters Score -249321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -249321.031250 Penalty: 2480.057617
	Iteration 40F: 3 clusters Score -249321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -249322.000000 Penalty: 2480.057617
	Iteration 41Q: 3 clusters Score -249322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -249322.156250 Penalty: 2480.057617
	Iteration 42Q: 3 clusters Score -249322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -249322.421875 Penalty: 2480.057617
	Iteration 43Q: 3 clusters Score -249322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -249322.421875 Penalty: 2480.057617
	Iteration 44F: 3 clusters Score -249322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Entering Unmasked Estep 
Score: -1771238.375000 Penalty: 1559.373779
	Iteration 0F: 2 clusters Score -1771238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1761115.625000 Penalty: 3118.747559
	Iteration 0F: 3 clusters Score -1761116 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1764689.000000 Penalty: 3118.747559
	Iteration 1F: 3 clusters Score -1764689 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1765182.750000 Penalty: 3118.747559
	Iteration 2F: 3 clusters Score -1765183 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1765745.500000 Penalty: 3118.747559
	Iteration 3F: 3 clusters Score -1765746 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1766371.500000 Penalty: 3118.747559
	Iteration 4F: 3 clusters Score -1766372 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1767172.500000 Penalty: 3118.747559
	Iteration 5F: 3 clusters Score -1767172 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1768310.625000 Penalty: 3118.747559
	Iteration 6F: 3 clusters Score -1768311 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1769679.250000 Penalty: 3118.747559
	Iteration 7F: 3 clusters Score -1769679 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1770856.875000 Penalty: 3118.747559
	Iteration 8F: 3 clusters Score -1770857 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1771478.625000 Penalty: 3118.747559
	Iteration 9Q: 3 clusters Score -1771479 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1771734.625000 Penalty: 3118.747559
	Iteration 10Q: 3 clusters Score -1771735 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1771840.250000 Penalty: 3118.747559
	Iteration 11Q: 3 clusters Score -1771840 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1771890.250000 Penalty: 3118.747559
	Iteration 12Q: 3 clusters Score -1771890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1771913.625000 Penalty: 3118.747559
	Iteration 13Q: 3 clusters Score -1771914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1771927.375000 Penalty: 3118.747559
	Iteration 14Q: 3 clusters Score -1771927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1771940.375000 Penalty: 3118.747559
	Iteration 15Q: 3 clusters Score -1771940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1771945.875000 Penalty: 3118.747559
	Iteration 16Q: 3 clusters Score -1771946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1771949.750000 Penalty: 3118.747559
	Iteration 17Q: 3 clusters Score -1771950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1771950.625000 Penalty: 3118.747559
	Iteration 18Q: 3 clusters Score -1771951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1771953.500000 Penalty: 3118.747559
	Iteration 19Q: 3 clusters Score -1771954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1771952.500000 Penalty: 3118.747559
	Iteration 20F: 3 clusters Score -1771952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1771952.125000 Penalty: 3118.747559
	Iteration 21Q: 3 clusters Score -1771952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1771955.875000 Penalty: 3118.747559
	Iteration 22Q: 3 clusters Score -1771956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1771957.875000 Penalty: 3118.747559
	Iteration 23Q: 3 clusters Score -1771958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1771960.500000 Penalty: 3118.747559
	Iteration 24Q: 3 clusters Score -1771960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1771955.500000 Penalty: 3118.747559
	Iteration 25Q: 3 clusters Score -1771956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1771959.000000 Penalty: 3118.747559
	Iteration 26Q: 3 clusters Score -1771959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1771963.000000 Penalty: 3118.747559
	Iteration 27Q: 3 clusters Score -1771963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1771964.875000 Penalty: 3118.747559
	Iteration 28Q: 3 clusters Score -1771965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1771965.000000 Penalty: 3118.747559
	Iteration 29Q: 3 clusters Score -1771965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1771965.625000 Penalty: 3118.747559
	Iteration 30Q: 3 clusters Score -1771966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1771968.500000 Penalty: 3118.747559
	Iteration 31Q: 3 clusters Score -1771968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1771968.625000 Penalty: 3118.747559
	Iteration 32Q: 3 clusters Score -1771969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1771968.000000 Penalty: 3118.747559
	Iteration 33Q: 3 clusters Score -1771968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1771966.500000 Penalty: 3118.747559
	Iteration 34Q: 3 clusters Score -1771966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1771967.125000 Penalty: 3118.747559
	Iteration 35Q: 3 clusters Score -1771967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1771969.125000 Penalty: 3118.747559
	Iteration 36Q: 3 clusters Score -1771969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1771969.125000 Penalty: 3118.747559
	Iteration 37Q: 3 clusters Score -1771969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1771969.000000 Penalty: 3118.747559
	Iteration 38Q: 3 clusters Score -1771969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1771969.000000 Penalty: 3118.747559
	Iteration 39F: 3 clusters Score -1771969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 72863 members 
Mstep: Class 3 contains 87206 members 
Mstep: Class 4 contains 69999 members 
Mstep: Class 5 contains 97641 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 95132 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 97361 members 
Mstep: Class 13 contains 73655 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 293 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 72511 members 
Mstep: Class 20 contains 87249 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 5459 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 1470 members 
Mstep: Class 32 contains 234 members 
Mstep: Class 33 contains 10826 members 
Entering Unmasked Estep 
Score: -102181440.000000 Penalty: 73158.421875
Splitting cluster 18 changes total score from -102178296.000000 to -102181440.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (72511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72511 members 
Entering Unmasked Estep 
Score: -9127747.000000 Penalty: 1818.617798
	Iteration 0F: 2 clusters Score -9127747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -9079827.000000 Penalty: 3637.235596
	Iteration 0F: 3 clusters Score -9079827 nChanged 34461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -9099902.000000 Penalty: 3637.235596
	Iteration 1F: 3 clusters Score -9099902 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -9100601.000000 Penalty: 3637.235596
	Iteration 2Q: 3 clusters Score -9100601 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -9101683.000000 Penalty: 3637.235596
	Iteration 3Q: 3 clusters Score -9101683 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -9103589.000000 Penalty: 3637.235596
	Iteration 4F: 3 clusters Score -9103589 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -9106734.000000 Penalty: 3637.235596
	Iteration 5F: 3 clusters Score -9106734 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -9111514.000000 Penalty: 3637.235596
	Iteration 6F: 3 clusters Score -9111514 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -9116935.000000 Penalty: 3637.235596
	Iteration 7F: 3 clusters Score -9116935 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -9121088.000000 Penalty: 3637.235596
	Iteration 8F: 3 clusters Score -9121088 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -9123307.000000 Penalty: 3637.235596
	Iteration 9Q: 3 clusters Score -9123307 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -9124481.000000 Penalty: 3637.235596
	Iteration 10Q: 3 clusters Score -9124481 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9125106.000000 Penalty: 3637.235596
	Iteration 11Q: 3 clusters Score -9125106 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9125525.000000 Penalty: 3637.235596
	Iteration 12Q: 3 clusters Score -9125525 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71466 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9125751.000000 Penalty: 3637.235596
	Iteration 13Q: 3 clusters Score -9125751 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9125893.000000 Penalty: 3637.235596
	Iteration 14Q: 3 clusters Score -9125893 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9125975.000000 Penalty: 3637.235596
	Iteration 15Q: 3 clusters Score -9125975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9126046.000000 Penalty: 3637.235596
	Iteration 16Q: 3 clusters Score -9126046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9126081.000000 Penalty: 3637.235596
	Iteration 17Q: 3 clusters Score -9126081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9126110.000000 Penalty: 3637.235596
	Iteration 18Q: 3 clusters Score -9126110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9126119.000000 Penalty: 3637.235596
	Iteration 19Q: 3 clusters Score -9126119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9126124.000000 Penalty: 3637.235596
	Iteration 20F: 3 clusters Score -9126124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9126139.000000 Penalty: 3637.235596
	Iteration 21Q: 3 clusters Score -9126139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9126155.000000 Penalty: 3637.235596
	Iteration 22Q: 3 clusters Score -9126155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9126167.000000 Penalty: 3637.235596
	Iteration 23Q: 3 clusters Score -9126167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9126170.000000 Penalty: 3637.235596
	Iteration 24Q: 3 clusters Score -9126170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9126178.000000 Penalty: 3637.235596
	Iteration 25Q: 3 clusters Score -9126178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9126176.000000 Penalty: 3637.235596
	Iteration 26Q: 3 clusters Score -9126176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9126189.000000 Penalty: 3637.235596
	Iteration 27Q: 3 clusters Score -9126189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71947 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9126194.000000 Penalty: 3637.235596
	Iteration 28Q: 3 clusters Score -9126194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9126190.000000 Penalty: 3637.235596
	Iteration 29Q: 3 clusters Score -9126190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9126192.000000 Penalty: 3637.235596
	Iteration 30Q: 3 clusters Score -9126192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9126192.000000 Penalty: 3637.235596
	Iteration 31F: 3 clusters Score -9126192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87249 members 
Entering Unmasked Estep 
Score: -10771690.000000 Penalty: 1848.684692
	Iteration 0F: 2 clusters Score -1.077169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -10713989.000000 Penalty: 3697.369385
	Iteration 0F: 3 clusters Score -1.071399e+07 nChanged 41537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -10738507.000000 Penalty: 3697.369385
	Iteration 1F: 3 clusters Score -1.073851e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -10739545.000000 Penalty: 3697.369385
	Iteration 2Q: 3 clusters Score -1.073954e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -10741124.000000 Penalty: 3697.369385
	Iteration 3Q: 3 clusters Score -1.074112e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -10743363.000000 Penalty: 3697.369385
	Iteration 4F: 3 clusters Score -1.074336e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -10746792.000000 Penalty: 3697.369385
	Iteration 5F: 3 clusters Score -1.074679e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -10751583.000000 Penalty: 3697.369385
	Iteration 6F: 3 clusters Score -1.075158e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -10757103.000000 Penalty: 3697.369385
	Iteration 7F: 3 clusters Score -1.07571e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -10761253.000000 Penalty: 3697.369385
	Iteration 8F: 3 clusters Score -1.076125e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -10763280.000000 Penalty: 3697.369385
	Iteration 9Q: 3 clusters Score -1.076328e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -10764308.000000 Penalty: 3697.369385
	Iteration 10Q: 3 clusters Score -1.076431e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -10765139.000000 Penalty: 3697.369385
	Iteration 11Q: 3 clusters Score -1.076514e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -10765899.000000 Penalty: 3697.369385
	Iteration 12Q: 3 clusters Score -1.07659e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -10766622.000000 Penalty: 3697.369385
	Iteration 13Q: 3 clusters Score -1.076662e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -10767283.000000 Penalty: 3697.369385
	Iteration 14Q: 3 clusters Score -1.076728e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -10767824.000000 Penalty: 3697.369385
	Iteration 15Q: 3 clusters Score -1.076782e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -10768347.000000 Penalty: 3697.369385
	Iteration 16Q: 3 clusters Score -1.076835e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -10768716.000000 Penalty: 3697.369385
	Iteration 17Q: 3 clusters Score -1.076872e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -10768968.000000 Penalty: 3697.369385
	Iteration 18Q: 3 clusters Score -1.076897e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -10769180.000000 Penalty: 3697.369385
	Iteration 19Q: 3 clusters Score -1.076918e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -10769385.000000 Penalty: 3697.369385
	Iteration 20F: 3 clusters Score -1.076938e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -10769521.000000 Penalty: 3697.369385
	Iteration 21Q: 3 clusters Score -1.076952e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
Score: -10769683.000000 Penalty: 3697.369385
	Iteration 22Q: 3 clusters Score -1.076968e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -10769864.000000 Penalty: 3697.369385
	Iteration 23Q: 3 clusters Score -1.076986e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -10770128.000000 Penalty: 3697.369385
	Iteration 24Q: 3 clusters Score -1.077013e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -10770331.000000 Penalty: 3697.369385
	Iteration 25Q: 3 clusters Score -1.077033e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -10770515.000000 Penalty: 3697.369385
	Iteration 26Q: 3 clusters Score -1.077052e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -10770675.000000 Penalty: 3697.369385
	Iteration 27Q: 3 clusters Score -1.077068e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -10770791.000000 Penalty: 3697.369385
	Iteration 28Q: 3 clusters Score -1.077079e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -10770849.000000 Penalty: 3697.369385
	Iteration 29Q: 3 clusters Score -1.077085e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -10770886.000000 Penalty: 3697.369385
	Iteration 30Q: 3 clusters Score -1.077089e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -10770881.000000 Penalty: 3697.369385
	Iteration 31Q: 3 clusters Score -1.077088e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -10770908.000000 Penalty: 3697.369385
	Iteration 32Q: 3 clusters Score -1.077091e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -10770943.000000 Penalty: 3697.369385
	Iteration 33Q: 3 clusters Score -1.077094e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -10770926.000000 Penalty: 3697.369385
	Iteration 34Q: 3 clusters Score -1.077093e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -10770940.000000 Penalty: 3697.369385
	Iteration 35Q: 3 clusters Score -1.077094e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -10770937.000000 Penalty: 3697.369385
	Iteration 36Q: 3 clusters Score -1.077094e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -10770934.000000 Penalty: 3697.369385
	Iteration 37Q: 3 clusters Score -1.077093e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -10770950.000000 Penalty: 3697.369385
	Iteration 38Q: 3 clusters Score -1.077095e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -10770953.000000 Penalty: 3697.369385
	Iteration 39Q: 3 clusters Score -1.077095e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -10770966.000000 Penalty: 3697.369385
	Iteration 40F: 3 clusters Score -1.077097e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -10770960.000000 Penalty: 3697.369385
	Iteration 41Q: 3 clusters Score -1.077096e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -10770947.000000 Penalty: 3697.369385
	Iteration 42Q: 3 clusters Score -1.077095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -10770945.000000 Penalty: 3697.369385
	Iteration 43Q: 3 clusters Score -1.077094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -10770952.000000 Penalty: 3697.369385
	Iteration 44Q: 3 clusters Score -1.077095e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -10770964.000000 Penalty: 3697.369385
	Iteration 45Q: 3 clusters Score -1.077096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -10770953.000000 Penalty: 3697.369385
	Iteration 46Q: 3 clusters Score -1.077095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 85210 members 
Entering Unmasked Estep 
Score: -10770967.000000 Penalty: 3697.369385
	Iteration 47Q: 3 clusters Score -1.077097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -10770973.000000 Penalty: 3697.369385
	Iteration 48Q: 3 clusters Score -1.077097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -10770977.000000 Penalty: 3697.369385
	Iteration 49Q: 3 clusters Score -1.077098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -10770970.000000 Penalty: 3697.369385
	Iteration 50Q: 3 clusters Score -1.077097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 85257 members 
Entering Unmasked Estep 
Score: -10770977.000000 Penalty: 3697.369385
	Iteration 51Q: 3 clusters Score -1.077098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -10770988.000000 Penalty: 3697.369385
	Iteration 52Q: 3 clusters Score -1.077099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -10770996.000000 Penalty: 3697.369385
	Iteration 53Q: 3 clusters Score -1.0771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -10770984.000000 Penalty: 3697.369385
	Iteration 54Q: 3 clusters Score -1.077098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -10770989.000000 Penalty: 3697.369385
	Iteration 55Q: 3 clusters Score -1.077099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -10770988.000000 Penalty: 3697.369385
	Iteration 56Q: 3 clusters Score -1.077099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -10770986.000000 Penalty: 3697.369385
	Iteration 57Q: 3 clusters Score -1.077099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -10770989.000000 Penalty: 3697.369385
	Iteration 58Q: 3 clusters Score -1.077099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -10770982.000000 Penalty: 3697.369385
	Iteration 59Q: 3 clusters Score -1.077098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -10770973.000000 Penalty: 3697.369385
	Iteration 60F: 3 clusters Score -1.077097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -10770980.000000 Penalty: 3697.369385
	Iteration 61Q: 3 clusters Score -1.077098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 85284 members 
Entering Unmasked Estep 
Score: -10770978.000000 Penalty: 3697.369385
	Iteration 62Q: 3 clusters Score -1.077098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 85286 members 
Entering Unmasked Estep 
Score: -10770971.000000 Penalty: 3697.369385
	Iteration 63Q: 3 clusters Score -1.077097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 85286 members 
Entering Unmasked Estep 
Score: -10770971.000000 Penalty: 3697.369385
	Iteration 64F: 3 clusters Score -1.077097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -34258.832031 Penalty: 952.377808
	Iteration 0F: 2 clusters Score -34258.83 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 173 members 
Entering Unmasked Estep 
Score: -33435.027344 Penalty: 1904.755615
	Iteration 0F: 3 clusters Score -33435.03 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33637.964844 Penalty: 1904.755615
	Iteration 1F: 3 clusters Score -33637.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33704.902344 Penalty: 1904.755615
	Iteration 2F: 3 clusters Score -33704.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33786.906250 Penalty: 1904.755615
	Iteration 3F: 3 clusters Score -33786.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33801.464844 Penalty: 1904.755615
	Iteration 4Q: 3 clusters Score -33801.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33809.230469 Penalty: 1904.755615
	Iteration 5Q: 3 clusters Score -33809.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33825.269531 Penalty: 1904.755615
	Iteration 6Q: 3 clusters Score -33825.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33825.269531 Penalty: 1904.755615
	Iteration 7F: 3 clusters Score -33825.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Entering Unmasked Estep 
Score: -1157063.875000 Penalty: 1491.713989
	Iteration 0F: 2 clusters Score -1157064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1150113.875000 Penalty: 2983.427979
	Iteration 0F: 3 clusters Score -1150114 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1152491.250000 Penalty: 2983.427979
	Iteration 1F: 3 clusters Score -1152491 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1152866.375000 Penalty: 2983.427979
	Iteration 2F: 3 clusters Score -1152866 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1153257.875000 Penalty: 2983.427979
	Iteration 3F: 3 clusters Score -1153258 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1153692.125000 Penalty: 2983.427979
	Iteration 4F: 3 clusters Score -1153692 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1154215.125000 Penalty: 2983.427979
	Iteration 5F: 3 clusters Score -1154215 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1154794.375000 Penalty: 2983.427979
	Iteration 6F: 3 clusters Score -1154794 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1155302.125000 Penalty: 2983.427979
	Iteration 7F: 3 clusters Score -1155302 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1155611.750000 Penalty: 2983.427979
	Iteration 8Q: 3 clusters Score -1155612 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1155823.500000 Penalty: 2983.427979
	Iteration 9Q: 3 clusters Score -1155824 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1156001.500000 Penalty: 2983.427979
	Iteration 10Q: 3 clusters Score -1156002 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1156125.250000 Penalty: 2983.427979
	Iteration 11Q: 3 clusters Score -1156125 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1156219.000000 Penalty: 2983.427979
	Iteration 12Q: 3 clusters Score -1156219 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1156282.375000 Penalty: 2983.427979
	Iteration 13Q: 3 clusters Score -1156282 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1156350.875000 Penalty: 2983.427979
	Iteration 14Q: 3 clusters Score -1156351 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1156419.625000 Penalty: 2983.427979
	Iteration 15Q: 3 clusters Score -1156420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1156469.500000 Penalty: 2983.427979
	Iteration 16Q: 3 clusters Score -1156470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1156500.500000 Penalty: 2983.427979
	Iteration 17Q: 3 clusters Score -1156500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1156525.500000 Penalty: 2983.427979
	Iteration 18Q: 3 clusters Score -1156526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1156545.000000 Penalty: 2983.427979
	Iteration 19Q: 3 clusters Score -1156545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1156580.500000 Penalty: 2983.427979
	Iteration 20F: 3 clusters Score -1156580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1156594.625000 Penalty: 2983.427979
	Iteration 21Q: 3 clusters Score -1156595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1156605.000000 Penalty: 2983.427979
	Iteration 22Q: 3 clusters Score -1156605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1156616.000000 Penalty: 2983.427979
	Iteration 23Q: 3 clusters Score -1156616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1156623.125000 Penalty: 2983.427979
	Iteration 24Q: 3 clusters Score -1156623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1156631.500000 Penalty: 2983.427979
	Iteration 25Q: 3 clusters Score -1156632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1156632.500000 Penalty: 2983.427979
	Iteration 26Q: 3 clusters Score -1156632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1156637.250000 Penalty: 2983.427979
	Iteration 27Q: 3 clusters Score -1156637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1156640.875000 Penalty: 2983.427979
	Iteration 28Q: 3 clusters Score -1156641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1156642.125000 Penalty: 2983.427979
	Iteration 29Q: 3 clusters Score -1156642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1156644.000000 Penalty: 2983.427979
	Iteration 30Q: 3 clusters Score -1156644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1156646.125000 Penalty: 2983.427979
	Iteration 31Q: 3 clusters Score -1156646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1156646.750000 Penalty: 2983.427979
	Iteration 32Q: 3 clusters Score -1156647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1156648.000000 Penalty: 2983.427979
	Iteration 33Q: 3 clusters Score -1156648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1156646.625000 Penalty: 2983.427979
	Iteration 34Q: 3 clusters Score -1156647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1156650.250000 Penalty: 2983.427979
	Iteration 35Q: 3 clusters Score -1156650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1156650.875000 Penalty: 2983.427979
	Iteration 36Q: 3 clusters Score -1156651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1156651.125000 Penalty: 2983.427979
	Iteration 37Q: 3 clusters Score -1156651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1156651.250000 Penalty: 2983.427979
	Iteration 38Q: 3 clusters Score -1156651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1156650.625000 Penalty: 2983.427979
	Iteration 39Q: 3 clusters Score -1156651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1156650.625000 Penalty: 2983.427979
	Iteration 40F: 3 clusters Score -1156651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -194691.234375 Penalty: 1215.477905
	Iteration 0F: 2 clusters Score -194691.2 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 888 members 
Entering Unmasked Estep 
Score: -192829.609375 Penalty: 2430.955811
	Iteration 0F: 3 clusters Score -192829.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -193370.203125 Penalty: 2430.955811
	Iteration 1F: 3 clusters Score -193370.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -193573.281250 Penalty: 2430.955811
	Iteration 2F: 3 clusters Score -193573.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -193718.421875 Penalty: 2430.955811
	Iteration 3F: 3 clusters Score -193718.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -193867.687500 Penalty: 2430.955811
	Iteration 4Q: 3 clusters Score -193867.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -194019.453125 Penalty: 2430.955811
	Iteration 5Q: 3 clusters Score -194019.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -194127.046875 Penalty: 2430.955811
	Iteration 6Q: 3 clusters Score -194127 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -194230.031250 Penalty: 2430.955811
	Iteration 7Q: 3 clusters Score -194230 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -194400.093750 Penalty: 2430.955811
	Iteration 8F: 3 clusters Score -194400.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -194558.500000 Penalty: 2430.955811
	Iteration 9Q: 3 clusters Score -194558.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -194693.546875 Penalty: 2430.955811
	Iteration 10Q: 3 clusters Score -194693.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -194811.250000 Penalty: 2430.955811
	Iteration 11Q: 3 clusters Score -194811.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -194885.046875 Penalty: 2430.955811
	Iteration 12Q: 3 clusters Score -194885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -194920.281250 Penalty: 2430.955811
	Iteration 13Q: 3 clusters Score -194920.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -194929.750000 Penalty: 2430.955811
	Iteration 14Q: 3 clusters Score -194929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -194935.765625 Penalty: 2430.955811
	Iteration 15Q: 3 clusters Score -194935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -194938.156250 Penalty: 2430.955811
	Iteration 16Q: 3 clusters Score -194938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -194938.796875 Penalty: 2430.955811
	Iteration 17Q: 3 clusters Score -194938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -194939.703125 Penalty: 2430.955811
	Iteration 18Q: 3 clusters Score -194939.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -194940.953125 Penalty: 2430.955811
	Iteration 19F: 3 clusters Score -194941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -194951.984375 Penalty: 2430.955811
	Iteration 20F: 3 clusters Score -194952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -194957.453125 Penalty: 2430.955811
	Iteration 21Q: 3 clusters Score -194957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -194975.765625 Penalty: 2430.955811
	Iteration 22Q: 3 clusters Score -194975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -194979.250000 Penalty: 2430.955811
	Iteration 23Q: 3 clusters Score -194979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -194981.828125 Penalty: 2430.955811
	Iteration 24Q: 3 clusters Score -194981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -194984.171875 Penalty: 2430.955811
	Iteration 25Q: 3 clusters Score -194984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -194987.687500 Penalty: 2430.955811
	Iteration 26Q: 3 clusters Score -194987.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -194987.687500 Penalty: 2430.955811
	Iteration 27F: 3 clusters Score -194987.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 72863 members 
Mstep: Class 3 contains 87206 members 
Mstep: Class 4 contains 69999 members 
Mstep: Class 5 contains 97641 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 95132 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 97361 members 
Mstep: Class 13 contains 73655 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 293 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 72511 members 
Mstep: Class 20 contains 87249 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 1617 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 5459 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 1470 members 
Mstep: Class 32 contains 234 members 
Mstep: Class 33 contains 10826 members 
Mstep: Class 34 contains 155 members 
Entering Unmasked Estep 
Score: -102180880.000000 Penalty: 75375.343750
Splitting cluster 23 changes total score from -102178296.000000 to -102180880.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -199099.640625 Penalty: 1210.637939
	Iteration 0F: 2 clusters Score -199099.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -197225.906250 Penalty: 2421.275879
	Iteration 0F: 3 clusters Score -197225.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -197665.796875 Penalty: 2421.275879
	Iteration 1F: 3 clusters Score -197665.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -197856.906250 Penalty: 2421.275879
	Iteration 2F: 3 clusters Score -197856.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -197980.890625 Penalty: 2421.275879
	Iteration 3F: 3 clusters Score -197980.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -198056.218750 Penalty: 2421.275879
	Iteration 4Q: 3 clusters Score -198056.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -198103.750000 Penalty: 2421.275879
	Iteration 5Q: 3 clusters Score -198103.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -198151.718750 Penalty: 2421.275879
	Iteration 6Q: 3 clusters Score -198151.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -198196.203125 Penalty: 2421.275879
	Iteration 7Q: 3 clusters Score -198196.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -198252.656250 Penalty: 2421.275879
	Iteration 8Q: 3 clusters Score -198252.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -198319.328125 Penalty: 2421.275879
	Iteration 9Q: 3 clusters Score -198319.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -198366.937500 Penalty: 2421.275879
	Iteration 10Q: 3 clusters Score -198366.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -198401.859375 Penalty: 2421.275879
	Iteration 11Q: 3 clusters Score -198401.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -198428.640625 Penalty: 2421.275879
	Iteration 12Q: 3 clusters Score -198428.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -198452.046875 Penalty: 2421.275879
	Iteration 13Q: 3 clusters Score -198452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -198469.875000 Penalty: 2421.275879
	Iteration 14Q: 3 clusters Score -198469.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -198480.875000 Penalty: 2421.275879
	Iteration 15Q: 3 clusters Score -198480.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -198484.609375 Penalty: 2421.275879
	Iteration 16Q: 3 clusters Score -198484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -198485.656250 Penalty: 2421.275879
	Iteration 17Q: 3 clusters Score -198485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -198486.734375 Penalty: 2421.275879
	Iteration 18Q: 3 clusters Score -198486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198487.296875 Penalty: 2421.275879
	Iteration 19Q: 3 clusters Score -198487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -198487.843750 Penalty: 2421.275879
	Iteration 20F: 3 clusters Score -198487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -198489.468750 Penalty: 2421.275879
	Iteration 21Q: 3 clusters Score -198489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -198490.484375 Penalty: 2421.275879
	Iteration 22Q: 3 clusters Score -198490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198491.875000 Penalty: 2421.275879
	Iteration 23Q: 3 clusters Score -198491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198493.609375 Penalty: 2421.275879
	Iteration 24Q: 3 clusters Score -198493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -198494.015625 Penalty: 2421.275879
	Iteration 25Q: 3 clusters Score -198494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198494.125000 Penalty: 2421.275879
	Iteration 26Q: 3 clusters Score -198494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198494.125000 Penalty: 2421.275879
	Iteration 27F: 3 clusters Score -198494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -689258.937500 Penalty: 1405.050659
	Iteration 0F: 2 clusters Score -689258.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -684762.375000 Penalty: 2810.101318
	Iteration 0F: 3 clusters Score -684762.4 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -686030.375000 Penalty: 2810.101318
	Iteration 1F: 3 clusters Score -686030.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -686264.375000 Penalty: 2810.101318
	Iteration 2F: 3 clusters Score -686264.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -686475.000000 Penalty: 2810.101318
	Iteration 3F: 3 clusters Score -686475 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -686665.000000 Penalty: 2810.101318
	Iteration 4F: 3 clusters Score -686665 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -686851.000000 Penalty: 2810.101318
	Iteration 5F: 3 clusters Score -686851 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -687042.187500 Penalty: 2810.101318
	Iteration 6Q: 3 clusters Score -687042.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -687228.250000 Penalty: 2810.101318
	Iteration 7Q: 3 clusters Score -687228.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -687448.687500 Penalty: 2810.101318
	Iteration 8Q: 3 clusters Score -687448.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -687648.000000 Penalty: 2810.101318
	Iteration 9Q: 3 clusters Score -687648 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -687800.562500 Penalty: 2810.101318
	Iteration 10Q: 3 clusters Score -687800.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -687927.375000 Penalty: 2810.101318
	Iteration 11Q: 3 clusters Score -687927.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -688025.937500 Penalty: 2810.101318
	Iteration 12Q: 3 clusters Score -688025.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -688098.625000 Penalty: 2810.101318
	Iteration 13Q: 3 clusters Score -688098.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -688158.812500 Penalty: 2810.101318
	Iteration 14Q: 3 clusters Score -688158.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -688206.625000 Penalty: 2810.101318
	Iteration 15Q: 3 clusters Score -688206.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -688238.187500 Penalty: 2810.101318
	Iteration 16Q: 3 clusters Score -688238.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -688257.500000 Penalty: 2810.101318
	Iteration 17Q: 3 clusters Score -688257.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -688266.812500 Penalty: 2810.101318
	Iteration 18Q: 3 clusters Score -688266.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -688273.312500 Penalty: 2810.101318
	Iteration 19Q: 3 clusters Score -688273.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -688278.687500 Penalty: 2810.101318
	Iteration 20F: 3 clusters Score -688278.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -688286.812500 Penalty: 2810.101318
	Iteration 21Q: 3 clusters Score -688286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -688289.562500 Penalty: 2810.101318
	Iteration 22Q: 3 clusters Score -688289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -688290.062500 Penalty: 2810.101318
	Iteration 23Q: 3 clusters Score -688290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -688291.625000 Penalty: 2810.101318
	Iteration 24Q: 3 clusters Score -688291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -688292.312500 Penalty: 2810.101318
	Iteration 25Q: 3 clusters Score -688292.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -688292.312500 Penalty: 2810.101318
	Iteration 26F: 3 clusters Score -688292.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -254388.343750 Penalty: 1255.796021
	Iteration 0F: 2 clusters Score -254388.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -252132.328125 Penalty: 2511.592041
	Iteration 0F: 3 clusters Score -252132.3 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -252767.328125 Penalty: 2511.592041
	Iteration 1F: 3 clusters Score -252767.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -252987.906250 Penalty: 2511.592041
	Iteration 2F: 3 clusters Score -252987.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -253194.359375 Penalty: 2511.592041
	Iteration 3F: 3 clusters Score -253194.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -253419.843750 Penalty: 2511.592041
	Iteration 4F: 3 clusters Score -253419.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -253648.234375 Penalty: 2511.592041
	Iteration 5F: 3 clusters Score -253648.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -253889.890625 Penalty: 2511.592041
	Iteration 6F: 3 clusters Score -253889.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -254078.140625 Penalty: 2511.592041
	Iteration 7F: 3 clusters Score -254078.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -254172.062500 Penalty: 2511.592041
	Iteration 8Q: 3 clusters Score -254172.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -254212.796875 Penalty: 2511.592041
	Iteration 9Q: 3 clusters Score -254212.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -254243.671875 Penalty: 2511.592041
	Iteration 10Q: 3 clusters Score -254243.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -254257.062500 Penalty: 2511.592041
	Iteration 11Q: 3 clusters Score -254257.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -254265.046875 Penalty: 2511.592041
	Iteration 12Q: 3 clusters Score -254265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -254273.796875 Penalty: 2511.592041
	Iteration 13Q: 3 clusters Score -254273.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -254282.156250 Penalty: 2511.592041
	Iteration 14Q: 3 clusters Score -254282.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -254285.375000 Penalty: 2511.592041
	Iteration 15Q: 3 clusters Score -254285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -254287.359375 Penalty: 2511.592041
	Iteration 16Q: 3 clusters Score -254287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -254289.859375 Penalty: 2511.592041
	Iteration 17Q: 3 clusters Score -254289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -254292.265625 Penalty: 2511.592041
	Iteration 18Q: 3 clusters Score -254292.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -254295.078125 Penalty: 2511.592041
	Iteration 19Q: 3 clusters Score -254295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -254296.375000 Penalty: 2511.592041
	Iteration 20F: 3 clusters Score -254296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -254299.359375 Penalty: 2511.592041
	Iteration 21Q: 3 clusters Score -254299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -254301.656250 Penalty: 2511.592041
	Iteration 22Q: 3 clusters Score -254301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -254302.265625 Penalty: 2511.592041
	Iteration 23Q: 3 clusters Score -254302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -254303.234375 Penalty: 2511.592041
	Iteration 24Q: 3 clusters Score -254303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -254303.234375 Penalty: 2511.592041
	Iteration 25F: 3 clusters Score -254303.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -48085.210938 Penalty: 1027.416870
	Iteration 0F: 2 clusters Score -48085.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47177.335938 Penalty: 2054.833740
	Iteration 0F: 3 clusters Score -47177.34 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47654.976562 Penalty: 2054.833740
	Iteration 1F: 3 clusters Score -47654.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47986.683594 Penalty: 2054.833740
	Iteration 2F: 3 clusters Score -47986.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -48255.785156 Penalty: 2054.833740
	Iteration 3F: 3 clusters Score -48255.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -48369.484375 Penalty: 2054.833740
	Iteration 4Q: 3 clusters Score -48369.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -48481.929688 Penalty: 2054.833740
	Iteration 5Q: 3 clusters Score -48481.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -48512.808594 Penalty: 2054.833740
	Iteration 6Q: 3 clusters Score -48512.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -48532.644531 Penalty: 2054.833740
	Iteration 7Q: 3 clusters Score -48532.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -48533.687500 Penalty: 2054.833740
	Iteration 8Q: 3 clusters Score -48533.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -48533.687500 Penalty: 2054.833740
	Iteration 9F: 3 clusters Score -48533.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 72863 members 
Mstep: Class 3 contains 87206 members 
Mstep: Class 4 contains 69999 members 
Mstep: Class 5 contains 97641 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 95132 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 97361 members 
Mstep: Class 13 contains 73655 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 293 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 72511 members 
Mstep: Class 20 contains 87249 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 1617 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 183 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 5459 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 1470 members 
Mstep: Class 32 contains 234 members 
Mstep: Class 33 contains 10826 members 
Mstep: Class 34 contains 155 members 
Mstep: Class 35 contains 374 members 
Entering Unmasked Estep 
Score: -102180152.000000 Penalty: 77592.265625
Splitting cluster 27 changes total score from -102178296.000000 to -102180152.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -288352.906250 Penalty: 1267.792480
	Iteration 0F: 2 clusters Score -288352.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -285986.656250 Penalty: 2535.584961
	Iteration 0F: 3 clusters Score -285986.7 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -286570.250000 Penalty: 2535.584961
	Iteration 1F: 3 clusters Score -286570.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -286718.031250 Penalty: 2535.584961
	Iteration 2F: 3 clusters Score -286718 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -286851.875000 Penalty: 2535.584961
	Iteration 3F: 3 clusters Score -286851.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -286948.656250 Penalty: 2535.584961
	Iteration 4Q: 3 clusters Score -286948.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -287027.343750 Penalty: 2535.584961
	Iteration 5Q: 3 clusters Score -287027.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -287107.937500 Penalty: 2535.584961
	Iteration 6Q: 3 clusters Score -287107.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -287173.812500 Penalty: 2535.584961
	Iteration 7Q: 3 clusters Score -287173.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -287231.156250 Penalty: 2535.584961
	Iteration 8Q: 3 clusters Score -287231.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -287287.937500 Penalty: 2535.584961
	Iteration 9Q: 3 clusters Score -287287.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -287325.250000 Penalty: 2535.584961
	Iteration 10Q: 3 clusters Score -287325.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -287356.875000 Penalty: 2535.584961
	Iteration 11Q: 3 clusters Score -287356.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -287385.625000 Penalty: 2535.584961
	Iteration 12Q: 3 clusters Score -287385.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -287404.937500 Penalty: 2535.584961
	Iteration 13Q: 3 clusters Score -287404.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -287420.750000 Penalty: 2535.584961
	Iteration 14Q: 3 clusters Score -287420.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -287434.468750 Penalty: 2535.584961
	Iteration 15Q: 3 clusters Score -287434.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -287447.062500 Penalty: 2535.584961
	Iteration 16Q: 3 clusters Score -287447.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -287456.750000 Penalty: 2535.584961
	Iteration 17Q: 3 clusters Score -287456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -287458.031250 Penalty: 2535.584961
	Iteration 18Q: 3 clusters Score -287458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -287460.781250 Penalty: 2535.584961
	Iteration 19Q: 3 clusters Score -287460.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -287465.687500 Penalty: 2535.584961
	Iteration 20F: 3 clusters Score -287465.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -287469.406250 Penalty: 2535.584961
	Iteration 21Q: 3 clusters Score -287469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -287470.531250 Penalty: 2535.584961
	Iteration 22Q: 3 clusters Score -287470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -287472.156250 Penalty: 2535.584961
	Iteration 23Q: 3 clusters Score -287472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -287476.968750 Penalty: 2535.584961
	Iteration 24Q: 3 clusters Score -287477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -287482.187500 Penalty: 2535.584961
	Iteration 25Q: 3 clusters Score -287482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -287489.500000 Penalty: 2535.584961
	Iteration 26Q: 3 clusters Score -287489.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -287497.187500 Penalty: 2535.584961
	Iteration 27Q: 3 clusters Score -287497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -287503.593750 Penalty: 2535.584961
	Iteration 28Q: 3 clusters Score -287503.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -287510.312500 Penalty: 2535.584961
	Iteration 29Q: 3 clusters Score -287510.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -287523.625000 Penalty: 2535.584961
	Iteration 30Q: 3 clusters Score -287523.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -287539.937500 Penalty: 2535.584961
	Iteration 31Q: 3 clusters Score -287539.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -287557.437500 Penalty: 2535.584961
	Iteration 32Q: 3 clusters Score -287557.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -287579.750000 Penalty: 2535.584961
	Iteration 33Q: 3 clusters Score -287579.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -287614.562500 Penalty: 2535.584961
	Iteration 34Q: 3 clusters Score -287614.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -287671.906250 Penalty: 2535.584961
	Iteration 35Q: 3 clusters Score -287671.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -287727.812500 Penalty: 2535.584961
	Iteration 36Q: 3 clusters Score -287727.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -287764.625000 Penalty: 2535.584961
	Iteration 37Q: 3 clusters Score -287764.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -287786.468750 Penalty: 2535.584961
	Iteration 38Q: 3 clusters Score -287786.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -287797.812500 Penalty: 2535.584961
	Iteration 39Q: 3 clusters Score -287797.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -287810.937500 Penalty: 2535.584961
	Iteration 40F: 3 clusters Score -287810.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -287820.218750 Penalty: 2535.584961
	Iteration 41Q: 3 clusters Score -287820.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -287836.656250 Penalty: 2535.584961
	Iteration 42Q: 3 clusters Score -287836.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -287849.968750 Penalty: 2535.584961
	Iteration 43Q: 3 clusters Score -287850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -287854.718750 Penalty: 2535.584961
	Iteration 44Q: 3 clusters Score -287854.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -287857.562500 Penalty: 2535.584961
	Iteration 45Q: 3 clusters Score -287857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -287857.781250 Penalty: 2535.584961
	Iteration 46Q: 3 clusters Score -287857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -287857.625000 Penalty: 2535.584961
	Iteration 47Q: 3 clusters Score -287857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -287857.687500 Penalty: 2535.584961
	Iteration 48Q: 3 clusters Score -287857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -287857.687500 Penalty: 2535.584961
	Iteration 49F: 3 clusters Score -287857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 72863 members 
Mstep: Class 3 contains 87206 members 
Mstep: Class 4 contains 69999 members 
Mstep: Class 5 contains 97641 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 95132 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 97361 members 
Mstep: Class 13 contains 73655 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 293 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 72511 members 
Mstep: Class 20 contains 87249 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9699 members 
Mstep: Class 23 contains 1617 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 183 members 
Mstep: Class 28 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102182536.000000 Penalty: 77592.265625
Iteration 79Q: 36 clusters Score -1.021825e+08 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 71430 members 
Mstep: Class 3 contains 87139 members 
Mstep: Class 4 contains 69396 members 
Mstep: Class 5 contains 97591 members 
Mstep: Class 6 contains 3876 members 
Mstep: Class 7 contains 96123 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 14116 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 97347 members 
Mstep: Class 13 contains 73579 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 4718 members 
Mstep: Class 19 contains 73362 members 
Mstep: Class 20 contains 87284 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 9702 members 
Mstep: Class 23 contains 1749 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 5700 members 
Mstep: Class 26 contains 2251 members 
Mstep: Class 27 contains 178 members 
Mstep: Class 28 contains 2435 members 
Mstep: Class 29 contains 5423 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 1419 members 
Mstep: Class 32 contains 237 members 
Mstep: Class 33 contains 10313 members 
Mstep: Class 34 contains 162 members 
Mstep: Class 35 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102184224.000000 Penalty: 77592.265625
Iteration 80F: 36 clusters Score -1.021842e+08 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 69835 members 
Mstep: Class 3 contains 87075 members 
Mstep: Class 4 contains 68820 members 
Mstep: Class 5 contains 97557 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 96449 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 14048 members 
Mstep: Class 10 contains 412 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 97360 members 
Mstep: Class 13 contains 73280 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 1994 members 
Mstep: Class 18 contains 5426 members 
Mstep: Class 19 contains 74181 members 
Mstep: Class 20 contains 87391 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9614 members 
Mstep: Class 23 contains 1826 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 5708 members 
Mstep: Class 26 contains 2216 members 
Mstep: Class 27 contains 179 members 
Mstep: Class 28 contains 2407 members 
Mstep: Class 29 contains 5825 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 1543 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 10290 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102185072.000000 Penalty: 77592.265625
Iteration 81Q: 36 clusters Score -1.021851e+08 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 68468 members 
Mstep: Class 3 contains 87002 members 
Mstep: Class 4 contains 68222 members 
Mstep: Class 5 contains 97489 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 96714 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 13985 members 
Mstep: Class 10 contains 413 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 97388 members 
Mstep: Class 13 contains 72968 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2020 members 
Mstep: Class 16 contains 270 members 
Mstep: Class 17 contains 1947 members 
Mstep: Class 18 contains 6087 members 
Mstep: Class 19 contains 75031 members 
Mstep: Class 20 contains 87493 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9548 members 
Mstep: Class 23 contains 1873 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 5710 members 
Mstep: Class 26 contains 2203 members 
Mstep: Class 27 contains 183 members 
Mstep: Class 28 contains 2379 members 
Mstep: Class 29 contains 6164 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 1624 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 10368 members 
Mstep: Class 34 contains 169 members 
Mstep: Class 35 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102185872.000000 Penalty: 77592.265625
Iteration 82Q: 36 clusters Score -1.021859e+08 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 67321 members 
Mstep: Class 3 contains 86884 members 
Mstep: Class 4 contains 67608 members 
Mstep: Class 5 contains 97409 members 
Mstep: Class 6 contains 3802 members 
Mstep: Class 7 contains 96832 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 13946 members 
Mstep: Class 10 contains 415 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 97432 members 
Mstep: Class 13 contains 72694 members 
Mstep: Class 14 contains 4524 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 18 contains 6687 members 
Mstep: Class 19 contains 75899 members 
Mstep: Class 20 contains 87603 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9498 members 
Mstep: Class 23 contains 1907 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 5712 members 
Mstep: Class 26 contains 2196 members 
Mstep: Class 27 contains 180 members 
Mstep: Class 28 contains 2368 members 
Mstep: Class 29 contains 6502 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 1682 members 
Mstep: Class 32 contains 247 members 
Mstep: Class 33 contains 10468 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102185704.000000 Penalty: 77592.265625
Iteration 83Q: 36 clusters Score -1.021857e+08 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 66351 members 
Mstep: Class 3 contains 86888 members 
Mstep: Class 4 contains 66794 members 
Mstep: Class 5 contains 97310 members 
Mstep: Class 6 contains 3798 members 
Mstep: Class 7 contains 96852 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 13911 members 
Mstep: Class 10 contains 418 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 97482 members 
Mstep: Class 13 contains 72398 members 
Mstep: Class 14 contains 4513 members 
Mstep: Class 15 contains 2090 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 7208 members 
Mstep: Class 19 contains 76842 members 
Mstep: Class 20 contains 87698 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9471 members 
Mstep: Class 23 contains 1944 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 5720 members 
Mstep: Class 26 contains 2194 members 
Mstep: Class 27 contains 179 members 
Mstep: Class 28 contains 2357 members 
Mstep: Class 29 contains 6859 members 
Mstep: Class 30 contains 2218 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 248 members 
Mstep: Class 33 contains 10612 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102185944.000000 Penalty: 77592.265625
Iteration 84Q: 36 clusters Score -1.021859e+08 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 65464 members 
Mstep: Class 3 contains 87000 members 
Mstep: Class 4 contains 65689 members 
Mstep: Class 5 contains 97216 members 
Mstep: Class 6 contains 3799 members 
Mstep: Class 7 contains 96866 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 13874 members 
Mstep: Class 10 contains 424 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 97488 members 
Mstep: Class 13 contains 72118 members 
Mstep: Class 14 contains 4497 members 
Mstep: Class 15 contains 2128 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 1846 members 
Mstep: Class 18 contains 7647 members 
Mstep: Class 19 contains 77935 members 
Mstep: Class 20 contains 87820 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9435 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 5726 members 
Mstep: Class 26 contains 2196 members 
Mstep: Class 27 contains 180 members 
Mstep: Class 28 contains 2362 members 
Mstep: Class 29 contains 7218 members 
Mstep: Class 30 contains 2283 members 
Mstep: Class 31 contains 1739 members 
Mstep: Class 32 contains 247 members 
Mstep: Class 33 contains 10774 members 
Mstep: Class 34 contains 165 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102186144.000000 Penalty: 77592.265625
Iteration 85Q: 36 clusters Score -1.021861e+08 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 64699 members 
Mstep: Class 3 contains 87191 members 
Mstep: Class 4 contains 64357 members 
Mstep: Class 5 contains 97137 members 
Mstep: Class 6 contains 3800 members 
Mstep: Class 7 contains 96890 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 13848 members 
Mstep: Class 10 contains 431 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 97504 members 
Mstep: Class 13 contains 71831 members 
Mstep: Class 14 contains 4479 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 79094 members 
Mstep: Class 20 contains 87968 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9408 members 
Mstep: Class 23 contains 1988 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 5734 members 
Mstep: Class 26 contains 2191 members 
Mstep: Class 27 contains 180 members 
Mstep: Class 28 contains 2367 members 
Mstep: Class 29 contains 7573 members 
Mstep: Class 30 contains 2342 members 
Mstep: Class 31 contains 1756 members 
Mstep: Class 32 contains 247 members 
Mstep: Class 33 contains 10928 members 
Mstep: Class 34 contains 165 members 
Mstep: Class 35 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102185992.000000 Penalty: 77592.265625
Iteration 86Q: 36 clusters Score -1.02186e+08 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 64094 members 
Mstep: Class 3 contains 87572 members 
Mstep: Class 4 contains 62626 members 
Mstep: Class 5 contains 97068 members 
Mstep: Class 6 contains 3803 members 
Mstep: Class 7 contains 96797 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 13835 members 
Mstep: Class 10 contains 435 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 97501 members 
Mstep: Class 13 contains 71582 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 8364 members 
Mstep: Class 19 contains 80346 members 
Mstep: Class 20 contains 88171 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9388 members 
Mstep: Class 23 contains 2009 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 5742 members 
Mstep: Class 26 contains 2190 members 
Mstep: Class 27 contains 176 members 
Mstep: Class 28 contains 2371 members 
Mstep: Class 29 contains 7929 members 
Mstep: Class 30 contains 2379 members 
Mstep: Class 31 contains 1770 members 
Mstep: Class 32 contains 247 members 
Mstep: Class 33 contains 11092 members 
Mstep: Class 34 contains 165 members 
Mstep: Class 35 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102186504.000000 Penalty: 77592.265625
Iteration 87Q: 36 clusters Score -1.021865e+08 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 63532 members 
Mstep: Class 3 contains 88017 members 
Mstep: Class 4 contains 60578 members 
Mstep: Class 5 contains 97053 members 
Mstep: Class 6 contains 3800 members 
Mstep: Class 7 contains 96753 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 13813 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 97512 members 
Mstep: Class 13 contains 71313 members 
Mstep: Class 14 contains 4443 members 
Mstep: Class 15 contains 2229 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 8653 members 
Mstep: Class 19 contains 81769 members 
Mstep: Class 20 contains 88419 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9376 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 5751 members 
Mstep: Class 26 contains 2187 members 
Mstep: Class 27 contains 175 members 
Mstep: Class 28 contains 2372 members 
Mstep: Class 29 contains 8250 members 
Mstep: Class 30 contains 2409 members 
Mstep: Class 31 contains 1786 members 
Mstep: Class 32 contains 247 members 
Mstep: Class 33 contains 11276 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102186176.000000 Penalty: 77592.265625
Iteration 88Q: 36 clusters Score -1.021862e+08 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 63053 members 
Mstep: Class 3 contains 88214 members 
Mstep: Class 4 contains 58507 members 
Mstep: Class 5 contains 97096 members 
Mstep: Class 6 contains 3795 members 
Mstep: Class 7 contains 96716 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 13805 members 
Mstep: Class 10 contains 449 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 97511 members 
Mstep: Class 13 contains 71059 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 8883 members 
Mstep: Class 19 contains 83295 members 
Mstep: Class 20 contains 88730 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9364 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 5751 members 
Mstep: Class 26 contains 2186 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2373 members 
Mstep: Class 29 contains 8569 members 
Mstep: Class 30 contains 2430 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 247 members 
Mstep: Class 33 contains 11466 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102186784.000000 Penalty: 77592.265625
Iteration 89Q: 36 clusters Score -1.021868e+08 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 62657 members 
Mstep: Class 3 contains 88188 members 
Mstep: Class 4 contains 56352 members 
Mstep: Class 5 contains 97138 members 
Mstep: Class 6 contains 3795 members 
Mstep: Class 7 contains 96671 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 13800 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 97537 members 
Mstep: Class 13 contains 70812 members 
Mstep: Class 14 contains 4418 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 9116 members 
Mstep: Class 19 contains 85012 members 
Mstep: Class 20 contains 89053 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9344 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 5758 members 
Mstep: Class 26 contains 2182 members 
Mstep: Class 27 contains 169 members 
Mstep: Class 28 contains 2373 members 
Mstep: Class 29 contains 8890 members 
Mstep: Class 30 contains 2447 members 
Mstep: Class 31 contains 1805 members 
Mstep: Class 32 contains 247 members 
Mstep: Class 33 contains 11634 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102186256.000000 Penalty: 77592.265625
Iteration 90Q: 36 clusters Score -1.021863e+08 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 62307 members 
Mstep: Class 3 contains 88145 members 
Mstep: Class 4 contains 54105 members 
Mstep: Class 5 contains 97174 members 
Mstep: Class 6 contains 3794 members 
Mstep: Class 7 contains 96639 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 13776 members 
Mstep: Class 10 contains 469 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 97564 members 
Mstep: Class 13 contains 70544 members 
Mstep: Class 14 contains 4409 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 9320 members 
Mstep: Class 19 contains 86790 members 
Mstep: Class 20 contains 89405 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9336 members 
Mstep: Class 23 contains 2082 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 5768 members 
Mstep: Class 26 contains 2181 members 
Mstep: Class 27 contains 169 members 
Mstep: Class 28 contains 2375 members 
Mstep: Class 29 contains 9220 members 
Mstep: Class 30 contains 2471 members 
Mstep: Class 31 contains 1812 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 11797 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102186424.000000 Penalty: 77592.265625
Iteration 91Q: 36 clusters Score -1.021864e+08 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 61986 members 
Mstep: Class 3 contains 88074 members 
Mstep: Class 4 contains 51779 members 
Mstep: Class 5 contains 97246 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 96625 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 13765 members 
Mstep: Class 10 contains 474 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 97591 members 
Mstep: Class 13 contains 70290 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 9482 members 
Mstep: Class 19 contains 88595 members 
Mstep: Class 20 contains 89797 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9330 members 
Mstep: Class 23 contains 2093 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 5773 members 
Mstep: Class 26 contains 2181 members 
Mstep: Class 27 contains 171 members 
Mstep: Class 28 contains 2375 members 
Mstep: Class 29 contains 9529 members 
Mstep: Class 30 contains 2499 members 
Mstep: Class 31 contains 1824 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 11985 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102186888.000000 Penalty: 77592.265625
Iteration 92Q: 36 clusters Score -1.021869e+08 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 61730 members 
Mstep: Class 3 contains 87973 members 
Mstep: Class 4 contains 49475 members 
Mstep: Class 5 contains 97339 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 96622 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 13749 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 97635 members 
Mstep: Class 13 contains 70028 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1756 members 
Mstep: Class 18 contains 9595 members 
Mstep: Class 19 contains 90362 members 
Mstep: Class 20 contains 90190 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9321 members 
Mstep: Class 23 contains 2098 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 5784 members 
Mstep: Class 26 contains 2183 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2379 members 
Mstep: Class 29 contains 9837 members 
Mstep: Class 30 contains 2534 members 
Mstep: Class 31 contains 1835 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12158 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102186344.000000 Penalty: 77592.265625
Iteration 93Q: 36 clusters Score -1.021863e+08 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 61525 members 
Mstep: Class 3 contains 87978 members 
Mstep: Class 4 contains 47194 members 
Mstep: Class 5 contains 97444 members 
Mstep: Class 6 contains 3790 members 
Mstep: Class 7 contains 96565 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 13760 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 97710 members 
Mstep: Class 13 contains 69785 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 2332 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1748 members 
Mstep: Class 18 contains 9687 members 
Mstep: Class 19 contains 91916 members 
Mstep: Class 20 contains 90618 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9318 members 
Mstep: Class 23 contains 2100 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 2184 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2386 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 2559 members 
Mstep: Class 31 contains 1844 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12300 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102186232.000000 Penalty: 77592.265625
Iteration 94Q: 36 clusters Score -1.021862e+08 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 61396 members 
Mstep: Class 3 contains 88021 members 
Mstep: Class 4 contains 45207 members 
Mstep: Class 5 contains 97590 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 96494 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 13754 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 97752 members 
Mstep: Class 13 contains 69555 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1745 members 
Mstep: Class 18 contains 9751 members 
Mstep: Class 19 contains 93100 members 
Mstep: Class 20 contains 91040 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9308 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 1710 members 
Mstep: Class 25 contains 5807 members 
Mstep: Class 26 contains 2182 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2390 members 
Mstep: Class 29 contains 10495 members 
Mstep: Class 30 contains 2593 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12430 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102185552.000000 Penalty: 77592.265625
Iteration 95Q: 36 clusters Score -1.021856e+08 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 61259 members 
Mstep: Class 3 contains 88169 members 
Mstep: Class 4 contains 43157 members 
Mstep: Class 5 contains 97720 members 
Mstep: Class 6 contains 3795 members 
Mstep: Class 7 contains 96449 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 13734 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 97826 members 
Mstep: Class 13 contains 69325 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1739 members 
Mstep: Class 18 contains 9812 members 
Mstep: Class 19 contains 94171 members 
Mstep: Class 20 contains 91513 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9303 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 1707 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 2184 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 10830 members 
Mstep: Class 30 contains 2608 members 
Mstep: Class 31 contains 1870 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12558 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102184920.000000 Penalty: 77592.265625
Iteration 96Q: 36 clusters Score -1.021849e+08 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 61190 members 
Mstep: Class 3 contains 88393 members 
Mstep: Class 4 contains 41418 members 
Mstep: Class 5 contains 97824 members 
Mstep: Class 6 contains 3798 members 
Mstep: Class 7 contains 96386 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 13703 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 97934 members 
Mstep: Class 13 contains 69104 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 2375 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1725 members 
Mstep: Class 18 contains 9831 members 
Mstep: Class 19 contains 94836 members 
Mstep: Class 20 contains 91975 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9295 members 
Mstep: Class 23 contains 2117 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 2186 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2395 members 
Mstep: Class 29 contains 11185 members 
Mstep: Class 30 contains 2643 members 
Mstep: Class 31 contains 1885 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12686 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 36 clusters Score -1.021846e+08 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 61133 members 
Mstep: Class 3 contains 88622 members 
Mstep: Class 4 contains 40150 members 
Mstep: Class 5 contains 97941 members 
Mstep: Class 6 contains 3797 members 
Mstep: Class 7 contains 96356 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 13686 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 98076 members 
Mstep: Class 13 contains 68894 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1724 members 
Mstep: Class 18 contains 9865 members 
Mstep: Class 19 contains 95027 members 
Mstep: Class 20 contains 92350 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9296 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 1701 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 2186 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2401 members 
Mstep: Class 29 contains 11506 members 
Mstep: Class 30 contains 2672 members 
Mstep: Class 31 contains 1897 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12788 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 36 clusters Score -1.021836e+08 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 61100 members 
Mstep: Class 3 contains 88880 members 
Mstep: Class 4 contains 39205 members 
Mstep: Class 5 contains 98026 members 
Mstep: Class 6 contains 3801 members 
Mstep: Class 7 contains 96313 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 13674 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 98236 members 
Mstep: Class 13 contains 68693 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 2410 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 9896 members 
Mstep: Class 19 contains 94810 members 
Mstep: Class 20 contains 92764 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9293 members 
Mstep: Class 23 contains 2135 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 5838 members 
Mstep: Class 26 contains 2186 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2405 members 
Mstep: Class 29 contains 11831 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1907 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12902 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 36 clusters Score -1.021833e+08 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 61145 members 
Mstep: Class 3 contains 89134 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 98137 members 
Mstep: Class 6 contains 3799 members 
Mstep: Class 7 contains 96272 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 13658 members 
Mstep: Class 10 contains 529 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 98426 members 
Mstep: Class 13 contains 68519 members 
Mstep: Class 14 contains 4282 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 19 contains 94334 members 
Mstep: Class 20 contains 93080 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9290 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 2184 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 12127 members 
Mstep: Class 30 contains 2727 members 
Mstep: Class 31 contains 1913 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 13010 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102183720.000000 Penalty: 77592.265625
Iteration 100F: 36 clusters Score -1.021837e+08 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 61200 members 
Mstep: Class 3 contains 89384 members 
Mstep: Class 4 contains 36801 members 
Mstep: Class 5 contains 98203 members 
Mstep: Class 6 contains 3804 members 
Mstep: Class 7 contains 96149 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 13634 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 98632 members 
Mstep: Class 13 contains 68345 members 
Mstep: Class 14 contains 4269 members 
Mstep: Class 15 contains 2439 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 9935 members 
Mstep: Class 19 contains 94943 members 
Mstep: Class 20 contains 93385 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9279 members 
Mstep: Class 23 contains 2155 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 2183 members 
Mstep: Class 27 contains 174 members 
Mstep: Class 28 contains 2418 members 
Mstep: Class 29 contains 12481 members 
Mstep: Class 30 contains 2747 members 
Mstep: Class 31 contains 1919 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 13126 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102183440.000000 Penalty: 77592.265625
Iteration 101Q: 36 clusters Score -1.021834e+08 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 61298 members 
Mstep: Class 3 contains 89395 members 
Mstep: Class 4 contains 35171 members 
Mstep: Class 5 contains 98208 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 96095 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 13612 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 98886 members 
Mstep: Class 13 contains 68133 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 2444 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 95707 members 
Mstep: Class 20 contains 93665 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9271 members 
Mstep: Class 23 contains 2161 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 5879 members 
Mstep: Class 26 contains 2183 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2425 members 
Mstep: Class 29 contains 12811 members 
Mstep: Class 30 contains 2765 members 
Mstep: Class 31 contains 1923 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 13233 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102182848.000000 Penalty: 77592.265625
Iteration 102Q: 36 clusters Score -1.021828e+08 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 61395 members 
Mstep: Class 3 contains 89321 members 
Mstep: Class 4 contains 33693 members 
Mstep: Class 5 contains 98278 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 96101 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 13589 members 
Mstep: Class 10 contains 553 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 99139 members 
Mstep: Class 13 contains 67862 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 10006 members 
Mstep: Class 19 contains 96293 members 
Mstep: Class 20 contains 93983 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 2170 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 5898 members 
Mstep: Class 26 contains 2185 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2428 members 
Mstep: Class 29 contains 13131 members 
Mstep: Class 30 contains 2796 members 
Mstep: Class 31 contains 1930 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 13343 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102181880.000000 Penalty: 77592.265625
Iteration 103Q: 36 clusters Score -1.021819e+08 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 61528 members 
Mstep: Class 3 contains 89096 members 
Mstep: Class 4 contains 32367 members 
Mstep: Class 5 contains 98384 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 96152 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 13572 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 99395 members 
Mstep: Class 13 contains 67567 members 
Mstep: Class 14 contains 4211 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 96824 members 
Mstep: Class 20 contains 94288 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 2177 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 5912 members 
Mstep: Class 26 contains 2187 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2434 members 
Mstep: Class 29 contains 13428 members 
Mstep: Class 30 contains 2825 members 
Mstep: Class 31 contains 1936 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 13449 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102181320.000000 Penalty: 77592.265625
Iteration 104Q: 36 clusters Score -1.021813e+08 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 61694 members 
Mstep: Class 3 contains 89065 members 
Mstep: Class 4 contains 31149 members 
Mstep: Class 5 contains 98454 members 
Mstep: Class 6 contains 3823 members 
Mstep: Class 7 contains 96119 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 13554 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 99665 members 
Mstep: Class 13 contains 67329 members 
Mstep: Class 14 contains 4193 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1656 members 
Mstep: Class 18 contains 10084 members 
Mstep: Class 19 contains 97132 members 
Mstep: Class 20 contains 94547 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9241 members 
Mstep: Class 23 contains 2181 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 5923 members 
Mstep: Class 26 contains 2190 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2436 members 
Mstep: Class 29 contains 13749 members 
Mstep: Class 30 contains 2851 members 
Mstep: Class 31 contains 1940 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 13542 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102180552.000000 Penalty: 77592.265625
Iteration 105Q: 36 clusters Score -1.021806e+08 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 61925 members 
Mstep: Class 3 contains 88881 members 
Mstep: Class 4 contains 30089 members 
Mstep: Class 5 contains 98491 members 
Mstep: Class 6 contains 3823 members 
Mstep: Class 7 contains 96139 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 13538 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 99952 members 
Mstep: Class 13 contains 67076 members 
Mstep: Class 14 contains 4172 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 10102 members 
Mstep: Class 19 contains 97412 members 
Mstep: Class 20 contains 94757 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9229 members 
Mstep: Class 23 contains 2182 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 5946 members 
Mstep: Class 26 contains 2192 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2438 members 
Mstep: Class 29 contains 14081 members 
Mstep: Class 30 contains 2875 members 
Mstep: Class 31 contains 1943 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 13624 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102180400.000000 Penalty: 77592.265625
Iteration 106Q: 36 clusters Score -1.021804e+08 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 62164 members 
Mstep: Class 3 contains 88796 members 
Mstep: Class 4 contains 29068 members 
Mstep: Class 5 contains 98432 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 96134 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 13495 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 100294 members 
Mstep: Class 13 contains 66864 members 
Mstep: Class 14 contains 4159 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 10125 members 
Mstep: Class 19 contains 97709 members 
Mstep: Class 20 contains 94853 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9218 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 5966 members 
Mstep: Class 26 contains 2193 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2438 members 
Mstep: Class 29 contains 14404 members 
Mstep: Class 30 contains 2896 members 
Mstep: Class 31 contains 1946 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 13699 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102179728.000000 Penalty: 77592.265625
Iteration 107Q: 36 clusters Score -1.021797e+08 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 62448 members 
Mstep: Class 3 contains 88782 members 
Mstep: Class 4 contains 28137 members 
Mstep: Class 5 contains 98278 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 96088 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 13457 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 100689 members 
Mstep: Class 13 contains 66671 members 
Mstep: Class 14 contains 4137 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 10152 members 
Mstep: Class 19 contains 97896 members 
Mstep: Class 20 contains 94880 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9207 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 5985 members 
Mstep: Class 26 contains 2194 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2440 members 
Mstep: Class 29 contains 14739 members 
Mstep: Class 30 contains 2914 members 
Mstep: Class 31 contains 1948 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 13770 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102179112.000000 Penalty: 77592.265625
Iteration 108Q: 36 clusters Score -1.021791e+08 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 62738 members 
Mstep: Class 3 contains 88654 members 
Mstep: Class 4 contains 27343 members 
Mstep: Class 5 contains 98229 members 
Mstep: Class 6 contains 3848 members 
Mstep: Class 7 contains 96100 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 13424 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 101053 members 
Mstep: Class 13 contains 66465 members 
Mstep: Class 14 contains 4125 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 10174 members 
Mstep: Class 19 contains 97938 members 
Mstep: Class 20 contains 94940 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 2200 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 5995 members 
Mstep: Class 26 contains 2195 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2439 members 
Mstep: Class 29 contains 15080 members 
Mstep: Class 30 contains 2925 members 
Mstep: Class 31 contains 1954 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102178864.000000 Penalty: 77592.265625
Iteration 109Q: 36 clusters Score -1.021789e+08 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 63082 members 
Mstep: Class 3 contains 88553 members 
Mstep: Class 4 contains 26638 members 
Mstep: Class 5 contains 98080 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 96092 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 13391 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 101434 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 10191 members 
Mstep: Class 19 contains 97905 members 
Mstep: Class 20 contains 94988 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9172 members 
Mstep: Class 23 contains 2209 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 6003 members 
Mstep: Class 26 contains 2195 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2439 members 
Mstep: Class 29 contains 15450 members 
Mstep: Class 30 contains 2935 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 13901 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102178848.000000 Penalty: 77592.265625
Iteration 110Q: 36 clusters Score -1.021788e+08 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 63451 members 
Mstep: Class 3 contains 88502 members 
Mstep: Class 4 contains 25998 members 
Mstep: Class 5 contains 97975 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 96027 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 13342 members 
Mstep: Class 10 contains 561 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 101835 members 
Mstep: Class 13 contains 66040 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 18 contains 10204 members 
Mstep: Class 19 contains 97809 members 
Mstep: Class 20 contains 94924 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9164 members 
Mstep: Class 23 contains 2214 members 
Mstep: Class 24 contains 1690 members 
Mstep: Class 25 contains 6020 members 
Mstep: Class 26 contains 2195 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2438 members 
Mstep: Class 29 contains 15834 members 
Mstep: Class 30 contains 2939 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 13976 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102179208.000000 Penalty: 77592.265625
Iteration 111Q: 36 clusters Score -1.021792e+08 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 63853 members 
Mstep: Class 3 contains 88436 members 
Mstep: Class 4 contains 25514 members 
Mstep: Class 5 contains 97838 members 
Mstep: Class 6 contains 3858 members 
Mstep: Class 7 contains 95917 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 13278 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 102212 members 
Mstep: Class 13 contains 65841 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 2538 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 10221 members 
Mstep: Class 19 contains 97621 members 
Mstep: Class 20 contains 94821 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9151 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 6037 members 
Mstep: Class 26 contains 2195 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2443 members 
Mstep: Class 29 contains 16257 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 14042 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102179208.000000 Penalty: 77592.265625
Iteration 112Q: 36 clusters Score -1.021792e+08 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 64289 members 
Mstep: Class 3 contains 88392 members 
Mstep: Class 4 contains 25080 members 
Mstep: Class 5 contains 97675 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 95799 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 13226 members 
Mstep: Class 10 contains 565 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 102557 members 
Mstep: Class 13 contains 65655 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1529 members 
Mstep: Class 18 contains 10240 members 
Mstep: Class 19 contains 97422 members 
Mstep: Class 20 contains 94684 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9141 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 2197 members 
Mstep: Class 27 contains 172 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 16664 members 
Mstep: Class 30 contains 2967 members 
Mstep: Class 31 contains 1967 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 14115 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102179392.000000 Penalty: 77592.265625
Iteration 113Q: 36 clusters Score -1.021794e+08 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 64761 members 
Mstep: Class 3 contains 88381 members 
Mstep: Class 4 contains 24661 members 
Mstep: Class 5 contains 97532 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 95732 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 13179 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 102863 members 
Mstep: Class 13 contains 65456 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1514 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 19 contains 97145 members 
Mstep: Class 20 contains 94525 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9122 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 6083 members 
Mstep: Class 26 contains 2197 members 
Mstep: Class 27 contains 171 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 17067 members 
Mstep: Class 30 contains 2977 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 14188 members 
Mstep: Class 34 contains 169 members 
Mstep: Class 35 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102179848.000000 Penalty: 77592.265625
Iteration 114Q: 36 clusters Score -1.021798e+08 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 65236 members 
Mstep: Class 3 contains 88406 members 
Mstep: Class 4 contains 24320 members 
Mstep: Class 5 contains 97379 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 95692 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 13126 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 103116 members 
Mstep: Class 13 contains 65262 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1507 members 
Mstep: Class 18 contains 10284 members 
Mstep: Class 19 contains 96738 members 
Mstep: Class 20 contains 94399 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9114 members 
Mstep: Class 23 contains 2233 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 6098 members 
Mstep: Class 26 contains 2197 members 
Mstep: Class 27 contains 170 members 
Mstep: Class 28 contains 2448 members 
Mstep: Class 29 contains 17467 members 
Mstep: Class 30 contains 2990 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 14266 members 
Mstep: Class 34 contains 170 members 
Mstep: Class 35 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 36 clusters Score -1.021804e+08 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 65723 members 
Mstep: Class 3 contains 88366 members 
Mstep: Class 4 contains 24005 members 
Mstep: Class 5 contains 97219 members 
Mstep: Class 6 contains 3867 members 
Mstep: Class 7 contains 95634 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 13069 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 103366 members 
Mstep: Class 13 contains 65061 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1503 members 
Mstep: Class 18 contains 10317 members 
Mstep: Class 19 contains 96359 members 
Mstep: Class 20 contains 94279 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 9098 members 
Mstep: Class 23 contains 2236 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6100 members 
Mstep: Class 26 contains 2198 members 
Mstep: Class 27 contains 169 members 
Mstep: Class 28 contains 2452 members 
Mstep: Class 29 contains 17887 members 
Mstep: Class 30 contains 3003 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 14342 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102180560.000000 Penalty: 77592.265625
Iteration 116Q: 36 clusters Score -1.021806e+08 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 66296 members 
Mstep: Class 3 contains 88267 members 
Mstep: Class 4 contains 23710 members 
Mstep: Class 5 contains 97049 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 95563 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 13021 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 103550 members 
Mstep: Class 13 contains 64869 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 2618 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1503 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 96050 members 
Mstep: Class 20 contains 94119 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9077 members 
Mstep: Class 23 contains 2248 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 6106 members 
Mstep: Class 26 contains 2200 members 
Mstep: Class 27 contains 168 members 
Mstep: Class 28 contains 2455 members 
Mstep: Class 29 contains 18295 members 
Mstep: Class 30 contains 3012 members 
Mstep: Class 31 contains 1974 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 14425 members 
Mstep: Class 34 contains 180 members 
Mstep: Class 35 contains 353 members 
Entering Unmasked Estep 
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Iteration 117Q: 36 clusters Score -1.021814e+08 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 66825 members 
Mstep: Class 3 contains 88230 members 
Mstep: Class 4 contains 23456 members 
Mstep: Class 5 contains 96870 members 
Mstep: Class 6 contains 3874 members 
Mstep: Class 7 contains 95513 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 12975 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 103709 members 
Mstep: Class 13 contains 64652 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 15 contains 2632 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 95733 members 
Mstep: Class 20 contains 93952 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9057 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 6110 members 
Mstep: Class 26 contains 2200 members 
Mstep: Class 27 contains 167 members 
Mstep: Class 28 contains 2458 members 
Mstep: Class 29 contains 18714 members 
Mstep: Class 30 contains 3013 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 182 members 
Mstep: Class 35 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102181608.000000 Penalty: 77592.265625
Iteration 118Q: 36 clusters Score -1.021816e+08 nChanged 4930
Entering ConstructFrom: 
Score: -102181608.000000 Penalty: 77592.265625
Entering ConstructFrom: 
Trying to split cluster 1 (10012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Entering Unmasked Estep 
Score: -1221329.875000 Penalty: 1496.875122
	Iteration 0F: 2 clusters Score -1221330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1214188.875000 Penalty: 2993.750244
	Iteration 0F: 3 clusters Score -1214189 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1216411.625000 Penalty: 2993.750244
	Iteration 1F: 3 clusters Score -1216412 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1216668.500000 Penalty: 2993.750244
	Iteration 2F: 3 clusters Score -1216668 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1216857.000000 Penalty: 2993.750244
	Iteration 3Q: 3 clusters Score -1216857 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1217037.875000 Penalty: 2993.750244
	Iteration 4Q: 3 clusters Score -1217038 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1217268.250000 Penalty: 2993.750244
	Iteration 5Q: 3 clusters Score -1217268 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1217511.625000 Penalty: 2993.750244
	Iteration 6Q: 3 clusters Score -1217512 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1217779.875000 Penalty: 2993.750244
	Iteration 7Q: 3 clusters Score -1217780 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1218063.375000 Penalty: 2993.750244
	Iteration 8Q: 3 clusters Score -1218063 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1218381.250000 Penalty: 2993.750244
	Iteration 9Q: 3 clusters Score -1218381 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1218725.625000 Penalty: 2993.750244
	Iteration 10Q: 3 clusters Score -1218726 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1219105.000000 Penalty: 2993.750244
	Iteration 11Q: 3 clusters Score -1219105 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1219402.125000 Penalty: 2993.750244
	Iteration 12Q: 3 clusters Score -1219402 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1219606.750000 Penalty: 2993.750244
	Iteration 13Q: 3 clusters Score -1219607 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1219722.250000 Penalty: 2993.750244
	Iteration 14Q: 3 clusters Score -1219722 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1219804.875000 Penalty: 2993.750244
	Iteration 15Q: 3 clusters Score -1219805 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1219859.250000 Penalty: 2993.750244
	Iteration 16Q: 3 clusters Score -1219859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1219893.375000 Penalty: 2993.750244
	Iteration 17Q: 3 clusters Score -1219893 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1219919.250000 Penalty: 2993.750244
	Iteration 18Q: 3 clusters Score -1219919 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1219946.875000 Penalty: 2993.750244
	Iteration 19Q: 3 clusters Score -1219947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1219970.000000 Penalty: 2993.750244
	Iteration 20F: 3 clusters Score -1219970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1219986.000000 Penalty: 2993.750244
	Iteration 21Q: 3 clusters Score -1219986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1219996.875000 Penalty: 2993.750244
	Iteration 22Q: 3 clusters Score -1219997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1220006.125000 Penalty: 2993.750244
	Iteration 23Q: 3 clusters Score -1220006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1220017.375000 Penalty: 2993.750244
	Iteration 24Q: 3 clusters Score -1220017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1220027.625000 Penalty: 2993.750244
	Iteration 25Q: 3 clusters Score -1220028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1220034.750000 Penalty: 2993.750244
	Iteration 26Q: 3 clusters Score -1220035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1220038.375000 Penalty: 2993.750244
	Iteration 27Q: 3 clusters Score -1220038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1220040.500000 Penalty: 2993.750244
	Iteration 28Q: 3 clusters Score -1220040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1220040.750000 Penalty: 2993.750244
	Iteration 29Q: 3 clusters Score -1220041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1220047.750000 Penalty: 2993.750244
	Iteration 30Q: 3 clusters Score -1220048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1220053.250000 Penalty: 2993.750244
	Iteration 31Q: 3 clusters Score -1220053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1220056.375000 Penalty: 2993.750244
	Iteration 32Q: 3 clusters Score -1220056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1220055.500000 Penalty: 2993.750244
	Iteration 33Q: 3 clusters Score -1220056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1220057.500000 Penalty: 2993.750244
	Iteration 34Q: 3 clusters Score -1220058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1220058.500000 Penalty: 2993.750244
	Iteration 35Q: 3 clusters Score -1220058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1220059.625000 Penalty: 2993.750244
	Iteration 36Q: 3 clusters Score -1220060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1220062.250000 Penalty: 2993.750244
	Iteration 37Q: 3 clusters Score -1220062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1220064.125000 Penalty: 2993.750244
	Iteration 38Q: 3 clusters Score -1220064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1220064.500000 Penalty: 2993.750244
	Iteration 39Q: 3 clusters Score -1220064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1220064.750000 Penalty: 2993.750244
	Iteration 40F: 3 clusters Score -1220065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1220069.875000 Penalty: 2993.750244
	Iteration 41Q: 3 clusters Score -1220070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1220070.625000 Penalty: 2993.750244
	Iteration 42Q: 3 clusters Score -1220071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1220072.125000 Penalty: 2993.750244
	Iteration 43Q: 3 clusters Score -1220072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1220076.750000 Penalty: 2993.750244
	Iteration 44Q: 3 clusters Score -1220077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1220075.000000 Penalty: 2993.750244
	Iteration 45Q: 3 clusters Score -1220075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1220076.125000 Penalty: 2993.750244
	Iteration 46Q: 3 clusters Score -1220076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1220074.625000 Penalty: 2993.750244
	Iteration 47Q: 3 clusters Score -1220075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1220077.000000 Penalty: 2993.750244
	Iteration 48Q: 3 clusters Score -1220077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1220077.250000 Penalty: 2993.750244
	Iteration 49Q: 3 clusters Score -1220077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1220073.750000 Penalty: 2993.750244
	Iteration 50Q: 3 clusters Score -1220074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1220073.625000 Penalty: 2993.750244
	Iteration 51Q: 3 clusters Score -1220074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1220073.625000 Penalty: 2993.750244
	Iteration 52F: 3 clusters Score -1220074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Entering Unmasked Estep 
Score: -8252055.000000 Penalty: 1806.641235
	Iteration 0F: 2 clusters Score -8252055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -8207033.000000 Penalty: 3613.282471
	Iteration 0F: 3 clusters Score -8207033 nChanged 31912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -8225117.000000 Penalty: 3613.282471
	Iteration 1F: 3 clusters Score -8225117 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -8225590.000000 Penalty: 3613.282471
	Iteration 2Q: 3 clusters Score -8225590 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -8226130.500000 Penalty: 3613.282471
	Iteration 3Q: 3 clusters Score -8226130 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -8226807.000000 Penalty: 3613.282471
	Iteration 4Q: 3 clusters Score -8226807 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -8227799.500000 Penalty: 3613.282471
	Iteration 5Q: 3 clusters Score -8227800 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -8229690.000000 Penalty: 3613.282471
	Iteration 6F: 3 clusters Score -8229690 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -8232741.000000 Penalty: 3613.282471
	Iteration 7F: 3 clusters Score -8232741 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -8237369.500000 Penalty: 3613.282471
	Iteration 8F: 3 clusters Score -8237370 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -8242440.500000 Penalty: 3613.282471
	Iteration 9F: 3 clusters Score -8242440 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -8246393.000000 Penalty: 3613.282471
	Iteration 10F: 3 clusters Score -8246393 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8248751.000000 Penalty: 3613.282471
	Iteration 11Q: 3 clusters Score -8248751 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8249797.500000 Penalty: 3613.282471
	Iteration 12Q: 3 clusters Score -8249798 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8250149.500000 Penalty: 3613.282471
	Iteration 13Q: 3 clusters Score -8250150 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8250324.500000 Penalty: 3613.282471
	Iteration 14Q: 3 clusters Score -8250324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8250406.500000 Penalty: 3613.282471
	Iteration 15Q: 3 clusters Score -8250406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8250442.000000 Penalty: 3613.282471
	Iteration 16Q: 3 clusters Score -8250442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8250452.000000 Penalty: 3613.282471
	Iteration 17Q: 3 clusters Score -8250452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8250464.500000 Penalty: 3613.282471
	Iteration 18Q: 3 clusters Score -8250464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8250463.000000 Penalty: 3613.282471
	Iteration 19Q: 3 clusters Score -8250463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8250463.000000 Penalty: 3613.282471
	Iteration 20F: 3 clusters Score -8250463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (88152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Entering Unmasked Estep 
Score: -11006229.000000 Penalty: 1850.357910
	Iteration 0F: 2 clusters Score -1.100623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -10949138.000000 Penalty: 3700.715820
	Iteration 0F: 3 clusters Score -1.094914e+07 nChanged 42005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -10973813.000000 Penalty: 3700.715820
	Iteration 1F: 3 clusters Score -1.097381e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -10975564.000000 Penalty: 3700.715820
	Iteration 2F: 3 clusters Score -1.097556e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -10978619.000000 Penalty: 3700.715820
	Iteration 3F: 3 clusters Score -1.097862e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -10983531.000000 Penalty: 3700.715820
	Iteration 4F: 3 clusters Score -1.098353e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -10989678.000000 Penalty: 3700.715820
	Iteration 5F: 3 clusters Score -1.098968e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -10995083.000000 Penalty: 3700.715820
	Iteration 6F: 3 clusters Score -1.099508e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -10998078.000000 Penalty: 3700.715820
	Iteration 7Q: 3 clusters Score -1.099808e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -10999082.000000 Penalty: 3700.715820
	Iteration 8Q: 3 clusters Score -1.099908e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -10999398.000000 Penalty: 3700.715820
	Iteration 9Q: 3 clusters Score -1.09994e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -10999566.000000 Penalty: 3700.715820
	Iteration 10Q: 3 clusters Score -1.099957e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -10999707.000000 Penalty: 3700.715820
	Iteration 11Q: 3 clusters Score -1.099971e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -10999704.000000 Penalty: 3700.715820
	Iteration 12Q: 3 clusters Score -1.09997e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -10999685.000000 Penalty: 3700.715820
	Iteration 13Q: 3 clusters Score -1.099968e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -10999715.000000 Penalty: 3700.715820
	Iteration 14Q: 3 clusters Score -1.099972e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -10999661.000000 Penalty: 3700.715820
	Iteration 15Q: 3 clusters Score -1.099966e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -10999658.000000 Penalty: 3700.715820
	Iteration 16Q: 3 clusters Score -1.099966e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67511 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -10999653.000000 Penalty: 3700.715820
	Iteration 17Q: 3 clusters Score -1.099965e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -10999633.000000 Penalty: 3700.715820
	Iteration 18Q: 3 clusters Score -1.099963e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -10999612.000000 Penalty: 3700.715820
	Iteration 19Q: 3 clusters Score -1.099961e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -10999592.000000 Penalty: 3700.715820
	Iteration 20F: 3 clusters Score -1.099959e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -10999566.000000 Penalty: 3700.715820
	Iteration 21Q: 3 clusters Score -1.099957e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -10999518.000000 Penalty: 3700.715820
	Iteration 22Q: 3 clusters Score -1.099952e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -10999465.000000 Penalty: 3700.715820
	Iteration 23Q: 3 clusters Score -1.099946e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -10999408.000000 Penalty: 3700.715820
	Iteration 24Q: 3 clusters Score -1.099941e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -10999357.000000 Penalty: 3700.715820
	Iteration 25Q: 3 clusters Score -1.099936e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -10999297.000000 Penalty: 3700.715820
	Iteration 26Q: 3 clusters Score -1.09993e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -10999259.000000 Penalty: 3700.715820
	Iteration 27Q: 3 clusters Score -1.099926e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -10999291.000000 Penalty: 3700.715820
	Iteration 28Q: 3 clusters Score -1.099929e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -10999318.000000 Penalty: 3700.715820
	Iteration 29Q: 3 clusters Score -1.099932e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -10999364.000000 Penalty: 3700.715820
	Iteration 30Q: 3 clusters Score -1.099936e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -10999342.000000 Penalty: 3700.715820
	Iteration 31Q: 3 clusters Score -1.099934e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -10999393.000000 Penalty: 3700.715820
	Iteration 32Q: 3 clusters Score -1.099939e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -10999359.000000 Penalty: 3700.715820
	Iteration 33Q: 3 clusters Score -1.099936e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -10999373.000000 Penalty: 3700.715820
	Iteration 34Q: 3 clusters Score -1.099937e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -10999362.000000 Penalty: 3700.715820
	Iteration 35Q: 3 clusters Score -1.099936e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -10999369.000000 Penalty: 3700.715820
	Iteration 36Q: 3 clusters Score -1.099937e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -10999385.000000 Penalty: 3700.715820
	Iteration 37Q: 3 clusters Score -1.099938e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -10999393.000000 Penalty: 3700.715820
	Iteration 38Q: 3 clusters Score -1.099939e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -10999388.000000 Penalty: 3700.715820
	Iteration 39Q: 3 clusters Score -1.099939e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -10999378.000000 Penalty: 3700.715820
	Iteration 40F: 3 clusters Score -1.099938e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -10999371.000000 Penalty: 3700.715820
	Iteration 41Q: 3 clusters Score -1.099937e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -10999393.000000 Penalty: 3700.715820
	Iteration 42Q: 3 clusters Score -1.099939e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -10999450.000000 Penalty: 3700.715820
	Iteration 43Q: 3 clusters Score -1.099945e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -10999486.000000 Penalty: 3700.715820
	Iteration 44Q: 3 clusters Score -1.099949e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -10999539.000000 Penalty: 3700.715820
	Iteration 45Q: 3 clusters Score -1.099954e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -10999668.000000 Penalty: 3700.715820
	Iteration 46Q: 3 clusters Score -1.099967e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -10999727.000000 Penalty: 3700.715820
	Iteration 47Q: 3 clusters Score -1.099973e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -10999734.000000 Penalty: 3700.715820
	Iteration 48Q: 3 clusters Score -1.099973e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -10999807.000000 Penalty: 3700.715820
	Iteration 49Q: 3 clusters Score -1.099981e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -10999833.000000 Penalty: 3700.715820
	Iteration 50Q: 3 clusters Score -1.099983e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -10999850.000000 Penalty: 3700.715820
	Iteration 51Q: 3 clusters Score -1.099985e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -10999909.000000 Penalty: 3700.715820
	Iteration 52Q: 3 clusters Score -1.099991e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -10999934.000000 Penalty: 3700.715820
	Iteration 53Q: 3 clusters Score -1.099993e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -10999989.000000 Penalty: 3700.715820
	Iteration 54Q: 3 clusters Score -1.099999e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -11000073.000000 Penalty: 3700.715820
	Iteration 55Q: 3 clusters Score -1.100007e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -11000144.000000 Penalty: 3700.715820
	Iteration 56Q: 3 clusters Score -1.100014e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -11000163.000000 Penalty: 3700.715820
	Iteration 57Q: 3 clusters Score -1.100016e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -11000207.000000 Penalty: 3700.715820
	Iteration 58Q: 3 clusters Score -1.100021e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -11000201.000000 Penalty: 3700.715820
	Iteration 59Q: 3 clusters Score -1.10002e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -11000199.000000 Penalty: 3700.715820
	Iteration 60F: 3 clusters Score -1.10002e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -11000220.000000 Penalty: 3700.715820
	Iteration 61Q: 3 clusters Score -1.100022e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -11000245.000000 Penalty: 3700.715820
	Iteration 62Q: 3 clusters Score -1.100024e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -11000291.000000 Penalty: 3700.715820
	Iteration 63Q: 3 clusters Score -1.100029e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -11000290.000000 Penalty: 3700.715820
	Iteration 64Q: 3 clusters Score -1.100029e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -11000299.000000 Penalty: 3700.715820
	Iteration 65Q: 3 clusters Score -1.10003e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -11000349.000000 Penalty: 3700.715820
	Iteration 66Q: 3 clusters Score -1.100035e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -11000360.000000 Penalty: 3700.715820
	Iteration 67Q: 3 clusters Score -1.100036e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -11000333.000000 Penalty: 3700.715820
	Iteration 68Q: 3 clusters Score -1.100033e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -11000350.000000 Penalty: 3700.715820
	Iteration 69Q: 3 clusters Score -1.100035e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -11000344.000000 Penalty: 3700.715820
	Iteration 70Q: 3 clusters Score -1.100034e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -11000366.000000 Penalty: 3700.715820
	Iteration 71Q: 3 clusters Score -1.100037e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -11000381.000000 Penalty: 3700.715820
	Iteration 72Q: 3 clusters Score -1.100038e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -11000360.000000 Penalty: 3700.715820
	Iteration 73Q: 3 clusters Score -1.100036e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -11000350.000000 Penalty: 3700.715820
	Iteration 74Q: 3 clusters Score -1.100035e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -11000400.000000 Penalty: 3700.715820
	Iteration 75Q: 3 clusters Score -1.10004e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -11000391.000000 Penalty: 3700.715820
	Iteration 76Q: 3 clusters Score -1.100039e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -11000401.000000 Penalty: 3700.715820
	Iteration 77Q: 3 clusters Score -1.10004e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -11000424.000000 Penalty: 3700.715820
	Iteration 78Q: 3 clusters Score -1.100042e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -11000422.000000 Penalty: 3700.715820
	Iteration 79Q: 3 clusters Score -1.100042e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -11000418.000000 Penalty: 3700.715820
	Iteration 80F: 3 clusters Score -1.100042e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -11000442.000000 Penalty: 3700.715820
	Iteration 81Q: 3 clusters Score -1.100044e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -11000441.000000 Penalty: 3700.715820
	Iteration 82Q: 3 clusters Score -1.100044e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -11000441.000000 Penalty: 3700.715820
	Iteration 83Q: 3 clusters Score -1.100044e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -11000428.000000 Penalty: 3700.715820
	Iteration 84Q: 3 clusters Score -1.100043e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -11000423.000000 Penalty: 3700.715820
	Iteration 85Q: 3 clusters Score -1.100042e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -11000418.000000 Penalty: 3700.715820
	Iteration 86Q: 3 clusters Score -1.100042e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -11000436.000000 Penalty: 3700.715820
	Iteration 87Q: 3 clusters Score -1.100044e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -11000439.000000 Penalty: 3700.715820
	Iteration 88Q: 3 clusters Score -1.100044e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -11000434.000000 Penalty: 3700.715820
	Iteration 89Q: 3 clusters Score -1.100043e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -11000426.000000 Penalty: 3700.715820
	Iteration 90Q: 3 clusters Score -1.100043e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -11000433.000000 Penalty: 3700.715820
	Iteration 91Q: 3 clusters Score -1.100043e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -11000446.000000 Penalty: 3700.715820
	Iteration 92Q: 3 clusters Score -1.100045e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -11000458.000000 Penalty: 3700.715820
	Iteration 93Q: 3 clusters Score -1.100046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -11000454.000000 Penalty: 3700.715820
	Iteration 94Q: 3 clusters Score -1.100045e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -11000455.000000 Penalty: 3700.715820
	Iteration 95Q: 3 clusters Score -1.100046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -11000460.000000 Penalty: 3700.715820
	Iteration 96Q: 3 clusters Score -1.100046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -11000459.000000 Penalty: 3700.715820
	Iteration 97Q: 3 clusters Score -1.100046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -11000461.000000 Penalty: 3700.715820
	Iteration 98Q: 3 clusters Score -1.100046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -11000469.000000 Penalty: 3700.715820
	Iteration 99Q: 3 clusters Score -1.100047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -11000474.000000 Penalty: 3700.715820
	Iteration 100F: 3 clusters Score -1.100047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -11000478.000000 Penalty: 3700.715820
	Iteration 101Q: 3 clusters Score -1.100048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -11000487.000000 Penalty: 3700.715820
	Iteration 102Q: 3 clusters Score -1.100049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -11000485.000000 Penalty: 3700.715820
	Iteration 103Q: 3 clusters Score -1.100048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -11000478.000000 Penalty: 3700.715820
	Iteration 104Q: 3 clusters Score -1.100048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -11000475.000000 Penalty: 3700.715820
	Iteration 105Q: 3 clusters Score -1.100048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -11000482.000000 Penalty: 3700.715820
	Iteration 106Q: 3 clusters Score -1.100048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -11000485.000000 Penalty: 3700.715820
	Iteration 107Q: 3 clusters Score -1.100048e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -11000501.000000 Penalty: 3700.715820
	Iteration 108Q: 3 clusters Score -1.10005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -11000487.000000 Penalty: 3700.715820
	Iteration 109Q: 3 clusters Score -1.100049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -11000494.000000 Penalty: 3700.715820
	Iteration 110Q: 3 clusters Score -1.100049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -11000483.000000 Penalty: 3700.715820
	Iteration 111Q: 3 clusters Score -1.100048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -11000478.000000 Penalty: 3700.715820
	Iteration 112Q: 3 clusters Score -1.100048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -11000479.000000 Penalty: 3700.715820
	Iteration 113Q: 3 clusters Score -1.100048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -11000478.000000 Penalty: 3700.715820
	Iteration 114Q: 3 clusters Score -1.100048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -11000478.000000 Penalty: 3700.715820
	Iteration 115Q: 3 clusters Score -1.100048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -11000478.000000 Penalty: 3700.715820
	Iteration 116Q: 3 clusters Score -1.100048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -11000483.000000 Penalty: 3700.715820
	Iteration 117Q: 3 clusters Score -1.100048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -11000477.000000 Penalty: 3700.715820
	Iteration 118Q: 3 clusters Score -1.100048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -11000480.000000 Penalty: 3700.715820
	Iteration 119Q: 3 clusters Score -1.100048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -11000476.000000 Penalty: 3700.715820
	Iteration 120F: 3 clusters Score -1.100048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -11000466.000000 Penalty: 3700.715820
	Iteration 121Q: 3 clusters Score -1.100047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -11000474.000000 Penalty: 3700.715820
	Iteration 122Q: 3 clusters Score -1.100047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -11000474.000000 Penalty: 3700.715820
	Iteration 123Q: 3 clusters Score -1.100047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -11000480.000000 Penalty: 3700.715820
	Iteration 124Q: 3 clusters Score -1.100048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -11000472.000000 Penalty: 3700.715820
	Iteration 125Q: 3 clusters Score -1.100047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -11000475.000000 Penalty: 3700.715820
	Iteration 126Q: 3 clusters Score -1.100048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -11000478.000000 Penalty: 3700.715820
	Iteration 127Q: 3 clusters Score -1.100048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -11000478.000000 Penalty: 3700.715820
	Iteration 128F: 3 clusters Score -1.100048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Entering Unmasked Estep 
Score: -2949824.000000 Penalty: 1634.050171
	Iteration 0F: 2 clusters Score -2949824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2933868.250000 Penalty: 3268.100342
	Iteration 0F: 3 clusters Score -2933868 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2939759.000000 Penalty: 3268.100342
	Iteration 1F: 3 clusters Score -2939759 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2940127.500000 Penalty: 3268.100342
	Iteration 2Q: 3 clusters Score -2940128 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2940515.250000 Penalty: 3268.100342
	Iteration 3Q: 3 clusters Score -2940515 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2940983.750000 Penalty: 3268.100342
	Iteration 4Q: 3 clusters Score -2940984 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2941598.750000 Penalty: 3268.100342
	Iteration 5F: 3 clusters Score -2941599 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2942404.750000 Penalty: 3268.100342
	Iteration 6F: 3 clusters Score -2942405 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2943441.250000 Penalty: 3268.100342
	Iteration 7F: 3 clusters Score -2943441 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2944535.750000 Penalty: 3268.100342
	Iteration 8F: 3 clusters Score -2944536 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2945429.750000 Penalty: 3268.100342
	Iteration 9F: 3 clusters Score -2945430 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2945992.250000 Penalty: 3268.100342
	Iteration 10Q: 3 clusters Score -2945992 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2946292.250000 Penalty: 3268.100342
	Iteration 11Q: 3 clusters Score -2946292 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2946477.250000 Penalty: 3268.100342
	Iteration 12Q: 3 clusters Score -2946477 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2946614.500000 Penalty: 3268.100342
	Iteration 13Q: 3 clusters Score -2946614 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2946723.250000 Penalty: 3268.100342
	Iteration 14Q: 3 clusters Score -2946723 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2946824.000000 Penalty: 3268.100342
	Iteration 15Q: 3 clusters Score -2946824 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2946921.250000 Penalty: 3268.100342
	Iteration 16Q: 3 clusters Score -2946921 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2947026.000000 Penalty: 3268.100342
	Iteration 17Q: 3 clusters Score -2947026 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2947117.750000 Penalty: 3268.100342
	Iteration 18Q: 3 clusters Score -2947118 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2947197.750000 Penalty: 3268.100342
	Iteration 19Q: 3 clusters Score -2947198 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2947271.250000 Penalty: 3268.100342
	Iteration 20F: 3 clusters Score -2947271 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2947341.500000 Penalty: 3268.100342
	Iteration 21Q: 3 clusters Score -2947342 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2947420.750000 Penalty: 3268.100342
	Iteration 22Q: 3 clusters Score -2947421 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2947462.250000 Penalty: 3268.100342
	Iteration 23Q: 3 clusters Score -2947462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2947527.000000 Penalty: 3268.100342
	Iteration 24Q: 3 clusters Score -2947527 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2947581.750000 Penalty: 3268.100342
	Iteration 25Q: 3 clusters Score -2947582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2947633.500000 Penalty: 3268.100342
	Iteration 26Q: 3 clusters Score -2947634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2947682.250000 Penalty: 3268.100342
	Iteration 27Q: 3 clusters Score -2947682 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2947740.000000 Penalty: 3268.100342
	Iteration 28Q: 3 clusters Score -2947740 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2947783.500000 Penalty: 3268.100342
	Iteration 29Q: 3 clusters Score -2947784 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2947814.500000 Penalty: 3268.100342
	Iteration 30Q: 3 clusters Score -2947814 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2947845.000000 Penalty: 3268.100342
	Iteration 31Q: 3 clusters Score -2947845 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2947885.500000 Penalty: 3268.100342
	Iteration 32Q: 3 clusters Score -2947886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2947907.750000 Penalty: 3268.100342
	Iteration 33Q: 3 clusters Score -2947908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2947933.500000 Penalty: 3268.100342
	Iteration 34Q: 3 clusters Score -2947934 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2947943.250000 Penalty: 3268.100342
	Iteration 35Q: 3 clusters Score -2947943 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2947973.250000 Penalty: 3268.100342
	Iteration 36Q: 3 clusters Score -2947973 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2948003.750000 Penalty: 3268.100342
	Iteration 37Q: 3 clusters Score -2948004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2948022.750000 Penalty: 3268.100342
	Iteration 38Q: 3 clusters Score -2948023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2948042.250000 Penalty: 3268.100342
	Iteration 39Q: 3 clusters Score -2948042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2948074.750000 Penalty: 3268.100342
	Iteration 40F: 3 clusters Score -2948075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2948093.250000 Penalty: 3268.100342
	Iteration 41Q: 3 clusters Score -2948093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2948121.250000 Penalty: 3268.100342
	Iteration 42Q: 3 clusters Score -2948121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2948130.500000 Penalty: 3268.100342
	Iteration 43Q: 3 clusters Score -2948130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2948147.000000 Penalty: 3268.100342
	Iteration 44Q: 3 clusters Score -2948147 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2948160.500000 Penalty: 3268.100342
	Iteration 45Q: 3 clusters Score -2948160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2948185.000000 Penalty: 3268.100342
	Iteration 46Q: 3 clusters Score -2948185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2948199.000000 Penalty: 3268.100342
	Iteration 47Q: 3 clusters Score -2948199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2948219.000000 Penalty: 3268.100342
	Iteration 48Q: 3 clusters Score -2948219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2948240.250000 Penalty: 3268.100342
	Iteration 49Q: 3 clusters Score -2948240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2948250.750000 Penalty: 3268.100342
	Iteration 50Q: 3 clusters Score -2948251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2948251.000000 Penalty: 3268.100342
	Iteration 51Q: 3 clusters Score -2948251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2948263.750000 Penalty: 3268.100342
	Iteration 52Q: 3 clusters Score -2948264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2948265.000000 Penalty: 3268.100342
	Iteration 53Q: 3 clusters Score -2948265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2948271.000000 Penalty: 3268.100342
	Iteration 54Q: 3 clusters Score -2948271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2948270.000000 Penalty: 3268.100342
	Iteration 55Q: 3 clusters Score -2948270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2948273.250000 Penalty: 3268.100342
	Iteration 56Q: 3 clusters Score -2948273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2948278.500000 Penalty: 3268.100342
	Iteration 57Q: 3 clusters Score -2948278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2948281.250000 Penalty: 3268.100342
	Iteration 58Q: 3 clusters Score -2948281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2948281.750000 Penalty: 3268.100342
	Iteration 59Q: 3 clusters Score -2948282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2948287.000000 Penalty: 3268.100342
	Iteration 60F: 3 clusters Score -2948287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2948283.250000 Penalty: 3268.100342
	Iteration 61Q: 3 clusters Score -2948283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2948283.500000 Penalty: 3268.100342
	Iteration 62Q: 3 clusters Score -2948284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2948283.500000 Penalty: 3268.100342
	Iteration 63Q: 3 clusters Score -2948284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2948286.250000 Penalty: 3268.100342
	Iteration 64Q: 3 clusters Score -2948286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2948286.250000 Penalty: 3268.100342
	Iteration 65Q: 3 clusters Score -2948286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2948287.750000 Penalty: 3268.100342
	Iteration 66Q: 3 clusters Score -2948288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2948283.750000 Penalty: 3268.100342
	Iteration 67Q: 3 clusters Score -2948284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2948288.500000 Penalty: 3268.100342
	Iteration 68Q: 3 clusters Score -2948288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2948289.250000 Penalty: 3268.100342
	Iteration 69Q: 3 clusters Score -2948289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2948292.750000 Penalty: 3268.100342
	Iteration 70Q: 3 clusters Score -2948293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2948293.250000 Penalty: 3268.100342
	Iteration 71Q: 3 clusters Score -2948293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2948297.500000 Penalty: 3268.100342
	Iteration 72Q: 3 clusters Score -2948298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2948303.750000 Penalty: 3268.100342
	Iteration 73Q: 3 clusters Score -2948304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2948310.250000 Penalty: 3268.100342
	Iteration 74Q: 3 clusters Score -2948310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2948319.000000 Penalty: 3268.100342
	Iteration 75Q: 3 clusters Score -2948319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2948322.000000 Penalty: 3268.100342
	Iteration 76Q: 3 clusters Score -2948322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2948323.750000 Penalty: 3268.100342
	Iteration 77Q: 3 clusters Score -2948324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2948327.000000 Penalty: 3268.100342
	Iteration 78Q: 3 clusters Score -2948327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2948327.250000 Penalty: 3268.100342
	Iteration 79Q: 3 clusters Score -2948327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2948336.000000 Penalty: 3268.100342
	Iteration 80F: 3 clusters Score -2948336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2948338.250000 Penalty: 3268.100342
	Iteration 81Q: 3 clusters Score -2948338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2948344.000000 Penalty: 3268.100342
	Iteration 82Q: 3 clusters Score -2948344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2948347.750000 Penalty: 3268.100342
	Iteration 83Q: 3 clusters Score -2948348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2948356.250000 Penalty: 3268.100342
	Iteration 84Q: 3 clusters Score -2948356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2948357.250000 Penalty: 3268.100342
	Iteration 85Q: 3 clusters Score -2948357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2948358.500000 Penalty: 3268.100342
	Iteration 86Q: 3 clusters Score -2948358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2948356.500000 Penalty: 3268.100342
	Iteration 87Q: 3 clusters Score -2948356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2948360.500000 Penalty: 3268.100342
	Iteration 88Q: 3 clusters Score -2948360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2948363.250000 Penalty: 3268.100342
	Iteration 89Q: 3 clusters Score -2948363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2948366.750000 Penalty: 3268.100342
	Iteration 90Q: 3 clusters Score -2948367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2948363.750000 Penalty: 3268.100342
	Iteration 91Q: 3 clusters Score -2948364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2948365.750000 Penalty: 3268.100342
	Iteration 92Q: 3 clusters Score -2948366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2948370.000000 Penalty: 3268.100342
	Iteration 93Q: 3 clusters Score -2948370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2948370.250000 Penalty: 3268.100342
	Iteration 94Q: 3 clusters Score -2948370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2948368.750000 Penalty: 3268.100342
	Iteration 95Q: 3 clusters Score -2948369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2948372.000000 Penalty: 3268.100342
	Iteration 96Q: 3 clusters Score -2948372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2948378.500000 Penalty: 3268.100342
	Iteration 97Q: 3 clusters Score -2948378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2948378.250000 Penalty: 3268.100342
	Iteration 98Q: 3 clusters Score -2948378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2948372.250000 Penalty: 3268.100342
	Iteration 99Q: 3 clusters Score -2948372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2948375.000000 Penalty: 3268.100342
	Iteration 100F: 3 clusters Score -2948375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2948375.500000 Penalty: 3268.100342
	Iteration 101Q: 3 clusters Score -2948376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2948374.750000 Penalty: 3268.100342
	Iteration 102Q: 3 clusters Score -2948375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2948373.250000 Penalty: 3268.100342
	Iteration 103Q: 3 clusters Score -2948373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2948373.250000 Penalty: 3268.100342
	Iteration 104F: 3 clusters Score -2948373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (96668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Entering Unmasked Estep 
Score: -12081087.000000 Penalty: 1865.343506
	Iteration 0F: 2 clusters Score -1.208109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -12025447.000000 Penalty: 3730.687012
	Iteration 0F: 3 clusters Score -1.202545e+07 nChanged 46198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -12052116.000000 Penalty: 3730.687012
	Iteration 1F: 3 clusters Score -1.205212e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -12052863.000000 Penalty: 3730.687012
	Iteration 2Q: 3 clusters Score -1.205286e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -12053851.000000 Penalty: 3730.687012
	Iteration 3Q: 3 clusters Score -1.205385e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -12055025.000000 Penalty: 3730.687012
	Iteration 4Q: 3 clusters Score -1.205502e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -12057001.000000 Penalty: 3730.687012
	Iteration 5Q: 3 clusters Score -1.2057e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -12059960.000000 Penalty: 3730.687012
	Iteration 6F: 3 clusters Score -1.205996e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -12064280.000000 Penalty: 3730.687012
	Iteration 7F: 3 clusters Score -1.206428e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -12069443.000000 Penalty: 3730.687012
	Iteration 8F: 3 clusters Score -1.206944e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -12074066.000000 Penalty: 3730.687012
	Iteration 9F: 3 clusters Score -1.207407e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -12076612.000000 Penalty: 3730.687012
	Iteration 10Q: 3 clusters Score -1.207661e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -12077925.000000 Penalty: 3730.687012
	Iteration 11Q: 3 clusters Score -1.207792e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -12078696.000000 Penalty: 3730.687012
	Iteration 12Q: 3 clusters Score -1.20787e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -12079358.000000 Penalty: 3730.687012
	Iteration 13Q: 3 clusters Score -1.207936e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -12079991.000000 Penalty: 3730.687012
	Iteration 14Q: 3 clusters Score -1.207999e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -12080586.000000 Penalty: 3730.687012
	Iteration 15Q: 3 clusters Score -1.208059e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -12081048.000000 Penalty: 3730.687012
	Iteration 16Q: 3 clusters Score -1.208105e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -12081364.000000 Penalty: 3730.687012
	Iteration 17Q: 3 clusters Score -1.208136e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -12081502.000000 Penalty: 3730.687012
	Iteration 18Q: 3 clusters Score -1.20815e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -12081664.000000 Penalty: 3730.687012
	Iteration 19Q: 3 clusters Score -1.208166e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86154 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -12081737.000000 Penalty: 3730.687012
	Iteration 20F: 3 clusters Score -1.208174e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -12081717.000000 Penalty: 3730.687012
	Iteration 21Q: 3 clusters Score -1.208172e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -12081753.000000 Penalty: 3730.687012
	Iteration 22Q: 3 clusters Score -1.208175e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -12081678.000000 Penalty: 3730.687012
	Iteration 23Q: 3 clusters Score -1.208168e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88347 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -12081539.000000 Penalty: 3730.687012
	Iteration 24Q: 3 clusters Score -1.208154e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -12081484.000000 Penalty: 3730.687012
	Iteration 25Q: 3 clusters Score -1.208148e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -12081371.000000 Penalty: 3730.687012
	Iteration 26Q: 3 clusters Score -1.208137e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -12081243.000000 Penalty: 3730.687012
	Iteration 27Q: 3 clusters Score -1.208124e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -12081136.000000 Penalty: 3730.687012
	Iteration 28Q: 3 clusters Score -1.208114e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -12081148.000000 Penalty: 3730.687012
	Iteration 29Q: 3 clusters Score -1.208115e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -12081090.000000 Penalty: 3730.687012
	Iteration 30Q: 3 clusters Score -1.208109e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -12081109.000000 Penalty: 3730.687012
	Iteration 31Q: 3 clusters Score -1.208111e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -12081073.000000 Penalty: 3730.687012
	Iteration 32Q: 3 clusters Score -1.208107e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90930 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -12081070.000000 Penalty: 3730.687012
	Iteration 33Q: 3 clusters Score -1.208107e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -12081107.000000 Penalty: 3730.687012
	Iteration 34Q: 3 clusters Score -1.208111e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91235 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -12081077.000000 Penalty: 3730.687012
	Iteration 35Q: 3 clusters Score -1.208108e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -12081097.000000 Penalty: 3730.687012
	Iteration 36Q: 3 clusters Score -1.20811e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -12081060.000000 Penalty: 3730.687012
	Iteration 37Q: 3 clusters Score -1.208106e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -12081078.000000 Penalty: 3730.687012
	Iteration 38Q: 3 clusters Score -1.208108e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -12081034.000000 Penalty: 3730.687012
	Iteration 39Q: 3 clusters Score -1.208103e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91868 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -12081008.000000 Penalty: 3730.687012
	Iteration 40F: 3 clusters Score -1.208101e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -12080959.000000 Penalty: 3730.687012
	Iteration 41Q: 3 clusters Score -1.208096e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -12080947.000000 Penalty: 3730.687012
	Iteration 42Q: 3 clusters Score -1.208095e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -12080951.000000 Penalty: 3730.687012
	Iteration 43Q: 3 clusters Score -1.208095e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -12080950.000000 Penalty: 3730.687012
	Iteration 44Q: 3 clusters Score -1.208095e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -12080912.000000 Penalty: 3730.687012
	Iteration 45Q: 3 clusters Score -1.208091e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -12080900.000000 Penalty: 3730.687012
	Iteration 46Q: 3 clusters Score -1.20809e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -12080904.000000 Penalty: 3730.687012
	Iteration 47Q: 3 clusters Score -1.20809e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92435 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -12080894.000000 Penalty: 3730.687012
	Iteration 48Q: 3 clusters Score -1.208089e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -12080874.000000 Penalty: 3730.687012
	Iteration 49Q: 3 clusters Score -1.208087e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -12080878.000000 Penalty: 3730.687012
	Iteration 50Q: 3 clusters Score -1.208088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -12080853.000000 Penalty: 3730.687012
	Iteration 51Q: 3 clusters Score -1.208085e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -12080820.000000 Penalty: 3730.687012
	Iteration 52Q: 3 clusters Score -1.208082e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -12080806.000000 Penalty: 3730.687012
	Iteration 53Q: 3 clusters Score -1.208081e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -12080798.000000 Penalty: 3730.687012
	Iteration 54Q: 3 clusters Score -1.20808e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -12080842.000000 Penalty: 3730.687012
	Iteration 55Q: 3 clusters Score -1.208084e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92776 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -12080817.000000 Penalty: 3730.687012
	Iteration 56Q: 3 clusters Score -1.208082e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92814 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -12080815.000000 Penalty: 3730.687012
	Iteration 57Q: 3 clusters Score -1.208082e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -12080776.000000 Penalty: 3730.687012
	Iteration 58Q: 3 clusters Score -1.208078e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -12080767.000000 Penalty: 3730.687012
	Iteration 59Q: 3 clusters Score -1.208077e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -12080775.000000 Penalty: 3730.687012
	Iteration 60F: 3 clusters Score -1.208078e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -12080768.000000 Penalty: 3730.687012
	Iteration 61Q: 3 clusters Score -1.208077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -12080730.000000 Penalty: 3730.687012
	Iteration 62Q: 3 clusters Score -1.208073e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -12080722.000000 Penalty: 3730.687012
	Iteration 63Q: 3 clusters Score -1.208072e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -12080730.000000 Penalty: 3730.687012
	Iteration 64Q: 3 clusters Score -1.208073e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -12080742.000000 Penalty: 3730.687012
	Iteration 65Q: 3 clusters Score -1.208074e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -12080727.000000 Penalty: 3730.687012
	Iteration 66Q: 3 clusters Score -1.208073e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -12080717.000000 Penalty: 3730.687012
	Iteration 67Q: 3 clusters Score -1.208072e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -12080702.000000 Penalty: 3730.687012
	Iteration 68Q: 3 clusters Score -1.20807e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -12080688.000000 Penalty: 3730.687012
	Iteration 69Q: 3 clusters Score -1.208069e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -12080678.000000 Penalty: 3730.687012
	Iteration 70Q: 3 clusters Score -1.208068e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -12080689.000000 Penalty: 3730.687012
	Iteration 71Q: 3 clusters Score -1.208069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -12080703.000000 Penalty: 3730.687012
	Iteration 72Q: 3 clusters Score -1.20807e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -12080706.000000 Penalty: 3730.687012
	Iteration 73Q: 3 clusters Score -1.208071e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -12080710.000000 Penalty: 3730.687012
	Iteration 74Q: 3 clusters Score -1.208071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -12080696.000000 Penalty: 3730.687012
	Iteration 75Q: 3 clusters Score -1.20807e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -12080679.000000 Penalty: 3730.687012
	Iteration 76Q: 3 clusters Score -1.208068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -12080681.000000 Penalty: 3730.687012
	Iteration 77Q: 3 clusters Score -1.208068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -12080677.000000 Penalty: 3730.687012
	Iteration 78Q: 3 clusters Score -1.208068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -12080681.000000 Penalty: 3730.687012
	Iteration 79Q: 3 clusters Score -1.208068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -12080669.000000 Penalty: 3730.687012
	Iteration 80F: 3 clusters Score -1.208067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93430 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -12080670.000000 Penalty: 3730.687012
	Iteration 81Q: 3 clusters Score -1.208067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -12080655.000000 Penalty: 3730.687012
	Iteration 82Q: 3 clusters Score -1.208066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -12080645.000000 Penalty: 3730.687012
	Iteration 83Q: 3 clusters Score -1.208064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -12080641.000000 Penalty: 3730.687012
	Iteration 84Q: 3 clusters Score -1.208064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -12080653.000000 Penalty: 3730.687012
	Iteration 85Q: 3 clusters Score -1.208065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -12080654.000000 Penalty: 3730.687012
	Iteration 86Q: 3 clusters Score -1.208065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -12080659.000000 Penalty: 3730.687012
	Iteration 87Q: 3 clusters Score -1.208066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93481 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -12080678.000000 Penalty: 3730.687012
	Iteration 88Q: 3 clusters Score -1.208068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -12080661.000000 Penalty: 3730.687012
	Iteration 89Q: 3 clusters Score -1.208066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93504 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -12080674.000000 Penalty: 3730.687012
	Iteration 90Q: 3 clusters Score -1.208067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93514 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -12080685.000000 Penalty: 3730.687012
	Iteration 91Q: 3 clusters Score -1.208068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93519 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -12080693.000000 Penalty: 3730.687012
	Iteration 92Q: 3 clusters Score -1.208069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -12080698.000000 Penalty: 3730.687012
	Iteration 93Q: 3 clusters Score -1.20807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -12080697.000000 Penalty: 3730.687012
	Iteration 94Q: 3 clusters Score -1.20807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93524 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -12080688.000000 Penalty: 3730.687012
	Iteration 95Q: 3 clusters Score -1.208069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -12080687.000000 Penalty: 3730.687012
	Iteration 96Q: 3 clusters Score -1.208069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -12080687.000000 Penalty: 3730.687012
	Iteration 97Q: 3 clusters Score -1.208069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -12080690.000000 Penalty: 3730.687012
	Iteration 98Q: 3 clusters Score -1.208069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -12080684.000000 Penalty: 3730.687012
	Iteration 99Q: 3 clusters Score -1.208068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -12080681.000000 Penalty: 3730.687012
	Iteration 100F: 3 clusters Score -1.208068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -12080667.000000 Penalty: 3730.687012
	Iteration 101Q: 3 clusters Score -1.208067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93543 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -12080680.000000 Penalty: 3730.687012
	Iteration 102Q: 3 clusters Score -1.208068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12080686.000000 Penalty: 3730.687012
	Iteration 103Q: 3 clusters Score -1.208069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12080686.000000 Penalty: 3730.687012
	Iteration 104Q: 3 clusters Score -1.208069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12080687.000000 Penalty: 3730.687012
	Iteration 105Q: 3 clusters Score -1.208069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12080672.000000 Penalty: 3730.687012
	Iteration 106Q: 3 clusters Score -1.208067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -12080673.000000 Penalty: 3730.687012
	Iteration 107Q: 3 clusters Score -1.208067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12080673.000000 Penalty: 3730.687012
	Iteration 108Q: 3 clusters Score -1.208067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -12080680.000000 Penalty: 3730.687012
	Iteration 109Q: 3 clusters Score -1.208068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -12080681.000000 Penalty: 3730.687012
	Iteration 110Q: 3 clusters Score -1.208068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -12080672.000000 Penalty: 3730.687012
	Iteration 111Q: 3 clusters Score -1.208067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -12080671.000000 Penalty: 3730.687012
	Iteration 112Q: 3 clusters Score -1.208067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -12080666.000000 Penalty: 3730.687012
	Iteration 113Q: 3 clusters Score -1.208067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -12080671.000000 Penalty: 3730.687012
	Iteration 114Q: 3 clusters Score -1.208067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -12080683.000000 Penalty: 3730.687012
	Iteration 115Q: 3 clusters Score -1.208068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -12080681.000000 Penalty: 3730.687012
	Iteration 116Q: 3 clusters Score -1.208068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -12080678.000000 Penalty: 3730.687012
	Iteration 117Q: 3 clusters Score -1.208068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -12080674.000000 Penalty: 3730.687012
	Iteration 118Q: 3 clusters Score -1.208067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -12080674.000000 Penalty: 3730.687012
	Iteration 119F: 3 clusters Score -1.208067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -446749.687500 Penalty: 1342.582031
	Iteration 0F: 2 clusters Score -446749.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -443489.000000 Penalty: 2685.164062
	Iteration 0F: 3 clusters Score -443489 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -444298.843750 Penalty: 2685.164062
	Iteration 1F: 3 clusters Score -444298.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -444449.343750 Penalty: 2685.164062
	Iteration 2F: 3 clusters Score -444449.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -444567.062500 Penalty: 2685.164062
	Iteration 3Q: 3 clusters Score -444567.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -444679.968750 Penalty: 2685.164062
	Iteration 4Q: 3 clusters Score -444680 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -444774.000000 Penalty: 2685.164062
	Iteration 5Q: 3 clusters Score -444774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -444864.656250 Penalty: 2685.164062
	Iteration 6Q: 3 clusters Score -444864.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -444940.468750 Penalty: 2685.164062
	Iteration 7Q: 3 clusters Score -444940.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -445078.937500 Penalty: 2685.164062
	Iteration 8Q: 3 clusters Score -445078.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -445253.093750 Penalty: 2685.164062
	Iteration 9Q: 3 clusters Score -445253.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -445413.531250 Penalty: 2685.164062
	Iteration 10Q: 3 clusters Score -445413.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -445580.812500 Penalty: 2685.164062
	Iteration 11Q: 3 clusters Score -445580.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -445781.500000 Penalty: 2685.164062
	Iteration 12F: 3 clusters Score -445781.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -445959.875000 Penalty: 2685.164062
	Iteration 13Q: 3 clusters Score -445959.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -446135.906250 Penalty: 2685.164062
	Iteration 14F: 3 clusters Score -446135.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -446278.000000 Penalty: 2685.164062
	Iteration 15Q: 3 clusters Score -446278 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -446366.093750 Penalty: 2685.164062
	Iteration 16Q: 3 clusters Score -446366.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -446430.750000 Penalty: 2685.164062
	Iteration 17Q: 3 clusters Score -446430.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -446470.468750 Penalty: 2685.164062
	Iteration 18Q: 3 clusters Score -446470.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -446496.437500 Penalty: 2685.164062
	Iteration 19Q: 3 clusters Score -446496.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -446510.968750 Penalty: 2685.164062
	Iteration 20F: 3 clusters Score -446511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -446524.312500 Penalty: 2685.164062
	Iteration 21Q: 3 clusters Score -446524.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -446537.250000 Penalty: 2685.164062
	Iteration 22Q: 3 clusters Score -446537.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -446539.718750 Penalty: 2685.164062
	Iteration 23Q: 3 clusters Score -446539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -446540.562500 Penalty: 2685.164062
	Iteration 24Q: 3 clusters Score -446540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -446541.437500 Penalty: 2685.164062
	Iteration 25Q: 3 clusters Score -446541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -446541.906250 Penalty: 2685.164062
	Iteration 26Q: 3 clusters Score -446541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -446542.406250 Penalty: 2685.164062
	Iteration 27Q: 3 clusters Score -446542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -446542.375000 Penalty: 2685.164062
	Iteration 28Q: 3 clusters Score -446542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -446542.375000 Penalty: 2685.164062
	Iteration 29F: 3 clusters Score -446542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (95403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Entering Unmasked Estep 
Score: -11996945.000000 Penalty: 1863.203125
	Iteration 0F: 2 clusters Score -1.199694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -11939826.000000 Penalty: 3726.406250
	Iteration 0F: 3 clusters Score -1.193983e+07 nChanged 45534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -11966155.000000 Penalty: 3726.406250
	Iteration 1F: 3 clusters Score -1.196616e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -11967139.000000 Penalty: 3726.406250
	Iteration 2Q: 3 clusters Score -1.196714e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -11968773.000000 Penalty: 3726.406250
	Iteration 3Q: 3 clusters Score -1.196877e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -11970944.000000 Penalty: 3726.406250
	Iteration 4F: 3 clusters Score -1.197094e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -11974496.000000 Penalty: 3726.406250
	Iteration 5F: 3 clusters Score -1.19745e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -11978937.000000 Penalty: 3726.406250
	Iteration 6F: 3 clusters Score -1.197894e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -11983665.000000 Penalty: 3726.406250
	Iteration 7F: 3 clusters Score -1.198366e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -11987466.000000 Penalty: 3726.406250
	Iteration 8F: 3 clusters Score -1.198747e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -11989972.000000 Penalty: 3726.406250
	Iteration 9F: 3 clusters Score -1.198997e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -11991273.000000 Penalty: 3726.406250
	Iteration 10Q: 3 clusters Score -1.199127e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -11991549.000000 Penalty: 3726.406250
	Iteration 11Q: 3 clusters Score -1.199155e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -11991756.000000 Penalty: 3726.406250
	Iteration 12Q: 3 clusters Score -1.199176e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -11991822.000000 Penalty: 3726.406250
	Iteration 13Q: 3 clusters Score -1.199182e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -11991757.000000 Penalty: 3726.406250
	Iteration 14Q: 3 clusters Score -1.199176e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -11991739.000000 Penalty: 3726.406250
	Iteration 15Q: 3 clusters Score -1.199174e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -11991722.000000 Penalty: 3726.406250
	Iteration 16Q: 3 clusters Score -1.199172e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -11991909.000000 Penalty: 3726.406250
	Iteration 17Q: 3 clusters Score -1.199191e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -11992229.000000 Penalty: 3726.406250
	Iteration 18Q: 3 clusters Score -1.199223e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -11992693.000000 Penalty: 3726.406250
	Iteration 19Q: 3 clusters Score -1.199269e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 75861 members 
Entering Unmasked Estep 
Score: -11993174.000000 Penalty: 3726.406250
	Iteration 20F: 3 clusters Score -1.199317e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -11993750.000000 Penalty: 3726.406250
	Iteration 21Q: 3 clusters Score -1.199375e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 81748 members 
Entering Unmasked Estep 
Score: -11994879.000000 Penalty: 3726.406250
	Iteration 22Q: 3 clusters Score -1.199488e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -11997137.000000 Penalty: 3726.406250
	Iteration 23Q: 3 clusters Score -1.199714e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 85758 members 
Entering Unmasked Estep 
Score: -11998293.000000 Penalty: 3726.406250
	Iteration 24Q: 3 clusters Score -1.199829e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 87032 members 
Entering Unmasked Estep 
Score: -11998779.000000 Penalty: 3726.406250
	Iteration 25Q: 3 clusters Score -1.199878e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 88036 members 
Entering Unmasked Estep 
Score: -11999039.000000 Penalty: 3726.406250
	Iteration 26Q: 3 clusters Score -1.199904e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -11999047.000000 Penalty: 3726.406250
	Iteration 27Q: 3 clusters Score -1.199905e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
Score: -11999018.000000 Penalty: 3726.406250
	Iteration 28Q: 3 clusters Score -1.199902e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -11998961.000000 Penalty: 3726.406250
	Iteration 29Q: 3 clusters Score -1.199896e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 90344 members 
Entering Unmasked Estep 
Score: -11998904.000000 Penalty: 3726.406250
	Iteration 30Q: 3 clusters Score -1.19989e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -11998833.000000 Penalty: 3726.406250
	Iteration 31Q: 3 clusters Score -1.199883e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -11998698.000000 Penalty: 3726.406250
	Iteration 32Q: 3 clusters Score -1.19987e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -11998580.000000 Penalty: 3726.406250
	Iteration 33Q: 3 clusters Score -1.199858e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -11998473.000000 Penalty: 3726.406250
	Iteration 34Q: 3 clusters Score -1.199847e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 91858 members 
Entering Unmasked Estep 
Score: -11998332.000000 Penalty: 3726.406250
	Iteration 35Q: 3 clusters Score -1.199833e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -11998257.000000 Penalty: 3726.406250
	Iteration 36Q: 3 clusters Score -1.199826e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -11998182.000000 Penalty: 3726.406250
	Iteration 37Q: 3 clusters Score -1.199818e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 92335 members 
Entering Unmasked Estep 
Score: -11998118.000000 Penalty: 3726.406250
	Iteration 38Q: 3 clusters Score -1.199812e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -11998052.000000 Penalty: 3726.406250
	Iteration 39Q: 3 clusters Score -1.199805e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -11998003.000000 Penalty: 3726.406250
	Iteration 40F: 3 clusters Score -1.1998e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -11997982.000000 Penalty: 3726.406250
	Iteration 41Q: 3 clusters Score -1.199798e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 92708 members 
Entering Unmasked Estep 
Score: -11997936.000000 Penalty: 3726.406250
	Iteration 42Q: 3 clusters Score -1.199794e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 92804 members 
Entering Unmasked Estep 
Score: -11997883.000000 Penalty: 3726.406250
	Iteration 43Q: 3 clusters Score -1.199788e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -11997835.000000 Penalty: 3726.406250
	Iteration 44Q: 3 clusters Score -1.199784e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 92989 members 
Entering Unmasked Estep 
Score: -11997784.000000 Penalty: 3726.406250
	Iteration 45Q: 3 clusters Score -1.199778e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -11997722.000000 Penalty: 3726.406250
	Iteration 46Q: 3 clusters Score -1.199772e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -11997686.000000 Penalty: 3726.406250
	Iteration 47Q: 3 clusters Score -1.199769e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 93182 members 
Entering Unmasked Estep 
Score: -11997668.000000 Penalty: 3726.406250
	Iteration 48Q: 3 clusters Score -1.199767e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -11997640.000000 Penalty: 3726.406250
	Iteration 49Q: 3 clusters Score -1.199764e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -11997653.000000 Penalty: 3726.406250
	Iteration 50Q: 3 clusters Score -1.199765e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -11997654.000000 Penalty: 3726.406250
	Iteration 51Q: 3 clusters Score -1.199765e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -11997652.000000 Penalty: 3726.406250
	Iteration 52Q: 3 clusters Score -1.199765e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -11997636.000000 Penalty: 3726.406250
	Iteration 53Q: 3 clusters Score -1.199764e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -11997601.000000 Penalty: 3726.406250
	Iteration 54Q: 3 clusters Score -1.19976e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -11997573.000000 Penalty: 3726.406250
	Iteration 55Q: 3 clusters Score -1.199757e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -11997568.000000 Penalty: 3726.406250
	Iteration 56Q: 3 clusters Score -1.199757e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -11997574.000000 Penalty: 3726.406250
	Iteration 57Q: 3 clusters Score -1.199757e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -11997552.000000 Penalty: 3726.406250
	Iteration 58Q: 3 clusters Score -1.199755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -11997533.000000 Penalty: 3726.406250
	Iteration 59Q: 3 clusters Score -1.199753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
Score: -11997523.000000 Penalty: 3726.406250
	Iteration 60F: 3 clusters Score -1.199752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -11997516.000000 Penalty: 3726.406250
	Iteration 61Q: 3 clusters Score -1.199752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -11997493.000000 Penalty: 3726.406250
	Iteration 62Q: 3 clusters Score -1.199749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -11997487.000000 Penalty: 3726.406250
	Iteration 63Q: 3 clusters Score -1.199749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 93596 members 
Entering Unmasked Estep 
Score: -11997478.000000 Penalty: 3726.406250
	Iteration 64Q: 3 clusters Score -1.199748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -11997466.000000 Penalty: 3726.406250
	Iteration 65Q: 3 clusters Score -1.199747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -11997454.000000 Penalty: 3726.406250
	Iteration 66Q: 3 clusters Score -1.199745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -11997460.000000 Penalty: 3726.406250
	Iteration 67Q: 3 clusters Score -1.199746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -11997463.000000 Penalty: 3726.406250
	Iteration 68Q: 3 clusters Score -1.199746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -11997453.000000 Penalty: 3726.406250
	Iteration 69Q: 3 clusters Score -1.199745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 93647 members 
Entering Unmasked Estep 
Score: -11997445.000000 Penalty: 3726.406250
	Iteration 70Q: 3 clusters Score -1.199744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -11997436.000000 Penalty: 3726.406250
	Iteration 71Q: 3 clusters Score -1.199744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -11997407.000000 Penalty: 3726.406250
	Iteration 72Q: 3 clusters Score -1.199741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -11997373.000000 Penalty: 3726.406250
	Iteration 73Q: 3 clusters Score -1.199737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -11997354.000000 Penalty: 3726.406250
	Iteration 74Q: 3 clusters Score -1.199735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 93725 members 
Entering Unmasked Estep 
Score: -11997331.000000 Penalty: 3726.406250
	Iteration 75Q: 3 clusters Score -1.199733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 93736 members 
Entering Unmasked Estep 
Score: -11997335.000000 Penalty: 3726.406250
	Iteration 76Q: 3 clusters Score -1.199734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -11997331.000000 Penalty: 3726.406250
	Iteration 77Q: 3 clusters Score -1.199733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 93753 members 
Entering Unmasked Estep 
Score: -11997342.000000 Penalty: 3726.406250
	Iteration 78Q: 3 clusters Score -1.199734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 93763 members 
Entering Unmasked Estep 
Score: -11997326.000000 Penalty: 3726.406250
	Iteration 79Q: 3 clusters Score -1.199733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 93775 members 
Entering Unmasked Estep 
Score: -11997298.000000 Penalty: 3726.406250
	Iteration 80F: 3 clusters Score -1.19973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 93780 members 
Entering Unmasked Estep 
Score: -11997289.000000 Penalty: 3726.406250
	Iteration 81Q: 3 clusters Score -1.199729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -11997283.000000 Penalty: 3726.406250
	Iteration 82Q: 3 clusters Score -1.199728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -11997300.000000 Penalty: 3726.406250
	Iteration 83Q: 3 clusters Score -1.19973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -11997296.000000 Penalty: 3726.406250
	Iteration 84Q: 3 clusters Score -1.19973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -11997291.000000 Penalty: 3726.406250
	Iteration 85Q: 3 clusters Score -1.199729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -11997289.000000 Penalty: 3726.406250
	Iteration 86Q: 3 clusters Score -1.199729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -11997285.000000 Penalty: 3726.406250
	Iteration 87Q: 3 clusters Score -1.199728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -11997285.000000 Penalty: 3726.406250
	Iteration 88F: 3 clusters Score -1.199728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 67359 members 
Mstep: Class 3 contains 88152 members 
Mstep: Class 4 contains 23288 members 
Mstep: Class 5 contains 96668 members 
Mstep: Class 6 contains 3874 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 12945 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 103834 members 
Mstep: Class 13 contains 64436 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 10338 members 
Mstep: Class 19 contains 95454 members 
Mstep: Class 20 contains 93740 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9033 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 6118 members 
Mstep: Class 26 contains 2200 members 
Mstep: Class 27 contains 167 members 
Mstep: Class 28 contains 2458 members 
Mstep: Class 29 contains 19189 members 
Mstep: Class 30 contains 3019 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 14602 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 93808 members 
Entering Unmasked Estep 
Score: -102182008.000000 Penalty: 79809.187500
Splitting cluster 7 changes total score from -102181608.000000 to -102182008.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 8 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -46494.753906 Penalty: 990.205078
	Iteration 0F: 2 clusters Score -46494.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45480.875000 Penalty: 1980.410156
	Iteration 0F: 3 clusters Score -45480.88 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45629.652344 Penalty: 1980.410156
	Iteration 1F: 3 clusters Score -45629.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45701.082031 Penalty: 1980.410156
	Iteration 2F: 3 clusters Score -45701.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45756.355469 Penalty: 1980.410156
	Iteration 3Q: 3 clusters Score -45756.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45794.464844 Penalty: 1980.410156
	Iteration 4Q: 3 clusters Score -45794.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45807.179688 Penalty: 1980.410156
	Iteration 5Q: 3 clusters Score -45807.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45810.457031 Penalty: 1980.410156
	Iteration 6Q: 3 clusters Score -45810.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45816.582031 Penalty: 1980.410156
	Iteration 7Q: 3 clusters Score -45816.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45834.484375 Penalty: 1980.410156
	Iteration 8Q: 3 clusters Score -45834.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45847.152344 Penalty: 1980.410156
	Iteration 9Q: 3 clusters Score -45847.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -45854.425781 Penalty: 1980.410156
	Iteration 10Q: 3 clusters Score -45854.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45862.070312 Penalty: 1980.410156
	Iteration 11Q: 3 clusters Score -45862.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45865.289062 Penalty: 1980.410156
	Iteration 12Q: 3 clusters Score -45865.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45870.250000 Penalty: 1980.410156
	Iteration 13Q: 3 clusters Score -45870.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45870.250000 Penalty: 1980.410156
	Iteration 14F: 3 clusters Score -45870.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Entering Unmasked Estep 
Score: -1570105.125000 Penalty: 1538.625488
	Iteration 0F: 2 clusters Score -1570105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1561109.750000 Penalty: 3077.250977
	Iteration 0F: 3 clusters Score -1561110 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1564176.500000 Penalty: 3077.250977
	Iteration 1F: 3 clusters Score -1564176 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1564531.750000 Penalty: 3077.250977
	Iteration 2F: 3 clusters Score -1564532 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1564903.625000 Penalty: 3077.250977
	Iteration 3F: 3 clusters Score -1564904 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1565350.250000 Penalty: 3077.250977
	Iteration 4F: 3 clusters Score -1565350 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1565810.250000 Penalty: 3077.250977
	Iteration 5F: 3 clusters Score -1565810 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1566351.750000 Penalty: 3077.250977
	Iteration 6F: 3 clusters Score -1566352 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1566886.375000 Penalty: 3077.250977
	Iteration 7F: 3 clusters Score -1566886 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1567377.375000 Penalty: 3077.250977
	Iteration 8F: 3 clusters Score -1567377 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1567820.000000 Penalty: 3077.250977
	Iteration 9Q: 3 clusters Score -1567820 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1568146.625000 Penalty: 3077.250977
	Iteration 10Q: 3 clusters Score -1568147 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1568390.500000 Penalty: 3077.250977
	Iteration 11Q: 3 clusters Score -1568390 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1568540.375000 Penalty: 3077.250977
	Iteration 12Q: 3 clusters Score -1568540 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1568643.500000 Penalty: 3077.250977
	Iteration 13Q: 3 clusters Score -1568644 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1568725.625000 Penalty: 3077.250977
	Iteration 14Q: 3 clusters Score -1568726 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1568805.375000 Penalty: 3077.250977
	Iteration 15Q: 3 clusters Score -1568805 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1568870.875000 Penalty: 3077.250977
	Iteration 16Q: 3 clusters Score -1568871 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1568939.375000 Penalty: 3077.250977
	Iteration 17Q: 3 clusters Score -1568939 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1568990.500000 Penalty: 3077.250977
	Iteration 18Q: 3 clusters Score -1568990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1569035.250000 Penalty: 3077.250977
	Iteration 19Q: 3 clusters Score -1569035 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1569077.750000 Penalty: 3077.250977
	Iteration 20F: 3 clusters Score -1569078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1569103.125000 Penalty: 3077.250977
	Iteration 21Q: 3 clusters Score -1569103 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1569123.000000 Penalty: 3077.250977
	Iteration 22Q: 3 clusters Score -1569123 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1569138.500000 Penalty: 3077.250977
	Iteration 23Q: 3 clusters Score -1569138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1569153.125000 Penalty: 3077.250977
	Iteration 24Q: 3 clusters Score -1569153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1569177.875000 Penalty: 3077.250977
	Iteration 25Q: 3 clusters Score -1569178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1569187.500000 Penalty: 3077.250977
	Iteration 26Q: 3 clusters Score -1569188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1569197.375000 Penalty: 3077.250977
	Iteration 27Q: 3 clusters Score -1569197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1569211.000000 Penalty: 3077.250977
	Iteration 28Q: 3 clusters Score -1569211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1569220.000000 Penalty: 3077.250977
	Iteration 29Q: 3 clusters Score -1569220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1569223.625000 Penalty: 3077.250977
	Iteration 30Q: 3 clusters Score -1569224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1569232.875000 Penalty: 3077.250977
	Iteration 31Q: 3 clusters Score -1569233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1569237.625000 Penalty: 3077.250977
	Iteration 32Q: 3 clusters Score -1569238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1569243.875000 Penalty: 3077.250977
	Iteration 33Q: 3 clusters Score -1569244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1569249.375000 Penalty: 3077.250977
	Iteration 34Q: 3 clusters Score -1569249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1569256.000000 Penalty: 3077.250977
	Iteration 35Q: 3 clusters Score -1569256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1569258.625000 Penalty: 3077.250977
	Iteration 36Q: 3 clusters Score -1569259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1569264.375000 Penalty: 3077.250977
	Iteration 37Q: 3 clusters Score -1569264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1569268.250000 Penalty: 3077.250977
	Iteration 38Q: 3 clusters Score -1569268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1569270.250000 Penalty: 3077.250977
	Iteration 39Q: 3 clusters Score -1569270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1569272.875000 Penalty: 3077.250977
	Iteration 40F: 3 clusters Score -1569273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1569271.000000 Penalty: 3077.250977
	Iteration 41Q: 3 clusters Score -1569271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1569277.000000 Penalty: 3077.250977
	Iteration 42Q: 3 clusters Score -1569277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1569279.000000 Penalty: 3077.250977
	Iteration 43Q: 3 clusters Score -1569279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1569280.250000 Penalty: 3077.250977
	Iteration 44Q: 3 clusters Score -1569280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1569279.250000 Penalty: 3077.250977
	Iteration 45Q: 3 clusters Score -1569279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1569279.500000 Penalty: 3077.250977
	Iteration 46Q: 3 clusters Score -1569280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1569280.000000 Penalty: 3077.250977
	Iteration 47Q: 3 clusters Score -1569280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1569281.875000 Penalty: 3077.250977
	Iteration 48Q: 3 clusters Score -1569282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1569282.750000 Penalty: 3077.250977
	Iteration 49Q: 3 clusters Score -1569283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1569284.000000 Penalty: 3077.250977
	Iteration 50Q: 3 clusters Score -1569284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1569284.250000 Penalty: 3077.250977
	Iteration 51Q: 3 clusters Score -1569284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1569282.375000 Penalty: 3077.250977
	Iteration 52Q: 3 clusters Score -1569282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1569284.375000 Penalty: 3077.250977
	Iteration 53Q: 3 clusters Score -1569284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1569284.125000 Penalty: 3077.250977
	Iteration 54Q: 3 clusters Score -1569284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1569283.625000 Penalty: 3077.250977
	Iteration 55Q: 3 clusters Score -1569284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1569284.500000 Penalty: 3077.250977
	Iteration 56Q: 3 clusters Score -1569284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1569284.500000 Penalty: 3077.250977
	Iteration 57F: 3 clusters Score -1569284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -59762.078125 Penalty: 1033.711670
	Iteration 0F: 2 clusters Score -59762.08 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 302 members 
Entering Unmasked Estep 
Score: -58673.875000 Penalty: 2067.423340
	Iteration 0F: 3 clusters Score -58673.88 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58924.859375 Penalty: 2067.423340
	Iteration 1F: 3 clusters Score -58924.86 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59066.308594 Penalty: 2067.423340
	Iteration 2F: 3 clusters Score -59066.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59145.152344 Penalty: 2067.423340
	Iteration 3F: 3 clusters Score -59145.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59173.632812 Penalty: 2067.423340
	Iteration 4Q: 3 clusters Score -59173.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59186.410156 Penalty: 2067.423340
	Iteration 5Q: 3 clusters Score -59186.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59207.402344 Penalty: 2067.423340
	Iteration 6Q: 3 clusters Score -59207.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59226.097656 Penalty: 2067.423340
	Iteration 7Q: 3 clusters Score -59226.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59246.695312 Penalty: 2067.423340
	Iteration 8Q: 3 clusters Score -59246.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59271.410156 Penalty: 2067.423340
	Iteration 9Q: 3 clusters Score -59271.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59287.621094 Penalty: 2067.423340
	Iteration 10Q: 3 clusters Score -59287.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59302.656250 Penalty: 2067.423340
	Iteration 11Q: 3 clusters Score -59302.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59316.085938 Penalty: 2067.423340
	Iteration 12Q: 3 clusters Score -59316.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59317.054688 Penalty: 2067.423340
	Iteration 13Q: 3 clusters Score -59317.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59319.253906 Penalty: 2067.423340
	Iteration 14Q: 3 clusters Score -59319.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59321.550781 Penalty: 2067.423340
	Iteration 15Q: 3 clusters Score -59321.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59321.550781 Penalty: 2067.423340
	Iteration 16F: 3 clusters Score -59321.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -265919.718750 Penalty: 1255.007080
	Iteration 0F: 2 clusters Score -265919.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -263679.156250 Penalty: 2510.014160
	Iteration 0F: 3 clusters Score -263679.2 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -264310.125000 Penalty: 2510.014160
	Iteration 1F: 3 clusters Score -264310.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -264535.031250 Penalty: 2510.014160
	Iteration 2F: 3 clusters Score -264535 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -264698.250000 Penalty: 2510.014160
	Iteration 3F: 3 clusters Score -264698.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -264829.062500 Penalty: 2510.014160
	Iteration 4F: 3 clusters Score -264829.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -264939.812500 Penalty: 2510.014160
	Iteration 5F: 3 clusters Score -264939.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -265032.031250 Penalty: 2510.014160
	Iteration 6Q: 3 clusters Score -265032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -265080.000000 Penalty: 2510.014160
	Iteration 7Q: 3 clusters Score -265080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -265110.250000 Penalty: 2510.014160
	Iteration 8Q: 3 clusters Score -265110.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -265140.312500 Penalty: 2510.014160
	Iteration 9Q: 3 clusters Score -265140.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -265164.406250 Penalty: 2510.014160
	Iteration 10Q: 3 clusters Score -265164.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -265180.468750 Penalty: 2510.014160
	Iteration 11Q: 3 clusters Score -265180.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -265196.000000 Penalty: 2510.014160
	Iteration 12Q: 3 clusters Score -265196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -265214.812500 Penalty: 2510.014160
	Iteration 13Q: 3 clusters Score -265214.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -265233.062500 Penalty: 2510.014160
	Iteration 14Q: 3 clusters Score -265233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -265243.031250 Penalty: 2510.014160
	Iteration 15Q: 3 clusters Score -265243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -265255.906250 Penalty: 2510.014160
	Iteration 16Q: 3 clusters Score -265255.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -265271.468750 Penalty: 2510.014160
	Iteration 17Q: 3 clusters Score -265271.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -265282.437500 Penalty: 2510.014160
	Iteration 18Q: 3 clusters Score -265282.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -265294.031250 Penalty: 2510.014160
	Iteration 19Q: 3 clusters Score -265294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -265303.312500 Penalty: 2510.014160
	Iteration 20F: 3 clusters Score -265303.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -265313.437500 Penalty: 2510.014160
	Iteration 21Q: 3 clusters Score -265313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -265323.031250 Penalty: 2510.014160
	Iteration 22Q: 3 clusters Score -265323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -265331.937500 Penalty: 2510.014160
	Iteration 23Q: 3 clusters Score -265331.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -265339.781250 Penalty: 2510.014160
	Iteration 24Q: 3 clusters Score -265339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -265341.437500 Penalty: 2510.014160
	Iteration 25Q: 3 clusters Score -265341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -265342.093750 Penalty: 2510.014160
	Iteration 26Q: 3 clusters Score -265342.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -265342.093750 Penalty: 2510.014160
	Iteration 27F: 3 clusters Score -265342.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (103834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Entering Unmasked Estep 
Score: -12772168.000000 Penalty: 1876.964111
	Iteration 0F: 2 clusters Score -1.277217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -12704778.000000 Penalty: 3753.928223
	Iteration 0F: 3 clusters Score -1.270478e+07 nChanged 49715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -12734172.000000 Penalty: 3753.928223
	Iteration 1F: 3 clusters Score -1.273417e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -12735844.000000 Penalty: 3753.928223
	Iteration 2Q: 3 clusters Score -1.273584e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -12738780.000000 Penalty: 3753.928223
	Iteration 3F: 3 clusters Score -1.273878e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -12744098.000000 Penalty: 3753.928223
	Iteration 4F: 3 clusters Score -1.27441e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -12752160.000000 Penalty: 3753.928223
	Iteration 5F: 3 clusters Score -1.275216e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -12761796.000000 Penalty: 3753.928223
	Iteration 6F: 3 clusters Score -1.27618e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -12769232.000000 Penalty: 3753.928223
	Iteration 7F: 3 clusters Score -1.276923e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -12772157.000000 Penalty: 3753.928223
	Iteration 8Q: 3 clusters Score -1.277216e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 82160 members 
Entering Unmasked Estep 
Score: -12773120.000000 Penalty: 3753.928223
	Iteration 9Q: 3 clusters Score -1.277312e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -12773461.000000 Penalty: 3753.928223
	Iteration 10Q: 3 clusters Score -1.277346e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -12773583.000000 Penalty: 3753.928223
	Iteration 11Q: 3 clusters Score -1.277358e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 82912 members 
Entering Unmasked Estep 
Score: -12773648.000000 Penalty: 3753.928223
	Iteration 12Q: 3 clusters Score -1.277365e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -12773713.000000 Penalty: 3753.928223
	Iteration 13Q: 3 clusters Score -1.277371e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -12773772.000000 Penalty: 3753.928223
	Iteration 14Q: 3 clusters Score -1.277377e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -12773789.000000 Penalty: 3753.928223
	Iteration 15Q: 3 clusters Score -1.277379e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -12773834.000000 Penalty: 3753.928223
	Iteration 16Q: 3 clusters Score -1.277383e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -12773867.000000 Penalty: 3753.928223
	Iteration 17Q: 3 clusters Score -1.277387e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 83515 members 
Entering Unmasked Estep 
Score: -12773876.000000 Penalty: 3753.928223
	Iteration 18Q: 3 clusters Score -1.277388e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -12773868.000000 Penalty: 3753.928223
	Iteration 19Q: 3 clusters Score -1.277387e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -12773877.000000 Penalty: 3753.928223
	Iteration 20F: 3 clusters Score -1.277388e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -12773836.000000 Penalty: 3753.928223
	Iteration 21Q: 3 clusters Score -1.277384e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -12773872.000000 Penalty: 3753.928223
	Iteration 22Q: 3 clusters Score -1.277387e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 83742 members 
Entering Unmasked Estep 
Score: -12773874.000000 Penalty: 3753.928223
	Iteration 23Q: 3 clusters Score -1.277387e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -12773867.000000 Penalty: 3753.928223
	Iteration 24Q: 3 clusters Score -1.277387e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -12773854.000000 Penalty: 3753.928223
	Iteration 25Q: 3 clusters Score -1.277385e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 83842 members 
Entering Unmasked Estep 
Score: -12773848.000000 Penalty: 3753.928223
	Iteration 26Q: 3 clusters Score -1.277385e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -12773856.000000 Penalty: 3753.928223
	Iteration 27Q: 3 clusters Score -1.277386e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 83892 members 
Entering Unmasked Estep 
Score: -12773862.000000 Penalty: 3753.928223
	Iteration 28Q: 3 clusters Score -1.277386e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -12773847.000000 Penalty: 3753.928223
	Iteration 29Q: 3 clusters Score -1.277385e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -12773848.000000 Penalty: 3753.928223
	Iteration 30Q: 3 clusters Score -1.277385e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -12773848.000000 Penalty: 3753.928223
	Iteration 31Q: 3 clusters Score -1.277385e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -12773827.000000 Penalty: 3753.928223
	Iteration 32Q: 3 clusters Score -1.277383e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -12773829.000000 Penalty: 3753.928223
	Iteration 33Q: 3 clusters Score -1.277383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 84026 members 
Entering Unmasked Estep 
Score: -12773830.000000 Penalty: 3753.928223
	Iteration 34Q: 3 clusters Score -1.277383e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -12773834.000000 Penalty: 3753.928223
	Iteration 35Q: 3 clusters Score -1.277383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -12773831.000000 Penalty: 3753.928223
	Iteration 36Q: 3 clusters Score -1.277383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -12773813.000000 Penalty: 3753.928223
	Iteration 37Q: 3 clusters Score -1.277381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -12773820.000000 Penalty: 3753.928223
	Iteration 38Q: 3 clusters Score -1.277382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -12773825.000000 Penalty: 3753.928223
	Iteration 39Q: 3 clusters Score -1.277382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -12773805.000000 Penalty: 3753.928223
	Iteration 40F: 3 clusters Score -1.27738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -12773813.000000 Penalty: 3753.928223
	Iteration 41Q: 3 clusters Score -1.277381e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -12773807.000000 Penalty: 3753.928223
	Iteration 42Q: 3 clusters Score -1.277381e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -12773799.000000 Penalty: 3753.928223
	Iteration 43Q: 3 clusters Score -1.27738e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 84137 members 
Entering Unmasked Estep 
Score: -12773798.000000 Penalty: 3753.928223
	Iteration 44Q: 3 clusters Score -1.27738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -12773796.000000 Penalty: 3753.928223
	Iteration 45Q: 3 clusters Score -1.27738e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -12773791.000000 Penalty: 3753.928223
	Iteration 46Q: 3 clusters Score -1.277379e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -12773795.000000 Penalty: 3753.928223
	Iteration 47Q: 3 clusters Score -1.27738e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -12773788.000000 Penalty: 3753.928223
	Iteration 48Q: 3 clusters Score -1.277379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -12773803.000000 Penalty: 3753.928223
	Iteration 49Q: 3 clusters Score -1.27738e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -12773801.000000 Penalty: 3753.928223
	Iteration 50Q: 3 clusters Score -1.27738e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -12773790.000000 Penalty: 3753.928223
	Iteration 51Q: 3 clusters Score -1.277379e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -12773788.000000 Penalty: 3753.928223
	Iteration 52Q: 3 clusters Score -1.277379e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -12773790.000000 Penalty: 3753.928223
	Iteration 53Q: 3 clusters Score -1.277379e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 84449 members 
Entering Unmasked Estep 
Score: -12773773.000000 Penalty: 3753.928223
	Iteration 54Q: 3 clusters Score -1.277377e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 84489 members 
Entering Unmasked Estep 
Score: -12773773.000000 Penalty: 3753.928223
	Iteration 55Q: 3 clusters Score -1.277377e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
Score: -12773788.000000 Penalty: 3753.928223
	Iteration 56Q: 3 clusters Score -1.277379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -12773784.000000 Penalty: 3753.928223
	Iteration 57Q: 3 clusters Score -1.277378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -12773777.000000 Penalty: 3753.928223
	Iteration 58Q: 3 clusters Score -1.277378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -12773789.000000 Penalty: 3753.928223
	Iteration 59Q: 3 clusters Score -1.277379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -12773786.000000 Penalty: 3753.928223
	Iteration 60F: 3 clusters Score -1.277379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -12773786.000000 Penalty: 3753.928223
	Iteration 61Q: 3 clusters Score -1.277379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -12773791.000000 Penalty: 3753.928223
	Iteration 62Q: 3 clusters Score -1.277379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -12773779.000000 Penalty: 3753.928223
	Iteration 63Q: 3 clusters Score -1.277378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -12773773.000000 Penalty: 3753.928223
	Iteration 64Q: 3 clusters Score -1.277377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -12773770.000000 Penalty: 3753.928223
	Iteration 65Q: 3 clusters Score -1.277377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 84699 members 
Entering Unmasked Estep 
Score: -12773764.000000 Penalty: 3753.928223
	Iteration 66Q: 3 clusters Score -1.277376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
Score: -12773772.000000 Penalty: 3753.928223
	Iteration 67Q: 3 clusters Score -1.277377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -12773777.000000 Penalty: 3753.928223
	Iteration 68Q: 3 clusters Score -1.277378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -12773771.000000 Penalty: 3753.928223
	Iteration 69Q: 3 clusters Score -1.277377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 84735 members 
Entering Unmasked Estep 
Score: -12773778.000000 Penalty: 3753.928223
	Iteration 70Q: 3 clusters Score -1.277378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -12773788.000000 Penalty: 3753.928223
	Iteration 71Q: 3 clusters Score -1.277379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 84744 members 
Entering Unmasked Estep 
Score: -12773786.000000 Penalty: 3753.928223
	Iteration 72Q: 3 clusters Score -1.277379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -12773780.000000 Penalty: 3753.928223
	Iteration 73Q: 3 clusters Score -1.277378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -12773797.000000 Penalty: 3753.928223
	Iteration 74Q: 3 clusters Score -1.27738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 84765 members 
Entering Unmasked Estep 
Score: -12773783.000000 Penalty: 3753.928223
	Iteration 75Q: 3 clusters Score -1.277378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -12773789.000000 Penalty: 3753.928223
	Iteration 76Q: 3 clusters Score -1.277379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -12773788.000000 Penalty: 3753.928223
	Iteration 77Q: 3 clusters Score -1.277379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -12773786.000000 Penalty: 3753.928223
	Iteration 78Q: 3 clusters Score -1.277379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 84778 members 
Entering Unmasked Estep 
Score: -12773763.000000 Penalty: 3753.928223
	Iteration 79Q: 3 clusters Score -1.277376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -12773764.000000 Penalty: 3753.928223
	Iteration 80F: 3 clusters Score -1.277376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -12773767.000000 Penalty: 3753.928223
	Iteration 81Q: 3 clusters Score -1.277377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -12773767.000000 Penalty: 3753.928223
	Iteration 82F: 3 clusters Score -1.277377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 67359 members 
Mstep: Class 3 contains 88152 members 
Mstep: Class 4 contains 23288 members 
Mstep: Class 5 contains 96668 members 
Mstep: Class 6 contains 3874 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 12945 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 19055 members 
Mstep: Class 13 contains 64436 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 10338 members 
Mstep: Class 19 contains 95454 members 
Mstep: Class 20 contains 93740 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9033 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 6118 members 
Mstep: Class 26 contains 2200 members 
Mstep: Class 27 contains 167 members 
Mstep: Class 28 contains 2458 members 
Mstep: Class 29 contains 19189 members 
Mstep: Class 30 contains 3019 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 14602 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 93808 members 
Mstep: Class 37 contains 84779 members 
Entering Unmasked Estep 
Score: -102183912.000000 Penalty: 82026.109375
Splitting cluster 12 changes total score from -102181608.000000 to -102183912.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 13 (64436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Entering Unmasked Estep 
Score: -8142860.500000 Penalty: 1799.432129
	Iteration 0F: 2 clusters Score -8142860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -8103739.500000 Penalty: 3598.864258
	Iteration 0F: 3 clusters Score -8103740 nChanged 30544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -8122437.000000 Penalty: 3598.864258
	Iteration 1F: 3 clusters Score -8122437 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -8124793.500000 Penalty: 3598.864258
	Iteration 2F: 3 clusters Score -8124794 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -8128337.000000 Penalty: 3598.864258
	Iteration 3F: 3 clusters Score -8128337 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -8132375.000000 Penalty: 3598.864258
	Iteration 4F: 3 clusters Score -8132375 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -8136530.500000 Penalty: 3598.864258
	Iteration 5F: 3 clusters Score -8136530 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -8139682.000000 Penalty: 3598.864258
	Iteration 6F: 3 clusters Score -8139682 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8141320.500000 Penalty: 3598.864258
	Iteration 7Q: 3 clusters Score -8141320 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -8141852.500000 Penalty: 3598.864258
	Iteration 8Q: 3 clusters Score -8141852 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8142029.000000 Penalty: 3598.864258
	Iteration 9Q: 3 clusters Score -8142029 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8142008.000000 Penalty: 3598.864258
	Iteration 10Q: 3 clusters Score -8142008 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8141986.500000 Penalty: 3598.864258
	Iteration 11Q: 3 clusters Score -8141986 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8141897.500000 Penalty: 3598.864258
	Iteration 12Q: 3 clusters Score -8141898 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8141810.500000 Penalty: 3598.864258
	Iteration 13Q: 3 clusters Score -8141810 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8141797.000000 Penalty: 3598.864258
	Iteration 14Q: 3 clusters Score -8141797 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8141779.500000 Penalty: 3598.864258
	Iteration 15Q: 3 clusters Score -8141780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8141781.000000 Penalty: 3598.864258
	Iteration 16Q: 3 clusters Score -8141781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8141789.000000 Penalty: 3598.864258
	Iteration 17Q: 3 clusters Score -8141789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8141777.500000 Penalty: 3598.864258
	Iteration 18Q: 3 clusters Score -8141778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8141775.000000 Penalty: 3598.864258
	Iteration 19Q: 3 clusters Score -8141775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8141770.000000 Penalty: 3598.864258
	Iteration 20F: 3 clusters Score -8141770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8141762.500000 Penalty: 3598.864258
	Iteration 21Q: 3 clusters Score -8141762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8141748.000000 Penalty: 3598.864258
	Iteration 22Q: 3 clusters Score -8141748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8141750.000000 Penalty: 3598.864258
	Iteration 23Q: 3 clusters Score -8141750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8141749.500000 Penalty: 3598.864258
	Iteration 24Q: 3 clusters Score -8141750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8141756.000000 Penalty: 3598.864258
	Iteration 25Q: 3 clusters Score -8141756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8141746.500000 Penalty: 3598.864258
	Iteration 26Q: 3 clusters Score -8141746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8141744.500000 Penalty: 3598.864258
	Iteration 27Q: 3 clusters Score -8141744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8141754.500000 Penalty: 3598.864258
	Iteration 28Q: 3 clusters Score -8141754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8141754.500000 Penalty: 3598.864258
	Iteration 29F: 3 clusters Score -8141754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -500345.250000 Penalty: 1352.665283
	Iteration 0F: 2 clusters Score -500345.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -496885.093750 Penalty: 2705.330566
	Iteration 0F: 3 clusters Score -496885.1 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -497718.281250 Penalty: 2705.330566
	Iteration 1F: 3 clusters Score -497718.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -497858.625000 Penalty: 2705.330566
	Iteration 2F: 3 clusters Score -497858.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -497966.031250 Penalty: 2705.330566
	Iteration 3Q: 3 clusters Score -497966 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -498048.718750 Penalty: 2705.330566
	Iteration 4Q: 3 clusters Score -498048.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -498103.250000 Penalty: 2705.330566
	Iteration 5Q: 3 clusters Score -498103.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -498138.531250 Penalty: 2705.330566
	Iteration 6Q: 3 clusters Score -498138.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -498169.343750 Penalty: 2705.330566
	Iteration 7Q: 3 clusters Score -498169.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -498194.437500 Penalty: 2705.330566
	Iteration 8Q: 3 clusters Score -498194.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -498212.000000 Penalty: 2705.330566
	Iteration 9Q: 3 clusters Score -498212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -498231.062500 Penalty: 2705.330566
	Iteration 10Q: 3 clusters Score -498231.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -498251.781250 Penalty: 2705.330566
	Iteration 11Q: 3 clusters Score -498251.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -498271.312500 Penalty: 2705.330566
	Iteration 12Q: 3 clusters Score -498271.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -498288.625000 Penalty: 2705.330566
	Iteration 13Q: 3 clusters Score -498288.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -498304.531250 Penalty: 2705.330566
	Iteration 14Q: 3 clusters Score -498304.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -498322.031250 Penalty: 2705.330566
	Iteration 15Q: 3 clusters Score -498322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -498340.906250 Penalty: 2705.330566
	Iteration 16Q: 3 clusters Score -498340.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -498360.312500 Penalty: 2705.330566
	Iteration 17Q: 3 clusters Score -498360.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -498379.031250 Penalty: 2705.330566
	Iteration 18Q: 3 clusters Score -498379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -498401.406250 Penalty: 2705.330566
	Iteration 19Q: 3 clusters Score -498401.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -498419.468750 Penalty: 2705.330566
	Iteration 20F: 3 clusters Score -498419.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -498437.062500 Penalty: 2705.330566
	Iteration 21Q: 3 clusters Score -498437.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -498450.000000 Penalty: 2705.330566
	Iteration 22Q: 3 clusters Score -498450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -498459.656250 Penalty: 2705.330566
	Iteration 23Q: 3 clusters Score -498459.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -498466.750000 Penalty: 2705.330566
	Iteration 24Q: 3 clusters Score -498466.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -498474.906250 Penalty: 2705.330566
	Iteration 25Q: 3 clusters Score -498474.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -498480.187500 Penalty: 2705.330566
	Iteration 26Q: 3 clusters Score -498480.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -498489.812500 Penalty: 2705.330566
	Iteration 27Q: 3 clusters Score -498489.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -498497.718750 Penalty: 2705.330566
	Iteration 28Q: 3 clusters Score -498497.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -498505.843750 Penalty: 2705.330566
	Iteration 29Q: 3 clusters Score -498505.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -498514.093750 Penalty: 2705.330566
	Iteration 30Q: 3 clusters Score -498514.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -498519.718750 Penalty: 2705.330566
	Iteration 31Q: 3 clusters Score -498519.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -498523.718750 Penalty: 2705.330566
	Iteration 32Q: 3 clusters Score -498523.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -498526.250000 Penalty: 2705.330566
	Iteration 33Q: 3 clusters Score -498526.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -498530.843750 Penalty: 2705.330566
	Iteration 34Q: 3 clusters Score -498530.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -498534.218750 Penalty: 2705.330566
	Iteration 35Q: 3 clusters Score -498534.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -498536.625000 Penalty: 2705.330566
	Iteration 36Q: 3 clusters Score -498536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -498538.843750 Penalty: 2705.330566
	Iteration 37Q: 3 clusters Score -498538.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -498540.031250 Penalty: 2705.330566
	Iteration 38Q: 3 clusters Score -498540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -498543.343750 Penalty: 2705.330566
	Iteration 39Q: 3 clusters Score -498543.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -498544.906250 Penalty: 2705.330566
	Iteration 40F: 3 clusters Score -498544.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -498546.437500 Penalty: 2705.330566
	Iteration 41Q: 3 clusters Score -498546.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -498549.031250 Penalty: 2705.330566
	Iteration 42Q: 3 clusters Score -498549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -498550.875000 Penalty: 2705.330566
	Iteration 43Q: 3 clusters Score -498550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -498552.906250 Penalty: 2705.330566
	Iteration 44Q: 3 clusters Score -498552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -498554.468750 Penalty: 2705.330566
	Iteration 45Q: 3 clusters Score -498554.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -498557.187500 Penalty: 2705.330566
	Iteration 46Q: 3 clusters Score -498557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -498559.781250 Penalty: 2705.330566
	Iteration 47Q: 3 clusters Score -498559.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -498562.500000 Penalty: 2705.330566
	Iteration 48Q: 3 clusters Score -498562.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -498566.593750 Penalty: 2705.330566
	Iteration 49Q: 3 clusters Score -498566.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -498572.562500 Penalty: 2705.330566
	Iteration 50Q: 3 clusters Score -498572.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -498576.687500 Penalty: 2705.330566
	Iteration 51Q: 3 clusters Score -498576.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -498583.562500 Penalty: 2705.330566
	Iteration 52Q: 3 clusters Score -498583.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -498590.906250 Penalty: 2705.330566
	Iteration 53Q: 3 clusters Score -498590.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -498599.250000 Penalty: 2705.330566
	Iteration 54Q: 3 clusters Score -498599.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -498606.968750 Penalty: 2705.330566
	Iteration 55Q: 3 clusters Score -498607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -498612.937500 Penalty: 2705.330566
	Iteration 56Q: 3 clusters Score -498612.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -498619.843750 Penalty: 2705.330566
	Iteration 57Q: 3 clusters Score -498619.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -498625.468750 Penalty: 2705.330566
	Iteration 58Q: 3 clusters Score -498625.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -498632.062500 Penalty: 2705.330566
	Iteration 59Q: 3 clusters Score -498632.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -498639.093750 Penalty: 2705.330566
	Iteration 60F: 3 clusters Score -498639.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -498651.500000 Penalty: 2705.330566
	Iteration 61Q: 3 clusters Score -498651.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -498661.875000 Penalty: 2705.330566
	Iteration 62Q: 3 clusters Score -498661.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -498682.093750 Penalty: 2705.330566
	Iteration 63Q: 3 clusters Score -498682.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -498698.937500 Penalty: 2705.330566
	Iteration 64Q: 3 clusters Score -498698.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -498709.375000 Penalty: 2705.330566
	Iteration 65Q: 3 clusters Score -498709.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -498715.343750 Penalty: 2705.330566
	Iteration 66Q: 3 clusters Score -498715.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -498726.437500 Penalty: 2705.330566
	Iteration 67Q: 3 clusters Score -498726.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -498742.531250 Penalty: 2705.330566
	Iteration 68Q: 3 clusters Score -498742.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -498754.625000 Penalty: 2705.330566
	Iteration 69Q: 3 clusters Score -498754.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -498766.125000 Penalty: 2705.330566
	Iteration 70Q: 3 clusters Score -498766.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -498779.625000 Penalty: 2705.330566
	Iteration 71Q: 3 clusters Score -498779.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -498793.125000 Penalty: 2705.330566
	Iteration 72Q: 3 clusters Score -498793.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -498804.687500 Penalty: 2705.330566
	Iteration 73Q: 3 clusters Score -498804.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -498819.406250 Penalty: 2705.330566
	Iteration 74Q: 3 clusters Score -498819.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -498827.218750 Penalty: 2705.330566
	Iteration 75Q: 3 clusters Score -498827.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -498835.593750 Penalty: 2705.330566
	Iteration 76Q: 3 clusters Score -498835.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -498841.156250 Penalty: 2705.330566
	Iteration 77Q: 3 clusters Score -498841.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -498845.906250 Penalty: 2705.330566
	Iteration 78Q: 3 clusters Score -498845.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -498848.593750 Penalty: 2705.330566
	Iteration 79Q: 3 clusters Score -498848.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -498853.187500 Penalty: 2705.330566
	Iteration 80F: 3 clusters Score -498853.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -498855.718750 Penalty: 2705.330566
	Iteration 81Q: 3 clusters Score -498855.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -498858.625000 Penalty: 2705.330566
	Iteration 82Q: 3 clusters Score -498858.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -498864.375000 Penalty: 2705.330566
	Iteration 83Q: 3 clusters Score -498864.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -498871.968750 Penalty: 2705.330566
	Iteration 84Q: 3 clusters Score -498872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -498876.375000 Penalty: 2705.330566
	Iteration 85Q: 3 clusters Score -498876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -498878.593750 Penalty: 2705.330566
	Iteration 86Q: 3 clusters Score -498878.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -498882.531250 Penalty: 2705.330566
	Iteration 87Q: 3 clusters Score -498882.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -498887.906250 Penalty: 2705.330566
	Iteration 88Q: 3 clusters Score -498887.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -498893.687500 Penalty: 2705.330566
	Iteration 89Q: 3 clusters Score -498893.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -498899.687500 Penalty: 2705.330566
	Iteration 90Q: 3 clusters Score -498899.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -498906.250000 Penalty: 2705.330566
	Iteration 91Q: 3 clusters Score -498906.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -498912.781250 Penalty: 2705.330566
	Iteration 92Q: 3 clusters Score -498912.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -498920.156250 Penalty: 2705.330566
	Iteration 93Q: 3 clusters Score -498920.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -498929.125000 Penalty: 2705.330566
	Iteration 94Q: 3 clusters Score -498929.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -498937.656250 Penalty: 2705.330566
	Iteration 95Q: 3 clusters Score -498937.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -498944.562500 Penalty: 2705.330566
	Iteration 96Q: 3 clusters Score -498944.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -498951.406250 Penalty: 2705.330566
	Iteration 97Q: 3 clusters Score -498951.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -498956.750000 Penalty: 2705.330566
	Iteration 98Q: 3 clusters Score -498956.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -498961.843750 Penalty: 2705.330566
	Iteration 99Q: 3 clusters Score -498961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -498964.406250 Penalty: 2705.330566
	Iteration 100F: 3 clusters Score -498964.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -498967.656250 Penalty: 2705.330566
	Iteration 101Q: 3 clusters Score -498967.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -498971.250000 Penalty: 2705.330566
	Iteration 102Q: 3 clusters Score -498971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -498974.312500 Penalty: 2705.330566
	Iteration 103Q: 3 clusters Score -498974.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -498976.968750 Penalty: 2705.330566
	Iteration 104Q: 3 clusters Score -498977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -498978.906250 Penalty: 2705.330566
	Iteration 105Q: 3 clusters Score -498978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -498980.593750 Penalty: 2705.330566
	Iteration 106Q: 3 clusters Score -498980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -498982.312500 Penalty: 2705.330566
	Iteration 107Q: 3 clusters Score -498982.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -498987.062500 Penalty: 2705.330566
	Iteration 108Q: 3 clusters Score -498987.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -498989.750000 Penalty: 2705.330566
	Iteration 109Q: 3 clusters Score -498989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -498995.750000 Penalty: 2705.330566
	Iteration 110Q: 3 clusters Score -498995.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -499001.750000 Penalty: 2705.330566
	Iteration 111Q: 3 clusters Score -499001.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -499006.812500 Penalty: 2705.330566
	Iteration 112Q: 3 clusters Score -499006.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -499011.406250 Penalty: 2705.330566
	Iteration 113Q: 3 clusters Score -499011.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -499014.718750 Penalty: 2705.330566
	Iteration 114Q: 3 clusters Score -499014.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -499021.437500 Penalty: 2705.330566
	Iteration 115Q: 3 clusters Score -499021.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -499028.500000 Penalty: 2705.330566
	Iteration 116Q: 3 clusters Score -499028.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -499033.093750 Penalty: 2705.330566
	Iteration 117Q: 3 clusters Score -499033.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -499037.218750 Penalty: 2705.330566
	Iteration 118Q: 3 clusters Score -499037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -499039.750000 Penalty: 2705.330566
	Iteration 119Q: 3 clusters Score -499039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -499041.843750 Penalty: 2705.330566
	Iteration 120F: 3 clusters Score -499041.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -499045.718750 Penalty: 2705.330566
	Iteration 121Q: 3 clusters Score -499045.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -499047.281250 Penalty: 2705.330566
	Iteration 122Q: 3 clusters Score -499047.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -499050.468750 Penalty: 2705.330566
	Iteration 123Q: 3 clusters Score -499050.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -499053.437500 Penalty: 2705.330566
	Iteration 124Q: 3 clusters Score -499053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -499055.593750 Penalty: 2705.330566
	Iteration 125Q: 3 clusters Score -499055.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -499058.125000 Penalty: 2705.330566
	Iteration 126Q: 3 clusters Score -499058.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -499060.781250 Penalty: 2705.330566
	Iteration 127Q: 3 clusters Score -499060.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -499061.750000 Penalty: 2705.330566
	Iteration 128Q: 3 clusters Score -499061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -499062.750000 Penalty: 2705.330566
	Iteration 129Q: 3 clusters Score -499062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -499065.062500 Penalty: 2705.330566
	Iteration 130Q: 3 clusters Score -499065.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -499069.218750 Penalty: 2705.330566
	Iteration 131Q: 3 clusters Score -499069.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -499073.593750 Penalty: 2705.330566
	Iteration 132Q: 3 clusters Score -499073.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -499079.218750 Penalty: 2705.330566
	Iteration 133Q: 3 clusters Score -499079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -499080.375000 Penalty: 2705.330566
	Iteration 134Q: 3 clusters Score -499080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -499083.875000 Penalty: 2705.330566
	Iteration 135Q: 3 clusters Score -499083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -499086.656250 Penalty: 2705.330566
	Iteration 136Q: 3 clusters Score -499086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -499089.656250 Penalty: 2705.330566
	Iteration 137Q: 3 clusters Score -499089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -499092.531250 Penalty: 2705.330566
	Iteration 138Q: 3 clusters Score -499092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -499094.718750 Penalty: 2705.330566
	Iteration 139Q: 3 clusters Score -499094.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -499098.125000 Penalty: 2705.330566
	Iteration 140F: 3 clusters Score -499098.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -499101.593750 Penalty: 2705.330566
	Iteration 141Q: 3 clusters Score -499101.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -499107.375000 Penalty: 2705.330566
	Iteration 142Q: 3 clusters Score -499107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -499109.562500 Penalty: 2705.330566
	Iteration 143Q: 3 clusters Score -499109.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -499114.718750 Penalty: 2705.330566
	Iteration 144Q: 3 clusters Score -499114.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -499120.593750 Penalty: 2705.330566
	Iteration 145Q: 3 clusters Score -499120.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -499124.187500 Penalty: 2705.330566
	Iteration 146Q: 3 clusters Score -499124.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -499126.875000 Penalty: 2705.330566
	Iteration 147Q: 3 clusters Score -499126.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -499129.937500 Penalty: 2705.330566
	Iteration 148Q: 3 clusters Score -499129.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -499137.500000 Penalty: 2705.330566
	Iteration 149Q: 3 clusters Score -499137.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -499141.093750 Penalty: 2705.330566
	Iteration 150Q: 3 clusters Score -499141.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -499143.937500 Penalty: 2705.330566
	Iteration 151Q: 3 clusters Score -499143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -499144.562500 Penalty: 2705.330566
	Iteration 152Q: 3 clusters Score -499144.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -499145.593750 Penalty: 2705.330566
	Iteration 153Q: 3 clusters Score -499145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -499146.125000 Penalty: 2705.330566
	Iteration 154Q: 3 clusters Score -499146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -499146.750000 Penalty: 2705.330566
	Iteration 155Q: 3 clusters Score -499146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -499147.500000 Penalty: 2705.330566
	Iteration 156Q: 3 clusters Score -499147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -499149.218750 Penalty: 2705.330566
	Iteration 157Q: 3 clusters Score -499149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -499151.031250 Penalty: 2705.330566
	Iteration 158Q: 3 clusters Score -499151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -499151.937500 Penalty: 2705.330566
	Iteration 159Q: 3 clusters Score -499151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -499152.406250 Penalty: 2705.330566
	Iteration 160F: 3 clusters Score -499152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -499152.437500 Penalty: 2705.330566
	Iteration 161Q: 3 clusters Score -499152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -499153.312500 Penalty: 2705.330566
	Iteration 162Q: 3 clusters Score -499153.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -499153.968750 Penalty: 2705.330566
	Iteration 163Q: 3 clusters Score -499154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -499154.593750 Penalty: 2705.330566
	Iteration 164Q: 3 clusters Score -499154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -499154.437500 Penalty: 2705.330566
	Iteration 165Q: 3 clusters Score -499154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -499155.718750 Penalty: 2705.330566
	Iteration 166Q: 3 clusters Score -499155.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -499155.718750 Penalty: 2705.330566
	Iteration 167F: 3 clusters Score -499155.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -310705.343750 Penalty: 1280.384888
	Iteration 0F: 2 clusters Score -310705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -308205.937500 Penalty: 2560.769775
	Iteration 0F: 3 clusters Score -308205.9 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -308889.375000 Penalty: 2560.769775
	Iteration 1F: 3 clusters Score -308889.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -309144.500000 Penalty: 2560.769775
	Iteration 2F: 3 clusters Score -309144.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -309377.531250 Penalty: 2560.769775
	Iteration 3F: 3 clusters Score -309377.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -309638.875000 Penalty: 2560.769775
	Iteration 4F: 3 clusters Score -309638.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -309852.937500 Penalty: 2560.769775
	Iteration 5F: 3 clusters Score -309852.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -310051.312500 Penalty: 2560.769775
	Iteration 6F: 3 clusters Score -310051.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -310195.250000 Penalty: 2560.769775
	Iteration 7Q: 3 clusters Score -310195.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -310307.000000 Penalty: 2560.769775
	Iteration 8Q: 3 clusters Score -310307 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -310391.468750 Penalty: 2560.769775
	Iteration 9Q: 3 clusters Score -310391.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -310443.093750 Penalty: 2560.769775
	Iteration 10Q: 3 clusters Score -310443.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -310462.218750 Penalty: 2560.769775
	Iteration 11Q: 3 clusters Score -310462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -310466.843750 Penalty: 2560.769775
	Iteration 12Q: 3 clusters Score -310466.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -310471.781250 Penalty: 2560.769775
	Iteration 13Q: 3 clusters Score -310471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -310472.906250 Penalty: 2560.769775
	Iteration 14Q: 3 clusters Score -310472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -310472.906250 Penalty: 2560.769775
	Iteration 15F: 3 clusters Score -310472.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -18591.416016 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -18591.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17902.234375 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -17902.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18176.179688 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -18176.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18271.695312 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -18271.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18363.357422 Penalty: 1826.630249
	Iteration 3F: 3 clusters Score -18363.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18436.150391 Penalty: 1826.630249
	Iteration 4F: 3 clusters Score -18436.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18468.361328 Penalty: 1826.630249
	Iteration 5Q: 3 clusters Score -18468.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18502.970703 Penalty: 1826.630249
	Iteration 6Q: 3 clusters Score -18502.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18510.726562 Penalty: 1826.630249
	Iteration 7Q: 3 clusters Score -18510.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18513.248047 Penalty: 1826.630249
	Iteration 8Q: 3 clusters Score -18513.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18513.248047 Penalty: 1826.630249
	Iteration 9F: 3 clusters Score -18513.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -183215.046875 Penalty: 1188.614868
	Iteration 0F: 2 clusters Score -183215 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 747 members 
Entering Unmasked Estep 
Score: -181431.578125 Penalty: 2377.229736
	Iteration 0F: 3 clusters Score -181431.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -181770.000000 Penalty: 2377.229736
	Iteration 1F: 3 clusters Score -181770 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -181844.890625 Penalty: 2377.229736
	Iteration 2F: 3 clusters Score -181844.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -181882.890625 Penalty: 2377.229736
	Iteration 3Q: 3 clusters Score -181882.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -181915.531250 Penalty: 2377.229736
	Iteration 4Q: 3 clusters Score -181915.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -181935.484375 Penalty: 2377.229736
	Iteration 5Q: 3 clusters Score -181935.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -181950.421875 Penalty: 2377.229736
	Iteration 6Q: 3 clusters Score -181950.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -181964.312500 Penalty: 2377.229736
	Iteration 7Q: 3 clusters Score -181964.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -181980.562500 Penalty: 2377.229736
	Iteration 8Q: 3 clusters Score -181980.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -181994.281250 Penalty: 2377.229736
	Iteration 9Q: 3 clusters Score -181994.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -182003.171875 Penalty: 2377.229736
	Iteration 10Q: 3 clusters Score -182003.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182008.562500 Penalty: 2377.229736
	Iteration 11Q: 3 clusters Score -182008.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -182014.843750 Penalty: 2377.229736
	Iteration 12Q: 3 clusters Score -182014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -182018.343750 Penalty: 2377.229736
	Iteration 13Q: 3 clusters Score -182018.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -182021.390625 Penalty: 2377.229736
	Iteration 14Q: 3 clusters Score -182021.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -182024.015625 Penalty: 2377.229736
	Iteration 15Q: 3 clusters Score -182024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -182025.500000 Penalty: 2377.229736
	Iteration 16Q: 3 clusters Score -182025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -182027.765625 Penalty: 2377.229736
	Iteration 17Q: 3 clusters Score -182027.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182033.812500 Penalty: 2377.229736
	Iteration 18Q: 3 clusters Score -182033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182035.718750 Penalty: 2377.229736
	Iteration 19Q: 3 clusters Score -182035.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182038.125000 Penalty: 2377.229736
	Iteration 20F: 3 clusters Score -182038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -182039.031250 Penalty: 2377.229736
	Iteration 21Q: 3 clusters Score -182039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -182040.078125 Penalty: 2377.229736
	Iteration 22Q: 3 clusters Score -182040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -182040.734375 Penalty: 2377.229736
	Iteration 23Q: 3 clusters Score -182040.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -182040.796875 Penalty: 2377.229736
	Iteration 24Q: 3 clusters Score -182040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -182041.656250 Penalty: 2377.229736
	Iteration 25Q: 3 clusters Score -182041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -182041.656250 Penalty: 2377.229736
	Iteration 26F: 3 clusters Score -182041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Entering Unmasked Estep 
Score: -1281076.375000 Penalty: 1502.082031
	Iteration 0F: 2 clusters Score -1281076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1273692.875000 Penalty: 3004.164062
	Iteration 0F: 3 clusters Score -1273693 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1276047.125000 Penalty: 3004.164062
	Iteration 1F: 3 clusters Score -1276047 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1276243.250000 Penalty: 3004.164062
	Iteration 2F: 3 clusters Score -1276243 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1276380.125000 Penalty: 3004.164062
	Iteration 3Q: 3 clusters Score -1276380 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1276494.250000 Penalty: 3004.164062
	Iteration 4Q: 3 clusters Score -1276494 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1276566.750000 Penalty: 3004.164062
	Iteration 5Q: 3 clusters Score -1276567 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1276608.375000 Penalty: 3004.164062
	Iteration 6Q: 3 clusters Score -1276608 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1276661.750000 Penalty: 3004.164062
	Iteration 7Q: 3 clusters Score -1276662 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1276713.625000 Penalty: 3004.164062
	Iteration 8Q: 3 clusters Score -1276714 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1276756.125000 Penalty: 3004.164062
	Iteration 9Q: 3 clusters Score -1276756 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1276801.500000 Penalty: 3004.164062
	Iteration 10Q: 3 clusters Score -1276802 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1276853.500000 Penalty: 3004.164062
	Iteration 11Q: 3 clusters Score -1276854 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1276909.500000 Penalty: 3004.164062
	Iteration 12Q: 3 clusters Score -1276910 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1276980.875000 Penalty: 3004.164062
	Iteration 13Q: 3 clusters Score -1276981 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1277064.625000 Penalty: 3004.164062
	Iteration 14Q: 3 clusters Score -1277065 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1277178.625000 Penalty: 3004.164062
	Iteration 15Q: 3 clusters Score -1277179 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1277314.625000 Penalty: 3004.164062
	Iteration 16Q: 3 clusters Score -1277315 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1277486.125000 Penalty: 3004.164062
	Iteration 17Q: 3 clusters Score -1277486 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1277691.250000 Penalty: 3004.164062
	Iteration 18Q: 3 clusters Score -1277691 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1277983.750000 Penalty: 3004.164062
	Iteration 19Q: 3 clusters Score -1277984 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1278317.875000 Penalty: 3004.164062
	Iteration 20F: 3 clusters Score -1278318 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1278659.500000 Penalty: 3004.164062
	Iteration 21Q: 3 clusters Score -1278660 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1278937.000000 Penalty: 3004.164062
	Iteration 22Q: 3 clusters Score -1278937 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1279146.625000 Penalty: 3004.164062
	Iteration 23Q: 3 clusters Score -1279147 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1279316.375000 Penalty: 3004.164062
	Iteration 24Q: 3 clusters Score -1279316 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1279427.375000 Penalty: 3004.164062
	Iteration 25Q: 3 clusters Score -1279427 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1279516.625000 Penalty: 3004.164062
	Iteration 26Q: 3 clusters Score -1279517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1279582.625000 Penalty: 3004.164062
	Iteration 27Q: 3 clusters Score -1279583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1279617.875000 Penalty: 3004.164062
	Iteration 28Q: 3 clusters Score -1279618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1279649.875000 Penalty: 3004.164062
	Iteration 29Q: 3 clusters Score -1279650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1279681.625000 Penalty: 3004.164062
	Iteration 30Q: 3 clusters Score -1279682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1279700.500000 Penalty: 3004.164062
	Iteration 31Q: 3 clusters Score -1279700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1279711.250000 Penalty: 3004.164062
	Iteration 32Q: 3 clusters Score -1279711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1279719.625000 Penalty: 3004.164062
	Iteration 33Q: 3 clusters Score -1279720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1279725.875000 Penalty: 3004.164062
	Iteration 34Q: 3 clusters Score -1279726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1279734.750000 Penalty: 3004.164062
	Iteration 35Q: 3 clusters Score -1279735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1279740.500000 Penalty: 3004.164062
	Iteration 36Q: 3 clusters Score -1279740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1279741.250000 Penalty: 3004.164062
	Iteration 37Q: 3 clusters Score -1279741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1279741.250000 Penalty: 3004.164062
	Iteration 38F: 3 clusters Score -1279741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (95454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Entering Unmasked Estep 
Score: -11993565.000000 Penalty: 1863.290039
	Iteration 0F: 2 clusters Score -1.199356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -11937713.000000 Penalty: 3726.580078
	Iteration 0F: 3 clusters Score -1.193771e+07 nChanged 45413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -11964403.000000 Penalty: 3726.580078
	Iteration 1F: 3 clusters Score -1.19644e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -11965528.000000 Penalty: 3726.580078
	Iteration 2Q: 3 clusters Score -1.196553e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -11967320.000000 Penalty: 3726.580078
	Iteration 3Q: 3 clusters Score -1.196732e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -11970217.000000 Penalty: 3726.580078
	Iteration 4F: 3 clusters Score -1.197022e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -11974641.000000 Penalty: 3726.580078
	Iteration 5F: 3 clusters Score -1.197464e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -11980131.000000 Penalty: 3726.580078
	Iteration 6F: 3 clusters Score -1.198013e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -11985656.000000 Penalty: 3726.580078
	Iteration 7F: 3 clusters Score -1.198566e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -11988855.000000 Penalty: 3726.580078
	Iteration 8Q: 3 clusters Score -1.198886e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -11990607.000000 Penalty: 3726.580078
	Iteration 9Q: 3 clusters Score -1.199061e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -11991316.000000 Penalty: 3726.580078
	Iteration 10Q: 3 clusters Score -1.199132e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -11991651.000000 Penalty: 3726.580078
	Iteration 11Q: 3 clusters Score -1.199165e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -11991922.000000 Penalty: 3726.580078
	Iteration 12Q: 3 clusters Score -1.199192e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -11991999.000000 Penalty: 3726.580078
	Iteration 13Q: 3 clusters Score -1.1992e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -11992042.000000 Penalty: 3726.580078
	Iteration 14Q: 3 clusters Score -1.199204e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -11992082.000000 Penalty: 3726.580078
	Iteration 15Q: 3 clusters Score -1.199208e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -11992031.000000 Penalty: 3726.580078
	Iteration 16Q: 3 clusters Score -1.199203e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -11992077.000000 Penalty: 3726.580078
	Iteration 17Q: 3 clusters Score -1.199208e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -11992084.000000 Penalty: 3726.580078
	Iteration 18Q: 3 clusters Score -1.199208e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -11992108.000000 Penalty: 3726.580078
	Iteration 19Q: 3 clusters Score -1.199211e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92446 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -11992078.000000 Penalty: 3726.580078
	Iteration 20F: 3 clusters Score -1.199208e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -11992131.000000 Penalty: 3726.580078
	Iteration 21Q: 3 clusters Score -1.199213e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -11992118.000000 Penalty: 3726.580078
	Iteration 22Q: 3 clusters Score -1.199212e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -11992137.000000 Penalty: 3726.580078
	Iteration 23Q: 3 clusters Score -1.199214e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11992107.000000 Penalty: 3726.580078
	Iteration 24Q: 3 clusters Score -1.199211e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -11992114.000000 Penalty: 3726.580078
	Iteration 25Q: 3 clusters Score -1.199211e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -11992115.000000 Penalty: 3726.580078
	Iteration 26Q: 3 clusters Score -1.199212e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -11992129.000000 Penalty: 3726.580078
	Iteration 27Q: 3 clusters Score -1.199213e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -11992143.000000 Penalty: 3726.580078
	Iteration 28Q: 3 clusters Score -1.199214e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -11992164.000000 Penalty: 3726.580078
	Iteration 29Q: 3 clusters Score -1.199216e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11992212.000000 Penalty: 3726.580078
	Iteration 30Q: 3 clusters Score -1.199221e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94101 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11992195.000000 Penalty: 3726.580078
	Iteration 31Q: 3 clusters Score -1.19922e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11992179.000000 Penalty: 3726.580078
	Iteration 32Q: 3 clusters Score -1.199218e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -11992191.000000 Penalty: 3726.580078
	Iteration 33Q: 3 clusters Score -1.199219e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -11992195.000000 Penalty: 3726.580078
	Iteration 34Q: 3 clusters Score -1.19922e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11992208.000000 Penalty: 3726.580078
	Iteration 35Q: 3 clusters Score -1.199221e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11992224.000000 Penalty: 3726.580078
	Iteration 36Q: 3 clusters Score -1.199222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94311 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11992257.000000 Penalty: 3726.580078
	Iteration 37Q: 3 clusters Score -1.199226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94314 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11992245.000000 Penalty: 3726.580078
	Iteration 38Q: 3 clusters Score -1.199224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11992242.000000 Penalty: 3726.580078
	Iteration 39Q: 3 clusters Score -1.199224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11992253.000000 Penalty: 3726.580078
	Iteration 40F: 3 clusters Score -1.199225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94340 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11992250.000000 Penalty: 3726.580078
	Iteration 41Q: 3 clusters Score -1.199225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11992237.000000 Penalty: 3726.580078
	Iteration 42Q: 3 clusters Score -1.199224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11992242.000000 Penalty: 3726.580078
	Iteration 43Q: 3 clusters Score -1.199224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11992239.000000 Penalty: 3726.580078
	Iteration 44Q: 3 clusters Score -1.199224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94359 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11992233.000000 Penalty: 3726.580078
	Iteration 45Q: 3 clusters Score -1.199223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94360 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11992233.000000 Penalty: 3726.580078
	Iteration 46Q: 3 clusters Score -1.199223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11992244.000000 Penalty: 3726.580078
	Iteration 47Q: 3 clusters Score -1.199224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11992245.000000 Penalty: 3726.580078
	Iteration 48Q: 3 clusters Score -1.199224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11992245.000000 Penalty: 3726.580078
	Iteration 49F: 3 clusters Score -1.199224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (93740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Entering Unmasked Estep 
Score: -11571286.000000 Penalty: 1860.345581
	Iteration 0F: 2 clusters Score -1.157129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -11512132.000000 Penalty: 3720.691162
	Iteration 0F: 3 clusters Score -1.151213e+07 nChanged 44689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -11537903.000000 Penalty: 3720.691162
	Iteration 1F: 3 clusters Score -1.15379e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -11538924.000000 Penalty: 3720.691162
	Iteration 2Q: 3 clusters Score -1.153892e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -11540275.000000 Penalty: 3720.691162
	Iteration 3Q: 3 clusters Score -1.154028e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -11542239.000000 Penalty: 3720.691162
	Iteration 4Q: 3 clusters Score -1.154224e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -11545028.000000 Penalty: 3720.691162
	Iteration 5F: 3 clusters Score -1.154503e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -11549211.000000 Penalty: 3720.691162
	Iteration 6F: 3 clusters Score -1.154921e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -11554694.000000 Penalty: 3720.691162
	Iteration 7F: 3 clusters Score -1.155469e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -11559930.000000 Penalty: 3720.691162
	Iteration 8F: 3 clusters Score -1.155993e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -11563064.000000 Penalty: 3720.691162
	Iteration 9F: 3 clusters Score -1.156306e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -11564383.000000 Penalty: 3720.691162
	Iteration 10Q: 3 clusters Score -1.156438e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -11565057.000000 Penalty: 3720.691162
	Iteration 11Q: 3 clusters Score -1.156506e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -11565434.000000 Penalty: 3720.691162
	Iteration 12Q: 3 clusters Score -1.156543e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -11565808.000000 Penalty: 3720.691162
	Iteration 13Q: 3 clusters Score -1.156581e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -11566192.000000 Penalty: 3720.691162
	Iteration 14Q: 3 clusters Score -1.156619e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -11566546.000000 Penalty: 3720.691162
	Iteration 15Q: 3 clusters Score -1.156655e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -11566767.000000 Penalty: 3720.691162
	Iteration 16Q: 3 clusters Score -1.156677e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -11567002.000000 Penalty: 3720.691162
	Iteration 17Q: 3 clusters Score -1.1567e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -11567223.000000 Penalty: 3720.691162
	Iteration 18Q: 3 clusters Score -1.156722e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -11567406.000000 Penalty: 3720.691162
	Iteration 19Q: 3 clusters Score -1.156741e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -11567588.000000 Penalty: 3720.691162
	Iteration 20F: 3 clusters Score -1.156759e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -11567780.000000 Penalty: 3720.691162
	Iteration 21Q: 3 clusters Score -1.156778e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -11567907.000000 Penalty: 3720.691162
	Iteration 22Q: 3 clusters Score -1.156791e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -11568058.000000 Penalty: 3720.691162
	Iteration 23Q: 3 clusters Score -1.156806e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -11568145.000000 Penalty: 3720.691162
	Iteration 24Q: 3 clusters Score -1.156814e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 70372 members 
Entering Unmasked Estep 
Score: -11568310.000000 Penalty: 3720.691162
	Iteration 25Q: 3 clusters Score -1.156831e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -11568417.000000 Penalty: 3720.691162
	Iteration 26Q: 3 clusters Score -1.156842e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -11568530.000000 Penalty: 3720.691162
	Iteration 27Q: 3 clusters Score -1.156853e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -11568671.000000 Penalty: 3720.691162
	Iteration 28Q: 3 clusters Score -1.156867e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -11568820.000000 Penalty: 3720.691162
	Iteration 29Q: 3 clusters Score -1.156882e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -11568937.000000 Penalty: 3720.691162
	Iteration 30Q: 3 clusters Score -1.156894e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -11569091.000000 Penalty: 3720.691162
	Iteration 31Q: 3 clusters Score -1.156909e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -11569237.000000 Penalty: 3720.691162
	Iteration 32Q: 3 clusters Score -1.156924e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -11569368.000000 Penalty: 3720.691162
	Iteration 33Q: 3 clusters Score -1.156937e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 75061 members 
Entering Unmasked Estep 
Score: -11569497.000000 Penalty: 3720.691162
	Iteration 34Q: 3 clusters Score -1.15695e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -11569607.000000 Penalty: 3720.691162
	Iteration 35Q: 3 clusters Score -1.156961e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -11569720.000000 Penalty: 3720.691162
	Iteration 36Q: 3 clusters Score -1.156972e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -11569834.000000 Penalty: 3720.691162
	Iteration 37Q: 3 clusters Score -1.156983e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -11569933.000000 Penalty: 3720.691162
	Iteration 38Q: 3 clusters Score -1.156993e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -11570014.000000 Penalty: 3720.691162
	Iteration 39Q: 3 clusters Score -1.157001e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -11570138.000000 Penalty: 3720.691162
	Iteration 40F: 3 clusters Score -1.157014e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -11570241.000000 Penalty: 3720.691162
	Iteration 41Q: 3 clusters Score -1.157024e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -11570311.000000 Penalty: 3720.691162
	Iteration 42Q: 3 clusters Score -1.157031e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -11570384.000000 Penalty: 3720.691162
	Iteration 43Q: 3 clusters Score -1.157038e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -11570408.000000 Penalty: 3720.691162
	Iteration 44Q: 3 clusters Score -1.157041e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 80017 members 
Entering Unmasked Estep 
Score: -11570479.000000 Penalty: 3720.691162
	Iteration 45Q: 3 clusters Score -1.157048e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -11570525.000000 Penalty: 3720.691162
	Iteration 46Q: 3 clusters Score -1.157052e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -11570597.000000 Penalty: 3720.691162
	Iteration 47Q: 3 clusters Score -1.15706e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -11570675.000000 Penalty: 3720.691162
	Iteration 48Q: 3 clusters Score -1.157068e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -11570720.000000 Penalty: 3720.691162
	Iteration 49Q: 3 clusters Score -1.157072e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -11570801.000000 Penalty: 3720.691162
	Iteration 50Q: 3 clusters Score -1.15708e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -11570794.000000 Penalty: 3720.691162
	Iteration 51Q: 3 clusters Score -1.157079e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -11570821.000000 Penalty: 3720.691162
	Iteration 52Q: 3 clusters Score -1.157082e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 83044 members 
Entering Unmasked Estep 
Score: -11570859.000000 Penalty: 3720.691162
	Iteration 53Q: 3 clusters Score -1.157086e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -11570893.000000 Penalty: 3720.691162
	Iteration 54Q: 3 clusters Score -1.157089e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -11570925.000000 Penalty: 3720.691162
	Iteration 55Q: 3 clusters Score -1.157092e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -11570916.000000 Penalty: 3720.691162
	Iteration 56Q: 3 clusters Score -1.157092e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -11570903.000000 Penalty: 3720.691162
	Iteration 57Q: 3 clusters Score -1.15709e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -11570904.000000 Penalty: 3720.691162
	Iteration 58Q: 3 clusters Score -1.15709e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 84845 members 
Entering Unmasked Estep 
Score: -11570926.000000 Penalty: 3720.691162
	Iteration 59Q: 3 clusters Score -1.157093e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -11570919.000000 Penalty: 3720.691162
	Iteration 60F: 3 clusters Score -1.157092e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
Score: -11570950.000000 Penalty: 3720.691162
	Iteration 61Q: 3 clusters Score -1.157095e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -11571000.000000 Penalty: 3720.691162
	Iteration 62Q: 3 clusters Score -1.1571e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -11571005.000000 Penalty: 3720.691162
	Iteration 63Q: 3 clusters Score -1.1571e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -11571006.000000 Penalty: 3720.691162
	Iteration 64Q: 3 clusters Score -1.157101e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -11571000.000000 Penalty: 3720.691162
	Iteration 65Q: 3 clusters Score -1.1571e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -11570994.000000 Penalty: 3720.691162
	Iteration 66Q: 3 clusters Score -1.157099e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -11571001.000000 Penalty: 3720.691162
	Iteration 67Q: 3 clusters Score -1.1571e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -11570962.000000 Penalty: 3720.691162
	Iteration 68Q: 3 clusters Score -1.157096e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -11570991.000000 Penalty: 3720.691162
	Iteration 69Q: 3 clusters Score -1.157099e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -11571019.000000 Penalty: 3720.691162
	Iteration 70Q: 3 clusters Score -1.157102e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 87047 members 
Entering Unmasked Estep 
Score: -11571031.000000 Penalty: 3720.691162
	Iteration 71Q: 3 clusters Score -1.157103e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -11571018.000000 Penalty: 3720.691162
	Iteration 72Q: 3 clusters Score -1.157102e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -11571007.000000 Penalty: 3720.691162
	Iteration 73Q: 3 clusters Score -1.157101e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 87372 members 
Entering Unmasked Estep 
Score: -11571010.000000 Penalty: 3720.691162
	Iteration 74Q: 3 clusters Score -1.157101e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -11571014.000000 Penalty: 3720.691162
	Iteration 75Q: 3 clusters Score -1.157101e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -11571015.000000 Penalty: 3720.691162
	Iteration 76Q: 3 clusters Score -1.157102e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 87618 members 
Entering Unmasked Estep 
Score: -11570989.000000 Penalty: 3720.691162
	Iteration 77Q: 3 clusters Score -1.157099e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 87704 members 
Entering Unmasked Estep 
Score: -11570984.000000 Penalty: 3720.691162
	Iteration 78Q: 3 clusters Score -1.157098e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -11570973.000000 Penalty: 3720.691162
	Iteration 79Q: 3 clusters Score -1.157097e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -11570987.000000 Penalty: 3720.691162
	Iteration 80F: 3 clusters Score -1.157099e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 88000 members 
Entering Unmasked Estep 
Score: -11570989.000000 Penalty: 3720.691162
	Iteration 81Q: 3 clusters Score -1.157099e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -11570994.000000 Penalty: 3720.691162
	Iteration 82Q: 3 clusters Score -1.157099e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -11570995.000000 Penalty: 3720.691162
	Iteration 83Q: 3 clusters Score -1.1571e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -11571000.000000 Penalty: 3720.691162
	Iteration 84Q: 3 clusters Score -1.1571e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -11571032.000000 Penalty: 3720.691162
	Iteration 85Q: 3 clusters Score -1.157103e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -11571048.000000 Penalty: 3720.691162
	Iteration 86Q: 3 clusters Score -1.157105e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -11571044.000000 Penalty: 3720.691162
	Iteration 87Q: 3 clusters Score -1.157104e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -11571032.000000 Penalty: 3720.691162
	Iteration 88Q: 3 clusters Score -1.157103e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -11571042.000000 Penalty: 3720.691162
	Iteration 89Q: 3 clusters Score -1.157104e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 88693 members 
Entering Unmasked Estep 
Score: -11571065.000000 Penalty: 3720.691162
	Iteration 90Q: 3 clusters Score -1.157106e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 88766 members 
Entering Unmasked Estep 
Score: -11571040.000000 Penalty: 3720.691162
	Iteration 91Q: 3 clusters Score -1.157104e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 88831 members 
Entering Unmasked Estep 
Score: -11571095.000000 Penalty: 3720.691162
	Iteration 92Q: 3 clusters Score -1.15711e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -11571087.000000 Penalty: 3720.691162
	Iteration 93Q: 3 clusters Score -1.157109e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -11571088.000000 Penalty: 3720.691162
	Iteration 94Q: 3 clusters Score -1.157109e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 88995 members 
Entering Unmasked Estep 
Score: -11571093.000000 Penalty: 3720.691162
	Iteration 95Q: 3 clusters Score -1.157109e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -11571107.000000 Penalty: 3720.691162
	Iteration 96Q: 3 clusters Score -1.157111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -11571115.000000 Penalty: 3720.691162
	Iteration 97Q: 3 clusters Score -1.157112e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 89101 members 
Entering Unmasked Estep 
Score: -11571100.000000 Penalty: 3720.691162
	Iteration 98Q: 3 clusters Score -1.15711e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -11571100.000000 Penalty: 3720.691162
	Iteration 99Q: 3 clusters Score -1.15711e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 89167 members 
Entering Unmasked Estep 
Score: -11571088.000000 Penalty: 3720.691162
	Iteration 100F: 3 clusters Score -1.157109e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -11571081.000000 Penalty: 3720.691162
	Iteration 101Q: 3 clusters Score -1.157108e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -11571064.000000 Penalty: 3720.691162
	Iteration 102Q: 3 clusters Score -1.157106e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -11571041.000000 Penalty: 3720.691162
	Iteration 103Q: 3 clusters Score -1.157104e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 89337 members 
Entering Unmasked Estep 
Score: -11571035.000000 Penalty: 3720.691162
	Iteration 104Q: 3 clusters Score -1.157104e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -11571014.000000 Penalty: 3720.691162
	Iteration 105Q: 3 clusters Score -1.157101e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -11570994.000000 Penalty: 3720.691162
	Iteration 106Q: 3 clusters Score -1.157099e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
Score: -11570984.000000 Penalty: 3720.691162
	Iteration 107Q: 3 clusters Score -1.157098e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 89484 members 
Entering Unmasked Estep 
Score: -11570974.000000 Penalty: 3720.691162
	Iteration 108Q: 3 clusters Score -1.157097e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -11570986.000000 Penalty: 3720.691162
	Iteration 109Q: 3 clusters Score -1.157099e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -11570987.000000 Penalty: 3720.691162
	Iteration 110Q: 3 clusters Score -1.157099e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -11570980.000000 Penalty: 3720.691162
	Iteration 111Q: 3 clusters Score -1.157098e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 89591 members 
Entering Unmasked Estep 
Score: -11570975.000000 Penalty: 3720.691162
	Iteration 112Q: 3 clusters Score -1.157098e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -11570980.000000 Penalty: 3720.691162
	Iteration 113Q: 3 clusters Score -1.157098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -11570986.000000 Penalty: 3720.691162
	Iteration 114Q: 3 clusters Score -1.157099e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -11571009.000000 Penalty: 3720.691162
	Iteration 115Q: 3 clusters Score -1.157101e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -11571013.000000 Penalty: 3720.691162
	Iteration 116Q: 3 clusters Score -1.157101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -11571021.000000 Penalty: 3720.691162
	Iteration 117Q: 3 clusters Score -1.157102e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 89814 members 
Entering Unmasked Estep 
Score: -11571021.000000 Penalty: 3720.691162
	Iteration 118Q: 3 clusters Score -1.157102e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -11571019.000000 Penalty: 3720.691162
	Iteration 119Q: 3 clusters Score -1.157102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 89858 members 
Entering Unmasked Estep 
Score: -11571029.000000 Penalty: 3720.691162
	Iteration 120F: 3 clusters Score -1.157103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -11571028.000000 Penalty: 3720.691162
	Iteration 121Q: 3 clusters Score -1.157103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -11571040.000000 Penalty: 3720.691162
	Iteration 122Q: 3 clusters Score -1.157104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -11571017.000000 Penalty: 3720.691162
	Iteration 123Q: 3 clusters Score -1.157102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 89927 members 
Entering Unmasked Estep 
Score: -11571020.000000 Penalty: 3720.691162
	Iteration 124Q: 3 clusters Score -1.157102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -11571023.000000 Penalty: 3720.691162
	Iteration 125Q: 3 clusters Score -1.157102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -11571020.000000 Penalty: 3720.691162
	Iteration 126Q: 3 clusters Score -1.157102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 89970 members 
Entering Unmasked Estep 
Score: -11571023.000000 Penalty: 3720.691162
	Iteration 127Q: 3 clusters Score -1.157102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -11571048.000000 Penalty: 3720.691162
	Iteration 128Q: 3 clusters Score -1.157105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -11571057.000000 Penalty: 3720.691162
	Iteration 129Q: 3 clusters Score -1.157106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 90003 members 
Entering Unmasked Estep 
Score: -11571057.000000 Penalty: 3720.691162
	Iteration 130Q: 3 clusters Score -1.157106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
Score: -11571065.000000 Penalty: 3720.691162
	Iteration 131Q: 3 clusters Score -1.157106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 90027 members 
Entering Unmasked Estep 
Score: -11571051.000000 Penalty: 3720.691162
	Iteration 132Q: 3 clusters Score -1.157105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -11571049.000000 Penalty: 3720.691162
	Iteration 133Q: 3 clusters Score -1.157105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -11571043.000000 Penalty: 3720.691162
	Iteration 134Q: 3 clusters Score -1.157104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -11571040.000000 Penalty: 3720.691162
	Iteration 135Q: 3 clusters Score -1.157104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 90057 members 
Entering Unmasked Estep 
Score: -11571027.000000 Penalty: 3720.691162
	Iteration 136Q: 3 clusters Score -1.157103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -11571027.000000 Penalty: 3720.691162
	Iteration 137Q: 3 clusters Score -1.157103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -11571019.000000 Penalty: 3720.691162
	Iteration 138Q: 3 clusters Score -1.157102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -11571013.000000 Penalty: 3720.691162
	Iteration 139Q: 3 clusters Score -1.157101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -11571017.000000 Penalty: 3720.691162
	Iteration 140F: 3 clusters Score -1.157102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -11571021.000000 Penalty: 3720.691162
	Iteration 141Q: 3 clusters Score -1.157102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -11571027.000000 Penalty: 3720.691162
	Iteration 142Q: 3 clusters Score -1.157103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -11571031.000000 Penalty: 3720.691162
	Iteration 143Q: 3 clusters Score -1.157103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -11571033.000000 Penalty: 3720.691162
	Iteration 144Q: 3 clusters Score -1.157103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 90119 members 
Entering Unmasked Estep 
Score: -11571023.000000 Penalty: 3720.691162
	Iteration 145Q: 3 clusters Score -1.157102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -11571034.000000 Penalty: 3720.691162
	Iteration 146Q: 3 clusters Score -1.157103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -11571030.000000 Penalty: 3720.691162
	Iteration 147Q: 3 clusters Score -1.157103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -11571035.000000 Penalty: 3720.691162
	Iteration 148Q: 3 clusters Score -1.157104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -11571037.000000 Penalty: 3720.691162
	Iteration 149Q: 3 clusters Score -1.157104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -11571031.000000 Penalty: 3720.691162
	Iteration 150Q: 3 clusters Score -1.157103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -11571038.000000 Penalty: 3720.691162
	Iteration 151Q: 3 clusters Score -1.157104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -11571029.000000 Penalty: 3720.691162
	Iteration 152Q: 3 clusters Score -1.157103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -11571029.000000 Penalty: 3720.691162
	Iteration 153F: 3 clusters Score -1.157103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -35025.414062 Penalty: 956.491943
	Iteration 0F: 2 clusters Score -35025.41 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 181 members 
Entering Unmasked Estep 
Score: -34159.144531 Penalty: 1912.983887
	Iteration 0F: 3 clusters Score -34159.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34334.089844 Penalty: 1912.983887
	Iteration 1F: 3 clusters Score -34334.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34380.527344 Penalty: 1912.983887
	Iteration 2F: 3 clusters Score -34380.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34412.902344 Penalty: 1912.983887
	Iteration 3Q: 3 clusters Score -34412.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34461.683594 Penalty: 1912.983887
	Iteration 4Q: 3 clusters Score -34461.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34481.285156 Penalty: 1912.983887
	Iteration 5Q: 3 clusters Score -34481.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34514.906250 Penalty: 1912.983887
	Iteration 6Q: 3 clusters Score -34514.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34564.183594 Penalty: 1912.983887
	Iteration 7Q: 3 clusters Score -34564.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34586.996094 Penalty: 1912.983887
	Iteration 8Q: 3 clusters Score -34587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34599.820312 Penalty: 1912.983887
	Iteration 9Q: 3 clusters Score -34599.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34616.492188 Penalty: 1912.983887
	Iteration 10Q: 3 clusters Score -34616.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34631.613281 Penalty: 1912.983887
	Iteration 11Q: 3 clusters Score -34631.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34633.250000 Penalty: 1912.983887
	Iteration 12Q: 3 clusters Score -34633.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34633.746094 Penalty: 1912.983887
	Iteration 13Q: 3 clusters Score -34633.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34633.746094 Penalty: 1912.983887
	Iteration 14F: 3 clusters Score -34633.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Entering Unmasked Estep 
Score: -1079402.625000 Penalty: 1480.153931
	Iteration 0F: 2 clusters Score -1079403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1072952.375000 Penalty: 2960.307861
	Iteration 0F: 3 clusters Score -1072952 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1075181.000000 Penalty: 2960.307861
	Iteration 1F: 3 clusters Score -1075181 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1075530.750000 Penalty: 2960.307861
	Iteration 2F: 3 clusters Score -1075531 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1075837.875000 Penalty: 2960.307861
	Iteration 3F: 3 clusters Score -1075838 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1076167.250000 Penalty: 2960.307861
	Iteration 4F: 3 clusters Score -1076167 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1076465.375000 Penalty: 2960.307861
	Iteration 5F: 3 clusters Score -1076465 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1076713.750000 Penalty: 2960.307861
	Iteration 6Q: 3 clusters Score -1076714 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1076968.875000 Penalty: 2960.307861
	Iteration 7Q: 3 clusters Score -1076969 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1077202.250000 Penalty: 2960.307861
	Iteration 8Q: 3 clusters Score -1077202 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1077400.750000 Penalty: 2960.307861
	Iteration 9Q: 3 clusters Score -1077401 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1077537.500000 Penalty: 2960.307861
	Iteration 10Q: 3 clusters Score -1077538 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1077622.250000 Penalty: 2960.307861
	Iteration 11Q: 3 clusters Score -1077622 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1077704.625000 Penalty: 2960.307861
	Iteration 12Q: 3 clusters Score -1077705 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1077761.000000 Penalty: 2960.307861
	Iteration 13Q: 3 clusters Score -1077761 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1077803.375000 Penalty: 2960.307861
	Iteration 14Q: 3 clusters Score -1077803 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1077839.000000 Penalty: 2960.307861
	Iteration 15Q: 3 clusters Score -1077839 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1077863.250000 Penalty: 2960.307861
	Iteration 16Q: 3 clusters Score -1077863 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1077893.875000 Penalty: 2960.307861
	Iteration 17Q: 3 clusters Score -1077894 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1077922.750000 Penalty: 2960.307861
	Iteration 18Q: 3 clusters Score -1077923 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1077952.000000 Penalty: 2960.307861
	Iteration 19Q: 3 clusters Score -1077952 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1077982.125000 Penalty: 2960.307861
	Iteration 20F: 3 clusters Score -1077982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1078020.250000 Penalty: 2960.307861
	Iteration 21Q: 3 clusters Score -1078020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1078058.875000 Penalty: 2960.307861
	Iteration 22Q: 3 clusters Score -1078059 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1078084.750000 Penalty: 2960.307861
	Iteration 23Q: 3 clusters Score -1078085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1078108.000000 Penalty: 2960.307861
	Iteration 24Q: 3 clusters Score -1078108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1078140.375000 Penalty: 2960.307861
	Iteration 25Q: 3 clusters Score -1078140 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1078180.500000 Penalty: 2960.307861
	Iteration 26Q: 3 clusters Score -1078180 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1078218.250000 Penalty: 2960.307861
	Iteration 27Q: 3 clusters Score -1078218 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1078251.375000 Penalty: 2960.307861
	Iteration 28Q: 3 clusters Score -1078251 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1078281.000000 Penalty: 2960.307861
	Iteration 29Q: 3 clusters Score -1078281 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1078312.125000 Penalty: 2960.307861
	Iteration 30Q: 3 clusters Score -1078312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1078341.750000 Penalty: 2960.307861
	Iteration 31Q: 3 clusters Score -1078342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1078374.500000 Penalty: 2960.307861
	Iteration 32Q: 3 clusters Score -1078374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1078393.500000 Penalty: 2960.307861
	Iteration 33Q: 3 clusters Score -1078394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1078403.625000 Penalty: 2960.307861
	Iteration 34Q: 3 clusters Score -1078404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1078412.000000 Penalty: 2960.307861
	Iteration 35Q: 3 clusters Score -1078412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1078418.250000 Penalty: 2960.307861
	Iteration 36Q: 3 clusters Score -1078418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1078422.375000 Penalty: 2960.307861
	Iteration 37Q: 3 clusters Score -1078422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1078426.500000 Penalty: 2960.307861
	Iteration 38Q: 3 clusters Score -1078426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1078430.625000 Penalty: 2960.307861
	Iteration 39Q: 3 clusters Score -1078431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1078437.125000 Penalty: 2960.307861
	Iteration 40F: 3 clusters Score -1078437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1078439.125000 Penalty: 2960.307861
	Iteration 41Q: 3 clusters Score -1078439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1078441.750000 Penalty: 2960.307861
	Iteration 42Q: 3 clusters Score -1078442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1078446.125000 Penalty: 2960.307861
	Iteration 43Q: 3 clusters Score -1078446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1078448.500000 Penalty: 2960.307861
	Iteration 44Q: 3 clusters Score -1078448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1078450.875000 Penalty: 2960.307861
	Iteration 45Q: 3 clusters Score -1078451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1078452.500000 Penalty: 2960.307861
	Iteration 46Q: 3 clusters Score -1078452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1078455.250000 Penalty: 2960.307861
	Iteration 47Q: 3 clusters Score -1078455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1078460.750000 Penalty: 2960.307861
	Iteration 48Q: 3 clusters Score -1078461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1078462.750000 Penalty: 2960.307861
	Iteration 49Q: 3 clusters Score -1078463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1078459.875000 Penalty: 2960.307861
	Iteration 50Q: 3 clusters Score -1078460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1078460.250000 Penalty: 2960.307861
	Iteration 51Q: 3 clusters Score -1078460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1078461.000000 Penalty: 2960.307861
	Iteration 52Q: 3 clusters Score -1078461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1078460.750000 Penalty: 2960.307861
	Iteration 53Q: 3 clusters Score -1078461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1078463.250000 Penalty: 2960.307861
	Iteration 54Q: 3 clusters Score -1078463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1078463.250000 Penalty: 2960.307861
	Iteration 55F: 3 clusters Score -1078463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -256349.843750 Penalty: 1255.867554
	Iteration 0F: 2 clusters Score -256349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -254133.703125 Penalty: 2511.735107
	Iteration 0F: 3 clusters Score -254133.7 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -254620.453125 Penalty: 2511.735107
	Iteration 1F: 3 clusters Score -254620.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -254731.187500 Penalty: 2511.735107
	Iteration 2F: 3 clusters Score -254731.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -254821.109375 Penalty: 2511.735107
	Iteration 3F: 3 clusters Score -254821.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -254906.984375 Penalty: 2511.735107
	Iteration 4F: 3 clusters Score -254907 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -254969.375000 Penalty: 2511.735107
	Iteration 5Q: 3 clusters Score -254969.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -255009.796875 Penalty: 2511.735107
	Iteration 6Q: 3 clusters Score -255009.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -255045.453125 Penalty: 2511.735107
	Iteration 7Q: 3 clusters Score -255045.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -255080.406250 Penalty: 2511.735107
	Iteration 8Q: 3 clusters Score -255080.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -255114.546875 Penalty: 2511.735107
	Iteration 9Q: 3 clusters Score -255114.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -255163.156250 Penalty: 2511.735107
	Iteration 10Q: 3 clusters Score -255163.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -255218.109375 Penalty: 2511.735107
	Iteration 11Q: 3 clusters Score -255218.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -255300.140625 Penalty: 2511.735107
	Iteration 12Q: 3 clusters Score -255300.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -255407.312500 Penalty: 2511.735107
	Iteration 13Q: 3 clusters Score -255407.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -255537.906250 Penalty: 2511.735107
	Iteration 14Q: 3 clusters Score -255537.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -255663.250000 Penalty: 2511.735107
	Iteration 15Q: 3 clusters Score -255663.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -255764.562500 Penalty: 2511.735107
	Iteration 16Q: 3 clusters Score -255764.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -255807.421875 Penalty: 2511.735107
	Iteration 17Q: 3 clusters Score -255807.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -255839.156250 Penalty: 2511.735107
	Iteration 18Q: 3 clusters Score -255839.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -255863.109375 Penalty: 2511.735107
	Iteration 19Q: 3 clusters Score -255863.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -255883.312500 Penalty: 2511.735107
	Iteration 20F: 3 clusters Score -255883.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -255889.656250 Penalty: 2511.735107
	Iteration 21Q: 3 clusters Score -255889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -255893.140625 Penalty: 2511.735107
	Iteration 22Q: 3 clusters Score -255893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -255895.625000 Penalty: 2511.735107
	Iteration 23Q: 3 clusters Score -255895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -255898.375000 Penalty: 2511.735107
	Iteration 24Q: 3 clusters Score -255898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -255900.203125 Penalty: 2511.735107
	Iteration 25Q: 3 clusters Score -255900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -255901.171875 Penalty: 2511.735107
	Iteration 26Q: 3 clusters Score -255901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -255902.171875 Penalty: 2511.735107
	Iteration 27Q: 3 clusters Score -255902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -255903.375000 Penalty: 2511.735107
	Iteration 28Q: 3 clusters Score -255903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -255903.578125 Penalty: 2511.735107
	Iteration 29Q: 3 clusters Score -255903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -255903.578125 Penalty: 2511.735107
	Iteration 30F: 3 clusters Score -255903.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -194164.593750 Penalty: 1207.007568
	Iteration 0F: 2 clusters Score -194164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -192330.843750 Penalty: 2414.015137
	Iteration 0F: 3 clusters Score -192330.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -192714.078125 Penalty: 2414.015137
	Iteration 1F: 3 clusters Score -192714.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -192864.921875 Penalty: 2414.015137
	Iteration 2F: 3 clusters Score -192864.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -192961.109375 Penalty: 2414.015137
	Iteration 3F: 3 clusters Score -192961.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -193029.437500 Penalty: 2414.015137
	Iteration 4Q: 3 clusters Score -193029.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -193076.593750 Penalty: 2414.015137
	Iteration 5Q: 3 clusters Score -193076.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -193124.656250 Penalty: 2414.015137
	Iteration 6Q: 3 clusters Score -193124.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -193173.250000 Penalty: 2414.015137
	Iteration 7Q: 3 clusters Score -193173.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -193214.140625 Penalty: 2414.015137
	Iteration 8Q: 3 clusters Score -193214.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -193261.281250 Penalty: 2414.015137
	Iteration 9Q: 3 clusters Score -193261.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -193300.296875 Penalty: 2414.015137
	Iteration 10Q: 3 clusters Score -193300.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -193329.625000 Penalty: 2414.015137
	Iteration 11Q: 3 clusters Score -193329.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -193349.359375 Penalty: 2414.015137
	Iteration 12Q: 3 clusters Score -193349.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -193365.937500 Penalty: 2414.015137
	Iteration 13Q: 3 clusters Score -193365.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -193374.828125 Penalty: 2414.015137
	Iteration 14Q: 3 clusters Score -193374.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -193382.718750 Penalty: 2414.015137
	Iteration 15Q: 3 clusters Score -193382.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -193384.796875 Penalty: 2414.015137
	Iteration 16Q: 3 clusters Score -193384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -193389.140625 Penalty: 2414.015137
	Iteration 17Q: 3 clusters Score -193389.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -193394.312500 Penalty: 2414.015137
	Iteration 18Q: 3 clusters Score -193394.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -193400.734375 Penalty: 2414.015137
	Iteration 19Q: 3 clusters Score -193400.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -193405.078125 Penalty: 2414.015137
	Iteration 20F: 3 clusters Score -193405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -193406.343750 Penalty: 2414.015137
	Iteration 21Q: 3 clusters Score -193406.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -193406.750000 Penalty: 2414.015137
	Iteration 22Q: 3 clusters Score -193406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -193406.750000 Penalty: 2414.015137
	Iteration 23F: 3 clusters Score -193406.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Entering Unmasked Estep 
Score: -740558.687500 Penalty: 1416.835938
	Iteration 0F: 2 clusters Score -740558.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -735820.562500 Penalty: 2833.671875
	Iteration 0F: 3 clusters Score -735820.6 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -737203.625000 Penalty: 2833.671875
	Iteration 1F: 3 clusters Score -737203.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -737400.500000 Penalty: 2833.671875
	Iteration 2F: 3 clusters Score -737400.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -737531.062500 Penalty: 2833.671875
	Iteration 3F: 3 clusters Score -737531.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -737627.625000 Penalty: 2833.671875
	Iteration 4Q: 3 clusters Score -737627.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -737706.062500 Penalty: 2833.671875
	Iteration 5Q: 3 clusters Score -737706.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -737798.812500 Penalty: 2833.671875
	Iteration 6Q: 3 clusters Score -737798.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -737903.625000 Penalty: 2833.671875
	Iteration 7Q: 3 clusters Score -737903.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -737999.500000 Penalty: 2833.671875
	Iteration 8Q: 3 clusters Score -737999.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -738109.250000 Penalty: 2833.671875
	Iteration 9Q: 3 clusters Score -738109.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -738240.125000 Penalty: 2833.671875
	Iteration 10Q: 3 clusters Score -738240.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -738391.750000 Penalty: 2833.671875
	Iteration 11Q: 3 clusters Score -738391.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -738565.187500 Penalty: 2833.671875
	Iteration 12Q: 3 clusters Score -738565.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -738763.187500 Penalty: 2833.671875
	Iteration 13Q: 3 clusters Score -738763.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -738945.000000 Penalty: 2833.671875
	Iteration 14Q: 3 clusters Score -738945 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -739048.875000 Penalty: 2833.671875
	Iteration 15Q: 3 clusters Score -739048.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -739136.812500 Penalty: 2833.671875
	Iteration 16Q: 3 clusters Score -739136.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -739210.000000 Penalty: 2833.671875
	Iteration 17Q: 3 clusters Score -739210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -739267.750000 Penalty: 2833.671875
	Iteration 18Q: 3 clusters Score -739267.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -739300.000000 Penalty: 2833.671875
	Iteration 19Q: 3 clusters Score -739300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -739318.750000 Penalty: 2833.671875
	Iteration 20F: 3 clusters Score -739318.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -739331.000000 Penalty: 2833.671875
	Iteration 21Q: 3 clusters Score -739331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -739337.500000 Penalty: 2833.671875
	Iteration 22Q: 3 clusters Score -739337.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -739351.062500 Penalty: 2833.671875
	Iteration 23Q: 3 clusters Score -739351.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -739373.437500 Penalty: 2833.671875
	Iteration 24Q: 3 clusters Score -739373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -739380.000000 Penalty: 2833.671875
	Iteration 25Q: 3 clusters Score -739380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -739382.187500 Penalty: 2833.671875
	Iteration 26Q: 3 clusters Score -739382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -739384.375000 Penalty: 2833.671875
	Iteration 27Q: 3 clusters Score -739384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -739390.312500 Penalty: 2833.671875
	Iteration 28Q: 3 clusters Score -739390.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -739405.875000 Penalty: 2833.671875
	Iteration 29Q: 3 clusters Score -739405.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -739415.000000 Penalty: 2833.671875
	Iteration 30Q: 3 clusters Score -739415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -739418.125000 Penalty: 2833.671875
	Iteration 31Q: 3 clusters Score -739418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -739421.250000 Penalty: 2833.671875
	Iteration 32Q: 3 clusters Score -739421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -739424.875000 Penalty: 2833.671875
	Iteration 33Q: 3 clusters Score -739424.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -739425.625000 Penalty: 2833.671875
	Iteration 34Q: 3 clusters Score -739425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -739427.062500 Penalty: 2833.671875
	Iteration 35Q: 3 clusters Score -739427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -739427.062500 Penalty: 2833.671875
	Iteration 36F: 3 clusters Score -739427.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -245981.015625 Penalty: 1250.634521
	Iteration 0F: 2 clusters Score -245981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -243790.000000 Penalty: 2501.269043
	Iteration 0F: 3 clusters Score -243790 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -244375.390625 Penalty: 2501.269043
	Iteration 1F: 3 clusters Score -244375.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -244551.593750 Penalty: 2501.269043
	Iteration 2F: 3 clusters Score -244551.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -244679.500000 Penalty: 2501.269043
	Iteration 3F: 3 clusters Score -244679.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -244795.203125 Penalty: 2501.269043
	Iteration 4Q: 3 clusters Score -244795.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -244885.781250 Penalty: 2501.269043
	Iteration 5Q: 3 clusters Score -244885.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -244968.390625 Penalty: 2501.269043
	Iteration 6Q: 3 clusters Score -244968.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -245079.687500 Penalty: 2501.269043
	Iteration 7Q: 3 clusters Score -245079.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -245218.593750 Penalty: 2501.269043
	Iteration 8Q: 3 clusters Score -245218.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -245390.281250 Penalty: 2501.269043
	Iteration 9Q: 3 clusters Score -245390.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -245551.062500 Penalty: 2501.269043
	Iteration 10F: 3 clusters Score -245551.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -245706.765625 Penalty: 2501.269043
	Iteration 11Q: 3 clusters Score -245706.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -245798.421875 Penalty: 2501.269043
	Iteration 12Q: 3 clusters Score -245798.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -245858.328125 Penalty: 2501.269043
	Iteration 13Q: 3 clusters Score -245858.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -245902.093750 Penalty: 2501.269043
	Iteration 14Q: 3 clusters Score -245902.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -245942.187500 Penalty: 2501.269043
	Iteration 15Q: 3 clusters Score -245942.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -245964.421875 Penalty: 2501.269043
	Iteration 16Q: 3 clusters Score -245964.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -245976.203125 Penalty: 2501.269043
	Iteration 17Q: 3 clusters Score -245976.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -245980.718750 Penalty: 2501.269043
	Iteration 18Q: 3 clusters Score -245980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -245982.171875 Penalty: 2501.269043
	Iteration 19Q: 3 clusters Score -245982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -245985.046875 Penalty: 2501.269043
	Iteration 20F: 3 clusters Score -245985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 67359 members 
Mstep: Class 3 contains 88152 members 
Mstep: Class 4 contains 23288 members 
Mstep: Class 5 contains 96668 members 
Mstep: Class 6 contains 3874 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 12945 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 19055 members 
Mstep: Class 13 contains 64436 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 10338 members 
Mstep: Class 19 contains 95454 members 
Mstep: Class 20 contains 93740 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9033 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 6118 members 
Mstep: Class 26 contains 1060 members 
Mstep: Class 27 contains 167 members 
Mstep: Class 28 contains 2458 members 
Mstep: Class 29 contains 19189 members 
Mstep: Class 30 contains 3019 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 14602 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 93808 members 
Mstep: Class 37 contains 84779 members 
Mstep: Class 38 contains 1140 members 
Entering Unmasked Estep 
Score: -102182904.000000 Penalty: 84243.031250
Splitting cluster 26 changes total score from -102181608.000000 to -102182904.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -13607.399414 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -13607.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13004.875000 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -13004.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13120.862305 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -13120.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13145.883789 Penalty: 1663.348022
	Iteration 2Q: 3 clusters Score -13145.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13147.815430 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -13147.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13147.815430 Penalty: 1663.348022
	Iteration 4F: 3 clusters Score -13147.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -289970.468750 Penalty: 1268.654297
	Iteration 0F: 2 clusters Score -289970.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -287589.156250 Penalty: 2537.308594
	Iteration 0F: 3 clusters Score -287589.2 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -288146.718750 Penalty: 2537.308594
	Iteration 1F: 3 clusters Score -288146.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -288305.031250 Penalty: 2537.308594
	Iteration 2F: 3 clusters Score -288305 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -288406.656250 Penalty: 2537.308594
	Iteration 3F: 3 clusters Score -288406.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -288465.156250 Penalty: 2537.308594
	Iteration 4Q: 3 clusters Score -288465.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -288520.062500 Penalty: 2537.308594
	Iteration 5Q: 3 clusters Score -288520.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -288578.937500 Penalty: 2537.308594
	Iteration 6Q: 3 clusters Score -288578.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -288637.843750 Penalty: 2537.308594
	Iteration 7Q: 3 clusters Score -288637.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -288679.031250 Penalty: 2537.308594
	Iteration 8Q: 3 clusters Score -288679 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -288711.906250 Penalty: 2537.308594
	Iteration 9Q: 3 clusters Score -288711.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -288741.406250 Penalty: 2537.308594
	Iteration 10Q: 3 clusters Score -288741.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -288768.218750 Penalty: 2537.308594
	Iteration 11Q: 3 clusters Score -288768.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -288789.281250 Penalty: 2537.308594
	Iteration 12Q: 3 clusters Score -288789.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -288818.031250 Penalty: 2537.308594
	Iteration 13Q: 3 clusters Score -288818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -288846.531250 Penalty: 2537.308594
	Iteration 14Q: 3 clusters Score -288846.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -288869.843750 Penalty: 2537.308594
	Iteration 15Q: 3 clusters Score -288869.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -288885.562500 Penalty: 2537.308594
	Iteration 16Q: 3 clusters Score -288885.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -288899.750000 Penalty: 2537.308594
	Iteration 17Q: 3 clusters Score -288899.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -288906.656250 Penalty: 2537.308594
	Iteration 18Q: 3 clusters Score -288906.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -288914.062500 Penalty: 2537.308594
	Iteration 19Q: 3 clusters Score -288914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -288917.937500 Penalty: 2537.308594
	Iteration 20F: 3 clusters Score -288917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -288924.781250 Penalty: 2537.308594
	Iteration 21Q: 3 clusters Score -288924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -288927.937500 Penalty: 2537.308594
	Iteration 22Q: 3 clusters Score -288927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -288934.031250 Penalty: 2537.308594
	Iteration 23Q: 3 clusters Score -288934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -288938.406250 Penalty: 2537.308594
	Iteration 24Q: 3 clusters Score -288938.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -288942.156250 Penalty: 2537.308594
	Iteration 25Q: 3 clusters Score -288942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -288948.312500 Penalty: 2537.308594
	Iteration 26Q: 3 clusters Score -288948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -288948.906250 Penalty: 2537.308594
	Iteration 27Q: 3 clusters Score -288948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -288949.375000 Penalty: 2537.308594
	Iteration 28Q: 3 clusters Score -288949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -288949.375000 Penalty: 2537.308594
	Iteration 29F: 3 clusters Score -288949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Entering Unmasked Estep 
Score: -2471614.750000 Penalty: 1602.589966
	Iteration 0F: 2 clusters Score -2471615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2458555.750000 Penalty: 3205.179932
	Iteration 0F: 3 clusters Score -2458556 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2463307.250000 Penalty: 3205.179932
	Iteration 1F: 3 clusters Score -2463307 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2463664.000000 Penalty: 3205.179932
	Iteration 2Q: 3 clusters Score -2463664 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2463949.750000 Penalty: 3205.179932
	Iteration 3Q: 3 clusters Score -2463950 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2464221.500000 Penalty: 3205.179932
	Iteration 4Q: 3 clusters Score -2464222 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2464518.750000 Penalty: 3205.179932
	Iteration 5Q: 3 clusters Score -2464519 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2464812.750000 Penalty: 3205.179932
	Iteration 6Q: 3 clusters Score -2464813 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2465186.500000 Penalty: 3205.179932
	Iteration 7Q: 3 clusters Score -2465186 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2465641.750000 Penalty: 3205.179932
	Iteration 8Q: 3 clusters Score -2465642 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2466222.500000 Penalty: 3205.179932
	Iteration 9Q: 3 clusters Score -2466222 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2466902.750000 Penalty: 3205.179932
	Iteration 10Q: 3 clusters Score -2466903 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2467609.000000 Penalty: 3205.179932
	Iteration 11F: 3 clusters Score -2467609 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2468114.500000 Penalty: 3205.179932
	Iteration 12Q: 3 clusters Score -2468114 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2468400.250000 Penalty: 3205.179932
	Iteration 13Q: 3 clusters Score -2468400 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2468589.250000 Penalty: 3205.179932
	Iteration 14Q: 3 clusters Score -2468589 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2468706.250000 Penalty: 3205.179932
	Iteration 15Q: 3 clusters Score -2468706 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2468785.000000 Penalty: 3205.179932
	Iteration 16Q: 3 clusters Score -2468785 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2468842.750000 Penalty: 3205.179932
	Iteration 17Q: 3 clusters Score -2468843 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2468890.750000 Penalty: 3205.179932
	Iteration 18Q: 3 clusters Score -2468891 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2468929.750000 Penalty: 3205.179932
	Iteration 19Q: 3 clusters Score -2468930 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2468956.500000 Penalty: 3205.179932
	Iteration 20F: 3 clusters Score -2468956 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2468966.500000 Penalty: 3205.179932
	Iteration 21Q: 3 clusters Score -2468966 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2468994.750000 Penalty: 3205.179932
	Iteration 22Q: 3 clusters Score -2468995 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2469026.000000 Penalty: 3205.179932
	Iteration 23Q: 3 clusters Score -2469026 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2469031.750000 Penalty: 3205.179932
	Iteration 24Q: 3 clusters Score -2469032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2469049.750000 Penalty: 3205.179932
	Iteration 25Q: 3 clusters Score -2469050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2469045.500000 Penalty: 3205.179932
	Iteration 26Q: 3 clusters Score -2469046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2469056.000000 Penalty: 3205.179932
	Iteration 27Q: 3 clusters Score -2469056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2469058.750000 Penalty: 3205.179932
	Iteration 28Q: 3 clusters Score -2469059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2469070.500000 Penalty: 3205.179932
	Iteration 29Q: 3 clusters Score -2469070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2469068.000000 Penalty: 3205.179932
	Iteration 30Q: 3 clusters Score -2469068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2469077.750000 Penalty: 3205.179932
	Iteration 31Q: 3 clusters Score -2469078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2469085.250000 Penalty: 3205.179932
	Iteration 32Q: 3 clusters Score -2469085 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2469086.000000 Penalty: 3205.179932
	Iteration 33Q: 3 clusters Score -2469086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2469080.000000 Penalty: 3205.179932
	Iteration 34Q: 3 clusters Score -2469080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2469086.000000 Penalty: 3205.179932
	Iteration 35Q: 3 clusters Score -2469086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2469090.000000 Penalty: 3205.179932
	Iteration 36Q: 3 clusters Score -2469090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2469090.750000 Penalty: 3205.179932
	Iteration 37Q: 3 clusters Score -2469091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2469096.000000 Penalty: 3205.179932
	Iteration 38Q: 3 clusters Score -2469096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2469095.000000 Penalty: 3205.179932
	Iteration 39Q: 3 clusters Score -2469095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2469098.000000 Penalty: 3205.179932
	Iteration 40F: 3 clusters Score -2469098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2469100.500000 Penalty: 3205.179932
	Iteration 41Q: 3 clusters Score -2469100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2469100.750000 Penalty: 3205.179932
	Iteration 42Q: 3 clusters Score -2469101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2469105.750000 Penalty: 3205.179932
	Iteration 43Q: 3 clusters Score -2469106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2469107.000000 Penalty: 3205.179932
	Iteration 44Q: 3 clusters Score -2469107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2469106.750000 Penalty: 3205.179932
	Iteration 45Q: 3 clusters Score -2469107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2469108.750000 Penalty: 3205.179932
	Iteration 46Q: 3 clusters Score -2469109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2469109.250000 Penalty: 3205.179932
	Iteration 47Q: 3 clusters Score -2469109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2469110.000000 Penalty: 3205.179932
	Iteration 48Q: 3 clusters Score -2469110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2469109.250000 Penalty: 3205.179932
	Iteration 49Q: 3 clusters Score -2469109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2469104.750000 Penalty: 3205.179932
	Iteration 50Q: 3 clusters Score -2469105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2469106.000000 Penalty: 3205.179932
	Iteration 51Q: 3 clusters Score -2469106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2469100.000000 Penalty: 3205.179932
	Iteration 52Q: 3 clusters Score -2469100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2469105.750000 Penalty: 3205.179932
	Iteration 53Q: 3 clusters Score -2469106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2469104.000000 Penalty: 3205.179932
	Iteration 54Q: 3 clusters Score -2469104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2469104.500000 Penalty: 3205.179932
	Iteration 55Q: 3 clusters Score -2469104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2469100.250000 Penalty: 3205.179932
	Iteration 56Q: 3 clusters Score -2469100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2469103.750000 Penalty: 3205.179932
	Iteration 57Q: 3 clusters Score -2469104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2469101.000000 Penalty: 3205.179932
	Iteration 58Q: 3 clusters Score -2469101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2469099.250000 Penalty: 3205.179932
	Iteration 59Q: 3 clusters Score -2469099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2469107.250000 Penalty: 3205.179932
	Iteration 60F: 3 clusters Score -2469107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2469101.500000 Penalty: 3205.179932
	Iteration 61Q: 3 clusters Score -2469102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2469099.750000 Penalty: 3205.179932
	Iteration 62Q: 3 clusters Score -2469100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2469099.500000 Penalty: 3205.179932
	Iteration 63Q: 3 clusters Score -2469100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2469098.750000 Penalty: 3205.179932
	Iteration 64Q: 3 clusters Score -2469099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2469099.000000 Penalty: 3205.179932
	Iteration 65Q: 3 clusters Score -2469099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2469091.750000 Penalty: 3205.179932
	Iteration 66Q: 3 clusters Score -2469092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2469099.000000 Penalty: 3205.179932
	Iteration 67Q: 3 clusters Score -2469099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2469103.250000 Penalty: 3205.179932
	Iteration 68Q: 3 clusters Score -2469103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2469102.500000 Penalty: 3205.179932
	Iteration 69Q: 3 clusters Score -2469102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2469106.000000 Penalty: 3205.179932
	Iteration 70Q: 3 clusters Score -2469106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2469102.750000 Penalty: 3205.179932
	Iteration 71Q: 3 clusters Score -2469103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2469102.750000 Penalty: 3205.179932
	Iteration 72F: 3 clusters Score -2469103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -352438.937500 Penalty: 1302.060669
	Iteration 0F: 2 clusters Score -352438.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -349741.218750 Penalty: 2604.121338
	Iteration 0F: 3 clusters Score -349741.2 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -350432.218750 Penalty: 2604.121338
	Iteration 1F: 3 clusters Score -350432.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -350677.750000 Penalty: 2604.121338
	Iteration 2F: 3 clusters Score -350677.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -350958.437500 Penalty: 2604.121338
	Iteration 3F: 3 clusters Score -350958.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -351225.437500 Penalty: 2604.121338
	Iteration 4F: 3 clusters Score -351225.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -351461.343750 Penalty: 2604.121338
	Iteration 5F: 3 clusters Score -351461.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -351651.687500 Penalty: 2604.121338
	Iteration 6F: 3 clusters Score -351651.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -351810.437500 Penalty: 2604.121338
	Iteration 7F: 3 clusters Score -351810.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -351882.718750 Penalty: 2604.121338
	Iteration 8Q: 3 clusters Score -351882.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -351926.468750 Penalty: 2604.121338
	Iteration 9Q: 3 clusters Score -351926.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -351954.312500 Penalty: 2604.121338
	Iteration 10Q: 3 clusters Score -351954.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -351971.343750 Penalty: 2604.121338
	Iteration 11Q: 3 clusters Score -351971.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -351981.343750 Penalty: 2604.121338
	Iteration 12Q: 3 clusters Score -351981.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -351991.968750 Penalty: 2604.121338
	Iteration 13Q: 3 clusters Score -351992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -351998.062500 Penalty: 2604.121338
	Iteration 14Q: 3 clusters Score -351998.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -352004.937500 Penalty: 2604.121338
	Iteration 15Q: 3 clusters Score -352004.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -352009.531250 Penalty: 2604.121338
	Iteration 16Q: 3 clusters Score -352009.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -352013.031250 Penalty: 2604.121338
	Iteration 17Q: 3 clusters Score -352013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -352016.812500 Penalty: 2604.121338
	Iteration 18Q: 3 clusters Score -352016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -352017.562500 Penalty: 2604.121338
	Iteration 19Q: 3 clusters Score -352017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -352018.968750 Penalty: 2604.121338
	Iteration 20F: 3 clusters Score -352019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -352018.750000 Penalty: 2604.121338
	Iteration 21Q: 3 clusters Score -352018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -352019.281250 Penalty: 2604.121338
	Iteration 22Q: 3 clusters Score -352019.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -352019.968750 Penalty: 2604.121338
	Iteration 23Q: 3 clusters Score -352020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -352019.968750 Penalty: 2604.121338
	Iteration 24F: 3 clusters Score -352020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -229438.578125 Penalty: 1233.102539
	Iteration 0F: 2 clusters Score -229438.6 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 989 members 
Entering Unmasked Estep 
Score: -227340.031250 Penalty: 2466.205078
	Iteration 0F: 3 clusters Score -227340 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -227802.546875 Penalty: 2466.205078
	Iteration 1F: 3 clusters Score -227802.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -227952.343750 Penalty: 2466.205078
	Iteration 2F: 3 clusters Score -227952.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -228106.750000 Penalty: 2466.205078
	Iteration 3F: 3 clusters Score -228106.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -228255.515625 Penalty: 2466.205078
	Iteration 4F: 3 clusters Score -228255.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -228375.453125 Penalty: 2466.205078
	Iteration 5F: 3 clusters Score -228375.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -228505.890625 Penalty: 2466.205078
	Iteration 6Q: 3 clusters Score -228505.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -228636.875000 Penalty: 2466.205078
	Iteration 7Q: 3 clusters Score -228636.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -228736.312500 Penalty: 2466.205078
	Iteration 8Q: 3 clusters Score -228736.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -228802.625000 Penalty: 2466.205078
	Iteration 9Q: 3 clusters Score -228802.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -228867.359375 Penalty: 2466.205078
	Iteration 10Q: 3 clusters Score -228867.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -228918.359375 Penalty: 2466.205078
	Iteration 11Q: 3 clusters Score -228918.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -228946.359375 Penalty: 2466.205078
	Iteration 12Q: 3 clusters Score -228946.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -228973.296875 Penalty: 2466.205078
	Iteration 13Q: 3 clusters Score -228973.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -228997.218750 Penalty: 2466.205078
	Iteration 14Q: 3 clusters Score -228997.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -229010.421875 Penalty: 2466.205078
	Iteration 15Q: 3 clusters Score -229010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -229020.390625 Penalty: 2466.205078
	Iteration 16Q: 3 clusters Score -229020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -229025.156250 Penalty: 2466.205078
	Iteration 17Q: 3 clusters Score -229025.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -229028.687500 Penalty: 2466.205078
	Iteration 18Q: 3 clusters Score -229028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229030.375000 Penalty: 2466.205078
	Iteration 19Q: 3 clusters Score -229030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229032.765625 Penalty: 2466.205078
	Iteration 20F: 3 clusters Score -229032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -229035.546875 Penalty: 2466.205078
	Iteration 21Q: 3 clusters Score -229035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -229036.765625 Penalty: 2466.205078
	Iteration 22Q: 3 clusters Score -229036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -229036.765625 Penalty: 2466.205078
	Iteration 23F: 3 clusters Score -229036.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -13233.078125 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -13233.08 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 119 members 
Entering Unmasked Estep 
Score: -12673.556641 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -12673.56 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12956.380859 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -12956.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13282.558594 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -13282.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13369.475586 Penalty: 1787.908936
	Iteration 3F: 3 clusters Score -13369.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13456.965820 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -13456.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13474.263672 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -13474.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13504.491211 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -13504.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13557.957031 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -13557.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13559.706055 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -13559.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13559.706055 Penalty: 1787.908936
	Iteration 9F: 3 clusters Score -13559.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 67359 members 
Mstep: Class 3 contains 88152 members 
Mstep: Class 4 contains 23288 members 
Mstep: Class 5 contains 96668 members 
Mstep: Class 6 contains 3874 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 12945 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 19055 members 
Mstep: Class 13 contains 64436 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 10338 members 
Mstep: Class 19 contains 95454 members 
Mstep: Class 20 contains 93740 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9033 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 6118 members 
Mstep: Class 26 contains 1060 members 
Mstep: Class 27 contains 167 members 
Mstep: Class 28 contains 2458 members 
Mstep: Class 29 contains 19189 members 
Mstep: Class 30 contains 3019 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 80 members 
Mstep: Class 33 contains 14602 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 93808 members 
Mstep: Class 37 contains 84779 members 
Mstep: Class 38 contains 1140 members 
Mstep: Class 39 contains 165 members 
Entering Unmasked Estep 
Score: -102181864.000000 Penalty: 86459.953125
Splitting cluster 32 changes total score from -102181608.000000 to -102181864.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 33 (14602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Entering Unmasked Estep 
Score: -1758551.875000 Penalty: 1558.198486
	Iteration 0F: 2 clusters Score -1758552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1748385.625000 Penalty: 3116.396973
	Iteration 0F: 3 clusters Score -1748386 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1751783.125000 Penalty: 3116.396973
	Iteration 1F: 3 clusters Score -1751783 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1752023.625000 Penalty: 3116.396973
	Iteration 2Q: 3 clusters Score -1752024 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1752223.750000 Penalty: 3116.396973
	Iteration 3Q: 3 clusters Score -1752224 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1752393.500000 Penalty: 3116.396973
	Iteration 4Q: 3 clusters Score -1752394 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1752607.000000 Penalty: 3116.396973
	Iteration 5Q: 3 clusters Score -1752607 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1752874.000000 Penalty: 3116.396973
	Iteration 6Q: 3 clusters Score -1752874 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1753252.000000 Penalty: 3116.396973
	Iteration 7Q: 3 clusters Score -1753252 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1753821.625000 Penalty: 3116.396973
	Iteration 8F: 3 clusters Score -1753822 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1754586.125000 Penalty: 3116.396973
	Iteration 9F: 3 clusters Score -1754586 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1755397.375000 Penalty: 3116.396973
	Iteration 10F: 3 clusters Score -1755397 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1756055.250000 Penalty: 3116.396973
	Iteration 11F: 3 clusters Score -1756055 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1756529.750000 Penalty: 3116.396973
	Iteration 12Q: 3 clusters Score -1756530 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1756832.250000 Penalty: 3116.396973
	Iteration 13Q: 3 clusters Score -1756832 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1756985.625000 Penalty: 3116.396973
	Iteration 14Q: 3 clusters Score -1756986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1757075.750000 Penalty: 3116.396973
	Iteration 15Q: 3 clusters Score -1757076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1757127.750000 Penalty: 3116.396973
	Iteration 16Q: 3 clusters Score -1757128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1757159.500000 Penalty: 3116.396973
	Iteration 17Q: 3 clusters Score -1757160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1757180.750000 Penalty: 3116.396973
	Iteration 18Q: 3 clusters Score -1757181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1757191.875000 Penalty: 3116.396973
	Iteration 19Q: 3 clusters Score -1757192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1757204.750000 Penalty: 3116.396973
	Iteration 20F: 3 clusters Score -1757205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1757215.375000 Penalty: 3116.396973
	Iteration 21Q: 3 clusters Score -1757215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1757220.000000 Penalty: 3116.396973
	Iteration 22Q: 3 clusters Score -1757220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1757225.500000 Penalty: 3116.396973
	Iteration 23Q: 3 clusters Score -1757226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1757224.000000 Penalty: 3116.396973
	Iteration 24Q: 3 clusters Score -1757224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1757227.875000 Penalty: 3116.396973
	Iteration 25Q: 3 clusters Score -1757228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1757227.875000 Penalty: 3116.396973
	Iteration 26F: 3 clusters Score -1757228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -17851.976562 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -17851.98 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 97 members 
Entering Unmasked Estep 
Score: -17117.023438 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -17117.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17169.294922 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -17169.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17178.734375 Penalty: 1693.083008
	Iteration 2Q: 3 clusters Score -17178.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17200.875000 Penalty: 1693.083008
	Iteration 3Q: 3 clusters Score -17200.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17201.748047 Penalty: 1693.083008
	Iteration 4Q: 3 clusters Score -17201.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17209.822266 Penalty: 1693.083008
	Iteration 5Q: 3 clusters Score -17209.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17214.630859 Penalty: 1693.083008
	Iteration 6Q: 3 clusters Score -17214.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17214.630859 Penalty: 1693.083008
	Iteration 7F: 3 clusters Score -17214.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -32515.023438 Penalty: 953.301025
	Iteration 0F: 2 clusters Score -32515.02 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 167 members 
Entering Unmasked Estep 
Score: -31675.498047 Penalty: 1906.602051
	Iteration 0F: 3 clusters Score -31675.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31939.089844 Penalty: 1906.602051
	Iteration 1F: 3 clusters Score -31939.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32034.285156 Penalty: 1906.602051
	Iteration 2F: 3 clusters Score -32034.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32109.421875 Penalty: 1906.602051
	Iteration 3F: 3 clusters Score -32109.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32158.273438 Penalty: 1906.602051
	Iteration 4Q: 3 clusters Score -32158.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32184.041016 Penalty: 1906.602051
	Iteration 5Q: 3 clusters Score -32184.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32229.021484 Penalty: 1906.602051
	Iteration 6Q: 3 clusters Score -32229.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32256.501953 Penalty: 1906.602051
	Iteration 7Q: 3 clusters Score -32256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32266.421875 Penalty: 1906.602051
	Iteration 8Q: 3 clusters Score -32266.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32289.531250 Penalty: 1906.602051
	Iteration 9Q: 3 clusters Score -32289.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32303.652344 Penalty: 1906.602051
	Iteration 10Q: 3 clusters Score -32303.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32307.935547 Penalty: 1906.602051
	Iteration 11Q: 3 clusters Score -32307.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32308.464844 Penalty: 1906.602051
	Iteration 12Q: 3 clusters Score -32308.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32308.464844 Penalty: 1906.602051
	Iteration 13F: 3 clusters Score -32308.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 67359 members 
Mstep: Class 3 contains 88152 members 
Mstep: Class 4 contains 23288 members 
Mstep: Class 5 contains 96668 members 
Mstep: Class 6 contains 3874 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 12945 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 19055 members 
Mstep: Class 13 contains 64436 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 10338 members 
Mstep: Class 19 contains 95454 members 
Mstep: Class 20 contains 93740 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9033 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 6118 members 
Mstep: Class 26 contains 1060 members 
Mstep: Class 27 contains 167 members 
Mstep: Class 28 contains 2458 members 
Mstep: Class 29 contains 19189 members 
Mstep: Class 30 contains 3019 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 80 members 
Mstep: Class 33 contains 14602 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102183496.000000 Penalty: 86459.953125
Iteration 119Q: 40 clusters Score -1.021835e+08 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 68222 members 
Mstep: Class 3 contains 88287 members 
Mstep: Class 4 contains 23188 members 
Mstep: Class 5 contains 96832 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 1724 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 12914 members 
Mstep: Class 10 contains 585 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 18967 members 
Mstep: Class 13 contains 64536 members 
Mstep: Class 14 contains 4130 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1507 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 95140 members 
Mstep: Class 20 contains 93839 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9423 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 6144 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 167 members 
Mstep: Class 28 contains 2463 members 
Mstep: Class 29 contains 19509 members 
Mstep: Class 30 contains 3040 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 80 members 
Mstep: Class 33 contains 14692 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 93242 members 
Mstep: Class 37 contains 83327 members 
Mstep: Class 38 contains 1119 members 
Mstep: Class 39 contains 164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102185800.000000 Penalty: 86459.953125
Iteration 120F: 40 clusters Score -1.021858e+08 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 68161 members 
Mstep: Class 3 contains 87923 members 
Mstep: Class 4 contains 23035 members 
Mstep: Class 5 contains 95449 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 12884 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 19012 members 
Mstep: Class 13 contains 64041 members 
Mstep: Class 14 contains 4129 members 
Mstep: Class 15 contains 2632 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 10372 members 
Mstep: Class 19 contains 94947 members 
Mstep: Class 20 contains 93102 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9554 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 6166 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 167 members 
Mstep: Class 28 contains 2469 members 
Mstep: Class 29 contains 19767 members 
Mstep: Class 30 contains 3044 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 82 members 
Mstep: Class 33 contains 14780 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 351 members 
Mstep: Class 36 contains 93803 members 
Mstep: Class 37 contains 85687 members 
Mstep: Class 38 contains 1158 members 
Mstep: Class 39 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102188552.000000 Penalty: 86459.953125
Iteration 121Q: 40 clusters Score -1.021886e+08 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 68190 members 
Mstep: Class 3 contains 87635 members 
Mstep: Class 4 contains 22834 members 
Mstep: Class 5 contains 94602 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 12851 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 19238 members 
Mstep: Class 13 contains 63734 members 
Mstep: Class 14 contains 4128 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 94624 members 
Mstep: Class 20 contains 92548 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9672 members 
Mstep: Class 23 contains 2299 members 
Mstep: Class 24 contains 1681 members 
Mstep: Class 25 contains 6189 members 
Mstep: Class 26 contains 1134 members 
Mstep: Class 27 contains 165 members 
Mstep: Class 28 contains 2478 members 
Mstep: Class 29 contains 20119 members 
Mstep: Class 30 contains 3047 members 
Mstep: Class 31 contains 1969 members 
Mstep: Class 32 contains 82 members 
Mstep: Class 33 contains 14853 members 
Mstep: Class 34 contains 187 members 
Mstep: Class 35 contains 349 members 
Mstep: Class 36 contains 93974 members 
Mstep: Class 37 contains 87278 members 
Mstep: Class 38 contains 1185 members 
Mstep: Class 39 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102190104.000000 Penalty: 86459.953125
Iteration 122Q: 40 clusters Score -1.021901e+08 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 68168 members 
Mstep: Class 3 contains 87422 members 
Mstep: Class 4 contains 22613 members 
Mstep: Class 5 contains 94002 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 1831 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 12810 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 19538 members 
Mstep: Class 13 contains 63490 members 
Mstep: Class 14 contains 4136 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 19 contains 94263 members 
Mstep: Class 20 contains 92088 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9744 members 
Mstep: Class 23 contains 2301 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 6197 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 164 members 
Mstep: Class 28 contains 2491 members 
Mstep: Class 29 contains 20496 members 
Mstep: Class 30 contains 3063 members 
Mstep: Class 31 contains 1971 members 
Mstep: Class 32 contains 82 members 
Mstep: Class 33 contains 14929 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 94050 members 
Mstep: Class 37 contains 88502 members 
Mstep: Class 38 contains 1202 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102192488.000000 Penalty: 86459.953125
Iteration 123Q: 40 clusters Score -1.021925e+08 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 68082 members 
Mstep: Class 3 contains 87401 members 
Mstep: Class 4 contains 22341 members 
Mstep: Class 5 contains 93612 members 
Mstep: Class 6 contains 3905 members 
Mstep: Class 7 contains 1859 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 12786 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 19819 members 
Mstep: Class 13 contains 63248 members 
Mstep: Class 14 contains 4143 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 1525 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 93835 members 
Mstep: Class 20 contains 91655 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9808 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6202 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 162 members 
Mstep: Class 28 contains 2501 members 
Mstep: Class 29 contains 20862 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15026 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 349 members 
Mstep: Class 36 contains 94137 members 
Mstep: Class 37 contains 89480 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102193456.000000 Penalty: 86459.953125
Iteration 124Q: 40 clusters Score -1.021935e+08 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 67956 members 
Mstep: Class 3 contains 87355 members 
Mstep: Class 4 contains 22083 members 
Mstep: Class 5 contains 93313 members 
Mstep: Class 6 contains 3908 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 12759 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 20151 members 
Mstep: Class 13 contains 63047 members 
Mstep: Class 14 contains 4147 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 10194 members 
Mstep: Class 19 contains 93428 members 
Mstep: Class 20 contains 91343 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9862 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6215 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 160 members 
Mstep: Class 28 contains 2510 members 
Mstep: Class 29 contains 21291 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15138 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 94097 members 
Mstep: Class 37 contains 90247 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102194384.000000 Penalty: 86459.953125
Iteration 125Q: 40 clusters Score -1.021944e+08 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 67874 members 
Mstep: Class 3 contains 87363 members 
Mstep: Class 4 contains 21911 members 
Mstep: Class 5 contains 93012 members 
Mstep: Class 6 contains 3911 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 12726 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 20458 members 
Mstep: Class 13 contains 62822 members 
Mstep: Class 14 contains 4154 members 
Mstep: Class 15 contains 2685 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1529 members 
Mstep: Class 18 contains 10175 members 
Mstep: Class 19 contains 92987 members 
Mstep: Class 20 contains 91070 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9911 members 
Mstep: Class 23 contains 2318 members 
Mstep: Class 24 contains 1685 members 
Mstep: Class 25 contains 6224 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 159 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 21718 members 
Mstep: Class 30 contains 3082 members 
Mstep: Class 31 contains 1977 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15215 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 94095 members 
Mstep: Class 37 contains 90850 members 
Mstep: Class 38 contains 1241 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102195200.000000 Penalty: 86459.953125
Iteration 126Q: 40 clusters Score -1.021952e+08 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 67769 members 
Mstep: Class 3 contains 87283 members 
Mstep: Class 4 contains 21783 members 
Mstep: Class 5 contains 92763 members 
Mstep: Class 6 contains 3912 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 12709 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 20769 members 
Mstep: Class 13 contains 62618 members 
Mstep: Class 14 contains 4158 members 
Mstep: Class 15 contains 2691 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 10141 members 
Mstep: Class 19 contains 92614 members 
Mstep: Class 20 contains 90879 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9953 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 1685 members 
Mstep: Class 25 contains 6230 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2524 members 
Mstep: Class 29 contains 22125 members 
Mstep: Class 30 contains 3086 members 
Mstep: Class 31 contains 1981 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15298 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 354 members 
Mstep: Class 36 contains 94095 members 
Mstep: Class 37 contains 91294 members 
Mstep: Class 38 contains 1252 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102196480.000000 Penalty: 86459.953125
Iteration 127Q: 40 clusters Score -1.021965e+08 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 67705 members 
Mstep: Class 3 contains 87267 members 
Mstep: Class 4 contains 21697 members 
Mstep: Class 5 contains 92546 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 12696 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 21065 members 
Mstep: Class 13 contains 62407 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1540 members 
Mstep: Class 18 contains 10109 members 
Mstep: Class 19 contains 92255 members 
Mstep: Class 20 contains 90632 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6237 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2540 members 
Mstep: Class 29 contains 22494 members 
Mstep: Class 30 contains 3096 members 
Mstep: Class 31 contains 1985 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15366 members 
Mstep: Class 34 contains 197 members 
Mstep: Class 35 contains 355 members 
Mstep: Class 36 contains 94133 members 
Mstep: Class 37 contains 91640 members 
Mstep: Class 38 contains 1259 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102197328.000000 Penalty: 86459.953125
Iteration 128Q: 40 clusters Score -1.021973e+08 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 67597 members 
Mstep: Class 3 contains 87264 members 
Mstep: Class 4 contains 21670 members 
Mstep: Class 5 contains 92376 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 12685 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 21366 members 
Mstep: Class 13 contains 62230 members 
Mstep: Class 14 contains 4170 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1539 members 
Mstep: Class 18 contains 10087 members 
Mstep: Class 19 contains 91844 members 
Mstep: Class 20 contains 90488 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 2303 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6249 members 
Mstep: Class 26 contains 1150 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2551 members 
Mstep: Class 29 contains 22874 members 
Mstep: Class 30 contains 3101 members 
Mstep: Class 31 contains 1986 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15430 members 
Mstep: Class 34 contains 200 members 
Mstep: Class 35 contains 356 members 
Mstep: Class 36 contains 94126 members 
Mstep: Class 37 contains 91879 members 
Mstep: Class 38 contains 1264 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102197872.000000 Penalty: 86459.953125
Iteration 129Q: 40 clusters Score -1.021979e+08 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 67490 members 
Mstep: Class 3 contains 87227 members 
Mstep: Class 4 contains 21592 members 
Mstep: Class 5 contains 92265 members 
Mstep: Class 6 contains 3934 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 12672 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 21649 members 
Mstep: Class 13 contains 62049 members 
Mstep: Class 14 contains 4177 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 91515 members 
Mstep: Class 20 contains 90391 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10031 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6261 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2560 members 
Mstep: Class 29 contains 23248 members 
Mstep: Class 30 contains 3112 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15488 members 
Mstep: Class 34 contains 204 members 
Mstep: Class 35 contains 356 members 
Mstep: Class 36 contains 94120 members 
Mstep: Class 37 contains 92058 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102198336.000000 Penalty: 86459.953125
Iteration 130Q: 40 clusters Score -1.021983e+08 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 67362 members 
Mstep: Class 3 contains 87287 members 
Mstep: Class 4 contains 21523 members 
Mstep: Class 5 contains 92126 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 12656 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 21944 members 
Mstep: Class 13 contains 61869 members 
Mstep: Class 14 contains 4183 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 10017 members 
Mstep: Class 19 contains 91200 members 
Mstep: Class 20 contains 90253 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10049 members 
Mstep: Class 23 contains 2282 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 1150 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2566 members 
Mstep: Class 29 contains 23599 members 
Mstep: Class 30 contains 3121 members 
Mstep: Class 31 contains 1998 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15547 members 
Mstep: Class 34 contains 207 members 
Mstep: Class 35 contains 356 members 
Mstep: Class 36 contains 94133 members 
Mstep: Class 37 contains 92185 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102198976.000000 Penalty: 86459.953125
Iteration 131Q: 40 clusters Score -1.02199e+08 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 67234 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 21512 members 
Mstep: Class 5 contains 91952 members 
Mstep: Class 6 contains 3946 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 12646 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 22244 members 
Mstep: Class 13 contains 61673 members 
Mstep: Class 14 contains 4183 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 90902 members 
Mstep: Class 20 contains 90193 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10069 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6298 members 
Mstep: Class 26 contains 1150 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2571 members 
Mstep: Class 29 contains 23930 members 
Mstep: Class 30 contains 3122 members 
Mstep: Class 31 contains 2003 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15592 members 
Mstep: Class 34 contains 211 members 
Mstep: Class 35 contains 356 members 
Mstep: Class 36 contains 94177 members 
Mstep: Class 37 contains 92223 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102200136.000000 Penalty: 86459.953125
Iteration 132Q: 40 clusters Score -1.022001e+08 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 67114 members 
Mstep: Class 3 contains 87344 members 
Mstep: Class 4 contains 21530 members 
Mstep: Class 5 contains 91825 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 12630 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 22561 members 
Mstep: Class 13 contains 61451 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 2724 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 9958 members 
Mstep: Class 19 contains 90664 members 
Mstep: Class 20 contains 90125 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6316 members 
Mstep: Class 26 contains 1151 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2576 members 
Mstep: Class 29 contains 24268 members 
Mstep: Class 30 contains 3130 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15637 members 
Mstep: Class 34 contains 215 members 
Mstep: Class 35 contains 356 members 
Mstep: Class 36 contains 94186 members 
Mstep: Class 37 contains 92180 members 
Mstep: Class 38 contains 1307 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102200328.000000 Penalty: 86459.953125
Iteration 133Q: 40 clusters Score -1.022003e+08 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 66982 members 
Mstep: Class 3 contains 87303 members 
Mstep: Class 4 contains 21582 members 
Mstep: Class 5 contains 91719 members 
Mstep: Class 6 contains 3970 members 
Mstep: Class 7 contains 1995 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 12615 members 
Mstep: Class 10 contains 610 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 22862 members 
Mstep: Class 13 contains 61187 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1525 members 
Mstep: Class 18 contains 9931 members 
Mstep: Class 19 contains 90461 members 
Mstep: Class 20 contains 90057 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 6334 members 
Mstep: Class 26 contains 1151 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2589 members 
Mstep: Class 29 contains 24626 members 
Mstep: Class 30 contains 3130 members 
Mstep: Class 31 contains 2010 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15693 members 
Mstep: Class 34 contains 217 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94219 members 
Mstep: Class 37 contains 92121 members 
Mstep: Class 38 contains 1310 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102200520.000000 Penalty: 86459.953125
Iteration 134Q: 40 clusters Score -1.022005e+08 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 66846 members 
Mstep: Class 3 contains 87300 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 91625 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 2005 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 12589 members 
Mstep: Class 10 contains 614 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 23162 members 
Mstep: Class 13 contains 60929 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 9896 members 
Mstep: Class 19 contains 90234 members 
Mstep: Class 20 contains 90001 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10105 members 
Mstep: Class 23 contains 2186 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 6355 members 
Mstep: Class 26 contains 1154 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2606 members 
Mstep: Class 29 contains 25008 members 
Mstep: Class 30 contains 3146 members 
Mstep: Class 31 contains 2011 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15756 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94233 members 
Mstep: Class 37 contains 92002 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201128.000000 Penalty: 86459.953125
Iteration 135Q: 40 clusters Score -1.022011e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 66681 members 
Mstep: Class 3 contains 87288 members 
Mstep: Class 4 contains 21745 members 
Mstep: Class 5 contains 91532 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2019 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 12573 members 
Mstep: Class 10 contains 617 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 23425 members 
Mstep: Class 13 contains 60686 members 
Mstep: Class 14 contains 4197 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1515 members 
Mstep: Class 18 contains 9871 members 
Mstep: Class 19 contains 90059 members 
Mstep: Class 20 contains 89916 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 2157 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 6366 members 
Mstep: Class 26 contains 1153 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 25377 members 
Mstep: Class 30 contains 3154 members 
Mstep: Class 31 contains 2009 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15816 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94248 members 
Mstep: Class 37 contains 91908 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201496.000000 Penalty: 86459.953125
Iteration 136Q: 40 clusters Score -1.022015e+08 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 66544 members 
Mstep: Class 3 contains 87244 members 
Mstep: Class 4 contains 21866 members 
Mstep: Class 5 contains 91436 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 12548 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 13 contains 60470 members 
Mstep: Class 14 contains 4201 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 9836 members 
Mstep: Class 19 contains 89863 members 
Mstep: Class 20 contains 89879 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10143 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 6387 members 
Mstep: Class 26 contains 1152 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 25700 members 
Mstep: Class 30 contains 3157 members 
Mstep: Class 31 contains 2013 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15872 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94258 members 
Mstep: Class 37 contains 91790 members 
Mstep: Class 38 contains 1329 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201912.000000 Penalty: 86459.953125
Iteration 137Q: 40 clusters Score -1.022019e+08 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 66380 members 
Mstep: Class 3 contains 87194 members 
Mstep: Class 4 contains 22048 members 
Mstep: Class 5 contains 91303 members 
Mstep: Class 6 contains 4019 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 12523 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 23895 members 
Mstep: Class 13 contains 60244 members 
Mstep: Class 14 contains 4203 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1513 members 
Mstep: Class 18 contains 9806 members 
Mstep: Class 19 contains 89727 members 
Mstep: Class 20 contains 89812 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10168 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 1683 members 
Mstep: Class 25 contains 6414 members 
Mstep: Class 26 contains 1151 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2635 members 
Mstep: Class 29 contains 26027 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15913 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94290 members 
Mstep: Class 37 contains 91709 members 
Mstep: Class 38 contains 1331 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102202344.000000 Penalty: 86459.953125
Iteration 138Q: 40 clusters Score -1.022023e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 66236 members 
Mstep: Class 3 contains 87149 members 
Mstep: Class 4 contains 22251 members 
Mstep: Class 5 contains 91185 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 12501 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 24092 members 
Mstep: Class 13 contains 60017 members 
Mstep: Class 14 contains 4203 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1513 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 89559 members 
Mstep: Class 20 contains 89764 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10187 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1685 members 
Mstep: Class 25 contains 6434 members 
Mstep: Class 26 contains 1150 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 26401 members 
Mstep: Class 30 contains 3158 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15948 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94294 members 
Mstep: Class 37 contains 91620 members 
Mstep: Class 38 contains 1332 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102202984.000000 Penalty: 86459.953125
Iteration 139Q: 40 clusters Score -1.02203e+08 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 66074 members 
Mstep: Class 3 contains 87107 members 
Mstep: Class 4 contains 22481 members 
Mstep: Class 5 contains 91081 members 
Mstep: Class 6 contains 4030 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 12487 members 
Mstep: Class 10 contains 622 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 24287 members 
Mstep: Class 13 contains 59797 members 
Mstep: Class 14 contains 4203 members 
Mstep: Class 15 contains 2757 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1515 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 89371 members 
Mstep: Class 20 contains 89695 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10197 members 
Mstep: Class 23 contains 2030 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 6452 members 
Mstep: Class 26 contains 1150 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 26794 members 
Mstep: Class 30 contains 3158 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15988 members 
Mstep: Class 34 contains 228 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94271 members 
Mstep: Class 37 contains 91517 members 
Mstep: Class 38 contains 1335 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102203160.000000 Penalty: 86459.953125
Iteration 140F: 40 clusters Score -1.022032e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 65899 members 
Mstep: Class 3 contains 87070 members 
Mstep: Class 4 contains 22709 members 
Mstep: Class 5 contains 90975 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 12480 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 24493 members 
Mstep: Class 13 contains 59563 members 
Mstep: Class 14 contains 4203 members 
Mstep: Class 15 contains 2762 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1514 members 
Mstep: Class 18 contains 9702 members 
Mstep: Class 19 contains 89212 members 
Mstep: Class 20 contains 89613 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10210 members 
Mstep: Class 23 contains 2001 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 6477 members 
Mstep: Class 26 contains 1151 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 27164 members 
Mstep: Class 30 contains 3163 members 
Mstep: Class 31 contains 2023 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16023 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94295 members 
Mstep: Class 37 contains 91410 members 
Mstep: Class 38 contains 1339 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102203568.000000 Penalty: 86459.953125
Iteration 141Q: 40 clusters Score -1.022036e+08 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 65740 members 
Mstep: Class 3 contains 87033 members 
Mstep: Class 4 contains 22977 members 
Mstep: Class 5 contains 90883 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 12470 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 24697 members 
Mstep: Class 13 contains 59356 members 
Mstep: Class 14 contains 4203 members 
Mstep: Class 15 contains 2766 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 9675 members 
Mstep: Class 19 contains 89051 members 
Mstep: Class 20 contains 89483 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10210 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 1690 members 
Mstep: Class 25 contains 6499 members 
Mstep: Class 26 contains 1153 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2665 members 
Mstep: Class 29 contains 27570 members 
Mstep: Class 30 contains 3167 members 
Mstep: Class 31 contains 2023 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16053 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94225 members 
Mstep: Class 37 contains 91327 members 
Mstep: Class 38 contains 1349 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102204056.000000 Penalty: 86459.953125
Iteration 142Q: 40 clusters Score -1.022041e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 65557 members 
Mstep: Class 3 contains 86970 members 
Mstep: Class 4 contains 23319 members 
Mstep: Class 5 contains 90782 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 2079 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 12453 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 24923 members 
Mstep: Class 13 contains 59111 members 
Mstep: Class 14 contains 4200 members 
Mstep: Class 15 contains 2777 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 9645 members 
Mstep: Class 19 contains 88906 members 
Mstep: Class 20 contains 89341 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10227 members 
Mstep: Class 23 contains 1940 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 6522 members 
Mstep: Class 26 contains 1153 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2672 members 
Mstep: Class 29 contains 27943 members 
Mstep: Class 30 contains 3180 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16082 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94194 members 
Mstep: Class 37 contains 91204 members 
Mstep: Class 38 contains 1357 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102204688.000000 Penalty: 86459.953125
Iteration 143Q: 40 clusters Score -1.022047e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 65368 members 
Mstep: Class 3 contains 86921 members 
Mstep: Class 4 contains 23653 members 
Mstep: Class 5 contains 90671 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 25149 members 
Mstep: Class 13 contains 58881 members 
Mstep: Class 14 contains 4199 members 
Mstep: Class 15 contains 2791 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1540 members 
Mstep: Class 18 contains 9633 members 
Mstep: Class 19 contains 88759 members 
Mstep: Class 20 contains 89184 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10245 members 
Mstep: Class 23 contains 1917 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 6541 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2679 members 
Mstep: Class 29 contains 28341 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16097 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94157 members 
Mstep: Class 37 contains 91060 members 
Mstep: Class 38 contains 1365 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102205400.000000 Penalty: 86459.953125
Iteration 144Q: 40 clusters Score -1.022054e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 65159 members 
Mstep: Class 3 contains 86871 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 90555 members 
Mstep: Class 6 contains 4018 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12422 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 25367 members 
Mstep: Class 13 contains 58635 members 
Mstep: Class 14 contains 4195 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1548 members 
Mstep: Class 18 contains 9611 members 
Mstep: Class 19 contains 88625 members 
Mstep: Class 20 contains 89039 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10254 members 
Mstep: Class 23 contains 1886 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 6565 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2678 members 
Mstep: Class 29 contains 28723 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16122 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94177 members 
Mstep: Class 37 contains 90925 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102206040.000000 Penalty: 86459.953125
Iteration 145Q: 40 clusters Score -1.02206e+08 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 64924 members 
Mstep: Class 3 contains 86838 members 
Mstep: Class 4 contains 24404 members 
Mstep: Class 5 contains 90499 members 
Mstep: Class 6 contains 4020 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12407 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 25582 members 
Mstep: Class 13 contains 58401 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 15 contains 2821 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 9589 members 
Mstep: Class 19 contains 88433 members 
Mstep: Class 20 contains 88857 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10263 members 
Mstep: Class 23 contains 1860 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 1159 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2671 members 
Mstep: Class 29 contains 29091 members 
Mstep: Class 30 contains 3181 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16145 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94191 members 
Mstep: Class 37 contains 90789 members 
Mstep: Class 38 contains 1373 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102206752.000000 Penalty: 86459.953125
Iteration 146Q: 40 clusters Score -1.022068e+08 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 64693 members 
Mstep: Class 3 contains 86814 members 
Mstep: Class 4 contains 24817 members 
Mstep: Class 5 contains 90382 members 
Mstep: Class 6 contains 4019 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12394 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 25771 members 
Mstep: Class 13 contains 58179 members 
Mstep: Class 14 contains 4192 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 9568 members 
Mstep: Class 19 contains 88291 members 
Mstep: Class 20 contains 88676 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10260 members 
Mstep: Class 23 contains 1843 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 6615 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2670 members 
Mstep: Class 29 contains 29471 members 
Mstep: Class 30 contains 3181 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16164 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94166 members 
Mstep: Class 37 contains 90692 members 
Mstep: Class 38 contains 1380 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102207000.000000 Penalty: 86459.953125
Iteration 147Q: 40 clusters Score -1.02207e+08 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 64445 members 
Mstep: Class 3 contains 86706 members 
Mstep: Class 4 contains 25286 members 
Mstep: Class 5 contains 90326 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 2080 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12378 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 25956 members 
Mstep: Class 13 contains 57959 members 
Mstep: Class 14 contains 4192 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 9548 members 
Mstep: Class 19 contains 88156 members 
Mstep: Class 20 contains 88471 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10256 members 
Mstep: Class 23 contains 1828 members 
Mstep: Class 24 contains 1690 members 
Mstep: Class 25 contains 6640 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2662 members 
Mstep: Class 29 contains 29843 members 
Mstep: Class 30 contains 3174 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16180 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94185 members 
Mstep: Class 37 contains 90605 members 
Mstep: Class 38 contains 1382 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102207304.000000 Penalty: 86459.953125
Iteration 148Q: 40 clusters Score -1.022073e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 64209 members 
Mstep: Class 3 contains 86557 members 
Mstep: Class 4 contains 25780 members 
Mstep: Class 5 contains 90261 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 2074 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12364 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 26142 members 
Mstep: Class 13 contains 57740 members 
Mstep: Class 14 contains 4202 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 9523 members 
Mstep: Class 19 contains 88022 members 
Mstep: Class 20 contains 88262 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10260 members 
Mstep: Class 23 contains 1807 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6665 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 30233 members 
Mstep: Class 30 contains 3171 members 
Mstep: Class 31 contains 2037 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16200 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94167 members 
Mstep: Class 37 contains 90547 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102207832.000000 Penalty: 86459.953125
Iteration 149Q: 40 clusters Score -1.022078e+08 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 63989 members 
Mstep: Class 3 contains 86431 members 
Mstep: Class 4 contains 26271 members 
Mstep: Class 5 contains 90159 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12352 members 
Mstep: Class 10 contains 635 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 26299 members 
Mstep: Class 13 contains 57522 members 
Mstep: Class 14 contains 4210 members 
Mstep: Class 15 contains 2866 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1643 members 
Mstep: Class 18 contains 9499 members 
Mstep: Class 19 contains 87923 members 
Mstep: Class 20 contains 88034 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10264 members 
Mstep: Class 23 contains 1796 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6682 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2643 members 
Mstep: Class 29 contains 30616 members 
Mstep: Class 30 contains 3178 members 
Mstep: Class 31 contains 2038 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16225 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94159 members 
Mstep: Class 37 contains 90493 members 
Mstep: Class 38 contains 1387 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102208384.000000 Penalty: 86459.953125
Iteration 150Q: 40 clusters Score -1.022084e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 63788 members 
Mstep: Class 3 contains 86297 members 
Mstep: Class 4 contains 26818 members 
Mstep: Class 5 contains 90066 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12331 members 
Mstep: Class 10 contains 637 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 26451 members 
Mstep: Class 13 contains 57289 members 
Mstep: Class 14 contains 4208 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1649 members 
Mstep: Class 18 contains 9462 members 
Mstep: Class 19 contains 87819 members 
Mstep: Class 20 contains 87824 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10265 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2631 members 
Mstep: Class 29 contains 30984 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16248 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94143 members 
Mstep: Class 37 contains 90437 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102208864.000000 Penalty: 86459.953125
Iteration 151Q: 40 clusters Score -1.022089e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 63553 members 
Mstep: Class 3 contains 86131 members 
Mstep: Class 4 contains 27410 members 
Mstep: Class 5 contains 89968 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12325 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 26605 members 
Mstep: Class 13 contains 57064 members 
Mstep: Class 14 contains 4208 members 
Mstep: Class 15 contains 2884 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1649 members 
Mstep: Class 18 contains 9438 members 
Mstep: Class 19 contains 87742 members 
Mstep: Class 20 contains 87583 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10254 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 1690 members 
Mstep: Class 25 contains 6724 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 31355 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16264 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94139 members 
Mstep: Class 37 contains 90397 members 
Mstep: Class 38 contains 1387 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209072.000000 Penalty: 86459.953125
Iteration 152Q: 40 clusters Score -1.022091e+08 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 63278 members 
Mstep: Class 3 contains 85947 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 89879 members 
Mstep: Class 6 contains 3991 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12309 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 26743 members 
Mstep: Class 13 contains 56800 members 
Mstep: Class 14 contains 4205 members 
Mstep: Class 15 contains 2895 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 9406 members 
Mstep: Class 19 contains 87643 members 
Mstep: Class 20 contains 87364 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10240 members 
Mstep: Class 23 contains 1766 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 6744 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2625 members 
Mstep: Class 29 contains 31735 members 
Mstep: Class 30 contains 3195 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16272 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94169 members 
Mstep: Class 37 contains 90375 members 
Mstep: Class 38 contains 1389 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209000.000000 Penalty: 86459.953125
Iteration 153Q: 40 clusters Score -1.02209e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 62976 members 
Mstep: Class 3 contains 85750 members 
Mstep: Class 4 contains 28677 members 
Mstep: Class 5 contains 89755 members 
Mstep: Class 6 contains 3990 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12297 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 26882 members 
Mstep: Class 13 contains 56535 members 
Mstep: Class 14 contains 4210 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 9390 members 
Mstep: Class 19 contains 87574 members 
Mstep: Class 20 contains 87169 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10226 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 6764 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2628 members 
Mstep: Class 29 contains 32143 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16276 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94178 members 
Mstep: Class 37 contains 90339 members 
Mstep: Class 38 contains 1389 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209560.000000 Penalty: 86459.953125
Iteration 154Q: 40 clusters Score -1.022096e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 62716 members 
Mstep: Class 3 contains 85557 members 
Mstep: Class 4 contains 29381 members 
Mstep: Class 5 contains 89607 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 12292 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 26984 members 
Mstep: Class 13 contains 56275 members 
Mstep: Class 14 contains 4213 members 
Mstep: Class 15 contains 2911 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 9379 members 
Mstep: Class 19 contains 87460 members 
Mstep: Class 20 contains 86950 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10212 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 6783 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2636 members 
Mstep: Class 29 contains 32541 members 
Mstep: Class 30 contains 3195 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16270 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94196 members 
Mstep: Class 37 contains 90313 members 
Mstep: Class 38 contains 1389 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209744.000000 Penalty: 86459.953125
Iteration 155Q: 40 clusters Score -1.022097e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 62461 members 
Mstep: Class 3 contains 85403 members 
Mstep: Class 4 contains 30099 members 
Mstep: Class 5 contains 89485 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 12273 members 
Mstep: Class 10 contains 637 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 27081 members 
Mstep: Class 13 contains 56003 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 9363 members 
Mstep: Class 19 contains 87318 members 
Mstep: Class 20 contains 86739 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10207 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 1692 members 
Mstep: Class 25 contains 6803 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2640 members 
Mstep: Class 29 contains 32932 members 
Mstep: Class 30 contains 3211 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16271 members 
Mstep: Class 34 contains 235 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94211 members 
Mstep: Class 37 contains 90254 members 
Mstep: Class 38 contains 1389 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210472.000000 Penalty: 86459.953125
Iteration 156Q: 40 clusters Score -1.022105e+08 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 62230 members 
Mstep: Class 3 contains 85279 members 
Mstep: Class 4 contains 30849 members 
Mstep: Class 5 contains 89371 members 
Mstep: Class 6 contains 3972 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 12266 members 
Mstep: Class 10 contains 639 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 27178 members 
Mstep: Class 13 contains 55760 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 2921 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1741 members 
Mstep: Class 18 contains 9325 members 
Mstep: Class 19 contains 87140 members 
Mstep: Class 20 contains 86505 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10198 members 
Mstep: Class 23 contains 1724 members 
Mstep: Class 24 contains 1693 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2645 members 
Mstep: Class 29 contains 33294 members 
Mstep: Class 30 contains 3223 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16274 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94261 members 
Mstep: Class 37 contains 90156 members 
Mstep: Class 38 contains 1389 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211144.000000 Penalty: 86459.953125
Iteration 157Q: 40 clusters Score -1.022111e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 61976 members 
Mstep: Class 3 contains 85209 members 
Mstep: Class 4 contains 31604 members 
Mstep: Class 5 contains 89217 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 12259 members 
Mstep: Class 10 contains 638 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 27268 members 
Mstep: Class 13 contains 55508 members 
Mstep: Class 14 contains 4207 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 9300 members 
Mstep: Class 19 contains 86990 members 
Mstep: Class 20 contains 86233 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10199 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 1693 members 
Mstep: Class 25 contains 6825 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 33675 members 
Mstep: Class 30 contains 3232 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16273 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94266 members 
Mstep: Class 37 contains 90068 members 
Mstep: Class 38 contains 1389 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211480.000000 Penalty: 86459.953125
Iteration 158Q: 40 clusters Score -1.022115e+08 nChanged 2982
Entering ConstructFrom: 
Score: -102211480.000000 Penalty: 86459.953125
Entering ConstructFrom: 
Trying to split cluster 1 (10527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Entering Unmasked Estep 
Score: -1281358.875000 Penalty: 1505.026001
	Iteration 0F: 2 clusters Score -1281359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1273810.250000 Penalty: 3010.052002
	Iteration 0F: 3 clusters Score -1273810 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1276306.000000 Penalty: 3010.052002
	Iteration 1F: 3 clusters Score -1276306 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1276692.250000 Penalty: 3010.052002
	Iteration 2F: 3 clusters Score -1276692 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1277046.250000 Penalty: 3010.052002
	Iteration 3F: 3 clusters Score -1277046 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1277387.000000 Penalty: 3010.052002
	Iteration 4F: 3 clusters Score -1277387 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1277743.375000 Penalty: 3010.052002
	Iteration 5F: 3 clusters Score -1277743 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1278133.750000 Penalty: 3010.052002
	Iteration 6F: 3 clusters Score -1278134 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1278574.375000 Penalty: 3010.052002
	Iteration 7F: 3 clusters Score -1278574 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1279052.500000 Penalty: 3010.052002
	Iteration 8F: 3 clusters Score -1279052 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1279561.375000 Penalty: 3010.052002
	Iteration 9F: 3 clusters Score -1279561 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1280081.625000 Penalty: 3010.052002
	Iteration 10Q: 3 clusters Score -1280082 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1280486.125000 Penalty: 3010.052002
	Iteration 11Q: 3 clusters Score -1280486 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1280767.500000 Penalty: 3010.052002
	Iteration 12Q: 3 clusters Score -1280768 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1280891.875000 Penalty: 3010.052002
	Iteration 13Q: 3 clusters Score -1280892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1280944.750000 Penalty: 3010.052002
	Iteration 14Q: 3 clusters Score -1280945 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1280985.750000 Penalty: 3010.052002
	Iteration 15Q: 3 clusters Score -1280986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1281009.125000 Penalty: 3010.052002
	Iteration 16Q: 3 clusters Score -1281009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1281032.125000 Penalty: 3010.052002
	Iteration 17Q: 3 clusters Score -1281032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1281039.750000 Penalty: 3010.052002
	Iteration 18Q: 3 clusters Score -1281040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1281045.000000 Penalty: 3010.052002
	Iteration 19Q: 3 clusters Score -1281045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1281044.250000 Penalty: 3010.052002
	Iteration 20F: 3 clusters Score -1281044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1281046.875000 Penalty: 3010.052002
	Iteration 21Q: 3 clusters Score -1281047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1281048.375000 Penalty: 3010.052002
	Iteration 22Q: 3 clusters Score -1281048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1281052.500000 Penalty: 3010.052002
	Iteration 23Q: 3 clusters Score -1281052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1281051.250000 Penalty: 3010.052002
	Iteration 24Q: 3 clusters Score -1281051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1281051.500000 Penalty: 3010.052002
	Iteration 25Q: 3 clusters Score -1281052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1281051.750000 Penalty: 3010.052002
	Iteration 26Q: 3 clusters Score -1281052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1281052.125000 Penalty: 3010.052002
	Iteration 27Q: 3 clusters Score -1281052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1281049.875000 Penalty: 3010.052002
	Iteration 28Q: 3 clusters Score -1281050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1281050.750000 Penalty: 3010.052002
	Iteration 29Q: 3 clusters Score -1281051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1281051.125000 Penalty: 3010.052002
	Iteration 30Q: 3 clusters Score -1281051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1281051.125000 Penalty: 3010.052002
	Iteration 31Q: 3 clusters Score -1281051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1281051.125000 Penalty: 3010.052002
	Iteration 32F: 3 clusters Score -1281051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (61671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Entering Unmasked Estep 
Score: -7561709.500000 Penalty: 1792.304932
	Iteration 0F: 2 clusters Score -7561710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -7520589.000000 Penalty: 3584.609863
	Iteration 0F: 3 clusters Score -7520589 nChanged 29189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -7537280.500000 Penalty: 3584.609863
	Iteration 1F: 3 clusters Score -7537280 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -7538076.500000 Penalty: 3584.609863
	Iteration 2Q: 3 clusters Score -7538076 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -7539388.000000 Penalty: 3584.609863
	Iteration 3Q: 3 clusters Score -7539388 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -7541635.500000 Penalty: 3584.609863
	Iteration 4F: 3 clusters Score -7541636 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -7545367.500000 Penalty: 3584.609863
	Iteration 5F: 3 clusters Score -7545368 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -7550415.500000 Penalty: 3584.609863
	Iteration 6F: 3 clusters Score -7550416 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -7555252.500000 Penalty: 3584.609863
	Iteration 7F: 3 clusters Score -7555252 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7558235.000000 Penalty: 3584.609863
	Iteration 8Q: 3 clusters Score -7558235 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7559431.000000 Penalty: 3584.609863
	Iteration 9Q: 3 clusters Score -7559431 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7559840.500000 Penalty: 3584.609863
	Iteration 10Q: 3 clusters Score -7559840 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7560002.000000 Penalty: 3584.609863
	Iteration 11Q: 3 clusters Score -7560002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7560058.000000 Penalty: 3584.609863
	Iteration 12Q: 3 clusters Score -7560058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7560092.000000 Penalty: 3584.609863
	Iteration 13Q: 3 clusters Score -7560092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7560106.000000 Penalty: 3584.609863
	Iteration 14Q: 3 clusters Score -7560106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7560119.500000 Penalty: 3584.609863
	Iteration 15Q: 3 clusters Score -7560120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7560124.500000 Penalty: 3584.609863
	Iteration 16Q: 3 clusters Score -7560124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7560127.500000 Penalty: 3584.609863
	Iteration 17Q: 3 clusters Score -7560128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7560131.500000 Penalty: 3584.609863
	Iteration 18Q: 3 clusters Score -7560132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7560140.500000 Penalty: 3584.609863
	Iteration 19Q: 3 clusters Score -7560140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7560151.000000 Penalty: 3584.609863
	Iteration 20F: 3 clusters Score -7560151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7560152.500000 Penalty: 3584.609863
	Iteration 21Q: 3 clusters Score -7560152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7560156.000000 Penalty: 3584.609863
	Iteration 22Q: 3 clusters Score -7560156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7560160.500000 Penalty: 3584.609863
	Iteration 23Q: 3 clusters Score -7560160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7560160.500000 Penalty: 3584.609863
	Iteration 24F: 3 clusters Score -7560160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Entering Unmasked Estep 
Score: -10635951.000000 Penalty: 1844.647339
	Iteration 0F: 2 clusters Score -1.063595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -10579760.000000 Penalty: 3689.294678
	Iteration 0F: 3 clusters Score -1.057976e+07 nChanged 40572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -10603481.000000 Penalty: 3689.294678
	Iteration 1F: 3 clusters Score -1.060348e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -10604422.000000 Penalty: 3689.294678
	Iteration 2Q: 3 clusters Score -1.060442e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -10605571.000000 Penalty: 3689.294678
	Iteration 3Q: 3 clusters Score -1.060557e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -10607351.000000 Penalty: 3689.294678
	Iteration 4Q: 3 clusters Score -1.060735e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -10609643.000000 Penalty: 3689.294678
	Iteration 5Q: 3 clusters Score -1.060964e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -10612921.000000 Penalty: 3689.294678
	Iteration 6F: 3 clusters Score -1.061292e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -10616931.000000 Penalty: 3689.294678
	Iteration 7F: 3 clusters Score -1.061693e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -10620726.000000 Penalty: 3689.294678
	Iteration 8F: 3 clusters Score -1.062073e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -10623683.000000 Penalty: 3689.294678
	Iteration 9Q: 3 clusters Score -1.062368e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -10625540.000000 Penalty: 3689.294678
	Iteration 10Q: 3 clusters Score -1.062554e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -10626842.000000 Penalty: 3689.294678
	Iteration 11Q: 3 clusters Score -1.062684e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -10627882.000000 Penalty: 3689.294678
	Iteration 12Q: 3 clusters Score -1.062788e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -10628751.000000 Penalty: 3689.294678
	Iteration 13Q: 3 clusters Score -1.062875e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -10629596.000000 Penalty: 3689.294678
	Iteration 14Q: 3 clusters Score -1.06296e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -10630236.000000 Penalty: 3689.294678
	Iteration 15Q: 3 clusters Score -1.063024e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -10630845.000000 Penalty: 3689.294678
	Iteration 16Q: 3 clusters Score -1.063084e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -10631278.000000 Penalty: 3689.294678
	Iteration 17Q: 3 clusters Score -1.063128e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -10631670.000000 Penalty: 3689.294678
	Iteration 18Q: 3 clusters Score -1.063167e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -10632041.000000 Penalty: 3689.294678
	Iteration 19Q: 3 clusters Score -1.063204e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -10632509.000000 Penalty: 3689.294678
	Iteration 20F: 3 clusters Score -1.063251e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -10632891.000000 Penalty: 3689.294678
	Iteration 21Q: 3 clusters Score -1.063289e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -10633207.000000 Penalty: 3689.294678
	Iteration 22Q: 3 clusters Score -1.063321e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 82902 members 
Entering Unmasked Estep 
Score: -10633459.000000 Penalty: 3689.294678
	Iteration 23Q: 3 clusters Score -1.063346e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -10633652.000000 Penalty: 3689.294678
	Iteration 24Q: 3 clusters Score -1.063365e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -10633803.000000 Penalty: 3689.294678
	Iteration 25Q: 3 clusters Score -1.06338e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -10633886.000000 Penalty: 3689.294678
	Iteration 26Q: 3 clusters Score -1.063389e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -10633981.000000 Penalty: 3689.294678
	Iteration 27Q: 3 clusters Score -1.063398e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -10634049.000000 Penalty: 3689.294678
	Iteration 28Q: 3 clusters Score -1.063405e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -10634106.000000 Penalty: 3689.294678
	Iteration 29Q: 3 clusters Score -1.063411e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -10634156.000000 Penalty: 3689.294678
	Iteration 30Q: 3 clusters Score -1.063416e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 83900 members 
Entering Unmasked Estep 
Score: -10634164.000000 Penalty: 3689.294678
	Iteration 31Q: 3 clusters Score -1.063416e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -10634225.000000 Penalty: 3689.294678
	Iteration 32Q: 3 clusters Score -1.063422e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -10634238.000000 Penalty: 3689.294678
	Iteration 33Q: 3 clusters Score -1.063424e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -10634242.000000 Penalty: 3689.294678
	Iteration 34Q: 3 clusters Score -1.063424e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 84068 members 
Entering Unmasked Estep 
Score: -10634270.000000 Penalty: 3689.294678
	Iteration 35Q: 3 clusters Score -1.063427e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -10634289.000000 Penalty: 3689.294678
	Iteration 36Q: 3 clusters Score -1.063429e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -10634304.000000 Penalty: 3689.294678
	Iteration 37Q: 3 clusters Score -1.06343e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -10634360.000000 Penalty: 3689.294678
	Iteration 38Q: 3 clusters Score -1.063436e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -10634385.000000 Penalty: 3689.294678
	Iteration 39Q: 3 clusters Score -1.063438e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -10634396.000000 Penalty: 3689.294678
	Iteration 40F: 3 clusters Score -1.06344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -10634399.000000 Penalty: 3689.294678
	Iteration 41Q: 3 clusters Score -1.06344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 84221 members 
Entering Unmasked Estep 
Score: -10634411.000000 Penalty: 3689.294678
	Iteration 42Q: 3 clusters Score -1.063441e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -10634402.000000 Penalty: 3689.294678
	Iteration 43Q: 3 clusters Score -1.06344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 84245 members 
Entering Unmasked Estep 
Score: -10634417.000000 Penalty: 3689.294678
	Iteration 44Q: 3 clusters Score -1.063442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
Score: -10634424.000000 Penalty: 3689.294678
	Iteration 45Q: 3 clusters Score -1.063442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -10634428.000000 Penalty: 3689.294678
	Iteration 46Q: 3 clusters Score -1.063443e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -10634434.000000 Penalty: 3689.294678
	Iteration 47Q: 3 clusters Score -1.063443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -10634443.000000 Penalty: 3689.294678
	Iteration 48Q: 3 clusters Score -1.063444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -10634446.000000 Penalty: 3689.294678
	Iteration 49Q: 3 clusters Score -1.063445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -10634463.000000 Penalty: 3689.294678
	Iteration 50Q: 3 clusters Score -1.063446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -10634457.000000 Penalty: 3689.294678
	Iteration 51Q: 3 clusters Score -1.063446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -10634468.000000 Penalty: 3689.294678
	Iteration 52Q: 3 clusters Score -1.063447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -10634471.000000 Penalty: 3689.294678
	Iteration 53Q: 3 clusters Score -1.063447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -10634480.000000 Penalty: 3689.294678
	Iteration 54Q: 3 clusters Score -1.063448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -10634486.000000 Penalty: 3689.294678
	Iteration 55Q: 3 clusters Score -1.063449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -10634478.000000 Penalty: 3689.294678
	Iteration 56Q: 3 clusters Score -1.063448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -10634484.000000 Penalty: 3689.294678
	Iteration 57Q: 3 clusters Score -1.063448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -10634484.000000 Penalty: 3689.294678
	Iteration 58Q: 3 clusters Score -1.063448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -10634480.000000 Penalty: 3689.294678
	Iteration 59Q: 3 clusters Score -1.063448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -10634480.000000 Penalty: 3689.294678
	Iteration 60F: 3 clusters Score -1.063448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Entering Unmasked Estep 
Score: -4091056.500000 Penalty: 1687.304199
	Iteration 0F: 2 clusters Score -4091056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4069263.250000 Penalty: 3374.608398
	Iteration 0F: 3 clusters Score -4069263 nChanged 14989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -4077438.500000 Penalty: 3374.608398
	Iteration 1F: 3 clusters Score -4077438 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4077754.500000 Penalty: 3374.608398
	Iteration 2Q: 3 clusters Score -4077754 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4078090.250000 Penalty: 3374.608398
	Iteration 3Q: 3 clusters Score -4078090 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4078446.000000 Penalty: 3374.608398
	Iteration 4Q: 3 clusters Score -4078446 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4078772.250000 Penalty: 3374.608398
	Iteration 5Q: 3 clusters Score -4078772 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4079199.250000 Penalty: 3374.608398
	Iteration 6Q: 3 clusters Score -4079199 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -4079827.000000 Penalty: 3374.608398
	Iteration 7Q: 3 clusters Score -4079827 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -4080731.000000 Penalty: 3374.608398
	Iteration 8Q: 3 clusters Score -4080731 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4081988.500000 Penalty: 3374.608398
	Iteration 9F: 3 clusters Score -4081988 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -4083488.000000 Penalty: 3374.608398
	Iteration 10F: 3 clusters Score -4083488 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -4085002.500000 Penalty: 3374.608398
	Iteration 11F: 3 clusters Score -4085002 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -4086015.750000 Penalty: 3374.608398
	Iteration 12Q: 3 clusters Score -4086016 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -4086621.250000 Penalty: 3374.608398
	Iteration 13Q: 3 clusters Score -4086621 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -4086974.000000 Penalty: 3374.608398
	Iteration 14Q: 3 clusters Score -4086974 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4087233.750000 Penalty: 3374.608398
	Iteration 15Q: 3 clusters Score -4087234 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -4087464.000000 Penalty: 3374.608398
	Iteration 16Q: 3 clusters Score -4087464 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -4087676.000000 Penalty: 3374.608398
	Iteration 17Q: 3 clusters Score -4087676 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4087870.750000 Penalty: 3374.608398
	Iteration 18Q: 3 clusters Score -4087871 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4088041.750000 Penalty: 3374.608398
	Iteration 19Q: 3 clusters Score -4088042 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4088223.000000 Penalty: 3374.608398
	Iteration 20F: 3 clusters Score -4088223 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -4088388.750000 Penalty: 3374.608398
	Iteration 21Q: 3 clusters Score -4088389 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4088564.000000 Penalty: 3374.608398
	Iteration 22Q: 3 clusters Score -4088564 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4088676.000000 Penalty: 3374.608398
	Iteration 23Q: 3 clusters Score -4088676 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4088787.750000 Penalty: 3374.608398
	Iteration 24Q: 3 clusters Score -4088788 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4088883.500000 Penalty: 3374.608398
	Iteration 25Q: 3 clusters Score -4088884 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4088965.500000 Penalty: 3374.608398
	Iteration 26Q: 3 clusters Score -4088966 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4089028.250000 Penalty: 3374.608398
	Iteration 27Q: 3 clusters Score -4089028 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4089076.000000 Penalty: 3374.608398
	Iteration 28Q: 3 clusters Score -4089076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4089114.000000 Penalty: 3374.608398
	Iteration 29Q: 3 clusters Score -4089114 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4089165.500000 Penalty: 3374.608398
	Iteration 30Q: 3 clusters Score -4089166 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4089200.000000 Penalty: 3374.608398
	Iteration 31Q: 3 clusters Score -4089200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4089238.750000 Penalty: 3374.608398
	Iteration 32Q: 3 clusters Score -4089239 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4089255.750000 Penalty: 3374.608398
	Iteration 33Q: 3 clusters Score -4089256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4089284.500000 Penalty: 3374.608398
	Iteration 34Q: 3 clusters Score -4089284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4089304.250000 Penalty: 3374.608398
	Iteration 35Q: 3 clusters Score -4089304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4089331.000000 Penalty: 3374.608398
	Iteration 36Q: 3 clusters Score -4089331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4089342.250000 Penalty: 3374.608398
	Iteration 37Q: 3 clusters Score -4089342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4089352.000000 Penalty: 3374.608398
	Iteration 38Q: 3 clusters Score -4089352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4089375.000000 Penalty: 3374.608398
	Iteration 39Q: 3 clusters Score -4089375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4089378.000000 Penalty: 3374.608398
	Iteration 40F: 3 clusters Score -4089378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4089395.750000 Penalty: 3374.608398
	Iteration 41Q: 3 clusters Score -4089396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4089410.750000 Penalty: 3374.608398
	Iteration 42Q: 3 clusters Score -4089411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4089422.500000 Penalty: 3374.608398
	Iteration 43Q: 3 clusters Score -4089422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4089438.250000 Penalty: 3374.608398
	Iteration 44Q: 3 clusters Score -4089438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4089442.750000 Penalty: 3374.608398
	Iteration 45Q: 3 clusters Score -4089443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4089469.000000 Penalty: 3374.608398
	Iteration 46Q: 3 clusters Score -4089469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4089473.500000 Penalty: 3374.608398
	Iteration 47Q: 3 clusters Score -4089474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4089480.000000 Penalty: 3374.608398
	Iteration 48Q: 3 clusters Score -4089480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4089483.500000 Penalty: 3374.608398
	Iteration 49Q: 3 clusters Score -4089484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4089490.500000 Penalty: 3374.608398
	Iteration 50Q: 3 clusters Score -4089490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4089500.250000 Penalty: 3374.608398
	Iteration 51Q: 3 clusters Score -4089500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4089505.750000 Penalty: 3374.608398
	Iteration 52Q: 3 clusters Score -4089506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4089510.750000 Penalty: 3374.608398
	Iteration 53Q: 3 clusters Score -4089511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4089515.500000 Penalty: 3374.608398
	Iteration 54Q: 3 clusters Score -4089516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4089518.750000 Penalty: 3374.608398
	Iteration 55Q: 3 clusters Score -4089519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4089521.000000 Penalty: 3374.608398
	Iteration 56Q: 3 clusters Score -4089521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4089526.750000 Penalty: 3374.608398
	Iteration 57Q: 3 clusters Score -4089527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4089530.750000 Penalty: 3374.608398
	Iteration 58Q: 3 clusters Score -4089531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4089525.250000 Penalty: 3374.608398
	Iteration 59Q: 3 clusters Score -4089525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4089541.000000 Penalty: 3374.608398
	Iteration 60F: 3 clusters Score -4089541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4089537.000000 Penalty: 3374.608398
	Iteration 61Q: 3 clusters Score -4089537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4089541.500000 Penalty: 3374.608398
	Iteration 62Q: 3 clusters Score -4089542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4089545.250000 Penalty: 3374.608398
	Iteration 63Q: 3 clusters Score -4089545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4089549.750000 Penalty: 3374.608398
	Iteration 64Q: 3 clusters Score -4089550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4089556.500000 Penalty: 3374.608398
	Iteration 65Q: 3 clusters Score -4089556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4089562.250000 Penalty: 3374.608398
	Iteration 66Q: 3 clusters Score -4089562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4089561.500000 Penalty: 3374.608398
	Iteration 67Q: 3 clusters Score -4089562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4089558.750000 Penalty: 3374.608398
	Iteration 68Q: 3 clusters Score -4089559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4089564.250000 Penalty: 3374.608398
	Iteration 69Q: 3 clusters Score -4089564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4089567.000000 Penalty: 3374.608398
	Iteration 70Q: 3 clusters Score -4089567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4089571.500000 Penalty: 3374.608398
	Iteration 71Q: 3 clusters Score -4089572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4089577.500000 Penalty: 3374.608398
	Iteration 72Q: 3 clusters Score -4089578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4089575.750000 Penalty: 3374.608398
	Iteration 73Q: 3 clusters Score -4089576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4089581.250000 Penalty: 3374.608398
	Iteration 74Q: 3 clusters Score -4089581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4089582.750000 Penalty: 3374.608398
	Iteration 75Q: 3 clusters Score -4089583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4089585.500000 Penalty: 3374.608398
	Iteration 76Q: 3 clusters Score -4089586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4089591.250000 Penalty: 3374.608398
	Iteration 77Q: 3 clusters Score -4089591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4089591.750000 Penalty: 3374.608398
	Iteration 78Q: 3 clusters Score -4089592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4089586.750000 Penalty: 3374.608398
	Iteration 79Q: 3 clusters Score -4089587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4089585.000000 Penalty: 3374.608398
	Iteration 80F: 3 clusters Score -4089585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4089586.250000 Penalty: 3374.608398
	Iteration 81Q: 3 clusters Score -4089586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4089589.750000 Penalty: 3374.608398
	Iteration 82Q: 3 clusters Score -4089590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4089590.250000 Penalty: 3374.608398
	Iteration 83Q: 3 clusters Score -4089590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4089593.250000 Penalty: 3374.608398
	Iteration 84Q: 3 clusters Score -4089593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4089596.500000 Penalty: 3374.608398
	Iteration 85Q: 3 clusters Score -4089596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4089596.750000 Penalty: 3374.608398
	Iteration 86Q: 3 clusters Score -4089597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4089597.500000 Penalty: 3374.608398
	Iteration 87Q: 3 clusters Score -4089598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4089599.000000 Penalty: 3374.608398
	Iteration 88Q: 3 clusters Score -4089599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4089597.750000 Penalty: 3374.608398
	Iteration 89Q: 3 clusters Score -4089598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4089594.750000 Penalty: 3374.608398
	Iteration 90Q: 3 clusters Score -4089595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4089594.750000 Penalty: 3374.608398
	Iteration 91F: 3 clusters Score -4089595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Entering Unmasked Estep 
Score: -11145169.000000 Penalty: 1852.057861
	Iteration 0F: 2 clusters Score -1.114517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -11089877.000000 Penalty: 3704.115723
	Iteration 0F: 3 clusters Score -1.108988e+07 nChanged 42474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -11115192.000000 Penalty: 3704.115723
	Iteration 1F: 3 clusters Score -1.111519e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -11116667.000000 Penalty: 3704.115723
	Iteration 2Q: 3 clusters Score -1.111667e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -11118983.000000 Penalty: 3704.115723
	Iteration 3F: 3 clusters Score -1.111898e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -11122569.000000 Penalty: 3704.115723
	Iteration 4F: 3 clusters Score -1.112257e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -11128045.000000 Penalty: 3704.115723
	Iteration 5F: 3 clusters Score -1.112804e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -11134152.000000 Penalty: 3704.115723
	Iteration 6F: 3 clusters Score -1.113415e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -11137481.000000 Penalty: 3704.115723
	Iteration 7F: 3 clusters Score -1.113748e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -11138371.000000 Penalty: 3704.115723
	Iteration 8Q: 3 clusters Score -1.113837e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -11138824.000000 Penalty: 3704.115723
	Iteration 9Q: 3 clusters Score -1.113882e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -11139090.000000 Penalty: 3704.115723
	Iteration 10Q: 3 clusters Score -1.113909e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -11139359.000000 Penalty: 3704.115723
	Iteration 11Q: 3 clusters Score -1.113936e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -11139514.000000 Penalty: 3704.115723
	Iteration 12Q: 3 clusters Score -1.113951e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -11139651.000000 Penalty: 3704.115723
	Iteration 13Q: 3 clusters Score -1.113965e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -11139788.000000 Penalty: 3704.115723
	Iteration 14Q: 3 clusters Score -1.113979e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -11139848.000000 Penalty: 3704.115723
	Iteration 15Q: 3 clusters Score -1.113985e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -11139914.000000 Penalty: 3704.115723
	Iteration 16Q: 3 clusters Score -1.113991e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -11139952.000000 Penalty: 3704.115723
	Iteration 17Q: 3 clusters Score -1.113995e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -11139987.000000 Penalty: 3704.115723
	Iteration 18Q: 3 clusters Score -1.113999e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -11139975.000000 Penalty: 3704.115723
	Iteration 19Q: 3 clusters Score -1.113998e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -11139963.000000 Penalty: 3704.115723
	Iteration 20F: 3 clusters Score -1.113996e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -11139897.000000 Penalty: 3704.115723
	Iteration 21Q: 3 clusters Score -1.11399e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -11139869.000000 Penalty: 3704.115723
	Iteration 22Q: 3 clusters Score -1.113987e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -11139852.000000 Penalty: 3704.115723
	Iteration 23Q: 3 clusters Score -1.113985e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -11139834.000000 Penalty: 3704.115723
	Iteration 24Q: 3 clusters Score -1.113983e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -11139784.000000 Penalty: 3704.115723
	Iteration 25Q: 3 clusters Score -1.113978e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -11139759.000000 Penalty: 3704.115723
	Iteration 26Q: 3 clusters Score -1.113976e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -11139727.000000 Penalty: 3704.115723
	Iteration 27Q: 3 clusters Score -1.113973e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -11139748.000000 Penalty: 3704.115723
	Iteration 28Q: 3 clusters Score -1.113975e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -11139670.000000 Penalty: 3704.115723
	Iteration 29Q: 3 clusters Score -1.113967e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -11139602.000000 Penalty: 3704.115723
	Iteration 30Q: 3 clusters Score -1.11396e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -11139619.000000 Penalty: 3704.115723
	Iteration 31Q: 3 clusters Score -1.113962e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -11139613.000000 Penalty: 3704.115723
	Iteration 32Q: 3 clusters Score -1.113961e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -11139654.000000 Penalty: 3704.115723
	Iteration 33Q: 3 clusters Score -1.113965e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -11139672.000000 Penalty: 3704.115723
	Iteration 34Q: 3 clusters Score -1.113967e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -11139706.000000 Penalty: 3704.115723
	Iteration 35Q: 3 clusters Score -1.113971e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -11139743.000000 Penalty: 3704.115723
	Iteration 36Q: 3 clusters Score -1.113974e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -11139784.000000 Penalty: 3704.115723
	Iteration 37Q: 3 clusters Score -1.113978e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -11139877.000000 Penalty: 3704.115723
	Iteration 38Q: 3 clusters Score -1.113988e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -11139872.000000 Penalty: 3704.115723
	Iteration 39Q: 3 clusters Score -1.113987e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -11139914.000000 Penalty: 3704.115723
	Iteration 40F: 3 clusters Score -1.113991e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -11139944.000000 Penalty: 3704.115723
	Iteration 41Q: 3 clusters Score -1.113994e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -11139968.000000 Penalty: 3704.115723
	Iteration 42Q: 3 clusters Score -1.113997e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -11140053.000000 Penalty: 3704.115723
	Iteration 43Q: 3 clusters Score -1.114005e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -11140096.000000 Penalty: 3704.115723
	Iteration 44Q: 3 clusters Score -1.11401e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -11140183.000000 Penalty: 3704.115723
	Iteration 45Q: 3 clusters Score -1.114018e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -11140241.000000 Penalty: 3704.115723
	Iteration 46Q: 3 clusters Score -1.114024e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -11140349.000000 Penalty: 3704.115723
	Iteration 47Q: 3 clusters Score -1.114035e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -11140445.000000 Penalty: 3704.115723
	Iteration 48Q: 3 clusters Score -1.114044e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -11140523.000000 Penalty: 3704.115723
	Iteration 49Q: 3 clusters Score -1.114052e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -11140663.000000 Penalty: 3704.115723
	Iteration 50Q: 3 clusters Score -1.114066e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -11140745.000000 Penalty: 3704.115723
	Iteration 51Q: 3 clusters Score -1.114074e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -11140913.000000 Penalty: 3704.115723
	Iteration 52Q: 3 clusters Score -1.114091e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -11141110.000000 Penalty: 3704.115723
	Iteration 53Q: 3 clusters Score -1.114111e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -11141244.000000 Penalty: 3704.115723
	Iteration 54Q: 3 clusters Score -1.114124e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -11141393.000000 Penalty: 3704.115723
	Iteration 55Q: 3 clusters Score -1.114139e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -11141576.000000 Penalty: 3704.115723
	Iteration 56Q: 3 clusters Score -1.114158e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -11141695.000000 Penalty: 3704.115723
	Iteration 57Q: 3 clusters Score -1.11417e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -11141819.000000 Penalty: 3704.115723
	Iteration 58Q: 3 clusters Score -1.114182e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 72271 members 
Entering Unmasked Estep 
Score: -11142014.000000 Penalty: 3704.115723
	Iteration 59Q: 3 clusters Score -1.114201e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -11142255.000000 Penalty: 3704.115723
	Iteration 60F: 3 clusters Score -1.114226e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -11142422.000000 Penalty: 3704.115723
	Iteration 61Q: 3 clusters Score -1.114242e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -11142681.000000 Penalty: 3704.115723
	Iteration 62Q: 3 clusters Score -1.114268e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -11143073.000000 Penalty: 3704.115723
	Iteration 63Q: 3 clusters Score -1.114307e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -11143288.000000 Penalty: 3704.115723
	Iteration 64Q: 3 clusters Score -1.114329e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -11143552.000000 Penalty: 3704.115723
	Iteration 65Q: 3 clusters Score -1.114355e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -11143765.000000 Penalty: 3704.115723
	Iteration 66Q: 3 clusters Score -1.114376e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -11143951.000000 Penalty: 3704.115723
	Iteration 67Q: 3 clusters Score -1.114395e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -11144079.000000 Penalty: 3704.115723
	Iteration 68Q: 3 clusters Score -1.114408e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -11144251.000000 Penalty: 3704.115723
	Iteration 69Q: 3 clusters Score -1.114425e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -11144298.000000 Penalty: 3704.115723
	Iteration 70Q: 3 clusters Score -1.11443e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -11144321.000000 Penalty: 3704.115723
	Iteration 71Q: 3 clusters Score -1.114432e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -11144323.000000 Penalty: 3704.115723
	Iteration 72Q: 3 clusters Score -1.114432e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -11144330.000000 Penalty: 3704.115723
	Iteration 73Q: 3 clusters Score -1.114433e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -11144337.000000 Penalty: 3704.115723
	Iteration 74Q: 3 clusters Score -1.114434e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -11144238.000000 Penalty: 3704.115723
	Iteration 75Q: 3 clusters Score -1.114424e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -11144263.000000 Penalty: 3704.115723
	Iteration 76Q: 3 clusters Score -1.114426e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -11144271.000000 Penalty: 3704.115723
	Iteration 77Q: 3 clusters Score -1.114427e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 84583 members 
Entering Unmasked Estep 
Score: -11144274.000000 Penalty: 3704.115723
	Iteration 78Q: 3 clusters Score -1.114427e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -11144284.000000 Penalty: 3704.115723
	Iteration 79Q: 3 clusters Score -1.114428e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -11144323.000000 Penalty: 3704.115723
	Iteration 80F: 3 clusters Score -1.114432e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -11144276.000000 Penalty: 3704.115723
	Iteration 81Q: 3 clusters Score -1.114428e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 85217 members 
Entering Unmasked Estep 
Score: -11144294.000000 Penalty: 3704.115723
	Iteration 82Q: 3 clusters Score -1.114429e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -11144253.000000 Penalty: 3704.115723
	Iteration 83Q: 3 clusters Score -1.114425e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -11144244.000000 Penalty: 3704.115723
	Iteration 84Q: 3 clusters Score -1.114424e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -11144236.000000 Penalty: 3704.115723
	Iteration 85Q: 3 clusters Score -1.114424e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 85689 members 
Entering Unmasked Estep 
Score: -11144226.000000 Penalty: 3704.115723
	Iteration 86Q: 3 clusters Score -1.114423e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -11144211.000000 Penalty: 3704.115723
	Iteration 87Q: 3 clusters Score -1.114421e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -11144223.000000 Penalty: 3704.115723
	Iteration 88Q: 3 clusters Score -1.114422e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -11144236.000000 Penalty: 3704.115723
	Iteration 89Q: 3 clusters Score -1.114424e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -11144238.000000 Penalty: 3704.115723
	Iteration 90Q: 3 clusters Score -1.114424e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 86149 members 
Entering Unmasked Estep 
Score: -11144222.000000 Penalty: 3704.115723
	Iteration 91Q: 3 clusters Score -1.114422e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -11144219.000000 Penalty: 3704.115723
	Iteration 92Q: 3 clusters Score -1.114422e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -11144207.000000 Penalty: 3704.115723
	Iteration 93Q: 3 clusters Score -1.114421e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -11144196.000000 Penalty: 3704.115723
	Iteration 94Q: 3 clusters Score -1.11442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -11144197.000000 Penalty: 3704.115723
	Iteration 95Q: 3 clusters Score -1.11442e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -11144207.000000 Penalty: 3704.115723
	Iteration 96Q: 3 clusters Score -1.114421e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -11144182.000000 Penalty: 3704.115723
	Iteration 97Q: 3 clusters Score -1.114418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -11144153.000000 Penalty: 3704.115723
	Iteration 98Q: 3 clusters Score -1.114415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -11144166.000000 Penalty: 3704.115723
	Iteration 99Q: 3 clusters Score -1.114417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 86520 members 
Entering Unmasked Estep 
Score: -11144164.000000 Penalty: 3704.115723
	Iteration 100F: 3 clusters Score -1.114416e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -11144163.000000 Penalty: 3704.115723
	Iteration 101Q: 3 clusters Score -1.114416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -11144161.000000 Penalty: 3704.115723
	Iteration 102Q: 3 clusters Score -1.114416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -11144158.000000 Penalty: 3704.115723
	Iteration 103Q: 3 clusters Score -1.114416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -11144177.000000 Penalty: 3704.115723
	Iteration 104Q: 3 clusters Score -1.114418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 86588 members 
Entering Unmasked Estep 
Score: -11144175.000000 Penalty: 3704.115723
	Iteration 105Q: 3 clusters Score -1.114418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -11144178.000000 Penalty: 3704.115723
	Iteration 106Q: 3 clusters Score -1.114418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -11144181.000000 Penalty: 3704.115723
	Iteration 107Q: 3 clusters Score -1.114418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -11144176.000000 Penalty: 3704.115723
	Iteration 108Q: 3 clusters Score -1.114418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -11144160.000000 Penalty: 3704.115723
	Iteration 109Q: 3 clusters Score -1.114416e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -11144146.000000 Penalty: 3704.115723
	Iteration 110Q: 3 clusters Score -1.114415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -11144134.000000 Penalty: 3704.115723
	Iteration 111Q: 3 clusters Score -1.114413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -11144137.000000 Penalty: 3704.115723
	Iteration 112Q: 3 clusters Score -1.114414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -11144148.000000 Penalty: 3704.115723
	Iteration 113Q: 3 clusters Score -1.114415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -11144152.000000 Penalty: 3704.115723
	Iteration 114Q: 3 clusters Score -1.114415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -11144142.000000 Penalty: 3704.115723
	Iteration 115Q: 3 clusters Score -1.114414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -11144145.000000 Penalty: 3704.115723
	Iteration 116Q: 3 clusters Score -1.114414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -11144149.000000 Penalty: 3704.115723
	Iteration 117Q: 3 clusters Score -1.114415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -11144145.000000 Penalty: 3704.115723
	Iteration 118Q: 3 clusters Score -1.114414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -11144150.000000 Penalty: 3704.115723
	Iteration 119Q: 3 clusters Score -1.114415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -11144142.000000 Penalty: 3704.115723
	Iteration 120F: 3 clusters Score -1.114414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -11144143.000000 Penalty: 3704.115723
	Iteration 121Q: 3 clusters Score -1.114414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -11144129.000000 Penalty: 3704.115723
	Iteration 122Q: 3 clusters Score -1.114413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -11144123.000000 Penalty: 3704.115723
	Iteration 123Q: 3 clusters Score -1.114412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -11144114.000000 Penalty: 3704.115723
	Iteration 124Q: 3 clusters Score -1.114411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -11144097.000000 Penalty: 3704.115723
	Iteration 125Q: 3 clusters Score -1.11441e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -11144094.000000 Penalty: 3704.115723
	Iteration 126Q: 3 clusters Score -1.114409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 86883 members 
Entering Unmasked Estep 
Score: -11144097.000000 Penalty: 3704.115723
	Iteration 127Q: 3 clusters Score -1.11441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -11144103.000000 Penalty: 3704.115723
	Iteration 128Q: 3 clusters Score -1.11441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -11144095.000000 Penalty: 3704.115723
	Iteration 129Q: 3 clusters Score -1.11441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -11144091.000000 Penalty: 3704.115723
	Iteration 130Q: 3 clusters Score -1.114409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -11144077.000000 Penalty: 3704.115723
	Iteration 131Q: 3 clusters Score -1.114408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 86920 members 
Entering Unmasked Estep 
Score: -11144073.000000 Penalty: 3704.115723
	Iteration 132Q: 3 clusters Score -1.114407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 86930 members 
Entering Unmasked Estep 
Score: -11144075.000000 Penalty: 3704.115723
	Iteration 133Q: 3 clusters Score -1.114408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 86934 members 
Entering Unmasked Estep 
Score: -11144077.000000 Penalty: 3704.115723
	Iteration 134Q: 3 clusters Score -1.114408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -11144080.000000 Penalty: 3704.115723
	Iteration 135Q: 3 clusters Score -1.114408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -11144071.000000 Penalty: 3704.115723
	Iteration 136Q: 3 clusters Score -1.114407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -11144078.000000 Penalty: 3704.115723
	Iteration 137Q: 3 clusters Score -1.114408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 86950 members 
Entering Unmasked Estep 
Score: -11144093.000000 Penalty: 3704.115723
	Iteration 138Q: 3 clusters Score -1.114409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -11144092.000000 Penalty: 3704.115723
	Iteration 139Q: 3 clusters Score -1.114409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 86965 members 
Entering Unmasked Estep 
Score: -11144106.000000 Penalty: 3704.115723
	Iteration 140F: 3 clusters Score -1.114411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -11144101.000000 Penalty: 3704.115723
	Iteration 141Q: 3 clusters Score -1.11441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -11144099.000000 Penalty: 3704.115723
	Iteration 142Q: 3 clusters Score -1.11441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 86987 members 
Entering Unmasked Estep 
Score: -11144103.000000 Penalty: 3704.115723
	Iteration 143Q: 3 clusters Score -1.11441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -11144105.000000 Penalty: 3704.115723
	Iteration 144Q: 3 clusters Score -1.11441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -11144107.000000 Penalty: 3704.115723
	Iteration 145Q: 3 clusters Score -1.114411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -11144088.000000 Penalty: 3704.115723
	Iteration 146Q: 3 clusters Score -1.114409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -11144095.000000 Penalty: 3704.115723
	Iteration 147Q: 3 clusters Score -1.11441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -11144091.000000 Penalty: 3704.115723
	Iteration 148Q: 3 clusters Score -1.114409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -11144091.000000 Penalty: 3704.115723
	Iteration 149F: 3 clusters Score -1.114409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Entering Unmasked Estep 
Score: -458008.781250 Penalty: 1346.477783
	Iteration 0F: 2 clusters Score -458008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -454717.781250 Penalty: 2692.955566
	Iteration 0F: 3 clusters Score -454717.8 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -455633.281250 Penalty: 2692.955566
	Iteration 1F: 3 clusters Score -455633.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -455857.656250 Penalty: 2692.955566
	Iteration 2F: 3 clusters Score -455857.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -456082.687500 Penalty: 2692.955566
	Iteration 3F: 3 clusters Score -456082.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -456350.843750 Penalty: 2692.955566
	Iteration 4F: 3 clusters Score -456350.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -456604.187500 Penalty: 2692.955566
	Iteration 5F: 3 clusters Score -456604.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -456797.906250 Penalty: 2692.955566
	Iteration 6F: 3 clusters Score -456797.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -456972.718750 Penalty: 2692.955566
	Iteration 7Q: 3 clusters Score -456972.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -457134.406250 Penalty: 2692.955566
	Iteration 8Q: 3 clusters Score -457134.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -457223.562500 Penalty: 2692.955566
	Iteration 9Q: 3 clusters Score -457223.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -457281.781250 Penalty: 2692.955566
	Iteration 10Q: 3 clusters Score -457281.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -457318.656250 Penalty: 2692.955566
	Iteration 11Q: 3 clusters Score -457318.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -457349.781250 Penalty: 2692.955566
	Iteration 12Q: 3 clusters Score -457349.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -457374.531250 Penalty: 2692.955566
	Iteration 13Q: 3 clusters Score -457374.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -457393.562500 Penalty: 2692.955566
	Iteration 14Q: 3 clusters Score -457393.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -457412.343750 Penalty: 2692.955566
	Iteration 15Q: 3 clusters Score -457412.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -457426.625000 Penalty: 2692.955566
	Iteration 16Q: 3 clusters Score -457426.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -457434.781250 Penalty: 2692.955566
	Iteration 17Q: 3 clusters Score -457434.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -457446.937500 Penalty: 2692.955566
	Iteration 18Q: 3 clusters Score -457446.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -457453.843750 Penalty: 2692.955566
	Iteration 19Q: 3 clusters Score -457453.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -457463.468750 Penalty: 2692.955566
	Iteration 20F: 3 clusters Score -457463.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -457471.625000 Penalty: 2692.955566
	Iteration 21Q: 3 clusters Score -457471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -457478.250000 Penalty: 2692.955566
	Iteration 22Q: 3 clusters Score -457478.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -457487.000000 Penalty: 2692.955566
	Iteration 23Q: 3 clusters Score -457487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -457502.906250 Penalty: 2692.955566
	Iteration 24Q: 3 clusters Score -457502.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -457518.656250 Penalty: 2692.955566
	Iteration 25Q: 3 clusters Score -457518.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -457535.656250 Penalty: 2692.955566
	Iteration 26Q: 3 clusters Score -457535.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -457548.656250 Penalty: 2692.955566
	Iteration 27Q: 3 clusters Score -457548.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -457566.562500 Penalty: 2692.955566
	Iteration 28Q: 3 clusters Score -457566.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -457580.406250 Penalty: 2692.955566
	Iteration 29Q: 3 clusters Score -457580.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -457590.968750 Penalty: 2692.955566
	Iteration 30Q: 3 clusters Score -457591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -457601.531250 Penalty: 2692.955566
	Iteration 31Q: 3 clusters Score -457601.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -457615.437500 Penalty: 2692.955566
	Iteration 32Q: 3 clusters Score -457615.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -457628.531250 Penalty: 2692.955566
	Iteration 33Q: 3 clusters Score -457628.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -457641.375000 Penalty: 2692.955566
	Iteration 34Q: 3 clusters Score -457641.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -457651.031250 Penalty: 2692.955566
	Iteration 35Q: 3 clusters Score -457651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -457659.875000 Penalty: 2692.955566
	Iteration 36Q: 3 clusters Score -457659.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -457666.250000 Penalty: 2692.955566
	Iteration 37Q: 3 clusters Score -457666.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -457673.375000 Penalty: 2692.955566
	Iteration 38Q: 3 clusters Score -457673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -457675.687500 Penalty: 2692.955566
	Iteration 39Q: 3 clusters Score -457675.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -457677.312500 Penalty: 2692.955566
	Iteration 40F: 3 clusters Score -457677.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -457680.000000 Penalty: 2692.955566
	Iteration 41Q: 3 clusters Score -457680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -457681.750000 Penalty: 2692.955566
	Iteration 42Q: 3 clusters Score -457681.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -457684.468750 Penalty: 2692.955566
	Iteration 43Q: 3 clusters Score -457684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -457686.562500 Penalty: 2692.955566
	Iteration 44Q: 3 clusters Score -457686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -457689.093750 Penalty: 2692.955566
	Iteration 45Q: 3 clusters Score -457689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -457692.343750 Penalty: 2692.955566
	Iteration 46Q: 3 clusters Score -457692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -457694.031250 Penalty: 2692.955566
	Iteration 47Q: 3 clusters Score -457694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -457693.500000 Penalty: 2692.955566
	Iteration 48Q: 3 clusters Score -457693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -457694.062500 Penalty: 2692.955566
	Iteration 49Q: 3 clusters Score -457694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -457694.906250 Penalty: 2692.955566
	Iteration 50Q: 3 clusters Score -457694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -457694.875000 Penalty: 2692.955566
	Iteration 51Q: 3 clusters Score -457694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -457696.875000 Penalty: 2692.955566
	Iteration 52Q: 3 clusters Score -457696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -457697.437500 Penalty: 2692.955566
	Iteration 53Q: 3 clusters Score -457697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -457697.875000 Penalty: 2692.955566
	Iteration 54Q: 3 clusters Score -457697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -457698.812500 Penalty: 2692.955566
	Iteration 55Q: 3 clusters Score -457698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -457699.750000 Penalty: 2692.955566
	Iteration 56Q: 3 clusters Score -457699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -457701.812500 Penalty: 2692.955566
	Iteration 57Q: 3 clusters Score -457701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -457701.687500 Penalty: 2692.955566
	Iteration 58Q: 3 clusters Score -457701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -457702.906250 Penalty: 2692.955566
	Iteration 59Q: 3 clusters Score -457702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -457702.906250 Penalty: 2692.955566
	Iteration 60F: 3 clusters Score -457702.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Entering Unmasked Estep 
Score: -266086.125000 Penalty: 1237.965820
	Iteration 0F: 2 clusters Score -266086.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -263953.156250 Penalty: 2475.931641
	Iteration 0F: 3 clusters Score -263953.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -264367.562500 Penalty: 2475.931641
	Iteration 1F: 3 clusters Score -264367.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -264436.156250 Penalty: 2475.931641
	Iteration 2F: 3 clusters Score -264436.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -264488.468750 Penalty: 2475.931641
	Iteration 3Q: 3 clusters Score -264488.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264527.250000 Penalty: 2475.931641
	Iteration 4Q: 3 clusters Score -264527.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -264551.875000 Penalty: 2475.931641
	Iteration 5Q: 3 clusters Score -264551.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -264566.468750 Penalty: 2475.931641
	Iteration 6Q: 3 clusters Score -264566.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -264583.500000 Penalty: 2475.931641
	Iteration 7Q: 3 clusters Score -264583.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264602.500000 Penalty: 2475.931641
	Iteration 8Q: 3 clusters Score -264602.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264615.062500 Penalty: 2475.931641
	Iteration 9Q: 3 clusters Score -264615.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -264626.968750 Penalty: 2475.931641
	Iteration 10Q: 3 clusters Score -264627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -264639.781250 Penalty: 2475.931641
	Iteration 11Q: 3 clusters Score -264639.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -264649.062500 Penalty: 2475.931641
	Iteration 12Q: 3 clusters Score -264649.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -264660.406250 Penalty: 2475.931641
	Iteration 13Q: 3 clusters Score -264660.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -264667.437500 Penalty: 2475.931641
	Iteration 14Q: 3 clusters Score -264667.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -264671.375000 Penalty: 2475.931641
	Iteration 15Q: 3 clusters Score -264671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -264672.062500 Penalty: 2475.931641
	Iteration 16Q: 3 clusters Score -264672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -264672.062500 Penalty: 2475.931641
	Iteration 17F: 3 clusters Score -264672.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -45303.808594 Penalty: 986.119141
	Iteration 0F: 2 clusters Score -45303.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44314.468750 Penalty: 1972.238281
	Iteration 0F: 3 clusters Score -44314.47 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44499.332031 Penalty: 1972.238281
	Iteration 1F: 3 clusters Score -44499.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44572.039062 Penalty: 1972.238281
	Iteration 2F: 3 clusters Score -44572.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44603.761719 Penalty: 1972.238281
	Iteration 3Q: 3 clusters Score -44603.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44620.621094 Penalty: 1972.238281
	Iteration 4Q: 3 clusters Score -44620.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44643.960938 Penalty: 1972.238281
	Iteration 5Q: 3 clusters Score -44643.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44669.542969 Penalty: 1972.238281
	Iteration 6Q: 3 clusters Score -44669.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44682.031250 Penalty: 1972.238281
	Iteration 7Q: 3 clusters Score -44682.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44689.113281 Penalty: 1972.238281
	Iteration 8Q: 3 clusters Score -44689.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44696.867188 Penalty: 1972.238281
	Iteration 9Q: 3 clusters Score -44696.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44706.054688 Penalty: 1972.238281
	Iteration 10Q: 3 clusters Score -44706.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44718.769531 Penalty: 1972.238281
	Iteration 11Q: 3 clusters Score -44718.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44733.039062 Penalty: 1972.238281
	Iteration 12Q: 3 clusters Score -44733.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44753.054688 Penalty: 1972.238281
	Iteration 13Q: 3 clusters Score -44753.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44766.507812 Penalty: 1972.238281
	Iteration 14Q: 3 clusters Score -44766.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44777.500000 Penalty: 1972.238281
	Iteration 15Q: 3 clusters Score -44777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44781.761719 Penalty: 1972.238281
	Iteration 16Q: 3 clusters Score -44781.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44796.875000 Penalty: 1972.238281
	Iteration 17Q: 3 clusters Score -44796.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44821.207031 Penalty: 1972.238281
	Iteration 18Q: 3 clusters Score -44821.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44835.449219 Penalty: 1972.238281
	Iteration 19Q: 3 clusters Score -44835.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44874.761719 Penalty: 1972.238281
	Iteration 20F: 3 clusters Score -44874.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44903.460938 Penalty: 1972.238281
	Iteration 21Q: 3 clusters Score -44903.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44929.390625 Penalty: 1972.238281
	Iteration 22Q: 3 clusters Score -44929.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44950.851562 Penalty: 1972.238281
	Iteration 23Q: 3 clusters Score -44950.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44970.843750 Penalty: 1972.238281
	Iteration 24Q: 3 clusters Score -44970.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44976.941406 Penalty: 1972.238281
	Iteration 25Q: 3 clusters Score -44976.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44976.941406 Penalty: 1972.238281
	Iteration 26F: 3 clusters Score -44976.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Entering Unmasked Estep 
Score: -1489108.750000 Penalty: 1529.804077
	Iteration 0F: 2 clusters Score -1489109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1480506.625000 Penalty: 3059.608154
	Iteration 0F: 3 clusters Score -1480507 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1483401.500000 Penalty: 3059.608154
	Iteration 1F: 3 clusters Score -1483402 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1483710.375000 Penalty: 3059.608154
	Iteration 2F: 3 clusters Score -1483710 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1484002.500000 Penalty: 3059.608154
	Iteration 3Q: 3 clusters Score -1484002 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1484332.250000 Penalty: 3059.608154
	Iteration 4Q: 3 clusters Score -1484332 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1484695.375000 Penalty: 3059.608154
	Iteration 5Q: 3 clusters Score -1484695 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1485119.000000 Penalty: 3059.608154
	Iteration 6F: 3 clusters Score -1485119 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1485550.500000 Penalty: 3059.608154
	Iteration 7F: 3 clusters Score -1485550 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1485986.000000 Penalty: 3059.608154
	Iteration 8F: 3 clusters Score -1485986 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1486344.375000 Penalty: 3059.608154
	Iteration 9Q: 3 clusters Score -1486344 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1486617.000000 Penalty: 3059.608154
	Iteration 10Q: 3 clusters Score -1486617 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1486837.250000 Penalty: 3059.608154
	Iteration 11Q: 3 clusters Score -1486837 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1486991.625000 Penalty: 3059.608154
	Iteration 12Q: 3 clusters Score -1486992 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1487093.375000 Penalty: 3059.608154
	Iteration 13Q: 3 clusters Score -1487093 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1487168.250000 Penalty: 3059.608154
	Iteration 14Q: 3 clusters Score -1487168 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1487221.875000 Penalty: 3059.608154
	Iteration 15Q: 3 clusters Score -1487222 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1487265.625000 Penalty: 3059.608154
	Iteration 16Q: 3 clusters Score -1487266 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1487313.875000 Penalty: 3059.608154
	Iteration 17Q: 3 clusters Score -1487314 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1487355.375000 Penalty: 3059.608154
	Iteration 18Q: 3 clusters Score -1487355 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1487404.750000 Penalty: 3059.608154
	Iteration 19Q: 3 clusters Score -1487405 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1487452.125000 Penalty: 3059.608154
	Iteration 20F: 3 clusters Score -1487452 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1487491.625000 Penalty: 3059.608154
	Iteration 21Q: 3 clusters Score -1487492 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1487532.250000 Penalty: 3059.608154
	Iteration 22Q: 3 clusters Score -1487532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1487553.875000 Penalty: 3059.608154
	Iteration 23Q: 3 clusters Score -1487554 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1487569.750000 Penalty: 3059.608154
	Iteration 24Q: 3 clusters Score -1487570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1487594.750000 Penalty: 3059.608154
	Iteration 25Q: 3 clusters Score -1487595 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1487626.125000 Penalty: 3059.608154
	Iteration 26Q: 3 clusters Score -1487626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1487651.875000 Penalty: 3059.608154
	Iteration 27Q: 3 clusters Score -1487652 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1487688.875000 Penalty: 3059.608154
	Iteration 28Q: 3 clusters Score -1487689 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1487713.375000 Penalty: 3059.608154
	Iteration 29Q: 3 clusters Score -1487713 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1487722.375000 Penalty: 3059.608154
	Iteration 30Q: 3 clusters Score -1487722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1487737.250000 Penalty: 3059.608154
	Iteration 31Q: 3 clusters Score -1487737 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1487751.375000 Penalty: 3059.608154
	Iteration 32Q: 3 clusters Score -1487751 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1487771.625000 Penalty: 3059.608154
	Iteration 33Q: 3 clusters Score -1487772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1487785.125000 Penalty: 3059.608154
	Iteration 34Q: 3 clusters Score -1487785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1487800.500000 Penalty: 3059.608154
	Iteration 35Q: 3 clusters Score -1487800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1487810.875000 Penalty: 3059.608154
	Iteration 36Q: 3 clusters Score -1487811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1487817.500000 Penalty: 3059.608154
	Iteration 37Q: 3 clusters Score -1487818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1487825.875000 Penalty: 3059.608154
	Iteration 38Q: 3 clusters Score -1487826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1487839.625000 Penalty: 3059.608154
	Iteration 39Q: 3 clusters Score -1487840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1487847.250000 Penalty: 3059.608154
	Iteration 40F: 3 clusters Score -1487847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1487857.750000 Penalty: 3059.608154
	Iteration 41Q: 3 clusters Score -1487858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1487867.125000 Penalty: 3059.608154
	Iteration 42Q: 3 clusters Score -1487867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1487871.625000 Penalty: 3059.608154
	Iteration 43Q: 3 clusters Score -1487872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1487874.250000 Penalty: 3059.608154
	Iteration 44Q: 3 clusters Score -1487874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1487876.750000 Penalty: 3059.608154
	Iteration 45Q: 3 clusters Score -1487877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1487876.750000 Penalty: 3059.608154
	Iteration 46Q: 3 clusters Score -1487877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1487887.125000 Penalty: 3059.608154
	Iteration 47Q: 3 clusters Score -1487887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1487887.750000 Penalty: 3059.608154
	Iteration 48Q: 3 clusters Score -1487888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1487893.000000 Penalty: 3059.608154
	Iteration 49Q: 3 clusters Score -1487893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1487896.125000 Penalty: 3059.608154
	Iteration 50Q: 3 clusters Score -1487896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1487895.750000 Penalty: 3059.608154
	Iteration 51Q: 3 clusters Score -1487896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1487898.500000 Penalty: 3059.608154
	Iteration 52Q: 3 clusters Score -1487898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1487903.000000 Penalty: 3059.608154
	Iteration 53Q: 3 clusters Score -1487903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1487904.125000 Penalty: 3059.608154
	Iteration 54Q: 3 clusters Score -1487904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1487907.500000 Penalty: 3059.608154
	Iteration 55Q: 3 clusters Score -1487908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1487906.250000 Penalty: 3059.608154
	Iteration 56Q: 3 clusters Score -1487906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1487914.000000 Penalty: 3059.608154
	Iteration 57Q: 3 clusters Score -1487914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1487917.750000 Penalty: 3059.608154
	Iteration 58Q: 3 clusters Score -1487918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1487926.000000 Penalty: 3059.608154
	Iteration 59Q: 3 clusters Score -1487926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1487933.250000 Penalty: 3059.608154
	Iteration 60F: 3 clusters Score -1487933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1487938.875000 Penalty: 3059.608154
	Iteration 61Q: 3 clusters Score -1487939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1487939.000000 Penalty: 3059.608154
	Iteration 62Q: 3 clusters Score -1487939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1487942.375000 Penalty: 3059.608154
	Iteration 63Q: 3 clusters Score -1487942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1487948.125000 Penalty: 3059.608154
	Iteration 64Q: 3 clusters Score -1487948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1487953.375000 Penalty: 3059.608154
	Iteration 65Q: 3 clusters Score -1487953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1487956.375000 Penalty: 3059.608154
	Iteration 66Q: 3 clusters Score -1487956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1487960.500000 Penalty: 3059.608154
	Iteration 67Q: 3 clusters Score -1487960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1487965.375000 Penalty: 3059.608154
	Iteration 68Q: 3 clusters Score -1487965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1487967.875000 Penalty: 3059.608154
	Iteration 69Q: 3 clusters Score -1487968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1487968.250000 Penalty: 3059.608154
	Iteration 70Q: 3 clusters Score -1487968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1487968.625000 Penalty: 3059.608154
	Iteration 71Q: 3 clusters Score -1487969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1487969.625000 Penalty: 3059.608154
	Iteration 72Q: 3 clusters Score -1487970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1487972.250000 Penalty: 3059.608154
	Iteration 73Q: 3 clusters Score -1487972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1487973.000000 Penalty: 3059.608154
	Iteration 74Q: 3 clusters Score -1487973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1487975.500000 Penalty: 3059.608154
	Iteration 75Q: 3 clusters Score -1487976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1487976.750000 Penalty: 3059.608154
	Iteration 76Q: 3 clusters Score -1487977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1487976.750000 Penalty: 3059.608154
	Iteration 77Q: 3 clusters Score -1487977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1487979.875000 Penalty: 3059.608154
	Iteration 78Q: 3 clusters Score -1487980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1487980.000000 Penalty: 3059.608154
	Iteration 79Q: 3 clusters Score -1487980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1487982.000000 Penalty: 3059.608154
	Iteration 80F: 3 clusters Score -1487982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1487982.875000 Penalty: 3059.608154
	Iteration 81Q: 3 clusters Score -1487983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1487985.500000 Penalty: 3059.608154
	Iteration 82Q: 3 clusters Score -1487986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1487982.125000 Penalty: 3059.608154
	Iteration 83Q: 3 clusters Score -1487982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1487982.875000 Penalty: 3059.608154
	Iteration 84Q: 3 clusters Score -1487983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1487982.625000 Penalty: 3059.608154
	Iteration 85Q: 3 clusters Score -1487983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1487983.625000 Penalty: 3059.608154
	Iteration 86Q: 3 clusters Score -1487984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1487984.000000 Penalty: 3059.608154
	Iteration 87Q: 3 clusters Score -1487984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1487981.125000 Penalty: 3059.608154
	Iteration 88Q: 3 clusters Score -1487981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1487983.875000 Penalty: 3059.608154
	Iteration 89Q: 3 clusters Score -1487984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1487984.375000 Penalty: 3059.608154
	Iteration 90Q: 3 clusters Score -1487984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1487984.125000 Penalty: 3059.608154
	Iteration 91Q: 3 clusters Score -1487984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1487989.250000 Penalty: 3059.608154
	Iteration 92Q: 3 clusters Score -1487989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1487992.125000 Penalty: 3059.608154
	Iteration 93Q: 3 clusters Score -1487992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1487994.500000 Penalty: 3059.608154
	Iteration 94Q: 3 clusters Score -1487994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1487997.250000 Penalty: 3059.608154
	Iteration 95Q: 3 clusters Score -1487997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1487995.250000 Penalty: 3059.608154
	Iteration 96Q: 3 clusters Score -1487995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1487996.000000 Penalty: 3059.608154
	Iteration 97Q: 3 clusters Score -1487996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1487998.750000 Penalty: 3059.608154
	Iteration 98Q: 3 clusters Score -1487999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1488000.625000 Penalty: 3059.608154
	Iteration 99Q: 3 clusters Score -1488001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1487997.125000 Penalty: 3059.608154
	Iteration 100F: 3 clusters Score -1487997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1487998.500000 Penalty: 3059.608154
	Iteration 101Q: 3 clusters Score -1487998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1487998.375000 Penalty: 3059.608154
	Iteration 102Q: 3 clusters Score -1487998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1488003.000000 Penalty: 3059.608154
	Iteration 103Q: 3 clusters Score -1488003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1488000.375000 Penalty: 3059.608154
	Iteration 104Q: 3 clusters Score -1488000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1488001.375000 Penalty: 3059.608154
	Iteration 105Q: 3 clusters Score -1488001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1488001.625000 Penalty: 3059.608154
	Iteration 106Q: 3 clusters Score -1488002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1488004.125000 Penalty: 3059.608154
	Iteration 107Q: 3 clusters Score -1488004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1488004.375000 Penalty: 3059.608154
	Iteration 108Q: 3 clusters Score -1488004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1488001.500000 Penalty: 3059.608154
	Iteration 109Q: 3 clusters Score -1488002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1488007.500000 Penalty: 3059.608154
	Iteration 110Q: 3 clusters Score -1488008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1488008.750000 Penalty: 3059.608154
	Iteration 111Q: 3 clusters Score -1488009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1488013.125000 Penalty: 3059.608154
	Iteration 112Q: 3 clusters Score -1488013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1488015.250000 Penalty: 3059.608154
	Iteration 113Q: 3 clusters Score -1488015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1488015.750000 Penalty: 3059.608154
	Iteration 114Q: 3 clusters Score -1488016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1488022.500000 Penalty: 3059.608154
	Iteration 115Q: 3 clusters Score -1488022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1488022.750000 Penalty: 3059.608154
	Iteration 116Q: 3 clusters Score -1488023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1488025.125000 Penalty: 3059.608154
	Iteration 117Q: 3 clusters Score -1488025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1488026.750000 Penalty: 3059.608154
	Iteration 118Q: 3 clusters Score -1488027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1488023.750000 Penalty: 3059.608154
	Iteration 119Q: 3 clusters Score -1488024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1488027.250000 Penalty: 3059.608154
	Iteration 120F: 3 clusters Score -1488027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1488026.000000 Penalty: 3059.608154
	Iteration 121Q: 3 clusters Score -1488026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1488029.000000 Penalty: 3059.608154
	Iteration 122Q: 3 clusters Score -1488029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1488027.750000 Penalty: 3059.608154
	Iteration 123Q: 3 clusters Score -1488028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1488029.125000 Penalty: 3059.608154
	Iteration 124Q: 3 clusters Score -1488029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1488029.125000 Penalty: 3059.608154
	Iteration 125F: 3 clusters Score -1488029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -66372.960938 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -66372.96 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 316 members 
Entering Unmasked Estep 
Score: -65317.429688 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -65317.43 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65571.773438 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -65571.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65663.265625 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -65663.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65709.007812 Penalty: 2099.977051
	Iteration 3Q: 3 clusters Score -65709.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65729.046875 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -65729.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65746.210938 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -65746.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65755.171875 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -65755.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65777.843750 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -65777.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65786.039062 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -65786.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -65786.500000 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -65786.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65786.898438 Penalty: 2099.977051
	Iteration 10Q: 3 clusters Score -65786.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65786.898438 Penalty: 2099.977051
	Iteration 11F: 3 clusters Score -65786.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -265129.656250 Penalty: 1254.502930
	Iteration 0F: 2 clusters Score -265129.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262874.875000 Penalty: 2509.005859
	Iteration 0F: 3 clusters Score -262874.9 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -263386.062500 Penalty: 2509.005859
	Iteration 1F: 3 clusters Score -263386.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -263577.062500 Penalty: 2509.005859
	Iteration 2F: 3 clusters Score -263577.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -263724.656250 Penalty: 2509.005859
	Iteration 3F: 3 clusters Score -263724.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -263835.906250 Penalty: 2509.005859
	Iteration 4F: 3 clusters Score -263835.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -263907.500000 Penalty: 2509.005859
	Iteration 5Q: 3 clusters Score -263907.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -263962.437500 Penalty: 2509.005859
	Iteration 6Q: 3 clusters Score -263962.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -264021.656250 Penalty: 2509.005859
	Iteration 7Q: 3 clusters Score -264021.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -264063.125000 Penalty: 2509.005859
	Iteration 8Q: 3 clusters Score -264063.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -264098.281250 Penalty: 2509.005859
	Iteration 9Q: 3 clusters Score -264098.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -264119.187500 Penalty: 2509.005859
	Iteration 10Q: 3 clusters Score -264119.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -264137.281250 Penalty: 2509.005859
	Iteration 11Q: 3 clusters Score -264137.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -264159.968750 Penalty: 2509.005859
	Iteration 12Q: 3 clusters Score -264160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -264173.312500 Penalty: 2509.005859
	Iteration 13Q: 3 clusters Score -264173.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -264185.875000 Penalty: 2509.005859
	Iteration 14Q: 3 clusters Score -264185.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -264199.125000 Penalty: 2509.005859
	Iteration 15Q: 3 clusters Score -264199.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -264213.812500 Penalty: 2509.005859
	Iteration 16Q: 3 clusters Score -264213.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -264228.375000 Penalty: 2509.005859
	Iteration 17Q: 3 clusters Score -264228.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -264239.687500 Penalty: 2509.005859
	Iteration 18Q: 3 clusters Score -264239.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -264249.218750 Penalty: 2509.005859
	Iteration 19Q: 3 clusters Score -264249.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -264255.937500 Penalty: 2509.005859
	Iteration 20F: 3 clusters Score -264255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -264259.375000 Penalty: 2509.005859
	Iteration 21Q: 3 clusters Score -264259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -264262.468750 Penalty: 2509.005859
	Iteration 22Q: 3 clusters Score -264262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -264264.656250 Penalty: 2509.005859
	Iteration 23Q: 3 clusters Score -264264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -264265.187500 Penalty: 2509.005859
	Iteration 24Q: 3 clusters Score -264265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -264265.843750 Penalty: 2509.005859
	Iteration 25Q: 3 clusters Score -264265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -264265.843750 Penalty: 2509.005859
	Iteration 26F: 3 clusters Score -264265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Entering Unmasked Estep 
Score: -3384028.250000 Penalty: 1660.158813
	Iteration 0F: 2 clusters Score -3384028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3365640.500000 Penalty: 3320.317627
	Iteration 0F: 3 clusters Score -3365640 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3372628.750000 Penalty: 3320.317627
	Iteration 1F: 3 clusters Score -3372629 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3373122.750000 Penalty: 3320.317627
	Iteration 2Q: 3 clusters Score -3373123 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3373638.000000 Penalty: 3320.317627
	Iteration 3Q: 3 clusters Score -3373638 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3374312.000000 Penalty: 3320.317627
	Iteration 4Q: 3 clusters Score -3374312 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3375193.750000 Penalty: 3320.317627
	Iteration 5F: 3 clusters Score -3375194 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3376222.750000 Penalty: 3320.317627
	Iteration 6F: 3 clusters Score -3376223 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3377365.000000 Penalty: 3320.317627
	Iteration 7F: 3 clusters Score -3377365 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3378397.750000 Penalty: 3320.317627
	Iteration 8F: 3 clusters Score -3378398 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3379123.500000 Penalty: 3320.317627
	Iteration 9Q: 3 clusters Score -3379124 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3379569.500000 Penalty: 3320.317627
	Iteration 10Q: 3 clusters Score -3379570 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3379850.000000 Penalty: 3320.317627
	Iteration 11Q: 3 clusters Score -3379850 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3380011.500000 Penalty: 3320.317627
	Iteration 12Q: 3 clusters Score -3380012 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3380153.500000 Penalty: 3320.317627
	Iteration 13Q: 3 clusters Score -3380154 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3380265.000000 Penalty: 3320.317627
	Iteration 14Q: 3 clusters Score -3380265 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -3380397.000000 Penalty: 3320.317627
	Iteration 15Q: 3 clusters Score -3380397 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3380554.250000 Penalty: 3320.317627
	Iteration 16Q: 3 clusters Score -3380554 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3380669.500000 Penalty: 3320.317627
	Iteration 17Q: 3 clusters Score -3380670 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3380800.500000 Penalty: 3320.317627
	Iteration 18Q: 3 clusters Score -3380800 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3380942.250000 Penalty: 3320.317627
	Iteration 19Q: 3 clusters Score -3380942 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3381074.250000 Penalty: 3320.317627
	Iteration 20F: 3 clusters Score -3381074 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3381226.750000 Penalty: 3320.317627
	Iteration 21Q: 3 clusters Score -3381227 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3381369.000000 Penalty: 3320.317627
	Iteration 22Q: 3 clusters Score -3381369 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -3381489.000000 Penalty: 3320.317627
	Iteration 23Q: 3 clusters Score -3381489 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3381627.250000 Penalty: 3320.317627
	Iteration 24Q: 3 clusters Score -3381627 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3381772.000000 Penalty: 3320.317627
	Iteration 25Q: 3 clusters Score -3381772 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3381920.000000 Penalty: 3320.317627
	Iteration 26Q: 3 clusters Score -3381920 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3382028.500000 Penalty: 3320.317627
	Iteration 27Q: 3 clusters Score -3382028 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3382132.250000 Penalty: 3320.317627
	Iteration 28Q: 3 clusters Score -3382132 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3382221.500000 Penalty: 3320.317627
	Iteration 29Q: 3 clusters Score -3382222 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3382298.250000 Penalty: 3320.317627
	Iteration 30Q: 3 clusters Score -3382298 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3382363.000000 Penalty: 3320.317627
	Iteration 31Q: 3 clusters Score -3382363 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3382403.250000 Penalty: 3320.317627
	Iteration 32Q: 3 clusters Score -3382403 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3382451.250000 Penalty: 3320.317627
	Iteration 33Q: 3 clusters Score -3382451 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3382481.000000 Penalty: 3320.317627
	Iteration 34Q: 3 clusters Score -3382481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3382508.250000 Penalty: 3320.317627
	Iteration 35Q: 3 clusters Score -3382508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3382519.750000 Penalty: 3320.317627
	Iteration 36Q: 3 clusters Score -3382520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3382532.500000 Penalty: 3320.317627
	Iteration 37Q: 3 clusters Score -3382532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3382542.750000 Penalty: 3320.317627
	Iteration 38Q: 3 clusters Score -3382543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3382551.000000 Penalty: 3320.317627
	Iteration 39Q: 3 clusters Score -3382551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3382553.750000 Penalty: 3320.317627
	Iteration 40F: 3 clusters Score -3382554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3382563.000000 Penalty: 3320.317627
	Iteration 41Q: 3 clusters Score -3382563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3382568.000000 Penalty: 3320.317627
	Iteration 42Q: 3 clusters Score -3382568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3382573.750000 Penalty: 3320.317627
	Iteration 43Q: 3 clusters Score -3382574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3382572.500000 Penalty: 3320.317627
	Iteration 44Q: 3 clusters Score -3382572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3382580.250000 Penalty: 3320.317627
	Iteration 45Q: 3 clusters Score -3382580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3382588.250000 Penalty: 3320.317627
	Iteration 46Q: 3 clusters Score -3382588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -3382591.750000 Penalty: 3320.317627
	Iteration 47Q: 3 clusters Score -3382592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3382595.250000 Penalty: 3320.317627
	Iteration 48Q: 3 clusters Score -3382595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3382605.250000 Penalty: 3320.317627
	Iteration 49Q: 3 clusters Score -3382605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3382612.750000 Penalty: 3320.317627
	Iteration 50Q: 3 clusters Score -3382613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3382619.750000 Penalty: 3320.317627
	Iteration 51Q: 3 clusters Score -3382620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3382628.500000 Penalty: 3320.317627
	Iteration 52Q: 3 clusters Score -3382628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3382626.500000 Penalty: 3320.317627
	Iteration 53Q: 3 clusters Score -3382626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3382629.000000 Penalty: 3320.317627
	Iteration 54Q: 3 clusters Score -3382629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3382626.750000 Penalty: 3320.317627
	Iteration 55Q: 3 clusters Score -3382627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3382632.250000 Penalty: 3320.317627
	Iteration 56Q: 3 clusters Score -3382632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3382632.250000 Penalty: 3320.317627
	Iteration 57Q: 3 clusters Score -3382632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3382632.750000 Penalty: 3320.317627
	Iteration 58Q: 3 clusters Score -3382633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3382632.000000 Penalty: 3320.317627
	Iteration 59Q: 3 clusters Score -3382632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3382633.000000 Penalty: 3320.317627
	Iteration 60F: 3 clusters Score -3382633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Entering Unmasked Estep 
Score: -6996039.500000 Penalty: 1774.500610
	Iteration 0F: 2 clusters Score -6996040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -6960699.500000 Penalty: 3549.001221
	Iteration 0F: 3 clusters Score -6960700 nChanged 25990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -6975599.500000 Penalty: 3549.001221
	Iteration 1F: 3 clusters Score -6975600 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -6976168.500000 Penalty: 3549.001221
	Iteration 2Q: 3 clusters Score -6976168 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -6976927.500000 Penalty: 3549.001221
	Iteration 3Q: 3 clusters Score -6976928 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -6977860.000000 Penalty: 3549.001221
	Iteration 4Q: 3 clusters Score -6977860 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -6979162.500000 Penalty: 3549.001221
	Iteration 5Q: 3 clusters Score -6979162 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -6980802.500000 Penalty: 3549.001221
	Iteration 6Q: 3 clusters Score -6980802 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -6982864.500000 Penalty: 3549.001221
	Iteration 7F: 3 clusters Score -6982864 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -6985105.500000 Penalty: 3549.001221
	Iteration 8F: 3 clusters Score -6985106 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -6987215.000000 Penalty: 3549.001221
	Iteration 9F: 3 clusters Score -6987215 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -6988700.000000 Penalty: 3549.001221
	Iteration 10Q: 3 clusters Score -6988700 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -6989517.000000 Penalty: 3549.001221
	Iteration 11Q: 3 clusters Score -6989517 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -6989971.000000 Penalty: 3549.001221
	Iteration 12Q: 3 clusters Score -6989971 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -6990324.000000 Penalty: 3549.001221
	Iteration 13Q: 3 clusters Score -6990324 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -6990629.000000 Penalty: 3549.001221
	Iteration 14Q: 3 clusters Score -6990629 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -6990933.500000 Penalty: 3549.001221
	Iteration 15Q: 3 clusters Score -6990934 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -6991278.500000 Penalty: 3549.001221
	Iteration 16Q: 3 clusters Score -6991278 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -6991651.500000 Penalty: 3549.001221
	Iteration 17Q: 3 clusters Score -6991652 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -6992049.500000 Penalty: 3549.001221
	Iteration 18Q: 3 clusters Score -6992050 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -6992472.000000 Penalty: 3549.001221
	Iteration 19Q: 3 clusters Score -6992472 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -6992885.500000 Penalty: 3549.001221
	Iteration 20F: 3 clusters Score -6992886 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -6993206.500000 Penalty: 3549.001221
	Iteration 21Q: 3 clusters Score -6993206 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -6993517.500000 Penalty: 3549.001221
	Iteration 22Q: 3 clusters Score -6993518 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -6993732.000000 Penalty: 3549.001221
	Iteration 23Q: 3 clusters Score -6993732 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -6993922.500000 Penalty: 3549.001221
	Iteration 24Q: 3 clusters Score -6993922 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -6994093.500000 Penalty: 3549.001221
	Iteration 25Q: 3 clusters Score -6994094 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -6994251.500000 Penalty: 3549.001221
	Iteration 26Q: 3 clusters Score -6994252 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -6994386.000000 Penalty: 3549.001221
	Iteration 27Q: 3 clusters Score -6994386 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -6994489.000000 Penalty: 3549.001221
	Iteration 28Q: 3 clusters Score -6994489 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -6994612.500000 Penalty: 3549.001221
	Iteration 29Q: 3 clusters Score -6994612 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -6994709.000000 Penalty: 3549.001221
	Iteration 30Q: 3 clusters Score -6994709 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -6994805.000000 Penalty: 3549.001221
	Iteration 31Q: 3 clusters Score -6994805 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -6994931.500000 Penalty: 3549.001221
	Iteration 32Q: 3 clusters Score -6994932 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -6994970.500000 Penalty: 3549.001221
	Iteration 33Q: 3 clusters Score -6994970 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -6995065.000000 Penalty: 3549.001221
	Iteration 34Q: 3 clusters Score -6995065 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -6995070.500000 Penalty: 3549.001221
	Iteration 35Q: 3 clusters Score -6995070 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -6995052.000000 Penalty: 3549.001221
	Iteration 36Q: 3 clusters Score -6995052 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -6995092.000000 Penalty: 3549.001221
	Iteration 37Q: 3 clusters Score -6995092 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -6995107.000000 Penalty: 3549.001221
	Iteration 38Q: 3 clusters Score -6995107 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -6995021.500000 Penalty: 3549.001221
	Iteration 39Q: 3 clusters Score -6995022 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -6995234.000000 Penalty: 3549.001221
	Iteration 40F: 3 clusters Score -6995234 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -6995228.000000 Penalty: 3549.001221
	Iteration 41Q: 3 clusters Score -6995228 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -6995261.500000 Penalty: 3549.001221
	Iteration 42Q: 3 clusters Score -6995262 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -6995248.500000 Penalty: 3549.001221
	Iteration 43Q: 3 clusters Score -6995248 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -6995267.000000 Penalty: 3549.001221
	Iteration 44Q: 3 clusters Score -6995267 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -6995294.500000 Penalty: 3549.001221
	Iteration 45Q: 3 clusters Score -6995294 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -6995228.500000 Penalty: 3549.001221
	Iteration 46Q: 3 clusters Score -6995228 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -6995214.000000 Penalty: 3549.001221
	Iteration 47Q: 3 clusters Score -6995214 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -6995236.000000 Penalty: 3549.001221
	Iteration 48Q: 3 clusters Score -6995236 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -6995222.000000 Penalty: 3549.001221
	Iteration 49Q: 3 clusters Score -6995222 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -6995150.500000 Penalty: 3549.001221
	Iteration 50Q: 3 clusters Score -6995150 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -6995120.500000 Penalty: 3549.001221
	Iteration 51Q: 3 clusters Score -6995120 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -6995118.000000 Penalty: 3549.001221
	Iteration 52Q: 3 clusters Score -6995118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -6995128.000000 Penalty: 3549.001221
	Iteration 53Q: 3 clusters Score -6995128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -6995110.500000 Penalty: 3549.001221
	Iteration 54Q: 3 clusters Score -6995110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -6995107.500000 Penalty: 3549.001221
	Iteration 55Q: 3 clusters Score -6995108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -6995087.500000 Penalty: 3549.001221
	Iteration 56Q: 3 clusters Score -6995088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -6995099.000000 Penalty: 3549.001221
	Iteration 57Q: 3 clusters Score -6995099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -6995103.000000 Penalty: 3549.001221
	Iteration 58Q: 3 clusters Score -6995103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -6995085.500000 Penalty: 3549.001221
	Iteration 59Q: 3 clusters Score -6995086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -6995073.500000 Penalty: 3549.001221
	Iteration 60F: 3 clusters Score -6995074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -6995073.500000 Penalty: 3549.001221
	Iteration 61Q: 3 clusters Score -6995074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -6995064.000000 Penalty: 3549.001221
	Iteration 62Q: 3 clusters Score -6995064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -6995057.500000 Penalty: 3549.001221
	Iteration 63Q: 3 clusters Score -6995058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -6995064.000000 Penalty: 3549.001221
	Iteration 64Q: 3 clusters Score -6995064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -6995057.000000 Penalty: 3549.001221
	Iteration 65Q: 3 clusters Score -6995057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -6995051.500000 Penalty: 3549.001221
	Iteration 66Q: 3 clusters Score -6995052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -6995057.000000 Penalty: 3549.001221
	Iteration 67Q: 3 clusters Score -6995057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -6995048.500000 Penalty: 3549.001221
	Iteration 68Q: 3 clusters Score -6995048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6995045.000000 Penalty: 3549.001221
	Iteration 69Q: 3 clusters Score -6995045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -6995032.000000 Penalty: 3549.001221
	Iteration 70Q: 3 clusters Score -6995032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -6995035.500000 Penalty: 3549.001221
	Iteration 71Q: 3 clusters Score -6995036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -6995038.500000 Penalty: 3549.001221
	Iteration 72Q: 3 clusters Score -6995038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -6995037.500000 Penalty: 3549.001221
	Iteration 73Q: 3 clusters Score -6995038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -6995033.500000 Penalty: 3549.001221
	Iteration 74Q: 3 clusters Score -6995034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -6995033.500000 Penalty: 3549.001221
	Iteration 75Q: 3 clusters Score -6995034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -6995029.000000 Penalty: 3549.001221
	Iteration 76Q: 3 clusters Score -6995029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -6995030.000000 Penalty: 3549.001221
	Iteration 77Q: 3 clusters Score -6995030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -6995023.500000 Penalty: 3549.001221
	Iteration 78Q: 3 clusters Score -6995024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -6995021.000000 Penalty: 3549.001221
	Iteration 79Q: 3 clusters Score -6995021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -6995018.500000 Penalty: 3549.001221
	Iteration 80F: 3 clusters Score -6995018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -6995013.500000 Penalty: 3549.001221
	Iteration 81Q: 3 clusters Score -6995014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -6995006.500000 Penalty: 3549.001221
	Iteration 82Q: 3 clusters Score -6995006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -6995009.000000 Penalty: 3549.001221
	Iteration 83Q: 3 clusters Score -6995009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -6995006.000000 Penalty: 3549.001221
	Iteration 84Q: 3 clusters Score -6995006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -6995009.000000 Penalty: 3549.001221
	Iteration 85Q: 3 clusters Score -6995009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -6995001.500000 Penalty: 3549.001221
	Iteration 86Q: 3 clusters Score -6995002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -6994993.500000 Penalty: 3549.001221
	Iteration 87Q: 3 clusters Score -6994994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -6995002.500000 Penalty: 3549.001221
	Iteration 88Q: 3 clusters Score -6995002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -6994993.500000 Penalty: 3549.001221
	Iteration 89Q: 3 clusters Score -6994994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -6994998.500000 Penalty: 3549.001221
	Iteration 90Q: 3 clusters Score -6994998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -6995004.000000 Penalty: 3549.001221
	Iteration 91Q: 3 clusters Score -6995004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -6995005.000000 Penalty: 3549.001221
	Iteration 92Q: 3 clusters Score -6995005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -6995007.500000 Penalty: 3549.001221
	Iteration 93Q: 3 clusters Score -6995008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -6995007.500000 Penalty: 3549.001221
	Iteration 94F: 3 clusters Score -6995008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Entering Unmasked Estep 
Score: -511102.062500 Penalty: 1356.097900
	Iteration 0F: 2 clusters Score -511102.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -507666.468750 Penalty: 2712.195801
	Iteration 0F: 3 clusters Score -507666.5 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -508590.375000 Penalty: 2712.195801
	Iteration 1F: 3 clusters Score -508590.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -508765.250000 Penalty: 2712.195801
	Iteration 2F: 3 clusters Score -508765.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -508869.562500 Penalty: 2712.195801
	Iteration 3F: 3 clusters Score -508869.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -508941.656250 Penalty: 2712.195801
	Iteration 4Q: 3 clusters Score -508941.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -508991.593750 Penalty: 2712.195801
	Iteration 5Q: 3 clusters Score -508991.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -509045.156250 Penalty: 2712.195801
	Iteration 6Q: 3 clusters Score -509045.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -509079.656250 Penalty: 2712.195801
	Iteration 7Q: 3 clusters Score -509079.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -509111.343750 Penalty: 2712.195801
	Iteration 8Q: 3 clusters Score -509111.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -509139.718750 Penalty: 2712.195801
	Iteration 9Q: 3 clusters Score -509139.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -509166.531250 Penalty: 2712.195801
	Iteration 10Q: 3 clusters Score -509166.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -509194.031250 Penalty: 2712.195801
	Iteration 11Q: 3 clusters Score -509194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -509219.812500 Penalty: 2712.195801
	Iteration 12Q: 3 clusters Score -509219.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -509238.250000 Penalty: 2712.195801
	Iteration 13Q: 3 clusters Score -509238.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -509253.750000 Penalty: 2712.195801
	Iteration 14Q: 3 clusters Score -509253.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -509269.625000 Penalty: 2712.195801
	Iteration 15Q: 3 clusters Score -509269.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -509284.187500 Penalty: 2712.195801
	Iteration 16Q: 3 clusters Score -509284.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -509297.187500 Penalty: 2712.195801
	Iteration 17Q: 3 clusters Score -509297.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -509314.656250 Penalty: 2712.195801
	Iteration 18Q: 3 clusters Score -509314.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -509334.843750 Penalty: 2712.195801
	Iteration 19Q: 3 clusters Score -509334.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -509354.093750 Penalty: 2712.195801
	Iteration 20F: 3 clusters Score -509354.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -509372.156250 Penalty: 2712.195801
	Iteration 21Q: 3 clusters Score -509372.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -509396.187500 Penalty: 2712.195801
	Iteration 22Q: 3 clusters Score -509396.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -509423.312500 Penalty: 2712.195801
	Iteration 23Q: 3 clusters Score -509423.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -509450.593750 Penalty: 2712.195801
	Iteration 24Q: 3 clusters Score -509450.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -509482.656250 Penalty: 2712.195801
	Iteration 25Q: 3 clusters Score -509482.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -509515.250000 Penalty: 2712.195801
	Iteration 26Q: 3 clusters Score -509515.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -509544.343750 Penalty: 2712.195801
	Iteration 27Q: 3 clusters Score -509544.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -509573.437500 Penalty: 2712.195801
	Iteration 28Q: 3 clusters Score -509573.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -509598.156250 Penalty: 2712.195801
	Iteration 29Q: 3 clusters Score -509598.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -509631.156250 Penalty: 2712.195801
	Iteration 30Q: 3 clusters Score -509631.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -509656.687500 Penalty: 2712.195801
	Iteration 31Q: 3 clusters Score -509656.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -509673.156250 Penalty: 2712.195801
	Iteration 32Q: 3 clusters Score -509673.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -509693.531250 Penalty: 2712.195801
	Iteration 33Q: 3 clusters Score -509693.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -509711.093750 Penalty: 2712.195801
	Iteration 34Q: 3 clusters Score -509711.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -509727.968750 Penalty: 2712.195801
	Iteration 35Q: 3 clusters Score -509728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -509743.875000 Penalty: 2712.195801
	Iteration 36Q: 3 clusters Score -509743.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -509755.468750 Penalty: 2712.195801
	Iteration 37Q: 3 clusters Score -509755.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -509763.843750 Penalty: 2712.195801
	Iteration 38Q: 3 clusters Score -509763.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -509768.593750 Penalty: 2712.195801
	Iteration 39Q: 3 clusters Score -509768.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -509772.656250 Penalty: 2712.195801
	Iteration 40F: 3 clusters Score -509772.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -509775.250000 Penalty: 2712.195801
	Iteration 41Q: 3 clusters Score -509775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -509777.156250 Penalty: 2712.195801
	Iteration 42Q: 3 clusters Score -509777.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -509780.687500 Penalty: 2712.195801
	Iteration 43Q: 3 clusters Score -509780.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -509782.031250 Penalty: 2712.195801
	Iteration 44Q: 3 clusters Score -509782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -509784.593750 Penalty: 2712.195801
	Iteration 45Q: 3 clusters Score -509784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -509786.000000 Penalty: 2712.195801
	Iteration 46Q: 3 clusters Score -509786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -509789.593750 Penalty: 2712.195801
	Iteration 47Q: 3 clusters Score -509789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -509792.843750 Penalty: 2712.195801
	Iteration 48Q: 3 clusters Score -509792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -509794.312500 Penalty: 2712.195801
	Iteration 49Q: 3 clusters Score -509794.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -509798.531250 Penalty: 2712.195801
	Iteration 50Q: 3 clusters Score -509798.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -509800.968750 Penalty: 2712.195801
	Iteration 51Q: 3 clusters Score -509801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -509803.437500 Penalty: 2712.195801
	Iteration 52Q: 3 clusters Score -509803.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -509806.843750 Penalty: 2712.195801
	Iteration 53Q: 3 clusters Score -509806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -509807.156250 Penalty: 2712.195801
	Iteration 54Q: 3 clusters Score -509807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -509808.906250 Penalty: 2712.195801
	Iteration 55Q: 3 clusters Score -509808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -509811.562500 Penalty: 2712.195801
	Iteration 56Q: 3 clusters Score -509811.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -509813.312500 Penalty: 2712.195801
	Iteration 57Q: 3 clusters Score -509813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -509815.281250 Penalty: 2712.195801
	Iteration 58Q: 3 clusters Score -509815.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -509818.312500 Penalty: 2712.195801
	Iteration 59Q: 3 clusters Score -509818.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -509819.343750 Penalty: 2712.195801
	Iteration 60F: 3 clusters Score -509819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -509821.500000 Penalty: 2712.195801
	Iteration 61Q: 3 clusters Score -509821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -509822.343750 Penalty: 2712.195801
	Iteration 62Q: 3 clusters Score -509822.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -509823.000000 Penalty: 2712.195801
	Iteration 63Q: 3 clusters Score -509823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -509823.156250 Penalty: 2712.195801
	Iteration 64Q: 3 clusters Score -509823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -509823.687500 Penalty: 2712.195801
	Iteration 65Q: 3 clusters Score -509823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -509824.156250 Penalty: 2712.195801
	Iteration 66Q: 3 clusters Score -509824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -509824.156250 Penalty: 2712.195801
	Iteration 67F: 3 clusters Score -509824.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -344701.468750 Penalty: 1296.920532
	Iteration 0F: 2 clusters Score -344701.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -342060.718750 Penalty: 2593.841064
	Iteration 0F: 3 clusters Score -342060.7 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -342742.187500 Penalty: 2593.841064
	Iteration 1F: 3 clusters Score -342742.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -343019.718750 Penalty: 2593.841064
	Iteration 2F: 3 clusters Score -343019.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -343389.250000 Penalty: 2593.841064
	Iteration 3F: 3 clusters Score -343389.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -343757.250000 Penalty: 2593.841064
	Iteration 4F: 3 clusters Score -343757.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -344043.218750 Penalty: 2593.841064
	Iteration 5F: 3 clusters Score -344043.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -344228.875000 Penalty: 2593.841064
	Iteration 6F: 3 clusters Score -344228.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -344316.937500 Penalty: 2593.841064
	Iteration 7Q: 3 clusters Score -344316.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -344365.250000 Penalty: 2593.841064
	Iteration 8Q: 3 clusters Score -344365.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -344401.656250 Penalty: 2593.841064
	Iteration 9Q: 3 clusters Score -344401.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -344418.000000 Penalty: 2593.841064
	Iteration 10Q: 3 clusters Score -344418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -344422.781250 Penalty: 2593.841064
	Iteration 11Q: 3 clusters Score -344422.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -344429.156250 Penalty: 2593.841064
	Iteration 12Q: 3 clusters Score -344429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -344433.250000 Penalty: 2593.841064
	Iteration 13Q: 3 clusters Score -344433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -344435.593750 Penalty: 2593.841064
	Iteration 14Q: 3 clusters Score -344435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -344435.593750 Penalty: 2593.841064
	Iteration 15F: 3 clusters Score -344435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -18630.570312 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -18630.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17962.009766 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -17962.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18152.320312 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -18152.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18249.468750 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -18249.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18299.976562 Penalty: 1826.630249
	Iteration 3Q: 3 clusters Score -18299.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18359.152344 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -18359.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18411.193359 Penalty: 1826.630249
	Iteration 5Q: 3 clusters Score -18411.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18430.041016 Penalty: 1826.630249
	Iteration 6Q: 3 clusters Score -18430.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18444.802734 Penalty: 1826.630249
	Iteration 7Q: 3 clusters Score -18444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18464.937500 Penalty: 1826.630249
	Iteration 8Q: 3 clusters Score -18464.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18480.414062 Penalty: 1826.630249
	Iteration 9Q: 3 clusters Score -18480.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18480.414062 Penalty: 1826.630249
	Iteration 10F: 3 clusters Score -18480.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -220326.640625 Penalty: 1218.206055
	Iteration 0F: 2 clusters Score -220326.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -218339.625000 Penalty: 2436.412109
	Iteration 0F: 3 clusters Score -218339.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -218740.484375 Penalty: 2436.412109
	Iteration 1F: 3 clusters Score -218740.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -218843.531250 Penalty: 2436.412109
	Iteration 2F: 3 clusters Score -218843.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218903.625000 Penalty: 2436.412109
	Iteration 3Q: 3 clusters Score -218903.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -218939.875000 Penalty: 2436.412109
	Iteration 4Q: 3 clusters Score -218939.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -218963.656250 Penalty: 2436.412109
	Iteration 5Q: 3 clusters Score -218963.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -218978.750000 Penalty: 2436.412109
	Iteration 6Q: 3 clusters Score -218978.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -218996.625000 Penalty: 2436.412109
	Iteration 7Q: 3 clusters Score -218996.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219008.812500 Penalty: 2436.412109
	Iteration 8Q: 3 clusters Score -219008.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -219018.140625 Penalty: 2436.412109
	Iteration 9Q: 3 clusters Score -219018.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -219024.187500 Penalty: 2436.412109
	Iteration 10Q: 3 clusters Score -219024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -219028.734375 Penalty: 2436.412109
	Iteration 11Q: 3 clusters Score -219028.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219034.546875 Penalty: 2436.412109
	Iteration 12Q: 3 clusters Score -219034.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -219036.328125 Penalty: 2436.412109
	Iteration 13Q: 3 clusters Score -219036.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -219037.578125 Penalty: 2436.412109
	Iteration 14Q: 3 clusters Score -219037.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -219040.062500 Penalty: 2436.412109
	Iteration 15Q: 3 clusters Score -219040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -219042.640625 Penalty: 2436.412109
	Iteration 16Q: 3 clusters Score -219042.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -219045.015625 Penalty: 2436.412109
	Iteration 17Q: 3 clusters Score -219045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -219046.296875 Penalty: 2436.412109
	Iteration 18Q: 3 clusters Score -219046.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -219048.000000 Penalty: 2436.412109
	Iteration 19Q: 3 clusters Score -219048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -219048.750000 Penalty: 2436.412109
	Iteration 20F: 3 clusters Score -219048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -219049.531250 Penalty: 2436.412109
	Iteration 21Q: 3 clusters Score -219049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -219049.984375 Penalty: 2436.412109
	Iteration 22Q: 3 clusters Score -219050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -219050.265625 Penalty: 2436.412109
	Iteration 23Q: 3 clusters Score -219050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -219050.265625 Penalty: 2436.412109
	Iteration 24F: 3 clusters Score -219050.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Entering Unmasked Estep 
Score: -1150249.000000 Penalty: 1484.555298
	Iteration 0F: 2 clusters Score -1150249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1143556.125000 Penalty: 2969.110596
	Iteration 0F: 3 clusters Score -1143556 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1145638.375000 Penalty: 2969.110596
	Iteration 1F: 3 clusters Score -1145638 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1145860.500000 Penalty: 2969.110596
	Iteration 2F: 3 clusters Score -1145860 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1146010.625000 Penalty: 2969.110596
	Iteration 3Q: 3 clusters Score -1146011 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1146118.625000 Penalty: 2969.110596
	Iteration 4Q: 3 clusters Score -1146119 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1146219.250000 Penalty: 2969.110596
	Iteration 5Q: 3 clusters Score -1146219 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1146334.875000 Penalty: 2969.110596
	Iteration 6Q: 3 clusters Score -1146335 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1146468.750000 Penalty: 2969.110596
	Iteration 7Q: 3 clusters Score -1146469 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1146659.250000 Penalty: 2969.110596
	Iteration 8Q: 3 clusters Score -1146659 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1146931.750000 Penalty: 2969.110596
	Iteration 9Q: 3 clusters Score -1146932 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1147248.875000 Penalty: 2969.110596
	Iteration 10Q: 3 clusters Score -1147249 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1147563.125000 Penalty: 2969.110596
	Iteration 11Q: 3 clusters Score -1147563 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1147909.875000 Penalty: 2969.110596
	Iteration 12Q: 3 clusters Score -1147910 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1148178.375000 Penalty: 2969.110596
	Iteration 13Q: 3 clusters Score -1148178 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1148365.750000 Penalty: 2969.110596
	Iteration 14Q: 3 clusters Score -1148366 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1148500.375000 Penalty: 2969.110596
	Iteration 15Q: 3 clusters Score -1148500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1148600.875000 Penalty: 2969.110596
	Iteration 16Q: 3 clusters Score -1148601 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1148677.875000 Penalty: 2969.110596
	Iteration 17Q: 3 clusters Score -1148678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1148725.375000 Penalty: 2969.110596
	Iteration 18Q: 3 clusters Score -1148725 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1148766.375000 Penalty: 2969.110596
	Iteration 19Q: 3 clusters Score -1148766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1148792.000000 Penalty: 2969.110596
	Iteration 20F: 3 clusters Score -1148792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1148818.250000 Penalty: 2969.110596
	Iteration 21Q: 3 clusters Score -1148818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1148844.625000 Penalty: 2969.110596
	Iteration 22Q: 3 clusters Score -1148845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1148876.000000 Penalty: 2969.110596
	Iteration 23Q: 3 clusters Score -1148876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1148899.125000 Penalty: 2969.110596
	Iteration 24Q: 3 clusters Score -1148899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1148914.625000 Penalty: 2969.110596
	Iteration 25Q: 3 clusters Score -1148915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1148925.625000 Penalty: 2969.110596
	Iteration 26Q: 3 clusters Score -1148926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1148937.000000 Penalty: 2969.110596
	Iteration 27Q: 3 clusters Score -1148937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1148943.125000 Penalty: 2969.110596
	Iteration 28Q: 3 clusters Score -1148943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1148947.750000 Penalty: 2969.110596
	Iteration 29Q: 3 clusters Score -1148948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1148957.875000 Penalty: 2969.110596
	Iteration 30Q: 3 clusters Score -1148958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1148962.625000 Penalty: 2969.110596
	Iteration 31Q: 3 clusters Score -1148963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1148964.000000 Penalty: 2969.110596
	Iteration 32Q: 3 clusters Score -1148964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1148962.625000 Penalty: 2969.110596
	Iteration 33Q: 3 clusters Score -1148963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1148962.625000 Penalty: 2969.110596
	Iteration 34F: 3 clusters Score -1148963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Entering Unmasked Estep 
Score: -10926154.000000 Penalty: 1848.037231
	Iteration 0F: 2 clusters Score -1.092615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -10871426.000000 Penalty: 3696.074463
	Iteration 0F: 3 clusters Score -1.087143e+07 nChanged 41345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -10895136.000000 Penalty: 3696.074463
	Iteration 1F: 3 clusters Score -1.089514e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -10895641.000000 Penalty: 3696.074463
	Iteration 2Q: 3 clusters Score -1.089564e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -10896066.000000 Penalty: 3696.074463
	Iteration 3Q: 3 clusters Score -1.089607e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -10896657.000000 Penalty: 3696.074463
	Iteration 4Q: 3 clusters Score -1.089666e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -10897361.000000 Penalty: 3696.074463
	Iteration 5Q: 3 clusters Score -1.089736e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -10898419.000000 Penalty: 3696.074463
	Iteration 6Q: 3 clusters Score -1.089842e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -10900047.000000 Penalty: 3696.074463
	Iteration 7Q: 3 clusters Score -1.090005e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -10902448.000000 Penalty: 3696.074463
	Iteration 8Q: 3 clusters Score -1.090245e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -10905819.000000 Penalty: 3696.074463
	Iteration 9F: 3 clusters Score -1.090582e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -10909972.000000 Penalty: 3696.074463
	Iteration 10F: 3 clusters Score -1.090997e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -10913696.000000 Penalty: 3696.074463
	Iteration 11F: 3 clusters Score -1.09137e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -10916647.000000 Penalty: 3696.074463
	Iteration 12Q: 3 clusters Score -1.091665e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -10918547.000000 Penalty: 3696.074463
	Iteration 13Q: 3 clusters Score -1.091855e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -10919702.000000 Penalty: 3696.074463
	Iteration 14Q: 3 clusters Score -1.09197e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -10920798.000000 Penalty: 3696.074463
	Iteration 15Q: 3 clusters Score -1.09208e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -10921677.000000 Penalty: 3696.074463
	Iteration 16Q: 3 clusters Score -1.092168e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -10922463.000000 Penalty: 3696.074463
	Iteration 17Q: 3 clusters Score -1.092246e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -10923120.000000 Penalty: 3696.074463
	Iteration 18Q: 3 clusters Score -1.092312e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -10923778.000000 Penalty: 3696.074463
	Iteration 19Q: 3 clusters Score -1.092378e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -10924214.000000 Penalty: 3696.074463
	Iteration 20F: 3 clusters Score -1.092421e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -10924525.000000 Penalty: 3696.074463
	Iteration 21Q: 3 clusters Score -1.092452e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 85412 members 
Entering Unmasked Estep 
Score: -10924612.000000 Penalty: 3696.074463
	Iteration 22Q: 3 clusters Score -1.092461e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -10924622.000000 Penalty: 3696.074463
	Iteration 23Q: 3 clusters Score -1.092462e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 86367 members 
Entering Unmasked Estep 
Score: -10924654.000000 Penalty: 3696.074463
	Iteration 24Q: 3 clusters Score -1.092465e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -10924629.000000 Penalty: 3696.074463
	Iteration 25Q: 3 clusters Score -1.092463e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -10924649.000000 Penalty: 3696.074463
	Iteration 26Q: 3 clusters Score -1.092465e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -10924662.000000 Penalty: 3696.074463
	Iteration 27Q: 3 clusters Score -1.092466e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86691 members 
Entering Unmasked Estep 
Score: -10924663.000000 Penalty: 3696.074463
	Iteration 28Q: 3 clusters Score -1.092466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -10924678.000000 Penalty: 3696.074463
	Iteration 29Q: 3 clusters Score -1.092468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -10924683.000000 Penalty: 3696.074463
	Iteration 30Q: 3 clusters Score -1.092468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -10924691.000000 Penalty: 3696.074463
	Iteration 31Q: 3 clusters Score -1.092469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -10924698.000000 Penalty: 3696.074463
	Iteration 32Q: 3 clusters Score -1.09247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -10924695.000000 Penalty: 3696.074463
	Iteration 33Q: 3 clusters Score -1.09247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -10924696.000000 Penalty: 3696.074463
	Iteration 34Q: 3 clusters Score -1.09247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -10924692.000000 Penalty: 3696.074463
	Iteration 35Q: 3 clusters Score -1.092469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -10924692.000000 Penalty: 3696.074463
	Iteration 36F: 3 clusters Score -1.092469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (85987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Entering Unmasked Estep 
Score: -10628231.000000 Penalty: 1846.317139
	Iteration 0F: 2 clusters Score -1.062823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -10571805.000000 Penalty: 3692.634277
	Iteration 0F: 3 clusters Score -1.05718e+07 nChanged 41093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -10595148.000000 Penalty: 3692.634277
	Iteration 1F: 3 clusters Score -1.059515e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -10595731.000000 Penalty: 3692.634277
	Iteration 2Q: 3 clusters Score -1.059573e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -10596439.000000 Penalty: 3692.634277
	Iteration 3Q: 3 clusters Score -1.059644e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -10597439.000000 Penalty: 3692.634277
	Iteration 4Q: 3 clusters Score -1.059744e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -10599063.000000 Penalty: 3692.634277
	Iteration 5Q: 3 clusters Score -1.059906e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -10601886.000000 Penalty: 3692.634277
	Iteration 6F: 3 clusters Score -1.060189e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -10606459.000000 Penalty: 3692.634277
	Iteration 7F: 3 clusters Score -1.060646e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -10611988.000000 Penalty: 3692.634277
	Iteration 8F: 3 clusters Score -1.061199e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -10616962.000000 Penalty: 3692.634277
	Iteration 9F: 3 clusters Score -1.061696e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -10620081.000000 Penalty: 3692.634277
	Iteration 10F: 3 clusters Score -1.062008e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -10621712.000000 Penalty: 3692.634277
	Iteration 11Q: 3 clusters Score -1.062171e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -10622595.000000 Penalty: 3692.634277
	Iteration 12Q: 3 clusters Score -1.06226e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -10623282.000000 Penalty: 3692.634277
	Iteration 13Q: 3 clusters Score -1.062328e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -10623883.000000 Penalty: 3692.634277
	Iteration 14Q: 3 clusters Score -1.062388e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -10624372.000000 Penalty: 3692.634277
	Iteration 15Q: 3 clusters Score -1.062437e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -10624813.000000 Penalty: 3692.634277
	Iteration 16Q: 3 clusters Score -1.062481e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -10625109.000000 Penalty: 3692.634277
	Iteration 17Q: 3 clusters Score -1.062511e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -10625361.000000 Penalty: 3692.634277
	Iteration 18Q: 3 clusters Score -1.062536e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -10625512.000000 Penalty: 3692.634277
	Iteration 19Q: 3 clusters Score -1.062551e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -10625694.000000 Penalty: 3692.634277
	Iteration 20F: 3 clusters Score -1.062569e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -10625898.000000 Penalty: 3692.634277
	Iteration 21Q: 3 clusters Score -1.06259e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -10626063.000000 Penalty: 3692.634277
	Iteration 22Q: 3 clusters Score -1.062606e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -10626204.000000 Penalty: 3692.634277
	Iteration 23Q: 3 clusters Score -1.06262e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -10626284.000000 Penalty: 3692.634277
	Iteration 24Q: 3 clusters Score -1.062628e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -10626356.000000 Penalty: 3692.634277
	Iteration 25Q: 3 clusters Score -1.062636e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -10626449.000000 Penalty: 3692.634277
	Iteration 26Q: 3 clusters Score -1.062645e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -10626566.000000 Penalty: 3692.634277
	Iteration 27Q: 3 clusters Score -1.062657e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -10626686.000000 Penalty: 3692.634277
	Iteration 28Q: 3 clusters Score -1.062669e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -10626746.000000 Penalty: 3692.634277
	Iteration 29Q: 3 clusters Score -1.062675e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -10626841.000000 Penalty: 3692.634277
	Iteration 30Q: 3 clusters Score -1.062684e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78175 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -10626949.000000 Penalty: 3692.634277
	Iteration 31Q: 3 clusters Score -1.062695e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -10627068.000000 Penalty: 3692.634277
	Iteration 32Q: 3 clusters Score -1.062707e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -10627179.000000 Penalty: 3692.634277
	Iteration 33Q: 3 clusters Score -1.062718e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -10627226.000000 Penalty: 3692.634277
	Iteration 34Q: 3 clusters Score -1.062723e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -10627355.000000 Penalty: 3692.634277
	Iteration 35Q: 3 clusters Score -1.062736e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -10627414.000000 Penalty: 3692.634277
	Iteration 36Q: 3 clusters Score -1.062741e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -10627461.000000 Penalty: 3692.634277
	Iteration 37Q: 3 clusters Score -1.062746e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81201 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -10627515.000000 Penalty: 3692.634277
	Iteration 38Q: 3 clusters Score -1.062752e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -10627561.000000 Penalty: 3692.634277
	Iteration 39Q: 3 clusters Score -1.062756e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -10627603.000000 Penalty: 3692.634277
	Iteration 40F: 3 clusters Score -1.06276e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -10627591.000000 Penalty: 3692.634277
	Iteration 41Q: 3 clusters Score -1.062759e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -10627636.000000 Penalty: 3692.634277
	Iteration 42Q: 3 clusters Score -1.062764e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -10627655.000000 Penalty: 3692.634277
	Iteration 43Q: 3 clusters Score -1.062766e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -10627722.000000 Penalty: 3692.634277
	Iteration 44Q: 3 clusters Score -1.062772e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -10627737.000000 Penalty: 3692.634277
	Iteration 45Q: 3 clusters Score -1.062774e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -10627752.000000 Penalty: 3692.634277
	Iteration 46Q: 3 clusters Score -1.062775e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -10627747.000000 Penalty: 3692.634277
	Iteration 47Q: 3 clusters Score -1.062775e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -10627760.000000 Penalty: 3692.634277
	Iteration 48Q: 3 clusters Score -1.062776e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -10627741.000000 Penalty: 3692.634277
	Iteration 49Q: 3 clusters Score -1.062774e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -10627736.000000 Penalty: 3692.634277
	Iteration 50Q: 3 clusters Score -1.062774e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10627721.000000 Penalty: 3692.634277
	Iteration 51Q: 3 clusters Score -1.062772e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -10627716.000000 Penalty: 3692.634277
	Iteration 52Q: 3 clusters Score -1.062772e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -10627688.000000 Penalty: 3692.634277
	Iteration 53Q: 3 clusters Score -1.062769e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83831 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -10627679.000000 Penalty: 3692.634277
	Iteration 54Q: 3 clusters Score -1.062768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10627674.000000 Penalty: 3692.634277
	Iteration 55Q: 3 clusters Score -1.062767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -10627676.000000 Penalty: 3692.634277
	Iteration 56Q: 3 clusters Score -1.062768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -10627677.000000 Penalty: 3692.634277
	Iteration 57Q: 3 clusters Score -1.062768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -10627674.000000 Penalty: 3692.634277
	Iteration 58Q: 3 clusters Score -1.062767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -10627677.000000 Penalty: 3692.634277
	Iteration 59Q: 3 clusters Score -1.062768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -10627674.000000 Penalty: 3692.634277
	Iteration 60F: 3 clusters Score -1.062767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -10627663.000000 Penalty: 3692.634277
	Iteration 61Q: 3 clusters Score -1.062766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -10627666.000000 Penalty: 3692.634277
	Iteration 62Q: 3 clusters Score -1.062767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10627670.000000 Penalty: 3692.634277
	Iteration 63Q: 3 clusters Score -1.062767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84041 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10627670.000000 Penalty: 3692.634277
	Iteration 64Q: 3 clusters Score -1.062767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -10627663.000000 Penalty: 3692.634277
	Iteration 65Q: 3 clusters Score -1.062766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10627665.000000 Penalty: 3692.634277
	Iteration 66Q: 3 clusters Score -1.062766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -10627656.000000 Penalty: 3692.634277
	Iteration 67Q: 3 clusters Score -1.062766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10627662.000000 Penalty: 3692.634277
	Iteration 68Q: 3 clusters Score -1.062766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10627662.000000 Penalty: 3692.634277
	Iteration 69F: 3 clusters Score -1.062766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -35016.062500 Penalty: 956.491943
	Iteration 0F: 2 clusters Score -35016.06 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 178 members 
Entering Unmasked Estep 
Score: -34120.882812 Penalty: 1912.983887
	Iteration 0F: 3 clusters Score -34120.88 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34305.269531 Penalty: 1912.983887
	Iteration 1F: 3 clusters Score -34305.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34364.042969 Penalty: 1912.983887
	Iteration 2F: 3 clusters Score -34364.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34430.750000 Penalty: 1912.983887
	Iteration 3Q: 3 clusters Score -34430.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34485.929688 Penalty: 1912.983887
	Iteration 4Q: 3 clusters Score -34485.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34507.671875 Penalty: 1912.983887
	Iteration 5Q: 3 clusters Score -34507.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34549.949219 Penalty: 1912.983887
	Iteration 6Q: 3 clusters Score -34549.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34581.015625 Penalty: 1912.983887
	Iteration 7Q: 3 clusters Score -34581.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34620.582031 Penalty: 1912.983887
	Iteration 8Q: 3 clusters Score -34620.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34665.367188 Penalty: 1912.983887
	Iteration 9Q: 3 clusters Score -34665.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34722.613281 Penalty: 1912.983887
	Iteration 10Q: 3 clusters Score -34722.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34741.804688 Penalty: 1912.983887
	Iteration 11Q: 3 clusters Score -34741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34748.031250 Penalty: 1912.983887
	Iteration 12Q: 3 clusters Score -34748.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34776.410156 Penalty: 1912.983887
	Iteration 13Q: 3 clusters Score -34776.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34805.433594 Penalty: 1912.983887
	Iteration 14Q: 3 clusters Score -34805.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34809.121094 Penalty: 1912.983887
	Iteration 15Q: 3 clusters Score -34809.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34809.121094 Penalty: 1912.983887
	Iteration 16F: 3 clusters Score -34809.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Entering Unmasked Estep 
Score: -1223532.125000 Penalty: 1499.675049
	Iteration 0F: 2 clusters Score -1223532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1216231.500000 Penalty: 2999.350098
	Iteration 0F: 3 clusters Score -1216232 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1218600.250000 Penalty: 2999.350098
	Iteration 1F: 3 clusters Score -1218600 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1218831.375000 Penalty: 2999.350098
	Iteration 2F: 3 clusters Score -1218831 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1219000.000000 Penalty: 2999.350098
	Iteration 3Q: 3 clusters Score -1219000 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1219145.000000 Penalty: 2999.350098
	Iteration 4Q: 3 clusters Score -1219145 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1219279.500000 Penalty: 2999.350098
	Iteration 5Q: 3 clusters Score -1219280 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1219392.375000 Penalty: 2999.350098
	Iteration 6Q: 3 clusters Score -1219392 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1219515.125000 Penalty: 2999.350098
	Iteration 7Q: 3 clusters Score -1219515 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1219651.375000 Penalty: 2999.350098
	Iteration 8Q: 3 clusters Score -1219651 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1219788.500000 Penalty: 2999.350098
	Iteration 9Q: 3 clusters Score -1219788 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1219940.875000 Penalty: 2999.350098
	Iteration 10Q: 3 clusters Score -1219941 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1220091.750000 Penalty: 2999.350098
	Iteration 11Q: 3 clusters Score -1220092 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1220231.125000 Penalty: 2999.350098
	Iteration 12Q: 3 clusters Score -1220231 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1220376.125000 Penalty: 2999.350098
	Iteration 13Q: 3 clusters Score -1220376 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1220537.750000 Penalty: 2999.350098
	Iteration 14Q: 3 clusters Score -1220538 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1220681.375000 Penalty: 2999.350098
	Iteration 15Q: 3 clusters Score -1220681 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1220810.125000 Penalty: 2999.350098
	Iteration 16Q: 3 clusters Score -1220810 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1220915.625000 Penalty: 2999.350098
	Iteration 17Q: 3 clusters Score -1220916 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1221002.625000 Penalty: 2999.350098
	Iteration 18Q: 3 clusters Score -1221003 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1221064.500000 Penalty: 2999.350098
	Iteration 19Q: 3 clusters Score -1221064 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1221115.625000 Penalty: 2999.350098
	Iteration 20F: 3 clusters Score -1221116 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1221167.750000 Penalty: 2999.350098
	Iteration 21Q: 3 clusters Score -1221168 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1221219.125000 Penalty: 2999.350098
	Iteration 22Q: 3 clusters Score -1221219 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1221250.375000 Penalty: 2999.350098
	Iteration 23Q: 3 clusters Score -1221250 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1221277.500000 Penalty: 2999.350098
	Iteration 24Q: 3 clusters Score -1221278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1221298.750000 Penalty: 2999.350098
	Iteration 25Q: 3 clusters Score -1221299 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1221321.250000 Penalty: 2999.350098
	Iteration 26Q: 3 clusters Score -1221321 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1221354.375000 Penalty: 2999.350098
	Iteration 27Q: 3 clusters Score -1221354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1221379.000000 Penalty: 2999.350098
	Iteration 28Q: 3 clusters Score -1221379 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1221409.500000 Penalty: 2999.350098
	Iteration 29Q: 3 clusters Score -1221410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1221434.125000 Penalty: 2999.350098
	Iteration 30Q: 3 clusters Score -1221434 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1221457.875000 Penalty: 2999.350098
	Iteration 31Q: 3 clusters Score -1221458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1221475.250000 Penalty: 2999.350098
	Iteration 32Q: 3 clusters Score -1221475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1221497.500000 Penalty: 2999.350098
	Iteration 33Q: 3 clusters Score -1221498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1221513.000000 Penalty: 2999.350098
	Iteration 34Q: 3 clusters Score -1221513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1221525.750000 Penalty: 2999.350098
	Iteration 35Q: 3 clusters Score -1221526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1221544.250000 Penalty: 2999.350098
	Iteration 36Q: 3 clusters Score -1221544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1221554.250000 Penalty: 2999.350098
	Iteration 37Q: 3 clusters Score -1221554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1221567.250000 Penalty: 2999.350098
	Iteration 38Q: 3 clusters Score -1221567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1221583.375000 Penalty: 2999.350098
	Iteration 39Q: 3 clusters Score -1221583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1221598.125000 Penalty: 2999.350098
	Iteration 40F: 3 clusters Score -1221598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1221612.750000 Penalty: 2999.350098
	Iteration 41Q: 3 clusters Score -1221613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1221629.125000 Penalty: 2999.350098
	Iteration 42Q: 3 clusters Score -1221629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1221648.625000 Penalty: 2999.350098
	Iteration 43Q: 3 clusters Score -1221649 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1221660.125000 Penalty: 2999.350098
	Iteration 44Q: 3 clusters Score -1221660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1221674.625000 Penalty: 2999.350098
	Iteration 45Q: 3 clusters Score -1221675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1221686.250000 Penalty: 2999.350098
	Iteration 46Q: 3 clusters Score -1221686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1221697.125000 Penalty: 2999.350098
	Iteration 47Q: 3 clusters Score -1221697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1221710.875000 Penalty: 2999.350098
	Iteration 48Q: 3 clusters Score -1221711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1221721.875000 Penalty: 2999.350098
	Iteration 49Q: 3 clusters Score -1221722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1221736.250000 Penalty: 2999.350098
	Iteration 50Q: 3 clusters Score -1221736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1221749.750000 Penalty: 2999.350098
	Iteration 51Q: 3 clusters Score -1221750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1221762.875000 Penalty: 2999.350098
	Iteration 52Q: 3 clusters Score -1221763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1221772.375000 Penalty: 2999.350098
	Iteration 53Q: 3 clusters Score -1221772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1221781.875000 Penalty: 2999.350098
	Iteration 54Q: 3 clusters Score -1221782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1221791.750000 Penalty: 2999.350098
	Iteration 55Q: 3 clusters Score -1221792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1221807.125000 Penalty: 2999.350098
	Iteration 56Q: 3 clusters Score -1221807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1221817.875000 Penalty: 2999.350098
	Iteration 57Q: 3 clusters Score -1221818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1221828.625000 Penalty: 2999.350098
	Iteration 58Q: 3 clusters Score -1221829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1221839.750000 Penalty: 2999.350098
	Iteration 59Q: 3 clusters Score -1221840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1221845.875000 Penalty: 2999.350098
	Iteration 60F: 3 clusters Score -1221846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1221852.375000 Penalty: 2999.350098
	Iteration 61Q: 3 clusters Score -1221852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1221857.750000 Penalty: 2999.350098
	Iteration 62Q: 3 clusters Score -1221858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1221866.750000 Penalty: 2999.350098
	Iteration 63Q: 3 clusters Score -1221867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1221878.875000 Penalty: 2999.350098
	Iteration 64Q: 3 clusters Score -1221879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1221880.625000 Penalty: 2999.350098
	Iteration 65Q: 3 clusters Score -1221881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1221888.500000 Penalty: 2999.350098
	Iteration 66Q: 3 clusters Score -1221888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1221898.250000 Penalty: 2999.350098
	Iteration 67Q: 3 clusters Score -1221898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1221901.000000 Penalty: 2999.350098
	Iteration 68Q: 3 clusters Score -1221901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1221901.500000 Penalty: 2999.350098
	Iteration 69Q: 3 clusters Score -1221902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1221905.625000 Penalty: 2999.350098
	Iteration 70Q: 3 clusters Score -1221906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1221906.125000 Penalty: 2999.350098
	Iteration 71Q: 3 clusters Score -1221906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1221912.750000 Penalty: 2999.350098
	Iteration 72Q: 3 clusters Score -1221913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1221916.125000 Penalty: 2999.350098
	Iteration 73Q: 3 clusters Score -1221916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1221918.500000 Penalty: 2999.350098
	Iteration 74Q: 3 clusters Score -1221918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1221923.125000 Penalty: 2999.350098
	Iteration 75Q: 3 clusters Score -1221923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1221928.375000 Penalty: 2999.350098
	Iteration 76Q: 3 clusters Score -1221928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1221930.375000 Penalty: 2999.350098
	Iteration 77Q: 3 clusters Score -1221930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1221935.750000 Penalty: 2999.350098
	Iteration 78Q: 3 clusters Score -1221936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1221937.125000 Penalty: 2999.350098
	Iteration 79Q: 3 clusters Score -1221937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1221945.750000 Penalty: 2999.350098
	Iteration 80F: 3 clusters Score -1221946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1221957.625000 Penalty: 2999.350098
	Iteration 81Q: 3 clusters Score -1221958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1221972.000000 Penalty: 2999.350098
	Iteration 82Q: 3 clusters Score -1221972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1221993.375000 Penalty: 2999.350098
	Iteration 83Q: 3 clusters Score -1221993 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1222017.500000 Penalty: 2999.350098
	Iteration 84Q: 3 clusters Score -1222018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1222039.250000 Penalty: 2999.350098
	Iteration 85Q: 3 clusters Score -1222039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1222060.625000 Penalty: 2999.350098
	Iteration 86Q: 3 clusters Score -1222061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1222082.625000 Penalty: 2999.350098
	Iteration 87Q: 3 clusters Score -1222083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1222103.125000 Penalty: 2999.350098
	Iteration 88Q: 3 clusters Score -1222103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1222114.000000 Penalty: 2999.350098
	Iteration 89Q: 3 clusters Score -1222114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1222132.125000 Penalty: 2999.350098
	Iteration 90Q: 3 clusters Score -1222132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1222143.375000 Penalty: 2999.350098
	Iteration 91Q: 3 clusters Score -1222143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1222155.125000 Penalty: 2999.350098
	Iteration 92Q: 3 clusters Score -1222155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1222164.375000 Penalty: 2999.350098
	Iteration 93Q: 3 clusters Score -1222164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1222168.375000 Penalty: 2999.350098
	Iteration 94Q: 3 clusters Score -1222168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1222170.625000 Penalty: 2999.350098
	Iteration 95Q: 3 clusters Score -1222171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1222180.125000 Penalty: 2999.350098
	Iteration 96Q: 3 clusters Score -1222180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1222183.875000 Penalty: 2999.350098
	Iteration 97Q: 3 clusters Score -1222184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1222189.000000 Penalty: 2999.350098
	Iteration 98Q: 3 clusters Score -1222189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1222196.625000 Penalty: 2999.350098
	Iteration 99Q: 3 clusters Score -1222197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1222198.000000 Penalty: 2999.350098
	Iteration 100F: 3 clusters Score -1222198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1222203.875000 Penalty: 2999.350098
	Iteration 101Q: 3 clusters Score -1222204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1222212.250000 Penalty: 2999.350098
	Iteration 102Q: 3 clusters Score -1222212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1222213.375000 Penalty: 2999.350098
	Iteration 103Q: 3 clusters Score -1222213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1222216.000000 Penalty: 2999.350098
	Iteration 104Q: 3 clusters Score -1222216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1222218.125000 Penalty: 2999.350098
	Iteration 105Q: 3 clusters Score -1222218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1222221.625000 Penalty: 2999.350098
	Iteration 106Q: 3 clusters Score -1222222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1222219.250000 Penalty: 2999.350098
	Iteration 107Q: 3 clusters Score -1222219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1222221.250000 Penalty: 2999.350098
	Iteration 108Q: 3 clusters Score -1222221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1222224.250000 Penalty: 2999.350098
	Iteration 109Q: 3 clusters Score -1222224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1222222.000000 Penalty: 2999.350098
	Iteration 110Q: 3 clusters Score -1222222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1222226.750000 Penalty: 2999.350098
	Iteration 111Q: 3 clusters Score -1222227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1222227.750000 Penalty: 2999.350098
	Iteration 112Q: 3 clusters Score -1222228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1222228.000000 Penalty: 2999.350098
	Iteration 113Q: 3 clusters Score -1222228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1222227.625000 Penalty: 2999.350098
	Iteration 114Q: 3 clusters Score -1222228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1222230.625000 Penalty: 2999.350098
	Iteration 115Q: 3 clusters Score -1222231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1222234.500000 Penalty: 2999.350098
	Iteration 116Q: 3 clusters Score -1222234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1222236.625000 Penalty: 2999.350098
	Iteration 117Q: 3 clusters Score -1222237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1222236.500000 Penalty: 2999.350098
	Iteration 118Q: 3 clusters Score -1222236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1222236.125000 Penalty: 2999.350098
	Iteration 119Q: 3 clusters Score -1222236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1222239.875000 Penalty: 2999.350098
	Iteration 120F: 3 clusters Score -1222240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1222240.750000 Penalty: 2999.350098
	Iteration 121Q: 3 clusters Score -1222241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1222245.125000 Penalty: 2999.350098
	Iteration 122Q: 3 clusters Score -1222245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1222251.250000 Penalty: 2999.350098
	Iteration 123Q: 3 clusters Score -1222251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1222259.500000 Penalty: 2999.350098
	Iteration 124Q: 3 clusters Score -1222260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1222271.500000 Penalty: 2999.350098
	Iteration 125Q: 3 clusters Score -1222272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1222279.750000 Penalty: 2999.350098
	Iteration 126Q: 3 clusters Score -1222280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1222282.625000 Penalty: 2999.350098
	Iteration 127Q: 3 clusters Score -1222283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1222293.500000 Penalty: 2999.350098
	Iteration 128Q: 3 clusters Score -1222294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1222303.375000 Penalty: 2999.350098
	Iteration 129Q: 3 clusters Score -1222303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1222310.375000 Penalty: 2999.350098
	Iteration 130Q: 3 clusters Score -1222310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1222314.875000 Penalty: 2999.350098
	Iteration 131Q: 3 clusters Score -1222315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1222319.250000 Penalty: 2999.350098
	Iteration 132Q: 3 clusters Score -1222319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1222319.375000 Penalty: 2999.350098
	Iteration 133Q: 3 clusters Score -1222319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1222320.875000 Penalty: 2999.350098
	Iteration 134Q: 3 clusters Score -1222321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1222322.250000 Penalty: 2999.350098
	Iteration 135Q: 3 clusters Score -1222322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1222320.750000 Penalty: 2999.350098
	Iteration 136Q: 3 clusters Score -1222321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1222324.000000 Penalty: 2999.350098
	Iteration 137Q: 3 clusters Score -1222324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1222325.250000 Penalty: 2999.350098
	Iteration 138Q: 3 clusters Score -1222325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1222325.250000 Penalty: 2999.350098
	Iteration 139F: 3 clusters Score -1222325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -194418.281250 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -194418.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -192435.562500 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -192435.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -192842.312500 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -192842.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -192945.625000 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -192945.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -193011.718750 Penalty: 2421.653564
	Iteration 3Q: 3 clusters Score -193011.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -193054.140625 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -193054.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -193087.546875 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -193087.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -193112.796875 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -193112.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -193138.843750 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -193138.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -193159.562500 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -193159.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -193173.828125 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -193173.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -193183.265625 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -193183.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -193192.687500 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -193192.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -193203.343750 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -193203.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -193218.140625 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -193218.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -193228.703125 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -193228.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -193242.640625 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -193242.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -193247.312500 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -193247.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -193255.187500 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -193255.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -193266.703125 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -193266.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -193274.859375 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -193274.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -193281.328125 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -193281.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -193283.890625 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -193283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -193289.265625 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -193289.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -193295.937500 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -193295.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -193302.500000 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -193302.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -193306.734375 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -193306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -193307.828125 Penalty: 2421.653564
	Iteration 26Q: 3 clusters Score -193307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -193308.828125 Penalty: 2421.653564
	Iteration 27Q: 3 clusters Score -193308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -193310.875000 Penalty: 2421.653564
	Iteration 28Q: 3 clusters Score -193310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -193312.359375 Penalty: 2421.653564
	Iteration 29Q: 3 clusters Score -193312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -193314.578125 Penalty: 2421.653564
	Iteration 30Q: 3 clusters Score -193314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -193317.921875 Penalty: 2421.653564
	Iteration 31Q: 3 clusters Score -193317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -193321.046875 Penalty: 2421.653564
	Iteration 32Q: 3 clusters Score -193321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -193323.671875 Penalty: 2421.653564
	Iteration 33Q: 3 clusters Score -193323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -193324.218750 Penalty: 2421.653564
	Iteration 34Q: 3 clusters Score -193324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -193327.265625 Penalty: 2421.653564
	Iteration 35Q: 3 clusters Score -193327.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -193331.171875 Penalty: 2421.653564
	Iteration 36Q: 3 clusters Score -193331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -193331.687500 Penalty: 2421.653564
	Iteration 37Q: 3 clusters Score -193331.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -193331.953125 Penalty: 2421.653564
	Iteration 38Q: 3 clusters Score -193332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -193331.953125 Penalty: 2421.653564
	Iteration 39F: 3 clusters Score -193332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -195396.453125 Penalty: 1208.066895
	Iteration 0F: 2 clusters Score -195396.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -193502.718750 Penalty: 2416.133789
	Iteration 0F: 3 clusters Score -193502.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -193946.156250 Penalty: 2416.133789
	Iteration 1F: 3 clusters Score -193946.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -194074.703125 Penalty: 2416.133789
	Iteration 2F: 3 clusters Score -194074.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -194143.875000 Penalty: 2416.133789
	Iteration 3F: 3 clusters Score -194143.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -194198.406250 Penalty: 2416.133789
	Iteration 4Q: 3 clusters Score -194198.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -194247.718750 Penalty: 2416.133789
	Iteration 5Q: 3 clusters Score -194247.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -194297.218750 Penalty: 2416.133789
	Iteration 6Q: 3 clusters Score -194297.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -194342.765625 Penalty: 2416.133789
	Iteration 7Q: 3 clusters Score -194342.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194383.734375 Penalty: 2416.133789
	Iteration 8Q: 3 clusters Score -194383.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -194428.531250 Penalty: 2416.133789
	Iteration 9Q: 3 clusters Score -194428.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -194479.359375 Penalty: 2416.133789
	Iteration 10Q: 3 clusters Score -194479.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -194529.828125 Penalty: 2416.133789
	Iteration 11Q: 3 clusters Score -194529.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -194571.312500 Penalty: 2416.133789
	Iteration 12Q: 3 clusters Score -194571.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -194636.046875 Penalty: 2416.133789
	Iteration 13Q: 3 clusters Score -194636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -194691.671875 Penalty: 2416.133789
	Iteration 14Q: 3 clusters Score -194691.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194736.390625 Penalty: 2416.133789
	Iteration 15Q: 3 clusters Score -194736.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194780.515625 Penalty: 2416.133789
	Iteration 16Q: 3 clusters Score -194780.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -194813.859375 Penalty: 2416.133789
	Iteration 17Q: 3 clusters Score -194813.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -194832.890625 Penalty: 2416.133789
	Iteration 18Q: 3 clusters Score -194832.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -194852.968750 Penalty: 2416.133789
	Iteration 19Q: 3 clusters Score -194853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -194865.687500 Penalty: 2416.133789
	Iteration 20F: 3 clusters Score -194865.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -194874.468750 Penalty: 2416.133789
	Iteration 21Q: 3 clusters Score -194874.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -194879.312500 Penalty: 2416.133789
	Iteration 22Q: 3 clusters Score -194879.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -194887.453125 Penalty: 2416.133789
	Iteration 23Q: 3 clusters Score -194887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -194896.546875 Penalty: 2416.133789
	Iteration 24Q: 3 clusters Score -194896.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -194910.187500 Penalty: 2416.133789
	Iteration 25Q: 3 clusters Score -194910.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -194918.484375 Penalty: 2416.133789
	Iteration 26Q: 3 clusters Score -194918.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -194926.484375 Penalty: 2416.133789
	Iteration 27Q: 3 clusters Score -194926.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -194931.812500 Penalty: 2416.133789
	Iteration 28Q: 3 clusters Score -194931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -194936.265625 Penalty: 2416.133789
	Iteration 29Q: 3 clusters Score -194936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -194938.812500 Penalty: 2416.133789
	Iteration 30Q: 3 clusters Score -194938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -194941.031250 Penalty: 2416.133789
	Iteration 31Q: 3 clusters Score -194941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -194947.187500 Penalty: 2416.133789
	Iteration 32Q: 3 clusters Score -194947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -194951.000000 Penalty: 2416.133789
	Iteration 33Q: 3 clusters Score -194951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -194956.953125 Penalty: 2416.133789
	Iteration 34Q: 3 clusters Score -194957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -194960.687500 Penalty: 2416.133789
	Iteration 35Q: 3 clusters Score -194960.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -194962.515625 Penalty: 2416.133789
	Iteration 36Q: 3 clusters Score -194962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -194962.796875 Penalty: 2416.133789
	Iteration 37Q: 3 clusters Score -194962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -194963.703125 Penalty: 2416.133789
	Iteration 38Q: 3 clusters Score -194963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -194966.078125 Penalty: 2416.133789
	Iteration 39Q: 3 clusters Score -194966.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -194969.906250 Penalty: 2416.133789
	Iteration 40F: 3 clusters Score -194969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -194971.359375 Penalty: 2416.133789
	Iteration 41Q: 3 clusters Score -194971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -194971.359375 Penalty: 2416.133789
	Iteration 42F: 3 clusters Score -194971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -827177.875000 Penalty: 1434.868164
	Iteration 0F: 2 clusters Score -827177.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -821998.500000 Penalty: 2869.736328
	Iteration 0F: 3 clusters Score -821998.5 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -823558.000000 Penalty: 2869.736328
	Iteration 1F: 3 clusters Score -823558 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -823834.562500 Penalty: 2869.736328
	Iteration 2F: 3 clusters Score -823834.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -824072.937500 Penalty: 2869.736328
	Iteration 3F: 3 clusters Score -824072.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -824303.875000 Penalty: 2869.736328
	Iteration 4F: 3 clusters Score -824303.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -824506.062500 Penalty: 2869.736328
	Iteration 5F: 3 clusters Score -824506.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -824659.125000 Penalty: 2869.736328
	Iteration 6Q: 3 clusters Score -824659.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -824802.125000 Penalty: 2869.736328
	Iteration 7Q: 3 clusters Score -824802.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -824931.312500 Penalty: 2869.736328
	Iteration 8Q: 3 clusters Score -824931.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -825044.812500 Penalty: 2869.736328
	Iteration 9Q: 3 clusters Score -825044.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -825132.875000 Penalty: 2869.736328
	Iteration 10Q: 3 clusters Score -825132.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -825202.750000 Penalty: 2869.736328
	Iteration 11Q: 3 clusters Score -825202.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -825270.937500 Penalty: 2869.736328
	Iteration 12Q: 3 clusters Score -825270.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -825330.687500 Penalty: 2869.736328
	Iteration 13Q: 3 clusters Score -825330.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -825402.000000 Penalty: 2869.736328
	Iteration 14Q: 3 clusters Score -825402 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -825465.750000 Penalty: 2869.736328
	Iteration 15Q: 3 clusters Score -825465.8 nChanged 119
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: -825520.187500 Penalty: 2869.736328
	Iteration 16Q: 3 clusters Score -825520.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -825569.625000 Penalty: 2869.736328
	Iteration 17Q: 3 clusters Score -825569.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -825594.437500 Penalty: 2869.736328
	Iteration 18Q: 3 clusters Score -825594.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -825609.312500 Penalty: 2869.736328
	Iteration 19Q: 3 clusters Score -825609.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -825621.312500 Penalty: 2869.736328
	Iteration 20F: 3 clusters Score -825621.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -825632.687500 Penalty: 2869.736328
	Iteration 21Q: 3 clusters Score -825632.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -825643.562500 Penalty: 2869.736328
	Iteration 22Q: 3 clusters Score -825643.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -825659.875000 Penalty: 2869.736328
	Iteration 23Q: 3 clusters Score -825659.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -825670.000000 Penalty: 2869.736328
	Iteration 24Q: 3 clusters Score -825670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -825682.000000 Penalty: 2869.736328
	Iteration 25Q: 3 clusters Score -825682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -825704.125000 Penalty: 2869.736328
	Iteration 26Q: 3 clusters Score -825704.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -825725.625000 Penalty: 2869.736328
	Iteration 27Q: 3 clusters Score -825725.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -825741.812500 Penalty: 2869.736328
	Iteration 28Q: 3 clusters Score -825741.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -825760.000000 Penalty: 2869.736328
	Iteration 29Q: 3 clusters Score -825760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -825782.312500 Penalty: 2869.736328
	Iteration 30Q: 3 clusters Score -825782.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -825794.187500 Penalty: 2869.736328
	Iteration 31Q: 3 clusters Score -825794.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -825815.687500 Penalty: 2869.736328
	Iteration 32Q: 3 clusters Score -825815.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -825842.125000 Penalty: 2869.736328
	Iteration 33Q: 3 clusters Score -825842.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -825869.437500 Penalty: 2869.736328
	Iteration 34Q: 3 clusters Score -825869.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -825904.187500 Penalty: 2869.736328
	Iteration 35Q: 3 clusters Score -825904.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -825931.062500 Penalty: 2869.736328
	Iteration 36Q: 3 clusters Score -825931.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -825960.625000 Penalty: 2869.736328
	Iteration 37Q: 3 clusters Score -825960.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -825981.312500 Penalty: 2869.736328
	Iteration 38Q: 3 clusters Score -825981.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -826002.187500 Penalty: 2869.736328
	Iteration 39Q: 3 clusters Score -826002.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -826016.500000 Penalty: 2869.736328
	Iteration 40F: 3 clusters Score -826016.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -826030.000000 Penalty: 2869.736328
	Iteration 41Q: 3 clusters Score -826030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -826040.375000 Penalty: 2869.736328
	Iteration 42Q: 3 clusters Score -826040.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -826046.250000 Penalty: 2869.736328
	Iteration 43Q: 3 clusters Score -826046.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -826055.500000 Penalty: 2869.736328
	Iteration 44Q: 3 clusters Score -826055.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -826063.937500 Penalty: 2869.736328
	Iteration 45Q: 3 clusters Score -826063.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -826071.125000 Penalty: 2869.736328
	Iteration 46Q: 3 clusters Score -826071.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -826075.187500 Penalty: 2869.736328
	Iteration 47Q: 3 clusters Score -826075.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -826081.250000 Penalty: 2869.736328
	Iteration 48Q: 3 clusters Score -826081.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -826087.125000 Penalty: 2869.736328
	Iteration 49Q: 3 clusters Score -826087.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -826092.125000 Penalty: 2869.736328
	Iteration 50Q: 3 clusters Score -826092.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -826099.500000 Penalty: 2869.736328
	Iteration 51Q: 3 clusters Score -826099.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -826104.187500 Penalty: 2869.736328
	Iteration 52Q: 3 clusters Score -826104.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -826106.812500 Penalty: 2869.736328
	Iteration 53Q: 3 clusters Score -826106.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -826111.062500 Penalty: 2869.736328
	Iteration 54Q: 3 clusters Score -826111.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -826114.125000 Penalty: 2869.736328
	Iteration 55Q: 3 clusters Score -826114.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -826114.875000 Penalty: 2869.736328
	Iteration 56Q: 3 clusters Score -826114.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -826117.562500 Penalty: 2869.736328
	Iteration 57Q: 3 clusters Score -826117.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -826119.625000 Penalty: 2869.736328
	Iteration 58Q: 3 clusters Score -826119.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -826122.750000 Penalty: 2869.736328
	Iteration 59Q: 3 clusters Score -826122.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -826127.000000 Penalty: 2869.736328
	Iteration 60F: 3 clusters Score -826127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -826126.625000 Penalty: 2869.736328
	Iteration 61Q: 3 clusters Score -826126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -826132.625000 Penalty: 2869.736328
	Iteration 62Q: 3 clusters Score -826132.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -826136.000000 Penalty: 2869.736328
	Iteration 63Q: 3 clusters Score -826136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -826137.250000 Penalty: 2869.736328
	Iteration 64Q: 3 clusters Score -826137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -826137.875000 Penalty: 2869.736328
	Iteration 65Q: 3 clusters Score -826137.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -826139.312500 Penalty: 2869.736328
	Iteration 66Q: 3 clusters Score -826139.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -826140.250000 Penalty: 2869.736328
	Iteration 67Q: 3 clusters Score -826140.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -826140.750000 Penalty: 2869.736328
	Iteration 68Q: 3 clusters Score -826140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -826141.937500 Penalty: 2869.736328
	Iteration 69Q: 3 clusters Score -826141.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -826145.500000 Penalty: 2869.736328
	Iteration 70Q: 3 clusters Score -826145.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -826145.062500 Penalty: 2869.736328
	Iteration 71Q: 3 clusters Score -826145.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -826151.250000 Penalty: 2869.736328
	Iteration 72Q: 3 clusters Score -826151.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -826156.812500 Penalty: 2869.736328
	Iteration 73Q: 3 clusters Score -826156.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -826161.125000 Penalty: 2869.736328
	Iteration 74Q: 3 clusters Score -826161.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -826166.187500 Penalty: 2869.736328
	Iteration 75Q: 3 clusters Score -826166.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -826174.687500 Penalty: 2869.736328
	Iteration 76Q: 3 clusters Score -826174.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -826176.500000 Penalty: 2869.736328
	Iteration 77Q: 3 clusters Score -826176.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -826179.625000 Penalty: 2869.736328
	Iteration 78Q: 3 clusters Score -826179.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -826184.250000 Penalty: 2869.736328
	Iteration 79Q: 3 clusters Score -826184.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -826189.250000 Penalty: 2869.736328
	Iteration 80F: 3 clusters Score -826189.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -826194.812500 Penalty: 2869.736328
	Iteration 81Q: 3 clusters Score -826194.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -826199.562500 Penalty: 2869.736328
	Iteration 82Q: 3 clusters Score -826199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -826202.375000 Penalty: 2869.736328
	Iteration 83Q: 3 clusters Score -826202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -826206.375000 Penalty: 2869.736328
	Iteration 84Q: 3 clusters Score -826206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -826205.812500 Penalty: 2869.736328
	Iteration 85Q: 3 clusters Score -826205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -826207.062500 Penalty: 2869.736328
	Iteration 86Q: 3 clusters Score -826207.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -826209.437500 Penalty: 2869.736328
	Iteration 87Q: 3 clusters Score -826209.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -826210.000000 Penalty: 2869.736328
	Iteration 88Q: 3 clusters Score -826210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -826213.812500 Penalty: 2869.736328
	Iteration 89Q: 3 clusters Score -826213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -826214.937500 Penalty: 2869.736328
	Iteration 90Q: 3 clusters Score -826214.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -826213.750000 Penalty: 2869.736328
	Iteration 91Q: 3 clusters Score -826213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -826216.375000 Penalty: 2869.736328
	Iteration 92Q: 3 clusters Score -826216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -826217.125000 Penalty: 2869.736328
	Iteration 93Q: 3 clusters Score -826217.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -826217.125000 Penalty: 2869.736328
	Iteration 94F: 3 clusters Score -826217.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -131874.796875 Penalty: 1146.067139
	Iteration 0F: 2 clusters Score -131874.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130285.960938 Penalty: 2292.134277
	Iteration 0F: 3 clusters Score -130286 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -130538.312500 Penalty: 2292.134277
	Iteration 1F: 3 clusters Score -130538.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -130631.523438 Penalty: 2292.134277
	Iteration 2F: 3 clusters Score -130631.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -130679.984375 Penalty: 2292.134277
	Iteration 3F: 3 clusters Score -130680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -130720.085938 Penalty: 2292.134277
	Iteration 4Q: 3 clusters Score -130720.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130748.593750 Penalty: 2292.134277
	Iteration 5Q: 3 clusters Score -130748.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130774.007812 Penalty: 2292.134277
	Iteration 6Q: 3 clusters Score -130774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -130789.023438 Penalty: 2292.134277
	Iteration 7Q: 3 clusters Score -130789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -130809.992188 Penalty: 2292.134277
	Iteration 8Q: 3 clusters Score -130810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -130835.796875 Penalty: 2292.134277
	Iteration 9Q: 3 clusters Score -130835.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -130856.054688 Penalty: 2292.134277
	Iteration 10Q: 3 clusters Score -130856.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -130884.734375 Penalty: 2292.134277
	Iteration 11Q: 3 clusters Score -130884.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -130913.156250 Penalty: 2292.134277
	Iteration 12Q: 3 clusters Score -130913.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -130937.414062 Penalty: 2292.134277
	Iteration 13Q: 3 clusters Score -130937.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -130948.765625 Penalty: 2292.134277
	Iteration 14Q: 3 clusters Score -130948.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -130963.546875 Penalty: 2292.134277
	Iteration 15Q: 3 clusters Score -130963.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -130984.351562 Penalty: 2292.134277
	Iteration 16Q: 3 clusters Score -130984.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -131009.968750 Penalty: 2292.134277
	Iteration 17Q: 3 clusters Score -131010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -131030.789062 Penalty: 2292.134277
	Iteration 18Q: 3 clusters Score -131030.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -131053.828125 Penalty: 2292.134277
	Iteration 19Q: 3 clusters Score -131053.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -131074.125000 Penalty: 2292.134277
	Iteration 20F: 3 clusters Score -131074.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -131089.140625 Penalty: 2292.134277
	Iteration 21Q: 3 clusters Score -131089.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -131100.890625 Penalty: 2292.134277
	Iteration 22Q: 3 clusters Score -131100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131108.656250 Penalty: 2292.134277
	Iteration 23Q: 3 clusters Score -131108.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -131123.234375 Penalty: 2292.134277
	Iteration 24Q: 3 clusters Score -131123.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -131139.718750 Penalty: 2292.134277
	Iteration 25Q: 3 clusters Score -131139.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -131156.359375 Penalty: 2292.134277
	Iteration 26Q: 3 clusters Score -131156.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131169.406250 Penalty: 2292.134277
	Iteration 27Q: 3 clusters Score -131169.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -131177.593750 Penalty: 2292.134277
	Iteration 28Q: 3 clusters Score -131177.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -131189.562500 Penalty: 2292.134277
	Iteration 29Q: 3 clusters Score -131189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -131194.968750 Penalty: 2292.134277
	Iteration 30Q: 3 clusters Score -131195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -131199.703125 Penalty: 2292.134277
	Iteration 31Q: 3 clusters Score -131199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -131201.968750 Penalty: 2292.134277
	Iteration 32Q: 3 clusters Score -131202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -131202.531250 Penalty: 2292.134277
	Iteration 33Q: 3 clusters Score -131202.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -131202.531250 Penalty: 2292.134277
	Iteration 34F: 3 clusters Score -131202.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -12699.795898 Penalty: 820.601624
	Iteration 0F: 2 clusters Score -12699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12057.929688 Penalty: 1641.203247
	Iteration 0F: 3 clusters Score -12057.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12130.924805 Penalty: 1641.203247
	Iteration 1F: 3 clusters Score -12130.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12159.839844 Penalty: 1641.203247
	Iteration 2F: 3 clusters Score -12159.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12187.665039 Penalty: 1641.203247
	Iteration 3Q: 3 clusters Score -12187.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12196.494141 Penalty: 1641.203247
	Iteration 4Q: 3 clusters Score -12196.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12197.032227 Penalty: 1641.203247
	Iteration 5Q: 3 clusters Score -12197.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12198.876953 Penalty: 1641.203247
	Iteration 6Q: 3 clusters Score -12198.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12200.630859 Penalty: 1641.203247
	Iteration 7Q: 3 clusters Score -12200.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12201.316406 Penalty: 1641.203247
	Iteration 8Q: 3 clusters Score -12201.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12201.316406 Penalty: 1641.203247
	Iteration 9F: 3 clusters Score -12201.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Entering Unmasked Estep 
Score: -310459.031250 Penalty: 1280.998779
	Iteration 0F: 2 clusters Score -310459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -308032.281250 Penalty: 2561.997559
	Iteration 0F: 3 clusters Score -308032.3 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -308654.093750 Penalty: 2561.997559
	Iteration 1F: 3 clusters Score -308654.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -308879.343750 Penalty: 2561.997559
	Iteration 2F: 3 clusters Score -308879.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -309028.406250 Penalty: 2561.997559
	Iteration 3F: 3 clusters Score -309028.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -309123.562500 Penalty: 2561.997559
	Iteration 4F: 3 clusters Score -309123.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -309190.062500 Penalty: 2561.997559
	Iteration 5Q: 3 clusters Score -309190.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -309270.437500 Penalty: 2561.997559
	Iteration 6Q: 3 clusters Score -309270.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -309341.906250 Penalty: 2561.997559
	Iteration 7Q: 3 clusters Score -309341.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -309395.906250 Penalty: 2561.997559
	Iteration 8Q: 3 clusters Score -309395.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -309434.906250 Penalty: 2561.997559
	Iteration 9Q: 3 clusters Score -309434.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -309470.593750 Penalty: 2561.997559
	Iteration 10Q: 3 clusters Score -309470.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -309493.437500 Penalty: 2561.997559
	Iteration 11Q: 3 clusters Score -309493.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -309511.156250 Penalty: 2561.997559
	Iteration 12Q: 3 clusters Score -309511.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -309525.156250 Penalty: 2561.997559
	Iteration 13Q: 3 clusters Score -309525.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -309535.406250 Penalty: 2561.997559
	Iteration 14Q: 3 clusters Score -309535.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -309543.281250 Penalty: 2561.997559
	Iteration 15Q: 3 clusters Score -309543.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -309552.156250 Penalty: 2561.997559
	Iteration 16Q: 3 clusters Score -309552.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -309558.218750 Penalty: 2561.997559
	Iteration 17Q: 3 clusters Score -309558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -309566.000000 Penalty: 2561.997559
	Iteration 18Q: 3 clusters Score -309566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -309567.843750 Penalty: 2561.997559
	Iteration 19Q: 3 clusters Score -309567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -309571.000000 Penalty: 2561.997559
	Iteration 20F: 3 clusters Score -309571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -309571.656250 Penalty: 2561.997559
	Iteration 21Q: 3 clusters Score -309571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -309571.656250 Penalty: 2561.997559
	Iteration 22F: 3 clusters Score -309571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (34070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Entering Unmasked Estep 
Score: -4362408.500000 Penalty: 1695.878052
	Iteration 0F: 2 clusters Score -4362408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4339408.500000 Penalty: 3391.756104
	Iteration 0F: 3 clusters Score -4339408 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4348158.000000 Penalty: 3391.756104
	Iteration 1F: 3 clusters Score -4348158 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -4348549.500000 Penalty: 3391.756104
	Iteration 2Q: 3 clusters Score -4348550 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4348975.500000 Penalty: 3391.756104
	Iteration 3Q: 3 clusters Score -4348976 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -4349458.000000 Penalty: 3391.756104
	Iteration 4Q: 3 clusters Score -4349458 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4350045.000000 Penalty: 3391.756104
	Iteration 5Q: 3 clusters Score -4350045 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4350837.000000 Penalty: 3391.756104
	Iteration 6Q: 3 clusters Score -4350837 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -4351944.500000 Penalty: 3391.756104
	Iteration 7F: 3 clusters Score -4351944 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4353482.500000 Penalty: 3391.756104
	Iteration 8F: 3 clusters Score -4353482 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -4355298.000000 Penalty: 3391.756104
	Iteration 9F: 3 clusters Score -4355298 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -4357043.500000 Penalty: 3391.756104
	Iteration 10F: 3 clusters Score -4357044 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4358487.000000 Penalty: 3391.756104
	Iteration 11Q: 3 clusters Score -4358487 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4359467.000000 Penalty: 3391.756104
	Iteration 12Q: 3 clusters Score -4359467 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4360080.500000 Penalty: 3391.756104
	Iteration 13Q: 3 clusters Score -4360080 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4360438.500000 Penalty: 3391.756104
	Iteration 14Q: 3 clusters Score -4360438 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4360638.000000 Penalty: 3391.756104
	Iteration 15Q: 3 clusters Score -4360638 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4360783.000000 Penalty: 3391.756104
	Iteration 16Q: 3 clusters Score -4360783 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4360858.000000 Penalty: 3391.756104
	Iteration 17Q: 3 clusters Score -4360858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4360906.500000 Penalty: 3391.756104
	Iteration 18Q: 3 clusters Score -4360906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4360941.000000 Penalty: 3391.756104
	Iteration 19Q: 3 clusters Score -4360941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4360957.500000 Penalty: 3391.756104
	Iteration 20F: 3 clusters Score -4360958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4360970.000000 Penalty: 3391.756104
	Iteration 21Q: 3 clusters Score -4360970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4360976.500000 Penalty: 3391.756104
	Iteration 22Q: 3 clusters Score -4360976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4360989.500000 Penalty: 3391.756104
	Iteration 23Q: 3 clusters Score -4360990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4360996.500000 Penalty: 3391.756104
	Iteration 24Q: 3 clusters Score -4360996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4361001.000000 Penalty: 3391.756104
	Iteration 25Q: 3 clusters Score -4361001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4361004.000000 Penalty: 3391.756104
	Iteration 26Q: 3 clusters Score -4361004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4361011.000000 Penalty: 3391.756104
	Iteration 27Q: 3 clusters Score -4361011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4361013.500000 Penalty: 3391.756104
	Iteration 28Q: 3 clusters Score -4361014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4361017.000000 Penalty: 3391.756104
	Iteration 29Q: 3 clusters Score -4361017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4361018.500000 Penalty: 3391.756104
	Iteration 30Q: 3 clusters Score -4361018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4361021.000000 Penalty: 3391.756104
	Iteration 31Q: 3 clusters Score -4361021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4361023.000000 Penalty: 3391.756104
	Iteration 32Q: 3 clusters Score -4361023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4361027.000000 Penalty: 3391.756104
	Iteration 33Q: 3 clusters Score -4361027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4361023.500000 Penalty: 3391.756104
	Iteration 34Q: 3 clusters Score -4361024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4361023.500000 Penalty: 3391.756104
	Iteration 35F: 3 clusters Score -4361024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Entering Unmasked Estep 
Score: -379348.906250 Penalty: 1313.440552
	Iteration 0F: 2 clusters Score -379348.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -376478.156250 Penalty: 2626.881104
	Iteration 0F: 3 clusters Score -376478.2 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -377161.656250 Penalty: 2626.881104
	Iteration 1F: 3 clusters Score -377161.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -377381.968750 Penalty: 2626.881104
	Iteration 2F: 3 clusters Score -377382 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -377566.468750 Penalty: 2626.881104
	Iteration 3F: 3 clusters Score -377566.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -377742.250000 Penalty: 2626.881104
	Iteration 4F: 3 clusters Score -377742.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -377881.781250 Penalty: 2626.881104
	Iteration 5Q: 3 clusters Score -377881.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -378019.875000 Penalty: 2626.881104
	Iteration 6Q: 3 clusters Score -378019.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -378135.375000 Penalty: 2626.881104
	Iteration 7Q: 3 clusters Score -378135.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -378246.125000 Penalty: 2626.881104
	Iteration 8Q: 3 clusters Score -378246.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -378383.343750 Penalty: 2626.881104
	Iteration 9Q: 3 clusters Score -378383.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -378529.875000 Penalty: 2626.881104
	Iteration 10Q: 3 clusters Score -378529.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -378641.187500 Penalty: 2626.881104
	Iteration 11Q: 3 clusters Score -378641.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -378728.812500 Penalty: 2626.881104
	Iteration 12Q: 3 clusters Score -378728.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -378774.250000 Penalty: 2626.881104
	Iteration 13Q: 3 clusters Score -378774.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -378806.812500 Penalty: 2626.881104
	Iteration 14Q: 3 clusters Score -378806.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -378818.593750 Penalty: 2626.881104
	Iteration 15Q: 3 clusters Score -378818.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -378824.156250 Penalty: 2626.881104
	Iteration 16Q: 3 clusters Score -378824.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -378830.531250 Penalty: 2626.881104
	Iteration 17Q: 3 clusters Score -378830.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -378834.406250 Penalty: 2626.881104
	Iteration 18Q: 3 clusters Score -378834.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -378840.593750 Penalty: 2626.881104
	Iteration 19Q: 3 clusters Score -378840.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -378845.875000 Penalty: 2626.881104
	Iteration 20F: 3 clusters Score -378845.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -378850.281250 Penalty: 2626.881104
	Iteration 21Q: 3 clusters Score -378850.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -378854.968750 Penalty: 2626.881104
	Iteration 22Q: 3 clusters Score -378855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -378858.062500 Penalty: 2626.881104
	Iteration 23Q: 3 clusters Score -378858.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -378862.625000 Penalty: 2626.881104
	Iteration 24Q: 3 clusters Score -378862.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -378866.562500 Penalty: 2626.881104
	Iteration 25Q: 3 clusters Score -378866.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -378872.187500 Penalty: 2626.881104
	Iteration 26Q: 3 clusters Score -378872.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -378876.812500 Penalty: 2626.881104
	Iteration 27Q: 3 clusters Score -378876.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -378883.093750 Penalty: 2626.881104
	Iteration 28Q: 3 clusters Score -378883.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -378886.187500 Penalty: 2626.881104
	Iteration 29Q: 3 clusters Score -378886.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -378889.781250 Penalty: 2626.881104
	Iteration 30Q: 3 clusters Score -378889.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -378895.375000 Penalty: 2626.881104
	Iteration 31Q: 3 clusters Score -378895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -378899.531250 Penalty: 2626.881104
	Iteration 32Q: 3 clusters Score -378899.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -378907.343750 Penalty: 2626.881104
	Iteration 33Q: 3 clusters Score -378907.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -378912.156250 Penalty: 2626.881104
	Iteration 34Q: 3 clusters Score -378912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -378914.406250 Penalty: 2626.881104
	Iteration 35Q: 3 clusters Score -378914.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -378916.937500 Penalty: 2626.881104
	Iteration 36Q: 3 clusters Score -378916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -378918.218750 Penalty: 2626.881104
	Iteration 37Q: 3 clusters Score -378918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -378920.000000 Penalty: 2626.881104
	Iteration 38Q: 3 clusters Score -378920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -378922.687500 Penalty: 2626.881104
	Iteration 39Q: 3 clusters Score -378922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -378923.312500 Penalty: 2626.881104
	Iteration 40F: 3 clusters Score -378923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -378925.062500 Penalty: 2626.881104
	Iteration 41Q: 3 clusters Score -378925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -378927.250000 Penalty: 2626.881104
	Iteration 42Q: 3 clusters Score -378927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -378929.218750 Penalty: 2626.881104
	Iteration 43Q: 3 clusters Score -378929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -378930.062500 Penalty: 2626.881104
	Iteration 44Q: 3 clusters Score -378930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -378930.593750 Penalty: 2626.881104
	Iteration 45Q: 3 clusters Score -378930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -378931.312500 Penalty: 2626.881104
	Iteration 46Q: 3 clusters Score -378931.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -378931.312500 Penalty: 2626.881104
	Iteration 47F: 3 clusters Score -378931.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -238735.625000 Penalty: 1239.475952
	Iteration 0F: 2 clusters Score -238735.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -236611.593750 Penalty: 2478.951904
	Iteration 0F: 3 clusters Score -236611.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -237126.531250 Penalty: 2478.951904
	Iteration 1F: 3 clusters Score -237126.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -237299.937500 Penalty: 2478.951904
	Iteration 2F: 3 clusters Score -237299.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -237410.625000 Penalty: 2478.951904
	Iteration 3F: 3 clusters Score -237410.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -237509.468750 Penalty: 2478.951904
	Iteration 4Q: 3 clusters Score -237509.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -237597.453125 Penalty: 2478.951904
	Iteration 5F: 3 clusters Score -237597.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -237659.031250 Penalty: 2478.951904
	Iteration 6Q: 3 clusters Score -237659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -237702.000000 Penalty: 2478.951904
	Iteration 7Q: 3 clusters Score -237702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -237760.453125 Penalty: 2478.951904
	Iteration 8Q: 3 clusters Score -237760.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -237827.390625 Penalty: 2478.951904
	Iteration 9Q: 3 clusters Score -237827.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -237897.359375 Penalty: 2478.951904
	Iteration 10Q: 3 clusters Score -237897.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -237968.671875 Penalty: 2478.951904
	Iteration 11Q: 3 clusters Score -237968.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -238048.250000 Penalty: 2478.951904
	Iteration 12Q: 3 clusters Score -238048.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -238123.218750 Penalty: 2478.951904
	Iteration 13Q: 3 clusters Score -238123.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -238167.265625 Penalty: 2478.951904
	Iteration 14Q: 3 clusters Score -238167.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -238193.453125 Penalty: 2478.951904
	Iteration 15Q: 3 clusters Score -238193.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -238212.609375 Penalty: 2478.951904
	Iteration 16Q: 3 clusters Score -238212.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -238223.171875 Penalty: 2478.951904
	Iteration 17Q: 3 clusters Score -238223.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -238237.921875 Penalty: 2478.951904
	Iteration 18Q: 3 clusters Score -238237.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -238250.203125 Penalty: 2478.951904
	Iteration 19Q: 3 clusters Score -238250.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -238260.312500 Penalty: 2478.951904
	Iteration 20F: 3 clusters Score -238260.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -238273.546875 Penalty: 2478.951904
	Iteration 21Q: 3 clusters Score -238273.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -238292.328125 Penalty: 2478.951904
	Iteration 22Q: 3 clusters Score -238292.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -238307.234375 Penalty: 2478.951904
	Iteration 23Q: 3 clusters Score -238307.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -238318.312500 Penalty: 2478.951904
	Iteration 24Q: 3 clusters Score -238318.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -238327.671875 Penalty: 2478.951904
	Iteration 25Q: 3 clusters Score -238327.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -238333.640625 Penalty: 2478.951904
	Iteration 26Q: 3 clusters Score -238333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -238337.093750 Penalty: 2478.951904
	Iteration 27Q: 3 clusters Score -238337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -238337.562500 Penalty: 2478.951904
	Iteration 28Q: 3 clusters Score -238337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -238338.765625 Penalty: 2478.951904
	Iteration 29Q: 3 clusters Score -238338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -238338.765625 Penalty: 2478.951904
	Iteration 30F: 3 clusters Score -238338.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -3988.741211 Penalty: 718.061584
	Iteration 0F: 2 clusters Score -3988.741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3515.003662 Penalty: 1436.123169
	Iteration 0F: 3 clusters Score -3515.004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3558.674805 Penalty: 1436.123169
	Iteration 1F: 3 clusters Score -3558.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Entering Unmasked Estep 
Score: -1959744.750000 Penalty: 1575.755249
	Iteration 0F: 2 clusters Score -1959745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1948445.500000 Penalty: 3151.510498
	Iteration 0F: 3 clusters Score -1948446 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1952367.625000 Penalty: 3151.510498
	Iteration 1F: 3 clusters Score -1952368 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1952623.000000 Penalty: 3151.510498
	Iteration 2Q: 3 clusters Score -1952623 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1952877.250000 Penalty: 3151.510498
	Iteration 3Q: 3 clusters Score -1952877 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1953131.250000 Penalty: 3151.510498
	Iteration 4Q: 3 clusters Score -1953131 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1953409.875000 Penalty: 3151.510498
	Iteration 5Q: 3 clusters Score -1953410 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1953741.750000 Penalty: 3151.510498
	Iteration 6Q: 3 clusters Score -1953742 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1954226.500000 Penalty: 3151.510498
	Iteration 7Q: 3 clusters Score -1954226 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1954891.625000 Penalty: 3151.510498
	Iteration 8F: 3 clusters Score -1954892 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1955813.750000 Penalty: 3151.510498
	Iteration 9F: 3 clusters Score -1955814 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1956834.500000 Penalty: 3151.510498
	Iteration 10F: 3 clusters Score -1956834 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1957523.375000 Penalty: 3151.510498
	Iteration 11F: 3 clusters Score -1957523 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1957901.375000 Penalty: 3151.510498
	Iteration 12Q: 3 clusters Score -1957901 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1958149.000000 Penalty: 3151.510498
	Iteration 13Q: 3 clusters Score -1958149 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1958275.250000 Penalty: 3151.510498
	Iteration 14Q: 3 clusters Score -1958275 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1958330.750000 Penalty: 3151.510498
	Iteration 15Q: 3 clusters Score -1958331 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1958372.375000 Penalty: 3151.510498
	Iteration 16Q: 3 clusters Score -1958372 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1958388.500000 Penalty: 3151.510498
	Iteration 17Q: 3 clusters Score -1958388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1958404.750000 Penalty: 3151.510498
	Iteration 18Q: 3 clusters Score -1958405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1958406.500000 Penalty: 3151.510498
	Iteration 19Q: 3 clusters Score -1958406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1958408.250000 Penalty: 3151.510498
	Iteration 20F: 3 clusters Score -1958408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1958411.000000 Penalty: 3151.510498
	Iteration 21Q: 3 clusters Score -1958411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1958416.000000 Penalty: 3151.510498
	Iteration 22Q: 3 clusters Score -1958416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1958412.500000 Penalty: 3151.510498
	Iteration 23Q: 3 clusters Score -1958412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1958411.875000 Penalty: 3151.510498
	Iteration 24Q: 3 clusters Score -1958412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1958412.000000 Penalty: 3151.510498
	Iteration 25Q: 3 clusters Score -1958412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1958411.375000 Penalty: 3151.510498
	Iteration 26Q: 3 clusters Score -1958411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1958416.000000 Penalty: 3151.510498
	Iteration 27Q: 3 clusters Score -1958416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1958418.000000 Penalty: 3151.510498
	Iteration 28Q: 3 clusters Score -1958418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1958418.625000 Penalty: 3151.510498
	Iteration 29Q: 3 clusters Score -1958419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1958416.375000 Penalty: 3151.510498
	Iteration 30Q: 3 clusters Score -1958416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1958417.625000 Penalty: 3151.510498
	Iteration 31Q: 3 clusters Score -1958418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1958417.125000 Penalty: 3151.510498
	Iteration 32Q: 3 clusters Score -1958417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1958417.125000 Penalty: 3151.510498
	Iteration 33F: 3 clusters Score -1958417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -23214.630859 Penalty: 886.489685
	Iteration 0F: 2 clusters Score -23214.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22423.210938 Penalty: 1772.979370
	Iteration 0F: 3 clusters Score -22423.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22502.796875 Penalty: 1772.979370
	Iteration 1F: 3 clusters Score -22502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22540.714844 Penalty: 1772.979370
	Iteration 2Q: 3 clusters Score -22540.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22563.560547 Penalty: 1772.979370
	Iteration 3Q: 3 clusters Score -22563.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22568.681641 Penalty: 1772.979370
	Iteration 4Q: 3 clusters Score -22568.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22573.699219 Penalty: 1772.979370
	Iteration 5Q: 3 clusters Score -22573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22575.300781 Penalty: 1772.979370
	Iteration 6Q: 3 clusters Score -22575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22578.582031 Penalty: 1772.979370
	Iteration 7Q: 3 clusters Score -22578.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22589.785156 Penalty: 1772.979370
	Iteration 8Q: 3 clusters Score -22589.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22592.578125 Penalty: 1772.979370
	Iteration 9Q: 3 clusters Score -22592.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22592.578125 Penalty: 1772.979370
	Iteration 10F: 3 clusters Score -22592.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -32968.179688 Penalty: 955.132019
	Iteration 0F: 2 clusters Score -32968.18 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 187 members 
Entering Unmasked Estep 
Score: -32058.376953 Penalty: 1910.264038
	Iteration 0F: 3 clusters Score -32058.38 nChanged 86
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: -32247.687500 Penalty: 1910.264038
	Iteration 1F: 3 clusters Score -32247.69 nChanged 38
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: -32380.746094 Penalty: 1910.264038
	Iteration 2F: 3 clusters Score -32380.75 nChanged 23
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: -32463.988281 Penalty: 1910.264038
	Iteration 3F: 3 clusters Score -32463.99 nChanged 11
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: -32491.316406 Penalty: 1910.264038
	Iteration 4Q: 3 clusters Score -32491.32 nChanged 5
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: -32503.388672 Penalty: 1910.264038
	Iteration 5Q: 3 clusters Score -32503.39 nChanged 6
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: -32523.011719 Penalty: 1910.264038
	Iteration 6Q: 3 clusters Score -32523.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32545.107422 Penalty: 1910.264038
	Iteration 7Q: 3 clusters Score -32545.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32558.140625 Penalty: 1910.264038
	Iteration 8Q: 3 clusters Score -32558.14 nChanged 3
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: -32573.931641 Penalty: 1910.264038
	Iteration 9Q: 3 clusters Score -32573.93 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: -32626.763672 Penalty: 1910.264038
	Iteration 10Q: 3 clusters Score -32626.76 nChanged 9
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: -32667.091797 Penalty: 1910.264038
	Iteration 11Q: 3 clusters Score -32667.09 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: -32692.851562 Penalty: 1910.264038
	Iteration 12Q: 3 clusters Score -32692.85 nChanged 3
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: -32714.177734 Penalty: 1910.264038
	Iteration 13Q: 3 clusters Score -32714.18 nChanged 5
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: -32726.625000 Penalty: 1910.264038
	Iteration 14Q: 3 clusters Score -32726.62 nChanged 2
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: -32734.722656 Penalty: 1910.264038
	Iteration 15Q: 3 clusters Score -32734.72 nChanged 1
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: -32736.269531 Penalty: 1910.264038
	Iteration 16Q: 3 clusters Score -32736.27 nChanged 1
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: -32737.095703 Penalty: 1910.264038
	Iteration 17Q: 3 clusters Score -32737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32737.779297 Penalty: 1910.264038
	Iteration 18Q: 3 clusters Score -32737.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32737.779297 Penalty: 1910.264038
	Iteration 19F: 3 clusters Score -32737.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (94257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Entering Unmasked Estep 
Score: -11830371.000000 Penalty: 1861.239258
	Iteration 0F: 2 clusters Score -1.183037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -11770889.000000 Penalty: 3722.478516
	Iteration 0F: 3 clusters Score -1.177089e+07 nChanged 44857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -11797182.000000 Penalty: 3722.478516
	Iteration 1F: 3 clusters Score -1.179718e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -11798330.000000 Penalty: 3722.478516
	Iteration 2Q: 3 clusters Score -1.179833e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -11800250.000000 Penalty: 3722.478516
	Iteration 3Q: 3 clusters Score -1.180025e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -11803269.000000 Penalty: 3722.478516
	Iteration 4F: 3 clusters Score -1.180327e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -11807634.000000 Penalty: 3722.478516
	Iteration 5F: 3 clusters Score -1.180763e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -11813317.000000 Penalty: 3722.478516
	Iteration 6F: 3 clusters Score -1.181332e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -11817982.000000 Penalty: 3722.478516
	Iteration 7F: 3 clusters Score -1.181798e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -11819974.000000 Penalty: 3722.478516
	Iteration 8F: 3 clusters Score -1.181997e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -11820559.000000 Penalty: 3722.478516
	Iteration 9Q: 3 clusters Score -1.182056e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -11820845.000000 Penalty: 3722.478516
	Iteration 10Q: 3 clusters Score -1.182084e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -11821008.000000 Penalty: 3722.478516
	Iteration 11Q: 3 clusters Score -1.182101e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -11821150.000000 Penalty: 3722.478516
	Iteration 12Q: 3 clusters Score -1.182115e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -11821283.000000 Penalty: 3722.478516
	Iteration 13Q: 3 clusters Score -1.182128e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -11821459.000000 Penalty: 3722.478516
	Iteration 14Q: 3 clusters Score -1.182146e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -11821556.000000 Penalty: 3722.478516
	Iteration 15Q: 3 clusters Score -1.182156e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -11821614.000000 Penalty: 3722.478516
	Iteration 16Q: 3 clusters Score -1.182161e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -11821594.000000 Penalty: 3722.478516
	Iteration 17Q: 3 clusters Score -1.182159e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -11821606.000000 Penalty: 3722.478516
	Iteration 18Q: 3 clusters Score -1.182161e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -11821626.000000 Penalty: 3722.478516
	Iteration 19Q: 3 clusters Score -1.182163e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -11821793.000000 Penalty: 3722.478516
	Iteration 20F: 3 clusters Score -1.182179e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -11821809.000000 Penalty: 3722.478516
	Iteration 21Q: 3 clusters Score -1.182181e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -11821876.000000 Penalty: 3722.478516
	Iteration 22Q: 3 clusters Score -1.182188e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -11821972.000000 Penalty: 3722.478516
	Iteration 23Q: 3 clusters Score -1.182197e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -11822209.000000 Penalty: 3722.478516
	Iteration 24Q: 3 clusters Score -1.182221e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -11822374.000000 Penalty: 3722.478516
	Iteration 25Q: 3 clusters Score -1.182237e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -11822675.000000 Penalty: 3722.478516
	Iteration 26Q: 3 clusters Score -1.182268e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -11822811.000000 Penalty: 3722.478516
	Iteration 27Q: 3 clusters Score -1.182281e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -11823180.000000 Penalty: 3722.478516
	Iteration 28Q: 3 clusters Score -1.182318e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -11823512.000000 Penalty: 3722.478516
	Iteration 29Q: 3 clusters Score -1.182351e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -11823868.000000 Penalty: 3722.478516
	Iteration 30Q: 3 clusters Score -1.182387e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 81309 members 
Entering Unmasked Estep 
Score: -11824431.000000 Penalty: 3722.478516
	Iteration 31Q: 3 clusters Score -1.182443e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 83213 members 
Entering Unmasked Estep 
Score: -11825966.000000 Penalty: 3722.478516
	Iteration 32Q: 3 clusters Score -1.182597e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -11827289.000000 Penalty: 3722.478516
	Iteration 33Q: 3 clusters Score -1.182729e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -11828128.000000 Penalty: 3722.478516
	Iteration 34Q: 3 clusters Score -1.182813e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -11828764.000000 Penalty: 3722.478516
	Iteration 35Q: 3 clusters Score -1.182876e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -11829196.000000 Penalty: 3722.478516
	Iteration 36Q: 3 clusters Score -1.18292e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -11829353.000000 Penalty: 3722.478516
	Iteration 37Q: 3 clusters Score -1.182935e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 90103 members 
Entering Unmasked Estep 
Score: -11829467.000000 Penalty: 3722.478516
	Iteration 38Q: 3 clusters Score -1.182947e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -11829527.000000 Penalty: 3722.478516
	Iteration 39Q: 3 clusters Score -1.182953e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 91325 members 
Entering Unmasked Estep 
Score: -11829595.000000 Penalty: 3722.478516
	Iteration 40F: 3 clusters Score -1.18296e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -11829595.000000 Penalty: 3722.478516
	Iteration 41Q: 3 clusters Score -1.18296e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 92154 members 
Entering Unmasked Estep 
Score: -11829582.000000 Penalty: 3722.478516
	Iteration 42Q: 3 clusters Score -1.182958e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 92469 members 
Entering Unmasked Estep 
Score: -11829567.000000 Penalty: 3722.478516
	Iteration 43Q: 3 clusters Score -1.182957e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
Score: -11829528.000000 Penalty: 3722.478516
	Iteration 44Q: 3 clusters Score -1.182953e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 92889 members 
Entering Unmasked Estep 
Score: -11829444.000000 Penalty: 3722.478516
	Iteration 45Q: 3 clusters Score -1.182944e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 93014 members 
Entering Unmasked Estep 
Score: -11829417.000000 Penalty: 3722.478516
	Iteration 46Q: 3 clusters Score -1.182942e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
Score: -11829419.000000 Penalty: 3722.478516
	Iteration 47Q: 3 clusters Score -1.182942e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -11829405.000000 Penalty: 3722.478516
	Iteration 48Q: 3 clusters Score -1.18294e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -11829425.000000 Penalty: 3722.478516
	Iteration 49Q: 3 clusters Score -1.182942e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -11829412.000000 Penalty: 3722.478516
	Iteration 50Q: 3 clusters Score -1.182941e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -11829385.000000 Penalty: 3722.478516
	Iteration 51Q: 3 clusters Score -1.182938e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -11829361.000000 Penalty: 3722.478516
	Iteration 52Q: 3 clusters Score -1.182936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -11829359.000000 Penalty: 3722.478516
	Iteration 53Q: 3 clusters Score -1.182936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 93411 members 
Entering Unmasked Estep 
Score: -11829355.000000 Penalty: 3722.478516
	Iteration 54Q: 3 clusters Score -1.182936e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -11829339.000000 Penalty: 3722.478516
	Iteration 55Q: 3 clusters Score -1.182934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -11829348.000000 Penalty: 3722.478516
	Iteration 56Q: 3 clusters Score -1.182935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -11829343.000000 Penalty: 3722.478516
	Iteration 57Q: 3 clusters Score -1.182934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -11829339.000000 Penalty: 3722.478516
	Iteration 58Q: 3 clusters Score -1.182934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -11829343.000000 Penalty: 3722.478516
	Iteration 59Q: 3 clusters Score -1.182934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -11829333.000000 Penalty: 3722.478516
	Iteration 60F: 3 clusters Score -1.182933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -11829338.000000 Penalty: 3722.478516
	Iteration 61Q: 3 clusters Score -1.182934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -11829338.000000 Penalty: 3722.478516
	Iteration 62Q: 3 clusters Score -1.182934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -11829332.000000 Penalty: 3722.478516
	Iteration 63Q: 3 clusters Score -1.182933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -11829337.000000 Penalty: 3722.478516
	Iteration 64Q: 3 clusters Score -1.182934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -11829333.000000 Penalty: 3722.478516
	Iteration 65Q: 3 clusters Score -1.182933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -11829329.000000 Penalty: 3722.478516
	Iteration 66Q: 3 clusters Score -1.182933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -11829329.000000 Penalty: 3722.478516
	Iteration 67F: 3 clusters Score -1.182933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (90007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Entering Unmasked Estep 
Score: -11126308.000000 Penalty: 1853.741943
	Iteration 0F: 2 clusters Score -1.112631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -11067013.000000 Penalty: 3707.483887
	Iteration 0F: 3 clusters Score -1.106701e+07 nChanged 42915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -11091871.000000 Penalty: 3707.483887
	Iteration 1F: 3 clusters Score -1.109187e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -11092730.000000 Penalty: 3707.483887
	Iteration 2Q: 3 clusters Score -1.109273e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -11093852.000000 Penalty: 3707.483887
	Iteration 3Q: 3 clusters Score -1.109385e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -11095271.000000 Penalty: 3707.483887
	Iteration 4Q: 3 clusters Score -1.109527e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -11097499.000000 Penalty: 3707.483887
	Iteration 5Q: 3 clusters Score -1.10975e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -11100919.000000 Penalty: 3707.483887
	Iteration 6F: 3 clusters Score -1.110092e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -11105753.000000 Penalty: 3707.483887
	Iteration 7F: 3 clusters Score -1.110575e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -11110810.000000 Penalty: 3707.483887
	Iteration 8F: 3 clusters Score -1.111081e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -11114486.000000 Penalty: 3707.483887
	Iteration 9F: 3 clusters Score -1.111449e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -11116337.000000 Penalty: 3707.483887
	Iteration 10Q: 3 clusters Score -1.111634e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -11117350.000000 Penalty: 3707.483887
	Iteration 11Q: 3 clusters Score -1.111735e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -11118110.000000 Penalty: 3707.483887
	Iteration 12Q: 3 clusters Score -1.111811e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -11118827.000000 Penalty: 3707.483887
	Iteration 13Q: 3 clusters Score -1.111883e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -11119499.000000 Penalty: 3707.483887
	Iteration 14Q: 3 clusters Score -1.11195e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -11120096.000000 Penalty: 3707.483887
	Iteration 15Q: 3 clusters Score -1.11201e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -11120676.000000 Penalty: 3707.483887
	Iteration 16Q: 3 clusters Score -1.112068e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -11121274.000000 Penalty: 3707.483887
	Iteration 17Q: 3 clusters Score -1.112127e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -11122006.000000 Penalty: 3707.483887
	Iteration 18Q: 3 clusters Score -1.112201e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -11122577.000000 Penalty: 3707.483887
	Iteration 19Q: 3 clusters Score -1.112258e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -11123048.000000 Penalty: 3707.483887
	Iteration 20F: 3 clusters Score -1.112305e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -11123418.000000 Penalty: 3707.483887
	Iteration 21Q: 3 clusters Score -1.112342e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -11123751.000000 Penalty: 3707.483887
	Iteration 22Q: 3 clusters Score -1.112375e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -11124054.000000 Penalty: 3707.483887
	Iteration 23Q: 3 clusters Score -1.112405e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -11124242.000000 Penalty: 3707.483887
	Iteration 24Q: 3 clusters Score -1.112424e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -11124409.000000 Penalty: 3707.483887
	Iteration 25Q: 3 clusters Score -1.112441e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -11124519.000000 Penalty: 3707.483887
	Iteration 26Q: 3 clusters Score -1.112452e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -11124618.000000 Penalty: 3707.483887
	Iteration 27Q: 3 clusters Score -1.112462e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -11124619.000000 Penalty: 3707.483887
	Iteration 28Q: 3 clusters Score -1.112462e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11124638.000000 Penalty: 3707.483887
	Iteration 29Q: 3 clusters Score -1.112464e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -11124701.000000 Penalty: 3707.483887
	Iteration 30Q: 3 clusters Score -1.11247e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11124721.000000 Penalty: 3707.483887
	Iteration 31Q: 3 clusters Score -1.112472e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89116 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11124752.000000 Penalty: 3707.483887
	Iteration 32Q: 3 clusters Score -1.112475e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11124780.000000 Penalty: 3707.483887
	Iteration 33Q: 3 clusters Score -1.112478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89234 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11124800.000000 Penalty: 3707.483887
	Iteration 34Q: 3 clusters Score -1.11248e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -11124808.000000 Penalty: 3707.483887
	Iteration 35Q: 3 clusters Score -1.112481e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11124807.000000 Penalty: 3707.483887
	Iteration 36Q: 3 clusters Score -1.112481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89333 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11124825.000000 Penalty: 3707.483887
	Iteration 37Q: 3 clusters Score -1.112482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11124806.000000 Penalty: 3707.483887
	Iteration 38Q: 3 clusters Score -1.112481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11124815.000000 Penalty: 3707.483887
	Iteration 39Q: 3 clusters Score -1.112482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11124833.000000 Penalty: 3707.483887
	Iteration 40F: 3 clusters Score -1.112483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11124839.000000 Penalty: 3707.483887
	Iteration 41Q: 3 clusters Score -1.112484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11124842.000000 Penalty: 3707.483887
	Iteration 42Q: 3 clusters Score -1.112484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89440 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11124856.000000 Penalty: 3707.483887
	Iteration 43Q: 3 clusters Score -1.112486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89456 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11124857.000000 Penalty: 3707.483887
	Iteration 44Q: 3 clusters Score -1.112486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11124855.000000 Penalty: 3707.483887
	Iteration 45Q: 3 clusters Score -1.112486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89476 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11124862.000000 Penalty: 3707.483887
	Iteration 46Q: 3 clusters Score -1.112486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11124861.000000 Penalty: 3707.483887
	Iteration 47Q: 3 clusters Score -1.112486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89488 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11124860.000000 Penalty: 3707.483887
	Iteration 48Q: 3 clusters Score -1.112486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11124852.000000 Penalty: 3707.483887
	Iteration 49Q: 3 clusters Score -1.112485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11124851.000000 Penalty: 3707.483887
	Iteration 50Q: 3 clusters Score -1.112485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11124864.000000 Penalty: 3707.483887
	Iteration 51Q: 3 clusters Score -1.112486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89502 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11124852.000000 Penalty: 3707.483887
	Iteration 52Q: 3 clusters Score -1.112485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -11124855.000000 Penalty: 3707.483887
	Iteration 53Q: 3 clusters Score -1.112486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11124857.000000 Penalty: 3707.483887
	Iteration 54Q: 3 clusters Score -1.112486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11124855.000000 Penalty: 3707.483887
	Iteration 55Q: 3 clusters Score -1.112486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11124857.000000 Penalty: 3707.483887
	Iteration 56Q: 3 clusters Score -1.112486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11124857.000000 Penalty: 3707.483887
	Iteration 57F: 3 clusters Score -1.112486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -155652.515625 Penalty: 1176.022095
	Iteration 0F: 2 clusters Score -155652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153977.250000 Penalty: 2352.044189
	Iteration 0F: 3 clusters Score -153977.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -154354.515625 Penalty: 2352.044189
	Iteration 1F: 3 clusters Score -154354.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -154479.468750 Penalty: 2352.044189
	Iteration 2F: 3 clusters Score -154479.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -154576.250000 Penalty: 2352.044189
	Iteration 3F: 3 clusters Score -154576.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -154660.218750 Penalty: 2352.044189
	Iteration 4Q: 3 clusters Score -154660.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -154762.500000 Penalty: 2352.044189
	Iteration 5Q: 3 clusters Score -154762.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -154934.265625 Penalty: 2352.044189
	Iteration 6F: 3 clusters Score -154934.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -155140.531250 Penalty: 2352.044189
	Iteration 7F: 3 clusters Score -155140.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -155292.625000 Penalty: 2352.044189
	Iteration 8F: 3 clusters Score -155292.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -155375.500000 Penalty: 2352.044189
	Iteration 9Q: 3 clusters Score -155375.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -155426.125000 Penalty: 2352.044189
	Iteration 10Q: 3 clusters Score -155426.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -155454.718750 Penalty: 2352.044189
	Iteration 11Q: 3 clusters Score -155454.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -155477.656250 Penalty: 2352.044189
	Iteration 12Q: 3 clusters Score -155477.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -155487.921875 Penalty: 2352.044189
	Iteration 13Q: 3 clusters Score -155487.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -155492.609375 Penalty: 2352.044189
	Iteration 14Q: 3 clusters Score -155492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -155494.734375 Penalty: 2352.044189
	Iteration 15Q: 3 clusters Score -155494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -155496.250000 Penalty: 2352.044189
	Iteration 16Q: 3 clusters Score -155496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -155499.281250 Penalty: 2352.044189
	Iteration 17Q: 3 clusters Score -155499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -155501.031250 Penalty: 2352.044189
	Iteration 18Q: 3 clusters Score -155501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -155501.265625 Penalty: 2352.044189
	Iteration 19Q: 3 clusters Score -155501.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -155501.265625 Penalty: 2352.044189
	Iteration 20F: 3 clusters Score -155501.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -10930.336914 Penalty: 837.409912
	Iteration 0F: 2 clusters Score -10930.34 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 88 members 
Entering Unmasked Estep 
Score: -10386.360352 Penalty: 1674.819824
	Iteration 0F: 3 clusters Score -10386.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10508.760742 Penalty: 1674.819824
	Iteration 1F: 3 clusters Score -10508.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10560.333008 Penalty: 1674.819824
	Iteration 2F: 3 clusters Score -10560.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10583.981445 Penalty: 1674.819824
	Iteration 3Q: 3 clusters Score -10583.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10592.823242 Penalty: 1674.819824
	Iteration 4Q: 3 clusters Score -10592.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10606.433594 Penalty: 1674.819824
	Iteration 5Q: 3 clusters Score -10606.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10618.496094 Penalty: 1674.819824
	Iteration 6Q: 3 clusters Score -10618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10679.698242 Penalty: 1674.819824
	Iteration 7Q: 3 clusters Score -10679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10700.076172 Penalty: 1674.819824
	Iteration 8Q: 3 clusters Score -10700.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10704.162109 Penalty: 1674.819824
	Iteration 9Q: 3 clusters Score -10704.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10707.445312 Penalty: 1674.819824
	Iteration 10Q: 3 clusters Score -10707.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10707.445312 Penalty: 1674.819824
	Iteration 11F: 3 clusters Score -10707.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 61671 members 
Mstep: Class 3 contains 85108 members 
Mstep: Class 4 contains 32319 members 
Mstep: Class 5 contains 89079 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 12261 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 27347 members 
Mstep: Class 13 contains 55271 members 
Mstep: Class 14 contains 4210 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 86902 members 
Mstep: Class 20 contains 85987 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10186 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 1693 members 
Mstep: Class 25 contains 6836 members 
Mstep: Class 26 contains 1156 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 34070 members 
Mstep: Class 30 contains 3238 members 
Mstep: Class 31 contains 2054 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16268 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94257 members 
Mstep: Class 37 contains 90007 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211832.000000 Penalty: 86459.953125
Iteration 159Q: 40 clusters Score -1.022118e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 61361 members 
Mstep: Class 3 contains 85019 members 
Mstep: Class 4 contains 33000 members 
Mstep: Class 5 contains 88969 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 12256 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 27437 members 
Mstep: Class 13 contains 55042 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1828 members 
Mstep: Class 18 contains 9267 members 
Mstep: Class 19 contains 86793 members 
Mstep: Class 20 contains 85776 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10179 members 
Mstep: Class 23 contains 1721 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 6851 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2651 members 
Mstep: Class 29 contains 34458 members 
Mstep: Class 30 contains 3241 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16263 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94249 members 
Mstep: Class 37 contains 89929 members 
Mstep: Class 38 contains 1391 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212216.000000 Penalty: 86459.953125
Iteration 160F: 40 clusters Score -1.022122e+08 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 61033 members 
Mstep: Class 3 contains 84901 members 
Mstep: Class 4 contains 33750 members 
Mstep: Class 5 contains 88872 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 27519 members 
Mstep: Class 13 contains 54823 members 
Mstep: Class 14 contains 4215 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 18 contains 9255 members 
Mstep: Class 19 contains 86680 members 
Mstep: Class 20 contains 85537 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10175 members 
Mstep: Class 23 contains 1719 members 
Mstep: Class 24 contains 1695 members 
Mstep: Class 25 contains 6871 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 34820 members 
Mstep: Class 30 contains 3252 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16255 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94227 members 
Mstep: Class 37 contains 89878 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212496.000000 Penalty: 86459.953125
Iteration 161Q: 40 clusters Score -1.022125e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 84765 members 
Mstep: Class 4 contains 34462 members 
Mstep: Class 5 contains 88789 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 27592 members 
Mstep: Class 13 contains 54569 members 
Mstep: Class 14 contains 4210 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 9241 members 
Mstep: Class 19 contains 86563 members 
Mstep: Class 20 contains 85388 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10167 members 
Mstep: Class 23 contains 1717 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 6884 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2645 members 
Mstep: Class 29 contains 35169 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16242 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94263 members 
Mstep: Class 37 contains 89803 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213336.000000 Penalty: 86459.953125
Iteration 162Q: 40 clusters Score -1.022133e+08 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 60299 members 
Mstep: Class 3 contains 84636 members 
Mstep: Class 4 contains 35168 members 
Mstep: Class 5 contains 88738 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 2004 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 12244 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 27654 members 
Mstep: Class 13 contains 54324 members 
Mstep: Class 14 contains 4213 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 18 contains 9232 members 
Mstep: Class 19 contains 86401 members 
Mstep: Class 20 contains 85244 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10166 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 35529 members 
Mstep: Class 30 contains 3268 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16238 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94304 members 
Mstep: Class 37 contains 89743 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213976.000000 Penalty: 86459.953125
Iteration 163Q: 40 clusters Score -1.02214e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 59907 members 
Mstep: Class 3 contains 84552 members 
Mstep: Class 4 contains 35846 members 
Mstep: Class 5 contains 88610 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 1994 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 12236 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 27717 members 
Mstep: Class 13 contains 54087 members 
Mstep: Class 14 contains 4217 members 
Mstep: Class 15 contains 2941 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 9227 members 
Mstep: Class 19 contains 86294 members 
Mstep: Class 20 contains 85074 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10159 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 1700 members 
Mstep: Class 25 contains 6924 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 35918 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16232 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94313 members 
Mstep: Class 37 contains 89709 members 
Mstep: Class 38 contains 1394 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214520.000000 Penalty: 86459.953125
Iteration 164Q: 40 clusters Score -1.022145e+08 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 59487 members 
Mstep: Class 3 contains 84439 members 
Mstep: Class 4 contains 36551 members 
Mstep: Class 5 contains 88492 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 12220 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 27777 members 
Mstep: Class 13 contains 53817 members 
Mstep: Class 14 contains 4220 members 
Mstep: Class 15 contains 2949 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1943 members 
Mstep: Class 18 contains 9216 members 
Mstep: Class 19 contains 86178 members 
Mstep: Class 20 contains 84899 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10162 members 
Mstep: Class 23 contains 1705 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 6937 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 36313 members 
Mstep: Class 30 contains 3274 members 
Mstep: Class 31 contains 2058 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16218 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94379 members 
Mstep: Class 37 contains 89706 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215120.000000 Penalty: 86459.953125
Iteration 165Q: 40 clusters Score -1.022151e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 59056 members 
Mstep: Class 3 contains 84329 members 
Mstep: Class 4 contains 37297 members 
Mstep: Class 5 contains 88402 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 12213 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 27832 members 
Mstep: Class 13 contains 53570 members 
Mstep: Class 14 contains 4224 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 1989 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 86027 members 
Mstep: Class 20 contains 84714 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10158 members 
Mstep: Class 23 contains 1704 members 
Mstep: Class 24 contains 1702 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 36706 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16195 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94420 members 
Mstep: Class 37 contains 89709 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215616.000000 Penalty: 86459.953125
Iteration 166Q: 40 clusters Score -1.022156e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 58654 members 
Mstep: Class 3 contains 84191 members 
Mstep: Class 4 contains 38051 members 
Mstep: Class 5 contains 88287 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 12211 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 27876 members 
Mstep: Class 13 contains 53309 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 2958 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 9188 members 
Mstep: Class 19 contains 85919 members 
Mstep: Class 20 contains 84522 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10153 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 6961 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 37127 members 
Mstep: Class 30 contains 3278 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16175 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94460 members 
Mstep: Class 37 contains 89697 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215696.000000 Penalty: 86459.953125
Iteration 167Q: 40 clusters Score -1.022157e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 58276 members 
Mstep: Class 3 contains 83978 members 
Mstep: Class 4 contains 38845 members 
Mstep: Class 5 contains 88156 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 12202 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 27915 members 
Mstep: Class 13 contains 53052 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 9173 members 
Mstep: Class 19 contains 85816 members 
Mstep: Class 20 contains 84373 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10146 members 
Mstep: Class 23 contains 1700 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 6977 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 37542 members 
Mstep: Class 30 contains 3285 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16158 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94470 members 
Mstep: Class 37 contains 89703 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216288.000000 Penalty: 86459.953125
Iteration 168Q: 40 clusters Score -1.022163e+08 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 57826 members 
Mstep: Class 3 contains 83774 members 
Mstep: Class 4 contains 39639 members 
Mstep: Class 5 contains 88051 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 1935 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 12195 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 27945 members 
Mstep: Class 13 contains 52784 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 9158 members 
Mstep: Class 19 contains 85722 members 
Mstep: Class 20 contains 84238 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10139 members 
Mstep: Class 23 contains 1698 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 7002 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 37950 members 
Mstep: Class 30 contains 3289 members 
Mstep: Class 31 contains 2054 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16142 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94520 members 
Mstep: Class 37 contains 89686 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216800.000000 Penalty: 86459.953125
Iteration 169Q: 40 clusters Score -1.022168e+08 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 57374 members 
Mstep: Class 3 contains 83575 members 
Mstep: Class 4 contains 40496 members 
Mstep: Class 5 contains 87919 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 12189 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 52507 members 
Mstep: Class 14 contains 4256 members 
Mstep: Class 15 contains 2975 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 9145 members 
Mstep: Class 19 contains 85624 members 
Mstep: Class 20 contains 84098 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10136 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 7025 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 38387 members 
Mstep: Class 30 contains 3298 members 
Mstep: Class 31 contains 2054 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16126 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94545 members 
Mstep: Class 37 contains 89649 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216912.000000 Penalty: 86459.953125
Iteration 170Q: 40 clusters Score -1.022169e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 56893 members 
Mstep: Class 3 contains 83374 members 
Mstep: Class 4 contains 41372 members 
Mstep: Class 5 contains 87786 members 
Mstep: Class 6 contains 3944 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 12171 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 27992 members 
Mstep: Class 13 contains 52212 members 
Mstep: Class 14 contains 4264 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2186 members 
Mstep: Class 18 contains 9120 members 
Mstep: Class 19 contains 85544 members 
Mstep: Class 20 contains 83973 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10147 members 
Mstep: Class 23 contains 1700 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 7051 members 
Mstep: Class 26 contains 1156 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 38800 members 
Mstep: Class 30 contains 3308 members 
Mstep: Class 31 contains 2056 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16111 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94624 members 
Mstep: Class 37 contains 89602 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217024.000000 Penalty: 86459.953125
Iteration 171Q: 40 clusters Score -1.02217e+08 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 56344 members 
Mstep: Class 3 contains 83139 members 
Mstep: Class 4 contains 42247 members 
Mstep: Class 5 contains 87647 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 12151 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 28025 members 
Mstep: Class 13 contains 51956 members 
Mstep: Class 14 contains 4272 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 9105 members 
Mstep: Class 19 contains 85526 members 
Mstep: Class 20 contains 83857 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10148 members 
Mstep: Class 23 contains 1700 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 7073 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 39198 members 
Mstep: Class 30 contains 3320 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16098 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94675 members 
Mstep: Class 37 contains 89593 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217424.000000 Penalty: 86459.953125
Iteration 172Q: 40 clusters Score -1.022174e+08 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 55789 members 
Mstep: Class 3 contains 82868 members 
Mstep: Class 4 contains 43119 members 
Mstep: Class 5 contains 87521 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 12137 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 28056 members 
Mstep: Class 13 contains 51725 members 
Mstep: Class 14 contains 4280 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 9095 members 
Mstep: Class 19 contains 85532 members 
Mstep: Class 20 contains 83771 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10149 members 
Mstep: Class 23 contains 1698 members 
Mstep: Class 24 contains 1706 members 
Mstep: Class 25 contains 7098 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 39616 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16080 members 
Mstep: Class 34 contains 234 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94670 members 
Mstep: Class 37 contains 89549 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217976.000000 Penalty: 86459.953125
Iteration 173Q: 40 clusters Score -1.02218e+08 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 55204 members 
Mstep: Class 3 contains 82604 members 
Mstep: Class 4 contains 44021 members 
Mstep: Class 5 contains 87376 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 12122 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 28084 members 
Mstep: Class 13 contains 51478 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2286 members 
Mstep: Class 18 contains 9085 members 
Mstep: Class 19 contains 85518 members 
Mstep: Class 20 contains 83723 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10143 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 7114 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 40014 members 
Mstep: Class 30 contains 3328 members 
Mstep: Class 31 contains 2058 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16063 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94709 members 
Mstep: Class 37 contains 89516 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218232.000000 Penalty: 86459.953125
Iteration 174Q: 40 clusters Score -1.022182e+08 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 54644 members 
Mstep: Class 3 contains 82383 members 
Mstep: Class 4 contains 44891 members 
Mstep: Class 5 contains 87166 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 12100 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 28106 members 
Mstep: Class 13 contains 51267 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 85530 members 
Mstep: Class 20 contains 83727 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10145 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 7136 members 
Mstep: Class 26 contains 1160 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2645 members 
Mstep: Class 29 contains 40406 members 
Mstep: Class 30 contains 3332 members 
Mstep: Class 31 contains 2060 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16044 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94711 members 
Mstep: Class 37 contains 89453 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218216.000000 Penalty: 86459.953125
Iteration 175Q: 40 clusters Score -1.022182e+08 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 54047 members 
Mstep: Class 3 contains 82169 members 
Mstep: Class 4 contains 45738 members 
Mstep: Class 5 contains 86977 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 12074 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 28130 members 
Mstep: Class 13 contains 51024 members 
Mstep: Class 14 contains 4309 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 85526 members 
Mstep: Class 20 contains 83749 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10142 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 7159 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2643 members 
Mstep: Class 29 contains 40791 members 
Mstep: Class 30 contains 3328 members 
Mstep: Class 31 contains 2063 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 16019 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94783 members 
Mstep: Class 37 contains 89389 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218152.000000 Penalty: 86459.953125
Iteration 176Q: 40 clusters Score -1.022182e+08 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 53505 members 
Mstep: Class 3 contains 81927 members 
Mstep: Class 4 contains 46588 members 
Mstep: Class 5 contains 86747 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 12063 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 28148 members 
Mstep: Class 13 contains 50788 members 
Mstep: Class 14 contains 4312 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 85485 members 
Mstep: Class 20 contains 83822 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10142 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 7168 members 
Mstep: Class 26 contains 1164 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2643 members 
Mstep: Class 29 contains 41134 members 
Mstep: Class 30 contains 3333 members 
Mstep: Class 31 contains 2068 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15983 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94893 members 
Mstep: Class 37 contains 89355 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218240.000000 Penalty: 86459.953125
Iteration 177Q: 40 clusters Score -1.022182e+08 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 52935 members 
Mstep: Class 3 contains 81734 members 
Mstep: Class 4 contains 47404 members 
Mstep: Class 5 contains 86522 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 12050 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 28156 members 
Mstep: Class 13 contains 50533 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2456 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 85465 members 
Mstep: Class 20 contains 83905 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 7183 members 
Mstep: Class 26 contains 1167 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2644 members 
Mstep: Class 29 contains 41481 members 
Mstep: Class 30 contains 3333 members 
Mstep: Class 31 contains 2072 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15945 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 94996 members 
Mstep: Class 37 contains 89327 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218200.000000 Penalty: 86459.953125
Iteration 178Q: 40 clusters Score -1.022182e+08 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 52345 members 
Mstep: Class 3 contains 81472 members 
Mstep: Class 4 contains 48259 members 
Mstep: Class 5 contains 86323 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 1852 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 12032 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 28160 members 
Mstep: Class 13 contains 50287 members 
Mstep: Class 14 contains 4309 members 
Mstep: Class 15 contains 3061 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 85490 members 
Mstep: Class 20 contains 83979 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10130 members 
Mstep: Class 23 contains 1693 members 
Mstep: Class 24 contains 1707 members 
Mstep: Class 25 contains 7204 members 
Mstep: Class 26 contains 1170 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2645 members 
Mstep: Class 29 contains 41806 members 
Mstep: Class 30 contains 3328 members 
Mstep: Class 31 contains 2073 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15907 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95104 members 
Mstep: Class 37 contains 89315 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218088.000000 Penalty: 86459.953125
Iteration 179Q: 40 clusters Score -1.022181e+08 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 51735 members 
Mstep: Class 3 contains 81269 members 
Mstep: Class 4 contains 49038 members 
Mstep: Class 5 contains 86087 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 12024 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 28160 members 
Mstep: Class 13 contains 50051 members 
Mstep: Class 14 contains 4308 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2541 members 
Mstep: Class 18 contains 8971 members 
Mstep: Class 19 contains 85543 members 
Mstep: Class 20 contains 84039 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10126 members 
Mstep: Class 23 contains 1694 members 
Mstep: Class 24 contains 1708 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2643 members 
Mstep: Class 29 contains 42129 members 
Mstep: Class 30 contains 3319 members 
Mstep: Class 31 contains 2075 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15880 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95226 members 
Mstep: Class 37 contains 89317 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218424.000000 Penalty: 86459.953125
Iteration 180F: 40 clusters Score -1.022184e+08 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 51098 members 
Mstep: Class 3 contains 81091 members 
Mstep: Class 4 contains 49861 members 
Mstep: Class 5 contains 85873 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 12007 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 28151 members 
Mstep: Class 13 contains 49845 members 
Mstep: Class 14 contains 4308 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 8960 members 
Mstep: Class 19 contains 85566 members 
Mstep: Class 20 contains 84103 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 1697 members 
Mstep: Class 24 contains 1709 members 
Mstep: Class 25 contains 7250 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2644 members 
Mstep: Class 29 contains 42440 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15854 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95329 members 
Mstep: Class 37 contains 89294 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218392.000000 Penalty: 86459.953125
Iteration 181Q: 40 clusters Score -1.022184e+08 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 50506 members 
Mstep: Class 3 contains 80903 members 
Mstep: Class 4 contains 50666 members 
Mstep: Class 5 contains 85669 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 1823 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11992 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 28160 members 
Mstep: Class 13 contains 49662 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 3104 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 8943 members 
Mstep: Class 19 contains 85583 members 
Mstep: Class 20 contains 84191 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10128 members 
Mstep: Class 23 contains 1698 members 
Mstep: Class 24 contains 1709 members 
Mstep: Class 25 contains 7268 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2645 members 
Mstep: Class 29 contains 42746 members 
Mstep: Class 30 contains 3303 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15826 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95381 members 
Mstep: Class 37 contains 89253 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218120.000000 Penalty: 86459.953125
Iteration 182Q: 40 clusters Score -1.022181e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 49902 members 
Mstep: Class 3 contains 80754 members 
Mstep: Class 4 contains 51424 members 
Mstep: Class 5 contains 85436 members 
Mstep: Class 6 contains 3910 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11976 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 28164 members 
Mstep: Class 13 contains 49481 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 15 contains 3117 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 8929 members 
Mstep: Class 19 contains 85631 members 
Mstep: Class 20 contains 84272 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10131 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 7282 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 43026 members 
Mstep: Class 30 contains 3301 members 
Mstep: Class 31 contains 2075 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15786 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95454 members 
Mstep: Class 37 contains 89220 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217960.000000 Penalty: 86459.953125
Iteration 183Q: 40 clusters Score -1.02218e+08 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 49279 members 
Mstep: Class 3 contains 80627 members 
Mstep: Class 4 contains 52205 members 
Mstep: Class 5 contains 85226 members 
Mstep: Class 6 contains 3909 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11957 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 28167 members 
Mstep: Class 13 contains 49267 members 
Mstep: Class 14 contains 4318 members 
Mstep: Class 15 contains 3121 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2715 members 
Mstep: Class 18 contains 8920 members 
Mstep: Class 19 contains 85644 members 
Mstep: Class 20 contains 84342 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10141 members 
Mstep: Class 23 contains 1694 members 
Mstep: Class 24 contains 1710 members 
Mstep: Class 25 contains 7298 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 43323 members 
Mstep: Class 30 contains 3294 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15738 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95562 members 
Mstep: Class 37 contains 89202 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218016.000000 Penalty: 86459.953125
Iteration 184Q: 40 clusters Score -1.02218e+08 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 48593 members 
Mstep: Class 3 contains 80490 members 
Mstep: Class 4 contains 53037 members 
Mstep: Class 5 contains 85012 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11953 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 28163 members 
Mstep: Class 13 contains 49098 members 
Mstep: Class 14 contains 4318 members 
Mstep: Class 15 contains 3124 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 85636 members 
Mstep: Class 20 contains 84422 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10145 members 
Mstep: Class 23 contains 1693 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 7311 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2651 members 
Mstep: Class 29 contains 43603 members 
Mstep: Class 30 contains 3279 members 
Mstep: Class 31 contains 2077 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15686 members 
Mstep: Class 34 contains 232 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95651 members 
Mstep: Class 37 contains 89235 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218336.000000 Penalty: 86459.953125
Iteration 185Q: 40 clusters Score -1.022183e+08 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 47878 members 
Mstep: Class 3 contains 80310 members 
Mstep: Class 4 contains 53857 members 
Mstep: Class 5 contains 84842 members 
Mstep: Class 6 contains 3899 members 
Mstep: Class 7 contains 1758 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11948 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 28156 members 
Mstep: Class 13 contains 48959 members 
Mstep: Class 14 contains 4322 members 
Mstep: Class 15 contains 3133 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 8899 members 
Mstep: Class 19 contains 85634 members 
Mstep: Class 20 contains 84513 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10146 members 
Mstep: Class 23 contains 1691 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 7333 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 43890 members 
Mstep: Class 30 contains 3277 members 
Mstep: Class 31 contains 2077 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15635 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95728 members 
Mstep: Class 37 contains 89247 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218888.000000 Penalty: 86459.953125
Iteration 186Q: 40 clusters Score -1.022189e+08 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 47131 members 
Mstep: Class 3 contains 80137 members 
Mstep: Class 4 contains 54660 members 
Mstep: Class 5 contains 84647 members 
Mstep: Class 6 contains 3896 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11947 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 28154 members 
Mstep: Class 13 contains 48775 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 3144 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 8880 members 
Mstep: Class 19 contains 85654 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 7357 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 44186 members 
Mstep: Class 30 contains 3271 members 
Mstep: Class 31 contains 2077 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15585 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95829 members 
Mstep: Class 37 contains 89299 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219072.000000 Penalty: 86459.953125
Iteration 187Q: 40 clusters Score -1.022191e+08 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 46359 members 
Mstep: Class 3 contains 80060 members 
Mstep: Class 4 contains 55427 members 
Mstep: Class 5 contains 84428 members 
Mstep: Class 6 contains 3890 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11938 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 28139 members 
Mstep: Class 13 contains 48626 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 3151 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 8853 members 
Mstep: Class 19 contains 85667 members 
Mstep: Class 20 contains 84671 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10165 members 
Mstep: Class 23 contains 1688 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 7379 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 44466 members 
Mstep: Class 30 contains 3272 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15537 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95916 members 
Mstep: Class 37 contains 89400 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219472.000000 Penalty: 86459.953125
Iteration 188Q: 40 clusters Score -1.022195e+08 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 45637 members 
Mstep: Class 3 contains 79906 members 
Mstep: Class 4 contains 56293 members 
Mstep: Class 5 contains 84247 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 1670 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11933 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 28120 members 
Mstep: Class 13 contains 48521 members 
Mstep: Class 14 contains 4326 members 
Mstep: Class 15 contains 3161 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 18 contains 8824 members 
Mstep: Class 19 contains 85642 members 
Mstep: Class 20 contains 84720 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10168 members 
Mstep: Class 23 contains 1691 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 7390 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 44716 members 
Mstep: Class 30 contains 3268 members 
Mstep: Class 31 contains 2080 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15484 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95988 members 
Mstep: Class 37 contains 89457 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2189.795898 but Gain 2216.921875
Score: -102219792.000000 Penalty: 84243.031250
Iteration 189Q: 39 clusters Score -1.022198e+08 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 44901 members 
Mstep: Class 3 contains 79855 members 
Mstep: Class 4 contains 57150 members 
Mstep: Class 5 contains 84064 members 
Mstep: Class 6 contains 3891 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11928 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 28088 members 
Mstep: Class 13 contains 49337 members 
Mstep: Class 14 contains 4329 members 
Mstep: Class 15 contains 3165 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 8796 members 
Mstep: Class 19 contains 85585 members 
Mstep: Class 20 contains 84756 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10174 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 7402 members 
Mstep: Class 26 contains 1172 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 45189 members 
Mstep: Class 30 contains 3277 members 
Mstep: Class 31 contains 2077 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15439 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96534 members 
Mstep: Class 37 contains 89527 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221816.000000 Penalty: 84243.031250
Iteration 190Q: 39 clusters Score -1.022218e+08 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 44179 members 
Mstep: Class 3 contains 79869 members 
Mstep: Class 4 contains 58044 members 
Mstep: Class 5 contains 83865 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11921 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 28054 members 
Mstep: Class 13 contains 49522 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3004 members 
Mstep: Class 18 contains 8764 members 
Mstep: Class 19 contains 85527 members 
Mstep: Class 20 contains 84753 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10180 members 
Mstep: Class 23 contains 1688 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 7411 members 
Mstep: Class 26 contains 1173 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 45467 members 
Mstep: Class 30 contains 3279 members 
Mstep: Class 31 contains 2079 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15382 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96201 members 
Mstep: Class 37 contains 89602 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222056.000000 Penalty: 84243.031250
Iteration 191Q: 39 clusters Score -1.022221e+08 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 43472 members 
Mstep: Class 3 contains 79787 members 
Mstep: Class 4 contains 58953 members 
Mstep: Class 5 contains 83687 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11908 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 28029 members 
Mstep: Class 13 contains 49639 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 3175 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3042 members 
Mstep: Class 18 contains 8745 members 
Mstep: Class 19 contains 85480 members 
Mstep: Class 20 contains 84697 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10183 members 
Mstep: Class 23 contains 1687 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 7427 members 
Mstep: Class 26 contains 1173 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 45664 members 
Mstep: Class 30 contains 3278 members 
Mstep: Class 31 contains 2082 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15324 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96088 members 
Mstep: Class 37 contains 89661 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222344.000000 Penalty: 84243.031250
Iteration 192Q: 39 clusters Score -1.022223e+08 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 42829 members 
Mstep: Class 3 contains 79663 members 
Mstep: Class 4 contains 59899 members 
Mstep: Class 5 contains 83525 members 
Mstep: Class 6 contains 3891 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11909 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 28001 members 
Mstep: Class 13 contains 49742 members 
Mstep: Class 14 contains 4334 members 
Mstep: Class 15 contains 3179 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 8728 members 
Mstep: Class 19 contains 85467 members 
Mstep: Class 20 contains 84583 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10180 members 
Mstep: Class 23 contains 1686 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 7445 members 
Mstep: Class 26 contains 1173 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2655 members 
Mstep: Class 29 contains 45793 members 
Mstep: Class 30 contains 3282 members 
Mstep: Class 31 contains 2082 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15260 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96040 members 
Mstep: Class 37 contains 89708 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222880.000000 Penalty: 84243.031250
Iteration 193Q: 39 clusters Score -1.022229e+08 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 42225 members 
Mstep: Class 3 contains 79551 members 
Mstep: Class 4 contains 60857 members 
Mstep: Class 5 contains 83370 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11906 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 27956 members 
Mstep: Class 13 contains 49829 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 3181 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 8706 members 
Mstep: Class 19 contains 85429 members 
Mstep: Class 20 contains 84460 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10184 members 
Mstep: Class 23 contains 1684 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 7463 members 
Mstep: Class 26 contains 1173 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2656 members 
Mstep: Class 29 contains 45881 members 
Mstep: Class 30 contains 3285 members 
Mstep: Class 31 contains 2081 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15201 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96038 members 
Mstep: Class 37 contains 89734 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223168.000000 Penalty: 84243.031250
Iteration 194Q: 39 clusters Score -1.022232e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 41617 members 
Mstep: Class 3 contains 79452 members 
Mstep: Class 4 contains 61824 members 
Mstep: Class 5 contains 83247 members 
Mstep: Class 6 contains 3886 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11900 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 27922 members 
Mstep: Class 13 contains 49934 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 3182 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3136 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 85402 members 
Mstep: Class 20 contains 84272 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10193 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 7464 members 
Mstep: Class 26 contains 1174 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2654 members 
Mstep: Class 29 contains 45953 members 
Mstep: Class 30 contains 3287 members 
Mstep: Class 31 contains 2082 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15124 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96066 members 
Mstep: Class 37 contains 89747 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223440.000000 Penalty: 84243.031250
Iteration 195Q: 39 clusters Score -1.022234e+08 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 41039 members 
Mstep: Class 3 contains 79350 members 
Mstep: Class 4 contains 62782 members 
Mstep: Class 5 contains 83161 members 
Mstep: Class 6 contains 3876 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11884 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 27881 members 
Mstep: Class 13 contains 50007 members 
Mstep: Class 14 contains 4340 members 
Mstep: Class 15 contains 3180 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3185 members 
Mstep: Class 18 contains 8674 members 
Mstep: Class 19 contains 85361 members 
Mstep: Class 20 contains 84055 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10197 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 7467 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2655 members 
Mstep: Class 29 contains 46035 members 
Mstep: Class 30 contains 3284 members 
Mstep: Class 31 contains 2083 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 15060 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96072 members 
Mstep: Class 37 contains 89791 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224216.000000 Penalty: 84243.031250
Iteration 196Q: 39 clusters Score -1.022242e+08 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 40460 members 
Mstep: Class 3 contains 79215 members 
Mstep: Class 4 contains 63750 members 
Mstep: Class 5 contains 83059 members 
Mstep: Class 6 contains 3869 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11873 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 27840 members 
Mstep: Class 13 contains 50047 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 3181 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3215 members 
Mstep: Class 18 contains 8649 members 
Mstep: Class 19 contains 85301 members 
Mstep: Class 20 contains 83855 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10190 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 7470 members 
Mstep: Class 26 contains 1178 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2654 members 
Mstep: Class 29 contains 46122 members 
Mstep: Class 30 contains 3286 members 
Mstep: Class 31 contains 2083 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14995 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96125 members 
Mstep: Class 37 contains 89875 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224520.000000 Penalty: 84243.031250
Iteration 197Q: 39 clusters Score -1.022245e+08 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 39930 members 
Mstep: Class 3 contains 79089 members 
Mstep: Class 4 contains 64796 members 
Mstep: Class 5 contains 82917 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11851 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 27771 members 
Mstep: Class 13 contains 50124 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3252 members 
Mstep: Class 18 contains 8619 members 
Mstep: Class 19 contains 85213 members 
Mstep: Class 20 contains 83663 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10196 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 7473 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 46213 members 
Mstep: Class 30 contains 3282 members 
Mstep: Class 31 contains 2082 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14914 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96128 members 
Mstep: Class 37 contains 89952 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224824.000000 Penalty: 84243.031250
Iteration 198Q: 39 clusters Score -1.022248e+08 nChanged 3980
Entering ConstructFrom: 
Score: -102224824.000000 Penalty: 84243.031250
Entering ConstructFrom: 
Trying to split cluster 1 (8687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Entering Unmasked Estep 
Score: -1057003.250000 Penalty: 1473.807251
	Iteration 0F: 2 clusters Score -1057003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1050725.250000 Penalty: 2947.614502
	Iteration 0F: 3 clusters Score -1050725 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1052768.375000 Penalty: 2947.614502
	Iteration 1F: 3 clusters Score -1052768 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1053015.000000 Penalty: 2947.614502
	Iteration 2F: 3 clusters Score -1053015 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1053201.625000 Penalty: 2947.614502
	Iteration 3F: 3 clusters Score -1053202 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1053375.375000 Penalty: 2947.614502
	Iteration 4Q: 3 clusters Score -1053375 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1053574.625000 Penalty: 2947.614502
	Iteration 5Q: 3 clusters Score -1053575 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1053778.375000 Penalty: 2947.614502
	Iteration 6Q: 3 clusters Score -1053778 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1054056.250000 Penalty: 2947.614502
	Iteration 7Q: 3 clusters Score -1054056 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1054372.750000 Penalty: 2947.614502
	Iteration 8Q: 3 clusters Score -1054373 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1054711.500000 Penalty: 2947.614502
	Iteration 9Q: 3 clusters Score -1054712 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1055041.500000 Penalty: 2947.614502
	Iteration 10Q: 3 clusters Score -1055042 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1055299.000000 Penalty: 2947.614502
	Iteration 11Q: 3 clusters Score -1055299 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1055480.625000 Penalty: 2947.614502
	Iteration 12Q: 3 clusters Score -1055481 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1055622.625000 Penalty: 2947.614502
	Iteration 13Q: 3 clusters Score -1055623 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1055778.250000 Penalty: 2947.614502
	Iteration 14Q: 3 clusters Score -1055778 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1055916.125000 Penalty: 2947.614502
	Iteration 15Q: 3 clusters Score -1055916 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1056033.125000 Penalty: 2947.614502
	Iteration 16Q: 3 clusters Score -1056033 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1056118.250000 Penalty: 2947.614502
	Iteration 17Q: 3 clusters Score -1056118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1056169.500000 Penalty: 2947.614502
	Iteration 18Q: 3 clusters Score -1056170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1056205.875000 Penalty: 2947.614502
	Iteration 19Q: 3 clusters Score -1056206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1056224.375000 Penalty: 2947.614502
	Iteration 20F: 3 clusters Score -1056224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1056237.875000 Penalty: 2947.614502
	Iteration 21Q: 3 clusters Score -1056238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1056243.250000 Penalty: 2947.614502
	Iteration 22Q: 3 clusters Score -1056243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1056249.750000 Penalty: 2947.614502
	Iteration 23Q: 3 clusters Score -1056250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1056252.875000 Penalty: 2947.614502
	Iteration 24Q: 3 clusters Score -1056253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1056258.875000 Penalty: 2947.614502
	Iteration 25Q: 3 clusters Score -1056259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1056261.500000 Penalty: 2947.614502
	Iteration 26Q: 3 clusters Score -1056262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1056263.875000 Penalty: 2947.614502
	Iteration 27Q: 3 clusters Score -1056264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1056264.750000 Penalty: 2947.614502
	Iteration 28Q: 3 clusters Score -1056265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1056264.875000 Penalty: 2947.614502
	Iteration 29Q: 3 clusters Score -1056265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1056264.250000 Penalty: 2947.614502
	Iteration 30Q: 3 clusters Score -1056264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1056264.875000 Penalty: 2947.614502
	Iteration 31Q: 3 clusters Score -1056265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1056264.875000 Penalty: 2947.614502
	Iteration 32F: 3 clusters Score -1056265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Entering Unmasked Estep 
Score: -4827170.500000 Penalty: 1719.637451
	Iteration 0F: 2 clusters Score -4827170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4800676.500000 Penalty: 3439.274902
	Iteration 0F: 3 clusters Score -4800676 nChanged 18411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4811238.500000 Penalty: 3439.274902
	Iteration 1F: 3 clusters Score -4811238 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4812101.500000 Penalty: 3439.274902
	Iteration 2F: 3 clusters Score -4812102 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -4813518.500000 Penalty: 3439.274902
	Iteration 3F: 3 clusters Score -4813518 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4815870.500000 Penalty: 3439.274902
	Iteration 4F: 3 clusters Score -4815870 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -4819093.000000 Penalty: 3439.274902
	Iteration 5F: 3 clusters Score -4819093 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4822389.000000 Penalty: 3439.274902
	Iteration 6F: 3 clusters Score -4822389 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4824490.000000 Penalty: 3439.274902
	Iteration 7F: 3 clusters Score -4824490 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4825250.500000 Penalty: 3439.274902
	Iteration 8Q: 3 clusters Score -4825250 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4825454.000000 Penalty: 3439.274902
	Iteration 9Q: 3 clusters Score -4825454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4825517.500000 Penalty: 3439.274902
	Iteration 10Q: 3 clusters Score -4825518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4825572.500000 Penalty: 3439.274902
	Iteration 11Q: 3 clusters Score -4825572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -4825592.500000 Penalty: 3439.274902
	Iteration 12Q: 3 clusters Score -4825592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -4825603.500000 Penalty: 3439.274902
	Iteration 13Q: 3 clusters Score -4825604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4825609.000000 Penalty: 3439.274902
	Iteration 14Q: 3 clusters Score -4825609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4825609.000000 Penalty: 3439.274902
	Iteration 15F: 3 clusters Score -4825609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Entering Unmasked Estep 
Score: -9868313.000000 Penalty: 1832.531128
	Iteration 0F: 2 clusters Score -9868313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -9815831.000000 Penalty: 3665.062256
	Iteration 0F: 3 clusters Score -9815831 nChanged 37657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -9837153.000000 Penalty: 3665.062256
	Iteration 1F: 3 clusters Score -9837153 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -9837787.000000 Penalty: 3665.062256
	Iteration 2Q: 3 clusters Score -9837787 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -9838520.000000 Penalty: 3665.062256
	Iteration 3Q: 3 clusters Score -9838520 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -9839724.000000 Penalty: 3665.062256
	Iteration 4Q: 3 clusters Score -9839724 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -9841721.000000 Penalty: 3665.062256
	Iteration 5F: 3 clusters Score -9841721 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -9845394.000000 Penalty: 3665.062256
	Iteration 6F: 3 clusters Score -9845394 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -9851133.000000 Penalty: 3665.062256
	Iteration 7F: 3 clusters Score -9851133 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -9857504.000000 Penalty: 3665.062256
	Iteration 8F: 3 clusters Score -9857504 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -9862131.000000 Penalty: 3665.062256
	Iteration 9F: 3 clusters Score -9862131 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -9864430.000000 Penalty: 3665.062256
	Iteration 10Q: 3 clusters Score -9864430 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -9865362.000000 Penalty: 3665.062256
	Iteration 11Q: 3 clusters Score -9865362 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -9865794.000000 Penalty: 3665.062256
	Iteration 12Q: 3 clusters Score -9865794 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -9866041.000000 Penalty: 3665.062256
	Iteration 13Q: 3 clusters Score -9866041 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -9866256.000000 Penalty: 3665.062256
	Iteration 14Q: 3 clusters Score -9866256 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -9866406.000000 Penalty: 3665.062256
	Iteration 15Q: 3 clusters Score -9866406 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -9866525.000000 Penalty: 3665.062256
	Iteration 16Q: 3 clusters Score -9866525 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -9866596.000000 Penalty: 3665.062256
	Iteration 17Q: 3 clusters Score -9866596 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -9866663.000000 Penalty: 3665.062256
	Iteration 18Q: 3 clusters Score -9866663 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
Score: -9866706.000000 Penalty: 3665.062256
	Iteration 19Q: 3 clusters Score -9866706 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -9866751.000000 Penalty: 3665.062256
	Iteration 20F: 3 clusters Score -9866751 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 77138 members 
Entering Unmasked Estep 
Score: -9866814.000000 Penalty: 3665.062256
	Iteration 21Q: 3 clusters Score -9866814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 77301 members 
Entering Unmasked Estep 
Score: -9866833.000000 Penalty: 3665.062256
	Iteration 22Q: 3 clusters Score -9866833 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 77440 members 
Entering Unmasked Estep 
Score: -9866871.000000 Penalty: 3665.062256
	Iteration 23Q: 3 clusters Score -9866871 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -9866844.000000 Penalty: 3665.062256
	Iteration 24Q: 3 clusters Score -9866844 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -9866860.000000 Penalty: 3665.062256
	Iteration 25Q: 3 clusters Score -9866860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -9866874.000000 Penalty: 3665.062256
	Iteration 26Q: 3 clusters Score -9866874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -9866866.000000 Penalty: 3665.062256
	Iteration 27Q: 3 clusters Score -9866866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -9866869.000000 Penalty: 3665.062256
	Iteration 28Q: 3 clusters Score -9866869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -9866878.000000 Penalty: 3665.062256
	Iteration 29Q: 3 clusters Score -9866878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -9866882.000000 Penalty: 3665.062256
	Iteration 30Q: 3 clusters Score -9866882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 77954 members 
Entering Unmasked Estep 
Score: -9866916.000000 Penalty: 3665.062256
	Iteration 31Q: 3 clusters Score -9866916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 77983 members 
Entering Unmasked Estep 
Score: -9866909.000000 Penalty: 3665.062256
	Iteration 32Q: 3 clusters Score -9866909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -9866913.000000 Penalty: 3665.062256
	Iteration 33Q: 3 clusters Score -9866913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -9866924.000000 Penalty: 3665.062256
	Iteration 34Q: 3 clusters Score -9866924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -9866924.000000 Penalty: 3665.062256
	Iteration 35Q: 3 clusters Score -9866924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -9866921.000000 Penalty: 3665.062256
	Iteration 36Q: 3 clusters Score -9866921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 78065 members 
Entering Unmasked Estep 
Score: -9866911.000000 Penalty: 3665.062256
	Iteration 37Q: 3 clusters Score -9866911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -9866915.000000 Penalty: 3665.062256
	Iteration 38Q: 3 clusters Score -9866915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 78079 members 
Entering Unmasked Estep 
Score: -9866916.000000 Penalty: 3665.062256
	Iteration 39Q: 3 clusters Score -9866916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -9866914.000000 Penalty: 3665.062256
	Iteration 40F: 3 clusters Score -9866914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -9866915.000000 Penalty: 3665.062256
	Iteration 41Q: 3 clusters Score -9866915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -9866919.000000 Penalty: 3665.062256
	Iteration 42Q: 3 clusters Score -9866919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
Score: -9866921.000000 Penalty: 3665.062256
	Iteration 43Q: 3 clusters Score -9866921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -9866923.000000 Penalty: 3665.062256
	Iteration 44Q: 3 clusters Score -9866923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -9866931.000000 Penalty: 3665.062256
	Iteration 45Q: 3 clusters Score -9866931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -9866924.000000 Penalty: 3665.062256
	Iteration 46Q: 3 clusters Score -9866924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -9866929.000000 Penalty: 3665.062256
	Iteration 47Q: 3 clusters Score -9866929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -9866925.000000 Penalty: 3665.062256
	Iteration 48Q: 3 clusters Score -9866925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -9866936.000000 Penalty: 3665.062256
	Iteration 49Q: 3 clusters Score -9866936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -9866928.000000 Penalty: 3665.062256
	Iteration 50Q: 3 clusters Score -9866928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -9866933.000000 Penalty: 3665.062256
	Iteration 51Q: 3 clusters Score -9866933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -9866932.000000 Penalty: 3665.062256
	Iteration 52Q: 3 clusters Score -9866932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -9866935.000000 Penalty: 3665.062256
	Iteration 53Q: 3 clusters Score -9866935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -9866935.000000 Penalty: 3665.062256
	Iteration 54Q: 3 clusters Score -9866935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -9866929.000000 Penalty: 3665.062256
	Iteration 55Q: 3 clusters Score -9866929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -9866931.000000 Penalty: 3665.062256
	Iteration 56Q: 3 clusters Score -9866931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -9866929.000000 Penalty: 3665.062256
	Iteration 57Q: 3 clusters Score -9866929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -9866932.000000 Penalty: 3665.062256
	Iteration 58Q: 3 clusters Score -9866932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -9866937.000000 Penalty: 3665.062256
	Iteration 59Q: 3 clusters Score -9866937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -9866935.000000 Penalty: 3665.062256
	Iteration 60F: 3 clusters Score -9866935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -9866940.000000 Penalty: 3665.062256
	Iteration 61Q: 3 clusters Score -9866940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -9866946.000000 Penalty: 3665.062256
	Iteration 62Q: 3 clusters Score -9866946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -9866937.000000 Penalty: 3665.062256
	Iteration 63Q: 3 clusters Score -9866937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -9866940.000000 Penalty: 3665.062256
	Iteration 64Q: 3 clusters Score -9866940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 78264 members 
Entering Unmasked Estep 
Score: -9866943.000000 Penalty: 3665.062256
	Iteration 65Q: 3 clusters Score -9866943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 78264 members 
Entering Unmasked Estep 
Score: -9866943.000000 Penalty: 3665.062256
	Iteration 66F: 3 clusters Score -9866943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Entering Unmasked Estep 
Score: -8275140.000000 Penalty: 1802.892700
	Iteration 0F: 2 clusters Score -8275140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -8231950.500000 Penalty: 3605.785400
	Iteration 0F: 3 clusters Score -8231950 nChanged 31141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -8249941.500000 Penalty: 3605.785400
	Iteration 1F: 3 clusters Score -8249942 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -8250652.500000 Penalty: 3605.785400
	Iteration 2Q: 3 clusters Score -8250652 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -8251427.000000 Penalty: 3605.785400
	Iteration 3Q: 3 clusters Score -8251427 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -8252341.500000 Penalty: 3605.785400
	Iteration 4Q: 3 clusters Score -8252342 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -8253612.000000 Penalty: 3605.785400
	Iteration 5Q: 3 clusters Score -8253612 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -8255451.500000 Penalty: 3605.785400
	Iteration 6F: 3 clusters Score -8255452 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -8258061.000000 Penalty: 3605.785400
	Iteration 7F: 3 clusters Score -8258061 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -8261027.000000 Penalty: 3605.785400
	Iteration 8F: 3 clusters Score -8261027 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -8263222.500000 Penalty: 3605.785400
	Iteration 9F: 3 clusters Score -8263222 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -8264060.500000 Penalty: 3605.785400
	Iteration 10Q: 3 clusters Score -8264060 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -8264524.000000 Penalty: 3605.785400
	Iteration 11Q: 3 clusters Score -8264524 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -8264709.500000 Penalty: 3605.785400
	Iteration 12Q: 3 clusters Score -8264710 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -8264907.000000 Penalty: 3605.785400
	Iteration 13Q: 3 clusters Score -8264907 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -8265106.500000 Penalty: 3605.785400
	Iteration 14Q: 3 clusters Score -8265106 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -8265266.000000 Penalty: 3605.785400
	Iteration 15Q: 3 clusters Score -8265266 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -8265504.000000 Penalty: 3605.785400
	Iteration 16Q: 3 clusters Score -8265504 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -8265807.500000 Penalty: 3605.785400
	Iteration 17Q: 3 clusters Score -8265808 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -8266077.500000 Penalty: 3605.785400
	Iteration 18Q: 3 clusters Score -8266078 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -8266371.500000 Penalty: 3605.785400
	Iteration 19Q: 3 clusters Score -8266372 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -8266690.000000 Penalty: 3605.785400
	Iteration 20F: 3 clusters Score -8266690 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -8266959.500000 Penalty: 3605.785400
	Iteration 21Q: 3 clusters Score -8266960 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -8267305.000000 Penalty: 3605.785400
	Iteration 22Q: 3 clusters Score -8267305 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -8267670.500000 Penalty: 3605.785400
	Iteration 23Q: 3 clusters Score -8267670 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -8268043.000000 Penalty: 3605.785400
	Iteration 24Q: 3 clusters Score -8268043 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -8268359.000000 Penalty: 3605.785400
	Iteration 25Q: 3 clusters Score -8268359 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -8268666.000000 Penalty: 3605.785400
	Iteration 26Q: 3 clusters Score -8268666 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -8268969.500000 Penalty: 3605.785400
	Iteration 27Q: 3 clusters Score -8268970 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -8269205.500000 Penalty: 3605.785400
	Iteration 28Q: 3 clusters Score -8269206 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -8269491.500000 Penalty: 3605.785400
	Iteration 29Q: 3 clusters Score -8269492 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -8269796.500000 Penalty: 3605.785400
	Iteration 30Q: 3 clusters Score -8269796 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -8270122.000000 Penalty: 3605.785400
	Iteration 31Q: 3 clusters Score -8270122 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -8270421.000000 Penalty: 3605.785400
	Iteration 32Q: 3 clusters Score -8270421 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -8270645.500000 Penalty: 3605.785400
	Iteration 33Q: 3 clusters Score -8270646 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -8270924.000000 Penalty: 3605.785400
	Iteration 34Q: 3 clusters Score -8270924 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -8271152.000000 Penalty: 3605.785400
	Iteration 35Q: 3 clusters Score -8271152 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -8271363.500000 Penalty: 3605.785400
	Iteration 36Q: 3 clusters Score -8271364 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -8271546.500000 Penalty: 3605.785400
	Iteration 37Q: 3 clusters Score -8271546 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -8271737.500000 Penalty: 3605.785400
	Iteration 38Q: 3 clusters Score -8271738 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -8271926.000000 Penalty: 3605.785400
	Iteration 39Q: 3 clusters Score -8271926 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -8272080.500000 Penalty: 3605.785400
	Iteration 40F: 3 clusters Score -8272080 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -8272251.500000 Penalty: 3605.785400
	Iteration 41Q: 3 clusters Score -8272252 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -8272398.000000 Penalty: 3605.785400
	Iteration 42Q: 3 clusters Score -8272398 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -8272531.500000 Penalty: 3605.785400
	Iteration 43Q: 3 clusters Score -8272532 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -8272649.500000 Penalty: 3605.785400
	Iteration 44Q: 3 clusters Score -8272650 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -8272768.500000 Penalty: 3605.785400
	Iteration 45Q: 3 clusters Score -8272768 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -8272838.000000 Penalty: 3605.785400
	Iteration 46Q: 3 clusters Score -8272838 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -8272903.000000 Penalty: 3605.785400
	Iteration 47Q: 3 clusters Score -8272903 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -8272967.500000 Penalty: 3605.785400
	Iteration 48Q: 3 clusters Score -8272968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -8272997.500000 Penalty: 3605.785400
	Iteration 49Q: 3 clusters Score -8272998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -8273054.500000 Penalty: 3605.785400
	Iteration 50Q: 3 clusters Score -8273054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -8273106.000000 Penalty: 3605.785400
	Iteration 51Q: 3 clusters Score -8273106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -8273152.000000 Penalty: 3605.785400
	Iteration 52Q: 3 clusters Score -8273152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -8273189.500000 Penalty: 3605.785400
	Iteration 53Q: 3 clusters Score -8273190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -8273200.000000 Penalty: 3605.785400
	Iteration 54Q: 3 clusters Score -8273200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -8273224.500000 Penalty: 3605.785400
	Iteration 55Q: 3 clusters Score -8273224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -8273241.500000 Penalty: 3605.785400
	Iteration 56Q: 3 clusters Score -8273242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -8273268.000000 Penalty: 3605.785400
	Iteration 57Q: 3 clusters Score -8273268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -8273275.000000 Penalty: 3605.785400
	Iteration 58Q: 3 clusters Score -8273275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -8273295.000000 Penalty: 3605.785400
	Iteration 59Q: 3 clusters Score -8273295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -8273296.000000 Penalty: 3605.785400
	Iteration 60F: 3 clusters Score -8273296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -8273293.500000 Penalty: 3605.785400
	Iteration 61Q: 3 clusters Score -8273294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -8273304.500000 Penalty: 3605.785400
	Iteration 62Q: 3 clusters Score -8273304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -8273302.500000 Penalty: 3605.785400
	Iteration 63Q: 3 clusters Score -8273302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -8273306.000000 Penalty: 3605.785400
	Iteration 64Q: 3 clusters Score -8273306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -8273308.500000 Penalty: 3605.785400
	Iteration 65Q: 3 clusters Score -8273308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -8273317.500000 Penalty: 3605.785400
	Iteration 66Q: 3 clusters Score -8273318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -8273337.500000 Penalty: 3605.785400
	Iteration 67Q: 3 clusters Score -8273338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -8273340.000000 Penalty: 3605.785400
	Iteration 68Q: 3 clusters Score -8273340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -8273354.000000 Penalty: 3605.785400
	Iteration 69Q: 3 clusters Score -8273354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 64254 members 
Entering Unmasked Estep 
Score: -8273365.500000 Penalty: 3605.785400
	Iteration 70Q: 3 clusters Score -8273366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -8273367.000000 Penalty: 3605.785400
	Iteration 71Q: 3 clusters Score -8273367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -8273381.000000 Penalty: 3605.785400
	Iteration 72Q: 3 clusters Score -8273381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -8273388.000000 Penalty: 3605.785400
	Iteration 73Q: 3 clusters Score -8273388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -8273396.000000 Penalty: 3605.785400
	Iteration 74Q: 3 clusters Score -8273396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -8273409.500000 Penalty: 3605.785400
	Iteration 75Q: 3 clusters Score -8273410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -8273419.500000 Penalty: 3605.785400
	Iteration 76Q: 3 clusters Score -8273420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -8273426.500000 Penalty: 3605.785400
	Iteration 77Q: 3 clusters Score -8273426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -8273446.500000 Penalty: 3605.785400
	Iteration 78Q: 3 clusters Score -8273446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -8273441.500000 Penalty: 3605.785400
	Iteration 79Q: 3 clusters Score -8273442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -8273443.500000 Penalty: 3605.785400
	Iteration 80F: 3 clusters Score -8273444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -8273444.500000 Penalty: 3605.785400
	Iteration 81Q: 3 clusters Score -8273444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -8273442.000000 Penalty: 3605.785400
	Iteration 82Q: 3 clusters Score -8273442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -8273445.500000 Penalty: 3605.785400
	Iteration 83Q: 3 clusters Score -8273446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -8273450.000000 Penalty: 3605.785400
	Iteration 84Q: 3 clusters Score -8273450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -8273448.500000 Penalty: 3605.785400
	Iteration 85Q: 3 clusters Score -8273448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -8273446.500000 Penalty: 3605.785400
	Iteration 86Q: 3 clusters Score -8273446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -8273447.000000 Penalty: 3605.785400
	Iteration 87Q: 3 clusters Score -8273447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -8273442.000000 Penalty: 3605.785400
	Iteration 88Q: 3 clusters Score -8273442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -8273449.000000 Penalty: 3605.785400
	Iteration 89Q: 3 clusters Score -8273449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -8273449.000000 Penalty: 3605.785400
	Iteration 90F: 3 clusters Score -8273449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Entering Unmasked Estep 
Score: -10354399.000000 Penalty: 1840.091431
	Iteration 0F: 2 clusters Score -1.03544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -10300404.000000 Penalty: 3680.182861
	Iteration 0F: 3 clusters Score -1.03004e+07 nChanged 39417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -10324212.000000 Penalty: 3680.182861
	Iteration 1F: 3 clusters Score -1.032421e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -10326234.000000 Penalty: 3680.182861
	Iteration 2Q: 3 clusters Score -1.032623e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -10329526.000000 Penalty: 3680.182861
	Iteration 3F: 3 clusters Score -1.032953e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -10334476.000000 Penalty: 3680.182861
	Iteration 4F: 3 clusters Score -1.033448e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -10339628.000000 Penalty: 3680.182861
	Iteration 5F: 3 clusters Score -1.033963e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -10342450.000000 Penalty: 3680.182861
	Iteration 6F: 3 clusters Score -1.034245e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -10343443.000000 Penalty: 3680.182861
	Iteration 7Q: 3 clusters Score -1.034344e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -10343878.000000 Penalty: 3680.182861
	Iteration 8Q: 3 clusters Score -1.034388e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -10344163.000000 Penalty: 3680.182861
	Iteration 9Q: 3 clusters Score -1.034416e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -10344502.000000 Penalty: 3680.182861
	Iteration 10Q: 3 clusters Score -1.03445e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -10344673.000000 Penalty: 3680.182861
	Iteration 11Q: 3 clusters Score -1.034467e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -10344997.000000 Penalty: 3680.182861
	Iteration 12Q: 3 clusters Score -1.0345e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -10345218.000000 Penalty: 3680.182861
	Iteration 13Q: 3 clusters Score -1.034522e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -10345507.000000 Penalty: 3680.182861
	Iteration 14Q: 3 clusters Score -1.034551e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -10345661.000000 Penalty: 3680.182861
	Iteration 15Q: 3 clusters Score -1.034566e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -10345947.000000 Penalty: 3680.182861
	Iteration 16Q: 3 clusters Score -1.034595e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -10346184.000000 Penalty: 3680.182861
	Iteration 17Q: 3 clusters Score -1.034618e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -10346390.000000 Penalty: 3680.182861
	Iteration 18Q: 3 clusters Score -1.034639e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -10346536.000000 Penalty: 3680.182861
	Iteration 19Q: 3 clusters Score -1.034654e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -10346667.000000 Penalty: 3680.182861
	Iteration 20F: 3 clusters Score -1.034667e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -10346834.000000 Penalty: 3680.182861
	Iteration 21Q: 3 clusters Score -1.034683e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -10347029.000000 Penalty: 3680.182861
	Iteration 22Q: 3 clusters Score -1.034703e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -10347176.000000 Penalty: 3680.182861
	Iteration 23Q: 3 clusters Score -1.034718e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -10347403.000000 Penalty: 3680.182861
	Iteration 24Q: 3 clusters Score -1.03474e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -10347661.000000 Penalty: 3680.182861
	Iteration 25Q: 3 clusters Score -1.034766e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -10347890.000000 Penalty: 3680.182861
	Iteration 26Q: 3 clusters Score -1.034789e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -10348145.000000 Penalty: 3680.182861
	Iteration 27Q: 3 clusters Score -1.034814e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -10348435.000000 Penalty: 3680.182861
	Iteration 28Q: 3 clusters Score -1.034844e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -10348728.000000 Penalty: 3680.182861
	Iteration 29Q: 3 clusters Score -1.034873e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -10349071.000000 Penalty: 3680.182861
	Iteration 30Q: 3 clusters Score -1.034907e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -10349487.000000 Penalty: 3680.182861
	Iteration 31Q: 3 clusters Score -1.034949e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -10349809.000000 Penalty: 3680.182861
	Iteration 32Q: 3 clusters Score -1.034981e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -10350168.000000 Penalty: 3680.182861
	Iteration 33Q: 3 clusters Score -1.035017e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -10350567.000000 Penalty: 3680.182861
	Iteration 34Q: 3 clusters Score -1.035057e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -10350975.000000 Penalty: 3680.182861
	Iteration 35Q: 3 clusters Score -1.035098e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -10351325.000000 Penalty: 3680.182861
	Iteration 36Q: 3 clusters Score -1.035132e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -10351585.000000 Penalty: 3680.182861
	Iteration 37Q: 3 clusters Score -1.035158e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -10351831.000000 Penalty: 3680.182861
	Iteration 38Q: 3 clusters Score -1.035183e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -10352047.000000 Penalty: 3680.182861
	Iteration 39Q: 3 clusters Score -1.035205e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78395 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -10352231.000000 Penalty: 3680.182861
	Iteration 40F: 3 clusters Score -1.035223e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -10352391.000000 Penalty: 3680.182861
	Iteration 41Q: 3 clusters Score -1.035239e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -10352486.000000 Penalty: 3680.182861
	Iteration 42Q: 3 clusters Score -1.035249e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -10352600.000000 Penalty: 3680.182861
	Iteration 43Q: 3 clusters Score -1.03526e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -10352680.000000 Penalty: 3680.182861
	Iteration 44Q: 3 clusters Score -1.035268e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -10352756.000000 Penalty: 3680.182861
	Iteration 45Q: 3 clusters Score -1.035276e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -10352826.000000 Penalty: 3680.182861
	Iteration 46Q: 3 clusters Score -1.035283e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -10352881.000000 Penalty: 3680.182861
	Iteration 47Q: 3 clusters Score -1.035288e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -10352940.000000 Penalty: 3680.182861
	Iteration 48Q: 3 clusters Score -1.035294e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -10352987.000000 Penalty: 3680.182861
	Iteration 49Q: 3 clusters Score -1.035299e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -10353000.000000 Penalty: 3680.182861
	Iteration 50Q: 3 clusters Score -1.0353e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -10353016.000000 Penalty: 3680.182861
	Iteration 51Q: 3 clusters Score -1.035302e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10353015.000000 Penalty: 3680.182861
	Iteration 52Q: 3 clusters Score -1.035302e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -10353029.000000 Penalty: 3680.182861
	Iteration 53Q: 3 clusters Score -1.035303e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -10353041.000000 Penalty: 3680.182861
	Iteration 54Q: 3 clusters Score -1.035304e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -10353066.000000 Penalty: 3680.182861
	Iteration 55Q: 3 clusters Score -1.035307e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -10353087.000000 Penalty: 3680.182861
	Iteration 56Q: 3 clusters Score -1.035309e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10353102.000000 Penalty: 3680.182861
	Iteration 57Q: 3 clusters Score -1.03531e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -10353110.000000 Penalty: 3680.182861
	Iteration 58Q: 3 clusters Score -1.035311e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -10353124.000000 Penalty: 3680.182861
	Iteration 59Q: 3 clusters Score -1.035312e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -10353111.000000 Penalty: 3680.182861
	Iteration 60F: 3 clusters Score -1.035311e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10353123.000000 Penalty: 3680.182861
	Iteration 61Q: 3 clusters Score -1.035312e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -10353142.000000 Penalty: 3680.182861
	Iteration 62Q: 3 clusters Score -1.035314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -10353152.000000 Penalty: 3680.182861
	Iteration 63Q: 3 clusters Score -1.035315e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -10353153.000000 Penalty: 3680.182861
	Iteration 64Q: 3 clusters Score -1.035315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -10353157.000000 Penalty: 3680.182861
	Iteration 65Q: 3 clusters Score -1.035316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10353167.000000 Penalty: 3680.182861
	Iteration 66Q: 3 clusters Score -1.035317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -10353174.000000 Penalty: 3680.182861
	Iteration 67Q: 3 clusters Score -1.035317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10353198.000000 Penalty: 3680.182861
	Iteration 68Q: 3 clusters Score -1.03532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -10353192.000000 Penalty: 3680.182861
	Iteration 69Q: 3 clusters Score -1.035319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -10353202.000000 Penalty: 3680.182861
	Iteration 70Q: 3 clusters Score -1.03532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10353193.000000 Penalty: 3680.182861
	Iteration 71Q: 3 clusters Score -1.035319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10353197.000000 Penalty: 3680.182861
	Iteration 72Q: 3 clusters Score -1.03532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10353205.000000 Penalty: 3680.182861
	Iteration 73Q: 3 clusters Score -1.03532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10353192.000000 Penalty: 3680.182861
	Iteration 74Q: 3 clusters Score -1.035319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -10353191.000000 Penalty: 3680.182861
	Iteration 75Q: 3 clusters Score -1.035319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -10353185.000000 Penalty: 3680.182861
	Iteration 76Q: 3 clusters Score -1.035318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -10353194.000000 Penalty: 3680.182861
	Iteration 77Q: 3 clusters Score -1.035319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -10353194.000000 Penalty: 3680.182861
	Iteration 78F: 3 clusters Score -1.035319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -443656.437500 Penalty: 1341.445435
	Iteration 0F: 2 clusters Score -443656.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -440429.156250 Penalty: 2682.890869
	Iteration 0F: 3 clusters Score -440429.2 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -441270.531250 Penalty: 2682.890869
	Iteration 1F: 3 clusters Score -441270.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -441447.781250 Penalty: 2682.890869
	Iteration 2F: 3 clusters Score -441447.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -441564.718750 Penalty: 2682.890869
	Iteration 3F: 3 clusters Score -441564.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -441655.625000 Penalty: 2682.890869
	Iteration 4Q: 3 clusters Score -441655.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -441708.718750 Penalty: 2682.890869
	Iteration 5Q: 3 clusters Score -441708.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -441762.906250 Penalty: 2682.890869
	Iteration 6Q: 3 clusters Score -441762.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -441812.093750 Penalty: 2682.890869
	Iteration 7Q: 3 clusters Score -441812.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -441857.687500 Penalty: 2682.890869
	Iteration 8Q: 3 clusters Score -441857.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -441903.875000 Penalty: 2682.890869
	Iteration 9Q: 3 clusters Score -441903.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -441954.375000 Penalty: 2682.890869
	Iteration 10Q: 3 clusters Score -441954.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -442012.875000 Penalty: 2682.890869
	Iteration 11Q: 3 clusters Score -442012.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -442079.156250 Penalty: 2682.890869
	Iteration 12Q: 3 clusters Score -442079.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -442169.843750 Penalty: 2682.890869
	Iteration 13Q: 3 clusters Score -442169.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -442307.187500 Penalty: 2682.890869
	Iteration 14Q: 3 clusters Score -442307.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -442467.687500 Penalty: 2682.890869
	Iteration 15Q: 3 clusters Score -442467.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -442663.906250 Penalty: 2682.890869
	Iteration 16F: 3 clusters Score -442663.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -442854.812500 Penalty: 2682.890869
	Iteration 17Q: 3 clusters Score -442854.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -443024.843750 Penalty: 2682.890869
	Iteration 18Q: 3 clusters Score -443024.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -443157.531250 Penalty: 2682.890869
	Iteration 19Q: 3 clusters Score -443157.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -443251.031250 Penalty: 2682.890869
	Iteration 20F: 3 clusters Score -443251 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -443293.500000 Penalty: 2682.890869
	Iteration 21Q: 3 clusters Score -443293.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -443315.187500 Penalty: 2682.890869
	Iteration 22Q: 3 clusters Score -443315.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -443336.218750 Penalty: 2682.890869
	Iteration 23Q: 3 clusters Score -443336.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -443344.843750 Penalty: 2682.890869
	Iteration 24Q: 3 clusters Score -443344.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -443352.000000 Penalty: 2682.890869
	Iteration 25Q: 3 clusters Score -443352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -443357.062500 Penalty: 2682.890869
	Iteration 26Q: 3 clusters Score -443357.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -443358.781250 Penalty: 2682.890869
	Iteration 27Q: 3 clusters Score -443358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -443360.687500 Penalty: 2682.890869
	Iteration 28Q: 3 clusters Score -443360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -443363.312500 Penalty: 2682.890869
	Iteration 29Q: 3 clusters Score -443363.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -443367.500000 Penalty: 2682.890869
	Iteration 30Q: 3 clusters Score -443367.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -443371.218750 Penalty: 2682.890869
	Iteration 31Q: 3 clusters Score -443371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -443372.843750 Penalty: 2682.890869
	Iteration 32Q: 3 clusters Score -443372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -443373.218750 Penalty: 2682.890869
	Iteration 33Q: 3 clusters Score -443373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -443373.593750 Penalty: 2682.890869
	Iteration 34Q: 3 clusters Score -443373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -443373.593750 Penalty: 2682.890869
	Iteration 35F: 3 clusters Score -443373.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -45318.843750 Penalty: 986.119141
	Iteration 0F: 2 clusters Score -45318.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44371.968750 Penalty: 1972.238281
	Iteration 0F: 3 clusters Score -44371.97 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44593.222656 Penalty: 1972.238281
	Iteration 1F: 3 clusters Score -44593.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44685.585938 Penalty: 1972.238281
	Iteration 2F: 3 clusters Score -44685.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44737.867188 Penalty: 1972.238281
	Iteration 3Q: 3 clusters Score -44737.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44788.722656 Penalty: 1972.238281
	Iteration 4Q: 3 clusters Score -44788.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44817.910156 Penalty: 1972.238281
	Iteration 5Q: 3 clusters Score -44817.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44831.941406 Penalty: 1972.238281
	Iteration 6Q: 3 clusters Score -44831.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44834.160156 Penalty: 1972.238281
	Iteration 7Q: 3 clusters Score -44834.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44842.718750 Penalty: 1972.238281
	Iteration 8Q: 3 clusters Score -44842.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44851.085938 Penalty: 1972.238281
	Iteration 9Q: 3 clusters Score -44851.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44852.152344 Penalty: 1972.238281
	Iteration 10Q: 3 clusters Score -44852.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44855.132812 Penalty: 1972.238281
	Iteration 11Q: 3 clusters Score -44855.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44855.843750 Penalty: 1972.238281
	Iteration 12Q: 3 clusters Score -44855.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44855.843750 Penalty: 1972.238281
	Iteration 13F: 3 clusters Score -44855.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Entering Unmasked Estep 
Score: -1438889.125000 Penalty: 1524.071289
	Iteration 0F: 2 clusters Score -1438889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1430565.500000 Penalty: 3048.142578
	Iteration 0F: 3 clusters Score -1430566 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1433254.000000 Penalty: 3048.142578
	Iteration 1F: 3 clusters Score -1433254 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1433553.375000 Penalty: 3048.142578
	Iteration 2F: 3 clusters Score -1433553 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1433837.250000 Penalty: 3048.142578
	Iteration 3F: 3 clusters Score -1433837 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1434208.375000 Penalty: 3048.142578
	Iteration 4F: 3 clusters Score -1434208 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1434701.500000 Penalty: 3048.142578
	Iteration 5F: 3 clusters Score -1434702 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1435319.500000 Penalty: 3048.142578
	Iteration 6F: 3 clusters Score -1435320 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1435969.875000 Penalty: 3048.142578
	Iteration 7F: 3 clusters Score -1435970 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1436579.125000 Penalty: 3048.142578
	Iteration 8F: 3 clusters Score -1436579 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1436997.625000 Penalty: 3048.142578
	Iteration 9Q: 3 clusters Score -1436998 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1437251.250000 Penalty: 3048.142578
	Iteration 10Q: 3 clusters Score -1437251 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1437387.500000 Penalty: 3048.142578
	Iteration 11Q: 3 clusters Score -1437388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1437453.875000 Penalty: 3048.142578
	Iteration 12Q: 3 clusters Score -1437454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1437490.125000 Penalty: 3048.142578
	Iteration 13Q: 3 clusters Score -1437490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1437527.875000 Penalty: 3048.142578
	Iteration 14Q: 3 clusters Score -1437528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1437547.375000 Penalty: 3048.142578
	Iteration 15Q: 3 clusters Score -1437547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1437556.250000 Penalty: 3048.142578
	Iteration 16Q: 3 clusters Score -1437556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1437557.250000 Penalty: 3048.142578
	Iteration 17Q: 3 clusters Score -1437557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1437559.125000 Penalty: 3048.142578
	Iteration 18Q: 3 clusters Score -1437559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1437561.875000 Penalty: 3048.142578
	Iteration 19Q: 3 clusters Score -1437562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1437561.875000 Penalty: 3048.142578
	Iteration 20F: 3 clusters Score -1437562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -67266.328125 Penalty: 1052.007202
	Iteration 0F: 2 clusters Score -67266.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66177.398438 Penalty: 2104.014404
	Iteration 0F: 3 clusters Score -66177.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66399.390625 Penalty: 2104.014404
	Iteration 1F: 3 clusters Score -66399.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66468.976562 Penalty: 2104.014404
	Iteration 2F: 3 clusters Score -66468.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66518.187500 Penalty: 2104.014404
	Iteration 3Q: 3 clusters Score -66518.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66581.640625 Penalty: 2104.014404
	Iteration 4Q: 3 clusters Score -66581.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66609.453125 Penalty: 2104.014404
	Iteration 5Q: 3 clusters Score -66609.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66634.945312 Penalty: 2104.014404
	Iteration 6Q: 3 clusters Score -66634.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66648.335938 Penalty: 2104.014404
	Iteration 7Q: 3 clusters Score -66648.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66659.039062 Penalty: 2104.014404
	Iteration 8Q: 3 clusters Score -66659.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66669.679688 Penalty: 2104.014404
	Iteration 9Q: 3 clusters Score -66669.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66684.304688 Penalty: 2104.014404
	Iteration 10Q: 3 clusters Score -66684.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66698.375000 Penalty: 2104.014404
	Iteration 11Q: 3 clusters Score -66698.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66709.101562 Penalty: 2104.014404
	Iteration 12Q: 3 clusters Score -66709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66714.789062 Penalty: 2104.014404
	Iteration 13Q: 3 clusters Score -66714.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66717.054688 Penalty: 2104.014404
	Iteration 14Q: 3 clusters Score -66717.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66720.898438 Penalty: 2104.014404
	Iteration 15Q: 3 clusters Score -66720.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66722.757812 Penalty: 2104.014404
	Iteration 16Q: 3 clusters Score -66722.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66724.828125 Penalty: 2104.014404
	Iteration 17Q: 3 clusters Score -66724.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66727.554688 Penalty: 2104.014404
	Iteration 18Q: 3 clusters Score -66727.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66729.031250 Penalty: 2104.014404
	Iteration 19Q: 3 clusters Score -66729.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66731.578125 Penalty: 2104.014404
	Iteration 20F: 3 clusters Score -66731.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66733.625000 Penalty: 2104.014404
	Iteration 21Q: 3 clusters Score -66733.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66733.625000 Penalty: 2104.014404
	Iteration 22F: 3 clusters Score -66733.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -264262.031250 Penalty: 1253.997192
	Iteration 0F: 2 clusters Score -264262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -261973.953125 Penalty: 2507.994385
	Iteration 0F: 3 clusters Score -261974 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -262535.875000 Penalty: 2507.994385
	Iteration 1F: 3 clusters Score -262535.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -262721.218750 Penalty: 2507.994385
	Iteration 2F: 3 clusters Score -262721.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -262846.718750 Penalty: 2507.994385
	Iteration 3F: 3 clusters Score -262846.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -262926.093750 Penalty: 2507.994385
	Iteration 4Q: 3 clusters Score -262926.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -262979.875000 Penalty: 2507.994385
	Iteration 5Q: 3 clusters Score -262979.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -263033.312500 Penalty: 2507.994385
	Iteration 6Q: 3 clusters Score -263033.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -263081.500000 Penalty: 2507.994385
	Iteration 7Q: 3 clusters Score -263081.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -263125.468750 Penalty: 2507.994385
	Iteration 8Q: 3 clusters Score -263125.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -263172.031250 Penalty: 2507.994385
	Iteration 9Q: 3 clusters Score -263172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -263201.843750 Penalty: 2507.994385
	Iteration 10Q: 3 clusters Score -263201.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -263224.750000 Penalty: 2507.994385
	Iteration 11Q: 3 clusters Score -263224.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -263249.250000 Penalty: 2507.994385
	Iteration 12Q: 3 clusters Score -263249.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -263264.093750 Penalty: 2507.994385
	Iteration 13Q: 3 clusters Score -263264.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -263281.500000 Penalty: 2507.994385
	Iteration 14Q: 3 clusters Score -263281.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -263307.281250 Penalty: 2507.994385
	Iteration 15Q: 3 clusters Score -263307.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -263327.781250 Penalty: 2507.994385
	Iteration 16Q: 3 clusters Score -263327.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -263340.343750 Penalty: 2507.994385
	Iteration 17Q: 3 clusters Score -263340.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -263351.437500 Penalty: 2507.994385
	Iteration 18Q: 3 clusters Score -263351.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -263362.562500 Penalty: 2507.994385
	Iteration 19Q: 3 clusters Score -263362.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -263370.406250 Penalty: 2507.994385
	Iteration 20F: 3 clusters Score -263370.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -263380.250000 Penalty: 2507.994385
	Iteration 21Q: 3 clusters Score -263380.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -263392.968750 Penalty: 2507.994385
	Iteration 22Q: 3 clusters Score -263393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -263398.500000 Penalty: 2507.994385
	Iteration 23Q: 3 clusters Score -263398.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -263402.156250 Penalty: 2507.994385
	Iteration 24Q: 3 clusters Score -263402.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -263408.562500 Penalty: 2507.994385
	Iteration 25Q: 3 clusters Score -263408.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -263417.093750 Penalty: 2507.994385
	Iteration 26Q: 3 clusters Score -263417.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -263423.937500 Penalty: 2507.994385
	Iteration 27Q: 3 clusters Score -263423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -263430.312500 Penalty: 2507.994385
	Iteration 28Q: 3 clusters Score -263430.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -263436.281250 Penalty: 2507.994385
	Iteration 29Q: 3 clusters Score -263436.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -263442.218750 Penalty: 2507.994385
	Iteration 30Q: 3 clusters Score -263442.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -263450.312500 Penalty: 2507.994385
	Iteration 31Q: 3 clusters Score -263450.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -263457.531250 Penalty: 2507.994385
	Iteration 32Q: 3 clusters Score -263457.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -263461.968750 Penalty: 2507.994385
	Iteration 33Q: 3 clusters Score -263462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -263466.125000 Penalty: 2507.994385
	Iteration 34Q: 3 clusters Score -263466.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -263469.156250 Penalty: 2507.994385
	Iteration 35Q: 3 clusters Score -263469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -263470.156250 Penalty: 2507.994385
	Iteration 36Q: 3 clusters Score -263470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -263472.156250 Penalty: 2507.994385
	Iteration 37Q: 3 clusters Score -263472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -263474.437500 Penalty: 2507.994385
	Iteration 38Q: 3 clusters Score -263474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -263476.281250 Penalty: 2507.994385
	Iteration 39Q: 3 clusters Score -263476.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -263478.156250 Penalty: 2507.994385
	Iteration 40F: 3 clusters Score -263478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -263479.968750 Penalty: 2507.994385
	Iteration 41Q: 3 clusters Score -263480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -263481.906250 Penalty: 2507.994385
	Iteration 42Q: 3 clusters Score -263481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -263484.406250 Penalty: 2507.994385
	Iteration 43Q: 3 clusters Score -263484.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -263487.375000 Penalty: 2507.994385
	Iteration 44Q: 3 clusters Score -263487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -263489.468750 Penalty: 2507.994385
	Iteration 45Q: 3 clusters Score -263489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -263490.562500 Penalty: 2507.994385
	Iteration 46Q: 3 clusters Score -263490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -263490.531250 Penalty: 2507.994385
	Iteration 47Q: 3 clusters Score -263490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -263491.156250 Penalty: 2507.994385
	Iteration 48Q: 3 clusters Score -263491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -263491.562500 Penalty: 2507.994385
	Iteration 49Q: 3 clusters Score -263491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -263493.093750 Penalty: 2507.994385
	Iteration 50Q: 3 clusters Score -263493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -263493.468750 Penalty: 2507.994385
	Iteration 51Q: 3 clusters Score -263493.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -263494.375000 Penalty: 2507.994385
	Iteration 52Q: 3 clusters Score -263494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -263495.500000 Penalty: 2507.994385
	Iteration 53Q: 3 clusters Score -263495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -263497.468750 Penalty: 2507.994385
	Iteration 54Q: 3 clusters Score -263497.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -263498.468750 Penalty: 2507.994385
	Iteration 55Q: 3 clusters Score -263498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -263499.031250 Penalty: 2507.994385
	Iteration 56Q: 3 clusters Score -263499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -263499.218750 Penalty: 2507.994385
	Iteration 57Q: 3 clusters Score -263499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -263499.218750 Penalty: 2507.994385
	Iteration 58F: 3 clusters Score -263499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Entering Unmasked Estep 
Score: -3425698.250000 Penalty: 1662.196045
	Iteration 0F: 2 clusters Score -3425698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3407096.500000 Penalty: 3324.392090
	Iteration 0F: 3 clusters Score -3407096 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3414119.000000 Penalty: 3324.392090
	Iteration 1F: 3 clusters Score -3414119 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3414455.000000 Penalty: 3324.392090
	Iteration 2Q: 3 clusters Score -3414455 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3414790.250000 Penalty: 3324.392090
	Iteration 3Q: 3 clusters Score -3414790 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3415144.250000 Penalty: 3324.392090
	Iteration 4Q: 3 clusters Score -3415144 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3415581.750000 Penalty: 3324.392090
	Iteration 5Q: 3 clusters Score -3415582 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3416155.750000 Penalty: 3324.392090
	Iteration 6Q: 3 clusters Score -3416156 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -3416823.500000 Penalty: 3324.392090
	Iteration 7Q: 3 clusters Score -3416824 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3417658.750000 Penalty: 3324.392090
	Iteration 8Q: 3 clusters Score -3417659 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3418627.250000 Penalty: 3324.392090
	Iteration 9Q: 3 clusters Score -3418627 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3419633.250000 Penalty: 3324.392090
	Iteration 10Q: 3 clusters Score -3419633 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -3420554.500000 Penalty: 3324.392090
	Iteration 11Q: 3 clusters Score -3420554 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -3421294.750000 Penalty: 3324.392090
	Iteration 12Q: 3 clusters Score -3421295 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3421785.250000 Penalty: 3324.392090
	Iteration 13Q: 3 clusters Score -3421785 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3422124.500000 Penalty: 3324.392090
	Iteration 14Q: 3 clusters Score -3422124 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3422381.250000 Penalty: 3324.392090
	Iteration 15Q: 3 clusters Score -3422381 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3422614.250000 Penalty: 3324.392090
	Iteration 16Q: 3 clusters Score -3422614 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3422827.000000 Penalty: 3324.392090
	Iteration 17Q: 3 clusters Score -3422827 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3423030.250000 Penalty: 3324.392090
	Iteration 18Q: 3 clusters Score -3423030 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3423211.750000 Penalty: 3324.392090
	Iteration 19Q: 3 clusters Score -3423212 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3423374.000000 Penalty: 3324.392090
	Iteration 20F: 3 clusters Score -3423374 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3423540.250000 Penalty: 3324.392090
	Iteration 21Q: 3 clusters Score -3423540 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -3423671.750000 Penalty: 3324.392090
	Iteration 22Q: 3 clusters Score -3423672 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3423801.750000 Penalty: 3324.392090
	Iteration 23Q: 3 clusters Score -3423802 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3423933.750000 Penalty: 3324.392090
	Iteration 24Q: 3 clusters Score -3423934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3424041.000000 Penalty: 3324.392090
	Iteration 25Q: 3 clusters Score -3424041 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3424100.250000 Penalty: 3324.392090
	Iteration 26Q: 3 clusters Score -3424100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3424145.500000 Penalty: 3324.392090
	Iteration 27Q: 3 clusters Score -3424146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3424187.750000 Penalty: 3324.392090
	Iteration 28Q: 3 clusters Score -3424188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3424215.000000 Penalty: 3324.392090
	Iteration 29Q: 3 clusters Score -3424215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3424243.750000 Penalty: 3324.392090
	Iteration 30Q: 3 clusters Score -3424244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3424266.750000 Penalty: 3324.392090
	Iteration 31Q: 3 clusters Score -3424267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3424284.500000 Penalty: 3324.392090
	Iteration 32Q: 3 clusters Score -3424284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3424295.750000 Penalty: 3324.392090
	Iteration 33Q: 3 clusters Score -3424296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3424303.000000 Penalty: 3324.392090
	Iteration 34Q: 3 clusters Score -3424303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3424311.000000 Penalty: 3324.392090
	Iteration 35Q: 3 clusters Score -3424311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -3424316.000000 Penalty: 3324.392090
	Iteration 36Q: 3 clusters Score -3424316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3424321.000000 Penalty: 3324.392090
	Iteration 37Q: 3 clusters Score -3424321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3424328.750000 Penalty: 3324.392090
	Iteration 38Q: 3 clusters Score -3424329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3424338.250000 Penalty: 3324.392090
	Iteration 39Q: 3 clusters Score -3424338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3424342.500000 Penalty: 3324.392090
	Iteration 40F: 3 clusters Score -3424342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3424350.750000 Penalty: 3324.392090
	Iteration 41Q: 3 clusters Score -3424351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3424355.500000 Penalty: 3324.392090
	Iteration 42Q: 3 clusters Score -3424356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3424354.750000 Penalty: 3324.392090
	Iteration 43Q: 3 clusters Score -3424355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3424355.750000 Penalty: 3324.392090
	Iteration 44Q: 3 clusters Score -3424356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3424358.250000 Penalty: 3324.392090
	Iteration 45Q: 3 clusters Score -3424358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3424358.250000 Penalty: 3324.392090
	Iteration 46F: 3 clusters Score -3424358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Entering Unmasked Estep 
Score: -6373694.500000 Penalty: 1758.956421
	Iteration 0F: 2 clusters Score -6373694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -6340776.500000 Penalty: 3517.912842
	Iteration 0F: 3 clusters Score -6340776 nChanged 23531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -6354469.000000 Penalty: 3517.912842
	Iteration 1F: 3 clusters Score -6354469 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -6355094.000000 Penalty: 3517.912842
	Iteration 2Q: 3 clusters Score -6355094 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -6355791.500000 Penalty: 3517.912842
	Iteration 3Q: 3 clusters Score -6355792 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -6356749.000000 Penalty: 3517.912842
	Iteration 4Q: 3 clusters Score -6356749 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -6358041.500000 Penalty: 3517.912842
	Iteration 5F: 3 clusters Score -6358042 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -6359965.500000 Penalty: 3517.912842
	Iteration 6F: 3 clusters Score -6359966 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -6362452.500000 Penalty: 3517.912842
	Iteration 7F: 3 clusters Score -6362452 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -6365007.000000 Penalty: 3517.912842
	Iteration 8F: 3 clusters Score -6365007 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -6367121.500000 Penalty: 3517.912842
	Iteration 9F: 3 clusters Score -6367122 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -6368578.000000 Penalty: 3517.912842
	Iteration 10Q: 3 clusters Score -6368578 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -6369652.000000 Penalty: 3517.912842
	Iteration 11Q: 3 clusters Score -6369652 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -6370476.000000 Penalty: 3517.912842
	Iteration 12Q: 3 clusters Score -6370476 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -6371036.000000 Penalty: 3517.912842
	Iteration 13Q: 3 clusters Score -6371036 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -6371411.000000 Penalty: 3517.912842
	Iteration 14Q: 3 clusters Score -6371411 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -6371719.500000 Penalty: 3517.912842
	Iteration 15Q: 3 clusters Score -6371720 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -6371908.500000 Penalty: 3517.912842
	Iteration 16Q: 3 clusters Score -6371908 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -6372013.500000 Penalty: 3517.912842
	Iteration 17Q: 3 clusters Score -6372014 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -6372083.000000 Penalty: 3517.912842
	Iteration 18Q: 3 clusters Score -6372083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -6372117.000000 Penalty: 3517.912842
	Iteration 19Q: 3 clusters Score -6372117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -6372149.500000 Penalty: 3517.912842
	Iteration 20F: 3 clusters Score -6372150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -6372189.000000 Penalty: 3517.912842
	Iteration 21Q: 3 clusters Score -6372189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -6372214.000000 Penalty: 3517.912842
	Iteration 22Q: 3 clusters Score -6372214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -6372221.000000 Penalty: 3517.912842
	Iteration 23Q: 3 clusters Score -6372221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -6372234.500000 Penalty: 3517.912842
	Iteration 24Q: 3 clusters Score -6372234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -6372241.500000 Penalty: 3517.912842
	Iteration 25Q: 3 clusters Score -6372242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -6372243.500000 Penalty: 3517.912842
	Iteration 26Q: 3 clusters Score -6372244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -6372247.000000 Penalty: 3517.912842
	Iteration 27Q: 3 clusters Score -6372247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -6372246.000000 Penalty: 3517.912842
	Iteration 28Q: 3 clusters Score -6372246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -6372249.000000 Penalty: 3517.912842
	Iteration 29Q: 3 clusters Score -6372249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -6372244.500000 Penalty: 3517.912842
	Iteration 30Q: 3 clusters Score -6372244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -6372244.500000 Penalty: 3517.912842
	Iteration 31F: 3 clusters Score -6372244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Entering Unmasked Estep 
Score: -527791.937500 Penalty: 1361.413940
	Iteration 0F: 2 clusters Score -527791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -524232.031250 Penalty: 2722.827881
	Iteration 0F: 3 clusters Score -524232 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -525115.750000 Penalty: 2722.827881
	Iteration 1F: 3 clusters Score -525115.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -525310.562500 Penalty: 2722.827881
	Iteration 2F: 3 clusters Score -525310.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -525470.000000 Penalty: 2722.827881
	Iteration 3F: 3 clusters Score -525470 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -525597.187500 Penalty: 2722.827881
	Iteration 4F: 3 clusters Score -525597.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -525698.750000 Penalty: 2722.827881
	Iteration 5Q: 3 clusters Score -525698.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -525784.687500 Penalty: 2722.827881
	Iteration 6Q: 3 clusters Score -525784.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -525891.375000 Penalty: 2722.827881
	Iteration 7Q: 3 clusters Score -525891.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -526011.125000 Penalty: 2722.827881
	Iteration 8Q: 3 clusters Score -526011.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -526122.625000 Penalty: 2722.827881
	Iteration 9Q: 3 clusters Score -526122.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -526218.875000 Penalty: 2722.827881
	Iteration 10Q: 3 clusters Score -526218.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -526305.875000 Penalty: 2722.827881
	Iteration 11Q: 3 clusters Score -526305.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -526366.562500 Penalty: 2722.827881
	Iteration 12Q: 3 clusters Score -526366.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -526409.500000 Penalty: 2722.827881
	Iteration 13Q: 3 clusters Score -526409.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -526443.375000 Penalty: 2722.827881
	Iteration 14Q: 3 clusters Score -526443.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -526474.812500 Penalty: 2722.827881
	Iteration 15Q: 3 clusters Score -526474.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -526503.312500 Penalty: 2722.827881
	Iteration 16Q: 3 clusters Score -526503.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -526523.500000 Penalty: 2722.827881
	Iteration 17Q: 3 clusters Score -526523.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -526533.375000 Penalty: 2722.827881
	Iteration 18Q: 3 clusters Score -526533.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -526543.562500 Penalty: 2722.827881
	Iteration 19Q: 3 clusters Score -526543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -526550.687500 Penalty: 2722.827881
	Iteration 20F: 3 clusters Score -526550.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -526555.187500 Penalty: 2722.827881
	Iteration 21Q: 3 clusters Score -526555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -526557.125000 Penalty: 2722.827881
	Iteration 22Q: 3 clusters Score -526557.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -526560.625000 Penalty: 2722.827881
	Iteration 23Q: 3 clusters Score -526560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -526562.437500 Penalty: 2722.827881
	Iteration 24Q: 3 clusters Score -526562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -526562.750000 Penalty: 2722.827881
	Iteration 25Q: 3 clusters Score -526562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -526564.312500 Penalty: 2722.827881
	Iteration 26Q: 3 clusters Score -526564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -526565.062500 Penalty: 2722.827881
	Iteration 27Q: 3 clusters Score -526565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -526565.062500 Penalty: 2722.827881
	Iteration 28Q: 3 clusters Score -526565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -526566.375000 Penalty: 2722.827881
	Iteration 29Q: 3 clusters Score -526566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -526567.187500 Penalty: 2722.827881
	Iteration 30Q: 3 clusters Score -526567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -526567.187500 Penalty: 2722.827881
	Iteration 31F: 3 clusters Score -526567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -376654.718750 Penalty: 1311.013550
	Iteration 0F: 2 clusters Score -376654.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -373833.781250 Penalty: 2622.027100
	Iteration 0F: 3 clusters Score -373833.8 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -374539.187500 Penalty: 2622.027100
	Iteration 1F: 3 clusters Score -374539.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -374803.343750 Penalty: 2622.027100
	Iteration 2F: 3 clusters Score -374803.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -375031.218750 Penalty: 2622.027100
	Iteration 3F: 3 clusters Score -375031.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -375248.812500 Penalty: 2622.027100
	Iteration 4F: 3 clusters Score -375248.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -375509.156250 Penalty: 2622.027100
	Iteration 5F: 3 clusters Score -375509.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -375783.781250 Penalty: 2622.027100
	Iteration 6F: 3 clusters Score -375783.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -375999.593750 Penalty: 2622.027100
	Iteration 7F: 3 clusters Score -375999.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -376137.937500 Penalty: 2622.027100
	Iteration 8Q: 3 clusters Score -376137.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -376212.531250 Penalty: 2622.027100
	Iteration 9Q: 3 clusters Score -376212.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -376256.375000 Penalty: 2622.027100
	Iteration 10Q: 3 clusters Score -376256.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -376286.562500 Penalty: 2622.027100
	Iteration 11Q: 3 clusters Score -376286.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -376309.968750 Penalty: 2622.027100
	Iteration 12Q: 3 clusters Score -376310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -376329.468750 Penalty: 2622.027100
	Iteration 13Q: 3 clusters Score -376329.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -376348.468750 Penalty: 2622.027100
	Iteration 14Q: 3 clusters Score -376348.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -376359.218750 Penalty: 2622.027100
	Iteration 15Q: 3 clusters Score -376359.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -376370.468750 Penalty: 2622.027100
	Iteration 16Q: 3 clusters Score -376370.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -376381.093750 Penalty: 2622.027100
	Iteration 17Q: 3 clusters Score -376381.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -376385.281250 Penalty: 2622.027100
	Iteration 18Q: 3 clusters Score -376385.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -376385.937500 Penalty: 2622.027100
	Iteration 19Q: 3 clusters Score -376385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -376386.281250 Penalty: 2622.027100
	Iteration 20F: 3 clusters Score -376386.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -18630.570312 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -18630.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17895.357422 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -17895.36 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18051.902344 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -18051.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18120.599609 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -18120.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18207.388672 Penalty: 1826.630249
	Iteration 3F: 3 clusters Score -18207.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18226.642578 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -18226.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18261.232422 Penalty: 1826.630249
	Iteration 5Q: 3 clusters Score -18261.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -18269.205078 Penalty: 1826.630249
	Iteration 6Q: 3 clusters Score -18269.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18275.042969 Penalty: 1826.630249
	Iteration 7Q: 3 clusters Score -18275.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18275.042969 Penalty: 1826.630249
	Iteration 8F: 3 clusters Score -18275.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -403073.093750 Penalty: 1316.177490
	Iteration 0F: 2 clusters Score -403073.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -400180.250000 Penalty: 2632.354980
	Iteration 0F: 3 clusters Score -400180.2 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -400947.812500 Penalty: 2632.354980
	Iteration 1F: 3 clusters Score -400947.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -401084.718750 Penalty: 2632.354980
	Iteration 2F: 3 clusters Score -401084.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -401164.687500 Penalty: 2632.354980
	Iteration 3Q: 3 clusters Score -401164.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -401224.031250 Penalty: 2632.354980
	Iteration 4Q: 3 clusters Score -401224 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -401268.718750 Penalty: 2632.354980
	Iteration 5Q: 3 clusters Score -401268.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -401300.812500 Penalty: 2632.354980
	Iteration 6Q: 3 clusters Score -401300.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -401326.281250 Penalty: 2632.354980
	Iteration 7Q: 3 clusters Score -401326.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -401349.593750 Penalty: 2632.354980
	Iteration 8Q: 3 clusters Score -401349.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -401374.812500 Penalty: 2632.354980
	Iteration 9Q: 3 clusters Score -401374.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -401397.062500 Penalty: 2632.354980
	Iteration 10Q: 3 clusters Score -401397.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -401417.031250 Penalty: 2632.354980
	Iteration 11Q: 3 clusters Score -401417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -401431.875000 Penalty: 2632.354980
	Iteration 12Q: 3 clusters Score -401431.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -401441.625000 Penalty: 2632.354980
	Iteration 13Q: 3 clusters Score -401441.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -401451.312500 Penalty: 2632.354980
	Iteration 14Q: 3 clusters Score -401451.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -401464.468750 Penalty: 2632.354980
	Iteration 15Q: 3 clusters Score -401464.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -401481.937500 Penalty: 2632.354980
	Iteration 16Q: 3 clusters Score -401481.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -401500.562500 Penalty: 2632.354980
	Iteration 17Q: 3 clusters Score -401500.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -401512.468750 Penalty: 2632.354980
	Iteration 18Q: 3 clusters Score -401512.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -401524.875000 Penalty: 2632.354980
	Iteration 19Q: 3 clusters Score -401524.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -401532.718750 Penalty: 2632.354980
	Iteration 20F: 3 clusters Score -401532.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -401539.218750 Penalty: 2632.354980
	Iteration 21Q: 3 clusters Score -401539.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -401542.875000 Penalty: 2632.354980
	Iteration 22Q: 3 clusters Score -401542.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -401550.125000 Penalty: 2632.354980
	Iteration 23Q: 3 clusters Score -401550.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -401559.250000 Penalty: 2632.354980
	Iteration 24Q: 3 clusters Score -401559.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -401575.218750 Penalty: 2632.354980
	Iteration 25Q: 3 clusters Score -401575.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -401587.062500 Penalty: 2632.354980
	Iteration 26Q: 3 clusters Score -401587.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -401597.687500 Penalty: 2632.354980
	Iteration 27Q: 3 clusters Score -401597.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -401610.781250 Penalty: 2632.354980
	Iteration 28Q: 3 clusters Score -401610.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -401630.812500 Penalty: 2632.354980
	Iteration 29Q: 3 clusters Score -401630.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -401652.781250 Penalty: 2632.354980
	Iteration 30Q: 3 clusters Score -401652.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -401668.968750 Penalty: 2632.354980
	Iteration 31Q: 3 clusters Score -401669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -401680.156250 Penalty: 2632.354980
	Iteration 32Q: 3 clusters Score -401680.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -401697.937500 Penalty: 2632.354980
	Iteration 33Q: 3 clusters Score -401697.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -401723.593750 Penalty: 2632.354980
	Iteration 34Q: 3 clusters Score -401723.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -401750.281250 Penalty: 2632.354980
	Iteration 35Q: 3 clusters Score -401750.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -401775.875000 Penalty: 2632.354980
	Iteration 36Q: 3 clusters Score -401775.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -401798.531250 Penalty: 2632.354980
	Iteration 37Q: 3 clusters Score -401798.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -401811.343750 Penalty: 2632.354980
	Iteration 38Q: 3 clusters Score -401811.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -401819.531250 Penalty: 2632.354980
	Iteration 39Q: 3 clusters Score -401819.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -401826.375000 Penalty: 2632.354980
	Iteration 40F: 3 clusters Score -401826.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -401833.437500 Penalty: 2632.354980
	Iteration 41Q: 3 clusters Score -401833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -401836.312500 Penalty: 2632.354980
	Iteration 42Q: 3 clusters Score -401836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -401837.875000 Penalty: 2632.354980
	Iteration 43Q: 3 clusters Score -401837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -401840.281250 Penalty: 2632.354980
	Iteration 44Q: 3 clusters Score -401840.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -401845.218750 Penalty: 2632.354980
	Iteration 45Q: 3 clusters Score -401845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -401846.906250 Penalty: 2632.354980
	Iteration 46Q: 3 clusters Score -401846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -401846.875000 Penalty: 2632.354980
	Iteration 47Q: 3 clusters Score -401846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -401846.875000 Penalty: 2632.354980
	Iteration 48F: 3 clusters Score -401846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Entering Unmasked Estep 
Score: -1065216.000000 Penalty: 1471.982544
	Iteration 0F: 2 clusters Score -1065216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1058937.750000 Penalty: 2943.965088
	Iteration 0F: 3 clusters Score -1058938 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1060843.375000 Penalty: 2943.965088
	Iteration 1F: 3 clusters Score -1060843 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1061080.375000 Penalty: 2943.965088
	Iteration 2F: 3 clusters Score -1061080 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1061296.750000 Penalty: 2943.965088
	Iteration 3F: 3 clusters Score -1061297 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1061483.875000 Penalty: 2943.965088
	Iteration 4Q: 3 clusters Score -1061484 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1061685.250000 Penalty: 2943.965088
	Iteration 5Q: 3 clusters Score -1061685 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1061934.500000 Penalty: 2943.965088
	Iteration 6Q: 3 clusters Score -1061934 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1062256.875000 Penalty: 2943.965088
	Iteration 7F: 3 clusters Score -1062257 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1062630.250000 Penalty: 2943.965088
	Iteration 8F: 3 clusters Score -1062630 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1063000.625000 Penalty: 2943.965088
	Iteration 9F: 3 clusters Score -1063001 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1063310.375000 Penalty: 2943.965088
	Iteration 10Q: 3 clusters Score -1063310 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1063537.625000 Penalty: 2943.965088
	Iteration 11Q: 3 clusters Score -1063538 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1063692.625000 Penalty: 2943.965088
	Iteration 12Q: 3 clusters Score -1063693 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1063783.250000 Penalty: 2943.965088
	Iteration 13Q: 3 clusters Score -1063783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1063830.125000 Penalty: 2943.965088
	Iteration 14Q: 3 clusters Score -1063830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1063856.875000 Penalty: 2943.965088
	Iteration 15Q: 3 clusters Score -1063857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1063883.125000 Penalty: 2943.965088
	Iteration 16Q: 3 clusters Score -1063883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1063905.625000 Penalty: 2943.965088
	Iteration 17Q: 3 clusters Score -1063906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1063924.000000 Penalty: 2943.965088
	Iteration 18Q: 3 clusters Score -1063924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1063937.500000 Penalty: 2943.965088
	Iteration 19Q: 3 clusters Score -1063938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1063942.000000 Penalty: 2943.965088
	Iteration 20F: 3 clusters Score -1063942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1063946.000000 Penalty: 2943.965088
	Iteration 21Q: 3 clusters Score -1063946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1063949.625000 Penalty: 2943.965088
	Iteration 22Q: 3 clusters Score -1063950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1063950.875000 Penalty: 2943.965088
	Iteration 23Q: 3 clusters Score -1063951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1063950.625000 Penalty: 2943.965088
	Iteration 24Q: 3 clusters Score -1063951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1063950.625000 Penalty: 2943.965088
	Iteration 25F: 3 clusters Score -1063951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (85119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Entering Unmasked Estep 
Score: -10702157.000000 Penalty: 1844.668457
	Iteration 0F: 2 clusters Score -1.070216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -10647925.000000 Penalty: 3689.336914
	Iteration 0F: 3 clusters Score -1.064792e+07 nChanged 40521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -10671246.000000 Penalty: 3689.336914
	Iteration 1F: 3 clusters Score -1.067125e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -10671873.000000 Penalty: 3689.336914
	Iteration 2Q: 3 clusters Score -1.067187e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -10672828.000000 Penalty: 3689.336914
	Iteration 3Q: 3 clusters Score -1.067283e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -10674199.000000 Penalty: 3689.336914
	Iteration 4Q: 3 clusters Score -1.06742e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -10676465.000000 Penalty: 3689.336914
	Iteration 5Q: 3 clusters Score -1.067646e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -10680120.000000 Penalty: 3689.336914
	Iteration 6F: 3 clusters Score -1.068012e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -10685273.000000 Penalty: 3689.336914
	Iteration 7F: 3 clusters Score -1.068527e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -10690744.000000 Penalty: 3689.336914
	Iteration 8F: 3 clusters Score -1.069074e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -10694312.000000 Penalty: 3689.336914
	Iteration 9F: 3 clusters Score -1.069431e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -10695685.000000 Penalty: 3689.336914
	Iteration 10Q: 3 clusters Score -1.069568e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -10696204.000000 Penalty: 3689.336914
	Iteration 11Q: 3 clusters Score -1.06962e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -10696668.000000 Penalty: 3689.336914
	Iteration 12Q: 3 clusters Score -1.069667e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -10697052.000000 Penalty: 3689.336914
	Iteration 13Q: 3 clusters Score -1.069705e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -10697320.000000 Penalty: 3689.336914
	Iteration 14Q: 3 clusters Score -1.069732e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -10697511.000000 Penalty: 3689.336914
	Iteration 15Q: 3 clusters Score -1.069751e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -10697627.000000 Penalty: 3689.336914
	Iteration 16Q: 3 clusters Score -1.069763e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -10697741.000000 Penalty: 3689.336914
	Iteration 17Q: 3 clusters Score -1.069774e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -10697810.000000 Penalty: 3689.336914
	Iteration 18Q: 3 clusters Score -1.069781e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -10697834.000000 Penalty: 3689.336914
	Iteration 19Q: 3 clusters Score -1.069783e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -10697841.000000 Penalty: 3689.336914
	Iteration 20F: 3 clusters Score -1.069784e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -10697829.000000 Penalty: 3689.336914
	Iteration 21Q: 3 clusters Score -1.069783e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -10697821.000000 Penalty: 3689.336914
	Iteration 22Q: 3 clusters Score -1.069782e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -10697812.000000 Penalty: 3689.336914
	Iteration 23Q: 3 clusters Score -1.069781e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -10697793.000000 Penalty: 3689.336914
	Iteration 24Q: 3 clusters Score -1.069779e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -10697762.000000 Penalty: 3689.336914
	Iteration 25Q: 3 clusters Score -1.069776e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -10697729.000000 Penalty: 3689.336914
	Iteration 26Q: 3 clusters Score -1.069773e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -10697708.000000 Penalty: 3689.336914
	Iteration 27Q: 3 clusters Score -1.069771e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -10697676.000000 Penalty: 3689.336914
	Iteration 28Q: 3 clusters Score -1.069768e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -10697633.000000 Penalty: 3689.336914
	Iteration 29Q: 3 clusters Score -1.069763e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -10697626.000000 Penalty: 3689.336914
	Iteration 30Q: 3 clusters Score -1.069763e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -10697588.000000 Penalty: 3689.336914
	Iteration 31Q: 3 clusters Score -1.069759e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -10697489.000000 Penalty: 3689.336914
	Iteration 32Q: 3 clusters Score -1.069749e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -10697470.000000 Penalty: 3689.336914
	Iteration 33Q: 3 clusters Score -1.069747e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -10697468.000000 Penalty: 3689.336914
	Iteration 34Q: 3 clusters Score -1.069747e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -10697456.000000 Penalty: 3689.336914
	Iteration 35Q: 3 clusters Score -1.069746e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -10697397.000000 Penalty: 3689.336914
	Iteration 36Q: 3 clusters Score -1.06974e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -10697366.000000 Penalty: 3689.336914
	Iteration 37Q: 3 clusters Score -1.069737e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -10697385.000000 Penalty: 3689.336914
	Iteration 38Q: 3 clusters Score -1.069738e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -10697372.000000 Penalty: 3689.336914
	Iteration 39Q: 3 clusters Score -1.069737e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -10697363.000000 Penalty: 3689.336914
	Iteration 40F: 3 clusters Score -1.069736e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -10697344.000000 Penalty: 3689.336914
	Iteration 41Q: 3 clusters Score -1.069734e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -10697293.000000 Penalty: 3689.336914
	Iteration 42Q: 3 clusters Score -1.069729e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -10697292.000000 Penalty: 3689.336914
	Iteration 43Q: 3 clusters Score -1.069729e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -10697241.000000 Penalty: 3689.336914
	Iteration 44Q: 3 clusters Score -1.069724e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -10697171.000000 Penalty: 3689.336914
	Iteration 45Q: 3 clusters Score -1.069717e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -10697155.000000 Penalty: 3689.336914
	Iteration 46Q: 3 clusters Score -1.069716e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -10697199.000000 Penalty: 3689.336914
	Iteration 47Q: 3 clusters Score -1.06972e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -10697211.000000 Penalty: 3689.336914
	Iteration 48Q: 3 clusters Score -1.069721e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -10697194.000000 Penalty: 3689.336914
	Iteration 49Q: 3 clusters Score -1.069719e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -10697175.000000 Penalty: 3689.336914
	Iteration 50Q: 3 clusters Score -1.069718e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -10697281.000000 Penalty: 3689.336914
	Iteration 51Q: 3 clusters Score -1.069728e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -10697193.000000 Penalty: 3689.336914
	Iteration 52Q: 3 clusters Score -1.069719e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -10697191.000000 Penalty: 3689.336914
	Iteration 53Q: 3 clusters Score -1.069719e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -10697199.000000 Penalty: 3689.336914
	Iteration 54Q: 3 clusters Score -1.06972e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -10697194.000000 Penalty: 3689.336914
	Iteration 55Q: 3 clusters Score -1.069719e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -10697171.000000 Penalty: 3689.336914
	Iteration 56Q: 3 clusters Score -1.069717e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -10697167.000000 Penalty: 3689.336914
	Iteration 57Q: 3 clusters Score -1.069717e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -10697103.000000 Penalty: 3689.336914
	Iteration 58Q: 3 clusters Score -1.06971e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -10697094.000000 Penalty: 3689.336914
	Iteration 59Q: 3 clusters Score -1.069709e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -10697053.000000 Penalty: 3689.336914
	Iteration 60F: 3 clusters Score -1.069705e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -10697021.000000 Penalty: 3689.336914
	Iteration 61Q: 3 clusters Score -1.069702e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -10697031.000000 Penalty: 3689.336914
	Iteration 62Q: 3 clusters Score -1.069703e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -10697053.000000 Penalty: 3689.336914
	Iteration 63Q: 3 clusters Score -1.069705e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -10697007.000000 Penalty: 3689.336914
	Iteration 64Q: 3 clusters Score -1.069701e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -10697039.000000 Penalty: 3689.336914
	Iteration 65Q: 3 clusters Score -1.069704e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -10696990.000000 Penalty: 3689.336914
	Iteration 66Q: 3 clusters Score -1.069699e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -10697028.000000 Penalty: 3689.336914
	Iteration 67Q: 3 clusters Score -1.069703e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -10697038.000000 Penalty: 3689.336914
	Iteration 68Q: 3 clusters Score -1.069704e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -10697015.000000 Penalty: 3689.336914
	Iteration 69Q: 3 clusters Score -1.069702e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -10696989.000000 Penalty: 3689.336914
	Iteration 70Q: 3 clusters Score -1.069699e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -10696976.000000 Penalty: 3689.336914
	Iteration 71Q: 3 clusters Score -1.069698e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -10696978.000000 Penalty: 3689.336914
	Iteration 72Q: 3 clusters Score -1.069698e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -10697001.000000 Penalty: 3689.336914
	Iteration 73Q: 3 clusters Score -1.0697e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -10696982.000000 Penalty: 3689.336914
	Iteration 74Q: 3 clusters Score -1.069698e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -10696970.000000 Penalty: 3689.336914
	Iteration 75Q: 3 clusters Score -1.069697e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -10696951.000000 Penalty: 3689.336914
	Iteration 76Q: 3 clusters Score -1.069695e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -10696963.000000 Penalty: 3689.336914
	Iteration 77Q: 3 clusters Score -1.069696e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -10696983.000000 Penalty: 3689.336914
	Iteration 78Q: 3 clusters Score -1.069698e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -10696986.000000 Penalty: 3689.336914
	Iteration 79Q: 3 clusters Score -1.069699e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -10696978.000000 Penalty: 3689.336914
	Iteration 80F: 3 clusters Score -1.069698e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -10697008.000000 Penalty: 3689.336914
	Iteration 81Q: 3 clusters Score -1.069701e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -10697022.000000 Penalty: 3689.336914
	Iteration 82Q: 3 clusters Score -1.069702e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -10697027.000000 Penalty: 3689.336914
	Iteration 83Q: 3 clusters Score -1.069703e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -10697018.000000 Penalty: 3689.336914
	Iteration 84Q: 3 clusters Score -1.069702e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -10697007.000000 Penalty: 3689.336914
	Iteration 85Q: 3 clusters Score -1.069701e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -10697002.000000 Penalty: 3689.336914
	Iteration 86Q: 3 clusters Score -1.0697e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -10697023.000000 Penalty: 3689.336914
	Iteration 87Q: 3 clusters Score -1.069702e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -10697030.000000 Penalty: 3689.336914
	Iteration 88Q: 3 clusters Score -1.069703e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -10697059.000000 Penalty: 3689.336914
	Iteration 89Q: 3 clusters Score -1.069706e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -10697030.000000 Penalty: 3689.336914
	Iteration 90Q: 3 clusters Score -1.069703e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -10697009.000000 Penalty: 3689.336914
	Iteration 91Q: 3 clusters Score -1.069701e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -10696985.000000 Penalty: 3689.336914
	Iteration 92Q: 3 clusters Score -1.069698e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -10696970.000000 Penalty: 3689.336914
	Iteration 93Q: 3 clusters Score -1.069697e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -10696994.000000 Penalty: 3689.336914
	Iteration 94Q: 3 clusters Score -1.069699e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -10697023.000000 Penalty: 3689.336914
	Iteration 95Q: 3 clusters Score -1.069702e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -10697039.000000 Penalty: 3689.336914
	Iteration 96Q: 3 clusters Score -1.069704e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -10697074.000000 Penalty: 3689.336914
	Iteration 97Q: 3 clusters Score -1.069707e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -10697104.000000 Penalty: 3689.336914
	Iteration 98Q: 3 clusters Score -1.06971e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -10697151.000000 Penalty: 3689.336914
	Iteration 99Q: 3 clusters Score -1.069715e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -10697181.000000 Penalty: 3689.336914
	Iteration 100F: 3 clusters Score -1.069718e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -10697222.000000 Penalty: 3689.336914
	Iteration 101Q: 3 clusters Score -1.069722e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -10697325.000000 Penalty: 3689.336914
	Iteration 102Q: 3 clusters Score -1.069732e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -10697429.000000 Penalty: 3689.336914
	Iteration 103Q: 3 clusters Score -1.069743e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.069757e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.069774e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -10697948.000000 Penalty: 3689.336914
	Iteration 106Q: 3 clusters Score -1.069795e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -10698230.000000 Penalty: 3689.336914
	Iteration 107Q: 3 clusters Score -1.069823e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -10698616.000000 Penalty: 3689.336914
	Iteration 108Q: 3 clusters Score -1.069862e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -10699034.000000 Penalty: 3689.336914
	Iteration 109Q: 3 clusters Score -1.069903e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -10699442.000000 Penalty: 3689.336914
	Iteration 110Q: 3 clusters Score -1.069944e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -10699688.000000 Penalty: 3689.336914
	Iteration 111Q: 3 clusters Score -1.069969e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -10699839.000000 Penalty: 3689.336914
	Iteration 112Q: 3 clusters Score -1.069984e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -10699954.000000 Penalty: 3689.336914
	Iteration 113Q: 3 clusters Score -1.069995e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -10700080.000000 Penalty: 3689.336914
	Iteration 114Q: 3 clusters Score -1.070008e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -10700199.000000 Penalty: 3689.336914
	Iteration 115Q: 3 clusters Score -1.07002e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 80257 members 
Entering Unmasked Estep 
Score: -10700235.000000 Penalty: 3689.336914
	Iteration 116Q: 3 clusters Score -1.070024e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -10700285.000000 Penalty: 3689.336914
	Iteration 117Q: 3 clusters Score -1.070028e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -10700337.000000 Penalty: 3689.336914
	Iteration 118Q: 3 clusters Score -1.070034e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -10700393.000000 Penalty: 3689.336914
	Iteration 119Q: 3 clusters Score -1.070039e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -10700506.000000 Penalty: 3689.336914
	Iteration 120F: 3 clusters Score -1.070051e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -10700603.000000 Penalty: 3689.336914
	Iteration 121Q: 3 clusters Score -1.07006e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 81857 members 
Entering Unmasked Estep 
Score: -10700668.000000 Penalty: 3689.336914
	Iteration 122Q: 3 clusters Score -1.070067e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -10700741.000000 Penalty: 3689.336914
	Iteration 123Q: 3 clusters Score -1.070074e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -10700736.000000 Penalty: 3689.336914
	Iteration 124Q: 3 clusters Score -1.070074e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -10700753.000000 Penalty: 3689.336914
	Iteration 125Q: 3 clusters Score -1.070075e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -10700780.000000 Penalty: 3689.336914
	Iteration 126Q: 3 clusters Score -1.070078e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 82480 members 
Entering Unmasked Estep 
Score: -10700799.000000 Penalty: 3689.336914
	Iteration 127Q: 3 clusters Score -1.07008e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -10700820.000000 Penalty: 3689.336914
	Iteration 128Q: 3 clusters Score -1.070082e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -10700831.000000 Penalty: 3689.336914
	Iteration 129Q: 3 clusters Score -1.070083e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 82726 members 
Entering Unmasked Estep 
Score: -10700847.000000 Penalty: 3689.336914
	Iteration 130Q: 3 clusters Score -1.070085e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -10700846.000000 Penalty: 3689.336914
	Iteration 131Q: 3 clusters Score -1.070085e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 82856 members 
Entering Unmasked Estep 
Score: -10700853.000000 Penalty: 3689.336914
	Iteration 132Q: 3 clusters Score -1.070085e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -10700864.000000 Penalty: 3689.336914
	Iteration 133Q: 3 clusters Score -1.070086e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -10700876.000000 Penalty: 3689.336914
	Iteration 134Q: 3 clusters Score -1.070088e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
Score: -10700884.000000 Penalty: 3689.336914
	Iteration 135Q: 3 clusters Score -1.070088e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 83079 members 
Entering Unmasked Estep 
Score: -10700897.000000 Penalty: 3689.336914
	Iteration 136Q: 3 clusters Score -1.07009e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -10700909.000000 Penalty: 3689.336914
	Iteration 137Q: 3 clusters Score -1.070091e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 83174 members 
Entering Unmasked Estep 
Score: -10700921.000000 Penalty: 3689.336914
	Iteration 138Q: 3 clusters Score -1.070092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -10700929.000000 Penalty: 3689.336914
	Iteration 139Q: 3 clusters Score -1.070093e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -10700944.000000 Penalty: 3689.336914
	Iteration 140F: 3 clusters Score -1.070094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -10700943.000000 Penalty: 3689.336914
	Iteration 141Q: 3 clusters Score -1.070094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -10700943.000000 Penalty: 3689.336914
	Iteration 142Q: 3 clusters Score -1.070094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -10700951.000000 Penalty: 3689.336914
	Iteration 143Q: 3 clusters Score -1.070095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -10700946.000000 Penalty: 3689.336914
	Iteration 144Q: 3 clusters Score -1.070095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 83328 members 
Entering Unmasked Estep 
Score: -10700951.000000 Penalty: 3689.336914
	Iteration 145Q: 3 clusters Score -1.070095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -10700963.000000 Penalty: 3689.336914
	Iteration 146Q: 3 clusters Score -1.070096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 83335 members 
Entering Unmasked Estep 
Score: -10700955.000000 Penalty: 3689.336914
	Iteration 147Q: 3 clusters Score -1.070096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -10700954.000000 Penalty: 3689.336914
	Iteration 148Q: 3 clusters Score -1.070095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -10700952.000000 Penalty: 3689.336914
	Iteration 149Q: 3 clusters Score -1.070095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -10700947.000000 Penalty: 3689.336914
	Iteration 150Q: 3 clusters Score -1.070095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
Score: -10700949.000000 Penalty: 3689.336914
	Iteration 151Q: 3 clusters Score -1.070095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -10700956.000000 Penalty: 3689.336914
	Iteration 152Q: 3 clusters Score -1.070096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -10700957.000000 Penalty: 3689.336914
	Iteration 153Q: 3 clusters Score -1.070096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -10700955.000000 Penalty: 3689.336914
	Iteration 154Q: 3 clusters Score -1.070096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -10700950.000000 Penalty: 3689.336914
	Iteration 155Q: 3 clusters Score -1.070095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 83391 members 
Entering Unmasked Estep 
Score: -10700944.000000 Penalty: 3689.336914
	Iteration 156Q: 3 clusters Score -1.070094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -10700949.000000 Penalty: 3689.336914
	Iteration 157Q: 3 clusters Score -1.070095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -10700958.000000 Penalty: 3689.336914
	Iteration 158Q: 3 clusters Score -1.070096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -10700952.000000 Penalty: 3689.336914
	Iteration 159Q: 3 clusters Score -1.070095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -10700947.000000 Penalty: 3689.336914
	Iteration 160F: 3 clusters Score -1.070095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -10700950.000000 Penalty: 3689.336914
	Iteration 161Q: 3 clusters Score -1.070095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 83436 members 
Entering Unmasked Estep 
Score: -10700956.000000 Penalty: 3689.336914
	Iteration 162Q: 3 clusters Score -1.070096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -10700955.000000 Penalty: 3689.336914
	Iteration 163Q: 3 clusters Score -1.070096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -10700957.000000 Penalty: 3689.336914
	Iteration 164Q: 3 clusters Score -1.070096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -10700961.000000 Penalty: 3689.336914
	Iteration 165Q: 3 clusters Score -1.070096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -10700959.000000 Penalty: 3689.336914
	Iteration 166Q: 3 clusters Score -1.070096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -10700959.000000 Penalty: 3689.336914
	Iteration 167Q: 3 clusters Score -1.070096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -10700955.000000 Penalty: 3689.336914
	Iteration 168Q: 3 clusters Score -1.070096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -10700955.000000 Penalty: 3689.336914
	Iteration 169F: 3 clusters Score -1.070096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Entering Unmasked Estep 
Score: -10314221.000000 Penalty: 1841.458374
	Iteration 0F: 2 clusters Score -1.031422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -10259518.000000 Penalty: 3682.916748
	Iteration 0F: 3 clusters Score -1.025952e+07 nChanged 39611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -10281985.000000 Penalty: 3682.916748
	Iteration 1F: 3 clusters Score -1.028198e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -10282681.000000 Penalty: 3682.916748
	Iteration 2Q: 3 clusters Score -1.028268e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -10283600.000000 Penalty: 3682.916748
	Iteration 3Q: 3 clusters Score -1.02836e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -10285221.000000 Penalty: 3682.916748
	Iteration 4Q: 3 clusters Score -1.028522e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -10287942.000000 Penalty: 3682.916748
	Iteration 5F: 3 clusters Score -1.028794e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -10292270.000000 Penalty: 3682.916748
	Iteration 6F: 3 clusters Score -1.029227e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -10297962.000000 Penalty: 3682.916748
	Iteration 7F: 3 clusters Score -1.029796e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -10303893.000000 Penalty: 3682.916748
	Iteration 8F: 3 clusters Score -1.030389e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -10308633.000000 Penalty: 3682.916748
	Iteration 9F: 3 clusters Score -1.030863e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -10310809.000000 Penalty: 3682.916748
	Iteration 10Q: 3 clusters Score -1.031081e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -10311648.000000 Penalty: 3682.916748
	Iteration 11Q: 3 clusters Score -1.031165e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -10312094.000000 Penalty: 3682.916748
	Iteration 12Q: 3 clusters Score -1.031209e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -10312373.000000 Penalty: 3682.916748
	Iteration 13Q: 3 clusters Score -1.031237e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 73467 members 
Entering Unmasked Estep 
Score: -10312597.000000 Penalty: 3682.916748
	Iteration 14Q: 3 clusters Score -1.03126e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -10312733.000000 Penalty: 3682.916748
	Iteration 15Q: 3 clusters Score -1.031273e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -10312855.000000 Penalty: 3682.916748
	Iteration 16Q: 3 clusters Score -1.031286e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -10312996.000000 Penalty: 3682.916748
	Iteration 17Q: 3 clusters Score -1.0313e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -10313088.000000 Penalty: 3682.916748
	Iteration 18Q: 3 clusters Score -1.031309e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -10313133.000000 Penalty: 3682.916748
	Iteration 19Q: 3 clusters Score -1.031313e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -10313243.000000 Penalty: 3682.916748
	Iteration 20F: 3 clusters Score -1.031324e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -10313295.000000 Penalty: 3682.916748
	Iteration 21Q: 3 clusters Score -1.03133e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -10313387.000000 Penalty: 3682.916748
	Iteration 22Q: 3 clusters Score -1.031339e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -10313416.000000 Penalty: 3682.916748
	Iteration 23Q: 3 clusters Score -1.031342e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -10313452.000000 Penalty: 3682.916748
	Iteration 24Q: 3 clusters Score -1.031345e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -10313551.000000 Penalty: 3682.916748
	Iteration 25Q: 3 clusters Score -1.031355e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -10313582.000000 Penalty: 3682.916748
	Iteration 26Q: 3 clusters Score -1.031358e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -10313609.000000 Penalty: 3682.916748
	Iteration 27Q: 3 clusters Score -1.031361e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -10313648.000000 Penalty: 3682.916748
	Iteration 28Q: 3 clusters Score -1.031365e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -10313693.000000 Penalty: 3682.916748
	Iteration 29Q: 3 clusters Score -1.031369e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 79108 members 
Entering Unmasked Estep 
Score: -10313701.000000 Penalty: 3682.916748
	Iteration 30Q: 3 clusters Score -1.03137e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -10313728.000000 Penalty: 3682.916748
	Iteration 31Q: 3 clusters Score -1.031373e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -10313757.000000 Penalty: 3682.916748
	Iteration 32Q: 3 clusters Score -1.031376e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -10313724.000000 Penalty: 3682.916748
	Iteration 33Q: 3 clusters Score -1.031372e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -10313713.000000 Penalty: 3682.916748
	Iteration 34Q: 3 clusters Score -1.031371e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -10313695.000000 Penalty: 3682.916748
	Iteration 35Q: 3 clusters Score -1.03137e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -10313698.000000 Penalty: 3682.916748
	Iteration 36Q: 3 clusters Score -1.03137e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -10313708.000000 Penalty: 3682.916748
	Iteration 37Q: 3 clusters Score -1.031371e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -10313730.000000 Penalty: 3682.916748
	Iteration 38Q: 3 clusters Score -1.031373e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -10313734.000000 Penalty: 3682.916748
	Iteration 39Q: 3 clusters Score -1.031373e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -10313720.000000 Penalty: 3682.916748
	Iteration 40F: 3 clusters Score -1.031372e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -10313725.000000 Penalty: 3682.916748
	Iteration 41Q: 3 clusters Score -1.031372e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -10313764.000000 Penalty: 3682.916748
	Iteration 42Q: 3 clusters Score -1.031376e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -10313764.000000 Penalty: 3682.916748
	Iteration 43Q: 3 clusters Score -1.031376e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 80604 members 
Entering Unmasked Estep 
Score: -10313766.000000 Penalty: 3682.916748
	Iteration 44Q: 3 clusters Score -1.031377e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 80653 members 
Entering Unmasked Estep 
Score: -10313753.000000 Penalty: 3682.916748
	Iteration 45Q: 3 clusters Score -1.031375e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -10313749.000000 Penalty: 3682.916748
	Iteration 46Q: 3 clusters Score -1.031375e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 80763 members 
Entering Unmasked Estep 
Score: -10313746.000000 Penalty: 3682.916748
	Iteration 47Q: 3 clusters Score -1.031375e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 80804 members 
Entering Unmasked Estep 
Score: -10313763.000000 Penalty: 3682.916748
	Iteration 48Q: 3 clusters Score -1.031376e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -10313741.000000 Penalty: 3682.916748
	Iteration 49Q: 3 clusters Score -1.031374e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10313723.000000 Penalty: 3682.916748
	Iteration 50Q: 3 clusters Score -1.031372e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -10313723.000000 Penalty: 3682.916748
	Iteration 51Q: 3 clusters Score -1.031372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -10313717.000000 Penalty: 3682.916748
	Iteration 52Q: 3 clusters Score -1.031372e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -10313722.000000 Penalty: 3682.916748
	Iteration 53Q: 3 clusters Score -1.031372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -10313728.000000 Penalty: 3682.916748
	Iteration 54Q: 3 clusters Score -1.031373e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 81055 members 
Entering Unmasked Estep 
Score: -10313754.000000 Penalty: 3682.916748
	Iteration 55Q: 3 clusters Score -1.031375e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -10313737.000000 Penalty: 3682.916748
	Iteration 56Q: 3 clusters Score -1.031374e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 81146 members 
Entering Unmasked Estep 
Score: -10313728.000000 Penalty: 3682.916748
	Iteration 57Q: 3 clusters Score -1.031373e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -10313749.000000 Penalty: 3682.916748
	Iteration 58Q: 3 clusters Score -1.031375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -10313745.000000 Penalty: 3682.916748
	Iteration 59Q: 3 clusters Score -1.031374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 81217 members 
Entering Unmasked Estep 
Score: -10313737.000000 Penalty: 3682.916748
	Iteration 60F: 3 clusters Score -1.031374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -10313747.000000 Penalty: 3682.916748
	Iteration 61Q: 3 clusters Score -1.031375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -10313748.000000 Penalty: 3682.916748
	Iteration 62Q: 3 clusters Score -1.031375e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 81257 members 
Entering Unmasked Estep 
Score: -10313745.000000 Penalty: 3682.916748
	Iteration 63Q: 3 clusters Score -1.031374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -10313736.000000 Penalty: 3682.916748
	Iteration 64Q: 3 clusters Score -1.031374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -10313721.000000 Penalty: 3682.916748
	Iteration 65Q: 3 clusters Score -1.031372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -10313722.000000 Penalty: 3682.916748
	Iteration 66Q: 3 clusters Score -1.031372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -10313719.000000 Penalty: 3682.916748
	Iteration 67Q: 3 clusters Score -1.031372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -10313725.000000 Penalty: 3682.916748
	Iteration 68Q: 3 clusters Score -1.031372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -10313725.000000 Penalty: 3682.916748
	Iteration 69Q: 3 clusters Score -1.031372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -10313742.000000 Penalty: 3682.916748
	Iteration 70Q: 3 clusters Score -1.031374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -10313736.000000 Penalty: 3682.916748
	Iteration 71Q: 3 clusters Score -1.031374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -10313736.000000 Penalty: 3682.916748
	Iteration 72Q: 3 clusters Score -1.031374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -10313741.000000 Penalty: 3682.916748
	Iteration 73Q: 3 clusters Score -1.031374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -10313738.000000 Penalty: 3682.916748
	Iteration 74Q: 3 clusters Score -1.031374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -10313736.000000 Penalty: 3682.916748
	Iteration 75Q: 3 clusters Score -1.031374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -10313739.000000 Penalty: 3682.916748
	Iteration 76Q: 3 clusters Score -1.031374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -10313738.000000 Penalty: 3682.916748
	Iteration 77Q: 3 clusters Score -1.031374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -10313738.000000 Penalty: 3682.916748
	Iteration 78F: 3 clusters Score -1.031374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -35016.062500 Penalty: 956.491943
	Iteration 0F: 2 clusters Score -35016.06 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 179 members 
Entering Unmasked Estep 
Score: -34104.136719 Penalty: 1912.983887
	Iteration 0F: 3 clusters Score -34104.14 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34255.445312 Penalty: 1912.983887
	Iteration 1F: 3 clusters Score -34255.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34324.308594 Penalty: 1912.983887
	Iteration 2F: 3 clusters Score -34324.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34362.710938 Penalty: 1912.983887
	Iteration 3Q: 3 clusters Score -34362.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34428.332031 Penalty: 1912.983887
	Iteration 4Q: 3 clusters Score -34428.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34463.070312 Penalty: 1912.983887
	Iteration 5Q: 3 clusters Score -34463.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34487.347656 Penalty: 1912.983887
	Iteration 6Q: 3 clusters Score -34487.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34506.882812 Penalty: 1912.983887
	Iteration 7Q: 3 clusters Score -34506.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34515.742188 Penalty: 1912.983887
	Iteration 8Q: 3 clusters Score -34515.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34520.011719 Penalty: 1912.983887
	Iteration 9Q: 3 clusters Score -34520.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34520.871094 Penalty: 1912.983887
	Iteration 10Q: 3 clusters Score -34520.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34523.230469 Penalty: 1912.983887
	Iteration 11Q: 3 clusters Score -34523.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34523.804688 Penalty: 1912.983887
	Iteration 12Q: 3 clusters Score -34523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34523.804688 Penalty: 1912.983887
	Iteration 13F: 3 clusters Score -34523.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Entering Unmasked Estep 
Score: -1225052.625000 Penalty: 1499.834473
	Iteration 0F: 2 clusters Score -1225053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1217772.125000 Penalty: 2999.668945
	Iteration 0F: 3 clusters Score -1217772 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1220227.875000 Penalty: 2999.668945
	Iteration 1F: 3 clusters Score -1220228 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1220606.000000 Penalty: 2999.668945
	Iteration 2F: 3 clusters Score -1220606 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1220901.750000 Penalty: 2999.668945
	Iteration 3F: 3 clusters Score -1220902 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1221157.875000 Penalty: 2999.668945
	Iteration 4Q: 3 clusters Score -1221158 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1221420.500000 Penalty: 2999.668945
	Iteration 5Q: 3 clusters Score -1221420 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1221671.750000 Penalty: 2999.668945
	Iteration 6Q: 3 clusters Score -1221672 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1221950.750000 Penalty: 2999.668945
	Iteration 7Q: 3 clusters Score -1221951 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1222259.375000 Penalty: 2999.668945
	Iteration 8Q: 3 clusters Score -1222259 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1222559.375000 Penalty: 2999.668945
	Iteration 9Q: 3 clusters Score -1222559 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1222867.250000 Penalty: 2999.668945
	Iteration 10Q: 3 clusters Score -1222867 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1223135.125000 Penalty: 2999.668945
	Iteration 11Q: 3 clusters Score -1223135 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1223357.625000 Penalty: 2999.668945
	Iteration 12Q: 3 clusters Score -1223358 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1223525.875000 Penalty: 2999.668945
	Iteration 13Q: 3 clusters Score -1223526 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1223620.250000 Penalty: 2999.668945
	Iteration 14Q: 3 clusters Score -1223620 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1223693.000000 Penalty: 2999.668945
	Iteration 15Q: 3 clusters Score -1223693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1223751.000000 Penalty: 2999.668945
	Iteration 16Q: 3 clusters Score -1223751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1223791.500000 Penalty: 2999.668945
	Iteration 17Q: 3 clusters Score -1223792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1223815.125000 Penalty: 2999.668945
	Iteration 18Q: 3 clusters Score -1223815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1223840.625000 Penalty: 2999.668945
	Iteration 19Q: 3 clusters Score -1223841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1223856.500000 Penalty: 2999.668945
	Iteration 20F: 3 clusters Score -1223856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1223885.625000 Penalty: 2999.668945
	Iteration 21Q: 3 clusters Score -1223886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1223908.250000 Penalty: 2999.668945
	Iteration 22Q: 3 clusters Score -1223908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1223930.125000 Penalty: 2999.668945
	Iteration 23Q: 3 clusters Score -1223930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1223942.000000 Penalty: 2999.668945
	Iteration 24Q: 3 clusters Score -1223942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1223948.250000 Penalty: 2999.668945
	Iteration 25Q: 3 clusters Score -1223948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1223951.500000 Penalty: 2999.668945
	Iteration 26Q: 3 clusters Score -1223952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1223956.875000 Penalty: 2999.668945
	Iteration 27Q: 3 clusters Score -1223957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1223959.750000 Penalty: 2999.668945
	Iteration 28Q: 3 clusters Score -1223960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1223960.875000 Penalty: 2999.668945
	Iteration 29Q: 3 clusters Score -1223961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1223964.625000 Penalty: 2999.668945
	Iteration 30Q: 3 clusters Score -1223965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1223966.375000 Penalty: 2999.668945
	Iteration 31Q: 3 clusters Score -1223966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1223966.375000 Penalty: 2999.668945
	Iteration 32F: 3 clusters Score -1223966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -189992.171875 Penalty: 1207.200684
	Iteration 0F: 2 clusters Score -189992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -188104.281250 Penalty: 2414.401367
	Iteration 0F: 3 clusters Score -188104.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188454.421875 Penalty: 2414.401367
	Iteration 1F: 3 clusters Score -188454.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188550.890625 Penalty: 2414.401367
	Iteration 2F: 3 clusters Score -188550.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -188629.609375 Penalty: 2414.401367
	Iteration 3F: 3 clusters Score -188629.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188668.500000 Penalty: 2414.401367
	Iteration 4Q: 3 clusters Score -188668.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -188685.437500 Penalty: 2414.401367
	Iteration 5Q: 3 clusters Score -188685.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -188701.375000 Penalty: 2414.401367
	Iteration 6Q: 3 clusters Score -188701.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -188719.343750 Penalty: 2414.401367
	Iteration 7Q: 3 clusters Score -188719.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -188742.937500 Penalty: 2414.401367
	Iteration 8Q: 3 clusters Score -188742.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -188764.375000 Penalty: 2414.401367
	Iteration 9Q: 3 clusters Score -188764.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -188779.234375 Penalty: 2414.401367
	Iteration 10Q: 3 clusters Score -188779.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -188790.546875 Penalty: 2414.401367
	Iteration 11Q: 3 clusters Score -188790.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -188800.484375 Penalty: 2414.401367
	Iteration 12Q: 3 clusters Score -188800.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -188809.093750 Penalty: 2414.401367
	Iteration 13Q: 3 clusters Score -188809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -188813.968750 Penalty: 2414.401367
	Iteration 14Q: 3 clusters Score -188814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -188815.828125 Penalty: 2414.401367
	Iteration 15Q: 3 clusters Score -188815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -188816.000000 Penalty: 2414.401367
	Iteration 16Q: 3 clusters Score -188816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -188818.140625 Penalty: 2414.401367
	Iteration 17Q: 3 clusters Score -188818.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -188820.843750 Penalty: 2414.401367
	Iteration 18Q: 3 clusters Score -188820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -188824.546875 Penalty: 2414.401367
	Iteration 19Q: 3 clusters Score -188824.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -188830.515625 Penalty: 2414.401367
	Iteration 20F: 3 clusters Score -188830.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -188834.312500 Penalty: 2414.401367
	Iteration 21Q: 3 clusters Score -188834.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -188837.140625 Penalty: 2414.401367
	Iteration 22Q: 3 clusters Score -188837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -188837.859375 Penalty: 2414.401367
	Iteration 23Q: 3 clusters Score -188837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -188838.140625 Penalty: 2414.401367
	Iteration 24Q: 3 clusters Score -188838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -188839.359375 Penalty: 2414.401367
	Iteration 25Q: 3 clusters Score -188839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -188840.343750 Penalty: 2414.401367
	Iteration 26Q: 3 clusters Score -188840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -188840.703125 Penalty: 2414.401367
	Iteration 27Q: 3 clusters Score -188840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -188841.828125 Penalty: 2414.401367
	Iteration 28Q: 3 clusters Score -188841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -188845.609375 Penalty: 2414.401367
	Iteration 29Q: 3 clusters Score -188845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -188847.500000 Penalty: 2414.401367
	Iteration 30Q: 3 clusters Score -188847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -188848.296875 Penalty: 2414.401367
	Iteration 31Q: 3 clusters Score -188848.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -188848.875000 Penalty: 2414.401367
	Iteration 32Q: 3 clusters Score -188848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -188849.453125 Penalty: 2414.401367
	Iteration 33Q: 3 clusters Score -188849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -188849.453125 Penalty: 2414.401367
	Iteration 34F: 3 clusters Score -188849.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -197487.875000 Penalty: 1209.880371
	Iteration 0F: 2 clusters Score -197487.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -195572.906250 Penalty: 2419.760742
	Iteration 0F: 3 clusters Score -195572.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -196020.218750 Penalty: 2419.760742
	Iteration 1F: 3 clusters Score -196020.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -196183.437500 Penalty: 2419.760742
	Iteration 2F: 3 clusters Score -196183.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -196273.718750 Penalty: 2419.760742
	Iteration 3F: 3 clusters Score -196273.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -196325.140625 Penalty: 2419.760742
	Iteration 4Q: 3 clusters Score -196325.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -196352.671875 Penalty: 2419.760742
	Iteration 5Q: 3 clusters Score -196352.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -196366.093750 Penalty: 2419.760742
	Iteration 6Q: 3 clusters Score -196366.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -196375.078125 Penalty: 2419.760742
	Iteration 7Q: 3 clusters Score -196375.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -196385.390625 Penalty: 2419.760742
	Iteration 8Q: 3 clusters Score -196385.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -196398.781250 Penalty: 2419.760742
	Iteration 9Q: 3 clusters Score -196398.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -196409.078125 Penalty: 2419.760742
	Iteration 10Q: 3 clusters Score -196409.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -196420.156250 Penalty: 2419.760742
	Iteration 11Q: 3 clusters Score -196420.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -196435.296875 Penalty: 2419.760742
	Iteration 12Q: 3 clusters Score -196435.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -196444.968750 Penalty: 2419.760742
	Iteration 13Q: 3 clusters Score -196445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -196451.218750 Penalty: 2419.760742
	Iteration 14Q: 3 clusters Score -196451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -196457.078125 Penalty: 2419.760742
	Iteration 15Q: 3 clusters Score -196457.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -196459.343750 Penalty: 2419.760742
	Iteration 16Q: 3 clusters Score -196459.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -196460.390625 Penalty: 2419.760742
	Iteration 17Q: 3 clusters Score -196460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -196462.187500 Penalty: 2419.760742
	Iteration 18Q: 3 clusters Score -196462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -196462.234375 Penalty: 2419.760742
	Iteration 19Q: 3 clusters Score -196462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -196462.421875 Penalty: 2419.760742
	Iteration 20F: 3 clusters Score -196462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -196462.828125 Penalty: 2419.760742
	Iteration 21Q: 3 clusters Score -196462.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -196462.828125 Penalty: 2419.760742
	Iteration 22F: 3 clusters Score -196462.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Entering Unmasked Estep 
Score: -905195.312500 Penalty: 1449.454590
	Iteration 0F: 2 clusters Score -905195.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -899594.500000 Penalty: 2898.909180
	Iteration 0F: 3 clusters Score -899594.5 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -901471.812500 Penalty: 2898.909180
	Iteration 1F: 3 clusters Score -901471.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -901796.750000 Penalty: 2898.909180
	Iteration 2F: 3 clusters Score -901796.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -902116.000000 Penalty: 2898.909180
	Iteration 3F: 3 clusters Score -902116 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -902401.812500 Penalty: 2898.909180
	Iteration 4F: 3 clusters Score -902401.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -902637.062500 Penalty: 2898.909180
	Iteration 5F: 3 clusters Score -902637.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -902868.250000 Penalty: 2898.909180
	Iteration 6Q: 3 clusters Score -902868.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -903056.875000 Penalty: 2898.909180
	Iteration 7Q: 3 clusters Score -903056.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -903232.312500 Penalty: 2898.909180
	Iteration 8Q: 3 clusters Score -903232.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -903376.000000 Penalty: 2898.909180
	Iteration 9Q: 3 clusters Score -903376 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -903455.937500 Penalty: 2898.909180
	Iteration 10Q: 3 clusters Score -903455.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -903515.625000 Penalty: 2898.909180
	Iteration 11Q: 3 clusters Score -903515.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -903584.000000 Penalty: 2898.909180
	Iteration 12Q: 3 clusters Score -903584 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -903653.687500 Penalty: 2898.909180
	Iteration 13Q: 3 clusters Score -903653.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -903723.437500 Penalty: 2898.909180
	Iteration 14Q: 3 clusters Score -903723.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -903791.937500 Penalty: 2898.909180
	Iteration 15Q: 3 clusters Score -903791.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -903872.875000 Penalty: 2898.909180
	Iteration 16Q: 3 clusters Score -903872.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -903966.312500 Penalty: 2898.909180
	Iteration 17Q: 3 clusters Score -903966.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -904038.375000 Penalty: 2898.909180
	Iteration 18Q: 3 clusters Score -904038.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -904097.812500 Penalty: 2898.909180
	Iteration 19Q: 3 clusters Score -904097.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -904131.500000 Penalty: 2898.909180
	Iteration 20F: 3 clusters Score -904131.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -904154.687500 Penalty: 2898.909180
	Iteration 21Q: 3 clusters Score -904154.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -904177.937500 Penalty: 2898.909180
	Iteration 22Q: 3 clusters Score -904177.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -904196.687500 Penalty: 2898.909180
	Iteration 23Q: 3 clusters Score -904196.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -904207.437500 Penalty: 2898.909180
	Iteration 24Q: 3 clusters Score -904207.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -904220.375000 Penalty: 2898.909180
	Iteration 25Q: 3 clusters Score -904220.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -904228.187500 Penalty: 2898.909180
	Iteration 26Q: 3 clusters Score -904228.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -904233.312500 Penalty: 2898.909180
	Iteration 27Q: 3 clusters Score -904233.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -904235.750000 Penalty: 2898.909180
	Iteration 28Q: 3 clusters Score -904235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -904237.750000 Penalty: 2898.909180
	Iteration 29Q: 3 clusters Score -904237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -904239.312500 Penalty: 2898.909180
	Iteration 30Q: 3 clusters Score -904239.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -904240.562500 Penalty: 2898.909180
	Iteration 31Q: 3 clusters Score -904240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -904239.500000 Penalty: 2898.909180
	Iteration 32Q: 3 clusters Score -904239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -904240.500000 Penalty: 2898.909180
	Iteration 33Q: 3 clusters Score -904240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -904243.375000 Penalty: 2898.909180
	Iteration 34Q: 3 clusters Score -904243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -904246.187500 Penalty: 2898.909180
	Iteration 35Q: 3 clusters Score -904246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -904248.625000 Penalty: 2898.909180
	Iteration 36Q: 3 clusters Score -904248.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -904254.375000 Penalty: 2898.909180
	Iteration 37Q: 3 clusters Score -904254.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -904256.312500 Penalty: 2898.909180
	Iteration 38Q: 3 clusters Score -904256.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -904257.812500 Penalty: 2898.909180
	Iteration 39Q: 3 clusters Score -904257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -904258.437500 Penalty: 2898.909180
	Iteration 40F: 3 clusters Score -904258.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -904262.750000 Penalty: 2898.909180
	Iteration 41Q: 3 clusters Score -904262.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -904266.062500 Penalty: 2898.909180
	Iteration 42Q: 3 clusters Score -904266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -904269.437500 Penalty: 2898.909180
	Iteration 43Q: 3 clusters Score -904269.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -904273.937500 Penalty: 2898.909180
	Iteration 44Q: 3 clusters Score -904273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -904275.312500 Penalty: 2898.909180
	Iteration 45Q: 3 clusters Score -904275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -904275.437500 Penalty: 2898.909180
	Iteration 46Q: 3 clusters Score -904275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -904276.000000 Penalty: 2898.909180
	Iteration 47Q: 3 clusters Score -904276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -904276.750000 Penalty: 2898.909180
	Iteration 48Q: 3 clusters Score -904276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -904276.437500 Penalty: 2898.909180
	Iteration 49Q: 3 clusters Score -904276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -904276.812500 Penalty: 2898.909180
	Iteration 50Q: 3 clusters Score -904276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -904278.687500 Penalty: 2898.909180
	Iteration 51Q: 3 clusters Score -904278.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -904277.375000 Penalty: 2898.909180
	Iteration 52Q: 3 clusters Score -904277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -904278.312500 Penalty: 2898.909180
	Iteration 53Q: 3 clusters Score -904278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -904280.312500 Penalty: 2898.909180
	Iteration 54Q: 3 clusters Score -904280.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -904280.312500 Penalty: 2898.909180
	Iteration 55F: 3 clusters Score -904280.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -134919.093750 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -134919.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -133356.281250 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -133356.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133634.328125 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -133634.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -133709.031250 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -133709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -133755.500000 Penalty: 2299.363037
	Iteration 3Q: 3 clusters Score -133755.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133811.156250 Penalty: 2299.363037
	Iteration 4Q: 3 clusters Score -133811.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133856.890625 Penalty: 2299.363037
	Iteration 5Q: 3 clusters Score -133856.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133885.171875 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -133885.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -133904.015625 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -133904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133918.562500 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -133918.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133931.625000 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -133931.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133940.796875 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -133940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -133945.640625 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -133945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -133949.250000 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -133949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -133951.281250 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -133951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -133955.843750 Penalty: 2299.363037
	Iteration 14Q: 3 clusters Score -133955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -133958.531250 Penalty: 2299.363037
	Iteration 15Q: 3 clusters Score -133958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -133960.453125 Penalty: 2299.363037
	Iteration 16Q: 3 clusters Score -133960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133962.109375 Penalty: 2299.363037
	Iteration 17Q: 3 clusters Score -133962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -133962.953125 Penalty: 2299.363037
	Iteration 18Q: 3 clusters Score -133963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133963.140625 Penalty: 2299.363037
	Iteration 19Q: 3 clusters Score -133963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133963.140625 Penalty: 2299.363037
	Iteration 20F: 3 clusters Score -133963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -12699.795898 Penalty: 820.601624
	Iteration 0F: 2 clusters Score -12699.8 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 80 members 
Entering Unmasked Estep 
Score: -12106.232422 Penalty: 1641.203247
	Iteration 0F: 3 clusters Score -12106.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12208.291016 Penalty: 1641.203247
	Iteration 1F: 3 clusters Score -12208.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12229.564453 Penalty: 1641.203247
	Iteration 2Q: 3 clusters Score -12229.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12238.466797 Penalty: 1641.203247
	Iteration 3Q: 3 clusters Score -12238.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12256.064453 Penalty: 1641.203247
	Iteration 4Q: 3 clusters Score -12256.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12258.594727 Penalty: 1641.203247
	Iteration 5Q: 3 clusters Score -12258.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12258.594727 Penalty: 1641.203247
	Iteration 6F: 3 clusters Score -12258.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -310048.437500 Penalty: 1280.876099
	Iteration 0F: 2 clusters Score -310048.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -307536.562500 Penalty: 2561.752197
	Iteration 0F: 3 clusters Score -307536.6 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -308106.562500 Penalty: 2561.752197
	Iteration 1F: 3 clusters Score -308106.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -308267.812500 Penalty: 2561.752197
	Iteration 2F: 3 clusters Score -308267.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -308434.718750 Penalty: 2561.752197
	Iteration 3F: 3 clusters Score -308434.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -308555.343750 Penalty: 2561.752197
	Iteration 4F: 3 clusters Score -308555.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -308652.968750 Penalty: 2561.752197
	Iteration 5Q: 3 clusters Score -308653 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -308754.156250 Penalty: 2561.752197
	Iteration 6Q: 3 clusters Score -308754.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -308826.062500 Penalty: 2561.752197
	Iteration 7Q: 3 clusters Score -308826.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -308885.000000 Penalty: 2561.752197
	Iteration 8Q: 3 clusters Score -308885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -308929.593750 Penalty: 2561.752197
	Iteration 9Q: 3 clusters Score -308929.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -308963.093750 Penalty: 2561.752197
	Iteration 10Q: 3 clusters Score -308963.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -308998.000000 Penalty: 2561.752197
	Iteration 11Q: 3 clusters Score -308998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -309022.593750 Penalty: 2561.752197
	Iteration 12Q: 3 clusters Score -309022.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -309042.031250 Penalty: 2561.752197
	Iteration 13Q: 3 clusters Score -309042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -309059.250000 Penalty: 2561.752197
	Iteration 14Q: 3 clusters Score -309059.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -309076.218750 Penalty: 2561.752197
	Iteration 15Q: 3 clusters Score -309076.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -309088.687500 Penalty: 2561.752197
	Iteration 16Q: 3 clusters Score -309088.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -309095.593750 Penalty: 2561.752197
	Iteration 17Q: 3 clusters Score -309095.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -309099.406250 Penalty: 2561.752197
	Iteration 18Q: 3 clusters Score -309099.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -309103.187500 Penalty: 2561.752197
	Iteration 19Q: 3 clusters Score -309103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -309105.125000 Penalty: 2561.752197
	Iteration 20F: 3 clusters Score -309105.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -309108.156250 Penalty: 2561.752197
	Iteration 21Q: 3 clusters Score -309108.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -309112.250000 Penalty: 2561.752197
	Iteration 22Q: 3 clusters Score -309112.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -309115.562500 Penalty: 2561.752197
	Iteration 23Q: 3 clusters Score -309115.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -309117.906250 Penalty: 2561.752197
	Iteration 24Q: 3 clusters Score -309117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -309118.625000 Penalty: 2561.752197
	Iteration 25Q: 3 clusters Score -309118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -309119.062500 Penalty: 2561.752197
	Iteration 26Q: 3 clusters Score -309119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -309119.062500 Penalty: 2561.752197
	Iteration 27F: 3 clusters Score -309119.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (46301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Entering Unmasked Estep 
Score: -5905088.000000 Penalty: 1745.724365
	Iteration 0F: 2 clusters Score -5905088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5874660.500000 Penalty: 3491.448730
	Iteration 0F: 3 clusters Score -5874660 nChanged 21656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -5886838.500000 Penalty: 3491.448730
	Iteration 1F: 3 clusters Score -5886838 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5887464.000000 Penalty: 3491.448730
	Iteration 2Q: 3 clusters Score -5887464 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -5888442.500000 Penalty: 3491.448730
	Iteration 3Q: 3 clusters Score -5888442 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -5889901.000000 Penalty: 3491.448730
	Iteration 4F: 3 clusters Score -5889901 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -5892210.500000 Penalty: 3491.448730
	Iteration 5F: 3 clusters Score -5892210 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -5895461.000000 Penalty: 3491.448730
	Iteration 6F: 3 clusters Score -5895461 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -5898886.500000 Penalty: 3491.448730
	Iteration 7F: 3 clusters Score -5898886 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5901278.000000 Penalty: 3491.448730
	Iteration 8F: 3 clusters Score -5901278 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5902548.000000 Penalty: 3491.448730
	Iteration 9Q: 3 clusters Score -5902548 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5903108.500000 Penalty: 3491.448730
	Iteration 10Q: 3 clusters Score -5903108 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5903334.000000 Penalty: 3491.448730
	Iteration 11Q: 3 clusters Score -5903334 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5903448.000000 Penalty: 3491.448730
	Iteration 12Q: 3 clusters Score -5903448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5903506.000000 Penalty: 3491.448730
	Iteration 13Q: 3 clusters Score -5903506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5903543.000000 Penalty: 3491.448730
	Iteration 14Q: 3 clusters Score -5903543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5903565.500000 Penalty: 3491.448730
	Iteration 15Q: 3 clusters Score -5903566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5903566.500000 Penalty: 3491.448730
	Iteration 16Q: 3 clusters Score -5903566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5903583.500000 Penalty: 3491.448730
	Iteration 17Q: 3 clusters Score -5903584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5903594.000000 Penalty: 3491.448730
	Iteration 18Q: 3 clusters Score -5903594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5903602.500000 Penalty: 3491.448730
	Iteration 19Q: 3 clusters Score -5903602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5903604.000000 Penalty: 3491.448730
	Iteration 20F: 3 clusters Score -5903604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5903609.000000 Penalty: 3491.448730
	Iteration 21Q: 3 clusters Score -5903609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5903609.000000 Penalty: 3491.448730
	Iteration 22Q: 3 clusters Score -5903609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5903609.000000 Penalty: 3491.448730
	Iteration 23F: 3 clusters Score -5903609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Entering Unmasked Estep 
Score: -384105.343750 Penalty: 1315.386108
	Iteration 0F: 2 clusters Score -384105.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -381157.937500 Penalty: 2630.772217
	Iteration 0F: 3 clusters Score -381157.9 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -381951.562500 Penalty: 2630.772217
	Iteration 1F: 3 clusters Score -381951.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -382175.375000 Penalty: 2630.772217
	Iteration 2F: 3 clusters Score -382175.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -382325.437500 Penalty: 2630.772217
	Iteration 3F: 3 clusters Score -382325.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -382495.375000 Penalty: 2630.772217
	Iteration 4F: 3 clusters Score -382495.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -382688.812500 Penalty: 2630.772217
	Iteration 5F: 3 clusters Score -382688.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -382863.312500 Penalty: 2630.772217
	Iteration 6F: 3 clusters Score -382863.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -383015.843750 Penalty: 2630.772217
	Iteration 7Q: 3 clusters Score -383015.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -383172.093750 Penalty: 2630.772217
	Iteration 8Q: 3 clusters Score -383172.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -383326.937500 Penalty: 2630.772217
	Iteration 9Q: 3 clusters Score -383326.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -383449.593750 Penalty: 2630.772217
	Iteration 10Q: 3 clusters Score -383449.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -383518.875000 Penalty: 2630.772217
	Iteration 11Q: 3 clusters Score -383518.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -383576.375000 Penalty: 2630.772217
	Iteration 12Q: 3 clusters Score -383576.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -383611.000000 Penalty: 2630.772217
	Iteration 13Q: 3 clusters Score -383611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -383632.968750 Penalty: 2630.772217
	Iteration 14Q: 3 clusters Score -383633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -383646.062500 Penalty: 2630.772217
	Iteration 15Q: 3 clusters Score -383646.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -383656.843750 Penalty: 2630.772217
	Iteration 16Q: 3 clusters Score -383656.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -383664.093750 Penalty: 2630.772217
	Iteration 17Q: 3 clusters Score -383664.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -383671.781250 Penalty: 2630.772217
	Iteration 18Q: 3 clusters Score -383671.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -383677.937500 Penalty: 2630.772217
	Iteration 19Q: 3 clusters Score -383677.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -383687.875000 Penalty: 2630.772217
	Iteration 20F: 3 clusters Score -383687.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -383698.562500 Penalty: 2630.772217
	Iteration 21Q: 3 clusters Score -383698.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -383703.718750 Penalty: 2630.772217
	Iteration 22Q: 3 clusters Score -383703.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -383706.750000 Penalty: 2630.772217
	Iteration 23Q: 3 clusters Score -383706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -383708.250000 Penalty: 2630.772217
	Iteration 24Q: 3 clusters Score -383708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -383708.843750 Penalty: 2630.772217
	Iteration 25Q: 3 clusters Score -383708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -383708.843750 Penalty: 2630.772217
	Iteration 26F: 3 clusters Score -383708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -241430.109375 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -241430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -239299.203125 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -239299.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -239898.015625 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -239898 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -240024.843750 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -240024.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -240123.984375 Penalty: 2482.727295
	Iteration 3F: 3 clusters Score -240124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -240173.812500 Penalty: 2482.727295
	Iteration 4Q: 3 clusters Score -240173.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -240236.375000 Penalty: 2482.727295
	Iteration 5Q: 3 clusters Score -240236.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -240295.968750 Penalty: 2482.727295
	Iteration 6Q: 3 clusters Score -240296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -240361.296875 Penalty: 2482.727295
	Iteration 7Q: 3 clusters Score -240361.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -240430.171875 Penalty: 2482.727295
	Iteration 8Q: 3 clusters Score -240430.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -240477.765625 Penalty: 2482.727295
	Iteration 9Q: 3 clusters Score -240477.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -240505.796875 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -240505.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -240538.750000 Penalty: 2482.727295
	Iteration 11Q: 3 clusters Score -240538.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -240593.968750 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -240594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -240677.531250 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -240677.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -240794.015625 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -240794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -240911.718750 Penalty: 2482.727295
	Iteration 15Q: 3 clusters Score -240911.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -240974.000000 Penalty: 2482.727295
	Iteration 16Q: 3 clusters Score -240974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -241004.953125 Penalty: 2482.727295
	Iteration 17Q: 3 clusters Score -241005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -241020.281250 Penalty: 2482.727295
	Iteration 18Q: 3 clusters Score -241020.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -241031.468750 Penalty: 2482.727295
	Iteration 19Q: 3 clusters Score -241031.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -241043.671875 Penalty: 2482.727295
	Iteration 20F: 3 clusters Score -241043.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -241047.718750 Penalty: 2482.727295
	Iteration 21Q: 3 clusters Score -241047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -241050.765625 Penalty: 2482.727295
	Iteration 22Q: 3 clusters Score -241050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -241053.718750 Penalty: 2482.727295
	Iteration 23Q: 3 clusters Score -241053.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -241053.718750 Penalty: 2482.727295
	Iteration 24F: 3 clusters Score -241053.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -3988.741211 Penalty: 718.061584
	Iteration 0F: 2 clusters Score -3988.741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3471.061768 Penalty: 1436.123169
	Iteration 0F: 3 clusters Score -3471.062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3523.472168 Penalty: 1436.123169
	Iteration 1F: 3 clusters Score -3523.472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3535.304443 Penalty: 1436.123169
	Iteration 2Q: 3 clusters Score -3535.304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3535.304443 Penalty: 1436.123169
	Iteration 3F: 3 clusters Score -3535.304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Entering Unmasked Estep 
Score: -1788504.500000 Penalty: 1560.825806
	Iteration 0F: 2 clusters Score -1788504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1778168.375000 Penalty: 3121.651611
	Iteration 0F: 3 clusters Score -1778168 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1781788.375000 Penalty: 3121.651611
	Iteration 1F: 3 clusters Score -1781788 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1782020.000000 Penalty: 3121.651611
	Iteration 2Q: 3 clusters Score -1782020 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1782210.375000 Penalty: 3121.651611
	Iteration 3Q: 3 clusters Score -1782210 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1782350.375000 Penalty: 3121.651611
	Iteration 4Q: 3 clusters Score -1782350 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1782496.250000 Penalty: 3121.651611
	Iteration 5Q: 3 clusters Score -1782496 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1782658.625000 Penalty: 3121.651611
	Iteration 6Q: 3 clusters Score -1782659 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1782825.875000 Penalty: 3121.651611
	Iteration 7Q: 3 clusters Score -1782826 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1783032.000000 Penalty: 3121.651611
	Iteration 8Q: 3 clusters Score -1783032 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1783338.625000 Penalty: 3121.651611
	Iteration 9Q: 3 clusters Score -1783339 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1783757.375000 Penalty: 3121.651611
	Iteration 10Q: 3 clusters Score -1783757 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1784301.125000 Penalty: 3121.651611
	Iteration 11F: 3 clusters Score -1784301 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1784960.375000 Penalty: 3121.651611
	Iteration 12F: 3 clusters Score -1784960 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1785608.000000 Penalty: 3121.651611
	Iteration 13Q: 3 clusters Score -1785608 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1786199.375000 Penalty: 3121.651611
	Iteration 14Q: 3 clusters Score -1786199 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1786632.000000 Penalty: 3121.651611
	Iteration 15Q: 3 clusters Score -1786632 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1786876.625000 Penalty: 3121.651611
	Iteration 16Q: 3 clusters Score -1786877 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1787007.625000 Penalty: 3121.651611
	Iteration 17Q: 3 clusters Score -1787008 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1787070.625000 Penalty: 3121.651611
	Iteration 18Q: 3 clusters Score -1787071 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1787121.250000 Penalty: 3121.651611
	Iteration 19Q: 3 clusters Score -1787121 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1787153.750000 Penalty: 3121.651611
	Iteration 20F: 3 clusters Score -1787154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1787172.750000 Penalty: 3121.651611
	Iteration 21Q: 3 clusters Score -1787173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1787186.875000 Penalty: 3121.651611
	Iteration 22Q: 3 clusters Score -1787187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1787193.000000 Penalty: 3121.651611
	Iteration 23Q: 3 clusters Score -1787193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1787197.750000 Penalty: 3121.651611
	Iteration 24Q: 3 clusters Score -1787198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1787200.875000 Penalty: 3121.651611
	Iteration 25Q: 3 clusters Score -1787201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1787201.625000 Penalty: 3121.651611
	Iteration 26Q: 3 clusters Score -1787202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1787209.500000 Penalty: 3121.651611
	Iteration 27Q: 3 clusters Score -1787210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1787206.000000 Penalty: 3121.651611
	Iteration 28Q: 3 clusters Score -1787206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1787212.000000 Penalty: 3121.651611
	Iteration 29Q: 3 clusters Score -1787212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1787216.750000 Penalty: 3121.651611
	Iteration 30Q: 3 clusters Score -1787217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1787217.875000 Penalty: 3121.651611
	Iteration 31Q: 3 clusters Score -1787218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1787218.500000 Penalty: 3121.651611
	Iteration 32Q: 3 clusters Score -1787218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1787216.250000 Penalty: 3121.651611
	Iteration 33Q: 3 clusters Score -1787216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1787217.125000 Penalty: 3121.651611
	Iteration 34Q: 3 clusters Score -1787217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1787216.750000 Penalty: 3121.651611
	Iteration 35Q: 3 clusters Score -1787217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1787218.750000 Penalty: 3121.651611
	Iteration 36Q: 3 clusters Score -1787219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1787218.750000 Penalty: 3121.651611
	Iteration 37F: 3 clusters Score -1787219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -22911.878906 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -22911.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22139.177734 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -22139.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22258.531250 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -22258.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22312.826172 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -22312.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22337.955078 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -22337.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22351.208984 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -22351.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22358.335938 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -22358.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22358.335938 Penalty: 1768.785767
	Iteration 6F: 3 clusters Score -22358.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -32968.179688 Penalty: 955.132019
	Iteration 0F: 2 clusters Score -32968.18 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 171 members 
Entering Unmasked Estep 
Score: -32076.917969 Penalty: 1910.264038
	Iteration 0F: 3 clusters Score -32076.92 nChanged 83
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: -32265.361328 Penalty: 1910.264038
	Iteration 1F: 3 clusters Score -32265.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32343.912109 Penalty: 1910.264038
	Iteration 2F: 3 clusters Score -32343.91 nChanged 19
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: -32392.171875 Penalty: 1910.264038
	Iteration 3F: 3 clusters Score -32392.17 nChanged 15
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: -32425.626953 Penalty: 1910.264038
	Iteration 4Q: 3 clusters Score -32425.63 nChanged 10
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: -32461.949219 Penalty: 1910.264038
	Iteration 5Q: 3 clusters Score -32461.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32474.156250 Penalty: 1910.264038
	Iteration 6Q: 3 clusters Score -32474.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32484.820312 Penalty: 1910.264038
	Iteration 7Q: 3 clusters Score -32484.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32491.166016 Penalty: 1910.264038
	Iteration 8Q: 3 clusters Score -32491.17 nChanged 2
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: -32494.333984 Penalty: 1910.264038
	Iteration 9Q: 3 clusters Score -32494.33 nChanged 2
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: -32511.855469 Penalty: 1910.264038
	Iteration 10Q: 3 clusters Score -32511.86 nChanged 8
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: -32560.082031 Penalty: 1910.264038
	Iteration 11Q: 3 clusters Score -32560.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32590.060547 Penalty: 1910.264038
	Iteration 12Q: 3 clusters Score -32590.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32631.716797 Penalty: 1910.264038
	Iteration 13Q: 3 clusters Score -32631.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32680.628906 Penalty: 1910.264038
	Iteration 14Q: 3 clusters Score -32680.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32708.076172 Penalty: 1910.264038
	Iteration 15Q: 3 clusters Score -32708.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32738.128906 Penalty: 1910.264038
	Iteration 16Q: 3 clusters Score -32738.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32749.761719 Penalty: 1910.264038
	Iteration 17Q: 3 clusters Score -32749.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32766.791016 Penalty: 1910.264038
	Iteration 18Q: 3 clusters Score -32766.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32769.398438 Penalty: 1910.264038
	Iteration 19Q: 3 clusters Score -32769.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32769.398438 Penalty: 1910.264038
	Iteration 20F: 3 clusters Score -32769.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (96111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Entering Unmasked Estep 
Score: -12036413.000000 Penalty: 1864.404541
	Iteration 0F: 2 clusters Score -1.203641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -11976179.000000 Penalty: 3728.809082
	Iteration 0F: 3 clusters Score -1.197618e+07 nChanged 45910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -12002561.000000 Penalty: 3728.809082
	Iteration 1F: 3 clusters Score -1.200256e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -12003186.000000 Penalty: 3728.809082
	Iteration 2Q: 3 clusters Score -1.200319e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -12004093.000000 Penalty: 3728.809082
	Iteration 3Q: 3 clusters Score -1.200409e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -12005243.000000 Penalty: 3728.809082
	Iteration 4Q: 3 clusters Score -1.200524e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -12007165.000000 Penalty: 3728.809082
	Iteration 5F: 3 clusters Score -1.200716e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -12010726.000000 Penalty: 3728.809082
	Iteration 6F: 3 clusters Score -1.201073e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -12015894.000000 Penalty: 3728.809082
	Iteration 7F: 3 clusters Score -1.201589e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81267 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -12022191.000000 Penalty: 3728.809082
	Iteration 8F: 3 clusters Score -1.202219e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -12030142.000000 Penalty: 3728.809082
	Iteration 9F: 3 clusters Score -1.203014e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90576 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -12033514.000000 Penalty: 3728.809082
	Iteration 10Q: 3 clusters Score -1.203351e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -12034668.000000 Penalty: 3728.809082
	Iteration 11Q: 3 clusters Score -1.203467e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -12034872.000000 Penalty: 3728.809082
	Iteration 12Q: 3 clusters Score -1.203487e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12034925.000000 Penalty: 3728.809082
	Iteration 13Q: 3 clusters Score -1.203492e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12034943.000000 Penalty: 3728.809082
	Iteration 14Q: 3 clusters Score -1.203494e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12034963.000000 Penalty: 3728.809082
	Iteration 15Q: 3 clusters Score -1.203496e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12034933.000000 Penalty: 3728.809082
	Iteration 16Q: 3 clusters Score -1.203493e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12034951.000000 Penalty: 3728.809082
	Iteration 17Q: 3 clusters Score -1.203495e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12034943.000000 Penalty: 3728.809082
	Iteration 18Q: 3 clusters Score -1.203494e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12034954.000000 Penalty: 3728.809082
	Iteration 19Q: 3 clusters Score -1.203495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12034959.000000 Penalty: 3728.809082
	Iteration 20F: 3 clusters Score -1.203496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95846 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12034964.000000 Penalty: 3728.809082
	Iteration 21Q: 3 clusters Score -1.203496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12034972.000000 Penalty: 3728.809082
	Iteration 22Q: 3 clusters Score -1.203497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95859 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -12034978.000000 Penalty: 3728.809082
	Iteration 23Q: 3 clusters Score -1.203498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12034975.000000 Penalty: 3728.809082
	Iteration 24Q: 3 clusters Score -1.203498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12034968.000000 Penalty: 3728.809082
	Iteration 25Q: 3 clusters Score -1.203497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12034984.000000 Penalty: 3728.809082
	Iteration 26Q: 3 clusters Score -1.203498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95877 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -12034991.000000 Penalty: 3728.809082
	Iteration 27Q: 3 clusters Score -1.203499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12034995.000000 Penalty: 3728.809082
	Iteration 28Q: 3 clusters Score -1.2035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12034982.000000 Penalty: 3728.809082
	Iteration 29Q: 3 clusters Score -1.203498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12034973.000000 Penalty: 3728.809082
	Iteration 30Q: 3 clusters Score -1.203497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12034967.000000 Penalty: 3728.809082
	Iteration 31Q: 3 clusters Score -1.203497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12034967.000000 Penalty: 3728.809082
	Iteration 32F: 3 clusters Score -1.203497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (90014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90014 members 
Entering Unmasked Estep 
Score: -11110840.000000 Penalty: 1853.754639
	Iteration 0F: 2 clusters Score -1.111084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -11051656.000000 Penalty: 3707.509277
	Iteration 0F: 3 clusters Score -1.105166e+07 nChanged 42765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -11076443.000000 Penalty: 3707.509277
	Iteration 1F: 3 clusters Score -1.107644e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -11077296.000000 Penalty: 3707.509277
	Iteration 2Q: 3 clusters Score -1.10773e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -11078483.000000 Penalty: 3707.509277
	Iteration 3Q: 3 clusters Score -1.107848e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -11080191.000000 Penalty: 3707.509277
	Iteration 4Q: 3 clusters Score -1.108019e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -11082956.000000 Penalty: 3707.509277
	Iteration 5F: 3 clusters Score -1.108296e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -11086963.000000 Penalty: 3707.509277
	Iteration 6F: 3 clusters Score -1.108696e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68098 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -11091686.000000 Penalty: 3707.509277
	Iteration 7F: 3 clusters Score -1.109169e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -11096069.000000 Penalty: 3707.509277
	Iteration 8F: 3 clusters Score -1.109607e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -11099651.000000 Penalty: 3707.509277
	Iteration 9Q: 3 clusters Score -1.109965e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -11102266.000000 Penalty: 3707.509277
	Iteration 10Q: 3 clusters Score -1.110227e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -11104189.000000 Penalty: 3707.509277
	Iteration 11Q: 3 clusters Score -1.110419e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -11105595.000000 Penalty: 3707.509277
	Iteration 12Q: 3 clusters Score -1.11056e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -11106685.000000 Penalty: 3707.509277
	Iteration 13Q: 3 clusters Score -1.110668e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -11107442.000000 Penalty: 3707.509277
	Iteration 14Q: 3 clusters Score -1.110744e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -11108054.000000 Penalty: 3707.509277
	Iteration 15Q: 3 clusters Score -1.110805e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -11108503.000000 Penalty: 3707.509277
	Iteration 16Q: 3 clusters Score -1.11085e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88238 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -11108783.000000 Penalty: 3707.509277
	Iteration 17Q: 3 clusters Score -1.110878e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11108937.000000 Penalty: 3707.509277
	Iteration 18Q: 3 clusters Score -1.110894e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11108998.000000 Penalty: 3707.509277
	Iteration 19Q: 3 clusters Score -1.1109e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11109090.000000 Penalty: 3707.509277
	Iteration 20F: 3 clusters Score -1.110909e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -11109171.000000 Penalty: 3707.509277
	Iteration 21Q: 3 clusters Score -1.110917e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11109201.000000 Penalty: 3707.509277
	Iteration 22Q: 3 clusters Score -1.11092e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11109226.000000 Penalty: 3707.509277
	Iteration 23Q: 3 clusters Score -1.110923e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11109252.000000 Penalty: 3707.509277
	Iteration 24Q: 3 clusters Score -1.110925e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11109250.000000 Penalty: 3707.509277
	Iteration 25Q: 3 clusters Score -1.110925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11109243.000000 Penalty: 3707.509277
	Iteration 26Q: 3 clusters Score -1.110924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11109275.000000 Penalty: 3707.509277
	Iteration 27Q: 3 clusters Score -1.110928e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11109269.000000 Penalty: 3707.509277
	Iteration 28Q: 3 clusters Score -1.110927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11109294.000000 Penalty: 3707.509277
	Iteration 29Q: 3 clusters Score -1.110929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11109287.000000 Penalty: 3707.509277
	Iteration 30Q: 3 clusters Score -1.110929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11109302.000000 Penalty: 3707.509277
	Iteration 31Q: 3 clusters Score -1.11093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -11109312.000000 Penalty: 3707.509277
	Iteration 32Q: 3 clusters Score -1.110931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -11109301.000000 Penalty: 3707.509277
	Iteration 33Q: 3 clusters Score -1.11093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11109321.000000 Penalty: 3707.509277
	Iteration 34Q: 3 clusters Score -1.110932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89444 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -11109321.000000 Penalty: 3707.509277
	Iteration 35Q: 3 clusters Score -1.110932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11109338.000000 Penalty: 3707.509277
	Iteration 36Q: 3 clusters Score -1.110934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89459 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11109324.000000 Penalty: 3707.509277
	Iteration 37Q: 3 clusters Score -1.110932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11109338.000000 Penalty: 3707.509277
	Iteration 38Q: 3 clusters Score -1.110934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11109352.000000 Penalty: 3707.509277
	Iteration 39Q: 3 clusters Score -1.110935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11109352.000000 Penalty: 3707.509277
	Iteration 40F: 3 clusters Score -1.110935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11109355.000000 Penalty: 3707.509277
	Iteration 41Q: 3 clusters Score -1.110936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11109355.000000 Penalty: 3707.509277
	Iteration 42Q: 3 clusters Score -1.110936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11109355.000000 Penalty: 3707.509277
	Iteration 43F: 3 clusters Score -1.110936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -157774.984375 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -157775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -156085.593750 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -156085.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -156482.875000 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -156482.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -156671.390625 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -156671.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -156844.546875 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -156844.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -156959.656250 Penalty: 2356.456543
	Iteration 4F: 3 clusters Score -156959.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -157114.468750 Penalty: 2356.456543
	Iteration 5F: 3 clusters Score -157114.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -157268.750000 Penalty: 2356.456543
	Iteration 6F: 3 clusters Score -157268.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -157388.828125 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -157388.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -157490.390625 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -157490.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -157578.281250 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -157578.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -157621.515625 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -157621.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -157642.875000 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -157642.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -157649.093750 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -157649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -157650.781250 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -157650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157651.562500 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -157651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157653.578125 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -157653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157653.578125 Penalty: 2356.456543
	Iteration 16F: 3 clusters Score -157653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -10930.336914 Penalty: 837.409912
	Iteration 0F: 2 clusters Score -10930.34 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 80 members 
Entering Unmasked Estep 
Score: -10397.191406 Penalty: 1674.819824
	Iteration 0F: 3 clusters Score -10397.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10514.479492 Penalty: 1674.819824
	Iteration 1F: 3 clusters Score -10514.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10541.940430 Penalty: 1674.819824
	Iteration 2Q: 3 clusters Score -10541.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10545.185547 Penalty: 1674.819824
	Iteration 3Q: 3 clusters Score -10545.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10545.185547 Penalty: 1674.819824
	Iteration 4F: 3 clusters Score -10545.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 39434 members 
Mstep: Class 3 contains 78993 members 
Mstep: Class 4 contains 65823 members 
Mstep: Class 5 contains 82755 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11836 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 27692 members 
Mstep: Class 13 contains 50229 members 
Mstep: Class 14 contains 4350 members 
Mstep: Class 15 contains 3190 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3293 members 
Mstep: Class 18 contains 8590 members 
Mstep: Class 19 contains 85119 members 
Mstep: Class 20 contains 83454 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10196 members 
Mstep: Class 23 contains 1684 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 7478 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 46301 members 
Mstep: Class 30 contains 3277 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14840 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96111 members 
Mstep: Class 37 contains 90014 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225048.000000 Penalty: 84243.031250
Iteration 199Q: 39 clusters Score -1.02225e+08 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 38940 members 
Mstep: Class 3 contains 78891 members 
Mstep: Class 4 contains 66891 members 
Mstep: Class 5 contains 82591 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11830 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 27595 members 
Mstep: Class 13 contains 50299 members 
Mstep: Class 14 contains 4354 members 
Mstep: Class 15 contains 3192 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 8565 members 
Mstep: Class 19 contains 84982 members 
Mstep: Class 20 contains 83259 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 1683 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 7490 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2649 members 
Mstep: Class 29 contains 46379 members 
Mstep: Class 30 contains 3280 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14754 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96127 members 
Mstep: Class 37 contains 90098 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225544.000000 Penalty: 84243.031250
Iteration 200F: 39 clusters Score -1.022255e+08 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 38451 members 
Mstep: Class 3 contains 78849 members 
Mstep: Class 4 contains 67913 members 
Mstep: Class 5 contains 82483 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11823 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 27498 members 
Mstep: Class 13 contains 50366 members 
Mstep: Class 14 contains 4354 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 8549 members 
Mstep: Class 19 contains 84835 members 
Mstep: Class 20 contains 83044 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10209 members 
Mstep: Class 23 contains 1684 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 7506 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2644 members 
Mstep: Class 29 contains 46447 members 
Mstep: Class 30 contains 3279 members 
Mstep: Class 31 contains 2079 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14668 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96152 members 
Mstep: Class 37 contains 90143 members 
Mstep: Class 38 contains 1411 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225816.000000 Penalty: 84243.031250
Iteration 201Q: 39 clusters Score -1.022258e+08 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 37994 members 
Mstep: Class 3 contains 78824 members 
Mstep: Class 4 contains 68901 members 
Mstep: Class 5 contains 82396 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11809 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 27420 members 
Mstep: Class 13 contains 50452 members 
Mstep: Class 14 contains 4354 members 
Mstep: Class 15 contains 3206 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 84686 members 
Mstep: Class 20 contains 82820 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10213 members 
Mstep: Class 23 contains 1683 members 
Mstep: Class 24 contains 1710 members 
Mstep: Class 25 contains 7526 members 
Mstep: Class 26 contains 1184 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2641 members 
Mstep: Class 29 contains 46508 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14571 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96137 members 
Mstep: Class 37 contains 90180 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226416.000000 Penalty: 84243.031250
Iteration 202Q: 39 clusters Score -1.022264e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 37577 members 
Mstep: Class 3 contains 78802 members 
Mstep: Class 4 contains 69901 members 
Mstep: Class 5 contains 82297 members 
Mstep: Class 6 contains 3825 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11798 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 27344 members 
Mstep: Class 13 contains 50528 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3424 members 
Mstep: Class 18 contains 8515 members 
Mstep: Class 19 contains 84536 members 
Mstep: Class 20 contains 82558 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10218 members 
Mstep: Class 23 contains 1683 members 
Mstep: Class 24 contains 1710 members 
Mstep: Class 25 contains 7544 members 
Mstep: Class 26 contains 1184 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2639 members 
Mstep: Class 29 contains 46589 members 
Mstep: Class 30 contains 3274 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14480 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96114 members 
Mstep: Class 37 contains 90189 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226880.000000 Penalty: 84243.031250
Iteration 203Q: 39 clusters Score -1.022269e+08 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 37216 members 
Mstep: Class 3 contains 78764 members 
Mstep: Class 4 contains 70917 members 
Mstep: Class 5 contains 82172 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11795 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 27280 members 
Mstep: Class 13 contains 50593 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3458 members 
Mstep: Class 18 contains 8496 members 
Mstep: Class 19 contains 84374 members 
Mstep: Class 20 contains 82288 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10233 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 1711 members 
Mstep: Class 25 contains 7553 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2636 members 
Mstep: Class 29 contains 46672 members 
Mstep: Class 30 contains 3272 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14376 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96089 members 
Mstep: Class 37 contains 90185 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227400.000000 Penalty: 84243.031250
Iteration 204Q: 39 clusters Score -1.022274e+08 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 36881 members 
Mstep: Class 3 contains 78708 members 
Mstep: Class 4 contains 71879 members 
Mstep: Class 5 contains 82081 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11793 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 27221 members 
Mstep: Class 13 contains 50682 members 
Mstep: Class 14 contains 4357 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 8481 members 
Mstep: Class 19 contains 84269 members 
Mstep: Class 20 contains 81982 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10237 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 7565 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2635 members 
Mstep: Class 29 contains 46730 members 
Mstep: Class 30 contains 3267 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14275 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96069 members 
Mstep: Class 37 contains 90152 members 
Mstep: Class 38 contains 1413 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227536.000000 Penalty: 84243.031250
Iteration 205Q: 39 clusters Score -1.022275e+08 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 36526 members 
Mstep: Class 3 contains 78665 members 
Mstep: Class 4 contains 72855 members 
Mstep: Class 5 contains 81906 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 27145 members 
Mstep: Class 13 contains 50767 members 
Mstep: Class 14 contains 4364 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3539 members 
Mstep: Class 18 contains 8452 members 
Mstep: Class 19 contains 84216 members 
Mstep: Class 20 contains 81669 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10239 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 7576 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2637 members 
Mstep: Class 29 contains 46788 members 
Mstep: Class 30 contains 3260 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14192 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96065 members 
Mstep: Class 37 contains 90186 members 
Mstep: Class 38 contains 1413 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227640.000000 Penalty: 84243.031250
Iteration 206Q: 39 clusters Score -1.022276e+08 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 36186 members 
Mstep: Class 3 contains 78645 members 
Mstep: Class 4 contains 73814 members 
Mstep: Class 5 contains 81692 members 
Mstep: Class 6 contains 3812 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11751 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 27083 members 
Mstep: Class 13 contains 50842 members 
Mstep: Class 14 contains 4368 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3577 members 
Mstep: Class 18 contains 8433 members 
Mstep: Class 19 contains 84165 members 
Mstep: Class 20 contains 81381 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10235 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 7589 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2640 members 
Mstep: Class 29 contains 46848 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14103 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96048 members 
Mstep: Class 37 contains 90194 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227952.000000 Penalty: 84243.031250
Iteration 207Q: 39 clusters Score -1.02228e+08 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 35843 members 
Mstep: Class 3 contains 78625 members 
Mstep: Class 4 contains 74792 members 
Mstep: Class 5 contains 81541 members 
Mstep: Class 6 contains 3814 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11728 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 27033 members 
Mstep: Class 13 contains 50918 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 3242 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 19 contains 84100 members 
Mstep: Class 20 contains 81016 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10230 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 1712 members 
Mstep: Class 25 contains 7607 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2636 members 
Mstep: Class 29 contains 46916 members 
Mstep: Class 30 contains 3264 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 14032 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96037 members 
Mstep: Class 37 contains 90190 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228776.000000 Penalty: 84243.031250
Iteration 208Q: 39 clusters Score -1.022288e+08 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 35548 members 
Mstep: Class 3 contains 78556 members 
Mstep: Class 4 contains 75764 members 
Mstep: Class 5 contains 81420 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11710 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 51008 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 3249 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 8393 members 
Mstep: Class 19 contains 84051 members 
Mstep: Class 20 contains 80627 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10237 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 7614 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2635 members 
Mstep: Class 29 contains 46970 members 
Mstep: Class 30 contains 3264 members 
Mstep: Class 31 contains 2077 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13951 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96024 members 
Mstep: Class 37 contains 90192 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229080.000000 Penalty: 84243.031250
Iteration 209Q: 39 clusters Score -1.022291e+08 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 35243 members 
Mstep: Class 3 contains 78554 members 
Mstep: Class 4 contains 76697 members 
Mstep: Class 5 contains 81286 members 
Mstep: Class 6 contains 3804 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11705 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 26889 members 
Mstep: Class 13 contains 51091 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 3256 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3670 members 
Mstep: Class 18 contains 8368 members 
Mstep: Class 19 contains 83981 members 
Mstep: Class 20 contains 80219 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10252 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7632 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2638 members 
Mstep: Class 29 contains 47015 members 
Mstep: Class 30 contains 3265 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13885 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 96013 members 
Mstep: Class 37 contains 90195 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229024.000000 Penalty: 84243.031250
Iteration 210Q: 39 clusters Score -1.02229e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 34970 members 
Mstep: Class 3 contains 78722 members 
Mstep: Class 4 contains 77715 members 
Mstep: Class 5 contains 81071 members 
Mstep: Class 6 contains 3797 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11703 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26820 members 
Mstep: Class 13 contains 51156 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 3262 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 8343 members 
Mstep: Class 19 contains 83743 members 
Mstep: Class 20 contains 79767 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10265 members 
Mstep: Class 23 contains 1676 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7650 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2640 members 
Mstep: Class 29 contains 47077 members 
Mstep: Class 30 contains 3265 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13825 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95988 members 
Mstep: Class 37 contains 90223 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229272.000000 Penalty: 84243.031250
Iteration 211Q: 39 clusters Score -1.022293e+08 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 34746 members 
Mstep: Class 3 contains 78996 members 
Mstep: Class 4 contains 78801 members 
Mstep: Class 5 contains 80831 members 
Mstep: Class 6 contains 3790 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11691 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26749 members 
Mstep: Class 13 contains 51220 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 3268 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 8329 members 
Mstep: Class 19 contains 83417 members 
Mstep: Class 20 contains 79267 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10265 members 
Mstep: Class 23 contains 1676 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2638 members 
Mstep: Class 29 contains 47124 members 
Mstep: Class 30 contains 3264 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13770 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95954 members 
Mstep: Class 37 contains 90227 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229480.000000 Penalty: 84243.031250
Iteration 212Q: 39 clusters Score -1.022295e+08 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 34557 members 
Mstep: Class 3 contains 79238 members 
Mstep: Class 4 contains 79715 members 
Mstep: Class 5 contains 80695 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11691 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 26691 members 
Mstep: Class 13 contains 51285 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 3279 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 19 contains 83042 members 
Mstep: Class 20 contains 78877 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10265 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2637 members 
Mstep: Class 29 contains 47158 members 
Mstep: Class 30 contains 3262 members 
Mstep: Class 31 contains 2075 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13719 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95909 members 
Mstep: Class 37 contains 90238 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229456.000000 Penalty: 84243.031250
Iteration 213Q: 39 clusters Score -1.022295e+08 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 34392 members 
Mstep: Class 3 contains 79472 members 
Mstep: Class 4 contains 80456 members 
Mstep: Class 5 contains 80638 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 11680 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26633 members 
Mstep: Class 13 contains 51333 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 8309 members 
Mstep: Class 19 contains 82635 members 
Mstep: Class 20 contains 78589 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10267 members 
Mstep: Class 23 contains 1671 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 7693 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2637 members 
Mstep: Class 29 contains 47185 members 
Mstep: Class 30 contains 3261 members 
Mstep: Class 31 contains 2074 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13653 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95886 members 
Mstep: Class 37 contains 90269 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229120.000000 Penalty: 84243.031250
Iteration 214Q: 39 clusters Score -1.022291e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 34236 members 
Mstep: Class 3 contains 79685 members 
Mstep: Class 4 contains 81150 members 
Mstep: Class 5 contains 80643 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11670 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26565 members 
Mstep: Class 13 contains 51385 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 8309 members 
Mstep: Class 19 contains 82172 members 
Mstep: Class 20 contains 78367 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10266 members 
Mstep: Class 23 contains 1669 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7700 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 47226 members 
Mstep: Class 30 contains 3258 members 
Mstep: Class 31 contains 2073 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13595 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95856 members 
Mstep: Class 37 contains 90298 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228968.000000 Penalty: 84243.031250
Iteration 215Q: 39 clusters Score -1.02229e+08 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 34081 members 
Mstep: Class 3 contains 79885 members 
Mstep: Class 4 contains 81769 members 
Mstep: Class 5 contains 80727 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11648 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26495 members 
Mstep: Class 13 contains 51430 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 8296 members 
Mstep: Class 19 contains 81690 members 
Mstep: Class 20 contains 78173 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10267 members 
Mstep: Class 23 contains 1665 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7712 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2629 members 
Mstep: Class 29 contains 47249 members 
Mstep: Class 30 contains 3261 members 
Mstep: Class 31 contains 2072 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13542 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95855 members 
Mstep: Class 37 contains 90303 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229616.000000 Penalty: 84243.031250
Iteration 216Q: 39 clusters Score -1.022296e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 33921 members 
Mstep: Class 3 contains 80120 members 
Mstep: Class 4 contains 82346 members 
Mstep: Class 5 contains 80816 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11639 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26424 members 
Mstep: Class 13 contains 51477 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 15 contains 3315 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 8296 members 
Mstep: Class 19 contains 81234 members 
Mstep: Class 20 contains 77970 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10281 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7722 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 47257 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 2071 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13479 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95875 members 
Mstep: Class 37 contains 90291 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230440.000000 Penalty: 84243.031250
Iteration 217Q: 39 clusters Score -1.022304e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 33761 members 
Mstep: Class 3 contains 80305 members 
Mstep: Class 4 contains 83029 members 
Mstep: Class 5 contains 80941 members 
Mstep: Class 6 contains 3759 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11627 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26376 members 
Mstep: Class 13 contains 51530 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 15 contains 3321 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 8287 members 
Mstep: Class 19 contains 80700 members 
Mstep: Class 20 contains 77766 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10286 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7738 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 47275 members 
Mstep: Class 30 contains 3258 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13432 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95851 members 
Mstep: Class 37 contains 90267 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230968.000000 Penalty: 84243.031250
Iteration 218Q: 39 clusters Score -1.02231e+08 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 33623 members 
Mstep: Class 3 contains 80476 members 
Mstep: Class 4 contains 83780 members 
Mstep: Class 5 contains 81049 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11607 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26336 members 
Mstep: Class 13 contains 51567 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 3330 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 8284 members 
Mstep: Class 19 contains 80138 members 
Mstep: Class 20 contains 77509 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10296 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7754 members 
Mstep: Class 26 contains 1187 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2622 members 
Mstep: Class 29 contains 47322 members 
Mstep: Class 30 contains 3260 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13384 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95809 members 
Mstep: Class 37 contains 90268 members 
Mstep: Class 38 contains 1413 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231544.000000 Penalty: 84243.031250
Iteration 219Q: 39 clusters Score -1.022315e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 33531 members 
Mstep: Class 3 contains 80645 members 
Mstep: Class 4 contains 84518 members 
Mstep: Class 5 contains 81105 members 
Mstep: Class 6 contains 3753 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26300 members 
Mstep: Class 13 contains 51604 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 3336 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 8268 members 
Mstep: Class 19 contains 79613 members 
Mstep: Class 20 contains 77273 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10299 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7769 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 47368 members 
Mstep: Class 30 contains 3258 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13329 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95752 members 
Mstep: Class 37 contains 90263 members 
Mstep: Class 38 contains 1415 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232064.000000 Penalty: 84243.031250
Iteration 220F: 39 clusters Score -1.022321e+08 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 33429 members 
Mstep: Class 3 contains 80842 members 
Mstep: Class 4 contains 85272 members 
Mstep: Class 5 contains 81169 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26259 members 
Mstep: Class 13 contains 51643 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 15 contains 3346 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 79085 members 
Mstep: Class 20 contains 76981 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10309 members 
Mstep: Class 23 contains 1663 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7779 members 
Mstep: Class 26 contains 1184 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 47414 members 
Mstep: Class 30 contains 3254 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13274 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95683 members 
Mstep: Class 37 contains 90292 members 
Mstep: Class 38 contains 1417 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232688.000000 Penalty: 84243.031250
Iteration 221Q: 39 clusters Score -1.022327e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 33330 members 
Mstep: Class 3 contains 81074 members 
Mstep: Class 4 contains 86064 members 
Mstep: Class 5 contains 81229 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11537 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26217 members 
Mstep: Class 13 contains 51674 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 3989 members 
Mstep: Class 18 contains 8244 members 
Mstep: Class 19 contains 78534 members 
Mstep: Class 20 contains 76619 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10312 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7792 members 
Mstep: Class 26 contains 1181 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 47473 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13225 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95610 members 
Mstep: Class 37 contains 90323 members 
Mstep: Class 38 contains 1421 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233592.000000 Penalty: 84243.031250
Iteration 222Q: 39 clusters Score -1.022336e+08 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 33250 members 
Mstep: Class 3 contains 81251 members 
Mstep: Class 4 contains 86759 members 
Mstep: Class 5 contains 81324 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11529 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 26186 members 
Mstep: Class 13 contains 51700 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 15 contains 3369 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4004 members 
Mstep: Class 18 contains 8226 members 
Mstep: Class 19 contains 78039 members 
Mstep: Class 20 contains 76310 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10308 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 1178 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2620 members 
Mstep: Class 29 contains 47533 members 
Mstep: Class 30 contains 3265 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13171 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95549 members 
Mstep: Class 37 contains 90342 members 
Mstep: Class 38 contains 1424 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234088.000000 Penalty: 84243.031250
Iteration 223Q: 39 clusters Score -1.022341e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 33176 members 
Mstep: Class 3 contains 81450 members 
Mstep: Class 4 contains 87475 members 
Mstep: Class 5 contains 81443 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11521 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 26157 members 
Mstep: Class 13 contains 51737 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 3384 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4028 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 77493 members 
Mstep: Class 20 contains 75997 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10308 members 
Mstep: Class 23 contains 1661 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7812 members 
Mstep: Class 26 contains 1176 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2620 members 
Mstep: Class 29 contains 47580 members 
Mstep: Class 30 contains 3262 members 
Mstep: Class 31 contains 2069 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13106 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95484 members 
Mstep: Class 37 contains 90337 members 
Mstep: Class 38 contains 1427 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234280.000000 Penalty: 84243.031250
Iteration 224Q: 39 clusters Score -1.022343e+08 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 81665 members 
Mstep: Class 4 contains 88106 members 
Mstep: Class 5 contains 81569 members 
Mstep: Class 6 contains 3747 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 11517 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 26133 members 
Mstep: Class 13 contains 51772 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 3397 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4042 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 77035 members 
Mstep: Class 20 contains 75651 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10307 members 
Mstep: Class 23 contains 1663 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7817 members 
Mstep: Class 26 contains 1175 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2619 members 
Mstep: Class 29 contains 47596 members 
Mstep: Class 30 contains 3261 members 
Mstep: Class 31 contains 2068 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 13048 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95453 members 
Mstep: Class 37 contains 90309 members 
Mstep: Class 38 contains 1430 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234064.000000 Penalty: 84243.031250
Iteration 225Q: 39 clusters Score -1.022341e+08 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 33031 members 
Mstep: Class 3 contains 81831 members 
Mstep: Class 4 contains 88627 members 
Mstep: Class 5 contains 81683 members 
Mstep: Class 6 contains 3746 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11497 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 26110 members 
Mstep: Class 13 contains 51803 members 
Mstep: Class 14 contains 4386 members 
Mstep: Class 15 contains 3410 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4069 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 76673 members 
Mstep: Class 20 contains 75376 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10303 members 
Mstep: Class 23 contains 1661 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 1175 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 47619 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 2068 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12985 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95409 members 
Mstep: Class 37 contains 90308 members 
Mstep: Class 38 contains 1435 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234664.000000 Penalty: 84243.031250
Iteration 226Q: 39 clusters Score -1.022347e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 32967 members 
Mstep: Class 3 contains 82007 members 
Mstep: Class 4 contains 88921 members 
Mstep: Class 5 contains 81785 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11478 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 26080 members 
Mstep: Class 13 contains 51827 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 15 contains 3422 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 8199 members 
Mstep: Class 19 contains 76463 members 
Mstep: Class 20 contains 75120 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10307 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7830 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 47652 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 2066 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12930 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95390 members 
Mstep: Class 37 contains 90312 members 
Mstep: Class 38 contains 1439 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234864.000000 Penalty: 84243.031250
Iteration 227Q: 39 clusters Score -1.022349e+08 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 32912 members 
Mstep: Class 3 contains 82214 members 
Mstep: Class 4 contains 89077 members 
Mstep: Class 5 contains 81852 members 
Mstep: Class 6 contains 3739 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11442 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 26046 members 
Mstep: Class 13 contains 51850 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 3448 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4143 members 
Mstep: Class 18 contains 8199 members 
Mstep: Class 19 contains 76351 members 
Mstep: Class 20 contains 74904 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10301 members 
Mstep: Class 23 contains 1659 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7836 members 
Mstep: Class 26 contains 1185 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2617 members 
Mstep: Class 29 contains 47677 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 2068 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12869 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95381 members 
Mstep: Class 37 contains 90316 members 
Mstep: Class 38 contains 1443 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235344.000000 Penalty: 84243.031250
Iteration 228Q: 39 clusters Score -1.022353e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 32867 members 
Mstep: Class 3 contains 82437 members 
Mstep: Class 4 contains 89198 members 
Mstep: Class 5 contains 81969 members 
Mstep: Class 6 contains 3739 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11413 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 26011 members 
Mstep: Class 13 contains 51881 members 
Mstep: Class 14 contains 4394 members 
Mstep: Class 15 contains 3464 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4169 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 76166 members 
Mstep: Class 20 contains 74771 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10302 members 
Mstep: Class 23 contains 1660 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 7846 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2614 members 
Mstep: Class 29 contains 47690 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 2068 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12816 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95357 members 
Mstep: Class 37 contains 90307 members 
Mstep: Class 38 contains 1446 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235360.000000 Penalty: 84243.031250
Iteration 229Q: 39 clusters Score -1.022354e+08 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 32815 members 
Mstep: Class 3 contains 82632 members 
Mstep: Class 4 contains 89390 members 
Mstep: Class 5 contains 82031 members 
Mstep: Class 6 contains 3739 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11373 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 25971 members 
Mstep: Class 13 contains 51902 members 
Mstep: Class 14 contains 4394 members 
Mstep: Class 15 contains 3493 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 8185 members 
Mstep: Class 19 contains 76032 members 
Mstep: Class 20 contains 74628 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10303 members 
Mstep: Class 23 contains 1661 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 7854 members 
Mstep: Class 26 contains 1189 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 47718 members 
Mstep: Class 30 contains 3255 members 
Mstep: Class 31 contains 2066 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12773 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95339 members 
Mstep: Class 37 contains 90283 members 
Mstep: Class 38 contains 1448 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235976.000000 Penalty: 84243.031250
Iteration 230Q: 39 clusters Score -1.02236e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 32757 members 
Mstep: Class 3 contains 82825 members 
Mstep: Class 4 contains 89572 members 
Mstep: Class 5 contains 82099 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11339 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 25938 members 
Mstep: Class 13 contains 51922 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 3514 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4206 members 
Mstep: Class 18 contains 8185 members 
Mstep: Class 19 contains 75934 members 
Mstep: Class 20 contains 74460 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 1659 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 1191 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2607 members 
Mstep: Class 29 contains 47756 members 
Mstep: Class 30 contains 3248 members 
Mstep: Class 31 contains 2068 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12725 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95304 members 
Mstep: Class 37 contains 90256 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236376.000000 Penalty: 84243.031250
Iteration 231Q: 39 clusters Score -1.022364e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 32702 members 
Mstep: Class 3 contains 83016 members 
Mstep: Class 4 contains 89701 members 
Mstep: Class 5 contains 82156 members 
Mstep: Class 6 contains 3735 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11314 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 25909 members 
Mstep: Class 13 contains 51936 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 3536 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 8173 members 
Mstep: Class 19 contains 75849 members 
Mstep: Class 20 contains 74300 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 1661 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 7869 members 
Mstep: Class 26 contains 1197 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 47787 members 
Mstep: Class 30 contains 3249 members 
Mstep: Class 31 contains 2068 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12689 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95297 members 
Mstep: Class 37 contains 90250 members 
Mstep: Class 38 contains 1451 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236776.000000 Penalty: 84243.031250
Iteration 232Q: 39 clusters Score -1.022368e+08 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 32638 members 
Mstep: Class 3 contains 83213 members 
Mstep: Class 4 contains 89857 members 
Mstep: Class 5 contains 82156 members 
Mstep: Class 6 contains 3726 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11290 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 25865 members 
Mstep: Class 13 contains 51954 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 8162 members 
Mstep: Class 19 contains 75778 members 
Mstep: Class 20 contains 74157 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10308 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 7876 members 
Mstep: Class 26 contains 1200 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2601 members 
Mstep: Class 29 contains 47822 members 
Mstep: Class 30 contains 3247 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12662 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95274 members 
Mstep: Class 37 contains 90226 members 
Mstep: Class 38 contains 1451 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236800.000000 Penalty: 84243.031250
Iteration 233Q: 39 clusters Score -1.022368e+08 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 32548 members 
Mstep: Class 3 contains 83419 members 
Mstep: Class 4 contains 89983 members 
Mstep: Class 5 contains 82158 members 
Mstep: Class 6 contains 3723 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11272 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 25826 members 
Mstep: Class 13 contains 51967 members 
Mstep: Class 14 contains 4416 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 8152 members 
Mstep: Class 19 contains 75774 members 
Mstep: Class 20 contains 73958 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10318 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 47850 members 
Mstep: Class 30 contains 3246 members 
Mstep: Class 31 contains 2072 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12630 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95261 members 
Mstep: Class 37 contains 90204 members 
Mstep: Class 38 contains 1452 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237120.000000 Penalty: 84243.031250
Iteration 234Q: 39 clusters Score -1.022371e+08 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 32452 members 
Mstep: Class 3 contains 83629 members 
Mstep: Class 4 contains 90092 members 
Mstep: Class 5 contains 82157 members 
Mstep: Class 6 contains 3726 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 25786 members 
Mstep: Class 13 contains 51975 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 3592 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 18 contains 8147 members 
Mstep: Class 19 contains 75798 members 
Mstep: Class 20 contains 73764 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10327 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 1204 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 47872 members 
Mstep: Class 30 contains 3245 members 
Mstep: Class 31 contains 2075 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12604 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95245 members 
Mstep: Class 37 contains 90209 members 
Mstep: Class 38 contains 1457 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237120.000000 Penalty: 84243.031250
Iteration 235Q: 39 clusters Score -1.022371e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 32356 members 
Mstep: Class 3 contains 83838 members 
Mstep: Class 4 contains 90237 members 
Mstep: Class 5 contains 82076 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11221 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 25734 members 
Mstep: Class 13 contains 51978 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 3604 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 8142 members 
Mstep: Class 19 contains 75837 members 
Mstep: Class 20 contains 73573 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10347 members 
Mstep: Class 23 contains 1661 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 7899 members 
Mstep: Class 26 contains 1212 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 47898 members 
Mstep: Class 30 contains 3245 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12575 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95227 members 
Mstep: Class 37 contains 90243 members 
Mstep: Class 38 contains 1461 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237544.000000 Penalty: 84243.031250
Iteration 236Q: 39 clusters Score -1.022375e+08 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 32258 members 
Mstep: Class 3 contains 84023 members 
Mstep: Class 4 contains 90435 members 
Mstep: Class 5 contains 81997 members 
Mstep: Class 6 contains 3721 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 25684 members 
Mstep: Class 13 contains 51977 members 
Mstep: Class 14 contains 4428 members 
Mstep: Class 15 contains 3621 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 8140 members 
Mstep: Class 19 contains 75891 members 
Mstep: Class 20 contains 73347 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10357 members 
Mstep: Class 23 contains 1656 members 
Mstep: Class 24 contains 1714 members 
Mstep: Class 25 contains 7905 members 
Mstep: Class 26 contains 1215 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 47921 members 
Mstep: Class 30 contains 3246 members 
Mstep: Class 31 contains 2079 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12534 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95224 members 
Mstep: Class 37 contains 90291 members 
Mstep: Class 38 contains 1462 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238160.000000 Penalty: 84243.031250
Iteration 237Q: 39 clusters Score -1.022382e+08 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 32152 members 
Mstep: Class 3 contains 84163 members 
Mstep: Class 4 contains 90686 members 
Mstep: Class 5 contains 81928 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 25628 members 
Mstep: Class 13 contains 51981 members 
Mstep: Class 14 contains 4433 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4335 members 
Mstep: Class 18 contains 8138 members 
Mstep: Class 19 contains 75910 members 
Mstep: Class 20 contains 73153 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7921 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 47961 members 
Mstep: Class 30 contains 3243 members 
Mstep: Class 31 contains 2079 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95191 members 
Mstep: Class 37 contains 90331 members 
Mstep: Class 38 contains 1463 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238416.000000 Penalty: 84243.031250
Iteration 238Q: 39 clusters Score -1.022384e+08 nChanged 3227
Entering ConstructFrom: 
Score: -102238416.000000 Penalty: 84243.031250
Entering ConstructFrom: 
Trying to split cluster 1 (6934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Entering Unmasked Estep 
Score: -843956.000000 Penalty: 1437.181274
	Iteration 0F: 2 clusters Score -843956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -838777.500000 Penalty: 2874.362549
	Iteration 0F: 3 clusters Score -838777.5 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -840300.750000 Penalty: 2874.362549
	Iteration 1F: 3 clusters Score -840300.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -840541.250000 Penalty: 2874.362549
	Iteration 2F: 3 clusters Score -840541.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -840718.187500 Penalty: 2874.362549
	Iteration 3F: 3 clusters Score -840718.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -840859.000000 Penalty: 2874.362549
	Iteration 4Q: 3 clusters Score -840859 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -841007.562500 Penalty: 2874.362549
	Iteration 5Q: 3 clusters Score -841007.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -841144.687500 Penalty: 2874.362549
	Iteration 6Q: 3 clusters Score -841144.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -841268.500000 Penalty: 2874.362549
	Iteration 7Q: 3 clusters Score -841268.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -841362.125000 Penalty: 2874.362549
	Iteration 8Q: 3 clusters Score -841362.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -841449.187500 Penalty: 2874.362549
	Iteration 9Q: 3 clusters Score -841449.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -841531.562500 Penalty: 2874.362549
	Iteration 10Q: 3 clusters Score -841531.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -841607.937500 Penalty: 2874.362549
	Iteration 11Q: 3 clusters Score -841607.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -841693.937500 Penalty: 2874.362549
	Iteration 12Q: 3 clusters Score -841693.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -841792.500000 Penalty: 2874.362549
	Iteration 13Q: 3 clusters Score -841792.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -841923.000000 Penalty: 2874.362549
	Iteration 14Q: 3 clusters Score -841923 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -842076.937500 Penalty: 2874.362549
	Iteration 15Q: 3 clusters Score -842076.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -842240.062500 Penalty: 2874.362549
	Iteration 16Q: 3 clusters Score -842240.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -842401.875000 Penalty: 2874.362549
	Iteration 17Q: 3 clusters Score -842401.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -842526.125000 Penalty: 2874.362549
	Iteration 18Q: 3 clusters Score -842526.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -842622.500000 Penalty: 2874.362549
	Iteration 19Q: 3 clusters Score -842622.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -842692.375000 Penalty: 2874.362549
	Iteration 20F: 3 clusters Score -842692.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -842751.750000 Penalty: 2874.362549
	Iteration 21Q: 3 clusters Score -842751.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -842802.937500 Penalty: 2874.362549
	Iteration 22Q: 3 clusters Score -842802.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -842855.562500 Penalty: 2874.362549
	Iteration 23Q: 3 clusters Score -842855.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -842905.375000 Penalty: 2874.362549
	Iteration 24Q: 3 clusters Score -842905.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -842945.750000 Penalty: 2874.362549
	Iteration 25Q: 3 clusters Score -842945.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -842978.875000 Penalty: 2874.362549
	Iteration 26Q: 3 clusters Score -842978.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -843017.062500 Penalty: 2874.362549
	Iteration 27Q: 3 clusters Score -843017.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -843063.250000 Penalty: 2874.362549
	Iteration 28Q: 3 clusters Score -843063.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -843100.687500 Penalty: 2874.362549
	Iteration 29Q: 3 clusters Score -843100.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -843128.687500 Penalty: 2874.362549
	Iteration 30Q: 3 clusters Score -843128.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -843151.125000 Penalty: 2874.362549
	Iteration 31Q: 3 clusters Score -843151.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -843178.437500 Penalty: 2874.362549
	Iteration 32Q: 3 clusters Score -843178.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -843201.375000 Penalty: 2874.362549
	Iteration 33Q: 3 clusters Score -843201.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -843216.750000 Penalty: 2874.362549
	Iteration 34Q: 3 clusters Score -843216.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -843228.375000 Penalty: 2874.362549
	Iteration 35Q: 3 clusters Score -843228.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -843237.687500 Penalty: 2874.362549
	Iteration 36Q: 3 clusters Score -843237.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -843244.687500 Penalty: 2874.362549
	Iteration 37Q: 3 clusters Score -843244.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -843250.812500 Penalty: 2874.362549
	Iteration 38Q: 3 clusters Score -843250.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -843253.437500 Penalty: 2874.362549
	Iteration 39Q: 3 clusters Score -843253.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -843258.312500 Penalty: 2874.362549
	Iteration 40F: 3 clusters Score -843258.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -843259.437500 Penalty: 2874.362549
	Iteration 41Q: 3 clusters Score -843259.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -843264.062500 Penalty: 2874.362549
	Iteration 42Q: 3 clusters Score -843264.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -843262.687500 Penalty: 2874.362549
	Iteration 43Q: 3 clusters Score -843262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -843266.062500 Penalty: 2874.362549
	Iteration 44Q: 3 clusters Score -843266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -843265.812500 Penalty: 2874.362549
	Iteration 45Q: 3 clusters Score -843265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -843267.437500 Penalty: 2874.362549
	Iteration 46Q: 3 clusters Score -843267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -843267.250000 Penalty: 2874.362549
	Iteration 47Q: 3 clusters Score -843267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -843266.437500 Penalty: 2874.362549
	Iteration 48Q: 3 clusters Score -843266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -843265.562500 Penalty: 2874.362549
	Iteration 49Q: 3 clusters Score -843265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -843267.437500 Penalty: 2874.362549
	Iteration 50Q: 3 clusters Score -843267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -843267.125000 Penalty: 2874.362549
	Iteration 51Q: 3 clusters Score -843267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -843267.125000 Penalty: 2874.362549
	Iteration 52F: 3 clusters Score -843267.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Entering Unmasked Estep 
Score: -3915187.750000 Penalty: 1685.900513
	Iteration 0F: 2 clusters Score -3915188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3893585.500000 Penalty: 3371.801025
	Iteration 0F: 3 clusters Score -3893586 nChanged 14780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3901711.000000 Penalty: 3371.801025
	Iteration 1F: 3 clusters Score -3901711 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3902107.750000 Penalty: 3371.801025
	Iteration 2Q: 3 clusters Score -3902108 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3902613.500000 Penalty: 3371.801025
	Iteration 3Q: 3 clusters Score -3902614 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3903238.250000 Penalty: 3371.801025
	Iteration 4Q: 3 clusters Score -3903238 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3904169.000000 Penalty: 3371.801025
	Iteration 5F: 3 clusters Score -3904169 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3905563.750000 Penalty: 3371.801025
	Iteration 6F: 3 clusters Score -3905564 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3907549.250000 Penalty: 3371.801025
	Iteration 7F: 3 clusters Score -3907549 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -3909775.250000 Penalty: 3371.801025
	Iteration 8F: 3 clusters Score -3909775 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3911467.000000 Penalty: 3371.801025
	Iteration 9F: 3 clusters Score -3911467 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3912588.500000 Penalty: 3371.801025
	Iteration 10Q: 3 clusters Score -3912588 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3913140.500000 Penalty: 3371.801025
	Iteration 11Q: 3 clusters Score -3913140 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3913407.500000 Penalty: 3371.801025
	Iteration 12Q: 3 clusters Score -3913408 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3913549.250000 Penalty: 3371.801025
	Iteration 13Q: 3 clusters Score -3913549 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3913629.750000 Penalty: 3371.801025
	Iteration 14Q: 3 clusters Score -3913630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3913664.250000 Penalty: 3371.801025
	Iteration 15Q: 3 clusters Score -3913664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3913691.500000 Penalty: 3371.801025
	Iteration 16Q: 3 clusters Score -3913692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3913702.250000 Penalty: 3371.801025
	Iteration 17Q: 3 clusters Score -3913702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3913705.500000 Penalty: 3371.801025
	Iteration 18Q: 3 clusters Score -3913706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3913710.750000 Penalty: 3371.801025
	Iteration 19Q: 3 clusters Score -3913711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3913717.000000 Penalty: 3371.801025
	Iteration 20F: 3 clusters Score -3913717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3913729.000000 Penalty: 3371.801025
	Iteration 21Q: 3 clusters Score -3913729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3913737.500000 Penalty: 3371.801025
	Iteration 22Q: 3 clusters Score -3913738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3913754.250000 Penalty: 3371.801025
	Iteration 23Q: 3 clusters Score -3913754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3913763.750000 Penalty: 3371.801025
	Iteration 24Q: 3 clusters Score -3913764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3913769.000000 Penalty: 3371.801025
	Iteration 25Q: 3 clusters Score -3913769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3913776.250000 Penalty: 3371.801025
	Iteration 26Q: 3 clusters Score -3913776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3913776.250000 Penalty: 3371.801025
	Iteration 27Q: 3 clusters Score -3913776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3913778.750000 Penalty: 3371.801025
	Iteration 28Q: 3 clusters Score -3913779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3913779.250000 Penalty: 3371.801025
	Iteration 29Q: 3 clusters Score -3913779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3913779.250000 Penalty: 3371.801025
	Iteration 30F: 3 clusters Score -3913779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Entering Unmasked Estep 
Score: -10525351.000000 Penalty: 1843.070312
	Iteration 0F: 2 clusters Score -1.052535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -10469666.000000 Penalty: 3686.140625
	Iteration 0F: 3 clusters Score -1.046967e+07 nChanged 40103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -10492650.000000 Penalty: 3686.140625
	Iteration 1F: 3 clusters Score -1.049265e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -10493459.000000 Penalty: 3686.140625
	Iteration 2Q: 3 clusters Score -1.049346e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -10494543.000000 Penalty: 3686.140625
	Iteration 3Q: 3 clusters Score -1.049454e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -10496032.000000 Penalty: 3686.140625
	Iteration 4Q: 3 clusters Score -1.049603e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -10498445.000000 Penalty: 3686.140625
	Iteration 5Q: 3 clusters Score -1.049844e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -10501838.000000 Penalty: 3686.140625
	Iteration 6F: 3 clusters Score -1.050184e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -10505963.000000 Penalty: 3686.140625
	Iteration 7F: 3 clusters Score -1.050596e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -10510347.000000 Penalty: 3686.140625
	Iteration 8F: 3 clusters Score -1.051035e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -10513768.000000 Penalty: 3686.140625
	Iteration 9F: 3 clusters Score -1.051377e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -10515206.000000 Penalty: 3686.140625
	Iteration 10Q: 3 clusters Score -1.051521e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -10515806.000000 Penalty: 3686.140625
	Iteration 11Q: 3 clusters Score -1.051581e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -10516157.000000 Penalty: 3686.140625
	Iteration 12Q: 3 clusters Score -1.051616e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -10516476.000000 Penalty: 3686.140625
	Iteration 13Q: 3 clusters Score -1.051648e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -10516698.000000 Penalty: 3686.140625
	Iteration 14Q: 3 clusters Score -1.05167e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -10516835.000000 Penalty: 3686.140625
	Iteration 15Q: 3 clusters Score -1.051684e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -10516911.000000 Penalty: 3686.140625
	Iteration 16Q: 3 clusters Score -1.051691e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -10516973.000000 Penalty: 3686.140625
	Iteration 17Q: 3 clusters Score -1.051697e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -10516994.000000 Penalty: 3686.140625
	Iteration 18Q: 3 clusters Score -1.051699e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -10516931.000000 Penalty: 3686.140625
	Iteration 19Q: 3 clusters Score -1.051693e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -10516991.000000 Penalty: 3686.140625
	Iteration 20F: 3 clusters Score -1.051699e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -10517076.000000 Penalty: 3686.140625
	Iteration 21Q: 3 clusters Score -1.051708e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -10517055.000000 Penalty: 3686.140625
	Iteration 22Q: 3 clusters Score -1.051706e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -10517052.000000 Penalty: 3686.140625
	Iteration 23Q: 3 clusters Score -1.051705e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -10517114.000000 Penalty: 3686.140625
	Iteration 24Q: 3 clusters Score -1.051711e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -10517119.000000 Penalty: 3686.140625
	Iteration 25Q: 3 clusters Score -1.051712e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -10517132.000000 Penalty: 3686.140625
	Iteration 26Q: 3 clusters Score -1.051713e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -10517171.000000 Penalty: 3686.140625
	Iteration 27Q: 3 clusters Score -1.051717e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -10517176.000000 Penalty: 3686.140625
	Iteration 28Q: 3 clusters Score -1.051718e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -10517128.000000 Penalty: 3686.140625
	Iteration 29Q: 3 clusters Score -1.051713e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -10517159.000000 Penalty: 3686.140625
	Iteration 30Q: 3 clusters Score -1.051716e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -10517195.000000 Penalty: 3686.140625
	Iteration 31Q: 3 clusters Score -1.05172e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -10517202.000000 Penalty: 3686.140625
	Iteration 32Q: 3 clusters Score -1.05172e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -10517223.000000 Penalty: 3686.140625
	Iteration 33Q: 3 clusters Score -1.051722e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -10517260.000000 Penalty: 3686.140625
	Iteration 34Q: 3 clusters Score -1.051726e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -10517342.000000 Penalty: 3686.140625
	Iteration 35Q: 3 clusters Score -1.051734e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -10517353.000000 Penalty: 3686.140625
	Iteration 36Q: 3 clusters Score -1.051735e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -10517355.000000 Penalty: 3686.140625
	Iteration 37Q: 3 clusters Score -1.051736e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -10517316.000000 Penalty: 3686.140625
	Iteration 38Q: 3 clusters Score -1.051732e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -10517309.000000 Penalty: 3686.140625
	Iteration 39Q: 3 clusters Score -1.051731e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -10517290.000000 Penalty: 3686.140625
	Iteration 40F: 3 clusters Score -1.051729e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -10517285.000000 Penalty: 3686.140625
	Iteration 41Q: 3 clusters Score -1.051728e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -10517330.000000 Penalty: 3686.140625
	Iteration 42Q: 3 clusters Score -1.051733e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -10517346.000000 Penalty: 3686.140625
	Iteration 43Q: 3 clusters Score -1.051735e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -10517386.000000 Penalty: 3686.140625
	Iteration 44Q: 3 clusters Score -1.051739e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -10517409.000000 Penalty: 3686.140625
	Iteration 45Q: 3 clusters Score -1.051741e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -10517516.000000 Penalty: 3686.140625
	Iteration 46Q: 3 clusters Score -1.051752e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -10517539.000000 Penalty: 3686.140625
	Iteration 47Q: 3 clusters Score -1.051754e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -10517689.000000 Penalty: 3686.140625
	Iteration 48Q: 3 clusters Score -1.051769e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -10517756.000000 Penalty: 3686.140625
	Iteration 49Q: 3 clusters Score -1.051776e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -10517846.000000 Penalty: 3686.140625
	Iteration 50Q: 3 clusters Score -1.051785e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -10517918.000000 Penalty: 3686.140625
	Iteration 51Q: 3 clusters Score -1.051792e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -10518066.000000 Penalty: 3686.140625
	Iteration 52Q: 3 clusters Score -1.051807e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -10518274.000000 Penalty: 3686.140625
	Iteration 53Q: 3 clusters Score -1.051827e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -10518532.000000 Penalty: 3686.140625
	Iteration 54Q: 3 clusters Score -1.051853e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -10518778.000000 Penalty: 3686.140625
	Iteration 55Q: 3 clusters Score -1.051878e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -10519034.000000 Penalty: 3686.140625
	Iteration 56Q: 3 clusters Score -1.051903e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -10519294.000000 Penalty: 3686.140625
	Iteration 57Q: 3 clusters Score -1.051929e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -10519563.000000 Penalty: 3686.140625
	Iteration 58Q: 3 clusters Score -1.051956e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -10519736.000000 Penalty: 3686.140625
	Iteration 59Q: 3 clusters Score -1.051974e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -10519968.000000 Penalty: 3686.140625
	Iteration 60F: 3 clusters Score -1.051997e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -10520200.000000 Penalty: 3686.140625
	Iteration 61Q: 3 clusters Score -1.05202e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -10520337.000000 Penalty: 3686.140625
	Iteration 62Q: 3 clusters Score -1.052034e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -10520497.000000 Penalty: 3686.140625
	Iteration 63Q: 3 clusters Score -1.05205e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -10520627.000000 Penalty: 3686.140625
	Iteration 64Q: 3 clusters Score -1.052063e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -10520708.000000 Penalty: 3686.140625
	Iteration 65Q: 3 clusters Score -1.052071e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -10520744.000000 Penalty: 3686.140625
	Iteration 66Q: 3 clusters Score -1.052074e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -10520770.000000 Penalty: 3686.140625
	Iteration 67Q: 3 clusters Score -1.052077e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -10520838.000000 Penalty: 3686.140625
	Iteration 68Q: 3 clusters Score -1.052084e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -10520858.000000 Penalty: 3686.140625
	Iteration 69Q: 3 clusters Score -1.052086e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -10520899.000000 Penalty: 3686.140625
	Iteration 70Q: 3 clusters Score -1.05209e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -10520929.000000 Penalty: 3686.140625
	Iteration 71Q: 3 clusters Score -1.052093e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -10520961.000000 Penalty: 3686.140625
	Iteration 72Q: 3 clusters Score -1.052096e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -10520963.000000 Penalty: 3686.140625
	Iteration 73Q: 3 clusters Score -1.052096e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -10520948.000000 Penalty: 3686.140625
	Iteration 74Q: 3 clusters Score -1.052095e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -10520945.000000 Penalty: 3686.140625
	Iteration 75Q: 3 clusters Score -1.052094e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -10520957.000000 Penalty: 3686.140625
	Iteration 76Q: 3 clusters Score -1.052096e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -10520949.000000 Penalty: 3686.140625
	Iteration 77Q: 3 clusters Score -1.052095e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -10520948.000000 Penalty: 3686.140625
	Iteration 78Q: 3 clusters Score -1.052095e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -10520947.000000 Penalty: 3686.140625
	Iteration 79Q: 3 clusters Score -1.052095e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -10520952.000000 Penalty: 3686.140625
	Iteration 80F: 3 clusters Score -1.052095e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -10520964.000000 Penalty: 3686.140625
	Iteration 81Q: 3 clusters Score -1.052096e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -10521006.000000 Penalty: 3686.140625
	Iteration 82Q: 3 clusters Score -1.052101e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61366 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -10521016.000000 Penalty: 3686.140625
	Iteration 83Q: 3 clusters Score -1.052102e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -10521034.000000 Penalty: 3686.140625
	Iteration 84Q: 3 clusters Score -1.052103e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -10521058.000000 Penalty: 3686.140625
	Iteration 85Q: 3 clusters Score -1.052106e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -10521038.000000 Penalty: 3686.140625
	Iteration 86Q: 3 clusters Score -1.052104e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -10521060.000000 Penalty: 3686.140625
	Iteration 87Q: 3 clusters Score -1.052106e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -10521079.000000 Penalty: 3686.140625
	Iteration 88Q: 3 clusters Score -1.052108e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -10521076.000000 Penalty: 3686.140625
	Iteration 89Q: 3 clusters Score -1.052108e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -10521092.000000 Penalty: 3686.140625
	Iteration 90Q: 3 clusters Score -1.052109e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -10521078.000000 Penalty: 3686.140625
	Iteration 91Q: 3 clusters Score -1.052108e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -10521081.000000 Penalty: 3686.140625
	Iteration 92Q: 3 clusters Score -1.052108e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -10521086.000000 Penalty: 3686.140625
	Iteration 93Q: 3 clusters Score -1.052109e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -10521086.000000 Penalty: 3686.140625
	Iteration 94Q: 3 clusters Score -1.052109e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -10521092.000000 Penalty: 3686.140625
	Iteration 95Q: 3 clusters Score -1.052109e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -10521099.000000 Penalty: 3686.140625
	Iteration 96Q: 3 clusters Score -1.05211e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -10521111.000000 Penalty: 3686.140625
	Iteration 97Q: 3 clusters Score -1.052111e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -10521123.000000 Penalty: 3686.140625
	Iteration 98Q: 3 clusters Score -1.052112e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -10521143.000000 Penalty: 3686.140625
	Iteration 99Q: 3 clusters Score -1.052114e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -10521161.000000 Penalty: 3686.140625
	Iteration 100F: 3 clusters Score -1.052116e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -10521160.000000 Penalty: 3686.140625
	Iteration 101Q: 3 clusters Score -1.052116e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -10521170.000000 Penalty: 3686.140625
	Iteration 102Q: 3 clusters Score -1.052117e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -10521199.000000 Penalty: 3686.140625
	Iteration 103Q: 3 clusters Score -1.05212e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -10521219.000000 Penalty: 3686.140625
	Iteration 104Q: 3 clusters Score -1.052122e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -10521237.000000 Penalty: 3686.140625
	Iteration 105Q: 3 clusters Score -1.052124e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -10521244.000000 Penalty: 3686.140625
	Iteration 106Q: 3 clusters Score -1.052124e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -10521256.000000 Penalty: 3686.140625
	Iteration 107Q: 3 clusters Score -1.052126e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -10521259.000000 Penalty: 3686.140625
	Iteration 108Q: 3 clusters Score -1.052126e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -10521261.000000 Penalty: 3686.140625
	Iteration 109Q: 3 clusters Score -1.052126e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -10521283.000000 Penalty: 3686.140625
	Iteration 110Q: 3 clusters Score -1.052128e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -10521274.000000 Penalty: 3686.140625
	Iteration 111Q: 3 clusters Score -1.052127e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -10521296.000000 Penalty: 3686.140625
	Iteration 112Q: 3 clusters Score -1.05213e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -10521322.000000 Penalty: 3686.140625
	Iteration 113Q: 3 clusters Score -1.052132e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -10521306.000000 Penalty: 3686.140625
	Iteration 114Q: 3 clusters Score -1.052131e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -10521336.000000 Penalty: 3686.140625
	Iteration 115Q: 3 clusters Score -1.052134e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -10521348.000000 Penalty: 3686.140625
	Iteration 116Q: 3 clusters Score -1.052135e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -10521371.000000 Penalty: 3686.140625
	Iteration 117Q: 3 clusters Score -1.052137e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -10521390.000000 Penalty: 3686.140625
	Iteration 118Q: 3 clusters Score -1.052139e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -10521381.000000 Penalty: 3686.140625
	Iteration 119Q: 3 clusters Score -1.052138e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -10521380.000000 Penalty: 3686.140625
	Iteration 120F: 3 clusters Score -1.052138e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -10521389.000000 Penalty: 3686.140625
	Iteration 121Q: 3 clusters Score -1.052139e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -10521406.000000 Penalty: 3686.140625
	Iteration 122Q: 3 clusters Score -1.052141e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -10521415.000000 Penalty: 3686.140625
	Iteration 123Q: 3 clusters Score -1.052142e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -10521439.000000 Penalty: 3686.140625
	Iteration 124Q: 3 clusters Score -1.052144e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -10521466.000000 Penalty: 3686.140625
	Iteration 125Q: 3 clusters Score -1.052147e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -10521495.000000 Penalty: 3686.140625
	Iteration 126Q: 3 clusters Score -1.05215e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -10521460.000000 Penalty: 3686.140625
	Iteration 127Q: 3 clusters Score -1.052146e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -10521478.000000 Penalty: 3686.140625
	Iteration 128Q: 3 clusters Score -1.052148e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -10521499.000000 Penalty: 3686.140625
	Iteration 129Q: 3 clusters Score -1.05215e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -10521469.000000 Penalty: 3686.140625
	Iteration 130Q: 3 clusters Score -1.052147e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -10521455.000000 Penalty: 3686.140625
	Iteration 131Q: 3 clusters Score -1.052146e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -10521461.000000 Penalty: 3686.140625
	Iteration 132Q: 3 clusters Score -1.052146e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -10521478.000000 Penalty: 3686.140625
	Iteration 133Q: 3 clusters Score -1.052148e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -10521503.000000 Penalty: 3686.140625
	Iteration 134Q: 3 clusters Score -1.05215e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -10521487.000000 Penalty: 3686.140625
	Iteration 135Q: 3 clusters Score -1.052149e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -10521476.000000 Penalty: 3686.140625
	Iteration 136Q: 3 clusters Score -1.052148e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -10521502.000000 Penalty: 3686.140625
	Iteration 137Q: 3 clusters Score -1.05215e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -10521504.000000 Penalty: 3686.140625
	Iteration 138Q: 3 clusters Score -1.05215e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -10521532.000000 Penalty: 3686.140625
	Iteration 139Q: 3 clusters Score -1.052153e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -10521548.000000 Penalty: 3686.140625
	Iteration 140F: 3 clusters Score -1.052155e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -10521557.000000 Penalty: 3686.140625
	Iteration 141Q: 3 clusters Score -1.052156e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -10521555.000000 Penalty: 3686.140625
	Iteration 142Q: 3 clusters Score -1.052156e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -10521585.000000 Penalty: 3686.140625
	Iteration 143Q: 3 clusters Score -1.052158e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -10521593.000000 Penalty: 3686.140625
	Iteration 144Q: 3 clusters Score -1.052159e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -10521617.000000 Penalty: 3686.140625
	Iteration 145Q: 3 clusters Score -1.052162e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -10521633.000000 Penalty: 3686.140625
	Iteration 146Q: 3 clusters Score -1.052163e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -10521666.000000 Penalty: 3686.140625
	Iteration 147Q: 3 clusters Score -1.052167e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -10521689.000000 Penalty: 3686.140625
	Iteration 148Q: 3 clusters Score -1.052169e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -10521714.000000 Penalty: 3686.140625
	Iteration 149Q: 3 clusters Score -1.052171e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -10521738.000000 Penalty: 3686.140625
	Iteration 150Q: 3 clusters Score -1.052174e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -10521733.000000 Penalty: 3686.140625
	Iteration 151Q: 3 clusters Score -1.052173e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -10521756.000000 Penalty: 3686.140625
	Iteration 152Q: 3 clusters Score -1.052176e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -10521740.000000 Penalty: 3686.140625
	Iteration 153Q: 3 clusters Score -1.052174e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -10521759.000000 Penalty: 3686.140625
	Iteration 154Q: 3 clusters Score -1.052176e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -10521741.000000 Penalty: 3686.140625
	Iteration 155Q: 3 clusters Score -1.052174e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -10521766.000000 Penalty: 3686.140625
	Iteration 156Q: 3 clusters Score -1.052177e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -10521748.000000 Penalty: 3686.140625
	Iteration 157Q: 3 clusters Score -1.052175e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -10521755.000000 Penalty: 3686.140625
	Iteration 158Q: 3 clusters Score -1.052176e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -10521762.000000 Penalty: 3686.140625
	Iteration 159Q: 3 clusters Score -1.052176e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -10521817.000000 Penalty: 3686.140625
	Iteration 160F: 3 clusters Score -1.052182e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -10521819.000000 Penalty: 3686.140625
	Iteration 161Q: 3 clusters Score -1.052182e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -10521817.000000 Penalty: 3686.140625
	Iteration 162Q: 3 clusters Score -1.052182e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -10521859.000000 Penalty: 3686.140625
	Iteration 163Q: 3 clusters Score -1.052186e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -10521876.000000 Penalty: 3686.140625
	Iteration 164Q: 3 clusters Score -1.052188e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -10521896.000000 Penalty: 3686.140625
	Iteration 165Q: 3 clusters Score -1.05219e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -10521889.000000 Penalty: 3686.140625
	Iteration 166Q: 3 clusters Score -1.052189e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -10521898.000000 Penalty: 3686.140625
	Iteration 167Q: 3 clusters Score -1.05219e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -10521906.000000 Penalty: 3686.140625
	Iteration 168Q: 3 clusters Score -1.052191e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -10521916.000000 Penalty: 3686.140625
	Iteration 169Q: 3 clusters Score -1.052192e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -10521960.000000 Penalty: 3686.140625
	Iteration 170Q: 3 clusters Score -1.052196e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -10521994.000000 Penalty: 3686.140625
	Iteration 171Q: 3 clusters Score -1.052199e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -10522008.000000 Penalty: 3686.140625
	Iteration 172Q: 3 clusters Score -1.052201e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -10522020.000000 Penalty: 3686.140625
	Iteration 173Q: 3 clusters Score -1.052202e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -10522090.000000 Penalty: 3686.140625
	Iteration 174Q: 3 clusters Score -1.052209e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -10522102.000000 Penalty: 3686.140625
	Iteration 175Q: 3 clusters Score -1.05221e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -10522157.000000 Penalty: 3686.140625
	Iteration 176Q: 3 clusters Score -1.052216e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -10522181.000000 Penalty: 3686.140625
	Iteration 177Q: 3 clusters Score -1.052218e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -10522203.000000 Penalty: 3686.140625
	Iteration 178Q: 3 clusters Score -1.05222e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -10522238.000000 Penalty: 3686.140625
	Iteration 179Q: 3 clusters Score -1.052224e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -10522240.000000 Penalty: 3686.140625
	Iteration 180F: 3 clusters Score -1.052224e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -10522269.000000 Penalty: 3686.140625
	Iteration 181Q: 3 clusters Score -1.052227e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -10522304.000000 Penalty: 3686.140625
	Iteration 182Q: 3 clusters Score -1.05223e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75562 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -10522362.000000 Penalty: 3686.140625
	Iteration 183Q: 3 clusters Score -1.052236e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -10522394.000000 Penalty: 3686.140625
	Iteration 184Q: 3 clusters Score -1.052239e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -10522441.000000 Penalty: 3686.140625
	Iteration 185Q: 3 clusters Score -1.052244e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -10522441.000000 Penalty: 3686.140625
	Iteration 186Q: 3 clusters Score -1.052244e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -10522482.000000 Penalty: 3686.140625
	Iteration 187Q: 3 clusters Score -1.052248e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -10522515.000000 Penalty: 3686.140625
	Iteration 188Q: 3 clusters Score -1.052252e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -10522563.000000 Penalty: 3686.140625
	Iteration 189Q: 3 clusters Score -1.052256e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -10522560.000000 Penalty: 3686.140625
	Iteration 190Q: 3 clusters Score -1.052256e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -10522614.000000 Penalty: 3686.140625
	Iteration 191Q: 3 clusters Score -1.052261e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -10522663.000000 Penalty: 3686.140625
	Iteration 192Q: 3 clusters Score -1.052266e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -10522720.000000 Penalty: 3686.140625
	Iteration 193Q: 3 clusters Score -1.052272e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -10522767.000000 Penalty: 3686.140625
	Iteration 194Q: 3 clusters Score -1.052277e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -10522797.000000 Penalty: 3686.140625
	Iteration 195Q: 3 clusters Score -1.05228e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78591 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -10522813.000000 Penalty: 3686.140625
	Iteration 196Q: 3 clusters Score -1.052281e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -10522840.000000 Penalty: 3686.140625
	Iteration 197Q: 3 clusters Score -1.052284e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -10522914.000000 Penalty: 3686.140625
	Iteration 198Q: 3 clusters Score -1.052291e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79352 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -10522938.000000 Penalty: 3686.140625
	Iteration 199Q: 3 clusters Score -1.052294e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -10522951.000000 Penalty: 3686.140625
	Iteration 200F: 3 clusters Score -1.052295e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -10523002.000000 Penalty: 3686.140625
	Iteration 201Q: 3 clusters Score -1.0523e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -10523035.000000 Penalty: 3686.140625
	Iteration 202Q: 3 clusters Score -1.052304e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -10523058.000000 Penalty: 3686.140625
	Iteration 203Q: 3 clusters Score -1.052306e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -10523108.000000 Penalty: 3686.140625
	Iteration 204Q: 3 clusters Score -1.052311e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -10523170.000000 Penalty: 3686.140625
	Iteration 205Q: 3 clusters Score -1.052317e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -10523187.000000 Penalty: 3686.140625
	Iteration 206Q: 3 clusters Score -1.052319e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -10523221.000000 Penalty: 3686.140625
	Iteration 207Q: 3 clusters Score -1.052322e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -10523273.000000 Penalty: 3686.140625
	Iteration 208Q: 3 clusters Score -1.052327e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -10523309.000000 Penalty: 3686.140625
	Iteration 209Q: 3 clusters Score -1.052331e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81602 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -10523353.000000 Penalty: 3686.140625
	Iteration 210Q: 3 clusters Score -1.052335e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -10523376.000000 Penalty: 3686.140625
	Iteration 211Q: 3 clusters Score -1.052338e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81862 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -10523402.000000 Penalty: 3686.140625
	Iteration 212Q: 3 clusters Score -1.05234e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10523433.000000 Penalty: 3686.140625
	Iteration 213Q: 3 clusters Score -1.052343e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -10523493.000000 Penalty: 3686.140625
	Iteration 214Q: 3 clusters Score -1.052349e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -10523531.000000 Penalty: 3686.140625
	Iteration 215Q: 3 clusters Score -1.052353e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -10523582.000000 Penalty: 3686.140625
	Iteration 216Q: 3 clusters Score -1.052358e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -10523600.000000 Penalty: 3686.140625
	Iteration 217Q: 3 clusters Score -1.05236e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -10523656.000000 Penalty: 3686.140625
	Iteration 218Q: 3 clusters Score -1.052366e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -10523673.000000 Penalty: 3686.140625
	Iteration 219Q: 3 clusters Score -1.052367e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10523710.000000 Penalty: 3686.140625
	Iteration 220F: 3 clusters Score -1.052371e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -10523736.000000 Penalty: 3686.140625
	Iteration 221Q: 3 clusters Score -1.052374e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -10523737.000000 Penalty: 3686.140625
	Iteration 222Q: 3 clusters Score -1.052374e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -10523737.000000 Penalty: 3686.140625
	Iteration 223Q: 3 clusters Score -1.052374e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10523766.000000 Penalty: 3686.140625
	Iteration 224Q: 3 clusters Score -1.052377e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10523769.000000 Penalty: 3686.140625
	Iteration 225Q: 3 clusters Score -1.052377e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10523784.000000 Penalty: 3686.140625
	Iteration 226Q: 3 clusters Score -1.052378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10523804.000000 Penalty: 3686.140625
	Iteration 227Q: 3 clusters Score -1.05238e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10523813.000000 Penalty: 3686.140625
	Iteration 228Q: 3 clusters Score -1.052381e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10523829.000000 Penalty: 3686.140625
	Iteration 229Q: 3 clusters Score -1.052383e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10523822.000000 Penalty: 3686.140625
	Iteration 230Q: 3 clusters Score -1.052382e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83138 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10523836.000000 Penalty: 3686.140625
	Iteration 231Q: 3 clusters Score -1.052384e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10523831.000000 Penalty: 3686.140625
	Iteration 232Q: 3 clusters Score -1.052383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10523835.000000 Penalty: 3686.140625
	Iteration 233Q: 3 clusters Score -1.052384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10523842.000000 Penalty: 3686.140625
	Iteration 234Q: 3 clusters Score -1.052384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10523835.000000 Penalty: 3686.140625
	Iteration 235Q: 3 clusters Score -1.052384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10523840.000000 Penalty: 3686.140625
	Iteration 236Q: 3 clusters Score -1.052384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10523847.000000 Penalty: 3686.140625
	Iteration 237Q: 3 clusters Score -1.052385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10523861.000000 Penalty: 3686.140625
	Iteration 238Q: 3 clusters Score -1.052386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10523863.000000 Penalty: 3686.140625
	Iteration 239Q: 3 clusters Score -1.052386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10523869.000000 Penalty: 3686.140625
	Iteration 240F: 3 clusters Score -1.052387e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10523880.000000 Penalty: 3686.140625
	Iteration 241Q: 3 clusters Score -1.052388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10523882.000000 Penalty: 3686.140625
	Iteration 242Q: 3 clusters Score -1.052388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10523879.000000 Penalty: 3686.140625
	Iteration 243Q: 3 clusters Score -1.052388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10523886.000000 Penalty: 3686.140625
	Iteration 244Q: 3 clusters Score -1.052389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10523906.000000 Penalty: 3686.140625
	Iteration 245Q: 3 clusters Score -1.052391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10523912.000000 Penalty: 3686.140625
	Iteration 246Q: 3 clusters Score -1.052391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83393 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10523899.000000 Penalty: 3686.140625
	Iteration 247Q: 3 clusters Score -1.05239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10523904.000000 Penalty: 3686.140625
	Iteration 248Q: 3 clusters Score -1.05239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10523898.000000 Penalty: 3686.140625
	Iteration 249Q: 3 clusters Score -1.05239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10523906.000000 Penalty: 3686.140625
	Iteration 250Q: 3 clusters Score -1.052391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10523904.000000 Penalty: 3686.140625
	Iteration 251Q: 3 clusters Score -1.05239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10523899.000000 Penalty: 3686.140625
	Iteration 252Q: 3 clusters Score -1.05239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10523900.000000 Penalty: 3686.140625
	Iteration 253Q: 3 clusters Score -1.05239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10523908.000000 Penalty: 3686.140625
	Iteration 254Q: 3 clusters Score -1.052391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10523919.000000 Penalty: 3686.140625
	Iteration 255Q: 3 clusters Score -1.052392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10523925.000000 Penalty: 3686.140625
	Iteration 256Q: 3 clusters Score -1.052392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10523924.000000 Penalty: 3686.140625
	Iteration 257Q: 3 clusters Score -1.052392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10523918.000000 Penalty: 3686.140625
	Iteration 258Q: 3 clusters Score -1.052392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10523916.000000 Penalty: 3686.140625
	Iteration 259Q: 3 clusters Score -1.052392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10523924.000000 Penalty: 3686.140625
	Iteration 260F: 3 clusters Score -1.052392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10523927.000000 Penalty: 3686.140625
	Iteration 261Q: 3 clusters Score -1.052393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10523930.000000 Penalty: 3686.140625
	Iteration 262Q: 3 clusters Score -1.052393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10523929.000000 Penalty: 3686.140625
	Iteration 263Q: 3 clusters Score -1.052393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10523928.000000 Penalty: 3686.140625
	Iteration 264Q: 3 clusters Score -1.052393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10523931.000000 Penalty: 3686.140625
	Iteration 265Q: 3 clusters Score -1.052393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10523931.000000 Penalty: 3686.140625
	Iteration 266F: 3 clusters Score -1.052393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (90894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Entering Unmasked Estep 
Score: -11401414.000000 Penalty: 1855.335449
	Iteration 0F: 2 clusters Score -1.140141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -11341558.000000 Penalty: 3710.670898
	Iteration 0F: 3 clusters Score -1.134156e+07 nChanged 43291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -11366751.000000 Penalty: 3710.670898
	Iteration 1F: 3 clusters Score -1.136675e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -11367058.000000 Penalty: 3710.670898
	Iteration 2Q: 3 clusters Score -1.136706e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -11367431.000000 Penalty: 3710.670898
	Iteration 3Q: 3 clusters Score -1.136743e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -11367864.000000 Penalty: 3710.670898
	Iteration 4Q: 3 clusters Score -1.136786e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -11368386.000000 Penalty: 3710.670898
	Iteration 5Q: 3 clusters Score -1.136839e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -11368993.000000 Penalty: 3710.670898
	Iteration 6Q: 3 clusters Score -1.136899e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -11369644.000000 Penalty: 3710.670898
	Iteration 7Q: 3 clusters Score -1.136964e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -11370686.000000 Penalty: 3710.670898
	Iteration 8Q: 3 clusters Score -1.137069e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -11372682.000000 Penalty: 3710.670898
	Iteration 9Q: 3 clusters Score -1.137268e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -11376124.000000 Penalty: 3710.670898
	Iteration 10F: 3 clusters Score -1.137612e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -11380441.000000 Penalty: 3710.670898
	Iteration 11F: 3 clusters Score -1.138044e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -11383401.000000 Penalty: 3710.670898
	Iteration 12F: 3 clusters Score -1.13834e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -11384437.000000 Penalty: 3710.670898
	Iteration 13Q: 3 clusters Score -1.138444e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -11384728.000000 Penalty: 3710.670898
	Iteration 14Q: 3 clusters Score -1.138473e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -11384835.000000 Penalty: 3710.670898
	Iteration 15Q: 3 clusters Score -1.138484e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -11384951.000000 Penalty: 3710.670898
	Iteration 16Q: 3 clusters Score -1.138495e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -11385166.000000 Penalty: 3710.670898
	Iteration 17Q: 3 clusters Score -1.138517e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -11385388.000000 Penalty: 3710.670898
	Iteration 18Q: 3 clusters Score -1.138539e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -11385673.000000 Penalty: 3710.670898
	Iteration 19Q: 3 clusters Score -1.138567e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -11385927.000000 Penalty: 3710.670898
	Iteration 20F: 3 clusters Score -1.138593e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -11386243.000000 Penalty: 3710.670898
	Iteration 21Q: 3 clusters Score -1.138624e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -11386668.000000 Penalty: 3710.670898
	Iteration 22Q: 3 clusters Score -1.138667e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -11387228.000000 Penalty: 3710.670898
	Iteration 23Q: 3 clusters Score -1.138723e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -11388042.000000 Penalty: 3710.670898
	Iteration 24Q: 3 clusters Score -1.138804e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -11389146.000000 Penalty: 3710.670898
	Iteration 25Q: 3 clusters Score -1.138915e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -11390504.000000 Penalty: 3710.670898
	Iteration 26Q: 3 clusters Score -1.13905e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -11391997.000000 Penalty: 3710.670898
	Iteration 27Q: 3 clusters Score -1.1392e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -11393545.000000 Penalty: 3710.670898
	Iteration 28Q: 3 clusters Score -1.139354e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -11394916.000000 Penalty: 3710.670898
	Iteration 29Q: 3 clusters Score -1.139492e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -11395818.000000 Penalty: 3710.670898
	Iteration 30Q: 3 clusters Score -1.139582e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -11396348.000000 Penalty: 3710.670898
	Iteration 31Q: 3 clusters Score -1.139635e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -11396655.000000 Penalty: 3710.670898
	Iteration 32Q: 3 clusters Score -1.139666e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -11396769.000000 Penalty: 3710.670898
	Iteration 33Q: 3 clusters Score -1.139677e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -11396911.000000 Penalty: 3710.670898
	Iteration 34Q: 3 clusters Score -1.139691e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -11397049.000000 Penalty: 3710.670898
	Iteration 35Q: 3 clusters Score -1.139705e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -11397080.000000 Penalty: 3710.670898
	Iteration 36Q: 3 clusters Score -1.139708e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -11397123.000000 Penalty: 3710.670898
	Iteration 37Q: 3 clusters Score -1.139712e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -11397134.000000 Penalty: 3710.670898
	Iteration 38Q: 3 clusters Score -1.139713e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -11397140.000000 Penalty: 3710.670898
	Iteration 39Q: 3 clusters Score -1.139714e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -11397211.000000 Penalty: 3710.670898
	Iteration 40F: 3 clusters Score -1.139721e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -11397216.000000 Penalty: 3710.670898
	Iteration 41Q: 3 clusters Score -1.139722e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -11397240.000000 Penalty: 3710.670898
	Iteration 42Q: 3 clusters Score -1.139724e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -11397228.000000 Penalty: 3710.670898
	Iteration 43Q: 3 clusters Score -1.139723e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -11397239.000000 Penalty: 3710.670898
	Iteration 44Q: 3 clusters Score -1.139724e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -11397261.000000 Penalty: 3710.670898
	Iteration 45Q: 3 clusters Score -1.139726e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -11397270.000000 Penalty: 3710.670898
	Iteration 46Q: 3 clusters Score -1.139727e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -11397277.000000 Penalty: 3710.670898
	Iteration 47Q: 3 clusters Score -1.139728e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -11397269.000000 Penalty: 3710.670898
	Iteration 48Q: 3 clusters Score -1.139727e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -11397254.000000 Penalty: 3710.670898
	Iteration 49Q: 3 clusters Score -1.139725e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -11397257.000000 Penalty: 3710.670898
	Iteration 50Q: 3 clusters Score -1.139726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -11397258.000000 Penalty: 3710.670898
	Iteration 51Q: 3 clusters Score -1.139726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -11397253.000000 Penalty: 3710.670898
	Iteration 52Q: 3 clusters Score -1.139725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -11397260.000000 Penalty: 3710.670898
	Iteration 53Q: 3 clusters Score -1.139726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -11397240.000000 Penalty: 3710.670898
	Iteration 54Q: 3 clusters Score -1.139724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -11397239.000000 Penalty: 3710.670898
	Iteration 55Q: 3 clusters Score -1.139724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -11397231.000000 Penalty: 3710.670898
	Iteration 56Q: 3 clusters Score -1.139723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -11397239.000000 Penalty: 3710.670898
	Iteration 57Q: 3 clusters Score -1.139724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -11397233.000000 Penalty: 3710.670898
	Iteration 58Q: 3 clusters Score -1.139723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -11397236.000000 Penalty: 3710.670898
	Iteration 59Q: 3 clusters Score -1.139724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -11397250.000000 Penalty: 3710.670898
	Iteration 60F: 3 clusters Score -1.139725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -11397249.000000 Penalty: 3710.670898
	Iteration 61Q: 3 clusters Score -1.139725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -11397246.000000 Penalty: 3710.670898
	Iteration 62Q: 3 clusters Score -1.139725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -11397248.000000 Penalty: 3710.670898
	Iteration 63Q: 3 clusters Score -1.139725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -11397248.000000 Penalty: 3710.670898
	Iteration 64Q: 3 clusters Score -1.139725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -11397246.000000 Penalty: 3710.670898
	Iteration 65Q: 3 clusters Score -1.139725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -11397246.000000 Penalty: 3710.670898
	Iteration 66F: 3 clusters Score -1.139725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (81853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Entering Unmasked Estep 
Score: -10237398.000000 Penalty: 1838.310547
	Iteration 0F: 2 clusters Score -1.02374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -10183496.000000 Penalty: 3676.621094
	Iteration 0F: 3 clusters Score -1.01835e+07 nChanged 39022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -10206446.000000 Penalty: 3676.621094
	Iteration 1F: 3 clusters Score -1.020645e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -10207327.000000 Penalty: 3676.621094
	Iteration 2Q: 3 clusters Score -1.020733e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -10208486.000000 Penalty: 3676.621094
	Iteration 3Q: 3 clusters Score -1.020849e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -10210435.000000 Penalty: 3676.621094
	Iteration 4Q: 3 clusters Score -1.021044e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -10213432.000000 Penalty: 3676.621094
	Iteration 5F: 3 clusters Score -1.021343e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -10217562.000000 Penalty: 3676.621094
	Iteration 6F: 3 clusters Score -1.021756e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -10222680.000000 Penalty: 3676.621094
	Iteration 7F: 3 clusters Score -1.022268e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -10227400.000000 Penalty: 3676.621094
	Iteration 8F: 3 clusters Score -1.02274e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -10229915.000000 Penalty: 3676.621094
	Iteration 9Q: 3 clusters Score -1.022992e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -10230903.000000 Penalty: 3676.621094
	Iteration 10Q: 3 clusters Score -1.02309e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -10231403.000000 Penalty: 3676.621094
	Iteration 11Q: 3 clusters Score -1.02314e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -10231760.000000 Penalty: 3676.621094
	Iteration 12Q: 3 clusters Score -1.023176e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -10232288.000000 Penalty: 3676.621094
	Iteration 13Q: 3 clusters Score -1.023229e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -10232646.000000 Penalty: 3676.621094
	Iteration 14Q: 3 clusters Score -1.023265e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -10232909.000000 Penalty: 3676.621094
	Iteration 15Q: 3 clusters Score -1.023291e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -10233084.000000 Penalty: 3676.621094
	Iteration 16Q: 3 clusters Score -1.023308e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -10233221.000000 Penalty: 3676.621094
	Iteration 17Q: 3 clusters Score -1.023322e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -10233360.000000 Penalty: 3676.621094
	Iteration 18Q: 3 clusters Score -1.023336e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -10233467.000000 Penalty: 3676.621094
	Iteration 19Q: 3 clusters Score -1.023347e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -10233541.000000 Penalty: 3676.621094
	Iteration 20F: 3 clusters Score -1.023354e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -10233628.000000 Penalty: 3676.621094
	Iteration 21Q: 3 clusters Score -1.023363e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -10233693.000000 Penalty: 3676.621094
	Iteration 22Q: 3 clusters Score -1.023369e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -10233788.000000 Penalty: 3676.621094
	Iteration 23Q: 3 clusters Score -1.023379e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -10233823.000000 Penalty: 3676.621094
	Iteration 24Q: 3 clusters Score -1.023382e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -10233836.000000 Penalty: 3676.621094
	Iteration 25Q: 3 clusters Score -1.023384e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -10233880.000000 Penalty: 3676.621094
	Iteration 26Q: 3 clusters Score -1.023388e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -10233930.000000 Penalty: 3676.621094
	Iteration 27Q: 3 clusters Score -1.023393e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -10233950.000000 Penalty: 3676.621094
	Iteration 28Q: 3 clusters Score -1.023395e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -10234001.000000 Penalty: 3676.621094
	Iteration 29Q: 3 clusters Score -1.0234e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -10234053.000000 Penalty: 3676.621094
	Iteration 30Q: 3 clusters Score -1.023405e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -10234062.000000 Penalty: 3676.621094
	Iteration 31Q: 3 clusters Score -1.023406e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 70571 members 
Entering Unmasked Estep 
Score: -10234106.000000 Penalty: 3676.621094
	Iteration 32Q: 3 clusters Score -1.023411e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -10234170.000000 Penalty: 3676.621094
	Iteration 33Q: 3 clusters Score -1.023417e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -10234214.000000 Penalty: 3676.621094
	Iteration 34Q: 3 clusters Score -1.023421e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -10234263.000000 Penalty: 3676.621094
	Iteration 35Q: 3 clusters Score -1.023426e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -10234354.000000 Penalty: 3676.621094
	Iteration 36Q: 3 clusters Score -1.023435e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -10234381.000000 Penalty: 3676.621094
	Iteration 37Q: 3 clusters Score -1.023438e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -10234423.000000 Penalty: 3676.621094
	Iteration 38Q: 3 clusters Score -1.023442e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -10234453.000000 Penalty: 3676.621094
	Iteration 39Q: 3 clusters Score -1.023445e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 71977 members 
Entering Unmasked Estep 
Score: -10234442.000000 Penalty: 3676.621094
	Iteration 40F: 3 clusters Score -1.023444e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -10234484.000000 Penalty: 3676.621094
	Iteration 41Q: 3 clusters Score -1.023448e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -10234495.000000 Penalty: 3676.621094
	Iteration 42Q: 3 clusters Score -1.02345e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -10234539.000000 Penalty: 3676.621094
	Iteration 43Q: 3 clusters Score -1.023454e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -10234592.000000 Penalty: 3676.621094
	Iteration 44Q: 3 clusters Score -1.023459e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -10234623.000000 Penalty: 3676.621094
	Iteration 45Q: 3 clusters Score -1.023462e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -10234651.000000 Penalty: 3676.621094
	Iteration 46Q: 3 clusters Score -1.023465e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 72989 members 
Entering Unmasked Estep 
Score: -10234652.000000 Penalty: 3676.621094
	Iteration 47Q: 3 clusters Score -1.023465e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -10234686.000000 Penalty: 3676.621094
	Iteration 48Q: 3 clusters Score -1.023469e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -10234736.000000 Penalty: 3676.621094
	Iteration 49Q: 3 clusters Score -1.023474e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -10234769.000000 Penalty: 3676.621094
	Iteration 50Q: 3 clusters Score -1.023477e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 73626 members 
Entering Unmasked Estep 
Score: -10234806.000000 Penalty: 3676.621094
	Iteration 51Q: 3 clusters Score -1.023481e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -10234833.000000 Penalty: 3676.621094
	Iteration 52Q: 3 clusters Score -1.023483e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -10234868.000000 Penalty: 3676.621094
	Iteration 53Q: 3 clusters Score -1.023487e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -10234896.000000 Penalty: 3676.621094
	Iteration 54Q: 3 clusters Score -1.02349e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -10234934.000000 Penalty: 3676.621094
	Iteration 55Q: 3 clusters Score -1.023493e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -10234974.000000 Penalty: 3676.621094
	Iteration 56Q: 3 clusters Score -1.023497e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -10235020.000000 Penalty: 3676.621094
	Iteration 57Q: 3 clusters Score -1.023502e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 74682 members 
Entering Unmasked Estep 
Score: -10235046.000000 Penalty: 3676.621094
	Iteration 58Q: 3 clusters Score -1.023505e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -10235098.000000 Penalty: 3676.621094
	Iteration 59Q: 3 clusters Score -1.02351e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -10235128.000000 Penalty: 3676.621094
	Iteration 60F: 3 clusters Score -1.023513e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -10235201.000000 Penalty: 3676.621094
	Iteration 61Q: 3 clusters Score -1.02352e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -10235271.000000 Penalty: 3676.621094
	Iteration 62Q: 3 clusters Score -1.023527e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -10235329.000000 Penalty: 3676.621094
	Iteration 63Q: 3 clusters Score -1.023533e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -10235443.000000 Penalty: 3676.621094
	Iteration 64Q: 3 clusters Score -1.023544e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -10235578.000000 Penalty: 3676.621094
	Iteration 65Q: 3 clusters Score -1.023558e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -10235653.000000 Penalty: 3676.621094
	Iteration 66Q: 3 clusters Score -1.023565e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -10235756.000000 Penalty: 3676.621094
	Iteration 67Q: 3 clusters Score -1.023576e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -10235852.000000 Penalty: 3676.621094
	Iteration 68Q: 3 clusters Score -1.023585e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -10235941.000000 Penalty: 3676.621094
	Iteration 69Q: 3 clusters Score -1.023594e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -10236061.000000 Penalty: 3676.621094
	Iteration 70Q: 3 clusters Score -1.023606e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -10236119.000000 Penalty: 3676.621094
	Iteration 71Q: 3 clusters Score -1.023612e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
Score: -10236193.000000 Penalty: 3676.621094
	Iteration 72Q: 3 clusters Score -1.023619e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 78689 members 
Entering Unmasked Estep 
Score: -10236227.000000 Penalty: 3676.621094
	Iteration 73Q: 3 clusters Score -1.023623e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -10236244.000000 Penalty: 3676.621094
	Iteration 74Q: 3 clusters Score -1.023624e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 79261 members 
Entering Unmasked Estep 
Score: -10236229.000000 Penalty: 3676.621094
	Iteration 75Q: 3 clusters Score -1.023623e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -10236267.000000 Penalty: 3676.621094
	Iteration 76Q: 3 clusters Score -1.023627e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -10236296.000000 Penalty: 3676.621094
	Iteration 77Q: 3 clusters Score -1.02363e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -10236289.000000 Penalty: 3676.621094
	Iteration 78Q: 3 clusters Score -1.023629e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -10236306.000000 Penalty: 3676.621094
	Iteration 79Q: 3 clusters Score -1.023631e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -10236328.000000 Penalty: 3676.621094
	Iteration 80F: 3 clusters Score -1.023633e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -10236335.000000 Penalty: 3676.621094
	Iteration 81Q: 3 clusters Score -1.023634e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -10236320.000000 Penalty: 3676.621094
	Iteration 82Q: 3 clusters Score -1.023632e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -10236302.000000 Penalty: 3676.621094
	Iteration 83Q: 3 clusters Score -1.02363e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -10236294.000000 Penalty: 3676.621094
	Iteration 84Q: 3 clusters Score -1.023629e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -10236294.000000 Penalty: 3676.621094
	Iteration 85Q: 3 clusters Score -1.023629e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -10236297.000000 Penalty: 3676.621094
	Iteration 86Q: 3 clusters Score -1.02363e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -10236284.000000 Penalty: 3676.621094
	Iteration 87Q: 3 clusters Score -1.023628e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -10236300.000000 Penalty: 3676.621094
	Iteration 88Q: 3 clusters Score -1.02363e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -10236325.000000 Penalty: 3676.621094
	Iteration 89Q: 3 clusters Score -1.023632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -10236305.000000 Penalty: 3676.621094
	Iteration 90Q: 3 clusters Score -1.02363e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -10236302.000000 Penalty: 3676.621094
	Iteration 91Q: 3 clusters Score -1.02363e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 81042 members 
Entering Unmasked Estep 
Score: -10236299.000000 Penalty: 3676.621094
	Iteration 92Q: 3 clusters Score -1.02363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -10236310.000000 Penalty: 3676.621094
	Iteration 93Q: 3 clusters Score -1.023631e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -10236299.000000 Penalty: 3676.621094
	Iteration 94Q: 3 clusters Score -1.02363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -10236292.000000 Penalty: 3676.621094
	Iteration 95Q: 3 clusters Score -1.023629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -10236284.000000 Penalty: 3676.621094
	Iteration 96Q: 3 clusters Score -1.023628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 81143 members 
Entering Unmasked Estep 
Score: -10236291.000000 Penalty: 3676.621094
	Iteration 97Q: 3 clusters Score -1.023629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -10236294.000000 Penalty: 3676.621094
	Iteration 98Q: 3 clusters Score -1.023629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 81167 members 
Entering Unmasked Estep 
Score: -10236280.000000 Penalty: 3676.621094
	Iteration 99Q: 3 clusters Score -1.023628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -10236278.000000 Penalty: 3676.621094
	Iteration 100F: 3 clusters Score -1.023628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -10236264.000000 Penalty: 3676.621094
	Iteration 101Q: 3 clusters Score -1.023626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -10236268.000000 Penalty: 3676.621094
	Iteration 102Q: 3 clusters Score -1.023627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -10236266.000000 Penalty: 3676.621094
	Iteration 103Q: 3 clusters Score -1.023627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
Score: -10236266.000000 Penalty: 3676.621094
	Iteration 104Q: 3 clusters Score -1.023627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -10236264.000000 Penalty: 3676.621094
	Iteration 105Q: 3 clusters Score -1.023626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 81202 members 
Entering Unmasked Estep 
Score: -10236277.000000 Penalty: 3676.621094
	Iteration 106Q: 3 clusters Score -1.023628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -10236266.000000 Penalty: 3676.621094
	Iteration 107Q: 3 clusters Score -1.023627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -10236266.000000 Penalty: 3676.621094
	Iteration 108Q: 3 clusters Score -1.023627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -10236270.000000 Penalty: 3676.621094
	Iteration 109Q: 3 clusters Score -1.023627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -10236280.000000 Penalty: 3676.621094
	Iteration 110Q: 3 clusters Score -1.023628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -10236274.000000 Penalty: 3676.621094
	Iteration 111Q: 3 clusters Score -1.023627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 81254 members 
Entering Unmasked Estep 
Score: -10236270.000000 Penalty: 3676.621094
	Iteration 112Q: 3 clusters Score -1.023627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 81259 members 
Entering Unmasked Estep 
Score: -10236261.000000 Penalty: 3676.621094
	Iteration 113Q: 3 clusters Score -1.023626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -10236271.000000 Penalty: 3676.621094
	Iteration 114Q: 3 clusters Score -1.023627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
Score: -10236264.000000 Penalty: 3676.621094
	Iteration 115Q: 3 clusters Score -1.023626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 81264 members 
Entering Unmasked Estep 
Score: -10236262.000000 Penalty: 3676.621094
	Iteration 116Q: 3 clusters Score -1.023626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -10236268.000000 Penalty: 3676.621094
	Iteration 117Q: 3 clusters Score -1.023627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
Score: -10236260.000000 Penalty: 3676.621094
	Iteration 118Q: 3 clusters Score -1.023626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -10236250.000000 Penalty: 3676.621094
	Iteration 119Q: 3 clusters Score -1.023625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -10236260.000000 Penalty: 3676.621094
	Iteration 120F: 3 clusters Score -1.023626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -10236259.000000 Penalty: 3676.621094
	Iteration 121Q: 3 clusters Score -1.023626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -10236256.000000 Penalty: 3676.621094
	Iteration 122Q: 3 clusters Score -1.023626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -10236253.000000 Penalty: 3676.621094
	Iteration 123Q: 3 clusters Score -1.023625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -10236265.000000 Penalty: 3676.621094
	Iteration 124Q: 3 clusters Score -1.023626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -10236267.000000 Penalty: 3676.621094
	Iteration 125Q: 3 clusters Score -1.023627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -10236267.000000 Penalty: 3676.621094
	Iteration 126F: 3 clusters Score -1.023627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -427377.125000 Penalty: 1335.509033
	Iteration 0F: 2 clusters Score -427377.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -424189.312500 Penalty: 2671.018066
	Iteration 0F: 3 clusters Score -424189.3 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -425010.187500 Penalty: 2671.018066
	Iteration 1F: 3 clusters Score -425010.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -425182.468750 Penalty: 2671.018066
	Iteration 2F: 3 clusters Score -425182.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -425356.093750 Penalty: 2671.018066
	Iteration 3F: 3 clusters Score -425356.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -425558.968750 Penalty: 2671.018066
	Iteration 4F: 3 clusters Score -425559 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -425796.093750 Penalty: 2671.018066
	Iteration 5F: 3 clusters Score -425796.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -426059.406250 Penalty: 2671.018066
	Iteration 6F: 3 clusters Score -426059.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -426340.625000 Penalty: 2671.018066
	Iteration 7F: 3 clusters Score -426340.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -426602.875000 Penalty: 2671.018066
	Iteration 8F: 3 clusters Score -426602.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -426832.593750 Penalty: 2671.018066
	Iteration 9F: 3 clusters Score -426832.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -426966.687500 Penalty: 2671.018066
	Iteration 10Q: 3 clusters Score -426966.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -427030.062500 Penalty: 2671.018066
	Iteration 11Q: 3 clusters Score -427030.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -427068.343750 Penalty: 2671.018066
	Iteration 12Q: 3 clusters Score -427068.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -427086.062500 Penalty: 2671.018066
	Iteration 13Q: 3 clusters Score -427086.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -427094.218750 Penalty: 2671.018066
	Iteration 14Q: 3 clusters Score -427094.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -427099.156250 Penalty: 2671.018066
	Iteration 15Q: 3 clusters Score -427099.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -427101.718750 Penalty: 2671.018066
	Iteration 16Q: 3 clusters Score -427101.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -427104.312500 Penalty: 2671.018066
	Iteration 17Q: 3 clusters Score -427104.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -427106.093750 Penalty: 2671.018066
	Iteration 18Q: 3 clusters Score -427106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -427107.187500 Penalty: 2671.018066
	Iteration 19Q: 3 clusters Score -427107.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -427108.812500 Penalty: 2671.018066
	Iteration 20F: 3 clusters Score -427108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -427108.687500 Penalty: 2671.018066
	Iteration 21Q: 3 clusters Score -427108.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -427108.687500 Penalty: 2671.018066
	Iteration 22F: 3 clusters Score -427108.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -45118.980469 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -45118.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44187.957031 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -44187.96 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44361.140625 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -44361.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44401.632812 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -44401.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44430.917969 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -44430.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44448.460938 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -44448.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44460.742188 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -44460.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44462.039062 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -44462.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44469.242188 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -44469.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44474.261719 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -44474.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44474.597656 Penalty: 1970.730103
	Iteration 9Q: 3 clusters Score -44474.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44475.121094 Penalty: 1970.730103
	Iteration 10Q: 3 clusters Score -44475.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44475.121094 Penalty: 1970.730103
	Iteration 11F: 3 clusters Score -44475.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Entering Unmasked Estep 
Score: -1354722.000000 Penalty: 1514.077393
	Iteration 0F: 2 clusters Score -1354722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1346888.750000 Penalty: 3028.154785
	Iteration 0F: 3 clusters Score -1346889 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1349438.625000 Penalty: 3028.154785
	Iteration 1F: 3 clusters Score -1349439 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1349675.750000 Penalty: 3028.154785
	Iteration 2F: 3 clusters Score -1349676 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1349858.500000 Penalty: 3028.154785
	Iteration 3Q: 3 clusters Score -1349858 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1350011.250000 Penalty: 3028.154785
	Iteration 4Q: 3 clusters Score -1350011 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1350166.375000 Penalty: 3028.154785
	Iteration 5Q: 3 clusters Score -1350166 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1350342.750000 Penalty: 3028.154785
	Iteration 6Q: 3 clusters Score -1350343 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1350532.625000 Penalty: 3028.154785
	Iteration 7Q: 3 clusters Score -1350533 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1350801.375000 Penalty: 3028.154785
	Iteration 8Q: 3 clusters Score -1350801 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1351157.750000 Penalty: 3028.154785
	Iteration 9Q: 3 clusters Score -1351158 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1351567.125000 Penalty: 3028.154785
	Iteration 10F: 3 clusters Score -1351567 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1351976.125000 Penalty: 3028.154785
	Iteration 11Q: 3 clusters Score -1351976 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1352339.875000 Penalty: 3028.154785
	Iteration 12Q: 3 clusters Score -1352340 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1352598.250000 Penalty: 3028.154785
	Iteration 13Q: 3 clusters Score -1352598 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1352827.875000 Penalty: 3028.154785
	Iteration 14Q: 3 clusters Score -1352828 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1352994.500000 Penalty: 3028.154785
	Iteration 15Q: 3 clusters Score -1352994 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1353085.375000 Penalty: 3028.154785
	Iteration 16Q: 3 clusters Score -1353085 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1353128.000000 Penalty: 3028.154785
	Iteration 17Q: 3 clusters Score -1353128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1353162.875000 Penalty: 3028.154785
	Iteration 18Q: 3 clusters Score -1353163 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1353188.500000 Penalty: 3028.154785
	Iteration 19Q: 3 clusters Score -1353188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1353209.250000 Penalty: 3028.154785
	Iteration 20F: 3 clusters Score -1353209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1353238.875000 Penalty: 3028.154785
	Iteration 21Q: 3 clusters Score -1353239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1353260.375000 Penalty: 3028.154785
	Iteration 22Q: 3 clusters Score -1353260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1353272.500000 Penalty: 3028.154785
	Iteration 23Q: 3 clusters Score -1353272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1353287.875000 Penalty: 3028.154785
	Iteration 24Q: 3 clusters Score -1353288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1353299.250000 Penalty: 3028.154785
	Iteration 25Q: 3 clusters Score -1353299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1353316.500000 Penalty: 3028.154785
	Iteration 26Q: 3 clusters Score -1353316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1353334.125000 Penalty: 3028.154785
	Iteration 27Q: 3 clusters Score -1353334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1353347.875000 Penalty: 3028.154785
	Iteration 28Q: 3 clusters Score -1353348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1353355.375000 Penalty: 3028.154785
	Iteration 29Q: 3 clusters Score -1353355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1353361.625000 Penalty: 3028.154785
	Iteration 30Q: 3 clusters Score -1353362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1353360.875000 Penalty: 3028.154785
	Iteration 31Q: 3 clusters Score -1353361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1353364.750000 Penalty: 3028.154785
	Iteration 32Q: 3 clusters Score -1353365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1353370.750000 Penalty: 3028.154785
	Iteration 33Q: 3 clusters Score -1353371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1353372.875000 Penalty: 3028.154785
	Iteration 34Q: 3 clusters Score -1353373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1353379.875000 Penalty: 3028.154785
	Iteration 35Q: 3 clusters Score -1353380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1353382.375000 Penalty: 3028.154785
	Iteration 36Q: 3 clusters Score -1353382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1353386.500000 Penalty: 3028.154785
	Iteration 37Q: 3 clusters Score -1353386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1353387.625000 Penalty: 3028.154785
	Iteration 38Q: 3 clusters Score -1353388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1353389.375000 Penalty: 3028.154785
	Iteration 39Q: 3 clusters Score -1353389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1353391.375000 Penalty: 3028.154785
	Iteration 40F: 3 clusters Score -1353391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1353392.875000 Penalty: 3028.154785
	Iteration 41Q: 3 clusters Score -1353393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1353392.375000 Penalty: 3028.154785
	Iteration 42Q: 3 clusters Score -1353392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1353392.375000 Penalty: 3028.154785
	Iteration 43F: 3 clusters Score -1353392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -67811.546875 Penalty: 1053.256226
	Iteration 0F: 2 clusters Score -67811.55 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 325 members 
Entering Unmasked Estep 
Score: -66674.835938 Penalty: 2106.512451
	Iteration 0F: 3 clusters Score -66674.84 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66913.625000 Penalty: 2106.512451
	Iteration 1F: 3 clusters Score -66913.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66982.359375 Penalty: 2106.512451
	Iteration 2F: 3 clusters Score -66982.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67035.257812 Penalty: 2106.512451
	Iteration 3Q: 3 clusters Score -67035.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67071.054688 Penalty: 2106.512451
	Iteration 4Q: 3 clusters Score -67071.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67094.351562 Penalty: 2106.512451
	Iteration 5Q: 3 clusters Score -67094.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67115.906250 Penalty: 2106.512451
	Iteration 6Q: 3 clusters Score -67115.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67124.656250 Penalty: 2106.512451
	Iteration 7Q: 3 clusters Score -67124.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67128.773438 Penalty: 2106.512451
	Iteration 8Q: 3 clusters Score -67128.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67130.554688 Penalty: 2106.512451
	Iteration 9Q: 3 clusters Score -67130.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67131.687500 Penalty: 2106.512451
	Iteration 10Q: 3 clusters Score -67131.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67134.757812 Penalty: 2106.512451
	Iteration 11Q: 3 clusters Score -67134.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67135.109375 Penalty: 2106.512451
	Iteration 12Q: 3 clusters Score -67135.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67135.109375 Penalty: 2106.512451
	Iteration 13F: 3 clusters Score -67135.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -263953.281250 Penalty: 1253.852539
	Iteration 0F: 2 clusters Score -263953.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -261696.390625 Penalty: 2507.705078
	Iteration 0F: 3 clusters Score -261696.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -262186.843750 Penalty: 2507.705078
	Iteration 1F: 3 clusters Score -262186.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -262391.437500 Penalty: 2507.705078
	Iteration 2F: 3 clusters Score -262391.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -262566.406250 Penalty: 2507.705078
	Iteration 3F: 3 clusters Score -262566.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -262728.062500 Penalty: 2507.705078
	Iteration 4F: 3 clusters Score -262728.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -262845.375000 Penalty: 2507.705078
	Iteration 5F: 3 clusters Score -262845.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -262950.531250 Penalty: 2507.705078
	Iteration 6Q: 3 clusters Score -262950.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -263061.843750 Penalty: 2507.705078
	Iteration 7Q: 3 clusters Score -263061.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -263155.125000 Penalty: 2507.705078
	Iteration 8Q: 3 clusters Score -263155.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -263228.437500 Penalty: 2507.705078
	Iteration 9Q: 3 clusters Score -263228.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -263284.500000 Penalty: 2507.705078
	Iteration 10Q: 3 clusters Score -263284.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -263323.468750 Penalty: 2507.705078
	Iteration 11Q: 3 clusters Score -263323.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -263343.968750 Penalty: 2507.705078
	Iteration 12Q: 3 clusters Score -263344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -263359.125000 Penalty: 2507.705078
	Iteration 13Q: 3 clusters Score -263359.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -263371.562500 Penalty: 2507.705078
	Iteration 14Q: 3 clusters Score -263371.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -263384.000000 Penalty: 2507.705078
	Iteration 15Q: 3 clusters Score -263384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -263396.531250 Penalty: 2507.705078
	Iteration 16Q: 3 clusters Score -263396.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -263403.000000 Penalty: 2507.705078
	Iteration 17Q: 3 clusters Score -263403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -263405.500000 Penalty: 2507.705078
	Iteration 18Q: 3 clusters Score -263405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -263405.968750 Penalty: 2507.705078
	Iteration 19Q: 3 clusters Score -263406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -263405.968750 Penalty: 2507.705078
	Iteration 20F: 3 clusters Score -263406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Entering Unmasked Estep 
Score: -3167714.000000 Penalty: 1649.279053
	Iteration 0F: 2 clusters Score -3167714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3150401.500000 Penalty: 3298.558105
	Iteration 0F: 3 clusters Score -3150402 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3157142.000000 Penalty: 3298.558105
	Iteration 1F: 3 clusters Score -3157142 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3157758.000000 Penalty: 3298.558105
	Iteration 2F: 3 clusters Score -3157758 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3158398.250000 Penalty: 3298.558105
	Iteration 3F: 3 clusters Score -3158398 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3159192.750000 Penalty: 3298.558105
	Iteration 4F: 3 clusters Score -3159193 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3160253.500000 Penalty: 3298.558105
	Iteration 5F: 3 clusters Score -3160254 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3161530.250000 Penalty: 3298.558105
	Iteration 6F: 3 clusters Score -3161530 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3162807.000000 Penalty: 3298.558105
	Iteration 7F: 3 clusters Score -3162807 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3163562.000000 Penalty: 3298.558105
	Iteration 8F: 3 clusters Score -3163562 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3163860.250000 Penalty: 3298.558105
	Iteration 9Q: 3 clusters Score -3163860 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3164008.250000 Penalty: 3298.558105
	Iteration 10Q: 3 clusters Score -3164008 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3164092.750000 Penalty: 3298.558105
	Iteration 11Q: 3 clusters Score -3164093 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3164190.250000 Penalty: 3298.558105
	Iteration 12Q: 3 clusters Score -3164190 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3164290.250000 Penalty: 3298.558105
	Iteration 13Q: 3 clusters Score -3164290 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3164375.250000 Penalty: 3298.558105
	Iteration 14Q: 3 clusters Score -3164375 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3164436.000000 Penalty: 3298.558105
	Iteration 15Q: 3 clusters Score -3164436 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3164467.500000 Penalty: 3298.558105
	Iteration 16Q: 3 clusters Score -3164468 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3164483.000000 Penalty: 3298.558105
	Iteration 17Q: 3 clusters Score -3164483 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3164531.500000 Penalty: 3298.558105
	Iteration 18Q: 3 clusters Score -3164532 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3164556.000000 Penalty: 3298.558105
	Iteration 19Q: 3 clusters Score -3164556 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3164586.000000 Penalty: 3298.558105
	Iteration 20F: 3 clusters Score -3164586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3164590.750000 Penalty: 3298.558105
	Iteration 21Q: 3 clusters Score -3164591 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3164594.250000 Penalty: 3298.558105
	Iteration 22Q: 3 clusters Score -3164594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3164591.750000 Penalty: 3298.558105
	Iteration 23Q: 3 clusters Score -3164592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3164596.250000 Penalty: 3298.558105
	Iteration 24Q: 3 clusters Score -3164596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3164611.750000 Penalty: 3298.558105
	Iteration 25Q: 3 clusters Score -3164612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3164622.250000 Penalty: 3298.558105
	Iteration 26Q: 3 clusters Score -3164622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3164624.000000 Penalty: 3298.558105
	Iteration 27Q: 3 clusters Score -3164624 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3164629.500000 Penalty: 3298.558105
	Iteration 28Q: 3 clusters Score -3164630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3164637.000000 Penalty: 3298.558105
	Iteration 29Q: 3 clusters Score -3164637 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3164646.500000 Penalty: 3298.558105
	Iteration 30Q: 3 clusters Score -3164646 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3164650.500000 Penalty: 3298.558105
	Iteration 31Q: 3 clusters Score -3164650 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3164663.500000 Penalty: 3298.558105
	Iteration 32Q: 3 clusters Score -3164664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3164670.250000 Penalty: 3298.558105
	Iteration 33Q: 3 clusters Score -3164670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3164664.500000 Penalty: 3298.558105
	Iteration 34Q: 3 clusters Score -3164664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3164685.000000 Penalty: 3298.558105
	Iteration 35Q: 3 clusters Score -3164685 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3164699.250000 Penalty: 3298.558105
	Iteration 36Q: 3 clusters Score -3164699 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3164716.250000 Penalty: 3298.558105
	Iteration 37Q: 3 clusters Score -3164716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3164709.750000 Penalty: 3298.558105
	Iteration 38Q: 3 clusters Score -3164710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3164719.250000 Penalty: 3298.558105
	Iteration 39Q: 3 clusters Score -3164719 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3164741.000000 Penalty: 3298.558105
	Iteration 40F: 3 clusters Score -3164741 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3164764.000000 Penalty: 3298.558105
	Iteration 41Q: 3 clusters Score -3164764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3164774.000000 Penalty: 3298.558105
	Iteration 42Q: 3 clusters Score -3164774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3164777.500000 Penalty: 3298.558105
	Iteration 43Q: 3 clusters Score -3164778 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -3164776.750000 Penalty: 3298.558105
	Iteration 44Q: 3 clusters Score -3164777 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3164787.750000 Penalty: 3298.558105
	Iteration 45Q: 3 clusters Score -3164788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3164791.250000 Penalty: 3298.558105
	Iteration 46Q: 3 clusters Score -3164791 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3164810.250000 Penalty: 3298.558105
	Iteration 47Q: 3 clusters Score -3164810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3164817.500000 Penalty: 3298.558105
	Iteration 48Q: 3 clusters Score -3164818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3164826.500000 Penalty: 3298.558105
	Iteration 49Q: 3 clusters Score -3164826 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3164842.000000 Penalty: 3298.558105
	Iteration 50Q: 3 clusters Score -3164842 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3164849.250000 Penalty: 3298.558105
	Iteration 51Q: 3 clusters Score -3164849 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3164848.500000 Penalty: 3298.558105
	Iteration 52Q: 3 clusters Score -3164848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3164875.750000 Penalty: 3298.558105
	Iteration 53Q: 3 clusters Score -3164876 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3164888.250000 Penalty: 3298.558105
	Iteration 54Q: 3 clusters Score -3164888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3164907.000000 Penalty: 3298.558105
	Iteration 55Q: 3 clusters Score -3164907 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3164924.750000 Penalty: 3298.558105
	Iteration 56Q: 3 clusters Score -3164925 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3164935.250000 Penalty: 3298.558105
	Iteration 57Q: 3 clusters Score -3164935 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3164947.500000 Penalty: 3298.558105
	Iteration 58Q: 3 clusters Score -3164948 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3164969.000000 Penalty: 3298.558105
	Iteration 59Q: 3 clusters Score -3164969 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3164990.250000 Penalty: 3298.558105
	Iteration 60F: 3 clusters Score -3164990 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3165016.000000 Penalty: 3298.558105
	Iteration 61Q: 3 clusters Score -3165016 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3165045.500000 Penalty: 3298.558105
	Iteration 62Q: 3 clusters Score -3165046 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3165081.500000 Penalty: 3298.558105
	Iteration 63Q: 3 clusters Score -3165082 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3165116.500000 Penalty: 3298.558105
	Iteration 64Q: 3 clusters Score -3165116 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3165159.750000 Penalty: 3298.558105
	Iteration 65Q: 3 clusters Score -3165160 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3165196.000000 Penalty: 3298.558105
	Iteration 66Q: 3 clusters Score -3165196 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3165238.250000 Penalty: 3298.558105
	Iteration 67Q: 3 clusters Score -3165238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3165261.500000 Penalty: 3298.558105
	Iteration 68Q: 3 clusters Score -3165262 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3165307.000000 Penalty: 3298.558105
	Iteration 69Q: 3 clusters Score -3165307 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3165339.000000 Penalty: 3298.558105
	Iteration 70Q: 3 clusters Score -3165339 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3165379.250000 Penalty: 3298.558105
	Iteration 71Q: 3 clusters Score -3165379 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3165418.250000 Penalty: 3298.558105
	Iteration 72Q: 3 clusters Score -3165418 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -3165462.750000 Penalty: 3298.558105
	Iteration 73Q: 3 clusters Score -3165463 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -3165524.500000 Penalty: 3298.558105
	Iteration 74Q: 3 clusters Score -3165524 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3165577.750000 Penalty: 3298.558105
	Iteration 75Q: 3 clusters Score -3165578 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3165611.750000 Penalty: 3298.558105
	Iteration 76Q: 3 clusters Score -3165612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3165648.000000 Penalty: 3298.558105
	Iteration 77Q: 3 clusters Score -3165648 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3165682.500000 Penalty: 3298.558105
	Iteration 78Q: 3 clusters Score -3165682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3165709.500000 Penalty: 3298.558105
	Iteration 79Q: 3 clusters Score -3165710 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3165765.750000 Penalty: 3298.558105
	Iteration 80F: 3 clusters Score -3165766 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3165797.750000 Penalty: 3298.558105
	Iteration 81Q: 3 clusters Score -3165798 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3165828.500000 Penalty: 3298.558105
	Iteration 82Q: 3 clusters Score -3165828 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3165860.750000 Penalty: 3298.558105
	Iteration 83Q: 3 clusters Score -3165861 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3165879.750000 Penalty: 3298.558105
	Iteration 84Q: 3 clusters Score -3165880 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3165918.500000 Penalty: 3298.558105
	Iteration 85Q: 3 clusters Score -3165918 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3165944.250000 Penalty: 3298.558105
	Iteration 86Q: 3 clusters Score -3165944 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3165973.500000 Penalty: 3298.558105
	Iteration 87Q: 3 clusters Score -3165974 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3166007.750000 Penalty: 3298.558105
	Iteration 88Q: 3 clusters Score -3166008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3166041.250000 Penalty: 3298.558105
	Iteration 89Q: 3 clusters Score -3166041 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3166076.500000 Penalty: 3298.558105
	Iteration 90Q: 3 clusters Score -3166076 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3166102.750000 Penalty: 3298.558105
	Iteration 91Q: 3 clusters Score -3166103 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3166113.000000 Penalty: 3298.558105
	Iteration 92Q: 3 clusters Score -3166113 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3166131.000000 Penalty: 3298.558105
	Iteration 93Q: 3 clusters Score -3166131 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3166160.000000 Penalty: 3298.558105
	Iteration 94Q: 3 clusters Score -3166160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3166169.250000 Penalty: 3298.558105
	Iteration 95Q: 3 clusters Score -3166169 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3166190.000000 Penalty: 3298.558105
	Iteration 96Q: 3 clusters Score -3166190 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3166193.000000 Penalty: 3298.558105
	Iteration 97Q: 3 clusters Score -3166193 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3166209.500000 Penalty: 3298.558105
	Iteration 98Q: 3 clusters Score -3166210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3166222.250000 Penalty: 3298.558105
	Iteration 99Q: 3 clusters Score -3166222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3166243.250000 Penalty: 3298.558105
	Iteration 100F: 3 clusters Score -3166243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3166239.750000 Penalty: 3298.558105
	Iteration 101Q: 3 clusters Score -3166240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3166255.750000 Penalty: 3298.558105
	Iteration 102Q: 3 clusters Score -3166256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3166273.250000 Penalty: 3298.558105
	Iteration 103Q: 3 clusters Score -3166273 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3166303.750000 Penalty: 3298.558105
	Iteration 104Q: 3 clusters Score -3166304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3166319.500000 Penalty: 3298.558105
	Iteration 105Q: 3 clusters Score -3166320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3166340.000000 Penalty: 3298.558105
	Iteration 106Q: 3 clusters Score -3166340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3166356.000000 Penalty: 3298.558105
	Iteration 107Q: 3 clusters Score -3166356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3166377.250000 Penalty: 3298.558105
	Iteration 108Q: 3 clusters Score -3166377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3166386.000000 Penalty: 3298.558105
	Iteration 109Q: 3 clusters Score -3166386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3166380.750000 Penalty: 3298.558105
	Iteration 110Q: 3 clusters Score -3166381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -3166395.500000 Penalty: 3298.558105
	Iteration 111Q: 3 clusters Score -3166396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3166410.000000 Penalty: 3298.558105
	Iteration 112Q: 3 clusters Score -3166410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3166420.000000 Penalty: 3298.558105
	Iteration 113Q: 3 clusters Score -3166420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3166432.500000 Penalty: 3298.558105
	Iteration 114Q: 3 clusters Score -3166432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3166433.500000 Penalty: 3298.558105
	Iteration 115Q: 3 clusters Score -3166434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3166444.000000 Penalty: 3298.558105
	Iteration 116Q: 3 clusters Score -3166444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3166459.500000 Penalty: 3298.558105
	Iteration 117Q: 3 clusters Score -3166460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3166466.750000 Penalty: 3298.558105
	Iteration 118Q: 3 clusters Score -3166467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3166471.500000 Penalty: 3298.558105
	Iteration 119Q: 3 clusters Score -3166472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3166477.750000 Penalty: 3298.558105
	Iteration 120F: 3 clusters Score -3166478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3166487.000000 Penalty: 3298.558105
	Iteration 121Q: 3 clusters Score -3166487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3166485.750000 Penalty: 3298.558105
	Iteration 122Q: 3 clusters Score -3166486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3166499.750000 Penalty: 3298.558105
	Iteration 123Q: 3 clusters Score -3166500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3166501.000000 Penalty: 3298.558105
	Iteration 124Q: 3 clusters Score -3166501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3166504.250000 Penalty: 3298.558105
	Iteration 125Q: 3 clusters Score -3166504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3166502.500000 Penalty: 3298.558105
	Iteration 126Q: 3 clusters Score -3166502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3166503.750000 Penalty: 3298.558105
	Iteration 127Q: 3 clusters Score -3166504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3166506.500000 Penalty: 3298.558105
	Iteration 128Q: 3 clusters Score -3166506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3166509.500000 Penalty: 3298.558105
	Iteration 129Q: 3 clusters Score -3166510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3166509.250000 Penalty: 3298.558105
	Iteration 130Q: 3 clusters Score -3166509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3166516.000000 Penalty: 3298.558105
	Iteration 131Q: 3 clusters Score -3166516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3166515.750000 Penalty: 3298.558105
	Iteration 132Q: 3 clusters Score -3166516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3166515.000000 Penalty: 3298.558105
	Iteration 133Q: 3 clusters Score -3166515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3166513.250000 Penalty: 3298.558105
	Iteration 134Q: 3 clusters Score -3166513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3166519.000000 Penalty: 3298.558105
	Iteration 135Q: 3 clusters Score -3166519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3166519.000000 Penalty: 3298.558105
	Iteration 136F: 3 clusters Score -3166519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Entering Unmasked Estep 
Score: -6594708.500000 Penalty: 1764.531128
	Iteration 0F: 2 clusters Score -6594708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -6560839.500000 Penalty: 3529.062256
	Iteration 0F: 3 clusters Score -6560840 nChanged 24446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -6574801.000000 Penalty: 3529.062256
	Iteration 1F: 3 clusters Score -6574801 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -6575541.500000 Penalty: 3529.062256
	Iteration 2Q: 3 clusters Score -6575542 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -6576488.500000 Penalty: 3529.062256
	Iteration 3Q: 3 clusters Score -6576488 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -6577749.500000 Penalty: 3529.062256
	Iteration 4Q: 3 clusters Score -6577750 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -6579500.500000 Penalty: 3529.062256
	Iteration 5F: 3 clusters Score -6579500 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -6581898.000000 Penalty: 3529.062256
	Iteration 6F: 3 clusters Score -6581898 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -6584789.000000 Penalty: 3529.062256
	Iteration 7F: 3 clusters Score -6584789 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -6587435.500000 Penalty: 3529.062256
	Iteration 8F: 3 clusters Score -6587436 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -6589488.000000 Penalty: 3529.062256
	Iteration 9Q: 3 clusters Score -6589488 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -6590763.500000 Penalty: 3529.062256
	Iteration 10Q: 3 clusters Score -6590764 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -6591587.500000 Penalty: 3529.062256
	Iteration 11Q: 3 clusters Score -6591588 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -6592059.000000 Penalty: 3529.062256
	Iteration 12Q: 3 clusters Score -6592059 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -6592368.000000 Penalty: 3529.062256
	Iteration 13Q: 3 clusters Score -6592368 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -6592613.500000 Penalty: 3529.062256
	Iteration 14Q: 3 clusters Score -6592614 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -6592773.000000 Penalty: 3529.062256
	Iteration 15Q: 3 clusters Score -6592773 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -6592884.500000 Penalty: 3529.062256
	Iteration 16Q: 3 clusters Score -6592884 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -6592930.500000 Penalty: 3529.062256
	Iteration 17Q: 3 clusters Score -6592930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -6592971.000000 Penalty: 3529.062256
	Iteration 18Q: 3 clusters Score -6592971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -6593028.500000 Penalty: 3529.062256
	Iteration 19Q: 3 clusters Score -6593028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -6593063.000000 Penalty: 3529.062256
	Iteration 20F: 3 clusters Score -6593063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -6593090.500000 Penalty: 3529.062256
	Iteration 21Q: 3 clusters Score -6593090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -6593114.000000 Penalty: 3529.062256
	Iteration 22Q: 3 clusters Score -6593114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -6593125.500000 Penalty: 3529.062256
	Iteration 23Q: 3 clusters Score -6593126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -6593153.000000 Penalty: 3529.062256
	Iteration 24Q: 3 clusters Score -6593153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -6593175.500000 Penalty: 3529.062256
	Iteration 25Q: 3 clusters Score -6593176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -6593174.500000 Penalty: 3529.062256
	Iteration 26Q: 3 clusters Score -6593174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -6593185.000000 Penalty: 3529.062256
	Iteration 27Q: 3 clusters Score -6593185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -6593187.500000 Penalty: 3529.062256
	Iteration 28Q: 3 clusters Score -6593188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -6593187.500000 Penalty: 3529.062256
	Iteration 29Q: 3 clusters Score -6593188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -6593194.000000 Penalty: 3529.062256
	Iteration 30Q: 3 clusters Score -6593194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -6593195.500000 Penalty: 3529.062256
	Iteration 31Q: 3 clusters Score -6593196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -6593195.500000 Penalty: 3529.062256
	Iteration 32Q: 3 clusters Score -6593196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -6593193.000000 Penalty: 3529.062256
	Iteration 33Q: 3 clusters Score -6593193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -6593193.000000 Penalty: 3529.062256
	Iteration 34F: 3 clusters Score -6593193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -538125.937500 Penalty: 1364.631714
	Iteration 0F: 2 clusters Score -538125.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -534541.500000 Penalty: 2729.263428
	Iteration 0F: 3 clusters Score -534541.5 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -535481.500000 Penalty: 2729.263428
	Iteration 1F: 3 clusters Score -535481.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -535653.375000 Penalty: 2729.263428
	Iteration 2F: 3 clusters Score -535653.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -535745.125000 Penalty: 2729.263428
	Iteration 3Q: 3 clusters Score -535745.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -535805.687500 Penalty: 2729.263428
	Iteration 4Q: 3 clusters Score -535805.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -535862.625000 Penalty: 2729.263428
	Iteration 5Q: 3 clusters Score -535862.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -535910.000000 Penalty: 2729.263428
	Iteration 6Q: 3 clusters Score -535910 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -535947.750000 Penalty: 2729.263428
	Iteration 7Q: 3 clusters Score -535947.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -535978.937500 Penalty: 2729.263428
	Iteration 8Q: 3 clusters Score -535978.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -536005.250000 Penalty: 2729.263428
	Iteration 9Q: 3 clusters Score -536005.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -536032.375000 Penalty: 2729.263428
	Iteration 10Q: 3 clusters Score -536032.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -536054.437500 Penalty: 2729.263428
	Iteration 11Q: 3 clusters Score -536054.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -536077.125000 Penalty: 2729.263428
	Iteration 12Q: 3 clusters Score -536077.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -536098.375000 Penalty: 2729.263428
	Iteration 13Q: 3 clusters Score -536098.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -536117.437500 Penalty: 2729.263428
	Iteration 14Q: 3 clusters Score -536117.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -536134.000000 Penalty: 2729.263428
	Iteration 15Q: 3 clusters Score -536134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -536154.687500 Penalty: 2729.263428
	Iteration 16Q: 3 clusters Score -536154.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -536173.312500 Penalty: 2729.263428
	Iteration 17Q: 3 clusters Score -536173.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -536197.875000 Penalty: 2729.263428
	Iteration 18Q: 3 clusters Score -536197.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -536221.250000 Penalty: 2729.263428
	Iteration 19Q: 3 clusters Score -536221.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -536241.500000 Penalty: 2729.263428
	Iteration 20F: 3 clusters Score -536241.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -536264.375000 Penalty: 2729.263428
	Iteration 21Q: 3 clusters Score -536264.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -536287.375000 Penalty: 2729.263428
	Iteration 22Q: 3 clusters Score -536287.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -536313.062500 Penalty: 2729.263428
	Iteration 23Q: 3 clusters Score -536313.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -536335.000000 Penalty: 2729.263428
	Iteration 24Q: 3 clusters Score -536335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -536355.375000 Penalty: 2729.263428
	Iteration 25Q: 3 clusters Score -536355.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -536372.687500 Penalty: 2729.263428
	Iteration 26Q: 3 clusters Score -536372.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -536396.312500 Penalty: 2729.263428
	Iteration 27Q: 3 clusters Score -536396.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -536419.375000 Penalty: 2729.263428
	Iteration 28Q: 3 clusters Score -536419.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -536440.437500 Penalty: 2729.263428
	Iteration 29Q: 3 clusters Score -536440.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -536460.750000 Penalty: 2729.263428
	Iteration 30Q: 3 clusters Score -536460.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -536481.062500 Penalty: 2729.263428
	Iteration 31Q: 3 clusters Score -536481.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -536494.000000 Penalty: 2729.263428
	Iteration 32Q: 3 clusters Score -536494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -536509.500000 Penalty: 2729.263428
	Iteration 33Q: 3 clusters Score -536509.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -536524.687500 Penalty: 2729.263428
	Iteration 34Q: 3 clusters Score -536524.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -536535.812500 Penalty: 2729.263428
	Iteration 35Q: 3 clusters Score -536535.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -536548.625000 Penalty: 2729.263428
	Iteration 36Q: 3 clusters Score -536548.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -536559.875000 Penalty: 2729.263428
	Iteration 37Q: 3 clusters Score -536559.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -536571.250000 Penalty: 2729.263428
	Iteration 38Q: 3 clusters Score -536571.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -536581.000000 Penalty: 2729.263428
	Iteration 39Q: 3 clusters Score -536581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -536586.812500 Penalty: 2729.263428
	Iteration 40F: 3 clusters Score -536586.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -536590.875000 Penalty: 2729.263428
	Iteration 41Q: 3 clusters Score -536590.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -536593.000000 Penalty: 2729.263428
	Iteration 42Q: 3 clusters Score -536593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -536594.125000 Penalty: 2729.263428
	Iteration 43Q: 3 clusters Score -536594.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -536597.500000 Penalty: 2729.263428
	Iteration 44Q: 3 clusters Score -536597.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -536601.625000 Penalty: 2729.263428
	Iteration 45Q: 3 clusters Score -536601.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -536606.875000 Penalty: 2729.263428
	Iteration 46Q: 3 clusters Score -536606.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -536611.937500 Penalty: 2729.263428
	Iteration 47Q: 3 clusters Score -536611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -536614.687500 Penalty: 2729.263428
	Iteration 48Q: 3 clusters Score -536614.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -536614.500000 Penalty: 2729.263428
	Iteration 49Q: 3 clusters Score -536614.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -536614.500000 Penalty: 2729.263428
	Iteration 50F: 3 clusters Score -536614.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -433347.812500 Penalty: 1333.214722
	Iteration 0F: 2 clusters Score -433347.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -430210.906250 Penalty: 2666.429443
	Iteration 0F: 3 clusters Score -430210.9 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -430967.687500 Penalty: 2666.429443
	Iteration 1F: 3 clusters Score -430967.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -431114.687500 Penalty: 2666.429443
	Iteration 2F: 3 clusters Score -431114.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -431223.968750 Penalty: 2666.429443
	Iteration 3Q: 3 clusters Score -431224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -431330.250000 Penalty: 2666.429443
	Iteration 4Q: 3 clusters Score -431330.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -431473.468750 Penalty: 2666.429443
	Iteration 5Q: 3 clusters Score -431473.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -431660.437500 Penalty: 2666.429443
	Iteration 6F: 3 clusters Score -431660.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -431917.812500 Penalty: 2666.429443
	Iteration 7F: 3 clusters Score -431917.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -432192.062500 Penalty: 2666.429443
	Iteration 8F: 3 clusters Score -432192.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -432414.437500 Penalty: 2666.429443
	Iteration 9F: 3 clusters Score -432414.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -432554.375000 Penalty: 2666.429443
	Iteration 10Q: 3 clusters Score -432554.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -432638.093750 Penalty: 2666.429443
	Iteration 11Q: 3 clusters Score -432638.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -432695.343750 Penalty: 2666.429443
	Iteration 12Q: 3 clusters Score -432695.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -432743.625000 Penalty: 2666.429443
	Iteration 13Q: 3 clusters Score -432743.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -432790.406250 Penalty: 2666.429443
	Iteration 14Q: 3 clusters Score -432790.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -432831.875000 Penalty: 2666.429443
	Iteration 15Q: 3 clusters Score -432831.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -432874.000000 Penalty: 2666.429443
	Iteration 16Q: 3 clusters Score -432874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -432898.656250 Penalty: 2666.429443
	Iteration 17Q: 3 clusters Score -432898.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -432924.281250 Penalty: 2666.429443
	Iteration 18Q: 3 clusters Score -432924.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -432942.406250 Penalty: 2666.429443
	Iteration 19Q: 3 clusters Score -432942.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -432958.968750 Penalty: 2666.429443
	Iteration 20F: 3 clusters Score -432959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -432975.812500 Penalty: 2666.429443
	Iteration 21Q: 3 clusters Score -432975.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -432992.062500 Penalty: 2666.429443
	Iteration 22Q: 3 clusters Score -432992.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -433009.156250 Penalty: 2666.429443
	Iteration 23Q: 3 clusters Score -433009.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -433029.750000 Penalty: 2666.429443
	Iteration 24Q: 3 clusters Score -433029.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -433052.718750 Penalty: 2666.429443
	Iteration 25Q: 3 clusters Score -433052.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -433064.125000 Penalty: 2666.429443
	Iteration 26Q: 3 clusters Score -433064.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -433071.343750 Penalty: 2666.429443
	Iteration 27Q: 3 clusters Score -433071.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -433075.531250 Penalty: 2666.429443
	Iteration 28Q: 3 clusters Score -433075.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -433078.687500 Penalty: 2666.429443
	Iteration 29Q: 3 clusters Score -433078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -433079.187500 Penalty: 2666.429443
	Iteration 30Q: 3 clusters Score -433079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -433079.187500 Penalty: 2666.429443
	Iteration 31F: 3 clusters Score -433079.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -18630.570312 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -18630.57 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 148 members 
Entering Unmasked Estep 
Score: -17967.630859 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -17967.63 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18218.085938 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -18218.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18315.011719 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -18315.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18382.181641 Penalty: 1826.630249
	Iteration 3Q: 3 clusters Score -18382.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18396.824219 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -18396.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18404.818359 Penalty: 1826.630249
	Iteration 5Q: 3 clusters Score -18404.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18404.818359 Penalty: 1826.630249
	Iteration 6F: 3 clusters Score -18404.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -532517.312500 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -532517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -528908.625000 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -528908.6 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -529910.000000 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -529910 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -530071.687500 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -530071.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -530170.625000 Penalty: 2723.051514
	Iteration 3Q: 3 clusters Score -530170.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -530232.062500 Penalty: 2723.051514
	Iteration 4Q: 3 clusters Score -530232.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -530282.250000 Penalty: 2723.051514
	Iteration 5Q: 3 clusters Score -530282.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -530326.875000 Penalty: 2723.051514
	Iteration 6Q: 3 clusters Score -530326.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -530364.562500 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -530364.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -530395.437500 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -530395.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -530416.500000 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -530416.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -530431.312500 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -530431.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -530446.187500 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -530446.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -530457.750000 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -530457.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -530465.937500 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -530465.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -530473.375000 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -530473.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -530479.625000 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -530479.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -530484.312500 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -530484.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -530487.687500 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -530487.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -530491.875000 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -530491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -530494.125000 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -530494.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -530496.812500 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -530496.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -530498.312500 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -530498.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -530503.687500 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -530503.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -530507.375000 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -530507.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -530512.750000 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -530512.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -530518.000000 Penalty: 2723.051514
	Iteration 25Q: 3 clusters Score -530518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -530520.187500 Penalty: 2723.051514
	Iteration 26Q: 3 clusters Score -530520.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -530525.187500 Penalty: 2723.051514
	Iteration 27Q: 3 clusters Score -530525.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -530527.250000 Penalty: 2723.051514
	Iteration 28Q: 3 clusters Score -530527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -530530.062500 Penalty: 2723.051514
	Iteration 29Q: 3 clusters Score -530530.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -530533.125000 Penalty: 2723.051514
	Iteration 30Q: 3 clusters Score -530533.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -530535.375000 Penalty: 2723.051514
	Iteration 31Q: 3 clusters Score -530535.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -530539.625000 Penalty: 2723.051514
	Iteration 32Q: 3 clusters Score -530539.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -530541.437500 Penalty: 2723.051514
	Iteration 33Q: 3 clusters Score -530541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -530541.875000 Penalty: 2723.051514
	Iteration 34Q: 3 clusters Score -530541.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -530544.937500 Penalty: 2723.051514
	Iteration 35Q: 3 clusters Score -530544.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -530547.187500 Penalty: 2723.051514
	Iteration 36Q: 3 clusters Score -530547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -530548.687500 Penalty: 2723.051514
	Iteration 37Q: 3 clusters Score -530548.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -530549.687500 Penalty: 2723.051514
	Iteration 38Q: 3 clusters Score -530549.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -530551.562500 Penalty: 2723.051514
	Iteration 39Q: 3 clusters Score -530551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -530551.750000 Penalty: 2723.051514
	Iteration 40F: 3 clusters Score -530551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -530552.875000 Penalty: 2723.051514
	Iteration 41Q: 3 clusters Score -530552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -530553.625000 Penalty: 2723.051514
	Iteration 42Q: 3 clusters Score -530553.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -530555.437500 Penalty: 2723.051514
	Iteration 43Q: 3 clusters Score -530555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -530557.062500 Penalty: 2723.051514
	Iteration 44Q: 3 clusters Score -530557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -530557.687500 Penalty: 2723.051514
	Iteration 45Q: 3 clusters Score -530557.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -530558.875000 Penalty: 2723.051514
	Iteration 46Q: 3 clusters Score -530558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -530559.625000 Penalty: 2723.051514
	Iteration 47Q: 3 clusters Score -530559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -530559.625000 Penalty: 2723.051514
	Iteration 48Q: 3 clusters Score -530559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -530559.687500 Penalty: 2723.051514
	Iteration 49Q: 3 clusters Score -530559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -530560.500000 Penalty: 2723.051514
	Iteration 50Q: 3 clusters Score -530560.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -530562.437500 Penalty: 2723.051514
	Iteration 51Q: 3 clusters Score -530562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -530563.250000 Penalty: 2723.051514
	Iteration 52Q: 3 clusters Score -530563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -530562.875000 Penalty: 2723.051514
	Iteration 53Q: 3 clusters Score -530562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -530564.625000 Penalty: 2723.051514
	Iteration 54Q: 3 clusters Score -530564.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -530565.250000 Penalty: 2723.051514
	Iteration 55Q: 3 clusters Score -530565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -530567.625000 Penalty: 2723.051514
	Iteration 56Q: 3 clusters Score -530567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -530567.750000 Penalty: 2723.051514
	Iteration 57Q: 3 clusters Score -530567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -530568.750000 Penalty: 2723.051514
	Iteration 58Q: 3 clusters Score -530568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -530569.187500 Penalty: 2723.051514
	Iteration 59Q: 3 clusters Score -530569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -530569.937500 Penalty: 2723.051514
	Iteration 60F: 3 clusters Score -530569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -530570.687500 Penalty: 2723.051514
	Iteration 61Q: 3 clusters Score -530570.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -530571.437500 Penalty: 2723.051514
	Iteration 62Q: 3 clusters Score -530571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -530572.062500 Penalty: 2723.051514
	Iteration 63Q: 3 clusters Score -530572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -530573.125000 Penalty: 2723.051514
	Iteration 64Q: 3 clusters Score -530573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -530574.562500 Penalty: 2723.051514
	Iteration 65Q: 3 clusters Score -530574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -530574.750000 Penalty: 2723.051514
	Iteration 66Q: 3 clusters Score -530574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -530574.875000 Penalty: 2723.051514
	Iteration 67Q: 3 clusters Score -530574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -530574.875000 Penalty: 2723.051514
	Iteration 68F: 3 clusters Score -530574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -1007615.625000 Penalty: 1463.178833
	Iteration 0F: 2 clusters Score -1007616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1001592.562500 Penalty: 2926.357666
	Iteration 0F: 3 clusters Score -1001593 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1003464.187500 Penalty: 2926.357666
	Iteration 1F: 3 clusters Score -1003464 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1003680.250000 Penalty: 2926.357666
	Iteration 2F: 3 clusters Score -1003680 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1003843.437500 Penalty: 2926.357666
	Iteration 3F: 3 clusters Score -1003843 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1003967.062500 Penalty: 2926.357666
	Iteration 4Q: 3 clusters Score -1003967 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1004040.562500 Penalty: 2926.357666
	Iteration 5Q: 3 clusters Score -1004041 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1004103.187500 Penalty: 2926.357666
	Iteration 6Q: 3 clusters Score -1004103 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1004160.062500 Penalty: 2926.357666
	Iteration 7Q: 3 clusters Score -1004160 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1004204.750000 Penalty: 2926.357666
	Iteration 8Q: 3 clusters Score -1004205 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1004244.812500 Penalty: 2926.357666
	Iteration 9Q: 3 clusters Score -1004245 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1004282.375000 Penalty: 2926.357666
	Iteration 10Q: 3 clusters Score -1004282 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1004325.000000 Penalty: 2926.357666
	Iteration 11Q: 3 clusters Score -1004325 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1004361.562500 Penalty: 2926.357666
	Iteration 12Q: 3 clusters Score -1004362 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1004395.812500 Penalty: 2926.357666
	Iteration 13Q: 3 clusters Score -1004396 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1004443.562500 Penalty: 2926.357666
	Iteration 14Q: 3 clusters Score -1004444 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1004512.812500 Penalty: 2926.357666
	Iteration 15Q: 3 clusters Score -1004513 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1004594.750000 Penalty: 2926.357666
	Iteration 16Q: 3 clusters Score -1004595 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1004707.187500 Penalty: 2926.357666
	Iteration 17Q: 3 clusters Score -1004707 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1004856.750000 Penalty: 2926.357666
	Iteration 18Q: 3 clusters Score -1004857 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1005044.375000 Penalty: 2926.357666
	Iteration 19Q: 3 clusters Score -1005044 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1005258.187500 Penalty: 2926.357666
	Iteration 20F: 3 clusters Score -1005258 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1005454.687500 Penalty: 2926.357666
	Iteration 21Q: 3 clusters Score -1005455 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1005666.875000 Penalty: 2926.357666
	Iteration 22Q: 3 clusters Score -1005667 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1005849.312500 Penalty: 2926.357666
	Iteration 23Q: 3 clusters Score -1005849 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1006017.562500 Penalty: 2926.357666
	Iteration 24Q: 3 clusters Score -1006018 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1006132.312500 Penalty: 2926.357666
	Iteration 25Q: 3 clusters Score -1006132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1006198.312500 Penalty: 2926.357666
	Iteration 26Q: 3 clusters Score -1006198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1006236.000000 Penalty: 2926.357666
	Iteration 27Q: 3 clusters Score -1006236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1006261.750000 Penalty: 2926.357666
	Iteration 28Q: 3 clusters Score -1006262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1006276.625000 Penalty: 2926.357666
	Iteration 29Q: 3 clusters Score -1006277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1006289.000000 Penalty: 2926.357666
	Iteration 30Q: 3 clusters Score -1006289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1006296.812500 Penalty: 2926.357666
	Iteration 31Q: 3 clusters Score -1006297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1006302.875000 Penalty: 2926.357666
	Iteration 32Q: 3 clusters Score -1006303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1006309.750000 Penalty: 2926.357666
	Iteration 33Q: 3 clusters Score -1006310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1006309.937500 Penalty: 2926.357666
	Iteration 34Q: 3 clusters Score -1006310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1006311.250000 Penalty: 2926.357666
	Iteration 35Q: 3 clusters Score -1006311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1006312.812500 Penalty: 2926.357666
	Iteration 36Q: 3 clusters Score -1006313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1006312.812500 Penalty: 2926.357666
	Iteration 37F: 3 clusters Score -1006313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Entering Unmasked Estep 
Score: -9558269.000000 Penalty: 1826.215942
	Iteration 0F: 2 clusters Score -9558269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -9507837.000000 Penalty: 3652.431885
	Iteration 0F: 3 clusters Score -9507837 nChanged 35984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -9528312.000000 Penalty: 3652.431885
	Iteration 1F: 3 clusters Score -9528312 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -9528836.000000 Penalty: 3652.431885
	Iteration 2Q: 3 clusters Score -9528836 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -9529678.000000 Penalty: 3652.431885
	Iteration 3Q: 3 clusters Score -9529678 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -9530873.000000 Penalty: 3652.431885
	Iteration 4Q: 3 clusters Score -9530873 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -9532644.000000 Penalty: 3652.431885
	Iteration 5Q: 3 clusters Score -9532644 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -9535249.000000 Penalty: 3652.431885
	Iteration 6F: 3 clusters Score -9535249 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -9539069.000000 Penalty: 3652.431885
	Iteration 7F: 3 clusters Score -9539069 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -9543797.000000 Penalty: 3652.431885
	Iteration 8F: 3 clusters Score -9543797 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -9546919.000000 Penalty: 3652.431885
	Iteration 9F: 3 clusters Score -9546919 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -9548292.000000 Penalty: 3652.431885
	Iteration 10Q: 3 clusters Score -9548292 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -9548923.000000 Penalty: 3652.431885
	Iteration 11Q: 3 clusters Score -9548923 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -9549401.000000 Penalty: 3652.431885
	Iteration 12Q: 3 clusters Score -9549401 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -9549879.000000 Penalty: 3652.431885
	Iteration 13Q: 3 clusters Score -9549879 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -9550374.000000 Penalty: 3652.431885
	Iteration 14Q: 3 clusters Score -9550374 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -9550760.000000 Penalty: 3652.431885
	Iteration 15Q: 3 clusters Score -9550760 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -9551165.000000 Penalty: 3652.431885
	Iteration 16Q: 3 clusters Score -9551165 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -9551495.000000 Penalty: 3652.431885
	Iteration 17Q: 3 clusters Score -9551495 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -9551792.000000 Penalty: 3652.431885
	Iteration 18Q: 3 clusters Score -9551792 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -9552083.000000 Penalty: 3652.431885
	Iteration 19Q: 3 clusters Score -9552083 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -9552307.000000 Penalty: 3652.431885
	Iteration 20F: 3 clusters Score -9552307 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -9552459.000000 Penalty: 3652.431885
	Iteration 21Q: 3 clusters Score -9552459 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -9552590.000000 Penalty: 3652.431885
	Iteration 22Q: 3 clusters Score -9552590 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -9552712.000000 Penalty: 3652.431885
	Iteration 23Q: 3 clusters Score -9552712 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -9552788.000000 Penalty: 3652.431885
	Iteration 24Q: 3 clusters Score -9552788 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -9552792.000000 Penalty: 3652.431885
	Iteration 25Q: 3 clusters Score -9552792 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -9552833.000000 Penalty: 3652.431885
	Iteration 26Q: 3 clusters Score -9552833 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -9552856.000000 Penalty: 3652.431885
	Iteration 27Q: 3 clusters Score -9552856 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -9552881.000000 Penalty: 3652.431885
	Iteration 28Q: 3 clusters Score -9552881 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -9552932.000000 Penalty: 3652.431885
	Iteration 29Q: 3 clusters Score -9552932 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -9552955.000000 Penalty: 3652.431885
	Iteration 30Q: 3 clusters Score -9552955 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -9552932.000000 Penalty: 3652.431885
	Iteration 31Q: 3 clusters Score -9552932 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -9552966.000000 Penalty: 3652.431885
	Iteration 32Q: 3 clusters Score -9552966 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -9552951.000000 Penalty: 3652.431885
	Iteration 33Q: 3 clusters Score -9552951 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -9552967.000000 Penalty: 3652.431885
	Iteration 34Q: 3 clusters Score -9552967 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -9552973.000000 Penalty: 3652.431885
	Iteration 35Q: 3 clusters Score -9552973 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -9552998.000000 Penalty: 3652.431885
	Iteration 36Q: 3 clusters Score -9552998 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -9553014.000000 Penalty: 3652.431885
	Iteration 37Q: 3 clusters Score -9553014 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -9553027.000000 Penalty: 3652.431885
	Iteration 38Q: 3 clusters Score -9553027 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -9553039.000000 Penalty: 3652.431885
	Iteration 39Q: 3 clusters Score -9553039 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -9553041.000000 Penalty: 3652.431885
	Iteration 40F: 3 clusters Score -9553041 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -9553098.000000 Penalty: 3652.431885
	Iteration 41Q: 3 clusters Score -9553098 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -9553088.000000 Penalty: 3652.431885
	Iteration 42Q: 3 clusters Score -9553088 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -9553084.000000 Penalty: 3652.431885
	Iteration 43Q: 3 clusters Score -9553084 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -9553088.000000 Penalty: 3652.431885
	Iteration 44Q: 3 clusters Score -9553088 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -9553118.000000 Penalty: 3652.431885
	Iteration 45Q: 3 clusters Score -9553118 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -9553153.000000 Penalty: 3652.431885
	Iteration 46Q: 3 clusters Score -9553153 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -9553206.000000 Penalty: 3652.431885
	Iteration 47Q: 3 clusters Score -9553206 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -9553220.000000 Penalty: 3652.431885
	Iteration 48Q: 3 clusters Score -9553220 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -9553214.000000 Penalty: 3652.431885
	Iteration 49Q: 3 clusters Score -9553214 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -9553270.000000 Penalty: 3652.431885
	Iteration 50Q: 3 clusters Score -9553270 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -9553285.000000 Penalty: 3652.431885
	Iteration 51Q: 3 clusters Score -9553285 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -9553295.000000 Penalty: 3652.431885
	Iteration 52Q: 3 clusters Score -9553295 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -9553354.000000 Penalty: 3652.431885
	Iteration 53Q: 3 clusters Score -9553354 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -9553378.000000 Penalty: 3652.431885
	Iteration 54Q: 3 clusters Score -9553378 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -9553417.000000 Penalty: 3652.431885
	Iteration 55Q: 3 clusters Score -9553417 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -9553458.000000 Penalty: 3652.431885
	Iteration 56Q: 3 clusters Score -9553458 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -9553495.000000 Penalty: 3652.431885
	Iteration 57Q: 3 clusters Score -9553495 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -9553541.000000 Penalty: 3652.431885
	Iteration 58Q: 3 clusters Score -9553541 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -9553540.000000 Penalty: 3652.431885
	Iteration 59Q: 3 clusters Score -9553540 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -9553574.000000 Penalty: 3652.431885
	Iteration 60F: 3 clusters Score -9553574 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -9553616.000000 Penalty: 3652.431885
	Iteration 61Q: 3 clusters Score -9553616 nChanged 333
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Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 11561 members 
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Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65097 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66050 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 67917 members 
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Mstep: Class 1 contains 68122 members 
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Mstep: Class 1 contains 68746 members 
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Mstep: Class 1 contains 68935 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 69127 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 69300 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9556633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9556634.000000 Penalty: 3652.431885
	Iteration 155Q: 3 clusters Score -9556634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -9556629.000000 Penalty: 3652.431885
	Iteration 156Q: 3 clusters Score -9556629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -9556625.000000 Penalty: 3652.431885
	Iteration 157Q: 3 clusters Score -9556625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -9556623.000000 Penalty: 3652.431885
	Iteration 158Q: 3 clusters Score -9556623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -9556620.000000 Penalty: 3652.431885
	Iteration 159Q: 3 clusters Score -9556620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9556625.000000 Penalty: 3652.431885
	Iteration 160F: 3 clusters Score -9556625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -9556635.000000 Penalty: 3652.431885
	Iteration 161Q: 3 clusters Score -9556635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -9556649.000000 Penalty: 3652.431885
	Iteration 162Q: 3 clusters Score -9556649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -9556644.000000 Penalty: 3652.431885
	Iteration 163Q: 3 clusters Score -9556644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -9556643.000000 Penalty: 3652.431885
	Iteration 164Q: 3 clusters Score -9556643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -9556648.000000 Penalty: 3652.431885
	Iteration 165Q: 3 clusters Score -9556648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -9556652.000000 Penalty: 3652.431885
	Iteration 166Q: 3 clusters Score -9556652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -9556654.000000 Penalty: 3652.431885
	Iteration 167Q: 3 clusters Score -9556654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -9556655.000000 Penalty: 3652.431885
	Iteration 168Q: 3 clusters Score -9556655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -9556665.000000 Penalty: 3652.431885
	Iteration 169Q: 3 clusters Score -9556665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -9556666.000000 Penalty: 3652.431885
	Iteration 170Q: 3 clusters Score -9556666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -9556654.000000 Penalty: 3652.431885
	Iteration 171Q: 3 clusters Score -9556654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -9556654.000000 Penalty: 3652.431885
	Iteration 172Q: 3 clusters Score -9556654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9556652.000000 Penalty: 3652.431885
	Iteration 173Q: 3 clusters Score -9556652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -9556653.000000 Penalty: 3652.431885
	Iteration 174Q: 3 clusters Score -9556653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -9556654.000000 Penalty: 3652.431885
	Iteration 175Q: 3 clusters Score -9556654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -9556647.000000 Penalty: 3652.431885
	Iteration 176Q: 3 clusters Score -9556647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9556646.000000 Penalty: 3652.431885
	Iteration 177Q: 3 clusters Score -9556646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -9556653.000000 Penalty: 3652.431885
	Iteration 178Q: 3 clusters Score -9556653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -9556654.000000 Penalty: 3652.431885
	Iteration 179Q: 3 clusters Score -9556654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -9556661.000000 Penalty: 3652.431885
	Iteration 180F: 3 clusters Score -9556661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -9556653.000000 Penalty: 3652.431885
	Iteration 181Q: 3 clusters Score -9556653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9556653.000000 Penalty: 3652.431885
	Iteration 182Q: 3 clusters Score -9556653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -9556659.000000 Penalty: 3652.431885
	Iteration 183Q: 3 clusters Score -9556659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -9556655.000000 Penalty: 3652.431885
	Iteration 184Q: 3 clusters Score -9556655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -9556648.000000 Penalty: 3652.431885
	Iteration 185Q: 3 clusters Score -9556648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -9556649.000000 Penalty: 3652.431885
	Iteration 186Q: 3 clusters Score -9556649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9556652.000000 Penalty: 3652.431885
	Iteration 187Q: 3 clusters Score -9556652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -9556653.000000 Penalty: 3652.431885
	Iteration 188Q: 3 clusters Score -9556653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -9556656.000000 Penalty: 3652.431885
	Iteration 189Q: 3 clusters Score -9556656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -9556655.000000 Penalty: 3652.431885
	Iteration 190Q: 3 clusters Score -9556655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -9556657.000000 Penalty: 3652.431885
	Iteration 191Q: 3 clusters Score -9556657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -9556663.000000 Penalty: 3652.431885
	Iteration 192Q: 3 clusters Score -9556663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -9556666.000000 Penalty: 3652.431885
	Iteration 193Q: 3 clusters Score -9556666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -9556662.000000 Penalty: 3652.431885
	Iteration 194Q: 3 clusters Score -9556662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -9556665.000000 Penalty: 3652.431885
	Iteration 195Q: 3 clusters Score -9556665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -9556667.000000 Penalty: 3652.431885
	Iteration 196Q: 3 clusters Score -9556667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -9556665.000000 Penalty: 3652.431885
	Iteration 197Q: 3 clusters Score -9556665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9556673.000000 Penalty: 3652.431885
	Iteration 198Q: 3 clusters Score -9556673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9556675.000000 Penalty: 3652.431885
	Iteration 199Q: 3 clusters Score -9556675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -9556671.000000 Penalty: 3652.431885
	Iteration 200F: 3 clusters Score -9556671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9556669.000000 Penalty: 3652.431885
	Iteration 201Q: 3 clusters Score -9556669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9556668.000000 Penalty: 3652.431885
	Iteration 202Q: 3 clusters Score -9556668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -9556668.000000 Penalty: 3652.431885
	Iteration 203Q: 3 clusters Score -9556668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -9556673.000000 Penalty: 3652.431885
	Iteration 204Q: 3 clusters Score -9556673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -9556669.000000 Penalty: 3652.431885
	Iteration 205Q: 3 clusters Score -9556669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -9556677.000000 Penalty: 3652.431885
	Iteration 206Q: 3 clusters Score -9556677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -9556682.000000 Penalty: 3652.431885
	Iteration 207Q: 3 clusters Score -9556682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -9556682.000000 Penalty: 3652.431885
	Iteration 208F: 3 clusters Score -9556682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Entering Unmasked Estep 
Score: -9006203.000000 Penalty: 1819.596313
	Iteration 0F: 2 clusters Score -9006203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -8957402.000000 Penalty: 3639.192627
	Iteration 0F: 3 clusters Score -8957402 nChanged 34607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -8977345.000000 Penalty: 3639.192627
	Iteration 1F: 3 clusters Score -8977345 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -8977936.000000 Penalty: 3639.192627
	Iteration 2Q: 3 clusters Score -8977936 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -8978539.000000 Penalty: 3639.192627
	Iteration 3Q: 3 clusters Score -8978539 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -8979194.000000 Penalty: 3639.192627
	Iteration 4Q: 3 clusters Score -8979194 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -8980085.000000 Penalty: 3639.192627
	Iteration 5Q: 3 clusters Score -8980085 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -8981493.000000 Penalty: 3639.192627
	Iteration 6Q: 3 clusters Score -8981493 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -8983688.000000 Penalty: 3639.192627
	Iteration 7F: 3 clusters Score -8983688 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -8987111.000000 Penalty: 3639.192627
	Iteration 8F: 3 clusters Score -8987111 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -8991647.000000 Penalty: 3639.192627
	Iteration 9F: 3 clusters Score -8991647 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -8996563.000000 Penalty: 3639.192627
	Iteration 10F: 3 clusters Score -8996563 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -9000414.000000 Penalty: 3639.192627
	Iteration 11F: 3 clusters Score -9000414 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 70763 members 
Entering Unmasked Estep 
Score: -9002726.000000 Penalty: 3639.192627
	Iteration 12Q: 3 clusters Score -9002726 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -9003794.000000 Penalty: 3639.192627
	Iteration 13Q: 3 clusters Score -9003794 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -9004250.000000 Penalty: 3639.192627
	Iteration 14Q: 3 clusters Score -9004250 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -9004417.000000 Penalty: 3639.192627
	Iteration 15Q: 3 clusters Score -9004417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -9004499.000000 Penalty: 3639.192627
	Iteration 16Q: 3 clusters Score -9004499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -9004535.000000 Penalty: 3639.192627
	Iteration 17Q: 3 clusters Score -9004535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -9004551.000000 Penalty: 3639.192627
	Iteration 18Q: 3 clusters Score -9004551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -9004570.000000 Penalty: 3639.192627
	Iteration 19Q: 3 clusters Score -9004570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -9004578.000000 Penalty: 3639.192627
	Iteration 20F: 3 clusters Score -9004578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -9004585.000000 Penalty: 3639.192627
	Iteration 21Q: 3 clusters Score -9004585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -9004587.000000 Penalty: 3639.192627
	Iteration 22Q: 3 clusters Score -9004587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -9004584.000000 Penalty: 3639.192627
	Iteration 23Q: 3 clusters Score -9004584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -9004591.000000 Penalty: 3639.192627
	Iteration 24Q: 3 clusters Score -9004591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -9004591.000000 Penalty: 3639.192627
	Iteration 25Q: 3 clusters Score -9004591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -9004595.000000 Penalty: 3639.192627
	Iteration 26Q: 3 clusters Score -9004595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -9004597.000000 Penalty: 3639.192627
	Iteration 27Q: 3 clusters Score -9004597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -9004597.000000 Penalty: 3639.192627
	Iteration 28Q: 3 clusters Score -9004597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 72733 members 
Entering Unmasked Estep 
Score: -9004598.000000 Penalty: 3639.192627
	Iteration 29Q: 3 clusters Score -9004598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -9004606.000000 Penalty: 3639.192627
	Iteration 30Q: 3 clusters Score -9004606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -9004612.000000 Penalty: 3639.192627
	Iteration 31Q: 3 clusters Score -9004612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -9004613.000000 Penalty: 3639.192627
	Iteration 32Q: 3 clusters Score -9004613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -9004612.000000 Penalty: 3639.192627
	Iteration 33Q: 3 clusters Score -9004612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -9004615.000000 Penalty: 3639.192627
	Iteration 34Q: 3 clusters Score -9004615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -9004610.000000 Penalty: 3639.192627
	Iteration 35Q: 3 clusters Score -9004610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -9004607.000000 Penalty: 3639.192627
	Iteration 36Q: 3 clusters Score -9004607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -9004616.000000 Penalty: 3639.192627
	Iteration 37Q: 3 clusters Score -9004616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -9004612.000000 Penalty: 3639.192627
	Iteration 38Q: 3 clusters Score -9004612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -9004622.000000 Penalty: 3639.192627
	Iteration 39Q: 3 clusters Score -9004622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -9004620.000000 Penalty: 3639.192627
	Iteration 40F: 3 clusters Score -9004620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -35016.062500 Penalty: 956.491943
	Iteration 0F: 2 clusters Score -35016.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34090.941406 Penalty: 1912.983887
	Iteration 0F: 3 clusters Score -34090.94 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34304.652344 Penalty: 1912.983887
	Iteration 1F: 3 clusters Score -34304.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34442.218750 Penalty: 1912.983887
	Iteration 2F: 3 clusters Score -34442.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34518.199219 Penalty: 1912.983887
	Iteration 3F: 3 clusters Score -34518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34571.226562 Penalty: 1912.983887
	Iteration 4Q: 3 clusters Score -34571.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34614.437500 Penalty: 1912.983887
	Iteration 5Q: 3 clusters Score -34614.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34648.285156 Penalty: 1912.983887
	Iteration 6Q: 3 clusters Score -34648.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34678.953125 Penalty: 1912.983887
	Iteration 7Q: 3 clusters Score -34678.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34692.750000 Penalty: 1912.983887
	Iteration 8Q: 3 clusters Score -34692.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34702.718750 Penalty: 1912.983887
	Iteration 9Q: 3 clusters Score -34702.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34710.285156 Penalty: 1912.983887
	Iteration 10Q: 3 clusters Score -34710.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34714.933594 Penalty: 1912.983887
	Iteration 11Q: 3 clusters Score -34714.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34722.867188 Penalty: 1912.983887
	Iteration 12Q: 3 clusters Score -34722.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34727.757812 Penalty: 1912.983887
	Iteration 13Q: 3 clusters Score -34727.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34727.757812 Penalty: 1912.983887
	Iteration 14F: 3 clusters Score -34727.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Entering Unmasked Estep 
Score: -1250501.875000 Penalty: 1503.069336
	Iteration 0F: 2 clusters Score -1250502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1243065.250000 Penalty: 3006.138672
	Iteration 0F: 3 clusters Score -1243065 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1245878.625000 Penalty: 3006.138672
	Iteration 1F: 3 clusters Score -1245879 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1246510.250000 Penalty: 3006.138672
	Iteration 2F: 3 clusters Score -1246510 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1247110.250000 Penalty: 3006.138672
	Iteration 3F: 3 clusters Score -1247110 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1247668.125000 Penalty: 3006.138672
	Iteration 4F: 3 clusters Score -1247668 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1248201.625000 Penalty: 3006.138672
	Iteration 5F: 3 clusters Score -1248202 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1248618.375000 Penalty: 3006.138672
	Iteration 6F: 3 clusters Score -1248618 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1248931.125000 Penalty: 3006.138672
	Iteration 7Q: 3 clusters Score -1248931 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1249141.750000 Penalty: 3006.138672
	Iteration 8Q: 3 clusters Score -1249142 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1249299.125000 Penalty: 3006.138672
	Iteration 9Q: 3 clusters Score -1249299 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1249430.500000 Penalty: 3006.138672
	Iteration 10Q: 3 clusters Score -1249430 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1249511.125000 Penalty: 3006.138672
	Iteration 11Q: 3 clusters Score -1249511 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1249572.000000 Penalty: 3006.138672
	Iteration 12Q: 3 clusters Score -1249572 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1249612.000000 Penalty: 3006.138672
	Iteration 13Q: 3 clusters Score -1249612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1249640.875000 Penalty: 3006.138672
	Iteration 14Q: 3 clusters Score -1249641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1249672.750000 Penalty: 3006.138672
	Iteration 15Q: 3 clusters Score -1249673 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1249697.875000 Penalty: 3006.138672
	Iteration 16Q: 3 clusters Score -1249698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1249707.500000 Penalty: 3006.138672
	Iteration 17Q: 3 clusters Score -1249708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1249713.125000 Penalty: 3006.138672
	Iteration 18Q: 3 clusters Score -1249713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1249725.375000 Penalty: 3006.138672
	Iteration 19Q: 3 clusters Score -1249725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1249724.750000 Penalty: 3006.138672
	Iteration 20F: 3 clusters Score -1249725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1249733.375000 Penalty: 3006.138672
	Iteration 21Q: 3 clusters Score -1249733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1249737.000000 Penalty: 3006.138672
	Iteration 22Q: 3 clusters Score -1249737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1249739.875000 Penalty: 3006.138672
	Iteration 23Q: 3 clusters Score -1249740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1249740.000000 Penalty: 3006.138672
	Iteration 24Q: 3 clusters Score -1249740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1249741.125000 Penalty: 3006.138672
	Iteration 25Q: 3 clusters Score -1249741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1249741.875000 Penalty: 3006.138672
	Iteration 26Q: 3 clusters Score -1249742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1249743.500000 Penalty: 3006.138672
	Iteration 27Q: 3 clusters Score -1249744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1249744.750000 Penalty: 3006.138672
	Iteration 28Q: 3 clusters Score -1249745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1249746.750000 Penalty: 3006.138672
	Iteration 29Q: 3 clusters Score -1249747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1249748.625000 Penalty: 3006.138672
	Iteration 30Q: 3 clusters Score -1249749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1249745.750000 Penalty: 3006.138672
	Iteration 31Q: 3 clusters Score -1249746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1249749.250000 Penalty: 3006.138672
	Iteration 32Q: 3 clusters Score -1249749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1249749.750000 Penalty: 3006.138672
	Iteration 33Q: 3 clusters Score -1249750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1249750.875000 Penalty: 3006.138672
	Iteration 34Q: 3 clusters Score -1249751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1249750.625000 Penalty: 3006.138672
	Iteration 35Q: 3 clusters Score -1249751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1249751.375000 Penalty: 3006.138672
	Iteration 36Q: 3 clusters Score -1249751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1249753.625000 Penalty: 3006.138672
	Iteration 37Q: 3 clusters Score -1249754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1249754.375000 Penalty: 3006.138672
	Iteration 38Q: 3 clusters Score -1249754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1249751.500000 Penalty: 3006.138672
	Iteration 39Q: 3 clusters Score -1249752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1249751.500000 Penalty: 3006.138672
	Iteration 40F: 3 clusters Score -1249752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -186628.031250 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -186628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -184760.062500 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -184760.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -185171.937500 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -185171.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -185251.328125 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -185251.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -185306.890625 Penalty: 2408.559326
	Iteration 3Q: 3 clusters Score -185306.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -185339.218750 Penalty: 2408.559326
	Iteration 4Q: 3 clusters Score -185339.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -185366.859375 Penalty: 2408.559326
	Iteration 5Q: 3 clusters Score -185366.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -185396.500000 Penalty: 2408.559326
	Iteration 6Q: 3 clusters Score -185396.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -185420.078125 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -185420.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -185435.718750 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -185435.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -185447.125000 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -185447.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -185462.046875 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -185462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -185476.468750 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -185476.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -185491.062500 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -185491.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -185506.203125 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -185506.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -185516.234375 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -185516.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -185524.078125 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -185524.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -185533.468750 Penalty: 2408.559326
	Iteration 16Q: 3 clusters Score -185533.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -185540.375000 Penalty: 2408.559326
	Iteration 17Q: 3 clusters Score -185540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -185542.828125 Penalty: 2408.559326
	Iteration 18Q: 3 clusters Score -185542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -185545.015625 Penalty: 2408.559326
	Iteration 19Q: 3 clusters Score -185545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -185549.812500 Penalty: 2408.559326
	Iteration 20F: 3 clusters Score -185549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -185553.406250 Penalty: 2408.559326
	Iteration 21Q: 3 clusters Score -185553.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -185558.468750 Penalty: 2408.559326
	Iteration 22Q: 3 clusters Score -185558.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -185562.406250 Penalty: 2408.559326
	Iteration 23Q: 3 clusters Score -185562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -185564.062500 Penalty: 2408.559326
	Iteration 24Q: 3 clusters Score -185564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -185570.015625 Penalty: 2408.559326
	Iteration 25Q: 3 clusters Score -185570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -185573.390625 Penalty: 2408.559326
	Iteration 26Q: 3 clusters Score -185573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -185575.218750 Penalty: 2408.559326
	Iteration 27Q: 3 clusters Score -185575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -185575.546875 Penalty: 2408.559326
	Iteration 28Q: 3 clusters Score -185575.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -185575.546875 Penalty: 2408.559326
	Iteration 29F: 3 clusters Score -185575.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -197820.593750 Penalty: 1210.164917
	Iteration 0F: 2 clusters Score -197820.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -195918.625000 Penalty: 2420.329834
	Iteration 0F: 3 clusters Score -195918.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -196345.421875 Penalty: 2420.329834
	Iteration 1F: 3 clusters Score -196345.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -196486.046875 Penalty: 2420.329834
	Iteration 2F: 3 clusters Score -196486 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -196555.859375 Penalty: 2420.329834
	Iteration 3F: 3 clusters Score -196555.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196594.109375 Penalty: 2420.329834
	Iteration 4Q: 3 clusters Score -196594.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -196617.281250 Penalty: 2420.329834
	Iteration 5Q: 3 clusters Score -196617.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -196634.609375 Penalty: 2420.329834
	Iteration 6Q: 3 clusters Score -196634.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -196647.046875 Penalty: 2420.329834
	Iteration 7Q: 3 clusters Score -196647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -196659.734375 Penalty: 2420.329834
	Iteration 8Q: 3 clusters Score -196659.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -196676.656250 Penalty: 2420.329834
	Iteration 9Q: 3 clusters Score -196676.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -196694.593750 Penalty: 2420.329834
	Iteration 10Q: 3 clusters Score -196694.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -196716.984375 Penalty: 2420.329834
	Iteration 11Q: 3 clusters Score -196717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -196733.859375 Penalty: 2420.329834
	Iteration 12Q: 3 clusters Score -196733.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -196751.562500 Penalty: 2420.329834
	Iteration 13Q: 3 clusters Score -196751.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -196766.515625 Penalty: 2420.329834
	Iteration 14Q: 3 clusters Score -196766.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -196777.625000 Penalty: 2420.329834
	Iteration 15Q: 3 clusters Score -196777.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -196802.625000 Penalty: 2420.329834
	Iteration 16Q: 3 clusters Score -196802.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -196823.937500 Penalty: 2420.329834
	Iteration 17Q: 3 clusters Score -196823.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -196851.250000 Penalty: 2420.329834
	Iteration 18Q: 3 clusters Score -196851.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -196882.640625 Penalty: 2420.329834
	Iteration 19Q: 3 clusters Score -196882.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -196911.234375 Penalty: 2420.329834
	Iteration 20F: 3 clusters Score -196911.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -196933.953125 Penalty: 2420.329834
	Iteration 21Q: 3 clusters Score -196934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -196962.953125 Penalty: 2420.329834
	Iteration 22Q: 3 clusters Score -196963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196989.828125 Penalty: 2420.329834
	Iteration 23Q: 3 clusters Score -196989.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -197017.140625 Penalty: 2420.329834
	Iteration 24Q: 3 clusters Score -197017.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -197052.562500 Penalty: 2420.329834
	Iteration 25Q: 3 clusters Score -197052.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -197100.906250 Penalty: 2420.329834
	Iteration 26Q: 3 clusters Score -197100.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -197168.578125 Penalty: 2420.329834
	Iteration 27Q: 3 clusters Score -197168.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -197215.281250 Penalty: 2420.329834
	Iteration 28Q: 3 clusters Score -197215.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -197251.984375 Penalty: 2420.329834
	Iteration 29Q: 3 clusters Score -197252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -197283.312500 Penalty: 2420.329834
	Iteration 30Q: 3 clusters Score -197283.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -197316.671875 Penalty: 2420.329834
	Iteration 31Q: 3 clusters Score -197316.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -197341.781250 Penalty: 2420.329834
	Iteration 32Q: 3 clusters Score -197341.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -197364.531250 Penalty: 2420.329834
	Iteration 33Q: 3 clusters Score -197364.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -197380.640625 Penalty: 2420.329834
	Iteration 34Q: 3 clusters Score -197380.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -197394.093750 Penalty: 2420.329834
	Iteration 35Q: 3 clusters Score -197394.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -197400.796875 Penalty: 2420.329834
	Iteration 36Q: 3 clusters Score -197400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -197401.671875 Penalty: 2420.329834
	Iteration 37Q: 3 clusters Score -197401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -197403.000000 Penalty: 2420.329834
	Iteration 38Q: 3 clusters Score -197403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -197407.390625 Penalty: 2420.329834
	Iteration 39Q: 3 clusters Score -197407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -197409.328125 Penalty: 2420.329834
	Iteration 40F: 3 clusters Score -197409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -197410.984375 Penalty: 2420.329834
	Iteration 41Q: 3 clusters Score -197411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -197415.046875 Penalty: 2420.329834
	Iteration 42Q: 3 clusters Score -197415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -197419.437500 Penalty: 2420.329834
	Iteration 43Q: 3 clusters Score -197419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -197420.734375 Penalty: 2420.329834
	Iteration 44Q: 3 clusters Score -197420.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -197422.343750 Penalty: 2420.329834
	Iteration 45Q: 3 clusters Score -197422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -197423.468750 Penalty: 2420.329834
	Iteration 46Q: 3 clusters Score -197423.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -197424.406250 Penalty: 2420.329834
	Iteration 47Q: 3 clusters Score -197424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -197424.828125 Penalty: 2420.329834
	Iteration 48Q: 3 clusters Score -197424.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -197424.890625 Penalty: 2420.329834
	Iteration 49Q: 3 clusters Score -197424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -197424.890625 Penalty: 2420.329834
	Iteration 50F: 3 clusters Score -197424.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Entering Unmasked Estep 
Score: -960434.687500 Penalty: 1459.093750
	Iteration 0F: 2 clusters Score -960434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -954608.937500 Penalty: 2918.187500
	Iteration 0F: 3 clusters Score -954608.9 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -956364.750000 Penalty: 2918.187500
	Iteration 1F: 3 clusters Score -956364.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -956574.750000 Penalty: 2918.187500
	Iteration 2F: 3 clusters Score -956574.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -956750.625000 Penalty: 2918.187500
	Iteration 3Q: 3 clusters Score -956750.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -956924.437500 Penalty: 2918.187500
	Iteration 4Q: 3 clusters Score -956924.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -957085.187500 Penalty: 2918.187500
	Iteration 5Q: 3 clusters Score -957085.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -957242.750000 Penalty: 2918.187500
	Iteration 6Q: 3 clusters Score -957242.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -957385.125000 Penalty: 2918.187500
	Iteration 7Q: 3 clusters Score -957385.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -957530.750000 Penalty: 2918.187500
	Iteration 8Q: 3 clusters Score -957530.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -957658.187500 Penalty: 2918.187500
	Iteration 9Q: 3 clusters Score -957658.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -957776.625000 Penalty: 2918.187500
	Iteration 10Q: 3 clusters Score -957776.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -957901.500000 Penalty: 2918.187500
	Iteration 11Q: 3 clusters Score -957901.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -958038.062500 Penalty: 2918.187500
	Iteration 12Q: 3 clusters Score -958038.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -958234.125000 Penalty: 2918.187500
	Iteration 13Q: 3 clusters Score -958234.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -958440.125000 Penalty: 2918.187500
	Iteration 14Q: 3 clusters Score -958440.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -958632.312500 Penalty: 2918.187500
	Iteration 15Q: 3 clusters Score -958632.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -958781.187500 Penalty: 2918.187500
	Iteration 16Q: 3 clusters Score -958781.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -958912.375000 Penalty: 2918.187500
	Iteration 17Q: 3 clusters Score -958912.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -959018.937500 Penalty: 2918.187500
	Iteration 18Q: 3 clusters Score -959018.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -959092.625000 Penalty: 2918.187500
	Iteration 19Q: 3 clusters Score -959092.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -959142.750000 Penalty: 2918.187500
	Iteration 20F: 3 clusters Score -959142.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -959182.375000 Penalty: 2918.187500
	Iteration 21Q: 3 clusters Score -959182.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -959206.062500 Penalty: 2918.187500
	Iteration 22Q: 3 clusters Score -959206.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -959230.625000 Penalty: 2918.187500
	Iteration 23Q: 3 clusters Score -959230.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -959249.562500 Penalty: 2918.187500
	Iteration 24Q: 3 clusters Score -959249.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -959267.812500 Penalty: 2918.187500
	Iteration 25Q: 3 clusters Score -959267.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -959286.000000 Penalty: 2918.187500
	Iteration 26Q: 3 clusters Score -959286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -959309.062500 Penalty: 2918.187500
	Iteration 27Q: 3 clusters Score -959309.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -959332.312500 Penalty: 2918.187500
	Iteration 28Q: 3 clusters Score -959332.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -959344.437500 Penalty: 2918.187500
	Iteration 29Q: 3 clusters Score -959344.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -959353.312500 Penalty: 2918.187500
	Iteration 30Q: 3 clusters Score -959353.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -959365.875000 Penalty: 2918.187500
	Iteration 31Q: 3 clusters Score -959365.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -959373.250000 Penalty: 2918.187500
	Iteration 32Q: 3 clusters Score -959373.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -959375.875000 Penalty: 2918.187500
	Iteration 33Q: 3 clusters Score -959375.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -959376.562500 Penalty: 2918.187500
	Iteration 34Q: 3 clusters Score -959376.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -959377.625000 Penalty: 2918.187500
	Iteration 35Q: 3 clusters Score -959377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -959382.437500 Penalty: 2918.187500
	Iteration 36Q: 3 clusters Score -959382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -959381.062500 Penalty: 2918.187500
	Iteration 37Q: 3 clusters Score -959381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -959380.437500 Penalty: 2918.187500
	Iteration 38Q: 3 clusters Score -959380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -959381.375000 Penalty: 2918.187500
	Iteration 39Q: 3 clusters Score -959381.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -959381.375000 Penalty: 2918.187500
	Iteration 40F: 3 clusters Score -959381.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -140701.265625 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -140701.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -139121.984375 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -139122 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -139389.109375 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -139389.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139477.406250 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -139477.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -139522.906250 Penalty: 2312.300049
	Iteration 3Q: 3 clusters Score -139522.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -139546.781250 Penalty: 2312.300049
	Iteration 4Q: 3 clusters Score -139546.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -139572.734375 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -139572.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -139601.000000 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -139601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -139630.156250 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -139630.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -139674.812500 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -139674.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -139711.046875 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -139711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -139745.625000 Penalty: 2312.300049
	Iteration 10Q: 3 clusters Score -139745.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -139772.921875 Penalty: 2312.300049
	Iteration 11Q: 3 clusters Score -139772.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -139806.281250 Penalty: 2312.300049
	Iteration 12Q: 3 clusters Score -139806.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -139829.328125 Penalty: 2312.300049
	Iteration 13Q: 3 clusters Score -139829.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -139852.203125 Penalty: 2312.300049
	Iteration 14Q: 3 clusters Score -139852.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -139863.203125 Penalty: 2312.300049
	Iteration 15Q: 3 clusters Score -139863.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -139876.625000 Penalty: 2312.300049
	Iteration 16Q: 3 clusters Score -139876.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -139889.531250 Penalty: 2312.300049
	Iteration 17Q: 3 clusters Score -139889.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -139903.265625 Penalty: 2312.300049
	Iteration 18Q: 3 clusters Score -139903.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -139916.281250 Penalty: 2312.300049
	Iteration 19Q: 3 clusters Score -139916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -139925.312500 Penalty: 2312.300049
	Iteration 20F: 3 clusters Score -139925.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -139943.171875 Penalty: 2312.300049
	Iteration 21Q: 3 clusters Score -139943.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -139967.656250 Penalty: 2312.300049
	Iteration 22Q: 3 clusters Score -139967.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -139996.531250 Penalty: 2312.300049
	Iteration 23Q: 3 clusters Score -139996.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -140017.937500 Penalty: 2312.300049
	Iteration 24Q: 3 clusters Score -140017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -140038.968750 Penalty: 2312.300049
	Iteration 25Q: 3 clusters Score -140039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -140054.921875 Penalty: 2312.300049
	Iteration 26Q: 3 clusters Score -140054.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -140069.359375 Penalty: 2312.300049
	Iteration 27Q: 3 clusters Score -140069.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -140083.765625 Penalty: 2312.300049
	Iteration 28Q: 3 clusters Score -140083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -140091.125000 Penalty: 2312.300049
	Iteration 29Q: 3 clusters Score -140091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -140093.468750 Penalty: 2312.300049
	Iteration 30Q: 3 clusters Score -140093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -140096.062500 Penalty: 2312.300049
	Iteration 31Q: 3 clusters Score -140096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -140096.562500 Penalty: 2312.300049
	Iteration 32Q: 3 clusters Score -140096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -140096.562500 Penalty: 2312.300049
	Iteration 33F: 3 clusters Score -140096.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -12699.795898 Penalty: 820.601624
	Iteration 0F: 2 clusters Score -12699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12039.788086 Penalty: 1641.203247
	Iteration 0F: 3 clusters Score -12039.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12167.709961 Penalty: 1641.203247
	Iteration 1F: 3 clusters Score -12167.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12197.061523 Penalty: 1641.203247
	Iteration 2Q: 3 clusters Score -12197.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12220.805664 Penalty: 1641.203247
	Iteration 3Q: 3 clusters Score -12220.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12240.917969 Penalty: 1641.203247
	Iteration 4Q: 3 clusters Score -12240.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12242.578125 Penalty: 1641.203247
	Iteration 5Q: 3 clusters Score -12242.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12242.578125 Penalty: 1641.203247
	Iteration 6F: 3 clusters Score -12242.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -304580.218750 Penalty: 1278.155396
	Iteration 0F: 2 clusters Score -304580.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -302137.875000 Penalty: 2556.310791
	Iteration 0F: 3 clusters Score -302137.9 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -302801.843750 Penalty: 2556.310791
	Iteration 1F: 3 clusters Score -302801.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -303005.718750 Penalty: 2556.310791
	Iteration 2F: 3 clusters Score -303005.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -303145.125000 Penalty: 2556.310791
	Iteration 3F: 3 clusters Score -303145.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -303242.218750 Penalty: 2556.310791
	Iteration 4Q: 3 clusters Score -303242.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -303308.687500 Penalty: 2556.310791
	Iteration 5Q: 3 clusters Score -303308.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -303370.718750 Penalty: 2556.310791
	Iteration 6Q: 3 clusters Score -303370.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -303415.093750 Penalty: 2556.310791
	Iteration 7Q: 3 clusters Score -303415.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -303451.156250 Penalty: 2556.310791
	Iteration 8Q: 3 clusters Score -303451.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -303491.062500 Penalty: 2556.310791
	Iteration 9Q: 3 clusters Score -303491.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -303534.812500 Penalty: 2556.310791
	Iteration 10Q: 3 clusters Score -303534.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -303572.093750 Penalty: 2556.310791
	Iteration 11Q: 3 clusters Score -303572.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -303589.500000 Penalty: 2556.310791
	Iteration 12Q: 3 clusters Score -303589.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -303601.156250 Penalty: 2556.310791
	Iteration 13Q: 3 clusters Score -303601.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -303609.593750 Penalty: 2556.310791
	Iteration 14Q: 3 clusters Score -303609.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -303614.593750 Penalty: 2556.310791
	Iteration 15Q: 3 clusters Score -303614.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -303620.906250 Penalty: 2556.310791
	Iteration 16Q: 3 clusters Score -303620.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -303624.531250 Penalty: 2556.310791
	Iteration 17Q: 3 clusters Score -303624.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -303625.875000 Penalty: 2556.310791
	Iteration 18Q: 3 clusters Score -303625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -303627.687500 Penalty: 2556.310791
	Iteration 19Q: 3 clusters Score -303627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -303630.093750 Penalty: 2556.310791
	Iteration 20F: 3 clusters Score -303630.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -303630.937500 Penalty: 2556.310791
	Iteration 21Q: 3 clusters Score -303630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -303631.812500 Penalty: 2556.310791
	Iteration 22Q: 3 clusters Score -303631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -303632.000000 Penalty: 2556.310791
	Iteration 23Q: 3 clusters Score -303632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -303632.000000 Penalty: 2556.310791
	Iteration 24F: 3 clusters Score -303632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Entering Unmasked Estep 
Score: -6118737.500000 Penalty: 1751.583862
	Iteration 0F: 2 clusters Score -6118738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -6087350.500000 Penalty: 3503.167725
	Iteration 0F: 3 clusters Score -6087350 nChanged 22451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -6100025.500000 Penalty: 3503.167725
	Iteration 1F: 3 clusters Score -6100026 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -6100546.000000 Penalty: 3503.167725
	Iteration 2Q: 3 clusters Score -6100546 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -6101327.000000 Penalty: 3503.167725
	Iteration 3Q: 3 clusters Score -6101327 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -6102650.500000 Penalty: 3503.167725
	Iteration 4F: 3 clusters Score -6102650 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -6104843.500000 Penalty: 3503.167725
	Iteration 5F: 3 clusters Score -6104844 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -6107962.500000 Penalty: 3503.167725
	Iteration 6F: 3 clusters Score -6107962 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -6111252.000000 Penalty: 3503.167725
	Iteration 7F: 3 clusters Score -6111252 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -6113777.000000 Penalty: 3503.167725
	Iteration 8F: 3 clusters Score -6113777 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -6115224.500000 Penalty: 3503.167725
	Iteration 9Q: 3 clusters Score -6115224 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -6116102.000000 Penalty: 3503.167725
	Iteration 10Q: 3 clusters Score -6116102 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -6116598.000000 Penalty: 3503.167725
	Iteration 11Q: 3 clusters Score -6116598 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -6116854.000000 Penalty: 3503.167725
	Iteration 12Q: 3 clusters Score -6116854 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -6117007.500000 Penalty: 3503.167725
	Iteration 13Q: 3 clusters Score -6117008 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -6117134.500000 Penalty: 3503.167725
	Iteration 14Q: 3 clusters Score -6117134 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -6117202.000000 Penalty: 3503.167725
	Iteration 15Q: 3 clusters Score -6117202 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -6117262.000000 Penalty: 3503.167725
	Iteration 16Q: 3 clusters Score -6117262 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -6117303.000000 Penalty: 3503.167725
	Iteration 17Q: 3 clusters Score -6117303 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -6117331.500000 Penalty: 3503.167725
	Iteration 18Q: 3 clusters Score -6117332 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -6117369.000000 Penalty: 3503.167725
	Iteration 19Q: 3 clusters Score -6117369 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -6117389.500000 Penalty: 3503.167725
	Iteration 20F: 3 clusters Score -6117390 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6117393.000000 Penalty: 3503.167725
	Iteration 21Q: 3 clusters Score -6117393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -6117417.000000 Penalty: 3503.167725
	Iteration 22Q: 3 clusters Score -6117417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -6117422.500000 Penalty: 3503.167725
	Iteration 23Q: 3 clusters Score -6117422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -6117430.000000 Penalty: 3503.167725
	Iteration 24Q: 3 clusters Score -6117430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -6117432.000000 Penalty: 3503.167725
	Iteration 25Q: 3 clusters Score -6117432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -6117435.500000 Penalty: 3503.167725
	Iteration 26Q: 3 clusters Score -6117436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -6117442.500000 Penalty: 3503.167725
	Iteration 27Q: 3 clusters Score -6117442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -6117441.500000 Penalty: 3503.167725
	Iteration 28Q: 3 clusters Score -6117442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -6117442.500000 Penalty: 3503.167725
	Iteration 29Q: 3 clusters Score -6117442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -6117446.000000 Penalty: 3503.167725
	Iteration 30Q: 3 clusters Score -6117446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -6117435.500000 Penalty: 3503.167725
	Iteration 31Q: 3 clusters Score -6117436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6117435.500000 Penalty: 3503.167725
	Iteration 32Q: 3 clusters Score -6117436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -6117436.500000 Penalty: 3503.167725
	Iteration 33Q: 3 clusters Score -6117436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -6117438.000000 Penalty: 3503.167725
	Iteration 34Q: 3 clusters Score -6117438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -6117441.000000 Penalty: 3503.167725
	Iteration 35Q: 3 clusters Score -6117441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -6117432.500000 Penalty: 3503.167725
	Iteration 36Q: 3 clusters Score -6117432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -6117444.000000 Penalty: 3503.167725
	Iteration 37Q: 3 clusters Score -6117444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -6117449.000000 Penalty: 3503.167725
	Iteration 38Q: 3 clusters Score -6117449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -6117443.500000 Penalty: 3503.167725
	Iteration 39Q: 3 clusters Score -6117444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -6117442.000000 Penalty: 3503.167725
	Iteration 40F: 3 clusters Score -6117442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -6117445.000000 Penalty: 3503.167725
	Iteration 41Q: 3 clusters Score -6117445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -6117444.500000 Penalty: 3503.167725
	Iteration 42Q: 3 clusters Score -6117444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -6117435.500000 Penalty: 3503.167725
	Iteration 43Q: 3 clusters Score -6117436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -6117443.000000 Penalty: 3503.167725
	Iteration 44Q: 3 clusters Score -6117443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -6117438.500000 Penalty: 3503.167725
	Iteration 45Q: 3 clusters Score -6117438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -6117452.500000 Penalty: 3503.167725
	Iteration 46Q: 3 clusters Score -6117452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -6117453.000000 Penalty: 3503.167725
	Iteration 47Q: 3 clusters Score -6117453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -6117453.000000 Penalty: 3503.167725
	Iteration 48F: 3 clusters Score -6117453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -379885.781250 Penalty: 1313.591064
	Iteration 0F: 2 clusters Score -379885.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -377037.187500 Penalty: 2627.182129
	Iteration 0F: 3 clusters Score -377037.2 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -377705.781250 Penalty: 2627.182129
	Iteration 1F: 3 clusters Score -377705.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -377851.406250 Penalty: 2627.182129
	Iteration 2F: 3 clusters Score -377851.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -377967.250000 Penalty: 2627.182129
	Iteration 3F: 3 clusters Score -377967.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -378058.968750 Penalty: 2627.182129
	Iteration 4Q: 3 clusters Score -378059 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -378184.156250 Penalty: 2627.182129
	Iteration 5Q: 3 clusters Score -378184.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -378339.500000 Penalty: 2627.182129
	Iteration 6Q: 3 clusters Score -378339.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -378529.437500 Penalty: 2627.182129
	Iteration 7F: 3 clusters Score -378529.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -378697.906250 Penalty: 2627.182129
	Iteration 8F: 3 clusters Score -378697.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -378845.593750 Penalty: 2627.182129
	Iteration 9Q: 3 clusters Score -378845.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -378963.500000 Penalty: 2627.182129
	Iteration 10Q: 3 clusters Score -378963.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -379054.312500 Penalty: 2627.182129
	Iteration 11Q: 3 clusters Score -379054.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -379120.312500 Penalty: 2627.182129
	Iteration 12Q: 3 clusters Score -379120.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -379170.281250 Penalty: 2627.182129
	Iteration 13Q: 3 clusters Score -379170.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -379211.687500 Penalty: 2627.182129
	Iteration 14Q: 3 clusters Score -379211.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -379238.406250 Penalty: 2627.182129
	Iteration 15Q: 3 clusters Score -379238.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -379265.125000 Penalty: 2627.182129
	Iteration 16Q: 3 clusters Score -379265.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -379287.875000 Penalty: 2627.182129
	Iteration 17Q: 3 clusters Score -379287.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -379308.000000 Penalty: 2627.182129
	Iteration 18Q: 3 clusters Score -379308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -379333.843750 Penalty: 2627.182129
	Iteration 19Q: 3 clusters Score -379333.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -379348.687500 Penalty: 2627.182129
	Iteration 20F: 3 clusters Score -379348.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -379359.156250 Penalty: 2627.182129
	Iteration 21Q: 3 clusters Score -379359.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -379367.187500 Penalty: 2627.182129
	Iteration 22Q: 3 clusters Score -379367.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -379376.875000 Penalty: 2627.182129
	Iteration 23Q: 3 clusters Score -379376.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -379382.718750 Penalty: 2627.182129
	Iteration 24Q: 3 clusters Score -379382.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -379388.093750 Penalty: 2627.182129
	Iteration 25Q: 3 clusters Score -379388.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -379393.156250 Penalty: 2627.182129
	Iteration 26Q: 3 clusters Score -379393.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -379400.343750 Penalty: 2627.182129
	Iteration 27Q: 3 clusters Score -379400.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -379410.875000 Penalty: 2627.182129
	Iteration 28Q: 3 clusters Score -379410.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -379426.687500 Penalty: 2627.182129
	Iteration 29Q: 3 clusters Score -379426.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -379450.312500 Penalty: 2627.182129
	Iteration 30Q: 3 clusters Score -379450.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -379475.937500 Penalty: 2627.182129
	Iteration 31Q: 3 clusters Score -379475.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -379498.406250 Penalty: 2627.182129
	Iteration 32Q: 3 clusters Score -379498.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -379508.843750 Penalty: 2627.182129
	Iteration 33Q: 3 clusters Score -379508.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -379514.500000 Penalty: 2627.182129
	Iteration 34Q: 3 clusters Score -379514.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -379518.437500 Penalty: 2627.182129
	Iteration 35Q: 3 clusters Score -379518.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -379523.531250 Penalty: 2627.182129
	Iteration 36Q: 3 clusters Score -379523.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -379525.750000 Penalty: 2627.182129
	Iteration 37Q: 3 clusters Score -379525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -379528.343750 Penalty: 2627.182129
	Iteration 38Q: 3 clusters Score -379528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -379530.906250 Penalty: 2627.182129
	Iteration 39Q: 3 clusters Score -379530.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -379534.843750 Penalty: 2627.182129
	Iteration 40F: 3 clusters Score -379534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -379536.343750 Penalty: 2627.182129
	Iteration 41Q: 3 clusters Score -379536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -379537.375000 Penalty: 2627.182129
	Iteration 42Q: 3 clusters Score -379537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -379538.562500 Penalty: 2627.182129
	Iteration 43Q: 3 clusters Score -379538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -379538.281250 Penalty: 2627.182129
	Iteration 44Q: 3 clusters Score -379538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -379538.281250 Penalty: 2627.182129
	Iteration 45F: 3 clusters Score -379538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -241499.015625 Penalty: 1241.441895
	Iteration 0F: 2 clusters Score -241499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -239364.312500 Penalty: 2482.883789
	Iteration 0F: 3 clusters Score -239364.3 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -239889.218750 Penalty: 2482.883789
	Iteration 1F: 3 clusters Score -239889.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -240032.125000 Penalty: 2482.883789
	Iteration 2F: 3 clusters Score -240032.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -240112.859375 Penalty: 2482.883789
	Iteration 3F: 3 clusters Score -240112.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -240188.796875 Penalty: 2482.883789
	Iteration 4Q: 3 clusters Score -240188.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -240232.046875 Penalty: 2482.883789
	Iteration 5Q: 3 clusters Score -240232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -240265.468750 Penalty: 2482.883789
	Iteration 6Q: 3 clusters Score -240265.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -240292.890625 Penalty: 2482.883789
	Iteration 7Q: 3 clusters Score -240292.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -240307.312500 Penalty: 2482.883789
	Iteration 8Q: 3 clusters Score -240307.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -240317.015625 Penalty: 2482.883789
	Iteration 9Q: 3 clusters Score -240317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -240323.062500 Penalty: 2482.883789
	Iteration 10Q: 3 clusters Score -240323.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -240330.687500 Penalty: 2482.883789
	Iteration 11Q: 3 clusters Score -240330.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -240335.093750 Penalty: 2482.883789
	Iteration 12Q: 3 clusters Score -240335.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -240344.046875 Penalty: 2482.883789
	Iteration 13Q: 3 clusters Score -240344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -240352.296875 Penalty: 2482.883789
	Iteration 14Q: 3 clusters Score -240352.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -240358.890625 Penalty: 2482.883789
	Iteration 15Q: 3 clusters Score -240358.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -240365.765625 Penalty: 2482.883789
	Iteration 16Q: 3 clusters Score -240365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -240369.968750 Penalty: 2482.883789
	Iteration 17Q: 3 clusters Score -240370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -240372.093750 Penalty: 2482.883789
	Iteration 18Q: 3 clusters Score -240372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -240372.875000 Penalty: 2482.883789
	Iteration 19Q: 3 clusters Score -240372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -240373.343750 Penalty: 2482.883789
	Iteration 20F: 3 clusters Score -240373.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -240374.000000 Penalty: 2482.883789
	Iteration 21Q: 3 clusters Score -240374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -240374.828125 Penalty: 2482.883789
	Iteration 22Q: 3 clusters Score -240374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -240376.671875 Penalty: 2482.883789
	Iteration 23Q: 3 clusters Score -240376.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -240377.187500 Penalty: 2482.883789
	Iteration 24Q: 3 clusters Score -240377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -240378.109375 Penalty: 2482.883789
	Iteration 25Q: 3 clusters Score -240378.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -240380.234375 Penalty: 2482.883789
	Iteration 26Q: 3 clusters Score -240380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -240381.843750 Penalty: 2482.883789
	Iteration 27Q: 3 clusters Score -240381.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -240383.718750 Penalty: 2482.883789
	Iteration 28Q: 3 clusters Score -240383.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -240385.671875 Penalty: 2482.883789
	Iteration 29Q: 3 clusters Score -240385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -240388.578125 Penalty: 2482.883789
	Iteration 30Q: 3 clusters Score -240388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -240391.750000 Penalty: 2482.883789
	Iteration 31Q: 3 clusters Score -240391.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -240393.937500 Penalty: 2482.883789
	Iteration 32Q: 3 clusters Score -240393.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -240396.765625 Penalty: 2482.883789
	Iteration 33Q: 3 clusters Score -240396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -240399.453125 Penalty: 2482.883789
	Iteration 34Q: 3 clusters Score -240399.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -240403.015625 Penalty: 2482.883789
	Iteration 35Q: 3 clusters Score -240403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -240404.984375 Penalty: 2482.883789
	Iteration 36Q: 3 clusters Score -240405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -240405.890625 Penalty: 2482.883789
	Iteration 37Q: 3 clusters Score -240405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -240406.187500 Penalty: 2482.883789
	Iteration 38Q: 3 clusters Score -240406.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -240406.187500 Penalty: 2482.883789
	Iteration 39F: 3 clusters Score -240406.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -3988.741211 Penalty: 718.061584
	Iteration 0F: 2 clusters Score -3988.741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3554.757324 Penalty: 1436.123169
	Iteration 0F: 3 clusters Score -3554.757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3617.602783 Penalty: 1436.123169
	Iteration 1F: 3 clusters Score -3617.603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3625.890869 Penalty: 1436.123169
	Iteration 2Q: 3 clusters Score -3625.891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3625.890869 Penalty: 1436.123169
	Iteration 3F: 3 clusters Score -3625.891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Entering Unmasked Estep 
Score: -1499401.625000 Penalty: 1532.224609
	Iteration 0F: 2 clusters Score -1499402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1490596.625000 Penalty: 3064.449219
	Iteration 0F: 3 clusters Score -1490597 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1493510.000000 Penalty: 3064.449219
	Iteration 1F: 3 clusters Score -1493510 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1493723.375000 Penalty: 3064.449219
	Iteration 2F: 3 clusters Score -1493723 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1493877.875000 Penalty: 3064.449219
	Iteration 3Q: 3 clusters Score -1493878 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1493985.375000 Penalty: 3064.449219
	Iteration 4Q: 3 clusters Score -1493985 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1494073.750000 Penalty: 3064.449219
	Iteration 5Q: 3 clusters Score -1494074 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1494146.375000 Penalty: 3064.449219
	Iteration 6Q: 3 clusters Score -1494146 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1494213.125000 Penalty: 3064.449219
	Iteration 7Q: 3 clusters Score -1494213 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1494280.625000 Penalty: 3064.449219
	Iteration 8Q: 3 clusters Score -1494281 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1494347.875000 Penalty: 3064.449219
	Iteration 9Q: 3 clusters Score -1494348 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1494409.750000 Penalty: 3064.449219
	Iteration 10Q: 3 clusters Score -1494410 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1494470.750000 Penalty: 3064.449219
	Iteration 11Q: 3 clusters Score -1494471 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1494549.000000 Penalty: 3064.449219
	Iteration 12Q: 3 clusters Score -1494549 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1494655.625000 Penalty: 3064.449219
	Iteration 13Q: 3 clusters Score -1494656 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1494841.500000 Penalty: 3064.449219
	Iteration 14Q: 3 clusters Score -1494842 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1495139.250000 Penalty: 3064.449219
	Iteration 15Q: 3 clusters Score -1495139 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1495568.625000 Penalty: 3064.449219
	Iteration 16Q: 3 clusters Score -1495569 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1496104.250000 Penalty: 3064.449219
	Iteration 17F: 3 clusters Score -1496104 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1496639.750000 Penalty: 3064.449219
	Iteration 18F: 3 clusters Score -1496640 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1497011.125000 Penalty: 3064.449219
	Iteration 19Q: 3 clusters Score -1497011 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1497268.625000 Penalty: 3064.449219
	Iteration 20F: 3 clusters Score -1497269 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1497447.875000 Penalty: 3064.449219
	Iteration 21Q: 3 clusters Score -1497448 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1497601.750000 Penalty: 3064.449219
	Iteration 22Q: 3 clusters Score -1497602 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1497730.000000 Penalty: 3064.449219
	Iteration 23Q: 3 clusters Score -1497730 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1497807.375000 Penalty: 3064.449219
	Iteration 24Q: 3 clusters Score -1497807 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1497869.125000 Penalty: 3064.449219
	Iteration 25Q: 3 clusters Score -1497869 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1497910.750000 Penalty: 3064.449219
	Iteration 26Q: 3 clusters Score -1497911 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1497944.500000 Penalty: 3064.449219
	Iteration 27Q: 3 clusters Score -1497944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1497963.000000 Penalty: 3064.449219
	Iteration 28Q: 3 clusters Score -1497963 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1497984.625000 Penalty: 3064.449219
	Iteration 29Q: 3 clusters Score -1497985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1497990.250000 Penalty: 3064.449219
	Iteration 30Q: 3 clusters Score -1497990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1497999.625000 Penalty: 3064.449219
	Iteration 31Q: 3 clusters Score -1498000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1498000.375000 Penalty: 3064.449219
	Iteration 32Q: 3 clusters Score -1498000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1498004.875000 Penalty: 3064.449219
	Iteration 33Q: 3 clusters Score -1498005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1498008.000000 Penalty: 3064.449219
	Iteration 34Q: 3 clusters Score -1498008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1498013.750000 Penalty: 3064.449219
	Iteration 35Q: 3 clusters Score -1498014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1498014.250000 Penalty: 3064.449219
	Iteration 36Q: 3 clusters Score -1498014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1498015.625000 Penalty: 3064.449219
	Iteration 37Q: 3 clusters Score -1498016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1498019.625000 Penalty: 3064.449219
	Iteration 38Q: 3 clusters Score -1498020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1498021.750000 Penalty: 3064.449219
	Iteration 39Q: 3 clusters Score -1498022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1498023.875000 Penalty: 3064.449219
	Iteration 40F: 3 clusters Score -1498024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1498021.250000 Penalty: 3064.449219
	Iteration 41Q: 3 clusters Score -1498021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1498021.250000 Penalty: 3064.449219
	Iteration 42Q: 3 clusters Score -1498021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1498021.500000 Penalty: 3064.449219
	Iteration 43Q: 3 clusters Score -1498022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1498021.500000 Penalty: 3064.449219
	Iteration 44F: 3 clusters Score -1498022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -22698.851562 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -22698.85 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 110 members 
Entering Unmasked Estep 
Score: -21958.042969 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -21958.04 nChanged 35
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: -22044.746094 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -22044.75 nChanged 6
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: -22061.023438 Penalty: 1765.959717
	Iteration 2Q: 3 clusters Score -22061.02 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: -22065.617188 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -22065.62 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: -22071.867188 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -22071.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22075.154297 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -22075.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22075.154297 Penalty: 1765.959717
	Iteration 6F: 3 clusters Score -22075.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -32968.179688 Penalty: 955.132019
	Iteration 0F: 2 clusters Score -32968.18 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: -32081.474609 Penalty: 1910.264038
	Iteration 0F: 3 clusters Score -32081.47 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32367.273438 Penalty: 1910.264038
	Iteration 1F: 3 clusters Score -32367.27 nChanged 37
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: -32484.156250 Penalty: 1910.264038
	Iteration 2F: 3 clusters Score -32484.16 nChanged 12
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: -32526.142578 Penalty: 1910.264038
	Iteration 3Q: 3 clusters Score -32526.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32532.443359 Penalty: 1910.264038
	Iteration 4Q: 3 clusters Score -32532.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32537.130859 Penalty: 1910.264038
	Iteration 5Q: 3 clusters Score -32537.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32537.130859 Penalty: 1910.264038
	Iteration 6F: 3 clusters Score -32537.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (95162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Entering Unmasked Estep 
Score: -11909581.000000 Penalty: 1862.792114
	Iteration 0F: 2 clusters Score -1.190958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -11849155.000000 Penalty: 3725.584229
	Iteration 0F: 3 clusters Score -1.184916e+07 nChanged 45445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -11875791.000000 Penalty: 3725.584229
	Iteration 1F: 3 clusters Score -1.187579e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -11876616.000000 Penalty: 3725.584229
	Iteration 2Q: 3 clusters Score -1.187662e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -11877852.000000 Penalty: 3725.584229
	Iteration 3Q: 3 clusters Score -1.187785e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -11879774.000000 Penalty: 3725.584229
	Iteration 4F: 3 clusters Score -1.187977e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -11882682.000000 Penalty: 3725.584229
	Iteration 5F: 3 clusters Score -1.188268e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -11886817.000000 Penalty: 3725.584229
	Iteration 6F: 3 clusters Score -1.188682e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -11892118.000000 Penalty: 3725.584229
	Iteration 7F: 3 clusters Score -1.189212e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -11897454.000000 Penalty: 3725.584229
	Iteration 8F: 3 clusters Score -1.189745e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -11900361.000000 Penalty: 3725.584229
	Iteration 9F: 3 clusters Score -1.190036e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -11901596.000000 Penalty: 3725.584229
	Iteration 10Q: 3 clusters Score -1.19016e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -11902372.000000 Penalty: 3725.584229
	Iteration 11Q: 3 clusters Score -1.190237e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -11902911.000000 Penalty: 3725.584229
	Iteration 12Q: 3 clusters Score -1.190291e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -11903297.000000 Penalty: 3725.584229
	Iteration 13Q: 3 clusters Score -1.19033e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -11903488.000000 Penalty: 3725.584229
	Iteration 14Q: 3 clusters Score -1.190349e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -11903588.000000 Penalty: 3725.584229
	Iteration 15Q: 3 clusters Score -1.190359e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -11903706.000000 Penalty: 3725.584229
	Iteration 16Q: 3 clusters Score -1.190371e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -11903698.000000 Penalty: 3725.584229
	Iteration 17Q: 3 clusters Score -1.19037e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -11903745.000000 Penalty: 3725.584229
	Iteration 18Q: 3 clusters Score -1.190374e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -11903776.000000 Penalty: 3725.584229
	Iteration 19Q: 3 clusters Score -1.190378e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -11903740.000000 Penalty: 3725.584229
	Iteration 20F: 3 clusters Score -1.190374e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -11903644.000000 Penalty: 3725.584229
	Iteration 21Q: 3 clusters Score -1.190364e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -11903576.000000 Penalty: 3725.584229
	Iteration 22Q: 3 clusters Score -1.190358e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -11903583.000000 Penalty: 3725.584229
	Iteration 23Q: 3 clusters Score -1.190358e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -11903594.000000 Penalty: 3725.584229
	Iteration 24Q: 3 clusters Score -1.190359e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -11903541.000000 Penalty: 3725.584229
	Iteration 25Q: 3 clusters Score -1.190354e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -11903505.000000 Penalty: 3725.584229
	Iteration 26Q: 3 clusters Score -1.19035e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -11903450.000000 Penalty: 3725.584229
	Iteration 27Q: 3 clusters Score -1.190345e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -11903421.000000 Penalty: 3725.584229
	Iteration 28Q: 3 clusters Score -1.190342e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -11903364.000000 Penalty: 3725.584229
	Iteration 29Q: 3 clusters Score -1.190336e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -11903303.000000 Penalty: 3725.584229
	Iteration 30Q: 3 clusters Score -1.19033e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -11903282.000000 Penalty: 3725.584229
	Iteration 31Q: 3 clusters Score -1.190328e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -11903202.000000 Penalty: 3725.584229
	Iteration 32Q: 3 clusters Score -1.19032e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -11903217.000000 Penalty: 3725.584229
	Iteration 33Q: 3 clusters Score -1.190322e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -11903180.000000 Penalty: 3725.584229
	Iteration 34Q: 3 clusters Score -1.190318e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -11903112.000000 Penalty: 3725.584229
	Iteration 35Q: 3 clusters Score -1.190311e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -11903083.000000 Penalty: 3725.584229
	Iteration 36Q: 3 clusters Score -1.190308e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -11902956.000000 Penalty: 3725.584229
	Iteration 37Q: 3 clusters Score -1.190296e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -11902914.000000 Penalty: 3725.584229
	Iteration 38Q: 3 clusters Score -1.190291e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -11902864.000000 Penalty: 3725.584229
	Iteration 39Q: 3 clusters Score -1.190286e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -11902838.000000 Penalty: 3725.584229
	Iteration 40F: 3 clusters Score -1.190284e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -11902752.000000 Penalty: 3725.584229
	Iteration 41Q: 3 clusters Score -1.190275e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -11902675.000000 Penalty: 3725.584229
	Iteration 42Q: 3 clusters Score -1.190268e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -11902647.000000 Penalty: 3725.584229
	Iteration 43Q: 3 clusters Score -1.190265e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -11902605.000000 Penalty: 3725.584229
	Iteration 44Q: 3 clusters Score -1.19026e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -11902499.000000 Penalty: 3725.584229
	Iteration 45Q: 3 clusters Score -1.19025e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -11902434.000000 Penalty: 3725.584229
	Iteration 46Q: 3 clusters Score -1.190243e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -11902364.000000 Penalty: 3725.584229
	Iteration 47Q: 3 clusters Score -1.190236e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -11902280.000000 Penalty: 3725.584229
	Iteration 48Q: 3 clusters Score -1.190228e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -11902240.000000 Penalty: 3725.584229
	Iteration 49Q: 3 clusters Score -1.190224e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -11902168.000000 Penalty: 3725.584229
	Iteration 50Q: 3 clusters Score -1.190217e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -11902121.000000 Penalty: 3725.584229
	Iteration 51Q: 3 clusters Score -1.190212e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -11902090.000000 Penalty: 3725.584229
	Iteration 52Q: 3 clusters Score -1.190209e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -11902073.000000 Penalty: 3725.584229
	Iteration 53Q: 3 clusters Score -1.190207e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -11902031.000000 Penalty: 3725.584229
	Iteration 54Q: 3 clusters Score -1.190203e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -11902003.000000 Penalty: 3725.584229
	Iteration 55Q: 3 clusters Score -1.1902e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -11901925.000000 Penalty: 3725.584229
	Iteration 56Q: 3 clusters Score -1.190192e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -11901883.000000 Penalty: 3725.584229
	Iteration 57Q: 3 clusters Score -1.190188e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -11901853.000000 Penalty: 3725.584229
	Iteration 58Q: 3 clusters Score -1.190185e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -11901817.000000 Penalty: 3725.584229
	Iteration 59Q: 3 clusters Score -1.190182e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -11901792.000000 Penalty: 3725.584229
	Iteration 60F: 3 clusters Score -1.190179e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -11901762.000000 Penalty: 3725.584229
	Iteration 61Q: 3 clusters Score -1.190176e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -11901719.000000 Penalty: 3725.584229
	Iteration 62Q: 3 clusters Score -1.190172e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -11901687.000000 Penalty: 3725.584229
	Iteration 63Q: 3 clusters Score -1.190169e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -11901669.000000 Penalty: 3725.584229
	Iteration 64Q: 3 clusters Score -1.190167e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -11901685.000000 Penalty: 3725.584229
	Iteration 65Q: 3 clusters Score -1.190168e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -11901672.000000 Penalty: 3725.584229
	Iteration 66Q: 3 clusters Score -1.190167e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -11901655.000000 Penalty: 3725.584229
	Iteration 67Q: 3 clusters Score -1.190166e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -11901618.000000 Penalty: 3725.584229
	Iteration 68Q: 3 clusters Score -1.190162e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -11901555.000000 Penalty: 3725.584229
	Iteration 69Q: 3 clusters Score -1.190156e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -11901567.000000 Penalty: 3725.584229
	Iteration 70Q: 3 clusters Score -1.190157e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -11901550.000000 Penalty: 3725.584229
	Iteration 71Q: 3 clusters Score -1.190155e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -11901525.000000 Penalty: 3725.584229
	Iteration 72Q: 3 clusters Score -1.190152e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -11901492.000000 Penalty: 3725.584229
	Iteration 73Q: 3 clusters Score -1.190149e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -11901474.000000 Penalty: 3725.584229
	Iteration 74Q: 3 clusters Score -1.190147e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -11901465.000000 Penalty: 3725.584229
	Iteration 75Q: 3 clusters Score -1.190146e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -11901473.000000 Penalty: 3725.584229
	Iteration 76Q: 3 clusters Score -1.190147e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -11901493.000000 Penalty: 3725.584229
	Iteration 77Q: 3 clusters Score -1.190149e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -11901460.000000 Penalty: 3725.584229
	Iteration 78Q: 3 clusters Score -1.190146e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -11901466.000000 Penalty: 3725.584229
	Iteration 79Q: 3 clusters Score -1.190147e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -11901484.000000 Penalty: 3725.584229
	Iteration 80F: 3 clusters Score -1.190148e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -11901503.000000 Penalty: 3725.584229
	Iteration 81Q: 3 clusters Score -1.19015e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -11901487.000000 Penalty: 3725.584229
	Iteration 82Q: 3 clusters Score -1.190149e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -11901488.000000 Penalty: 3725.584229
	Iteration 83Q: 3 clusters Score -1.190149e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -11901465.000000 Penalty: 3725.584229
	Iteration 84Q: 3 clusters Score -1.190146e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -11901468.000000 Penalty: 3725.584229
	Iteration 85Q: 3 clusters Score -1.190147e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -11901449.000000 Penalty: 3725.584229
	Iteration 86Q: 3 clusters Score -1.190145e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -11901430.000000 Penalty: 3725.584229
	Iteration 87Q: 3 clusters Score -1.190143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -11901432.000000 Penalty: 3725.584229
	Iteration 88Q: 3 clusters Score -1.190143e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -11901434.000000 Penalty: 3725.584229
	Iteration 89Q: 3 clusters Score -1.190143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -11901409.000000 Penalty: 3725.584229
	Iteration 90Q: 3 clusters Score -1.190141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -11901387.000000 Penalty: 3725.584229
	Iteration 91Q: 3 clusters Score -1.190139e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -11901397.000000 Penalty: 3725.584229
	Iteration 92Q: 3 clusters Score -1.19014e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -11901389.000000 Penalty: 3725.584229
	Iteration 93Q: 3 clusters Score -1.190139e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -11901365.000000 Penalty: 3725.584229
	Iteration 94Q: 3 clusters Score -1.190136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -11901359.000000 Penalty: 3725.584229
	Iteration 95Q: 3 clusters Score -1.190136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -11901363.000000 Penalty: 3725.584229
	Iteration 96Q: 3 clusters Score -1.190136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -11901354.000000 Penalty: 3725.584229
	Iteration 97Q: 3 clusters Score -1.190135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -11901367.000000 Penalty: 3725.584229
	Iteration 98Q: 3 clusters Score -1.190137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -11901364.000000 Penalty: 3725.584229
	Iteration 99Q: 3 clusters Score -1.190136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -11901356.000000 Penalty: 3725.584229
	Iteration 100F: 3 clusters Score -1.190136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -11901355.000000 Penalty: 3725.584229
	Iteration 101Q: 3 clusters Score -1.190136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -11901353.000000 Penalty: 3725.584229
	Iteration 102Q: 3 clusters Score -1.190135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -11901350.000000 Penalty: 3725.584229
	Iteration 103Q: 3 clusters Score -1.190135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -11901347.000000 Penalty: 3725.584229
	Iteration 104Q: 3 clusters Score -1.190135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -11901330.000000 Penalty: 3725.584229
	Iteration 105Q: 3 clusters Score -1.190133e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -11901315.000000 Penalty: 3725.584229
	Iteration 106Q: 3 clusters Score -1.190132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -11901311.000000 Penalty: 3725.584229
	Iteration 107Q: 3 clusters Score -1.190131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -11901310.000000 Penalty: 3725.584229
	Iteration 108Q: 3 clusters Score -1.190131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -11901301.000000 Penalty: 3725.584229
	Iteration 109Q: 3 clusters Score -1.19013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -11901305.000000 Penalty: 3725.584229
	Iteration 110Q: 3 clusters Score -1.19013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -11901318.000000 Penalty: 3725.584229
	Iteration 111Q: 3 clusters Score -1.190132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -11901302.000000 Penalty: 3725.584229
	Iteration 112Q: 3 clusters Score -1.19013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -11901307.000000 Penalty: 3725.584229
	Iteration 113Q: 3 clusters Score -1.190131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -11901307.000000 Penalty: 3725.584229
	Iteration 114Q: 3 clusters Score -1.190131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -11901317.000000 Penalty: 3725.584229
	Iteration 115Q: 3 clusters Score -1.190132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -11901321.000000 Penalty: 3725.584229
	Iteration 116Q: 3 clusters Score -1.190132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -11901309.000000 Penalty: 3725.584229
	Iteration 117Q: 3 clusters Score -1.190131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -11901314.000000 Penalty: 3725.584229
	Iteration 118Q: 3 clusters Score -1.190131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -11901324.000000 Penalty: 3725.584229
	Iteration 119Q: 3 clusters Score -1.190132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -11901338.000000 Penalty: 3725.584229
	Iteration 120F: 3 clusters Score -1.190134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -11901328.000000 Penalty: 3725.584229
	Iteration 121Q: 3 clusters Score -1.190133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -11901338.000000 Penalty: 3725.584229
	Iteration 122Q: 3 clusters Score -1.190134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -11901339.000000 Penalty: 3725.584229
	Iteration 123Q: 3 clusters Score -1.190134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -11901329.000000 Penalty: 3725.584229
	Iteration 124Q: 3 clusters Score -1.190133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -11901314.000000 Penalty: 3725.584229
	Iteration 125Q: 3 clusters Score -1.190131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -11901312.000000 Penalty: 3725.584229
	Iteration 126Q: 3 clusters Score -1.190131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -11901309.000000 Penalty: 3725.584229
	Iteration 127Q: 3 clusters Score -1.190131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -11901305.000000 Penalty: 3725.584229
	Iteration 128Q: 3 clusters Score -1.19013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -11901327.000000 Penalty: 3725.584229
	Iteration 129Q: 3 clusters Score -1.190133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -11901309.000000 Penalty: 3725.584229
	Iteration 130Q: 3 clusters Score -1.190131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -11901303.000000 Penalty: 3725.584229
	Iteration 131Q: 3 clusters Score -1.19013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -11901298.000000 Penalty: 3725.584229
	Iteration 132Q: 3 clusters Score -1.19013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -11901310.000000 Penalty: 3725.584229
	Iteration 133Q: 3 clusters Score -1.190131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -11901312.000000 Penalty: 3725.584229
	Iteration 134Q: 3 clusters Score -1.190131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -11901326.000000 Penalty: 3725.584229
	Iteration 135Q: 3 clusters Score -1.190133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -11901309.000000 Penalty: 3725.584229
	Iteration 136Q: 3 clusters Score -1.190131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -11901302.000000 Penalty: 3725.584229
	Iteration 137Q: 3 clusters Score -1.19013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -11901305.000000 Penalty: 3725.584229
	Iteration 138Q: 3 clusters Score -1.19013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -11901295.000000 Penalty: 3725.584229
	Iteration 139Q: 3 clusters Score -1.19013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -11901288.000000 Penalty: 3725.584229
	Iteration 140F: 3 clusters Score -1.190129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -11901285.000000 Penalty: 3725.584229
	Iteration 141Q: 3 clusters Score -1.190128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -11901301.000000 Penalty: 3725.584229
	Iteration 142Q: 3 clusters Score -1.19013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -11901288.000000 Penalty: 3725.584229
	Iteration 143Q: 3 clusters Score -1.190129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -11901292.000000 Penalty: 3725.584229
	Iteration 144Q: 3 clusters Score -1.190129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -11901294.000000 Penalty: 3725.584229
	Iteration 145Q: 3 clusters Score -1.190129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -11901301.000000 Penalty: 3725.584229
	Iteration 146Q: 3 clusters Score -1.19013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -11901299.000000 Penalty: 3725.584229
	Iteration 147Q: 3 clusters Score -1.19013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -11901292.000000 Penalty: 3725.584229
	Iteration 148Q: 3 clusters Score -1.190129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -11901300.000000 Penalty: 3725.584229
	Iteration 149Q: 3 clusters Score -1.19013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -11901304.000000 Penalty: 3725.584229
	Iteration 150Q: 3 clusters Score -1.19013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -11901297.000000 Penalty: 3725.584229
	Iteration 151Q: 3 clusters Score -1.19013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -11901303.000000 Penalty: 3725.584229
	Iteration 152Q: 3 clusters Score -1.19013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -11901300.000000 Penalty: 3725.584229
	Iteration 153Q: 3 clusters Score -1.19013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -11901288.000000 Penalty: 3725.584229
	Iteration 154Q: 3 clusters Score -1.190129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -11901300.000000 Penalty: 3725.584229
	Iteration 155Q: 3 clusters Score -1.19013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -11901302.000000 Penalty: 3725.584229
	Iteration 156Q: 3 clusters Score -1.19013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -11901294.000000 Penalty: 3725.584229
	Iteration 157Q: 3 clusters Score -1.190129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -11901292.000000 Penalty: 3725.584229
	Iteration 158Q: 3 clusters Score -1.190129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -11901292.000000 Penalty: 3725.584229
	Iteration 159Q: 3 clusters Score -1.190129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -11901293.000000 Penalty: 3725.584229
	Iteration 160F: 3 clusters Score -1.190129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -11901291.000000 Penalty: 3725.584229
	Iteration 161Q: 3 clusters Score -1.190129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -11901302.000000 Penalty: 3725.584229
	Iteration 162Q: 3 clusters Score -1.19013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -11901293.000000 Penalty: 3725.584229
	Iteration 163Q: 3 clusters Score -1.190129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -11901293.000000 Penalty: 3725.584229
	Iteration 164Q: 3 clusters Score -1.190129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -11901288.000000 Penalty: 3725.584229
	Iteration 165Q: 3 clusters Score -1.190129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -11901296.000000 Penalty: 3725.584229
	Iteration 166Q: 3 clusters Score -1.19013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -11901293.000000 Penalty: 3725.584229
	Iteration 167Q: 3 clusters Score -1.190129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -11901295.000000 Penalty: 3725.584229
	Iteration 168Q: 3 clusters Score -1.19013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -11901295.000000 Penalty: 3725.584229
	Iteration 169F: 3 clusters Score -1.19013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (90373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Entering Unmasked Estep 
Score: -11143461.000000 Penalty: 1854.401489
	Iteration 0F: 2 clusters Score -1.114346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -11083934.000000 Penalty: 3708.802979
	Iteration 0F: 3 clusters Score -1.108393e+07 nChanged 42924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -11108978.000000 Penalty: 3708.802979
	Iteration 1F: 3 clusters Score -1.110898e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -11109961.000000 Penalty: 3708.802979
	Iteration 2Q: 3 clusters Score -1.110996e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -11111168.000000 Penalty: 3708.802979
	Iteration 3Q: 3 clusters Score -1.111117e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -11113098.000000 Penalty: 3708.802979
	Iteration 4Q: 3 clusters Score -1.11131e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -11116157.000000 Penalty: 3708.802979
	Iteration 5F: 3 clusters Score -1.111616e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -11120648.000000 Penalty: 3708.802979
	Iteration 6F: 3 clusters Score -1.112065e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -11125894.000000 Penalty: 3708.802979
	Iteration 7F: 3 clusters Score -1.112589e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -11129548.000000 Penalty: 3708.802979
	Iteration 8F: 3 clusters Score -1.112955e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -11131485.000000 Penalty: 3708.802979
	Iteration 9Q: 3 clusters Score -1.113148e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -11132586.000000 Penalty: 3708.802979
	Iteration 10Q: 3 clusters Score -1.113259e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -11133395.000000 Penalty: 3708.802979
	Iteration 11Q: 3 clusters Score -1.11334e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -11134164.000000 Penalty: 3708.802979
	Iteration 12Q: 3 clusters Score -1.113416e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -11134926.000000 Penalty: 3708.802979
	Iteration 13Q: 3 clusters Score -1.113493e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -11135698.000000 Penalty: 3708.802979
	Iteration 14Q: 3 clusters Score -1.11357e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -11136456.000000 Penalty: 3708.802979
	Iteration 15Q: 3 clusters Score -1.113646e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -11137110.000000 Penalty: 3708.802979
	Iteration 16Q: 3 clusters Score -1.113711e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -11137861.000000 Penalty: 3708.802979
	Iteration 17Q: 3 clusters Score -1.113786e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -11138518.000000 Penalty: 3708.802979
	Iteration 18Q: 3 clusters Score -1.113852e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -11139123.000000 Penalty: 3708.802979
	Iteration 19Q: 3 clusters Score -1.113912e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -11139661.000000 Penalty: 3708.802979
	Iteration 20F: 3 clusters Score -1.113966e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -11140029.000000 Penalty: 3708.802979
	Iteration 21Q: 3 clusters Score -1.114003e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -11140413.000000 Penalty: 3708.802979
	Iteration 22Q: 3 clusters Score -1.114041e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -11140702.000000 Penalty: 3708.802979
	Iteration 23Q: 3 clusters Score -1.11407e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -11140860.000000 Penalty: 3708.802979
	Iteration 24Q: 3 clusters Score -1.114086e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -11141098.000000 Penalty: 3708.802979
	Iteration 25Q: 3 clusters Score -1.11411e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -11141297.000000 Penalty: 3708.802979
	Iteration 26Q: 3 clusters Score -1.11413e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -11141402.000000 Penalty: 3708.802979
	Iteration 27Q: 3 clusters Score -1.11414e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -11141499.000000 Penalty: 3708.802979
	Iteration 28Q: 3 clusters Score -1.11415e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88179 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -11141557.000000 Penalty: 3708.802979
	Iteration 29Q: 3 clusters Score -1.114156e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11141644.000000 Penalty: 3708.802979
	Iteration 30Q: 3 clusters Score -1.114164e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88591 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -11141664.000000 Penalty: 3708.802979
	Iteration 31Q: 3 clusters Score -1.114166e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -11141719.000000 Penalty: 3708.802979
	Iteration 32Q: 3 clusters Score -1.114172e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11141735.000000 Penalty: 3708.802979
	Iteration 33Q: 3 clusters Score -1.114174e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11141783.000000 Penalty: 3708.802979
	Iteration 34Q: 3 clusters Score -1.114178e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11141798.000000 Penalty: 3708.802979
	Iteration 35Q: 3 clusters Score -1.11418e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11141821.000000 Penalty: 3708.802979
	Iteration 36Q: 3 clusters Score -1.114182e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11141850.000000 Penalty: 3708.802979
	Iteration 37Q: 3 clusters Score -1.114185e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89245 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11141897.000000 Penalty: 3708.802979
	Iteration 38Q: 3 clusters Score -1.11419e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11141905.000000 Penalty: 3708.802979
	Iteration 39Q: 3 clusters Score -1.11419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11141917.000000 Penalty: 3708.802979
	Iteration 40F: 3 clusters Score -1.114192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11141921.000000 Penalty: 3708.802979
	Iteration 41Q: 3 clusters Score -1.114192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11141934.000000 Penalty: 3708.802979
	Iteration 42Q: 3 clusters Score -1.114193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89399 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11141952.000000 Penalty: 3708.802979
	Iteration 43Q: 3 clusters Score -1.114195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11141959.000000 Penalty: 3708.802979
	Iteration 44Q: 3 clusters Score -1.114196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11141973.000000 Penalty: 3708.802979
	Iteration 45Q: 3 clusters Score -1.114197e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11141971.000000 Penalty: 3708.802979
	Iteration 46Q: 3 clusters Score -1.114197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11141976.000000 Penalty: 3708.802979
	Iteration 47Q: 3 clusters Score -1.114198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11141983.000000 Penalty: 3708.802979
	Iteration 48Q: 3 clusters Score -1.114198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11141988.000000 Penalty: 3708.802979
	Iteration 49Q: 3 clusters Score -1.114199e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89513 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11141987.000000 Penalty: 3708.802979
	Iteration 50Q: 3 clusters Score -1.114199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11141995.000000 Penalty: 3708.802979
	Iteration 51Q: 3 clusters Score -1.1142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11141999.000000 Penalty: 3708.802979
	Iteration 52Q: 3 clusters Score -1.1142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89535 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11142001.000000 Penalty: 3708.802979
	Iteration 53Q: 3 clusters Score -1.1142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11142011.000000 Penalty: 3708.802979
	Iteration 54Q: 3 clusters Score -1.114201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11142019.000000 Penalty: 3708.802979
	Iteration 55Q: 3 clusters Score -1.114202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11142019.000000 Penalty: 3708.802979
	Iteration 56Q: 3 clusters Score -1.114202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11142015.000000 Penalty: 3708.802979
	Iteration 57Q: 3 clusters Score -1.114202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11142023.000000 Penalty: 3708.802979
	Iteration 58Q: 3 clusters Score -1.114202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11142024.000000 Penalty: 3708.802979
	Iteration 59Q: 3 clusters Score -1.114202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11142031.000000 Penalty: 3708.802979
	Iteration 60F: 3 clusters Score -1.114203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89591 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11142036.000000 Penalty: 3708.802979
	Iteration 61Q: 3 clusters Score -1.114204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -11142038.000000 Penalty: 3708.802979
	Iteration 62Q: 3 clusters Score -1.114204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11142031.000000 Penalty: 3708.802979
	Iteration 63Q: 3 clusters Score -1.114203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11142042.000000 Penalty: 3708.802979
	Iteration 64Q: 3 clusters Score -1.114204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11142045.000000 Penalty: 3708.802979
	Iteration 65Q: 3 clusters Score -1.114204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89616 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11142048.000000 Penalty: 3708.802979
	Iteration 66Q: 3 clusters Score -1.114205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11142043.000000 Penalty: 3708.802979
	Iteration 67Q: 3 clusters Score -1.114204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11142044.000000 Penalty: 3708.802979
	Iteration 68Q: 3 clusters Score -1.114204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11142054.000000 Penalty: 3708.802979
	Iteration 69Q: 3 clusters Score -1.114205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11142045.000000 Penalty: 3708.802979
	Iteration 70Q: 3 clusters Score -1.114204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11142044.000000 Penalty: 3708.802979
	Iteration 71Q: 3 clusters Score -1.114204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11142057.000000 Penalty: 3708.802979
	Iteration 72Q: 3 clusters Score -1.114206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11142053.000000 Penalty: 3708.802979
	Iteration 73Q: 3 clusters Score -1.114205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -11142061.000000 Penalty: 3708.802979
	Iteration 74Q: 3 clusters Score -1.114206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11142058.000000 Penalty: 3708.802979
	Iteration 75Q: 3 clusters Score -1.114206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11142067.000000 Penalty: 3708.802979
	Iteration 76Q: 3 clusters Score -1.114207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11142066.000000 Penalty: 3708.802979
	Iteration 77Q: 3 clusters Score -1.114207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11142058.000000 Penalty: 3708.802979
	Iteration 78Q: 3 clusters Score -1.114206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11142062.000000 Penalty: 3708.802979
	Iteration 79Q: 3 clusters Score -1.114206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11142067.000000 Penalty: 3708.802979
	Iteration 80F: 3 clusters Score -1.114207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11142075.000000 Penalty: 3708.802979
	Iteration 81Q: 3 clusters Score -1.114208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11142075.000000 Penalty: 3708.802979
	Iteration 82F: 3 clusters Score -1.114208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -163726.046875 Penalty: 1184.339722
	Iteration 0F: 2 clusters Score -163726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -161988.921875 Penalty: 2368.679443
	Iteration 0F: 3 clusters Score -161988.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -162426.078125 Penalty: 2368.679443
	Iteration 1F: 3 clusters Score -162426.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -162580.328125 Penalty: 2368.679443
	Iteration 2F: 3 clusters Score -162580.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -162724.593750 Penalty: 2368.679443
	Iteration 3F: 3 clusters Score -162724.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -162948.031250 Penalty: 2368.679443
	Iteration 4F: 3 clusters Score -162948 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -163164.593750 Penalty: 2368.679443
	Iteration 5F: 3 clusters Score -163164.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -163330.328125 Penalty: 2368.679443
	Iteration 6F: 3 clusters Score -163330.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -163473.484375 Penalty: 2368.679443
	Iteration 7F: 3 clusters Score -163473.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -163555.812500 Penalty: 2368.679443
	Iteration 8Q: 3 clusters Score -163555.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -163596.593750 Penalty: 2368.679443
	Iteration 9Q: 3 clusters Score -163596.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -163614.937500 Penalty: 2368.679443
	Iteration 10Q: 3 clusters Score -163614.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -163627.484375 Penalty: 2368.679443
	Iteration 11Q: 3 clusters Score -163627.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -163633.312500 Penalty: 2368.679443
	Iteration 12Q: 3 clusters Score -163633.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -163635.328125 Penalty: 2368.679443
	Iteration 13Q: 3 clusters Score -163635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -163638.937500 Penalty: 2368.679443
	Iteration 14Q: 3 clusters Score -163638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -163639.687500 Penalty: 2368.679443
	Iteration 15Q: 3 clusters Score -163639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -163640.046875 Penalty: 2368.679443
	Iteration 16Q: 3 clusters Score -163640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -163640.046875 Penalty: 2368.679443
	Iteration 17F: 3 clusters Score -163640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -10930.336914 Penalty: 837.409912
	Iteration 0F: 2 clusters Score -10930.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10391.894531 Penalty: 1674.819824
	Iteration 0F: 3 clusters Score -10391.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10552.030273 Penalty: 1674.819824
	Iteration 1F: 3 clusters Score -10552.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10575.030273 Penalty: 1674.819824
	Iteration 2Q: 3 clusters Score -10575.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10584.908203 Penalty: 1674.819824
	Iteration 3Q: 3 clusters Score -10584.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10584.908203 Penalty: 1674.819824
	Iteration 4F: 3 clusters Score -10584.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 32041 members 
Mstep: Class 3 contains 84286 members 
Mstep: Class 4 contains 90894 members 
Mstep: Class 5 contains 81853 members 
Mstep: Class 6 contains 3709 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11130 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 25576 members 
Mstep: Class 13 contains 51982 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 8137 members 
Mstep: Class 19 contains 75982 members 
Mstep: Class 20 contains 72949 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10401 members 
Mstep: Class 23 contains 1654 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7935 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2606 members 
Mstep: Class 29 contains 48001 members 
Mstep: Class 30 contains 3241 members 
Mstep: Class 31 contains 2079 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12445 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95162 members 
Mstep: Class 37 contains 90373 members 
Mstep: Class 38 contains 1463 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238968.000000 Penalty: 84243.031250
Iteration 239Q: 39 clusters Score -1.02239e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 31954 members 
Mstep: Class 3 contains 84355 members 
Mstep: Class 4 contains 91181 members 
Mstep: Class 5 contains 81818 members 
Mstep: Class 6 contains 3702 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 11091 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 25516 members 
Mstep: Class 13 contains 51985 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4368 members 
Mstep: Class 18 contains 8129 members 
Mstep: Class 19 contains 76063 members 
Mstep: Class 20 contains 72689 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10423 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7939 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 48022 members 
Mstep: Class 30 contains 3236 members 
Mstep: Class 31 contains 2080 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12400 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95151 members 
Mstep: Class 37 contains 90410 members 
Mstep: Class 38 contains 1464 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239408.000000 Penalty: 84243.031250
Iteration 240F: 39 clusters Score -1.022394e+08 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 31854 members 
Mstep: Class 3 contains 84427 members 
Mstep: Class 4 contains 91485 members 
Mstep: Class 5 contains 81791 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 11069 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 25460 members 
Mstep: Class 13 contains 51983 members 
Mstep: Class 14 contains 4452 members 
Mstep: Class 15 contains 3693 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4371 members 
Mstep: Class 18 contains 8122 members 
Mstep: Class 19 contains 76099 members 
Mstep: Class 20 contains 72463 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10434 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7941 members 
Mstep: Class 26 contains 1240 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 48039 members 
Mstep: Class 30 contains 3237 members 
Mstep: Class 31 contains 2082 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12360 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95149 members 
Mstep: Class 37 contains 90437 members 
Mstep: Class 38 contains 1467 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239128.000000 Penalty: 84243.031250
Iteration 241Q: 39 clusters Score -1.022391e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 31773 members 
Mstep: Class 3 contains 84476 members 
Mstep: Class 4 contains 91778 members 
Mstep: Class 5 contains 81750 members 
Mstep: Class 6 contains 3694 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 11052 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 25402 members 
Mstep: Class 13 contains 51985 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4368 members 
Mstep: Class 18 contains 8115 members 
Mstep: Class 19 contains 76156 members 
Mstep: Class 20 contains 72276 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10447 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7948 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 48066 members 
Mstep: Class 30 contains 3232 members 
Mstep: Class 31 contains 2082 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12318 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95137 members 
Mstep: Class 37 contains 90455 members 
Mstep: Class 38 contains 1468 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239136.000000 Penalty: 84243.031250
Iteration 242Q: 39 clusters Score -1.022391e+08 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 31706 members 
Mstep: Class 3 contains 84533 members 
Mstep: Class 4 contains 92055 members 
Mstep: Class 5 contains 81714 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 11040 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 25339 members 
Mstep: Class 13 contains 51989 members 
Mstep: Class 14 contains 4458 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4374 members 
Mstep: Class 18 contains 8108 members 
Mstep: Class 19 contains 76217 members 
Mstep: Class 20 contains 72097 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10462 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7957 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2611 members 
Mstep: Class 29 contains 48081 members 
Mstep: Class 30 contains 3228 members 
Mstep: Class 31 contains 2082 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12272 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95131 members 
Mstep: Class 37 contains 90454 members 
Mstep: Class 38 contains 1470 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239368.000000 Penalty: 84243.031250
Iteration 243Q: 39 clusters Score -1.022394e+08 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 31648 members 
Mstep: Class 3 contains 84560 members 
Mstep: Class 4 contains 92344 members 
Mstep: Class 5 contains 81697 members 
Mstep: Class 6 contains 3692 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 11011 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 25276 members 
Mstep: Class 13 contains 51993 members 
Mstep: Class 14 contains 4461 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4380 members 
Mstep: Class 18 contains 8105 members 
Mstep: Class 19 contains 76237 members 
Mstep: Class 20 contains 71952 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10479 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7964 members 
Mstep: Class 26 contains 1241 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 48095 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2084 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12219 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95124 members 
Mstep: Class 37 contains 90457 members 
Mstep: Class 38 contains 1474 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239312.000000 Penalty: 84243.031250
Iteration 244Q: 39 clusters Score -1.022393e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 31577 members 
Mstep: Class 3 contains 84573 members 
Mstep: Class 4 contains 92607 members 
Mstep: Class 5 contains 81716 members 
Mstep: Class 6 contains 3690 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10994 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 25198 members 
Mstep: Class 13 contains 51984 members 
Mstep: Class 14 contains 4463 members 
Mstep: Class 15 contains 3721 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4388 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 76280 members 
Mstep: Class 20 contains 71785 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10499 members 
Mstep: Class 23 contains 1648 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7964 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 48110 members 
Mstep: Class 30 contains 3228 members 
Mstep: Class 31 contains 2087 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12168 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95127 members 
Mstep: Class 37 contains 90489 members 
Mstep: Class 38 contains 1474 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239368.000000 Penalty: 84243.031250
Iteration 245Q: 39 clusters Score -1.022394e+08 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 31496 members 
Mstep: Class 3 contains 84600 members 
Mstep: Class 4 contains 92857 members 
Mstep: Class 5 contains 81699 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10986 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 25121 members 
Mstep: Class 13 contains 51987 members 
Mstep: Class 14 contains 4468 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 76349 members 
Mstep: Class 20 contains 71632 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10519 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7965 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2607 members 
Mstep: Class 29 contains 48113 members 
Mstep: Class 30 contains 3228 members 
Mstep: Class 31 contains 2091 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12126 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95131 members 
Mstep: Class 37 contains 90496 members 
Mstep: Class 38 contains 1474 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239336.000000 Penalty: 84243.031250
Iteration 246Q: 39 clusters Score -1.022393e+08 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 31438 members 
Mstep: Class 3 contains 84577 members 
Mstep: Class 4 contains 93045 members 
Mstep: Class 5 contains 81728 members 
Mstep: Class 6 contains 3686 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10974 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 25035 members 
Mstep: Class 13 contains 51993 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4401 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 76503 members 
Mstep: Class 20 contains 71463 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10527 members 
Mstep: Class 23 contains 1648 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7968 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2606 members 
Mstep: Class 29 contains 48113 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12089 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95113 members 
Mstep: Class 37 contains 90515 members 
Mstep: Class 38 contains 1476 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239712.000000 Penalty: 84243.031250
Iteration 247Q: 39 clusters Score -1.022397e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 31376 members 
Mstep: Class 3 contains 84587 members 
Mstep: Class 4 contains 93271 members 
Mstep: Class 5 contains 81746 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10967 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 24959 members 
Mstep: Class 13 contains 51997 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3737 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 18 contains 8096 members 
Mstep: Class 19 contains 76615 members 
Mstep: Class 20 contains 71288 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10539 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7966 members 
Mstep: Class 26 contains 1246 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2607 members 
Mstep: Class 29 contains 48095 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 2093 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12049 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95118 members 
Mstep: Class 37 contains 90510 members 
Mstep: Class 38 contains 1478 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239840.000000 Penalty: 84243.031250
Iteration 248Q: 39 clusters Score -1.022398e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 31348 members 
Mstep: Class 3 contains 84573 members 
Mstep: Class 4 contains 93544 members 
Mstep: Class 5 contains 81719 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10961 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 24888 members 
Mstep: Class 13 contains 51998 members 
Mstep: Class 14 contains 4484 members 
Mstep: Class 15 contains 3744 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4411 members 
Mstep: Class 18 contains 8089 members 
Mstep: Class 19 contains 76693 members 
Mstep: Class 20 contains 71125 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10558 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7966 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2606 members 
Mstep: Class 29 contains 48079 members 
Mstep: Class 30 contains 3228 members 
Mstep: Class 31 contains 2100 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 12003 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95122 members 
Mstep: Class 37 contains 90522 members 
Mstep: Class 38 contains 1483 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239784.000000 Penalty: 84243.031250
Iteration 249Q: 39 clusters Score -1.022398e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 31316 members 
Mstep: Class 3 contains 84575 members 
Mstep: Class 4 contains 93728 members 
Mstep: Class 5 contains 81686 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10952 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 51991 members 
Mstep: Class 14 contains 4490 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4419 members 
Mstep: Class 18 contains 8082 members 
Mstep: Class 19 contains 76820 members 
Mstep: Class 20 contains 70980 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10583 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7965 members 
Mstep: Class 26 contains 1247 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2605 members 
Mstep: Class 29 contains 48072 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2099 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11967 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95142 members 
Mstep: Class 37 contains 90513 members 
Mstep: Class 38 contains 1485 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239776.000000 Penalty: 84243.031250
Iteration 250Q: 39 clusters Score -1.022398e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 31275 members 
Mstep: Class 3 contains 84519 members 
Mstep: Class 4 contains 93910 members 
Mstep: Class 5 contains 81694 members 
Mstep: Class 6 contains 3695 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10954 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 24753 members 
Mstep: Class 13 contains 51982 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 8069 members 
Mstep: Class 19 contains 76985 members 
Mstep: Class 20 contains 70795 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10604 members 
Mstep: Class 23 contains 1646 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7963 members 
Mstep: Class 26 contains 1249 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2604 members 
Mstep: Class 29 contains 48070 members 
Mstep: Class 30 contains 3223 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11942 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95161 members 
Mstep: Class 37 contains 90542 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239648.000000 Penalty: 84243.031250
Iteration 251Q: 39 clusters Score -1.022396e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 31238 members 
Mstep: Class 3 contains 84406 members 
Mstep: Class 4 contains 94111 members 
Mstep: Class 5 contains 81691 members 
Mstep: Class 6 contains 3694 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10950 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 24695 members 
Mstep: Class 13 contains 51986 members 
Mstep: Class 14 contains 4497 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4438 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 77154 members 
Mstep: Class 20 contains 70642 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10624 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7963 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2603 members 
Mstep: Class 29 contains 48071 members 
Mstep: Class 30 contains 3224 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11910 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95172 members 
Mstep: Class 37 contains 90566 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239728.000000 Penalty: 84243.031250
Iteration 252Q: 39 clusters Score -1.022397e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 31206 members 
Mstep: Class 3 contains 84278 members 
Mstep: Class 4 contains 94272 members 
Mstep: Class 5 contains 81740 members 
Mstep: Class 6 contains 3692 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10937 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 24656 members 
Mstep: Class 13 contains 52002 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 3758 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 8053 members 
Mstep: Class 19 contains 77352 members 
Mstep: Class 20 contains 70480 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10643 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 1716 members 
Mstep: Class 25 contains 7967 members 
Mstep: Class 26 contains 1255 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 48073 members 
Mstep: Class 30 contains 3225 members 
Mstep: Class 31 contains 2105 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11880 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95159 members 
Mstep: Class 37 contains 90554 members 
Mstep: Class 38 contains 1485 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239640.000000 Penalty: 84243.031250
Iteration 253Q: 39 clusters Score -1.022396e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 31190 members 
Mstep: Class 3 contains 84166 members 
Mstep: Class 4 contains 94488 members 
Mstep: Class 5 contains 81687 members 
Mstep: Class 6 contains 3692 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10915 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 24623 members 
Mstep: Class 13 contains 52006 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 3761 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4468 members 
Mstep: Class 18 contains 8044 members 
Mstep: Class 19 contains 77540 members 
Mstep: Class 20 contains 70328 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10652 members 
Mstep: Class 23 contains 1646 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 1256 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 48084 members 
Mstep: Class 30 contains 3224 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11849 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95151 members 
Mstep: Class 37 contains 90553 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239816.000000 Penalty: 84243.031250
Iteration 254Q: 39 clusters Score -1.022398e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 31165 members 
Mstep: Class 3 contains 83999 members 
Mstep: Class 4 contains 94692 members 
Mstep: Class 5 contains 81691 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10908 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 24582 members 
Mstep: Class 13 contains 52014 members 
Mstep: Class 14 contains 4524 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4496 members 
Mstep: Class 18 contains 8035 members 
Mstep: Class 19 contains 77746 members 
Mstep: Class 20 contains 70158 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10654 members 
Mstep: Class 23 contains 1646 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7975 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2598 members 
Mstep: Class 29 contains 48097 members 
Mstep: Class 30 contains 3223 members 
Mstep: Class 31 contains 2104 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11826 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95147 members 
Mstep: Class 37 contains 90557 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240128.000000 Penalty: 84243.031250
Iteration 255Q: 39 clusters Score -1.022401e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 31144 members 
Mstep: Class 3 contains 83809 members 
Mstep: Class 4 contains 94904 members 
Mstep: Class 5 contains 81684 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10900 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 24541 members 
Mstep: Class 13 contains 52018 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4510 members 
Mstep: Class 18 contains 8034 members 
Mstep: Class 19 contains 77960 members 
Mstep: Class 20 contains 70010 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10654 members 
Mstep: Class 23 contains 1646 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7980 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 48105 members 
Mstep: Class 30 contains 3225 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11798 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95140 members 
Mstep: Class 37 contains 90574 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239992.000000 Penalty: 84243.031250
Iteration 256Q: 39 clusters Score -1.0224e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 31130 members 
Mstep: Class 3 contains 83648 members 
Mstep: Class 4 contains 95101 members 
Mstep: Class 5 contains 81690 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 24501 members 
Mstep: Class 13 contains 52019 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4532 members 
Mstep: Class 18 contains 8036 members 
Mstep: Class 19 contains 78184 members 
Mstep: Class 20 contains 69836 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10655 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2598 members 
Mstep: Class 29 contains 48108 members 
Mstep: Class 30 contains 3228 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11761 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95146 members 
Mstep: Class 37 contains 90573 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239848.000000 Penalty: 84243.031250
Iteration 257Q: 39 clusters Score -1.022398e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 31125 members 
Mstep: Class 3 contains 83465 members 
Mstep: Class 4 contains 95262 members 
Mstep: Class 5 contains 81679 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 24462 members 
Mstep: Class 13 contains 52019 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4544 members 
Mstep: Class 18 contains 8043 members 
Mstep: Class 19 contains 78431 members 
Mstep: Class 20 contains 69693 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10659 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7985 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2598 members 
Mstep: Class 29 contains 48115 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2105 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11725 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95148 members 
Mstep: Class 37 contains 90579 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239896.000000 Penalty: 84243.031250
Iteration 258Q: 39 clusters Score -1.022399e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 31149 members 
Mstep: Class 3 contains 83232 members 
Mstep: Class 4 contains 95427 members 
Mstep: Class 5 contains 81678 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10890 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 24425 members 
Mstep: Class 13 contains 52016 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 78715 members 
Mstep: Class 20 contains 69531 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10668 members 
Mstep: Class 23 contains 1648 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7988 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 48129 members 
Mstep: Class 30 contains 3222 members 
Mstep: Class 31 contains 2105 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11693 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95142 members 
Mstep: Class 37 contains 90570 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240048.000000 Penalty: 84243.031250
Iteration 259Q: 39 clusters Score -1.0224e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 31181 members 
Mstep: Class 3 contains 83045 members 
Mstep: Class 4 contains 95560 members 
Mstep: Class 5 contains 81681 members 
Mstep: Class 6 contains 3682 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10892 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 24397 members 
Mstep: Class 13 contains 52011 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4558 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 78967 members 
Mstep: Class 20 contains 69370 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10667 members 
Mstep: Class 23 contains 1646 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 7997 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2595 members 
Mstep: Class 29 contains 48141 members 
Mstep: Class 30 contains 3221 members 
Mstep: Class 31 contains 2105 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11663 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95139 members 
Mstep: Class 37 contains 90564 members 
Mstep: Class 38 contains 1490 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239752.000000 Penalty: 84243.031250
Iteration 260F: 39 clusters Score -1.022398e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 31225 members 
Mstep: Class 3 contains 82925 members 
Mstep: Class 4 contains 95666 members 
Mstep: Class 5 contains 81633 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10896 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 24369 members 
Mstep: Class 13 contains 52008 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 79186 members 
Mstep: Class 20 contains 69247 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10673 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 1715 members 
Mstep: Class 25 contains 8002 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2590 members 
Mstep: Class 29 contains 48152 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 2108 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11634 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95128 members 
Mstep: Class 37 contains 90558 members 
Mstep: Class 38 contains 1490 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239600.000000 Penalty: 84243.031250
Iteration 261Q: 39 clusters Score -1.022396e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 31254 members 
Mstep: Class 3 contains 82842 members 
Mstep: Class 4 contains 95773 members 
Mstep: Class 5 contains 81587 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 10902 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 24336 members 
Mstep: Class 13 contains 52008 members 
Mstep: Class 14 contains 4544 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 79375 members 
Mstep: Class 20 contains 69135 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10679 members 
Mstep: Class 23 contains 1642 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 8000 members 
Mstep: Class 26 contains 1260 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2581 members 
Mstep: Class 29 contains 48162 members 
Mstep: Class 30 contains 3221 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11610 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95125 members 
Mstep: Class 37 contains 90539 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239552.000000 Penalty: 84243.031250
Iteration 262Q: 39 clusters Score -1.022396e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 31286 members 
Mstep: Class 3 contains 82818 members 
Mstep: Class 4 contains 95881 members 
Mstep: Class 5 contains 81501 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 8 contains 428 members 
Mstep: Class 9 contains 10902 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 24314 members 
Mstep: Class 13 contains 52005 members 
Mstep: Class 14 contains 4548 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 8038 members 
Mstep: Class 19 contains 79559 members 
Mstep: Class 20 contains 68988 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10685 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 7998 members 
Mstep: Class 26 contains 1262 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2577 members 
Mstep: Class 29 contains 48176 members 
Mstep: Class 30 contains 3221 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11586 members 
Mstep: Class 34 contains 229 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95142 members 
Mstep: Class 37 contains 90498 members 
Mstep: Class 38 contains 1487 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239496.000000 Penalty: 84243.031250
Iteration 263Q: 39 clusters Score -1.022395e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 31323 members 
Mstep: Class 3 contains 82805 members 
Mstep: Class 4 contains 95998 members 
Mstep: Class 5 contains 81429 members 
Mstep: Class 6 contains 3671 members 
Mstep: Class 8 contains 428 members 
Mstep: Class 9 contains 10907 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 24300 members 
Mstep: Class 13 contains 52004 members 
Mstep: Class 14 contains 4552 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 79707 members 
Mstep: Class 20 contains 68842 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10681 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 7994 members 
Mstep: Class 26 contains 1263 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2573 members 
Mstep: Class 29 contains 48187 members 
Mstep: Class 30 contains 3224 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11552 members 
Mstep: Class 34 contains 228 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95159 members 
Mstep: Class 37 contains 90465 members 
Mstep: Class 38 contains 1487 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239664.000000 Penalty: 84243.031250
Iteration 264Q: 39 clusters Score -1.022397e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 31365 members 
Mstep: Class 3 contains 82773 members 
Mstep: Class 4 contains 96088 members 
Mstep: Class 5 contains 81375 members 
Mstep: Class 6 contains 3669 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 10907 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 24293 members 
Mstep: Class 13 contains 52004 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4646 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 79832 members 
Mstep: Class 20 contains 68742 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10675 members 
Mstep: Class 23 contains 1642 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 7991 members 
Mstep: Class 26 contains 1264 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2566 members 
Mstep: Class 29 contains 48197 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 2109 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11521 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95171 members 
Mstep: Class 37 contains 90444 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239544.000000 Penalty: 84243.031250
Iteration 265Q: 39 clusters Score -1.022395e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 31384 members 
Mstep: Class 3 contains 82778 members 
Mstep: Class 4 contains 96176 members 
Mstep: Class 5 contains 81271 members 
Mstep: Class 6 contains 3669 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 10907 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 24288 members 
Mstep: Class 13 contains 52000 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 3746 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4661 members 
Mstep: Class 18 contains 8029 members 
Mstep: Class 19 contains 79973 members 
Mstep: Class 20 contains 68669 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10668 members 
Mstep: Class 23 contains 1640 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 7990 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2562 members 
Mstep: Class 29 contains 48202 members 
Mstep: Class 30 contains 3224 members 
Mstep: Class 31 contains 2109 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11489 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95178 members 
Mstep: Class 37 contains 90434 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239384.000000 Penalty: 84243.031250
Iteration 266Q: 39 clusters Score -1.022394e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 31393 members 
Mstep: Class 3 contains 82775 members 
Mstep: Class 4 contains 96286 members 
Mstep: Class 5 contains 81186 members 
Mstep: Class 6 contains 3666 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 24283 members 
Mstep: Class 13 contains 51995 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 3749 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 80090 members 
Mstep: Class 20 contains 68581 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10665 members 
Mstep: Class 23 contains 1640 members 
Mstep: Class 24 contains 1718 members 
Mstep: Class 25 contains 7989 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2557 members 
Mstep: Class 29 contains 48216 members 
Mstep: Class 30 contains 3223 members 
Mstep: Class 31 contains 2111 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11461 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95173 members 
Mstep: Class 37 contains 90433 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239176.000000 Penalty: 84243.031250
Iteration 267Q: 39 clusters Score -1.022392e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 31386 members 
Mstep: Class 3 contains 82824 members 
Mstep: Class 4 contains 96396 members 
Mstep: Class 5 contains 81092 members 
Mstep: Class 6 contains 3664 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 10904 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 24274 members 
Mstep: Class 13 contains 51989 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4679 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 80212 members 
Mstep: Class 20 contains 68466 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10662 members 
Mstep: Class 23 contains 1639 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 7988 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2549 members 
Mstep: Class 29 contains 48225 members 
Mstep: Class 30 contains 3225 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11440 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95181 members 
Mstep: Class 37 contains 90417 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239344.000000 Penalty: 84243.031250
Iteration 268Q: 39 clusters Score -1.022393e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 31388 members 
Mstep: Class 3 contains 82814 members 
Mstep: Class 4 contains 96514 members 
Mstep: Class 5 contains 81040 members 
Mstep: Class 6 contains 3660 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 10902 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 24263 members 
Mstep: Class 13 contains 51984 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4687 members 
Mstep: Class 18 contains 8034 members 
Mstep: Class 19 contains 80323 members 
Mstep: Class 20 contains 68350 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10655 members 
Mstep: Class 23 contains 1641 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 7994 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2544 members 
Mstep: Class 29 contains 48236 members 
Mstep: Class 30 contains 3228 members 
Mstep: Class 31 contains 2112 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11413 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95201 members 
Mstep: Class 37 contains 90406 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239352.000000 Penalty: 84243.031250
Iteration 269Q: 39 clusters Score -1.022394e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 31405 members 
Mstep: Class 3 contains 82822 members 
Mstep: Class 4 contains 96579 members 
Mstep: Class 5 contains 80981 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 10901 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 24260 members 
Mstep: Class 13 contains 51985 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4700 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 80430 members 
Mstep: Class 20 contains 68250 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10648 members 
Mstep: Class 23 contains 1641 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 7996 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2540 members 
Mstep: Class 29 contains 48247 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11388 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95234 members 
Mstep: Class 37 contains 90374 members 
Mstep: Class 38 contains 1487 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239312.000000 Penalty: 84243.031250
Iteration 270Q: 39 clusters Score -1.022393e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 31423 members 
Mstep: Class 3 contains 82811 members 
Mstep: Class 4 contains 96642 members 
Mstep: Class 5 contains 80956 members 
Mstep: Class 6 contains 3651 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 10906 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 24248 members 
Mstep: Class 13 contains 51993 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 3749 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 80536 members 
Mstep: Class 20 contains 68176 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10648 members 
Mstep: Class 23 contains 1641 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 7993 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2535 members 
Mstep: Class 29 contains 48258 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11355 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95240 members 
Mstep: Class 37 contains 90332 members 
Mstep: Class 38 contains 1487 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239216.000000 Penalty: 84243.031250
Iteration 271Q: 39 clusters Score -1.022392e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 31439 members 
Mstep: Class 3 contains 82865 members 
Mstep: Class 4 contains 96687 members 
Mstep: Class 5 contains 80897 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 8 contains 425 members 
Mstep: Class 9 contains 10911 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 24238 members 
Mstep: Class 13 contains 51996 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 80623 members 
Mstep: Class 20 contains 68112 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10647 members 
Mstep: Class 23 contains 1642 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 7989 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2533 members 
Mstep: Class 29 contains 48265 members 
Mstep: Class 30 contains 3231 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11319 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 357 members 
Mstep: Class 36 contains 95256 members 
Mstep: Class 37 contains 90289 members 
Mstep: Class 38 contains 1487 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239320.000000 Penalty: 84243.031250
Iteration 272Q: 39 clusters Score -1.022393e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 31454 members 
Mstep: Class 3 contains 82877 members 
Mstep: Class 4 contains 96760 members 
Mstep: Class 5 contains 80883 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 8 contains 424 members 
Mstep: Class 9 contains 10911 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 24224 members 
Mstep: Class 13 contains 52003 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 3749 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4740 members 
Mstep: Class 18 contains 8028 members 
Mstep: Class 19 contains 80669 members 
Mstep: Class 20 contains 68075 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10643 members 
Mstep: Class 23 contains 1644 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 7987 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2529 members 
Mstep: Class 29 contains 48277 members 
Mstep: Class 30 contains 3232 members 
Mstep: Class 31 contains 2112 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11285 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95258 members 
Mstep: Class 37 contains 90233 members 
Mstep: Class 38 contains 1487 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239304.000000 Penalty: 84243.031250
Iteration 273Q: 39 clusters Score -1.022393e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 31465 members 
Mstep: Class 3 contains 82889 members 
Mstep: Class 4 contains 96836 members 
Mstep: Class 5 contains 80873 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 10912 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 24213 members 
Mstep: Class 13 contains 52002 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4752 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 80721 members 
Mstep: Class 20 contains 68022 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10641 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 7990 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2525 members 
Mstep: Class 29 contains 48286 members 
Mstep: Class 30 contains 3231 members 
Mstep: Class 31 contains 2112 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11259 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95272 members 
Mstep: Class 37 contains 90173 members 
Mstep: Class 38 contains 1487 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239480.000000 Penalty: 84243.031250
Iteration 274Q: 39 clusters Score -1.022395e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 31476 members 
Mstep: Class 3 contains 82962 members 
Mstep: Class 4 contains 96864 members 
Mstep: Class 5 contains 80824 members 
Mstep: Class 6 contains 3643 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 24201 members 
Mstep: Class 13 contains 52001 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 3753 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4765 members 
Mstep: Class 18 contains 8017 members 
Mstep: Class 19 contains 80784 members 
Mstep: Class 20 contains 67977 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10644 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 7985 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2520 members 
Mstep: Class 29 contains 48295 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 2112 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11235 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95281 members 
Mstep: Class 37 contains 90128 members 
Mstep: Class 38 contains 1487 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239480.000000 Penalty: 84243.031250
Iteration 275Q: 39 clusters Score -1.022395e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 31480 members 
Mstep: Class 3 contains 83057 members 
Mstep: Class 4 contains 96886 members 
Mstep: Class 5 contains 80740 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 24193 members 
Mstep: Class 13 contains 52003 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 3753 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4782 members 
Mstep: Class 18 contains 8012 members 
Mstep: Class 19 contains 80827 members 
Mstep: Class 20 contains 67965 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 10645 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 7983 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 156 members 
Mstep: Class 28 contains 2518 members 
Mstep: Class 29 contains 48303 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11214 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95287 members 
Mstep: Class 37 contains 90079 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239632.000000 Penalty: 84243.031250
Iteration 276Q: 39 clusters Score -1.022396e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 31484 members 
Mstep: Class 3 contains 83123 members 
Mstep: Class 4 contains 96915 members 
Mstep: Class 5 contains 80664 members 
Mstep: Class 6 contains 3634 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 10916 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 24185 members 
Mstep: Class 13 contains 52000 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4790 members 
Mstep: Class 18 contains 8006 members 
Mstep: Class 19 contains 80865 members 
Mstep: Class 20 contains 67971 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10649 members 
Mstep: Class 23 contains 1644 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 7979 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2514 members 
Mstep: Class 29 contains 48304 members 
Mstep: Class 30 contains 3232 members 
Mstep: Class 31 contains 2110 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11198 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95301 members 
Mstep: Class 37 contains 90047 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239592.000000 Penalty: 84243.031250
Iteration 277Q: 39 clusters Score -1.022396e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 31488 members 
Mstep: Class 3 contains 83171 members 
Mstep: Class 4 contains 96953 members 
Mstep: Class 5 contains 80586 members 
Mstep: Class 6 contains 3632 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10920 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 24183 members 
Mstep: Class 13 contains 51995 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 8006 members 
Mstep: Class 19 contains 80890 members 
Mstep: Class 20 contains 67988 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10650 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 1722 members 
Mstep: Class 25 contains 7973 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2511 members 
Mstep: Class 29 contains 48318 members 
Mstep: Class 30 contains 3229 members 
Mstep: Class 31 contains 2109 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11175 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95309 members 
Mstep: Class 37 contains 90013 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239856.000000 Penalty: 84243.031250
Iteration 278Q: 39 clusters Score -1.022399e+08 nChanged 1073
Entering ConstructFrom: 
Score: -102239856.000000 Penalty: 84243.031250
Entering ConstructFrom: 
Trying to split cluster 1 (5884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Entering Unmasked Estep 
Score: -716555.187500 Penalty: 1410.498657
	Iteration 0F: 2 clusters Score -716555.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -712043.500000 Penalty: 2820.997314
	Iteration 0F: 3 clusters Score -712043.5 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -713362.250000 Penalty: 2820.997314
	Iteration 1F: 3 clusters Score -713362.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -713610.625000 Penalty: 2820.997314
	Iteration 2F: 3 clusters Score -713610.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -713837.000000 Penalty: 2820.997314
	Iteration 3F: 3 clusters Score -713837 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -714054.187500 Penalty: 2820.997314
	Iteration 4F: 3 clusters Score -714054.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -714279.687500 Penalty: 2820.997314
	Iteration 5F: 3 clusters Score -714279.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -714487.312500 Penalty: 2820.997314
	Iteration 6F: 3 clusters Score -714487.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -714666.312500 Penalty: 2820.997314
	Iteration 7Q: 3 clusters Score -714666.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -714821.875000 Penalty: 2820.997314
	Iteration 8Q: 3 clusters Score -714821.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -714957.250000 Penalty: 2820.997314
	Iteration 9Q: 3 clusters Score -714957.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -715078.875000 Penalty: 2820.997314
	Iteration 10Q: 3 clusters Score -715078.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -715202.062500 Penalty: 2820.997314
	Iteration 11Q: 3 clusters Score -715202.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -715308.812500 Penalty: 2820.997314
	Iteration 12Q: 3 clusters Score -715308.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -715427.250000 Penalty: 2820.997314
	Iteration 13Q: 3 clusters Score -715427.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -715575.562500 Penalty: 2820.997314
	Iteration 14Q: 3 clusters Score -715575.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -715698.750000 Penalty: 2820.997314
	Iteration 15Q: 3 clusters Score -715698.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -715773.812500 Penalty: 2820.997314
	Iteration 16Q: 3 clusters Score -715773.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -715811.500000 Penalty: 2820.997314
	Iteration 17Q: 3 clusters Score -715811.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -715832.562500 Penalty: 2820.997314
	Iteration 18Q: 3 clusters Score -715832.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -715843.125000 Penalty: 2820.997314
	Iteration 19Q: 3 clusters Score -715843.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -715848.562500 Penalty: 2820.997314
	Iteration 20F: 3 clusters Score -715848.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -715854.187500 Penalty: 2820.997314
	Iteration 21Q: 3 clusters Score -715854.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -715858.937500 Penalty: 2820.997314
	Iteration 22Q: 3 clusters Score -715858.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -715861.375000 Penalty: 2820.997314
	Iteration 23Q: 3 clusters Score -715861.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -715862.812500 Penalty: 2820.997314
	Iteration 24Q: 3 clusters Score -715862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -715864.312500 Penalty: 2820.997314
	Iteration 25Q: 3 clusters Score -715864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -715864.687500 Penalty: 2820.997314
	Iteration 26Q: 3 clusters Score -715864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -715867.062500 Penalty: 2820.997314
	Iteration 27Q: 3 clusters Score -715867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -715867.875000 Penalty: 2820.997314
	Iteration 28Q: 3 clusters Score -715867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -715868.625000 Penalty: 2820.997314
	Iteration 29Q: 3 clusters Score -715868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -715867.437500 Penalty: 2820.997314
	Iteration 30Q: 3 clusters Score -715867.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -715868.187500 Penalty: 2820.997314
	Iteration 31Q: 3 clusters Score -715868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -715868.500000 Penalty: 2820.997314
	Iteration 32Q: 3 clusters Score -715868.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -715870.250000 Penalty: 2820.997314
	Iteration 33Q: 3 clusters Score -715870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -715870.625000 Penalty: 2820.997314
	Iteration 34Q: 3 clusters Score -715870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -715872.000000 Penalty: 2820.997314
	Iteration 35Q: 3 clusters Score -715872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -715872.750000 Penalty: 2820.997314
	Iteration 36Q: 3 clusters Score -715872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -715874.500000 Penalty: 2820.997314
	Iteration 37Q: 3 clusters Score -715874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -715873.937500 Penalty: 2820.997314
	Iteration 38Q: 3 clusters Score -715873.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -715873.750000 Penalty: 2820.997314
	Iteration 39Q: 3 clusters Score -715873.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -715873.750000 Penalty: 2820.997314
	Iteration 40F: 3 clusters Score -715873.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Entering Unmasked Estep 
Score: -3844609.750000 Penalty: 1683.097046
	Iteration 0F: 2 clusters Score -3844610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3823381.500000 Penalty: 3366.194092
	Iteration 0F: 3 clusters Score -3823382 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -3831482.500000 Penalty: 3366.194092
	Iteration 1F: 3 clusters Score -3831482 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3831889.750000 Penalty: 3366.194092
	Iteration 2Q: 3 clusters Score -3831890 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3832289.750000 Penalty: 3366.194092
	Iteration 3Q: 3 clusters Score -3832290 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3832681.750000 Penalty: 3366.194092
	Iteration 4Q: 3 clusters Score -3832682 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3833105.500000 Penalty: 3366.194092
	Iteration 5Q: 3 clusters Score -3833106 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3833641.500000 Penalty: 3366.194092
	Iteration 6Q: 3 clusters Score -3833642 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3834358.000000 Penalty: 3366.194092
	Iteration 7Q: 3 clusters Score -3834358 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3835251.750000 Penalty: 3366.194092
	Iteration 8Q: 3 clusters Score -3835252 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3836211.500000 Penalty: 3366.194092
	Iteration 9Q: 3 clusters Score -3836212 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3837159.750000 Penalty: 3366.194092
	Iteration 10Q: 3 clusters Score -3837160 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3837882.750000 Penalty: 3366.194092
	Iteration 11Q: 3 clusters Score -3837883 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3838357.500000 Penalty: 3366.194092
	Iteration 12Q: 3 clusters Score -3838358 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3838687.750000 Penalty: 3366.194092
	Iteration 13Q: 3 clusters Score -3838688 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3838978.500000 Penalty: 3366.194092
	Iteration 14Q: 3 clusters Score -3838978 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3839231.750000 Penalty: 3366.194092
	Iteration 15Q: 3 clusters Score -3839232 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3839485.000000 Penalty: 3366.194092
	Iteration 16Q: 3 clusters Score -3839485 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3839788.500000 Penalty: 3366.194092
	Iteration 17Q: 3 clusters Score -3839788 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3840101.750000 Penalty: 3366.194092
	Iteration 18Q: 3 clusters Score -3840102 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3840434.500000 Penalty: 3366.194092
	Iteration 19Q: 3 clusters Score -3840434 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3840800.250000 Penalty: 3366.194092
	Iteration 20F: 3 clusters Score -3840800 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3841179.000000 Penalty: 3366.194092
	Iteration 21Q: 3 clusters Score -3841179 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3841521.500000 Penalty: 3366.194092
	Iteration 22Q: 3 clusters Score -3841522 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3841855.250000 Penalty: 3366.194092
	Iteration 23Q: 3 clusters Score -3841855 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3842152.250000 Penalty: 3366.194092
	Iteration 24Q: 3 clusters Score -3842152 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3842379.000000 Penalty: 3366.194092
	Iteration 25Q: 3 clusters Score -3842379 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3842576.000000 Penalty: 3366.194092
	Iteration 26Q: 3 clusters Score -3842576 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3842720.000000 Penalty: 3366.194092
	Iteration 27Q: 3 clusters Score -3842720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3842825.250000 Penalty: 3366.194092
	Iteration 28Q: 3 clusters Score -3842825 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3842911.500000 Penalty: 3366.194092
	Iteration 29Q: 3 clusters Score -3842912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3842974.500000 Penalty: 3366.194092
	Iteration 30Q: 3 clusters Score -3842974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3843020.250000 Penalty: 3366.194092
	Iteration 31Q: 3 clusters Score -3843020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3843048.000000 Penalty: 3366.194092
	Iteration 32Q: 3 clusters Score -3843048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3843071.000000 Penalty: 3366.194092
	Iteration 33Q: 3 clusters Score -3843071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3843087.500000 Penalty: 3366.194092
	Iteration 34Q: 3 clusters Score -3843088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3843096.750000 Penalty: 3366.194092
	Iteration 35Q: 3 clusters Score -3843097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3843111.750000 Penalty: 3366.194092
	Iteration 36Q: 3 clusters Score -3843112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3843125.250000 Penalty: 3366.194092
	Iteration 37Q: 3 clusters Score -3843125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3843131.250000 Penalty: 3366.194092
	Iteration 38Q: 3 clusters Score -3843131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3843134.250000 Penalty: 3366.194092
	Iteration 39Q: 3 clusters Score -3843134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3843135.750000 Penalty: 3366.194092
	Iteration 40F: 3 clusters Score -3843136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3843135.750000 Penalty: 3366.194092
	Iteration 41Q: 3 clusters Score -3843136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3843137.750000 Penalty: 3366.194092
	Iteration 42Q: 3 clusters Score -3843138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3843138.250000 Penalty: 3366.194092
	Iteration 43Q: 3 clusters Score -3843138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3843138.250000 Penalty: 3366.194092
	Iteration 44F: 3 clusters Score -3843138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Entering Unmasked Estep 
Score: -10389863.000000 Penalty: 1840.921997
	Iteration 0F: 2 clusters Score -1.038986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -10334273.000000 Penalty: 3681.843994
	Iteration 0F: 3 clusters Score -1.033427e+07 nChanged 39728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -10356944.000000 Penalty: 3681.843994
	Iteration 1F: 3 clusters Score -1.035694e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -10357513.000000 Penalty: 3681.843994
	Iteration 2Q: 3 clusters Score -1.035751e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -10358078.000000 Penalty: 3681.843994
	Iteration 3Q: 3 clusters Score -1.035808e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -10358800.000000 Penalty: 3681.843994
	Iteration 4Q: 3 clusters Score -1.03588e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -10359843.000000 Penalty: 3681.843994
	Iteration 5Q: 3 clusters Score -1.035984e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -10361501.000000 Penalty: 3681.843994
	Iteration 6Q: 3 clusters Score -1.03615e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -10363818.000000 Penalty: 3681.843994
	Iteration 7Q: 3 clusters Score -1.036382e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -10366989.000000 Penalty: 3681.843994
	Iteration 8F: 3 clusters Score -1.036699e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -10370718.000000 Penalty: 3681.843994
	Iteration 9F: 3 clusters Score -1.037072e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -10374229.000000 Penalty: 3681.843994
	Iteration 10F: 3 clusters Score -1.037423e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -10376546.000000 Penalty: 3681.843994
	Iteration 11Q: 3 clusters Score -1.037655e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -10377683.000000 Penalty: 3681.843994
	Iteration 12Q: 3 clusters Score -1.037768e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -10378250.000000 Penalty: 3681.843994
	Iteration 13Q: 3 clusters Score -1.037825e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -10378668.000000 Penalty: 3681.843994
	Iteration 14Q: 3 clusters Score -1.037867e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -10379018.000000 Penalty: 3681.843994
	Iteration 15Q: 3 clusters Score -1.037902e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -10379441.000000 Penalty: 3681.843994
	Iteration 16Q: 3 clusters Score -1.037944e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -10379869.000000 Penalty: 3681.843994
	Iteration 17Q: 3 clusters Score -1.037987e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -10380254.000000 Penalty: 3681.843994
	Iteration 18Q: 3 clusters Score -1.038025e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -10380698.000000 Penalty: 3681.843994
	Iteration 19Q: 3 clusters Score -1.03807e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -10381168.000000 Penalty: 3681.843994
	Iteration 20F: 3 clusters Score -1.038117e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -10381661.000000 Penalty: 3681.843994
	Iteration 21Q: 3 clusters Score -1.038166e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -10382105.000000 Penalty: 3681.843994
	Iteration 22Q: 3 clusters Score -1.03821e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -10382567.000000 Penalty: 3681.843994
	Iteration 23Q: 3 clusters Score -1.038257e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -10383075.000000 Penalty: 3681.843994
	Iteration 24Q: 3 clusters Score -1.038308e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -10383548.000000 Penalty: 3681.843994
	Iteration 25Q: 3 clusters Score -1.038355e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -10383988.000000 Penalty: 3681.843994
	Iteration 26Q: 3 clusters Score -1.038399e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -10384449.000000 Penalty: 3681.843994
	Iteration 27Q: 3 clusters Score -1.038445e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -10384808.000000 Penalty: 3681.843994
	Iteration 28Q: 3 clusters Score -1.038481e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -10385101.000000 Penalty: 3681.843994
	Iteration 29Q: 3 clusters Score -1.03851e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -10385363.000000 Penalty: 3681.843994
	Iteration 30Q: 3 clusters Score -1.038536e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 67629 members 
Entering Unmasked Estep 
Score: -10385591.000000 Penalty: 3681.843994
	Iteration 31Q: 3 clusters Score -1.038559e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -10385748.000000 Penalty: 3681.843994
	Iteration 32Q: 3 clusters Score -1.038575e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -10385879.000000 Penalty: 3681.843994
	Iteration 33Q: 3 clusters Score -1.038588e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -10386047.000000 Penalty: 3681.843994
	Iteration 34Q: 3 clusters Score -1.038605e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -10386163.000000 Penalty: 3681.843994
	Iteration 35Q: 3 clusters Score -1.038616e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -10386228.000000 Penalty: 3681.843994
	Iteration 36Q: 3 clusters Score -1.038623e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -10386301.000000 Penalty: 3681.843994
	Iteration 37Q: 3 clusters Score -1.03863e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -10386406.000000 Penalty: 3681.843994
	Iteration 38Q: 3 clusters Score -1.038641e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -10386524.000000 Penalty: 3681.843994
	Iteration 39Q: 3 clusters Score -1.038652e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 71329 members 
Entering Unmasked Estep 
Score: -10386586.000000 Penalty: 3681.843994
	Iteration 40F: 3 clusters Score -1.038659e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -10386679.000000 Penalty: 3681.843994
	Iteration 41Q: 3 clusters Score -1.038668e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -10386738.000000 Penalty: 3681.843994
	Iteration 42Q: 3 clusters Score -1.038674e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -10386830.000000 Penalty: 3681.843994
	Iteration 43Q: 3 clusters Score -1.038683e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -10386862.000000 Penalty: 3681.843994
	Iteration 44Q: 3 clusters Score -1.038686e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -10386890.000000 Penalty: 3681.843994
	Iteration 45Q: 3 clusters Score -1.038689e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -10386915.000000 Penalty: 3681.843994
	Iteration 46Q: 3 clusters Score -1.038692e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 73489 members 
Entering Unmasked Estep 
Score: -10386968.000000 Penalty: 3681.843994
	Iteration 47Q: 3 clusters Score -1.038697e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -10387002.000000 Penalty: 3681.843994
	Iteration 48Q: 3 clusters Score -1.0387e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -10387046.000000 Penalty: 3681.843994
	Iteration 49Q: 3 clusters Score -1.038705e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -10387057.000000 Penalty: 3681.843994
	Iteration 50Q: 3 clusters Score -1.038706e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 74610 members 
Entering Unmasked Estep 
Score: -10387106.000000 Penalty: 3681.843994
	Iteration 51Q: 3 clusters Score -1.038711e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -10387121.000000 Penalty: 3681.843994
	Iteration 52Q: 3 clusters Score -1.038712e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -10387198.000000 Penalty: 3681.843994
	Iteration 53Q: 3 clusters Score -1.03872e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -10387245.000000 Penalty: 3681.843994
	Iteration 54Q: 3 clusters Score -1.038724e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -10387291.000000 Penalty: 3681.843994
	Iteration 55Q: 3 clusters Score -1.038729e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -10387357.000000 Penalty: 3681.843994
	Iteration 56Q: 3 clusters Score -1.038736e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -10387404.000000 Penalty: 3681.843994
	Iteration 57Q: 3 clusters Score -1.03874e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 76456 members 
Entering Unmasked Estep 
Score: -10387480.000000 Penalty: 3681.843994
	Iteration 58Q: 3 clusters Score -1.038748e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -10387542.000000 Penalty: 3681.843994
	Iteration 59Q: 3 clusters Score -1.038754e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -10387552.000000 Penalty: 3681.843994
	Iteration 60F: 3 clusters Score -1.038755e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -10387591.000000 Penalty: 3681.843994
	Iteration 61Q: 3 clusters Score -1.038759e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -10387646.000000 Penalty: 3681.843994
	Iteration 62Q: 3 clusters Score -1.038765e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -10387699.000000 Penalty: 3681.843994
	Iteration 63Q: 3 clusters Score -1.03877e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 78041 members 
Entering Unmasked Estep 
Score: -10387717.000000 Penalty: 3681.843994
	Iteration 64Q: 3 clusters Score -1.038772e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -10387782.000000 Penalty: 3681.843994
	Iteration 65Q: 3 clusters Score -1.038778e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -10387792.000000 Penalty: 3681.843994
	Iteration 66Q: 3 clusters Score -1.038779e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -10387827.000000 Penalty: 3681.843994
	Iteration 67Q: 3 clusters Score -1.038783e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 79006 members 
Entering Unmasked Estep 
Score: -10387900.000000 Penalty: 3681.843994
	Iteration 68Q: 3 clusters Score -1.03879e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -10387953.000000 Penalty: 3681.843994
	Iteration 69Q: 3 clusters Score -1.038795e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -10387979.000000 Penalty: 3681.843994
	Iteration 70Q: 3 clusters Score -1.038798e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -10388017.000000 Penalty: 3681.843994
	Iteration 71Q: 3 clusters Score -1.038802e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -10388037.000000 Penalty: 3681.843994
	Iteration 72Q: 3 clusters Score -1.038804e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 80003 members 
Entering Unmasked Estep 
Score: -10388061.000000 Penalty: 3681.843994
	Iteration 73Q: 3 clusters Score -1.038806e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -10388078.000000 Penalty: 3681.843994
	Iteration 74Q: 3 clusters Score -1.038808e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -10388095.000000 Penalty: 3681.843994
	Iteration 75Q: 3 clusters Score -1.03881e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -10388110.000000 Penalty: 3681.843994
	Iteration 76Q: 3 clusters Score -1.038811e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 80527 members 
Entering Unmasked Estep 
Score: -10388127.000000 Penalty: 3681.843994
	Iteration 77Q: 3 clusters Score -1.038813e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -10388161.000000 Penalty: 3681.843994
	Iteration 78Q: 3 clusters Score -1.038816e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -10388158.000000 Penalty: 3681.843994
	Iteration 79Q: 3 clusters Score -1.038816e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -10388181.000000 Penalty: 3681.843994
	Iteration 80F: 3 clusters Score -1.038818e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -10388179.000000 Penalty: 3681.843994
	Iteration 81Q: 3 clusters Score -1.038818e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -10388176.000000 Penalty: 3681.843994
	Iteration 82Q: 3 clusters Score -1.038818e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -10388216.000000 Penalty: 3681.843994
	Iteration 83Q: 3 clusters Score -1.038822e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -10388223.000000 Penalty: 3681.843994
	Iteration 84Q: 3 clusters Score -1.038822e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -10388263.000000 Penalty: 3681.843994
	Iteration 85Q: 3 clusters Score -1.038826e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -10388300.000000 Penalty: 3681.843994
	Iteration 86Q: 3 clusters Score -1.03883e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -10388291.000000 Penalty: 3681.843994
	Iteration 87Q: 3 clusters Score -1.038829e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
Score: -10388330.000000 Penalty: 3681.843994
	Iteration 88Q: 3 clusters Score -1.038833e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -10388336.000000 Penalty: 3681.843994
	Iteration 89Q: 3 clusters Score -1.038834e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -10388344.000000 Penalty: 3681.843994
	Iteration 90Q: 3 clusters Score -1.038834e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -10388361.000000 Penalty: 3681.843994
	Iteration 91Q: 3 clusters Score -1.038836e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -10388383.000000 Penalty: 3681.843994
	Iteration 92Q: 3 clusters Score -1.038838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 81716 members 
Entering Unmasked Estep 
Score: -10388383.000000 Penalty: 3681.843994
	Iteration 93Q: 3 clusters Score -1.038838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
Score: -10388389.000000 Penalty: 3681.843994
	Iteration 94Q: 3 clusters Score -1.038839e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -10388402.000000 Penalty: 3681.843994
	Iteration 95Q: 3 clusters Score -1.03884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -10388414.000000 Penalty: 3681.843994
	Iteration 96Q: 3 clusters Score -1.038841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
Score: -10388414.000000 Penalty: 3681.843994
	Iteration 97Q: 3 clusters Score -1.038841e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -10388424.000000 Penalty: 3681.843994
	Iteration 98Q: 3 clusters Score -1.038842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 81863 members 
Entering Unmasked Estep 
Score: -10388435.000000 Penalty: 3681.843994
	Iteration 99Q: 3 clusters Score -1.038844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -10388440.000000 Penalty: 3681.843994
	Iteration 100F: 3 clusters Score -1.038844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -10388445.000000 Penalty: 3681.843994
	Iteration 101Q: 3 clusters Score -1.038844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 81887 members 
Entering Unmasked Estep 
Score: -10388444.000000 Penalty: 3681.843994
	Iteration 102Q: 3 clusters Score -1.038844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 81897 members 
Entering Unmasked Estep 
Score: -10388444.000000 Penalty: 3681.843994
	Iteration 103Q: 3 clusters Score -1.038844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 81904 members 
Entering Unmasked Estep 
Score: -10388436.000000 Penalty: 3681.843994
	Iteration 104Q: 3 clusters Score -1.038844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -10388421.000000 Penalty: 3681.843994
	Iteration 105Q: 3 clusters Score -1.038842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -10388424.000000 Penalty: 3681.843994
	Iteration 106Q: 3 clusters Score -1.038842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -10388430.000000 Penalty: 3681.843994
	Iteration 107Q: 3 clusters Score -1.038843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -10388448.000000 Penalty: 3681.843994
	Iteration 108Q: 3 clusters Score -1.038845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -10388443.000000 Penalty: 3681.843994
	Iteration 109Q: 3 clusters Score -1.038844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -10388443.000000 Penalty: 3681.843994
	Iteration 110Q: 3 clusters Score -1.038844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -10388444.000000 Penalty: 3681.843994
	Iteration 111Q: 3 clusters Score -1.038844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -10388448.000000 Penalty: 3681.843994
	Iteration 112Q: 3 clusters Score -1.038845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -10388444.000000 Penalty: 3681.843994
	Iteration 113Q: 3 clusters Score -1.038844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -10388451.000000 Penalty: 3681.843994
	Iteration 114Q: 3 clusters Score -1.038845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -10388439.000000 Penalty: 3681.843994
	Iteration 115Q: 3 clusters Score -1.038844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -10388447.000000 Penalty: 3681.843994
	Iteration 116Q: 3 clusters Score -1.038845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -10388451.000000 Penalty: 3681.843994
	Iteration 117Q: 3 clusters Score -1.038845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
Score: -10388455.000000 Penalty: 3681.843994
	Iteration 118Q: 3 clusters Score -1.038846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -10388451.000000 Penalty: 3681.843994
	Iteration 119Q: 3 clusters Score -1.038845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -10388465.000000 Penalty: 3681.843994
	Iteration 120F: 3 clusters Score -1.038846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -10388470.000000 Penalty: 3681.843994
	Iteration 121Q: 3 clusters Score -1.038847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -10388465.000000 Penalty: 3681.843994
	Iteration 122Q: 3 clusters Score -1.038846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -10388470.000000 Penalty: 3681.843994
	Iteration 123Q: 3 clusters Score -1.038847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -10388474.000000 Penalty: 3681.843994
	Iteration 124Q: 3 clusters Score -1.038847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 82082 members 
Entering Unmasked Estep 
Score: -10388463.000000 Penalty: 3681.843994
	Iteration 125Q: 3 clusters Score -1.038846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -10388459.000000 Penalty: 3681.843994
	Iteration 126Q: 3 clusters Score -1.038846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -10388467.000000 Penalty: 3681.843994
	Iteration 127Q: 3 clusters Score -1.038847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -10388468.000000 Penalty: 3681.843994
	Iteration 128Q: 3 clusters Score -1.038847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 82111 members 
Entering Unmasked Estep 
Score: -10388461.000000 Penalty: 3681.843994
	Iteration 129Q: 3 clusters Score -1.038846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -10388463.000000 Penalty: 3681.843994
	Iteration 130Q: 3 clusters Score -1.038846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -10388461.000000 Penalty: 3681.843994
	Iteration 131Q: 3 clusters Score -1.038846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -10388468.000000 Penalty: 3681.843994
	Iteration 132Q: 3 clusters Score -1.038847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -10388468.000000 Penalty: 3681.843994
	Iteration 133Q: 3 clusters Score -1.038847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -10388469.000000 Penalty: 3681.843994
	Iteration 134Q: 3 clusters Score -1.038847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 82128 members 
Entering Unmasked Estep 
Score: -10388466.000000 Penalty: 3681.843994
	Iteration 135Q: 3 clusters Score -1.038847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -10388468.000000 Penalty: 3681.843994
	Iteration 136Q: 3 clusters Score -1.038847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -10388465.000000 Penalty: 3681.843994
	Iteration 137Q: 3 clusters Score -1.038846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 82142 members 
Entering Unmasked Estep 
Score: -10388469.000000 Penalty: 3681.843994
	Iteration 138Q: 3 clusters Score -1.038847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -10388469.000000 Penalty: 3681.843994
	Iteration 139Q: 3 clusters Score -1.038847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -10388467.000000 Penalty: 3681.843994
	Iteration 140F: 3 clusters Score -1.038847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -10388479.000000 Penalty: 3681.843994
	Iteration 141Q: 3 clusters Score -1.038848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -10388464.000000 Penalty: 3681.843994
	Iteration 142Q: 3 clusters Score -1.038846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 82160 members 
Entering Unmasked Estep 
Score: -10388466.000000 Penalty: 3681.843994
	Iteration 143Q: 3 clusters Score -1.038847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 82164 members 
Entering Unmasked Estep 
Score: -10388467.000000 Penalty: 3681.843994
	Iteration 144Q: 3 clusters Score -1.038847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -10388461.000000 Penalty: 3681.843994
	Iteration 145Q: 3 clusters Score -1.038846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -10388458.000000 Penalty: 3681.843994
	Iteration 146Q: 3 clusters Score -1.038846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -10388461.000000 Penalty: 3681.843994
	Iteration 147Q: 3 clusters Score -1.038846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -10388465.000000 Penalty: 3681.843994
	Iteration 148Q: 3 clusters Score -1.038846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -10388457.000000 Penalty: 3681.843994
	Iteration 149Q: 3 clusters Score -1.038846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 82192 members 
Entering Unmasked Estep 
Score: -10388471.000000 Penalty: 3681.843994
	Iteration 150Q: 3 clusters Score -1.038847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -10388473.000000 Penalty: 3681.843994
	Iteration 151Q: 3 clusters Score -1.038847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -10388464.000000 Penalty: 3681.843994
	Iteration 152Q: 3 clusters Score -1.038846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -10388460.000000 Penalty: 3681.843994
	Iteration 153Q: 3 clusters Score -1.038846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -10388465.000000 Penalty: 3681.843994
	Iteration 154Q: 3 clusters Score -1.038846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -10388474.000000 Penalty: 3681.843994
	Iteration 155Q: 3 clusters Score -1.038847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
Score: -10388468.000000 Penalty: 3681.843994
	Iteration 156Q: 3 clusters Score -1.038847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -10388468.000000 Penalty: 3681.843994
	Iteration 157Q: 3 clusters Score -1.038847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -10388471.000000 Penalty: 3681.843994
	Iteration 158Q: 3 clusters Score -1.038847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -10388468.000000 Penalty: 3681.843994
	Iteration 159Q: 3 clusters Score -1.038847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -10388468.000000 Penalty: 3681.843994
	Iteration 160F: 3 clusters Score -1.038847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -10388465.000000 Penalty: 3681.843994
	Iteration 161Q: 3 clusters Score -1.038846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -10388465.000000 Penalty: 3681.843994
	Iteration 162F: 3 clusters Score -1.038846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97019 members 
Entering Unmasked Estep 
Score: -12159389.000000 Penalty: 1865.932617
	Iteration 0F: 2 clusters Score -1.215939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -12098354.000000 Penalty: 3731.865234
	Iteration 0F: 3 clusters Score -1.209835e+07 nChanged 46568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -12125186.000000 Penalty: 3731.865234
	Iteration 1F: 3 clusters Score -1.212519e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -12125714.000000 Penalty: 3731.865234
	Iteration 2Q: 3 clusters Score -1.212571e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -12126518.000000 Penalty: 3731.865234
	Iteration 3Q: 3 clusters Score -1.212652e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -12127556.000000 Penalty: 3731.865234
	Iteration 4Q: 3 clusters Score -1.212756e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -12129434.000000 Penalty: 3731.865234
	Iteration 5Q: 3 clusters Score -1.212943e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -12132136.000000 Penalty: 3731.865234
	Iteration 6F: 3 clusters Score -1.213214e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -12135983.000000 Penalty: 3731.865234
	Iteration 7F: 3 clusters Score -1.213598e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -12140266.000000 Penalty: 3731.865234
	Iteration 8F: 3 clusters Score -1.214027e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -12142861.000000 Penalty: 3731.865234
	Iteration 9F: 3 clusters Score -1.214286e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -12143516.000000 Penalty: 3731.865234
	Iteration 10Q: 3 clusters Score -1.214352e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -12143531.000000 Penalty: 3731.865234
	Iteration 11Q: 3 clusters Score -1.214353e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -12143504.000000 Penalty: 3731.865234
	Iteration 12Q: 3 clusters Score -1.21435e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -12143512.000000 Penalty: 3731.865234
	Iteration 13Q: 3 clusters Score -1.214351e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -12143536.000000 Penalty: 3731.865234
	Iteration 14Q: 3 clusters Score -1.214354e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -12143630.000000 Penalty: 3731.865234
	Iteration 15Q: 3 clusters Score -1.214363e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -12143780.000000 Penalty: 3731.865234
	Iteration 16Q: 3 clusters Score -1.214378e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -12143895.000000 Penalty: 3731.865234
	Iteration 17Q: 3 clusters Score -1.21439e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -12144113.000000 Penalty: 3731.865234
	Iteration 18Q: 3 clusters Score -1.214411e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -12144181.000000 Penalty: 3731.865234
	Iteration 19Q: 3 clusters Score -1.214418e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -12144258.000000 Penalty: 3731.865234
	Iteration 20F: 3 clusters Score -1.214426e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -12144533.000000 Penalty: 3731.865234
	Iteration 21Q: 3 clusters Score -1.214453e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -12144901.000000 Penalty: 3731.865234
	Iteration 22Q: 3 clusters Score -1.21449e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -12145339.000000 Penalty: 3731.865234
	Iteration 23Q: 3 clusters Score -1.214534e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -12146069.000000 Penalty: 3731.865234
	Iteration 24Q: 3 clusters Score -1.214607e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -12146887.000000 Penalty: 3731.865234
	Iteration 25Q: 3 clusters Score -1.214689e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -12147750.000000 Penalty: 3731.865234
	Iteration 26Q: 3 clusters Score -1.214775e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -12148457.000000 Penalty: 3731.865234
	Iteration 27Q: 3 clusters Score -1.214846e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -12150959.000000 Penalty: 3731.865234
	Iteration 28Q: 3 clusters Score -1.215096e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 86242 members 
Entering Unmasked Estep 
Score: -12153153.000000 Penalty: 3731.865234
	Iteration 29Q: 3 clusters Score -1.215315e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -12154714.000000 Penalty: 3731.865234
	Iteration 30Q: 3 clusters Score -1.215471e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
Score: -12155634.000000 Penalty: 3731.865234
	Iteration 31Q: 3 clusters Score -1.215563e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -12156330.000000 Penalty: 3731.865234
	Iteration 32Q: 3 clusters Score -1.215633e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 92709 members 
Entering Unmasked Estep 
Score: -12156766.000000 Penalty: 3731.865234
	Iteration 33Q: 3 clusters Score -1.215677e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -12157007.000000 Penalty: 3731.865234
	Iteration 34Q: 3 clusters Score -1.215701e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -12157184.000000 Penalty: 3731.865234
	Iteration 35Q: 3 clusters Score -1.215718e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -12157340.000000 Penalty: 3731.865234
	Iteration 36Q: 3 clusters Score -1.215734e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -12157456.000000 Penalty: 3731.865234
	Iteration 37Q: 3 clusters Score -1.215746e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -12157525.000000 Penalty: 3731.865234
	Iteration 38Q: 3 clusters Score -1.215752e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -12157589.000000 Penalty: 3731.865234
	Iteration 39Q: 3 clusters Score -1.215759e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 95653 members 
Entering Unmasked Estep 
Score: -12157687.000000 Penalty: 3731.865234
	Iteration 40F: 3 clusters Score -1.215769e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -12157782.000000 Penalty: 3731.865234
	Iteration 41Q: 3 clusters Score -1.215778e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 95992 members 
Entering Unmasked Estep 
Score: -12157819.000000 Penalty: 3731.865234
	Iteration 42Q: 3 clusters Score -1.215782e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -12157844.000000 Penalty: 3731.865234
	Iteration 43Q: 3 clusters Score -1.215784e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -12157876.000000 Penalty: 3731.865234
	Iteration 44Q: 3 clusters Score -1.215788e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -12157911.000000 Penalty: 3731.865234
	Iteration 45Q: 3 clusters Score -1.215791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 96329 members 
Entering Unmasked Estep 
Score: -12157930.000000 Penalty: 3731.865234
	Iteration 46Q: 3 clusters Score -1.215793e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 96354 members 
Entering Unmasked Estep 
Score: -12157935.000000 Penalty: 3731.865234
	Iteration 47Q: 3 clusters Score -1.215794e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -12157964.000000 Penalty: 3731.865234
	Iteration 48Q: 3 clusters Score -1.215796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
Score: -12157964.000000 Penalty: 3731.865234
	Iteration 49Q: 3 clusters Score -1.215796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -12157959.000000 Penalty: 3731.865234
	Iteration 50Q: 3 clusters Score -1.215796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -12157959.000000 Penalty: 3731.865234
	Iteration 51Q: 3 clusters Score -1.215796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 96418 members 
Entering Unmasked Estep 
Score: -12157952.000000 Penalty: 3731.865234
	Iteration 52Q: 3 clusters Score -1.215795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -12157940.000000 Penalty: 3731.865234
	Iteration 53Q: 3 clusters Score -1.215794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -12157957.000000 Penalty: 3731.865234
	Iteration 54Q: 3 clusters Score -1.215796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -12157957.000000 Penalty: 3731.865234
	Iteration 55Q: 3 clusters Score -1.215796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 96460 members 
Entering Unmasked Estep 
Score: -12157962.000000 Penalty: 3731.865234
	Iteration 56Q: 3 clusters Score -1.215796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -12157959.000000 Penalty: 3731.865234
	Iteration 57Q: 3 clusters Score -1.215796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 96480 members 
Entering Unmasked Estep 
Score: -12157967.000000 Penalty: 3731.865234
	Iteration 58Q: 3 clusters Score -1.215797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -12157965.000000 Penalty: 3731.865234
	Iteration 59Q: 3 clusters Score -1.215796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -12157964.000000 Penalty: 3731.865234
	Iteration 60F: 3 clusters Score -1.215796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 96490 members 
Entering Unmasked Estep 
Score: -12157962.000000 Penalty: 3731.865234
	Iteration 61Q: 3 clusters Score -1.215796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 96493 members 
Entering Unmasked Estep 
Score: -12157968.000000 Penalty: 3731.865234
	Iteration 62Q: 3 clusters Score -1.215797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -12157974.000000 Penalty: 3731.865234
	Iteration 63Q: 3 clusters Score -1.215797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -12157973.000000 Penalty: 3731.865234
	Iteration 64Q: 3 clusters Score -1.215797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -12157975.000000 Penalty: 3731.865234
	Iteration 65Q: 3 clusters Score -1.215798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -12157993.000000 Penalty: 3731.865234
	Iteration 66Q: 3 clusters Score -1.215799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -12157993.000000 Penalty: 3731.865234
	Iteration 67F: 3 clusters Score -1.215799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (80529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Entering Unmasked Estep 
Score: -10073237.000000 Penalty: 1835.660522
	Iteration 0F: 2 clusters Score -1.007324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -10019979.000000 Penalty: 3671.321045
	Iteration 0F: 3 clusters Score -1.001998e+07 nChanged 38446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -10041941.000000 Penalty: 3671.321045
	Iteration 1F: 3 clusters Score -1.004194e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -10042685.000000 Penalty: 3671.321045
	Iteration 2Q: 3 clusters Score -1.004268e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -10043598.000000 Penalty: 3671.321045
	Iteration 3Q: 3 clusters Score -1.00436e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -10044862.000000 Penalty: 3671.321045
	Iteration 4Q: 3 clusters Score -1.004486e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -10046703.000000 Penalty: 3671.321045
	Iteration 5Q: 3 clusters Score -1.00467e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -10049281.000000 Penalty: 3671.321045
	Iteration 6F: 3 clusters Score -1.004928e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -10052972.000000 Penalty: 3671.321045
	Iteration 7F: 3 clusters Score -1.005297e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -10057588.000000 Penalty: 3671.321045
	Iteration 8F: 3 clusters Score -1.005759e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -10061707.000000 Penalty: 3671.321045
	Iteration 9F: 3 clusters Score -1.006171e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -10063484.000000 Penalty: 3671.321045
	Iteration 10F: 3 clusters Score -1.006348e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -10064199.000000 Penalty: 3671.321045
	Iteration 11Q: 3 clusters Score -1.00642e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -10064512.000000 Penalty: 3671.321045
	Iteration 12Q: 3 clusters Score -1.006451e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -10064816.000000 Penalty: 3671.321045
	Iteration 13Q: 3 clusters Score -1.006482e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -10065076.000000 Penalty: 3671.321045
	Iteration 14Q: 3 clusters Score -1.006508e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -10065299.000000 Penalty: 3671.321045
	Iteration 15Q: 3 clusters Score -1.00653e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -10065499.000000 Penalty: 3671.321045
	Iteration 16Q: 3 clusters Score -1.00655e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -10065698.000000 Penalty: 3671.321045
	Iteration 17Q: 3 clusters Score -1.00657e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -10065859.000000 Penalty: 3671.321045
	Iteration 18Q: 3 clusters Score -1.006586e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -10065955.000000 Penalty: 3671.321045
	Iteration 19Q: 3 clusters Score -1.006596e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -10066039.000000 Penalty: 3671.321045
	Iteration 20F: 3 clusters Score -1.006604e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -10066104.000000 Penalty: 3671.321045
	Iteration 21Q: 3 clusters Score -1.00661e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -10066117.000000 Penalty: 3671.321045
	Iteration 22Q: 3 clusters Score -1.006612e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -10066110.000000 Penalty: 3671.321045
	Iteration 23Q: 3 clusters Score -1.006611e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -10066167.000000 Penalty: 3671.321045
	Iteration 24Q: 3 clusters Score -1.006617e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -10066190.000000 Penalty: 3671.321045
	Iteration 25Q: 3 clusters Score -1.006619e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -10066223.000000 Penalty: 3671.321045
	Iteration 26Q: 3 clusters Score -1.006622e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -10066217.000000 Penalty: 3671.321045
	Iteration 27Q: 3 clusters Score -1.006622e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -10066216.000000 Penalty: 3671.321045
	Iteration 28Q: 3 clusters Score -1.006622e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -10066214.000000 Penalty: 3671.321045
	Iteration 29Q: 3 clusters Score -1.006621e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -10066202.000000 Penalty: 3671.321045
	Iteration 30Q: 3 clusters Score -1.00662e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -10066180.000000 Penalty: 3671.321045
	Iteration 31Q: 3 clusters Score -1.006618e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -10066150.000000 Penalty: 3671.321045
	Iteration 32Q: 3 clusters Score -1.006615e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -10066147.000000 Penalty: 3671.321045
	Iteration 33Q: 3 clusters Score -1.006615e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -10066207.000000 Penalty: 3671.321045
	Iteration 34Q: 3 clusters Score -1.006621e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -10066199.000000 Penalty: 3671.321045
	Iteration 35Q: 3 clusters Score -1.00662e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -10066178.000000 Penalty: 3671.321045
	Iteration 36Q: 3 clusters Score -1.006618e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -10066170.000000 Penalty: 3671.321045
	Iteration 37Q: 3 clusters Score -1.006617e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -10066150.000000 Penalty: 3671.321045
	Iteration 38Q: 3 clusters Score -1.006615e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -10066134.000000 Penalty: 3671.321045
	Iteration 39Q: 3 clusters Score -1.006613e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -10066114.000000 Penalty: 3671.321045
	Iteration 40F: 3 clusters Score -1.006611e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -10066107.000000 Penalty: 3671.321045
	Iteration 41Q: 3 clusters Score -1.006611e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -10066060.000000 Penalty: 3671.321045
	Iteration 42Q: 3 clusters Score -1.006606e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -10066033.000000 Penalty: 3671.321045
	Iteration 43Q: 3 clusters Score -1.006603e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -10065967.000000 Penalty: 3671.321045
	Iteration 44Q: 3 clusters Score -1.006597e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -10065950.000000 Penalty: 3671.321045
	Iteration 45Q: 3 clusters Score -1.006595e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -10065980.000000 Penalty: 3671.321045
	Iteration 46Q: 3 clusters Score -1.006598e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -10065951.000000 Penalty: 3671.321045
	Iteration 47Q: 3 clusters Score -1.006595e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -10065921.000000 Penalty: 3671.321045
	Iteration 48Q: 3 clusters Score -1.006592e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -10065911.000000 Penalty: 3671.321045
	Iteration 49Q: 3 clusters Score -1.006591e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -10065898.000000 Penalty: 3671.321045
	Iteration 50Q: 3 clusters Score -1.00659e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -10065846.000000 Penalty: 3671.321045
	Iteration 51Q: 3 clusters Score -1.006585e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -10065797.000000 Penalty: 3671.321045
	Iteration 52Q: 3 clusters Score -1.00658e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -10065753.000000 Penalty: 3671.321045
	Iteration 53Q: 3 clusters Score -1.006575e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -10065765.000000 Penalty: 3671.321045
	Iteration 54Q: 3 clusters Score -1.006576e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -10065747.000000 Penalty: 3671.321045
	Iteration 55Q: 3 clusters Score -1.006575e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -10065755.000000 Penalty: 3671.321045
	Iteration 56Q: 3 clusters Score -1.006576e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -10065702.000000 Penalty: 3671.321045
	Iteration 57Q: 3 clusters Score -1.00657e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -10065676.000000 Penalty: 3671.321045
	Iteration 58Q: 3 clusters Score -1.006568e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -10065694.000000 Penalty: 3671.321045
	Iteration 59Q: 3 clusters Score -1.006569e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -10065679.000000 Penalty: 3671.321045
	Iteration 60F: 3 clusters Score -1.006568e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -10065684.000000 Penalty: 3671.321045
	Iteration 61Q: 3 clusters Score -1.006568e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -10065690.000000 Penalty: 3671.321045
	Iteration 62Q: 3 clusters Score -1.006569e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -10065660.000000 Penalty: 3671.321045
	Iteration 63Q: 3 clusters Score -1.006566e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -10065597.000000 Penalty: 3671.321045
	Iteration 64Q: 3 clusters Score -1.00656e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -10065575.000000 Penalty: 3671.321045
	Iteration 65Q: 3 clusters Score -1.006558e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -10065548.000000 Penalty: 3671.321045
	Iteration 66Q: 3 clusters Score -1.006555e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -10065526.000000 Penalty: 3671.321045
	Iteration 67Q: 3 clusters Score -1.006553e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -10065518.000000 Penalty: 3671.321045
	Iteration 68Q: 3 clusters Score -1.006552e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -10065509.000000 Penalty: 3671.321045
	Iteration 69Q: 3 clusters Score -1.006551e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -10065524.000000 Penalty: 3671.321045
	Iteration 70Q: 3 clusters Score -1.006552e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -10065502.000000 Penalty: 3671.321045
	Iteration 71Q: 3 clusters Score -1.00655e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -10065496.000000 Penalty: 3671.321045
	Iteration 72Q: 3 clusters Score -1.00655e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -10065544.000000 Penalty: 3671.321045
	Iteration 73Q: 3 clusters Score -1.006554e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -10065552.000000 Penalty: 3671.321045
	Iteration 74Q: 3 clusters Score -1.006555e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -10065575.000000 Penalty: 3671.321045
	Iteration 75Q: 3 clusters Score -1.006558e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -10065592.000000 Penalty: 3671.321045
	Iteration 76Q: 3 clusters Score -1.006559e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -10065592.000000 Penalty: 3671.321045
	Iteration 77Q: 3 clusters Score -1.006559e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -10065595.000000 Penalty: 3671.321045
	Iteration 78Q: 3 clusters Score -1.00656e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -10065684.000000 Penalty: 3671.321045
	Iteration 79Q: 3 clusters Score -1.006568e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -10065806.000000 Penalty: 3671.321045
	Iteration 80F: 3 clusters Score -1.006581e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -10065830.000000 Penalty: 3671.321045
	Iteration 81Q: 3 clusters Score -1.006583e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -10065943.000000 Penalty: 3671.321045
	Iteration 82Q: 3 clusters Score -1.006594e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -10066050.000000 Penalty: 3671.321045
	Iteration 83Q: 3 clusters Score -1.006605e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -10066168.000000 Penalty: 3671.321045
	Iteration 84Q: 3 clusters Score -1.006617e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -10066440.000000 Penalty: 3671.321045
	Iteration 85Q: 3 clusters Score -1.006644e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -10066704.000000 Penalty: 3671.321045
	Iteration 86Q: 3 clusters Score -1.00667e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -10067033.000000 Penalty: 3671.321045
	Iteration 87Q: 3 clusters Score -1.006703e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -10067370.000000 Penalty: 3671.321045
	Iteration 88Q: 3 clusters Score -1.006737e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -10067794.000000 Penalty: 3671.321045
	Iteration 89Q: 3 clusters Score -1.006779e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -10068242.000000 Penalty: 3671.321045
	Iteration 90Q: 3 clusters Score -1.006824e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -10068682.000000 Penalty: 3671.321045
	Iteration 91Q: 3 clusters Score -1.006868e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -10069066.000000 Penalty: 3671.321045
	Iteration 92Q: 3 clusters Score -1.006907e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -10069487.000000 Penalty: 3671.321045
	Iteration 93Q: 3 clusters Score -1.006949e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -10069878.000000 Penalty: 3671.321045
	Iteration 94Q: 3 clusters Score -1.006988e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -10070261.000000 Penalty: 3671.321045
	Iteration 95Q: 3 clusters Score -1.007026e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -10070527.000000 Penalty: 3671.321045
	Iteration 96Q: 3 clusters Score -1.007053e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -10070758.000000 Penalty: 3671.321045
	Iteration 97Q: 3 clusters Score -1.007076e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -10071011.000000 Penalty: 3671.321045
	Iteration 98Q: 3 clusters Score -1.007101e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78682 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -10071101.000000 Penalty: 3671.321045
	Iteration 99Q: 3 clusters Score -1.00711e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10071206.000000 Penalty: 3671.321045
	Iteration 100F: 3 clusters Score -1.007121e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -10071305.000000 Penalty: 3671.321045
	Iteration 101Q: 3 clusters Score -1.00713e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10071385.000000 Penalty: 3671.321045
	Iteration 102Q: 3 clusters Score -1.007138e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10071441.000000 Penalty: 3671.321045
	Iteration 103Q: 3 clusters Score -1.007144e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10071480.000000 Penalty: 3671.321045
	Iteration 104Q: 3 clusters Score -1.007148e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10071509.000000 Penalty: 3671.321045
	Iteration 105Q: 3 clusters Score -1.007151e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10071553.000000 Penalty: 3671.321045
	Iteration 106Q: 3 clusters Score -1.007155e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10071582.000000 Penalty: 3671.321045
	Iteration 107Q: 3 clusters Score -1.007158e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10071608.000000 Penalty: 3671.321045
	Iteration 108Q: 3 clusters Score -1.007161e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10071620.000000 Penalty: 3671.321045
	Iteration 109Q: 3 clusters Score -1.007162e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10071655.000000 Penalty: 3671.321045
	Iteration 110Q: 3 clusters Score -1.007166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10071658.000000 Penalty: 3671.321045
	Iteration 111Q: 3 clusters Score -1.007166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10071677.000000 Penalty: 3671.321045
	Iteration 112Q: 3 clusters Score -1.007168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10071687.000000 Penalty: 3671.321045
	Iteration 113Q: 3 clusters Score -1.007169e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10071700.000000 Penalty: 3671.321045
	Iteration 114Q: 3 clusters Score -1.00717e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10071709.000000 Penalty: 3671.321045
	Iteration 115Q: 3 clusters Score -1.007171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10071711.000000 Penalty: 3671.321045
	Iteration 116Q: 3 clusters Score -1.007171e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10071734.000000 Penalty: 3671.321045
	Iteration 117Q: 3 clusters Score -1.007173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10071750.000000 Penalty: 3671.321045
	Iteration 118Q: 3 clusters Score -1.007175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10071743.000000 Penalty: 3671.321045
	Iteration 119Q: 3 clusters Score -1.007174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -10071750.000000 Penalty: 3671.321045
	Iteration 120F: 3 clusters Score -1.007175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10071752.000000 Penalty: 3671.321045
	Iteration 121Q: 3 clusters Score -1.007175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79875 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10071746.000000 Penalty: 3671.321045
	Iteration 122Q: 3 clusters Score -1.007175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10071755.000000 Penalty: 3671.321045
	Iteration 123Q: 3 clusters Score -1.007176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10071762.000000 Penalty: 3671.321045
	Iteration 124Q: 3 clusters Score -1.007176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10071770.000000 Penalty: 3671.321045
	Iteration 125Q: 3 clusters Score -1.007177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10071768.000000 Penalty: 3671.321045
	Iteration 126Q: 3 clusters Score -1.007177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10071777.000000 Penalty: 3671.321045
	Iteration 127Q: 3 clusters Score -1.007178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10071777.000000 Penalty: 3671.321045
	Iteration 128Q: 3 clusters Score -1.007178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10071777.000000 Penalty: 3671.321045
	Iteration 129Q: 3 clusters Score -1.007178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10071772.000000 Penalty: 3671.321045
	Iteration 130Q: 3 clusters Score -1.007177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10071775.000000 Penalty: 3671.321045
	Iteration 131Q: 3 clusters Score -1.007178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10071785.000000 Penalty: 3671.321045
	Iteration 132Q: 3 clusters Score -1.007178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10071789.000000 Penalty: 3671.321045
	Iteration 133Q: 3 clusters Score -1.007179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10071789.000000 Penalty: 3671.321045
	Iteration 134F: 3 clusters Score -1.007179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Entering Unmasked Estep 
Score: -417609.156250 Penalty: 1331.921021
	Iteration 0F: 2 clusters Score -417609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -414526.125000 Penalty: 2663.842041
	Iteration 0F: 3 clusters Score -414526.1 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -415313.281250 Penalty: 2663.842041
	Iteration 1F: 3 clusters Score -415313.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -415506.875000 Penalty: 2663.842041
	Iteration 2F: 3 clusters Score -415506.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -415662.687500 Penalty: 2663.842041
	Iteration 3F: 3 clusters Score -415662.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -415796.187500 Penalty: 2663.842041
	Iteration 4Q: 3 clusters Score -415796.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -415946.781250 Penalty: 2663.842041
	Iteration 5Q: 3 clusters Score -415946.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -416158.062500 Penalty: 2663.842041
	Iteration 6F: 3 clusters Score -416158.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -416446.968750 Penalty: 2663.842041
	Iteration 7F: 3 clusters Score -416447 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -416789.218750 Penalty: 2663.842041
	Iteration 8F: 3 clusters Score -416789.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -417036.625000 Penalty: 2663.842041
	Iteration 9F: 3 clusters Score -417036.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -417184.281250 Penalty: 2663.842041
	Iteration 10Q: 3 clusters Score -417184.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -417250.437500 Penalty: 2663.842041
	Iteration 11Q: 3 clusters Score -417250.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -417277.656250 Penalty: 2663.842041
	Iteration 12Q: 3 clusters Score -417277.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -417293.093750 Penalty: 2663.842041
	Iteration 13Q: 3 clusters Score -417293.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -417304.187500 Penalty: 2663.842041
	Iteration 14Q: 3 clusters Score -417304.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -417312.812500 Penalty: 2663.842041
	Iteration 15Q: 3 clusters Score -417312.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -417317.468750 Penalty: 2663.842041
	Iteration 16Q: 3 clusters Score -417317.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -417322.937500 Penalty: 2663.842041
	Iteration 17Q: 3 clusters Score -417322.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -417330.375000 Penalty: 2663.842041
	Iteration 18Q: 3 clusters Score -417330.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -417335.031250 Penalty: 2663.842041
	Iteration 19Q: 3 clusters Score -417335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -417337.343750 Penalty: 2663.842041
	Iteration 20F: 3 clusters Score -417337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -417340.937500 Penalty: 2663.842041
	Iteration 21Q: 3 clusters Score -417340.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -417343.750000 Penalty: 2663.842041
	Iteration 22Q: 3 clusters Score -417343.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -417346.031250 Penalty: 2663.842041
	Iteration 23Q: 3 clusters Score -417346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -417347.968750 Penalty: 2663.842041
	Iteration 24Q: 3 clusters Score -417348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -417349.656250 Penalty: 2663.842041
	Iteration 25Q: 3 clusters Score -417349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -417351.156250 Penalty: 2663.842041
	Iteration 26Q: 3 clusters Score -417351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -417352.093750 Penalty: 2663.842041
	Iteration 27Q: 3 clusters Score -417352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -417352.812500 Penalty: 2663.842041
	Iteration 28Q: 3 clusters Score -417352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -417352.843750 Penalty: 2663.842041
	Iteration 29Q: 3 clusters Score -417352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -417353.281250 Penalty: 2663.842041
	Iteration 30Q: 3 clusters Score -417353.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -417353.281250 Penalty: 2663.842041
	Iteration 31F: 3 clusters Score -417353.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -43654.003906 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -43654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42703.835938 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -42703.84 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42847.558594 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -42847.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42903.796875 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -42903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42932.507812 Penalty: 1958.406494
	Iteration 3Q: 3 clusters Score -42932.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42949.472656 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -42949.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42966.484375 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -42966.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42986.171875 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -42986.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42995.097656 Penalty: 1958.406494
	Iteration 7Q: 3 clusters Score -42995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42999.332031 Penalty: 1958.406494
	Iteration 8Q: 3 clusters Score -42999.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43001.000000 Penalty: 1958.406494
	Iteration 9Q: 3 clusters Score -43001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43004.921875 Penalty: 1958.406494
	Iteration 10Q: 3 clusters Score -43004.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43008.175781 Penalty: 1958.406494
	Iteration 11Q: 3 clusters Score -43008.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43008.175781 Penalty: 1958.406494
	Iteration 12F: 3 clusters Score -43008.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Entering Unmasked Estep 
Score: -1329407.000000 Penalty: 1510.937500
	Iteration 0F: 2 clusters Score -1329407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1321589.000000 Penalty: 3021.875000
	Iteration 0F: 3 clusters Score -1321589 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1324173.500000 Penalty: 3021.875000
	Iteration 1F: 3 clusters Score -1324174 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1324447.750000 Penalty: 3021.875000
	Iteration 2F: 3 clusters Score -1324448 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1324648.000000 Penalty: 3021.875000
	Iteration 3F: 3 clusters Score -1324648 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1324833.375000 Penalty: 3021.875000
	Iteration 4Q: 3 clusters Score -1324833 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1325041.000000 Penalty: 3021.875000
	Iteration 5Q: 3 clusters Score -1325041 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1325265.375000 Penalty: 3021.875000
	Iteration 6Q: 3 clusters Score -1325265 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1325484.500000 Penalty: 3021.875000
	Iteration 7Q: 3 clusters Score -1325484 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1325745.750000 Penalty: 3021.875000
	Iteration 8Q: 3 clusters Score -1325746 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1326042.750000 Penalty: 3021.875000
	Iteration 9Q: 3 clusters Score -1326043 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1326352.125000 Penalty: 3021.875000
	Iteration 10Q: 3 clusters Score -1326352 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1326677.000000 Penalty: 3021.875000
	Iteration 11Q: 3 clusters Score -1326677 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1326983.875000 Penalty: 3021.875000
	Iteration 12Q: 3 clusters Score -1326984 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1327242.375000 Penalty: 3021.875000
	Iteration 13Q: 3 clusters Score -1327242 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1327438.250000 Penalty: 3021.875000
	Iteration 14Q: 3 clusters Score -1327438 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1327561.625000 Penalty: 3021.875000
	Iteration 15Q: 3 clusters Score -1327562 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1327640.250000 Penalty: 3021.875000
	Iteration 16Q: 3 clusters Score -1327640 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1327693.875000 Penalty: 3021.875000
	Iteration 17Q: 3 clusters Score -1327694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1327722.750000 Penalty: 3021.875000
	Iteration 18Q: 3 clusters Score -1327723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1327755.250000 Penalty: 3021.875000
	Iteration 19Q: 3 clusters Score -1327755 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1327780.750000 Penalty: 3021.875000
	Iteration 20F: 3 clusters Score -1327781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1327800.125000 Penalty: 3021.875000
	Iteration 21Q: 3 clusters Score -1327800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1327809.500000 Penalty: 3021.875000
	Iteration 22Q: 3 clusters Score -1327810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1327818.000000 Penalty: 3021.875000
	Iteration 23Q: 3 clusters Score -1327818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1327827.375000 Penalty: 3021.875000
	Iteration 24Q: 3 clusters Score -1327827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1327838.125000 Penalty: 3021.875000
	Iteration 25Q: 3 clusters Score -1327838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1327841.750000 Penalty: 3021.875000
	Iteration 26Q: 3 clusters Score -1327842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1327846.875000 Penalty: 3021.875000
	Iteration 27Q: 3 clusters Score -1327847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1327852.750000 Penalty: 3021.875000
	Iteration 28Q: 3 clusters Score -1327853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1327857.375000 Penalty: 3021.875000
	Iteration 29Q: 3 clusters Score -1327857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1327865.750000 Penalty: 3021.875000
	Iteration 30Q: 3 clusters Score -1327866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1327873.000000 Penalty: 3021.875000
	Iteration 31Q: 3 clusters Score -1327873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1327875.875000 Penalty: 3021.875000
	Iteration 32Q: 3 clusters Score -1327876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1327877.875000 Penalty: 3021.875000
	Iteration 33Q: 3 clusters Score -1327878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1327882.625000 Penalty: 3021.875000
	Iteration 34Q: 3 clusters Score -1327883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1327886.375000 Penalty: 3021.875000
	Iteration 35Q: 3 clusters Score -1327886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1327892.500000 Penalty: 3021.875000
	Iteration 36Q: 3 clusters Score -1327892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1327893.875000 Penalty: 3021.875000
	Iteration 37Q: 3 clusters Score -1327894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1327894.625000 Penalty: 3021.875000
	Iteration 38Q: 3 clusters Score -1327895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1327897.750000 Penalty: 3021.875000
	Iteration 39Q: 3 clusters Score -1327898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1327897.000000 Penalty: 3021.875000
	Iteration 40F: 3 clusters Score -1327897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1327898.250000 Penalty: 3021.875000
	Iteration 41Q: 3 clusters Score -1327898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1327900.000000 Penalty: 3021.875000
	Iteration 42Q: 3 clusters Score -1327900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1327901.000000 Penalty: 3021.875000
	Iteration 43Q: 3 clusters Score -1327901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1327905.375000 Penalty: 3021.875000
	Iteration 44Q: 3 clusters Score -1327905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1327906.000000 Penalty: 3021.875000
	Iteration 45Q: 3 clusters Score -1327906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1327904.375000 Penalty: 3021.875000
	Iteration 46Q: 3 clusters Score -1327904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1327906.750000 Penalty: 3021.875000
	Iteration 47Q: 3 clusters Score -1327907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1327906.625000 Penalty: 3021.875000
	Iteration 48Q: 3 clusters Score -1327907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1327904.250000 Penalty: 3021.875000
	Iteration 49Q: 3 clusters Score -1327904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1327906.125000 Penalty: 3021.875000
	Iteration 50Q: 3 clusters Score -1327906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1327908.125000 Penalty: 3021.875000
	Iteration 51Q: 3 clusters Score -1327908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1327907.500000 Penalty: 3021.875000
	Iteration 52Q: 3 clusters Score -1327908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1327908.000000 Penalty: 3021.875000
	Iteration 53Q: 3 clusters Score -1327908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1327909.500000 Penalty: 3021.875000
	Iteration 54Q: 3 clusters Score -1327910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1327909.875000 Penalty: 3021.875000
	Iteration 55Q: 3 clusters Score -1327910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1327910.875000 Penalty: 3021.875000
	Iteration 56Q: 3 clusters Score -1327911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1327908.250000 Penalty: 3021.875000
	Iteration 57Q: 3 clusters Score -1327908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1327913.125000 Penalty: 3021.875000
	Iteration 58Q: 3 clusters Score -1327913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1327912.500000 Penalty: 3021.875000
	Iteration 59Q: 3 clusters Score -1327912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1327916.875000 Penalty: 3021.875000
	Iteration 60F: 3 clusters Score -1327917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1327918.750000 Penalty: 3021.875000
	Iteration 61Q: 3 clusters Score -1327919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1327919.750000 Penalty: 3021.875000
	Iteration 62Q: 3 clusters Score -1327920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1327921.500000 Penalty: 3021.875000
	Iteration 63Q: 3 clusters Score -1327922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1327926.250000 Penalty: 3021.875000
	Iteration 64Q: 3 clusters Score -1327926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1327929.375000 Penalty: 3021.875000
	Iteration 65Q: 3 clusters Score -1327929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1327934.125000 Penalty: 3021.875000
	Iteration 66Q: 3 clusters Score -1327934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1327937.875000 Penalty: 3021.875000
	Iteration 67Q: 3 clusters Score -1327938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1327939.250000 Penalty: 3021.875000
	Iteration 68Q: 3 clusters Score -1327939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1327938.875000 Penalty: 3021.875000
	Iteration 69Q: 3 clusters Score -1327939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1327943.500000 Penalty: 3021.875000
	Iteration 70Q: 3 clusters Score -1327944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1327952.125000 Penalty: 3021.875000
	Iteration 71Q: 3 clusters Score -1327952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1327954.750000 Penalty: 3021.875000
	Iteration 72Q: 3 clusters Score -1327955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1327959.000000 Penalty: 3021.875000
	Iteration 73Q: 3 clusters Score -1327959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1327966.000000 Penalty: 3021.875000
	Iteration 74Q: 3 clusters Score -1327966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1327971.125000 Penalty: 3021.875000
	Iteration 75Q: 3 clusters Score -1327971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1327977.750000 Penalty: 3021.875000
	Iteration 76Q: 3 clusters Score -1327978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1327987.625000 Penalty: 3021.875000
	Iteration 77Q: 3 clusters Score -1327988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1327997.500000 Penalty: 3021.875000
	Iteration 78Q: 3 clusters Score -1327998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1328012.000000 Penalty: 3021.875000
	Iteration 79Q: 3 clusters Score -1328012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1328028.375000 Penalty: 3021.875000
	Iteration 80F: 3 clusters Score -1328028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1328032.875000 Penalty: 3021.875000
	Iteration 81Q: 3 clusters Score -1328033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1328038.500000 Penalty: 3021.875000
	Iteration 82Q: 3 clusters Score -1328038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1328044.000000 Penalty: 3021.875000
	Iteration 83Q: 3 clusters Score -1328044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1328047.750000 Penalty: 3021.875000
	Iteration 84Q: 3 clusters Score -1328048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1328056.500000 Penalty: 3021.875000
	Iteration 85Q: 3 clusters Score -1328056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1328064.375000 Penalty: 3021.875000
	Iteration 86Q: 3 clusters Score -1328064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1328069.375000 Penalty: 3021.875000
	Iteration 87Q: 3 clusters Score -1328069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1328076.500000 Penalty: 3021.875000
	Iteration 88Q: 3 clusters Score -1328076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1328084.000000 Penalty: 3021.875000
	Iteration 89Q: 3 clusters Score -1328084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1328093.250000 Penalty: 3021.875000
	Iteration 90Q: 3 clusters Score -1328093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1328106.500000 Penalty: 3021.875000
	Iteration 91Q: 3 clusters Score -1328106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1328110.375000 Penalty: 3021.875000
	Iteration 92Q: 3 clusters Score -1328110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1328120.875000 Penalty: 3021.875000
	Iteration 93Q: 3 clusters Score -1328121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1328127.750000 Penalty: 3021.875000
	Iteration 94Q: 3 clusters Score -1328128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1328131.750000 Penalty: 3021.875000
	Iteration 95Q: 3 clusters Score -1328132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1328136.375000 Penalty: 3021.875000
	Iteration 96Q: 3 clusters Score -1328136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1328140.750000 Penalty: 3021.875000
	Iteration 97Q: 3 clusters Score -1328141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1328142.250000 Penalty: 3021.875000
	Iteration 98Q: 3 clusters Score -1328142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1328148.875000 Penalty: 3021.875000
	Iteration 99Q: 3 clusters Score -1328149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1328152.000000 Penalty: 3021.875000
	Iteration 100F: 3 clusters Score -1328152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1328156.125000 Penalty: 3021.875000
	Iteration 101Q: 3 clusters Score -1328156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1328158.000000 Penalty: 3021.875000
	Iteration 102Q: 3 clusters Score -1328158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1328161.625000 Penalty: 3021.875000
	Iteration 103Q: 3 clusters Score -1328162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1328163.250000 Penalty: 3021.875000
	Iteration 104Q: 3 clusters Score -1328163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1328163.875000 Penalty: 3021.875000
	Iteration 105Q: 3 clusters Score -1328164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1328167.625000 Penalty: 3021.875000
	Iteration 106Q: 3 clusters Score -1328168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1328173.375000 Penalty: 3021.875000
	Iteration 107Q: 3 clusters Score -1328173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1328173.125000 Penalty: 3021.875000
	Iteration 108Q: 3 clusters Score -1328173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1328178.625000 Penalty: 3021.875000
	Iteration 109Q: 3 clusters Score -1328179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1328181.750000 Penalty: 3021.875000
	Iteration 110Q: 3 clusters Score -1328182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1328184.625000 Penalty: 3021.875000
	Iteration 111Q: 3 clusters Score -1328185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1328190.875000 Penalty: 3021.875000
	Iteration 112Q: 3 clusters Score -1328191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1328196.250000 Penalty: 3021.875000
	Iteration 113Q: 3 clusters Score -1328196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1328197.625000 Penalty: 3021.875000
	Iteration 114Q: 3 clusters Score -1328198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1328198.500000 Penalty: 3021.875000
	Iteration 115Q: 3 clusters Score -1328198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1328200.625000 Penalty: 3021.875000
	Iteration 116Q: 3 clusters Score -1328201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1328196.375000 Penalty: 3021.875000
	Iteration 117Q: 3 clusters Score -1328196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1328197.000000 Penalty: 3021.875000
	Iteration 118Q: 3 clusters Score -1328197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1328200.750000 Penalty: 3021.875000
	Iteration 119Q: 3 clusters Score -1328201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1328200.625000 Penalty: 3021.875000
	Iteration 120F: 3 clusters Score -1328201 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: -68307.554688 Penalty: 1054.495850
	Iteration 0F: 2 clusters Score -68307.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67173.000000 Penalty: 2108.991699
	Iteration 0F: 3 clusters Score -67173 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67439.195312 Penalty: 2108.991699
	Iteration 1F: 3 clusters Score -67439.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67533.359375 Penalty: 2108.991699
	Iteration 2F: 3 clusters Score -67533.36 nChanged 24
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: -67586.445312 Penalty: 2108.991699
	Iteration 3Q: 3 clusters Score -67586.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67626.101562 Penalty: 2108.991699
	Iteration 4Q: 3 clusters Score -67626.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67670.914062 Penalty: 2108.991699
	Iteration 5Q: 3 clusters Score -67670.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -67718.570312 Penalty: 2108.991699
	Iteration 6Q: 3 clusters Score -67718.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67755.679688 Penalty: 2108.991699
	Iteration 7Q: 3 clusters Score -67755.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67772.531250 Penalty: 2108.991699
	Iteration 8Q: 3 clusters Score -67772.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67780.664062 Penalty: 2108.991699
	Iteration 9Q: 3 clusters Score -67780.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67795.039062 Penalty: 2108.991699
	Iteration 10Q: 3 clusters Score -67795.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67807.453125 Penalty: 2108.991699
	Iteration 11Q: 3 clusters Score -67807.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67818.671875 Penalty: 2108.991699
	Iteration 12Q: 3 clusters Score -67818.67 nChanged 9
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: -67826.726562 Penalty: 2108.991699
	Iteration 13Q: 3 clusters Score -67826.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67828.375000 Penalty: 2108.991699
	Iteration 14Q: 3 clusters Score -67828.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67829.492188 Penalty: 2108.991699
	Iteration 15Q: 3 clusters Score -67829.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67829.492188 Penalty: 2108.991699
	Iteration 16F: 3 clusters Score -67829.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -263009.625000 Penalty: 1253.272095
	Iteration 0F: 2 clusters Score -263009.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -260782.609375 Penalty: 2506.544189
	Iteration 0F: 3 clusters Score -260782.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -261248.453125 Penalty: 2506.544189
	Iteration 1F: 3 clusters Score -261248.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -261386.343750 Penalty: 2506.544189
	Iteration 2F: 3 clusters Score -261386.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -261494.218750 Penalty: 2506.544189
	Iteration 3F: 3 clusters Score -261494.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -261570.812500 Penalty: 2506.544189
	Iteration 4Q: 3 clusters Score -261570.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -261652.296875 Penalty: 2506.544189
	Iteration 5Q: 3 clusters Score -261652.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261763.406250 Penalty: 2506.544189
	Iteration 6Q: 3 clusters Score -261763.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -261839.906250 Penalty: 2506.544189
	Iteration 7Q: 3 clusters Score -261839.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -261893.281250 Penalty: 2506.544189
	Iteration 8Q: 3 clusters Score -261893.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -261957.656250 Penalty: 2506.544189
	Iteration 9Q: 3 clusters Score -261957.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -262054.078125 Penalty: 2506.544189
	Iteration 10Q: 3 clusters Score -262054.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -262140.750000 Penalty: 2506.544189
	Iteration 11Q: 3 clusters Score -262140.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -262229.812500 Penalty: 2506.544189
	Iteration 12Q: 3 clusters Score -262229.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -262306.687500 Penalty: 2506.544189
	Iteration 13Q: 3 clusters Score -262306.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -262363.062500 Penalty: 2506.544189
	Iteration 14Q: 3 clusters Score -262363.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -262405.687500 Penalty: 2506.544189
	Iteration 15Q: 3 clusters Score -262405.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -262423.156250 Penalty: 2506.544189
	Iteration 16Q: 3 clusters Score -262423.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -262434.031250 Penalty: 2506.544189
	Iteration 17Q: 3 clusters Score -262434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -262441.656250 Penalty: 2506.544189
	Iteration 18Q: 3 clusters Score -262441.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -262446.593750 Penalty: 2506.544189
	Iteration 19Q: 3 clusters Score -262446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -262450.687500 Penalty: 2506.544189
	Iteration 20F: 3 clusters Score -262450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -262451.750000 Penalty: 2506.544189
	Iteration 21Q: 3 clusters Score -262451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -262453.343750 Penalty: 2506.544189
	Iteration 22Q: 3 clusters Score -262453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -262454.000000 Penalty: 2506.544189
	Iteration 23Q: 3 clusters Score -262454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -262455.312500 Penalty: 2506.544189
	Iteration 24Q: 3 clusters Score -262455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -262455.312500 Penalty: 2506.544189
	Iteration 25F: 3 clusters Score -262455.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Entering Unmasked Estep 
Score: -2997230.500000 Penalty: 1640.144775
	Iteration 0F: 2 clusters Score -2997230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2980813.750000 Penalty: 3280.289551
	Iteration 0F: 3 clusters Score -2980814 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2987030.000000 Penalty: 3280.289551
	Iteration 1F: 3 clusters Score -2987030 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2987387.250000 Penalty: 3280.289551
	Iteration 2Q: 3 clusters Score -2987387 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2987728.500000 Penalty: 3280.289551
	Iteration 3Q: 3 clusters Score -2987728 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2988152.500000 Penalty: 3280.289551
	Iteration 4Q: 3 clusters Score -2988152 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2988706.250000 Penalty: 3280.289551
	Iteration 5Q: 3 clusters Score -2988706 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2989546.500000 Penalty: 3280.289551
	Iteration 6F: 3 clusters Score -2989546 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2990640.250000 Penalty: 3280.289551
	Iteration 7F: 3 clusters Score -2990640 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2991932.000000 Penalty: 3280.289551
	Iteration 8F: 3 clusters Score -2991932 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2993243.000000 Penalty: 3280.289551
	Iteration 9F: 3 clusters Score -2993243 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2994296.000000 Penalty: 3280.289551
	Iteration 10Q: 3 clusters Score -2994296 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2994903.000000 Penalty: 3280.289551
	Iteration 11Q: 3 clusters Score -2994903 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2995233.250000 Penalty: 3280.289551
	Iteration 12Q: 3 clusters Score -2995233 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2995457.750000 Penalty: 3280.289551
	Iteration 13Q: 3 clusters Score -2995458 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2995615.500000 Penalty: 3280.289551
	Iteration 14Q: 3 clusters Score -2995616 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2995713.000000 Penalty: 3280.289551
	Iteration 15Q: 3 clusters Score -2995713 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2995779.750000 Penalty: 3280.289551
	Iteration 16Q: 3 clusters Score -2995780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2995829.750000 Penalty: 3280.289551
	Iteration 17Q: 3 clusters Score -2995830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2995866.250000 Penalty: 3280.289551
	Iteration 18Q: 3 clusters Score -2995866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2995890.750000 Penalty: 3280.289551
	Iteration 19Q: 3 clusters Score -2995891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2995901.000000 Penalty: 3280.289551
	Iteration 20F: 3 clusters Score -2995901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2995908.500000 Penalty: 3280.289551
	Iteration 21Q: 3 clusters Score -2995908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2995916.750000 Penalty: 3280.289551
	Iteration 22Q: 3 clusters Score -2995917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2995914.000000 Penalty: 3280.289551
	Iteration 23Q: 3 clusters Score -2995914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2995918.250000 Penalty: 3280.289551
	Iteration 24Q: 3 clusters Score -2995918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2995916.750000 Penalty: 3280.289551
	Iteration 25Q: 3 clusters Score -2995917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2995917.250000 Penalty: 3280.289551
	Iteration 26Q: 3 clusters Score -2995917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2995917.500000 Penalty: 3280.289551
	Iteration 27Q: 3 clusters Score -2995918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2995917.250000 Penalty: 3280.289551
	Iteration 28Q: 3 clusters Score -2995917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2995917.250000 Penalty: 3280.289551
	Iteration 29F: 3 clusters Score -2995917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Entering Unmasked Estep 
Score: -6598206.000000 Penalty: 1764.596680
	Iteration 0F: 2 clusters Score -6598206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -6564226.000000 Penalty: 3529.193359
	Iteration 0F: 3 clusters Score -6564226 nChanged 24460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -6578176.000000 Penalty: 3529.193359
	Iteration 1F: 3 clusters Score -6578176 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -6578874.500000 Penalty: 3529.193359
	Iteration 2Q: 3 clusters Score -6578874 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -6579807.500000 Penalty: 3529.193359
	Iteration 3Q: 3 clusters Score -6579808 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -6581368.000000 Penalty: 3529.193359
	Iteration 4F: 3 clusters Score -6581368 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -6583898.500000 Penalty: 3529.193359
	Iteration 5F: 3 clusters Score -6583898 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -6587228.500000 Penalty: 3529.193359
	Iteration 6F: 3 clusters Score -6587228 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -6590673.000000 Penalty: 3529.193359
	Iteration 7F: 3 clusters Score -6590673 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -6593340.000000 Penalty: 3529.193359
	Iteration 8F: 3 clusters Score -6593340 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -6594801.000000 Penalty: 3529.193359
	Iteration 9Q: 3 clusters Score -6594801 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -6595434.000000 Penalty: 3529.193359
	Iteration 10Q: 3 clusters Score -6595434 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -6595784.000000 Penalty: 3529.193359
	Iteration 11Q: 3 clusters Score -6595784 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -6595997.500000 Penalty: 3529.193359
	Iteration 12Q: 3 clusters Score -6595998 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -6596168.000000 Penalty: 3529.193359
	Iteration 13Q: 3 clusters Score -6596168 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -6596317.000000 Penalty: 3529.193359
	Iteration 14Q: 3 clusters Score -6596317 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -6596423.000000 Penalty: 3529.193359
	Iteration 15Q: 3 clusters Score -6596423 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -6596528.000000 Penalty: 3529.193359
	Iteration 16Q: 3 clusters Score -6596528 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -6596612.000000 Penalty: 3529.193359
	Iteration 17Q: 3 clusters Score -6596612 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -6596663.000000 Penalty: 3529.193359
	Iteration 18Q: 3 clusters Score -6596663 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -6596736.500000 Penalty: 3529.193359
	Iteration 19Q: 3 clusters Score -6596736 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -6596746.500000 Penalty: 3529.193359
	Iteration 20F: 3 clusters Score -6596746 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -6596771.500000 Penalty: 3529.193359
	Iteration 21Q: 3 clusters Score -6596772 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6596803.000000 Penalty: 3529.193359
	Iteration 22Q: 3 clusters Score -6596803 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -6596815.000000 Penalty: 3529.193359
	Iteration 23Q: 3 clusters Score -6596815 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -6596835.000000 Penalty: 3529.193359
	Iteration 24Q: 3 clusters Score -6596835 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6596836.000000 Penalty: 3529.193359
	Iteration 25Q: 3 clusters Score -6596836 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6596855.500000 Penalty: 3529.193359
	Iteration 26Q: 3 clusters Score -6596856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6596874.500000 Penalty: 3529.193359
	Iteration 27Q: 3 clusters Score -6596874 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6596894.500000 Penalty: 3529.193359
	Iteration 28Q: 3 clusters Score -6596894 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6596907.000000 Penalty: 3529.193359
	Iteration 29Q: 3 clusters Score -6596907 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6596922.000000 Penalty: 3529.193359
	Iteration 30Q: 3 clusters Score -6596922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6596915.500000 Penalty: 3529.193359
	Iteration 31Q: 3 clusters Score -6596916 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6596910.000000 Penalty: 3529.193359
	Iteration 32Q: 3 clusters Score -6596910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6596912.500000 Penalty: 3529.193359
	Iteration 33Q: 3 clusters Score -6596912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6596921.500000 Penalty: 3529.193359
	Iteration 34Q: 3 clusters Score -6596922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6596905.000000 Penalty: 3529.193359
	Iteration 35Q: 3 clusters Score -6596905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6596921.000000 Penalty: 3529.193359
	Iteration 36Q: 3 clusters Score -6596921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6596914.000000 Penalty: 3529.193359
	Iteration 37Q: 3 clusters Score -6596914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6596900.500000 Penalty: 3529.193359
	Iteration 38Q: 3 clusters Score -6596900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6596911.000000 Penalty: 3529.193359
	Iteration 39Q: 3 clusters Score -6596911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6596919.000000 Penalty: 3529.193359
	Iteration 40F: 3 clusters Score -6596919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6596915.500000 Penalty: 3529.193359
	Iteration 41Q: 3 clusters Score -6596916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6596935.000000 Penalty: 3529.193359
	Iteration 42Q: 3 clusters Score -6596935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6596937.500000 Penalty: 3529.193359
	Iteration 43Q: 3 clusters Score -6596938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6596943.000000 Penalty: 3529.193359
	Iteration 44Q: 3 clusters Score -6596943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6596954.000000 Penalty: 3529.193359
	Iteration 45Q: 3 clusters Score -6596954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6596962.000000 Penalty: 3529.193359
	Iteration 46Q: 3 clusters Score -6596962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6596959.500000 Penalty: 3529.193359
	Iteration 47Q: 3 clusters Score -6596960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6596957.000000 Penalty: 3529.193359
	Iteration 48Q: 3 clusters Score -6596957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6596969.000000 Penalty: 3529.193359
	Iteration 49Q: 3 clusters Score -6596969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6596978.000000 Penalty: 3529.193359
	Iteration 50Q: 3 clusters Score -6596978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6596975.500000 Penalty: 3529.193359
	Iteration 51Q: 3 clusters Score -6596976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6596993.000000 Penalty: 3529.193359
	Iteration 52Q: 3 clusters Score -6596993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6596995.000000 Penalty: 3529.193359
	Iteration 53Q: 3 clusters Score -6596995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6597004.500000 Penalty: 3529.193359
	Iteration 54Q: 3 clusters Score -6597004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6597004.000000 Penalty: 3529.193359
	Iteration 55Q: 3 clusters Score -6597004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6596996.000000 Penalty: 3529.193359
	Iteration 56Q: 3 clusters Score -6596996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6596999.500000 Penalty: 3529.193359
	Iteration 57Q: 3 clusters Score -6597000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6596997.000000 Penalty: 3529.193359
	Iteration 58Q: 3 clusters Score -6596997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6597000.500000 Penalty: 3529.193359
	Iteration 59Q: 3 clusters Score -6597000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6597001.000000 Penalty: 3529.193359
	Iteration 60F: 3 clusters Score -6597001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6597004.000000 Penalty: 3529.193359
	Iteration 61Q: 3 clusters Score -6597004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6597004.500000 Penalty: 3529.193359
	Iteration 62Q: 3 clusters Score -6597004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6597002.500000 Penalty: 3529.193359
	Iteration 63Q: 3 clusters Score -6597002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6597009.000000 Penalty: 3529.193359
	Iteration 64Q: 3 clusters Score -6597009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6597002.000000 Penalty: 3529.193359
	Iteration 65Q: 3 clusters Score -6597002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6597004.000000 Penalty: 3529.193359
	Iteration 66Q: 3 clusters Score -6597004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6597005.500000 Penalty: 3529.193359
	Iteration 67Q: 3 clusters Score -6597006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6597003.000000 Penalty: 3529.193359
	Iteration 68Q: 3 clusters Score -6597003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6597009.500000 Penalty: 3529.193359
	Iteration 69Q: 3 clusters Score -6597010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6597009.500000 Penalty: 3529.193359
	Iteration 70Q: 3 clusters Score -6597010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6597009.500000 Penalty: 3529.193359
	Iteration 71Q: 3 clusters Score -6597010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6597010.000000 Penalty: 3529.193359
	Iteration 72Q: 3 clusters Score -6597010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6596998.500000 Penalty: 3529.193359
	Iteration 73Q: 3 clusters Score -6596998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6596997.500000 Penalty: 3529.193359
	Iteration 74Q: 3 clusters Score -6596998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6596992.000000 Penalty: 3529.193359
	Iteration 75Q: 3 clusters Score -6596992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6596999.000000 Penalty: 3529.193359
	Iteration 76Q: 3 clusters Score -6596999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6596996.500000 Penalty: 3529.193359
	Iteration 77Q: 3 clusters Score -6596996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6596996.500000 Penalty: 3529.193359
	Iteration 78Q: 3 clusters Score -6596996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6596996.000000 Penalty: 3529.193359
	Iteration 79Q: 3 clusters Score -6596996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6596999.000000 Penalty: 3529.193359
	Iteration 80F: 3 clusters Score -6596999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6596996.000000 Penalty: 3529.193359
	Iteration 81Q: 3 clusters Score -6596996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6597012.500000 Penalty: 3529.193359
	Iteration 82Q: 3 clusters Score -6597012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6597017.500000 Penalty: 3529.193359
	Iteration 83Q: 3 clusters Score -6597018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6597018.500000 Penalty: 3529.193359
	Iteration 84Q: 3 clusters Score -6597018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6597015.500000 Penalty: 3529.193359
	Iteration 85Q: 3 clusters Score -6597016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6597015.500000 Penalty: 3529.193359
	Iteration 86Q: 3 clusters Score -6597016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6597013.000000 Penalty: 3529.193359
	Iteration 87Q: 3 clusters Score -6597013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6597013.000000 Penalty: 3529.193359
	Iteration 88F: 3 clusters Score -6597013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -554109.312500 Penalty: 1369.431030
	Iteration 0F: 2 clusters Score -554109.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -550366.062500 Penalty: 2738.862061
	Iteration 0F: 3 clusters Score -550366.1 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -551374.250000 Penalty: 2738.862061
	Iteration 1F: 3 clusters Score -551374.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -551548.750000 Penalty: 2738.862061
	Iteration 2F: 3 clusters Score -551548.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -551673.437500 Penalty: 2738.862061
	Iteration 3F: 3 clusters Score -551673.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -551767.687500 Penalty: 2738.862061
	Iteration 4Q: 3 clusters Score -551767.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -551831.937500 Penalty: 2738.862061
	Iteration 5Q: 3 clusters Score -551831.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -551888.500000 Penalty: 2738.862061
	Iteration 6Q: 3 clusters Score -551888.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -551939.125000 Penalty: 2738.862061
	Iteration 7Q: 3 clusters Score -551939.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -551992.937500 Penalty: 2738.862061
	Iteration 8Q: 3 clusters Score -551992.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -552059.187500 Penalty: 2738.862061
	Iteration 9Q: 3 clusters Score -552059.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -552141.500000 Penalty: 2738.862061
	Iteration 10Q: 3 clusters Score -552141.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -552224.062500 Penalty: 2738.862061
	Iteration 11Q: 3 clusters Score -552224.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -552319.687500 Penalty: 2738.862061
	Iteration 12Q: 3 clusters Score -552319.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -552415.812500 Penalty: 2738.862061
	Iteration 13Q: 3 clusters Score -552415.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -552517.187500 Penalty: 2738.862061
	Iteration 14Q: 3 clusters Score -552517.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -552597.875000 Penalty: 2738.862061
	Iteration 15Q: 3 clusters Score -552597.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -552675.437500 Penalty: 2738.862061
	Iteration 16Q: 3 clusters Score -552675.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -552745.000000 Penalty: 2738.862061
	Iteration 17Q: 3 clusters Score -552745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -552789.875000 Penalty: 2738.862061
	Iteration 18Q: 3 clusters Score -552789.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -552829.937500 Penalty: 2738.862061
	Iteration 19Q: 3 clusters Score -552829.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -552861.562500 Penalty: 2738.862061
	Iteration 20F: 3 clusters Score -552861.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -552896.375000 Penalty: 2738.862061
	Iteration 21Q: 3 clusters Score -552896.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -552924.062500 Penalty: 2738.862061
	Iteration 22Q: 3 clusters Score -552924.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -552947.062500 Penalty: 2738.862061
	Iteration 23Q: 3 clusters Score -552947.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -552968.000000 Penalty: 2738.862061
	Iteration 24Q: 3 clusters Score -552968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -552975.750000 Penalty: 2738.862061
	Iteration 25Q: 3 clusters Score -552975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -552977.062500 Penalty: 2738.862061
	Iteration 26Q: 3 clusters Score -552977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -552977.062500 Penalty: 2738.862061
	Iteration 27F: 3 clusters Score -552977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Entering Unmasked Estep 
Score: -445175.187500 Penalty: 1337.208740
	Iteration 0F: 2 clusters Score -445175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -441969.656250 Penalty: 2674.417480
	Iteration 0F: 3 clusters Score -441969.7 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -442821.718750 Penalty: 2674.417480
	Iteration 1F: 3 clusters Score -442821.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -443060.812500 Penalty: 2674.417480
	Iteration 2F: 3 clusters Score -443060.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -443282.500000 Penalty: 2674.417480
	Iteration 3F: 3 clusters Score -443282.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -443490.281250 Penalty: 2674.417480
	Iteration 4F: 3 clusters Score -443490.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -443678.906250 Penalty: 2674.417480
	Iteration 5F: 3 clusters Score -443678.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -443911.593750 Penalty: 2674.417480
	Iteration 6F: 3 clusters Score -443911.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -444182.781250 Penalty: 2674.417480
	Iteration 7F: 3 clusters Score -444182.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -444392.906250 Penalty: 2674.417480
	Iteration 8F: 3 clusters Score -444392.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -444532.843750 Penalty: 2674.417480
	Iteration 9Q: 3 clusters Score -444532.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -444603.281250 Penalty: 2674.417480
	Iteration 10Q: 3 clusters Score -444603.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -444642.500000 Penalty: 2674.417480
	Iteration 11Q: 3 clusters Score -444642.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -444663.593750 Penalty: 2674.417480
	Iteration 12Q: 3 clusters Score -444663.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -444674.000000 Penalty: 2674.417480
	Iteration 13Q: 3 clusters Score -444674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -444681.156250 Penalty: 2674.417480
	Iteration 14Q: 3 clusters Score -444681.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -444685.250000 Penalty: 2674.417480
	Iteration 15Q: 3 clusters Score -444685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -444692.375000 Penalty: 2674.417480
	Iteration 16Q: 3 clusters Score -444692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -444700.625000 Penalty: 2674.417480
	Iteration 17Q: 3 clusters Score -444700.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -444705.375000 Penalty: 2674.417480
	Iteration 18Q: 3 clusters Score -444705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -444709.312500 Penalty: 2674.417480
	Iteration 19Q: 3 clusters Score -444709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -444711.093750 Penalty: 2674.417480
	Iteration 20F: 3 clusters Score -444711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -444711.562500 Penalty: 2674.417480
	Iteration 21Q: 3 clusters Score -444711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -444712.656250 Penalty: 2674.417480
	Iteration 22Q: 3 clusters Score -444712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -444713.968750 Penalty: 2674.417480
	Iteration 23Q: 3 clusters Score -444714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -444716.218750 Penalty: 2674.417480
	Iteration 24Q: 3 clusters Score -444716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -444717.375000 Penalty: 2674.417480
	Iteration 25Q: 3 clusters Score -444717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -444717.625000 Penalty: 2674.417480
	Iteration 26Q: 3 clusters Score -444717.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -444717.625000 Penalty: 2674.417480
	Iteration 27F: 3 clusters Score -444717.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -18630.570312 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -18630.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17952.279297 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -17952.28 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18167.482422 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -18167.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18319.966797 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -18319.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18425.408203 Penalty: 1826.630249
	Iteration 3F: 3 clusters Score -18425.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18459.593750 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -18459.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18484.757812 Penalty: 1826.630249
	Iteration 5Q: 3 clusters Score -18484.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18508.208984 Penalty: 1826.630249
	Iteration 6Q: 3 clusters Score -18508.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18510.000000 Penalty: 1826.630249
	Iteration 7Q: 3 clusters Score -18510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18523.611328 Penalty: 1826.630249
	Iteration 8Q: 3 clusters Score -18523.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18526.464844 Penalty: 1826.630249
	Iteration 9Q: 3 clusters Score -18526.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18526.464844 Penalty: 1826.630249
	Iteration 10F: 3 clusters Score -18526.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Entering Unmasked Estep 
Score: -588709.750000 Penalty: 1377.951050
	Iteration 0F: 2 clusters Score -588709.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -584827.500000 Penalty: 2755.902100
	Iteration 0F: 3 clusters Score -584827.5 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -585919.375000 Penalty: 2755.902100
	Iteration 1F: 3 clusters Score -585919.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -586102.250000 Penalty: 2755.902100
	Iteration 2F: 3 clusters Score -586102.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -586227.312500 Penalty: 2755.902100
	Iteration 3F: 3 clusters Score -586227.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -586305.750000 Penalty: 2755.902100
	Iteration 4Q: 3 clusters Score -586305.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -586365.250000 Penalty: 2755.902100
	Iteration 5Q: 3 clusters Score -586365.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -586421.687500 Penalty: 2755.902100
	Iteration 6Q: 3 clusters Score -586421.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -586496.812500 Penalty: 2755.902100
	Iteration 7Q: 3 clusters Score -586496.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -586580.125000 Penalty: 2755.902100
	Iteration 8Q: 3 clusters Score -586580.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -586666.187500 Penalty: 2755.902100
	Iteration 9Q: 3 clusters Score -586666.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -586756.750000 Penalty: 2755.902100
	Iteration 10Q: 3 clusters Score -586756.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -586865.000000 Penalty: 2755.902100
	Iteration 11Q: 3 clusters Score -586865 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -586975.312500 Penalty: 2755.902100
	Iteration 12Q: 3 clusters Score -586975.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -587086.375000 Penalty: 2755.902100
	Iteration 13Q: 3 clusters Score -587086.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -587160.875000 Penalty: 2755.902100
	Iteration 14Q: 3 clusters Score -587160.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -587247.812500 Penalty: 2755.902100
	Iteration 15Q: 3 clusters Score -587247.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -587314.562500 Penalty: 2755.902100
	Iteration 16Q: 3 clusters Score -587314.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -587365.062500 Penalty: 2755.902100
	Iteration 17Q: 3 clusters Score -587365.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -587397.687500 Penalty: 2755.902100
	Iteration 18Q: 3 clusters Score -587397.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -587425.812500 Penalty: 2755.902100
	Iteration 19Q: 3 clusters Score -587425.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -587452.937500 Penalty: 2755.902100
	Iteration 20F: 3 clusters Score -587452.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -587479.187500 Penalty: 2755.902100
	Iteration 21Q: 3 clusters Score -587479.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -587497.937500 Penalty: 2755.902100
	Iteration 22Q: 3 clusters Score -587497.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -587515.500000 Penalty: 2755.902100
	Iteration 23Q: 3 clusters Score -587515.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -587524.312500 Penalty: 2755.902100
	Iteration 24Q: 3 clusters Score -587524.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -587530.875000 Penalty: 2755.902100
	Iteration 25Q: 3 clusters Score -587530.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -587537.000000 Penalty: 2755.902100
	Iteration 26Q: 3 clusters Score -587537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -587540.000000 Penalty: 2755.902100
	Iteration 27Q: 3 clusters Score -587540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -587540.062500 Penalty: 2755.902100
	Iteration 28Q: 3 clusters Score -587540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -587540.125000 Penalty: 2755.902100
	Iteration 29Q: 3 clusters Score -587540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -587540.125000 Penalty: 2755.902100
	Iteration 30F: 3 clusters Score -587540.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Entering Unmasked Estep 
Score: -991348.875000 Penalty: 1460.622559
	Iteration 0F: 2 clusters Score -991348.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -985408.375000 Penalty: 2921.245117
	Iteration 0F: 3 clusters Score -985408.4 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -987146.750000 Penalty: 2921.245117
	Iteration 1F: 3 clusters Score -987146.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -987396.312500 Penalty: 2921.245117
	Iteration 2F: 3 clusters Score -987396.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -987590.375000 Penalty: 2921.245117
	Iteration 3F: 3 clusters Score -987590.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -987729.687500 Penalty: 2921.245117
	Iteration 4Q: 3 clusters Score -987729.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -987828.625000 Penalty: 2921.245117
	Iteration 5Q: 3 clusters Score -987828.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -987924.687500 Penalty: 2921.245117
	Iteration 6Q: 3 clusters Score -987924.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -988014.187500 Penalty: 2921.245117
	Iteration 7Q: 3 clusters Score -988014.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -988108.062500 Penalty: 2921.245117
	Iteration 8Q: 3 clusters Score -988108.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -988223.562500 Penalty: 2921.245117
	Iteration 9Q: 3 clusters Score -988223.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -988335.437500 Penalty: 2921.245117
	Iteration 10Q: 3 clusters Score -988335.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -988473.312500 Penalty: 2921.245117
	Iteration 11Q: 3 clusters Score -988473.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -988658.250000 Penalty: 2921.245117
	Iteration 12Q: 3 clusters Score -988658.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -988837.187500 Penalty: 2921.245117
	Iteration 13Q: 3 clusters Score -988837.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -989052.000000 Penalty: 2921.245117
	Iteration 14Q: 3 clusters Score -989052 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -989256.062500 Penalty: 2921.245117
	Iteration 15Q: 3 clusters Score -989256.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -989427.375000 Penalty: 2921.245117
	Iteration 16Q: 3 clusters Score -989427.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -989579.062500 Penalty: 2921.245117
	Iteration 17Q: 3 clusters Score -989579.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -989686.875000 Penalty: 2921.245117
	Iteration 18Q: 3 clusters Score -989686.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -989777.937500 Penalty: 2921.245117
	Iteration 19Q: 3 clusters Score -989777.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -989840.812500 Penalty: 2921.245117
	Iteration 20F: 3 clusters Score -989840.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -989894.625000 Penalty: 2921.245117
	Iteration 21Q: 3 clusters Score -989894.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -989936.187500 Penalty: 2921.245117
	Iteration 22Q: 3 clusters Score -989936.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -989970.500000 Penalty: 2921.245117
	Iteration 23Q: 3 clusters Score -989970.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -989998.562500 Penalty: 2921.245117
	Iteration 24Q: 3 clusters Score -989998.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -990012.687500 Penalty: 2921.245117
	Iteration 25Q: 3 clusters Score -990012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -990016.812500 Penalty: 2921.245117
	Iteration 26Q: 3 clusters Score -990016.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -990020.125000 Penalty: 2921.245117
	Iteration 27Q: 3 clusters Score -990020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -990023.562500 Penalty: 2921.245117
	Iteration 28Q: 3 clusters Score -990023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -990026.062500 Penalty: 2921.245117
	Iteration 29Q: 3 clusters Score -990026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -990027.437500 Penalty: 2921.245117
	Iteration 30Q: 3 clusters Score -990027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -990032.562500 Penalty: 2921.245117
	Iteration 31Q: 3 clusters Score -990032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -990034.875000 Penalty: 2921.245117
	Iteration 32Q: 3 clusters Score -990034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -990041.125000 Penalty: 2921.245117
	Iteration 33Q: 3 clusters Score -990041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -990041.062500 Penalty: 2921.245117
	Iteration 34Q: 3 clusters Score -990041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -990043.312500 Penalty: 2921.245117
	Iteration 35Q: 3 clusters Score -990043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -990049.625000 Penalty: 2921.245117
	Iteration 36Q: 3 clusters Score -990049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -990059.375000 Penalty: 2921.245117
	Iteration 37Q: 3 clusters Score -990059.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -990070.875000 Penalty: 2921.245117
	Iteration 38Q: 3 clusters Score -990070.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -990076.437500 Penalty: 2921.245117
	Iteration 39Q: 3 clusters Score -990076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -990081.500000 Penalty: 2921.245117
	Iteration 40F: 3 clusters Score -990081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -990083.625000 Penalty: 2921.245117
	Iteration 41Q: 3 clusters Score -990083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -990086.000000 Penalty: 2921.245117
	Iteration 42Q: 3 clusters Score -990086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -990089.000000 Penalty: 2921.245117
	Iteration 43Q: 3 clusters Score -990089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -990091.187500 Penalty: 2921.245117
	Iteration 44Q: 3 clusters Score -990091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -990091.125000 Penalty: 2921.245117
	Iteration 45Q: 3 clusters Score -990091.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -990093.062500 Penalty: 2921.245117
	Iteration 46Q: 3 clusters Score -990093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -990094.625000 Penalty: 2921.245117
	Iteration 47Q: 3 clusters Score -990094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -990100.125000 Penalty: 2921.245117
	Iteration 48Q: 3 clusters Score -990100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -990100.375000 Penalty: 2921.245117
	Iteration 49Q: 3 clusters Score -990100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -990100.437500 Penalty: 2921.245117
	Iteration 50Q: 3 clusters Score -990100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -990102.312500 Penalty: 2921.245117
	Iteration 51Q: 3 clusters Score -990102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -990103.000000 Penalty: 2921.245117
	Iteration 52Q: 3 clusters Score -990103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -990103.000000 Penalty: 2921.245117
	Iteration 53F: 3 clusters Score -990103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Entering Unmasked Estep 
Score: -10165682.000000 Penalty: 1836.457642
	Iteration 0F: 2 clusters Score -1.016568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -10112078.000000 Penalty: 3672.915283
	Iteration 0F: 3 clusters Score -1.011208e+07 nChanged 38642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -10134476.000000 Penalty: 3672.915283
	Iteration 1F: 3 clusters Score -1.013448e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -10135566.000000 Penalty: 3672.915283
	Iteration 2Q: 3 clusters Score -1.013557e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -10137001.000000 Penalty: 3672.915283
	Iteration 3Q: 3 clusters Score -1.0137e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -10139225.000000 Penalty: 3672.915283
	Iteration 4Q: 3 clusters Score -1.013922e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -10142295.000000 Penalty: 3672.915283
	Iteration 5F: 3 clusters Score -1.01423e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -10146406.000000 Penalty: 3672.915283
	Iteration 6F: 3 clusters Score -1.014641e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -10150828.000000 Penalty: 3672.915283
	Iteration 7F: 3 clusters Score -1.015083e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -10154861.000000 Penalty: 3672.915283
	Iteration 8F: 3 clusters Score -1.015486e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -10157693.000000 Penalty: 3672.915283
	Iteration 9Q: 3 clusters Score -1.015769e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -10159567.000000 Penalty: 3672.915283
	Iteration 10Q: 3 clusters Score -1.015957e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -10160880.000000 Penalty: 3672.915283
	Iteration 11Q: 3 clusters Score -1.016088e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74959 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -10161791.000000 Penalty: 3672.915283
	Iteration 12Q: 3 clusters Score -1.016179e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -10162399.000000 Penalty: 3672.915283
	Iteration 13Q: 3 clusters Score -1.01624e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -10162821.000000 Penalty: 3672.915283
	Iteration 14Q: 3 clusters Score -1.016282e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77373 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -10163158.000000 Penalty: 3672.915283
	Iteration 15Q: 3 clusters Score -1.016316e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77939 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -10163393.000000 Penalty: 3672.915283
	Iteration 16Q: 3 clusters Score -1.016339e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -10163612.000000 Penalty: 3672.915283
	Iteration 17Q: 3 clusters Score -1.016361e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -10163784.000000 Penalty: 3672.915283
	Iteration 18Q: 3 clusters Score -1.016378e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -10163885.000000 Penalty: 3672.915283
	Iteration 19Q: 3 clusters Score -1.016388e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -10163982.000000 Penalty: 3672.915283
	Iteration 20F: 3 clusters Score -1.016398e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10164043.000000 Penalty: 3672.915283
	Iteration 21Q: 3 clusters Score -1.016404e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10164069.000000 Penalty: 3672.915283
	Iteration 22Q: 3 clusters Score -1.016407e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10164115.000000 Penalty: 3672.915283
	Iteration 23Q: 3 clusters Score -1.016412e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79832 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10164174.000000 Penalty: 3672.915283
	Iteration 24Q: 3 clusters Score -1.016417e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10164185.000000 Penalty: 3672.915283
	Iteration 25Q: 3 clusters Score -1.016418e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10164190.000000 Penalty: 3672.915283
	Iteration 26Q: 3 clusters Score -1.016419e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80015 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10164207.000000 Penalty: 3672.915283
	Iteration 27Q: 3 clusters Score -1.016421e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10164222.000000 Penalty: 3672.915283
	Iteration 28Q: 3 clusters Score -1.016422e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10164243.000000 Penalty: 3672.915283
	Iteration 29Q: 3 clusters Score -1.016424e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10164255.000000 Penalty: 3672.915283
	Iteration 30Q: 3 clusters Score -1.016426e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10164233.000000 Penalty: 3672.915283
	Iteration 31Q: 3 clusters Score -1.016423e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10164241.000000 Penalty: 3672.915283
	Iteration 32Q: 3 clusters Score -1.016424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80221 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10164245.000000 Penalty: 3672.915283
	Iteration 33Q: 3 clusters Score -1.016424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -10164249.000000 Penalty: 3672.915283
	Iteration 34Q: 3 clusters Score -1.016425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10164252.000000 Penalty: 3672.915283
	Iteration 35Q: 3 clusters Score -1.016425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10164250.000000 Penalty: 3672.915283
	Iteration 36Q: 3 clusters Score -1.016425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10164260.000000 Penalty: 3672.915283
	Iteration 37Q: 3 clusters Score -1.016426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10164264.000000 Penalty: 3672.915283
	Iteration 38Q: 3 clusters Score -1.016426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10164279.000000 Penalty: 3672.915283
	Iteration 39Q: 3 clusters Score -1.016428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10164284.000000 Penalty: 3672.915283
	Iteration 40F: 3 clusters Score -1.016428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10164296.000000 Penalty: 3672.915283
	Iteration 41Q: 3 clusters Score -1.01643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10164304.000000 Penalty: 3672.915283
	Iteration 42Q: 3 clusters Score -1.01643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10164313.000000 Penalty: 3672.915283
	Iteration 43Q: 3 clusters Score -1.016431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10164325.000000 Penalty: 3672.915283
	Iteration 44Q: 3 clusters Score -1.016432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10164330.000000 Penalty: 3672.915283
	Iteration 45Q: 3 clusters Score -1.016433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10164331.000000 Penalty: 3672.915283
	Iteration 46Q: 3 clusters Score -1.016433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10164334.000000 Penalty: 3672.915283
	Iteration 47Q: 3 clusters Score -1.016433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10164340.000000 Penalty: 3672.915283
	Iteration 48Q: 3 clusters Score -1.016434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10164336.000000 Penalty: 3672.915283
	Iteration 49Q: 3 clusters Score -1.016434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10164334.000000 Penalty: 3672.915283
	Iteration 50Q: 3 clusters Score -1.016433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10164336.000000 Penalty: 3672.915283
	Iteration 51Q: 3 clusters Score -1.016434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10164344.000000 Penalty: 3672.915283
	Iteration 52Q: 3 clusters Score -1.016434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10164344.000000 Penalty: 3672.915283
	Iteration 53F: 3 clusters Score -1.016434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (67990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Entering Unmasked Estep 
Score: -8388596.500000 Penalty: 1808.156372
	Iteration 0F: 2 clusters Score -8388596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -8343145.500000 Penalty: 3616.312744
	Iteration 0F: 3 clusters Score -8343146 nChanged 32086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -8361667.000000 Penalty: 3616.312744
	Iteration 1F: 3 clusters Score -8361667 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -8362388.500000 Penalty: 3616.312744
	Iteration 2Q: 3 clusters Score -8362388 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -8363302.000000 Penalty: 3616.312744
	Iteration 3Q: 3 clusters Score -8363302 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -8364670.000000 Penalty: 3616.312744
	Iteration 4Q: 3 clusters Score -8364670 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -8366686.000000 Penalty: 3616.312744
	Iteration 5F: 3 clusters Score -8366686 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -8369987.000000 Penalty: 3616.312744
	Iteration 6F: 3 clusters Score -8369987 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -8374137.000000 Penalty: 3616.312744
	Iteration 7F: 3 clusters Score -8374137 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -8377475.500000 Penalty: 3616.312744
	Iteration 8F: 3 clusters Score -8377476 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -8379025.000000 Penalty: 3616.312744
	Iteration 9F: 3 clusters Score -8379025 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -8379570.500000 Penalty: 3616.312744
	Iteration 10Q: 3 clusters Score -8379570 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -8379971.500000 Penalty: 3616.312744
	Iteration 11Q: 3 clusters Score -8379972 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -8380276.000000 Penalty: 3616.312744
	Iteration 12Q: 3 clusters Score -8380276 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -8380641.000000 Penalty: 3616.312744
	Iteration 13Q: 3 clusters Score -8380641 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -8381007.000000 Penalty: 3616.312744
	Iteration 14Q: 3 clusters Score -8381007 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -8381334.500000 Penalty: 3616.312744
	Iteration 15Q: 3 clusters Score -8381334 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -8381695.500000 Penalty: 3616.312744
	Iteration 16Q: 3 clusters Score -8381696 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -8382104.000000 Penalty: 3616.312744
	Iteration 17Q: 3 clusters Score -8382104 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -8382368.000000 Penalty: 3616.312744
	Iteration 18Q: 3 clusters Score -8382368 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -8382625.000000 Penalty: 3616.312744
	Iteration 19Q: 3 clusters Score -8382625 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -8382826.000000 Penalty: 3616.312744
	Iteration 20F: 3 clusters Score -8382826 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -8382932.500000 Penalty: 3616.312744
	Iteration 21Q: 3 clusters Score -8382932 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -8383069.500000 Penalty: 3616.312744
	Iteration 22Q: 3 clusters Score -8383070 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -8383141.500000 Penalty: 3616.312744
	Iteration 23Q: 3 clusters Score -8383142 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -8383226.000000 Penalty: 3616.312744
	Iteration 24Q: 3 clusters Score -8383226 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -8383292.500000 Penalty: 3616.312744
	Iteration 25Q: 3 clusters Score -8383292 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -8383333.500000 Penalty: 3616.312744
	Iteration 26Q: 3 clusters Score -8383334 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -8383388.500000 Penalty: 3616.312744
	Iteration 27Q: 3 clusters Score -8383388 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -8383434.000000 Penalty: 3616.312744
	Iteration 28Q: 3 clusters Score -8383434 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -8383472.500000 Penalty: 3616.312744
	Iteration 29Q: 3 clusters Score -8383472 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -8383508.500000 Penalty: 3616.312744
	Iteration 30Q: 3 clusters Score -8383508 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -8383555.500000 Penalty: 3616.312744
	Iteration 31Q: 3 clusters Score -8383556 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -8383593.000000 Penalty: 3616.312744
	Iteration 32Q: 3 clusters Score -8383593 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -8383625.500000 Penalty: 3616.312744
	Iteration 33Q: 3 clusters Score -8383626 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -8383749.000000 Penalty: 3616.312744
	Iteration 34Q: 3 clusters Score -8383749 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -8383765.500000 Penalty: 3616.312744
	Iteration 35Q: 3 clusters Score -8383766 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -8383825.000000 Penalty: 3616.312744
	Iteration 36Q: 3 clusters Score -8383825 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -8383905.000000 Penalty: 3616.312744
	Iteration 37Q: 3 clusters Score -8383905 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -8383919.500000 Penalty: 3616.312744
	Iteration 38Q: 3 clusters Score -8383920 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -8383951.000000 Penalty: 3616.312744
	Iteration 39Q: 3 clusters Score -8383951 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -8384063.000000 Penalty: 3616.312744
	Iteration 40F: 3 clusters Score -8384063 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -8384143.500000 Penalty: 3616.312744
	Iteration 41Q: 3 clusters Score -8384144 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -8384162.000000 Penalty: 3616.312744
	Iteration 42Q: 3 clusters Score -8384162 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -8384238.000000 Penalty: 3616.312744
	Iteration 43Q: 3 clusters Score -8384238 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -8384398.000000 Penalty: 3616.312744
	Iteration 44Q: 3 clusters Score -8384398 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -8384506.500000 Penalty: 3616.312744
	Iteration 45Q: 3 clusters Score -8384506 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -8384583.500000 Penalty: 3616.312744
	Iteration 46Q: 3 clusters Score -8384584 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -8384636.500000 Penalty: 3616.312744
	Iteration 47Q: 3 clusters Score -8384636 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -8384699.000000 Penalty: 3616.312744
	Iteration 48Q: 3 clusters Score -8384699 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -8384738.500000 Penalty: 3616.312744
	Iteration 49Q: 3 clusters Score -8384738 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -8384854.500000 Penalty: 3616.312744
	Iteration 50Q: 3 clusters Score -8384854 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -8384902.500000 Penalty: 3616.312744
	Iteration 51Q: 3 clusters Score -8384902 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -8384929.000000 Penalty: 3616.312744
	Iteration 52Q: 3 clusters Score -8384929 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -8385010.000000 Penalty: 3616.312744
	Iteration 53Q: 3 clusters Score -8385010 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -8385079.500000 Penalty: 3616.312744
	Iteration 54Q: 3 clusters Score -8385080 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -8385144.500000 Penalty: 3616.312744
	Iteration 55Q: 3 clusters Score -8385144 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -8385188.500000 Penalty: 3616.312744
	Iteration 56Q: 3 clusters Score -8385188 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -8385297.500000 Penalty: 3616.312744
	Iteration 57Q: 3 clusters Score -8385298 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -8385353.500000 Penalty: 3616.312744
	Iteration 58Q: 3 clusters Score -8385354 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -8385370.000000 Penalty: 3616.312744
	Iteration 59Q: 3 clusters Score -8385370 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -8385449.500000 Penalty: 3616.312744
	Iteration 60F: 3 clusters Score -8385450 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -8385514.500000 Penalty: 3616.312744
	Iteration 61Q: 3 clusters Score -8385514 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -8385597.500000 Penalty: 3616.312744
	Iteration 62Q: 3 clusters Score -8385598 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -8385605.500000 Penalty: 3616.312744
	Iteration 63Q: 3 clusters Score -8385606 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -8385681.000000 Penalty: 3616.312744
	Iteration 64Q: 3 clusters Score -8385681 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -8385733.500000 Penalty: 3616.312744
	Iteration 65Q: 3 clusters Score -8385734 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -8385815.500000 Penalty: 3616.312744
	Iteration 66Q: 3 clusters Score -8385816 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -8385865.500000 Penalty: 3616.312744
	Iteration 67Q: 3 clusters Score -8385866 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -8385904.500000 Penalty: 3616.312744
	Iteration 68Q: 3 clusters Score -8385904 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -8385963.000000 Penalty: 3616.312744
	Iteration 69Q: 3 clusters Score -8385963 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -8386018.000000 Penalty: 3616.312744
	Iteration 70Q: 3 clusters Score -8386018 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -8386042.000000 Penalty: 3616.312744
	Iteration 71Q: 3 clusters Score -8386042 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -8386048.000000 Penalty: 3616.312744
	Iteration 72Q: 3 clusters Score -8386048 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -8386099.000000 Penalty: 3616.312744
	Iteration 73Q: 3 clusters Score -8386099 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -8386182.000000 Penalty: 3616.312744
	Iteration 74Q: 3 clusters Score -8386182 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -8386199.000000 Penalty: 3616.312744
	Iteration 75Q: 3 clusters Score -8386199 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -8386266.000000 Penalty: 3616.312744
	Iteration 76Q: 3 clusters Score -8386266 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -8386321.500000 Penalty: 3616.312744
	Iteration 77Q: 3 clusters Score -8386322 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -8386352.000000 Penalty: 3616.312744
	Iteration 78Q: 3 clusters Score -8386352 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -8386415.500000 Penalty: 3616.312744
	Iteration 79Q: 3 clusters Score -8386416 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -8386437.500000 Penalty: 3616.312744
	Iteration 80F: 3 clusters Score -8386438 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -8386511.500000 Penalty: 3616.312744
	Iteration 81Q: 3 clusters Score -8386512 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -8386559.000000 Penalty: 3616.312744
	Iteration 82Q: 3 clusters Score -8386559 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -8386600.500000 Penalty: 3616.312744
	Iteration 83Q: 3 clusters Score -8386600 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -8386616.500000 Penalty: 3616.312744
	Iteration 84Q: 3 clusters Score -8386616 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -8386659.500000 Penalty: 3616.312744
	Iteration 85Q: 3 clusters Score -8386660 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -8386708.500000 Penalty: 3616.312744
	Iteration 86Q: 3 clusters Score -8386708 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -8386764.500000 Penalty: 3616.312744
	Iteration 87Q: 3 clusters Score -8386764 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -8386817.000000 Penalty: 3616.312744
	Iteration 88Q: 3 clusters Score -8386817 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -8386833.000000 Penalty: 3616.312744
	Iteration 89Q: 3 clusters Score -8386833 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -8386882.000000 Penalty: 3616.312744
	Iteration 90Q: 3 clusters Score -8386882 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -8386883.000000 Penalty: 3616.312744
	Iteration 91Q: 3 clusters Score -8386883 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -8386903.000000 Penalty: 3616.312744
	Iteration 92Q: 3 clusters Score -8386903 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -8386950.500000 Penalty: 3616.312744
	Iteration 93Q: 3 clusters Score -8386950 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -8386997.000000 Penalty: 3616.312744
	Iteration 94Q: 3 clusters Score -8386997 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8387035.500000 Penalty: 3616.312744
	Iteration 95Q: 3 clusters Score -8387036 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8387027.500000 Penalty: 3616.312744
	Iteration 96Q: 3 clusters Score -8387028 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -8387048.500000 Penalty: 3616.312744
	Iteration 97Q: 3 clusters Score -8387048 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8387055.500000 Penalty: 3616.312744
	Iteration 98Q: 3 clusters Score -8387056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8387066.000000 Penalty: 3616.312744
	Iteration 99Q: 3 clusters Score -8387066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -8387092.500000 Penalty: 3616.312744
	Iteration 100F: 3 clusters Score -8387092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8387108.000000 Penalty: 3616.312744
	Iteration 101Q: 3 clusters Score -8387108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -8387133.000000 Penalty: 3616.312744
	Iteration 102Q: 3 clusters Score -8387133 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -8387161.000000 Penalty: 3616.312744
	Iteration 103Q: 3 clusters Score -8387161 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -8387186.000000 Penalty: 3616.312744
	Iteration 104Q: 3 clusters Score -8387186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -8387206.500000 Penalty: 3616.312744
	Iteration 105Q: 3 clusters Score -8387206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8387248.000000 Penalty: 3616.312744
	Iteration 106Q: 3 clusters Score -8387248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8387245.000000 Penalty: 3616.312744
	Iteration 107Q: 3 clusters Score -8387245 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -8387263.500000 Penalty: 3616.312744
	Iteration 108Q: 3 clusters Score -8387264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8387293.500000 Penalty: 3616.312744
	Iteration 109Q: 3 clusters Score -8387294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8387328.500000 Penalty: 3616.312744
	Iteration 110Q: 3 clusters Score -8387328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8387347.500000 Penalty: 3616.312744
	Iteration 111Q: 3 clusters Score -8387348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8387384.500000 Penalty: 3616.312744
	Iteration 112Q: 3 clusters Score -8387384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8387400.000000 Penalty: 3616.312744
	Iteration 113Q: 3 clusters Score -8387400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8387409.000000 Penalty: 3616.312744
	Iteration 114Q: 3 clusters Score -8387409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8387426.500000 Penalty: 3616.312744
	Iteration 115Q: 3 clusters Score -8387426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8387438.000000 Penalty: 3616.312744
	Iteration 116Q: 3 clusters Score -8387438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8387436.500000 Penalty: 3616.312744
	Iteration 117Q: 3 clusters Score -8387436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8387432.000000 Penalty: 3616.312744
	Iteration 118Q: 3 clusters Score -8387432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8387436.000000 Penalty: 3616.312744
	Iteration 119Q: 3 clusters Score -8387436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8387439.500000 Penalty: 3616.312744
	Iteration 120F: 3 clusters Score -8387440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8387442.000000 Penalty: 3616.312744
	Iteration 121Q: 3 clusters Score -8387442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8387457.000000 Penalty: 3616.312744
	Iteration 122Q: 3 clusters Score -8387457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8387469.000000 Penalty: 3616.312744
	Iteration 123Q: 3 clusters Score -8387469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8387475.500000 Penalty: 3616.312744
	Iteration 124Q: 3 clusters Score -8387476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8387470.000000 Penalty: 3616.312744
	Iteration 125Q: 3 clusters Score -8387470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8387480.500000 Penalty: 3616.312744
	Iteration 126Q: 3 clusters Score -8387480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8387485.000000 Penalty: 3616.312744
	Iteration 127Q: 3 clusters Score -8387485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8387492.500000 Penalty: 3616.312744
	Iteration 128Q: 3 clusters Score -8387492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -8387501.000000 Penalty: 3616.312744
	Iteration 129Q: 3 clusters Score -8387501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8387507.500000 Penalty: 3616.312744
	Iteration 130Q: 3 clusters Score -8387508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8387518.000000 Penalty: 3616.312744
	Iteration 131Q: 3 clusters Score -8387518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -8387519.000000 Penalty: 3616.312744
	Iteration 132Q: 3 clusters Score -8387519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8387529.500000 Penalty: 3616.312744
	Iteration 133Q: 3 clusters Score -8387530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8387547.000000 Penalty: 3616.312744
	Iteration 134Q: 3 clusters Score -8387547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8387546.500000 Penalty: 3616.312744
	Iteration 135Q: 3 clusters Score -8387546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8387549.500000 Penalty: 3616.312744
	Iteration 136Q: 3 clusters Score -8387550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8387550.000000 Penalty: 3616.312744
	Iteration 137Q: 3 clusters Score -8387550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8387542.500000 Penalty: 3616.312744
	Iteration 138Q: 3 clusters Score -8387542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8387545.500000 Penalty: 3616.312744
	Iteration 139Q: 3 clusters Score -8387546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8387549.500000 Penalty: 3616.312744
	Iteration 140F: 3 clusters Score -8387550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8387547.500000 Penalty: 3616.312744
	Iteration 141Q: 3 clusters Score -8387548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8387546.000000 Penalty: 3616.312744
	Iteration 142Q: 3 clusters Score -8387546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8387541.000000 Penalty: 3616.312744
	Iteration 143Q: 3 clusters Score -8387541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8387543.000000 Penalty: 3616.312744
	Iteration 144Q: 3 clusters Score -8387543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8387553.500000 Penalty: 3616.312744
	Iteration 145Q: 3 clusters Score -8387554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8387552.500000 Penalty: 3616.312744
	Iteration 146Q: 3 clusters Score -8387552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8387552.500000 Penalty: 3616.312744
	Iteration 147Q: 3 clusters Score -8387552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8387551.000000 Penalty: 3616.312744
	Iteration 148Q: 3 clusters Score -8387551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8387551.500000 Penalty: 3616.312744
	Iteration 149Q: 3 clusters Score -8387552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8387548.500000 Penalty: 3616.312744
	Iteration 150Q: 3 clusters Score -8387548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8387545.000000 Penalty: 3616.312744
	Iteration 151Q: 3 clusters Score -8387545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8387541.500000 Penalty: 3616.312744
	Iteration 152Q: 3 clusters Score -8387542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8387542.500000 Penalty: 3616.312744
	Iteration 153Q: 3 clusters Score -8387542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8387542.000000 Penalty: 3616.312744
	Iteration 154Q: 3 clusters Score -8387542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8387542.000000 Penalty: 3616.312744
	Iteration 155Q: 3 clusters Score -8387542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8387550.000000 Penalty: 3616.312744
	Iteration 156Q: 3 clusters Score -8387550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8387548.500000 Penalty: 3616.312744
	Iteration 157Q: 3 clusters Score -8387548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8387551.500000 Penalty: 3616.312744
	Iteration 158Q: 3 clusters Score -8387552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8387551.000000 Penalty: 3616.312744
	Iteration 159Q: 3 clusters Score -8387551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8387555.500000 Penalty: 3616.312744
	Iteration 160F: 3 clusters Score -8387556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8387547.500000 Penalty: 3616.312744
	Iteration 161Q: 3 clusters Score -8387548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8387539.000000 Penalty: 3616.312744
	Iteration 162Q: 3 clusters Score -8387539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8387545.000000 Penalty: 3616.312744
	Iteration 163Q: 3 clusters Score -8387545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8387546.500000 Penalty: 3616.312744
	Iteration 164Q: 3 clusters Score -8387546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8387541.500000 Penalty: 3616.312744
	Iteration 165Q: 3 clusters Score -8387542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8387541.000000 Penalty: 3616.312744
	Iteration 166Q: 3 clusters Score -8387541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66300 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8387541.000000 Penalty: 3616.312744
	Iteration 167Q: 3 clusters Score -8387541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8387543.000000 Penalty: 3616.312744
	Iteration 168Q: 3 clusters Score -8387543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8387544.000000 Penalty: 3616.312744
	Iteration 169Q: 3 clusters Score -8387544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8387544.000000 Penalty: 3616.312744
	Iteration 170F: 3 clusters Score -8387544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -35094.617188 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -35094.62 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 200 members 
Entering Unmasked Estep 
Score: -34198.195312 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -34198.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34393.925781 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -34393.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34488.472656 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -34488.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34573.589844 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -34573.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34614.574219 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -34614.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34641.476562 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -34641.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34688.683594 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -34688.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34723.851562 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -34723.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34735.601562 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -34735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34737.398438 Penalty: 1913.885254
	Iteration 9Q: 3 clusters Score -34737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34737.398438 Penalty: 1913.885254
	Iteration 10F: 3 clusters Score -34737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Entering Unmasked Estep 
Score: -1280806.250000 Penalty: 1506.883179
	Iteration 0F: 2 clusters Score -1280806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1273380.375000 Penalty: 3013.766357
	Iteration 0F: 3 clusters Score -1273380 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1275961.875000 Penalty: 3013.766357
	Iteration 1F: 3 clusters Score -1275962 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1276496.375000 Penalty: 3013.766357
	Iteration 2F: 3 clusters Score -1276496 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1277059.000000 Penalty: 3013.766357
	Iteration 3F: 3 clusters Score -1277059 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1277668.000000 Penalty: 3013.766357
	Iteration 4F: 3 clusters Score -1277668 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1278265.750000 Penalty: 3013.766357
	Iteration 5F: 3 clusters Score -1278266 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1278752.625000 Penalty: 3013.766357
	Iteration 6F: 3 clusters Score -1278753 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1279035.250000 Penalty: 3013.766357
	Iteration 7Q: 3 clusters Score -1279035 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1279205.875000 Penalty: 3013.766357
	Iteration 8Q: 3 clusters Score -1279206 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1279293.875000 Penalty: 3013.766357
	Iteration 9Q: 3 clusters Score -1279294 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1279351.250000 Penalty: 3013.766357
	Iteration 10Q: 3 clusters Score -1279351 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1279404.000000 Penalty: 3013.766357
	Iteration 11Q: 3 clusters Score -1279404 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1279446.125000 Penalty: 3013.766357
	Iteration 12Q: 3 clusters Score -1279446 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1279474.375000 Penalty: 3013.766357
	Iteration 13Q: 3 clusters Score -1279474 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1279498.500000 Penalty: 3013.766357
	Iteration 14Q: 3 clusters Score -1279498 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1279521.375000 Penalty: 3013.766357
	Iteration 15Q: 3 clusters Score -1279521 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1279538.875000 Penalty: 3013.766357
	Iteration 16Q: 3 clusters Score -1279539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1279570.875000 Penalty: 3013.766357
	Iteration 17Q: 3 clusters Score -1279571 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1279594.625000 Penalty: 3013.766357
	Iteration 18Q: 3 clusters Score -1279595 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1279613.750000 Penalty: 3013.766357
	Iteration 19Q: 3 clusters Score -1279614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1279630.625000 Penalty: 3013.766357
	Iteration 20F: 3 clusters Score -1279631 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1279649.375000 Penalty: 3013.766357
	Iteration 21Q: 3 clusters Score -1279649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1279660.250000 Penalty: 3013.766357
	Iteration 22Q: 3 clusters Score -1279660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1279679.125000 Penalty: 3013.766357
	Iteration 23Q: 3 clusters Score -1279679 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1279689.000000 Penalty: 3013.766357
	Iteration 24Q: 3 clusters Score -1279689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1279702.875000 Penalty: 3013.766357
	Iteration 25Q: 3 clusters Score -1279703 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1279718.750000 Penalty: 3013.766357
	Iteration 26Q: 3 clusters Score -1279719 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1279728.750000 Penalty: 3013.766357
	Iteration 27Q: 3 clusters Score -1279729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1279745.375000 Penalty: 3013.766357
	Iteration 28Q: 3 clusters Score -1279745 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1279764.750000 Penalty: 3013.766357
	Iteration 29Q: 3 clusters Score -1279765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1279781.250000 Penalty: 3013.766357
	Iteration 30Q: 3 clusters Score -1279781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1279800.125000 Penalty: 3013.766357
	Iteration 31Q: 3 clusters Score -1279800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1279820.875000 Penalty: 3013.766357
	Iteration 32Q: 3 clusters Score -1279821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1279843.375000 Penalty: 3013.766357
	Iteration 33Q: 3 clusters Score -1279843 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1279859.125000 Penalty: 3013.766357
	Iteration 34Q: 3 clusters Score -1279859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1279878.250000 Penalty: 3013.766357
	Iteration 35Q: 3 clusters Score -1279878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1279910.750000 Penalty: 3013.766357
	Iteration 36Q: 3 clusters Score -1279911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1279936.375000 Penalty: 3013.766357
	Iteration 37Q: 3 clusters Score -1279936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1279965.375000 Penalty: 3013.766357
	Iteration 38Q: 3 clusters Score -1279965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1279987.250000 Penalty: 3013.766357
	Iteration 39Q: 3 clusters Score -1279987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1280006.625000 Penalty: 3013.766357
	Iteration 40F: 3 clusters Score -1280007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1280021.125000 Penalty: 3013.766357
	Iteration 41Q: 3 clusters Score -1280021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1280033.875000 Penalty: 3013.766357
	Iteration 42Q: 3 clusters Score -1280034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1280051.750000 Penalty: 3013.766357
	Iteration 43Q: 3 clusters Score -1280052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1280062.750000 Penalty: 3013.766357
	Iteration 44Q: 3 clusters Score -1280063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1280067.125000 Penalty: 3013.766357
	Iteration 45Q: 3 clusters Score -1280067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1280070.875000 Penalty: 3013.766357
	Iteration 46Q: 3 clusters Score -1280071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1280075.375000 Penalty: 3013.766357
	Iteration 47Q: 3 clusters Score -1280075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1280076.500000 Penalty: 3013.766357
	Iteration 48Q: 3 clusters Score -1280076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1280082.375000 Penalty: 3013.766357
	Iteration 49Q: 3 clusters Score -1280082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1280084.250000 Penalty: 3013.766357
	Iteration 50Q: 3 clusters Score -1280084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1280082.875000 Penalty: 3013.766357
	Iteration 51Q: 3 clusters Score -1280083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1280084.875000 Penalty: 3013.766357
	Iteration 52Q: 3 clusters Score -1280085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1280084.875000 Penalty: 3013.766357
	Iteration 53F: 3 clusters Score -1280085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -185495.781250 Penalty: 1203.294189
	Iteration 0F: 2 clusters Score -185495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -183639.187500 Penalty: 2406.588379
	Iteration 0F: 3 clusters Score -183639.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -183995.562500 Penalty: 2406.588379
	Iteration 1F: 3 clusters Score -183995.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -184080.218750 Penalty: 2406.588379
	Iteration 2F: 3 clusters Score -184080.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -184115.796875 Penalty: 2406.588379
	Iteration 3Q: 3 clusters Score -184115.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -184136.656250 Penalty: 2406.588379
	Iteration 4Q: 3 clusters Score -184136.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -184151.765625 Penalty: 2406.588379
	Iteration 5Q: 3 clusters Score -184151.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -184165.015625 Penalty: 2406.588379
	Iteration 6Q: 3 clusters Score -184165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -184181.328125 Penalty: 2406.588379
	Iteration 7Q: 3 clusters Score -184181.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -184192.812500 Penalty: 2406.588379
	Iteration 8Q: 3 clusters Score -184192.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -184210.968750 Penalty: 2406.588379
	Iteration 9Q: 3 clusters Score -184211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184225.828125 Penalty: 2406.588379
	Iteration 10Q: 3 clusters Score -184225.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -184230.234375 Penalty: 2406.588379
	Iteration 11Q: 3 clusters Score -184230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184233.453125 Penalty: 2406.588379
	Iteration 12Q: 3 clusters Score -184233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184235.125000 Penalty: 2406.588379
	Iteration 13Q: 3 clusters Score -184235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184237.281250 Penalty: 2406.588379
	Iteration 14Q: 3 clusters Score -184237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184241.046875 Penalty: 2406.588379
	Iteration 15Q: 3 clusters Score -184241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184247.375000 Penalty: 2406.588379
	Iteration 16Q: 3 clusters Score -184247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184252.171875 Penalty: 2406.588379
	Iteration 17Q: 3 clusters Score -184252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184253.218750 Penalty: 2406.588379
	Iteration 18Q: 3 clusters Score -184253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184253.750000 Penalty: 2406.588379
	Iteration 19Q: 3 clusters Score -184253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -184254.578125 Penalty: 2406.588379
	Iteration 20F: 3 clusters Score -184254.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -198545.125000 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -198545.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -196644.015625 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -196644 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -197124.546875 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -197124.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -197291.156250 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -197291.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197403.000000 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -197403 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -197473.468750 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -197473.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -197535.734375 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -197535.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -197585.718750 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -197585.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -197622.953125 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -197623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -197657.625000 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -197657.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -197682.609375 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -197682.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -197693.984375 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -197694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -197698.484375 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -197698.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -197706.531250 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -197706.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -197714.968750 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -197715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -197724.093750 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -197724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -197728.000000 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -197728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -197729.515625 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -197729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -197734.843750 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -197734.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -197740.250000 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -197740.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -197749.140625 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -197749.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -197756.890625 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -197756.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -197764.343750 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -197764.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -197771.718750 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -197771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -197774.531250 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -197774.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -197775.015625 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -197775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -197775.531250 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -197775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -197776.484375 Penalty: 2421.653564
	Iteration 26Q: 3 clusters Score -197776.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -197777.125000 Penalty: 2421.653564
	Iteration 27Q: 3 clusters Score -197777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -197777.125000 Penalty: 2421.653564
	Iteration 28F: 3 clusters Score -197777.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -964878.875000 Penalty: 1459.849609
	Iteration 0F: 2 clusters Score -964878.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -958994.187500 Penalty: 2919.699219
	Iteration 0F: 3 clusters Score -958994.2 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -960770.437500 Penalty: 2919.699219
	Iteration 1F: 3 clusters Score -960770.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -960990.312500 Penalty: 2919.699219
	Iteration 2F: 3 clusters Score -960990.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -961165.687500 Penalty: 2919.699219
	Iteration 3F: 3 clusters Score -961165.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -961341.187500 Penalty: 2919.699219
	Iteration 4Q: 3 clusters Score -961341.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -961540.875000 Penalty: 2919.699219
	Iteration 5Q: 3 clusters Score -961540.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -961800.125000 Penalty: 2919.699219
	Iteration 6Q: 3 clusters Score -961800.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -962130.250000 Penalty: 2919.699219
	Iteration 7Q: 3 clusters Score -962130.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -962456.062500 Penalty: 2919.699219
	Iteration 8F: 3 clusters Score -962456.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -962709.312500 Penalty: 2919.699219
	Iteration 9Q: 3 clusters Score -962709.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -962882.250000 Penalty: 2919.699219
	Iteration 10Q: 3 clusters Score -962882.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -963018.937500 Penalty: 2919.699219
	Iteration 11Q: 3 clusters Score -963018.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -963127.375000 Penalty: 2919.699219
	Iteration 12Q: 3 clusters Score -963127.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -963213.312500 Penalty: 2919.699219
	Iteration 13Q: 3 clusters Score -963213.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -963282.687500 Penalty: 2919.699219
	Iteration 14Q: 3 clusters Score -963282.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -963342.187500 Penalty: 2919.699219
	Iteration 15Q: 3 clusters Score -963342.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -963384.187500 Penalty: 2919.699219
	Iteration 16Q: 3 clusters Score -963384.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -963424.062500 Penalty: 2919.699219
	Iteration 17Q: 3 clusters Score -963424.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -963452.125000 Penalty: 2919.699219
	Iteration 18Q: 3 clusters Score -963452.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -963469.437500 Penalty: 2919.699219
	Iteration 19Q: 3 clusters Score -963469.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -963478.250000 Penalty: 2919.699219
	Iteration 20F: 3 clusters Score -963478.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -963491.875000 Penalty: 2919.699219
	Iteration 21Q: 3 clusters Score -963491.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -963506.375000 Penalty: 2919.699219
	Iteration 22Q: 3 clusters Score -963506.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -963516.312500 Penalty: 2919.699219
	Iteration 23Q: 3 clusters Score -963516.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -963524.937500 Penalty: 2919.699219
	Iteration 24Q: 3 clusters Score -963524.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -963534.375000 Penalty: 2919.699219
	Iteration 25Q: 3 clusters Score -963534.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -963541.875000 Penalty: 2919.699219
	Iteration 26Q: 3 clusters Score -963541.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -963551.125000 Penalty: 2919.699219
	Iteration 27Q: 3 clusters Score -963551.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -963556.375000 Penalty: 2919.699219
	Iteration 28Q: 3 clusters Score -963556.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -963559.750000 Penalty: 2919.699219
	Iteration 29Q: 3 clusters Score -963559.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -963563.375000 Penalty: 2919.699219
	Iteration 30Q: 3 clusters Score -963563.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -963568.750000 Penalty: 2919.699219
	Iteration 31Q: 3 clusters Score -963568.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -963571.062500 Penalty: 2919.699219
	Iteration 32Q: 3 clusters Score -963571.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -963571.687500 Penalty: 2919.699219
	Iteration 33Q: 3 clusters Score -963571.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -963576.000000 Penalty: 2919.699219
	Iteration 34Q: 3 clusters Score -963576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -963575.437500 Penalty: 2919.699219
	Iteration 35Q: 3 clusters Score -963575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -963578.000000 Penalty: 2919.699219
	Iteration 36Q: 3 clusters Score -963578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -963577.312500 Penalty: 2919.699219
	Iteration 37Q: 3 clusters Score -963577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -963577.375000 Penalty: 2919.699219
	Iteration 38Q: 3 clusters Score -963577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -963577.750000 Penalty: 2919.699219
	Iteration 39Q: 3 clusters Score -963577.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -963577.812500 Penalty: 2919.699219
	Iteration 40F: 3 clusters Score -963577.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -963579.375000 Penalty: 2919.699219
	Iteration 41Q: 3 clusters Score -963579.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -963580.937500 Penalty: 2919.699219
	Iteration 42Q: 3 clusters Score -963580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -963582.375000 Penalty: 2919.699219
	Iteration 43Q: 3 clusters Score -963582.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -963584.437500 Penalty: 2919.699219
	Iteration 44Q: 3 clusters Score -963584.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -963588.250000 Penalty: 2919.699219
	Iteration 45Q: 3 clusters Score -963588.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -963590.062500 Penalty: 2919.699219
	Iteration 46Q: 3 clusters Score -963590.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -963591.750000 Penalty: 2919.699219
	Iteration 47Q: 3 clusters Score -963591.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -963595.562500 Penalty: 2919.699219
	Iteration 48Q: 3 clusters Score -963595.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -963598.687500 Penalty: 2919.699219
	Iteration 49Q: 3 clusters Score -963598.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -963602.562500 Penalty: 2919.699219
	Iteration 50Q: 3 clusters Score -963602.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -963610.000000 Penalty: 2919.699219
	Iteration 51Q: 3 clusters Score -963610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -963618.875000 Penalty: 2919.699219
	Iteration 52Q: 3 clusters Score -963618.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -963625.875000 Penalty: 2919.699219
	Iteration 53Q: 3 clusters Score -963625.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -963629.375000 Penalty: 2919.699219
	Iteration 54Q: 3 clusters Score -963629.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -963638.187500 Penalty: 2919.699219
	Iteration 55Q: 3 clusters Score -963638.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -963646.125000 Penalty: 2919.699219
	Iteration 56Q: 3 clusters Score -963646.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -963655.437500 Penalty: 2919.699219
	Iteration 57Q: 3 clusters Score -963655.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -963666.812500 Penalty: 2919.699219
	Iteration 58Q: 3 clusters Score -963666.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -963675.187500 Penalty: 2919.699219
	Iteration 59Q: 3 clusters Score -963675.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -963684.937500 Penalty: 2919.699219
	Iteration 60F: 3 clusters Score -963684.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -963697.375000 Penalty: 2919.699219
	Iteration 61Q: 3 clusters Score -963697.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -963703.687500 Penalty: 2919.699219
	Iteration 62Q: 3 clusters Score -963703.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -963712.937500 Penalty: 2919.699219
	Iteration 63Q: 3 clusters Score -963712.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -963718.625000 Penalty: 2919.699219
	Iteration 64Q: 3 clusters Score -963718.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -963726.625000 Penalty: 2919.699219
	Iteration 65Q: 3 clusters Score -963726.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -963734.750000 Penalty: 2919.699219
	Iteration 66Q: 3 clusters Score -963734.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -963734.750000 Penalty: 2919.699219
	Iteration 67Q: 3 clusters Score -963734.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -963736.687500 Penalty: 2919.699219
	Iteration 68Q: 3 clusters Score -963736.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -963741.625000 Penalty: 2919.699219
	Iteration 69Q: 3 clusters Score -963741.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -963744.562500 Penalty: 2919.699219
	Iteration 70Q: 3 clusters Score -963744.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -963747.250000 Penalty: 2919.699219
	Iteration 71Q: 3 clusters Score -963747.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -963752.500000 Penalty: 2919.699219
	Iteration 72Q: 3 clusters Score -963752.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -963753.750000 Penalty: 2919.699219
	Iteration 73Q: 3 clusters Score -963753.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -963751.812500 Penalty: 2919.699219
	Iteration 74Q: 3 clusters Score -963751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -963755.687500 Penalty: 2919.699219
	Iteration 75Q: 3 clusters Score -963755.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -963756.000000 Penalty: 2919.699219
	Iteration 76Q: 3 clusters Score -963756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -963757.125000 Penalty: 2919.699219
	Iteration 77Q: 3 clusters Score -963757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -963759.437500 Penalty: 2919.699219
	Iteration 78Q: 3 clusters Score -963759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -963759.562500 Penalty: 2919.699219
	Iteration 79Q: 3 clusters Score -963759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -963760.000000 Penalty: 2919.699219
	Iteration 80F: 3 clusters Score -963760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -963758.562500 Penalty: 2919.699219
	Iteration 81Q: 3 clusters Score -963758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -963757.812500 Penalty: 2919.699219
	Iteration 82Q: 3 clusters Score -963757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -963756.375000 Penalty: 2919.699219
	Iteration 83Q: 3 clusters Score -963756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -963756.187500 Penalty: 2919.699219
	Iteration 84Q: 3 clusters Score -963756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -963758.437500 Penalty: 2919.699219
	Iteration 85Q: 3 clusters Score -963758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -963758.500000 Penalty: 2919.699219
	Iteration 86Q: 3 clusters Score -963758.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -963760.812500 Penalty: 2919.699219
	Iteration 87Q: 3 clusters Score -963760.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -963761.875000 Penalty: 2919.699219
	Iteration 88Q: 3 clusters Score -963761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -963761.562500 Penalty: 2919.699219
	Iteration 89Q: 3 clusters Score -963761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -963761.187500 Penalty: 2919.699219
	Iteration 90Q: 3 clusters Score -963761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -963763.937500 Penalty: 2919.699219
	Iteration 91Q: 3 clusters Score -963763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -963763.500000 Penalty: 2919.699219
	Iteration 92Q: 3 clusters Score -963763.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -963764.562500 Penalty: 2919.699219
	Iteration 93Q: 3 clusters Score -963764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -963764.687500 Penalty: 2919.699219
	Iteration 94Q: 3 clusters Score -963764.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -963764.687500 Penalty: 2919.699219
	Iteration 95Q: 3 clusters Score -963764.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -963764.437500 Penalty: 2919.699219
	Iteration 96Q: 3 clusters Score -963764.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -963765.500000 Penalty: 2919.699219
	Iteration 97Q: 3 clusters Score -963765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -963767.312500 Penalty: 2919.699219
	Iteration 98Q: 3 clusters Score -963767.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -963767.687500 Penalty: 2919.699219
	Iteration 99Q: 3 clusters Score -963767.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -963769.312500 Penalty: 2919.699219
	Iteration 100F: 3 clusters Score -963769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -963768.812500 Penalty: 2919.699219
	Iteration 101Q: 3 clusters Score -963768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -963768.687500 Penalty: 2919.699219
	Iteration 102Q: 3 clusters Score -963768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -963768.687500 Penalty: 2919.699219
	Iteration 103F: 3 clusters Score -963768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -145008.593750 Penalty: 1160.966187
	Iteration 0F: 2 clusters Score -145008.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -143400.812500 Penalty: 2321.932373
	Iteration 0F: 3 clusters Score -143400.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -143679.046875 Penalty: 2321.932373
	Iteration 1F: 3 clusters Score -143679 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -143795.359375 Penalty: 2321.932373
	Iteration 2F: 3 clusters Score -143795.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143857.843750 Penalty: 2321.932373
	Iteration 3F: 3 clusters Score -143857.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143913.500000 Penalty: 2321.932373
	Iteration 4Q: 3 clusters Score -143913.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -143952.062500 Penalty: 2321.932373
	Iteration 5Q: 3 clusters Score -143952.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -143986.640625 Penalty: 2321.932373
	Iteration 6Q: 3 clusters Score -143986.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -144016.937500 Penalty: 2321.932373
	Iteration 7Q: 3 clusters Score -144016.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -144039.203125 Penalty: 2321.932373
	Iteration 8Q: 3 clusters Score -144039.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -144081.984375 Penalty: 2321.932373
	Iteration 9Q: 3 clusters Score -144082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -144131.562500 Penalty: 2321.932373
	Iteration 10Q: 3 clusters Score -144131.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -144164.046875 Penalty: 2321.932373
	Iteration 11Q: 3 clusters Score -144164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144186.812500 Penalty: 2321.932373
	Iteration 12Q: 3 clusters Score -144186.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -144213.875000 Penalty: 2321.932373
	Iteration 13Q: 3 clusters Score -144213.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -144247.828125 Penalty: 2321.932373
	Iteration 14Q: 3 clusters Score -144247.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -144273.562500 Penalty: 2321.932373
	Iteration 15Q: 3 clusters Score -144273.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -144299.171875 Penalty: 2321.932373
	Iteration 16Q: 3 clusters Score -144299.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144333.875000 Penalty: 2321.932373
	Iteration 17Q: 3 clusters Score -144333.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -144362.046875 Penalty: 2321.932373
	Iteration 18Q: 3 clusters Score -144362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -144389.703125 Penalty: 2321.932373
	Iteration 19Q: 3 clusters Score -144389.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -144409.531250 Penalty: 2321.932373
	Iteration 20F: 3 clusters Score -144409.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144421.828125 Penalty: 2321.932373
	Iteration 21Q: 3 clusters Score -144421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -144429.796875 Penalty: 2321.932373
	Iteration 22Q: 3 clusters Score -144429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -144433.625000 Penalty: 2321.932373
	Iteration 23Q: 3 clusters Score -144433.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -144438.875000 Penalty: 2321.932373
	Iteration 24Q: 3 clusters Score -144438.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -144442.843750 Penalty: 2321.932373
	Iteration 25Q: 3 clusters Score -144442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144444.281250 Penalty: 2321.932373
	Iteration 26Q: 3 clusters Score -144444.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144444.281250 Penalty: 2321.932373
	Iteration 27F: 3 clusters Score -144444.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -12877.975586 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -12877.98 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 76 members 
Entering Unmasked Estep 
Score: -12218.807617 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -12218.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12266.035156 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -12266.04 nChanged 3
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: -12278.945312 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -12278.95 nChanged 1
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: -12286.673828 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -12286.67 nChanged 0
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: -12286.673828 Penalty: 1645.343384
	Iteration 4F: 3 clusters Score -12286.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -292961.250000 Penalty: 1272.056152
	Iteration 0F: 2 clusters Score -292961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -290583.062500 Penalty: 2544.112305
	Iteration 0F: 3 clusters Score -290583.1 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -291129.843750 Penalty: 2544.112305
	Iteration 1F: 3 clusters Score -291129.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -291251.875000 Penalty: 2544.112305
	Iteration 2F: 3 clusters Score -291251.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -291335.093750 Penalty: 2544.112305
	Iteration 3Q: 3 clusters Score -291335.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -291393.812500 Penalty: 2544.112305
	Iteration 4Q: 3 clusters Score -291393.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -291438.500000 Penalty: 2544.112305
	Iteration 5Q: 3 clusters Score -291438.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -291467.812500 Penalty: 2544.112305
	Iteration 6Q: 3 clusters Score -291467.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -291493.531250 Penalty: 2544.112305
	Iteration 7Q: 3 clusters Score -291493.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -291518.062500 Penalty: 2544.112305
	Iteration 8Q: 3 clusters Score -291518.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -291541.250000 Penalty: 2544.112305
	Iteration 9Q: 3 clusters Score -291541.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -291577.437500 Penalty: 2544.112305
	Iteration 10Q: 3 clusters Score -291577.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -291597.000000 Penalty: 2544.112305
	Iteration 11Q: 3 clusters Score -291597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -291620.000000 Penalty: 2544.112305
	Iteration 12Q: 3 clusters Score -291620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -291647.812500 Penalty: 2544.112305
	Iteration 13Q: 3 clusters Score -291647.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -291683.343750 Penalty: 2544.112305
	Iteration 14Q: 3 clusters Score -291683.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -291717.000000 Penalty: 2544.112305
	Iteration 15Q: 3 clusters Score -291717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -291740.500000 Penalty: 2544.112305
	Iteration 16Q: 3 clusters Score -291740.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -291775.687500 Penalty: 2544.112305
	Iteration 17Q: 3 clusters Score -291775.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -291807.593750 Penalty: 2544.112305
	Iteration 18Q: 3 clusters Score -291807.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -291834.593750 Penalty: 2544.112305
	Iteration 19Q: 3 clusters Score -291834.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -291864.906250 Penalty: 2544.112305
	Iteration 20F: 3 clusters Score -291864.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -291895.093750 Penalty: 2544.112305
	Iteration 21Q: 3 clusters Score -291895.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -291915.718750 Penalty: 2544.112305
	Iteration 22Q: 3 clusters Score -291915.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -291930.375000 Penalty: 2544.112305
	Iteration 23Q: 3 clusters Score -291930.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -291939.937500 Penalty: 2544.112305
	Iteration 24Q: 3 clusters Score -291939.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -291944.343750 Penalty: 2544.112305
	Iteration 25Q: 3 clusters Score -291944.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -291948.937500 Penalty: 2544.112305
	Iteration 26Q: 3 clusters Score -291948.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -291956.750000 Penalty: 2544.112305
	Iteration 27Q: 3 clusters Score -291956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -291961.062500 Penalty: 2544.112305
	Iteration 28Q: 3 clusters Score -291961.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -291964.968750 Penalty: 2544.112305
	Iteration 29Q: 3 clusters Score -291965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -291970.843750 Penalty: 2544.112305
	Iteration 30Q: 3 clusters Score -291970.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -291974.718750 Penalty: 2544.112305
	Iteration 31Q: 3 clusters Score -291974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -291977.937500 Penalty: 2544.112305
	Iteration 32Q: 3 clusters Score -291977.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -291979.687500 Penalty: 2544.112305
	Iteration 33Q: 3 clusters Score -291979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291979.625000 Penalty: 2544.112305
	Iteration 34Q: 3 clusters Score -291979.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291979.625000 Penalty: 2544.112305
	Iteration 35F: 3 clusters Score -291979.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Entering Unmasked Estep 
Score: -6159130.500000 Penalty: 1752.670166
	Iteration 0F: 2 clusters Score -6159130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -6127431.500000 Penalty: 3505.340332
	Iteration 0F: 3 clusters Score -6127432 nChanged 22705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -6140144.500000 Penalty: 3505.340332
	Iteration 1F: 3 clusters Score -6140144 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -6140686.000000 Penalty: 3505.340332
	Iteration 2Q: 3 clusters Score -6140686 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -6141207.500000 Penalty: 3505.340332
	Iteration 3Q: 3 clusters Score -6141208 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -6141938.500000 Penalty: 3505.340332
	Iteration 4Q: 3 clusters Score -6141938 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -6142978.500000 Penalty: 3505.340332
	Iteration 5Q: 3 clusters Score -6142978 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -6144505.000000 Penalty: 3505.340332
	Iteration 6F: 3 clusters Score -6144505 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -6146646.000000 Penalty: 3505.340332
	Iteration 7F: 3 clusters Score -6146646 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -6149260.000000 Penalty: 3505.340332
	Iteration 8F: 3 clusters Score -6149260 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -6151567.500000 Penalty: 3505.340332
	Iteration 9F: 3 clusters Score -6151568 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -6153040.000000 Penalty: 3505.340332
	Iteration 10Q: 3 clusters Score -6153040 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -6153875.000000 Penalty: 3505.340332
	Iteration 11Q: 3 clusters Score -6153875 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -6154473.000000 Penalty: 3505.340332
	Iteration 12Q: 3 clusters Score -6154473 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -6155042.000000 Penalty: 3505.340332
	Iteration 13Q: 3 clusters Score -6155042 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -6155467.500000 Penalty: 3505.340332
	Iteration 14Q: 3 clusters Score -6155468 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -6155862.500000 Penalty: 3505.340332
	Iteration 15Q: 3 clusters Score -6155862 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -6156229.500000 Penalty: 3505.340332
	Iteration 16Q: 3 clusters Score -6156230 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -6156504.000000 Penalty: 3505.340332
	Iteration 17Q: 3 clusters Score -6156504 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -6156759.500000 Penalty: 3505.340332
	Iteration 18Q: 3 clusters Score -6156760 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -6157014.000000 Penalty: 3505.340332
	Iteration 19Q: 3 clusters Score -6157014 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -6157219.000000 Penalty: 3505.340332
	Iteration 20F: 3 clusters Score -6157219 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -6157369.500000 Penalty: 3505.340332
	Iteration 21Q: 3 clusters Score -6157370 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -6157523.000000 Penalty: 3505.340332
	Iteration 22Q: 3 clusters Score -6157523 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -6157633.000000 Penalty: 3505.340332
	Iteration 23Q: 3 clusters Score -6157633 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -6157708.500000 Penalty: 3505.340332
	Iteration 24Q: 3 clusters Score -6157708 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6157764.000000 Penalty: 3505.340332
	Iteration 25Q: 3 clusters Score -6157764 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6157824.000000 Penalty: 3505.340332
	Iteration 26Q: 3 clusters Score -6157824 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6157838.500000 Penalty: 3505.340332
	Iteration 27Q: 3 clusters Score -6157838 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6157842.500000 Penalty: 3505.340332
	Iteration 28Q: 3 clusters Score -6157842 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6157843.500000 Penalty: 3505.340332
	Iteration 29Q: 3 clusters Score -6157844 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6157849.500000 Penalty: 3505.340332
	Iteration 30Q: 3 clusters Score -6157850 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6157870.500000 Penalty: 3505.340332
	Iteration 31Q: 3 clusters Score -6157870 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6157887.000000 Penalty: 3505.340332
	Iteration 32Q: 3 clusters Score -6157887 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6157888.500000 Penalty: 3505.340332
	Iteration 33Q: 3 clusters Score -6157888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6157909.000000 Penalty: 3505.340332
	Iteration 34Q: 3 clusters Score -6157909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6157912.500000 Penalty: 3505.340332
	Iteration 35Q: 3 clusters Score -6157912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6157907.000000 Penalty: 3505.340332
	Iteration 36Q: 3 clusters Score -6157907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6157892.500000 Penalty: 3505.340332
	Iteration 37Q: 3 clusters Score -6157892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6157895.500000 Penalty: 3505.340332
	Iteration 38Q: 3 clusters Score -6157896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6157892.500000 Penalty: 3505.340332
	Iteration 39Q: 3 clusters Score -6157892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6157888.000000 Penalty: 3505.340332
	Iteration 40F: 3 clusters Score -6157888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6157893.000000 Penalty: 3505.340332
	Iteration 41Q: 3 clusters Score -6157893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6157891.000000 Penalty: 3505.340332
	Iteration 42Q: 3 clusters Score -6157891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6157892.000000 Penalty: 3505.340332
	Iteration 43Q: 3 clusters Score -6157892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6157874.500000 Penalty: 3505.340332
	Iteration 44Q: 3 clusters Score -6157874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6157875.000000 Penalty: 3505.340332
	Iteration 45Q: 3 clusters Score -6157875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6157876.000000 Penalty: 3505.340332
	Iteration 46Q: 3 clusters Score -6157876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6157879.000000 Penalty: 3505.340332
	Iteration 47Q: 3 clusters Score -6157879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6157874.500000 Penalty: 3505.340332
	Iteration 48Q: 3 clusters Score -6157874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6157875.500000 Penalty: 3505.340332
	Iteration 49Q: 3 clusters Score -6157876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6157880.000000 Penalty: 3505.340332
	Iteration 50Q: 3 clusters Score -6157880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6157873.500000 Penalty: 3505.340332
	Iteration 51Q: 3 clusters Score -6157874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6157881.500000 Penalty: 3505.340332
	Iteration 52Q: 3 clusters Score -6157882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6157885.000000 Penalty: 3505.340332
	Iteration 53Q: 3 clusters Score -6157885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6157891.000000 Penalty: 3505.340332
	Iteration 54Q: 3 clusters Score -6157891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6157890.500000 Penalty: 3505.340332
	Iteration 55Q: 3 clusters Score -6157890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6157887.500000 Penalty: 3505.340332
	Iteration 56Q: 3 clusters Score -6157888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6157891.500000 Penalty: 3505.340332
	Iteration 57Q: 3 clusters Score -6157892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6157892.500000 Penalty: 3505.340332
	Iteration 58Q: 3 clusters Score -6157892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6157888.500000 Penalty: 3505.340332
	Iteration 59Q: 3 clusters Score -6157888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6157898.500000 Penalty: 3505.340332
	Iteration 60F: 3 clusters Score -6157898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6157893.500000 Penalty: 3505.340332
	Iteration 61Q: 3 clusters Score -6157894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6157891.500000 Penalty: 3505.340332
	Iteration 62Q: 3 clusters Score -6157892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6157892.000000 Penalty: 3505.340332
	Iteration 63Q: 3 clusters Score -6157892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6157892.000000 Penalty: 3505.340332
	Iteration 64F: 3 clusters Score -6157892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -378261.375000 Penalty: 1312.887573
	Iteration 0F: 2 clusters Score -378261.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -375416.218750 Penalty: 2625.775146
	Iteration 0F: 3 clusters Score -375416.2 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -376162.093750 Penalty: 2625.775146
	Iteration 1F: 3 clusters Score -376162.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -376329.062500 Penalty: 2625.775146
	Iteration 2F: 3 clusters Score -376329.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -376450.937500 Penalty: 2625.775146
	Iteration 3F: 3 clusters Score -376450.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -376547.937500 Penalty: 2625.775146
	Iteration 4Q: 3 clusters Score -376547.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -376618.906250 Penalty: 2625.775146
	Iteration 5Q: 3 clusters Score -376618.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -376691.875000 Penalty: 2625.775146
	Iteration 6Q: 3 clusters Score -376691.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -376758.031250 Penalty: 2625.775146
	Iteration 7Q: 3 clusters Score -376758 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -376816.843750 Penalty: 2625.775146
	Iteration 8Q: 3 clusters Score -376816.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -376866.000000 Penalty: 2625.775146
	Iteration 9Q: 3 clusters Score -376866 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -376915.562500 Penalty: 2625.775146
	Iteration 10Q: 3 clusters Score -376915.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -376950.750000 Penalty: 2625.775146
	Iteration 11Q: 3 clusters Score -376950.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -376991.468750 Penalty: 2625.775146
	Iteration 12Q: 3 clusters Score -376991.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -377035.125000 Penalty: 2625.775146
	Iteration 13Q: 3 clusters Score -377035.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -377071.500000 Penalty: 2625.775146
	Iteration 14Q: 3 clusters Score -377071.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -377105.031250 Penalty: 2625.775146
	Iteration 15Q: 3 clusters Score -377105 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -377145.781250 Penalty: 2625.775146
	Iteration 16Q: 3 clusters Score -377145.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -377181.750000 Penalty: 2625.775146
	Iteration 17Q: 3 clusters Score -377181.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -377221.093750 Penalty: 2625.775146
	Iteration 18Q: 3 clusters Score -377221.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -377264.531250 Penalty: 2625.775146
	Iteration 19Q: 3 clusters Score -377264.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -377319.125000 Penalty: 2625.775146
	Iteration 20F: 3 clusters Score -377319.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -377370.437500 Penalty: 2625.775146
	Iteration 21Q: 3 clusters Score -377370.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -377413.687500 Penalty: 2625.775146
	Iteration 22Q: 3 clusters Score -377413.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -377437.343750 Penalty: 2625.775146
	Iteration 23Q: 3 clusters Score -377437.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -377448.718750 Penalty: 2625.775146
	Iteration 24Q: 3 clusters Score -377448.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -377464.031250 Penalty: 2625.775146
	Iteration 25Q: 3 clusters Score -377464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -377475.718750 Penalty: 2625.775146
	Iteration 26Q: 3 clusters Score -377475.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -377483.281250 Penalty: 2625.775146
	Iteration 27Q: 3 clusters Score -377483.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -377490.906250 Penalty: 2625.775146
	Iteration 28Q: 3 clusters Score -377490.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -377497.468750 Penalty: 2625.775146
	Iteration 29Q: 3 clusters Score -377497.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -377501.250000 Penalty: 2625.775146
	Iteration 30Q: 3 clusters Score -377501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -377503.093750 Penalty: 2625.775146
	Iteration 31Q: 3 clusters Score -377503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -377505.500000 Penalty: 2625.775146
	Iteration 32Q: 3 clusters Score -377505.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -377510.656250 Penalty: 2625.775146
	Iteration 33Q: 3 clusters Score -377510.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -377514.437500 Penalty: 2625.775146
	Iteration 34Q: 3 clusters Score -377514.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -377518.968750 Penalty: 2625.775146
	Iteration 35Q: 3 clusters Score -377519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -377522.125000 Penalty: 2625.775146
	Iteration 36Q: 3 clusters Score -377522.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -377527.187500 Penalty: 2625.775146
	Iteration 37Q: 3 clusters Score -377527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -377529.968750 Penalty: 2625.775146
	Iteration 38Q: 3 clusters Score -377530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -377530.343750 Penalty: 2625.775146
	Iteration 39Q: 3 clusters Score -377530.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -377530.343750 Penalty: 2625.775146
	Iteration 40F: 3 clusters Score -377530.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Entering Unmasked Estep 
Score: -244916.953125 Penalty: 1243.770020
	Iteration 0F: 2 clusters Score -244917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -242812.156250 Penalty: 2487.540039
	Iteration 0F: 3 clusters Score -242812.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -243371.171875 Penalty: 2487.540039
	Iteration 1F: 3 clusters Score -243371.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -243527.953125 Penalty: 2487.540039
	Iteration 2F: 3 clusters Score -243528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -243645.546875 Penalty: 2487.540039
	Iteration 3F: 3 clusters Score -243645.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -243745.203125 Penalty: 2487.540039
	Iteration 4Q: 3 clusters Score -243745.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -243844.046875 Penalty: 2487.540039
	Iteration 5Q: 3 clusters Score -243844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243944.281250 Penalty: 2487.540039
	Iteration 6Q: 3 clusters Score -243944.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -244026.078125 Penalty: 2487.540039
	Iteration 7Q: 3 clusters Score -244026.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -244123.093750 Penalty: 2487.540039
	Iteration 8Q: 3 clusters Score -244123.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -244209.359375 Penalty: 2487.540039
	Iteration 9Q: 3 clusters Score -244209.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -244255.421875 Penalty: 2487.540039
	Iteration 10Q: 3 clusters Score -244255.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -244285.312500 Penalty: 2487.540039
	Iteration 11Q: 3 clusters Score -244285.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -244311.765625 Penalty: 2487.540039
	Iteration 12Q: 3 clusters Score -244311.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -244322.890625 Penalty: 2487.540039
	Iteration 13Q: 3 clusters Score -244322.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -244329.859375 Penalty: 2487.540039
	Iteration 14Q: 3 clusters Score -244329.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -244332.375000 Penalty: 2487.540039
	Iteration 15Q: 3 clusters Score -244332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -244334.187500 Penalty: 2487.540039
	Iteration 16Q: 3 clusters Score -244334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -244334.875000 Penalty: 2487.540039
	Iteration 17Q: 3 clusters Score -244334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -244336.171875 Penalty: 2487.540039
	Iteration 18Q: 3 clusters Score -244336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -244339.468750 Penalty: 2487.540039
	Iteration 19Q: 3 clusters Score -244339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -244342.468750 Penalty: 2487.540039
	Iteration 20F: 3 clusters Score -244342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -244344.265625 Penalty: 2487.540039
	Iteration 21Q: 3 clusters Score -244344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -244345.140625 Penalty: 2487.540039
	Iteration 22Q: 3 clusters Score -244345.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -244345.140625 Penalty: 2487.540039
	Iteration 23F: 3 clusters Score -244345.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -3988.741211 Penalty: 718.061584
	Iteration 0F: 2 clusters Score -3988.741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3515.144531 Penalty: 1436.123169
	Iteration 0F: 3 clusters Score -3515.145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3540.288330 Penalty: 1436.123169
	Iteration 1Q: 3 clusters Score -3540.288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3548.380127 Penalty: 1436.123169
	Iteration 2Q: 3 clusters Score -3548.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3548.380127 Penalty: 1436.123169
	Iteration 3F: 3 clusters Score -3548.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Entering Unmasked Estep 
Score: -1343608.250000 Penalty: 1514.442017
	Iteration 0F: 2 clusters Score -1343608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1335601.625000 Penalty: 3028.884033
	Iteration 0F: 3 clusters Score -1335602 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1338128.375000 Penalty: 3028.884033
	Iteration 1F: 3 clusters Score -1338128 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1338345.250000 Penalty: 3028.884033
	Iteration 2F: 3 clusters Score -1338345 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1338523.625000 Penalty: 3028.884033
	Iteration 3Q: 3 clusters Score -1338524 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1338704.250000 Penalty: 3028.884033
	Iteration 4Q: 3 clusters Score -1338704 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1338911.000000 Penalty: 3028.884033
	Iteration 5Q: 3 clusters Score -1338911 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1339176.750000 Penalty: 3028.884033
	Iteration 6Q: 3 clusters Score -1339177 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1339525.125000 Penalty: 3028.884033
	Iteration 7F: 3 clusters Score -1339525 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1339969.750000 Penalty: 3028.884033
	Iteration 8F: 3 clusters Score -1339970 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1340461.125000 Penalty: 3028.884033
	Iteration 9F: 3 clusters Score -1340461 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1340946.875000 Penalty: 3028.884033
	Iteration 10F: 3 clusters Score -1340947 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1341394.125000 Penalty: 3028.884033
	Iteration 11Q: 3 clusters Score -1341394 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1341764.375000 Penalty: 3028.884033
	Iteration 12Q: 3 clusters Score -1341764 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1342012.625000 Penalty: 3028.884033
	Iteration 13Q: 3 clusters Score -1342013 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1342178.875000 Penalty: 3028.884033
	Iteration 14Q: 3 clusters Score -1342179 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1342264.000000 Penalty: 3028.884033
	Iteration 15Q: 3 clusters Score -1342264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1342316.000000 Penalty: 3028.884033
	Iteration 16Q: 3 clusters Score -1342316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1342342.000000 Penalty: 3028.884033
	Iteration 17Q: 3 clusters Score -1342342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1342363.500000 Penalty: 3028.884033
	Iteration 18Q: 3 clusters Score -1342364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1342367.750000 Penalty: 3028.884033
	Iteration 19Q: 3 clusters Score -1342368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1342369.875000 Penalty: 3028.884033
	Iteration 20F: 3 clusters Score -1342370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1342374.125000 Penalty: 3028.884033
	Iteration 21Q: 3 clusters Score -1342374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1342380.875000 Penalty: 3028.884033
	Iteration 22Q: 3 clusters Score -1342381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1342383.500000 Penalty: 3028.884033
	Iteration 23Q: 3 clusters Score -1342384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1342384.500000 Penalty: 3028.884033
	Iteration 24Q: 3 clusters Score -1342384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1342386.375000 Penalty: 3028.884033
	Iteration 25Q: 3 clusters Score -1342386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1342387.875000 Penalty: 3028.884033
	Iteration 26Q: 3 clusters Score -1342388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1342387.000000 Penalty: 3028.884033
	Iteration 27Q: 3 clusters Score -1342387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1342387.000000 Penalty: 3028.884033
	Iteration 28F: 3 clusters Score -1342387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -22373.046875 Penalty: 880.836975
	Iteration 0F: 2 clusters Score -22373.05 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 117 members 
Entering Unmasked Estep 
Score: -21602.376953 Penalty: 1761.673950
	Iteration 0F: 3 clusters Score -21602.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21699.689453 Penalty: 1761.673950
	Iteration 1F: 3 clusters Score -21699.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21719.945312 Penalty: 1761.673950
	Iteration 2Q: 3 clusters Score -21719.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21725.175781 Penalty: 1761.673950
	Iteration 3Q: 3 clusters Score -21725.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21728.757812 Penalty: 1761.673950
	Iteration 4Q: 3 clusters Score -21728.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21731.296875 Penalty: 1761.673950
	Iteration 5Q: 3 clusters Score -21731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21737.029297 Penalty: 1761.673950
	Iteration 6Q: 3 clusters Score -21737.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21737.029297 Penalty: 1761.673950
	Iteration 7F: 3 clusters Score -21737.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -33055.269531 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -33055.27 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 179 members 
Entering Unmasked Estep 
Score: -32177.722656 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -32177.72 nChanged 86
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: -32402.113281 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -32402.11 nChanged 33
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: -32507.396484 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -32507.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32575.957031 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -32575.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32594.335938 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -32594.34 nChanged 3
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: -32598.884766 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -32598.88 nChanged 0
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: -32598.884766 Penalty: 1911.173340
	Iteration 6F: 3 clusters Score -32598.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (95309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Entering Unmasked Estep 
Score: -11925824.000000 Penalty: 1863.042969
	Iteration 0F: 2 clusters Score -1.192582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -11865294.000000 Penalty: 3726.085938
	Iteration 0F: 3 clusters Score -1.186529e+07 nChanged 45723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -11891852.000000 Penalty: 3726.085938
	Iteration 1F: 3 clusters Score -1.189185e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -11892553.000000 Penalty: 3726.085938
	Iteration 2Q: 3 clusters Score -1.189255e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -11893271.000000 Penalty: 3726.085938
	Iteration 3Q: 3 clusters Score -1.189327e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -11894430.000000 Penalty: 3726.085938
	Iteration 4Q: 3 clusters Score -1.189443e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -11896053.000000 Penalty: 3726.085938
	Iteration 5Q: 3 clusters Score -1.189605e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -11898562.000000 Penalty: 3726.085938
	Iteration 6F: 3 clusters Score -1.189856e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -11902133.000000 Penalty: 3726.085938
	Iteration 7F: 3 clusters Score -1.190213e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -11906667.000000 Penalty: 3726.085938
	Iteration 8F: 3 clusters Score -1.190667e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -11910711.000000 Penalty: 3726.085938
	Iteration 9F: 3 clusters Score -1.191071e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -11912688.000000 Penalty: 3726.085938
	Iteration 10F: 3 clusters Score -1.191269e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -11913408.000000 Penalty: 3726.085938
	Iteration 11Q: 3 clusters Score -1.191341e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -11913877.000000 Penalty: 3726.085938
	Iteration 12Q: 3 clusters Score -1.191388e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -11914324.000000 Penalty: 3726.085938
	Iteration 13Q: 3 clusters Score -1.191432e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -11914598.000000 Penalty: 3726.085938
	Iteration 14Q: 3 clusters Score -1.19146e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -11914868.000000 Penalty: 3726.085938
	Iteration 15Q: 3 clusters Score -1.191487e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -11915177.000000 Penalty: 3726.085938
	Iteration 16Q: 3 clusters Score -1.191518e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -11915390.000000 Penalty: 3726.085938
	Iteration 17Q: 3 clusters Score -1.191539e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -11915646.000000 Penalty: 3726.085938
	Iteration 18Q: 3 clusters Score -1.191565e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -11915827.000000 Penalty: 3726.085938
	Iteration 19Q: 3 clusters Score -1.191583e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -11915948.000000 Penalty: 3726.085938
	Iteration 20F: 3 clusters Score -1.191595e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -11916048.000000 Penalty: 3726.085938
	Iteration 21Q: 3 clusters Score -1.191605e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -11916208.000000 Penalty: 3726.085938
	Iteration 22Q: 3 clusters Score -1.191621e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -11916280.000000 Penalty: 3726.085938
	Iteration 23Q: 3 clusters Score -1.191628e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -11916259.000000 Penalty: 3726.085938
	Iteration 24Q: 3 clusters Score -1.191626e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -11916265.000000 Penalty: 3726.085938
	Iteration 25Q: 3 clusters Score -1.191626e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -11916197.000000 Penalty: 3726.085938
	Iteration 26Q: 3 clusters Score -1.19162e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -11916184.000000 Penalty: 3726.085938
	Iteration 27Q: 3 clusters Score -1.191618e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -11916107.000000 Penalty: 3726.085938
	Iteration 28Q: 3 clusters Score -1.191611e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -11916076.000000 Penalty: 3726.085938
	Iteration 29Q: 3 clusters Score -1.191608e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -11915988.000000 Penalty: 3726.085938
	Iteration 30Q: 3 clusters Score -1.191599e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -11915930.000000 Penalty: 3726.085938
	Iteration 31Q: 3 clusters Score -1.191593e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -11915876.000000 Penalty: 3726.085938
	Iteration 32Q: 3 clusters Score -1.191588e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -11915812.000000 Penalty: 3726.085938
	Iteration 33Q: 3 clusters Score -1.191581e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -11915818.000000 Penalty: 3726.085938
	Iteration 34Q: 3 clusters Score -1.191582e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -11915854.000000 Penalty: 3726.085938
	Iteration 35Q: 3 clusters Score -1.191585e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -11915893.000000 Penalty: 3726.085938
	Iteration 36Q: 3 clusters Score -1.191589e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -11916081.000000 Penalty: 3726.085938
	Iteration 37Q: 3 clusters Score -1.191608e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -11916304.000000 Penalty: 3726.085938
	Iteration 38Q: 3 clusters Score -1.19163e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 73867 members 
Entering Unmasked Estep 
Score: -11916524.000000 Penalty: 3726.085938
	Iteration 39Q: 3 clusters Score -1.191652e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -11916916.000000 Penalty: 3726.085938
	Iteration 40F: 3 clusters Score -1.191692e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
Score: -11917232.000000 Penalty: 3726.085938
	Iteration 41Q: 3 clusters Score -1.191723e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -11917595.000000 Penalty: 3726.085938
	Iteration 42Q: 3 clusters Score -1.19176e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -11917960.000000 Penalty: 3726.085938
	Iteration 43Q: 3 clusters Score -1.191796e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -11918561.000000 Penalty: 3726.085938
	Iteration 44Q: 3 clusters Score -1.191856e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -11919749.000000 Penalty: 3726.085938
	Iteration 45Q: 3 clusters Score -1.191975e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -11920789.000000 Penalty: 3726.085938
	Iteration 46Q: 3 clusters Score -1.192079e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -11921743.000000 Penalty: 3726.085938
	Iteration 47Q: 3 clusters Score -1.192174e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -11922646.000000 Penalty: 3726.085938
	Iteration 48Q: 3 clusters Score -1.192265e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -11923361.000000 Penalty: 3726.085938
	Iteration 49Q: 3 clusters Score -1.192336e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -11923907.000000 Penalty: 3726.085938
	Iteration 50Q: 3 clusters Score -1.192391e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -11924218.000000 Penalty: 3726.085938
	Iteration 51Q: 3 clusters Score -1.192422e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -11924387.000000 Penalty: 3726.085938
	Iteration 52Q: 3 clusters Score -1.192439e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -11924455.000000 Penalty: 3726.085938
	Iteration 53Q: 3 clusters Score -1.192446e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -11924542.000000 Penalty: 3726.085938
	Iteration 54Q: 3 clusters Score -1.192454e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -11924542.000000 Penalty: 3726.085938
	Iteration 55Q: 3 clusters Score -1.192454e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 94246 members 
Entering Unmasked Estep 
Score: -11924454.000000 Penalty: 3726.085938
	Iteration 56Q: 3 clusters Score -1.192445e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -11924441.000000 Penalty: 3726.085938
	Iteration 57Q: 3 clusters Score -1.192444e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -11924475.000000 Penalty: 3726.085938
	Iteration 58Q: 3 clusters Score -1.192448e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -11924539.000000 Penalty: 3726.085938
	Iteration 59Q: 3 clusters Score -1.192454e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -11924533.000000 Penalty: 3726.085938
	Iteration 60F: 3 clusters Score -1.192453e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -11924527.000000 Penalty: 3726.085938
	Iteration 61Q: 3 clusters Score -1.192453e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -11924538.000000 Penalty: 3726.085938
	Iteration 62Q: 3 clusters Score -1.192454e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -11924527.000000 Penalty: 3726.085938
	Iteration 63Q: 3 clusters Score -1.192453e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 94839 members 
Entering Unmasked Estep 
Score: -11924548.000000 Penalty: 3726.085938
	Iteration 64Q: 3 clusters Score -1.192455e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
Score: -11924533.000000 Penalty: 3726.085938
	Iteration 65Q: 3 clusters Score -1.192453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -11924525.000000 Penalty: 3726.085938
	Iteration 66Q: 3 clusters Score -1.192452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -11924530.000000 Penalty: 3726.085938
	Iteration 67Q: 3 clusters Score -1.192453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 94898 members 
Entering Unmasked Estep 
Score: -11924518.000000 Penalty: 3726.085938
	Iteration 68Q: 3 clusters Score -1.192452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -11924521.000000 Penalty: 3726.085938
	Iteration 69Q: 3 clusters Score -1.192452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -11924519.000000 Penalty: 3726.085938
	Iteration 70Q: 3 clusters Score -1.192452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -11924517.000000 Penalty: 3726.085938
	Iteration 71Q: 3 clusters Score -1.192452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -11924513.000000 Penalty: 3726.085938
	Iteration 72Q: 3 clusters Score -1.192451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -11924513.000000 Penalty: 3726.085938
	Iteration 73F: 3 clusters Score -1.192451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (89982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Entering Unmasked Estep 
Score: -11090606.000000 Penalty: 1853.696777
	Iteration 0F: 2 clusters Score -1.109061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -11030934.000000 Penalty: 3707.393555
	Iteration 0F: 3 clusters Score -1.103093e+07 nChanged 43012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -11056100.000000 Penalty: 3707.393555
	Iteration 1F: 3 clusters Score -1.10561e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -11056989.000000 Penalty: 3707.393555
	Iteration 2Q: 3 clusters Score -1.105699e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -11058101.000000 Penalty: 3707.393555
	Iteration 3Q: 3 clusters Score -1.10581e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -11059922.000000 Penalty: 3707.393555
	Iteration 4Q: 3 clusters Score -1.105992e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -11062735.000000 Penalty: 3707.393555
	Iteration 5F: 3 clusters Score -1.106274e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -11066787.000000 Penalty: 3707.393555
	Iteration 6F: 3 clusters Score -1.106679e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -11072100.000000 Penalty: 3707.393555
	Iteration 7F: 3 clusters Score -1.10721e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -11076621.000000 Penalty: 3707.393555
	Iteration 8F: 3 clusters Score -1.107662e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -11079115.000000 Penalty: 3707.393555
	Iteration 9Q: 3 clusters Score -1.107912e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -11080351.000000 Penalty: 3707.393555
	Iteration 10Q: 3 clusters Score -1.108035e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -11081300.000000 Penalty: 3707.393555
	Iteration 11Q: 3 clusters Score -1.10813e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -11082099.000000 Penalty: 3707.393555
	Iteration 12Q: 3 clusters Score -1.10821e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -11082852.000000 Penalty: 3707.393555
	Iteration 13Q: 3 clusters Score -1.108285e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -11083571.000000 Penalty: 3707.393555
	Iteration 14Q: 3 clusters Score -1.108357e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -11084084.000000 Penalty: 3707.393555
	Iteration 15Q: 3 clusters Score -1.108408e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -11084461.000000 Penalty: 3707.393555
	Iteration 16Q: 3 clusters Score -1.108446e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -11084721.000000 Penalty: 3707.393555
	Iteration 17Q: 3 clusters Score -1.108472e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -11084949.000000 Penalty: 3707.393555
	Iteration 18Q: 3 clusters Score -1.108495e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -11085180.000000 Penalty: 3707.393555
	Iteration 19Q: 3 clusters Score -1.108518e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -11085319.000000 Penalty: 3707.393555
	Iteration 20F: 3 clusters Score -1.108532e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -11085395.000000 Penalty: 3707.393555
	Iteration 21Q: 3 clusters Score -1.10854e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -11085529.000000 Penalty: 3707.393555
	Iteration 22Q: 3 clusters Score -1.108553e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -11085647.000000 Penalty: 3707.393555
	Iteration 23Q: 3 clusters Score -1.108565e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 66898 members 
Entering Unmasked Estep 
Score: -11085679.000000 Penalty: 3707.393555
	Iteration 24Q: 3 clusters Score -1.108568e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -11085776.000000 Penalty: 3707.393555
	Iteration 25Q: 3 clusters Score -1.108578e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -11085878.000000 Penalty: 3707.393555
	Iteration 26Q: 3 clusters Score -1.108588e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -11085972.000000 Penalty: 3707.393555
	Iteration 27Q: 3 clusters Score -1.108597e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -11086094.000000 Penalty: 3707.393555
	Iteration 28Q: 3 clusters Score -1.108609e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -11086176.000000 Penalty: 3707.393555
	Iteration 29Q: 3 clusters Score -1.108618e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -11086282.000000 Penalty: 3707.393555
	Iteration 30Q: 3 clusters Score -1.108628e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -11086317.000000 Penalty: 3707.393555
	Iteration 31Q: 3 clusters Score -1.108632e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -11086393.000000 Penalty: 3707.393555
	Iteration 32Q: 3 clusters Score -1.108639e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -11086457.000000 Penalty: 3707.393555
	Iteration 33Q: 3 clusters Score -1.108646e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -11086547.000000 Penalty: 3707.393555
	Iteration 34Q: 3 clusters Score -1.108655e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -11086576.000000 Penalty: 3707.393555
	Iteration 35Q: 3 clusters Score -1.108658e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -11086652.000000 Penalty: 3707.393555
	Iteration 36Q: 3 clusters Score -1.108665e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 73844 members 
Entering Unmasked Estep 
Score: -11086709.000000 Penalty: 3707.393555
	Iteration 37Q: 3 clusters Score -1.108671e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -11086779.000000 Penalty: 3707.393555
	Iteration 38Q: 3 clusters Score -1.108678e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -11086820.000000 Penalty: 3707.393555
	Iteration 39Q: 3 clusters Score -1.108682e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -11086886.000000 Penalty: 3707.393555
	Iteration 40F: 3 clusters Score -1.108689e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -11086946.000000 Penalty: 3707.393555
	Iteration 41Q: 3 clusters Score -1.108695e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -11086960.000000 Penalty: 3707.393555
	Iteration 42Q: 3 clusters Score -1.108696e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -11087003.000000 Penalty: 3707.393555
	Iteration 43Q: 3 clusters Score -1.1087e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -11087079.000000 Penalty: 3707.393555
	Iteration 44Q: 3 clusters Score -1.108708e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 76979 members 
Entering Unmasked Estep 
Score: -11087092.000000 Penalty: 3707.393555
	Iteration 45Q: 3 clusters Score -1.108709e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -11087149.000000 Penalty: 3707.393555
	Iteration 46Q: 3 clusters Score -1.108715e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -11087169.000000 Penalty: 3707.393555
	Iteration 47Q: 3 clusters Score -1.108717e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -11087208.000000 Penalty: 3707.393555
	Iteration 48Q: 3 clusters Score -1.108721e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -11087297.000000 Penalty: 3707.393555
	Iteration 49Q: 3 clusters Score -1.10873e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -11087324.000000 Penalty: 3707.393555
	Iteration 50Q: 3 clusters Score -1.108732e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -11087381.000000 Penalty: 3707.393555
	Iteration 51Q: 3 clusters Score -1.108738e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -11087416.000000 Penalty: 3707.393555
	Iteration 52Q: 3 clusters Score -1.108742e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -11087499.000000 Penalty: 3707.393555
	Iteration 53Q: 3 clusters Score -1.10875e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -11087554.000000 Penalty: 3707.393555
	Iteration 54Q: 3 clusters Score -1.108755e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -11087579.000000 Penalty: 3707.393555
	Iteration 55Q: 3 clusters Score -1.108758e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -11087618.000000 Penalty: 3707.393555
	Iteration 56Q: 3 clusters Score -1.108762e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
Score: -11087703.000000 Penalty: 3707.393555
	Iteration 57Q: 3 clusters Score -1.10877e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -11087781.000000 Penalty: 3707.393555
	Iteration 58Q: 3 clusters Score -1.108778e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -11087871.000000 Penalty: 3707.393555
	Iteration 59Q: 3 clusters Score -1.108787e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -11088005.000000 Penalty: 3707.393555
	Iteration 60F: 3 clusters Score -1.1088e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -11088136.000000 Penalty: 3707.393555
	Iteration 61Q: 3 clusters Score -1.108814e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -11088258.000000 Penalty: 3707.393555
	Iteration 62Q: 3 clusters Score -1.108826e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -11088365.000000 Penalty: 3707.393555
	Iteration 63Q: 3 clusters Score -1.108836e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -11088463.000000 Penalty: 3707.393555
	Iteration 64Q: 3 clusters Score -1.108846e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 84847 members 
Entering Unmasked Estep 
Score: -11088506.000000 Penalty: 3707.393555
	Iteration 65Q: 3 clusters Score -1.108851e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -11088603.000000 Penalty: 3707.393555
	Iteration 66Q: 3 clusters Score -1.10886e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -11088621.000000 Penalty: 3707.393555
	Iteration 67Q: 3 clusters Score -1.108862e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -11088711.000000 Penalty: 3707.393555
	Iteration 68Q: 3 clusters Score -1.108871e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -11088734.000000 Penalty: 3707.393555
	Iteration 69Q: 3 clusters Score -1.108873e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -11088836.000000 Penalty: 3707.393555
	Iteration 70Q: 3 clusters Score -1.108884e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 86890 members 
Entering Unmasked Estep 
Score: -11088924.000000 Penalty: 3707.393555
	Iteration 71Q: 3 clusters Score -1.108892e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 87153 members 
Entering Unmasked Estep 
Score: -11088989.000000 Penalty: 3707.393555
	Iteration 72Q: 3 clusters Score -1.108899e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -11089039.000000 Penalty: 3707.393555
	Iteration 73Q: 3 clusters Score -1.108904e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -11089087.000000 Penalty: 3707.393555
	Iteration 74Q: 3 clusters Score -1.108909e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -11089109.000000 Penalty: 3707.393555
	Iteration 75Q: 3 clusters Score -1.108911e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 87970 members 
Entering Unmasked Estep 
Score: -11089121.000000 Penalty: 3707.393555
	Iteration 76Q: 3 clusters Score -1.108912e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -11089154.000000 Penalty: 3707.393555
	Iteration 77Q: 3 clusters Score -1.108915e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -11089208.000000 Penalty: 3707.393555
	Iteration 78Q: 3 clusters Score -1.108921e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -11089239.000000 Penalty: 3707.393555
	Iteration 79Q: 3 clusters Score -1.108924e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -11089239.000000 Penalty: 3707.393555
	Iteration 80F: 3 clusters Score -1.108924e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -11089255.000000 Penalty: 3707.393555
	Iteration 81Q: 3 clusters Score -1.108926e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -11089248.000000 Penalty: 3707.393555
	Iteration 82Q: 3 clusters Score -1.108925e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 88678 members 
Entering Unmasked Estep 
Score: -11089218.000000 Penalty: 3707.393555
	Iteration 83Q: 3 clusters Score -1.108922e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -11089220.000000 Penalty: 3707.393555
	Iteration 84Q: 3 clusters Score -1.108922e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -11089232.000000 Penalty: 3707.393555
	Iteration 85Q: 3 clusters Score -1.108923e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -11089199.000000 Penalty: 3707.393555
	Iteration 86Q: 3 clusters Score -1.10892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -11089210.000000 Penalty: 3707.393555
	Iteration 87Q: 3 clusters Score -1.108921e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -11089234.000000 Penalty: 3707.393555
	Iteration 88Q: 3 clusters Score -1.108923e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -11089228.000000 Penalty: 3707.393555
	Iteration 89Q: 3 clusters Score -1.108923e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -11089248.000000 Penalty: 3707.393555
	Iteration 90Q: 3 clusters Score -1.108925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -11089250.000000 Penalty: 3707.393555
	Iteration 91Q: 3 clusters Score -1.108925e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -11089251.000000 Penalty: 3707.393555
	Iteration 92Q: 3 clusters Score -1.108925e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -11089245.000000 Penalty: 3707.393555
	Iteration 93Q: 3 clusters Score -1.108924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -11089246.000000 Penalty: 3707.393555
	Iteration 94Q: 3 clusters Score -1.108925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 89079 members 
Entering Unmasked Estep 
Score: -11089244.000000 Penalty: 3707.393555
	Iteration 95Q: 3 clusters Score -1.108924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -11089245.000000 Penalty: 3707.393555
	Iteration 96Q: 3 clusters Score -1.108924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -11089238.000000 Penalty: 3707.393555
	Iteration 97Q: 3 clusters Score -1.108924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -11089236.000000 Penalty: 3707.393555
	Iteration 98Q: 3 clusters Score -1.108924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 89161 members 
Entering Unmasked Estep 
Score: -11089238.000000 Penalty: 3707.393555
	Iteration 99Q: 3 clusters Score -1.108924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -11089247.000000 Penalty: 3707.393555
	Iteration 100F: 3 clusters Score -1.108925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 89197 members 
Entering Unmasked Estep 
Score: -11089255.000000 Penalty: 3707.393555
	Iteration 101Q: 3 clusters Score -1.108926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -11089260.000000 Penalty: 3707.393555
	Iteration 102Q: 3 clusters Score -1.108926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -11089262.000000 Penalty: 3707.393555
	Iteration 103Q: 3 clusters Score -1.108926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -11089275.000000 Penalty: 3707.393555
	Iteration 104Q: 3 clusters Score -1.108928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 89239 members 
Entering Unmasked Estep 
Score: -11089270.000000 Penalty: 3707.393555
	Iteration 105Q: 3 clusters Score -1.108927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -11089273.000000 Penalty: 3707.393555
	Iteration 106Q: 3 clusters Score -1.108927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -11089279.000000 Penalty: 3707.393555
	Iteration 107Q: 3 clusters Score -1.108928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -11089262.000000 Penalty: 3707.393555
	Iteration 108Q: 3 clusters Score -1.108926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -11089258.000000 Penalty: 3707.393555
	Iteration 109Q: 3 clusters Score -1.108926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -11089273.000000 Penalty: 3707.393555
	Iteration 110Q: 3 clusters Score -1.108927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -11089268.000000 Penalty: 3707.393555
	Iteration 111Q: 3 clusters Score -1.108927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -11089273.000000 Penalty: 3707.393555
	Iteration 112Q: 3 clusters Score -1.108927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 89282 members 
Entering Unmasked Estep 
Score: -11089284.000000 Penalty: 3707.393555
	Iteration 113Q: 3 clusters Score -1.108928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -11089299.000000 Penalty: 3707.393555
	Iteration 114Q: 3 clusters Score -1.10893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 89285 members 
Entering Unmasked Estep 
Score: -11089293.000000 Penalty: 3707.393555
	Iteration 115Q: 3 clusters Score -1.108929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -11089305.000000 Penalty: 3707.393555
	Iteration 116Q: 3 clusters Score -1.10893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -11089293.000000 Penalty: 3707.393555
	Iteration 117Q: 3 clusters Score -1.108929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -11089299.000000 Penalty: 3707.393555
	Iteration 118Q: 3 clusters Score -1.10893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 89291 members 
Entering Unmasked Estep 
Score: -11089292.000000 Penalty: 3707.393555
	Iteration 119Q: 3 clusters Score -1.108929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -11089291.000000 Penalty: 3707.393555
	Iteration 120F: 3 clusters Score -1.108929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -11089287.000000 Penalty: 3707.393555
	Iteration 121Q: 3 clusters Score -1.108929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -11089288.000000 Penalty: 3707.393555
	Iteration 122Q: 3 clusters Score -1.108929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -11089277.000000 Penalty: 3707.393555
	Iteration 123Q: 3 clusters Score -1.108928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 89300 members 
Entering Unmasked Estep 
Score: -11089289.000000 Penalty: 3707.393555
	Iteration 124Q: 3 clusters Score -1.108929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 89303 members 
Entering Unmasked Estep 
Score: -11089280.000000 Penalty: 3707.393555
	Iteration 125Q: 3 clusters Score -1.108928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 89303 members 
Entering Unmasked Estep 
Score: -11089282.000000 Penalty: 3707.393555
	Iteration 126Q: 3 clusters Score -1.108928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -11089281.000000 Penalty: 3707.393555
	Iteration 127Q: 3 clusters Score -1.108928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -11089281.000000 Penalty: 3707.393555
	Iteration 128F: 3 clusters Score -1.108928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -166315.921875 Penalty: 1186.874512
	Iteration 0F: 2 clusters Score -166315.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -164596.156250 Penalty: 2373.749023
	Iteration 0F: 3 clusters Score -164596.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -165050.500000 Penalty: 2373.749023
	Iteration 1F: 3 clusters Score -165050.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -165175.078125 Penalty: 2373.749023
	Iteration 2F: 3 clusters Score -165175.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -165238.250000 Penalty: 2373.749023
	Iteration 3Q: 3 clusters Score -165238.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -165275.984375 Penalty: 2373.749023
	Iteration 4Q: 3 clusters Score -165276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -165293.421875 Penalty: 2373.749023
	Iteration 5Q: 3 clusters Score -165293.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -165306.015625 Penalty: 2373.749023
	Iteration 6Q: 3 clusters Score -165306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -165319.406250 Penalty: 2373.749023
	Iteration 7Q: 3 clusters Score -165319.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165333.921875 Penalty: 2373.749023
	Iteration 8Q: 3 clusters Score -165333.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -165364.750000 Penalty: 2373.749023
	Iteration 9Q: 3 clusters Score -165364.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165403.000000 Penalty: 2373.749023
	Iteration 10Q: 3 clusters Score -165403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -165442.671875 Penalty: 2373.749023
	Iteration 11Q: 3 clusters Score -165442.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165485.515625 Penalty: 2373.749023
	Iteration 12Q: 3 clusters Score -165485.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -165504.593750 Penalty: 2373.749023
	Iteration 13Q: 3 clusters Score -165504.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -165522.203125 Penalty: 2373.749023
	Iteration 14Q: 3 clusters Score -165522.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165527.421875 Penalty: 2373.749023
	Iteration 15Q: 3 clusters Score -165527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -165532.890625 Penalty: 2373.749023
	Iteration 16Q: 3 clusters Score -165532.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -165538.859375 Penalty: 2373.749023
	Iteration 17Q: 3 clusters Score -165538.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -165545.843750 Penalty: 2373.749023
	Iteration 18Q: 3 clusters Score -165545.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -165553.250000 Penalty: 2373.749023
	Iteration 19Q: 3 clusters Score -165553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -165563.468750 Penalty: 2373.749023
	Iteration 20F: 3 clusters Score -165563.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -165580.828125 Penalty: 2373.749023
	Iteration 21Q: 3 clusters Score -165580.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -165603.828125 Penalty: 2373.749023
	Iteration 22Q: 3 clusters Score -165603.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -165623.468750 Penalty: 2373.749023
	Iteration 23Q: 3 clusters Score -165623.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -165640.375000 Penalty: 2373.749023
	Iteration 24Q: 3 clusters Score -165640.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -165659.906250 Penalty: 2373.749023
	Iteration 25Q: 3 clusters Score -165659.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -165683.609375 Penalty: 2373.749023
	Iteration 26Q: 3 clusters Score -165683.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -165717.921875 Penalty: 2373.749023
	Iteration 27Q: 3 clusters Score -165717.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -165750.625000 Penalty: 2373.749023
	Iteration 28Q: 3 clusters Score -165750.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -165775.515625 Penalty: 2373.749023
	Iteration 29Q: 3 clusters Score -165775.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -165805.296875 Penalty: 2373.749023
	Iteration 30Q: 3 clusters Score -165805.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -165843.515625 Penalty: 2373.749023
	Iteration 31Q: 3 clusters Score -165843.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -165900.093750 Penalty: 2373.749023
	Iteration 32Q: 3 clusters Score -165900.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -165950.109375 Penalty: 2373.749023
	Iteration 33Q: 3 clusters Score -165950.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -165976.625000 Penalty: 2373.749023
	Iteration 34Q: 3 clusters Score -165976.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -165993.093750 Penalty: 2373.749023
	Iteration 35Q: 3 clusters Score -165993.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -166008.500000 Penalty: 2373.749023
	Iteration 36Q: 3 clusters Score -166008.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -166021.406250 Penalty: 2373.749023
	Iteration 37Q: 3 clusters Score -166021.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -166040.234375 Penalty: 2373.749023
	Iteration 38Q: 3 clusters Score -166040.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -166059.703125 Penalty: 2373.749023
	Iteration 39Q: 3 clusters Score -166059.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -166070.281250 Penalty: 2373.749023
	Iteration 40F: 3 clusters Score -166070.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -166076.734375 Penalty: 2373.749023
	Iteration 41Q: 3 clusters Score -166076.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166080.734375 Penalty: 2373.749023
	Iteration 42Q: 3 clusters Score -166080.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -166085.375000 Penalty: 2373.749023
	Iteration 43Q: 3 clusters Score -166085.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -166098.875000 Penalty: 2373.749023
	Iteration 44Q: 3 clusters Score -166098.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -166110.031250 Penalty: 2373.749023
	Iteration 45Q: 3 clusters Score -166110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -166120.390625 Penalty: 2373.749023
	Iteration 46Q: 3 clusters Score -166120.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -166126.390625 Penalty: 2373.749023
	Iteration 47Q: 3 clusters Score -166126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -166131.343750 Penalty: 2373.749023
	Iteration 48Q: 3 clusters Score -166131.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -166133.796875 Penalty: 2373.749023
	Iteration 49Q: 3 clusters Score -166133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -166135.765625 Penalty: 2373.749023
	Iteration 50Q: 3 clusters Score -166135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -166136.750000 Penalty: 2373.749023
	Iteration 51Q: 3 clusters Score -166136.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -166138.984375 Penalty: 2373.749023
	Iteration 52Q: 3 clusters Score -166139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -166140.765625 Penalty: 2373.749023
	Iteration 53Q: 3 clusters Score -166140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -166144.390625 Penalty: 2373.749023
	Iteration 54Q: 3 clusters Score -166144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166146.812500 Penalty: 2373.749023
	Iteration 55Q: 3 clusters Score -166146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -166148.421875 Penalty: 2373.749023
	Iteration 56Q: 3 clusters Score -166148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -166149.125000 Penalty: 2373.749023
	Iteration 57Q: 3 clusters Score -166149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -166151.125000 Penalty: 2373.749023
	Iteration 58Q: 3 clusters Score -166151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -166154.203125 Penalty: 2373.749023
	Iteration 59Q: 3 clusters Score -166154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -166157.218750 Penalty: 2373.749023
	Iteration 60F: 3 clusters Score -166157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -166159.406250 Penalty: 2373.749023
	Iteration 61Q: 3 clusters Score -166159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -166159.765625 Penalty: 2373.749023
	Iteration 62Q: 3 clusters Score -166159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -166160.015625 Penalty: 2373.749023
	Iteration 63Q: 3 clusters Score -166160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -166160.468750 Penalty: 2373.749023
	Iteration 64Q: 3 clusters Score -166160.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -166160.578125 Penalty: 2373.749023
	Iteration 65Q: 3 clusters Score -166160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -166161.156250 Penalty: 2373.749023
	Iteration 66Q: 3 clusters Score -166161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -166161.437500 Penalty: 2373.749023
	Iteration 67Q: 3 clusters Score -166161.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -166161.437500 Penalty: 2373.749023
	Iteration 68F: 3 clusters Score -166161.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -10930.336914 Penalty: 837.409912
	Iteration 0F: 2 clusters Score -10930.34 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 88 members 
Entering Unmasked Estep 
Score: -10399.313477 Penalty: 1674.819824
	Iteration 0F: 3 clusters Score -10399.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10596.676758 Penalty: 1674.819824
	Iteration 1F: 3 clusters Score -10596.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10671.990234 Penalty: 1674.819824
	Iteration 2F: 3 clusters Score -10671.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10711.637695 Penalty: 1674.819824
	Iteration 3Q: 3 clusters Score -10711.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10770.400391 Penalty: 1674.819824
	Iteration 4Q: 3 clusters Score -10770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10773.738281 Penalty: 1674.819824
	Iteration 5Q: 3 clusters Score -10773.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10773.738281 Penalty: 1674.819824
	Iteration 6F: 3 clusters Score -10773.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 31493 members 
Mstep: Class 3 contains 83179 members 
Mstep: Class 4 contains 97019 members 
Mstep: Class 5 contains 80529 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 10917 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 24178 members 
Mstep: Class 13 contains 52003 members 
Mstep: Class 14 contains 4570 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 8010 members 
Mstep: Class 19 contains 80925 members 
Mstep: Class 20 contains 67990 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10648 members 
Mstep: Class 23 contains 1644 members 
Mstep: Class 24 contains 1722 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2510 members 
Mstep: Class 29 contains 48323 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 2109 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11155 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95309 members 
Mstep: Class 37 contains 89982 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239832.000000 Penalty: 84243.031250
Iteration 279Q: 39 clusters Score -1.022398e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 31489 members 
Mstep: Class 3 contains 83196 members 
Mstep: Class 4 contains 97071 members 
Mstep: Class 5 contains 80446 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10916 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 13 contains 52008 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 3746 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4832 members 
Mstep: Class 18 contains 8012 members 
Mstep: Class 19 contains 80944 members 
Mstep: Class 20 contains 68012 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10651 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 7977 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 48326 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11131 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95324 members 
Mstep: Class 37 contains 89961 members 
Mstep: Class 38 contains 1487 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239720.000000 Penalty: 84243.031250
Iteration 280F: 39 clusters Score -1.022397e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 31510 members 
Mstep: Class 3 contains 83229 members 
Mstep: Class 4 contains 97121 members 
Mstep: Class 5 contains 80369 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10920 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 24161 members 
Mstep: Class 13 contains 52011 members 
Mstep: Class 14 contains 4576 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4833 members 
Mstep: Class 18 contains 8009 members 
Mstep: Class 19 contains 80969 members 
Mstep: Class 20 contains 68021 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10653 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 1722 members 
Mstep: Class 25 contains 7982 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2506 members 
Mstep: Class 29 contains 48337 members 
Mstep: Class 30 contains 3225 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11110 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95334 members 
Mstep: Class 37 contains 89916 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239880.000000 Penalty: 84243.031250
Iteration 281Q: 39 clusters Score -1.022399e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 31528 members 
Mstep: Class 3 contains 83255 members 
Mstep: Class 4 contains 97146 members 
Mstep: Class 5 contains 80317 members 
Mstep: Class 6 contains 3617 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10922 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 24151 members 
Mstep: Class 13 contains 52021 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 3744 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4835 members 
Mstep: Class 18 contains 8009 members 
Mstep: Class 19 contains 81008 members 
Mstep: Class 20 contains 68020 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10653 members 
Mstep: Class 23 contains 1644 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7985 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2503 members 
Mstep: Class 29 contains 48349 members 
Mstep: Class 30 contains 3223 members 
Mstep: Class 31 contains 2110 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11089 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95338 members 
Mstep: Class 37 contains 89887 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239816.000000 Penalty: 84243.031250
Iteration 282Q: 39 clusters Score -1.022398e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 31548 members 
Mstep: Class 3 contains 83238 members 
Mstep: Class 4 contains 97167 members 
Mstep: Class 5 contains 80261 members 
Mstep: Class 6 contains 3612 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10925 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 24148 members 
Mstep: Class 13 contains 52032 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4840 members 
Mstep: Class 18 contains 8014 members 
Mstep: Class 19 contains 81048 members 
Mstep: Class 20 contains 68054 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10660 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7989 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2501 members 
Mstep: Class 29 contains 48354 members 
Mstep: Class 30 contains 3225 members 
Mstep: Class 31 contains 2110 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11064 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95340 members 
Mstep: Class 37 contains 89848 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239920.000000 Penalty: 84243.031250
Iteration 283Q: 39 clusters Score -1.022399e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 31566 members 
Mstep: Class 3 contains 83259 members 
Mstep: Class 4 contains 97195 members 
Mstep: Class 5 contains 80198 members 
Mstep: Class 6 contains 3611 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10920 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 24147 members 
Mstep: Class 13 contains 52040 members 
Mstep: Class 14 contains 4585 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4844 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 19 contains 81069 members 
Mstep: Class 20 contains 68080 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10658 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7987 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2497 members 
Mstep: Class 29 contains 48354 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2110 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11044 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95346 members 
Mstep: Class 37 contains 89819 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239608.000000 Penalty: 84243.031250
Iteration 284Q: 39 clusters Score -1.022396e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 31576 members 
Mstep: Class 3 contains 83264 members 
Mstep: Class 4 contains 97242 members 
Mstep: Class 5 contains 80179 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10912 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 24147 members 
Mstep: Class 13 contains 52046 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 3739 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4848 members 
Mstep: Class 18 contains 8033 members 
Mstep: Class 19 contains 81059 members 
Mstep: Class 20 contains 68135 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10655 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2497 members 
Mstep: Class 29 contains 48366 members 
Mstep: Class 30 contains 3225 members 
Mstep: Class 31 contains 2110 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 11014 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95348 members 
Mstep: Class 37 contains 89757 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239616.000000 Penalty: 84243.031250
Iteration 285Q: 39 clusters Score -1.022396e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 31595 members 
Mstep: Class 3 contains 83284 members 
Mstep: Class 4 contains 97285 members 
Mstep: Class 5 contains 80146 members 
Mstep: Class 6 contains 3607 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10906 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 24144 members 
Mstep: Class 13 contains 52052 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 3739 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4843 members 
Mstep: Class 18 contains 8044 members 
Mstep: Class 19 contains 81066 members 
Mstep: Class 20 contains 68161 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10653 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2496 members 
Mstep: Class 29 contains 48376 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2110 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10983 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95350 members 
Mstep: Class 37 contains 89700 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239624.000000 Penalty: 84243.031250
Iteration 286Q: 39 clusters Score -1.022396e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 31614 members 
Mstep: Class 3 contains 83285 members 
Mstep: Class 4 contains 97324 members 
Mstep: Class 5 contains 80127 members 
Mstep: Class 6 contains 3605 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10899 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 24141 members 
Mstep: Class 13 contains 52061 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 3739 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4840 members 
Mstep: Class 18 contains 8051 members 
Mstep: Class 19 contains 81088 members 
Mstep: Class 20 contains 68200 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10653 members 
Mstep: Class 23 contains 1644 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7985 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2492 members 
Mstep: Class 29 contains 48387 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 2110 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10960 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95344 members 
Mstep: Class 37 contains 89638 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239592.000000 Penalty: 84243.031250
Iteration 287Q: 39 clusters Score -1.022396e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 31622 members 
Mstep: Class 3 contains 83273 members 
Mstep: Class 4 contains 97335 members 
Mstep: Class 5 contains 80128 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 24136 members 
Mstep: Class 13 contains 52070 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4836 members 
Mstep: Class 18 contains 8049 members 
Mstep: Class 19 contains 81137 members 
Mstep: Class 20 contains 68226 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10651 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7984 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2490 members 
Mstep: Class 29 contains 48394 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 2110 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10940 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95348 members 
Mstep: Class 37 contains 89588 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239632.000000 Penalty: 84243.031250
Iteration 288Q: 39 clusters Score -1.022396e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 31640 members 
Mstep: Class 3 contains 83282 members 
Mstep: Class 4 contains 97334 members 
Mstep: Class 5 contains 80107 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10895 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 24136 members 
Mstep: Class 13 contains 52077 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4839 members 
Mstep: Class 18 contains 8047 members 
Mstep: Class 19 contains 81183 members 
Mstep: Class 20 contains 68253 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10653 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7982 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2491 members 
Mstep: Class 29 contains 48410 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 2111 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10920 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95328 members 
Mstep: Class 37 contains 89545 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239640.000000 Penalty: 84243.031250
Iteration 289Q: 39 clusters Score -1.022396e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 31667 members 
Mstep: Class 3 contains 83308 members 
Mstep: Class 4 contains 97384 members 
Mstep: Class 5 contains 80069 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 24133 members 
Mstep: Class 13 contains 52085 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 3739 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 8046 members 
Mstep: Class 19 contains 81207 members 
Mstep: Class 20 contains 68256 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10657 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7978 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2491 members 
Mstep: Class 29 contains 48427 members 
Mstep: Class 30 contains 3228 members 
Mstep: Class 31 contains 2108 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10896 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95306 members 
Mstep: Class 37 contains 89492 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239648.000000 Penalty: 84243.031250
Iteration 290Q: 39 clusters Score -1.022396e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 31703 members 
Mstep: Class 3 contains 83314 members 
Mstep: Class 4 contains 97445 members 
Mstep: Class 5 contains 80026 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10887 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 24137 members 
Mstep: Class 13 contains 52095 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 8046 members 
Mstep: Class 19 contains 81243 members 
Mstep: Class 20 contains 68257 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10656 members 
Mstep: Class 23 contains 1642 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7974 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2490 members 
Mstep: Class 29 contains 48437 members 
Mstep: Class 30 contains 3228 members 
Mstep: Class 31 contains 2108 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10862 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95300 members 
Mstep: Class 37 contains 89431 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239568.000000 Penalty: 84243.031250
Iteration 291Q: 39 clusters Score -1.022396e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 31728 members 
Mstep: Class 3 contains 83317 members 
Mstep: Class 4 contains 97494 members 
Mstep: Class 5 contains 80007 members 
Mstep: Class 6 contains 3593 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10882 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 24132 members 
Mstep: Class 13 contains 52110 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4856 members 
Mstep: Class 18 contains 8054 members 
Mstep: Class 19 contains 81276 members 
Mstep: Class 20 contains 68266 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10658 members 
Mstep: Class 23 contains 1641 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 48440 members 
Mstep: Class 30 contains 3228 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10837 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95287 members 
Mstep: Class 37 contains 89366 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239576.000000 Penalty: 84243.031250
Iteration 292Q: 39 clusters Score -1.022396e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 31735 members 
Mstep: Class 3 contains 83342 members 
Mstep: Class 4 contains 97549 members 
Mstep: Class 5 contains 79998 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10875 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24132 members 
Mstep: Class 13 contains 52115 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4863 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 81313 members 
Mstep: Class 20 contains 68259 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10657 members 
Mstep: Class 23 contains 1641 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7968 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 48442 members 
Mstep: Class 30 contains 3229 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10811 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95283 members 
Mstep: Class 37 contains 89290 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239464.000000 Penalty: 84243.031250
Iteration 293Q: 39 clusters Score -1.022395e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 31746 members 
Mstep: Class 3 contains 83380 members 
Mstep: Class 4 contains 97580 members 
Mstep: Class 5 contains 79972 members 
Mstep: Class 6 contains 3584 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10872 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24125 members 
Mstep: Class 13 contains 52111 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4872 members 
Mstep: Class 18 contains 8072 members 
Mstep: Class 19 contains 81351 members 
Mstep: Class 20 contains 68269 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10657 members 
Mstep: Class 23 contains 1641 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7967 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2485 members 
Mstep: Class 29 contains 48440 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10786 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95300 members 
Mstep: Class 37 contains 89216 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239456.000000 Penalty: 84243.031250
Iteration 294Q: 39 clusters Score -1.022395e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 31753 members 
Mstep: Class 3 contains 83442 members 
Mstep: Class 4 contains 97584 members 
Mstep: Class 5 contains 79940 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10873 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24125 members 
Mstep: Class 13 contains 52122 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4880 members 
Mstep: Class 18 contains 8072 members 
Mstep: Class 19 contains 81382 members 
Mstep: Class 20 contains 68277 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10659 members 
Mstep: Class 23 contains 1640 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7967 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2484 members 
Mstep: Class 29 contains 48436 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10774 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95310 members 
Mstep: Class 37 contains 89133 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239672.000000 Penalty: 84243.031250
Iteration 295Q: 39 clusters Score -1.022397e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 31752 members 
Mstep: Class 3 contains 83555 members 
Mstep: Class 4 contains 97569 members 
Mstep: Class 5 contains 79873 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10866 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24124 members 
Mstep: Class 13 contains 52137 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 8077 members 
Mstep: Class 19 contains 81423 members 
Mstep: Class 20 contains 68295 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10661 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7967 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2485 members 
Mstep: Class 29 contains 48440 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10759 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95299 members 
Mstep: Class 37 contains 89057 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239768.000000 Penalty: 84243.031250
Iteration 296Q: 39 clusters Score -1.022398e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 31763 members 
Mstep: Class 3 contains 83656 members 
Mstep: Class 4 contains 97596 members 
Mstep: Class 5 contains 79806 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10863 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24126 members 
Mstep: Class 13 contains 52162 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4889 members 
Mstep: Class 18 contains 8079 members 
Mstep: Class 19 contains 81444 members 
Mstep: Class 20 contains 68326 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10661 members 
Mstep: Class 23 contains 1636 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7964 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2485 members 
Mstep: Class 29 contains 48444 members 
Mstep: Class 30 contains 3223 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10738 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95280 members 
Mstep: Class 37 contains 88954 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240008.000000 Penalty: 84243.031250
Iteration 297Q: 39 clusters Score -1.0224e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 31769 members 
Mstep: Class 3 contains 83759 members 
Mstep: Class 4 contains 97623 members 
Mstep: Class 5 contains 79725 members 
Mstep: Class 6 contains 3573 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10857 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24122 members 
Mstep: Class 13 contains 52171 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4895 members 
Mstep: Class 18 contains 8090 members 
Mstep: Class 19 contains 81461 members 
Mstep: Class 20 contains 68355 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10660 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7963 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2485 members 
Mstep: Class 29 contains 48438 members 
Mstep: Class 30 contains 3222 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10716 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95278 members 
Mstep: Class 37 contains 88877 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240096.000000 Penalty: 84243.031250
Iteration 298Q: 39 clusters Score -1.022401e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 31766 members 
Mstep: Class 3 contains 83851 members 
Mstep: Class 4 contains 97645 members 
Mstep: Class 5 contains 79669 members 
Mstep: Class 6 contains 3573 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24117 members 
Mstep: Class 13 contains 52182 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4901 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 81494 members 
Mstep: Class 20 contains 68370 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10659 members 
Mstep: Class 23 contains 1633 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7957 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2483 members 
Mstep: Class 29 contains 48437 members 
Mstep: Class 30 contains 3223 members 
Mstep: Class 31 contains 2104 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10700 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95276 members 
Mstep: Class 37 contains 88796 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240232.000000 Penalty: 84243.031250
Iteration 299Q: 39 clusters Score -1.022402e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 31770 members 
Mstep: Class 3 contains 83945 members 
Mstep: Class 4 contains 97658 members 
Mstep: Class 5 contains 79587 members 
Mstep: Class 6 contains 3570 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10857 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24111 members 
Mstep: Class 13 contains 52188 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4905 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 81524 members 
Mstep: Class 20 contains 68390 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10662 members 
Mstep: Class 23 contains 1633 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7947 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2481 members 
Mstep: Class 29 contains 48439 members 
Mstep: Class 30 contains 3222 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10685 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95263 members 
Mstep: Class 37 contains 88751 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240304.000000 Penalty: 84243.031250
Iteration 300F: 39 clusters Score -1.022403e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 31775 members 
Mstep: Class 3 contains 84024 members 
Mstep: Class 4 contains 97664 members 
Mstep: Class 5 contains 79498 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24098 members 
Mstep: Class 13 contains 52203 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4912 members 
Mstep: Class 18 contains 8087 members 
Mstep: Class 19 contains 81566 members 
Mstep: Class 20 contains 68415 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10664 members 
Mstep: Class 23 contains 1633 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7945 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2480 members 
Mstep: Class 29 contains 48437 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10673 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95250 members 
Mstep: Class 37 contains 88719 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240200.000000 Penalty: 84243.031250
Iteration 301Q: 39 clusters Score -1.022402e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 31777 members 
Mstep: Class 3 contains 84118 members 
Mstep: Class 4 contains 97675 members 
Mstep: Class 5 contains 79411 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10860 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24084 members 
Mstep: Class 13 contains 52207 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4914 members 
Mstep: Class 18 contains 8085 members 
Mstep: Class 19 contains 81601 members 
Mstep: Class 20 contains 68424 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10674 members 
Mstep: Class 23 contains 1632 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7942 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2477 members 
Mstep: Class 29 contains 48442 members 
Mstep: Class 30 contains 3221 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10667 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95239 members 
Mstep: Class 37 contains 88683 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240360.000000 Penalty: 84243.031250
Iteration 302Q: 39 clusters Score -1.022404e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 31777 members 
Mstep: Class 3 contains 84171 members 
Mstep: Class 4 contains 97682 members 
Mstep: Class 5 contains 79344 members 
Mstep: Class 6 contains 3563 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10869 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24071 members 
Mstep: Class 13 contains 52215 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4918 members 
Mstep: Class 18 contains 8079 members 
Mstep: Class 19 contains 81644 members 
Mstep: Class 20 contains 68420 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10680 members 
Mstep: Class 23 contains 1631 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7938 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2472 members 
Mstep: Class 29 contains 48446 members 
Mstep: Class 30 contains 3219 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10660 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95233 members 
Mstep: Class 37 contains 88669 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240376.000000 Penalty: 84243.031250
Iteration 303Q: 39 clusters Score -1.022404e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 31783 members 
Mstep: Class 3 contains 84248 members 
Mstep: Class 4 contains 97678 members 
Mstep: Class 5 contains 79292 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10867 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24069 members 
Mstep: Class 13 contains 52221 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 8071 members 
Mstep: Class 19 contains 81692 members 
Mstep: Class 20 contains 68409 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10685 members 
Mstep: Class 23 contains 1631 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7937 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2468 members 
Mstep: Class 29 contains 48456 members 
Mstep: Class 30 contains 3219 members 
Mstep: Class 31 contains 2105 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10651 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95227 members 
Mstep: Class 37 contains 88616 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240472.000000 Penalty: 84243.031250
Iteration 304Q: 39 clusters Score -1.022405e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 31791 members 
Mstep: Class 3 contains 84307 members 
Mstep: Class 4 contains 97698 members 
Mstep: Class 5 contains 79244 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10867 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24065 members 
Mstep: Class 13 contains 52226 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4932 members 
Mstep: Class 18 contains 8067 members 
Mstep: Class 19 contains 81721 members 
Mstep: Class 20 contains 68409 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10691 members 
Mstep: Class 23 contains 1631 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7934 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2467 members 
Mstep: Class 29 contains 48462 members 
Mstep: Class 30 contains 3221 members 
Mstep: Class 31 contains 2105 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10645 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95213 members 
Mstep: Class 37 contains 88569 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240512.000000 Penalty: 84243.031250
Iteration 305Q: 39 clusters Score -1.022405e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 31797 members 
Mstep: Class 3 contains 84353 members 
Mstep: Class 4 contains 97694 members 
Mstep: Class 5 contains 79220 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10868 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24063 members 
Mstep: Class 13 contains 52232 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4936 members 
Mstep: Class 18 contains 8065 members 
Mstep: Class 19 contains 81752 members 
Mstep: Class 20 contains 68429 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10698 members 
Mstep: Class 23 contains 1631 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7930 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2467 members 
Mstep: Class 29 contains 48468 members 
Mstep: Class 30 contains 3222 members 
Mstep: Class 31 contains 2105 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10637 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95202 members 
Mstep: Class 37 contains 88513 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240768.000000 Penalty: 84243.031250
Iteration 306Q: 39 clusters Score -1.022408e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 31798 members 
Mstep: Class 3 contains 84374 members 
Mstep: Class 4 contains 97677 members 
Mstep: Class 5 contains 79239 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10866 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24062 members 
Mstep: Class 13 contains 52249 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 3743 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4943 members 
Mstep: Class 18 contains 8072 members 
Mstep: Class 19 contains 81783 members 
Mstep: Class 20 contains 68456 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10698 members 
Mstep: Class 23 contains 1629 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7929 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2464 members 
Mstep: Class 29 contains 48471 members 
Mstep: Class 30 contains 3223 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10622 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95188 members 
Mstep: Class 37 contains 88437 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240920.000000 Penalty: 84243.031250
Iteration 307Q: 39 clusters Score -1.022409e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 31817 members 
Mstep: Class 3 contains 84376 members 
Mstep: Class 4 contains 97702 members 
Mstep: Class 5 contains 79237 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10867 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24061 members 
Mstep: Class 13 contains 52265 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4945 members 
Mstep: Class 18 contains 8074 members 
Mstep: Class 19 contains 81808 members 
Mstep: Class 20 contains 68465 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10700 members 
Mstep: Class 23 contains 1628 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7927 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2462 members 
Mstep: Class 29 contains 48470 members 
Mstep: Class 30 contains 3223 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95190 members 
Mstep: Class 37 contains 88369 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240992.000000 Penalty: 84243.031250
Iteration 308Q: 39 clusters Score -1.02241e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 31831 members 
Mstep: Class 3 contains 84405 members 
Mstep: Class 4 contains 97703 members 
Mstep: Class 5 contains 79234 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10867 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24064 members 
Mstep: Class 13 contains 52273 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4950 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 81838 members 
Mstep: Class 20 contains 68469 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10704 members 
Mstep: Class 23 contains 1627 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7925 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 48479 members 
Mstep: Class 30 contains 3222 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10585 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95185 members 
Mstep: Class 37 contains 88301 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240928.000000 Penalty: 84243.031250
Iteration 309Q: 39 clusters Score -1.022409e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 31844 members 
Mstep: Class 3 contains 84497 members 
Mstep: Class 4 contains 97683 members 
Mstep: Class 5 contains 79217 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10866 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 24065 members 
Mstep: Class 13 contains 52282 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4963 members 
Mstep: Class 18 contains 8082 members 
Mstep: Class 19 contains 81890 members 
Mstep: Class 20 contains 68457 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10706 members 
Mstep: Class 23 contains 1627 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7920 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2458 members 
Mstep: Class 29 contains 48481 members 
Mstep: Class 30 contains 3224 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10563 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95181 members 
Mstep: Class 37 contains 88216 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240664.000000 Penalty: 84243.031250
Iteration 310Q: 39 clusters Score -1.022407e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 31846 members 
Mstep: Class 3 contains 84599 members 
Mstep: Class 4 contains 97691 members 
Mstep: Class 5 contains 79211 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10872 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 12 contains 24071 members 
Mstep: Class 13 contains 52293 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4971 members 
Mstep: Class 18 contains 8079 members 
Mstep: Class 19 contains 81916 members 
Mstep: Class 20 contains 68431 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10711 members 
Mstep: Class 23 contains 1627 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7915 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2457 members 
Mstep: Class 29 contains 48480 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10541 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95180 members 
Mstep: Class 37 contains 88122 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240816.000000 Penalty: 84243.031250
Iteration 311Q: 39 clusters Score -1.022408e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 31852 members 
Mstep: Class 3 contains 84739 members 
Mstep: Class 4 contains 97699 members 
Mstep: Class 5 contains 79206 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 24073 members 
Mstep: Class 13 contains 52296 members 
Mstep: Class 14 contains 4618 members 
Mstep: Class 15 contains 3734 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4971 members 
Mstep: Class 18 contains 8073 members 
Mstep: Class 19 contains 81938 members 
Mstep: Class 20 contains 68382 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10717 members 
Mstep: Class 23 contains 1627 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7915 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 48486 members 
Mstep: Class 30 contains 3225 members 
Mstep: Class 31 contains 2104 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10529 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95178 members 
Mstep: Class 37 contains 88023 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240840.000000 Penalty: 84243.031250
Iteration 312Q: 39 clusters Score -1.022408e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 31866 members 
Mstep: Class 3 contains 84881 members 
Mstep: Class 4 contains 97683 members 
Mstep: Class 5 contains 79179 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10870 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 12 contains 24081 members 
Mstep: Class 13 contains 52310 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 3734 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4981 members 
Mstep: Class 18 contains 8069 members 
Mstep: Class 19 contains 81975 members 
Mstep: Class 20 contains 68371 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10721 members 
Mstep: Class 23 contains 1627 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 7903 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2453 members 
Mstep: Class 29 contains 48484 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2105 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10507 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95149 members 
Mstep: Class 37 contains 87931 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240808.000000 Penalty: 84243.031250
Iteration 313Q: 39 clusters Score -1.022408e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 31876 members 
Mstep: Class 3 contains 85039 members 
Mstep: Class 4 contains 97708 members 
Mstep: Class 5 contains 79105 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10868 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 24089 members 
Mstep: Class 13 contains 52320 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 3731 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 4988 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 82003 members 
Mstep: Class 20 contains 68329 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10729 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7888 members 
Mstep: Class 26 contains 1269 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2452 members 
Mstep: Class 29 contains 48486 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2105 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10492 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95133 members 
Mstep: Class 37 contains 87855 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240896.000000 Penalty: 84243.031250
Iteration 314Q: 39 clusters Score -1.022409e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 31879 members 
Mstep: Class 3 contains 85173 members 
Mstep: Class 4 contains 97686 members 
Mstep: Class 5 contains 79116 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 24102 members 
Mstep: Class 13 contains 52330 members 
Mstep: Class 14 contains 4631 members 
Mstep: Class 15 contains 3731 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5005 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 82046 members 
Mstep: Class 20 contains 68288 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10729 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7872 members 
Mstep: Class 26 contains 1269 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2450 members 
Mstep: Class 29 contains 48483 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2104 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10472 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95129 members 
Mstep: Class 37 contains 87739 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241072.000000 Penalty: 84243.031250
Iteration 315Q: 39 clusters Score -1.022411e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 31883 members 
Mstep: Class 3 contains 85335 members 
Mstep: Class 4 contains 97678 members 
Mstep: Class 5 contains 79095 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10878 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 24104 members 
Mstep: Class 13 contains 52332 members 
Mstep: Class 14 contains 4632 members 
Mstep: Class 15 contains 3729 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5030 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 82097 members 
Mstep: Class 20 contains 68246 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10731 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 1270 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 48475 members 
Mstep: Class 30 contains 3229 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10461 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95142 members 
Mstep: Class 37 contains 87602 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241168.000000 Penalty: 84243.031250
Iteration 316Q: 39 clusters Score -1.022412e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 31890 members 
Mstep: Class 3 contains 85503 members 
Mstep: Class 4 contains 97685 members 
Mstep: Class 5 contains 79064 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10877 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 24119 members 
Mstep: Class 13 contains 52341 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 3727 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 82129 members 
Mstep: Class 20 contains 68235 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10736 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7850 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 48469 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 2105 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10448 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95153 members 
Mstep: Class 37 contains 87427 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241512.000000 Penalty: 84243.031250
Iteration 317Q: 39 clusters Score -1.022415e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 31907 members 
Mstep: Class 3 contains 85606 members 
Mstep: Class 4 contains 97674 members 
Mstep: Class 5 contains 79052 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10880 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 24140 members 
Mstep: Class 13 contains 52338 members 
Mstep: Class 14 contains 4637 members 
Mstep: Class 15 contains 3726 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 82142 members 
Mstep: Class 20 contains 68266 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10745 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7831 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 48465 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 2104 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10426 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95163 members 
Mstep: Class 37 contains 87297 members 
Mstep: Class 38 contains 1488 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241864.000000 Penalty: 84243.031250
Iteration 318Q: 39 clusters Score -1.022419e+08 nChanged 1951
Entering ConstructFrom: 
Score: -102241864.000000 Penalty: 84243.031250
Entering ConstructFrom: 
Trying to split cluster 1 (5342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Entering Unmasked Estep 
Score: -650542.437500 Penalty: 1394.795166
	Iteration 0F: 2 clusters Score -650542.4 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 2702 members 
Entering Unmasked Estep 
Score: -646364.875000 Penalty: 2789.590332
	Iteration 0F: 3 clusters Score -646364.9 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -647627.375000 Penalty: 2789.590332
	Iteration 1F: 3 clusters Score -647627.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -647845.625000 Penalty: 2789.590332
	Iteration 2F: 3 clusters Score -647845.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -647997.187500 Penalty: 2789.590332
	Iteration 3F: 3 clusters Score -647997.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -648120.000000 Penalty: 2789.590332
	Iteration 4Q: 3 clusters Score -648120 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -648235.000000 Penalty: 2789.590332
	Iteration 5Q: 3 clusters Score -648235 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -648369.875000 Penalty: 2789.590332
	Iteration 6Q: 3 clusters Score -648369.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -648516.875000 Penalty: 2789.590332
	Iteration 7Q: 3 clusters Score -648516.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -648663.500000 Penalty: 2789.590332
	Iteration 8Q: 3 clusters Score -648663.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -648837.062500 Penalty: 2789.590332
	Iteration 9Q: 3 clusters Score -648837.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -649024.562500 Penalty: 2789.590332
	Iteration 10Q: 3 clusters Score -649024.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -649212.250000 Penalty: 2789.590332
	Iteration 11Q: 3 clusters Score -649212.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -649366.625000 Penalty: 2789.590332
	Iteration 12Q: 3 clusters Score -649366.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -649481.000000 Penalty: 2789.590332
	Iteration 13Q: 3 clusters Score -649481 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -649563.250000 Penalty: 2789.590332
	Iteration 14Q: 3 clusters Score -649563.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -649609.187500 Penalty: 2789.590332
	Iteration 15Q: 3 clusters Score -649609.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -649629.312500 Penalty: 2789.590332
	Iteration 16Q: 3 clusters Score -649629.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -649638.687500 Penalty: 2789.590332
	Iteration 17Q: 3 clusters Score -649638.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -649644.375000 Penalty: 2789.590332
	Iteration 18Q: 3 clusters Score -649644.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -649646.437500 Penalty: 2789.590332
	Iteration 19Q: 3 clusters Score -649646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -649648.500000 Penalty: 2789.590332
	Iteration 20F: 3 clusters Score -649648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -649649.625000 Penalty: 2789.590332
	Iteration 21Q: 3 clusters Score -649649.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -649652.437500 Penalty: 2789.590332
	Iteration 22Q: 3 clusters Score -649652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -649652.687500 Penalty: 2789.590332
	Iteration 23Q: 3 clusters Score -649652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -649654.750000 Penalty: 2789.590332
	Iteration 24Q: 3 clusters Score -649654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -649653.000000 Penalty: 2789.590332
	Iteration 25Q: 3 clusters Score -649653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -649654.250000 Penalty: 2789.590332
	Iteration 26Q: 3 clusters Score -649654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -649655.187500 Penalty: 2789.590332
	Iteration 27Q: 3 clusters Score -649655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -649654.687500 Penalty: 2789.590332
	Iteration 28Q: 3 clusters Score -649654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -649654.375000 Penalty: 2789.590332
	Iteration 29Q: 3 clusters Score -649654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -649654.375000 Penalty: 2789.590332
	Iteration 30F: 3 clusters Score -649654.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Entering Unmasked Estep 
Score: -3896499.500000 Penalty: 1685.321167
	Iteration 0F: 2 clusters Score -3896500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3875119.250000 Penalty: 3370.642334
	Iteration 0F: 3 clusters Score -3875119 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3883082.000000 Penalty: 3370.642334
	Iteration 1F: 3 clusters Score -3883082 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3883532.750000 Penalty: 3370.642334
	Iteration 2Q: 3 clusters Score -3883533 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3884046.750000 Penalty: 3370.642334
	Iteration 3Q: 3 clusters Score -3884047 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3884849.750000 Penalty: 3370.642334
	Iteration 4F: 3 clusters Score -3884850 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3886153.500000 Penalty: 3370.642334
	Iteration 5F: 3 clusters Score -3886154 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3888160.750000 Penalty: 3370.642334
	Iteration 6F: 3 clusters Score -3888161 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3890735.000000 Penalty: 3370.642334
	Iteration 7F: 3 clusters Score -3890735 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3892884.500000 Penalty: 3370.642334
	Iteration 8F: 3 clusters Score -3892884 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3894115.250000 Penalty: 3370.642334
	Iteration 9Q: 3 clusters Score -3894115 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3894644.250000 Penalty: 3370.642334
	Iteration 10Q: 3 clusters Score -3894644 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3894814.250000 Penalty: 3370.642334
	Iteration 11Q: 3 clusters Score -3894814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3894900.250000 Penalty: 3370.642334
	Iteration 12Q: 3 clusters Score -3894900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3894936.250000 Penalty: 3370.642334
	Iteration 13Q: 3 clusters Score -3894936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3894948.750000 Penalty: 3370.642334
	Iteration 14Q: 3 clusters Score -3894949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3894957.500000 Penalty: 3370.642334
	Iteration 15Q: 3 clusters Score -3894958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3894976.250000 Penalty: 3370.642334
	Iteration 16Q: 3 clusters Score -3894976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3894979.750000 Penalty: 3370.642334
	Iteration 17Q: 3 clusters Score -3894980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3894986.750000 Penalty: 3370.642334
	Iteration 18Q: 3 clusters Score -3894987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -3894995.500000 Penalty: 3370.642334
	Iteration 19Q: 3 clusters Score -3894996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3894997.500000 Penalty: 3370.642334
	Iteration 20F: 3 clusters Score -3894998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3894998.250000 Penalty: 3370.642334
	Iteration 21Q: 3 clusters Score -3894998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3895002.250000 Penalty: 3370.642334
	Iteration 22Q: 3 clusters Score -3895002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3895002.250000 Penalty: 3370.642334
	Iteration 23F: 3 clusters Score -3895002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Entering Unmasked Estep 
Score: -10705386.000000 Penalty: 1845.794556
	Iteration 0F: 2 clusters Score -1.070539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -10648600.000000 Penalty: 3691.589111
	Iteration 0F: 3 clusters Score -1.06486e+07 nChanged 40943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -10672531.000000 Penalty: 3691.589111
	Iteration 1F: 3 clusters Score -1.067253e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -10673213.000000 Penalty: 3691.589111
	Iteration 2Q: 3 clusters Score -1.067321e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -10674210.000000 Penalty: 3691.589111
	Iteration 3Q: 3 clusters Score -1.067421e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -10675610.000000 Penalty: 3691.589111
	Iteration 4Q: 3 clusters Score -1.067561e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -10677971.000000 Penalty: 3691.589111
	Iteration 5F: 3 clusters Score -1.067797e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -10681530.000000 Penalty: 3691.589111
	Iteration 6F: 3 clusters Score -1.068153e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -10686713.000000 Penalty: 3691.589111
	Iteration 7F: 3 clusters Score -1.068671e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 59057 members 
Entering Unmasked Estep 
Score: -10691876.000000 Penalty: 3691.589111
	Iteration 8F: 3 clusters Score -1.069188e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -10695263.000000 Penalty: 3691.589111
	Iteration 9F: 3 clusters Score -1.069526e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -10696848.000000 Penalty: 3691.589111
	Iteration 10Q: 3 clusters Score -1.069685e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -10697839.000000 Penalty: 3691.589111
	Iteration 11Q: 3 clusters Score -1.069784e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -10698649.000000 Penalty: 3691.589111
	Iteration 12Q: 3 clusters Score -1.069865e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -10699298.000000 Penalty: 3691.589111
	Iteration 13Q: 3 clusters Score -1.06993e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -10699846.000000 Penalty: 3691.589111
	Iteration 14Q: 3 clusters Score -1.069985e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 66686 members 
Entering Unmasked Estep 
Score: -10700298.000000 Penalty: 3691.589111
	Iteration 15Q: 3 clusters Score -1.07003e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -10700663.000000 Penalty: 3691.589111
	Iteration 16Q: 3 clusters Score -1.070066e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -10700941.000000 Penalty: 3691.589111
	Iteration 17Q: 3 clusters Score -1.070094e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -10701201.000000 Penalty: 3691.589111
	Iteration 18Q: 3 clusters Score -1.07012e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -10701440.000000 Penalty: 3691.589111
	Iteration 19Q: 3 clusters Score -1.070144e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -10701579.000000 Penalty: 3691.589111
	Iteration 20F: 3 clusters Score -1.070158e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 70384 members 
Entering Unmasked Estep 
Score: -10701714.000000 Penalty: 3691.589111
	Iteration 21Q: 3 clusters Score -1.070171e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -10701941.000000 Penalty: 3691.589111
	Iteration 22Q: 3 clusters Score -1.070194e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 71546 members 
Entering Unmasked Estep 
Score: -10702061.000000 Penalty: 3691.589111
	Iteration 23Q: 3 clusters Score -1.070206e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -10702172.000000 Penalty: 3691.589111
	Iteration 24Q: 3 clusters Score -1.070217e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -10702277.000000 Penalty: 3691.589111
	Iteration 25Q: 3 clusters Score -1.070228e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -10702320.000000 Penalty: 3691.589111
	Iteration 26Q: 3 clusters Score -1.070232e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -10702406.000000 Penalty: 3691.589111
	Iteration 27Q: 3 clusters Score -1.070241e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -10702485.000000 Penalty: 3691.589111
	Iteration 28Q: 3 clusters Score -1.070248e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -10702589.000000 Penalty: 3691.589111
	Iteration 29Q: 3 clusters Score -1.070259e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -10702717.000000 Penalty: 3691.589111
	Iteration 30Q: 3 clusters Score -1.070272e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 75289 members 
Entering Unmasked Estep 
Score: -10702833.000000 Penalty: 3691.589111
	Iteration 31Q: 3 clusters Score -1.070283e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -10702890.000000 Penalty: 3691.589111
	Iteration 32Q: 3 clusters Score -1.070289e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -10702983.000000 Penalty: 3691.589111
	Iteration 33Q: 3 clusters Score -1.070298e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -10703090.000000 Penalty: 3691.589111
	Iteration 34Q: 3 clusters Score -1.070309e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 76815 members 
Entering Unmasked Estep 
Score: -10703142.000000 Penalty: 3691.589111
	Iteration 35Q: 3 clusters Score -1.070314e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -10703216.000000 Penalty: 3691.589111
	Iteration 36Q: 3 clusters Score -1.070322e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -10703290.000000 Penalty: 3691.589111
	Iteration 37Q: 3 clusters Score -1.070329e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -10703356.000000 Penalty: 3691.589111
	Iteration 38Q: 3 clusters Score -1.070336e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -10703394.000000 Penalty: 3691.589111
	Iteration 39Q: 3 clusters Score -1.070339e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -10703420.000000 Penalty: 3691.589111
	Iteration 40F: 3 clusters Score -1.070342e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -10703447.000000 Penalty: 3691.589111
	Iteration 41Q: 3 clusters Score -1.070345e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -10703465.000000 Penalty: 3691.589111
	Iteration 42Q: 3 clusters Score -1.070346e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -10703481.000000 Penalty: 3691.589111
	Iteration 43Q: 3 clusters Score -1.070348e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -10703500.000000 Penalty: 3691.589111
	Iteration 44Q: 3 clusters Score -1.07035e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -10703505.000000 Penalty: 3691.589111
	Iteration 45Q: 3 clusters Score -1.07035e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -10703519.000000 Penalty: 3691.589111
	Iteration 46Q: 3 clusters Score -1.070352e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -10703571.000000 Penalty: 3691.589111
	Iteration 47Q: 3 clusters Score -1.070357e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -10703595.000000 Penalty: 3691.589111
	Iteration 48Q: 3 clusters Score -1.07036e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -10703628.000000 Penalty: 3691.589111
	Iteration 49Q: 3 clusters Score -1.070363e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -10703650.000000 Penalty: 3691.589111
	Iteration 50Q: 3 clusters Score -1.070365e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -10703690.000000 Penalty: 3691.589111
	Iteration 51Q: 3 clusters Score -1.070369e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -10703703.000000 Penalty: 3691.589111
	Iteration 52Q: 3 clusters Score -1.07037e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -10703760.000000 Penalty: 3691.589111
	Iteration 53Q: 3 clusters Score -1.070376e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -10703808.000000 Penalty: 3691.589111
	Iteration 54Q: 3 clusters Score -1.070381e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -10703820.000000 Penalty: 3691.589111
	Iteration 55Q: 3 clusters Score -1.070382e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -10703853.000000 Penalty: 3691.589111
	Iteration 56Q: 3 clusters Score -1.070385e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -10703890.000000 Penalty: 3691.589111
	Iteration 57Q: 3 clusters Score -1.070389e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -10703909.000000 Penalty: 3691.589111
	Iteration 58Q: 3 clusters Score -1.070391e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 81121 members 
Entering Unmasked Estep 
Score: -10703909.000000 Penalty: 3691.589111
	Iteration 59Q: 3 clusters Score -1.070391e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -10703935.000000 Penalty: 3691.589111
	Iteration 60F: 3 clusters Score -1.070394e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -10703963.000000 Penalty: 3691.589111
	Iteration 61Q: 3 clusters Score -1.070396e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -10703983.000000 Penalty: 3691.589111
	Iteration 62Q: 3 clusters Score -1.070398e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -10704014.000000 Penalty: 3691.589111
	Iteration 63Q: 3 clusters Score -1.070401e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -10704035.000000 Penalty: 3691.589111
	Iteration 64Q: 3 clusters Score -1.070404e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -10704063.000000 Penalty: 3691.589111
	Iteration 65Q: 3 clusters Score -1.070406e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 81826 members 
Entering Unmasked Estep 
Score: -10704077.000000 Penalty: 3691.589111
	Iteration 66Q: 3 clusters Score -1.070408e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -10704084.000000 Penalty: 3691.589111
	Iteration 67Q: 3 clusters Score -1.070408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -10704075.000000 Penalty: 3691.589111
	Iteration 68Q: 3 clusters Score -1.070408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -10704076.000000 Penalty: 3691.589111
	Iteration 69Q: 3 clusters Score -1.070408e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -10704090.000000 Penalty: 3691.589111
	Iteration 70Q: 3 clusters Score -1.070409e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -10704098.000000 Penalty: 3691.589111
	Iteration 71Q: 3 clusters Score -1.07041e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -10704109.000000 Penalty: 3691.589111
	Iteration 72Q: 3 clusters Score -1.070411e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -10704144.000000 Penalty: 3691.589111
	Iteration 73Q: 3 clusters Score -1.070414e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 82269 members 
Entering Unmasked Estep 
Score: -10704172.000000 Penalty: 3691.589111
	Iteration 74Q: 3 clusters Score -1.070417e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -10704192.000000 Penalty: 3691.589111
	Iteration 75Q: 3 clusters Score -1.070419e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -10704206.000000 Penalty: 3691.589111
	Iteration 76Q: 3 clusters Score -1.070421e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -10704202.000000 Penalty: 3691.589111
	Iteration 77Q: 3 clusters Score -1.07042e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -10704218.000000 Penalty: 3691.589111
	Iteration 78Q: 3 clusters Score -1.070422e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -10704221.000000 Penalty: 3691.589111
	Iteration 79Q: 3 clusters Score -1.070422e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -10704221.000000 Penalty: 3691.589111
	Iteration 80F: 3 clusters Score -1.070422e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -10704231.000000 Penalty: 3691.589111
	Iteration 81Q: 3 clusters Score -1.070423e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -10704255.000000 Penalty: 3691.589111
	Iteration 82Q: 3 clusters Score -1.070426e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 82671 members 
Entering Unmasked Estep 
Score: -10704267.000000 Penalty: 3691.589111
	Iteration 83Q: 3 clusters Score -1.070427e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -10704280.000000 Penalty: 3691.589111
	Iteration 84Q: 3 clusters Score -1.070428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -10704268.000000 Penalty: 3691.589111
	Iteration 85Q: 3 clusters Score -1.070427e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -10704275.000000 Penalty: 3691.589111
	Iteration 86Q: 3 clusters Score -1.070428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -10704276.000000 Penalty: 3691.589111
	Iteration 87Q: 3 clusters Score -1.070428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -10704302.000000 Penalty: 3691.589111
	Iteration 88Q: 3 clusters Score -1.07043e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -10704293.000000 Penalty: 3691.589111
	Iteration 89Q: 3 clusters Score -1.070429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -10704295.000000 Penalty: 3691.589111
	Iteration 90Q: 3 clusters Score -1.07043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -10704300.000000 Penalty: 3691.589111
	Iteration 91Q: 3 clusters Score -1.07043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -10704293.000000 Penalty: 3691.589111
	Iteration 92Q: 3 clusters Score -1.070429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -10704302.000000 Penalty: 3691.589111
	Iteration 93Q: 3 clusters Score -1.07043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 82933 members 
Entering Unmasked Estep 
Score: -10704308.000000 Penalty: 3691.589111
	Iteration 94Q: 3 clusters Score -1.070431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 82947 members 
Entering Unmasked Estep 
Score: -10704309.000000 Penalty: 3691.589111
	Iteration 95Q: 3 clusters Score -1.070431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -10704308.000000 Penalty: 3691.589111
	Iteration 96Q: 3 clusters Score -1.070431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -10704308.000000 Penalty: 3691.589111
	Iteration 97Q: 3 clusters Score -1.070431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -10704307.000000 Penalty: 3691.589111
	Iteration 98Q: 3 clusters Score -1.070431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -10704311.000000 Penalty: 3691.589111
	Iteration 99Q: 3 clusters Score -1.070431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -10704301.000000 Penalty: 3691.589111
	Iteration 100F: 3 clusters Score -1.07043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -10704306.000000 Penalty: 3691.589111
	Iteration 101Q: 3 clusters Score -1.070431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -10704300.000000 Penalty: 3691.589111
	Iteration 102Q: 3 clusters Score -1.07043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
Score: -10704306.000000 Penalty: 3691.589111
	Iteration 103Q: 3 clusters Score -1.070431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -10704302.000000 Penalty: 3691.589111
	Iteration 104Q: 3 clusters Score -1.07043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -10704302.000000 Penalty: 3691.589111
	Iteration 105F: 3 clusters Score -1.07043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Entering Unmasked Estep 
Score: -12234899.000000 Penalty: 1866.927856
	Iteration 0F: 2 clusters Score -1.22349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -12173510.000000 Penalty: 3733.855713
	Iteration 0F: 3 clusters Score -1.217351e+07 nChanged 46692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -12200718.000000 Penalty: 3733.855713
	Iteration 1F: 3 clusters Score -1.220072e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -12201382.000000 Penalty: 3733.855713
	Iteration 2Q: 3 clusters Score -1.220138e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -12202197.000000 Penalty: 3733.855713
	Iteration 3Q: 3 clusters Score -1.22022e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -12203084.000000 Penalty: 3733.855713
	Iteration 4Q: 3 clusters Score -1.220308e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -12204319.000000 Penalty: 3733.855713
	Iteration 5Q: 3 clusters Score -1.220432e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -12206407.000000 Penalty: 3733.855713
	Iteration 6Q: 3 clusters Score -1.220641e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -12209450.000000 Penalty: 3733.855713
	Iteration 7F: 3 clusters Score -1.220945e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -12213652.000000 Penalty: 3733.855713
	Iteration 8F: 3 clusters Score -1.221365e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -12217581.000000 Penalty: 3733.855713
	Iteration 9F: 3 clusters Score -1.221758e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -12219738.000000 Penalty: 3733.855713
	Iteration 10F: 3 clusters Score -1.221974e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -12220343.000000 Penalty: 3733.855713
	Iteration 11Q: 3 clusters Score -1.222034e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -12220487.000000 Penalty: 3733.855713
	Iteration 12Q: 3 clusters Score -1.222049e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -12220535.000000 Penalty: 3733.855713
	Iteration 13Q: 3 clusters Score -1.222054e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -12220567.000000 Penalty: 3733.855713
	Iteration 14Q: 3 clusters Score -1.222057e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -12220608.000000 Penalty: 3733.855713
	Iteration 15Q: 3 clusters Score -1.222061e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -12220659.000000 Penalty: 3733.855713
	Iteration 16Q: 3 clusters Score -1.222066e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -12220682.000000 Penalty: 3733.855713
	Iteration 17Q: 3 clusters Score -1.222068e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -12220816.000000 Penalty: 3733.855713
	Iteration 18Q: 3 clusters Score -1.222082e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -12220938.000000 Penalty: 3733.855713
	Iteration 19Q: 3 clusters Score -1.222094e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -12221135.000000 Penalty: 3733.855713
	Iteration 20F: 3 clusters Score -1.222114e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -12221254.000000 Penalty: 3733.855713
	Iteration 21Q: 3 clusters Score -1.222125e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -12221484.000000 Penalty: 3733.855713
	Iteration 22Q: 3 clusters Score -1.222148e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -12221764.000000 Penalty: 3733.855713
	Iteration 23Q: 3 clusters Score -1.222176e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -12222002.000000 Penalty: 3733.855713
	Iteration 24Q: 3 clusters Score -1.2222e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -12222425.000000 Penalty: 3733.855713
	Iteration 25Q: 3 clusters Score -1.222242e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -12222882.000000 Penalty: 3733.855713
	Iteration 26Q: 3 clusters Score -1.222288e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -12223351.000000 Penalty: 3733.855713
	Iteration 27Q: 3 clusters Score -1.222335e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -12223857.000000 Penalty: 3733.855713
	Iteration 28Q: 3 clusters Score -1.222386e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -12224331.000000 Penalty: 3733.855713
	Iteration 29Q: 3 clusters Score -1.222433e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -12224970.000000 Penalty: 3733.855713
	Iteration 30Q: 3 clusters Score -1.222497e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -12225504.000000 Penalty: 3733.855713
	Iteration 31Q: 3 clusters Score -1.22255e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -12225816.000000 Penalty: 3733.855713
	Iteration 32Q: 3 clusters Score -1.222582e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -12226090.000000 Penalty: 3733.855713
	Iteration 33Q: 3 clusters Score -1.222609e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -12226158.000000 Penalty: 3733.855713
	Iteration 34Q: 3 clusters Score -1.222616e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -12226241.000000 Penalty: 3733.855713
	Iteration 35Q: 3 clusters Score -1.222624e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -12226304.000000 Penalty: 3733.855713
	Iteration 36Q: 3 clusters Score -1.22263e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -12226286.000000 Penalty: 3733.855713
	Iteration 37Q: 3 clusters Score -1.222629e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -12226343.000000 Penalty: 3733.855713
	Iteration 38Q: 3 clusters Score -1.222634e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -12226344.000000 Penalty: 3733.855713
	Iteration 39Q: 3 clusters Score -1.222634e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -12226689.000000 Penalty: 3733.855713
	Iteration 40F: 3 clusters Score -1.222669e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -12226684.000000 Penalty: 3733.855713
	Iteration 41Q: 3 clusters Score -1.222668e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -12226708.000000 Penalty: 3733.855713
	Iteration 42Q: 3 clusters Score -1.222671e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -12226742.000000 Penalty: 3733.855713
	Iteration 43Q: 3 clusters Score -1.222674e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -12226770.000000 Penalty: 3733.855713
	Iteration 44Q: 3 clusters Score -1.222677e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -12226783.000000 Penalty: 3733.855713
	Iteration 45Q: 3 clusters Score -1.222678e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -12226744.000000 Penalty: 3733.855713
	Iteration 46Q: 3 clusters Score -1.222674e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -12226776.000000 Penalty: 3733.855713
	Iteration 47Q: 3 clusters Score -1.222678e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -12226806.000000 Penalty: 3733.855713
	Iteration 48Q: 3 clusters Score -1.222681e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -12226829.000000 Penalty: 3733.855713
	Iteration 49Q: 3 clusters Score -1.222683e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -12226782.000000 Penalty: 3733.855713
	Iteration 50Q: 3 clusters Score -1.222678e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -12226733.000000 Penalty: 3733.855713
	Iteration 51Q: 3 clusters Score -1.222673e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -12226760.000000 Penalty: 3733.855713
	Iteration 52Q: 3 clusters Score -1.222676e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -12226748.000000 Penalty: 3733.855713
	Iteration 53Q: 3 clusters Score -1.222675e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -12226739.000000 Penalty: 3733.855713
	Iteration 54Q: 3 clusters Score -1.222674e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -12226742.000000 Penalty: 3733.855713
	Iteration 55Q: 3 clusters Score -1.222674e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -12226736.000000 Penalty: 3733.855713
	Iteration 56Q: 3 clusters Score -1.222674e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -12226710.000000 Penalty: 3733.855713
	Iteration 57Q: 3 clusters Score -1.222671e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -12226710.000000 Penalty: 3733.855713
	Iteration 58Q: 3 clusters Score -1.222671e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -12226699.000000 Penalty: 3733.855713
	Iteration 59Q: 3 clusters Score -1.22267e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -12226696.000000 Penalty: 3733.855713
	Iteration 60F: 3 clusters Score -1.22267e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -12226661.000000 Penalty: 3733.855713
	Iteration 61Q: 3 clusters Score -1.222666e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -12226655.000000 Penalty: 3733.855713
	Iteration 62Q: 3 clusters Score -1.222666e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -12226670.000000 Penalty: 3733.855713
	Iteration 63Q: 3 clusters Score -1.222667e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -12226672.000000 Penalty: 3733.855713
	Iteration 64Q: 3 clusters Score -1.222667e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -12226677.000000 Penalty: 3733.855713
	Iteration 65Q: 3 clusters Score -1.222668e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -12226691.000000 Penalty: 3733.855713
	Iteration 66Q: 3 clusters Score -1.222669e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -12226655.000000 Penalty: 3733.855713
	Iteration 67Q: 3 clusters Score -1.222666e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -12226677.000000 Penalty: 3733.855713
	Iteration 68Q: 3 clusters Score -1.222668e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -12226653.000000 Penalty: 3733.855713
	Iteration 69Q: 3 clusters Score -1.222665e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -12226643.000000 Penalty: 3733.855713
	Iteration 70Q: 3 clusters Score -1.222664e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -12226655.000000 Penalty: 3733.855713
	Iteration 71Q: 3 clusters Score -1.222666e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -12226665.000000 Penalty: 3733.855713
	Iteration 72Q: 3 clusters Score -1.222666e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -12226634.000000 Penalty: 3733.855713
	Iteration 73Q: 3 clusters Score -1.222663e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -12226631.000000 Penalty: 3733.855713
	Iteration 74Q: 3 clusters Score -1.222663e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -12226612.000000 Penalty: 3733.855713
	Iteration 75Q: 3 clusters Score -1.222661e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -12226610.000000 Penalty: 3733.855713
	Iteration 76Q: 3 clusters Score -1.222661e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -12226620.000000 Penalty: 3733.855713
	Iteration 77Q: 3 clusters Score -1.222662e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -12226633.000000 Penalty: 3733.855713
	Iteration 78Q: 3 clusters Score -1.222663e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -12226604.000000 Penalty: 3733.855713
	Iteration 79Q: 3 clusters Score -1.22266e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69181 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -12226592.000000 Penalty: 3733.855713
	Iteration 80F: 3 clusters Score -1.222659e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -12226600.000000 Penalty: 3733.855713
	Iteration 81Q: 3 clusters Score -1.22266e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69280 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -12226600.000000 Penalty: 3733.855713
	Iteration 82Q: 3 clusters Score -1.22266e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -12226619.000000 Penalty: 3733.855713
	Iteration 83Q: 3 clusters Score -1.222662e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -12226611.000000 Penalty: 3733.855713
	Iteration 84Q: 3 clusters Score -1.222661e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -12226597.000000 Penalty: 3733.855713
	Iteration 85Q: 3 clusters Score -1.22266e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -12226581.000000 Penalty: 3733.855713
	Iteration 86Q: 3 clusters Score -1.222658e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -12226577.000000 Penalty: 3733.855713
	Iteration 87Q: 3 clusters Score -1.222658e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -12226578.000000 Penalty: 3733.855713
	Iteration 88Q: 3 clusters Score -1.222658e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69558 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -12226585.000000 Penalty: 3733.855713
	Iteration 89Q: 3 clusters Score -1.222658e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -12226592.000000 Penalty: 3733.855713
	Iteration 90Q: 3 clusters Score -1.222659e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -12226605.000000 Penalty: 3733.855713
	Iteration 91Q: 3 clusters Score -1.22266e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -12226618.000000 Penalty: 3733.855713
	Iteration 92Q: 3 clusters Score -1.222662e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -12226617.000000 Penalty: 3733.855713
	Iteration 93Q: 3 clusters Score -1.222662e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -12226612.000000 Penalty: 3733.855713
	Iteration 94Q: 3 clusters Score -1.222661e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -12226597.000000 Penalty: 3733.855713
	Iteration 95Q: 3 clusters Score -1.22266e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -12226608.000000 Penalty: 3733.855713
	Iteration 96Q: 3 clusters Score -1.222661e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -12226602.000000 Penalty: 3733.855713
	Iteration 97Q: 3 clusters Score -1.22266e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -12226602.000000 Penalty: 3733.855713
	Iteration 98Q: 3 clusters Score -1.22266e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -12226593.000000 Penalty: 3733.855713
	Iteration 99Q: 3 clusters Score -1.222659e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -12226614.000000 Penalty: 3733.855713
	Iteration 100F: 3 clusters Score -1.222661e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -12226644.000000 Penalty: 3733.855713
	Iteration 101Q: 3 clusters Score -1.222664e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -12226644.000000 Penalty: 3733.855713
	Iteration 102Q: 3 clusters Score -1.222664e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -12226642.000000 Penalty: 3733.855713
	Iteration 103Q: 3 clusters Score -1.222664e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -12226661.000000 Penalty: 3733.855713
	Iteration 104Q: 3 clusters Score -1.222666e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -12226655.000000 Penalty: 3733.855713
	Iteration 105Q: 3 clusters Score -1.222666e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -12226641.000000 Penalty: 3733.855713
	Iteration 106Q: 3 clusters Score -1.222664e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70621 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -12226647.000000 Penalty: 3733.855713
	Iteration 107Q: 3 clusters Score -1.222665e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -12226655.000000 Penalty: 3733.855713
	Iteration 108Q: 3 clusters Score -1.222666e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -12226667.000000 Penalty: 3733.855713
	Iteration 109Q: 3 clusters Score -1.222667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -12226686.000000 Penalty: 3733.855713
	Iteration 110Q: 3 clusters Score -1.222669e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -12226666.000000 Penalty: 3733.855713
	Iteration 111Q: 3 clusters Score -1.222667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -12226672.000000 Penalty: 3733.855713
	Iteration 112Q: 3 clusters Score -1.222667e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -12226649.000000 Penalty: 3733.855713
	Iteration 113Q: 3 clusters Score -1.222665e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -12226673.000000 Penalty: 3733.855713
	Iteration 114Q: 3 clusters Score -1.222667e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -12226653.000000 Penalty: 3733.855713
	Iteration 115Q: 3 clusters Score -1.222665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -12226644.000000 Penalty: 3733.855713
	Iteration 116Q: 3 clusters Score -1.222664e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -12226643.000000 Penalty: 3733.855713
	Iteration 117Q: 3 clusters Score -1.222664e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -12226642.000000 Penalty: 3733.855713
	Iteration 118Q: 3 clusters Score -1.222664e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -12226647.000000 Penalty: 3733.855713
	Iteration 119Q: 3 clusters Score -1.222665e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -12226648.000000 Penalty: 3733.855713
	Iteration 120F: 3 clusters Score -1.222665e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -12226649.000000 Penalty: 3733.855713
	Iteration 121Q: 3 clusters Score -1.222665e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -12226654.000000 Penalty: 3733.855713
	Iteration 122Q: 3 clusters Score -1.222665e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -12226662.000000 Penalty: 3733.855713
	Iteration 123Q: 3 clusters Score -1.222666e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -12226671.000000 Penalty: 3733.855713
	Iteration 124Q: 3 clusters Score -1.222667e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -12226676.000000 Penalty: 3733.855713
	Iteration 125Q: 3 clusters Score -1.222668e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -12226670.000000 Penalty: 3733.855713
	Iteration 126Q: 3 clusters Score -1.222667e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -12226660.000000 Penalty: 3733.855713
	Iteration 127Q: 3 clusters Score -1.222666e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -12226661.000000 Penalty: 3733.855713
	Iteration 128Q: 3 clusters Score -1.222666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -12226656.000000 Penalty: 3733.855713
	Iteration 129Q: 3 clusters Score -1.222666e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -12226663.000000 Penalty: 3733.855713
	Iteration 130Q: 3 clusters Score -1.222666e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -12226654.000000 Penalty: 3733.855713
	Iteration 131Q: 3 clusters Score -1.222665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -12226646.000000 Penalty: 3733.855713
	Iteration 132Q: 3 clusters Score -1.222665e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71646 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -12226639.000000 Penalty: 3733.855713
	Iteration 133Q: 3 clusters Score -1.222664e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71679 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -12226648.000000 Penalty: 3733.855713
	Iteration 134Q: 3 clusters Score -1.222665e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -12226649.000000 Penalty: 3733.855713
	Iteration 135Q: 3 clusters Score -1.222665e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -12226645.000000 Penalty: 3733.855713
	Iteration 136Q: 3 clusters Score -1.222664e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -12226641.000000 Penalty: 3733.855713
	Iteration 137Q: 3 clusters Score -1.222664e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -12226643.000000 Penalty: 3733.855713
	Iteration 138Q: 3 clusters Score -1.222664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -12226654.000000 Penalty: 3733.855713
	Iteration 139Q: 3 clusters Score -1.222665e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -12226646.000000 Penalty: 3733.855713
	Iteration 140F: 3 clusters Score -1.222665e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -12226641.000000 Penalty: 3733.855713
	Iteration 141Q: 3 clusters Score -1.222664e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -12226636.000000 Penalty: 3733.855713
	Iteration 142Q: 3 clusters Score -1.222664e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72109 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -12226628.000000 Penalty: 3733.855713
	Iteration 143Q: 3 clusters Score -1.222663e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -12226630.000000 Penalty: 3733.855713
	Iteration 144Q: 3 clusters Score -1.222663e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -12226625.000000 Penalty: 3733.855713
	Iteration 145Q: 3 clusters Score -1.222662e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -12226633.000000 Penalty: 3733.855713
	Iteration 146Q: 3 clusters Score -1.222663e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -12226631.000000 Penalty: 3733.855713
	Iteration 147Q: 3 clusters Score -1.222663e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -12226623.000000 Penalty: 3733.855713
	Iteration 148Q: 3 clusters Score -1.222662e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -12226653.000000 Penalty: 3733.855713
	Iteration 149Q: 3 clusters Score -1.222665e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -12226670.000000 Penalty: 3733.855713
	Iteration 150Q: 3 clusters Score -1.222667e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -12226680.000000 Penalty: 3733.855713
	Iteration 151Q: 3 clusters Score -1.222668e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -12226672.000000 Penalty: 3733.855713
	Iteration 152Q: 3 clusters Score -1.222667e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -12226689.000000 Penalty: 3733.855713
	Iteration 153Q: 3 clusters Score -1.222669e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -12226672.000000 Penalty: 3733.855713
	Iteration 154Q: 3 clusters Score -1.222667e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -12226698.000000 Penalty: 3733.855713
	Iteration 155Q: 3 clusters Score -1.22267e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -12226696.000000 Penalty: 3733.855713
	Iteration 156Q: 3 clusters Score -1.22267e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -12226697.000000 Penalty: 3733.855713
	Iteration 157Q: 3 clusters Score -1.22267e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -12226702.000000 Penalty: 3733.855713
	Iteration 158Q: 3 clusters Score -1.22267e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -12226695.000000 Penalty: 3733.855713
	Iteration 159Q: 3 clusters Score -1.22267e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -12226689.000000 Penalty: 3733.855713
	Iteration 160F: 3 clusters Score -1.222669e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -12226693.000000 Penalty: 3733.855713
	Iteration 161Q: 3 clusters Score -1.222669e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -12226731.000000 Penalty: 3733.855713
	Iteration 162Q: 3 clusters Score -1.222673e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74172 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -12226759.000000 Penalty: 3733.855713
	Iteration 163Q: 3 clusters Score -1.222676e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -12226798.000000 Penalty: 3733.855713
	Iteration 164Q: 3 clusters Score -1.22268e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -12226824.000000 Penalty: 3733.855713
	Iteration 165Q: 3 clusters Score -1.222682e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -12226864.000000 Penalty: 3733.855713
	Iteration 166Q: 3 clusters Score -1.222686e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -12226867.000000 Penalty: 3733.855713
	Iteration 167Q: 3 clusters Score -1.222687e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -12226901.000000 Penalty: 3733.855713
	Iteration 168Q: 3 clusters Score -1.22269e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75426 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -12226935.000000 Penalty: 3733.855713
	Iteration 169Q: 3 clusters Score -1.222694e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -12226946.000000 Penalty: 3733.855713
	Iteration 170Q: 3 clusters Score -1.222695e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -12226951.000000 Penalty: 3733.855713
	Iteration 171Q: 3 clusters Score -1.222695e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76004 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -12226954.000000 Penalty: 3733.855713
	Iteration 172Q: 3 clusters Score -1.222695e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -12226979.000000 Penalty: 3733.855713
	Iteration 173Q: 3 clusters Score -1.222698e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -12226992.000000 Penalty: 3733.855713
	Iteration 174Q: 3 clusters Score -1.222699e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -12226977.000000 Penalty: 3733.855713
	Iteration 175Q: 3 clusters Score -1.222698e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -12226952.000000 Penalty: 3733.855713
	Iteration 176Q: 3 clusters Score -1.222695e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -12226962.000000 Penalty: 3733.855713
	Iteration 177Q: 3 clusters Score -1.222696e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -12226970.000000 Penalty: 3733.855713
	Iteration 178Q: 3 clusters Score -1.222697e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -12227025.000000 Penalty: 3733.855713
	Iteration 179Q: 3 clusters Score -1.222702e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -12227035.000000 Penalty: 3733.855713
	Iteration 180F: 3 clusters Score -1.222704e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -12227029.000000 Penalty: 3733.855713
	Iteration 181Q: 3 clusters Score -1.222703e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -12227006.000000 Penalty: 3733.855713
	Iteration 182Q: 3 clusters Score -1.222701e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77651 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -12226994.000000 Penalty: 3733.855713
	Iteration 183Q: 3 clusters Score -1.222699e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -12227027.000000 Penalty: 3733.855713
	Iteration 184Q: 3 clusters Score -1.222703e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -12227042.000000 Penalty: 3733.855713
	Iteration 185Q: 3 clusters Score -1.222704e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -12227020.000000 Penalty: 3733.855713
	Iteration 186Q: 3 clusters Score -1.222702e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -12227016.000000 Penalty: 3733.855713
	Iteration 187Q: 3 clusters Score -1.222702e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -12227007.000000 Penalty: 3733.855713
	Iteration 188Q: 3 clusters Score -1.222701e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -12226998.000000 Penalty: 3733.855713
	Iteration 189Q: 3 clusters Score -1.2227e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -12227013.000000 Penalty: 3733.855713
	Iteration 190Q: 3 clusters Score -1.222701e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -12227018.000000 Penalty: 3733.855713
	Iteration 191Q: 3 clusters Score -1.222702e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -12227023.000000 Penalty: 3733.855713
	Iteration 192Q: 3 clusters Score -1.222702e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -12227040.000000 Penalty: 3733.855713
	Iteration 193Q: 3 clusters Score -1.222704e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -12227057.000000 Penalty: 3733.855713
	Iteration 194Q: 3 clusters Score -1.222706e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -12227040.000000 Penalty: 3733.855713
	Iteration 195Q: 3 clusters Score -1.222704e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -12227060.000000 Penalty: 3733.855713
	Iteration 196Q: 3 clusters Score -1.222706e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -12227080.000000 Penalty: 3733.855713
	Iteration 197Q: 3 clusters Score -1.222708e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -12227096.000000 Penalty: 3733.855713
	Iteration 198Q: 3 clusters Score -1.22271e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -12227095.000000 Penalty: 3733.855713
	Iteration 199Q: 3 clusters Score -1.22271e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79993 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -12227099.000000 Penalty: 3733.855713
	Iteration 200F: 3 clusters Score -1.22271e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -12227092.000000 Penalty: 3733.855713
	Iteration 201Q: 3 clusters Score -1.222709e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -12227091.000000 Penalty: 3733.855713
	Iteration 202Q: 3 clusters Score -1.222709e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -12227097.000000 Penalty: 3733.855713
	Iteration 203Q: 3 clusters Score -1.22271e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -12227117.000000 Penalty: 3733.855713
	Iteration 204Q: 3 clusters Score -1.222712e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80487 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -12227139.000000 Penalty: 3733.855713
	Iteration 205Q: 3 clusters Score -1.222714e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -12227154.000000 Penalty: 3733.855713
	Iteration 206Q: 3 clusters Score -1.222715e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -12227127.000000 Penalty: 3733.855713
	Iteration 207Q: 3 clusters Score -1.222713e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -12227166.000000 Penalty: 3733.855713
	Iteration 208Q: 3 clusters Score -1.222717e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -12227178.000000 Penalty: 3733.855713
	Iteration 209Q: 3 clusters Score -1.222718e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -12227158.000000 Penalty: 3733.855713
	Iteration 210Q: 3 clusters Score -1.222716e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -12227197.000000 Penalty: 3733.855713
	Iteration 211Q: 3 clusters Score -1.22272e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -12227219.000000 Penalty: 3733.855713
	Iteration 212Q: 3 clusters Score -1.222722e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -12227286.000000 Penalty: 3733.855713
	Iteration 213Q: 3 clusters Score -1.222729e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -12227370.000000 Penalty: 3733.855713
	Iteration 214Q: 3 clusters Score -1.222737e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -12227409.000000 Penalty: 3733.855713
	Iteration 215Q: 3 clusters Score -1.222741e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -12227391.000000 Penalty: 3733.855713
	Iteration 216Q: 3 clusters Score -1.222739e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81469 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -12227432.000000 Penalty: 3733.855713
	Iteration 217Q: 3 clusters Score -1.222743e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -12227493.000000 Penalty: 3733.855713
	Iteration 218Q: 3 clusters Score -1.222749e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -12227557.000000 Penalty: 3733.855713
	Iteration 219Q: 3 clusters Score -1.222756e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -12227601.000000 Penalty: 3733.855713
	Iteration 220F: 3 clusters Score -1.22276e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -12227655.000000 Penalty: 3733.855713
	Iteration 221Q: 3 clusters Score -1.222766e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -12227710.000000 Penalty: 3733.855713
	Iteration 222Q: 3 clusters Score -1.222771e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -12227791.000000 Penalty: 3733.855713
	Iteration 223Q: 3 clusters Score -1.222779e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -12227881.000000 Penalty: 3733.855713
	Iteration 224Q: 3 clusters Score -1.222788e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -12228029.000000 Penalty: 3733.855713
	Iteration 225Q: 3 clusters Score -1.222803e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -12228119.000000 Penalty: 3733.855713
	Iteration 226Q: 3 clusters Score -1.222812e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -12228223.000000 Penalty: 3733.855713
	Iteration 227Q: 3 clusters Score -1.222822e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -12228360.000000 Penalty: 3733.855713
	Iteration 228Q: 3 clusters Score -1.222836e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -12228468.000000 Penalty: 3733.855713
	Iteration 229Q: 3 clusters Score -1.222847e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -12228591.000000 Penalty: 3733.855713
	Iteration 230Q: 3 clusters Score -1.222859e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -12228731.000000 Penalty: 3733.855713
	Iteration 231Q: 3 clusters Score -1.222873e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82957 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -12228832.000000 Penalty: 3733.855713
	Iteration 232Q: 3 clusters Score -1.222883e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -12228950.000000 Penalty: 3733.855713
	Iteration 233Q: 3 clusters Score -1.222895e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -12229059.000000 Penalty: 3733.855713
	Iteration 234Q: 3 clusters Score -1.222906e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -12229178.000000 Penalty: 3733.855713
	Iteration 235Q: 3 clusters Score -1.222918e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -12229342.000000 Penalty: 3733.855713
	Iteration 236Q: 3 clusters Score -1.222934e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83778 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -12229469.000000 Penalty: 3733.855713
	Iteration 237Q: 3 clusters Score -1.222947e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -12229615.000000 Penalty: 3733.855713
	Iteration 238Q: 3 clusters Score -1.222962e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84231 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -12229822.000000 Penalty: 3733.855713
	Iteration 239Q: 3 clusters Score -1.222982e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -12230039.000000 Penalty: 3733.855713
	Iteration 240F: 3 clusters Score -1.223004e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -12230240.000000 Penalty: 3733.855713
	Iteration 241Q: 3 clusters Score -1.223024e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -12230495.000000 Penalty: 3733.855713
	Iteration 242Q: 3 clusters Score -1.22305e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -12230794.000000 Penalty: 3733.855713
	Iteration 243Q: 3 clusters Score -1.223079e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -12231089.000000 Penalty: 3733.855713
	Iteration 244Q: 3 clusters Score -1.223109e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -12231421.000000 Penalty: 3733.855713
	Iteration 245Q: 3 clusters Score -1.223142e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -12231600.000000 Penalty: 3733.855713
	Iteration 246Q: 3 clusters Score -1.22316e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -12231742.000000 Penalty: 3733.855713
	Iteration 247Q: 3 clusters Score -1.223174e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -12231907.000000 Penalty: 3733.855713
	Iteration 248Q: 3 clusters Score -1.223191e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -12232068.000000 Penalty: 3733.855713
	Iteration 249Q: 3 clusters Score -1.223207e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -12232206.000000 Penalty: 3733.855713
	Iteration 250Q: 3 clusters Score -1.223221e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -12232369.000000 Penalty: 3733.855713
	Iteration 251Q: 3 clusters Score -1.223237e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88607 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -12232535.000000 Penalty: 3733.855713
	Iteration 252Q: 3 clusters Score -1.223254e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -12232719.000000 Penalty: 3733.855713
	Iteration 253Q: 3 clusters Score -1.223272e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -12232839.000000 Penalty: 3733.855713
	Iteration 254Q: 3 clusters Score -1.223284e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -12233000.000000 Penalty: 3733.855713
	Iteration 255Q: 3 clusters Score -1.2233e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -12233161.000000 Penalty: 3733.855713
	Iteration 256Q: 3 clusters Score -1.223316e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90638 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -12233231.000000 Penalty: 3733.855713
	Iteration 257Q: 3 clusters Score -1.223323e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -12233325.000000 Penalty: 3733.855713
	Iteration 258Q: 3 clusters Score -1.223332e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -12233381.000000 Penalty: 3733.855713
	Iteration 259Q: 3 clusters Score -1.223338e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -12233421.000000 Penalty: 3733.855713
	Iteration 260F: 3 clusters Score -1.223342e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -12233445.000000 Penalty: 3733.855713
	Iteration 261Q: 3 clusters Score -1.223344e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -12233512.000000 Penalty: 3733.855713
	Iteration 262Q: 3 clusters Score -1.223351e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -12233583.000000 Penalty: 3733.855713
	Iteration 263Q: 3 clusters Score -1.223358e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93185 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -12233604.000000 Penalty: 3733.855713
	Iteration 264Q: 3 clusters Score -1.22336e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -12233644.000000 Penalty: 3733.855713
	Iteration 265Q: 3 clusters Score -1.223364e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -12233677.000000 Penalty: 3733.855713
	Iteration 266Q: 3 clusters Score -1.223368e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -12233731.000000 Penalty: 3733.855713
	Iteration 267Q: 3 clusters Score -1.223373e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -12233730.000000 Penalty: 3733.855713
	Iteration 268Q: 3 clusters Score -1.223373e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94642 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -12233739.000000 Penalty: 3733.855713
	Iteration 269Q: 3 clusters Score -1.223374e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -12233794.000000 Penalty: 3733.855713
	Iteration 270Q: 3 clusters Score -1.223379e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -12233816.000000 Penalty: 3733.855713
	Iteration 271Q: 3 clusters Score -1.223382e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95276 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -12233808.000000 Penalty: 3733.855713
	Iteration 272Q: 3 clusters Score -1.223381e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95419 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -12233778.000000 Penalty: 3733.855713
	Iteration 273Q: 3 clusters Score -1.223378e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -12233781.000000 Penalty: 3733.855713
	Iteration 274Q: 3 clusters Score -1.223378e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95637 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -12233783.000000 Penalty: 3733.855713
	Iteration 275Q: 3 clusters Score -1.223378e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -12233793.000000 Penalty: 3733.855713
	Iteration 276Q: 3 clusters Score -1.223379e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -12233796.000000 Penalty: 3733.855713
	Iteration 277Q: 3 clusters Score -1.22338e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95892 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -12233814.000000 Penalty: 3733.855713
	Iteration 278Q: 3 clusters Score -1.223381e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -12233808.000000 Penalty: 3733.855713
	Iteration 279Q: 3 clusters Score -1.223381e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -12233805.000000 Penalty: 3733.855713
	Iteration 280F: 3 clusters Score -1.22338e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -12233838.000000 Penalty: 3733.855713
	Iteration 281Q: 3 clusters Score -1.223384e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -12233826.000000 Penalty: 3733.855713
	Iteration 282Q: 3 clusters Score -1.223383e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -12233815.000000 Penalty: 3733.855713
	Iteration 283Q: 3 clusters Score -1.223382e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -12233819.000000 Penalty: 3733.855713
	Iteration 284Q: 3 clusters Score -1.223382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -12233830.000000 Penalty: 3733.855713
	Iteration 285Q: 3 clusters Score -1.223383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12233831.000000 Penalty: 3733.855713
	Iteration 286Q: 3 clusters Score -1.223383e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -12233845.000000 Penalty: 3733.855713
	Iteration 287Q: 3 clusters Score -1.223384e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -12233844.000000 Penalty: 3733.855713
	Iteration 288Q: 3 clusters Score -1.223384e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12233845.000000 Penalty: 3733.855713
	Iteration 289Q: 3 clusters Score -1.223384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -12233845.000000 Penalty: 3733.855713
	Iteration 290Q: 3 clusters Score -1.223384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -12233838.000000 Penalty: 3733.855713
	Iteration 291Q: 3 clusters Score -1.223384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12233835.000000 Penalty: 3733.855713
	Iteration 292Q: 3 clusters Score -1.223384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -12233811.000000 Penalty: 3733.855713
	Iteration 293Q: 3 clusters Score -1.223381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -12233815.000000 Penalty: 3733.855713
	Iteration 294Q: 3 clusters Score -1.223382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -12233825.000000 Penalty: 3733.855713
	Iteration 295Q: 3 clusters Score -1.223382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12233815.000000 Penalty: 3733.855713
	Iteration 296Q: 3 clusters Score -1.223382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12233832.000000 Penalty: 3733.855713
	Iteration 297Q: 3 clusters Score -1.223383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96525 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12233823.000000 Penalty: 3733.855713
	Iteration 298Q: 3 clusters Score -1.223382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12233841.000000 Penalty: 3733.855713
	Iteration 299Q: 3 clusters Score -1.223384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96539 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -12233848.000000 Penalty: 3733.855713
	Iteration 300F: 3 clusters Score -1.223385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96547 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12233854.000000 Penalty: 3733.855713
	Iteration 301Q: 3 clusters Score -1.223385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12233863.000000 Penalty: 3733.855713
	Iteration 302Q: 3 clusters Score -1.223386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12233860.000000 Penalty: 3733.855713
	Iteration 303Q: 3 clusters Score -1.223386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12233856.000000 Penalty: 3733.855713
	Iteration 304Q: 3 clusters Score -1.223386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96547 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12233857.000000 Penalty: 3733.855713
	Iteration 305Q: 3 clusters Score -1.223386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -12233858.000000 Penalty: 3733.855713
	Iteration 306Q: 3 clusters Score -1.223386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12233856.000000 Penalty: 3733.855713
	Iteration 307Q: 3 clusters Score -1.223386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12233857.000000 Penalty: 3733.855713
	Iteration 308Q: 3 clusters Score -1.223386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96564 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12233841.000000 Penalty: 3733.855713
	Iteration 309Q: 3 clusters Score -1.223384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12233851.000000 Penalty: 3733.855713
	Iteration 310Q: 3 clusters Score -1.223385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -12233849.000000 Penalty: 3733.855713
	Iteration 311Q: 3 clusters Score -1.223385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -12233844.000000 Penalty: 3733.855713
	Iteration 312Q: 3 clusters Score -1.223384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12233843.000000 Penalty: 3733.855713
	Iteration 313Q: 3 clusters Score -1.223384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12233848.000000 Penalty: 3733.855713
	Iteration 314Q: 3 clusters Score -1.223385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -12233839.000000 Penalty: 3733.855713
	Iteration 315Q: 3 clusters Score -1.223384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12233833.000000 Penalty: 3733.855713
	Iteration 316Q: 3 clusters Score -1.223383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12233832.000000 Penalty: 3733.855713
	Iteration 317Q: 3 clusters Score -1.223383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12233839.000000 Penalty: 3733.855713
	Iteration 318Q: 3 clusters Score -1.223384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96601 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12233840.000000 Penalty: 3733.855713
	Iteration 319Q: 3 clusters Score -1.223384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12233843.000000 Penalty: 3733.855713
	Iteration 320F: 3 clusters Score -1.223384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12233840.000000 Penalty: 3733.855713
	Iteration 321Q: 3 clusters Score -1.223384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96611 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12233839.000000 Penalty: 3733.855713
	Iteration 322Q: 3 clusters Score -1.223384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96615 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12233847.000000 Penalty: 3733.855713
	Iteration 323Q: 3 clusters Score -1.223385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12233847.000000 Penalty: 3733.855713
	Iteration 324Q: 3 clusters Score -1.223385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96620 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12233847.000000 Penalty: 3733.855713
	Iteration 325Q: 3 clusters Score -1.223385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12233843.000000 Penalty: 3733.855713
	Iteration 326Q: 3 clusters Score -1.223384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12233849.000000 Penalty: 3733.855713
	Iteration 327Q: 3 clusters Score -1.223385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12233850.000000 Penalty: 3733.855713
	Iteration 328Q: 3 clusters Score -1.223385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12233854.000000 Penalty: 3733.855713
	Iteration 329Q: 3 clusters Score -1.223385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12233837.000000 Penalty: 3733.855713
	Iteration 330Q: 3 clusters Score -1.223384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12233841.000000 Penalty: 3733.855713
	Iteration 331Q: 3 clusters Score -1.223384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12233855.000000 Penalty: 3733.855713
	Iteration 332Q: 3 clusters Score -1.223386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12233844.000000 Penalty: 3733.855713
	Iteration 333Q: 3 clusters Score -1.223384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12233846.000000 Penalty: 3733.855713
	Iteration 334Q: 3 clusters Score -1.223385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12233841.000000 Penalty: 3733.855713
	Iteration 335Q: 3 clusters Score -1.223384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12233851.000000 Penalty: 3733.855713
	Iteration 336Q: 3 clusters Score -1.223385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12233847.000000 Penalty: 3733.855713
	Iteration 337Q: 3 clusters Score -1.223385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12233845.000000 Penalty: 3733.855713
	Iteration 338Q: 3 clusters Score -1.223384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96649 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12233850.000000 Penalty: 3733.855713
	Iteration 339Q: 3 clusters Score -1.223385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96649 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12233850.000000 Penalty: 3733.855713
	Iteration 340F: 3 clusters Score -1.223385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Entering Unmasked Estep 
Score: -9893192.000000 Penalty: 1832.695557
	Iteration 0F: 2 clusters Score -9893192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -9841014.000000 Penalty: 3665.391113
	Iteration 0F: 3 clusters Score -9841014 nChanged 37514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -9862358.000000 Penalty: 3665.391113
	Iteration 1F: 3 clusters Score -9862358 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -9862988.000000 Penalty: 3665.391113
	Iteration 2Q: 3 clusters Score -9862988 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -9863725.000000 Penalty: 3665.391113
	Iteration 3Q: 3 clusters Score -9863725 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -9864830.000000 Penalty: 3665.391113
	Iteration 4Q: 3 clusters Score -9864830 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -9866142.000000 Penalty: 3665.391113
	Iteration 5Q: 3 clusters Score -9866142 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -9868003.000000 Penalty: 3665.391113
	Iteration 6Q: 3 clusters Score -9868003 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -9870893.000000 Penalty: 3665.391113
	Iteration 7F: 3 clusters Score -9870893 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -9874757.000000 Penalty: 3665.391113
	Iteration 8F: 3 clusters Score -9874757 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -9878694.000000 Penalty: 3665.391113
	Iteration 9F: 3 clusters Score -9878694 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -9881165.000000 Penalty: 3665.391113
	Iteration 10F: 3 clusters Score -9881165 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -9882166.000000 Penalty: 3665.391113
	Iteration 11Q: 3 clusters Score -9882166 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -9882635.000000 Penalty: 3665.391113
	Iteration 12Q: 3 clusters Score -9882635 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -9882887.000000 Penalty: 3665.391113
	Iteration 13Q: 3 clusters Score -9882887 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -9883204.000000 Penalty: 3665.391113
	Iteration 14Q: 3 clusters Score -9883204 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -9883453.000000 Penalty: 3665.391113
	Iteration 15Q: 3 clusters Score -9883453 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -9883719.000000 Penalty: 3665.391113
	Iteration 16Q: 3 clusters Score -9883719 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -9883932.000000 Penalty: 3665.391113
	Iteration 17Q: 3 clusters Score -9883932 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -9884155.000000 Penalty: 3665.391113
	Iteration 18Q: 3 clusters Score -9884155 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -9884299.000000 Penalty: 3665.391113
	Iteration 19Q: 3 clusters Score -9884299 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -9884504.000000 Penalty: 3665.391113
	Iteration 20F: 3 clusters Score -9884504 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -9884703.000000 Penalty: 3665.391113
	Iteration 21Q: 3 clusters Score -9884703 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -9884907.000000 Penalty: 3665.391113
	Iteration 22Q: 3 clusters Score -9884907 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -9885000.000000 Penalty: 3665.391113
	Iteration 23Q: 3 clusters Score -9885000 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -9885105.000000 Penalty: 3665.391113
	Iteration 24Q: 3 clusters Score -9885105 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -9885325.000000 Penalty: 3665.391113
	Iteration 25Q: 3 clusters Score -9885325 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -9885481.000000 Penalty: 3665.391113
	Iteration 26Q: 3 clusters Score -9885481 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -9885686.000000 Penalty: 3665.391113
	Iteration 27Q: 3 clusters Score -9885686 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -9885851.000000 Penalty: 3665.391113
	Iteration 28Q: 3 clusters Score -9885851 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -9886022.000000 Penalty: 3665.391113
	Iteration 29Q: 3 clusters Score -9886022 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -9886261.000000 Penalty: 3665.391113
	Iteration 30Q: 3 clusters Score -9886261 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -9886518.000000 Penalty: 3665.391113
	Iteration 31Q: 3 clusters Score -9886518 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -9886806.000000 Penalty: 3665.391113
	Iteration 32Q: 3 clusters Score -9886806 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -9887100.000000 Penalty: 3665.391113
	Iteration 33Q: 3 clusters Score -9887100 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -9887420.000000 Penalty: 3665.391113
	Iteration 34Q: 3 clusters Score -9887420 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -9887750.000000 Penalty: 3665.391113
	Iteration 35Q: 3 clusters Score -9887750 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -9888073.000000 Penalty: 3665.391113
	Iteration 36Q: 3 clusters Score -9888073 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -9888439.000000 Penalty: 3665.391113
	Iteration 37Q: 3 clusters Score -9888439 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -9888773.000000 Penalty: 3665.391113
	Iteration 38Q: 3 clusters Score -9888773 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -9889103.000000 Penalty: 3665.391113
	Iteration 39Q: 3 clusters Score -9889103 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -9889369.000000 Penalty: 3665.391113
	Iteration 40F: 3 clusters Score -9889369 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -9889647.000000 Penalty: 3665.391113
	Iteration 41Q: 3 clusters Score -9889647 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -9889928.000000 Penalty: 3665.391113
	Iteration 42Q: 3 clusters Score -9889928 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -9890224.000000 Penalty: 3665.391113
	Iteration 43Q: 3 clusters Score -9890224 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -9890470.000000 Penalty: 3665.391113
	Iteration 44Q: 3 clusters Score -9890470 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -9890676.000000 Penalty: 3665.391113
	Iteration 45Q: 3 clusters Score -9890676 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -9890829.000000 Penalty: 3665.391113
	Iteration 46Q: 3 clusters Score -9890829 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -9890975.000000 Penalty: 3665.391113
	Iteration 47Q: 3 clusters Score -9890975 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -9891098.000000 Penalty: 3665.391113
	Iteration 48Q: 3 clusters Score -9891098 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -9891176.000000 Penalty: 3665.391113
	Iteration 49Q: 3 clusters Score -9891176 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -9891254.000000 Penalty: 3665.391113
	Iteration 50Q: 3 clusters Score -9891254 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9891301.000000 Penalty: 3665.391113
	Iteration 51Q: 3 clusters Score -9891301 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -9891352.000000 Penalty: 3665.391113
	Iteration 52Q: 3 clusters Score -9891352 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -9891401.000000 Penalty: 3665.391113
	Iteration 53Q: 3 clusters Score -9891401 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -9891425.000000 Penalty: 3665.391113
	Iteration 54Q: 3 clusters Score -9891425 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76666 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -9891435.000000 Penalty: 3665.391113
	Iteration 55Q: 3 clusters Score -9891435 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -9891466.000000 Penalty: 3665.391113
	Iteration 56Q: 3 clusters Score -9891466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76796 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -9891478.000000 Penalty: 3665.391113
	Iteration 57Q: 3 clusters Score -9891478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -9891491.000000 Penalty: 3665.391113
	Iteration 58Q: 3 clusters Score -9891491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -9891504.000000 Penalty: 3665.391113
	Iteration 59Q: 3 clusters Score -9891504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -9891512.000000 Penalty: 3665.391113
	Iteration 60F: 3 clusters Score -9891512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9891514.000000 Penalty: 3665.391113
	Iteration 61Q: 3 clusters Score -9891514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9891515.000000 Penalty: 3665.391113
	Iteration 62Q: 3 clusters Score -9891515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9891533.000000 Penalty: 3665.391113
	Iteration 63Q: 3 clusters Score -9891533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9891544.000000 Penalty: 3665.391113
	Iteration 64Q: 3 clusters Score -9891544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9891566.000000 Penalty: 3665.391113
	Iteration 65Q: 3 clusters Score -9891566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9891577.000000 Penalty: 3665.391113
	Iteration 66Q: 3 clusters Score -9891577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9891581.000000 Penalty: 3665.391113
	Iteration 67Q: 3 clusters Score -9891581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77182 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9891585.000000 Penalty: 3665.391113
	Iteration 68Q: 3 clusters Score -9891585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9891592.000000 Penalty: 3665.391113
	Iteration 69Q: 3 clusters Score -9891592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9891593.000000 Penalty: 3665.391113
	Iteration 70Q: 3 clusters Score -9891593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9891601.000000 Penalty: 3665.391113
	Iteration 71Q: 3 clusters Score -9891601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9891604.000000 Penalty: 3665.391113
	Iteration 72Q: 3 clusters Score -9891604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9891613.000000 Penalty: 3665.391113
	Iteration 73Q: 3 clusters Score -9891613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77233 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9891610.000000 Penalty: 3665.391113
	Iteration 74Q: 3 clusters Score -9891610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9891616.000000 Penalty: 3665.391113
	Iteration 75Q: 3 clusters Score -9891616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9891611.000000 Penalty: 3665.391113
	Iteration 76Q: 3 clusters Score -9891611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9891611.000000 Penalty: 3665.391113
	Iteration 77Q: 3 clusters Score -9891611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -9891603.000000 Penalty: 3665.391113
	Iteration 78Q: 3 clusters Score -9891603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9891605.000000 Penalty: 3665.391113
	Iteration 79Q: 3 clusters Score -9891605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -9891617.000000 Penalty: 3665.391113
	Iteration 80F: 3 clusters Score -9891617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77289 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9891612.000000 Penalty: 3665.391113
	Iteration 81Q: 3 clusters Score -9891612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9891614.000000 Penalty: 3665.391113
	Iteration 82Q: 3 clusters Score -9891614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -9891624.000000 Penalty: 3665.391113
	Iteration 83Q: 3 clusters Score -9891624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9891613.000000 Penalty: 3665.391113
	Iteration 84Q: 3 clusters Score -9891613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9891619.000000 Penalty: 3665.391113
	Iteration 85Q: 3 clusters Score -9891619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9891630.000000 Penalty: 3665.391113
	Iteration 86Q: 3 clusters Score -9891630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9891632.000000 Penalty: 3665.391113
	Iteration 87Q: 3 clusters Score -9891632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9891624.000000 Penalty: 3665.391113
	Iteration 88Q: 3 clusters Score -9891624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9891628.000000 Penalty: 3665.391113
	Iteration 89Q: 3 clusters Score -9891628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -9891623.000000 Penalty: 3665.391113
	Iteration 90Q: 3 clusters Score -9891623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9891627.000000 Penalty: 3665.391113
	Iteration 91Q: 3 clusters Score -9891627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9891629.000000 Penalty: 3665.391113
	Iteration 92Q: 3 clusters Score -9891629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9891639.000000 Penalty: 3665.391113
	Iteration 93Q: 3 clusters Score -9891639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9891635.000000 Penalty: 3665.391113
	Iteration 94Q: 3 clusters Score -9891635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9891641.000000 Penalty: 3665.391113
	Iteration 95Q: 3 clusters Score -9891641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9891634.000000 Penalty: 3665.391113
	Iteration 96Q: 3 clusters Score -9891634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9891630.000000 Penalty: 3665.391113
	Iteration 97Q: 3 clusters Score -9891630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9891634.000000 Penalty: 3665.391113
	Iteration 98Q: 3 clusters Score -9891634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9891634.000000 Penalty: 3665.391113
	Iteration 99F: 3 clusters Score -9891634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Entering Unmasked Estep 
Score: -406482.156250 Penalty: 1327.655273
	Iteration 0F: 2 clusters Score -406482.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -403418.250000 Penalty: 2655.310547
	Iteration 0F: 3 clusters Score -403418.2 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -404242.437500 Penalty: 2655.310547
	Iteration 1F: 3 clusters Score -404242.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -404492.281250 Penalty: 2655.310547
	Iteration 2F: 3 clusters Score -404492.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -404740.843750 Penalty: 2655.310547
	Iteration 3F: 3 clusters Score -404740.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -405052.906250 Penalty: 2655.310547
	Iteration 4F: 3 clusters Score -405052.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -405386.250000 Penalty: 2655.310547
	Iteration 5F: 3 clusters Score -405386.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -405713.312500 Penalty: 2655.310547
	Iteration 6F: 3 clusters Score -405713.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -405960.875000 Penalty: 2655.310547
	Iteration 7F: 3 clusters Score -405960.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -406109.031250 Penalty: 2655.310547
	Iteration 8Q: 3 clusters Score -406109 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -406183.687500 Penalty: 2655.310547
	Iteration 9Q: 3 clusters Score -406183.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -406240.281250 Penalty: 2655.310547
	Iteration 10Q: 3 clusters Score -406240.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -406256.093750 Penalty: 2655.310547
	Iteration 11Q: 3 clusters Score -406256.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -406261.625000 Penalty: 2655.310547
	Iteration 12Q: 3 clusters Score -406261.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -406266.187500 Penalty: 2655.310547
	Iteration 13Q: 3 clusters Score -406266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -406268.812500 Penalty: 2655.310547
	Iteration 14Q: 3 clusters Score -406268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -406269.875000 Penalty: 2655.310547
	Iteration 15Q: 3 clusters Score -406269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -406270.312500 Penalty: 2655.310547
	Iteration 16Q: 3 clusters Score -406270.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -406270.312500 Penalty: 2655.310547
	Iteration 17F: 3 clusters Score -406270.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -43764.140625 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -43764.14 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 205 members 
Entering Unmasked Estep 
Score: -42778.101562 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -42778.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42941.925781 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -42941.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43029.417969 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -43029.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43080.578125 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -43080.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43111.191406 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -43111.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43122.085938 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -43122.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43127.476562 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -43127.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43127.476562 Penalty: 1959.190430
	Iteration 7F: 3 clusters Score -43127.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Entering Unmasked Estep 
Score: -1325133.750000 Penalty: 1510.415649
	Iteration 0F: 2 clusters Score -1325134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1317429.875000 Penalty: 3020.831299
	Iteration 0F: 3 clusters Score -1317430 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1319983.625000 Penalty: 3020.831299
	Iteration 1F: 3 clusters Score -1319984 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1320256.250000 Penalty: 3020.831299
	Iteration 2F: 3 clusters Score -1320256 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1320512.750000 Penalty: 3020.831299
	Iteration 3F: 3 clusters Score -1320513 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1320729.125000 Penalty: 3020.831299
	Iteration 4Q: 3 clusters Score -1320729 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1320945.000000 Penalty: 3020.831299
	Iteration 5Q: 3 clusters Score -1320945 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1321197.000000 Penalty: 3020.831299
	Iteration 6Q: 3 clusters Score -1321197 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1321433.625000 Penalty: 3020.831299
	Iteration 7Q: 3 clusters Score -1321434 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1321688.125000 Penalty: 3020.831299
	Iteration 8Q: 3 clusters Score -1321688 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1321948.750000 Penalty: 3020.831299
	Iteration 9Q: 3 clusters Score -1321949 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1322192.000000 Penalty: 3020.831299
	Iteration 10Q: 3 clusters Score -1322192 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1322459.125000 Penalty: 3020.831299
	Iteration 11Q: 3 clusters Score -1322459 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1322682.250000 Penalty: 3020.831299
	Iteration 12Q: 3 clusters Score -1322682 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1322872.500000 Penalty: 3020.831299
	Iteration 13Q: 3 clusters Score -1322872 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1323019.125000 Penalty: 3020.831299
	Iteration 14Q: 3 clusters Score -1323019 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1323141.375000 Penalty: 3020.831299
	Iteration 15Q: 3 clusters Score -1323141 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1323254.500000 Penalty: 3020.831299
	Iteration 16Q: 3 clusters Score -1323254 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1323341.625000 Penalty: 3020.831299
	Iteration 17Q: 3 clusters Score -1323342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1323399.875000 Penalty: 3020.831299
	Iteration 18Q: 3 clusters Score -1323400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1323447.000000 Penalty: 3020.831299
	Iteration 19Q: 3 clusters Score -1323447 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1323475.625000 Penalty: 3020.831299
	Iteration 20F: 3 clusters Score -1323476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1323494.500000 Penalty: 3020.831299
	Iteration 21Q: 3 clusters Score -1323494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1323507.000000 Penalty: 3020.831299
	Iteration 22Q: 3 clusters Score -1323507 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1323522.875000 Penalty: 3020.831299
	Iteration 23Q: 3 clusters Score -1323523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1323534.500000 Penalty: 3020.831299
	Iteration 24Q: 3 clusters Score -1323534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1323546.875000 Penalty: 3020.831299
	Iteration 25Q: 3 clusters Score -1323547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1323553.875000 Penalty: 3020.831299
	Iteration 26Q: 3 clusters Score -1323554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1323561.625000 Penalty: 3020.831299
	Iteration 27Q: 3 clusters Score -1323562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1323572.000000 Penalty: 3020.831299
	Iteration 28Q: 3 clusters Score -1323572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1323578.750000 Penalty: 3020.831299
	Iteration 29Q: 3 clusters Score -1323579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1323582.625000 Penalty: 3020.831299
	Iteration 30Q: 3 clusters Score -1323583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1323582.625000 Penalty: 3020.831299
	Iteration 31Q: 3 clusters Score -1323583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1323586.125000 Penalty: 3020.831299
	Iteration 32Q: 3 clusters Score -1323586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1323590.250000 Penalty: 3020.831299
	Iteration 33Q: 3 clusters Score -1323590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1323593.875000 Penalty: 3020.831299
	Iteration 34Q: 3 clusters Score -1323594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1323595.375000 Penalty: 3020.831299
	Iteration 35Q: 3 clusters Score -1323595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1323598.875000 Penalty: 3020.831299
	Iteration 36Q: 3 clusters Score -1323599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1323598.750000 Penalty: 3020.831299
	Iteration 37Q: 3 clusters Score -1323599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1323602.625000 Penalty: 3020.831299
	Iteration 38Q: 3 clusters Score -1323603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1323609.375000 Penalty: 3020.831299
	Iteration 39Q: 3 clusters Score -1323609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1323618.375000 Penalty: 3020.831299
	Iteration 40F: 3 clusters Score -1323618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1323625.125000 Penalty: 3020.831299
	Iteration 41Q: 3 clusters Score -1323625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1323629.125000 Penalty: 3020.831299
	Iteration 42Q: 3 clusters Score -1323629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1323636.750000 Penalty: 3020.831299
	Iteration 43Q: 3 clusters Score -1323637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1323638.875000 Penalty: 3020.831299
	Iteration 44Q: 3 clusters Score -1323639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1323644.000000 Penalty: 3020.831299
	Iteration 45Q: 3 clusters Score -1323644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1323645.875000 Penalty: 3020.831299
	Iteration 46Q: 3 clusters Score -1323646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1323650.750000 Penalty: 3020.831299
	Iteration 47Q: 3 clusters Score -1323651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1323659.875000 Penalty: 3020.831299
	Iteration 48Q: 3 clusters Score -1323660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1323661.750000 Penalty: 3020.831299
	Iteration 49Q: 3 clusters Score -1323662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1323670.750000 Penalty: 3020.831299
	Iteration 50Q: 3 clusters Score -1323671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1323679.375000 Penalty: 3020.831299
	Iteration 51Q: 3 clusters Score -1323679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1323689.250000 Penalty: 3020.831299
	Iteration 52Q: 3 clusters Score -1323689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1323701.500000 Penalty: 3020.831299
	Iteration 53Q: 3 clusters Score -1323702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1323716.375000 Penalty: 3020.831299
	Iteration 54Q: 3 clusters Score -1323716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1323726.375000 Penalty: 3020.831299
	Iteration 55Q: 3 clusters Score -1323726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1323738.625000 Penalty: 3020.831299
	Iteration 56Q: 3 clusters Score -1323739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1323744.875000 Penalty: 3020.831299
	Iteration 57Q: 3 clusters Score -1323745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1323747.750000 Penalty: 3020.831299
	Iteration 58Q: 3 clusters Score -1323748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1323748.875000 Penalty: 3020.831299
	Iteration 59Q: 3 clusters Score -1323749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1323754.125000 Penalty: 3020.831299
	Iteration 60F: 3 clusters Score -1323754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1323764.125000 Penalty: 3020.831299
	Iteration 61Q: 3 clusters Score -1323764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1323768.250000 Penalty: 3020.831299
	Iteration 62Q: 3 clusters Score -1323768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1323775.375000 Penalty: 3020.831299
	Iteration 63Q: 3 clusters Score -1323775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1323781.750000 Penalty: 3020.831299
	Iteration 64Q: 3 clusters Score -1323782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1323787.125000 Penalty: 3020.831299
	Iteration 65Q: 3 clusters Score -1323787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1323793.375000 Penalty: 3020.831299
	Iteration 66Q: 3 clusters Score -1323793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1323801.250000 Penalty: 3020.831299
	Iteration 67Q: 3 clusters Score -1323801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1323816.375000 Penalty: 3020.831299
	Iteration 68Q: 3 clusters Score -1323816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1323824.250000 Penalty: 3020.831299
	Iteration 69Q: 3 clusters Score -1323824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1323828.000000 Penalty: 3020.831299
	Iteration 70Q: 3 clusters Score -1323828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1323838.250000 Penalty: 3020.831299
	Iteration 71Q: 3 clusters Score -1323838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1323848.500000 Penalty: 3020.831299
	Iteration 72Q: 3 clusters Score -1323848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1323861.000000 Penalty: 3020.831299
	Iteration 73Q: 3 clusters Score -1323861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1323868.500000 Penalty: 3020.831299
	Iteration 74Q: 3 clusters Score -1323868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1323876.625000 Penalty: 3020.831299
	Iteration 75Q: 3 clusters Score -1323877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1323885.875000 Penalty: 3020.831299
	Iteration 76Q: 3 clusters Score -1323886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1323891.000000 Penalty: 3020.831299
	Iteration 77Q: 3 clusters Score -1323891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1323901.250000 Penalty: 3020.831299
	Iteration 78Q: 3 clusters Score -1323901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1323909.250000 Penalty: 3020.831299
	Iteration 79Q: 3 clusters Score -1323909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1323917.000000 Penalty: 3020.831299
	Iteration 80F: 3 clusters Score -1323917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1323924.750000 Penalty: 3020.831299
	Iteration 81Q: 3 clusters Score -1323925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1323931.625000 Penalty: 3020.831299
	Iteration 82Q: 3 clusters Score -1323932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1323932.625000 Penalty: 3020.831299
	Iteration 83Q: 3 clusters Score -1323933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1323933.125000 Penalty: 3020.831299
	Iteration 84Q: 3 clusters Score -1323933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1323933.875000 Penalty: 3020.831299
	Iteration 85Q: 3 clusters Score -1323934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1323934.375000 Penalty: 3020.831299
	Iteration 86Q: 3 clusters Score -1323934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1323936.375000 Penalty: 3020.831299
	Iteration 87Q: 3 clusters Score -1323936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1323938.875000 Penalty: 3020.831299
	Iteration 88Q: 3 clusters Score -1323939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1323939.375000 Penalty: 3020.831299
	Iteration 89Q: 3 clusters Score -1323939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1323938.000000 Penalty: 3020.831299
	Iteration 90Q: 3 clusters Score -1323938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1323938.125000 Penalty: 3020.831299
	Iteration 91Q: 3 clusters Score -1323938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1323939.125000 Penalty: 3020.831299
	Iteration 92Q: 3 clusters Score -1323939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1323939.750000 Penalty: 3020.831299
	Iteration 93Q: 3 clusters Score -1323940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1323939.250000 Penalty: 3020.831299
	Iteration 94Q: 3 clusters Score -1323939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1323939.250000 Penalty: 3020.831299
	Iteration 95F: 3 clusters Score -1323939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -68711.039062 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -68711.04 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 316 members 
Entering Unmasked Estep 
Score: -67570.367188 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -67570.37 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67865.695312 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -67865.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67982.671875 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -67982.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68052.445312 Penalty: 2110.961182
	Iteration 3Q: 3 clusters Score -68052.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68083.257812 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -68083.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68102.460938 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -68102.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68131.578125 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -68131.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68175.703125 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -68175.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68201.476562 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -68201.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68216.031250 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -68216.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68216.765625 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -68216.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68218.843750 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -68218.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68219.828125 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -68219.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68220.671875 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -68220.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68220.671875 Penalty: 2110.961182
	Iteration 14F: 3 clusters Score -68220.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -261362.625000 Penalty: 1252.251465
	Iteration 0F: 2 clusters Score -261362.6 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 1141 members 
Entering Unmasked Estep 
Score: -259058.609375 Penalty: 2504.502930
	Iteration 0F: 3 clusters Score -259058.6 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -259586.125000 Penalty: 2504.502930
	Iteration 1F: 3 clusters Score -259586.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -259757.250000 Penalty: 2504.502930
	Iteration 2F: 3 clusters Score -259757.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -259945.000000 Penalty: 2504.502930
	Iteration 3F: 3 clusters Score -259945 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -260080.390625 Penalty: 2504.502930
	Iteration 4F: 3 clusters Score -260080.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -260198.609375 Penalty: 2504.502930
	Iteration 5F: 3 clusters Score -260198.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -260307.390625 Penalty: 2504.502930
	Iteration 6F: 3 clusters Score -260307.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -260416.234375 Penalty: 2504.502930
	Iteration 7Q: 3 clusters Score -260416.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -260510.921875 Penalty: 2504.502930
	Iteration 8Q: 3 clusters Score -260510.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -260567.906250 Penalty: 2504.502930
	Iteration 9Q: 3 clusters Score -260567.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -260601.625000 Penalty: 2504.502930
	Iteration 10Q: 3 clusters Score -260601.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -260629.343750 Penalty: 2504.502930
	Iteration 11Q: 3 clusters Score -260629.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -260647.593750 Penalty: 2504.502930
	Iteration 12Q: 3 clusters Score -260647.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -260662.218750 Penalty: 2504.502930
	Iteration 13Q: 3 clusters Score -260662.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -260668.781250 Penalty: 2504.502930
	Iteration 14Q: 3 clusters Score -260668.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -260672.578125 Penalty: 2504.502930
	Iteration 15Q: 3 clusters Score -260672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -260675.140625 Penalty: 2504.502930
	Iteration 16Q: 3 clusters Score -260675.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -260681.343750 Penalty: 2504.502930
	Iteration 17Q: 3 clusters Score -260681.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -260684.937500 Penalty: 2504.502930
	Iteration 18Q: 3 clusters Score -260684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -260690.406250 Penalty: 2504.502930
	Iteration 19Q: 3 clusters Score -260690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -260691.421875 Penalty: 2504.502930
	Iteration 20F: 3 clusters Score -260691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Entering Unmasked Estep 
Score: -2997522.750000 Penalty: 1640.131348
	Iteration 0F: 2 clusters Score -2997523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2981107.000000 Penalty: 3280.262695
	Iteration 0F: 3 clusters Score -2981107 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2987236.500000 Penalty: 3280.262695
	Iteration 1F: 3 clusters Score -2987236 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2987554.250000 Penalty: 3280.262695
	Iteration 2Q: 3 clusters Score -2987554 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2987854.500000 Penalty: 3280.262695
	Iteration 3Q: 3 clusters Score -2987854 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2988277.250000 Penalty: 3280.262695
	Iteration 4Q: 3 clusters Score -2988277 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2988866.000000 Penalty: 3280.262695
	Iteration 5Q: 3 clusters Score -2988866 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2989706.750000 Penalty: 3280.262695
	Iteration 6F: 3 clusters Score -2989707 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2990786.250000 Penalty: 3280.262695
	Iteration 7F: 3 clusters Score -2990786 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2992211.000000 Penalty: 3280.262695
	Iteration 8F: 3 clusters Score -2992211 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2993624.500000 Penalty: 3280.262695
	Iteration 9F: 3 clusters Score -2993624 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2994701.500000 Penalty: 3280.262695
	Iteration 10Q: 3 clusters Score -2994702 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2995398.250000 Penalty: 3280.262695
	Iteration 11Q: 3 clusters Score -2995398 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2995760.000000 Penalty: 3280.262695
	Iteration 12Q: 3 clusters Score -2995760 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2995912.000000 Penalty: 3280.262695
	Iteration 13Q: 3 clusters Score -2995912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2995978.500000 Penalty: 3280.262695
	Iteration 14Q: 3 clusters Score -2995978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2996002.500000 Penalty: 3280.262695
	Iteration 15Q: 3 clusters Score -2996002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2996027.000000 Penalty: 3280.262695
	Iteration 16Q: 3 clusters Score -2996027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2996043.000000 Penalty: 3280.262695
	Iteration 17Q: 3 clusters Score -2996043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2996061.000000 Penalty: 3280.262695
	Iteration 18Q: 3 clusters Score -2996061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2996065.750000 Penalty: 3280.262695
	Iteration 19Q: 3 clusters Score -2996066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2996065.750000 Penalty: 3280.262695
	Iteration 20F: 3 clusters Score -2996066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Entering Unmasked Estep 
Score: -6640445.500000 Penalty: 1765.633911
	Iteration 0F: 2 clusters Score -6640446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -6606195.000000 Penalty: 3531.267822
	Iteration 0F: 3 clusters Score -6606195 nChanged 24636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -6620340.500000 Penalty: 3531.267822
	Iteration 1F: 3 clusters Score -6620340 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -6620881.500000 Penalty: 3531.267822
	Iteration 2Q: 3 clusters Score -6620882 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -6621573.500000 Penalty: 3531.267822
	Iteration 3Q: 3 clusters Score -6621574 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -6622500.500000 Penalty: 3531.267822
	Iteration 4Q: 3 clusters Score -6622500 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -6623942.500000 Penalty: 3531.267822
	Iteration 5F: 3 clusters Score -6623942 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -6626094.500000 Penalty: 3531.267822
	Iteration 6F: 3 clusters Score -6626094 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -6629020.500000 Penalty: 3531.267822
	Iteration 7F: 3 clusters Score -6629020 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -6632142.500000 Penalty: 3531.267822
	Iteration 8F: 3 clusters Score -6632142 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -6634429.500000 Penalty: 3531.267822
	Iteration 9F: 3 clusters Score -6634430 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -6635718.500000 Penalty: 3531.267822
	Iteration 10Q: 3 clusters Score -6635718 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -6636403.000000 Penalty: 3531.267822
	Iteration 11Q: 3 clusters Score -6636403 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -6636889.500000 Penalty: 3531.267822
	Iteration 12Q: 3 clusters Score -6636890 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -6637278.500000 Penalty: 3531.267822
	Iteration 13Q: 3 clusters Score -6637278 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -6637603.500000 Penalty: 3531.267822
	Iteration 14Q: 3 clusters Score -6637604 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -6637876.500000 Penalty: 3531.267822
	Iteration 15Q: 3 clusters Score -6637876 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -6638085.500000 Penalty: 3531.267822
	Iteration 16Q: 3 clusters Score -6638086 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -6638321.500000 Penalty: 3531.267822
	Iteration 17Q: 3 clusters Score -6638322 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -6638472.000000 Penalty: 3531.267822
	Iteration 18Q: 3 clusters Score -6638472 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -6638602.000000 Penalty: 3531.267822
	Iteration 19Q: 3 clusters Score -6638602 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -6638730.500000 Penalty: 3531.267822
	Iteration 20F: 3 clusters Score -6638730 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -6638816.500000 Penalty: 3531.267822
	Iteration 21Q: 3 clusters Score -6638816 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -6638903.000000 Penalty: 3531.267822
	Iteration 22Q: 3 clusters Score -6638903 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -6638952.500000 Penalty: 3531.267822
	Iteration 23Q: 3 clusters Score -6638952 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -6639000.500000 Penalty: 3531.267822
	Iteration 24Q: 3 clusters Score -6639000 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -6639044.000000 Penalty: 3531.267822
	Iteration 25Q: 3 clusters Score -6639044 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6639066.000000 Penalty: 3531.267822
	Iteration 26Q: 3 clusters Score -6639066 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6639088.500000 Penalty: 3531.267822
	Iteration 27Q: 3 clusters Score -6639088 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6639120.000000 Penalty: 3531.267822
	Iteration 28Q: 3 clusters Score -6639120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -6639123.000000 Penalty: 3531.267822
	Iteration 29Q: 3 clusters Score -6639123 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6639149.000000 Penalty: 3531.267822
	Iteration 30Q: 3 clusters Score -6639149 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6639163.500000 Penalty: 3531.267822
	Iteration 31Q: 3 clusters Score -6639164 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6639169.500000 Penalty: 3531.267822
	Iteration 32Q: 3 clusters Score -6639170 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6639196.500000 Penalty: 3531.267822
	Iteration 33Q: 3 clusters Score -6639196 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6639204.000000 Penalty: 3531.267822
	Iteration 34Q: 3 clusters Score -6639204 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6639194.000000 Penalty: 3531.267822
	Iteration 35Q: 3 clusters Score -6639194 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6639185.000000 Penalty: 3531.267822
	Iteration 36Q: 3 clusters Score -6639185 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6639186.000000 Penalty: 3531.267822
	Iteration 37Q: 3 clusters Score -6639186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6639199.500000 Penalty: 3531.267822
	Iteration 38Q: 3 clusters Score -6639200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6639198.500000 Penalty: 3531.267822
	Iteration 39Q: 3 clusters Score -6639198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6639200.000000 Penalty: 3531.267822
	Iteration 40F: 3 clusters Score -6639200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6639209.500000 Penalty: 3531.267822
	Iteration 41Q: 3 clusters Score -6639210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6639215.000000 Penalty: 3531.267822
	Iteration 42Q: 3 clusters Score -6639215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6639208.500000 Penalty: 3531.267822
	Iteration 43Q: 3 clusters Score -6639208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6639215.500000 Penalty: 3531.267822
	Iteration 44Q: 3 clusters Score -6639216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6639208.500000 Penalty: 3531.267822
	Iteration 45Q: 3 clusters Score -6639208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6639200.000000 Penalty: 3531.267822
	Iteration 46Q: 3 clusters Score -6639200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6639211.500000 Penalty: 3531.267822
	Iteration 47Q: 3 clusters Score -6639212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6639203.500000 Penalty: 3531.267822
	Iteration 48Q: 3 clusters Score -6639204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6639205.500000 Penalty: 3531.267822
	Iteration 49Q: 3 clusters Score -6639206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6639211.000000 Penalty: 3531.267822
	Iteration 50Q: 3 clusters Score -6639211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6639224.500000 Penalty: 3531.267822
	Iteration 51Q: 3 clusters Score -6639224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6639228.000000 Penalty: 3531.267822
	Iteration 52Q: 3 clusters Score -6639228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6639240.500000 Penalty: 3531.267822
	Iteration 53Q: 3 clusters Score -6639240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6639249.000000 Penalty: 3531.267822
	Iteration 54Q: 3 clusters Score -6639249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6639246.000000 Penalty: 3531.267822
	Iteration 55Q: 3 clusters Score -6639246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6639237.000000 Penalty: 3531.267822
	Iteration 56Q: 3 clusters Score -6639237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6639240.000000 Penalty: 3531.267822
	Iteration 57Q: 3 clusters Score -6639240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6639245.000000 Penalty: 3531.267822
	Iteration 58Q: 3 clusters Score -6639245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6639255.500000 Penalty: 3531.267822
	Iteration 59Q: 3 clusters Score -6639256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6639265.500000 Penalty: 3531.267822
	Iteration 60F: 3 clusters Score -6639266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6639272.500000 Penalty: 3531.267822
	Iteration 61Q: 3 clusters Score -6639272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6639270.500000 Penalty: 3531.267822
	Iteration 62Q: 3 clusters Score -6639270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6639273.500000 Penalty: 3531.267822
	Iteration 63Q: 3 clusters Score -6639274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6639271.500000 Penalty: 3531.267822
	Iteration 64Q: 3 clusters Score -6639272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6639273.500000 Penalty: 3531.267822
	Iteration 65Q: 3 clusters Score -6639274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6639274.000000 Penalty: 3531.267822
	Iteration 66Q: 3 clusters Score -6639274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6639281.500000 Penalty: 3531.267822
	Iteration 67Q: 3 clusters Score -6639282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6639282.500000 Penalty: 3531.267822
	Iteration 68Q: 3 clusters Score -6639282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6639281.500000 Penalty: 3531.267822
	Iteration 69Q: 3 clusters Score -6639282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6639281.500000 Penalty: 3531.267822
	Iteration 70Q: 3 clusters Score -6639282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6639278.500000 Penalty: 3531.267822
	Iteration 71Q: 3 clusters Score -6639278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6639285.500000 Penalty: 3531.267822
	Iteration 72Q: 3 clusters Score -6639286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6639289.000000 Penalty: 3531.267822
	Iteration 73Q: 3 clusters Score -6639289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6639278.000000 Penalty: 3531.267822
	Iteration 74Q: 3 clusters Score -6639278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6639281.000000 Penalty: 3531.267822
	Iteration 75Q: 3 clusters Score -6639281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6639279.500000 Penalty: 3531.267822
	Iteration 76Q: 3 clusters Score -6639280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6639280.000000 Penalty: 3531.267822
	Iteration 77Q: 3 clusters Score -6639280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6639280.000000 Penalty: 3531.267822
	Iteration 78F: 3 clusters Score -6639280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -562055.312500 Penalty: 1371.761230
	Iteration 0F: 2 clusters Score -562055.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -558297.250000 Penalty: 2743.522461
	Iteration 0F: 3 clusters Score -558297.2 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -559288.437500 Penalty: 2743.522461
	Iteration 1F: 3 clusters Score -559288.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -559446.250000 Penalty: 2743.522461
	Iteration 2F: 3 clusters Score -559446.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -559549.812500 Penalty: 2743.522461
	Iteration 3Q: 3 clusters Score -559549.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -559631.187500 Penalty: 2743.522461
	Iteration 4Q: 3 clusters Score -559631.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -559691.375000 Penalty: 2743.522461
	Iteration 5Q: 3 clusters Score -559691.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -559746.500000 Penalty: 2743.522461
	Iteration 6Q: 3 clusters Score -559746.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -559797.062500 Penalty: 2743.522461
	Iteration 7Q: 3 clusters Score -559797.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -559845.125000 Penalty: 2743.522461
	Iteration 8Q: 3 clusters Score -559845.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -559903.187500 Penalty: 2743.522461
	Iteration 9Q: 3 clusters Score -559903.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -559968.062500 Penalty: 2743.522461
	Iteration 10Q: 3 clusters Score -559968.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -560037.187500 Penalty: 2743.522461
	Iteration 11Q: 3 clusters Score -560037.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -560101.375000 Penalty: 2743.522461
	Iteration 12Q: 3 clusters Score -560101.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -560158.000000 Penalty: 2743.522461
	Iteration 13Q: 3 clusters Score -560158 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -560220.250000 Penalty: 2743.522461
	Iteration 14Q: 3 clusters Score -560220.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -560275.687500 Penalty: 2743.522461
	Iteration 15Q: 3 clusters Score -560275.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -560333.562500 Penalty: 2743.522461
	Iteration 16Q: 3 clusters Score -560333.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -560381.687500 Penalty: 2743.522461
	Iteration 17Q: 3 clusters Score -560381.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -560425.562500 Penalty: 2743.522461
	Iteration 18Q: 3 clusters Score -560425.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -560461.687500 Penalty: 2743.522461
	Iteration 19Q: 3 clusters Score -560461.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -560498.562500 Penalty: 2743.522461
	Iteration 20F: 3 clusters Score -560498.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -560536.125000 Penalty: 2743.522461
	Iteration 21Q: 3 clusters Score -560536.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -560568.625000 Penalty: 2743.522461
	Iteration 22Q: 3 clusters Score -560568.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -560598.375000 Penalty: 2743.522461
	Iteration 23Q: 3 clusters Score -560598.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -560633.687500 Penalty: 2743.522461
	Iteration 24Q: 3 clusters Score -560633.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -560671.750000 Penalty: 2743.522461
	Iteration 25Q: 3 clusters Score -560671.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -560704.937500 Penalty: 2743.522461
	Iteration 26Q: 3 clusters Score -560704.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -560739.375000 Penalty: 2743.522461
	Iteration 27Q: 3 clusters Score -560739.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -560767.937500 Penalty: 2743.522461
	Iteration 28Q: 3 clusters Score -560767.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -560795.812500 Penalty: 2743.522461
	Iteration 29Q: 3 clusters Score -560795.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -560831.125000 Penalty: 2743.522461
	Iteration 30Q: 3 clusters Score -560831.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -560850.625000 Penalty: 2743.522461
	Iteration 31Q: 3 clusters Score -560850.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -560862.437500 Penalty: 2743.522461
	Iteration 32Q: 3 clusters Score -560862.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -560873.000000 Penalty: 2743.522461
	Iteration 33Q: 3 clusters Score -560873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -560882.812500 Penalty: 2743.522461
	Iteration 34Q: 3 clusters Score -560882.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -560892.000000 Penalty: 2743.522461
	Iteration 35Q: 3 clusters Score -560892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -560900.625000 Penalty: 2743.522461
	Iteration 36Q: 3 clusters Score -560900.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -560911.750000 Penalty: 2743.522461
	Iteration 37Q: 3 clusters Score -560911.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -560916.000000 Penalty: 2743.522461
	Iteration 38Q: 3 clusters Score -560916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -560925.937500 Penalty: 2743.522461
	Iteration 39Q: 3 clusters Score -560925.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -560936.437500 Penalty: 2743.522461
	Iteration 40F: 3 clusters Score -560936.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -560944.437500 Penalty: 2743.522461
	Iteration 41Q: 3 clusters Score -560944.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -560954.937500 Penalty: 2743.522461
	Iteration 42Q: 3 clusters Score -560954.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -560958.875000 Penalty: 2743.522461
	Iteration 43Q: 3 clusters Score -560958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -560962.625000 Penalty: 2743.522461
	Iteration 44Q: 3 clusters Score -560962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -560965.312500 Penalty: 2743.522461
	Iteration 45Q: 3 clusters Score -560965.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -560967.562500 Penalty: 2743.522461
	Iteration 46Q: 3 clusters Score -560967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -560973.375000 Penalty: 2743.522461
	Iteration 47Q: 3 clusters Score -560973.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -560982.062500 Penalty: 2743.522461
	Iteration 48Q: 3 clusters Score -560982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -560989.000000 Penalty: 2743.522461
	Iteration 49Q: 3 clusters Score -560989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -560992.000000 Penalty: 2743.522461
	Iteration 50Q: 3 clusters Score -560992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -560994.812500 Penalty: 2743.522461
	Iteration 51Q: 3 clusters Score -560994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -560995.437500 Penalty: 2743.522461
	Iteration 52Q: 3 clusters Score -560995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -560994.875000 Penalty: 2743.522461
	Iteration 53Q: 3 clusters Score -560994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -560994.687500 Penalty: 2743.522461
	Iteration 54Q: 3 clusters Score -560994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -560995.500000 Penalty: 2743.522461
	Iteration 55Q: 3 clusters Score -560995.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -560995.687500 Penalty: 2743.522461
	Iteration 56Q: 3 clusters Score -560995.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -560995.687500 Penalty: 2743.522461
	Iteration 57F: 3 clusters Score -560995.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -442683.593750 Penalty: 1336.208618
	Iteration 0F: 2 clusters Score -442683.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -439489.156250 Penalty: 2672.417236
	Iteration 0F: 3 clusters Score -439489.2 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -440446.843750 Penalty: 2672.417236
	Iteration 1F: 3 clusters Score -440446.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -440770.187500 Penalty: 2672.417236
	Iteration 2F: 3 clusters Score -440770.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -441097.750000 Penalty: 2672.417236
	Iteration 3F: 3 clusters Score -441097.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -441387.562500 Penalty: 2672.417236
	Iteration 4F: 3 clusters Score -441387.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -441670.125000 Penalty: 2672.417236
	Iteration 5F: 3 clusters Score -441670.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -441878.562500 Penalty: 2672.417236
	Iteration 6F: 3 clusters Score -441878.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -441991.062500 Penalty: 2672.417236
	Iteration 7Q: 3 clusters Score -441991.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -442061.875000 Penalty: 2672.417236
	Iteration 8Q: 3 clusters Score -442061.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -442091.468750 Penalty: 2672.417236
	Iteration 9Q: 3 clusters Score -442091.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -442112.781250 Penalty: 2672.417236
	Iteration 10Q: 3 clusters Score -442112.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -442122.531250 Penalty: 2672.417236
	Iteration 11Q: 3 clusters Score -442122.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -442135.250000 Penalty: 2672.417236
	Iteration 12Q: 3 clusters Score -442135.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -442141.781250 Penalty: 2672.417236
	Iteration 13Q: 3 clusters Score -442141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -442143.531250 Penalty: 2672.417236
	Iteration 14Q: 3 clusters Score -442143.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -442148.093750 Penalty: 2672.417236
	Iteration 15Q: 3 clusters Score -442148.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -442149.812500 Penalty: 2672.417236
	Iteration 16Q: 3 clusters Score -442149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -442149.218750 Penalty: 2672.417236
	Iteration 17Q: 3 clusters Score -442149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -442149.562500 Penalty: 2672.417236
	Iteration 18Q: 3 clusters Score -442149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -442149.781250 Penalty: 2672.417236
	Iteration 19Q: 3 clusters Score -442149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -442149.781250 Penalty: 2672.417236
	Iteration 20F: 3 clusters Score -442149.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -18630.570312 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -18630.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18030.560547 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -18030.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18264.751953 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -18264.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18410.527344 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -18410.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18482.689453 Penalty: 1826.630249
	Iteration 3F: 3 clusters Score -18482.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18536.671875 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -18536.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18558.968750 Penalty: 1826.630249
	Iteration 5Q: 3 clusters Score -18558.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18561.316406 Penalty: 1826.630249
	Iteration 6Q: 3 clusters Score -18561.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18561.316406 Penalty: 1826.630249
	Iteration 7F: 3 clusters Score -18561.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Entering Unmasked Estep 
Score: -626450.562500 Penalty: 1388.119873
	Iteration 0F: 2 clusters Score -626450.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -622406.187500 Penalty: 2776.239746
	Iteration 0F: 3 clusters Score -622406.2 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -623543.000000 Penalty: 2776.239746
	Iteration 1F: 3 clusters Score -623543 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -623739.687500 Penalty: 2776.239746
	Iteration 2F: 3 clusters Score -623739.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -623884.375000 Penalty: 2776.239746
	Iteration 3F: 3 clusters Score -623884.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -623976.312500 Penalty: 2776.239746
	Iteration 4Q: 3 clusters Score -623976.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -624056.187500 Penalty: 2776.239746
	Iteration 5Q: 3 clusters Score -624056.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -624134.812500 Penalty: 2776.239746
	Iteration 6Q: 3 clusters Score -624134.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -624197.062500 Penalty: 2776.239746
	Iteration 7Q: 3 clusters Score -624197.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -624246.625000 Penalty: 2776.239746
	Iteration 8Q: 3 clusters Score -624246.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -624289.687500 Penalty: 2776.239746
	Iteration 9Q: 3 clusters Score -624289.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -624330.125000 Penalty: 2776.239746
	Iteration 10Q: 3 clusters Score -624330.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -624378.187500 Penalty: 2776.239746
	Iteration 11Q: 3 clusters Score -624378.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -624430.687500 Penalty: 2776.239746
	Iteration 12Q: 3 clusters Score -624430.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -624495.875000 Penalty: 2776.239746
	Iteration 13Q: 3 clusters Score -624495.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -624549.187500 Penalty: 2776.239746
	Iteration 14Q: 3 clusters Score -624549.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -624605.875000 Penalty: 2776.239746
	Iteration 15Q: 3 clusters Score -624605.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -624661.062500 Penalty: 2776.239746
	Iteration 16Q: 3 clusters Score -624661.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -624710.937500 Penalty: 2776.239746
	Iteration 17Q: 3 clusters Score -624710.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -624766.562500 Penalty: 2776.239746
	Iteration 18Q: 3 clusters Score -624766.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -624815.312500 Penalty: 2776.239746
	Iteration 19Q: 3 clusters Score -624815.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -624857.187500 Penalty: 2776.239746
	Iteration 20F: 3 clusters Score -624857.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -624891.562500 Penalty: 2776.239746
	Iteration 21Q: 3 clusters Score -624891.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -624909.625000 Penalty: 2776.239746
	Iteration 22Q: 3 clusters Score -624909.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -624923.750000 Penalty: 2776.239746
	Iteration 23Q: 3 clusters Score -624923.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -624938.375000 Penalty: 2776.239746
	Iteration 24Q: 3 clusters Score -624938.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -624950.750000 Penalty: 2776.239746
	Iteration 25Q: 3 clusters Score -624950.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -624966.437500 Penalty: 2776.239746
	Iteration 26Q: 3 clusters Score -624966.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -624982.125000 Penalty: 2776.239746
	Iteration 27Q: 3 clusters Score -624982.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -624998.437500 Penalty: 2776.239746
	Iteration 28Q: 3 clusters Score -624998.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -625009.062500 Penalty: 2776.239746
	Iteration 29Q: 3 clusters Score -625009.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -625017.750000 Penalty: 2776.239746
	Iteration 30Q: 3 clusters Score -625017.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -625024.625000 Penalty: 2776.239746
	Iteration 31Q: 3 clusters Score -625024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -625028.437500 Penalty: 2776.239746
	Iteration 32Q: 3 clusters Score -625028.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -625032.812500 Penalty: 2776.239746
	Iteration 33Q: 3 clusters Score -625032.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -625037.312500 Penalty: 2776.239746
	Iteration 34Q: 3 clusters Score -625037.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -625042.250000 Penalty: 2776.239746
	Iteration 35Q: 3 clusters Score -625042.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -625046.750000 Penalty: 2776.239746
	Iteration 36Q: 3 clusters Score -625046.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -625049.062500 Penalty: 2776.239746
	Iteration 37Q: 3 clusters Score -625049.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -625053.375000 Penalty: 2776.239746
	Iteration 38Q: 3 clusters Score -625053.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -625059.812500 Penalty: 2776.239746
	Iteration 39Q: 3 clusters Score -625059.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -625064.750000 Penalty: 2776.239746
	Iteration 40F: 3 clusters Score -625064.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -625069.875000 Penalty: 2776.239746
	Iteration 41Q: 3 clusters Score -625069.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -625074.875000 Penalty: 2776.239746
	Iteration 42Q: 3 clusters Score -625074.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -625079.750000 Penalty: 2776.239746
	Iteration 43Q: 3 clusters Score -625079.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -625086.062500 Penalty: 2776.239746
	Iteration 44Q: 3 clusters Score -625086.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -625092.000000 Penalty: 2776.239746
	Iteration 45Q: 3 clusters Score -625092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -625099.312500 Penalty: 2776.239746
	Iteration 46Q: 3 clusters Score -625099.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -625103.625000 Penalty: 2776.239746
	Iteration 47Q: 3 clusters Score -625103.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -625111.562500 Penalty: 2776.239746
	Iteration 48Q: 3 clusters Score -625111.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -625113.625000 Penalty: 2776.239746
	Iteration 49Q: 3 clusters Score -625113.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -625122.375000 Penalty: 2776.239746
	Iteration 50Q: 3 clusters Score -625122.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -625127.750000 Penalty: 2776.239746
	Iteration 51Q: 3 clusters Score -625127.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -625133.625000 Penalty: 2776.239746
	Iteration 52Q: 3 clusters Score -625133.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -625140.437500 Penalty: 2776.239746
	Iteration 53Q: 3 clusters Score -625140.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -625144.625000 Penalty: 2776.239746
	Iteration 54Q: 3 clusters Score -625144.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -625147.375000 Penalty: 2776.239746
	Iteration 55Q: 3 clusters Score -625147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -625150.625000 Penalty: 2776.239746
	Iteration 56Q: 3 clusters Score -625150.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -625152.750000 Penalty: 2776.239746
	Iteration 57Q: 3 clusters Score -625152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -625153.437500 Penalty: 2776.239746
	Iteration 58Q: 3 clusters Score -625153.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -625157.437500 Penalty: 2776.239746
	Iteration 59Q: 3 clusters Score -625157.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -625159.500000 Penalty: 2776.239746
	Iteration 60F: 3 clusters Score -625159.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -625163.625000 Penalty: 2776.239746
	Iteration 61Q: 3 clusters Score -625163.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -625165.625000 Penalty: 2776.239746
	Iteration 62Q: 3 clusters Score -625165.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -625169.312500 Penalty: 2776.239746
	Iteration 63Q: 3 clusters Score -625169.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -625172.250000 Penalty: 2776.239746
	Iteration 64Q: 3 clusters Score -625172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -625174.062500 Penalty: 2776.239746
	Iteration 65Q: 3 clusters Score -625174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -625174.562500 Penalty: 2776.239746
	Iteration 66Q: 3 clusters Score -625174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -625175.312500 Penalty: 2776.239746
	Iteration 67Q: 3 clusters Score -625175.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -625176.187500 Penalty: 2776.239746
	Iteration 68Q: 3 clusters Score -625176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -625176.187500 Penalty: 2776.239746
	Iteration 69Q: 3 clusters Score -625176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -625177.562500 Penalty: 2776.239746
	Iteration 70Q: 3 clusters Score -625177.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -625181.062500 Penalty: 2776.239746
	Iteration 71Q: 3 clusters Score -625181.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -625179.812500 Penalty: 2776.239746
	Iteration 72Q: 3 clusters Score -625179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -625180.750000 Penalty: 2776.239746
	Iteration 73Q: 3 clusters Score -625180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -625181.125000 Penalty: 2776.239746
	Iteration 74Q: 3 clusters Score -625181.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -625181.125000 Penalty: 2776.239746
	Iteration 75F: 3 clusters Score -625181.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Entering Unmasked Estep 
Score: -996783.687500 Penalty: 1461.714233
	Iteration 0F: 2 clusters Score -996783.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -990873.187500 Penalty: 2923.428467
	Iteration 0F: 3 clusters Score -990873.2 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -992613.937500 Penalty: 2923.428467
	Iteration 1F: 3 clusters Score -992613.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -992806.125000 Penalty: 2923.428467
	Iteration 2F: 3 clusters Score -992806.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -992949.187500 Penalty: 2923.428467
	Iteration 3Q: 3 clusters Score -992949.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -993046.562500 Penalty: 2923.428467
	Iteration 4Q: 3 clusters Score -993046.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -993110.250000 Penalty: 2923.428467
	Iteration 5Q: 3 clusters Score -993110.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -993162.687500 Penalty: 2923.428467
	Iteration 6Q: 3 clusters Score -993162.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -993208.125000 Penalty: 2923.428467
	Iteration 7Q: 3 clusters Score -993208.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -993243.562500 Penalty: 2923.428467
	Iteration 8Q: 3 clusters Score -993243.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -993280.000000 Penalty: 2923.428467
	Iteration 9Q: 3 clusters Score -993280 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -993312.500000 Penalty: 2923.428467
	Iteration 10Q: 3 clusters Score -993312.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -993345.812500 Penalty: 2923.428467
	Iteration 11Q: 3 clusters Score -993345.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -993381.375000 Penalty: 2923.428467
	Iteration 12Q: 3 clusters Score -993381.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -993419.875000 Penalty: 2923.428467
	Iteration 13Q: 3 clusters Score -993419.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -993471.625000 Penalty: 2923.428467
	Iteration 14Q: 3 clusters Score -993471.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -993544.437500 Penalty: 2923.428467
	Iteration 15Q: 3 clusters Score -993544.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -993636.187500 Penalty: 2923.428467
	Iteration 16Q: 3 clusters Score -993636.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -993748.250000 Penalty: 2923.428467
	Iteration 17Q: 3 clusters Score -993748.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -993886.875000 Penalty: 2923.428467
	Iteration 18Q: 3 clusters Score -993886.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -994095.812500 Penalty: 2923.428467
	Iteration 19Q: 3 clusters Score -994095.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -994350.500000 Penalty: 2923.428467
	Iteration 20F: 3 clusters Score -994350.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -994578.625000 Penalty: 2923.428467
	Iteration 21Q: 3 clusters Score -994578.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -994813.937500 Penalty: 2923.428467
	Iteration 22Q: 3 clusters Score -994813.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -994997.937500 Penalty: 2923.428467
	Iteration 23Q: 3 clusters Score -994997.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -995143.500000 Penalty: 2923.428467
	Iteration 24Q: 3 clusters Score -995143.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -995236.000000 Penalty: 2923.428467
	Iteration 25Q: 3 clusters Score -995236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -995303.125000 Penalty: 2923.428467
	Iteration 26Q: 3 clusters Score -995303.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -995355.937500 Penalty: 2923.428467
	Iteration 27Q: 3 clusters Score -995355.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -995397.000000 Penalty: 2923.428467
	Iteration 28Q: 3 clusters Score -995397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -995430.250000 Penalty: 2923.428467
	Iteration 29Q: 3 clusters Score -995430.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -995453.187500 Penalty: 2923.428467
	Iteration 30Q: 3 clusters Score -995453.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -995475.125000 Penalty: 2923.428467
	Iteration 31Q: 3 clusters Score -995475.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -995487.687500 Penalty: 2923.428467
	Iteration 32Q: 3 clusters Score -995487.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -995504.625000 Penalty: 2923.428467
	Iteration 33Q: 3 clusters Score -995504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -995511.937500 Penalty: 2923.428467
	Iteration 34Q: 3 clusters Score -995511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -995513.000000 Penalty: 2923.428467
	Iteration 35Q: 3 clusters Score -995513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -995517.125000 Penalty: 2923.428467
	Iteration 36Q: 3 clusters Score -995517.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -995521.250000 Penalty: 2923.428467
	Iteration 37Q: 3 clusters Score -995521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -995524.062500 Penalty: 2923.428467
	Iteration 38Q: 3 clusters Score -995524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -995525.250000 Penalty: 2923.428467
	Iteration 39Q: 3 clusters Score -995525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -995525.250000 Penalty: 2923.428467
	Iteration 40F: 3 clusters Score -995525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (82171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Entering Unmasked Estep 
Score: -10317748.000000 Penalty: 1838.940674
	Iteration 0F: 2 clusters Score -1.031775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -10263591.000000 Penalty: 3677.881348
	Iteration 0F: 3 clusters Score -1.026359e+07 nChanged 39272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -10286233.000000 Penalty: 3677.881348
	Iteration 1F: 3 clusters Score -1.028623e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -10286719.000000 Penalty: 3677.881348
	Iteration 2Q: 3 clusters Score -1.028672e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -10287126.000000 Penalty: 3677.881348
	Iteration 3Q: 3 clusters Score -1.028713e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -10287846.000000 Penalty: 3677.881348
	Iteration 4Q: 3 clusters Score -1.028785e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -10288749.000000 Penalty: 3677.881348
	Iteration 5Q: 3 clusters Score -1.028875e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -10290304.000000 Penalty: 3677.881348
	Iteration 6Q: 3 clusters Score -1.02903e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -10292805.000000 Penalty: 3677.881348
	Iteration 7Q: 3 clusters Score -1.02928e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -10296452.000000 Penalty: 3677.881348
	Iteration 8F: 3 clusters Score -1.029645e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -10300815.000000 Penalty: 3677.881348
	Iteration 9F: 3 clusters Score -1.030082e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -10303905.000000 Penalty: 3677.881348
	Iteration 10F: 3 clusters Score -1.03039e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -10305206.000000 Penalty: 3677.881348
	Iteration 11Q: 3 clusters Score -1.030521e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -10305740.000000 Penalty: 3677.881348
	Iteration 12Q: 3 clusters Score -1.030574e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -10306273.000000 Penalty: 3677.881348
	Iteration 13Q: 3 clusters Score -1.030627e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -10306665.000000 Penalty: 3677.881348
	Iteration 14Q: 3 clusters Score -1.030666e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -10307052.000000 Penalty: 3677.881348
	Iteration 15Q: 3 clusters Score -1.030705e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -10307420.000000 Penalty: 3677.881348
	Iteration 16Q: 3 clusters Score -1.030742e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -10307764.000000 Penalty: 3677.881348
	Iteration 17Q: 3 clusters Score -1.030776e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -10308043.000000 Penalty: 3677.881348
	Iteration 18Q: 3 clusters Score -1.030804e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -10308298.000000 Penalty: 3677.881348
	Iteration 19Q: 3 clusters Score -1.03083e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -10308512.000000 Penalty: 3677.881348
	Iteration 20F: 3 clusters Score -1.030851e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -10308800.000000 Penalty: 3677.881348
	Iteration 21Q: 3 clusters Score -1.03088e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -10309006.000000 Penalty: 3677.881348
	Iteration 22Q: 3 clusters Score -1.030901e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -10309261.000000 Penalty: 3677.881348
	Iteration 23Q: 3 clusters Score -1.030926e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -10309504.000000 Penalty: 3677.881348
	Iteration 24Q: 3 clusters Score -1.03095e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -10309758.000000 Penalty: 3677.881348
	Iteration 25Q: 3 clusters Score -1.030976e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -10309950.000000 Penalty: 3677.881348
	Iteration 26Q: 3 clusters Score -1.030995e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -10310196.000000 Penalty: 3677.881348
	Iteration 27Q: 3 clusters Score -1.03102e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -10310390.000000 Penalty: 3677.881348
	Iteration 28Q: 3 clusters Score -1.031039e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -10310532.000000 Penalty: 3677.881348
	Iteration 29Q: 3 clusters Score -1.031053e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -10310728.000000 Penalty: 3677.881348
	Iteration 30Q: 3 clusters Score -1.031073e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -10310911.000000 Penalty: 3677.881348
	Iteration 31Q: 3 clusters Score -1.031091e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -10311071.000000 Penalty: 3677.881348
	Iteration 32Q: 3 clusters Score -1.031107e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -10311231.000000 Penalty: 3677.881348
	Iteration 33Q: 3 clusters Score -1.031123e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -10311438.000000 Penalty: 3677.881348
	Iteration 34Q: 3 clusters Score -1.031144e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -10311651.000000 Penalty: 3677.881348
	Iteration 35Q: 3 clusters Score -1.031165e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -10311833.000000 Penalty: 3677.881348
	Iteration 36Q: 3 clusters Score -1.031183e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -10312066.000000 Penalty: 3677.881348
	Iteration 37Q: 3 clusters Score -1.031207e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -10312177.000000 Penalty: 3677.881348
	Iteration 38Q: 3 clusters Score -1.031218e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -10312291.000000 Penalty: 3677.881348
	Iteration 39Q: 3 clusters Score -1.031229e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -10312406.000000 Penalty: 3677.881348
	Iteration 40F: 3 clusters Score -1.031241e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -10312508.000000 Penalty: 3677.881348
	Iteration 41Q: 3 clusters Score -1.031251e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -10312565.000000 Penalty: 3677.881348
	Iteration 42Q: 3 clusters Score -1.031256e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -10312682.000000 Penalty: 3677.881348
	Iteration 43Q: 3 clusters Score -1.031268e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -10312758.000000 Penalty: 3677.881348
	Iteration 44Q: 3 clusters Score -1.031276e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -10312796.000000 Penalty: 3677.881348
	Iteration 45Q: 3 clusters Score -1.03128e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -10312804.000000 Penalty: 3677.881348
	Iteration 46Q: 3 clusters Score -1.03128e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -10312792.000000 Penalty: 3677.881348
	Iteration 47Q: 3 clusters Score -1.031279e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -10312762.000000 Penalty: 3677.881348
	Iteration 48Q: 3 clusters Score -1.031276e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -10312772.000000 Penalty: 3677.881348
	Iteration 49Q: 3 clusters Score -1.031277e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -10312823.000000 Penalty: 3677.881348
	Iteration 50Q: 3 clusters Score -1.031282e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -10312870.000000 Penalty: 3677.881348
	Iteration 51Q: 3 clusters Score -1.031287e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -10312916.000000 Penalty: 3677.881348
	Iteration 52Q: 3 clusters Score -1.031292e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -10312917.000000 Penalty: 3677.881348
	Iteration 53Q: 3 clusters Score -1.031292e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -10312927.000000 Penalty: 3677.881348
	Iteration 54Q: 3 clusters Score -1.031293e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -10312933.000000 Penalty: 3677.881348
	Iteration 55Q: 3 clusters Score -1.031293e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -10312944.000000 Penalty: 3677.881348
	Iteration 56Q: 3 clusters Score -1.031294e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -10312975.000000 Penalty: 3677.881348
	Iteration 57Q: 3 clusters Score -1.031298e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -10312958.000000 Penalty: 3677.881348
	Iteration 58Q: 3 clusters Score -1.031296e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -10312928.000000 Penalty: 3677.881348
	Iteration 59Q: 3 clusters Score -1.031293e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -10313000.000000 Penalty: 3677.881348
	Iteration 60F: 3 clusters Score -1.0313e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -10313042.000000 Penalty: 3677.881348
	Iteration 61Q: 3 clusters Score -1.031304e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -10313086.000000 Penalty: 3677.881348
	Iteration 62Q: 3 clusters Score -1.031309e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -10313149.000000 Penalty: 3677.881348
	Iteration 63Q: 3 clusters Score -1.031315e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -10313171.000000 Penalty: 3677.881348
	Iteration 64Q: 3 clusters Score -1.031317e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -10313142.000000 Penalty: 3677.881348
	Iteration 65Q: 3 clusters Score -1.031314e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -10313187.000000 Penalty: 3677.881348
	Iteration 66Q: 3 clusters Score -1.031319e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -10313212.000000 Penalty: 3677.881348
	Iteration 67Q: 3 clusters Score -1.031321e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -10313195.000000 Penalty: 3677.881348
	Iteration 68Q: 3 clusters Score -1.03132e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -10313247.000000 Penalty: 3677.881348
	Iteration 69Q: 3 clusters Score -1.031325e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -10313293.000000 Penalty: 3677.881348
	Iteration 70Q: 3 clusters Score -1.031329e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -10313302.000000 Penalty: 3677.881348
	Iteration 71Q: 3 clusters Score -1.03133e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -10313320.000000 Penalty: 3677.881348
	Iteration 72Q: 3 clusters Score -1.031332e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -10313377.000000 Penalty: 3677.881348
	Iteration 73Q: 3 clusters Score -1.031338e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -10313465.000000 Penalty: 3677.881348
	Iteration 74Q: 3 clusters Score -1.031346e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -10313445.000000 Penalty: 3677.881348
	Iteration 75Q: 3 clusters Score -1.031344e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -10313466.000000 Penalty: 3677.881348
	Iteration 76Q: 3 clusters Score -1.031347e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -10313503.000000 Penalty: 3677.881348
	Iteration 77Q: 3 clusters Score -1.03135e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -10313576.000000 Penalty: 3677.881348
	Iteration 78Q: 3 clusters Score -1.031358e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -10313621.000000 Penalty: 3677.881348
	Iteration 79Q: 3 clusters Score -1.031362e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -10313703.000000 Penalty: 3677.881348
	Iteration 80F: 3 clusters Score -1.03137e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -10313779.000000 Penalty: 3677.881348
	Iteration 81Q: 3 clusters Score -1.031378e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -10313888.000000 Penalty: 3677.881348
	Iteration 82Q: 3 clusters Score -1.031389e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -10314067.000000 Penalty: 3677.881348
	Iteration 83Q: 3 clusters Score -1.031407e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -10314232.000000 Penalty: 3677.881348
	Iteration 84Q: 3 clusters Score -1.031423e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -10314340.000000 Penalty: 3677.881348
	Iteration 85Q: 3 clusters Score -1.031434e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -10314420.000000 Penalty: 3677.881348
	Iteration 86Q: 3 clusters Score -1.031442e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -10314588.000000 Penalty: 3677.881348
	Iteration 87Q: 3 clusters Score -1.031459e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -10314659.000000 Penalty: 3677.881348
	Iteration 88Q: 3 clusters Score -1.031466e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -10314780.000000 Penalty: 3677.881348
	Iteration 89Q: 3 clusters Score -1.031478e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -10314898.000000 Penalty: 3677.881348
	Iteration 90Q: 3 clusters Score -1.03149e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -10314993.000000 Penalty: 3677.881348
	Iteration 91Q: 3 clusters Score -1.031499e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -10315096.000000 Penalty: 3677.881348
	Iteration 92Q: 3 clusters Score -1.03151e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -10315226.000000 Penalty: 3677.881348
	Iteration 93Q: 3 clusters Score -1.031523e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -10315302.000000 Penalty: 3677.881348
	Iteration 94Q: 3 clusters Score -1.03153e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 69958 members 
Entering Unmasked Estep 
Score: -10315413.000000 Penalty: 3677.881348
	Iteration 95Q: 3 clusters Score -1.031541e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 70506 members 
Entering Unmasked Estep 
Score: -10315496.000000 Penalty: 3677.881348
	Iteration 96Q: 3 clusters Score -1.03155e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -10315593.000000 Penalty: 3677.881348
	Iteration 97Q: 3 clusters Score -1.031559e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
Score: -10315677.000000 Penalty: 3677.881348
	Iteration 98Q: 3 clusters Score -1.031568e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -10315746.000000 Penalty: 3677.881348
	Iteration 99Q: 3 clusters Score -1.031575e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -10315846.000000 Penalty: 3677.881348
	Iteration 100F: 3 clusters Score -1.031585e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -10315870.000000 Penalty: 3677.881348
	Iteration 101Q: 3 clusters Score -1.031587e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
Score: -10315902.000000 Penalty: 3677.881348
	Iteration 102Q: 3 clusters Score -1.03159e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -10315975.000000 Penalty: 3677.881348
	Iteration 103Q: 3 clusters Score -1.031598e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -10316007.000000 Penalty: 3677.881348
	Iteration 104Q: 3 clusters Score -1.031601e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -10316015.000000 Penalty: 3677.881348
	Iteration 105Q: 3 clusters Score -1.031602e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -10316034.000000 Penalty: 3677.881348
	Iteration 106Q: 3 clusters Score -1.031603e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -10316089.000000 Penalty: 3677.881348
	Iteration 107Q: 3 clusters Score -1.031609e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -10316138.000000 Penalty: 3677.881348
	Iteration 108Q: 3 clusters Score -1.031614e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -10316160.000000 Penalty: 3677.881348
	Iteration 109Q: 3 clusters Score -1.031616e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -10316217.000000 Penalty: 3677.881348
	Iteration 110Q: 3 clusters Score -1.031622e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -10316310.000000 Penalty: 3677.881348
	Iteration 111Q: 3 clusters Score -1.031631e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 76083 members 
Entering Unmasked Estep 
Score: -10316350.000000 Penalty: 3677.881348
	Iteration 112Q: 3 clusters Score -1.031635e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 76341 members 
Entering Unmasked Estep 
Score: -10316377.000000 Penalty: 3677.881348
	Iteration 113Q: 3 clusters Score -1.031638e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 76598 members 
Entering Unmasked Estep 
Score: -10316393.000000 Penalty: 3677.881348
	Iteration 114Q: 3 clusters Score -1.031639e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -10316480.000000 Penalty: 3677.881348
	Iteration 115Q: 3 clusters Score -1.031648e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -10316523.000000 Penalty: 3677.881348
	Iteration 116Q: 3 clusters Score -1.031652e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 77239 members 
Entering Unmasked Estep 
Score: -10316573.000000 Penalty: 3677.881348
	Iteration 117Q: 3 clusters Score -1.031657e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -10316588.000000 Penalty: 3677.881348
	Iteration 118Q: 3 clusters Score -1.031659e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -10316588.000000 Penalty: 3677.881348
	Iteration 119Q: 3 clusters Score -1.031659e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -10316629.000000 Penalty: 3677.881348
	Iteration 120F: 3 clusters Score -1.031663e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -10316637.000000 Penalty: 3677.881348
	Iteration 121Q: 3 clusters Score -1.031664e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -10316657.000000 Penalty: 3677.881348
	Iteration 122Q: 3 clusters Score -1.031666e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -10316628.000000 Penalty: 3677.881348
	Iteration 123Q: 3 clusters Score -1.031663e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -10316647.000000 Penalty: 3677.881348
	Iteration 124Q: 3 clusters Score -1.031665e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -10316651.000000 Penalty: 3677.881348
	Iteration 125Q: 3 clusters Score -1.031665e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -10316655.000000 Penalty: 3677.881348
	Iteration 126Q: 3 clusters Score -1.031666e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -10316676.000000 Penalty: 3677.881348
	Iteration 127Q: 3 clusters Score -1.031668e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -10316662.000000 Penalty: 3677.881348
	Iteration 128Q: 3 clusters Score -1.031666e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -10316654.000000 Penalty: 3677.881348
	Iteration 129Q: 3 clusters Score -1.031665e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -10316702.000000 Penalty: 3677.881348
	Iteration 130Q: 3 clusters Score -1.03167e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -10316710.000000 Penalty: 3677.881348
	Iteration 131Q: 3 clusters Score -1.031671e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -10316719.000000 Penalty: 3677.881348
	Iteration 132Q: 3 clusters Score -1.031672e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -10316714.000000 Penalty: 3677.881348
	Iteration 133Q: 3 clusters Score -1.031671e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -10316693.000000 Penalty: 3677.881348
	Iteration 134Q: 3 clusters Score -1.031669e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -10316668.000000 Penalty: 3677.881348
	Iteration 135Q: 3 clusters Score -1.031667e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -10316645.000000 Penalty: 3677.881348
	Iteration 136Q: 3 clusters Score -1.031664e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -10316632.000000 Penalty: 3677.881348
	Iteration 137Q: 3 clusters Score -1.031663e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -10316635.000000 Penalty: 3677.881348
	Iteration 138Q: 3 clusters Score -1.031664e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -10316644.000000 Penalty: 3677.881348
	Iteration 139Q: 3 clusters Score -1.031664e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -10316647.000000 Penalty: 3677.881348
	Iteration 140F: 3 clusters Score -1.031665e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -10316646.000000 Penalty: 3677.881348
	Iteration 141Q: 3 clusters Score -1.031665e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -10316630.000000 Penalty: 3677.881348
	Iteration 142Q: 3 clusters Score -1.031663e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -10316647.000000 Penalty: 3677.881348
	Iteration 143Q: 3 clusters Score -1.031665e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -10316654.000000 Penalty: 3677.881348
	Iteration 144Q: 3 clusters Score -1.031665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -10316667.000000 Penalty: 3677.881348
	Iteration 145Q: 3 clusters Score -1.031667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -10316661.000000 Penalty: 3677.881348
	Iteration 146Q: 3 clusters Score -1.031666e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 80990 members 
Entering Unmasked Estep 
Score: -10316654.000000 Penalty: 3677.881348
	Iteration 147Q: 3 clusters Score -1.031665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -10316653.000000 Penalty: 3677.881348
	Iteration 148Q: 3 clusters Score -1.031665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 81044 members 
Entering Unmasked Estep 
Score: -10316653.000000 Penalty: 3677.881348
	Iteration 149Q: 3 clusters Score -1.031665e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -10316662.000000 Penalty: 3677.881348
	Iteration 150Q: 3 clusters Score -1.031666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -10316650.000000 Penalty: 3677.881348
	Iteration 151Q: 3 clusters Score -1.031665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -10316647.000000 Penalty: 3677.881348
	Iteration 152Q: 3 clusters Score -1.031665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 81145 members 
Entering Unmasked Estep 
Score: -10316645.000000 Penalty: 3677.881348
	Iteration 153Q: 3 clusters Score -1.031664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 81170 members 
Entering Unmasked Estep 
Score: -10316641.000000 Penalty: 3677.881348
	Iteration 154Q: 3 clusters Score -1.031664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -10316646.000000 Penalty: 3677.881348
	Iteration 155Q: 3 clusters Score -1.031665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
Score: -10316646.000000 Penalty: 3677.881348
	Iteration 156Q: 3 clusters Score -1.031665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -10316647.000000 Penalty: 3677.881348
	Iteration 157Q: 3 clusters Score -1.031665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 81205 members 
Entering Unmasked Estep 
Score: -10316646.000000 Penalty: 3677.881348
	Iteration 158Q: 3 clusters Score -1.031665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -10316634.000000 Penalty: 3677.881348
	Iteration 159Q: 3 clusters Score -1.031663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -10316634.000000 Penalty: 3677.881348
	Iteration 160F: 3 clusters Score -1.031663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -10316634.000000 Penalty: 3677.881348
	Iteration 161Q: 3 clusters Score -1.031663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -10316639.000000 Penalty: 3677.881348
	Iteration 162Q: 3 clusters Score -1.031664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 81266 members 
Entering Unmasked Estep 
Score: -10316628.000000 Penalty: 3677.881348
	Iteration 163Q: 3 clusters Score -1.031663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -10316638.000000 Penalty: 3677.881348
	Iteration 164Q: 3 clusters Score -1.031664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -10316636.000000 Penalty: 3677.881348
	Iteration 165Q: 3 clusters Score -1.031664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -10316633.000000 Penalty: 3677.881348
	Iteration 166Q: 3 clusters Score -1.031663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -10316635.000000 Penalty: 3677.881348
	Iteration 167Q: 3 clusters Score -1.031664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -10316632.000000 Penalty: 3677.881348
	Iteration 168Q: 3 clusters Score -1.031663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -10316637.000000 Penalty: 3677.881348
	Iteration 169Q: 3 clusters Score -1.031664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -10316644.000000 Penalty: 3677.881348
	Iteration 170Q: 3 clusters Score -1.031664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -10316636.000000 Penalty: 3677.881348
	Iteration 171Q: 3 clusters Score -1.031664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -10316632.000000 Penalty: 3677.881348
	Iteration 172Q: 3 clusters Score -1.031663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -10316626.000000 Penalty: 3677.881348
	Iteration 173Q: 3 clusters Score -1.031663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -10316626.000000 Penalty: 3677.881348
	Iteration 174F: 3 clusters Score -1.031663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Entering Unmasked Estep 
Score: -8425834.000000 Penalty: 1808.895630
	Iteration 0F: 2 clusters Score -8425834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -8380134.500000 Penalty: 3617.791260
	Iteration 0F: 3 clusters Score -8380134 nChanged 32371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -8398644.000000 Penalty: 3617.791260
	Iteration 1F: 3 clusters Score -8398644 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -8399467.000000 Penalty: 3617.791260
	Iteration 2Q: 3 clusters Score -8399467 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -8400507.000000 Penalty: 3617.791260
	Iteration 3Q: 3 clusters Score -8400507 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -8401897.000000 Penalty: 3617.791260
	Iteration 4Q: 3 clusters Score -8401897 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -8403880.000000 Penalty: 3617.791260
	Iteration 5F: 3 clusters Score -8403880 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -8406442.000000 Penalty: 3617.791260
	Iteration 6F: 3 clusters Score -8406442 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -8409425.000000 Penalty: 3617.791260
	Iteration 7F: 3 clusters Score -8409425 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -8412784.000000 Penalty: 3617.791260
	Iteration 8F: 3 clusters Score -8412784 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -8415621.000000 Penalty: 3617.791260
	Iteration 9F: 3 clusters Score -8415621 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -8417260.000000 Penalty: 3617.791260
	Iteration 10Q: 3 clusters Score -8417260 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -8418059.000000 Penalty: 3617.791260
	Iteration 11Q: 3 clusters Score -8418059 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -8418606.000000 Penalty: 3617.791260
	Iteration 12Q: 3 clusters Score -8418606 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -8419016.000000 Penalty: 3617.791260
	Iteration 13Q: 3 clusters Score -8419016 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -8419380.000000 Penalty: 3617.791260
	Iteration 14Q: 3 clusters Score -8419380 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -8419659.000000 Penalty: 3617.791260
	Iteration 15Q: 3 clusters Score -8419659 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -8419863.000000 Penalty: 3617.791260
	Iteration 16Q: 3 clusters Score -8419863 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -8420004.000000 Penalty: 3617.791260
	Iteration 17Q: 3 clusters Score -8420004 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -8420103.000000 Penalty: 3617.791260
	Iteration 18Q: 3 clusters Score -8420103 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -8420159.000000 Penalty: 3617.791260
	Iteration 19Q: 3 clusters Score -8420159 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -8420221.000000 Penalty: 3617.791260
	Iteration 20F: 3 clusters Score -8420221 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -8420262.000000 Penalty: 3617.791260
	Iteration 21Q: 3 clusters Score -8420262 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -8420293.000000 Penalty: 3617.791260
	Iteration 22Q: 3 clusters Score -8420293 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -8420311.000000 Penalty: 3617.791260
	Iteration 23Q: 3 clusters Score -8420311 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -8420344.000000 Penalty: 3617.791260
	Iteration 24Q: 3 clusters Score -8420344 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -8420366.000000 Penalty: 3617.791260
	Iteration 25Q: 3 clusters Score -8420366 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -8420357.000000 Penalty: 3617.791260
	Iteration 26Q: 3 clusters Score -8420357 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -8420368.000000 Penalty: 3617.791260
	Iteration 27Q: 3 clusters Score -8420368 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -8420366.000000 Penalty: 3617.791260
	Iteration 28Q: 3 clusters Score -8420366 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -8420362.000000 Penalty: 3617.791260
	Iteration 29Q: 3 clusters Score -8420362 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -8420365.000000 Penalty: 3617.791260
	Iteration 30Q: 3 clusters Score -8420365 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -8420367.000000 Penalty: 3617.791260
	Iteration 31Q: 3 clusters Score -8420367 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -8420389.000000 Penalty: 3617.791260
	Iteration 32Q: 3 clusters Score -8420389 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -8420404.000000 Penalty: 3617.791260
	Iteration 33Q: 3 clusters Score -8420404 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -8420416.000000 Penalty: 3617.791260
	Iteration 34Q: 3 clusters Score -8420416 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -8420434.000000 Penalty: 3617.791260
	Iteration 35Q: 3 clusters Score -8420434 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -8420441.000000 Penalty: 3617.791260
	Iteration 36Q: 3 clusters Score -8420441 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -8420454.000000 Penalty: 3617.791260
	Iteration 37Q: 3 clusters Score -8420454 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -8420426.000000 Penalty: 3617.791260
	Iteration 38Q: 3 clusters Score -8420426 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -8420426.000000 Penalty: 3617.791260
	Iteration 39Q: 3 clusters Score -8420426 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -8420438.000000 Penalty: 3617.791260
	Iteration 40F: 3 clusters Score -8420438 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -8420440.000000 Penalty: 3617.791260
	Iteration 41Q: 3 clusters Score -8420440 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -8420459.000000 Penalty: 3617.791260
	Iteration 42Q: 3 clusters Score -8420459 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -8420482.000000 Penalty: 3617.791260
	Iteration 43Q: 3 clusters Score -8420482 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -8420500.000000 Penalty: 3617.791260
	Iteration 44Q: 3 clusters Score -8420500 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -8420504.000000 Penalty: 3617.791260
	Iteration 45Q: 3 clusters Score -8420504 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -8420529.000000 Penalty: 3617.791260
	Iteration 46Q: 3 clusters Score -8420529 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -8420548.000000 Penalty: 3617.791260
	Iteration 47Q: 3 clusters Score -8420548 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -8420539.000000 Penalty: 3617.791260
	Iteration 48Q: 3 clusters Score -8420539 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -8420557.000000 Penalty: 3617.791260
	Iteration 49Q: 3 clusters Score -8420557 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -8420558.000000 Penalty: 3617.791260
	Iteration 50Q: 3 clusters Score -8420558 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -8420573.000000 Penalty: 3617.791260
	Iteration 51Q: 3 clusters Score -8420573 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -8420578.000000 Penalty: 3617.791260
	Iteration 52Q: 3 clusters Score -8420578 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -8420569.000000 Penalty: 3617.791260
	Iteration 53Q: 3 clusters Score -8420569 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -8420580.000000 Penalty: 3617.791260
	Iteration 54Q: 3 clusters Score -8420580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -8420600.000000 Penalty: 3617.791260
	Iteration 55Q: 3 clusters Score -8420600 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -8420598.000000 Penalty: 3617.791260
	Iteration 56Q: 3 clusters Score -8420598 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -8420613.000000 Penalty: 3617.791260
	Iteration 57Q: 3 clusters Score -8420613 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -8420597.000000 Penalty: 3617.791260
	Iteration 58Q: 3 clusters Score -8420597 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -8420604.000000 Penalty: 3617.791260
	Iteration 59Q: 3 clusters Score -8420604 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -8420654.000000 Penalty: 3617.791260
	Iteration 60F: 3 clusters Score -8420654 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8420673 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8420725 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8420742 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8420740 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8420770 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8420812 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8420889 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8420928 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8420953 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8420966 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8421002 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8421074 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8421160 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8421221 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8421299 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8421392 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8421490 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8421599 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8421688 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8421810 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8421924 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8422029 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8422081 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8422167 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8422226 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8422322 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8422408 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8422503 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8422546 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8422635 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8422702 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8422797 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8422876 nChanged 427
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Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8422927 nChanged 416
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8423014 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8423113 nChanged 383
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8423211 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8423282 nChanged 358
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
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Entering Unmasked Estep 
Score: -8423333.000000 Penalty: 3617.791260
	Iteration 99Q: 3 clusters Score -8423333 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -8423386.000000 Penalty: 3617.791260
	Iteration 100F: 3 clusters Score -8423386 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8423452 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8423515 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -8423554.000000 Penalty: 3617.791260
	Iteration 103Q: 3 clusters Score -8423554 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8423582 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8423645 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -8423691.000000 Penalty: 3617.791260
	Iteration 106Q: 3 clusters Score -8423691 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8423743 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8423782 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8423833 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8423875 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8423901 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8423938 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8423972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8423995 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8424022 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8424076 nChanged 164
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Mstep: Class 1 contains 4816 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8424078 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -8424104.000000 Penalty: 3617.791260
	Iteration 118Q: 3 clusters Score -8424104 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8424128 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -8424160.000000 Penalty: 3617.791260
	Iteration 120F: 3 clusters Score -8424160 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8424167 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -8424185.000000 Penalty: 3617.791260
	Iteration 122Q: 3 clusters Score -8424185 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8424205 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 64365 members 
Entering Unmasked Estep 
Score: -8424222.000000 Penalty: 3617.791260
	Iteration 124Q: 3 clusters Score -8424222 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8424223 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -8424235.000000 Penalty: 3617.791260
	Iteration 126Q: 3 clusters Score -8424235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8424248 nChanged 86
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Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8424248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -8424262.000000 Penalty: 3617.791260
	Iteration 129Q: 3 clusters Score -8424262 nChanged 81
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Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -8424287.000000 Penalty: 3617.791260
	Iteration 130Q: 3 clusters Score -8424287 nChanged 73
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Mstep: Class 2 contains 64956 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8424299 nChanged 65
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Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8424282 nChanged 64
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Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8424299 nChanged 49
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Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8424306 nChanged 55
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8424301 nChanged 54
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Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8424319 nChanged 48
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	Iteration 137Q: 3 clusters Score -8424327 nChanged 50
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8424312 nChanged 37
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8424310 nChanged 44
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8424321 nChanged 38
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8424335 nChanged 36
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8424354 nChanged 40
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Mstep: Class 1 contains 2764 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8424362 nChanged 38
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8424355 nChanged 31
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Mstep: Class 1 contains 2699 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8424359 nChanged 30
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Mstep: Class 1 contains 2669 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8424352 nChanged 28
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8424356 nChanged 36
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8424355 nChanged 28
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8424353 nChanged 30
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8424355 nChanged 35
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Mstep: Class 2 contains 65782 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8424352 nChanged 29
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Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 65811 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8424363 nChanged 40
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8424367 nChanged 39
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8424374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8424377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8424393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8424413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8424438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -8424456.000000 Penalty: 3617.791260
	Iteration 159Q: 3 clusters Score -8424456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -8424461.000000 Penalty: 3617.791260
	Iteration 160F: 3 clusters Score -8424461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8424451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -8424457.000000 Penalty: 3617.791260
	Iteration 162Q: 3 clusters Score -8424457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -8424459.000000 Penalty: 3617.791260
	Iteration 163Q: 3 clusters Score -8424459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8424464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8424459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -8424467.000000 Penalty: 3617.791260
	Iteration 166Q: 3 clusters Score -8424467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -8424463.000000 Penalty: 3617.791260
	Iteration 167Q: 3 clusters Score -8424463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8424464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -8424472.000000 Penalty: 3617.791260
	Iteration 169Q: 3 clusters Score -8424472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -8424455.000000 Penalty: 3617.791260
	Iteration 170Q: 3 clusters Score -8424455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -8424469.000000 Penalty: 3617.791260
	Iteration 171Q: 3 clusters Score -8424469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -8424478.000000 Penalty: 3617.791260
	Iteration 172Q: 3 clusters Score -8424478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -8424484.000000 Penalty: 3617.791260
	Iteration 173Q: 3 clusters Score -8424484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -8424481.000000 Penalty: 3617.791260
	Iteration 174Q: 3 clusters Score -8424481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -8424486.000000 Penalty: 3617.791260
	Iteration 175Q: 3 clusters Score -8424486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -8424487.000000 Penalty: 3617.791260
	Iteration 176Q: 3 clusters Score -8424487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8424484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -8424491.000000 Penalty: 3617.791260
	Iteration 178Q: 3 clusters Score -8424491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8424491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -8424508.000000 Penalty: 3617.791260
	Iteration 180F: 3 clusters Score -8424508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -8424502.000000 Penalty: 3617.791260
	Iteration 181Q: 3 clusters Score -8424502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8424507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -8424516.000000 Penalty: 3617.791260
	Iteration 183Q: 3 clusters Score -8424516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -8424517.000000 Penalty: 3617.791260
	Iteration 184Q: 3 clusters Score -8424517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -8424515.000000 Penalty: 3617.791260
	Iteration 185Q: 3 clusters Score -8424515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8424515 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8424515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -8424519.000000 Penalty: 3617.791260
	Iteration 188Q: 3 clusters Score -8424519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -8424511.000000 Penalty: 3617.791260
	Iteration 189Q: 3 clusters Score -8424511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8424508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -8424509.000000 Penalty: 3617.791260
	Iteration 191Q: 3 clusters Score -8424509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -8424507.000000 Penalty: 3617.791260
	Iteration 192Q: 3 clusters Score -8424507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8424507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -8424511.000000 Penalty: 3617.791260
	Iteration 194Q: 3 clusters Score -8424511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 66477 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8424508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 66487 members 
Entering Unmasked Estep 
Score: -8424514.000000 Penalty: 3617.791260
	Iteration 196Q: 3 clusters Score -8424514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -8424517.000000 Penalty: 3617.791260
	Iteration 197Q: 3 clusters Score -8424517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -8424526.000000 Penalty: 3617.791260
	Iteration 198Q: 3 clusters Score -8424526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -8424512.000000 Penalty: 3617.791260
	Iteration 199Q: 3 clusters Score -8424512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -8424524.000000 Penalty: 3617.791260
	Iteration 200F: 3 clusters Score -8424524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -8424519.000000 Penalty: 3617.791260
	Iteration 201Q: 3 clusters Score -8424519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -8424528.000000 Penalty: 3617.791260
	Iteration 202Q: 3 clusters Score -8424528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -8424544.000000 Penalty: 3617.791260
	Iteration 203Q: 3 clusters Score -8424544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -8424538.000000 Penalty: 3617.791260
	Iteration 204Q: 3 clusters Score -8424538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -8424548.000000 Penalty: 3617.791260
	Iteration 205Q: 3 clusters Score -8424548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -8424544.000000 Penalty: 3617.791260
	Iteration 206Q: 3 clusters Score -8424544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -8424539.000000 Penalty: 3617.791260
	Iteration 207Q: 3 clusters Score -8424539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -8424549.000000 Penalty: 3617.791260
	Iteration 208Q: 3 clusters Score -8424549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -8424540.000000 Penalty: 3617.791260
	Iteration 209Q: 3 clusters Score -8424540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -8424547.000000 Penalty: 3617.791260
	Iteration 210Q: 3 clusters Score -8424547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -8424545.000000 Penalty: 3617.791260
	Iteration 211Q: 3 clusters Score -8424545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -8424554.000000 Penalty: 3617.791260
	Iteration 212Q: 3 clusters Score -8424554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -8424546.000000 Penalty: 3617.791260
	Iteration 213Q: 3 clusters Score -8424546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -8424550.000000 Penalty: 3617.791260
	Iteration 214Q: 3 clusters Score -8424550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8424549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8424547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -8424552.000000 Penalty: 3617.791260
	Iteration 217Q: 3 clusters Score -8424552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -8424557.000000 Penalty: 3617.791260
	Iteration 218Q: 3 clusters Score -8424557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -8424564.000000 Penalty: 3617.791260
	Iteration 219Q: 3 clusters Score -8424564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -8424558.000000 Penalty: 3617.791260
	Iteration 220F: 3 clusters Score -8424558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -8424552.000000 Penalty: 3617.791260
	Iteration 221Q: 3 clusters Score -8424552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -8424559.000000 Penalty: 3617.791260
	Iteration 222Q: 3 clusters Score -8424559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -8424566.000000 Penalty: 3617.791260
	Iteration 223Q: 3 clusters Score -8424566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8424566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -8424570.000000 Penalty: 3617.791260
	Iteration 225Q: 3 clusters Score -8424570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -8424570.000000 Penalty: 3617.791260
	Iteration 226Q: 3 clusters Score -8424570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -8424568.000000 Penalty: 3617.791260
	Iteration 227Q: 3 clusters Score -8424568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8424568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -8424562.000000 Penalty: 3617.791260
	Iteration 229Q: 3 clusters Score -8424562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -8424567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8424568 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -8424565.000000 Penalty: 3617.791260
	Iteration 232Q: 3 clusters Score -8424565 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8424572.000000 Penalty: 3617.791260
	Iteration 233Q: 3 clusters Score -8424572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -8424578.000000 Penalty: 3617.791260
	Iteration 234Q: 3 clusters Score -8424578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -8424579.000000 Penalty: 3617.791260
	Iteration 235Q: 3 clusters Score -8424579 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1534 members 
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Entering Unmasked Estep 
Score: -8424585.000000 Penalty: 3617.791260
	Iteration 236Q: 3 clusters Score -8424585 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1530 members 
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Entering Unmasked Estep 
Score: -8424587.000000 Penalty: 3617.791260
	Iteration 237Q: 3 clusters Score -8424587 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8424581.000000 Penalty: 3617.791260
	Iteration 238Q: 3 clusters Score -8424581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -8424590.000000 Penalty: 3617.791260
	Iteration 239Q: 3 clusters Score -8424590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 66786 members 
Entering Unmasked Estep 
Score: -8424595.000000 Penalty: 3617.791260
	Iteration 240F: 3 clusters Score -8424595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -8424590 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8424603.000000 Penalty: 3617.791260
	Iteration 242Q: 3 clusters Score -8424603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -8424600 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1500 members 
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Entering Unmasked Estep 
Score: -8424605.000000 Penalty: 3617.791260
	Iteration 244Q: 3 clusters Score -8424605 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1501 members 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -8424606 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -8424609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -8424611.000000 Penalty: 3617.791260
	Iteration 247Q: 3 clusters Score -8424611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -8424610.000000 Penalty: 3617.791260
	Iteration 248Q: 3 clusters Score -8424610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -8424603.000000 Penalty: 3617.791260
	Iteration 249Q: 3 clusters Score -8424603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -8424613.000000 Penalty: 3617.791260
	Iteration 250Q: 3 clusters Score -8424613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -8424612.000000 Penalty: 3617.791260
	Iteration 251Q: 3 clusters Score -8424612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -8424622.000000 Penalty: 3617.791260
	Iteration 252Q: 3 clusters Score -8424622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -8424623.000000 Penalty: 3617.791260
	Iteration 253Q: 3 clusters Score -8424623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -8424627.000000 Penalty: 3617.791260
	Iteration 254Q: 3 clusters Score -8424627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -8424634.000000 Penalty: 3617.791260
	Iteration 255Q: 3 clusters Score -8424634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -8424635.000000 Penalty: 3617.791260
	Iteration 256Q: 3 clusters Score -8424635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -8424635.000000 Penalty: 3617.791260
	Iteration 257F: 3 clusters Score -8424635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -35094.617188 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -35094.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34209.753906 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -34209.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34403.417969 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -34403.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34503.695312 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -34503.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34588.398438 Penalty: 1913.885254
	Iteration 3F: 3 clusters Score -34588.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34661.996094 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -34662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34695.808594 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -34695.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34745.886719 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -34745.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34804.039062 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -34804.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34876.691406 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -34876.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34881.281250 Penalty: 1913.885254
	Iteration 9Q: 3 clusters Score -34881.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34904.093750 Penalty: 1913.885254
	Iteration 10Q: 3 clusters Score -34904.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34907.222656 Penalty: 1913.885254
	Iteration 11Q: 3 clusters Score -34907.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34913.871094 Penalty: 1913.885254
	Iteration 12Q: 3 clusters Score -34913.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34915.886719 Penalty: 1913.885254
	Iteration 13Q: 3 clusters Score -34915.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34915.933594 Penalty: 1913.885254
	Iteration 14F: 3 clusters Score -34915.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34929.199219 Penalty: 1913.885254
	Iteration 15Q: 3 clusters Score -34929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34946.972656 Penalty: 1913.885254
	Iteration 16Q: 3 clusters Score -34946.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34961.953125 Penalty: 1913.885254
	Iteration 17Q: 3 clusters Score -34961.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34969.554688 Penalty: 1913.885254
	Iteration 18Q: 3 clusters Score -34969.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34970.621094 Penalty: 1913.885254
	Iteration 19Q: 3 clusters Score -34970.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34970.621094 Penalty: 1913.885254
	Iteration 20F: 3 clusters Score -34970.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Entering Unmasked Estep 
Score: -1293966.625000 Penalty: 1508.492920
	Iteration 0F: 2 clusters Score -1293967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1286329.625000 Penalty: 3016.985840
	Iteration 0F: 3 clusters Score -1286330 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1288790.500000 Penalty: 3016.985840
	Iteration 1F: 3 clusters Score -1288790 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1289025.375000 Penalty: 3016.985840
	Iteration 2F: 3 clusters Score -1289025 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1289237.625000 Penalty: 3016.985840
	Iteration 3Q: 3 clusters Score -1289238 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1289444.875000 Penalty: 3016.985840
	Iteration 4Q: 3 clusters Score -1289445 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1289659.750000 Penalty: 3016.985840
	Iteration 5Q: 3 clusters Score -1289660 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1289915.500000 Penalty: 3016.985840
	Iteration 6Q: 3 clusters Score -1289916 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1290205.125000 Penalty: 3016.985840
	Iteration 7Q: 3 clusters Score -1290205 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1290516.125000 Penalty: 3016.985840
	Iteration 8Q: 3 clusters Score -1290516 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1290816.000000 Penalty: 3016.985840
	Iteration 9Q: 3 clusters Score -1290816 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1291141.125000 Penalty: 3016.985840
	Iteration 10Q: 3 clusters Score -1291141 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1291461.875000 Penalty: 3016.985840
	Iteration 11Q: 3 clusters Score -1291462 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1291712.375000 Penalty: 3016.985840
	Iteration 12Q: 3 clusters Score -1291712 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1291917.375000 Penalty: 3016.985840
	Iteration 13Q: 3 clusters Score -1291917 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1292053.500000 Penalty: 3016.985840
	Iteration 14Q: 3 clusters Score -1292054 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1292139.500000 Penalty: 3016.985840
	Iteration 15Q: 3 clusters Score -1292140 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1292202.250000 Penalty: 3016.985840
	Iteration 16Q: 3 clusters Score -1292202 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1292231.625000 Penalty: 3016.985840
	Iteration 17Q: 3 clusters Score -1292232 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1292254.000000 Penalty: 3016.985840
	Iteration 18Q: 3 clusters Score -1292254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1292270.375000 Penalty: 3016.985840
	Iteration 19Q: 3 clusters Score -1292270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1292284.750000 Penalty: 3016.985840
	Iteration 20F: 3 clusters Score -1292285 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1292297.500000 Penalty: 3016.985840
	Iteration 21Q: 3 clusters Score -1292298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1292307.375000 Penalty: 3016.985840
	Iteration 22Q: 3 clusters Score -1292307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1292326.250000 Penalty: 3016.985840
	Iteration 23Q: 3 clusters Score -1292326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1292334.250000 Penalty: 3016.985840
	Iteration 24Q: 3 clusters Score -1292334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1292345.250000 Penalty: 3016.985840
	Iteration 25Q: 3 clusters Score -1292345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1292356.500000 Penalty: 3016.985840
	Iteration 26Q: 3 clusters Score -1292356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1292362.500000 Penalty: 3016.985840
	Iteration 27Q: 3 clusters Score -1292362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1292366.375000 Penalty: 3016.985840
	Iteration 28Q: 3 clusters Score -1292366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1292377.000000 Penalty: 3016.985840
	Iteration 29Q: 3 clusters Score -1292377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1292384.625000 Penalty: 3016.985840
	Iteration 30Q: 3 clusters Score -1292385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1292389.375000 Penalty: 3016.985840
	Iteration 31Q: 3 clusters Score -1292389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1292398.750000 Penalty: 3016.985840
	Iteration 32Q: 3 clusters Score -1292399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1292402.125000 Penalty: 3016.985840
	Iteration 33Q: 3 clusters Score -1292402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1292404.375000 Penalty: 3016.985840
	Iteration 34Q: 3 clusters Score -1292404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1292407.625000 Penalty: 3016.985840
	Iteration 35Q: 3 clusters Score -1292408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1292413.000000 Penalty: 3016.985840
	Iteration 36Q: 3 clusters Score -1292413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1292416.375000 Penalty: 3016.985840
	Iteration 37Q: 3 clusters Score -1292416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1292418.750000 Penalty: 3016.985840
	Iteration 38Q: 3 clusters Score -1292419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1292425.625000 Penalty: 3016.985840
	Iteration 39Q: 3 clusters Score -1292426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1292432.250000 Penalty: 3016.985840
	Iteration 40F: 3 clusters Score -1292432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1292438.500000 Penalty: 3016.985840
	Iteration 41Q: 3 clusters Score -1292438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1292443.875000 Penalty: 3016.985840
	Iteration 42Q: 3 clusters Score -1292444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1292454.125000 Penalty: 3016.985840
	Iteration 43Q: 3 clusters Score -1292454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1292456.875000 Penalty: 3016.985840
	Iteration 44Q: 3 clusters Score -1292457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1292461.875000 Penalty: 3016.985840
	Iteration 45Q: 3 clusters Score -1292462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1292472.625000 Penalty: 3016.985840
	Iteration 46Q: 3 clusters Score -1292473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1292476.875000 Penalty: 3016.985840
	Iteration 47Q: 3 clusters Score -1292477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1292484.625000 Penalty: 3016.985840
	Iteration 48Q: 3 clusters Score -1292485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1292490.250000 Penalty: 3016.985840
	Iteration 49Q: 3 clusters Score -1292490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1292493.875000 Penalty: 3016.985840
	Iteration 50Q: 3 clusters Score -1292494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1292501.125000 Penalty: 3016.985840
	Iteration 51Q: 3 clusters Score -1292501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1292507.625000 Penalty: 3016.985840
	Iteration 52Q: 3 clusters Score -1292508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1292513.375000 Penalty: 3016.985840
	Iteration 53Q: 3 clusters Score -1292513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1292514.875000 Penalty: 3016.985840
	Iteration 54Q: 3 clusters Score -1292515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1292516.375000 Penalty: 3016.985840
	Iteration 55Q: 3 clusters Score -1292516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1292532.875000 Penalty: 3016.985840
	Iteration 56Q: 3 clusters Score -1292533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1292541.250000 Penalty: 3016.985840
	Iteration 57Q: 3 clusters Score -1292541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1292548.375000 Penalty: 3016.985840
	Iteration 58Q: 3 clusters Score -1292548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1292551.750000 Penalty: 3016.985840
	Iteration 59Q: 3 clusters Score -1292552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1292557.125000 Penalty: 3016.985840
	Iteration 60F: 3 clusters Score -1292557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1292558.500000 Penalty: 3016.985840
	Iteration 61Q: 3 clusters Score -1292558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1292564.250000 Penalty: 3016.985840
	Iteration 62Q: 3 clusters Score -1292564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1292567.250000 Penalty: 3016.985840
	Iteration 63Q: 3 clusters Score -1292567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1292564.000000 Penalty: 3016.985840
	Iteration 64Q: 3 clusters Score -1292564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1292565.000000 Penalty: 3016.985840
	Iteration 65Q: 3 clusters Score -1292565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1292566.875000 Penalty: 3016.985840
	Iteration 66Q: 3 clusters Score -1292567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1292567.375000 Penalty: 3016.985840
	Iteration 67Q: 3 clusters Score -1292567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1292567.500000 Penalty: 3016.985840
	Iteration 68Q: 3 clusters Score -1292568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1292571.000000 Penalty: 3016.985840
	Iteration 69Q: 3 clusters Score -1292571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1292571.750000 Penalty: 3016.985840
	Iteration 70Q: 3 clusters Score -1292572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1292572.000000 Penalty: 3016.985840
	Iteration 71Q: 3 clusters Score -1292572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1292572.000000 Penalty: 3016.985840
	Iteration 72F: 3 clusters Score -1292572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -183729.031250 Penalty: 1201.704956
	Iteration 0F: 2 clusters Score -183729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -181858.890625 Penalty: 2403.409912
	Iteration 0F: 3 clusters Score -181858.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -182236.187500 Penalty: 2403.409912
	Iteration 1F: 3 clusters Score -182236.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -182304.984375 Penalty: 2403.409912
	Iteration 2F: 3 clusters Score -182305 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -182341.687500 Penalty: 2403.409912
	Iteration 3Q: 3 clusters Score -182341.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -182368.359375 Penalty: 2403.409912
	Iteration 4Q: 3 clusters Score -182368.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -182393.750000 Penalty: 2403.409912
	Iteration 5Q: 3 clusters Score -182393.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -182409.390625 Penalty: 2403.409912
	Iteration 6Q: 3 clusters Score -182409.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -182419.218750 Penalty: 2403.409912
	Iteration 7Q: 3 clusters Score -182419.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -182421.656250 Penalty: 2403.409912
	Iteration 8Q: 3 clusters Score -182421.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -182424.421875 Penalty: 2403.409912
	Iteration 9Q: 3 clusters Score -182424.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -182428.953125 Penalty: 2403.409912
	Iteration 10Q: 3 clusters Score -182429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -182438.421875 Penalty: 2403.409912
	Iteration 11Q: 3 clusters Score -182438.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -182445.640625 Penalty: 2403.409912
	Iteration 12Q: 3 clusters Score -182445.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -182448.687500 Penalty: 2403.409912
	Iteration 13Q: 3 clusters Score -182448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -182449.515625 Penalty: 2403.409912
	Iteration 14Q: 3 clusters Score -182449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -182449.515625 Penalty: 2403.409912
	Iteration 15F: 3 clusters Score -182449.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -199103.703125 Penalty: 1211.297974
	Iteration 0F: 2 clusters Score -199103.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -197217.359375 Penalty: 2422.595947
	Iteration 0F: 3 clusters Score -197217.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197685.796875 Penalty: 2422.595947
	Iteration 1F: 3 clusters Score -197685.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -197804.406250 Penalty: 2422.595947
	Iteration 2F: 3 clusters Score -197804.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -197904.765625 Penalty: 2422.595947
	Iteration 3F: 3 clusters Score -197904.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -197975.875000 Penalty: 2422.595947
	Iteration 4Q: 3 clusters Score -197975.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -198038.375000 Penalty: 2422.595947
	Iteration 5Q: 3 clusters Score -198038.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -198086.187500 Penalty: 2422.595947
	Iteration 6Q: 3 clusters Score -198086.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -198136.453125 Penalty: 2422.595947
	Iteration 7Q: 3 clusters Score -198136.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -198178.000000 Penalty: 2422.595947
	Iteration 8Q: 3 clusters Score -198178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -198215.796875 Penalty: 2422.595947
	Iteration 9Q: 3 clusters Score -198215.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -198252.718750 Penalty: 2422.595947
	Iteration 10Q: 3 clusters Score -198252.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -198289.156250 Penalty: 2422.595947
	Iteration 11Q: 3 clusters Score -198289.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -198320.265625 Penalty: 2422.595947
	Iteration 12Q: 3 clusters Score -198320.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -198351.453125 Penalty: 2422.595947
	Iteration 13Q: 3 clusters Score -198351.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -198379.406250 Penalty: 2422.595947
	Iteration 14Q: 3 clusters Score -198379.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -198401.000000 Penalty: 2422.595947
	Iteration 15Q: 3 clusters Score -198401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -198420.437500 Penalty: 2422.595947
	Iteration 16Q: 3 clusters Score -198420.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -198438.015625 Penalty: 2422.595947
	Iteration 17Q: 3 clusters Score -198438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -198459.937500 Penalty: 2422.595947
	Iteration 18Q: 3 clusters Score -198459.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -198476.453125 Penalty: 2422.595947
	Iteration 19Q: 3 clusters Score -198476.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -198494.359375 Penalty: 2422.595947
	Iteration 20F: 3 clusters Score -198494.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -198507.031250 Penalty: 2422.595947
	Iteration 21Q: 3 clusters Score -198507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -198514.234375 Penalty: 2422.595947
	Iteration 22Q: 3 clusters Score -198514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -198516.468750 Penalty: 2422.595947
	Iteration 23Q: 3 clusters Score -198516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -198517.562500 Penalty: 2422.595947
	Iteration 24Q: 3 clusters Score -198517.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -198519.140625 Penalty: 2422.595947
	Iteration 25Q: 3 clusters Score -198519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -198520.375000 Penalty: 2422.595947
	Iteration 26Q: 3 clusters Score -198520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -198522.015625 Penalty: 2422.595947
	Iteration 27Q: 3 clusters Score -198522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -198524.750000 Penalty: 2422.595947
	Iteration 28Q: 3 clusters Score -198524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -198526.109375 Penalty: 2422.595947
	Iteration 29Q: 3 clusters Score -198526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -198530.484375 Penalty: 2422.595947
	Iteration 30Q: 3 clusters Score -198530.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -198539.109375 Penalty: 2422.595947
	Iteration 31Q: 3 clusters Score -198539.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -198545.093750 Penalty: 2422.595947
	Iteration 32Q: 3 clusters Score -198545.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -198555.921875 Penalty: 2422.595947
	Iteration 33Q: 3 clusters Score -198555.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -198566.562500 Penalty: 2422.595947
	Iteration 34Q: 3 clusters Score -198566.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -198577.968750 Penalty: 2422.595947
	Iteration 35Q: 3 clusters Score -198578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -198589.203125 Penalty: 2422.595947
	Iteration 36Q: 3 clusters Score -198589.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -198598.750000 Penalty: 2422.595947
	Iteration 37Q: 3 clusters Score -198598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -198608.281250 Penalty: 2422.595947
	Iteration 38Q: 3 clusters Score -198608.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -198611.875000 Penalty: 2422.595947
	Iteration 39Q: 3 clusters Score -198611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -198611.875000 Penalty: 2422.595947
	Iteration 40F: 3 clusters Score -198611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Entering Unmasked Estep 
Score: -945630.125000 Penalty: 1456.617554
	Iteration 0F: 2 clusters Score -945630.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -939914.937500 Penalty: 2913.235107
	Iteration 0F: 3 clusters Score -939914.9 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -941719.875000 Penalty: 2913.235107
	Iteration 1F: 3 clusters Score -941719.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -941964.000000 Penalty: 2913.235107
	Iteration 2F: 3 clusters Score -941964 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -942162.750000 Penalty: 2913.235107
	Iteration 3Q: 3 clusters Score -942162.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -942359.125000 Penalty: 2913.235107
	Iteration 4Q: 3 clusters Score -942359.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -942536.500000 Penalty: 2913.235107
	Iteration 5Q: 3 clusters Score -942536.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -942691.250000 Penalty: 2913.235107
	Iteration 6Q: 3 clusters Score -942691.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -942822.937500 Penalty: 2913.235107
	Iteration 7Q: 3 clusters Score -942822.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -942961.625000 Penalty: 2913.235107
	Iteration 8Q: 3 clusters Score -942961.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -943094.062500 Penalty: 2913.235107
	Iteration 9Q: 3 clusters Score -943094.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -943223.062500 Penalty: 2913.235107
	Iteration 10Q: 3 clusters Score -943223.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -943334.562500 Penalty: 2913.235107
	Iteration 11Q: 3 clusters Score -943334.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -943410.687500 Penalty: 2913.235107
	Iteration 12Q: 3 clusters Score -943410.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -943469.687500 Penalty: 2913.235107
	Iteration 13Q: 3 clusters Score -943469.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -943518.562500 Penalty: 2913.235107
	Iteration 14Q: 3 clusters Score -943518.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -943548.500000 Penalty: 2913.235107
	Iteration 15Q: 3 clusters Score -943548.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -943577.375000 Penalty: 2913.235107
	Iteration 16Q: 3 clusters Score -943577.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -943598.062500 Penalty: 2913.235107
	Iteration 17Q: 3 clusters Score -943598.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -943620.937500 Penalty: 2913.235107
	Iteration 18Q: 3 clusters Score -943620.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -943642.687500 Penalty: 2913.235107
	Iteration 19Q: 3 clusters Score -943642.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -943659.375000 Penalty: 2913.235107
	Iteration 20F: 3 clusters Score -943659.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -943675.312500 Penalty: 2913.235107
	Iteration 21Q: 3 clusters Score -943675.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -943691.375000 Penalty: 2913.235107
	Iteration 22Q: 3 clusters Score -943691.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -943710.187500 Penalty: 2913.235107
	Iteration 23Q: 3 clusters Score -943710.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -943731.062500 Penalty: 2913.235107
	Iteration 24Q: 3 clusters Score -943731.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -943750.250000 Penalty: 2913.235107
	Iteration 25Q: 3 clusters Score -943750.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -943767.937500 Penalty: 2913.235107
	Iteration 26Q: 3 clusters Score -943767.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -943790.875000 Penalty: 2913.235107
	Iteration 27Q: 3 clusters Score -943790.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -943821.937500 Penalty: 2913.235107
	Iteration 28Q: 3 clusters Score -943821.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -943855.250000 Penalty: 2913.235107
	Iteration 29Q: 3 clusters Score -943855.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -943876.875000 Penalty: 2913.235107
	Iteration 30Q: 3 clusters Score -943876.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -943890.062500 Penalty: 2913.235107
	Iteration 31Q: 3 clusters Score -943890.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -943906.812500 Penalty: 2913.235107
	Iteration 32Q: 3 clusters Score -943906.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -943924.875000 Penalty: 2913.235107
	Iteration 33Q: 3 clusters Score -943924.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -943939.750000 Penalty: 2913.235107
	Iteration 34Q: 3 clusters Score -943939.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -943952.312500 Penalty: 2913.235107
	Iteration 35Q: 3 clusters Score -943952.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -943966.062500 Penalty: 2913.235107
	Iteration 36Q: 3 clusters Score -943966.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -943980.875000 Penalty: 2913.235107
	Iteration 37Q: 3 clusters Score -943980.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -943991.000000 Penalty: 2913.235107
	Iteration 38Q: 3 clusters Score -943991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -944005.937500 Penalty: 2913.235107
	Iteration 39Q: 3 clusters Score -944005.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -944028.062500 Penalty: 2913.235107
	Iteration 40F: 3 clusters Score -944028.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -944045.000000 Penalty: 2913.235107
	Iteration 41Q: 3 clusters Score -944045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -944064.937500 Penalty: 2913.235107
	Iteration 42Q: 3 clusters Score -944064.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -944088.062500 Penalty: 2913.235107
	Iteration 43Q: 3 clusters Score -944088.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -944107.125000 Penalty: 2913.235107
	Iteration 44Q: 3 clusters Score -944107.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -944122.812500 Penalty: 2913.235107
	Iteration 45Q: 3 clusters Score -944122.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -944135.437500 Penalty: 2913.235107
	Iteration 46Q: 3 clusters Score -944135.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -944144.187500 Penalty: 2913.235107
	Iteration 47Q: 3 clusters Score -944144.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -944149.750000 Penalty: 2913.235107
	Iteration 48Q: 3 clusters Score -944149.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -944153.437500 Penalty: 2913.235107
	Iteration 49Q: 3 clusters Score -944153.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -944155.687500 Penalty: 2913.235107
	Iteration 50Q: 3 clusters Score -944155.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -944159.125000 Penalty: 2913.235107
	Iteration 51Q: 3 clusters Score -944159.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -944164.125000 Penalty: 2913.235107
	Iteration 52Q: 3 clusters Score -944164.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -944169.875000 Penalty: 2913.235107
	Iteration 53Q: 3 clusters Score -944169.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -944172.250000 Penalty: 2913.235107
	Iteration 54Q: 3 clusters Score -944172.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -944173.687500 Penalty: 2913.235107
	Iteration 55Q: 3 clusters Score -944173.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -944176.937500 Penalty: 2913.235107
	Iteration 56Q: 3 clusters Score -944176.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -944178.000000 Penalty: 2913.235107
	Iteration 57Q: 3 clusters Score -944178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -944179.375000 Penalty: 2913.235107
	Iteration 58Q: 3 clusters Score -944179.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -944186.937500 Penalty: 2913.235107
	Iteration 59Q: 3 clusters Score -944186.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -944188.937500 Penalty: 2913.235107
	Iteration 60F: 3 clusters Score -944188.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -944191.375000 Penalty: 2913.235107
	Iteration 61Q: 3 clusters Score -944191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -944193.437500 Penalty: 2913.235107
	Iteration 62Q: 3 clusters Score -944193.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -944196.500000 Penalty: 2913.235107
	Iteration 63Q: 3 clusters Score -944196.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -944198.687500 Penalty: 2913.235107
	Iteration 64Q: 3 clusters Score -944198.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -944202.125000 Penalty: 2913.235107
	Iteration 65Q: 3 clusters Score -944202.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -944206.250000 Penalty: 2913.235107
	Iteration 66Q: 3 clusters Score -944206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -944207.000000 Penalty: 2913.235107
	Iteration 67Q: 3 clusters Score -944207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -944209.250000 Penalty: 2913.235107
	Iteration 68Q: 3 clusters Score -944209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -944211.812500 Penalty: 2913.235107
	Iteration 69Q: 3 clusters Score -944211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -944212.937500 Penalty: 2913.235107
	Iteration 70Q: 3 clusters Score -944212.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -944215.312500 Penalty: 2913.235107
	Iteration 71Q: 3 clusters Score -944215.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -944218.750000 Penalty: 2913.235107
	Iteration 72Q: 3 clusters Score -944218.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -944221.375000 Penalty: 2913.235107
	Iteration 73Q: 3 clusters Score -944221.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -944227.375000 Penalty: 2913.235107
	Iteration 74Q: 3 clusters Score -944227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -944229.250000 Penalty: 2913.235107
	Iteration 75Q: 3 clusters Score -944229.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -944236.187500 Penalty: 2913.235107
	Iteration 76Q: 3 clusters Score -944236.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -944240.812500 Penalty: 2913.235107
	Iteration 77Q: 3 clusters Score -944240.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -944247.062500 Penalty: 2913.235107
	Iteration 78Q: 3 clusters Score -944247.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -944255.437500 Penalty: 2913.235107
	Iteration 79Q: 3 clusters Score -944255.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -944264.375000 Penalty: 2913.235107
	Iteration 80F: 3 clusters Score -944264.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -944279.062500 Penalty: 2913.235107
	Iteration 81Q: 3 clusters Score -944279.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -944288.875000 Penalty: 2913.235107
	Iteration 82Q: 3 clusters Score -944288.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -944301.500000 Penalty: 2913.235107
	Iteration 83Q: 3 clusters Score -944301.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -944309.062500 Penalty: 2913.235107
	Iteration 84Q: 3 clusters Score -944309.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -944312.750000 Penalty: 2913.235107
	Iteration 85Q: 3 clusters Score -944312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -944316.437500 Penalty: 2913.235107
	Iteration 86Q: 3 clusters Score -944316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -944318.562500 Penalty: 2913.235107
	Iteration 87Q: 3 clusters Score -944318.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -944326.562500 Penalty: 2913.235107
	Iteration 88Q: 3 clusters Score -944326.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -944330.312500 Penalty: 2913.235107
	Iteration 89Q: 3 clusters Score -944330.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -944332.375000 Penalty: 2913.235107
	Iteration 90Q: 3 clusters Score -944332.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -944337.937500 Penalty: 2913.235107
	Iteration 91Q: 3 clusters Score -944337.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -944342.062500 Penalty: 2913.235107
	Iteration 92Q: 3 clusters Score -944342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -944346.500000 Penalty: 2913.235107
	Iteration 93Q: 3 clusters Score -944346.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -944350.187500 Penalty: 2913.235107
	Iteration 94Q: 3 clusters Score -944350.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -944354.187500 Penalty: 2913.235107
	Iteration 95Q: 3 clusters Score -944354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -944354.687500 Penalty: 2913.235107
	Iteration 96Q: 3 clusters Score -944354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -944356.250000 Penalty: 2913.235107
	Iteration 97Q: 3 clusters Score -944356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -944359.000000 Penalty: 2913.235107
	Iteration 98Q: 3 clusters Score -944359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -944360.812500 Penalty: 2913.235107
	Iteration 99Q: 3 clusters Score -944360.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -944363.625000 Penalty: 2913.235107
	Iteration 100F: 3 clusters Score -944363.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -944364.875000 Penalty: 2913.235107
	Iteration 101Q: 3 clusters Score -944364.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -944369.875000 Penalty: 2913.235107
	Iteration 102Q: 3 clusters Score -944369.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -944372.437500 Penalty: 2913.235107
	Iteration 103Q: 3 clusters Score -944372.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -944375.812500 Penalty: 2913.235107
	Iteration 104Q: 3 clusters Score -944375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -944378.125000 Penalty: 2913.235107
	Iteration 105Q: 3 clusters Score -944378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -944382.000000 Penalty: 2913.235107
	Iteration 106Q: 3 clusters Score -944382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -944385.187500 Penalty: 2913.235107
	Iteration 107Q: 3 clusters Score -944385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -944387.250000 Penalty: 2913.235107
	Iteration 108Q: 3 clusters Score -944387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -944387.187500 Penalty: 2913.235107
	Iteration 109Q: 3 clusters Score -944387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -944388.187500 Penalty: 2913.235107
	Iteration 110Q: 3 clusters Score -944388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -944389.000000 Penalty: 2913.235107
	Iteration 111Q: 3 clusters Score -944389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -944389.500000 Penalty: 2913.235107
	Iteration 112Q: 3 clusters Score -944389.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -944390.062500 Penalty: 2913.235107
	Iteration 113Q: 3 clusters Score -944390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -944390.687500 Penalty: 2913.235107
	Iteration 114Q: 3 clusters Score -944390.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -944390.687500 Penalty: 2913.235107
	Iteration 115F: 3 clusters Score -944390.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -145442.062500 Penalty: 1161.478394
	Iteration 0F: 2 clusters Score -145442.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -143826.250000 Penalty: 2322.956787
	Iteration 0F: 3 clusters Score -143826.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144114.031250 Penalty: 2322.956787
	Iteration 1F: 3 clusters Score -144114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -144212.671875 Penalty: 2322.956787
	Iteration 2F: 3 clusters Score -144212.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144264.265625 Penalty: 2322.956787
	Iteration 3F: 3 clusters Score -144264.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -144295.546875 Penalty: 2322.956787
	Iteration 4Q: 3 clusters Score -144295.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -144315.390625 Penalty: 2322.956787
	Iteration 5Q: 3 clusters Score -144315.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -144335.781250 Penalty: 2322.956787
	Iteration 6Q: 3 clusters Score -144335.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -144356.312500 Penalty: 2322.956787
	Iteration 7Q: 3 clusters Score -144356.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -144377.078125 Penalty: 2322.956787
	Iteration 8Q: 3 clusters Score -144377.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -144396.000000 Penalty: 2322.956787
	Iteration 9Q: 3 clusters Score -144396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144418.578125 Penalty: 2322.956787
	Iteration 10Q: 3 clusters Score -144418.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144436.796875 Penalty: 2322.956787
	Iteration 11Q: 3 clusters Score -144436.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144457.906250 Penalty: 2322.956787
	Iteration 12Q: 3 clusters Score -144457.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144474.046875 Penalty: 2322.956787
	Iteration 13Q: 3 clusters Score -144474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -144485.046875 Penalty: 2322.956787
	Iteration 14Q: 3 clusters Score -144485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -144492.437500 Penalty: 2322.956787
	Iteration 15Q: 3 clusters Score -144492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -144499.531250 Penalty: 2322.956787
	Iteration 16Q: 3 clusters Score -144499.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -144510.375000 Penalty: 2322.956787
	Iteration 17Q: 3 clusters Score -144510.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -144518.437500 Penalty: 2322.956787
	Iteration 18Q: 3 clusters Score -144518.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -144522.906250 Penalty: 2322.956787
	Iteration 19Q: 3 clusters Score -144522.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -144526.062500 Penalty: 2322.956787
	Iteration 20F: 3 clusters Score -144526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -144529.265625 Penalty: 2322.956787
	Iteration 21Q: 3 clusters Score -144529.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -144530.828125 Penalty: 2322.956787
	Iteration 22Q: 3 clusters Score -144530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -144533.828125 Penalty: 2322.956787
	Iteration 23Q: 3 clusters Score -144533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -144535.140625 Penalty: 2322.956787
	Iteration 24Q: 3 clusters Score -144535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -144537.625000 Penalty: 2322.956787
	Iteration 25Q: 3 clusters Score -144537.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -144538.562500 Penalty: 2322.956787
	Iteration 26Q: 3 clusters Score -144538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -144541.218750 Penalty: 2322.956787
	Iteration 27Q: 3 clusters Score -144541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -144542.609375 Penalty: 2322.956787
	Iteration 28Q: 3 clusters Score -144542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -144544.062500 Penalty: 2322.956787
	Iteration 29Q: 3 clusters Score -144544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -144545.078125 Penalty: 2322.956787
	Iteration 30Q: 3 clusters Score -144545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -144545.500000 Penalty: 2322.956787
	Iteration 31Q: 3 clusters Score -144545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -144546.406250 Penalty: 2322.956787
	Iteration 32Q: 3 clusters Score -144546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -144546.578125 Penalty: 2322.956787
	Iteration 33Q: 3 clusters Score -144546.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -144547.250000 Penalty: 2322.956787
	Iteration 34Q: 3 clusters Score -144547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144547.515625 Penalty: 2322.956787
	Iteration 35Q: 3 clusters Score -144547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144547.515625 Penalty: 2322.956787
	Iteration 36F: 3 clusters Score -144547.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -12877.975586 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -12877.98 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: -12305.829102 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -12305.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12409.785156 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -12409.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12470.716797 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -12470.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12487.218750 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -12487.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12487.218750 Penalty: 1645.343384
	Iteration 4F: 3 clusters Score -12487.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -284261.281250 Penalty: 1267.326660
	Iteration 0F: 2 clusters Score -284261.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -281892.062500 Penalty: 2534.653320
	Iteration 0F: 3 clusters Score -281892.1 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -282491.312500 Penalty: 2534.653320
	Iteration 1F: 3 clusters Score -282491.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -282658.187500 Penalty: 2534.653320
	Iteration 2F: 3 clusters Score -282658.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -282794.437500 Penalty: 2534.653320
	Iteration 3F: 3 clusters Score -282794.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -282893.531250 Penalty: 2534.653320
	Iteration 4F: 3 clusters Score -282893.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -282984.250000 Penalty: 2534.653320
	Iteration 5Q: 3 clusters Score -282984.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -283059.656250 Penalty: 2534.653320
	Iteration 6Q: 3 clusters Score -283059.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -283109.500000 Penalty: 2534.653320
	Iteration 7Q: 3 clusters Score -283109.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -283135.156250 Penalty: 2534.653320
	Iteration 8Q: 3 clusters Score -283135.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -283149.406250 Penalty: 2534.653320
	Iteration 9Q: 3 clusters Score -283149.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -283159.531250 Penalty: 2534.653320
	Iteration 10Q: 3 clusters Score -283159.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -283168.343750 Penalty: 2534.653320
	Iteration 11Q: 3 clusters Score -283168.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -283175.593750 Penalty: 2534.653320
	Iteration 12Q: 3 clusters Score -283175.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -283184.687500 Penalty: 2534.653320
	Iteration 13Q: 3 clusters Score -283184.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -283191.156250 Penalty: 2534.653320
	Iteration 14Q: 3 clusters Score -283191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -283196.562500 Penalty: 2534.653320
	Iteration 15Q: 3 clusters Score -283196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -283202.562500 Penalty: 2534.653320
	Iteration 16Q: 3 clusters Score -283202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -283207.593750 Penalty: 2534.653320
	Iteration 17Q: 3 clusters Score -283207.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -283215.843750 Penalty: 2534.653320
	Iteration 18Q: 3 clusters Score -283215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -283221.625000 Penalty: 2534.653320
	Iteration 19Q: 3 clusters Score -283221.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -283228.187500 Penalty: 2534.653320
	Iteration 20F: 3 clusters Score -283228.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -283234.781250 Penalty: 2534.653320
	Iteration 21Q: 3 clusters Score -283234.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -283238.218750 Penalty: 2534.653320
	Iteration 22Q: 3 clusters Score -283238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -283242.625000 Penalty: 2534.653320
	Iteration 23Q: 3 clusters Score -283242.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -283248.031250 Penalty: 2534.653320
	Iteration 24Q: 3 clusters Score -283248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -283250.875000 Penalty: 2534.653320
	Iteration 25Q: 3 clusters Score -283250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -283252.531250 Penalty: 2534.653320
	Iteration 26Q: 3 clusters Score -283252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -283253.156250 Penalty: 2534.653320
	Iteration 27Q: 3 clusters Score -283253.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -283255.156250 Penalty: 2534.653320
	Iteration 28Q: 3 clusters Score -283255.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -283257.062500 Penalty: 2534.653320
	Iteration 29Q: 3 clusters Score -283257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -283258.000000 Penalty: 2534.653320
	Iteration 30Q: 3 clusters Score -283258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -283259.187500 Penalty: 2534.653320
	Iteration 31Q: 3 clusters Score -283259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -283259.812500 Penalty: 2534.653320
	Iteration 32Q: 3 clusters Score -283259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -283260.437500 Penalty: 2534.653320
	Iteration 33Q: 3 clusters Score -283260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -283261.125000 Penalty: 2534.653320
	Iteration 34Q: 3 clusters Score -283261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -283263.125000 Penalty: 2534.653320
	Iteration 35Q: 3 clusters Score -283263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -283265.375000 Penalty: 2534.653320
	Iteration 36Q: 3 clusters Score -283265.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -283268.906250 Penalty: 2534.653320
	Iteration 37Q: 3 clusters Score -283268.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -283274.218750 Penalty: 2534.653320
	Iteration 38Q: 3 clusters Score -283274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -283279.406250 Penalty: 2534.653320
	Iteration 39Q: 3 clusters Score -283279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -283281.656250 Penalty: 2534.653320
	Iteration 40F: 3 clusters Score -283281.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -283282.156250 Penalty: 2534.653320
	Iteration 41Q: 3 clusters Score -283282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -283282.531250 Penalty: 2534.653320
	Iteration 42Q: 3 clusters Score -283282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -283284.875000 Penalty: 2534.653320
	Iteration 43Q: 3 clusters Score -283284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -283285.906250 Penalty: 2534.653320
	Iteration 44Q: 3 clusters Score -283285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -283286.656250 Penalty: 2534.653320
	Iteration 45Q: 3 clusters Score -283286.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -283286.375000 Penalty: 2534.653320
	Iteration 46Q: 3 clusters Score -283286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -283286.375000 Penalty: 2534.653320
	Iteration 47F: 3 clusters Score -283286.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Entering Unmasked Estep 
Score: -6176381.000000 Penalty: 1753.140381
	Iteration 0F: 2 clusters Score -6176381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -6144779.000000 Penalty: 3506.280762
	Iteration 0F: 3 clusters Score -6144779 nChanged 22686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -6157365.500000 Penalty: 3506.280762
	Iteration 1F: 3 clusters Score -6157366 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -6157896.000000 Penalty: 3506.280762
	Iteration 2Q: 3 clusters Score -6157896 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -6158630.500000 Penalty: 3506.280762
	Iteration 3Q: 3 clusters Score -6158630 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -6159763.000000 Penalty: 3506.280762
	Iteration 4Q: 3 clusters Score -6159763 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -6161521.000000 Penalty: 3506.280762
	Iteration 5F: 3 clusters Score -6161521 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -6163961.500000 Penalty: 3506.280762
	Iteration 6F: 3 clusters Score -6163962 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -6167057.000000 Penalty: 3506.280762
	Iteration 7F: 3 clusters Score -6167057 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -6169849.000000 Penalty: 3506.280762
	Iteration 8F: 3 clusters Score -6169849 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -6171913.000000 Penalty: 3506.280762
	Iteration 9F: 3 clusters Score -6171913 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -6173151.500000 Penalty: 3506.280762
	Iteration 10Q: 3 clusters Score -6173152 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6173861.000000 Penalty: 3506.280762
	Iteration 11Q: 3 clusters Score -6173861 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -6174301.000000 Penalty: 3506.280762
	Iteration 12Q: 3 clusters Score -6174301 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -6174591.000000 Penalty: 3506.280762
	Iteration 13Q: 3 clusters Score -6174591 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -6174781.500000 Penalty: 3506.280762
	Iteration 14Q: 3 clusters Score -6174782 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -6174858.000000 Penalty: 3506.280762
	Iteration 15Q: 3 clusters Score -6174858 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -6174916.000000 Penalty: 3506.280762
	Iteration 16Q: 3 clusters Score -6174916 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -6174973.500000 Penalty: 3506.280762
	Iteration 17Q: 3 clusters Score -6174974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -6174987.500000 Penalty: 3506.280762
	Iteration 18Q: 3 clusters Score -6174988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -6175004.000000 Penalty: 3506.280762
	Iteration 19Q: 3 clusters Score -6175004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -6175021.000000 Penalty: 3506.280762
	Iteration 20F: 3 clusters Score -6175021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -6175027.500000 Penalty: 3506.280762
	Iteration 21Q: 3 clusters Score -6175028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -6175042.500000 Penalty: 3506.280762
	Iteration 22Q: 3 clusters Score -6175042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -6175041.500000 Penalty: 3506.280762
	Iteration 23Q: 3 clusters Score -6175042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -6175043.500000 Penalty: 3506.280762
	Iteration 24Q: 3 clusters Score -6175044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -6175031.000000 Penalty: 3506.280762
	Iteration 25Q: 3 clusters Score -6175031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6175038.500000 Penalty: 3506.280762
	Iteration 26Q: 3 clusters Score -6175038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -6175040.500000 Penalty: 3506.280762
	Iteration 27Q: 3 clusters Score -6175040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -6175043.000000 Penalty: 3506.280762
	Iteration 28Q: 3 clusters Score -6175043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -6175041.500000 Penalty: 3506.280762
	Iteration 29Q: 3 clusters Score -6175042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -6175041.500000 Penalty: 3506.280762
	Iteration 30F: 3 clusters Score -6175042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -378510.531250 Penalty: 1312.988159
	Iteration 0F: 2 clusters Score -378510.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -375626.312500 Penalty: 2625.976318
	Iteration 0F: 3 clusters Score -375626.3 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -376379.875000 Penalty: 2625.976318
	Iteration 1F: 3 clusters Score -376379.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -376569.531250 Penalty: 2625.976318
	Iteration 2F: 3 clusters Score -376569.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -376709.156250 Penalty: 2625.976318
	Iteration 3F: 3 clusters Score -376709.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -376829.062500 Penalty: 2625.976318
	Iteration 4F: 3 clusters Score -376829.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -376911.656250 Penalty: 2625.976318
	Iteration 5Q: 3 clusters Score -376911.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -376969.062500 Penalty: 2625.976318
	Iteration 6Q: 3 clusters Score -376969.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377013.625000 Penalty: 2625.976318
	Iteration 7Q: 3 clusters Score -377013.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -377048.437500 Penalty: 2625.976318
	Iteration 8Q: 3 clusters Score -377048.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -377091.343750 Penalty: 2625.976318
	Iteration 9Q: 3 clusters Score -377091.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -377139.375000 Penalty: 2625.976318
	Iteration 10Q: 3 clusters Score -377139.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -377178.187500 Penalty: 2625.976318
	Iteration 11Q: 3 clusters Score -377178.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -377205.875000 Penalty: 2625.976318
	Iteration 12Q: 3 clusters Score -377205.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -377240.187500 Penalty: 2625.976318
	Iteration 13Q: 3 clusters Score -377240.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -377262.875000 Penalty: 2625.976318
	Iteration 14Q: 3 clusters Score -377262.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -377291.468750 Penalty: 2625.976318
	Iteration 15Q: 3 clusters Score -377291.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -377324.968750 Penalty: 2625.976318
	Iteration 16Q: 3 clusters Score -377325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -377352.718750 Penalty: 2625.976318
	Iteration 17Q: 3 clusters Score -377352.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -377374.187500 Penalty: 2625.976318
	Iteration 18Q: 3 clusters Score -377374.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -377399.187500 Penalty: 2625.976318
	Iteration 19Q: 3 clusters Score -377399.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -377434.343750 Penalty: 2625.976318
	Iteration 20F: 3 clusters Score -377434.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -377470.031250 Penalty: 2625.976318
	Iteration 21Q: 3 clusters Score -377470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -377507.406250 Penalty: 2625.976318
	Iteration 22Q: 3 clusters Score -377507.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -377543.687500 Penalty: 2625.976318
	Iteration 23Q: 3 clusters Score -377543.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -377597.187500 Penalty: 2625.976318
	Iteration 24Q: 3 clusters Score -377597.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -377664.593750 Penalty: 2625.976318
	Iteration 25Q: 3 clusters Score -377664.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -377749.937500 Penalty: 2625.976318
	Iteration 26Q: 3 clusters Score -377749.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -377840.281250 Penalty: 2625.976318
	Iteration 27Q: 3 clusters Score -377840.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -377935.687500 Penalty: 2625.976318
	Iteration 28Q: 3 clusters Score -377935.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -377984.406250 Penalty: 2625.976318
	Iteration 29Q: 3 clusters Score -377984.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -378013.312500 Penalty: 2625.976318
	Iteration 30Q: 3 clusters Score -378013.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -378034.406250 Penalty: 2625.976318
	Iteration 31Q: 3 clusters Score -378034.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -378053.500000 Penalty: 2625.976318
	Iteration 32Q: 3 clusters Score -378053.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -378065.468750 Penalty: 2625.976318
	Iteration 33Q: 3 clusters Score -378065.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -378075.187500 Penalty: 2625.976318
	Iteration 34Q: 3 clusters Score -378075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -378082.812500 Penalty: 2625.976318
	Iteration 35Q: 3 clusters Score -378082.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -378089.562500 Penalty: 2625.976318
	Iteration 36Q: 3 clusters Score -378089.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -378097.031250 Penalty: 2625.976318
	Iteration 37Q: 3 clusters Score -378097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -378103.562500 Penalty: 2625.976318
	Iteration 38Q: 3 clusters Score -378103.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -378108.187500 Penalty: 2625.976318
	Iteration 39Q: 3 clusters Score -378108.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -378115.093750 Penalty: 2625.976318
	Iteration 40F: 3 clusters Score -378115.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -378118.281250 Penalty: 2625.976318
	Iteration 41Q: 3 clusters Score -378118.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -378122.343750 Penalty: 2625.976318
	Iteration 42Q: 3 clusters Score -378122.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -378130.625000 Penalty: 2625.976318
	Iteration 43Q: 3 clusters Score -378130.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -378140.843750 Penalty: 2625.976318
	Iteration 44Q: 3 clusters Score -378140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -378147.000000 Penalty: 2625.976318
	Iteration 45Q: 3 clusters Score -378147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -378153.906250 Penalty: 2625.976318
	Iteration 46Q: 3 clusters Score -378153.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -378159.656250 Penalty: 2625.976318
	Iteration 47Q: 3 clusters Score -378159.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -378162.906250 Penalty: 2625.976318
	Iteration 48Q: 3 clusters Score -378162.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -378163.875000 Penalty: 2625.976318
	Iteration 49Q: 3 clusters Score -378163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -378164.343750 Penalty: 2625.976318
	Iteration 50Q: 3 clusters Score -378164.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -378165.625000 Penalty: 2625.976318
	Iteration 51Q: 3 clusters Score -378165.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -378165.718750 Penalty: 2625.976318
	Iteration 52Q: 3 clusters Score -378165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -378165.718750 Penalty: 2625.976318
	Iteration 53F: 3 clusters Score -378165.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -244211.484375 Penalty: 1243.307007
	Iteration 0F: 2 clusters Score -244211.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -242030.890625 Penalty: 2486.614014
	Iteration 0F: 3 clusters Score -242030.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -242539.140625 Penalty: 2486.614014
	Iteration 1F: 3 clusters Score -242539.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -242673.500000 Penalty: 2486.614014
	Iteration 2F: 3 clusters Score -242673.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -242776.968750 Penalty: 2486.614014
	Iteration 3F: 3 clusters Score -242777 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -242851.890625 Penalty: 2486.614014
	Iteration 4Q: 3 clusters Score -242851.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -242908.781250 Penalty: 2486.614014
	Iteration 5Q: 3 clusters Score -242908.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -242943.671875 Penalty: 2486.614014
	Iteration 6Q: 3 clusters Score -242943.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -242981.640625 Penalty: 2486.614014
	Iteration 7Q: 3 clusters Score -242981.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -243025.031250 Penalty: 2486.614014
	Iteration 8Q: 3 clusters Score -243025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -243068.593750 Penalty: 2486.614014
	Iteration 9Q: 3 clusters Score -243068.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -243097.203125 Penalty: 2486.614014
	Iteration 10Q: 3 clusters Score -243097.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -243133.562500 Penalty: 2486.614014
	Iteration 11Q: 3 clusters Score -243133.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -243181.562500 Penalty: 2486.614014
	Iteration 12Q: 3 clusters Score -243181.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -243235.625000 Penalty: 2486.614014
	Iteration 13Q: 3 clusters Score -243235.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -243280.578125 Penalty: 2486.614014
	Iteration 14Q: 3 clusters Score -243280.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -243312.250000 Penalty: 2486.614014
	Iteration 15Q: 3 clusters Score -243312.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -243340.531250 Penalty: 2486.614014
	Iteration 16Q: 3 clusters Score -243340.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -243364.218750 Penalty: 2486.614014
	Iteration 17Q: 3 clusters Score -243364.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -243377.875000 Penalty: 2486.614014
	Iteration 18Q: 3 clusters Score -243377.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -243390.390625 Penalty: 2486.614014
	Iteration 19Q: 3 clusters Score -243390.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -243403.312500 Penalty: 2486.614014
	Iteration 20F: 3 clusters Score -243403.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -243419.687500 Penalty: 2486.614014
	Iteration 21Q: 3 clusters Score -243419.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -243436.234375 Penalty: 2486.614014
	Iteration 22Q: 3 clusters Score -243436.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -243448.281250 Penalty: 2486.614014
	Iteration 23Q: 3 clusters Score -243448.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -243455.890625 Penalty: 2486.614014
	Iteration 24Q: 3 clusters Score -243455.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -243468.406250 Penalty: 2486.614014
	Iteration 25Q: 3 clusters Score -243468.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -243484.937500 Penalty: 2486.614014
	Iteration 26Q: 3 clusters Score -243484.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -243500.937500 Penalty: 2486.614014
	Iteration 27Q: 3 clusters Score -243500.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -243517.890625 Penalty: 2486.614014
	Iteration 28Q: 3 clusters Score -243517.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -243540.515625 Penalty: 2486.614014
	Iteration 29Q: 3 clusters Score -243540.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -243555.671875 Penalty: 2486.614014
	Iteration 30Q: 3 clusters Score -243555.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -243565.500000 Penalty: 2486.614014
	Iteration 31Q: 3 clusters Score -243565.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -243570.875000 Penalty: 2486.614014
	Iteration 32Q: 3 clusters Score -243570.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -243576.812500 Penalty: 2486.614014
	Iteration 33Q: 3 clusters Score -243576.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -243582.203125 Penalty: 2486.614014
	Iteration 34Q: 3 clusters Score -243582.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -243584.593750 Penalty: 2486.614014
	Iteration 35Q: 3 clusters Score -243584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -243586.796875 Penalty: 2486.614014
	Iteration 36Q: 3 clusters Score -243586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -243587.093750 Penalty: 2486.614014
	Iteration 37Q: 3 clusters Score -243587.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -243588.406250 Penalty: 2486.614014
	Iteration 38Q: 3 clusters Score -243588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -243589.796875 Penalty: 2486.614014
	Iteration 39Q: 3 clusters Score -243589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -243593.453125 Penalty: 2486.614014
	Iteration 40F: 3 clusters Score -243593.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -243599.312500 Penalty: 2486.614014
	Iteration 41Q: 3 clusters Score -243599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -243602.093750 Penalty: 2486.614014
	Iteration 42Q: 3 clusters Score -243602.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -243607.906250 Penalty: 2486.614014
	Iteration 43Q: 3 clusters Score -243607.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -243619.265625 Penalty: 2486.614014
	Iteration 44Q: 3 clusters Score -243619.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -243628.953125 Penalty: 2486.614014
	Iteration 45Q: 3 clusters Score -243629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -243638.484375 Penalty: 2486.614014
	Iteration 46Q: 3 clusters Score -243638.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -243644.734375 Penalty: 2486.614014
	Iteration 47Q: 3 clusters Score -243644.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -243655.343750 Penalty: 2486.614014
	Iteration 48Q: 3 clusters Score -243655.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -243662.906250 Penalty: 2486.614014
	Iteration 49Q: 3 clusters Score -243662.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -243672.000000 Penalty: 2486.614014
	Iteration 50Q: 3 clusters Score -243672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -243679.000000 Penalty: 2486.614014
	Iteration 51Q: 3 clusters Score -243679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -243685.937500 Penalty: 2486.614014
	Iteration 52Q: 3 clusters Score -243685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -243693.265625 Penalty: 2486.614014
	Iteration 53Q: 3 clusters Score -243693.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -243697.109375 Penalty: 2486.614014
	Iteration 54Q: 3 clusters Score -243697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -243704.250000 Penalty: 2486.614014
	Iteration 55Q: 3 clusters Score -243704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -243720.000000 Penalty: 2486.614014
	Iteration 56Q: 3 clusters Score -243720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -243751.234375 Penalty: 2486.614014
	Iteration 57Q: 3 clusters Score -243751.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -243777.656250 Penalty: 2486.614014
	Iteration 58Q: 3 clusters Score -243777.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -243807.234375 Penalty: 2486.614014
	Iteration 59Q: 3 clusters Score -243807.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -243832.421875 Penalty: 2486.614014
	Iteration 60F: 3 clusters Score -243832.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -243845.640625 Penalty: 2486.614014
	Iteration 61Q: 3 clusters Score -243845.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -243850.125000 Penalty: 2486.614014
	Iteration 62Q: 3 clusters Score -243850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -243853.593750 Penalty: 2486.614014
	Iteration 63Q: 3 clusters Score -243853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -243855.328125 Penalty: 2486.614014
	Iteration 64Q: 3 clusters Score -243855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -243861.828125 Penalty: 2486.614014
	Iteration 65Q: 3 clusters Score -243861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -243867.734375 Penalty: 2486.614014
	Iteration 66Q: 3 clusters Score -243867.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -243873.609375 Penalty: 2486.614014
	Iteration 67Q: 3 clusters Score -243873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -243877.203125 Penalty: 2486.614014
	Iteration 68Q: 3 clusters Score -243877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -243878.343750 Penalty: 2486.614014
	Iteration 69Q: 3 clusters Score -243878.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -243878.343750 Penalty: 2486.614014
	Iteration 70F: 3 clusters Score -243878.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -3988.741211 Penalty: 718.061584
	Iteration 0F: 2 clusters Score -3988.741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3514.486084 Penalty: 1436.123169
	Iteration 0F: 3 clusters Score -3514.486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3536.934570 Penalty: 1436.123169
	Iteration 1F: 3 clusters Score -3536.935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Entering Unmasked Estep 
Score: -1253384.750000 Penalty: 1503.162964
	Iteration 0F: 2 clusters Score -1253385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1245934.500000 Penalty: 3006.325928
	Iteration 0F: 3 clusters Score -1245934 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1248320.125000 Penalty: 3006.325928
	Iteration 1F: 3 clusters Score -1248320 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1248561.000000 Penalty: 3006.325928
	Iteration 2F: 3 clusters Score -1248561 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1248761.125000 Penalty: 3006.325928
	Iteration 3Q: 3 clusters Score -1248761 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1248943.375000 Penalty: 3006.325928
	Iteration 4Q: 3 clusters Score -1248943 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1249155.250000 Penalty: 3006.325928
	Iteration 5Q: 3 clusters Score -1249155 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1249430.250000 Penalty: 3006.325928
	Iteration 6Q: 3 clusters Score -1249430 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1249782.500000 Penalty: 3006.325928
	Iteration 7Q: 3 clusters Score -1249782 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1250189.750000 Penalty: 3006.325928
	Iteration 8Q: 3 clusters Score -1250190 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1250636.750000 Penalty: 3006.325928
	Iteration 9Q: 3 clusters Score -1250637 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1251009.375000 Penalty: 3006.325928
	Iteration 10Q: 3 clusters Score -1251009 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1251279.500000 Penalty: 3006.325928
	Iteration 11Q: 3 clusters Score -1251280 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1251478.000000 Penalty: 3006.325928
	Iteration 12Q: 3 clusters Score -1251478 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1251624.000000 Penalty: 3006.325928
	Iteration 13Q: 3 clusters Score -1251624 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1251734.500000 Penalty: 3006.325928
	Iteration 14Q: 3 clusters Score -1251734 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1251824.250000 Penalty: 3006.325928
	Iteration 15Q: 3 clusters Score -1251824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1251893.000000 Penalty: 3006.325928
	Iteration 16Q: 3 clusters Score -1251893 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1251940.000000 Penalty: 3006.325928
	Iteration 17Q: 3 clusters Score -1251940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1251991.500000 Penalty: 3006.325928
	Iteration 18Q: 3 clusters Score -1251992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1252031.750000 Penalty: 3006.325928
	Iteration 19Q: 3 clusters Score -1252032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1252060.375000 Penalty: 3006.325928
	Iteration 20F: 3 clusters Score -1252060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1252082.250000 Penalty: 3006.325928
	Iteration 21Q: 3 clusters Score -1252082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1252104.750000 Penalty: 3006.325928
	Iteration 22Q: 3 clusters Score -1252105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1252122.125000 Penalty: 3006.325928
	Iteration 23Q: 3 clusters Score -1252122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1252138.500000 Penalty: 3006.325928
	Iteration 24Q: 3 clusters Score -1252138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1252151.500000 Penalty: 3006.325928
	Iteration 25Q: 3 clusters Score -1252152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1252157.500000 Penalty: 3006.325928
	Iteration 26Q: 3 clusters Score -1252158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1252165.750000 Penalty: 3006.325928
	Iteration 27Q: 3 clusters Score -1252166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1252174.500000 Penalty: 3006.325928
	Iteration 28Q: 3 clusters Score -1252174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1252178.750000 Penalty: 3006.325928
	Iteration 29Q: 3 clusters Score -1252179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1252182.125000 Penalty: 3006.325928
	Iteration 30Q: 3 clusters Score -1252182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1252183.125000 Penalty: 3006.325928
	Iteration 31Q: 3 clusters Score -1252183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1252185.125000 Penalty: 3006.325928
	Iteration 32Q: 3 clusters Score -1252185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1252188.500000 Penalty: 3006.325928
	Iteration 33Q: 3 clusters Score -1252188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1252191.500000 Penalty: 3006.325928
	Iteration 34Q: 3 clusters Score -1252192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1252191.500000 Penalty: 3006.325928
	Iteration 35Q: 3 clusters Score -1252192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1252195.750000 Penalty: 3006.325928
	Iteration 36Q: 3 clusters Score -1252196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1252196.000000 Penalty: 3006.325928
	Iteration 37Q: 3 clusters Score -1252196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1252195.750000 Penalty: 3006.325928
	Iteration 38Q: 3 clusters Score -1252196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1252196.875000 Penalty: 3006.325928
	Iteration 39Q: 3 clusters Score -1252197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1252198.000000 Penalty: 3006.325928
	Iteration 40F: 3 clusters Score -1252198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1252200.125000 Penalty: 3006.325928
	Iteration 41Q: 3 clusters Score -1252200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1252201.750000 Penalty: 3006.325928
	Iteration 42Q: 3 clusters Score -1252202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1252200.375000 Penalty: 3006.325928
	Iteration 43Q: 3 clusters Score -1252200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1252202.250000 Penalty: 3006.325928
	Iteration 44Q: 3 clusters Score -1252202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1252204.375000 Penalty: 3006.325928
	Iteration 45Q: 3 clusters Score -1252204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1252205.250000 Penalty: 3006.325928
	Iteration 46Q: 3 clusters Score -1252205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1252206.750000 Penalty: 3006.325928
	Iteration 47Q: 3 clusters Score -1252207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1252206.750000 Penalty: 3006.325928
	Iteration 48F: 3 clusters Score -1252207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -22257.126953 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -22257.13 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 111 members 
Entering Unmasked Estep 
Score: -21491.417969 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -21491.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21574.900391 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -21574.9 nChanged 8
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: -21609.498047 Penalty: 1760.232666
	Iteration 2Q: 3 clusters Score -21609.5 nChanged 3
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: -21618.447266 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -21618.45 nChanged 1
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: -21626.232422 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -21626.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21628.183594 Penalty: 1760.232666
	Iteration 5Q: 3 clusters Score -21628.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21628.183594 Penalty: 1760.232666
	Iteration 6F: 3 clusters Score -21628.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -33055.269531 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -33055.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32187.970703 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -32187.97 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32449.855469 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -32449.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32582.255859 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -32582.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32668.349609 Penalty: 1911.173340
	Iteration 3F: 3 clusters Score -32668.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32720.556641 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -32720.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32788.160156 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -32788.16 nChanged 12
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: -32827.453125 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -32827.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32866.316406 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -32866.32 nChanged 5
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: -32879.335938 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -32879.34 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: -32895.128906 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -32895.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32896.718750 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -32896.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32896.718750 Penalty: 1911.173340
	Iteration 11F: 3 clusters Score -32896.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (95172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95172 members 
Entering Unmasked Estep 
Score: -11907452.000000 Penalty: 1862.809204
	Iteration 0F: 2 clusters Score -1.190745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -11847653.000000 Penalty: 3725.618408
	Iteration 0F: 3 clusters Score -1.184765e+07 nChanged 45180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -11873474.000000 Penalty: 3725.618408
	Iteration 1F: 3 clusters Score -1.187347e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -11874166.000000 Penalty: 3725.618408
	Iteration 2Q: 3 clusters Score -1.187417e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -11875110.000000 Penalty: 3725.618408
	Iteration 3Q: 3 clusters Score -1.187511e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -11876337.000000 Penalty: 3725.618408
	Iteration 4Q: 3 clusters Score -1.187634e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -11878242.000000 Penalty: 3725.618408
	Iteration 5Q: 3 clusters Score -1.187824e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -11881118.000000 Penalty: 3725.618408
	Iteration 6F: 3 clusters Score -1.188112e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -11885178.000000 Penalty: 3725.618408
	Iteration 7F: 3 clusters Score -1.188518e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -11889837.000000 Penalty: 3725.618408
	Iteration 8F: 3 clusters Score -1.188984e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -11893667.000000 Penalty: 3725.618408
	Iteration 9F: 3 clusters Score -1.189367e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -11898296.000000 Penalty: 3725.618408
	Iteration 10Q: 3 clusters Score -1.18983e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -11901912.000000 Penalty: 3725.618408
	Iteration 11Q: 3 clusters Score -1.190191e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -11904139.000000 Penalty: 3725.618408
	Iteration 12Q: 3 clusters Score -1.190414e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92124 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -11905387.000000 Penalty: 3725.618408
	Iteration 13Q: 3 clusters Score -1.190539e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11905854.000000 Penalty: 3725.618408
	Iteration 14Q: 3 clusters Score -1.190585e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11905862.000000 Penalty: 3725.618408
	Iteration 15Q: 3 clusters Score -1.190586e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94820 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11905861.000000 Penalty: 3725.618408
	Iteration 16Q: 3 clusters Score -1.190586e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11905853.000000 Penalty: 3725.618408
	Iteration 17Q: 3 clusters Score -1.190585e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11905869.000000 Penalty: 3725.618408
	Iteration 18Q: 3 clusters Score -1.190587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95010 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11905906.000000 Penalty: 3725.618408
	Iteration 19Q: 3 clusters Score -1.190591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11905920.000000 Penalty: 3725.618408
	Iteration 20F: 3 clusters Score -1.190592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11905929.000000 Penalty: 3725.618408
	Iteration 21Q: 3 clusters Score -1.190593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11905930.000000 Penalty: 3725.618408
	Iteration 22Q: 3 clusters Score -1.190593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11905944.000000 Penalty: 3725.618408
	Iteration 23Q: 3 clusters Score -1.190594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95034 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11905952.000000 Penalty: 3725.618408
	Iteration 24Q: 3 clusters Score -1.190595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95034 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11905938.000000 Penalty: 3725.618408
	Iteration 25Q: 3 clusters Score -1.190594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95037 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11905948.000000 Penalty: 3725.618408
	Iteration 26Q: 3 clusters Score -1.190595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11905951.000000 Penalty: 3725.618408
	Iteration 27Q: 3 clusters Score -1.190595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95040 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11905948.000000 Penalty: 3725.618408
	Iteration 28Q: 3 clusters Score -1.190595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95040 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11905948.000000 Penalty: 3725.618408
	Iteration 29F: 3 clusters Score -1.190595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (87138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Entering Unmasked Estep 
Score: -10737455.000000 Penalty: 1848.477783
	Iteration 0F: 2 clusters Score -1.073746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -10679563.000000 Penalty: 3696.955566
	Iteration 0F: 3 clusters Score -1.067956e+07 nChanged 41420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -10703829.000000 Penalty: 3696.955566
	Iteration 1F: 3 clusters Score -1.070383e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -10704789.000000 Penalty: 3696.955566
	Iteration 2Q: 3 clusters Score -1.070479e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -10706228.000000 Penalty: 3696.955566
	Iteration 3Q: 3 clusters Score -1.070623e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -10708191.000000 Penalty: 3696.955566
	Iteration 4Q: 3 clusters Score -1.070819e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -10711358.000000 Penalty: 3696.955566
	Iteration 5F: 3 clusters Score -1.071136e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -10715521.000000 Penalty: 3696.955566
	Iteration 6F: 3 clusters Score -1.071552e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -10720732.000000 Penalty: 3696.955566
	Iteration 7F: 3 clusters Score -1.072073e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -10725028.000000 Penalty: 3696.955566
	Iteration 8F: 3 clusters Score -1.072503e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -10727471.000000 Penalty: 3696.955566
	Iteration 9Q: 3 clusters Score -1.072747e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -10728774.000000 Penalty: 3696.955566
	Iteration 10Q: 3 clusters Score -1.072877e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -10729775.000000 Penalty: 3696.955566
	Iteration 11Q: 3 clusters Score -1.072978e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -10730584.000000 Penalty: 3696.955566
	Iteration 12Q: 3 clusters Score -1.073058e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -10731178.000000 Penalty: 3696.955566
	Iteration 13Q: 3 clusters Score -1.073118e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -10731590.000000 Penalty: 3696.955566
	Iteration 14Q: 3 clusters Score -1.073159e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -10731828.000000 Penalty: 3696.955566
	Iteration 15Q: 3 clusters Score -1.073183e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -10732032.000000 Penalty: 3696.955566
	Iteration 16Q: 3 clusters Score -1.073203e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -10732213.000000 Penalty: 3696.955566
	Iteration 17Q: 3 clusters Score -1.073221e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -10732339.000000 Penalty: 3696.955566
	Iteration 18Q: 3 clusters Score -1.073234e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -10732486.000000 Penalty: 3696.955566
	Iteration 19Q: 3 clusters Score -1.073249e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -10732595.000000 Penalty: 3696.955566
	Iteration 20F: 3 clusters Score -1.07326e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -10732634.000000 Penalty: 3696.955566
	Iteration 21Q: 3 clusters Score -1.073263e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -10732678.000000 Penalty: 3696.955566
	Iteration 22Q: 3 clusters Score -1.073268e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -10732778.000000 Penalty: 3696.955566
	Iteration 23Q: 3 clusters Score -1.073278e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -10732812.000000 Penalty: 3696.955566
	Iteration 24Q: 3 clusters Score -1.073281e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -10732824.000000 Penalty: 3696.955566
	Iteration 25Q: 3 clusters Score -1.073282e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -10732927.000000 Penalty: 3696.955566
	Iteration 26Q: 3 clusters Score -1.073293e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -10732957.000000 Penalty: 3696.955566
	Iteration 27Q: 3 clusters Score -1.073296e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -10733016.000000 Penalty: 3696.955566
	Iteration 28Q: 3 clusters Score -1.073302e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -10733059.000000 Penalty: 3696.955566
	Iteration 29Q: 3 clusters Score -1.073306e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -10733102.000000 Penalty: 3696.955566
	Iteration 30Q: 3 clusters Score -1.07331e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -10733130.000000 Penalty: 3696.955566
	Iteration 31Q: 3 clusters Score -1.073313e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -10733166.000000 Penalty: 3696.955566
	Iteration 32Q: 3 clusters Score -1.073317e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -10733194.000000 Penalty: 3696.955566
	Iteration 33Q: 3 clusters Score -1.073319e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -10733217.000000 Penalty: 3696.955566
	Iteration 34Q: 3 clusters Score -1.073322e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -10733304.000000 Penalty: 3696.955566
	Iteration 35Q: 3 clusters Score -1.07333e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -10733356.000000 Penalty: 3696.955566
	Iteration 36Q: 3 clusters Score -1.073336e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -10733344.000000 Penalty: 3696.955566
	Iteration 37Q: 3 clusters Score -1.073334e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -10733383.000000 Penalty: 3696.955566
	Iteration 38Q: 3 clusters Score -1.073338e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -10733415.000000 Penalty: 3696.955566
	Iteration 39Q: 3 clusters Score -1.073342e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62290 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -10733431.000000 Penalty: 3696.955566
	Iteration 40F: 3 clusters Score -1.073343e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -10733462.000000 Penalty: 3696.955566
	Iteration 41Q: 3 clusters Score -1.073346e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -10733507.000000 Penalty: 3696.955566
	Iteration 42Q: 3 clusters Score -1.073351e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -10733500.000000 Penalty: 3696.955566
	Iteration 43Q: 3 clusters Score -1.07335e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -10733522.000000 Penalty: 3696.955566
	Iteration 44Q: 3 clusters Score -1.073352e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -10733538.000000 Penalty: 3696.955566
	Iteration 45Q: 3 clusters Score -1.073354e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -10733557.000000 Penalty: 3696.955566
	Iteration 46Q: 3 clusters Score -1.073356e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -10733549.000000 Penalty: 3696.955566
	Iteration 47Q: 3 clusters Score -1.073355e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -10733545.000000 Penalty: 3696.955566
	Iteration 48Q: 3 clusters Score -1.073354e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -10733562.000000 Penalty: 3696.955566
	Iteration 49Q: 3 clusters Score -1.073356e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -10733578.000000 Penalty: 3696.955566
	Iteration 50Q: 3 clusters Score -1.073358e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -10733618.000000 Penalty: 3696.955566
	Iteration 51Q: 3 clusters Score -1.073362e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -10733629.000000 Penalty: 3696.955566
	Iteration 52Q: 3 clusters Score -1.073363e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -10733652.000000 Penalty: 3696.955566
	Iteration 53Q: 3 clusters Score -1.073365e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -10733641.000000 Penalty: 3696.955566
	Iteration 54Q: 3 clusters Score -1.073364e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -10733635.000000 Penalty: 3696.955566
	Iteration 55Q: 3 clusters Score -1.073364e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -10733631.000000 Penalty: 3696.955566
	Iteration 56Q: 3 clusters Score -1.073363e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -10733657.000000 Penalty: 3696.955566
	Iteration 57Q: 3 clusters Score -1.073366e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -10733662.000000 Penalty: 3696.955566
	Iteration 58Q: 3 clusters Score -1.073366e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -10733665.000000 Penalty: 3696.955566
	Iteration 59Q: 3 clusters Score -1.073366e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -10733690.000000 Penalty: 3696.955566
	Iteration 60F: 3 clusters Score -1.073369e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -10733695.000000 Penalty: 3696.955566
	Iteration 61Q: 3 clusters Score -1.07337e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -10733706.000000 Penalty: 3696.955566
	Iteration 62Q: 3 clusters Score -1.073371e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -10733702.000000 Penalty: 3696.955566
	Iteration 63Q: 3 clusters Score -1.07337e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -10733706.000000 Penalty: 3696.955566
	Iteration 64Q: 3 clusters Score -1.073371e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -10733700.000000 Penalty: 3696.955566
	Iteration 65Q: 3 clusters Score -1.07337e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -10733710.000000 Penalty: 3696.955566
	Iteration 66Q: 3 clusters Score -1.073371e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -10733712.000000 Penalty: 3696.955566
	Iteration 67Q: 3 clusters Score -1.073371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -10733718.000000 Penalty: 3696.955566
	Iteration 68Q: 3 clusters Score -1.073372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -10733730.000000 Penalty: 3696.955566
	Iteration 69Q: 3 clusters Score -1.073373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -10733709.000000 Penalty: 3696.955566
	Iteration 70Q: 3 clusters Score -1.073371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -10733706.000000 Penalty: 3696.955566
	Iteration 71Q: 3 clusters Score -1.073371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -10733713.000000 Penalty: 3696.955566
	Iteration 72Q: 3 clusters Score -1.073371e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -10733715.000000 Penalty: 3696.955566
	Iteration 73Q: 3 clusters Score -1.073372e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -10733713.000000 Penalty: 3696.955566
	Iteration 74Q: 3 clusters Score -1.073371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -10733700.000000 Penalty: 3696.955566
	Iteration 75Q: 3 clusters Score -1.07337e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -10733707.000000 Penalty: 3696.955566
	Iteration 76Q: 3 clusters Score -1.073371e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -10733726.000000 Penalty: 3696.955566
	Iteration 77Q: 3 clusters Score -1.073373e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -10733732.000000 Penalty: 3696.955566
	Iteration 78Q: 3 clusters Score -1.073373e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -10733715.000000 Penalty: 3696.955566
	Iteration 79Q: 3 clusters Score -1.073372e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -10733725.000000 Penalty: 3696.955566
	Iteration 80F: 3 clusters Score -1.073372e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -10733706.000000 Penalty: 3696.955566
	Iteration 81Q: 3 clusters Score -1.073371e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -10733703.000000 Penalty: 3696.955566
	Iteration 82Q: 3 clusters Score -1.07337e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -10733690.000000 Penalty: 3696.955566
	Iteration 83Q: 3 clusters Score -1.073369e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -10733673.000000 Penalty: 3696.955566
	Iteration 84Q: 3 clusters Score -1.073367e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -10733674.000000 Penalty: 3696.955566
	Iteration 85Q: 3 clusters Score -1.073367e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -10733653.000000 Penalty: 3696.955566
	Iteration 86Q: 3 clusters Score -1.073365e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -10733666.000000 Penalty: 3696.955566
	Iteration 87Q: 3 clusters Score -1.073367e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -10733683.000000 Penalty: 3696.955566
	Iteration 88Q: 3 clusters Score -1.073368e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -10733681.000000 Penalty: 3696.955566
	Iteration 89Q: 3 clusters Score -1.073368e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -10733723.000000 Penalty: 3696.955566
	Iteration 90Q: 3 clusters Score -1.073372e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -10733728.000000 Penalty: 3696.955566
	Iteration 91Q: 3 clusters Score -1.073373e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -10733733.000000 Penalty: 3696.955566
	Iteration 92Q: 3 clusters Score -1.073373e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -10733744.000000 Penalty: 3696.955566
	Iteration 93Q: 3 clusters Score -1.073374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65906 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -10733739.000000 Penalty: 3696.955566
	Iteration 94Q: 3 clusters Score -1.073374e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -10733743.000000 Penalty: 3696.955566
	Iteration 95Q: 3 clusters Score -1.073374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -10733747.000000 Penalty: 3696.955566
	Iteration 96Q: 3 clusters Score -1.073375e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -10733745.000000 Penalty: 3696.955566
	Iteration 97Q: 3 clusters Score -1.073374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -10733753.000000 Penalty: 3696.955566
	Iteration 98Q: 3 clusters Score -1.073375e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -10733753.000000 Penalty: 3696.955566
	Iteration 99Q: 3 clusters Score -1.073375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -10733743.000000 Penalty: 3696.955566
	Iteration 100F: 3 clusters Score -1.073374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -10733743.000000 Penalty: 3696.955566
	Iteration 101Q: 3 clusters Score -1.073374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -10733754.000000 Penalty: 3696.955566
	Iteration 102Q: 3 clusters Score -1.073375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -10733761.000000 Penalty: 3696.955566
	Iteration 103Q: 3 clusters Score -1.073376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -10733755.000000 Penalty: 3696.955566
	Iteration 104Q: 3 clusters Score -1.073376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -10733760.000000 Penalty: 3696.955566
	Iteration 105Q: 3 clusters Score -1.073376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -10733766.000000 Penalty: 3696.955566
	Iteration 106Q: 3 clusters Score -1.073377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -10733771.000000 Penalty: 3696.955566
	Iteration 107Q: 3 clusters Score -1.073377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -10733760.000000 Penalty: 3696.955566
	Iteration 108Q: 3 clusters Score -1.073376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -10733769.000000 Penalty: 3696.955566
	Iteration 109Q: 3 clusters Score -1.073377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -10733767.000000 Penalty: 3696.955566
	Iteration 110Q: 3 clusters Score -1.073377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -10733761.000000 Penalty: 3696.955566
	Iteration 111Q: 3 clusters Score -1.073376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -10733776.000000 Penalty: 3696.955566
	Iteration 112Q: 3 clusters Score -1.073378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -10733773.000000 Penalty: 3696.955566
	Iteration 113Q: 3 clusters Score -1.073377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -10733771.000000 Penalty: 3696.955566
	Iteration 114Q: 3 clusters Score -1.073377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -10733784.000000 Penalty: 3696.955566
	Iteration 115Q: 3 clusters Score -1.073378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -10733781.000000 Penalty: 3696.955566
	Iteration 116Q: 3 clusters Score -1.073378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -10733771.000000 Penalty: 3696.955566
	Iteration 117Q: 3 clusters Score -1.073377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -10733773.000000 Penalty: 3696.955566
	Iteration 118Q: 3 clusters Score -1.073377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -10733790.000000 Penalty: 3696.955566
	Iteration 119Q: 3 clusters Score -1.073379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -10733799.000000 Penalty: 3696.955566
	Iteration 120F: 3 clusters Score -1.07338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -10733794.000000 Penalty: 3696.955566
	Iteration 121Q: 3 clusters Score -1.073379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -10733794.000000 Penalty: 3696.955566
	Iteration 122Q: 3 clusters Score -1.073379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -10733786.000000 Penalty: 3696.955566
	Iteration 123Q: 3 clusters Score -1.073379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -10733789.000000 Penalty: 3696.955566
	Iteration 124Q: 3 clusters Score -1.073379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -10733790.000000 Penalty: 3696.955566
	Iteration 125Q: 3 clusters Score -1.073379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -10733794.000000 Penalty: 3696.955566
	Iteration 126Q: 3 clusters Score -1.073379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -10733788.000000 Penalty: 3696.955566
	Iteration 127Q: 3 clusters Score -1.073379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -10733793.000000 Penalty: 3696.955566
	Iteration 128Q: 3 clusters Score -1.073379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -10733798.000000 Penalty: 3696.955566
	Iteration 129Q: 3 clusters Score -1.07338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -10733798.000000 Penalty: 3696.955566
	Iteration 130Q: 3 clusters Score -1.07338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -10733798.000000 Penalty: 3696.955566
	Iteration 131F: 3 clusters Score -1.07338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Entering Unmasked Estep 
Score: -166650.359375 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -166650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -164904.859375 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -164904.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -165286.859375 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -165286.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -165425.203125 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -165425.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -165588.140625 Penalty: 2374.404541
	Iteration 3F: 3 clusters Score -165588.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -165814.609375 Penalty: 2374.404541
	Iteration 4F: 3 clusters Score -165814.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -166126.031250 Penalty: 2374.404541
	Iteration 5F: 3 clusters Score -166126 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -166331.671875 Penalty: 2374.404541
	Iteration 6F: 3 clusters Score -166331.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -166433.875000 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -166433.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -166514.000000 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -166514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -166554.562500 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -166554.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -166563.796875 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -166563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -166567.421875 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -166567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -166568.218750 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -166568.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -166568.218750 Penalty: 2374.404541
	Iteration 13F: 3 clusters Score -166568.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -10930.336914 Penalty: 837.409912
	Iteration 0F: 2 clusters Score -10930.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10347.740234 Penalty: 1674.819824
	Iteration 0F: 3 clusters Score -10347.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10522.237305 Penalty: 1674.819824
	Iteration 1F: 3 clusters Score -10522.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10553.808594 Penalty: 1674.819824
	Iteration 2F: 3 clusters Score -10553.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10578.170898 Penalty: 1674.819824
	Iteration 3Q: 3 clusters Score -10578.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10583.531250 Penalty: 1674.819824
	Iteration 4Q: 3 clusters Score -10583.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10586.927734 Penalty: 1674.819824
	Iteration 5Q: 3 clusters Score -10586.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10597.328125 Penalty: 1674.819824
	Iteration 6Q: 3 clusters Score -10597.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10602.051758 Penalty: 1674.819824
	Iteration 7Q: 3 clusters Score -10602.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10602.051758 Penalty: 1674.819824
	Iteration 8F: 3 clusters Score -10602.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 31927 members 
Mstep: Class 3 contains 85711 members 
Mstep: Class 4 contains 97615 members 
Mstep: Class 5 contains 79073 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10882 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 24176 members 
Mstep: Class 13 contains 52336 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 3725 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 82171 members 
Mstep: Class 20 contains 68300 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10754 members 
Mstep: Class 23 contains 1628 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7815 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2438 members 
Mstep: Class 29 contains 48463 members 
Mstep: Class 30 contains 3229 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10407 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95172 members 
Mstep: Class 37 contains 87138 members 
Mstep: Class 38 contains 1489 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242040.000000 Penalty: 84243.031250
Iteration 319Q: 39 clusters Score -1.02242e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 31923 members 
Mstep: Class 3 contains 85895 members 
Mstep: Class 4 contains 97553 members 
Mstep: Class 5 contains 79053 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10880 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24211 members 
Mstep: Class 13 contains 52328 members 
Mstep: Class 14 contains 4637 members 
Mstep: Class 15 contains 3723 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 82205 members 
Mstep: Class 20 contains 68320 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10762 members 
Mstep: Class 23 contains 1625 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7811 members 
Mstep: Class 26 contains 1270 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2434 members 
Mstep: Class 29 contains 48462 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10393 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95191 members 
Mstep: Class 37 contains 86972 members 
Mstep: Class 38 contains 1491 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242160.000000 Penalty: 84243.031250
Iteration 320F: 39 clusters Score -1.022422e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 31918 members 
Mstep: Class 3 contains 86076 members 
Mstep: Class 4 contains 97489 members 
Mstep: Class 5 contains 79107 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 10873 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24250 members 
Mstep: Class 13 contains 52320 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 15 contains 3721 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5166 members 
Mstep: Class 18 contains 8050 members 
Mstep: Class 19 contains 82234 members 
Mstep: Class 20 contains 68347 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10774 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7804 members 
Mstep: Class 26 contains 1270 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2428 members 
Mstep: Class 29 contains 48458 members 
Mstep: Class 30 contains 3234 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10385 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95204 members 
Mstep: Class 37 contains 86742 members 
Mstep: Class 38 contains 1491 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242464.000000 Penalty: 84243.031250
Iteration 321Q: 39 clusters Score -1.022425e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 31939 members 
Mstep: Class 3 contains 86257 members 
Mstep: Class 4 contains 97427 members 
Mstep: Class 5 contains 79154 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10873 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24287 members 
Mstep: Class 13 contains 52325 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 8043 members 
Mstep: Class 19 contains 82242 members 
Mstep: Class 20 contains 68364 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10787 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7797 members 
Mstep: Class 26 contains 1270 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2416 members 
Mstep: Class 29 contains 48454 members 
Mstep: Class 30 contains 3237 members 
Mstep: Class 31 contains 2101 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10376 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95211 members 
Mstep: Class 37 contains 86527 members 
Mstep: Class 38 contains 1491 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242552.000000 Penalty: 84243.031250
Iteration 322Q: 39 clusters Score -1.022426e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 31942 members 
Mstep: Class 3 contains 86428 members 
Mstep: Class 4 contains 97371 members 
Mstep: Class 5 contains 79250 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10878 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 52330 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 3716 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5186 members 
Mstep: Class 18 contains 8047 members 
Mstep: Class 19 contains 82219 members 
Mstep: Class 20 contains 68379 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10796 members 
Mstep: Class 23 contains 1629 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2404 members 
Mstep: Class 29 contains 48448 members 
Mstep: Class 30 contains 3238 members 
Mstep: Class 31 contains 2100 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10367 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95208 members 
Mstep: Class 37 contains 86293 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242944.000000 Penalty: 84243.031250
Iteration 323Q: 39 clusters Score -1.022429e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 31943 members 
Mstep: Class 3 contains 86604 members 
Mstep: Class 4 contains 97336 members 
Mstep: Class 5 contains 79336 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10882 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24396 members 
Mstep: Class 13 contains 52340 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5194 members 
Mstep: Class 18 contains 8053 members 
Mstep: Class 19 contains 82197 members 
Mstep: Class 20 contains 68377 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10809 members 
Mstep: Class 23 contains 1630 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7784 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2396 members 
Mstep: Class 29 contains 48448 members 
Mstep: Class 30 contains 3242 members 
Mstep: Class 31 contains 2100 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10359 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95205 members 
Mstep: Class 37 contains 86053 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243112.000000 Penalty: 84243.031250
Iteration 324Q: 39 clusters Score -1.022431e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 31931 members 
Mstep: Class 3 contains 86805 members 
Mstep: Class 4 contains 97313 members 
Mstep: Class 5 contains 79372 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10884 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24460 members 
Mstep: Class 13 contains 52356 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5196 members 
Mstep: Class 18 contains 8053 members 
Mstep: Class 19 contains 82187 members 
Mstep: Class 20 contains 68383 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10821 members 
Mstep: Class 23 contains 1627 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7776 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2388 members 
Mstep: Class 29 contains 48439 members 
Mstep: Class 30 contains 3240 members 
Mstep: Class 31 contains 2099 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10355 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95212 members 
Mstep: Class 37 contains 85809 members 
Mstep: Class 38 contains 1492 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243368.000000 Penalty: 84243.031250
Iteration 325Q: 39 clusters Score -1.022434e+08 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 31929 members 
Mstep: Class 3 contains 87001 members 
Mstep: Class 4 contains 97225 members 
Mstep: Class 5 contains 79435 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10883 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 24513 members 
Mstep: Class 13 contains 52370 members 
Mstep: Class 14 contains 4648 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5197 members 
Mstep: Class 18 contains 8053 members 
Mstep: Class 19 contains 82191 members 
Mstep: Class 20 contains 68421 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10830 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7776 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2387 members 
Mstep: Class 29 contains 48424 members 
Mstep: Class 30 contains 3243 members 
Mstep: Class 31 contains 2096 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10339 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95230 members 
Mstep: Class 37 contains 85560 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243664.000000 Penalty: 84243.031250
Iteration 326Q: 39 clusters Score -1.022437e+08 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 31912 members 
Mstep: Class 3 contains 87305 members 
Mstep: Class 4 contains 97144 members 
Mstep: Class 5 contains 79415 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10883 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24580 members 
Mstep: Class 13 contains 52385 members 
Mstep: Class 14 contains 4651 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5197 members 
Mstep: Class 18 contains 8053 members 
Mstep: Class 19 contains 82180 members 
Mstep: Class 20 contains 68458 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10841 members 
Mstep: Class 23 contains 1623 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7770 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 48426 members 
Mstep: Class 30 contains 3245 members 
Mstep: Class 31 contains 2096 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10326 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95245 members 
Mstep: Class 37 contains 85287 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243904.000000 Penalty: 84243.031250
Iteration 327Q: 39 clusters Score -1.022439e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 31909 members 
Mstep: Class 3 contains 87637 members 
Mstep: Class 4 contains 97073 members 
Mstep: Class 5 contains 79348 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 10881 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24642 members 
Mstep: Class 13 contains 52406 members 
Mstep: Class 14 contains 4650 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5196 members 
Mstep: Class 18 contains 8045 members 
Mstep: Class 19 contains 82177 members 
Mstep: Class 20 contains 68501 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10851 members 
Mstep: Class 23 contains 1619 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7769 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 48440 members 
Mstep: Class 30 contains 3248 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10315 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95229 members 
Mstep: Class 37 contains 85020 members 
Mstep: Class 38 contains 1497 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244184.000000 Penalty: 84243.031250
Iteration 328Q: 39 clusters Score -1.022442e+08 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 31907 members 
Mstep: Class 3 contains 87896 members 
Mstep: Class 4 contains 97068 members 
Mstep: Class 5 contains 79329 members 
Mstep: Class 6 contains 3528 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 10883 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24723 members 
Mstep: Class 13 contains 52421 members 
Mstep: Class 14 contains 4651 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5200 members 
Mstep: Class 18 contains 8046 members 
Mstep: Class 19 contains 82137 members 
Mstep: Class 20 contains 68535 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10851 members 
Mstep: Class 23 contains 1612 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7769 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2388 members 
Mstep: Class 29 contains 48442 members 
Mstep: Class 30 contains 3248 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10302 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95219 members 
Mstep: Class 37 contains 84743 members 
Mstep: Class 38 contains 1497 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244296.000000 Penalty: 84243.031250
Iteration 329Q: 39 clusters Score -1.022443e+08 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 31905 members 
Mstep: Class 3 contains 88111 members 
Mstep: Class 4 contains 97060 members 
Mstep: Class 5 contains 79339 members 
Mstep: Class 6 contains 3528 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 10877 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24810 members 
Mstep: Class 13 contains 52439 members 
Mstep: Class 14 contains 4654 members 
Mstep: Class 15 contains 3714 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 8046 members 
Mstep: Class 19 contains 82120 members 
Mstep: Class 20 contains 68570 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10855 members 
Mstep: Class 23 contains 1610 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7769 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2390 members 
Mstep: Class 29 contains 48441 members 
Mstep: Class 30 contains 3250 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10290 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95209 members 
Mstep: Class 37 contains 84449 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244536.000000 Penalty: 84243.031250
Iteration 330Q: 39 clusters Score -1.022445e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 31898 members 
Mstep: Class 3 contains 88272 members 
Mstep: Class 4 contains 97078 members 
Mstep: Class 5 contains 79365 members 
Mstep: Class 6 contains 3529 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10872 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24904 members 
Mstep: Class 13 contains 52448 members 
Mstep: Class 14 contains 4655 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5193 members 
Mstep: Class 18 contains 8043 members 
Mstep: Class 19 contains 82107 members 
Mstep: Class 20 contains 68638 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10863 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7769 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2391 members 
Mstep: Class 29 contains 48442 members 
Mstep: Class 30 contains 3254 members 
Mstep: Class 31 contains 2091 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10272 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95209 members 
Mstep: Class 37 contains 84134 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244472.000000 Penalty: 84243.031250
Iteration 331Q: 39 clusters Score -1.022445e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 31879 members 
Mstep: Class 3 contains 88467 members 
Mstep: Class 4 contains 97057 members 
Mstep: Class 5 contains 79449 members 
Mstep: Class 6 contains 3527 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 24996 members 
Mstep: Class 13 contains 52456 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5197 members 
Mstep: Class 18 contains 8045 members 
Mstep: Class 19 contains 82115 members 
Mstep: Class 20 contains 68696 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10867 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7766 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2389 members 
Mstep: Class 29 contains 48448 members 
Mstep: Class 30 contains 3262 members 
Mstep: Class 31 contains 2091 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10257 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95210 members 
Mstep: Class 37 contains 83748 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244768.000000 Penalty: 84243.031250
Iteration 332Q: 39 clusters Score -1.022448e+08 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 31844 members 
Mstep: Class 3 contains 88629 members 
Mstep: Class 4 contains 97035 members 
Mstep: Class 5 contains 79617 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10881 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 25084 members 
Mstep: Class 13 contains 52460 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 3712 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 8045 members 
Mstep: Class 19 contains 82154 members 
Mstep: Class 20 contains 68702 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10862 members 
Mstep: Class 23 contains 1607 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7763 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2388 members 
Mstep: Class 29 contains 48453 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10243 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95240 members 
Mstep: Class 37 contains 83318 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244720.000000 Penalty: 84243.031250
Iteration 333Q: 39 clusters Score -1.022447e+08 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 31820 members 
Mstep: Class 3 contains 88770 members 
Mstep: Class 4 contains 97029 members 
Mstep: Class 5 contains 79799 members 
Mstep: Class 6 contains 3521 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10878 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 25162 members 
Mstep: Class 13 contains 52468 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 3712 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5223 members 
Mstep: Class 18 contains 8045 members 
Mstep: Class 19 contains 82173 members 
Mstep: Class 20 contains 68703 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10856 members 
Mstep: Class 23 contains 1607 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7755 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2386 members 
Mstep: Class 29 contains 48465 members 
Mstep: Class 30 contains 3264 members 
Mstep: Class 31 contains 2091 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10227 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95251 members 
Mstep: Class 37 contains 82925 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244528.000000 Penalty: 84243.031250
Iteration 334Q: 39 clusters Score -1.022445e+08 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 31796 members 
Mstep: Class 3 contains 88888 members 
Mstep: Class 4 contains 97020 members 
Mstep: Class 5 contains 80036 members 
Mstep: Class 6 contains 3519 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10880 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 25235 members 
Mstep: Class 13 contains 52484 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 3710 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5243 members 
Mstep: Class 18 contains 8043 members 
Mstep: Class 19 contains 82194 members 
Mstep: Class 20 contains 68697 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10855 members 
Mstep: Class 23 contains 1606 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7748 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2385 members 
Mstep: Class 29 contains 48488 members 
Mstep: Class 30 contains 3265 members 
Mstep: Class 31 contains 2089 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10208 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95258 members 
Mstep: Class 37 contains 82503 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244568.000000 Penalty: 84243.031250
Iteration 335Q: 39 clusters Score -1.022446e+08 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 31772 members 
Mstep: Class 3 contains 89043 members 
Mstep: Class 4 contains 96963 members 
Mstep: Class 5 contains 80209 members 
Mstep: Class 6 contains 3518 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 25301 members 
Mstep: Class 13 contains 52491 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5252 members 
Mstep: Class 18 contains 8038 members 
Mstep: Class 19 contains 82259 members 
Mstep: Class 20 contains 68702 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10851 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7749 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 48519 members 
Mstep: Class 30 contains 3265 members 
Mstep: Class 31 contains 2090 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10192 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95284 members 
Mstep: Class 37 contains 82091 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244608.000000 Penalty: 84243.031250
Iteration 336Q: 39 clusters Score -1.022446e+08 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 31743 members 
Mstep: Class 3 contains 89155 members 
Mstep: Class 4 contains 96923 members 
Mstep: Class 5 contains 80438 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 25357 members 
Mstep: Class 13 contains 52501 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 3706 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5264 members 
Mstep: Class 18 contains 8037 members 
Mstep: Class 19 contains 82336 members 
Mstep: Class 20 contains 68704 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10854 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7752 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 48547 members 
Mstep: Class 30 contains 3268 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10179 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95287 members 
Mstep: Class 37 contains 81662 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245128.000000 Penalty: 84243.031250
Iteration 337Q: 39 clusters Score -1.022451e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 31734 members 
Mstep: Class 3 contains 89250 members 
Mstep: Class 4 contains 96878 members 
Mstep: Class 5 contains 80684 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10884 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 25413 members 
Mstep: Class 13 contains 52504 members 
Mstep: Class 14 contains 4662 members 
Mstep: Class 15 contains 3706 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5281 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 82417 members 
Mstep: Class 20 contains 68691 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10844 members 
Mstep: Class 23 contains 1601 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7754 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 48587 members 
Mstep: Class 30 contains 3271 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10174 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95292 members 
Mstep: Class 37 contains 81222 members 
Mstep: Class 38 contains 1497 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245368.000000 Penalty: 84243.031250
Iteration 338Q: 39 clusters Score -1.022454e+08 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 31709 members 
Mstep: Class 3 contains 89377 members 
Mstep: Class 4 contains 96804 members 
Mstep: Class 5 contains 80983 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 25465 members 
Mstep: Class 13 contains 52507 members 
Mstep: Class 14 contains 4663 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 8020 members 
Mstep: Class 19 contains 82512 members 
Mstep: Class 20 contains 68671 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10834 members 
Mstep: Class 23 contains 1598 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7743 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 48610 members 
Mstep: Class 30 contains 3274 members 
Mstep: Class 31 contains 2091 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10171 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95326 members 
Mstep: Class 37 contains 80733 members 
Mstep: Class 38 contains 1498 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245616.000000 Penalty: 84243.031250
Iteration 339Q: 39 clusters Score -1.022456e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 31720 members 
Mstep: Class 3 contains 89456 members 
Mstep: Class 4 contains 96731 members 
Mstep: Class 5 contains 81317 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10872 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 25513 members 
Mstep: Class 13 contains 52520 members 
Mstep: Class 14 contains 4666 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5354 members 
Mstep: Class 18 contains 8019 members 
Mstep: Class 19 contains 82595 members 
Mstep: Class 20 contains 68614 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10822 members 
Mstep: Class 23 contains 1598 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7734 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 48639 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 2091 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10168 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95379 members 
Mstep: Class 37 contains 80212 members 
Mstep: Class 38 contains 1499 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246432.000000 Penalty: 84243.031250
Iteration 340F: 39 clusters Score -1.022464e+08 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 31725 members 
Mstep: Class 3 contains 89565 members 
Mstep: Class 4 contains 96675 members 
Mstep: Class 5 contains 81690 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10865 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 25560 members 
Mstep: Class 13 contains 52546 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5387 members 
Mstep: Class 18 contains 8016 members 
Mstep: Class 19 contains 82633 members 
Mstep: Class 20 contains 68581 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10811 members 
Mstep: Class 23 contains 1598 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7723 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 48676 members 
Mstep: Class 30 contains 3279 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10165 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95398 members 
Mstep: Class 37 contains 79655 members 
Mstep: Class 38 contains 1499 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246872.000000 Penalty: 84243.031250
Iteration 341Q: 39 clusters Score -1.022469e+08 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 31736 members 
Mstep: Class 3 contains 89717 members 
Mstep: Class 4 contains 96613 members 
Mstep: Class 5 contains 82090 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10867 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 25633 members 
Mstep: Class 13 contains 52568 members 
Mstep: Class 14 contains 4669 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5426 members 
Mstep: Class 18 contains 8009 members 
Mstep: Class 19 contains 82647 members 
Mstep: Class 20 contains 68538 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10800 members 
Mstep: Class 23 contains 1596 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7715 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 48699 members 
Mstep: Class 30 contains 3281 members 
Mstep: Class 31 contains 2090 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10153 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95446 members 
Mstep: Class 37 contains 79042 members 
Mstep: Class 38 contains 1499 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247512.000000 Penalty: 84243.031250
Iteration 342Q: 39 clusters Score -1.022475e+08 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 31721 members 
Mstep: Class 3 contains 89829 members 
Mstep: Class 4 contains 96559 members 
Mstep: Class 5 contains 82538 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10869 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 25701 members 
Mstep: Class 13 contains 52583 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5457 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 82663 members 
Mstep: Class 20 contains 68513 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10786 members 
Mstep: Class 23 contains 1596 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7712 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2382 members 
Mstep: Class 29 contains 48748 members 
Mstep: Class 30 contains 3281 members 
Mstep: Class 31 contains 2090 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10143 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95472 members 
Mstep: Class 37 contains 78421 members 
Mstep: Class 38 contains 1499 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247640.000000 Penalty: 84243.031250
Iteration 343Q: 39 clusters Score -1.022476e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 31715 members 
Mstep: Class 3 contains 90000 members 
Mstep: Class 4 contains 96493 members 
Mstep: Class 5 contains 82968 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10871 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 25752 members 
Mstep: Class 13 contains 52588 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5498 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 82654 members 
Mstep: Class 20 contains 68472 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10766 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 7706 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2382 members 
Mstep: Class 29 contains 48799 members 
Mstep: Class 30 contains 3285 members 
Mstep: Class 31 contains 2090 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10137 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95501 members 
Mstep: Class 37 contains 77813 members 
Mstep: Class 38 contains 1499 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247952.000000 Penalty: 84243.031250
Iteration 344Q: 39 clusters Score -1.02248e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 31703 members 
Mstep: Class 3 contains 90187 members 
Mstep: Class 4 contains 96446 members 
Mstep: Class 5 contains 83434 members 
Mstep: Class 6 contains 3468 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10873 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2219 members 
Mstep: Class 12 contains 25781 members 
Mstep: Class 13 contains 52596 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 7998 members 
Mstep: Class 19 contains 82642 members 
Mstep: Class 20 contains 68410 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10749 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7698 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 48871 members 
Mstep: Class 30 contains 3286 members 
Mstep: Class 31 contains 2090 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10133 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95510 members 
Mstep: Class 37 contains 77194 members 
Mstep: Class 38 contains 1500 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248312.000000 Penalty: 84243.031250
Iteration 345Q: 39 clusters Score -1.022483e+08 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 31672 members 
Mstep: Class 3 contains 90378 members 
Mstep: Class 4 contains 96390 members 
Mstep: Class 5 contains 83870 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 25816 members 
Mstep: Class 13 contains 52618 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 3694 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5563 members 
Mstep: Class 18 contains 7995 members 
Mstep: Class 19 contains 82656 members 
Mstep: Class 20 contains 68348 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10726 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 7690 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 48937 members 
Mstep: Class 30 contains 3290 members 
Mstep: Class 31 contains 2089 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10127 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95522 members 
Mstep: Class 37 contains 76583 members 
Mstep: Class 38 contains 1501 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248488.000000 Penalty: 84243.031250
Iteration 346Q: 39 clusters Score -1.022485e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 31641 members 
Mstep: Class 3 contains 90572 members 
Mstep: Class 4 contains 96379 members 
Mstep: Class 5 contains 84243 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 25858 members 
Mstep: Class 13 contains 52637 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5581 members 
Mstep: Class 18 contains 7993 members 
Mstep: Class 19 contains 82651 members 
Mstep: Class 20 contains 68278 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10706 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 7683 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 49018 members 
Mstep: Class 30 contains 3293 members 
Mstep: Class 31 contains 2091 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10120 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95520 members 
Mstep: Class 37 contains 76011 members 
Mstep: Class 38 contains 1503 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248792.000000 Penalty: 84243.031250
Iteration 347Q: 39 clusters Score -1.022488e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 31619 members 
Mstep: Class 3 contains 90767 members 
Mstep: Class 4 contains 96396 members 
Mstep: Class 5 contains 84614 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10887 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 25895 members 
Mstep: Class 13 contains 52658 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 3694 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5603 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 82621 members 
Mstep: Class 20 contains 68208 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10682 members 
Mstep: Class 23 contains 1590 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 49110 members 
Mstep: Class 30 contains 3295 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10113 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95495 members 
Mstep: Class 37 contains 75456 members 
Mstep: Class 38 contains 1504 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248688.000000 Penalty: 84243.031250
Iteration 348Q: 39 clusters Score -1.022487e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 31591 members 
Mstep: Class 3 contains 90973 members 
Mstep: Class 4 contains 96368 members 
Mstep: Class 5 contains 84979 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10883 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 25937 members 
Mstep: Class 13 contains 52670 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 3694 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 7982 members 
Mstep: Class 19 contains 82632 members 
Mstep: Class 20 contains 68150 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10650 members 
Mstep: Class 23 contains 1589 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7664 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 49207 members 
Mstep: Class 30 contains 3298 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10108 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95483 members 
Mstep: Class 37 contains 74882 members 
Mstep: Class 38 contains 1504 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248648.000000 Penalty: 84243.031250
Iteration 349Q: 39 clusters Score -1.022486e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 31588 members 
Mstep: Class 3 contains 91211 members 
Mstep: Class 4 contains 96399 members 
Mstep: Class 5 contains 85218 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10889 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 25992 members 
Mstep: Class 13 contains 52661 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 7973 members 
Mstep: Class 19 contains 82642 members 
Mstep: Class 20 contains 68081 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7658 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 49309 members 
Mstep: Class 30 contains 3303 members 
Mstep: Class 31 contains 2095 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10096 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95489 members 
Mstep: Class 37 contains 74315 members 
Mstep: Class 38 contains 1504 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248328.000000 Penalty: 84243.031250
Iteration 350Q: 39 clusters Score -1.022483e+08 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 31587 members 
Mstep: Class 3 contains 91408 members 
Mstep: Class 4 contains 96452 members 
Mstep: Class 5 contains 85451 members 
Mstep: Class 6 contains 3481 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 26032 members 
Mstep: Class 13 contains 52668 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5674 members 
Mstep: Class 18 contains 7966 members 
Mstep: Class 19 contains 82664 members 
Mstep: Class 20 contains 68023 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10600 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7654 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 49424 members 
Mstep: Class 30 contains 3300 members 
Mstep: Class 31 contains 2093 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10087 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95462 members 
Mstep: Class 37 contains 73760 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248264.000000 Penalty: 84243.031250
Iteration 351Q: 39 clusters Score -1.022483e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 31576 members 
Mstep: Class 3 contains 91643 members 
Mstep: Class 4 contains 96499 members 
Mstep: Class 5 contains 85646 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2202 members 
Mstep: Class 12 contains 26070 members 
Mstep: Class 13 contains 52649 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 3687 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5678 members 
Mstep: Class 18 contains 7956 members 
Mstep: Class 19 contains 82676 members 
Mstep: Class 20 contains 67975 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10584 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7648 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 49551 members 
Mstep: Class 30 contains 3303 members 
Mstep: Class 31 contains 2096 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10079 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95429 members 
Mstep: Class 37 contains 73241 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248104.000000 Penalty: 84243.031250
Iteration 352Q: 39 clusters Score -1.022481e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 31569 members 
Mstep: Class 3 contains 91814 members 
Mstep: Class 4 contains 96575 members 
Mstep: Class 5 contains 85828 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10899 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2203 members 
Mstep: Class 12 contains 26106 members 
Mstep: Class 13 contains 52630 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5687 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 82675 members 
Mstep: Class 20 contains 67943 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7644 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2380 members 
Mstep: Class 29 contains 49656 members 
Mstep: Class 30 contains 3306 members 
Mstep: Class 31 contains 2095 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10071 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95407 members 
Mstep: Class 37 contains 72771 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248128.000000 Penalty: 84243.031250
Iteration 353Q: 39 clusters Score -1.022481e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 31531 members 
Mstep: Class 3 contains 91973 members 
Mstep: Class 4 contains 96628 members 
Mstep: Class 5 contains 86045 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10905 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 26132 members 
Mstep: Class 13 contains 52613 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 3688 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5703 members 
Mstep: Class 18 contains 7936 members 
Mstep: Class 19 contains 82722 members 
Mstep: Class 20 contains 67915 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10557 members 
Mstep: Class 23 contains 1585 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7636 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2380 members 
Mstep: Class 29 contains 49779 members 
Mstep: Class 30 contains 3305 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10061 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95366 members 
Mstep: Class 37 contains 72274 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247728.000000 Penalty: 84243.031250
Iteration 354Q: 39 clusters Score -1.022477e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 31503 members 
Mstep: Class 3 contains 92113 members 
Mstep: Class 4 contains 96677 members 
Mstep: Class 5 contains 86259 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10908 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 26165 members 
Mstep: Class 13 contains 52589 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5721 members 
Mstep: Class 18 contains 7932 members 
Mstep: Class 19 contains 82766 members 
Mstep: Class 20 contains 67903 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10540 members 
Mstep: Class 23 contains 1585 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7629 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2379 members 
Mstep: Class 29 contains 49910 members 
Mstep: Class 30 contains 3305 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10057 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95304 members 
Mstep: Class 37 contains 71795 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248024.000000 Penalty: 84243.031250
Iteration 355Q: 39 clusters Score -1.02248e+08 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 31484 members 
Mstep: Class 3 contains 92314 members 
Mstep: Class 4 contains 96701 members 
Mstep: Class 5 contains 86442 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10905 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 26192 members 
Mstep: Class 13 contains 52554 members 
Mstep: Class 14 contains 4693 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 7925 members 
Mstep: Class 19 contains 82815 members 
Mstep: Class 20 contains 67903 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10530 members 
Mstep: Class 23 contains 1585 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7620 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 50032 members 
Mstep: Class 30 contains 3302 members 
Mstep: Class 31 contains 2093 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10052 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95252 members 
Mstep: Class 37 contains 71321 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247888.000000 Penalty: 84243.031250
Iteration 356Q: 39 clusters Score -1.022479e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 31469 members 
Mstep: Class 3 contains 92516 members 
Mstep: Class 4 contains 96706 members 
Mstep: Class 5 contains 86622 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10906 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 26228 members 
Mstep: Class 13 contains 52510 members 
Mstep: Class 14 contains 4694 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5746 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 82851 members 
Mstep: Class 20 contains 67951 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10514 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7619 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 50128 members 
Mstep: Class 30 contains 3306 members 
Mstep: Class 31 contains 2093 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10042 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95214 members 
Mstep: Class 37 contains 70843 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247712.000000 Penalty: 84243.031250
Iteration 357Q: 39 clusters Score -1.022477e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 31473 members 
Mstep: Class 3 contains 92697 members 
Mstep: Class 4 contains 96674 members 
Mstep: Class 5 contains 86840 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 26262 members 
Mstep: Class 13 contains 52458 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5761 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 82899 members 
Mstep: Class 20 contains 67999 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10505 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7615 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 50232 members 
Mstep: Class 30 contains 3304 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10027 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95146 members 
Mstep: Class 37 contains 70376 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247864.000000 Penalty: 84243.031250
Iteration 358Q: 39 clusters Score -1.022479e+08 nChanged 2297
Entering ConstructFrom: 
Score: -102247864.000000 Penalty: 84243.031250
Entering ConstructFrom: 
Trying to split cluster 1 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -576547.750000 Penalty: 1375.297729
	Iteration 0F: 2 clusters Score -576547.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -572722.000000 Penalty: 2750.595459
	Iteration 0F: 3 clusters Score -572722 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -573789.812500 Penalty: 2750.595459
	Iteration 1F: 3 clusters Score -573789.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -573981.312500 Penalty: 2750.595459
	Iteration 2F: 3 clusters Score -573981.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -574151.000000 Penalty: 2750.595459
	Iteration 3F: 3 clusters Score -574151 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -574298.312500 Penalty: 2750.595459
	Iteration 4F: 3 clusters Score -574298.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -574418.312500 Penalty: 2750.595459
	Iteration 5Q: 3 clusters Score -574418.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -574526.312500 Penalty: 2750.595459
	Iteration 6Q: 3 clusters Score -574526.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -574629.250000 Penalty: 2750.595459
	Iteration 7Q: 3 clusters Score -574629.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -574727.687500 Penalty: 2750.595459
	Iteration 8Q: 3 clusters Score -574727.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -574801.000000 Penalty: 2750.595459
	Iteration 9Q: 3 clusters Score -574801 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -574863.875000 Penalty: 2750.595459
	Iteration 10Q: 3 clusters Score -574863.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -574917.375000 Penalty: 2750.595459
	Iteration 11Q: 3 clusters Score -574917.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -574961.875000 Penalty: 2750.595459
	Iteration 12Q: 3 clusters Score -574961.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -575012.500000 Penalty: 2750.595459
	Iteration 13Q: 3 clusters Score -575012.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -575052.187500 Penalty: 2750.595459
	Iteration 14Q: 3 clusters Score -575052.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -575086.500000 Penalty: 2750.595459
	Iteration 15Q: 3 clusters Score -575086.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -575123.875000 Penalty: 2750.595459
	Iteration 16Q: 3 clusters Score -575123.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -575156.437500 Penalty: 2750.595459
	Iteration 17Q: 3 clusters Score -575156.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -575191.062500 Penalty: 2750.595459
	Iteration 18Q: 3 clusters Score -575191.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -575217.812500 Penalty: 2750.595459
	Iteration 19Q: 3 clusters Score -575217.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -575239.687500 Penalty: 2750.595459
	Iteration 20F: 3 clusters Score -575239.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -575256.312500 Penalty: 2750.595459
	Iteration 21Q: 3 clusters Score -575256.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -575269.500000 Penalty: 2750.595459
	Iteration 22Q: 3 clusters Score -575269.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -575278.125000 Penalty: 2750.595459
	Iteration 23Q: 3 clusters Score -575278.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -575289.375000 Penalty: 2750.595459
	Iteration 24Q: 3 clusters Score -575289.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -575296.750000 Penalty: 2750.595459
	Iteration 25Q: 3 clusters Score -575296.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -575304.812500 Penalty: 2750.595459
	Iteration 26Q: 3 clusters Score -575304.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -575312.437500 Penalty: 2750.595459
	Iteration 27Q: 3 clusters Score -575312.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -575317.625000 Penalty: 2750.595459
	Iteration 28Q: 3 clusters Score -575317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -575321.875000 Penalty: 2750.595459
	Iteration 29Q: 3 clusters Score -575321.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -575325.437500 Penalty: 2750.595459
	Iteration 30Q: 3 clusters Score -575325.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -575329.312500 Penalty: 2750.595459
	Iteration 31Q: 3 clusters Score -575329.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -575336.437500 Penalty: 2750.595459
	Iteration 32Q: 3 clusters Score -575336.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -575342.625000 Penalty: 2750.595459
	Iteration 33Q: 3 clusters Score -575342.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -575352.562500 Penalty: 2750.595459
	Iteration 34Q: 3 clusters Score -575352.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -575356.437500 Penalty: 2750.595459
	Iteration 35Q: 3 clusters Score -575356.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -575364.875000 Penalty: 2750.595459
	Iteration 36Q: 3 clusters Score -575364.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -575372.312500 Penalty: 2750.595459
	Iteration 37Q: 3 clusters Score -575372.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -575392.437500 Penalty: 2750.595459
	Iteration 38Q: 3 clusters Score -575392.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -575422.437500 Penalty: 2750.595459
	Iteration 39Q: 3 clusters Score -575422.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -575460.375000 Penalty: 2750.595459
	Iteration 40F: 3 clusters Score -575460.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -575507.000000 Penalty: 2750.595459
	Iteration 41Q: 3 clusters Score -575507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -575574.750000 Penalty: 2750.595459
	Iteration 42Q: 3 clusters Score -575574.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -575629.312500 Penalty: 2750.595459
	Iteration 43Q: 3 clusters Score -575629.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -575648.250000 Penalty: 2750.595459
	Iteration 44Q: 3 clusters Score -575648.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -575666.687500 Penalty: 2750.595459
	Iteration 45Q: 3 clusters Score -575666.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -575672.187500 Penalty: 2750.595459
	Iteration 46Q: 3 clusters Score -575672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -575677.750000 Penalty: 2750.595459
	Iteration 47Q: 3 clusters Score -575677.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -575681.687500 Penalty: 2750.595459
	Iteration 48Q: 3 clusters Score -575681.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -575684.187500 Penalty: 2750.595459
	Iteration 49Q: 3 clusters Score -575684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -575683.812500 Penalty: 2750.595459
	Iteration 50Q: 3 clusters Score -575683.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -575683.437500 Penalty: 2750.595459
	Iteration 51Q: 3 clusters Score -575683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -575683.750000 Penalty: 2750.595459
	Iteration 52Q: 3 clusters Score -575683.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -575684.187500 Penalty: 2750.595459
	Iteration 53Q: 3 clusters Score -575684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -575684.187500 Penalty: 2750.595459
	Iteration 54F: 3 clusters Score -575684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Entering Unmasked Estep 
Score: -3840122.000000 Penalty: 1682.947266
	Iteration 0F: 2 clusters Score -3840122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3819022.250000 Penalty: 3365.894531
	Iteration 0F: 3 clusters Score -3819022 nChanged 14445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3827178.750000 Penalty: 3365.894531
	Iteration 1F: 3 clusters Score -3827179 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3827622.750000 Penalty: 3365.894531
	Iteration 2Q: 3 clusters Score -3827623 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3828220.500000 Penalty: 3365.894531
	Iteration 3Q: 3 clusters Score -3828220 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3829227.250000 Penalty: 3365.894531
	Iteration 4F: 3 clusters Score -3829227 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3830767.000000 Penalty: 3365.894531
	Iteration 5F: 3 clusters Score -3830767 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3832889.750000 Penalty: 3365.894531
	Iteration 6F: 3 clusters Score -3832890 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3835242.500000 Penalty: 3365.894531
	Iteration 7F: 3 clusters Score -3835242 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -3837054.250000 Penalty: 3365.894531
	Iteration 8F: 3 clusters Score -3837054 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -3837952.250000 Penalty: 3365.894531
	Iteration 9Q: 3 clusters Score -3837952 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -3838314.500000 Penalty: 3365.894531
	Iteration 10Q: 3 clusters Score -3838314 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -3838465.250000 Penalty: 3365.894531
	Iteration 11Q: 3 clusters Score -3838465 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3838524.500000 Penalty: 3365.894531
	Iteration 12Q: 3 clusters Score -3838524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -3838545.250000 Penalty: 3365.894531
	Iteration 13Q: 3 clusters Score -3838545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -3838566.500000 Penalty: 3365.894531
	Iteration 14Q: 3 clusters Score -3838566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -3838583.000000 Penalty: 3365.894531
	Iteration 15Q: 3 clusters Score -3838583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -3838603.750000 Penalty: 3365.894531
	Iteration 16Q: 3 clusters Score -3838604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -3838613.750000 Penalty: 3365.894531
	Iteration 17Q: 3 clusters Score -3838614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -3838617.250000 Penalty: 3365.894531
	Iteration 18Q: 3 clusters Score -3838617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -3838623.250000 Penalty: 3365.894531
	Iteration 19Q: 3 clusters Score -3838623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -3838623.750000 Penalty: 3365.894531
	Iteration 20F: 3 clusters Score -3838624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -3838624.750000 Penalty: 3365.894531
	Iteration 21Q: 3 clusters Score -3838625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -3838626.500000 Penalty: 3365.894531
	Iteration 22Q: 3 clusters Score -3838626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -3838626.000000 Penalty: 3365.894531
	Iteration 23Q: 3 clusters Score -3838626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -3838626.000000 Penalty: 3365.894531
	Iteration 24F: 3 clusters Score -3838626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (92907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92907 members 
Entering Unmasked Estep 
Score: -11611613.000000 Penalty: 1858.895020
	Iteration 0F: 2 clusters Score -1.161161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -11553698.000000 Penalty: 3717.790039
	Iteration 0F: 3 clusters Score -1.15537e+07 nChanged 44360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -11579660.000000 Penalty: 3717.790039
	Iteration 1F: 3 clusters Score -1.157966e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -11580434.000000 Penalty: 3717.790039
	Iteration 2Q: 3 clusters Score -1.158043e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -11581492.000000 Penalty: 3717.790039
	Iteration 3Q: 3 clusters Score -1.158149e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -11582866.000000 Penalty: 3717.790039
	Iteration 4Q: 3 clusters Score -1.158287e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -11584967.000000 Penalty: 3717.790039
	Iteration 5Q: 3 clusters Score -1.158497e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -11588182.000000 Penalty: 3717.790039
	Iteration 6F: 3 clusters Score -1.158818e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -11592449.000000 Penalty: 3717.790039
	Iteration 7F: 3 clusters Score -1.159245e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -11596527.000000 Penalty: 3717.790039
	Iteration 8F: 3 clusters Score -1.159653e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -11598899.000000 Penalty: 3717.790039
	Iteration 9F: 3 clusters Score -1.15989e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -11599813.000000 Penalty: 3717.790039
	Iteration 10Q: 3 clusters Score -1.159981e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -11600166.000000 Penalty: 3717.790039
	Iteration 11Q: 3 clusters Score -1.160017e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -11600432.000000 Penalty: 3717.790039
	Iteration 12Q: 3 clusters Score -1.160043e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -11600716.000000 Penalty: 3717.790039
	Iteration 13Q: 3 clusters Score -1.160072e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -11601039.000000 Penalty: 3717.790039
	Iteration 14Q: 3 clusters Score -1.160104e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -11601369.000000 Penalty: 3717.790039
	Iteration 15Q: 3 clusters Score -1.160137e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -11601840.000000 Penalty: 3717.790039
	Iteration 16Q: 3 clusters Score -1.160184e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -11602437.000000 Penalty: 3717.790039
	Iteration 17Q: 3 clusters Score -1.160244e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -11603138.000000 Penalty: 3717.790039
	Iteration 18Q: 3 clusters Score -1.160314e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -11603977.000000 Penalty: 3717.790039
	Iteration 19Q: 3 clusters Score -1.160398e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -11604913.000000 Penalty: 3717.790039
	Iteration 20F: 3 clusters Score -1.160491e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -11606141.000000 Penalty: 3717.790039
	Iteration 21Q: 3 clusters Score -1.160614e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -11607246.000000 Penalty: 3717.790039
	Iteration 22Q: 3 clusters Score -1.160725e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -11608173.000000 Penalty: 3717.790039
	Iteration 23Q: 3 clusters Score -1.160817e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -11609168.000000 Penalty: 3717.790039
	Iteration 24Q: 3 clusters Score -1.160917e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -11609860.000000 Penalty: 3717.790039
	Iteration 25Q: 3 clusters Score -1.160986e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -11610315.000000 Penalty: 3717.790039
	Iteration 26Q: 3 clusters Score -1.161032e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -11610766.000000 Penalty: 3717.790039
	Iteration 27Q: 3 clusters Score -1.161077e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -11611115.000000 Penalty: 3717.790039
	Iteration 28Q: 3 clusters Score -1.161112e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -11611306.000000 Penalty: 3717.790039
	Iteration 29Q: 3 clusters Score -1.161131e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -11611454.000000 Penalty: 3717.790039
	Iteration 30Q: 3 clusters Score -1.161145e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -11611538.000000 Penalty: 3717.790039
	Iteration 31Q: 3 clusters Score -1.161154e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -11611548.000000 Penalty: 3717.790039
	Iteration 32Q: 3 clusters Score -1.161155e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -11611589.000000 Penalty: 3717.790039
	Iteration 33Q: 3 clusters Score -1.161159e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -11611677.000000 Penalty: 3717.790039
	Iteration 34Q: 3 clusters Score -1.161168e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -11611719.000000 Penalty: 3717.790039
	Iteration 35Q: 3 clusters Score -1.161172e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -11611703.000000 Penalty: 3717.790039
	Iteration 36Q: 3 clusters Score -1.16117e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -11611745.000000 Penalty: 3717.790039
	Iteration 37Q: 3 clusters Score -1.161174e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -11611720.000000 Penalty: 3717.790039
	Iteration 38Q: 3 clusters Score -1.161172e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -11611737.000000 Penalty: 3717.790039
	Iteration 39Q: 3 clusters Score -1.161174e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -11611746.000000 Penalty: 3717.790039
	Iteration 40F: 3 clusters Score -1.161175e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -11611760.000000 Penalty: 3717.790039
	Iteration 41Q: 3 clusters Score -1.161176e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -11611766.000000 Penalty: 3717.790039
	Iteration 42Q: 3 clusters Score -1.161177e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -11611768.000000 Penalty: 3717.790039
	Iteration 43Q: 3 clusters Score -1.161177e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -11611764.000000 Penalty: 3717.790039
	Iteration 44Q: 3 clusters Score -1.161176e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -11611778.000000 Penalty: 3717.790039
	Iteration 45Q: 3 clusters Score -1.161178e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -11611787.000000 Penalty: 3717.790039
	Iteration 46Q: 3 clusters Score -1.161179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -11611780.000000 Penalty: 3717.790039
	Iteration 47Q: 3 clusters Score -1.161178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -11611783.000000 Penalty: 3717.790039
	Iteration 48Q: 3 clusters Score -1.161178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -11611788.000000 Penalty: 3717.790039
	Iteration 49Q: 3 clusters Score -1.161179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -11611779.000000 Penalty: 3717.790039
	Iteration 50Q: 3 clusters Score -1.161178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -11611761.000000 Penalty: 3717.790039
	Iteration 51Q: 3 clusters Score -1.161176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -11611752.000000 Penalty: 3717.790039
	Iteration 52Q: 3 clusters Score -1.161175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -11611757.000000 Penalty: 3717.790039
	Iteration 53Q: 3 clusters Score -1.161176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -11611755.000000 Penalty: 3717.790039
	Iteration 54Q: 3 clusters Score -1.161176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -11611747.000000 Penalty: 3717.790039
	Iteration 55Q: 3 clusters Score -1.161175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -11611748.000000 Penalty: 3717.790039
	Iteration 56Q: 3 clusters Score -1.161175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -11611752.000000 Penalty: 3717.790039
	Iteration 57Q: 3 clusters Score -1.161175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -11611745.000000 Penalty: 3717.790039
	Iteration 58Q: 3 clusters Score -1.161174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -11611740.000000 Penalty: 3717.790039
	Iteration 59Q: 3 clusters Score -1.161174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -11611737.000000 Penalty: 3717.790039
	Iteration 60F: 3 clusters Score -1.161174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -11611750.000000 Penalty: 3717.790039
	Iteration 61Q: 3 clusters Score -1.161175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -11611750.000000 Penalty: 3717.790039
	Iteration 62Q: 3 clusters Score -1.161175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -11611752.000000 Penalty: 3717.790039
	Iteration 63Q: 3 clusters Score -1.161175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -11611750.000000 Penalty: 3717.790039
	Iteration 64Q: 3 clusters Score -1.161175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -11611750.000000 Penalty: 3717.790039
	Iteration 65F: 3 clusters Score -1.161175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 31464 members 
Mstep: Class 3 contains 44037 members 
Mstep: Class 4 contains 96630 members 
Mstep: Class 5 contains 86977 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 48870 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 26279 members 
Mstep: Class 13 contains 52415 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 82933 members 
Mstep: Class 20 contains 68100 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7611 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 50312 members 
Mstep: Class 30 contains 3307 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10013 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95100 members 
Mstep: Class 37 contains 69967 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
Score: -102247768.000000 Penalty: 86459.953125
Splitting cluster 3 changes total score from -102247864.000000 to -102247768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (96630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Entering Unmasked Estep 
Score: -12117372.000000 Penalty: 1865.279663
	Iteration 0F: 2 clusters Score -1.211737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -12056065.000000 Penalty: 3730.559326
	Iteration 0F: 3 clusters Score -1.205606e+07 nChanged 46025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -12082955.000000 Penalty: 3730.559326
	Iteration 1F: 3 clusters Score -1.208296e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -12083602.000000 Penalty: 3730.559326
	Iteration 2Q: 3 clusters Score -1.20836e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -12084374.000000 Penalty: 3730.559326
	Iteration 3Q: 3 clusters Score -1.208437e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -12085540.000000 Penalty: 3730.559326
	Iteration 4Q: 3 clusters Score -1.208554e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -12087601.000000 Penalty: 3730.559326
	Iteration 5F: 3 clusters Score -1.20876e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -12090312.000000 Penalty: 3730.559326
	Iteration 6F: 3 clusters Score -1.209031e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -12093892.000000 Penalty: 3730.559326
	Iteration 7F: 3 clusters Score -1.209389e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -12097408.000000 Penalty: 3730.559326
	Iteration 8F: 3 clusters Score -1.209741e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -12100185.000000 Penalty: 3730.559326
	Iteration 9Q: 3 clusters Score -1.210018e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -12101349.000000 Penalty: 3730.559326
	Iteration 10Q: 3 clusters Score -1.210135e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -12101640.000000 Penalty: 3730.559326
	Iteration 11Q: 3 clusters Score -1.210164e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -12101628.000000 Penalty: 3730.559326
	Iteration 12Q: 3 clusters Score -1.210163e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -12101525.000000 Penalty: 3730.559326
	Iteration 13Q: 3 clusters Score -1.210152e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -12101393.000000 Penalty: 3730.559326
	Iteration 14Q: 3 clusters Score -1.210139e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -12101234.000000 Penalty: 3730.559326
	Iteration 15Q: 3 clusters Score -1.210123e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -12101107.000000 Penalty: 3730.559326
	Iteration 16Q: 3 clusters Score -1.210111e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -12101030.000000 Penalty: 3730.559326
	Iteration 17Q: 3 clusters Score -1.210103e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -12100923.000000 Penalty: 3730.559326
	Iteration 18Q: 3 clusters Score -1.210092e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -12100866.000000 Penalty: 3730.559326
	Iteration 19Q: 3 clusters Score -1.210087e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -12100811.000000 Penalty: 3730.559326
	Iteration 20F: 3 clusters Score -1.210081e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -12100774.000000 Penalty: 3730.559326
	Iteration 21Q: 3 clusters Score -1.210077e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -12100666.000000 Penalty: 3730.559326
	Iteration 22Q: 3 clusters Score -1.210067e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -12100631.000000 Penalty: 3730.559326
	Iteration 23Q: 3 clusters Score -1.210063e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -12100721.000000 Penalty: 3730.559326
	Iteration 24Q: 3 clusters Score -1.210072e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -12100809.000000 Penalty: 3730.559326
	Iteration 25Q: 3 clusters Score -1.210081e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -12101016.000000 Penalty: 3730.559326
	Iteration 26Q: 3 clusters Score -1.210102e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -12101282.000000 Penalty: 3730.559326
	Iteration 27Q: 3 clusters Score -1.210128e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -12101533.000000 Penalty: 3730.559326
	Iteration 28Q: 3 clusters Score -1.210153e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -12101604.000000 Penalty: 3730.559326
	Iteration 29Q: 3 clusters Score -1.21016e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -12101676.000000 Penalty: 3730.559326
	Iteration 30Q: 3 clusters Score -1.210168e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -12101779.000000 Penalty: 3730.559326
	Iteration 31Q: 3 clusters Score -1.210178e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -12101990.000000 Penalty: 3730.559326
	Iteration 32Q: 3 clusters Score -1.210199e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -12102421.000000 Penalty: 3730.559326
	Iteration 33Q: 3 clusters Score -1.210242e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -12102713.000000 Penalty: 3730.559326
	Iteration 34Q: 3 clusters Score -1.210271e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -12102993.000000 Penalty: 3730.559326
	Iteration 35Q: 3 clusters Score -1.210299e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -12103267.000000 Penalty: 3730.559326
	Iteration 36Q: 3 clusters Score -1.210327e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78751 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -12103539.000000 Penalty: 3730.559326
	Iteration 37Q: 3 clusters Score -1.210354e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -12103798.000000 Penalty: 3730.559326
	Iteration 38Q: 3 clusters Score -1.21038e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -12104526.000000 Penalty: 3730.559326
	Iteration 39Q: 3 clusters Score -1.210453e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -12107300.000000 Penalty: 3730.559326
	Iteration 40F: 3 clusters Score -1.21073e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -12111223.000000 Penalty: 3730.559326
	Iteration 41Q: 3 clusters Score -1.211122e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -12112964.000000 Penalty: 3730.559326
	Iteration 42Q: 3 clusters Score -1.211296e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91248 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -12113967.000000 Penalty: 3730.559326
	Iteration 43Q: 3 clusters Score -1.211397e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -12114620.000000 Penalty: 3730.559326
	Iteration 44Q: 3 clusters Score -1.211462e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -12115008.000000 Penalty: 3730.559326
	Iteration 45Q: 3 clusters Score -1.211501e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94620 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -12115241.000000 Penalty: 3730.559326
	Iteration 46Q: 3 clusters Score -1.211524e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95236 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12115448.000000 Penalty: 3730.559326
	Iteration 47Q: 3 clusters Score -1.211545e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12115605.000000 Penalty: 3730.559326
	Iteration 48Q: 3 clusters Score -1.21156e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12115707.000000 Penalty: 3730.559326
	Iteration 49Q: 3 clusters Score -1.211571e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12115781.000000 Penalty: 3730.559326
	Iteration 50Q: 3 clusters Score -1.211578e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12115808.000000 Penalty: 3730.559326
	Iteration 51Q: 3 clusters Score -1.211581e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12115836.000000 Penalty: 3730.559326
	Iteration 52Q: 3 clusters Score -1.211584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12115834.000000 Penalty: 3730.559326
	Iteration 53Q: 3 clusters Score -1.211583e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96301 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -12115860.000000 Penalty: 3730.559326
	Iteration 54Q: 3 clusters Score -1.211586e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12115888.000000 Penalty: 3730.559326
	Iteration 55Q: 3 clusters Score -1.211589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96329 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12115895.000000 Penalty: 3730.559326
	Iteration 56Q: 3 clusters Score -1.21159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12115907.000000 Penalty: 3730.559326
	Iteration 57Q: 3 clusters Score -1.211591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12115902.000000 Penalty: 3730.559326
	Iteration 58Q: 3 clusters Score -1.21159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12115901.000000 Penalty: 3730.559326
	Iteration 59Q: 3 clusters Score -1.21159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12115921.000000 Penalty: 3730.559326
	Iteration 60F: 3 clusters Score -1.211592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96352 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12115927.000000 Penalty: 3730.559326
	Iteration 61Q: 3 clusters Score -1.211593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12115922.000000 Penalty: 3730.559326
	Iteration 62Q: 3 clusters Score -1.211592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12115927.000000 Penalty: 3730.559326
	Iteration 63Q: 3 clusters Score -1.211593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12115937.000000 Penalty: 3730.559326
	Iteration 64Q: 3 clusters Score -1.211594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12115927.000000 Penalty: 3730.559326
	Iteration 65Q: 3 clusters Score -1.211593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12115933.000000 Penalty: 3730.559326
	Iteration 66Q: 3 clusters Score -1.211593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12115933.000000 Penalty: 3730.559326
	Iteration 67Q: 3 clusters Score -1.211593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12115933.000000 Penalty: 3730.559326
	Iteration 68F: 3 clusters Score -1.211593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Entering Unmasked Estep 
Score: -10846651.000000 Penalty: 1848.177246
	Iteration 0F: 2 clusters Score -1.084665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -10791109.000000 Penalty: 3696.354492
	Iteration 0F: 3 clusters Score -1.079111e+07 nChanged 41550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -10814998.000000 Penalty: 3696.354492
	Iteration 1F: 3 clusters Score -1.0815e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -10815834.000000 Penalty: 3696.354492
	Iteration 2Q: 3 clusters Score -1.081583e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -10816912.000000 Penalty: 3696.354492
	Iteration 3Q: 3 clusters Score -1.081691e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -10818541.000000 Penalty: 3696.354492
	Iteration 4Q: 3 clusters Score -1.081854e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -10821231.000000 Penalty: 3696.354492
	Iteration 5F: 3 clusters Score -1.082123e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -10825460.000000 Penalty: 3696.354492
	Iteration 6F: 3 clusters Score -1.082546e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -10830725.000000 Penalty: 3696.354492
	Iteration 7F: 3 clusters Score -1.083072e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -10835740.000000 Penalty: 3696.354492
	Iteration 8F: 3 clusters Score -1.083574e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -10839301.000000 Penalty: 3696.354492
	Iteration 9Q: 3 clusters Score -1.08393e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -10841389.000000 Penalty: 3696.354492
	Iteration 10Q: 3 clusters Score -1.084139e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 76815 members 
Entering Unmasked Estep 
Score: -10842804.000000 Penalty: 3696.354492
	Iteration 11Q: 3 clusters Score -1.08428e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -10843704.000000 Penalty: 3696.354492
	Iteration 12Q: 3 clusters Score -1.08437e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -10844324.000000 Penalty: 3696.354492
	Iteration 13Q: 3 clusters Score -1.084432e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 80231 members 
Entering Unmasked Estep 
Score: -10844791.000000 Penalty: 3696.354492
	Iteration 14Q: 3 clusters Score -1.084479e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -10845120.000000 Penalty: 3696.354492
	Iteration 15Q: 3 clusters Score -1.084512e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 81772 members 
Entering Unmasked Estep 
Score: -10845425.000000 Penalty: 3696.354492
	Iteration 16Q: 3 clusters Score -1.084542e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -10845561.000000 Penalty: 3696.354492
	Iteration 17Q: 3 clusters Score -1.084556e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -10845624.000000 Penalty: 3696.354492
	Iteration 18Q: 3 clusters Score -1.084562e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -10845679.000000 Penalty: 3696.354492
	Iteration 19Q: 3 clusters Score -1.084568e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -10845706.000000 Penalty: 3696.354492
	Iteration 20F: 3 clusters Score -1.084571e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -10845707.000000 Penalty: 3696.354492
	Iteration 21Q: 3 clusters Score -1.084571e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -10845731.000000 Penalty: 3696.354492
	Iteration 22Q: 3 clusters Score -1.084573e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -10845723.000000 Penalty: 3696.354492
	Iteration 23Q: 3 clusters Score -1.084572e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 84519 members 
Entering Unmasked Estep 
Score: -10845714.000000 Penalty: 3696.354492
	Iteration 24Q: 3 clusters Score -1.084571e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -10845690.000000 Penalty: 3696.354492
	Iteration 25Q: 3 clusters Score -1.084569e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -10845660.000000 Penalty: 3696.354492
	Iteration 26Q: 3 clusters Score -1.084566e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -10845628.000000 Penalty: 3696.354492
	Iteration 27Q: 3 clusters Score -1.084563e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 85110 members 
Entering Unmasked Estep 
Score: -10845635.000000 Penalty: 3696.354492
	Iteration 28Q: 3 clusters Score -1.084564e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 85216 members 
Entering Unmasked Estep 
Score: -10845602.000000 Penalty: 3696.354492
	Iteration 29Q: 3 clusters Score -1.08456e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 85313 members 
Entering Unmasked Estep 
Score: -10845571.000000 Penalty: 3696.354492
	Iteration 30Q: 3 clusters Score -1.084557e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -10845579.000000 Penalty: 3696.354492
	Iteration 31Q: 3 clusters Score -1.084558e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -10845575.000000 Penalty: 3696.354492
	Iteration 32Q: 3 clusters Score -1.084558e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
Score: -10845583.000000 Penalty: 3696.354492
	Iteration 33Q: 3 clusters Score -1.084558e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -10845574.000000 Penalty: 3696.354492
	Iteration 34Q: 3 clusters Score -1.084557e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 85631 members 
Entering Unmasked Estep 
Score: -10845591.000000 Penalty: 3696.354492
	Iteration 35Q: 3 clusters Score -1.084559e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -10845595.000000 Penalty: 3696.354492
	Iteration 36Q: 3 clusters Score -1.08456e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -10845584.000000 Penalty: 3696.354492
	Iteration 37Q: 3 clusters Score -1.084558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -10845607.000000 Penalty: 3696.354492
	Iteration 38Q: 3 clusters Score -1.084561e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -10845609.000000 Penalty: 3696.354492
	Iteration 39Q: 3 clusters Score -1.084561e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -10845610.000000 Penalty: 3696.354492
	Iteration 40F: 3 clusters Score -1.084561e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -10845605.000000 Penalty: 3696.354492
	Iteration 41Q: 3 clusters Score -1.08456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -10845592.000000 Penalty: 3696.354492
	Iteration 42Q: 3 clusters Score -1.084559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -10845604.000000 Penalty: 3696.354492
	Iteration 43Q: 3 clusters Score -1.08456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 85831 members 
Entering Unmasked Estep 
Score: -10845603.000000 Penalty: 3696.354492
	Iteration 44Q: 3 clusters Score -1.08456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -10845596.000000 Penalty: 3696.354492
	Iteration 45Q: 3 clusters Score -1.08456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 85848 members 
Entering Unmasked Estep 
Score: -10845587.000000 Penalty: 3696.354492
	Iteration 46Q: 3 clusters Score -1.084559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -10845598.000000 Penalty: 3696.354492
	Iteration 47Q: 3 clusters Score -1.08456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 85861 members 
Entering Unmasked Estep 
Score: -10845601.000000 Penalty: 3696.354492
	Iteration 48Q: 3 clusters Score -1.08456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -10845590.000000 Penalty: 3696.354492
	Iteration 49Q: 3 clusters Score -1.084559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -10845591.000000 Penalty: 3696.354492
	Iteration 50Q: 3 clusters Score -1.084559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -10845596.000000 Penalty: 3696.354492
	Iteration 51Q: 3 clusters Score -1.08456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -10845588.000000 Penalty: 3696.354492
	Iteration 52Q: 3 clusters Score -1.084559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -10845586.000000 Penalty: 3696.354492
	Iteration 53Q: 3 clusters Score -1.084559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -10845579.000000 Penalty: 3696.354492
	Iteration 54Q: 3 clusters Score -1.084558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 85882 members 
Entering Unmasked Estep 
Score: -10845588.000000 Penalty: 3696.354492
	Iteration 55Q: 3 clusters Score -1.084559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -10845584.000000 Penalty: 3696.354492
	Iteration 56Q: 3 clusters Score -1.084558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -10845584.000000 Penalty: 3696.354492
	Iteration 57F: 3 clusters Score -1.084558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -402402.812500 Penalty: 1326.130615
	Iteration 0F: 2 clusters Score -402402.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -399412.937500 Penalty: 2652.261230
	Iteration 0F: 3 clusters Score -399412.9 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -400200.343750 Penalty: 2652.261230
	Iteration 1F: 3 clusters Score -400200.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -400473.687500 Penalty: 2652.261230
	Iteration 2F: 3 clusters Score -400473.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -400786.593750 Penalty: 2652.261230
	Iteration 3F: 3 clusters Score -400786.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -401166.593750 Penalty: 2652.261230
	Iteration 4F: 3 clusters Score -401166.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -401577.937500 Penalty: 2652.261230
	Iteration 5F: 3 clusters Score -401577.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -401847.687500 Penalty: 2652.261230
	Iteration 6F: 3 clusters Score -401847.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -401997.437500 Penalty: 2652.261230
	Iteration 7Q: 3 clusters Score -401997.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -402065.562500 Penalty: 2652.261230
	Iteration 8Q: 3 clusters Score -402065.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -402107.562500 Penalty: 2652.261230
	Iteration 9Q: 3 clusters Score -402107.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -402123.906250 Penalty: 2652.261230
	Iteration 10Q: 3 clusters Score -402123.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -402129.656250 Penalty: 2652.261230
	Iteration 11Q: 3 clusters Score -402129.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -402132.531250 Penalty: 2652.261230
	Iteration 12Q: 3 clusters Score -402132.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -402135.437500 Penalty: 2652.261230
	Iteration 13Q: 3 clusters Score -402135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -402135.562500 Penalty: 2652.261230
	Iteration 14Q: 3 clusters Score -402135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -402136.781250 Penalty: 2652.261230
	Iteration 15Q: 3 clusters Score -402136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -402138.000000 Penalty: 2652.261230
	Iteration 16Q: 3 clusters Score -402138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -402137.843750 Penalty: 2652.261230
	Iteration 17Q: 3 clusters Score -402137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -402138.343750 Penalty: 2652.261230
	Iteration 18Q: 3 clusters Score -402138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -402138.562500 Penalty: 2652.261230
	Iteration 19Q: 3 clusters Score -402138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -402138.781250 Penalty: 2652.261230
	Iteration 20F: 3 clusters Score -402138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -43877.695312 Penalty: 979.986389
	Iteration 0F: 2 clusters Score -43877.7 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 216 members 
Entering Unmasked Estep 
Score: -42869.867188 Penalty: 1959.972778
	Iteration 0F: 3 clusters Score -42869.87 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43066.062500 Penalty: 1959.972778
	Iteration 1F: 3 clusters Score -43066.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43173.593750 Penalty: 1959.972778
	Iteration 2F: 3 clusters Score -43173.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43246.921875 Penalty: 1959.972778
	Iteration 3F: 3 clusters Score -43246.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43307.480469 Penalty: 1959.972778
	Iteration 4Q: 3 clusters Score -43307.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43365.062500 Penalty: 1959.972778
	Iteration 5Q: 3 clusters Score -43365.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43409.585938 Penalty: 1959.972778
	Iteration 6Q: 3 clusters Score -43409.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43447.324219 Penalty: 1959.972778
	Iteration 7Q: 3 clusters Score -43447.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43490.253906 Penalty: 1959.972778
	Iteration 8Q: 3 clusters Score -43490.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43549.738281 Penalty: 1959.972778
	Iteration 9Q: 3 clusters Score -43549.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43604.250000 Penalty: 1959.972778
	Iteration 10Q: 3 clusters Score -43604.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43624.601562 Penalty: 1959.972778
	Iteration 11Q: 3 clusters Score -43624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43640.281250 Penalty: 1959.972778
	Iteration 12Q: 3 clusters Score -43640.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43642.234375 Penalty: 1959.972778
	Iteration 13Q: 3 clusters Score -43642.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43642.234375 Penalty: 1959.972778
	Iteration 14F: 3 clusters Score -43642.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Entering Unmasked Estep 
Score: -1328965.500000 Penalty: 1510.892822
	Iteration 0F: 2 clusters Score -1328966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1321213.500000 Penalty: 3021.785645
	Iteration 0F: 3 clusters Score -1321214 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1323827.500000 Penalty: 3021.785645
	Iteration 1F: 3 clusters Score -1323828 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1324126.625000 Penalty: 3021.785645
	Iteration 2F: 3 clusters Score -1324127 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1324444.125000 Penalty: 3021.785645
	Iteration 3F: 3 clusters Score -1324444 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1324837.500000 Penalty: 3021.785645
	Iteration 4F: 3 clusters Score -1324838 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1325294.500000 Penalty: 3021.785645
	Iteration 5F: 3 clusters Score -1325294 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1325825.250000 Penalty: 3021.785645
	Iteration 6F: 3 clusters Score -1325825 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1326329.625000 Penalty: 3021.785645
	Iteration 7F: 3 clusters Score -1326330 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1326804.500000 Penalty: 3021.785645
	Iteration 8Q: 3 clusters Score -1326804 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1327115.500000 Penalty: 3021.785645
	Iteration 9Q: 3 clusters Score -1327116 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1327328.500000 Penalty: 3021.785645
	Iteration 10Q: 3 clusters Score -1327328 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1327467.625000 Penalty: 3021.785645
	Iteration 11Q: 3 clusters Score -1327468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1327537.625000 Penalty: 3021.785645
	Iteration 12Q: 3 clusters Score -1327538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1327581.750000 Penalty: 3021.785645
	Iteration 13Q: 3 clusters Score -1327582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1327610.000000 Penalty: 3021.785645
	Iteration 14Q: 3 clusters Score -1327610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1327622.375000 Penalty: 3021.785645
	Iteration 15Q: 3 clusters Score -1327622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1327634.500000 Penalty: 3021.785645
	Iteration 16Q: 3 clusters Score -1327634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1327643.375000 Penalty: 3021.785645
	Iteration 17Q: 3 clusters Score -1327643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1327651.625000 Penalty: 3021.785645
	Iteration 18Q: 3 clusters Score -1327652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1327661.000000 Penalty: 3021.785645
	Iteration 19Q: 3 clusters Score -1327661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1327664.750000 Penalty: 3021.785645
	Iteration 20F: 3 clusters Score -1327665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1327668.125000 Penalty: 3021.785645
	Iteration 21Q: 3 clusters Score -1327668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1327670.750000 Penalty: 3021.785645
	Iteration 22Q: 3 clusters Score -1327671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1327670.750000 Penalty: 3021.785645
	Iteration 23F: 3 clusters Score -1327671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -69364.875000 Penalty: 1056.946777
	Iteration 0F: 2 clusters Score -69364.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68209.750000 Penalty: 2113.893555
	Iteration 0F: 3 clusters Score -68209.75 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68473.781250 Penalty: 2113.893555
	Iteration 1F: 3 clusters Score -68473.78 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68593.601562 Penalty: 2113.893555
	Iteration 2F: 3 clusters Score -68593.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68640.195312 Penalty: 2113.893555
	Iteration 3F: 3 clusters Score -68640.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68656.929688 Penalty: 2113.893555
	Iteration 4Q: 3 clusters Score -68656.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68664.781250 Penalty: 2113.893555
	Iteration 5Q: 3 clusters Score -68664.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68677.734375 Penalty: 2113.893555
	Iteration 6Q: 3 clusters Score -68677.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68679.101562 Penalty: 2113.893555
	Iteration 7Q: 3 clusters Score -68679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68680.468750 Penalty: 2113.893555
	Iteration 8Q: 3 clusters Score -68680.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68680.468750 Penalty: 2113.893555
	Iteration 9F: 3 clusters Score -68680.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -259720.281250 Penalty: 1251.150757
	Iteration 0F: 2 clusters Score -259720.3 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 1126 members 
Entering Unmasked Estep 
Score: -257508.375000 Penalty: 2502.301514
	Iteration 0F: 3 clusters Score -257508.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -258056.390625 Penalty: 2502.301514
	Iteration 1F: 3 clusters Score -258056.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -258191.859375 Penalty: 2502.301514
	Iteration 2F: 3 clusters Score -258191.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -258264.031250 Penalty: 2502.301514
	Iteration 3F: 3 clusters Score -258264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -258312.437500 Penalty: 2502.301514
	Iteration 4Q: 3 clusters Score -258312.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -258352.296875 Penalty: 2502.301514
	Iteration 5Q: 3 clusters Score -258352.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -258394.046875 Penalty: 2502.301514
	Iteration 6Q: 3 clusters Score -258394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -258440.906250 Penalty: 2502.301514
	Iteration 7Q: 3 clusters Score -258440.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -258483.656250 Penalty: 2502.301514
	Iteration 8Q: 3 clusters Score -258483.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -258513.546875 Penalty: 2502.301514
	Iteration 9Q: 3 clusters Score -258513.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -258537.406250 Penalty: 2502.301514
	Iteration 10Q: 3 clusters Score -258537.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -258551.093750 Penalty: 2502.301514
	Iteration 11Q: 3 clusters Score -258551.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -258565.953125 Penalty: 2502.301514
	Iteration 12Q: 3 clusters Score -258566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -258579.421875 Penalty: 2502.301514
	Iteration 13Q: 3 clusters Score -258579.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -258590.734375 Penalty: 2502.301514
	Iteration 14Q: 3 clusters Score -258590.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -258603.359375 Penalty: 2502.301514
	Iteration 15Q: 3 clusters Score -258603.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -258618.390625 Penalty: 2502.301514
	Iteration 16Q: 3 clusters Score -258618.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -258628.671875 Penalty: 2502.301514
	Iteration 17Q: 3 clusters Score -258628.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -258637.109375 Penalty: 2502.301514
	Iteration 18Q: 3 clusters Score -258637.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -258649.593750 Penalty: 2502.301514
	Iteration 19Q: 3 clusters Score -258649.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -258667.453125 Penalty: 2502.301514
	Iteration 20F: 3 clusters Score -258667.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -258679.890625 Penalty: 2502.301514
	Iteration 21Q: 3 clusters Score -258679.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -258697.218750 Penalty: 2502.301514
	Iteration 22Q: 3 clusters Score -258697.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -258718.890625 Penalty: 2502.301514
	Iteration 23Q: 3 clusters Score -258718.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -258737.609375 Penalty: 2502.301514
	Iteration 24Q: 3 clusters Score -258737.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -258754.265625 Penalty: 2502.301514
	Iteration 25Q: 3 clusters Score -258754.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -258767.296875 Penalty: 2502.301514
	Iteration 26Q: 3 clusters Score -258767.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -258780.078125 Penalty: 2502.301514
	Iteration 27Q: 3 clusters Score -258780.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -258789.921875 Penalty: 2502.301514
	Iteration 28Q: 3 clusters Score -258789.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -258800.312500 Penalty: 2502.301514
	Iteration 29Q: 3 clusters Score -258800.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -258811.390625 Penalty: 2502.301514
	Iteration 30Q: 3 clusters Score -258811.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -258818.421875 Penalty: 2502.301514
	Iteration 31Q: 3 clusters Score -258818.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -258825.187500 Penalty: 2502.301514
	Iteration 32Q: 3 clusters Score -258825.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -258832.046875 Penalty: 2502.301514
	Iteration 33Q: 3 clusters Score -258832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -258840.171875 Penalty: 2502.301514
	Iteration 34Q: 3 clusters Score -258840.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -258846.890625 Penalty: 2502.301514
	Iteration 35Q: 3 clusters Score -258846.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -258859.156250 Penalty: 2502.301514
	Iteration 36Q: 3 clusters Score -258859.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -258870.687500 Penalty: 2502.301514
	Iteration 37Q: 3 clusters Score -258870.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -258882.593750 Penalty: 2502.301514
	Iteration 38Q: 3 clusters Score -258882.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -258895.046875 Penalty: 2502.301514
	Iteration 39Q: 3 clusters Score -258895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -258904.671875 Penalty: 2502.301514
	Iteration 40F: 3 clusters Score -258904.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -258915.343750 Penalty: 2502.301514
	Iteration 41Q: 3 clusters Score -258915.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -258929.187500 Penalty: 2502.301514
	Iteration 42Q: 3 clusters Score -258929.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -258935.968750 Penalty: 2502.301514
	Iteration 43Q: 3 clusters Score -258936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -258940.890625 Penalty: 2502.301514
	Iteration 44Q: 3 clusters Score -258940.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -258947.156250 Penalty: 2502.301514
	Iteration 45Q: 3 clusters Score -258947.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -258958.562500 Penalty: 2502.301514
	Iteration 46Q: 3 clusters Score -258958.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -258971.703125 Penalty: 2502.301514
	Iteration 47Q: 3 clusters Score -258971.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -258980.546875 Penalty: 2502.301514
	Iteration 48Q: 3 clusters Score -258980.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -258987.000000 Penalty: 2502.301514
	Iteration 49Q: 3 clusters Score -258987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -258994.031250 Penalty: 2502.301514
	Iteration 50Q: 3 clusters Score -258994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -259006.125000 Penalty: 2502.301514
	Iteration 51Q: 3 clusters Score -259006.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -259016.453125 Penalty: 2502.301514
	Iteration 52Q: 3 clusters Score -259016.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -259027.515625 Penalty: 2502.301514
	Iteration 53Q: 3 clusters Score -259027.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -259040.593750 Penalty: 2502.301514
	Iteration 54Q: 3 clusters Score -259040.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -259053.359375 Penalty: 2502.301514
	Iteration 55Q: 3 clusters Score -259053.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -259061.828125 Penalty: 2502.301514
	Iteration 56Q: 3 clusters Score -259061.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -259066.281250 Penalty: 2502.301514
	Iteration 57Q: 3 clusters Score -259066.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -259069.515625 Penalty: 2502.301514
	Iteration 58Q: 3 clusters Score -259069.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -259071.593750 Penalty: 2502.301514
	Iteration 59Q: 3 clusters Score -259071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -259074.859375 Penalty: 2502.301514
	Iteration 60F: 3 clusters Score -259074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -259076.812500 Penalty: 2502.301514
	Iteration 61Q: 3 clusters Score -259076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -259077.859375 Penalty: 2502.301514
	Iteration 62Q: 3 clusters Score -259077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -259078.203125 Penalty: 2502.301514
	Iteration 63Q: 3 clusters Score -259078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -259079.500000 Penalty: 2502.301514
	Iteration 64Q: 3 clusters Score -259079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -259080.156250 Penalty: 2502.301514
	Iteration 65Q: 3 clusters Score -259080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -259081.296875 Penalty: 2502.301514
	Iteration 66Q: 3 clusters Score -259081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -259082.156250 Penalty: 2502.301514
	Iteration 67Q: 3 clusters Score -259082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -259081.953125 Penalty: 2502.301514
	Iteration 68Q: 3 clusters Score -259082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -259081.953125 Penalty: 2502.301514
	Iteration 69F: 3 clusters Score -259082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Entering Unmasked Estep 
Score: -3256697.250000 Penalty: 1653.685303
	Iteration 0F: 2 clusters Score -3256697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3238901.750000 Penalty: 3307.370605
	Iteration 0F: 3 clusters Score -3238902 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3245490.000000 Penalty: 3307.370605
	Iteration 1F: 3 clusters Score -3245490 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3245847.750000 Penalty: 3307.370605
	Iteration 2Q: 3 clusters Score -3245848 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3246272.500000 Penalty: 3307.370605
	Iteration 3Q: 3 clusters Score -3246272 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3246691.000000 Penalty: 3307.370605
	Iteration 4Q: 3 clusters Score -3246691 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -3247233.500000 Penalty: 3307.370605
	Iteration 5Q: 3 clusters Score -3247234 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -3247944.750000 Penalty: 3307.370605
	Iteration 6F: 3 clusters Score -3247945 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -3248890.500000 Penalty: 3307.370605
	Iteration 7F: 3 clusters Score -3248890 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3250092.750000 Penalty: 3307.370605
	Iteration 8F: 3 clusters Score -3250093 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3251322.250000 Penalty: 3307.370605
	Iteration 9F: 3 clusters Score -3251322 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3252375.500000 Penalty: 3307.370605
	Iteration 10F: 3 clusters Score -3252376 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3253152.750000 Penalty: 3307.370605
	Iteration 11Q: 3 clusters Score -3253153 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3253619.750000 Penalty: 3307.370605
	Iteration 12Q: 3 clusters Score -3253620 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3253839.000000 Penalty: 3307.370605
	Iteration 13Q: 3 clusters Score -3253839 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3253947.500000 Penalty: 3307.370605
	Iteration 14Q: 3 clusters Score -3253948 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3253997.250000 Penalty: 3307.370605
	Iteration 15Q: 3 clusters Score -3253997 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3254067.500000 Penalty: 3307.370605
	Iteration 16Q: 3 clusters Score -3254068 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3254096.000000 Penalty: 3307.370605
	Iteration 17Q: 3 clusters Score -3254096 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3254138.750000 Penalty: 3307.370605
	Iteration 18Q: 3 clusters Score -3254139 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3254179.000000 Penalty: 3307.370605
	Iteration 19Q: 3 clusters Score -3254179 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3254224.750000 Penalty: 3307.370605
	Iteration 20F: 3 clusters Score -3254225 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3254270.250000 Penalty: 3307.370605
	Iteration 21Q: 3 clusters Score -3254270 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3254320.750000 Penalty: 3307.370605
	Iteration 22Q: 3 clusters Score -3254321 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3254372.750000 Penalty: 3307.370605
	Iteration 23Q: 3 clusters Score -3254373 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3254418.500000 Penalty: 3307.370605
	Iteration 24Q: 3 clusters Score -3254418 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3254467.000000 Penalty: 3307.370605
	Iteration 25Q: 3 clusters Score -3254467 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3254536.250000 Penalty: 3307.370605
	Iteration 26Q: 3 clusters Score -3254536 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3254585.250000 Penalty: 3307.370605
	Iteration 27Q: 3 clusters Score -3254585 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3254657.500000 Penalty: 3307.370605
	Iteration 28Q: 3 clusters Score -3254658 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3254742.250000 Penalty: 3307.370605
	Iteration 29Q: 3 clusters Score -3254742 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3254825.500000 Penalty: 3307.370605
	Iteration 30Q: 3 clusters Score -3254826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3254902.000000 Penalty: 3307.370605
	Iteration 31Q: 3 clusters Score -3254902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3254944.750000 Penalty: 3307.370605
	Iteration 32Q: 3 clusters Score -3254945 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3254990.250000 Penalty: 3307.370605
	Iteration 33Q: 3 clusters Score -3254990 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3255032.000000 Penalty: 3307.370605
	Iteration 34Q: 3 clusters Score -3255032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3255082.500000 Penalty: 3307.370605
	Iteration 35Q: 3 clusters Score -3255082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3255118.750000 Penalty: 3307.370605
	Iteration 36Q: 3 clusters Score -3255119 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3255149.250000 Penalty: 3307.370605
	Iteration 37Q: 3 clusters Score -3255149 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3255198.750000 Penalty: 3307.370605
	Iteration 38Q: 3 clusters Score -3255199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3255220.500000 Penalty: 3307.370605
	Iteration 39Q: 3 clusters Score -3255220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3255237.750000 Penalty: 3307.370605
	Iteration 40F: 3 clusters Score -3255238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3255265.000000 Penalty: 3307.370605
	Iteration 41Q: 3 clusters Score -3255265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3255280.250000 Penalty: 3307.370605
	Iteration 42Q: 3 clusters Score -3255280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3255300.000000 Penalty: 3307.370605
	Iteration 43Q: 3 clusters Score -3255300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3255312.750000 Penalty: 3307.370605
	Iteration 44Q: 3 clusters Score -3255313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3255326.250000 Penalty: 3307.370605
	Iteration 45Q: 3 clusters Score -3255326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3255338.000000 Penalty: 3307.370605
	Iteration 46Q: 3 clusters Score -3255338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3255340.000000 Penalty: 3307.370605
	Iteration 47Q: 3 clusters Score -3255340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3255340.750000 Penalty: 3307.370605
	Iteration 48Q: 3 clusters Score -3255341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3255346.250000 Penalty: 3307.370605
	Iteration 49Q: 3 clusters Score -3255346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3255350.250000 Penalty: 3307.370605
	Iteration 50Q: 3 clusters Score -3255350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3255356.750000 Penalty: 3307.370605
	Iteration 51Q: 3 clusters Score -3255357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3255362.000000 Penalty: 3307.370605
	Iteration 52Q: 3 clusters Score -3255362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3255368.250000 Penalty: 3307.370605
	Iteration 53Q: 3 clusters Score -3255368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3255374.500000 Penalty: 3307.370605
	Iteration 54Q: 3 clusters Score -3255374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3255374.250000 Penalty: 3307.370605
	Iteration 55Q: 3 clusters Score -3255374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3255374.500000 Penalty: 3307.370605
	Iteration 56Q: 3 clusters Score -3255374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3255378.250000 Penalty: 3307.370605
	Iteration 57Q: 3 clusters Score -3255378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3255377.000000 Penalty: 3307.370605
	Iteration 58Q: 3 clusters Score -3255377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3255379.750000 Penalty: 3307.370605
	Iteration 59Q: 3 clusters Score -3255380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3255381.250000 Penalty: 3307.370605
	Iteration 60F: 3 clusters Score -3255381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3255380.000000 Penalty: 3307.370605
	Iteration 61Q: 3 clusters Score -3255380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3255374.000000 Penalty: 3307.370605
	Iteration 62Q: 3 clusters Score -3255374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3255378.750000 Penalty: 3307.370605
	Iteration 63Q: 3 clusters Score -3255379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3255384.500000 Penalty: 3307.370605
	Iteration 64Q: 3 clusters Score -3255384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3255383.000000 Penalty: 3307.370605
	Iteration 65Q: 3 clusters Score -3255383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3255387.500000 Penalty: 3307.370605
	Iteration 66Q: 3 clusters Score -3255388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3255387.750000 Penalty: 3307.370605
	Iteration 67Q: 3 clusters Score -3255388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3255390.250000 Penalty: 3307.370605
	Iteration 68Q: 3 clusters Score -3255390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3255392.500000 Penalty: 3307.370605
	Iteration 69Q: 3 clusters Score -3255392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3255390.000000 Penalty: 3307.370605
	Iteration 70Q: 3 clusters Score -3255390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3255392.250000 Penalty: 3307.370605
	Iteration 71Q: 3 clusters Score -3255392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3255394.250000 Penalty: 3307.370605
	Iteration 72Q: 3 clusters Score -3255394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3255394.250000 Penalty: 3307.370605
	Iteration 73F: 3 clusters Score -3255394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Entering Unmasked Estep 
Score: -6651462.500000 Penalty: 1765.879028
	Iteration 0F: 2 clusters Score -6651462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -6617237.000000 Penalty: 3531.758057
	Iteration 0F: 3 clusters Score -6617237 nChanged 24683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -6631214.500000 Penalty: 3531.758057
	Iteration 1F: 3 clusters Score -6631214 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -6631784.500000 Penalty: 3531.758057
	Iteration 2Q: 3 clusters Score -6631784 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -6632605.500000 Penalty: 3531.758057
	Iteration 3Q: 3 clusters Score -6632606 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -6633972.000000 Penalty: 3531.758057
	Iteration 4F: 3 clusters Score -6633972 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -6636262.500000 Penalty: 3531.758057
	Iteration 5F: 3 clusters Score -6636262 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -6639864.500000 Penalty: 3531.758057
	Iteration 6F: 3 clusters Score -6639864 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -6643999.000000 Penalty: 3531.758057
	Iteration 7F: 3 clusters Score -6643999 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -6647244.000000 Penalty: 3531.758057
	Iteration 8F: 3 clusters Score -6647244 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6648927.000000 Penalty: 3531.758057
	Iteration 9Q: 3 clusters Score -6648927 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6649626.000000 Penalty: 3531.758057
	Iteration 10Q: 3 clusters Score -6649626 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6649893.000000 Penalty: 3531.758057
	Iteration 11Q: 3 clusters Score -6649893 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6650026.000000 Penalty: 3531.758057
	Iteration 12Q: 3 clusters Score -6650026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6650086.000000 Penalty: 3531.758057
	Iteration 13Q: 3 clusters Score -6650086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6650126.500000 Penalty: 3531.758057
	Iteration 14Q: 3 clusters Score -6650126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6650141.500000 Penalty: 3531.758057
	Iteration 15Q: 3 clusters Score -6650142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6650143.500000 Penalty: 3531.758057
	Iteration 16Q: 3 clusters Score -6650144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6650150.000000 Penalty: 3531.758057
	Iteration 17Q: 3 clusters Score -6650150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6650147.500000 Penalty: 3531.758057
	Iteration 18Q: 3 clusters Score -6650148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6650160.500000 Penalty: 3531.758057
	Iteration 19Q: 3 clusters Score -6650160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6650160.000000 Penalty: 3531.758057
	Iteration 20F: 3 clusters Score -6650160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6650167.500000 Penalty: 3531.758057
	Iteration 21Q: 3 clusters Score -6650168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6650168.500000 Penalty: 3531.758057
	Iteration 22Q: 3 clusters Score -6650168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6650171.000000 Penalty: 3531.758057
	Iteration 23Q: 3 clusters Score -6650171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6650169.500000 Penalty: 3531.758057
	Iteration 24Q: 3 clusters Score -6650170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6650169.000000 Penalty: 3531.758057
	Iteration 25Q: 3 clusters Score -6650169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6650172.000000 Penalty: 3531.758057
	Iteration 26Q: 3 clusters Score -6650172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6650175.000000 Penalty: 3531.758057
	Iteration 27Q: 3 clusters Score -6650175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6650170.500000 Penalty: 3531.758057
	Iteration 28Q: 3 clusters Score -6650170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6650180.000000 Penalty: 3531.758057
	Iteration 29Q: 3 clusters Score -6650180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6650180.000000 Penalty: 3531.758057
	Iteration 30Q: 3 clusters Score -6650180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6650181.500000 Penalty: 3531.758057
	Iteration 31Q: 3 clusters Score -6650182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6650187.500000 Penalty: 3531.758057
	Iteration 32Q: 3 clusters Score -6650188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6650185.500000 Penalty: 3531.758057
	Iteration 33Q: 3 clusters Score -6650186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6650193.000000 Penalty: 3531.758057
	Iteration 34Q: 3 clusters Score -6650193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6650193.000000 Penalty: 3531.758057
	Iteration 35F: 3 clusters Score -6650193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Entering Unmasked Estep 
Score: -568371.000000 Penalty: 1373.608276
	Iteration 0F: 2 clusters Score -568371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -564573.000000 Penalty: 2747.216553
	Iteration 0F: 3 clusters Score -564573 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -565601.375000 Penalty: 2747.216553
	Iteration 1F: 3 clusters Score -565601.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -565760.000000 Penalty: 2747.216553
	Iteration 2F: 3 clusters Score -565760 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -565869.125000 Penalty: 2747.216553
	Iteration 3F: 3 clusters Score -565869.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -565944.562500 Penalty: 2747.216553
	Iteration 4Q: 3 clusters Score -565944.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -565999.812500 Penalty: 2747.216553
	Iteration 5Q: 3 clusters Score -565999.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -566040.500000 Penalty: 2747.216553
	Iteration 6Q: 3 clusters Score -566040.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -566058.937500 Penalty: 2747.216553
	Iteration 7Q: 3 clusters Score -566058.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -566076.500000 Penalty: 2747.216553
	Iteration 8Q: 3 clusters Score -566076.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -566097.125000 Penalty: 2747.216553
	Iteration 9Q: 3 clusters Score -566097.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -566115.000000 Penalty: 2747.216553
	Iteration 10Q: 3 clusters Score -566115 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -566131.187500 Penalty: 2747.216553
	Iteration 11Q: 3 clusters Score -566131.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -566147.250000 Penalty: 2747.216553
	Iteration 12Q: 3 clusters Score -566147.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -566166.937500 Penalty: 2747.216553
	Iteration 13Q: 3 clusters Score -566166.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -566193.437500 Penalty: 2747.216553
	Iteration 14Q: 3 clusters Score -566193.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -566231.625000 Penalty: 2747.216553
	Iteration 15Q: 3 clusters Score -566231.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -566266.625000 Penalty: 2747.216553
	Iteration 16Q: 3 clusters Score -566266.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -566303.687500 Penalty: 2747.216553
	Iteration 17Q: 3 clusters Score -566303.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -566337.062500 Penalty: 2747.216553
	Iteration 18Q: 3 clusters Score -566337.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -566371.500000 Penalty: 2747.216553
	Iteration 19Q: 3 clusters Score -566371.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -566418.625000 Penalty: 2747.216553
	Iteration 20F: 3 clusters Score -566418.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -566465.750000 Penalty: 2747.216553
	Iteration 21Q: 3 clusters Score -566465.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -566509.375000 Penalty: 2747.216553
	Iteration 22Q: 3 clusters Score -566509.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -566571.625000 Penalty: 2747.216553
	Iteration 23Q: 3 clusters Score -566571.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -566636.812500 Penalty: 2747.216553
	Iteration 24Q: 3 clusters Score -566636.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -566702.500000 Penalty: 2747.216553
	Iteration 25Q: 3 clusters Score -566702.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -566754.250000 Penalty: 2747.216553
	Iteration 26Q: 3 clusters Score -566754.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -566790.687500 Penalty: 2747.216553
	Iteration 27Q: 3 clusters Score -566790.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -566821.187500 Penalty: 2747.216553
	Iteration 28Q: 3 clusters Score -566821.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -566848.875000 Penalty: 2747.216553
	Iteration 29Q: 3 clusters Score -566848.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -566873.000000 Penalty: 2747.216553
	Iteration 30Q: 3 clusters Score -566873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -566895.875000 Penalty: 2747.216553
	Iteration 31Q: 3 clusters Score -566895.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -566922.625000 Penalty: 2747.216553
	Iteration 32Q: 3 clusters Score -566922.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -566950.687500 Penalty: 2747.216553
	Iteration 33Q: 3 clusters Score -566950.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -566978.312500 Penalty: 2747.216553
	Iteration 34Q: 3 clusters Score -566978.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -567009.937500 Penalty: 2747.216553
	Iteration 35Q: 3 clusters Score -567009.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -567041.312500 Penalty: 2747.216553
	Iteration 36Q: 3 clusters Score -567041.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -567061.500000 Penalty: 2747.216553
	Iteration 37Q: 3 clusters Score -567061.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -567082.687500 Penalty: 2747.216553
	Iteration 38Q: 3 clusters Score -567082.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -567103.750000 Penalty: 2747.216553
	Iteration 39Q: 3 clusters Score -567103.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -567119.562500 Penalty: 2747.216553
	Iteration 40F: 3 clusters Score -567119.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -567128.875000 Penalty: 2747.216553
	Iteration 41Q: 3 clusters Score -567128.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -567135.062500 Penalty: 2747.216553
	Iteration 42Q: 3 clusters Score -567135.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -567145.937500 Penalty: 2747.216553
	Iteration 43Q: 3 clusters Score -567145.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -567150.937500 Penalty: 2747.216553
	Iteration 44Q: 3 clusters Score -567150.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -567155.812500 Penalty: 2747.216553
	Iteration 45Q: 3 clusters Score -567155.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -567162.875000 Penalty: 2747.216553
	Iteration 46Q: 3 clusters Score -567162.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -567171.125000 Penalty: 2747.216553
	Iteration 47Q: 3 clusters Score -567171.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -567175.625000 Penalty: 2747.216553
	Iteration 48Q: 3 clusters Score -567175.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -567185.375000 Penalty: 2747.216553
	Iteration 49Q: 3 clusters Score -567185.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -567191.125000 Penalty: 2747.216553
	Iteration 50Q: 3 clusters Score -567191.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -567196.625000 Penalty: 2747.216553
	Iteration 51Q: 3 clusters Score -567196.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -567199.750000 Penalty: 2747.216553
	Iteration 52Q: 3 clusters Score -567199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -567202.562500 Penalty: 2747.216553
	Iteration 53Q: 3 clusters Score -567202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -567205.000000 Penalty: 2747.216553
	Iteration 54Q: 3 clusters Score -567205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -567207.125000 Penalty: 2747.216553
	Iteration 55Q: 3 clusters Score -567207.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -567211.375000 Penalty: 2747.216553
	Iteration 56Q: 3 clusters Score -567211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -567212.687500 Penalty: 2747.216553
	Iteration 57Q: 3 clusters Score -567212.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -567214.250000 Penalty: 2747.216553
	Iteration 58Q: 3 clusters Score -567214.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -567217.000000 Penalty: 2747.216553
	Iteration 59Q: 3 clusters Score -567217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -567217.375000 Penalty: 2747.216553
	Iteration 60F: 3 clusters Score -567217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -567219.375000 Penalty: 2747.216553
	Iteration 61Q: 3 clusters Score -567219.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -567221.125000 Penalty: 2747.216553
	Iteration 62Q: 3 clusters Score -567221.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -567222.375000 Penalty: 2747.216553
	Iteration 63Q: 3 clusters Score -567222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -567223.062500 Penalty: 2747.216553
	Iteration 64Q: 3 clusters Score -567223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -567222.875000 Penalty: 2747.216553
	Iteration 65Q: 3 clusters Score -567222.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -567222.875000 Penalty: 2747.216553
	Iteration 66F: 3 clusters Score -567222.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -437247.000000 Penalty: 1334.056763
	Iteration 0F: 2 clusters Score -437247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -434176.937500 Penalty: 2668.113525
	Iteration 0F: 3 clusters Score -434176.9 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -434969.625000 Penalty: 2668.113525
	Iteration 1F: 3 clusters Score -434969.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -435170.718750 Penalty: 2668.113525
	Iteration 2F: 3 clusters Score -435170.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -435372.312500 Penalty: 2668.113525
	Iteration 3F: 3 clusters Score -435372.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -435587.437500 Penalty: 2668.113525
	Iteration 4F: 3 clusters Score -435587.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -435795.218750 Penalty: 2668.113525
	Iteration 5F: 3 clusters Score -435795.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -435976.343750 Penalty: 2668.113525
	Iteration 6F: 3 clusters Score -435976.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -436131.031250 Penalty: 2668.113525
	Iteration 7Q: 3 clusters Score -436131 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -436242.562500 Penalty: 2668.113525
	Iteration 8Q: 3 clusters Score -436242.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -436310.093750 Penalty: 2668.113525
	Iteration 9Q: 3 clusters Score -436310.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -436364.562500 Penalty: 2668.113525
	Iteration 10Q: 3 clusters Score -436364.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -436398.625000 Penalty: 2668.113525
	Iteration 11Q: 3 clusters Score -436398.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -436413.687500 Penalty: 2668.113525
	Iteration 12Q: 3 clusters Score -436413.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -436427.843750 Penalty: 2668.113525
	Iteration 13Q: 3 clusters Score -436427.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -436435.843750 Penalty: 2668.113525
	Iteration 14Q: 3 clusters Score -436435.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -436440.375000 Penalty: 2668.113525
	Iteration 15Q: 3 clusters Score -436440.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -436446.593750 Penalty: 2668.113525
	Iteration 16Q: 3 clusters Score -436446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -436450.000000 Penalty: 2668.113525
	Iteration 17Q: 3 clusters Score -436450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -436452.625000 Penalty: 2668.113525
	Iteration 18Q: 3 clusters Score -436452.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -436453.312500 Penalty: 2668.113525
	Iteration 19Q: 3 clusters Score -436453.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -436455.968750 Penalty: 2668.113525
	Iteration 20F: 3 clusters Score -436456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -436456.062500 Penalty: 2668.113525
	Iteration 21Q: 3 clusters Score -436456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -436455.937500 Penalty: 2668.113525
	Iteration 22Q: 3 clusters Score -436455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -436456.406250 Penalty: 2668.113525
	Iteration 23Q: 3 clusters Score -436456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -436457.031250 Penalty: 2668.113525
	Iteration 24Q: 3 clusters Score -436457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -436458.468750 Penalty: 2668.113525
	Iteration 25Q: 3 clusters Score -436458.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -436458.468750 Penalty: 2668.113525
	Iteration 26F: 3 clusters Score -436458.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -18630.570312 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -18630.57 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 140 members 
Entering Unmasked Estep 
Score: -17969.490234 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -17969.49 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18217.955078 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -18217.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18282.740234 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -18282.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18315.671875 Penalty: 1826.630249
	Iteration 3Q: 3 clusters Score -18315.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18320.542969 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -18320.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18320.542969 Penalty: 1826.630249
	Iteration 5F: 3 clusters Score -18320.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Entering Unmasked Estep 
Score: -705085.937500 Penalty: 1407.375854
	Iteration 0F: 2 clusters Score -705085.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -700613.437500 Penalty: 2814.751709
	Iteration 0F: 3 clusters Score -700613.4 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -701901.250000 Penalty: 2814.751709
	Iteration 1F: 3 clusters Score -701901.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -702083.687500 Penalty: 2814.751709
	Iteration 2F: 3 clusters Score -702083.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -702216.312500 Penalty: 2814.751709
	Iteration 3F: 3 clusters Score -702216.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -702320.875000 Penalty: 2814.751709
	Iteration 4Q: 3 clusters Score -702320.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -702420.687500 Penalty: 2814.751709
	Iteration 5Q: 3 clusters Score -702420.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -702523.625000 Penalty: 2814.751709
	Iteration 6Q: 3 clusters Score -702523.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -702620.937500 Penalty: 2814.751709
	Iteration 7Q: 3 clusters Score -702620.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -702719.375000 Penalty: 2814.751709
	Iteration 8Q: 3 clusters Score -702719.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -702827.625000 Penalty: 2814.751709
	Iteration 9Q: 3 clusters Score -702827.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -702945.000000 Penalty: 2814.751709
	Iteration 10Q: 3 clusters Score -702945 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -703060.250000 Penalty: 2814.751709
	Iteration 11Q: 3 clusters Score -703060.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -703185.125000 Penalty: 2814.751709
	Iteration 12Q: 3 clusters Score -703185.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -703326.437500 Penalty: 2814.751709
	Iteration 13Q: 3 clusters Score -703326.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -703451.312500 Penalty: 2814.751709
	Iteration 14Q: 3 clusters Score -703451.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -703573.562500 Penalty: 2814.751709
	Iteration 15Q: 3 clusters Score -703573.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -703658.937500 Penalty: 2814.751709
	Iteration 16Q: 3 clusters Score -703658.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -703721.812500 Penalty: 2814.751709
	Iteration 17Q: 3 clusters Score -703721.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -703769.562500 Penalty: 2814.751709
	Iteration 18Q: 3 clusters Score -703769.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -703805.250000 Penalty: 2814.751709
	Iteration 19Q: 3 clusters Score -703805.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -703834.812500 Penalty: 2814.751709
	Iteration 20F: 3 clusters Score -703834.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -703857.500000 Penalty: 2814.751709
	Iteration 21Q: 3 clusters Score -703857.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -703869.750000 Penalty: 2814.751709
	Iteration 22Q: 3 clusters Score -703869.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -703879.437500 Penalty: 2814.751709
	Iteration 23Q: 3 clusters Score -703879.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -703885.125000 Penalty: 2814.751709
	Iteration 24Q: 3 clusters Score -703885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -703888.437500 Penalty: 2814.751709
	Iteration 25Q: 3 clusters Score -703888.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -703895.125000 Penalty: 2814.751709
	Iteration 26Q: 3 clusters Score -703895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -703899.812500 Penalty: 2814.751709
	Iteration 27Q: 3 clusters Score -703899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -703902.437500 Penalty: 2814.751709
	Iteration 28Q: 3 clusters Score -703902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -703906.250000 Penalty: 2814.751709
	Iteration 29Q: 3 clusters Score -703906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -703910.500000 Penalty: 2814.751709
	Iteration 30Q: 3 clusters Score -703910.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -703912.375000 Penalty: 2814.751709
	Iteration 31Q: 3 clusters Score -703912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -703913.625000 Penalty: 2814.751709
	Iteration 32Q: 3 clusters Score -703913.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -703917.125000 Penalty: 2814.751709
	Iteration 33Q: 3 clusters Score -703917.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -703920.937500 Penalty: 2814.751709
	Iteration 34Q: 3 clusters Score -703920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -703925.125000 Penalty: 2814.751709
	Iteration 35Q: 3 clusters Score -703925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -703930.187500 Penalty: 2814.751709
	Iteration 36Q: 3 clusters Score -703930.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -703940.812500 Penalty: 2814.751709
	Iteration 37Q: 3 clusters Score -703940.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -703949.250000 Penalty: 2814.751709
	Iteration 38Q: 3 clusters Score -703949.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -703951.812500 Penalty: 2814.751709
	Iteration 39Q: 3 clusters Score -703951.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -703955.750000 Penalty: 2814.751709
	Iteration 40F: 3 clusters Score -703955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -703959.437500 Penalty: 2814.751709
	Iteration 41Q: 3 clusters Score -703959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -703961.687500 Penalty: 2814.751709
	Iteration 42Q: 3 clusters Score -703961.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -703972.375000 Penalty: 2814.751709
	Iteration 43Q: 3 clusters Score -703972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -703978.250000 Penalty: 2814.751709
	Iteration 44Q: 3 clusters Score -703978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -703983.750000 Penalty: 2814.751709
	Iteration 45Q: 3 clusters Score -703983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -703983.000000 Penalty: 2814.751709
	Iteration 46Q: 3 clusters Score -703983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -703984.000000 Penalty: 2814.751709
	Iteration 47Q: 3 clusters Score -703984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -703986.062500 Penalty: 2814.751709
	Iteration 48Q: 3 clusters Score -703986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -703991.562500 Penalty: 2814.751709
	Iteration 49Q: 3 clusters Score -703991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -703994.000000 Penalty: 2814.751709
	Iteration 50Q: 3 clusters Score -703994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -703994.625000 Penalty: 2814.751709
	Iteration 51Q: 3 clusters Score -703994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -703996.687500 Penalty: 2814.751709
	Iteration 52Q: 3 clusters Score -703996.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -703998.437500 Penalty: 2814.751709
	Iteration 53Q: 3 clusters Score -703998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -704000.562500 Penalty: 2814.751709
	Iteration 54Q: 3 clusters Score -704000.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -704001.875000 Penalty: 2814.751709
	Iteration 55Q: 3 clusters Score -704001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -704004.062500 Penalty: 2814.751709
	Iteration 56Q: 3 clusters Score -704004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -704003.812500 Penalty: 2814.751709
	Iteration 57Q: 3 clusters Score -704003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -704003.875000 Penalty: 2814.751709
	Iteration 58Q: 3 clusters Score -704003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -704008.750000 Penalty: 2814.751709
	Iteration 59Q: 3 clusters Score -704008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -704012.250000 Penalty: 2814.751709
	Iteration 60F: 3 clusters Score -704012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -704013.750000 Penalty: 2814.751709
	Iteration 61Q: 3 clusters Score -704013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -704014.062500 Penalty: 2814.751709
	Iteration 62Q: 3 clusters Score -704014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -704014.062500 Penalty: 2814.751709
	Iteration 63F: 3 clusters Score -704014.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -973915.125000 Penalty: 1458.025391
	Iteration 0F: 2 clusters Score -973915.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -968090.625000 Penalty: 2916.050781
	Iteration 0F: 3 clusters Score -968090.6 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -969967.187500 Penalty: 2916.050781
	Iteration 1F: 3 clusters Score -969967.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -970189.000000 Penalty: 2916.050781
	Iteration 2F: 3 clusters Score -970189 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -970347.250000 Penalty: 2916.050781
	Iteration 3Q: 3 clusters Score -970347.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -970460.062500 Penalty: 2916.050781
	Iteration 4Q: 3 clusters Score -970460.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -970569.625000 Penalty: 2916.050781
	Iteration 5Q: 3 clusters Score -970569.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -970714.562500 Penalty: 2916.050781
	Iteration 6Q: 3 clusters Score -970714.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -970862.500000 Penalty: 2916.050781
	Iteration 7Q: 3 clusters Score -970862.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -971046.625000 Penalty: 2916.050781
	Iteration 8Q: 3 clusters Score -971046.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -971253.312500 Penalty: 2916.050781
	Iteration 9Q: 3 clusters Score -971253.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -971455.062500 Penalty: 2916.050781
	Iteration 10Q: 3 clusters Score -971455.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -971637.625000 Penalty: 2916.050781
	Iteration 11Q: 3 clusters Score -971637.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -971809.125000 Penalty: 2916.050781
	Iteration 12Q: 3 clusters Score -971809.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -971946.937500 Penalty: 2916.050781
	Iteration 13Q: 3 clusters Score -971946.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -972066.437500 Penalty: 2916.050781
	Iteration 14Q: 3 clusters Score -972066.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -972161.375000 Penalty: 2916.050781
	Iteration 15Q: 3 clusters Score -972161.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -972238.000000 Penalty: 2916.050781
	Iteration 16Q: 3 clusters Score -972238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -972294.000000 Penalty: 2916.050781
	Iteration 17Q: 3 clusters Score -972294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -972331.437500 Penalty: 2916.050781
	Iteration 18Q: 3 clusters Score -972331.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -972376.250000 Penalty: 2916.050781
	Iteration 19Q: 3 clusters Score -972376.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -972415.000000 Penalty: 2916.050781
	Iteration 20F: 3 clusters Score -972415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -972446.312500 Penalty: 2916.050781
	Iteration 21Q: 3 clusters Score -972446.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -972471.375000 Penalty: 2916.050781
	Iteration 22Q: 3 clusters Score -972471.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -972490.125000 Penalty: 2916.050781
	Iteration 23Q: 3 clusters Score -972490.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -972514.125000 Penalty: 2916.050781
	Iteration 24Q: 3 clusters Score -972514.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -972531.312500 Penalty: 2916.050781
	Iteration 25Q: 3 clusters Score -972531.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -972536.375000 Penalty: 2916.050781
	Iteration 26Q: 3 clusters Score -972536.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -972548.000000 Penalty: 2916.050781
	Iteration 27Q: 3 clusters Score -972548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -972563.312500 Penalty: 2916.050781
	Iteration 28Q: 3 clusters Score -972563.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -972579.937500 Penalty: 2916.050781
	Iteration 29Q: 3 clusters Score -972579.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -972586.625000 Penalty: 2916.050781
	Iteration 30Q: 3 clusters Score -972586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -972594.250000 Penalty: 2916.050781
	Iteration 31Q: 3 clusters Score -972594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -972603.750000 Penalty: 2916.050781
	Iteration 32Q: 3 clusters Score -972603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -972608.750000 Penalty: 2916.050781
	Iteration 33Q: 3 clusters Score -972608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -972609.812500 Penalty: 2916.050781
	Iteration 34Q: 3 clusters Score -972609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -972612.437500 Penalty: 2916.050781
	Iteration 35Q: 3 clusters Score -972612.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -972616.250000 Penalty: 2916.050781
	Iteration 36Q: 3 clusters Score -972616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -972618.750000 Penalty: 2916.050781
	Iteration 37Q: 3 clusters Score -972618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -972619.062500 Penalty: 2916.050781
	Iteration 38Q: 3 clusters Score -972619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -972624.125000 Penalty: 2916.050781
	Iteration 39Q: 3 clusters Score -972624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -972628.562500 Penalty: 2916.050781
	Iteration 40F: 3 clusters Score -972628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -972629.062500 Penalty: 2916.050781
	Iteration 41Q: 3 clusters Score -972629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -972633.875000 Penalty: 2916.050781
	Iteration 42Q: 3 clusters Score -972633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -972636.687500 Penalty: 2916.050781
	Iteration 43Q: 3 clusters Score -972636.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -972642.500000 Penalty: 2916.050781
	Iteration 44Q: 3 clusters Score -972642.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -972647.750000 Penalty: 2916.050781
	Iteration 45Q: 3 clusters Score -972647.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -972650.187500 Penalty: 2916.050781
	Iteration 46Q: 3 clusters Score -972650.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -972650.187500 Penalty: 2916.050781
	Iteration 47F: 3 clusters Score -972650.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (82933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Entering Unmasked Estep 
Score: -10403890.000000 Penalty: 1840.440674
	Iteration 0F: 2 clusters Score -1.040389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -10349215.000000 Penalty: 3680.881348
	Iteration 0F: 3 clusters Score -1.034922e+07 nChanged 39472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -10371900.000000 Penalty: 3680.881348
	Iteration 1F: 3 clusters Score -1.03719e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -10372691.000000 Penalty: 3680.881348
	Iteration 2Q: 3 clusters Score -1.037269e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -10373737.000000 Penalty: 3680.881348
	Iteration 3Q: 3 clusters Score -1.037374e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -10375584.000000 Penalty: 3680.881348
	Iteration 4Q: 3 clusters Score -1.037558e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -10378725.000000 Penalty: 3680.881348
	Iteration 5F: 3 clusters Score -1.037872e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -10383790.000000 Penalty: 3680.881348
	Iteration 6F: 3 clusters Score -1.038379e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -10390426.000000 Penalty: 3680.881348
	Iteration 7F: 3 clusters Score -1.039043e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -10396729.000000 Penalty: 3680.881348
	Iteration 8F: 3 clusters Score -1.039673e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -10400114.000000 Penalty: 3680.881348
	Iteration 9Q: 3 clusters Score -1.040011e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -10401530.000000 Penalty: 3680.881348
	Iteration 10Q: 3 clusters Score -1.040153e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -10401949.000000 Penalty: 3680.881348
	Iteration 11Q: 3 clusters Score -1.040195e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -10402090.000000 Penalty: 3680.881348
	Iteration 12Q: 3 clusters Score -1.040209e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -10402137.000000 Penalty: 3680.881348
	Iteration 13Q: 3 clusters Score -1.040214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -10402190.000000 Penalty: 3680.881348
	Iteration 14Q: 3 clusters Score -1.040219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 82752 members 
Entering Unmasked Estep 
Score: -10402220.000000 Penalty: 3680.881348
	Iteration 15Q: 3 clusters Score -1.040222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -10402228.000000 Penalty: 3680.881348
	Iteration 16Q: 3 clusters Score -1.040223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -10402242.000000 Penalty: 3680.881348
	Iteration 17Q: 3 clusters Score -1.040224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -10402258.000000 Penalty: 3680.881348
	Iteration 18Q: 3 clusters Score -1.040226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -10402273.000000 Penalty: 3680.881348
	Iteration 19Q: 3 clusters Score -1.040227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -10402276.000000 Penalty: 3680.881348
	Iteration 20F: 3 clusters Score -1.040228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 82758 members 
Entering Unmasked Estep 
Score: -10402283.000000 Penalty: 3680.881348
	Iteration 21Q: 3 clusters Score -1.040228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -10402281.000000 Penalty: 3680.881348
	Iteration 22Q: 3 clusters Score -1.040228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -10402282.000000 Penalty: 3680.881348
	Iteration 23Q: 3 clusters Score -1.040228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -10402281.000000 Penalty: 3680.881348
	Iteration 24Q: 3 clusters Score -1.040228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 82758 members 
Entering Unmasked Estep 
Score: -10402278.000000 Penalty: 3680.881348
	Iteration 25Q: 3 clusters Score -1.040228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -10402287.000000 Penalty: 3680.881348
	Iteration 26Q: 3 clusters Score -1.040229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -10402287.000000 Penalty: 3680.881348
	Iteration 27F: 3 clusters Score -1.040229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Entering Unmasked Estep 
Score: -8400461.000000 Penalty: 1808.419067
	Iteration 0F: 2 clusters Score -8400461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -8355177.000000 Penalty: 3616.838135
	Iteration 0F: 3 clusters Score -8355177 nChanged 32208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -8373382.500000 Penalty: 3616.838135
	Iteration 1F: 3 clusters Score -8373382 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -8374411.500000 Penalty: 3616.838135
	Iteration 2Q: 3 clusters Score -8374412 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -8376022.000000 Penalty: 3616.838135
	Iteration 3F: 3 clusters Score -8376022 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -8379300.500000 Penalty: 3616.838135
	Iteration 4F: 3 clusters Score -8379300 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -8384681.500000 Penalty: 3616.838135
	Iteration 5F: 3 clusters Score -8384682 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -8391096.000000 Penalty: 3616.838135
	Iteration 6F: 3 clusters Score -8391096 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8395900.000000 Penalty: 3616.838135
	Iteration 7F: 3 clusters Score -8395900 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8397926.000000 Penalty: 3616.838135
	Iteration 8Q: 3 clusters Score -8397926 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8398563.000000 Penalty: 3616.838135
	Iteration 9Q: 3 clusters Score -8398563 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8398790.000000 Penalty: 3616.838135
	Iteration 10Q: 3 clusters Score -8398790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8398897.000000 Penalty: 3616.838135
	Iteration 11Q: 3 clusters Score -8398897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8398932.000000 Penalty: 3616.838135
	Iteration 12Q: 3 clusters Score -8398932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67757 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8398962.000000 Penalty: 3616.838135
	Iteration 13Q: 3 clusters Score -8398962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8398983.000000 Penalty: 3616.838135
	Iteration 14Q: 3 clusters Score -8398983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8399010.000000 Penalty: 3616.838135
	Iteration 15Q: 3 clusters Score -8399010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8399031.000000 Penalty: 3616.838135
	Iteration 16Q: 3 clusters Score -8399031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8399029.000000 Penalty: 3616.838135
	Iteration 17Q: 3 clusters Score -8399029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8399038.000000 Penalty: 3616.838135
	Iteration 18Q: 3 clusters Score -8399038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8399073.000000 Penalty: 3616.838135
	Iteration 19Q: 3 clusters Score -8399073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8399074.000000 Penalty: 3616.838135
	Iteration 20F: 3 clusters Score -8399074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8399076.000000 Penalty: 3616.838135
	Iteration 21Q: 3 clusters Score -8399076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8399082.000000 Penalty: 3616.838135
	Iteration 22Q: 3 clusters Score -8399082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8399087.000000 Penalty: 3616.838135
	Iteration 23Q: 3 clusters Score -8399087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8399095.000000 Penalty: 3616.838135
	Iteration 24Q: 3 clusters Score -8399095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8399101.000000 Penalty: 3616.838135
	Iteration 25Q: 3 clusters Score -8399101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8399110.000000 Penalty: 3616.838135
	Iteration 26Q: 3 clusters Score -8399110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8399113.000000 Penalty: 3616.838135
	Iteration 27Q: 3 clusters Score -8399113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8399114.000000 Penalty: 3616.838135
	Iteration 28Q: 3 clusters Score -8399114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8399129.000000 Penalty: 3616.838135
	Iteration 29Q: 3 clusters Score -8399129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8399132.000000 Penalty: 3616.838135
	Iteration 30Q: 3 clusters Score -8399132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8399132.000000 Penalty: 3616.838135
	Iteration 31Q: 3 clusters Score -8399132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8399128.000000 Penalty: 3616.838135
	Iteration 32Q: 3 clusters Score -8399128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8399134.000000 Penalty: 3616.838135
	Iteration 33Q: 3 clusters Score -8399134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8399134.000000 Penalty: 3616.838135
	Iteration 34Q: 3 clusters Score -8399134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8399141.000000 Penalty: 3616.838135
	Iteration 35Q: 3 clusters Score -8399141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8399142.000000 Penalty: 3616.838135
	Iteration 36Q: 3 clusters Score -8399142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8399139.000000 Penalty: 3616.838135
	Iteration 37Q: 3 clusters Score -8399139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8399142.000000 Penalty: 3616.838135
	Iteration 38Q: 3 clusters Score -8399142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8399142.000000 Penalty: 3616.838135
	Iteration 39F: 3 clusters Score -8399142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -35094.617188 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -35094.62 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 183 members 
Entering Unmasked Estep 
Score: -34180.882812 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -34180.88 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34414.832031 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -34414.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34641.695312 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -34641.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34774.320312 Penalty: 1913.885254
	Iteration 3F: 3 clusters Score -34774.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34831.132812 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -34831.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34867.394531 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -34867.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34884.394531 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -34884.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34885.070312 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -34885.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34885.070312 Penalty: 1913.885254
	Iteration 8F: 3 clusters Score -34885.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Entering Unmasked Estep 
Score: -1262766.000000 Penalty: 1504.500366
	Iteration 0F: 2 clusters Score -1262766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1255277.125000 Penalty: 3009.000732
	Iteration 0F: 3 clusters Score -1255277 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1257968.375000 Penalty: 3009.000732
	Iteration 1F: 3 clusters Score -1257968 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1258491.875000 Penalty: 3009.000732
	Iteration 2F: 3 clusters Score -1258492 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1259056.625000 Penalty: 3009.000732
	Iteration 3F: 3 clusters Score -1259057 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1259728.875000 Penalty: 3009.000732
	Iteration 4F: 3 clusters Score -1259729 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1260374.125000 Penalty: 3009.000732
	Iteration 5F: 3 clusters Score -1260374 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1260834.625000 Penalty: 3009.000732
	Iteration 6F: 3 clusters Score -1260835 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1261138.875000 Penalty: 3009.000732
	Iteration 7Q: 3 clusters Score -1261139 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1261359.625000 Penalty: 3009.000732
	Iteration 8Q: 3 clusters Score -1261360 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1261469.250000 Penalty: 3009.000732
	Iteration 9Q: 3 clusters Score -1261469 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1261531.500000 Penalty: 3009.000732
	Iteration 10Q: 3 clusters Score -1261532 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1261571.750000 Penalty: 3009.000732
	Iteration 11Q: 3 clusters Score -1261572 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1261594.875000 Penalty: 3009.000732
	Iteration 12Q: 3 clusters Score -1261595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1261618.750000 Penalty: 3009.000732
	Iteration 13Q: 3 clusters Score -1261619 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1261635.000000 Penalty: 3009.000732
	Iteration 14Q: 3 clusters Score -1261635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1261660.625000 Penalty: 3009.000732
	Iteration 15Q: 3 clusters Score -1261661 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1261691.500000 Penalty: 3009.000732
	Iteration 16Q: 3 clusters Score -1261692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1261712.875000 Penalty: 3009.000732
	Iteration 17Q: 3 clusters Score -1261713 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1261738.750000 Penalty: 3009.000732
	Iteration 18Q: 3 clusters Score -1261739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1261757.875000 Penalty: 3009.000732
	Iteration 19Q: 3 clusters Score -1261758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1261777.250000 Penalty: 3009.000732
	Iteration 20F: 3 clusters Score -1261777 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1261807.000000 Penalty: 3009.000732
	Iteration 21Q: 3 clusters Score -1261807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1261840.750000 Penalty: 3009.000732
	Iteration 22Q: 3 clusters Score -1261841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1261872.375000 Penalty: 3009.000732
	Iteration 23Q: 3 clusters Score -1261872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1261901.875000 Penalty: 3009.000732
	Iteration 24Q: 3 clusters Score -1261902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1261924.250000 Penalty: 3009.000732
	Iteration 25Q: 3 clusters Score -1261924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1261944.250000 Penalty: 3009.000732
	Iteration 26Q: 3 clusters Score -1261944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1261955.500000 Penalty: 3009.000732
	Iteration 27Q: 3 clusters Score -1261956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1261969.000000 Penalty: 3009.000732
	Iteration 28Q: 3 clusters Score -1261969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1261979.625000 Penalty: 3009.000732
	Iteration 29Q: 3 clusters Score -1261980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1261989.750000 Penalty: 3009.000732
	Iteration 30Q: 3 clusters Score -1261990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1262000.875000 Penalty: 3009.000732
	Iteration 31Q: 3 clusters Score -1262001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1262005.875000 Penalty: 3009.000732
	Iteration 32Q: 3 clusters Score -1262006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1262009.500000 Penalty: 3009.000732
	Iteration 33Q: 3 clusters Score -1262010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1262013.375000 Penalty: 3009.000732
	Iteration 34Q: 3 clusters Score -1262013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1262016.000000 Penalty: 3009.000732
	Iteration 35Q: 3 clusters Score -1262016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1262014.875000 Penalty: 3009.000732
	Iteration 36Q: 3 clusters Score -1262015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1262016.375000 Penalty: 3009.000732
	Iteration 37Q: 3 clusters Score -1262016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1262017.125000 Penalty: 3009.000732
	Iteration 38Q: 3 clusters Score -1262017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1262017.750000 Penalty: 3009.000732
	Iteration 39Q: 3 clusters Score -1262018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1262018.125000 Penalty: 3009.000732
	Iteration 40F: 3 clusters Score -1262018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1262018.125000 Penalty: 3009.000732
	Iteration 41Q: 3 clusters Score -1262018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1262018.125000 Penalty: 3009.000732
	Iteration 42F: 3 clusters Score -1262018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -178426.546875 Penalty: 1197.047363
	Iteration 0F: 2 clusters Score -178426.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -176614.265625 Penalty: 2394.094727
	Iteration 0F: 3 clusters Score -176614.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -176953.406250 Penalty: 2394.094727
	Iteration 1F: 3 clusters Score -176953.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -177042.937500 Penalty: 2394.094727
	Iteration 2F: 3 clusters Score -177042.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -177108.015625 Penalty: 2394.094727
	Iteration 3F: 3 clusters Score -177108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -177153.859375 Penalty: 2394.094727
	Iteration 4Q: 3 clusters Score -177153.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -177185.125000 Penalty: 2394.094727
	Iteration 5Q: 3 clusters Score -177185.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -177204.015625 Penalty: 2394.094727
	Iteration 6Q: 3 clusters Score -177204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -177223.875000 Penalty: 2394.094727
	Iteration 7Q: 3 clusters Score -177223.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -177236.218750 Penalty: 2394.094727
	Iteration 8Q: 3 clusters Score -177236.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -177249.140625 Penalty: 2394.094727
	Iteration 9Q: 3 clusters Score -177249.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -177264.828125 Penalty: 2394.094727
	Iteration 10Q: 3 clusters Score -177264.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177276.765625 Penalty: 2394.094727
	Iteration 11Q: 3 clusters Score -177276.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -177285.578125 Penalty: 2394.094727
	Iteration 12Q: 3 clusters Score -177285.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -177292.500000 Penalty: 2394.094727
	Iteration 13Q: 3 clusters Score -177292.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -177296.703125 Penalty: 2394.094727
	Iteration 14Q: 3 clusters Score -177296.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -177307.515625 Penalty: 2394.094727
	Iteration 15Q: 3 clusters Score -177307.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -177316.000000 Penalty: 2394.094727
	Iteration 16Q: 3 clusters Score -177316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -177323.703125 Penalty: 2394.094727
	Iteration 17Q: 3 clusters Score -177323.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -177328.296875 Penalty: 2394.094727
	Iteration 18Q: 3 clusters Score -177328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -177330.296875 Penalty: 2394.094727
	Iteration 19Q: 3 clusters Score -177330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -177332.515625 Penalty: 2394.094727
	Iteration 20F: 3 clusters Score -177332.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -177332.843750 Penalty: 2394.094727
	Iteration 21Q: 3 clusters Score -177332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -177333.671875 Penalty: 2394.094727
	Iteration 22Q: 3 clusters Score -177333.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -177333.671875 Penalty: 2394.094727
	Iteration 23F: 3 clusters Score -177333.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -199784.640625 Penalty: 1211.861450
	Iteration 0F: 2 clusters Score -199784.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -197922.625000 Penalty: 2423.722900
	Iteration 0F: 3 clusters Score -197922.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -198446.156250 Penalty: 2423.722900
	Iteration 1F: 3 clusters Score -198446.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -198641.015625 Penalty: 2423.722900
	Iteration 2F: 3 clusters Score -198641 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -198781.796875 Penalty: 2423.722900
	Iteration 3F: 3 clusters Score -198781.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -198875.328125 Penalty: 2423.722900
	Iteration 4F: 3 clusters Score -198875.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -198958.000000 Penalty: 2423.722900
	Iteration 5Q: 3 clusters Score -198958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -199068.078125 Penalty: 2423.722900
	Iteration 6Q: 3 clusters Score -199068.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -199187.453125 Penalty: 2423.722900
	Iteration 7Q: 3 clusters Score -199187.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -199271.125000 Penalty: 2423.722900
	Iteration 8Q: 3 clusters Score -199271.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -199327.546875 Penalty: 2423.722900
	Iteration 9Q: 3 clusters Score -199327.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -199367.859375 Penalty: 2423.722900
	Iteration 10Q: 3 clusters Score -199367.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -199390.468750 Penalty: 2423.722900
	Iteration 11Q: 3 clusters Score -199390.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -199402.171875 Penalty: 2423.722900
	Iteration 12Q: 3 clusters Score -199402.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -199408.968750 Penalty: 2423.722900
	Iteration 13Q: 3 clusters Score -199409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -199418.062500 Penalty: 2423.722900
	Iteration 14Q: 3 clusters Score -199418.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -199422.187500 Penalty: 2423.722900
	Iteration 15Q: 3 clusters Score -199422.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -199426.468750 Penalty: 2423.722900
	Iteration 16Q: 3 clusters Score -199426.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -199427.765625 Penalty: 2423.722900
	Iteration 17Q: 3 clusters Score -199427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -199430.468750 Penalty: 2423.722900
	Iteration 18Q: 3 clusters Score -199430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -199431.718750 Penalty: 2423.722900
	Iteration 19Q: 3 clusters Score -199431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -199431.828125 Penalty: 2423.722900
	Iteration 20F: 3 clusters Score -199431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -199431.968750 Penalty: 2423.722900
	Iteration 21Q: 3 clusters Score -199432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -199432.187500 Penalty: 2423.722900
	Iteration 22Q: 3 clusters Score -199432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -199432.187500 Penalty: 2423.722900
	Iteration 23F: 3 clusters Score -199432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Entering Unmasked Estep 
Score: -920809.812500 Penalty: 1452.319458
	Iteration 0F: 2 clusters Score -920809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -915149.500000 Penalty: 2904.638916
	Iteration 0F: 3 clusters Score -915149.5 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -916984.687500 Penalty: 2904.638916
	Iteration 1F: 3 clusters Score -916984.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -917414.500000 Penalty: 2904.638916
	Iteration 2F: 3 clusters Score -917414.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -917824.875000 Penalty: 2904.638916
	Iteration 3F: 3 clusters Score -917824.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -918220.187500 Penalty: 2904.638916
	Iteration 4F: 3 clusters Score -918220.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -918531.625000 Penalty: 2904.638916
	Iteration 5F: 3 clusters Score -918531.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -918800.187500 Penalty: 2904.638916
	Iteration 6F: 3 clusters Score -918800.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -919035.500000 Penalty: 2904.638916
	Iteration 7Q: 3 clusters Score -919035.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -919212.062500 Penalty: 2904.638916
	Iteration 8Q: 3 clusters Score -919212.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -919327.312500 Penalty: 2904.638916
	Iteration 9Q: 3 clusters Score -919327.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -919406.562500 Penalty: 2904.638916
	Iteration 10Q: 3 clusters Score -919406.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -919457.187500 Penalty: 2904.638916
	Iteration 11Q: 3 clusters Score -919457.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -919486.750000 Penalty: 2904.638916
	Iteration 12Q: 3 clusters Score -919486.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -919509.000000 Penalty: 2904.638916
	Iteration 13Q: 3 clusters Score -919509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -919530.750000 Penalty: 2904.638916
	Iteration 14Q: 3 clusters Score -919530.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -919556.625000 Penalty: 2904.638916
	Iteration 15Q: 3 clusters Score -919556.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -919572.437500 Penalty: 2904.638916
	Iteration 16Q: 3 clusters Score -919572.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -919586.187500 Penalty: 2904.638916
	Iteration 17Q: 3 clusters Score -919586.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -919597.937500 Penalty: 2904.638916
	Iteration 18Q: 3 clusters Score -919597.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -919605.000000 Penalty: 2904.638916
	Iteration 19Q: 3 clusters Score -919605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -919613.812500 Penalty: 2904.638916
	Iteration 20F: 3 clusters Score -919613.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -919623.500000 Penalty: 2904.638916
	Iteration 21Q: 3 clusters Score -919623.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -919630.875000 Penalty: 2904.638916
	Iteration 22Q: 3 clusters Score -919630.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -919638.375000 Penalty: 2904.638916
	Iteration 23Q: 3 clusters Score -919638.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -919646.812500 Penalty: 2904.638916
	Iteration 24Q: 3 clusters Score -919646.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -919657.062500 Penalty: 2904.638916
	Iteration 25Q: 3 clusters Score -919657.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -919661.000000 Penalty: 2904.638916
	Iteration 26Q: 3 clusters Score -919661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -919665.125000 Penalty: 2904.638916
	Iteration 27Q: 3 clusters Score -919665.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -919669.875000 Penalty: 2904.638916
	Iteration 28Q: 3 clusters Score -919669.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -919672.875000 Penalty: 2904.638916
	Iteration 29Q: 3 clusters Score -919672.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -919675.937500 Penalty: 2904.638916
	Iteration 30Q: 3 clusters Score -919675.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -919680.750000 Penalty: 2904.638916
	Iteration 31Q: 3 clusters Score -919680.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -919686.500000 Penalty: 2904.638916
	Iteration 32Q: 3 clusters Score -919686.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -919687.750000 Penalty: 2904.638916
	Iteration 33Q: 3 clusters Score -919687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -919688.875000 Penalty: 2904.638916
	Iteration 34Q: 3 clusters Score -919688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -919690.187500 Penalty: 2904.638916
	Iteration 35Q: 3 clusters Score -919690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -919690.375000 Penalty: 2904.638916
	Iteration 36Q: 3 clusters Score -919690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -919690.812500 Penalty: 2904.638916
	Iteration 37Q: 3 clusters Score -919690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -919693.062500 Penalty: 2904.638916
	Iteration 38Q: 3 clusters Score -919693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -919693.875000 Penalty: 2904.638916
	Iteration 39Q: 3 clusters Score -919693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -919692.937500 Penalty: 2904.638916
	Iteration 40F: 3 clusters Score -919692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -919693.437500 Penalty: 2904.638916
	Iteration 41Q: 3 clusters Score -919693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -919693.500000 Penalty: 2904.638916
	Iteration 42Q: 3 clusters Score -919693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -919692.937500 Penalty: 2904.638916
	Iteration 43Q: 3 clusters Score -919692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -919694.062500 Penalty: 2904.638916
	Iteration 44Q: 3 clusters Score -919694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -919694.312500 Penalty: 2904.638916
	Iteration 45Q: 3 clusters Score -919694.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -919694.250000 Penalty: 2904.638916
	Iteration 46Q: 3 clusters Score -919694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -919693.875000 Penalty: 2904.638916
	Iteration 47Q: 3 clusters Score -919693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -919694.500000 Penalty: 2904.638916
	Iteration 48Q: 3 clusters Score -919694.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -919694.500000 Penalty: 2904.638916
	Iteration 49F: 3 clusters Score -919694.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -146342.109375 Penalty: 1162.498047
	Iteration 0F: 2 clusters Score -146342.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -144723.625000 Penalty: 2324.996094
	Iteration 0F: 3 clusters Score -144723.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145059.296875 Penalty: 2324.996094
	Iteration 1F: 3 clusters Score -145059.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145151.937500 Penalty: 2324.996094
	Iteration 2F: 3 clusters Score -145151.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145205.281250 Penalty: 2324.996094
	Iteration 3Q: 3 clusters Score -145205.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -145235.734375 Penalty: 2324.996094
	Iteration 4Q: 3 clusters Score -145235.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145242.843750 Penalty: 2324.996094
	Iteration 5Q: 3 clusters Score -145242.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145253.859375 Penalty: 2324.996094
	Iteration 6Q: 3 clusters Score -145253.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145265.656250 Penalty: 2324.996094
	Iteration 7Q: 3 clusters Score -145265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -145270.078125 Penalty: 2324.996094
	Iteration 8Q: 3 clusters Score -145270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -145275.703125 Penalty: 2324.996094
	Iteration 9Q: 3 clusters Score -145275.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -145282.125000 Penalty: 2324.996094
	Iteration 10Q: 3 clusters Score -145282.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145288.406250 Penalty: 2324.996094
	Iteration 11Q: 3 clusters Score -145288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -145291.687500 Penalty: 2324.996094
	Iteration 12Q: 3 clusters Score -145291.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145299.750000 Penalty: 2324.996094
	Iteration 13Q: 3 clusters Score -145299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145308.828125 Penalty: 2324.996094
	Iteration 14Q: 3 clusters Score -145308.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -145314.468750 Penalty: 2324.996094
	Iteration 15Q: 3 clusters Score -145314.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145317.468750 Penalty: 2324.996094
	Iteration 16Q: 3 clusters Score -145317.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145320.875000 Penalty: 2324.996094
	Iteration 17Q: 3 clusters Score -145320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145320.875000 Penalty: 2324.996094
	Iteration 18F: 3 clusters Score -145320.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -12877.975586 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -12877.98 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 78 members 
Entering Unmasked Estep 
Score: -12220.342773 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -12220.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12337.953125 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -12337.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12369.474609 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -12369.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12404.692383 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -12404.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12405.954102 Penalty: 1645.343384
	Iteration 4Q: 3 clusters Score -12405.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12405.954102 Penalty: 1645.343384
	Iteration 5F: 3 clusters Score -12405.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -277633.312500 Penalty: 1263.686890
	Iteration 0F: 2 clusters Score -277633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -275289.906250 Penalty: 2527.373779
	Iteration 0F: 3 clusters Score -275289.9 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -275832.343750 Penalty: 2527.373779
	Iteration 1F: 3 clusters Score -275832.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -275993.468750 Penalty: 2527.373779
	Iteration 2F: 3 clusters Score -275993.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -276094.656250 Penalty: 2527.373779
	Iteration 3F: 3 clusters Score -276094.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -276166.593750 Penalty: 2527.373779
	Iteration 4Q: 3 clusters Score -276166.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -276213.500000 Penalty: 2527.373779
	Iteration 5Q: 3 clusters Score -276213.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -276251.500000 Penalty: 2527.373779
	Iteration 6Q: 3 clusters Score -276251.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -276289.562500 Penalty: 2527.373779
	Iteration 7Q: 3 clusters Score -276289.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -276330.156250 Penalty: 2527.373779
	Iteration 8Q: 3 clusters Score -276330.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -276374.656250 Penalty: 2527.373779
	Iteration 9Q: 3 clusters Score -276374.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -276413.625000 Penalty: 2527.373779
	Iteration 10Q: 3 clusters Score -276413.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -276455.156250 Penalty: 2527.373779
	Iteration 11Q: 3 clusters Score -276455.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -276518.531250 Penalty: 2527.373779
	Iteration 12Q: 3 clusters Score -276518.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -276598.031250 Penalty: 2527.373779
	Iteration 13Q: 3 clusters Score -276598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -276670.843750 Penalty: 2527.373779
	Iteration 14Q: 3 clusters Score -276670.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -276744.906250 Penalty: 2527.373779
	Iteration 15Q: 3 clusters Score -276744.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -276835.250000 Penalty: 2527.373779
	Iteration 16Q: 3 clusters Score -276835.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -276909.906250 Penalty: 2527.373779
	Iteration 17Q: 3 clusters Score -276909.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -276995.812500 Penalty: 2527.373779
	Iteration 18Q: 3 clusters Score -276995.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -277069.593750 Penalty: 2527.373779
	Iteration 19Q: 3 clusters Score -277069.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -277129.093750 Penalty: 2527.373779
	Iteration 20F: 3 clusters Score -277129.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -277156.625000 Penalty: 2527.373779
	Iteration 21Q: 3 clusters Score -277156.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -277175.937500 Penalty: 2527.373779
	Iteration 22Q: 3 clusters Score -277175.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -277184.437500 Penalty: 2527.373779
	Iteration 23Q: 3 clusters Score -277184.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -277189.625000 Penalty: 2527.373779
	Iteration 24Q: 3 clusters Score -277189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -277190.437500 Penalty: 2527.373779
	Iteration 25Q: 3 clusters Score -277190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -277192.187500 Penalty: 2527.373779
	Iteration 26Q: 3 clusters Score -277192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -277192.718750 Penalty: 2527.373779
	Iteration 27Q: 3 clusters Score -277192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -277193.500000 Penalty: 2527.373779
	Iteration 28Q: 3 clusters Score -277193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -277193.812500 Penalty: 2527.373779
	Iteration 29Q: 3 clusters Score -277193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -277196.906250 Penalty: 2527.373779
	Iteration 30Q: 3 clusters Score -277196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -277200.875000 Penalty: 2527.373779
	Iteration 31Q: 3 clusters Score -277200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -277200.875000 Penalty: 2527.373779
	Iteration 32F: 3 clusters Score -277200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Entering Unmasked Estep 
Score: -6410134.500000 Penalty: 1759.224854
	Iteration 0F: 2 clusters Score -6410134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -6377599.000000 Penalty: 3518.449707
	Iteration 0F: 3 clusters Score -6377599 nChanged 23503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -6391781.000000 Penalty: 3518.449707
	Iteration 1F: 3 clusters Score -6391781 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -6392978.500000 Penalty: 3518.449707
	Iteration 2F: 3 clusters Score -6392978 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -6394571.500000 Penalty: 3518.449707
	Iteration 3F: 3 clusters Score -6394572 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -6396941.500000 Penalty: 3518.449707
	Iteration 4F: 3 clusters Score -6396942 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -6400286.000000 Penalty: 3518.449707
	Iteration 5F: 3 clusters Score -6400286 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -6403857.000000 Penalty: 3518.449707
	Iteration 6F: 3 clusters Score -6403857 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -6405916.000000 Penalty: 3518.449707
	Iteration 7F: 3 clusters Score -6405916 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -6406756.500000 Penalty: 3518.449707
	Iteration 8Q: 3 clusters Score -6406756 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -6407116.500000 Penalty: 3518.449707
	Iteration 9Q: 3 clusters Score -6407116 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -6407337.000000 Penalty: 3518.449707
	Iteration 10Q: 3 clusters Score -6407337 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -6407541.000000 Penalty: 3518.449707
	Iteration 11Q: 3 clusters Score -6407541 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -6407693.500000 Penalty: 3518.449707
	Iteration 12Q: 3 clusters Score -6407694 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -6407812.000000 Penalty: 3518.449707
	Iteration 13Q: 3 clusters Score -6407812 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -6407948.000000 Penalty: 3518.449707
	Iteration 14Q: 3 clusters Score -6407948 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -6408153.500000 Penalty: 3518.449707
	Iteration 15Q: 3 clusters Score -6408154 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -6408274.500000 Penalty: 3518.449707
	Iteration 16Q: 3 clusters Score -6408274 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -6408367.000000 Penalty: 3518.449707
	Iteration 17Q: 3 clusters Score -6408367 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -6408462.000000 Penalty: 3518.449707
	Iteration 18Q: 3 clusters Score -6408462 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -6408519.000000 Penalty: 3518.449707
	Iteration 19Q: 3 clusters Score -6408519 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -6408630.000000 Penalty: 3518.449707
	Iteration 20F: 3 clusters Score -6408630 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -6408673.500000 Penalty: 3518.449707
	Iteration 21Q: 3 clusters Score -6408674 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -6408678.500000 Penalty: 3518.449707
	Iteration 22Q: 3 clusters Score -6408678 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -6408697.500000 Penalty: 3518.449707
	Iteration 23Q: 3 clusters Score -6408698 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -6408702.500000 Penalty: 3518.449707
	Iteration 24Q: 3 clusters Score -6408702 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -6408760.000000 Penalty: 3518.449707
	Iteration 25Q: 3 clusters Score -6408760 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -6408790.500000 Penalty: 3518.449707
	Iteration 26Q: 3 clusters Score -6408790 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -6408830.000000 Penalty: 3518.449707
	Iteration 27Q: 3 clusters Score -6408830 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -6408836.500000 Penalty: 3518.449707
	Iteration 28Q: 3 clusters Score -6408836 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -6408826.500000 Penalty: 3518.449707
	Iteration 29Q: 3 clusters Score -6408826 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -6408838.500000 Penalty: 3518.449707
	Iteration 30Q: 3 clusters Score -6408838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -6408844.000000 Penalty: 3518.449707
	Iteration 31Q: 3 clusters Score -6408844 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -6408837.500000 Penalty: 3518.449707
	Iteration 32Q: 3 clusters Score -6408838 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -6408848.000000 Penalty: 3518.449707
	Iteration 33Q: 3 clusters Score -6408848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -6408845.500000 Penalty: 3518.449707
	Iteration 34Q: 3 clusters Score -6408846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -6408834.500000 Penalty: 3518.449707
	Iteration 35Q: 3 clusters Score -6408834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -6408844.000000 Penalty: 3518.449707
	Iteration 36Q: 3 clusters Score -6408844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -6408826.500000 Penalty: 3518.449707
	Iteration 37Q: 3 clusters Score -6408826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -6408821.500000 Penalty: 3518.449707
	Iteration 38Q: 3 clusters Score -6408822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -6408818.500000 Penalty: 3518.449707
	Iteration 39Q: 3 clusters Score -6408818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -6408828.000000 Penalty: 3518.449707
	Iteration 40F: 3 clusters Score -6408828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -6408842.000000 Penalty: 3518.449707
	Iteration 41Q: 3 clusters Score -6408842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -6408845.000000 Penalty: 3518.449707
	Iteration 42Q: 3 clusters Score -6408845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -6408852.000000 Penalty: 3518.449707
	Iteration 43Q: 3 clusters Score -6408852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -6408844.500000 Penalty: 3518.449707
	Iteration 44Q: 3 clusters Score -6408844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -6408850.000000 Penalty: 3518.449707
	Iteration 45Q: 3 clusters Score -6408850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -6408845.500000 Penalty: 3518.449707
	Iteration 46Q: 3 clusters Score -6408846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -6408846.500000 Penalty: 3518.449707
	Iteration 47Q: 3 clusters Score -6408846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -6408847.000000 Penalty: 3518.449707
	Iteration 48Q: 3 clusters Score -6408847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -6408853.500000 Penalty: 3518.449707
	Iteration 49Q: 3 clusters Score -6408854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -6408852.500000 Penalty: 3518.449707
	Iteration 50Q: 3 clusters Score -6408852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -6408850.500000 Penalty: 3518.449707
	Iteration 51Q: 3 clusters Score -6408850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -6408844.000000 Penalty: 3518.449707
	Iteration 52Q: 3 clusters Score -6408844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -6408844.500000 Penalty: 3518.449707
	Iteration 53Q: 3 clusters Score -6408844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -6408848.000000 Penalty: 3518.449707
	Iteration 54Q: 3 clusters Score -6408848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -6408847.000000 Penalty: 3518.449707
	Iteration 55Q: 3 clusters Score -6408847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -6408847.000000 Penalty: 3518.449707
	Iteration 56F: 3 clusters Score -6408847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Entering Unmasked Estep 
Score: -387962.531250 Penalty: 1316.867065
	Iteration 0F: 2 clusters Score -387962.5 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 1633 members 
Entering Unmasked Estep 
Score: -385108.562500 Penalty: 2633.734131
	Iteration 0F: 3 clusters Score -385108.6 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -385857.468750 Penalty: 2633.734131
	Iteration 1F: 3 clusters Score -385857.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -386021.375000 Penalty: 2633.734131
	Iteration 2F: 3 clusters Score -386021.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -386144.812500 Penalty: 2633.734131
	Iteration 3F: 3 clusters Score -386144.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -386230.437500 Penalty: 2633.734131
	Iteration 4Q: 3 clusters Score -386230.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -386289.875000 Penalty: 2633.734131
	Iteration 5Q: 3 clusters Score -386289.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -386345.500000 Penalty: 2633.734131
	Iteration 6Q: 3 clusters Score -386345.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -386407.625000 Penalty: 2633.734131
	Iteration 7Q: 3 clusters Score -386407.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -386475.093750 Penalty: 2633.734131
	Iteration 8Q: 3 clusters Score -386475.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -386550.312500 Penalty: 2633.734131
	Iteration 9Q: 3 clusters Score -386550.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -386618.187500 Penalty: 2633.734131
	Iteration 10Q: 3 clusters Score -386618.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -386683.781250 Penalty: 2633.734131
	Iteration 11Q: 3 clusters Score -386683.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -386757.687500 Penalty: 2633.734131
	Iteration 12Q: 3 clusters Score -386757.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -386847.000000 Penalty: 2633.734131
	Iteration 13Q: 3 clusters Score -386847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -386935.562500 Penalty: 2633.734131
	Iteration 14Q: 3 clusters Score -386935.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -387005.750000 Penalty: 2633.734131
	Iteration 15Q: 3 clusters Score -387005.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -387075.187500 Penalty: 2633.734131
	Iteration 16Q: 3 clusters Score -387075.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -387126.125000 Penalty: 2633.734131
	Iteration 17Q: 3 clusters Score -387126.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -387176.062500 Penalty: 2633.734131
	Iteration 18Q: 3 clusters Score -387176.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -387213.281250 Penalty: 2633.734131
	Iteration 19Q: 3 clusters Score -387213.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -387236.031250 Penalty: 2633.734131
	Iteration 20F: 3 clusters Score -387236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -387250.218750 Penalty: 2633.734131
	Iteration 21Q: 3 clusters Score -387250.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -387269.156250 Penalty: 2633.734131
	Iteration 22Q: 3 clusters Score -387269.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -387290.406250 Penalty: 2633.734131
	Iteration 23Q: 3 clusters Score -387290.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -387306.500000 Penalty: 2633.734131
	Iteration 24Q: 3 clusters Score -387306.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -387324.812500 Penalty: 2633.734131
	Iteration 25Q: 3 clusters Score -387324.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -387341.906250 Penalty: 2633.734131
	Iteration 26Q: 3 clusters Score -387341.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -387361.781250 Penalty: 2633.734131
	Iteration 27Q: 3 clusters Score -387361.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -387387.156250 Penalty: 2633.734131
	Iteration 28Q: 3 clusters Score -387387.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -387407.906250 Penalty: 2633.734131
	Iteration 29Q: 3 clusters Score -387407.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -387423.125000 Penalty: 2633.734131
	Iteration 30Q: 3 clusters Score -387423.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -387437.906250 Penalty: 2633.734131
	Iteration 31Q: 3 clusters Score -387437.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -387456.718750 Penalty: 2633.734131
	Iteration 32Q: 3 clusters Score -387456.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -387481.031250 Penalty: 2633.734131
	Iteration 33Q: 3 clusters Score -387481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -387502.187500 Penalty: 2633.734131
	Iteration 34Q: 3 clusters Score -387502.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -387534.968750 Penalty: 2633.734131
	Iteration 35Q: 3 clusters Score -387535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -387559.000000 Penalty: 2633.734131
	Iteration 36Q: 3 clusters Score -387559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -387576.937500 Penalty: 2633.734131
	Iteration 37Q: 3 clusters Score -387576.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -387585.125000 Penalty: 2633.734131
	Iteration 38Q: 3 clusters Score -387585.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -387591.843750 Penalty: 2633.734131
	Iteration 39Q: 3 clusters Score -387591.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -387599.031250 Penalty: 2633.734131
	Iteration 40F: 3 clusters Score -387599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -387605.312500 Penalty: 2633.734131
	Iteration 41Q: 3 clusters Score -387605.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -387612.812500 Penalty: 2633.734131
	Iteration 42Q: 3 clusters Score -387612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -387614.906250 Penalty: 2633.734131
	Iteration 43Q: 3 clusters Score -387614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -387615.375000 Penalty: 2633.734131
	Iteration 44Q: 3 clusters Score -387615.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -387615.375000 Penalty: 2633.734131
	Iteration 45F: 3 clusters Score -387615.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -243582.000000 Penalty: 1242.920166
	Iteration 0F: 2 clusters Score -243582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -241432.812500 Penalty: 2485.840332
	Iteration 0F: 3 clusters Score -241432.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -241957.265625 Penalty: 2485.840332
	Iteration 1F: 3 clusters Score -241957.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -242113.906250 Penalty: 2485.840332
	Iteration 2F: 3 clusters Score -242113.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -242216.875000 Penalty: 2485.840332
	Iteration 3F: 3 clusters Score -242216.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -242280.546875 Penalty: 2485.840332
	Iteration 4Q: 3 clusters Score -242280.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -242312.750000 Penalty: 2485.840332
	Iteration 5Q: 3 clusters Score -242312.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242346.078125 Penalty: 2485.840332
	Iteration 6Q: 3 clusters Score -242346.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -242379.718750 Penalty: 2485.840332
	Iteration 7Q: 3 clusters Score -242379.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -242423.859375 Penalty: 2485.840332
	Iteration 8Q: 3 clusters Score -242423.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -242480.875000 Penalty: 2485.840332
	Iteration 9Q: 3 clusters Score -242480.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -242536.265625 Penalty: 2485.840332
	Iteration 10Q: 3 clusters Score -242536.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -242575.046875 Penalty: 2485.840332
	Iteration 11Q: 3 clusters Score -242575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -242610.531250 Penalty: 2485.840332
	Iteration 12Q: 3 clusters Score -242610.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -242637.500000 Penalty: 2485.840332
	Iteration 13Q: 3 clusters Score -242637.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -242669.718750 Penalty: 2485.840332
	Iteration 14Q: 3 clusters Score -242669.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -242690.906250 Penalty: 2485.840332
	Iteration 15Q: 3 clusters Score -242690.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -242712.000000 Penalty: 2485.840332
	Iteration 16Q: 3 clusters Score -242712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -242737.406250 Penalty: 2485.840332
	Iteration 17Q: 3 clusters Score -242737.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -242768.109375 Penalty: 2485.840332
	Iteration 18Q: 3 clusters Score -242768.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -242791.437500 Penalty: 2485.840332
	Iteration 19Q: 3 clusters Score -242791.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -242824.593750 Penalty: 2485.840332
	Iteration 20F: 3 clusters Score -242824.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -242862.234375 Penalty: 2485.840332
	Iteration 21Q: 3 clusters Score -242862.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -242888.265625 Penalty: 2485.840332
	Iteration 22Q: 3 clusters Score -242888.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -242903.468750 Penalty: 2485.840332
	Iteration 23Q: 3 clusters Score -242903.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242913.640625 Penalty: 2485.840332
	Iteration 24Q: 3 clusters Score -242913.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242921.546875 Penalty: 2485.840332
	Iteration 25Q: 3 clusters Score -242921.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -242931.484375 Penalty: 2485.840332
	Iteration 26Q: 3 clusters Score -242931.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -242937.187500 Penalty: 2485.840332
	Iteration 27Q: 3 clusters Score -242937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -242940.593750 Penalty: 2485.840332
	Iteration 28Q: 3 clusters Score -242940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -242943.312500 Penalty: 2485.840332
	Iteration 29Q: 3 clusters Score -242943.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -242945.734375 Penalty: 2485.840332
	Iteration 30Q: 3 clusters Score -242945.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -242947.671875 Penalty: 2485.840332
	Iteration 31Q: 3 clusters Score -242947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -242947.796875 Penalty: 2485.840332
	Iteration 32Q: 3 clusters Score -242947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -242948.203125 Penalty: 2485.840332
	Iteration 33Q: 3 clusters Score -242948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -242949.296875 Penalty: 2485.840332
	Iteration 34Q: 3 clusters Score -242949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -242949.296875 Penalty: 2485.840332
	Iteration 35F: 3 clusters Score -242949.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -3988.741211 Penalty: 718.061584
	Iteration 0F: 2 clusters Score -3988.741 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 31 members 
Entering Unmasked Estep 
Score: -3582.784424 Penalty: 1436.123169
	Iteration 0F: 3 clusters Score -3582.784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3607.840088 Penalty: 1436.123169
	Iteration 1Q: 3 clusters Score -3607.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3614.256592 Penalty: 1436.123169
	Iteration 2Q: 3 clusters Score -3614.257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3614.256592 Penalty: 1436.123169
	Iteration 3F: 3 clusters Score -3614.257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Entering Unmasked Estep 
Score: -1205874.625000 Penalty: 1496.891357
	Iteration 0F: 2 clusters Score -1205875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1198695.000000 Penalty: 2993.782715
	Iteration 0F: 3 clusters Score -1198695 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1200992.250000 Penalty: 2993.782715
	Iteration 1F: 3 clusters Score -1200992 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1201174.250000 Penalty: 2993.782715
	Iteration 2F: 3 clusters Score -1201174 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1201292.000000 Penalty: 2993.782715
	Iteration 3Q: 3 clusters Score -1201292 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1201373.375000 Penalty: 2993.782715
	Iteration 4Q: 3 clusters Score -1201373 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1201426.750000 Penalty: 2993.782715
	Iteration 5Q: 3 clusters Score -1201427 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1201472.500000 Penalty: 2993.782715
	Iteration 6Q: 3 clusters Score -1201472 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1201514.375000 Penalty: 2993.782715
	Iteration 7Q: 3 clusters Score -1201514 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1201547.625000 Penalty: 2993.782715
	Iteration 8Q: 3 clusters Score -1201548 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1201588.125000 Penalty: 2993.782715
	Iteration 9Q: 3 clusters Score -1201588 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1201625.625000 Penalty: 2993.782715
	Iteration 10Q: 3 clusters Score -1201626 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1201676.375000 Penalty: 2993.782715
	Iteration 11Q: 3 clusters Score -1201676 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1201731.125000 Penalty: 2993.782715
	Iteration 12Q: 3 clusters Score -1201731 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1201790.375000 Penalty: 2993.782715
	Iteration 13Q: 3 clusters Score -1201790 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1201863.250000 Penalty: 2993.782715
	Iteration 14Q: 3 clusters Score -1201863 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1201966.750000 Penalty: 2993.782715
	Iteration 15Q: 3 clusters Score -1201967 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1202119.125000 Penalty: 2993.782715
	Iteration 16Q: 3 clusters Score -1202119 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1202329.125000 Penalty: 2993.782715
	Iteration 17Q: 3 clusters Score -1202329 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1202643.750000 Penalty: 2993.782715
	Iteration 18Q: 3 clusters Score -1202644 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1203014.125000 Penalty: 2993.782715
	Iteration 19F: 3 clusters Score -1203014 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1203401.125000 Penalty: 2993.782715
	Iteration 20F: 3 clusters Score -1203401 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1203769.250000 Penalty: 2993.782715
	Iteration 21Q: 3 clusters Score -1203769 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1204030.875000 Penalty: 2993.782715
	Iteration 22Q: 3 clusters Score -1204031 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1204197.750000 Penalty: 2993.782715
	Iteration 23Q: 3 clusters Score -1204198 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1204309.750000 Penalty: 2993.782715
	Iteration 24Q: 3 clusters Score -1204310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1204387.750000 Penalty: 2993.782715
	Iteration 25Q: 3 clusters Score -1204388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1204434.375000 Penalty: 2993.782715
	Iteration 26Q: 3 clusters Score -1204434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1204470.625000 Penalty: 2993.782715
	Iteration 27Q: 3 clusters Score -1204471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1204489.000000 Penalty: 2993.782715
	Iteration 28Q: 3 clusters Score -1204489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1204501.875000 Penalty: 2993.782715
	Iteration 29Q: 3 clusters Score -1204502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1204513.625000 Penalty: 2993.782715
	Iteration 30Q: 3 clusters Score -1204514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1204525.875000 Penalty: 2993.782715
	Iteration 31Q: 3 clusters Score -1204526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1204538.375000 Penalty: 2993.782715
	Iteration 32Q: 3 clusters Score -1204538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1204554.000000 Penalty: 2993.782715
	Iteration 33Q: 3 clusters Score -1204554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1204570.500000 Penalty: 2993.782715
	Iteration 34Q: 3 clusters Score -1204570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1204584.000000 Penalty: 2993.782715
	Iteration 35Q: 3 clusters Score -1204584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1204590.125000 Penalty: 2993.782715
	Iteration 36Q: 3 clusters Score -1204590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1204598.875000 Penalty: 2993.782715
	Iteration 37Q: 3 clusters Score -1204599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1204599.500000 Penalty: 2993.782715
	Iteration 38Q: 3 clusters Score -1204600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1204604.000000 Penalty: 2993.782715
	Iteration 39Q: 3 clusters Score -1204604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1204604.875000 Penalty: 2993.782715
	Iteration 40F: 3 clusters Score -1204605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1204606.375000 Penalty: 2993.782715
	Iteration 41Q: 3 clusters Score -1204606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1204606.500000 Penalty: 2993.782715
	Iteration 42Q: 3 clusters Score -1204606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1204606.500000 Penalty: 2993.782715
	Iteration 43F: 3 clusters Score -1204606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -22043.947266 Penalty: 878.665405
	Iteration 0F: 2 clusters Score -22043.95 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 123 members 
Entering Unmasked Estep 
Score: -21262.955078 Penalty: 1757.330811
	Iteration 0F: 3 clusters Score -21262.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21353.935547 Penalty: 1757.330811
	Iteration 1F: 3 clusters Score -21353.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21383.574219 Penalty: 1757.330811
	Iteration 2Q: 3 clusters Score -21383.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21396.738281 Penalty: 1757.330811
	Iteration 3Q: 3 clusters Score -21396.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21413.142578 Penalty: 1757.330811
	Iteration 4Q: 3 clusters Score -21413.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21413.142578 Penalty: 1757.330811
	Iteration 5F: 3 clusters Score -21413.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -33055.269531 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -33055.27 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 174 members 
Entering Unmasked Estep 
Score: -32191.681641 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -32191.68 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32358.662109 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -32358.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32404.039062 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -32404.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32422.947266 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -32422.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32445.470703 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -32445.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32468.408203 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -32468.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32474.078125 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -32474.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32476.156250 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -32476.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32477.980469 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -32477.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32480.681641 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -32480.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32481.517578 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -32481.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32481.517578 Penalty: 1911.173340
	Iteration 11F: 3 clusters Score -32481.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (95100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95100 members 
Entering Unmasked Estep 
Score: -11890606.000000 Penalty: 1862.686279
	Iteration 0F: 2 clusters Score -1.189061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -11830377.000000 Penalty: 3725.372559
	Iteration 0F: 3 clusters Score -1.183038e+07 nChanged 45574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -11857323.000000 Penalty: 3725.372559
	Iteration 1F: 3 clusters Score -1.185732e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -11858639.000000 Penalty: 3725.372559
	Iteration 2Q: 3 clusters Score -1.185864e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -11860533.000000 Penalty: 3725.372559
	Iteration 3F: 3 clusters Score -1.186053e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -11863949.000000 Penalty: 3725.372559
	Iteration 4F: 3 clusters Score -1.186395e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -11868708.000000 Penalty: 3725.372559
	Iteration 5F: 3 clusters Score -1.186871e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -11874546.000000 Penalty: 3725.372559
	Iteration 6F: 3 clusters Score -1.187455e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -11879617.000000 Penalty: 3725.372559
	Iteration 7F: 3 clusters Score -1.187962e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -11881710.000000 Penalty: 3725.372559
	Iteration 8Q: 3 clusters Score -1.188171e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -11882435.000000 Penalty: 3725.372559
	Iteration 9Q: 3 clusters Score -1.188244e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -11882863.000000 Penalty: 3725.372559
	Iteration 10Q: 3 clusters Score -1.188286e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -11883283.000000 Penalty: 3725.372559
	Iteration 11Q: 3 clusters Score -1.188328e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -11883650.000000 Penalty: 3725.372559
	Iteration 12Q: 3 clusters Score -1.188365e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -11883886.000000 Penalty: 3725.372559
	Iteration 13Q: 3 clusters Score -1.188389e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -11884220.000000 Penalty: 3725.372559
	Iteration 14Q: 3 clusters Score -1.188422e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -11884354.000000 Penalty: 3725.372559
	Iteration 15Q: 3 clusters Score -1.188435e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -11884543.000000 Penalty: 3725.372559
	Iteration 16Q: 3 clusters Score -1.188454e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -11884572.000000 Penalty: 3725.372559
	Iteration 17Q: 3 clusters Score -1.188457e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -11884476.000000 Penalty: 3725.372559
	Iteration 18Q: 3 clusters Score -1.188448e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -11884488.000000 Penalty: 3725.372559
	Iteration 19Q: 3 clusters Score -1.188449e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -11884475.000000 Penalty: 3725.372559
	Iteration 20F: 3 clusters Score -1.188448e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -11884404.000000 Penalty: 3725.372559
	Iteration 21Q: 3 clusters Score -1.18844e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -11884361.000000 Penalty: 3725.372559
	Iteration 22Q: 3 clusters Score -1.188436e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -11884273.000000 Penalty: 3725.372559
	Iteration 23Q: 3 clusters Score -1.188427e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -11884225.000000 Penalty: 3725.372559
	Iteration 24Q: 3 clusters Score -1.188422e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -11884166.000000 Penalty: 3725.372559
	Iteration 25Q: 3 clusters Score -1.188417e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -11884139.000000 Penalty: 3725.372559
	Iteration 26Q: 3 clusters Score -1.188414e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -11884112.000000 Penalty: 3725.372559
	Iteration 27Q: 3 clusters Score -1.188411e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -11884071.000000 Penalty: 3725.372559
	Iteration 28Q: 3 clusters Score -1.188407e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -11884041.000000 Penalty: 3725.372559
	Iteration 29Q: 3 clusters Score -1.188404e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -11883925.000000 Penalty: 3725.372559
	Iteration 30Q: 3 clusters Score -1.188392e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -11883884.000000 Penalty: 3725.372559
	Iteration 31Q: 3 clusters Score -1.188388e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -11883817.000000 Penalty: 3725.372559
	Iteration 32Q: 3 clusters Score -1.188382e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -11883800.000000 Penalty: 3725.372559
	Iteration 33Q: 3 clusters Score -1.18838e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -11883833.000000 Penalty: 3725.372559
	Iteration 34Q: 3 clusters Score -1.188383e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -11883774.000000 Penalty: 3725.372559
	Iteration 35Q: 3 clusters Score -1.188377e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -11883653.000000 Penalty: 3725.372559
	Iteration 36Q: 3 clusters Score -1.188365e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -11883571.000000 Penalty: 3725.372559
	Iteration 37Q: 3 clusters Score -1.188357e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -11883539.000000 Penalty: 3725.372559
	Iteration 38Q: 3 clusters Score -1.188354e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -11883474.000000 Penalty: 3725.372559
	Iteration 39Q: 3 clusters Score -1.188347e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -11883405.000000 Penalty: 3725.372559
	Iteration 40F: 3 clusters Score -1.18834e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -11883383.000000 Penalty: 3725.372559
	Iteration 41Q: 3 clusters Score -1.188338e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -11883295.000000 Penalty: 3725.372559
	Iteration 42Q: 3 clusters Score -1.18833e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -11883185.000000 Penalty: 3725.372559
	Iteration 43Q: 3 clusters Score -1.188318e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -11883085.000000 Penalty: 3725.372559
	Iteration 44Q: 3 clusters Score -1.188308e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -11883039.000000 Penalty: 3725.372559
	Iteration 45Q: 3 clusters Score -1.188304e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -11882971.000000 Penalty: 3725.372559
	Iteration 46Q: 3 clusters Score -1.188297e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -11882902.000000 Penalty: 3725.372559
	Iteration 47Q: 3 clusters Score -1.18829e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -11882821.000000 Penalty: 3725.372559
	Iteration 48Q: 3 clusters Score -1.188282e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -11882822.000000 Penalty: 3725.372559
	Iteration 49Q: 3 clusters Score -1.188282e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -11882780.000000 Penalty: 3725.372559
	Iteration 50Q: 3 clusters Score -1.188278e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -11882735.000000 Penalty: 3725.372559
	Iteration 51Q: 3 clusters Score -1.188274e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -11882654.000000 Penalty: 3725.372559
	Iteration 52Q: 3 clusters Score -1.188265e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -11882595.000000 Penalty: 3725.372559
	Iteration 53Q: 3 clusters Score -1.18826e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -11882576.000000 Penalty: 3725.372559
	Iteration 54Q: 3 clusters Score -1.188258e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -11882548.000000 Penalty: 3725.372559
	Iteration 55Q: 3 clusters Score -1.188255e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -11882506.000000 Penalty: 3725.372559
	Iteration 56Q: 3 clusters Score -1.188251e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -11882400.000000 Penalty: 3725.372559
	Iteration 57Q: 3 clusters Score -1.18824e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -11882361.000000 Penalty: 3725.372559
	Iteration 58Q: 3 clusters Score -1.188236e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -11882309.000000 Penalty: 3725.372559
	Iteration 59Q: 3 clusters Score -1.188231e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -11882290.000000 Penalty: 3725.372559
	Iteration 60F: 3 clusters Score -1.188229e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -11882276.000000 Penalty: 3725.372559
	Iteration 61Q: 3 clusters Score -1.188228e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -11882269.000000 Penalty: 3725.372559
	Iteration 62Q: 3 clusters Score -1.188227e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -11882226.000000 Penalty: 3725.372559
	Iteration 63Q: 3 clusters Score -1.188223e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -11882230.000000 Penalty: 3725.372559
	Iteration 64Q: 3 clusters Score -1.188223e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -11882200.000000 Penalty: 3725.372559
	Iteration 65Q: 3 clusters Score -1.18822e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -11882167.000000 Penalty: 3725.372559
	Iteration 66Q: 3 clusters Score -1.188217e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -11882149.000000 Penalty: 3725.372559
	Iteration 67Q: 3 clusters Score -1.188215e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -11882126.000000 Penalty: 3725.372559
	Iteration 68Q: 3 clusters Score -1.188213e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -11882117.000000 Penalty: 3725.372559
	Iteration 69Q: 3 clusters Score -1.188212e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -11882094.000000 Penalty: 3725.372559
	Iteration 70Q: 3 clusters Score -1.188209e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -11882077.000000 Penalty: 3725.372559
	Iteration 71Q: 3 clusters Score -1.188208e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -11882027.000000 Penalty: 3725.372559
	Iteration 72Q: 3 clusters Score -1.188203e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -11881982.000000 Penalty: 3725.372559
	Iteration 73Q: 3 clusters Score -1.188198e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -11881988.000000 Penalty: 3725.372559
	Iteration 74Q: 3 clusters Score -1.188199e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -11881984.000000 Penalty: 3725.372559
	Iteration 75Q: 3 clusters Score -1.188198e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -11881978.000000 Penalty: 3725.372559
	Iteration 76Q: 3 clusters Score -1.188198e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -11881945.000000 Penalty: 3725.372559
	Iteration 77Q: 3 clusters Score -1.188194e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -11881919.000000 Penalty: 3725.372559
	Iteration 78Q: 3 clusters Score -1.188192e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -11881893.000000 Penalty: 3725.372559
	Iteration 79Q: 3 clusters Score -1.188189e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -11881826.000000 Penalty: 3725.372559
	Iteration 80F: 3 clusters Score -1.188183e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -11881818.000000 Penalty: 3725.372559
	Iteration 81Q: 3 clusters Score -1.188182e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -11881758.000000 Penalty: 3725.372559
	Iteration 82Q: 3 clusters Score -1.188176e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -11881778.000000 Penalty: 3725.372559
	Iteration 83Q: 3 clusters Score -1.188178e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -11881728.000000 Penalty: 3725.372559
	Iteration 84Q: 3 clusters Score -1.188173e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -11881674.000000 Penalty: 3725.372559
	Iteration 85Q: 3 clusters Score -1.188167e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -11881662.000000 Penalty: 3725.372559
	Iteration 86Q: 3 clusters Score -1.188166e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -11881573.000000 Penalty: 3725.372559
	Iteration 87Q: 3 clusters Score -1.188157e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -11881523.000000 Penalty: 3725.372559
	Iteration 88Q: 3 clusters Score -1.188152e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -11881469.000000 Penalty: 3725.372559
	Iteration 89Q: 3 clusters Score -1.188147e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -11881394.000000 Penalty: 3725.372559
	Iteration 90Q: 3 clusters Score -1.188139e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -11881355.000000 Penalty: 3725.372559
	Iteration 91Q: 3 clusters Score -1.188136e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -11881291.000000 Penalty: 3725.372559
	Iteration 92Q: 3 clusters Score -1.188129e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -11881242.000000 Penalty: 3725.372559
	Iteration 93Q: 3 clusters Score -1.188124e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -11881144.000000 Penalty: 3725.372559
	Iteration 94Q: 3 clusters Score -1.188114e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -11881076.000000 Penalty: 3725.372559
	Iteration 95Q: 3 clusters Score -1.188108e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -11881041.000000 Penalty: 3725.372559
	Iteration 96Q: 3 clusters Score -1.188104e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -11880951.000000 Penalty: 3725.372559
	Iteration 97Q: 3 clusters Score -1.188095e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -11880874.000000 Penalty: 3725.372559
	Iteration 98Q: 3 clusters Score -1.188087e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -11880845.000000 Penalty: 3725.372559
	Iteration 99Q: 3 clusters Score -1.188084e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -11880815.000000 Penalty: 3725.372559
	Iteration 100F: 3 clusters Score -1.188082e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -11880838.000000 Penalty: 3725.372559
	Iteration 101Q: 3 clusters Score -1.188084e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -11880878.000000 Penalty: 3725.372559
	Iteration 102Q: 3 clusters Score -1.188088e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -11880923.000000 Penalty: 3725.372559
	Iteration 103Q: 3 clusters Score -1.188092e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -11881009.000000 Penalty: 3725.372559
	Iteration 104Q: 3 clusters Score -1.188101e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -11881081.000000 Penalty: 3725.372559
	Iteration 105Q: 3 clusters Score -1.188108e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -11881223.000000 Penalty: 3725.372559
	Iteration 106Q: 3 clusters Score -1.188122e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -11881443.000000 Penalty: 3725.372559
	Iteration 107Q: 3 clusters Score -1.188144e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 73227 members 
Entering Unmasked Estep 
Score: -11881690.000000 Penalty: 3725.372559
	Iteration 108Q: 3 clusters Score -1.188169e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -11881903.000000 Penalty: 3725.372559
	Iteration 109Q: 3 clusters Score -1.18819e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -11882123.000000 Penalty: 3725.372559
	Iteration 110Q: 3 clusters Score -1.188212e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -11882352.000000 Penalty: 3725.372559
	Iteration 111Q: 3 clusters Score -1.188235e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -11882650.000000 Penalty: 3725.372559
	Iteration 112Q: 3 clusters Score -1.188265e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 79380 members 
Entering Unmasked Estep 
Score: -11883021.000000 Penalty: 3725.372559
	Iteration 113Q: 3 clusters Score -1.188302e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -11883367.000000 Penalty: 3725.372559
	Iteration 114Q: 3 clusters Score -1.188337e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -11884007.000000 Penalty: 3725.372559
	Iteration 115Q: 3 clusters Score -1.188401e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -11884965.000000 Penalty: 3725.372559
	Iteration 116Q: 3 clusters Score -1.188496e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -11885935.000000 Penalty: 3725.372559
	Iteration 117Q: 3 clusters Score -1.188594e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -11886899.000000 Penalty: 3725.372559
	Iteration 118Q: 3 clusters Score -1.18869e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -11887800.000000 Penalty: 3725.372559
	Iteration 119Q: 3 clusters Score -1.18878e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -11888419.000000 Penalty: 3725.372559
	Iteration 120F: 3 clusters Score -1.188842e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -11888978.000000 Penalty: 3725.372559
	Iteration 121Q: 3 clusters Score -1.188898e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -11889258.000000 Penalty: 3725.372559
	Iteration 122Q: 3 clusters Score -1.188926e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -11889329.000000 Penalty: 3725.372559
	Iteration 123Q: 3 clusters Score -1.188933e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -11889410.000000 Penalty: 3725.372559
	Iteration 124Q: 3 clusters Score -1.188941e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -11889439.000000 Penalty: 3725.372559
	Iteration 125Q: 3 clusters Score -1.188944e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -11889448.000000 Penalty: 3725.372559
	Iteration 126Q: 3 clusters Score -1.188945e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 94068 members 
Entering Unmasked Estep 
Score: -11889470.000000 Penalty: 3725.372559
	Iteration 127Q: 3 clusters Score -1.188947e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 94225 members 
Entering Unmasked Estep 
Score: -11889440.000000 Penalty: 3725.372559
	Iteration 128Q: 3 clusters Score -1.188944e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 94342 members 
Entering Unmasked Estep 
Score: -11889399.000000 Penalty: 3725.372559
	Iteration 129Q: 3 clusters Score -1.18894e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -11889401.000000 Penalty: 3725.372559
	Iteration 130Q: 3 clusters Score -1.18894e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 94501 members 
Entering Unmasked Estep 
Score: -11889354.000000 Penalty: 3725.372559
	Iteration 131Q: 3 clusters Score -1.188935e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -11889342.000000 Penalty: 3725.372559
	Iteration 132Q: 3 clusters Score -1.188934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -11889350.000000 Penalty: 3725.372559
	Iteration 133Q: 3 clusters Score -1.188935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -11889348.000000 Penalty: 3725.372559
	Iteration 134Q: 3 clusters Score -1.188935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 94601 members 
Entering Unmasked Estep 
Score: -11889344.000000 Penalty: 3725.372559
	Iteration 135Q: 3 clusters Score -1.188934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 94611 members 
Entering Unmasked Estep 
Score: -11889352.000000 Penalty: 3725.372559
	Iteration 136Q: 3 clusters Score -1.188935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -11889336.000000 Penalty: 3725.372559
	Iteration 137Q: 3 clusters Score -1.188934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 94629 members 
Entering Unmasked Estep 
Score: -11889346.000000 Penalty: 3725.372559
	Iteration 138Q: 3 clusters Score -1.188935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -11889332.000000 Penalty: 3725.372559
	Iteration 139Q: 3 clusters Score -1.188933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -11889326.000000 Penalty: 3725.372559
	Iteration 140F: 3 clusters Score -1.188933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 94648 members 
Entering Unmasked Estep 
Score: -11889327.000000 Penalty: 3725.372559
	Iteration 141Q: 3 clusters Score -1.188933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -11889326.000000 Penalty: 3725.372559
	Iteration 142Q: 3 clusters Score -1.188933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 94657 members 
Entering Unmasked Estep 
Score: -11889330.000000 Penalty: 3725.372559
	Iteration 143Q: 3 clusters Score -1.188933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -11889324.000000 Penalty: 3725.372559
	Iteration 144Q: 3 clusters Score -1.188932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -11889316.000000 Penalty: 3725.372559
	Iteration 145Q: 3 clusters Score -1.188932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -11889325.000000 Penalty: 3725.372559
	Iteration 146Q: 3 clusters Score -1.188932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -11889324.000000 Penalty: 3725.372559
	Iteration 147Q: 3 clusters Score -1.188932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 94659 members 
Entering Unmasked Estep 
Score: -11889319.000000 Penalty: 3725.372559
	Iteration 148Q: 3 clusters Score -1.188932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 94659 members 
Entering Unmasked Estep 
Score: -11889319.000000 Penalty: 3725.372559
	Iteration 149F: 3 clusters Score -1.188932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (69967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Entering Unmasked Estep 
Score: -8629192.000000 Penalty: 1812.814087
	Iteration 0F: 2 clusters Score -8629192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -8582655.000000 Penalty: 3625.628174
	Iteration 0F: 3 clusters Score -8582655 nChanged 33268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -8601250.000000 Penalty: 3625.628174
	Iteration 1F: 3 clusters Score -8601250 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -8601923.000000 Penalty: 3625.628174
	Iteration 2Q: 3 clusters Score -8601923 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -8602790.000000 Penalty: 3625.628174
	Iteration 3Q: 3 clusters Score -8602790 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -8604058.000000 Penalty: 3625.628174
	Iteration 4Q: 3 clusters Score -8604058 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -8606279.000000 Penalty: 3625.628174
	Iteration 5F: 3 clusters Score -8606279 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -8609540.000000 Penalty: 3625.628174
	Iteration 6F: 3 clusters Score -8609540 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -8613951.000000 Penalty: 3625.628174
	Iteration 7F: 3 clusters Score -8613951 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -8618469.000000 Penalty: 3625.628174
	Iteration 8F: 3 clusters Score -8618469 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -8622047.000000 Penalty: 3625.628174
	Iteration 9Q: 3 clusters Score -8622047 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -8624194.000000 Penalty: 3625.628174
	Iteration 10Q: 3 clusters Score -8624194 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -8625086.000000 Penalty: 3625.628174
	Iteration 11Q: 3 clusters Score -8625086 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -8625536.000000 Penalty: 3625.628174
	Iteration 12Q: 3 clusters Score -8625536 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -8625790.000000 Penalty: 3625.628174
	Iteration 13Q: 3 clusters Score -8625790 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -8625955.000000 Penalty: 3625.628174
	Iteration 14Q: 3 clusters Score -8625955 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -8626080.000000 Penalty: 3625.628174
	Iteration 15Q: 3 clusters Score -8626080 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -8626173.000000 Penalty: 3625.628174
	Iteration 16Q: 3 clusters Score -8626173 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -8626278.000000 Penalty: 3625.628174
	Iteration 17Q: 3 clusters Score -8626278 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -8626305.000000 Penalty: 3625.628174
	Iteration 18Q: 3 clusters Score -8626305 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -8626358.000000 Penalty: 3625.628174
	Iteration 19Q: 3 clusters Score -8626358 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -8626442.000000 Penalty: 3625.628174
	Iteration 20F: 3 clusters Score -8626442 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -8626516.000000 Penalty: 3625.628174
	Iteration 21Q: 3 clusters Score -8626516 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -8626592.000000 Penalty: 3625.628174
	Iteration 22Q: 3 clusters Score -8626592 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -8626669.000000 Penalty: 3625.628174
	Iteration 23Q: 3 clusters Score -8626669 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -8626688.000000 Penalty: 3625.628174
	Iteration 24Q: 3 clusters Score -8626688 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -8626714.000000 Penalty: 3625.628174
	Iteration 25Q: 3 clusters Score -8626714 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -8626772.000000 Penalty: 3625.628174
	Iteration 26Q: 3 clusters Score -8626772 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -8626833.000000 Penalty: 3625.628174
	Iteration 27Q: 3 clusters Score -8626833 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -8626873.000000 Penalty: 3625.628174
	Iteration 28Q: 3 clusters Score -8626873 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -8626904.000000 Penalty: 3625.628174
	Iteration 29Q: 3 clusters Score -8626904 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -8626927.000000 Penalty: 3625.628174
	Iteration 30Q: 3 clusters Score -8626927 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -8626963.000000 Penalty: 3625.628174
	Iteration 31Q: 3 clusters Score -8626963 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -8626995.000000 Penalty: 3625.628174
	Iteration 32Q: 3 clusters Score -8626995 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -8627050.000000 Penalty: 3625.628174
	Iteration 33Q: 3 clusters Score -8627050 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -8627102.000000 Penalty: 3625.628174
	Iteration 34Q: 3 clusters Score -8627102 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -8627144.000000 Penalty: 3625.628174
	Iteration 35Q: 3 clusters Score -8627144 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -8627182.000000 Penalty: 3625.628174
	Iteration 36Q: 3 clusters Score -8627182 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -8627225.000000 Penalty: 3625.628174
	Iteration 37Q: 3 clusters Score -8627225 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -8627258.000000 Penalty: 3625.628174
	Iteration 38Q: 3 clusters Score -8627258 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -8627292.000000 Penalty: 3625.628174
	Iteration 39Q: 3 clusters Score -8627292 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -8627344.000000 Penalty: 3625.628174
	Iteration 40F: 3 clusters Score -8627344 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -8627376.000000 Penalty: 3625.628174
	Iteration 41Q: 3 clusters Score -8627376 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -8627405.000000 Penalty: 3625.628174
	Iteration 42Q: 3 clusters Score -8627405 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -8627448.000000 Penalty: 3625.628174
	Iteration 43Q: 3 clusters Score -8627448 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -8627473.000000 Penalty: 3625.628174
	Iteration 44Q: 3 clusters Score -8627473 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -8627514.000000 Penalty: 3625.628174
	Iteration 45Q: 3 clusters Score -8627514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -8627512.000000 Penalty: 3625.628174
	Iteration 46Q: 3 clusters Score -8627512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -8627520.000000 Penalty: 3625.628174
	Iteration 47Q: 3 clusters Score -8627520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -8627543.000000 Penalty: 3625.628174
	Iteration 48Q: 3 clusters Score -8627543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -8627577.000000 Penalty: 3625.628174
	Iteration 49Q: 3 clusters Score -8627577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -8627601.000000 Penalty: 3625.628174
	Iteration 50Q: 3 clusters Score -8627601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -8627622.000000 Penalty: 3625.628174
	Iteration 51Q: 3 clusters Score -8627622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -8627651.000000 Penalty: 3625.628174
	Iteration 52Q: 3 clusters Score -8627651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -8627660.000000 Penalty: 3625.628174
	Iteration 53Q: 3 clusters Score -8627660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -8627686.000000 Penalty: 3625.628174
	Iteration 54Q: 3 clusters Score -8627686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 68862 members 
Entering Unmasked Estep 
Score: -8627685.000000 Penalty: 3625.628174
	Iteration 55Q: 3 clusters Score -8627685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -8627698.000000 Penalty: 3625.628174
	Iteration 56Q: 3 clusters Score -8627698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -8627701.000000 Penalty: 3625.628174
	Iteration 57Q: 3 clusters Score -8627701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -8627701.000000 Penalty: 3625.628174
	Iteration 58Q: 3 clusters Score -8627701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -8627700.000000 Penalty: 3625.628174
	Iteration 59Q: 3 clusters Score -8627700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -8627715.000000 Penalty: 3625.628174
	Iteration 60F: 3 clusters Score -8627715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -8627724.000000 Penalty: 3625.628174
	Iteration 61Q: 3 clusters Score -8627724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -8627724.000000 Penalty: 3625.628174
	Iteration 62Q: 3 clusters Score -8627724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -8627738.000000 Penalty: 3625.628174
	Iteration 63Q: 3 clusters Score -8627738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -8627731.000000 Penalty: 3625.628174
	Iteration 64Q: 3 clusters Score -8627731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -8627732.000000 Penalty: 3625.628174
	Iteration 65Q: 3 clusters Score -8627732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -8627735.000000 Penalty: 3625.628174
	Iteration 66Q: 3 clusters Score -8627735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -8627742.000000 Penalty: 3625.628174
	Iteration 67Q: 3 clusters Score -8627742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -8627740.000000 Penalty: 3625.628174
	Iteration 68Q: 3 clusters Score -8627740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -8627742.000000 Penalty: 3625.628174
	Iteration 69Q: 3 clusters Score -8627742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -8627742.000000 Penalty: 3625.628174
	Iteration 70Q: 3 clusters Score -8627742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -8627745.000000 Penalty: 3625.628174
	Iteration 71Q: 3 clusters Score -8627745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -8627743.000000 Penalty: 3625.628174
	Iteration 72Q: 3 clusters Score -8627743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -8627750.000000 Penalty: 3625.628174
	Iteration 73Q: 3 clusters Score -8627750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -8627746.000000 Penalty: 3625.628174
	Iteration 74Q: 3 clusters Score -8627746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -8627750.000000 Penalty: 3625.628174
	Iteration 75Q: 3 clusters Score -8627750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -8627755.000000 Penalty: 3625.628174
	Iteration 76Q: 3 clusters Score -8627755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -8627761.000000 Penalty: 3625.628174
	Iteration 77Q: 3 clusters Score -8627761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -8627757.000000 Penalty: 3625.628174
	Iteration 78Q: 3 clusters Score -8627757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -8627760.000000 Penalty: 3625.628174
	Iteration 79Q: 3 clusters Score -8627760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -8627768.000000 Penalty: 3625.628174
	Iteration 80F: 3 clusters Score -8627768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -8627776.000000 Penalty: 3625.628174
	Iteration 81Q: 3 clusters Score -8627776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -8627772.000000 Penalty: 3625.628174
	Iteration 82Q: 3 clusters Score -8627772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -8627775.000000 Penalty: 3625.628174
	Iteration 83Q: 3 clusters Score -8627775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -8627766.000000 Penalty: 3625.628174
	Iteration 84Q: 3 clusters Score -8627766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 69113 members 
Entering Unmasked Estep 
Score: -8627770.000000 Penalty: 3625.628174
	Iteration 85Q: 3 clusters Score -8627770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 69119 members 
Entering Unmasked Estep 
Score: -8627777.000000 Penalty: 3625.628174
	Iteration 86Q: 3 clusters Score -8627777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -8627781.000000 Penalty: 3625.628174
	Iteration 87Q: 3 clusters Score -8627781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -8627774.000000 Penalty: 3625.628174
	Iteration 88Q: 3 clusters Score -8627774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -8627774.000000 Penalty: 3625.628174
	Iteration 89Q: 3 clusters Score -8627774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -8627783.000000 Penalty: 3625.628174
	Iteration 90Q: 3 clusters Score -8627783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -8627783.000000 Penalty: 3625.628174
	Iteration 91Q: 3 clusters Score -8627783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -8627783.000000 Penalty: 3625.628174
	Iteration 92Q: 3 clusters Score -8627783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -8627786.000000 Penalty: 3625.628174
	Iteration 93Q: 3 clusters Score -8627786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -8627786.000000 Penalty: 3625.628174
	Iteration 94F: 3 clusters Score -8627786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -168525.546875 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -168525.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -166770.703125 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -166770.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -167166.734375 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -167166.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -167286.812500 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -167286.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -167367.906250 Penalty: 2378.093994
	Iteration 3F: 3 clusters Score -167367.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -167440.109375 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -167440.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -167510.078125 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -167510.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -167554.515625 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -167554.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -167607.500000 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -167607.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -167638.328125 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -167638.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -167658.171875 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -167658.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -167682.484375 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -167682.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -167702.609375 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -167702.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -167720.093750 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -167720.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167746.375000 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -167746.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -167770.937500 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -167770.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -167806.765625 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -167806.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -167835.390625 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -167835.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -167850.343750 Penalty: 2378.093994
	Iteration 17Q: 3 clusters Score -167850.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -167859.625000 Penalty: 2378.093994
	Iteration 18Q: 3 clusters Score -167859.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -167864.718750 Penalty: 2378.093994
	Iteration 19Q: 3 clusters Score -167864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -167871.546875 Penalty: 2378.093994
	Iteration 20F: 3 clusters Score -167871.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -167880.812500 Penalty: 2378.093994
	Iteration 21Q: 3 clusters Score -167880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -167887.312500 Penalty: 2378.093994
	Iteration 22Q: 3 clusters Score -167887.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -167892.546875 Penalty: 2378.093994
	Iteration 23Q: 3 clusters Score -167892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -167893.171875 Penalty: 2378.093994
	Iteration 24Q: 3 clusters Score -167893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -167894.484375 Penalty: 2378.093994
	Iteration 25Q: 3 clusters Score -167894.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -167895.625000 Penalty: 2378.093994
	Iteration 26Q: 3 clusters Score -167895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -167896.484375 Penalty: 2378.093994
	Iteration 27Q: 3 clusters Score -167896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -167896.484375 Penalty: 2378.093994
	Iteration 28F: 3 clusters Score -167896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -10930.336914 Penalty: 837.409912
	Iteration 0F: 2 clusters Score -10930.34 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 93 members 
Entering Unmasked Estep 
Score: -10340.778320 Penalty: 1674.819824
	Iteration 0F: 3 clusters Score -10340.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10495.395508 Penalty: 1674.819824
	Iteration 1F: 3 clusters Score -10495.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10536.943359 Penalty: 1674.819824
	Iteration 2F: 3 clusters Score -10536.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10561.328125 Penalty: 1674.819824
	Iteration 3Q: 3 clusters Score -10561.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10572.362305 Penalty: 1674.819824
	Iteration 4Q: 3 clusters Score -10572.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10579.151367 Penalty: 1674.819824
	Iteration 5Q: 3 clusters Score -10579.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10597.638672 Penalty: 1674.819824
	Iteration 6Q: 3 clusters Score -10597.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10597.638672 Penalty: 1674.819824
	Iteration 7F: 3 clusters Score -10597.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 31464 members 
Mstep: Class 3 contains 92907 members 
Mstep: Class 4 contains 96630 members 
Mstep: Class 5 contains 86977 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 26279 members 
Mstep: Class 13 contains 52415 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 82933 members 
Mstep: Class 20 contains 68100 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7611 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 50312 members 
Mstep: Class 30 contains 3307 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10013 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95100 members 
Mstep: Class 37 contains 69967 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247408.000000 Penalty: 84243.031250
Iteration 359Q: 39 clusters Score -1.022474e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 31440 members 
Mstep: Class 3 contains 93080 members 
Mstep: Class 4 contains 96546 members 
Mstep: Class 5 contains 87104 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 10918 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 26285 members 
Mstep: Class 13 contains 52380 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 82999 members 
Mstep: Class 20 contains 68213 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10476 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7604 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2385 members 
Mstep: Class 29 contains 50391 members 
Mstep: Class 30 contains 3308 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 10001 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95043 members 
Mstep: Class 37 contains 69621 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247368.000000 Penalty: 84243.031250
Iteration 360F: 39 clusters Score -1.022474e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 31423 members 
Mstep: Class 3 contains 93255 members 
Mstep: Class 4 contains 96465 members 
Mstep: Class 5 contains 87191 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10912 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 26292 members 
Mstep: Class 13 contains 52328 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5803 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 83060 members 
Mstep: Class 20 contains 68352 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10465 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7599 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2382 members 
Mstep: Class 29 contains 50452 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 2101 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9994 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95015 members 
Mstep: Class 37 contains 69299 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247120.000000 Penalty: 84243.031250
Iteration 361Q: 39 clusters Score -1.022471e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 31405 members 
Mstep: Class 3 contains 93442 members 
Mstep: Class 4 contains 96400 members 
Mstep: Class 5 contains 87304 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10901 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 26288 members 
Mstep: Class 13 contains 52302 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5819 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 83084 members 
Mstep: Class 20 contains 68513 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10447 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7588 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 50475 members 
Mstep: Class 30 contains 3306 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9982 members 
Mstep: Class 34 contains 222 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94985 members 
Mstep: Class 37 contains 68982 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246896.000000 Penalty: 84243.031250
Iteration 362Q: 39 clusters Score -1.022469e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 31400 members 
Mstep: Class 3 contains 93636 members 
Mstep: Class 4 contains 96365 members 
Mstep: Class 5 contains 87371 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 26280 members 
Mstep: Class 13 contains 52263 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7848 members 
Mstep: Class 19 contains 83114 members 
Mstep: Class 20 contains 68671 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10432 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7576 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2377 members 
Mstep: Class 29 contains 50499 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9968 members 
Mstep: Class 34 contains 222 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94958 members 
Mstep: Class 37 contains 68670 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246504.000000 Penalty: 84243.031250
Iteration 363Q: 39 clusters Score -1.022465e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 31398 members 
Mstep: Class 3 contains 93789 members 
Mstep: Class 4 contains 96341 members 
Mstep: Class 5 contains 87429 members 
Mstep: Class 6 contains 3515 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10888 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 26278 members 
Mstep: Class 13 contains 52226 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 83125 members 
Mstep: Class 20 contains 68850 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10413 members 
Mstep: Class 23 contains 1580 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7573 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2372 members 
Mstep: Class 29 contains 50531 members 
Mstep: Class 30 contains 3314 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9957 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94924 members 
Mstep: Class 37 contains 68378 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246664.000000 Penalty: 84243.031250
Iteration 364Q: 39 clusters Score -1.022467e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 31391 members 
Mstep: Class 3 contains 93969 members 
Mstep: Class 4 contains 96336 members 
Mstep: Class 5 contains 87477 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10877 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 26280 members 
Mstep: Class 13 contains 52197 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 83108 members 
Mstep: Class 20 contains 69030 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10394 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 7570 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2364 members 
Mstep: Class 29 contains 50546 members 
Mstep: Class 30 contains 3317 members 
Mstep: Class 31 contains 2101 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9953 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94885 members 
Mstep: Class 37 contains 68100 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246032.000000 Penalty: 84243.031250
Iteration 365Q: 39 clusters Score -1.02246e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 31381 members 
Mstep: Class 3 contains 94128 members 
Mstep: Class 4 contains 96343 members 
Mstep: Class 5 contains 87524 members 
Mstep: Class 6 contains 3513 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 26276 members 
Mstep: Class 13 contains 52174 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 3686 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 83097 members 
Mstep: Class 20 contains 69209 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10385 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 7565 members 
Mstep: Class 26 contains 1281 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2355 members 
Mstep: Class 29 contains 50553 members 
Mstep: Class 30 contains 3318 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9949 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94860 members 
Mstep: Class 37 contains 67810 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245992.000000 Penalty: 84243.031250
Iteration 366Q: 39 clusters Score -1.02246e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 31374 members 
Mstep: Class 3 contains 94271 members 
Mstep: Class 4 contains 96354 members 
Mstep: Class 5 contains 87601 members 
Mstep: Class 6 contains 3513 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 26274 members 
Mstep: Class 13 contains 52145 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7813 members 
Mstep: Class 19 contains 83082 members 
Mstep: Class 20 contains 69398 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10379 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 7555 members 
Mstep: Class 26 contains 1282 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2351 members 
Mstep: Class 29 contains 50556 members 
Mstep: Class 30 contains 3318 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9937 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94848 members 
Mstep: Class 37 contains 67486 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245408.000000 Penalty: 84243.031250
Iteration 367Q: 39 clusters Score -1.022454e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 31381 members 
Mstep: Class 3 contains 94440 members 
Mstep: Class 4 contains 96380 members 
Mstep: Class 5 contains 87666 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10878 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 26266 members 
Mstep: Class 13 contains 52107 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5857 members 
Mstep: Class 18 contains 7800 members 
Mstep: Class 19 contains 83061 members 
Mstep: Class 20 contains 69567 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10370 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7547 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2349 members 
Mstep: Class 29 contains 50561 members 
Mstep: Class 30 contains 3320 members 
Mstep: Class 31 contains 2101 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9924 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94832 members 
Mstep: Class 37 contains 67157 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245240.000000 Penalty: 84243.031250
Iteration 368Q: 39 clusters Score -1.022452e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 31373 members 
Mstep: Class 3 contains 94630 members 
Mstep: Class 4 contains 96384 members 
Mstep: Class 5 contains 87749 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10878 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 26263 members 
Mstep: Class 13 contains 52094 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5881 members 
Mstep: Class 18 contains 7791 members 
Mstep: Class 19 contains 83058 members 
Mstep: Class 20 contains 69736 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10351 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7539 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 50555 members 
Mstep: Class 30 contains 3320 members 
Mstep: Class 31 contains 2100 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9911 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94808 members 
Mstep: Class 37 contains 66802 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244784.000000 Penalty: 84243.031250
Iteration 369Q: 39 clusters Score -1.022448e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 31357 members 
Mstep: Class 3 contains 94832 members 
Mstep: Class 4 contains 96398 members 
Mstep: Class 5 contains 87809 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10882 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 26257 members 
Mstep: Class 13 contains 52073 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5892 members 
Mstep: Class 18 contains 7788 members 
Mstep: Class 19 contains 83039 members 
Mstep: Class 20 contains 69927 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10340 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7536 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 50558 members 
Mstep: Class 30 contains 3320 members 
Mstep: Class 31 contains 2100 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9896 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94762 members 
Mstep: Class 37 contains 66454 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244840.000000 Penalty: 84243.031250
Iteration 370Q: 39 clusters Score -1.022448e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 31362 members 
Mstep: Class 3 contains 95031 members 
Mstep: Class 4 contains 96432 members 
Mstep: Class 5 contains 87837 members 
Mstep: Class 6 contains 3513 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10881 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 26262 members 
Mstep: Class 13 contains 52043 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5894 members 
Mstep: Class 18 contains 7783 members 
Mstep: Class 19 contains 83016 members 
Mstep: Class 20 contains 70126 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10334 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7536 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 50552 members 
Mstep: Class 30 contains 3322 members 
Mstep: Class 31 contains 2101 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9886 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94726 members 
Mstep: Class 37 contains 66104 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244576.000000 Penalty: 84243.031250
Iteration 371Q: 39 clusters Score -1.022446e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 31357 members 
Mstep: Class 3 contains 95217 members 
Mstep: Class 4 contains 96448 members 
Mstep: Class 5 contains 87893 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 26259 members 
Mstep: Class 13 contains 51999 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5892 members 
Mstep: Class 18 contains 7778 members 
Mstep: Class 19 contains 82992 members 
Mstep: Class 20 contains 70340 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10329 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7534 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 50535 members 
Mstep: Class 30 contains 3321 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9875 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94729 members 
Mstep: Class 37 contains 65752 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244520.000000 Penalty: 84243.031250
Iteration 372Q: 39 clusters Score -1.022445e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 31348 members 
Mstep: Class 3 contains 95353 members 
Mstep: Class 4 contains 96479 members 
Mstep: Class 5 contains 87938 members 
Mstep: Class 6 contains 3513 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 26252 members 
Mstep: Class 13 contains 51958 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5890 members 
Mstep: Class 18 contains 7773 members 
Mstep: Class 19 contains 82987 members 
Mstep: Class 20 contains 70596 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10323 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7533 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2341 members 
Mstep: Class 29 contains 50521 members 
Mstep: Class 30 contains 3319 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9862 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94725 members 
Mstep: Class 37 contains 65394 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244280.000000 Penalty: 84243.031250
Iteration 373Q: 39 clusters Score -1.022443e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 31340 members 
Mstep: Class 3 contains 95426 members 
Mstep: Class 4 contains 96485 members 
Mstep: Class 5 contains 88017 members 
Mstep: Class 6 contains 3518 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2202 members 
Mstep: Class 12 contains 26237 members 
Mstep: Class 13 contains 51902 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 18 contains 7765 members 
Mstep: Class 19 contains 82997 members 
Mstep: Class 20 contains 70882 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10322 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7535 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2345 members 
Mstep: Class 29 contains 50504 members 
Mstep: Class 30 contains 3318 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9848 members 
Mstep: Class 34 contains 218 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94750 members 
Mstep: Class 37 contains 65027 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244032.000000 Penalty: 84243.031250
Iteration 374Q: 39 clusters Score -1.02244e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 31342 members 
Mstep: Class 3 contains 95509 members 
Mstep: Class 4 contains 96499 members 
Mstep: Class 5 contains 88069 members 
Mstep: Class 6 contains 3519 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10878 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2202 members 
Mstep: Class 12 contains 26232 members 
Mstep: Class 13 contains 51856 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5884 members 
Mstep: Class 18 contains 7761 members 
Mstep: Class 19 contains 83001 members 
Mstep: Class 20 contains 71157 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10312 members 
Mstep: Class 23 contains 1580 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7535 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 50496 members 
Mstep: Class 30 contains 3319 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9842 members 
Mstep: Class 34 contains 217 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94756 members 
Mstep: Class 37 contains 64671 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243712.000000 Penalty: 84243.031250
Iteration 375Q: 39 clusters Score -1.022437e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 31335 members 
Mstep: Class 3 contains 95586 members 
Mstep: Class 4 contains 96494 members 
Mstep: Class 5 contains 88131 members 
Mstep: Class 6 contains 3523 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10869 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2203 members 
Mstep: Class 12 contains 26223 members 
Mstep: Class 13 contains 51821 members 
Mstep: Class 14 contains 4694 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5881 members 
Mstep: Class 18 contains 7757 members 
Mstep: Class 19 contains 83028 members 
Mstep: Class 20 contains 71441 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 1580 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7535 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2344 members 
Mstep: Class 29 contains 50490 members 
Mstep: Class 30 contains 3320 members 
Mstep: Class 31 contains 2099 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9830 members 
Mstep: Class 34 contains 217 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94756 members 
Mstep: Class 37 contains 64318 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243496.000000 Penalty: 84243.031250
Iteration 376Q: 39 clusters Score -1.022435e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 31336 members 
Mstep: Class 3 contains 95654 members 
Mstep: Class 4 contains 96494 members 
Mstep: Class 5 contains 88240 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10866 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 26209 members 
Mstep: Class 13 contains 51785 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5880 members 
Mstep: Class 18 contains 7753 members 
Mstep: Class 19 contains 83026 members 
Mstep: Class 20 contains 71725 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10294 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 7532 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 50494 members 
Mstep: Class 30 contains 3321 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9820 members 
Mstep: Class 34 contains 217 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94751 members 
Mstep: Class 37 contains 63928 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243264.000000 Penalty: 84243.031250
Iteration 377Q: 39 clusters Score -1.022433e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 31329 members 
Mstep: Class 3 contains 95751 members 
Mstep: Class 4 contains 96483 members 
Mstep: Class 5 contains 88352 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10857 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 26183 members 
Mstep: Class 13 contains 51739 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5873 members 
Mstep: Class 18 contains 7753 members 
Mstep: Class 19 contains 83051 members 
Mstep: Class 20 contains 72008 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10285 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 7530 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 50498 members 
Mstep: Class 30 contains 3322 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9811 members 
Mstep: Class 34 contains 216 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94754 members 
Mstep: Class 37 contains 63527 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243176.000000 Penalty: 84243.031250
Iteration 378Q: 39 clusters Score -1.022432e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 31334 members 
Mstep: Class 3 contains 95850 members 
Mstep: Class 4 contains 96473 members 
Mstep: Class 5 contains 88451 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10846 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 26166 members 
Mstep: Class 13 contains 51687 members 
Mstep: Class 14 contains 4699 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5872 members 
Mstep: Class 18 contains 7753 members 
Mstep: Class 19 contains 83056 members 
Mstep: Class 20 contains 72315 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10281 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7527 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 50506 members 
Mstep: Class 30 contains 3322 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9796 members 
Mstep: Class 34 contains 215 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94746 members 
Mstep: Class 37 contains 63118 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242896.000000 Penalty: 84243.031250
Iteration 379Q: 39 clusters Score -1.022429e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 31330 members 
Mstep: Class 3 contains 95930 members 
Mstep: Class 4 contains 96488 members 
Mstep: Class 5 contains 88562 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10840 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 26151 members 
Mstep: Class 13 contains 51657 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5859 members 
Mstep: Class 18 contains 7754 members 
Mstep: Class 19 contains 83052 members 
Mstep: Class 20 contains 72614 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10277 members 
Mstep: Class 23 contains 1583 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 7527 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2330 members 
Mstep: Class 29 contains 50512 members 
Mstep: Class 30 contains 3326 members 
Mstep: Class 31 contains 2097 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 214 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94723 members 
Mstep: Class 37 contains 62709 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242752.000000 Penalty: 84243.031250
Iteration 380F: 39 clusters Score -1.022428e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 31321 members 
Mstep: Class 3 contains 96007 members 
Mstep: Class 4 contains 96507 members 
Mstep: Class 5 contains 88671 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10833 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 26132 members 
Mstep: Class 13 contains 51620 members 
Mstep: Class 14 contains 4704 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5860 members 
Mstep: Class 18 contains 7752 members 
Mstep: Class 19 contains 83048 members 
Mstep: Class 20 contains 72915 members 
Mstep: Class 21 contains 361 members 
Mstep: Class 22 contains 10262 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 7524 members 
Mstep: Class 26 contains 1288 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 50520 members 
Mstep: Class 30 contains 3329 members 
Mstep: Class 31 contains 2097 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9787 members 
Mstep: Class 34 contains 214 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94707 members 
Mstep: Class 37 contains 62295 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242128.000000 Penalty: 84243.031250
Iteration 381Q: 39 clusters Score -1.022421e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 31308 members 
Mstep: Class 3 contains 96002 members 
Mstep: Class 4 contains 96524 members 
Mstep: Class 5 contains 88814 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10824 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 26105 members 
Mstep: Class 13 contains 51588 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5861 members 
Mstep: Class 18 contains 7755 members 
Mstep: Class 19 contains 83033 members 
Mstep: Class 20 contains 73261 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10251 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 7526 members 
Mstep: Class 26 contains 1288 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 50535 members 
Mstep: Class 30 contains 3330 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9780 members 
Mstep: Class 34 contains 214 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94689 members 
Mstep: Class 37 contains 61898 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241832.000000 Penalty: 84243.031250
Iteration 382Q: 39 clusters Score -1.022418e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 31298 members 
Mstep: Class 3 contains 95977 members 
Mstep: Class 4 contains 96509 members 
Mstep: Class 5 contains 88957 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10811 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 26072 members 
Mstep: Class 13 contains 51556 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5862 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 83036 members 
Mstep: Class 20 contains 73634 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10234 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7529 members 
Mstep: Class 26 contains 1288 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 50537 members 
Mstep: Class 30 contains 3332 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9772 members 
Mstep: Class 34 contains 214 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94687 members 
Mstep: Class 37 contains 61519 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241696.000000 Penalty: 84243.031250
Iteration 383Q: 39 clusters Score -1.022417e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 31278 members 
Mstep: Class 3 contains 95959 members 
Mstep: Class 4 contains 96481 members 
Mstep: Class 5 contains 89148 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10805 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 26032 members 
Mstep: Class 13 contains 51519 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5862 members 
Mstep: Class 18 contains 7760 members 
Mstep: Class 19 contains 83050 members 
Mstep: Class 20 contains 73974 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10224 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7524 members 
Mstep: Class 26 contains 1288 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 50545 members 
Mstep: Class 30 contains 3333 members 
Mstep: Class 31 contains 2097 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9765 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94682 members 
Mstep: Class 37 contains 61129 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241176.000000 Penalty: 84243.031250
Iteration 384Q: 39 clusters Score -1.022412e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 31269 members 
Mstep: Class 3 contains 96018 members 
Mstep: Class 4 contains 96444 members 
Mstep: Class 5 contains 89306 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10801 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 25993 members 
Mstep: Class 13 contains 51480 members 
Mstep: Class 14 contains 4709 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5857 members 
Mstep: Class 18 contains 7762 members 
Mstep: Class 19 contains 83072 members 
Mstep: Class 20 contains 74299 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10218 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7523 members 
Mstep: Class 26 contains 1288 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2329 members 
Mstep: Class 29 contains 50547 members 
Mstep: Class 30 contains 3332 members 
Mstep: Class 31 contains 2096 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9760 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94676 members 
Mstep: Class 37 contains 60712 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240928.000000 Penalty: 84243.031250
Iteration 385Q: 39 clusters Score -1.022409e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 31265 members 
Mstep: Class 3 contains 96098 members 
Mstep: Class 4 contains 96430 members 
Mstep: Class 5 contains 89412 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 25945 members 
Mstep: Class 13 contains 51436 members 
Mstep: Class 14 contains 4710 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5855 members 
Mstep: Class 18 contains 7760 members 
Mstep: Class 19 contains 83071 members 
Mstep: Class 20 contains 74650 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10207 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7517 members 
Mstep: Class 26 contains 1288 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 50558 members 
Mstep: Class 30 contains 3333 members 
Mstep: Class 31 contains 2096 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9755 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94662 members 
Mstep: Class 37 contains 60314 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241008.000000 Penalty: 84243.031250
Iteration 386Q: 39 clusters Score -1.02241e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 31255 members 
Mstep: Class 3 contains 96168 members 
Mstep: Class 4 contains 96432 members 
Mstep: Class 5 contains 89507 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 25896 members 
Mstep: Class 13 contains 51392 members 
Mstep: Class 14 contains 4709 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5858 members 
Mstep: Class 18 contains 7757 members 
Mstep: Class 19 contains 83058 members 
Mstep: Class 20 contains 75011 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10194 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7513 members 
Mstep: Class 26 contains 1288 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 50559 members 
Mstep: Class 30 contains 3330 members 
Mstep: Class 31 contains 2097 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9751 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94672 members 
Mstep: Class 37 contains 59914 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240672.000000 Penalty: 84243.031250
Iteration 387Q: 39 clusters Score -1.022407e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 31256 members 
Mstep: Class 3 contains 96225 members 
Mstep: Class 4 contains 96441 members 
Mstep: Class 5 contains 89589 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 25847 members 
Mstep: Class 13 contains 51341 members 
Mstep: Class 14 contains 4710 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5851 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 83063 members 
Mstep: Class 20 contains 75351 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10175 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7513 members 
Mstep: Class 26 contains 1289 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 50560 members 
Mstep: Class 30 contains 3332 members 
Mstep: Class 31 contains 2099 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9745 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94686 members 
Mstep: Class 37 contains 59533 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240632.000000 Penalty: 84243.031250
Iteration 388Q: 39 clusters Score -1.022406e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 31268 members 
Mstep: Class 3 contains 96295 members 
Mstep: Class 4 contains 96447 members 
Mstep: Class 5 contains 89674 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10785 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 25804 members 
Mstep: Class 13 contains 51297 members 
Mstep: Class 14 contains 4712 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5846 members 
Mstep: Class 18 contains 7748 members 
Mstep: Class 19 contains 83063 members 
Mstep: Class 20 contains 75700 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10164 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7511 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 50567 members 
Mstep: Class 30 contains 3335 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9735 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94686 members 
Mstep: Class 37 contains 59113 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240488.000000 Penalty: 84243.031250
Iteration 389Q: 39 clusters Score -1.022405e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 31278 members 
Mstep: Class 3 contains 96326 members 
Mstep: Class 4 contains 96458 members 
Mstep: Class 5 contains 89804 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10778 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 25761 members 
Mstep: Class 13 contains 51260 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5847 members 
Mstep: Class 18 contains 7745 members 
Mstep: Class 19 contains 83067 members 
Mstep: Class 20 contains 76052 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10158 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7507 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 50562 members 
Mstep: Class 30 contains 3336 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9727 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94692 members 
Mstep: Class 37 contains 58669 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240248.000000 Penalty: 84243.031250
Iteration 390Q: 39 clusters Score -1.022402e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 31285 members 
Mstep: Class 3 contains 96393 members 
Mstep: Class 4 contains 96453 members 
Mstep: Class 5 contains 89902 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10777 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 25718 members 
Mstep: Class 13 contains 51230 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5851 members 
Mstep: Class 18 contains 7744 members 
Mstep: Class 19 contains 83064 members 
Mstep: Class 20 contains 76414 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10144 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7501 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 50560 members 
Mstep: Class 30 contains 3335 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9720 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94695 members 
Mstep: Class 37 contains 58230 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240064.000000 Penalty: 84243.031250
Iteration 391Q: 39 clusters Score -1.022401e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 31300 members 
Mstep: Class 3 contains 96475 members 
Mstep: Class 4 contains 96411 members 
Mstep: Class 5 contains 89960 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10769 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 25668 members 
Mstep: Class 13 contains 51197 members 
Mstep: Class 14 contains 4717 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5848 members 
Mstep: Class 18 contains 7742 members 
Mstep: Class 19 contains 83077 members 
Mstep: Class 20 contains 76783 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10131 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7497 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 50549 members 
Mstep: Class 30 contains 3334 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9711 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94713 members 
Mstep: Class 37 contains 57839 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239832.000000 Penalty: 84243.031250
Iteration 392Q: 39 clusters Score -1.022398e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 31317 members 
Mstep: Class 3 contains 96509 members 
Mstep: Class 4 contains 96389 members 
Mstep: Class 5 contains 89995 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10769 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 25619 members 
Mstep: Class 13 contains 51156 members 
Mstep: Class 14 contains 4719 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 7743 members 
Mstep: Class 19 contains 83088 members 
Mstep: Class 20 contains 77149 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10122 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7490 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 50560 members 
Mstep: Class 30 contains 3334 members 
Mstep: Class 31 contains 2099 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9697 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94715 members 
Mstep: Class 37 contains 57493 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239424.000000 Penalty: 84243.031250
Iteration 393Q: 39 clusters Score -1.022394e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 31321 members 
Mstep: Class 3 contains 96557 members 
Mstep: Class 4 contains 96359 members 
Mstep: Class 5 contains 89981 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10773 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 25576 members 
Mstep: Class 13 contains 51116 members 
Mstep: Class 14 contains 4719 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5845 members 
Mstep: Class 18 contains 7743 members 
Mstep: Class 19 contains 83105 members 
Mstep: Class 20 contains 77535 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10107 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 50567 members 
Mstep: Class 30 contains 3335 members 
Mstep: Class 31 contains 2097 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9688 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94726 members 
Mstep: Class 37 contains 57175 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239192.000000 Penalty: 84243.031250
Iteration 394Q: 39 clusters Score -1.022392e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 31339 members 
Mstep: Class 3 contains 96617 members 
Mstep: Class 4 contains 96307 members 
Mstep: Class 5 contains 89952 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10776 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 25530 members 
Mstep: Class 13 contains 51091 members 
Mstep: Class 14 contains 4720 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7740 members 
Mstep: Class 19 contains 83121 members 
Mstep: Class 20 contains 77943 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7485 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 50575 members 
Mstep: Class 30 contains 3337 members 
Mstep: Class 31 contains 2097 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9683 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94701 members 
Mstep: Class 37 contains 56863 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238944.000000 Penalty: 84243.031250
Iteration 395Q: 39 clusters Score -1.022389e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 31369 members 
Mstep: Class 3 contains 96669 members 
Mstep: Class 4 contains 96265 members 
Mstep: Class 5 contains 89956 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 25479 members 
Mstep: Class 13 contains 51070 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7740 members 
Mstep: Class 19 contains 83150 members 
Mstep: Class 20 contains 78302 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7480 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 50573 members 
Mstep: Class 30 contains 3339 members 
Mstep: Class 31 contains 2096 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9677 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94688 members 
Mstep: Class 37 contains 56543 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239024.000000 Penalty: 84243.031250
Iteration 396Q: 39 clusters Score -1.02239e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 31364 members 
Mstep: Class 3 contains 96774 members 
Mstep: Class 4 contains 96222 members 
Mstep: Class 5 contains 90002 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 25416 members 
Mstep: Class 13 contains 51055 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 7739 members 
Mstep: Class 19 contains 83153 members 
Mstep: Class 20 contains 78660 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10071 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7475 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 50575 members 
Mstep: Class 30 contains 3342 members 
Mstep: Class 31 contains 2095 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9671 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94653 members 
Mstep: Class 37 contains 56203 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238888.000000 Penalty: 84243.031250
Iteration 397Q: 39 clusters Score -1.022389e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 31369 members 
Mstep: Class 3 contains 96877 members 
Mstep: Class 4 contains 96197 members 
Mstep: Class 5 contains 90047 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10765 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 25358 members 
Mstep: Class 13 contains 51027 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7736 members 
Mstep: Class 19 contains 83160 members 
Mstep: Class 20 contains 78992 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10065 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7469 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 50580 members 
Mstep: Class 30 contains 3346 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9663 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94630 members 
Mstep: Class 37 contains 55860 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238704.000000 Penalty: 84243.031250
Iteration 398Q: 39 clusters Score -1.022387e+08 nChanged 1647
Entering ConstructFrom: 
Score: -102238704.000000 Penalty: 84243.031250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -587452.437500 Penalty: 1378.355469
	Iteration 0F: 2 clusters Score -587452.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -583542.375000 Penalty: 2756.710938
	Iteration 0F: 3 clusters Score -583542.4 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -584559.937500 Penalty: 2756.710938
	Iteration 1F: 3 clusters Score -584559.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -584748.250000 Penalty: 2756.710938
	Iteration 2F: 3 clusters Score -584748.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -584864.187500 Penalty: 2756.710938
	Iteration 3F: 3 clusters Score -584864.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -584939.250000 Penalty: 2756.710938
	Iteration 4Q: 3 clusters Score -584939.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -585001.687500 Penalty: 2756.710938
	Iteration 5Q: 3 clusters Score -585001.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -585054.812500 Penalty: 2756.710938
	Iteration 6Q: 3 clusters Score -585054.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -585106.500000 Penalty: 2756.710938
	Iteration 7Q: 3 clusters Score -585106.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -585155.687500 Penalty: 2756.710938
	Iteration 8Q: 3 clusters Score -585155.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -585221.125000 Penalty: 2756.710938
	Iteration 9Q: 3 clusters Score -585221.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -585306.187500 Penalty: 2756.710938
	Iteration 10Q: 3 clusters Score -585306.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -585399.187500 Penalty: 2756.710938
	Iteration 11Q: 3 clusters Score -585399.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -585514.875000 Penalty: 2756.710938
	Iteration 12Q: 3 clusters Score -585514.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -585620.500000 Penalty: 2756.710938
	Iteration 13Q: 3 clusters Score -585620.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -585760.562500 Penalty: 2756.710938
	Iteration 14Q: 3 clusters Score -585760.6 nChanged 181
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: -585908.000000 Penalty: 2756.710938
	Iteration 15Q: 3 clusters Score -585908 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -586033.187500 Penalty: 2756.710938
	Iteration 16Q: 3 clusters Score -586033.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -586146.625000 Penalty: 2756.710938
	Iteration 17Q: 3 clusters Score -586146.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -586254.375000 Penalty: 2756.710938
	Iteration 18Q: 3 clusters Score -586254.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -586338.062500 Penalty: 2756.710938
	Iteration 19Q: 3 clusters Score -586338.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -586436.937500 Penalty: 2756.710938
	Iteration 20F: 3 clusters Score -586436.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -586493.125000 Penalty: 2756.710938
	Iteration 21Q: 3 clusters Score -586493.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -586527.250000 Penalty: 2756.710938
	Iteration 22Q: 3 clusters Score -586527.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -586539.125000 Penalty: 2756.710938
	Iteration 23Q: 3 clusters Score -586539.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -586547.625000 Penalty: 2756.710938
	Iteration 24Q: 3 clusters Score -586547.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -586552.937500 Penalty: 2756.710938
	Iteration 25Q: 3 clusters Score -586552.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -586556.250000 Penalty: 2756.710938
	Iteration 26Q: 3 clusters Score -586556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -586560.750000 Penalty: 2756.710938
	Iteration 27Q: 3 clusters Score -586560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -586564.437500 Penalty: 2756.710938
	Iteration 28Q: 3 clusters Score -586564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -586566.687500 Penalty: 2756.710938
	Iteration 29Q: 3 clusters Score -586566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -586567.000000 Penalty: 2756.710938
	Iteration 30Q: 3 clusters Score -586567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -586570.937500 Penalty: 2756.710938
	Iteration 31Q: 3 clusters Score -586570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -586571.062500 Penalty: 2756.710938
	Iteration 32Q: 3 clusters Score -586571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -586572.687500 Penalty: 2756.710938
	Iteration 33Q: 3 clusters Score -586572.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -586572.687500 Penalty: 2756.710938
	Iteration 34F: 3 clusters Score -586572.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Entering Unmasked Estep 
Score: -3830590.750000 Penalty: 1682.528564
	Iteration 0F: 2 clusters Score -3830591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3809508.250000 Penalty: 3365.057129
	Iteration 0F: 3 clusters Score -3809508 nChanged 14499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3817664.750000 Penalty: 3365.057129
	Iteration 1F: 3 clusters Score -3817665 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -3818166.500000 Penalty: 3365.057129
	Iteration 2Q: 3 clusters Score -3818166 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3818768.500000 Penalty: 3365.057129
	Iteration 3Q: 3 clusters Score -3818768 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3819557.000000 Penalty: 3365.057129
	Iteration 4Q: 3 clusters Score -3819557 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3820681.000000 Penalty: 3365.057129
	Iteration 5F: 3 clusters Score -3820681 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3822262.000000 Penalty: 3365.057129
	Iteration 6F: 3 clusters Score -3822262 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3824088.250000 Penalty: 3365.057129
	Iteration 7F: 3 clusters Score -3824088 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3825864.000000 Penalty: 3365.057129
	Iteration 8F: 3 clusters Score -3825864 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -3827173.250000 Penalty: 3365.057129
	Iteration 9Q: 3 clusters Score -3827173 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3828013.750000 Penalty: 3365.057129
	Iteration 10Q: 3 clusters Score -3828014 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3828498.500000 Penalty: 3365.057129
	Iteration 11Q: 3 clusters Score -3828498 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -3828736.500000 Penalty: 3365.057129
	Iteration 12Q: 3 clusters Score -3828736 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -3828855.250000 Penalty: 3365.057129
	Iteration 13Q: 3 clusters Score -3828855 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -3828931.750000 Penalty: 3365.057129
	Iteration 14Q: 3 clusters Score -3828932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -3828988.500000 Penalty: 3365.057129
	Iteration 15Q: 3 clusters Score -3828988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -3829023.250000 Penalty: 3365.057129
	Iteration 16Q: 3 clusters Score -3829023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -3829061.500000 Penalty: 3365.057129
	Iteration 17Q: 3 clusters Score -3829062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3829088.250000 Penalty: 3365.057129
	Iteration 18Q: 3 clusters Score -3829088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -3829108.750000 Penalty: 3365.057129
	Iteration 19Q: 3 clusters Score -3829109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -3829110.500000 Penalty: 3365.057129
	Iteration 20F: 3 clusters Score -3829110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3829114.750000 Penalty: 3365.057129
	Iteration 21Q: 3 clusters Score -3829115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -3829122.750000 Penalty: 3365.057129
	Iteration 22Q: 3 clusters Score -3829123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -3829134.750000 Penalty: 3365.057129
	Iteration 23Q: 3 clusters Score -3829135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3829132.750000 Penalty: 3365.057129
	Iteration 24Q: 3 clusters Score -3829133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -3829148.000000 Penalty: 3365.057129
	Iteration 25Q: 3 clusters Score -3829148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -3829158.000000 Penalty: 3365.057129
	Iteration 26Q: 3 clusters Score -3829158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3829158.500000 Penalty: 3365.057129
	Iteration 27Q: 3 clusters Score -3829158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3829160.250000 Penalty: 3365.057129
	Iteration 28Q: 3 clusters Score -3829160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3829160.250000 Penalty: 3365.057129
	Iteration 29F: 3 clusters Score -3829160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Entering Unmasked Estep 
Score: -12123052.000000 Penalty: 1865.880737
	Iteration 0F: 2 clusters Score -1.212305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -12065302.000000 Penalty: 3731.761475
	Iteration 0F: 3 clusters Score -1.20653e+07 nChanged 46302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -12091949.000000 Penalty: 3731.761475
	Iteration 1F: 3 clusters Score -1.209195e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -12092685.000000 Penalty: 3731.761475
	Iteration 2Q: 3 clusters Score -1.209268e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -12093560.000000 Penalty: 3731.761475
	Iteration 3Q: 3 clusters Score -1.209356e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -12094960.000000 Penalty: 3731.761475
	Iteration 4Q: 3 clusters Score -1.209496e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -12096814.000000 Penalty: 3731.761475
	Iteration 5Q: 3 clusters Score -1.209681e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -12100194.000000 Penalty: 3731.761475
	Iteration 6F: 3 clusters Score -1.210019e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -12105286.000000 Penalty: 3731.761475
	Iteration 7F: 3 clusters Score -1.210529e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -12111688.000000 Penalty: 3731.761475
	Iteration 8F: 3 clusters Score -1.211169e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -12117152.000000 Penalty: 3731.761475
	Iteration 9F: 3 clusters Score -1.211715e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -12120397.000000 Penalty: 3731.761475
	Iteration 10Q: 3 clusters Score -1.21204e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -12121909.000000 Penalty: 3731.761475
	Iteration 11Q: 3 clusters Score -1.212191e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -12122648.000000 Penalty: 3731.761475
	Iteration 12Q: 3 clusters Score -1.212265e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -12123333.000000 Penalty: 3731.761475
	Iteration 13Q: 3 clusters Score -1.212333e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -12123861.000000 Penalty: 3731.761475
	Iteration 14Q: 3 clusters Score -1.212386e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -12124238.000000 Penalty: 3731.761475
	Iteration 15Q: 3 clusters Score -1.212424e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -12124698.000000 Penalty: 3731.761475
	Iteration 16Q: 3 clusters Score -1.21247e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -12124968.000000 Penalty: 3731.761475
	Iteration 17Q: 3 clusters Score -1.212497e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -12125102.000000 Penalty: 3731.761475
	Iteration 18Q: 3 clusters Score -1.21251e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -12125165.000000 Penalty: 3731.761475
	Iteration 19Q: 3 clusters Score -1.212516e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -12125142.000000 Penalty: 3731.761475
	Iteration 20F: 3 clusters Score -1.212514e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -12125098.000000 Penalty: 3731.761475
	Iteration 21Q: 3 clusters Score -1.21251e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -12124963.000000 Penalty: 3731.761475
	Iteration 22Q: 3 clusters Score -1.212496e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -12124894.000000 Penalty: 3731.761475
	Iteration 23Q: 3 clusters Score -1.212489e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -12124755.000000 Penalty: 3731.761475
	Iteration 24Q: 3 clusters Score -1.212476e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -12124646.000000 Penalty: 3731.761475
	Iteration 25Q: 3 clusters Score -1.212465e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -12124497.000000 Penalty: 3731.761475
	Iteration 26Q: 3 clusters Score -1.21245e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -12124385.000000 Penalty: 3731.761475
	Iteration 27Q: 3 clusters Score -1.212438e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -12124320.000000 Penalty: 3731.761475
	Iteration 28Q: 3 clusters Score -1.212432e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -12124230.000000 Penalty: 3731.761475
	Iteration 29Q: 3 clusters Score -1.212423e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -12124095.000000 Penalty: 3731.761475
	Iteration 30Q: 3 clusters Score -1.21241e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -12123984.000000 Penalty: 3731.761475
	Iteration 31Q: 3 clusters Score -1.212398e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -12123894.000000 Penalty: 3731.761475
	Iteration 32Q: 3 clusters Score -1.212389e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -12123722.000000 Penalty: 3731.761475
	Iteration 33Q: 3 clusters Score -1.212372e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -12123546.000000 Penalty: 3731.761475
	Iteration 34Q: 3 clusters Score -1.212355e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91917 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -12123481.000000 Penalty: 3731.761475
	Iteration 35Q: 3 clusters Score -1.212348e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -12123350.000000 Penalty: 3731.761475
	Iteration 36Q: 3 clusters Score -1.212335e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -12123242.000000 Penalty: 3731.761475
	Iteration 37Q: 3 clusters Score -1.212324e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -12123191.000000 Penalty: 3731.761475
	Iteration 38Q: 3 clusters Score -1.212319e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -12123080.000000 Penalty: 3731.761475
	Iteration 39Q: 3 clusters Score -1.212308e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -12122987.000000 Penalty: 3731.761475
	Iteration 40F: 3 clusters Score -1.212299e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -12122909.000000 Penalty: 3731.761475
	Iteration 41Q: 3 clusters Score -1.212291e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -12122844.000000 Penalty: 3731.761475
	Iteration 42Q: 3 clusters Score -1.212284e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -12122813.000000 Penalty: 3731.761475
	Iteration 43Q: 3 clusters Score -1.212281e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -12122770.000000 Penalty: 3731.761475
	Iteration 44Q: 3 clusters Score -1.212277e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12122658.000000 Penalty: 3731.761475
	Iteration 45Q: 3 clusters Score -1.212266e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94584 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -12122622.000000 Penalty: 3731.761475
	Iteration 46Q: 3 clusters Score -1.212262e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -12122609.000000 Penalty: 3731.761475
	Iteration 47Q: 3 clusters Score -1.212261e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94789 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -12122522.000000 Penalty: 3731.761475
	Iteration 48Q: 3 clusters Score -1.212252e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -12122470.000000 Penalty: 3731.761475
	Iteration 49Q: 3 clusters Score -1.212247e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94959 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -12122446.000000 Penalty: 3731.761475
	Iteration 50Q: 3 clusters Score -1.212245e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12122447.000000 Penalty: 3731.761475
	Iteration 51Q: 3 clusters Score -1.212245e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -12122412.000000 Penalty: 3731.761475
	Iteration 52Q: 3 clusters Score -1.212241e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -12122374.000000 Penalty: 3731.761475
	Iteration 53Q: 3 clusters Score -1.212237e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95253 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -12122333.000000 Penalty: 3731.761475
	Iteration 54Q: 3 clusters Score -1.212233e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95313 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -12122288.000000 Penalty: 3731.761475
	Iteration 55Q: 3 clusters Score -1.212229e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95359 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -12122281.000000 Penalty: 3731.761475
	Iteration 56Q: 3 clusters Score -1.212228e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -12122286.000000 Penalty: 3731.761475
	Iteration 57Q: 3 clusters Score -1.212229e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -12122287.000000 Penalty: 3731.761475
	Iteration 58Q: 3 clusters Score -1.212229e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -12122324.000000 Penalty: 3731.761475
	Iteration 59Q: 3 clusters Score -1.212232e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95492 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -12122312.000000 Penalty: 3731.761475
	Iteration 60F: 3 clusters Score -1.212231e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12122322.000000 Penalty: 3731.761475
	Iteration 61Q: 3 clusters Score -1.212232e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -12122310.000000 Penalty: 3731.761475
	Iteration 62Q: 3 clusters Score -1.212231e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95616 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12122314.000000 Penalty: 3731.761475
	Iteration 63Q: 3 clusters Score -1.212231e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -12122299.000000 Penalty: 3731.761475
	Iteration 64Q: 3 clusters Score -1.21223e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12122290.000000 Penalty: 3731.761475
	Iteration 65Q: 3 clusters Score -1.212229e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -12122290.000000 Penalty: 3731.761475
	Iteration 66Q: 3 clusters Score -1.212229e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95699 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -12122276.000000 Penalty: 3731.761475
	Iteration 67Q: 3 clusters Score -1.212228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -12122273.000000 Penalty: 3731.761475
	Iteration 68Q: 3 clusters Score -1.212227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12122270.000000 Penalty: 3731.761475
	Iteration 69Q: 3 clusters Score -1.212227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95752 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -12122263.000000 Penalty: 3731.761475
	Iteration 70Q: 3 clusters Score -1.212226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -12122254.000000 Penalty: 3731.761475
	Iteration 71Q: 3 clusters Score -1.212225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12122236.000000 Penalty: 3731.761475
	Iteration 72Q: 3 clusters Score -1.212224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12122231.000000 Penalty: 3731.761475
	Iteration 73Q: 3 clusters Score -1.212223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -12122219.000000 Penalty: 3731.761475
	Iteration 74Q: 3 clusters Score -1.212222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95792 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12122222.000000 Penalty: 3731.761475
	Iteration 75Q: 3 clusters Score -1.212222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -12122236.000000 Penalty: 3731.761475
	Iteration 76Q: 3 clusters Score -1.212224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -12122230.000000 Penalty: 3731.761475
	Iteration 77Q: 3 clusters Score -1.212223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12122233.000000 Penalty: 3731.761475
	Iteration 78Q: 3 clusters Score -1.212223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95799 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -12122232.000000 Penalty: 3731.761475
	Iteration 79Q: 3 clusters Score -1.212223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -12122236.000000 Penalty: 3731.761475
	Iteration 80F: 3 clusters Score -1.212224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95806 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -12122223.000000 Penalty: 3731.761475
	Iteration 81Q: 3 clusters Score -1.212222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95808 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12122227.000000 Penalty: 3731.761475
	Iteration 82Q: 3 clusters Score -1.212223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12122223.000000 Penalty: 3731.761475
	Iteration 83Q: 3 clusters Score -1.212222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12122208.000000 Penalty: 3731.761475
	Iteration 84Q: 3 clusters Score -1.212221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12122193.000000 Penalty: 3731.761475
	Iteration 85Q: 3 clusters Score -1.212219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12122205.000000 Penalty: 3731.761475
	Iteration 86Q: 3 clusters Score -1.21222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12122202.000000 Penalty: 3731.761475
	Iteration 87Q: 3 clusters Score -1.21222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -12122195.000000 Penalty: 3731.761475
	Iteration 88Q: 3 clusters Score -1.21222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12122202.000000 Penalty: 3731.761475
	Iteration 89Q: 3 clusters Score -1.21222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12122194.000000 Penalty: 3731.761475
	Iteration 90Q: 3 clusters Score -1.212219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -12122191.000000 Penalty: 3731.761475
	Iteration 91Q: 3 clusters Score -1.212219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -12122189.000000 Penalty: 3731.761475
	Iteration 92Q: 3 clusters Score -1.212219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12122200.000000 Penalty: 3731.761475
	Iteration 93Q: 3 clusters Score -1.21222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -12122208.000000 Penalty: 3731.761475
	Iteration 94Q: 3 clusters Score -1.212221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -12122213.000000 Penalty: 3731.761475
	Iteration 95Q: 3 clusters Score -1.212221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12122206.000000 Penalty: 3731.761475
	Iteration 96Q: 3 clusters Score -1.212221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95941 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12122204.000000 Penalty: 3731.761475
	Iteration 97Q: 3 clusters Score -1.21222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95946 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12122208.000000 Penalty: 3731.761475
	Iteration 98Q: 3 clusters Score -1.212221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12122209.000000 Penalty: 3731.761475
	Iteration 99Q: 3 clusters Score -1.212221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95946 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12122199.000000 Penalty: 3731.761475
	Iteration 100F: 3 clusters Score -1.21222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12122196.000000 Penalty: 3731.761475
	Iteration 101Q: 3 clusters Score -1.21222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12122199.000000 Penalty: 3731.761475
	Iteration 102Q: 3 clusters Score -1.21222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12122208.000000 Penalty: 3731.761475
	Iteration 103Q: 3 clusters Score -1.212221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12122207.000000 Penalty: 3731.761475
	Iteration 104Q: 3 clusters Score -1.212221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12122203.000000 Penalty: 3731.761475
	Iteration 105Q: 3 clusters Score -1.21222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12122203.000000 Penalty: 3731.761475
	Iteration 106F: 3 clusters Score -1.21222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Entering Unmasked Estep 
Score: -12067332.000000 Penalty: 1864.538208
	Iteration 0F: 2 clusters Score -1.206733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -12006452.000000 Penalty: 3729.076416
	Iteration 0F: 3 clusters Score -1.200645e+07 nChanged 45957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -12032693.000000 Penalty: 3729.076416
	Iteration 1F: 3 clusters Score -1.203269e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -12033138.000000 Penalty: 3729.076416
	Iteration 2Q: 3 clusters Score -1.203314e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -12033649.000000 Penalty: 3729.076416
	Iteration 3Q: 3 clusters Score -1.203365e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -12034163.000000 Penalty: 3729.076416
	Iteration 4Q: 3 clusters Score -1.203416e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -12034922.000000 Penalty: 3729.076416
	Iteration 5Q: 3 clusters Score -1.203492e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -12035882.000000 Penalty: 3729.076416
	Iteration 6Q: 3 clusters Score -1.203588e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -12037095.000000 Penalty: 3729.076416
	Iteration 7Q: 3 clusters Score -1.20371e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -12039028.000000 Penalty: 3729.076416
	Iteration 8Q: 3 clusters Score -1.203903e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -12042002.000000 Penalty: 3729.076416
	Iteration 9F: 3 clusters Score -1.2042e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -12046319.000000 Penalty: 3729.076416
	Iteration 10F: 3 clusters Score -1.204632e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -12050448.000000 Penalty: 3729.076416
	Iteration 11F: 3 clusters Score -1.205045e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -12052576.000000 Penalty: 3729.076416
	Iteration 12F: 3 clusters Score -1.205258e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -12053307.000000 Penalty: 3729.076416
	Iteration 13Q: 3 clusters Score -1.205331e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -12053645.000000 Penalty: 3729.076416
	Iteration 14Q: 3 clusters Score -1.205364e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -12053793.000000 Penalty: 3729.076416
	Iteration 15Q: 3 clusters Score -1.205379e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -12054038.000000 Penalty: 3729.076416
	Iteration 16Q: 3 clusters Score -1.205404e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -12054321.000000 Penalty: 3729.076416
	Iteration 17Q: 3 clusters Score -1.205432e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -12054597.000000 Penalty: 3729.076416
	Iteration 18Q: 3 clusters Score -1.20546e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -12054828.000000 Penalty: 3729.076416
	Iteration 19Q: 3 clusters Score -1.205483e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -12055288.000000 Penalty: 3729.076416
	Iteration 20F: 3 clusters Score -1.205529e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -12055664.000000 Penalty: 3729.076416
	Iteration 21Q: 3 clusters Score -1.205566e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -12056139.000000 Penalty: 3729.076416
	Iteration 22Q: 3 clusters Score -1.205614e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -12056541.000000 Penalty: 3729.076416
	Iteration 23Q: 3 clusters Score -1.205654e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -12056871.000000 Penalty: 3729.076416
	Iteration 24Q: 3 clusters Score -1.205687e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -12057389.000000 Penalty: 3729.076416
	Iteration 25Q: 3 clusters Score -1.205739e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -12057876.000000 Penalty: 3729.076416
	Iteration 26Q: 3 clusters Score -1.205788e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -12058464.000000 Penalty: 3729.076416
	Iteration 27Q: 3 clusters Score -1.205846e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -12058941.000000 Penalty: 3729.076416
	Iteration 28Q: 3 clusters Score -1.205894e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -12059530.000000 Penalty: 3729.076416
	Iteration 29Q: 3 clusters Score -1.205953e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -12060289.000000 Penalty: 3729.076416
	Iteration 30Q: 3 clusters Score -1.206029e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -12061029.000000 Penalty: 3729.076416
	Iteration 31Q: 3 clusters Score -1.206103e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -12061712.000000 Penalty: 3729.076416
	Iteration 32Q: 3 clusters Score -1.206171e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -12062444.000000 Penalty: 3729.076416
	Iteration 33Q: 3 clusters Score -1.206244e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -12063124.000000 Penalty: 3729.076416
	Iteration 34Q: 3 clusters Score -1.206312e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -12063652.000000 Penalty: 3729.076416
	Iteration 35Q: 3 clusters Score -1.206365e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -12064028.000000 Penalty: 3729.076416
	Iteration 36Q: 3 clusters Score -1.206403e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -12064255.000000 Penalty: 3729.076416
	Iteration 37Q: 3 clusters Score -1.206426e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -12064517.000000 Penalty: 3729.076416
	Iteration 38Q: 3 clusters Score -1.206452e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -12064787.000000 Penalty: 3729.076416
	Iteration 39Q: 3 clusters Score -1.206479e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -12065070.000000 Penalty: 3729.076416
	Iteration 40F: 3 clusters Score -1.206507e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -12065152.000000 Penalty: 3729.076416
	Iteration 41Q: 3 clusters Score -1.206515e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -12065262.000000 Penalty: 3729.076416
	Iteration 42Q: 3 clusters Score -1.206526e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -12065280.000000 Penalty: 3729.076416
	Iteration 43Q: 3 clusters Score -1.206528e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -12065346.000000 Penalty: 3729.076416
	Iteration 44Q: 3 clusters Score -1.206535e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -12065384.000000 Penalty: 3729.076416
	Iteration 45Q: 3 clusters Score -1.206538e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -12065414.000000 Penalty: 3729.076416
	Iteration 46Q: 3 clusters Score -1.206541e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -12065421.000000 Penalty: 3729.076416
	Iteration 47Q: 3 clusters Score -1.206542e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -12065421.000000 Penalty: 3729.076416
	Iteration 48Q: 3 clusters Score -1.206542e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -12065440.000000 Penalty: 3729.076416
	Iteration 49Q: 3 clusters Score -1.206544e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -12065471.000000 Penalty: 3729.076416
	Iteration 50Q: 3 clusters Score -1.206547e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -12065486.000000 Penalty: 3729.076416
	Iteration 51Q: 3 clusters Score -1.206549e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -12065476.000000 Penalty: 3729.076416
	Iteration 52Q: 3 clusters Score -1.206548e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -12065487.000000 Penalty: 3729.076416
	Iteration 53Q: 3 clusters Score -1.206549e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -12065486.000000 Penalty: 3729.076416
	Iteration 54Q: 3 clusters Score -1.206549e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -12065508.000000 Penalty: 3729.076416
	Iteration 55Q: 3 clusters Score -1.206551e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -12065500.000000 Penalty: 3729.076416
	Iteration 56Q: 3 clusters Score -1.20655e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -12065493.000000 Penalty: 3729.076416
	Iteration 57Q: 3 clusters Score -1.206549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -12065482.000000 Penalty: 3729.076416
	Iteration 58Q: 3 clusters Score -1.206548e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -12065490.000000 Penalty: 3729.076416
	Iteration 59Q: 3 clusters Score -1.206549e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -12065509.000000 Penalty: 3729.076416
	Iteration 60F: 3 clusters Score -1.206551e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -12065518.000000 Penalty: 3729.076416
	Iteration 61Q: 3 clusters Score -1.206552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -12065524.000000 Penalty: 3729.076416
	Iteration 62Q: 3 clusters Score -1.206552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -12065528.000000 Penalty: 3729.076416
	Iteration 63Q: 3 clusters Score -1.206553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -12065540.000000 Penalty: 3729.076416
	Iteration 64Q: 3 clusters Score -1.206554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -12065547.000000 Penalty: 3729.076416
	Iteration 65Q: 3 clusters Score -1.206555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -12065545.000000 Penalty: 3729.076416
	Iteration 66Q: 3 clusters Score -1.206554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -12065552.000000 Penalty: 3729.076416
	Iteration 67Q: 3 clusters Score -1.206555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -12065554.000000 Penalty: 3729.076416
	Iteration 68Q: 3 clusters Score -1.206555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -12065546.000000 Penalty: 3729.076416
	Iteration 69Q: 3 clusters Score -1.206555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -12065544.000000 Penalty: 3729.076416
	Iteration 70Q: 3 clusters Score -1.206554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -12065546.000000 Penalty: 3729.076416
	Iteration 71Q: 3 clusters Score -1.206555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -12065545.000000 Penalty: 3729.076416
	Iteration 72Q: 3 clusters Score -1.206554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -12065535.000000 Penalty: 3729.076416
	Iteration 73Q: 3 clusters Score -1.206554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -12065537.000000 Penalty: 3729.076416
	Iteration 74Q: 3 clusters Score -1.206554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -12065533.000000 Penalty: 3729.076416
	Iteration 75Q: 3 clusters Score -1.206553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -12065527.000000 Penalty: 3729.076416
	Iteration 76Q: 3 clusters Score -1.206553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -12065527.000000 Penalty: 3729.076416
	Iteration 77F: 3 clusters Score -1.206553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (90088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Entering Unmasked Estep 
Score: -11207541.000000 Penalty: 1853.888184
	Iteration 0F: 2 clusters Score -1.120754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -11150791.000000 Penalty: 3707.776367
	Iteration 0F: 3 clusters Score -1.115079e+07 nChanged 42955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -11176212.000000 Penalty: 3707.776367
	Iteration 1F: 3 clusters Score -1.117621e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -11177356.000000 Penalty: 3707.776367
	Iteration 2Q: 3 clusters Score -1.117736e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -11179384.000000 Penalty: 3707.776367
	Iteration 3Q: 3 clusters Score -1.117938e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -11182544.000000 Penalty: 3707.776367
	Iteration 4F: 3 clusters Score -1.118254e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -11187449.000000 Penalty: 3707.776367
	Iteration 5F: 3 clusters Score -1.118745e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -11193410.000000 Penalty: 3707.776367
	Iteration 6F: 3 clusters Score -1.119341e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -11198248.000000 Penalty: 3707.776367
	Iteration 7F: 3 clusters Score -1.119825e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -11201551.000000 Penalty: 3707.776367
	Iteration 8Q: 3 clusters Score -1.120155e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
Score: -11203473.000000 Penalty: 3707.776367
	Iteration 9Q: 3 clusters Score -1.120347e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 81730 members 
Entering Unmasked Estep 
Score: -11204552.000000 Penalty: 3707.776367
	Iteration 10Q: 3 clusters Score -1.120455e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -11205133.000000 Penalty: 3707.776367
	Iteration 11Q: 3 clusters Score -1.120513e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -11205443.000000 Penalty: 3707.776367
	Iteration 12Q: 3 clusters Score -1.120544e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -11205582.000000 Penalty: 3707.776367
	Iteration 13Q: 3 clusters Score -1.120558e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -11205694.000000 Penalty: 3707.776367
	Iteration 14Q: 3 clusters Score -1.120569e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -11205775.000000 Penalty: 3707.776367
	Iteration 15Q: 3 clusters Score -1.120578e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -11205833.000000 Penalty: 3707.776367
	Iteration 16Q: 3 clusters Score -1.120583e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -11205826.000000 Penalty: 3707.776367
	Iteration 17Q: 3 clusters Score -1.120583e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -11205850.000000 Penalty: 3707.776367
	Iteration 18Q: 3 clusters Score -1.120585e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -11205870.000000 Penalty: 3707.776367
	Iteration 19Q: 3 clusters Score -1.120587e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -11205905.000000 Penalty: 3707.776367
	Iteration 20F: 3 clusters Score -1.12059e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -11205934.000000 Penalty: 3707.776367
	Iteration 21Q: 3 clusters Score -1.120593e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -11205968.000000 Penalty: 3707.776367
	Iteration 22Q: 3 clusters Score -1.120597e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -11206017.000000 Penalty: 3707.776367
	Iteration 23Q: 3 clusters Score -1.120602e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -11206035.000000 Penalty: 3707.776367
	Iteration 24Q: 3 clusters Score -1.120604e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -11206034.000000 Penalty: 3707.776367
	Iteration 25Q: 3 clusters Score -1.120603e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -11206016.000000 Penalty: 3707.776367
	Iteration 26Q: 3 clusters Score -1.120602e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 89102 members 
Entering Unmasked Estep 
Score: -11206046.000000 Penalty: 3707.776367
	Iteration 27Q: 3 clusters Score -1.120605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
Score: -11206060.000000 Penalty: 3707.776367
	Iteration 28Q: 3 clusters Score -1.120606e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -11206056.000000 Penalty: 3707.776367
	Iteration 29Q: 3 clusters Score -1.120606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -11206083.000000 Penalty: 3707.776367
	Iteration 30Q: 3 clusters Score -1.120608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 89232 members 
Entering Unmasked Estep 
Score: -11206077.000000 Penalty: 3707.776367
	Iteration 31Q: 3 clusters Score -1.120608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -11206088.000000 Penalty: 3707.776367
	Iteration 32Q: 3 clusters Score -1.120609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 89274 members 
Entering Unmasked Estep 
Score: -11206105.000000 Penalty: 3707.776367
	Iteration 33Q: 3 clusters Score -1.12061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -11206095.000000 Penalty: 3707.776367
	Iteration 34Q: 3 clusters Score -1.12061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -11206105.000000 Penalty: 3707.776367
	Iteration 35Q: 3 clusters Score -1.12061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -11206112.000000 Penalty: 3707.776367
	Iteration 36Q: 3 clusters Score -1.120611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -11206111.000000 Penalty: 3707.776367
	Iteration 37Q: 3 clusters Score -1.120611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -11206111.000000 Penalty: 3707.776367
	Iteration 38Q: 3 clusters Score -1.120611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 89351 members 
Entering Unmasked Estep 
Score: -11206117.000000 Penalty: 3707.776367
	Iteration 39Q: 3 clusters Score -1.120612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -11206126.000000 Penalty: 3707.776367
	Iteration 40F: 3 clusters Score -1.120613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -11206134.000000 Penalty: 3707.776367
	Iteration 41Q: 3 clusters Score -1.120613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -11206136.000000 Penalty: 3707.776367
	Iteration 42Q: 3 clusters Score -1.120614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 89392 members 
Entering Unmasked Estep 
Score: -11206137.000000 Penalty: 3707.776367
	Iteration 43Q: 3 clusters Score -1.120614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11206137.000000 Penalty: 3707.776367
	Iteration 44Q: 3 clusters Score -1.120614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -11206134.000000 Penalty: 3707.776367
	Iteration 45Q: 3 clusters Score -1.120613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 89413 members 
Entering Unmasked Estep 
Score: -11206151.000000 Penalty: 3707.776367
	Iteration 46Q: 3 clusters Score -1.120615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -11206153.000000 Penalty: 3707.776367
	Iteration 47Q: 3 clusters Score -1.120615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -11206146.000000 Penalty: 3707.776367
	Iteration 48Q: 3 clusters Score -1.120615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -11206154.000000 Penalty: 3707.776367
	Iteration 49Q: 3 clusters Score -1.120615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 89437 members 
Entering Unmasked Estep 
Score: -11206150.000000 Penalty: 3707.776367
	Iteration 50Q: 3 clusters Score -1.120615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -11206155.000000 Penalty: 3707.776367
	Iteration 51Q: 3 clusters Score -1.120616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -11206152.000000 Penalty: 3707.776367
	Iteration 52Q: 3 clusters Score -1.120615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -11206159.000000 Penalty: 3707.776367
	Iteration 53Q: 3 clusters Score -1.120616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -11206169.000000 Penalty: 3707.776367
	Iteration 54Q: 3 clusters Score -1.120617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -11206161.000000 Penalty: 3707.776367
	Iteration 55Q: 3 clusters Score -1.120616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -11206161.000000 Penalty: 3707.776367
	Iteration 56F: 3 clusters Score -1.120616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -406383.312500 Penalty: 1327.930786
	Iteration 0F: 2 clusters Score -406383.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -403296.156250 Penalty: 2655.861572
	Iteration 0F: 3 clusters Score -403296.2 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -404060.625000 Penalty: 2655.861572
	Iteration 1F: 3 clusters Score -404060.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -404274.875000 Penalty: 2655.861572
	Iteration 2F: 3 clusters Score -404274.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -404428.031250 Penalty: 2655.861572
	Iteration 3F: 3 clusters Score -404428 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -404577.343750 Penalty: 2655.861572
	Iteration 4F: 3 clusters Score -404577.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -404721.531250 Penalty: 2655.861572
	Iteration 5F: 3 clusters Score -404721.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -404850.500000 Penalty: 2655.861572
	Iteration 6Q: 3 clusters Score -404850.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -404965.031250 Penalty: 2655.861572
	Iteration 7Q: 3 clusters Score -404965 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -405076.843750 Penalty: 2655.861572
	Iteration 8Q: 3 clusters Score -405076.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -405179.750000 Penalty: 2655.861572
	Iteration 9Q: 3 clusters Score -405179.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -405271.593750 Penalty: 2655.861572
	Iteration 10Q: 3 clusters Score -405271.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -405354.781250 Penalty: 2655.861572
	Iteration 11Q: 3 clusters Score -405354.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -405440.343750 Penalty: 2655.861572
	Iteration 12Q: 3 clusters Score -405440.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -405507.781250 Penalty: 2655.861572
	Iteration 13Q: 3 clusters Score -405507.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -405561.281250 Penalty: 2655.861572
	Iteration 14Q: 3 clusters Score -405561.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -405607.562500 Penalty: 2655.861572
	Iteration 15Q: 3 clusters Score -405607.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -405656.468750 Penalty: 2655.861572
	Iteration 16Q: 3 clusters Score -405656.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -405693.250000 Penalty: 2655.861572
	Iteration 17Q: 3 clusters Score -405693.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -405722.000000 Penalty: 2655.861572
	Iteration 18Q: 3 clusters Score -405722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -405757.093750 Penalty: 2655.861572
	Iteration 19Q: 3 clusters Score -405757.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -405788.125000 Penalty: 2655.861572
	Iteration 20F: 3 clusters Score -405788.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -405821.906250 Penalty: 2655.861572
	Iteration 21Q: 3 clusters Score -405821.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -405851.281250 Penalty: 2655.861572
	Iteration 22Q: 3 clusters Score -405851.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -405881.093750 Penalty: 2655.861572
	Iteration 23Q: 3 clusters Score -405881.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -405914.093750 Penalty: 2655.861572
	Iteration 24Q: 3 clusters Score -405914.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -405946.468750 Penalty: 2655.861572
	Iteration 25Q: 3 clusters Score -405946.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -405982.156250 Penalty: 2655.861572
	Iteration 26Q: 3 clusters Score -405982.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -406012.562500 Penalty: 2655.861572
	Iteration 27Q: 3 clusters Score -406012.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -406042.656250 Penalty: 2655.861572
	Iteration 28Q: 3 clusters Score -406042.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -406072.625000 Penalty: 2655.861572
	Iteration 29Q: 3 clusters Score -406072.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -406091.281250 Penalty: 2655.861572
	Iteration 30Q: 3 clusters Score -406091.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -406106.218750 Penalty: 2655.861572
	Iteration 31Q: 3 clusters Score -406106.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -406118.687500 Penalty: 2655.861572
	Iteration 32Q: 3 clusters Score -406118.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -406127.312500 Penalty: 2655.861572
	Iteration 33Q: 3 clusters Score -406127.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -406137.593750 Penalty: 2655.861572
	Iteration 34Q: 3 clusters Score -406137.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -406147.062500 Penalty: 2655.861572
	Iteration 35Q: 3 clusters Score -406147.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -406154.125000 Penalty: 2655.861572
	Iteration 36Q: 3 clusters Score -406154.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -406162.437500 Penalty: 2655.861572
	Iteration 37Q: 3 clusters Score -406162.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -406172.062500 Penalty: 2655.861572
	Iteration 38Q: 3 clusters Score -406172.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -406177.781250 Penalty: 2655.861572
	Iteration 39Q: 3 clusters Score -406177.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -406182.343750 Penalty: 2655.861572
	Iteration 40F: 3 clusters Score -406182.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -406187.250000 Penalty: 2655.861572
	Iteration 41Q: 3 clusters Score -406187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -406189.406250 Penalty: 2655.861572
	Iteration 42Q: 3 clusters Score -406189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -406193.312500 Penalty: 2655.861572
	Iteration 43Q: 3 clusters Score -406193.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -406194.531250 Penalty: 2655.861572
	Iteration 44Q: 3 clusters Score -406194.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -406195.437500 Penalty: 2655.861572
	Iteration 45Q: 3 clusters Score -406195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -406195.687500 Penalty: 2655.861572
	Iteration 46Q: 3 clusters Score -406195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -406195.562500 Penalty: 2655.861572
	Iteration 47Q: 3 clusters Score -406195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -406195.562500 Penalty: 2655.861572
	Iteration 48F: 3 clusters Score -406195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -44210.707031 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -44210.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43262.421875 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -43262.42 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43484.828125 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -43484.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43550.292969 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -43550.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43610.417969 Penalty: 1962.307983
	Iteration 3F: 3 clusters Score -43610.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43675.222656 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -43675.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43756.308594 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -43756.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43846.281250 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -43846.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43885.789062 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -43885.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43918.679688 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -43918.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43925.601562 Penalty: 1962.307983
	Iteration 9Q: 3 clusters Score -43925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43934.359375 Penalty: 1962.307983
	Iteration 10Q: 3 clusters Score -43934.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43941.070312 Penalty: 1962.307983
	Iteration 11Q: 3 clusters Score -43941.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43945.906250 Penalty: 1962.307983
	Iteration 12Q: 3 clusters Score -43945.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43947.000000 Penalty: 1962.307983
	Iteration 13Q: 3 clusters Score -43947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43947.000000 Penalty: 1962.307983
	Iteration 14F: 3 clusters Score -43947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Entering Unmasked Estep 
Score: -1311200.000000 Penalty: 1508.659058
	Iteration 0F: 2 clusters Score -1311200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1303541.250000 Penalty: 3017.318115
	Iteration 0F: 3 clusters Score -1303541 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1306072.375000 Penalty: 3017.318115
	Iteration 1F: 3 clusters Score -1306072 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1306334.000000 Penalty: 3017.318115
	Iteration 2F: 3 clusters Score -1306334 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1306548.625000 Penalty: 3017.318115
	Iteration 3Q: 3 clusters Score -1306549 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1306759.750000 Penalty: 3017.318115
	Iteration 4Q: 3 clusters Score -1306760 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1306967.000000 Penalty: 3017.318115
	Iteration 5Q: 3 clusters Score -1306967 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1307200.125000 Penalty: 3017.318115
	Iteration 6Q: 3 clusters Score -1307200 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1307438.750000 Penalty: 3017.318115
	Iteration 7Q: 3 clusters Score -1307439 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1307704.250000 Penalty: 3017.318115
	Iteration 8Q: 3 clusters Score -1307704 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1307972.375000 Penalty: 3017.318115
	Iteration 9Q: 3 clusters Score -1307972 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1308228.750000 Penalty: 3017.318115
	Iteration 10Q: 3 clusters Score -1308229 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1308433.500000 Penalty: 3017.318115
	Iteration 11Q: 3 clusters Score -1308434 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1308616.875000 Penalty: 3017.318115
	Iteration 12Q: 3 clusters Score -1308617 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1308741.500000 Penalty: 3017.318115
	Iteration 13Q: 3 clusters Score -1308742 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1308832.625000 Penalty: 3017.318115
	Iteration 14Q: 3 clusters Score -1308833 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1308910.000000 Penalty: 3017.318115
	Iteration 15Q: 3 clusters Score -1308910 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1308971.125000 Penalty: 3017.318115
	Iteration 16Q: 3 clusters Score -1308971 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1309038.875000 Penalty: 3017.318115
	Iteration 17Q: 3 clusters Score -1309039 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1309093.625000 Penalty: 3017.318115
	Iteration 18Q: 3 clusters Score -1309094 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1309160.250000 Penalty: 3017.318115
	Iteration 19Q: 3 clusters Score -1309160 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1309217.125000 Penalty: 3017.318115
	Iteration 20F: 3 clusters Score -1309217 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1309276.250000 Penalty: 3017.318115
	Iteration 21Q: 3 clusters Score -1309276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1309331.750000 Penalty: 3017.318115
	Iteration 22Q: 3 clusters Score -1309332 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1309381.875000 Penalty: 3017.318115
	Iteration 23Q: 3 clusters Score -1309382 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1309420.875000 Penalty: 3017.318115
	Iteration 24Q: 3 clusters Score -1309421 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1309467.750000 Penalty: 3017.318115
	Iteration 25Q: 3 clusters Score -1309468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1309504.625000 Penalty: 3017.318115
	Iteration 26Q: 3 clusters Score -1309505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1309528.625000 Penalty: 3017.318115
	Iteration 27Q: 3 clusters Score -1309529 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1309548.250000 Penalty: 3017.318115
	Iteration 28Q: 3 clusters Score -1309548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1309564.125000 Penalty: 3017.318115
	Iteration 29Q: 3 clusters Score -1309564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1309582.625000 Penalty: 3017.318115
	Iteration 30Q: 3 clusters Score -1309583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1309604.125000 Penalty: 3017.318115
	Iteration 31Q: 3 clusters Score -1309604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1309622.750000 Penalty: 3017.318115
	Iteration 32Q: 3 clusters Score -1309623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1309646.750000 Penalty: 3017.318115
	Iteration 33Q: 3 clusters Score -1309647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1309663.125000 Penalty: 3017.318115
	Iteration 34Q: 3 clusters Score -1309663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1309676.750000 Penalty: 3017.318115
	Iteration 35Q: 3 clusters Score -1309677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1309685.375000 Penalty: 3017.318115
	Iteration 36Q: 3 clusters Score -1309685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1309697.500000 Penalty: 3017.318115
	Iteration 37Q: 3 clusters Score -1309698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1309710.500000 Penalty: 3017.318115
	Iteration 38Q: 3 clusters Score -1309710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1309727.500000 Penalty: 3017.318115
	Iteration 39Q: 3 clusters Score -1309728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1309749.250000 Penalty: 3017.318115
	Iteration 40F: 3 clusters Score -1309749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1309768.125000 Penalty: 3017.318115
	Iteration 41Q: 3 clusters Score -1309768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1309782.125000 Penalty: 3017.318115
	Iteration 42Q: 3 clusters Score -1309782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1309789.750000 Penalty: 3017.318115
	Iteration 43Q: 3 clusters Score -1309790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1309796.250000 Penalty: 3017.318115
	Iteration 44Q: 3 clusters Score -1309796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1309802.250000 Penalty: 3017.318115
	Iteration 45Q: 3 clusters Score -1309802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1309808.750000 Penalty: 3017.318115
	Iteration 46Q: 3 clusters Score -1309809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1309814.625000 Penalty: 3017.318115
	Iteration 47Q: 3 clusters Score -1309815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1309816.250000 Penalty: 3017.318115
	Iteration 48Q: 3 clusters Score -1309816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1309820.875000 Penalty: 3017.318115
	Iteration 49Q: 3 clusters Score -1309821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1309822.625000 Penalty: 3017.318115
	Iteration 50Q: 3 clusters Score -1309823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1309823.000000 Penalty: 3017.318115
	Iteration 51Q: 3 clusters Score -1309823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1309829.000000 Penalty: 3017.318115
	Iteration 52Q: 3 clusters Score -1309829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1309834.875000 Penalty: 3017.318115
	Iteration 53Q: 3 clusters Score -1309835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1309838.250000 Penalty: 3017.318115
	Iteration 54Q: 3 clusters Score -1309838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1309836.750000 Penalty: 3017.318115
	Iteration 55Q: 3 clusters Score -1309837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1309839.625000 Penalty: 3017.318115
	Iteration 56Q: 3 clusters Score -1309840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1309839.500000 Penalty: 3017.318115
	Iteration 57Q: 3 clusters Score -1309840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1309843.500000 Penalty: 3017.318115
	Iteration 58Q: 3 clusters Score -1309844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1309846.250000 Penalty: 3017.318115
	Iteration 59Q: 3 clusters Score -1309846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1309845.125000 Penalty: 3017.318115
	Iteration 60F: 3 clusters Score -1309845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1309847.125000 Penalty: 3017.318115
	Iteration 61Q: 3 clusters Score -1309847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1309847.500000 Penalty: 3017.318115
	Iteration 62Q: 3 clusters Score -1309848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1309850.000000 Penalty: 3017.318115
	Iteration 63Q: 3 clusters Score -1309850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1309849.250000 Penalty: 3017.318115
	Iteration 64Q: 3 clusters Score -1309849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1309853.625000 Penalty: 3017.318115
	Iteration 65Q: 3 clusters Score -1309854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1309854.500000 Penalty: 3017.318115
	Iteration 66Q: 3 clusters Score -1309854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1309856.375000 Penalty: 3017.318115
	Iteration 67Q: 3 clusters Score -1309856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1309857.750000 Penalty: 3017.318115
	Iteration 68Q: 3 clusters Score -1309858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1309858.000000 Penalty: 3017.318115
	Iteration 69Q: 3 clusters Score -1309858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1309859.500000 Penalty: 3017.318115
	Iteration 70Q: 3 clusters Score -1309860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1309859.625000 Penalty: 3017.318115
	Iteration 71Q: 3 clusters Score -1309860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1309859.375000 Penalty: 3017.318115
	Iteration 72Q: 3 clusters Score -1309859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1309859.375000 Penalty: 3017.318115
	Iteration 73F: 3 clusters Score -1309859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -69177.203125 Penalty: 1056.459595
	Iteration 0F: 2 clusters Score -69177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68037.265625 Penalty: 2112.919189
	Iteration 0F: 3 clusters Score -68037.27 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68348.875000 Penalty: 2112.919189
	Iteration 1F: 3 clusters Score -68348.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68440.476562 Penalty: 2112.919189
	Iteration 2F: 3 clusters Score -68440.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68509.554688 Penalty: 2112.919189
	Iteration 3F: 3 clusters Score -68509.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68547.156250 Penalty: 2112.919189
	Iteration 4Q: 3 clusters Score -68547.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68595.367188 Penalty: 2112.919189
	Iteration 5Q: 3 clusters Score -68595.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68621.562500 Penalty: 2112.919189
	Iteration 6Q: 3 clusters Score -68621.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68635.945312 Penalty: 2112.919189
	Iteration 7Q: 3 clusters Score -68635.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68641.992188 Penalty: 2112.919189
	Iteration 8Q: 3 clusters Score -68641.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68643.359375 Penalty: 2112.919189
	Iteration 9Q: 3 clusters Score -68643.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68643.359375 Penalty: 2112.919189
	Iteration 10F: 3 clusters Score -68643.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -260426.531250 Penalty: 1251.518555
	Iteration 0F: 2 clusters Score -260426.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -258180.812500 Penalty: 2503.037109
	Iteration 0F: 3 clusters Score -258180.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -258751.406250 Penalty: 2503.037109
	Iteration 1F: 3 clusters Score -258751.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -258952.078125 Penalty: 2503.037109
	Iteration 2F: 3 clusters Score -258952.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -259076.640625 Penalty: 2503.037109
	Iteration 3F: 3 clusters Score -259076.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -259200.593750 Penalty: 2503.037109
	Iteration 4F: 3 clusters Score -259200.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -259291.640625 Penalty: 2503.037109
	Iteration 5Q: 3 clusters Score -259291.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -259349.796875 Penalty: 2503.037109
	Iteration 6Q: 3 clusters Score -259349.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -259396.609375 Penalty: 2503.037109
	Iteration 7Q: 3 clusters Score -259396.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -259444.015625 Penalty: 2503.037109
	Iteration 8Q: 3 clusters Score -259444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -259481.000000 Penalty: 2503.037109
	Iteration 9Q: 3 clusters Score -259481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -259511.859375 Penalty: 2503.037109
	Iteration 10Q: 3 clusters Score -259511.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -259534.859375 Penalty: 2503.037109
	Iteration 11Q: 3 clusters Score -259534.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -259558.875000 Penalty: 2503.037109
	Iteration 12Q: 3 clusters Score -259558.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -259583.562500 Penalty: 2503.037109
	Iteration 13Q: 3 clusters Score -259583.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -259602.031250 Penalty: 2503.037109
	Iteration 14Q: 3 clusters Score -259602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -259617.500000 Penalty: 2503.037109
	Iteration 15Q: 3 clusters Score -259617.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -259634.343750 Penalty: 2503.037109
	Iteration 16Q: 3 clusters Score -259634.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -259647.843750 Penalty: 2503.037109
	Iteration 17Q: 3 clusters Score -259647.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -259661.937500 Penalty: 2503.037109
	Iteration 18Q: 3 clusters Score -259661.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -259667.765625 Penalty: 2503.037109
	Iteration 19Q: 3 clusters Score -259667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -259675.578125 Penalty: 2503.037109
	Iteration 20F: 3 clusters Score -259675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -259681.859375 Penalty: 2503.037109
	Iteration 21Q: 3 clusters Score -259681.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -259686.062500 Penalty: 2503.037109
	Iteration 22Q: 3 clusters Score -259686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -259688.796875 Penalty: 2503.037109
	Iteration 23Q: 3 clusters Score -259688.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -259691.578125 Penalty: 2503.037109
	Iteration 24Q: 3 clusters Score -259691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -259695.359375 Penalty: 2503.037109
	Iteration 25Q: 3 clusters Score -259695.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -259701.390625 Penalty: 2503.037109
	Iteration 26Q: 3 clusters Score -259701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -259706.500000 Penalty: 2503.037109
	Iteration 27Q: 3 clusters Score -259706.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -259709.437500 Penalty: 2503.037109
	Iteration 28Q: 3 clusters Score -259709.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -259713.250000 Penalty: 2503.037109
	Iteration 29Q: 3 clusters Score -259713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -259717.562500 Penalty: 2503.037109
	Iteration 30Q: 3 clusters Score -259717.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -259720.359375 Penalty: 2503.037109
	Iteration 31Q: 3 clusters Score -259720.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -259724.812500 Penalty: 2503.037109
	Iteration 32Q: 3 clusters Score -259724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -259726.453125 Penalty: 2503.037109
	Iteration 33Q: 3 clusters Score -259726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -259727.796875 Penalty: 2503.037109
	Iteration 34Q: 3 clusters Score -259727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -259729.953125 Penalty: 2503.037109
	Iteration 35Q: 3 clusters Score -259730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -259730.468750 Penalty: 2503.037109
	Iteration 36Q: 3 clusters Score -259730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -259730.796875 Penalty: 2503.037109
	Iteration 37Q: 3 clusters Score -259730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -259730.796875 Penalty: 2503.037109
	Iteration 38F: 3 clusters Score -259730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Entering Unmasked Estep 
Score: -3136019.500000 Penalty: 1647.535278
	Iteration 0F: 2 clusters Score -3136020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3119026.750000 Penalty: 3295.070557
	Iteration 0F: 3 clusters Score -3119027 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3125234.500000 Penalty: 3295.070557
	Iteration 1F: 3 clusters Score -3125234 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3125578.750000 Penalty: 3295.070557
	Iteration 2Q: 3 clusters Score -3125579 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3125868.000000 Penalty: 3295.070557
	Iteration 3Q: 3 clusters Score -3125868 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3126134.000000 Penalty: 3295.070557
	Iteration 4Q: 3 clusters Score -3126134 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3126444.750000 Penalty: 3295.070557
	Iteration 5Q: 3 clusters Score -3126445 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3126770.500000 Penalty: 3295.070557
	Iteration 6Q: 3 clusters Score -3126770 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3127138.500000 Penalty: 3295.070557
	Iteration 7Q: 3 clusters Score -3127138 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3127557.000000 Penalty: 3295.070557
	Iteration 8Q: 3 clusters Score -3127557 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3128067.250000 Penalty: 3295.070557
	Iteration 9Q: 3 clusters Score -3128067 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3128719.500000 Penalty: 3295.070557
	Iteration 10Q: 3 clusters Score -3128720 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3129496.250000 Penalty: 3295.070557
	Iteration 11Q: 3 clusters Score -3129496 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3130297.500000 Penalty: 3295.070557
	Iteration 12Q: 3 clusters Score -3130298 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3131023.500000 Penalty: 3295.070557
	Iteration 13Q: 3 clusters Score -3131024 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3131495.250000 Penalty: 3295.070557
	Iteration 14Q: 3 clusters Score -3131495 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3131753.000000 Penalty: 3295.070557
	Iteration 15Q: 3 clusters Score -3131753 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3131884.250000 Penalty: 3295.070557
	Iteration 16Q: 3 clusters Score -3131884 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3132032.500000 Penalty: 3295.070557
	Iteration 17Q: 3 clusters Score -3132032 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3132132.500000 Penalty: 3295.070557
	Iteration 18Q: 3 clusters Score -3132132 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3132225.500000 Penalty: 3295.070557
	Iteration 19Q: 3 clusters Score -3132226 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3132287.000000 Penalty: 3295.070557
	Iteration 20F: 3 clusters Score -3132287 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3132356.250000 Penalty: 3295.070557
	Iteration 21Q: 3 clusters Score -3132356 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3132419.750000 Penalty: 3295.070557
	Iteration 22Q: 3 clusters Score -3132420 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3132475.500000 Penalty: 3295.070557
	Iteration 23Q: 3 clusters Score -3132476 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3132531.750000 Penalty: 3295.070557
	Iteration 24Q: 3 clusters Score -3132532 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3132581.750000 Penalty: 3295.070557
	Iteration 25Q: 3 clusters Score -3132582 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3132645.000000 Penalty: 3295.070557
	Iteration 26Q: 3 clusters Score -3132645 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3132697.500000 Penalty: 3295.070557
	Iteration 27Q: 3 clusters Score -3132698 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3132750.000000 Penalty: 3295.070557
	Iteration 28Q: 3 clusters Score -3132750 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3132797.750000 Penalty: 3295.070557
	Iteration 29Q: 3 clusters Score -3132798 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3132846.500000 Penalty: 3295.070557
	Iteration 30Q: 3 clusters Score -3132846 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3132887.500000 Penalty: 3295.070557
	Iteration 31Q: 3 clusters Score -3132888 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3132918.250000 Penalty: 3295.070557
	Iteration 32Q: 3 clusters Score -3132918 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3132964.750000 Penalty: 3295.070557
	Iteration 33Q: 3 clusters Score -3132965 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3133014.000000 Penalty: 3295.070557
	Iteration 34Q: 3 clusters Score -3133014 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3133056.000000 Penalty: 3295.070557
	Iteration 35Q: 3 clusters Score -3133056 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3133105.750000 Penalty: 3295.070557
	Iteration 36Q: 3 clusters Score -3133106 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3133136.250000 Penalty: 3295.070557
	Iteration 37Q: 3 clusters Score -3133136 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3133188.500000 Penalty: 3295.070557
	Iteration 38Q: 3 clusters Score -3133188 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3133202.250000 Penalty: 3295.070557
	Iteration 39Q: 3 clusters Score -3133202 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3133223.500000 Penalty: 3295.070557
	Iteration 40F: 3 clusters Score -3133224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -3133235.250000 Penalty: 3295.070557
	Iteration 41Q: 3 clusters Score -3133235 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3133278.000000 Penalty: 3295.070557
	Iteration 42Q: 3 clusters Score -3133278 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3133295.750000 Penalty: 3295.070557
	Iteration 43Q: 3 clusters Score -3133296 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3133327.750000 Penalty: 3295.070557
	Iteration 44Q: 3 clusters Score -3133328 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3133351.250000 Penalty: 3295.070557
	Iteration 45Q: 3 clusters Score -3133351 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3133368.000000 Penalty: 3295.070557
	Iteration 46Q: 3 clusters Score -3133368 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3133391.500000 Penalty: 3295.070557
	Iteration 47Q: 3 clusters Score -3133392 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3133409.000000 Penalty: 3295.070557
	Iteration 48Q: 3 clusters Score -3133409 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3133431.250000 Penalty: 3295.070557
	Iteration 49Q: 3 clusters Score -3133431 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3133455.000000 Penalty: 3295.070557
	Iteration 50Q: 3 clusters Score -3133455 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3133480.250000 Penalty: 3295.070557
	Iteration 51Q: 3 clusters Score -3133480 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3133494.750000 Penalty: 3295.070557
	Iteration 52Q: 3 clusters Score -3133495 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3133512.250000 Penalty: 3295.070557
	Iteration 53Q: 3 clusters Score -3133512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3133524.750000 Penalty: 3295.070557
	Iteration 54Q: 3 clusters Score -3133525 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3133536.250000 Penalty: 3295.070557
	Iteration 55Q: 3 clusters Score -3133536 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3133569.500000 Penalty: 3295.070557
	Iteration 56Q: 3 clusters Score -3133570 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3133588.500000 Penalty: 3295.070557
	Iteration 57Q: 3 clusters Score -3133588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3133592.750000 Penalty: 3295.070557
	Iteration 58Q: 3 clusters Score -3133593 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3133605.000000 Penalty: 3295.070557
	Iteration 59Q: 3 clusters Score -3133605 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3133617.250000 Penalty: 3295.070557
	Iteration 60F: 3 clusters Score -3133617 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3133631.750000 Penalty: 3295.070557
	Iteration 61Q: 3 clusters Score -3133632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3133641.750000 Penalty: 3295.070557
	Iteration 62Q: 3 clusters Score -3133642 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3133656.250000 Penalty: 3295.070557
	Iteration 63Q: 3 clusters Score -3133656 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3133675.750000 Penalty: 3295.070557
	Iteration 64Q: 3 clusters Score -3133676 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3133700.250000 Penalty: 3295.070557
	Iteration 65Q: 3 clusters Score -3133700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3133713.000000 Penalty: 3295.070557
	Iteration 66Q: 3 clusters Score -3133713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -3133729.000000 Penalty: 3295.070557
	Iteration 67Q: 3 clusters Score -3133729 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3133744.250000 Penalty: 3295.070557
	Iteration 68Q: 3 clusters Score -3133744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3133767.000000 Penalty: 3295.070557
	Iteration 69Q: 3 clusters Score -3133767 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3133779.500000 Penalty: 3295.070557
	Iteration 70Q: 3 clusters Score -3133780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3133793.250000 Penalty: 3295.070557
	Iteration 71Q: 3 clusters Score -3133793 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -3133811.250000 Penalty: 3295.070557
	Iteration 72Q: 3 clusters Score -3133811 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -3133828.750000 Penalty: 3295.070557
	Iteration 73Q: 3 clusters Score -3133829 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3133858.500000 Penalty: 3295.070557
	Iteration 74Q: 3 clusters Score -3133858 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3133873.250000 Penalty: 3295.070557
	Iteration 75Q: 3 clusters Score -3133873 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3133896 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3133926 nChanged 95
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Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3133940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3133963 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3134008 nChanged 96
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Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3134048 nChanged 102
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Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3134090 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3134117.250000 Penalty: 3295.070557
	Iteration 85Q: 3 clusters Score -3134117 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3134123.250000 Penalty: 3295.070557
	Iteration 86Q: 3 clusters Score -3134123 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3134140 nChanged 76
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Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3134167 nChanged 76
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Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3134186 nChanged 84
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Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3134219 nChanged 87
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Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3134234 nChanged 70
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Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3134257 nChanged 71
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Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3134264 nChanged 53
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Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3134288 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3134288 nChanged 64
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Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3134305 nChanged 68
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Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3134317 nChanged 61
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Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 23330 members 
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	Iteration 98Q: 3 clusters Score -3134335 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 23382 members 
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	Iteration 99Q: 3 clusters Score -3134352 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3134364 nChanged 53
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Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3134384 nChanged 54
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Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3134398 nChanged 37
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Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3134404.250000 Penalty: 3295.070557
	Iteration 103Q: 3 clusters Score -3134404 nChanged 34
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Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3134414 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3134431 nChanged 27
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Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3134439 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3134441 nChanged 27
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Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3134448 nChanged 21
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Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3134448 nChanged 18
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Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3134458 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3134460 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3134466 nChanged 21
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Mstep: Class 2 contains 23856 members 
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	Iteration 116Q: 3 clusters Score -3134476 nChanged 27
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Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3134484 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3134492 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3134504 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3134523.500000 Penalty: 3295.070557
	Iteration 120F: 3 clusters Score -3134524 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3134538 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3134556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3134564 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3134568 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3134575 nChanged 22
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Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3134585 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 24203 members 
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	Iteration 127Q: 3 clusters Score -3134597 nChanged 30
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Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3134603.750000 Penalty: 3295.070557
	Iteration 128Q: 3 clusters Score -3134604 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3134614 nChanged 23
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Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3134613 nChanged 20
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Mstep: Class 1 contains 1003 members 
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	Iteration 131Q: 3 clusters Score -3134616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3134623.250000 Penalty: 3295.070557
	Iteration 132Q: 3 clusters Score -3134623 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 24325 members 
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	Iteration 133Q: 3 clusters Score -3134623 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3134626.250000 Penalty: 3295.070557
	Iteration 134Q: 3 clusters Score -3134626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3134626 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3134632.500000 Penalty: 3295.070557
	Iteration 136Q: 3 clusters Score -3134632 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3134636 nChanged 10
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Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3134639.750000 Penalty: 3295.070557
	Iteration 138Q: 3 clusters Score -3134640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3134639 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3134643.750000 Penalty: 3295.070557
	Iteration 140F: 3 clusters Score -3134644 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3134644 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3134649.500000 Penalty: 3295.070557
	Iteration 142Q: 3 clusters Score -3134650 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3134645.000000 Penalty: 3295.070557
	Iteration 143Q: 3 clusters Score -3134645 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3134651.750000 Penalty: 3295.070557
	Iteration 144Q: 3 clusters Score -3134652 nChanged 5
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Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 24426 members 
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	Iteration 145Q: 3 clusters Score -3134654 nChanged 6
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Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 24432 members 
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	Iteration 146Q: 3 clusters Score -3134656 nChanged 3
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Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 24435 members 
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	Iteration 147Q: 3 clusters Score -3134655 nChanged 4
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Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3134654 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3134655 nChanged 3
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Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 24445 members 
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Score: -3134658.750000 Penalty: 3295.070557
	Iteration 150Q: 3 clusters Score -3134659 nChanged 4
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Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24449 members 
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	Iteration 151Q: 3 clusters Score -3134654 nChanged 6
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Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3134657 nChanged 8
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Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24463 members 
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	Iteration 153Q: 3 clusters Score -3134658 nChanged 13
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Mstep: Class 1 contains 831 members 
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	Iteration 154Q: 3 clusters Score -3134660 nChanged 6
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Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24478 members 
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	Iteration 155Q: 3 clusters Score -3134664 nChanged 5
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Mstep: Class 1 contains 820 members 
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	Iteration 156Q: 3 clusters Score -3134665 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24490 members 
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	Iteration 157Q: 3 clusters Score -3134670 nChanged 8
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	Iteration 158Q: 3 clusters Score -3134674 nChanged 12
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Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 24510 members 
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	Iteration 159Q: 3 clusters Score -3134674 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24522 members 
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	Iteration 160F: 3 clusters Score -3134680 nChanged 9
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Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24529 members 
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	Iteration 161Q: 3 clusters Score -3134678 nChanged 14
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Mstep: Class 1 contains 762 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3134688 nChanged 11
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Mstep: Class 1 contains 751 members 
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	Iteration 163Q: 3 clusters Score -3134699 nChanged 13
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Mstep: Class 1 contains 740 members 
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	Iteration 164Q: 3 clusters Score -3134700 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
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	Iteration 165Q: 3 clusters Score -3134706 nChanged 10
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Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3134710 nChanged 6
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Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24592 members 
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	Iteration 167Q: 3 clusters Score -3134710 nChanged 6
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Mstep: Class 1 contains 705 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3134708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3134712.000000 Penalty: 3295.070557
	Iteration 169Q: 3 clusters Score -3134712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3134714.500000 Penalty: 3295.070557
	Iteration 170Q: 3 clusters Score -3134714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3134712.500000 Penalty: 3295.070557
	Iteration 171Q: 3 clusters Score -3134712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3134722.250000 Penalty: 3295.070557
	Iteration 172Q: 3 clusters Score -3134722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3134721.250000 Penalty: 3295.070557
	Iteration 173Q: 3 clusters Score -3134721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3134721.250000 Penalty: 3295.070557
	Iteration 174Q: 3 clusters Score -3134721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3134727.000000 Penalty: 3295.070557
	Iteration 175Q: 3 clusters Score -3134727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3134727.500000 Penalty: 3295.070557
	Iteration 176Q: 3 clusters Score -3134728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3134727.500000 Penalty: 3295.070557
	Iteration 177Q: 3 clusters Score -3134728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3134728.500000 Penalty: 3295.070557
	Iteration 178Q: 3 clusters Score -3134728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3134728.500000 Penalty: 3295.070557
	Iteration 179F: 3 clusters Score -3134728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Entering Unmasked Estep 
Score: -6476347.500000 Penalty: 1761.473389
	Iteration 0F: 2 clusters Score -6476348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -6443210.500000 Penalty: 3522.946777
	Iteration 0F: 3 clusters Score -6443210 nChanged 23884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -6456549.000000 Penalty: 3522.946777
	Iteration 1F: 3 clusters Score -6456549 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -6456939.500000 Penalty: 3522.946777
	Iteration 2Q: 3 clusters Score -6456940 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -6457337.500000 Penalty: 3522.946777
	Iteration 3Q: 3 clusters Score -6457338 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -6457773.500000 Penalty: 3522.946777
	Iteration 4Q: 3 clusters Score -6457774 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -6458397.500000 Penalty: 3522.946777
	Iteration 5Q: 3 clusters Score -6458398 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -6459504.000000 Penalty: 3522.946777
	Iteration 6Q: 3 clusters Score -6459504 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -6461258.000000 Penalty: 3522.946777
	Iteration 7F: 3 clusters Score -6461258 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -6464099.000000 Penalty: 3522.946777
	Iteration 8F: 3 clusters Score -6464099 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -6467181.000000 Penalty: 3522.946777
	Iteration 9F: 3 clusters Score -6467181 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -6469912.500000 Penalty: 3522.946777
	Iteration 10F: 3 clusters Score -6469912 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -6471737.500000 Penalty: 3522.946777
	Iteration 11Q: 3 clusters Score -6471738 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -6472937.000000 Penalty: 3522.946777
	Iteration 12Q: 3 clusters Score -6472937 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -6473702.000000 Penalty: 3522.946777
	Iteration 13Q: 3 clusters Score -6473702 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -6474207.500000 Penalty: 3522.946777
	Iteration 14Q: 3 clusters Score -6474208 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -6474447.000000 Penalty: 3522.946777
	Iteration 15Q: 3 clusters Score -6474447 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -6474608.000000 Penalty: 3522.946777
	Iteration 16Q: 3 clusters Score -6474608 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -6474686.000000 Penalty: 3522.946777
	Iteration 17Q: 3 clusters Score -6474686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -6474728.500000 Penalty: 3522.946777
	Iteration 18Q: 3 clusters Score -6474728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -6474759.500000 Penalty: 3522.946777
	Iteration 19Q: 3 clusters Score -6474760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -6474794.500000 Penalty: 3522.946777
	Iteration 20F: 3 clusters Score -6474794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -6474819.000000 Penalty: 3522.946777
	Iteration 21Q: 3 clusters Score -6474819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -6474827.500000 Penalty: 3522.946777
	Iteration 22Q: 3 clusters Score -6474828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -6474827.500000 Penalty: 3522.946777
	Iteration 23Q: 3 clusters Score -6474828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -6474836.000000 Penalty: 3522.946777
	Iteration 24Q: 3 clusters Score -6474836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -6474846.000000 Penalty: 3522.946777
	Iteration 25Q: 3 clusters Score -6474846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -6474865.500000 Penalty: 3522.946777
	Iteration 26Q: 3 clusters Score -6474866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -6474878.000000 Penalty: 3522.946777
	Iteration 27Q: 3 clusters Score -6474878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -6474886.000000 Penalty: 3522.946777
	Iteration 28Q: 3 clusters Score -6474886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6474892.500000 Penalty: 3522.946777
	Iteration 29Q: 3 clusters Score -6474892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6474892.500000 Penalty: 3522.946777
	Iteration 30Q: 3 clusters Score -6474892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -6474895.500000 Penalty: 3522.946777
	Iteration 31Q: 3 clusters Score -6474896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -6474901.500000 Penalty: 3522.946777
	Iteration 32Q: 3 clusters Score -6474902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -6474905.500000 Penalty: 3522.946777
	Iteration 33Q: 3 clusters Score -6474906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -6474907.000000 Penalty: 3522.946777
	Iteration 34Q: 3 clusters Score -6474907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -6474907.000000 Penalty: 3522.946777
	Iteration 35Q: 3 clusters Score -6474907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -6474907.000000 Penalty: 3522.946777
	Iteration 36Q: 3 clusters Score -6474907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -6474912.500000 Penalty: 3522.946777
	Iteration 37Q: 3 clusters Score -6474912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -6474916.500000 Penalty: 3522.946777
	Iteration 38Q: 3 clusters Score -6474916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -6474919.500000 Penalty: 3522.946777
	Iteration 39Q: 3 clusters Score -6474920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -6474921.500000 Penalty: 3522.946777
	Iteration 40F: 3 clusters Score -6474922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -6474914.500000 Penalty: 3522.946777
	Iteration 41Q: 3 clusters Score -6474914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -6474920.000000 Penalty: 3522.946777
	Iteration 42Q: 3 clusters Score -6474920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -6474919.000000 Penalty: 3522.946777
	Iteration 43Q: 3 clusters Score -6474919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -6474925.500000 Penalty: 3522.946777
	Iteration 44Q: 3 clusters Score -6474926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -6474925.500000 Penalty: 3522.946777
	Iteration 45F: 3 clusters Score -6474926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -572733.312500 Penalty: 1374.885620
	Iteration 0F: 2 clusters Score -572733.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -568933.312500 Penalty: 2749.771240
	Iteration 0F: 3 clusters Score -568933.3 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -569984.875000 Penalty: 2749.771240
	Iteration 1F: 3 clusters Score -569984.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -570162.937500 Penalty: 2749.771240
	Iteration 2F: 3 clusters Score -570162.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -570288.875000 Penalty: 2749.771240
	Iteration 3F: 3 clusters Score -570288.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -570376.812500 Penalty: 2749.771240
	Iteration 4Q: 3 clusters Score -570376.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -570481.500000 Penalty: 2749.771240
	Iteration 5Q: 3 clusters Score -570481.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -570582.750000 Penalty: 2749.771240
	Iteration 6Q: 3 clusters Score -570582.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -570672.250000 Penalty: 2749.771240
	Iteration 7Q: 3 clusters Score -570672.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -570754.875000 Penalty: 2749.771240
	Iteration 8Q: 3 clusters Score -570754.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -570844.437500 Penalty: 2749.771240
	Iteration 9Q: 3 clusters Score -570844.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -570929.375000 Penalty: 2749.771240
	Iteration 10Q: 3 clusters Score -570929.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -570994.000000 Penalty: 2749.771240
	Iteration 11Q: 3 clusters Score -570994 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -571054.625000 Penalty: 2749.771240
	Iteration 12Q: 3 clusters Score -571054.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -571101.875000 Penalty: 2749.771240
	Iteration 13Q: 3 clusters Score -571101.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -571143.125000 Penalty: 2749.771240
	Iteration 14Q: 3 clusters Score -571143.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -571186.437500 Penalty: 2749.771240
	Iteration 15Q: 3 clusters Score -571186.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -571217.125000 Penalty: 2749.771240
	Iteration 16Q: 3 clusters Score -571217.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -571240.812500 Penalty: 2749.771240
	Iteration 17Q: 3 clusters Score -571240.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -571255.562500 Penalty: 2749.771240
	Iteration 18Q: 3 clusters Score -571255.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -571269.375000 Penalty: 2749.771240
	Iteration 19Q: 3 clusters Score -571269.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -571279.500000 Penalty: 2749.771240
	Iteration 20F: 3 clusters Score -571279.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -571285.875000 Penalty: 2749.771240
	Iteration 21Q: 3 clusters Score -571285.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -571293.000000 Penalty: 2749.771240
	Iteration 22Q: 3 clusters Score -571293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -571300.812500 Penalty: 2749.771240
	Iteration 23Q: 3 clusters Score -571300.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -571309.750000 Penalty: 2749.771240
	Iteration 24Q: 3 clusters Score -571309.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -571317.187500 Penalty: 2749.771240
	Iteration 25Q: 3 clusters Score -571317.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -571325.812500 Penalty: 2749.771240
	Iteration 26Q: 3 clusters Score -571325.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -571329.937500 Penalty: 2749.771240
	Iteration 27Q: 3 clusters Score -571329.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -571334.312500 Penalty: 2749.771240
	Iteration 28Q: 3 clusters Score -571334.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -571335.375000 Penalty: 2749.771240
	Iteration 29Q: 3 clusters Score -571335.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -571338.437500 Penalty: 2749.771240
	Iteration 30Q: 3 clusters Score -571338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -571339.875000 Penalty: 2749.771240
	Iteration 31Q: 3 clusters Score -571339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -571341.812500 Penalty: 2749.771240
	Iteration 32Q: 3 clusters Score -571341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -571341.812500 Penalty: 2749.771240
	Iteration 33Q: 3 clusters Score -571341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -571342.750000 Penalty: 2749.771240
	Iteration 34Q: 3 clusters Score -571342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -571344.187500 Penalty: 2749.771240
	Iteration 35Q: 3 clusters Score -571344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -571344.187500 Penalty: 2749.771240
	Iteration 36F: 3 clusters Score -571344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Entering Unmasked Estep 
Score: -437775.500000 Penalty: 1333.968384
	Iteration 0F: 2 clusters Score -437775.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -434677.375000 Penalty: 2667.936768
	Iteration 0F: 3 clusters Score -434677.4 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -435489.062500 Penalty: 2667.936768
	Iteration 1F: 3 clusters Score -435489.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -435654.375000 Penalty: 2667.936768
	Iteration 2F: 3 clusters Score -435654.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -435747.968750 Penalty: 2667.936768
	Iteration 3Q: 3 clusters Score -435748 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -435844.031250 Penalty: 2667.936768
	Iteration 4Q: 3 clusters Score -435844 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -435932.687500 Penalty: 2667.936768
	Iteration 5Q: 3 clusters Score -435932.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -436010.312500 Penalty: 2667.936768
	Iteration 6Q: 3 clusters Score -436010.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -436076.656250 Penalty: 2667.936768
	Iteration 7Q: 3 clusters Score -436076.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -436139.468750 Penalty: 2667.936768
	Iteration 8Q: 3 clusters Score -436139.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -436208.156250 Penalty: 2667.936768
	Iteration 9Q: 3 clusters Score -436208.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -436266.687500 Penalty: 2667.936768
	Iteration 10Q: 3 clusters Score -436266.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -436306.625000 Penalty: 2667.936768
	Iteration 11Q: 3 clusters Score -436306.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -436336.968750 Penalty: 2667.936768
	Iteration 12Q: 3 clusters Score -436337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -436371.656250 Penalty: 2667.936768
	Iteration 13Q: 3 clusters Score -436371.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -436407.250000 Penalty: 2667.936768
	Iteration 14Q: 3 clusters Score -436407.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -436437.812500 Penalty: 2667.936768
	Iteration 15Q: 3 clusters Score -436437.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -436465.000000 Penalty: 2667.936768
	Iteration 16Q: 3 clusters Score -436465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -436481.218750 Penalty: 2667.936768
	Iteration 17Q: 3 clusters Score -436481.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -436499.375000 Penalty: 2667.936768
	Iteration 18Q: 3 clusters Score -436499.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -436515.281250 Penalty: 2667.936768
	Iteration 19Q: 3 clusters Score -436515.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -436529.000000 Penalty: 2667.936768
	Iteration 20F: 3 clusters Score -436529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -436542.718750 Penalty: 2667.936768
	Iteration 21Q: 3 clusters Score -436542.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -436553.531250 Penalty: 2667.936768
	Iteration 22Q: 3 clusters Score -436553.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -436565.062500 Penalty: 2667.936768
	Iteration 23Q: 3 clusters Score -436565.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -436575.218750 Penalty: 2667.936768
	Iteration 24Q: 3 clusters Score -436575.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -436586.718750 Penalty: 2667.936768
	Iteration 25Q: 3 clusters Score -436586.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -436598.468750 Penalty: 2667.936768
	Iteration 26Q: 3 clusters Score -436598.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -436614.312500 Penalty: 2667.936768
	Iteration 27Q: 3 clusters Score -436614.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -436634.375000 Penalty: 2667.936768
	Iteration 28Q: 3 clusters Score -436634.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -436653.625000 Penalty: 2667.936768
	Iteration 29Q: 3 clusters Score -436653.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -436665.156250 Penalty: 2667.936768
	Iteration 30Q: 3 clusters Score -436665.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -436676.031250 Penalty: 2667.936768
	Iteration 31Q: 3 clusters Score -436676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -436689.062500 Penalty: 2667.936768
	Iteration 32Q: 3 clusters Score -436689.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -436704.156250 Penalty: 2667.936768
	Iteration 33Q: 3 clusters Score -436704.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -436720.000000 Penalty: 2667.936768
	Iteration 34Q: 3 clusters Score -436720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -436735.000000 Penalty: 2667.936768
	Iteration 35Q: 3 clusters Score -436735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -436747.687500 Penalty: 2667.936768
	Iteration 36Q: 3 clusters Score -436747.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -436764.343750 Penalty: 2667.936768
	Iteration 37Q: 3 clusters Score -436764.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -436777.593750 Penalty: 2667.936768
	Iteration 38Q: 3 clusters Score -436777.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -436792.343750 Penalty: 2667.936768
	Iteration 39Q: 3 clusters Score -436792.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -436809.625000 Penalty: 2667.936768
	Iteration 40F: 3 clusters Score -436809.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -436827.656250 Penalty: 2667.936768
	Iteration 41Q: 3 clusters Score -436827.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -436859.875000 Penalty: 2667.936768
	Iteration 42Q: 3 clusters Score -436859.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -436890.062500 Penalty: 2667.936768
	Iteration 43Q: 3 clusters Score -436890.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -436915.218750 Penalty: 2667.936768
	Iteration 44Q: 3 clusters Score -436915.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -436940.750000 Penalty: 2667.936768
	Iteration 45Q: 3 clusters Score -436940.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -436961.406250 Penalty: 2667.936768
	Iteration 46Q: 3 clusters Score -436961.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -436974.593750 Penalty: 2667.936768
	Iteration 47Q: 3 clusters Score -436974.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -436984.031250 Penalty: 2667.936768
	Iteration 48Q: 3 clusters Score -436984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -436989.093750 Penalty: 2667.936768
	Iteration 49Q: 3 clusters Score -436989.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -436994.156250 Penalty: 2667.936768
	Iteration 50Q: 3 clusters Score -436994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -436994.031250 Penalty: 2667.936768
	Iteration 51Q: 3 clusters Score -436994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -436995.375000 Penalty: 2667.936768
	Iteration 52Q: 3 clusters Score -436995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -436996.968750 Penalty: 2667.936768
	Iteration 53Q: 3 clusters Score -436997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -436997.843750 Penalty: 2667.936768
	Iteration 54Q: 3 clusters Score -436997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -436998.062500 Penalty: 2667.936768
	Iteration 55Q: 3 clusters Score -436998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -436999.343750 Penalty: 2667.936768
	Iteration 56Q: 3 clusters Score -436999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -437004.156250 Penalty: 2667.936768
	Iteration 57Q: 3 clusters Score -437004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -437008.031250 Penalty: 2667.936768
	Iteration 58Q: 3 clusters Score -437008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -437011.625000 Penalty: 2667.936768
	Iteration 59Q: 3 clusters Score -437011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -437013.187500 Penalty: 2667.936768
	Iteration 60F: 3 clusters Score -437013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -437014.843750 Penalty: 2667.936768
	Iteration 61Q: 3 clusters Score -437014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -437016.000000 Penalty: 2667.936768
	Iteration 62Q: 3 clusters Score -437016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -437017.625000 Penalty: 2667.936768
	Iteration 63Q: 3 clusters Score -437017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -437018.812500 Penalty: 2667.936768
	Iteration 64Q: 3 clusters Score -437018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -437019.718750 Penalty: 2667.936768
	Iteration 65Q: 3 clusters Score -437019.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -437020.062500 Penalty: 2667.936768
	Iteration 66Q: 3 clusters Score -437020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -437020.312500 Penalty: 2667.936768
	Iteration 67Q: 3 clusters Score -437020.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -437019.656250 Penalty: 2667.936768
	Iteration 68Q: 3 clusters Score -437019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -437019.656250 Penalty: 2667.936768
	Iteration 69F: 3 clusters Score -437019.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -18630.570312 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -18630.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17915.082031 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -17915.08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18143.007812 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -18143.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18281.046875 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -18281.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18366.615234 Penalty: 1826.630249
	Iteration 3F: 3 clusters Score -18366.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18378.224609 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -18378.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18378.224609 Penalty: 1826.630249
	Iteration 5F: 3 clusters Score -18378.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Entering Unmasked Estep 
Score: -711462.375000 Penalty: 1409.000488
	Iteration 0F: 2 clusters Score -711462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -706922.187500 Penalty: 2818.000977
	Iteration 0F: 3 clusters Score -706922.2 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -708203.125000 Penalty: 2818.000977
	Iteration 1F: 3 clusters Score -708203.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -708375.437500 Penalty: 2818.000977
	Iteration 2F: 3 clusters Score -708375.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -708502.687500 Penalty: 2818.000977
	Iteration 3Q: 3 clusters Score -708502.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -708600.062500 Penalty: 2818.000977
	Iteration 4Q: 3 clusters Score -708600.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -708683.125000 Penalty: 2818.000977
	Iteration 5Q: 3 clusters Score -708683.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -708756.875000 Penalty: 2818.000977
	Iteration 6Q: 3 clusters Score -708756.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -708835.562500 Penalty: 2818.000977
	Iteration 7Q: 3 clusters Score -708835.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -708903.125000 Penalty: 2818.000977
	Iteration 8Q: 3 clusters Score -708903.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -708978.937500 Penalty: 2818.000977
	Iteration 9Q: 3 clusters Score -708978.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -709051.187500 Penalty: 2818.000977
	Iteration 10Q: 3 clusters Score -709051.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -709115.687500 Penalty: 2818.000977
	Iteration 11Q: 3 clusters Score -709115.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -709190.125000 Penalty: 2818.000977
	Iteration 12Q: 3 clusters Score -709190.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -709266.562500 Penalty: 2818.000977
	Iteration 13Q: 3 clusters Score -709266.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -709338.500000 Penalty: 2818.000977
	Iteration 14Q: 3 clusters Score -709338.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -709420.750000 Penalty: 2818.000977
	Iteration 15Q: 3 clusters Score -709420.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -709511.875000 Penalty: 2818.000977
	Iteration 16Q: 3 clusters Score -709511.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -709610.312500 Penalty: 2818.000977
	Iteration 17Q: 3 clusters Score -709610.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -709695.875000 Penalty: 2818.000977
	Iteration 18Q: 3 clusters Score -709695.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -709761.687500 Penalty: 2818.000977
	Iteration 19Q: 3 clusters Score -709761.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -709811.187500 Penalty: 2818.000977
	Iteration 20F: 3 clusters Score -709811.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -709867.437500 Penalty: 2818.000977
	Iteration 21Q: 3 clusters Score -709867.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -709931.187500 Penalty: 2818.000977
	Iteration 22Q: 3 clusters Score -709931.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -709987.625000 Penalty: 2818.000977
	Iteration 23Q: 3 clusters Score -709987.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -710030.375000 Penalty: 2818.000977
	Iteration 24Q: 3 clusters Score -710030.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -710080.625000 Penalty: 2818.000977
	Iteration 25Q: 3 clusters Score -710080.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -710115.562500 Penalty: 2818.000977
	Iteration 26Q: 3 clusters Score -710115.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -710146.125000 Penalty: 2818.000977
	Iteration 27Q: 3 clusters Score -710146.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -710170.687500 Penalty: 2818.000977
	Iteration 28Q: 3 clusters Score -710170.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -710190.875000 Penalty: 2818.000977
	Iteration 29Q: 3 clusters Score -710190.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -710210.750000 Penalty: 2818.000977
	Iteration 30Q: 3 clusters Score -710210.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -710229.500000 Penalty: 2818.000977
	Iteration 31Q: 3 clusters Score -710229.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -710254.000000 Penalty: 2818.000977
	Iteration 32Q: 3 clusters Score -710254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -710276.562500 Penalty: 2818.000977
	Iteration 33Q: 3 clusters Score -710276.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -710292.937500 Penalty: 2818.000977
	Iteration 34Q: 3 clusters Score -710292.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -710304.812500 Penalty: 2818.000977
	Iteration 35Q: 3 clusters Score -710304.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -710319.250000 Penalty: 2818.000977
	Iteration 36Q: 3 clusters Score -710319.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -710328.562500 Penalty: 2818.000977
	Iteration 37Q: 3 clusters Score -710328.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -710331.937500 Penalty: 2818.000977
	Iteration 38Q: 3 clusters Score -710331.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -710334.562500 Penalty: 2818.000977
	Iteration 39Q: 3 clusters Score -710334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -710336.062500 Penalty: 2818.000977
	Iteration 40F: 3 clusters Score -710336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -710335.812500 Penalty: 2818.000977
	Iteration 41Q: 3 clusters Score -710335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -710336.312500 Penalty: 2818.000977
	Iteration 42Q: 3 clusters Score -710336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -710337.062500 Penalty: 2818.000977
	Iteration 43Q: 3 clusters Score -710337.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -710341.375000 Penalty: 2818.000977
	Iteration 44Q: 3 clusters Score -710341.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -710345.187500 Penalty: 2818.000977
	Iteration 45Q: 3 clusters Score -710345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -710347.250000 Penalty: 2818.000977
	Iteration 46Q: 3 clusters Score -710347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -710350.687500 Penalty: 2818.000977
	Iteration 47Q: 3 clusters Score -710350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -710352.937500 Penalty: 2818.000977
	Iteration 48Q: 3 clusters Score -710352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -710352.812500 Penalty: 2818.000977
	Iteration 49Q: 3 clusters Score -710352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -710354.312500 Penalty: 2818.000977
	Iteration 50Q: 3 clusters Score -710354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -710353.437500 Penalty: 2818.000977
	Iteration 51Q: 3 clusters Score -710353.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -710354.687500 Penalty: 2818.000977
	Iteration 52Q: 3 clusters Score -710354.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -710354.687500 Penalty: 2818.000977
	Iteration 53F: 3 clusters Score -710354.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Entering Unmasked Estep 
Score: -954631.875000 Penalty: 1454.903442
	Iteration 0F: 2 clusters Score -954631.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -948897.125000 Penalty: 2909.806885
	Iteration 0F: 3 clusters Score -948897.1 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -950589.062500 Penalty: 2909.806885
	Iteration 1F: 3 clusters Score -950589.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -950779.562500 Penalty: 2909.806885
	Iteration 2F: 3 clusters Score -950779.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -950919.187500 Penalty: 2909.806885
	Iteration 3Q: 3 clusters Score -950919.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -951036.937500 Penalty: 2909.806885
	Iteration 4Q: 3 clusters Score -951036.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -951121.687500 Penalty: 2909.806885
	Iteration 5Q: 3 clusters Score -951121.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -951187.250000 Penalty: 2909.806885
	Iteration 6Q: 3 clusters Score -951187.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -951237.500000 Penalty: 2909.806885
	Iteration 7Q: 3 clusters Score -951237.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -951277.000000 Penalty: 2909.806885
	Iteration 8Q: 3 clusters Score -951277 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -951310.125000 Penalty: 2909.806885
	Iteration 9Q: 3 clusters Score -951310.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -951343.562500 Penalty: 2909.806885
	Iteration 10Q: 3 clusters Score -951343.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -951371.250000 Penalty: 2909.806885
	Iteration 11Q: 3 clusters Score -951371.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -951393.375000 Penalty: 2909.806885
	Iteration 12Q: 3 clusters Score -951393.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -951417.500000 Penalty: 2909.806885
	Iteration 13Q: 3 clusters Score -951417.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -951443.250000 Penalty: 2909.806885
	Iteration 14Q: 3 clusters Score -951443.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -951470.625000 Penalty: 2909.806885
	Iteration 15Q: 3 clusters Score -951470.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -951497.562500 Penalty: 2909.806885
	Iteration 16Q: 3 clusters Score -951497.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -951532.187500 Penalty: 2909.806885
	Iteration 17Q: 3 clusters Score -951532.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -951570.312500 Penalty: 2909.806885
	Iteration 18Q: 3 clusters Score -951570.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -951608.812500 Penalty: 2909.806885
	Iteration 19Q: 3 clusters Score -951608.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -951658.500000 Penalty: 2909.806885
	Iteration 20F: 3 clusters Score -951658.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -951710.437500 Penalty: 2909.806885
	Iteration 21Q: 3 clusters Score -951710.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -951772.250000 Penalty: 2909.806885
	Iteration 22Q: 3 clusters Score -951772.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -951850.687500 Penalty: 2909.806885
	Iteration 23Q: 3 clusters Score -951850.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -951941.250000 Penalty: 2909.806885
	Iteration 24Q: 3 clusters Score -951941.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -952032.750000 Penalty: 2909.806885
	Iteration 25Q: 3 clusters Score -952032.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -952145.812500 Penalty: 2909.806885
	Iteration 26Q: 3 clusters Score -952145.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -952258.687500 Penalty: 2909.806885
	Iteration 27Q: 3 clusters Score -952258.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -952399.750000 Penalty: 2909.806885
	Iteration 28Q: 3 clusters Score -952399.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -952520.687500 Penalty: 2909.806885
	Iteration 29Q: 3 clusters Score -952520.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -952629.500000 Penalty: 2909.806885
	Iteration 30Q: 3 clusters Score -952629.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -952739.500000 Penalty: 2909.806885
	Iteration 31Q: 3 clusters Score -952739.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -952849.625000 Penalty: 2909.806885
	Iteration 32Q: 3 clusters Score -952849.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -952958.500000 Penalty: 2909.806885
	Iteration 33Q: 3 clusters Score -952958.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -953041.250000 Penalty: 2909.806885
	Iteration 34Q: 3 clusters Score -953041.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -953090.250000 Penalty: 2909.806885
	Iteration 35Q: 3 clusters Score -953090.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -953131.312500 Penalty: 2909.806885
	Iteration 36Q: 3 clusters Score -953131.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -953167.687500 Penalty: 2909.806885
	Iteration 37Q: 3 clusters Score -953167.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -953201.062500 Penalty: 2909.806885
	Iteration 38Q: 3 clusters Score -953201.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -953220.312500 Penalty: 2909.806885
	Iteration 39Q: 3 clusters Score -953220.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -953238.000000 Penalty: 2909.806885
	Iteration 40F: 3 clusters Score -953238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -953249.312500 Penalty: 2909.806885
	Iteration 41Q: 3 clusters Score -953249.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -953260.812500 Penalty: 2909.806885
	Iteration 42Q: 3 clusters Score -953260.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -953269.875000 Penalty: 2909.806885
	Iteration 43Q: 3 clusters Score -953269.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -953283.437500 Penalty: 2909.806885
	Iteration 44Q: 3 clusters Score -953283.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -953297.125000 Penalty: 2909.806885
	Iteration 45Q: 3 clusters Score -953297.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -953307.750000 Penalty: 2909.806885
	Iteration 46Q: 3 clusters Score -953307.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -953315.125000 Penalty: 2909.806885
	Iteration 47Q: 3 clusters Score -953315.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -953323.500000 Penalty: 2909.806885
	Iteration 48Q: 3 clusters Score -953323.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -953333.062500 Penalty: 2909.806885
	Iteration 49Q: 3 clusters Score -953333.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -953339.250000 Penalty: 2909.806885
	Iteration 50Q: 3 clusters Score -953339.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -953348.437500 Penalty: 2909.806885
	Iteration 51Q: 3 clusters Score -953348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -953354.187500 Penalty: 2909.806885
	Iteration 52Q: 3 clusters Score -953354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -953355.750000 Penalty: 2909.806885
	Iteration 53Q: 3 clusters Score -953355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -953357.437500 Penalty: 2909.806885
	Iteration 54Q: 3 clusters Score -953357.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -953361.812500 Penalty: 2909.806885
	Iteration 55Q: 3 clusters Score -953361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -953365.687500 Penalty: 2909.806885
	Iteration 56Q: 3 clusters Score -953365.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -953367.312500 Penalty: 2909.806885
	Iteration 57Q: 3 clusters Score -953367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -953369.125000 Penalty: 2909.806885
	Iteration 58Q: 3 clusters Score -953369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -953369.250000 Penalty: 2909.806885
	Iteration 59Q: 3 clusters Score -953369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -953371.187500 Penalty: 2909.806885
	Iteration 60F: 3 clusters Score -953371.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Entering Unmasked Estep 
Score: -10426886.000000 Penalty: 1840.898438
	Iteration 0F: 2 clusters Score -1.042689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -10372004.000000 Penalty: 3681.796875
	Iteration 0F: 3 clusters Score -1.0372e+07 nChanged 39574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -10395032.000000 Penalty: 3681.796875
	Iteration 1F: 3 clusters Score -1.039503e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -10395748.000000 Penalty: 3681.796875
	Iteration 2Q: 3 clusters Score -1.039575e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -10396877.000000 Penalty: 3681.796875
	Iteration 3Q: 3 clusters Score -1.039688e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -10398624.000000 Penalty: 3681.796875
	Iteration 4Q: 3 clusters Score -1.039862e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -10401521.000000 Penalty: 3681.796875
	Iteration 5F: 3 clusters Score -1.040152e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -10405838.000000 Penalty: 3681.796875
	Iteration 6F: 3 clusters Score -1.040584e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -10410996.000000 Penalty: 3681.796875
	Iteration 7F: 3 clusters Score -1.0411e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -10415633.000000 Penalty: 3681.796875
	Iteration 8F: 3 clusters Score -1.041563e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -10418482.000000 Penalty: 3681.796875
	Iteration 9Q: 3 clusters Score -1.041848e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -10420373.000000 Penalty: 3681.796875
	Iteration 10Q: 3 clusters Score -1.042037e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -10421520.000000 Penalty: 3681.796875
	Iteration 11Q: 3 clusters Score -1.042152e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -10422425.000000 Penalty: 3681.796875
	Iteration 12Q: 3 clusters Score -1.042242e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -10423110.000000 Penalty: 3681.796875
	Iteration 13Q: 3 clusters Score -1.042311e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -10423653.000000 Penalty: 3681.796875
	Iteration 14Q: 3 clusters Score -1.042365e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -10424073.000000 Penalty: 3681.796875
	Iteration 15Q: 3 clusters Score -1.042407e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -10424376.000000 Penalty: 3681.796875
	Iteration 16Q: 3 clusters Score -1.042438e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80221 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -10424617.000000 Penalty: 3681.796875
	Iteration 17Q: 3 clusters Score -1.042462e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -10424789.000000 Penalty: 3681.796875
	Iteration 18Q: 3 clusters Score -1.042479e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -10424904.000000 Penalty: 3681.796875
	Iteration 19Q: 3 clusters Score -1.04249e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -10424986.000000 Penalty: 3681.796875
	Iteration 20F: 3 clusters Score -1.042499e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10425109.000000 Penalty: 3681.796875
	Iteration 21Q: 3 clusters Score -1.042511e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -10425207.000000 Penalty: 3681.796875
	Iteration 22Q: 3 clusters Score -1.042521e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10425269.000000 Penalty: 3681.796875
	Iteration 23Q: 3 clusters Score -1.042527e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10425320.000000 Penalty: 3681.796875
	Iteration 24Q: 3 clusters Score -1.042532e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -10425366.000000 Penalty: 3681.796875
	Iteration 25Q: 3 clusters Score -1.042537e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10425385.000000 Penalty: 3681.796875
	Iteration 26Q: 3 clusters Score -1.042538e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10425413.000000 Penalty: 3681.796875
	Iteration 27Q: 3 clusters Score -1.042541e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82157 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10425414.000000 Penalty: 3681.796875
	Iteration 28Q: 3 clusters Score -1.042541e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10425424.000000 Penalty: 3681.796875
	Iteration 29Q: 3 clusters Score -1.042542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10425422.000000 Penalty: 3681.796875
	Iteration 30Q: 3 clusters Score -1.042542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10425429.000000 Penalty: 3681.796875
	Iteration 31Q: 3 clusters Score -1.042543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10425438.000000 Penalty: 3681.796875
	Iteration 32Q: 3 clusters Score -1.042544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10425442.000000 Penalty: 3681.796875
	Iteration 33Q: 3 clusters Score -1.042544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10425454.000000 Penalty: 3681.796875
	Iteration 34Q: 3 clusters Score -1.042545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10425466.000000 Penalty: 3681.796875
	Iteration 35Q: 3 clusters Score -1.042547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10425460.000000 Penalty: 3681.796875
	Iteration 36Q: 3 clusters Score -1.042546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10425454.000000 Penalty: 3681.796875
	Iteration 37Q: 3 clusters Score -1.042545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10425446.000000 Penalty: 3681.796875
	Iteration 38Q: 3 clusters Score -1.042545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10425448.000000 Penalty: 3681.796875
	Iteration 39Q: 3 clusters Score -1.042545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10425456.000000 Penalty: 3681.796875
	Iteration 40F: 3 clusters Score -1.042546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10425449.000000 Penalty: 3681.796875
	Iteration 41Q: 3 clusters Score -1.042545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10425464.000000 Penalty: 3681.796875
	Iteration 42Q: 3 clusters Score -1.042546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10425467.000000 Penalty: 3681.796875
	Iteration 43Q: 3 clusters Score -1.042547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10425471.000000 Penalty: 3681.796875
	Iteration 44Q: 3 clusters Score -1.042547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10425464.000000 Penalty: 3681.796875
	Iteration 45Q: 3 clusters Score -1.042546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82317 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10425454.000000 Penalty: 3681.796875
	Iteration 46Q: 3 clusters Score -1.042545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10425452.000000 Penalty: 3681.796875
	Iteration 47Q: 3 clusters Score -1.042545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10425444.000000 Penalty: 3681.796875
	Iteration 48Q: 3 clusters Score -1.042544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10425462.000000 Penalty: 3681.796875
	Iteration 49Q: 3 clusters Score -1.042546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10425463.000000 Penalty: 3681.796875
	Iteration 50Q: 3 clusters Score -1.042546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -10425467.000000 Penalty: 3681.796875
	Iteration 51Q: 3 clusters Score -1.042547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10425463.000000 Penalty: 3681.796875
	Iteration 52Q: 3 clusters Score -1.042546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82380 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10425475.000000 Penalty: 3681.796875
	Iteration 53Q: 3 clusters Score -1.042548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10425480.000000 Penalty: 3681.796875
	Iteration 54Q: 3 clusters Score -1.042548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10425486.000000 Penalty: 3681.796875
	Iteration 55Q: 3 clusters Score -1.042549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10425489.000000 Penalty: 3681.796875
	Iteration 56Q: 3 clusters Score -1.042549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10425493.000000 Penalty: 3681.796875
	Iteration 57Q: 3 clusters Score -1.042549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10425493.000000 Penalty: 3681.796875
	Iteration 58Q: 3 clusters Score -1.042549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10425497.000000 Penalty: 3681.796875
	Iteration 59Q: 3 clusters Score -1.04255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10425505.000000 Penalty: 3681.796875
	Iteration 60F: 3 clusters Score -1.04255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10425509.000000 Penalty: 3681.796875
	Iteration 61Q: 3 clusters Score -1.042551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10425502.000000 Penalty: 3681.796875
	Iteration 62Q: 3 clusters Score -1.04255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10425500.000000 Penalty: 3681.796875
	Iteration 63Q: 3 clusters Score -1.04255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10425501.000000 Penalty: 3681.796875
	Iteration 64Q: 3 clusters Score -1.04255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10425510.000000 Penalty: 3681.796875
	Iteration 65Q: 3 clusters Score -1.042551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10425505.000000 Penalty: 3681.796875
	Iteration 66Q: 3 clusters Score -1.04255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82434 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10425512.000000 Penalty: 3681.796875
	Iteration 67Q: 3 clusters Score -1.042551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10425513.000000 Penalty: 3681.796875
	Iteration 68Q: 3 clusters Score -1.042551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10425513.000000 Penalty: 3681.796875
	Iteration 69F: 3 clusters Score -1.042551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Entering Unmasked Estep 
Score: -9777336.000000 Penalty: 1833.134766
	Iteration 0F: 2 clusters Score -9777336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -9724595.000000 Penalty: 3666.269531
	Iteration 0F: 3 clusters Score -9724595 nChanged 37817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -9746465.000000 Penalty: 3666.269531
	Iteration 1F: 3 clusters Score -9746465 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -9747095.000000 Penalty: 3666.269531
	Iteration 2Q: 3 clusters Score -9747095 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -9747837.000000 Penalty: 3666.269531
	Iteration 3Q: 3 clusters Score -9747837 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -9748912.000000 Penalty: 3666.269531
	Iteration 4Q: 3 clusters Score -9748912 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -9750601.000000 Penalty: 3666.269531
	Iteration 5Q: 3 clusters Score -9750601 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -9753251.000000 Penalty: 3666.269531
	Iteration 6F: 3 clusters Score -9753251 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -9756796.000000 Penalty: 3666.269531
	Iteration 7F: 3 clusters Score -9756796 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -9761496.000000 Penalty: 3666.269531
	Iteration 8F: 3 clusters Score -9761496 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -9766483.000000 Penalty: 3666.269531
	Iteration 9F: 3 clusters Score -9766483 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -9770312.000000 Penalty: 3666.269531
	Iteration 10Q: 3 clusters Score -9770312 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -9772016.000000 Penalty: 3666.269531
	Iteration 11Q: 3 clusters Score -9772016 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -9772636.000000 Penalty: 3666.269531
	Iteration 12Q: 3 clusters Score -9772636 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -9772996.000000 Penalty: 3666.269531
	Iteration 13Q: 3 clusters Score -9772996 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -9773279.000000 Penalty: 3666.269531
	Iteration 14Q: 3 clusters Score -9773279 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -9773591.000000 Penalty: 3666.269531
	Iteration 15Q: 3 clusters Score -9773591 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -9773793.000000 Penalty: 3666.269531
	Iteration 16Q: 3 clusters Score -9773793 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -9773954.000000 Penalty: 3666.269531
	Iteration 17Q: 3 clusters Score -9773954 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -9774098.000000 Penalty: 3666.269531
	Iteration 18Q: 3 clusters Score -9774098 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -9774169.000000 Penalty: 3666.269531
	Iteration 19Q: 3 clusters Score -9774169 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -9774310.000000 Penalty: 3666.269531
	Iteration 20F: 3 clusters Score -9774310 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -9774406.000000 Penalty: 3666.269531
	Iteration 21Q: 3 clusters Score -9774406 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -9774483.000000 Penalty: 3666.269531
	Iteration 22Q: 3 clusters Score -9774483 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -9774579.000000 Penalty: 3666.269531
	Iteration 23Q: 3 clusters Score -9774579 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -9774654.000000 Penalty: 3666.269531
	Iteration 24Q: 3 clusters Score -9774654 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -9774717.000000 Penalty: 3666.269531
	Iteration 25Q: 3 clusters Score -9774717 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -9774796.000000 Penalty: 3666.269531
	Iteration 26Q: 3 clusters Score -9774796 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -9774840.000000 Penalty: 3666.269531
	Iteration 27Q: 3 clusters Score -9774840 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -9774887.000000 Penalty: 3666.269531
	Iteration 28Q: 3 clusters Score -9774887 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -9774910.000000 Penalty: 3666.269531
	Iteration 29Q: 3 clusters Score -9774910 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -9774965.000000 Penalty: 3666.269531
	Iteration 30Q: 3 clusters Score -9774965 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -9775027.000000 Penalty: 3666.269531
	Iteration 31Q: 3 clusters Score -9775027 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -9775044.000000 Penalty: 3666.269531
	Iteration 32Q: 3 clusters Score -9775044 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -9775084.000000 Penalty: 3666.269531
	Iteration 33Q: 3 clusters Score -9775084 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -9775148.000000 Penalty: 3666.269531
	Iteration 34Q: 3 clusters Score -9775148 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -9775207.000000 Penalty: 3666.269531
	Iteration 35Q: 3 clusters Score -9775207 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 71863 members 
Entering Unmasked Estep 
Score: -9775277.000000 Penalty: 3666.269531
	Iteration 36Q: 3 clusters Score -9775277 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -9775380.000000 Penalty: 3666.269531
	Iteration 37Q: 3 clusters Score -9775380 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -9775412.000000 Penalty: 3666.269531
	Iteration 38Q: 3 clusters Score -9775412 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -9775474.000000 Penalty: 3666.269531
	Iteration 39Q: 3 clusters Score -9775474 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -9775529.000000 Penalty: 3666.269531
	Iteration 40F: 3 clusters Score -9775529 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -9775602.000000 Penalty: 3666.269531
	Iteration 41Q: 3 clusters Score -9775602 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -9775676.000000 Penalty: 3666.269531
	Iteration 42Q: 3 clusters Score -9775676 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -9775738.000000 Penalty: 3666.269531
	Iteration 43Q: 3 clusters Score -9775738 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -9775821.000000 Penalty: 3666.269531
	Iteration 44Q: 3 clusters Score -9775821 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 74590 members 
Entering Unmasked Estep 
Score: -9775876.000000 Penalty: 3666.269531
	Iteration 45Q: 3 clusters Score -9775876 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -9775911.000000 Penalty: 3666.269531
	Iteration 46Q: 3 clusters Score -9775911 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -9775948.000000 Penalty: 3666.269531
	Iteration 47Q: 3 clusters Score -9775948 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -9776024.000000 Penalty: 3666.269531
	Iteration 48Q: 3 clusters Score -9776024 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -9776095.000000 Penalty: 3666.269531
	Iteration 49Q: 3 clusters Score -9776095 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -9776154.000000 Penalty: 3666.269531
	Iteration 50Q: 3 clusters Score -9776154 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -9776167.000000 Penalty: 3666.269531
	Iteration 51Q: 3 clusters Score -9776167 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -9776191.000000 Penalty: 3666.269531
	Iteration 52Q: 3 clusters Score -9776191 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -9776228.000000 Penalty: 3666.269531
	Iteration 53Q: 3 clusters Score -9776228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -9776261.000000 Penalty: 3666.269531
	Iteration 54Q: 3 clusters Score -9776261 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -9776262.000000 Penalty: 3666.269531
	Iteration 55Q: 3 clusters Score -9776262 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -9776278.000000 Penalty: 3666.269531
	Iteration 56Q: 3 clusters Score -9776278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -9776291.000000 Penalty: 3666.269531
	Iteration 57Q: 3 clusters Score -9776291 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -9776297.000000 Penalty: 3666.269531
	Iteration 58Q: 3 clusters Score -9776297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -9776286.000000 Penalty: 3666.269531
	Iteration 59Q: 3 clusters Score -9776286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 76601 members 
Entering Unmasked Estep 
Score: -9776301.000000 Penalty: 3666.269531
	Iteration 60F: 3 clusters Score -9776301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 76664 members 
Entering Unmasked Estep 
Score: -9776312.000000 Penalty: 3666.269531
	Iteration 61Q: 3 clusters Score -9776312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -9776309.000000 Penalty: 3666.269531
	Iteration 62Q: 3 clusters Score -9776309 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -9776309.000000 Penalty: 3666.269531
	Iteration 63Q: 3 clusters Score -9776309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -9776326.000000 Penalty: 3666.269531
	Iteration 64Q: 3 clusters Score -9776326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -9776332.000000 Penalty: 3666.269531
	Iteration 65Q: 3 clusters Score -9776332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -9776347.000000 Penalty: 3666.269531
	Iteration 66Q: 3 clusters Score -9776347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -9776352.000000 Penalty: 3666.269531
	Iteration 67Q: 3 clusters Score -9776352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -9776348.000000 Penalty: 3666.269531
	Iteration 68Q: 3 clusters Score -9776348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -9776365.000000 Penalty: 3666.269531
	Iteration 69Q: 3 clusters Score -9776365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -9776352.000000 Penalty: 3666.269531
	Iteration 70Q: 3 clusters Score -9776352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -9776348.000000 Penalty: 3666.269531
	Iteration 71Q: 3 clusters Score -9776348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -9776354.000000 Penalty: 3666.269531
	Iteration 72Q: 3 clusters Score -9776354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -9776378.000000 Penalty: 3666.269531
	Iteration 73Q: 3 clusters Score -9776378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
Score: -9776368.000000 Penalty: 3666.269531
	Iteration 74Q: 3 clusters Score -9776368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 77113 members 
Entering Unmasked Estep 
Score: -9776357.000000 Penalty: 3666.269531
	Iteration 75Q: 3 clusters Score -9776357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 77132 members 
Entering Unmasked Estep 
Score: -9776367.000000 Penalty: 3666.269531
	Iteration 76Q: 3 clusters Score -9776367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -9776380.000000 Penalty: 3666.269531
	Iteration 77Q: 3 clusters Score -9776380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -9776370.000000 Penalty: 3666.269531
	Iteration 78Q: 3 clusters Score -9776370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -9776372.000000 Penalty: 3666.269531
	Iteration 79Q: 3 clusters Score -9776372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -9776381.000000 Penalty: 3666.269531
	Iteration 80F: 3 clusters Score -9776381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 77203 members 
Entering Unmasked Estep 
Score: -9776380.000000 Penalty: 3666.269531
	Iteration 81Q: 3 clusters Score -9776380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -9776368.000000 Penalty: 3666.269531
	Iteration 82Q: 3 clusters Score -9776368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -9776379.000000 Penalty: 3666.269531
	Iteration 83Q: 3 clusters Score -9776379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -9776377.000000 Penalty: 3666.269531
	Iteration 84Q: 3 clusters Score -9776377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -9776369.000000 Penalty: 3666.269531
	Iteration 85Q: 3 clusters Score -9776369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -9776369.000000 Penalty: 3666.269531
	Iteration 86Q: 3 clusters Score -9776369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -9776368.000000 Penalty: 3666.269531
	Iteration 87Q: 3 clusters Score -9776368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -9776370.000000 Penalty: 3666.269531
	Iteration 88Q: 3 clusters Score -9776370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -9776364.000000 Penalty: 3666.269531
	Iteration 89Q: 3 clusters Score -9776364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -9776366.000000 Penalty: 3666.269531
	Iteration 90Q: 3 clusters Score -9776366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -9776370.000000 Penalty: 3666.269531
	Iteration 91Q: 3 clusters Score -9776370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -9776370.000000 Penalty: 3666.269531
	Iteration 92F: 3 clusters Score -9776370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -35185.210938 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -35185.21 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 176 members 
Entering Unmasked Estep 
Score: -34310.632812 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -34310.63 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34575.933594 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -34575.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34675.375000 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -34675.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34707.347656 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -34707.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34728.347656 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -34728.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34729.464844 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -34729.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34729.773438 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -34729.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34729.773438 Penalty: 1914.784302
	Iteration 7F: 3 clusters Score -34729.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1210252.750000 Penalty: 1497.636230
	Iteration 0F: 2 clusters Score -1210253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1203059.250000 Penalty: 2995.272461
	Iteration 0F: 3 clusters Score -1203059 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1205557.250000 Penalty: 2995.272461
	Iteration 1F: 3 clusters Score -1205557 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1205901.500000 Penalty: 2995.272461
	Iteration 2F: 3 clusters Score -1205902 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1206203.250000 Penalty: 2995.272461
	Iteration 3F: 3 clusters Score -1206203 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1206474.375000 Penalty: 2995.272461
	Iteration 4Q: 3 clusters Score -1206474 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1206721.875000 Penalty: 2995.272461
	Iteration 5Q: 3 clusters Score -1206722 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1206995.000000 Penalty: 2995.272461
	Iteration 6Q: 3 clusters Score -1206995 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1207294.375000 Penalty: 2995.272461
	Iteration 7Q: 3 clusters Score -1207294 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1207629.875000 Penalty: 2995.272461
	Iteration 8Q: 3 clusters Score -1207630 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1207942.250000 Penalty: 2995.272461
	Iteration 9Q: 3 clusters Score -1207942 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1208201.875000 Penalty: 2995.272461
	Iteration 10Q: 3 clusters Score -1208202 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1208405.500000 Penalty: 2995.272461
	Iteration 11Q: 3 clusters Score -1208406 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1208564.250000 Penalty: 2995.272461
	Iteration 12Q: 3 clusters Score -1208564 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1208702.000000 Penalty: 2995.272461
	Iteration 13Q: 3 clusters Score -1208702 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1208795.500000 Penalty: 2995.272461
	Iteration 14Q: 3 clusters Score -1208796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1208843.250000 Penalty: 2995.272461
	Iteration 15Q: 3 clusters Score -1208843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1208874.375000 Penalty: 2995.272461
	Iteration 16Q: 3 clusters Score -1208874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1208911.250000 Penalty: 2995.272461
	Iteration 17Q: 3 clusters Score -1208911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1208928.750000 Penalty: 2995.272461
	Iteration 18Q: 3 clusters Score -1208929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1208942.625000 Penalty: 2995.272461
	Iteration 19Q: 3 clusters Score -1208943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1208956.750000 Penalty: 2995.272461
	Iteration 20F: 3 clusters Score -1208957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1208969.750000 Penalty: 2995.272461
	Iteration 21Q: 3 clusters Score -1208970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1208972.250000 Penalty: 2995.272461
	Iteration 22Q: 3 clusters Score -1208972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1208975.500000 Penalty: 2995.272461
	Iteration 23Q: 3 clusters Score -1208976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1208975.875000 Penalty: 2995.272461
	Iteration 24Q: 3 clusters Score -1208976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1208977.875000 Penalty: 2995.272461
	Iteration 25Q: 3 clusters Score -1208978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1208978.125000 Penalty: 2995.272461
	Iteration 26Q: 3 clusters Score -1208978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1208981.125000 Penalty: 2995.272461
	Iteration 27Q: 3 clusters Score -1208981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1208981.625000 Penalty: 2995.272461
	Iteration 28Q: 3 clusters Score -1208982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1208981.625000 Penalty: 2995.272461
	Iteration 29F: 3 clusters Score -1208982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -178882.140625 Penalty: 1197.457642
	Iteration 0F: 2 clusters Score -178882.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -177055.031250 Penalty: 2394.915283
	Iteration 0F: 3 clusters Score -177055 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -177421.343750 Penalty: 2394.915283
	Iteration 1F: 3 clusters Score -177421.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177539.312500 Penalty: 2394.915283
	Iteration 2F: 3 clusters Score -177539.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -177605.671875 Penalty: 2394.915283
	Iteration 3Q: 3 clusters Score -177605.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -177660.593750 Penalty: 2394.915283
	Iteration 4Q: 3 clusters Score -177660.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177695.671875 Penalty: 2394.915283
	Iteration 5Q: 3 clusters Score -177695.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -177727.843750 Penalty: 2394.915283
	Iteration 6Q: 3 clusters Score -177727.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177750.531250 Penalty: 2394.915283
	Iteration 7Q: 3 clusters Score -177750.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -177773.859375 Penalty: 2394.915283
	Iteration 8Q: 3 clusters Score -177773.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -177797.484375 Penalty: 2394.915283
	Iteration 9Q: 3 clusters Score -177797.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -177820.046875 Penalty: 2394.915283
	Iteration 10Q: 3 clusters Score -177820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177838.578125 Penalty: 2394.915283
	Iteration 11Q: 3 clusters Score -177838.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -177857.562500 Penalty: 2394.915283
	Iteration 12Q: 3 clusters Score -177857.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -177867.781250 Penalty: 2394.915283
	Iteration 13Q: 3 clusters Score -177867.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -177872.625000 Penalty: 2394.915283
	Iteration 14Q: 3 clusters Score -177872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -177878.671875 Penalty: 2394.915283
	Iteration 15Q: 3 clusters Score -177878.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -177882.765625 Penalty: 2394.915283
	Iteration 16Q: 3 clusters Score -177882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177884.531250 Penalty: 2394.915283
	Iteration 17Q: 3 clusters Score -177884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -177885.140625 Penalty: 2394.915283
	Iteration 18Q: 3 clusters Score -177885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -177885.296875 Penalty: 2394.915283
	Iteration 19Q: 3 clusters Score -177885.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -177885.296875 Penalty: 2394.915283
	Iteration 20F: 3 clusters Score -177885.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -199576.671875 Penalty: 1211.673950
	Iteration 0F: 2 clusters Score -199576.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -197657.671875 Penalty: 2423.347900
	Iteration 0F: 3 clusters Score -197657.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198148.953125 Penalty: 2423.347900
	Iteration 1F: 3 clusters Score -198149 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -198324.671875 Penalty: 2423.347900
	Iteration 2F: 3 clusters Score -198324.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -198461.750000 Penalty: 2423.347900
	Iteration 3F: 3 clusters Score -198461.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -198625.984375 Penalty: 2423.347900
	Iteration 4F: 3 clusters Score -198626 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -198743.968750 Penalty: 2423.347900
	Iteration 5F: 3 clusters Score -198744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -198848.937500 Penalty: 2423.347900
	Iteration 6Q: 3 clusters Score -198848.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -198936.890625 Penalty: 2423.347900
	Iteration 7Q: 3 clusters Score -198936.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -199010.921875 Penalty: 2423.347900
	Iteration 8Q: 3 clusters Score -199010.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -199063.687500 Penalty: 2423.347900
	Iteration 9Q: 3 clusters Score -199063.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -199096.062500 Penalty: 2423.347900
	Iteration 10Q: 3 clusters Score -199096.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -199117.796875 Penalty: 2423.347900
	Iteration 11Q: 3 clusters Score -199117.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -199149.906250 Penalty: 2423.347900
	Iteration 12Q: 3 clusters Score -199149.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -199163.796875 Penalty: 2423.347900
	Iteration 13Q: 3 clusters Score -199163.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -199171.484375 Penalty: 2423.347900
	Iteration 14Q: 3 clusters Score -199171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -199176.109375 Penalty: 2423.347900
	Iteration 15Q: 3 clusters Score -199176.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -199182.984375 Penalty: 2423.347900
	Iteration 16Q: 3 clusters Score -199183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -199185.156250 Penalty: 2423.347900
	Iteration 17Q: 3 clusters Score -199185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -199187.437500 Penalty: 2423.347900
	Iteration 18Q: 3 clusters Score -199187.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -199187.437500 Penalty: 2423.347900
	Iteration 19F: 3 clusters Score -199187.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Entering Unmasked Estep 
Score: -903318.312500 Penalty: 1449.193604
	Iteration 0F: 2 clusters Score -903318.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -897734.000000 Penalty: 2898.387207
	Iteration 0F: 3 clusters Score -897734 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -899486.187500 Penalty: 2898.387207
	Iteration 1F: 3 clusters Score -899486.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -899789.062500 Penalty: 2898.387207
	Iteration 2F: 3 clusters Score -899789.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -900113.062500 Penalty: 2898.387207
	Iteration 3F: 3 clusters Score -900113.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -900473.437500 Penalty: 2898.387207
	Iteration 4F: 3 clusters Score -900473.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -900850.687500 Penalty: 2898.387207
	Iteration 5F: 3 clusters Score -900850.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -901214.437500 Penalty: 2898.387207
	Iteration 6F: 3 clusters Score -901214.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -901558.125000 Penalty: 2898.387207
	Iteration 7F: 3 clusters Score -901558.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -901800.187500 Penalty: 2898.387207
	Iteration 8Q: 3 clusters Score -901800.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -902000.625000 Penalty: 2898.387207
	Iteration 9Q: 3 clusters Score -902000.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -902143.250000 Penalty: 2898.387207
	Iteration 10Q: 3 clusters Score -902143.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -902217.250000 Penalty: 2898.387207
	Iteration 11Q: 3 clusters Score -902217.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -902249.062500 Penalty: 2898.387207
	Iteration 12Q: 3 clusters Score -902249.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -902268.937500 Penalty: 2898.387207
	Iteration 13Q: 3 clusters Score -902268.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -902282.937500 Penalty: 2898.387207
	Iteration 14Q: 3 clusters Score -902282.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -902292.062500 Penalty: 2898.387207
	Iteration 15Q: 3 clusters Score -902292.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -902310.125000 Penalty: 2898.387207
	Iteration 16Q: 3 clusters Score -902310.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -902320.312500 Penalty: 2898.387207
	Iteration 17Q: 3 clusters Score -902320.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -902327.250000 Penalty: 2898.387207
	Iteration 18Q: 3 clusters Score -902327.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -902337.437500 Penalty: 2898.387207
	Iteration 19Q: 3 clusters Score -902337.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -902345.312500 Penalty: 2898.387207
	Iteration 20F: 3 clusters Score -902345.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -902353.187500 Penalty: 2898.387207
	Iteration 21Q: 3 clusters Score -902353.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -902355.750000 Penalty: 2898.387207
	Iteration 22Q: 3 clusters Score -902355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -902358.687500 Penalty: 2898.387207
	Iteration 23Q: 3 clusters Score -902358.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -902359.375000 Penalty: 2898.387207
	Iteration 24Q: 3 clusters Score -902359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -902360.062500 Penalty: 2898.387207
	Iteration 25Q: 3 clusters Score -902360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -902363.187500 Penalty: 2898.387207
	Iteration 26Q: 3 clusters Score -902363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -902363.250000 Penalty: 2898.387207
	Iteration 27Q: 3 clusters Score -902363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -902363.375000 Penalty: 2898.387207
	Iteration 28Q: 3 clusters Score -902363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -902365.062500 Penalty: 2898.387207
	Iteration 29Q: 3 clusters Score -902365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -902367.312500 Penalty: 2898.387207
	Iteration 30Q: 3 clusters Score -902367.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -902368.000000 Penalty: 2898.387207
	Iteration 31Q: 3 clusters Score -902368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -902369.437500 Penalty: 2898.387207
	Iteration 32Q: 3 clusters Score -902369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -902370.312500 Penalty: 2898.387207
	Iteration 33Q: 3 clusters Score -902370.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -902370.937500 Penalty: 2898.387207
	Iteration 34Q: 3 clusters Score -902370.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -902371.437500 Penalty: 2898.387207
	Iteration 35Q: 3 clusters Score -902371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -902371.437500 Penalty: 2898.387207
	Iteration 36F: 3 clusters Score -902371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -147680.031250 Penalty: 1164.015503
	Iteration 0F: 2 clusters Score -147680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -146019.281250 Penalty: 2328.031006
	Iteration 0F: 3 clusters Score -146019.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146347.812500 Penalty: 2328.031006
	Iteration 1F: 3 clusters Score -146347.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -146448.265625 Penalty: 2328.031006
	Iteration 2F: 3 clusters Score -146448.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -146498.359375 Penalty: 2328.031006
	Iteration 3Q: 3 clusters Score -146498.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -146528.031250 Penalty: 2328.031006
	Iteration 4Q: 3 clusters Score -146528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -146563.500000 Penalty: 2328.031006
	Iteration 5Q: 3 clusters Score -146563.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -146604.015625 Penalty: 2328.031006
	Iteration 6Q: 3 clusters Score -146604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -146646.718750 Penalty: 2328.031006
	Iteration 7Q: 3 clusters Score -146646.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -146693.406250 Penalty: 2328.031006
	Iteration 8Q: 3 clusters Score -146693.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -146740.015625 Penalty: 2328.031006
	Iteration 9Q: 3 clusters Score -146740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -146788.421875 Penalty: 2328.031006
	Iteration 10Q: 3 clusters Score -146788.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -146811.953125 Penalty: 2328.031006
	Iteration 11Q: 3 clusters Score -146812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -146839.078125 Penalty: 2328.031006
	Iteration 12Q: 3 clusters Score -146839.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -146861.062500 Penalty: 2328.031006
	Iteration 13Q: 3 clusters Score -146861.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -146882.375000 Penalty: 2328.031006
	Iteration 14Q: 3 clusters Score -146882.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -146895.968750 Penalty: 2328.031006
	Iteration 15Q: 3 clusters Score -146896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -146900.671875 Penalty: 2328.031006
	Iteration 16Q: 3 clusters Score -146900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -146901.968750 Penalty: 2328.031006
	Iteration 17Q: 3 clusters Score -146902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -146903.250000 Penalty: 2328.031006
	Iteration 18Q: 3 clusters Score -146903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -146903.953125 Penalty: 2328.031006
	Iteration 19Q: 3 clusters Score -146904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -146904.281250 Penalty: 2328.031006
	Iteration 20F: 3 clusters Score -146904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -146905.765625 Penalty: 2328.031006
	Iteration 21Q: 3 clusters Score -146905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -146907.437500 Penalty: 2328.031006
	Iteration 22Q: 3 clusters Score -146907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -146908.109375 Penalty: 2328.031006
	Iteration 23Q: 3 clusters Score -146908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -146908.906250 Penalty: 2328.031006
	Iteration 24Q: 3 clusters Score -146908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -146909.375000 Penalty: 2328.031006
	Iteration 25Q: 3 clusters Score -146909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -146909.375000 Penalty: 2328.031006
	Iteration 26F: 3 clusters Score -146909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -12877.975586 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -12877.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12269.528320 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -12269.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12372.191406 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -12372.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12403.181641 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -12403.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -12417.579102 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -12417.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -12423.925781 Penalty: 1645.343384
	Iteration 4Q: 3 clusters Score -12423.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -12431.953125 Penalty: 1645.343384
	Iteration 5Q: 3 clusters Score -12431.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -12431.953125 Penalty: 1645.343384
	Iteration 6F: 3 clusters Score -12431.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -268709.906250 Penalty: 1258.633301
	Iteration 0F: 2 clusters Score -268709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -266380.031250 Penalty: 2517.266602
	Iteration 0F: 3 clusters Score -266380 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -266911.062500 Penalty: 2517.266602
	Iteration 1F: 3 clusters Score -266911.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -267046.093750 Penalty: 2517.266602
	Iteration 2F: 3 clusters Score -267046.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -267125.687500 Penalty: 2517.266602
	Iteration 3F: 3 clusters Score -267125.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -267188.687500 Penalty: 2517.266602
	Iteration 4Q: 3 clusters Score -267188.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -267260.625000 Penalty: 2517.266602
	Iteration 5Q: 3 clusters Score -267260.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -267320.906250 Penalty: 2517.266602
	Iteration 6Q: 3 clusters Score -267320.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -267386.156250 Penalty: 2517.266602
	Iteration 7Q: 3 clusters Score -267386.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267443.687500 Penalty: 2517.266602
	Iteration 8Q: 3 clusters Score -267443.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -267478.125000 Penalty: 2517.266602
	Iteration 9Q: 3 clusters Score -267478.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -267501.031250 Penalty: 2517.266602
	Iteration 10Q: 3 clusters Score -267501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -267516.250000 Penalty: 2517.266602
	Iteration 11Q: 3 clusters Score -267516.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -267530.375000 Penalty: 2517.266602
	Iteration 12Q: 3 clusters Score -267530.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -267538.343750 Penalty: 2517.266602
	Iteration 13Q: 3 clusters Score -267538.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -267545.125000 Penalty: 2517.266602
	Iteration 14Q: 3 clusters Score -267545.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -267550.406250 Penalty: 2517.266602
	Iteration 15Q: 3 clusters Score -267550.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -267554.250000 Penalty: 2517.266602
	Iteration 16Q: 3 clusters Score -267554.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -267558.687500 Penalty: 2517.266602
	Iteration 17Q: 3 clusters Score -267558.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -267562.031250 Penalty: 2517.266602
	Iteration 18Q: 3 clusters Score -267562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -267570.093750 Penalty: 2517.266602
	Iteration 19Q: 3 clusters Score -267570.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -267581.781250 Penalty: 2517.266602
	Iteration 20F: 3 clusters Score -267581.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -267592.031250 Penalty: 2517.266602
	Iteration 21Q: 3 clusters Score -267592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -267600.125000 Penalty: 2517.266602
	Iteration 22Q: 3 clusters Score -267600.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -267609.750000 Penalty: 2517.266602
	Iteration 23Q: 3 clusters Score -267609.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -267620.906250 Penalty: 2517.266602
	Iteration 24Q: 3 clusters Score -267620.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -267627.843750 Penalty: 2517.266602
	Iteration 25Q: 3 clusters Score -267627.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -267632.875000 Penalty: 2517.266602
	Iteration 26Q: 3 clusters Score -267632.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -267639.218750 Penalty: 2517.266602
	Iteration 27Q: 3 clusters Score -267639.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -267642.125000 Penalty: 2517.266602
	Iteration 28Q: 3 clusters Score -267642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -267645.531250 Penalty: 2517.266602
	Iteration 29Q: 3 clusters Score -267645.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -267651.625000 Penalty: 2517.266602
	Iteration 30Q: 3 clusters Score -267651.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -267661.312500 Penalty: 2517.266602
	Iteration 31Q: 3 clusters Score -267661.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267666.500000 Penalty: 2517.266602
	Iteration 32Q: 3 clusters Score -267666.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -267671.656250 Penalty: 2517.266602
	Iteration 33Q: 3 clusters Score -267671.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -267677.468750 Penalty: 2517.266602
	Iteration 34Q: 3 clusters Score -267677.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -267683.156250 Penalty: 2517.266602
	Iteration 35Q: 3 clusters Score -267683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -267689.500000 Penalty: 2517.266602
	Iteration 36Q: 3 clusters Score -267689.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -267696.906250 Penalty: 2517.266602
	Iteration 37Q: 3 clusters Score -267696.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -267701.906250 Penalty: 2517.266602
	Iteration 38Q: 3 clusters Score -267701.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -267706.406250 Penalty: 2517.266602
	Iteration 39Q: 3 clusters Score -267706.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -267710.187500 Penalty: 2517.266602
	Iteration 40F: 3 clusters Score -267710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -267714.250000 Penalty: 2517.266602
	Iteration 41Q: 3 clusters Score -267714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -267716.781250 Penalty: 2517.266602
	Iteration 42Q: 3 clusters Score -267716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -267718.562500 Penalty: 2517.266602
	Iteration 43Q: 3 clusters Score -267718.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -267721.843750 Penalty: 2517.266602
	Iteration 44Q: 3 clusters Score -267721.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -267726.562500 Penalty: 2517.266602
	Iteration 45Q: 3 clusters Score -267726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -267731.125000 Penalty: 2517.266602
	Iteration 46Q: 3 clusters Score -267731.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -267733.000000 Penalty: 2517.266602
	Iteration 47Q: 3 clusters Score -267733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -267733.000000 Penalty: 2517.266602
	Iteration 48F: 3 clusters Score -267733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Entering Unmasked Estep 
Score: -6442059.500000 Penalty: 1760.078491
	Iteration 0F: 2 clusters Score -6442060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -6409433.000000 Penalty: 3520.156982
	Iteration 0F: 3 clusters Score -6409433 nChanged 23641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -6423331.500000 Penalty: 3520.156982
	Iteration 1F: 3 clusters Score -6423332 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -6424327.000000 Penalty: 3520.156982
	Iteration 2Q: 3 clusters Score -6424327 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -6425649.000000 Penalty: 3520.156982
	Iteration 3F: 3 clusters Score -6425649 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -6427561.000000 Penalty: 3520.156982
	Iteration 4F: 3 clusters Score -6427561 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -6430203.000000 Penalty: 3520.156982
	Iteration 5F: 3 clusters Score -6430203 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -6433428.500000 Penalty: 3520.156982
	Iteration 6F: 3 clusters Score -6433428 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -6436087.500000 Penalty: 3520.156982
	Iteration 7F: 3 clusters Score -6436088 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -6437525.000000 Penalty: 3520.156982
	Iteration 8Q: 3 clusters Score -6437525 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -6438243.500000 Penalty: 3520.156982
	Iteration 9Q: 3 clusters Score -6438244 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -6438660.500000 Penalty: 3520.156982
	Iteration 10Q: 3 clusters Score -6438660 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -6439030.500000 Penalty: 3520.156982
	Iteration 11Q: 3 clusters Score -6439030 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -6439331.500000 Penalty: 3520.156982
	Iteration 12Q: 3 clusters Score -6439332 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -6439582.500000 Penalty: 3520.156982
	Iteration 13Q: 3 clusters Score -6439582 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -6439848.500000 Penalty: 3520.156982
	Iteration 14Q: 3 clusters Score -6439848 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -6440068.000000 Penalty: 3520.156982
	Iteration 15Q: 3 clusters Score -6440068 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -6440198.000000 Penalty: 3520.156982
	Iteration 16Q: 3 clusters Score -6440198 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -6440367.000000 Penalty: 3520.156982
	Iteration 17Q: 3 clusters Score -6440367 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -6440499.500000 Penalty: 3520.156982
	Iteration 18Q: 3 clusters Score -6440500 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6440539.000000 Penalty: 3520.156982
	Iteration 19Q: 3 clusters Score -6440539 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -6440604.000000 Penalty: 3520.156982
	Iteration 20F: 3 clusters Score -6440604 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -6440686.000000 Penalty: 3520.156982
	Iteration 21Q: 3 clusters Score -6440686 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -6440741.500000 Penalty: 3520.156982
	Iteration 22Q: 3 clusters Score -6440742 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -6440748.500000 Penalty: 3520.156982
	Iteration 23Q: 3 clusters Score -6440748 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -6440792.500000 Penalty: 3520.156982
	Iteration 24Q: 3 clusters Score -6440792 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -6440795.500000 Penalty: 3520.156982
	Iteration 25Q: 3 clusters Score -6440796 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -6440809.500000 Penalty: 3520.156982
	Iteration 26Q: 3 clusters Score -6440810 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -6440801.000000 Penalty: 3520.156982
	Iteration 27Q: 3 clusters Score -6440801 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -6440793.500000 Penalty: 3520.156982
	Iteration 28Q: 3 clusters Score -6440794 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -6440785.500000 Penalty: 3520.156982
	Iteration 29Q: 3 clusters Score -6440786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -6440777.000000 Penalty: 3520.156982
	Iteration 30Q: 3 clusters Score -6440777 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -6440769.500000 Penalty: 3520.156982
	Iteration 31Q: 3 clusters Score -6440770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -6440777.000000 Penalty: 3520.156982
	Iteration 32Q: 3 clusters Score -6440777 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -6440773.500000 Penalty: 3520.156982
	Iteration 33Q: 3 clusters Score -6440774 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -6440782.500000 Penalty: 3520.156982
	Iteration 34Q: 3 clusters Score -6440782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -6440776.500000 Penalty: 3520.156982
	Iteration 35Q: 3 clusters Score -6440776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -6440777.000000 Penalty: 3520.156982
	Iteration 36Q: 3 clusters Score -6440777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -6440777.000000 Penalty: 3520.156982
	Iteration 37Q: 3 clusters Score -6440777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -6440780.500000 Penalty: 3520.156982
	Iteration 38Q: 3 clusters Score -6440780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -6440777.500000 Penalty: 3520.156982
	Iteration 39Q: 3 clusters Score -6440778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -6440781.500000 Penalty: 3520.156982
	Iteration 40F: 3 clusters Score -6440782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -6440787.000000 Penalty: 3520.156982
	Iteration 41Q: 3 clusters Score -6440787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -6440788.500000 Penalty: 3520.156982
	Iteration 42Q: 3 clusters Score -6440788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -6440786.500000 Penalty: 3520.156982
	Iteration 43Q: 3 clusters Score -6440786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -6440793.500000 Penalty: 3520.156982
	Iteration 44Q: 3 clusters Score -6440794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -6440792.000000 Penalty: 3520.156982
	Iteration 45Q: 3 clusters Score -6440792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -6440796.500000 Penalty: 3520.156982
	Iteration 46Q: 3 clusters Score -6440796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -6440792.000000 Penalty: 3520.156982
	Iteration 47Q: 3 clusters Score -6440792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -6440792.000000 Penalty: 3520.156982
	Iteration 48Q: 3 clusters Score -6440792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -6440792.000000 Penalty: 3520.156982
	Iteration 49F: 3 clusters Score -6440792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Entering Unmasked Estep 
Score: -392926.125000 Penalty: 1318.869263
	Iteration 0F: 2 clusters Score -392926.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -389975.406250 Penalty: 2637.738525
	Iteration 0F: 3 clusters Score -389975.4 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -390749.781250 Penalty: 2637.738525
	Iteration 1F: 3 clusters Score -390749.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -390918.375000 Penalty: 2637.738525
	Iteration 2F: 3 clusters Score -390918.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -391024.343750 Penalty: 2637.738525
	Iteration 3F: 3 clusters Score -391024.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -391111.000000 Penalty: 2637.738525
	Iteration 4Q: 3 clusters Score -391111 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -391190.968750 Penalty: 2637.738525
	Iteration 5Q: 3 clusters Score -391191 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -391275.500000 Penalty: 2637.738525
	Iteration 6Q: 3 clusters Score -391275.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -391357.718750 Penalty: 2637.738525
	Iteration 7Q: 3 clusters Score -391357.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -391446.031250 Penalty: 2637.738525
	Iteration 8Q: 3 clusters Score -391446 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -391567.187500 Penalty: 2637.738525
	Iteration 9Q: 3 clusters Score -391567.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -391688.562500 Penalty: 2637.738525
	Iteration 10Q: 3 clusters Score -391688.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -391813.375000 Penalty: 2637.738525
	Iteration 11Q: 3 clusters Score -391813.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -391925.000000 Penalty: 2637.738525
	Iteration 12Q: 3 clusters Score -391925 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -392018.000000 Penalty: 2637.738525
	Iteration 13Q: 3 clusters Score -392018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -392124.281250 Penalty: 2637.738525
	Iteration 14Q: 3 clusters Score -392124.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -392205.875000 Penalty: 2637.738525
	Iteration 15Q: 3 clusters Score -392205.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -392270.781250 Penalty: 2637.738525
	Iteration 16Q: 3 clusters Score -392270.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -392322.968750 Penalty: 2637.738525
	Iteration 17Q: 3 clusters Score -392323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -392350.968750 Penalty: 2637.738525
	Iteration 18Q: 3 clusters Score -392351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -392378.843750 Penalty: 2637.738525
	Iteration 19Q: 3 clusters Score -392378.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -392400.687500 Penalty: 2637.738525
	Iteration 20F: 3 clusters Score -392400.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -392412.312500 Penalty: 2637.738525
	Iteration 21Q: 3 clusters Score -392412.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -392418.218750 Penalty: 2637.738525
	Iteration 22Q: 3 clusters Score -392418.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -392421.250000 Penalty: 2637.738525
	Iteration 23Q: 3 clusters Score -392421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -392424.062500 Penalty: 2637.738525
	Iteration 24Q: 3 clusters Score -392424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -392424.375000 Penalty: 2637.738525
	Iteration 25Q: 3 clusters Score -392424.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -392424.375000 Penalty: 2637.738525
	Iteration 26F: 3 clusters Score -392424.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -243119.625000 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -243119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -240998.718750 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -240998.7 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -241477.375000 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -241477.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -241634.750000 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -241634.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -241754.703125 Penalty: 2485.220215
	Iteration 3F: 3 clusters Score -241754.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -241858.078125 Penalty: 2485.220215
	Iteration 4F: 3 clusters Score -241858.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -241935.609375 Penalty: 2485.220215
	Iteration 5Q: 3 clusters Score -241935.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -241997.859375 Penalty: 2485.220215
	Iteration 6Q: 3 clusters Score -241997.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -242051.140625 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -242051.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -242107.109375 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -242107.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -242147.140625 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -242147.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -242173.562500 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -242173.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -242188.921875 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -242188.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -242200.125000 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -242200.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -242206.828125 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -242206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -242210.906250 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -242210.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -242215.906250 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -242215.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -242222.796875 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -242222.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -242228.078125 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -242228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -242234.187500 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -242234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -242239.453125 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -242239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -242243.296875 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -242243.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -242250.015625 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -242250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -242254.937500 Penalty: 2485.220215
	Iteration 22Q: 3 clusters Score -242254.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -242262.562500 Penalty: 2485.220215
	Iteration 23Q: 3 clusters Score -242262.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -242270.265625 Penalty: 2485.220215
	Iteration 24Q: 3 clusters Score -242270.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -242286.140625 Penalty: 2485.220215
	Iteration 25Q: 3 clusters Score -242286.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -242307.359375 Penalty: 2485.220215
	Iteration 26Q: 3 clusters Score -242307.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -242326.359375 Penalty: 2485.220215
	Iteration 27Q: 3 clusters Score -242326.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -242345.734375 Penalty: 2485.220215
	Iteration 28Q: 3 clusters Score -242345.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -242363.906250 Penalty: 2485.220215
	Iteration 29Q: 3 clusters Score -242363.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -242373.625000 Penalty: 2485.220215
	Iteration 30Q: 3 clusters Score -242373.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -242379.765625 Penalty: 2485.220215
	Iteration 31Q: 3 clusters Score -242379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -242382.781250 Penalty: 2485.220215
	Iteration 32Q: 3 clusters Score -242382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -242383.609375 Penalty: 2485.220215
	Iteration 33Q: 3 clusters Score -242383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -242384.203125 Penalty: 2485.220215
	Iteration 34Q: 3 clusters Score -242384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -242384.203125 Penalty: 2485.220215
	Iteration 35F: 3 clusters Score -242384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -3988.741211 Penalty: 718.061584
	Iteration 0F: 2 clusters Score -3988.741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3524.114746 Penalty: 1436.123169
	Iteration 0F: 3 clusters Score -3524.115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3559.111572 Penalty: 1436.123169
	Iteration 1F: 3 clusters Score -3559.112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3562.756836 Penalty: 1436.123169
	Iteration 2Q: 3 clusters Score -3562.757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3562.756836 Penalty: 1436.123169
	Iteration 3F: 3 clusters Score -3562.757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Entering Unmasked Estep 
Score: -1162110.625000 Penalty: 1490.907837
	Iteration 0F: 2 clusters Score -1162111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1155120.000000 Penalty: 2981.815674
	Iteration 0F: 3 clusters Score -1155120 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1157425.000000 Penalty: 2981.815674
	Iteration 1F: 3 clusters Score -1157425 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1157713.750000 Penalty: 2981.815674
	Iteration 2F: 3 clusters Score -1157714 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1157982.000000 Penalty: 2981.815674
	Iteration 3F: 3 clusters Score -1157982 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1158257.375000 Penalty: 2981.815674
	Iteration 4Q: 3 clusters Score -1158257 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1158576.500000 Penalty: 2981.815674
	Iteration 5F: 3 clusters Score -1158576 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1158966.375000 Penalty: 2981.815674
	Iteration 6F: 3 clusters Score -1158966 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1159358.375000 Penalty: 2981.815674
	Iteration 7F: 3 clusters Score -1159358 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1159701.500000 Penalty: 2981.815674
	Iteration 8Q: 3 clusters Score -1159702 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1159973.875000 Penalty: 2981.815674
	Iteration 9Q: 3 clusters Score -1159974 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1160172.875000 Penalty: 2981.815674
	Iteration 10Q: 3 clusters Score -1160173 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1160330.125000 Penalty: 2981.815674
	Iteration 11Q: 3 clusters Score -1160330 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1160471.250000 Penalty: 2981.815674
	Iteration 12Q: 3 clusters Score -1160471 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1160568.625000 Penalty: 2981.815674
	Iteration 13Q: 3 clusters Score -1160569 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1160635.625000 Penalty: 2981.815674
	Iteration 14Q: 3 clusters Score -1160636 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1160686.125000 Penalty: 2981.815674
	Iteration 15Q: 3 clusters Score -1160686 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1160724.250000 Penalty: 2981.815674
	Iteration 16Q: 3 clusters Score -1160724 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1160750.000000 Penalty: 2981.815674
	Iteration 17Q: 3 clusters Score -1160750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1160774.250000 Penalty: 2981.815674
	Iteration 18Q: 3 clusters Score -1160774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1160784.625000 Penalty: 2981.815674
	Iteration 19Q: 3 clusters Score -1160785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1160795.875000 Penalty: 2981.815674
	Iteration 20F: 3 clusters Score -1160796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1160798.000000 Penalty: 2981.815674
	Iteration 21Q: 3 clusters Score -1160798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1160804.000000 Penalty: 2981.815674
	Iteration 22Q: 3 clusters Score -1160804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1160806.125000 Penalty: 2981.815674
	Iteration 23Q: 3 clusters Score -1160806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1160810.000000 Penalty: 2981.815674
	Iteration 24Q: 3 clusters Score -1160810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1160811.125000 Penalty: 2981.815674
	Iteration 25Q: 3 clusters Score -1160811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1160812.250000 Penalty: 2981.815674
	Iteration 26Q: 3 clusters Score -1160812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1160817.500000 Penalty: 2981.815674
	Iteration 27Q: 3 clusters Score -1160818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1160817.375000 Penalty: 2981.815674
	Iteration 28Q: 3 clusters Score -1160817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1160817.500000 Penalty: 2981.815674
	Iteration 29Q: 3 clusters Score -1160818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1160821.125000 Penalty: 2981.815674
	Iteration 30Q: 3 clusters Score -1160821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1160821.375000 Penalty: 2981.815674
	Iteration 31Q: 3 clusters Score -1160821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1160820.875000 Penalty: 2981.815674
	Iteration 32Q: 3 clusters Score -1160821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1160820.875000 Penalty: 2981.815674
	Iteration 33F: 3 clusters Score -1160821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -20899.679688 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -20899.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20157.396484 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -20157.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20235.962891 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -20235.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20276.882812 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -20276.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20278.812500 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -20278.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20278.812500 Penalty: 1740.890625
	Iteration 4F: 3 clusters Score -20278.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -33055.269531 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -33055.27 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: -32183.548828 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -32183.55 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32435.833984 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -32435.83 nChanged 27
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: -32525.808594 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -32525.81 nChanged 16
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: -32611.830078 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -32611.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32659.640625 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -32659.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32699.408203 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -32699.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32745.591797 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -32745.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32769.863281 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -32769.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32802.808594 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -32802.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32857.832031 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -32857.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32885.437500 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -32885.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32910.742188 Penalty: 1911.173340
	Iteration 11Q: 3 clusters Score -32910.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32914.546875 Penalty: 1911.173340
	Iteration 12Q: 3 clusters Score -32914.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32915.757812 Penalty: 1911.173340
	Iteration 13Q: 3 clusters Score -32915.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32915.757812 Penalty: 1911.173340
	Iteration 14F: 3 clusters Score -32915.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (94625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94625 members 
Entering Unmasked Estep 
Score: -11835501.000000 Penalty: 1861.872437
	Iteration 0F: 2 clusters Score -1.18355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -11775290.000000 Penalty: 3723.744873
	Iteration 0F: 3 clusters Score -1.177529e+07 nChanged 45243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -11801584.000000 Penalty: 3723.744873
	Iteration 1F: 3 clusters Score -1.180158e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -11802663.000000 Penalty: 3723.744873
	Iteration 2Q: 3 clusters Score -1.180266e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -11804205.000000 Penalty: 3723.744873
	Iteration 3Q: 3 clusters Score -1.18042e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -11806708.000000 Penalty: 3723.744873
	Iteration 4F: 3 clusters Score -1.180671e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -11810695.000000 Penalty: 3723.744873
	Iteration 5F: 3 clusters Score -1.18107e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -11816067.000000 Penalty: 3723.744873
	Iteration 6F: 3 clusters Score -1.181607e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -11820489.000000 Penalty: 3723.744873
	Iteration 7F: 3 clusters Score -1.182049e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -11822380.000000 Penalty: 3723.744873
	Iteration 8F: 3 clusters Score -1.182238e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -11823031.000000 Penalty: 3723.744873
	Iteration 9Q: 3 clusters Score -1.182303e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -11823338.000000 Penalty: 3723.744873
	Iteration 10Q: 3 clusters Score -1.182334e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -11823481.000000 Penalty: 3723.744873
	Iteration 11Q: 3 clusters Score -1.182348e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -11823677.000000 Penalty: 3723.744873
	Iteration 12Q: 3 clusters Score -1.182368e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -11823802.000000 Penalty: 3723.744873
	Iteration 13Q: 3 clusters Score -1.18238e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -11823847.000000 Penalty: 3723.744873
	Iteration 14Q: 3 clusters Score -1.182385e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -11824016.000000 Penalty: 3723.744873
	Iteration 15Q: 3 clusters Score -1.182402e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -11824148.000000 Penalty: 3723.744873
	Iteration 16Q: 3 clusters Score -1.182415e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -11824299.000000 Penalty: 3723.744873
	Iteration 17Q: 3 clusters Score -1.18243e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -11824365.000000 Penalty: 3723.744873
	Iteration 18Q: 3 clusters Score -1.182436e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -11824415.000000 Penalty: 3723.744873
	Iteration 19Q: 3 clusters Score -1.182442e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -11824395.000000 Penalty: 3723.744873
	Iteration 20F: 3 clusters Score -1.18244e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -11824370.000000 Penalty: 3723.744873
	Iteration 21Q: 3 clusters Score -1.182437e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -11824320.000000 Penalty: 3723.744873
	Iteration 22Q: 3 clusters Score -1.182432e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -11824235.000000 Penalty: 3723.744873
	Iteration 23Q: 3 clusters Score -1.182424e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -11824135.000000 Penalty: 3723.744873
	Iteration 24Q: 3 clusters Score -1.182414e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -11824244.000000 Penalty: 3723.744873
	Iteration 25Q: 3 clusters Score -1.182424e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -11824313.000000 Penalty: 3723.744873
	Iteration 26Q: 3 clusters Score -1.182431e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -11824439.000000 Penalty: 3723.744873
	Iteration 27Q: 3 clusters Score -1.182444e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -11824884.000000 Penalty: 3723.744873
	Iteration 28Q: 3 clusters Score -1.182488e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -11825427.000000 Penalty: 3723.744873
	Iteration 29Q: 3 clusters Score -1.182543e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -11826167.000000 Penalty: 3723.744873
	Iteration 30Q: 3 clusters Score -1.182617e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -11827206.000000 Penalty: 3723.744873
	Iteration 31Q: 3 clusters Score -1.182721e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -11828824.000000 Penalty: 3723.744873
	Iteration 32Q: 3 clusters Score -1.182882e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 85102 members 
Entering Unmasked Estep 
Score: -11830939.000000 Penalty: 3723.744873
	Iteration 33Q: 3 clusters Score -1.183094e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -11832298.000000 Penalty: 3723.744873
	Iteration 34Q: 3 clusters Score -1.18323e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -11833084.000000 Penalty: 3723.744873
	Iteration 35Q: 3 clusters Score -1.183308e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 90246 members 
Entering Unmasked Estep 
Score: -11833488.000000 Penalty: 3723.744873
	Iteration 36Q: 3 clusters Score -1.183349e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -11833728.000000 Penalty: 3723.744873
	Iteration 37Q: 3 clusters Score -1.183373e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
Score: -11833828.000000 Penalty: 3723.744873
	Iteration 38Q: 3 clusters Score -1.183383e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 92408 members 
Entering Unmasked Estep 
Score: -11833898.000000 Penalty: 3723.744873
	Iteration 39Q: 3 clusters Score -1.18339e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -11834018.000000 Penalty: 3723.744873
	Iteration 40F: 3 clusters Score -1.183402e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 93112 members 
Entering Unmasked Estep 
Score: -11834119.000000 Penalty: 3723.744873
	Iteration 41Q: 3 clusters Score -1.183412e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -11834120.000000 Penalty: 3723.744873
	Iteration 42Q: 3 clusters Score -1.183412e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -11834182.000000 Penalty: 3723.744873
	Iteration 43Q: 3 clusters Score -1.183418e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 93566 members 
Entering Unmasked Estep 
Score: -11834185.000000 Penalty: 3723.744873
	Iteration 44Q: 3 clusters Score -1.183418e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -11834195.000000 Penalty: 3723.744873
	Iteration 45Q: 3 clusters Score -1.18342e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 93730 members 
Entering Unmasked Estep 
Score: -11834196.000000 Penalty: 3723.744873
	Iteration 46Q: 3 clusters Score -1.18342e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -11834207.000000 Penalty: 3723.744873
	Iteration 47Q: 3 clusters Score -1.183421e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -11834203.000000 Penalty: 3723.744873
	Iteration 48Q: 3 clusters Score -1.18342e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -11834223.000000 Penalty: 3723.744873
	Iteration 49Q: 3 clusters Score -1.183422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 93877 members 
Entering Unmasked Estep 
Score: -11834220.000000 Penalty: 3723.744873
	Iteration 50Q: 3 clusters Score -1.183422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -11834223.000000 Penalty: 3723.744873
	Iteration 51Q: 3 clusters Score -1.183422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -11834238.000000 Penalty: 3723.744873
	Iteration 52Q: 3 clusters Score -1.183424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -11834230.000000 Penalty: 3723.744873
	Iteration 53Q: 3 clusters Score -1.183423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -11834230.000000 Penalty: 3723.744873
	Iteration 54Q: 3 clusters Score -1.183423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -11834231.000000 Penalty: 3723.744873
	Iteration 55Q: 3 clusters Score -1.183423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -11834224.000000 Penalty: 3723.744873
	Iteration 56Q: 3 clusters Score -1.183422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 93949 members 
Entering Unmasked Estep 
Score: -11834229.000000 Penalty: 3723.744873
	Iteration 57Q: 3 clusters Score -1.183423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -11834236.000000 Penalty: 3723.744873
	Iteration 58Q: 3 clusters Score -1.183424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -11834230.000000 Penalty: 3723.744873
	Iteration 59Q: 3 clusters Score -1.183423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -11834236.000000 Penalty: 3723.744873
	Iteration 60F: 3 clusters Score -1.183424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (55503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Entering Unmasked Estep 
Score: -6848051.500000 Penalty: 1775.181274
	Iteration 0F: 2 clusters Score -6848052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -6811040.500000 Penalty: 3550.362549
	Iteration 0F: 3 clusters Score -6811040 nChanged 26101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -6825723.500000 Penalty: 3550.362549
	Iteration 1F: 3 clusters Score -6825724 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -6826118.500000 Penalty: 3550.362549
	Iteration 2Q: 3 clusters Score -6826118 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -6826493.000000 Penalty: 3550.362549
	Iteration 3Q: 3 clusters Score -6826493 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -6826817.500000 Penalty: 3550.362549
	Iteration 4Q: 3 clusters Score -6826818 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -6827147.500000 Penalty: 3550.362549
	Iteration 5Q: 3 clusters Score -6827148 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -6827598.500000 Penalty: 3550.362549
	Iteration 6Q: 3 clusters Score -6827598 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -6828243.500000 Penalty: 3550.362549
	Iteration 7Q: 3 clusters Score -6828244 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -6829405.000000 Penalty: 3550.362549
	Iteration 8Q: 3 clusters Score -6829405 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -6831390.500000 Penalty: 3550.362549
	Iteration 9F: 3 clusters Score -6831390 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -6834645.500000 Penalty: 3550.362549
	Iteration 10F: 3 clusters Score -6834646 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -6838645.500000 Penalty: 3550.362549
	Iteration 11F: 3 clusters Score -6838646 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -6842329.500000 Penalty: 3550.362549
	Iteration 12F: 3 clusters Score -6842330 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6844694.000000 Penalty: 3550.362549
	Iteration 13Q: 3 clusters Score -6844694 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6845727.500000 Penalty: 3550.362549
	Iteration 14Q: 3 clusters Score -6845728 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6846180.000000 Penalty: 3550.362549
	Iteration 15Q: 3 clusters Score -6846180 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6846372.000000 Penalty: 3550.362549
	Iteration 16Q: 3 clusters Score -6846372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6846434.500000 Penalty: 3550.362549
	Iteration 17Q: 3 clusters Score -6846434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6846456.500000 Penalty: 3550.362549
	Iteration 18Q: 3 clusters Score -6846456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6846468.500000 Penalty: 3550.362549
	Iteration 19Q: 3 clusters Score -6846468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6846475.500000 Penalty: 3550.362549
	Iteration 20F: 3 clusters Score -6846476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6846487.000000 Penalty: 3550.362549
	Iteration 21Q: 3 clusters Score -6846487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6846487.000000 Penalty: 3550.362549
	Iteration 22Q: 3 clusters Score -6846487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6846487.000000 Penalty: 3550.362549
	Iteration 23F: 3 clusters Score -6846487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -168980.125000 Penalty: 1189.478027
	Iteration 0F: 2 clusters Score -168980.1 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 755 members 
Entering Unmasked Estep 
Score: -167248.468750 Penalty: 2378.956055
	Iteration 0F: 3 clusters Score -167248.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -167755.828125 Penalty: 2378.956055
	Iteration 1F: 3 clusters Score -167755.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -168008.500000 Penalty: 2378.956055
	Iteration 2F: 3 clusters Score -168008.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -168179.953125 Penalty: 2378.956055
	Iteration 3F: 3 clusters Score -168180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -168335.578125 Penalty: 2378.956055
	Iteration 4F: 3 clusters Score -168335.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -168491.859375 Penalty: 2378.956055
	Iteration 5F: 3 clusters Score -168491.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -168634.109375 Penalty: 2378.956055
	Iteration 6Q: 3 clusters Score -168634.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -168740.015625 Penalty: 2378.956055
	Iteration 7Q: 3 clusters Score -168740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -168815.421875 Penalty: 2378.956055
	Iteration 8Q: 3 clusters Score -168815.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -168854.140625 Penalty: 2378.956055
	Iteration 9Q: 3 clusters Score -168854.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -168876.062500 Penalty: 2378.956055
	Iteration 10Q: 3 clusters Score -168876.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -168885.093750 Penalty: 2378.956055
	Iteration 11Q: 3 clusters Score -168885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -168890.609375 Penalty: 2378.956055
	Iteration 12Q: 3 clusters Score -168890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -168892.562500 Penalty: 2378.956055
	Iteration 13Q: 3 clusters Score -168892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -168892.562500 Penalty: 2378.956055
	Iteration 14F: 3 clusters Score -168892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -10930.336914 Penalty: 837.409912
	Iteration 0F: 2 clusters Score -10930.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10413.544922 Penalty: 1674.819824
	Iteration 0F: 3 clusters Score -10413.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10493.012695 Penalty: 1674.819824
	Iteration 1F: 3 clusters Score -10493.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10549.316406 Penalty: 1674.819824
	Iteration 2F: 3 clusters Score -10549.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10618.496094 Penalty: 1674.819824
	Iteration 3F: 3 clusters Score -10618.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10655.939453 Penalty: 1674.819824
	Iteration 4Q: 3 clusters Score -10655.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10677.314453 Penalty: 1674.819824
	Iteration 5Q: 3 clusters Score -10677.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10695.399414 Penalty: 1674.819824
	Iteration 6Q: 3 clusters Score -10695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10713.180664 Penalty: 1674.819824
	Iteration 7Q: 3 clusters Score -10713.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10713.180664 Penalty: 1674.819824
	Iteration 8F: 3 clusters Score -10713.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 31383 members 
Mstep: Class 3 contains 96988 members 
Mstep: Class 4 contains 96190 members 
Mstep: Class 5 contains 90088 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10765 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 25303 members 
Mstep: Class 13 contains 51013 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7733 members 
Mstep: Class 19 contains 83167 members 
Mstep: Class 20 contains 79287 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10059 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7466 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 50577 members 
Mstep: Class 30 contains 3348 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9651 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94625 members 
Mstep: Class 37 contains 55503 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238552.000000 Penalty: 84243.031250
Iteration 399Q: 39 clusters Score -1.022386e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 31389 members 
Mstep: Class 3 contains 97088 members 
Mstep: Class 4 contains 96187 members 
Mstep: Class 5 contains 90117 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 25259 members 
Mstep: Class 13 contains 50991 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5821 members 
Mstep: Class 18 contains 7736 members 
Mstep: Class 19 contains 83177 members 
Mstep: Class 20 contains 79577 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10046 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7464 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 50576 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9642 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94622 members 
Mstep: Class 37 contains 55161 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238432.000000 Penalty: 84243.031250
Iteration 400F: 39 clusters Score -1.022384e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 31395 members 
Mstep: Class 3 contains 97146 members 
Mstep: Class 4 contains 96196 members 
Mstep: Class 5 contains 90146 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10766 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 25206 members 
Mstep: Class 13 contains 50973 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5809 members 
Mstep: Class 18 contains 7738 members 
Mstep: Class 19 contains 83190 members 
Mstep: Class 20 contains 79886 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10029 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7461 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 50562 members 
Mstep: Class 30 contains 3352 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9633 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94622 members 
Mstep: Class 37 contains 54859 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238336.000000 Penalty: 84243.031250
Iteration 401Q: 39 clusters Score -1.022383e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 31395 members 
Mstep: Class 3 contains 97193 members 
Mstep: Class 4 contains 96207 members 
Mstep: Class 5 contains 90136 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10764 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 25152 members 
Mstep: Class 13 contains 50952 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5800 members 
Mstep: Class 18 contains 7740 members 
Mstep: Class 19 contains 83204 members 
Mstep: Class 20 contains 80210 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 10014 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7461 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 50558 members 
Mstep: Class 30 contains 3353 members 
Mstep: Class 31 contains 2093 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9632 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94612 members 
Mstep: Class 37 contains 54592 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238336.000000 Penalty: 84243.031250
Iteration 402Q: 39 clusters Score -1.022383e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 31409 members 
Mstep: Class 3 contains 97225 members 
Mstep: Class 4 contains 96218 members 
Mstep: Class 5 contains 90163 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 25096 members 
Mstep: Class 13 contains 50933 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5799 members 
Mstep: Class 18 contains 7740 members 
Mstep: Class 19 contains 83227 members 
Mstep: Class 20 contains 80485 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 1583 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7459 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 50551 members 
Mstep: Class 30 contains 3353 members 
Mstep: Class 31 contains 2093 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9628 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94598 members 
Mstep: Class 37 contains 54331 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238168.000000 Penalty: 84243.031250
Iteration 403Q: 39 clusters Score -1.022382e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 31434 members 
Mstep: Class 3 contains 97282 members 
Mstep: Class 4 contains 96208 members 
Mstep: Class 5 contains 90128 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10773 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 25049 members 
Mstep: Class 13 contains 50906 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5795 members 
Mstep: Class 18 contains 7733 members 
Mstep: Class 19 contains 83250 members 
Mstep: Class 20 contains 80776 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7454 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 50540 members 
Mstep: Class 30 contains 3355 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9622 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94588 members 
Mstep: Class 37 contains 54102 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238048.000000 Penalty: 84243.031250
Iteration 404Q: 39 clusters Score -1.02238e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 31446 members 
Mstep: Class 3 contains 97310 members 
Mstep: Class 4 contains 96214 members 
Mstep: Class 5 contains 90077 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10781 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 25009 members 
Mstep: Class 13 contains 50881 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5793 members 
Mstep: Class 18 contains 7733 members 
Mstep: Class 19 contains 83271 members 
Mstep: Class 20 contains 81059 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9977 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7454 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 50537 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9619 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94578 members 
Mstep: Class 37 contains 53885 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238120.000000 Penalty: 84243.031250
Iteration 405Q: 39 clusters Score -1.022381e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 31459 members 
Mstep: Class 3 contains 97353 members 
Mstep: Class 4 contains 96240 members 
Mstep: Class 5 contains 90059 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10786 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 24973 members 
Mstep: Class 13 contains 50864 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5792 members 
Mstep: Class 18 contains 7736 members 
Mstep: Class 19 contains 83284 members 
Mstep: Class 20 contains 81312 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9965 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7451 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 50528 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 2094 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9617 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94571 members 
Mstep: Class 37 contains 53637 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237944.000000 Penalty: 84243.031250
Iteration 406Q: 39 clusters Score -1.022379e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 31463 members 
Mstep: Class 3 contains 97400 members 
Mstep: Class 4 contains 96235 members 
Mstep: Class 5 contains 90039 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10786 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 24944 members 
Mstep: Class 13 contains 50841 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 7736 members 
Mstep: Class 19 contains 83329 members 
Mstep: Class 20 contains 81584 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9957 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7444 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 50517 members 
Mstep: Class 30 contains 3362 members 
Mstep: Class 31 contains 2093 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9611 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94563 members 
Mstep: Class 37 contains 53376 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237816.000000 Penalty: 84243.031250
Iteration 407Q: 39 clusters Score -1.022378e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 31472 members 
Mstep: Class 3 contains 97453 members 
Mstep: Class 4 contains 96238 members 
Mstep: Class 5 contains 89989 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10783 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 24921 members 
Mstep: Class 13 contains 50817 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5811 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 83368 members 
Mstep: Class 20 contains 81819 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9943 members 
Mstep: Class 23 contains 1583 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7442 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 50520 members 
Mstep: Class 30 contains 3362 members 
Mstep: Class 31 contains 2093 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9603 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94557 members 
Mstep: Class 37 contains 53151 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237344.000000 Penalty: 84243.031250
Iteration 408Q: 39 clusters Score -1.022373e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 31488 members 
Mstep: Class 3 contains 97529 members 
Mstep: Class 4 contains 96227 members 
Mstep: Class 5 contains 89936 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10784 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 24896 members 
Mstep: Class 13 contains 50793 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5814 members 
Mstep: Class 18 contains 7733 members 
Mstep: Class 19 contains 83390 members 
Mstep: Class 20 contains 82039 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9934 members 
Mstep: Class 23 contains 1583 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7441 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 50507 members 
Mstep: Class 30 contains 3363 members 
Mstep: Class 31 contains 2093 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9598 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94570 members 
Mstep: Class 37 contains 52944 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237280.000000 Penalty: 84243.031250
Iteration 409Q: 39 clusters Score -1.022373e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 31512 members 
Mstep: Class 3 contains 97517 members 
Mstep: Class 4 contains 96222 members 
Mstep: Class 5 contains 89924 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10781 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 24869 members 
Mstep: Class 13 contains 50771 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 83405 members 
Mstep: Class 20 contains 82291 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 1583 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7436 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 50497 members 
Mstep: Class 30 contains 3365 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9591 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94579 members 
Mstep: Class 37 contains 52752 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237560.000000 Penalty: 84243.031250
Iteration 410Q: 39 clusters Score -1.022376e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 31531 members 
Mstep: Class 3 contains 97477 members 
Mstep: Class 4 contains 96228 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10783 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 24847 members 
Mstep: Class 13 contains 50751 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7726 members 
Mstep: Class 19 contains 83416 members 
Mstep: Class 20 contains 82548 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9917 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7430 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 50497 members 
Mstep: Class 30 contains 3366 members 
Mstep: Class 31 contains 2090 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9585 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94571 members 
Mstep: Class 37 contains 52568 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237232.000000 Penalty: 84243.031250
Iteration 411Q: 39 clusters Score -1.022372e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 31538 members 
Mstep: Class 3 contains 97465 members 
Mstep: Class 4 contains 96232 members 
Mstep: Class 5 contains 89859 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 24821 members 
Mstep: Class 13 contains 50734 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5846 members 
Mstep: Class 18 contains 7726 members 
Mstep: Class 19 contains 83439 members 
Mstep: Class 20 contains 82819 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9909 members 
Mstep: Class 23 contains 1585 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7426 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 50491 members 
Mstep: Class 30 contains 3368 members 
Mstep: Class 31 contains 2089 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9579 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94552 members 
Mstep: Class 37 contains 52397 members 
Mstep: Class 38 contains 1511 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237112.000000 Penalty: 84243.031250
Iteration 412Q: 39 clusters Score -1.022371e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 31544 members 
Mstep: Class 3 contains 97447 members 
Mstep: Class 4 contains 96221 members 
Mstep: Class 5 contains 89843 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 24793 members 
Mstep: Class 13 contains 50729 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5849 members 
Mstep: Class 18 contains 7727 members 
Mstep: Class 19 contains 83457 members 
Mstep: Class 20 contains 83090 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9897 members 
Mstep: Class 23 contains 1585 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7422 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 50484 members 
Mstep: Class 30 contains 3371 members 
Mstep: Class 31 contains 2090 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9573 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94535 members 
Mstep: Class 37 contains 52210 members 
Mstep: Class 38 contains 1511 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237104.000000 Penalty: 84243.031250
Iteration 413Q: 39 clusters Score -1.022371e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 31563 members 
Mstep: Class 3 contains 97411 members 
Mstep: Class 4 contains 96211 members 
Mstep: Class 5 contains 89804 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10795 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 24769 members 
Mstep: Class 13 contains 50711 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5856 members 
Mstep: Class 18 contains 7726 members 
Mstep: Class 19 contains 83477 members 
Mstep: Class 20 contains 83374 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9888 members 
Mstep: Class 23 contains 1585 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 7416 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 50471 members 
Mstep: Class 30 contains 3373 members 
Mstep: Class 31 contains 2089 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9568 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94548 members 
Mstep: Class 37 contains 52027 members 
Mstep: Class 38 contains 1511 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236872.000000 Penalty: 84243.031250
Iteration 414Q: 39 clusters Score -1.022369e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 31582 members 
Mstep: Class 3 contains 97414 members 
Mstep: Class 4 contains 96171 members 
Mstep: Class 5 contains 89730 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10791 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 24741 members 
Mstep: Class 13 contains 50692 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5866 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 83503 members 
Mstep: Class 20 contains 83670 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9880 members 
Mstep: Class 23 contains 1585 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 7410 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 50467 members 
Mstep: Class 30 contains 3375 members 
Mstep: Class 31 contains 2089 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9566 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94544 members 
Mstep: Class 37 contains 51858 members 
Mstep: Class 38 contains 1511 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236888.000000 Penalty: 84243.031250
Iteration 415Q: 39 clusters Score -1.022369e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 31589 members 
Mstep: Class 3 contains 97360 members 
Mstep: Class 4 contains 96154 members 
Mstep: Class 5 contains 89696 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 24729 members 
Mstep: Class 13 contains 50669 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5862 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 83526 members 
Mstep: Class 20 contains 83986 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9874 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 7405 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 50463 members 
Mstep: Class 30 contains 3375 members 
Mstep: Class 31 contains 2087 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9561 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94546 members 
Mstep: Class 37 contains 51659 members 
Mstep: Class 38 contains 1512 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236984.000000 Penalty: 84243.031250
Iteration 416Q: 39 clusters Score -1.02237e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 31572 members 
Mstep: Class 3 contains 97361 members 
Mstep: Class 4 contains 96111 members 
Mstep: Class 5 contains 89670 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10802 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 24713 members 
Mstep: Class 13 contains 50648 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5863 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 83538 members 
Mstep: Class 20 contains 84319 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9867 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 7400 members 
Mstep: Class 26 contains 1292 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 50462 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 2086 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9561 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94515 members 
Mstep: Class 37 contains 51465 members 
Mstep: Class 38 contains 1511 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237080.000000 Penalty: 84243.031250
Iteration 417Q: 39 clusters Score -1.022371e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 31575 members 
Mstep: Class 3 contains 97387 members 
Mstep: Class 4 contains 96069 members 
Mstep: Class 5 contains 89640 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10805 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 24684 members 
Mstep: Class 13 contains 50630 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5862 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 83550 members 
Mstep: Class 20 contains 84650 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9860 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 7397 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 50455 members 
Mstep: Class 30 contains 3382 members 
Mstep: Class 31 contains 2082 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9558 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94492 members 
Mstep: Class 37 contains 51257 members 
Mstep: Class 38 contains 1511 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237096.000000 Penalty: 84243.031250
Iteration 418Q: 39 clusters Score -1.022371e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 31581 members 
Mstep: Class 3 contains 97396 members 
Mstep: Class 4 contains 96036 members 
Mstep: Class 5 contains 89591 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10805 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 24649 members 
Mstep: Class 13 contains 50611 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5861 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 83543 members 
Mstep: Class 20 contains 85011 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9852 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 7393 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 50438 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 2081 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9553 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94499 members 
Mstep: Class 37 contains 51058 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237160.000000 Penalty: 84243.031250
Iteration 419Q: 39 clusters Score -1.022372e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 31579 members 
Mstep: Class 3 contains 97385 members 
Mstep: Class 4 contains 96009 members 
Mstep: Class 5 contains 89532 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10810 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 24624 members 
Mstep: Class 13 contains 50604 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5867 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 83536 members 
Mstep: Class 20 contains 85398 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9849 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 50424 members 
Mstep: Class 30 contains 3388 members 
Mstep: Class 31 contains 2080 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9549 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94480 members 
Mstep: Class 37 contains 50845 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237112.000000 Penalty: 84243.031250
Iteration 420F: 39 clusters Score -1.022371e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 31572 members 
Mstep: Class 3 contains 97382 members 
Mstep: Class 4 contains 95981 members 
Mstep: Class 5 contains 89461 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10818 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 24597 members 
Mstep: Class 13 contains 50593 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5866 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 83550 members 
Mstep: Class 20 contains 85771 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9847 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 7379 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 50410 members 
Mstep: Class 30 contains 3388 members 
Mstep: Class 31 contains 2079 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9548 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94471 members 
Mstep: Class 37 contains 50627 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237168.000000 Penalty: 84243.031250
Iteration 421Q: 39 clusters Score -1.022372e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 31565 members 
Mstep: Class 3 contains 97371 members 
Mstep: Class 4 contains 95979 members 
Mstep: Class 5 contains 89363 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10824 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 24564 members 
Mstep: Class 13 contains 50575 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5858 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 19 contains 83583 members 
Mstep: Class 20 contains 86116 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9847 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 7375 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 50404 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9548 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94455 members 
Mstep: Class 37 contains 50439 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236936.000000 Penalty: 84243.031250
Iteration 422Q: 39 clusters Score -1.022369e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 31561 members 
Mstep: Class 3 contains 97351 members 
Mstep: Class 4 contains 95991 members 
Mstep: Class 5 contains 89267 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10833 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 24537 members 
Mstep: Class 13 contains 50557 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5857 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 83618 members 
Mstep: Class 20 contains 86438 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9847 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 7367 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 50388 members 
Mstep: Class 30 contains 3391 members 
Mstep: Class 31 contains 2077 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9546 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94456 members 
Mstep: Class 37 contains 50248 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237192.000000 Penalty: 84243.031250
Iteration 423Q: 39 clusters Score -1.022372e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 31554 members 
Mstep: Class 3 contains 97335 members 
Mstep: Class 4 contains 96016 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10842 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 24504 members 
Mstep: Class 13 contains 50537 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5864 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 19 contains 83645 members 
Mstep: Class 20 contains 86763 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9850 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7364 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 50367 members 
Mstep: Class 30 contains 3390 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9548 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94466 members 
Mstep: Class 37 contains 50052 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237080.000000 Penalty: 84243.031250
Iteration 424Q: 39 clusters Score -1.022371e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 31548 members 
Mstep: Class 3 contains 97318 members 
Mstep: Class 4 contains 96026 members 
Mstep: Class 5 contains 89102 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10853 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 24467 members 
Mstep: Class 13 contains 50499 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5882 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 83661 members 
Mstep: Class 20 contains 87073 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9847 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 50348 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 2080 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9546 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94499 members 
Mstep: Class 37 contains 49862 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236960.000000 Penalty: 84243.031250
Iteration 425Q: 39 clusters Score -1.02237e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 31545 members 
Mstep: Class 3 contains 97297 members 
Mstep: Class 4 contains 96035 members 
Mstep: Class 5 contains 89055 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 24428 members 
Mstep: Class 13 contains 50457 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5906 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 83675 members 
Mstep: Class 20 contains 87381 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9842 members 
Mstep: Class 23 contains 1586 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7343 members 
Mstep: Class 26 contains 1294 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 50327 members 
Mstep: Class 30 contains 3395 members 
Mstep: Class 31 contains 2080 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9541 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94536 members 
Mstep: Class 37 contains 49667 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237064.000000 Penalty: 84243.031250
Iteration 426Q: 39 clusters Score -1.022371e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 31538 members 
Mstep: Class 3 contains 97309 members 
Mstep: Class 4 contains 96027 members 
Mstep: Class 5 contains 88978 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10866 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 24394 members 
Mstep: Class 13 contains 50415 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 19 contains 83715 members 
Mstep: Class 20 contains 87679 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9835 members 
Mstep: Class 23 contains 1585 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 1295 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 50315 members 
Mstep: Class 30 contains 3395 members 
Mstep: Class 31 contains 2079 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9533 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94556 members 
Mstep: Class 37 contains 49486 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237104.000000 Penalty: 84243.031250
Iteration 427Q: 39 clusters Score -1.022371e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 31536 members 
Mstep: Class 3 contains 97317 members 
Mstep: Class 4 contains 96011 members 
Mstep: Class 5 contains 88863 members 
Mstep: Class 6 contains 3541 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10872 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 24362 members 
Mstep: Class 13 contains 50384 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 7715 members 
Mstep: Class 19 contains 83742 members 
Mstep: Class 20 contains 88007 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9825 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7316 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 50302 members 
Mstep: Class 30 contains 3400 members 
Mstep: Class 31 contains 2078 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9526 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94567 members 
Mstep: Class 37 contains 49348 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237056.000000 Penalty: 84243.031250
Iteration 428Q: 39 clusters Score -1.022371e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 31531 members 
Mstep: Class 3 contains 97330 members 
Mstep: Class 4 contains 95977 members 
Mstep: Class 5 contains 88774 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 24338 members 
Mstep: Class 13 contains 50368 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 83770 members 
Mstep: Class 20 contains 88326 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9821 members 
Mstep: Class 23 contains 1583 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7304 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 50293 members 
Mstep: Class 30 contains 3402 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9520 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94566 members 
Mstep: Class 37 contains 49181 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236880.000000 Penalty: 84243.031250
Iteration 429Q: 39 clusters Score -1.022369e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 31524 members 
Mstep: Class 3 contains 97332 members 
Mstep: Class 4 contains 95980 members 
Mstep: Class 5 contains 88680 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10882 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 50352 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 83799 members 
Mstep: Class 20 contains 88631 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9819 members 
Mstep: Class 23 contains 1583 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 7294 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 50278 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 2075 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9515 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94577 members 
Mstep: Class 37 contains 48998 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236696.000000 Penalty: 84243.031250
Iteration 430Q: 39 clusters Score -1.022367e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 31531 members 
Mstep: Class 3 contains 97347 members 
Mstep: Class 4 contains 95973 members 
Mstep: Class 5 contains 88618 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10887 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 24299 members 
Mstep: Class 13 contains 50330 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5938 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 83851 members 
Mstep: Class 20 contains 88910 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9814 members 
Mstep: Class 23 contains 1583 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7286 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 50260 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 2072 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9511 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94569 members 
Mstep: Class 37 contains 48790 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236712.000000 Penalty: 84243.031250
Iteration 431Q: 39 clusters Score -1.022367e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 31519 members 
Mstep: Class 3 contains 97389 members 
Mstep: Class 4 contains 95963 members 
Mstep: Class 5 contains 88541 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10893 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 24279 members 
Mstep: Class 13 contains 50304 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5955 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 83918 members 
Mstep: Class 20 contains 89179 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9812 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 7274 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 50242 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 2072 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9506 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94563 members 
Mstep: Class 37 contains 48585 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236720.000000 Penalty: 84243.031250
Iteration 432Q: 39 clusters Score -1.022367e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 31493 members 
Mstep: Class 3 contains 97401 members 
Mstep: Class 4 contains 95987 members 
Mstep: Class 5 contains 88484 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10896 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 24250 members 
Mstep: Class 13 contains 50274 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 7715 members 
Mstep: Class 19 contains 83980 members 
Mstep: Class 20 contains 89433 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9804 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 7258 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 50225 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 2072 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94569 members 
Mstep: Class 37 contains 48395 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236776.000000 Penalty: 84243.031250
Iteration 433Q: 39 clusters Score -1.022368e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 31478 members 
Mstep: Class 3 contains 97386 members 
Mstep: Class 4 contains 96031 members 
Mstep: Class 5 contains 88414 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10901 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 24201 members 
Mstep: Class 13 contains 50251 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5971 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 84047 members 
Mstep: Class 20 contains 89710 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9795 members 
Mstep: Class 23 contains 1580 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 7242 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 50209 members 
Mstep: Class 30 contains 3407 members 
Mstep: Class 31 contains 2071 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9500 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94556 members 
Mstep: Class 37 contains 48243 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236808.000000 Penalty: 84243.031250
Iteration 434Q: 39 clusters Score -1.022368e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 31458 members 
Mstep: Class 3 contains 97386 members 
Mstep: Class 4 contains 96071 members 
Mstep: Class 5 contains 88324 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10903 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 24157 members 
Mstep: Class 13 contains 50232 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5989 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 84105 members 
Mstep: Class 20 contains 90012 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9786 members 
Mstep: Class 23 contains 1578 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 50181 members 
Mstep: Class 30 contains 3405 members 
Mstep: Class 31 contains 2068 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9493 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94527 members 
Mstep: Class 37 contains 48083 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236712.000000 Penalty: 84243.031250
Iteration 435Q: 39 clusters Score -1.022367e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 31442 members 
Mstep: Class 3 contains 97368 members 
Mstep: Class 4 contains 96122 members 
Mstep: Class 5 contains 88260 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10907 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 24114 members 
Mstep: Class 13 contains 50210 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 84169 members 
Mstep: Class 20 contains 90279 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9783 members 
Mstep: Class 23 contains 1578 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7214 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 50142 members 
Mstep: Class 30 contains 3406 members 
Mstep: Class 31 contains 2067 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9485 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94533 members 
Mstep: Class 37 contains 47912 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236824.000000 Penalty: 84243.031250
Iteration 436Q: 39 clusters Score -1.022368e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 31429 members 
Mstep: Class 3 contains 97366 members 
Mstep: Class 4 contains 96153 members 
Mstep: Class 5 contains 88212 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10917 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 24075 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 84232 members 
Mstep: Class 20 contains 90545 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9773 members 
Mstep: Class 23 contains 1578 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 7200 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 50109 members 
Mstep: Class 30 contains 3406 members 
Mstep: Class 31 contains 2067 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9480 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94529 members 
Mstep: Class 37 contains 47737 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236712.000000 Penalty: 84243.031250
Iteration 437Q: 39 clusters Score -1.022367e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 31430 members 
Mstep: Class 3 contains 97327 members 
Mstep: Class 4 contains 96196 members 
Mstep: Class 5 contains 88218 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10926 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2203 members 
Mstep: Class 12 contains 24026 members 
Mstep: Class 13 contains 50169 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6010 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 84299 members 
Mstep: Class 20 contains 90795 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9765 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 50064 members 
Mstep: Class 30 contains 3405 members 
Mstep: Class 31 contains 2066 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9476 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94530 members 
Mstep: Class 37 contains 47535 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236760.000000 Penalty: 84243.031250
Iteration 438Q: 39 clusters Score -1.022368e+08 nChanged 1387
Entering ConstructFrom: 
Score: -102236760.000000 Penalty: 84243.031250
Entering ConstructFrom: 
Trying to split cluster 1 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -571600.687500 Penalty: 1374.023682
	Iteration 0F: 2 clusters Score -571600.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -567821.000000 Penalty: 2748.047363
	Iteration 0F: 3 clusters Score -567821 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -568842.062500 Penalty: 2748.047363
	Iteration 1F: 3 clusters Score -568842.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -569005.250000 Penalty: 2748.047363
	Iteration 2F: 3 clusters Score -569005.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -569107.937500 Penalty: 2748.047363
	Iteration 3Q: 3 clusters Score -569107.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -569199.562500 Penalty: 2748.047363
	Iteration 4Q: 3 clusters Score -569199.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -569294.437500 Penalty: 2748.047363
	Iteration 5Q: 3 clusters Score -569294.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -569378.562500 Penalty: 2748.047363
	Iteration 6Q: 3 clusters Score -569378.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -569456.750000 Penalty: 2748.047363
	Iteration 7Q: 3 clusters Score -569456.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -569542.937500 Penalty: 2748.047363
	Iteration 8Q: 3 clusters Score -569542.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -569644.937500 Penalty: 2748.047363
	Iteration 9Q: 3 clusters Score -569644.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -569763.750000 Penalty: 2748.047363
	Iteration 10Q: 3 clusters Score -569763.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -569865.687500 Penalty: 2748.047363
	Iteration 11Q: 3 clusters Score -569865.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -569950.687500 Penalty: 2748.047363
	Iteration 12Q: 3 clusters Score -569950.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -570022.375000 Penalty: 2748.047363
	Iteration 13Q: 3 clusters Score -570022.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -570096.500000 Penalty: 2748.047363
	Iteration 14Q: 3 clusters Score -570096.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -570151.875000 Penalty: 2748.047363
	Iteration 15Q: 3 clusters Score -570151.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -570207.437500 Penalty: 2748.047363
	Iteration 16Q: 3 clusters Score -570207.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -570249.562500 Penalty: 2748.047363
	Iteration 17Q: 3 clusters Score -570249.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -570284.687500 Penalty: 2748.047363
	Iteration 18Q: 3 clusters Score -570284.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -570322.250000 Penalty: 2748.047363
	Iteration 19Q: 3 clusters Score -570322.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -570366.625000 Penalty: 2748.047363
	Iteration 20F: 3 clusters Score -570366.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -570402.000000 Penalty: 2748.047363
	Iteration 21Q: 3 clusters Score -570402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -570427.000000 Penalty: 2748.047363
	Iteration 22Q: 3 clusters Score -570427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -570439.187500 Penalty: 2748.047363
	Iteration 23Q: 3 clusters Score -570439.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -570450.312500 Penalty: 2748.047363
	Iteration 24Q: 3 clusters Score -570450.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -570461.125000 Penalty: 2748.047363
	Iteration 25Q: 3 clusters Score -570461.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -570474.437500 Penalty: 2748.047363
	Iteration 26Q: 3 clusters Score -570474.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -570485.062500 Penalty: 2748.047363
	Iteration 27Q: 3 clusters Score -570485.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -570494.812500 Penalty: 2748.047363
	Iteration 28Q: 3 clusters Score -570494.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -570505.125000 Penalty: 2748.047363
	Iteration 29Q: 3 clusters Score -570505.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -570514.875000 Penalty: 2748.047363
	Iteration 30Q: 3 clusters Score -570514.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -570520.187500 Penalty: 2748.047363
	Iteration 31Q: 3 clusters Score -570520.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -570525.187500 Penalty: 2748.047363
	Iteration 32Q: 3 clusters Score -570525.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -570531.312500 Penalty: 2748.047363
	Iteration 33Q: 3 clusters Score -570531.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -570535.312500 Penalty: 2748.047363
	Iteration 34Q: 3 clusters Score -570535.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -570540.250000 Penalty: 2748.047363
	Iteration 35Q: 3 clusters Score -570540.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -570542.812500 Penalty: 2748.047363
	Iteration 36Q: 3 clusters Score -570542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -570546.000000 Penalty: 2748.047363
	Iteration 37Q: 3 clusters Score -570546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -570547.687500 Penalty: 2748.047363
	Iteration 38Q: 3 clusters Score -570547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -570548.687500 Penalty: 2748.047363
	Iteration 39Q: 3 clusters Score -570548.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -570549.562500 Penalty: 2748.047363
	Iteration 40F: 3 clusters Score -570549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -570550.250000 Penalty: 2748.047363
	Iteration 41Q: 3 clusters Score -570550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -570551.000000 Penalty: 2748.047363
	Iteration 42Q: 3 clusters Score -570551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -570551.000000 Penalty: 2748.047363
	Iteration 43F: 3 clusters Score -570551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Entering Unmasked Estep 
Score: -3837806.750000 Penalty: 1682.833740
	Iteration 0F: 2 clusters Score -3837807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3816547.500000 Penalty: 3365.667480
	Iteration 0F: 3 clusters Score -3816548 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3824595.750000 Penalty: 3365.667480
	Iteration 1F: 3 clusters Score -3824596 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3825140.250000 Penalty: 3365.667480
	Iteration 2Q: 3 clusters Score -3825140 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3825897.500000 Penalty: 3365.667480
	Iteration 3F: 3 clusters Score -3825898 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3826930.750000 Penalty: 3365.667480
	Iteration 4F: 3 clusters Score -3826931 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3828475.750000 Penalty: 3365.667480
	Iteration 5F: 3 clusters Score -3828476 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3830543.750000 Penalty: 3365.667480
	Iteration 6F: 3 clusters Score -3830544 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3832756.750000 Penalty: 3365.667480
	Iteration 7F: 3 clusters Score -3832757 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3834505.500000 Penalty: 3365.667480
	Iteration 8F: 3 clusters Score -3834506 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3835455.250000 Penalty: 3365.667480
	Iteration 9Q: 3 clusters Score -3835455 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3835914.750000 Penalty: 3365.667480
	Iteration 10Q: 3 clusters Score -3835915 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3836110.750000 Penalty: 3365.667480
	Iteration 11Q: 3 clusters Score -3836111 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3836214.750000 Penalty: 3365.667480
	Iteration 12Q: 3 clusters Score -3836215 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3836265.250000 Penalty: 3365.667480
	Iteration 13Q: 3 clusters Score -3836265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3836291.000000 Penalty: 3365.667480
	Iteration 14Q: 3 clusters Score -3836291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3836309.750000 Penalty: 3365.667480
	Iteration 15Q: 3 clusters Score -3836310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3836324.250000 Penalty: 3365.667480
	Iteration 16Q: 3 clusters Score -3836324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3836331.000000 Penalty: 3365.667480
	Iteration 17Q: 3 clusters Score -3836331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3836336.250000 Penalty: 3365.667480
	Iteration 18Q: 3 clusters Score -3836336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3836336.750000 Penalty: 3365.667480
	Iteration 19Q: 3 clusters Score -3836337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3836335.750000 Penalty: 3365.667480
	Iteration 20F: 3 clusters Score -3836336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (97277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Entering Unmasked Estep 
Score: -12161789.000000 Penalty: 1866.364258
	Iteration 0F: 2 clusters Score -1.216179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -12104134.000000 Penalty: 3732.728516
	Iteration 0F: 3 clusters Score -1.210413e+07 nChanged 46497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -12131313.000000 Penalty: 3732.728516
	Iteration 1F: 3 clusters Score -1.213131e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -12132357.000000 Penalty: 3732.728516
	Iteration 2Q: 3 clusters Score -1.213236e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -12133881.000000 Penalty: 3732.728516
	Iteration 3Q: 3 clusters Score -1.213388e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -12136484.000000 Penalty: 3732.728516
	Iteration 4F: 3 clusters Score -1.213648e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -12140505.000000 Penalty: 3732.728516
	Iteration 5F: 3 clusters Score -1.21405e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -12146015.000000 Penalty: 3732.728516
	Iteration 6F: 3 clusters Score -1.214602e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -12151712.000000 Penalty: 3732.728516
	Iteration 7F: 3 clusters Score -1.215171e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -12156219.000000 Penalty: 3732.728516
	Iteration 8F: 3 clusters Score -1.215622e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -12159050.000000 Penalty: 3732.728516
	Iteration 9Q: 3 clusters Score -1.215905e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -12160694.000000 Penalty: 3732.728516
	Iteration 10Q: 3 clusters Score -1.216069e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -12161740.000000 Penalty: 3732.728516
	Iteration 11Q: 3 clusters Score -1.216174e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -12162296.000000 Penalty: 3732.728516
	Iteration 12Q: 3 clusters Score -1.21623e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -12162647.000000 Penalty: 3732.728516
	Iteration 13Q: 3 clusters Score -1.216265e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -12162812.000000 Penalty: 3732.728516
	Iteration 14Q: 3 clusters Score -1.216281e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -12162968.000000 Penalty: 3732.728516
	Iteration 15Q: 3 clusters Score -1.216297e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -12163069.000000 Penalty: 3732.728516
	Iteration 16Q: 3 clusters Score -1.216307e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -12163165.000000 Penalty: 3732.728516
	Iteration 17Q: 3 clusters Score -1.216316e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -12163249.000000 Penalty: 3732.728516
	Iteration 18Q: 3 clusters Score -1.216325e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -12163279.000000 Penalty: 3732.728516
	Iteration 19Q: 3 clusters Score -1.216328e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -12163300.000000 Penalty: 3732.728516
	Iteration 20F: 3 clusters Score -1.21633e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -12163316.000000 Penalty: 3732.728516
	Iteration 21Q: 3 clusters Score -1.216332e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -12163319.000000 Penalty: 3732.728516
	Iteration 22Q: 3 clusters Score -1.216332e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -12163285.000000 Penalty: 3732.728516
	Iteration 23Q: 3 clusters Score -1.216328e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -12163242.000000 Penalty: 3732.728516
	Iteration 24Q: 3 clusters Score -1.216324e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -12163228.000000 Penalty: 3732.728516
	Iteration 25Q: 3 clusters Score -1.216323e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -12163192.000000 Penalty: 3732.728516
	Iteration 26Q: 3 clusters Score -1.216319e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -12163169.000000 Penalty: 3732.728516
	Iteration 27Q: 3 clusters Score -1.216317e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -12163124.000000 Penalty: 3732.728516
	Iteration 28Q: 3 clusters Score -1.216312e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -12163116.000000 Penalty: 3732.728516
	Iteration 29Q: 3 clusters Score -1.216312e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -12163105.000000 Penalty: 3732.728516
	Iteration 30Q: 3 clusters Score -1.21631e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -12163062.000000 Penalty: 3732.728516
	Iteration 31Q: 3 clusters Score -1.216306e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -12163026.000000 Penalty: 3732.728516
	Iteration 32Q: 3 clusters Score -1.216303e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -12162976.000000 Penalty: 3732.728516
	Iteration 33Q: 3 clusters Score -1.216298e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88327 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -12162964.000000 Penalty: 3732.728516
	Iteration 34Q: 3 clusters Score -1.216296e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88469 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -12162933.000000 Penalty: 3732.728516
	Iteration 35Q: 3 clusters Score -1.216293e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88597 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -12162967.000000 Penalty: 3732.728516
	Iteration 36Q: 3 clusters Score -1.216297e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -12162939.000000 Penalty: 3732.728516
	Iteration 37Q: 3 clusters Score -1.216294e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -12162896.000000 Penalty: 3732.728516
	Iteration 38Q: 3 clusters Score -1.21629e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -12162881.000000 Penalty: 3732.728516
	Iteration 39Q: 3 clusters Score -1.216288e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -12162854.000000 Penalty: 3732.728516
	Iteration 40F: 3 clusters Score -1.216285e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89232 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -12162833.000000 Penalty: 3732.728516
	Iteration 41Q: 3 clusters Score -1.216283e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -12162810.000000 Penalty: 3732.728516
	Iteration 42Q: 3 clusters Score -1.216281e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89477 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -12162766.000000 Penalty: 3732.728516
	Iteration 43Q: 3 clusters Score -1.216277e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89595 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -12162701.000000 Penalty: 3732.728516
	Iteration 44Q: 3 clusters Score -1.21627e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -12162653.000000 Penalty: 3732.728516
	Iteration 45Q: 3 clusters Score -1.216265e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -12162635.000000 Penalty: 3732.728516
	Iteration 46Q: 3 clusters Score -1.216264e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -12162628.000000 Penalty: 3732.728516
	Iteration 47Q: 3 clusters Score -1.216263e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -12162623.000000 Penalty: 3732.728516
	Iteration 48Q: 3 clusters Score -1.216262e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -12162550.000000 Penalty: 3732.728516
	Iteration 49Q: 3 clusters Score -1.216255e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -12162546.000000 Penalty: 3732.728516
	Iteration 50Q: 3 clusters Score -1.216255e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -12162515.000000 Penalty: 3732.728516
	Iteration 51Q: 3 clusters Score -1.216252e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90692 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -12162486.000000 Penalty: 3732.728516
	Iteration 52Q: 3 clusters Score -1.216249e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -12162458.000000 Penalty: 3732.728516
	Iteration 53Q: 3 clusters Score -1.216246e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -12162434.000000 Penalty: 3732.728516
	Iteration 54Q: 3 clusters Score -1.216243e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91087 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -12162433.000000 Penalty: 3732.728516
	Iteration 55Q: 3 clusters Score -1.216243e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -12162398.000000 Penalty: 3732.728516
	Iteration 56Q: 3 clusters Score -1.21624e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -12162384.000000 Penalty: 3732.728516
	Iteration 57Q: 3 clusters Score -1.216238e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -12162337.000000 Penalty: 3732.728516
	Iteration 58Q: 3 clusters Score -1.216234e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91586 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -12162321.000000 Penalty: 3732.728516
	Iteration 59Q: 3 clusters Score -1.216232e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91726 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -12162283.000000 Penalty: 3732.728516
	Iteration 60F: 3 clusters Score -1.216228e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -12162264.000000 Penalty: 3732.728516
	Iteration 61Q: 3 clusters Score -1.216226e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -12162243.000000 Penalty: 3732.728516
	Iteration 62Q: 3 clusters Score -1.216224e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -12162163.000000 Penalty: 3732.728516
	Iteration 63Q: 3 clusters Score -1.216216e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -12162141.000000 Penalty: 3732.728516
	Iteration 64Q: 3 clusters Score -1.216214e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -12162129.000000 Penalty: 3732.728516
	Iteration 65Q: 3 clusters Score -1.216213e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92442 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -12162095.000000 Penalty: 3732.728516
	Iteration 66Q: 3 clusters Score -1.21621e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -12162023.000000 Penalty: 3732.728516
	Iteration 67Q: 3 clusters Score -1.216202e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -12161969.000000 Penalty: 3732.728516
	Iteration 68Q: 3 clusters Score -1.216197e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -12161923.000000 Penalty: 3732.728516
	Iteration 69Q: 3 clusters Score -1.216192e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -12161894.000000 Penalty: 3732.728516
	Iteration 70Q: 3 clusters Score -1.216189e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -12161834.000000 Penalty: 3732.728516
	Iteration 71Q: 3 clusters Score -1.216183e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -12161831.000000 Penalty: 3732.728516
	Iteration 72Q: 3 clusters Score -1.216183e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -12161807.000000 Penalty: 3732.728516
	Iteration 73Q: 3 clusters Score -1.216181e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -12161721.000000 Penalty: 3732.728516
	Iteration 74Q: 3 clusters Score -1.216172e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -12161717.000000 Penalty: 3732.728516
	Iteration 75Q: 3 clusters Score -1.216172e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -12161695.000000 Penalty: 3732.728516
	Iteration 76Q: 3 clusters Score -1.21617e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -12161641.000000 Penalty: 3732.728516
	Iteration 77Q: 3 clusters Score -1.216164e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94060 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -12161591.000000 Penalty: 3732.728516
	Iteration 78Q: 3 clusters Score -1.216159e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -12161597.000000 Penalty: 3732.728516
	Iteration 79Q: 3 clusters Score -1.21616e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -12161586.000000 Penalty: 3732.728516
	Iteration 80F: 3 clusters Score -1.216159e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -12161576.000000 Penalty: 3732.728516
	Iteration 81Q: 3 clusters Score -1.216158e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94328 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -12161584.000000 Penalty: 3732.728516
	Iteration 82Q: 3 clusters Score -1.216158e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94384 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -12161533.000000 Penalty: 3732.728516
	Iteration 83Q: 3 clusters Score -1.216153e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -12161514.000000 Penalty: 3732.728516
	Iteration 84Q: 3 clusters Score -1.216151e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -12161502.000000 Penalty: 3732.728516
	Iteration 85Q: 3 clusters Score -1.21615e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -12161472.000000 Penalty: 3732.728516
	Iteration 86Q: 3 clusters Score -1.216147e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -12161463.000000 Penalty: 3732.728516
	Iteration 87Q: 3 clusters Score -1.216146e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -12161459.000000 Penalty: 3732.728516
	Iteration 88Q: 3 clusters Score -1.216146e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -12161432.000000 Penalty: 3732.728516
	Iteration 89Q: 3 clusters Score -1.216143e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94704 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -12161398.000000 Penalty: 3732.728516
	Iteration 90Q: 3 clusters Score -1.21614e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94741 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -12161360.000000 Penalty: 3732.728516
	Iteration 91Q: 3 clusters Score -1.216136e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -12161347.000000 Penalty: 3732.728516
	Iteration 92Q: 3 clusters Score -1.216135e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94805 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -12161341.000000 Penalty: 3732.728516
	Iteration 93Q: 3 clusters Score -1.216134e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -12161344.000000 Penalty: 3732.728516
	Iteration 94Q: 3 clusters Score -1.216134e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94866 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -12161347.000000 Penalty: 3732.728516
	Iteration 95Q: 3 clusters Score -1.216135e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -12161317.000000 Penalty: 3732.728516
	Iteration 96Q: 3 clusters Score -1.216132e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -12161301.000000 Penalty: 3732.728516
	Iteration 97Q: 3 clusters Score -1.21613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94949 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12161299.000000 Penalty: 3732.728516
	Iteration 98Q: 3 clusters Score -1.21613e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -12161285.000000 Penalty: 3732.728516
	Iteration 99Q: 3 clusters Score -1.216128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -12161260.000000 Penalty: 3732.728516
	Iteration 100F: 3 clusters Score -1.216126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -12161271.000000 Penalty: 3732.728516
	Iteration 101Q: 3 clusters Score -1.216127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -12161270.000000 Penalty: 3732.728516
	Iteration 102Q: 3 clusters Score -1.216127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -12161238.000000 Penalty: 3732.728516
	Iteration 103Q: 3 clusters Score -1.216124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -12161242.000000 Penalty: 3732.728516
	Iteration 104Q: 3 clusters Score -1.216124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -12161237.000000 Penalty: 3732.728516
	Iteration 105Q: 3 clusters Score -1.216124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -12161226.000000 Penalty: 3732.728516
	Iteration 106Q: 3 clusters Score -1.216123e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95142 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -12161214.000000 Penalty: 3732.728516
	Iteration 107Q: 3 clusters Score -1.216121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -12161208.000000 Penalty: 3732.728516
	Iteration 108Q: 3 clusters Score -1.216121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -12161201.000000 Penalty: 3732.728516
	Iteration 109Q: 3 clusters Score -1.21612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -12161194.000000 Penalty: 3732.728516
	Iteration 110Q: 3 clusters Score -1.216119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -12161199.000000 Penalty: 3732.728516
	Iteration 111Q: 3 clusters Score -1.21612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95230 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -12161174.000000 Penalty: 3732.728516
	Iteration 112Q: 3 clusters Score -1.216117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -12161177.000000 Penalty: 3732.728516
	Iteration 113Q: 3 clusters Score -1.216118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -12161151.000000 Penalty: 3732.728516
	Iteration 114Q: 3 clusters Score -1.216115e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95288 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -12161137.000000 Penalty: 3732.728516
	Iteration 115Q: 3 clusters Score -1.216114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -12161133.000000 Penalty: 3732.728516
	Iteration 116Q: 3 clusters Score -1.216113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -12161128.000000 Penalty: 3732.728516
	Iteration 117Q: 3 clusters Score -1.216113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95334 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -12161137.000000 Penalty: 3732.728516
	Iteration 118Q: 3 clusters Score -1.216114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95356 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -12161105.000000 Penalty: 3732.728516
	Iteration 119Q: 3 clusters Score -1.21611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95373 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -12161112.000000 Penalty: 3732.728516
	Iteration 120F: 3 clusters Score -1.216111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -12161097.000000 Penalty: 3732.728516
	Iteration 121Q: 3 clusters Score -1.21611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -12161096.000000 Penalty: 3732.728516
	Iteration 122Q: 3 clusters Score -1.21611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -12161096.000000 Penalty: 3732.728516
	Iteration 123Q: 3 clusters Score -1.21611e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -12161082.000000 Penalty: 3732.728516
	Iteration 124Q: 3 clusters Score -1.216108e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95490 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -12161080.000000 Penalty: 3732.728516
	Iteration 125Q: 3 clusters Score -1.216108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95512 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -12161055.000000 Penalty: 3732.728516
	Iteration 126Q: 3 clusters Score -1.216106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -12161044.000000 Penalty: 3732.728516
	Iteration 127Q: 3 clusters Score -1.216104e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -12161051.000000 Penalty: 3732.728516
	Iteration 128Q: 3 clusters Score -1.216105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -12161018.000000 Penalty: 3732.728516
	Iteration 129Q: 3 clusters Score -1.216102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -12161005.000000 Penalty: 3732.728516
	Iteration 130Q: 3 clusters Score -1.2161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95625 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12160987.000000 Penalty: 3732.728516
	Iteration 131Q: 3 clusters Score -1.216099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12160984.000000 Penalty: 3732.728516
	Iteration 132Q: 3 clusters Score -1.216098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -12160987.000000 Penalty: 3732.728516
	Iteration 133Q: 3 clusters Score -1.216099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -12160978.000000 Penalty: 3732.728516
	Iteration 134Q: 3 clusters Score -1.216098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95684 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -12160967.000000 Penalty: 3732.728516
	Iteration 135Q: 3 clusters Score -1.216097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95707 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -12160963.000000 Penalty: 3732.728516
	Iteration 136Q: 3 clusters Score -1.216096e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -12160967.000000 Penalty: 3732.728516
	Iteration 137Q: 3 clusters Score -1.216097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -12160971.000000 Penalty: 3732.728516
	Iteration 138Q: 3 clusters Score -1.216097e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -12160976.000000 Penalty: 3732.728516
	Iteration 139Q: 3 clusters Score -1.216098e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -12160982.000000 Penalty: 3732.728516
	Iteration 140F: 3 clusters Score -1.216098e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -12160963.000000 Penalty: 3732.728516
	Iteration 141Q: 3 clusters Score -1.216096e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12160950.000000 Penalty: 3732.728516
	Iteration 142Q: 3 clusters Score -1.216095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -12160934.000000 Penalty: 3732.728516
	Iteration 143Q: 3 clusters Score -1.216093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -12160930.000000 Penalty: 3732.728516
	Iteration 144Q: 3 clusters Score -1.216093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12160934.000000 Penalty: 3732.728516
	Iteration 145Q: 3 clusters Score -1.216093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -12160944.000000 Penalty: 3732.728516
	Iteration 146Q: 3 clusters Score -1.216094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -12160955.000000 Penalty: 3732.728516
	Iteration 147Q: 3 clusters Score -1.216096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -12160962.000000 Penalty: 3732.728516
	Iteration 148Q: 3 clusters Score -1.216096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -12160966.000000 Penalty: 3732.728516
	Iteration 149Q: 3 clusters Score -1.216097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12160962.000000 Penalty: 3732.728516
	Iteration 150Q: 3 clusters Score -1.216096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -12160963.000000 Penalty: 3732.728516
	Iteration 151Q: 3 clusters Score -1.216096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95941 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12160958.000000 Penalty: 3732.728516
	Iteration 152Q: 3 clusters Score -1.216096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -12160952.000000 Penalty: 3732.728516
	Iteration 153Q: 3 clusters Score -1.216095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -12160954.000000 Penalty: 3732.728516
	Iteration 154Q: 3 clusters Score -1.216095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95953 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -12160953.000000 Penalty: 3732.728516
	Iteration 155Q: 3 clusters Score -1.216095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -12160954.000000 Penalty: 3732.728516
	Iteration 156Q: 3 clusters Score -1.216095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12160957.000000 Penalty: 3732.728516
	Iteration 157Q: 3 clusters Score -1.216096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12160948.000000 Penalty: 3732.728516
	Iteration 158Q: 3 clusters Score -1.216095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12160948.000000 Penalty: 3732.728516
	Iteration 159F: 3 clusters Score -1.216095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Entering Unmasked Estep 
Score: -12071408.000000 Penalty: 1864.580322
	Iteration 0F: 2 clusters Score -1.207141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -12010625.000000 Penalty: 3729.160645
	Iteration 0F: 3 clusters Score -1.201062e+07 nChanged 45929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -12037192.000000 Penalty: 3729.160645
	Iteration 1F: 3 clusters Score -1.203719e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -12037636.000000 Penalty: 3729.160645
	Iteration 2Q: 3 clusters Score -1.203764e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -12038174.000000 Penalty: 3729.160645
	Iteration 3Q: 3 clusters Score -1.203817e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -12038805.000000 Penalty: 3729.160645
	Iteration 4Q: 3 clusters Score -1.20388e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -12039620.000000 Penalty: 3729.160645
	Iteration 5Q: 3 clusters Score -1.203962e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -12040726.000000 Penalty: 3729.160645
	Iteration 6Q: 3 clusters Score -1.204073e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -12042393.000000 Penalty: 3729.160645
	Iteration 7Q: 3 clusters Score -1.204239e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -12044883.000000 Penalty: 3729.160645
	Iteration 8F: 3 clusters Score -1.204488e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -12048703.000000 Penalty: 3729.160645
	Iteration 9F: 3 clusters Score -1.20487e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -12053372.000000 Penalty: 3729.160645
	Iteration 10F: 3 clusters Score -1.205337e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -12057008.000000 Penalty: 3729.160645
	Iteration 11F: 3 clusters Score -1.205701e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -12058259.000000 Penalty: 3729.160645
	Iteration 12Q: 3 clusters Score -1.205826e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -12058783.000000 Penalty: 3729.160645
	Iteration 13Q: 3 clusters Score -1.205878e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -12059218.000000 Penalty: 3729.160645
	Iteration 14Q: 3 clusters Score -1.205922e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -12059627.000000 Penalty: 3729.160645
	Iteration 15Q: 3 clusters Score -1.205963e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -12060161.000000 Penalty: 3729.160645
	Iteration 16Q: 3 clusters Score -1.206016e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -12060691.000000 Penalty: 3729.160645
	Iteration 17Q: 3 clusters Score -1.206069e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -12061369.000000 Penalty: 3729.160645
	Iteration 18Q: 3 clusters Score -1.206137e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -12062103.000000 Penalty: 3729.160645
	Iteration 19Q: 3 clusters Score -1.20621e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -12062823.000000 Penalty: 3729.160645
	Iteration 20F: 3 clusters Score -1.206282e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -12063604.000000 Penalty: 3729.160645
	Iteration 21Q: 3 clusters Score -1.20636e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -12064400.000000 Penalty: 3729.160645
	Iteration 22Q: 3 clusters Score -1.20644e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -12065149.000000 Penalty: 3729.160645
	Iteration 23Q: 3 clusters Score -1.206515e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -12066005.000000 Penalty: 3729.160645
	Iteration 24Q: 3 clusters Score -1.2066e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -12066743.000000 Penalty: 3729.160645
	Iteration 25Q: 3 clusters Score -1.206674e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -12067426.000000 Penalty: 3729.160645
	Iteration 26Q: 3 clusters Score -1.206743e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -12068019.000000 Penalty: 3729.160645
	Iteration 27Q: 3 clusters Score -1.206802e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -12068566.000000 Penalty: 3729.160645
	Iteration 28Q: 3 clusters Score -1.206857e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -12068924.000000 Penalty: 3729.160645
	Iteration 29Q: 3 clusters Score -1.206892e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -12069150.000000 Penalty: 3729.160645
	Iteration 30Q: 3 clusters Score -1.206915e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -12069361.000000 Penalty: 3729.160645
	Iteration 31Q: 3 clusters Score -1.206936e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -12069473.000000 Penalty: 3729.160645
	Iteration 32Q: 3 clusters Score -1.206947e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -12069606.000000 Penalty: 3729.160645
	Iteration 33Q: 3 clusters Score -1.206961e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -12069711.000000 Penalty: 3729.160645
	Iteration 34Q: 3 clusters Score -1.206971e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -12069767.000000 Penalty: 3729.160645
	Iteration 35Q: 3 clusters Score -1.206977e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -12069754.000000 Penalty: 3729.160645
	Iteration 36Q: 3 clusters Score -1.206975e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -12069819.000000 Penalty: 3729.160645
	Iteration 37Q: 3 clusters Score -1.206982e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -12069814.000000 Penalty: 3729.160645
	Iteration 38Q: 3 clusters Score -1.206981e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -12069845.000000 Penalty: 3729.160645
	Iteration 39Q: 3 clusters Score -1.206984e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -12069916.000000 Penalty: 3729.160645
	Iteration 40F: 3 clusters Score -1.206992e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -12069905.000000 Penalty: 3729.160645
	Iteration 41Q: 3 clusters Score -1.20699e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -12069919.000000 Penalty: 3729.160645
	Iteration 42Q: 3 clusters Score -1.206992e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -12069938.000000 Penalty: 3729.160645
	Iteration 43Q: 3 clusters Score -1.206994e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -12069929.000000 Penalty: 3729.160645
	Iteration 44Q: 3 clusters Score -1.206993e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -12069913.000000 Penalty: 3729.160645
	Iteration 45Q: 3 clusters Score -1.206991e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -12069921.000000 Penalty: 3729.160645
	Iteration 46Q: 3 clusters Score -1.206992e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -12069900.000000 Penalty: 3729.160645
	Iteration 47Q: 3 clusters Score -1.20699e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -12069919.000000 Penalty: 3729.160645
	Iteration 48Q: 3 clusters Score -1.206992e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -12069889.000000 Penalty: 3729.160645
	Iteration 49Q: 3 clusters Score -1.206989e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -12069905.000000 Penalty: 3729.160645
	Iteration 50Q: 3 clusters Score -1.20699e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -12069918.000000 Penalty: 3729.160645
	Iteration 51Q: 3 clusters Score -1.206992e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -12069934.000000 Penalty: 3729.160645
	Iteration 52Q: 3 clusters Score -1.206993e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -12069914.000000 Penalty: 3729.160645
	Iteration 53Q: 3 clusters Score -1.206991e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -12069904.000000 Penalty: 3729.160645
	Iteration 54Q: 3 clusters Score -1.20699e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -12069899.000000 Penalty: 3729.160645
	Iteration 55Q: 3 clusters Score -1.20699e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -12069880.000000 Penalty: 3729.160645
	Iteration 56Q: 3 clusters Score -1.206988e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -12069853.000000 Penalty: 3729.160645
	Iteration 57Q: 3 clusters Score -1.206985e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -12069852.000000 Penalty: 3729.160645
	Iteration 58Q: 3 clusters Score -1.206985e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -12069849.000000 Penalty: 3729.160645
	Iteration 59Q: 3 clusters Score -1.206985e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -12069851.000000 Penalty: 3729.160645
	Iteration 60F: 3 clusters Score -1.206985e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -12069853.000000 Penalty: 3729.160645
	Iteration 61Q: 3 clusters Score -1.206985e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -12069847.000000 Penalty: 3729.160645
	Iteration 62Q: 3 clusters Score -1.206985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -12069855.000000 Penalty: 3729.160645
	Iteration 63Q: 3 clusters Score -1.206986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -12069864.000000 Penalty: 3729.160645
	Iteration 64Q: 3 clusters Score -1.206986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -12069861.000000 Penalty: 3729.160645
	Iteration 65Q: 3 clusters Score -1.206986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -12069852.000000 Penalty: 3729.160645
	Iteration 66Q: 3 clusters Score -1.206985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -12069847.000000 Penalty: 3729.160645
	Iteration 67Q: 3 clusters Score -1.206985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -12069859.000000 Penalty: 3729.160645
	Iteration 68Q: 3 clusters Score -1.206986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -12069844.000000 Penalty: 3729.160645
	Iteration 69Q: 3 clusters Score -1.206984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -12069858.000000 Penalty: 3729.160645
	Iteration 70Q: 3 clusters Score -1.206986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -12069850.000000 Penalty: 3729.160645
	Iteration 71Q: 3 clusters Score -1.206985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -12069839.000000 Penalty: 3729.160645
	Iteration 72Q: 3 clusters Score -1.206984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -12069843.000000 Penalty: 3729.160645
	Iteration 73Q: 3 clusters Score -1.206984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -12069843.000000 Penalty: 3729.160645
	Iteration 74Q: 3 clusters Score -1.206984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -12069847.000000 Penalty: 3729.160645
	Iteration 75Q: 3 clusters Score -1.206985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -12069838.000000 Penalty: 3729.160645
	Iteration 76Q: 3 clusters Score -1.206984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -12069822.000000 Penalty: 3729.160645
	Iteration 77Q: 3 clusters Score -1.206982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -12069831.000000 Penalty: 3729.160645
	Iteration 78Q: 3 clusters Score -1.206983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -12069828.000000 Penalty: 3729.160645
	Iteration 79Q: 3 clusters Score -1.206983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -12069828.000000 Penalty: 3729.160645
	Iteration 80F: 3 clusters Score -1.206983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (88223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Entering Unmasked Estep 
Score: -10964541.000000 Penalty: 1850.488770
	Iteration 0F: 2 clusters Score -1.096454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -10907951.000000 Penalty: 3700.977539
	Iteration 0F: 3 clusters Score -1.090795e+07 nChanged 42090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -10932131.000000 Penalty: 3700.977539
	Iteration 1F: 3 clusters Score -1.093213e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -10932541.000000 Penalty: 3700.977539
	Iteration 2Q: 3 clusters Score -1.093254e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -10932929.000000 Penalty: 3700.977539
	Iteration 3Q: 3 clusters Score -1.093293e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -10933284.000000 Penalty: 3700.977539
	Iteration 4Q: 3 clusters Score -1.093328e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -10933732.000000 Penalty: 3700.977539
	Iteration 5Q: 3 clusters Score -1.093373e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -10934186.000000 Penalty: 3700.977539
	Iteration 6Q: 3 clusters Score -1.093419e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -10934767.000000 Penalty: 3700.977539
	Iteration 7Q: 3 clusters Score -1.093477e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -10935517.000000 Penalty: 3700.977539
	Iteration 8Q: 3 clusters Score -1.093552e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -10936535.000000 Penalty: 3700.977539
	Iteration 9Q: 3 clusters Score -1.093654e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -10938235.000000 Penalty: 3700.977539
	Iteration 10Q: 3 clusters Score -1.093824e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -10941044.000000 Penalty: 3700.977539
	Iteration 11F: 3 clusters Score -1.094104e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -10944812.000000 Penalty: 3700.977539
	Iteration 12F: 3 clusters Score -1.094481e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -10948425.000000 Penalty: 3700.977539
	Iteration 13F: 3 clusters Score -1.094842e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -10950480.000000 Penalty: 3700.977539
	Iteration 14Q: 3 clusters Score -1.095048e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -10951418.000000 Penalty: 3700.977539
	Iteration 15Q: 3 clusters Score -1.095142e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -10951897.000000 Penalty: 3700.977539
	Iteration 16Q: 3 clusters Score -1.09519e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -10952404.000000 Penalty: 3700.977539
	Iteration 17Q: 3 clusters Score -1.09524e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -10952784.000000 Penalty: 3700.977539
	Iteration 18Q: 3 clusters Score -1.095278e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -10953257.000000 Penalty: 3700.977539
	Iteration 19Q: 3 clusters Score -1.095326e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -10953837.000000 Penalty: 3700.977539
	Iteration 20F: 3 clusters Score -1.095384e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -10954535.000000 Penalty: 3700.977539
	Iteration 21Q: 3 clusters Score -1.095454e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -10955323.000000 Penalty: 3700.977539
	Iteration 22Q: 3 clusters Score -1.095532e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -10956304.000000 Penalty: 3700.977539
	Iteration 23Q: 3 clusters Score -1.09563e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -10957241.000000 Penalty: 3700.977539
	Iteration 24Q: 3 clusters Score -1.095724e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -10958253.000000 Penalty: 3700.977539
	Iteration 25Q: 3 clusters Score -1.095825e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -10959306.000000 Penalty: 3700.977539
	Iteration 26Q: 3 clusters Score -1.095931e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -10960461.000000 Penalty: 3700.977539
	Iteration 27Q: 3 clusters Score -1.096046e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -10961473.000000 Penalty: 3700.977539
	Iteration 28Q: 3 clusters Score -1.096147e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -10962332.000000 Penalty: 3700.977539
	Iteration 29Q: 3 clusters Score -1.096233e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -10962834.000000 Penalty: 3700.977539
	Iteration 30Q: 3 clusters Score -1.096283e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82681 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -10963222.000000 Penalty: 3700.977539
	Iteration 31Q: 3 clusters Score -1.096322e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -10963445.000000 Penalty: 3700.977539
	Iteration 32Q: 3 clusters Score -1.096344e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -10963533.000000 Penalty: 3700.977539
	Iteration 33Q: 3 clusters Score -1.096353e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -10963649.000000 Penalty: 3700.977539
	Iteration 34Q: 3 clusters Score -1.096365e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -10963664.000000 Penalty: 3700.977539
	Iteration 35Q: 3 clusters Score -1.096366e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85035 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -10963638.000000 Penalty: 3700.977539
	Iteration 36Q: 3 clusters Score -1.096364e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -10963601.000000 Penalty: 3700.977539
	Iteration 37Q: 3 clusters Score -1.09636e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -10963604.000000 Penalty: 3700.977539
	Iteration 38Q: 3 clusters Score -1.09636e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85726 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -10963572.000000 Penalty: 3700.977539
	Iteration 39Q: 3 clusters Score -1.096357e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -10963551.000000 Penalty: 3700.977539
	Iteration 40F: 3 clusters Score -1.096355e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -10963542.000000 Penalty: 3700.977539
	Iteration 41Q: 3 clusters Score -1.096354e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -10963529.000000 Penalty: 3700.977539
	Iteration 42Q: 3 clusters Score -1.096353e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10963520.000000 Penalty: 3700.977539
	Iteration 43Q: 3 clusters Score -1.096352e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10963495.000000 Penalty: 3700.977539
	Iteration 44Q: 3 clusters Score -1.09635e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10963458.000000 Penalty: 3700.977539
	Iteration 45Q: 3 clusters Score -1.096346e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -10963477.000000 Penalty: 3700.977539
	Iteration 46Q: 3 clusters Score -1.096348e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10963465.000000 Penalty: 3700.977539
	Iteration 47Q: 3 clusters Score -1.096346e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -10963473.000000 Penalty: 3700.977539
	Iteration 48Q: 3 clusters Score -1.096347e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10963468.000000 Penalty: 3700.977539
	Iteration 49Q: 3 clusters Score -1.096347e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10963447.000000 Penalty: 3700.977539
	Iteration 50Q: 3 clusters Score -1.096345e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86895 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -10963446.000000 Penalty: 3700.977539
	Iteration 51Q: 3 clusters Score -1.096345e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10963423.000000 Penalty: 3700.977539
	Iteration 52Q: 3 clusters Score -1.096342e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10963413.000000 Penalty: 3700.977539
	Iteration 53Q: 3 clusters Score -1.096341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10963405.000000 Penalty: 3700.977539
	Iteration 54Q: 3 clusters Score -1.09634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10963409.000000 Penalty: 3700.977539
	Iteration 55Q: 3 clusters Score -1.096341e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10963403.000000 Penalty: 3700.977539
	Iteration 56Q: 3 clusters Score -1.09634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -10963411.000000 Penalty: 3700.977539
	Iteration 57Q: 3 clusters Score -1.096341e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87085 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10963397.000000 Penalty: 3700.977539
	Iteration 58Q: 3 clusters Score -1.09634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10963398.000000 Penalty: 3700.977539
	Iteration 59Q: 3 clusters Score -1.09634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10963401.000000 Penalty: 3700.977539
	Iteration 60F: 3 clusters Score -1.09634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10963408.000000 Penalty: 3700.977539
	Iteration 61Q: 3 clusters Score -1.096341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10963390.000000 Penalty: 3700.977539
	Iteration 62Q: 3 clusters Score -1.096339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10963398.000000 Penalty: 3700.977539
	Iteration 63Q: 3 clusters Score -1.09634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10963403.000000 Penalty: 3700.977539
	Iteration 64Q: 3 clusters Score -1.09634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10963394.000000 Penalty: 3700.977539
	Iteration 65Q: 3 clusters Score -1.096339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10963418.000000 Penalty: 3700.977539
	Iteration 66Q: 3 clusters Score -1.096342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -10963404.000000 Penalty: 3700.977539
	Iteration 67Q: 3 clusters Score -1.09634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10963407.000000 Penalty: 3700.977539
	Iteration 68Q: 3 clusters Score -1.096341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10963406.000000 Penalty: 3700.977539
	Iteration 69Q: 3 clusters Score -1.096341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10963395.000000 Penalty: 3700.977539
	Iteration 70Q: 3 clusters Score -1.09634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87194 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10963403.000000 Penalty: 3700.977539
	Iteration 71Q: 3 clusters Score -1.09634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10963398.000000 Penalty: 3700.977539
	Iteration 72Q: 3 clusters Score -1.09634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10963402.000000 Penalty: 3700.977539
	Iteration 73Q: 3 clusters Score -1.09634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10963388.000000 Penalty: 3700.977539
	Iteration 74Q: 3 clusters Score -1.096339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10963385.000000 Penalty: 3700.977539
	Iteration 75Q: 3 clusters Score -1.096338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10963382.000000 Penalty: 3700.977539
	Iteration 76Q: 3 clusters Score -1.096338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10963381.000000 Penalty: 3700.977539
	Iteration 77Q: 3 clusters Score -1.096338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -10963386.000000 Penalty: 3700.977539
	Iteration 78Q: 3 clusters Score -1.096339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10963380.000000 Penalty: 3700.977539
	Iteration 79Q: 3 clusters Score -1.096338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10963375.000000 Penalty: 3700.977539
	Iteration 80F: 3 clusters Score -1.096338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10963369.000000 Penalty: 3700.977539
	Iteration 81Q: 3 clusters Score -1.096337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10963369.000000 Penalty: 3700.977539
	Iteration 82F: 3 clusters Score -1.096337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -408981.250000 Penalty: 1328.983154
	Iteration 0F: 2 clusters Score -408981.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -405855.687500 Penalty: 2657.966309
	Iteration 0F: 3 clusters Score -405855.7 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -406686.437500 Penalty: 2657.966309
	Iteration 1F: 3 clusters Score -406686.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -406860.406250 Penalty: 2657.966309
	Iteration 2F: 3 clusters Score -406860.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -406994.093750 Penalty: 2657.966309
	Iteration 3F: 3 clusters Score -406994.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -407142.062500 Penalty: 2657.966309
	Iteration 4F: 3 clusters Score -407142.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -407328.031250 Penalty: 2657.966309
	Iteration 5F: 3 clusters Score -407328 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -407554.687500 Penalty: 2657.966309
	Iteration 6F: 3 clusters Score -407554.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -407813.343750 Penalty: 2657.966309
	Iteration 7F: 3 clusters Score -407813.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -408064.593750 Penalty: 2657.966309
	Iteration 8F: 3 clusters Score -408064.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -408259.031250 Penalty: 2657.966309
	Iteration 9F: 3 clusters Score -408259 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -408387.125000 Penalty: 2657.966309
	Iteration 10Q: 3 clusters Score -408387.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -408483.843750 Penalty: 2657.966309
	Iteration 11Q: 3 clusters Score -408483.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -408553.687500 Penalty: 2657.966309
	Iteration 12Q: 3 clusters Score -408553.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -408621.750000 Penalty: 2657.966309
	Iteration 13Q: 3 clusters Score -408621.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -408673.500000 Penalty: 2657.966309
	Iteration 14Q: 3 clusters Score -408673.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -408713.281250 Penalty: 2657.966309
	Iteration 15Q: 3 clusters Score -408713.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -408735.968750 Penalty: 2657.966309
	Iteration 16Q: 3 clusters Score -408736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -408759.125000 Penalty: 2657.966309
	Iteration 17Q: 3 clusters Score -408759.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -408771.031250 Penalty: 2657.966309
	Iteration 18Q: 3 clusters Score -408771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -408779.468750 Penalty: 2657.966309
	Iteration 19Q: 3 clusters Score -408779.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -408784.031250 Penalty: 2657.966309
	Iteration 20F: 3 clusters Score -408784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -408790.093750 Penalty: 2657.966309
	Iteration 21Q: 3 clusters Score -408790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -408793.000000 Penalty: 2657.966309
	Iteration 22Q: 3 clusters Score -408793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -408795.125000 Penalty: 2657.966309
	Iteration 23Q: 3 clusters Score -408795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -408797.562500 Penalty: 2657.966309
	Iteration 24Q: 3 clusters Score -408797.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -408798.687500 Penalty: 2657.966309
	Iteration 25Q: 3 clusters Score -408798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -408800.562500 Penalty: 2657.966309
	Iteration 26Q: 3 clusters Score -408800.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -408802.250000 Penalty: 2657.966309
	Iteration 27Q: 3 clusters Score -408802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -408803.687500 Penalty: 2657.966309
	Iteration 28Q: 3 clusters Score -408803.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -408805.031250 Penalty: 2657.966309
	Iteration 29Q: 3 clusters Score -408805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -408806.343750 Penalty: 2657.966309
	Iteration 30Q: 3 clusters Score -408806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -408807.156250 Penalty: 2657.966309
	Iteration 31Q: 3 clusters Score -408807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -408810.812500 Penalty: 2657.966309
	Iteration 32Q: 3 clusters Score -408810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -408813.500000 Penalty: 2657.966309
	Iteration 33Q: 3 clusters Score -408813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -408816.281250 Penalty: 2657.966309
	Iteration 34Q: 3 clusters Score -408816.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -408817.562500 Penalty: 2657.966309
	Iteration 35Q: 3 clusters Score -408817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -408818.531250 Penalty: 2657.966309
	Iteration 36Q: 3 clusters Score -408818.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -408818.531250 Penalty: 2657.966309
	Iteration 37F: 3 clusters Score -408818.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -44099.773438 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -44099.77 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 206 members 
Entering Unmasked Estep 
Score: -43087.625000 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -43087.62 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43247.597656 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -43247.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43318.398438 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -43318.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43370.078125 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -43370.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43379.449219 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -43379.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43410.320312 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -43410.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43445.105469 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -43445.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43492.980469 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -43492.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43531.132812 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -43531.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43574.382812 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -43574.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43588.574219 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -43588.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43617.281250 Penalty: 1961.531494
	Iteration 11Q: 3 clusters Score -43617.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43658.101562 Penalty: 1961.531494
	Iteration 12Q: 3 clusters Score -43658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43674.246094 Penalty: 1961.531494
	Iteration 13Q: 3 clusters Score -43674.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43694.609375 Penalty: 1961.531494
	Iteration 14Q: 3 clusters Score -43694.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43711.007812 Penalty: 1961.531494
	Iteration 15Q: 3 clusters Score -43711.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43715.457031 Penalty: 1961.531494
	Iteration 16Q: 3 clusters Score -43715.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43724.820312 Penalty: 1961.531494
	Iteration 17Q: 3 clusters Score -43724.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43759.785156 Penalty: 1961.531494
	Iteration 18Q: 3 clusters Score -43759.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43784.105469 Penalty: 1961.531494
	Iteration 19Q: 3 clusters Score -43784.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43803.796875 Penalty: 1961.531494
	Iteration 20F: 3 clusters Score -43803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43827.433594 Penalty: 1961.531494
	Iteration 21Q: 3 clusters Score -43827.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43834.789062 Penalty: 1961.531494
	Iteration 22Q: 3 clusters Score -43834.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43839.968750 Penalty: 1961.531494
	Iteration 23Q: 3 clusters Score -43839.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43841.250000 Penalty: 1961.531494
	Iteration 24Q: 3 clusters Score -43841.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43844.312500 Penalty: 1961.531494
	Iteration 25Q: 3 clusters Score -43844.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43846.554688 Penalty: 1961.531494
	Iteration 26Q: 3 clusters Score -43846.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43848.777344 Penalty: 1961.531494
	Iteration 27Q: 3 clusters Score -43848.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43858.167969 Penalty: 1961.531494
	Iteration 28Q: 3 clusters Score -43858.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43861.710938 Penalty: 1961.531494
	Iteration 29Q: 3 clusters Score -43861.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43863.589844 Penalty: 1961.531494
	Iteration 30Q: 3 clusters Score -43863.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43863.589844 Penalty: 1961.531494
	Iteration 31F: 3 clusters Score -43863.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Entering Unmasked Estep 
Score: -1331588.625000 Penalty: 1511.175537
	Iteration 0F: 2 clusters Score -1331589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1323884.125000 Penalty: 3022.351074
	Iteration 0F: 3 clusters Score -1323884 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1326335.125000 Penalty: 3022.351074
	Iteration 1F: 3 clusters Score -1326335 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1326591.625000 Penalty: 3022.351074
	Iteration 2F: 3 clusters Score -1326592 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1326786.500000 Penalty: 3022.351074
	Iteration 3Q: 3 clusters Score -1326786 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1326927.125000 Penalty: 3022.351074
	Iteration 4Q: 3 clusters Score -1326927 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1327026.625000 Penalty: 3022.351074
	Iteration 5Q: 3 clusters Score -1327027 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1327110.750000 Penalty: 3022.351074
	Iteration 6Q: 3 clusters Score -1327111 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1327183.125000 Penalty: 3022.351074
	Iteration 7Q: 3 clusters Score -1327183 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1327250.625000 Penalty: 3022.351074
	Iteration 8Q: 3 clusters Score -1327251 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1327317.750000 Penalty: 3022.351074
	Iteration 9Q: 3 clusters Score -1327318 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1327385.625000 Penalty: 3022.351074
	Iteration 10Q: 3 clusters Score -1327386 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1327462.250000 Penalty: 3022.351074
	Iteration 11Q: 3 clusters Score -1327462 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1327535.875000 Penalty: 3022.351074
	Iteration 12Q: 3 clusters Score -1327536 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1327633.500000 Penalty: 3022.351074
	Iteration 13Q: 3 clusters Score -1327634 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1327731.625000 Penalty: 3022.351074
	Iteration 14Q: 3 clusters Score -1327732 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1327826.875000 Penalty: 3022.351074
	Iteration 15Q: 3 clusters Score -1327827 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1327948.375000 Penalty: 3022.351074
	Iteration 16Q: 3 clusters Score -1327948 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1328071.250000 Penalty: 3022.351074
	Iteration 17Q: 3 clusters Score -1328071 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1328200.625000 Penalty: 3022.351074
	Iteration 18Q: 3 clusters Score -1328201 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1328348.625000 Penalty: 3022.351074
	Iteration 19Q: 3 clusters Score -1328349 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1328515.250000 Penalty: 3022.351074
	Iteration 20F: 3 clusters Score -1328515 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1328709.750000 Penalty: 3022.351074
	Iteration 21Q: 3 clusters Score -1328710 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1328910.125000 Penalty: 3022.351074
	Iteration 22Q: 3 clusters Score -1328910 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1329086.250000 Penalty: 3022.351074
	Iteration 23Q: 3 clusters Score -1329086 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1329232.375000 Penalty: 3022.351074
	Iteration 24Q: 3 clusters Score -1329232 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1329339.875000 Penalty: 3022.351074
	Iteration 25Q: 3 clusters Score -1329340 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1329438.750000 Penalty: 3022.351074
	Iteration 26Q: 3 clusters Score -1329439 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1329537.375000 Penalty: 3022.351074
	Iteration 27Q: 3 clusters Score -1329537 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1329629.250000 Penalty: 3022.351074
	Iteration 28Q: 3 clusters Score -1329629 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1329697.875000 Penalty: 3022.351074
	Iteration 29Q: 3 clusters Score -1329698 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1329750.250000 Penalty: 3022.351074
	Iteration 30Q: 3 clusters Score -1329750 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1329802.375000 Penalty: 3022.351074
	Iteration 31Q: 3 clusters Score -1329802 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1329858.750000 Penalty: 3022.351074
	Iteration 32Q: 3 clusters Score -1329859 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1329913.250000 Penalty: 3022.351074
	Iteration 33Q: 3 clusters Score -1329913 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1329965.625000 Penalty: 3022.351074
	Iteration 34Q: 3 clusters Score -1329966 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1330006.875000 Penalty: 3022.351074
	Iteration 35Q: 3 clusters Score -1330007 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1330044.000000 Penalty: 3022.351074
	Iteration 36Q: 3 clusters Score -1330044 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1330079.125000 Penalty: 3022.351074
	Iteration 37Q: 3 clusters Score -1330079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1330115.000000 Penalty: 3022.351074
	Iteration 38Q: 3 clusters Score -1330115 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1330157.750000 Penalty: 3022.351074
	Iteration 39Q: 3 clusters Score -1330158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1330183.625000 Penalty: 3022.351074
	Iteration 40F: 3 clusters Score -1330184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1330217.375000 Penalty: 3022.351074
	Iteration 41Q: 3 clusters Score -1330217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1330238.375000 Penalty: 3022.351074
	Iteration 42Q: 3 clusters Score -1330238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1330248.250000 Penalty: 3022.351074
	Iteration 43Q: 3 clusters Score -1330248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1330267.750000 Penalty: 3022.351074
	Iteration 44Q: 3 clusters Score -1330268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1330290.250000 Penalty: 3022.351074
	Iteration 45Q: 3 clusters Score -1330290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1330309.375000 Penalty: 3022.351074
	Iteration 46Q: 3 clusters Score -1330309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1330321.375000 Penalty: 3022.351074
	Iteration 47Q: 3 clusters Score -1330321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1330331.125000 Penalty: 3022.351074
	Iteration 48Q: 3 clusters Score -1330331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1330336.875000 Penalty: 3022.351074
	Iteration 49Q: 3 clusters Score -1330337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1330339.125000 Penalty: 3022.351074
	Iteration 50Q: 3 clusters Score -1330339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1330343.875000 Penalty: 3022.351074
	Iteration 51Q: 3 clusters Score -1330344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1330344.000000 Penalty: 3022.351074
	Iteration 52Q: 3 clusters Score -1330344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1330350.625000 Penalty: 3022.351074
	Iteration 53Q: 3 clusters Score -1330351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1330352.625000 Penalty: 3022.351074
	Iteration 54Q: 3 clusters Score -1330353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1330356.000000 Penalty: 3022.351074
	Iteration 55Q: 3 clusters Score -1330356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1330359.000000 Penalty: 3022.351074
	Iteration 56Q: 3 clusters Score -1330359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1330363.500000 Penalty: 3022.351074
	Iteration 57Q: 3 clusters Score -1330364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1330364.750000 Penalty: 3022.351074
	Iteration 58Q: 3 clusters Score -1330365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1330367.500000 Penalty: 3022.351074
	Iteration 59Q: 3 clusters Score -1330368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1330367.500000 Penalty: 3022.351074
	Iteration 60F: 3 clusters Score -1330368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -69069.171875 Penalty: 1056.215332
	Iteration 0F: 2 clusters Score -69069.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67890.101562 Penalty: 2112.430664
	Iteration 0F: 3 clusters Score -67890.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68171.929688 Penalty: 2112.430664
	Iteration 1F: 3 clusters Score -68171.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68330.937500 Penalty: 2112.430664
	Iteration 2F: 3 clusters Score -68330.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68477.500000 Penalty: 2112.430664
	Iteration 3F: 3 clusters Score -68477.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68551.101562 Penalty: 2112.430664
	Iteration 4Q: 3 clusters Score -68551.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68563.054688 Penalty: 2112.430664
	Iteration 5Q: 3 clusters Score -68563.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68569.453125 Penalty: 2112.430664
	Iteration 6Q: 3 clusters Score -68569.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68569.945312 Penalty: 2112.430664
	Iteration 7Q: 3 clusters Score -68569.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68571.726562 Penalty: 2112.430664
	Iteration 8Q: 3 clusters Score -68571.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68580.562500 Penalty: 2112.430664
	Iteration 9Q: 3 clusters Score -68580.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68596.031250 Penalty: 2112.430664
	Iteration 10Q: 3 clusters Score -68596.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68601.687500 Penalty: 2112.430664
	Iteration 11Q: 3 clusters Score -68601.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68607.851562 Penalty: 2112.430664
	Iteration 12Q: 3 clusters Score -68607.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68612.140625 Penalty: 2112.430664
	Iteration 13Q: 3 clusters Score -68612.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68618.070312 Penalty: 2112.430664
	Iteration 14Q: 3 clusters Score -68618.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68620.992188 Penalty: 2112.430664
	Iteration 15Q: 3 clusters Score -68620.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68622.570312 Penalty: 2112.430664
	Iteration 16Q: 3 clusters Score -68622.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68622.570312 Penalty: 2112.430664
	Iteration 17F: 3 clusters Score -68622.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -258902.890625 Penalty: 1250.560669
	Iteration 0F: 2 clusters Score -258902.9 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 1068 members 
Entering Unmasked Estep 
Score: -256723.578125 Penalty: 2501.121338
	Iteration 0F: 3 clusters Score -256723.6 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -257467.468750 Penalty: 2501.121338
	Iteration 1F: 3 clusters Score -257467.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -257693.515625 Penalty: 2501.121338
	Iteration 2F: 3 clusters Score -257693.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -257876.828125 Penalty: 2501.121338
	Iteration 3F: 3 clusters Score -257876.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -257976.296875 Penalty: 2501.121338
	Iteration 4F: 3 clusters Score -257976.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -258059.125000 Penalty: 2501.121338
	Iteration 5Q: 3 clusters Score -258059.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -258119.187500 Penalty: 2501.121338
	Iteration 6Q: 3 clusters Score -258119.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -258162.578125 Penalty: 2501.121338
	Iteration 7Q: 3 clusters Score -258162.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -258194.046875 Penalty: 2501.121338
	Iteration 8Q: 3 clusters Score -258194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -258225.015625 Penalty: 2501.121338
	Iteration 9Q: 3 clusters Score -258225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -258242.750000 Penalty: 2501.121338
	Iteration 10Q: 3 clusters Score -258242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -258250.375000 Penalty: 2501.121338
	Iteration 11Q: 3 clusters Score -258250.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -258256.109375 Penalty: 2501.121338
	Iteration 12Q: 3 clusters Score -258256.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -258259.640625 Penalty: 2501.121338
	Iteration 13Q: 3 clusters Score -258259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -258263.359375 Penalty: 2501.121338
	Iteration 14Q: 3 clusters Score -258263.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -258269.875000 Penalty: 2501.121338
	Iteration 15Q: 3 clusters Score -258269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -258272.312500 Penalty: 2501.121338
	Iteration 16Q: 3 clusters Score -258272.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -258276.421875 Penalty: 2501.121338
	Iteration 17Q: 3 clusters Score -258276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -258279.562500 Penalty: 2501.121338
	Iteration 18Q: 3 clusters Score -258279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -258280.046875 Penalty: 2501.121338
	Iteration 19Q: 3 clusters Score -258280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -258282.984375 Penalty: 2501.121338
	Iteration 20F: 3 clusters Score -258283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Entering Unmasked Estep 
Score: -2971816.500000 Penalty: 1638.761108
	Iteration 0F: 2 clusters Score -2971816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2955586.500000 Penalty: 3277.522217
	Iteration 0F: 3 clusters Score -2955586 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2961821.500000 Penalty: 3277.522217
	Iteration 1F: 3 clusters Score -2961822 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2962266.000000 Penalty: 3277.522217
	Iteration 2F: 3 clusters Score -2962266 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2962724.750000 Penalty: 3277.522217
	Iteration 3Q: 3 clusters Score -2962725 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2963205.000000 Penalty: 3277.522217
	Iteration 4Q: 3 clusters Score -2963205 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2963840.500000 Penalty: 3277.522217
	Iteration 5Q: 3 clusters Score -2963840 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2964706.750000 Penalty: 3277.522217
	Iteration 6F: 3 clusters Score -2964707 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2965832.750000 Penalty: 3277.522217
	Iteration 7F: 3 clusters Score -2965833 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2967029.750000 Penalty: 3277.522217
	Iteration 8F: 3 clusters Score -2967030 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2967861.750000 Penalty: 3277.522217
	Iteration 9F: 3 clusters Score -2967862 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2968214.000000 Penalty: 3277.522217
	Iteration 10Q: 3 clusters Score -2968214 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2968384.750000 Penalty: 3277.522217
	Iteration 11Q: 3 clusters Score -2968385 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2968482.500000 Penalty: 3277.522217
	Iteration 12Q: 3 clusters Score -2968482 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2968544.000000 Penalty: 3277.522217
	Iteration 13Q: 3 clusters Score -2968544 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2968617.250000 Penalty: 3277.522217
	Iteration 14Q: 3 clusters Score -2968617 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2968675.750000 Penalty: 3277.522217
	Iteration 15Q: 3 clusters Score -2968676 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2968729.250000 Penalty: 3277.522217
	Iteration 16Q: 3 clusters Score -2968729 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2968775.500000 Penalty: 3277.522217
	Iteration 17Q: 3 clusters Score -2968776 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2968818.250000 Penalty: 3277.522217
	Iteration 18Q: 3 clusters Score -2968818 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2968860.750000 Penalty: 3277.522217
	Iteration 19Q: 3 clusters Score -2968861 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2968875.750000 Penalty: 3277.522217
	Iteration 20F: 3 clusters Score -2968876 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2968893.750000 Penalty: 3277.522217
	Iteration 21Q: 3 clusters Score -2968894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2968920.500000 Penalty: 3277.522217
	Iteration 22Q: 3 clusters Score -2968920 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2968946.500000 Penalty: 3277.522217
	Iteration 23Q: 3 clusters Score -2968946 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2968967.500000 Penalty: 3277.522217
	Iteration 24Q: 3 clusters Score -2968968 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2968989.000000 Penalty: 3277.522217
	Iteration 25Q: 3 clusters Score -2968989 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2968999.500000 Penalty: 3277.522217
	Iteration 26Q: 3 clusters Score -2969000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2969030.250000 Penalty: 3277.522217
	Iteration 27Q: 3 clusters Score -2969030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2969027.250000 Penalty: 3277.522217
	Iteration 28Q: 3 clusters Score -2969027 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2969053.250000 Penalty: 3277.522217
	Iteration 29Q: 3 clusters Score -2969053 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2969067.000000 Penalty: 3277.522217
	Iteration 30Q: 3 clusters Score -2969067 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2969077.750000 Penalty: 3277.522217
	Iteration 31Q: 3 clusters Score -2969078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2969092.500000 Penalty: 3277.522217
	Iteration 32Q: 3 clusters Score -2969092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2969105.500000 Penalty: 3277.522217
	Iteration 33Q: 3 clusters Score -2969106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2969128.250000 Penalty: 3277.522217
	Iteration 34Q: 3 clusters Score -2969128 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2969141.750000 Penalty: 3277.522217
	Iteration 35Q: 3 clusters Score -2969142 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2969166.000000 Penalty: 3277.522217
	Iteration 36Q: 3 clusters Score -2969166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2969204.750000 Penalty: 3277.522217
	Iteration 37Q: 3 clusters Score -2969205 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2969234.750000 Penalty: 3277.522217
	Iteration 38Q: 3 clusters Score -2969235 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2969282.750000 Penalty: 3277.522217
	Iteration 39Q: 3 clusters Score -2969283 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2969328.000000 Penalty: 3277.522217
	Iteration 40F: 3 clusters Score -2969328 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2969416.000000 Penalty: 3277.522217
	Iteration 41Q: 3 clusters Score -2969416 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2969506.500000 Penalty: 3277.522217
	Iteration 42Q: 3 clusters Score -2969506 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2969588.000000 Penalty: 3277.522217
	Iteration 43Q: 3 clusters Score -2969588 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2969647.250000 Penalty: 3277.522217
	Iteration 44Q: 3 clusters Score -2969647 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2969690.500000 Penalty: 3277.522217
	Iteration 45Q: 3 clusters Score -2969690 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2969723.500000 Penalty: 3277.522217
	Iteration 46Q: 3 clusters Score -2969724 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2969762.750000 Penalty: 3277.522217
	Iteration 47Q: 3 clusters Score -2969763 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2969783.500000 Penalty: 3277.522217
	Iteration 48Q: 3 clusters Score -2969784 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2969812.500000 Penalty: 3277.522217
	Iteration 49Q: 3 clusters Score -2969812 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2969828.000000 Penalty: 3277.522217
	Iteration 50Q: 3 clusters Score -2969828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2969842.750000 Penalty: 3277.522217
	Iteration 51Q: 3 clusters Score -2969843 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2969849.000000 Penalty: 3277.522217
	Iteration 52Q: 3 clusters Score -2969849 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2969854.250000 Penalty: 3277.522217
	Iteration 53Q: 3 clusters Score -2969854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2969863.500000 Penalty: 3277.522217
	Iteration 54Q: 3 clusters Score -2969864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2969872.500000 Penalty: 3277.522217
	Iteration 55Q: 3 clusters Score -2969872 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2969899.500000 Penalty: 3277.522217
	Iteration 56Q: 3 clusters Score -2969900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2969912.000000 Penalty: 3277.522217
	Iteration 57Q: 3 clusters Score -2969912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2969923.500000 Penalty: 3277.522217
	Iteration 58Q: 3 clusters Score -2969924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2969929.000000 Penalty: 3277.522217
	Iteration 59Q: 3 clusters Score -2969929 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2969936.000000 Penalty: 3277.522217
	Iteration 60F: 3 clusters Score -2969936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2969947.750000 Penalty: 3277.522217
	Iteration 61Q: 3 clusters Score -2969948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2969951.000000 Penalty: 3277.522217
	Iteration 62Q: 3 clusters Score -2969951 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2969956.250000 Penalty: 3277.522217
	Iteration 63Q: 3 clusters Score -2969956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2969971.750000 Penalty: 3277.522217
	Iteration 64Q: 3 clusters Score -2969972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2969976.750000 Penalty: 3277.522217
	Iteration 65Q: 3 clusters Score -2969977 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2969979.500000 Penalty: 3277.522217
	Iteration 66Q: 3 clusters Score -2969980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2969987.750000 Penalty: 3277.522217
	Iteration 67Q: 3 clusters Score -2969988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2969996.000000 Penalty: 3277.522217
	Iteration 68Q: 3 clusters Score -2969996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2969994.250000 Penalty: 3277.522217
	Iteration 69Q: 3 clusters Score -2969994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2970003.250000 Penalty: 3277.522217
	Iteration 70Q: 3 clusters Score -2970003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2970003.500000 Penalty: 3277.522217
	Iteration 71Q: 3 clusters Score -2970004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2970010.500000 Penalty: 3277.522217
	Iteration 72Q: 3 clusters Score -2970010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2970005.250000 Penalty: 3277.522217
	Iteration 73Q: 3 clusters Score -2970005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2970012.750000 Penalty: 3277.522217
	Iteration 74Q: 3 clusters Score -2970013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2970020.000000 Penalty: 3277.522217
	Iteration 75Q: 3 clusters Score -2970020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2970022.500000 Penalty: 3277.522217
	Iteration 76Q: 3 clusters Score -2970022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2970021.000000 Penalty: 3277.522217
	Iteration 77Q: 3 clusters Score -2970021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2970016.250000 Penalty: 3277.522217
	Iteration 78Q: 3 clusters Score -2970016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2970022.250000 Penalty: 3277.522217
	Iteration 79Q: 3 clusters Score -2970022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2970028.250000 Penalty: 3277.522217
	Iteration 80F: 3 clusters Score -2970028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2970035.500000 Penalty: 3277.522217
	Iteration 81Q: 3 clusters Score -2970036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2970040.000000 Penalty: 3277.522217
	Iteration 82Q: 3 clusters Score -2970040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2970045.250000 Penalty: 3277.522217
	Iteration 83Q: 3 clusters Score -2970045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2970037.500000 Penalty: 3277.522217
	Iteration 84Q: 3 clusters Score -2970038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2970037.000000 Penalty: 3277.522217
	Iteration 85Q: 3 clusters Score -2970037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2970044.750000 Penalty: 3277.522217
	Iteration 86Q: 3 clusters Score -2970045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2970047.250000 Penalty: 3277.522217
	Iteration 87Q: 3 clusters Score -2970047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2970051.250000 Penalty: 3277.522217
	Iteration 88Q: 3 clusters Score -2970051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2970055.500000 Penalty: 3277.522217
	Iteration 89Q: 3 clusters Score -2970056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2970051.750000 Penalty: 3277.522217
	Iteration 90Q: 3 clusters Score -2970052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2970062.750000 Penalty: 3277.522217
	Iteration 91Q: 3 clusters Score -2970063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2970066.000000 Penalty: 3277.522217
	Iteration 92Q: 3 clusters Score -2970066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2970070.250000 Penalty: 3277.522217
	Iteration 93Q: 3 clusters Score -2970070 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2970066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2970068.500000 Penalty: 3277.522217
	Iteration 95Q: 3 clusters Score -2970068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2970077.000000 Penalty: 3277.522217
	Iteration 96Q: 3 clusters Score -2970077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2970081.500000 Penalty: 3277.522217
	Iteration 97Q: 3 clusters Score -2970082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2970085.000000 Penalty: 3277.522217
	Iteration 98Q: 3 clusters Score -2970085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2970089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2970093.000000 Penalty: 3277.522217
	Iteration 100F: 3 clusters Score -2970093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2970093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2970097.250000 Penalty: 3277.522217
	Iteration 102Q: 3 clusters Score -2970097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2970108.000000 Penalty: 3277.522217
	Iteration 103Q: 3 clusters Score -2970108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2970111.000000 Penalty: 3277.522217
	Iteration 104Q: 3 clusters Score -2970111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2970104.250000 Penalty: 3277.522217
	Iteration 105Q: 3 clusters Score -2970104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2970116.250000 Penalty: 3277.522217
	Iteration 106Q: 3 clusters Score -2970116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2970118.500000 Penalty: 3277.522217
	Iteration 107Q: 3 clusters Score -2970118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2970129.000000 Penalty: 3277.522217
	Iteration 108Q: 3 clusters Score -2970129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2970124.750000 Penalty: 3277.522217
	Iteration 109Q: 3 clusters Score -2970125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2970131.000000 Penalty: 3277.522217
	Iteration 110Q: 3 clusters Score -2970131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2970138.000000 Penalty: 3277.522217
	Iteration 111Q: 3 clusters Score -2970138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2970150.750000 Penalty: 3277.522217
	Iteration 112Q: 3 clusters Score -2970151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2970154.500000 Penalty: 3277.522217
	Iteration 113Q: 3 clusters Score -2970154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2970160.250000 Penalty: 3277.522217
	Iteration 114Q: 3 clusters Score -2970160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2970165.250000 Penalty: 3277.522217
	Iteration 115Q: 3 clusters Score -2970165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2970175.250000 Penalty: 3277.522217
	Iteration 116Q: 3 clusters Score -2970175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2970179.500000 Penalty: 3277.522217
	Iteration 117Q: 3 clusters Score -2970180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2970185.500000 Penalty: 3277.522217
	Iteration 118Q: 3 clusters Score -2970186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2970189.750000 Penalty: 3277.522217
	Iteration 119Q: 3 clusters Score -2970190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2970197.500000 Penalty: 3277.522217
	Iteration 120F: 3 clusters Score -2970198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2970203.250000 Penalty: 3277.522217
	Iteration 121Q: 3 clusters Score -2970203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2970206.750000 Penalty: 3277.522217
	Iteration 122Q: 3 clusters Score -2970207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2970207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2970202.250000 Penalty: 3277.522217
	Iteration 124Q: 3 clusters Score -2970202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2970201.750000 Penalty: 3277.522217
	Iteration 125Q: 3 clusters Score -2970202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2970191.000000 Penalty: 3277.522217
	Iteration 126Q: 3 clusters Score -2970191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2970199.000000 Penalty: 3277.522217
	Iteration 127Q: 3 clusters Score -2970199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2970204.750000 Penalty: 3277.522217
	Iteration 128Q: 3 clusters Score -2970205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2970211.500000 Penalty: 3277.522217
	Iteration 129Q: 3 clusters Score -2970212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2970209.500000 Penalty: 3277.522217
	Iteration 130Q: 3 clusters Score -2970210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2970210.750000 Penalty: 3277.522217
	Iteration 131Q: 3 clusters Score -2970211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2970214.750000 Penalty: 3277.522217
	Iteration 132Q: 3 clusters Score -2970215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2970220.000000 Penalty: 3277.522217
	Iteration 133Q: 3 clusters Score -2970220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2970219.000000 Penalty: 3277.522217
	Iteration 134Q: 3 clusters Score -2970219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2970225.000000 Penalty: 3277.522217
	Iteration 135Q: 3 clusters Score -2970225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2970220.250000 Penalty: 3277.522217
	Iteration 136Q: 3 clusters Score -2970220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2970228.000000 Penalty: 3277.522217
	Iteration 137Q: 3 clusters Score -2970228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2970231.000000 Penalty: 3277.522217
	Iteration 138Q: 3 clusters Score -2970231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2970231.500000 Penalty: 3277.522217
	Iteration 139Q: 3 clusters Score -2970232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2970242.000000 Penalty: 3277.522217
	Iteration 140F: 3 clusters Score -2970242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2970231.000000 Penalty: 3277.522217
	Iteration 141Q: 3 clusters Score -2970231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2970233.250000 Penalty: 3277.522217
	Iteration 142Q: 3 clusters Score -2970233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2970239.250000 Penalty: 3277.522217
	Iteration 143Q: 3 clusters Score -2970239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2970243.750000 Penalty: 3277.522217
	Iteration 144Q: 3 clusters Score -2970244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2970252.750000 Penalty: 3277.522217
	Iteration 145Q: 3 clusters Score -2970253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2970251.250000 Penalty: 3277.522217
	Iteration 146Q: 3 clusters Score -2970251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2970258.250000 Penalty: 3277.522217
	Iteration 147Q: 3 clusters Score -2970258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2970260.500000 Penalty: 3277.522217
	Iteration 148Q: 3 clusters Score -2970260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2970261.000000 Penalty: 3277.522217
	Iteration 149Q: 3 clusters Score -2970261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2970252.750000 Penalty: 3277.522217
	Iteration 150Q: 3 clusters Score -2970253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2970261.250000 Penalty: 3277.522217
	Iteration 151Q: 3 clusters Score -2970261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2970260.750000 Penalty: 3277.522217
	Iteration 152Q: 3 clusters Score -2970261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2970263.250000 Penalty: 3277.522217
	Iteration 153Q: 3 clusters Score -2970263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2970267.250000 Penalty: 3277.522217
	Iteration 154Q: 3 clusters Score -2970267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2970267.000000 Penalty: 3277.522217
	Iteration 155Q: 3 clusters Score -2970267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2970265.250000 Penalty: 3277.522217
	Iteration 156Q: 3 clusters Score -2970265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2970263.750000 Penalty: 3277.522217
	Iteration 157Q: 3 clusters Score -2970264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2970261.750000 Penalty: 3277.522217
	Iteration 158Q: 3 clusters Score -2970262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2970263.250000 Penalty: 3277.522217
	Iteration 159Q: 3 clusters Score -2970263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2970264.000000 Penalty: 3277.522217
	Iteration 160F: 3 clusters Score -2970264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2970260.000000 Penalty: 3277.522217
	Iteration 161Q: 3 clusters Score -2970260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
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Entering Unmasked Estep 
Score: -2970260.500000 Penalty: 3277.522217
	Iteration 162Q: 3 clusters Score -2970260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2970257.500000 Penalty: 3277.522217
	Iteration 163Q: 3 clusters Score -2970258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2970261.000000 Penalty: 3277.522217
	Iteration 164Q: 3 clusters Score -2970261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2970261.000000 Penalty: 3277.522217
	Iteration 165Q: 3 clusters Score -2970261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2970264.500000 Penalty: 3277.522217
	Iteration 166Q: 3 clusters Score -2970264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2970263.500000 Penalty: 3277.522217
	Iteration 167Q: 3 clusters Score -2970264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2970262.500000 Penalty: 3277.522217
	Iteration 168Q: 3 clusters Score -2970262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2970261.000000 Penalty: 3277.522217
	Iteration 169Q: 3 clusters Score -2970261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2970262.750000 Penalty: 3277.522217
	Iteration 170Q: 3 clusters Score -2970263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2970262.250000 Penalty: 3277.522217
	Iteration 171Q: 3 clusters Score -2970262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2970261.750000 Penalty: 3277.522217
	Iteration 172Q: 3 clusters Score -2970262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2970267.000000 Penalty: 3277.522217
	Iteration 173Q: 3 clusters Score -2970267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2970268.000000 Penalty: 3277.522217
	Iteration 174Q: 3 clusters Score -2970268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2970266.250000 Penalty: 3277.522217
	Iteration 175Q: 3 clusters Score -2970266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2970265.500000 Penalty: 3277.522217
	Iteration 176Q: 3 clusters Score -2970266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2970262.250000 Penalty: 3277.522217
	Iteration 177Q: 3 clusters Score -2970262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2970266.250000 Penalty: 3277.522217
	Iteration 178Q: 3 clusters Score -2970266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2970266.250000 Penalty: 3277.522217
	Iteration 179Q: 3 clusters Score -2970266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2970260.250000 Penalty: 3277.522217
	Iteration 180F: 3 clusters Score -2970260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Entering Unmasked Estep 
Score: -6367883.500000 Penalty: 1758.697510
	Iteration 0F: 2 clusters Score -6367884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -6334841.000000 Penalty: 3517.395020
	Iteration 0F: 3 clusters Score -6334841 nChanged 23622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -6348798.500000 Penalty: 3517.395020
	Iteration 1F: 3 clusters Score -6348798 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -6349503.500000 Penalty: 3517.395020
	Iteration 2Q: 3 clusters Score -6349504 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -6350432.000000 Penalty: 3517.395020
	Iteration 3Q: 3 clusters Score -6350432 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -6351814.000000 Penalty: 3517.395020
	Iteration 4Q: 3 clusters Score -6351814 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -6353881.000000 Penalty: 3517.395020
	Iteration 5F: 3 clusters Score -6353881 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -6356775.500000 Penalty: 3517.395020
	Iteration 6F: 3 clusters Score -6356776 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -6359502.000000 Penalty: 3517.395020
	Iteration 7F: 3 clusters Score -6359502 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -6360930.000000 Penalty: 3517.395020
	Iteration 8F: 3 clusters Score -6360930 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -6361444.000000 Penalty: 3517.395020
	Iteration 9Q: 3 clusters Score -6361444 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -6361696.000000 Penalty: 3517.395020
	Iteration 10Q: 3 clusters Score -6361696 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -6361919.000000 Penalty: 3517.395020
	Iteration 11Q: 3 clusters Score -6361919 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -6362023.500000 Penalty: 3517.395020
	Iteration 12Q: 3 clusters Score -6362024 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -6362154.000000 Penalty: 3517.395020
	Iteration 13Q: 3 clusters Score -6362154 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -6362299.500000 Penalty: 3517.395020
	Iteration 14Q: 3 clusters Score -6362300 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -6362451.000000 Penalty: 3517.395020
	Iteration 15Q: 3 clusters Score -6362451 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -6362581.000000 Penalty: 3517.395020
	Iteration 16Q: 3 clusters Score -6362581 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -6362762.000000 Penalty: 3517.395020
	Iteration 17Q: 3 clusters Score -6362762 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -6362881.500000 Penalty: 3517.395020
	Iteration 18Q: 3 clusters Score -6362882 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -6363059.500000 Penalty: 3517.395020
	Iteration 19Q: 3 clusters Score -6363060 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -6363258.000000 Penalty: 3517.395020
	Iteration 20F: 3 clusters Score -6363258 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -6363423.500000 Penalty: 3517.395020
	Iteration 21Q: 3 clusters Score -6363424 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -6363642.500000 Penalty: 3517.395020
	Iteration 22Q: 3 clusters Score -6363642 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -6363853.500000 Penalty: 3517.395020
	Iteration 23Q: 3 clusters Score -6363854 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -6364027.500000 Penalty: 3517.395020
	Iteration 24Q: 3 clusters Score -6364028 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -6364206.500000 Penalty: 3517.395020
	Iteration 25Q: 3 clusters Score -6364206 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -6364333.500000 Penalty: 3517.395020
	Iteration 26Q: 3 clusters Score -6364334 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -6364436.500000 Penalty: 3517.395020
	Iteration 27Q: 3 clusters Score -6364436 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -6364555.500000 Penalty: 3517.395020
	Iteration 28Q: 3 clusters Score -6364556 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -6364637.000000 Penalty: 3517.395020
	Iteration 29Q: 3 clusters Score -6364637 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -6364749.000000 Penalty: 3517.395020
	Iteration 30Q: 3 clusters Score -6364749 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -6364819.000000 Penalty: 3517.395020
	Iteration 31Q: 3 clusters Score -6364819 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -6364864.500000 Penalty: 3517.395020
	Iteration 32Q: 3 clusters Score -6364864 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -6364946.500000 Penalty: 3517.395020
	Iteration 33Q: 3 clusters Score -6364946 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -6364969.500000 Penalty: 3517.395020
	Iteration 34Q: 3 clusters Score -6364970 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -6365053.500000 Penalty: 3517.395020
	Iteration 35Q: 3 clusters Score -6365054 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -6365111.000000 Penalty: 3517.395020
	Iteration 36Q: 3 clusters Score -6365111 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -6365220.000000 Penalty: 3517.395020
	Iteration 37Q: 3 clusters Score -6365220 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -6365320.500000 Penalty: 3517.395020
	Iteration 38Q: 3 clusters Score -6365320 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -6365378.500000 Penalty: 3517.395020
	Iteration 39Q: 3 clusters Score -6365378 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -6365454.000000 Penalty: 3517.395020
	Iteration 40F: 3 clusters Score -6365454 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -6365561.000000 Penalty: 3517.395020
	Iteration 41Q: 3 clusters Score -6365561 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -6365628.000000 Penalty: 3517.395020
	Iteration 42Q: 3 clusters Score -6365628 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -6365706.000000 Penalty: 3517.395020
	Iteration 43Q: 3 clusters Score -6365706 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -6365782.500000 Penalty: 3517.395020
	Iteration 44Q: 3 clusters Score -6365782 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -6365837.000000 Penalty: 3517.395020
	Iteration 45Q: 3 clusters Score -6365837 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6365965.000000 Penalty: 3517.395020
	Iteration 46Q: 3 clusters Score -6365965 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -6366053.000000 Penalty: 3517.395020
	Iteration 47Q: 3 clusters Score -6366053 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -6366112.000000 Penalty: 3517.395020
	Iteration 48Q: 3 clusters Score -6366112 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -6366201.000000 Penalty: 3517.395020
	Iteration 49Q: 3 clusters Score -6366201 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -6366247.000000 Penalty: 3517.395020
	Iteration 50Q: 3 clusters Score -6366247 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -6366337.000000 Penalty: 3517.395020
	Iteration 51Q: 3 clusters Score -6366337 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -6366373.000000 Penalty: 3517.395020
	Iteration 52Q: 3 clusters Score -6366373 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -6366412.000000 Penalty: 3517.395020
	Iteration 53Q: 3 clusters Score -6366412 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -6366421.000000 Penalty: 3517.395020
	Iteration 54Q: 3 clusters Score -6366421 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -6366454.000000 Penalty: 3517.395020
	Iteration 55Q: 3 clusters Score -6366454 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6366488.500000 Penalty: 3517.395020
	Iteration 56Q: 3 clusters Score -6366488 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6366517.500000 Penalty: 3517.395020
	Iteration 57Q: 3 clusters Score -6366518 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6366521.500000 Penalty: 3517.395020
	Iteration 58Q: 3 clusters Score -6366522 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6366553.500000 Penalty: 3517.395020
	Iteration 59Q: 3 clusters Score -6366554 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6366550.000000 Penalty: 3517.395020
	Iteration 60F: 3 clusters Score -6366550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6366577.500000 Penalty: 3517.395020
	Iteration 61Q: 3 clusters Score -6366578 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6366561.500000 Penalty: 3517.395020
	Iteration 62Q: 3 clusters Score -6366562 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6366546.000000 Penalty: 3517.395020
	Iteration 63Q: 3 clusters Score -6366546 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6366563.500000 Penalty: 3517.395020
	Iteration 64Q: 3 clusters Score -6366564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6366583.000000 Penalty: 3517.395020
	Iteration 65Q: 3 clusters Score -6366583 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6366601.000000 Penalty: 3517.395020
	Iteration 66Q: 3 clusters Score -6366601 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6366614.000000 Penalty: 3517.395020
	Iteration 67Q: 3 clusters Score -6366614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6366614.000000 Penalty: 3517.395020
	Iteration 68Q: 3 clusters Score -6366614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6366622.500000 Penalty: 3517.395020
	Iteration 69Q: 3 clusters Score -6366622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6366617.000000 Penalty: 3517.395020
	Iteration 70Q: 3 clusters Score -6366617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6366621.500000 Penalty: 3517.395020
	Iteration 71Q: 3 clusters Score -6366622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6366612.500000 Penalty: 3517.395020
	Iteration 72Q: 3 clusters Score -6366612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6366605.500000 Penalty: 3517.395020
	Iteration 73Q: 3 clusters Score -6366606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6366629.000000 Penalty: 3517.395020
	Iteration 74Q: 3 clusters Score -6366629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6366631.000000 Penalty: 3517.395020
	Iteration 75Q: 3 clusters Score -6366631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6366633.500000 Penalty: 3517.395020
	Iteration 76Q: 3 clusters Score -6366634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6366636.000000 Penalty: 3517.395020
	Iteration 77Q: 3 clusters Score -6366636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6366651.000000 Penalty: 3517.395020
	Iteration 78Q: 3 clusters Score -6366651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6366656.000000 Penalty: 3517.395020
	Iteration 79Q: 3 clusters Score -6366656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6366651.000000 Penalty: 3517.395020
	Iteration 80F: 3 clusters Score -6366651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6366649.500000 Penalty: 3517.395020
	Iteration 81Q: 3 clusters Score -6366650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6366644.000000 Penalty: 3517.395020
	Iteration 82Q: 3 clusters Score -6366644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6366654.000000 Penalty: 3517.395020
	Iteration 83Q: 3 clusters Score -6366654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6366660.000000 Penalty: 3517.395020
	Iteration 84Q: 3 clusters Score -6366660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6366658.000000 Penalty: 3517.395020
	Iteration 85Q: 3 clusters Score -6366658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6366661.500000 Penalty: 3517.395020
	Iteration 86Q: 3 clusters Score -6366662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6366657.000000 Penalty: 3517.395020
	Iteration 87Q: 3 clusters Score -6366657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6366664.500000 Penalty: 3517.395020
	Iteration 88Q: 3 clusters Score -6366664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6366662.500000 Penalty: 3517.395020
	Iteration 89Q: 3 clusters Score -6366662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6366664.500000 Penalty: 3517.395020
	Iteration 90Q: 3 clusters Score -6366664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6366665.000000 Penalty: 3517.395020
	Iteration 91Q: 3 clusters Score -6366665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6366662.500000 Penalty: 3517.395020
	Iteration 92Q: 3 clusters Score -6366662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6366659.500000 Penalty: 3517.395020
	Iteration 93Q: 3 clusters Score -6366660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6366665.000000 Penalty: 3517.395020
	Iteration 94Q: 3 clusters Score -6366665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6366661.000000 Penalty: 3517.395020
	Iteration 95Q: 3 clusters Score -6366661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6366663.500000 Penalty: 3517.395020
	Iteration 96Q: 3 clusters Score -6366664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6366667.000000 Penalty: 3517.395020
	Iteration 97Q: 3 clusters Score -6366667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6366669.500000 Penalty: 3517.395020
	Iteration 98Q: 3 clusters Score -6366670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6366667.500000 Penalty: 3517.395020
	Iteration 99Q: 3 clusters Score -6366668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6366671.500000 Penalty: 3517.395020
	Iteration 100F: 3 clusters Score -6366672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6366670.500000 Penalty: 3517.395020
	Iteration 101Q: 3 clusters Score -6366670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6366659.500000 Penalty: 3517.395020
	Iteration 102Q: 3 clusters Score -6366660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6366665.000000 Penalty: 3517.395020
	Iteration 103Q: 3 clusters Score -6366665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6366667.500000 Penalty: 3517.395020
	Iteration 104Q: 3 clusters Score -6366668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6366663.500000 Penalty: 3517.395020
	Iteration 105Q: 3 clusters Score -6366664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6366664.500000 Penalty: 3517.395020
	Iteration 106Q: 3 clusters Score -6366664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6366661.500000 Penalty: 3517.395020
	Iteration 107Q: 3 clusters Score -6366662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6366666.000000 Penalty: 3517.395020
	Iteration 108Q: 3 clusters Score -6366666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6366662.000000 Penalty: 3517.395020
	Iteration 109Q: 3 clusters Score -6366662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6366663.500000 Penalty: 3517.395020
	Iteration 110Q: 3 clusters Score -6366664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6366663.500000 Penalty: 3517.395020
	Iteration 111Q: 3 clusters Score -6366664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6366662.500000 Penalty: 3517.395020
	Iteration 112Q: 3 clusters Score -6366662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6366655.000000 Penalty: 3517.395020
	Iteration 113Q: 3 clusters Score -6366655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6366656.500000 Penalty: 3517.395020
	Iteration 114Q: 3 clusters Score -6366656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6366658.500000 Penalty: 3517.395020
	Iteration 115Q: 3 clusters Score -6366658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6366660.500000 Penalty: 3517.395020
	Iteration 116Q: 3 clusters Score -6366660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6366663.500000 Penalty: 3517.395020
	Iteration 117Q: 3 clusters Score -6366664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6366666.000000 Penalty: 3517.395020
	Iteration 118Q: 3 clusters Score -6366666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6366664.500000 Penalty: 3517.395020
	Iteration 119Q: 3 clusters Score -6366664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6366669.500000 Penalty: 3517.395020
	Iteration 120F: 3 clusters Score -6366670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6366673.500000 Penalty: 3517.395020
	Iteration 121Q: 3 clusters Score -6366674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6366675.000000 Penalty: 3517.395020
	Iteration 122Q: 3 clusters Score -6366675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6366680.500000 Penalty: 3517.395020
	Iteration 123Q: 3 clusters Score -6366680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6366673.500000 Penalty: 3517.395020
	Iteration 124Q: 3 clusters Score -6366674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6366682.500000 Penalty: 3517.395020
	Iteration 125Q: 3 clusters Score -6366682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6366685.500000 Penalty: 3517.395020
	Iteration 126Q: 3 clusters Score -6366686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6366685.500000 Penalty: 3517.395020
	Iteration 127Q: 3 clusters Score -6366686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6366691.000000 Penalty: 3517.395020
	Iteration 128Q: 3 clusters Score -6366691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6366689.000000 Penalty: 3517.395020
	Iteration 129Q: 3 clusters Score -6366689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6366687.000000 Penalty: 3517.395020
	Iteration 130Q: 3 clusters Score -6366687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6366683.000000 Penalty: 3517.395020
	Iteration 131Q: 3 clusters Score -6366683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6366680.500000 Penalty: 3517.395020
	Iteration 132Q: 3 clusters Score -6366680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6366681.500000 Penalty: 3517.395020
	Iteration 133Q: 3 clusters Score -6366682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6366681.500000 Penalty: 3517.395020
	Iteration 134Q: 3 clusters Score -6366682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6366684.000000 Penalty: 3517.395020
	Iteration 135Q: 3 clusters Score -6366684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6366682.000000 Penalty: 3517.395020
	Iteration 136Q: 3 clusters Score -6366682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6366682.000000 Penalty: 3517.395020
	Iteration 137Q: 3 clusters Score -6366682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6366683.500000 Penalty: 3517.395020
	Iteration 138Q: 3 clusters Score -6366684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6366686.500000 Penalty: 3517.395020
	Iteration 139Q: 3 clusters Score -6366686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6366677.000000 Penalty: 3517.395020
	Iteration 140F: 3 clusters Score -6366677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6366678.500000 Penalty: 3517.395020
	Iteration 141Q: 3 clusters Score -6366678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6366677.500000 Penalty: 3517.395020
	Iteration 142Q: 3 clusters Score -6366678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6366677.500000 Penalty: 3517.395020
	Iteration 143F: 3 clusters Score -6366678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -580237.687500 Penalty: 1377.037598
	Iteration 0F: 2 clusters Score -580237.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -576359.062500 Penalty: 2754.075195
	Iteration 0F: 3 clusters Score -576359.1 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -577398.625000 Penalty: 2754.075195
	Iteration 1F: 3 clusters Score -577398.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -577567.125000 Penalty: 2754.075195
	Iteration 2F: 3 clusters Score -577567.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -577658.875000 Penalty: 2754.075195
	Iteration 3Q: 3 clusters Score -577658.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -577717.250000 Penalty: 2754.075195
	Iteration 4Q: 3 clusters Score -577717.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -577774.250000 Penalty: 2754.075195
	Iteration 5Q: 3 clusters Score -577774.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -577836.750000 Penalty: 2754.075195
	Iteration 6Q: 3 clusters Score -577836.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -577899.562500 Penalty: 2754.075195
	Iteration 7Q: 3 clusters Score -577899.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -577951.375000 Penalty: 2754.075195
	Iteration 8Q: 3 clusters Score -577951.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -578004.125000 Penalty: 2754.075195
	Iteration 9Q: 3 clusters Score -578004.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -578058.125000 Penalty: 2754.075195
	Iteration 10Q: 3 clusters Score -578058.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -578118.375000 Penalty: 2754.075195
	Iteration 11Q: 3 clusters Score -578118.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -578181.312500 Penalty: 2754.075195
	Iteration 12Q: 3 clusters Score -578181.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -578251.250000 Penalty: 2754.075195
	Iteration 13Q: 3 clusters Score -578251.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -578315.437500 Penalty: 2754.075195
	Iteration 14Q: 3 clusters Score -578315.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -578383.125000 Penalty: 2754.075195
	Iteration 15Q: 3 clusters Score -578383.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -578461.875000 Penalty: 2754.075195
	Iteration 16Q: 3 clusters Score -578461.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -578523.125000 Penalty: 2754.075195
	Iteration 17Q: 3 clusters Score -578523.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -578588.375000 Penalty: 2754.075195
	Iteration 18Q: 3 clusters Score -578588.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -578656.125000 Penalty: 2754.075195
	Iteration 19Q: 3 clusters Score -578656.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -578710.312500 Penalty: 2754.075195
	Iteration 20F: 3 clusters Score -578710.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -578758.625000 Penalty: 2754.075195
	Iteration 21Q: 3 clusters Score -578758.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -578802.187500 Penalty: 2754.075195
	Iteration 22Q: 3 clusters Score -578802.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -578830.375000 Penalty: 2754.075195
	Iteration 23Q: 3 clusters Score -578830.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -578846.562500 Penalty: 2754.075195
	Iteration 24Q: 3 clusters Score -578846.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -578860.250000 Penalty: 2754.075195
	Iteration 25Q: 3 clusters Score -578860.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -578875.375000 Penalty: 2754.075195
	Iteration 26Q: 3 clusters Score -578875.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -578891.312500 Penalty: 2754.075195
	Iteration 27Q: 3 clusters Score -578891.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -578904.562500 Penalty: 2754.075195
	Iteration 28Q: 3 clusters Score -578904.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -578924.750000 Penalty: 2754.075195
	Iteration 29Q: 3 clusters Score -578924.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -578936.312500 Penalty: 2754.075195
	Iteration 30Q: 3 clusters Score -578936.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -578950.000000 Penalty: 2754.075195
	Iteration 31Q: 3 clusters Score -578950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -578966.500000 Penalty: 2754.075195
	Iteration 32Q: 3 clusters Score -578966.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -578979.500000 Penalty: 2754.075195
	Iteration 33Q: 3 clusters Score -578979.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -578987.625000 Penalty: 2754.075195
	Iteration 34Q: 3 clusters Score -578987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -578991.687500 Penalty: 2754.075195
	Iteration 35Q: 3 clusters Score -578991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -578995.125000 Penalty: 2754.075195
	Iteration 36Q: 3 clusters Score -578995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -579000.375000 Penalty: 2754.075195
	Iteration 37Q: 3 clusters Score -579000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -579000.812500 Penalty: 2754.075195
	Iteration 38Q: 3 clusters Score -579000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -579003.312500 Penalty: 2754.075195
	Iteration 39Q: 3 clusters Score -579003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -579004.062500 Penalty: 2754.075195
	Iteration 40F: 3 clusters Score -579004.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -579006.000000 Penalty: 2754.075195
	Iteration 41Q: 3 clusters Score -579006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -579007.125000 Penalty: 2754.075195
	Iteration 42Q: 3 clusters Score -579007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -579007.250000 Penalty: 2754.075195
	Iteration 43Q: 3 clusters Score -579007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -579008.000000 Penalty: 2754.075195
	Iteration 44Q: 3 clusters Score -579008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -579008.000000 Penalty: 2754.075195
	Iteration 45F: 3 clusters Score -579008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Entering Unmasked Estep 
Score: -438487.625000 Penalty: 1334.189331
	Iteration 0F: 2 clusters Score -438487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -435364.343750 Penalty: 2668.378662
	Iteration 0F: 3 clusters Score -435364.3 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -436168.000000 Penalty: 2668.378662
	Iteration 1F: 3 clusters Score -436168 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -436337.062500 Penalty: 2668.378662
	Iteration 2F: 3 clusters Score -436337.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -436459.062500 Penalty: 2668.378662
	Iteration 3F: 3 clusters Score -436459.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -436556.093750 Penalty: 2668.378662
	Iteration 4Q: 3 clusters Score -436556.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -436639.125000 Penalty: 2668.378662
	Iteration 5Q: 3 clusters Score -436639.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -436714.656250 Penalty: 2668.378662
	Iteration 6Q: 3 clusters Score -436714.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -436802.937500 Penalty: 2668.378662
	Iteration 7Q: 3 clusters Score -436802.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -436899.437500 Penalty: 2668.378662
	Iteration 8Q: 3 clusters Score -436899.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -436997.781250 Penalty: 2668.378662
	Iteration 9Q: 3 clusters Score -436997.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -437070.906250 Penalty: 2668.378662
	Iteration 10Q: 3 clusters Score -437070.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -437130.718750 Penalty: 2668.378662
	Iteration 11Q: 3 clusters Score -437130.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -437176.125000 Penalty: 2668.378662
	Iteration 12Q: 3 clusters Score -437176.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -437208.906250 Penalty: 2668.378662
	Iteration 13Q: 3 clusters Score -437208.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -437233.187500 Penalty: 2668.378662
	Iteration 14Q: 3 clusters Score -437233.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -437257.593750 Penalty: 2668.378662
	Iteration 15Q: 3 clusters Score -437257.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -437282.312500 Penalty: 2668.378662
	Iteration 16Q: 3 clusters Score -437282.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -437308.125000 Penalty: 2668.378662
	Iteration 17Q: 3 clusters Score -437308.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -437329.750000 Penalty: 2668.378662
	Iteration 18Q: 3 clusters Score -437329.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -437355.281250 Penalty: 2668.378662
	Iteration 19Q: 3 clusters Score -437355.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -437379.437500 Penalty: 2668.378662
	Iteration 20F: 3 clusters Score -437379.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -437399.031250 Penalty: 2668.378662
	Iteration 21Q: 3 clusters Score -437399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -437409.656250 Penalty: 2668.378662
	Iteration 22Q: 3 clusters Score -437409.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -437421.875000 Penalty: 2668.378662
	Iteration 23Q: 3 clusters Score -437421.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -437437.187500 Penalty: 2668.378662
	Iteration 24Q: 3 clusters Score -437437.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -437452.093750 Penalty: 2668.378662
	Iteration 25Q: 3 clusters Score -437452.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -437469.000000 Penalty: 2668.378662
	Iteration 26Q: 3 clusters Score -437469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -437484.281250 Penalty: 2668.378662
	Iteration 27Q: 3 clusters Score -437484.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -437496.718750 Penalty: 2668.378662
	Iteration 28Q: 3 clusters Score -437496.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -437509.187500 Penalty: 2668.378662
	Iteration 29Q: 3 clusters Score -437509.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -437519.625000 Penalty: 2668.378662
	Iteration 30Q: 3 clusters Score -437519.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -437530.187500 Penalty: 2668.378662
	Iteration 31Q: 3 clusters Score -437530.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -437540.375000 Penalty: 2668.378662
	Iteration 32Q: 3 clusters Score -437540.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -437549.968750 Penalty: 2668.378662
	Iteration 33Q: 3 clusters Score -437550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -437561.781250 Penalty: 2668.378662
	Iteration 34Q: 3 clusters Score -437561.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -437567.531250 Penalty: 2668.378662
	Iteration 35Q: 3 clusters Score -437567.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -437572.125000 Penalty: 2668.378662
	Iteration 36Q: 3 clusters Score -437572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -437575.875000 Penalty: 2668.378662
	Iteration 37Q: 3 clusters Score -437575.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -437578.375000 Penalty: 2668.378662
	Iteration 38Q: 3 clusters Score -437578.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -437580.031250 Penalty: 2668.378662
	Iteration 39Q: 3 clusters Score -437580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -437581.312500 Penalty: 2668.378662
	Iteration 40F: 3 clusters Score -437581.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -437582.062500 Penalty: 2668.378662
	Iteration 41Q: 3 clusters Score -437582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -437583.906250 Penalty: 2668.378662
	Iteration 42Q: 3 clusters Score -437583.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -437585.218750 Penalty: 2668.378662
	Iteration 43Q: 3 clusters Score -437585.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -437586.812500 Penalty: 2668.378662
	Iteration 44Q: 3 clusters Score -437586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -437588.406250 Penalty: 2668.378662
	Iteration 45Q: 3 clusters Score -437588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -437591.000000 Penalty: 2668.378662
	Iteration 46Q: 3 clusters Score -437591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -437592.000000 Penalty: 2668.378662
	Iteration 47Q: 3 clusters Score -437592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -437593.375000 Penalty: 2668.378662
	Iteration 48Q: 3 clusters Score -437593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -437594.531250 Penalty: 2668.378662
	Iteration 49Q: 3 clusters Score -437594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -437595.156250 Penalty: 2668.378662
	Iteration 50Q: 3 clusters Score -437595.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -437598.156250 Penalty: 2668.378662
	Iteration 51Q: 3 clusters Score -437598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -437601.656250 Penalty: 2668.378662
	Iteration 52Q: 3 clusters Score -437601.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -437605.156250 Penalty: 2668.378662
	Iteration 53Q: 3 clusters Score -437605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -437608.375000 Penalty: 2668.378662
	Iteration 54Q: 3 clusters Score -437608.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -437610.750000 Penalty: 2668.378662
	Iteration 55Q: 3 clusters Score -437610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -437612.875000 Penalty: 2668.378662
	Iteration 56Q: 3 clusters Score -437612.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -437613.781250 Penalty: 2668.378662
	Iteration 57Q: 3 clusters Score -437613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -437614.781250 Penalty: 2668.378662
	Iteration 58Q: 3 clusters Score -437614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -437614.812500 Penalty: 2668.378662
	Iteration 59Q: 3 clusters Score -437614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -437614.875000 Penalty: 2668.378662
	Iteration 60F: 3 clusters Score -437614.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -437615.625000 Penalty: 2668.378662
	Iteration 61Q: 3 clusters Score -437615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -437615.468750 Penalty: 2668.378662
	Iteration 62Q: 3 clusters Score -437615.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -437616.500000 Penalty: 2668.378662
	Iteration 63Q: 3 clusters Score -437616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -437616.500000 Penalty: 2668.378662
	Iteration 64F: 3 clusters Score -437616.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -18630.570312 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -18630.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18011.904297 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -18011.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18206.560547 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -18206.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18343.876953 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -18343.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18395.449219 Penalty: 1826.630249
	Iteration 3Q: 3 clusters Score -18395.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18402.945312 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -18402.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18404.953125 Penalty: 1826.630249
	Iteration 5Q: 3 clusters Score -18404.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18406.556641 Penalty: 1826.630249
	Iteration 6Q: 3 clusters Score -18406.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18449.460938 Penalty: 1826.630249
	Iteration 7Q: 3 clusters Score -18449.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18479.212891 Penalty: 1826.630249
	Iteration 8Q: 3 clusters Score -18479.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18500.193359 Penalty: 1826.630249
	Iteration 9Q: 3 clusters Score -18500.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18505.203125 Penalty: 1826.630249
	Iteration 10Q: 3 clusters Score -18505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18526.105469 Penalty: 1826.630249
	Iteration 11Q: 3 clusters Score -18526.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18526.105469 Penalty: 1826.630249
	Iteration 12F: 3 clusters Score -18526.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -736258.375000 Penalty: 1414.562500
	Iteration 0F: 2 clusters Score -736258.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -731608.750000 Penalty: 2829.125000
	Iteration 0F: 3 clusters Score -731608.8 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -732950.250000 Penalty: 2829.125000
	Iteration 1F: 3 clusters Score -732950.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -733143.625000 Penalty: 2829.125000
	Iteration 2F: 3 clusters Score -733143.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -733279.250000 Penalty: 2829.125000
	Iteration 3F: 3 clusters Score -733279.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -733384.812500 Penalty: 2829.125000
	Iteration 4Q: 3 clusters Score -733384.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -733470.812500 Penalty: 2829.125000
	Iteration 5Q: 3 clusters Score -733470.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -733529.562500 Penalty: 2829.125000
	Iteration 6Q: 3 clusters Score -733529.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -733584.125000 Penalty: 2829.125000
	Iteration 7Q: 3 clusters Score -733584.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -733639.875000 Penalty: 2829.125000
	Iteration 8Q: 3 clusters Score -733639.9 nChanged 139
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: -733693.062500 Penalty: 2829.125000
	Iteration 9Q: 3 clusters Score -733693.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -733741.375000 Penalty: 2829.125000
	Iteration 10Q: 3 clusters Score -733741.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -733792.750000 Penalty: 2829.125000
	Iteration 11Q: 3 clusters Score -733792.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -733865.437500 Penalty: 2829.125000
	Iteration 12Q: 3 clusters Score -733865.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -733929.375000 Penalty: 2829.125000
	Iteration 13Q: 3 clusters Score -733929.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -734008.500000 Penalty: 2829.125000
	Iteration 14Q: 3 clusters Score -734008.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -734107.125000 Penalty: 2829.125000
	Iteration 15Q: 3 clusters Score -734107.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -734202.750000 Penalty: 2829.125000
	Iteration 16Q: 3 clusters Score -734202.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -734315.187500 Penalty: 2829.125000
	Iteration 17Q: 3 clusters Score -734315.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -734430.625000 Penalty: 2829.125000
	Iteration 18Q: 3 clusters Score -734430.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -734527.937500 Penalty: 2829.125000
	Iteration 19Q: 3 clusters Score -734527.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -734616.187500 Penalty: 2829.125000
	Iteration 20F: 3 clusters Score -734616.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -734682.250000 Penalty: 2829.125000
	Iteration 21Q: 3 clusters Score -734682.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -734752.062500 Penalty: 2829.125000
	Iteration 22Q: 3 clusters Score -734752.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -734802.687500 Penalty: 2829.125000
	Iteration 23Q: 3 clusters Score -734802.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -734849.375000 Penalty: 2829.125000
	Iteration 24Q: 3 clusters Score -734849.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -734889.375000 Penalty: 2829.125000
	Iteration 25Q: 3 clusters Score -734889.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -734920.812500 Penalty: 2829.125000
	Iteration 26Q: 3 clusters Score -734920.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -734947.687500 Penalty: 2829.125000
	Iteration 27Q: 3 clusters Score -734947.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -734971.125000 Penalty: 2829.125000
	Iteration 28Q: 3 clusters Score -734971.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -734988.875000 Penalty: 2829.125000
	Iteration 29Q: 3 clusters Score -734988.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -735001.000000 Penalty: 2829.125000
	Iteration 30Q: 3 clusters Score -735001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -735016.750000 Penalty: 2829.125000
	Iteration 31Q: 3 clusters Score -735016.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -735029.125000 Penalty: 2829.125000
	Iteration 32Q: 3 clusters Score -735029.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -735039.875000 Penalty: 2829.125000
	Iteration 33Q: 3 clusters Score -735039.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -735046.187500 Penalty: 2829.125000
	Iteration 34Q: 3 clusters Score -735046.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -735050.812500 Penalty: 2829.125000
	Iteration 35Q: 3 clusters Score -735050.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -735055.875000 Penalty: 2829.125000
	Iteration 36Q: 3 clusters Score -735055.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -735060.750000 Penalty: 2829.125000
	Iteration 37Q: 3 clusters Score -735060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -735063.937500 Penalty: 2829.125000
	Iteration 38Q: 3 clusters Score -735063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -735064.812500 Penalty: 2829.125000
	Iteration 39Q: 3 clusters Score -735064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -735067.250000 Penalty: 2829.125000
	Iteration 40F: 3 clusters Score -735067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -735070.375000 Penalty: 2829.125000
	Iteration 41Q: 3 clusters Score -735070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -735073.437500 Penalty: 2829.125000
	Iteration 42Q: 3 clusters Score -735073.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -735075.437500 Penalty: 2829.125000
	Iteration 43Q: 3 clusters Score -735075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -735074.750000 Penalty: 2829.125000
	Iteration 44Q: 3 clusters Score -735074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -735075.500000 Penalty: 2829.125000
	Iteration 45Q: 3 clusters Score -735075.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -735075.500000 Penalty: 2829.125000
	Iteration 46F: 3 clusters Score -735075.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Entering Unmasked Estep 
Score: -951832.937500 Penalty: 1454.440552
	Iteration 0F: 2 clusters Score -951832.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -946123.000000 Penalty: 2908.881104
	Iteration 0F: 3 clusters Score -946123 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -947880.625000 Penalty: 2908.881104
	Iteration 1F: 3 clusters Score -947880.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -948069.312500 Penalty: 2908.881104
	Iteration 2F: 3 clusters Score -948069.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -948222.187500 Penalty: 2908.881104
	Iteration 3Q: 3 clusters Score -948222.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -948330.562500 Penalty: 2908.881104
	Iteration 4Q: 3 clusters Score -948330.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -948421.625000 Penalty: 2908.881104
	Iteration 5Q: 3 clusters Score -948421.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -948511.000000 Penalty: 2908.881104
	Iteration 6Q: 3 clusters Score -948511 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -948591.687500 Penalty: 2908.881104
	Iteration 7Q: 3 clusters Score -948591.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -948661.062500 Penalty: 2908.881104
	Iteration 8Q: 3 clusters Score -948661.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -948753.437500 Penalty: 2908.881104
	Iteration 9Q: 3 clusters Score -948753.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -948866.937500 Penalty: 2908.881104
	Iteration 10Q: 3 clusters Score -948866.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -949000.375000 Penalty: 2908.881104
	Iteration 11Q: 3 clusters Score -949000.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -949143.250000 Penalty: 2908.881104
	Iteration 12Q: 3 clusters Score -949143.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -949301.812500 Penalty: 2908.881104
	Iteration 13Q: 3 clusters Score -949301.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -949482.062500 Penalty: 2908.881104
	Iteration 14Q: 3 clusters Score -949482.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -949669.062500 Penalty: 2908.881104
	Iteration 15Q: 3 clusters Score -949669.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -949861.375000 Penalty: 2908.881104
	Iteration 16Q: 3 clusters Score -949861.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -949997.500000 Penalty: 2908.881104
	Iteration 17Q: 3 clusters Score -949997.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -950120.062500 Penalty: 2908.881104
	Iteration 18Q: 3 clusters Score -950120.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -950231.562500 Penalty: 2908.881104
	Iteration 19Q: 3 clusters Score -950231.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -950312.812500 Penalty: 2908.881104
	Iteration 20F: 3 clusters Score -950312.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -950373.125000 Penalty: 2908.881104
	Iteration 21Q: 3 clusters Score -950373.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -950430.437500 Penalty: 2908.881104
	Iteration 22Q: 3 clusters Score -950430.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -950468.437500 Penalty: 2908.881104
	Iteration 23Q: 3 clusters Score -950468.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -950505.812500 Penalty: 2908.881104
	Iteration 24Q: 3 clusters Score -950505.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -950526.125000 Penalty: 2908.881104
	Iteration 25Q: 3 clusters Score -950526.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -950540.250000 Penalty: 2908.881104
	Iteration 26Q: 3 clusters Score -950540.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -950548.625000 Penalty: 2908.881104
	Iteration 27Q: 3 clusters Score -950548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -950553.687500 Penalty: 2908.881104
	Iteration 28Q: 3 clusters Score -950553.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -950559.250000 Penalty: 2908.881104
	Iteration 29Q: 3 clusters Score -950559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -950562.187500 Penalty: 2908.881104
	Iteration 30Q: 3 clusters Score -950562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -950562.437500 Penalty: 2908.881104
	Iteration 31Q: 3 clusters Score -950562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -950564.562500 Penalty: 2908.881104
	Iteration 32Q: 3 clusters Score -950564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -950564.750000 Penalty: 2908.881104
	Iteration 33Q: 3 clusters Score -950564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -950567.062500 Penalty: 2908.881104
	Iteration 34Q: 3 clusters Score -950567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -950566.625000 Penalty: 2908.881104
	Iteration 35Q: 3 clusters Score -950566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -950567.562500 Penalty: 2908.881104
	Iteration 36Q: 3 clusters Score -950567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -950570.687500 Penalty: 2908.881104
	Iteration 37Q: 3 clusters Score -950570.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -950573.062500 Penalty: 2908.881104
	Iteration 38Q: 3 clusters Score -950573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -950579.250000 Penalty: 2908.881104
	Iteration 39Q: 3 clusters Score -950579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -950581.125000 Penalty: 2908.881104
	Iteration 40F: 3 clusters Score -950581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -950581.500000 Penalty: 2908.881104
	Iteration 41Q: 3 clusters Score -950581.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -950584.437500 Penalty: 2908.881104
	Iteration 42Q: 3 clusters Score -950584.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -950589.375000 Penalty: 2908.881104
	Iteration 43Q: 3 clusters Score -950589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -950593.625000 Penalty: 2908.881104
	Iteration 44Q: 3 clusters Score -950593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -950595.000000 Penalty: 2908.881104
	Iteration 45Q: 3 clusters Score -950595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -950597.062500 Penalty: 2908.881104
	Iteration 46Q: 3 clusters Score -950597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -950600.937500 Penalty: 2908.881104
	Iteration 47Q: 3 clusters Score -950600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -950601.437500 Penalty: 2908.881104
	Iteration 48Q: 3 clusters Score -950601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -950604.437500 Penalty: 2908.881104
	Iteration 49Q: 3 clusters Score -950604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -950604.812500 Penalty: 2908.881104
	Iteration 50Q: 3 clusters Score -950604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -950605.187500 Penalty: 2908.881104
	Iteration 51Q: 3 clusters Score -950605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -950607.562500 Penalty: 2908.881104
	Iteration 52Q: 3 clusters Score -950607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -950611.312500 Penalty: 2908.881104
	Iteration 53Q: 3 clusters Score -950611.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -950615.000000 Penalty: 2908.881104
	Iteration 54Q: 3 clusters Score -950615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -950619.687500 Penalty: 2908.881104
	Iteration 55Q: 3 clusters Score -950619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -950620.750000 Penalty: 2908.881104
	Iteration 56Q: 3 clusters Score -950620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -950621.437500 Penalty: 2908.881104
	Iteration 57Q: 3 clusters Score -950621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -950623.375000 Penalty: 2908.881104
	Iteration 58Q: 3 clusters Score -950623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -950623.500000 Penalty: 2908.881104
	Iteration 59Q: 3 clusters Score -950623.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -950623.250000 Penalty: 2908.881104
	Iteration 60F: 3 clusters Score -950623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -950623.187500 Penalty: 2908.881104
	Iteration 61Q: 3 clusters Score -950623.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -950623.187500 Penalty: 2908.881104
	Iteration 62F: 3 clusters Score -950623.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (84375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84375 members 
Entering Unmasked Estep 
Score: -10574772.000000 Penalty: 1843.241699
	Iteration 0F: 2 clusters Score -1.057477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -10519404.000000 Penalty: 3686.483398
	Iteration 0F: 3 clusters Score -1.05194e+07 nChanged 40148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -10542475.000000 Penalty: 3686.483398
	Iteration 1F: 3 clusters Score -1.054248e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -10543195.000000 Penalty: 3686.483398
	Iteration 2Q: 3 clusters Score -1.05432e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -10544127.000000 Penalty: 3686.483398
	Iteration 3Q: 3 clusters Score -1.054413e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -10545592.000000 Penalty: 3686.483398
	Iteration 4Q: 3 clusters Score -1.054559e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -10548234.000000 Penalty: 3686.483398
	Iteration 5F: 3 clusters Score -1.054823e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -10553046.000000 Penalty: 3686.483398
	Iteration 6F: 3 clusters Score -1.055305e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 67254 members 
Entering Unmasked Estep 
Score: -10559296.000000 Penalty: 3686.483398
	Iteration 7F: 3 clusters Score -1.05593e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -10565052.000000 Penalty: 3686.483398
	Iteration 8F: 3 clusters Score -1.056505e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 76472 members 
Entering Unmasked Estep 
Score: -10568947.000000 Penalty: 3686.483398
	Iteration 9Q: 3 clusters Score -1.056895e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -10570999.000000 Penalty: 3686.483398
	Iteration 10Q: 3 clusters Score -1.0571e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -10571997.000000 Penalty: 3686.483398
	Iteration 11Q: 3 clusters Score -1.0572e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -10572554.000000 Penalty: 3686.483398
	Iteration 12Q: 3 clusters Score -1.057255e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 81318 members 
Entering Unmasked Estep 
Score: -10572930.000000 Penalty: 3686.483398
	Iteration 13Q: 3 clusters Score -1.057293e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
Score: -10573108.000000 Penalty: 3686.483398
	Iteration 14Q: 3 clusters Score -1.057311e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -10573254.000000 Penalty: 3686.483398
	Iteration 15Q: 3 clusters Score -1.057325e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 82479 members 
Entering Unmasked Estep 
Score: -10573338.000000 Penalty: 3686.483398
	Iteration 16Q: 3 clusters Score -1.057334e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -10573368.000000 Penalty: 3686.483398
	Iteration 17Q: 3 clusters Score -1.057337e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -10573412.000000 Penalty: 3686.483398
	Iteration 18Q: 3 clusters Score -1.057341e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 83028 members 
Entering Unmasked Estep 
Score: -10573444.000000 Penalty: 3686.483398
	Iteration 19Q: 3 clusters Score -1.057344e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -10573487.000000 Penalty: 3686.483398
	Iteration 20F: 3 clusters Score -1.057349e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -10573494.000000 Penalty: 3686.483398
	Iteration 21Q: 3 clusters Score -1.057349e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -10573495.000000 Penalty: 3686.483398
	Iteration 22Q: 3 clusters Score -1.05735e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -10573501.000000 Penalty: 3686.483398
	Iteration 23Q: 3 clusters Score -1.05735e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -10573517.000000 Penalty: 3686.483398
	Iteration 24Q: 3 clusters Score -1.057352e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -10573530.000000 Penalty: 3686.483398
	Iteration 25Q: 3 clusters Score -1.057353e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -10573542.000000 Penalty: 3686.483398
	Iteration 26Q: 3 clusters Score -1.057354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
Score: -10573552.000000 Penalty: 3686.483398
	Iteration 27Q: 3 clusters Score -1.057355e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -10573538.000000 Penalty: 3686.483398
	Iteration 28Q: 3 clusters Score -1.057354e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -10573539.000000 Penalty: 3686.483398
	Iteration 29Q: 3 clusters Score -1.057354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -10573550.000000 Penalty: 3686.483398
	Iteration 30Q: 3 clusters Score -1.057355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 83621 members 
Entering Unmasked Estep 
Score: -10573557.000000 Penalty: 3686.483398
	Iteration 31Q: 3 clusters Score -1.057356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 83628 members 
Entering Unmasked Estep 
Score: -10573552.000000 Penalty: 3686.483398
	Iteration 32Q: 3 clusters Score -1.057355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -10573558.000000 Penalty: 3686.483398
	Iteration 33Q: 3 clusters Score -1.057356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -10573552.000000 Penalty: 3686.483398
	Iteration 34Q: 3 clusters Score -1.057355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -10573551.000000 Penalty: 3686.483398
	Iteration 35Q: 3 clusters Score -1.057355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -10573550.000000 Penalty: 3686.483398
	Iteration 36Q: 3 clusters Score -1.057355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -10573552.000000 Penalty: 3686.483398
	Iteration 37Q: 3 clusters Score -1.057355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -10573560.000000 Penalty: 3686.483398
	Iteration 38Q: 3 clusters Score -1.057356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -10573560.000000 Penalty: 3686.483398
	Iteration 39Q: 3 clusters Score -1.057356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 83695 members 
Entering Unmasked Estep 
Score: -10573566.000000 Penalty: 3686.483398
	Iteration 40F: 3 clusters Score -1.057357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -10573571.000000 Penalty: 3686.483398
	Iteration 41Q: 3 clusters Score -1.057357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -10573559.000000 Penalty: 3686.483398
	Iteration 42Q: 3 clusters Score -1.057356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -10573567.000000 Penalty: 3686.483398
	Iteration 43Q: 3 clusters Score -1.057357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -10573554.000000 Penalty: 3686.483398
	Iteration 44Q: 3 clusters Score -1.057355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -10573553.000000 Penalty: 3686.483398
	Iteration 45Q: 3 clusters Score -1.057355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 83712 members 
Entering Unmasked Estep 
Score: -10573556.000000 Penalty: 3686.483398
	Iteration 46Q: 3 clusters Score -1.057356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -10573550.000000 Penalty: 3686.483398
	Iteration 47Q: 3 clusters Score -1.057355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -10573550.000000 Penalty: 3686.483398
	Iteration 48F: 3 clusters Score -1.057355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (91046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Entering Unmasked Estep 
Score: -11226652.000000 Penalty: 1855.606934
	Iteration 0F: 2 clusters Score -1.122665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -11166811.000000 Penalty: 3711.213867
	Iteration 0F: 3 clusters Score -1.116681e+07 nChanged 43528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -11192324.000000 Penalty: 3711.213867
	Iteration 1F: 3 clusters Score -1.119232e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -11193720.000000 Penalty: 3711.213867
	Iteration 2Q: 3 clusters Score -1.119372e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -11195730.000000 Penalty: 3711.213867
	Iteration 3Q: 3 clusters Score -1.119573e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -11198641.000000 Penalty: 3711.213867
	Iteration 4F: 3 clusters Score -1.119864e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -11202952.000000 Penalty: 3711.213867
	Iteration 5F: 3 clusters Score -1.120295e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -11208582.000000 Penalty: 3711.213867
	Iteration 6F: 3 clusters Score -1.120858e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -11214430.000000 Penalty: 3711.213867
	Iteration 7F: 3 clusters Score -1.121443e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -11218347.000000 Penalty: 3711.213867
	Iteration 8F: 3 clusters Score -1.121835e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -11219930.000000 Penalty: 3711.213867
	Iteration 9Q: 3 clusters Score -1.121993e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -11220668.000000 Penalty: 3711.213867
	Iteration 10Q: 3 clusters Score -1.122067e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -11221217.000000 Penalty: 3711.213867
	Iteration 11Q: 3 clusters Score -1.122122e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -11221524.000000 Penalty: 3711.213867
	Iteration 12Q: 3 clusters Score -1.122152e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -11221852.000000 Penalty: 3711.213867
	Iteration 13Q: 3 clusters Score -1.122185e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -11222066.000000 Penalty: 3711.213867
	Iteration 14Q: 3 clusters Score -1.122207e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -11222296.000000 Penalty: 3711.213867
	Iteration 15Q: 3 clusters Score -1.12223e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -11222420.000000 Penalty: 3711.213867
	Iteration 16Q: 3 clusters Score -1.122242e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -11222556.000000 Penalty: 3711.213867
	Iteration 17Q: 3 clusters Score -1.122256e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -11222736.000000 Penalty: 3711.213867
	Iteration 18Q: 3 clusters Score -1.122274e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -11222858.000000 Penalty: 3711.213867
	Iteration 19Q: 3 clusters Score -1.122286e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -11223027.000000 Penalty: 3711.213867
	Iteration 20F: 3 clusters Score -1.122303e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -11223167.000000 Penalty: 3711.213867
	Iteration 21Q: 3 clusters Score -1.122317e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -11223316.000000 Penalty: 3711.213867
	Iteration 22Q: 3 clusters Score -1.122332e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -11223501.000000 Penalty: 3711.213867
	Iteration 23Q: 3 clusters Score -1.12235e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -11223589.000000 Penalty: 3711.213867
	Iteration 24Q: 3 clusters Score -1.122359e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -11223695.000000 Penalty: 3711.213867
	Iteration 25Q: 3 clusters Score -1.12237e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -11223744.000000 Penalty: 3711.213867
	Iteration 26Q: 3 clusters Score -1.122374e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -11223832.000000 Penalty: 3711.213867
	Iteration 27Q: 3 clusters Score -1.122383e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -11223949.000000 Penalty: 3711.213867
	Iteration 28Q: 3 clusters Score -1.122395e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -11224224.000000 Penalty: 3711.213867
	Iteration 29Q: 3 clusters Score -1.122422e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -11224473.000000 Penalty: 3711.213867
	Iteration 30Q: 3 clusters Score -1.122447e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -11224683.000000 Penalty: 3711.213867
	Iteration 31Q: 3 clusters Score -1.122468e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84297 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -11224868.000000 Penalty: 3711.213867
	Iteration 32Q: 3 clusters Score -1.122487e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -11225050.000000 Penalty: 3711.213867
	Iteration 33Q: 3 clusters Score -1.122505e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -11225185.000000 Penalty: 3711.213867
	Iteration 34Q: 3 clusters Score -1.122518e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -11225274.000000 Penalty: 3711.213867
	Iteration 35Q: 3 clusters Score -1.122527e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85978 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -11225354.000000 Penalty: 3711.213867
	Iteration 36Q: 3 clusters Score -1.122535e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -11225451.000000 Penalty: 3711.213867
	Iteration 37Q: 3 clusters Score -1.122545e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -11225523.000000 Penalty: 3711.213867
	Iteration 38Q: 3 clusters Score -1.122552e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -11225509.000000 Penalty: 3711.213867
	Iteration 39Q: 3 clusters Score -1.122551e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -11225540.000000 Penalty: 3711.213867
	Iteration 40F: 3 clusters Score -1.122554e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87337 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -11225527.000000 Penalty: 3711.213867
	Iteration 41Q: 3 clusters Score -1.122553e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -11225537.000000 Penalty: 3711.213867
	Iteration 42Q: 3 clusters Score -1.122554e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -11225546.000000 Penalty: 3711.213867
	Iteration 43Q: 3 clusters Score -1.122555e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -11225553.000000 Penalty: 3711.213867
	Iteration 44Q: 3 clusters Score -1.122555e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -11225582.000000 Penalty: 3711.213867
	Iteration 45Q: 3 clusters Score -1.122558e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88066 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -11225580.000000 Penalty: 3711.213867
	Iteration 46Q: 3 clusters Score -1.122558e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -11225577.000000 Penalty: 3711.213867
	Iteration 47Q: 3 clusters Score -1.122558e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -11225570.000000 Penalty: 3711.213867
	Iteration 48Q: 3 clusters Score -1.122557e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -11225590.000000 Penalty: 3711.213867
	Iteration 49Q: 3 clusters Score -1.122559e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -11225582.000000 Penalty: 3711.213867
	Iteration 50Q: 3 clusters Score -1.122558e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -11225589.000000 Penalty: 3711.213867
	Iteration 51Q: 3 clusters Score -1.122559e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88525 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -11225580.000000 Penalty: 3711.213867
	Iteration 52Q: 3 clusters Score -1.122558e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11225577.000000 Penalty: 3711.213867
	Iteration 53Q: 3 clusters Score -1.122558e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -11225582.000000 Penalty: 3711.213867
	Iteration 54Q: 3 clusters Score -1.122558e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -11225585.000000 Penalty: 3711.213867
	Iteration 55Q: 3 clusters Score -1.122558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88681 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -11225582.000000 Penalty: 3711.213867
	Iteration 56Q: 3 clusters Score -1.122558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -11225585.000000 Penalty: 3711.213867
	Iteration 57Q: 3 clusters Score -1.122558e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -11225568.000000 Penalty: 3711.213867
	Iteration 58Q: 3 clusters Score -1.122557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -11225555.000000 Penalty: 3711.213867
	Iteration 59Q: 3 clusters Score -1.122556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -11225547.000000 Penalty: 3711.213867
	Iteration 60F: 3 clusters Score -1.122555e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -11225558.000000 Penalty: 3711.213867
	Iteration 61Q: 3 clusters Score -1.122556e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88863 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -11225579.000000 Penalty: 3711.213867
	Iteration 62Q: 3 clusters Score -1.122558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -11225568.000000 Penalty: 3711.213867
	Iteration 63Q: 3 clusters Score -1.122557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -11225566.000000 Penalty: 3711.213867
	Iteration 64Q: 3 clusters Score -1.122557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -11225566.000000 Penalty: 3711.213867
	Iteration 65Q: 3 clusters Score -1.122557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -11225580.000000 Penalty: 3711.213867
	Iteration 66Q: 3 clusters Score -1.122558e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11225593.000000 Penalty: 3711.213867
	Iteration 67Q: 3 clusters Score -1.122559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -11225587.000000 Penalty: 3711.213867
	Iteration 68Q: 3 clusters Score -1.122559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -11225590.000000 Penalty: 3711.213867
	Iteration 69Q: 3 clusters Score -1.122559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -11225597.000000 Penalty: 3711.213867
	Iteration 70Q: 3 clusters Score -1.12256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -11225596.000000 Penalty: 3711.213867
	Iteration 71Q: 3 clusters Score -1.12256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11225596.000000 Penalty: 3711.213867
	Iteration 72Q: 3 clusters Score -1.12256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -11225585.000000 Penalty: 3711.213867
	Iteration 73Q: 3 clusters Score -1.122558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -11225593.000000 Penalty: 3711.213867
	Iteration 74Q: 3 clusters Score -1.122559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11225589.000000 Penalty: 3711.213867
	Iteration 75Q: 3 clusters Score -1.122559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11225589.000000 Penalty: 3711.213867
	Iteration 76F: 3 clusters Score -1.122559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -35185.210938 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -35185.21 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 151 members 
Entering Unmasked Estep 
Score: -34304.636719 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -34304.64 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34499.289062 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -34499.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34626.347656 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -34626.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34723.832031 Penalty: 1914.784302
	Iteration 3F: 3 clusters Score -34723.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34774.050781 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -34774.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -34810.437500 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -34810.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34839.671875 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -34839.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34843.937500 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -34843.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34843.937500 Penalty: 1914.784302
	Iteration 8F: 3 clusters Score -34843.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1173646.625000 Penalty: 1492.666138
	Iteration 0F: 2 clusters Score -1173647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1166555.375000 Penalty: 2985.332275
	Iteration 0F: 3 clusters Score -1166555 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1169020.000000 Penalty: 2985.332275
	Iteration 1F: 3 clusters Score -1169020 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1169331.125000 Penalty: 2985.332275
	Iteration 2F: 3 clusters Score -1169331 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1169607.000000 Penalty: 2985.332275
	Iteration 3F: 3 clusters Score -1169607 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1169885.750000 Penalty: 2985.332275
	Iteration 4F: 3 clusters Score -1169886 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1170158.375000 Penalty: 2985.332275
	Iteration 5Q: 3 clusters Score -1170158 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1170457.125000 Penalty: 2985.332275
	Iteration 6Q: 3 clusters Score -1170457 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1170712.375000 Penalty: 2985.332275
	Iteration 7Q: 3 clusters Score -1170712 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1170941.500000 Penalty: 2985.332275
	Iteration 8Q: 3 clusters Score -1170942 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1171150.875000 Penalty: 2985.332275
	Iteration 9Q: 3 clusters Score -1171151 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1171325.750000 Penalty: 2985.332275
	Iteration 10Q: 3 clusters Score -1171326 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1171486.375000 Penalty: 2985.332275
	Iteration 11Q: 3 clusters Score -1171486 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1171622.250000 Penalty: 2985.332275
	Iteration 12Q: 3 clusters Score -1171622 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1171749.125000 Penalty: 2985.332275
	Iteration 13Q: 3 clusters Score -1171749 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1171862.500000 Penalty: 2985.332275
	Iteration 14Q: 3 clusters Score -1171862 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1171950.125000 Penalty: 2985.332275
	Iteration 15Q: 3 clusters Score -1171950 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1172021.000000 Penalty: 2985.332275
	Iteration 16Q: 3 clusters Score -1172021 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1172087.750000 Penalty: 2985.332275
	Iteration 17Q: 3 clusters Score -1172088 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1172146.125000 Penalty: 2985.332275
	Iteration 18Q: 3 clusters Score -1172146 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1172202.750000 Penalty: 2985.332275
	Iteration 19Q: 3 clusters Score -1172203 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1172250.125000 Penalty: 2985.332275
	Iteration 20F: 3 clusters Score -1172250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1172290.125000 Penalty: 2985.332275
	Iteration 21Q: 3 clusters Score -1172290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1172326.875000 Penalty: 2985.332275
	Iteration 22Q: 3 clusters Score -1172327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1172348.625000 Penalty: 2985.332275
	Iteration 23Q: 3 clusters Score -1172349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1172373.125000 Penalty: 2985.332275
	Iteration 24Q: 3 clusters Score -1172373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1172395.625000 Penalty: 2985.332275
	Iteration 25Q: 3 clusters Score -1172396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1172416.000000 Penalty: 2985.332275
	Iteration 26Q: 3 clusters Score -1172416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1172443.875000 Penalty: 2985.332275
	Iteration 27Q: 3 clusters Score -1172444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1172462.875000 Penalty: 2985.332275
	Iteration 28Q: 3 clusters Score -1172463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1172478.875000 Penalty: 2985.332275
	Iteration 29Q: 3 clusters Score -1172479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1172488.875000 Penalty: 2985.332275
	Iteration 30Q: 3 clusters Score -1172489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1172503.000000 Penalty: 2985.332275
	Iteration 31Q: 3 clusters Score -1172503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1172519.625000 Penalty: 2985.332275
	Iteration 32Q: 3 clusters Score -1172520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1172530.875000 Penalty: 2985.332275
	Iteration 33Q: 3 clusters Score -1172531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1172544.375000 Penalty: 2985.332275
	Iteration 34Q: 3 clusters Score -1172544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1172558.750000 Penalty: 2985.332275
	Iteration 35Q: 3 clusters Score -1172559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1172566.500000 Penalty: 2985.332275
	Iteration 36Q: 3 clusters Score -1172566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1172574.500000 Penalty: 2985.332275
	Iteration 37Q: 3 clusters Score -1172574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1172577.250000 Penalty: 2985.332275
	Iteration 38Q: 3 clusters Score -1172577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1172578.750000 Penalty: 2985.332275
	Iteration 39Q: 3 clusters Score -1172579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1172579.625000 Penalty: 2985.332275
	Iteration 40F: 3 clusters Score -1172580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1172580.500000 Penalty: 2985.332275
	Iteration 41Q: 3 clusters Score -1172580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1172580.500000 Penalty: 2985.332275
	Iteration 42F: 3 clusters Score -1172580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -177732.828125 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -177732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -175876.421875 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -175876.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -176228.609375 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -176228.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -176334.953125 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -176335 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -176394.406250 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -176394.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -176426.656250 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -176426.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -176451.968750 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -176452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -176465.703125 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -176465.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176475.625000 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -176475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176480.031250 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -176480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -176481.875000 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -176481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -176483.984375 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -176484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -176486.171875 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -176486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176487.578125 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -176487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176488.203125 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -176488.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176488.203125 Penalty: 2392.859619
	Iteration 14F: 3 clusters Score -176488.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -199113.640625 Penalty: 1211.297974
	Iteration 0F: 2 clusters Score -199113.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -197229.281250 Penalty: 2422.595947
	Iteration 0F: 3 clusters Score -197229.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -197705.890625 Penalty: 2422.595947
	Iteration 1F: 3 clusters Score -197705.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -197882.609375 Penalty: 2422.595947
	Iteration 2F: 3 clusters Score -197882.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198028.093750 Penalty: 2422.595947
	Iteration 3F: 3 clusters Score -198028.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -198093.921875 Penalty: 2422.595947
	Iteration 4Q: 3 clusters Score -198093.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -198132.953125 Penalty: 2422.595947
	Iteration 5Q: 3 clusters Score -198133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -198173.500000 Penalty: 2422.595947
	Iteration 6Q: 3 clusters Score -198173.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198202.640625 Penalty: 2422.595947
	Iteration 7Q: 3 clusters Score -198202.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -198223.640625 Penalty: 2422.595947
	Iteration 8Q: 3 clusters Score -198223.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198247.718750 Penalty: 2422.595947
	Iteration 9Q: 3 clusters Score -198247.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -198267.812500 Penalty: 2422.595947
	Iteration 10Q: 3 clusters Score -198267.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -198288.468750 Penalty: 2422.595947
	Iteration 11Q: 3 clusters Score -198288.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -198305.968750 Penalty: 2422.595947
	Iteration 12Q: 3 clusters Score -198306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -198317.046875 Penalty: 2422.595947
	Iteration 13Q: 3 clusters Score -198317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -198331.000000 Penalty: 2422.595947
	Iteration 14Q: 3 clusters Score -198331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -198354.468750 Penalty: 2422.595947
	Iteration 15Q: 3 clusters Score -198354.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -198371.125000 Penalty: 2422.595947
	Iteration 16Q: 3 clusters Score -198371.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -198386.312500 Penalty: 2422.595947
	Iteration 17Q: 3 clusters Score -198386.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -198405.734375 Penalty: 2422.595947
	Iteration 18Q: 3 clusters Score -198405.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -198421.875000 Penalty: 2422.595947
	Iteration 19Q: 3 clusters Score -198421.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -198433.156250 Penalty: 2422.595947
	Iteration 20F: 3 clusters Score -198433.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -198439.734375 Penalty: 2422.595947
	Iteration 21Q: 3 clusters Score -198439.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -198445.890625 Penalty: 2422.595947
	Iteration 22Q: 3 clusters Score -198445.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -198451.453125 Penalty: 2422.595947
	Iteration 23Q: 3 clusters Score -198451.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -198455.562500 Penalty: 2422.595947
	Iteration 24Q: 3 clusters Score -198455.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -198461.843750 Penalty: 2422.595947
	Iteration 25Q: 3 clusters Score -198461.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -198476.781250 Penalty: 2422.595947
	Iteration 26Q: 3 clusters Score -198476.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -198486.578125 Penalty: 2422.595947
	Iteration 27Q: 3 clusters Score -198486.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -198494.890625 Penalty: 2422.595947
	Iteration 28Q: 3 clusters Score -198494.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -198499.015625 Penalty: 2422.595947
	Iteration 29Q: 3 clusters Score -198499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -198506.718750 Penalty: 2422.595947
	Iteration 30Q: 3 clusters Score -198506.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -198514.515625 Penalty: 2422.595947
	Iteration 31Q: 3 clusters Score -198514.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198518.843750 Penalty: 2422.595947
	Iteration 32Q: 3 clusters Score -198518.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -198525.859375 Penalty: 2422.595947
	Iteration 33Q: 3 clusters Score -198525.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -198538.078125 Penalty: 2422.595947
	Iteration 34Q: 3 clusters Score -198538.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -198550.921875 Penalty: 2422.595947
	Iteration 35Q: 3 clusters Score -198550.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -198559.781250 Penalty: 2422.595947
	Iteration 36Q: 3 clusters Score -198559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -198565.437500 Penalty: 2422.595947
	Iteration 37Q: 3 clusters Score -198565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -198569.375000 Penalty: 2422.595947
	Iteration 38Q: 3 clusters Score -198569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -198575.046875 Penalty: 2422.595947
	Iteration 39Q: 3 clusters Score -198575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -198582.687500 Penalty: 2422.595947
	Iteration 40F: 3 clusters Score -198582.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -198601.187500 Penalty: 2422.595947
	Iteration 41Q: 3 clusters Score -198601.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -198641.859375 Penalty: 2422.595947
	Iteration 42Q: 3 clusters Score -198641.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -198670.421875 Penalty: 2422.595947
	Iteration 43Q: 3 clusters Score -198670.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -198696.312500 Penalty: 2422.595947
	Iteration 44Q: 3 clusters Score -198696.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198712.750000 Penalty: 2422.595947
	Iteration 45Q: 3 clusters Score -198712.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -198726.906250 Penalty: 2422.595947
	Iteration 46Q: 3 clusters Score -198726.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198732.500000 Penalty: 2422.595947
	Iteration 47Q: 3 clusters Score -198732.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198733.937500 Penalty: 2422.595947
	Iteration 48Q: 3 clusters Score -198733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -198734.718750 Penalty: 2422.595947
	Iteration 49Q: 3 clusters Score -198734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -198735.453125 Penalty: 2422.595947
	Iteration 50Q: 3 clusters Score -198735.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -198735.453125 Penalty: 2422.595947
	Iteration 51F: 3 clusters Score -198735.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Entering Unmasked Estep 
Score: -866913.687500 Penalty: 1442.506592
	Iteration 0F: 2 clusters Score -866913.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -861604.062500 Penalty: 2885.013184
	Iteration 0F: 3 clusters Score -861604.1 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -863250.562500 Penalty: 2885.013184
	Iteration 1F: 3 clusters Score -863250.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -863514.812500 Penalty: 2885.013184
	Iteration 2F: 3 clusters Score -863514.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -863743.250000 Penalty: 2885.013184
	Iteration 3F: 3 clusters Score -863743.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -864001.625000 Penalty: 2885.013184
	Iteration 4F: 3 clusters Score -864001.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -864331.000000 Penalty: 2885.013184
	Iteration 5F: 3 clusters Score -864331 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -864611.375000 Penalty: 2885.013184
	Iteration 6F: 3 clusters Score -864611.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -864875.937500 Penalty: 2885.013184
	Iteration 7Q: 3 clusters Score -864875.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -865130.062500 Penalty: 2885.013184
	Iteration 8Q: 3 clusters Score -865130.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -865354.250000 Penalty: 2885.013184
	Iteration 9Q: 3 clusters Score -865354.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -865541.625000 Penalty: 2885.013184
	Iteration 10Q: 3 clusters Score -865541.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -865691.937500 Penalty: 2885.013184
	Iteration 11Q: 3 clusters Score -865691.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -865775.750000 Penalty: 2885.013184
	Iteration 12Q: 3 clusters Score -865775.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -865836.750000 Penalty: 2885.013184
	Iteration 13Q: 3 clusters Score -865836.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -865872.312500 Penalty: 2885.013184
	Iteration 14Q: 3 clusters Score -865872.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -865896.375000 Penalty: 2885.013184
	Iteration 15Q: 3 clusters Score -865896.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -865912.125000 Penalty: 2885.013184
	Iteration 16Q: 3 clusters Score -865912.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -865922.125000 Penalty: 2885.013184
	Iteration 17Q: 3 clusters Score -865922.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -865929.125000 Penalty: 2885.013184
	Iteration 18Q: 3 clusters Score -865929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -865931.625000 Penalty: 2885.013184
	Iteration 19Q: 3 clusters Score -865931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -865934.375000 Penalty: 2885.013184
	Iteration 20F: 3 clusters Score -865934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -865935.437500 Penalty: 2885.013184
	Iteration 21Q: 3 clusters Score -865935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -865938.375000 Penalty: 2885.013184
	Iteration 22Q: 3 clusters Score -865938.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -865940.500000 Penalty: 2885.013184
	Iteration 23Q: 3 clusters Score -865940.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -865942.750000 Penalty: 2885.013184
	Iteration 24Q: 3 clusters Score -865942.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -865946.625000 Penalty: 2885.013184
	Iteration 25Q: 3 clusters Score -865946.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -865947.437500 Penalty: 2885.013184
	Iteration 26Q: 3 clusters Score -865947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -865947.375000 Penalty: 2885.013184
	Iteration 27Q: 3 clusters Score -865947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -865947.687500 Penalty: 2885.013184
	Iteration 28Q: 3 clusters Score -865947.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -865947.687500 Penalty: 2885.013184
	Iteration 29F: 3 clusters Score -865947.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -148255.265625 Penalty: 1164.643677
	Iteration 0F: 2 clusters Score -148255.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -146636.671875 Penalty: 2329.287354
	Iteration 0F: 3 clusters Score -146636.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -146956.421875 Penalty: 2329.287354
	Iteration 1F: 3 clusters Score -146956.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -147041.796875 Penalty: 2329.287354
	Iteration 2F: 3 clusters Score -147041.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -147114.625000 Penalty: 2329.287354
	Iteration 3Q: 3 clusters Score -147114.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147163.703125 Penalty: 2329.287354
	Iteration 4Q: 3 clusters Score -147163.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -147202.359375 Penalty: 2329.287354
	Iteration 5Q: 3 clusters Score -147202.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -147236.656250 Penalty: 2329.287354
	Iteration 6Q: 3 clusters Score -147236.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -147260.390625 Penalty: 2329.287354
	Iteration 7Q: 3 clusters Score -147260.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -147285.140625 Penalty: 2329.287354
	Iteration 8Q: 3 clusters Score -147285.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -147321.437500 Penalty: 2329.287354
	Iteration 9Q: 3 clusters Score -147321.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -147349.859375 Penalty: 2329.287354
	Iteration 10Q: 3 clusters Score -147349.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -147371.734375 Penalty: 2329.287354
	Iteration 11Q: 3 clusters Score -147371.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -147387.750000 Penalty: 2329.287354
	Iteration 12Q: 3 clusters Score -147387.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -147395.953125 Penalty: 2329.287354
	Iteration 13Q: 3 clusters Score -147396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -147403.093750 Penalty: 2329.287354
	Iteration 14Q: 3 clusters Score -147403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -147408.125000 Penalty: 2329.287354
	Iteration 15Q: 3 clusters Score -147408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -147411.281250 Penalty: 2329.287354
	Iteration 16Q: 3 clusters Score -147411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -147415.015625 Penalty: 2329.287354
	Iteration 17Q: 3 clusters Score -147415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -147416.812500 Penalty: 2329.287354
	Iteration 18Q: 3 clusters Score -147416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -147418.343750 Penalty: 2329.287354
	Iteration 19Q: 3 clusters Score -147418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -147419.109375 Penalty: 2329.287354
	Iteration 20F: 3 clusters Score -147419.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -147419.953125 Penalty: 2329.287354
	Iteration 21Q: 3 clusters Score -147420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -147421.875000 Penalty: 2329.287354
	Iteration 22Q: 3 clusters Score -147421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -147423.515625 Penalty: 2329.287354
	Iteration 23Q: 3 clusters Score -147423.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -147426.109375 Penalty: 2329.287354
	Iteration 24Q: 3 clusters Score -147426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -147429.328125 Penalty: 2329.287354
	Iteration 25Q: 3 clusters Score -147429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -147431.234375 Penalty: 2329.287354
	Iteration 26Q: 3 clusters Score -147431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -147436.546875 Penalty: 2329.287354
	Iteration 27Q: 3 clusters Score -147436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -147441.984375 Penalty: 2329.287354
	Iteration 28Q: 3 clusters Score -147442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -147449.312500 Penalty: 2329.287354
	Iteration 29Q: 3 clusters Score -147449.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -147453.734375 Penalty: 2329.287354
	Iteration 30Q: 3 clusters Score -147453.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -147459.906250 Penalty: 2329.287354
	Iteration 31Q: 3 clusters Score -147459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -147464.750000 Penalty: 2329.287354
	Iteration 32Q: 3 clusters Score -147464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -147467.250000 Penalty: 2329.287354
	Iteration 33Q: 3 clusters Score -147467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -147469.515625 Penalty: 2329.287354
	Iteration 34Q: 3 clusters Score -147469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -147471.031250 Penalty: 2329.287354
	Iteration 35Q: 3 clusters Score -147471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -147475.953125 Penalty: 2329.287354
	Iteration 36Q: 3 clusters Score -147476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -147476.687500 Penalty: 2329.287354
	Iteration 37Q: 3 clusters Score -147476.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -147476.687500 Penalty: 2329.287354
	Iteration 38F: 3 clusters Score -147476.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -12877.975586 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -12877.98 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 73 members 
Entering Unmasked Estep 
Score: -12238.842773 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -12238.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12311.362305 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -12311.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12355.222656 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -12355.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12381.574219 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -12381.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12387.407227 Penalty: 1645.343384
	Iteration 4Q: 3 clusters Score -12387.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12387.407227 Penalty: 1645.343384
	Iteration 5F: 3 clusters Score -12387.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Entering Unmasked Estep 
Score: -268114.062500 Penalty: 1258.281372
	Iteration 0F: 2 clusters Score -268114.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -265832.062500 Penalty: 2516.562744
	Iteration 0F: 3 clusters Score -265832.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -266406.718750 Penalty: 2516.562744
	Iteration 1F: 3 clusters Score -266406.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -266607.375000 Penalty: 2516.562744
	Iteration 2F: 3 clusters Score -266607.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -266747.375000 Penalty: 2516.562744
	Iteration 3F: 3 clusters Score -266747.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -266860.312500 Penalty: 2516.562744
	Iteration 4F: 3 clusters Score -266860.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -266917.000000 Penalty: 2516.562744
	Iteration 5Q: 3 clusters Score -266917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -266952.468750 Penalty: 2516.562744
	Iteration 6Q: 3 clusters Score -266952.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -266977.500000 Penalty: 2516.562744
	Iteration 7Q: 3 clusters Score -266977.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -267008.656250 Penalty: 2516.562744
	Iteration 8Q: 3 clusters Score -267008.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -267032.500000 Penalty: 2516.562744
	Iteration 9Q: 3 clusters Score -267032.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -267044.718750 Penalty: 2516.562744
	Iteration 10Q: 3 clusters Score -267044.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -267058.687500 Penalty: 2516.562744
	Iteration 11Q: 3 clusters Score -267058.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -267072.812500 Penalty: 2516.562744
	Iteration 12Q: 3 clusters Score -267072.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -267080.593750 Penalty: 2516.562744
	Iteration 13Q: 3 clusters Score -267080.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -267088.718750 Penalty: 2516.562744
	Iteration 14Q: 3 clusters Score -267088.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -267095.375000 Penalty: 2516.562744
	Iteration 15Q: 3 clusters Score -267095.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -267102.656250 Penalty: 2516.562744
	Iteration 16Q: 3 clusters Score -267102.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -267107.968750 Penalty: 2516.562744
	Iteration 17Q: 3 clusters Score -267108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -267112.687500 Penalty: 2516.562744
	Iteration 18Q: 3 clusters Score -267112.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -267117.250000 Penalty: 2516.562744
	Iteration 19Q: 3 clusters Score -267117.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -267123.687500 Penalty: 2516.562744
	Iteration 20F: 3 clusters Score -267123.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -267127.156250 Penalty: 2516.562744
	Iteration 21Q: 3 clusters Score -267127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -267129.093750 Penalty: 2516.562744
	Iteration 22Q: 3 clusters Score -267129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -267132.468750 Penalty: 2516.562744
	Iteration 23Q: 3 clusters Score -267132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -267134.000000 Penalty: 2516.562744
	Iteration 24Q: 3 clusters Score -267134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -267135.625000 Penalty: 2516.562744
	Iteration 25Q: 3 clusters Score -267135.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -267137.531250 Penalty: 2516.562744
	Iteration 26Q: 3 clusters Score -267137.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -267138.312500 Penalty: 2516.562744
	Iteration 27Q: 3 clusters Score -267138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -267138.093750 Penalty: 2516.562744
	Iteration 28Q: 3 clusters Score -267138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -267138.093750 Penalty: 2516.562744
	Iteration 29F: 3 clusters Score -267138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Entering Unmasked Estep 
Score: -6371259.500000 Penalty: 1758.288696
	Iteration 0F: 2 clusters Score -6371260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -6338809.000000 Penalty: 3516.577393
	Iteration 0F: 3 clusters Score -6338809 nChanged 23377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -6352146.000000 Penalty: 3516.577393
	Iteration 1F: 3 clusters Score -6352146 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -6352829.500000 Penalty: 3516.577393
	Iteration 2Q: 3 clusters Score -6352830 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -6353713.000000 Penalty: 3516.577393
	Iteration 3Q: 3 clusters Score -6353713 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -6354801.500000 Penalty: 3516.577393
	Iteration 4Q: 3 clusters Score -6354802 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -6356133.000000 Penalty: 3516.577393
	Iteration 5Q: 3 clusters Score -6356133 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -6357730.500000 Penalty: 3516.577393
	Iteration 6F: 3 clusters Score -6357730 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -6359473.500000 Penalty: 3516.577393
	Iteration 7F: 3 clusters Score -6359474 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -6361323.000000 Penalty: 3516.577393
	Iteration 8F: 3 clusters Score -6361323 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -6363132.000000 Penalty: 3516.577393
	Iteration 9F: 3 clusters Score -6363132 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -6364679.000000 Penalty: 3516.577393
	Iteration 10Q: 3 clusters Score -6364679 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -6365788.000000 Penalty: 3516.577393
	Iteration 11Q: 3 clusters Score -6365788 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -6366388.500000 Penalty: 3516.577393
	Iteration 12Q: 3 clusters Score -6366388 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -6366762.000000 Penalty: 3516.577393
	Iteration 13Q: 3 clusters Score -6366762 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -6367031.000000 Penalty: 3516.577393
	Iteration 14Q: 3 clusters Score -6367031 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -6367259.500000 Penalty: 3516.577393
	Iteration 15Q: 3 clusters Score -6367260 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -6367452.500000 Penalty: 3516.577393
	Iteration 16Q: 3 clusters Score -6367452 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -6367681.000000 Penalty: 3516.577393
	Iteration 17Q: 3 clusters Score -6367681 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -6367853.000000 Penalty: 3516.577393
	Iteration 18Q: 3 clusters Score -6367853 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -6368045.500000 Penalty: 3516.577393
	Iteration 19Q: 3 clusters Score -6368046 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -6368220.000000 Penalty: 3516.577393
	Iteration 20F: 3 clusters Score -6368220 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -6368407.500000 Penalty: 3516.577393
	Iteration 21Q: 3 clusters Score -6368408 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6368546.000000 Penalty: 3516.577393
	Iteration 22Q: 3 clusters Score -6368546 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -6368717.500000 Penalty: 3516.577393
	Iteration 23Q: 3 clusters Score -6368718 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6368878.000000 Penalty: 3516.577393
	Iteration 24Q: 3 clusters Score -6368878 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -6369053.500000 Penalty: 3516.577393
	Iteration 25Q: 3 clusters Score -6369054 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6369169.000000 Penalty: 3516.577393
	Iteration 26Q: 3 clusters Score -6369169 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -6369220.000000 Penalty: 3516.577393
	Iteration 27Q: 3 clusters Score -6369220 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6369300.500000 Penalty: 3516.577393
	Iteration 28Q: 3 clusters Score -6369300 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6369374.000000 Penalty: 3516.577393
	Iteration 29Q: 3 clusters Score -6369374 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6369432.000000 Penalty: 3516.577393
	Iteration 30Q: 3 clusters Score -6369432 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6369498.500000 Penalty: 3516.577393
	Iteration 31Q: 3 clusters Score -6369498 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6369552.500000 Penalty: 3516.577393
	Iteration 32Q: 3 clusters Score -6369552 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6369601.000000 Penalty: 3516.577393
	Iteration 33Q: 3 clusters Score -6369601 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6369634.500000 Penalty: 3516.577393
	Iteration 34Q: 3 clusters Score -6369634 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6369679.500000 Penalty: 3516.577393
	Iteration 35Q: 3 clusters Score -6369680 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6369717.500000 Penalty: 3516.577393
	Iteration 36Q: 3 clusters Score -6369718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6369740.000000 Penalty: 3516.577393
	Iteration 37Q: 3 clusters Score -6369740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6369772.500000 Penalty: 3516.577393
	Iteration 38Q: 3 clusters Score -6369772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6369785.000000 Penalty: 3516.577393
	Iteration 39Q: 3 clusters Score -6369785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6369806.500000 Penalty: 3516.577393
	Iteration 40F: 3 clusters Score -6369806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6369817.500000 Penalty: 3516.577393
	Iteration 41Q: 3 clusters Score -6369818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6369829.500000 Penalty: 3516.577393
	Iteration 42Q: 3 clusters Score -6369830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6369849.000000 Penalty: 3516.577393
	Iteration 43Q: 3 clusters Score -6369849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6369854.000000 Penalty: 3516.577393
	Iteration 44Q: 3 clusters Score -6369854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6369867.500000 Penalty: 3516.577393
	Iteration 45Q: 3 clusters Score -6369868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6369863.500000 Penalty: 3516.577393
	Iteration 46Q: 3 clusters Score -6369864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6369888.500000 Penalty: 3516.577393
	Iteration 47Q: 3 clusters Score -6369888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6369890.000000 Penalty: 3516.577393
	Iteration 48Q: 3 clusters Score -6369890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6369889.500000 Penalty: 3516.577393
	Iteration 49Q: 3 clusters Score -6369890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6369894.500000 Penalty: 3516.577393
	Iteration 50Q: 3 clusters Score -6369894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6369897.500000 Penalty: 3516.577393
	Iteration 51Q: 3 clusters Score -6369898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6369892.500000 Penalty: 3516.577393
	Iteration 52Q: 3 clusters Score -6369892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6369895.000000 Penalty: 3516.577393
	Iteration 53Q: 3 clusters Score -6369895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6369893.000000 Penalty: 3516.577393
	Iteration 54Q: 3 clusters Score -6369893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6369896.000000 Penalty: 3516.577393
	Iteration 55Q: 3 clusters Score -6369896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6369901.000000 Penalty: 3516.577393
	Iteration 56Q: 3 clusters Score -6369901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6369904.000000 Penalty: 3516.577393
	Iteration 57Q: 3 clusters Score -6369904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6369902.000000 Penalty: 3516.577393
	Iteration 58Q: 3 clusters Score -6369902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6369905.500000 Penalty: 3516.577393
	Iteration 59Q: 3 clusters Score -6369906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6369905.500000 Penalty: 3516.577393
	Iteration 60F: 3 clusters Score -6369906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6369906.500000 Penalty: 3516.577393
	Iteration 61Q: 3 clusters Score -6369906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6369902.500000 Penalty: 3516.577393
	Iteration 62Q: 3 clusters Score -6369902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6369906.000000 Penalty: 3516.577393
	Iteration 63Q: 3 clusters Score -6369906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6369905.500000 Penalty: 3516.577393
	Iteration 64Q: 3 clusters Score -6369906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6369905.500000 Penalty: 3516.577393
	Iteration 65F: 3 clusters Score -6369906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Entering Unmasked Estep 
Score: -399860.687500 Penalty: 1321.660278
	Iteration 0F: 2 clusters Score -399860.7 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 1689 members 
Entering Unmasked Estep 
Score: -396914.531250 Penalty: 2643.320557
	Iteration 0F: 3 clusters Score -396914.5 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -397720.812500 Penalty: 2643.320557
	Iteration 1F: 3 clusters Score -397720.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -397981.906250 Penalty: 2643.320557
	Iteration 2F: 3 clusters Score -397981.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -398193.812500 Penalty: 2643.320557
	Iteration 3F: 3 clusters Score -398193.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -398358.687500 Penalty: 2643.320557
	Iteration 4F: 3 clusters Score -398358.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -398520.781250 Penalty: 2643.320557
	Iteration 5Q: 3 clusters Score -398520.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -398676.343750 Penalty: 2643.320557
	Iteration 6Q: 3 clusters Score -398676.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -398856.062500 Penalty: 2643.320557
	Iteration 7Q: 3 clusters Score -398856.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -399024.187500 Penalty: 2643.320557
	Iteration 8Q: 3 clusters Score -399024.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -399181.625000 Penalty: 2643.320557
	Iteration 9Q: 3 clusters Score -399181.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -399294.593750 Penalty: 2643.320557
	Iteration 10Q: 3 clusters Score -399294.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -399359.125000 Penalty: 2643.320557
	Iteration 11Q: 3 clusters Score -399359.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -399390.125000 Penalty: 2643.320557
	Iteration 12Q: 3 clusters Score -399390.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -399417.937500 Penalty: 2643.320557
	Iteration 13Q: 3 clusters Score -399417.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -399443.531250 Penalty: 2643.320557
	Iteration 14Q: 3 clusters Score -399443.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -399460.250000 Penalty: 2643.320557
	Iteration 15Q: 3 clusters Score -399460.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -399475.687500 Penalty: 2643.320557
	Iteration 16Q: 3 clusters Score -399475.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -399486.812500 Penalty: 2643.320557
	Iteration 17Q: 3 clusters Score -399486.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -399497.375000 Penalty: 2643.320557
	Iteration 18Q: 3 clusters Score -399497.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -399505.062500 Penalty: 2643.320557
	Iteration 19Q: 3 clusters Score -399505.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -399514.375000 Penalty: 2643.320557
	Iteration 20F: 3 clusters Score -399514.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -399520.593750 Penalty: 2643.320557
	Iteration 21Q: 3 clusters Score -399520.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -399524.218750 Penalty: 2643.320557
	Iteration 22Q: 3 clusters Score -399524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -399527.062500 Penalty: 2643.320557
	Iteration 23Q: 3 clusters Score -399527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -399529.750000 Penalty: 2643.320557
	Iteration 24Q: 3 clusters Score -399529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -399530.437500 Penalty: 2643.320557
	Iteration 25Q: 3 clusters Score -399530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -399531.062500 Penalty: 2643.320557
	Iteration 26Q: 3 clusters Score -399531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -399532.656250 Penalty: 2643.320557
	Iteration 27Q: 3 clusters Score -399532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -399532.875000 Penalty: 2643.320557
	Iteration 28Q: 3 clusters Score -399532.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -399532.875000 Penalty: 2643.320557
	Iteration 29F: 3 clusters Score -399532.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -239911.281250 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -239911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -237735.343750 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -237735.3 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -238235.359375 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -238235.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -238377.140625 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -238377.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -238462.031250 Penalty: 2481.002441
	Iteration 3Q: 3 clusters Score -238462 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -238527.281250 Penalty: 2481.002441
	Iteration 4Q: 3 clusters Score -238527.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -238575.718750 Penalty: 2481.002441
	Iteration 5Q: 3 clusters Score -238575.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -238604.890625 Penalty: 2481.002441
	Iteration 6Q: 3 clusters Score -238604.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -238629.312500 Penalty: 2481.002441
	Iteration 7Q: 3 clusters Score -238629.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -238649.187500 Penalty: 2481.002441
	Iteration 8Q: 3 clusters Score -238649.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -238669.250000 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -238669.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -238689.984375 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -238690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -238710.000000 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -238710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -238720.187500 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -238720.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -238738.531250 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -238738.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -238759.343750 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -238759.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -238770.734375 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -238770.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -238785.609375 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -238785.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -238798.656250 Penalty: 2481.002441
	Iteration 17Q: 3 clusters Score -238798.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -238808.875000 Penalty: 2481.002441
	Iteration 18Q: 3 clusters Score -238808.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -238820.234375 Penalty: 2481.002441
	Iteration 19Q: 3 clusters Score -238820.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -238840.187500 Penalty: 2481.002441
	Iteration 20F: 3 clusters Score -238840.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -238858.140625 Penalty: 2481.002441
	Iteration 21Q: 3 clusters Score -238858.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -238872.343750 Penalty: 2481.002441
	Iteration 22Q: 3 clusters Score -238872.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -238883.984375 Penalty: 2481.002441
	Iteration 23Q: 3 clusters Score -238884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -238898.796875 Penalty: 2481.002441
	Iteration 24Q: 3 clusters Score -238898.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -238914.890625 Penalty: 2481.002441
	Iteration 25Q: 3 clusters Score -238914.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -238927.562500 Penalty: 2481.002441
	Iteration 26Q: 3 clusters Score -238927.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -238939.171875 Penalty: 2481.002441
	Iteration 27Q: 3 clusters Score -238939.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -238953.250000 Penalty: 2481.002441
	Iteration 28Q: 3 clusters Score -238953.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -238966.062500 Penalty: 2481.002441
	Iteration 29Q: 3 clusters Score -238966.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -238981.609375 Penalty: 2481.002441
	Iteration 30Q: 3 clusters Score -238981.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238991.078125 Penalty: 2481.002441
	Iteration 31Q: 3 clusters Score -238991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -238998.406250 Penalty: 2481.002441
	Iteration 32Q: 3 clusters Score -238998.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -239004.187500 Penalty: 2481.002441
	Iteration 33Q: 3 clusters Score -239004.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -239011.437500 Penalty: 2481.002441
	Iteration 34Q: 3 clusters Score -239011.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -239022.859375 Penalty: 2481.002441
	Iteration 35Q: 3 clusters Score -239022.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -239037.171875 Penalty: 2481.002441
	Iteration 36Q: 3 clusters Score -239037.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -239052.000000 Penalty: 2481.002441
	Iteration 37Q: 3 clusters Score -239052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -239064.406250 Penalty: 2481.002441
	Iteration 38Q: 3 clusters Score -239064.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -239072.515625 Penalty: 2481.002441
	Iteration 39Q: 3 clusters Score -239072.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -239081.968750 Penalty: 2481.002441
	Iteration 40F: 3 clusters Score -239082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -239088.921875 Penalty: 2481.002441
	Iteration 41Q: 3 clusters Score -239088.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -239100.390625 Penalty: 2481.002441
	Iteration 42Q: 3 clusters Score -239100.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -239109.125000 Penalty: 2481.002441
	Iteration 43Q: 3 clusters Score -239109.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -239118.125000 Penalty: 2481.002441
	Iteration 44Q: 3 clusters Score -239118.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -239127.640625 Penalty: 2481.002441
	Iteration 45Q: 3 clusters Score -239127.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -239132.375000 Penalty: 2481.002441
	Iteration 46Q: 3 clusters Score -239132.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -239136.531250 Penalty: 2481.002441
	Iteration 47Q: 3 clusters Score -239136.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -239138.296875 Penalty: 2481.002441
	Iteration 48Q: 3 clusters Score -239138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -239138.437500 Penalty: 2481.002441
	Iteration 49Q: 3 clusters Score -239138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -239139.109375 Penalty: 2481.002441
	Iteration 50Q: 3 clusters Score -239139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -239139.421875 Penalty: 2481.002441
	Iteration 51Q: 3 clusters Score -239139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -239139.421875 Penalty: 2481.002441
	Iteration 52F: 3 clusters Score -239139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -3988.741211 Penalty: 718.061584
	Iteration 0F: 2 clusters Score -3988.741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3521.172852 Penalty: 1436.123169
	Iteration 0F: 3 clusters Score -3521.173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3568.354980 Penalty: 1436.123169
	Iteration 1Q: 3 clusters Score -3568.355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3568.354980 Penalty: 1436.123169
	Iteration 2F: 3 clusters Score -3568.355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Entering Unmasked Estep 
Score: -1140144.625000 Penalty: 1487.814087
	Iteration 0F: 2 clusters Score -1140145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1133312.875000 Penalty: 2975.628174
	Iteration 0F: 3 clusters Score -1133313 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1135386.375000 Penalty: 2975.628174
	Iteration 1F: 3 clusters Score -1135386 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1135567.625000 Penalty: 2975.628174
	Iteration 2F: 3 clusters Score -1135568 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1135705.125000 Penalty: 2975.628174
	Iteration 3Q: 3 clusters Score -1135705 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1135833.250000 Penalty: 2975.628174
	Iteration 4Q: 3 clusters Score -1135833 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1135946.500000 Penalty: 2975.628174
	Iteration 5Q: 3 clusters Score -1135946 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1136043.250000 Penalty: 2975.628174
	Iteration 6Q: 3 clusters Score -1136043 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1136136.875000 Penalty: 2975.628174
	Iteration 7Q: 3 clusters Score -1136137 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1136218.375000 Penalty: 2975.628174
	Iteration 8Q: 3 clusters Score -1136218 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1136297.500000 Penalty: 2975.628174
	Iteration 9Q: 3 clusters Score -1136298 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1136395.500000 Penalty: 2975.628174
	Iteration 10Q: 3 clusters Score -1136396 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1136512.625000 Penalty: 2975.628174
	Iteration 11Q: 3 clusters Score -1136513 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1136649.875000 Penalty: 2975.628174
	Iteration 12Q: 3 clusters Score -1136650 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1136816.125000 Penalty: 2975.628174
	Iteration 13Q: 3 clusters Score -1136816 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1137006.625000 Penalty: 2975.628174
	Iteration 14Q: 3 clusters Score -1137007 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1137258.875000 Penalty: 2975.628174
	Iteration 15Q: 3 clusters Score -1137259 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1137539.125000 Penalty: 2975.628174
	Iteration 16Q: 3 clusters Score -1137539 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1137902.000000 Penalty: 2975.628174
	Iteration 17Q: 3 clusters Score -1137902 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1138280.750000 Penalty: 2975.628174
	Iteration 18Q: 3 clusters Score -1138281 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1138620.250000 Penalty: 2975.628174
	Iteration 19Q: 3 clusters Score -1138620 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1138785.500000 Penalty: 2975.628174
	Iteration 20F: 3 clusters Score -1138786 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1138872.250000 Penalty: 2975.628174
	Iteration 21Q: 3 clusters Score -1138872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1138902.750000 Penalty: 2975.628174
	Iteration 22Q: 3 clusters Score -1138903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1138923.750000 Penalty: 2975.628174
	Iteration 23Q: 3 clusters Score -1138924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1138935.625000 Penalty: 2975.628174
	Iteration 24Q: 3 clusters Score -1138936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1138938.750000 Penalty: 2975.628174
	Iteration 25Q: 3 clusters Score -1138939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1138945.125000 Penalty: 2975.628174
	Iteration 26Q: 3 clusters Score -1138945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1138947.250000 Penalty: 2975.628174
	Iteration 27Q: 3 clusters Score -1138947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1138949.500000 Penalty: 2975.628174
	Iteration 28Q: 3 clusters Score -1138950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1138949.750000 Penalty: 2975.628174
	Iteration 29Q: 3 clusters Score -1138950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1138948.125000 Penalty: 2975.628174
	Iteration 30Q: 3 clusters Score -1138948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1138949.750000 Penalty: 2975.628174
	Iteration 31Q: 3 clusters Score -1138950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1138950.125000 Penalty: 2975.628174
	Iteration 32Q: 3 clusters Score -1138950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1138948.625000 Penalty: 2975.628174
	Iteration 33Q: 3 clusters Score -1138949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1138950.375000 Penalty: 2975.628174
	Iteration 34Q: 3 clusters Score -1138950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1138951.000000 Penalty: 2975.628174
	Iteration 35Q: 3 clusters Score -1138951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1138950.125000 Penalty: 2975.628174
	Iteration 36Q: 3 clusters Score -1138950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1138950.125000 Penalty: 2975.628174
	Iteration 37F: 3 clusters Score -1138950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -20899.679688 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -20899.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20128.511719 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -20128.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20231.449219 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -20231.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20284.212891 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -20284.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20312.152344 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -20312.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20337.296875 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -20337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20362.474609 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -20362.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20362.474609 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -20362.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -33055.269531 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -33055.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32116.109375 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -32116.11 nChanged 76
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: -32291.654297 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -32291.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32334.214844 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -32334.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32386.832031 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -32386.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32421.935547 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -32421.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32455.953125 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -32455.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32496.890625 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -32496.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32532.326172 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -32532.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32604.318359 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -32604.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32640.253906 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -32640.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32661.220703 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -32661.22 nChanged 2
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: -32662.314453 Penalty: 1911.173340
	Iteration 11Q: 3 clusters Score -32662.31 nChanged 1
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: -32662.660156 Penalty: 1911.173340
	Iteration 12Q: 3 clusters Score -32662.66 nChanged 0
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: -32662.660156 Penalty: 1911.173340
	Iteration 13F: 3 clusters Score -32662.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (94542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94542 members 
Entering Unmasked Estep 
Score: -11830737.000000 Penalty: 1861.729980
	Iteration 0F: 2 clusters Score -1.183074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -11770129.000000 Penalty: 3723.459961
	Iteration 0F: 3 clusters Score -1.177013e+07 nChanged 45449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -11796848.000000 Penalty: 3723.459961
	Iteration 1F: 3 clusters Score -1.179685e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -11798003.000000 Penalty: 3723.459961
	Iteration 2Q: 3 clusters Score -1.1798e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -11800051.000000 Penalty: 3723.459961
	Iteration 3Q: 3 clusters Score -1.180005e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -11803241.000000 Penalty: 3723.459961
	Iteration 4F: 3 clusters Score -1.180324e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -11808097.000000 Penalty: 3723.459961
	Iteration 5F: 3 clusters Score -1.18081e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -11813880.000000 Penalty: 3723.459961
	Iteration 6F: 3 clusters Score -1.181388e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -11818281.000000 Penalty: 3723.459961
	Iteration 7F: 3 clusters Score -1.181828e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -11819997.000000 Penalty: 3723.459961
	Iteration 8F: 3 clusters Score -1.182e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -11820690.000000 Penalty: 3723.459961
	Iteration 9Q: 3 clusters Score -1.182069e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -11821196.000000 Penalty: 3723.459961
	Iteration 10Q: 3 clusters Score -1.18212e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -11821663.000000 Penalty: 3723.459961
	Iteration 11Q: 3 clusters Score -1.182166e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -11822050.000000 Penalty: 3723.459961
	Iteration 12Q: 3 clusters Score -1.182205e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -11822338.000000 Penalty: 3723.459961
	Iteration 13Q: 3 clusters Score -1.182234e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -11822497.000000 Penalty: 3723.459961
	Iteration 14Q: 3 clusters Score -1.18225e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -11822623.000000 Penalty: 3723.459961
	Iteration 15Q: 3 clusters Score -1.182262e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -11822671.000000 Penalty: 3723.459961
	Iteration 16Q: 3 clusters Score -1.182267e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -11822700.000000 Penalty: 3723.459961
	Iteration 17Q: 3 clusters Score -1.18227e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -11822675.000000 Penalty: 3723.459961
	Iteration 18Q: 3 clusters Score -1.182268e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -11822705.000000 Penalty: 3723.459961
	Iteration 19Q: 3 clusters Score -1.18227e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -11822639.000000 Penalty: 3723.459961
	Iteration 20F: 3 clusters Score -1.182264e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -11822579.000000 Penalty: 3723.459961
	Iteration 21Q: 3 clusters Score -1.182258e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -11822608.000000 Penalty: 3723.459961
	Iteration 22Q: 3 clusters Score -1.182261e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -11822567.000000 Penalty: 3723.459961
	Iteration 23Q: 3 clusters Score -1.182257e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -11822553.000000 Penalty: 3723.459961
	Iteration 24Q: 3 clusters Score -1.182255e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -11822516.000000 Penalty: 3723.459961
	Iteration 25Q: 3 clusters Score -1.182252e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -11822460.000000 Penalty: 3723.459961
	Iteration 26Q: 3 clusters Score -1.182246e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -11822486.000000 Penalty: 3723.459961
	Iteration 27Q: 3 clusters Score -1.182249e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -11822478.000000 Penalty: 3723.459961
	Iteration 28Q: 3 clusters Score -1.182248e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -11822441.000000 Penalty: 3723.459961
	Iteration 29Q: 3 clusters Score -1.182244e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -11822439.000000 Penalty: 3723.459961
	Iteration 30Q: 3 clusters Score -1.182244e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -11822406.000000 Penalty: 3723.459961
	Iteration 31Q: 3 clusters Score -1.182241e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -11822380.000000 Penalty: 3723.459961
	Iteration 32Q: 3 clusters Score -1.182238e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -11822366.000000 Penalty: 3723.459961
	Iteration 33Q: 3 clusters Score -1.182237e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -11822369.000000 Penalty: 3723.459961
	Iteration 34Q: 3 clusters Score -1.182237e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -11822343.000000 Penalty: 3723.459961
	Iteration 35Q: 3 clusters Score -1.182234e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -11822300.000000 Penalty: 3723.459961
	Iteration 36Q: 3 clusters Score -1.18223e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -11822270.000000 Penalty: 3723.459961
	Iteration 37Q: 3 clusters Score -1.182227e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -11822250.000000 Penalty: 3723.459961
	Iteration 38Q: 3 clusters Score -1.182225e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -11822234.000000 Penalty: 3723.459961
	Iteration 39Q: 3 clusters Score -1.182223e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -11822226.000000 Penalty: 3723.459961
	Iteration 40F: 3 clusters Score -1.182223e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -11822210.000000 Penalty: 3723.459961
	Iteration 41Q: 3 clusters Score -1.182221e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -11822172.000000 Penalty: 3723.459961
	Iteration 42Q: 3 clusters Score -1.182217e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -11822122.000000 Penalty: 3723.459961
	Iteration 43Q: 3 clusters Score -1.182212e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -11822103.000000 Penalty: 3723.459961
	Iteration 44Q: 3 clusters Score -1.18221e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -11822057.000000 Penalty: 3723.459961
	Iteration 45Q: 3 clusters Score -1.182206e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -11822034.000000 Penalty: 3723.459961
	Iteration 46Q: 3 clusters Score -1.182203e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -11822003.000000 Penalty: 3723.459961
	Iteration 47Q: 3 clusters Score -1.1822e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -11821948.000000 Penalty: 3723.459961
	Iteration 48Q: 3 clusters Score -1.182195e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -11821903.000000 Penalty: 3723.459961
	Iteration 49Q: 3 clusters Score -1.18219e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -11821901.000000 Penalty: 3723.459961
	Iteration 50Q: 3 clusters Score -1.18219e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -11821863.000000 Penalty: 3723.459961
	Iteration 51Q: 3 clusters Score -1.182186e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -11821796.000000 Penalty: 3723.459961
	Iteration 52Q: 3 clusters Score -1.18218e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -11821763.000000 Penalty: 3723.459961
	Iteration 53Q: 3 clusters Score -1.182176e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -11821669.000000 Penalty: 3723.459961
	Iteration 54Q: 3 clusters Score -1.182167e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -11821618.000000 Penalty: 3723.459961
	Iteration 55Q: 3 clusters Score -1.182162e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -11821549.000000 Penalty: 3723.459961
	Iteration 56Q: 3 clusters Score -1.182155e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -11821448.000000 Penalty: 3723.459961
	Iteration 57Q: 3 clusters Score -1.182145e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -11821363.000000 Penalty: 3723.459961
	Iteration 58Q: 3 clusters Score -1.182136e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -11821319.000000 Penalty: 3723.459961
	Iteration 59Q: 3 clusters Score -1.182132e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -11821260.000000 Penalty: 3723.459961
	Iteration 60F: 3 clusters Score -1.182126e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -11821203.000000 Penalty: 3723.459961
	Iteration 61Q: 3 clusters Score -1.18212e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -11821114.000000 Penalty: 3723.459961
	Iteration 62Q: 3 clusters Score -1.182111e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -11821052.000000 Penalty: 3723.459961
	Iteration 63Q: 3 clusters Score -1.182105e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -11820958.000000 Penalty: 3723.459961
	Iteration 64Q: 3 clusters Score -1.182096e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -11820913.000000 Penalty: 3723.459961
	Iteration 65Q: 3 clusters Score -1.182091e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -11820773.000000 Penalty: 3723.459961
	Iteration 66Q: 3 clusters Score -1.182077e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -11820657.000000 Penalty: 3723.459961
	Iteration 67Q: 3 clusters Score -1.182066e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -11820675.000000 Penalty: 3723.459961
	Iteration 68Q: 3 clusters Score -1.182068e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -11820664.000000 Penalty: 3723.459961
	Iteration 69Q: 3 clusters Score -1.182066e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -11820675.000000 Penalty: 3723.459961
	Iteration 70Q: 3 clusters Score -1.182068e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -11820667.000000 Penalty: 3723.459961
	Iteration 71Q: 3 clusters Score -1.182067e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -11820641.000000 Penalty: 3723.459961
	Iteration 72Q: 3 clusters Score -1.182064e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -11820807.000000 Penalty: 3723.459961
	Iteration 73Q: 3 clusters Score -1.182081e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -11820997.000000 Penalty: 3723.459961
	Iteration 74Q: 3 clusters Score -1.1821e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -11821229.000000 Penalty: 3723.459961
	Iteration 75Q: 3 clusters Score -1.182123e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74658 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -11821497.000000 Penalty: 3723.459961
	Iteration 76Q: 3 clusters Score -1.18215e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76288 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -11821862.000000 Penalty: 3723.459961
	Iteration 77Q: 3 clusters Score -1.182186e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -11822321.000000 Penalty: 3723.459961
	Iteration 78Q: 3 clusters Score -1.182232e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -11822785.000000 Penalty: 3723.459961
	Iteration 79Q: 3 clusters Score -1.182278e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -11823297.000000 Penalty: 3723.459961
	Iteration 80F: 3 clusters Score -1.18233e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -11824584.000000 Penalty: 3723.459961
	Iteration 81Q: 3 clusters Score -1.182458e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -11825616.000000 Penalty: 3723.459961
	Iteration 82Q: 3 clusters Score -1.182562e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -11826726.000000 Penalty: 3723.459961
	Iteration 83Q: 3 clusters Score -1.182673e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -11827547.000000 Penalty: 3723.459961
	Iteration 84Q: 3 clusters Score -1.182755e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -11828202.000000 Penalty: 3723.459961
	Iteration 85Q: 3 clusters Score -1.18282e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -11828715.000000 Penalty: 3723.459961
	Iteration 86Q: 3 clusters Score -1.182872e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -11829010.000000 Penalty: 3723.459961
	Iteration 87Q: 3 clusters Score -1.182901e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -11829181.000000 Penalty: 3723.459961
	Iteration 88Q: 3 clusters Score -1.182918e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -11829308.000000 Penalty: 3723.459961
	Iteration 89Q: 3 clusters Score -1.182931e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93024 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11829342.000000 Penalty: 3723.459961
	Iteration 90Q: 3 clusters Score -1.182934e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11829391.000000 Penalty: 3723.459961
	Iteration 91Q: 3 clusters Score -1.182939e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11829402.000000 Penalty: 3723.459961
	Iteration 92Q: 3 clusters Score -1.18294e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11829401.000000 Penalty: 3723.459961
	Iteration 93Q: 3 clusters Score -1.18294e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11829428.000000 Penalty: 3723.459961
	Iteration 94Q: 3 clusters Score -1.182943e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11829390.000000 Penalty: 3723.459961
	Iteration 95Q: 3 clusters Score -1.182939e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11829399.000000 Penalty: 3723.459961
	Iteration 96Q: 3 clusters Score -1.18294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11829396.000000 Penalty: 3723.459961
	Iteration 97Q: 3 clusters Score -1.18294e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11829387.000000 Penalty: 3723.459961
	Iteration 98Q: 3 clusters Score -1.182939e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11829394.000000 Penalty: 3723.459961
	Iteration 99Q: 3 clusters Score -1.182939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -11829402.000000 Penalty: 3723.459961
	Iteration 100F: 3 clusters Score -1.18294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11829396.000000 Penalty: 3723.459961
	Iteration 101Q: 3 clusters Score -1.18294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11829392.000000 Penalty: 3723.459961
	Iteration 102Q: 3 clusters Score -1.182939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11829389.000000 Penalty: 3723.459961
	Iteration 103Q: 3 clusters Score -1.182939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11829389.000000 Penalty: 3723.459961
	Iteration 104Q: 3 clusters Score -1.182939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11829385.000000 Penalty: 3723.459961
	Iteration 105Q: 3 clusters Score -1.182938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11829390.000000 Penalty: 3723.459961
	Iteration 106Q: 3 clusters Score -1.182939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11829370.000000 Penalty: 3723.459961
	Iteration 107Q: 3 clusters Score -1.182937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11829373.000000 Penalty: 3723.459961
	Iteration 108Q: 3 clusters Score -1.182937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -11829379.000000 Penalty: 3723.459961
	Iteration 109Q: 3 clusters Score -1.182938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94143 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11829388.000000 Penalty: 3723.459961
	Iteration 110Q: 3 clusters Score -1.182939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11829387.000000 Penalty: 3723.459961
	Iteration 111Q: 3 clusters Score -1.182939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11829384.000000 Penalty: 3723.459961
	Iteration 112Q: 3 clusters Score -1.182938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94153 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11829392.000000 Penalty: 3723.459961
	Iteration 113Q: 3 clusters Score -1.182939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11829391.000000 Penalty: 3723.459961
	Iteration 114Q: 3 clusters Score -1.182939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -11829396.000000 Penalty: 3723.459961
	Iteration 115Q: 3 clusters Score -1.18294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11829402.000000 Penalty: 3723.459961
	Iteration 116Q: 3 clusters Score -1.18294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11829391.000000 Penalty: 3723.459961
	Iteration 117Q: 3 clusters Score -1.182939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11829391.000000 Penalty: 3723.459961
	Iteration 118F: 3 clusters Score -1.182939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (47331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Entering Unmasked Estep 
Score: -5840066.000000 Penalty: 1749.299683
	Iteration 0F: 2 clusters Score -5840066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -5808494.000000 Penalty: 3498.599365
	Iteration 0F: 3 clusters Score -5808494 nChanged 21970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -5820702.500000 Penalty: 3498.599365
	Iteration 1F: 3 clusters Score -5820702 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -5821090.500000 Penalty: 3498.599365
	Iteration 2Q: 3 clusters Score -5821090 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -5821593.500000 Penalty: 3498.599365
	Iteration 3Q: 3 clusters Score -5821594 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5822141.000000 Penalty: 3498.599365
	Iteration 4Q: 3 clusters Score -5822141 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -5822879.000000 Penalty: 3498.599365
	Iteration 5Q: 3 clusters Score -5822879 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -5824116.000000 Penalty: 3498.599365
	Iteration 6Q: 3 clusters Score -5824116 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5826029.000000 Penalty: 3498.599365
	Iteration 7F: 3 clusters Score -5826029 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -5828633.000000 Penalty: 3498.599365
	Iteration 8F: 3 clusters Score -5828633 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -5831747.000000 Penalty: 3498.599365
	Iteration 9F: 3 clusters Score -5831747 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -5834645.500000 Penalty: 3498.599365
	Iteration 10F: 3 clusters Score -5834646 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5836501.000000 Penalty: 3498.599365
	Iteration 11Q: 3 clusters Score -5836501 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5837446.000000 Penalty: 3498.599365
	Iteration 12Q: 3 clusters Score -5837446 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5837938.500000 Penalty: 3498.599365
	Iteration 13Q: 3 clusters Score -5837938 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5838175.000000 Penalty: 3498.599365
	Iteration 14Q: 3 clusters Score -5838175 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5838316.000000 Penalty: 3498.599365
	Iteration 15Q: 3 clusters Score -5838316 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5838432.000000 Penalty: 3498.599365
	Iteration 16Q: 3 clusters Score -5838432 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5838521.000000 Penalty: 3498.599365
	Iteration 17Q: 3 clusters Score -5838521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5838547.000000 Penalty: 3498.599365
	Iteration 18Q: 3 clusters Score -5838547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5838577.000000 Penalty: 3498.599365
	Iteration 19Q: 3 clusters Score -5838577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5838594.000000 Penalty: 3498.599365
	Iteration 20F: 3 clusters Score -5838594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5838590.000000 Penalty: 3498.599365
	Iteration 21Q: 3 clusters Score -5838590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5838601.000000 Penalty: 3498.599365
	Iteration 22Q: 3 clusters Score -5838601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5838603.500000 Penalty: 3498.599365
	Iteration 23Q: 3 clusters Score -5838604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5838609.000000 Penalty: 3498.599365
	Iteration 24Q: 3 clusters Score -5838609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5838611.500000 Penalty: 3498.599365
	Iteration 25Q: 3 clusters Score -5838612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5838615.000000 Penalty: 3498.599365
	Iteration 26Q: 3 clusters Score -5838615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5838622.500000 Penalty: 3498.599365
	Iteration 27Q: 3 clusters Score -5838622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5838624.000000 Penalty: 3498.599365
	Iteration 28Q: 3 clusters Score -5838624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5838628.500000 Penalty: 3498.599365
	Iteration 29Q: 3 clusters Score -5838628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5838634.500000 Penalty: 3498.599365
	Iteration 30Q: 3 clusters Score -5838634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5838636.500000 Penalty: 3498.599365
	Iteration 31Q: 3 clusters Score -5838636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5838644.000000 Penalty: 3498.599365
	Iteration 32Q: 3 clusters Score -5838644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5838637.500000 Penalty: 3498.599365
	Iteration 33Q: 3 clusters Score -5838638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5838640.000000 Penalty: 3498.599365
	Iteration 34Q: 3 clusters Score -5838640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5838643.500000 Penalty: 3498.599365
	Iteration 35Q: 3 clusters Score -5838644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5838642.500000 Penalty: 3498.599365
	Iteration 36Q: 3 clusters Score -5838642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5838644.000000 Penalty: 3498.599365
	Iteration 37Q: 3 clusters Score -5838644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5838642.500000 Penalty: 3498.599365
	Iteration 38Q: 3 clusters Score -5838642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5838642.500000 Penalty: 3498.599365
	Iteration 39F: 3 clusters Score -5838642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -168862.593750 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -168862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -167104.265625 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -167104.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -167686.812500 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -167686.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -168035.281250 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -168035.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -168319.718750 Penalty: 2378.740723
	Iteration 3F: 3 clusters Score -168319.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -168509.453125 Penalty: 2378.740723
	Iteration 4F: 3 clusters Score -168509.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -168605.187500 Penalty: 2378.740723
	Iteration 5Q: 3 clusters Score -168605.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -168671.750000 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -168671.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -168728.875000 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -168728.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -168769.390625 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -168769.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -168788.187500 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -168788.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -168794.484375 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -168794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -168796.703125 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -168796.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -168797.375000 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -168797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -168797.375000 Penalty: 2378.740723
	Iteration 13F: 3 clusters Score -168797.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -10930.336914 Penalty: 837.409912
	Iteration 0F: 2 clusters Score -10930.34 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 90 members 
Entering Unmasked Estep 
Score: -10436.590820 Penalty: 1674.819824
	Iteration 0F: 3 clusters Score -10436.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10660.770508 Penalty: 1674.819824
	Iteration 1F: 3 clusters Score -10660.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10724.469727 Penalty: 1674.819824
	Iteration 2F: 3 clusters Score -10724.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10738.548828 Penalty: 1674.819824
	Iteration 3Q: 3 clusters Score -10738.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10825.205078 Penalty: 1674.819824
	Iteration 4Q: 3 clusters Score -10825.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10829.307617 Penalty: 1674.819824
	Iteration 5Q: 3 clusters Score -10829.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10829.307617 Penalty: 1674.819824
	Iteration 6F: 3 clusters Score -10829.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 31442 members 
Mstep: Class 3 contains 97277 members 
Mstep: Class 4 contains 96215 members 
Mstep: Class 5 contains 88223 members 
Mstep: Class 6 contains 3563 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10933 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 23973 members 
Mstep: Class 13 contains 50149 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6033 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 84375 members 
Mstep: Class 20 contains 91046 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9756 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 7165 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 50023 members 
Mstep: Class 30 contains 3406 members 
Mstep: Class 31 contains 2067 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9469 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94542 members 
Mstep: Class 37 contains 47331 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236896.000000 Penalty: 84243.031250
Iteration 439Q: 39 clusters Score -1.022369e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 31450 members 
Mstep: Class 3 contains 97253 members 
Mstep: Class 4 contains 96240 members 
Mstep: Class 5 contains 88223 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10932 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2197 members 
Mstep: Class 12 contains 23926 members 
Mstep: Class 13 contains 50126 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6040 members 
Mstep: Class 18 contains 7710 members 
Mstep: Class 19 contains 84441 members 
Mstep: Class 20 contains 91298 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9745 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 7149 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 49977 members 
Mstep: Class 30 contains 3405 members 
Mstep: Class 31 contains 2067 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9465 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94563 members 
Mstep: Class 37 contains 47137 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236432.000000 Penalty: 84243.031250
Iteration 440F: 39 clusters Score -1.022364e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 31460 members 
Mstep: Class 3 contains 97214 members 
Mstep: Class 4 contains 96231 members 
Mstep: Class 5 contains 88234 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10934 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 23873 members 
Mstep: Class 13 contains 50093 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 7707 members 
Mstep: Class 19 contains 84509 members 
Mstep: Class 20 contains 91573 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9739 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 7137 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 49957 members 
Mstep: Class 30 contains 3405 members 
Mstep: Class 31 contains 2066 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9459 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94567 members 
Mstep: Class 37 contains 46940 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236368.000000 Penalty: 84243.031250
Iteration 441Q: 39 clusters Score -1.022364e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 31455 members 
Mstep: Class 3 contains 97163 members 
Mstep: Class 4 contains 96238 members 
Mstep: Class 5 contains 88266 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10938 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 23805 members 
Mstep: Class 13 contains 50073 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 7699 members 
Mstep: Class 19 contains 84597 members 
Mstep: Class 20 contains 91835 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9732 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 7124 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 49911 members 
Mstep: Class 30 contains 3405 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9452 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94590 members 
Mstep: Class 37 contains 46743 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236448.000000 Penalty: 84243.031250
Iteration 442Q: 39 clusters Score -1.022364e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 31445 members 
Mstep: Class 3 contains 97151 members 
Mstep: Class 4 contains 96248 members 
Mstep: Class 5 contains 88246 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10947 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 23736 members 
Mstep: Class 13 contains 50060 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6097 members 
Mstep: Class 18 contains 7694 members 
Mstep: Class 19 contains 84686 members 
Mstep: Class 20 contains 92102 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9724 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1735 members 
Mstep: Class 25 contains 7111 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 49872 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9449 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94585 members 
Mstep: Class 37 contains 46557 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236456.000000 Penalty: 84243.031250
Iteration 443Q: 39 clusters Score -1.022365e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 31430 members 
Mstep: Class 3 contains 97138 members 
Mstep: Class 4 contains 96276 members 
Mstep: Class 5 contains 88202 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10954 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 23676 members 
Mstep: Class 13 contains 50038 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 7693 members 
Mstep: Class 19 contains 84777 members 
Mstep: Class 20 contains 92386 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9723 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1736 members 
Mstep: Class 25 contains 7102 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 49844 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 2066 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9447 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94585 members 
Mstep: Class 37 contains 46333 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236504.000000 Penalty: 84243.031250
Iteration 444Q: 39 clusters Score -1.022365e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 31435 members 
Mstep: Class 3 contains 97094 members 
Mstep: Class 4 contains 96322 members 
Mstep: Class 5 contains 88136 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10960 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 23633 members 
Mstep: Class 13 contains 50026 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 7695 members 
Mstep: Class 19 contains 84860 members 
Mstep: Class 20 contains 92678 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1735 members 
Mstep: Class 25 contains 7084 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 49814 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9440 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94577 members 
Mstep: Class 37 contains 46127 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236472.000000 Penalty: 84243.031250
Iteration 445Q: 39 clusters Score -1.022365e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 31445 members 
Mstep: Class 3 contains 97056 members 
Mstep: Class 4 contains 96360 members 
Mstep: Class 5 contains 88095 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10970 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 23597 members 
Mstep: Class 13 contains 50023 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6117 members 
Mstep: Class 18 contains 7692 members 
Mstep: Class 19 contains 84941 members 
Mstep: Class 20 contains 92968 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9711 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7076 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 49780 members 
Mstep: Class 30 contains 3406 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9433 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94571 members 
Mstep: Class 37 contains 45893 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236648.000000 Penalty: 84243.031250
Iteration 446Q: 39 clusters Score -1.022366e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 31426 members 
Mstep: Class 3 contains 97002 members 
Mstep: Class 4 contains 96432 members 
Mstep: Class 5 contains 88035 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10976 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 23562 members 
Mstep: Class 13 contains 50015 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 7693 members 
Mstep: Class 19 contains 85010 members 
Mstep: Class 20 contains 93265 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 7066 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 49750 members 
Mstep: Class 30 contains 3406 members 
Mstep: Class 31 contains 2066 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9425 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94567 members 
Mstep: Class 37 contains 45687 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236768.000000 Penalty: 84243.031250
Iteration 447Q: 39 clusters Score -1.022368e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 31406 members 
Mstep: Class 3 contains 96934 members 
Mstep: Class 4 contains 96518 members 
Mstep: Class 5 contains 87967 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10982 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 23529 members 
Mstep: Class 13 contains 50013 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 7691 members 
Mstep: Class 19 contains 85075 members 
Mstep: Class 20 contains 93582 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 7054 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 49720 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 2064 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9420 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94549 members 
Mstep: Class 37 contains 45479 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236808.000000 Penalty: 84243.031250
Iteration 448Q: 39 clusters Score -1.022368e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 31396 members 
Mstep: Class 3 contains 96867 members 
Mstep: Class 4 contains 96594 members 
Mstep: Class 5 contains 87876 members 
Mstep: Class 6 contains 3569 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 10991 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 23516 members 
Mstep: Class 13 contains 50005 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 7691 members 
Mstep: Class 19 contains 85134 members 
Mstep: Class 20 contains 93909 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9701 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 7040 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 49688 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 2063 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9408 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94543 members 
Mstep: Class 37 contains 45262 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236904.000000 Penalty: 84243.031250
Iteration 449Q: 39 clusters Score -1.022369e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 31374 members 
Mstep: Class 3 contains 96767 members 
Mstep: Class 4 contains 96663 members 
Mstep: Class 5 contains 87818 members 
Mstep: Class 6 contains 3569 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11005 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 23503 members 
Mstep: Class 13 contains 49998 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 85214 members 
Mstep: Class 20 contains 94229 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9696 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 7027 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 49650 members 
Mstep: Class 30 contains 3402 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9399 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94545 members 
Mstep: Class 37 contains 45056 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236680.000000 Penalty: 84243.031250
Iteration 450Q: 39 clusters Score -1.022367e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 31361 members 
Mstep: Class 3 contains 96700 members 
Mstep: Class 4 contains 96687 members 
Mstep: Class 5 contains 87780 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 23492 members 
Mstep: Class 13 contains 49978 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 85320 members 
Mstep: Class 20 contains 94513 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9687 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 7018 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 49608 members 
Mstep: Class 30 contains 3402 members 
Mstep: Class 31 contains 2061 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9394 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94558 members 
Mstep: Class 37 contains 44829 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236544.000000 Penalty: 84243.031250
Iteration 451Q: 39 clusters Score -1.022365e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 31349 members 
Mstep: Class 3 contains 96623 members 
Mstep: Class 4 contains 96744 members 
Mstep: Class 5 contains 87759 members 
Mstep: Class 6 contains 3580 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11029 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 23484 members 
Mstep: Class 13 contains 49955 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6109 members 
Mstep: Class 18 contains 7689 members 
Mstep: Class 19 contains 85410 members 
Mstep: Class 20 contains 94792 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9684 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 7010 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 49567 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 2061 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9391 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94575 members 
Mstep: Class 37 contains 44584 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236480.000000 Penalty: 84243.031250
Iteration 452Q: 39 clusters Score -1.022365e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 31330 members 
Mstep: Class 3 contains 96528 members 
Mstep: Class 4 contains 96823 members 
Mstep: Class 5 contains 87700 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11039 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 23476 members 
Mstep: Class 13 contains 49941 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 7688 members 
Mstep: Class 19 contains 85473 members 
Mstep: Class 20 contains 95084 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9685 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 6995 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 49530 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 2061 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9389 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94578 members 
Mstep: Class 37 contains 44373 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236680.000000 Penalty: 84243.031250
Iteration 453Q: 39 clusters Score -1.022367e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 31320 members 
Mstep: Class 3 contains 96418 members 
Mstep: Class 4 contains 96893 members 
Mstep: Class 5 contains 87632 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11041 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 23476 members 
Mstep: Class 13 contains 49924 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 7687 members 
Mstep: Class 19 contains 85554 members 
Mstep: Class 20 contains 95370 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9683 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 49493 members 
Mstep: Class 30 contains 3405 members 
Mstep: Class 31 contains 2060 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9387 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94593 members 
Mstep: Class 37 contains 44159 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236840.000000 Penalty: 84243.031250
Iteration 454Q: 39 clusters Score -1.022368e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 31296 members 
Mstep: Class 3 contains 96306 members 
Mstep: Class 4 contains 96956 members 
Mstep: Class 5 contains 87559 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11042 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 23473 members 
Mstep: Class 13 contains 49911 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 7687 members 
Mstep: Class 19 contains 85660 members 
Mstep: Class 20 contains 95663 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9687 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 6969 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 49457 members 
Mstep: Class 30 contains 3409 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9383 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94608 members 
Mstep: Class 37 contains 43949 members 
Mstep: Class 38 contains 1506 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236712.000000 Penalty: 84243.031250
Iteration 455Q: 39 clusters Score -1.022367e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 31278 members 
Mstep: Class 3 contains 96202 members 
Mstep: Class 4 contains 97014 members 
Mstep: Class 5 contains 87501 members 
Mstep: Class 6 contains 3585 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11042 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 23461 members 
Mstep: Class 13 contains 49899 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6135 members 
Mstep: Class 18 contains 7686 members 
Mstep: Class 19 contains 85788 members 
Mstep: Class 20 contains 95922 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9683 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 6957 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 49429 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9378 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94606 members 
Mstep: Class 37 contains 43758 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236576.000000 Penalty: 84243.031250
Iteration 456Q: 39 clusters Score -1.022366e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 31266 members 
Mstep: Class 3 contains 96106 members 
Mstep: Class 4 contains 97048 members 
Mstep: Class 5 contains 87407 members 
Mstep: Class 6 contains 3585 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11042 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 23452 members 
Mstep: Class 13 contains 49875 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 7681 members 
Mstep: Class 19 contains 85924 members 
Mstep: Class 20 contains 96211 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9688 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 6946 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2303 members 
Mstep: Class 29 contains 49400 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 2058 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9370 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94626 members 
Mstep: Class 37 contains 43575 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236520.000000 Penalty: 84243.031250
Iteration 457Q: 39 clusters Score -1.022365e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 31245 members 
Mstep: Class 3 contains 95969 members 
Mstep: Class 4 contains 97067 members 
Mstep: Class 5 contains 87323 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11043 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 23444 members 
Mstep: Class 13 contains 49853 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6135 members 
Mstep: Class 18 contains 7681 members 
Mstep: Class 19 contains 86071 members 
Mstep: Class 20 contains 96547 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9686 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1732 members 
Mstep: Class 25 contains 6933 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 49369 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 2056 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9362 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94626 members 
Mstep: Class 37 contains 43393 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236136.000000 Penalty: 84243.031250
Iteration 458Q: 39 clusters Score -1.022361e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 31230 members 
Mstep: Class 3 contains 95850 members 
Mstep: Class 4 contains 97082 members 
Mstep: Class 5 contains 87256 members 
Mstep: Class 6 contains 3585 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11050 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 23432 members 
Mstep: Class 13 contains 49831 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 86201 members 
Mstep: Class 20 contains 96875 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9682 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6925 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2302 members 
Mstep: Class 29 contains 49349 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 2056 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9351 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94620 members 
Mstep: Class 37 contains 43220 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236320.000000 Penalty: 84243.031250
Iteration 459Q: 39 clusters Score -1.022363e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 31224 members 
Mstep: Class 3 contains 95710 members 
Mstep: Class 4 contains 97070 members 
Mstep: Class 5 contains 87182 members 
Mstep: Class 6 contains 3585 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11062 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 23424 members 
Mstep: Class 13 contains 49811 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 86338 members 
Mstep: Class 20 contains 97190 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 6924 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2302 members 
Mstep: Class 29 contains 49317 members 
Mstep: Class 30 contains 3403 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9340 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94624 members 
Mstep: Class 37 contains 43069 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236328.000000 Penalty: 84243.031250
Iteration 460F: 39 clusters Score -1.022363e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 31212 members 
Mstep: Class 3 contains 95536 members 
Mstep: Class 4 contains 97084 members 
Mstep: Class 5 contains 87141 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11075 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 23411 members 
Mstep: Class 13 contains 49782 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6111 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 86475 members 
Mstep: Class 20 contains 97466 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9677 members 
Mstep: Class 23 contains 1574 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 6920 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2301 members 
Mstep: Class 29 contains 49286 members 
Mstep: Class 30 contains 3407 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9334 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94645 members 
Mstep: Class 37 contains 42917 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236408.000000 Penalty: 84243.031250
Iteration 461Q: 39 clusters Score -1.022364e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 31203 members 
Mstep: Class 3 contains 95369 members 
Mstep: Class 4 contains 97092 members 
Mstep: Class 5 contains 87102 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11084 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 23399 members 
Mstep: Class 13 contains 49763 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 7683 members 
Mstep: Class 19 contains 86608 members 
Mstep: Class 20 contains 97738 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9671 members 
Mstep: Class 23 contains 1574 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 6917 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2301 members 
Mstep: Class 29 contains 49259 members 
Mstep: Class 30 contains 3409 members 
Mstep: Class 31 contains 2056 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9324 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94661 members 
Mstep: Class 37 contains 42777 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236280.000000 Penalty: 84243.031250
Iteration 462Q: 39 clusters Score -1.022363e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 31203 members 
Mstep: Class 3 contains 95202 members 
Mstep: Class 4 contains 97106 members 
Mstep: Class 5 contains 87072 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11096 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 23382 members 
Mstep: Class 13 contains 49751 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6101 members 
Mstep: Class 18 contains 7683 members 
Mstep: Class 19 contains 86762 members 
Mstep: Class 20 contains 97959 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9668 members 
Mstep: Class 23 contains 1574 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6915 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2300 members 
Mstep: Class 29 contains 49219 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 2056 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9320 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94688 members 
Mstep: Class 37 contains 42636 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235872.000000 Penalty: 84243.031250
Iteration 463Q: 39 clusters Score -1.022359e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 31196 members 
Mstep: Class 3 contains 95111 members 
Mstep: Class 4 contains 97110 members 
Mstep: Class 5 contains 87013 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11111 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 23371 members 
Mstep: Class 13 contains 49751 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 86908 members 
Mstep: Class 20 contains 98189 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9662 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2299 members 
Mstep: Class 29 contains 49177 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9314 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94702 members 
Mstep: Class 37 contains 42476 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235968.000000 Penalty: 84243.031250
Iteration 464Q: 39 clusters Score -1.02236e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 31201 members 
Mstep: Class 3 contains 95001 members 
Mstep: Class 4 contains 97117 members 
Mstep: Class 5 contains 86926 members 
Mstep: Class 6 contains 3592 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11123 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 23358 members 
Mstep: Class 13 contains 49742 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 87037 members 
Mstep: Class 20 contains 98441 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9663 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2298 members 
Mstep: Class 29 contains 49128 members 
Mstep: Class 30 contains 3405 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9306 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94729 members 
Mstep: Class 37 contains 42342 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236184.000000 Penalty: 84243.031250
Iteration 465Q: 39 clusters Score -1.022362e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 31204 members 
Mstep: Class 3 contains 94910 members 
Mstep: Class 4 contains 97110 members 
Mstep: Class 5 contains 86844 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11138 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 23344 members 
Mstep: Class 13 contains 49730 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6052 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 87130 members 
Mstep: Class 20 contains 98724 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9658 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 6906 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2297 members 
Mstep: Class 29 contains 49082 members 
Mstep: Class 30 contains 3407 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9305 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94743 members 
Mstep: Class 37 contains 42216 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236176.000000 Penalty: 84243.031250
Iteration 466Q: 39 clusters Score -1.022362e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 31200 members 
Mstep: Class 3 contains 94867 members 
Mstep: Class 4 contains 97136 members 
Mstep: Class 5 contains 86744 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11146 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 23338 members 
Mstep: Class 13 contains 49723 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6033 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 87193 members 
Mstep: Class 20 contains 98995 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9654 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6902 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2295 members 
Mstep: Class 29 contains 49042 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9301 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94739 members 
Mstep: Class 37 contains 42081 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236128.000000 Penalty: 84243.031250
Iteration 467Q: 39 clusters Score -1.022361e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 31197 members 
Mstep: Class 3 contains 94817 members 
Mstep: Class 4 contains 97165 members 
Mstep: Class 5 contains 86640 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 49713 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 87284 members 
Mstep: Class 20 contains 99203 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9654 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6894 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2295 members 
Mstep: Class 29 contains 48988 members 
Mstep: Class 30 contains 3410 members 
Mstep: Class 31 contains 2054 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9299 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94759 members 
Mstep: Class 37 contains 41971 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236064.000000 Penalty: 84243.031250
Iteration 468Q: 39 clusters Score -1.022361e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 31205 members 
Mstep: Class 3 contains 94760 members 
Mstep: Class 4 contains 97185 members 
Mstep: Class 5 contains 86573 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11170 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 49706 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6003 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 87360 members 
Mstep: Class 20 contains 99384 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9647 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6890 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2295 members 
Mstep: Class 29 contains 48951 members 
Mstep: Class 30 contains 3414 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9298 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94766 members 
Mstep: Class 37 contains 41860 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236064.000000 Penalty: 84243.031250
Iteration 469Q: 39 clusters Score -1.022361e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 31189 members 
Mstep: Class 3 contains 94722 members 
Mstep: Class 4 contains 97228 members 
Mstep: Class 5 contains 86549 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11176 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23326 members 
Mstep: Class 13 contains 49700 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 7675 members 
Mstep: Class 19 contains 87428 members 
Mstep: Class 20 contains 99540 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9648 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6890 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48903 members 
Mstep: Class 30 contains 3414 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9298 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94774 members 
Mstep: Class 37 contains 41721 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236048.000000 Penalty: 84243.031250
Iteration 470Q: 39 clusters Score -1.02236e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 31162 members 
Mstep: Class 3 contains 94678 members 
Mstep: Class 4 contains 97308 members 
Mstep: Class 5 contains 86507 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23313 members 
Mstep: Class 13 contains 49683 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5987 members 
Mstep: Class 18 contains 7675 members 
Mstep: Class 19 contains 87498 members 
Mstep: Class 20 contains 99659 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9648 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6889 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48864 members 
Mstep: Class 30 contains 3413 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9295 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94790 members 
Mstep: Class 37 contains 41618 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235744.000000 Penalty: 84243.031250
Iteration 471Q: 39 clusters Score -1.022357e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 31137 members 
Mstep: Class 3 contains 94637 members 
Mstep: Class 4 contains 97382 members 
Mstep: Class 5 contains 86465 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23303 members 
Mstep: Class 13 contains 49672 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 87583 members 
Mstep: Class 20 contains 99753 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9645 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48832 members 
Mstep: Class 30 contains 3410 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9288 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94809 members 
Mstep: Class 37 contains 41509 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235648.000000 Penalty: 84243.031250
Iteration 472Q: 39 clusters Score -1.022356e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 31116 members 
Mstep: Class 3 contains 94599 members 
Mstep: Class 4 contains 97444 members 
Mstep: Class 5 contains 86421 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11209 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23291 members 
Mstep: Class 13 contains 49669 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5986 members 
Mstep: Class 18 contains 7675 members 
Mstep: Class 19 contains 87682 members 
Mstep: Class 20 contains 99842 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9645 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 6881 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48792 members 
Mstep: Class 30 contains 3411 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9284 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94838 members 
Mstep: Class 37 contains 41390 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235440.000000 Penalty: 84243.031250
Iteration 473Q: 39 clusters Score -1.022354e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 31078 members 
Mstep: Class 3 contains 94578 members 
Mstep: Class 4 contains 97497 members 
Mstep: Class 5 contains 86352 members 
Mstep: Class 6 contains 3600 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11214 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23282 members 
Mstep: Class 13 contains 49663 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 7675 members 
Mstep: Class 19 contains 87787 members 
Mstep: Class 20 contains 99943 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9643 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48758 members 
Mstep: Class 30 contains 3410 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9277 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94865 members 
Mstep: Class 37 contains 41294 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235528.000000 Penalty: 84243.031250
Iteration 474Q: 39 clusters Score -1.022355e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 31047 members 
Mstep: Class 3 contains 94516 members 
Mstep: Class 4 contains 97529 members 
Mstep: Class 5 contains 86276 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11214 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23266 members 
Mstep: Class 13 contains 49663 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5981 members 
Mstep: Class 18 contains 7674 members 
Mstep: Class 19 contains 87906 members 
Mstep: Class 20 contains 100091 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9639 members 
Mstep: Class 23 contains 1574 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 6875 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48721 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9269 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94884 members 
Mstep: Class 37 contains 41213 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235264.000000 Penalty: 84243.031250
Iteration 475Q: 39 clusters Score -1.022353e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 31012 members 
Mstep: Class 3 contains 94481 members 
Mstep: Class 4 contains 97537 members 
Mstep: Class 5 contains 86191 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23253 members 
Mstep: Class 13 contains 49670 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3686 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 7671 members 
Mstep: Class 19 contains 88046 members 
Mstep: Class 20 contains 100225 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9640 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 6872 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48688 members 
Mstep: Class 30 contains 3409 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9263 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94896 members 
Mstep: Class 37 contains 41114 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235040.000000 Penalty: 84243.031250
Iteration 476Q: 39 clusters Score -1.02235e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 30988 members 
Mstep: Class 3 contains 94435 members 
Mstep: Class 4 contains 97527 members 
Mstep: Class 5 contains 86151 members 
Mstep: Class 6 contains 3599 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23236 members 
Mstep: Class 13 contains 49667 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3686 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5990 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 88189 members 
Mstep: Class 20 contains 100351 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9637 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48650 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94918 members 
Mstep: Class 37 contains 41018 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235048.000000 Penalty: 84243.031250
Iteration 477Q: 39 clusters Score -1.02235e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 30963 members 
Mstep: Class 3 contains 94383 members 
Mstep: Class 4 contains 97529 members 
Mstep: Class 5 contains 86123 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11215 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23216 members 
Mstep: Class 13 contains 49682 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3688 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5991 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 88335 members 
Mstep: Class 20 contains 100457 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9635 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48599 members 
Mstep: Class 30 contains 3409 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9243 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94942 members 
Mstep: Class 37 contains 40924 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235064.000000 Penalty: 84243.031250
Iteration 478Q: 39 clusters Score -1.022351e+08 nChanged 1171
Entering ConstructFrom: 
Score: -102235064.000000 Penalty: 84243.031250
Entering ConstructFrom: 
Trying to split cluster 1 (4579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Entering Unmasked Estep 
Score: -556715.250000 Penalty: 1369.750732
	Iteration 0F: 2 clusters Score -556715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -553007.937500 Penalty: 2739.501465
	Iteration 0F: 3 clusters Score -553007.9 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -553946.750000 Penalty: 2739.501465
	Iteration 1F: 3 clusters Score -553946.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -554113.437500 Penalty: 2739.501465
	Iteration 2F: 3 clusters Score -554113.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -554217.625000 Penalty: 2739.501465
	Iteration 3Q: 3 clusters Score -554217.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -554292.875000 Penalty: 2739.501465
	Iteration 4Q: 3 clusters Score -554292.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -554344.312500 Penalty: 2739.501465
	Iteration 5Q: 3 clusters Score -554344.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -554387.187500 Penalty: 2739.501465
	Iteration 6Q: 3 clusters Score -554387.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -554423.937500 Penalty: 2739.501465
	Iteration 7Q: 3 clusters Score -554423.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -554469.937500 Penalty: 2739.501465
	Iteration 8Q: 3 clusters Score -554469.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -554527.625000 Penalty: 2739.501465
	Iteration 9Q: 3 clusters Score -554527.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -554585.375000 Penalty: 2739.501465
	Iteration 10Q: 3 clusters Score -554585.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -554647.500000 Penalty: 2739.501465
	Iteration 11Q: 3 clusters Score -554647.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -554710.750000 Penalty: 2739.501465
	Iteration 12Q: 3 clusters Score -554710.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -554788.000000 Penalty: 2739.501465
	Iteration 13Q: 3 clusters Score -554788 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -554858.437500 Penalty: 2739.501465
	Iteration 14Q: 3 clusters Score -554858.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -554922.812500 Penalty: 2739.501465
	Iteration 15Q: 3 clusters Score -554922.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -554983.250000 Penalty: 2739.501465
	Iteration 16Q: 3 clusters Score -554983.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -555042.687500 Penalty: 2739.501465
	Iteration 17Q: 3 clusters Score -555042.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -555101.062500 Penalty: 2739.501465
	Iteration 18Q: 3 clusters Score -555101.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -555172.062500 Penalty: 2739.501465
	Iteration 19Q: 3 clusters Score -555172.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -555222.000000 Penalty: 2739.501465
	Iteration 20F: 3 clusters Score -555222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -555255.437500 Penalty: 2739.501465
	Iteration 21Q: 3 clusters Score -555255.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -555272.062500 Penalty: 2739.501465
	Iteration 22Q: 3 clusters Score -555272.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -555291.500000 Penalty: 2739.501465
	Iteration 23Q: 3 clusters Score -555291.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -555312.125000 Penalty: 2739.501465
	Iteration 24Q: 3 clusters Score -555312.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -555329.875000 Penalty: 2739.501465
	Iteration 25Q: 3 clusters Score -555329.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -555344.437500 Penalty: 2739.501465
	Iteration 26Q: 3 clusters Score -555344.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -555359.250000 Penalty: 2739.501465
	Iteration 27Q: 3 clusters Score -555359.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -555376.437500 Penalty: 2739.501465
	Iteration 28Q: 3 clusters Score -555376.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -555388.000000 Penalty: 2739.501465
	Iteration 29Q: 3 clusters Score -555388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -555394.937500 Penalty: 2739.501465
	Iteration 30Q: 3 clusters Score -555394.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -555399.812500 Penalty: 2739.501465
	Iteration 31Q: 3 clusters Score -555399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -555401.812500 Penalty: 2739.501465
	Iteration 32Q: 3 clusters Score -555401.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -555406.125000 Penalty: 2739.501465
	Iteration 33Q: 3 clusters Score -555406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -555408.000000 Penalty: 2739.501465
	Iteration 34Q: 3 clusters Score -555408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -555408.625000 Penalty: 2739.501465
	Iteration 35Q: 3 clusters Score -555408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -555409.875000 Penalty: 2739.501465
	Iteration 36Q: 3 clusters Score -555409.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -555409.875000 Penalty: 2739.501465
	Iteration 37F: 3 clusters Score -555409.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Entering Unmasked Estep 
Score: -3774490.750000 Penalty: 1680.202637
	Iteration 0F: 2 clusters Score -3774491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3753567.750000 Penalty: 3360.405273
	Iteration 0F: 3 clusters Score -3753568 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3761384.000000 Penalty: 3360.405273
	Iteration 1F: 3 clusters Score -3761384 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3761827.500000 Penalty: 3360.405273
	Iteration 2Q: 3 clusters Score -3761828 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3762314.500000 Penalty: 3360.405273
	Iteration 3Q: 3 clusters Score -3762314 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3763027.000000 Penalty: 3360.405273
	Iteration 4Q: 3 clusters Score -3763027 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3764076.250000 Penalty: 3360.405273
	Iteration 5F: 3 clusters Score -3764076 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3765824.750000 Penalty: 3360.405273
	Iteration 6F: 3 clusters Score -3765825 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3768257.500000 Penalty: 3360.405273
	Iteration 7F: 3 clusters Score -3768258 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3770688.250000 Penalty: 3360.405273
	Iteration 8F: 3 clusters Score -3770688 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3772068.500000 Penalty: 3360.405273
	Iteration 9Q: 3 clusters Score -3772068 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -3772633.250000 Penalty: 3360.405273
	Iteration 10Q: 3 clusters Score -3772633 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3772810.750000 Penalty: 3360.405273
	Iteration 11Q: 3 clusters Score -3772811 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3772907.000000 Penalty: 3360.405273
	Iteration 12Q: 3 clusters Score -3772907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3772950.750000 Penalty: 3360.405273
	Iteration 13Q: 3 clusters Score -3772951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -3772981.250000 Penalty: 3360.405273
	Iteration 14Q: 3 clusters Score -3772981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3772995.250000 Penalty: 3360.405273
	Iteration 15Q: 3 clusters Score -3772995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3773003.750000 Penalty: 3360.405273
	Iteration 16Q: 3 clusters Score -3773004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3773015.750000 Penalty: 3360.405273
	Iteration 17Q: 3 clusters Score -3773016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -3773023.000000 Penalty: 3360.405273
	Iteration 18Q: 3 clusters Score -3773023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -3773029.000000 Penalty: 3360.405273
	Iteration 19Q: 3 clusters Score -3773029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3773031.000000 Penalty: 3360.405273
	Iteration 20F: 3 clusters Score -3773031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3773033.250000 Penalty: 3360.405273
	Iteration 21Q: 3 clusters Score -3773033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -3773032.750000 Penalty: 3360.405273
	Iteration 22Q: 3 clusters Score -3773033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -3773038.500000 Penalty: 3360.405273
	Iteration 23Q: 3 clusters Score -3773038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -3773040.750000 Penalty: 3360.405273
	Iteration 24Q: 3 clusters Score -3773041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3773043.000000 Penalty: 3360.405273
	Iteration 25Q: 3 clusters Score -3773043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3773043.000000 Penalty: 3360.405273
	Iteration 26F: 3 clusters Score -3773043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Entering Unmasked Estep 
Score: -11795158.000000 Penalty: 1861.268555
	Iteration 0F: 2 clusters Score -1.179516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -11737675.000000 Penalty: 3722.537109
	Iteration 0F: 3 clusters Score -1.173768e+07 nChanged 45119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -11763818.000000 Penalty: 3722.537109
	Iteration 1F: 3 clusters Score -1.176382e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -11764706.000000 Penalty: 3722.537109
	Iteration 2Q: 3 clusters Score -1.176471e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -11765968.000000 Penalty: 3722.537109
	Iteration 3Q: 3 clusters Score -1.176597e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -11767951.000000 Penalty: 3722.537109
	Iteration 4Q: 3 clusters Score -1.176795e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -11770810.000000 Penalty: 3722.537109
	Iteration 5F: 3 clusters Score -1.177081e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -11774954.000000 Penalty: 3722.537109
	Iteration 6F: 3 clusters Score -1.177495e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -11780009.000000 Penalty: 3722.537109
	Iteration 7F: 3 clusters Score -1.178001e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -11784919.000000 Penalty: 3722.537109
	Iteration 8F: 3 clusters Score -1.178492e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -11788223.000000 Penalty: 3722.537109
	Iteration 9F: 3 clusters Score -1.178822e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -11789949.000000 Penalty: 3722.537109
	Iteration 10Q: 3 clusters Score -1.178995e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -11790845.000000 Penalty: 3722.537109
	Iteration 11Q: 3 clusters Score -1.179084e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -11791404.000000 Penalty: 3722.537109
	Iteration 12Q: 3 clusters Score -1.17914e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -11791864.000000 Penalty: 3722.537109
	Iteration 13Q: 3 clusters Score -1.179186e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -11792340.000000 Penalty: 3722.537109
	Iteration 14Q: 3 clusters Score -1.179234e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -11792708.000000 Penalty: 3722.537109
	Iteration 15Q: 3 clusters Score -1.179271e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -11793054.000000 Penalty: 3722.537109
	Iteration 16Q: 3 clusters Score -1.179305e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -11793333.000000 Penalty: 3722.537109
	Iteration 17Q: 3 clusters Score -1.179333e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -11793561.000000 Penalty: 3722.537109
	Iteration 18Q: 3 clusters Score -1.179356e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -11793675.000000 Penalty: 3722.537109
	Iteration 19Q: 3 clusters Score -1.179368e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -11793834.000000 Penalty: 3722.537109
	Iteration 20F: 3 clusters Score -1.179383e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 70372 members 
Entering Unmasked Estep 
Score: -11793985.000000 Penalty: 3722.537109
	Iteration 21Q: 3 clusters Score -1.179398e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -11794099.000000 Penalty: 3722.537109
	Iteration 22Q: 3 clusters Score -1.17941e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -11794197.000000 Penalty: 3722.537109
	Iteration 23Q: 3 clusters Score -1.17942e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -11794301.000000 Penalty: 3722.537109
	Iteration 24Q: 3 clusters Score -1.17943e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -11794394.000000 Penalty: 3722.537109
	Iteration 25Q: 3 clusters Score -1.179439e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -11794494.000000 Penalty: 3722.537109
	Iteration 26Q: 3 clusters Score -1.179449e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -11794575.000000 Penalty: 3722.537109
	Iteration 27Q: 3 clusters Score -1.179458e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -11794645.000000 Penalty: 3722.537109
	Iteration 28Q: 3 clusters Score -1.179464e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -11794725.000000 Penalty: 3722.537109
	Iteration 29Q: 3 clusters Score -1.179472e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -11794864.000000 Penalty: 3722.537109
	Iteration 30Q: 3 clusters Score -1.179486e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 76163 members 
Entering Unmasked Estep 
Score: -11795039.000000 Penalty: 3722.537109
	Iteration 31Q: 3 clusters Score -1.179504e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 76694 members 
Entering Unmasked Estep 
Score: -11795192.000000 Penalty: 3722.537109
	Iteration 32Q: 3 clusters Score -1.179519e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -11795233.000000 Penalty: 3722.537109
	Iteration 33Q: 3 clusters Score -1.179523e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -11795301.000000 Penalty: 3722.537109
	Iteration 34Q: 3 clusters Score -1.17953e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -11795433.000000 Penalty: 3722.537109
	Iteration 35Q: 3 clusters Score -1.179543e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -11795525.000000 Penalty: 3722.537109
	Iteration 36Q: 3 clusters Score -1.179552e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -11795593.000000 Penalty: 3722.537109
	Iteration 37Q: 3 clusters Score -1.179559e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -11795708.000000 Penalty: 3722.537109
	Iteration 38Q: 3 clusters Score -1.179571e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -11795812.000000 Penalty: 3722.537109
	Iteration 39Q: 3 clusters Score -1.179581e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -11795915.000000 Penalty: 3722.537109
	Iteration 40F: 3 clusters Score -1.179592e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -11796012.000000 Penalty: 3722.537109
	Iteration 41Q: 3 clusters Score -1.179601e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -11796038.000000 Penalty: 3722.537109
	Iteration 42Q: 3 clusters Score -1.179604e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -11796129.000000 Penalty: 3722.537109
	Iteration 43Q: 3 clusters Score -1.179613e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -11796169.000000 Penalty: 3722.537109
	Iteration 44Q: 3 clusters Score -1.179617e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -11796220.000000 Penalty: 3722.537109
	Iteration 45Q: 3 clusters Score -1.179622e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -11796230.000000 Penalty: 3722.537109
	Iteration 46Q: 3 clusters Score -1.179623e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 82242 members 
Entering Unmasked Estep 
Score: -11796216.000000 Penalty: 3722.537109
	Iteration 47Q: 3 clusters Score -1.179622e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -11796198.000000 Penalty: 3722.537109
	Iteration 48Q: 3 clusters Score -1.17962e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -11796180.000000 Penalty: 3722.537109
	Iteration 49Q: 3 clusters Score -1.179618e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -11796151.000000 Penalty: 3722.537109
	Iteration 50Q: 3 clusters Score -1.179615e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -11796167.000000 Penalty: 3722.537109
	Iteration 51Q: 3 clusters Score -1.179617e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 83213 members 
Entering Unmasked Estep 
Score: -11796112.000000 Penalty: 3722.537109
	Iteration 52Q: 3 clusters Score -1.179611e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -11796072.000000 Penalty: 3722.537109
	Iteration 53Q: 3 clusters Score -1.179607e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -11796062.000000 Penalty: 3722.537109
	Iteration 54Q: 3 clusters Score -1.179606e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -11796013.000000 Penalty: 3722.537109
	Iteration 55Q: 3 clusters Score -1.179601e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -11795975.000000 Penalty: 3722.537109
	Iteration 56Q: 3 clusters Score -1.179598e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -11795907.000000 Penalty: 3722.537109
	Iteration 57Q: 3 clusters Score -1.179591e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -11795889.000000 Penalty: 3722.537109
	Iteration 58Q: 3 clusters Score -1.179589e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
Score: -11795841.000000 Penalty: 3722.537109
	Iteration 59Q: 3 clusters Score -1.179584e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -11795796.000000 Penalty: 3722.537109
	Iteration 60F: 3 clusters Score -1.17958e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -11795751.000000 Penalty: 3722.537109
	Iteration 61Q: 3 clusters Score -1.179575e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -11795706.000000 Penalty: 3722.537109
	Iteration 62Q: 3 clusters Score -1.179571e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -11795712.000000 Penalty: 3722.537109
	Iteration 63Q: 3 clusters Score -1.179571e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -11795672.000000 Penalty: 3722.537109
	Iteration 64Q: 3 clusters Score -1.179567e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -11795703.000000 Penalty: 3722.537109
	Iteration 65Q: 3 clusters Score -1.17957e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -11795640.000000 Penalty: 3722.537109
	Iteration 66Q: 3 clusters Score -1.179564e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -11795606.000000 Penalty: 3722.537109
	Iteration 67Q: 3 clusters Score -1.179561e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -11795578.000000 Penalty: 3722.537109
	Iteration 68Q: 3 clusters Score -1.179558e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -11795534.000000 Penalty: 3722.537109
	Iteration 69Q: 3 clusters Score -1.179553e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -11795490.000000 Penalty: 3722.537109
	Iteration 70Q: 3 clusters Score -1.179549e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -11795465.000000 Penalty: 3722.537109
	Iteration 71Q: 3 clusters Score -1.179546e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -11795432.000000 Penalty: 3722.537109
	Iteration 72Q: 3 clusters Score -1.179543e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -11795347.000000 Penalty: 3722.537109
	Iteration 73Q: 3 clusters Score -1.179535e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -11795273.000000 Penalty: 3722.537109
	Iteration 74Q: 3 clusters Score -1.179527e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -11795186.000000 Penalty: 3722.537109
	Iteration 75Q: 3 clusters Score -1.179519e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -11795132.000000 Penalty: 3722.537109
	Iteration 76Q: 3 clusters Score -1.179513e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -11795084.000000 Penalty: 3722.537109
	Iteration 77Q: 3 clusters Score -1.179508e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 88823 members 
Entering Unmasked Estep 
Score: -11795055.000000 Penalty: 3722.537109
	Iteration 78Q: 3 clusters Score -1.179506e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -11794988.000000 Penalty: 3722.537109
	Iteration 79Q: 3 clusters Score -1.179499e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -11794986.000000 Penalty: 3722.537109
	Iteration 80F: 3 clusters Score -1.179499e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 89596 members 
Entering Unmasked Estep 
Score: -11794905.000000 Penalty: 3722.537109
	Iteration 81Q: 3 clusters Score -1.17949e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -11794832.000000 Penalty: 3722.537109
	Iteration 82Q: 3 clusters Score -1.179483e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -11794815.000000 Penalty: 3722.537109
	Iteration 83Q: 3 clusters Score -1.179482e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 90334 members 
Entering Unmasked Estep 
Score: -11794756.000000 Penalty: 3722.537109
	Iteration 84Q: 3 clusters Score -1.179476e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 90600 members 
Entering Unmasked Estep 
Score: -11794705.000000 Penalty: 3722.537109
	Iteration 85Q: 3 clusters Score -1.17947e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -11794689.000000 Penalty: 3722.537109
	Iteration 86Q: 3 clusters Score -1.179469e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -11794675.000000 Penalty: 3722.537109
	Iteration 87Q: 3 clusters Score -1.179468e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -11794617.000000 Penalty: 3722.537109
	Iteration 88Q: 3 clusters Score -1.179462e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -11794598.000000 Penalty: 3722.537109
	Iteration 89Q: 3 clusters Score -1.17946e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -11794556.000000 Penalty: 3722.537109
	Iteration 90Q: 3 clusters Score -1.179456e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -11794533.000000 Penalty: 3722.537109
	Iteration 91Q: 3 clusters Score -1.179453e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -11794465.000000 Penalty: 3722.537109
	Iteration 92Q: 3 clusters Score -1.179446e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -11794440.000000 Penalty: 3722.537109
	Iteration 93Q: 3 clusters Score -1.179444e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -11794413.000000 Penalty: 3722.537109
	Iteration 94Q: 3 clusters Score -1.179441e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 92283 members 
Entering Unmasked Estep 
Score: -11794403.000000 Penalty: 3722.537109
	Iteration 95Q: 3 clusters Score -1.17944e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -11794348.000000 Penalty: 3722.537109
	Iteration 96Q: 3 clusters Score -1.179435e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -11794354.000000 Penalty: 3722.537109
	Iteration 97Q: 3 clusters Score -1.179435e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -11794299.000000 Penalty: 3722.537109
	Iteration 98Q: 3 clusters Score -1.17943e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 92600 members 
Entering Unmasked Estep 
Score: -11794285.000000 Penalty: 3722.537109
	Iteration 99Q: 3 clusters Score -1.179428e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -11794252.000000 Penalty: 3722.537109
	Iteration 100F: 3 clusters Score -1.179425e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -11794207.000000 Penalty: 3722.537109
	Iteration 101Q: 3 clusters Score -1.179421e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -11794183.000000 Penalty: 3722.537109
	Iteration 102Q: 3 clusters Score -1.179418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -11794178.000000 Penalty: 3722.537109
	Iteration 103Q: 3 clusters Score -1.179418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -11794172.000000 Penalty: 3722.537109
	Iteration 104Q: 3 clusters Score -1.179417e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 92864 members 
Entering Unmasked Estep 
Score: -11794162.000000 Penalty: 3722.537109
	Iteration 105Q: 3 clusters Score -1.179416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -11794156.000000 Penalty: 3722.537109
	Iteration 106Q: 3 clusters Score -1.179416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -11794152.000000 Penalty: 3722.537109
	Iteration 107Q: 3 clusters Score -1.179415e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -11794168.000000 Penalty: 3722.537109
	Iteration 108Q: 3 clusters Score -1.179417e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -11794157.000000 Penalty: 3722.537109
	Iteration 109Q: 3 clusters Score -1.179416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -11794153.000000 Penalty: 3722.537109
	Iteration 110Q: 3 clusters Score -1.179415e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -11794133.000000 Penalty: 3722.537109
	Iteration 111Q: 3 clusters Score -1.179413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -11794139.000000 Penalty: 3722.537109
	Iteration 112Q: 3 clusters Score -1.179414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -11794142.000000 Penalty: 3722.537109
	Iteration 113Q: 3 clusters Score -1.179414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -11794126.000000 Penalty: 3722.537109
	Iteration 114Q: 3 clusters Score -1.179413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -11794133.000000 Penalty: 3722.537109
	Iteration 115Q: 3 clusters Score -1.179413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -11794135.000000 Penalty: 3722.537109
	Iteration 116Q: 3 clusters Score -1.179414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -11794132.000000 Penalty: 3722.537109
	Iteration 117Q: 3 clusters Score -1.179413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -11794131.000000 Penalty: 3722.537109
	Iteration 118Q: 3 clusters Score -1.179413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -11794127.000000 Penalty: 3722.537109
	Iteration 119Q: 3 clusters Score -1.179413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -11794128.000000 Penalty: 3722.537109
	Iteration 120F: 3 clusters Score -1.179413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 93090 members 
Entering Unmasked Estep 
Score: -11794138.000000 Penalty: 3722.537109
	Iteration 121Q: 3 clusters Score -1.179414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -11794134.000000 Penalty: 3722.537109
	Iteration 122Q: 3 clusters Score -1.179413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -11794131.000000 Penalty: 3722.537109
	Iteration 123Q: 3 clusters Score -1.179413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 93104 members 
Entering Unmasked Estep 
Score: -11794134.000000 Penalty: 3722.537109
	Iteration 124Q: 3 clusters Score -1.179413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -11794135.000000 Penalty: 3722.537109
	Iteration 125Q: 3 clusters Score -1.179414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 93112 members 
Entering Unmasked Estep 
Score: -11794136.000000 Penalty: 3722.537109
	Iteration 126Q: 3 clusters Score -1.179414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -11794140.000000 Penalty: 3722.537109
	Iteration 127Q: 3 clusters Score -1.179414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -11794131.000000 Penalty: 3722.537109
	Iteration 128Q: 3 clusters Score -1.179413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -11794135.000000 Penalty: 3722.537109
	Iteration 129Q: 3 clusters Score -1.179414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -11794130.000000 Penalty: 3722.537109
	Iteration 130Q: 3 clusters Score -1.179413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -11794131.000000 Penalty: 3722.537109
	Iteration 131Q: 3 clusters Score -1.179413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -11794148.000000 Penalty: 3722.537109
	Iteration 132Q: 3 clusters Score -1.179415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -11794126.000000 Penalty: 3722.537109
	Iteration 133Q: 3 clusters Score -1.179413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 93158 members 
Entering Unmasked Estep 
Score: -11794130.000000 Penalty: 3722.537109
	Iteration 134Q: 3 clusters Score -1.179413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -11794117.000000 Penalty: 3722.537109
	Iteration 135Q: 3 clusters Score -1.179412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -11794104.000000 Penalty: 3722.537109
	Iteration 136Q: 3 clusters Score -1.17941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -11794108.000000 Penalty: 3722.537109
	Iteration 137Q: 3 clusters Score -1.179411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -11794101.000000 Penalty: 3722.537109
	Iteration 138Q: 3 clusters Score -1.17941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -11794099.000000 Penalty: 3722.537109
	Iteration 139Q: 3 clusters Score -1.17941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -11794108.000000 Penalty: 3722.537109
	Iteration 140F: 3 clusters Score -1.179411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 93210 members 
Entering Unmasked Estep 
Score: -11794117.000000 Penalty: 3722.537109
	Iteration 141Q: 3 clusters Score -1.179412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 93214 members 
Entering Unmasked Estep 
Score: -11794109.000000 Penalty: 3722.537109
	Iteration 142Q: 3 clusters Score -1.179411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -11794099.000000 Penalty: 3722.537109
	Iteration 143Q: 3 clusters Score -1.17941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -11794101.000000 Penalty: 3722.537109
	Iteration 144Q: 3 clusters Score -1.17941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -11794084.000000 Penalty: 3722.537109
	Iteration 145Q: 3 clusters Score -1.179408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
Score: -11794091.000000 Penalty: 3722.537109
	Iteration 146Q: 3 clusters Score -1.179409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -11794099.000000 Penalty: 3722.537109
	Iteration 147Q: 3 clusters Score -1.17941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -11794102.000000 Penalty: 3722.537109
	Iteration 148Q: 3 clusters Score -1.17941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -11794100.000000 Penalty: 3722.537109
	Iteration 149Q: 3 clusters Score -1.17941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -11794097.000000 Penalty: 3722.537109
	Iteration 150Q: 3 clusters Score -1.17941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 93289 members 
Entering Unmasked Estep 
Score: -11794090.000000 Penalty: 3722.537109
	Iteration 151Q: 3 clusters Score -1.179409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -11794083.000000 Penalty: 3722.537109
	Iteration 152Q: 3 clusters Score -1.179408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -11794083.000000 Penalty: 3722.537109
	Iteration 153Q: 3 clusters Score -1.179408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 93323 members 
Entering Unmasked Estep 
Score: -11794094.000000 Penalty: 3722.537109
	Iteration 154Q: 3 clusters Score -1.179409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -11794072.000000 Penalty: 3722.537109
	Iteration 155Q: 3 clusters Score -1.179407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 93348 members 
Entering Unmasked Estep 
Score: -11794081.000000 Penalty: 3722.537109
	Iteration 156Q: 3 clusters Score -1.179408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -11794078.000000 Penalty: 3722.537109
	Iteration 157Q: 3 clusters Score -1.179408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -11794080.000000 Penalty: 3722.537109
	Iteration 158Q: 3 clusters Score -1.179408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 93365 members 
Entering Unmasked Estep 
Score: -11794077.000000 Penalty: 3722.537109
	Iteration 159Q: 3 clusters Score -1.179408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -11794075.000000 Penalty: 3722.537109
	Iteration 160F: 3 clusters Score -1.179408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 93371 members 
Entering Unmasked Estep 
Score: -11794086.000000 Penalty: 3722.537109
	Iteration 161Q: 3 clusters Score -1.179409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -11794088.000000 Penalty: 3722.537109
	Iteration 162Q: 3 clusters Score -1.179409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -11794080.000000 Penalty: 3722.537109
	Iteration 163Q: 3 clusters Score -1.179408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -11794080.000000 Penalty: 3722.537109
	Iteration 164Q: 3 clusters Score -1.179408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -11794088.000000 Penalty: 3722.537109
	Iteration 165Q: 3 clusters Score -1.179409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -11794088.000000 Penalty: 3722.537109
	Iteration 166F: 3 clusters Score -1.179409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97541 members 
Entering Unmasked Estep 
Score: -12231331.000000 Penalty: 1866.804688
	Iteration 0F: 2 clusters Score -1.223133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -12171222.000000 Penalty: 3733.609375
	Iteration 0F: 3 clusters Score -1.217122e+07 nChanged 46777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -12198945.000000 Penalty: 3733.609375
	Iteration 1F: 3 clusters Score -1.219894e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -12200337.000000 Penalty: 3733.609375
	Iteration 2Q: 3 clusters Score -1.220034e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -12202462.000000 Penalty: 3733.609375
	Iteration 3F: 3 clusters Score -1.220246e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -12205967.000000 Penalty: 3733.609375
	Iteration 4F: 3 clusters Score -1.220597e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -12210616.000000 Penalty: 3733.609375
	Iteration 5F: 3 clusters Score -1.221062e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -12214337.000000 Penalty: 3733.609375
	Iteration 6F: 3 clusters Score -1.221434e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -12215787.000000 Penalty: 3733.609375
	Iteration 7F: 3 clusters Score -1.221579e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -12216837.000000 Penalty: 3733.609375
	Iteration 8Q: 3 clusters Score -1.221684e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -12217714.000000 Penalty: 3733.609375
	Iteration 9Q: 3 clusters Score -1.221771e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -12218504.000000 Penalty: 3733.609375
	Iteration 10Q: 3 clusters Score -1.22185e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -12219024.000000 Penalty: 3733.609375
	Iteration 11Q: 3 clusters Score -1.221902e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -12219289.000000 Penalty: 3733.609375
	Iteration 12Q: 3 clusters Score -1.221929e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -12219738.000000 Penalty: 3733.609375
	Iteration 13Q: 3 clusters Score -1.221974e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -12220223.000000 Penalty: 3733.609375
	Iteration 14Q: 3 clusters Score -1.222022e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -12220855.000000 Penalty: 3733.609375
	Iteration 15Q: 3 clusters Score -1.222086e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73106 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -12221766.000000 Penalty: 3733.609375
	Iteration 16Q: 3 clusters Score -1.222177e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -12222886.000000 Penalty: 3733.609375
	Iteration 17Q: 3 clusters Score -1.222289e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -12223766.000000 Penalty: 3733.609375
	Iteration 18Q: 3 clusters Score -1.222377e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -12226661.000000 Penalty: 3733.609375
	Iteration 19Q: 3 clusters Score -1.222666e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -12228276.000000 Penalty: 3733.609375
	Iteration 20F: 3 clusters Score -1.222828e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -12229246.000000 Penalty: 3733.609375
	Iteration 21Q: 3 clusters Score -1.222925e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90479 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -12229704.000000 Penalty: 3733.609375
	Iteration 22Q: 3 clusters Score -1.22297e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -12229858.000000 Penalty: 3733.609375
	Iteration 23Q: 3 clusters Score -1.222986e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92342 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -12229954.000000 Penalty: 3733.609375
	Iteration 24Q: 3 clusters Score -1.222995e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -12230007.000000 Penalty: 3733.609375
	Iteration 25Q: 3 clusters Score -1.223001e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -12230037.000000 Penalty: 3733.609375
	Iteration 26Q: 3 clusters Score -1.223004e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -12230056.000000 Penalty: 3733.609375
	Iteration 27Q: 3 clusters Score -1.223006e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -12230070.000000 Penalty: 3733.609375
	Iteration 28Q: 3 clusters Score -1.223007e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -12230075.000000 Penalty: 3733.609375
	Iteration 29Q: 3 clusters Score -1.223008e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94591 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -12230059.000000 Penalty: 3733.609375
	Iteration 30Q: 3 clusters Score -1.223006e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -12230006.000000 Penalty: 3733.609375
	Iteration 31Q: 3 clusters Score -1.223001e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94945 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -12230053.000000 Penalty: 3733.609375
	Iteration 32Q: 3 clusters Score -1.223005e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -12230037.000000 Penalty: 3733.609375
	Iteration 33Q: 3 clusters Score -1.223004e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -12230046.000000 Penalty: 3733.609375
	Iteration 34Q: 3 clusters Score -1.223005e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95332 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -12230091.000000 Penalty: 3733.609375
	Iteration 35Q: 3 clusters Score -1.223009e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -12230113.000000 Penalty: 3733.609375
	Iteration 36Q: 3 clusters Score -1.223011e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95538 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -12230102.000000 Penalty: 3733.609375
	Iteration 37Q: 3 clusters Score -1.22301e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12230118.000000 Penalty: 3733.609375
	Iteration 38Q: 3 clusters Score -1.223012e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -12230115.000000 Penalty: 3733.609375
	Iteration 39Q: 3 clusters Score -1.223012e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95788 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -12230110.000000 Penalty: 3733.609375
	Iteration 40F: 3 clusters Score -1.223011e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -12230123.000000 Penalty: 3733.609375
	Iteration 41Q: 3 clusters Score -1.223012e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -12230149.000000 Penalty: 3733.609375
	Iteration 42Q: 3 clusters Score -1.223015e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -12230168.000000 Penalty: 3733.609375
	Iteration 43Q: 3 clusters Score -1.223017e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95981 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -12230143.000000 Penalty: 3733.609375
	Iteration 44Q: 3 clusters Score -1.223014e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96012 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -12230148.000000 Penalty: 3733.609375
	Iteration 45Q: 3 clusters Score -1.223015e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96040 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12230145.000000 Penalty: 3733.609375
	Iteration 46Q: 3 clusters Score -1.223014e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -12230147.000000 Penalty: 3733.609375
	Iteration 47Q: 3 clusters Score -1.223015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12230156.000000 Penalty: 3733.609375
	Iteration 48Q: 3 clusters Score -1.223016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12230158.000000 Penalty: 3733.609375
	Iteration 49Q: 3 clusters Score -1.223016e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -12230179.000000 Penalty: 3733.609375
	Iteration 50Q: 3 clusters Score -1.223018e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96140 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -12230167.000000 Penalty: 3733.609375
	Iteration 51Q: 3 clusters Score -1.223017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96156 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12230175.000000 Penalty: 3733.609375
	Iteration 52Q: 3 clusters Score -1.223018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -12230189.000000 Penalty: 3733.609375
	Iteration 53Q: 3 clusters Score -1.223019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12230185.000000 Penalty: 3733.609375
	Iteration 54Q: 3 clusters Score -1.223018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12230191.000000 Penalty: 3733.609375
	Iteration 55Q: 3 clusters Score -1.223019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96225 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -12230172.000000 Penalty: 3733.609375
	Iteration 56Q: 3 clusters Score -1.223017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12230195.000000 Penalty: 3733.609375
	Iteration 57Q: 3 clusters Score -1.22302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -12230177.000000 Penalty: 3733.609375
	Iteration 58Q: 3 clusters Score -1.223018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -12230186.000000 Penalty: 3733.609375
	Iteration 59Q: 3 clusters Score -1.223019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -12230177.000000 Penalty: 3733.609375
	Iteration 60F: 3 clusters Score -1.223018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12230178.000000 Penalty: 3733.609375
	Iteration 61Q: 3 clusters Score -1.223018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96275 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12230177.000000 Penalty: 3733.609375
	Iteration 62Q: 3 clusters Score -1.223018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -12230183.000000 Penalty: 3733.609375
	Iteration 63Q: 3 clusters Score -1.223018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12230185.000000 Penalty: 3733.609375
	Iteration 64Q: 3 clusters Score -1.223018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12230179.000000 Penalty: 3733.609375
	Iteration 65Q: 3 clusters Score -1.223018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96306 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12230187.000000 Penalty: 3733.609375
	Iteration 66Q: 3 clusters Score -1.223019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -12230193.000000 Penalty: 3733.609375
	Iteration 67Q: 3 clusters Score -1.223019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -12230188.000000 Penalty: 3733.609375
	Iteration 68Q: 3 clusters Score -1.223019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -12230190.000000 Penalty: 3733.609375
	Iteration 69Q: 3 clusters Score -1.223019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -12230204.000000 Penalty: 3733.609375
	Iteration 70Q: 3 clusters Score -1.22302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12230213.000000 Penalty: 3733.609375
	Iteration 71Q: 3 clusters Score -1.223021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -12230203.000000 Penalty: 3733.609375
	Iteration 72Q: 3 clusters Score -1.22302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96322 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -12230215.000000 Penalty: 3733.609375
	Iteration 73Q: 3 clusters Score -1.223022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96322 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -12230216.000000 Penalty: 3733.609375
	Iteration 74Q: 3 clusters Score -1.223022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12230212.000000 Penalty: 3733.609375
	Iteration 75Q: 3 clusters Score -1.223021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12230212.000000 Penalty: 3733.609375
	Iteration 76F: 3 clusters Score -1.223021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Entering Unmasked Estep 
Score: -10691571.000000 Penalty: 1846.577637
	Iteration 0F: 2 clusters Score -1.069157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -10635658.000000 Penalty: 3693.155273
	Iteration 0F: 3 clusters Score -1.063566e+07 nChanged 41019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -10659842.000000 Penalty: 3693.155273
	Iteration 1F: 3 clusters Score -1.065984e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -10660648.000000 Penalty: 3693.155273
	Iteration 2Q: 3 clusters Score -1.066065e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -10661809.000000 Penalty: 3693.155273
	Iteration 3Q: 3 clusters Score -1.066181e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -10663609.000000 Penalty: 3693.155273
	Iteration 4Q: 3 clusters Score -1.066361e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -10666306.000000 Penalty: 3693.155273
	Iteration 5F: 3 clusters Score -1.066631e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -10670389.000000 Penalty: 3693.155273
	Iteration 6F: 3 clusters Score -1.067039e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -10674976.000000 Penalty: 3693.155273
	Iteration 7F: 3 clusters Score -1.067498e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -10678995.000000 Penalty: 3693.155273
	Iteration 8F: 3 clusters Score -1.0679e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -10682162.000000 Penalty: 3693.155273
	Iteration 9Q: 3 clusters Score -1.068216e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -10684486.000000 Penalty: 3693.155273
	Iteration 10Q: 3 clusters Score -1.068449e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -10686167.000000 Penalty: 3693.155273
	Iteration 11Q: 3 clusters Score -1.068617e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -10687353.000000 Penalty: 3693.155273
	Iteration 12Q: 3 clusters Score -1.068735e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -10688198.000000 Penalty: 3693.155273
	Iteration 13Q: 3 clusters Score -1.06882e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -10688789.000000 Penalty: 3693.155273
	Iteration 14Q: 3 clusters Score -1.068879e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -10689180.000000 Penalty: 3693.155273
	Iteration 15Q: 3 clusters Score -1.068918e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -10689431.000000 Penalty: 3693.155273
	Iteration 16Q: 3 clusters Score -1.068943e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -10689617.000000 Penalty: 3693.155273
	Iteration 17Q: 3 clusters Score -1.068962e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84479 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -10689740.000000 Penalty: 3693.155273
	Iteration 18Q: 3 clusters Score -1.068974e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10689821.000000 Penalty: 3693.155273
	Iteration 19Q: 3 clusters Score -1.068982e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10689875.000000 Penalty: 3693.155273
	Iteration 20F: 3 clusters Score -1.068988e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10689963.000000 Penalty: 3693.155273
	Iteration 21Q: 3 clusters Score -1.068996e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10689993.000000 Penalty: 3693.155273
	Iteration 22Q: 3 clusters Score -1.068999e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85325 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10690032.000000 Penalty: 3693.155273
	Iteration 23Q: 3 clusters Score -1.069003e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10690075.000000 Penalty: 3693.155273
	Iteration 24Q: 3 clusters Score -1.069008e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85439 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10690098.000000 Penalty: 3693.155273
	Iteration 25Q: 3 clusters Score -1.06901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10690103.000000 Penalty: 3693.155273
	Iteration 26Q: 3 clusters Score -1.06901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10690125.000000 Penalty: 3693.155273
	Iteration 27Q: 3 clusters Score -1.069012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85524 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10690127.000000 Penalty: 3693.155273
	Iteration 28Q: 3 clusters Score -1.069013e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10690138.000000 Penalty: 3693.155273
	Iteration 29Q: 3 clusters Score -1.069014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10690150.000000 Penalty: 3693.155273
	Iteration 30Q: 3 clusters Score -1.069015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10690145.000000 Penalty: 3693.155273
	Iteration 31Q: 3 clusters Score -1.069014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10690143.000000 Penalty: 3693.155273
	Iteration 32Q: 3 clusters Score -1.069014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10690148.000000 Penalty: 3693.155273
	Iteration 33Q: 3 clusters Score -1.069015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10690146.000000 Penalty: 3693.155273
	Iteration 34Q: 3 clusters Score -1.069015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10690160.000000 Penalty: 3693.155273
	Iteration 35Q: 3 clusters Score -1.069016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10690164.000000 Penalty: 3693.155273
	Iteration 36Q: 3 clusters Score -1.069016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10690163.000000 Penalty: 3693.155273
	Iteration 37Q: 3 clusters Score -1.069016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10690166.000000 Penalty: 3693.155273
	Iteration 38Q: 3 clusters Score -1.069017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10690173.000000 Penalty: 3693.155273
	Iteration 39Q: 3 clusters Score -1.069017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10690170.000000 Penalty: 3693.155273
	Iteration 40F: 3 clusters Score -1.069017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10690171.000000 Penalty: 3693.155273
	Iteration 41Q: 3 clusters Score -1.069017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10690182.000000 Penalty: 3693.155273
	Iteration 42Q: 3 clusters Score -1.069018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10690172.000000 Penalty: 3693.155273
	Iteration 43Q: 3 clusters Score -1.069017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10690171.000000 Penalty: 3693.155273
	Iteration 44Q: 3 clusters Score -1.069017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10690171.000000 Penalty: 3693.155273
	Iteration 45F: 3 clusters Score -1.069017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Entering Unmasked Estep 
Score: -412770.937500 Penalty: 1330.481323
	Iteration 0F: 2 clusters Score -412770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -409657.562500 Penalty: 2660.962646
	Iteration 0F: 3 clusters Score -409657.6 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -410537.125000 Penalty: 2660.962646
	Iteration 1F: 3 clusters Score -410537.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -410788.593750 Penalty: 2660.962646
	Iteration 2F: 3 clusters Score -410788.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -411042.625000 Penalty: 2660.962646
	Iteration 3F: 3 clusters Score -411042.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -411371.562500 Penalty: 2660.962646
	Iteration 4F: 3 clusters Score -411371.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -411732.187500 Penalty: 2660.962646
	Iteration 5F: 3 clusters Score -411732.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -412039.093750 Penalty: 2660.962646
	Iteration 6F: 3 clusters Score -412039.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -412297.406250 Penalty: 2660.962646
	Iteration 7F: 3 clusters Score -412297.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -412454.656250 Penalty: 2660.962646
	Iteration 8Q: 3 clusters Score -412454.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -412535.875000 Penalty: 2660.962646
	Iteration 9Q: 3 clusters Score -412535.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -412570.718750 Penalty: 2660.962646
	Iteration 10Q: 3 clusters Score -412570.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -412591.062500 Penalty: 2660.962646
	Iteration 11Q: 3 clusters Score -412591.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -412609.250000 Penalty: 2660.962646
	Iteration 12Q: 3 clusters Score -412609.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -412628.250000 Penalty: 2660.962646
	Iteration 13Q: 3 clusters Score -412628.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -412639.656250 Penalty: 2660.962646
	Iteration 14Q: 3 clusters Score -412639.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -412648.937500 Penalty: 2660.962646
	Iteration 15Q: 3 clusters Score -412648.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -412654.968750 Penalty: 2660.962646
	Iteration 16Q: 3 clusters Score -412655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -412657.687500 Penalty: 2660.962646
	Iteration 17Q: 3 clusters Score -412657.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -412662.000000 Penalty: 2660.962646
	Iteration 18Q: 3 clusters Score -412662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -412664.625000 Penalty: 2660.962646
	Iteration 19Q: 3 clusters Score -412664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -412667.656250 Penalty: 2660.962646
	Iteration 20F: 3 clusters Score -412667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -412668.437500 Penalty: 2660.962646
	Iteration 21Q: 3 clusters Score -412668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -412669.125000 Penalty: 2660.962646
	Iteration 22Q: 3 clusters Score -412669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -412668.562500 Penalty: 2660.962646
	Iteration 23Q: 3 clusters Score -412668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -412668.562500 Penalty: 2660.962646
	Iteration 24F: 3 clusters Score -412668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -44099.773438 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -44099.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43137.417969 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -43137.42 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43315.617188 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -43315.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43397.050781 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -43397.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43434.343750 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -43434.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43450.730469 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -43450.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43456.828125 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -43456.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43464.937500 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -43464.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43474.351562 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -43474.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43482.871094 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -43482.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43490.843750 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -43490.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43492.250000 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -43492.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43492.250000 Penalty: 1961.531494
	Iteration 11F: 3 clusters Score -43492.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Entering Unmasked Estep 
Score: -1365643.000000 Penalty: 1515.299316
	Iteration 0F: 2 clusters Score -1365643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1357692.500000 Penalty: 3030.598633
	Iteration 0F: 3 clusters Score -1357692 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1360341.500000 Penalty: 3030.598633
	Iteration 1F: 3 clusters Score -1360342 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1360635.875000 Penalty: 3030.598633
	Iteration 2F: 3 clusters Score -1360636 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1360842.000000 Penalty: 3030.598633
	Iteration 3Q: 3 clusters Score -1360842 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1361034.625000 Penalty: 3030.598633
	Iteration 4Q: 3 clusters Score -1361035 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1361208.375000 Penalty: 3030.598633
	Iteration 5Q: 3 clusters Score -1361208 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1361414.625000 Penalty: 3030.598633
	Iteration 6Q: 3 clusters Score -1361415 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1361657.500000 Penalty: 3030.598633
	Iteration 7Q: 3 clusters Score -1361658 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1361932.500000 Penalty: 3030.598633
	Iteration 8Q: 3 clusters Score -1361932 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1362196.500000 Penalty: 3030.598633
	Iteration 9Q: 3 clusters Score -1362196 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1362430.125000 Penalty: 3030.598633
	Iteration 10Q: 3 clusters Score -1362430 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1362650.125000 Penalty: 3030.598633
	Iteration 11Q: 3 clusters Score -1362650 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1362868.500000 Penalty: 3030.598633
	Iteration 12Q: 3 clusters Score -1362868 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1363044.250000 Penalty: 3030.598633
	Iteration 13Q: 3 clusters Score -1363044 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1363179.125000 Penalty: 3030.598633
	Iteration 14Q: 3 clusters Score -1363179 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1363276.500000 Penalty: 3030.598633
	Iteration 15Q: 3 clusters Score -1363276 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1363382.250000 Penalty: 3030.598633
	Iteration 16Q: 3 clusters Score -1363382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1363460.625000 Penalty: 3030.598633
	Iteration 17Q: 3 clusters Score -1363461 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1363517.750000 Penalty: 3030.598633
	Iteration 18Q: 3 clusters Score -1363518 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1363568.000000 Penalty: 3030.598633
	Iteration 19Q: 3 clusters Score -1363568 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1363624.625000 Penalty: 3030.598633
	Iteration 20F: 3 clusters Score -1363625 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1363674.125000 Penalty: 3030.598633
	Iteration 21Q: 3 clusters Score -1363674 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1363716.000000 Penalty: 3030.598633
	Iteration 22Q: 3 clusters Score -1363716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1363764.000000 Penalty: 3030.598633
	Iteration 23Q: 3 clusters Score -1363764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1363807.250000 Penalty: 3030.598633
	Iteration 24Q: 3 clusters Score -1363807 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1363842.500000 Penalty: 3030.598633
	Iteration 25Q: 3 clusters Score -1363842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1363877.125000 Penalty: 3030.598633
	Iteration 26Q: 3 clusters Score -1363877 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1363901.625000 Penalty: 3030.598633
	Iteration 27Q: 3 clusters Score -1363902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1363921.875000 Penalty: 3030.598633
	Iteration 28Q: 3 clusters Score -1363922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1363952.375000 Penalty: 3030.598633
	Iteration 29Q: 3 clusters Score -1363952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1363976.375000 Penalty: 3030.598633
	Iteration 30Q: 3 clusters Score -1363976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1363996.375000 Penalty: 3030.598633
	Iteration 31Q: 3 clusters Score -1363996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1364020.625000 Penalty: 3030.598633
	Iteration 32Q: 3 clusters Score -1364021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1364044.750000 Penalty: 3030.598633
	Iteration 33Q: 3 clusters Score -1364045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1364064.625000 Penalty: 3030.598633
	Iteration 34Q: 3 clusters Score -1364065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1364095.125000 Penalty: 3030.598633
	Iteration 35Q: 3 clusters Score -1364095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1364126.000000 Penalty: 3030.598633
	Iteration 36Q: 3 clusters Score -1364126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1364153.500000 Penalty: 3030.598633
	Iteration 37Q: 3 clusters Score -1364154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1364188.250000 Penalty: 3030.598633
	Iteration 38Q: 3 clusters Score -1364188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1364228.875000 Penalty: 3030.598633
	Iteration 39Q: 3 clusters Score -1364229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1364259.375000 Penalty: 3030.598633
	Iteration 40F: 3 clusters Score -1364259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1364290.875000 Penalty: 3030.598633
	Iteration 41Q: 3 clusters Score -1364291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1364309.750000 Penalty: 3030.598633
	Iteration 42Q: 3 clusters Score -1364310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1364337.500000 Penalty: 3030.598633
	Iteration 43Q: 3 clusters Score -1364338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1364373.250000 Penalty: 3030.598633
	Iteration 44Q: 3 clusters Score -1364373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1364397.250000 Penalty: 3030.598633
	Iteration 45Q: 3 clusters Score -1364397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1364413.000000 Penalty: 3030.598633
	Iteration 46Q: 3 clusters Score -1364413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1364428.625000 Penalty: 3030.598633
	Iteration 47Q: 3 clusters Score -1364429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1364434.625000 Penalty: 3030.598633
	Iteration 48Q: 3 clusters Score -1364435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1364442.000000 Penalty: 3030.598633
	Iteration 49Q: 3 clusters Score -1364442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1364442.500000 Penalty: 3030.598633
	Iteration 50Q: 3 clusters Score -1364442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1364446.125000 Penalty: 3030.598633
	Iteration 51Q: 3 clusters Score -1364446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1364454.375000 Penalty: 3030.598633
	Iteration 52Q: 3 clusters Score -1364454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1364457.375000 Penalty: 3030.598633
	Iteration 53Q: 3 clusters Score -1364457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1364460.375000 Penalty: 3030.598633
	Iteration 54Q: 3 clusters Score -1364460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1364462.375000 Penalty: 3030.598633
	Iteration 55Q: 3 clusters Score -1364462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1364464.750000 Penalty: 3030.598633
	Iteration 56Q: 3 clusters Score -1364465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1364467.000000 Penalty: 3030.598633
	Iteration 57Q: 3 clusters Score -1364467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1364470.125000 Penalty: 3030.598633
	Iteration 58Q: 3 clusters Score -1364470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1364472.750000 Penalty: 3030.598633
	Iteration 59Q: 3 clusters Score -1364473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1364473.750000 Penalty: 3030.598633
	Iteration 60F: 3 clusters Score -1364474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -69509.804688 Penalty: 1057.189941
	Iteration 0F: 2 clusters Score -69509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68387.171875 Penalty: 2114.379883
	Iteration 0F: 3 clusters Score -68387.17 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68633.843750 Penalty: 2114.379883
	Iteration 1F: 3 clusters Score -68633.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68723.835938 Penalty: 2114.379883
	Iteration 2F: 3 clusters Score -68723.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68777.234375 Penalty: 2114.379883
	Iteration 3Q: 3 clusters Score -68777.23 nChanged 23
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: -68833.742188 Penalty: 2114.379883
	Iteration 4Q: 3 clusters Score -68833.74 nChanged 21
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: -68862.031250 Penalty: 2114.379883
	Iteration 5Q: 3 clusters Score -68862.03 nChanged 6
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: -68868.906250 Penalty: 2114.379883
	Iteration 6Q: 3 clusters Score -68868.91 nChanged 4
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: -68879.023438 Penalty: 2114.379883
	Iteration 7Q: 3 clusters Score -68879.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68888.171875 Penalty: 2114.379883
	Iteration 8Q: 3 clusters Score -68888.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68908.648438 Penalty: 2114.379883
	Iteration 9Q: 3 clusters Score -68908.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68918.726562 Penalty: 2114.379883
	Iteration 10Q: 3 clusters Score -68918.73 nChanged 5
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: -68925.875000 Penalty: 2114.379883
	Iteration 11Q: 3 clusters Score -68925.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -68943.093750 Penalty: 2114.379883
	Iteration 12Q: 3 clusters Score -68943.09 nChanged 4
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: -68945.718750 Penalty: 2114.379883
	Iteration 13Q: 3 clusters Score -68945.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68946.242188 Penalty: 2114.379883
	Iteration 14Q: 3 clusters Score -68946.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68946.242188 Penalty: 2114.379883
	Iteration 15F: 3 clusters Score -68946.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -256954.828125 Penalty: 1249.299561
	Iteration 0F: 2 clusters Score -256954.8 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 1077 members 
Entering Unmasked Estep 
Score: -254786.531250 Penalty: 2498.599121
	Iteration 0F: 3 clusters Score -254786.5 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -255423.578125 Penalty: 2498.599121
	Iteration 1F: 3 clusters Score -255423.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -255644.250000 Penalty: 2498.599121
	Iteration 2F: 3 clusters Score -255644.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -255805.984375 Penalty: 2498.599121
	Iteration 3F: 3 clusters Score -255806 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -255914.015625 Penalty: 2498.599121
	Iteration 4F: 3 clusters Score -255914 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -256015.265625 Penalty: 2498.599121
	Iteration 5Q: 3 clusters Score -256015.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -256101.328125 Penalty: 2498.599121
	Iteration 6Q: 3 clusters Score -256101.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -256159.140625 Penalty: 2498.599121
	Iteration 7Q: 3 clusters Score -256159.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -256189.453125 Penalty: 2498.599121
	Iteration 8Q: 3 clusters Score -256189.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -256220.390625 Penalty: 2498.599121
	Iteration 9Q: 3 clusters Score -256220.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -256238.937500 Penalty: 2498.599121
	Iteration 10Q: 3 clusters Score -256238.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -256254.296875 Penalty: 2498.599121
	Iteration 11Q: 3 clusters Score -256254.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -256268.484375 Penalty: 2498.599121
	Iteration 12Q: 3 clusters Score -256268.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -256276.906250 Penalty: 2498.599121
	Iteration 13Q: 3 clusters Score -256276.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -256282.968750 Penalty: 2498.599121
	Iteration 14Q: 3 clusters Score -256283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -256286.890625 Penalty: 2498.599121
	Iteration 15Q: 3 clusters Score -256286.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -256290.046875 Penalty: 2498.599121
	Iteration 16Q: 3 clusters Score -256290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -256291.468750 Penalty: 2498.599121
	Iteration 17Q: 3 clusters Score -256291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -256291.734375 Penalty: 2498.599121
	Iteration 18Q: 3 clusters Score -256291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -256291.734375 Penalty: 2498.599121
	Iteration 19F: 3 clusters Score -256291.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Entering Unmasked Estep 
Score: -2876163.500000 Penalty: 1633.427979
	Iteration 0F: 2 clusters Score -2876164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2860433.500000 Penalty: 3266.855957
	Iteration 0F: 3 clusters Score -2860434 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2866240.750000 Penalty: 3266.855957
	Iteration 1F: 3 clusters Score -2866241 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2866604.750000 Penalty: 3266.855957
	Iteration 2Q: 3 clusters Score -2866605 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2867003.250000 Penalty: 3266.855957
	Iteration 3Q: 3 clusters Score -2867003 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2867426.250000 Penalty: 3266.855957
	Iteration 4Q: 3 clusters Score -2867426 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2868004.000000 Penalty: 3266.855957
	Iteration 5Q: 3 clusters Score -2868004 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2868700.500000 Penalty: 3266.855957
	Iteration 6Q: 3 clusters Score -2868700 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2869562.000000 Penalty: 3266.855957
	Iteration 7F: 3 clusters Score -2869562 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2870576.000000 Penalty: 3266.855957
	Iteration 8F: 3 clusters Score -2870576 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2871485.750000 Penalty: 3266.855957
	Iteration 9F: 3 clusters Score -2871486 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2872148.250000 Penalty: 3266.855957
	Iteration 10F: 3 clusters Score -2872148 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2872535.250000 Penalty: 3266.855957
	Iteration 11Q: 3 clusters Score -2872535 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2872724.500000 Penalty: 3266.855957
	Iteration 12Q: 3 clusters Score -2872724 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2872843.250000 Penalty: 3266.855957
	Iteration 13Q: 3 clusters Score -2872843 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2872947.750000 Penalty: 3266.855957
	Iteration 14Q: 3 clusters Score -2872948 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2873036.250000 Penalty: 3266.855957
	Iteration 15Q: 3 clusters Score -2873036 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2873097.000000 Penalty: 3266.855957
	Iteration 16Q: 3 clusters Score -2873097 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2873145.750000 Penalty: 3266.855957
	Iteration 17Q: 3 clusters Score -2873146 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2873175.250000 Penalty: 3266.855957
	Iteration 18Q: 3 clusters Score -2873175 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2873222.250000 Penalty: 3266.855957
	Iteration 19Q: 3 clusters Score -2873222 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2873253.250000 Penalty: 3266.855957
	Iteration 20F: 3 clusters Score -2873253 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2873271.000000 Penalty: 3266.855957
	Iteration 21Q: 3 clusters Score -2873271 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2873300.500000 Penalty: 3266.855957
	Iteration 22Q: 3 clusters Score -2873300 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2873321.250000 Penalty: 3266.855957
	Iteration 23Q: 3 clusters Score -2873321 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2873347.000000 Penalty: 3266.855957
	Iteration 24Q: 3 clusters Score -2873347 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2873380.500000 Penalty: 3266.855957
	Iteration 25Q: 3 clusters Score -2873380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2873387.500000 Penalty: 3266.855957
	Iteration 26Q: 3 clusters Score -2873388 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2873404.000000 Penalty: 3266.855957
	Iteration 27Q: 3 clusters Score -2873404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2873409.500000 Penalty: 3266.855957
	Iteration 28Q: 3 clusters Score -2873410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2873419.750000 Penalty: 3266.855957
	Iteration 29Q: 3 clusters Score -2873420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2873422.000000 Penalty: 3266.855957
	Iteration 30Q: 3 clusters Score -2873422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2873439.500000 Penalty: 3266.855957
	Iteration 31Q: 3 clusters Score -2873440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2873445.000000 Penalty: 3266.855957
	Iteration 32Q: 3 clusters Score -2873445 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2873467.750000 Penalty: 3266.855957
	Iteration 33Q: 3 clusters Score -2873468 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2873485.250000 Penalty: 3266.855957
	Iteration 34Q: 3 clusters Score -2873485 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2873508.750000 Penalty: 3266.855957
	Iteration 35Q: 3 clusters Score -2873509 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2873532.750000 Penalty: 3266.855957
	Iteration 36Q: 3 clusters Score -2873533 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2873561.000000 Penalty: 3266.855957
	Iteration 37Q: 3 clusters Score -2873561 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2873575.500000 Penalty: 3266.855957
	Iteration 38Q: 3 clusters Score -2873576 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2873594.250000 Penalty: 3266.855957
	Iteration 39Q: 3 clusters Score -2873594 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2873610.000000 Penalty: 3266.855957
	Iteration 40F: 3 clusters Score -2873610 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2873634.000000 Penalty: 3266.855957
	Iteration 41Q: 3 clusters Score -2873634 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2873662.750000 Penalty: 3266.855957
	Iteration 42Q: 3 clusters Score -2873663 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2873684.500000 Penalty: 3266.855957
	Iteration 43Q: 3 clusters Score -2873684 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2873702.750000 Penalty: 3266.855957
	Iteration 44Q: 3 clusters Score -2873703 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2873721.000000 Penalty: 3266.855957
	Iteration 45Q: 3 clusters Score -2873721 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2873726.500000 Penalty: 3266.855957
	Iteration 46Q: 3 clusters Score -2873726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2873735.500000 Penalty: 3266.855957
	Iteration 47Q: 3 clusters Score -2873736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2873756.250000 Penalty: 3266.855957
	Iteration 48Q: 3 clusters Score -2873756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2873771.000000 Penalty: 3266.855957
	Iteration 49Q: 3 clusters Score -2873771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2873769.250000 Penalty: 3266.855957
	Iteration 50Q: 3 clusters Score -2873769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2873771.250000 Penalty: 3266.855957
	Iteration 51Q: 3 clusters Score -2873771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2873777.250000 Penalty: 3266.855957
	Iteration 52Q: 3 clusters Score -2873777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2873783.750000 Penalty: 3266.855957
	Iteration 53Q: 3 clusters Score -2873784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2873783.500000 Penalty: 3266.855957
	Iteration 54Q: 3 clusters Score -2873784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2873791.500000 Penalty: 3266.855957
	Iteration 55Q: 3 clusters Score -2873792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2873789.250000 Penalty: 3266.855957
	Iteration 56Q: 3 clusters Score -2873789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2873789.500000 Penalty: 3266.855957
	Iteration 57Q: 3 clusters Score -2873790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2873798.750000 Penalty: 3266.855957
	Iteration 58Q: 3 clusters Score -2873799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2873787.750000 Penalty: 3266.855957
	Iteration 59Q: 3 clusters Score -2873788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2873795.750000 Penalty: 3266.855957
	Iteration 60F: 3 clusters Score -2873796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2873797.000000 Penalty: 3266.855957
	Iteration 61Q: 3 clusters Score -2873797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2873796.250000 Penalty: 3266.855957
	Iteration 62Q: 3 clusters Score -2873796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2873802.000000 Penalty: 3266.855957
	Iteration 63Q: 3 clusters Score -2873802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2873809.500000 Penalty: 3266.855957
	Iteration 64Q: 3 clusters Score -2873810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2873803.250000 Penalty: 3266.855957
	Iteration 65Q: 3 clusters Score -2873803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2873811.250000 Penalty: 3266.855957
	Iteration 66Q: 3 clusters Score -2873811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2873810.750000 Penalty: 3266.855957
	Iteration 67Q: 3 clusters Score -2873811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2873808.500000 Penalty: 3266.855957
	Iteration 68Q: 3 clusters Score -2873808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2873808.250000 Penalty: 3266.855957
	Iteration 69Q: 3 clusters Score -2873808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2873807.000000 Penalty: 3266.855957
	Iteration 70Q: 3 clusters Score -2873807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2873804.750000 Penalty: 3266.855957
	Iteration 71Q: 3 clusters Score -2873805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2873805.750000 Penalty: 3266.855957
	Iteration 72Q: 3 clusters Score -2873806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2873805.250000 Penalty: 3266.855957
	Iteration 73Q: 3 clusters Score -2873805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2873808.000000 Penalty: 3266.855957
	Iteration 74Q: 3 clusters Score -2873808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2873804.750000 Penalty: 3266.855957
	Iteration 75Q: 3 clusters Score -2873805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2873802.750000 Penalty: 3266.855957
	Iteration 76Q: 3 clusters Score -2873803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2873801.500000 Penalty: 3266.855957
	Iteration 77Q: 3 clusters Score -2873802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2873801.750000 Penalty: 3266.855957
	Iteration 78Q: 3 clusters Score -2873802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2873799.750000 Penalty: 3266.855957
	Iteration 79Q: 3 clusters Score -2873800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2873803.500000 Penalty: 3266.855957
	Iteration 80F: 3 clusters Score -2873804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2873804.000000 Penalty: 3266.855957
	Iteration 81Q: 3 clusters Score -2873804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2873801.000000 Penalty: 3266.855957
	Iteration 82Q: 3 clusters Score -2873801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2873801.250000 Penalty: 3266.855957
	Iteration 83Q: 3 clusters Score -2873801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2873803.250000 Penalty: 3266.855957
	Iteration 84Q: 3 clusters Score -2873803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2873804.250000 Penalty: 3266.855957
	Iteration 85Q: 3 clusters Score -2873804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2873804.250000 Penalty: 3266.855957
	Iteration 86F: 3 clusters Score -2873804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Entering Unmasked Estep 
Score: -6310763.500000 Penalty: 1757.219727
	Iteration 0F: 2 clusters Score -6310764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -6278133.000000 Penalty: 3514.439453
	Iteration 0F: 3 clusters Score -6278133 nChanged 23297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -6291444.500000 Penalty: 3514.439453
	Iteration 1F: 3 clusters Score -6291444 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -6292218.000000 Penalty: 3514.439453
	Iteration 2Q: 3 clusters Score -6292218 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -6293300.500000 Penalty: 3514.439453
	Iteration 3F: 3 clusters Score -6293300 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -6295141.000000 Penalty: 3514.439453
	Iteration 4F: 3 clusters Score -6295141 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -6297911.500000 Penalty: 3514.439453
	Iteration 5F: 3 clusters Score -6297912 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -6301434.500000 Penalty: 3514.439453
	Iteration 6F: 3 clusters Score -6301434 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -6304744.500000 Penalty: 3514.439453
	Iteration 7F: 3 clusters Score -6304744 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -6306711.000000 Penalty: 3514.439453
	Iteration 8Q: 3 clusters Score -6306711 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -6307586.500000 Penalty: 3514.439453
	Iteration 9Q: 3 clusters Score -6307586 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -6308058.500000 Penalty: 3514.439453
	Iteration 10Q: 3 clusters Score -6308058 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -6308378.000000 Penalty: 3514.439453
	Iteration 11Q: 3 clusters Score -6308378 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -6308653.000000 Penalty: 3514.439453
	Iteration 12Q: 3 clusters Score -6308653 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -6308820.000000 Penalty: 3514.439453
	Iteration 13Q: 3 clusters Score -6308820 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -6308965.000000 Penalty: 3514.439453
	Iteration 14Q: 3 clusters Score -6308965 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -6309071.000000 Penalty: 3514.439453
	Iteration 15Q: 3 clusters Score -6309071 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -6309129.500000 Penalty: 3514.439453
	Iteration 16Q: 3 clusters Score -6309130 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -6309183.500000 Penalty: 3514.439453
	Iteration 17Q: 3 clusters Score -6309184 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6309236.000000 Penalty: 3514.439453
	Iteration 18Q: 3 clusters Score -6309236 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -6309279.000000 Penalty: 3514.439453
	Iteration 19Q: 3 clusters Score -6309279 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6309323.000000 Penalty: 3514.439453
	Iteration 20F: 3 clusters Score -6309323 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -6309350.000000 Penalty: 3514.439453
	Iteration 21Q: 3 clusters Score -6309350 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6309363.500000 Penalty: 3514.439453
	Iteration 22Q: 3 clusters Score -6309364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6309399.000000 Penalty: 3514.439453
	Iteration 23Q: 3 clusters Score -6309399 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6309398.000000 Penalty: 3514.439453
	Iteration 24Q: 3 clusters Score -6309398 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6309411.500000 Penalty: 3514.439453
	Iteration 25Q: 3 clusters Score -6309412 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6309438.500000 Penalty: 3514.439453
	Iteration 26Q: 3 clusters Score -6309438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6309439.000000 Penalty: 3514.439453
	Iteration 27Q: 3 clusters Score -6309439 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6309450.000000 Penalty: 3514.439453
	Iteration 28Q: 3 clusters Score -6309450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6309442.500000 Penalty: 3514.439453
	Iteration 29Q: 3 clusters Score -6309442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6309440.500000 Penalty: 3514.439453
	Iteration 30Q: 3 clusters Score -6309440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6309442.500000 Penalty: 3514.439453
	Iteration 31Q: 3 clusters Score -6309442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6309442.000000 Penalty: 3514.439453
	Iteration 32Q: 3 clusters Score -6309442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6309452.000000 Penalty: 3514.439453
	Iteration 33Q: 3 clusters Score -6309452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6309455.000000 Penalty: 3514.439453
	Iteration 34Q: 3 clusters Score -6309455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6309448.000000 Penalty: 3514.439453
	Iteration 35Q: 3 clusters Score -6309448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6309462.500000 Penalty: 3514.439453
	Iteration 36Q: 3 clusters Score -6309462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6309470.000000 Penalty: 3514.439453
	Iteration 37Q: 3 clusters Score -6309470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6309464.500000 Penalty: 3514.439453
	Iteration 38Q: 3 clusters Score -6309464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6309458.500000 Penalty: 3514.439453
	Iteration 39Q: 3 clusters Score -6309458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6309460.500000 Penalty: 3514.439453
	Iteration 40F: 3 clusters Score -6309460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6309462.000000 Penalty: 3514.439453
	Iteration 41Q: 3 clusters Score -6309462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6309453.500000 Penalty: 3514.439453
	Iteration 42Q: 3 clusters Score -6309454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6309454.500000 Penalty: 3514.439453
	Iteration 43Q: 3 clusters Score -6309454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6309453.500000 Penalty: 3514.439453
	Iteration 44Q: 3 clusters Score -6309454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6309466.000000 Penalty: 3514.439453
	Iteration 45Q: 3 clusters Score -6309466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6309474.000000 Penalty: 3514.439453
	Iteration 46Q: 3 clusters Score -6309474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6309488.000000 Penalty: 3514.439453
	Iteration 47Q: 3 clusters Score -6309488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6309492.500000 Penalty: 3514.439453
	Iteration 48Q: 3 clusters Score -6309492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6309503.000000 Penalty: 3514.439453
	Iteration 49Q: 3 clusters Score -6309503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6309498.500000 Penalty: 3514.439453
	Iteration 50Q: 3 clusters Score -6309498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6309506.500000 Penalty: 3514.439453
	Iteration 51Q: 3 clusters Score -6309506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6309502.000000 Penalty: 3514.439453
	Iteration 52Q: 3 clusters Score -6309502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6309504.000000 Penalty: 3514.439453
	Iteration 53Q: 3 clusters Score -6309504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6309506.500000 Penalty: 3514.439453
	Iteration 54Q: 3 clusters Score -6309506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6309520.000000 Penalty: 3514.439453
	Iteration 55Q: 3 clusters Score -6309520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6309512.000000 Penalty: 3514.439453
	Iteration 56Q: 3 clusters Score -6309512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6309519.500000 Penalty: 3514.439453
	Iteration 57Q: 3 clusters Score -6309520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6309520.500000 Penalty: 3514.439453
	Iteration 58Q: 3 clusters Score -6309520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6309522.000000 Penalty: 3514.439453
	Iteration 59Q: 3 clusters Score -6309522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6309523.500000 Penalty: 3514.439453
	Iteration 60F: 3 clusters Score -6309524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6309520.500000 Penalty: 3514.439453
	Iteration 61Q: 3 clusters Score -6309520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6309514.500000 Penalty: 3514.439453
	Iteration 62Q: 3 clusters Score -6309514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6309524.500000 Penalty: 3514.439453
	Iteration 63Q: 3 clusters Score -6309524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6309524.000000 Penalty: 3514.439453
	Iteration 64Q: 3 clusters Score -6309524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6309526.000000 Penalty: 3514.439453
	Iteration 65Q: 3 clusters Score -6309526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6309524.500000 Penalty: 3514.439453
	Iteration 66Q: 3 clusters Score -6309524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6309524.500000 Penalty: 3514.439453
	Iteration 67Q: 3 clusters Score -6309524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6309529.500000 Penalty: 3514.439453
	Iteration 68Q: 3 clusters Score -6309530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6309535.000000 Penalty: 3514.439453
	Iteration 69Q: 3 clusters Score -6309535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6309542.000000 Penalty: 3514.439453
	Iteration 70Q: 3 clusters Score -6309542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6309539.500000 Penalty: 3514.439453
	Iteration 71Q: 3 clusters Score -6309540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6309539.000000 Penalty: 3514.439453
	Iteration 72Q: 3 clusters Score -6309539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6309546.500000 Penalty: 3514.439453
	Iteration 73Q: 3 clusters Score -6309546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6309539.500000 Penalty: 3514.439453
	Iteration 74Q: 3 clusters Score -6309540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6309542.000000 Penalty: 3514.439453
	Iteration 75Q: 3 clusters Score -6309542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6309533.500000 Penalty: 3514.439453
	Iteration 76Q: 3 clusters Score -6309534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6309543.000000 Penalty: 3514.439453
	Iteration 77Q: 3 clusters Score -6309543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6309537.500000 Penalty: 3514.439453
	Iteration 78Q: 3 clusters Score -6309538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6309538.000000 Penalty: 3514.439453
	Iteration 79Q: 3 clusters Score -6309538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6309540.000000 Penalty: 3514.439453
	Iteration 80F: 3 clusters Score -6309540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6309540.500000 Penalty: 3514.439453
	Iteration 81Q: 3 clusters Score -6309540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6309540.000000 Penalty: 3514.439453
	Iteration 82Q: 3 clusters Score -6309540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6309540.000000 Penalty: 3514.439453
	Iteration 83F: 3 clusters Score -6309540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -581733.187500 Penalty: 1377.478027
	Iteration 0F: 2 clusters Score -581733.2 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 2443 members 
Entering Unmasked Estep 
Score: -577874.875000 Penalty: 2754.956055
	Iteration 0F: 3 clusters Score -577874.9 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -578952.375000 Penalty: 2754.956055
	Iteration 1F: 3 clusters Score -578952.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -579114.500000 Penalty: 2754.956055
	Iteration 2F: 3 clusters Score -579114.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -579228.875000 Penalty: 2754.956055
	Iteration 3Q: 3 clusters Score -579228.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -579323.562500 Penalty: 2754.956055
	Iteration 4Q: 3 clusters Score -579323.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -579408.187500 Penalty: 2754.956055
	Iteration 5Q: 3 clusters Score -579408.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -579470.750000 Penalty: 2754.956055
	Iteration 6Q: 3 clusters Score -579470.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -579522.312500 Penalty: 2754.956055
	Iteration 7Q: 3 clusters Score -579522.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -579578.875000 Penalty: 2754.956055
	Iteration 8Q: 3 clusters Score -579578.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -579627.562500 Penalty: 2754.956055
	Iteration 9Q: 3 clusters Score -579627.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -579690.875000 Penalty: 2754.956055
	Iteration 10Q: 3 clusters Score -579690.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -579747.875000 Penalty: 2754.956055
	Iteration 11Q: 3 clusters Score -579747.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -579798.375000 Penalty: 2754.956055
	Iteration 12Q: 3 clusters Score -579798.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -579853.000000 Penalty: 2754.956055
	Iteration 13Q: 3 clusters Score -579853 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -579909.500000 Penalty: 2754.956055
	Iteration 14Q: 3 clusters Score -579909.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -579960.875000 Penalty: 2754.956055
	Iteration 15Q: 3 clusters Score -579960.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -580008.125000 Penalty: 2754.956055
	Iteration 16Q: 3 clusters Score -580008.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -580045.437500 Penalty: 2754.956055
	Iteration 17Q: 3 clusters Score -580045.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -580084.125000 Penalty: 2754.956055
	Iteration 18Q: 3 clusters Score -580084.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -580118.687500 Penalty: 2754.956055
	Iteration 19Q: 3 clusters Score -580118.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -580153.625000 Penalty: 2754.956055
	Iteration 20F: 3 clusters Score -580153.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -580186.875000 Penalty: 2754.956055
	Iteration 21Q: 3 clusters Score -580186.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -580227.812500 Penalty: 2754.956055
	Iteration 22Q: 3 clusters Score -580227.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -580265.312500 Penalty: 2754.956055
	Iteration 23Q: 3 clusters Score -580265.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -580295.250000 Penalty: 2754.956055
	Iteration 24Q: 3 clusters Score -580295.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -580321.562500 Penalty: 2754.956055
	Iteration 25Q: 3 clusters Score -580321.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -580345.375000 Penalty: 2754.956055
	Iteration 26Q: 3 clusters Score -580345.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -580370.625000 Penalty: 2754.956055
	Iteration 27Q: 3 clusters Score -580370.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -580386.250000 Penalty: 2754.956055
	Iteration 28Q: 3 clusters Score -580386.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -580401.250000 Penalty: 2754.956055
	Iteration 29Q: 3 clusters Score -580401.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -580414.500000 Penalty: 2754.956055
	Iteration 30Q: 3 clusters Score -580414.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -580427.062500 Penalty: 2754.956055
	Iteration 31Q: 3 clusters Score -580427.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -580437.812500 Penalty: 2754.956055
	Iteration 32Q: 3 clusters Score -580437.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -580450.500000 Penalty: 2754.956055
	Iteration 33Q: 3 clusters Score -580450.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -580459.250000 Penalty: 2754.956055
	Iteration 34Q: 3 clusters Score -580459.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -580468.875000 Penalty: 2754.956055
	Iteration 35Q: 3 clusters Score -580468.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -580476.562500 Penalty: 2754.956055
	Iteration 36Q: 3 clusters Score -580476.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -580484.437500 Penalty: 2754.956055
	Iteration 37Q: 3 clusters Score -580484.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -580489.750000 Penalty: 2754.956055
	Iteration 38Q: 3 clusters Score -580489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -580493.125000 Penalty: 2754.956055
	Iteration 39Q: 3 clusters Score -580493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -580495.125000 Penalty: 2754.956055
	Iteration 40F: 3 clusters Score -580495.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -580499.062500 Penalty: 2754.956055
	Iteration 41Q: 3 clusters Score -580499.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -580504.250000 Penalty: 2754.956055
	Iteration 42Q: 3 clusters Score -580504.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -580509.500000 Penalty: 2754.956055
	Iteration 43Q: 3 clusters Score -580509.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -580515.250000 Penalty: 2754.956055
	Iteration 44Q: 3 clusters Score -580515.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -580517.875000 Penalty: 2754.956055
	Iteration 45Q: 3 clusters Score -580517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -580520.375000 Penalty: 2754.956055
	Iteration 46Q: 3 clusters Score -580520.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -580523.937500 Penalty: 2754.956055
	Iteration 47Q: 3 clusters Score -580523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -580526.687500 Penalty: 2754.956055
	Iteration 48Q: 3 clusters Score -580526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -580527.062500 Penalty: 2754.956055
	Iteration 49Q: 3 clusters Score -580527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -580526.625000 Penalty: 2754.956055
	Iteration 50Q: 3 clusters Score -580526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -580527.875000 Penalty: 2754.956055
	Iteration 51Q: 3 clusters Score -580527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -580527.875000 Penalty: 2754.956055
	Iteration 52F: 3 clusters Score -580527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Entering Unmasked Estep 
Score: -439637.500000 Penalty: 1334.586304
	Iteration 0F: 2 clusters Score -439637.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -436492.843750 Penalty: 2669.172607
	Iteration 0F: 3 clusters Score -436492.8 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -437321.562500 Penalty: 2669.172607
	Iteration 1F: 3 clusters Score -437321.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -437468.125000 Penalty: 2669.172607
	Iteration 2F: 3 clusters Score -437468.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -437570.593750 Penalty: 2669.172607
	Iteration 3Q: 3 clusters Score -437570.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -437652.187500 Penalty: 2669.172607
	Iteration 4Q: 3 clusters Score -437652.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -437739.187500 Penalty: 2669.172607
	Iteration 5Q: 3 clusters Score -437739.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -437805.656250 Penalty: 2669.172607
	Iteration 6Q: 3 clusters Score -437805.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -437892.093750 Penalty: 2669.172607
	Iteration 7Q: 3 clusters Score -437892.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -437968.687500 Penalty: 2669.172607
	Iteration 8Q: 3 clusters Score -437968.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -438032.125000 Penalty: 2669.172607
	Iteration 9Q: 3 clusters Score -438032.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -438094.000000 Penalty: 2669.172607
	Iteration 10Q: 3 clusters Score -438094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -438148.656250 Penalty: 2669.172607
	Iteration 11Q: 3 clusters Score -438148.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -438215.531250 Penalty: 2669.172607
	Iteration 12Q: 3 clusters Score -438215.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -438272.218750 Penalty: 2669.172607
	Iteration 13Q: 3 clusters Score -438272.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -438320.468750 Penalty: 2669.172607
	Iteration 14Q: 3 clusters Score -438320.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -438356.031250 Penalty: 2669.172607
	Iteration 15Q: 3 clusters Score -438356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -438393.031250 Penalty: 2669.172607
	Iteration 16Q: 3 clusters Score -438393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -438417.593750 Penalty: 2669.172607
	Iteration 17Q: 3 clusters Score -438417.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -438439.062500 Penalty: 2669.172607
	Iteration 18Q: 3 clusters Score -438439.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -438465.625000 Penalty: 2669.172607
	Iteration 19Q: 3 clusters Score -438465.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -438481.750000 Penalty: 2669.172607
	Iteration 20F: 3 clusters Score -438481.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -438494.875000 Penalty: 2669.172607
	Iteration 21Q: 3 clusters Score -438494.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -438504.750000 Penalty: 2669.172607
	Iteration 22Q: 3 clusters Score -438504.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -438512.531250 Penalty: 2669.172607
	Iteration 23Q: 3 clusters Score -438512.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -438518.406250 Penalty: 2669.172607
	Iteration 24Q: 3 clusters Score -438518.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -438525.218750 Penalty: 2669.172607
	Iteration 25Q: 3 clusters Score -438525.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -438535.156250 Penalty: 2669.172607
	Iteration 26Q: 3 clusters Score -438535.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -438539.875000 Penalty: 2669.172607
	Iteration 27Q: 3 clusters Score -438539.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -438547.687500 Penalty: 2669.172607
	Iteration 28Q: 3 clusters Score -438547.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -438554.656250 Penalty: 2669.172607
	Iteration 29Q: 3 clusters Score -438554.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -438559.718750 Penalty: 2669.172607
	Iteration 30Q: 3 clusters Score -438559.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -438565.031250 Penalty: 2669.172607
	Iteration 31Q: 3 clusters Score -438565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -438568.593750 Penalty: 2669.172607
	Iteration 32Q: 3 clusters Score -438568.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -438571.562500 Penalty: 2669.172607
	Iteration 33Q: 3 clusters Score -438571.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -438575.062500 Penalty: 2669.172607
	Iteration 34Q: 3 clusters Score -438575.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -438579.250000 Penalty: 2669.172607
	Iteration 35Q: 3 clusters Score -438579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -438581.687500 Penalty: 2669.172607
	Iteration 36Q: 3 clusters Score -438581.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -438584.187500 Penalty: 2669.172607
	Iteration 37Q: 3 clusters Score -438584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -438588.031250 Penalty: 2669.172607
	Iteration 38Q: 3 clusters Score -438588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -438592.843750 Penalty: 2669.172607
	Iteration 39Q: 3 clusters Score -438592.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -438599.812500 Penalty: 2669.172607
	Iteration 40F: 3 clusters Score -438599.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -438604.812500 Penalty: 2669.172607
	Iteration 41Q: 3 clusters Score -438604.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -438609.406250 Penalty: 2669.172607
	Iteration 42Q: 3 clusters Score -438609.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -438615.156250 Penalty: 2669.172607
	Iteration 43Q: 3 clusters Score -438615.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -438622.437500 Penalty: 2669.172607
	Iteration 44Q: 3 clusters Score -438622.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -438628.656250 Penalty: 2669.172607
	Iteration 45Q: 3 clusters Score -438628.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -438635.468750 Penalty: 2669.172607
	Iteration 46Q: 3 clusters Score -438635.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -438638.406250 Penalty: 2669.172607
	Iteration 47Q: 3 clusters Score -438638.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -438642.312500 Penalty: 2669.172607
	Iteration 48Q: 3 clusters Score -438642.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -438647.031250 Penalty: 2669.172607
	Iteration 49Q: 3 clusters Score -438647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -438652.375000 Penalty: 2669.172607
	Iteration 50Q: 3 clusters Score -438652.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -438656.125000 Penalty: 2669.172607
	Iteration 51Q: 3 clusters Score -438656.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -438660.500000 Penalty: 2669.172607
	Iteration 52Q: 3 clusters Score -438660.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -438663.593750 Penalty: 2669.172607
	Iteration 53Q: 3 clusters Score -438663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -438664.437500 Penalty: 2669.172607
	Iteration 54Q: 3 clusters Score -438664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -438666.437500 Penalty: 2669.172607
	Iteration 55Q: 3 clusters Score -438666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -438665.875000 Penalty: 2669.172607
	Iteration 56Q: 3 clusters Score -438665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -438666.312500 Penalty: 2669.172607
	Iteration 57Q: 3 clusters Score -438666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -438666.312500 Penalty: 2669.172607
	Iteration 58F: 3 clusters Score -438666.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -18630.570312 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -18630.57 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 137 members 
Entering Unmasked Estep 
Score: -17963.888672 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -17963.89 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18269.750000 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -18269.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18440.167969 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -18440.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18480.681641 Penalty: 1826.630249
	Iteration 3F: 3 clusters Score -18480.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18523.140625 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -18523.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18524.408203 Penalty: 1826.630249
	Iteration 5Q: 3 clusters Score -18524.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18524.408203 Penalty: 1826.630249
	Iteration 6F: 3 clusters Score -18524.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Entering Unmasked Estep 
Score: -731706.937500 Penalty: 1413.400024
	Iteration 0F: 2 clusters Score -731706.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -727100.000000 Penalty: 2826.800049
	Iteration 0F: 3 clusters Score -727100 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -728411.187500 Penalty: 2826.800049
	Iteration 1F: 3 clusters Score -728411.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -728624.875000 Penalty: 2826.800049
	Iteration 2F: 3 clusters Score -728624.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -728789.437500 Penalty: 2826.800049
	Iteration 3F: 3 clusters Score -728789.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -728946.625000 Penalty: 2826.800049
	Iteration 4Q: 3 clusters Score -728946.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -729091.062500 Penalty: 2826.800049
	Iteration 5Q: 3 clusters Score -729091.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -729220.562500 Penalty: 2826.800049
	Iteration 6Q: 3 clusters Score -729220.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -729340.375000 Penalty: 2826.800049
	Iteration 7Q: 3 clusters Score -729340.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -729482.000000 Penalty: 2826.800049
	Iteration 8Q: 3 clusters Score -729482 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -729613.562500 Penalty: 2826.800049
	Iteration 9Q: 3 clusters Score -729613.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -729731.562500 Penalty: 2826.800049
	Iteration 10Q: 3 clusters Score -729731.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -729846.625000 Penalty: 2826.800049
	Iteration 11Q: 3 clusters Score -729846.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -729947.812500 Penalty: 2826.800049
	Iteration 12Q: 3 clusters Score -729947.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -730031.750000 Penalty: 2826.800049
	Iteration 13Q: 3 clusters Score -730031.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -730107.125000 Penalty: 2826.800049
	Iteration 14Q: 3 clusters Score -730107.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -730189.500000 Penalty: 2826.800049
	Iteration 15Q: 3 clusters Score -730189.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -730253.625000 Penalty: 2826.800049
	Iteration 16Q: 3 clusters Score -730253.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -730308.125000 Penalty: 2826.800049
	Iteration 17Q: 3 clusters Score -730308.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -730354.250000 Penalty: 2826.800049
	Iteration 18Q: 3 clusters Score -730354.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -730378.250000 Penalty: 2826.800049
	Iteration 19Q: 3 clusters Score -730378.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -730401.687500 Penalty: 2826.800049
	Iteration 20F: 3 clusters Score -730401.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -730422.000000 Penalty: 2826.800049
	Iteration 21Q: 3 clusters Score -730422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -730433.062500 Penalty: 2826.800049
	Iteration 22Q: 3 clusters Score -730433.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -730437.187500 Penalty: 2826.800049
	Iteration 23Q: 3 clusters Score -730437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -730443.000000 Penalty: 2826.800049
	Iteration 24Q: 3 clusters Score -730443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -730450.187500 Penalty: 2826.800049
	Iteration 25Q: 3 clusters Score -730450.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -730454.000000 Penalty: 2826.800049
	Iteration 26Q: 3 clusters Score -730454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -730458.875000 Penalty: 2826.800049
	Iteration 27Q: 3 clusters Score -730458.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -730463.625000 Penalty: 2826.800049
	Iteration 28Q: 3 clusters Score -730463.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -730467.562500 Penalty: 2826.800049
	Iteration 29Q: 3 clusters Score -730467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -730468.187500 Penalty: 2826.800049
	Iteration 30Q: 3 clusters Score -730468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -730470.500000 Penalty: 2826.800049
	Iteration 31Q: 3 clusters Score -730470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -730470.375000 Penalty: 2826.800049
	Iteration 32Q: 3 clusters Score -730470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -730469.375000 Penalty: 2826.800049
	Iteration 33Q: 3 clusters Score -730469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -730469.375000 Penalty: 2826.800049
	Iteration 34F: 3 clusters Score -730469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Entering Unmasked Estep 
Score: -946301.062500 Penalty: 1453.510498
	Iteration 0F: 2 clusters Score -946301.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -940607.375000 Penalty: 2907.020996
	Iteration 0F: 3 clusters Score -940607.4 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -942261.750000 Penalty: 2907.020996
	Iteration 1F: 3 clusters Score -942261.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -942490.562500 Penalty: 2907.020996
	Iteration 2F: 3 clusters Score -942490.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -942690.312500 Penalty: 2907.020996
	Iteration 3F: 3 clusters Score -942690.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -942900.812500 Penalty: 2907.020996
	Iteration 4F: 3 clusters Score -942900.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -943114.062500 Penalty: 2907.020996
	Iteration 5F: 3 clusters Score -943114.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -943343.812500 Penalty: 2907.020996
	Iteration 6Q: 3 clusters Score -943343.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -943592.437500 Penalty: 2907.020996
	Iteration 7Q: 3 clusters Score -943592.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -943881.875000 Penalty: 2907.020996
	Iteration 8Q: 3 clusters Score -943881.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -944120.625000 Penalty: 2907.020996
	Iteration 9Q: 3 clusters Score -944120.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -944344.625000 Penalty: 2907.020996
	Iteration 10Q: 3 clusters Score -944344.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -944541.875000 Penalty: 2907.020996
	Iteration 11Q: 3 clusters Score -944541.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -944712.562500 Penalty: 2907.020996
	Iteration 12Q: 3 clusters Score -944712.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -944810.375000 Penalty: 2907.020996
	Iteration 13Q: 3 clusters Score -944810.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -944899.500000 Penalty: 2907.020996
	Iteration 14Q: 3 clusters Score -944899.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -944948.500000 Penalty: 2907.020996
	Iteration 15Q: 3 clusters Score -944948.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -944979.187500 Penalty: 2907.020996
	Iteration 16Q: 3 clusters Score -944979.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -944992.187500 Penalty: 2907.020996
	Iteration 17Q: 3 clusters Score -944992.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -945002.375000 Penalty: 2907.020996
	Iteration 18Q: 3 clusters Score -945002.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -945017.375000 Penalty: 2907.020996
	Iteration 19Q: 3 clusters Score -945017.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -945025.375000 Penalty: 2907.020996
	Iteration 20F: 3 clusters Score -945025.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -945029.750000 Penalty: 2907.020996
	Iteration 21Q: 3 clusters Score -945029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -945034.625000 Penalty: 2907.020996
	Iteration 22Q: 3 clusters Score -945034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -945041.437500 Penalty: 2907.020996
	Iteration 23Q: 3 clusters Score -945041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -945045.875000 Penalty: 2907.020996
	Iteration 24Q: 3 clusters Score -945045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -945048.562500 Penalty: 2907.020996
	Iteration 25Q: 3 clusters Score -945048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -945049.062500 Penalty: 2907.020996
	Iteration 26Q: 3 clusters Score -945049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -945049.062500 Penalty: 2907.020996
	Iteration 27Q: 3 clusters Score -945049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -945053.312500 Penalty: 2907.020996
	Iteration 28Q: 3 clusters Score -945053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -945055.562500 Penalty: 2907.020996
	Iteration 29Q: 3 clusters Score -945055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -945057.375000 Penalty: 2907.020996
	Iteration 30Q: 3 clusters Score -945057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -945059.875000 Penalty: 2907.020996
	Iteration 31Q: 3 clusters Score -945059.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -945059.875000 Penalty: 2907.020996
	Iteration 32F: 3 clusters Score -945059.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (88475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Entering Unmasked Estep 
Score: -11085107.000000 Penalty: 1850.952271
	Iteration 0F: 2 clusters Score -1.108511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -11027921.000000 Penalty: 3701.904541
	Iteration 0F: 3 clusters Score -1.102792e+07 nChanged 42349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -11052825.000000 Penalty: 3701.904541
	Iteration 1F: 3 clusters Score -1.105282e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -11053701.000000 Penalty: 3701.904541
	Iteration 2Q: 3 clusters Score -1.10537e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -11055093.000000 Penalty: 3701.904541
	Iteration 3Q: 3 clusters Score -1.105509e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -11057135.000000 Penalty: 3701.904541
	Iteration 4Q: 3 clusters Score -1.105714e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -11060246.000000 Penalty: 3701.904541
	Iteration 5F: 3 clusters Score -1.106025e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -11064965.000000 Penalty: 3701.904541
	Iteration 6F: 3 clusters Score -1.106496e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -11071091.000000 Penalty: 3701.904541
	Iteration 7F: 3 clusters Score -1.107109e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -11076713.000000 Penalty: 3701.904541
	Iteration 8F: 3 clusters Score -1.107671e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -11079940.000000 Penalty: 3701.904541
	Iteration 9Q: 3 clusters Score -1.107994e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85025 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -11081577.000000 Penalty: 3701.904541
	Iteration 10Q: 3 clusters Score -1.108158e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -11082382.000000 Penalty: 3701.904541
	Iteration 11Q: 3 clusters Score -1.108238e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11082934.000000 Penalty: 3701.904541
	Iteration 12Q: 3 clusters Score -1.108293e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11083172.000000 Penalty: 3701.904541
	Iteration 13Q: 3 clusters Score -1.108317e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11083316.000000 Penalty: 3701.904541
	Iteration 14Q: 3 clusters Score -1.108332e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11083426.000000 Penalty: 3701.904541
	Iteration 15Q: 3 clusters Score -1.108343e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87410 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11083529.000000 Penalty: 3701.904541
	Iteration 16Q: 3 clusters Score -1.108353e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11083562.000000 Penalty: 3701.904541
	Iteration 17Q: 3 clusters Score -1.108356e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11083584.000000 Penalty: 3701.904541
	Iteration 18Q: 3 clusters Score -1.108358e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11083593.000000 Penalty: 3701.904541
	Iteration 19Q: 3 clusters Score -1.108359e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87534 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11083603.000000 Penalty: 3701.904541
	Iteration 20F: 3 clusters Score -1.10836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11083622.000000 Penalty: 3701.904541
	Iteration 21Q: 3 clusters Score -1.108362e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11083634.000000 Penalty: 3701.904541
	Iteration 22Q: 3 clusters Score -1.108363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11083644.000000 Penalty: 3701.904541
	Iteration 23Q: 3 clusters Score -1.108364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87571 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11083642.000000 Penalty: 3701.904541
	Iteration 24Q: 3 clusters Score -1.108364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11083639.000000 Penalty: 3701.904541
	Iteration 25Q: 3 clusters Score -1.108364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87591 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11083652.000000 Penalty: 3701.904541
	Iteration 26Q: 3 clusters Score -1.108365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11083646.000000 Penalty: 3701.904541
	Iteration 27Q: 3 clusters Score -1.108365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87608 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11083655.000000 Penalty: 3701.904541
	Iteration 28Q: 3 clusters Score -1.108366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11083654.000000 Penalty: 3701.904541
	Iteration 29Q: 3 clusters Score -1.108365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11083664.000000 Penalty: 3701.904541
	Iteration 30Q: 3 clusters Score -1.108366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87615 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11083674.000000 Penalty: 3701.904541
	Iteration 31Q: 3 clusters Score -1.108367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11083671.000000 Penalty: 3701.904541
	Iteration 32Q: 3 clusters Score -1.108367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11083666.000000 Penalty: 3701.904541
	Iteration 33Q: 3 clusters Score -1.108367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87621 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11083668.000000 Penalty: 3701.904541
	Iteration 34Q: 3 clusters Score -1.108367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11083671.000000 Penalty: 3701.904541
	Iteration 35Q: 3 clusters Score -1.108367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11083673.000000 Penalty: 3701.904541
	Iteration 36Q: 3 clusters Score -1.108367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -11083677.000000 Penalty: 3701.904541
	Iteration 37Q: 3 clusters Score -1.108368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87628 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11083681.000000 Penalty: 3701.904541
	Iteration 38Q: 3 clusters Score -1.108368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11083676.000000 Penalty: 3701.904541
	Iteration 39Q: 3 clusters Score -1.108368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11083676.000000 Penalty: 3701.904541
	Iteration 40F: 3 clusters Score -1.108368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11083675.000000 Penalty: 3701.904541
	Iteration 41Q: 3 clusters Score -1.108368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11083677.000000 Penalty: 3701.904541
	Iteration 42Q: 3 clusters Score -1.108368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11083679.000000 Penalty: 3701.904541
	Iteration 43Q: 3 clusters Score -1.108368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11083677.000000 Penalty: 3701.904541
	Iteration 44Q: 3 clusters Score -1.108368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11083677.000000 Penalty: 3701.904541
	Iteration 45F: 3 clusters Score -1.108368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (100589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Entering Unmasked Estep 
Score: -12400189.000000 Penalty: 1871.804688
	Iteration 0F: 2 clusters Score -1.240019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -12334368.000000 Penalty: 3743.609375
	Iteration 0F: 3 clusters Score -1.233437e+07 nChanged 48053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -12361928.000000 Penalty: 3743.609375
	Iteration 1F: 3 clusters Score -1.236193e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -12362755.000000 Penalty: 3743.609375
	Iteration 2Q: 3 clusters Score -1.236276e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -12363848.000000 Penalty: 3743.609375
	Iteration 3Q: 3 clusters Score -1.236385e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -12365841.000000 Penalty: 3743.609375
	Iteration 4Q: 3 clusters Score -1.236584e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -12369198.000000 Penalty: 3743.609375
	Iteration 5F: 3 clusters Score -1.23692e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -12374654.000000 Penalty: 3743.609375
	Iteration 6F: 3 clusters Score -1.237465e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -12382911.000000 Penalty: 3743.609375
	Iteration 7F: 3 clusters Score -1.238291e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -12391140.000000 Penalty: 3743.609375
	Iteration 8F: 3 clusters Score -1.239114e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -12396078.000000 Penalty: 3743.609375
	Iteration 9F: 3 clusters Score -1.239608e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -12397826.000000 Penalty: 3743.609375
	Iteration 10Q: 3 clusters Score -1.239783e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -12398269.000000 Penalty: 3743.609375
	Iteration 11Q: 3 clusters Score -1.239827e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 100379 members 
Entering Unmasked Estep 
Score: -12398422.000000 Penalty: 3743.609375
	Iteration 12Q: 3 clusters Score -1.239842e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -12398475.000000 Penalty: 3743.609375
	Iteration 13Q: 3 clusters Score -1.239848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -12398515.000000 Penalty: 3743.609375
	Iteration 14Q: 3 clusters Score -1.239852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -12398544.000000 Penalty: 3743.609375
	Iteration 15Q: 3 clusters Score -1.239854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -12398546.000000 Penalty: 3743.609375
	Iteration 16Q: 3 clusters Score -1.239855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -12398546.000000 Penalty: 3743.609375
	Iteration 17Q: 3 clusters Score -1.239855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -12398546.000000 Penalty: 3743.609375
	Iteration 18F: 3 clusters Score -1.239855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -35185.210938 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -35185.21 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 180 members 
Entering Unmasked Estep 
Score: -34253.265625 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -34253.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34469.929688 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -34469.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34737.597656 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -34737.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34942.460938 Penalty: 1914.784302
	Iteration 3F: 3 clusters Score -34942.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35045.039062 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -35045.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35096.566406 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -35096.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35118.089844 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -35118.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35128.941406 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -35128.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35134.175781 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -35134.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35134.175781 Penalty: 1914.784302
	Iteration 9F: 3 clusters Score -35134.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Entering Unmasked Estep 
Score: -1158511.125000 Penalty: 1490.570557
	Iteration 0F: 2 clusters Score -1158511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1151709.750000 Penalty: 2981.141113
	Iteration 0F: 3 clusters Score -1151710 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1154215.625000 Penalty: 2981.141113
	Iteration 1F: 3 clusters Score -1154216 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1154835.875000 Penalty: 2981.141113
	Iteration 2F: 3 clusters Score -1154836 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1155447.750000 Penalty: 2981.141113
	Iteration 3F: 3 clusters Score -1155448 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1155993.250000 Penalty: 2981.141113
	Iteration 4F: 3 clusters Score -1155993 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1156442.250000 Penalty: 2981.141113
	Iteration 5F: 3 clusters Score -1156442 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1156756.250000 Penalty: 2981.141113
	Iteration 6F: 3 clusters Score -1156756 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1156946.750000 Penalty: 2981.141113
	Iteration 7Q: 3 clusters Score -1156947 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1157060.875000 Penalty: 2981.141113
	Iteration 8Q: 3 clusters Score -1157061 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1157123.375000 Penalty: 2981.141113
	Iteration 9Q: 3 clusters Score -1157123 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1157179.500000 Penalty: 2981.141113
	Iteration 10Q: 3 clusters Score -1157180 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1157222.000000 Penalty: 2981.141113
	Iteration 11Q: 3 clusters Score -1157222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1157265.250000 Penalty: 2981.141113
	Iteration 12Q: 3 clusters Score -1157265 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1157309.125000 Penalty: 2981.141113
	Iteration 13Q: 3 clusters Score -1157309 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1157355.000000 Penalty: 2981.141113
	Iteration 14Q: 3 clusters Score -1157355 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1157403.125000 Penalty: 2981.141113
	Iteration 15Q: 3 clusters Score -1157403 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1157442.375000 Penalty: 2981.141113
	Iteration 16Q: 3 clusters Score -1157442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1157495.000000 Penalty: 2981.141113
	Iteration 17Q: 3 clusters Score -1157495 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1157539.875000 Penalty: 2981.141113
	Iteration 18Q: 3 clusters Score -1157540 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1157568.125000 Penalty: 2981.141113
	Iteration 19Q: 3 clusters Score -1157568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1157594.750000 Penalty: 2981.141113
	Iteration 20F: 3 clusters Score -1157595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1157611.125000 Penalty: 2981.141113
	Iteration 21Q: 3 clusters Score -1157611 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1157632.000000 Penalty: 2981.141113
	Iteration 22Q: 3 clusters Score -1157632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1157650.500000 Penalty: 2981.141113
	Iteration 23Q: 3 clusters Score -1157650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1157660.375000 Penalty: 2981.141113
	Iteration 24Q: 3 clusters Score -1157660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1157668.875000 Penalty: 2981.141113
	Iteration 25Q: 3 clusters Score -1157669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1157670.500000 Penalty: 2981.141113
	Iteration 26Q: 3 clusters Score -1157670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1157672.750000 Penalty: 2981.141113
	Iteration 27Q: 3 clusters Score -1157673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1157672.875000 Penalty: 2981.141113
	Iteration 28Q: 3 clusters Score -1157673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1157675.250000 Penalty: 2981.141113
	Iteration 29Q: 3 clusters Score -1157675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1157676.625000 Penalty: 2981.141113
	Iteration 30Q: 3 clusters Score -1157677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1157676.875000 Penalty: 2981.141113
	Iteration 31Q: 3 clusters Score -1157677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1157679.125000 Penalty: 2981.141113
	Iteration 32Q: 3 clusters Score -1157679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1157679.375000 Penalty: 2981.141113
	Iteration 33Q: 3 clusters Score -1157679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1157681.250000 Penalty: 2981.141113
	Iteration 34Q: 3 clusters Score -1157681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1157683.625000 Penalty: 2981.141113
	Iteration 35Q: 3 clusters Score -1157684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1157686.500000 Penalty: 2981.141113
	Iteration 36Q: 3 clusters Score -1157686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1157686.000000 Penalty: 2981.141113
	Iteration 37Q: 3 clusters Score -1157686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1157684.375000 Penalty: 2981.141113
	Iteration 38Q: 3 clusters Score -1157684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1157687.250000 Penalty: 2981.141113
	Iteration 39Q: 3 clusters Score -1157687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1157684.125000 Penalty: 2981.141113
	Iteration 40F: 3 clusters Score -1157684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1157684.125000 Penalty: 2981.141113
	Iteration 41Q: 3 clusters Score -1157684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1157684.125000 Penalty: 2981.141113
	Iteration 42F: 3 clusters Score -1157684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -177966.390625 Penalty: 1196.635986
	Iteration 0F: 2 clusters Score -177966.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -176118.718750 Penalty: 2393.271973
	Iteration 0F: 3 clusters Score -176118.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -176458.843750 Penalty: 2393.271973
	Iteration 1F: 3 clusters Score -176458.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -176550.578125 Penalty: 2393.271973
	Iteration 2F: 3 clusters Score -176550.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -176606.593750 Penalty: 2393.271973
	Iteration 3Q: 3 clusters Score -176606.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -176652.484375 Penalty: 2393.271973
	Iteration 4Q: 3 clusters Score -176652.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -176690.734375 Penalty: 2393.271973
	Iteration 5Q: 3 clusters Score -176690.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -176724.843750 Penalty: 2393.271973
	Iteration 6Q: 3 clusters Score -176724.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -176754.390625 Penalty: 2393.271973
	Iteration 7Q: 3 clusters Score -176754.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -176769.031250 Penalty: 2393.271973
	Iteration 8Q: 3 clusters Score -176769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -176780.656250 Penalty: 2393.271973
	Iteration 9Q: 3 clusters Score -176780.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -176787.484375 Penalty: 2393.271973
	Iteration 10Q: 3 clusters Score -176787.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -176796.734375 Penalty: 2393.271973
	Iteration 11Q: 3 clusters Score -176796.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -176804.531250 Penalty: 2393.271973
	Iteration 12Q: 3 clusters Score -176804.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -176810.453125 Penalty: 2393.271973
	Iteration 13Q: 3 clusters Score -176810.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -176814.125000 Penalty: 2393.271973
	Iteration 14Q: 3 clusters Score -176814.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -176818.640625 Penalty: 2393.271973
	Iteration 15Q: 3 clusters Score -176818.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -176823.171875 Penalty: 2393.271973
	Iteration 16Q: 3 clusters Score -176823.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -176829.703125 Penalty: 2393.271973
	Iteration 17Q: 3 clusters Score -176829.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -176835.968750 Penalty: 2393.271973
	Iteration 18Q: 3 clusters Score -176836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -176847.218750 Penalty: 2393.271973
	Iteration 19Q: 3 clusters Score -176847.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -176853.437500 Penalty: 2393.271973
	Iteration 20F: 3 clusters Score -176853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -176854.484375 Penalty: 2393.271973
	Iteration 21Q: 3 clusters Score -176854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -176854.484375 Penalty: 2393.271973
	Iteration 22F: 3 clusters Score -176854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -199599.203125 Penalty: 1211.673950
	Iteration 0F: 2 clusters Score -199599.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -197707.828125 Penalty: 2423.347900
	Iteration 0F: 3 clusters Score -197707.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -198197.437500 Penalty: 2423.347900
	Iteration 1F: 3 clusters Score -198197.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -198345.734375 Penalty: 2423.347900
	Iteration 2F: 3 clusters Score -198345.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -198448.968750 Penalty: 2423.347900
	Iteration 3F: 3 clusters Score -198449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198533.000000 Penalty: 2423.347900
	Iteration 4Q: 3 clusters Score -198533 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -198616.828125 Penalty: 2423.347900
	Iteration 5Q: 3 clusters Score -198616.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -198706.718750 Penalty: 2423.347900
	Iteration 6Q: 3 clusters Score -198706.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198764.125000 Penalty: 2423.347900
	Iteration 7Q: 3 clusters Score -198764.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -198798.515625 Penalty: 2423.347900
	Iteration 8Q: 3 clusters Score -198798.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -198823.687500 Penalty: 2423.347900
	Iteration 9Q: 3 clusters Score -198823.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -198845.187500 Penalty: 2423.347900
	Iteration 10Q: 3 clusters Score -198845.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -198877.296875 Penalty: 2423.347900
	Iteration 11Q: 3 clusters Score -198877.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -198900.828125 Penalty: 2423.347900
	Iteration 12Q: 3 clusters Score -198900.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -198920.343750 Penalty: 2423.347900
	Iteration 13Q: 3 clusters Score -198920.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -198932.234375 Penalty: 2423.347900
	Iteration 14Q: 3 clusters Score -198932.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -198940.765625 Penalty: 2423.347900
	Iteration 15Q: 3 clusters Score -198940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -198948.015625 Penalty: 2423.347900
	Iteration 16Q: 3 clusters Score -198948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -198951.968750 Penalty: 2423.347900
	Iteration 17Q: 3 clusters Score -198952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -198955.046875 Penalty: 2423.347900
	Iteration 18Q: 3 clusters Score -198955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -198955.875000 Penalty: 2423.347900
	Iteration 19Q: 3 clusters Score -198955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -198956.125000 Penalty: 2423.347900
	Iteration 20F: 3 clusters Score -198956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -829625.625000 Penalty: 1435.390259
	Iteration 0F: 2 clusters Score -829625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -824490.875000 Penalty: 2870.780518
	Iteration 0F: 3 clusters Score -824490.9 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -826075.875000 Penalty: 2870.780518
	Iteration 1F: 3 clusters Score -826075.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -826291.625000 Penalty: 2870.780518
	Iteration 2F: 3 clusters Score -826291.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -826465.562500 Penalty: 2870.780518
	Iteration 3F: 3 clusters Score -826465.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -826599.750000 Penalty: 2870.780518
	Iteration 4Q: 3 clusters Score -826599.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -826724.750000 Penalty: 2870.780518
	Iteration 5Q: 3 clusters Score -826724.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -826846.500000 Penalty: 2870.780518
	Iteration 6Q: 3 clusters Score -826846.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -826973.562500 Penalty: 2870.780518
	Iteration 7Q: 3 clusters Score -826973.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -827093.937500 Penalty: 2870.780518
	Iteration 8Q: 3 clusters Score -827093.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -827203.437500 Penalty: 2870.780518
	Iteration 9Q: 3 clusters Score -827203.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -827325.437500 Penalty: 2870.780518
	Iteration 10Q: 3 clusters Score -827325.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -827459.312500 Penalty: 2870.780518
	Iteration 11Q: 3 clusters Score -827459.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -827589.250000 Penalty: 2870.780518
	Iteration 12Q: 3 clusters Score -827589.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -827720.687500 Penalty: 2870.780518
	Iteration 13Q: 3 clusters Score -827720.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -827819.062500 Penalty: 2870.780518
	Iteration 14Q: 3 clusters Score -827819.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -827881.187500 Penalty: 2870.780518
	Iteration 15Q: 3 clusters Score -827881.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -827937.500000 Penalty: 2870.780518
	Iteration 16Q: 3 clusters Score -827937.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -827971.687500 Penalty: 2870.780518
	Iteration 17Q: 3 clusters Score -827971.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -827996.750000 Penalty: 2870.780518
	Iteration 18Q: 3 clusters Score -827996.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -828013.875000 Penalty: 2870.780518
	Iteration 19Q: 3 clusters Score -828013.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -828032.562500 Penalty: 2870.780518
	Iteration 20F: 3 clusters Score -828032.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -828045.187500 Penalty: 2870.780518
	Iteration 21Q: 3 clusters Score -828045.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -828054.312500 Penalty: 2870.780518
	Iteration 22Q: 3 clusters Score -828054.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -828063.062500 Penalty: 2870.780518
	Iteration 23Q: 3 clusters Score -828063.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -828072.125000 Penalty: 2870.780518
	Iteration 24Q: 3 clusters Score -828072.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -828075.062500 Penalty: 2870.780518
	Iteration 25Q: 3 clusters Score -828075.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -828080.125000 Penalty: 2870.780518
	Iteration 26Q: 3 clusters Score -828080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -828084.625000 Penalty: 2870.780518
	Iteration 27Q: 3 clusters Score -828084.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -828091.250000 Penalty: 2870.780518
	Iteration 28Q: 3 clusters Score -828091.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -828097.187500 Penalty: 2870.780518
	Iteration 29Q: 3 clusters Score -828097.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -828102.187500 Penalty: 2870.780518
	Iteration 30Q: 3 clusters Score -828102.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -828105.062500 Penalty: 2870.780518
	Iteration 31Q: 3 clusters Score -828105.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -828107.375000 Penalty: 2870.780518
	Iteration 32Q: 3 clusters Score -828107.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -828110.375000 Penalty: 2870.780518
	Iteration 33Q: 3 clusters Score -828110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -828110.062500 Penalty: 2870.780518
	Iteration 34Q: 3 clusters Score -828110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -828112.000000 Penalty: 2870.780518
	Iteration 35Q: 3 clusters Score -828112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -828116.125000 Penalty: 2870.780518
	Iteration 36Q: 3 clusters Score -828116.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -828121.062500 Penalty: 2870.780518
	Iteration 37Q: 3 clusters Score -828121.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -828118.437500 Penalty: 2870.780518
	Iteration 38Q: 3 clusters Score -828118.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -828123.625000 Penalty: 2870.780518
	Iteration 39Q: 3 clusters Score -828123.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -828123.250000 Penalty: 2870.780518
	Iteration 40F: 3 clusters Score -828123.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -828125.437500 Penalty: 2870.780518
	Iteration 41Q: 3 clusters Score -828125.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -828127.000000 Penalty: 2870.780518
	Iteration 42Q: 3 clusters Score -828127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -828130.500000 Penalty: 2870.780518
	Iteration 43Q: 3 clusters Score -828130.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -828130.750000 Penalty: 2870.780518
	Iteration 44Q: 3 clusters Score -828130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -828132.875000 Penalty: 2870.780518
	Iteration 45Q: 3 clusters Score -828132.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -828135.312500 Penalty: 2870.780518
	Iteration 46Q: 3 clusters Score -828135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -828133.375000 Penalty: 2870.780518
	Iteration 47Q: 3 clusters Score -828133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -828135.375000 Penalty: 2870.780518
	Iteration 48Q: 3 clusters Score -828135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -828134.125000 Penalty: 2870.780518
	Iteration 49Q: 3 clusters Score -828134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -828133.812500 Penalty: 2870.780518
	Iteration 50Q: 3 clusters Score -828133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -828133.875000 Penalty: 2870.780518
	Iteration 51Q: 3 clusters Score -828133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -828133.875000 Penalty: 2870.780518
	Iteration 52F: 3 clusters Score -828133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -148255.265625 Penalty: 1164.643677
	Iteration 0F: 2 clusters Score -148255.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -146617.390625 Penalty: 2329.287354
	Iteration 0F: 3 clusters Score -146617.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -146967.578125 Penalty: 2329.287354
	Iteration 1F: 3 clusters Score -146967.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -147069.046875 Penalty: 2329.287354
	Iteration 2F: 3 clusters Score -147069 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -147138.578125 Penalty: 2329.287354
	Iteration 3Q: 3 clusters Score -147138.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -147207.828125 Penalty: 2329.287354
	Iteration 4Q: 3 clusters Score -147207.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -147277.890625 Penalty: 2329.287354
	Iteration 5Q: 3 clusters Score -147277.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147343.515625 Penalty: 2329.287354
	Iteration 6Q: 3 clusters Score -147343.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -147418.281250 Penalty: 2329.287354
	Iteration 7Q: 3 clusters Score -147418.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -147488.890625 Penalty: 2329.287354
	Iteration 8Q: 3 clusters Score -147488.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -147537.062500 Penalty: 2329.287354
	Iteration 9Q: 3 clusters Score -147537.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -147562.640625 Penalty: 2329.287354
	Iteration 10Q: 3 clusters Score -147562.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -147593.609375 Penalty: 2329.287354
	Iteration 11Q: 3 clusters Score -147593.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -147611.781250 Penalty: 2329.287354
	Iteration 12Q: 3 clusters Score -147611.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -147626.921875 Penalty: 2329.287354
	Iteration 13Q: 3 clusters Score -147626.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147636.343750 Penalty: 2329.287354
	Iteration 14Q: 3 clusters Score -147636.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -147658.812500 Penalty: 2329.287354
	Iteration 15Q: 3 clusters Score -147658.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147667.515625 Penalty: 2329.287354
	Iteration 16Q: 3 clusters Score -147667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -147670.156250 Penalty: 2329.287354
	Iteration 17Q: 3 clusters Score -147670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -147671.968750 Penalty: 2329.287354
	Iteration 18Q: 3 clusters Score -147672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -147674.765625 Penalty: 2329.287354
	Iteration 19Q: 3 clusters Score -147674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -147676.250000 Penalty: 2329.287354
	Iteration 20F: 3 clusters Score -147676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -147676.875000 Penalty: 2329.287354
	Iteration 21Q: 3 clusters Score -147676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -147678.234375 Penalty: 2329.287354
	Iteration 22Q: 3 clusters Score -147678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -147678.546875 Penalty: 2329.287354
	Iteration 23Q: 3 clusters Score -147678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -147678.546875 Penalty: 2329.287354
	Iteration 24F: 3 clusters Score -147678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -12877.975586 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -12877.98 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 76 members 
Entering Unmasked Estep 
Score: -12266.406250 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -12266.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12361.348633 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -12361.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12375.958984 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -12375.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12377.897461 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -12377.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12377.897461 Penalty: 1645.343384
	Iteration 4F: 3 clusters Score -12377.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -266691.281250 Penalty: 1257.433472
	Iteration 0F: 2 clusters Score -266691.3 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 1102 members 
Entering Unmasked Estep 
Score: -264335.312500 Penalty: 2514.866943
	Iteration 0F: 3 clusters Score -264335.3 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -264879.156250 Penalty: 2514.866943
	Iteration 1F: 3 clusters Score -264879.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -265023.593750 Penalty: 2514.866943
	Iteration 2F: 3 clusters Score -265023.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -265106.750000 Penalty: 2514.866943
	Iteration 3F: 3 clusters Score -265106.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -265191.906250 Penalty: 2514.866943
	Iteration 4Q: 3 clusters Score -265191.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -265262.437500 Penalty: 2514.866943
	Iteration 5Q: 3 clusters Score -265262.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -265327.093750 Penalty: 2514.866943
	Iteration 6Q: 3 clusters Score -265327.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -265371.562500 Penalty: 2514.866943
	Iteration 7Q: 3 clusters Score -265371.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -265407.875000 Penalty: 2514.866943
	Iteration 8Q: 3 clusters Score -265407.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -265441.250000 Penalty: 2514.866943
	Iteration 9Q: 3 clusters Score -265441.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -265462.656250 Penalty: 2514.866943
	Iteration 10Q: 3 clusters Score -265462.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -265484.500000 Penalty: 2514.866943
	Iteration 11Q: 3 clusters Score -265484.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -265501.406250 Penalty: 2514.866943
	Iteration 12Q: 3 clusters Score -265501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -265511.156250 Penalty: 2514.866943
	Iteration 13Q: 3 clusters Score -265511.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -265515.812500 Penalty: 2514.866943
	Iteration 14Q: 3 clusters Score -265515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -265521.437500 Penalty: 2514.866943
	Iteration 15Q: 3 clusters Score -265521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -265525.906250 Penalty: 2514.866943
	Iteration 16Q: 3 clusters Score -265525.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -265533.156250 Penalty: 2514.866943
	Iteration 17Q: 3 clusters Score -265533.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -265540.000000 Penalty: 2514.866943
	Iteration 18Q: 3 clusters Score -265540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -265545.875000 Penalty: 2514.866943
	Iteration 19Q: 3 clusters Score -265545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -265548.250000 Penalty: 2514.866943
	Iteration 20F: 3 clusters Score -265548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -265549.468750 Penalty: 2514.866943
	Iteration 21Q: 3 clusters Score -265549.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -265551.250000 Penalty: 2514.866943
	Iteration 22Q: 3 clusters Score -265551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -265552.343750 Penalty: 2514.866943
	Iteration 23Q: 3 clusters Score -265552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -265552.531250 Penalty: 2514.866943
	Iteration 24Q: 3 clusters Score -265552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -265553.312500 Penalty: 2514.866943
	Iteration 25Q: 3 clusters Score -265553.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -265553.312500 Penalty: 2514.866943
	Iteration 26F: 3 clusters Score -265553.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Entering Unmasked Estep 
Score: -6186252.500000 Penalty: 1753.451904
	Iteration 0F: 2 clusters Score -6186252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -6154509.500000 Penalty: 3506.903809
	Iteration 0F: 3 clusters Score -6154510 nChanged 22640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -6167255.500000 Penalty: 3506.903809
	Iteration 1F: 3 clusters Score -6167256 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -6168137.500000 Penalty: 3506.903809
	Iteration 2Q: 3 clusters Score -6168138 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -6169414.500000 Penalty: 3506.903809
	Iteration 3F: 3 clusters Score -6169414 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -6171335.000000 Penalty: 3506.903809
	Iteration 4F: 3 clusters Score -6171335 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -6174288.500000 Penalty: 3506.903809
	Iteration 5F: 3 clusters Score -6174288 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -6177729.500000 Penalty: 3506.903809
	Iteration 6F: 3 clusters Score -6177730 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -6180679.000000 Penalty: 3506.903809
	Iteration 7F: 3 clusters Score -6180679 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -6182523.000000 Penalty: 3506.903809
	Iteration 8Q: 3 clusters Score -6182523 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -6183495.500000 Penalty: 3506.903809
	Iteration 9Q: 3 clusters Score -6183496 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -6184067.000000 Penalty: 3506.903809
	Iteration 10Q: 3 clusters Score -6184067 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -6184384.000000 Penalty: 3506.903809
	Iteration 11Q: 3 clusters Score -6184384 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -6184587.500000 Penalty: 3506.903809
	Iteration 12Q: 3 clusters Score -6184588 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -6184718.000000 Penalty: 3506.903809
	Iteration 13Q: 3 clusters Score -6184718 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -6184796.000000 Penalty: 3506.903809
	Iteration 14Q: 3 clusters Score -6184796 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6184876.000000 Penalty: 3506.903809
	Iteration 15Q: 3 clusters Score -6184876 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -6184902.000000 Penalty: 3506.903809
	Iteration 16Q: 3 clusters Score -6184902 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -6184940.000000 Penalty: 3506.903809
	Iteration 17Q: 3 clusters Score -6184940 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -6184987.500000 Penalty: 3506.903809
	Iteration 18Q: 3 clusters Score -6184988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -6185021.000000 Penalty: 3506.903809
	Iteration 19Q: 3 clusters Score -6185021 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -6185023.000000 Penalty: 3506.903809
	Iteration 20F: 3 clusters Score -6185023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -6185034.500000 Penalty: 3506.903809
	Iteration 21Q: 3 clusters Score -6185034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -6185044.500000 Penalty: 3506.903809
	Iteration 22Q: 3 clusters Score -6185044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -6185034.500000 Penalty: 3506.903809
	Iteration 23Q: 3 clusters Score -6185034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -6185033.500000 Penalty: 3506.903809
	Iteration 24Q: 3 clusters Score -6185034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -6185030.000000 Penalty: 3506.903809
	Iteration 25Q: 3 clusters Score -6185030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -6185032.000000 Penalty: 3506.903809
	Iteration 26Q: 3 clusters Score -6185032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -6185044.000000 Penalty: 3506.903809
	Iteration 27Q: 3 clusters Score -6185044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -6185037.500000 Penalty: 3506.903809
	Iteration 28Q: 3 clusters Score -6185038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -6185041.500000 Penalty: 3506.903809
	Iteration 29Q: 3 clusters Score -6185042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -6185048.500000 Penalty: 3506.903809
	Iteration 30Q: 3 clusters Score -6185048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -6185046.000000 Penalty: 3506.903809
	Iteration 31Q: 3 clusters Score -6185046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -6185052.000000 Penalty: 3506.903809
	Iteration 32Q: 3 clusters Score -6185052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -6185050.500000 Penalty: 3506.903809
	Iteration 33Q: 3 clusters Score -6185050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -6185046.000000 Penalty: 3506.903809
	Iteration 34Q: 3 clusters Score -6185046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -6185045.500000 Penalty: 3506.903809
	Iteration 35Q: 3 clusters Score -6185046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -6185048.000000 Penalty: 3506.903809
	Iteration 36Q: 3 clusters Score -6185048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -6185049.500000 Penalty: 3506.903809
	Iteration 37Q: 3 clusters Score -6185050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -6185049.000000 Penalty: 3506.903809
	Iteration 38Q: 3 clusters Score -6185049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -6185053.500000 Penalty: 3506.903809
	Iteration 39Q: 3 clusters Score -6185054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -6185054.000000 Penalty: 3506.903809
	Iteration 40F: 3 clusters Score -6185054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -6185051.000000 Penalty: 3506.903809
	Iteration 41Q: 3 clusters Score -6185051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -6185062.000000 Penalty: 3506.903809
	Iteration 42Q: 3 clusters Score -6185062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -6185062.500000 Penalty: 3506.903809
	Iteration 43Q: 3 clusters Score -6185062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -6185053.500000 Penalty: 3506.903809
	Iteration 44Q: 3 clusters Score -6185054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -6185048.500000 Penalty: 3506.903809
	Iteration 45Q: 3 clusters Score -6185048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -6185055.000000 Penalty: 3506.903809
	Iteration 46Q: 3 clusters Score -6185055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -6185045.000000 Penalty: 3506.903809
	Iteration 47Q: 3 clusters Score -6185045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -6185056.000000 Penalty: 3506.903809
	Iteration 48Q: 3 clusters Score -6185056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -6185055.500000 Penalty: 3506.903809
	Iteration 49Q: 3 clusters Score -6185056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -6185061.500000 Penalty: 3506.903809
	Iteration 50Q: 3 clusters Score -6185062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -6185058.500000 Penalty: 3506.903809
	Iteration 51Q: 3 clusters Score -6185058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -6185065.500000 Penalty: 3506.903809
	Iteration 52Q: 3 clusters Score -6185066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -6185062.000000 Penalty: 3506.903809
	Iteration 53Q: 3 clusters Score -6185062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -6185062.000000 Penalty: 3506.903809
	Iteration 54F: 3 clusters Score -6185062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -400025.875000 Penalty: 1321.708008
	Iteration 0F: 2 clusters Score -400025.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -397060.656250 Penalty: 2643.416016
	Iteration 0F: 3 clusters Score -397060.7 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -397746.031250 Penalty: 2643.416016
	Iteration 1F: 3 clusters Score -397746 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -397891.968750 Penalty: 2643.416016
	Iteration 2F: 3 clusters Score -397892 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -398003.593750 Penalty: 2643.416016
	Iteration 3F: 3 clusters Score -398003.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -398108.312500 Penalty: 2643.416016
	Iteration 4Q: 3 clusters Score -398108.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -398221.062500 Penalty: 2643.416016
	Iteration 5Q: 3 clusters Score -398221.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -398367.812500 Penalty: 2643.416016
	Iteration 6Q: 3 clusters Score -398367.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -398545.937500 Penalty: 2643.416016
	Iteration 7F: 3 clusters Score -398545.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -398748.000000 Penalty: 2643.416016
	Iteration 8F: 3 clusters Score -398748 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -398953.406250 Penalty: 2643.416016
	Iteration 9F: 3 clusters Score -398953.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -399178.093750 Penalty: 2643.416016
	Iteration 10Q: 3 clusters Score -399178.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -399404.687500 Penalty: 2643.416016
	Iteration 11F: 3 clusters Score -399404.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -399538.125000 Penalty: 2643.416016
	Iteration 12Q: 3 clusters Score -399538.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -399610.625000 Penalty: 2643.416016
	Iteration 13Q: 3 clusters Score -399610.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -399648.468750 Penalty: 2643.416016
	Iteration 14Q: 3 clusters Score -399648.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -399663.656250 Penalty: 2643.416016
	Iteration 15Q: 3 clusters Score -399663.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -399676.312500 Penalty: 2643.416016
	Iteration 16Q: 3 clusters Score -399676.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -399681.718750 Penalty: 2643.416016
	Iteration 17Q: 3 clusters Score -399681.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -399685.031250 Penalty: 2643.416016
	Iteration 18Q: 3 clusters Score -399685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -399687.687500 Penalty: 2643.416016
	Iteration 19Q: 3 clusters Score -399687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -399687.406250 Penalty: 2643.416016
	Iteration 20F: 3 clusters Score -399687.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -237694.375000 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -237694.4 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 1021 members 
Entering Unmasked Estep 
Score: -235559.531250 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -235559.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -236076.718750 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -236076.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -236212.828125 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -236212.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -236314.453125 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -236314.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -236392.859375 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -236392.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -236465.140625 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -236465.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -236524.109375 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -236524.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -236558.750000 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -236558.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -236586.515625 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -236586.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -236611.359375 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -236611.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -236634.000000 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -236634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -236650.093750 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -236650.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -236662.703125 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -236662.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -236670.703125 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -236670.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -236677.328125 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -236677.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -236685.515625 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -236685.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -236693.156250 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -236693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -236699.046875 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -236699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -236705.265625 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -236705.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -236712.453125 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -236712.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -236720.031250 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -236720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -236727.578125 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -236727.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -236733.015625 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -236733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -236738.234375 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -236738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -236738.968750 Penalty: 2478.001221
	Iteration 24Q: 3 clusters Score -236739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -236741.218750 Penalty: 2478.001221
	Iteration 25Q: 3 clusters Score -236741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -236742.484375 Penalty: 2478.001221
	Iteration 26Q: 3 clusters Score -236742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236748.406250 Penalty: 2478.001221
	Iteration 27Q: 3 clusters Score -236748.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -236753.078125 Penalty: 2478.001221
	Iteration 28Q: 3 clusters Score -236753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -236757.031250 Penalty: 2478.001221
	Iteration 29Q: 3 clusters Score -236757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -236758.468750 Penalty: 2478.001221
	Iteration 30Q: 3 clusters Score -236758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -236759.828125 Penalty: 2478.001221
	Iteration 31Q: 3 clusters Score -236759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -236760.390625 Penalty: 2478.001221
	Iteration 32Q: 3 clusters Score -236760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -236761.000000 Penalty: 2478.001221
	Iteration 33Q: 3 clusters Score -236761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -236764.187500 Penalty: 2478.001221
	Iteration 34Q: 3 clusters Score -236764.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -236770.093750 Penalty: 2478.001221
	Iteration 35Q: 3 clusters Score -236770.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -236772.859375 Penalty: 2478.001221
	Iteration 36Q: 3 clusters Score -236772.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -236776.500000 Penalty: 2478.001221
	Iteration 37Q: 3 clusters Score -236776.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -236780.640625 Penalty: 2478.001221
	Iteration 38Q: 3 clusters Score -236780.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -236786.281250 Penalty: 2478.001221
	Iteration 39Q: 3 clusters Score -236786.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -236795.343750 Penalty: 2478.001221
	Iteration 40F: 3 clusters Score -236795.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -236807.906250 Penalty: 2478.001221
	Iteration 41Q: 3 clusters Score -236807.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -236824.171875 Penalty: 2478.001221
	Iteration 42Q: 3 clusters Score -236824.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -236840.062500 Penalty: 2478.001221
	Iteration 43Q: 3 clusters Score -236840.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -236860.359375 Penalty: 2478.001221
	Iteration 44Q: 3 clusters Score -236860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -236873.328125 Penalty: 2478.001221
	Iteration 45Q: 3 clusters Score -236873.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -236886.125000 Penalty: 2478.001221
	Iteration 46Q: 3 clusters Score -236886.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -236898.984375 Penalty: 2478.001221
	Iteration 47Q: 3 clusters Score -236899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -236909.640625 Penalty: 2478.001221
	Iteration 48Q: 3 clusters Score -236909.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -236924.031250 Penalty: 2478.001221
	Iteration 49Q: 3 clusters Score -236924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -236938.265625 Penalty: 2478.001221
	Iteration 50Q: 3 clusters Score -236938.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -236944.218750 Penalty: 2478.001221
	Iteration 51Q: 3 clusters Score -236944.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -236950.906250 Penalty: 2478.001221
	Iteration 52Q: 3 clusters Score -236950.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -236958.859375 Penalty: 2478.001221
	Iteration 53Q: 3 clusters Score -236958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -236960.843750 Penalty: 2478.001221
	Iteration 54Q: 3 clusters Score -236960.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -236967.328125 Penalty: 2478.001221
	Iteration 55Q: 3 clusters Score -236967.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -236976.437500 Penalty: 2478.001221
	Iteration 56Q: 3 clusters Score -236976.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -236991.281250 Penalty: 2478.001221
	Iteration 57Q: 3 clusters Score -236991.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -237002.093750 Penalty: 2478.001221
	Iteration 58Q: 3 clusters Score -237002.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -237018.062500 Penalty: 2478.001221
	Iteration 59Q: 3 clusters Score -237018.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -237041.921875 Penalty: 2478.001221
	Iteration 60F: 3 clusters Score -237041.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -237058.812500 Penalty: 2478.001221
	Iteration 61Q: 3 clusters Score -237058.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -237079.296875 Penalty: 2478.001221
	Iteration 62Q: 3 clusters Score -237079.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -237098.046875 Penalty: 2478.001221
	Iteration 63Q: 3 clusters Score -237098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -237117.062500 Penalty: 2478.001221
	Iteration 64Q: 3 clusters Score -237117.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -237136.312500 Penalty: 2478.001221
	Iteration 65Q: 3 clusters Score -237136.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -237149.796875 Penalty: 2478.001221
	Iteration 66Q: 3 clusters Score -237149.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -237156.015625 Penalty: 2478.001221
	Iteration 67Q: 3 clusters Score -237156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -237162.718750 Penalty: 2478.001221
	Iteration 68Q: 3 clusters Score -237162.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -237172.406250 Penalty: 2478.001221
	Iteration 69Q: 3 clusters Score -237172.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -237183.078125 Penalty: 2478.001221
	Iteration 70Q: 3 clusters Score -237183.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -237191.593750 Penalty: 2478.001221
	Iteration 71Q: 3 clusters Score -237191.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -237203.218750 Penalty: 2478.001221
	Iteration 72Q: 3 clusters Score -237203.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -237209.093750 Penalty: 2478.001221
	Iteration 73Q: 3 clusters Score -237209.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -237210.906250 Penalty: 2478.001221
	Iteration 74Q: 3 clusters Score -237210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -237211.796875 Penalty: 2478.001221
	Iteration 75Q: 3 clusters Score -237211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -237213.328125 Penalty: 2478.001221
	Iteration 76Q: 3 clusters Score -237213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -237214.562500 Penalty: 2478.001221
	Iteration 77Q: 3 clusters Score -237214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -237215.031250 Penalty: 2478.001221
	Iteration 78Q: 3 clusters Score -237215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -237215.968750 Penalty: 2478.001221
	Iteration 79Q: 3 clusters Score -237216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -237216.062500 Penalty: 2478.001221
	Iteration 80F: 3 clusters Score -237216.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -3988.741211 Penalty: 718.061584
	Iteration 0F: 2 clusters Score -3988.741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3536.541260 Penalty: 1436.123169
	Iteration 0F: 3 clusters Score -3536.541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Entering Unmasked Estep 
Score: -1112159.375000 Penalty: 1483.765381
	Iteration 0F: 2 clusters Score -1112159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1105505.250000 Penalty: 2967.530762
	Iteration 0F: 3 clusters Score -1105505 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1107599.750000 Penalty: 2967.530762
	Iteration 1F: 3 clusters Score -1107600 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1107818.750000 Penalty: 2967.530762
	Iteration 2F: 3 clusters Score -1107819 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1107956.750000 Penalty: 2967.530762
	Iteration 3Q: 3 clusters Score -1107957 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1108094.375000 Penalty: 2967.530762
	Iteration 4Q: 3 clusters Score -1108094 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1108248.000000 Penalty: 2967.530762
	Iteration 5Q: 3 clusters Score -1108248 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1108456.000000 Penalty: 2967.530762
	Iteration 6Q: 3 clusters Score -1108456 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1108711.000000 Penalty: 2967.530762
	Iteration 7Q: 3 clusters Score -1108711 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1109006.250000 Penalty: 2967.530762
	Iteration 8Q: 3 clusters Score -1109006 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1109319.375000 Penalty: 2967.530762
	Iteration 9Q: 3 clusters Score -1109319 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1109650.625000 Penalty: 2967.530762
	Iteration 10Q: 3 clusters Score -1109651 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1110002.125000 Penalty: 2967.530762
	Iteration 11Q: 3 clusters Score -1110002 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1110341.125000 Penalty: 2967.530762
	Iteration 12Q: 3 clusters Score -1110341 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1110610.375000 Penalty: 2967.530762
	Iteration 13Q: 3 clusters Score -1110610 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1110761.625000 Penalty: 2967.530762
	Iteration 14Q: 3 clusters Score -1110762 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1110840.500000 Penalty: 2967.530762
	Iteration 15Q: 3 clusters Score -1110840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1110902.250000 Penalty: 2967.530762
	Iteration 16Q: 3 clusters Score -1110902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1110930.875000 Penalty: 2967.530762
	Iteration 17Q: 3 clusters Score -1110931 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1110947.250000 Penalty: 2967.530762
	Iteration 18Q: 3 clusters Score -1110947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1110955.750000 Penalty: 2967.530762
	Iteration 19Q: 3 clusters Score -1110956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1110965.375000 Penalty: 2967.530762
	Iteration 20F: 3 clusters Score -1110965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1110966.750000 Penalty: 2967.530762
	Iteration 21Q: 3 clusters Score -1110967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1110970.375000 Penalty: 2967.530762
	Iteration 22Q: 3 clusters Score -1110970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1110971.375000 Penalty: 2967.530762
	Iteration 23Q: 3 clusters Score -1110971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1110976.250000 Penalty: 2967.530762
	Iteration 24Q: 3 clusters Score -1110976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1110974.750000 Penalty: 2967.530762
	Iteration 25Q: 3 clusters Score -1110975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1110974.750000 Penalty: 2967.530762
	Iteration 26F: 3 clusters Score -1110975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -20899.679688 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -20899.68 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 112 members 
Entering Unmasked Estep 
Score: -20152.357422 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -20152.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20204.828125 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -20204.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20221.275391 Penalty: 1740.890625
	Iteration 2Q: 3 clusters Score -20221.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20225.031250 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -20225.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20225.031250 Penalty: 1740.890625
	Iteration 4F: 3 clusters Score -20225.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -33055.269531 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -33055.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32139.949219 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -32139.95 nChanged 82
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: -32321.363281 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -32321.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32398.333984 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -32398.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32449.572266 Penalty: 1911.173340
	Iteration 3F: 3 clusters Score -32449.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32483.324219 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -32483.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32519.052734 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -32519.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32549.210938 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -32549.21 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: -32566.960938 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -32566.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32573.517578 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -32573.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32576.218750 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -32576.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32578.230469 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -32578.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32596.589844 Penalty: 1911.173340
	Iteration 11Q: 3 clusters Score -32596.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32601.654297 Penalty: 1911.173340
	Iteration 12Q: 3 clusters Score -32601.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32604.093750 Penalty: 1911.173340
	Iteration 13Q: 3 clusters Score -32604.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32617.802734 Penalty: 1911.173340
	Iteration 14Q: 3 clusters Score -32617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32617.802734 Penalty: 1911.173340
	Iteration 15F: 3 clusters Score -32617.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (94946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Entering Unmasked Estep 
Score: -11886465.000000 Penalty: 1862.422852
	Iteration 0F: 2 clusters Score -1.188646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -11825934.000000 Penalty: 3724.845703
	Iteration 0F: 3 clusters Score -1.182593e+07 nChanged 45393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -11852397.000000 Penalty: 3724.845703
	Iteration 1F: 3 clusters Score -1.18524e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -11853589.000000 Penalty: 3724.845703
	Iteration 2Q: 3 clusters Score -1.185359e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -11855368.000000 Penalty: 3724.845703
	Iteration 3Q: 3 clusters Score -1.185537e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -11858101.000000 Penalty: 3724.845703
	Iteration 4F: 3 clusters Score -1.18581e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -11862156.000000 Penalty: 3724.845703
	Iteration 5F: 3 clusters Score -1.186216e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -11866744.000000 Penalty: 3724.845703
	Iteration 6F: 3 clusters Score -1.186674e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -11870719.000000 Penalty: 3724.845703
	Iteration 7F: 3 clusters Score -1.187072e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -11873289.000000 Penalty: 3724.845703
	Iteration 8F: 3 clusters Score -1.187329e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -11874797.000000 Penalty: 3724.845703
	Iteration 9Q: 3 clusters Score -1.18748e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -11875474.000000 Penalty: 3724.845703
	Iteration 10Q: 3 clusters Score -1.187547e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -11875841.000000 Penalty: 3724.845703
	Iteration 11Q: 3 clusters Score -1.187584e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -11876124.000000 Penalty: 3724.845703
	Iteration 12Q: 3 clusters Score -1.187612e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -11876366.000000 Penalty: 3724.845703
	Iteration 13Q: 3 clusters Score -1.187637e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -11876616.000000 Penalty: 3724.845703
	Iteration 14Q: 3 clusters Score -1.187662e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -11876990.000000 Penalty: 3724.845703
	Iteration 15Q: 3 clusters Score -1.187699e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -11877399.000000 Penalty: 3724.845703
	Iteration 16Q: 3 clusters Score -1.18774e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -11877942.000000 Penalty: 3724.845703
	Iteration 17Q: 3 clusters Score -1.187794e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -11878480.000000 Penalty: 3724.845703
	Iteration 18Q: 3 clusters Score -1.187848e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -11879983.000000 Penalty: 3724.845703
	Iteration 19Q: 3 clusters Score -1.187998e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -11881188.000000 Penalty: 3724.845703
	Iteration 20F: 3 clusters Score -1.188119e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -11882423.000000 Penalty: 3724.845703
	Iteration 21Q: 3 clusters Score -1.188242e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -11883403.000000 Penalty: 3724.845703
	Iteration 22Q: 3 clusters Score -1.18834e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -11884053.000000 Penalty: 3724.845703
	Iteration 23Q: 3 clusters Score -1.188405e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -11884434.000000 Penalty: 3724.845703
	Iteration 24Q: 3 clusters Score -1.188443e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -11884664.000000 Penalty: 3724.845703
	Iteration 25Q: 3 clusters Score -1.188466e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -11884837.000000 Penalty: 3724.845703
	Iteration 26Q: 3 clusters Score -1.188484e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -11884930.000000 Penalty: 3724.845703
	Iteration 27Q: 3 clusters Score -1.188493e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11885018.000000 Penalty: 3724.845703
	Iteration 28Q: 3 clusters Score -1.188502e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11885027.000000 Penalty: 3724.845703
	Iteration 29Q: 3 clusters Score -1.188503e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11885051.000000 Penalty: 3724.845703
	Iteration 30Q: 3 clusters Score -1.188505e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11885039.000000 Penalty: 3724.845703
	Iteration 31Q: 3 clusters Score -1.188504e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11885071.000000 Penalty: 3724.845703
	Iteration 32Q: 3 clusters Score -1.188507e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11885072.000000 Penalty: 3724.845703
	Iteration 33Q: 3 clusters Score -1.188507e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94344 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11885069.000000 Penalty: 3724.845703
	Iteration 34Q: 3 clusters Score -1.188507e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11885081.000000 Penalty: 3724.845703
	Iteration 35Q: 3 clusters Score -1.188508e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94401 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11885092.000000 Penalty: 3724.845703
	Iteration 36Q: 3 clusters Score -1.188509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -11885096.000000 Penalty: 3724.845703
	Iteration 37Q: 3 clusters Score -1.18851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11885090.000000 Penalty: 3724.845703
	Iteration 38Q: 3 clusters Score -1.188509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11885094.000000 Penalty: 3724.845703
	Iteration 39Q: 3 clusters Score -1.188509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11885093.000000 Penalty: 3724.845703
	Iteration 40F: 3 clusters Score -1.188509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11885089.000000 Penalty: 3724.845703
	Iteration 41Q: 3 clusters Score -1.188509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11885089.000000 Penalty: 3724.845703
	Iteration 42Q: 3 clusters Score -1.188509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94485 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11885114.000000 Penalty: 3724.845703
	Iteration 43Q: 3 clusters Score -1.188511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94489 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11885117.000000 Penalty: 3724.845703
	Iteration 44Q: 3 clusters Score -1.188512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11885112.000000 Penalty: 3724.845703
	Iteration 45Q: 3 clusters Score -1.188511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11885110.000000 Penalty: 3724.845703
	Iteration 46Q: 3 clusters Score -1.188511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11885123.000000 Penalty: 3724.845703
	Iteration 47Q: 3 clusters Score -1.188512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11885121.000000 Penalty: 3724.845703
	Iteration 48Q: 3 clusters Score -1.188512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11885125.000000 Penalty: 3724.845703
	Iteration 49Q: 3 clusters Score -1.188512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11885117.000000 Penalty: 3724.845703
	Iteration 50Q: 3 clusters Score -1.188512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94507 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11885127.000000 Penalty: 3724.845703
	Iteration 51Q: 3 clusters Score -1.188513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94510 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11885126.000000 Penalty: 3724.845703
	Iteration 52Q: 3 clusters Score -1.188513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94510 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11885126.000000 Penalty: 3724.845703
	Iteration 53F: 3 clusters Score -1.188513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (40834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Entering Unmasked Estep 
Score: -5040055.000000 Penalty: 1725.306396
	Iteration 0F: 2 clusters Score -5040055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -5012680.500000 Penalty: 3450.612793
	Iteration 0F: 3 clusters Score -5012680 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -5023494.000000 Penalty: 3450.612793
	Iteration 1F: 3 clusters Score -5023494 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -5024105.500000 Penalty: 3450.612793
	Iteration 2Q: 3 clusters Score -5024106 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -5025007.500000 Penalty: 3450.612793
	Iteration 3F: 3 clusters Score -5025008 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -5026502.000000 Penalty: 3450.612793
	Iteration 4F: 3 clusters Score -5026502 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -5028816.500000 Penalty: 3450.612793
	Iteration 5F: 3 clusters Score -5028816 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -5032019.000000 Penalty: 3450.612793
	Iteration 6F: 3 clusters Score -5032019 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -5035177.000000 Penalty: 3450.612793
	Iteration 7F: 3 clusters Score -5035177 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -5037152.500000 Penalty: 3450.612793
	Iteration 8Q: 3 clusters Score -5037152 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -5037977.000000 Penalty: 3450.612793
	Iteration 9Q: 3 clusters Score -5037977 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -5038273.000000 Penalty: 3450.612793
	Iteration 10Q: 3 clusters Score -5038273 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5038382.000000 Penalty: 3450.612793
	Iteration 11Q: 3 clusters Score -5038382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5038433.000000 Penalty: 3450.612793
	Iteration 12Q: 3 clusters Score -5038433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -5038460.000000 Penalty: 3450.612793
	Iteration 13Q: 3 clusters Score -5038460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -5038471.500000 Penalty: 3450.612793
	Iteration 14Q: 3 clusters Score -5038472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5038487.000000 Penalty: 3450.612793
	Iteration 15Q: 3 clusters Score -5038487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5038488.000000 Penalty: 3450.612793
	Iteration 16Q: 3 clusters Score -5038488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5038493.000000 Penalty: 3450.612793
	Iteration 17Q: 3 clusters Score -5038493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5038493.000000 Penalty: 3450.612793
	Iteration 18F: 3 clusters Score -5038493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -168871.593750 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -168871.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -167101.171875 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -167101.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -167562.015625 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -167562 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -167841.718750 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -167841.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -168107.968750 Penalty: 2378.740723
	Iteration 3F: 3 clusters Score -168108 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -168328.000000 Penalty: 2378.740723
	Iteration 4F: 3 clusters Score -168328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -168502.984375 Penalty: 2378.740723
	Iteration 5F: 3 clusters Score -168503 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168617.000000 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -168617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168664.875000 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -168664.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -168705.156250 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -168705.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -168754.984375 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -168755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -168772.234375 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -168772.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -168781.171875 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -168781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168784.390625 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -168784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -168787.609375 Penalty: 2378.740723
	Iteration 13Q: 3 clusters Score -168787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168793.250000 Penalty: 2378.740723
	Iteration 14Q: 3 clusters Score -168793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -168803.609375 Penalty: 2378.740723
	Iteration 15Q: 3 clusters Score -168803.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -168815.609375 Penalty: 2378.740723
	Iteration 16Q: 3 clusters Score -168815.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -168825.859375 Penalty: 2378.740723
	Iteration 17Q: 3 clusters Score -168825.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -168833.859375 Penalty: 2378.740723
	Iteration 18Q: 3 clusters Score -168833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -168836.968750 Penalty: 2378.740723
	Iteration 19Q: 3 clusters Score -168837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -168838.750000 Penalty: 2378.740723
	Iteration 20F: 3 clusters Score -168838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -168840.359375 Penalty: 2378.740723
	Iteration 21Q: 3 clusters Score -168840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -168841.203125 Penalty: 2378.740723
	Iteration 22Q: 3 clusters Score -168841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -168841.812500 Penalty: 2378.740723
	Iteration 23Q: 3 clusters Score -168841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -168842.421875 Penalty: 2378.740723
	Iteration 24Q: 3 clusters Score -168842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -168842.421875 Penalty: 2378.740723
	Iteration 25F: 3 clusters Score -168842.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -10930.336914 Penalty: 837.409912
	Iteration 0F: 2 clusters Score -10930.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10398.765625 Penalty: 1674.819824
	Iteration 0F: 3 clusters Score -10398.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10545.363281 Penalty: 1674.819824
	Iteration 1F: 3 clusters Score -10545.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10631.248047 Penalty: 1674.819824
	Iteration 2F: 3 clusters Score -10631.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10655.441406 Penalty: 1674.819824
	Iteration 3Q: 3 clusters Score -10655.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10655.441406 Penalty: 1674.819824
	Iteration 4F: 3 clusters Score -10655.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 30937 members 
Mstep: Class 3 contains 94274 members 
Mstep: Class 4 contains 97541 members 
Mstep: Class 5 contains 86125 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11214 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23199 members 
Mstep: Class 13 contains 49695 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3688 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5990 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 88475 members 
Mstep: Class 20 contains 100589 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9631 members 
Mstep: Class 23 contains 1578 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48556 members 
Mstep: Class 30 contains 3407 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9236 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94946 members 
Mstep: Class 37 contains 40834 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235216.000000 Penalty: 84243.031250
Iteration 479Q: 39 clusters Score -1.022352e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 30912 members 
Mstep: Class 3 contains 94198 members 
Mstep: Class 4 contains 97553 members 
Mstep: Class 5 contains 86125 members 
Mstep: Class 6 contains 3593 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11215 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23180 members 
Mstep: Class 13 contains 49696 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5994 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 88604 members 
Mstep: Class 20 contains 100706 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9626 members 
Mstep: Class 23 contains 1578 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6854 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48524 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9227 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94958 members 
Mstep: Class 37 contains 40726 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234792.000000 Penalty: 84243.031250
Iteration 480F: 39 clusters Score -1.022348e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 30894 members 
Mstep: Class 3 contains 94094 members 
Mstep: Class 4 contains 97630 members 
Mstep: Class 5 contains 86147 members 
Mstep: Class 6 contains 3593 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11213 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 49698 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 3690 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5997 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 88693 members 
Mstep: Class 20 contains 100793 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9625 members 
Mstep: Class 23 contains 1578 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6848 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 48484 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9221 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94981 members 
Mstep: Class 37 contains 40613 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234712.000000 Penalty: 84243.031250
Iteration 481Q: 39 clusters Score -1.022347e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 30865 members 
Mstep: Class 3 contains 94000 members 
Mstep: Class 4 contains 97681 members 
Mstep: Class 5 contains 86136 members 
Mstep: Class 6 contains 3595 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11213 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23158 members 
Mstep: Class 13 contains 49699 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6003 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 88806 members 
Mstep: Class 20 contains 100895 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9622 members 
Mstep: Class 23 contains 1578 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6839 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 48451 members 
Mstep: Class 30 contains 3407 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9216 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 94999 members 
Mstep: Class 37 contains 40511 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234520.000000 Penalty: 84243.031250
Iteration 482Q: 39 clusters Score -1.022345e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 30846 members 
Mstep: Class 3 contains 93881 members 
Mstep: Class 4 contains 97729 members 
Mstep: Class 5 contains 86140 members 
Mstep: Class 6 contains 3595 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23148 members 
Mstep: Class 13 contains 49702 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5997 members 
Mstep: Class 18 contains 7668 members 
Mstep: Class 19 contains 88917 members 
Mstep: Class 20 contains 100998 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9616 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6837 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2292 members 
Mstep: Class 29 contains 48416 members 
Mstep: Class 30 contains 3406 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9209 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95015 members 
Mstep: Class 37 contains 40427 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234280.000000 Penalty: 84243.031250
Iteration 483Q: 39 clusters Score -1.022343e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 30830 members 
Mstep: Class 3 contains 93775 members 
Mstep: Class 4 contains 97750 members 
Mstep: Class 5 contains 86113 members 
Mstep: Class 6 contains 3592 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 23146 members 
Mstep: Class 13 contains 49708 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 3693 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 89044 members 
Mstep: Class 20 contains 101111 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9614 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6833 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 158 members 
Mstep: Class 28 contains 2292 members 
Mstep: Class 29 contains 48384 members 
Mstep: Class 30 contains 3407 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9200 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95016 members 
Mstep: Class 37 contains 40351 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234304.000000 Penalty: 84243.031250
Iteration 484Q: 39 clusters Score -1.022343e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 30810 members 
Mstep: Class 3 contains 93634 members 
Mstep: Class 4 contains 97853 members 
Mstep: Class 5 contains 86094 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 23147 members 
Mstep: Class 13 contains 49710 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 7665 members 
Mstep: Class 19 contains 89145 members 
Mstep: Class 20 contains 101206 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9618 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 6829 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2292 members 
Mstep: Class 29 contains 48350 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95023 members 
Mstep: Class 37 contains 40265 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233992.000000 Penalty: 84243.031250
Iteration 485Q: 39 clusters Score -1.02234e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 30794 members 
Mstep: Class 3 contains 93505 members 
Mstep: Class 4 contains 97944 members 
Mstep: Class 5 contains 86083 members 
Mstep: Class 6 contains 3592 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 23148 members 
Mstep: Class 13 contains 49715 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5991 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 89220 members 
Mstep: Class 20 contains 101309 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9619 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 6826 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2292 members 
Mstep: Class 29 contains 48316 members 
Mstep: Class 30 contains 3409 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9192 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95032 members 
Mstep: Class 37 contains 40172 members 
Mstep: Class 38 contains 1510 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233792.000000 Penalty: 84243.031250
Iteration 486Q: 39 clusters Score -1.022338e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 30776 members 
Mstep: Class 3 contains 93401 members 
Mstep: Class 4 contains 98063 members 
Mstep: Class 5 contains 86084 members 
Mstep: Class 6 contains 3588 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11228 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 23149 members 
Mstep: Class 13 contains 49715 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5994 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 89288 members 
Mstep: Class 20 contains 101369 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9616 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2291 members 
Mstep: Class 29 contains 48283 members 
Mstep: Class 30 contains 3409 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9189 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95050 members 
Mstep: Class 37 contains 40074 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233616.000000 Penalty: 84243.031250
Iteration 487Q: 39 clusters Score -1.022336e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 30763 members 
Mstep: Class 3 contains 93308 members 
Mstep: Class 4 contains 98152 members 
Mstep: Class 5 contains 86073 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11228 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 23148 members 
Mstep: Class 13 contains 49714 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 89385 members 
Mstep: Class 20 contains 101425 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9613 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 6818 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2291 members 
Mstep: Class 29 contains 48265 members 
Mstep: Class 30 contains 3410 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9184 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95054 members 
Mstep: Class 37 contains 39971 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233312.000000 Penalty: 84243.031250
Iteration 488Q: 39 clusters Score -1.022333e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 30734 members 
Mstep: Class 3 contains 93230 members 
Mstep: Class 4 contains 98216 members 
Mstep: Class 5 contains 86063 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 11232 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 23153 members 
Mstep: Class 13 contains 49710 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6000 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 89506 members 
Mstep: Class 20 contains 101470 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9612 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 6817 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2292 members 
Mstep: Class 29 contains 48249 members 
Mstep: Class 30 contains 3410 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9180 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95059 members 
Mstep: Class 37 contains 39866 members 
Mstep: Class 38 contains 1509 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233240.000000 Penalty: 84243.031250
Iteration 489Q: 39 clusters Score -1.022332e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 30715 members 
Mstep: Class 3 contains 93141 members 
Mstep: Class 4 contains 98272 members 
Mstep: Class 5 contains 86043 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 11231 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 23158 members 
Mstep: Class 13 contains 49710 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 89645 members 
Mstep: Class 20 contains 101526 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9612 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 6817 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 48226 members 
Mstep: Class 30 contains 3409 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9177 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95072 members 
Mstep: Class 37 contains 39753 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233288.000000 Penalty: 84243.031250
Iteration 490Q: 39 clusters Score -1.022333e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 30696 members 
Mstep: Class 3 contains 93054 members 
Mstep: Class 4 contains 98319 members 
Mstep: Class 5 contains 86033 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 23152 members 
Mstep: Class 13 contains 49722 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6005 members 
Mstep: Class 18 contains 7656 members 
Mstep: Class 19 contains 89747 members 
Mstep: Class 20 contains 101612 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9612 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 6820 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48198 members 
Mstep: Class 30 contains 3409 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9173 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95085 members 
Mstep: Class 37 contains 39641 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232936.000000 Penalty: 84243.031250
Iteration 491Q: 39 clusters Score -1.022329e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 30680 members 
Mstep: Class 3 contains 92961 members 
Mstep: Class 4 contains 98367 members 
Mstep: Class 5 contains 86009 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 11240 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 23141 members 
Mstep: Class 13 contains 49731 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6009 members 
Mstep: Class 18 contains 7655 members 
Mstep: Class 19 contains 89827 members 
Mstep: Class 20 contains 101720 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9612 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 6821 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 48166 members 
Mstep: Class 30 contains 3410 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9171 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95098 members 
Mstep: Class 37 contains 39558 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233088.000000 Penalty: 84243.031250
Iteration 492Q: 39 clusters Score -1.022331e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 30660 members 
Mstep: Class 3 contains 92825 members 
Mstep: Class 4 contains 98413 members 
Mstep: Class 5 contains 85996 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 23141 members 
Mstep: Class 13 contains 49743 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6010 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 89905 members 
Mstep: Class 20 contains 101861 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9608 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 6820 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 48143 members 
Mstep: Class 30 contains 3412 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9171 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95099 members 
Mstep: Class 37 contains 39469 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232928.000000 Penalty: 84243.031250
Iteration 493Q: 39 clusters Score -1.022329e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 30643 members 
Mstep: Class 3 contains 92672 members 
Mstep: Class 4 contains 98446 members 
Mstep: Class 5 contains 85976 members 
Mstep: Class 6 contains 3592 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 23143 members 
Mstep: Class 13 contains 49747 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 90002 members 
Mstep: Class 20 contains 102026 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9610 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 6819 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2292 members 
Mstep: Class 29 contains 48127 members 
Mstep: Class 30 contains 3412 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9169 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95108 members 
Mstep: Class 37 contains 39361 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232680.000000 Penalty: 84243.031250
Iteration 494Q: 39 clusters Score -1.022327e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 30615 members 
Mstep: Class 3 contains 92565 members 
Mstep: Class 4 contains 98474 members 
Mstep: Class 5 contains 85950 members 
Mstep: Class 6 contains 3595 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 23142 members 
Mstep: Class 13 contains 49748 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6016 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 90090 members 
Mstep: Class 20 contains 102164 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9614 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 6819 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2291 members 
Mstep: Class 29 contains 48118 members 
Mstep: Class 30 contains 3412 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9169 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95117 members 
Mstep: Class 37 contains 39263 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232360.000000 Penalty: 84243.031250
Iteration 495Q: 39 clusters Score -1.022324e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 30594 members 
Mstep: Class 3 contains 92444 members 
Mstep: Class 4 contains 98491 members 
Mstep: Class 5 contains 85940 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 11235 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 23145 members 
Mstep: Class 13 contains 49755 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6016 members 
Mstep: Class 18 contains 7651 members 
Mstep: Class 19 contains 90177 members 
Mstep: Class 20 contains 102295 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9615 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 6819 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2290 members 
Mstep: Class 29 contains 48114 members 
Mstep: Class 30 contains 3412 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9169 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95112 members 
Mstep: Class 37 contains 39180 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232144.000000 Penalty: 84243.031250
Iteration 496Q: 39 clusters Score -1.022321e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 30569 members 
Mstep: Class 3 contains 92354 members 
Mstep: Class 4 contains 98496 members 
Mstep: Class 5 contains 85904 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 23147 members 
Mstep: Class 13 contains 49758 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 90252 members 
Mstep: Class 20 contains 102433 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9615 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 6819 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2290 members 
Mstep: Class 29 contains 48113 members 
Mstep: Class 30 contains 3411 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95108 members 
Mstep: Class 37 contains 39111 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231992.000000 Penalty: 84243.031250
Iteration 497Q: 39 clusters Score -1.02232e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 30552 members 
Mstep: Class 3 contains 92243 members 
Mstep: Class 4 contains 98550 members 
Mstep: Class 5 contains 85879 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 23146 members 
Mstep: Class 13 contains 49763 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 90295 members 
Mstep: Class 20 contains 102565 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9617 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 6819 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2289 members 
Mstep: Class 29 contains 48108 members 
Mstep: Class 30 contains 3411 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9165 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95107 members 
Mstep: Class 37 contains 39029 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232088.000000 Penalty: 84243.031250
Iteration 498Q: 39 clusters Score -1.022321e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 30533 members 
Mstep: Class 3 contains 92158 members 
Mstep: Class 4 contains 98598 members 
Mstep: Class 5 contains 85853 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 23141 members 
Mstep: Class 13 contains 49768 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6014 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 90323 members 
Mstep: Class 20 contains 102685 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9624 members 
Mstep: Class 23 contains 1576 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 6819 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2289 members 
Mstep: Class 29 contains 48101 members 
Mstep: Class 30 contains 3415 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9160 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95110 members 
Mstep: Class 37 contains 38955 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232008.000000 Penalty: 84243.031250
Iteration 499Q: 39 clusters Score -1.02232e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 30517 members 
Mstep: Class 3 contains 92078 members 
Mstep: Class 4 contains 98661 members 
Mstep: Class 5 contains 85834 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 23133 members 
Mstep: Class 13 contains 49768 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 3707 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 6013 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 90339 members 
Mstep: Class 20 contains 102793 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9626 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 6820 members 
Mstep: Class 26 contains 1296 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 2289 members 
Mstep: Class 29 contains 48095 members 
Mstep: Class 30 contains 3418 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 9153 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 358 members 
Mstep: Class 36 contains 95118 members 
Mstep: Class 37 contains 38883 members 
Mstep: Class 38 contains 1507 members 
Mstep: Class 39 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231832.000000 Penalty: 84243.031250
Iteration 500F: 39 clusters Score -1.022318e+08 nChanged 1013
Maximum iterations exceeded
--- Evaluating fit on full set of 2523630 points ---
Entering Unmasked Estep 
Score: -310352832.000000 Penalty: 91026.968750
21->39 Clusters: Score -310352832.000000, best is -310344928.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 841210 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 40186 members 
Mstep: Class 3 contains 39961 members 
Mstep: Class 4 contains 40078 members 
Mstep: Class 5 contains 40306 members 
Mstep: Class 6 contains 39784 members 
Mstep: Class 7 contains 40087 members 
Mstep: Class 8 contains 39938 members 
Mstep: Class 9 contains 40055 members 
Mstep: Class 10 contains 40245 members 
Mstep: Class 11 contains 40004 members 
Mstep: Class 12 contains 39998 members 
Mstep: Class 13 contains 40407 members 
Mstep: Class 14 contains 40239 members 
Mstep: Class 15 contains 39906 members 
Mstep: Class 16 contains 40381 members 
Mstep: Class 17 contains 40091 members 
Mstep: Class 18 contains 40293 members 
Mstep: Class 19 contains 39799 members 
Mstep: Class 20 contains 39936 members 
Mstep: Class 21 contains 39639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1582.850586 but Gain 2216.921875
Score: -98387576.000000 Penalty: 44338.437500
Iteration 0F: 21 clusters Score -9.838758e+07 nChanged 800815
Entering Unmasked Mstep 
Mstep: Class 0 contains 1327 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 16186 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 20522 members 
Mstep: Class 5 contains 95909 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 18171 members 
Mstep: Class 8 contains 93256 members 
Mstep: Class 9 contains 402813 members 
Mstep: Class 10 contains 13824 members 
Mstep: Class 12 contains 8847 members 
Mstep: Class 13 contains 14859 members 
Mstep: Class 14 contains 9859 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 7862 members 
Mstep: Class 17 contains 15005 members 
Mstep: Class 18 contains 11336 members 
Mstep: Class 19 contains 58812 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 17265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100274312.000000 Penalty: 44338.437500
Iteration 1F: 21 clusters Score -1.002743e+08 nChanged 334880
Entering Unmasked Mstep 
Mstep: Class 0 contains 964 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 13741 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 19167 members 
Mstep: Class 5 contains 187518 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 14270 members 
Mstep: Class 8 contains 163147 members 
Mstep: Class 9 contains 256749 members 
Mstep: Class 10 contains 12323 members 
Mstep: Class 12 contains 7218 members 
Mstep: Class 13 contains 9780 members 
Mstep: Class 14 contains 4905 members 
Mstep: Class 15 contains 11318 members 
Mstep: Class 16 contains 4377 members 
Mstep: Class 17 contains 12402 members 
Mstep: Class 18 contains 6225 members 
Mstep: Class 19 contains 89621 members 
Mstep: Class 20 contains 5855 members 
Mstep: Class 21 contains 8998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100938360.000000 Penalty: 44338.437500
Iteration 2F: 21 clusters Score -1.009384e+08 nChanged 230067
Entering Unmasked Mstep 
Mstep: Class 0 contains 817 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 10914 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 16073 members 
Mstep: Class 5 contains 231047 members 
Mstep: Class 6 contains 1865 members 
Mstep: Class 7 contains 12248 members 
Mstep: Class 8 contains 186667 members 
Mstep: Class 9 contains 205993 members 
Mstep: Class 10 contains 11869 members 
Mstep: Class 12 contains 8662 members 
Mstep: Class 13 contains 5380 members 
Mstep: Class 14 contains 2567 members 
Mstep: Class 15 contains 10012 members 
Mstep: Class 16 contains 4276 members 
Mstep: Class 17 contains 14623 members 
Mstep: Class 18 contains 4017 members 
Mstep: Class 19 contains 92738 members 
Mstep: Class 20 contains 3885 members 
Mstep: Class 21 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1796.490967 but Gain 2216.921875
Score: -101055640.000000 Penalty: 42121.515625
Iteration 3F: 20 clusters Score -1.010556e+08 nChanged 161419
Entering Unmasked Mstep 
Mstep: Class 0 contains 700 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 16505 members 
Mstep: Class 5 contains 206900 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 12151 members 
Mstep: Class 8 contains 217624 members 
Mstep: Class 9 contains 186996 members 
Mstep: Class 10 contains 14179 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 3856 members 
Mstep: Class 15 contains 10305 members 
Mstep: Class 16 contains 4625 members 
Mstep: Class 17 contains 15722 members 
Mstep: Class 18 contains 3332 members 
Mstep: Class 19 contains 107369 members 
Mstep: Class 20 contains 3133 members 
Mstep: Class 21 contains 5678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1533.122070 but Gain 2216.921875
Score: -101179112.000000 Penalty: 39904.593750
Iteration 4F: 19 clusters Score -1.011791e+08 nChanged 150752
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 9934 members 
Mstep: Class 3 contains 2648 members 
Mstep: Class 4 contains 17947 members 
Mstep: Class 5 contains 190463 members 
Mstep: Class 7 contains 12327 members 
Mstep: Class 8 contains 203844 members 
Mstep: Class 9 contains 189252 members 
Mstep: Class 10 contains 17117 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 15 contains 10611 members 
Mstep: Class 16 contains 4848 members 
Mstep: Class 17 contains 15179 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 133834 members 
Mstep: Class 20 contains 3417 members 
Mstep: Class 21 contains 5194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101287280.000000 Penalty: 39904.593750
Iteration 5F: 19 clusters Score -1.012873e+08 nChanged 127234
Entering Unmasked Mstep 
Mstep: Class 0 contains 463 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 9209 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 19467 members 
Mstep: Class 5 contains 193329 members 
Mstep: Class 7 contains 12629 members 
Mstep: Class 8 contains 182869 members 
Mstep: Class 9 contains 190334 members 
Mstep: Class 10 contains 19350 members 
Mstep: Class 12 contains 12190 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 15 contains 10866 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 14018 members 
Mstep: Class 18 contains 3158 members 
Mstep: Class 19 contains 149575 members 
Mstep: Class 20 contains 3993 members 
Mstep: Class 21 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101344000.000000 Penalty: 39904.593750
Iteration 6F: 19 clusters Score -1.01344e+08 nChanged 104553
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 8468 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 21046 members 
Mstep: Class 5 contains 196710 members 
Mstep: Class 7 contains 13078 members 
Mstep: Class 8 contains 180946 members 
Mstep: Class 9 contains 194302 members 
Mstep: Class 10 contains 21240 members 
Mstep: Class 12 contains 13139 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 15 contains 11337 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 13062 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 142232 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101395520.000000 Penalty: 39904.593750
Iteration 7F: 19 clusters Score -1.013955e+08 nChanged 88173
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7625 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 4 contains 22127 members 
Mstep: Class 5 contains 196988 members 
Mstep: Class 7 contains 13166 members 
Mstep: Class 8 contains 184986 members 
Mstep: Class 9 contains 193762 members 
Mstep: Class 10 contains 22704 members 
Mstep: Class 12 contains 14007 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 15 contains 11693 members 
Mstep: Class 16 contains 3249 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 137296 members 
Mstep: Class 20 contains 4171 members 
Mstep: Class 21 contains 3920 members 
Entering Unmasked Estep 
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Iteration 8F: 19 clusters Score -1.014456e+08 nChanged 75781
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 1515 members 
Mstep: Class 4 contains 23521 members 
Mstep: Class 5 contains 193725 members 
Mstep: Class 7 contains 13016 members 
Mstep: Class 8 contains 187480 members 
Mstep: Class 9 contains 193791 members 
Mstep: Class 10 contains 23927 members 
Mstep: Class 12 contains 14791 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 15 contains 12001 members 
Mstep: Class 16 contains 2890 members 
Mstep: Class 17 contains 11963 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 136072 members 
Mstep: Class 20 contains 4067 members 
Mstep: Class 21 contains 3694 members 
Entering Unmasked Estep 
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Iteration 9F: 19 clusters Score -1.015004e+08 nChanged 69162
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6216 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 25283 members 
Mstep: Class 5 contains 187823 members 
Mstep: Class 7 contains 12821 members 
Mstep: Class 8 contains 187074 members 
Mstep: Class 9 contains 197697 members 
Mstep: Class 10 contains 24944 members 
Mstep: Class 12 contains 15393 members 
Mstep: Class 13 contains 4494 members 
Mstep: Class 15 contains 12170 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 18 contains 3701 members 
Mstep: Class 19 contains 135496 members 
Mstep: Class 20 contains 4011 members 
Mstep: Class 21 contains 3554 members 
Entering Unmasked Estep 
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Iteration 10F: 19 clusters Score -1.015579e+08 nChanged 63422
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5773 members 
Mstep: Class 3 contains 1480 members 
Mstep: Class 4 contains 27220 members 
Mstep: Class 5 contains 178421 members 
Mstep: Class 7 contains 12640 members 
Mstep: Class 8 contains 184587 members 
Mstep: Class 9 contains 205148 members 
Mstep: Class 10 contains 25745 members 
Mstep: Class 12 contains 15953 members 
Mstep: Class 13 contains 6648 members 
Mstep: Class 15 contains 12229 members 
Mstep: Class 16 contains 2402 members 
Mstep: Class 17 contains 11763 members 
Mstep: Class 18 contains 3765 members 
Mstep: Class 19 contains 135734 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 3432 members 
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Iteration 11F: 19 clusters Score -1.016047e+08 nChanged 57148
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 29269 members 
Mstep: Class 5 contains 167325 members 
Mstep: Class 7 contains 12542 members 
Mstep: Class 8 contains 182600 members 
Mstep: Class 9 contains 211933 members 
Mstep: Class 10 contains 26340 members 
Mstep: Class 12 contains 16425 members 
Mstep: Class 13 contains 9369 members 
Mstep: Class 15 contains 12387 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 11950 members 
Mstep: Class 18 contains 3819 members 
Mstep: Class 19 contains 136858 members 
Mstep: Class 20 contains 3960 members 
Mstep: Class 21 contains 3326 members 
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Iteration 12F: 19 clusters Score -1.016597e+08 nChanged 53090
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5151 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 31339 members 
Mstep: Class 5 contains 157647 members 
Mstep: Class 7 contains 12364 members 
Mstep: Class 8 contains 180461 members 
Mstep: Class 9 contains 215312 members 
Mstep: Class 10 contains 26757 members 
Mstep: Class 12 contains 16866 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 15 contains 12719 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 12217 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 139577 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 3271 members 
Entering Unmasked Estep 
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Iteration 13F: 19 clusters Score -1.017083e+08 nChanged 53297
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 1452 members 
Mstep: Class 4 contains 33325 members 
Mstep: Class 5 contains 142713 members 
Mstep: Class 7 contains 12392 members 
Mstep: Class 8 contains 181954 members 
Mstep: Class 9 contains 215587 members 
Mstep: Class 10 contains 26975 members 
Mstep: Class 12 contains 17429 members 
Mstep: Class 13 contains 15638 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 12556 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 146290 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 3363 members 
Entering Unmasked Estep 
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Iteration 14F: 19 clusters Score -1.017626e+08 nChanged 49302
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 35682 members 
Mstep: Class 5 contains 129347 members 
Mstep: Class 7 contains 12410 members 
Mstep: Class 8 contains 183860 members 
Mstep: Class 9 contains 212658 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 12 contains 17965 members 
Mstep: Class 13 contains 18758 members 
Mstep: Class 15 contains 13853 members 
Mstep: Class 16 contains 1980 members 
Mstep: Class 17 contains 12861 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 153779 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 3510 members 
Entering Unmasked Estep 
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Iteration 15F: 19 clusters Score -1.018072e+08 nChanged 42684
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4681 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 38712 members 
Mstep: Class 5 contains 119353 members 
Mstep: Class 7 contains 12325 members 
Mstep: Class 8 contains 185328 members 
Mstep: Class 9 contains 208242 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 12 contains 18417 members 
Mstep: Class 13 contains 21466 members 
Mstep: Class 15 contains 14424 members 
Mstep: Class 16 contains 1990 members 
Mstep: Class 17 contains 13045 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 159941 members 
Mstep: Class 20 contains 3991 members 
Mstep: Class 21 contains 3623 members 
Entering Unmasked Estep 
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Iteration 16F: 19 clusters Score -1.018389e+08 nChanged 37234
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 42396 members 
Mstep: Class 5 contains 114240 members 
Mstep: Class 7 contains 12044 members 
Mstep: Class 8 contains 184834 members 
Mstep: Class 9 contains 203663 members 
Mstep: Class 10 contains 27036 members 
Mstep: Class 12 contains 18730 members 
Mstep: Class 13 contains 23840 members 
Mstep: Class 15 contains 14813 members 
Mstep: Class 16 contains 2029 members 
Mstep: Class 17 contains 13104 members 
Mstep: Class 18 contains 3954 members 
Mstep: Class 19 contains 163889 members 
Mstep: Class 20 contains 4037 members 
Mstep: Class 21 contains 3756 members 
Entering Unmasked Estep 
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Iteration 17Q: 19 clusters Score -1.018752e+08 nChanged 32737
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 46420 members 
Mstep: Class 5 contains 112181 members 
Mstep: Class 7 contains 11627 members 
Mstep: Class 8 contains 182780 members 
Mstep: Class 9 contains 199652 members 
Mstep: Class 10 contains 26456 members 
Mstep: Class 12 contains 18787 members 
Mstep: Class 13 contains 26113 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 2163 members 
Mstep: Class 17 contains 13088 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 166738 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 3849 members 
Entering Unmasked Estep 
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Iteration 18Q: 19 clusters Score -1.019124e+08 nChanged 29195
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4172 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 50597 members 
Mstep: Class 5 contains 111786 members 
Mstep: Class 7 contains 11140 members 
Mstep: Class 8 contains 180442 members 
Mstep: Class 9 contains 196062 members 
Mstep: Class 10 contains 25545 members 
Mstep: Class 12 contains 18764 members 
Mstep: Class 13 contains 28322 members 
Mstep: Class 15 contains 14773 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 13063 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 168558 members 
Mstep: Class 20 contains 4116 members 
Mstep: Class 21 contains 3877 members 
Entering Unmasked Estep 
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Iteration 19Q: 19 clusters Score -1.019433e+08 nChanged 25690
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 54966 members 
Mstep: Class 5 contains 112278 members 
Mstep: Class 7 contains 10592 members 
Mstep: Class 8 contains 178070 members 
Mstep: Class 9 contains 193157 members 
Mstep: Class 10 contains 24538 members 
Mstep: Class 12 contains 18875 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 15 contains 14571 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 13056 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 168739 members 
Mstep: Class 20 contains 4143 members 
Mstep: Class 21 contains 3866 members 
Entering Unmasked Estep 
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Iteration 20F: 19 clusters Score -1.019632e+08 nChanged 22871
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 59383 members 
Mstep: Class 5 contains 112894 members 
Mstep: Class 7 contains 10094 members 
Mstep: Class 8 contains 175824 members 
Mstep: Class 9 contains 190960 members 
Mstep: Class 10 contains 23538 members 
Mstep: Class 12 contains 19000 members 
Mstep: Class 13 contains 32573 members 
Mstep: Class 15 contains 14288 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 17 contains 13103 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 167956 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 3839 members 
Entering Unmasked Estep 
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Iteration 21Q: 19 clusters Score -1.019776e+08 nChanged 20873
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 63675 members 
Mstep: Class 5 contains 113174 members 
Mstep: Class 7 contains 9680 members 
Mstep: Class 8 contains 173937 members 
Mstep: Class 9 contains 189152 members 
Mstep: Class 10 contains 22778 members 
Mstep: Class 12 contains 19107 members 
Mstep: Class 13 contains 34526 members 
Mstep: Class 15 contains 14030 members 
Mstep: Class 16 contains 2852 members 
Mstep: Class 17 contains 13153 members 
Mstep: Class 18 contains 3860 members 
Mstep: Class 19 contains 166626 members 
Mstep: Class 20 contains 4201 members 
Mstep: Class 21 contains 3775 members 
Entering Unmasked Estep 
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Iteration 22Q: 19 clusters Score -1.019861e+08 nChanged 19166
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3702 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 67821 members 
Mstep: Class 5 contains 113188 members 
Mstep: Class 7 contains 9301 members 
Mstep: Class 8 contains 171953 members 
Mstep: Class 9 contains 187983 members 
Mstep: Class 10 contains 22220 members 
Mstep: Class 12 contains 19252 members 
Mstep: Class 13 contains 36327 members 
Mstep: Class 15 contains 13711 members 
Mstep: Class 16 contains 2927 members 
Mstep: Class 17 contains 13186 members 
Mstep: Class 18 contains 3830 members 
Mstep: Class 19 contains 164963 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 3702 members 
Entering Unmasked Estep 
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Iteration 23Q: 19 clusters Score -1.019896e+08 nChanged 17663
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 71944 members 
Mstep: Class 5 contains 112889 members 
Mstep: Class 7 contains 8927 members 
Mstep: Class 8 contains 169919 members 
Mstep: Class 9 contains 187190 members 
Mstep: Class 10 contains 21826 members 
Mstep: Class 12 contains 19390 members 
Mstep: Class 13 contains 37997 members 
Mstep: Class 15 contains 13429 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 13216 members 
Mstep: Class 18 contains 3816 members 
Mstep: Class 19 contains 163076 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 3631 members 
Entering Unmasked Estep 
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Iteration 24Q: 19 clusters Score -1.019898e+08 nChanged 16537
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4214 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 76005 members 
Mstep: Class 5 contains 112391 members 
Mstep: Class 7 contains 8569 members 
Mstep: Class 8 contains 167819 members 
Mstep: Class 9 contains 186756 members 
Mstep: Class 10 contains 21416 members 
Mstep: Class 12 contains 19535 members 
Mstep: Class 13 contains 39567 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 13257 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 161002 members 
Mstep: Class 20 contains 4237 members 
Mstep: Class 21 contains 3569 members 
Entering Unmasked Estep 
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Iteration 25Q: 19 clusters Score -1.019916e+08 nChanged 15207
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 79817 members 
Mstep: Class 5 contains 111642 members 
Mstep: Class 7 contains 8266 members 
Mstep: Class 8 contains 165435 members 
Mstep: Class 9 contains 186616 members 
Mstep: Class 10 contains 21009 members 
Mstep: Class 12 contains 19618 members 
Mstep: Class 13 contains 41137 members 
Mstep: Class 15 contains 13063 members 
Mstep: Class 16 contains 3115 members 
Mstep: Class 17 contains 13274 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 159194 members 
Mstep: Class 20 contains 4238 members 
Mstep: Class 21 contains 3525 members 
Entering Unmasked Estep 
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Iteration 26Q: 19 clusters Score -1.019903e+08 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5320 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 83453 members 
Mstep: Class 5 contains 110778 members 
Mstep: Class 7 contains 7984 members 
Mstep: Class 8 contains 162475 members 
Mstep: Class 9 contains 186767 members 
Mstep: Class 10 contains 20543 members 
Mstep: Class 12 contains 19694 members 
Mstep: Class 13 contains 42631 members 
Mstep: Class 15 contains 13050 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 13304 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 157769 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 3497 members 
Entering Unmasked Estep 
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Iteration 27Q: 19 clusters Score -1.019904e+08 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6150 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 87462 members 
Mstep: Class 5 contains 109475 members 
Mstep: Class 7 contains 7713 members 
Mstep: Class 8 contains 158762 members 
Mstep: Class 9 contains 187130 members 
Mstep: Class 10 contains 20152 members 
Mstep: Class 12 contains 19774 members 
Mstep: Class 13 contains 44097 members 
Mstep: Class 15 contains 13076 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 13333 members 
Mstep: Class 18 contains 3806 members 
Mstep: Class 19 contains 156634 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 3463 members 
Entering Unmasked Estep 
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Iteration 28Q: 19 clusters Score -1.019964e+08 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 91740 members 
Mstep: Class 5 contains 107546 members 
Mstep: Class 7 contains 7477 members 
Mstep: Class 8 contains 155245 members 
Mstep: Class 9 contains 187163 members 
Mstep: Class 10 contains 19902 members 
Mstep: Class 12 contains 19887 members 
Mstep: Class 13 contains 45431 members 
Mstep: Class 15 contains 13148 members 
Mstep: Class 16 contains 3206 members 
Mstep: Class 17 contains 13374 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 155666 members 
Mstep: Class 20 contains 4234 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
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Iteration 29Q: 19 clusters Score -1.020041e+08 nChanged 13997
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8337 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 96493 members 
Mstep: Class 5 contains 104740 members 
Mstep: Class 7 contains 7284 members 
Mstep: Class 8 contains 152416 members 
Mstep: Class 9 contains 186611 members 
Mstep: Class 10 contains 19830 members 
Mstep: Class 12 contains 19960 members 
Mstep: Class 13 contains 46527 members 
Mstep: Class 15 contains 13315 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 13402 members 
Mstep: Class 18 contains 3821 members 
Mstep: Class 19 contains 154800 members 
Mstep: Class 20 contains 4246 members 
Mstep: Class 21 contains 3426 members 
Entering Unmasked Estep 
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Iteration 30Q: 19 clusters Score -1.020111e+08 nChanged 14862
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 101663 members 
Mstep: Class 5 contains 101129 members 
Mstep: Class 7 contains 7072 members 
Mstep: Class 8 contains 149529 members 
Mstep: Class 9 contains 186001 members 
Mstep: Class 10 contains 20016 members 
Mstep: Class 12 contains 20020 members 
Mstep: Class 13 contains 47584 members 
Mstep: Class 15 contains 13564 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 13426 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 154075 members 
Mstep: Class 20 contains 4257 members 
Mstep: Class 21 contains 3440 members 
Entering Unmasked Estep 
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Iteration 31Q: 19 clusters Score -1.020161e+08 nChanged 15649
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10791 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 106709 members 
Mstep: Class 5 contains 97289 members 
Mstep: Class 7 contains 6870 members 
Mstep: Class 8 contains 146674 members 
Mstep: Class 9 contains 185292 members 
Mstep: Class 10 contains 20532 members 
Mstep: Class 12 contains 20077 members 
Mstep: Class 13 contains 48556 members 
Mstep: Class 15 contains 13879 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 13450 members 
Mstep: Class 18 contains 3834 members 
Mstep: Class 19 contains 153440 members 
Mstep: Class 20 contains 4275 members 
Mstep: Class 21 contains 3445 members 
Entering Unmasked Estep 
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Iteration 32Q: 19 clusters Score -1.0202e+08 nChanged 15653
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12104 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 110798 members 
Mstep: Class 5 contains 93733 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 144090 members 
Mstep: Class 9 contains 184595 members 
Mstep: Class 10 contains 21312 members 
Mstep: Class 12 contains 20126 members 
Mstep: Class 13 contains 49526 members 
Mstep: Class 15 contains 14211 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 13473 members 
Mstep: Class 18 contains 3842 members 
Mstep: Class 19 contains 152857 members 
Mstep: Class 20 contains 4290 members 
Mstep: Class 21 contains 3446 members 
Entering Unmasked Estep 
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Iteration 33Q: 19 clusters Score -1.020224e+08 nChanged 15035
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13415 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 113853 members 
Mstep: Class 5 contains 90382 members 
Mstep: Class 7 contains 6479 members 
Mstep: Class 8 contains 141876 members 
Mstep: Class 9 contains 183993 members 
Mstep: Class 10 contains 22159 members 
Mstep: Class 12 contains 20173 members 
Mstep: Class 13 contains 50497 members 
Mstep: Class 15 contains 14702 members 
Mstep: Class 16 contains 3339 members 
Mstep: Class 17 contains 13513 members 
Mstep: Class 18 contains 3852 members 
Mstep: Class 19 contains 152387 members 
Mstep: Class 20 contains 4292 members 
Mstep: Class 21 contains 3448 members 
Entering Unmasked Estep 
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Iteration 34Q: 19 clusters Score -1.02025e+08 nChanged 14432
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14761 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 115464 members 
Mstep: Class 5 contains 87871 members 
Mstep: Class 7 contains 6280 members 
Mstep: Class 8 contains 140005 members 
Mstep: Class 9 contains 183428 members 
Mstep: Class 10 contains 22994 members 
Mstep: Class 12 contains 20255 members 
Mstep: Class 13 contains 51406 members 
Mstep: Class 15 contains 15268 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 13580 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 19 contains 152062 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 3447 members 
Entering Unmasked Estep 
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Iteration 35Q: 19 clusters Score -1.020279e+08 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16034 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 115695 members 
Mstep: Class 5 contains 86470 members 
Mstep: Class 7 contains 6075 members 
Mstep: Class 8 contains 138558 members 
Mstep: Class 9 contains 182869 members 
Mstep: Class 10 contains 23667 members 
Mstep: Class 12 contains 20405 members 
Mstep: Class 13 contains 52275 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 3398 members 
Mstep: Class 17 contains 13629 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 151756 members 
Mstep: Class 20 contains 4310 members 
Mstep: Class 21 contains 3442 members 
Entering Unmasked Estep 
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Iteration 36Q: 19 clusters Score -1.020308e+08 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17240 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 114896 members 
Mstep: Class 5 contains 85765 members 
Mstep: Class 7 contains 5898 members 
Mstep: Class 8 contains 137486 members 
Mstep: Class 9 contains 182383 members 
Mstep: Class 10 contains 24245 members 
Mstep: Class 12 contains 20524 members 
Mstep: Class 13 contains 53048 members 
Mstep: Class 15 contains 16556 members 
Mstep: Class 16 contains 3419 members 
Mstep: Class 17 contains 13706 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 151507 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 3455 members 
Entering Unmasked Estep 
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Iteration 37Q: 19 clusters Score -1.020342e+08 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18388 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 113498 members 
Mstep: Class 5 contains 85661 members 
Mstep: Class 7 contains 5745 members 
Mstep: Class 8 contains 136611 members 
Mstep: Class 9 contains 181806 members 
Mstep: Class 10 contains 24730 members 
Mstep: Class 12 contains 20653 members 
Mstep: Class 13 contains 53784 members 
Mstep: Class 15 contains 17326 members 
Mstep: Class 16 contains 3441 members 
Mstep: Class 17 contains 13803 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 151168 members 
Mstep: Class 20 contains 4326 members 
Mstep: Class 21 contains 3494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102037312.000000 Penalty: 39904.593750
Iteration 38Q: 19 clusters Score -1.020373e+08 nChanged 8304
Entering ConstructFrom: 
Score: -102037312.000000 Penalty: 39904.593750
Entering ConstructFrom: 
Trying to split cluster 1 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -163021.687500 Penalty: 1195.706543
	Iteration 0F: 2 clusters Score -163021.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -161439.921875 Penalty: 2391.413086
	Iteration 0F: 3 clusters Score -161439.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -162662.187500 Penalty: 2391.413086
	Iteration 1F: 3 clusters Score -162662.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -163154.656250 Penalty: 2391.413086
	Iteration 2F: 3 clusters Score -163154.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -163486.859375 Penalty: 2391.413086
	Iteration 3F: 3 clusters Score -163486.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -163731.000000 Penalty: 2391.413086
	Iteration 4F: 3 clusters Score -163731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -163843.093750 Penalty: 2391.413086
	Iteration 5Q: 3 clusters Score -163843.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -163892.593750 Penalty: 2391.413086
	Iteration 6Q: 3 clusters Score -163892.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -163920.703125 Penalty: 2391.413086
	Iteration 7Q: 3 clusters Score -163920.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -163932.093750 Penalty: 2391.413086
	Iteration 8Q: 3 clusters Score -163932.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -163937.343750 Penalty: 2391.413086
	Iteration 9Q: 3 clusters Score -163937.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -163939.421875 Penalty: 2391.413086
	Iteration 10Q: 3 clusters Score -163939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -163940.968750 Penalty: 2391.413086
	Iteration 11Q: 3 clusters Score -163941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -163943.437500 Penalty: 2391.413086
	Iteration 12Q: 3 clusters Score -163943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -163944.218750 Penalty: 2391.413086
	Iteration 13Q: 3 clusters Score -163944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -163944.390625 Penalty: 2391.413086
	Iteration 14Q: 3 clusters Score -163944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -163944.734375 Penalty: 2391.413086
	Iteration 15Q: 3 clusters Score -163944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -163944.734375 Penalty: 2391.413086
	Iteration 16F: 3 clusters Score -163944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 4 contains 111993 members 
Mstep: Class 5 contains 85944 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 135781 members 
Mstep: Class 9 contains 181227 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 3449 members 
Mstep: Class 17 contains 13912 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 150709 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 3539 members 
Entering Unmasked Estep 
Score: -102039376.000000 Penalty: 42121.515625
Splitting cluster 1 changes total score from -102037312.000000 to -102039376.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (19491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Entering Unmasked Estep 
Score: -2420340.500000 Penalty: 1605.127563
	Iteration 0F: 2 clusters Score -2420340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2407060.750000 Penalty: 3210.255127
	Iteration 0F: 3 clusters Score -2407061 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2411863.250000 Penalty: 3210.255127
	Iteration 1F: 3 clusters Score -2411863 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2412280.500000 Penalty: 3210.255127
	Iteration 2F: 3 clusters Score -2412280 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2412769.500000 Penalty: 3210.255127
	Iteration 3F: 3 clusters Score -2412770 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2413425.750000 Penalty: 3210.255127
	Iteration 4F: 3 clusters Score -2413426 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2414312.500000 Penalty: 3210.255127
	Iteration 5F: 3 clusters Score -2414312 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2415252.500000 Penalty: 3210.255127
	Iteration 6F: 3 clusters Score -2415252 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2416184.750000 Penalty: 3210.255127
	Iteration 7F: 3 clusters Score -2416185 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2417033.000000 Penalty: 3210.255127
	Iteration 8F: 3 clusters Score -2417033 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2417721.750000 Penalty: 3210.255127
	Iteration 9Q: 3 clusters Score -2417722 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2418191.250000 Penalty: 3210.255127
	Iteration 10Q: 3 clusters Score -2418191 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2418564.500000 Penalty: 3210.255127
	Iteration 11Q: 3 clusters Score -2418564 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2418844.000000 Penalty: 3210.255127
	Iteration 12Q: 3 clusters Score -2418844 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2419050.500000 Penalty: 3210.255127
	Iteration 13Q: 3 clusters Score -2419050 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2419222.750000 Penalty: 3210.255127
	Iteration 14Q: 3 clusters Score -2419223 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2419342.500000 Penalty: 3210.255127
	Iteration 15Q: 3 clusters Score -2419342 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2419439.250000 Penalty: 3210.255127
	Iteration 16Q: 3 clusters Score -2419439 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2419509.500000 Penalty: 3210.255127
	Iteration 17Q: 3 clusters Score -2419510 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2419550.250000 Penalty: 3210.255127
	Iteration 18Q: 3 clusters Score -2419550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2419590.250000 Penalty: 3210.255127
	Iteration 19Q: 3 clusters Score -2419590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2419606.000000 Penalty: 3210.255127
	Iteration 20F: 3 clusters Score -2419606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2419617.000000 Penalty: 3210.255127
	Iteration 21Q: 3 clusters Score -2419617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2419624.750000 Penalty: 3210.255127
	Iteration 22Q: 3 clusters Score -2419625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2419626.000000 Penalty: 3210.255127
	Iteration 23Q: 3 clusters Score -2419626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2419632.500000 Penalty: 3210.255127
	Iteration 24Q: 3 clusters Score -2419632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2419632.000000 Penalty: 3210.255127
	Iteration 25Q: 3 clusters Score -2419632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2419631.750000 Penalty: 3210.255127
	Iteration 26Q: 3 clusters Score -2419632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2419633.500000 Penalty: 3210.255127
	Iteration 27Q: 3 clusters Score -2419634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2419636.750000 Penalty: 3210.255127
	Iteration 28Q: 3 clusters Score -2419637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2419634.250000 Penalty: 3210.255127
	Iteration 29Q: 3 clusters Score -2419634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2419635.000000 Penalty: 3210.255127
	Iteration 30Q: 3 clusters Score -2419635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2419633.750000 Penalty: 3210.255127
	Iteration 31Q: 3 clusters Score -2419634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2419634.250000 Penalty: 3210.255127
	Iteration 32Q: 3 clusters Score -2419634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2419636.250000 Penalty: 3210.255127
	Iteration 33Q: 3 clusters Score -2419636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2419638.250000 Penalty: 3210.255127
	Iteration 34Q: 3 clusters Score -2419638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2419636.750000 Penalty: 3210.255127
	Iteration 35Q: 3 clusters Score -2419637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2419638.250000 Penalty: 3210.255127
	Iteration 36Q: 3 clusters Score -2419638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2419641.250000 Penalty: 3210.255127
	Iteration 37Q: 3 clusters Score -2419641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2419643.500000 Penalty: 3210.255127
	Iteration 38Q: 3 clusters Score -2419644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2419645.500000 Penalty: 3210.255127
	Iteration 39Q: 3 clusters Score -2419646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2419647.500000 Penalty: 3210.255127
	Iteration 40F: 3 clusters Score -2419648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2419644.750000 Penalty: 3210.255127
	Iteration 41Q: 3 clusters Score -2419645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2419652.250000 Penalty: 3210.255127
	Iteration 42Q: 3 clusters Score -2419652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2419656.000000 Penalty: 3210.255127
	Iteration 43Q: 3 clusters Score -2419656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2419655.750000 Penalty: 3210.255127
	Iteration 44Q: 3 clusters Score -2419656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2419661.250000 Penalty: 3210.255127
	Iteration 45Q: 3 clusters Score -2419661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2419661.250000 Penalty: 3210.255127
	Iteration 46F: 3 clusters Score -2419661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -83802.328125 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -83802.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -83155.304688 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -83155.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -88105.921875 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -88105.92 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89343.398438 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -89343.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89635.390625 Penalty: 2315.978271
	Iteration 3Q: 3 clusters Score -89635.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89738.109375 Penalty: 2315.978271
	Iteration 4Q: 3 clusters Score -89738.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89861.789062 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -89861.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -89923.429688 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -89923.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89927.531250 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -89927.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89934.578125 Penalty: 2315.978271
	Iteration 8F: 3 clusters Score -89934.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -89954.968750 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -89954.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -90037.718750 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -90037.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90127.921875 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -90127.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -90263.664062 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -90263.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -90456.625000 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -90456.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -90584.375000 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -90584.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90610.843750 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -90610.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90620.335938 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -90620.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -90623.828125 Penalty: 2315.978271
	Iteration 17Q: 3 clusters Score -90623.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -90626.179688 Penalty: 2315.978271
	Iteration 18Q: 3 clusters Score -90626.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -90627.281250 Penalty: 2315.978271
	Iteration 19Q: 3 clusters Score -90627.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90630.234375 Penalty: 2315.978271
	Iteration 20F: 3 clusters Score -90630.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90631.492188 Penalty: 2315.978271
	Iteration 21Q: 3 clusters Score -90631.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90631.492188 Penalty: 2315.978271
	Iteration 22F: 3 clusters Score -90631.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 111993 members 
Mstep: Class 5 contains 85944 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 135781 members 
Mstep: Class 9 contains 181227 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 3449 members 
Mstep: Class 17 contains 13912 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 150709 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 3539 members 
Entering Unmasked Estep 
Score: -102045056.000000 Penalty: 44338.437500
Splitting cluster 3 changes total score from -102037312.000000 to -102045056.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (111993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111993 members 
Entering Unmasked Estep 
Score: -13767579.000000 Penalty: 1889.256226
	Iteration 0F: 2 clusters Score -1.376758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -13701984.000000 Penalty: 3778.512451
	Iteration 0F: 3 clusters Score -1.370198e+07 nChanged 53836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -13733784.000000 Penalty: 3778.512451
	Iteration 1F: 3 clusters Score -1.373378e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -13735291.000000 Penalty: 3778.512451
	Iteration 2Q: 3 clusters Score -1.373529e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -13737574.000000 Penalty: 3778.512451
	Iteration 3Q: 3 clusters Score -1.373757e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -13741088.000000 Penalty: 3778.512451
	Iteration 4F: 3 clusters Score -1.374109e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -13746437.000000 Penalty: 3778.512451
	Iteration 5F: 3 clusters Score -1.374644e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -13753192.000000 Penalty: 3778.512451
	Iteration 6F: 3 clusters Score -1.375319e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -13758757.000000 Penalty: 3778.512451
	Iteration 7F: 3 clusters Score -1.375876e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68883 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -13761159.000000 Penalty: 3778.512451
	Iteration 8Q: 3 clusters Score -1.376116e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -13762304.000000 Penalty: 3778.512451
	Iteration 9Q: 3 clusters Score -1.37623e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -13763168.000000 Penalty: 3778.512451
	Iteration 10Q: 3 clusters Score -1.376317e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -13763847.000000 Penalty: 3778.512451
	Iteration 11Q: 3 clusters Score -1.376385e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -13764610.000000 Penalty: 3778.512451
	Iteration 12Q: 3 clusters Score -1.376461e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -13765325.000000 Penalty: 3778.512451
	Iteration 13Q: 3 clusters Score -1.376532e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -13766029.000000 Penalty: 3778.512451
	Iteration 14Q: 3 clusters Score -1.376603e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -13766707.000000 Penalty: 3778.512451
	Iteration 15Q: 3 clusters Score -1.376671e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -13767472.000000 Penalty: 3778.512451
	Iteration 16Q: 3 clusters Score -1.376747e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -13768031.000000 Penalty: 3778.512451
	Iteration 17Q: 3 clusters Score -1.376803e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -13768665.000000 Penalty: 3778.512451
	Iteration 18Q: 3 clusters Score -1.376866e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -13769057.000000 Penalty: 3778.512451
	Iteration 19Q: 3 clusters Score -1.376906e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -13769441.000000 Penalty: 3778.512451
	Iteration 20F: 3 clusters Score -1.376944e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -13769770.000000 Penalty: 3778.512451
	Iteration 21Q: 3 clusters Score -1.376977e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -13770090.000000 Penalty: 3778.512451
	Iteration 22Q: 3 clusters Score -1.377009e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -13770338.000000 Penalty: 3778.512451
	Iteration 23Q: 3 clusters Score -1.377034e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -13770546.000000 Penalty: 3778.512451
	Iteration 24Q: 3 clusters Score -1.377055e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -13770799.000000 Penalty: 3778.512451
	Iteration 25Q: 3 clusters Score -1.37708e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -13770995.000000 Penalty: 3778.512451
	Iteration 26Q: 3 clusters Score -1.3771e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -13771222.000000 Penalty: 3778.512451
	Iteration 27Q: 3 clusters Score -1.377122e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -13771540.000000 Penalty: 3778.512451
	Iteration 28Q: 3 clusters Score -1.377154e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -13771915.000000 Penalty: 3778.512451
	Iteration 29Q: 3 clusters Score -1.377192e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -13772166.000000 Penalty: 3778.512451
	Iteration 30Q: 3 clusters Score -1.377217e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -13772347.000000 Penalty: 3778.512451
	Iteration 31Q: 3 clusters Score -1.377235e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -13772579.000000 Penalty: 3778.512451
	Iteration 32Q: 3 clusters Score -1.377258e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -13772688.000000 Penalty: 3778.512451
	Iteration 33Q: 3 clusters Score -1.377269e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -13772854.000000 Penalty: 3778.512451
	Iteration 34Q: 3 clusters Score -1.377285e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -13772910.000000 Penalty: 3778.512451
	Iteration 35Q: 3 clusters Score -1.377291e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -13772923.000000 Penalty: 3778.512451
	Iteration 36Q: 3 clusters Score -1.377292e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -13772923.000000 Penalty: 3778.512451
	Iteration 37Q: 3 clusters Score -1.377292e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -13772955.000000 Penalty: 3778.512451
	Iteration 38Q: 3 clusters Score -1.377296e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -13772918.000000 Penalty: 3778.512451
	Iteration 39Q: 3 clusters Score -1.377292e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -13772919.000000 Penalty: 3778.512451
	Iteration 40F: 3 clusters Score -1.377292e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -13772869.000000 Penalty: 3778.512451
	Iteration 41Q: 3 clusters Score -1.377287e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -13772787.000000 Penalty: 3778.512451
	Iteration 42Q: 3 clusters Score -1.377279e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -13772706.000000 Penalty: 3778.512451
	Iteration 43Q: 3 clusters Score -1.377271e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -13772672.000000 Penalty: 3778.512451
	Iteration 44Q: 3 clusters Score -1.377267e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94451 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -13772601.000000 Penalty: 3778.512451
	Iteration 45Q: 3 clusters Score -1.37726e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -13772511.000000 Penalty: 3778.512451
	Iteration 46Q: 3 clusters Score -1.377251e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -13772415.000000 Penalty: 3778.512451
	Iteration 47Q: 3 clusters Score -1.377242e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95621 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -13772316.000000 Penalty: 3778.512451
	Iteration 48Q: 3 clusters Score -1.377232e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -13772210.000000 Penalty: 3778.512451
	Iteration 49Q: 3 clusters Score -1.377221e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -13772119.000000 Penalty: 3778.512451
	Iteration 50Q: 3 clusters Score -1.377212e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -13772061.000000 Penalty: 3778.512451
	Iteration 51Q: 3 clusters Score -1.377206e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -13771987.000000 Penalty: 3778.512451
	Iteration 52Q: 3 clusters Score -1.377199e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97253 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -13771955.000000 Penalty: 3778.512451
	Iteration 53Q: 3 clusters Score -1.377196e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97517 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -13771883.000000 Penalty: 3778.512451
	Iteration 54Q: 3 clusters Score -1.377188e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -13771859.000000 Penalty: 3778.512451
	Iteration 55Q: 3 clusters Score -1.377186e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -13771739.000000 Penalty: 3778.512451
	Iteration 56Q: 3 clusters Score -1.377174e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -13771640.000000 Penalty: 3778.512451
	Iteration 57Q: 3 clusters Score -1.377164e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -13771608.000000 Penalty: 3778.512451
	Iteration 58Q: 3 clusters Score -1.377161e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -13771641.000000 Penalty: 3778.512451
	Iteration 59Q: 3 clusters Score -1.377164e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -13771627.000000 Penalty: 3778.512451
	Iteration 60F: 3 clusters Score -1.377163e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -13771585.000000 Penalty: 3778.512451
	Iteration 61Q: 3 clusters Score -1.377158e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -13771505.000000 Penalty: 3778.512451
	Iteration 62Q: 3 clusters Score -1.37715e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -13771473.000000 Penalty: 3778.512451
	Iteration 63Q: 3 clusters Score -1.377147e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -13771373.000000 Penalty: 3778.512451
	Iteration 64Q: 3 clusters Score -1.377137e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -13771337.000000 Penalty: 3778.512451
	Iteration 65Q: 3 clusters Score -1.377134e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -13771266.000000 Penalty: 3778.512451
	Iteration 66Q: 3 clusters Score -1.377127e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -13771277.000000 Penalty: 3778.512451
	Iteration 67Q: 3 clusters Score -1.377128e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100226 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -13771212.000000 Penalty: 3778.512451
	Iteration 68Q: 3 clusters Score -1.377121e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -13771177.000000 Penalty: 3778.512451
	Iteration 69Q: 3 clusters Score -1.377118e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -13771155.000000 Penalty: 3778.512451
	Iteration 70Q: 3 clusters Score -1.377116e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100659 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -13771145.000000 Penalty: 3778.512451
	Iteration 71Q: 3 clusters Score -1.377114e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -13771163.000000 Penalty: 3778.512451
	Iteration 72Q: 3 clusters Score -1.377116e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100903 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -13771123.000000 Penalty: 3778.512451
	Iteration 73Q: 3 clusters Score -1.377112e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -13771082.000000 Penalty: 3778.512451
	Iteration 74Q: 3 clusters Score -1.377108e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -13771018.000000 Penalty: 3778.512451
	Iteration 75Q: 3 clusters Score -1.377102e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -13770987.000000 Penalty: 3778.512451
	Iteration 76Q: 3 clusters Score -1.377099e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -13770983.000000 Penalty: 3778.512451
	Iteration 77Q: 3 clusters Score -1.377098e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101381 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -13770930.000000 Penalty: 3778.512451
	Iteration 78Q: 3 clusters Score -1.377093e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -13770911.000000 Penalty: 3778.512451
	Iteration 79Q: 3 clusters Score -1.377091e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -13770902.000000 Penalty: 3778.512451
	Iteration 80F: 3 clusters Score -1.37709e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101546 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -13770906.000000 Penalty: 3778.512451
	Iteration 81Q: 3 clusters Score -1.377091e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -13770879.000000 Penalty: 3778.512451
	Iteration 82Q: 3 clusters Score -1.377088e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101628 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -13770877.000000 Penalty: 3778.512451
	Iteration 83Q: 3 clusters Score -1.377088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -13770822.000000 Penalty: 3778.512451
	Iteration 84Q: 3 clusters Score -1.377082e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101707 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -13770801.000000 Penalty: 3778.512451
	Iteration 85Q: 3 clusters Score -1.37708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101736 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -13770780.000000 Penalty: 3778.512451
	Iteration 86Q: 3 clusters Score -1.377078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -13770773.000000 Penalty: 3778.512451
	Iteration 87Q: 3 clusters Score -1.377077e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -13770775.000000 Penalty: 3778.512451
	Iteration 88Q: 3 clusters Score -1.377078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -13770751.000000 Penalty: 3778.512451
	Iteration 89Q: 3 clusters Score -1.377075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -13770750.000000 Penalty: 3778.512451
	Iteration 90Q: 3 clusters Score -1.377075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -13770742.000000 Penalty: 3778.512451
	Iteration 91Q: 3 clusters Score -1.377074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -13770759.000000 Penalty: 3778.512451
	Iteration 92Q: 3 clusters Score -1.377076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101831 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -13770750.000000 Penalty: 3778.512451
	Iteration 93Q: 3 clusters Score -1.377075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -13770750.000000 Penalty: 3778.512451
	Iteration 94Q: 3 clusters Score -1.377075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101841 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -13770740.000000 Penalty: 3778.512451
	Iteration 95Q: 3 clusters Score -1.377074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101845 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -13770738.000000 Penalty: 3778.512451
	Iteration 96Q: 3 clusters Score -1.377074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -13770742.000000 Penalty: 3778.512451
	Iteration 97Q: 3 clusters Score -1.377074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101852 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -13770739.000000 Penalty: 3778.512451
	Iteration 98Q: 3 clusters Score -1.377074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -13770750.000000 Penalty: 3778.512451
	Iteration 99Q: 3 clusters Score -1.377075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -13770750.000000 Penalty: 3778.512451
	Iteration 100F: 3 clusters Score -1.377075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 101853 members 
Mstep: Class 5 contains 85944 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 135781 members 
Mstep: Class 9 contains 181227 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 14 contains 10140 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 3449 members 
Mstep: Class 17 contains 13912 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 150709 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 3539 members 
Entering Unmasked Estep 
Score: -102048584.000000 Penalty: 46555.359375
Splitting cluster 4 changes total score from -102037312.000000 to -102048584.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (85944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Entering Unmasked Estep 
Score: -10556339.000000 Penalty: 1846.235840
	Iteration 0F: 2 clusters Score -1.055634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -10498987.000000 Penalty: 3692.471680
	Iteration 0F: 3 clusters Score -1.049899e+07 nChanged 41034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -10522792.000000 Penalty: 3692.471680
	Iteration 1F: 3 clusters Score -1.052279e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -10523604.000000 Penalty: 3692.471680
	Iteration 2Q: 3 clusters Score -1.05236e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -10524420.000000 Penalty: 3692.471680
	Iteration 3Q: 3 clusters Score -1.052442e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -10525698.000000 Penalty: 3692.471680
	Iteration 4Q: 3 clusters Score -1.05257e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -10527263.000000 Penalty: 3692.471680
	Iteration 5Q: 3 clusters Score -1.052726e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -10529401.000000 Penalty: 3692.471680
	Iteration 6Q: 3 clusters Score -1.05294e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -10532485.000000 Penalty: 3692.471680
	Iteration 7F: 3 clusters Score -1.053248e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -10536408.000000 Penalty: 3692.471680
	Iteration 8F: 3 clusters Score -1.053641e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -10540603.000000 Penalty: 3692.471680
	Iteration 9F: 3 clusters Score -1.05406e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -10543915.000000 Penalty: 3692.471680
	Iteration 10F: 3 clusters Score -1.054392e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -10546096.000000 Penalty: 3692.471680
	Iteration 11Q: 3 clusters Score -1.05461e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -10547556.000000 Penalty: 3692.471680
	Iteration 12Q: 3 clusters Score -1.054756e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -10548734.000000 Penalty: 3692.471680
	Iteration 13Q: 3 clusters Score -1.054873e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -10549666.000000 Penalty: 3692.471680
	Iteration 14Q: 3 clusters Score -1.054967e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -10550182.000000 Penalty: 3692.471680
	Iteration 15Q: 3 clusters Score -1.055018e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -10550646.000000 Penalty: 3692.471680
	Iteration 16Q: 3 clusters Score -1.055065e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -10550952.000000 Penalty: 3692.471680
	Iteration 17Q: 3 clusters Score -1.055095e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -10551174.000000 Penalty: 3692.471680
	Iteration 18Q: 3 clusters Score -1.055117e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -10551399.000000 Penalty: 3692.471680
	Iteration 19Q: 3 clusters Score -1.05514e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -10551564.000000 Penalty: 3692.471680
	Iteration 20F: 3 clusters Score -1.055156e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -10551731.000000 Penalty: 3692.471680
	Iteration 21Q: 3 clusters Score -1.055173e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -10551846.000000 Penalty: 3692.471680
	Iteration 22Q: 3 clusters Score -1.055185e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -10551983.000000 Penalty: 3692.471680
	Iteration 23Q: 3 clusters Score -1.055198e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -10552121.000000 Penalty: 3692.471680
	Iteration 24Q: 3 clusters Score -1.055212e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -10552221.000000 Penalty: 3692.471680
	Iteration 25Q: 3 clusters Score -1.055222e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -10552427.000000 Penalty: 3692.471680
	Iteration 26Q: 3 clusters Score -1.055243e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -10552578.000000 Penalty: 3692.471680
	Iteration 27Q: 3 clusters Score -1.055258e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -10552786.000000 Penalty: 3692.471680
	Iteration 28Q: 3 clusters Score -1.055279e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -10552946.000000 Penalty: 3692.471680
	Iteration 29Q: 3 clusters Score -1.055295e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -10553070.000000 Penalty: 3692.471680
	Iteration 30Q: 3 clusters Score -1.055307e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -10553199.000000 Penalty: 3692.471680
	Iteration 31Q: 3 clusters Score -1.05532e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -10553309.000000 Penalty: 3692.471680
	Iteration 32Q: 3 clusters Score -1.055331e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -10553452.000000 Penalty: 3692.471680
	Iteration 33Q: 3 clusters Score -1.055345e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -10553549.000000 Penalty: 3692.471680
	Iteration 34Q: 3 clusters Score -1.055355e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -10553660.000000 Penalty: 3692.471680
	Iteration 35Q: 3 clusters Score -1.055366e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -10553841.000000 Penalty: 3692.471680
	Iteration 36Q: 3 clusters Score -1.055384e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -10553951.000000 Penalty: 3692.471680
	Iteration 37Q: 3 clusters Score -1.055395e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -10554069.000000 Penalty: 3692.471680
	Iteration 38Q: 3 clusters Score -1.055407e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74484 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -10554147.000000 Penalty: 3692.471680
	Iteration 39Q: 3 clusters Score -1.055415e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -10554208.000000 Penalty: 3692.471680
	Iteration 40F: 3 clusters Score -1.055421e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -10554274.000000 Penalty: 3692.471680
	Iteration 41Q: 3 clusters Score -1.055427e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -10554373.000000 Penalty: 3692.471680
	Iteration 42Q: 3 clusters Score -1.055437e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -10554479.000000 Penalty: 3692.471680
	Iteration 43Q: 3 clusters Score -1.055448e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -10554536.000000 Penalty: 3692.471680
	Iteration 44Q: 3 clusters Score -1.055454e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -10554559.000000 Penalty: 3692.471680
	Iteration 45Q: 3 clusters Score -1.055456e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -10554629.000000 Penalty: 3692.471680
	Iteration 46Q: 3 clusters Score -1.055463e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -10554706.000000 Penalty: 3692.471680
	Iteration 47Q: 3 clusters Score -1.055471e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -10554785.000000 Penalty: 3692.471680
	Iteration 48Q: 3 clusters Score -1.055478e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -10554815.000000 Penalty: 3692.471680
	Iteration 49Q: 3 clusters Score -1.055482e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -10554827.000000 Penalty: 3692.471680
	Iteration 50Q: 3 clusters Score -1.055483e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -10554846.000000 Penalty: 3692.471680
	Iteration 51Q: 3 clusters Score -1.055485e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -10554905.000000 Penalty: 3692.471680
	Iteration 52Q: 3 clusters Score -1.05549e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -10554934.000000 Penalty: 3692.471680
	Iteration 53Q: 3 clusters Score -1.055493e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -10554954.000000 Penalty: 3692.471680
	Iteration 54Q: 3 clusters Score -1.055495e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -10554993.000000 Penalty: 3692.471680
	Iteration 55Q: 3 clusters Score -1.055499e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -10555035.000000 Penalty: 3692.471680
	Iteration 56Q: 3 clusters Score -1.055504e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -10555071.000000 Penalty: 3692.471680
	Iteration 57Q: 3 clusters Score -1.055507e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -10555079.000000 Penalty: 3692.471680
	Iteration 58Q: 3 clusters Score -1.055508e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -10555110.000000 Penalty: 3692.471680
	Iteration 59Q: 3 clusters Score -1.055511e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -10555129.000000 Penalty: 3692.471680
	Iteration 60F: 3 clusters Score -1.055513e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -10555133.000000 Penalty: 3692.471680
	Iteration 61Q: 3 clusters Score -1.055513e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -10555130.000000 Penalty: 3692.471680
	Iteration 62Q: 3 clusters Score -1.055513e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -10555144.000000 Penalty: 3692.471680
	Iteration 63Q: 3 clusters Score -1.055514e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -10555164.000000 Penalty: 3692.471680
	Iteration 64Q: 3 clusters Score -1.055516e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -10555164.000000 Penalty: 3692.471680
	Iteration 65Q: 3 clusters Score -1.055516e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80856 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -10555146.000000 Penalty: 3692.471680
	Iteration 66Q: 3 clusters Score -1.055515e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -10555140.000000 Penalty: 3692.471680
	Iteration 67Q: 3 clusters Score -1.055514e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -10555149.000000 Penalty: 3692.471680
	Iteration 68Q: 3 clusters Score -1.055515e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -10555167.000000 Penalty: 3692.471680
	Iteration 69Q: 3 clusters Score -1.055517e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -10555150.000000 Penalty: 3692.471680
	Iteration 70Q: 3 clusters Score -1.055515e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -10555175.000000 Penalty: 3692.471680
	Iteration 71Q: 3 clusters Score -1.055518e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -10555178.000000 Penalty: 3692.471680
	Iteration 72Q: 3 clusters Score -1.055518e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -10555176.000000 Penalty: 3692.471680
	Iteration 73Q: 3 clusters Score -1.055518e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -10555191.000000 Penalty: 3692.471680
	Iteration 74Q: 3 clusters Score -1.055519e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -10555211.000000 Penalty: 3692.471680
	Iteration 75Q: 3 clusters Score -1.055521e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -10555216.000000 Penalty: 3692.471680
	Iteration 76Q: 3 clusters Score -1.055522e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -10555221.000000 Penalty: 3692.471680
	Iteration 77Q: 3 clusters Score -1.055522e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -10555242.000000 Penalty: 3692.471680
	Iteration 78Q: 3 clusters Score -1.055524e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -10555259.000000 Penalty: 3692.471680
	Iteration 79Q: 3 clusters Score -1.055526e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -10555272.000000 Penalty: 3692.471680
	Iteration 80F: 3 clusters Score -1.055527e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -10555289.000000 Penalty: 3692.471680
	Iteration 81Q: 3 clusters Score -1.055529e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10555288.000000 Penalty: 3692.471680
	Iteration 82Q: 3 clusters Score -1.055529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -10555308.000000 Penalty: 3692.471680
	Iteration 83Q: 3 clusters Score -1.055531e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -10555314.000000 Penalty: 3692.471680
	Iteration 84Q: 3 clusters Score -1.055531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -10555317.000000 Penalty: 3692.471680
	Iteration 85Q: 3 clusters Score -1.055532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -10555317.000000 Penalty: 3692.471680
	Iteration 86Q: 3 clusters Score -1.055532e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -10555319.000000 Penalty: 3692.471680
	Iteration 87Q: 3 clusters Score -1.055532e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -10555347.000000 Penalty: 3692.471680
	Iteration 88Q: 3 clusters Score -1.055535e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -10555347.000000 Penalty: 3692.471680
	Iteration 89Q: 3 clusters Score -1.055535e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -10555367.000000 Penalty: 3692.471680
	Iteration 90Q: 3 clusters Score -1.055537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -10555373.000000 Penalty: 3692.471680
	Iteration 91Q: 3 clusters Score -1.055537e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -10555381.000000 Penalty: 3692.471680
	Iteration 92Q: 3 clusters Score -1.055538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82098 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -10555389.000000 Penalty: 3692.471680
	Iteration 93Q: 3 clusters Score -1.055539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -10555382.000000 Penalty: 3692.471680
	Iteration 94Q: 3 clusters Score -1.055538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -10555394.000000 Penalty: 3692.471680
	Iteration 95Q: 3 clusters Score -1.055539e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -10555399.000000 Penalty: 3692.471680
	Iteration 96Q: 3 clusters Score -1.05554e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -10555386.000000 Penalty: 3692.471680
	Iteration 97Q: 3 clusters Score -1.055539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -10555391.000000 Penalty: 3692.471680
	Iteration 98Q: 3 clusters Score -1.055539e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -10555407.000000 Penalty: 3692.471680
	Iteration 99Q: 3 clusters Score -1.055541e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -10555407.000000 Penalty: 3692.471680
	Iteration 100F: 3 clusters Score -1.055541e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -10555423.000000 Penalty: 3692.471680
	Iteration 101Q: 3 clusters Score -1.055542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -10555429.000000 Penalty: 3692.471680
	Iteration 102Q: 3 clusters Score -1.055543e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -10555439.000000 Penalty: 3692.471680
	Iteration 103Q: 3 clusters Score -1.055544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -10555453.000000 Penalty: 3692.471680
	Iteration 104Q: 3 clusters Score -1.055545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -10555455.000000 Penalty: 3692.471680
	Iteration 105Q: 3 clusters Score -1.055546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -10555447.000000 Penalty: 3692.471680
	Iteration 106Q: 3 clusters Score -1.055545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -10555457.000000 Penalty: 3692.471680
	Iteration 107Q: 3 clusters Score -1.055546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -10555459.000000 Penalty: 3692.471680
	Iteration 108Q: 3 clusters Score -1.055546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -10555450.000000 Penalty: 3692.471680
	Iteration 109Q: 3 clusters Score -1.055545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -10555448.000000 Penalty: 3692.471680
	Iteration 110Q: 3 clusters Score -1.055545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -10555451.000000 Penalty: 3692.471680
	Iteration 111Q: 3 clusters Score -1.055545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -10555455.000000 Penalty: 3692.471680
	Iteration 112Q: 3 clusters Score -1.055546e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -10555461.000000 Penalty: 3692.471680
	Iteration 113Q: 3 clusters Score -1.055546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -10555460.000000 Penalty: 3692.471680
	Iteration 114Q: 3 clusters Score -1.055546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -10555463.000000 Penalty: 3692.471680
	Iteration 115Q: 3 clusters Score -1.055546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -10555471.000000 Penalty: 3692.471680
	Iteration 116Q: 3 clusters Score -1.055547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -10555469.000000 Penalty: 3692.471680
	Iteration 117Q: 3 clusters Score -1.055547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -10555478.000000 Penalty: 3692.471680
	Iteration 118Q: 3 clusters Score -1.055548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -10555457.000000 Penalty: 3692.471680
	Iteration 119Q: 3 clusters Score -1.055546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -10555463.000000 Penalty: 3692.471680
	Iteration 120F: 3 clusters Score -1.055546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -10555465.000000 Penalty: 3692.471680
	Iteration 121Q: 3 clusters Score -1.055546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -10555471.000000 Penalty: 3692.471680
	Iteration 122Q: 3 clusters Score -1.055547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -10555454.000000 Penalty: 3692.471680
	Iteration 123Q: 3 clusters Score -1.055545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -10555463.000000 Penalty: 3692.471680
	Iteration 124Q: 3 clusters Score -1.055546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82728 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -10555465.000000 Penalty: 3692.471680
	Iteration 125Q: 3 clusters Score -1.055546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -10555460.000000 Penalty: 3692.471680
	Iteration 126Q: 3 clusters Score -1.055546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -10555458.000000 Penalty: 3692.471680
	Iteration 127Q: 3 clusters Score -1.055546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -10555459.000000 Penalty: 3692.471680
	Iteration 128Q: 3 clusters Score -1.055546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -10555469.000000 Penalty: 3692.471680
	Iteration 129Q: 3 clusters Score -1.055547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -10555475.000000 Penalty: 3692.471680
	Iteration 130Q: 3 clusters Score -1.055548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -10555475.000000 Penalty: 3692.471680
	Iteration 131Q: 3 clusters Score -1.055548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -10555487.000000 Penalty: 3692.471680
	Iteration 132Q: 3 clusters Score -1.055549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -10555475.000000 Penalty: 3692.471680
	Iteration 133Q: 3 clusters Score -1.055548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -10555479.000000 Penalty: 3692.471680
	Iteration 134Q: 3 clusters Score -1.055548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -10555473.000000 Penalty: 3692.471680
	Iteration 135Q: 3 clusters Score -1.055547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82882 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -10555476.000000 Penalty: 3692.471680
	Iteration 136Q: 3 clusters Score -1.055548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -10555477.000000 Penalty: 3692.471680
	Iteration 137Q: 3 clusters Score -1.055548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -10555467.000000 Penalty: 3692.471680
	Iteration 138Q: 3 clusters Score -1.055547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -10555470.000000 Penalty: 3692.471680
	Iteration 139Q: 3 clusters Score -1.055547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -10555483.000000 Penalty: 3692.471680
	Iteration 140F: 3 clusters Score -1.055548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -10555488.000000 Penalty: 3692.471680
	Iteration 141Q: 3 clusters Score -1.055549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -10555481.000000 Penalty: 3692.471680
	Iteration 142Q: 3 clusters Score -1.055548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -10555484.000000 Penalty: 3692.471680
	Iteration 143Q: 3 clusters Score -1.055548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -10555492.000000 Penalty: 3692.471680
	Iteration 144Q: 3 clusters Score -1.055549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -10555483.000000 Penalty: 3692.471680
	Iteration 145Q: 3 clusters Score -1.055548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -10555481.000000 Penalty: 3692.471680
	Iteration 146Q: 3 clusters Score -1.055548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -10555469.000000 Penalty: 3692.471680
	Iteration 147Q: 3 clusters Score -1.055547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -10555470.000000 Penalty: 3692.471680
	Iteration 148Q: 3 clusters Score -1.055547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -10555470.000000 Penalty: 3692.471680
	Iteration 149F: 3 clusters Score -1.055547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Entering Unmasked Estep 
Score: -658582.312500 Penalty: 1402.343750
	Iteration 0F: 2 clusters Score -658582.3 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 2750 members 
Entering Unmasked Estep 
Score: -654252.062500 Penalty: 2804.687500
	Iteration 0F: 3 clusters Score -654252.1 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -655489.062500 Penalty: 2804.687500
	Iteration 1F: 3 clusters Score -655489.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -655720.062500 Penalty: 2804.687500
	Iteration 2F: 3 clusters Score -655720.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -655943.500000 Penalty: 2804.687500
	Iteration 3F: 3 clusters Score -655943.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -656187.187500 Penalty: 2804.687500
	Iteration 4F: 3 clusters Score -656187.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -656402.812500 Penalty: 2804.687500
	Iteration 5F: 3 clusters Score -656402.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -656681.937500 Penalty: 2804.687500
	Iteration 6Q: 3 clusters Score -656681.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -656997.625000 Penalty: 2804.687500
	Iteration 7F: 3 clusters Score -656997.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -657262.437500 Penalty: 2804.687500
	Iteration 8Q: 3 clusters Score -657262.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -657412.375000 Penalty: 2804.687500
	Iteration 9Q: 3 clusters Score -657412.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -657516.625000 Penalty: 2804.687500
	Iteration 10Q: 3 clusters Score -657516.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -657590.187500 Penalty: 2804.687500
	Iteration 11Q: 3 clusters Score -657590.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -657629.500000 Penalty: 2804.687500
	Iteration 12Q: 3 clusters Score -657629.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -657651.562500 Penalty: 2804.687500
	Iteration 13Q: 3 clusters Score -657651.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -657671.625000 Penalty: 2804.687500
	Iteration 14Q: 3 clusters Score -657671.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -657682.250000 Penalty: 2804.687500
	Iteration 15Q: 3 clusters Score -657682.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -657687.625000 Penalty: 2804.687500
	Iteration 16Q: 3 clusters Score -657687.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -657691.875000 Penalty: 2804.687500
	Iteration 17Q: 3 clusters Score -657691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -657693.312500 Penalty: 2804.687500
	Iteration 18Q: 3 clusters Score -657693.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -657694.437500 Penalty: 2804.687500
	Iteration 19Q: 3 clusters Score -657694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -657695.937500 Penalty: 2804.687500
	Iteration 20F: 3 clusters Score -657695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -657695.625000 Penalty: 2804.687500
	Iteration 21Q: 3 clusters Score -657695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -657696.125000 Penalty: 2804.687500
	Iteration 22Q: 3 clusters Score -657696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -657697.437500 Penalty: 2804.687500
	Iteration 23Q: 3 clusters Score -657697.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -657697.687500 Penalty: 2804.687500
	Iteration 24Q: 3 clusters Score -657697.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -657698.687500 Penalty: 2804.687500
	Iteration 25Q: 3 clusters Score -657698.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -657699.312500 Penalty: 2804.687500
	Iteration 26Q: 3 clusters Score -657699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -657699.562500 Penalty: 2804.687500
	Iteration 27Q: 3 clusters Score -657699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -657701.625000 Penalty: 2804.687500
	Iteration 28Q: 3 clusters Score -657701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -657702.687500 Penalty: 2804.687500
	Iteration 29Q: 3 clusters Score -657702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -657704.312500 Penalty: 2804.687500
	Iteration 30Q: 3 clusters Score -657704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -657703.750000 Penalty: 2804.687500
	Iteration 31Q: 3 clusters Score -657703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -657704.062500 Penalty: 2804.687500
	Iteration 32Q: 3 clusters Score -657704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -657704.312500 Penalty: 2804.687500
	Iteration 33Q: 3 clusters Score -657704.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -657704.312500 Penalty: 2804.687500
	Iteration 34F: 3 clusters Score -657704.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (135781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135781 members 
Entering Unmasked Estep 
Score: -16900386.000000 Penalty: 1920.554810
	Iteration 0F: 2 clusters Score -1.690039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -16843016.000000 Penalty: 3841.109619
	Iteration 0F: 3 clusters Score -1.684302e+07 nChanged 65236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -16881300.000000 Penalty: 3841.109619
	Iteration 1F: 3 clusters Score -1.68813e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -16882570.000000 Penalty: 3841.109619
	Iteration 2Q: 3 clusters Score -1.688257e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -16884318.000000 Penalty: 3841.109619
	Iteration 3Q: 3 clusters Score -1.688432e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -16886962.000000 Penalty: 3841.109619
	Iteration 4Q: 3 clusters Score -1.688696e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79958 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -16891174.000000 Penalty: 3841.109619
	Iteration 5F: 3 clusters Score -1.689117e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -16896440.000000 Penalty: 3841.109619
	Iteration 6F: 3 clusters Score -1.689644e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87417 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -16902564.000000 Penalty: 3841.109619
	Iteration 7F: 3 clusters Score -1.690256e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -16906704.000000 Penalty: 3841.109619
	Iteration 8F: 3 clusters Score -1.69067e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -16908216.000000 Penalty: 3841.109619
	Iteration 9Q: 3 clusters Score -1.690822e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -16908418.000000 Penalty: 3841.109619
	Iteration 10Q: 3 clusters Score -1.690842e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91534 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -16908312.000000 Penalty: 3841.109619
	Iteration 11Q: 3 clusters Score -1.690831e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -16908322.000000 Penalty: 3841.109619
	Iteration 12Q: 3 clusters Score -1.690832e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -16908262.000000 Penalty: 3841.109619
	Iteration 13Q: 3 clusters Score -1.690826e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92169 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -16908240.000000 Penalty: 3841.109619
	Iteration 14Q: 3 clusters Score -1.690824e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -16908208.000000 Penalty: 3841.109619
	Iteration 15Q: 3 clusters Score -1.690821e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -16908120.000000 Penalty: 3841.109619
	Iteration 16Q: 3 clusters Score -1.690812e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -16908196.000000 Penalty: 3841.109619
	Iteration 17Q: 3 clusters Score -1.69082e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -16908210.000000 Penalty: 3841.109619
	Iteration 18Q: 3 clusters Score -1.690821e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91007 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -16908274.000000 Penalty: 3841.109619
	Iteration 19Q: 3 clusters Score -1.690827e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -16908450.000000 Penalty: 3841.109619
	Iteration 20F: 3 clusters Score -1.690845e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -16908696.000000 Penalty: 3841.109619
	Iteration 21Q: 3 clusters Score -1.69087e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -16908916.000000 Penalty: 3841.109619
	Iteration 22Q: 3 clusters Score -1.690892e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87953 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -16909270.000000 Penalty: 3841.109619
	Iteration 23Q: 3 clusters Score -1.690927e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -16909506.000000 Penalty: 3841.109619
	Iteration 24Q: 3 clusters Score -1.690951e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -16909878.000000 Penalty: 3841.109619
	Iteration 25Q: 3 clusters Score -1.690988e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -16910278.000000 Penalty: 3841.109619
	Iteration 26Q: 3 clusters Score -1.691028e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -16910678.000000 Penalty: 3841.109619
	Iteration 27Q: 3 clusters Score -1.691068e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -16911030.000000 Penalty: 3841.109619
	Iteration 28Q: 3 clusters Score -1.691103e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -16911394.000000 Penalty: 3841.109619
	Iteration 29Q: 3 clusters Score -1.691139e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -16911678.000000 Penalty: 3841.109619
	Iteration 30Q: 3 clusters Score -1.691168e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -16912026.000000 Penalty: 3841.109619
	Iteration 31Q: 3 clusters Score -1.691203e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -16912414.000000 Penalty: 3841.109619
	Iteration 32Q: 3 clusters Score -1.691241e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -16912790.000000 Penalty: 3841.109619
	Iteration 33Q: 3 clusters Score -1.691279e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -16913130.000000 Penalty: 3841.109619
	Iteration 34Q: 3 clusters Score -1.691313e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -16913474.000000 Penalty: 3841.109619
	Iteration 35Q: 3 clusters Score -1.691347e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -16913922.000000 Penalty: 3841.109619
	Iteration 36Q: 3 clusters Score -1.691392e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -16914240.000000 Penalty: 3841.109619
	Iteration 37Q: 3 clusters Score -1.691424e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -16914570.000000 Penalty: 3841.109619
	Iteration 38Q: 3 clusters Score -1.691457e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -16914852.000000 Penalty: 3841.109619
	Iteration 39Q: 3 clusters Score -1.691485e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -16915296.000000 Penalty: 3841.109619
	Iteration 40F: 3 clusters Score -1.69153e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -16915708.000000 Penalty: 3841.109619
	Iteration 41Q: 3 clusters Score -1.691571e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -16916198.000000 Penalty: 3841.109619
	Iteration 42Q: 3 clusters Score -1.69162e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -16916636.000000 Penalty: 3841.109619
	Iteration 43Q: 3 clusters Score -1.691664e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -16917086.000000 Penalty: 3841.109619
	Iteration 44Q: 3 clusters Score -1.691709e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 58135 members 
Entering Unmasked Estep 
Score: -16917474.000000 Penalty: 3841.109619
	Iteration 45Q: 3 clusters Score -1.691747e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -16917726.000000 Penalty: 3841.109619
	Iteration 46Q: 3 clusters Score -1.691773e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -16918140.000000 Penalty: 3841.109619
	Iteration 47Q: 3 clusters Score -1.691814e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -16918326.000000 Penalty: 3841.109619
	Iteration 48Q: 3 clusters Score -1.691833e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -16918464.000000 Penalty: 3841.109619
	Iteration 49Q: 3 clusters Score -1.691846e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -16918580.000000 Penalty: 3841.109619
	Iteration 50Q: 3 clusters Score -1.691858e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -16918690.000000 Penalty: 3841.109619
	Iteration 51Q: 3 clusters Score -1.691869e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -16918822.000000 Penalty: 3841.109619
	Iteration 52Q: 3 clusters Score -1.691882e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -16918952.000000 Penalty: 3841.109619
	Iteration 53Q: 3 clusters Score -1.691895e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78059 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -16919000.000000 Penalty: 3841.109619
	Iteration 54Q: 3 clusters Score -1.6919e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -16919086.000000 Penalty: 3841.109619
	Iteration 55Q: 3 clusters Score -1.691909e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78243 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -16919088.000000 Penalty: 3841.109619
	Iteration 56Q: 3 clusters Score -1.691909e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -16919136.000000 Penalty: 3841.109619
	Iteration 57Q: 3 clusters Score -1.691914e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -16919186.000000 Penalty: 3841.109619
	Iteration 58Q: 3 clusters Score -1.691919e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -16919220.000000 Penalty: 3841.109619
	Iteration 59Q: 3 clusters Score -1.691922e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -16919238.000000 Penalty: 3841.109619
	Iteration 60F: 3 clusters Score -1.691924e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -16919366.000000 Penalty: 3841.109619
	Iteration 61Q: 3 clusters Score -1.691937e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78966 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -16919416.000000 Penalty: 3841.109619
	Iteration 62Q: 3 clusters Score -1.691942e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -16919456.000000 Penalty: 3841.109619
	Iteration 63Q: 3 clusters Score -1.691946e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -16919478.000000 Penalty: 3841.109619
	Iteration 64Q: 3 clusters Score -1.691948e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -16919496.000000 Penalty: 3841.109619
	Iteration 65Q: 3 clusters Score -1.69195e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -16919482.000000 Penalty: 3841.109619
	Iteration 66Q: 3 clusters Score -1.691948e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -16919478.000000 Penalty: 3841.109619
	Iteration 67Q: 3 clusters Score -1.691948e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79811 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -16919472.000000 Penalty: 3841.109619
	Iteration 68Q: 3 clusters Score -1.691947e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -16919502.000000 Penalty: 3841.109619
	Iteration 69Q: 3 clusters Score -1.69195e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -16919466.000000 Penalty: 3841.109619
	Iteration 70Q: 3 clusters Score -1.691947e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -16919456.000000 Penalty: 3841.109619
	Iteration 71Q: 3 clusters Score -1.691946e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -16919474.000000 Penalty: 3841.109619
	Iteration 72Q: 3 clusters Score -1.691947e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -16919466.000000 Penalty: 3841.109619
	Iteration 73Q: 3 clusters Score -1.691947e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -16919484.000000 Penalty: 3841.109619
	Iteration 74Q: 3 clusters Score -1.691948e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -16919512.000000 Penalty: 3841.109619
	Iteration 75Q: 3 clusters Score -1.691951e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -16919520.000000 Penalty: 3841.109619
	Iteration 76Q: 3 clusters Score -1.691952e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -16919520.000000 Penalty: 3841.109619
	Iteration 77Q: 3 clusters Score -1.691952e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -16919514.000000 Penalty: 3841.109619
	Iteration 78Q: 3 clusters Score -1.691951e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -16919520.000000 Penalty: 3841.109619
	Iteration 79Q: 3 clusters Score -1.691952e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -16919542.000000 Penalty: 3841.109619
	Iteration 80F: 3 clusters Score -1.691954e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -16919560.000000 Penalty: 3841.109619
	Iteration 81Q: 3 clusters Score -1.691956e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -16919576.000000 Penalty: 3841.109619
	Iteration 82Q: 3 clusters Score -1.691958e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -16919574.000000 Penalty: 3841.109619
	Iteration 83Q: 3 clusters Score -1.691957e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -16919604.000000 Penalty: 3841.109619
	Iteration 84Q: 3 clusters Score -1.69196e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -16919596.000000 Penalty: 3841.109619
	Iteration 85Q: 3 clusters Score -1.69196e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -16919602.000000 Penalty: 3841.109619
	Iteration 86Q: 3 clusters Score -1.69196e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -16919600.000000 Penalty: 3841.109619
	Iteration 87Q: 3 clusters Score -1.69196e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -16919578.000000 Penalty: 3841.109619
	Iteration 88Q: 3 clusters Score -1.691958e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -16919586.000000 Penalty: 3841.109619
	Iteration 89Q: 3 clusters Score -1.691959e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -16919608.000000 Penalty: 3841.109619
	Iteration 90Q: 3 clusters Score -1.691961e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -16919590.000000 Penalty: 3841.109619
	Iteration 91Q: 3 clusters Score -1.691959e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -16919544.000000 Penalty: 3841.109619
	Iteration 92Q: 3 clusters Score -1.691954e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -16919564.000000 Penalty: 3841.109619
	Iteration 93Q: 3 clusters Score -1.691956e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -16919562.000000 Penalty: 3841.109619
	Iteration 94Q: 3 clusters Score -1.691956e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -16919562.000000 Penalty: 3841.109619
	Iteration 95Q: 3 clusters Score -1.691956e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -16919544.000000 Penalty: 3841.109619
	Iteration 96Q: 3 clusters Score -1.691954e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81739 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -16919544.000000 Penalty: 3841.109619
	Iteration 97Q: 3 clusters Score -1.691954e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -16919518.000000 Penalty: 3841.109619
	Iteration 98Q: 3 clusters Score -1.691952e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -16919526.000000 Penalty: 3841.109619
	Iteration 99Q: 3 clusters Score -1.691953e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -16919526.000000 Penalty: 3841.109619
	Iteration 100F: 3 clusters Score -1.691953e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -16919514.000000 Penalty: 3841.109619
	Iteration 101Q: 3 clusters Score -1.691951e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -16919490.000000 Penalty: 3841.109619
	Iteration 102Q: 3 clusters Score -1.691949e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -16919474.000000 Penalty: 3841.109619
	Iteration 103Q: 3 clusters Score -1.691947e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -16919486.000000 Penalty: 3841.109619
	Iteration 104Q: 3 clusters Score -1.691949e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82032 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -16919482.000000 Penalty: 3841.109619
	Iteration 105Q: 3 clusters Score -1.691948e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -16919452.000000 Penalty: 3841.109619
	Iteration 106Q: 3 clusters Score -1.691945e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -16919450.000000 Penalty: 3841.109619
	Iteration 107Q: 3 clusters Score -1.691945e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -16919462.000000 Penalty: 3841.109619
	Iteration 108Q: 3 clusters Score -1.691946e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -16919450.000000 Penalty: 3841.109619
	Iteration 109Q: 3 clusters Score -1.691945e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -16919410.000000 Penalty: 3841.109619
	Iteration 110Q: 3 clusters Score -1.691941e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -16919390.000000 Penalty: 3841.109619
	Iteration 111Q: 3 clusters Score -1.691939e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -16919370.000000 Penalty: 3841.109619
	Iteration 112Q: 3 clusters Score -1.691937e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -16919372.000000 Penalty: 3841.109619
	Iteration 113Q: 3 clusters Score -1.691937e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -16919382.000000 Penalty: 3841.109619
	Iteration 114Q: 3 clusters Score -1.691938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -16919374.000000 Penalty: 3841.109619
	Iteration 115Q: 3 clusters Score -1.691937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -16919388.000000 Penalty: 3841.109619
	Iteration 116Q: 3 clusters Score -1.691939e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -16919378.000000 Penalty: 3841.109619
	Iteration 117Q: 3 clusters Score -1.691938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -16919396.000000 Penalty: 3841.109619
	Iteration 118Q: 3 clusters Score -1.69194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -16919398.000000 Penalty: 3841.109619
	Iteration 119Q: 3 clusters Score -1.69194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -16919380.000000 Penalty: 3841.109619
	Iteration 120F: 3 clusters Score -1.691938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -16919378.000000 Penalty: 3841.109619
	Iteration 121Q: 3 clusters Score -1.691938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -16919388.000000 Penalty: 3841.109619
	Iteration 122Q: 3 clusters Score -1.691939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -16919386.000000 Penalty: 3841.109619
	Iteration 123Q: 3 clusters Score -1.691939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -16919392.000000 Penalty: 3841.109619
	Iteration 124Q: 3 clusters Score -1.691939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -16919394.000000 Penalty: 3841.109619
	Iteration 125Q: 3 clusters Score -1.691939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -16919402.000000 Penalty: 3841.109619
	Iteration 126Q: 3 clusters Score -1.69194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -16919392.000000 Penalty: 3841.109619
	Iteration 127Q: 3 clusters Score -1.691939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -16919384.000000 Penalty: 3841.109619
	Iteration 128Q: 3 clusters Score -1.691938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -16919388.000000 Penalty: 3841.109619
	Iteration 129Q: 3 clusters Score -1.691939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -16919386.000000 Penalty: 3841.109619
	Iteration 130Q: 3 clusters Score -1.691939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -16919386.000000 Penalty: 3841.109619
	Iteration 131Q: 3 clusters Score -1.691939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -16919394.000000 Penalty: 3841.109619
	Iteration 132Q: 3 clusters Score -1.691939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -16919392.000000 Penalty: 3841.109619
	Iteration 133Q: 3 clusters Score -1.691939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -16919398.000000 Penalty: 3841.109619
	Iteration 134Q: 3 clusters Score -1.69194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -16919394.000000 Penalty: 3841.109619
	Iteration 135Q: 3 clusters Score -1.691939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -16919396.000000 Penalty: 3841.109619
	Iteration 136Q: 3 clusters Score -1.69194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -16919396.000000 Penalty: 3841.109619
	Iteration 137F: 3 clusters Score -1.69194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 101853 members 
Mstep: Class 5 contains 85944 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 82400 members 
Mstep: Class 9 contains 181227 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 14 contains 10140 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 3449 members 
Mstep: Class 17 contains 13912 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 150709 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 53381 members 
Entering Unmasked Estep 
Score: -102068896.000000 Penalty: 48772.281250
Splitting cluster 8 changes total score from -102037312.000000 to -102068896.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (181227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181227 members 
Entering Unmasked Estep 
Score: -22563376.000000 Penalty: 1967.469727
	Iteration 0F: 2 clusters Score -2.256338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -22496646.000000 Penalty: 3934.939453
	Iteration 0F: 3 clusters Score -2.249665e+07 nChanged 88090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -22548616.000000 Penalty: 3934.939453
	Iteration 1F: 3 clusters Score -2.254862e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -22550312.000000 Penalty: 3934.939453
	Iteration 2Q: 3 clusters Score -2.255031e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -22553004.000000 Penalty: 3934.939453
	Iteration 3Q: 3 clusters Score -2.2553e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -22558170.000000 Penalty: 3934.939453
	Iteration 4F: 3 clusters Score -2.255817e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -22566620.000000 Penalty: 3934.939453
	Iteration 5F: 3 clusters Score -2.256662e+07 nChanged 14730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 104602 members 
Entering Unmasked Estep 
Score: -22575764.000000 Penalty: 3934.939453
	Iteration 6F: 3 clusters Score -2.257576e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -22580402.000000 Penalty: 3934.939453
	Iteration 7F: 3 clusters Score -2.25804e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 100856 members 
Entering Unmasked Estep 
Score: -22581476.000000 Penalty: 3934.939453
	Iteration 8Q: 3 clusters Score -2.258148e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 98628 members 
Entering Unmasked Estep 
Score: -22582358.000000 Penalty: 3934.939453
	Iteration 9Q: 3 clusters Score -2.258236e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 96453 members 
Entering Unmasked Estep 
Score: -22583176.000000 Penalty: 3934.939453
	Iteration 10Q: 3 clusters Score -2.258318e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -22584078.000000 Penalty: 3934.939453
	Iteration 11Q: 3 clusters Score -2.258408e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -22584852.000000 Penalty: 3934.939453
	Iteration 12Q: 3 clusters Score -2.258485e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
Score: -22585194.000000 Penalty: 3934.939453
	Iteration 13Q: 3 clusters Score -2.258519e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -22585300.000000 Penalty: 3934.939453
	Iteration 14Q: 3 clusters Score -2.25853e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93847 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -22585330.000000 Penalty: 3934.939453
	Iteration 15Q: 3 clusters Score -2.258533e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94519 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -22585262.000000 Penalty: 3934.939453
	Iteration 16Q: 3 clusters Score -2.258526e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -22585432.000000 Penalty: 3934.939453
	Iteration 17Q: 3 clusters Score -2.258543e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94945 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -22585626.000000 Penalty: 3934.939453
	Iteration 18Q: 3 clusters Score -2.258563e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -22585760.000000 Penalty: 3934.939453
	Iteration 19Q: 3 clusters Score -2.258576e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -22585948.000000 Penalty: 3934.939453
	Iteration 20F: 3 clusters Score -2.258595e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 86745 members 
Entering Unmasked Estep 
Score: -22586094.000000 Penalty: 3934.939453
	Iteration 21Q: 3 clusters Score -2.258609e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -22586462.000000 Penalty: 3934.939453
	Iteration 22Q: 3 clusters Score -2.258646e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93820 members 
Mstep: Class 2 contains 87407 members 
Entering Unmasked Estep 
Score: -22586622.000000 Penalty: 3934.939453
	Iteration 23Q: 3 clusters Score -2.258662e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -22586990.000000 Penalty: 3934.939453
	Iteration 24Q: 3 clusters Score -2.258699e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -22587480.000000 Penalty: 3934.939453
	Iteration 25Q: 3 clusters Score -2.258748e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -22587728.000000 Penalty: 3934.939453
	Iteration 26Q: 3 clusters Score -2.258773e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 88788 members 
Entering Unmasked Estep 
Score: -22588042.000000 Penalty: 3934.939453
	Iteration 27Q: 3 clusters Score -2.258804e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
Score: -22588362.000000 Penalty: 3934.939453
	Iteration 28Q: 3 clusters Score -2.258836e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91802 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -22588810.000000 Penalty: 3934.939453
	Iteration 29Q: 3 clusters Score -2.258881e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -22589348.000000 Penalty: 3934.939453
	Iteration 30Q: 3 clusters Score -2.258935e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -22589792.000000 Penalty: 3934.939453
	Iteration 31Q: 3 clusters Score -2.258979e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -22590170.000000 Penalty: 3934.939453
	Iteration 32Q: 3 clusters Score -2.259017e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91253 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -22590514.000000 Penalty: 3934.939453
	Iteration 33Q: 3 clusters Score -2.259051e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -22590736.000000 Penalty: 3934.939453
	Iteration 34Q: 3 clusters Score -2.259074e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
Score: -22591020.000000 Penalty: 3934.939453
	Iteration 35Q: 3 clusters Score -2.259102e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -22591158.000000 Penalty: 3934.939453
	Iteration 36Q: 3 clusters Score -2.259116e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -22591472.000000 Penalty: 3934.939453
	Iteration 37Q: 3 clusters Score -2.259147e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 89572 members 
Entering Unmasked Estep 
Score: -22591674.000000 Penalty: 3934.939453
	Iteration 38Q: 3 clusters Score -2.259167e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91917 members 
Mstep: Class 2 contains 89310 members 
Entering Unmasked Estep 
Score: -22591932.000000 Penalty: 3934.939453
	Iteration 39Q: 3 clusters Score -2.259193e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -22592142.000000 Penalty: 3934.939453
	Iteration 40F: 3 clusters Score -2.259214e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -22592362.000000 Penalty: 3934.939453
	Iteration 41Q: 3 clusters Score -2.259236e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -22592502.000000 Penalty: 3934.939453
	Iteration 42Q: 3 clusters Score -2.25925e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -22592610.000000 Penalty: 3934.939453
	Iteration 43Q: 3 clusters Score -2.259261e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 87369 members 
Entering Unmasked Estep 
Score: -22592824.000000 Penalty: 3934.939453
	Iteration 44Q: 3 clusters Score -2.259282e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 86870 members 
Entering Unmasked Estep 
Score: -22593000.000000 Penalty: 3934.939453
	Iteration 45Q: 3 clusters Score -2.2593e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 86390 members 
Entering Unmasked Estep 
Score: -22593030.000000 Penalty: 3934.939453
	Iteration 46Q: 3 clusters Score -2.259303e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95297 members 
Mstep: Class 2 contains 85930 members 
Entering Unmasked Estep 
Score: -22593066.000000 Penalty: 3934.939453
	Iteration 47Q: 3 clusters Score -2.259307e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95731 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -22592990.000000 Penalty: 3934.939453
	Iteration 48Q: 3 clusters Score -2.259299e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -22592918.000000 Penalty: 3934.939453
	Iteration 49Q: 3 clusters Score -2.259292e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -22592910.000000 Penalty: 3934.939453
	Iteration 50Q: 3 clusters Score -2.259291e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -22592932.000000 Penalty: 3934.939453
	Iteration 51Q: 3 clusters Score -2.259293e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
Score: -22592758.000000 Penalty: 3934.939453
	Iteration 52Q: 3 clusters Score -2.259276e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98143 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -22592560.000000 Penalty: 3934.939453
	Iteration 53Q: 3 clusters Score -2.259256e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -22592196.000000 Penalty: 3934.939453
	Iteration 54Q: 3 clusters Score -2.25922e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99205 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -22592026.000000 Penalty: 3934.939453
	Iteration 55Q: 3 clusters Score -2.259203e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99656 members 
Mstep: Class 2 contains 81571 members 
Entering Unmasked Estep 
Score: -22591754.000000 Penalty: 3934.939453
	Iteration 56Q: 3 clusters Score -2.259175e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -22591342.000000 Penalty: 3934.939453
	Iteration 57Q: 3 clusters Score -2.259134e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -22591202.000000 Penalty: 3934.939453
	Iteration 58Q: 3 clusters Score -2.25912e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -22590910.000000 Penalty: 3934.939453
	Iteration 59Q: 3 clusters Score -2.259091e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -22590614.000000 Penalty: 3934.939453
	Iteration 60F: 3 clusters Score -2.259061e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101189 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -22590414.000000 Penalty: 3934.939453
	Iteration 61Q: 3 clusters Score -2.259041e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -22590174.000000 Penalty: 3934.939453
	Iteration 62Q: 3 clusters Score -2.259017e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 80031 members 
Entering Unmasked Estep 
Score: -22590058.000000 Penalty: 3934.939453
	Iteration 63Q: 3 clusters Score -2.259006e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -22589962.000000 Penalty: 3934.939453
	Iteration 64Q: 3 clusters Score -2.258996e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100968 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -22589938.000000 Penalty: 3934.939453
	Iteration 65Q: 3 clusters Score -2.258994e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100849 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -22589836.000000 Penalty: 3934.939453
	Iteration 66Q: 3 clusters Score -2.258984e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -22589748.000000 Penalty: 3934.939453
	Iteration 67Q: 3 clusters Score -2.258975e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100637 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -22589706.000000 Penalty: 3934.939453
	Iteration 68Q: 3 clusters Score -2.258971e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 80738 members 
Entering Unmasked Estep 
Score: -22589720.000000 Penalty: 3934.939453
	Iteration 69Q: 3 clusters Score -2.258972e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -22589750.000000 Penalty: 3934.939453
	Iteration 70Q: 3 clusters Score -2.258975e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100233 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -22589610.000000 Penalty: 3934.939453
	Iteration 71Q: 3 clusters Score -2.258961e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -22589624.000000 Penalty: 3934.939453
	Iteration 72Q: 3 clusters Score -2.258962e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100038 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -22589720.000000 Penalty: 3934.939453
	Iteration 73Q: 3 clusters Score -2.258972e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -22589846.000000 Penalty: 3934.939453
	Iteration 74Q: 3 clusters Score -2.258985e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99798 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -22589894.000000 Penalty: 3934.939453
	Iteration 75Q: 3 clusters Score -2.258989e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -22590012.000000 Penalty: 3934.939453
	Iteration 76Q: 3 clusters Score -2.259001e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99549 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -22590100.000000 Penalty: 3934.939453
	Iteration 77Q: 3 clusters Score -2.25901e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99420 members 
Mstep: Class 2 contains 81807 members 
Entering Unmasked Estep 
Score: -22590220.000000 Penalty: 3934.939453
	Iteration 78Q: 3 clusters Score -2.259022e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -22590242.000000 Penalty: 3934.939453
	Iteration 79Q: 3 clusters Score -2.259024e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99209 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -22590294.000000 Penalty: 3934.939453
	Iteration 80F: 3 clusters Score -2.259029e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99122 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -22590362.000000 Penalty: 3934.939453
	Iteration 81Q: 3 clusters Score -2.259036e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99042 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -22590442.000000 Penalty: 3934.939453
	Iteration 82Q: 3 clusters Score -2.259044e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98967 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -22590504.000000 Penalty: 3934.939453
	Iteration 83Q: 3 clusters Score -2.25905e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
Score: -22590528.000000 Penalty: 3934.939453
	Iteration 84Q: 3 clusters Score -2.259053e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.259059e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 82480 members 
Entering Unmasked Estep 
Score: -22590558.000000 Penalty: 3934.939453
	Iteration 86Q: 3 clusters Score -2.259056e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98690 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -22590576.000000 Penalty: 3934.939453
	Iteration 87Q: 3 clusters Score -2.259058e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -22590634.000000 Penalty: 3934.939453
	Iteration 88Q: 3 clusters Score -2.259063e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98588 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.259067e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98566 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.259069e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.259069e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 82710 members 
Entering Unmasked Estep 
Score: -22590718.000000 Penalty: 3934.939453
	Iteration 92Q: 3 clusters Score -2.259072e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -22590716.000000 Penalty: 3934.939453
	Iteration 93Q: 3 clusters Score -2.259072e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 82753 members 
Entering Unmasked Estep 
Score: -22590706.000000 Penalty: 3934.939453
	Iteration 94Q: 3 clusters Score -2.259071e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
Score: -22590728.000000 Penalty: 3934.939453
	Iteration 95Q: 3 clusters Score -2.259073e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98458 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.259073e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.259074e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -22590736.000000 Penalty: 3934.939453
	Iteration 98Q: 3 clusters Score -2.259074e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.259075e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98401 members 
Mstep: Class 2 contains 82826 members 
Entering Unmasked Estep 
Score: -22590786.000000 Penalty: 3934.939453
	Iteration 100F: 3 clusters Score -2.259079e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 82845 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.259082e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98364 members 
Mstep: Class 2 contains 82863 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.259084e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.259089e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.259089e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98306 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.259091e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98293 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.259089e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98274 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.25909e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98264 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.259092e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.259095e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98224 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.259099e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.259097e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 83046 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.259104e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98159 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.259103e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98143 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.259106e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.259109e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.259115e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.259117e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98022 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.259121e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.259128e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97947 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.259127e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97919 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -22591314.000000 Penalty: 3934.939453
	Iteration 121Q: 3 clusters Score -2.259131e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 83335 members 
Entering Unmasked Estep 
Score: -22591324.000000 Penalty: 3934.939453
	Iteration 122Q: 3 clusters Score -2.259132e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 83377 members 
Entering Unmasked Estep 
Score: -22591370.000000 Penalty: 3934.939453
	Iteration 123Q: 3 clusters Score -2.259137e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -22591416.000000 Penalty: 3934.939453
	Iteration 124Q: 3 clusters Score -2.259142e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 83460 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.259142e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97735 members 
Mstep: Class 2 contains 83492 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.259145e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.259147e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.259147e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97636 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.259151e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.259154e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97563 members 
Mstep: Class 2 contains 83664 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.259161e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97513 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.259166e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.259166e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97423 members 
Mstep: Class 2 contains 83804 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.259172e+07 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 83845 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.259174e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.259177e+07 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 83925 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.259179e+07 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.259186e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97194 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.259188e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.259189e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.25919e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.259191e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.259193e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.2592e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 84264 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.259201e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 84306 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.259201e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96875 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.259208e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96849 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.259208e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 84400 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.259211e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.259214e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.259218e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.25922e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.259226e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.259231e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.259234e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.259235e+07 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.259237e+07 nChanged 100
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.259237e+07 nChanged 116
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.259238e+07 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96741 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2.259239e+07 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.259242e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 84387 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.259241e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96912 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.259241e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.259244e+07 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97091 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.259238e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.259234e+07 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.259227e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97388 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.259227e+07 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.259221e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.259219e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 83596 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.259222e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97695 members 
Mstep: Class 2 contains 83532 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.259216e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97751 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.259212e+07 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 83428 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.25921e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.259205e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.259204e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.2592e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -22591928.000000 Penalty: 3934.939453
	Iteration 178Q: 3 clusters Score -2.259193e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98124 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -22591856.000000 Penalty: 3934.939453
	Iteration 179Q: 3 clusters Score -2.259186e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -22591762.000000 Penalty: 3934.939453
	Iteration 180F: 3 clusters Score -2.259176e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -22591658.000000 Penalty: 3934.939453
	Iteration 181Q: 3 clusters Score -2.259166e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -22591530.000000 Penalty: 3934.939453
	Iteration 182Q: 3 clusters Score -2.259153e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98631 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -22591434.000000 Penalty: 3934.939453
	Iteration 183Q: 3 clusters Score -2.259143e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98738 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -22591318.000000 Penalty: 3934.939453
	Iteration 184Q: 3 clusters Score -2.259132e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -22591266.000000 Penalty: 3934.939453
	Iteration 185Q: 3 clusters Score -2.259127e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -22591182.000000 Penalty: 3934.939453
	Iteration 186Q: 3 clusters Score -2.259118e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -22591062.000000 Penalty: 3934.939453
	Iteration 187Q: 3 clusters Score -2.259106e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99120 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -22590952.000000 Penalty: 3934.939453
	Iteration 188Q: 3 clusters Score -2.259095e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99202 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -22590888.000000 Penalty: 3934.939453
	Iteration 189Q: 3 clusters Score -2.259089e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99272 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -22590796.000000 Penalty: 3934.939453
	Iteration 190Q: 3 clusters Score -2.25908e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -22590748.000000 Penalty: 3934.939453
	Iteration 191Q: 3 clusters Score -2.259075e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99332 members 
Mstep: Class 2 contains 81895 members 
Entering Unmasked Estep 
Score: -22590754.000000 Penalty: 3934.939453
	Iteration 192Q: 3 clusters Score -2.259075e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -22590690.000000 Penalty: 3934.939453
	Iteration 193Q: 3 clusters Score -2.259069e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99301 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -22590646.000000 Penalty: 3934.939453
	Iteration 194Q: 3 clusters Score -2.259065e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99290 members 
Mstep: Class 2 contains 81937 members 
Entering Unmasked Estep 
Score: -22590630.000000 Penalty: 3934.939453
	Iteration 195Q: 3 clusters Score -2.259063e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99260 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -22590666.000000 Penalty: 3934.939453
	Iteration 196Q: 3 clusters Score -2.259067e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 81995 members 
Entering Unmasked Estep 
Score: -22590628.000000 Penalty: 3934.939453
	Iteration 197Q: 3 clusters Score -2.259063e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -22590608.000000 Penalty: 3934.939453
	Iteration 198Q: 3 clusters Score -2.259061e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -22590646.000000 Penalty: 3934.939453
	Iteration 199Q: 3 clusters Score -2.259065e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99118 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -22590670.000000 Penalty: 3934.939453
	Iteration 200F: 3 clusters Score -2.259067e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99085 members 
Mstep: Class 2 contains 82142 members 
Entering Unmasked Estep 
Score: -22590650.000000 Penalty: 3934.939453
	Iteration 201Q: 3 clusters Score -2.259065e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -22590668.000000 Penalty: 3934.939453
	Iteration 202Q: 3 clusters Score -2.259067e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -22590658.000000 Penalty: 3934.939453
	Iteration 203Q: 3 clusters Score -2.259066e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99019 members 
Mstep: Class 2 contains 82208 members 
Entering Unmasked Estep 
Score: -22590686.000000 Penalty: 3934.939453
	Iteration 204Q: 3 clusters Score -2.259069e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -22590670.000000 Penalty: 3934.939453
	Iteration 205Q: 3 clusters Score -2.259067e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98965 members 
Mstep: Class 2 contains 82262 members 
Entering Unmasked Estep 
Score: -22590662.000000 Penalty: 3934.939453
	Iteration 206Q: 3 clusters Score -2.259066e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -22590650.000000 Penalty: 3934.939453
	Iteration 207Q: 3 clusters Score -2.259065e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -22590642.000000 Penalty: 3934.939453
	Iteration 208Q: 3 clusters Score -2.259064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -22590652.000000 Penalty: 3934.939453
	Iteration 209Q: 3 clusters Score -2.259065e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98874 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
Score: -22590650.000000 Penalty: 3934.939453
	Iteration 210Q: 3 clusters Score -2.259065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98855 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -22590682.000000 Penalty: 3934.939453
	Iteration 211Q: 3 clusters Score -2.259068e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 82399 members 
Entering Unmasked Estep 
Score: -22590690.000000 Penalty: 3934.939453
	Iteration 212Q: 3 clusters Score -2.259069e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -22590702.000000 Penalty: 3934.939453
	Iteration 213Q: 3 clusters Score -2.25907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -22590716.000000 Penalty: 3934.939453
	Iteration 214Q: 3 clusters Score -2.259072e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -22590722.000000 Penalty: 3934.939453
	Iteration 215Q: 3 clusters Score -2.259072e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -22590740.000000 Penalty: 3934.939453
	Iteration 216Q: 3 clusters Score -2.259074e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98698 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -22590746.000000 Penalty: 3934.939453
	Iteration 217Q: 3 clusters Score -2.259075e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -22590762.000000 Penalty: 3934.939453
	Iteration 218Q: 3 clusters Score -2.259076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98652 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -22590772.000000 Penalty: 3934.939453
	Iteration 219Q: 3 clusters Score -2.259077e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98632 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -22590758.000000 Penalty: 3934.939453
	Iteration 220F: 3 clusters Score -2.259076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98629 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -22590748.000000 Penalty: 3934.939453
	Iteration 221Q: 3 clusters Score -2.259075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98622 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -22590762.000000 Penalty: 3934.939453
	Iteration 222Q: 3 clusters Score -2.259076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -22590780.000000 Penalty: 3934.939453
	Iteration 223Q: 3 clusters Score -2.259078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -22590794.000000 Penalty: 3934.939453
	Iteration 224Q: 3 clusters Score -2.259079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -22590788.000000 Penalty: 3934.939453
	Iteration 225Q: 3 clusters Score -2.259079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98596 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -22590814.000000 Penalty: 3934.939453
	Iteration 226Q: 3 clusters Score -2.259081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -22590808.000000 Penalty: 3934.939453
	Iteration 227Q: 3 clusters Score -2.259081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -22590798.000000 Penalty: 3934.939453
	Iteration 228Q: 3 clusters Score -2.25908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98584 members 
Mstep: Class 2 contains 82643 members 
Entering Unmasked Estep 
Score: -22590802.000000 Penalty: 3934.939453
	Iteration 229Q: 3 clusters Score -2.25908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98577 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -22590798.000000 Penalty: 3934.939453
	Iteration 230Q: 3 clusters Score -2.25908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98573 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -22590816.000000 Penalty: 3934.939453
	Iteration 231Q: 3 clusters Score -2.259082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -22590802.000000 Penalty: 3934.939453
	Iteration 232Q: 3 clusters Score -2.25908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 82664 members 
Entering Unmasked Estep 
Score: -22590794.000000 Penalty: 3934.939453
	Iteration 233Q: 3 clusters Score -2.259079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -22590818.000000 Penalty: 3934.939453
	Iteration 234Q: 3 clusters Score -2.259082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98547 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -22590832.000000 Penalty: 3934.939453
	Iteration 235Q: 3 clusters Score -2.259083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98533 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -22590838.000000 Penalty: 3934.939453
	Iteration 236Q: 3 clusters Score -2.259084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -22590862.000000 Penalty: 3934.939453
	Iteration 237Q: 3 clusters Score -2.259086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98518 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -22590866.000000 Penalty: 3934.939453
	Iteration 238Q: 3 clusters Score -2.259087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98509 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -22590874.000000 Penalty: 3934.939453
	Iteration 239Q: 3 clusters Score -2.259087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -22590880.000000 Penalty: 3934.939453
	Iteration 240F: 3 clusters Score -2.259088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
Score: -22590864.000000 Penalty: 3934.939453
	Iteration 241Q: 3 clusters Score -2.259086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98490 members 
Mstep: Class 2 contains 82737 members 
Entering Unmasked Estep 
Score: -22590858.000000 Penalty: 3934.939453
	Iteration 242Q: 3 clusters Score -2.259086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -22590848.000000 Penalty: 3934.939453
	Iteration 243Q: 3 clusters Score -2.259085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -22590848.000000 Penalty: 3934.939453
	Iteration 244Q: 3 clusters Score -2.259085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98484 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -22590850.000000 Penalty: 3934.939453
	Iteration 245Q: 3 clusters Score -2.259085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -22590844.000000 Penalty: 3934.939453
	Iteration 246Q: 3 clusters Score -2.259084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -22590854.000000 Penalty: 3934.939453
	Iteration 247Q: 3 clusters Score -2.259085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -22590840.000000 Penalty: 3934.939453
	Iteration 248Q: 3 clusters Score -2.259084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -22590840.000000 Penalty: 3934.939453
	Iteration 249F: 3 clusters Score -2.259084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 101853 members 
Mstep: Class 5 contains 85944 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 82400 members 
Mstep: Class 9 contains 98481 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 14 contains 10140 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 3449 members 
Mstep: Class 17 contains 13912 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 150709 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 53381 members 
Mstep: Class 23 contains 82746 members 
Entering Unmasked Estep 
Score: -102098392.000000 Penalty: 50989.203125
Splitting cluster 9 changes total score from -102037312.000000 to -102098392.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (25056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Entering Unmasked Estep 
Score: -3008990.000000 Penalty: 1645.941162
	Iteration 0F: 2 clusters Score -3008990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2991898.250000 Penalty: 3291.882324
	Iteration 0F: 3 clusters Score -2991898 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2998298.500000 Penalty: 3291.882324
	Iteration 1F: 3 clusters Score -2998298 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2998650.750000 Penalty: 3291.882324
	Iteration 2Q: 3 clusters Score -2998651 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2999068.250000 Penalty: 3291.882324
	Iteration 3Q: 3 clusters Score -2999068 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2999571.000000 Penalty: 3291.882324
	Iteration 4Q: 3 clusters Score -2999571 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3000237.250000 Penalty: 3291.882324
	Iteration 5Q: 3 clusters Score -3000237 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3001146.250000 Penalty: 3291.882324
	Iteration 6Q: 3 clusters Score -3001146 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3002265.750000 Penalty: 3291.882324
	Iteration 7F: 3 clusters Score -3002266 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3003287.750000 Penalty: 3291.882324
	Iteration 8F: 3 clusters Score -3003288 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3004185.500000 Penalty: 3291.882324
	Iteration 9Q: 3 clusters Score -3004186 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3004934.250000 Penalty: 3291.882324
	Iteration 10Q: 3 clusters Score -3004934 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3005525.250000 Penalty: 3291.882324
	Iteration 11Q: 3 clusters Score -3005525 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -3005929.000000 Penalty: 3291.882324
	Iteration 12Q: 3 clusters Score -3005929 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3006268.250000 Penalty: 3291.882324
	Iteration 13Q: 3 clusters Score -3006268 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3006554.000000 Penalty: 3291.882324
	Iteration 14Q: 3 clusters Score -3006554 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3006762.000000 Penalty: 3291.882324
	Iteration 15Q: 3 clusters Score -3006762 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3006946.000000 Penalty: 3291.882324
	Iteration 16Q: 3 clusters Score -3006946 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3007076.750000 Penalty: 3291.882324
	Iteration 17Q: 3 clusters Score -3007077 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3007183.750000 Penalty: 3291.882324
	Iteration 18Q: 3 clusters Score -3007184 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3007267.250000 Penalty: 3291.882324
	Iteration 19Q: 3 clusters Score -3007267 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3007321.000000 Penalty: 3291.882324
	Iteration 20F: 3 clusters Score -3007321 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3007379.250000 Penalty: 3291.882324
	Iteration 21Q: 3 clusters Score -3007379 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3007415.500000 Penalty: 3291.882324
	Iteration 22Q: 3 clusters Score -3007416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3007450.250000 Penalty: 3291.882324
	Iteration 23Q: 3 clusters Score -3007450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3007478.750000 Penalty: 3291.882324
	Iteration 24Q: 3 clusters Score -3007479 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3007505.750000 Penalty: 3291.882324
	Iteration 25Q: 3 clusters Score -3007506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3007526.250000 Penalty: 3291.882324
	Iteration 26Q: 3 clusters Score -3007526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3007548.250000 Penalty: 3291.882324
	Iteration 27Q: 3 clusters Score -3007548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3007565.250000 Penalty: 3291.882324
	Iteration 28Q: 3 clusters Score -3007565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3007582.250000 Penalty: 3291.882324
	Iteration 29Q: 3 clusters Score -3007582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3007601.250000 Penalty: 3291.882324
	Iteration 30Q: 3 clusters Score -3007601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3007611.250000 Penalty: 3291.882324
	Iteration 31Q: 3 clusters Score -3007611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3007627.000000 Penalty: 3291.882324
	Iteration 32Q: 3 clusters Score -3007627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3007643.750000 Penalty: 3291.882324
	Iteration 33Q: 3 clusters Score -3007644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3007658.000000 Penalty: 3291.882324
	Iteration 34Q: 3 clusters Score -3007658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3007661.500000 Penalty: 3291.882324
	Iteration 35Q: 3 clusters Score -3007662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3007675.250000 Penalty: 3291.882324
	Iteration 36Q: 3 clusters Score -3007675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3007680.000000 Penalty: 3291.882324
	Iteration 37Q: 3 clusters Score -3007680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3007686.250000 Penalty: 3291.882324
	Iteration 38Q: 3 clusters Score -3007686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3007685.500000 Penalty: 3291.882324
	Iteration 39Q: 3 clusters Score -3007686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3007689.000000 Penalty: 3291.882324
	Iteration 40F: 3 clusters Score -3007689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3007691.500000 Penalty: 3291.882324
	Iteration 41Q: 3 clusters Score -3007692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3007693.750000 Penalty: 3291.882324
	Iteration 42Q: 3 clusters Score -3007694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3007704.250000 Penalty: 3291.882324
	Iteration 43Q: 3 clusters Score -3007704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3007712.000000 Penalty: 3291.882324
	Iteration 44Q: 3 clusters Score -3007712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3007715.500000 Penalty: 3291.882324
	Iteration 45Q: 3 clusters Score -3007716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3007717.000000 Penalty: 3291.882324
	Iteration 46Q: 3 clusters Score -3007717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3007721.750000 Penalty: 3291.882324
	Iteration 47Q: 3 clusters Score -3007722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3007725.750000 Penalty: 3291.882324
	Iteration 48Q: 3 clusters Score -3007726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3007727.250000 Penalty: 3291.882324
	Iteration 49Q: 3 clusters Score -3007727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3007731.250000 Penalty: 3291.882324
	Iteration 50Q: 3 clusters Score -3007731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3007727.250000 Penalty: 3291.882324
	Iteration 51Q: 3 clusters Score -3007727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -3007725.000000 Penalty: 3291.882324
	Iteration 52Q: 3 clusters Score -3007725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -3007730.750000 Penalty: 3291.882324
	Iteration 53Q: 3 clusters Score -3007731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3007730.500000 Penalty: 3291.882324
	Iteration 54Q: 3 clusters Score -3007730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3007730.750000 Penalty: 3291.882324
	Iteration 55Q: 3 clusters Score -3007731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3007730.750000 Penalty: 3291.882324
	Iteration 56F: 3 clusters Score -3007731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Entering Unmasked Estep 
Score: -2485677.750000 Penalty: 1615.259888
	Iteration 0F: 2 clusters Score -2485678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2471552.000000 Penalty: 3230.519775
	Iteration 0F: 3 clusters Score -2471552 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2476858.750000 Penalty: 3230.519775
	Iteration 1F: 3 clusters Score -2476859 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2477391.250000 Penalty: 3230.519775
	Iteration 2F: 3 clusters Score -2477391 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2477953.000000 Penalty: 3230.519775
	Iteration 3F: 3 clusters Score -2477953 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2478489.000000 Penalty: 3230.519775
	Iteration 4F: 3 clusters Score -2478489 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2479066.000000 Penalty: 3230.519775
	Iteration 5F: 3 clusters Score -2479066 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2479681.500000 Penalty: 3230.519775
	Iteration 6F: 3 clusters Score -2479682 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2480287.500000 Penalty: 3230.519775
	Iteration 7F: 3 clusters Score -2480288 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2480801.750000 Penalty: 3230.519775
	Iteration 8Q: 3 clusters Score -2480802 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2481327.750000 Penalty: 3230.519775
	Iteration 9Q: 3 clusters Score -2481328 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2481782.750000 Penalty: 3230.519775
	Iteration 10Q: 3 clusters Score -2481783 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2482130.750000 Penalty: 3230.519775
	Iteration 11Q: 3 clusters Score -2482131 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2482444.000000 Penalty: 3230.519775
	Iteration 12Q: 3 clusters Score -2482444 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2482756.750000 Penalty: 3230.519775
	Iteration 13Q: 3 clusters Score -2482757 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2483007.250000 Penalty: 3230.519775
	Iteration 14Q: 3 clusters Score -2483007 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2483200.750000 Penalty: 3230.519775
	Iteration 15Q: 3 clusters Score -2483201 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2483335.500000 Penalty: 3230.519775
	Iteration 16Q: 3 clusters Score -2483336 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2483443.750000 Penalty: 3230.519775
	Iteration 17Q: 3 clusters Score -2483444 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2483519.750000 Penalty: 3230.519775
	Iteration 18Q: 3 clusters Score -2483520 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2483603.000000 Penalty: 3230.519775
	Iteration 19Q: 3 clusters Score -2483603 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2483689.250000 Penalty: 3230.519775
	Iteration 20F: 3 clusters Score -2483689 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2483794.750000 Penalty: 3230.519775
	Iteration 21Q: 3 clusters Score -2483795 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2483896.500000 Penalty: 3230.519775
	Iteration 22Q: 3 clusters Score -2483896 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2483985.250000 Penalty: 3230.519775
	Iteration 23Q: 3 clusters Score -2483985 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2484070.000000 Penalty: 3230.519775
	Iteration 24Q: 3 clusters Score -2484070 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2484141.500000 Penalty: 3230.519775
	Iteration 25Q: 3 clusters Score -2484142 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2484193.000000 Penalty: 3230.519775
	Iteration 26Q: 3 clusters Score -2484193 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2484246.250000 Penalty: 3230.519775
	Iteration 27Q: 3 clusters Score -2484246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2484286.250000 Penalty: 3230.519775
	Iteration 28Q: 3 clusters Score -2484286 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2484319.750000 Penalty: 3230.519775
	Iteration 29Q: 3 clusters Score -2484320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2484352.000000 Penalty: 3230.519775
	Iteration 30Q: 3 clusters Score -2484352 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2484383.000000 Penalty: 3230.519775
	Iteration 31Q: 3 clusters Score -2484383 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2484411.500000 Penalty: 3230.519775
	Iteration 32Q: 3 clusters Score -2484412 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2484438.250000 Penalty: 3230.519775
	Iteration 33Q: 3 clusters Score -2484438 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2484477.750000 Penalty: 3230.519775
	Iteration 34Q: 3 clusters Score -2484478 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2484503.000000 Penalty: 3230.519775
	Iteration 35Q: 3 clusters Score -2484503 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2484516.250000 Penalty: 3230.519775
	Iteration 36Q: 3 clusters Score -2484516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2484524.750000 Penalty: 3230.519775
	Iteration 37Q: 3 clusters Score -2484525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2484533.750000 Penalty: 3230.519775
	Iteration 38Q: 3 clusters Score -2484534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2484546.250000 Penalty: 3230.519775
	Iteration 39Q: 3 clusters Score -2484546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2484546.000000 Penalty: 3230.519775
	Iteration 40F: 3 clusters Score -2484546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2484559.000000 Penalty: 3230.519775
	Iteration 41Q: 3 clusters Score -2484559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2484560.000000 Penalty: 3230.519775
	Iteration 42Q: 3 clusters Score -2484560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2484569.000000 Penalty: 3230.519775
	Iteration 43Q: 3 clusters Score -2484569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2484568.750000 Penalty: 3230.519775
	Iteration 44Q: 3 clusters Score -2484569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2484578.750000 Penalty: 3230.519775
	Iteration 45Q: 3 clusters Score -2484579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2484588.500000 Penalty: 3230.519775
	Iteration 46Q: 3 clusters Score -2484588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2484591.250000 Penalty: 3230.519775
	Iteration 47Q: 3 clusters Score -2484591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2484597.250000 Penalty: 3230.519775
	Iteration 48Q: 3 clusters Score -2484597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2484602.000000 Penalty: 3230.519775
	Iteration 49Q: 3 clusters Score -2484602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2484604.000000 Penalty: 3230.519775
	Iteration 50Q: 3 clusters Score -2484604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2484606.500000 Penalty: 3230.519775
	Iteration 51Q: 3 clusters Score -2484606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2484611.250000 Penalty: 3230.519775
	Iteration 52Q: 3 clusters Score -2484611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2484613.250000 Penalty: 3230.519775
	Iteration 53Q: 3 clusters Score -2484613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2484620.000000 Penalty: 3230.519775
	Iteration 54Q: 3 clusters Score -2484620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2484631.000000 Penalty: 3230.519775
	Iteration 55Q: 3 clusters Score -2484631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2484626.250000 Penalty: 3230.519775
	Iteration 56Q: 3 clusters Score -2484626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2484627.500000 Penalty: 3230.519775
	Iteration 57Q: 3 clusters Score -2484628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2484632.000000 Penalty: 3230.519775
	Iteration 58Q: 3 clusters Score -2484632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2484629.500000 Penalty: 3230.519775
	Iteration 59Q: 3 clusters Score -2484630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2484628.000000 Penalty: 3230.519775
	Iteration 60F: 3 clusters Score -2484628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2484630.750000 Penalty: 3230.519775
	Iteration 61Q: 3 clusters Score -2484631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2484635.250000 Penalty: 3230.519775
	Iteration 62Q: 3 clusters Score -2484635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2484637.250000 Penalty: 3230.519775
	Iteration 63Q: 3 clusters Score -2484637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2484643.000000 Penalty: 3230.519775
	Iteration 64Q: 3 clusters Score -2484643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2484645.000000 Penalty: 3230.519775
	Iteration 65Q: 3 clusters Score -2484645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2484643.250000 Penalty: 3230.519775
	Iteration 66Q: 3 clusters Score -2484643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2484643.500000 Penalty: 3230.519775
	Iteration 67Q: 3 clusters Score -2484644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2484653.500000 Penalty: 3230.519775
	Iteration 68Q: 3 clusters Score -2484654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2484656.750000 Penalty: 3230.519775
	Iteration 69Q: 3 clusters Score -2484657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2484654.750000 Penalty: 3230.519775
	Iteration 70Q: 3 clusters Score -2484655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2484660.250000 Penalty: 3230.519775
	Iteration 71Q: 3 clusters Score -2484660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2484663.750000 Penalty: 3230.519775
	Iteration 72Q: 3 clusters Score -2484664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2484668.500000 Penalty: 3230.519775
	Iteration 73Q: 3 clusters Score -2484668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2484667.000000 Penalty: 3230.519775
	Iteration 74Q: 3 clusters Score -2484667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2484667.000000 Penalty: 3230.519775
	Iteration 75Q: 3 clusters Score -2484667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2484670.250000 Penalty: 3230.519775
	Iteration 76Q: 3 clusters Score -2484670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2484676.250000 Penalty: 3230.519775
	Iteration 77Q: 3 clusters Score -2484676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2484682.000000 Penalty: 3230.519775
	Iteration 78Q: 3 clusters Score -2484682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2484681.750000 Penalty: 3230.519775
	Iteration 79Q: 3 clusters Score -2484682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2484685.500000 Penalty: 3230.519775
	Iteration 80F: 3 clusters Score -2484686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2484685.250000 Penalty: 3230.519775
	Iteration 81Q: 3 clusters Score -2484685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2484698.750000 Penalty: 3230.519775
	Iteration 82Q: 3 clusters Score -2484699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2484697.750000 Penalty: 3230.519775
	Iteration 83Q: 3 clusters Score -2484698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2484699.000000 Penalty: 3230.519775
	Iteration 84Q: 3 clusters Score -2484699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2484699.750000 Penalty: 3230.519775
	Iteration 85Q: 3 clusters Score -2484700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2484700.750000 Penalty: 3230.519775
	Iteration 86Q: 3 clusters Score -2484701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2484707.500000 Penalty: 3230.519775
	Iteration 87Q: 3 clusters Score -2484708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2484704.500000 Penalty: 3230.519775
	Iteration 88Q: 3 clusters Score -2484704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2484712.750000 Penalty: 3230.519775
	Iteration 89Q: 3 clusters Score -2484713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2484712.750000 Penalty: 3230.519775
	Iteration 90Q: 3 clusters Score -2484713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2484701.000000 Penalty: 3230.519775
	Iteration 91Q: 3 clusters Score -2484701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2484709.750000 Penalty: 3230.519775
	Iteration 92Q: 3 clusters Score -2484710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2484708.250000 Penalty: 3230.519775
	Iteration 93Q: 3 clusters Score -2484708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2484714.500000 Penalty: 3230.519775
	Iteration 94Q: 3 clusters Score -2484714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2484719.250000 Penalty: 3230.519775
	Iteration 95Q: 3 clusters Score -2484719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2484720.500000 Penalty: 3230.519775
	Iteration 96Q: 3 clusters Score -2484720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2484718.250000 Penalty: 3230.519775
	Iteration 97Q: 3 clusters Score -2484718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2484717.250000 Penalty: 3230.519775
	Iteration 98Q: 3 clusters Score -2484717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2484725.750000 Penalty: 3230.519775
	Iteration 99Q: 3 clusters Score -2484726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2484727.750000 Penalty: 3230.519775
	Iteration 100F: 3 clusters Score -2484728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2484729.500000 Penalty: 3230.519775
	Iteration 101Q: 3 clusters Score -2484730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2484730.500000 Penalty: 3230.519775
	Iteration 102Q: 3 clusters Score -2484730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2484728.500000 Penalty: 3230.519775
	Iteration 103Q: 3 clusters Score -2484728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2484734.500000 Penalty: 3230.519775
	Iteration 104Q: 3 clusters Score -2484734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2484737.500000 Penalty: 3230.519775
	Iteration 105Q: 3 clusters Score -2484738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2484734.000000 Penalty: 3230.519775
	Iteration 106Q: 3 clusters Score -2484734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2484734.500000 Penalty: 3230.519775
	Iteration 107Q: 3 clusters Score -2484734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2484736.500000 Penalty: 3230.519775
	Iteration 108Q: 3 clusters Score -2484736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2484739.250000 Penalty: 3230.519775
	Iteration 109Q: 3 clusters Score -2484739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2484744.750000 Penalty: 3230.519775
	Iteration 110Q: 3 clusters Score -2484745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2484738.750000 Penalty: 3230.519775
	Iteration 111Q: 3 clusters Score -2484739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2484742.250000 Penalty: 3230.519775
	Iteration 112Q: 3 clusters Score -2484742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2484744.250000 Penalty: 3230.519775
	Iteration 113Q: 3 clusters Score -2484744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2484746.000000 Penalty: 3230.519775
	Iteration 114Q: 3 clusters Score -2484746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2484750.750000 Penalty: 3230.519775
	Iteration 115Q: 3 clusters Score -2484751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2484751.750000 Penalty: 3230.519775
	Iteration 116Q: 3 clusters Score -2484752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2484751.000000 Penalty: 3230.519775
	Iteration 117Q: 3 clusters Score -2484751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2484753.250000 Penalty: 3230.519775
	Iteration 118Q: 3 clusters Score -2484753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2484755.000000 Penalty: 3230.519775
	Iteration 119Q: 3 clusters Score -2484755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2484755.500000 Penalty: 3230.519775
	Iteration 120F: 3 clusters Score -2484756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2484755.250000 Penalty: 3230.519775
	Iteration 121Q: 3 clusters Score -2484755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2484752.500000 Penalty: 3230.519775
	Iteration 122Q: 3 clusters Score -2484752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2484752.500000 Penalty: 3230.519775
	Iteration 123F: 3 clusters Score -2484752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Entering Unmasked Estep 
Score: -6720901.500000 Penalty: 1772.116333
	Iteration 0F: 2 clusters Score -6720902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -6684600.000000 Penalty: 3544.232666
	Iteration 0F: 3 clusters Score -6684600 nChanged 25654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -6699155.500000 Penalty: 3544.232666
	Iteration 1F: 3 clusters Score -6699156 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -6699824.000000 Penalty: 3544.232666
	Iteration 2Q: 3 clusters Score -6699824 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -6700552.500000 Penalty: 3544.232666
	Iteration 3Q: 3 clusters Score -6700552 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -6701532.500000 Penalty: 3544.232666
	Iteration 4Q: 3 clusters Score -6701532 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -6702871.000000 Penalty: 3544.232666
	Iteration 5F: 3 clusters Score -6702871 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -6704976.000000 Penalty: 3544.232666
	Iteration 6F: 3 clusters Score -6704976 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -6708062.000000 Penalty: 3544.232666
	Iteration 7F: 3 clusters Score -6708062 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -6711711.000000 Penalty: 3544.232666
	Iteration 8F: 3 clusters Score -6711711 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -6715203.000000 Penalty: 3544.232666
	Iteration 9F: 3 clusters Score -6715203 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -6717482.500000 Penalty: 3544.232666
	Iteration 10Q: 3 clusters Score -6717482 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -6718583.500000 Penalty: 3544.232666
	Iteration 11Q: 3 clusters Score -6718584 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -6719020.000000 Penalty: 3544.232666
	Iteration 12Q: 3 clusters Score -6719020 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -6719260.500000 Penalty: 3544.232666
	Iteration 13Q: 3 clusters Score -6719260 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -6719342.500000 Penalty: 3544.232666
	Iteration 14Q: 3 clusters Score -6719342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -6719383.000000 Penalty: 3544.232666
	Iteration 15Q: 3 clusters Score -6719383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -6719428.000000 Penalty: 3544.232666
	Iteration 16Q: 3 clusters Score -6719428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -6719454.000000 Penalty: 3544.232666
	Iteration 17Q: 3 clusters Score -6719454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -6719467.500000 Penalty: 3544.232666
	Iteration 18Q: 3 clusters Score -6719468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -6719475.500000 Penalty: 3544.232666
	Iteration 19Q: 3 clusters Score -6719476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -6719475.500000 Penalty: 3544.232666
	Iteration 20F: 3 clusters Score -6719476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -6719481.500000 Penalty: 3544.232666
	Iteration 21Q: 3 clusters Score -6719482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -6719491.500000 Penalty: 3544.232666
	Iteration 22Q: 3 clusters Score -6719492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -6719497.000000 Penalty: 3544.232666
	Iteration 23Q: 3 clusters Score -6719497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -6719492.000000 Penalty: 3544.232666
	Iteration 24Q: 3 clusters Score -6719492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -6719497.500000 Penalty: 3544.232666
	Iteration 25Q: 3 clusters Score -6719498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -6719502.500000 Penalty: 3544.232666
	Iteration 26Q: 3 clusters Score -6719502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -6719504.500000 Penalty: 3544.232666
	Iteration 27Q: 3 clusters Score -6719504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -6719510.000000 Penalty: 3544.232666
	Iteration 28Q: 3 clusters Score -6719510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -6719511.500000 Penalty: 3544.232666
	Iteration 29Q: 3 clusters Score -6719512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -6719510.500000 Penalty: 3544.232666
	Iteration 30Q: 3 clusters Score -6719510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -6719515.500000 Penalty: 3544.232666
	Iteration 31Q: 3 clusters Score -6719516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -6719524.500000 Penalty: 3544.232666
	Iteration 32Q: 3 clusters Score -6719524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -6719526.500000 Penalty: 3544.232666
	Iteration 33Q: 3 clusters Score -6719526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -6719531.000000 Penalty: 3544.232666
	Iteration 34Q: 3 clusters Score -6719531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -6719536.000000 Penalty: 3544.232666
	Iteration 35Q: 3 clusters Score -6719536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -6719539.000000 Penalty: 3544.232666
	Iteration 36Q: 3 clusters Score -6719539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -6719534.000000 Penalty: 3544.232666
	Iteration 37Q: 3 clusters Score -6719534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -6719528.500000 Penalty: 3544.232666
	Iteration 38Q: 3 clusters Score -6719528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -6719528.500000 Penalty: 3544.232666
	Iteration 39Q: 3 clusters Score -6719528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -6719528.500000 Penalty: 3544.232666
	Iteration 40F: 3 clusters Score -6719528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -6719531.000000 Penalty: 3544.232666
	Iteration 41Q: 3 clusters Score -6719531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -6719530.000000 Penalty: 3544.232666
	Iteration 42Q: 3 clusters Score -6719530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -6719533.000000 Penalty: 3544.232666
	Iteration 43Q: 3 clusters Score -6719533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -6719534.000000 Penalty: 3544.232666
	Iteration 44Q: 3 clusters Score -6719534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -6719532.000000 Penalty: 3544.232666
	Iteration 45Q: 3 clusters Score -6719532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -6719536.000000 Penalty: 3544.232666
	Iteration 46Q: 3 clusters Score -6719536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -6719533.000000 Penalty: 3544.232666
	Iteration 47Q: 3 clusters Score -6719533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -6719534.500000 Penalty: 3544.232666
	Iteration 48Q: 3 clusters Score -6719534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -6719535.500000 Penalty: 3544.232666
	Iteration 49Q: 3 clusters Score -6719536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -6719535.500000 Penalty: 3544.232666
	Iteration 50F: 3 clusters Score -6719536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Entering Unmasked Estep 
Score: -2265811.000000 Penalty: 1593.723267
	Iteration 0F: 2 clusters Score -2265811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2253381.500000 Penalty: 3187.446533
	Iteration 0F: 3 clusters Score -2253382 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2257879.250000 Penalty: 3187.446533
	Iteration 1F: 3 clusters Score -2257879 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2258200.250000 Penalty: 3187.446533
	Iteration 2Q: 3 clusters Score -2258200 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2258486.250000 Penalty: 3187.446533
	Iteration 3Q: 3 clusters Score -2258486 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2258755.500000 Penalty: 3187.446533
	Iteration 4Q: 3 clusters Score -2258756 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2259015.750000 Penalty: 3187.446533
	Iteration 5Q: 3 clusters Score -2259016 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2259292.750000 Penalty: 3187.446533
	Iteration 6Q: 3 clusters Score -2259293 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2259605.250000 Penalty: 3187.446533
	Iteration 7Q: 3 clusters Score -2259605 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2260002.250000 Penalty: 3187.446533
	Iteration 8Q: 3 clusters Score -2260002 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2260460.750000 Penalty: 3187.446533
	Iteration 9Q: 3 clusters Score -2260461 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2260949.750000 Penalty: 3187.446533
	Iteration 10Q: 3 clusters Score -2260950 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2261431.750000 Penalty: 3187.446533
	Iteration 11Q: 3 clusters Score -2261432 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2261791.750000 Penalty: 3187.446533
	Iteration 12Q: 3 clusters Score -2261792 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2262032.000000 Penalty: 3187.446533
	Iteration 13Q: 3 clusters Score -2262032 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2262190.000000 Penalty: 3187.446533
	Iteration 14Q: 3 clusters Score -2262190 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2262318.750000 Penalty: 3187.446533
	Iteration 15Q: 3 clusters Score -2262319 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2262425.000000 Penalty: 3187.446533
	Iteration 16Q: 3 clusters Score -2262425 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2262523.750000 Penalty: 3187.446533
	Iteration 17Q: 3 clusters Score -2262524 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2262626.000000 Penalty: 3187.446533
	Iteration 18Q: 3 clusters Score -2262626 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2262745.750000 Penalty: 3187.446533
	Iteration 19Q: 3 clusters Score -2262746 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2262870.500000 Penalty: 3187.446533
	Iteration 20F: 3 clusters Score -2262870 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2262953.500000 Penalty: 3187.446533
	Iteration 21Q: 3 clusters Score -2262954 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2263045.000000 Penalty: 3187.446533
	Iteration 22Q: 3 clusters Score -2263045 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2263147.750000 Penalty: 3187.446533
	Iteration 23Q: 3 clusters Score -2263148 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2263259.000000 Penalty: 3187.446533
	Iteration 24Q: 3 clusters Score -2263259 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2263374.250000 Penalty: 3187.446533
	Iteration 25Q: 3 clusters Score -2263374 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2263464.750000 Penalty: 3187.446533
	Iteration 26Q: 3 clusters Score -2263465 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2263552.500000 Penalty: 3187.446533
	Iteration 27Q: 3 clusters Score -2263552 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2263624.000000 Penalty: 3187.446533
	Iteration 28Q: 3 clusters Score -2263624 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2263699.500000 Penalty: 3187.446533
	Iteration 29Q: 3 clusters Score -2263700 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2263772.000000 Penalty: 3187.446533
	Iteration 30Q: 3 clusters Score -2263772 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2263835.000000 Penalty: 3187.446533
	Iteration 31Q: 3 clusters Score -2263835 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2263884.750000 Penalty: 3187.446533
	Iteration 32Q: 3 clusters Score -2263885 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2263938.500000 Penalty: 3187.446533
	Iteration 33Q: 3 clusters Score -2263938 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2263973.000000 Penalty: 3187.446533
	Iteration 34Q: 3 clusters Score -2263973 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2264025.750000 Penalty: 3187.446533
	Iteration 35Q: 3 clusters Score -2264026 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2264064.500000 Penalty: 3187.446533
	Iteration 36Q: 3 clusters Score -2264064 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2264113.000000 Penalty: 3187.446533
	Iteration 37Q: 3 clusters Score -2264113 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2264152.500000 Penalty: 3187.446533
	Iteration 38Q: 3 clusters Score -2264152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2264194.500000 Penalty: 3187.446533
	Iteration 39Q: 3 clusters Score -2264194 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2264226.250000 Penalty: 3187.446533
	Iteration 40F: 3 clusters Score -2264226 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2264254.500000 Penalty: 3187.446533
	Iteration 41Q: 3 clusters Score -2264254 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2264294.750000 Penalty: 3187.446533
	Iteration 42Q: 3 clusters Score -2264295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2264321.500000 Penalty: 3187.446533
	Iteration 43Q: 3 clusters Score -2264322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2264367.750000 Penalty: 3187.446533
	Iteration 44Q: 3 clusters Score -2264368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2264390.250000 Penalty: 3187.446533
	Iteration 45Q: 3 clusters Score -2264390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2264416.750000 Penalty: 3187.446533
	Iteration 46Q: 3 clusters Score -2264417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2264449.500000 Penalty: 3187.446533
	Iteration 47Q: 3 clusters Score -2264450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2264463.250000 Penalty: 3187.446533
	Iteration 48Q: 3 clusters Score -2264463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2264483.750000 Penalty: 3187.446533
	Iteration 49Q: 3 clusters Score -2264484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2264500.000000 Penalty: 3187.446533
	Iteration 50Q: 3 clusters Score -2264500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2264516.500000 Penalty: 3187.446533
	Iteration 51Q: 3 clusters Score -2264516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2264524.750000 Penalty: 3187.446533
	Iteration 52Q: 3 clusters Score -2264525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2264535.500000 Penalty: 3187.446533
	Iteration 53Q: 3 clusters Score -2264536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2264543.000000 Penalty: 3187.446533
	Iteration 54Q: 3 clusters Score -2264543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2264553.750000 Penalty: 3187.446533
	Iteration 55Q: 3 clusters Score -2264554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2264557.750000 Penalty: 3187.446533
	Iteration 56Q: 3 clusters Score -2264558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2264558.500000 Penalty: 3187.446533
	Iteration 57Q: 3 clusters Score -2264558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2264561.750000 Penalty: 3187.446533
	Iteration 58Q: 3 clusters Score -2264562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2264567.250000 Penalty: 3187.446533
	Iteration 59Q: 3 clusters Score -2264567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2264564.750000 Penalty: 3187.446533
	Iteration 60F: 3 clusters Score -2264565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2264573.750000 Penalty: 3187.446533
	Iteration 61Q: 3 clusters Score -2264574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2264577.250000 Penalty: 3187.446533
	Iteration 62Q: 3 clusters Score -2264577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2264580.000000 Penalty: 3187.446533
	Iteration 63Q: 3 clusters Score -2264580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2264587.500000 Penalty: 3187.446533
	Iteration 64Q: 3 clusters Score -2264588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2264597.750000 Penalty: 3187.446533
	Iteration 65Q: 3 clusters Score -2264598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2264603.250000 Penalty: 3187.446533
	Iteration 66Q: 3 clusters Score -2264603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2264608.000000 Penalty: 3187.446533
	Iteration 67Q: 3 clusters Score -2264608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2264609.750000 Penalty: 3187.446533
	Iteration 68Q: 3 clusters Score -2264610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2264610.500000 Penalty: 3187.446533
	Iteration 69Q: 3 clusters Score -2264610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2264617.500000 Penalty: 3187.446533
	Iteration 70Q: 3 clusters Score -2264618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2264619.750000 Penalty: 3187.446533
	Iteration 71Q: 3 clusters Score -2264620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2264618.000000 Penalty: 3187.446533
	Iteration 72Q: 3 clusters Score -2264618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2264615.750000 Penalty: 3187.446533
	Iteration 73Q: 3 clusters Score -2264616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2264626.750000 Penalty: 3187.446533
	Iteration 74Q: 3 clusters Score -2264627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2264628.750000 Penalty: 3187.446533
	Iteration 75Q: 3 clusters Score -2264629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2264631.000000 Penalty: 3187.446533
	Iteration 76Q: 3 clusters Score -2264631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2264631.250000 Penalty: 3187.446533
	Iteration 77Q: 3 clusters Score -2264631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2264631.750000 Penalty: 3187.446533
	Iteration 78Q: 3 clusters Score -2264632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2264634.500000 Penalty: 3187.446533
	Iteration 79Q: 3 clusters Score -2264634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2264633.500000 Penalty: 3187.446533
	Iteration 80F: 3 clusters Score -2264634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2264634.250000 Penalty: 3187.446533
	Iteration 81Q: 3 clusters Score -2264634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2264637.500000 Penalty: 3187.446533
	Iteration 82Q: 3 clusters Score -2264638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2264637.500000 Penalty: 3187.446533
	Iteration 83F: 3 clusters Score -2264638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -384855.531250 Penalty: 1323.698975
	Iteration 0F: 2 clusters Score -384855.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -381898.062500 Penalty: 2647.397949
	Iteration 0F: 3 clusters Score -381898.1 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -382768.031250 Penalty: 2647.397949
	Iteration 1F: 3 clusters Score -382768 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -383090.718750 Penalty: 2647.397949
	Iteration 2F: 3 clusters Score -383090.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -383492.031250 Penalty: 2647.397949
	Iteration 3F: 3 clusters Score -383492 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -383956.250000 Penalty: 2647.397949
	Iteration 4F: 3 clusters Score -383956.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -384291.250000 Penalty: 2647.397949
	Iteration 5F: 3 clusters Score -384291.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -384498.312500 Penalty: 2647.397949
	Iteration 6F: 3 clusters Score -384498.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -384639.281250 Penalty: 2647.397949
	Iteration 7Q: 3 clusters Score -384639.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -384723.000000 Penalty: 2647.397949
	Iteration 8Q: 3 clusters Score -384723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -384815.906250 Penalty: 2647.397949
	Iteration 9Q: 3 clusters Score -384815.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -384901.093750 Penalty: 2647.397949
	Iteration 10Q: 3 clusters Score -384901.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -384982.468750 Penalty: 2647.397949
	Iteration 11Q: 3 clusters Score -384982.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -385065.093750 Penalty: 2647.397949
	Iteration 12Q: 3 clusters Score -385065.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -385147.500000 Penalty: 2647.397949
	Iteration 13Q: 3 clusters Score -385147.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -385219.875000 Penalty: 2647.397949
	Iteration 14Q: 3 clusters Score -385219.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -385280.656250 Penalty: 2647.397949
	Iteration 15Q: 3 clusters Score -385280.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -385314.812500 Penalty: 2647.397949
	Iteration 16Q: 3 clusters Score -385314.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -385339.843750 Penalty: 2647.397949
	Iteration 17Q: 3 clusters Score -385339.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -385360.156250 Penalty: 2647.397949
	Iteration 18Q: 3 clusters Score -385360.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -385373.718750 Penalty: 2647.397949
	Iteration 19Q: 3 clusters Score -385373.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -385381.531250 Penalty: 2647.397949
	Iteration 20F: 3 clusters Score -385381.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -385387.187500 Penalty: 2647.397949
	Iteration 21Q: 3 clusters Score -385387.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -385390.500000 Penalty: 2647.397949
	Iteration 22Q: 3 clusters Score -385390.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -385391.562500 Penalty: 2647.397949
	Iteration 23Q: 3 clusters Score -385391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -385394.468750 Penalty: 2647.397949
	Iteration 24Q: 3 clusters Score -385394.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -385401.812500 Penalty: 2647.397949
	Iteration 25Q: 3 clusters Score -385401.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -385410.093750 Penalty: 2647.397949
	Iteration 26Q: 3 clusters Score -385410.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -385418.281250 Penalty: 2647.397949
	Iteration 27Q: 3 clusters Score -385418.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -385437.312500 Penalty: 2647.397949
	Iteration 28Q: 3 clusters Score -385437.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -385470.812500 Penalty: 2647.397949
	Iteration 29Q: 3 clusters Score -385470.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -385502.968750 Penalty: 2647.397949
	Iteration 30Q: 3 clusters Score -385503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -385513.468750 Penalty: 2647.397949
	Iteration 31Q: 3 clusters Score -385513.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -385520.187500 Penalty: 2647.397949
	Iteration 32Q: 3 clusters Score -385520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -385522.375000 Penalty: 2647.397949
	Iteration 33Q: 3 clusters Score -385522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -385531.031250 Penalty: 2647.397949
	Iteration 34F: 3 clusters Score -385531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -385540.468750 Penalty: 2647.397949
	Iteration 35Q: 3 clusters Score -385540.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -385548.343750 Penalty: 2647.397949
	Iteration 36Q: 3 clusters Score -385548.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -385550.562500 Penalty: 2647.397949
	Iteration 37Q: 3 clusters Score -385550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -385552.750000 Penalty: 2647.397949
	Iteration 38Q: 3 clusters Score -385552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -385553.156250 Penalty: 2647.397949
	Iteration 39Q: 3 clusters Score -385553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -385553.218750 Penalty: 2647.397949
	Iteration 40F: 3 clusters Score -385553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -385553.718750 Penalty: 2647.397949
	Iteration 41Q: 3 clusters Score -385553.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -385553.718750 Penalty: 2647.397949
	Iteration 42F: 3 clusters Score -385553.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 101853 members 
Mstep: Class 5 contains 85944 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 82400 members 
Mstep: Class 9 contains 98481 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 14 contains 10140 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 1516 members 
Mstep: Class 17 contains 13912 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 150709 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 53381 members 
Mstep: Class 23 contains 82746 members 
Mstep: Class 24 contains 1933 members 
Entering Unmasked Estep 
Score: -102098192.000000 Penalty: 53206.125000
Splitting cluster 16 changes total score from -102037312.000000 to -102098192.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (13912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Entering Unmasked Estep 
Score: -1657332.250000 Penalty: 1550.332397
	Iteration 0F: 2 clusters Score -1657332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1647606.125000 Penalty: 3100.664795
	Iteration 0F: 3 clusters Score -1647606 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1651504.500000 Penalty: 3100.664795
	Iteration 1F: 3 clusters Score -1651504 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1652367.500000 Penalty: 3100.664795
	Iteration 2F: 3 clusters Score -1652368 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1653469.750000 Penalty: 3100.664795
	Iteration 3F: 3 clusters Score -1653470 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1654721.375000 Penalty: 3100.664795
	Iteration 4F: 3 clusters Score -1654721 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1655883.375000 Penalty: 3100.664795
	Iteration 5F: 3 clusters Score -1655883 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1656753.625000 Penalty: 3100.664795
	Iteration 6F: 3 clusters Score -1656754 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1657322.375000 Penalty: 3100.664795
	Iteration 7Q: 3 clusters Score -1657322 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1657608.375000 Penalty: 3100.664795
	Iteration 8Q: 3 clusters Score -1657608 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1657746.750000 Penalty: 3100.664795
	Iteration 9Q: 3 clusters Score -1657747 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1657825.875000 Penalty: 3100.664795
	Iteration 10Q: 3 clusters Score -1657826 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1657874.875000 Penalty: 3100.664795
	Iteration 11Q: 3 clusters Score -1657875 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1657907.250000 Penalty: 3100.664795
	Iteration 12Q: 3 clusters Score -1657907 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1657934.000000 Penalty: 3100.664795
	Iteration 13Q: 3 clusters Score -1657934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1657956.000000 Penalty: 3100.664795
	Iteration 14Q: 3 clusters Score -1657956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1657975.250000 Penalty: 3100.664795
	Iteration 15Q: 3 clusters Score -1657975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1657983.000000 Penalty: 3100.664795
	Iteration 16Q: 3 clusters Score -1657983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1657992.125000 Penalty: 3100.664795
	Iteration 17Q: 3 clusters Score -1657992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1657999.000000 Penalty: 3100.664795
	Iteration 18Q: 3 clusters Score -1657999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1657999.250000 Penalty: 3100.664795
	Iteration 19Q: 3 clusters Score -1657999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1658013.500000 Penalty: 3100.664795
	Iteration 20F: 3 clusters Score -1658014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1658022.875000 Penalty: 3100.664795
	Iteration 21Q: 3 clusters Score -1658023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1658025.500000 Penalty: 3100.664795
	Iteration 22Q: 3 clusters Score -1658026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1658027.375000 Penalty: 3100.664795
	Iteration 23Q: 3 clusters Score -1658027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1658030.375000 Penalty: 3100.664795
	Iteration 24Q: 3 clusters Score -1658030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1658036.500000 Penalty: 3100.664795
	Iteration 25Q: 3 clusters Score -1658036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1658036.625000 Penalty: 3100.664795
	Iteration 26Q: 3 clusters Score -1658037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1658037.750000 Penalty: 3100.664795
	Iteration 27Q: 3 clusters Score -1658038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1658041.500000 Penalty: 3100.664795
	Iteration 28Q: 3 clusters Score -1658042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1658042.250000 Penalty: 3100.664795
	Iteration 29Q: 3 clusters Score -1658042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1658042.750000 Penalty: 3100.664795
	Iteration 30Q: 3 clusters Score -1658043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1658042.750000 Penalty: 3100.664795
	Iteration 31F: 3 clusters Score -1658043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 101853 members 
Mstep: Class 5 contains 85944 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 82400 members 
Mstep: Class 9 contains 98481 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 14 contains 10140 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 1516 members 
Mstep: Class 17 contains 12168 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 150709 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 53381 members 
Mstep: Class 23 contains 82746 members 
Mstep: Class 24 contains 1933 members 
Mstep: Class 25 contains 1744 members 
Entering Unmasked Estep 
Score: -102098008.000000 Penalty: 55423.046875
Splitting cluster 17 changes total score from -102037312.000000 to -102098008.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -446728.468750 Penalty: 1342.707764
	Iteration 0F: 2 clusters Score -446728.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -443570.625000 Penalty: 2685.415527
	Iteration 0F: 3 clusters Score -443570.6 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -444868.375000 Penalty: 2685.415527
	Iteration 1F: 3 clusters Score -444868.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -445515.406250 Penalty: 2685.415527
	Iteration 2F: 3 clusters Score -445515.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -446208.531250 Penalty: 2685.415527
	Iteration 3F: 3 clusters Score -446208.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -446631.250000 Penalty: 2685.415527
	Iteration 4F: 3 clusters Score -446631.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -446833.906250 Penalty: 2685.415527
	Iteration 5Q: 3 clusters Score -446833.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -446905.093750 Penalty: 2685.415527
	Iteration 6Q: 3 clusters Score -446905.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -446943.625000 Penalty: 2685.415527
	Iteration 7Q: 3 clusters Score -446943.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -446967.500000 Penalty: 2685.415527
	Iteration 8Q: 3 clusters Score -446967.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -446980.750000 Penalty: 2685.415527
	Iteration 9Q: 3 clusters Score -446980.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -446991.093750 Penalty: 2685.415527
	Iteration 10Q: 3 clusters Score -446991.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -446999.906250 Penalty: 2685.415527
	Iteration 11Q: 3 clusters Score -446999.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -447005.500000 Penalty: 2685.415527
	Iteration 12Q: 3 clusters Score -447005.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -447013.562500 Penalty: 2685.415527
	Iteration 13Q: 3 clusters Score -447013.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -447030.562500 Penalty: 2685.415527
	Iteration 14Q: 3 clusters Score -447030.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -447039.281250 Penalty: 2685.415527
	Iteration 15Q: 3 clusters Score -447039.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -447044.375000 Penalty: 2685.415527
	Iteration 16Q: 3 clusters Score -447044.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -447047.312500 Penalty: 2685.415527
	Iteration 17Q: 3 clusters Score -447047.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -447048.531250 Penalty: 2685.415527
	Iteration 18Q: 3 clusters Score -447048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -447049.718750 Penalty: 2685.415527
	Iteration 19Q: 3 clusters Score -447049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -447050.375000 Penalty: 2685.415527
	Iteration 20F: 3 clusters Score -447050.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 101853 members 
Mstep: Class 5 contains 85944 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 82400 members 
Mstep: Class 9 contains 98481 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 14 contains 10140 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 1516 members 
Mstep: Class 17 contains 12168 members 
Mstep: Class 18 contains 1164 members 
Mstep: Class 19 contains 150709 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 53381 members 
Mstep: Class 23 contains 82746 members 
Mstep: Class 24 contains 1933 members 
Mstep: Class 25 contains 1744 members 
Mstep: Class 26 contains 2713 members 
Entering Unmasked Estep 
Score: -102097504.000000 Penalty: 57639.968750
Splitting cluster 18 changes total score from -102037312.000000 to -102097504.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (150709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150709 members 
Entering Unmasked Estep 
Score: -18907342.000000 Penalty: 1937.504761
	Iteration 0F: 2 clusters Score -1.890734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -18891804.000000 Penalty: 3875.009521
	Iteration 0F: 3 clusters Score -1.88918e+07 nChanged 72665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -18935406.000000 Penalty: 3875.009521
	Iteration 1F: 3 clusters Score -1.893541e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -18937462.000000 Penalty: 3875.009521
	Iteration 2Q: 3 clusters Score -1.893746e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -18944460.000000 Penalty: 3875.009521
	Iteration 3F: 3 clusters Score -1.894446e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -18951304.000000 Penalty: 3875.009521
	Iteration 4F: 3 clusters Score -1.89513e+07 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98378 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -18953334.000000 Penalty: 3875.009521
	Iteration 5F: 3 clusters Score -1.895333e+07 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99789 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -18956420.000000 Penalty: 3875.009521
	Iteration 6F: 3 clusters Score -1.895642e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -18961040.000000 Penalty: 3875.009521
	Iteration 7F: 3 clusters Score -1.896104e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -18962970.000000 Penalty: 3875.009521
	Iteration 8Q: 3 clusters Score -1.896297e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -18963680.000000 Penalty: 3875.009521
	Iteration 9Q: 3 clusters Score -1.896368e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96140 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -18963934.000000 Penalty: 3875.009521
	Iteration 10Q: 3 clusters Score -1.896393e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -18963912.000000 Penalty: 3875.009521
	Iteration 11Q: 3 clusters Score -1.896391e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95981 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -18963990.000000 Penalty: 3875.009521
	Iteration 12Q: 3 clusters Score -1.896399e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -18964020.000000 Penalty: 3875.009521
	Iteration 13Q: 3 clusters Score -1.896402e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -18964134.000000 Penalty: 3875.009521
	Iteration 14Q: 3 clusters Score -1.896413e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -18964234.000000 Penalty: 3875.009521
	Iteration 15Q: 3 clusters Score -1.896423e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -18964466.000000 Penalty: 3875.009521
	Iteration 16Q: 3 clusters Score -1.896447e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -18964634.000000 Penalty: 3875.009521
	Iteration 17Q: 3 clusters Score -1.896463e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -18964908.000000 Penalty: 3875.009521
	Iteration 18Q: 3 clusters Score -1.896491e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95503 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -18965042.000000 Penalty: 3875.009521
	Iteration 19Q: 3 clusters Score -1.896504e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -18965304.000000 Penalty: 3875.009521
	Iteration 20F: 3 clusters Score -1.89653e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -18965584.000000 Penalty: 3875.009521
	Iteration 21Q: 3 clusters Score -1.896558e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -18965772.000000 Penalty: 3875.009521
	Iteration 22Q: 3 clusters Score -1.896577e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -18965906.000000 Penalty: 3875.009521
	Iteration 23Q: 3 clusters Score -1.896591e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95492 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -18966070.000000 Penalty: 3875.009521
	Iteration 24Q: 3 clusters Score -1.896607e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -18966032.000000 Penalty: 3875.009521
	Iteration 25Q: 3 clusters Score -1.896603e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95569 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -18966246.000000 Penalty: 3875.009521
	Iteration 26Q: 3 clusters Score -1.896625e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95552 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -18966466.000000 Penalty: 3875.009521
	Iteration 27Q: 3 clusters Score -1.896647e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -18966620.000000 Penalty: 3875.009521
	Iteration 28Q: 3 clusters Score -1.896662e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -18966872.000000 Penalty: 3875.009521
	Iteration 29Q: 3 clusters Score -1.896687e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95419 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -18967088.000000 Penalty: 3875.009521
	Iteration 30Q: 3 clusters Score -1.896709e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 55322 members 
Entering Unmasked Estep 
Score: -18967264.000000 Penalty: 3875.009521
	Iteration 31Q: 3 clusters Score -1.896726e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95314 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -18967420.000000 Penalty: 3875.009521
	Iteration 32Q: 3 clusters Score -1.896742e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -18967630.000000 Penalty: 3875.009521
	Iteration 33Q: 3 clusters Score -1.896763e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95198 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -18967850.000000 Penalty: 3875.009521
	Iteration 34Q: 3 clusters Score -1.896785e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -18968018.000000 Penalty: 3875.009521
	Iteration 35Q: 3 clusters Score -1.896802e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -18968152.000000 Penalty: 3875.009521
	Iteration 36Q: 3 clusters Score -1.896815e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95092 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -18968386.000000 Penalty: 3875.009521
	Iteration 37Q: 3 clusters Score -1.896839e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -18968496.000000 Penalty: 3875.009521
	Iteration 38Q: 3 clusters Score -1.89685e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -18968642.000000 Penalty: 3875.009521
	Iteration 39Q: 3 clusters Score -1.896864e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -18968766.000000 Penalty: 3875.009521
	Iteration 40F: 3 clusters Score -1.896877e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95020 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -18968882.000000 Penalty: 3875.009521
	Iteration 41Q: 3 clusters Score -1.896888e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -18969002.000000 Penalty: 3875.009521
	Iteration 42Q: 3 clusters Score -1.8969e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94981 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -18969062.000000 Penalty: 3875.009521
	Iteration 43Q: 3 clusters Score -1.896906e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -18969150.000000 Penalty: 3875.009521
	Iteration 44Q: 3 clusters Score -1.896915e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -18969254.000000 Penalty: 3875.009521
	Iteration 45Q: 3 clusters Score -1.896925e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -18969356.000000 Penalty: 3875.009521
	Iteration 46Q: 3 clusters Score -1.896936e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94934 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -18969522.000000 Penalty: 3875.009521
	Iteration 47Q: 3 clusters Score -1.896952e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -18969560.000000 Penalty: 3875.009521
	Iteration 48Q: 3 clusters Score -1.896956e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94942 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -18969706.000000 Penalty: 3875.009521
	Iteration 49Q: 3 clusters Score -1.896971e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -18969790.000000 Penalty: 3875.009521
	Iteration 50Q: 3 clusters Score -1.896979e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94989 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -18969826.000000 Penalty: 3875.009521
	Iteration 51Q: 3 clusters Score -1.896983e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95020 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -18969832.000000 Penalty: 3875.009521
	Iteration 52Q: 3 clusters Score -1.896983e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95064 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -18969876.000000 Penalty: 3875.009521
	Iteration 53Q: 3 clusters Score -1.896988e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -18969970.000000 Penalty: 3875.009521
	Iteration 54Q: 3 clusters Score -1.896997e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -18970044.000000 Penalty: 3875.009521
	Iteration 55Q: 3 clusters Score -1.897004e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95071 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -18970124.000000 Penalty: 3875.009521
	Iteration 56Q: 3 clusters Score -1.897012e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -18970162.000000 Penalty: 3875.009521
	Iteration 57Q: 3 clusters Score -1.897016e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -18970208.000000 Penalty: 3875.009521
	Iteration 58Q: 3 clusters Score -1.897021e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95061 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -18970302.000000 Penalty: 3875.009521
	Iteration 59Q: 3 clusters Score -1.89703e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -18970428.000000 Penalty: 3875.009521
	Iteration 60F: 3 clusters Score -1.897043e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -18970442.000000 Penalty: 3875.009521
	Iteration 61Q: 3 clusters Score -1.897044e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -18970488.000000 Penalty: 3875.009521
	Iteration 62Q: 3 clusters Score -1.897049e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95028 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -18970536.000000 Penalty: 3875.009521
	Iteration 63Q: 3 clusters Score -1.897054e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95025 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -18970590.000000 Penalty: 3875.009521
	Iteration 64Q: 3 clusters Score -1.897059e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95025 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -18970630.000000 Penalty: 3875.009521
	Iteration 65Q: 3 clusters Score -1.897063e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -18970674.000000 Penalty: 3875.009521
	Iteration 66Q: 3 clusters Score -1.897067e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -18970664.000000 Penalty: 3875.009521
	Iteration 67Q: 3 clusters Score -1.897066e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -18970720.000000 Penalty: 3875.009521
	Iteration 68Q: 3 clusters Score -1.897072e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -18970808.000000 Penalty: 3875.009521
	Iteration 69Q: 3 clusters Score -1.897081e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -18970770.000000 Penalty: 3875.009521
	Iteration 70Q: 3 clusters Score -1.897077e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -18970836.000000 Penalty: 3875.009521
	Iteration 71Q: 3 clusters Score -1.897084e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95100 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -18970870.000000 Penalty: 3875.009521
	Iteration 72Q: 3 clusters Score -1.897087e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95113 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -18970902.000000 Penalty: 3875.009521
	Iteration 73Q: 3 clusters Score -1.89709e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -18970928.000000 Penalty: 3875.009521
	Iteration 74Q: 3 clusters Score -1.897093e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -18970970.000000 Penalty: 3875.009521
	Iteration 75Q: 3 clusters Score -1.897097e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -18970972.000000 Penalty: 3875.009521
	Iteration 76Q: 3 clusters Score -1.897097e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -18970980.000000 Penalty: 3875.009521
	Iteration 77Q: 3 clusters Score -1.897098e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -18970994.000000 Penalty: 3875.009521
	Iteration 78Q: 3 clusters Score -1.897099e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -18971030.000000 Penalty: 3875.009521
	Iteration 79Q: 3 clusters Score -1.897103e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -18971072.000000 Penalty: 3875.009521
	Iteration 80F: 3 clusters Score -1.897107e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -18971100.000000 Penalty: 3875.009521
	Iteration 81Q: 3 clusters Score -1.89711e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -18971096.000000 Penalty: 3875.009521
	Iteration 82Q: 3 clusters Score -1.89711e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95092 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -18971110.000000 Penalty: 3875.009521
	Iteration 83Q: 3 clusters Score -1.897111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -18971148.000000 Penalty: 3875.009521
	Iteration 84Q: 3 clusters Score -1.897115e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -18971162.000000 Penalty: 3875.009521
	Iteration 85Q: 3 clusters Score -1.897116e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -18971180.000000 Penalty: 3875.009521
	Iteration 86Q: 3 clusters Score -1.897118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -18971186.000000 Penalty: 3875.009521
	Iteration 87Q: 3 clusters Score -1.897119e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95061 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -18971218.000000 Penalty: 3875.009521
	Iteration 88Q: 3 clusters Score -1.897122e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -18971234.000000 Penalty: 3875.009521
	Iteration 89Q: 3 clusters Score -1.897123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -18971258.000000 Penalty: 3875.009521
	Iteration 90Q: 3 clusters Score -1.897126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -18971274.000000 Penalty: 3875.009521
	Iteration 91Q: 3 clusters Score -1.897127e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -18971266.000000 Penalty: 3875.009521
	Iteration 92Q: 3 clusters Score -1.897127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -18971270.000000 Penalty: 3875.009521
	Iteration 93Q: 3 clusters Score -1.897127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95048 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -18971304.000000 Penalty: 3875.009521
	Iteration 94Q: 3 clusters Score -1.89713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -18971312.000000 Penalty: 3875.009521
	Iteration 95Q: 3 clusters Score -1.897131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95057 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -18971320.000000 Penalty: 3875.009521
	Iteration 96Q: 3 clusters Score -1.897132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -18971332.000000 Penalty: 3875.009521
	Iteration 97Q: 3 clusters Score -1.897133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -18971372.000000 Penalty: 3875.009521
	Iteration 98Q: 3 clusters Score -1.897137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -18971352.000000 Penalty: 3875.009521
	Iteration 99Q: 3 clusters Score -1.897135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -18971364.000000 Penalty: 3875.009521
	Iteration 100F: 3 clusters Score -1.897136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -18971368.000000 Penalty: 3875.009521
	Iteration 101Q: 3 clusters Score -1.897137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -18971376.000000 Penalty: 3875.009521
	Iteration 102Q: 3 clusters Score -1.897138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95036 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -18971370.000000 Penalty: 3875.009521
	Iteration 103Q: 3 clusters Score -1.897137e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95029 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -18971424.000000 Penalty: 3875.009521
	Iteration 104Q: 3 clusters Score -1.897142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -18971428.000000 Penalty: 3875.009521
	Iteration 105Q: 3 clusters Score -1.897143e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95025 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -18971404.000000 Penalty: 3875.009521
	Iteration 106Q: 3 clusters Score -1.89714e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -18971426.000000 Penalty: 3875.009521
	Iteration 107Q: 3 clusters Score -1.897143e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95013 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -18971454.000000 Penalty: 3875.009521
	Iteration 108Q: 3 clusters Score -1.897145e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -18971474.000000 Penalty: 3875.009521
	Iteration 109Q: 3 clusters Score -1.897147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95010 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -18971468.000000 Penalty: 3875.009521
	Iteration 110Q: 3 clusters Score -1.897147e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95003 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -18971468.000000 Penalty: 3875.009521
	Iteration 111Q: 3 clusters Score -1.897147e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95000 members 
Mstep: Class 2 contains 55709 members 
Entering Unmasked Estep 
Score: -18971474.000000 Penalty: 3875.009521
	Iteration 112Q: 3 clusters Score -1.897147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95003 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -18971454.000000 Penalty: 3875.009521
	Iteration 113Q: 3 clusters Score -1.897145e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -18971482.000000 Penalty: 3875.009521
	Iteration 114Q: 3 clusters Score -1.897148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -18971466.000000 Penalty: 3875.009521
	Iteration 115Q: 3 clusters Score -1.897147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -18971468.000000 Penalty: 3875.009521
	Iteration 116Q: 3 clusters Score -1.897147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -18971478.000000 Penalty: 3875.009521
	Iteration 117Q: 3 clusters Score -1.897148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -18971504.000000 Penalty: 3875.009521
	Iteration 118Q: 3 clusters Score -1.89715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -18971506.000000 Penalty: 3875.009521
	Iteration 119Q: 3 clusters Score -1.897151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -18971508.000000 Penalty: 3875.009521
	Iteration 120F: 3 clusters Score -1.897151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -18971520.000000 Penalty: 3875.009521
	Iteration 121Q: 3 clusters Score -1.897152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -18971524.000000 Penalty: 3875.009521
	Iteration 122Q: 3 clusters Score -1.897152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -18971526.000000 Penalty: 3875.009521
	Iteration 123Q: 3 clusters Score -1.897153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -18971526.000000 Penalty: 3875.009521
	Iteration 124Q: 3 clusters Score -1.897153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -18971530.000000 Penalty: 3875.009521
	Iteration 125Q: 3 clusters Score -1.897153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -18971518.000000 Penalty: 3875.009521
	Iteration 126Q: 3 clusters Score -1.897152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94988 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -18971524.000000 Penalty: 3875.009521
	Iteration 127Q: 3 clusters Score -1.897152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -18971528.000000 Penalty: 3875.009521
	Iteration 128Q: 3 clusters Score -1.897153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -18971542.000000 Penalty: 3875.009521
	Iteration 129Q: 3 clusters Score -1.897154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94989 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -18971542.000000 Penalty: 3875.009521
	Iteration 130Q: 3 clusters Score -1.897154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -18971548.000000 Penalty: 3875.009521
	Iteration 131Q: 3 clusters Score -1.897155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -18971544.000000 Penalty: 3875.009521
	Iteration 132Q: 3 clusters Score -1.897154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -18971544.000000 Penalty: 3875.009521
	Iteration 133Q: 3 clusters Score -1.897154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -18971544.000000 Penalty: 3875.009521
	Iteration 134F: 3 clusters Score -1.897154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 101853 members 
Mstep: Class 5 contains 85944 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 82400 members 
Mstep: Class 9 contains 98481 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 14 contains 10140 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 1516 members 
Mstep: Class 17 contains 12168 members 
Mstep: Class 18 contains 1164 members 
Mstep: Class 19 contains 94983 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 53381 members 
Mstep: Class 23 contains 82746 members 
Mstep: Class 24 contains 1933 members 
Mstep: Class 25 contains 1744 members 
Mstep: Class 26 contains 2713 members 
Mstep: Class 27 contains 55726 members 
Entering Unmasked Estep 
Score: -102161008.000000 Penalty: 59856.890625
Splitting cluster 19 changes total score from -102037312.000000 to -102161008.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (4333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Entering Unmasked Estep 
Score: -484915.312500 Penalty: 1360.777588
	Iteration 0F: 2 clusters Score -484915.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -481440.437500 Penalty: 2721.555176
	Iteration 0F: 3 clusters Score -481440.4 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -483355.500000 Penalty: 2721.555176
	Iteration 1F: 3 clusters Score -483355.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -484547.468750 Penalty: 2721.555176
	Iteration 2F: 3 clusters Score -484547.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -485183.937500 Penalty: 2721.555176
	Iteration 3F: 3 clusters Score -485183.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -485543.281250 Penalty: 2721.555176
	Iteration 4F: 3 clusters Score -485543.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -485773.093750 Penalty: 2721.555176
	Iteration 5Q: 3 clusters Score -485773.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -485890.875000 Penalty: 2721.555176
	Iteration 6Q: 3 clusters Score -485890.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -485973.062500 Penalty: 2721.555176
	Iteration 7Q: 3 clusters Score -485973.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -486021.312500 Penalty: 2721.555176
	Iteration 8Q: 3 clusters Score -486021.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -486047.781250 Penalty: 2721.555176
	Iteration 9Q: 3 clusters Score -486047.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -486062.968750 Penalty: 2721.555176
	Iteration 10Q: 3 clusters Score -486063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -486073.187500 Penalty: 2721.555176
	Iteration 11Q: 3 clusters Score -486073.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -486081.437500 Penalty: 2721.555176
	Iteration 12Q: 3 clusters Score -486081.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -486085.062500 Penalty: 2721.555176
	Iteration 13Q: 3 clusters Score -486085.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -486087.156250 Penalty: 2721.555176
	Iteration 14Q: 3 clusters Score -486087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -486087.093750 Penalty: 2721.555176
	Iteration 15Q: 3 clusters Score -486087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -486087.968750 Penalty: 2721.555176
	Iteration 16Q: 3 clusters Score -486088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -486088.156250 Penalty: 2721.555176
	Iteration 17Q: 3 clusters Score -486088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -486087.781250 Penalty: 2721.555176
	Iteration 18Q: 3 clusters Score -486087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -486089.125000 Penalty: 2721.555176
	Iteration 19Q: 3 clusters Score -486089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -486089.406250 Penalty: 2721.555176
	Iteration 20F: 3 clusters Score -486089.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -486090.437500 Penalty: 2721.555176
	Iteration 21Q: 3 clusters Score -486090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -486092.468750 Penalty: 2721.555176
	Iteration 22Q: 3 clusters Score -486092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -486093.718750 Penalty: 2721.555176
	Iteration 23Q: 3 clusters Score -486093.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -486093.718750 Penalty: 2721.555176
	Iteration 24F: 3 clusters Score -486093.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 101853 members 
Mstep: Class 5 contains 85944 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 82400 members 
Mstep: Class 9 contains 98481 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 14 contains 10140 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 1516 members 
Mstep: Class 17 contains 12168 members 
Mstep: Class 18 contains 1164 members 
Mstep: Class 19 contains 94983 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 53381 members 
Mstep: Class 23 contains 82746 members 
Mstep: Class 24 contains 1933 members 
Mstep: Class 25 contains 1744 members 
Mstep: Class 26 contains 2713 members 
Mstep: Class 27 contains 55726 members 
Mstep: Class 28 contains 1804 members 
Entering Unmasked Estep 
Score: -102161216.000000 Penalty: 62073.812500
Splitting cluster 20 changes total score from -102037312.000000 to -102161216.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -421806.875000 Penalty: 1327.884888
	Iteration 0F: 2 clusters Score -421806.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -418750.781250 Penalty: 2655.769775
	Iteration 0F: 3 clusters Score -418750.8 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -419552.062500 Penalty: 2655.769775
	Iteration 1F: 3 clusters Score -419552.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -419774.125000 Penalty: 2655.769775
	Iteration 2F: 3 clusters Score -419774.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -419953.656250 Penalty: 2655.769775
	Iteration 3F: 3 clusters Score -419953.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -420142.250000 Penalty: 2655.769775
	Iteration 4F: 3 clusters Score -420142.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -420380.062500 Penalty: 2655.769775
	Iteration 5F: 3 clusters Score -420380.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -420703.093750 Penalty: 2655.769775
	Iteration 6F: 3 clusters Score -420703.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -421037.406250 Penalty: 2655.769775
	Iteration 7F: 3 clusters Score -421037.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -421285.312500 Penalty: 2655.769775
	Iteration 8F: 3 clusters Score -421285.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -421431.843750 Penalty: 2655.769775
	Iteration 9Q: 3 clusters Score -421431.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -421529.968750 Penalty: 2655.769775
	Iteration 10Q: 3 clusters Score -421530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -421595.500000 Penalty: 2655.769775
	Iteration 11Q: 3 clusters Score -421595.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -421627.843750 Penalty: 2655.769775
	Iteration 12Q: 3 clusters Score -421627.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -421653.312500 Penalty: 2655.769775
	Iteration 13Q: 3 clusters Score -421653.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -421666.875000 Penalty: 2655.769775
	Iteration 14Q: 3 clusters Score -421666.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -421676.500000 Penalty: 2655.769775
	Iteration 15Q: 3 clusters Score -421676.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -421687.812500 Penalty: 2655.769775
	Iteration 16Q: 3 clusters Score -421687.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -421696.718750 Penalty: 2655.769775
	Iteration 17Q: 3 clusters Score -421696.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -421703.781250 Penalty: 2655.769775
	Iteration 18Q: 3 clusters Score -421703.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -421706.906250 Penalty: 2655.769775
	Iteration 19Q: 3 clusters Score -421706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -421711.968750 Penalty: 2655.769775
	Iteration 20F: 3 clusters Score -421712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -421714.718750 Penalty: 2655.769775
	Iteration 21Q: 3 clusters Score -421714.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -421717.125000 Penalty: 2655.769775
	Iteration 22Q: 3 clusters Score -421717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -421718.375000 Penalty: 2655.769775
	Iteration 23Q: 3 clusters Score -421718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -421719.718750 Penalty: 2655.769775
	Iteration 24Q: 3 clusters Score -421719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -421721.062500 Penalty: 2655.769775
	Iteration 25Q: 3 clusters Score -421721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -421722.125000 Penalty: 2655.769775
	Iteration 26Q: 3 clusters Score -421722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -421723.031250 Penalty: 2655.769775
	Iteration 27Q: 3 clusters Score -421723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -421723.000000 Penalty: 2655.769775
	Iteration 28Q: 3 clusters Score -421723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -421723.000000 Penalty: 2655.769775
	Iteration 29F: 3 clusters Score -421723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19491 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 101853 members 
Mstep: Class 5 contains 85944 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 82400 members 
Mstep: Class 9 contains 98481 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 1516 members 
Mstep: Class 17 contains 12168 members 
Mstep: Class 18 contains 1164 members 
Mstep: Class 19 contains 94983 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 3539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102176320.000000 Penalty: 62073.812500
Iteration 39Q: 29 clusters Score -1.021763e+08 nChanged 29989
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19926 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 100507 members 
Mstep: Class 5 contains 82775 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 5475 members 
Mstep: Class 8 contains 83231 members 
Mstep: Class 9 contains 102347 members 
Mstep: Class 10 contains 25225 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 20463 members 
Mstep: Class 13 contains 53501 members 
Mstep: Class 14 contains 9960 members 
Mstep: Class 15 contains 17664 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 12484 members 
Mstep: Class 18 contains 1177 members 
Mstep: Class 19 contains 97831 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 52381 members 
Mstep: Class 23 contains 82196 members 
Mstep: Class 24 contains 1868 members 
Mstep: Class 25 contains 1784 members 
Mstep: Class 26 contains 2667 members 
Mstep: Class 27 contains 55262 members 
Mstep: Class 28 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102186408.000000 Penalty: 62073.812500
Iteration 40F: 29 clusters Score -1.021864e+08 nChanged 25528
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20701 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 97426 members 
Mstep: Class 5 contains 78436 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 83849 members 
Mstep: Class 9 contains 102909 members 
Mstep: Class 10 contains 24017 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 20041 members 
Mstep: Class 13 contains 52938 members 
Mstep: Class 14 contains 10430 members 
Mstep: Class 15 contains 16231 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 12504 members 
Mstep: Class 18 contains 1168 members 
Mstep: Class 19 contains 97921 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 21 contains 3650 members 
Mstep: Class 22 contains 56061 members 
Mstep: Class 23 contains 83372 members 
Mstep: Class 24 contains 2111 members 
Mstep: Class 25 contains 1883 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 58335 members 
Mstep: Class 28 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102192408.000000 Penalty: 62073.812500
Iteration 41Q: 29 clusters Score -1.021924e+08 nChanged 17548
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21170 members 
Mstep: Class 3 contains 667 members 
Mstep: Class 4 contains 95251 members 
Mstep: Class 5 contains 75222 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 5164 members 
Mstep: Class 8 contains 84689 members 
Mstep: Class 9 contains 103131 members 
Mstep: Class 10 contains 23253 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 19834 members 
Mstep: Class 13 contains 52504 members 
Mstep: Class 14 contains 10663 members 
Mstep: Class 15 contains 15105 members 
Mstep: Class 16 contains 1494 members 
Mstep: Class 17 contains 12549 members 
Mstep: Class 18 contains 1173 members 
Mstep: Class 19 contains 97864 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 3745 members 
Mstep: Class 22 contains 58848 members 
Mstep: Class 23 contains 84548 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 1929 members 
Mstep: Class 26 contains 3157 members 
Mstep: Class 27 contains 60135 members 
Mstep: Class 28 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102196384.000000 Penalty: 62073.812500
Iteration 42Q: 29 clusters Score -1.021964e+08 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21480 members 
Mstep: Class 3 contains 667 members 
Mstep: Class 4 contains 93577 members 
Mstep: Class 5 contains 72512 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 5035 members 
Mstep: Class 8 contains 85316 members 
Mstep: Class 9 contains 102912 members 
Mstep: Class 10 contains 22662 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 19686 members 
Mstep: Class 13 contains 52163 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 1471 members 
Mstep: Class 17 contains 12587 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 19 contains 97644 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 3827 members 
Mstep: Class 22 contains 61436 members 
Mstep: Class 23 contains 85866 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 1954 members 
Mstep: Class 26 contains 3368 members 
Mstep: Class 27 contains 61497 members 
Mstep: Class 28 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102199608.000000 Penalty: 62073.812500
Iteration 43Q: 29 clusters Score -1.021996e+08 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21664 members 
Mstep: Class 3 contains 668 members 
Mstep: Class 4 contains 92355 members 
Mstep: Class 5 contains 70121 members 
Mstep: Class 6 contains 1464 members 
Mstep: Class 7 contains 4909 members 
Mstep: Class 8 contains 85679 members 
Mstep: Class 9 contains 102292 members 
Mstep: Class 10 contains 22194 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 19575 members 
Mstep: Class 13 contains 51953 members 
Mstep: Class 14 contains 10994 members 
Mstep: Class 15 contains 13572 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 12581 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 97377 members 
Mstep: Class 20 contains 2865 members 
Mstep: Class 21 contains 3893 members 
Mstep: Class 22 contains 63967 members 
Mstep: Class 23 contains 87237 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1990 members 
Mstep: Class 26 contains 3554 members 
Mstep: Class 27 contains 62571 members 
Mstep: Class 28 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102202768.000000 Penalty: 62073.812500
Iteration 44Q: 29 clusters Score -1.022028e+08 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21717 members 
Mstep: Class 3 contains 669 members 
Mstep: Class 4 contains 91395 members 
Mstep: Class 5 contains 67864 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 4784 members 
Mstep: Class 8 contains 85931 members 
Mstep: Class 9 contains 101467 members 
Mstep: Class 10 contains 21815 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 19453 members 
Mstep: Class 13 contains 51770 members 
Mstep: Class 14 contains 11179 members 
Mstep: Class 15 contains 13051 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 12602 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 97111 members 
Mstep: Class 20 contains 2882 members 
Mstep: Class 21 contains 3942 members 
Mstep: Class 22 contains 66396 members 
Mstep: Class 23 contains 88652 members 
Mstep: Class 24 contains 2364 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 3745 members 
Mstep: Class 27 contains 63484 members 
Mstep: Class 28 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102205080.000000 Penalty: 62073.812500
Iteration 45Q: 29 clusters Score -1.022051e+08 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21717 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 90681 members 
Mstep: Class 5 contains 65730 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 4669 members 
Mstep: Class 8 contains 85991 members 
Mstep: Class 9 contains 100464 members 
Mstep: Class 10 contains 21483 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 19330 members 
Mstep: Class 13 contains 51677 members 
Mstep: Class 14 contains 11356 members 
Mstep: Class 15 contains 12630 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 12639 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 96844 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 3996 members 
Mstep: Class 22 contains 68809 members 
Mstep: Class 23 contains 90068 members 
Mstep: Class 24 contains 2387 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 3921 members 
Mstep: Class 27 contains 64237 members 
Mstep: Class 28 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102207168.000000 Penalty: 62073.812500
Iteration 46Q: 29 clusters Score -1.022072e+08 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21664 members 
Mstep: Class 3 contains 669 members 
Mstep: Class 4 contains 90143 members 
Mstep: Class 5 contains 63861 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 85876 members 
Mstep: Class 9 contains 99211 members 
Mstep: Class 10 contains 21129 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19198 members 
Mstep: Class 13 contains 51622 members 
Mstep: Class 14 contains 11582 members 
Mstep: Class 15 contains 12314 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12703 members 
Mstep: Class 18 contains 1286 members 
Mstep: Class 19 contains 96604 members 
Mstep: Class 20 contains 2903 members 
Mstep: Class 21 contains 4046 members 
Mstep: Class 22 contains 71217 members 
Mstep: Class 23 contains 91417 members 
Mstep: Class 24 contains 2405 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 4066 members 
Mstep: Class 27 contains 64920 members 
Mstep: Class 28 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102208696.000000 Penalty: 62073.812500
Iteration 47Q: 29 clusters Score -1.022087e+08 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21590 members 
Mstep: Class 3 contains 667 members 
Mstep: Class 4 contains 89772 members 
Mstep: Class 5 contains 62115 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 8 contains 85628 members 
Mstep: Class 9 contains 98010 members 
Mstep: Class 10 contains 20826 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 19040 members 
Mstep: Class 13 contains 51585 members 
Mstep: Class 14 contains 11831 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12778 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 96454 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 73635 members 
Mstep: Class 23 contains 92585 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 2116 members 
Mstep: Class 26 contains 4203 members 
Mstep: Class 27 contains 65427 members 
Mstep: Class 28 contains 1625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209512.000000 Penalty: 62073.812500
Iteration 48Q: 29 clusters Score -1.022095e+08 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21494 members 
Mstep: Class 3 contains 668 members 
Mstep: Class 4 contains 89528 members 
Mstep: Class 5 contains 60461 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 4438 members 
Mstep: Class 8 contains 85306 members 
Mstep: Class 9 contains 96859 members 
Mstep: Class 10 contains 20536 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 18906 members 
Mstep: Class 13 contains 51528 members 
Mstep: Class 14 contains 12091 members 
Mstep: Class 15 contains 11697 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 96326 members 
Mstep: Class 20 contains 2931 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 76093 members 
Mstep: Class 23 contains 93568 members 
Mstep: Class 24 contains 2431 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 4315 members 
Mstep: Class 27 contains 65838 members 
Mstep: Class 28 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211296.000000 Penalty: 62073.812500
Iteration 49Q: 29 clusters Score -1.022113e+08 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21368 members 
Mstep: Class 3 contains 668 members 
Mstep: Class 4 contains 89309 members 
Mstep: Class 5 contains 58931 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 4378 members 
Mstep: Class 8 contains 84860 members 
Mstep: Class 9 contains 95894 members 
Mstep: Class 10 contains 20262 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 18774 members 
Mstep: Class 13 contains 51467 members 
Mstep: Class 14 contains 12351 members 
Mstep: Class 15 contains 11464 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12961 members 
Mstep: Class 18 contains 1334 members 
Mstep: Class 19 contains 96233 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 4147 members 
Mstep: Class 22 contains 78559 members 
Mstep: Class 23 contains 94313 members 
Mstep: Class 24 contains 2449 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 4401 members 
Mstep: Class 27 contains 66217 members 
Mstep: Class 28 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212344.000000 Penalty: 62073.812500
Iteration 50Q: 29 clusters Score -1.022123e+08 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21234 members 
Mstep: Class 3 contains 666 members 
Mstep: Class 4 contains 89142 members 
Mstep: Class 5 contains 57393 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 4343 members 
Mstep: Class 8 contains 84078 members 
Mstep: Class 9 contains 95170 members 
Mstep: Class 10 contains 20032 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 18657 members 
Mstep: Class 13 contains 51429 members 
Mstep: Class 14 contains 12572 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 13041 members 
Mstep: Class 18 contains 1358 members 
Mstep: Class 19 contains 96142 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 4178 members 
Mstep: Class 22 contains 80923 members 
Mstep: Class 23 contains 95078 members 
Mstep: Class 24 contains 2462 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 4483 members 
Mstep: Class 27 contains 66555 members 
Mstep: Class 28 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213544.000000 Penalty: 62073.812500
Iteration 51Q: 29 clusters Score -1.022135e+08 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21109 members 
Mstep: Class 3 contains 667 members 
Mstep: Class 4 contains 88956 members 
Mstep: Class 5 contains 55980 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 4309 members 
Mstep: Class 8 contains 83300 members 
Mstep: Class 9 contains 94526 members 
Mstep: Class 10 contains 19797 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 18565 members 
Mstep: Class 13 contains 51387 members 
Mstep: Class 14 contains 12769 members 
Mstep: Class 15 contains 11232 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 13142 members 
Mstep: Class 18 contains 1379 members 
Mstep: Class 19 contains 96071 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 4208 members 
Mstep: Class 22 contains 83352 members 
Mstep: Class 23 contains 95616 members 
Mstep: Class 24 contains 2478 members 
Mstep: Class 25 contains 2190 members 
Mstep: Class 26 contains 4546 members 
Mstep: Class 27 contains 66839 members 
Mstep: Class 28 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214200.000000 Penalty: 62073.812500
Iteration 52Q: 29 clusters Score -1.022142e+08 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20999 members 
Mstep: Class 3 contains 668 members 
Mstep: Class 4 contains 88665 members 
Mstep: Class 5 contains 54685 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 7 contains 4281 members 
Mstep: Class 8 contains 82352 members 
Mstep: Class 9 contains 94078 members 
Mstep: Class 10 contains 19613 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 18468 members 
Mstep: Class 13 contains 51332 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 11194 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 1406 members 
Mstep: Class 19 contains 96030 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 4234 members 
Mstep: Class 22 contains 85749 members 
Mstep: Class 23 contains 96085 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 2221 members 
Mstep: Class 26 contains 4598 members 
Mstep: Class 27 contains 67086 members 
Mstep: Class 28 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214664.000000 Penalty: 62073.812500
Iteration 53Q: 29 clusters Score -1.022147e+08 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 669 members 
Mstep: Class 4 contains 88342 members 
Mstep: Class 5 contains 53448 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 4265 members 
Mstep: Class 8 contains 81290 members 
Mstep: Class 9 contains 93944 members 
Mstep: Class 10 contains 19443 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 18367 members 
Mstep: Class 13 contains 51271 members 
Mstep: Class 14 contains 13070 members 
Mstep: Class 15 contains 11207 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 13345 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 96002 members 
Mstep: Class 20 contains 2974 members 
Mstep: Class 21 contains 4255 members 
Mstep: Class 22 contains 87980 members 
Mstep: Class 23 contains 96456 members 
Mstep: Class 24 contains 2497 members 
Mstep: Class 25 contains 2241 members 
Mstep: Class 26 contains 4651 members 
Mstep: Class 27 contains 67274 members 
Mstep: Class 28 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214208.000000 Penalty: 62073.812500
Iteration 54Q: 29 clusters Score -1.022142e+08 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20781 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 88074 members 
Mstep: Class 5 contains 52335 members 
Mstep: Class 6 contains 1702 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 80363 members 
Mstep: Class 9 contains 94008 members 
Mstep: Class 10 contains 19262 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 18269 members 
Mstep: Class 13 contains 51201 members 
Mstep: Class 14 contains 13218 members 
Mstep: Class 15 contains 11263 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 13427 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 95990 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 89711 members 
Mstep: Class 23 contains 96798 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 4711 members 
Mstep: Class 27 contains 67461 members 
Mstep: Class 28 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213656.000000 Penalty: 62073.812500
Iteration 55Q: 29 clusters Score -1.022137e+08 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20686 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 87941 members 
Mstep: Class 5 contains 51348 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 4228 members 
Mstep: Class 8 contains 79655 members 
Mstep: Class 9 contains 94167 members 
Mstep: Class 10 contains 19121 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 18182 members 
Mstep: Class 13 contains 51121 members 
Mstep: Class 14 contains 13336 members 
Mstep: Class 15 contains 11401 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 13487 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 95968 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 4288 members 
Mstep: Class 22 contains 90928 members 
Mstep: Class 23 contains 97048 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 67612 members 
Mstep: Class 28 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212536.000000 Penalty: 62073.812500
Iteration 56Q: 29 clusters Score -1.022125e+08 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20608 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 87924 members 
Mstep: Class 5 contains 50476 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 79189 members 
Mstep: Class 9 contains 94350 members 
Mstep: Class 10 contains 18987 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 18110 members 
Mstep: Class 13 contains 51072 members 
Mstep: Class 14 contains 13462 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 13533 members 
Mstep: Class 18 contains 1511 members 
Mstep: Class 19 contains 95932 members 
Mstep: Class 20 contains 3007 members 
Mstep: Class 21 contains 4299 members 
Mstep: Class 22 contains 91674 members 
Mstep: Class 23 contains 97199 members 
Mstep: Class 24 contains 2526 members 
Mstep: Class 25 contains 2317 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 67741 members 
Mstep: Class 28 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211560.000000 Penalty: 62073.812500
Iteration 57Q: 29 clusters Score -1.022116e+08 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20534 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 88016 members 
Mstep: Class 5 contains 49614 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 4200 members 
Mstep: Class 8 contains 79013 members 
Mstep: Class 9 contains 94574 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 18043 members 
Mstep: Class 13 contains 51045 members 
Mstep: Class 14 contains 13585 members 
Mstep: Class 15 contains 11792 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 13572 members 
Mstep: Class 18 contains 1526 members 
Mstep: Class 19 contains 95918 members 
Mstep: Class 20 contains 3012 members 
Mstep: Class 21 contains 4317 members 
Mstep: Class 22 contains 92060 members 
Mstep: Class 23 contains 97207 members 
Mstep: Class 24 contains 2536 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 4883 members 
Mstep: Class 27 contains 67853 members 
Mstep: Class 28 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210440.000000 Penalty: 62073.812500
Iteration 58Q: 29 clusters Score -1.022104e+08 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20493 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 88218 members 
Mstep: Class 5 contains 48812 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 79075 members 
Mstep: Class 9 contains 94753 members 
Mstep: Class 10 contains 18743 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 17984 members 
Mstep: Class 13 contains 50989 members 
Mstep: Class 14 contains 13683 members 
Mstep: Class 15 contains 11955 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 13608 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 95906 members 
Mstep: Class 20 contains 3022 members 
Mstep: Class 21 contains 4321 members 
Mstep: Class 22 contains 92205 members 
Mstep: Class 23 contains 97164 members 
Mstep: Class 24 contains 2537 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 67952 members 
Mstep: Class 28 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210480.000000 Penalty: 62073.812500
Iteration 59Q: 29 clusters Score -1.022105e+08 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20439 members 
Mstep: Class 3 contains 676 members 
Mstep: Class 4 contains 88404 members 
Mstep: Class 5 contains 48087 members 
Mstep: Class 6 contains 1809 members 
Mstep: Class 7 contains 4190 members 
Mstep: Class 8 contains 79326 members 
Mstep: Class 9 contains 94890 members 
Mstep: Class 10 contains 18647 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 17928 members 
Mstep: Class 13 contains 50961 members 
Mstep: Class 14 contains 13768 members 
Mstep: Class 15 contains 12140 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 13655 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 95877 members 
Mstep: Class 20 contains 3034 members 
Mstep: Class 21 contains 4329 members 
Mstep: Class 22 contains 92213 members 
Mstep: Class 23 contains 96994 members 
Mstep: Class 24 contains 2541 members 
Mstep: Class 25 contains 2380 members 
Mstep: Class 26 contains 5012 members 
Mstep: Class 27 contains 68067 members 
Mstep: Class 28 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211560.000000 Penalty: 62073.812500
Iteration 60F: 29 clusters Score -1.022116e+08 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 661 members 
Mstep: Class 4 contains 88600 members 
Mstep: Class 5 contains 47339 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 4180 members 
Mstep: Class 8 contains 79306 members 
Mstep: Class 9 contains 95025 members 
Mstep: Class 10 contains 18442 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 17891 members 
Mstep: Class 13 contains 50936 members 
Mstep: Class 14 contains 13973 members 
Mstep: Class 15 contains 12343 members 
Mstep: Class 16 contains 1409 members 
Mstep: Class 17 contains 13691 members 
Mstep: Class 18 contains 1567 members 
Mstep: Class 19 contains 95852 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 92565 members 
Mstep: Class 23 contains 96757 members 
Mstep: Class 24 contains 2542 members 
Mstep: Class 25 contains 2425 members 
Mstep: Class 26 contains 5068 members 
Mstep: Class 27 contains 68153 members 
Mstep: Class 28 contains 1753 members 
Entering Unmasked Estep 
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Score: -102211144.000000 Penalty: 62073.812500
Iteration 61Q: 29 clusters Score -1.022111e+08 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20346 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 88874 members 
Mstep: Class 5 contains 46593 members 
Mstep: Class 6 contains 1851 members 
Mstep: Class 7 contains 4173 members 
Mstep: Class 8 contains 79376 members 
Mstep: Class 9 contains 95142 members 
Mstep: Class 10 contains 18272 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 17861 members 
Mstep: Class 13 contains 50937 members 
Mstep: Class 14 contains 14124 members 
Mstep: Class 15 contains 12545 members 
Mstep: Class 16 contains 1409 members 
Mstep: Class 17 contains 13722 members 
Mstep: Class 18 contains 1573 members 
Mstep: Class 19 contains 95807 members 
Mstep: Class 20 contains 3064 members 
Mstep: Class 21 contains 4364 members 
Mstep: Class 22 contains 92799 members 
Mstep: Class 23 contains 96483 members 
Mstep: Class 24 contains 2542 members 
Mstep: Class 25 contains 2469 members 
Mstep: Class 26 contains 5114 members 
Mstep: Class 27 contains 68225 members 
Mstep: Class 28 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211528.000000 Penalty: 62073.812500
Iteration 62Q: 29 clusters Score -1.022115e+08 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20317 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 89168 members 
Mstep: Class 5 contains 45890 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 4163 members 
Mstep: Class 8 contains 79550 members 
Mstep: Class 9 contains 95205 members 
Mstep: Class 10 contains 18119 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 17845 members 
Mstep: Class 13 contains 50937 members 
Mstep: Class 14 contains 14269 members 
Mstep: Class 15 contains 12709 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 13741 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 95759 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 92989 members 
Mstep: Class 23 contains 96182 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 5154 members 
Mstep: Class 27 contains 68279 members 
Mstep: Class 28 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211736.000000 Penalty: 62073.812500
Iteration 63Q: 29 clusters Score -1.022117e+08 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20290 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 89426 members 
Mstep: Class 5 contains 45258 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 4152 members 
Mstep: Class 8 contains 79846 members 
Mstep: Class 9 contains 95251 members 
Mstep: Class 10 contains 17969 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 17820 members 
Mstep: Class 13 contains 50924 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 12857 members 
Mstep: Class 16 contains 1417 members 
Mstep: Class 17 contains 13762 members 
Mstep: Class 18 contains 1585 members 
Mstep: Class 19 contains 95723 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 93140 members 
Mstep: Class 23 contains 95834 members 
Mstep: Class 24 contains 2542 members 
Mstep: Class 25 contains 2542 members 
Mstep: Class 26 contains 5193 members 
Mstep: Class 27 contains 68298 members 
Mstep: Class 28 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212080.000000 Penalty: 62073.812500
Iteration 64Q: 29 clusters Score -1.022121e+08 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20267 members 
Mstep: Class 3 contains 615 members 
Mstep: Class 4 contains 89704 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 4145 members 
Mstep: Class 8 contains 80237 members 
Mstep: Class 9 contains 95221 members 
Mstep: Class 10 contains 17826 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 17794 members 
Mstep: Class 13 contains 50925 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 13054 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 1588 members 
Mstep: Class 19 contains 95698 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 93208 members 
Mstep: Class 23 contains 95455 members 
Mstep: Class 24 contains 2542 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 5243 members 
Mstep: Class 27 contains 68318 members 
Mstep: Class 28 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212384.000000 Penalty: 62073.812500
Iteration 65Q: 29 clusters Score -1.022124e+08 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20244 members 
Mstep: Class 3 contains 610 members 
Mstep: Class 4 contains 89959 members 
Mstep: Class 5 contains 44034 members 
Mstep: Class 6 contains 1917 members 
Mstep: Class 7 contains 4132 members 
Mstep: Class 8 contains 80692 members 
Mstep: Class 9 contains 95270 members 
Mstep: Class 10 contains 17693 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 17762 members 
Mstep: Class 13 contains 50894 members 
Mstep: Class 14 contains 14757 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 13775 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 95696 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 93269 members 
Mstep: Class 23 contains 95056 members 
Mstep: Class 24 contains 2543 members 
Mstep: Class 25 contains 2597 members 
Mstep: Class 26 contains 5292 members 
Mstep: Class 27 contains 68301 members 
Mstep: Class 28 contains 1804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212568.000000 Penalty: 62073.812500
Iteration 66Q: 29 clusters Score -1.022126e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20216 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 90264 members 
Mstep: Class 5 contains 43492 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 81160 members 
Mstep: Class 9 contains 95217 members 
Mstep: Class 10 contains 17570 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 17720 members 
Mstep: Class 13 contains 50842 members 
Mstep: Class 14 contains 14879 members 
Mstep: Class 15 contains 13311 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 13778 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 95694 members 
Mstep: Class 20 contains 3105 members 
Mstep: Class 21 contains 4449 members 
Mstep: Class 22 contains 93291 members 
Mstep: Class 23 contains 94708 members 
Mstep: Class 24 contains 2544 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 5345 members 
Mstep: Class 27 contains 68303 members 
Mstep: Class 28 contains 1819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212768.000000 Penalty: 62073.812500
Iteration 67Q: 29 clusters Score -1.022128e+08 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20191 members 
Mstep: Class 3 contains 612 members 
Mstep: Class 4 contains 90544 members 
Mstep: Class 5 contains 42988 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 8 contains 81633 members 
Mstep: Class 9 contains 95061 members 
Mstep: Class 10 contains 17474 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 17686 members 
Mstep: Class 13 contains 50759 members 
Mstep: Class 14 contains 14977 members 
Mstep: Class 15 contains 13436 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 13785 members 
Mstep: Class 18 contains 1612 members 
Mstep: Class 19 contains 95707 members 
Mstep: Class 20 contains 3125 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 93338 members 
Mstep: Class 23 contains 94412 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 2670 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 68300 members 
Mstep: Class 28 contains 1823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212720.000000 Penalty: 62073.812500
Iteration 68Q: 29 clusters Score -1.022127e+08 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20168 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 90829 members 
Mstep: Class 5 contains 42531 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 4098 members 
Mstep: Class 8 contains 82094 members 
Mstep: Class 9 contains 94866 members 
Mstep: Class 10 contains 17359 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 17642 members 
Mstep: Class 13 contains 50673 members 
Mstep: Class 14 contains 15077 members 
Mstep: Class 15 contains 13591 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 13784 members 
Mstep: Class 18 contains 1616 members 
Mstep: Class 19 contains 95705 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 4495 members 
Mstep: Class 22 contains 93445 members 
Mstep: Class 23 contains 94079 members 
Mstep: Class 24 contains 2537 members 
Mstep: Class 25 contains 2712 members 
Mstep: Class 26 contains 5442 members 
Mstep: Class 27 contains 68297 members 
Mstep: Class 28 contains 1828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212416.000000 Penalty: 62073.812500
Iteration 69Q: 29 clusters Score -1.022124e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20122 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 91108 members 
Mstep: Class 5 contains 42057 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 82598 members 
Mstep: Class 9 contains 94734 members 
Mstep: Class 10 contains 17246 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 17598 members 
Mstep: Class 13 contains 50576 members 
Mstep: Class 14 contains 15182 members 
Mstep: Class 15 contains 13724 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 13790 members 
Mstep: Class 18 contains 1626 members 
Mstep: Class 19 contains 95700 members 
Mstep: Class 20 contains 3165 members 
Mstep: Class 21 contains 4513 members 
Mstep: Class 22 contains 93470 members 
Mstep: Class 23 contains 93783 members 
Mstep: Class 24 contains 2536 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 5494 members 
Mstep: Class 27 contains 68298 members 
Mstep: Class 28 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212568.000000 Penalty: 62073.812500
Iteration 70Q: 29 clusters Score -1.022126e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20090 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 91317 members 
Mstep: Class 5 contains 41639 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4087 members 
Mstep: Class 8 contains 83102 members 
Mstep: Class 9 contains 94617 members 
Mstep: Class 10 contains 17123 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 17559 members 
Mstep: Class 13 contains 50475 members 
Mstep: Class 14 contains 15282 members 
Mstep: Class 15 contains 13841 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 13787 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 95695 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 4504 members 
Mstep: Class 22 contains 93484 members 
Mstep: Class 23 contains 93538 members 
Mstep: Class 24 contains 2535 members 
Mstep: Class 25 contains 2779 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 68309 members 
Mstep: Class 28 contains 1834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212496.000000 Penalty: 62073.812500
Iteration 71Q: 29 clusters Score -1.022125e+08 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20048 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 91520 members 
Mstep: Class 5 contains 41250 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 4076 members 
Mstep: Class 8 contains 83597 members 
Mstep: Class 9 contains 94449 members 
Mstep: Class 10 contains 16983 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 17555 members 
Mstep: Class 13 contains 50367 members 
Mstep: Class 14 contains 15392 members 
Mstep: Class 15 contains 13973 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 13787 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 95686 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 4508 members 
Mstep: Class 22 contains 93497 members 
Mstep: Class 23 contains 93298 members 
Mstep: Class 24 contains 2532 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 68321 members 
Mstep: Class 28 contains 1832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212480.000000 Penalty: 62073.812500
Iteration 72Q: 29 clusters Score -1.022125e+08 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20019 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 91670 members 
Mstep: Class 5 contains 40897 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 4074 members 
Mstep: Class 8 contains 84115 members 
Mstep: Class 9 contains 94213 members 
Mstep: Class 10 contains 16847 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 17549 members 
Mstep: Class 13 contains 50240 members 
Mstep: Class 14 contains 15512 members 
Mstep: Class 15 contains 14089 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 13785 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 95685 members 
Mstep: Class 20 contains 3224 members 
Mstep: Class 21 contains 4506 members 
Mstep: Class 22 contains 93528 members 
Mstep: Class 23 contains 93129 members 
Mstep: Class 24 contains 2534 members 
Mstep: Class 25 contains 2839 members 
Mstep: Class 26 contains 5603 members 
Mstep: Class 27 contains 68329 members 
Mstep: Class 28 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212248.000000 Penalty: 62073.812500
Iteration 73Q: 29 clusters Score -1.022122e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19991 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 91785 members 
Mstep: Class 5 contains 40580 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 4066 members 
Mstep: Class 8 contains 84535 members 
Mstep: Class 9 contains 93966 members 
Mstep: Class 10 contains 16729 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 17567 members 
Mstep: Class 13 contains 50112 members 
Mstep: Class 14 contains 15612 members 
Mstep: Class 15 contains 14253 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 95693 members 
Mstep: Class 20 contains 3247 members 
Mstep: Class 21 contains 4517 members 
Mstep: Class 22 contains 93615 members 
Mstep: Class 23 contains 92937 members 
Mstep: Class 24 contains 2528 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 5633 members 
Mstep: Class 27 contains 68338 members 
Mstep: Class 28 contains 1831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211912.000000 Penalty: 62073.812500
Iteration 74Q: 29 clusters Score -1.022119e+08 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19964 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 91913 members 
Mstep: Class 5 contains 40285 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 4052 members 
Mstep: Class 8 contains 84927 members 
Mstep: Class 9 contains 93773 members 
Mstep: Class 10 contains 16612 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 17572 members 
Mstep: Class 13 contains 50000 members 
Mstep: Class 14 contains 15702 members 
Mstep: Class 15 contains 14412 members 
Mstep: Class 16 contains 1407 members 
Mstep: Class 17 contains 13754 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 95699 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 4552 members 
Mstep: Class 22 contains 93691 members 
Mstep: Class 23 contains 92729 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 2877 members 
Mstep: Class 26 contains 5658 members 
Mstep: Class 27 contains 68339 members 
Mstep: Class 28 contains 1831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211688.000000 Penalty: 62073.812500
Iteration 75Q: 29 clusters Score -1.022117e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19931 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 92003 members 
Mstep: Class 5 contains 39975 members 
Mstep: Class 6 contains 2214 members 
Mstep: Class 7 contains 4050 members 
Mstep: Class 8 contains 85348 members 
Mstep: Class 9 contains 93589 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 17565 members 
Mstep: Class 13 contains 49886 members 
Mstep: Class 14 contains 15794 members 
Mstep: Class 15 contains 14568 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 13743 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 95708 members 
Mstep: Class 20 contains 3299 members 
Mstep: Class 21 contains 4582 members 
Mstep: Class 22 contains 93791 members 
Mstep: Class 23 contains 92498 members 
Mstep: Class 24 contains 2515 members 
Mstep: Class 25 contains 2896 members 
Mstep: Class 26 contains 5668 members 
Mstep: Class 27 contains 68350 members 
Mstep: Class 28 contains 1831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211624.000000 Penalty: 62073.812500
Iteration 76Q: 29 clusters Score -1.022116e+08 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19918 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 92113 members 
Mstep: Class 5 contains 39673 members 
Mstep: Class 6 contains 2244 members 
Mstep: Class 7 contains 4040 members 
Mstep: Class 8 contains 85742 members 
Mstep: Class 9 contains 93422 members 
Mstep: Class 10 contains 16419 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 17548 members 
Mstep: Class 13 contains 49791 members 
Mstep: Class 14 contains 15861 members 
Mstep: Class 15 contains 14716 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 13753 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 95715 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 4589 members 
Mstep: Class 22 contains 93839 members 
Mstep: Class 23 contains 92306 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 2910 members 
Mstep: Class 26 contains 5680 members 
Mstep: Class 27 contains 68361 members 
Mstep: Class 28 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211912.000000 Penalty: 62073.812500
Iteration 77Q: 29 clusters Score -1.022119e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19917 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 92242 members 
Mstep: Class 5 contains 39386 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 4018 members 
Mstep: Class 8 contains 86048 members 
Mstep: Class 9 contains 93217 members 
Mstep: Class 10 contains 16331 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 17529 members 
Mstep: Class 13 contains 49703 members 
Mstep: Class 14 contains 15925 members 
Mstep: Class 15 contains 14862 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 1705 members 
Mstep: Class 19 contains 95711 members 
Mstep: Class 20 contains 3325 members 
Mstep: Class 21 contains 4615 members 
Mstep: Class 22 contains 93887 members 
Mstep: Class 23 contains 92171 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 2922 members 
Mstep: Class 26 contains 5708 members 
Mstep: Class 27 contains 68382 members 
Mstep: Class 28 contains 1835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211912.000000 Penalty: 62073.812500
Iteration 78Q: 29 clusters Score -1.022119e+08 nChanged 2872
Entering ConstructFrom: 
Score: -102211912.000000 Penalty: 62073.812500
Entering ConstructFrom: 
Trying to split cluster 1 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -57150.386719 Penalty: 1036.769897
	Iteration 0F: 2 clusters Score -57150.39 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 298 members 
Entering Unmasked Estep 
Score: -56093.632812 Penalty: 2073.539795
	Iteration 0F: 3 clusters Score -56093.63 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56367.554688 Penalty: 2073.539795
	Iteration 1F: 3 clusters Score -56367.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56651.589844 Penalty: 2073.539795
	Iteration 2F: 3 clusters Score -56651.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56907.453125 Penalty: 2073.539795
	Iteration 3F: 3 clusters Score -56907.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57026.089844 Penalty: 2073.539795
	Iteration 4F: 3 clusters Score -57026.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57068.523438 Penalty: 2073.539795
	Iteration 5Q: 3 clusters Score -57068.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57094.687500 Penalty: 2073.539795
	Iteration 6Q: 3 clusters Score -57094.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57113.246094 Penalty: 2073.539795
	Iteration 7Q: 3 clusters Score -57113.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57118.667969 Penalty: 2073.539795
	Iteration 8Q: 3 clusters Score -57118.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57125.937500 Penalty: 2073.539795
	Iteration 9Q: 3 clusters Score -57125.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57132.082031 Penalty: 2073.539795
	Iteration 10Q: 3 clusters Score -57132.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57136.230469 Penalty: 2073.539795
	Iteration 11Q: 3 clusters Score -57136.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57137.191406 Penalty: 2073.539795
	Iteration 12Q: 3 clusters Score -57137.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57143.468750 Penalty: 2073.539795
	Iteration 13Q: 3 clusters Score -57143.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57147.769531 Penalty: 2073.539795
	Iteration 14Q: 3 clusters Score -57147.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57148.097656 Penalty: 2073.539795
	Iteration 15Q: 3 clusters Score -57148.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57148.097656 Penalty: 2073.539795
	Iteration 16F: 3 clusters Score -57148.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Entering Unmasked Estep 
Score: -2477791.250000 Penalty: 1608.575562
	Iteration 0F: 2 clusters Score -2477791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2464254.000000 Penalty: 3217.151123
	Iteration 0F: 3 clusters Score -2464254 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2469229.250000 Penalty: 3217.151123
	Iteration 1F: 3 clusters Score -2469229 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2469550.500000 Penalty: 3217.151123
	Iteration 2Q: 3 clusters Score -2469550 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2469873.000000 Penalty: 3217.151123
	Iteration 3Q: 3 clusters Score -2469873 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2470227.000000 Penalty: 3217.151123
	Iteration 4Q: 3 clusters Score -2470227 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2470683.500000 Penalty: 3217.151123
	Iteration 5Q: 3 clusters Score -2470684 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2471295.750000 Penalty: 3217.151123
	Iteration 6Q: 3 clusters Score -2471296 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2472089.000000 Penalty: 3217.151123
	Iteration 7Q: 3 clusters Score -2472089 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2472918.000000 Penalty: 3217.151123
	Iteration 8F: 3 clusters Score -2472918 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2473608.500000 Penalty: 3217.151123
	Iteration 9F: 3 clusters Score -2473608 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2474105.500000 Penalty: 3217.151123
	Iteration 10Q: 3 clusters Score -2474106 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2474455.000000 Penalty: 3217.151123
	Iteration 11Q: 3 clusters Score -2474455 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2474712.000000 Penalty: 3217.151123
	Iteration 12Q: 3 clusters Score -2474712 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2474886.000000 Penalty: 3217.151123
	Iteration 13Q: 3 clusters Score -2474886 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2475040.000000 Penalty: 3217.151123
	Iteration 14Q: 3 clusters Score -2475040 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2475175.750000 Penalty: 3217.151123
	Iteration 15Q: 3 clusters Score -2475176 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2475280.000000 Penalty: 3217.151123
	Iteration 16Q: 3 clusters Score -2475280 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2475370.250000 Penalty: 3217.151123
	Iteration 17Q: 3 clusters Score -2475370 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2475476.500000 Penalty: 3217.151123
	Iteration 18Q: 3 clusters Score -2475476 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2475578.500000 Penalty: 3217.151123
	Iteration 19Q: 3 clusters Score -2475578 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2475674.750000 Penalty: 3217.151123
	Iteration 20F: 3 clusters Score -2475675 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2475772.000000 Penalty: 3217.151123
	Iteration 21Q: 3 clusters Score -2475772 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2475845.000000 Penalty: 3217.151123
	Iteration 22Q: 3 clusters Score -2475845 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2475926.500000 Penalty: 3217.151123
	Iteration 23Q: 3 clusters Score -2475926 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2475989.750000 Penalty: 3217.151123
	Iteration 24Q: 3 clusters Score -2475990 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2476053.250000 Penalty: 3217.151123
	Iteration 25Q: 3 clusters Score -2476053 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2476092.000000 Penalty: 3217.151123
	Iteration 26Q: 3 clusters Score -2476092 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2476139.000000 Penalty: 3217.151123
	Iteration 27Q: 3 clusters Score -2476139 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2476183.250000 Penalty: 3217.151123
	Iteration 28Q: 3 clusters Score -2476183 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2476215.250000 Penalty: 3217.151123
	Iteration 29Q: 3 clusters Score -2476215 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2476243.500000 Penalty: 3217.151123
	Iteration 30Q: 3 clusters Score -2476244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2476270.250000 Penalty: 3217.151123
	Iteration 31Q: 3 clusters Score -2476270 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2476288.500000 Penalty: 3217.151123
	Iteration 32Q: 3 clusters Score -2476288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2476315.750000 Penalty: 3217.151123
	Iteration 33Q: 3 clusters Score -2476316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2476332.250000 Penalty: 3217.151123
	Iteration 34Q: 3 clusters Score -2476332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2476355.750000 Penalty: 3217.151123
	Iteration 35Q: 3 clusters Score -2476356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2476373.250000 Penalty: 3217.151123
	Iteration 36Q: 3 clusters Score -2476373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2476378.000000 Penalty: 3217.151123
	Iteration 37Q: 3 clusters Score -2476378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2476387.000000 Penalty: 3217.151123
	Iteration 38Q: 3 clusters Score -2476387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2476394.750000 Penalty: 3217.151123
	Iteration 39Q: 3 clusters Score -2476395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2476398.000000 Penalty: 3217.151123
	Iteration 40F: 3 clusters Score -2476398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2476403.250000 Penalty: 3217.151123
	Iteration 41Q: 3 clusters Score -2476403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2476411.500000 Penalty: 3217.151123
	Iteration 42Q: 3 clusters Score -2476412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2476416.750000 Penalty: 3217.151123
	Iteration 43Q: 3 clusters Score -2476417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2476425.250000 Penalty: 3217.151123
	Iteration 44Q: 3 clusters Score -2476425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2476430.750000 Penalty: 3217.151123
	Iteration 45Q: 3 clusters Score -2476431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2476441.750000 Penalty: 3217.151123
	Iteration 46Q: 3 clusters Score -2476442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2476456.000000 Penalty: 3217.151123
	Iteration 47Q: 3 clusters Score -2476456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2476460.000000 Penalty: 3217.151123
	Iteration 48Q: 3 clusters Score -2476460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2476467.500000 Penalty: 3217.151123
	Iteration 49Q: 3 clusters Score -2476468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2476470.500000 Penalty: 3217.151123
	Iteration 50Q: 3 clusters Score -2476470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2476473.750000 Penalty: 3217.151123
	Iteration 51Q: 3 clusters Score -2476474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2476473.250000 Penalty: 3217.151123
	Iteration 52Q: 3 clusters Score -2476473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2476478.500000 Penalty: 3217.151123
	Iteration 53Q: 3 clusters Score -2476478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2476480.000000 Penalty: 3217.151123
	Iteration 54Q: 3 clusters Score -2476480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2476482.750000 Penalty: 3217.151123
	Iteration 55Q: 3 clusters Score -2476483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2476486.250000 Penalty: 3217.151123
	Iteration 56Q: 3 clusters Score -2476486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2476486.750000 Penalty: 3217.151123
	Iteration 57Q: 3 clusters Score -2476487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2476484.500000 Penalty: 3217.151123
	Iteration 58Q: 3 clusters Score -2476484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2476485.500000 Penalty: 3217.151123
	Iteration 59Q: 3 clusters Score -2476486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2476489.250000 Penalty: 3217.151123
	Iteration 60F: 3 clusters Score -2476489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2476489.500000 Penalty: 3217.151123
	Iteration 61Q: 3 clusters Score -2476490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2476492.750000 Penalty: 3217.151123
	Iteration 62Q: 3 clusters Score -2476493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2476492.750000 Penalty: 3217.151123
	Iteration 63F: 3 clusters Score -2476493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -52394.585938 Penalty: 1046.912720
	Iteration 0F: 2 clusters Score -52394.59 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 305 members 
Entering Unmasked Estep 
Score: -51552.433594 Penalty: 2093.825439
	Iteration 0F: 3 clusters Score -51552.43 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52914.757812 Penalty: 2093.825439
	Iteration 1F: 3 clusters Score -52914.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53651.070312 Penalty: 2093.825439
	Iteration 2F: 3 clusters Score -53651.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54261.773438 Penalty: 2093.825439
	Iteration 3F: 3 clusters Score -54261.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54647.035156 Penalty: 2093.825439
	Iteration 4F: 3 clusters Score -54647.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54818.140625 Penalty: 2093.825439
	Iteration 5Q: 3 clusters Score -54818.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54890.472656 Penalty: 2093.825439
	Iteration 6Q: 3 clusters Score -54890.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54920.769531 Penalty: 2093.825439
	Iteration 7Q: 3 clusters Score -54920.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54927.183594 Penalty: 2093.825439
	Iteration 8Q: 3 clusters Score -54927.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54932.707031 Penalty: 2093.825439
	Iteration 9F: 3 clusters Score -54932.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54960.812500 Penalty: 2093.825439
	Iteration 10Q: 3 clusters Score -54960.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55008.492188 Penalty: 2093.825439
	Iteration 11Q: 3 clusters Score -55008.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55018.132812 Penalty: 2093.825439
	Iteration 12Q: 3 clusters Score -55018.13 nChanged 2
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: -55026.914062 Penalty: 2093.825439
	Iteration 13Q: 3 clusters Score -55026.91 nChanged 0
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: -55026.914062 Penalty: 2093.825439
	Iteration 14F: 3 clusters Score -55026.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19909 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 92338 members 
Mstep: Class 5 contains 39113 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 86356 members 
Mstep: Class 9 contains 93007 members 
Mstep: Class 10 contains 16238 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 17509 members 
Mstep: Class 13 contains 49623 members 
Mstep: Class 14 contains 15999 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 95713 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 93939 members 
Mstep: Class 23 contains 92006 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 68404 members 
Mstep: Class 28 contains 1839 members 
Mstep: Class 29 contains 296 members 
Entering Unmasked Estep 
Score: -102212832.000000 Penalty: 64290.734375
Splitting cluster 3 changes total score from -102211912.000000 to -102212832.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 4 (92338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Entering Unmasked Estep 
Score: -11373964.000000 Penalty: 1857.896851
	Iteration 0F: 2 clusters Score -1.137396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -11312951.000000 Penalty: 3715.793701
	Iteration 0F: 3 clusters Score -1.131295e+07 nChanged 44183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -11338725.000000 Penalty: 3715.793701
	Iteration 1F: 3 clusters Score -1.133872e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -11339474.000000 Penalty: 3715.793701
	Iteration 2Q: 3 clusters Score -1.133947e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -11340434.000000 Penalty: 3715.793701
	Iteration 3Q: 3 clusters Score -1.134043e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -11341508.000000 Penalty: 3715.793701
	Iteration 4Q: 3 clusters Score -1.134151e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -11343095.000000 Penalty: 3715.793701
	Iteration 5Q: 3 clusters Score -1.13431e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -11345328.000000 Penalty: 3715.793701
	Iteration 6Q: 3 clusters Score -1.134533e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -11348626.000000 Penalty: 3715.793701
	Iteration 7F: 3 clusters Score -1.134863e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -11352481.000000 Penalty: 3715.793701
	Iteration 8F: 3 clusters Score -1.135248e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -11356088.000000 Penalty: 3715.793701
	Iteration 9F: 3 clusters Score -1.135609e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -11359051.000000 Penalty: 3715.793701
	Iteration 10F: 3 clusters Score -1.135905e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -11361072.000000 Penalty: 3715.793701
	Iteration 11Q: 3 clusters Score -1.136107e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -11362583.000000 Penalty: 3715.793701
	Iteration 12Q: 3 clusters Score -1.136258e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -11363849.000000 Penalty: 3715.793701
	Iteration 13Q: 3 clusters Score -1.136385e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -11365088.000000 Penalty: 3715.793701
	Iteration 14Q: 3 clusters Score -1.136509e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -11366617.000000 Penalty: 3715.793701
	Iteration 15Q: 3 clusters Score -1.136662e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -11367983.000000 Penalty: 3715.793701
	Iteration 16Q: 3 clusters Score -1.136798e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -11369155.000000 Penalty: 3715.793701
	Iteration 17Q: 3 clusters Score -1.136916e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -11369943.000000 Penalty: 3715.793701
	Iteration 18Q: 3 clusters Score -1.136994e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -11370709.000000 Penalty: 3715.793701
	Iteration 19Q: 3 clusters Score -1.137071e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -11371228.000000 Penalty: 3715.793701
	Iteration 20F: 3 clusters Score -1.137123e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -11371679.000000 Penalty: 3715.793701
	Iteration 21Q: 3 clusters Score -1.137168e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91196 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -11371960.000000 Penalty: 3715.793701
	Iteration 22Q: 3 clusters Score -1.137196e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11372100.000000 Penalty: 3715.793701
	Iteration 23Q: 3 clusters Score -1.13721e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91721 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11372238.000000 Penalty: 3715.793701
	Iteration 24Q: 3 clusters Score -1.137224e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11372288.000000 Penalty: 3715.793701
	Iteration 25Q: 3 clusters Score -1.137229e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11372347.000000 Penalty: 3715.793701
	Iteration 26Q: 3 clusters Score -1.137235e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11372356.000000 Penalty: 3715.793701
	Iteration 27Q: 3 clusters Score -1.137236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -11372383.000000 Penalty: 3715.793701
	Iteration 28Q: 3 clusters Score -1.137238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91991 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11372390.000000 Penalty: 3715.793701
	Iteration 29Q: 3 clusters Score -1.137239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11372403.000000 Penalty: 3715.793701
	Iteration 30Q: 3 clusters Score -1.13724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92013 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11372416.000000 Penalty: 3715.793701
	Iteration 31Q: 3 clusters Score -1.137242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11372420.000000 Penalty: 3715.793701
	Iteration 32Q: 3 clusters Score -1.137242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11372413.000000 Penalty: 3715.793701
	Iteration 33Q: 3 clusters Score -1.137241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -11372420.000000 Penalty: 3715.793701
	Iteration 34Q: 3 clusters Score -1.137242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -11372410.000000 Penalty: 3715.793701
	Iteration 35Q: 3 clusters Score -1.137241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92028 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -11372412.000000 Penalty: 3715.793701
	Iteration 36Q: 3 clusters Score -1.137241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92029 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -11372410.000000 Penalty: 3715.793701
	Iteration 37Q: 3 clusters Score -1.137241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92029 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -11372410.000000 Penalty: 3715.793701
	Iteration 38F: 3 clusters Score -1.137241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Entering Unmasked Estep 
Score: -4824890.500000 Penalty: 1718.309204
	Iteration 0F: 2 clusters Score -4824890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4798435.500000 Penalty: 3436.618408
	Iteration 0F: 3 clusters Score -4798436 nChanged 18325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4808941.000000 Penalty: 3436.618408
	Iteration 1F: 3 clusters Score -4808941 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4809536.000000 Penalty: 3436.618408
	Iteration 2Q: 3 clusters Score -4809536 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -4810245.500000 Penalty: 3436.618408
	Iteration 3Q: 3 clusters Score -4810246 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4811201.000000 Penalty: 3436.618408
	Iteration 4F: 3 clusters Score -4811201 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -4812526.500000 Penalty: 3436.618408
	Iteration 5F: 3 clusters Score -4812526 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4814247.000000 Penalty: 3436.618408
	Iteration 6F: 3 clusters Score -4814247 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -4816399.000000 Penalty: 3436.618408
	Iteration 7F: 3 clusters Score -4816399 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4818234.000000 Penalty: 3436.618408
	Iteration 8F: 3 clusters Score -4818234 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -4819256.000000 Penalty: 3436.618408
	Iteration 9Q: 3 clusters Score -4819256 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4819728.000000 Penalty: 3436.618408
	Iteration 10Q: 3 clusters Score -4819728 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -4819978.000000 Penalty: 3436.618408
	Iteration 11Q: 3 clusters Score -4819978 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4820171.000000 Penalty: 3436.618408
	Iteration 12Q: 3 clusters Score -4820171 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -4820310.000000 Penalty: 3436.618408
	Iteration 13Q: 3 clusters Score -4820310 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -4820435.500000 Penalty: 3436.618408
	Iteration 14Q: 3 clusters Score -4820436 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4820602.500000 Penalty: 3436.618408
	Iteration 15Q: 3 clusters Score -4820602 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -4820696.500000 Penalty: 3436.618408
	Iteration 16Q: 3 clusters Score -4820696 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -4820822.500000 Penalty: 3436.618408
	Iteration 17Q: 3 clusters Score -4820822 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4820878.500000 Penalty: 3436.618408
	Iteration 18Q: 3 clusters Score -4820878 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -4820951.500000 Penalty: 3436.618408
	Iteration 19Q: 3 clusters Score -4820952 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -4820999.000000 Penalty: 3436.618408
	Iteration 20F: 3 clusters Score -4820999 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -4821091.500000 Penalty: 3436.618408
	Iteration 21Q: 3 clusters Score -4821092 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4821182.000000 Penalty: 3436.618408
	Iteration 22Q: 3 clusters Score -4821182 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -4821240.500000 Penalty: 3436.618408
	Iteration 23Q: 3 clusters Score -4821240 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4821289.500000 Penalty: 3436.618408
	Iteration 24Q: 3 clusters Score -4821290 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4821343.500000 Penalty: 3436.618408
	Iteration 25Q: 3 clusters Score -4821344 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -4821430.500000 Penalty: 3436.618408
	Iteration 26Q: 3 clusters Score -4821430 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -4821485.000000 Penalty: 3436.618408
	Iteration 27Q: 3 clusters Score -4821485 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4821549.500000 Penalty: 3436.618408
	Iteration 28Q: 3 clusters Score -4821550 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4821615.500000 Penalty: 3436.618408
	Iteration 29Q: 3 clusters Score -4821616 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4821675.500000 Penalty: 3436.618408
	Iteration 30Q: 3 clusters Score -4821676 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -4821735.000000 Penalty: 3436.618408
	Iteration 31Q: 3 clusters Score -4821735 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -4821831.500000 Penalty: 3436.618408
	Iteration 32Q: 3 clusters Score -4821832 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4821890.000000 Penalty: 3436.618408
	Iteration 33Q: 3 clusters Score -4821890 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -4822000.500000 Penalty: 3436.618408
	Iteration 34Q: 3 clusters Score -4822000 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -4822108.000000 Penalty: 3436.618408
	Iteration 35Q: 3 clusters Score -4822108 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -4822225.000000 Penalty: 3436.618408
	Iteration 36Q: 3 clusters Score -4822225 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -4822355.500000 Penalty: 3436.618408
	Iteration 37Q: 3 clusters Score -4822356 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4822490.000000 Penalty: 3436.618408
	Iteration 38Q: 3 clusters Score -4822490 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -4822594.500000 Penalty: 3436.618408
	Iteration 39Q: 3 clusters Score -4822594 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -4822690.000000 Penalty: 3436.618408
	Iteration 40F: 3 clusters Score -4822690 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4822793.500000 Penalty: 3436.618408
	Iteration 41Q: 3 clusters Score -4822794 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -4822890.000000 Penalty: 3436.618408
	Iteration 42Q: 3 clusters Score -4822890 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4822950.000000 Penalty: 3436.618408
	Iteration 43Q: 3 clusters Score -4822950 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -4823010.500000 Penalty: 3436.618408
	Iteration 44Q: 3 clusters Score -4823010 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4823073.000000 Penalty: 3436.618408
	Iteration 45Q: 3 clusters Score -4823073 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -4823123.000000 Penalty: 3436.618408
	Iteration 46Q: 3 clusters Score -4823123 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -4823196.500000 Penalty: 3436.618408
	Iteration 47Q: 3 clusters Score -4823196 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -4823240.000000 Penalty: 3436.618408
	Iteration 48Q: 3 clusters Score -4823240 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -4823281.000000 Penalty: 3436.618408
	Iteration 49Q: 3 clusters Score -4823281 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -4823339.000000 Penalty: 3436.618408
	Iteration 50Q: 3 clusters Score -4823339 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -4823390.500000 Penalty: 3436.618408
	Iteration 51Q: 3 clusters Score -4823390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -4823428.500000 Penalty: 3436.618408
	Iteration 52Q: 3 clusters Score -4823428 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4823469.500000 Penalty: 3436.618408
	Iteration 53Q: 3 clusters Score -4823470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -4823518.000000 Penalty: 3436.618408
	Iteration 54Q: 3 clusters Score -4823518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -4823526.500000 Penalty: 3436.618408
	Iteration 55Q: 3 clusters Score -4823526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4823544.500000 Penalty: 3436.618408
	Iteration 56Q: 3 clusters Score -4823544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4823567.500000 Penalty: 3436.618408
	Iteration 57Q: 3 clusters Score -4823568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -4823583.000000 Penalty: 3436.618408
	Iteration 58Q: 3 clusters Score -4823583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4823579.500000 Penalty: 3436.618408
	Iteration 59Q: 3 clusters Score -4823580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -4823585.500000 Penalty: 3436.618408
	Iteration 60F: 3 clusters Score -4823586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -4823587.500000 Penalty: 3436.618408
	Iteration 61Q: 3 clusters Score -4823588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -4823591.500000 Penalty: 3436.618408
	Iteration 62Q: 3 clusters Score -4823592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -4823590.500000 Penalty: 3436.618408
	Iteration 63Q: 3 clusters Score -4823590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -4823592.000000 Penalty: 3436.618408
	Iteration 64Q: 3 clusters Score -4823592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -4823592.000000 Penalty: 3436.618408
	Iteration 65Q: 3 clusters Score -4823592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -4823593.000000 Penalty: 3436.618408
	Iteration 66Q: 3 clusters Score -4823593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -4823594.000000 Penalty: 3436.618408
	Iteration 67Q: 3 clusters Score -4823594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -4823594.000000 Penalty: 3436.618408
	Iteration 68Q: 3 clusters Score -4823594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -4823594.000000 Penalty: 3436.618408
	Iteration 69Q: 3 clusters Score -4823594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -4823596.000000 Penalty: 3436.618408
	Iteration 70Q: 3 clusters Score -4823596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -4823596.500000 Penalty: 3436.618408
	Iteration 71Q: 3 clusters Score -4823596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -4823596.500000 Penalty: 3436.618408
	Iteration 72F: 3 clusters Score -4823596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -256310.015625 Penalty: 1255.867554
	Iteration 0F: 2 clusters Score -256310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254131.312500 Penalty: 2511.735107
	Iteration 0F: 3 clusters Score -254131.3 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -254767.546875 Penalty: 2511.735107
	Iteration 1F: 3 clusters Score -254767.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -255039.265625 Penalty: 2511.735107
	Iteration 2F: 3 clusters Score -255039.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -255245.890625 Penalty: 2511.735107
	Iteration 3F: 3 clusters Score -255245.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -255455.687500 Penalty: 2511.735107
	Iteration 4F: 3 clusters Score -255455.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -255710.109375 Penalty: 2511.735107
	Iteration 5F: 3 clusters Score -255710.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -255991.531250 Penalty: 2511.735107
	Iteration 6F: 3 clusters Score -255991.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -256201.312500 Penalty: 2511.735107
	Iteration 7F: 3 clusters Score -256201.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -256337.156250 Penalty: 2511.735107
	Iteration 8Q: 3 clusters Score -256337.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -256412.625000 Penalty: 2511.735107
	Iteration 9Q: 3 clusters Score -256412.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -256436.609375 Penalty: 2511.735107
	Iteration 10Q: 3 clusters Score -256436.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -256444.062500 Penalty: 2511.735107
	Iteration 11Q: 3 clusters Score -256444.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -256450.453125 Penalty: 2511.735107
	Iteration 12Q: 3 clusters Score -256450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -256451.656250 Penalty: 2511.735107
	Iteration 13Q: 3 clusters Score -256451.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -256452.781250 Penalty: 2511.735107
	Iteration 14Q: 3 clusters Score -256452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -256453.484375 Penalty: 2511.735107
	Iteration 15Q: 3 clusters Score -256453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -256453.484375 Penalty: 2511.735107
	Iteration 16F: 3 clusters Score -256453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19909 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 92338 members 
Mstep: Class 5 contains 39113 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 86356 members 
Mstep: Class 9 contains 93007 members 
Mstep: Class 10 contains 16238 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 17509 members 
Mstep: Class 13 contains 49623 members 
Mstep: Class 14 contains 15999 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 95713 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 93939 members 
Mstep: Class 23 contains 92006 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 68404 members 
Mstep: Class 28 contains 1839 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 375 members 
Entering Unmasked Estep 
Score: -102212128.000000 Penalty: 66507.656250
Splitting cluster 6 changes total score from -102211912.000000 to -102212128.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 7 (3995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Entering Unmasked Estep 
Score: -466470.750000 Penalty: 1347.579834
	Iteration 0F: 2 clusters Score -466470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -463122.437500 Penalty: 2695.159668
	Iteration 0F: 3 clusters Score -463122.4 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -464055.406250 Penalty: 2695.159668
	Iteration 1F: 3 clusters Score -464055.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -464243.125000 Penalty: 2695.159668
	Iteration 2F: 3 clusters Score -464243.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -464430.750000 Penalty: 2695.159668
	Iteration 3F: 3 clusters Score -464430.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -464622.281250 Penalty: 2695.159668
	Iteration 4F: 3 clusters Score -464622.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -464782.062500 Penalty: 2695.159668
	Iteration 5F: 3 clusters Score -464782.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -464932.250000 Penalty: 2695.159668
	Iteration 6F: 3 clusters Score -464932.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -465048.468750 Penalty: 2695.159668
	Iteration 7Q: 3 clusters Score -465048.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -465151.906250 Penalty: 2695.159668
	Iteration 8Q: 3 clusters Score -465151.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -465260.468750 Penalty: 2695.159668
	Iteration 9Q: 3 clusters Score -465260.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -465326.593750 Penalty: 2695.159668
	Iteration 10Q: 3 clusters Score -465326.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -465373.656250 Penalty: 2695.159668
	Iteration 11Q: 3 clusters Score -465373.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -465412.250000 Penalty: 2695.159668
	Iteration 12Q: 3 clusters Score -465412.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -465437.843750 Penalty: 2695.159668
	Iteration 13Q: 3 clusters Score -465437.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -465455.593750 Penalty: 2695.159668
	Iteration 14Q: 3 clusters Score -465455.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -465471.250000 Penalty: 2695.159668
	Iteration 15Q: 3 clusters Score -465471.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -465481.500000 Penalty: 2695.159668
	Iteration 16Q: 3 clusters Score -465481.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -465486.687500 Penalty: 2695.159668
	Iteration 17Q: 3 clusters Score -465486.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -465492.562500 Penalty: 2695.159668
	Iteration 18Q: 3 clusters Score -465492.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -465493.750000 Penalty: 2695.159668
	Iteration 19Q: 3 clusters Score -465493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -465494.437500 Penalty: 2695.159668
	Iteration 20F: 3 clusters Score -465494.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (86356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Entering Unmasked Estep 
Score: -10763212.000000 Penalty: 1847.012939
	Iteration 0F: 2 clusters Score -1.076321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -10706576.000000 Penalty: 3694.025879
	Iteration 0F: 3 clusters Score -1.070658e+07 nChanged 41202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -10730571.000000 Penalty: 3694.025879
	Iteration 1F: 3 clusters Score -1.073057e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -10731227.000000 Penalty: 3694.025879
	Iteration 2Q: 3 clusters Score -1.073123e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -10732196.000000 Penalty: 3694.025879
	Iteration 3Q: 3 clusters Score -1.07322e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -10733594.000000 Penalty: 3694.025879
	Iteration 4Q: 3 clusters Score -1.073359e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -10735815.000000 Penalty: 3694.025879
	Iteration 5Q: 3 clusters Score -1.073582e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -10739554.000000 Penalty: 3694.025879
	Iteration 6F: 3 clusters Score -1.073955e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -10744660.000000 Penalty: 3694.025879
	Iteration 7F: 3 clusters Score -1.074466e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -10749694.000000 Penalty: 3694.025879
	Iteration 8F: 3 clusters Score -1.074969e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -10752323.000000 Penalty: 3694.025879
	Iteration 9F: 3 clusters Score -1.075232e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -10753543.000000 Penalty: 3694.025879
	Iteration 10Q: 3 clusters Score -1.075354e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -10754261.000000 Penalty: 3694.025879
	Iteration 11Q: 3 clusters Score -1.075426e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -10754917.000000 Penalty: 3694.025879
	Iteration 12Q: 3 clusters Score -1.075492e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -10755512.000000 Penalty: 3694.025879
	Iteration 13Q: 3 clusters Score -1.075551e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -10756074.000000 Penalty: 3694.025879
	Iteration 14Q: 3 clusters Score -1.075607e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -10756636.000000 Penalty: 3694.025879
	Iteration 15Q: 3 clusters Score -1.075664e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -10757192.000000 Penalty: 3694.025879
	Iteration 16Q: 3 clusters Score -1.075719e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -10757837.000000 Penalty: 3694.025879
	Iteration 17Q: 3 clusters Score -1.075784e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -10758371.000000 Penalty: 3694.025879
	Iteration 18Q: 3 clusters Score -1.075837e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -10758865.000000 Penalty: 3694.025879
	Iteration 19Q: 3 clusters Score -1.075886e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -10759241.000000 Penalty: 3694.025879
	Iteration 20F: 3 clusters Score -1.075924e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -10759566.000000 Penalty: 3694.025879
	Iteration 21Q: 3 clusters Score -1.075957e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -10759748.000000 Penalty: 3694.025879
	Iteration 22Q: 3 clusters Score -1.075975e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -10759932.000000 Penalty: 3694.025879
	Iteration 23Q: 3 clusters Score -1.075993e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -10760074.000000 Penalty: 3694.025879
	Iteration 24Q: 3 clusters Score -1.076007e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -10760226.000000 Penalty: 3694.025879
	Iteration 25Q: 3 clusters Score -1.076023e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70907 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -10760361.000000 Penalty: 3694.025879
	Iteration 26Q: 3 clusters Score -1.076036e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -10760485.000000 Penalty: 3694.025879
	Iteration 27Q: 3 clusters Score -1.076048e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -10760575.000000 Penalty: 3694.025879
	Iteration 28Q: 3 clusters Score -1.076058e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -10760681.000000 Penalty: 3694.025879
	Iteration 29Q: 3 clusters Score -1.076068e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -10760739.000000 Penalty: 3694.025879
	Iteration 30Q: 3 clusters Score -1.076074e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -10760793.000000 Penalty: 3694.025879
	Iteration 31Q: 3 clusters Score -1.076079e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -10760840.000000 Penalty: 3694.025879
	Iteration 32Q: 3 clusters Score -1.076084e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -10760877.000000 Penalty: 3694.025879
	Iteration 33Q: 3 clusters Score -1.076088e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -10760927.000000 Penalty: 3694.025879
	Iteration 34Q: 3 clusters Score -1.076093e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -10760981.000000 Penalty: 3694.025879
	Iteration 35Q: 3 clusters Score -1.076098e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -10761022.000000 Penalty: 3694.025879
	Iteration 36Q: 3 clusters Score -1.076102e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -10761068.000000 Penalty: 3694.025879
	Iteration 37Q: 3 clusters Score -1.076107e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -10761116.000000 Penalty: 3694.025879
	Iteration 38Q: 3 clusters Score -1.076112e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -10761159.000000 Penalty: 3694.025879
	Iteration 39Q: 3 clusters Score -1.076116e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -10761180.000000 Penalty: 3694.025879
	Iteration 40F: 3 clusters Score -1.076118e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -10761236.000000 Penalty: 3694.025879
	Iteration 41Q: 3 clusters Score -1.076124e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -10761221.000000 Penalty: 3694.025879
	Iteration 42Q: 3 clusters Score -1.076122e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -10761224.000000 Penalty: 3694.025879
	Iteration 43Q: 3 clusters Score -1.076122e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -10761274.000000 Penalty: 3694.025879
	Iteration 44Q: 3 clusters Score -1.076127e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -10761338.000000 Penalty: 3694.025879
	Iteration 45Q: 3 clusters Score -1.076134e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -10761366.000000 Penalty: 3694.025879
	Iteration 46Q: 3 clusters Score -1.076137e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -10761390.000000 Penalty: 3694.025879
	Iteration 47Q: 3 clusters Score -1.076139e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -10761381.000000 Penalty: 3694.025879
	Iteration 48Q: 3 clusters Score -1.076138e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -10761405.000000 Penalty: 3694.025879
	Iteration 49Q: 3 clusters Score -1.07614e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -10761424.000000 Penalty: 3694.025879
	Iteration 50Q: 3 clusters Score -1.076142e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -10761486.000000 Penalty: 3694.025879
	Iteration 51Q: 3 clusters Score -1.076149e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -10761472.000000 Penalty: 3694.025879
	Iteration 52Q: 3 clusters Score -1.076147e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -10761460.000000 Penalty: 3694.025879
	Iteration 53Q: 3 clusters Score -1.076146e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -10761484.000000 Penalty: 3694.025879
	Iteration 54Q: 3 clusters Score -1.076148e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77436 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -10761494.000000 Penalty: 3694.025879
	Iteration 55Q: 3 clusters Score -1.076149e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -10761515.000000 Penalty: 3694.025879
	Iteration 56Q: 3 clusters Score -1.076152e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -10761551.000000 Penalty: 3694.025879
	Iteration 57Q: 3 clusters Score -1.076155e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -10761579.000000 Penalty: 3694.025879
	Iteration 58Q: 3 clusters Score -1.076158e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78183 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -10761604.000000 Penalty: 3694.025879
	Iteration 59Q: 3 clusters Score -1.07616e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78356 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -10761635.000000 Penalty: 3694.025879
	Iteration 60F: 3 clusters Score -1.076164e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -10761642.000000 Penalty: 3694.025879
	Iteration 61Q: 3 clusters Score -1.076164e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -10761654.000000 Penalty: 3694.025879
	Iteration 62Q: 3 clusters Score -1.076165e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78979 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -10761664.000000 Penalty: 3694.025879
	Iteration 63Q: 3 clusters Score -1.076166e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79193 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -10761710.000000 Penalty: 3694.025879
	Iteration 64Q: 3 clusters Score -1.076171e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -10761694.000000 Penalty: 3694.025879
	Iteration 65Q: 3 clusters Score -1.076169e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -10761752.000000 Penalty: 3694.025879
	Iteration 66Q: 3 clusters Score -1.076175e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -10761798.000000 Penalty: 3694.025879
	Iteration 67Q: 3 clusters Score -1.07618e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -10761848.000000 Penalty: 3694.025879
	Iteration 68Q: 3 clusters Score -1.076185e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80379 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -10761866.000000 Penalty: 3694.025879
	Iteration 69Q: 3 clusters Score -1.076187e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -10761899.000000 Penalty: 3694.025879
	Iteration 70Q: 3 clusters Score -1.07619e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -10761875.000000 Penalty: 3694.025879
	Iteration 71Q: 3 clusters Score -1.076188e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81084 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -10761898.000000 Penalty: 3694.025879
	Iteration 72Q: 3 clusters Score -1.07619e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81322 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -10761905.000000 Penalty: 3694.025879
	Iteration 73Q: 3 clusters Score -1.07619e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -10761917.000000 Penalty: 3694.025879
	Iteration 74Q: 3 clusters Score -1.076192e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81769 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -10761899.000000 Penalty: 3694.025879
	Iteration 75Q: 3 clusters Score -1.07619e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81967 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -10761859.000000 Penalty: 3694.025879
	Iteration 76Q: 3 clusters Score -1.076186e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -10761855.000000 Penalty: 3694.025879
	Iteration 77Q: 3 clusters Score -1.076186e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -10761832.000000 Penalty: 3694.025879
	Iteration 78Q: 3 clusters Score -1.076183e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -10761804.000000 Penalty: 3694.025879
	Iteration 79Q: 3 clusters Score -1.07618e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -10761809.000000 Penalty: 3694.025879
	Iteration 80F: 3 clusters Score -1.076181e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -10761830.000000 Penalty: 3694.025879
	Iteration 81Q: 3 clusters Score -1.076183e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82966 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -10761820.000000 Penalty: 3694.025879
	Iteration 82Q: 3 clusters Score -1.076182e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -10761844.000000 Penalty: 3694.025879
	Iteration 83Q: 3 clusters Score -1.076184e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -10761846.000000 Penalty: 3694.025879
	Iteration 84Q: 3 clusters Score -1.076185e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -10761846.000000 Penalty: 3694.025879
	Iteration 85Q: 3 clusters Score -1.076185e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -10761819.000000 Penalty: 3694.025879
	Iteration 86Q: 3 clusters Score -1.076182e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -10761841.000000 Penalty: 3694.025879
	Iteration 87Q: 3 clusters Score -1.076184e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83682 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -10761865.000000 Penalty: 3694.025879
	Iteration 88Q: 3 clusters Score -1.076186e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -10761851.000000 Penalty: 3694.025879
	Iteration 89Q: 3 clusters Score -1.076185e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83906 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -10761880.000000 Penalty: 3694.025879
	Iteration 90Q: 3 clusters Score -1.076188e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -10761878.000000 Penalty: 3694.025879
	Iteration 91Q: 3 clusters Score -1.076188e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -10761872.000000 Penalty: 3694.025879
	Iteration 92Q: 3 clusters Score -1.076187e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -10761899.000000 Penalty: 3694.025879
	Iteration 93Q: 3 clusters Score -1.07619e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -10761919.000000 Penalty: 3694.025879
	Iteration 94Q: 3 clusters Score -1.076192e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -10761938.000000 Penalty: 3694.025879
	Iteration 95Q: 3 clusters Score -1.076194e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10761943.000000 Penalty: 3694.025879
	Iteration 96Q: 3 clusters Score -1.076194e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84707 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -10761935.000000 Penalty: 3694.025879
	Iteration 97Q: 3 clusters Score -1.076194e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10761925.000000 Penalty: 3694.025879
	Iteration 98Q: 3 clusters Score -1.076192e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -10761922.000000 Penalty: 3694.025879
	Iteration 99Q: 3 clusters Score -1.076192e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -10761934.000000 Penalty: 3694.025879
	Iteration 100F: 3 clusters Score -1.076193e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10761945.000000 Penalty: 3694.025879
	Iteration 101Q: 3 clusters Score -1.076194e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -10761932.000000 Penalty: 3694.025879
	Iteration 102Q: 3 clusters Score -1.076193e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10761934.000000 Penalty: 3694.025879
	Iteration 103Q: 3 clusters Score -1.076193e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10761916.000000 Penalty: 3694.025879
	Iteration 104Q: 3 clusters Score -1.076192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10761926.000000 Penalty: 3694.025879
	Iteration 105Q: 3 clusters Score -1.076193e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10761922.000000 Penalty: 3694.025879
	Iteration 106Q: 3 clusters Score -1.076192e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -10761917.000000 Penalty: 3694.025879
	Iteration 107Q: 3 clusters Score -1.076192e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10761906.000000 Penalty: 3694.025879
	Iteration 108Q: 3 clusters Score -1.076191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10761913.000000 Penalty: 3694.025879
	Iteration 109Q: 3 clusters Score -1.076191e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85316 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -10761921.000000 Penalty: 3694.025879
	Iteration 110Q: 3 clusters Score -1.076192e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10761923.000000 Penalty: 3694.025879
	Iteration 111Q: 3 clusters Score -1.076192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10761923.000000 Penalty: 3694.025879
	Iteration 112Q: 3 clusters Score -1.076192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10761931.000000 Penalty: 3694.025879
	Iteration 113Q: 3 clusters Score -1.076193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -10761916.000000 Penalty: 3694.025879
	Iteration 114Q: 3 clusters Score -1.076192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10761915.000000 Penalty: 3694.025879
	Iteration 115Q: 3 clusters Score -1.076192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10761902.000000 Penalty: 3694.025879
	Iteration 116Q: 3 clusters Score -1.07619e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10761900.000000 Penalty: 3694.025879
	Iteration 117Q: 3 clusters Score -1.07619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10761903.000000 Penalty: 3694.025879
	Iteration 118Q: 3 clusters Score -1.07619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -10761914.000000 Penalty: 3694.025879
	Iteration 119Q: 3 clusters Score -1.076191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85511 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10761928.000000 Penalty: 3694.025879
	Iteration 120F: 3 clusters Score -1.076193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85524 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10761932.000000 Penalty: 3694.025879
	Iteration 121Q: 3 clusters Score -1.076193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10761935.000000 Penalty: 3694.025879
	Iteration 122Q: 3 clusters Score -1.076194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10761939.000000 Penalty: 3694.025879
	Iteration 123Q: 3 clusters Score -1.076194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10761941.000000 Penalty: 3694.025879
	Iteration 124Q: 3 clusters Score -1.076194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10761948.000000 Penalty: 3694.025879
	Iteration 125Q: 3 clusters Score -1.076195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85563 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10761945.000000 Penalty: 3694.025879
	Iteration 126Q: 3 clusters Score -1.076194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10761939.000000 Penalty: 3694.025879
	Iteration 127Q: 3 clusters Score -1.076194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10761944.000000 Penalty: 3694.025879
	Iteration 128Q: 3 clusters Score -1.076194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10761945.000000 Penalty: 3694.025879
	Iteration 129Q: 3 clusters Score -1.076194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10761938.000000 Penalty: 3694.025879
	Iteration 130Q: 3 clusters Score -1.076194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10761940.000000 Penalty: 3694.025879
	Iteration 131Q: 3 clusters Score -1.076194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10761926.000000 Penalty: 3694.025879
	Iteration 132Q: 3 clusters Score -1.076193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10761930.000000 Penalty: 3694.025879
	Iteration 133Q: 3 clusters Score -1.076193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10761941.000000 Penalty: 3694.025879
	Iteration 134Q: 3 clusters Score -1.076194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10761948.000000 Penalty: 3694.025879
	Iteration 135Q: 3 clusters Score -1.076195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10761943.000000 Penalty: 3694.025879
	Iteration 136Q: 3 clusters Score -1.076194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10761945.000000 Penalty: 3694.025879
	Iteration 137Q: 3 clusters Score -1.076194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85620 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10761962.000000 Penalty: 3694.025879
	Iteration 138Q: 3 clusters Score -1.076196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10761958.000000 Penalty: 3694.025879
	Iteration 139Q: 3 clusters Score -1.076196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10761961.000000 Penalty: 3694.025879
	Iteration 140F: 3 clusters Score -1.076196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10761953.000000 Penalty: 3694.025879
	Iteration 141Q: 3 clusters Score -1.076195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10761953.000000 Penalty: 3694.025879
	Iteration 142F: 3 clusters Score -1.076195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Entering Unmasked Estep 
Score: -11564962.000000 Penalty: 1859.069824
	Iteration 0F: 2 clusters Score -1.156496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -11506036.000000 Penalty: 3718.139648
	Iteration 0F: 3 clusters Score -1.150604e+07 nChanged 44348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -11532337.000000 Penalty: 3718.139648
	Iteration 1F: 3 clusters Score -1.153234e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -11533322.000000 Penalty: 3718.139648
	Iteration 2Q: 3 clusters Score -1.153332e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -11534340.000000 Penalty: 3718.139648
	Iteration 3Q: 3 clusters Score -1.153434e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -11536001.000000 Penalty: 3718.139648
	Iteration 4Q: 3 clusters Score -1.1536e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -11538446.000000 Penalty: 3718.139648
	Iteration 5Q: 3 clusters Score -1.153845e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -11542518.000000 Penalty: 3718.139648
	Iteration 6F: 3 clusters Score -1.154252e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -11548093.000000 Penalty: 3718.139648
	Iteration 7F: 3 clusters Score -1.154809e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -11552469.000000 Penalty: 3718.139648
	Iteration 8F: 3 clusters Score -1.155247e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -11554260.000000 Penalty: 3718.139648
	Iteration 9Q: 3 clusters Score -1.155426e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -11554976.000000 Penalty: 3718.139648
	Iteration 10Q: 3 clusters Score -1.155498e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -11555265.000000 Penalty: 3718.139648
	Iteration 11Q: 3 clusters Score -1.155526e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -11555557.000000 Penalty: 3718.139648
	Iteration 12Q: 3 clusters Score -1.155556e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -11555806.000000 Penalty: 3718.139648
	Iteration 13Q: 3 clusters Score -1.155581e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -11556117.000000 Penalty: 3718.139648
	Iteration 14Q: 3 clusters Score -1.155612e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -11556289.000000 Penalty: 3718.139648
	Iteration 15Q: 3 clusters Score -1.155629e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -11556526.000000 Penalty: 3718.139648
	Iteration 16Q: 3 clusters Score -1.155653e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -11556825.000000 Penalty: 3718.139648
	Iteration 17Q: 3 clusters Score -1.155682e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -11557108.000000 Penalty: 3718.139648
	Iteration 18Q: 3 clusters Score -1.155711e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -11557301.000000 Penalty: 3718.139648
	Iteration 19Q: 3 clusters Score -1.15573e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -11557572.000000 Penalty: 3718.139648
	Iteration 20F: 3 clusters Score -1.155757e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -11557800.000000 Penalty: 3718.139648
	Iteration 21Q: 3 clusters Score -1.15578e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -11558070.000000 Penalty: 3718.139648
	Iteration 22Q: 3 clusters Score -1.155807e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -11558277.000000 Penalty: 3718.139648
	Iteration 23Q: 3 clusters Score -1.155828e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -11558549.000000 Penalty: 3718.139648
	Iteration 24Q: 3 clusters Score -1.155855e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -11558693.000000 Penalty: 3718.139648
	Iteration 25Q: 3 clusters Score -1.155869e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -11558913.000000 Penalty: 3718.139648
	Iteration 26Q: 3 clusters Score -1.155891e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -11559013.000000 Penalty: 3718.139648
	Iteration 27Q: 3 clusters Score -1.155901e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -11559115.000000 Penalty: 3718.139648
	Iteration 28Q: 3 clusters Score -1.155912e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -11559216.000000 Penalty: 3718.139648
	Iteration 29Q: 3 clusters Score -1.155922e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -11559339.000000 Penalty: 3718.139648
	Iteration 30Q: 3 clusters Score -1.155934e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -11559384.000000 Penalty: 3718.139648
	Iteration 31Q: 3 clusters Score -1.155938e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -11559424.000000 Penalty: 3718.139648
	Iteration 32Q: 3 clusters Score -1.155942e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -11559435.000000 Penalty: 3718.139648
	Iteration 33Q: 3 clusters Score -1.155944e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -11559506.000000 Penalty: 3718.139648
	Iteration 34Q: 3 clusters Score -1.155951e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -11559558.000000 Penalty: 3718.139648
	Iteration 35Q: 3 clusters Score -1.155956e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -11559572.000000 Penalty: 3718.139648
	Iteration 36Q: 3 clusters Score -1.155957e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -11559636.000000 Penalty: 3718.139648
	Iteration 37Q: 3 clusters Score -1.155964e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -11559664.000000 Penalty: 3718.139648
	Iteration 38Q: 3 clusters Score -1.155966e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -11559702.000000 Penalty: 3718.139648
	Iteration 39Q: 3 clusters Score -1.15597e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -11559738.000000 Penalty: 3718.139648
	Iteration 40F: 3 clusters Score -1.155974e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -11559763.000000 Penalty: 3718.139648
	Iteration 41Q: 3 clusters Score -1.155976e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -11559804.000000 Penalty: 3718.139648
	Iteration 42Q: 3 clusters Score -1.15598e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -11559845.000000 Penalty: 3718.139648
	Iteration 43Q: 3 clusters Score -1.155984e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -11559886.000000 Penalty: 3718.139648
	Iteration 44Q: 3 clusters Score -1.155989e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -11559985.000000 Penalty: 3718.139648
	Iteration 45Q: 3 clusters Score -1.155998e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -11560019.000000 Penalty: 3718.139648
	Iteration 46Q: 3 clusters Score -1.156002e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -11560060.000000 Penalty: 3718.139648
	Iteration 47Q: 3 clusters Score -1.156006e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -11560140.000000 Penalty: 3718.139648
	Iteration 48Q: 3 clusters Score -1.156014e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -11560193.000000 Penalty: 3718.139648
	Iteration 49Q: 3 clusters Score -1.156019e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -11560266.000000 Penalty: 3718.139648
	Iteration 50Q: 3 clusters Score -1.156027e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -11560342.000000 Penalty: 3718.139648
	Iteration 51Q: 3 clusters Score -1.156034e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -11560380.000000 Penalty: 3718.139648
	Iteration 52Q: 3 clusters Score -1.156038e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -11560393.000000 Penalty: 3718.139648
	Iteration 53Q: 3 clusters Score -1.156039e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 67339 members 
Entering Unmasked Estep 
Score: -11560472.000000 Penalty: 3718.139648
	Iteration 54Q: 3 clusters Score -1.156047e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -11560603.000000 Penalty: 3718.139648
	Iteration 55Q: 3 clusters Score -1.15606e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -11560699.000000 Penalty: 3718.139648
	Iteration 56Q: 3 clusters Score -1.15607e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 68898 members 
Entering Unmasked Estep 
Score: -11560789.000000 Penalty: 3718.139648
	Iteration 57Q: 3 clusters Score -1.156079e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -11560924.000000 Penalty: 3718.139648
	Iteration 58Q: 3 clusters Score -1.156092e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -11561013.000000 Penalty: 3718.139648
	Iteration 59Q: 3 clusters Score -1.156101e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -11561219.000000 Penalty: 3718.139648
	Iteration 60F: 3 clusters Score -1.156122e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -11561382.000000 Penalty: 3718.139648
	Iteration 61Q: 3 clusters Score -1.156138e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -11561588.000000 Penalty: 3718.139648
	Iteration 62Q: 3 clusters Score -1.156159e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -11561764.000000 Penalty: 3718.139648
	Iteration 63Q: 3 clusters Score -1.156176e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -11561885.000000 Penalty: 3718.139648
	Iteration 64Q: 3 clusters Score -1.156188e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -11562070.000000 Penalty: 3718.139648
	Iteration 65Q: 3 clusters Score -1.156207e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -11562326.000000 Penalty: 3718.139648
	Iteration 66Q: 3 clusters Score -1.156233e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -11562614.000000 Penalty: 3718.139648
	Iteration 67Q: 3 clusters Score -1.156261e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 76664 members 
Entering Unmasked Estep 
Score: -11562940.000000 Penalty: 3718.139648
	Iteration 68Q: 3 clusters Score -1.156294e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -11563231.000000 Penalty: 3718.139648
	Iteration 69Q: 3 clusters Score -1.156323e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -11563503.000000 Penalty: 3718.139648
	Iteration 70Q: 3 clusters Score -1.15635e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -11563708.000000 Penalty: 3718.139648
	Iteration 71Q: 3 clusters Score -1.156371e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -11563831.000000 Penalty: 3718.139648
	Iteration 72Q: 3 clusters Score -1.156383e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -11563975.000000 Penalty: 3718.139648
	Iteration 73Q: 3 clusters Score -1.156398e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 83453 members 
Entering Unmasked Estep 
Score: -11563907.000000 Penalty: 3718.139648
	Iteration 74Q: 3 clusters Score -1.156391e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -11563834.000000 Penalty: 3718.139648
	Iteration 75Q: 3 clusters Score -1.156383e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -11563975.000000 Penalty: 3718.139648
	Iteration 76Q: 3 clusters Score -1.156398e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -11563986.000000 Penalty: 3718.139648
	Iteration 77Q: 3 clusters Score -1.156399e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -11564022.000000 Penalty: 3718.139648
	Iteration 78Q: 3 clusters Score -1.156402e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -11564041.000000 Penalty: 3718.139648
	Iteration 79Q: 3 clusters Score -1.156404e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -11564112.000000 Penalty: 3718.139648
	Iteration 80F: 3 clusters Score -1.156411e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -11564116.000000 Penalty: 3718.139648
	Iteration 81Q: 3 clusters Score -1.156412e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -11564158.000000 Penalty: 3718.139648
	Iteration 82Q: 3 clusters Score -1.156416e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -11564166.000000 Penalty: 3718.139648
	Iteration 83Q: 3 clusters Score -1.156417e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -11564175.000000 Penalty: 3718.139648
	Iteration 84Q: 3 clusters Score -1.156418e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -11564153.000000 Penalty: 3718.139648
	Iteration 85Q: 3 clusters Score -1.156415e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -11564163.000000 Penalty: 3718.139648
	Iteration 86Q: 3 clusters Score -1.156416e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -11564139.000000 Penalty: 3718.139648
	Iteration 87Q: 3 clusters Score -1.156414e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -11564113.000000 Penalty: 3718.139648
	Iteration 88Q: 3 clusters Score -1.156411e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 91021 members 
Entering Unmasked Estep 
Score: -11564080.000000 Penalty: 3718.139648
	Iteration 89Q: 3 clusters Score -1.156408e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -11564087.000000 Penalty: 3718.139648
	Iteration 90Q: 3 clusters Score -1.156409e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 91176 members 
Entering Unmasked Estep 
Score: -11564079.000000 Penalty: 3718.139648
	Iteration 91Q: 3 clusters Score -1.156408e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -11564072.000000 Penalty: 3718.139648
	Iteration 92Q: 3 clusters Score -1.156407e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 91303 members 
Entering Unmasked Estep 
Score: -11564067.000000 Penalty: 3718.139648
	Iteration 93Q: 3 clusters Score -1.156407e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -11564050.000000 Penalty: 3718.139648
	Iteration 94Q: 3 clusters Score -1.156405e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -11564042.000000 Penalty: 3718.139648
	Iteration 95Q: 3 clusters Score -1.156404e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -11564036.000000 Penalty: 3718.139648
	Iteration 96Q: 3 clusters Score -1.156404e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -11564025.000000 Penalty: 3718.139648
	Iteration 97Q: 3 clusters Score -1.156402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -11564031.000000 Penalty: 3718.139648
	Iteration 98Q: 3 clusters Score -1.156403e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 91593 members 
Entering Unmasked Estep 
Score: -11564038.000000 Penalty: 3718.139648
	Iteration 99Q: 3 clusters Score -1.156404e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -11564021.000000 Penalty: 3718.139648
	Iteration 100F: 3 clusters Score -1.156402e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
Score: -11564005.000000 Penalty: 3718.139648
	Iteration 101Q: 3 clusters Score -1.1564e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 91684 members 
Entering Unmasked Estep 
Score: -11563980.000000 Penalty: 3718.139648
	Iteration 102Q: 3 clusters Score -1.156398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -11563977.000000 Penalty: 3718.139648
	Iteration 103Q: 3 clusters Score -1.156398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -11563982.000000 Penalty: 3718.139648
	Iteration 104Q: 3 clusters Score -1.156398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -11563980.000000 Penalty: 3718.139648
	Iteration 105Q: 3 clusters Score -1.156398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -11563987.000000 Penalty: 3718.139648
	Iteration 106Q: 3 clusters Score -1.156399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 91750 members 
Entering Unmasked Estep 
Score: -11564000.000000 Penalty: 3718.139648
	Iteration 107Q: 3 clusters Score -1.1564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -11563991.000000 Penalty: 3718.139648
	Iteration 108Q: 3 clusters Score -1.156399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -11563995.000000 Penalty: 3718.139648
	Iteration 109Q: 3 clusters Score -1.1564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -11563998.000000 Penalty: 3718.139648
	Iteration 110Q: 3 clusters Score -1.1564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
Score: -11564005.000000 Penalty: 3718.139648
	Iteration 111Q: 3 clusters Score -1.1564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 91773 members 
Entering Unmasked Estep 
Score: -11563999.000000 Penalty: 3718.139648
	Iteration 112Q: 3 clusters Score -1.1564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -11564002.000000 Penalty: 3718.139648
	Iteration 113Q: 3 clusters Score -1.1564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -11564006.000000 Penalty: 3718.139648
	Iteration 114Q: 3 clusters Score -1.156401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -11564000.000000 Penalty: 3718.139648
	Iteration 115Q: 3 clusters Score -1.1564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -11564004.000000 Penalty: 3718.139648
	Iteration 116Q: 3 clusters Score -1.1564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -11564002.000000 Penalty: 3718.139648
	Iteration 117Q: 3 clusters Score -1.1564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -11563999.000000 Penalty: 3718.139648
	Iteration 118Q: 3 clusters Score -1.1564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -11563999.000000 Penalty: 3718.139648
	Iteration 119Q: 3 clusters Score -1.1564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -11563999.000000 Penalty: 3718.139648
	Iteration 120F: 3 clusters Score -1.1564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Entering Unmasked Estep 
Score: -1952091.125000 Penalty: 1575.455322
	Iteration 0F: 2 clusters Score -1952091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1940882.625000 Penalty: 3150.910645
	Iteration 0F: 3 clusters Score -1940883 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1944824.500000 Penalty: 3150.910645
	Iteration 1F: 3 clusters Score -1944824 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1945219.000000 Penalty: 3150.910645
	Iteration 2F: 3 clusters Score -1945219 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1945647.000000 Penalty: 3150.910645
	Iteration 3F: 3 clusters Score -1945647 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1946214.000000 Penalty: 3150.910645
	Iteration 4F: 3 clusters Score -1946214 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1946877.250000 Penalty: 3150.910645
	Iteration 5F: 3 clusters Score -1946877 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1947705.125000 Penalty: 3150.910645
	Iteration 6F: 3 clusters Score -1947705 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1948590.375000 Penalty: 3150.910645
	Iteration 7F: 3 clusters Score -1948590 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1949467.125000 Penalty: 3150.910645
	Iteration 8F: 3 clusters Score -1949467 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1950173.750000 Penalty: 3150.910645
	Iteration 9F: 3 clusters Score -1950174 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1950584.000000 Penalty: 3150.910645
	Iteration 10Q: 3 clusters Score -1950584 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1950734.375000 Penalty: 3150.910645
	Iteration 11Q: 3 clusters Score -1950734 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1950821.000000 Penalty: 3150.910645
	Iteration 12Q: 3 clusters Score -1950821 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1950874.250000 Penalty: 3150.910645
	Iteration 13Q: 3 clusters Score -1950874 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1950913.000000 Penalty: 3150.910645
	Iteration 14Q: 3 clusters Score -1950913 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1950949.750000 Penalty: 3150.910645
	Iteration 15Q: 3 clusters Score -1950950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1950965.500000 Penalty: 3150.910645
	Iteration 16Q: 3 clusters Score -1950966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1950984.750000 Penalty: 3150.910645
	Iteration 17Q: 3 clusters Score -1950985 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1950994.375000 Penalty: 3150.910645
	Iteration 18Q: 3 clusters Score -1950994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1950995.000000 Penalty: 3150.910645
	Iteration 19Q: 3 clusters Score -1950995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1951000.875000 Penalty: 3150.910645
	Iteration 20F: 3 clusters Score -1951001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1951007.250000 Penalty: 3150.910645
	Iteration 21Q: 3 clusters Score -1951007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1951013.625000 Penalty: 3150.910645
	Iteration 22Q: 3 clusters Score -1951014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1951016.000000 Penalty: 3150.910645
	Iteration 23Q: 3 clusters Score -1951016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1951010.500000 Penalty: 3150.910645
	Iteration 24Q: 3 clusters Score -1951010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1951012.875000 Penalty: 3150.910645
	Iteration 25Q: 3 clusters Score -1951013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1951017.875000 Penalty: 3150.910645
	Iteration 26Q: 3 clusters Score -1951018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1951025.625000 Penalty: 3150.910645
	Iteration 27Q: 3 clusters Score -1951026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1951026.500000 Penalty: 3150.910645
	Iteration 28Q: 3 clusters Score -1951026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1951024.625000 Penalty: 3150.910645
	Iteration 29Q: 3 clusters Score -1951025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1951024.750000 Penalty: 3150.910645
	Iteration 30Q: 3 clusters Score -1951025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1951026.125000 Penalty: 3150.910645
	Iteration 31Q: 3 clusters Score -1951026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1951025.125000 Penalty: 3150.910645
	Iteration 32Q: 3 clusters Score -1951025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1951032.375000 Penalty: 3150.910645
	Iteration 33Q: 3 clusters Score -1951032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1951028.250000 Penalty: 3150.910645
	Iteration 34Q: 3 clusters Score -1951028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1951032.375000 Penalty: 3150.910645
	Iteration 35Q: 3 clusters Score -1951032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1951035.875000 Penalty: 3150.910645
	Iteration 36Q: 3 clusters Score -1951036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1951037.250000 Penalty: 3150.910645
	Iteration 37Q: 3 clusters Score -1951037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1951043.375000 Penalty: 3150.910645
	Iteration 38Q: 3 clusters Score -1951043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1951050.500000 Penalty: 3150.910645
	Iteration 39Q: 3 clusters Score -1951050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1951058.750000 Penalty: 3150.910645
	Iteration 40F: 3 clusters Score -1951059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1951062.500000 Penalty: 3150.910645
	Iteration 41Q: 3 clusters Score -1951062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1951068.625000 Penalty: 3150.910645
	Iteration 42Q: 3 clusters Score -1951069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1951070.250000 Penalty: 3150.910645
	Iteration 43Q: 3 clusters Score -1951070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1951075.125000 Penalty: 3150.910645
	Iteration 44Q: 3 clusters Score -1951075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1951081.125000 Penalty: 3150.910645
	Iteration 45Q: 3 clusters Score -1951081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1951082.375000 Penalty: 3150.910645
	Iteration 46Q: 3 clusters Score -1951082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1951081.500000 Penalty: 3150.910645
	Iteration 47Q: 3 clusters Score -1951082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1951083.750000 Penalty: 3150.910645
	Iteration 48Q: 3 clusters Score -1951084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1951086.750000 Penalty: 3150.910645
	Iteration 49Q: 3 clusters Score -1951087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1951094.125000 Penalty: 3150.910645
	Iteration 50Q: 3 clusters Score -1951094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1951096.625000 Penalty: 3150.910645
	Iteration 51Q: 3 clusters Score -1951097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1951100.500000 Penalty: 3150.910645
	Iteration 52Q: 3 clusters Score -1951100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1951102.875000 Penalty: 3150.910645
	Iteration 53Q: 3 clusters Score -1951103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1951102.625000 Penalty: 3150.910645
	Iteration 54Q: 3 clusters Score -1951103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1951102.750000 Penalty: 3150.910645
	Iteration 55Q: 3 clusters Score -1951103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1951104.000000 Penalty: 3150.910645
	Iteration 56Q: 3 clusters Score -1951104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1951100.500000 Penalty: 3150.910645
	Iteration 57Q: 3 clusters Score -1951100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1951099.750000 Penalty: 3150.910645
	Iteration 58Q: 3 clusters Score -1951100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1951099.125000 Penalty: 3150.910645
	Iteration 59Q: 3 clusters Score -1951099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1951100.000000 Penalty: 3150.910645
	Iteration 60F: 3 clusters Score -1951100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1951102.375000 Penalty: 3150.910645
	Iteration 61Q: 3 clusters Score -1951102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1951103.000000 Penalty: 3150.910645
	Iteration 62Q: 3 clusters Score -1951103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1951104.875000 Penalty: 3150.910645
	Iteration 63Q: 3 clusters Score -1951105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1951102.750000 Penalty: 3150.910645
	Iteration 64Q: 3 clusters Score -1951103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1951104.750000 Penalty: 3150.910645
	Iteration 65Q: 3 clusters Score -1951105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1951106.500000 Penalty: 3150.910645
	Iteration 66Q: 3 clusters Score -1951106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1951105.750000 Penalty: 3150.910645
	Iteration 67Q: 3 clusters Score -1951106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1951105.750000 Penalty: 3150.910645
	Iteration 68Q: 3 clusters Score -1951106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1951105.875000 Penalty: 3150.910645
	Iteration 69Q: 3 clusters Score -1951106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1951107.625000 Penalty: 3150.910645
	Iteration 70Q: 3 clusters Score -1951108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1951107.625000 Penalty: 3150.910645
	Iteration 71Q: 3 clusters Score -1951108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1951108.125000 Penalty: 3150.910645
	Iteration 72Q: 3 clusters Score -1951108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1951107.250000 Penalty: 3150.910645
	Iteration 73Q: 3 clusters Score -1951107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1951108.375000 Penalty: 3150.910645
	Iteration 74Q: 3 clusters Score -1951108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1951110.375000 Penalty: 3150.910645
	Iteration 75Q: 3 clusters Score -1951110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1951111.875000 Penalty: 3150.910645
	Iteration 76Q: 3 clusters Score -1951112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1951113.000000 Penalty: 3150.910645
	Iteration 77Q: 3 clusters Score -1951113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1951112.750000 Penalty: 3150.910645
	Iteration 78Q: 3 clusters Score -1951113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1951110.750000 Penalty: 3150.910645
	Iteration 79Q: 3 clusters Score -1951111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1951110.750000 Penalty: 3150.910645
	Iteration 80F: 3 clusters Score -1951111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -30795.562500 Penalty: 1024.175537
	Iteration 0F: 2 clusters Score -30795.56 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 231 members 
Entering Unmasked Estep 
Score: -30063.169922 Penalty: 2048.351074
	Iteration 0F: 3 clusters Score -30063.17 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -31190.580078 Penalty: 2048.351074
	Iteration 1F: 3 clusters Score -31190.58 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -31630.185547 Penalty: 2048.351074
	Iteration 2F: 3 clusters Score -31630.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31776.218750 Penalty: 2048.351074
	Iteration 3Q: 3 clusters Score -31776.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -31992.986328 Penalty: 2048.351074
	Iteration 4Q: 3 clusters Score -31992.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32177.712891 Penalty: 2048.351074
	Iteration 5Q: 3 clusters Score -32177.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -32329.296875 Penalty: 2048.351074
	Iteration 6Q: 3 clusters Score -32329.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -32483.765625 Penalty: 2048.351074
	Iteration 7Q: 3 clusters Score -32483.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32597.482422 Penalty: 2048.351074
	Iteration 8Q: 3 clusters Score -32597.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32717.330078 Penalty: 2048.351074
	Iteration 9Q: 3 clusters Score -32717.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32735.103516 Penalty: 2048.351074
	Iteration 10Q: 3 clusters Score -32735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32745.695312 Penalty: 2048.351074
	Iteration 11Q: 3 clusters Score -32745.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32763.326172 Penalty: 2048.351074
	Iteration 12Q: 3 clusters Score -32763.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32778.316406 Penalty: 2048.351074
	Iteration 13Q: 3 clusters Score -32778.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32779.902344 Penalty: 2048.351074
	Iteration 14Q: 3 clusters Score -32779.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32814.046875 Penalty: 2048.351074
	Iteration 15F: 3 clusters Score -32814.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32909.402344 Penalty: 2048.351074
	Iteration 16Q: 3 clusters Score -32909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32980.164062 Penalty: 2048.351074
	Iteration 17Q: 3 clusters Score -32980.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33090.367188 Penalty: 2048.351074
	Iteration 18Q: 3 clusters Score -33090.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33091.121094 Penalty: 2048.351074
	Iteration 19Q: 3 clusters Score -33091.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33091.656250 Penalty: 2048.351074
	Iteration 20F: 3 clusters Score -33091.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19909 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 92338 members 
Mstep: Class 5 contains 39113 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 86356 members 
Mstep: Class 9 contains 93007 members 
Mstep: Class 10 contains 16238 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 17509 members 
Mstep: Class 13 contains 49623 members 
Mstep: Class 14 contains 15999 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 95713 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 93939 members 
Mstep: Class 23 contains 92006 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 68404 members 
Mstep: Class 28 contains 1839 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 247 members 
Entering Unmasked Estep 
Score: -102213256.000000 Penalty: 68724.578125
Splitting cluster 11 changes total score from -102211912.000000 to -102213256.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (17509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Entering Unmasked Estep 
Score: -2100289.250000 Penalty: 1587.701416
	Iteration 0F: 2 clusters Score -2100289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2088284.625000 Penalty: 3175.402832
	Iteration 0F: 3 clusters Score -2088285 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2092461.750000 Penalty: 3175.402832
	Iteration 1F: 3 clusters Score -2092462 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2092945.125000 Penalty: 3175.402832
	Iteration 2F: 3 clusters Score -2092945 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2093533.750000 Penalty: 3175.402832
	Iteration 3F: 3 clusters Score -2093534 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2094200.625000 Penalty: 3175.402832
	Iteration 4F: 3 clusters Score -2094201 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2094976.375000 Penalty: 3175.402832
	Iteration 5F: 3 clusters Score -2094976 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2095925.500000 Penalty: 3175.402832
	Iteration 6F: 3 clusters Score -2095926 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2096762.250000 Penalty: 3175.402832
	Iteration 7F: 3 clusters Score -2096762 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2097396.000000 Penalty: 3175.402832
	Iteration 8F: 3 clusters Score -2097396 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2097934.250000 Penalty: 3175.402832
	Iteration 9F: 3 clusters Score -2097934 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2098429.750000 Penalty: 3175.402832
	Iteration 10Q: 3 clusters Score -2098430 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2098875.750000 Penalty: 3175.402832
	Iteration 11Q: 3 clusters Score -2098876 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2099190.000000 Penalty: 3175.402832
	Iteration 12Q: 3 clusters Score -2099190 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2099429.000000 Penalty: 3175.402832
	Iteration 13Q: 3 clusters Score -2099429 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2099612.000000 Penalty: 3175.402832
	Iteration 14Q: 3 clusters Score -2099612 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2099784.500000 Penalty: 3175.402832
	Iteration 15Q: 3 clusters Score -2099784 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2099917.250000 Penalty: 3175.402832
	Iteration 16Q: 3 clusters Score -2099917 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2100039.500000 Penalty: 3175.402832
	Iteration 17Q: 3 clusters Score -2100040 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2100175.250000 Penalty: 3175.402832
	Iteration 18Q: 3 clusters Score -2100175 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2100319.000000 Penalty: 3175.402832
	Iteration 19Q: 3 clusters Score -2100319 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2100447.250000 Penalty: 3175.402832
	Iteration 20F: 3 clusters Score -2100447 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2100533.500000 Penalty: 3175.402832
	Iteration 21Q: 3 clusters Score -2100534 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2100622.500000 Penalty: 3175.402832
	Iteration 22Q: 3 clusters Score -2100622 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2100713.000000 Penalty: 3175.402832
	Iteration 23Q: 3 clusters Score -2100713 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2100791.500000 Penalty: 3175.402832
	Iteration 24Q: 3 clusters Score -2100792 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2100850.500000 Penalty: 3175.402832
	Iteration 25Q: 3 clusters Score -2100850 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2100883.250000 Penalty: 3175.402832
	Iteration 26Q: 3 clusters Score -2100883 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2100925.250000 Penalty: 3175.402832
	Iteration 27Q: 3 clusters Score -2100925 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2100965.250000 Penalty: 3175.402832
	Iteration 28Q: 3 clusters Score -2100965 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2100980.500000 Penalty: 3175.402832
	Iteration 29Q: 3 clusters Score -2100980 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2100996.750000 Penalty: 3175.402832
	Iteration 30Q: 3 clusters Score -2100997 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2101010.750000 Penalty: 3175.402832
	Iteration 31Q: 3 clusters Score -2101011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2101021.000000 Penalty: 3175.402832
	Iteration 32Q: 3 clusters Score -2101021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2101030.750000 Penalty: 3175.402832
	Iteration 33Q: 3 clusters Score -2101031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2101039.500000 Penalty: 3175.402832
	Iteration 34Q: 3 clusters Score -2101040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2101032.500000 Penalty: 3175.402832
	Iteration 35Q: 3 clusters Score -2101032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2101031.500000 Penalty: 3175.402832
	Iteration 36Q: 3 clusters Score -2101032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2101039.500000 Penalty: 3175.402832
	Iteration 37Q: 3 clusters Score -2101040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2101033.250000 Penalty: 3175.402832
	Iteration 38Q: 3 clusters Score -2101033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2101035.000000 Penalty: 3175.402832
	Iteration 39Q: 3 clusters Score -2101035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2101037.500000 Penalty: 3175.402832
	Iteration 40F: 3 clusters Score -2101038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2101038.500000 Penalty: 3175.402832
	Iteration 41Q: 3 clusters Score -2101038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2101034.000000 Penalty: 3175.402832
	Iteration 42Q: 3 clusters Score -2101034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2101036.500000 Penalty: 3175.402832
	Iteration 43Q: 3 clusters Score -2101036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2101037.000000 Penalty: 3175.402832
	Iteration 44Q: 3 clusters Score -2101037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2101036.000000 Penalty: 3175.402832
	Iteration 45Q: 3 clusters Score -2101036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2101037.500000 Penalty: 3175.402832
	Iteration 46Q: 3 clusters Score -2101038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2101040.250000 Penalty: 3175.402832
	Iteration 47Q: 3 clusters Score -2101040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2101039.000000 Penalty: 3175.402832
	Iteration 48Q: 3 clusters Score -2101039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2101041.750000 Penalty: 3175.402832
	Iteration 49Q: 3 clusters Score -2101042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2101043.250000 Penalty: 3175.402832
	Iteration 50Q: 3 clusters Score -2101043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2101043.250000 Penalty: 3175.402832
	Iteration 51F: 3 clusters Score -2101043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19909 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 92338 members 
Mstep: Class 5 contains 39113 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 86356 members 
Mstep: Class 9 contains 93007 members 
Mstep: Class 10 contains 16238 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 7578 members 
Mstep: Class 13 contains 49623 members 
Mstep: Class 14 contains 15999 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 95713 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 93939 members 
Mstep: Class 23 contains 92006 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 68404 members 
Mstep: Class 28 contains 1839 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 9931 members 
Entering Unmasked Estep 
Score: -102213512.000000 Penalty: 70941.500000
Splitting cluster 12 changes total score from -102211912.000000 to -102213512.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (49623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Entering Unmasked Estep 
Score: -6114799.500000 Penalty: 1756.984131
	Iteration 0F: 2 clusters Score -6114800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -6081626.000000 Penalty: 3513.968262
	Iteration 0F: 3 clusters Score -6081626 nChanged 23425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -6095069.500000 Penalty: 3513.968262
	Iteration 1F: 3 clusters Score -6095070 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -6095757.500000 Penalty: 3513.968262
	Iteration 2Q: 3 clusters Score -6095758 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -6096587.500000 Penalty: 3513.968262
	Iteration 3Q: 3 clusters Score -6096588 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -6097658.500000 Penalty: 3513.968262
	Iteration 4Q: 3 clusters Score -6097658 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -6099183.500000 Penalty: 3513.968262
	Iteration 5F: 3 clusters Score -6099184 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -6101378.500000 Penalty: 3513.968262
	Iteration 6F: 3 clusters Score -6101378 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -6104027.000000 Penalty: 3513.968262
	Iteration 7F: 3 clusters Score -6104027 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -6106532.500000 Penalty: 3513.968262
	Iteration 8F: 3 clusters Score -6106532 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -6108268.000000 Penalty: 3513.968262
	Iteration 9Q: 3 clusters Score -6108268 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -6109292.500000 Penalty: 3513.968262
	Iteration 10Q: 3 clusters Score -6109292 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -6109887.000000 Penalty: 3513.968262
	Iteration 11Q: 3 clusters Score -6109887 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -6110333.500000 Penalty: 3513.968262
	Iteration 12Q: 3 clusters Score -6110334 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -6110720.000000 Penalty: 3513.968262
	Iteration 13Q: 3 clusters Score -6110720 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -6111112.000000 Penalty: 3513.968262
	Iteration 14Q: 3 clusters Score -6111112 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -6111428.500000 Penalty: 3513.968262
	Iteration 15Q: 3 clusters Score -6111428 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -6111677.000000 Penalty: 3513.968262
	Iteration 16Q: 3 clusters Score -6111677 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -6111874.000000 Penalty: 3513.968262
	Iteration 17Q: 3 clusters Score -6111874 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -6112034.500000 Penalty: 3513.968262
	Iteration 18Q: 3 clusters Score -6112034 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -6112163.000000 Penalty: 3513.968262
	Iteration 19Q: 3 clusters Score -6112163 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -6112251.500000 Penalty: 3513.968262
	Iteration 20F: 3 clusters Score -6112252 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -6112323.500000 Penalty: 3513.968262
	Iteration 21Q: 3 clusters Score -6112324 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -6112350.500000 Penalty: 3513.968262
	Iteration 22Q: 3 clusters Score -6112350 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -6112387.500000 Penalty: 3513.968262
	Iteration 23Q: 3 clusters Score -6112388 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -6112409.500000 Penalty: 3513.968262
	Iteration 24Q: 3 clusters Score -6112410 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -6112434.500000 Penalty: 3513.968262
	Iteration 25Q: 3 clusters Score -6112434 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -6112457.500000 Penalty: 3513.968262
	Iteration 26Q: 3 clusters Score -6112458 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -6112506.500000 Penalty: 3513.968262
	Iteration 27Q: 3 clusters Score -6112506 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -6112549.500000 Penalty: 3513.968262
	Iteration 28Q: 3 clusters Score -6112550 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -6112592.500000 Penalty: 3513.968262
	Iteration 29Q: 3 clusters Score -6112592 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -6112627.500000 Penalty: 3513.968262
	Iteration 30Q: 3 clusters Score -6112628 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -6112666.000000 Penalty: 3513.968262
	Iteration 31Q: 3 clusters Score -6112666 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -6112706.000000 Penalty: 3513.968262
	Iteration 32Q: 3 clusters Score -6112706 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -6112758.000000 Penalty: 3513.968262
	Iteration 33Q: 3 clusters Score -6112758 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -6112795.000000 Penalty: 3513.968262
	Iteration 34Q: 3 clusters Score -6112795 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -6112853.000000 Penalty: 3513.968262
	Iteration 35Q: 3 clusters Score -6112853 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -6112879.500000 Penalty: 3513.968262
	Iteration 36Q: 3 clusters Score -6112880 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -6112919.000000 Penalty: 3513.968262
	Iteration 37Q: 3 clusters Score -6112919 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -6112942.500000 Penalty: 3513.968262
	Iteration 38Q: 3 clusters Score -6112942 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6112963.000000 Penalty: 3513.968262
	Iteration 39Q: 3 clusters Score -6112963 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -6112989.500000 Penalty: 3513.968262
	Iteration 40F: 3 clusters Score -6112990 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -6112997.000000 Penalty: 3513.968262
	Iteration 41Q: 3 clusters Score -6112997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -6113024.000000 Penalty: 3513.968262
	Iteration 42Q: 3 clusters Score -6113024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -6113049.500000 Penalty: 3513.968262
	Iteration 43Q: 3 clusters Score -6113050 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -6113057.500000 Penalty: 3513.968262
	Iteration 44Q: 3 clusters Score -6113058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -6113066.000000 Penalty: 3513.968262
	Iteration 45Q: 3 clusters Score -6113066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -6113074.500000 Penalty: 3513.968262
	Iteration 46Q: 3 clusters Score -6113074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -6113081.000000 Penalty: 3513.968262
	Iteration 47Q: 3 clusters Score -6113081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -6113093.500000 Penalty: 3513.968262
	Iteration 48Q: 3 clusters Score -6113094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -6113120.500000 Penalty: 3513.968262
	Iteration 49Q: 3 clusters Score -6113120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -6113132.500000 Penalty: 3513.968262
	Iteration 50Q: 3 clusters Score -6113132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -6113134.500000 Penalty: 3513.968262
	Iteration 51Q: 3 clusters Score -6113134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -6113146.000000 Penalty: 3513.968262
	Iteration 52Q: 3 clusters Score -6113146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -6113157.500000 Penalty: 3513.968262
	Iteration 53Q: 3 clusters Score -6113158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -6113164.500000 Penalty: 3513.968262
	Iteration 54Q: 3 clusters Score -6113164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -6113179.500000 Penalty: 3513.968262
	Iteration 55Q: 3 clusters Score -6113180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -6113185.000000 Penalty: 3513.968262
	Iteration 56Q: 3 clusters Score -6113185 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -6113199.500000 Penalty: 3513.968262
	Iteration 57Q: 3 clusters Score -6113200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -6113220.500000 Penalty: 3513.968262
	Iteration 58Q: 3 clusters Score -6113220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -6113237.500000 Penalty: 3513.968262
	Iteration 59Q: 3 clusters Score -6113238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -6113259.000000 Penalty: 3513.968262
	Iteration 60F: 3 clusters Score -6113259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -6113268.500000 Penalty: 3513.968262
	Iteration 61Q: 3 clusters Score -6113268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -6113264.500000 Penalty: 3513.968262
	Iteration 62Q: 3 clusters Score -6113264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6113274.000000 Penalty: 3513.968262
	Iteration 63Q: 3 clusters Score -6113274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -6113293.500000 Penalty: 3513.968262
	Iteration 64Q: 3 clusters Score -6113294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -6113306.500000 Penalty: 3513.968262
	Iteration 65Q: 3 clusters Score -6113306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -6113313.500000 Penalty: 3513.968262
	Iteration 66Q: 3 clusters Score -6113314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -6113314.000000 Penalty: 3513.968262
	Iteration 67Q: 3 clusters Score -6113314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -6113314.000000 Penalty: 3513.968262
	Iteration 68Q: 3 clusters Score -6113314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -6113334.000000 Penalty: 3513.968262
	Iteration 69Q: 3 clusters Score -6113334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -6113341.000000 Penalty: 3513.968262
	Iteration 70Q: 3 clusters Score -6113341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -6113349.500000 Penalty: 3513.968262
	Iteration 71Q: 3 clusters Score -6113350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -6113358.500000 Penalty: 3513.968262
	Iteration 72Q: 3 clusters Score -6113358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -6113366.000000 Penalty: 3513.968262
	Iteration 73Q: 3 clusters Score -6113366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -6113377.000000 Penalty: 3513.968262
	Iteration 74Q: 3 clusters Score -6113377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -6113383.000000 Penalty: 3513.968262
	Iteration 75Q: 3 clusters Score -6113383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -6113390.500000 Penalty: 3513.968262
	Iteration 76Q: 3 clusters Score -6113390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -6113387.000000 Penalty: 3513.968262
	Iteration 77Q: 3 clusters Score -6113387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -6113391.000000 Penalty: 3513.968262
	Iteration 78Q: 3 clusters Score -6113391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -6113398.000000 Penalty: 3513.968262
	Iteration 79Q: 3 clusters Score -6113398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -6113407.000000 Penalty: 3513.968262
	Iteration 80F: 3 clusters Score -6113407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6113410.000000 Penalty: 3513.968262
	Iteration 81Q: 3 clusters Score -6113410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -6113415.500000 Penalty: 3513.968262
	Iteration 82Q: 3 clusters Score -6113416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -6113413.000000 Penalty: 3513.968262
	Iteration 83Q: 3 clusters Score -6113413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -6113420.000000 Penalty: 3513.968262
	Iteration 84Q: 3 clusters Score -6113420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -6113422.000000 Penalty: 3513.968262
	Iteration 85Q: 3 clusters Score -6113422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -6113421.500000 Penalty: 3513.968262
	Iteration 86Q: 3 clusters Score -6113422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -6113423.000000 Penalty: 3513.968262
	Iteration 87Q: 3 clusters Score -6113423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -6113427.000000 Penalty: 3513.968262
	Iteration 88Q: 3 clusters Score -6113427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -6113429.000000 Penalty: 3513.968262
	Iteration 89Q: 3 clusters Score -6113429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -6113429.000000 Penalty: 3513.968262
	Iteration 90Q: 3 clusters Score -6113429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -6113432.000000 Penalty: 3513.968262
	Iteration 91Q: 3 clusters Score -6113432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -6113430.500000 Penalty: 3513.968262
	Iteration 92Q: 3 clusters Score -6113430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -6113430.500000 Penalty: 3513.968262
	Iteration 93F: 3 clusters Score -6113430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Entering Unmasked Estep 
Score: -1959360.000000 Penalty: 1573.045776
	Iteration 0F: 2 clusters Score -1959360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1948343.375000 Penalty: 3146.091553
	Iteration 0F: 3 clusters Score -1948343 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1952131.500000 Penalty: 3146.091553
	Iteration 1F: 3 clusters Score -1952132 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1952388.500000 Penalty: 3146.091553
	Iteration 2Q: 3 clusters Score -1952388 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1952655.000000 Penalty: 3146.091553
	Iteration 3Q: 3 clusters Score -1952655 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1952957.125000 Penalty: 3146.091553
	Iteration 4Q: 3 clusters Score -1952957 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1953359.125000 Penalty: 3146.091553
	Iteration 5Q: 3 clusters Score -1953359 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1953993.750000 Penalty: 3146.091553
	Iteration 6F: 3 clusters Score -1953994 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1954840.500000 Penalty: 3146.091553
	Iteration 7F: 3 clusters Score -1954840 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1955853.000000 Penalty: 3146.091553
	Iteration 8F: 3 clusters Score -1955853 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1956784.000000 Penalty: 3146.091553
	Iteration 9F: 3 clusters Score -1956784 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1957375.875000 Penalty: 3146.091553
	Iteration 10Q: 3 clusters Score -1957376 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1957676.875000 Penalty: 3146.091553
	Iteration 11Q: 3 clusters Score -1957677 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1957814.500000 Penalty: 3146.091553
	Iteration 12Q: 3 clusters Score -1957814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1957889.750000 Penalty: 3146.091553
	Iteration 13Q: 3 clusters Score -1957890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1957938.750000 Penalty: 3146.091553
	Iteration 14Q: 3 clusters Score -1957939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1957961.000000 Penalty: 3146.091553
	Iteration 15Q: 3 clusters Score -1957961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1957979.750000 Penalty: 3146.091553
	Iteration 16Q: 3 clusters Score -1957980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1957998.000000 Penalty: 3146.091553
	Iteration 17Q: 3 clusters Score -1957998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1958005.750000 Penalty: 3146.091553
	Iteration 18Q: 3 clusters Score -1958006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1958008.250000 Penalty: 3146.091553
	Iteration 19Q: 3 clusters Score -1958008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1958008.125000 Penalty: 3146.091553
	Iteration 20F: 3 clusters Score -1958008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Entering Unmasked Estep 
Score: -1903520.375000 Penalty: 1563.314087
	Iteration 0F: 2 clusters Score -1903520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1893117.750000 Penalty: 3126.628174
	Iteration 0F: 3 clusters Score -1893118 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1896700.875000 Penalty: 3126.628174
	Iteration 1F: 3 clusters Score -1896701 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1896997.750000 Penalty: 3126.628174
	Iteration 2F: 3 clusters Score -1896998 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1897301.625000 Penalty: 3126.628174
	Iteration 3Q: 3 clusters Score -1897302 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1897637.750000 Penalty: 3126.628174
	Iteration 4Q: 3 clusters Score -1897638 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1898016.875000 Penalty: 3126.628174
	Iteration 5Q: 3 clusters Score -1898017 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1898520.500000 Penalty: 3126.628174
	Iteration 6F: 3 clusters Score -1898520 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1899144.625000 Penalty: 3126.628174
	Iteration 7F: 3 clusters Score -1899145 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1899886.375000 Penalty: 3126.628174
	Iteration 8F: 3 clusters Score -1899886 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1900594.500000 Penalty: 3126.628174
	Iteration 9F: 3 clusters Score -1900594 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1901180.250000 Penalty: 3126.628174
	Iteration 10Q: 3 clusters Score -1901180 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1901615.125000 Penalty: 3126.628174
	Iteration 11Q: 3 clusters Score -1901615 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1901880.000000 Penalty: 3126.628174
	Iteration 12Q: 3 clusters Score -1901880 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1902001.250000 Penalty: 3126.628174
	Iteration 13Q: 3 clusters Score -1902001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1902050.000000 Penalty: 3126.628174
	Iteration 14Q: 3 clusters Score -1902050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1902069.250000 Penalty: 3126.628174
	Iteration 15Q: 3 clusters Score -1902069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1902079.500000 Penalty: 3126.628174
	Iteration 16Q: 3 clusters Score -1902080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1902097.000000 Penalty: 3126.628174
	Iteration 17Q: 3 clusters Score -1902097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1902117.250000 Penalty: 3126.628174
	Iteration 18Q: 3 clusters Score -1902117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1902138.250000 Penalty: 3126.628174
	Iteration 19Q: 3 clusters Score -1902138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1902146.125000 Penalty: 3126.628174
	Iteration 20F: 3 clusters Score -1902146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1902152.125000 Penalty: 3126.628174
	Iteration 21Q: 3 clusters Score -1902152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1902160.000000 Penalty: 3126.628174
	Iteration 22Q: 3 clusters Score -1902160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1902165.000000 Penalty: 3126.628174
	Iteration 23Q: 3 clusters Score -1902165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1902165.000000 Penalty: 3126.628174
	Iteration 24F: 3 clusters Score -1902165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -155791.515625 Penalty: 1178.918823
	Iteration 0F: 2 clusters Score -155791.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -154148.718750 Penalty: 2357.837646
	Iteration 0F: 3 clusters Score -154148.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -154532.625000 Penalty: 2357.837646
	Iteration 1F: 3 clusters Score -154532.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -154627.437500 Penalty: 2357.837646
	Iteration 2F: 3 clusters Score -154627.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -154695.484375 Penalty: 2357.837646
	Iteration 3Q: 3 clusters Score -154695.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -154791.078125 Penalty: 2357.837646
	Iteration 4Q: 3 clusters Score -154791.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -154921.750000 Penalty: 2357.837646
	Iteration 5F: 3 clusters Score -154921.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -155108.468750 Penalty: 2357.837646
	Iteration 6F: 3 clusters Score -155108.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -155264.062500 Penalty: 2357.837646
	Iteration 7F: 3 clusters Score -155264.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -155457.265625 Penalty: 2357.837646
	Iteration 8F: 3 clusters Score -155457.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -155626.703125 Penalty: 2357.837646
	Iteration 9F: 3 clusters Score -155626.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -155721.625000 Penalty: 2357.837646
	Iteration 10Q: 3 clusters Score -155721.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -155769.031250 Penalty: 2357.837646
	Iteration 11Q: 3 clusters Score -155769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -155803.531250 Penalty: 2357.837646
	Iteration 12Q: 3 clusters Score -155803.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -155826.078125 Penalty: 2357.837646
	Iteration 13Q: 3 clusters Score -155826.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -155841.375000 Penalty: 2357.837646
	Iteration 14Q: 3 clusters Score -155841.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -155856.953125 Penalty: 2357.837646
	Iteration 15Q: 3 clusters Score -155857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -155865.437500 Penalty: 2357.837646
	Iteration 16Q: 3 clusters Score -155865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -155869.593750 Penalty: 2357.837646
	Iteration 17Q: 3 clusters Score -155869.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -155871.218750 Penalty: 2357.837646
	Iteration 18Q: 3 clusters Score -155871.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -155873.187500 Penalty: 2357.837646
	Iteration 19F: 3 clusters Score -155873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -155882.234375 Penalty: 2357.837646
	Iteration 20F: 3 clusters Score -155882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -155887.296875 Penalty: 2357.837646
	Iteration 21Q: 3 clusters Score -155887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -155887.296875 Penalty: 2357.837646
	Iteration 22F: 3 clusters Score -155887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19909 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 92338 members 
Mstep: Class 5 contains 39113 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 86356 members 
Mstep: Class 9 contains 93007 members 
Mstep: Class 10 contains 16238 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 7578 members 
Mstep: Class 13 contains 49623 members 
Mstep: Class 14 contains 15999 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 95713 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 93939 members 
Mstep: Class 23 contains 92006 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 68404 members 
Mstep: Class 28 contains 1839 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 9931 members 
Mstep: Class 33 contains 211 members 
Entering Unmasked Estep 
Score: -102212584.000000 Penalty: 73158.421875
Splitting cluster 16 changes total score from -102211912.000000 to -102212584.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (13771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Entering Unmasked Estep 
Score: -1665277.000000 Penalty: 1548.677002
	Iteration 0F: 2 clusters Score -1665277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1655795.625000 Penalty: 3097.354004
	Iteration 0F: 3 clusters Score -1655796 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1659309.125000 Penalty: 3097.354004
	Iteration 1F: 3 clusters Score -1659309 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1659700.125000 Penalty: 3097.354004
	Iteration 2F: 3 clusters Score -1659700 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1660103.375000 Penalty: 3097.354004
	Iteration 3F: 3 clusters Score -1660103 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1660594.375000 Penalty: 3097.354004
	Iteration 4F: 3 clusters Score -1660594 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1661141.000000 Penalty: 3097.354004
	Iteration 5F: 3 clusters Score -1661141 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1661688.000000 Penalty: 3097.354004
	Iteration 6F: 3 clusters Score -1661688 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1662227.125000 Penalty: 3097.354004
	Iteration 7F: 3 clusters Score -1662227 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1662765.750000 Penalty: 3097.354004
	Iteration 8Q: 3 clusters Score -1662766 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1663134.125000 Penalty: 3097.354004
	Iteration 9Q: 3 clusters Score -1663134 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1663382.625000 Penalty: 3097.354004
	Iteration 10Q: 3 clusters Score -1663383 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1663516.000000 Penalty: 3097.354004
	Iteration 11Q: 3 clusters Score -1663516 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1663596.000000 Penalty: 3097.354004
	Iteration 12Q: 3 clusters Score -1663596 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1663651.375000 Penalty: 3097.354004
	Iteration 13Q: 3 clusters Score -1663651 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1663685.250000 Penalty: 3097.354004
	Iteration 14Q: 3 clusters Score -1663685 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1663715.125000 Penalty: 3097.354004
	Iteration 15Q: 3 clusters Score -1663715 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1663750.250000 Penalty: 3097.354004
	Iteration 16Q: 3 clusters Score -1663750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1663790.625000 Penalty: 3097.354004
	Iteration 17Q: 3 clusters Score -1663791 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1663823.750000 Penalty: 3097.354004
	Iteration 18Q: 3 clusters Score -1663824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1663856.625000 Penalty: 3097.354004
	Iteration 19Q: 3 clusters Score -1663857 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1663884.875000 Penalty: 3097.354004
	Iteration 20F: 3 clusters Score -1663885 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1663912.125000 Penalty: 3097.354004
	Iteration 21Q: 3 clusters Score -1663912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1663933.750000 Penalty: 3097.354004
	Iteration 22Q: 3 clusters Score -1663934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1663957.125000 Penalty: 3097.354004
	Iteration 23Q: 3 clusters Score -1663957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1663977.875000 Penalty: 3097.354004
	Iteration 24Q: 3 clusters Score -1663978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1663991.750000 Penalty: 3097.354004
	Iteration 25Q: 3 clusters Score -1663992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1664025.750000 Penalty: 3097.354004
	Iteration 26Q: 3 clusters Score -1664026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1664054.625000 Penalty: 3097.354004
	Iteration 27Q: 3 clusters Score -1664055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1664084.250000 Penalty: 3097.354004
	Iteration 28Q: 3 clusters Score -1664084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1664110.875000 Penalty: 3097.354004
	Iteration 29Q: 3 clusters Score -1664111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1664132.125000 Penalty: 3097.354004
	Iteration 30Q: 3 clusters Score -1664132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1664145.250000 Penalty: 3097.354004
	Iteration 31Q: 3 clusters Score -1664145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1664156.500000 Penalty: 3097.354004
	Iteration 32Q: 3 clusters Score -1664156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1664163.750000 Penalty: 3097.354004
	Iteration 33Q: 3 clusters Score -1664164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1664171.500000 Penalty: 3097.354004
	Iteration 34Q: 3 clusters Score -1664172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1664182.625000 Penalty: 3097.354004
	Iteration 35Q: 3 clusters Score -1664183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1664193.000000 Penalty: 3097.354004
	Iteration 36Q: 3 clusters Score -1664193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1664200.250000 Penalty: 3097.354004
	Iteration 37Q: 3 clusters Score -1664200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1664204.125000 Penalty: 3097.354004
	Iteration 38Q: 3 clusters Score -1664204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1664210.875000 Penalty: 3097.354004
	Iteration 39Q: 3 clusters Score -1664211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1664212.500000 Penalty: 3097.354004
	Iteration 40F: 3 clusters Score -1664212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1664219.000000 Penalty: 3097.354004
	Iteration 41Q: 3 clusters Score -1664219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1664220.375000 Penalty: 3097.354004
	Iteration 42Q: 3 clusters Score -1664220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1664223.125000 Penalty: 3097.354004
	Iteration 43Q: 3 clusters Score -1664223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1664224.750000 Penalty: 3097.354004
	Iteration 44Q: 3 clusters Score -1664225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1664228.250000 Penalty: 3097.354004
	Iteration 45Q: 3 clusters Score -1664228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1664230.375000 Penalty: 3097.354004
	Iteration 46Q: 3 clusters Score -1664230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1664229.625000 Penalty: 3097.354004
	Iteration 47Q: 3 clusters Score -1664230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1664229.125000 Penalty: 3097.354004
	Iteration 48Q: 3 clusters Score -1664229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1664229.875000 Penalty: 3097.354004
	Iteration 49Q: 3 clusters Score -1664230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1664228.500000 Penalty: 3097.354004
	Iteration 50Q: 3 clusters Score -1664228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1664228.500000 Penalty: 3097.354004
	Iteration 51F: 3 clusters Score -1664228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -196677.578125 Penalty: 1210.637939
	Iteration 0F: 2 clusters Score -196677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -194845.734375 Penalty: 2421.275879
	Iteration 0F: 3 clusters Score -194845.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -195450.593750 Penalty: 2421.275879
	Iteration 1F: 3 clusters Score -195450.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -195633.187500 Penalty: 2421.275879
	Iteration 2F: 3 clusters Score -195633.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -195758.890625 Penalty: 2421.275879
	Iteration 3F: 3 clusters Score -195758.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -195896.734375 Penalty: 2421.275879
	Iteration 4F: 3 clusters Score -195896.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -196039.218750 Penalty: 2421.275879
	Iteration 5F: 3 clusters Score -196039.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -196130.765625 Penalty: 2421.275879
	Iteration 6Q: 3 clusters Score -196130.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -196219.234375 Penalty: 2421.275879
	Iteration 7Q: 3 clusters Score -196219.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -196305.390625 Penalty: 2421.275879
	Iteration 8Q: 3 clusters Score -196305.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -196355.859375 Penalty: 2421.275879
	Iteration 9Q: 3 clusters Score -196355.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -196384.000000 Penalty: 2421.275879
	Iteration 10Q: 3 clusters Score -196384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -196409.015625 Penalty: 2421.275879
	Iteration 11Q: 3 clusters Score -196409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -196417.718750 Penalty: 2421.275879
	Iteration 12Q: 3 clusters Score -196417.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -196421.859375 Penalty: 2421.275879
	Iteration 13Q: 3 clusters Score -196421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -196425.734375 Penalty: 2421.275879
	Iteration 14Q: 3 clusters Score -196425.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -196428.281250 Penalty: 2421.275879
	Iteration 15Q: 3 clusters Score -196428.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -196434.453125 Penalty: 2421.275879
	Iteration 16Q: 3 clusters Score -196434.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -196442.468750 Penalty: 2421.275879
	Iteration 17Q: 3 clusters Score -196442.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -196453.609375 Penalty: 2421.275879
	Iteration 18Q: 3 clusters Score -196453.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -196458.109375 Penalty: 2421.275879
	Iteration 19Q: 3 clusters Score -196458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -196463.078125 Penalty: 2421.275879
	Iteration 20F: 3 clusters Score -196463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -196465.203125 Penalty: 2421.275879
	Iteration 21Q: 3 clusters Score -196465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -196467.343750 Penalty: 2421.275879
	Iteration 22Q: 3 clusters Score -196467.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -196468.609375 Penalty: 2421.275879
	Iteration 23Q: 3 clusters Score -196468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -196468.609375 Penalty: 2421.275879
	Iteration 24F: 3 clusters Score -196468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (95713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Entering Unmasked Estep 
Score: -12058330.000000 Penalty: 1863.730347
	Iteration 0F: 2 clusters Score -1.205833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -12000783.000000 Penalty: 3727.460693
	Iteration 0F: 3 clusters Score -1.200078e+07 nChanged 45835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -12027306.000000 Penalty: 3727.460693
	Iteration 1F: 3 clusters Score -1.202731e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -12027962.000000 Penalty: 3727.460693
	Iteration 2Q: 3 clusters Score -1.202796e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -12028988.000000 Penalty: 3727.460693
	Iteration 3Q: 3 clusters Score -1.202899e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -12030382.000000 Penalty: 3727.460693
	Iteration 4Q: 3 clusters Score -1.203038e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -12032550.000000 Penalty: 3727.460693
	Iteration 5Q: 3 clusters Score -1.203255e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -12035270.000000 Penalty: 3727.460693
	Iteration 6F: 3 clusters Score -1.203527e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -12038854.000000 Penalty: 3727.460693
	Iteration 7F: 3 clusters Score -1.203885e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -12043028.000000 Penalty: 3727.460693
	Iteration 8F: 3 clusters Score -1.204303e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -12047183.000000 Penalty: 3727.460693
	Iteration 9F: 3 clusters Score -1.204718e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -12050075.000000 Penalty: 3727.460693
	Iteration 10F: 3 clusters Score -1.205008e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -12051825.000000 Penalty: 3727.460693
	Iteration 11Q: 3 clusters Score -1.205182e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -12052780.000000 Penalty: 3727.460693
	Iteration 12Q: 3 clusters Score -1.205278e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
Score: -12053362.000000 Penalty: 3727.460693
	Iteration 13Q: 3 clusters Score -1.205336e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
Score: -12053641.000000 Penalty: 3727.460693
	Iteration 14Q: 3 clusters Score -1.205364e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -12053987.000000 Penalty: 3727.460693
	Iteration 15Q: 3 clusters Score -1.205399e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -12054165.000000 Penalty: 3727.460693
	Iteration 16Q: 3 clusters Score -1.205416e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -12054378.000000 Penalty: 3727.460693
	Iteration 17Q: 3 clusters Score -1.205438e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -12055358.000000 Penalty: 3727.460693
	Iteration 18Q: 3 clusters Score -1.205536e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -12056271.000000 Penalty: 3727.460693
	Iteration 19Q: 3 clusters Score -1.205627e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -12057176.000000 Penalty: 3727.460693
	Iteration 20F: 3 clusters Score -1.205718e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -12057985.000000 Penalty: 3727.460693
	Iteration 21Q: 3 clusters Score -1.205798e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 85344 members 
Entering Unmasked Estep 
Score: -12058856.000000 Penalty: 3727.460693
	Iteration 22Q: 3 clusters Score -1.205886e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -12059555.000000 Penalty: 3727.460693
	Iteration 23Q: 3 clusters Score -1.205956e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -12060016.000000 Penalty: 3727.460693
	Iteration 24Q: 3 clusters Score -1.206002e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -12060308.000000 Penalty: 3727.460693
	Iteration 25Q: 3 clusters Score -1.206031e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -12060493.000000 Penalty: 3727.460693
	Iteration 26Q: 3 clusters Score -1.206049e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 89058 members 
Entering Unmasked Estep 
Score: -12060590.000000 Penalty: 3727.460693
	Iteration 27Q: 3 clusters Score -1.206059e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 89585 members 
Entering Unmasked Estep 
Score: -12060633.000000 Penalty: 3727.460693
	Iteration 28Q: 3 clusters Score -1.206063e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -12060620.000000 Penalty: 3727.460693
	Iteration 29Q: 3 clusters Score -1.206062e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -12060591.000000 Penalty: 3727.460693
	Iteration 30Q: 3 clusters Score -1.206059e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -12060486.000000 Penalty: 3727.460693
	Iteration 31Q: 3 clusters Score -1.206049e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -12060461.000000 Penalty: 3727.460693
	Iteration 32Q: 3 clusters Score -1.206046e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -12060372.000000 Penalty: 3727.460693
	Iteration 33Q: 3 clusters Score -1.206037e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -12060246.000000 Penalty: 3727.460693
	Iteration 34Q: 3 clusters Score -1.206025e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -12060123.000000 Penalty: 3727.460693
	Iteration 35Q: 3 clusters Score -1.206012e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -12060022.000000 Penalty: 3727.460693
	Iteration 36Q: 3 clusters Score -1.206002e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 92296 members 
Entering Unmasked Estep 
Score: -12059987.000000 Penalty: 3727.460693
	Iteration 37Q: 3 clusters Score -1.205999e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -12059934.000000 Penalty: 3727.460693
	Iteration 38Q: 3 clusters Score -1.205993e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -12059837.000000 Penalty: 3727.460693
	Iteration 39Q: 3 clusters Score -1.205984e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -12059756.000000 Penalty: 3727.460693
	Iteration 40F: 3 clusters Score -1.205976e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 92850 members 
Entering Unmasked Estep 
Score: -12059691.000000 Penalty: 3727.460693
	Iteration 41Q: 3 clusters Score -1.205969e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -12059616.000000 Penalty: 3727.460693
	Iteration 42Q: 3 clusters Score -1.205962e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -12059547.000000 Penalty: 3727.460693
	Iteration 43Q: 3 clusters Score -1.205955e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -12059509.000000 Penalty: 3727.460693
	Iteration 44Q: 3 clusters Score -1.205951e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -12059532.000000 Penalty: 3727.460693
	Iteration 45Q: 3 clusters Score -1.205953e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -12059429.000000 Penalty: 3727.460693
	Iteration 46Q: 3 clusters Score -1.205943e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 93325 members 
Entering Unmasked Estep 
Score: -12059407.000000 Penalty: 3727.460693
	Iteration 47Q: 3 clusters Score -1.205941e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -12059374.000000 Penalty: 3727.460693
	Iteration 48Q: 3 clusters Score -1.205937e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -12059315.000000 Penalty: 3727.460693
	Iteration 49Q: 3 clusters Score -1.205932e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -12059284.000000 Penalty: 3727.460693
	Iteration 50Q: 3 clusters Score -1.205928e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -12059246.000000 Penalty: 3727.460693
	Iteration 51Q: 3 clusters Score -1.205925e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -12059219.000000 Penalty: 3727.460693
	Iteration 52Q: 3 clusters Score -1.205922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 93560 members 
Entering Unmasked Estep 
Score: -12059214.000000 Penalty: 3727.460693
	Iteration 53Q: 3 clusters Score -1.205921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -12059211.000000 Penalty: 3727.460693
	Iteration 54Q: 3 clusters Score -1.205921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -12059199.000000 Penalty: 3727.460693
	Iteration 55Q: 3 clusters Score -1.20592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -12059197.000000 Penalty: 3727.460693
	Iteration 56Q: 3 clusters Score -1.20592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -12059191.000000 Penalty: 3727.460693
	Iteration 57Q: 3 clusters Score -1.205919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 93626 members 
Entering Unmasked Estep 
Score: -12059186.000000 Penalty: 3727.460693
	Iteration 58Q: 3 clusters Score -1.205919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -12059176.000000 Penalty: 3727.460693
	Iteration 59Q: 3 clusters Score -1.205918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -12059178.000000 Penalty: 3727.460693
	Iteration 60F: 3 clusters Score -1.205918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -12059166.000000 Penalty: 3727.460693
	Iteration 61Q: 3 clusters Score -1.205917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 93694 members 
Entering Unmasked Estep 
Score: -12059140.000000 Penalty: 3727.460693
	Iteration 62Q: 3 clusters Score -1.205914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -12059139.000000 Penalty: 3727.460693
	Iteration 63Q: 3 clusters Score -1.205914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 93723 members 
Entering Unmasked Estep 
Score: -12059126.000000 Penalty: 3727.460693
	Iteration 64Q: 3 clusters Score -1.205913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -12059106.000000 Penalty: 3727.460693
	Iteration 65Q: 3 clusters Score -1.205911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 93752 members 
Entering Unmasked Estep 
Score: -12059075.000000 Penalty: 3727.460693
	Iteration 66Q: 3 clusters Score -1.205908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 93764 members 
Entering Unmasked Estep 
Score: -12059060.000000 Penalty: 3727.460693
	Iteration 67Q: 3 clusters Score -1.205906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -12059051.000000 Penalty: 3727.460693
	Iteration 68Q: 3 clusters Score -1.205905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 93786 members 
Entering Unmasked Estep 
Score: -12059041.000000 Penalty: 3727.460693
	Iteration 69Q: 3 clusters Score -1.205904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
Score: -12059042.000000 Penalty: 3727.460693
	Iteration 70Q: 3 clusters Score -1.205904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -12059027.000000 Penalty: 3727.460693
	Iteration 71Q: 3 clusters Score -1.205903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 93819 members 
Entering Unmasked Estep 
Score: -12059009.000000 Penalty: 3727.460693
	Iteration 72Q: 3 clusters Score -1.205901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -12059007.000000 Penalty: 3727.460693
	Iteration 73Q: 3 clusters Score -1.205901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -12059003.000000 Penalty: 3727.460693
	Iteration 74Q: 3 clusters Score -1.2059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -12058994.000000 Penalty: 3727.460693
	Iteration 75Q: 3 clusters Score -1.205899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 93873 members 
Entering Unmasked Estep 
Score: -12058991.000000 Penalty: 3727.460693
	Iteration 76Q: 3 clusters Score -1.205899e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 93884 members 
Entering Unmasked Estep 
Score: -12058988.000000 Penalty: 3727.460693
	Iteration 77Q: 3 clusters Score -1.205899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -12058987.000000 Penalty: 3727.460693
	Iteration 78Q: 3 clusters Score -1.205899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -12058967.000000 Penalty: 3727.460693
	Iteration 79Q: 3 clusters Score -1.205897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -12058948.000000 Penalty: 3727.460693
	Iteration 80F: 3 clusters Score -1.205895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 93930 members 
Entering Unmasked Estep 
Score: -12058934.000000 Penalty: 3727.460693
	Iteration 81Q: 3 clusters Score -1.205893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -12058925.000000 Penalty: 3727.460693
	Iteration 82Q: 3 clusters Score -1.205892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -12058922.000000 Penalty: 3727.460693
	Iteration 83Q: 3 clusters Score -1.205892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -12058898.000000 Penalty: 3727.460693
	Iteration 84Q: 3 clusters Score -1.20589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
Score: -12058905.000000 Penalty: 3727.460693
	Iteration 85Q: 3 clusters Score -1.20589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -12058885.000000 Penalty: 3727.460693
	Iteration 86Q: 3 clusters Score -1.205888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -12058867.000000 Penalty: 3727.460693
	Iteration 87Q: 3 clusters Score -1.205887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -12058876.000000 Penalty: 3727.460693
	Iteration 88Q: 3 clusters Score -1.205888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -12058869.000000 Penalty: 3727.460693
	Iteration 89Q: 3 clusters Score -1.205887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 94021 members 
Entering Unmasked Estep 
Score: -12058865.000000 Penalty: 3727.460693
	Iteration 90Q: 3 clusters Score -1.205886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -12058864.000000 Penalty: 3727.460693
	Iteration 91Q: 3 clusters Score -1.205886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 94026 members 
Entering Unmasked Estep 
Score: -12058867.000000 Penalty: 3727.460693
	Iteration 92Q: 3 clusters Score -1.205887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -12058874.000000 Penalty: 3727.460693
	Iteration 93Q: 3 clusters Score -1.205887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 94028 members 
Entering Unmasked Estep 
Score: -12058865.000000 Penalty: 3727.460693
	Iteration 94Q: 3 clusters Score -1.205886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
Score: -12058864.000000 Penalty: 3727.460693
	Iteration 95Q: 3 clusters Score -1.205886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -12058860.000000 Penalty: 3727.460693
	Iteration 96Q: 3 clusters Score -1.205886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 94034 members 
Entering Unmasked Estep 
Score: -12058849.000000 Penalty: 3727.460693
	Iteration 97Q: 3 clusters Score -1.205885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 94036 members 
Entering Unmasked Estep 
Score: -12058856.000000 Penalty: 3727.460693
	Iteration 98Q: 3 clusters Score -1.205886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
Score: -12058854.000000 Penalty: 3727.460693
	Iteration 99Q: 3 clusters Score -1.205885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 94038 members 
Entering Unmasked Estep 
Score: -12058855.000000 Penalty: 3727.460693
	Iteration 100F: 3 clusters Score -1.205886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 94040 members 
Entering Unmasked Estep 
Score: -12058840.000000 Penalty: 3727.460693
	Iteration 101Q: 3 clusters Score -1.205884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 94045 members 
Entering Unmasked Estep 
Score: -12058848.000000 Penalty: 3727.460693
	Iteration 102Q: 3 clusters Score -1.205885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 94050 members 
Entering Unmasked Estep 
Score: -12058838.000000 Penalty: 3727.460693
	Iteration 103Q: 3 clusters Score -1.205884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 94055 members 
Entering Unmasked Estep 
Score: -12058831.000000 Penalty: 3727.460693
	Iteration 104Q: 3 clusters Score -1.205883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 94061 members 
Entering Unmasked Estep 
Score: -12058828.000000 Penalty: 3727.460693
	Iteration 105Q: 3 clusters Score -1.205883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -12058821.000000 Penalty: 3727.460693
	Iteration 106Q: 3 clusters Score -1.205882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 94067 members 
Entering Unmasked Estep 
Score: -12058824.000000 Penalty: 3727.460693
	Iteration 107Q: 3 clusters Score -1.205882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -12058816.000000 Penalty: 3727.460693
	Iteration 108Q: 3 clusters Score -1.205882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -12058812.000000 Penalty: 3727.460693
	Iteration 109Q: 3 clusters Score -1.205881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 94086 members 
Entering Unmasked Estep 
Score: -12058813.000000 Penalty: 3727.460693
	Iteration 110Q: 3 clusters Score -1.205881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 94089 members 
Entering Unmasked Estep 
Score: -12058814.000000 Penalty: 3727.460693
	Iteration 111Q: 3 clusters Score -1.205881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 94094 members 
Entering Unmasked Estep 
Score: -12058807.000000 Penalty: 3727.460693
	Iteration 112Q: 3 clusters Score -1.205881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -12058791.000000 Penalty: 3727.460693
	Iteration 113Q: 3 clusters Score -1.205879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 94103 members 
Entering Unmasked Estep 
Score: -12058792.000000 Penalty: 3727.460693
	Iteration 114Q: 3 clusters Score -1.205879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -12058796.000000 Penalty: 3727.460693
	Iteration 115Q: 3 clusters Score -1.20588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 94114 members 
Entering Unmasked Estep 
Score: -12058791.000000 Penalty: 3727.460693
	Iteration 116Q: 3 clusters Score -1.205879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 94116 members 
Entering Unmasked Estep 
Score: -12058788.000000 Penalty: 3727.460693
	Iteration 117Q: 3 clusters Score -1.205879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 94120 members 
Entering Unmasked Estep 
Score: -12058787.000000 Penalty: 3727.460693
	Iteration 118Q: 3 clusters Score -1.205879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -12058784.000000 Penalty: 3727.460693
	Iteration 119Q: 3 clusters Score -1.205878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 94124 members 
Entering Unmasked Estep 
Score: -12058792.000000 Penalty: 3727.460693
	Iteration 120F: 3 clusters Score -1.205879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -12058789.000000 Penalty: 3727.460693
	Iteration 121Q: 3 clusters Score -1.205879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -12058793.000000 Penalty: 3727.460693
	Iteration 122Q: 3 clusters Score -1.205879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -12058793.000000 Penalty: 3727.460693
	Iteration 123F: 3 clusters Score -1.205879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19909 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 92338 members 
Mstep: Class 5 contains 39113 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 86356 members 
Mstep: Class 9 contains 93007 members 
Mstep: Class 10 contains 16238 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 7578 members 
Mstep: Class 13 contains 49623 members 
Mstep: Class 14 contains 15999 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 93939 members 
Mstep: Class 23 contains 92006 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 68404 members 
Mstep: Class 28 contains 1839 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 9931 members 
Mstep: Class 33 contains 211 members 
Mstep: Class 34 contains 94123 members 
Entering Unmasked Estep 
Score: -102212624.000000 Penalty: 75375.343750
Splitting cluster 19 changes total score from -102211912.000000 to -102212624.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -390827.750000 Penalty: 1318.237061
	Iteration 0F: 2 clusters Score -390827.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -387915.625000 Penalty: 2636.474121
	Iteration 0F: 3 clusters Score -387915.6 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -388726.781250 Penalty: 2636.474121
	Iteration 1F: 3 clusters Score -388726.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -388982.250000 Penalty: 2636.474121
	Iteration 2F: 3 clusters Score -388982.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -389219.031250 Penalty: 2636.474121
	Iteration 3F: 3 clusters Score -389219 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -389529.750000 Penalty: 2636.474121
	Iteration 4F: 3 clusters Score -389529.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -389870.875000 Penalty: 2636.474121
	Iteration 5F: 3 clusters Score -389870.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -390087.187500 Penalty: 2636.474121
	Iteration 6F: 3 clusters Score -390087.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -390234.406250 Penalty: 2636.474121
	Iteration 7Q: 3 clusters Score -390234.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -390319.593750 Penalty: 2636.474121
	Iteration 8Q: 3 clusters Score -390319.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -390356.843750 Penalty: 2636.474121
	Iteration 9Q: 3 clusters Score -390356.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -390376.687500 Penalty: 2636.474121
	Iteration 10Q: 3 clusters Score -390376.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -390394.156250 Penalty: 2636.474121
	Iteration 11Q: 3 clusters Score -390394.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -390404.750000 Penalty: 2636.474121
	Iteration 12Q: 3 clusters Score -390404.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -390408.968750 Penalty: 2636.474121
	Iteration 13Q: 3 clusters Score -390409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -390413.125000 Penalty: 2636.474121
	Iteration 14Q: 3 clusters Score -390413.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -390418.187500 Penalty: 2636.474121
	Iteration 15Q: 3 clusters Score -390418.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -390423.531250 Penalty: 2636.474121
	Iteration 16Q: 3 clusters Score -390423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -390425.718750 Penalty: 2636.474121
	Iteration 17Q: 3 clusters Score -390425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -390426.343750 Penalty: 2636.474121
	Iteration 18Q: 3 clusters Score -390426.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -390426.343750 Penalty: 2636.474121
	Iteration 19Q: 3 clusters Score -390426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -390426.343750 Penalty: 2636.474121
	Iteration 20F: 3 clusters Score -390426.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Entering Unmasked Estep 
Score: -563245.500000 Penalty: 1371.831299
	Iteration 0F: 2 clusters Score -563245.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -559510.312500 Penalty: 2743.662598
	Iteration 0F: 3 clusters Score -559510.3 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -560691.062500 Penalty: 2743.662598
	Iteration 1F: 3 clusters Score -560691.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -560990.187500 Penalty: 2743.662598
	Iteration 2F: 3 clusters Score -560990.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -561184.625000 Penalty: 2743.662598
	Iteration 3F: 3 clusters Score -561184.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -561336.375000 Penalty: 2743.662598
	Iteration 4F: 3 clusters Score -561336.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -561501.000000 Penalty: 2743.662598
	Iteration 5Q: 3 clusters Score -561501 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -561667.625000 Penalty: 2743.662598
	Iteration 6Q: 3 clusters Score -561667.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -561824.812500 Penalty: 2743.662598
	Iteration 7Q: 3 clusters Score -561824.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -562001.000000 Penalty: 2743.662598
	Iteration 8Q: 3 clusters Score -562001 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -562181.125000 Penalty: 2743.662598
	Iteration 9Q: 3 clusters Score -562181.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -562369.125000 Penalty: 2743.662598
	Iteration 10Q: 3 clusters Score -562369.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -562499.562500 Penalty: 2743.662598
	Iteration 11Q: 3 clusters Score -562499.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -562585.375000 Penalty: 2743.662598
	Iteration 12Q: 3 clusters Score -562585.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -562639.125000 Penalty: 2743.662598
	Iteration 13Q: 3 clusters Score -562639.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -562670.500000 Penalty: 2743.662598
	Iteration 14Q: 3 clusters Score -562670.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -562689.000000 Penalty: 2743.662598
	Iteration 15Q: 3 clusters Score -562689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -562695.750000 Penalty: 2743.662598
	Iteration 16Q: 3 clusters Score -562695.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -562698.500000 Penalty: 2743.662598
	Iteration 17Q: 3 clusters Score -562698.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -562700.187500 Penalty: 2743.662598
	Iteration 18Q: 3 clusters Score -562700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -562701.625000 Penalty: 2743.662598
	Iteration 19Q: 3 clusters Score -562701.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -562703.187500 Penalty: 2743.662598
	Iteration 20F: 3 clusters Score -562703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -562703.937500 Penalty: 2743.662598
	Iteration 21Q: 3 clusters Score -562703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -562704.125000 Penalty: 2743.662598
	Iteration 22Q: 3 clusters Score -562704.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -562704.125000 Penalty: 2743.662598
	Iteration 23F: 3 clusters Score -562704.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (93939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Entering Unmasked Estep 
Score: -11765550.000000 Penalty: 1860.690186
	Iteration 0F: 2 clusters Score -1.176555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -11708396.000000 Penalty: 3721.380371
	Iteration 0F: 3 clusters Score -1.17084e+07 nChanged 45135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -11734318.000000 Penalty: 3721.380371
	Iteration 1F: 3 clusters Score -1.173432e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -11734889.000000 Penalty: 3721.380371
	Iteration 2Q: 3 clusters Score -1.173489e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -11735607.000000 Penalty: 3721.380371
	Iteration 3Q: 3 clusters Score -1.173561e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -11736511.000000 Penalty: 3721.380371
	Iteration 4Q: 3 clusters Score -1.173651e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -11737788.000000 Penalty: 3721.380371
	Iteration 5Q: 3 clusters Score -1.173779e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -11739965.000000 Penalty: 3721.380371
	Iteration 6Q: 3 clusters Score -1.173996e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -11743469.000000 Penalty: 3721.380371
	Iteration 7F: 3 clusters Score -1.174347e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -11748969.000000 Penalty: 3721.380371
	Iteration 8F: 3 clusters Score -1.174897e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -11755942.000000 Penalty: 3721.380371
	Iteration 9F: 3 clusters Score -1.175594e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -11761621.000000 Penalty: 3721.380371
	Iteration 10F: 3 clusters Score -1.176162e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90551 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -11763451.000000 Penalty: 3721.380371
	Iteration 11Q: 3 clusters Score -1.176345e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92510 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11763819.000000 Penalty: 3721.380371
	Iteration 12Q: 3 clusters Score -1.176382e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11763872.000000 Penalty: 3721.380371
	Iteration 13Q: 3 clusters Score -1.176387e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93483 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11763910.000000 Penalty: 3721.380371
	Iteration 14Q: 3 clusters Score -1.176391e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11763922.000000 Penalty: 3721.380371
	Iteration 15Q: 3 clusters Score -1.176392e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -11763922.000000 Penalty: 3721.380371
	Iteration 16Q: 3 clusters Score -1.176392e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11763972.000000 Penalty: 3721.380371
	Iteration 17Q: 3 clusters Score -1.176397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93651 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11763996.000000 Penalty: 3721.380371
	Iteration 18Q: 3 clusters Score -1.1764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93656 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11764015.000000 Penalty: 3721.380371
	Iteration 19Q: 3 clusters Score -1.176402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11764027.000000 Penalty: 3721.380371
	Iteration 20F: 3 clusters Score -1.176403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93676 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11764031.000000 Penalty: 3721.380371
	Iteration 21Q: 3 clusters Score -1.176403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11764038.000000 Penalty: 3721.380371
	Iteration 22Q: 3 clusters Score -1.176404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11764048.000000 Penalty: 3721.380371
	Iteration 23Q: 3 clusters Score -1.176405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11764053.000000 Penalty: 3721.380371
	Iteration 24Q: 3 clusters Score -1.176405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -11764059.000000 Penalty: 3721.380371
	Iteration 25Q: 3 clusters Score -1.176406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -11764073.000000 Penalty: 3721.380371
	Iteration 26Q: 3 clusters Score -1.176407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11764083.000000 Penalty: 3721.380371
	Iteration 27Q: 3 clusters Score -1.176408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11764086.000000 Penalty: 3721.380371
	Iteration 28Q: 3 clusters Score -1.176409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11764086.000000 Penalty: 3721.380371
	Iteration 29F: 3 clusters Score -1.176409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (92006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Entering Unmasked Estep 
Score: -11571106.000000 Penalty: 1857.311523
	Iteration 0F: 2 clusters Score -1.157111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -11513989.000000 Penalty: 3714.623047
	Iteration 0F: 3 clusters Score -1.151399e+07 nChanged 43950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -11539247.000000 Penalty: 3714.623047
	Iteration 1F: 3 clusters Score -1.153925e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -11539847.000000 Penalty: 3714.623047
	Iteration 2Q: 3 clusters Score -1.153985e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -11540539.000000 Penalty: 3714.623047
	Iteration 3Q: 3 clusters Score -1.154054e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -11541433.000000 Penalty: 3714.623047
	Iteration 4Q: 3 clusters Score -1.154143e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -11542687.000000 Penalty: 3714.623047
	Iteration 5Q: 3 clusters Score -1.154269e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -11544558.000000 Penalty: 3714.623047
	Iteration 6Q: 3 clusters Score -1.154456e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -11547726.000000 Penalty: 3714.623047
	Iteration 7F: 3 clusters Score -1.154773e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -11552527.000000 Penalty: 3714.623047
	Iteration 8F: 3 clusters Score -1.155253e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -11557996.000000 Penalty: 3714.623047
	Iteration 9F: 3 clusters Score -1.1558e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -11561180.000000 Penalty: 3714.623047
	Iteration 10F: 3 clusters Score -1.156118e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -11562227.000000 Penalty: 3714.623047
	Iteration 11Q: 3 clusters Score -1.156223e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -11562757.000000 Penalty: 3714.623047
	Iteration 12Q: 3 clusters Score -1.156276e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -11563233.000000 Penalty: 3714.623047
	Iteration 13Q: 3 clusters Score -1.156323e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -11563662.000000 Penalty: 3714.623047
	Iteration 14Q: 3 clusters Score -1.156366e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -11564014.000000 Penalty: 3714.623047
	Iteration 15Q: 3 clusters Score -1.156401e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -11564400.000000 Penalty: 3714.623047
	Iteration 16Q: 3 clusters Score -1.15644e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -11564703.000000 Penalty: 3714.623047
	Iteration 17Q: 3 clusters Score -1.15647e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -11564895.000000 Penalty: 3714.623047
	Iteration 18Q: 3 clusters Score -1.15649e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -11565090.000000 Penalty: 3714.623047
	Iteration 19Q: 3 clusters Score -1.156509e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -11565258.000000 Penalty: 3714.623047
	Iteration 20F: 3 clusters Score -1.156526e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -11565401.000000 Penalty: 3714.623047
	Iteration 21Q: 3 clusters Score -1.15654e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -11565539.000000 Penalty: 3714.623047
	Iteration 22Q: 3 clusters Score -1.156554e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -11565581.000000 Penalty: 3714.623047
	Iteration 23Q: 3 clusters Score -1.156558e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -11565741.000000 Penalty: 3714.623047
	Iteration 24Q: 3 clusters Score -1.156574e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -11565785.000000 Penalty: 3714.623047
	Iteration 25Q: 3 clusters Score -1.156578e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -11565801.000000 Penalty: 3714.623047
	Iteration 26Q: 3 clusters Score -1.15658e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -11565819.000000 Penalty: 3714.623047
	Iteration 27Q: 3 clusters Score -1.156582e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -11565788.000000 Penalty: 3714.623047
	Iteration 28Q: 3 clusters Score -1.156579e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -11565768.000000 Penalty: 3714.623047
	Iteration 29Q: 3 clusters Score -1.156577e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -11565774.000000 Penalty: 3714.623047
	Iteration 30Q: 3 clusters Score -1.156577e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -11565794.000000 Penalty: 3714.623047
	Iteration 31Q: 3 clusters Score -1.156579e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -11565789.000000 Penalty: 3714.623047
	Iteration 32Q: 3 clusters Score -1.156579e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -11565805.000000 Penalty: 3714.623047
	Iteration 33Q: 3 clusters Score -1.15658e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -11565799.000000 Penalty: 3714.623047
	Iteration 34Q: 3 clusters Score -1.15658e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -11565804.000000 Penalty: 3714.623047
	Iteration 35Q: 3 clusters Score -1.15658e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -11565808.000000 Penalty: 3714.623047
	Iteration 36Q: 3 clusters Score -1.156581e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -11565819.000000 Penalty: 3714.623047
	Iteration 37Q: 3 clusters Score -1.156582e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -11565809.000000 Penalty: 3714.623047
	Iteration 38Q: 3 clusters Score -1.156581e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -11565805.000000 Penalty: 3714.623047
	Iteration 39Q: 3 clusters Score -1.15658e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -11565803.000000 Penalty: 3714.623047
	Iteration 40F: 3 clusters Score -1.15658e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -11565792.000000 Penalty: 3714.623047
	Iteration 41Q: 3 clusters Score -1.156579e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -11565819.000000 Penalty: 3714.623047
	Iteration 42Q: 3 clusters Score -1.156582e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -11565837.000000 Penalty: 3714.623047
	Iteration 43Q: 3 clusters Score -1.156584e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -11565831.000000 Penalty: 3714.623047
	Iteration 44Q: 3 clusters Score -1.156583e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -11565831.000000 Penalty: 3714.623047
	Iteration 45Q: 3 clusters Score -1.156583e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -11565825.000000 Penalty: 3714.623047
	Iteration 46Q: 3 clusters Score -1.156582e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -11565834.000000 Penalty: 3714.623047
	Iteration 47Q: 3 clusters Score -1.156583e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -11565836.000000 Penalty: 3714.623047
	Iteration 48Q: 3 clusters Score -1.156584e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -11565830.000000 Penalty: 3714.623047
	Iteration 49Q: 3 clusters Score -1.156583e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -11565819.000000 Penalty: 3714.623047
	Iteration 50Q: 3 clusters Score -1.156582e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -11565808.000000 Penalty: 3714.623047
	Iteration 51Q: 3 clusters Score -1.156581e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -11565815.000000 Penalty: 3714.623047
	Iteration 52Q: 3 clusters Score -1.156582e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -11565801.000000 Penalty: 3714.623047
	Iteration 53Q: 3 clusters Score -1.15658e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -11565802.000000 Penalty: 3714.623047
	Iteration 54Q: 3 clusters Score -1.15658e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -11565796.000000 Penalty: 3714.623047
	Iteration 55Q: 3 clusters Score -1.15658e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -11565788.000000 Penalty: 3714.623047
	Iteration 56Q: 3 clusters Score -1.156579e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -11565803.000000 Penalty: 3714.623047
	Iteration 57Q: 3 clusters Score -1.15658e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -11565809.000000 Penalty: 3714.623047
	Iteration 58Q: 3 clusters Score -1.156581e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -11565812.000000 Penalty: 3714.623047
	Iteration 59Q: 3 clusters Score -1.156581e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -11565806.000000 Penalty: 3714.623047
	Iteration 60F: 3 clusters Score -1.156581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -11565826.000000 Penalty: 3714.623047
	Iteration 61Q: 3 clusters Score -1.156583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -11565819.000000 Penalty: 3714.623047
	Iteration 62Q: 3 clusters Score -1.156582e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -11565827.000000 Penalty: 3714.623047
	Iteration 63Q: 3 clusters Score -1.156583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -11565819.000000 Penalty: 3714.623047
	Iteration 64Q: 3 clusters Score -1.156582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -11565805.000000 Penalty: 3714.623047
	Iteration 65Q: 3 clusters Score -1.15658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -11565814.000000 Penalty: 3714.623047
	Iteration 66Q: 3 clusters Score -1.156581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -11565816.000000 Penalty: 3714.623047
	Iteration 67Q: 3 clusters Score -1.156582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -11565807.000000 Penalty: 3714.623047
	Iteration 68Q: 3 clusters Score -1.156581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -11565804.000000 Penalty: 3714.623047
	Iteration 69Q: 3 clusters Score -1.15658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -11565806.000000 Penalty: 3714.623047
	Iteration 70Q: 3 clusters Score -1.156581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -11565799.000000 Penalty: 3714.623047
	Iteration 71Q: 3 clusters Score -1.15658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -11565789.000000 Penalty: 3714.623047
	Iteration 72Q: 3 clusters Score -1.156579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -11565793.000000 Penalty: 3714.623047
	Iteration 73Q: 3 clusters Score -1.156579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -11565782.000000 Penalty: 3714.623047
	Iteration 74Q: 3 clusters Score -1.156578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -11565779.000000 Penalty: 3714.623047
	Iteration 75Q: 3 clusters Score -1.156578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -11565789.000000 Penalty: 3714.623047
	Iteration 76Q: 3 clusters Score -1.156579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -11565789.000000 Penalty: 3714.623047
	Iteration 77Q: 3 clusters Score -1.156579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -11565784.000000 Penalty: 3714.623047
	Iteration 78Q: 3 clusters Score -1.156578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -11565785.000000 Penalty: 3714.623047
	Iteration 79Q: 3 clusters Score -1.156578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -11565791.000000 Penalty: 3714.623047
	Iteration 80F: 3 clusters Score -1.156579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -11565786.000000 Penalty: 3714.623047
	Iteration 81Q: 3 clusters Score -1.156579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -11565782.000000 Penalty: 3714.623047
	Iteration 82Q: 3 clusters Score -1.156578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -11565780.000000 Penalty: 3714.623047
	Iteration 83Q: 3 clusters Score -1.156578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -11565797.000000 Penalty: 3714.623047
	Iteration 84Q: 3 clusters Score -1.15658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -11565803.000000 Penalty: 3714.623047
	Iteration 85Q: 3 clusters Score -1.15658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -11565799.000000 Penalty: 3714.623047
	Iteration 86Q: 3 clusters Score -1.15658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -11565795.000000 Penalty: 3714.623047
	Iteration 87Q: 3 clusters Score -1.15658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -11565798.000000 Penalty: 3714.623047
	Iteration 88Q: 3 clusters Score -1.15658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -11565796.000000 Penalty: 3714.623047
	Iteration 89Q: 3 clusters Score -1.15658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -11565796.000000 Penalty: 3714.623047
	Iteration 90Q: 3 clusters Score -1.15658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -11565791.000000 Penalty: 3714.623047
	Iteration 91Q: 3 clusters Score -1.156579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -11565794.000000 Penalty: 3714.623047
	Iteration 92Q: 3 clusters Score -1.156579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -11565797.000000 Penalty: 3714.623047
	Iteration 93Q: 3 clusters Score -1.15658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -11565786.000000 Penalty: 3714.623047
	Iteration 94Q: 3 clusters Score -1.156579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -11565778.000000 Penalty: 3714.623047
	Iteration 95Q: 3 clusters Score -1.156578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -11565774.000000 Penalty: 3714.623047
	Iteration 96Q: 3 clusters Score -1.156577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -11565777.000000 Penalty: 3714.623047
	Iteration 97Q: 3 clusters Score -1.156578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -11565781.000000 Penalty: 3714.623047
	Iteration 98Q: 3 clusters Score -1.156578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -11565783.000000 Penalty: 3714.623047
	Iteration 99Q: 3 clusters Score -1.156578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -11565778.000000 Penalty: 3714.623047
	Iteration 100F: 3 clusters Score -1.156578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -11565788.000000 Penalty: 3714.623047
	Iteration 101Q: 3 clusters Score -1.156579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -11565788.000000 Penalty: 3714.623047
	Iteration 102F: 3 clusters Score -1.156579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -286033.406250 Penalty: 1272.250366
	Iteration 0F: 2 clusters Score -286033.4 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 1244 members 
Entering Unmasked Estep 
Score: -283651.187500 Penalty: 2544.500732
	Iteration 0F: 3 clusters Score -283651.2 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -284246.250000 Penalty: 2544.500732
	Iteration 1F: 3 clusters Score -284246.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -284447.718750 Penalty: 2544.500732
	Iteration 2F: 3 clusters Score -284447.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -284612.937500 Penalty: 2544.500732
	Iteration 3F: 3 clusters Score -284612.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -284719.656250 Penalty: 2544.500732
	Iteration 4F: 3 clusters Score -284719.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -284814.531250 Penalty: 2544.500732
	Iteration 5Q: 3 clusters Score -284814.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -284936.031250 Penalty: 2544.500732
	Iteration 6Q: 3 clusters Score -284936 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -285025.656250 Penalty: 2544.500732
	Iteration 7Q: 3 clusters Score -285025.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -285113.500000 Penalty: 2544.500732
	Iteration 8Q: 3 clusters Score -285113.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -285214.656250 Penalty: 2544.500732
	Iteration 9Q: 3 clusters Score -285214.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -285312.093750 Penalty: 2544.500732
	Iteration 10Q: 3 clusters Score -285312.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -285426.406250 Penalty: 2544.500732
	Iteration 11Q: 3 clusters Score -285426.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -285520.750000 Penalty: 2544.500732
	Iteration 12Q: 3 clusters Score -285520.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -285618.500000 Penalty: 2544.500732
	Iteration 13Q: 3 clusters Score -285618.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -285746.906250 Penalty: 2544.500732
	Iteration 14Q: 3 clusters Score -285746.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -285867.437500 Penalty: 2544.500732
	Iteration 15Q: 3 clusters Score -285867.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -285943.656250 Penalty: 2544.500732
	Iteration 16Q: 3 clusters Score -285943.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -285978.531250 Penalty: 2544.500732
	Iteration 17Q: 3 clusters Score -285978.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -285990.593750 Penalty: 2544.500732
	Iteration 18Q: 3 clusters Score -285990.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -285997.687500 Penalty: 2544.500732
	Iteration 19Q: 3 clusters Score -285997.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -286002.625000 Penalty: 2544.500732
	Iteration 20F: 3 clusters Score -286002.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -286007.750000 Penalty: 2544.500732
	Iteration 21Q: 3 clusters Score -286007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -286010.500000 Penalty: 2544.500732
	Iteration 22Q: 3 clusters Score -286010.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -286011.812500 Penalty: 2544.500732
	Iteration 23Q: 3 clusters Score -286011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -286012.781250 Penalty: 2544.500732
	Iteration 24Q: 3 clusters Score -286012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -286013.468750 Penalty: 2544.500732
	Iteration 25Q: 3 clusters Score -286013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -286013.468750 Penalty: 2544.500732
	Iteration 26F: 3 clusters Score -286013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Entering Unmasked Estep 
Score: -341670.218750 Penalty: 1297.807007
	Iteration 0F: 2 clusters Score -341670.2 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 1493 members 
Entering Unmasked Estep 
Score: -338991.656250 Penalty: 2595.614014
	Iteration 0F: 3 clusters Score -338991.7 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -339764.062500 Penalty: 2595.614014
	Iteration 1F: 3 clusters Score -339764.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -340053.468750 Penalty: 2595.614014
	Iteration 2F: 3 clusters Score -340053.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -340285.875000 Penalty: 2595.614014
	Iteration 3F: 3 clusters Score -340285.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -340534.781250 Penalty: 2595.614014
	Iteration 4F: 3 clusters Score -340534.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -340774.093750 Penalty: 2595.614014
	Iteration 5F: 3 clusters Score -340774.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -340941.718750 Penalty: 2595.614014
	Iteration 6F: 3 clusters Score -340941.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -341044.750000 Penalty: 2595.614014
	Iteration 7Q: 3 clusters Score -341044.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -341106.562500 Penalty: 2595.614014
	Iteration 8Q: 3 clusters Score -341106.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -341139.843750 Penalty: 2595.614014
	Iteration 9Q: 3 clusters Score -341139.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -341167.375000 Penalty: 2595.614014
	Iteration 10Q: 3 clusters Score -341167.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -341188.093750 Penalty: 2595.614014
	Iteration 11Q: 3 clusters Score -341188.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -341203.812500 Penalty: 2595.614014
	Iteration 12Q: 3 clusters Score -341203.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -341211.750000 Penalty: 2595.614014
	Iteration 13Q: 3 clusters Score -341211.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -341216.281250 Penalty: 2595.614014
	Iteration 14Q: 3 clusters Score -341216.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -341219.625000 Penalty: 2595.614014
	Iteration 15Q: 3 clusters Score -341219.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -341223.687500 Penalty: 2595.614014
	Iteration 16Q: 3 clusters Score -341223.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -341226.406250 Penalty: 2595.614014
	Iteration 17Q: 3 clusters Score -341226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -341228.531250 Penalty: 2595.614014
	Iteration 18Q: 3 clusters Score -341228.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -341229.312500 Penalty: 2595.614014
	Iteration 19Q: 3 clusters Score -341229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -341229.218750 Penalty: 2595.614014
	Iteration 20F: 3 clusters Score -341229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -341229.500000 Penalty: 2595.614014
	Iteration 21Q: 3 clusters Score -341229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -341230.125000 Penalty: 2595.614014
	Iteration 22Q: 3 clusters Score -341230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -341231.093750 Penalty: 2595.614014
	Iteration 23Q: 3 clusters Score -341231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -341231.656250 Penalty: 2595.614014
	Iteration 24Q: 3 clusters Score -341231.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -341231.781250 Penalty: 2595.614014
	Iteration 25Q: 3 clusters Score -341231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -341231.781250 Penalty: 2595.614014
	Iteration 26F: 3 clusters Score -341231.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -683992.875000 Penalty: 1406.160645
	Iteration 0F: 2 clusters Score -683992.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -679633.125000 Penalty: 2812.321289
	Iteration 0F: 3 clusters Score -679633.1 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -680978.437500 Penalty: 2812.321289
	Iteration 1F: 3 clusters Score -680978.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -681329.875000 Penalty: 2812.321289
	Iteration 2F: 3 clusters Score -681329.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -681653.812500 Penalty: 2812.321289
	Iteration 3F: 3 clusters Score -681653.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -682023.750000 Penalty: 2812.321289
	Iteration 4F: 3 clusters Score -682023.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -682413.375000 Penalty: 2812.321289
	Iteration 5F: 3 clusters Score -682413.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -682687.187500 Penalty: 2812.321289
	Iteration 6F: 3 clusters Score -682687.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -682946.562500 Penalty: 2812.321289
	Iteration 7Q: 3 clusters Score -682946.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -683138.500000 Penalty: 2812.321289
	Iteration 8Q: 3 clusters Score -683138.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -683250.937500 Penalty: 2812.321289
	Iteration 9Q: 3 clusters Score -683250.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -683328.687500 Penalty: 2812.321289
	Iteration 10Q: 3 clusters Score -683328.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -683384.687500 Penalty: 2812.321289
	Iteration 11Q: 3 clusters Score -683384.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -683424.125000 Penalty: 2812.321289
	Iteration 12Q: 3 clusters Score -683424.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -683453.062500 Penalty: 2812.321289
	Iteration 13Q: 3 clusters Score -683453.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -683492.062500 Penalty: 2812.321289
	Iteration 14Q: 3 clusters Score -683492.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -683531.062500 Penalty: 2812.321289
	Iteration 15Q: 3 clusters Score -683531.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -683573.500000 Penalty: 2812.321289
	Iteration 16Q: 3 clusters Score -683573.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -683603.625000 Penalty: 2812.321289
	Iteration 17Q: 3 clusters Score -683603.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -683622.625000 Penalty: 2812.321289
	Iteration 18Q: 3 clusters Score -683622.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -683644.375000 Penalty: 2812.321289
	Iteration 19Q: 3 clusters Score -683644.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -683661.750000 Penalty: 2812.321289
	Iteration 20F: 3 clusters Score -683661.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -683673.375000 Penalty: 2812.321289
	Iteration 21Q: 3 clusters Score -683673.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -683685.062500 Penalty: 2812.321289
	Iteration 22Q: 3 clusters Score -683685.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -683696.312500 Penalty: 2812.321289
	Iteration 23Q: 3 clusters Score -683696.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -683707.875000 Penalty: 2812.321289
	Iteration 24Q: 3 clusters Score -683707.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -683714.562500 Penalty: 2812.321289
	Iteration 25Q: 3 clusters Score -683714.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -683721.312500 Penalty: 2812.321289
	Iteration 26Q: 3 clusters Score -683721.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -683727.062500 Penalty: 2812.321289
	Iteration 27Q: 3 clusters Score -683727.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -683733.125000 Penalty: 2812.321289
	Iteration 28Q: 3 clusters Score -683733.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -683740.437500 Penalty: 2812.321289
	Iteration 29Q: 3 clusters Score -683740.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -683748.250000 Penalty: 2812.321289
	Iteration 30Q: 3 clusters Score -683748.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -683757.812500 Penalty: 2812.321289
	Iteration 31Q: 3 clusters Score -683757.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -683765.437500 Penalty: 2812.321289
	Iteration 32Q: 3 clusters Score -683765.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -683775.375000 Penalty: 2812.321289
	Iteration 33Q: 3 clusters Score -683775.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -683783.625000 Penalty: 2812.321289
	Iteration 34Q: 3 clusters Score -683783.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -683786.562500 Penalty: 2812.321289
	Iteration 35Q: 3 clusters Score -683786.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -683790.812500 Penalty: 2812.321289
	Iteration 36Q: 3 clusters Score -683790.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -683794.937500 Penalty: 2812.321289
	Iteration 37Q: 3 clusters Score -683794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -683796.062500 Penalty: 2812.321289
	Iteration 38Q: 3 clusters Score -683796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -683799.562500 Penalty: 2812.321289
	Iteration 39Q: 3 clusters Score -683799.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -683804.125000 Penalty: 2812.321289
	Iteration 40F: 3 clusters Score -683804.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -683804.562500 Penalty: 2812.321289
	Iteration 41Q: 3 clusters Score -683804.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -683807.187500 Penalty: 2812.321289
	Iteration 42Q: 3 clusters Score -683807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -683809.187500 Penalty: 2812.321289
	Iteration 43Q: 3 clusters Score -683809.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -683811.750000 Penalty: 2812.321289
	Iteration 44Q: 3 clusters Score -683811.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -683813.125000 Penalty: 2812.321289
	Iteration 45Q: 3 clusters Score -683813.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -683816.875000 Penalty: 2812.321289
	Iteration 46Q: 3 clusters Score -683816.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -683818.875000 Penalty: 2812.321289
	Iteration 47Q: 3 clusters Score -683818.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -683820.687500 Penalty: 2812.321289
	Iteration 48Q: 3 clusters Score -683820.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -683824.750000 Penalty: 2812.321289
	Iteration 49Q: 3 clusters Score -683824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -683824.187500 Penalty: 2812.321289
	Iteration 50Q: 3 clusters Score -683824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -683826.562500 Penalty: 2812.321289
	Iteration 51Q: 3 clusters Score -683826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -683827.062500 Penalty: 2812.321289
	Iteration 52Q: 3 clusters Score -683827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -683826.437500 Penalty: 2812.321289
	Iteration 53Q: 3 clusters Score -683826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -683827.500000 Penalty: 2812.321289
	Iteration 54Q: 3 clusters Score -683827.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -683827.500000 Penalty: 2812.321289
	Iteration 55F: 3 clusters Score -683827.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (68404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Entering Unmasked Estep 
Score: -8665238.000000 Penalty: 1809.142822
	Iteration 0F: 2 clusters Score -8665238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -8624219.000000 Penalty: 3618.285645
	Iteration 0F: 3 clusters Score -8624219 nChanged 32531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -8643259.000000 Penalty: 3618.285645
	Iteration 1F: 3 clusters Score -8643259 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -8644622.000000 Penalty: 3618.285645
	Iteration 2Q: 3 clusters Score -8644622 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -8646596.000000 Penalty: 3618.285645
	Iteration 3F: 3 clusters Score -8646596 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -8649514.000000 Penalty: 3618.285645
	Iteration 4F: 3 clusters Score -8649514 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -8652860.000000 Penalty: 3618.285645
	Iteration 5F: 3 clusters Score -8652860 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -8656508.000000 Penalty: 3618.285645
	Iteration 6F: 3 clusters Score -8656508 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -8659759.000000 Penalty: 3618.285645
	Iteration 7F: 3 clusters Score -8659759 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -8661940.000000 Penalty: 3618.285645
	Iteration 8F: 3 clusters Score -8661940 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -8663043.000000 Penalty: 3618.285645
	Iteration 9Q: 3 clusters Score -8663043 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -8663452.000000 Penalty: 3618.285645
	Iteration 10Q: 3 clusters Score -8663452 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -8663796.000000 Penalty: 3618.285645
	Iteration 11Q: 3 clusters Score -8663796 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -8664009.000000 Penalty: 3618.285645
	Iteration 12Q: 3 clusters Score -8664009 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -8664091.000000 Penalty: 3618.285645
	Iteration 13Q: 3 clusters Score -8664091 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -8664214.000000 Penalty: 3618.285645
	Iteration 14Q: 3 clusters Score -8664214 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8664177.000000 Penalty: 3618.285645
	Iteration 15Q: 3 clusters Score -8664177 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8664197.000000 Penalty: 3618.285645
	Iteration 16Q: 3 clusters Score -8664197 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8664199.000000 Penalty: 3618.285645
	Iteration 17Q: 3 clusters Score -8664199 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8664204.000000 Penalty: 3618.285645
	Iteration 18Q: 3 clusters Score -8664204 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8664168.000000 Penalty: 3618.285645
	Iteration 19Q: 3 clusters Score -8664168 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8664144.000000 Penalty: 3618.285645
	Iteration 20F: 3 clusters Score -8664144 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8664113.000000 Penalty: 3618.285645
	Iteration 21Q: 3 clusters Score -8664113 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8664104.000000 Penalty: 3618.285645
	Iteration 22Q: 3 clusters Score -8664104 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8664129.000000 Penalty: 3618.285645
	Iteration 23Q: 3 clusters Score -8664129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8664111.000000 Penalty: 3618.285645
	Iteration 24Q: 3 clusters Score -8664111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8664109.000000 Penalty: 3618.285645
	Iteration 25Q: 3 clusters Score -8664109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8664100.000000 Penalty: 3618.285645
	Iteration 26Q: 3 clusters Score -8664100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8664097.000000 Penalty: 3618.285645
	Iteration 27Q: 3 clusters Score -8664097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8664087.000000 Penalty: 3618.285645
	Iteration 28Q: 3 clusters Score -8664087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8664084.000000 Penalty: 3618.285645
	Iteration 29Q: 3 clusters Score -8664084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8664080.000000 Penalty: 3618.285645
	Iteration 30Q: 3 clusters Score -8664080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8664071.000000 Penalty: 3618.285645
	Iteration 31Q: 3 clusters Score -8664071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8664069.000000 Penalty: 3618.285645
	Iteration 32Q: 3 clusters Score -8664069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8664074.000000 Penalty: 3618.285645
	Iteration 33Q: 3 clusters Score -8664074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8664073.000000 Penalty: 3618.285645
	Iteration 34Q: 3 clusters Score -8664073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8664060.000000 Penalty: 3618.285645
	Iteration 35Q: 3 clusters Score -8664060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8664067.000000 Penalty: 3618.285645
	Iteration 36Q: 3 clusters Score -8664067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8664066.000000 Penalty: 3618.285645
	Iteration 37Q: 3 clusters Score -8664066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8664070.000000 Penalty: 3618.285645
	Iteration 38Q: 3 clusters Score -8664070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8664062.000000 Penalty: 3618.285645
	Iteration 39Q: 3 clusters Score -8664062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8664062.000000 Penalty: 3618.285645
	Iteration 40F: 3 clusters Score -8664062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -203623.437500 Penalty: 1221.508789
	Iteration 0F: 2 clusters Score -203623.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -201678.906250 Penalty: 2443.017578
	Iteration 0F: 3 clusters Score -201678.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -202252.500000 Penalty: 2443.017578
	Iteration 1F: 3 clusters Score -202252.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -202572.609375 Penalty: 2443.017578
	Iteration 2F: 3 clusters Score -202572.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202883.468750 Penalty: 2443.017578
	Iteration 3F: 3 clusters Score -202883.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -203146.593750 Penalty: 2443.017578
	Iteration 4F: 3 clusters Score -203146.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -203373.562500 Penalty: 2443.017578
	Iteration 5F: 3 clusters Score -203373.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -203530.750000 Penalty: 2443.017578
	Iteration 6Q: 3 clusters Score -203530.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -203640.859375 Penalty: 2443.017578
	Iteration 7Q: 3 clusters Score -203640.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -203725.343750 Penalty: 2443.017578
	Iteration 8Q: 3 clusters Score -203725.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -203791.671875 Penalty: 2443.017578
	Iteration 9Q: 3 clusters Score -203791.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -203829.109375 Penalty: 2443.017578
	Iteration 10Q: 3 clusters Score -203829.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -203863.750000 Penalty: 2443.017578
	Iteration 11Q: 3 clusters Score -203863.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -203902.562500 Penalty: 2443.017578
	Iteration 12Q: 3 clusters Score -203902.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203939.390625 Penalty: 2443.017578
	Iteration 13Q: 3 clusters Score -203939.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -203958.250000 Penalty: 2443.017578
	Iteration 14Q: 3 clusters Score -203958.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -203969.171875 Penalty: 2443.017578
	Iteration 15Q: 3 clusters Score -203969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -203978.484375 Penalty: 2443.017578
	Iteration 16Q: 3 clusters Score -203978.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -203982.484375 Penalty: 2443.017578
	Iteration 17Q: 3 clusters Score -203982.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -203987.296875 Penalty: 2443.017578
	Iteration 18Q: 3 clusters Score -203987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -203989.968750 Penalty: 2443.017578
	Iteration 19Q: 3 clusters Score -203990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -203990.750000 Penalty: 2443.017578
	Iteration 20F: 3 clusters Score -203990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -203992.343750 Penalty: 2443.017578
	Iteration 21Q: 3 clusters Score -203992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -203995.953125 Penalty: 2443.017578
	Iteration 22Q: 3 clusters Score -203996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -203998.468750 Penalty: 2443.017578
	Iteration 23Q: 3 clusters Score -203998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -203998.468750 Penalty: 2443.017578
	Iteration 24F: 3 clusters Score -203998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19909 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 92338 members 
Mstep: Class 5 contains 39113 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 86356 members 
Mstep: Class 9 contains 93007 members 
Mstep: Class 10 contains 16238 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 7578 members 
Mstep: Class 13 contains 49623 members 
Mstep: Class 14 contains 15999 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 93939 members 
Mstep: Class 23 contains 92006 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 68404 members 
Mstep: Class 28 contains 855 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 9931 members 
Mstep: Class 33 contains 211 members 
Mstep: Class 34 contains 94123 members 
Mstep: Class 35 contains 984 members 
Entering Unmasked Estep 
Score: -102211976.000000 Penalty: 77592.265625
Splitting cluster 28 changes total score from -102211912.000000 to -102211976.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19909 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 92338 members 
Mstep: Class 5 contains 39113 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 86356 members 
Mstep: Class 9 contains 93007 members 
Mstep: Class 10 contains 16238 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 7578 members 
Mstep: Class 13 contains 49623 members 
Mstep: Class 14 contains 15999 members 
Mstep: Class 15 contains 15069 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 93939 members 
Mstep: Class 23 contains 92006 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 68404 members 
Mstep: Class 28 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 33. Lose 1971.830933 but Gain 2216.921875
Score: -102214504.000000 Penalty: 75375.343750
Iteration 79Q: 35 clusters Score -1.022145e+08 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19840 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 4 contains 92625 members 
Mstep: Class 5 contains 38981 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 86649 members 
Mstep: Class 9 contains 92744 members 
Mstep: Class 10 contains 16131 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 7650 members 
Mstep: Class 13 contains 49664 members 
Mstep: Class 14 contains 16069 members 
Mstep: Class 15 contains 15256 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 13752 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 3243 members 
Mstep: Class 21 contains 4689 members 
Mstep: Class 22 contains 94032 members 
Mstep: Class 23 contains 91875 members 
Mstep: Class 24 contains 2536 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 5731 members 
Mstep: Class 27 contains 68443 members 
Mstep: Class 28 contains 909 members 
Mstep: Class 29 contains 273 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 236 members 
Mstep: Class 32 contains 9376 members 
Mstep: Class 34 contains 93610 members 
Mstep: Class 35 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218248.000000 Penalty: 75375.343750
Iteration 80F: 35 clusters Score -1.022182e+08 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19664 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 92622 members 
Mstep: Class 5 contains 38643 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 86907 members 
Mstep: Class 9 contains 92573 members 
Mstep: Class 10 contains 16050 members 
Mstep: Class 11 contains 302 members 
Mstep: Class 12 contains 7696 members 
Mstep: Class 13 contains 49621 members 
Mstep: Class 14 contains 16145 members 
Mstep: Class 15 contains 15424 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 13739 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 1845 members 
Mstep: Class 20 contains 3110 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 94095 members 
Mstep: Class 23 contains 91737 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 5615 members 
Mstep: Class 27 contains 67896 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 283 members 
Mstep: Class 30 contains 487 members 
Mstep: Class 31 contains 238 members 
Mstep: Class 32 contains 9530 members 
Mstep: Class 34 contains 94162 members 
Mstep: Class 35 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219112.000000 Penalty: 75375.343750
Iteration 81Q: 35 clusters Score -1.022191e+08 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19537 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 92689 members 
Mstep: Class 5 contains 38361 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 87131 members 
Mstep: Class 9 contains 92377 members 
Mstep: Class 10 contains 15972 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 7748 members 
Mstep: Class 13 contains 49541 members 
Mstep: Class 14 contains 16200 members 
Mstep: Class 15 contains 15628 members 
Mstep: Class 16 contains 1409 members 
Mstep: Class 17 contains 13720 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 20 contains 3046 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 94193 members 
Mstep: Class 23 contains 91596 members 
Mstep: Class 24 contains 2559 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67546 members 
Mstep: Class 28 contains 978 members 
Mstep: Class 29 contains 288 members 
Mstep: Class 30 contains 515 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9575 members 
Mstep: Class 34 contains 94462 members 
Mstep: Class 35 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219408.000000 Penalty: 75375.343750
Iteration 82Q: 35 clusters Score -1.022194e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 19441 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92755 members 
Mstep: Class 5 contains 38105 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 3893 members 
Mstep: Class 8 contains 87347 members 
Mstep: Class 9 contains 92240 members 
Mstep: Class 10 contains 15897 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 7776 members 
Mstep: Class 13 contains 49450 members 
Mstep: Class 14 contains 16253 members 
Mstep: Class 15 contains 15795 members 
Mstep: Class 16 contains 1401 members 
Mstep: Class 17 contains 13720 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 4783 members 
Mstep: Class 22 contains 94314 members 
Mstep: Class 23 contains 91438 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 67295 members 
Mstep: Class 28 contains 1004 members 
Mstep: Class 29 contains 288 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9615 members 
Mstep: Class 34 contains 94648 members 
Mstep: Class 35 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219368.000000 Penalty: 75375.343750
Iteration 83Q: 35 clusters Score -1.022194e+08 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19365 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 92820 members 
Mstep: Class 5 contains 37877 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 87567 members 
Mstep: Class 9 contains 92104 members 
Mstep: Class 10 contains 15828 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 7800 members 
Mstep: Class 13 contains 49337 members 
Mstep: Class 14 contains 16304 members 
Mstep: Class 15 contains 15950 members 
Mstep: Class 16 contains 1397 members 
Mstep: Class 17 contains 13705 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 2121 members 
Mstep: Class 20 contains 2973 members 
Mstep: Class 21 contains 4835 members 
Mstep: Class 22 contains 94376 members 
Mstep: Class 23 contains 91309 members 
Mstep: Class 24 contains 2554 members 
Mstep: Class 25 contains 3004 members 
Mstep: Class 26 contains 5473 members 
Mstep: Class 27 contains 67067 members 
Mstep: Class 28 contains 1022 members 
Mstep: Class 29 contains 289 members 
Mstep: Class 30 contains 543 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9649 members 
Mstep: Class 34 contains 94808 members 
Mstep: Class 35 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219168.000000 Penalty: 75375.343750
Iteration 84Q: 35 clusters Score -1.022192e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19290 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 92894 members 
Mstep: Class 5 contains 37676 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 87734 members 
Mstep: Class 9 contains 92001 members 
Mstep: Class 10 contains 15770 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 49247 members 
Mstep: Class 14 contains 16330 members 
Mstep: Class 15 contains 16095 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 13679 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 4881 members 
Mstep: Class 22 contains 94504 members 
Mstep: Class 23 contains 91142 members 
Mstep: Class 24 contains 2549 members 
Mstep: Class 25 contains 3014 members 
Mstep: Class 26 contains 5460 members 
Mstep: Class 27 contains 66885 members 
Mstep: Class 28 contains 1032 members 
Mstep: Class 29 contains 290 members 
Mstep: Class 30 contains 549 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9668 members 
Mstep: Class 34 contains 94968 members 
Mstep: Class 35 contains 1096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218776.000000 Penalty: 75375.343750
Iteration 85Q: 35 clusters Score -1.022188e+08 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19226 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 92966 members 
Mstep: Class 5 contains 37504 members 
Mstep: Class 6 contains 3107 members 
Mstep: Class 7 contains 3837 members 
Mstep: Class 8 contains 87962 members 
Mstep: Class 9 contains 91929 members 
Mstep: Class 10 contains 15708 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7823 members 
Mstep: Class 13 contains 49128 members 
Mstep: Class 14 contains 16360 members 
Mstep: Class 15 contains 16232 members 
Mstep: Class 16 contains 1400 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 2245 members 
Mstep: Class 20 contains 2940 members 
Mstep: Class 21 contains 4916 members 
Mstep: Class 22 contains 94580 members 
Mstep: Class 23 contains 90962 members 
Mstep: Class 24 contains 2547 members 
Mstep: Class 25 contains 3021 members 
Mstep: Class 26 contains 5437 members 
Mstep: Class 27 contains 66721 members 
Mstep: Class 28 contains 1044 members 
Mstep: Class 29 contains 289 members 
Mstep: Class 30 contains 554 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9702 members 
Mstep: Class 34 contains 95103 members 
Mstep: Class 35 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218440.000000 Penalty: 75375.343750
Iteration 86Q: 35 clusters Score -1.022184e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19181 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93039 members 
Mstep: Class 5 contains 37336 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 3823 members 
Mstep: Class 8 contains 88205 members 
Mstep: Class 9 contains 91832 members 
Mstep: Class 10 contains 15648 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7843 members 
Mstep: Class 13 contains 48990 members 
Mstep: Class 14 contains 16370 members 
Mstep: Class 15 contains 16361 members 
Mstep: Class 16 contains 1399 members 
Mstep: Class 17 contains 13652 members 
Mstep: Class 18 contains 1767 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 2932 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 94667 members 
Mstep: Class 23 contains 90819 members 
Mstep: Class 24 contains 2550 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 66593 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 290 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9722 members 
Mstep: Class 34 contains 95191 members 
Mstep: Class 35 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217680.000000 Penalty: 75375.343750
Iteration 87Q: 35 clusters Score -1.022177e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19145 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93106 members 
Mstep: Class 5 contains 37148 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 8 contains 88444 members 
Mstep: Class 9 contains 91756 members 
Mstep: Class 10 contains 15595 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7854 members 
Mstep: Class 13 contains 48857 members 
Mstep: Class 14 contains 16368 members 
Mstep: Class 15 contains 16485 members 
Mstep: Class 16 contains 1398 members 
Mstep: Class 17 contains 13648 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 2926 members 
Mstep: Class 21 contains 4976 members 
Mstep: Class 22 contains 94729 members 
Mstep: Class 23 contains 90696 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 3028 members 
Mstep: Class 26 contains 5410 members 
Mstep: Class 27 contains 66462 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 290 members 
Mstep: Class 30 contains 563 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 34 contains 95303 members 
Mstep: Class 35 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217656.000000 Penalty: 75375.343750
Iteration 88Q: 35 clusters Score -1.022177e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19103 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93150 members 
Mstep: Class 5 contains 36972 members 
Mstep: Class 6 contains 3200 members 
Mstep: Class 7 contains 3813 members 
Mstep: Class 8 contains 88675 members 
Mstep: Class 9 contains 91679 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 48717 members 
Mstep: Class 14 contains 16362 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 1398 members 
Mstep: Class 17 contains 13647 members 
Mstep: Class 18 contains 1777 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 2924 members 
Mstep: Class 21 contains 4997 members 
Mstep: Class 22 contains 94786 members 
Mstep: Class 23 contains 90588 members 
Mstep: Class 24 contains 2549 members 
Mstep: Class 25 contains 3029 members 
Mstep: Class 26 contains 5401 members 
Mstep: Class 27 contains 66348 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 290 members 
Mstep: Class 30 contains 568 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9753 members 
Mstep: Class 34 contains 95413 members 
Mstep: Class 35 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217472.000000 Penalty: 75375.343750
Iteration 89Q: 35 clusters Score -1.022175e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19053 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93194 members 
Mstep: Class 5 contains 36796 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 88916 members 
Mstep: Class 9 contains 91598 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7868 members 
Mstep: Class 13 contains 48609 members 
Mstep: Class 14 contains 16368 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 1398 members 
Mstep: Class 17 contains 13623 members 
Mstep: Class 18 contains 1781 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 2939 members 
Mstep: Class 21 contains 5016 members 
Mstep: Class 22 contains 94775 members 
Mstep: Class 23 contains 90508 members 
Mstep: Class 24 contains 2548 members 
Mstep: Class 25 contains 3029 members 
Mstep: Class 26 contains 5402 members 
Mstep: Class 27 contains 66248 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 290 members 
Mstep: Class 30 contains 570 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9768 members 
Mstep: Class 34 contains 95504 members 
Mstep: Class 35 contains 1131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217176.000000 Penalty: 75375.343750
Iteration 90Q: 35 clusters Score -1.022172e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19007 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93231 members 
Mstep: Class 5 contains 36653 members 
Mstep: Class 6 contains 3234 members 
Mstep: Class 7 contains 3796 members 
Mstep: Class 8 contains 89107 members 
Mstep: Class 9 contains 91488 members 
Mstep: Class 10 contains 15455 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7870 members 
Mstep: Class 13 contains 48518 members 
Mstep: Class 14 contains 16363 members 
Mstep: Class 15 contains 16971 members 
Mstep: Class 16 contains 1401 members 
Mstep: Class 17 contains 13604 members 
Mstep: Class 18 contains 1782 members 
Mstep: Class 19 contains 2555 members 
Mstep: Class 20 contains 2938 members 
Mstep: Class 21 contains 5028 members 
Mstep: Class 22 contains 94802 members 
Mstep: Class 23 contains 90429 members 
Mstep: Class 24 contains 2548 members 
Mstep: Class 25 contains 3036 members 
Mstep: Class 26 contains 5397 members 
Mstep: Class 27 contains 66144 members 
Mstep: Class 28 contains 1070 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 571 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9781 members 
Mstep: Class 34 contains 95566 members 
Mstep: Class 35 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217160.000000 Penalty: 75375.343750
Iteration 91Q: 35 clusters Score -1.022172e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18953 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 93277 members 
Mstep: Class 5 contains 36516 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 3788 members 
Mstep: Class 8 contains 89262 members 
Mstep: Class 9 contains 91435 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7877 members 
Mstep: Class 13 contains 48437 members 
Mstep: Class 14 contains 16352 members 
Mstep: Class 15 contains 17123 members 
Mstep: Class 16 contains 1400 members 
Mstep: Class 17 contains 13585 members 
Mstep: Class 18 contains 1784 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 2936 members 
Mstep: Class 21 contains 5059 members 
Mstep: Class 22 contains 94840 members 
Mstep: Class 23 contains 90332 members 
Mstep: Class 24 contains 2551 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 5394 members 
Mstep: Class 27 contains 66024 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 572 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9798 members 
Mstep: Class 34 contains 95634 members 
Mstep: Class 35 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217104.000000 Penalty: 75375.343750
Iteration 92Q: 35 clusters Score -1.022171e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18908 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 93278 members 
Mstep: Class 5 contains 36386 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 89415 members 
Mstep: Class 9 contains 91389 members 
Mstep: Class 10 contains 15360 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7882 members 
Mstep: Class 13 contains 48349 members 
Mstep: Class 14 contains 16352 members 
Mstep: Class 15 contains 17272 members 
Mstep: Class 16 contains 1401 members 
Mstep: Class 17 contains 13565 members 
Mstep: Class 18 contains 1784 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 5081 members 
Mstep: Class 22 contains 94883 members 
Mstep: Class 23 contains 90241 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 5388 members 
Mstep: Class 27 contains 65946 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 573 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 9815 members 
Mstep: Class 34 contains 95704 members 
Mstep: Class 35 contains 1154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216848.000000 Penalty: 75375.343750
Iteration 93Q: 35 clusters Score -1.022168e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18862 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 93308 members 
Mstep: Class 5 contains 36255 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 89547 members 
Mstep: Class 9 contains 91352 members 
Mstep: Class 10 contains 15307 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7893 members 
Mstep: Class 13 contains 48270 members 
Mstep: Class 14 contains 16352 members 
Mstep: Class 15 contains 17444 members 
Mstep: Class 16 contains 1402 members 
Mstep: Class 17 contains 13532 members 
Mstep: Class 18 contains 1785 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 5086 members 
Mstep: Class 22 contains 94937 members 
Mstep: Class 23 contains 90107 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 5388 members 
Mstep: Class 27 contains 65876 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 576 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 9840 members 
Mstep: Class 34 contains 95750 members 
Mstep: Class 35 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216592.000000 Penalty: 75375.343750
Iteration 94Q: 35 clusters Score -1.022166e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18826 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 93316 members 
Mstep: Class 5 contains 36148 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 89700 members 
Mstep: Class 9 contains 91308 members 
Mstep: Class 10 contains 15247 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 48202 members 
Mstep: Class 14 contains 16372 members 
Mstep: Class 15 contains 17622 members 
Mstep: Class 16 contains 1403 members 
Mstep: Class 17 contains 13501 members 
Mstep: Class 18 contains 1785 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 5096 members 
Mstep: Class 22 contains 94953 members 
Mstep: Class 23 contains 89994 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 3060 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 65825 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 290 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 9857 members 
Mstep: Class 34 contains 95775 members 
Mstep: Class 35 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216488.000000 Penalty: 75375.343750
Iteration 95Q: 35 clusters Score -1.022165e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18797 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 93340 members 
Mstep: Class 5 contains 36034 members 
Mstep: Class 6 contains 3279 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 89851 members 
Mstep: Class 9 contains 91261 members 
Mstep: Class 10 contains 15195 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 7898 members 
Mstep: Class 13 contains 48129 members 
Mstep: Class 14 contains 16380 members 
Mstep: Class 15 contains 17816 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 13475 members 
Mstep: Class 18 contains 1784 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 2963 members 
Mstep: Class 21 contains 5106 members 
Mstep: Class 22 contains 94961 members 
Mstep: Class 23 contains 89869 members 
Mstep: Class 24 contains 2550 members 
Mstep: Class 25 contains 3068 members 
Mstep: Class 26 contains 5386 members 
Mstep: Class 27 contains 65780 members 
Mstep: Class 28 contains 1076 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9867 members 
Mstep: Class 34 contains 95797 members 
Mstep: Class 35 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216232.000000 Penalty: 75375.343750
Iteration 96Q: 35 clusters Score -1.022162e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18763 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 93359 members 
Mstep: Class 5 contains 35930 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 8 contains 89957 members 
Mstep: Class 9 contains 91225 members 
Mstep: Class 10 contains 15155 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 7898 members 
Mstep: Class 13 contains 48055 members 
Mstep: Class 14 contains 16384 members 
Mstep: Class 15 contains 17997 members 
Mstep: Class 16 contains 1404 members 
Mstep: Class 17 contains 13450 members 
Mstep: Class 18 contains 1783 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 5110 members 
Mstep: Class 22 contains 95028 members 
Mstep: Class 23 contains 89734 members 
Mstep: Class 24 contains 2550 members 
Mstep: Class 25 contains 3072 members 
Mstep: Class 26 contains 5390 members 
Mstep: Class 27 contains 65725 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 294 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9878 members 
Mstep: Class 34 contains 95824 members 
Mstep: Class 35 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215824.000000 Penalty: 75375.343750
Iteration 97Q: 35 clusters Score -1.022158e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18737 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 93366 members 
Mstep: Class 5 contains 35840 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 90083 members 
Mstep: Class 9 contains 91191 members 
Mstep: Class 10 contains 15107 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 47983 members 
Mstep: Class 14 contains 16390 members 
Mstep: Class 15 contains 18163 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 13419 members 
Mstep: Class 18 contains 1783 members 
Mstep: Class 19 contains 3028 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 5112 members 
Mstep: Class 22 contains 95090 members 
Mstep: Class 23 contains 89604 members 
Mstep: Class 24 contains 2554 members 
Mstep: Class 25 contains 3080 members 
Mstep: Class 26 contains 5393 members 
Mstep: Class 27 contains 65671 members 
Mstep: Class 28 contains 1077 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 583 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9879 members 
Mstep: Class 34 contains 95833 members 
Mstep: Class 35 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215656.000000 Penalty: 75375.343750
Iteration 98Q: 35 clusters Score -1.022157e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18717 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93376 members 
Mstep: Class 5 contains 35755 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 3745 members 
Mstep: Class 8 contains 90209 members 
Mstep: Class 9 contains 91106 members 
Mstep: Class 10 contains 15055 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 7905 members 
Mstep: Class 13 contains 47907 members 
Mstep: Class 14 contains 16402 members 
Mstep: Class 15 contains 18335 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 13380 members 
Mstep: Class 18 contains 1783 members 
Mstep: Class 19 contains 3097 members 
Mstep: Class 20 contains 2965 members 
Mstep: Class 21 contains 5114 members 
Mstep: Class 22 contains 95161 members 
Mstep: Class 23 contains 89496 members 
Mstep: Class 24 contains 2554 members 
Mstep: Class 25 contains 3088 members 
Mstep: Class 26 contains 5404 members 
Mstep: Class 27 contains 65617 members 
Mstep: Class 28 contains 1082 members 
Mstep: Class 29 contains 294 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9882 members 
Mstep: Class 34 contains 95841 members 
Mstep: Class 35 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215584.000000 Penalty: 75375.343750
Iteration 99Q: 35 clusters Score -1.022156e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18685 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93379 members 
Mstep: Class 5 contains 35655 members 
Mstep: Class 6 contains 3307 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 90367 members 
Mstep: Class 9 contains 91063 members 
Mstep: Class 10 contains 15013 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 7905 members 
Mstep: Class 13 contains 47817 members 
Mstep: Class 14 contains 16416 members 
Mstep: Class 15 contains 18508 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 13353 members 
Mstep: Class 18 contains 1782 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 2967 members 
Mstep: Class 21 contains 5118 members 
Mstep: Class 22 contains 95191 members 
Mstep: Class 23 contains 89382 members 
Mstep: Class 24 contains 2553 members 
Mstep: Class 25 contains 3099 members 
Mstep: Class 26 contains 5415 members 
Mstep: Class 27 contains 65553 members 
Mstep: Class 28 contains 1088 members 
Mstep: Class 29 contains 294 members 
Mstep: Class 30 contains 587 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 34 contains 95869 members 
Mstep: Class 35 contains 1228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215568.000000 Penalty: 75375.343750
Iteration 100F: 35 clusters Score -1.022156e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18674 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93368 members 
Mstep: Class 5 contains 35585 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 8 contains 90507 members 
Mstep: Class 9 contains 91048 members 
Mstep: Class 10 contains 14970 members 
Mstep: Class 11 contains 282 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 47732 members 
Mstep: Class 14 contains 16424 members 
Mstep: Class 15 contains 18669 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 13331 members 
Mstep: Class 18 contains 1782 members 
Mstep: Class 19 contains 3209 members 
Mstep: Class 20 contains 2972 members 
Mstep: Class 21 contains 5122 members 
Mstep: Class 22 contains 95212 members 
Mstep: Class 23 contains 89245 members 
Mstep: Class 24 contains 2551 members 
Mstep: Class 25 contains 3107 members 
Mstep: Class 26 contains 5426 members 
Mstep: Class 27 contains 65479 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 298 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 34 contains 95900 members 
Mstep: Class 35 contains 1239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215536.000000 Penalty: 75375.343750
Iteration 101Q: 35 clusters Score -1.022155e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18663 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93354 members 
Mstep: Class 5 contains 35535 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 3745 members 
Mstep: Class 8 contains 90647 members 
Mstep: Class 9 contains 91017 members 
Mstep: Class 10 contains 14932 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 7913 members 
Mstep: Class 13 contains 47637 members 
Mstep: Class 14 contains 16428 members 
Mstep: Class 15 contains 18817 members 
Mstep: Class 16 contains 1408 members 
Mstep: Class 17 contains 13313 members 
Mstep: Class 18 contains 1783 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 95261 members 
Mstep: Class 23 contains 89117 members 
Mstep: Class 24 contains 2549 members 
Mstep: Class 25 contains 3107 members 
Mstep: Class 26 contains 5430 members 
Mstep: Class 27 contains 65422 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9884 members 
Mstep: Class 34 contains 95922 members 
Mstep: Class 35 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215568.000000 Penalty: 75375.343750
Iteration 102Q: 35 clusters Score -1.022156e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18643 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93358 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 3319 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 8 contains 90814 members 
Mstep: Class 9 contains 90945 members 
Mstep: Class 10 contains 14889 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 7907 members 
Mstep: Class 13 contains 47547 members 
Mstep: Class 14 contains 16445 members 
Mstep: Class 15 contains 18983 members 
Mstep: Class 16 contains 1409 members 
Mstep: Class 17 contains 13300 members 
Mstep: Class 18 contains 1784 members 
Mstep: Class 19 contains 3300 members 
Mstep: Class 20 contains 2963 members 
Mstep: Class 21 contains 5135 members 
Mstep: Class 22 contains 95272 members 
Mstep: Class 23 contains 89017 members 
Mstep: Class 24 contains 2547 members 
Mstep: Class 25 contains 3109 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 65349 members 
Mstep: Class 28 contains 1104 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 602 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9887 members 
Mstep: Class 34 contains 95953 members 
Mstep: Class 35 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215528.000000 Penalty: 75375.343750
Iteration 103Q: 35 clusters Score -1.022155e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18622 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93390 members 
Mstep: Class 5 contains 35417 members 
Mstep: Class 6 contains 3335 members 
Mstep: Class 7 contains 3741 members 
Mstep: Class 8 contains 90955 members 
Mstep: Class 9 contains 90852 members 
Mstep: Class 10 contains 14845 members 
Mstep: Class 11 contains 275 members 
Mstep: Class 12 contains 7900 members 
Mstep: Class 13 contains 47458 members 
Mstep: Class 14 contains 16461 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 13280 members 
Mstep: Class 18 contains 1786 members 
Mstep: Class 19 contains 3347 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 5140 members 
Mstep: Class 22 contains 95267 members 
Mstep: Class 23 contains 88923 members 
Mstep: Class 24 contains 2543 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 65289 members 
Mstep: Class 28 contains 1109 members 
Mstep: Class 29 contains 289 members 
Mstep: Class 30 contains 604 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 9888 members 
Mstep: Class 34 contains 95986 members 
Mstep: Class 35 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215048.000000 Penalty: 75375.343750
Iteration 104Q: 35 clusters Score -1.02215e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18593 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93392 members 
Mstep: Class 5 contains 35351 members 
Mstep: Class 6 contains 3349 members 
Mstep: Class 7 contains 3740 members 
Mstep: Class 8 contains 91102 members 
Mstep: Class 9 contains 90729 members 
Mstep: Class 10 contains 14800 members 
Mstep: Class 11 contains 275 members 
Mstep: Class 12 contains 7902 members 
Mstep: Class 13 contains 47352 members 
Mstep: Class 14 contains 16487 members 
Mstep: Class 15 contains 19399 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 13271 members 
Mstep: Class 18 contains 1787 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 2965 members 
Mstep: Class 21 contains 5144 members 
Mstep: Class 22 contains 95244 members 
Mstep: Class 23 contains 88868 members 
Mstep: Class 24 contains 2543 members 
Mstep: Class 25 contains 3111 members 
Mstep: Class 26 contains 5439 members 
Mstep: Class 27 contains 65227 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 288 members 
Mstep: Class 30 contains 605 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 9889 members 
Mstep: Class 34 contains 96010 members 
Mstep: Class 35 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214824.000000 Penalty: 75375.343750
Iteration 105Q: 35 clusters Score -1.022148e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18565 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93380 members 
Mstep: Class 5 contains 35297 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 91273 members 
Mstep: Class 9 contains 90614 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 274 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 47234 members 
Mstep: Class 14 contains 16510 members 
Mstep: Class 15 contains 19640 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 13256 members 
Mstep: Class 18 contains 1789 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 2970 members 
Mstep: Class 21 contains 5145 members 
Mstep: Class 22 contains 95188 members 
Mstep: Class 23 contains 88799 members 
Mstep: Class 24 contains 2543 members 
Mstep: Class 25 contains 3113 members 
Mstep: Class 26 contains 5442 members 
Mstep: Class 27 contains 65174 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 289 members 
Mstep: Class 30 contains 607 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9889 members 
Mstep: Class 34 contains 96043 members 
Mstep: Class 35 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214680.000000 Penalty: 75375.343750
Iteration 106Q: 35 clusters Score -1.022147e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18538 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93394 members 
Mstep: Class 5 contains 35241 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 91430 members 
Mstep: Class 9 contains 90450 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 273 members 
Mstep: Class 12 contains 7895 members 
Mstep: Class 13 contains 47103 members 
Mstep: Class 14 contains 16540 members 
Mstep: Class 15 contains 19904 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 13229 members 
Mstep: Class 18 contains 1792 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 2975 members 
Mstep: Class 21 contains 5149 members 
Mstep: Class 22 contains 95162 members 
Mstep: Class 23 contains 88751 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 3114 members 
Mstep: Class 26 contains 5440 members 
Mstep: Class 27 contains 65121 members 
Mstep: Class 28 contains 1129 members 
Mstep: Class 29 contains 289 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 246 members 
Mstep: Class 32 contains 9889 members 
Mstep: Class 34 contains 96079 members 
Mstep: Class 35 contains 1309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214632.000000 Penalty: 75375.343750
Iteration 107Q: 35 clusters Score -1.022146e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18515 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93430 members 
Mstep: Class 5 contains 35200 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 91555 members 
Mstep: Class 9 contains 90309 members 
Mstep: Class 10 contains 14678 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 46988 members 
Mstep: Class 14 contains 16566 members 
Mstep: Class 15 contains 20178 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 13194 members 
Mstep: Class 18 contains 1792 members 
Mstep: Class 19 contains 3531 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 21 contains 5152 members 
Mstep: Class 22 contains 95118 members 
Mstep: Class 23 contains 88680 members 
Mstep: Class 24 contains 2546 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 5442 members 
Mstep: Class 27 contains 65071 members 
Mstep: Class 28 contains 1137 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 34 contains 96107 members 
Mstep: Class 35 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214392.000000 Penalty: 75375.343750
Iteration 108Q: 35 clusters Score -1.022144e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18496 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93459 members 
Mstep: Class 5 contains 35142 members 
Mstep: Class 6 contains 3372 members 
Mstep: Class 7 contains 3741 members 
Mstep: Class 8 contains 91697 members 
Mstep: Class 9 contains 90153 members 
Mstep: Class 10 contains 14632 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7885 members 
Mstep: Class 13 contains 46866 members 
Mstep: Class 14 contains 16600 members 
Mstep: Class 15 contains 20439 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 13180 members 
Mstep: Class 18 contains 1792 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 5155 members 
Mstep: Class 22 contains 95089 members 
Mstep: Class 23 contains 88615 members 
Mstep: Class 24 contains 2543 members 
Mstep: Class 25 contains 3118 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 65009 members 
Mstep: Class 28 contains 1142 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 34 contains 96132 members 
Mstep: Class 35 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213880.000000 Penalty: 75375.343750
Iteration 109Q: 35 clusters Score -1.022139e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18475 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93472 members 
Mstep: Class 5 contains 35067 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 91814 members 
Mstep: Class 9 contains 90013 members 
Mstep: Class 10 contains 14588 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7880 members 
Mstep: Class 13 contains 46768 members 
Mstep: Class 14 contains 16624 members 
Mstep: Class 15 contains 20719 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 13164 members 
Mstep: Class 18 contains 1793 members 
Mstep: Class 19 contains 3626 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 5160 members 
Mstep: Class 22 contains 95109 members 
Mstep: Class 23 contains 88497 members 
Mstep: Class 24 contains 2544 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 5450 members 
Mstep: Class 27 contains 64961 members 
Mstep: Class 28 contains 1144 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9889 members 
Mstep: Class 34 contains 96173 members 
Mstep: Class 35 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213944.000000 Penalty: 75375.343750
Iteration 110Q: 35 clusters Score -1.022139e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18460 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93475 members 
Mstep: Class 5 contains 34994 members 
Mstep: Class 6 contains 3379 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 91968 members 
Mstep: Class 9 contains 89850 members 
Mstep: Class 10 contains 14543 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7874 members 
Mstep: Class 13 contains 46664 members 
Mstep: Class 14 contains 16643 members 
Mstep: Class 15 contains 20990 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 13153 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 3671 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 5159 members 
Mstep: Class 22 contains 95129 members 
Mstep: Class 23 contains 88402 members 
Mstep: Class 24 contains 2544 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 5448 members 
Mstep: Class 27 contains 64908 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9891 members 
Mstep: Class 34 contains 96201 members 
Mstep: Class 35 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214080.000000 Penalty: 75375.343750
Iteration 111Q: 35 clusters Score -1.022141e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18444 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93452 members 
Mstep: Class 5 contains 34937 members 
Mstep: Class 6 contains 3380 members 
Mstep: Class 7 contains 3740 members 
Mstep: Class 8 contains 92113 members 
Mstep: Class 9 contains 89678 members 
Mstep: Class 10 contains 14496 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7869 members 
Mstep: Class 13 contains 46571 members 
Mstep: Class 14 contains 16679 members 
Mstep: Class 15 contains 21284 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 13151 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 3709 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 5157 members 
Mstep: Class 22 contains 95083 members 
Mstep: Class 23 contains 88345 members 
Mstep: Class 24 contains 2544 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 5450 members 
Mstep: Class 27 contains 64873 members 
Mstep: Class 28 contains 1154 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9894 members 
Mstep: Class 34 contains 96221 members 
Mstep: Class 35 contains 1335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213960.000000 Penalty: 75375.343750
Iteration 112Q: 35 clusters Score -1.02214e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18430 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93457 members 
Mstep: Class 5 contains 34865 members 
Mstep: Class 6 contains 3381 members 
Mstep: Class 7 contains 3735 members 
Mstep: Class 8 contains 92260 members 
Mstep: Class 9 contains 89488 members 
Mstep: Class 10 contains 14437 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7869 members 
Mstep: Class 13 contains 46464 members 
Mstep: Class 14 contains 16712 members 
Mstep: Class 15 contains 21614 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 13149 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 3759 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 5159 members 
Mstep: Class 22 contains 95036 members 
Mstep: Class 23 contains 88287 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 5454 members 
Mstep: Class 27 contains 64830 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9894 members 
Mstep: Class 34 contains 96240 members 
Mstep: Class 35 contains 1340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214200.000000 Penalty: 75375.343750
Iteration 113Q: 35 clusters Score -1.022142e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18420 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93514 members 
Mstep: Class 5 contains 34784 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 3733 members 
Mstep: Class 8 contains 92369 members 
Mstep: Class 9 contains 89259 members 
Mstep: Class 10 contains 14374 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 46352 members 
Mstep: Class 14 contains 16742 members 
Mstep: Class 15 contains 21974 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 13146 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 3014 members 
Mstep: Class 21 contains 5157 members 
Mstep: Class 22 contains 94973 members 
Mstep: Class 23 contains 88270 members 
Mstep: Class 24 contains 2543 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 5457 members 
Mstep: Class 27 contains 64794 members 
Mstep: Class 28 contains 1162 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9894 members 
Mstep: Class 34 contains 96252 members 
Mstep: Class 35 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214192.000000 Penalty: 75375.343750
Iteration 114Q: 35 clusters Score -1.022142e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18395 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93554 members 
Mstep: Class 5 contains 34721 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 3734 members 
Mstep: Class 8 contains 92456 members 
Mstep: Class 9 contains 89043 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 46246 members 
Mstep: Class 14 contains 16793 members 
Mstep: Class 15 contains 22391 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 13143 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 3012 members 
Mstep: Class 21 contains 5156 members 
Mstep: Class 22 contains 94863 members 
Mstep: Class 23 contains 88234 members 
Mstep: Class 24 contains 2541 members 
Mstep: Class 25 contains 3119 members 
Mstep: Class 26 contains 5460 members 
Mstep: Class 27 contains 64770 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9896 members 
Mstep: Class 34 contains 96260 members 
Mstep: Class 35 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214160.000000 Penalty: 75375.343750
Iteration 115Q: 35 clusters Score -1.022142e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18367 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93574 members 
Mstep: Class 5 contains 34662 members 
Mstep: Class 6 contains 3384 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 92497 members 
Mstep: Class 9 contains 88784 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 46142 members 
Mstep: Class 14 contains 16844 members 
Mstep: Class 15 contains 22856 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 13143 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 5158 members 
Mstep: Class 22 contains 94800 members 
Mstep: Class 23 contains 88209 members 
Mstep: Class 24 contains 2544 members 
Mstep: Class 25 contains 3119 members 
Mstep: Class 26 contains 5461 members 
Mstep: Class 27 contains 64731 members 
Mstep: Class 28 contains 1170 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9895 members 
Mstep: Class 34 contains 96291 members 
Mstep: Class 35 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214184.000000 Penalty: 75375.343750
Iteration 116Q: 35 clusters Score -1.022142e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18344 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93577 members 
Mstep: Class 5 contains 34586 members 
Mstep: Class 6 contains 3381 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 92549 members 
Mstep: Class 9 contains 88501 members 
Mstep: Class 10 contains 14140 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 46036 members 
Mstep: Class 14 contains 16885 members 
Mstep: Class 15 contains 23349 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 13148 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 3012 members 
Mstep: Class 21 contains 5164 members 
Mstep: Class 22 contains 94758 members 
Mstep: Class 23 contains 88189 members 
Mstep: Class 24 contains 2547 members 
Mstep: Class 25 contains 3120 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 64678 members 
Mstep: Class 28 contains 1174 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9896 members 
Mstep: Class 34 contains 96316 members 
Mstep: Class 35 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214216.000000 Penalty: 75375.343750
Iteration 117Q: 35 clusters Score -1.022142e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18322 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93571 members 
Mstep: Class 5 contains 34514 members 
Mstep: Class 6 contains 3383 members 
Mstep: Class 7 contains 3735 members 
Mstep: Class 8 contains 92610 members 
Mstep: Class 9 contains 88204 members 
Mstep: Class 10 contains 14059 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 45935 members 
Mstep: Class 14 contains 16931 members 
Mstep: Class 15 contains 23882 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 13136 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 3999 members 
Mstep: Class 20 contains 3011 members 
Mstep: Class 21 contains 5166 members 
Mstep: Class 22 contains 94715 members 
Mstep: Class 23 contains 88148 members 
Mstep: Class 24 contains 2548 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 5464 members 
Mstep: Class 27 contains 64625 members 
Mstep: Class 28 contains 1177 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9895 members 
Mstep: Class 34 contains 96326 members 
Mstep: Class 35 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213952.000000 Penalty: 75375.343750
Iteration 118Q: 35 clusters Score -1.02214e+08 nChanged 2481
Entering ConstructFrom: 
Score: -102213952.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -43542.976562 Penalty: 990.205078
	Iteration 0F: 2 clusters Score -43542.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42561.585938 Penalty: 1980.410156
	Iteration 0F: 3 clusters Score -42561.59 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42791.300781 Penalty: 1980.410156
	Iteration 1F: 3 clusters Score -42791.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42881.761719 Penalty: 1980.410156
	Iteration 2F: 3 clusters Score -42881.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42936.332031 Penalty: 1980.410156
	Iteration 3Q: 3 clusters Score -42936.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42971.128906 Penalty: 1980.410156
	Iteration 4Q: 3 clusters Score -42971.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42994.425781 Penalty: 1980.410156
	Iteration 5Q: 3 clusters Score -42994.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43015.312500 Penalty: 1980.410156
	Iteration 6Q: 3 clusters Score -43015.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43039.042969 Penalty: 1980.410156
	Iteration 7Q: 3 clusters Score -43039.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43065.542969 Penalty: 1980.410156
	Iteration 8Q: 3 clusters Score -43065.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43104.867188 Penalty: 1980.410156
	Iteration 9Q: 3 clusters Score -43104.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43150.589844 Penalty: 1980.410156
	Iteration 10Q: 3 clusters Score -43150.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43201.445312 Penalty: 1980.410156
	Iteration 11Q: 3 clusters Score -43201.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43237.687500 Penalty: 1980.410156
	Iteration 12Q: 3 clusters Score -43237.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -43260.457031 Penalty: 1980.410156
	Iteration 13Q: 3 clusters Score -43260.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43279.867188 Penalty: 1980.410156
	Iteration 14Q: 3 clusters Score -43279.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43290.699219 Penalty: 1980.410156
	Iteration 15Q: 3 clusters Score -43290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43292.535156 Penalty: 1980.410156
	Iteration 16Q: 3 clusters Score -43292.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43299.117188 Penalty: 1980.410156
	Iteration 17Q: 3 clusters Score -43299.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43299.117188 Penalty: 1980.410156
	Iteration 18F: 3 clusters Score -43299.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Entering Unmasked Estep 
Score: -2277487.500000 Penalty: 1594.819458
	Iteration 0F: 2 clusters Score -2277488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2264973.750000 Penalty: 3189.638916
	Iteration 0F: 3 clusters Score -2264974 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2269374.000000 Penalty: 3189.638916
	Iteration 1F: 3 clusters Score -2269374 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2269639.750000 Penalty: 3189.638916
	Iteration 2Q: 3 clusters Score -2269640 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2269836.250000 Penalty: 3189.638916
	Iteration 3Q: 3 clusters Score -2269836 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2269992.000000 Penalty: 3189.638916
	Iteration 4Q: 3 clusters Score -2269992 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2270154.000000 Penalty: 3189.638916
	Iteration 5Q: 3 clusters Score -2270154 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2270298.000000 Penalty: 3189.638916
	Iteration 6Q: 3 clusters Score -2270298 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2270478.250000 Penalty: 3189.638916
	Iteration 7Q: 3 clusters Score -2270478 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2270743.750000 Penalty: 3189.638916
	Iteration 8Q: 3 clusters Score -2270744 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2271093.000000 Penalty: 3189.638916
	Iteration 9Q: 3 clusters Score -2271093 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2271567.500000 Penalty: 3189.638916
	Iteration 10Q: 3 clusters Score -2271568 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2272231.500000 Penalty: 3189.638916
	Iteration 11F: 3 clusters Score -2272232 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2273015.750000 Penalty: 3189.638916
	Iteration 12F: 3 clusters Score -2273016 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2273825.750000 Penalty: 3189.638916
	Iteration 13F: 3 clusters Score -2273826 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2274522.000000 Penalty: 3189.638916
	Iteration 14F: 3 clusters Score -2274522 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2274985.750000 Penalty: 3189.638916
	Iteration 15Q: 3 clusters Score -2274986 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2275301.250000 Penalty: 3189.638916
	Iteration 16Q: 3 clusters Score -2275301 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2275485.500000 Penalty: 3189.638916
	Iteration 17Q: 3 clusters Score -2275486 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2275621.000000 Penalty: 3189.638916
	Iteration 18Q: 3 clusters Score -2275621 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2275698.000000 Penalty: 3189.638916
	Iteration 19Q: 3 clusters Score -2275698 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2275769.500000 Penalty: 3189.638916
	Iteration 20F: 3 clusters Score -2275770 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2275817.500000 Penalty: 3189.638916
	Iteration 21Q: 3 clusters Score -2275818 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2275856.250000 Penalty: 3189.638916
	Iteration 22Q: 3 clusters Score -2275856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2275888.000000 Penalty: 3189.638916
	Iteration 23Q: 3 clusters Score -2275888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2275908.000000 Penalty: 3189.638916
	Iteration 24Q: 3 clusters Score -2275908 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2275921.250000 Penalty: 3189.638916
	Iteration 25Q: 3 clusters Score -2275921 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2275936.500000 Penalty: 3189.638916
	Iteration 26Q: 3 clusters Score -2275936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2275947.750000 Penalty: 3189.638916
	Iteration 27Q: 3 clusters Score -2275948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2275973.500000 Penalty: 3189.638916
	Iteration 28Q: 3 clusters Score -2275974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2275996.000000 Penalty: 3189.638916
	Iteration 29Q: 3 clusters Score -2275996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2276012.750000 Penalty: 3189.638916
	Iteration 30Q: 3 clusters Score -2276013 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2276013.000000 Penalty: 3189.638916
	Iteration 31Q: 3 clusters Score -2276013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2276024.500000 Penalty: 3189.638916
	Iteration 32Q: 3 clusters Score -2276024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2276032.000000 Penalty: 3189.638916
	Iteration 33Q: 3 clusters Score -2276032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2276033.500000 Penalty: 3189.638916
	Iteration 34Q: 3 clusters Score -2276034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2276038.250000 Penalty: 3189.638916
	Iteration 35Q: 3 clusters Score -2276038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2276038.500000 Penalty: 3189.638916
	Iteration 36Q: 3 clusters Score -2276038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2276037.500000 Penalty: 3189.638916
	Iteration 37Q: 3 clusters Score -2276038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2276043.000000 Penalty: 3189.638916
	Iteration 38Q: 3 clusters Score -2276043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2276044.250000 Penalty: 3189.638916
	Iteration 39Q: 3 clusters Score -2276044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2276046.250000 Penalty: 3189.638916
	Iteration 40F: 3 clusters Score -2276046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2276045.250000 Penalty: 3189.638916
	Iteration 41Q: 3 clusters Score -2276045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2276047.750000 Penalty: 3189.638916
	Iteration 42Q: 3 clusters Score -2276048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2276047.250000 Penalty: 3189.638916
	Iteration 43Q: 3 clusters Score -2276047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2276046.500000 Penalty: 3189.638916
	Iteration 44Q: 3 clusters Score -2276046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2276046.250000 Penalty: 3189.638916
	Iteration 45Q: 3 clusters Score -2276046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2276054.500000 Penalty: 3189.638916
	Iteration 46Q: 3 clusters Score -2276054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2276053.250000 Penalty: 3189.638916
	Iteration 47Q: 3 clusters Score -2276053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2276055.750000 Penalty: 3189.638916
	Iteration 48Q: 3 clusters Score -2276056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2276057.750000 Penalty: 3189.638916
	Iteration 49Q: 3 clusters Score -2276058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2276060.000000 Penalty: 3189.638916
	Iteration 50Q: 3 clusters Score -2276060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2276059.500000 Penalty: 3189.638916
	Iteration 51Q: 3 clusters Score -2276060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2276058.250000 Penalty: 3189.638916
	Iteration 52Q: 3 clusters Score -2276058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2276058.250000 Penalty: 3189.638916
	Iteration 53Q: 3 clusters Score -2276058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2276063.500000 Penalty: 3189.638916
	Iteration 54Q: 3 clusters Score -2276064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2276068.250000 Penalty: 3189.638916
	Iteration 55Q: 3 clusters Score -2276068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2276066.250000 Penalty: 3189.638916
	Iteration 56Q: 3 clusters Score -2276066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2276071.000000 Penalty: 3189.638916
	Iteration 57Q: 3 clusters Score -2276071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2276070.000000 Penalty: 3189.638916
	Iteration 58Q: 3 clusters Score -2276070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2276071.250000 Penalty: 3189.638916
	Iteration 59Q: 3 clusters Score -2276071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2276073.000000 Penalty: 3189.638916
	Iteration 60F: 3 clusters Score -2276073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2276069.500000 Penalty: 3189.638916
	Iteration 61Q: 3 clusters Score -2276070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2276073.250000 Penalty: 3189.638916
	Iteration 62Q: 3 clusters Score -2276073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2276072.750000 Penalty: 3189.638916
	Iteration 63Q: 3 clusters Score -2276073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2276068.500000 Penalty: 3189.638916
	Iteration 64Q: 3 clusters Score -2276068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2276074.750000 Penalty: 3189.638916
	Iteration 65Q: 3 clusters Score -2276075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2276074.250000 Penalty: 3189.638916
	Iteration 66Q: 3 clusters Score -2276074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2276077.250000 Penalty: 3189.638916
	Iteration 67Q: 3 clusters Score -2276077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2276075.750000 Penalty: 3189.638916
	Iteration 68Q: 3 clusters Score -2276076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2276075.250000 Penalty: 3189.638916
	Iteration 69Q: 3 clusters Score -2276075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2276077.500000 Penalty: 3189.638916
	Iteration 70Q: 3 clusters Score -2276078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2276076.000000 Penalty: 3189.638916
	Iteration 71Q: 3 clusters Score -2276076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2276075.500000 Penalty: 3189.638916
	Iteration 72Q: 3 clusters Score -2276076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2276077.000000 Penalty: 3189.638916
	Iteration 73Q: 3 clusters Score -2276077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2276079.500000 Penalty: 3189.638916
	Iteration 74Q: 3 clusters Score -2276080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2276079.000000 Penalty: 3189.638916
	Iteration 75Q: 3 clusters Score -2276079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2276075.250000 Penalty: 3189.638916
	Iteration 76Q: 3 clusters Score -2276075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2276077.750000 Penalty: 3189.638916
	Iteration 77Q: 3 clusters Score -2276078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2276082.000000 Penalty: 3189.638916
	Iteration 78Q: 3 clusters Score -2276082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2276079.250000 Penalty: 3189.638916
	Iteration 79Q: 3 clusters Score -2276079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2276083.250000 Penalty: 3189.638916
	Iteration 80F: 3 clusters Score -2276083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2276083.500000 Penalty: 3189.638916
	Iteration 81Q: 3 clusters Score -2276084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2276089.250000 Penalty: 3189.638916
	Iteration 82Q: 3 clusters Score -2276089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2276092.500000 Penalty: 3189.638916
	Iteration 83Q: 3 clusters Score -2276092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2276092.750000 Penalty: 3189.638916
	Iteration 84Q: 3 clusters Score -2276093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2276100.500000 Penalty: 3189.638916
	Iteration 85Q: 3 clusters Score -2276100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2276097.500000 Penalty: 3189.638916
	Iteration 86Q: 3 clusters Score -2276098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2276095.000000 Penalty: 3189.638916
	Iteration 87Q: 3 clusters Score -2276095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2276093.250000 Penalty: 3189.638916
	Iteration 88Q: 3 clusters Score -2276093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2276101.750000 Penalty: 3189.638916
	Iteration 89Q: 3 clusters Score -2276102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2276101.250000 Penalty: 3189.638916
	Iteration 90Q: 3 clusters Score -2276101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2276103.000000 Penalty: 3189.638916
	Iteration 91Q: 3 clusters Score -2276103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2276110.500000 Penalty: 3189.638916
	Iteration 92Q: 3 clusters Score -2276110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2276105.500000 Penalty: 3189.638916
	Iteration 93Q: 3 clusters Score -2276106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2276108.250000 Penalty: 3189.638916
	Iteration 94Q: 3 clusters Score -2276108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2276112.000000 Penalty: 3189.638916
	Iteration 95Q: 3 clusters Score -2276112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2276117.000000 Penalty: 3189.638916
	Iteration 96Q: 3 clusters Score -2276117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2276118.750000 Penalty: 3189.638916
	Iteration 97Q: 3 clusters Score -2276119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2276128.000000 Penalty: 3189.638916
	Iteration 98Q: 3 clusters Score -2276128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2276126.500000 Penalty: 3189.638916
	Iteration 99Q: 3 clusters Score -2276126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2276123.000000 Penalty: 3189.638916
	Iteration 100F: 3 clusters Score -2276123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2276137.000000 Penalty: 3189.638916
	Iteration 101Q: 3 clusters Score -2276137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2276139.250000 Penalty: 3189.638916
	Iteration 102Q: 3 clusters Score -2276139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2276138.500000 Penalty: 3189.638916
	Iteration 103Q: 3 clusters Score -2276138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2276145.000000 Penalty: 3189.638916
	Iteration 104Q: 3 clusters Score -2276145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2276146.000000 Penalty: 3189.638916
	Iteration 105Q: 3 clusters Score -2276146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2276152.750000 Penalty: 3189.638916
	Iteration 106Q: 3 clusters Score -2276153 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2276159.250000 Penalty: 3189.638916
	Iteration 107Q: 3 clusters Score -2276159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2276160.000000 Penalty: 3189.638916
	Iteration 108Q: 3 clusters Score -2276160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2276163.500000 Penalty: 3189.638916
	Iteration 109Q: 3 clusters Score -2276164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2276165.250000 Penalty: 3189.638916
	Iteration 110Q: 3 clusters Score -2276165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2276165.750000 Penalty: 3189.638916
	Iteration 111Q: 3 clusters Score -2276166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2276174.500000 Penalty: 3189.638916
	Iteration 112Q: 3 clusters Score -2276174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2276184.250000 Penalty: 3189.638916
	Iteration 113Q: 3 clusters Score -2276184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2276187.500000 Penalty: 3189.638916
	Iteration 114Q: 3 clusters Score -2276188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2276190.750000 Penalty: 3189.638916
	Iteration 115Q: 3 clusters Score -2276191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2276192.000000 Penalty: 3189.638916
	Iteration 116Q: 3 clusters Score -2276192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2276189.250000 Penalty: 3189.638916
	Iteration 117Q: 3 clusters Score -2276189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2276198.250000 Penalty: 3189.638916
	Iteration 118Q: 3 clusters Score -2276198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2276201.500000 Penalty: 3189.638916
	Iteration 119Q: 3 clusters Score -2276202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2276202.750000 Penalty: 3189.638916
	Iteration 120F: 3 clusters Score -2276203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2276212.500000 Penalty: 3189.638916
	Iteration 121Q: 3 clusters Score -2276212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2276213.250000 Penalty: 3189.638916
	Iteration 122Q: 3 clusters Score -2276213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2276212.750000 Penalty: 3189.638916
	Iteration 123Q: 3 clusters Score -2276213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2276211.000000 Penalty: 3189.638916
	Iteration 124Q: 3 clusters Score -2276211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2276212.500000 Penalty: 3189.638916
	Iteration 125Q: 3 clusters Score -2276212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2276219.750000 Penalty: 3189.638916
	Iteration 126Q: 3 clusters Score -2276220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2276220.250000 Penalty: 3189.638916
	Iteration 127Q: 3 clusters Score -2276220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2276229.750000 Penalty: 3189.638916
	Iteration 128Q: 3 clusters Score -2276230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2276230.250000 Penalty: 3189.638916
	Iteration 129Q: 3 clusters Score -2276230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2276229.250000 Penalty: 3189.638916
	Iteration 130Q: 3 clusters Score -2276229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2276227.750000 Penalty: 3189.638916
	Iteration 131Q: 3 clusters Score -2276228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2276228.250000 Penalty: 3189.638916
	Iteration 132Q: 3 clusters Score -2276228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2276230.000000 Penalty: 3189.638916
	Iteration 133Q: 3 clusters Score -2276230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2276231.250000 Penalty: 3189.638916
	Iteration 134Q: 3 clusters Score -2276231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2276231.750000 Penalty: 3189.638916
	Iteration 135Q: 3 clusters Score -2276232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2276231.750000 Penalty: 3189.638916
	Iteration 136F: 3 clusters Score -2276232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -39193.429688 Penalty: 978.416260
	Iteration 0F: 2 clusters Score -39193.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38334.730469 Penalty: 1956.832520
	Iteration 0F: 3 clusters Score -38334.73 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38613.558594 Penalty: 1956.832520
	Iteration 1F: 3 clusters Score -38613.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38662.328125 Penalty: 1956.832520
	Iteration 2F: 3 clusters Score -38662.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38681.250000 Penalty: 1956.832520
	Iteration 3Q: 3 clusters Score -38681.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38688.402344 Penalty: 1956.832520
	Iteration 4Q: 3 clusters Score -38688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38698.203125 Penalty: 1956.832520
	Iteration 5Q: 3 clusters Score -38698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38700.574219 Penalty: 1956.832520
	Iteration 6Q: 3 clusters Score -38700.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38705.300781 Penalty: 1956.832520
	Iteration 7Q: 3 clusters Score -38705.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38714.046875 Penalty: 1956.832520
	Iteration 8Q: 3 clusters Score -38714.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38727.750000 Penalty: 1956.832520
	Iteration 9Q: 3 clusters Score -38727.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38734.574219 Penalty: 1956.832520
	Iteration 10Q: 3 clusters Score -38734.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38745.316406 Penalty: 1956.832520
	Iteration 11Q: 3 clusters Score -38745.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38763.968750 Penalty: 1956.832520
	Iteration 12Q: 3 clusters Score -38763.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38797.257812 Penalty: 1956.832520
	Iteration 13Q: 3 clusters Score -38797.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38800.097656 Penalty: 1956.832520
	Iteration 14Q: 3 clusters Score -38800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38809.035156 Penalty: 1956.832520
	Iteration 15Q: 3 clusters Score -38809.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38812.066406 Penalty: 1956.832520
	Iteration 16Q: 3 clusters Score -38812.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38819.656250 Penalty: 1956.832520
	Iteration 17Q: 3 clusters Score -38819.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38845.500000 Penalty: 1956.832520
	Iteration 18Q: 3 clusters Score -38845.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38851.390625 Penalty: 1956.832520
	Iteration 19Q: 3 clusters Score -38851.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38870.160156 Penalty: 1956.832520
	Iteration 20F: 3 clusters Score -38870.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38896.167969 Penalty: 1956.832520
	Iteration 21Q: 3 clusters Score -38896.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38925.695312 Penalty: 1956.832520
	Iteration 22Q: 3 clusters Score -38925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38940.808594 Penalty: 1956.832520
	Iteration 23Q: 3 clusters Score -38940.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38954.152344 Penalty: 1956.832520
	Iteration 24Q: 3 clusters Score -38954.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38959.808594 Penalty: 1956.832520
	Iteration 25Q: 3 clusters Score -38959.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38963.007812 Penalty: 1956.832520
	Iteration 26Q: 3 clusters Score -38963.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38982.656250 Penalty: 1956.832520
	Iteration 27Q: 3 clusters Score -38982.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38993.265625 Penalty: 1956.832520
	Iteration 28Q: 3 clusters Score -38993.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38994.875000 Penalty: 1956.832520
	Iteration 29Q: 3 clusters Score -38994.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38994.875000 Penalty: 1956.832520
	Iteration 30F: 3 clusters Score -38994.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93587 members 
Entering Unmasked Estep 
Score: -11522427.000000 Penalty: 1860.080078
	Iteration 0F: 2 clusters Score -1.152243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -11461226.000000 Penalty: 3720.160156
	Iteration 0F: 3 clusters Score -1.146123e+07 nChanged 44675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -11487032.000000 Penalty: 3720.160156
	Iteration 1F: 3 clusters Score -1.148703e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -11487919.000000 Penalty: 3720.160156
	Iteration 2Q: 3 clusters Score -1.148792e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -11488901.000000 Penalty: 3720.160156
	Iteration 3Q: 3 clusters Score -1.14889e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -11490358.000000 Penalty: 3720.160156
	Iteration 4Q: 3 clusters Score -1.149036e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -11492436.000000 Penalty: 3720.160156
	Iteration 5Q: 3 clusters Score -1.149244e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -11495362.000000 Penalty: 3720.160156
	Iteration 6F: 3 clusters Score -1.149536e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -11499667.000000 Penalty: 3720.160156
	Iteration 7F: 3 clusters Score -1.149967e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 71409 members 
Entering Unmasked Estep 
Score: -11504422.000000 Penalty: 3720.160156
	Iteration 8F: 3 clusters Score -1.150442e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -11508538.000000 Penalty: 3720.160156
	Iteration 9F: 3 clusters Score -1.150854e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -11511020.000000 Penalty: 3720.160156
	Iteration 10Q: 3 clusters Score -1.151102e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -11512470.000000 Penalty: 3720.160156
	Iteration 11Q: 3 clusters Score -1.151247e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -11513569.000000 Penalty: 3720.160156
	Iteration 12Q: 3 clusters Score -1.151357e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -11514940.000000 Penalty: 3720.160156
	Iteration 13Q: 3 clusters Score -1.151494e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 84955 members 
Entering Unmasked Estep 
Score: -11516183.000000 Penalty: 3720.160156
	Iteration 14Q: 3 clusters Score -1.151618e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -11517330.000000 Penalty: 3720.160156
	Iteration 15Q: 3 clusters Score -1.151733e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -11518216.000000 Penalty: 3720.160156
	Iteration 16Q: 3 clusters Score -1.151822e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -11519068.000000 Penalty: 3720.160156
	Iteration 17Q: 3 clusters Score -1.151907e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -11519773.000000 Penalty: 3720.160156
	Iteration 18Q: 3 clusters Score -1.151977e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -11520193.000000 Penalty: 3720.160156
	Iteration 19Q: 3 clusters Score -1.152019e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -11520550.000000 Penalty: 3720.160156
	Iteration 20F: 3 clusters Score -1.152055e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -11520719.000000 Penalty: 3720.160156
	Iteration 21Q: 3 clusters Score -1.152072e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -11520836.000000 Penalty: 3720.160156
	Iteration 22Q: 3 clusters Score -1.152084e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -11520880.000000 Penalty: 3720.160156
	Iteration 23Q: 3 clusters Score -1.152088e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -11520892.000000 Penalty: 3720.160156
	Iteration 24Q: 3 clusters Score -1.152089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -11520890.000000 Penalty: 3720.160156
	Iteration 25Q: 3 clusters Score -1.152089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -11520896.000000 Penalty: 3720.160156
	Iteration 26Q: 3 clusters Score -1.15209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -11520916.000000 Penalty: 3720.160156
	Iteration 27Q: 3 clusters Score -1.152092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 93251 members 
Entering Unmasked Estep 
Score: -11520906.000000 Penalty: 3720.160156
	Iteration 28Q: 3 clusters Score -1.152091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 93257 members 
Entering Unmasked Estep 
Score: -11520913.000000 Penalty: 3720.160156
	Iteration 29Q: 3 clusters Score -1.152091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -11520911.000000 Penalty: 3720.160156
	Iteration 30Q: 3 clusters Score -1.152091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -11520907.000000 Penalty: 3720.160156
	Iteration 31Q: 3 clusters Score -1.152091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -11520907.000000 Penalty: 3720.160156
	Iteration 32Q: 3 clusters Score -1.152091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -11520906.000000 Penalty: 3720.160156
	Iteration 33Q: 3 clusters Score -1.152091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 93266 members 
Entering Unmasked Estep 
Score: -11520904.000000 Penalty: 3720.160156
	Iteration 34Q: 3 clusters Score -1.15209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 93266 members 
Entering Unmasked Estep 
Score: -11520904.000000 Penalty: 3720.160156
	Iteration 35F: 3 clusters Score -1.15209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Entering Unmasked Estep 
Score: -4250893.000000 Penalty: 1697.519897
	Iteration 0F: 2 clusters Score -4250893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4227645.000000 Penalty: 3395.039795
	Iteration 0F: 3 clusters Score -4227645 nChanged 16071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4236751.000000 Penalty: 3395.039795
	Iteration 1F: 3 clusters Score -4236751 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4237288.500000 Penalty: 3395.039795
	Iteration 2Q: 3 clusters Score -4237288 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -4237891.000000 Penalty: 3395.039795
	Iteration 3Q: 3 clusters Score -4237891 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4238586.500000 Penalty: 3395.039795
	Iteration 4Q: 3 clusters Score -4238586 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4239445.500000 Penalty: 3395.039795
	Iteration 5Q: 3 clusters Score -4239446 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4240654.000000 Penalty: 3395.039795
	Iteration 6F: 3 clusters Score -4240654 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -4242237.500000 Penalty: 3395.039795
	Iteration 7F: 3 clusters Score -4242238 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4243932.500000 Penalty: 3395.039795
	Iteration 8F: 3 clusters Score -4243932 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4245088.500000 Penalty: 3395.039795
	Iteration 9F: 3 clusters Score -4245088 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -4245771.500000 Penalty: 3395.039795
	Iteration 10Q: 3 clusters Score -4245772 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -4246186.500000 Penalty: 3395.039795
	Iteration 11Q: 3 clusters Score -4246186 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -4246512.500000 Penalty: 3395.039795
	Iteration 12Q: 3 clusters Score -4246512 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -4246800.500000 Penalty: 3395.039795
	Iteration 13Q: 3 clusters Score -4246800 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -4247076.500000 Penalty: 3395.039795
	Iteration 14Q: 3 clusters Score -4247076 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -4247308.500000 Penalty: 3395.039795
	Iteration 15Q: 3 clusters Score -4247308 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4247507.500000 Penalty: 3395.039795
	Iteration 16Q: 3 clusters Score -4247508 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -4247720.500000 Penalty: 3395.039795
	Iteration 17Q: 3 clusters Score -4247720 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -4247880.000000 Penalty: 3395.039795
	Iteration 18Q: 3 clusters Score -4247880 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -4248045.000000 Penalty: 3395.039795
	Iteration 19Q: 3 clusters Score -4248045 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -4248149.000000 Penalty: 3395.039795
	Iteration 20F: 3 clusters Score -4248149 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -4248228.000000 Penalty: 3395.039795
	Iteration 21Q: 3 clusters Score -4248228 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -4248305.000000 Penalty: 3395.039795
	Iteration 22Q: 3 clusters Score -4248305 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -4248359.000000 Penalty: 3395.039795
	Iteration 23Q: 3 clusters Score -4248359 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -4248429.000000 Penalty: 3395.039795
	Iteration 24Q: 3 clusters Score -4248429 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -4248475.500000 Penalty: 3395.039795
	Iteration 25Q: 3 clusters Score -4248476 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4248556.500000 Penalty: 3395.039795
	Iteration 26Q: 3 clusters Score -4248556 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -4248636.500000 Penalty: 3395.039795
	Iteration 27Q: 3 clusters Score -4248636 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -4248721.000000 Penalty: 3395.039795
	Iteration 28Q: 3 clusters Score -4248721 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -4248779.500000 Penalty: 3395.039795
	Iteration 29Q: 3 clusters Score -4248780 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -4248830.000000 Penalty: 3395.039795
	Iteration 30Q: 3 clusters Score -4248830 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -4248888.000000 Penalty: 3395.039795
	Iteration 31Q: 3 clusters Score -4248888 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -4248944.500000 Penalty: 3395.039795
	Iteration 32Q: 3 clusters Score -4248944 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4248987.500000 Penalty: 3395.039795
	Iteration 33Q: 3 clusters Score -4248988 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4249039.500000 Penalty: 3395.039795
	Iteration 34Q: 3 clusters Score -4249040 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4249070.500000 Penalty: 3395.039795
	Iteration 35Q: 3 clusters Score -4249070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4249118.500000 Penalty: 3395.039795
	Iteration 36Q: 3 clusters Score -4249118 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4249144.000000 Penalty: 3395.039795
	Iteration 37Q: 3 clusters Score -4249144 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -4249163.500000 Penalty: 3395.039795
	Iteration 38Q: 3 clusters Score -4249164 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4249177.500000 Penalty: 3395.039795
	Iteration 39Q: 3 clusters Score -4249178 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4249181.500000 Penalty: 3395.039795
	Iteration 40F: 3 clusters Score -4249182 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -4249223.500000 Penalty: 3395.039795
	Iteration 41Q: 3 clusters Score -4249224 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -4249236.000000 Penalty: 3395.039795
	Iteration 42Q: 3 clusters Score -4249236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4249262.500000 Penalty: 3395.039795
	Iteration 43Q: 3 clusters Score -4249262 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4249278.500000 Penalty: 3395.039795
	Iteration 44Q: 3 clusters Score -4249278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4249290.500000 Penalty: 3395.039795
	Iteration 45Q: 3 clusters Score -4249290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4249298.500000 Penalty: 3395.039795
	Iteration 46Q: 3 clusters Score -4249298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -4249326.500000 Penalty: 3395.039795
	Iteration 47Q: 3 clusters Score -4249326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4249334.500000 Penalty: 3395.039795
	Iteration 48Q: 3 clusters Score -4249334 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4249345.500000 Penalty: 3395.039795
	Iteration 49Q: 3 clusters Score -4249346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4249365.500000 Penalty: 3395.039795
	Iteration 50Q: 3 clusters Score -4249366 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -4249385.500000 Penalty: 3395.039795
	Iteration 51Q: 3 clusters Score -4249386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -4249406.500000 Penalty: 3395.039795
	Iteration 52Q: 3 clusters Score -4249406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4249427.500000 Penalty: 3395.039795
	Iteration 53Q: 3 clusters Score -4249428 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4249451.000000 Penalty: 3395.039795
	Iteration 54Q: 3 clusters Score -4249451 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -4249476.000000 Penalty: 3395.039795
	Iteration 55Q: 3 clusters Score -4249476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4249489.500000 Penalty: 3395.039795
	Iteration 56Q: 3 clusters Score -4249490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4249501.000000 Penalty: 3395.039795
	Iteration 57Q: 3 clusters Score -4249501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -4249506.500000 Penalty: 3395.039795
	Iteration 58Q: 3 clusters Score -4249506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4249510.000000 Penalty: 3395.039795
	Iteration 59Q: 3 clusters Score -4249510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4249509.000000 Penalty: 3395.039795
	Iteration 60F: 3 clusters Score -4249509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4249523.000000 Penalty: 3395.039795
	Iteration 61Q: 3 clusters Score -4249523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4249527.500000 Penalty: 3395.039795
	Iteration 62Q: 3 clusters Score -4249528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4249518.000000 Penalty: 3395.039795
	Iteration 63Q: 3 clusters Score -4249518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -4249533.500000 Penalty: 3395.039795
	Iteration 64Q: 3 clusters Score -4249534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -4249535.000000 Penalty: 3395.039795
	Iteration 65Q: 3 clusters Score -4249535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4249538.500000 Penalty: 3395.039795
	Iteration 66Q: 3 clusters Score -4249538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4249548.500000 Penalty: 3395.039795
	Iteration 67Q: 3 clusters Score -4249548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4249545.000000 Penalty: 3395.039795
	Iteration 68Q: 3 clusters Score -4249545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -4249549.500000 Penalty: 3395.039795
	Iteration 69Q: 3 clusters Score -4249550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -4249556.500000 Penalty: 3395.039795
	Iteration 70Q: 3 clusters Score -4249556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -4249562.000000 Penalty: 3395.039795
	Iteration 71Q: 3 clusters Score -4249562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4249562.500000 Penalty: 3395.039795
	Iteration 72Q: 3 clusters Score -4249562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4249568.500000 Penalty: 3395.039795
	Iteration 73Q: 3 clusters Score -4249568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4249572.000000 Penalty: 3395.039795
	Iteration 74Q: 3 clusters Score -4249572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4249577.500000 Penalty: 3395.039795
	Iteration 75Q: 3 clusters Score -4249578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4249583.000000 Penalty: 3395.039795
	Iteration 76Q: 3 clusters Score -4249583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4249578.000000 Penalty: 3395.039795
	Iteration 77Q: 3 clusters Score -4249578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4249582.000000 Penalty: 3395.039795
	Iteration 78Q: 3 clusters Score -4249582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -4249583.000000 Penalty: 3395.039795
	Iteration 79Q: 3 clusters Score -4249583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4249582.000000 Penalty: 3395.039795
	Iteration 80F: 3 clusters Score -4249582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4249581.500000 Penalty: 3395.039795
	Iteration 81Q: 3 clusters Score -4249582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4249587.500000 Penalty: 3395.039795
	Iteration 82Q: 3 clusters Score -4249588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4249589.500000 Penalty: 3395.039795
	Iteration 83Q: 3 clusters Score -4249590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4249589.500000 Penalty: 3395.039795
	Iteration 84F: 3 clusters Score -4249590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Entering Unmasked Estep 
Score: -395931.312500 Penalty: 1320.751221
	Iteration 0F: 2 clusters Score -395931.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -392943.187500 Penalty: 2641.502441
	Iteration 0F: 3 clusters Score -392943.2 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -393723.281250 Penalty: 2641.502441
	Iteration 1F: 3 clusters Score -393723.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -393879.968750 Penalty: 2641.502441
	Iteration 2F: 3 clusters Score -393880 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -394001.500000 Penalty: 2641.502441
	Iteration 3F: 3 clusters Score -394001.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -394071.687500 Penalty: 2641.502441
	Iteration 4Q: 3 clusters Score -394071.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -394122.468750 Penalty: 2641.502441
	Iteration 5Q: 3 clusters Score -394122.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -394175.062500 Penalty: 2641.502441
	Iteration 6Q: 3 clusters Score -394175.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -394232.468750 Penalty: 2641.502441
	Iteration 7Q: 3 clusters Score -394232.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -394293.406250 Penalty: 2641.502441
	Iteration 8Q: 3 clusters Score -394293.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -394361.125000 Penalty: 2641.502441
	Iteration 9Q: 3 clusters Score -394361.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -394452.000000 Penalty: 2641.502441
	Iteration 10Q: 3 clusters Score -394452 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -394543.687500 Penalty: 2641.502441
	Iteration 11Q: 3 clusters Score -394543.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -394627.718750 Penalty: 2641.502441
	Iteration 12Q: 3 clusters Score -394627.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -394730.406250 Penalty: 2641.502441
	Iteration 13Q: 3 clusters Score -394730.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -394837.156250 Penalty: 2641.502441
	Iteration 14Q: 3 clusters Score -394837.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -394940.031250 Penalty: 2641.502441
	Iteration 15Q: 3 clusters Score -394940 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -395020.000000 Penalty: 2641.502441
	Iteration 16Q: 3 clusters Score -395020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -395076.187500 Penalty: 2641.502441
	Iteration 17Q: 3 clusters Score -395076.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -395130.062500 Penalty: 2641.502441
	Iteration 18Q: 3 clusters Score -395130.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -395163.531250 Penalty: 2641.502441
	Iteration 19Q: 3 clusters Score -395163.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -395190.531250 Penalty: 2641.502441
	Iteration 20F: 3 clusters Score -395190.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -395210.031250 Penalty: 2641.502441
	Iteration 21Q: 3 clusters Score -395210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -395220.750000 Penalty: 2641.502441
	Iteration 22Q: 3 clusters Score -395220.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -395226.906250 Penalty: 2641.502441
	Iteration 23Q: 3 clusters Score -395226.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -395232.812500 Penalty: 2641.502441
	Iteration 24Q: 3 clusters Score -395232.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -395237.312500 Penalty: 2641.502441
	Iteration 25Q: 3 clusters Score -395237.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -395242.531250 Penalty: 2641.502441
	Iteration 26Q: 3 clusters Score -395242.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -395246.687500 Penalty: 2641.502441
	Iteration 27Q: 3 clusters Score -395246.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -395250.781250 Penalty: 2641.502441
	Iteration 28Q: 3 clusters Score -395250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -395252.593750 Penalty: 2641.502441
	Iteration 29Q: 3 clusters Score -395252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -395252.937500 Penalty: 2641.502441
	Iteration 30Q: 3 clusters Score -395252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -395253.031250 Penalty: 2641.502441
	Iteration 31Q: 3 clusters Score -395253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -395254.062500 Penalty: 2641.502441
	Iteration 32Q: 3 clusters Score -395254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -395254.593750 Penalty: 2641.502441
	Iteration 33Q: 3 clusters Score -395254.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -395254.593750 Penalty: 2641.502441
	Iteration 34F: 3 clusters Score -395254.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -435532.437500 Penalty: 1336.600708
	Iteration 0F: 2 clusters Score -435532.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -432358.750000 Penalty: 2673.201416
	Iteration 0F: 3 clusters Score -432358.8 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -433182.156250 Penalty: 2673.201416
	Iteration 1F: 3 clusters Score -433182.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -433336.437500 Penalty: 2673.201416
	Iteration 2F: 3 clusters Score -433336.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -433444.187500 Penalty: 2673.201416
	Iteration 3F: 3 clusters Score -433444.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -433509.500000 Penalty: 2673.201416
	Iteration 4Q: 3 clusters Score -433509.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -433565.343750 Penalty: 2673.201416
	Iteration 5Q: 3 clusters Score -433565.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -433612.437500 Penalty: 2673.201416
	Iteration 6Q: 3 clusters Score -433612.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -433659.593750 Penalty: 2673.201416
	Iteration 7Q: 3 clusters Score -433659.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -433689.281250 Penalty: 2673.201416
	Iteration 8Q: 3 clusters Score -433689.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -433710.156250 Penalty: 2673.201416
	Iteration 9Q: 3 clusters Score -433710.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -433734.000000 Penalty: 2673.201416
	Iteration 10Q: 3 clusters Score -433734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -433764.281250 Penalty: 2673.201416
	Iteration 11Q: 3 clusters Score -433764.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -433802.625000 Penalty: 2673.201416
	Iteration 12Q: 3 clusters Score -433802.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -433858.375000 Penalty: 2673.201416
	Iteration 13Q: 3 clusters Score -433858.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -433910.125000 Penalty: 2673.201416
	Iteration 14Q: 3 clusters Score -433910.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -433964.625000 Penalty: 2673.201416
	Iteration 15Q: 3 clusters Score -433964.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -434022.093750 Penalty: 2673.201416
	Iteration 16Q: 3 clusters Score -434022.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -434089.406250 Penalty: 2673.201416
	Iteration 17Q: 3 clusters Score -434089.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -434156.437500 Penalty: 2673.201416
	Iteration 18Q: 3 clusters Score -434156.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -434220.656250 Penalty: 2673.201416
	Iteration 19Q: 3 clusters Score -434220.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -434289.531250 Penalty: 2673.201416
	Iteration 20F: 3 clusters Score -434289.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -434351.437500 Penalty: 2673.201416
	Iteration 21Q: 3 clusters Score -434351.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -434395.031250 Penalty: 2673.201416
	Iteration 22Q: 3 clusters Score -434395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -434428.968750 Penalty: 2673.201416
	Iteration 23Q: 3 clusters Score -434429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -434464.093750 Penalty: 2673.201416
	Iteration 24Q: 3 clusters Score -434464.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -434489.062500 Penalty: 2673.201416
	Iteration 25Q: 3 clusters Score -434489.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -434508.625000 Penalty: 2673.201416
	Iteration 26Q: 3 clusters Score -434508.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -434523.156250 Penalty: 2673.201416
	Iteration 27Q: 3 clusters Score -434523.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -434538.312500 Penalty: 2673.201416
	Iteration 28Q: 3 clusters Score -434538.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -434547.093750 Penalty: 2673.201416
	Iteration 29Q: 3 clusters Score -434547.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -434555.968750 Penalty: 2673.201416
	Iteration 30Q: 3 clusters Score -434556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -434561.500000 Penalty: 2673.201416
	Iteration 31Q: 3 clusters Score -434561.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -434567.687500 Penalty: 2673.201416
	Iteration 32Q: 3 clusters Score -434567.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -434576.218750 Penalty: 2673.201416
	Iteration 33Q: 3 clusters Score -434576.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -434583.937500 Penalty: 2673.201416
	Iteration 34Q: 3 clusters Score -434583.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -434589.437500 Penalty: 2673.201416
	Iteration 35Q: 3 clusters Score -434589.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -434595.125000 Penalty: 2673.201416
	Iteration 36Q: 3 clusters Score -434595.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -434601.750000 Penalty: 2673.201416
	Iteration 37Q: 3 clusters Score -434601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -434604.687500 Penalty: 2673.201416
	Iteration 38Q: 3 clusters Score -434604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -434606.312500 Penalty: 2673.201416
	Iteration 39Q: 3 clusters Score -434606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -434607.875000 Penalty: 2673.201416
	Iteration 40F: 3 clusters Score -434607.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -434611.468750 Penalty: 2673.201416
	Iteration 41Q: 3 clusters Score -434611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -434612.906250 Penalty: 2673.201416
	Iteration 42Q: 3 clusters Score -434612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -434614.000000 Penalty: 2673.201416
	Iteration 43Q: 3 clusters Score -434614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -434614.468750 Penalty: 2673.201416
	Iteration 44Q: 3 clusters Score -434614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -434615.125000 Penalty: 2673.201416
	Iteration 45Q: 3 clusters Score -434615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -434616.343750 Penalty: 2673.201416
	Iteration 46Q: 3 clusters Score -434616.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -434616.343750 Penalty: 2673.201416
	Iteration 47F: 3 clusters Score -434616.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92632 members 
Entering Unmasked Estep 
Score: -11528548.000000 Penalty: 1858.413330
	Iteration 0F: 2 clusters Score -1.152855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -11469417.000000 Penalty: 3716.826660
	Iteration 0F: 3 clusters Score -1.146942e+07 nChanged 44213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -11495410.000000 Penalty: 3716.826660
	Iteration 1F: 3 clusters Score -1.149541e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -11496394.000000 Penalty: 3716.826660
	Iteration 2Q: 3 clusters Score -1.149639e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -11497832.000000 Penalty: 3716.826660
	Iteration 3Q: 3 clusters Score -1.149783e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -11500096.000000 Penalty: 3716.826660
	Iteration 4F: 3 clusters Score -1.15001e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -11504178.000000 Penalty: 3716.826660
	Iteration 5F: 3 clusters Score -1.150418e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -11510149.000000 Penalty: 3716.826660
	Iteration 6F: 3 clusters Score -1.151015e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -11516898.000000 Penalty: 3716.826660
	Iteration 7F: 3 clusters Score -1.15169e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -11521895.000000 Penalty: 3716.826660
	Iteration 8F: 3 clusters Score -1.15219e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -11524587.000000 Penalty: 3716.826660
	Iteration 9Q: 3 clusters Score -1.152459e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -11525894.000000 Penalty: 3716.826660
	Iteration 10Q: 3 clusters Score -1.152589e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -11526599.000000 Penalty: 3716.826660
	Iteration 11Q: 3 clusters Score -1.15266e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -11527024.000000 Penalty: 3716.826660
	Iteration 12Q: 3 clusters Score -1.152702e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -11527421.000000 Penalty: 3716.826660
	Iteration 13Q: 3 clusters Score -1.152742e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -11527690.000000 Penalty: 3716.826660
	Iteration 14Q: 3 clusters Score -1.152769e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -11527816.000000 Penalty: 3716.826660
	Iteration 15Q: 3 clusters Score -1.152782e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -11527894.000000 Penalty: 3716.826660
	Iteration 16Q: 3 clusters Score -1.152789e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -11527860.000000 Penalty: 3716.826660
	Iteration 17Q: 3 clusters Score -1.152786e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -11527821.000000 Penalty: 3716.826660
	Iteration 18Q: 3 clusters Score -1.152782e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -11527808.000000 Penalty: 3716.826660
	Iteration 19Q: 3 clusters Score -1.152781e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -11527738.000000 Penalty: 3716.826660
	Iteration 20F: 3 clusters Score -1.152774e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -11527666.000000 Penalty: 3716.826660
	Iteration 21Q: 3 clusters Score -1.152767e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -11527549.000000 Penalty: 3716.826660
	Iteration 22Q: 3 clusters Score -1.152755e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -11527544.000000 Penalty: 3716.826660
	Iteration 23Q: 3 clusters Score -1.152754e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -11527505.000000 Penalty: 3716.826660
	Iteration 24Q: 3 clusters Score -1.15275e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -11527486.000000 Penalty: 3716.826660
	Iteration 25Q: 3 clusters Score -1.152749e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -11527449.000000 Penalty: 3716.826660
	Iteration 26Q: 3 clusters Score -1.152745e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -11527416.000000 Penalty: 3716.826660
	Iteration 27Q: 3 clusters Score -1.152742e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -11527348.000000 Penalty: 3716.826660
	Iteration 28Q: 3 clusters Score -1.152735e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -11527350.000000 Penalty: 3716.826660
	Iteration 29Q: 3 clusters Score -1.152735e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -11527348.000000 Penalty: 3716.826660
	Iteration 30Q: 3 clusters Score -1.152735e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 89686 members 
Entering Unmasked Estep 
Score: -11527351.000000 Penalty: 3716.826660
	Iteration 31Q: 3 clusters Score -1.152735e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -11527320.000000 Penalty: 3716.826660
	Iteration 32Q: 3 clusters Score -1.152732e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -11527288.000000 Penalty: 3716.826660
	Iteration 33Q: 3 clusters Score -1.152729e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 90404 members 
Entering Unmasked Estep 
Score: -11527336.000000 Penalty: 3716.826660
	Iteration 34Q: 3 clusters Score -1.152734e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -11527346.000000 Penalty: 3716.826660
	Iteration 35Q: 3 clusters Score -1.152735e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -11527357.000000 Penalty: 3716.826660
	Iteration 36Q: 3 clusters Score -1.152736e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -11527351.000000 Penalty: 3716.826660
	Iteration 37Q: 3 clusters Score -1.152735e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -11527333.000000 Penalty: 3716.826660
	Iteration 38Q: 3 clusters Score -1.152733e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -11527342.000000 Penalty: 3716.826660
	Iteration 39Q: 3 clusters Score -1.152734e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -11527315.000000 Penalty: 3716.826660
	Iteration 40F: 3 clusters Score -1.152732e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -11527341.000000 Penalty: 3716.826660
	Iteration 41Q: 3 clusters Score -1.152734e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
Score: -11527330.000000 Penalty: 3716.826660
	Iteration 42Q: 3 clusters Score -1.152733e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -11527313.000000 Penalty: 3716.826660
	Iteration 43Q: 3 clusters Score -1.152731e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -11527332.000000 Penalty: 3716.826660
	Iteration 44Q: 3 clusters Score -1.152733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -11527341.000000 Penalty: 3716.826660
	Iteration 45Q: 3 clusters Score -1.152734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -11527345.000000 Penalty: 3716.826660
	Iteration 46Q: 3 clusters Score -1.152734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -11527334.000000 Penalty: 3716.826660
	Iteration 47Q: 3 clusters Score -1.152733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -11527324.000000 Penalty: 3716.826660
	Iteration 48Q: 3 clusters Score -1.152732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -11527323.000000 Penalty: 3716.826660
	Iteration 49Q: 3 clusters Score -1.152732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -11527319.000000 Penalty: 3716.826660
	Iteration 50Q: 3 clusters Score -1.152732e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -11527327.000000 Penalty: 3716.826660
	Iteration 51Q: 3 clusters Score -1.152733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -11527329.000000 Penalty: 3716.826660
	Iteration 52Q: 3 clusters Score -1.152733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -11527330.000000 Penalty: 3716.826660
	Iteration 53Q: 3 clusters Score -1.152733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -11527336.000000 Penalty: 3716.826660
	Iteration 54Q: 3 clusters Score -1.152734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 91509 members 
Entering Unmasked Estep 
Score: -11527340.000000 Penalty: 3716.826660
	Iteration 55Q: 3 clusters Score -1.152734e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -11527321.000000 Penalty: 3716.826660
	Iteration 56Q: 3 clusters Score -1.152732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -11527316.000000 Penalty: 3716.826660
	Iteration 57Q: 3 clusters Score -1.152732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -11527321.000000 Penalty: 3716.826660
	Iteration 58Q: 3 clusters Score -1.152732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -11527313.000000 Penalty: 3716.826660
	Iteration 59Q: 3 clusters Score -1.152731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 91572 members 
Entering Unmasked Estep 
Score: -11527318.000000 Penalty: 3716.826660
	Iteration 60F: 3 clusters Score -1.152732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -11527307.000000 Penalty: 3716.826660
	Iteration 61Q: 3 clusters Score -1.152731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 91585 members 
Entering Unmasked Estep 
Score: -11527309.000000 Penalty: 3716.826660
	Iteration 62Q: 3 clusters Score -1.152731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -11527327.000000 Penalty: 3716.826660
	Iteration 63Q: 3 clusters Score -1.152733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -11527338.000000 Penalty: 3716.826660
	Iteration 64Q: 3 clusters Score -1.152734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -11527333.000000 Penalty: 3716.826660
	Iteration 65Q: 3 clusters Score -1.152733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 91626 members 
Entering Unmasked Estep 
Score: -11527331.000000 Penalty: 3716.826660
	Iteration 66Q: 3 clusters Score -1.152733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -11527319.000000 Penalty: 3716.826660
	Iteration 67Q: 3 clusters Score -1.152732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -11527318.000000 Penalty: 3716.826660
	Iteration 68Q: 3 clusters Score -1.152732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -11527318.000000 Penalty: 3716.826660
	Iteration 69Q: 3 clusters Score -1.152732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -11527319.000000 Penalty: 3716.826660
	Iteration 70Q: 3 clusters Score -1.152732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 91649 members 
Entering Unmasked Estep 
Score: -11527325.000000 Penalty: 3716.826660
	Iteration 71Q: 3 clusters Score -1.152732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 91654 members 
Entering Unmasked Estep 
Score: -11527323.000000 Penalty: 3716.826660
	Iteration 72Q: 3 clusters Score -1.152732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -11527323.000000 Penalty: 3716.826660
	Iteration 73Q: 3 clusters Score -1.152732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -11527318.000000 Penalty: 3716.826660
	Iteration 74Q: 3 clusters Score -1.152732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 91667 members 
Entering Unmasked Estep 
Score: -11527318.000000 Penalty: 3716.826660
	Iteration 75Q: 3 clusters Score -1.152732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -11527326.000000 Penalty: 3716.826660
	Iteration 76Q: 3 clusters Score -1.152733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 91676 members 
Entering Unmasked Estep 
Score: -11527332.000000 Penalty: 3716.826660
	Iteration 77Q: 3 clusters Score -1.152733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -11527333.000000 Penalty: 3716.826660
	Iteration 78Q: 3 clusters Score -1.152733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -11527332.000000 Penalty: 3716.826660
	Iteration 79Q: 3 clusters Score -1.152733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -11527334.000000 Penalty: 3716.826660
	Iteration 80F: 3 clusters Score -1.152733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 91684 members 
Entering Unmasked Estep 
Score: -11527329.000000 Penalty: 3716.826660
	Iteration 81Q: 3 clusters Score -1.152733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 91684 members 
Entering Unmasked Estep 
Score: -11527329.000000 Penalty: 3716.826660
	Iteration 82F: 3 clusters Score -1.152733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Entering Unmasked Estep 
Score: -10933230.000000 Penalty: 1849.977783
	Iteration 0F: 2 clusters Score -1.093323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -10876672.000000 Penalty: 3699.955566
	Iteration 0F: 3 clusters Score -1.087667e+07 nChanged 42015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -10901646.000000 Penalty: 3699.955566
	Iteration 1F: 3 clusters Score -1.090165e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -10902693.000000 Penalty: 3699.955566
	Iteration 2Q: 3 clusters Score -1.090269e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -10904105.000000 Penalty: 3699.955566
	Iteration 3Q: 3 clusters Score -1.09041e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -10906640.000000 Penalty: 3699.955566
	Iteration 4F: 3 clusters Score -1.090664e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -10910788.000000 Penalty: 3699.955566
	Iteration 5F: 3 clusters Score -1.091079e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -10916724.000000 Penalty: 3699.955566
	Iteration 6F: 3 clusters Score -1.091672e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -10923247.000000 Penalty: 3699.955566
	Iteration 7F: 3 clusters Score -1.092325e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -10927921.000000 Penalty: 3699.955566
	Iteration 8F: 3 clusters Score -1.092792e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -10930316.000000 Penalty: 3699.955566
	Iteration 9Q: 3 clusters Score -1.093032e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -10931318.000000 Penalty: 3699.955566
	Iteration 10Q: 3 clusters Score -1.093132e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -10931947.000000 Penalty: 3699.955566
	Iteration 11Q: 3 clusters Score -1.093195e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -10932442.000000 Penalty: 3699.955566
	Iteration 12Q: 3 clusters Score -1.093244e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 76097 members 
Entering Unmasked Estep 
Score: -10932789.000000 Penalty: 3699.955566
	Iteration 13Q: 3 clusters Score -1.093279e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -10933092.000000 Penalty: 3699.955566
	Iteration 14Q: 3 clusters Score -1.093309e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -10933196.000000 Penalty: 3699.955566
	Iteration 15Q: 3 clusters Score -1.09332e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -10933280.000000 Penalty: 3699.955566
	Iteration 16Q: 3 clusters Score -1.093328e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -10933324.000000 Penalty: 3699.955566
	Iteration 17Q: 3 clusters Score -1.093332e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -10933332.000000 Penalty: 3699.955566
	Iteration 18Q: 3 clusters Score -1.093333e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -10933312.000000 Penalty: 3699.955566
	Iteration 19Q: 3 clusters Score -1.093331e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -10933307.000000 Penalty: 3699.955566
	Iteration 20F: 3 clusters Score -1.093331e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -10933300.000000 Penalty: 3699.955566
	Iteration 21Q: 3 clusters Score -1.09333e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -10933290.000000 Penalty: 3699.955566
	Iteration 22Q: 3 clusters Score -1.093329e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -10933288.000000 Penalty: 3699.955566
	Iteration 23Q: 3 clusters Score -1.093329e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -10933226.000000 Penalty: 3699.955566
	Iteration 24Q: 3 clusters Score -1.093323e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -10933132.000000 Penalty: 3699.955566
	Iteration 25Q: 3 clusters Score -1.093313e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -10933030.000000 Penalty: 3699.955566
	Iteration 26Q: 3 clusters Score -1.093303e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
Score: -10932940.000000 Penalty: 3699.955566
	Iteration 27Q: 3 clusters Score -1.093294e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -10932884.000000 Penalty: 3699.955566
	Iteration 28Q: 3 clusters Score -1.093288e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 84085 members 
Entering Unmasked Estep 
Score: -10932816.000000 Penalty: 3699.955566
	Iteration 29Q: 3 clusters Score -1.093282e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -10932743.000000 Penalty: 3699.955566
	Iteration 30Q: 3 clusters Score -1.093274e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -10932714.000000 Penalty: 3699.955566
	Iteration 31Q: 3 clusters Score -1.093271e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -10932689.000000 Penalty: 3699.955566
	Iteration 32Q: 3 clusters Score -1.093269e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -10932657.000000 Penalty: 3699.955566
	Iteration 33Q: 3 clusters Score -1.093266e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -10932636.000000 Penalty: 3699.955566
	Iteration 34Q: 3 clusters Score -1.093264e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 85367 members 
Entering Unmasked Estep 
Score: -10932612.000000 Penalty: 3699.955566
	Iteration 35Q: 3 clusters Score -1.093261e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -10932592.000000 Penalty: 3699.955566
	Iteration 36Q: 3 clusters Score -1.093259e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -10932557.000000 Penalty: 3699.955566
	Iteration 37Q: 3 clusters Score -1.093256e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -10932524.000000 Penalty: 3699.955566
	Iteration 38Q: 3 clusters Score -1.093252e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 85804 members 
Entering Unmasked Estep 
Score: -10932502.000000 Penalty: 3699.955566
	Iteration 39Q: 3 clusters Score -1.09325e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -10932492.000000 Penalty: 3699.955566
	Iteration 40F: 3 clusters Score -1.093249e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -10932483.000000 Penalty: 3699.955566
	Iteration 41Q: 3 clusters Score -1.093248e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -10932465.000000 Penalty: 3699.955566
	Iteration 42Q: 3 clusters Score -1.093246e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -10932430.000000 Penalty: 3699.955566
	Iteration 43Q: 3 clusters Score -1.093243e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -10932422.000000 Penalty: 3699.955566
	Iteration 44Q: 3 clusters Score -1.093242e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -10932402.000000 Penalty: 3699.955566
	Iteration 45Q: 3 clusters Score -1.09324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -10932394.000000 Penalty: 3699.955566
	Iteration 46Q: 3 clusters Score -1.093239e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -10932383.000000 Penalty: 3699.955566
	Iteration 47Q: 3 clusters Score -1.093238e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -10932375.000000 Penalty: 3699.955566
	Iteration 48Q: 3 clusters Score -1.093238e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -10932377.000000 Penalty: 3699.955566
	Iteration 49Q: 3 clusters Score -1.093238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -10932367.000000 Penalty: 3699.955566
	Iteration 50Q: 3 clusters Score -1.093237e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -10932352.000000 Penalty: 3699.955566
	Iteration 51Q: 3 clusters Score -1.093235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -10932354.000000 Penalty: 3699.955566
	Iteration 52Q: 3 clusters Score -1.093235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -10932352.000000 Penalty: 3699.955566
	Iteration 53Q: 3 clusters Score -1.093235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 86448 members 
Entering Unmasked Estep 
Score: -10932359.000000 Penalty: 3699.955566
	Iteration 54Q: 3 clusters Score -1.093236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -10932359.000000 Penalty: 3699.955566
	Iteration 55Q: 3 clusters Score -1.093236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -10932348.000000 Penalty: 3699.955566
	Iteration 56Q: 3 clusters Score -1.093235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -10932347.000000 Penalty: 3699.955566
	Iteration 57Q: 3 clusters Score -1.093235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 86513 members 
Entering Unmasked Estep 
Score: -10932371.000000 Penalty: 3699.955566
	Iteration 58Q: 3 clusters Score -1.093237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -10932361.000000 Penalty: 3699.955566
	Iteration 59Q: 3 clusters Score -1.093236e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -10932352.000000 Penalty: 3699.955566
	Iteration 60F: 3 clusters Score -1.093235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -10932335.000000 Penalty: 3699.955566
	Iteration 61Q: 3 clusters Score -1.093234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -10932331.000000 Penalty: 3699.955566
	Iteration 62Q: 3 clusters Score -1.093233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -10932341.000000 Penalty: 3699.955566
	Iteration 63Q: 3 clusters Score -1.093234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -10932347.000000 Penalty: 3699.955566
	Iteration 64Q: 3 clusters Score -1.093235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -10932333.000000 Penalty: 3699.955566
	Iteration 65Q: 3 clusters Score -1.093233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 86605 members 
Entering Unmasked Estep 
Score: -10932343.000000 Penalty: 3699.955566
	Iteration 66Q: 3 clusters Score -1.093234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -10932355.000000 Penalty: 3699.955566
	Iteration 67Q: 3 clusters Score -1.093236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -10932341.000000 Penalty: 3699.955566
	Iteration 68Q: 3 clusters Score -1.093234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -10932352.000000 Penalty: 3699.955566
	Iteration 69Q: 3 clusters Score -1.093235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -10932342.000000 Penalty: 3699.955566
	Iteration 70Q: 3 clusters Score -1.093234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -10932356.000000 Penalty: 3699.955566
	Iteration 71Q: 3 clusters Score -1.093236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -10932352.000000 Penalty: 3699.955566
	Iteration 72Q: 3 clusters Score -1.093235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -10932358.000000 Penalty: 3699.955566
	Iteration 73Q: 3 clusters Score -1.093236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -10932364.000000 Penalty: 3699.955566
	Iteration 74Q: 3 clusters Score -1.093236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -10932345.000000 Penalty: 3699.955566
	Iteration 75Q: 3 clusters Score -1.093234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 86706 members 
Entering Unmasked Estep 
Score: -10932319.000000 Penalty: 3699.955566
	Iteration 76Q: 3 clusters Score -1.093232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -10932318.000000 Penalty: 3699.955566
	Iteration 77Q: 3 clusters Score -1.093232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -10932330.000000 Penalty: 3699.955566
	Iteration 78Q: 3 clusters Score -1.093233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -10932332.000000 Penalty: 3699.955566
	Iteration 79Q: 3 clusters Score -1.093233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -10932329.000000 Penalty: 3699.955566
	Iteration 80F: 3 clusters Score -1.093233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -10932327.000000 Penalty: 3699.955566
	Iteration 81Q: 3 clusters Score -1.093233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -10932327.000000 Penalty: 3699.955566
	Iteration 82Q: 3 clusters Score -1.093233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -10932327.000000 Penalty: 3699.955566
	Iteration 83Q: 3 clusters Score -1.093233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -10932327.000000 Penalty: 3699.955566
	Iteration 84F: 3 clusters Score -1.093233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Entering Unmasked Estep 
Score: -1679945.125000 Penalty: 1551.159668
	Iteration 0F: 2 clusters Score -1679945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1670188.500000 Penalty: 3102.319336
	Iteration 0F: 3 clusters Score -1670188 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1673383.500000 Penalty: 3102.319336
	Iteration 1F: 3 clusters Score -1673384 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1673666.000000 Penalty: 3102.319336
	Iteration 2F: 3 clusters Score -1673666 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1673951.250000 Penalty: 3102.319336
	Iteration 3F: 3 clusters Score -1673951 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1674249.625000 Penalty: 3102.319336
	Iteration 4Q: 3 clusters Score -1674250 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1674609.125000 Penalty: 3102.319336
	Iteration 5F: 3 clusters Score -1674609 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1675060.125000 Penalty: 3102.319336
	Iteration 6F: 3 clusters Score -1675060 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1675673.000000 Penalty: 3102.319336
	Iteration 7F: 3 clusters Score -1675673 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1676480.250000 Penalty: 3102.319336
	Iteration 8F: 3 clusters Score -1676480 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1677247.500000 Penalty: 3102.319336
	Iteration 9F: 3 clusters Score -1677248 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1677789.375000 Penalty: 3102.319336
	Iteration 10Q: 3 clusters Score -1677789 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1678122.500000 Penalty: 3102.319336
	Iteration 11Q: 3 clusters Score -1678122 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1678315.875000 Penalty: 3102.319336
	Iteration 12Q: 3 clusters Score -1678316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1678413.000000 Penalty: 3102.319336
	Iteration 13Q: 3 clusters Score -1678413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1678458.125000 Penalty: 3102.319336
	Iteration 14Q: 3 clusters Score -1678458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1678496.625000 Penalty: 3102.319336
	Iteration 15Q: 3 clusters Score -1678497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1678512.125000 Penalty: 3102.319336
	Iteration 16Q: 3 clusters Score -1678512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1678522.000000 Penalty: 3102.319336
	Iteration 17Q: 3 clusters Score -1678522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1678534.375000 Penalty: 3102.319336
	Iteration 18Q: 3 clusters Score -1678534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1678540.250000 Penalty: 3102.319336
	Iteration 19Q: 3 clusters Score -1678540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1678543.875000 Penalty: 3102.319336
	Iteration 20F: 3 clusters Score -1678544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1678545.875000 Penalty: 3102.319336
	Iteration 21Q: 3 clusters Score -1678546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1678551.000000 Penalty: 3102.319336
	Iteration 22Q: 3 clusters Score -1678551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1678559.125000 Penalty: 3102.319336
	Iteration 23Q: 3 clusters Score -1678559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1678564.375000 Penalty: 3102.319336
	Iteration 24Q: 3 clusters Score -1678564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1678568.750000 Penalty: 3102.319336
	Iteration 25Q: 3 clusters Score -1678569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1678574.125000 Penalty: 3102.319336
	Iteration 26Q: 3 clusters Score -1678574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1678584.000000 Penalty: 3102.319336
	Iteration 27Q: 3 clusters Score -1678584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1678591.750000 Penalty: 3102.319336
	Iteration 28Q: 3 clusters Score -1678592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1678595.375000 Penalty: 3102.319336
	Iteration 29Q: 3 clusters Score -1678595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1678595.750000 Penalty: 3102.319336
	Iteration 30Q: 3 clusters Score -1678596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1678598.250000 Penalty: 3102.319336
	Iteration 31Q: 3 clusters Score -1678598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1678599.250000 Penalty: 3102.319336
	Iteration 32Q: 3 clusters Score -1678599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1678600.000000 Penalty: 3102.319336
	Iteration 33Q: 3 clusters Score -1678600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1678600.000000 Penalty: 3102.319336
	Iteration 34F: 3 clusters Score -1678600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -15565.562500 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -15565.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14983.076172 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -14983.08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15170.243164 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -15170.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15200.833984 Penalty: 1821.885620
	Iteration 2Q: 3 clusters Score -15200.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15216.382812 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -15216.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15238.911133 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -15238.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15242.079102 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -15242.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15242.079102 Penalty: 1821.885620
	Iteration 6F: 3 clusters Score -15242.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Entering Unmasked Estep 
Score: -945032.625000 Penalty: 1457.529907
	Iteration 0F: 2 clusters Score -945032.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -939308.562500 Penalty: 2915.059814
	Iteration 0F: 3 clusters Score -939308.6 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -941321.250000 Penalty: 2915.059814
	Iteration 1F: 3 clusters Score -941321.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -941863.937500 Penalty: 2915.059814
	Iteration 2F: 3 clusters Score -941863.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -942356.062500 Penalty: 2915.059814
	Iteration 3F: 3 clusters Score -942356.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -942782.375000 Penalty: 2915.059814
	Iteration 4F: 3 clusters Score -942782.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -943128.625000 Penalty: 2915.059814
	Iteration 5F: 3 clusters Score -943128.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -943415.562500 Penalty: 2915.059814
	Iteration 6F: 3 clusters Score -943415.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -943598.375000 Penalty: 2915.059814
	Iteration 7Q: 3 clusters Score -943598.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -943751.625000 Penalty: 2915.059814
	Iteration 8Q: 3 clusters Score -943751.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -943881.562500 Penalty: 2915.059814
	Iteration 9Q: 3 clusters Score -943881.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -943954.625000 Penalty: 2915.059814
	Iteration 10Q: 3 clusters Score -943954.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -943997.375000 Penalty: 2915.059814
	Iteration 11Q: 3 clusters Score -943997.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -944045.062500 Penalty: 2915.059814
	Iteration 12Q: 3 clusters Score -944045.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -944075.875000 Penalty: 2915.059814
	Iteration 13Q: 3 clusters Score -944075.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -944105.437500 Penalty: 2915.059814
	Iteration 14Q: 3 clusters Score -944105.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -944129.562500 Penalty: 2915.059814
	Iteration 15Q: 3 clusters Score -944129.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -944142.062500 Penalty: 2915.059814
	Iteration 16Q: 3 clusters Score -944142.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -944154.312500 Penalty: 2915.059814
	Iteration 17Q: 3 clusters Score -944154.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -944160.625000 Penalty: 2915.059814
	Iteration 18Q: 3 clusters Score -944160.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -944164.437500 Penalty: 2915.059814
	Iteration 19Q: 3 clusters Score -944164.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -944168.000000 Penalty: 2915.059814
	Iteration 20F: 3 clusters Score -944168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -944170.437500 Penalty: 2915.059814
	Iteration 21Q: 3 clusters Score -944170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -944170.000000 Penalty: 2915.059814
	Iteration 22Q: 3 clusters Score -944170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -944170.000000 Penalty: 2915.059814
	Iteration 23F: 3 clusters Score -944170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Entering Unmasked Estep 
Score: -5648882.500000 Penalty: 1744.112427
	Iteration 0F: 2 clusters Score -5648882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5618460.500000 Penalty: 3488.224854
	Iteration 0F: 3 clusters Score -5618460 nChanged 21135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -5630213.000000 Penalty: 3488.224854
	Iteration 1F: 3 clusters Score -5630213 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -5630642.000000 Penalty: 3488.224854
	Iteration 2Q: 3 clusters Score -5630642 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -5631111.000000 Penalty: 3488.224854
	Iteration 3Q: 3 clusters Score -5631111 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -5631639.000000 Penalty: 3488.224854
	Iteration 4Q: 3 clusters Score -5631639 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -5632366.500000 Penalty: 3488.224854
	Iteration 5Q: 3 clusters Score -5632366 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -5633404.000000 Penalty: 3488.224854
	Iteration 6Q: 3 clusters Score -5633404 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -5634956.000000 Penalty: 3488.224854
	Iteration 7F: 3 clusters Score -5634956 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5637318.500000 Penalty: 3488.224854
	Iteration 8F: 3 clusters Score -5637318 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -5640308.000000 Penalty: 3488.224854
	Iteration 9F: 3 clusters Score -5640308 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -5643280.500000 Penalty: 3488.224854
	Iteration 10F: 3 clusters Score -5643280 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -5645400.500000 Penalty: 3488.224854
	Iteration 11F: 3 clusters Score -5645400 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -5646485.500000 Penalty: 3488.224854
	Iteration 12Q: 3 clusters Score -5646486 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5646976.000000 Penalty: 3488.224854
	Iteration 13Q: 3 clusters Score -5646976 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -5647163.500000 Penalty: 3488.224854
	Iteration 14Q: 3 clusters Score -5647164 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -5647255.000000 Penalty: 3488.224854
	Iteration 15Q: 3 clusters Score -5647255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -5647319.000000 Penalty: 3488.224854
	Iteration 16Q: 3 clusters Score -5647319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -5647351.500000 Penalty: 3488.224854
	Iteration 17Q: 3 clusters Score -5647352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -5647371.000000 Penalty: 3488.224854
	Iteration 18Q: 3 clusters Score -5647371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -5647389.000000 Penalty: 3488.224854
	Iteration 19Q: 3 clusters Score -5647389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -5647398.000000 Penalty: 3488.224854
	Iteration 20F: 3 clusters Score -5647398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5647402.500000 Penalty: 3488.224854
	Iteration 21Q: 3 clusters Score -5647402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -5647398.000000 Penalty: 3488.224854
	Iteration 22Q: 3 clusters Score -5647398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -5647399.000000 Penalty: 3488.224854
	Iteration 23Q: 3 clusters Score -5647399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5647403.000000 Penalty: 3488.224854
	Iteration 24Q: 3 clusters Score -5647403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5647406.500000 Penalty: 3488.224854
	Iteration 25Q: 3 clusters Score -5647406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5647425.500000 Penalty: 3488.224854
	Iteration 26Q: 3 clusters Score -5647426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -5647433.500000 Penalty: 3488.224854
	Iteration 27Q: 3 clusters Score -5647434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5647436.000000 Penalty: 3488.224854
	Iteration 28Q: 3 clusters Score -5647436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5647439.500000 Penalty: 3488.224854
	Iteration 29Q: 3 clusters Score -5647440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -5647440.500000 Penalty: 3488.224854
	Iteration 30Q: 3 clusters Score -5647440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -5647441.500000 Penalty: 3488.224854
	Iteration 31Q: 3 clusters Score -5647442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -5647441.500000 Penalty: 3488.224854
	Iteration 32F: 3 clusters Score -5647442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Entering Unmasked Estep 
Score: -2074297.500000 Penalty: 1582.687378
	Iteration 0F: 2 clusters Score -2074298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2062684.375000 Penalty: 3165.374756
	Iteration 0F: 3 clusters Score -2062684 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2066628.500000 Penalty: 3165.374756
	Iteration 1F: 3 clusters Score -2066628 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2066933.875000 Penalty: 3165.374756
	Iteration 2F: 3 clusters Score -2066934 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2067181.500000 Penalty: 3165.374756
	Iteration 3Q: 3 clusters Score -2067182 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2067419.625000 Penalty: 3165.374756
	Iteration 4Q: 3 clusters Score -2067420 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2067641.500000 Penalty: 3165.374756
	Iteration 5Q: 3 clusters Score -2067642 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2067907.625000 Penalty: 3165.374756
	Iteration 6Q: 3 clusters Score -2067908 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2068188.250000 Penalty: 3165.374756
	Iteration 7Q: 3 clusters Score -2068188 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2068498.000000 Penalty: 3165.374756
	Iteration 8Q: 3 clusters Score -2068498 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2068819.625000 Penalty: 3165.374756
	Iteration 9Q: 3 clusters Score -2068820 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2069182.875000 Penalty: 3165.374756
	Iteration 10Q: 3 clusters Score -2069183 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2069659.125000 Penalty: 3165.374756
	Iteration 11Q: 3 clusters Score -2069659 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2070113.875000 Penalty: 3165.374756
	Iteration 12Q: 3 clusters Score -2070114 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2070481.375000 Penalty: 3165.374756
	Iteration 13Q: 3 clusters Score -2070481 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2070757.000000 Penalty: 3165.374756
	Iteration 14Q: 3 clusters Score -2070757 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2070937.750000 Penalty: 3165.374756
	Iteration 15Q: 3 clusters Score -2070938 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2071076.000000 Penalty: 3165.374756
	Iteration 16Q: 3 clusters Score -2071076 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2071178.500000 Penalty: 3165.374756
	Iteration 17Q: 3 clusters Score -2071178 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2071268.500000 Penalty: 3165.374756
	Iteration 18Q: 3 clusters Score -2071268 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2071349.500000 Penalty: 3165.374756
	Iteration 19Q: 3 clusters Score -2071350 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2071432.875000 Penalty: 3165.374756
	Iteration 20F: 3 clusters Score -2071433 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2071519.500000 Penalty: 3165.374756
	Iteration 21Q: 3 clusters Score -2071520 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2071602.250000 Penalty: 3165.374756
	Iteration 22Q: 3 clusters Score -2071602 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2071691.250000 Penalty: 3165.374756
	Iteration 23Q: 3 clusters Score -2071691 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2071784.625000 Penalty: 3165.374756
	Iteration 24Q: 3 clusters Score -2071785 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2071869.875000 Penalty: 3165.374756
	Iteration 25Q: 3 clusters Score -2071870 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2071951.000000 Penalty: 3165.374756
	Iteration 26Q: 3 clusters Score -2071951 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2072032.250000 Penalty: 3165.374756
	Iteration 27Q: 3 clusters Score -2072032 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2072111.500000 Penalty: 3165.374756
	Iteration 28Q: 3 clusters Score -2072112 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2072185.625000 Penalty: 3165.374756
	Iteration 29Q: 3 clusters Score -2072186 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2072246.000000 Penalty: 3165.374756
	Iteration 30Q: 3 clusters Score -2072246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2072303.875000 Penalty: 3165.374756
	Iteration 31Q: 3 clusters Score -2072304 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2072374.750000 Penalty: 3165.374756
	Iteration 32Q: 3 clusters Score -2072375 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2072434.875000 Penalty: 3165.374756
	Iteration 33Q: 3 clusters Score -2072435 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2072498.750000 Penalty: 3165.374756
	Iteration 34Q: 3 clusters Score -2072499 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2072534.625000 Penalty: 3165.374756
	Iteration 35Q: 3 clusters Score -2072535 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2072583.875000 Penalty: 3165.374756
	Iteration 36Q: 3 clusters Score -2072584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2072631.875000 Penalty: 3165.374756
	Iteration 37Q: 3 clusters Score -2072632 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2072678.750000 Penalty: 3165.374756
	Iteration 38Q: 3 clusters Score -2072679 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2072703.750000 Penalty: 3165.374756
	Iteration 39Q: 3 clusters Score -2072704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2072716.250000 Penalty: 3165.374756
	Iteration 40F: 3 clusters Score -2072716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2072741.250000 Penalty: 3165.374756
	Iteration 41Q: 3 clusters Score -2072741 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2072759.500000 Penalty: 3165.374756
	Iteration 42Q: 3 clusters Score -2072760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2072774.375000 Penalty: 3165.374756
	Iteration 43Q: 3 clusters Score -2072774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2072792.500000 Penalty: 3165.374756
	Iteration 44Q: 3 clusters Score -2072792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2072800.125000 Penalty: 3165.374756
	Iteration 45Q: 3 clusters Score -2072800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2072816.000000 Penalty: 3165.374756
	Iteration 46Q: 3 clusters Score -2072816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2072826.000000 Penalty: 3165.374756
	Iteration 47Q: 3 clusters Score -2072826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2072834.750000 Penalty: 3165.374756
	Iteration 48Q: 3 clusters Score -2072835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2072852.625000 Penalty: 3165.374756
	Iteration 49Q: 3 clusters Score -2072853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2072865.000000 Penalty: 3165.374756
	Iteration 50Q: 3 clusters Score -2072865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2072877.625000 Penalty: 3165.374756
	Iteration 51Q: 3 clusters Score -2072878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2072889.375000 Penalty: 3165.374756
	Iteration 52Q: 3 clusters Score -2072889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2072898.125000 Penalty: 3165.374756
	Iteration 53Q: 3 clusters Score -2072898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2072910.000000 Penalty: 3165.374756
	Iteration 54Q: 3 clusters Score -2072910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2072922.750000 Penalty: 3165.374756
	Iteration 55Q: 3 clusters Score -2072923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2072928.875000 Penalty: 3165.374756
	Iteration 56Q: 3 clusters Score -2072929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2072930.875000 Penalty: 3165.374756
	Iteration 57Q: 3 clusters Score -2072931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2072937.000000 Penalty: 3165.374756
	Iteration 58Q: 3 clusters Score -2072937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2072943.750000 Penalty: 3165.374756
	Iteration 59Q: 3 clusters Score -2072944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2072948.375000 Penalty: 3165.374756
	Iteration 60F: 3 clusters Score -2072948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2072952.750000 Penalty: 3165.374756
	Iteration 61Q: 3 clusters Score -2072953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2072952.250000 Penalty: 3165.374756
	Iteration 62Q: 3 clusters Score -2072952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2072956.000000 Penalty: 3165.374756
	Iteration 63Q: 3 clusters Score -2072956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2072959.625000 Penalty: 3165.374756
	Iteration 64Q: 3 clusters Score -2072960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2072961.750000 Penalty: 3165.374756
	Iteration 65Q: 3 clusters Score -2072962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2072960.250000 Penalty: 3165.374756
	Iteration 66Q: 3 clusters Score -2072960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2072961.250000 Penalty: 3165.374756
	Iteration 67Q: 3 clusters Score -2072961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2072959.000000 Penalty: 3165.374756
	Iteration 68Q: 3 clusters Score -2072959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2072959.250000 Penalty: 3165.374756
	Iteration 69Q: 3 clusters Score -2072959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2072959.250000 Penalty: 3165.374756
	Iteration 70F: 3 clusters Score -2072959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Entering Unmasked Estep 
Score: -3093844.500000 Penalty: 1642.029053
	Iteration 0F: 2 clusters Score -3093844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3077394.500000 Penalty: 3284.058105
	Iteration 0F: 3 clusters Score -3077394 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3083428.500000 Penalty: 3284.058105
	Iteration 1F: 3 clusters Score -3083428 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3083746.250000 Penalty: 3284.058105
	Iteration 2Q: 3 clusters Score -3083746 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3084029.750000 Penalty: 3284.058105
	Iteration 3Q: 3 clusters Score -3084030 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -3084302.000000 Penalty: 3284.058105
	Iteration 4Q: 3 clusters Score -3084302 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3084602.500000 Penalty: 3284.058105
	Iteration 5Q: 3 clusters Score -3084602 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -3084941.000000 Penalty: 3284.058105
	Iteration 6Q: 3 clusters Score -3084941 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3085338.500000 Penalty: 3284.058105
	Iteration 7Q: 3 clusters Score -3085338 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -3085839.750000 Penalty: 3284.058105
	Iteration 8Q: 3 clusters Score -3085840 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3086542.500000 Penalty: 3284.058105
	Iteration 9Q: 3 clusters Score -3086542 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3087381.250000 Penalty: 3284.058105
	Iteration 10F: 3 clusters Score -3087381 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3088316.500000 Penalty: 3284.058105
	Iteration 11F: 3 clusters Score -3088316 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3089062.250000 Penalty: 3284.058105
	Iteration 12Q: 3 clusters Score -3089062 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3089552.250000 Penalty: 3284.058105
	Iteration 13Q: 3 clusters Score -3089552 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3089816.250000 Penalty: 3284.058105
	Iteration 14Q: 3 clusters Score -3089816 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3090001.000000 Penalty: 3284.058105
	Iteration 15Q: 3 clusters Score -3090001 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3090125.250000 Penalty: 3284.058105
	Iteration 16Q: 3 clusters Score -3090125 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -3090268.250000 Penalty: 3284.058105
	Iteration 17Q: 3 clusters Score -3090268 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3090357.250000 Penalty: 3284.058105
	Iteration 18Q: 3 clusters Score -3090357 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3090443.000000 Penalty: 3284.058105
	Iteration 19Q: 3 clusters Score -3090443 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3090563.750000 Penalty: 3284.058105
	Iteration 20F: 3 clusters Score -3090564 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3090688.000000 Penalty: 3284.058105
	Iteration 21Q: 3 clusters Score -3090688 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3090781.000000 Penalty: 3284.058105
	Iteration 22Q: 3 clusters Score -3090781 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3090885.500000 Penalty: 3284.058105
	Iteration 23Q: 3 clusters Score -3090886 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3091017.250000 Penalty: 3284.058105
	Iteration 24Q: 3 clusters Score -3091017 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3091149.250000 Penalty: 3284.058105
	Iteration 25Q: 3 clusters Score -3091149 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3091255.500000 Penalty: 3284.058105
	Iteration 26Q: 3 clusters Score -3091256 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3091364.750000 Penalty: 3284.058105
	Iteration 27Q: 3 clusters Score -3091365 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3091467.750000 Penalty: 3284.058105
	Iteration 28Q: 3 clusters Score -3091468 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3091569.000000 Penalty: 3284.058105
	Iteration 29Q: 3 clusters Score -3091569 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3091650.750000 Penalty: 3284.058105
	Iteration 30Q: 3 clusters Score -3091651 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3091723.250000 Penalty: 3284.058105
	Iteration 31Q: 3 clusters Score -3091723 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3091826.500000 Penalty: 3284.058105
	Iteration 32Q: 3 clusters Score -3091826 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3091915.250000 Penalty: 3284.058105
	Iteration 33Q: 3 clusters Score -3091915 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3092000.500000 Penalty: 3284.058105
	Iteration 34Q: 3 clusters Score -3092000 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3092066.250000 Penalty: 3284.058105
	Iteration 35Q: 3 clusters Score -3092066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3092117.750000 Penalty: 3284.058105
	Iteration 36Q: 3 clusters Score -3092118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3092162.000000 Penalty: 3284.058105
	Iteration 37Q: 3 clusters Score -3092162 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3092204.250000 Penalty: 3284.058105
	Iteration 38Q: 3 clusters Score -3092204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3092243.250000 Penalty: 3284.058105
	Iteration 39Q: 3 clusters Score -3092243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3092277.500000 Penalty: 3284.058105
	Iteration 40F: 3 clusters Score -3092278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3092308.500000 Penalty: 3284.058105
	Iteration 41Q: 3 clusters Score -3092308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3092330.000000 Penalty: 3284.058105
	Iteration 42Q: 3 clusters Score -3092330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3092350.250000 Penalty: 3284.058105
	Iteration 43Q: 3 clusters Score -3092350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3092365.000000 Penalty: 3284.058105
	Iteration 44Q: 3 clusters Score -3092365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3092383.000000 Penalty: 3284.058105
	Iteration 45Q: 3 clusters Score -3092383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3092392.750000 Penalty: 3284.058105
	Iteration 46Q: 3 clusters Score -3092393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3092402.500000 Penalty: 3284.058105
	Iteration 47Q: 3 clusters Score -3092402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3092420.750000 Penalty: 3284.058105
	Iteration 48Q: 3 clusters Score -3092421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3092429.750000 Penalty: 3284.058105
	Iteration 49Q: 3 clusters Score -3092430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3092437.500000 Penalty: 3284.058105
	Iteration 50Q: 3 clusters Score -3092438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3092448.250000 Penalty: 3284.058105
	Iteration 51Q: 3 clusters Score -3092448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3092456.250000 Penalty: 3284.058105
	Iteration 52Q: 3 clusters Score -3092456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3092468.250000 Penalty: 3284.058105
	Iteration 53Q: 3 clusters Score -3092468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3092472.750000 Penalty: 3284.058105
	Iteration 54Q: 3 clusters Score -3092473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3092473.000000 Penalty: 3284.058105
	Iteration 55Q: 3 clusters Score -3092473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3092477.750000 Penalty: 3284.058105
	Iteration 56Q: 3 clusters Score -3092478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3092481.250000 Penalty: 3284.058105
	Iteration 57Q: 3 clusters Score -3092481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3092482.500000 Penalty: 3284.058105
	Iteration 58Q: 3 clusters Score -3092482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3092482.000000 Penalty: 3284.058105
	Iteration 59Q: 3 clusters Score -3092482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3092484.500000 Penalty: 3284.058105
	Iteration 60F: 3 clusters Score -3092484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -157101.000000 Penalty: 1178.573853
	Iteration 0F: 2 clusters Score -157101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -155416.750000 Penalty: 2357.147705
	Iteration 0F: 3 clusters Score -155416.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155789.984375 Penalty: 2357.147705
	Iteration 1F: 3 clusters Score -155790 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155951.734375 Penalty: 2357.147705
	Iteration 2F: 3 clusters Score -155951.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -156070.421875 Penalty: 2357.147705
	Iteration 3F: 3 clusters Score -156070.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -156181.578125 Penalty: 2357.147705
	Iteration 4F: 3 clusters Score -156181.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -156282.765625 Penalty: 2357.147705
	Iteration 5F: 3 clusters Score -156282.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -156392.812500 Penalty: 2357.147705
	Iteration 6Q: 3 clusters Score -156392.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156509.031250 Penalty: 2357.147705
	Iteration 7Q: 3 clusters Score -156509 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -156606.109375 Penalty: 2357.147705
	Iteration 8F: 3 clusters Score -156606.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -156654.078125 Penalty: 2357.147705
	Iteration 9Q: 3 clusters Score -156654.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -156695.640625 Penalty: 2357.147705
	Iteration 10Q: 3 clusters Score -156695.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -156716.000000 Penalty: 2357.147705
	Iteration 11Q: 3 clusters Score -156716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -156729.734375 Penalty: 2357.147705
	Iteration 12Q: 3 clusters Score -156729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -156733.015625 Penalty: 2357.147705
	Iteration 13Q: 3 clusters Score -156733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -156740.203125 Penalty: 2357.147705
	Iteration 14Q: 3 clusters Score -156740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -156742.546875 Penalty: 2357.147705
	Iteration 15Q: 3 clusters Score -156742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -156744.687500 Penalty: 2357.147705
	Iteration 16Q: 3 clusters Score -156744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -156746.812500 Penalty: 2357.147705
	Iteration 17Q: 3 clusters Score -156746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -156746.812500 Penalty: 2357.147705
	Iteration 18F: 3 clusters Score -156746.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Entering Unmasked Estep 
Score: -1592367.000000 Penalty: 1540.943726
	Iteration 0F: 2 clusters Score -1592367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1583363.750000 Penalty: 3081.887451
	Iteration 0F: 3 clusters Score -1583364 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1586339.875000 Penalty: 3081.887451
	Iteration 1F: 3 clusters Score -1586340 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1586631.125000 Penalty: 3081.887451
	Iteration 2F: 3 clusters Score -1586631 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1586863.625000 Penalty: 3081.887451
	Iteration 3Q: 3 clusters Score -1586864 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1587085.625000 Penalty: 3081.887451
	Iteration 4Q: 3 clusters Score -1587086 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1587296.750000 Penalty: 3081.887451
	Iteration 5Q: 3 clusters Score -1587297 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1587499.250000 Penalty: 3081.887451
	Iteration 6Q: 3 clusters Score -1587499 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1587741.500000 Penalty: 3081.887451
	Iteration 7Q: 3 clusters Score -1587742 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1588010.875000 Penalty: 3081.887451
	Iteration 8Q: 3 clusters Score -1588011 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1588326.250000 Penalty: 3081.887451
	Iteration 9Q: 3 clusters Score -1588326 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1588656.250000 Penalty: 3081.887451
	Iteration 10Q: 3 clusters Score -1588656 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1588977.000000 Penalty: 3081.887451
	Iteration 11Q: 3 clusters Score -1588977 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1589256.500000 Penalty: 3081.887451
	Iteration 12Q: 3 clusters Score -1589256 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1589460.125000 Penalty: 3081.887451
	Iteration 13Q: 3 clusters Score -1589460 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1589604.000000 Penalty: 3081.887451
	Iteration 14Q: 3 clusters Score -1589604 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1589682.750000 Penalty: 3081.887451
	Iteration 15Q: 3 clusters Score -1589683 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1589724.000000 Penalty: 3081.887451
	Iteration 16Q: 3 clusters Score -1589724 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1589759.250000 Penalty: 3081.887451
	Iteration 17Q: 3 clusters Score -1589759 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1589787.375000 Penalty: 3081.887451
	Iteration 18Q: 3 clusters Score -1589787 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1589808.500000 Penalty: 3081.887451
	Iteration 19Q: 3 clusters Score -1589808 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1589834.250000 Penalty: 3081.887451
	Iteration 20F: 3 clusters Score -1589834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1589860.375000 Penalty: 3081.887451
	Iteration 21Q: 3 clusters Score -1589860 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1589884.500000 Penalty: 3081.887451
	Iteration 22Q: 3 clusters Score -1589884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1589909.500000 Penalty: 3081.887451
	Iteration 23Q: 3 clusters Score -1589910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1589934.500000 Penalty: 3081.887451
	Iteration 24Q: 3 clusters Score -1589934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1589950.875000 Penalty: 3081.887451
	Iteration 25Q: 3 clusters Score -1589951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1589972.750000 Penalty: 3081.887451
	Iteration 26Q: 3 clusters Score -1589973 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1590005.375000 Penalty: 3081.887451
	Iteration 27Q: 3 clusters Score -1590005 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1590056.875000 Penalty: 3081.887451
	Iteration 28Q: 3 clusters Score -1590057 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1590129.000000 Penalty: 3081.887451
	Iteration 29Q: 3 clusters Score -1590129 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1590225.375000 Penalty: 3081.887451
	Iteration 30Q: 3 clusters Score -1590225 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1590308 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1590404.750000 Penalty: 3081.887451
	Iteration 32Q: 3 clusters Score -1590405 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1590512.750000 Penalty: 3081.887451
	Iteration 33Q: 3 clusters Score -1590513 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1590622.625000 Penalty: 3081.887451
	Iteration 34Q: 3 clusters Score -1590623 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1590705 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1590775 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1590833.250000 Penalty: 3081.887451
	Iteration 37Q: 3 clusters Score -1590833 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1590881 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1590921.875000 Penalty: 3081.887451
	Iteration 39Q: 3 clusters Score -1590922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1590951.875000 Penalty: 3081.887451
	Iteration 40F: 3 clusters Score -1590952 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1590967.000000 Penalty: 3081.887451
	Iteration 41Q: 3 clusters Score -1590967 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1591000.750000 Penalty: 3081.887451
	Iteration 42Q: 3 clusters Score -1591001 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1591037.500000 Penalty: 3081.887451
	Iteration 43Q: 3 clusters Score -1591038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1591068.625000 Penalty: 3081.887451
	Iteration 44Q: 3 clusters Score -1591069 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1591092.125000 Penalty: 3081.887451
	Iteration 45Q: 3 clusters Score -1591092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1591118.625000 Penalty: 3081.887451
	Iteration 46Q: 3 clusters Score -1591119 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1591132.625000 Penalty: 3081.887451
	Iteration 47Q: 3 clusters Score -1591133 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1591152.625000 Penalty: 3081.887451
	Iteration 48Q: 3 clusters Score -1591153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1591166.500000 Penalty: 3081.887451
	Iteration 49Q: 3 clusters Score -1591166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1591169.250000 Penalty: 3081.887451
	Iteration 50Q: 3 clusters Score -1591169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1591175.500000 Penalty: 3081.887451
	Iteration 51Q: 3 clusters Score -1591176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1591182.625000 Penalty: 3081.887451
	Iteration 52Q: 3 clusters Score -1591183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1591183.500000 Penalty: 3081.887451
	Iteration 53Q: 3 clusters Score -1591184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1591184.625000 Penalty: 3081.887451
	Iteration 54Q: 3 clusters Score -1591185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1591187.875000 Penalty: 3081.887451
	Iteration 55Q: 3 clusters Score -1591188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1591189.875000 Penalty: 3081.887451
	Iteration 56Q: 3 clusters Score -1591190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1591191.875000 Penalty: 3081.887451
	Iteration 57Q: 3 clusters Score -1591192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1591197.625000 Penalty: 3081.887451
	Iteration 58Q: 3 clusters Score -1591198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1591200.250000 Penalty: 3081.887451
	Iteration 59Q: 3 clusters Score -1591200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1591200.125000 Penalty: 3081.887451
	Iteration 60F: 3 clusters Score -1591200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1591201.250000 Penalty: 3081.887451
	Iteration 61Q: 3 clusters Score -1591201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1591203.500000 Penalty: 3081.887451
	Iteration 62Q: 3 clusters Score -1591204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1591207.250000 Penalty: 3081.887451
	Iteration 63Q: 3 clusters Score -1591207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1591207.000000 Penalty: 3081.887451
	Iteration 64Q: 3 clusters Score -1591207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1591211.000000 Penalty: 3081.887451
	Iteration 65Q: 3 clusters Score -1591211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1591212.125000 Penalty: 3081.887451
	Iteration 66Q: 3 clusters Score -1591212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1591216.000000 Penalty: 3081.887451
	Iteration 67Q: 3 clusters Score -1591216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1591218.625000 Penalty: 3081.887451
	Iteration 68Q: 3 clusters Score -1591219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1591219.375000 Penalty: 3081.887451
	Iteration 69Q: 3 clusters Score -1591219 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1591219.125000 Penalty: 3081.887451
	Iteration 70Q: 3 clusters Score -1591219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1591223.375000 Penalty: 3081.887451
	Iteration 71Q: 3 clusters Score -1591223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1591220.000000 Penalty: 3081.887451
	Iteration 72Q: 3 clusters Score -1591220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1591224.125000 Penalty: 3081.887451
	Iteration 73Q: 3 clusters Score -1591224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1591228.750000 Penalty: 3081.887451
	Iteration 74Q: 3 clusters Score -1591229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1591229.500000 Penalty: 3081.887451
	Iteration 75Q: 3 clusters Score -1591230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1591229.500000 Penalty: 3081.887451
	Iteration 76Q: 3 clusters Score -1591230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1591227.750000 Penalty: 3081.887451
	Iteration 77Q: 3 clusters Score -1591228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1591228.000000 Penalty: 3081.887451
	Iteration 78Q: 3 clusters Score -1591228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1591227.250000 Penalty: 3081.887451
	Iteration 79Q: 3 clusters Score -1591227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1591228.000000 Penalty: 3081.887451
	Iteration 80F: 3 clusters Score -1591228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1591234.000000 Penalty: 3081.887451
	Iteration 81Q: 3 clusters Score -1591234 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1591231.750000 Penalty: 3081.887451
	Iteration 82Q: 3 clusters Score -1591232 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1591235.625000 Penalty: 3081.887451
	Iteration 83Q: 3 clusters Score -1591236 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1591236.500000 Penalty: 3081.887451
	Iteration 84Q: 3 clusters Score -1591236 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1591240.875000 Penalty: 3081.887451
	Iteration 85Q: 3 clusters Score -1591241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1591244.125000 Penalty: 3081.887451
	Iteration 86Q: 3 clusters Score -1591244 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1591246.000000 Penalty: 3081.887451
	Iteration 87Q: 3 clusters Score -1591246 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1591246.875000 Penalty: 3081.887451
	Iteration 88Q: 3 clusters Score -1591247 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1591250.250000 Penalty: 3081.887451
	Iteration 89Q: 3 clusters Score -1591250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1591252.375000 Penalty: 3081.887451
	Iteration 90Q: 3 clusters Score -1591252 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10620 members 
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Entering Unmasked Estep 
Score: -1591252.625000 Penalty: 3081.887451
	Iteration 91Q: 3 clusters Score -1591253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1591254.250000 Penalty: 3081.887451
	Iteration 92Q: 3 clusters Score -1591254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1591261.000000 Penalty: 3081.887451
	Iteration 93Q: 3 clusters Score -1591261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1591261.875000 Penalty: 3081.887451
	Iteration 94Q: 3 clusters Score -1591262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1591261.500000 Penalty: 3081.887451
	Iteration 95Q: 3 clusters Score -1591262 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1591263.250000 Penalty: 3081.887451
	Iteration 96Q: 3 clusters Score -1591263 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1591266.875000 Penalty: 3081.887451
	Iteration 97Q: 3 clusters Score -1591267 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1591269.875000 Penalty: 3081.887451
	Iteration 98Q: 3 clusters Score -1591270 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1591266.875000 Penalty: 3081.887451
	Iteration 99Q: 3 clusters Score -1591267 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1591265.250000 Penalty: 3081.887451
	Iteration 100F: 3 clusters Score -1591265 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1591264.375000 Penalty: 3081.887451
	Iteration 101Q: 3 clusters Score -1591264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1591264.250000 Penalty: 3081.887451
	Iteration 102Q: 3 clusters Score -1591264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1591266.375000 Penalty: 3081.887451
	Iteration 103Q: 3 clusters Score -1591266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1591267.000000 Penalty: 3081.887451
	Iteration 104Q: 3 clusters Score -1591267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1591265.375000 Penalty: 3081.887451
	Iteration 105Q: 3 clusters Score -1591265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1591264.625000 Penalty: 3081.887451
	Iteration 106Q: 3 clusters Score -1591265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1591265.500000 Penalty: 3081.887451
	Iteration 107Q: 3 clusters Score -1591266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1591265.500000 Penalty: 3081.887451
	Iteration 108Q: 3 clusters Score -1591266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1591269.125000 Penalty: 3081.887451
	Iteration 109Q: 3 clusters Score -1591269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1591267.750000 Penalty: 3081.887451
	Iteration 110Q: 3 clusters Score -1591268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1591267.750000 Penalty: 3081.887451
	Iteration 111F: 3 clusters Score -1591268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -205939.796875 Penalty: 1217.754517
	Iteration 0F: 2 clusters Score -205939.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -203987.328125 Penalty: 2435.509033
	Iteration 0F: 3 clusters Score -203987.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -204423.968750 Penalty: 2435.509033
	Iteration 1F: 3 clusters Score -204424 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -204626.703125 Penalty: 2435.509033
	Iteration 2F: 3 clusters Score -204626.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -204845.718750 Penalty: 2435.509033
	Iteration 3F: 3 clusters Score -204845.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -205027.296875 Penalty: 2435.509033
	Iteration 4F: 3 clusters Score -205027.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -205188.921875 Penalty: 2435.509033
	Iteration 5F: 3 clusters Score -205188.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -205344.265625 Penalty: 2435.509033
	Iteration 6F: 3 clusters Score -205344.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -205474.515625 Penalty: 2435.509033
	Iteration 7F: 3 clusters Score -205474.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -205540.703125 Penalty: 2435.509033
	Iteration 8Q: 3 clusters Score -205540.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -205577.515625 Penalty: 2435.509033
	Iteration 9Q: 3 clusters Score -205577.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -205588.031250 Penalty: 2435.509033
	Iteration 10Q: 3 clusters Score -205588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -205589.953125 Penalty: 2435.509033
	Iteration 11Q: 3 clusters Score -205590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -205591.031250 Penalty: 2435.509033
	Iteration 12Q: 3 clusters Score -205591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -205591.375000 Penalty: 2435.509033
	Iteration 13Q: 3 clusters Score -205591.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -205591.812500 Penalty: 2435.509033
	Iteration 14Q: 3 clusters Score -205591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -205592.203125 Penalty: 2435.509033
	Iteration 15Q: 3 clusters Score -205592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -205592.593750 Penalty: 2435.509033
	Iteration 16Q: 3 clusters Score -205592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -205594.062500 Penalty: 2435.509033
	Iteration 17Q: 3 clusters Score -205594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -205597.625000 Penalty: 2435.509033
	Iteration 18Q: 3 clusters Score -205597.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -205600.312500 Penalty: 2435.509033
	Iteration 19Q: 3 clusters Score -205600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -205601.656250 Penalty: 2435.509033
	Iteration 20F: 3 clusters Score -205601.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -205603.109375 Penalty: 2435.509033
	Iteration 21Q: 3 clusters Score -205603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -205603.921875 Penalty: 2435.509033
	Iteration 22Q: 3 clusters Score -205603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -205604.750000 Penalty: 2435.509033
	Iteration 23Q: 3 clusters Score -205604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -205605.953125 Penalty: 2435.509033
	Iteration 24Q: 3 clusters Score -205606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -205607.328125 Penalty: 2435.509033
	Iteration 25Q: 3 clusters Score -205607.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -205607.625000 Penalty: 2435.509033
	Iteration 26Q: 3 clusters Score -205607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -205607.968750 Penalty: 2435.509033
	Iteration 27Q: 3 clusters Score -205608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -205607.968750 Penalty: 2435.509033
	Iteration 28F: 3 clusters Score -205608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -529348.687500 Penalty: 1350.682129
	Iteration 0F: 2 clusters Score -529348.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -525954.937500 Penalty: 2701.364258
	Iteration 0F: 3 clusters Score -525954.9 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -526792.187500 Penalty: 2701.364258
	Iteration 1F: 3 clusters Score -526792.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -526951.000000 Penalty: 2701.364258
	Iteration 2F: 3 clusters Score -526951 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -527040.437500 Penalty: 2701.364258
	Iteration 3F: 3 clusters Score -527040.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -527088.875000 Penalty: 2701.364258
	Iteration 4Q: 3 clusters Score -527088.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -527127.625000 Penalty: 2701.364258
	Iteration 5Q: 3 clusters Score -527127.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -527164.375000 Penalty: 2701.364258
	Iteration 6Q: 3 clusters Score -527164.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -527203.062500 Penalty: 2701.364258
	Iteration 7Q: 3 clusters Score -527203.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -527238.562500 Penalty: 2701.364258
	Iteration 8Q: 3 clusters Score -527238.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -527267.875000 Penalty: 2701.364258
	Iteration 9Q: 3 clusters Score -527267.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -527301.187500 Penalty: 2701.364258
	Iteration 10Q: 3 clusters Score -527301.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -527334.375000 Penalty: 2701.364258
	Iteration 11Q: 3 clusters Score -527334.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -527374.875000 Penalty: 2701.364258
	Iteration 12Q: 3 clusters Score -527374.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -527424.437500 Penalty: 2701.364258
	Iteration 13Q: 3 clusters Score -527424.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -527467.562500 Penalty: 2701.364258
	Iteration 14Q: 3 clusters Score -527467.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -527518.437500 Penalty: 2701.364258
	Iteration 15Q: 3 clusters Score -527518.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -527589.125000 Penalty: 2701.364258
	Iteration 16Q: 3 clusters Score -527589.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -527672.500000 Penalty: 2701.364258
	Iteration 17Q: 3 clusters Score -527672.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -527728.812500 Penalty: 2701.364258
	Iteration 18Q: 3 clusters Score -527728.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -527786.625000 Penalty: 2701.364258
	Iteration 19Q: 3 clusters Score -527786.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -527848.875000 Penalty: 2701.364258
	Iteration 20F: 3 clusters Score -527848.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -527901.875000 Penalty: 2701.364258
	Iteration 21Q: 3 clusters Score -527901.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -527942.062500 Penalty: 2701.364258
	Iteration 22Q: 3 clusters Score -527942.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -527991.250000 Penalty: 2701.364258
	Iteration 23Q: 3 clusters Score -527991.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -528029.625000 Penalty: 2701.364258
	Iteration 24Q: 3 clusters Score -528029.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -528062.875000 Penalty: 2701.364258
	Iteration 25Q: 3 clusters Score -528062.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -528090.625000 Penalty: 2701.364258
	Iteration 26Q: 3 clusters Score -528090.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -528115.187500 Penalty: 2701.364258
	Iteration 27Q: 3 clusters Score -528115.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -528139.500000 Penalty: 2701.364258
	Iteration 28Q: 3 clusters Score -528139.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -528162.312500 Penalty: 2701.364258
	Iteration 29Q: 3 clusters Score -528162.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -528178.812500 Penalty: 2701.364258
	Iteration 30Q: 3 clusters Score -528178.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -528194.250000 Penalty: 2701.364258
	Iteration 31Q: 3 clusters Score -528194.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -528201.312500 Penalty: 2701.364258
	Iteration 32Q: 3 clusters Score -528201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -528203.562500 Penalty: 2701.364258
	Iteration 33Q: 3 clusters Score -528203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -528205.250000 Penalty: 2701.364258
	Iteration 34Q: 3 clusters Score -528205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -528205.250000 Penalty: 2701.364258
	Iteration 35Q: 3 clusters Score -528205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -528207.437500 Penalty: 2701.364258
	Iteration 36Q: 3 clusters Score -528207.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -528207.437500 Penalty: 2701.364258
	Iteration 37F: 3 clusters Score -528207.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -356849.906250 Penalty: 1301.629517
	Iteration 0F: 2 clusters Score -356849.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -354084.125000 Penalty: 2603.259033
	Iteration 0F: 3 clusters Score -354084.1 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -354770.093750 Penalty: 2603.259033
	Iteration 1F: 3 clusters Score -354770.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -354899.250000 Penalty: 2603.259033
	Iteration 2F: 3 clusters Score -354899.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -354979.718750 Penalty: 2603.259033
	Iteration 3Q: 3 clusters Score -354979.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -355051.937500 Penalty: 2603.259033
	Iteration 4Q: 3 clusters Score -355051.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -355109.000000 Penalty: 2603.259033
	Iteration 5Q: 3 clusters Score -355109 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -355159.281250 Penalty: 2603.259033
	Iteration 6Q: 3 clusters Score -355159.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -355200.968750 Penalty: 2603.259033
	Iteration 7Q: 3 clusters Score -355201 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -355242.343750 Penalty: 2603.259033
	Iteration 8Q: 3 clusters Score -355242.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -355293.062500 Penalty: 2603.259033
	Iteration 9Q: 3 clusters Score -355293.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -355354.156250 Penalty: 2603.259033
	Iteration 10Q: 3 clusters Score -355354.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -355429.375000 Penalty: 2603.259033
	Iteration 11Q: 3 clusters Score -355429.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -355505.031250 Penalty: 2603.259033
	Iteration 12Q: 3 clusters Score -355505 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -355602.593750 Penalty: 2603.259033
	Iteration 13Q: 3 clusters Score -355602.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -355690.593750 Penalty: 2603.259033
	Iteration 14Q: 3 clusters Score -355690.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -355786.812500 Penalty: 2603.259033
	Iteration 15Q: 3 clusters Score -355786.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -355893.687500 Penalty: 2603.259033
	Iteration 16Q: 3 clusters Score -355893.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -355955.906250 Penalty: 2603.259033
	Iteration 17Q: 3 clusters Score -355955.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -355997.937500 Penalty: 2603.259033
	Iteration 18Q: 3 clusters Score -355997.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -356021.000000 Penalty: 2603.259033
	Iteration 19Q: 3 clusters Score -356021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -356041.906250 Penalty: 2603.259033
	Iteration 20F: 3 clusters Score -356041.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -356055.406250 Penalty: 2603.259033
	Iteration 21Q: 3 clusters Score -356055.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -356068.906250 Penalty: 2603.259033
	Iteration 22Q: 3 clusters Score -356068.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -356081.468750 Penalty: 2603.259033
	Iteration 23Q: 3 clusters Score -356081.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -356087.187500 Penalty: 2603.259033
	Iteration 24Q: 3 clusters Score -356087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -356090.093750 Penalty: 2603.259033
	Iteration 25Q: 3 clusters Score -356090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -356091.875000 Penalty: 2603.259033
	Iteration 26Q: 3 clusters Score -356091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -356093.843750 Penalty: 2603.259033
	Iteration 27Q: 3 clusters Score -356093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -356095.062500 Penalty: 2603.259033
	Iteration 28Q: 3 clusters Score -356095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -356095.718750 Penalty: 2603.259033
	Iteration 29Q: 3 clusters Score -356095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -356095.906250 Penalty: 2603.259033
	Iteration 30Q: 3 clusters Score -356095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -356096.031250 Penalty: 2603.259033
	Iteration 31Q: 3 clusters Score -356096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -356096.031250 Penalty: 2603.259033
	Iteration 32F: 3 clusters Score -356096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -627989.937500 Penalty: 1389.256958
	Iteration 0F: 2 clusters Score -627989.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -623949.625000 Penalty: 2778.513916
	Iteration 0F: 3 clusters Score -623949.6 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -625155.812500 Penalty: 2778.513916
	Iteration 1F: 3 clusters Score -625155.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -625335.812500 Penalty: 2778.513916
	Iteration 2F: 3 clusters Score -625335.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -625467.437500 Penalty: 2778.513916
	Iteration 3Q: 3 clusters Score -625467.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -625595.062500 Penalty: 2778.513916
	Iteration 4Q: 3 clusters Score -625595.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -625734.500000 Penalty: 2778.513916
	Iteration 5Q: 3 clusters Score -625734.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -625846.125000 Penalty: 2778.513916
	Iteration 6Q: 3 clusters Score -625846.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -625936.562500 Penalty: 2778.513916
	Iteration 7Q: 3 clusters Score -625936.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -626030.875000 Penalty: 2778.513916
	Iteration 8Q: 3 clusters Score -626030.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -626137.437500 Penalty: 2778.513916
	Iteration 9Q: 3 clusters Score -626137.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -626233.937500 Penalty: 2778.513916
	Iteration 10Q: 3 clusters Score -626233.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -626330.125000 Penalty: 2778.513916
	Iteration 11Q: 3 clusters Score -626330.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -626449.250000 Penalty: 2778.513916
	Iteration 12Q: 3 clusters Score -626449.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -626573.937500 Penalty: 2778.513916
	Iteration 13Q: 3 clusters Score -626573.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -626703.250000 Penalty: 2778.513916
	Iteration 14Q: 3 clusters Score -626703.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -626796.937500 Penalty: 2778.513916
	Iteration 15Q: 3 clusters Score -626796.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -626848.375000 Penalty: 2778.513916
	Iteration 16Q: 3 clusters Score -626848.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -626886.625000 Penalty: 2778.513916
	Iteration 17Q: 3 clusters Score -626886.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -626913.625000 Penalty: 2778.513916
	Iteration 18Q: 3 clusters Score -626913.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -626934.875000 Penalty: 2778.513916
	Iteration 19Q: 3 clusters Score -626934.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -626950.250000 Penalty: 2778.513916
	Iteration 20F: 3 clusters Score -626950.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -626965.375000 Penalty: 2778.513916
	Iteration 21Q: 3 clusters Score -626965.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -626976.312500 Penalty: 2778.513916
	Iteration 22Q: 3 clusters Score -626976.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -626982.312500 Penalty: 2778.513916
	Iteration 23Q: 3 clusters Score -626982.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -626987.562500 Penalty: 2778.513916
	Iteration 24Q: 3 clusters Score -626987.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -626991.062500 Penalty: 2778.513916
	Iteration 25Q: 3 clusters Score -626991.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -626994.562500 Penalty: 2778.513916
	Iteration 26Q: 3 clusters Score -626994.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -626997.250000 Penalty: 2778.513916
	Iteration 27Q: 3 clusters Score -626997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -627000.625000 Penalty: 2778.513916
	Iteration 28Q: 3 clusters Score -627000.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -627001.500000 Penalty: 2778.513916
	Iteration 29Q: 3 clusters Score -627001.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -627004.500000 Penalty: 2778.513916
	Iteration 30Q: 3 clusters Score -627004.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -627007.375000 Penalty: 2778.513916
	Iteration 31Q: 3 clusters Score -627007.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -627011.562500 Penalty: 2778.513916
	Iteration 32Q: 3 clusters Score -627011.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -627016.937500 Penalty: 2778.513916
	Iteration 33Q: 3 clusters Score -627016.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -627025.187500 Penalty: 2778.513916
	Iteration 34Q: 3 clusters Score -627025.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -627030.062500 Penalty: 2778.513916
	Iteration 35Q: 3 clusters Score -627030.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -627033.375000 Penalty: 2778.513916
	Iteration 36Q: 3 clusters Score -627033.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -627038.562500 Penalty: 2778.513916
	Iteration 37Q: 3 clusters Score -627038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -627041.125000 Penalty: 2778.513916
	Iteration 38Q: 3 clusters Score -627041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -627042.312500 Penalty: 2778.513916
	Iteration 39Q: 3 clusters Score -627042.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -627044.437500 Penalty: 2778.513916
	Iteration 40F: 3 clusters Score -627044.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -627046.812500 Penalty: 2778.513916
	Iteration 41Q: 3 clusters Score -627046.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -627049.125000 Penalty: 2778.513916
	Iteration 42Q: 3 clusters Score -627049.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -627055.937500 Penalty: 2778.513916
	Iteration 43Q: 3 clusters Score -627055.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -627057.312500 Penalty: 2778.513916
	Iteration 44Q: 3 clusters Score -627057.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -627065.875000 Penalty: 2778.513916
	Iteration 45Q: 3 clusters Score -627065.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -627070.812500 Penalty: 2778.513916
	Iteration 46Q: 3 clusters Score -627070.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -627075.625000 Penalty: 2778.513916
	Iteration 47Q: 3 clusters Score -627075.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -627080.812500 Penalty: 2778.513916
	Iteration 48Q: 3 clusters Score -627080.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -627088.437500 Penalty: 2778.513916
	Iteration 49Q: 3 clusters Score -627088.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -627099.687500 Penalty: 2778.513916
	Iteration 50Q: 3 clusters Score -627099.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -627113.062500 Penalty: 2778.513916
	Iteration 51Q: 3 clusters Score -627113.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -627127.812500 Penalty: 2778.513916
	Iteration 52Q: 3 clusters Score -627127.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -627137.875000 Penalty: 2778.513916
	Iteration 53Q: 3 clusters Score -627137.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -627147.250000 Penalty: 2778.513916
	Iteration 54Q: 3 clusters Score -627147.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -627148.437500 Penalty: 2778.513916
	Iteration 55Q: 3 clusters Score -627148.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -627150.437500 Penalty: 2778.513916
	Iteration 56Q: 3 clusters Score -627150.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -627152.062500 Penalty: 2778.513916
	Iteration 57Q: 3 clusters Score -627152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -627153.062500 Penalty: 2778.513916
	Iteration 58Q: 3 clusters Score -627153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -627155.125000 Penalty: 2778.513916
	Iteration 59Q: 3 clusters Score -627155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -627155.687500 Penalty: 2778.513916
	Iteration 60F: 3 clusters Score -627155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -627155.875000 Penalty: 2778.513916
	Iteration 61Q: 3 clusters Score -627155.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -627157.562500 Penalty: 2778.513916
	Iteration 62Q: 3 clusters Score -627157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -627157.687500 Penalty: 2778.513916
	Iteration 63Q: 3 clusters Score -627157.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -627160.750000 Penalty: 2778.513916
	Iteration 64Q: 3 clusters Score -627160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -627160.250000 Penalty: 2778.513916
	Iteration 65Q: 3 clusters Score -627160.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -627160.250000 Penalty: 2778.513916
	Iteration 66F: 3 clusters Score -627160.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Entering Unmasked Estep 
Score: -11852249.000000 Penalty: 1861.956665
	Iteration 0F: 2 clusters Score -1.185225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -11795368.000000 Penalty: 3723.913330
	Iteration 0F: 3 clusters Score -1.179537e+07 nChanged 45169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -11822517.000000 Penalty: 3723.913330
	Iteration 1F: 3 clusters Score -1.182252e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -11823809.000000 Penalty: 3723.913330
	Iteration 2Q: 3 clusters Score -1.182381e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -11825986.000000 Penalty: 3723.913330
	Iteration 3Q: 3 clusters Score -1.182599e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -11829210.000000 Penalty: 3723.913330
	Iteration 4F: 3 clusters Score -1.182921e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -11834134.000000 Penalty: 3723.913330
	Iteration 5F: 3 clusters Score -1.183413e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -11839947.000000 Penalty: 3723.913330
	Iteration 6F: 3 clusters Score -1.183995e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -11844468.000000 Penalty: 3723.913330
	Iteration 7F: 3 clusters Score -1.184447e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -11846876.000000 Penalty: 3723.913330
	Iteration 8Q: 3 clusters Score -1.184688e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -11848088.000000 Penalty: 3723.913330
	Iteration 9Q: 3 clusters Score -1.184809e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -11848962.000000 Penalty: 3723.913330
	Iteration 10Q: 3 clusters Score -1.184896e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -11849736.000000 Penalty: 3723.913330
	Iteration 11Q: 3 clusters Score -1.184974e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -11850458.000000 Penalty: 3723.913330
	Iteration 12Q: 3 clusters Score -1.185046e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -11850954.000000 Penalty: 3723.913330
	Iteration 13Q: 3 clusters Score -1.185095e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -11851527.000000 Penalty: 3723.913330
	Iteration 14Q: 3 clusters Score -1.185153e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -11852062.000000 Penalty: 3723.913330
	Iteration 15Q: 3 clusters Score -1.185206e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -11852470.000000 Penalty: 3723.913330
	Iteration 16Q: 3 clusters Score -1.185247e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 77508 members 
Entering Unmasked Estep 
Score: -11852834.000000 Penalty: 3723.913330
	Iteration 17Q: 3 clusters Score -1.185283e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 78414 members 
Entering Unmasked Estep 
Score: -11853140.000000 Penalty: 3723.913330
	Iteration 18Q: 3 clusters Score -1.185314e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -11853444.000000 Penalty: 3723.913330
	Iteration 19Q: 3 clusters Score -1.185344e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -11853668.000000 Penalty: 3723.913330
	Iteration 20F: 3 clusters Score -1.185367e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -11853974.000000 Penalty: 3723.913330
	Iteration 21Q: 3 clusters Score -1.185397e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -11854134.000000 Penalty: 3723.913330
	Iteration 22Q: 3 clusters Score -1.185413e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -11854246.000000 Penalty: 3723.913330
	Iteration 23Q: 3 clusters Score -1.185425e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -11854319.000000 Penalty: 3723.913330
	Iteration 24Q: 3 clusters Score -1.185432e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -11854289.000000 Penalty: 3723.913330
	Iteration 25Q: 3 clusters Score -1.185429e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -11854165.000000 Penalty: 3723.913330
	Iteration 26Q: 3 clusters Score -1.185416e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 85846 members 
Entering Unmasked Estep 
Score: -11854080.000000 Penalty: 3723.913330
	Iteration 27Q: 3 clusters Score -1.185408e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -11853881.000000 Penalty: 3723.913330
	Iteration 28Q: 3 clusters Score -1.185388e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -11853668.000000 Penalty: 3723.913330
	Iteration 29Q: 3 clusters Score -1.185367e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -11853464.000000 Penalty: 3723.913330
	Iteration 30Q: 3 clusters Score -1.185346e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 88807 members 
Entering Unmasked Estep 
Score: -11853250.000000 Penalty: 3723.913330
	Iteration 31Q: 3 clusters Score -1.185325e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -11852980.000000 Penalty: 3723.913330
	Iteration 32Q: 3 clusters Score -1.185298e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
Score: -11852706.000000 Penalty: 3723.913330
	Iteration 33Q: 3 clusters Score -1.185271e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -11852467.000000 Penalty: 3723.913330
	Iteration 34Q: 3 clusters Score -1.185247e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -11852273.000000 Penalty: 3723.913330
	Iteration 35Q: 3 clusters Score -1.185227e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -11852140.000000 Penalty: 3723.913330
	Iteration 36Q: 3 clusters Score -1.185214e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 91908 members 
Entering Unmasked Estep 
Score: -11851943.000000 Penalty: 3723.913330
	Iteration 37Q: 3 clusters Score -1.185194e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -11851803.000000 Penalty: 3723.913330
	Iteration 38Q: 3 clusters Score -1.18518e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -11851654.000000 Penalty: 3723.913330
	Iteration 39Q: 3 clusters Score -1.185165e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 92779 members 
Entering Unmasked Estep 
Score: -11851522.000000 Penalty: 3723.913330
	Iteration 40F: 3 clusters Score -1.185152e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -11851453.000000 Penalty: 3723.913330
	Iteration 41Q: 3 clusters Score -1.185145e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -11851375.000000 Penalty: 3723.913330
	Iteration 42Q: 3 clusters Score -1.185138e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 93325 members 
Entering Unmasked Estep 
Score: -11851346.000000 Penalty: 3723.913330
	Iteration 43Q: 3 clusters Score -1.185135e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
Score: -11851295.000000 Penalty: 3723.913330
	Iteration 44Q: 3 clusters Score -1.18513e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -11851255.000000 Penalty: 3723.913330
	Iteration 45Q: 3 clusters Score -1.185126e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -11851232.000000 Penalty: 3723.913330
	Iteration 46Q: 3 clusters Score -1.185123e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 93680 members 
Entering Unmasked Estep 
Score: -11851216.000000 Penalty: 3723.913330
	Iteration 47Q: 3 clusters Score -1.185122e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
Score: -11851210.000000 Penalty: 3723.913330
	Iteration 48Q: 3 clusters Score -1.185121e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -11851193.000000 Penalty: 3723.913330
	Iteration 49Q: 3 clusters Score -1.185119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -11851195.000000 Penalty: 3723.913330
	Iteration 50Q: 3 clusters Score -1.18512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -11851172.000000 Penalty: 3723.913330
	Iteration 51Q: 3 clusters Score -1.185117e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 93824 members 
Entering Unmasked Estep 
Score: -11851169.000000 Penalty: 3723.913330
	Iteration 52Q: 3 clusters Score -1.185117e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -11851148.000000 Penalty: 3723.913330
	Iteration 53Q: 3 clusters Score -1.185115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 93882 members 
Entering Unmasked Estep 
Score: -11851122.000000 Penalty: 3723.913330
	Iteration 54Q: 3 clusters Score -1.185112e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -11851119.000000 Penalty: 3723.913330
	Iteration 55Q: 3 clusters Score -1.185112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -11851136.000000 Penalty: 3723.913330
	Iteration 56Q: 3 clusters Score -1.185114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -11851116.000000 Penalty: 3723.913330
	Iteration 57Q: 3 clusters Score -1.185112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -11851100.000000 Penalty: 3723.913330
	Iteration 58Q: 3 clusters Score -1.18511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -11851120.000000 Penalty: 3723.913330
	Iteration 59Q: 3 clusters Score -1.185112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -11851126.000000 Penalty: 3723.913330
	Iteration 60F: 3 clusters Score -1.185113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -11851126.000000 Penalty: 3723.913330
	Iteration 61Q: 3 clusters Score -1.185113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -11851108.000000 Penalty: 3723.913330
	Iteration 62Q: 3 clusters Score -1.185111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 94041 members 
Entering Unmasked Estep 
Score: -11851116.000000 Penalty: 3723.913330
	Iteration 63Q: 3 clusters Score -1.185112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -11851110.000000 Penalty: 3723.913330
	Iteration 64Q: 3 clusters Score -1.185111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 94064 members 
Entering Unmasked Estep 
Score: -11851109.000000 Penalty: 3723.913330
	Iteration 65Q: 3 clusters Score -1.185111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -11851111.000000 Penalty: 3723.913330
	Iteration 66Q: 3 clusters Score -1.185111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 94077 members 
Entering Unmasked Estep 
Score: -11851109.000000 Penalty: 3723.913330
	Iteration 67Q: 3 clusters Score -1.185111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -11851125.000000 Penalty: 3723.913330
	Iteration 68Q: 3 clusters Score -1.185112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 94094 members 
Entering Unmasked Estep 
Score: -11851132.000000 Penalty: 3723.913330
	Iteration 69Q: 3 clusters Score -1.185113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 94102 members 
Entering Unmasked Estep 
Score: -11851126.000000 Penalty: 3723.913330
	Iteration 70Q: 3 clusters Score -1.185113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 94106 members 
Entering Unmasked Estep 
Score: -11851127.000000 Penalty: 3723.913330
	Iteration 71Q: 3 clusters Score -1.185113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -11851139.000000 Penalty: 3723.913330
	Iteration 72Q: 3 clusters Score -1.185114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 94118 members 
Entering Unmasked Estep 
Score: -11851129.000000 Penalty: 3723.913330
	Iteration 73Q: 3 clusters Score -1.185113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 94124 members 
Entering Unmasked Estep 
Score: -11851127.000000 Penalty: 3723.913330
	Iteration 74Q: 3 clusters Score -1.185113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -11851123.000000 Penalty: 3723.913330
	Iteration 75Q: 3 clusters Score -1.185112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -11851121.000000 Penalty: 3723.913330
	Iteration 76Q: 3 clusters Score -1.185112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -11851115.000000 Penalty: 3723.913330
	Iteration 77Q: 3 clusters Score -1.185112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 94136 members 
Entering Unmasked Estep 
Score: -11851115.000000 Penalty: 3723.913330
	Iteration 78Q: 3 clusters Score -1.185112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -11851127.000000 Penalty: 3723.913330
	Iteration 79Q: 3 clusters Score -1.185113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -11851122.000000 Penalty: 3723.913330
	Iteration 80F: 3 clusters Score -1.185112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -11851123.000000 Penalty: 3723.913330
	Iteration 81Q: 3 clusters Score -1.185112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -11851123.000000 Penalty: 3723.913330
	Iteration 82F: 3 clusters Score -1.185112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (88063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Entering Unmasked Estep 
Score: -11074787.000000 Penalty: 1850.193848
	Iteration 0F: 2 clusters Score -1.107479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -11018991.000000 Penalty: 3700.387695
	Iteration 0F: 3 clusters Score -1.101899e+07 nChanged 41990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -11043376.000000 Penalty: 3700.387695
	Iteration 1F: 3 clusters Score -1.104338e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -11044273.000000 Penalty: 3700.387695
	Iteration 2Q: 3 clusters Score -1.104427e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -11045648.000000 Penalty: 3700.387695
	Iteration 3Q: 3 clusters Score -1.104565e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -11047648.000000 Penalty: 3700.387695
	Iteration 4Q: 3 clusters Score -1.104765e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -11050613.000000 Penalty: 3700.387695
	Iteration 5F: 3 clusters Score -1.105061e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -11055081.000000 Penalty: 3700.387695
	Iteration 6F: 3 clusters Score -1.105508e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -11060061.000000 Penalty: 3700.387695
	Iteration 7F: 3 clusters Score -1.106006e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -11063235.000000 Penalty: 3700.387695
	Iteration 8F: 3 clusters Score -1.106324e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -11064292.000000 Penalty: 3700.387695
	Iteration 9Q: 3 clusters Score -1.106429e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -11064683.000000 Penalty: 3700.387695
	Iteration 10Q: 3 clusters Score -1.106468e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -11064932.000000 Penalty: 3700.387695
	Iteration 11Q: 3 clusters Score -1.106493e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -11065186.000000 Penalty: 3700.387695
	Iteration 12Q: 3 clusters Score -1.106519e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -11065481.000000 Penalty: 3700.387695
	Iteration 13Q: 3 clusters Score -1.106548e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -11065697.000000 Penalty: 3700.387695
	Iteration 14Q: 3 clusters Score -1.10657e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -11065932.000000 Penalty: 3700.387695
	Iteration 15Q: 3 clusters Score -1.106593e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -11066185.000000 Penalty: 3700.387695
	Iteration 16Q: 3 clusters Score -1.106618e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -11066426.000000 Penalty: 3700.387695
	Iteration 17Q: 3 clusters Score -1.106643e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -11066738.000000 Penalty: 3700.387695
	Iteration 18Q: 3 clusters Score -1.106674e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -11067015.000000 Penalty: 3700.387695
	Iteration 19Q: 3 clusters Score -1.106702e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -11067275.000000 Penalty: 3700.387695
	Iteration 20F: 3 clusters Score -1.106728e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -11067589.000000 Penalty: 3700.387695
	Iteration 21Q: 3 clusters Score -1.106759e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -11067812.000000 Penalty: 3700.387695
	Iteration 22Q: 3 clusters Score -1.106781e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -11067986.000000 Penalty: 3700.387695
	Iteration 23Q: 3 clusters Score -1.106799e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -11068139.000000 Penalty: 3700.387695
	Iteration 24Q: 3 clusters Score -1.106814e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -11068227.000000 Penalty: 3700.387695
	Iteration 25Q: 3 clusters Score -1.106823e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -11068362.000000 Penalty: 3700.387695
	Iteration 26Q: 3 clusters Score -1.106836e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -11068403.000000 Penalty: 3700.387695
	Iteration 27Q: 3 clusters Score -1.10684e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -11068422.000000 Penalty: 3700.387695
	Iteration 28Q: 3 clusters Score -1.106842e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -11068453.000000 Penalty: 3700.387695
	Iteration 29Q: 3 clusters Score -1.106845e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -11068504.000000 Penalty: 3700.387695
	Iteration 30Q: 3 clusters Score -1.10685e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -11068495.000000 Penalty: 3700.387695
	Iteration 31Q: 3 clusters Score -1.10685e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -11068571.000000 Penalty: 3700.387695
	Iteration 32Q: 3 clusters Score -1.106857e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -11068611.000000 Penalty: 3700.387695
	Iteration 33Q: 3 clusters Score -1.106861e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -11068613.000000 Penalty: 3700.387695
	Iteration 34Q: 3 clusters Score -1.106861e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -11068645.000000 Penalty: 3700.387695
	Iteration 35Q: 3 clusters Score -1.106864e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -11068640.000000 Penalty: 3700.387695
	Iteration 36Q: 3 clusters Score -1.106864e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -11068612.000000 Penalty: 3700.387695
	Iteration 37Q: 3 clusters Score -1.106861e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -11068629.000000 Penalty: 3700.387695
	Iteration 38Q: 3 clusters Score -1.106863e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -11068654.000000 Penalty: 3700.387695
	Iteration 39Q: 3 clusters Score -1.106865e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -11068604.000000 Penalty: 3700.387695
	Iteration 40F: 3 clusters Score -1.10686e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -11068561.000000 Penalty: 3700.387695
	Iteration 41Q: 3 clusters Score -1.106856e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -11068559.000000 Penalty: 3700.387695
	Iteration 42Q: 3 clusters Score -1.106856e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -11068562.000000 Penalty: 3700.387695
	Iteration 43Q: 3 clusters Score -1.106856e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -11068596.000000 Penalty: 3700.387695
	Iteration 44Q: 3 clusters Score -1.10686e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -11068596.000000 Penalty: 3700.387695
	Iteration 45Q: 3 clusters Score -1.10686e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -11068639.000000 Penalty: 3700.387695
	Iteration 46Q: 3 clusters Score -1.106864e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -11068633.000000 Penalty: 3700.387695
	Iteration 47Q: 3 clusters Score -1.106863e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -11068624.000000 Penalty: 3700.387695
	Iteration 48Q: 3 clusters Score -1.106862e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -11068665.000000 Penalty: 3700.387695
	Iteration 49Q: 3 clusters Score -1.106866e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -11068665.000000 Penalty: 3700.387695
	Iteration 50Q: 3 clusters Score -1.106866e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -11068632.000000 Penalty: 3700.387695
	Iteration 51Q: 3 clusters Score -1.106863e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -11068627.000000 Penalty: 3700.387695
	Iteration 52Q: 3 clusters Score -1.106863e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -11068598.000000 Penalty: 3700.387695
	Iteration 53Q: 3 clusters Score -1.10686e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -11068598.000000 Penalty: 3700.387695
	Iteration 54Q: 3 clusters Score -1.10686e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -11068619.000000 Penalty: 3700.387695
	Iteration 55Q: 3 clusters Score -1.106862e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -11068615.000000 Penalty: 3700.387695
	Iteration 56Q: 3 clusters Score -1.106862e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -11068592.000000 Penalty: 3700.387695
	Iteration 57Q: 3 clusters Score -1.106859e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -11068607.000000 Penalty: 3700.387695
	Iteration 58Q: 3 clusters Score -1.106861e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -11068578.000000 Penalty: 3700.387695
	Iteration 59Q: 3 clusters Score -1.106858e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -11068580.000000 Penalty: 3700.387695
	Iteration 60F: 3 clusters Score -1.106858e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -11068585.000000 Penalty: 3700.387695
	Iteration 61Q: 3 clusters Score -1.106858e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -11068591.000000 Penalty: 3700.387695
	Iteration 62Q: 3 clusters Score -1.106859e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -11068599.000000 Penalty: 3700.387695
	Iteration 63Q: 3 clusters Score -1.10686e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -11068633.000000 Penalty: 3700.387695
	Iteration 64Q: 3 clusters Score -1.106863e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -11068664.000000 Penalty: 3700.387695
	Iteration 65Q: 3 clusters Score -1.106866e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -11068690.000000 Penalty: 3700.387695
	Iteration 66Q: 3 clusters Score -1.106869e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -11068690.000000 Penalty: 3700.387695
	Iteration 67Q: 3 clusters Score -1.106869e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -11068704.000000 Penalty: 3700.387695
	Iteration 68Q: 3 clusters Score -1.10687e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -11068712.000000 Penalty: 3700.387695
	Iteration 69Q: 3 clusters Score -1.106871e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -11068678.000000 Penalty: 3700.387695
	Iteration 70Q: 3 clusters Score -1.106868e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -11068691.000000 Penalty: 3700.387695
	Iteration 71Q: 3 clusters Score -1.106869e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -11068697.000000 Penalty: 3700.387695
	Iteration 72Q: 3 clusters Score -1.10687e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -11068671.000000 Penalty: 3700.387695
	Iteration 73Q: 3 clusters Score -1.106867e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -11068663.000000 Penalty: 3700.387695
	Iteration 74Q: 3 clusters Score -1.106866e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -11068669.000000 Penalty: 3700.387695
	Iteration 75Q: 3 clusters Score -1.106867e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -11068681.000000 Penalty: 3700.387695
	Iteration 76Q: 3 clusters Score -1.106868e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -11068680.000000 Penalty: 3700.387695
	Iteration 77Q: 3 clusters Score -1.106868e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -11068657.000000 Penalty: 3700.387695
	Iteration 78Q: 3 clusters Score -1.106866e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -11068675.000000 Penalty: 3700.387695
	Iteration 79Q: 3 clusters Score -1.106868e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -11068651.000000 Penalty: 3700.387695
	Iteration 80F: 3 clusters Score -1.106865e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -11068646.000000 Penalty: 3700.387695
	Iteration 81Q: 3 clusters Score -1.106865e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -11068689.000000 Penalty: 3700.387695
	Iteration 82Q: 3 clusters Score -1.106869e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -11068692.000000 Penalty: 3700.387695
	Iteration 83Q: 3 clusters Score -1.106869e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -11068684.000000 Penalty: 3700.387695
	Iteration 84Q: 3 clusters Score -1.106868e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -11068661.000000 Penalty: 3700.387695
	Iteration 85Q: 3 clusters Score -1.106866e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -11068668.000000 Penalty: 3700.387695
	Iteration 86Q: 3 clusters Score -1.106867e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -11068685.000000 Penalty: 3700.387695
	Iteration 87Q: 3 clusters Score -1.106868e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -11068669.000000 Penalty: 3700.387695
	Iteration 88Q: 3 clusters Score -1.106867e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -11068659.000000 Penalty: 3700.387695
	Iteration 89Q: 3 clusters Score -1.106866e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -11068651.000000 Penalty: 3700.387695
	Iteration 90Q: 3 clusters Score -1.106865e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -11068646.000000 Penalty: 3700.387695
	Iteration 91Q: 3 clusters Score -1.106865e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -11068669.000000 Penalty: 3700.387695
	Iteration 92Q: 3 clusters Score -1.106867e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -11068654.000000 Penalty: 3700.387695
	Iteration 93Q: 3 clusters Score -1.106865e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -11068663.000000 Penalty: 3700.387695
	Iteration 94Q: 3 clusters Score -1.106866e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -11068668.000000 Penalty: 3700.387695
	Iteration 95Q: 3 clusters Score -1.106867e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -11068669.000000 Penalty: 3700.387695
	Iteration 96Q: 3 clusters Score -1.106867e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -11068670.000000 Penalty: 3700.387695
	Iteration 97Q: 3 clusters Score -1.106867e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -11068681.000000 Penalty: 3700.387695
	Iteration 98Q: 3 clusters Score -1.106868e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -11068694.000000 Penalty: 3700.387695
	Iteration 99Q: 3 clusters Score -1.106869e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -11068714.000000 Penalty: 3700.387695
	Iteration 100F: 3 clusters Score -1.106871e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 59058 members 
Entering Unmasked Estep 
Score: -11068717.000000 Penalty: 3700.387695
	Iteration 101Q: 3 clusters Score -1.106872e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -11068729.000000 Penalty: 3700.387695
	Iteration 102Q: 3 clusters Score -1.106873e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -11068714.000000 Penalty: 3700.387695
	Iteration 103Q: 3 clusters Score -1.106871e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -11068713.000000 Penalty: 3700.387695
	Iteration 104Q: 3 clusters Score -1.106871e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -11068695.000000 Penalty: 3700.387695
	Iteration 105Q: 3 clusters Score -1.10687e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -11068719.000000 Penalty: 3700.387695
	Iteration 106Q: 3 clusters Score -1.106872e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -11068738.000000 Penalty: 3700.387695
	Iteration 107Q: 3 clusters Score -1.106874e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -11068731.000000 Penalty: 3700.387695
	Iteration 108Q: 3 clusters Score -1.106873e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -11068753.000000 Penalty: 3700.387695
	Iteration 109Q: 3 clusters Score -1.106875e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -11068780.000000 Penalty: 3700.387695
	Iteration 110Q: 3 clusters Score -1.106878e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -11068775.000000 Penalty: 3700.387695
	Iteration 111Q: 3 clusters Score -1.106878e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -11068789.000000 Penalty: 3700.387695
	Iteration 112Q: 3 clusters Score -1.106879e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -11068776.000000 Penalty: 3700.387695
	Iteration 113Q: 3 clusters Score -1.106878e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -11068758.000000 Penalty: 3700.387695
	Iteration 114Q: 3 clusters Score -1.106876e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -11068758.000000 Penalty: 3700.387695
	Iteration 115Q: 3 clusters Score -1.106876e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -11068761.000000 Penalty: 3700.387695
	Iteration 116Q: 3 clusters Score -1.106876e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -11068769.000000 Penalty: 3700.387695
	Iteration 117Q: 3 clusters Score -1.106877e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -11068765.000000 Penalty: 3700.387695
	Iteration 118Q: 3 clusters Score -1.106876e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -11068784.000000 Penalty: 3700.387695
	Iteration 119Q: 3 clusters Score -1.106878e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -11068793.000000 Penalty: 3700.387695
	Iteration 120F: 3 clusters Score -1.106879e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
Score: -11068796.000000 Penalty: 3700.387695
	Iteration 121Q: 3 clusters Score -1.10688e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -11068820.000000 Penalty: 3700.387695
	Iteration 122Q: 3 clusters Score -1.106882e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -11068837.000000 Penalty: 3700.387695
	Iteration 123Q: 3 clusters Score -1.106884e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -11068836.000000 Penalty: 3700.387695
	Iteration 124Q: 3 clusters Score -1.106884e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -11068836.000000 Penalty: 3700.387695
	Iteration 125Q: 3 clusters Score -1.106884e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -11068832.000000 Penalty: 3700.387695
	Iteration 126Q: 3 clusters Score -1.106883e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -11068842.000000 Penalty: 3700.387695
	Iteration 127Q: 3 clusters Score -1.106884e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -11068829.000000 Penalty: 3700.387695
	Iteration 128Q: 3 clusters Score -1.106883e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -11068818.000000 Penalty: 3700.387695
	Iteration 129Q: 3 clusters Score -1.106882e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -11068832.000000 Penalty: 3700.387695
	Iteration 130Q: 3 clusters Score -1.106883e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -11068843.000000 Penalty: 3700.387695
	Iteration 131Q: 3 clusters Score -1.106884e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -11068851.000000 Penalty: 3700.387695
	Iteration 132Q: 3 clusters Score -1.106885e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -11068835.000000 Penalty: 3700.387695
	Iteration 133Q: 3 clusters Score -1.106884e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -11068820.000000 Penalty: 3700.387695
	Iteration 134Q: 3 clusters Score -1.106882e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -11068823.000000 Penalty: 3700.387695
	Iteration 135Q: 3 clusters Score -1.106882e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -11068795.000000 Penalty: 3700.387695
	Iteration 136Q: 3 clusters Score -1.10688e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -11068795.000000 Penalty: 3700.387695
	Iteration 137Q: 3 clusters Score -1.10688e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -11068779.000000 Penalty: 3700.387695
	Iteration 138Q: 3 clusters Score -1.106878e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -11068795.000000 Penalty: 3700.387695
	Iteration 139Q: 3 clusters Score -1.10688e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -11068799.000000 Penalty: 3700.387695
	Iteration 140F: 3 clusters Score -1.10688e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -11068801.000000 Penalty: 3700.387695
	Iteration 141Q: 3 clusters Score -1.10688e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -11068807.000000 Penalty: 3700.387695
	Iteration 142Q: 3 clusters Score -1.106881e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -11068811.000000 Penalty: 3700.387695
	Iteration 143Q: 3 clusters Score -1.106881e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -11068820.000000 Penalty: 3700.387695
	Iteration 144Q: 3 clusters Score -1.106882e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -11068798.000000 Penalty: 3700.387695
	Iteration 145Q: 3 clusters Score -1.10688e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -11068819.000000 Penalty: 3700.387695
	Iteration 146Q: 3 clusters Score -1.106882e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -11068804.000000 Penalty: 3700.387695
	Iteration 147Q: 3 clusters Score -1.10688e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -11068777.000000 Penalty: 3700.387695
	Iteration 148Q: 3 clusters Score -1.106878e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -11068823.000000 Penalty: 3700.387695
	Iteration 149Q: 3 clusters Score -1.106882e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -11068832.000000 Penalty: 3700.387695
	Iteration 150Q: 3 clusters Score -1.106883e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -11068846.000000 Penalty: 3700.387695
	Iteration 151Q: 3 clusters Score -1.106885e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -11068887.000000 Penalty: 3700.387695
	Iteration 152Q: 3 clusters Score -1.106889e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -11068899.000000 Penalty: 3700.387695
	Iteration 153Q: 3 clusters Score -1.10689e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -11068897.000000 Penalty: 3700.387695
	Iteration 154Q: 3 clusters Score -1.10689e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -11068894.000000 Penalty: 3700.387695
	Iteration 155Q: 3 clusters Score -1.106889e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -11068903.000000 Penalty: 3700.387695
	Iteration 156Q: 3 clusters Score -1.10689e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -11068938.000000 Penalty: 3700.387695
	Iteration 157Q: 3 clusters Score -1.106894e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -11068946.000000 Penalty: 3700.387695
	Iteration 158Q: 3 clusters Score -1.106895e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -11068957.000000 Penalty: 3700.387695
	Iteration 159Q: 3 clusters Score -1.106896e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -11068980.000000 Penalty: 3700.387695
	Iteration 160F: 3 clusters Score -1.106898e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -11068985.000000 Penalty: 3700.387695
	Iteration 161Q: 3 clusters Score -1.106898e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -11069008.000000 Penalty: 3700.387695
	Iteration 162Q: 3 clusters Score -1.106901e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -11069037.000000 Penalty: 3700.387695
	Iteration 163Q: 3 clusters Score -1.106904e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -11069039.000000 Penalty: 3700.387695
	Iteration 164Q: 3 clusters Score -1.106904e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -11069024.000000 Penalty: 3700.387695
	Iteration 165Q: 3 clusters Score -1.106902e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -11069036.000000 Penalty: 3700.387695
	Iteration 166Q: 3 clusters Score -1.106904e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -11069030.000000 Penalty: 3700.387695
	Iteration 167Q: 3 clusters Score -1.106903e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -11069026.000000 Penalty: 3700.387695
	Iteration 168Q: 3 clusters Score -1.106903e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -11069073.000000 Penalty: 3700.387695
	Iteration 169Q: 3 clusters Score -1.106907e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -11069086.000000 Penalty: 3700.387695
	Iteration 170Q: 3 clusters Score -1.106909e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -11069089.000000 Penalty: 3700.387695
	Iteration 171Q: 3 clusters Score -1.106909e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -11069104.000000 Penalty: 3700.387695
	Iteration 172Q: 3 clusters Score -1.10691e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -11069095.000000 Penalty: 3700.387695
	Iteration 173Q: 3 clusters Score -1.10691e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -11069144.000000 Penalty: 3700.387695
	Iteration 174Q: 3 clusters Score -1.106914e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 68487 members 
Entering Unmasked Estep 
Score: -11069193.000000 Penalty: 3700.387695
	Iteration 175Q: 3 clusters Score -1.106919e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -11069219.000000 Penalty: 3700.387695
	Iteration 176Q: 3 clusters Score -1.106922e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -11069255.000000 Penalty: 3700.387695
	Iteration 177Q: 3 clusters Score -1.106926e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -11069323.000000 Penalty: 3700.387695
	Iteration 178Q: 3 clusters Score -1.106932e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -11069428.000000 Penalty: 3700.387695
	Iteration 179Q: 3 clusters Score -1.106943e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -11069483.000000 Penalty: 3700.387695
	Iteration 180F: 3 clusters Score -1.106948e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -11069632.000000 Penalty: 3700.387695
	Iteration 181Q: 3 clusters Score -1.106963e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 71175 members 
Entering Unmasked Estep 
Score: -11069745.000000 Penalty: 3700.387695
	Iteration 182Q: 3 clusters Score -1.106974e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -11069897.000000 Penalty: 3700.387695
	Iteration 183Q: 3 clusters Score -1.10699e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -11070055.000000 Penalty: 3700.387695
	Iteration 184Q: 3 clusters Score -1.107006e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 72958 members 
Entering Unmasked Estep 
Score: -11070206.000000 Penalty: 3700.387695
	Iteration 185Q: 3 clusters Score -1.107021e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -11070355.000000 Penalty: 3700.387695
	Iteration 186Q: 3 clusters Score -1.107036e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -11070568.000000 Penalty: 3700.387695
	Iteration 187Q: 3 clusters Score -1.107057e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -11070721.000000 Penalty: 3700.387695
	Iteration 188Q: 3 clusters Score -1.107072e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -11070919.000000 Penalty: 3700.387695
	Iteration 189Q: 3 clusters Score -1.107092e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -11071112.000000 Penalty: 3700.387695
	Iteration 190Q: 3 clusters Score -1.107111e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -11071309.000000 Penalty: 3700.387695
	Iteration 191Q: 3 clusters Score -1.107131e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -11071496.000000 Penalty: 3700.387695
	Iteration 192Q: 3 clusters Score -1.10715e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -11071631.000000 Penalty: 3700.387695
	Iteration 193Q: 3 clusters Score -1.107163e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -11071784.000000 Penalty: 3700.387695
	Iteration 194Q: 3 clusters Score -1.107178e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -11071902.000000 Penalty: 3700.387695
	Iteration 195Q: 3 clusters Score -1.10719e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -11072003.000000 Penalty: 3700.387695
	Iteration 196Q: 3 clusters Score -1.1072e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -11072049.000000 Penalty: 3700.387695
	Iteration 197Q: 3 clusters Score -1.107205e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -11072151.000000 Penalty: 3700.387695
	Iteration 198Q: 3 clusters Score -1.107215e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -11072199.000000 Penalty: 3700.387695
	Iteration 199Q: 3 clusters Score -1.10722e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -11072263.000000 Penalty: 3700.387695
	Iteration 200F: 3 clusters Score -1.107226e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -11072265.000000 Penalty: 3700.387695
	Iteration 201Q: 3 clusters Score -1.107226e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -11072405.000000 Penalty: 3700.387695
	Iteration 202Q: 3 clusters Score -1.10724e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -11072479.000000 Penalty: 3700.387695
	Iteration 203Q: 3 clusters Score -1.107248e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -11072526.000000 Penalty: 3700.387695
	Iteration 204Q: 3 clusters Score -1.107253e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 82262 members 
Entering Unmasked Estep 
Score: -11072612.000000 Penalty: 3700.387695
	Iteration 205Q: 3 clusters Score -1.107261e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -11072658.000000 Penalty: 3700.387695
	Iteration 206Q: 3 clusters Score -1.107266e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -11072691.000000 Penalty: 3700.387695
	Iteration 207Q: 3 clusters Score -1.107269e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -11072747.000000 Penalty: 3700.387695
	Iteration 208Q: 3 clusters Score -1.107275e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -11072821.000000 Penalty: 3700.387695
	Iteration 209Q: 3 clusters Score -1.107282e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -11072892.000000 Penalty: 3700.387695
	Iteration 210Q: 3 clusters Score -1.107289e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -11072963.000000 Penalty: 3700.387695
	Iteration 211Q: 3 clusters Score -1.107296e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -11073021.000000 Penalty: 3700.387695
	Iteration 212Q: 3 clusters Score -1.107302e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -11073072.000000 Penalty: 3700.387695
	Iteration 213Q: 3 clusters Score -1.107307e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -11073151.000000 Penalty: 3700.387695
	Iteration 214Q: 3 clusters Score -1.107315e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -11073225.000000 Penalty: 3700.387695
	Iteration 215Q: 3 clusters Score -1.107322e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 84480 members 
Entering Unmasked Estep 
Score: -11073215.000000 Penalty: 3700.387695
	Iteration 216Q: 3 clusters Score -1.107322e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -11073254.000000 Penalty: 3700.387695
	Iteration 217Q: 3 clusters Score -1.107325e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -11073301.000000 Penalty: 3700.387695
	Iteration 218Q: 3 clusters Score -1.10733e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -11073354.000000 Penalty: 3700.387695
	Iteration 219Q: 3 clusters Score -1.107335e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -11073361.000000 Penalty: 3700.387695
	Iteration 220F: 3 clusters Score -1.107336e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -11073349.000000 Penalty: 3700.387695
	Iteration 221Q: 3 clusters Score -1.107335e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 85253 members 
Entering Unmasked Estep 
Score: -11073366.000000 Penalty: 3700.387695
	Iteration 222Q: 3 clusters Score -1.107337e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -11073385.000000 Penalty: 3700.387695
	Iteration 223Q: 3 clusters Score -1.107338e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -11073426.000000 Penalty: 3700.387695
	Iteration 224Q: 3 clusters Score -1.107343e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -11073432.000000 Penalty: 3700.387695
	Iteration 225Q: 3 clusters Score -1.107343e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -11073447.000000 Penalty: 3700.387695
	Iteration 226Q: 3 clusters Score -1.107345e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -11073441.000000 Penalty: 3700.387695
	Iteration 227Q: 3 clusters Score -1.107344e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -11073439.000000 Penalty: 3700.387695
	Iteration 228Q: 3 clusters Score -1.107344e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -11073461.000000 Penalty: 3700.387695
	Iteration 229Q: 3 clusters Score -1.107346e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 85762 members 
Entering Unmasked Estep 
Score: -11073466.000000 Penalty: 3700.387695
	Iteration 230Q: 3 clusters Score -1.107347e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -11073478.000000 Penalty: 3700.387695
	Iteration 231Q: 3 clusters Score -1.107348e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -11073484.000000 Penalty: 3700.387695
	Iteration 232Q: 3 clusters Score -1.107348e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
Score: -11073490.000000 Penalty: 3700.387695
	Iteration 233Q: 3 clusters Score -1.107349e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -11073482.000000 Penalty: 3700.387695
	Iteration 234Q: 3 clusters Score -1.107348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -11073483.000000 Penalty: 3700.387695
	Iteration 235Q: 3 clusters Score -1.107348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -11073487.000000 Penalty: 3700.387695
	Iteration 236Q: 3 clusters Score -1.107349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 85942 members 
Entering Unmasked Estep 
Score: -11073486.000000 Penalty: 3700.387695
	Iteration 237Q: 3 clusters Score -1.107349e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -11073493.000000 Penalty: 3700.387695
	Iteration 238Q: 3 clusters Score -1.107349e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -11073502.000000 Penalty: 3700.387695
	Iteration 239Q: 3 clusters Score -1.10735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -11073508.000000 Penalty: 3700.387695
	Iteration 240F: 3 clusters Score -1.107351e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 86052 members 
Entering Unmasked Estep 
Score: -11073513.000000 Penalty: 3700.387695
	Iteration 241Q: 3 clusters Score -1.107351e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 86086 members 
Entering Unmasked Estep 
Score: -11073507.000000 Penalty: 3700.387695
	Iteration 242Q: 3 clusters Score -1.107351e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 86124 members 
Entering Unmasked Estep 
Score: -11073521.000000 Penalty: 3700.387695
	Iteration 243Q: 3 clusters Score -1.107352e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -11073513.000000 Penalty: 3700.387695
	Iteration 244Q: 3 clusters Score -1.107351e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -11073504.000000 Penalty: 3700.387695
	Iteration 245Q: 3 clusters Score -1.10735e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -11073500.000000 Penalty: 3700.387695
	Iteration 246Q: 3 clusters Score -1.10735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -11073499.000000 Penalty: 3700.387695
	Iteration 247Q: 3 clusters Score -1.10735e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -11073491.000000 Penalty: 3700.387695
	Iteration 248Q: 3 clusters Score -1.107349e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 86295 members 
Entering Unmasked Estep 
Score: -11073489.000000 Penalty: 3700.387695
	Iteration 249Q: 3 clusters Score -1.107349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -11073498.000000 Penalty: 3700.387695
	Iteration 250Q: 3 clusters Score -1.10735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -11073499.000000 Penalty: 3700.387695
	Iteration 251Q: 3 clusters Score -1.10735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -11073501.000000 Penalty: 3700.387695
	Iteration 252Q: 3 clusters Score -1.10735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 86348 members 
Entering Unmasked Estep 
Score: -11073516.000000 Penalty: 3700.387695
	Iteration 253Q: 3 clusters Score -1.107352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -11073518.000000 Penalty: 3700.387695
	Iteration 254Q: 3 clusters Score -1.107352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 86378 members 
Entering Unmasked Estep 
Score: -11073524.000000 Penalty: 3700.387695
	Iteration 255Q: 3 clusters Score -1.107352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -11073522.000000 Penalty: 3700.387695
	Iteration 256Q: 3 clusters Score -1.107352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -11073517.000000 Penalty: 3700.387695
	Iteration 257Q: 3 clusters Score -1.107352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 86419 members 
Entering Unmasked Estep 
Score: -11073519.000000 Penalty: 3700.387695
	Iteration 258Q: 3 clusters Score -1.107352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -11073517.000000 Penalty: 3700.387695
	Iteration 259Q: 3 clusters Score -1.107352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -11073508.000000 Penalty: 3700.387695
	Iteration 260F: 3 clusters Score -1.107351e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -11073516.000000 Penalty: 3700.387695
	Iteration 261Q: 3 clusters Score -1.107352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -11073520.000000 Penalty: 3700.387695
	Iteration 262Q: 3 clusters Score -1.107352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -11073521.000000 Penalty: 3700.387695
	Iteration 263Q: 3 clusters Score -1.107352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -11073509.000000 Penalty: 3700.387695
	Iteration 264Q: 3 clusters Score -1.107351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -11073509.000000 Penalty: 3700.387695
	Iteration 265Q: 3 clusters Score -1.107351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -11073503.000000 Penalty: 3700.387695
	Iteration 266Q: 3 clusters Score -1.10735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 86548 members 
Entering Unmasked Estep 
Score: -11073513.000000 Penalty: 3700.387695
	Iteration 267Q: 3 clusters Score -1.107351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -11073493.000000 Penalty: 3700.387695
	Iteration 268Q: 3 clusters Score -1.107349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -11073484.000000 Penalty: 3700.387695
	Iteration 269Q: 3 clusters Score -1.107348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 86605 members 
Entering Unmasked Estep 
Score: -11073497.000000 Penalty: 3700.387695
	Iteration 270Q: 3 clusters Score -1.10735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -11073488.000000 Penalty: 3700.387695
	Iteration 271Q: 3 clusters Score -1.107349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -11073510.000000 Penalty: 3700.387695
	Iteration 272Q: 3 clusters Score -1.107351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -11073482.000000 Penalty: 3700.387695
	Iteration 273Q: 3 clusters Score -1.107348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -11073487.000000 Penalty: 3700.387695
	Iteration 274Q: 3 clusters Score -1.107349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -11073494.000000 Penalty: 3700.387695
	Iteration 275Q: 3 clusters Score -1.107349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
Score: -11073495.000000 Penalty: 3700.387695
	Iteration 276Q: 3 clusters Score -1.10735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -11073502.000000 Penalty: 3700.387695
	Iteration 277Q: 3 clusters Score -1.10735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -11073505.000000 Penalty: 3700.387695
	Iteration 278Q: 3 clusters Score -1.10735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -11073506.000000 Penalty: 3700.387695
	Iteration 279Q: 3 clusters Score -1.107351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -11073520.000000 Penalty: 3700.387695
	Iteration 280F: 3 clusters Score -1.107352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
Score: -11073535.000000 Penalty: 3700.387695
	Iteration 281Q: 3 clusters Score -1.107354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -11073524.000000 Penalty: 3700.387695
	Iteration 282Q: 3 clusters Score -1.107352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -11073521.000000 Penalty: 3700.387695
	Iteration 283Q: 3 clusters Score -1.107352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -11073529.000000 Penalty: 3700.387695
	Iteration 284Q: 3 clusters Score -1.107353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -11073529.000000 Penalty: 3700.387695
	Iteration 285Q: 3 clusters Score -1.107353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -11073534.000000 Penalty: 3700.387695
	Iteration 286Q: 3 clusters Score -1.107353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -11073527.000000 Penalty: 3700.387695
	Iteration 287Q: 3 clusters Score -1.107353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -11073527.000000 Penalty: 3700.387695
	Iteration 288F: 3 clusters Score -1.107353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -289504.781250 Penalty: 1274.178711
	Iteration 0F: 2 clusters Score -289504.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -287091.718750 Penalty: 2548.357422
	Iteration 0F: 3 clusters Score -287091.7 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -287748.750000 Penalty: 2548.357422
	Iteration 1F: 3 clusters Score -287748.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -288049.593750 Penalty: 2548.357422
	Iteration 2F: 3 clusters Score -288049.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -288328.187500 Penalty: 2548.357422
	Iteration 3F: 3 clusters Score -288328.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -288596.468750 Penalty: 2548.357422
	Iteration 4F: 3 clusters Score -288596.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -288813.718750 Penalty: 2548.357422
	Iteration 5F: 3 clusters Score -288813.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -288963.906250 Penalty: 2548.357422
	Iteration 6Q: 3 clusters Score -288963.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -289099.562500 Penalty: 2548.357422
	Iteration 7Q: 3 clusters Score -289099.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -289228.625000 Penalty: 2548.357422
	Iteration 8Q: 3 clusters Score -289228.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -289287.781250 Penalty: 2548.357422
	Iteration 9Q: 3 clusters Score -289287.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -289326.062500 Penalty: 2548.357422
	Iteration 10Q: 3 clusters Score -289326.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -289350.781250 Penalty: 2548.357422
	Iteration 11Q: 3 clusters Score -289350.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -289370.593750 Penalty: 2548.357422
	Iteration 12Q: 3 clusters Score -289370.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -289384.250000 Penalty: 2548.357422
	Iteration 13Q: 3 clusters Score -289384.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -289394.000000 Penalty: 2548.357422
	Iteration 14Q: 3 clusters Score -289394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -289403.937500 Penalty: 2548.357422
	Iteration 15Q: 3 clusters Score -289403.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -289412.375000 Penalty: 2548.357422
	Iteration 16Q: 3 clusters Score -289412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -289414.187500 Penalty: 2548.357422
	Iteration 17Q: 3 clusters Score -289414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -289415.031250 Penalty: 2548.357422
	Iteration 18Q: 3 clusters Score -289415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -289415.031250 Penalty: 2548.357422
	Iteration 19F: 3 clusters Score -289415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Entering Unmasked Estep 
Score: -363897.968750 Penalty: 1307.928101
	Iteration 0F: 2 clusters Score -363898 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 1574 members 
Entering Unmasked Estep 
Score: -361126.125000 Penalty: 2615.856201
	Iteration 0F: 3 clusters Score -361126.1 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -361945.593750 Penalty: 2615.856201
	Iteration 1F: 3 clusters Score -361945.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -362175.656250 Penalty: 2615.856201
	Iteration 2F: 3 clusters Score -362175.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -362370.218750 Penalty: 2615.856201
	Iteration 3F: 3 clusters Score -362370.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -362492.562500 Penalty: 2615.856201
	Iteration 4F: 3 clusters Score -362492.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -362569.562500 Penalty: 2615.856201
	Iteration 5Q: 3 clusters Score -362569.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -362645.093750 Penalty: 2615.856201
	Iteration 6Q: 3 clusters Score -362645.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -362714.000000 Penalty: 2615.856201
	Iteration 7Q: 3 clusters Score -362714 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -362776.031250 Penalty: 2615.856201
	Iteration 8Q: 3 clusters Score -362776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -362835.968750 Penalty: 2615.856201
	Iteration 9Q: 3 clusters Score -362836 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -362909.468750 Penalty: 2615.856201
	Iteration 10Q: 3 clusters Score -362909.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -362991.937500 Penalty: 2615.856201
	Iteration 11Q: 3 clusters Score -362991.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -363076.500000 Penalty: 2615.856201
	Iteration 12Q: 3 clusters Score -363076.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -363151.000000 Penalty: 2615.856201
	Iteration 13Q: 3 clusters Score -363151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -363202.062500 Penalty: 2615.856201
	Iteration 14Q: 3 clusters Score -363202.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -363227.125000 Penalty: 2615.856201
	Iteration 15Q: 3 clusters Score -363227.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -363242.625000 Penalty: 2615.856201
	Iteration 16Q: 3 clusters Score -363242.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -363252.093750 Penalty: 2615.856201
	Iteration 17Q: 3 clusters Score -363252.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -363259.062500 Penalty: 2615.856201
	Iteration 18Q: 3 clusters Score -363259.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -363268.250000 Penalty: 2615.856201
	Iteration 19Q: 3 clusters Score -363268.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -363275.562500 Penalty: 2615.856201
	Iteration 20F: 3 clusters Score -363275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -363277.593750 Penalty: 2615.856201
	Iteration 21Q: 3 clusters Score -363277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -363277.625000 Penalty: 2615.856201
	Iteration 22Q: 3 clusters Score -363277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -363277.625000 Penalty: 2615.856201
	Iteration 23F: 3 clusters Score -363277.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -652640.062500 Penalty: 1398.464600
	Iteration 0F: 2 clusters Score -652640.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -648338.812500 Penalty: 2796.929199
	Iteration 0F: 3 clusters Score -648338.8 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -649571.250000 Penalty: 2796.929199
	Iteration 1F: 3 clusters Score -649571.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -649835.437500 Penalty: 2796.929199
	Iteration 2F: 3 clusters Score -649835.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -650059.062500 Penalty: 2796.929199
	Iteration 3F: 3 clusters Score -650059.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -650217.875000 Penalty: 2796.929199
	Iteration 4F: 3 clusters Score -650217.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -650372.625000 Penalty: 2796.929199
	Iteration 5Q: 3 clusters Score -650372.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -650539.000000 Penalty: 2796.929199
	Iteration 6Q: 3 clusters Score -650539 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -650727.250000 Penalty: 2796.929199
	Iteration 7Q: 3 clusters Score -650727.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -650931.750000 Penalty: 2796.929199
	Iteration 8Q: 3 clusters Score -650931.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -651130.375000 Penalty: 2796.929199
	Iteration 9F: 3 clusters Score -651130.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -651271.000000 Penalty: 2796.929199
	Iteration 10Q: 3 clusters Score -651271 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -651403.000000 Penalty: 2796.929199
	Iteration 11Q: 3 clusters Score -651403 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -651520.125000 Penalty: 2796.929199
	Iteration 12Q: 3 clusters Score -651520.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -651630.125000 Penalty: 2796.929199
	Iteration 13Q: 3 clusters Score -651630.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -651702.750000 Penalty: 2796.929199
	Iteration 14Q: 3 clusters Score -651702.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -651763.875000 Penalty: 2796.929199
	Iteration 15Q: 3 clusters Score -651763.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -651806.812500 Penalty: 2796.929199
	Iteration 16Q: 3 clusters Score -651806.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -651840.125000 Penalty: 2796.929199
	Iteration 17Q: 3 clusters Score -651840.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -651870.000000 Penalty: 2796.929199
	Iteration 18Q: 3 clusters Score -651870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -651889.312500 Penalty: 2796.929199
	Iteration 19Q: 3 clusters Score -651889.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -651913.937500 Penalty: 2796.929199
	Iteration 20F: 3 clusters Score -651913.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -651925.687500 Penalty: 2796.929199
	Iteration 21Q: 3 clusters Score -651925.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -651941.062500 Penalty: 2796.929199
	Iteration 22Q: 3 clusters Score -651941.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -651955.062500 Penalty: 2796.929199
	Iteration 23Q: 3 clusters Score -651955.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -651970.187500 Penalty: 2796.929199
	Iteration 24Q: 3 clusters Score -651970.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -651980.875000 Penalty: 2796.929199
	Iteration 25Q: 3 clusters Score -651980.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -651990.875000 Penalty: 2796.929199
	Iteration 26Q: 3 clusters Score -651990.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -651996.687500 Penalty: 2796.929199
	Iteration 27Q: 3 clusters Score -651996.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -652001.687500 Penalty: 2796.929199
	Iteration 28Q: 3 clusters Score -652001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -652003.687500 Penalty: 2796.929199
	Iteration 29Q: 3 clusters Score -652003.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -652004.812500 Penalty: 2796.929199
	Iteration 30Q: 3 clusters Score -652004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -652004.750000 Penalty: 2796.929199
	Iteration 31Q: 3 clusters Score -652004.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -652004.750000 Penalty: 2796.929199
	Iteration 32F: 3 clusters Score -652004.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (64549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Entering Unmasked Estep 
Score: -8179395.500000 Penalty: 1799.716797
	Iteration 0F: 2 clusters Score -8179396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -8140400.000000 Penalty: 3599.433594
	Iteration 0F: 3 clusters Score -8140400 nChanged 30529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -8157802.000000 Penalty: 3599.433594
	Iteration 1F: 3 clusters Score -8157802 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -8158479.000000 Penalty: 3599.433594
	Iteration 2Q: 3 clusters Score -8158479 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -8159429.500000 Penalty: 3599.433594
	Iteration 3Q: 3 clusters Score -8159430 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -8160854.000000 Penalty: 3599.433594
	Iteration 4Q: 3 clusters Score -8160854 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -8162815.500000 Penalty: 3599.433594
	Iteration 5F: 3 clusters Score -8162816 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -8165660.000000 Penalty: 3599.433594
	Iteration 6F: 3 clusters Score -8165660 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -8169455.500000 Penalty: 3599.433594
	Iteration 7F: 3 clusters Score -8169456 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -8173354.000000 Penalty: 3599.433594
	Iteration 8F: 3 clusters Score -8173354 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -8175731.500000 Penalty: 3599.433594
	Iteration 9F: 3 clusters Score -8175732 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -8176932.500000 Penalty: 3599.433594
	Iteration 10Q: 3 clusters Score -8176932 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -8177479.500000 Penalty: 3599.433594
	Iteration 11Q: 3 clusters Score -8177480 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -8178045.000000 Penalty: 3599.433594
	Iteration 12Q: 3 clusters Score -8178045 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -8178502.500000 Penalty: 3599.433594
	Iteration 13Q: 3 clusters Score -8178502 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -8178987.500000 Penalty: 3599.433594
	Iteration 14Q: 3 clusters Score -8178988 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -8179133.000000 Penalty: 3599.433594
	Iteration 15Q: 3 clusters Score -8179133 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -8178986.500000 Penalty: 3599.433594
	Iteration 16Q: 3 clusters Score -8178986 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -8178749.500000 Penalty: 3599.433594
	Iteration 17Q: 3 clusters Score -8178750 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -8178517.500000 Penalty: 3599.433594
	Iteration 18Q: 3 clusters Score -8178518 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -8178335.500000 Penalty: 3599.433594
	Iteration 19Q: 3 clusters Score -8178336 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -8178781.000000 Penalty: 3599.433594
	Iteration 20F: 3 clusters Score -8178781 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8178710.000000 Penalty: 3599.433594
	Iteration 21Q: 3 clusters Score -8178710 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -8178715.500000 Penalty: 3599.433594
	Iteration 22Q: 3 clusters Score -8178716 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8178636.000000 Penalty: 3599.433594
	Iteration 23Q: 3 clusters Score -8178636 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8178571.500000 Penalty: 3599.433594
	Iteration 24Q: 3 clusters Score -8178572 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8178468.500000 Penalty: 3599.433594
	Iteration 25Q: 3 clusters Score -8178468 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8178410.000000 Penalty: 3599.433594
	Iteration 26Q: 3 clusters Score -8178410 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8178393.000000 Penalty: 3599.433594
	Iteration 27Q: 3 clusters Score -8178393 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8178381.000000 Penalty: 3599.433594
	Iteration 28Q: 3 clusters Score -8178381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8178351.500000 Penalty: 3599.433594
	Iteration 29Q: 3 clusters Score -8178352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8178334.500000 Penalty: 3599.433594
	Iteration 30Q: 3 clusters Score -8178334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8178318.500000 Penalty: 3599.433594
	Iteration 31Q: 3 clusters Score -8178318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8178311.500000 Penalty: 3599.433594
	Iteration 32Q: 3 clusters Score -8178312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8178307.000000 Penalty: 3599.433594
	Iteration 33Q: 3 clusters Score -8178307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8178304.500000 Penalty: 3599.433594
	Iteration 34Q: 3 clusters Score -8178304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8178299.500000 Penalty: 3599.433594
	Iteration 35Q: 3 clusters Score -8178300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8178296.500000 Penalty: 3599.433594
	Iteration 36Q: 3 clusters Score -8178296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8178298.000000 Penalty: 3599.433594
	Iteration 37Q: 3 clusters Score -8178298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8178303.000000 Penalty: 3599.433594
	Iteration 38Q: 3 clusters Score -8178303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8178299.000000 Penalty: 3599.433594
	Iteration 39Q: 3 clusters Score -8178299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8178300.500000 Penalty: 3599.433594
	Iteration 40F: 3 clusters Score -8178300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -133810.656250 Penalty: 1148.716309
	Iteration 0F: 2 clusters Score -133810.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -132271.781250 Penalty: 2297.432617
	Iteration 0F: 3 clusters Score -132271.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -132648.953125 Penalty: 2297.432617
	Iteration 1F: 3 clusters Score -132649 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -132779.437500 Penalty: 2297.432617
	Iteration 2F: 3 clusters Score -132779.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -132882.312500 Penalty: 2297.432617
	Iteration 3F: 3 clusters Score -132882.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132959.703125 Penalty: 2297.432617
	Iteration 4F: 3 clusters Score -132959.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133028.203125 Penalty: 2297.432617
	Iteration 5Q: 3 clusters Score -133028.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -133072.484375 Penalty: 2297.432617
	Iteration 6Q: 3 clusters Score -133072.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -133102.406250 Penalty: 2297.432617
	Iteration 7Q: 3 clusters Score -133102.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133123.000000 Penalty: 2297.432617
	Iteration 8Q: 3 clusters Score -133123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133141.609375 Penalty: 2297.432617
	Iteration 9Q: 3 clusters Score -133141.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133170.062500 Penalty: 2297.432617
	Iteration 10Q: 3 clusters Score -133170.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133188.328125 Penalty: 2297.432617
	Iteration 11Q: 3 clusters Score -133188.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133204.156250 Penalty: 2297.432617
	Iteration 12Q: 3 clusters Score -133204.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -133219.000000 Penalty: 2297.432617
	Iteration 13Q: 3 clusters Score -133219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133233.125000 Penalty: 2297.432617
	Iteration 14Q: 3 clusters Score -133233.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -133247.687500 Penalty: 2297.432617
	Iteration 15Q: 3 clusters Score -133247.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133271.468750 Penalty: 2297.432617
	Iteration 16Q: 3 clusters Score -133271.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -133309.468750 Penalty: 2297.432617
	Iteration 17Q: 3 clusters Score -133309.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -133321.734375 Penalty: 2297.432617
	Iteration 18Q: 3 clusters Score -133321.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133329.937500 Penalty: 2297.432617
	Iteration 19Q: 3 clusters Score -133329.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133338.718750 Penalty: 2297.432617
	Iteration 20F: 3 clusters Score -133338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133343.671875 Penalty: 2297.432617
	Iteration 21Q: 3 clusters Score -133343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133348.578125 Penalty: 2297.432617
	Iteration 22Q: 3 clusters Score -133348.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133354.906250 Penalty: 2297.432617
	Iteration 23Q: 3 clusters Score -133354.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133360.234375 Penalty: 2297.432617
	Iteration 24Q: 3 clusters Score -133360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -133360.921875 Penalty: 2297.432617
	Iteration 25Q: 3 clusters Score -133360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -133360.921875 Penalty: 2297.432617
	Iteration 26F: 3 clusters Score -133360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -24533.269531 Penalty: 921.915039
	Iteration 0F: 2 clusters Score -24533.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23760.265625 Penalty: 1843.830078
	Iteration 0F: 3 clusters Score -23760.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23925.865234 Penalty: 1843.830078
	Iteration 1F: 3 clusters Score -23925.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24082.171875 Penalty: 1843.830078
	Iteration 2F: 3 clusters Score -24082.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24232.119141 Penalty: 1843.830078
	Iteration 3F: 3 clusters Score -24232.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24336.267578 Penalty: 1843.830078
	Iteration 4F: 3 clusters Score -24336.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24595.740234 Penalty: 1843.830078
	Iteration 5F: 3 clusters Score -24595.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24686.611328 Penalty: 1843.830078
	Iteration 6F: 3 clusters Score -24686.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24762.162109 Penalty: 1843.830078
	Iteration 7Q: 3 clusters Score -24762.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24762.162109 Penalty: 1843.830078
	Iteration 8F: 3 clusters Score -24762.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18293 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93587 members 
Mstep: Class 5 contains 34416 members 
Mstep: Class 6 contains 3387 members 
Mstep: Class 7 contains 3734 members 
Mstep: Class 8 contains 92632 members 
Mstep: Class 9 contains 87946 members 
Mstep: Class 10 contains 13983 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 45844 members 
Mstep: Class 14 contains 16977 members 
Mstep: Class 15 contains 24460 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 13131 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 3011 members 
Mstep: Class 21 contains 5163 members 
Mstep: Class 22 contains 94674 members 
Mstep: Class 23 contains 88063 members 
Mstep: Class 24 contains 2543 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 5464 members 
Mstep: Class 27 contains 64549 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 115 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9896 members 
Mstep: Class 33 contains 176 members 
Mstep: Class 34 contains 96349 members 
Mstep: Class 35 contains 1356 members 
Entering Unmasked Estep 
Score: -102213120.000000 Penalty: 77592.265625
Splitting cluster 29 changes total score from -102213952.000000 to -102213120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -61946.156250 Penalty: 1041.653442
	Iteration 0F: 2 clusters Score -61946.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60872.933594 Penalty: 2083.306885
	Iteration 0F: 3 clusters Score -60872.93 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61188.660156 Penalty: 2083.306885
	Iteration 1F: 3 clusters Score -61188.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61301.660156 Penalty: 2083.306885
	Iteration 2F: 3 clusters Score -61301.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61358.511719 Penalty: 2083.306885
	Iteration 3Q: 3 clusters Score -61358.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61399.234375 Penalty: 2083.306885
	Iteration 4Q: 3 clusters Score -61399.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61433.421875 Penalty: 2083.306885
	Iteration 5Q: 3 clusters Score -61433.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61454.257812 Penalty: 2083.306885
	Iteration 6Q: 3 clusters Score -61454.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61472.660156 Penalty: 2083.306885
	Iteration 7Q: 3 clusters Score -61472.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61484.355469 Penalty: 2083.306885
	Iteration 8Q: 3 clusters Score -61484.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61493.382812 Penalty: 2083.306885
	Iteration 9Q: 3 clusters Score -61493.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61504.808594 Penalty: 2083.306885
	Iteration 10Q: 3 clusters Score -61504.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61509.882812 Penalty: 2083.306885
	Iteration 11Q: 3 clusters Score -61509.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61513.054688 Penalty: 2083.306885
	Iteration 12Q: 3 clusters Score -61513.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61513.601562 Penalty: 2083.306885
	Iteration 13Q: 3 clusters Score -61513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61513.601562 Penalty: 2083.306885
	Iteration 14F: 3 clusters Score -61513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15659.988281 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -15659.99 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 112 members 
Entering Unmasked Estep 
Score: -15018.432617 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -15018.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15255.849609 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -15255.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15309.194336 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -15309.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15371.534180 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -15371.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15414.738281 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -15414.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15433.987305 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -15433.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15456.588867 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -15456.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15468.344727 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -15468.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15471.298828 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -15471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15471.298828 Penalty: 1787.908936
	Iteration 9F: 3 clusters Score -15471.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Entering Unmasked Estep 
Score: -1199558.250000 Penalty: 1494.981567
	Iteration 0F: 2 clusters Score -1199558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1192410.000000 Penalty: 2989.963135
	Iteration 0F: 3 clusters Score -1192410 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1194878.000000 Penalty: 2989.963135
	Iteration 1F: 3 clusters Score -1194878 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1195372.625000 Penalty: 2989.963135
	Iteration 2F: 3 clusters Score -1195373 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1195841.500000 Penalty: 2989.963135
	Iteration 3F: 3 clusters Score -1195842 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1196269.250000 Penalty: 2989.963135
	Iteration 4F: 3 clusters Score -1196269 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1196666.750000 Penalty: 2989.963135
	Iteration 5F: 3 clusters Score -1196667 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1197044.125000 Penalty: 2989.963135
	Iteration 6F: 3 clusters Score -1197044 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1197358.500000 Penalty: 2989.963135
	Iteration 7Q: 3 clusters Score -1197358 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1197593.750000 Penalty: 2989.963135
	Iteration 8Q: 3 clusters Score -1197594 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1197779.125000 Penalty: 2989.963135
	Iteration 9Q: 3 clusters Score -1197779 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1197903.500000 Penalty: 2989.963135
	Iteration 10Q: 3 clusters Score -1197904 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1197989.750000 Penalty: 2989.963135
	Iteration 11Q: 3 clusters Score -1197990 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1198069.125000 Penalty: 2989.963135
	Iteration 12Q: 3 clusters Score -1198069 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1198137.375000 Penalty: 2989.963135
	Iteration 13Q: 3 clusters Score -1198137 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1198184.750000 Penalty: 2989.963135
	Iteration 14Q: 3 clusters Score -1198185 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1198224.125000 Penalty: 2989.963135
	Iteration 15Q: 3 clusters Score -1198224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1198252.000000 Penalty: 2989.963135
	Iteration 16Q: 3 clusters Score -1198252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1198278.750000 Penalty: 2989.963135
	Iteration 17Q: 3 clusters Score -1198279 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1198298.875000 Penalty: 2989.963135
	Iteration 18Q: 3 clusters Score -1198299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1198324.125000 Penalty: 2989.963135
	Iteration 19Q: 3 clusters Score -1198324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1198343.500000 Penalty: 2989.963135
	Iteration 20F: 3 clusters Score -1198344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1198355.000000 Penalty: 2989.963135
	Iteration 21Q: 3 clusters Score -1198355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1198370.875000 Penalty: 2989.963135
	Iteration 22Q: 3 clusters Score -1198371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1198391.750000 Penalty: 2989.963135
	Iteration 23Q: 3 clusters Score -1198392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1198397.750000 Penalty: 2989.963135
	Iteration 24Q: 3 clusters Score -1198398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1198402.875000 Penalty: 2989.963135
	Iteration 25Q: 3 clusters Score -1198403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1198407.375000 Penalty: 2989.963135
	Iteration 26Q: 3 clusters Score -1198407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1198412.375000 Penalty: 2989.963135
	Iteration 27Q: 3 clusters Score -1198412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1198409.625000 Penalty: 2989.963135
	Iteration 28Q: 3 clusters Score -1198410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1198417.625000 Penalty: 2989.963135
	Iteration 29Q: 3 clusters Score -1198418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1198420.875000 Penalty: 2989.963135
	Iteration 30Q: 3 clusters Score -1198421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1198420.000000 Penalty: 2989.963135
	Iteration 31Q: 3 clusters Score -1198420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1198423.000000 Penalty: 2989.963135
	Iteration 32Q: 3 clusters Score -1198423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1198428.500000 Penalty: 2989.963135
	Iteration 33Q: 3 clusters Score -1198428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1198433.750000 Penalty: 2989.963135
	Iteration 34Q: 3 clusters Score -1198434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1198438.750000 Penalty: 2989.963135
	Iteration 35Q: 3 clusters Score -1198439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1198447.000000 Penalty: 2989.963135
	Iteration 36Q: 3 clusters Score -1198447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1198457.875000 Penalty: 2989.963135
	Iteration 37Q: 3 clusters Score -1198458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1198462.750000 Penalty: 2989.963135
	Iteration 38Q: 3 clusters Score -1198463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1198466.125000 Penalty: 2989.963135
	Iteration 39Q: 3 clusters Score -1198466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1198473.000000 Penalty: 2989.963135
	Iteration 40F: 3 clusters Score -1198473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1198475.375000 Penalty: 2989.963135
	Iteration 41Q: 3 clusters Score -1198475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1198475.375000 Penalty: 2989.963135
	Iteration 42Q: 3 clusters Score -1198475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1198479.250000 Penalty: 2989.963135
	Iteration 43Q: 3 clusters Score -1198479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1198477.750000 Penalty: 2989.963135
	Iteration 44Q: 3 clusters Score -1198478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1198482.750000 Penalty: 2989.963135
	Iteration 45Q: 3 clusters Score -1198483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1198483.000000 Penalty: 2989.963135
	Iteration 46Q: 3 clusters Score -1198483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1198484.750000 Penalty: 2989.963135
	Iteration 47Q: 3 clusters Score -1198485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1198488.875000 Penalty: 2989.963135
	Iteration 48Q: 3 clusters Score -1198489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1198493.125000 Penalty: 2989.963135
	Iteration 49Q: 3 clusters Score -1198493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1198496.375000 Penalty: 2989.963135
	Iteration 50Q: 3 clusters Score -1198496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1198498.875000 Penalty: 2989.963135
	Iteration 51Q: 3 clusters Score -1198499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1198506.250000 Penalty: 2989.963135
	Iteration 52Q: 3 clusters Score -1198506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1198510.375000 Penalty: 2989.963135
	Iteration 53Q: 3 clusters Score -1198510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1198512.625000 Penalty: 2989.963135
	Iteration 54Q: 3 clusters Score -1198513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1198515.375000 Penalty: 2989.963135
	Iteration 55Q: 3 clusters Score -1198515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1198516.500000 Penalty: 2989.963135
	Iteration 56Q: 3 clusters Score -1198516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1198520.125000 Penalty: 2989.963135
	Iteration 57Q: 3 clusters Score -1198520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1198521.125000 Penalty: 2989.963135
	Iteration 58Q: 3 clusters Score -1198521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1198522.500000 Penalty: 2989.963135
	Iteration 59Q: 3 clusters Score -1198522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1198524.125000 Penalty: 2989.963135
	Iteration 60F: 3 clusters Score -1198524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1198526.000000 Penalty: 2989.963135
	Iteration 61Q: 3 clusters Score -1198526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1198528.500000 Penalty: 2989.963135
	Iteration 62Q: 3 clusters Score -1198528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1198531.000000 Penalty: 2989.963135
	Iteration 63Q: 3 clusters Score -1198531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1198533.125000 Penalty: 2989.963135
	Iteration 64Q: 3 clusters Score -1198533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1198537.125000 Penalty: 2989.963135
	Iteration 65Q: 3 clusters Score -1198537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1198541.500000 Penalty: 2989.963135
	Iteration 66Q: 3 clusters Score -1198542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1198543.500000 Penalty: 2989.963135
	Iteration 67Q: 3 clusters Score -1198544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1198542.875000 Penalty: 2989.963135
	Iteration 68Q: 3 clusters Score -1198543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1198544.875000 Penalty: 2989.963135
	Iteration 69Q: 3 clusters Score -1198545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1198542.875000 Penalty: 2989.963135
	Iteration 70Q: 3 clusters Score -1198543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1198544.875000 Penalty: 2989.963135
	Iteration 71Q: 3 clusters Score -1198545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1198547.125000 Penalty: 2989.963135
	Iteration 72Q: 3 clusters Score -1198547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1198549.500000 Penalty: 2989.963135
	Iteration 73Q: 3 clusters Score -1198550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1198550.625000 Penalty: 2989.963135
	Iteration 74Q: 3 clusters Score -1198551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1198553.125000 Penalty: 2989.963135
	Iteration 75Q: 3 clusters Score -1198553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1198555.250000 Penalty: 2989.963135
	Iteration 76Q: 3 clusters Score -1198555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1198554.750000 Penalty: 2989.963135
	Iteration 77Q: 3 clusters Score -1198555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1198558.125000 Penalty: 2989.963135
	Iteration 78Q: 3 clusters Score -1198558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1198558.250000 Penalty: 2989.963135
	Iteration 79Q: 3 clusters Score -1198558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1198560.500000 Penalty: 2989.963135
	Iteration 80F: 3 clusters Score -1198560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1198562.125000 Penalty: 2989.963135
	Iteration 81Q: 3 clusters Score -1198562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1198565.750000 Penalty: 2989.963135
	Iteration 82Q: 3 clusters Score -1198566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1198565.875000 Penalty: 2989.963135
	Iteration 83Q: 3 clusters Score -1198566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1198567.250000 Penalty: 2989.963135
	Iteration 84Q: 3 clusters Score -1198567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1198568.500000 Penalty: 2989.963135
	Iteration 85Q: 3 clusters Score -1198568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1198570.250000 Penalty: 2989.963135
	Iteration 86Q: 3 clusters Score -1198570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1198570.750000 Penalty: 2989.963135
	Iteration 87Q: 3 clusters Score -1198571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1198571.250000 Penalty: 2989.963135
	Iteration 88Q: 3 clusters Score -1198571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1198571.250000 Penalty: 2989.963135
	Iteration 89F: 3 clusters Score -1198571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (96349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Entering Unmasked Estep 
Score: -12143201.000000 Penalty: 1864.806396
	Iteration 0F: 2 clusters Score -1.21432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -12085291.000000 Penalty: 3729.612793
	Iteration 0F: 3 clusters Score -1.208529e+07 nChanged 45982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -12112464.000000 Penalty: 3729.612793
	Iteration 1F: 3 clusters Score -1.211246e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -12113419.000000 Penalty: 3729.612793
	Iteration 2Q: 3 clusters Score -1.211342e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -12114292.000000 Penalty: 3729.612793
	Iteration 3Q: 3 clusters Score -1.211429e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -12115373.000000 Penalty: 3729.612793
	Iteration 4Q: 3 clusters Score -1.211537e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -12116640.000000 Penalty: 3729.612793
	Iteration 5Q: 3 clusters Score -1.211664e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -12118255.000000 Penalty: 3729.612793
	Iteration 6Q: 3 clusters Score -1.211826e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -12119938.000000 Penalty: 3729.612793
	Iteration 7Q: 3 clusters Score -1.211994e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -12122056.000000 Penalty: 3729.612793
	Iteration 8F: 3 clusters Score -1.212206e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -12124374.000000 Penalty: 3729.612793
	Iteration 9F: 3 clusters Score -1.212437e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -12126972.000000 Penalty: 3729.612793
	Iteration 10F: 3 clusters Score -1.212697e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -12128912.000000 Penalty: 3729.612793
	Iteration 11Q: 3 clusters Score -1.212891e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -12130310.000000 Penalty: 3729.612793
	Iteration 12Q: 3 clusters Score -1.213031e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -12131029.000000 Penalty: 3729.612793
	Iteration 13Q: 3 clusters Score -1.213103e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -12131454.000000 Penalty: 3729.612793
	Iteration 14Q: 3 clusters Score -1.213145e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -12132129.000000 Penalty: 3729.612793
	Iteration 15Q: 3 clusters Score -1.213213e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -12132639.000000 Penalty: 3729.612793
	Iteration 16Q: 3 clusters Score -1.213264e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -12133480.000000 Penalty: 3729.612793
	Iteration 17Q: 3 clusters Score -1.213348e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -12134177.000000 Penalty: 3729.612793
	Iteration 18Q: 3 clusters Score -1.213418e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -12134847.000000 Penalty: 3729.612793
	Iteration 19Q: 3 clusters Score -1.213485e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -12135274.000000 Penalty: 3729.612793
	Iteration 20F: 3 clusters Score -1.213527e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -12135860.000000 Penalty: 3729.612793
	Iteration 21Q: 3 clusters Score -1.213586e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -12136017.000000 Penalty: 3729.612793
	Iteration 22Q: 3 clusters Score -1.213602e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -12136123.000000 Penalty: 3729.612793
	Iteration 23Q: 3 clusters Score -1.213612e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -12136301.000000 Penalty: 3729.612793
	Iteration 24Q: 3 clusters Score -1.21363e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -12136477.000000 Penalty: 3729.612793
	Iteration 25Q: 3 clusters Score -1.213648e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -12136744.000000 Penalty: 3729.612793
	Iteration 26Q: 3 clusters Score -1.213674e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -12137055.000000 Penalty: 3729.612793
	Iteration 27Q: 3 clusters Score -1.213706e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -12137442.000000 Penalty: 3729.612793
	Iteration 28Q: 3 clusters Score -1.213744e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -12137753.000000 Penalty: 3729.612793
	Iteration 29Q: 3 clusters Score -1.213775e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -12138074.000000 Penalty: 3729.612793
	Iteration 30Q: 3 clusters Score -1.213807e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -12138424.000000 Penalty: 3729.612793
	Iteration 31Q: 3 clusters Score -1.213842e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -12138641.000000 Penalty: 3729.612793
	Iteration 32Q: 3 clusters Score -1.213864e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -12138799.000000 Penalty: 3729.612793
	Iteration 33Q: 3 clusters Score -1.21388e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -12140043.000000 Penalty: 3729.612793
	Iteration 34Q: 3 clusters Score -1.214004e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -12141208.000000 Penalty: 3729.612793
	Iteration 35Q: 3 clusters Score -1.214121e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -12142170.000000 Penalty: 3729.612793
	Iteration 36Q: 3 clusters Score -1.214217e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -12142801.000000 Penalty: 3729.612793
	Iteration 37Q: 3 clusters Score -1.21428e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -12143252.000000 Penalty: 3729.612793
	Iteration 38Q: 3 clusters Score -1.214325e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87382 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -12143589.000000 Penalty: 3729.612793
	Iteration 39Q: 3 clusters Score -1.214359e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -12143812.000000 Penalty: 3729.612793
	Iteration 40F: 3 clusters Score -1.214381e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -12143870.000000 Penalty: 3729.612793
	Iteration 41Q: 3 clusters Score -1.214387e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -12143956.000000 Penalty: 3729.612793
	Iteration 42Q: 3 clusters Score -1.214396e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -12143953.000000 Penalty: 3729.612793
	Iteration 43Q: 3 clusters Score -1.214395e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -12143965.000000 Penalty: 3729.612793
	Iteration 44Q: 3 clusters Score -1.214396e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -12143907.000000 Penalty: 3729.612793
	Iteration 45Q: 3 clusters Score -1.214391e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -12143915.000000 Penalty: 3729.612793
	Iteration 46Q: 3 clusters Score -1.214392e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -12143871.000000 Penalty: 3729.612793
	Iteration 47Q: 3 clusters Score -1.214387e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91659 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -12143806.000000 Penalty: 3729.612793
	Iteration 48Q: 3 clusters Score -1.214381e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -12143765.000000 Penalty: 3729.612793
	Iteration 49Q: 3 clusters Score -1.214376e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -12143715.000000 Penalty: 3729.612793
	Iteration 50Q: 3 clusters Score -1.214372e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -12143670.000000 Penalty: 3729.612793
	Iteration 51Q: 3 clusters Score -1.214367e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92481 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -12143686.000000 Penalty: 3729.612793
	Iteration 52Q: 3 clusters Score -1.214369e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -12143698.000000 Penalty: 3729.612793
	Iteration 53Q: 3 clusters Score -1.21437e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -12143633.000000 Penalty: 3729.612793
	Iteration 54Q: 3 clusters Score -1.214363e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -12143605.000000 Penalty: 3729.612793
	Iteration 55Q: 3 clusters Score -1.21436e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93065 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -12143550.000000 Penalty: 3729.612793
	Iteration 56Q: 3 clusters Score -1.214355e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -12143520.000000 Penalty: 3729.612793
	Iteration 57Q: 3 clusters Score -1.214352e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -12143513.000000 Penalty: 3729.612793
	Iteration 58Q: 3 clusters Score -1.214351e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -12143484.000000 Penalty: 3729.612793
	Iteration 59Q: 3 clusters Score -1.214348e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93509 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -12143466.000000 Penalty: 3729.612793
	Iteration 60F: 3 clusters Score -1.214347e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -12143419.000000 Penalty: 3729.612793
	Iteration 61Q: 3 clusters Score -1.214342e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -12143420.000000 Penalty: 3729.612793
	Iteration 62Q: 3 clusters Score -1.214342e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -12143362.000000 Penalty: 3729.612793
	Iteration 63Q: 3 clusters Score -1.214336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -12143365.000000 Penalty: 3729.612793
	Iteration 64Q: 3 clusters Score -1.214336e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -12143358.000000 Penalty: 3729.612793
	Iteration 65Q: 3 clusters Score -1.214336e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -12143346.000000 Penalty: 3729.612793
	Iteration 66Q: 3 clusters Score -1.214335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -12143333.000000 Penalty: 3729.612793
	Iteration 67Q: 3 clusters Score -1.214333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -12143324.000000 Penalty: 3729.612793
	Iteration 68Q: 3 clusters Score -1.214332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93851 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -12143310.000000 Penalty: 3729.612793
	Iteration 69Q: 3 clusters Score -1.214331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -12143314.000000 Penalty: 3729.612793
	Iteration 70Q: 3 clusters Score -1.214331e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -12143317.000000 Penalty: 3729.612793
	Iteration 71Q: 3 clusters Score -1.214332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -12143305.000000 Penalty: 3729.612793
	Iteration 72Q: 3 clusters Score -1.21433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93928 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -12143299.000000 Penalty: 3729.612793
	Iteration 73Q: 3 clusters Score -1.21433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93951 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -12143296.000000 Penalty: 3729.612793
	Iteration 74Q: 3 clusters Score -1.21433e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -12143269.000000 Penalty: 3729.612793
	Iteration 75Q: 3 clusters Score -1.214327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -12143239.000000 Penalty: 3729.612793
	Iteration 76Q: 3 clusters Score -1.214324e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -12143243.000000 Penalty: 3729.612793
	Iteration 77Q: 3 clusters Score -1.214324e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -12143259.000000 Penalty: 3729.612793
	Iteration 78Q: 3 clusters Score -1.214326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -12143226.000000 Penalty: 3729.612793
	Iteration 79Q: 3 clusters Score -1.214323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -12143221.000000 Penalty: 3729.612793
	Iteration 80F: 3 clusters Score -1.214322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -12143216.000000 Penalty: 3729.612793
	Iteration 81Q: 3 clusters Score -1.214322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -12143213.000000 Penalty: 3729.612793
	Iteration 82Q: 3 clusters Score -1.214321e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -12143208.000000 Penalty: 3729.612793
	Iteration 83Q: 3 clusters Score -1.214321e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94135 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -12143198.000000 Penalty: 3729.612793
	Iteration 84Q: 3 clusters Score -1.21432e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -12143188.000000 Penalty: 3729.612793
	Iteration 85Q: 3 clusters Score -1.214319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -12143163.000000 Penalty: 3729.612793
	Iteration 86Q: 3 clusters Score -1.214316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -12143164.000000 Penalty: 3729.612793
	Iteration 87Q: 3 clusters Score -1.214316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94171 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -12143176.000000 Penalty: 3729.612793
	Iteration 88Q: 3 clusters Score -1.214318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -12143161.000000 Penalty: 3729.612793
	Iteration 89Q: 3 clusters Score -1.214316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94187 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -12143165.000000 Penalty: 3729.612793
	Iteration 90Q: 3 clusters Score -1.214316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -12143154.000000 Penalty: 3729.612793
	Iteration 91Q: 3 clusters Score -1.214315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94204 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -12143160.000000 Penalty: 3729.612793
	Iteration 92Q: 3 clusters Score -1.214316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -12143170.000000 Penalty: 3729.612793
	Iteration 93Q: 3 clusters Score -1.214317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -12143165.000000 Penalty: 3729.612793
	Iteration 94Q: 3 clusters Score -1.214316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -12143170.000000 Penalty: 3729.612793
	Iteration 95Q: 3 clusters Score -1.214317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -12143167.000000 Penalty: 3729.612793
	Iteration 96Q: 3 clusters Score -1.214317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94233 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -12143164.000000 Penalty: 3729.612793
	Iteration 97Q: 3 clusters Score -1.214316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -12143163.000000 Penalty: 3729.612793
	Iteration 98Q: 3 clusters Score -1.214316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94243 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -12143159.000000 Penalty: 3729.612793
	Iteration 99Q: 3 clusters Score -1.214316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -12143171.000000 Penalty: 3729.612793
	Iteration 100F: 3 clusters Score -1.214317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -12143172.000000 Penalty: 3729.612793
	Iteration 101Q: 3 clusters Score -1.214317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -12143159.000000 Penalty: 3729.612793
	Iteration 102Q: 3 clusters Score -1.214316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -12143176.000000 Penalty: 3729.612793
	Iteration 103Q: 3 clusters Score -1.214318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -12143170.000000 Penalty: 3729.612793
	Iteration 104Q: 3 clusters Score -1.214317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94280 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -12143152.000000 Penalty: 3729.612793
	Iteration 105Q: 3 clusters Score -1.214315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -12143148.000000 Penalty: 3729.612793
	Iteration 106Q: 3 clusters Score -1.214315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -12143143.000000 Penalty: 3729.612793
	Iteration 107Q: 3 clusters Score -1.214314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -12143122.000000 Penalty: 3729.612793
	Iteration 108Q: 3 clusters Score -1.214312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -12143128.000000 Penalty: 3729.612793
	Iteration 109Q: 3 clusters Score -1.214313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -12143116.000000 Penalty: 3729.612793
	Iteration 110Q: 3 clusters Score -1.214312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94356 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -12143103.000000 Penalty: 3729.612793
	Iteration 111Q: 3 clusters Score -1.21431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -12143108.000000 Penalty: 3729.612793
	Iteration 112Q: 3 clusters Score -1.214311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -12143095.000000 Penalty: 3729.612793
	Iteration 113Q: 3 clusters Score -1.21431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94376 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -12143071.000000 Penalty: 3729.612793
	Iteration 114Q: 3 clusters Score -1.214307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -12143058.000000 Penalty: 3729.612793
	Iteration 115Q: 3 clusters Score -1.214306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -12143056.000000 Penalty: 3729.612793
	Iteration 116Q: 3 clusters Score -1.214306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94400 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -12143057.000000 Penalty: 3729.612793
	Iteration 117Q: 3 clusters Score -1.214306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -12143073.000000 Penalty: 3729.612793
	Iteration 118Q: 3 clusters Score -1.214307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -12143081.000000 Penalty: 3729.612793
	Iteration 119Q: 3 clusters Score -1.214308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94427 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -12143096.000000 Penalty: 3729.612793
	Iteration 120F: 3 clusters Score -1.21431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94434 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -12143091.000000 Penalty: 3729.612793
	Iteration 121Q: 3 clusters Score -1.214309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94439 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -12143096.000000 Penalty: 3729.612793
	Iteration 122Q: 3 clusters Score -1.21431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -12143083.000000 Penalty: 3729.612793
	Iteration 123Q: 3 clusters Score -1.214308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94451 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -12143082.000000 Penalty: 3729.612793
	Iteration 124Q: 3 clusters Score -1.214308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -12143086.000000 Penalty: 3729.612793
	Iteration 125Q: 3 clusters Score -1.214309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -12143065.000000 Penalty: 3729.612793
	Iteration 126Q: 3 clusters Score -1.214306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94465 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12143056.000000 Penalty: 3729.612793
	Iteration 127Q: 3 clusters Score -1.214306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -12143054.000000 Penalty: 3729.612793
	Iteration 128Q: 3 clusters Score -1.214305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -12143044.000000 Penalty: 3729.612793
	Iteration 129Q: 3 clusters Score -1.214304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94472 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12143048.000000 Penalty: 3729.612793
	Iteration 130Q: 3 clusters Score -1.214305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -12143049.000000 Penalty: 3729.612793
	Iteration 131Q: 3 clusters Score -1.214305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94481 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -12143043.000000 Penalty: 3729.612793
	Iteration 132Q: 3 clusters Score -1.214304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -12143043.000000 Penalty: 3729.612793
	Iteration 133Q: 3 clusters Score -1.214304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -12143047.000000 Penalty: 3729.612793
	Iteration 134Q: 3 clusters Score -1.214305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94492 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -12143038.000000 Penalty: 3729.612793
	Iteration 135Q: 3 clusters Score -1.214304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94495 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -12143036.000000 Penalty: 3729.612793
	Iteration 136Q: 3 clusters Score -1.214304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -12143039.000000 Penalty: 3729.612793
	Iteration 137Q: 3 clusters Score -1.214304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -12143039.000000 Penalty: 3729.612793
	Iteration 138F: 3 clusters Score -1.214304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -151654.859375 Penalty: 1171.997925
	Iteration 0F: 2 clusters Score -151654.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -150014.437500 Penalty: 2343.995850
	Iteration 0F: 3 clusters Score -150014.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -150423.578125 Penalty: 2343.995850
	Iteration 1F: 3 clusters Score -150423.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -150617.218750 Penalty: 2343.995850
	Iteration 2F: 3 clusters Score -150617.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -150848.609375 Penalty: 2343.995850
	Iteration 3F: 3 clusters Score -150848.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -151020.609375 Penalty: 2343.995850
	Iteration 4F: 3 clusters Score -151020.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -151141.484375 Penalty: 2343.995850
	Iteration 5Q: 3 clusters Score -151141.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -151228.093750 Penalty: 2343.995850
	Iteration 6Q: 3 clusters Score -151228.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -151285.296875 Penalty: 2343.995850
	Iteration 7Q: 3 clusters Score -151285.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -151311.843750 Penalty: 2343.995850
	Iteration 8Q: 3 clusters Score -151311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -151321.296875 Penalty: 2343.995850
	Iteration 9Q: 3 clusters Score -151321.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -151329.593750 Penalty: 2343.995850
	Iteration 10Q: 3 clusters Score -151329.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -151340.484375 Penalty: 2343.995850
	Iteration 11Q: 3 clusters Score -151340.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -151360.718750 Penalty: 2343.995850
	Iteration 12Q: 3 clusters Score -151360.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -151366.125000 Penalty: 2343.995850
	Iteration 13Q: 3 clusters Score -151366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -151369.671875 Penalty: 2343.995850
	Iteration 14Q: 3 clusters Score -151369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -151371.093750 Penalty: 2343.995850
	Iteration 15Q: 3 clusters Score -151371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -151371.828125 Penalty: 2343.995850
	Iteration 16Q: 3 clusters Score -151371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -151372.437500 Penalty: 2343.995850
	Iteration 17Q: 3 clusters Score -151372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -151373.734375 Penalty: 2343.995850
	Iteration 18Q: 3 clusters Score -151373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -151375.078125 Penalty: 2343.995850
	Iteration 19Q: 3 clusters Score -151375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -151376.281250 Penalty: 2343.995850
	Iteration 20F: 3 clusters Score -151376.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18293 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93587 members 
Mstep: Class 5 contains 34416 members 
Mstep: Class 6 contains 3387 members 
Mstep: Class 7 contains 3734 members 
Mstep: Class 8 contains 92632 members 
Mstep: Class 9 contains 87946 members 
Mstep: Class 10 contains 13983 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 45844 members 
Mstep: Class 14 contains 16977 members 
Mstep: Class 15 contains 24460 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 13131 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 3011 members 
Mstep: Class 21 contains 5163 members 
Mstep: Class 22 contains 94674 members 
Mstep: Class 23 contains 88063 members 
Mstep: Class 24 contains 2543 members 
Mstep: Class 25 contains 3130 members 
Mstep: Class 26 contains 5464 members 
Mstep: Class 27 contains 64549 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9896 members 
Mstep: Class 34 contains 96349 members 
Mstep: Class 35 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214256.000000 Penalty: 75375.343750
Iteration 119Q: 35 clusters Score -1.022143e+08 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18271 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93593 members 
Mstep: Class 5 contains 34312 members 
Mstep: Class 6 contains 3390 members 
Mstep: Class 7 contains 3734 members 
Mstep: Class 8 contains 92660 members 
Mstep: Class 9 contains 87678 members 
Mstep: Class 10 contains 13905 members 
Mstep: Class 11 contains 272 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 45747 members 
Mstep: Class 14 contains 17016 members 
Mstep: Class 15 contains 25053 members 
Mstep: Class 16 contains 1413 members 
Mstep: Class 17 contains 13134 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 5168 members 
Mstep: Class 22 contains 94609 members 
Mstep: Class 23 contains 87986 members 
Mstep: Class 24 contains 2540 members 
Mstep: Class 25 contains 3131 members 
Mstep: Class 26 contains 5465 members 
Mstep: Class 27 contains 64473 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9894 members 
Mstep: Class 34 contains 96382 members 
Mstep: Class 35 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213952.000000 Penalty: 75375.343750
Iteration 120F: 35 clusters Score -1.02214e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18253 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93608 members 
Mstep: Class 5 contains 34203 members 
Mstep: Class 6 contains 3393 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 92637 members 
Mstep: Class 9 contains 87412 members 
Mstep: Class 10 contains 13835 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 7851 members 
Mstep: Class 13 contains 45657 members 
Mstep: Class 14 contains 17038 members 
Mstep: Class 15 contains 25684 members 
Mstep: Class 16 contains 1413 members 
Mstep: Class 17 contains 13142 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 4230 members 
Mstep: Class 20 contains 3011 members 
Mstep: Class 21 contains 5167 members 
Mstep: Class 22 contains 94562 members 
Mstep: Class 23 contains 87908 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 3132 members 
Mstep: Class 26 contains 5465 members 
Mstep: Class 27 contains 64400 members 
Mstep: Class 28 contains 1177 members 
Mstep: Class 29 contains 293 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9896 members 
Mstep: Class 34 contains 96398 members 
Mstep: Class 35 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214032.000000 Penalty: 75375.343750
Iteration 121Q: 35 clusters Score -1.02214e+08 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18238 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93638 members 
Mstep: Class 5 contains 34090 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 92586 members 
Mstep: Class 9 contains 87195 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 7850 members 
Mstep: Class 13 contains 45575 members 
Mstep: Class 14 contains 17067 members 
Mstep: Class 15 contains 26301 members 
Mstep: Class 16 contains 1413 members 
Mstep: Class 17 contains 13143 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 4303 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 5173 members 
Mstep: Class 22 contains 94467 members 
Mstep: Class 23 contains 87826 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 3135 members 
Mstep: Class 26 contains 5466 members 
Mstep: Class 27 contains 64336 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 608 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9897 members 
Mstep: Class 34 contains 96423 members 
Mstep: Class 35 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214032.000000 Penalty: 75375.343750
Iteration 122Q: 35 clusters Score -1.02214e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18237 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93621 members 
Mstep: Class 5 contains 33996 members 
Mstep: Class 6 contains 3394 members 
Mstep: Class 7 contains 3734 members 
Mstep: Class 8 contains 92548 members 
Mstep: Class 9 contains 86967 members 
Mstep: Class 10 contains 13713 members 
Mstep: Class 11 contains 266 members 
Mstep: Class 12 contains 7848 members 
Mstep: Class 13 contains 45488 members 
Mstep: Class 14 contains 17077 members 
Mstep: Class 15 contains 26988 members 
Mstep: Class 16 contains 1413 members 
Mstep: Class 17 contains 13137 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 4380 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 94356 members 
Mstep: Class 23 contains 87715 members 
Mstep: Class 24 contains 2527 members 
Mstep: Class 25 contains 3137 members 
Mstep: Class 26 contains 5467 members 
Mstep: Class 27 contains 64266 members 
Mstep: Class 28 contains 1177 members 
Mstep: Class 29 contains 297 members 
Mstep: Class 30 contains 609 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9899 members 
Mstep: Class 34 contains 96460 members 
Mstep: Class 35 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214168.000000 Penalty: 75375.343750
Iteration 123Q: 35 clusters Score -1.022142e+08 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18224 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93601 members 
Mstep: Class 5 contains 33905 members 
Mstep: Class 6 contains 3395 members 
Mstep: Class 7 contains 3732 members 
Mstep: Class 8 contains 92514 members 
Mstep: Class 9 contains 86707 members 
Mstep: Class 10 contains 13674 members 
Mstep: Class 11 contains 266 members 
Mstep: Class 12 contains 7850 members 
Mstep: Class 13 contains 45408 members 
Mstep: Class 14 contains 17083 members 
Mstep: Class 15 contains 27754 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 13140 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 4464 members 
Mstep: Class 20 contains 3024 members 
Mstep: Class 21 contains 5178 members 
Mstep: Class 22 contains 94226 members 
Mstep: Class 23 contains 87587 members 
Mstep: Class 24 contains 2519 members 
Mstep: Class 25 contains 3136 members 
Mstep: Class 26 contains 5467 members 
Mstep: Class 27 contains 64197 members 
Mstep: Class 28 contains 1177 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 609 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9898 members 
Mstep: Class 34 contains 96472 members 
Mstep: Class 35 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214448.000000 Penalty: 75375.343750
Iteration 124Q: 35 clusters Score -1.022144e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18201 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 93610 members 
Mstep: Class 5 contains 33811 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 3728 members 
Mstep: Class 8 contains 92464 members 
Mstep: Class 9 contains 86415 members 
Mstep: Class 10 contains 13648 members 
Mstep: Class 11 contains 266 members 
Mstep: Class 12 contains 7854 members 
Mstep: Class 13 contains 45328 members 
Mstep: Class 14 contains 17078 members 
Mstep: Class 15 contains 28551 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 13138 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 3025 members 
Mstep: Class 21 contains 5172 members 
Mstep: Class 22 contains 94079 members 
Mstep: Class 23 contains 87471 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 3134 members 
Mstep: Class 26 contains 5467 members 
Mstep: Class 27 contains 64132 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9899 members 
Mstep: Class 34 contains 96488 members 
Mstep: Class 35 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214352.000000 Penalty: 75375.343750
Iteration 125Q: 35 clusters Score -1.022144e+08 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18178 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 93624 members 
Mstep: Class 5 contains 33711 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 3727 members 
Mstep: Class 8 contains 92417 members 
Mstep: Class 9 contains 86088 members 
Mstep: Class 10 contains 13615 members 
Mstep: Class 11 contains 266 members 
Mstep: Class 12 contains 7851 members 
Mstep: Class 13 contains 45259 members 
Mstep: Class 14 contains 17080 members 
Mstep: Class 15 contains 29425 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 13140 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 5174 members 
Mstep: Class 22 contains 93911 members 
Mstep: Class 23 contains 87317 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 3136 members 
Mstep: Class 26 contains 5465 members 
Mstep: Class 27 contains 64055 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 293 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9903 members 
Mstep: Class 34 contains 96507 members 
Mstep: Class 35 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214872.000000 Penalty: 75375.343750
Iteration 126Q: 35 clusters Score -1.022149e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18158 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 93571 members 
Mstep: Class 5 contains 33616 members 
Mstep: Class 6 contains 3399 members 
Mstep: Class 7 contains 3728 members 
Mstep: Class 8 contains 92368 members 
Mstep: Class 9 contains 85766 members 
Mstep: Class 10 contains 13584 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7852 members 
Mstep: Class 13 contains 45193 members 
Mstep: Class 14 contains 17078 members 
Mstep: Class 15 contains 30378 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 13139 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 19 contains 4721 members 
Mstep: Class 20 contains 3033 members 
Mstep: Class 21 contains 5189 members 
Mstep: Class 22 contains 93721 members 
Mstep: Class 23 contains 87129 members 
Mstep: Class 24 contains 2511 members 
Mstep: Class 25 contains 3137 members 
Mstep: Class 26 contains 5466 members 
Mstep: Class 27 contains 63979 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9903 members 
Mstep: Class 34 contains 96528 members 
Mstep: Class 35 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215312.000000 Penalty: 75375.343750
Iteration 127Q: 35 clusters Score -1.022153e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18152 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 93538 members 
Mstep: Class 5 contains 33503 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 3733 members 
Mstep: Class 8 contains 92332 members 
Mstep: Class 9 contains 85466 members 
Mstep: Class 10 contains 13555 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7853 members 
Mstep: Class 13 contains 45112 members 
Mstep: Class 14 contains 17081 members 
Mstep: Class 15 contains 31323 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 13135 members 
Mstep: Class 18 contains 1799 members 
Mstep: Class 19 contains 4813 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 5198 members 
Mstep: Class 22 contains 93542 members 
Mstep: Class 23 contains 86906 members 
Mstep: Class 24 contains 2507 members 
Mstep: Class 25 contains 3137 members 
Mstep: Class 26 contains 5467 members 
Mstep: Class 27 contains 63922 members 
Mstep: Class 28 contains 1178 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9903 members 
Mstep: Class 34 contains 96526 members 
Mstep: Class 35 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215760.000000 Penalty: 75375.343750
Iteration 128Q: 35 clusters Score -1.022158e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18129 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 93467 members 
Mstep: Class 5 contains 33402 members 
Mstep: Class 6 contains 3399 members 
Mstep: Class 7 contains 3734 members 
Mstep: Class 8 contains 92262 members 
Mstep: Class 9 contains 85190 members 
Mstep: Class 10 contains 13533 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7855 members 
Mstep: Class 13 contains 45049 members 
Mstep: Class 14 contains 17096 members 
Mstep: Class 15 contains 32310 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 13131 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 19 contains 4897 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 5202 members 
Mstep: Class 22 contains 93360 members 
Mstep: Class 23 contains 86675 members 
Mstep: Class 24 contains 2501 members 
Mstep: Class 25 contains 3137 members 
Mstep: Class 26 contains 5471 members 
Mstep: Class 27 contains 63850 members 
Mstep: Class 28 contains 1179 members 
Mstep: Class 29 contains 294 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9902 members 
Mstep: Class 34 contains 96545 members 
Mstep: Class 35 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215672.000000 Penalty: 75375.343750
Iteration 129Q: 35 clusters Score -1.022157e+08 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18118 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93427 members 
Mstep: Class 5 contains 33299 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 92168 members 
Mstep: Class 9 contains 84940 members 
Mstep: Class 10 contains 13508 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7854 members 
Mstep: Class 13 contains 44984 members 
Mstep: Class 14 contains 17099 members 
Mstep: Class 15 contains 33297 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 13124 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 5201 members 
Mstep: Class 22 contains 93161 members 
Mstep: Class 23 contains 86454 members 
Mstep: Class 24 contains 2494 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 5476 members 
Mstep: Class 27 contains 63760 members 
Mstep: Class 28 contains 1181 members 
Mstep: Class 29 contains 293 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9900 members 
Mstep: Class 34 contains 96560 members 
Mstep: Class 35 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215944.000000 Penalty: 75375.343750
Iteration 130Q: 35 clusters Score -1.022159e+08 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93428 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 3399 members 
Mstep: Class 7 contains 3731 members 
Mstep: Class 8 contains 92081 members 
Mstep: Class 9 contains 84721 members 
Mstep: Class 10 contains 13484 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7854 members 
Mstep: Class 13 contains 44911 members 
Mstep: Class 14 contains 17087 members 
Mstep: Class 15 contains 34280 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 13115 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 5086 members 
Mstep: Class 20 contains 3050 members 
Mstep: Class 21 contains 5200 members 
Mstep: Class 22 contains 92965 members 
Mstep: Class 23 contains 86198 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 3143 members 
Mstep: Class 26 contains 5481 members 
Mstep: Class 27 contains 63660 members 
Mstep: Class 28 contains 1181 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9899 members 
Mstep: Class 34 contains 96583 members 
Mstep: Class 35 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216208.000000 Penalty: 75375.343750
Iteration 131Q: 35 clusters Score -1.022162e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18074 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93376 members 
Mstep: Class 5 contains 33086 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 3729 members 
Mstep: Class 8 contains 92000 members 
Mstep: Class 9 contains 84518 members 
Mstep: Class 10 contains 13454 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7854 members 
Mstep: Class 13 contains 44831 members 
Mstep: Class 14 contains 17096 members 
Mstep: Class 15 contains 35188 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 13103 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 5195 members 
Mstep: Class 20 contains 3050 members 
Mstep: Class 21 contains 5209 members 
Mstep: Class 22 contains 92817 members 
Mstep: Class 23 contains 85985 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 3145 members 
Mstep: Class 26 contains 5484 members 
Mstep: Class 27 contains 63555 members 
Mstep: Class 28 contains 1182 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9902 members 
Mstep: Class 34 contains 96596 members 
Mstep: Class 35 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216728.000000 Penalty: 75375.343750
Iteration 132Q: 35 clusters Score -1.022167e+08 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18064 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93404 members 
Mstep: Class 5 contains 32967 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 91873 members 
Mstep: Class 9 contains 84313 members 
Mstep: Class 10 contains 13423 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7850 members 
Mstep: Class 13 contains 44754 members 
Mstep: Class 14 contains 17100 members 
Mstep: Class 15 contains 35990 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 5294 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 92733 members 
Mstep: Class 23 contains 85797 members 
Mstep: Class 24 contains 2472 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 5486 members 
Mstep: Class 27 contains 63447 members 
Mstep: Class 28 contains 1185 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9902 members 
Mstep: Class 34 contains 96611 members 
Mstep: Class 35 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216944.000000 Penalty: 75375.343750
Iteration 133Q: 35 clusters Score -1.022169e+08 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18055 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93381 members 
Mstep: Class 5 contains 32850 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 3742 members 
Mstep: Class 8 contains 91729 members 
Mstep: Class 9 contains 84167 members 
Mstep: Class 10 contains 13381 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7852 members 
Mstep: Class 13 contains 44683 members 
Mstep: Class 14 contains 17121 members 
Mstep: Class 15 contains 36773 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 13076 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 5399 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 92651 members 
Mstep: Class 23 contains 85617 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 63332 members 
Mstep: Class 28 contains 1187 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9901 members 
Mstep: Class 34 contains 96630 members 
Mstep: Class 35 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217184.000000 Penalty: 75375.343750
Iteration 134Q: 35 clusters Score -1.022172e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18046 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93370 members 
Mstep: Class 5 contains 32736 members 
Mstep: Class 6 contains 3401 members 
Mstep: Class 7 contains 3741 members 
Mstep: Class 8 contains 91613 members 
Mstep: Class 9 contains 83974 members 
Mstep: Class 10 contains 13343 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7852 members 
Mstep: Class 13 contains 44610 members 
Mstep: Class 14 contains 17132 members 
Mstep: Class 15 contains 37527 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 13062 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 3050 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 92546 members 
Mstep: Class 23 contains 85499 members 
Mstep: Class 24 contains 2456 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 5492 members 
Mstep: Class 27 contains 63195 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9898 members 
Mstep: Class 34 contains 96652 members 
Mstep: Class 35 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217616.000000 Penalty: 75375.343750
Iteration 135Q: 35 clusters Score -1.022176e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18033 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93333 members 
Mstep: Class 5 contains 32610 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 91497 members 
Mstep: Class 9 contains 83836 members 
Mstep: Class 10 contains 13309 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7853 members 
Mstep: Class 13 contains 44548 members 
Mstep: Class 14 contains 17147 members 
Mstep: Class 15 contains 38265 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 13050 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 5643 members 
Mstep: Class 20 contains 3060 members 
Mstep: Class 21 contains 5248 members 
Mstep: Class 22 contains 92417 members 
Mstep: Class 23 contains 85382 members 
Mstep: Class 24 contains 2447 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 5498 members 
Mstep: Class 27 contains 63039 members 
Mstep: Class 28 contains 1193 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9897 members 
Mstep: Class 34 contains 96691 members 
Mstep: Class 35 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217368.000000 Penalty: 75375.343750
Iteration 136Q: 35 clusters Score -1.022174e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18032 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93282 members 
Mstep: Class 5 contains 32487 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 3742 members 
Mstep: Class 8 contains 91387 members 
Mstep: Class 9 contains 83717 members 
Mstep: Class 10 contains 13280 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7854 members 
Mstep: Class 13 contains 44484 members 
Mstep: Class 14 contains 17163 members 
Mstep: Class 15 contains 38924 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 13036 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 5757 members 
Mstep: Class 20 contains 3068 members 
Mstep: Class 21 contains 5250 members 
Mstep: Class 22 contains 92313 members 
Mstep: Class 23 contains 85315 members 
Mstep: Class 24 contains 2437 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 5506 members 
Mstep: Class 27 contains 62907 members 
Mstep: Class 28 contains 1196 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9895 members 
Mstep: Class 34 contains 96702 members 
Mstep: Class 35 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217472.000000 Penalty: 75375.343750
Iteration 137Q: 35 clusters Score -1.022175e+08 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18007 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93217 members 
Mstep: Class 5 contains 32370 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 3743 members 
Mstep: Class 8 contains 91267 members 
Mstep: Class 9 contains 83668 members 
Mstep: Class 10 contains 13262 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7856 members 
Mstep: Class 13 contains 44418 members 
Mstep: Class 14 contains 17193 members 
Mstep: Class 15 contains 39538 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 13017 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 5898 members 
Mstep: Class 20 contains 3072 members 
Mstep: Class 21 contains 5244 members 
Mstep: Class 22 contains 92195 members 
Mstep: Class 23 contains 85257 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 3150 members 
Mstep: Class 26 contains 5511 members 
Mstep: Class 27 contains 62770 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9893 members 
Mstep: Class 34 contains 96707 members 
Mstep: Class 35 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217408.000000 Penalty: 75375.343750
Iteration 138Q: 35 clusters Score -1.022174e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17972 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93188 members 
Mstep: Class 5 contains 32250 members 
Mstep: Class 6 contains 3408 members 
Mstep: Class 7 contains 3748 members 
Mstep: Class 8 contains 91138 members 
Mstep: Class 9 contains 83606 members 
Mstep: Class 10 contains 13224 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7855 members 
Mstep: Class 13 contains 44346 members 
Mstep: Class 14 contains 17229 members 
Mstep: Class 15 contains 40176 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 6031 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 5241 members 
Mstep: Class 22 contains 92019 members 
Mstep: Class 23 contains 85217 members 
Mstep: Class 24 contains 2418 members 
Mstep: Class 25 contains 3153 members 
Mstep: Class 26 contains 5515 members 
Mstep: Class 27 contains 62655 members 
Mstep: Class 28 contains 1200 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9891 members 
Mstep: Class 34 contains 96715 members 
Mstep: Class 35 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217920.000000 Penalty: 75375.343750
Iteration 139Q: 35 clusters Score -1.022179e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17945 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93129 members 
Mstep: Class 5 contains 32128 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 90989 members 
Mstep: Class 9 contains 83569 members 
Mstep: Class 10 contains 13192 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 44277 members 
Mstep: Class 14 contains 17255 members 
Mstep: Class 15 contains 40793 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 12986 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 6201 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 91880 members 
Mstep: Class 23 contains 85197 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 3155 members 
Mstep: Class 26 contains 5518 members 
Mstep: Class 27 contains 62505 members 
Mstep: Class 28 contains 1203 members 
Mstep: Class 29 contains 291 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9887 members 
Mstep: Class 34 contains 96720 members 
Mstep: Class 35 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218184.000000 Penalty: 75375.343750
Iteration 140F: 35 clusters Score -1.022182e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17913 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93095 members 
Mstep: Class 5 contains 32004 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 90811 members 
Mstep: Class 9 contains 83538 members 
Mstep: Class 10 contains 13159 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 44218 members 
Mstep: Class 14 contains 17282 members 
Mstep: Class 15 contains 41414 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 12975 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 6373 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 91702 members 
Mstep: Class 23 contains 85200 members 
Mstep: Class 24 contains 2398 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 5518 members 
Mstep: Class 27 contains 62320 members 
Mstep: Class 28 contains 1207 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 34 contains 96753 members 
Mstep: Class 35 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218032.000000 Penalty: 75375.343750
Iteration 141Q: 35 clusters Score -1.02218e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17887 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93068 members 
Mstep: Class 5 contains 31897 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 90649 members 
Mstep: Class 9 contains 83460 members 
Mstep: Class 10 contains 13120 members 
Mstep: Class 11 contains 262 members 
Mstep: Class 12 contains 7866 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 17317 members 
Mstep: Class 15 contains 42048 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 12965 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 6545 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 5246 members 
Mstep: Class 22 contains 91528 members 
Mstep: Class 23 contains 85183 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 5519 members 
Mstep: Class 27 contains 62143 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 294 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9883 members 
Mstep: Class 34 contains 96773 members 
Mstep: Class 35 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218128.000000 Penalty: 75375.343750
Iteration 142Q: 35 clusters Score -1.022181e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17858 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93052 members 
Mstep: Class 5 contains 31770 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 90449 members 
Mstep: Class 9 contains 83378 members 
Mstep: Class 10 contains 13073 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7868 members 
Mstep: Class 13 contains 44122 members 
Mstep: Class 14 contains 17355 members 
Mstep: Class 15 contains 42693 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 12951 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 6734 members 
Mstep: Class 20 contains 3094 members 
Mstep: Class 21 contains 5247 members 
Mstep: Class 22 contains 91417 members 
Mstep: Class 23 contains 85137 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 3153 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 61932 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9883 members 
Mstep: Class 34 contains 96814 members 
Mstep: Class 35 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217808.000000 Penalty: 75375.343750
Iteration 143Q: 35 clusters Score -1.022178e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17820 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93044 members 
Mstep: Class 5 contains 31648 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 8 contains 90270 members 
Mstep: Class 9 contains 83283 members 
Mstep: Class 10 contains 13025 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 44076 members 
Mstep: Class 14 contains 17392 members 
Mstep: Class 15 contains 43352 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 12933 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 6928 members 
Mstep: Class 20 contains 3104 members 
Mstep: Class 21 contains 5249 members 
Mstep: Class 22 contains 91283 members 
Mstep: Class 23 contains 85075 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 3151 members 
Mstep: Class 26 contains 5525 members 
Mstep: Class 27 contains 61735 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 34 contains 96861 members 
Mstep: Class 35 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217360.000000 Penalty: 75375.343750
Iteration 144Q: 35 clusters Score -1.022174e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17778 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93057 members 
Mstep: Class 5 contains 31558 members 
Mstep: Class 6 contains 3423 members 
Mstep: Class 7 contains 3758 members 
Mstep: Class 8 contains 90081 members 
Mstep: Class 9 contains 83143 members 
Mstep: Class 10 contains 12977 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 44031 members 
Mstep: Class 14 contains 17418 members 
Mstep: Class 15 contains 43951 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 12921 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 3112 members 
Mstep: Class 21 contains 5254 members 
Mstep: Class 22 contains 91161 members 
Mstep: Class 23 contains 85080 members 
Mstep: Class 24 contains 2358 members 
Mstep: Class 25 contains 3151 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 61500 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9880 members 
Mstep: Class 34 contains 96894 members 
Mstep: Class 35 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217016.000000 Penalty: 75375.343750
Iteration 145Q: 35 clusters Score -1.02217e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17722 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93078 members 
Mstep: Class 5 contains 31476 members 
Mstep: Class 6 contains 3424 members 
Mstep: Class 7 contains 3758 members 
Mstep: Class 8 contains 89892 members 
Mstep: Class 9 contains 83027 members 
Mstep: Class 10 contains 12936 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7869 members 
Mstep: Class 13 contains 43979 members 
Mstep: Class 14 contains 17430 members 
Mstep: Class 15 contains 44532 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12907 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 7399 members 
Mstep: Class 20 contains 3118 members 
Mstep: Class 21 contains 5259 members 
Mstep: Class 22 contains 91071 members 
Mstep: Class 23 contains 85053 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 3153 members 
Mstep: Class 26 contains 5528 members 
Mstep: Class 27 contains 61239 members 
Mstep: Class 28 contains 1214 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9875 members 
Mstep: Class 34 contains 96962 members 
Mstep: Class 35 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217424.000000 Penalty: 75375.343750
Iteration 146Q: 35 clusters Score -1.022174e+08 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17666 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93094 members 
Mstep: Class 5 contains 31401 members 
Mstep: Class 6 contains 3425 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 8 contains 89716 members 
Mstep: Class 9 contains 82950 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 43932 members 
Mstep: Class 14 contains 17444 members 
Mstep: Class 15 contains 45083 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 12894 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 7649 members 
Mstep: Class 20 contains 3124 members 
Mstep: Class 21 contains 5266 members 
Mstep: Class 22 contains 90956 members 
Mstep: Class 23 contains 85004 members 
Mstep: Class 24 contains 2340 members 
Mstep: Class 25 contains 3154 members 
Mstep: Class 26 contains 5529 members 
Mstep: Class 27 contains 61011 members 
Mstep: Class 28 contains 1215 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9870 members 
Mstep: Class 34 contains 97005 members 
Mstep: Class 35 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216976.000000 Penalty: 75375.343750
Iteration 147Q: 35 clusters Score -1.02217e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17632 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93088 members 
Mstep: Class 5 contains 31302 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 8 contains 89614 members 
Mstep: Class 9 contains 82857 members 
Mstep: Class 10 contains 12857 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 43884 members 
Mstep: Class 14 contains 17458 members 
Mstep: Class 15 contains 45685 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12885 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 7941 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 5278 members 
Mstep: Class 22 contains 90771 members 
Mstep: Class 23 contains 84957 members 
Mstep: Class 24 contains 2331 members 
Mstep: Class 25 contains 3155 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 60734 members 
Mstep: Class 28 contains 1215 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9868 members 
Mstep: Class 34 contains 97033 members 
Mstep: Class 35 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217072.000000 Penalty: 75375.343750
Iteration 148Q: 35 clusters Score -1.022171e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17602 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93077 members 
Mstep: Class 5 contains 31195 members 
Mstep: Class 6 contains 3424 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 8 contains 89475 members 
Mstep: Class 9 contains 82757 members 
Mstep: Class 10 contains 12806 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 43849 members 
Mstep: Class 14 contains 17465 members 
Mstep: Class 15 contains 46264 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12876 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 8241 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 5278 members 
Mstep: Class 22 contains 90657 members 
Mstep: Class 23 contains 84916 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 3156 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 60424 members 
Mstep: Class 28 contains 1216 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9868 members 
Mstep: Class 34 contains 97094 members 
Mstep: Class 35 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217160.000000 Penalty: 75375.343750
Iteration 149Q: 35 clusters Score -1.022172e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17540 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93063 members 
Mstep: Class 5 contains 31096 members 
Mstep: Class 6 contains 3426 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 89340 members 
Mstep: Class 9 contains 82657 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 43782 members 
Mstep: Class 14 contains 17491 members 
Mstep: Class 15 contains 46822 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12867 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 8526 members 
Mstep: Class 20 contains 3125 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 90590 members 
Mstep: Class 23 contains 84844 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 3156 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 60142 members 
Mstep: Class 28 contains 1216 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9869 members 
Mstep: Class 34 contains 97172 members 
Mstep: Class 35 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216696.000000 Penalty: 75375.343750
Iteration 150Q: 35 clusters Score -1.022167e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 93038 members 
Mstep: Class 5 contains 31035 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 3760 members 
Mstep: Class 8 contains 89240 members 
Mstep: Class 9 contains 82547 members 
Mstep: Class 10 contains 12701 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 43707 members 
Mstep: Class 14 contains 17513 members 
Mstep: Class 15 contains 47356 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12867 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 8829 members 
Mstep: Class 20 contains 3122 members 
Mstep: Class 21 contains 5284 members 
Mstep: Class 22 contains 90491 members 
Mstep: Class 23 contains 84781 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 59863 members 
Mstep: Class 28 contains 1216 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9866 members 
Mstep: Class 34 contains 97231 members 
Mstep: Class 35 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216560.000000 Penalty: 75375.343750
Iteration 151Q: 35 clusters Score -1.022166e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17444 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92992 members 
Mstep: Class 5 contains 30967 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 89124 members 
Mstep: Class 9 contains 82429 members 
Mstep: Class 10 contains 12655 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 17534 members 
Mstep: Class 15 contains 47877 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12872 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 9156 members 
Mstep: Class 20 contains 3121 members 
Mstep: Class 21 contains 5287 members 
Mstep: Class 22 contains 90452 members 
Mstep: Class 23 contains 84709 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 59573 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9864 members 
Mstep: Class 34 contains 97264 members 
Mstep: Class 35 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216664.000000 Penalty: 75375.343750
Iteration 152Q: 35 clusters Score -1.022167e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17398 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92945 members 
Mstep: Class 5 contains 30914 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 3758 members 
Mstep: Class 8 contains 89049 members 
Mstep: Class 9 contains 82336 members 
Mstep: Class 10 contains 12619 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 43535 members 
Mstep: Class 14 contains 17543 members 
Mstep: Class 15 contains 48368 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 12874 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 3121 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 90406 members 
Mstep: Class 23 contains 84623 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 59242 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9858 members 
Mstep: Class 34 contains 97285 members 
Mstep: Class 35 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216768.000000 Penalty: 75375.343750
Iteration 153Q: 35 clusters Score -1.022168e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17339 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92927 members 
Mstep: Class 5 contains 30884 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 8 contains 88965 members 
Mstep: Class 9 contains 82273 members 
Mstep: Class 10 contains 12576 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 43447 members 
Mstep: Class 14 contains 17555 members 
Mstep: Class 15 contains 48824 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 12864 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 9957 members 
Mstep: Class 20 contains 3121 members 
Mstep: Class 21 contains 5287 members 
Mstep: Class 22 contains 90345 members 
Mstep: Class 23 contains 84514 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 5545 members 
Mstep: Class 27 contains 58866 members 
Mstep: Class 28 contains 1215 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9854 members 
Mstep: Class 34 contains 97329 members 
Mstep: Class 35 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216800.000000 Penalty: 75375.343750
Iteration 154Q: 35 clusters Score -1.022168e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17281 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92903 members 
Mstep: Class 5 contains 30844 members 
Mstep: Class 6 contains 3444 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 88897 members 
Mstep: Class 9 contains 82198 members 
Mstep: Class 10 contains 12533 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7866 members 
Mstep: Class 13 contains 43368 members 
Mstep: Class 14 contains 17576 members 
Mstep: Class 15 contains 49264 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 12856 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 10403 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 5289 members 
Mstep: Class 22 contains 90305 members 
Mstep: Class 23 contains 84420 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 3160 members 
Mstep: Class 26 contains 5552 members 
Mstep: Class 27 contains 58464 members 
Mstep: Class 28 contains 1214 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9851 members 
Mstep: Class 34 contains 97346 members 
Mstep: Class 35 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216656.000000 Penalty: 75375.343750
Iteration 155Q: 35 clusters Score -1.022167e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17221 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92871 members 
Mstep: Class 5 contains 30805 members 
Mstep: Class 6 contains 3448 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 88834 members 
Mstep: Class 9 contains 82137 members 
Mstep: Class 10 contains 12485 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7869 members 
Mstep: Class 13 contains 43298 members 
Mstep: Class 14 contains 17598 members 
Mstep: Class 15 contains 49686 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 12852 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 10873 members 
Mstep: Class 20 contains 3125 members 
Mstep: Class 21 contains 5294 members 
Mstep: Class 22 contains 90269 members 
Mstep: Class 23 contains 84320 members 
Mstep: Class 24 contains 2317 members 
Mstep: Class 25 contains 3162 members 
Mstep: Class 26 contains 5554 members 
Mstep: Class 27 contains 58030 members 
Mstep: Class 28 contains 1216 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9850 members 
Mstep: Class 34 contains 97361 members 
Mstep: Class 35 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216856.000000 Penalty: 75375.343750
Iteration 156Q: 35 clusters Score -1.022169e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17155 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92864 members 
Mstep: Class 5 contains 30735 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 3758 members 
Mstep: Class 8 contains 88757 members 
Mstep: Class 9 contains 82144 members 
Mstep: Class 10 contains 12450 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7870 members 
Mstep: Class 13 contains 43223 members 
Mstep: Class 14 contains 17610 members 
Mstep: Class 15 contains 50076 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 11376 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 5296 members 
Mstep: Class 22 contains 90215 members 
Mstep: Class 23 contains 84220 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 3161 members 
Mstep: Class 26 contains 5554 members 
Mstep: Class 27 contains 57574 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9849 members 
Mstep: Class 34 contains 97384 members 
Mstep: Class 35 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216768.000000 Penalty: 75375.343750
Iteration 157Q: 35 clusters Score -1.022168e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17092 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92841 members 
Mstep: Class 5 contains 30667 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 88679 members 
Mstep: Class 9 contains 82128 members 
Mstep: Class 10 contains 12412 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7874 members 
Mstep: Class 13 contains 43155 members 
Mstep: Class 14 contains 17629 members 
Mstep: Class 15 contains 50441 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 12836 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 11896 members 
Mstep: Class 20 contains 3131 members 
Mstep: Class 21 contains 5300 members 
Mstep: Class 22 contains 90171 members 
Mstep: Class 23 contains 84163 members 
Mstep: Class 24 contains 2312 members 
Mstep: Class 25 contains 3160 members 
Mstep: Class 26 contains 5554 members 
Mstep: Class 27 contains 57108 members 
Mstep: Class 28 contains 1218 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9847 members 
Mstep: Class 34 contains 97399 members 
Mstep: Class 35 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216888.000000 Penalty: 75375.343750
Iteration 158Q: 35 clusters Score -1.022169e+08 nChanged 2098
Entering ConstructFrom: 
Score: -102216888.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -43186.089844 Penalty: 988.731140
	Iteration 0F: 2 clusters Score -43186.09 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 208 members 
Entering Unmasked Estep 
Score: -42291.894531 Penalty: 1977.462280
	Iteration 0F: 3 clusters Score -42291.89 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42623.429688 Penalty: 1977.462280
	Iteration 1F: 3 clusters Score -42623.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42727.457031 Penalty: 1977.462280
	Iteration 2F: 3 clusters Score -42727.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42837.832031 Penalty: 1977.462280
	Iteration 3Q: 3 clusters Score -42837.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42898.406250 Penalty: 1977.462280
	Iteration 4Q: 3 clusters Score -42898.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42949.808594 Penalty: 1977.462280
	Iteration 5Q: 3 clusters Score -42949.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42993.160156 Penalty: 1977.462280
	Iteration 6Q: 3 clusters Score -42993.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43050.351562 Penalty: 1977.462280
	Iteration 7Q: 3 clusters Score -43050.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43058.468750 Penalty: 1977.462280
	Iteration 8Q: 3 clusters Score -43058.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43060.824219 Penalty: 1977.462280
	Iteration 9Q: 3 clusters Score -43060.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43062.378906 Penalty: 1977.462280
	Iteration 10Q: 3 clusters Score -43062.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43062.378906 Penalty: 1977.462280
	Iteration 11F: 3 clusters Score -43062.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Entering Unmasked Estep 
Score: -2120179.000000 Penalty: 1583.346436
	Iteration 0F: 2 clusters Score -2120179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2108431.250000 Penalty: 3166.692871
	Iteration 0F: 3 clusters Score -2108431 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2112352.500000 Penalty: 3166.692871
	Iteration 1F: 3 clusters Score -2112352 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2112567.250000 Penalty: 3166.692871
	Iteration 2Q: 3 clusters Score -2112567 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2112744.500000 Penalty: 3166.692871
	Iteration 3Q: 3 clusters Score -2112744 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2112914.000000 Penalty: 3166.692871
	Iteration 4Q: 3 clusters Score -2112914 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2113073.750000 Penalty: 3166.692871
	Iteration 5Q: 3 clusters Score -2113074 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2113268.250000 Penalty: 3166.692871
	Iteration 6Q: 3 clusters Score -2113268 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2113540.000000 Penalty: 3166.692871
	Iteration 7Q: 3 clusters Score -2113540 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2113943.750000 Penalty: 3166.692871
	Iteration 8Q: 3 clusters Score -2113944 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2114581.250000 Penalty: 3166.692871
	Iteration 9F: 3 clusters Score -2114581 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2115471.000000 Penalty: 3166.692871
	Iteration 10F: 3 clusters Score -2115471 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2116452.250000 Penalty: 3166.692871
	Iteration 11F: 3 clusters Score -2116452 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2117335.000000 Penalty: 3166.692871
	Iteration 12F: 3 clusters Score -2117335 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2117964.000000 Penalty: 3166.692871
	Iteration 13Q: 3 clusters Score -2117964 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2118356.000000 Penalty: 3166.692871
	Iteration 14Q: 3 clusters Score -2118356 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2118535.250000 Penalty: 3166.692871
	Iteration 15Q: 3 clusters Score -2118535 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2118624.500000 Penalty: 3166.692871
	Iteration 16Q: 3 clusters Score -2118624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2118661.500000 Penalty: 3166.692871
	Iteration 17Q: 3 clusters Score -2118662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2118687.500000 Penalty: 3166.692871
	Iteration 18Q: 3 clusters Score -2118688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2118723.750000 Penalty: 3166.692871
	Iteration 19Q: 3 clusters Score -2118724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2118734.250000 Penalty: 3166.692871
	Iteration 20F: 3 clusters Score -2118734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2118736.000000 Penalty: 3166.692871
	Iteration 21Q: 3 clusters Score -2118736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2118745.500000 Penalty: 3166.692871
	Iteration 22Q: 3 clusters Score -2118746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2118748.250000 Penalty: 3166.692871
	Iteration 23Q: 3 clusters Score -2118748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2118748.250000 Penalty: 3166.692871
	Iteration 24F: 3 clusters Score -2118748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -39463.886719 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -39463.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38589.566406 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -38589.57 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38837.093750 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -38837.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39036.933594 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -39036.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39205.480469 Penalty: 1959.190430
	Iteration 3F: 3 clusters Score -39205.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39336.507812 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -39336.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39431.250000 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -39431.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39534.187500 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -39534.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39552.039062 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -39552.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39576.019531 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -39576.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39598.042969 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -39598.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39608.332031 Penalty: 1959.190430
	Iteration 10Q: 3 clusters Score -39608.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39616.503906 Penalty: 1959.190430
	Iteration 11Q: 3 clusters Score -39616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39616.503906 Penalty: 1959.190430
	Iteration 12F: 3 clusters Score -39616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17046 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 92809 members 
Mstep: Class 5 contains 30608 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 88632 members 
Mstep: Class 9 contains 82105 members 
Mstep: Class 10 contains 12367 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 43076 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 15 contains 50805 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 12828 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 12436 members 
Mstep: Class 20 contains 3133 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 90107 members 
Mstep: Class 23 contains 84115 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 3161 members 
Mstep: Class 26 contains 5553 members 
Mstep: Class 27 contains 56634 members 
Mstep: Class 28 contains 1220 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9843 members 
Mstep: Class 33 contains 149 members 
Mstep: Class 34 contains 97393 members 
Mstep: Class 35 contains 1459 members 
Entering Unmasked Estep 
Score: -102215688.000000 Penalty: 77592.265625
Splitting cluster 3 changes total score from -102216888.000000 to -102215688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (92809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92809 members 
Entering Unmasked Estep 
Score: -11422557.000000 Penalty: 1858.723633
	Iteration 0F: 2 clusters Score -1.142256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -11361824.000000 Penalty: 3717.447266
	Iteration 0F: 3 clusters Score -1.136182e+07 nChanged 44143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -11387414.000000 Penalty: 3717.447266
	Iteration 1F: 3 clusters Score -1.138741e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -11387856.000000 Penalty: 3717.447266
	Iteration 2Q: 3 clusters Score -1.138786e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -11388271.000000 Penalty: 3717.447266
	Iteration 3Q: 3 clusters Score -1.138827e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -11388805.000000 Penalty: 3717.447266
	Iteration 4Q: 3 clusters Score -1.13888e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -11389533.000000 Penalty: 3717.447266
	Iteration 5Q: 3 clusters Score -1.138953e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -11390201.000000 Penalty: 3717.447266
	Iteration 6Q: 3 clusters Score -1.13902e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -11391492.000000 Penalty: 3717.447266
	Iteration 7Q: 3 clusters Score -1.139149e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -11393402.000000 Penalty: 3717.447266
	Iteration 8Q: 3 clusters Score -1.13934e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -11396355.000000 Penalty: 3717.447266
	Iteration 9F: 3 clusters Score -1.139636e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -11400145.000000 Penalty: 3717.447266
	Iteration 10F: 3 clusters Score -1.140014e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -11404146.000000 Penalty: 3717.447266
	Iteration 11F: 3 clusters Score -1.140415e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -11407366.000000 Penalty: 3717.447266
	Iteration 12F: 3 clusters Score -1.140737e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75038 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -11409445.000000 Penalty: 3717.447266
	Iteration 13Q: 3 clusters Score -1.140944e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -11411052.000000 Penalty: 3717.447266
	Iteration 14Q: 3 clusters Score -1.141105e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -11412131.000000 Penalty: 3717.447266
	Iteration 15Q: 3 clusters Score -1.141213e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -11413138.000000 Penalty: 3717.447266
	Iteration 16Q: 3 clusters Score -1.141314e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -11414300.000000 Penalty: 3717.447266
	Iteration 17Q: 3 clusters Score -1.14143e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -11415425.000000 Penalty: 3717.447266
	Iteration 18Q: 3 clusters Score -1.141542e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -11416477.000000 Penalty: 3717.447266
	Iteration 19Q: 3 clusters Score -1.141648e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -11417324.000000 Penalty: 3717.447266
	Iteration 20F: 3 clusters Score -1.141732e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -11418174.000000 Penalty: 3717.447266
	Iteration 21Q: 3 clusters Score -1.141817e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89745 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -11418935.000000 Penalty: 3717.447266
	Iteration 22Q: 3 clusters Score -1.141894e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -11419533.000000 Penalty: 3717.447266
	Iteration 23Q: 3 clusters Score -1.141953e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11419974.000000 Penalty: 3717.447266
	Iteration 24Q: 3 clusters Score -1.141997e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91937 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11420282.000000 Penalty: 3717.447266
	Iteration 25Q: 3 clusters Score -1.142028e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11420573.000000 Penalty: 3717.447266
	Iteration 26Q: 3 clusters Score -1.142057e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92444 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11420707.000000 Penalty: 3717.447266
	Iteration 27Q: 3 clusters Score -1.142071e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11420786.000000 Penalty: 3717.447266
	Iteration 28Q: 3 clusters Score -1.142079e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11420827.000000 Penalty: 3717.447266
	Iteration 29Q: 3 clusters Score -1.142083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11420842.000000 Penalty: 3717.447266
	Iteration 30Q: 3 clusters Score -1.142084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92581 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11420852.000000 Penalty: 3717.447266
	Iteration 31Q: 3 clusters Score -1.142085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11420872.000000 Penalty: 3717.447266
	Iteration 32Q: 3 clusters Score -1.142087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -11420877.000000 Penalty: 3717.447266
	Iteration 33Q: 3 clusters Score -1.142088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11420891.000000 Penalty: 3717.447266
	Iteration 34Q: 3 clusters Score -1.142089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11420899.000000 Penalty: 3717.447266
	Iteration 35Q: 3 clusters Score -1.14209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92608 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11420908.000000 Penalty: 3717.447266
	Iteration 36Q: 3 clusters Score -1.142091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11420913.000000 Penalty: 3717.447266
	Iteration 37Q: 3 clusters Score -1.142091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11420931.000000 Penalty: 3717.447266
	Iteration 38Q: 3 clusters Score -1.142093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11420946.000000 Penalty: 3717.447266
	Iteration 39Q: 3 clusters Score -1.142095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11420945.000000 Penalty: 3717.447266
	Iteration 40F: 3 clusters Score -1.142094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11420956.000000 Penalty: 3717.447266
	Iteration 41Q: 3 clusters Score -1.142096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11420954.000000 Penalty: 3717.447266
	Iteration 42Q: 3 clusters Score -1.142095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11420959.000000 Penalty: 3717.447266
	Iteration 43Q: 3 clusters Score -1.142096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11420963.000000 Penalty: 3717.447266
	Iteration 44Q: 3 clusters Score -1.142096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92629 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11420963.000000 Penalty: 3717.447266
	Iteration 45Q: 3 clusters Score -1.142096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11420967.000000 Penalty: 3717.447266
	Iteration 46Q: 3 clusters Score -1.142097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11420967.000000 Penalty: 3717.447266
	Iteration 47F: 3 clusters Score -1.142097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Entering Unmasked Estep 
Score: -3782126.500000 Penalty: 1678.465210
	Iteration 0F: 2 clusters Score -3782126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3761540.250000 Penalty: 3356.930420
	Iteration 0F: 3 clusters Score -3761540 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3769473.500000 Penalty: 3356.930420
	Iteration 1F: 3 clusters Score -3769474 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3769920.000000 Penalty: 3356.930420
	Iteration 2Q: 3 clusters Score -3769920 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3770381.500000 Penalty: 3356.930420
	Iteration 3Q: 3 clusters Score -3770382 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3770911.250000 Penalty: 3356.930420
	Iteration 4Q: 3 clusters Score -3770911 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3771566.000000 Penalty: 3356.930420
	Iteration 5Q: 3 clusters Score -3771566 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3772365.750000 Penalty: 3356.930420
	Iteration 6F: 3 clusters Score -3772366 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3773307.000000 Penalty: 3356.930420
	Iteration 7F: 3 clusters Score -3773307 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3774311.750000 Penalty: 3356.930420
	Iteration 8F: 3 clusters Score -3774312 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3775322.750000 Penalty: 3356.930420
	Iteration 9F: 3 clusters Score -3775323 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3776252.750000 Penalty: 3356.930420
	Iteration 10Q: 3 clusters Score -3776253 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3777059.750000 Penalty: 3356.930420
	Iteration 11Q: 3 clusters Score -3777060 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3777739.750000 Penalty: 3356.930420
	Iteration 12Q: 3 clusters Score -3777740 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3778275.500000 Penalty: 3356.930420
	Iteration 13Q: 3 clusters Score -3778276 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3778616.750000 Penalty: 3356.930420
	Iteration 14Q: 3 clusters Score -3778617 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3778881.750000 Penalty: 3356.930420
	Iteration 15Q: 3 clusters Score -3778882 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3779110.750000 Penalty: 3356.930420
	Iteration 16Q: 3 clusters Score -3779111 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3779305.500000 Penalty: 3356.930420
	Iteration 17Q: 3 clusters Score -3779306 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -3779465.750000 Penalty: 3356.930420
	Iteration 18Q: 3 clusters Score -3779466 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3779611.750000 Penalty: 3356.930420
	Iteration 19Q: 3 clusters Score -3779612 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3779723.250000 Penalty: 3356.930420
	Iteration 20F: 3 clusters Score -3779723 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3779814.250000 Penalty: 3356.930420
	Iteration 21Q: 3 clusters Score -3779814 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3779898.750000 Penalty: 3356.930420
	Iteration 22Q: 3 clusters Score -3779899 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3779971.250000 Penalty: 3356.930420
	Iteration 23Q: 3 clusters Score -3779971 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3780049.500000 Penalty: 3356.930420
	Iteration 24Q: 3 clusters Score -3780050 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3780117.000000 Penalty: 3356.930420
	Iteration 25Q: 3 clusters Score -3780117 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3780171.500000 Penalty: 3356.930420
	Iteration 26Q: 3 clusters Score -3780172 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3780227.500000 Penalty: 3356.930420
	Iteration 27Q: 3 clusters Score -3780228 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3780265.250000 Penalty: 3356.930420
	Iteration 28Q: 3 clusters Score -3780265 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3780295.000000 Penalty: 3356.930420
	Iteration 29Q: 3 clusters Score -3780295 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3780350.250000 Penalty: 3356.930420
	Iteration 30Q: 3 clusters Score -3780350 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3780377.250000 Penalty: 3356.930420
	Iteration 31Q: 3 clusters Score -3780377 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3780421.000000 Penalty: 3356.930420
	Iteration 32Q: 3 clusters Score -3780421 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3780461.250000 Penalty: 3356.930420
	Iteration 33Q: 3 clusters Score -3780461 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3780473.500000 Penalty: 3356.930420
	Iteration 34Q: 3 clusters Score -3780474 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3780501.000000 Penalty: 3356.930420
	Iteration 35Q: 3 clusters Score -3780501 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3780522.750000 Penalty: 3356.930420
	Iteration 36Q: 3 clusters Score -3780523 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3780551.250000 Penalty: 3356.930420
	Iteration 37Q: 3 clusters Score -3780551 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3780580.250000 Penalty: 3356.930420
	Iteration 38Q: 3 clusters Score -3780580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3780585.750000 Penalty: 3356.930420
	Iteration 39Q: 3 clusters Score -3780586 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3780608.500000 Penalty: 3356.930420
	Iteration 40F: 3 clusters Score -3780608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3780622.250000 Penalty: 3356.930420
	Iteration 41Q: 3 clusters Score -3780622 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3780652.250000 Penalty: 3356.930420
	Iteration 42Q: 3 clusters Score -3780652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3780668.750000 Penalty: 3356.930420
	Iteration 43Q: 3 clusters Score -3780669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3780696.750000 Penalty: 3356.930420
	Iteration 44Q: 3 clusters Score -3780697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3780715.000000 Penalty: 3356.930420
	Iteration 45Q: 3 clusters Score -3780715 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3780727.000000 Penalty: 3356.930420
	Iteration 46Q: 3 clusters Score -3780727 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3780738.750000 Penalty: 3356.930420
	Iteration 47Q: 3 clusters Score -3780739 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3780757.000000 Penalty: 3356.930420
	Iteration 48Q: 3 clusters Score -3780757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3780768.750000 Penalty: 3356.930420
	Iteration 49Q: 3 clusters Score -3780769 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3780786.750000 Penalty: 3356.930420
	Iteration 50Q: 3 clusters Score -3780787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3780805.750000 Penalty: 3356.930420
	Iteration 51Q: 3 clusters Score -3780806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3780819.000000 Penalty: 3356.930420
	Iteration 52Q: 3 clusters Score -3780819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3780828.750000 Penalty: 3356.930420
	Iteration 53Q: 3 clusters Score -3780829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3780840.250000 Penalty: 3356.930420
	Iteration 54Q: 3 clusters Score -3780840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3780851.000000 Penalty: 3356.930420
	Iteration 55Q: 3 clusters Score -3780851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3780851.750000 Penalty: 3356.930420
	Iteration 56Q: 3 clusters Score -3780852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3780858.750000 Penalty: 3356.930420
	Iteration 57Q: 3 clusters Score -3780859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3780861.500000 Penalty: 3356.930420
	Iteration 58Q: 3 clusters Score -3780862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3780866.250000 Penalty: 3356.930420
	Iteration 59Q: 3 clusters Score -3780866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3780880.750000 Penalty: 3356.930420
	Iteration 60F: 3 clusters Score -3780881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3780881.750000 Penalty: 3356.930420
	Iteration 61Q: 3 clusters Score -3780882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3780884.500000 Penalty: 3356.930420
	Iteration 62Q: 3 clusters Score -3780884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3780881.750000 Penalty: 3356.930420
	Iteration 63Q: 3 clusters Score -3780882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3780885.250000 Penalty: 3356.930420
	Iteration 64Q: 3 clusters Score -3780885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3780889.250000 Penalty: 3356.930420
	Iteration 65Q: 3 clusters Score -3780889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3780889.000000 Penalty: 3356.930420
	Iteration 66Q: 3 clusters Score -3780889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3780888.000000 Penalty: 3356.930420
	Iteration 67Q: 3 clusters Score -3780888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3780890.500000 Penalty: 3356.930420
	Iteration 68Q: 3 clusters Score -3780890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3780890.500000 Penalty: 3356.930420
	Iteration 69F: 3 clusters Score -3780890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Entering Unmasked Estep 
Score: -405486.593750 Penalty: 1324.544800
	Iteration 0F: 2 clusters Score -405486.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -402478.125000 Penalty: 2649.089600
	Iteration 0F: 3 clusters Score -402478.1 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -403464.656250 Penalty: 2649.089600
	Iteration 1F: 3 clusters Score -403464.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -403745.000000 Penalty: 2649.089600
	Iteration 2F: 3 clusters Score -403745 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -403933.843750 Penalty: 2649.089600
	Iteration 3F: 3 clusters Score -403933.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -404063.906250 Penalty: 2649.089600
	Iteration 4Q: 3 clusters Score -404063.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -404167.250000 Penalty: 2649.089600
	Iteration 5Q: 3 clusters Score -404167.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -404241.000000 Penalty: 2649.089600
	Iteration 6Q: 3 clusters Score -404241 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -404290.468750 Penalty: 2649.089600
	Iteration 7Q: 3 clusters Score -404290.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -404334.156250 Penalty: 2649.089600
	Iteration 8Q: 3 clusters Score -404334.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -404386.375000 Penalty: 2649.089600
	Iteration 9Q: 3 clusters Score -404386.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -404418.531250 Penalty: 2649.089600
	Iteration 10Q: 3 clusters Score -404418.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -404447.781250 Penalty: 2649.089600
	Iteration 11Q: 3 clusters Score -404447.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -404470.312500 Penalty: 2649.089600
	Iteration 12Q: 3 clusters Score -404470.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -404489.875000 Penalty: 2649.089600
	Iteration 13Q: 3 clusters Score -404489.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -404502.687500 Penalty: 2649.089600
	Iteration 14Q: 3 clusters Score -404502.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -404516.937500 Penalty: 2649.089600
	Iteration 15Q: 3 clusters Score -404516.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -404536.343750 Penalty: 2649.089600
	Iteration 16Q: 3 clusters Score -404536.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -404559.062500 Penalty: 2649.089600
	Iteration 17Q: 3 clusters Score -404559.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -404584.812500 Penalty: 2649.089600
	Iteration 18Q: 3 clusters Score -404584.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -404603.062500 Penalty: 2649.089600
	Iteration 19Q: 3 clusters Score -404603.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -404614.312500 Penalty: 2649.089600
	Iteration 20F: 3 clusters Score -404614.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -404620.531250 Penalty: 2649.089600
	Iteration 21Q: 3 clusters Score -404620.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -404627.375000 Penalty: 2649.089600
	Iteration 22Q: 3 clusters Score -404627.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -404633.656250 Penalty: 2649.089600
	Iteration 23Q: 3 clusters Score -404633.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -404638.593750 Penalty: 2649.089600
	Iteration 24Q: 3 clusters Score -404638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -404644.343750 Penalty: 2649.089600
	Iteration 25Q: 3 clusters Score -404644.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -404653.156250 Penalty: 2649.089600
	Iteration 26Q: 3 clusters Score -404653.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -404665.093750 Penalty: 2649.089600
	Iteration 27Q: 3 clusters Score -404665.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -404673.093750 Penalty: 2649.089600
	Iteration 28Q: 3 clusters Score -404673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -404674.875000 Penalty: 2649.089600
	Iteration 29Q: 3 clusters Score -404674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -404675.937500 Penalty: 2649.089600
	Iteration 30Q: 3 clusters Score -404675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -404677.812500 Penalty: 2649.089600
	Iteration 31Q: 3 clusters Score -404677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -404679.093750 Penalty: 2649.089600
	Iteration 32Q: 3 clusters Score -404679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -404680.281250 Penalty: 2649.089600
	Iteration 33Q: 3 clusters Score -404680.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -404681.500000 Penalty: 2649.089600
	Iteration 34Q: 3 clusters Score -404681.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -404683.343750 Penalty: 2649.089600
	Iteration 35Q: 3 clusters Score -404683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -404683.531250 Penalty: 2649.089600
	Iteration 36Q: 3 clusters Score -404683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -404684.531250 Penalty: 2649.089600
	Iteration 37Q: 3 clusters Score -404684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -404684.875000 Penalty: 2649.089600
	Iteration 38Q: 3 clusters Score -404684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -404685.750000 Penalty: 2649.089600
	Iteration 39Q: 3 clusters Score -404685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -404687.000000 Penalty: 2649.089600
	Iteration 40F: 3 clusters Score -404687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -404688.718750 Penalty: 2649.089600
	Iteration 41Q: 3 clusters Score -404688.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -404691.562500 Penalty: 2649.089600
	Iteration 42Q: 3 clusters Score -404691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -404697.593750 Penalty: 2649.089600
	Iteration 43Q: 3 clusters Score -404697.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -404705.531250 Penalty: 2649.089600
	Iteration 44Q: 3 clusters Score -404705.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -404711.093750 Penalty: 2649.089600
	Iteration 45Q: 3 clusters Score -404711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -404715.406250 Penalty: 2649.089600
	Iteration 46Q: 3 clusters Score -404715.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -404718.718750 Penalty: 2649.089600
	Iteration 47Q: 3 clusters Score -404718.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -404732.593750 Penalty: 2649.089600
	Iteration 48Q: 3 clusters Score -404732.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -404753.875000 Penalty: 2649.089600
	Iteration 49Q: 3 clusters Score -404753.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -404777.281250 Penalty: 2649.089600
	Iteration 50Q: 3 clusters Score -404777.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -404793.031250 Penalty: 2649.089600
	Iteration 51Q: 3 clusters Score -404793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -404803.843750 Penalty: 2649.089600
	Iteration 52Q: 3 clusters Score -404803.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -404812.312500 Penalty: 2649.089600
	Iteration 53Q: 3 clusters Score -404812.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -404817.718750 Penalty: 2649.089600
	Iteration 54Q: 3 clusters Score -404817.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -404822.062500 Penalty: 2649.089600
	Iteration 55Q: 3 clusters Score -404822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -404825.156250 Penalty: 2649.089600
	Iteration 56Q: 3 clusters Score -404825.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -404825.500000 Penalty: 2649.089600
	Iteration 57Q: 3 clusters Score -404825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -404825.687500 Penalty: 2649.089600
	Iteration 58Q: 3 clusters Score -404825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -404826.000000 Penalty: 2649.089600
	Iteration 59Q: 3 clusters Score -404826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -404826.750000 Penalty: 2649.089600
	Iteration 60F: 3 clusters Score -404826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -404827.937500 Penalty: 2649.089600
	Iteration 61Q: 3 clusters Score -404827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -404827.937500 Penalty: 2649.089600
	Iteration 62F: 3 clusters Score -404827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Entering Unmasked Estep 
Score: -438060.250000 Penalty: 1337.425415
	Iteration 0F: 2 clusters Score -438060.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -434869.125000 Penalty: 2674.850830
	Iteration 0F: 3 clusters Score -434869.1 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -435684.156250 Penalty: 2674.850830
	Iteration 1F: 3 clusters Score -435684.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -435874.593750 Penalty: 2674.850830
	Iteration 2F: 3 clusters Score -435874.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -436000.000000 Penalty: 2674.850830
	Iteration 3F: 3 clusters Score -436000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -436110.875000 Penalty: 2674.850830
	Iteration 4Q: 3 clusters Score -436110.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -436243.906250 Penalty: 2674.850830
	Iteration 5Q: 3 clusters Score -436243.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -436378.468750 Penalty: 2674.850830
	Iteration 6Q: 3 clusters Score -436378.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -436508.593750 Penalty: 2674.850830
	Iteration 7Q: 3 clusters Score -436508.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -436626.218750 Penalty: 2674.850830
	Iteration 8Q: 3 clusters Score -436626.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -436723.406250 Penalty: 2674.850830
	Iteration 9Q: 3 clusters Score -436723.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -436803.750000 Penalty: 2674.850830
	Iteration 10Q: 3 clusters Score -436803.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -436860.125000 Penalty: 2674.850830
	Iteration 11Q: 3 clusters Score -436860.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -436902.500000 Penalty: 2674.850830
	Iteration 12Q: 3 clusters Score -436902.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -436945.218750 Penalty: 2674.850830
	Iteration 13Q: 3 clusters Score -436945.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -436983.500000 Penalty: 2674.850830
	Iteration 14Q: 3 clusters Score -436983.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -437006.437500 Penalty: 2674.850830
	Iteration 15Q: 3 clusters Score -437006.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -437023.656250 Penalty: 2674.850830
	Iteration 16Q: 3 clusters Score -437023.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -437040.250000 Penalty: 2674.850830
	Iteration 17Q: 3 clusters Score -437040.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -437051.281250 Penalty: 2674.850830
	Iteration 18Q: 3 clusters Score -437051.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -437065.312500 Penalty: 2674.850830
	Iteration 19Q: 3 clusters Score -437065.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -437088.156250 Penalty: 2674.850830
	Iteration 20F: 3 clusters Score -437088.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -437104.468750 Penalty: 2674.850830
	Iteration 21Q: 3 clusters Score -437104.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -437118.218750 Penalty: 2674.850830
	Iteration 22Q: 3 clusters Score -437118.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -437127.000000 Penalty: 2674.850830
	Iteration 23Q: 3 clusters Score -437127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -437130.656250 Penalty: 2674.850830
	Iteration 24Q: 3 clusters Score -437130.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -437136.000000 Penalty: 2674.850830
	Iteration 25Q: 3 clusters Score -437136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -437139.125000 Penalty: 2674.850830
	Iteration 26Q: 3 clusters Score -437139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -437143.281250 Penalty: 2674.850830
	Iteration 27Q: 3 clusters Score -437143.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -437146.031250 Penalty: 2674.850830
	Iteration 28Q: 3 clusters Score -437146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -437149.718750 Penalty: 2674.850830
	Iteration 29Q: 3 clusters Score -437149.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -437151.250000 Penalty: 2674.850830
	Iteration 30Q: 3 clusters Score -437151.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -437156.906250 Penalty: 2674.850830
	Iteration 31Q: 3 clusters Score -437156.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -437160.250000 Penalty: 2674.850830
	Iteration 32Q: 3 clusters Score -437160.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -437161.750000 Penalty: 2674.850830
	Iteration 33Q: 3 clusters Score -437161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -437162.218750 Penalty: 2674.850830
	Iteration 34Q: 3 clusters Score -437162.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -437162.218750 Penalty: 2674.850830
	Iteration 35F: 3 clusters Score -437162.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (88632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88632 members 
Entering Unmasked Estep 
Score: -11029011.000000 Penalty: 1851.240356
	Iteration 0F: 2 clusters Score -1.102901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -10971014.000000 Penalty: 3702.480713
	Iteration 0F: 3 clusters Score -1.097101e+07 nChanged 42289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -10995139.000000 Penalty: 3702.480713
	Iteration 1F: 3 clusters Score -1.099514e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -10995931.000000 Penalty: 3702.480713
	Iteration 2Q: 3 clusters Score -1.099593e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -10997138.000000 Penalty: 3702.480713
	Iteration 3Q: 3 clusters Score -1.099714e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -10999313.000000 Penalty: 3702.480713
	Iteration 4Q: 3 clusters Score -1.099931e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -11003048.000000 Penalty: 3702.480713
	Iteration 5F: 3 clusters Score -1.100305e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -11008777.000000 Penalty: 3702.480713
	Iteration 6F: 3 clusters Score -1.100878e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -11015796.000000 Penalty: 3702.480713
	Iteration 7F: 3 clusters Score -1.10158e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -11021906.000000 Penalty: 3702.480713
	Iteration 8F: 3 clusters Score -1.102191e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 84997 members 
Entering Unmasked Estep 
Score: -11024988.000000 Penalty: 3702.480713
	Iteration 9Q: 3 clusters Score -1.102499e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
Score: -11026283.000000 Penalty: 3702.480713
	Iteration 10Q: 3 clusters Score -1.102628e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -11026935.000000 Penalty: 3702.480713
	Iteration 11Q: 3 clusters Score -1.102694e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 87868 members 
Entering Unmasked Estep 
Score: -11027205.000000 Penalty: 3702.480713
	Iteration 12Q: 3 clusters Score -1.10272e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -11027350.000000 Penalty: 3702.480713
	Iteration 13Q: 3 clusters Score -1.102735e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -11027422.000000 Penalty: 3702.480713
	Iteration 14Q: 3 clusters Score -1.102742e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -11027444.000000 Penalty: 3702.480713
	Iteration 15Q: 3 clusters Score -1.102744e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -11027472.000000 Penalty: 3702.480713
	Iteration 16Q: 3 clusters Score -1.102747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -11027480.000000 Penalty: 3702.480713
	Iteration 17Q: 3 clusters Score -1.102748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -11027481.000000 Penalty: 3702.480713
	Iteration 18Q: 3 clusters Score -1.102748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -11027489.000000 Penalty: 3702.480713
	Iteration 19Q: 3 clusters Score -1.102749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -11027487.000000 Penalty: 3702.480713
	Iteration 20F: 3 clusters Score -1.102749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -11027494.000000 Penalty: 3702.480713
	Iteration 21Q: 3 clusters Score -1.102749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -11027503.000000 Penalty: 3702.480713
	Iteration 22Q: 3 clusters Score -1.10275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -11027510.000000 Penalty: 3702.480713
	Iteration 23Q: 3 clusters Score -1.102751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -11027516.000000 Penalty: 3702.480713
	Iteration 24Q: 3 clusters Score -1.102752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -11027519.000000 Penalty: 3702.480713
	Iteration 25Q: 3 clusters Score -1.102752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -11027519.000000 Penalty: 3702.480713
	Iteration 26Q: 3 clusters Score -1.102752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -11027519.000000 Penalty: 3702.480713
	Iteration 27F: 3 clusters Score -1.102752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Entering Unmasked Estep 
Score: -10200479.000000 Penalty: 1838.810059
	Iteration 0F: 2 clusters Score -1.020048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -10146452.000000 Penalty: 3677.620117
	Iteration 0F: 3 clusters Score -1.014645e+07 nChanged 39097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -10168981.000000 Penalty: 3677.620117
	Iteration 1F: 3 clusters Score -1.016898e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -10169737.000000 Penalty: 3677.620117
	Iteration 2Q: 3 clusters Score -1.016974e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -10170827.000000 Penalty: 3677.620117
	Iteration 3Q: 3 clusters Score -1.017083e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -10172792.000000 Penalty: 3677.620117
	Iteration 4Q: 3 clusters Score -1.017279e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -10176245.000000 Penalty: 3677.620117
	Iteration 5F: 3 clusters Score -1.017624e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -10181686.000000 Penalty: 3677.620117
	Iteration 6F: 3 clusters Score -1.018169e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -10188572.000000 Penalty: 3677.620117
	Iteration 7F: 3 clusters Score -1.018857e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -10194869.000000 Penalty: 3677.620117
	Iteration 8F: 3 clusters Score -1.019487e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -10197677.000000 Penalty: 3677.620117
	Iteration 9Q: 3 clusters Score -1.019768e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -10198368.000000 Penalty: 3677.620117
	Iteration 10Q: 3 clusters Score -1.019837e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -10198602.000000 Penalty: 3677.620117
	Iteration 11Q: 3 clusters Score -1.01986e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -10198763.000000 Penalty: 3677.620117
	Iteration 12Q: 3 clusters Score -1.019876e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -10198879.000000 Penalty: 3677.620117
	Iteration 13Q: 3 clusters Score -1.019888e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -10198993.000000 Penalty: 3677.620117
	Iteration 14Q: 3 clusters Score -1.019899e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -10199039.000000 Penalty: 3677.620117
	Iteration 15Q: 3 clusters Score -1.019904e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -10199085.000000 Penalty: 3677.620117
	Iteration 16Q: 3 clusters Score -1.019908e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -10199141.000000 Penalty: 3677.620117
	Iteration 17Q: 3 clusters Score -1.019914e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -10199188.000000 Penalty: 3677.620117
	Iteration 18Q: 3 clusters Score -1.019919e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -10199194.000000 Penalty: 3677.620117
	Iteration 19Q: 3 clusters Score -1.019919e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -10199219.000000 Penalty: 3677.620117
	Iteration 20F: 3 clusters Score -1.019922e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -10199275.000000 Penalty: 3677.620117
	Iteration 21Q: 3 clusters Score -1.019928e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -10199270.000000 Penalty: 3677.620117
	Iteration 22Q: 3 clusters Score -1.019927e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -10199300.000000 Penalty: 3677.620117
	Iteration 23Q: 3 clusters Score -1.01993e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -10199313.000000 Penalty: 3677.620117
	Iteration 24Q: 3 clusters Score -1.019931e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -10199365.000000 Penalty: 3677.620117
	Iteration 25Q: 3 clusters Score -1.019936e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -10199367.000000 Penalty: 3677.620117
	Iteration 26Q: 3 clusters Score -1.019937e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -10199390.000000 Penalty: 3677.620117
	Iteration 27Q: 3 clusters Score -1.019939e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72082 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -10199417.000000 Penalty: 3677.620117
	Iteration 28Q: 3 clusters Score -1.019942e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -10199467.000000 Penalty: 3677.620117
	Iteration 29Q: 3 clusters Score -1.019947e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -10199503.000000 Penalty: 3677.620117
	Iteration 30Q: 3 clusters Score -1.01995e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -10199524.000000 Penalty: 3677.620117
	Iteration 31Q: 3 clusters Score -1.019952e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -10199585.000000 Penalty: 3677.620117
	Iteration 32Q: 3 clusters Score -1.019958e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -10199612.000000 Penalty: 3677.620117
	Iteration 33Q: 3 clusters Score -1.019961e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -10199640.000000 Penalty: 3677.620117
	Iteration 34Q: 3 clusters Score -1.019964e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -10199658.000000 Penalty: 3677.620117
	Iteration 35Q: 3 clusters Score -1.019966e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -10199683.000000 Penalty: 3677.620117
	Iteration 36Q: 3 clusters Score -1.019968e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -10199710.000000 Penalty: 3677.620117
	Iteration 37Q: 3 clusters Score -1.019971e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -10199748.000000 Penalty: 3677.620117
	Iteration 38Q: 3 clusters Score -1.019975e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -10199752.000000 Penalty: 3677.620117
	Iteration 39Q: 3 clusters Score -1.019975e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -10199811.000000 Penalty: 3677.620117
	Iteration 40F: 3 clusters Score -1.019981e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -10199820.000000 Penalty: 3677.620117
	Iteration 41Q: 3 clusters Score -1.019982e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -10199816.000000 Penalty: 3677.620117
	Iteration 42Q: 3 clusters Score -1.019982e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -10199836.000000 Penalty: 3677.620117
	Iteration 43Q: 3 clusters Score -1.019984e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -10199859.000000 Penalty: 3677.620117
	Iteration 44Q: 3 clusters Score -1.019986e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -10199900.000000 Penalty: 3677.620117
	Iteration 45Q: 3 clusters Score -1.01999e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -10199897.000000 Penalty: 3677.620117
	Iteration 46Q: 3 clusters Score -1.01999e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -10199905.000000 Penalty: 3677.620117
	Iteration 47Q: 3 clusters Score -1.01999e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -10199961.000000 Penalty: 3677.620117
	Iteration 48Q: 3 clusters Score -1.019996e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -10200005.000000 Penalty: 3677.620117
	Iteration 49Q: 3 clusters Score -1.02e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -10200029.000000 Penalty: 3677.620117
	Iteration 50Q: 3 clusters Score -1.020003e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -10200070.000000 Penalty: 3677.620117
	Iteration 51Q: 3 clusters Score -1.020007e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -10200086.000000 Penalty: 3677.620117
	Iteration 52Q: 3 clusters Score -1.020009e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -10200098.000000 Penalty: 3677.620117
	Iteration 53Q: 3 clusters Score -1.02001e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76503 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -10200109.000000 Penalty: 3677.620117
	Iteration 54Q: 3 clusters Score -1.020011e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -10200120.000000 Penalty: 3677.620117
	Iteration 55Q: 3 clusters Score -1.020012e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -10200109.000000 Penalty: 3677.620117
	Iteration 56Q: 3 clusters Score -1.020011e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -10200111.000000 Penalty: 3677.620117
	Iteration 57Q: 3 clusters Score -1.020011e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -10200148.000000 Penalty: 3677.620117
	Iteration 58Q: 3 clusters Score -1.020015e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -10200136.000000 Penalty: 3677.620117
	Iteration 59Q: 3 clusters Score -1.020014e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -10200147.000000 Penalty: 3677.620117
	Iteration 60F: 3 clusters Score -1.020015e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77372 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -10200128.000000 Penalty: 3677.620117
	Iteration 61Q: 3 clusters Score -1.020013e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -10200152.000000 Penalty: 3677.620117
	Iteration 62Q: 3 clusters Score -1.020015e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -10200153.000000 Penalty: 3677.620117
	Iteration 63Q: 3 clusters Score -1.020015e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -10200167.000000 Penalty: 3677.620117
	Iteration 64Q: 3 clusters Score -1.020017e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -10200137.000000 Penalty: 3677.620117
	Iteration 65Q: 3 clusters Score -1.020014e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -10200152.000000 Penalty: 3677.620117
	Iteration 66Q: 3 clusters Score -1.020015e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -10200161.000000 Penalty: 3677.620117
	Iteration 67Q: 3 clusters Score -1.020016e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78021 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -10200183.000000 Penalty: 3677.620117
	Iteration 68Q: 3 clusters Score -1.020018e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -10200171.000000 Penalty: 3677.620117
	Iteration 69Q: 3 clusters Score -1.020017e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -10200159.000000 Penalty: 3677.620117
	Iteration 70Q: 3 clusters Score -1.020016e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -10200146.000000 Penalty: 3677.620117
	Iteration 71Q: 3 clusters Score -1.020015e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -10200157.000000 Penalty: 3677.620117
	Iteration 72Q: 3 clusters Score -1.020016e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78409 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -10200151.000000 Penalty: 3677.620117
	Iteration 73Q: 3 clusters Score -1.020015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -10200149.000000 Penalty: 3677.620117
	Iteration 74Q: 3 clusters Score -1.020015e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -10200140.000000 Penalty: 3677.620117
	Iteration 75Q: 3 clusters Score -1.020014e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -10200136.000000 Penalty: 3677.620117
	Iteration 76Q: 3 clusters Score -1.020014e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78579 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -10200135.000000 Penalty: 3677.620117
	Iteration 77Q: 3 clusters Score -1.020014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -10200129.000000 Penalty: 3677.620117
	Iteration 78Q: 3 clusters Score -1.020013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -10200138.000000 Penalty: 3677.620117
	Iteration 79Q: 3 clusters Score -1.020014e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -10200157.000000 Penalty: 3677.620117
	Iteration 80F: 3 clusters Score -1.020016e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -10200153.000000 Penalty: 3677.620117
	Iteration 81Q: 3 clusters Score -1.020015e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -10200167.000000 Penalty: 3677.620117
	Iteration 82Q: 3 clusters Score -1.020017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -10200167.000000 Penalty: 3677.620117
	Iteration 83Q: 3 clusters Score -1.020017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -10200151.000000 Penalty: 3677.620117
	Iteration 84Q: 3 clusters Score -1.020015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -10200148.000000 Penalty: 3677.620117
	Iteration 85Q: 3 clusters Score -1.020015e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -10200121.000000 Penalty: 3677.620117
	Iteration 86Q: 3 clusters Score -1.020012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -10200123.000000 Penalty: 3677.620117
	Iteration 87Q: 3 clusters Score -1.020012e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -10200146.000000 Penalty: 3677.620117
	Iteration 88Q: 3 clusters Score -1.020015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -10200149.000000 Penalty: 3677.620117
	Iteration 89Q: 3 clusters Score -1.020015e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -10200128.000000 Penalty: 3677.620117
	Iteration 90Q: 3 clusters Score -1.020013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -10200129.000000 Penalty: 3677.620117
	Iteration 91Q: 3 clusters Score -1.020013e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78995 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -10200127.000000 Penalty: 3677.620117
	Iteration 92Q: 3 clusters Score -1.020013e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -10200133.000000 Penalty: 3677.620117
	Iteration 93Q: 3 clusters Score -1.020013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -10200125.000000 Penalty: 3677.620117
	Iteration 94Q: 3 clusters Score -1.020012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -10200111.000000 Penalty: 3677.620117
	Iteration 95Q: 3 clusters Score -1.020011e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -10200106.000000 Penalty: 3677.620117
	Iteration 96Q: 3 clusters Score -1.020011e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -10200096.000000 Penalty: 3677.620117
	Iteration 97Q: 3 clusters Score -1.02001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -10200093.000000 Penalty: 3677.620117
	Iteration 98Q: 3 clusters Score -1.020009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -10200098.000000 Penalty: 3677.620117
	Iteration 99Q: 3 clusters Score -1.02001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -10200096.000000 Penalty: 3677.620117
	Iteration 100F: 3 clusters Score -1.02001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -10200096.000000 Penalty: 3677.620117
	Iteration 101Q: 3 clusters Score -1.02001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -10200091.000000 Penalty: 3677.620117
	Iteration 102Q: 3 clusters Score -1.020009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -10200085.000000 Penalty: 3677.620117
	Iteration 103Q: 3 clusters Score -1.020008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79239 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -10200084.000000 Penalty: 3677.620117
	Iteration 104Q: 3 clusters Score -1.020008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -10200080.000000 Penalty: 3677.620117
	Iteration 105Q: 3 clusters Score -1.020008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -10200088.000000 Penalty: 3677.620117
	Iteration 106Q: 3 clusters Score -1.020009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -10200086.000000 Penalty: 3677.620117
	Iteration 107Q: 3 clusters Score -1.020009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -10200084.000000 Penalty: 3677.620117
	Iteration 108Q: 3 clusters Score -1.020008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -10200077.000000 Penalty: 3677.620117
	Iteration 109Q: 3 clusters Score -1.020008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -10200081.000000 Penalty: 3677.620117
	Iteration 110Q: 3 clusters Score -1.020008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -10200075.000000 Penalty: 3677.620117
	Iteration 111Q: 3 clusters Score -1.020008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -10200079.000000 Penalty: 3677.620117
	Iteration 112Q: 3 clusters Score -1.020008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -10200057.000000 Penalty: 3677.620117
	Iteration 113Q: 3 clusters Score -1.020006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -10200071.000000 Penalty: 3677.620117
	Iteration 114Q: 3 clusters Score -1.020007e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -10200072.000000 Penalty: 3677.620117
	Iteration 115Q: 3 clusters Score -1.020007e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -10200075.000000 Penalty: 3677.620117
	Iteration 116Q: 3 clusters Score -1.020008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -10200070.000000 Penalty: 3677.620117
	Iteration 117Q: 3 clusters Score -1.020007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -10200058.000000 Penalty: 3677.620117
	Iteration 118Q: 3 clusters Score -1.020006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -10200059.000000 Penalty: 3677.620117
	Iteration 119Q: 3 clusters Score -1.020006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10200050.000000 Penalty: 3677.620117
	Iteration 120F: 3 clusters Score -1.020005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -10200050.000000 Penalty: 3677.620117
	Iteration 121Q: 3 clusters Score -1.020005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79553 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -10200057.000000 Penalty: 3677.620117
	Iteration 122Q: 3 clusters Score -1.020006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -10200050.000000 Penalty: 3677.620117
	Iteration 123Q: 3 clusters Score -1.020005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -10200052.000000 Penalty: 3677.620117
	Iteration 124Q: 3 clusters Score -1.020005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -10200052.000000 Penalty: 3677.620117
	Iteration 125Q: 3 clusters Score -1.020005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -10200040.000000 Penalty: 3677.620117
	Iteration 126Q: 3 clusters Score -1.020004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -10200040.000000 Penalty: 3677.620117
	Iteration 127Q: 3 clusters Score -1.020004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -10200044.000000 Penalty: 3677.620117
	Iteration 128Q: 3 clusters Score -1.020004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -10200042.000000 Penalty: 3677.620117
	Iteration 129Q: 3 clusters Score -1.020004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10200039.000000 Penalty: 3677.620117
	Iteration 130Q: 3 clusters Score -1.020004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -10200033.000000 Penalty: 3677.620117
	Iteration 131Q: 3 clusters Score -1.020003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -10200038.000000 Penalty: 3677.620117
	Iteration 132Q: 3 clusters Score -1.020004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -10200047.000000 Penalty: 3677.620117
	Iteration 133Q: 3 clusters Score -1.020005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -10200042.000000 Penalty: 3677.620117
	Iteration 134Q: 3 clusters Score -1.020004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -10200035.000000 Penalty: 3677.620117
	Iteration 135Q: 3 clusters Score -1.020004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -10200025.000000 Penalty: 3677.620117
	Iteration 136Q: 3 clusters Score -1.020002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -10200016.000000 Penalty: 3677.620117
	Iteration 137Q: 3 clusters Score -1.020002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -10200010.000000 Penalty: 3677.620117
	Iteration 138Q: 3 clusters Score -1.020001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79705 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -10200014.000000 Penalty: 3677.620117
	Iteration 139Q: 3 clusters Score -1.020001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -10200013.000000 Penalty: 3677.620117
	Iteration 140F: 3 clusters Score -1.020001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -10199994.000000 Penalty: 3677.620117
	Iteration 141Q: 3 clusters Score -1.019999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -10199988.000000 Penalty: 3677.620117
	Iteration 142Q: 3 clusters Score -1.019999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -10199990.000000 Penalty: 3677.620117
	Iteration 143Q: 3 clusters Score -1.019999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -10199997.000000 Penalty: 3677.620117
	Iteration 144Q: 3 clusters Score -1.02e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -10199989.000000 Penalty: 3677.620117
	Iteration 145Q: 3 clusters Score -1.019999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10199994.000000 Penalty: 3677.620117
	Iteration 146Q: 3 clusters Score -1.019999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10199994.000000 Penalty: 3677.620117
	Iteration 147Q: 3 clusters Score -1.019999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79778 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -10200000.000000 Penalty: 3677.620117
	Iteration 148Q: 3 clusters Score -1.02e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -10200004.000000 Penalty: 3677.620117
	Iteration 149Q: 3 clusters Score -1.02e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79786 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -10200004.000000 Penalty: 3677.620117
	Iteration 150Q: 3 clusters Score -1.02e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -10200005.000000 Penalty: 3677.620117
	Iteration 151Q: 3 clusters Score -1.02e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79790 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -10200007.000000 Penalty: 3677.620117
	Iteration 152Q: 3 clusters Score -1.020001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -10200001.000000 Penalty: 3677.620117
	Iteration 153Q: 3 clusters Score -1.02e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -10199999.000000 Penalty: 3677.620117
	Iteration 154Q: 3 clusters Score -1.02e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -10200001.000000 Penalty: 3677.620117
	Iteration 155Q: 3 clusters Score -1.02e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -10199995.000000 Penalty: 3677.620117
	Iteration 156Q: 3 clusters Score -1.02e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -10199989.000000 Penalty: 3677.620117
	Iteration 157Q: 3 clusters Score -1.019999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -10199989.000000 Penalty: 3677.620117
	Iteration 158F: 3 clusters Score -1.019999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Entering Unmasked Estep 
Score: -1484217.250000 Penalty: 1531.202881
	Iteration 0F: 2 clusters Score -1484217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1475492.875000 Penalty: 3062.405762
	Iteration 0F: 3 clusters Score -1475493 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1478499.125000 Penalty: 3062.405762
	Iteration 1F: 3 clusters Score -1478499 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1478905.250000 Penalty: 3062.405762
	Iteration 2F: 3 clusters Score -1478905 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1479439.375000 Penalty: 3062.405762
	Iteration 3F: 3 clusters Score -1479439 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1480131.750000 Penalty: 3062.405762
	Iteration 4F: 3 clusters Score -1480132 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1481016.000000 Penalty: 3062.405762
	Iteration 5F: 3 clusters Score -1481016 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1481833.375000 Penalty: 3062.405762
	Iteration 6F: 3 clusters Score -1481833 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1482455.750000 Penalty: 3062.405762
	Iteration 7F: 3 clusters Score -1482456 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1482924.125000 Penalty: 3062.405762
	Iteration 8Q: 3 clusters Score -1482924 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1483151.000000 Penalty: 3062.405762
	Iteration 9Q: 3 clusters Score -1483151 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1483231.875000 Penalty: 3062.405762
	Iteration 10Q: 3 clusters Score -1483232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1483273.750000 Penalty: 3062.405762
	Iteration 11Q: 3 clusters Score -1483274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1483295.500000 Penalty: 3062.405762
	Iteration 12Q: 3 clusters Score -1483296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1483321.875000 Penalty: 3062.405762
	Iteration 13Q: 3 clusters Score -1483322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1483341.375000 Penalty: 3062.405762
	Iteration 14Q: 3 clusters Score -1483341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1483352.000000 Penalty: 3062.405762
	Iteration 15Q: 3 clusters Score -1483352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1483362.250000 Penalty: 3062.405762
	Iteration 16Q: 3 clusters Score -1483362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1483372.500000 Penalty: 3062.405762
	Iteration 17Q: 3 clusters Score -1483372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1483381.375000 Penalty: 3062.405762
	Iteration 18Q: 3 clusters Score -1483381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1483383.750000 Penalty: 3062.405762
	Iteration 19Q: 3 clusters Score -1483384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1483385.625000 Penalty: 3062.405762
	Iteration 20F: 3 clusters Score -1483386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1483390.000000 Penalty: 3062.405762
	Iteration 21Q: 3 clusters Score -1483390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1483396.625000 Penalty: 3062.405762
	Iteration 22Q: 3 clusters Score -1483397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1483401.250000 Penalty: 3062.405762
	Iteration 23Q: 3 clusters Score -1483401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1483403.500000 Penalty: 3062.405762
	Iteration 24Q: 3 clusters Score -1483404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1483406.000000 Penalty: 3062.405762
	Iteration 25Q: 3 clusters Score -1483406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1483407.375000 Penalty: 3062.405762
	Iteration 26Q: 3 clusters Score -1483407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1483412.500000 Penalty: 3062.405762
	Iteration 27Q: 3 clusters Score -1483412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1483412.625000 Penalty: 3062.405762
	Iteration 28Q: 3 clusters Score -1483413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1483413.125000 Penalty: 3062.405762
	Iteration 29Q: 3 clusters Score -1483413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1483416.000000 Penalty: 3062.405762
	Iteration 30Q: 3 clusters Score -1483416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1483416.500000 Penalty: 3062.405762
	Iteration 31Q: 3 clusters Score -1483416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1483418.125000 Penalty: 3062.405762
	Iteration 32Q: 3 clusters Score -1483418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1483418.750000 Penalty: 3062.405762
	Iteration 33Q: 3 clusters Score -1483419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1483418.375000 Penalty: 3062.405762
	Iteration 34Q: 3 clusters Score -1483418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1483421.125000 Penalty: 3062.405762
	Iteration 35Q: 3 clusters Score -1483421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1483423.375000 Penalty: 3062.405762
	Iteration 36Q: 3 clusters Score -1483423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1483422.625000 Penalty: 3062.405762
	Iteration 37Q: 3 clusters Score -1483423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1483422.625000 Penalty: 3062.405762
	Iteration 38Q: 3 clusters Score -1483423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1483423.125000 Penalty: 3062.405762
	Iteration 39Q: 3 clusters Score -1483423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1483424.250000 Penalty: 3062.405762
	Iteration 40F: 3 clusters Score -1483424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1483424.500000 Penalty: 3062.405762
	Iteration 41Q: 3 clusters Score -1483424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1483424.500000 Penalty: 3062.405762
	Iteration 42F: 3 clusters Score -1483424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14831.255859 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -14831.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14252.865234 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14252.87 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14524.098633 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14524.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14672.386719 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14672.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14892.626953 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -14892.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15133.012695 Penalty: 1808.469116
	Iteration 4F: 3 clusters Score -15133.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15384.013672 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -15384.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15397.142578 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -15397.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15416.947266 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -15416.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15424.108398 Penalty: 1808.469116
	Iteration 8Q: 3 clusters Score -15424.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15424.108398 Penalty: 1808.469116
	Iteration 9F: 3 clusters Score -15424.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17046 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92809 members 
Mstep: Class 5 contains 30608 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 88632 members 
Mstep: Class 9 contains 82105 members 
Mstep: Class 10 contains 12367 members 
Mstep: Class 11 contains 155 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 43076 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 15 contains 50805 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 12828 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 12436 members 
Mstep: Class 20 contains 3133 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 90107 members 
Mstep: Class 23 contains 84115 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 3161 members 
Mstep: Class 26 contains 5553 members 
Mstep: Class 27 contains 56634 members 
Mstep: Class 28 contains 1220 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9843 members 
Mstep: Class 33 contains 106 members 
Mstep: Class 34 contains 97393 members 
Mstep: Class 35 contains 1459 members 
Entering Unmasked Estep 
Score: -102216096.000000 Penalty: 77592.265625
Splitting cluster 11 changes total score from -102216888.000000 to -102216096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Entering Unmasked Estep 
Score: -946687.437500 Penalty: 1457.798462
	Iteration 0F: 2 clusters Score -946687.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -940864.125000 Penalty: 2915.596924
	Iteration 0F: 3 clusters Score -940864.1 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -942663.812500 Penalty: 2915.596924
	Iteration 1F: 3 clusters Score -942663.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -942919.875000 Penalty: 2915.596924
	Iteration 2F: 3 clusters Score -942919.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -943163.937500 Penalty: 2915.596924
	Iteration 3F: 3 clusters Score -943163.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -943399.125000 Penalty: 2915.596924
	Iteration 4F: 3 clusters Score -943399.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -943619.937500 Penalty: 2915.596924
	Iteration 5Q: 3 clusters Score -943619.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -943837.625000 Penalty: 2915.596924
	Iteration 6Q: 3 clusters Score -943837.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -944058.062500 Penalty: 2915.596924
	Iteration 7Q: 3 clusters Score -944058.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -944285.062500 Penalty: 2915.596924
	Iteration 8Q: 3 clusters Score -944285.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -944473.687500 Penalty: 2915.596924
	Iteration 9Q: 3 clusters Score -944473.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -944648.875000 Penalty: 2915.596924
	Iteration 10Q: 3 clusters Score -944648.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -944798.562500 Penalty: 2915.596924
	Iteration 11Q: 3 clusters Score -944798.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -944948.937500 Penalty: 2915.596924
	Iteration 12Q: 3 clusters Score -944948.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -945052.000000 Penalty: 2915.596924
	Iteration 13Q: 3 clusters Score -945052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -945147.875000 Penalty: 2915.596924
	Iteration 14Q: 3 clusters Score -945147.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -945206.625000 Penalty: 2915.596924
	Iteration 15Q: 3 clusters Score -945206.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -945254.562500 Penalty: 2915.596924
	Iteration 16Q: 3 clusters Score -945254.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -945296.562500 Penalty: 2915.596924
	Iteration 17Q: 3 clusters Score -945296.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -945322.062500 Penalty: 2915.596924
	Iteration 18Q: 3 clusters Score -945322.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -945342.937500 Penalty: 2915.596924
	Iteration 19Q: 3 clusters Score -945342.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -945357.562500 Penalty: 2915.596924
	Iteration 20F: 3 clusters Score -945357.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -945371.062500 Penalty: 2915.596924
	Iteration 21Q: 3 clusters Score -945371.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -945381.937500 Penalty: 2915.596924
	Iteration 22Q: 3 clusters Score -945381.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -945390.750000 Penalty: 2915.596924
	Iteration 23Q: 3 clusters Score -945390.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -945397.500000 Penalty: 2915.596924
	Iteration 24Q: 3 clusters Score -945397.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -945403.375000 Penalty: 2915.596924
	Iteration 25Q: 3 clusters Score -945403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -945405.750000 Penalty: 2915.596924
	Iteration 26Q: 3 clusters Score -945405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -945406.875000 Penalty: 2915.596924
	Iteration 27Q: 3 clusters Score -945406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -945408.812500 Penalty: 2915.596924
	Iteration 28Q: 3 clusters Score -945408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -945411.937500 Penalty: 2915.596924
	Iteration 29Q: 3 clusters Score -945411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -945410.437500 Penalty: 2915.596924
	Iteration 30Q: 3 clusters Score -945410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -945410.625000 Penalty: 2915.596924
	Iteration 31Q: 3 clusters Score -945410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -945411.437500 Penalty: 2915.596924
	Iteration 32Q: 3 clusters Score -945411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -945411.437500 Penalty: 2915.596924
	Iteration 33F: 3 clusters Score -945411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Entering Unmasked Estep 
Score: -5309007.500000 Penalty: 1733.992188
	Iteration 0F: 2 clusters Score -5309008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -5280146.000000 Penalty: 3467.984375
	Iteration 0F: 3 clusters Score -5280146 nChanged 20143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -5291531.000000 Penalty: 3467.984375
	Iteration 1F: 3 clusters Score -5291531 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5292124.500000 Penalty: 3467.984375
	Iteration 2Q: 3 clusters Score -5292124 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -5292921.500000 Penalty: 3467.984375
	Iteration 3Q: 3 clusters Score -5292922 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -5294043.500000 Penalty: 3467.984375
	Iteration 4F: 3 clusters Score -5294044 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5295945.500000 Penalty: 3467.984375
	Iteration 5F: 3 clusters Score -5295946 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -5298701.500000 Penalty: 3467.984375
	Iteration 6F: 3 clusters Score -5298702 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -5301839.000000 Penalty: 3467.984375
	Iteration 7F: 3 clusters Score -5301839 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -5303825.000000 Penalty: 3467.984375
	Iteration 8F: 3 clusters Score -5303825 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -5304742.500000 Penalty: 3467.984375
	Iteration 9Q: 3 clusters Score -5304742 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -5305181.500000 Penalty: 3467.984375
	Iteration 10Q: 3 clusters Score -5305182 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -5305503.000000 Penalty: 3467.984375
	Iteration 11Q: 3 clusters Score -5305503 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -5305751.500000 Penalty: 3467.984375
	Iteration 12Q: 3 clusters Score -5305752 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5305937.500000 Penalty: 3467.984375
	Iteration 13Q: 3 clusters Score -5305938 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -5306104.000000 Penalty: 3467.984375
	Iteration 14Q: 3 clusters Score -5306104 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -5306251.500000 Penalty: 3467.984375
	Iteration 15Q: 3 clusters Score -5306252 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -5306394.500000 Penalty: 3467.984375
	Iteration 16Q: 3 clusters Score -5306394 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -5306493.500000 Penalty: 3467.984375
	Iteration 17Q: 3 clusters Score -5306494 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5306579.500000 Penalty: 3467.984375
	Iteration 18Q: 3 clusters Score -5306580 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -5306663.500000 Penalty: 3467.984375
	Iteration 19Q: 3 clusters Score -5306664 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -5306740.000000 Penalty: 3467.984375
	Iteration 20F: 3 clusters Score -5306740 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -5306803.000000 Penalty: 3467.984375
	Iteration 21Q: 3 clusters Score -5306803 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -5306873.500000 Penalty: 3467.984375
	Iteration 22Q: 3 clusters Score -5306874 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -5306926.500000 Penalty: 3467.984375
	Iteration 23Q: 3 clusters Score -5306926 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -5306990.000000 Penalty: 3467.984375
	Iteration 24Q: 3 clusters Score -5306990 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -5307073.500000 Penalty: 3467.984375
	Iteration 25Q: 3 clusters Score -5307074 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -5307157.000000 Penalty: 3467.984375
	Iteration 26Q: 3 clusters Score -5307157 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -5307212.000000 Penalty: 3467.984375
	Iteration 27Q: 3 clusters Score -5307212 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -5307245.500000 Penalty: 3467.984375
	Iteration 28Q: 3 clusters Score -5307246 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -5307291.000000 Penalty: 3467.984375
	Iteration 29Q: 3 clusters Score -5307291 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -5307341.500000 Penalty: 3467.984375
	Iteration 30Q: 3 clusters Score -5307342 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -5307366.000000 Penalty: 3467.984375
	Iteration 31Q: 3 clusters Score -5307366 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -5307430.000000 Penalty: 3467.984375
	Iteration 32Q: 3 clusters Score -5307430 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -5307470.000000 Penalty: 3467.984375
	Iteration 33Q: 3 clusters Score -5307470 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -5307492.000000 Penalty: 3467.984375
	Iteration 34Q: 3 clusters Score -5307492 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -5307542.500000 Penalty: 3467.984375
	Iteration 35Q: 3 clusters Score -5307542 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -5307576.500000 Penalty: 3467.984375
	Iteration 36Q: 3 clusters Score -5307576 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -5307596.000000 Penalty: 3467.984375
	Iteration 37Q: 3 clusters Score -5307596 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -5307617.000000 Penalty: 3467.984375
	Iteration 38Q: 3 clusters Score -5307617 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -5307640.500000 Penalty: 3467.984375
	Iteration 39Q: 3 clusters Score -5307640 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -5307641.000000 Penalty: 3467.984375
	Iteration 40F: 3 clusters Score -5307641 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -5307654.000000 Penalty: 3467.984375
	Iteration 41Q: 3 clusters Score -5307654 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -5307666.000000 Penalty: 3467.984375
	Iteration 42Q: 3 clusters Score -5307666 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -5307682.500000 Penalty: 3467.984375
	Iteration 43Q: 3 clusters Score -5307682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5307709 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -5307722.500000 Penalty: 3467.984375
	Iteration 45Q: 3 clusters Score -5307722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -5307740.500000 Penalty: 3467.984375
	Iteration 46Q: 3 clusters Score -5307740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -5307739.500000 Penalty: 3467.984375
	Iteration 47Q: 3 clusters Score -5307740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -5307752.500000 Penalty: 3467.984375
	Iteration 48Q: 3 clusters Score -5307752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -5307766.500000 Penalty: 3467.984375
	Iteration 49Q: 3 clusters Score -5307766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -5307773.500000 Penalty: 3467.984375
	Iteration 50Q: 3 clusters Score -5307774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5307771.500000 Penalty: 3467.984375
	Iteration 51Q: 3 clusters Score -5307772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -5307770.000000 Penalty: 3467.984375
	Iteration 52Q: 3 clusters Score -5307770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -5307777.500000 Penalty: 3467.984375
	Iteration 53Q: 3 clusters Score -5307778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5307764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5307781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5307800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5307806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -5307810.500000 Penalty: 3467.984375
	Iteration 58Q: 3 clusters Score -5307810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -5307818.500000 Penalty: 3467.984375
	Iteration 59Q: 3 clusters Score -5307818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5307820.000000 Penalty: 3467.984375
	Iteration 60F: 3 clusters Score -5307820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -5307822.500000 Penalty: 3467.984375
	Iteration 61Q: 3 clusters Score -5307822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -5307825.000000 Penalty: 3467.984375
	Iteration 62Q: 3 clusters Score -5307825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5307826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -5307835.500000 Penalty: 3467.984375
	Iteration 64Q: 3 clusters Score -5307836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5307834.000000 Penalty: 3467.984375
	Iteration 65Q: 3 clusters Score -5307834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -5307841.000000 Penalty: 3467.984375
	Iteration 66Q: 3 clusters Score -5307841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -5307833.000000 Penalty: 3467.984375
	Iteration 67Q: 3 clusters Score -5307833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -5307840.000000 Penalty: 3467.984375
	Iteration 68Q: 3 clusters Score -5307840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5307833.500000 Penalty: 3467.984375
	Iteration 69Q: 3 clusters Score -5307834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -5307837.000000 Penalty: 3467.984375
	Iteration 70Q: 3 clusters Score -5307837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -5307833.500000 Penalty: 3467.984375
	Iteration 71Q: 3 clusters Score -5307834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5307840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5307837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5307836.500000 Penalty: 3467.984375
	Iteration 74Q: 3 clusters Score -5307836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -5307835.000000 Penalty: 3467.984375
	Iteration 75Q: 3 clusters Score -5307835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -5307832.500000 Penalty: 3467.984375
	Iteration 76Q: 3 clusters Score -5307832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -5307840.500000 Penalty: 3467.984375
	Iteration 77Q: 3 clusters Score -5307840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5307846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5307839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -5307831.000000 Penalty: 3467.984375
	Iteration 80F: 3 clusters Score -5307831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5307832.500000 Penalty: 3467.984375
	Iteration 81Q: 3 clusters Score -5307832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -5307836.500000 Penalty: 3467.984375
	Iteration 82Q: 3 clusters Score -5307836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5307839.500000 Penalty: 3467.984375
	Iteration 83Q: 3 clusters Score -5307840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -5307837.000000 Penalty: 3467.984375
	Iteration 84Q: 3 clusters Score -5307837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -5307826.500000 Penalty: 3467.984375
	Iteration 85Q: 3 clusters Score -5307826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -5307832.500000 Penalty: 3467.984375
	Iteration 86Q: 3 clusters Score -5307832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -5307838.000000 Penalty: 3467.984375
	Iteration 87Q: 3 clusters Score -5307838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -5307839.000000 Penalty: 3467.984375
	Iteration 88Q: 3 clusters Score -5307839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -5307845.500000 Penalty: 3467.984375
	Iteration 89Q: 3 clusters Score -5307846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -5307853.500000 Penalty: 3467.984375
	Iteration 90Q: 3 clusters Score -5307854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -5307844.000000 Penalty: 3467.984375
	Iteration 91Q: 3 clusters Score -5307844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -5307846.000000 Penalty: 3467.984375
	Iteration 92Q: 3 clusters Score -5307846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -5307850.500000 Penalty: 3467.984375
	Iteration 93Q: 3 clusters Score -5307850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -5307848.500000 Penalty: 3467.984375
	Iteration 94Q: 3 clusters Score -5307848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -5307850.000000 Penalty: 3467.984375
	Iteration 95Q: 3 clusters Score -5307850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5307852.500000 Penalty: 3467.984375
	Iteration 96Q: 3 clusters Score -5307852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -5307850.000000 Penalty: 3467.984375
	Iteration 97Q: 3 clusters Score -5307850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -5307851.500000 Penalty: 3467.984375
	Iteration 98Q: 3 clusters Score -5307852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -5307852.500000 Penalty: 3467.984375
	Iteration 99Q: 3 clusters Score -5307852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -5307853.500000 Penalty: 3467.984375
	Iteration 100F: 3 clusters Score -5307854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5307859.500000 Penalty: 3467.984375
	Iteration 101Q: 3 clusters Score -5307860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5307861.000000 Penalty: 3467.984375
	Iteration 102Q: 3 clusters Score -5307861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5307856.000000 Penalty: 3467.984375
	Iteration 103Q: 3 clusters Score -5307856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5307866.500000 Penalty: 3467.984375
	Iteration 104Q: 3 clusters Score -5307866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5307875.000000 Penalty: 3467.984375
	Iteration 105Q: 3 clusters Score -5307875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5307876.500000 Penalty: 3467.984375
	Iteration 106Q: 3 clusters Score -5307876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5307872.000000 Penalty: 3467.984375
	Iteration 107Q: 3 clusters Score -5307872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -5307881.000000 Penalty: 3467.984375
	Iteration 108Q: 3 clusters Score -5307881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5307879.000000 Penalty: 3467.984375
	Iteration 109Q: 3 clusters Score -5307879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -5307880.000000 Penalty: 3467.984375
	Iteration 110Q: 3 clusters Score -5307880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -5307883.000000 Penalty: 3467.984375
	Iteration 111Q: 3 clusters Score -5307883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -5307875.000000 Penalty: 3467.984375
	Iteration 112Q: 3 clusters Score -5307875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -5307874.000000 Penalty: 3467.984375
	Iteration 113Q: 3 clusters Score -5307874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5307882.500000 Penalty: 3467.984375
	Iteration 114Q: 3 clusters Score -5307882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -5307890.500000 Penalty: 3467.984375
	Iteration 115Q: 3 clusters Score -5307890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5307890.000000 Penalty: 3467.984375
	Iteration 116Q: 3 clusters Score -5307890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -5307884.500000 Penalty: 3467.984375
	Iteration 117Q: 3 clusters Score -5307884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -5307884.500000 Penalty: 3467.984375
	Iteration 118Q: 3 clusters Score -5307884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5307883.500000 Penalty: 3467.984375
	Iteration 119Q: 3 clusters Score -5307884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5307884.000000 Penalty: 3467.984375
	Iteration 120F: 3 clusters Score -5307884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -5307881.000000 Penalty: 3467.984375
	Iteration 121Q: 3 clusters Score -5307881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -5307882.000000 Penalty: 3467.984375
	Iteration 122Q: 3 clusters Score -5307882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -5307876.500000 Penalty: 3467.984375
	Iteration 123Q: 3 clusters Score -5307876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -5307878.000000 Penalty: 3467.984375
	Iteration 124Q: 3 clusters Score -5307878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -5307873.500000 Penalty: 3467.984375
	Iteration 125Q: 3 clusters Score -5307874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -5307881.500000 Penalty: 3467.984375
	Iteration 126Q: 3 clusters Score -5307882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -5307876.000000 Penalty: 3467.984375
	Iteration 127Q: 3 clusters Score -5307876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -5307885.000000 Penalty: 3467.984375
	Iteration 128Q: 3 clusters Score -5307885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -5307880.500000 Penalty: 3467.984375
	Iteration 129Q: 3 clusters Score -5307880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -5307879.500000 Penalty: 3467.984375
	Iteration 130Q: 3 clusters Score -5307880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -5307882.500000 Penalty: 3467.984375
	Iteration 131Q: 3 clusters Score -5307882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -5307879.500000 Penalty: 3467.984375
	Iteration 132Q: 3 clusters Score -5307880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -5307874.000000 Penalty: 3467.984375
	Iteration 133Q: 3 clusters Score -5307874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -5307877.500000 Penalty: 3467.984375
	Iteration 134Q: 3 clusters Score -5307878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -5307877.500000 Penalty: 3467.984375
	Iteration 135F: 3 clusters Score -5307878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Entering Unmasked Estep 
Score: -2151835.250000 Penalty: 1588.940308
	Iteration 0F: 2 clusters Score -2151835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2139666.000000 Penalty: 3177.880615
	Iteration 0F: 3 clusters Score -2139666 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2143913.500000 Penalty: 3177.880615
	Iteration 1F: 3 clusters Score -2143914 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2144198.750000 Penalty: 3177.880615
	Iteration 2Q: 3 clusters Score -2144199 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2144431.000000 Penalty: 3177.880615
	Iteration 3Q: 3 clusters Score -2144431 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2144644.750000 Penalty: 3177.880615
	Iteration 4Q: 3 clusters Score -2144645 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2144885.500000 Penalty: 3177.880615
	Iteration 5Q: 3 clusters Score -2144886 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2145170.250000 Penalty: 3177.880615
	Iteration 6Q: 3 clusters Score -2145170 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2145560.500000 Penalty: 3177.880615
	Iteration 7Q: 3 clusters Score -2145560 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2146080.750000 Penalty: 3177.880615
	Iteration 8F: 3 clusters Score -2146081 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2146839.000000 Penalty: 3177.880615
	Iteration 9F: 3 clusters Score -2146839 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2147811.250000 Penalty: 3177.880615
	Iteration 10F: 3 clusters Score -2147811 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2148759.250000 Penalty: 3177.880615
	Iteration 11F: 3 clusters Score -2148759 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2149484.250000 Penalty: 3177.880615
	Iteration 12Q: 3 clusters Score -2149484 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2149919.750000 Penalty: 3177.880615
	Iteration 13Q: 3 clusters Score -2149920 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2150143.750000 Penalty: 3177.880615
	Iteration 14Q: 3 clusters Score -2150144 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2150267.000000 Penalty: 3177.880615
	Iteration 15Q: 3 clusters Score -2150267 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2150336.500000 Penalty: 3177.880615
	Iteration 16Q: 3 clusters Score -2150336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2150374.250000 Penalty: 3177.880615
	Iteration 17Q: 3 clusters Score -2150374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2150391.250000 Penalty: 3177.880615
	Iteration 18Q: 3 clusters Score -2150391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2150403.500000 Penalty: 3177.880615
	Iteration 19Q: 3 clusters Score -2150404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2150403.000000 Penalty: 3177.880615
	Iteration 20F: 3 clusters Score -2150403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2150403.750000 Penalty: 3177.880615
	Iteration 21Q: 3 clusters Score -2150404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2150404.500000 Penalty: 3177.880615
	Iteration 22Q: 3 clusters Score -2150404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2150405.500000 Penalty: 3177.880615
	Iteration 23Q: 3 clusters Score -2150406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2150405.500000 Penalty: 3177.880615
	Iteration 24F: 3 clusters Score -2150406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Entering Unmasked Estep 
Score: -6404553.500000 Penalty: 1760.809326
	Iteration 0F: 2 clusters Score -6404554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -6371092.000000 Penalty: 3521.618652
	Iteration 0F: 3 clusters Score -6371092 nChanged 23900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -6384548.000000 Penalty: 3521.618652
	Iteration 1F: 3 clusters Score -6384548 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -6385256.500000 Penalty: 3521.618652
	Iteration 2Q: 3 clusters Score -6385256 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -6386374.500000 Penalty: 3521.618652
	Iteration 3F: 3 clusters Score -6386374 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -6388330.500000 Penalty: 3521.618652
	Iteration 4F: 3 clusters Score -6388330 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -6391422.000000 Penalty: 3521.618652
	Iteration 5F: 3 clusters Score -6391422 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -6395630.500000 Penalty: 3521.618652
	Iteration 6F: 3 clusters Score -6395630 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -6399582.500000 Penalty: 3521.618652
	Iteration 7F: 3 clusters Score -6399582 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -6401754.500000 Penalty: 3521.618652
	Iteration 8Q: 3 clusters Score -6401754 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -6402594.000000 Penalty: 3521.618652
	Iteration 9Q: 3 clusters Score -6402594 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -6402844.500000 Penalty: 3521.618652
	Iteration 10Q: 3 clusters Score -6402844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -6402937.500000 Penalty: 3521.618652
	Iteration 11Q: 3 clusters Score -6402938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -6402958.000000 Penalty: 3521.618652
	Iteration 12Q: 3 clusters Score -6402958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -6402977.000000 Penalty: 3521.618652
	Iteration 13Q: 3 clusters Score -6402977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -6402989.000000 Penalty: 3521.618652
	Iteration 14Q: 3 clusters Score -6402989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -6403002.000000 Penalty: 3521.618652
	Iteration 15Q: 3 clusters Score -6403002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -6403010.500000 Penalty: 3521.618652
	Iteration 16Q: 3 clusters Score -6403010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -6403021.000000 Penalty: 3521.618652
	Iteration 17Q: 3 clusters Score -6403021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -6403024.500000 Penalty: 3521.618652
	Iteration 18Q: 3 clusters Score -6403024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -6403029.000000 Penalty: 3521.618652
	Iteration 19Q: 3 clusters Score -6403029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -6403027.000000 Penalty: 3521.618652
	Iteration 20F: 3 clusters Score -6403027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -6403033.500000 Penalty: 3521.618652
	Iteration 21Q: 3 clusters Score -6403034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -6403033.500000 Penalty: 3521.618652
	Iteration 22F: 3 clusters Score -6403034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -158239.046875 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -158239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -156586.359375 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -156586.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -157030.656250 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -157030.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -157236.359375 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -157236.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -157386.328125 Penalty: 2359.441406
	Iteration 3F: 3 clusters Score -157386.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -157523.500000 Penalty: 2359.441406
	Iteration 4F: 3 clusters Score -157523.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -157634.875000 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -157634.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -157706.140625 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -157706.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -157736.562500 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -157736.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -157764.687500 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -157764.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -157777.156250 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -157777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -157787.578125 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -157787.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -157790.109375 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -157790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -157792.984375 Penalty: 2359.441406
	Iteration 12Q: 3 clusters Score -157793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -157796.843750 Penalty: 2359.441406
	Iteration 13Q: 3 clusters Score -157796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -157800.984375 Penalty: 2359.441406
	Iteration 14Q: 3 clusters Score -157801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -157805.140625 Penalty: 2359.441406
	Iteration 15Q: 3 clusters Score -157805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -157806.578125 Penalty: 2359.441406
	Iteration 16Q: 3 clusters Score -157806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -157807.703125 Penalty: 2359.441406
	Iteration 17Q: 3 clusters Score -157807.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -157811.484375 Penalty: 2359.441406
	Iteration 18Q: 3 clusters Score -157811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -157811.953125 Penalty: 2359.441406
	Iteration 19Q: 3 clusters Score -157812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -157811.953125 Penalty: 2359.441406
	Iteration 20F: 3 clusters Score -157812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Entering Unmasked Estep 
Score: -1556907.125000 Penalty: 1537.150146
	Iteration 0F: 2 clusters Score -1556907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1547818.625000 Penalty: 3074.300293
	Iteration 0F: 3 clusters Score -1547819 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1550926.375000 Penalty: 3074.300293
	Iteration 1F: 3 clusters Score -1550926 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1551197.500000 Penalty: 3074.300293
	Iteration 2F: 3 clusters Score -1551198 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1551432.125000 Penalty: 3074.300293
	Iteration 3Q: 3 clusters Score -1551432 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1551679.500000 Penalty: 3074.300293
	Iteration 4Q: 3 clusters Score -1551680 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1551973.750000 Penalty: 3074.300293
	Iteration 5Q: 3 clusters Score -1551974 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1552300.125000 Penalty: 3074.300293
	Iteration 6Q: 3 clusters Score -1552300 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1552680.500000 Penalty: 3074.300293
	Iteration 7F: 3 clusters Score -1552680 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1553203.000000 Penalty: 3074.300293
	Iteration 8F: 3 clusters Score -1553203 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1553781.375000 Penalty: 3074.300293
	Iteration 9F: 3 clusters Score -1553781 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1554240.375000 Penalty: 3074.300293
	Iteration 10Q: 3 clusters Score -1554240 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1554667.125000 Penalty: 3074.300293
	Iteration 11Q: 3 clusters Score -1554667 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1554961.000000 Penalty: 3074.300293
	Iteration 12Q: 3 clusters Score -1554961 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1555142.125000 Penalty: 3074.300293
	Iteration 13Q: 3 clusters Score -1555142 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1555269.625000 Penalty: 3074.300293
	Iteration 14Q: 3 clusters Score -1555270 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1555352.375000 Penalty: 3074.300293
	Iteration 15Q: 3 clusters Score -1555352 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1555421.375000 Penalty: 3074.300293
	Iteration 16Q: 3 clusters Score -1555421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1555456.625000 Penalty: 3074.300293
	Iteration 17Q: 3 clusters Score -1555457 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1555490.750000 Penalty: 3074.300293
	Iteration 18Q: 3 clusters Score -1555491 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1555512.750000 Penalty: 3074.300293
	Iteration 19Q: 3 clusters Score -1555513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1555525.250000 Penalty: 3074.300293
	Iteration 20F: 3 clusters Score -1555525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1555540.125000 Penalty: 3074.300293
	Iteration 21Q: 3 clusters Score -1555540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1555556.750000 Penalty: 3074.300293
	Iteration 22Q: 3 clusters Score -1555557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1555566.375000 Penalty: 3074.300293
	Iteration 23Q: 3 clusters Score -1555566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1555579.625000 Penalty: 3074.300293
	Iteration 24Q: 3 clusters Score -1555580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1555581.875000 Penalty: 3074.300293
	Iteration 25Q: 3 clusters Score -1555582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1555583.750000 Penalty: 3074.300293
	Iteration 26Q: 3 clusters Score -1555584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1555596.625000 Penalty: 3074.300293
	Iteration 27Q: 3 clusters Score -1555597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1555602.625000 Penalty: 3074.300293
	Iteration 28Q: 3 clusters Score -1555603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1555608.375000 Penalty: 3074.300293
	Iteration 29Q: 3 clusters Score -1555608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1555618.000000 Penalty: 3074.300293
	Iteration 30Q: 3 clusters Score -1555618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1555627.875000 Penalty: 3074.300293
	Iteration 31Q: 3 clusters Score -1555628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1555633.250000 Penalty: 3074.300293
	Iteration 32Q: 3 clusters Score -1555633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1555639.500000 Penalty: 3074.300293
	Iteration 33Q: 3 clusters Score -1555640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1555646.250000 Penalty: 3074.300293
	Iteration 34Q: 3 clusters Score -1555646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1555651.750000 Penalty: 3074.300293
	Iteration 35Q: 3 clusters Score -1555652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1555659.750000 Penalty: 3074.300293
	Iteration 36Q: 3 clusters Score -1555660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1555660.375000 Penalty: 3074.300293
	Iteration 37Q: 3 clusters Score -1555660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1555665.250000 Penalty: 3074.300293
	Iteration 38Q: 3 clusters Score -1555665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1555670.500000 Penalty: 3074.300293
	Iteration 39Q: 3 clusters Score -1555670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1555674.125000 Penalty: 3074.300293
	Iteration 40F: 3 clusters Score -1555674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1555675.875000 Penalty: 3074.300293
	Iteration 41Q: 3 clusters Score -1555676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1555678.000000 Penalty: 3074.300293
	Iteration 42Q: 3 clusters Score -1555678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1555683.125000 Penalty: 3074.300293
	Iteration 43Q: 3 clusters Score -1555683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1555684.750000 Penalty: 3074.300293
	Iteration 44Q: 3 clusters Score -1555685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1555688.250000 Penalty: 3074.300293
	Iteration 45Q: 3 clusters Score -1555688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1555688.375000 Penalty: 3074.300293
	Iteration 46Q: 3 clusters Score -1555688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1555691.625000 Penalty: 3074.300293
	Iteration 47Q: 3 clusters Score -1555692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1555692.500000 Penalty: 3074.300293
	Iteration 48Q: 3 clusters Score -1555692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1555696.625000 Penalty: 3074.300293
	Iteration 49Q: 3 clusters Score -1555697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1555699.250000 Penalty: 3074.300293
	Iteration 50Q: 3 clusters Score -1555699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1555700.750000 Penalty: 3074.300293
	Iteration 51Q: 3 clusters Score -1555701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1555703.375000 Penalty: 3074.300293
	Iteration 52Q: 3 clusters Score -1555703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1555705.000000 Penalty: 3074.300293
	Iteration 53Q: 3 clusters Score -1555705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1555707.375000 Penalty: 3074.300293
	Iteration 54Q: 3 clusters Score -1555707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1555707.875000 Penalty: 3074.300293
	Iteration 55Q: 3 clusters Score -1555708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1555706.250000 Penalty: 3074.300293
	Iteration 56Q: 3 clusters Score -1555706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1555708.500000 Penalty: 3074.300293
	Iteration 57Q: 3 clusters Score -1555708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1555707.625000 Penalty: 3074.300293
	Iteration 58Q: 3 clusters Score -1555708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1555707.250000 Penalty: 3074.300293
	Iteration 59Q: 3 clusters Score -1555707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1555707.875000 Penalty: 3074.300293
	Iteration 60F: 3 clusters Score -1555708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -205841.718750 Penalty: 1217.664062
	Iteration 0F: 2 clusters Score -205841.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -203920.062500 Penalty: 2435.328125
	Iteration 0F: 3 clusters Score -203920.1 nChanged 626
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: -204336.609375 Penalty: 2435.328125
	Iteration 1F: 3 clusters Score -204336.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -204482.812500 Penalty: 2435.328125
	Iteration 2F: 3 clusters Score -204482.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -204594.546875 Penalty: 2435.328125
	Iteration 3F: 3 clusters Score -204594.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -204685.531250 Penalty: 2435.328125
	Iteration 4Q: 3 clusters Score -204685.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -204780.953125 Penalty: 2435.328125
	Iteration 5Q: 3 clusters Score -204781 nChanged 74
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: -204869.750000 Penalty: 2435.328125
	Iteration 6Q: 3 clusters Score -204869.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -204977.390625 Penalty: 2435.328125
	Iteration 7F: 3 clusters Score -204977.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -205085.500000 Penalty: 2435.328125
	Iteration 8F: 3 clusters Score -205085.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -205196.937500 Penalty: 2435.328125
	Iteration 9F: 3 clusters Score -205196.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -205284.531250 Penalty: 2435.328125
	Iteration 10Q: 3 clusters Score -205284.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -205338.406250 Penalty: 2435.328125
	Iteration 11Q: 3 clusters Score -205338.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -205391.093750 Penalty: 2435.328125
	Iteration 12Q: 3 clusters Score -205391.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -205423.046875 Penalty: 2435.328125
	Iteration 13Q: 3 clusters Score -205423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -205439.609375 Penalty: 2435.328125
	Iteration 14Q: 3 clusters Score -205439.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -205447.203125 Penalty: 2435.328125
	Iteration 15Q: 3 clusters Score -205447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -205452.953125 Penalty: 2435.328125
	Iteration 16Q: 3 clusters Score -205453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -205459.578125 Penalty: 2435.328125
	Iteration 17Q: 3 clusters Score -205459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -205462.687500 Penalty: 2435.328125
	Iteration 18Q: 3 clusters Score -205462.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -205465.000000 Penalty: 2435.328125
	Iteration 19Q: 3 clusters Score -205465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -205467.265625 Penalty: 2435.328125
	Iteration 20F: 3 clusters Score -205467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -205469.140625 Penalty: 2435.328125
	Iteration 21Q: 3 clusters Score -205469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -205470.093750 Penalty: 2435.328125
	Iteration 22Q: 3 clusters Score -205470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -205470.453125 Penalty: 2435.328125
	Iteration 23Q: 3 clusters Score -205470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -205470.921875 Penalty: 2435.328125
	Iteration 24Q: 3 clusters Score -205470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -205471.421875 Penalty: 2435.328125
	Iteration 25Q: 3 clusters Score -205471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -205471.437500 Penalty: 2435.328125
	Iteration 26Q: 3 clusters Score -205471.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -205471.437500 Penalty: 2435.328125
	Iteration 27F: 3 clusters Score -205471.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Entering Unmasked Estep 
Score: -1605264.750000 Penalty: 1532.106934
	Iteration 0F: 2 clusters Score -1605265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1596548.125000 Penalty: 3064.213867
	Iteration 0F: 3 clusters Score -1596548 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1599473.375000 Penalty: 3064.213867
	Iteration 1F: 3 clusters Score -1599473 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1599669.750000 Penalty: 3064.213867
	Iteration 2Q: 3 clusters Score -1599670 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1599833.000000 Penalty: 3064.213867
	Iteration 3Q: 3 clusters Score -1599833 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1599963.875000 Penalty: 3064.213867
	Iteration 4Q: 3 clusters Score -1599964 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1600075.750000 Penalty: 3064.213867
	Iteration 5Q: 3 clusters Score -1600076 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1600173.875000 Penalty: 3064.213867
	Iteration 6Q: 3 clusters Score -1600174 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1600269.500000 Penalty: 3064.213867
	Iteration 7Q: 3 clusters Score -1600270 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1600349.500000 Penalty: 3064.213867
	Iteration 8Q: 3 clusters Score -1600350 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1600427.500000 Penalty: 3064.213867
	Iteration 9Q: 3 clusters Score -1600428 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1600529.750000 Penalty: 3064.213867
	Iteration 10Q: 3 clusters Score -1600530 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1600647.000000 Penalty: 3064.213867
	Iteration 11Q: 3 clusters Score -1600647 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1600818.125000 Penalty: 3064.213867
	Iteration 12Q: 3 clusters Score -1600818 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1601075.125000 Penalty: 3064.213867
	Iteration 13Q: 3 clusters Score -1601075 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1601418.625000 Penalty: 3064.213867
	Iteration 14Q: 3 clusters Score -1601419 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1601799.500000 Penalty: 3064.213867
	Iteration 15Q: 3 clusters Score -1601800 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1602150.500000 Penalty: 3064.213867
	Iteration 16Q: 3 clusters Score -1602150 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1602475.375000 Penalty: 3064.213867
	Iteration 17Q: 3 clusters Score -1602475 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1602789.375000 Penalty: 3064.213867
	Iteration 18Q: 3 clusters Score -1602789 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1603043.750000 Penalty: 3064.213867
	Iteration 19Q: 3 clusters Score -1603044 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1603220.625000 Penalty: 3064.213867
	Iteration 20F: 3 clusters Score -1603221 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1603370.750000 Penalty: 3064.213867
	Iteration 21Q: 3 clusters Score -1603371 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1603462.625000 Penalty: 3064.213867
	Iteration 22Q: 3 clusters Score -1603463 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1603553.875000 Penalty: 3064.213867
	Iteration 23Q: 3 clusters Score -1603554 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1603636.125000 Penalty: 3064.213867
	Iteration 24Q: 3 clusters Score -1603636 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1603683.375000 Penalty: 3064.213867
	Iteration 25Q: 3 clusters Score -1603683 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1603720.625000 Penalty: 3064.213867
	Iteration 26Q: 3 clusters Score -1603721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1603734.875000 Penalty: 3064.213867
	Iteration 27Q: 3 clusters Score -1603735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1603753.125000 Penalty: 3064.213867
	Iteration 28Q: 3 clusters Score -1603753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1603766.250000 Penalty: 3064.213867
	Iteration 29Q: 3 clusters Score -1603766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1603779.000000 Penalty: 3064.213867
	Iteration 30Q: 3 clusters Score -1603779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1603805.375000 Penalty: 3064.213867
	Iteration 31Q: 3 clusters Score -1603805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1603820.625000 Penalty: 3064.213867
	Iteration 32Q: 3 clusters Score -1603821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1603836.500000 Penalty: 3064.213867
	Iteration 33Q: 3 clusters Score -1603836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1603849.250000 Penalty: 3064.213867
	Iteration 34Q: 3 clusters Score -1603849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1603860.000000 Penalty: 3064.213867
	Iteration 35Q: 3 clusters Score -1603860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1603868.625000 Penalty: 3064.213867
	Iteration 36Q: 3 clusters Score -1603869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1603878.875000 Penalty: 3064.213867
	Iteration 37Q: 3 clusters Score -1603879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1603883.625000 Penalty: 3064.213867
	Iteration 38Q: 3 clusters Score -1603884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1603887.375000 Penalty: 3064.213867
	Iteration 39Q: 3 clusters Score -1603887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1603889.500000 Penalty: 3064.213867
	Iteration 40F: 3 clusters Score -1603890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1603890.750000 Penalty: 3064.213867
	Iteration 41Q: 3 clusters Score -1603891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1603891.375000 Penalty: 3064.213867
	Iteration 42Q: 3 clusters Score -1603891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1603893.375000 Penalty: 3064.213867
	Iteration 43Q: 3 clusters Score -1603893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1603893.625000 Penalty: 3064.213867
	Iteration 44Q: 3 clusters Score -1603894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1603895.750000 Penalty: 3064.213867
	Iteration 45Q: 3 clusters Score -1603896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1603897.625000 Penalty: 3064.213867
	Iteration 46Q: 3 clusters Score -1603898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1603899.375000 Penalty: 3064.213867
	Iteration 47Q: 3 clusters Score -1603899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1603903.125000 Penalty: 3064.213867
	Iteration 48Q: 3 clusters Score -1603903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1603908.000000 Penalty: 3064.213867
	Iteration 49Q: 3 clusters Score -1603908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1603909.750000 Penalty: 3064.213867
	Iteration 50Q: 3 clusters Score -1603910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1603910.250000 Penalty: 3064.213867
	Iteration 51Q: 3 clusters Score -1603910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1603912.000000 Penalty: 3064.213867
	Iteration 52Q: 3 clusters Score -1603912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1603911.750000 Penalty: 3064.213867
	Iteration 53Q: 3 clusters Score -1603912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1603914.750000 Penalty: 3064.213867
	Iteration 54Q: 3 clusters Score -1603915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1603917.000000 Penalty: 3064.213867
	Iteration 55Q: 3 clusters Score -1603917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1603917.000000 Penalty: 3064.213867
	Iteration 56F: 3 clusters Score -1603917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Entering Unmasked Estep 
Score: -372243.312500 Penalty: 1308.083862
	Iteration 0F: 2 clusters Score -372243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -369447.843750 Penalty: 2616.167725
	Iteration 0F: 3 clusters Score -369447.8 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -370141.031250 Penalty: 2616.167725
	Iteration 1F: 3 clusters Score -370141 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -370337.593750 Penalty: 2616.167725
	Iteration 2F: 3 clusters Score -370337.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -370503.187500 Penalty: 2616.167725
	Iteration 3F: 3 clusters Score -370503.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -370632.968750 Penalty: 2616.167725
	Iteration 4F: 3 clusters Score -370633 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -370714.593750 Penalty: 2616.167725
	Iteration 5Q: 3 clusters Score -370714.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -370786.875000 Penalty: 2616.167725
	Iteration 6Q: 3 clusters Score -370786.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -370851.875000 Penalty: 2616.167725
	Iteration 7Q: 3 clusters Score -370851.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -370902.875000 Penalty: 2616.167725
	Iteration 8Q: 3 clusters Score -370902.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -370950.062500 Penalty: 2616.167725
	Iteration 9Q: 3 clusters Score -370950.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -370993.937500 Penalty: 2616.167725
	Iteration 10Q: 3 clusters Score -370993.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -371032.656250 Penalty: 2616.167725
	Iteration 11Q: 3 clusters Score -371032.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -371063.156250 Penalty: 2616.167725
	Iteration 12Q: 3 clusters Score -371063.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -371091.500000 Penalty: 2616.167725
	Iteration 13Q: 3 clusters Score -371091.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -371119.750000 Penalty: 2616.167725
	Iteration 14Q: 3 clusters Score -371119.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -371138.156250 Penalty: 2616.167725
	Iteration 15Q: 3 clusters Score -371138.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -371151.843750 Penalty: 2616.167725
	Iteration 16Q: 3 clusters Score -371151.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -371164.562500 Penalty: 2616.167725
	Iteration 17Q: 3 clusters Score -371164.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -371178.312500 Penalty: 2616.167725
	Iteration 18Q: 3 clusters Score -371178.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -371192.031250 Penalty: 2616.167725
	Iteration 19Q: 3 clusters Score -371192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -371203.718750 Penalty: 2616.167725
	Iteration 20F: 3 clusters Score -371203.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -371216.312500 Penalty: 2616.167725
	Iteration 21Q: 3 clusters Score -371216.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -371222.250000 Penalty: 2616.167725
	Iteration 22Q: 3 clusters Score -371222.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -371225.843750 Penalty: 2616.167725
	Iteration 23Q: 3 clusters Score -371225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -371228.781250 Penalty: 2616.167725
	Iteration 24Q: 3 clusters Score -371228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -371233.218750 Penalty: 2616.167725
	Iteration 25Q: 3 clusters Score -371233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -371239.000000 Penalty: 2616.167725
	Iteration 26Q: 3 clusters Score -371239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -371242.531250 Penalty: 2616.167725
	Iteration 27Q: 3 clusters Score -371242.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -371250.312500 Penalty: 2616.167725
	Iteration 28Q: 3 clusters Score -371250.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -371257.031250 Penalty: 2616.167725
	Iteration 29Q: 3 clusters Score -371257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -371259.437500 Penalty: 2616.167725
	Iteration 30Q: 3 clusters Score -371259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -371260.718750 Penalty: 2616.167725
	Iteration 31Q: 3 clusters Score -371260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -371261.968750 Penalty: 2616.167725
	Iteration 32Q: 3 clusters Score -371262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -371263.937500 Penalty: 2616.167725
	Iteration 33Q: 3 clusters Score -371263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -371265.968750 Penalty: 2616.167725
	Iteration 34Q: 3 clusters Score -371266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -371268.250000 Penalty: 2616.167725
	Iteration 35Q: 3 clusters Score -371268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -371268.062500 Penalty: 2616.167725
	Iteration 36Q: 3 clusters Score -371268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -371268.625000 Penalty: 2616.167725
	Iteration 37Q: 3 clusters Score -371268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -371269.562500 Penalty: 2616.167725
	Iteration 38Q: 3 clusters Score -371269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -371269.562500 Penalty: 2616.167725
	Iteration 39F: 3 clusters Score -371269.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Entering Unmasked Estep 
Score: -646034.250000 Penalty: 1393.818848
	Iteration 0F: 2 clusters Score -646034.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -641814.500000 Penalty: 2787.637695
	Iteration 0F: 3 clusters Score -641814.5 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -643018.875000 Penalty: 2787.637695
	Iteration 1F: 3 clusters Score -643018.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -643240.312500 Penalty: 2787.637695
	Iteration 2F: 3 clusters Score -643240.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -643437.375000 Penalty: 2787.637695
	Iteration 3F: 3 clusters Score -643437.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -643629.250000 Penalty: 2787.637695
	Iteration 4F: 3 clusters Score -643629.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -643808.250000 Penalty: 2787.637695
	Iteration 5F: 3 clusters Score -643808.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -643959.375000 Penalty: 2787.637695
	Iteration 6Q: 3 clusters Score -643959.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -644062.062500 Penalty: 2787.637695
	Iteration 7Q: 3 clusters Score -644062.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -644159.812500 Penalty: 2787.637695
	Iteration 8Q: 3 clusters Score -644159.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -644238.687500 Penalty: 2787.637695
	Iteration 9Q: 3 clusters Score -644238.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -644296.625000 Penalty: 2787.637695
	Iteration 10Q: 3 clusters Score -644296.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -644336.375000 Penalty: 2787.637695
	Iteration 11Q: 3 clusters Score -644336.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -644384.500000 Penalty: 2787.637695
	Iteration 12Q: 3 clusters Score -644384.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -644438.750000 Penalty: 2787.637695
	Iteration 13Q: 3 clusters Score -644438.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -644496.875000 Penalty: 2787.637695
	Iteration 14Q: 3 clusters Score -644496.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -644579.500000 Penalty: 2787.637695
	Iteration 15Q: 3 clusters Score -644579.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -644670.500000 Penalty: 2787.637695
	Iteration 16Q: 3 clusters Score -644670.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -644749.250000 Penalty: 2787.637695
	Iteration 17Q: 3 clusters Score -644749.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -644813.687500 Penalty: 2787.637695
	Iteration 18Q: 3 clusters Score -644813.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -644878.375000 Penalty: 2787.637695
	Iteration 19Q: 3 clusters Score -644878.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -644945.750000 Penalty: 2787.637695
	Iteration 20F: 3 clusters Score -644945.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -645000.562500 Penalty: 2787.637695
	Iteration 21Q: 3 clusters Score -645000.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -645031.375000 Penalty: 2787.637695
	Iteration 22Q: 3 clusters Score -645031.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -645045.625000 Penalty: 2787.637695
	Iteration 23Q: 3 clusters Score -645045.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -645058.000000 Penalty: 2787.637695
	Iteration 24Q: 3 clusters Score -645058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -645069.500000 Penalty: 2787.637695
	Iteration 25Q: 3 clusters Score -645069.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -645074.125000 Penalty: 2787.637695
	Iteration 26Q: 3 clusters Score -645074.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -645078.500000 Penalty: 2787.637695
	Iteration 27Q: 3 clusters Score -645078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -645079.375000 Penalty: 2787.637695
	Iteration 28Q: 3 clusters Score -645079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -645080.687500 Penalty: 2787.637695
	Iteration 29Q: 3 clusters Score -645080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -645080.812500 Penalty: 2787.637695
	Iteration 30Q: 3 clusters Score -645080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -645081.312500 Penalty: 2787.637695
	Iteration 31Q: 3 clusters Score -645081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -645081.750000 Penalty: 2787.637695
	Iteration 32Q: 3 clusters Score -645081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -645081.750000 Penalty: 2787.637695
	Iteration 33Q: 3 clusters Score -645081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -645084.375000 Penalty: 2787.637695
	Iteration 34Q: 3 clusters Score -645084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -645083.375000 Penalty: 2787.637695
	Iteration 35Q: 3 clusters Score -645083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -645083.812500 Penalty: 2787.637695
	Iteration 36Q: 3 clusters Score -645083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -645083.812500 Penalty: 2787.637695
	Iteration 37F: 3 clusters Score -645083.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Entering Unmasked Estep 
Score: -11277112.000000 Penalty: 1853.922485
	Iteration 0F: 2 clusters Score -1.127711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -11220900.000000 Penalty: 3707.844971
	Iteration 0F: 3 clusters Score -1.12209e+07 nChanged 42985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -11245648.000000 Penalty: 3707.844971
	Iteration 1F: 3 clusters Score -1.124565e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -11246739.000000 Penalty: 3707.844971
	Iteration 2Q: 3 clusters Score -1.124674e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -11248531.000000 Penalty: 3707.844971
	Iteration 3Q: 3 clusters Score -1.124853e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -11251839.000000 Penalty: 3707.844971
	Iteration 4F: 3 clusters Score -1.125184e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -11256981.000000 Penalty: 3707.844971
	Iteration 5F: 3 clusters Score -1.125698e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -11263596.000000 Penalty: 3707.844971
	Iteration 6F: 3 clusters Score -1.12636e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -11269700.000000 Penalty: 3707.844971
	Iteration 7F: 3 clusters Score -1.12697e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -11272914.000000 Penalty: 3707.844971
	Iteration 8Q: 3 clusters Score -1.127291e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -11274079.000000 Penalty: 3707.844971
	Iteration 9Q: 3 clusters Score -1.127408e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -11274615.000000 Penalty: 3707.844971
	Iteration 10Q: 3 clusters Score -1.127462e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -11274999.000000 Penalty: 3707.844971
	Iteration 11Q: 3 clusters Score -1.1275e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -11275255.000000 Penalty: 3707.844971
	Iteration 12Q: 3 clusters Score -1.127526e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -11275400.000000 Penalty: 3707.844971
	Iteration 13Q: 3 clusters Score -1.12754e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -11275502.000000 Penalty: 3707.844971
	Iteration 14Q: 3 clusters Score -1.12755e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -11275542.000000 Penalty: 3707.844971
	Iteration 15Q: 3 clusters Score -1.127554e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -11275573.000000 Penalty: 3707.844971
	Iteration 16Q: 3 clusters Score -1.127557e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -11275594.000000 Penalty: 3707.844971
	Iteration 17Q: 3 clusters Score -1.127559e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -11275620.000000 Penalty: 3707.844971
	Iteration 18Q: 3 clusters Score -1.127562e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -11275624.000000 Penalty: 3707.844971
	Iteration 19Q: 3 clusters Score -1.127562e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -11275671.000000 Penalty: 3707.844971
	Iteration 20F: 3 clusters Score -1.127567e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -11275713.000000 Penalty: 3707.844971
	Iteration 21Q: 3 clusters Score -1.127571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -11275715.000000 Penalty: 3707.844971
	Iteration 22Q: 3 clusters Score -1.127572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -11275706.000000 Penalty: 3707.844971
	Iteration 23Q: 3 clusters Score -1.127571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -11275717.000000 Penalty: 3707.844971
	Iteration 24Q: 3 clusters Score -1.127572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -11275708.000000 Penalty: 3707.844971
	Iteration 25Q: 3 clusters Score -1.127571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -11275712.000000 Penalty: 3707.844971
	Iteration 26Q: 3 clusters Score -1.127571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -11275699.000000 Penalty: 3707.844971
	Iteration 27Q: 3 clusters Score -1.12757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -11275711.000000 Penalty: 3707.844971
	Iteration 28Q: 3 clusters Score -1.127571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -11275728.000000 Penalty: 3707.844971
	Iteration 29Q: 3 clusters Score -1.127573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 89437 members 
Entering Unmasked Estep 
Score: -11275720.000000 Penalty: 3707.844971
	Iteration 30Q: 3 clusters Score -1.127572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -11275726.000000 Penalty: 3707.844971
	Iteration 31Q: 3 clusters Score -1.127573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -11275743.000000 Penalty: 3707.844971
	Iteration 32Q: 3 clusters Score -1.127574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -11275751.000000 Penalty: 3707.844971
	Iteration 33Q: 3 clusters Score -1.127575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 89467 members 
Entering Unmasked Estep 
Score: -11275761.000000 Penalty: 3707.844971
	Iteration 34Q: 3 clusters Score -1.127576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 89469 members 
Entering Unmasked Estep 
Score: -11275759.000000 Penalty: 3707.844971
	Iteration 35Q: 3 clusters Score -1.127576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 89469 members 
Entering Unmasked Estep 
Score: -11275759.000000 Penalty: 3707.844971
	Iteration 36F: 3 clusters Score -1.127576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (84115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Entering Unmasked Estep 
Score: -10577897.000000 Penalty: 1842.740234
	Iteration 0F: 2 clusters Score -1.05779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -10523522.000000 Penalty: 3685.480469
	Iteration 0F: 3 clusters Score -1.052352e+07 nChanged 39986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -10546228.000000 Penalty: 3685.480469
	Iteration 1F: 3 clusters Score -1.054623e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -10546609.000000 Penalty: 3685.480469
	Iteration 2Q: 3 clusters Score -1.054661e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -10547151.000000 Penalty: 3685.480469
	Iteration 3Q: 3 clusters Score -1.054715e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -10547727.000000 Penalty: 3685.480469
	Iteration 4Q: 3 clusters Score -1.054773e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -10548772.000000 Penalty: 3685.480469
	Iteration 5Q: 3 clusters Score -1.054877e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -10550319.000000 Penalty: 3685.480469
	Iteration 6Q: 3 clusters Score -1.055032e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -10553060.000000 Penalty: 3685.480469
	Iteration 7F: 3 clusters Score -1.055306e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -10557284.000000 Penalty: 3685.480469
	Iteration 8F: 3 clusters Score -1.055728e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -10562795.000000 Penalty: 3685.480469
	Iteration 9F: 3 clusters Score -1.05628e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -10568301.000000 Penalty: 3685.480469
	Iteration 10F: 3 clusters Score -1.05683e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -10571749.000000 Penalty: 3685.480469
	Iteration 11F: 3 clusters Score -1.057175e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -10573258.000000 Penalty: 3685.480469
	Iteration 12Q: 3 clusters Score -1.057326e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 68499 members 
Entering Unmasked Estep 
Score: -10573975.000000 Penalty: 3685.480469
	Iteration 13Q: 3 clusters Score -1.057398e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -10574482.000000 Penalty: 3685.480469
	Iteration 14Q: 3 clusters Score -1.057448e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -10574841.000000 Penalty: 3685.480469
	Iteration 15Q: 3 clusters Score -1.057484e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -10575112.000000 Penalty: 3685.480469
	Iteration 16Q: 3 clusters Score -1.057511e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -10575382.000000 Penalty: 3685.480469
	Iteration 17Q: 3 clusters Score -1.057538e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -10575544.000000 Penalty: 3685.480469
	Iteration 18Q: 3 clusters Score -1.057554e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -10575722.000000 Penalty: 3685.480469
	Iteration 19Q: 3 clusters Score -1.057572e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -10575869.000000 Penalty: 3685.480469
	Iteration 20F: 3 clusters Score -1.057587e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -10576062.000000 Penalty: 3685.480469
	Iteration 21Q: 3 clusters Score -1.057606e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -10576135.000000 Penalty: 3685.480469
	Iteration 22Q: 3 clusters Score -1.057614e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -10576230.000000 Penalty: 3685.480469
	Iteration 23Q: 3 clusters Score -1.057623e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -10576353.000000 Penalty: 3685.480469
	Iteration 24Q: 3 clusters Score -1.057635e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -10576418.000000 Penalty: 3685.480469
	Iteration 25Q: 3 clusters Score -1.057642e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -10576517.000000 Penalty: 3685.480469
	Iteration 26Q: 3 clusters Score -1.057652e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -10576604.000000 Penalty: 3685.480469
	Iteration 27Q: 3 clusters Score -1.05766e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -10576724.000000 Penalty: 3685.480469
	Iteration 28Q: 3 clusters Score -1.057672e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -10576747.000000 Penalty: 3685.480469
	Iteration 29Q: 3 clusters Score -1.057675e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -10576760.000000 Penalty: 3685.480469
	Iteration 30Q: 3 clusters Score -1.057676e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -10576810.000000 Penalty: 3685.480469
	Iteration 31Q: 3 clusters Score -1.057681e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -10576900.000000 Penalty: 3685.480469
	Iteration 32Q: 3 clusters Score -1.05769e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -10576877.000000 Penalty: 3685.480469
	Iteration 33Q: 3 clusters Score -1.057688e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -10576863.000000 Penalty: 3685.480469
	Iteration 34Q: 3 clusters Score -1.057686e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 81108 members 
Entering Unmasked Estep 
Score: -10576830.000000 Penalty: 3685.480469
	Iteration 35Q: 3 clusters Score -1.057683e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -10576880.000000 Penalty: 3685.480469
	Iteration 36Q: 3 clusters Score -1.057688e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -10576884.000000 Penalty: 3685.480469
	Iteration 37Q: 3 clusters Score -1.057688e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -10576792.000000 Penalty: 3685.480469
	Iteration 38Q: 3 clusters Score -1.057679e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -10576697.000000 Penalty: 3685.480469
	Iteration 39Q: 3 clusters Score -1.05767e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -10576707.000000 Penalty: 3685.480469
	Iteration 40F: 3 clusters Score -1.057671e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -10576657.000000 Penalty: 3685.480469
	Iteration 41Q: 3 clusters Score -1.057666e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -10576642.000000 Penalty: 3685.480469
	Iteration 42Q: 3 clusters Score -1.057664e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 83335 members 
Entering Unmasked Estep 
Score: -10576663.000000 Penalty: 3685.480469
	Iteration 43Q: 3 clusters Score -1.057666e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -10576663.000000 Penalty: 3685.480469
	Iteration 44Q: 3 clusters Score -1.057666e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -10576659.000000 Penalty: 3685.480469
	Iteration 45Q: 3 clusters Score -1.057666e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 83532 members 
Entering Unmasked Estep 
Score: -10576635.000000 Penalty: 3685.480469
	Iteration 46Q: 3 clusters Score -1.057664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
Score: -10576655.000000 Penalty: 3685.480469
	Iteration 47Q: 3 clusters Score -1.057666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 83604 members 
Entering Unmasked Estep 
Score: -10576654.000000 Penalty: 3685.480469
	Iteration 48Q: 3 clusters Score -1.057665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -10576653.000000 Penalty: 3685.480469
	Iteration 49Q: 3 clusters Score -1.057665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -10576652.000000 Penalty: 3685.480469
	Iteration 50Q: 3 clusters Score -1.057665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -10576652.000000 Penalty: 3685.480469
	Iteration 51Q: 3 clusters Score -1.057665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -10576652.000000 Penalty: 3685.480469
	Iteration 52Q: 3 clusters Score -1.057665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
Score: -10576649.000000 Penalty: 3685.480469
	Iteration 53Q: 3 clusters Score -1.057665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -10576645.000000 Penalty: 3685.480469
	Iteration 54Q: 3 clusters Score -1.057664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 83649 members 
Entering Unmasked Estep 
Score: -10576646.000000 Penalty: 3685.480469
	Iteration 55Q: 3 clusters Score -1.057665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -10576646.000000 Penalty: 3685.480469
	Iteration 56Q: 3 clusters Score -1.057665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -10576648.000000 Penalty: 3685.480469
	Iteration 57Q: 3 clusters Score -1.057665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -10576648.000000 Penalty: 3685.480469
	Iteration 58F: 3 clusters Score -1.057665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -262400.406250 Penalty: 1258.633301
	Iteration 0F: 2 clusters Score -262400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -260118.062500 Penalty: 2517.266602
	Iteration 0F: 3 clusters Score -260118.1 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -260657.343750 Penalty: 2517.266602
	Iteration 1F: 3 clusters Score -260657.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -260852.546875 Penalty: 2517.266602
	Iteration 2F: 3 clusters Score -260852.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -260982.406250 Penalty: 2517.266602
	Iteration 3F: 3 clusters Score -260982.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261097.640625 Penalty: 2517.266602
	Iteration 4Q: 3 clusters Score -261097.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -261204.906250 Penalty: 2517.266602
	Iteration 5F: 3 clusters Score -261204.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -261297.000000 Penalty: 2517.266602
	Iteration 6F: 3 clusters Score -261297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -261348.937500 Penalty: 2517.266602
	Iteration 7Q: 3 clusters Score -261348.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -261385.734375 Penalty: 2517.266602
	Iteration 8Q: 3 clusters Score -261385.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -261436.359375 Penalty: 2517.266602
	Iteration 9Q: 3 clusters Score -261436.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -261463.843750 Penalty: 2517.266602
	Iteration 10Q: 3 clusters Score -261463.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -261487.343750 Penalty: 2517.266602
	Iteration 11Q: 3 clusters Score -261487.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -261503.906250 Penalty: 2517.266602
	Iteration 12Q: 3 clusters Score -261503.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -261519.953125 Penalty: 2517.266602
	Iteration 13Q: 3 clusters Score -261520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -261533.203125 Penalty: 2517.266602
	Iteration 14Q: 3 clusters Score -261533.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -261539.562500 Penalty: 2517.266602
	Iteration 15Q: 3 clusters Score -261539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -261543.187500 Penalty: 2517.266602
	Iteration 16Q: 3 clusters Score -261543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -261544.453125 Penalty: 2517.266602
	Iteration 17Q: 3 clusters Score -261544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -261546.468750 Penalty: 2517.266602
	Iteration 18Q: 3 clusters Score -261546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -261549.031250 Penalty: 2517.266602
	Iteration 19Q: 3 clusters Score -261549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -261549.375000 Penalty: 2517.266602
	Iteration 20F: 3 clusters Score -261549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261550.437500 Penalty: 2517.266602
	Iteration 21Q: 3 clusters Score -261550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261551.015625 Penalty: 2517.266602
	Iteration 22Q: 3 clusters Score -261551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -261551.468750 Penalty: 2517.266602
	Iteration 23Q: 3 clusters Score -261551.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -261551.468750 Penalty: 2517.266602
	Iteration 24F: 3 clusters Score -261551.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -367683.218750 Penalty: 1309.529541
	Iteration 0F: 2 clusters Score -367683.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -364907.406250 Penalty: 2619.059082
	Iteration 0F: 3 clusters Score -364907.4 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -365671.312500 Penalty: 2619.059082
	Iteration 1F: 3 clusters Score -365671.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -365859.375000 Penalty: 2619.059082
	Iteration 2F: 3 clusters Score -365859.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -365981.343750 Penalty: 2619.059082
	Iteration 3F: 3 clusters Score -365981.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -366109.812500 Penalty: 2619.059082
	Iteration 4Q: 3 clusters Score -366109.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -366222.062500 Penalty: 2619.059082
	Iteration 5Q: 3 clusters Score -366222.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -366344.031250 Penalty: 2619.059082
	Iteration 6Q: 3 clusters Score -366344 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -366459.375000 Penalty: 2619.059082
	Iteration 7Q: 3 clusters Score -366459.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -366552.125000 Penalty: 2619.059082
	Iteration 8Q: 3 clusters Score -366552.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -366628.031250 Penalty: 2619.059082
	Iteration 9Q: 3 clusters Score -366628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -366705.343750 Penalty: 2619.059082
	Iteration 10Q: 3 clusters Score -366705.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -366776.062500 Penalty: 2619.059082
	Iteration 11Q: 3 clusters Score -366776.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -366822.343750 Penalty: 2619.059082
	Iteration 12Q: 3 clusters Score -366822.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -366848.187500 Penalty: 2619.059082
	Iteration 13Q: 3 clusters Score -366848.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -366872.250000 Penalty: 2619.059082
	Iteration 14Q: 3 clusters Score -366872.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -366890.281250 Penalty: 2619.059082
	Iteration 15Q: 3 clusters Score -366890.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -366901.531250 Penalty: 2619.059082
	Iteration 16Q: 3 clusters Score -366901.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -366908.281250 Penalty: 2619.059082
	Iteration 17Q: 3 clusters Score -366908.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -366913.468750 Penalty: 2619.059082
	Iteration 18Q: 3 clusters Score -366913.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -366917.843750 Penalty: 2619.059082
	Iteration 19Q: 3 clusters Score -366917.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -366924.781250 Penalty: 2619.059082
	Iteration 20F: 3 clusters Score -366924.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -366930.375000 Penalty: 2619.059082
	Iteration 21Q: 3 clusters Score -366930.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -366935.500000 Penalty: 2619.059082
	Iteration 22Q: 3 clusters Score -366935.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -366943.593750 Penalty: 2619.059082
	Iteration 23Q: 3 clusters Score -366943.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -366949.812500 Penalty: 2619.059082
	Iteration 24Q: 3 clusters Score -366949.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -366955.000000 Penalty: 2619.059082
	Iteration 25Q: 3 clusters Score -366955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -366957.687500 Penalty: 2619.059082
	Iteration 26Q: 3 clusters Score -366957.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -366960.281250 Penalty: 2619.059082
	Iteration 27Q: 3 clusters Score -366960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -366962.906250 Penalty: 2619.059082
	Iteration 28Q: 3 clusters Score -366962.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -366964.875000 Penalty: 2619.059082
	Iteration 29Q: 3 clusters Score -366964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -366966.093750 Penalty: 2619.059082
	Iteration 30Q: 3 clusters Score -366966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -366966.562500 Penalty: 2619.059082
	Iteration 31Q: 3 clusters Score -366966.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -366966.562500 Penalty: 2619.059082
	Iteration 32F: 3 clusters Score -366966.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -663146.812500 Penalty: 1401.090088
	Iteration 0F: 2 clusters Score -663146.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -658850.000000 Penalty: 2802.180176
	Iteration 0F: 3 clusters Score -658850 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -660257.375000 Penalty: 2802.180176
	Iteration 1F: 3 clusters Score -660257.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -660671.250000 Penalty: 2802.180176
	Iteration 2F: 3 clusters Score -660671.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -660994.312500 Penalty: 2802.180176
	Iteration 3F: 3 clusters Score -660994.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -661252.687500 Penalty: 2802.180176
	Iteration 4F: 3 clusters Score -661252.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -661436.812500 Penalty: 2802.180176
	Iteration 5F: 3 clusters Score -661436.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -661597.500000 Penalty: 2802.180176
	Iteration 6Q: 3 clusters Score -661597.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -661735.000000 Penalty: 2802.180176
	Iteration 7Q: 3 clusters Score -661735 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -661876.375000 Penalty: 2802.180176
	Iteration 8Q: 3 clusters Score -661876.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -661998.812500 Penalty: 2802.180176
	Iteration 9Q: 3 clusters Score -661998.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -662105.750000 Penalty: 2802.180176
	Iteration 10Q: 3 clusters Score -662105.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -662204.375000 Penalty: 2802.180176
	Iteration 11Q: 3 clusters Score -662204.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -662308.562500 Penalty: 2802.180176
	Iteration 12Q: 3 clusters Score -662308.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -662396.000000 Penalty: 2802.180176
	Iteration 13Q: 3 clusters Score -662396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -662446.312500 Penalty: 2802.180176
	Iteration 14Q: 3 clusters Score -662446.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -662475.562500 Penalty: 2802.180176
	Iteration 15Q: 3 clusters Score -662475.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -662497.500000 Penalty: 2802.180176
	Iteration 16Q: 3 clusters Score -662497.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -662510.312500 Penalty: 2802.180176
	Iteration 17Q: 3 clusters Score -662510.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -662532.812500 Penalty: 2802.180176
	Iteration 18Q: 3 clusters Score -662532.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -662551.875000 Penalty: 2802.180176
	Iteration 19Q: 3 clusters Score -662551.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -662570.312500 Penalty: 2802.180176
	Iteration 20F: 3 clusters Score -662570.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -662581.875000 Penalty: 2802.180176
	Iteration 21Q: 3 clusters Score -662581.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -662590.750000 Penalty: 2802.180176
	Iteration 22Q: 3 clusters Score -662590.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -662597.187500 Penalty: 2802.180176
	Iteration 23Q: 3 clusters Score -662597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -662605.625000 Penalty: 2802.180176
	Iteration 24Q: 3 clusters Score -662605.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -662612.812500 Penalty: 2802.180176
	Iteration 25Q: 3 clusters Score -662612.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -662623.125000 Penalty: 2802.180176
	Iteration 26Q: 3 clusters Score -662623.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -662628.062500 Penalty: 2802.180176
	Iteration 27Q: 3 clusters Score -662628.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -662631.250000 Penalty: 2802.180176
	Iteration 28Q: 3 clusters Score -662631.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -662634.312500 Penalty: 2802.180176
	Iteration 29Q: 3 clusters Score -662634.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -662639.500000 Penalty: 2802.180176
	Iteration 30Q: 3 clusters Score -662639.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -662646.125000 Penalty: 2802.180176
	Iteration 31Q: 3 clusters Score -662646.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -662650.562500 Penalty: 2802.180176
	Iteration 32Q: 3 clusters Score -662650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -662653.375000 Penalty: 2802.180176
	Iteration 33Q: 3 clusters Score -662653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -662654.312500 Penalty: 2802.180176
	Iteration 34Q: 3 clusters Score -662654.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -662658.625000 Penalty: 2802.180176
	Iteration 35Q: 3 clusters Score -662658.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -662659.937500 Penalty: 2802.180176
	Iteration 36Q: 3 clusters Score -662659.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -662661.312500 Penalty: 2802.180176
	Iteration 37Q: 3 clusters Score -662661.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -662663.312500 Penalty: 2802.180176
	Iteration 38Q: 3 clusters Score -662663.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -662664.437500 Penalty: 2802.180176
	Iteration 39Q: 3 clusters Score -662664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -662664.437500 Penalty: 2802.180176
	Iteration 40F: 3 clusters Score -662664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -662665.437500 Penalty: 2802.180176
	Iteration 41Q: 3 clusters Score -662665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -662665.687500 Penalty: 2802.180176
	Iteration 42Q: 3 clusters Score -662665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -662666.937500 Penalty: 2802.180176
	Iteration 43Q: 3 clusters Score -662666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -662668.000000 Penalty: 2802.180176
	Iteration 44Q: 3 clusters Score -662668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -662668.625000 Penalty: 2802.180176
	Iteration 45Q: 3 clusters Score -662668.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -662668.375000 Penalty: 2802.180176
	Iteration 46Q: 3 clusters Score -662668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -662669.125000 Penalty: 2802.180176
	Iteration 47Q: 3 clusters Score -662669.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -662669.125000 Penalty: 2802.180176
	Iteration 48F: 3 clusters Score -662669.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Entering Unmasked Estep 
Score: -7173956.000000 Penalty: 1778.459229
	Iteration 0F: 2 clusters Score -7173956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -7138892.500000 Penalty: 3556.918457
	Iteration 0F: 3 clusters Score -7138892 nChanged 26579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -7154356.500000 Penalty: 3556.918457
	Iteration 1F: 3 clusters Score -7154356 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -7155471.000000 Penalty: 3556.918457
	Iteration 2Q: 3 clusters Score -7155471 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -7157417.500000 Penalty: 3556.918457
	Iteration 3F: 3 clusters Score -7157418 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -7160543.500000 Penalty: 3556.918457
	Iteration 4F: 3 clusters Score -7160544 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -7164651.000000 Penalty: 3556.918457
	Iteration 5F: 3 clusters Score -7164651 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -7168577.000000 Penalty: 3556.918457
	Iteration 6F: 3 clusters Score -7168577 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -7171322.000000 Penalty: 3556.918457
	Iteration 7F: 3 clusters Score -7171322 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -7172574.000000 Penalty: 3556.918457
	Iteration 8Q: 3 clusters Score -7172574 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -7173080.500000 Penalty: 3556.918457
	Iteration 9Q: 3 clusters Score -7173080 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7173244.500000 Penalty: 3556.918457
	Iteration 10Q: 3 clusters Score -7173244 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7173252.000000 Penalty: 3556.918457
	Iteration 11Q: 3 clusters Score -7173252 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7173215.500000 Penalty: 3556.918457
	Iteration 12Q: 3 clusters Score -7173216 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7173170.500000 Penalty: 3556.918457
	Iteration 13Q: 3 clusters Score -7173170 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7173113.000000 Penalty: 3556.918457
	Iteration 14Q: 3 clusters Score -7173113 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7173055.000000 Penalty: 3556.918457
	Iteration 15Q: 3 clusters Score -7173055 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7173020.000000 Penalty: 3556.918457
	Iteration 16Q: 3 clusters Score -7173020 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7172990.500000 Penalty: 3556.918457
	Iteration 17Q: 3 clusters Score -7172990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7172972.000000 Penalty: 3556.918457
	Iteration 18Q: 3 clusters Score -7172972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7172958.000000 Penalty: 3556.918457
	Iteration 19Q: 3 clusters Score -7172958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7172947.500000 Penalty: 3556.918457
	Iteration 20F: 3 clusters Score -7172948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7172935.500000 Penalty: 3556.918457
	Iteration 21Q: 3 clusters Score -7172936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7172920.500000 Penalty: 3556.918457
	Iteration 22Q: 3 clusters Score -7172920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7172926.000000 Penalty: 3556.918457
	Iteration 23Q: 3 clusters Score -7172926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7172918.500000 Penalty: 3556.918457
	Iteration 24Q: 3 clusters Score -7172918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7172915.000000 Penalty: 3556.918457
	Iteration 25Q: 3 clusters Score -7172915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7172914.500000 Penalty: 3556.918457
	Iteration 26Q: 3 clusters Score -7172914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7172909.000000 Penalty: 3556.918457
	Iteration 27Q: 3 clusters Score -7172909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7172909.000000 Penalty: 3556.918457
	Iteration 28F: 3 clusters Score -7172909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -139033.140625 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -139033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137393.296875 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -137393.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137725.828125 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -137725.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -137836.062500 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -137836.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -137931.187500 Penalty: 2309.646973
	Iteration 3F: 3 clusters Score -137931.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -138032.671875 Penalty: 2309.646973
	Iteration 4Q: 3 clusters Score -138032.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -138117.890625 Penalty: 2309.646973
	Iteration 5F: 3 clusters Score -138117.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -138174.812500 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -138174.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138231.406250 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -138231.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -138266.687500 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -138266.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -138283.109375 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -138283.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -138296.437500 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -138296.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -138313.265625 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -138313.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -138323.703125 Penalty: 2309.646973
	Iteration 12Q: 3 clusters Score -138323.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -138329.250000 Penalty: 2309.646973
	Iteration 13Q: 3 clusters Score -138329.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -138335.406250 Penalty: 2309.646973
	Iteration 14Q: 3 clusters Score -138335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -138337.671875 Penalty: 2309.646973
	Iteration 15Q: 3 clusters Score -138337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -138341.921875 Penalty: 2309.646973
	Iteration 16Q: 3 clusters Score -138341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -138348.562500 Penalty: 2309.646973
	Iteration 17Q: 3 clusters Score -138348.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -138357.593750 Penalty: 2309.646973
	Iteration 18Q: 3 clusters Score -138357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -138363.093750 Penalty: 2309.646973
	Iteration 19Q: 3 clusters Score -138363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -138369.296875 Penalty: 2309.646973
	Iteration 20F: 3 clusters Score -138369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -138373.671875 Penalty: 2309.646973
	Iteration 21Q: 3 clusters Score -138373.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -138378.578125 Penalty: 2309.646973
	Iteration 22Q: 3 clusters Score -138378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -138380.609375 Penalty: 2309.646973
	Iteration 23Q: 3 clusters Score -138380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -138385.140625 Penalty: 2309.646973
	Iteration 24Q: 3 clusters Score -138385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -138388.828125 Penalty: 2309.646973
	Iteration 25Q: 3 clusters Score -138388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -138389.218750 Penalty: 2309.646973
	Iteration 26Q: 3 clusters Score -138389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -138389.218750 Penalty: 2309.646973
	Iteration 27F: 3 clusters Score -138389.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -24665.582031 Penalty: 924.133545
	Iteration 0F: 2 clusters Score -24665.58 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 134 members 
Entering Unmasked Estep 
Score: -23869.447266 Penalty: 1848.267090
	Iteration 0F: 3 clusters Score -23869.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24088.957031 Penalty: 1848.267090
	Iteration 1F: 3 clusters Score -24088.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24160.523438 Penalty: 1848.267090
	Iteration 2F: 3 clusters Score -24160.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24203.726562 Penalty: 1848.267090
	Iteration 3Q: 3 clusters Score -24203.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24232.447266 Penalty: 1848.267090
	Iteration 4Q: 3 clusters Score -24232.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24243.978516 Penalty: 1848.267090
	Iteration 5Q: 3 clusters Score -24243.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24246.123047 Penalty: 1848.267090
	Iteration 6Q: 3 clusters Score -24246.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24249.113281 Penalty: 1848.267090
	Iteration 7Q: 3 clusters Score -24249.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24255.611328 Penalty: 1848.267090
	Iteration 8Q: 3 clusters Score -24255.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24256.910156 Penalty: 1848.267090
	Iteration 9Q: 3 clusters Score -24256.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24257.478516 Penalty: 1848.267090
	Iteration 10Q: 3 clusters Score -24257.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24257.478516 Penalty: 1848.267090
	Iteration 11F: 3 clusters Score -24257.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -62815.933594 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -62815.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61665.093750 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -61665.09 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61930.382812 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -61930.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62150.195312 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -62150.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62269.097656 Penalty: 2088.082520
	Iteration 3F: 3 clusters Score -62269.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62337.457031 Penalty: 2088.082520
	Iteration 4Q: 3 clusters Score -62337.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62397.015625 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -62397.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62431.636719 Penalty: 2088.082520
	Iteration 6Q: 3 clusters Score -62431.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62457.820312 Penalty: 2088.082520
	Iteration 7Q: 3 clusters Score -62457.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62467.242188 Penalty: 2088.082520
	Iteration 8Q: 3 clusters Score -62467.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62474.253906 Penalty: 2088.082520
	Iteration 9Q: 3 clusters Score -62474.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62477.664062 Penalty: 2088.082520
	Iteration 10Q: 3 clusters Score -62477.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62492.972656 Penalty: 2088.082520
	Iteration 11Q: 3 clusters Score -62492.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62503.433594 Penalty: 2088.082520
	Iteration 12Q: 3 clusters Score -62503.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62511.250000 Penalty: 2088.082520
	Iteration 13Q: 3 clusters Score -62511.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62517.843750 Penalty: 2088.082520
	Iteration 14Q: 3 clusters Score -62517.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62534.214844 Penalty: 2088.082520
	Iteration 15Q: 3 clusters Score -62534.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62581.929688 Penalty: 2088.082520
	Iteration 16Q: 3 clusters Score -62581.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62605.781250 Penalty: 2088.082520
	Iteration 17Q: 3 clusters Score -62605.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62621.324219 Penalty: 2088.082520
	Iteration 18Q: 3 clusters Score -62621.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62631.644531 Penalty: 2088.082520
	Iteration 19Q: 3 clusters Score -62631.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62645.035156 Penalty: 2088.082520
	Iteration 20F: 3 clusters Score -62645.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62659.949219 Penalty: 2088.082520
	Iteration 21Q: 3 clusters Score -62659.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62667.687500 Penalty: 2088.082520
	Iteration 22Q: 3 clusters Score -62667.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62692.656250 Penalty: 2088.082520
	Iteration 23Q: 3 clusters Score -62692.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62707.554688 Penalty: 2088.082520
	Iteration 24Q: 3 clusters Score -62707.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62713.636719 Penalty: 2088.082520
	Iteration 25Q: 3 clusters Score -62713.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62713.636719 Penalty: 2088.082520
	Iteration 26F: 3 clusters Score -62713.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -15511.034180 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -15511.03 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 129 members 
Entering Unmasked Estep 
Score: -14887.569336 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -14887.57 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15080.518555 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -15080.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15122.155273 Penalty: 1785.244995
	Iteration 2F: 3 clusters Score -15122.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15145.943359 Penalty: 1785.244995
	Iteration 3Q: 3 clusters Score -15145.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15156.319336 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -15156.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15164.446289 Penalty: 1785.244995
	Iteration 5Q: 3 clusters Score -15164.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15167.850586 Penalty: 1785.244995
	Iteration 6Q: 3 clusters Score -15167.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15170.232422 Penalty: 1785.244995
	Iteration 7Q: 3 clusters Score -15170.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15175.497070 Penalty: 1785.244995
	Iteration 8Q: 3 clusters Score -15175.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15175.497070 Penalty: 1785.244995
	Iteration 9F: 3 clusters Score -15175.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Entering Unmasked Estep 
Score: -1193404.250000 Penalty: 1494.108887
	Iteration 0F: 2 clusters Score -1193404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1186392.625000 Penalty: 2988.217773
	Iteration 0F: 3 clusters Score -1186393 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1188599.875000 Penalty: 2988.217773
	Iteration 1F: 3 clusters Score -1188600 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1188923.375000 Penalty: 2988.217773
	Iteration 2F: 3 clusters Score -1188923 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1189244.750000 Penalty: 2988.217773
	Iteration 3F: 3 clusters Score -1189245 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1189621.000000 Penalty: 2988.217773
	Iteration 4F: 3 clusters Score -1189621 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1190078.375000 Penalty: 2988.217773
	Iteration 5F: 3 clusters Score -1190078 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1190691.000000 Penalty: 2988.217773
	Iteration 6F: 3 clusters Score -1190691 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1191291.125000 Penalty: 2988.217773
	Iteration 7F: 3 clusters Score -1191291 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1191686.750000 Penalty: 2988.217773
	Iteration 8Q: 3 clusters Score -1191687 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1191942.500000 Penalty: 2988.217773
	Iteration 9Q: 3 clusters Score -1191942 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1192100.125000 Penalty: 2988.217773
	Iteration 10Q: 3 clusters Score -1192100 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1192188.000000 Penalty: 2988.217773
	Iteration 11Q: 3 clusters Score -1192188 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1192238.375000 Penalty: 2988.217773
	Iteration 12Q: 3 clusters Score -1192238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1192280.250000 Penalty: 2988.217773
	Iteration 13Q: 3 clusters Score -1192280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1192307.000000 Penalty: 2988.217773
	Iteration 14Q: 3 clusters Score -1192307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1192327.625000 Penalty: 2988.217773
	Iteration 15Q: 3 clusters Score -1192328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1192336.000000 Penalty: 2988.217773
	Iteration 16Q: 3 clusters Score -1192336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1192352.500000 Penalty: 2988.217773
	Iteration 17Q: 3 clusters Score -1192352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1192360.000000 Penalty: 2988.217773
	Iteration 18Q: 3 clusters Score -1192360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1192362.000000 Penalty: 2988.217773
	Iteration 19Q: 3 clusters Score -1192362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1192368.250000 Penalty: 2988.217773
	Iteration 20F: 3 clusters Score -1192368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1192371.250000 Penalty: 2988.217773
	Iteration 21Q: 3 clusters Score -1192371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1192373.125000 Penalty: 2988.217773
	Iteration 22Q: 3 clusters Score -1192373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1192374.500000 Penalty: 2988.217773
	Iteration 23Q: 3 clusters Score -1192374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1192376.500000 Penalty: 2988.217773
	Iteration 24Q: 3 clusters Score -1192376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1192377.250000 Penalty: 2988.217773
	Iteration 25Q: 3 clusters Score -1192377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1192377.750000 Penalty: 2988.217773
	Iteration 26Q: 3 clusters Score -1192378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1192379.375000 Penalty: 2988.217773
	Iteration 27Q: 3 clusters Score -1192379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1192381.500000 Penalty: 2988.217773
	Iteration 28Q: 3 clusters Score -1192382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1192381.750000 Penalty: 2988.217773
	Iteration 29Q: 3 clusters Score -1192382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1192381.750000 Penalty: 2988.217773
	Iteration 30F: 3 clusters Score -1192382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (97393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97393 members 
Entering Unmasked Estep 
Score: -12273116.000000 Penalty: 1866.557739
	Iteration 0F: 2 clusters Score -1.227312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -12215763.000000 Penalty: 3733.115479
	Iteration 0F: 3 clusters Score -1.221576e+07 nChanged 46601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -12243339.000000 Penalty: 3733.115479
	Iteration 1F: 3 clusters Score -1.224334e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -12244675.000000 Penalty: 3733.115479
	Iteration 2Q: 3 clusters Score -1.224468e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -12246973.000000 Penalty: 3733.115479
	Iteration 3Q: 3 clusters Score -1.224697e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -12250411.000000 Penalty: 3733.115479
	Iteration 4F: 3 clusters Score -1.225041e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -12254555.000000 Penalty: 3733.115479
	Iteration 5F: 3 clusters Score -1.225456e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -12258727.000000 Penalty: 3733.115479
	Iteration 6F: 3 clusters Score -1.225873e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -12262345.000000 Penalty: 3733.115479
	Iteration 7F: 3 clusters Score -1.226234e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -12265006.000000 Penalty: 3733.115479
	Iteration 8F: 3 clusters Score -1.226501e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -12266500.000000 Penalty: 3733.115479
	Iteration 9Q: 3 clusters Score -1.22665e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 70072 members 
Entering Unmasked Estep 
Score: -12267407.000000 Penalty: 3733.115479
	Iteration 10Q: 3 clusters Score -1.226741e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -12267938.000000 Penalty: 3733.115479
	Iteration 11Q: 3 clusters Score -1.226794e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -12268499.000000 Penalty: 3733.115479
	Iteration 12Q: 3 clusters Score -1.22685e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -12269103.000000 Penalty: 3733.115479
	Iteration 13Q: 3 clusters Score -1.22691e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -12271175.000000 Penalty: 3733.115479
	Iteration 14Q: 3 clusters Score -1.227118e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -12272784.000000 Penalty: 3733.115479
	Iteration 15Q: 3 clusters Score -1.227278e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -12273452.000000 Penalty: 3733.115479
	Iteration 16Q: 3 clusters Score -1.227345e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 88551 members 
Entering Unmasked Estep 
Score: -12273750.000000 Penalty: 3733.115479
	Iteration 17Q: 3 clusters Score -1.227375e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -12273830.000000 Penalty: 3733.115479
	Iteration 18Q: 3 clusters Score -1.227383e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -12273847.000000 Penalty: 3733.115479
	Iteration 19Q: 3 clusters Score -1.227385e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 90986 members 
Entering Unmasked Estep 
Score: -12273753.000000 Penalty: 3733.115479
	Iteration 20F: 3 clusters Score -1.227375e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -12273759.000000 Penalty: 3733.115479
	Iteration 21Q: 3 clusters Score -1.227376e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -12273674.000000 Penalty: 3733.115479
	Iteration 22Q: 3 clusters Score -1.227367e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -12273681.000000 Penalty: 3733.115479
	Iteration 23Q: 3 clusters Score -1.227368e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -12273667.000000 Penalty: 3733.115479
	Iteration 24Q: 3 clusters Score -1.227367e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 92903 members 
Entering Unmasked Estep 
Score: -12273680.000000 Penalty: 3733.115479
	Iteration 25Q: 3 clusters Score -1.227368e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 93144 members 
Entering Unmasked Estep 
Score: -12273605.000000 Penalty: 3733.115479
	Iteration 26Q: 3 clusters Score -1.22736e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -12273556.000000 Penalty: 3733.115479
	Iteration 27Q: 3 clusters Score -1.227356e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -12273508.000000 Penalty: 3733.115479
	Iteration 28Q: 3 clusters Score -1.227351e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -12273463.000000 Penalty: 3733.115479
	Iteration 29Q: 3 clusters Score -1.227346e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
Score: -12273461.000000 Penalty: 3733.115479
	Iteration 30Q: 3 clusters Score -1.227346e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -12273429.000000 Penalty: 3733.115479
	Iteration 31Q: 3 clusters Score -1.227343e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 94077 members 
Entering Unmasked Estep 
Score: -12273356.000000 Penalty: 3733.115479
	Iteration 32Q: 3 clusters Score -1.227336e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -12273307.000000 Penalty: 3733.115479
	Iteration 33Q: 3 clusters Score -1.227331e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 94282 members 
Entering Unmasked Estep 
Score: -12273340.000000 Penalty: 3733.115479
	Iteration 34Q: 3 clusters Score -1.227334e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -12273261.000000 Penalty: 3733.115479
	Iteration 35Q: 3 clusters Score -1.227326e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
Score: -12273250.000000 Penalty: 3733.115479
	Iteration 36Q: 3 clusters Score -1.227325e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -12273202.000000 Penalty: 3733.115479
	Iteration 37Q: 3 clusters Score -1.22732e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -12273219.000000 Penalty: 3733.115479
	Iteration 38Q: 3 clusters Score -1.227322e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -12273196.000000 Penalty: 3733.115479
	Iteration 39Q: 3 clusters Score -1.22732e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -12273182.000000 Penalty: 3733.115479
	Iteration 40F: 3 clusters Score -1.227318e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -12273161.000000 Penalty: 3733.115479
	Iteration 41Q: 3 clusters Score -1.227316e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 94778 members 
Entering Unmasked Estep 
Score: -12273173.000000 Penalty: 3733.115479
	Iteration 42Q: 3 clusters Score -1.227317e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -12273145.000000 Penalty: 3733.115479
	Iteration 43Q: 3 clusters Score -1.227314e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -12273151.000000 Penalty: 3733.115479
	Iteration 44Q: 3 clusters Score -1.227315e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -12273136.000000 Penalty: 3733.115479
	Iteration 45Q: 3 clusters Score -1.227314e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -12273110.000000 Penalty: 3733.115479
	Iteration 46Q: 3 clusters Score -1.227311e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -12273126.000000 Penalty: 3733.115479
	Iteration 47Q: 3 clusters Score -1.227313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -12273139.000000 Penalty: 3733.115479
	Iteration 48Q: 3 clusters Score -1.227314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 95019 members 
Entering Unmasked Estep 
Score: -12273132.000000 Penalty: 3733.115479
	Iteration 49Q: 3 clusters Score -1.227313e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -12273127.000000 Penalty: 3733.115479
	Iteration 50Q: 3 clusters Score -1.227313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -12273135.000000 Penalty: 3733.115479
	Iteration 51Q: 3 clusters Score -1.227314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -12273114.000000 Penalty: 3733.115479
	Iteration 52Q: 3 clusters Score -1.227311e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -12273136.000000 Penalty: 3733.115479
	Iteration 53Q: 3 clusters Score -1.227314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -12273124.000000 Penalty: 3733.115479
	Iteration 54Q: 3 clusters Score -1.227312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -12273114.000000 Penalty: 3733.115479
	Iteration 55Q: 3 clusters Score -1.227311e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -12273125.000000 Penalty: 3733.115479
	Iteration 56Q: 3 clusters Score -1.227312e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -12273114.000000 Penalty: 3733.115479
	Iteration 57Q: 3 clusters Score -1.227311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -12273130.000000 Penalty: 3733.115479
	Iteration 58Q: 3 clusters Score -1.227313e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -12273094.000000 Penalty: 3733.115479
	Iteration 59Q: 3 clusters Score -1.227309e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -12273099.000000 Penalty: 3733.115479
	Iteration 60F: 3 clusters Score -1.22731e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -12273084.000000 Penalty: 3733.115479
	Iteration 61Q: 3 clusters Score -1.227308e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -12273095.000000 Penalty: 3733.115479
	Iteration 62Q: 3 clusters Score -1.22731e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 95286 members 
Entering Unmasked Estep 
Score: -12273098.000000 Penalty: 3733.115479
	Iteration 63Q: 3 clusters Score -1.22731e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 95306 members 
Entering Unmasked Estep 
Score: -12273081.000000 Penalty: 3733.115479
	Iteration 64Q: 3 clusters Score -1.227308e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 95323 members 
Entering Unmasked Estep 
Score: -12273088.000000 Penalty: 3733.115479
	Iteration 65Q: 3 clusters Score -1.227309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -12273075.000000 Penalty: 3733.115479
	Iteration 66Q: 3 clusters Score -1.227308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -12273064.000000 Penalty: 3733.115479
	Iteration 67Q: 3 clusters Score -1.227306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -12273086.000000 Penalty: 3733.115479
	Iteration 68Q: 3 clusters Score -1.227309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -12273065.000000 Penalty: 3733.115479
	Iteration 69Q: 3 clusters Score -1.227306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 95367 members 
Entering Unmasked Estep 
Score: -12273063.000000 Penalty: 3733.115479
	Iteration 70Q: 3 clusters Score -1.227306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -12273073.000000 Penalty: 3733.115479
	Iteration 71Q: 3 clusters Score -1.227307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -12273071.000000 Penalty: 3733.115479
	Iteration 72Q: 3 clusters Score -1.227307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -12273073.000000 Penalty: 3733.115479
	Iteration 73Q: 3 clusters Score -1.227307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -12273073.000000 Penalty: 3733.115479
	Iteration 74Q: 3 clusters Score -1.227307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -12273068.000000 Penalty: 3733.115479
	Iteration 75Q: 3 clusters Score -1.227307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -12273075.000000 Penalty: 3733.115479
	Iteration 76Q: 3 clusters Score -1.227308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -12273058.000000 Penalty: 3733.115479
	Iteration 77Q: 3 clusters Score -1.227306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -12273064.000000 Penalty: 3733.115479
	Iteration 78Q: 3 clusters Score -1.227306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -12273047.000000 Penalty: 3733.115479
	Iteration 79Q: 3 clusters Score -1.227305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -12273053.000000 Penalty: 3733.115479
	Iteration 80F: 3 clusters Score -1.227305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -12273050.000000 Penalty: 3733.115479
	Iteration 81Q: 3 clusters Score -1.227305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 95380 members 
Entering Unmasked Estep 
Score: -12273048.000000 Penalty: 3733.115479
	Iteration 82Q: 3 clusters Score -1.227305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 95389 members 
Entering Unmasked Estep 
Score: -12273023.000000 Penalty: 3733.115479
	Iteration 83Q: 3 clusters Score -1.227302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 95392 members 
Entering Unmasked Estep 
Score: -12273025.000000 Penalty: 3733.115479
	Iteration 84Q: 3 clusters Score -1.227302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 95399 members 
Entering Unmasked Estep 
Score: -12273006.000000 Penalty: 3733.115479
	Iteration 85Q: 3 clusters Score -1.227301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -12272985.000000 Penalty: 3733.115479
	Iteration 86Q: 3 clusters Score -1.227298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 95416 members 
Entering Unmasked Estep 
Score: -12272997.000000 Penalty: 3733.115479
	Iteration 87Q: 3 clusters Score -1.2273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -12272985.000000 Penalty: 3733.115479
	Iteration 88Q: 3 clusters Score -1.227298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -12272982.000000 Penalty: 3733.115479
	Iteration 89Q: 3 clusters Score -1.227298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -12272981.000000 Penalty: 3733.115479
	Iteration 90Q: 3 clusters Score -1.227298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -12272988.000000 Penalty: 3733.115479
	Iteration 91Q: 3 clusters Score -1.227299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -12272989.000000 Penalty: 3733.115479
	Iteration 92Q: 3 clusters Score -1.227299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -12272981.000000 Penalty: 3733.115479
	Iteration 93Q: 3 clusters Score -1.227298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -12272985.000000 Penalty: 3733.115479
	Iteration 94Q: 3 clusters Score -1.227298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -12272988.000000 Penalty: 3733.115479
	Iteration 95Q: 3 clusters Score -1.227299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -12272991.000000 Penalty: 3733.115479
	Iteration 96Q: 3 clusters Score -1.227299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -12272990.000000 Penalty: 3733.115479
	Iteration 97Q: 3 clusters Score -1.227299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -12272990.000000 Penalty: 3733.115479
	Iteration 98Q: 3 clusters Score -1.227299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -12272986.000000 Penalty: 3733.115479
	Iteration 99Q: 3 clusters Score -1.227299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -12272979.000000 Penalty: 3733.115479
	Iteration 100F: 3 clusters Score -1.227298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -12272973.000000 Penalty: 3733.115479
	Iteration 101Q: 3 clusters Score -1.227297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -12272967.000000 Penalty: 3733.115479
	Iteration 102Q: 3 clusters Score -1.227297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
Score: -12272981.000000 Penalty: 3733.115479
	Iteration 103Q: 3 clusters Score -1.227298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 95447 members 
Entering Unmasked Estep 
Score: -12272973.000000 Penalty: 3733.115479
	Iteration 104Q: 3 clusters Score -1.227297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -12272970.000000 Penalty: 3733.115479
	Iteration 105Q: 3 clusters Score -1.227297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -12272973.000000 Penalty: 3733.115479
	Iteration 106Q: 3 clusters Score -1.227297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -12272973.000000 Penalty: 3733.115479
	Iteration 107Q: 3 clusters Score -1.227297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -12272978.000000 Penalty: 3733.115479
	Iteration 108Q: 3 clusters Score -1.227298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -12272980.000000 Penalty: 3733.115479
	Iteration 109Q: 3 clusters Score -1.227298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -12272978.000000 Penalty: 3733.115479
	Iteration 110Q: 3 clusters Score -1.227298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -12272981.000000 Penalty: 3733.115479
	Iteration 111Q: 3 clusters Score -1.227298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -12272979.000000 Penalty: 3733.115479
	Iteration 112Q: 3 clusters Score -1.227298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 95466 members 
Entering Unmasked Estep 
Score: -12272979.000000 Penalty: 3733.115479
	Iteration 113Q: 3 clusters Score -1.227298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -12272968.000000 Penalty: 3733.115479
	Iteration 114Q: 3 clusters Score -1.227297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -12272993.000000 Penalty: 3733.115479
	Iteration 115Q: 3 clusters Score -1.227299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -12272988.000000 Penalty: 3733.115479
	Iteration 116Q: 3 clusters Score -1.227299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -12272985.000000 Penalty: 3733.115479
	Iteration 117Q: 3 clusters Score -1.227298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -12272987.000000 Penalty: 3733.115479
	Iteration 118Q: 3 clusters Score -1.227299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -12272992.000000 Penalty: 3733.115479
	Iteration 119Q: 3 clusters Score -1.227299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -12272986.000000 Penalty: 3733.115479
	Iteration 120F: 3 clusters Score -1.227299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -12272993.000000 Penalty: 3733.115479
	Iteration 121Q: 3 clusters Score -1.227299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -12272994.000000 Penalty: 3733.115479
	Iteration 122Q: 3 clusters Score -1.227299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -12272987.000000 Penalty: 3733.115479
	Iteration 123Q: 3 clusters Score -1.227299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -12272995.000000 Penalty: 3733.115479
	Iteration 124Q: 3 clusters Score -1.2273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -12272998.000000 Penalty: 3733.115479
	Iteration 125Q: 3 clusters Score -1.2273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -12273000.000000 Penalty: 3733.115479
	Iteration 126Q: 3 clusters Score -1.2273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -12273000.000000 Penalty: 3733.115479
	Iteration 127F: 3 clusters Score -1.2273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -163497.703125 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -163497.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -161745.015625 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -161745 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -162072.078125 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -162072.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -162170.578125 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -162170.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -162238.156250 Penalty: 2367.789795
	Iteration 3Q: 3 clusters Score -162238.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -162304.234375 Penalty: 2367.789795
	Iteration 4Q: 3 clusters Score -162304.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -162365.656250 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -162365.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -162413.281250 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -162413.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162496.281250 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -162496.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -162579.343750 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -162579.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -162635.453125 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -162635.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -162689.875000 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -162689.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -162741.750000 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -162741.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -162812.218750 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -162812.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -162878.796875 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -162878.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -162928.468750 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -162928.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -162989.796875 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -162989.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -163023.718750 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -163023.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -163054.750000 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -163054.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -163082.125000 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -163082.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -163104.281250 Penalty: 2367.789795
	Iteration 19Q: 3 clusters Score -163104.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -163152.531250 Penalty: 2367.789795
	Iteration 20F: 3 clusters Score -163152.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -163183.046875 Penalty: 2367.789795
	Iteration 21Q: 3 clusters Score -163183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -163199.328125 Penalty: 2367.789795
	Iteration 22Q: 3 clusters Score -163199.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -163215.203125 Penalty: 2367.789795
	Iteration 23Q: 3 clusters Score -163215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -163224.890625 Penalty: 2367.789795
	Iteration 24Q: 3 clusters Score -163224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -163235.765625 Penalty: 2367.789795
	Iteration 25Q: 3 clusters Score -163235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -163240.921875 Penalty: 2367.789795
	Iteration 26Q: 3 clusters Score -163240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -163242.843750 Penalty: 2367.789795
	Iteration 27Q: 3 clusters Score -163242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -163243.890625 Penalty: 2367.789795
	Iteration 28Q: 3 clusters Score -163243.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -163243.890625 Penalty: 2367.789795
	Iteration 29F: 3 clusters Score -163243.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17046 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92809 members 
Mstep: Class 5 contains 30608 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 88632 members 
Mstep: Class 9 contains 82105 members 
Mstep: Class 10 contains 12367 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 43076 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 15 contains 50805 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 12828 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 12436 members 
Mstep: Class 20 contains 3133 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 90107 members 
Mstep: Class 23 contains 84115 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 3161 members 
Mstep: Class 26 contains 5553 members 
Mstep: Class 27 contains 56634 members 
Mstep: Class 28 contains 1220 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9843 members 
Mstep: Class 34 contains 97393 members 
Mstep: Class 35 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216840.000000 Penalty: 75375.343750
Iteration 159Q: 35 clusters Score -1.022168e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16994 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92793 members 
Mstep: Class 5 contains 30544 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 88575 members 
Mstep: Class 9 contains 82058 members 
Mstep: Class 10 contains 12332 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7875 members 
Mstep: Class 13 contains 43005 members 
Mstep: Class 14 contains 17658 members 
Mstep: Class 15 contains 51147 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 12824 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 13005 members 
Mstep: Class 20 contains 3139 members 
Mstep: Class 21 contains 5315 members 
Mstep: Class 22 contains 90068 members 
Mstep: Class 23 contains 84080 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 3160 members 
Mstep: Class 26 contains 5551 members 
Mstep: Class 27 contains 56128 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9838 members 
Mstep: Class 34 contains 97388 members 
Mstep: Class 35 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216744.000000 Penalty: 75375.343750
Iteration 160F: 35 clusters Score -1.022167e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16936 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92780 members 
Mstep: Class 5 contains 30485 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 88554 members 
Mstep: Class 9 contains 82029 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7876 members 
Mstep: Class 13 contains 42920 members 
Mstep: Class 14 contains 17688 members 
Mstep: Class 15 contains 51490 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 12818 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 13575 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 5316 members 
Mstep: Class 22 contains 89980 members 
Mstep: Class 23 contains 84046 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 5552 members 
Mstep: Class 27 contains 55624 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9835 members 
Mstep: Class 34 contains 97378 members 
Mstep: Class 35 contains 1460 members 
Entering Unmasked Estep 
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Iteration 161Q: 35 clusters Score -1.022167e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16871 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92756 members 
Mstep: Class 5 contains 30437 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 3743 members 
Mstep: Class 8 contains 88501 members 
Mstep: Class 9 contains 81990 members 
Mstep: Class 10 contains 12258 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7878 members 
Mstep: Class 13 contains 42842 members 
Mstep: Class 14 contains 17715 members 
Mstep: Class 15 contains 51825 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 12809 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 14164 members 
Mstep: Class 20 contains 3152 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 89932 members 
Mstep: Class 23 contains 84015 members 
Mstep: Class 24 contains 2302 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 5552 members 
Mstep: Class 27 contains 55095 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9829 members 
Mstep: Class 34 contains 97385 members 
Mstep: Class 35 contains 1462 members 
Entering Unmasked Estep 
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Iteration 162Q: 35 clusters Score -1.022166e+08 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16805 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92713 members 
Mstep: Class 5 contains 30392 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 3743 members 
Mstep: Class 8 contains 88437 members 
Mstep: Class 9 contains 81942 members 
Mstep: Class 10 contains 12224 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7883 members 
Mstep: Class 13 contains 42770 members 
Mstep: Class 14 contains 17729 members 
Mstep: Class 15 contains 52167 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12796 members 
Mstep: Class 18 contains 1799 members 
Mstep: Class 19 contains 14798 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 89913 members 
Mstep: Class 23 contains 83965 members 
Mstep: Class 24 contains 2301 members 
Mstep: Class 25 contains 3158 members 
Mstep: Class 26 contains 5549 members 
Mstep: Class 27 contains 54563 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9825 members 
Mstep: Class 34 contains 97372 members 
Mstep: Class 35 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216656.000000 Penalty: 75375.343750
Iteration 163Q: 35 clusters Score -1.022167e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16742 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92688 members 
Mstep: Class 5 contains 30345 members 
Mstep: Class 6 contains 3474 members 
Mstep: Class 7 contains 3741 members 
Mstep: Class 8 contains 88383 members 
Mstep: Class 9 contains 81895 members 
Mstep: Class 10 contains 12180 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7886 members 
Mstep: Class 13 contains 42703 members 
Mstep: Class 14 contains 17751 members 
Mstep: Class 15 contains 52499 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12787 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 15468 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 89890 members 
Mstep: Class 23 contains 83900 members 
Mstep: Class 24 contains 2301 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 5549 members 
Mstep: Class 27 contains 53974 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9815 members 
Mstep: Class 34 contains 97371 members 
Mstep: Class 35 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 35 clusters Score -1.022168e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16663 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92668 members 
Mstep: Class 5 contains 30317 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 88290 members 
Mstep: Class 9 contains 81893 members 
Mstep: Class 10 contains 12145 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 42642 members 
Mstep: Class 14 contains 17771 members 
Mstep: Class 15 contains 52801 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 12774 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 16152 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 89844 members 
Mstep: Class 23 contains 83835 members 
Mstep: Class 24 contains 2301 members 
Mstep: Class 25 contains 3160 members 
Mstep: Class 26 contains 5550 members 
Mstep: Class 27 contains 53361 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9816 members 
Mstep: Class 34 contains 97396 members 
Mstep: Class 35 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216696.000000 Penalty: 75375.343750
Iteration 165Q: 35 clusters Score -1.022167e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16587 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92619 members 
Mstep: Class 5 contains 30293 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 88228 members 
Mstep: Class 9 contains 81892 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7887 members 
Mstep: Class 13 contains 42575 members 
Mstep: Class 14 contains 17791 members 
Mstep: Class 15 contains 53110 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 1799 members 
Mstep: Class 19 contains 16871 members 
Mstep: Class 20 contains 3190 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 89811 members 
Mstep: Class 23 contains 83752 members 
Mstep: Class 24 contains 2299 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 5551 members 
Mstep: Class 27 contains 52714 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9815 members 
Mstep: Class 34 contains 97420 members 
Mstep: Class 35 contains 1472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216560.000000 Penalty: 75375.343750
Iteration 166Q: 35 clusters Score -1.022166e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16509 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92579 members 
Mstep: Class 5 contains 30269 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 3743 members 
Mstep: Class 8 contains 88151 members 
Mstep: Class 9 contains 81884 members 
Mstep: Class 10 contains 12084 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 42525 members 
Mstep: Class 14 contains 17802 members 
Mstep: Class 15 contains 53399 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 17592 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 89774 members 
Mstep: Class 23 contains 83700 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 3167 members 
Mstep: Class 26 contains 5553 members 
Mstep: Class 27 contains 52031 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9810 members 
Mstep: Class 34 contains 97466 members 
Mstep: Class 35 contains 1472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216664.000000 Penalty: 75375.343750
Iteration 167Q: 35 clusters Score -1.022167e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16413 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92527 members 
Mstep: Class 5 contains 30248 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 88072 members 
Mstep: Class 9 contains 81846 members 
Mstep: Class 10 contains 12055 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7892 members 
Mstep: Class 13 contains 42485 members 
Mstep: Class 14 contains 17816 members 
Mstep: Class 15 contains 53681 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 18319 members 
Mstep: Class 20 contains 3205 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 89761 members 
Mstep: Class 23 contains 83652 members 
Mstep: Class 24 contains 2297 members 
Mstep: Class 25 contains 3171 members 
Mstep: Class 26 contains 5555 members 
Mstep: Class 27 contains 51371 members 
Mstep: Class 28 contains 1220 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9806 members 
Mstep: Class 34 contains 97503 members 
Mstep: Class 35 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216832.000000 Penalty: 75375.343750
Iteration 168Q: 35 clusters Score -1.022168e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16321 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92479 members 
Mstep: Class 5 contains 30236 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 87979 members 
Mstep: Class 9 contains 81800 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7893 members 
Mstep: Class 13 contains 42442 members 
Mstep: Class 14 contains 17829 members 
Mstep: Class 15 contains 53945 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12735 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 19101 members 
Mstep: Class 20 contains 3210 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 89761 members 
Mstep: Class 23 contains 83617 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 5557 members 
Mstep: Class 27 contains 50758 members 
Mstep: Class 28 contains 1221 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9805 members 
Mstep: Class 34 contains 97457 members 
Mstep: Class 35 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217240.000000 Penalty: 75375.343750
Iteration 169Q: 35 clusters Score -1.022172e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16195 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92467 members 
Mstep: Class 5 contains 30234 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 3742 members 
Mstep: Class 8 contains 87848 members 
Mstep: Class 9 contains 81764 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7897 members 
Mstep: Class 13 contains 42402 members 
Mstep: Class 14 contains 17846 members 
Mstep: Class 15 contains 54232 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12729 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 19860 members 
Mstep: Class 20 contains 3211 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 89762 members 
Mstep: Class 23 contains 83562 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5560 members 
Mstep: Class 27 contains 50185 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9797 members 
Mstep: Class 34 contains 97419 members 
Mstep: Class 35 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 35 clusters Score -1.022171e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16076 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92431 members 
Mstep: Class 5 contains 30219 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 87735 members 
Mstep: Class 9 contains 81737 members 
Mstep: Class 10 contains 11940 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7900 members 
Mstep: Class 13 contains 42363 members 
Mstep: Class 14 contains 17860 members 
Mstep: Class 15 contains 54528 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12720 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 20602 members 
Mstep: Class 20 contains 3210 members 
Mstep: Class 21 contains 5337 members 
Mstep: Class 22 contains 89746 members 
Mstep: Class 23 contains 83508 members 
Mstep: Class 24 contains 2292 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5559 members 
Mstep: Class 27 contains 49652 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9794 members 
Mstep: Class 34 contains 97354 members 
Mstep: Class 35 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217280.000000 Penalty: 75375.343750
Iteration 171Q: 35 clusters Score -1.022173e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15959 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92396 members 
Mstep: Class 5 contains 30226 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 87615 members 
Mstep: Class 9 contains 81694 members 
Mstep: Class 10 contains 11908 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 42317 members 
Mstep: Class 14 contains 17878 members 
Mstep: Class 15 contains 54850 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12704 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 21343 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 5343 members 
Mstep: Class 22 contains 89749 members 
Mstep: Class 23 contains 83430 members 
Mstep: Class 24 contains 2287 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5559 members 
Mstep: Class 27 contains 49145 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9792 members 
Mstep: Class 34 contains 97246 members 
Mstep: Class 35 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 35 clusters Score -1.022172e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15842 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92354 members 
Mstep: Class 5 contains 30230 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 87502 members 
Mstep: Class 9 contains 81654 members 
Mstep: Class 10 contains 11880 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 7908 members 
Mstep: Class 13 contains 42267 members 
Mstep: Class 14 contains 17890 members 
Mstep: Class 15 contains 55186 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12686 members 
Mstep: Class 18 contains 1799 members 
Mstep: Class 19 contains 22112 members 
Mstep: Class 20 contains 3225 members 
Mstep: Class 21 contains 5349 members 
Mstep: Class 22 contains 89724 members 
Mstep: Class 23 contains 83347 members 
Mstep: Class 24 contains 2284 members 
Mstep: Class 25 contains 3183 members 
Mstep: Class 26 contains 5560 members 
Mstep: Class 27 contains 48570 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9788 members 
Mstep: Class 34 contains 97193 members 
Mstep: Class 35 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 35 clusters Score -1.022172e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15721 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92307 members 
Mstep: Class 5 contains 30222 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 87413 members 
Mstep: Class 9 contains 81594 members 
Mstep: Class 10 contains 11851 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7919 members 
Mstep: Class 13 contains 42220 members 
Mstep: Class 14 contains 17907 members 
Mstep: Class 15 contains 55495 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12669 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 22875 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 5348 members 
Mstep: Class 22 contains 89699 members 
Mstep: Class 23 contains 83286 members 
Mstep: Class 24 contains 2281 members 
Mstep: Class 25 contains 3183 members 
Mstep: Class 26 contains 5563 members 
Mstep: Class 27 contains 48071 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9783 members 
Mstep: Class 34 contains 97092 members 
Mstep: Class 35 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217280.000000 Penalty: 75375.343750
Iteration 174Q: 35 clusters Score -1.022173e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15607 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92263 members 
Mstep: Class 5 contains 30216 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 87341 members 
Mstep: Class 9 contains 81565 members 
Mstep: Class 10 contains 11818 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7924 members 
Mstep: Class 13 contains 42175 members 
Mstep: Class 14 contains 17927 members 
Mstep: Class 15 contains 55762 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12663 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 23594 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 5348 members 
Mstep: Class 22 contains 89664 members 
Mstep: Class 23 contains 83241 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 3184 members 
Mstep: Class 26 contains 5565 members 
Mstep: Class 27 contains 47635 members 
Mstep: Class 28 contains 1221 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9781 members 
Mstep: Class 34 contains 96948 members 
Mstep: Class 35 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 35 clusters Score -1.022173e+08 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15483 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92221 members 
Mstep: Class 5 contains 30204 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 87280 members 
Mstep: Class 9 contains 81508 members 
Mstep: Class 10 contains 11783 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 42132 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 56056 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 12655 members 
Mstep: Class 18 contains 1801 members 
Mstep: Class 19 contains 24308 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 5355 members 
Mstep: Class 22 contains 89586 members 
Mstep: Class 23 contains 83213 members 
Mstep: Class 24 contains 2275 members 
Mstep: Class 25 contains 3186 members 
Mstep: Class 26 contains 5568 members 
Mstep: Class 27 contains 47217 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 612 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9779 members 
Mstep: Class 34 contains 96807 members 
Mstep: Class 35 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 35 clusters Score -1.022179e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15370 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92167 members 
Mstep: Class 5 contains 30197 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 87206 members 
Mstep: Class 9 contains 81472 members 
Mstep: Class 10 contains 11725 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 42078 members 
Mstep: Class 14 contains 17973 members 
Mstep: Class 15 contains 56342 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 12645 members 
Mstep: Class 18 contains 1801 members 
Mstep: Class 19 contains 24971 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 5358 members 
Mstep: Class 22 contains 89552 members 
Mstep: Class 23 contains 83166 members 
Mstep: Class 24 contains 2273 members 
Mstep: Class 25 contains 3188 members 
Mstep: Class 26 contains 5566 members 
Mstep: Class 27 contains 46887 members 
Mstep: Class 28 contains 1219 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 612 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9778 members 
Mstep: Class 34 contains 96642 members 
Mstep: Class 35 contains 1491 members 
Entering Unmasked Estep 
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Iteration 177Q: 35 clusters Score -1.02218e+08 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92139 members 
Mstep: Class 5 contains 30183 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 3731 members 
Mstep: Class 8 contains 87108 members 
Mstep: Class 9 contains 81430 members 
Mstep: Class 10 contains 11671 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7937 members 
Mstep: Class 13 contains 42028 members 
Mstep: Class 14 contains 17995 members 
Mstep: Class 15 contains 56623 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 12639 members 
Mstep: Class 18 contains 1801 members 
Mstep: Class 19 contains 25581 members 
Mstep: Class 20 contains 3237 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 89542 members 
Mstep: Class 23 contains 83124 members 
Mstep: Class 24 contains 2269 members 
Mstep: Class 25 contains 3189 members 
Mstep: Class 26 contains 5567 members 
Mstep: Class 27 contains 46607 members 
Mstep: Class 28 contains 1220 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 612 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9775 members 
Mstep: Class 34 contains 96470 members 
Mstep: Class 35 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218648.000000 Penalty: 75375.343750
Iteration 178Q: 35 clusters Score -1.022186e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15135 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92151 members 
Mstep: Class 5 contains 30179 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 3725 members 
Mstep: Class 8 contains 87006 members 
Mstep: Class 9 contains 81382 members 
Mstep: Class 10 contains 11610 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7942 members 
Mstep: Class 13 contains 41969 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 56981 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 12632 members 
Mstep: Class 18 contains 1802 members 
Mstep: Class 19 contains 26125 members 
Mstep: Class 20 contains 3235 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 89466 members 
Mstep: Class 23 contains 83058 members 
Mstep: Class 24 contains 2270 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 5567 members 
Mstep: Class 27 contains 46391 members 
Mstep: Class 28 contains 1220 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9771 members 
Mstep: Class 34 contains 96300 members 
Mstep: Class 35 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219056.000000 Penalty: 75375.343750
Iteration 179Q: 35 clusters Score -1.022191e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14991 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92153 members 
Mstep: Class 5 contains 30168 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 86885 members 
Mstep: Class 9 contains 81342 members 
Mstep: Class 10 contains 11553 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7942 members 
Mstep: Class 13 contains 41922 members 
Mstep: Class 14 contains 18030 members 
Mstep: Class 15 contains 57321 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 12626 members 
Mstep: Class 18 contains 1802 members 
Mstep: Class 19 contains 26607 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 5364 members 
Mstep: Class 22 contains 89401 members 
Mstep: Class 23 contains 83007 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 3191 members 
Mstep: Class 26 contains 5568 members 
Mstep: Class 27 contains 46231 members 
Mstep: Class 28 contains 1221 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9763 members 
Mstep: Class 34 contains 96176 members 
Mstep: Class 35 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219464.000000 Penalty: 75375.343750
Iteration 180F: 35 clusters Score -1.022195e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14869 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92125 members 
Mstep: Class 5 contains 30145 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 86785 members 
Mstep: Class 9 contains 81303 members 
Mstep: Class 10 contains 11496 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7946 members 
Mstep: Class 13 contains 41865 members 
Mstep: Class 14 contains 18060 members 
Mstep: Class 15 contains 57684 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 12625 members 
Mstep: Class 18 contains 1802 members 
Mstep: Class 19 contains 27220 members 
Mstep: Class 20 contains 3237 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 89300 members 
Mstep: Class 23 contains 82952 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 5570 members 
Mstep: Class 27 contains 45924 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9758 members 
Mstep: Class 34 contains 96067 members 
Mstep: Class 35 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219544.000000 Penalty: 75375.343750
Iteration 181Q: 35 clusters Score -1.022195e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14759 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92086 members 
Mstep: Class 5 contains 30146 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 3715 members 
Mstep: Class 8 contains 86673 members 
Mstep: Class 9 contains 81272 members 
Mstep: Class 10 contains 11446 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7949 members 
Mstep: Class 13 contains 41808 members 
Mstep: Class 14 contains 18084 members 
Mstep: Class 15 contains 58060 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12618 members 
Mstep: Class 18 contains 1802 members 
Mstep: Class 19 contains 27845 members 
Mstep: Class 20 contains 3240 members 
Mstep: Class 21 contains 5371 members 
Mstep: Class 22 contains 89206 members 
Mstep: Class 23 contains 82882 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 3189 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 45611 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9755 members 
Mstep: Class 34 contains 95927 members 
Mstep: Class 35 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219576.000000 Penalty: 75375.343750
Iteration 182Q: 35 clusters Score -1.022196e+08 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14670 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92040 members 
Mstep: Class 5 contains 30143 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3718 members 
Mstep: Class 8 contains 86550 members 
Mstep: Class 9 contains 81229 members 
Mstep: Class 10 contains 11385 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7948 members 
Mstep: Class 13 contains 41739 members 
Mstep: Class 14 contains 18111 members 
Mstep: Class 15 contains 58406 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12605 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 19 contains 28452 members 
Mstep: Class 20 contains 3243 members 
Mstep: Class 21 contains 5370 members 
Mstep: Class 22 contains 89182 members 
Mstep: Class 23 contains 82813 members 
Mstep: Class 24 contains 2252 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 5577 members 
Mstep: Class 27 contains 45316 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9757 members 
Mstep: Class 34 contains 95775 members 
Mstep: Class 35 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219896.000000 Penalty: 75375.343750
Iteration 183Q: 35 clusters Score -1.022199e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14586 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 92010 members 
Mstep: Class 5 contains 30127 members 
Mstep: Class 6 contains 3486 members 
Mstep: Class 7 contains 3720 members 
Mstep: Class 8 contains 86399 members 
Mstep: Class 9 contains 81165 members 
Mstep: Class 10 contains 11323 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7948 members 
Mstep: Class 13 contains 41674 members 
Mstep: Class 14 contains 18135 members 
Mstep: Class 15 contains 58746 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12595 members 
Mstep: Class 18 contains 1805 members 
Mstep: Class 19 contains 29065 members 
Mstep: Class 20 contains 3252 members 
Mstep: Class 21 contains 5372 members 
Mstep: Class 22 contains 89165 members 
Mstep: Class 23 contains 82777 members 
Mstep: Class 24 contains 2245 members 
Mstep: Class 25 contains 3192 members 
Mstep: Class 26 contains 5576 members 
Mstep: Class 27 contains 45035 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9751 members 
Mstep: Class 34 contains 95613 members 
Mstep: Class 35 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220160.000000 Penalty: 75375.343750
Iteration 184Q: 35 clusters Score -1.022202e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14492 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91979 members 
Mstep: Class 5 contains 30124 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 3723 members 
Mstep: Class 8 contains 86230 members 
Mstep: Class 9 contains 81091 members 
Mstep: Class 10 contains 11275 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7951 members 
Mstep: Class 13 contains 41621 members 
Mstep: Class 14 contains 18150 members 
Mstep: Class 15 contains 59120 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12594 members 
Mstep: Class 18 contains 1805 members 
Mstep: Class 19 contains 29669 members 
Mstep: Class 20 contains 3251 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 89139 members 
Mstep: Class 23 contains 82737 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 5578 members 
Mstep: Class 27 contains 44761 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9746 members 
Mstep: Class 34 contains 95443 members 
Mstep: Class 35 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220752.000000 Penalty: 75375.343750
Iteration 185Q: 35 clusters Score -1.022208e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14388 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91954 members 
Mstep: Class 5 contains 30088 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 3726 members 
Mstep: Class 8 contains 86101 members 
Mstep: Class 9 contains 81050 members 
Mstep: Class 10 contains 11210 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7956 members 
Mstep: Class 13 contains 41565 members 
Mstep: Class 14 contains 18175 members 
Mstep: Class 15 contains 59503 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12586 members 
Mstep: Class 18 contains 1806 members 
Mstep: Class 19 contains 30268 members 
Mstep: Class 20 contains 3252 members 
Mstep: Class 21 contains 5376 members 
Mstep: Class 22 contains 89056 members 
Mstep: Class 23 contains 82695 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 5579 members 
Mstep: Class 27 contains 44487 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9742 members 
Mstep: Class 34 contains 95295 members 
Mstep: Class 35 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220768.000000 Penalty: 75375.343750
Iteration 186Q: 35 clusters Score -1.022208e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14271 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91922 members 
Mstep: Class 5 contains 30046 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 3726 members 
Mstep: Class 8 contains 85954 members 
Mstep: Class 9 contains 81018 members 
Mstep: Class 10 contains 11159 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7961 members 
Mstep: Class 13 contains 41504 members 
Mstep: Class 14 contains 18199 members 
Mstep: Class 15 contains 59859 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12579 members 
Mstep: Class 18 contains 1807 members 
Mstep: Class 19 contains 30871 members 
Mstep: Class 20 contains 3252 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 89047 members 
Mstep: Class 23 contains 82635 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 5576 members 
Mstep: Class 27 contains 44211 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9739 members 
Mstep: Class 34 contains 95147 members 
Mstep: Class 35 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221136.000000 Penalty: 75375.343750
Iteration 187Q: 35 clusters Score -1.022211e+08 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14167 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91889 members 
Mstep: Class 5 contains 29998 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 3725 members 
Mstep: Class 8 contains 85790 members 
Mstep: Class 9 contains 80995 members 
Mstep: Class 10 contains 11117 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7971 members 
Mstep: Class 13 contains 41443 members 
Mstep: Class 14 contains 18216 members 
Mstep: Class 15 contains 60241 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12573 members 
Mstep: Class 18 contains 1808 members 
Mstep: Class 19 contains 31479 members 
Mstep: Class 20 contains 3255 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 89025 members 
Mstep: Class 23 contains 82574 members 
Mstep: Class 24 contains 2217 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 5577 members 
Mstep: Class 27 contains 43957 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9737 members 
Mstep: Class 34 contains 94955 members 
Mstep: Class 35 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221496.000000 Penalty: 75375.343750
Iteration 188Q: 35 clusters Score -1.022215e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14052 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91839 members 
Mstep: Class 5 contains 29950 members 
Mstep: Class 6 contains 3469 members 
Mstep: Class 7 contains 3726 members 
Mstep: Class 8 contains 85620 members 
Mstep: Class 9 contains 80946 members 
Mstep: Class 10 contains 11071 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7976 members 
Mstep: Class 13 contains 41379 members 
Mstep: Class 14 contains 18244 members 
Mstep: Class 15 contains 60632 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12563 members 
Mstep: Class 18 contains 1809 members 
Mstep: Class 19 contains 32098 members 
Mstep: Class 20 contains 3258 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 89047 members 
Mstep: Class 23 contains 82513 members 
Mstep: Class 24 contains 2212 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 5578 members 
Mstep: Class 27 contains 43689 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9734 members 
Mstep: Class 34 contains 94783 members 
Mstep: Class 35 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221880.000000 Penalty: 75375.343750
Iteration 189Q: 35 clusters Score -1.022219e+08 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13935 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91799 members 
Mstep: Class 5 contains 29910 members 
Mstep: Class 6 contains 3469 members 
Mstep: Class 7 contains 3725 members 
Mstep: Class 8 contains 85428 members 
Mstep: Class 9 contains 80902 members 
Mstep: Class 10 contains 11034 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 41331 members 
Mstep: Class 14 contains 18269 members 
Mstep: Class 15 contains 61031 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12556 members 
Mstep: Class 18 contains 1811 members 
Mstep: Class 19 contains 32755 members 
Mstep: Class 20 contains 3256 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 89080 members 
Mstep: Class 23 contains 82417 members 
Mstep: Class 24 contains 2211 members 
Mstep: Class 25 contains 3192 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 43435 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9730 members 
Mstep: Class 34 contains 94545 members 
Mstep: Class 35 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222504.000000 Penalty: 75375.343750
Iteration 190Q: 35 clusters Score -1.022225e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13810 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91741 members 
Mstep: Class 5 contains 29865 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 7 contains 3728 members 
Mstep: Class 8 contains 85241 members 
Mstep: Class 9 contains 80872 members 
Mstep: Class 10 contains 11005 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7982 members 
Mstep: Class 13 contains 41276 members 
Mstep: Class 14 contains 18288 members 
Mstep: Class 15 contains 61447 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12548 members 
Mstep: Class 18 contains 1813 members 
Mstep: Class 19 contains 33401 members 
Mstep: Class 20 contains 3256 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 89099 members 
Mstep: Class 23 contains 82309 members 
Mstep: Class 24 contains 2208 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 43217 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9730 members 
Mstep: Class 34 contains 94306 members 
Mstep: Class 35 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223024.000000 Penalty: 75375.343750
Iteration 191Q: 35 clusters Score -1.02223e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13663 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91687 members 
Mstep: Class 5 contains 29830 members 
Mstep: Class 6 contains 3467 members 
Mstep: Class 7 contains 3729 members 
Mstep: Class 8 contains 85042 members 
Mstep: Class 9 contains 80854 members 
Mstep: Class 10 contains 10969 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7987 members 
Mstep: Class 13 contains 41223 members 
Mstep: Class 14 contains 18309 members 
Mstep: Class 15 contains 61849 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12537 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 34005 members 
Mstep: Class 20 contains 3255 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 89075 members 
Mstep: Class 23 contains 82233 members 
Mstep: Class 24 contains 2207 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 43048 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9733 members 
Mstep: Class 34 contains 94085 members 
Mstep: Class 35 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223296.000000 Penalty: 75375.343750
Iteration 192Q: 35 clusters Score -1.022233e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13534 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91648 members 
Mstep: Class 5 contains 29780 members 
Mstep: Class 6 contains 3464 members 
Mstep: Class 7 contains 3726 members 
Mstep: Class 8 contains 84851 members 
Mstep: Class 9 contains 80827 members 
Mstep: Class 10 contains 10920 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7987 members 
Mstep: Class 13 contains 41164 members 
Mstep: Class 14 contains 18334 members 
Mstep: Class 15 contains 62262 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12533 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 34597 members 
Mstep: Class 20 contains 3256 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 89051 members 
Mstep: Class 23 contains 82166 members 
Mstep: Class 24 contains 2205 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 42901 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9734 members 
Mstep: Class 34 contains 93838 members 
Mstep: Class 35 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223904.000000 Penalty: 75375.343750
Iteration 193Q: 35 clusters Score -1.022239e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13423 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91625 members 
Mstep: Class 5 contains 29729 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 3724 members 
Mstep: Class 8 contains 84650 members 
Mstep: Class 9 contains 80802 members 
Mstep: Class 10 contains 10864 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7993 members 
Mstep: Class 13 contains 41108 members 
Mstep: Class 14 contains 18371 members 
Mstep: Class 15 contains 62664 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12519 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 35204 members 
Mstep: Class 20 contains 3256 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 89055 members 
Mstep: Class 23 contains 82079 members 
Mstep: Class 24 contains 2201 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 42742 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9734 members 
Mstep: Class 34 contains 93572 members 
Mstep: Class 35 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224560.000000 Penalty: 75375.343750
Iteration 194Q: 35 clusters Score -1.022246e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13317 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91598 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 3720 members 
Mstep: Class 8 contains 84424 members 
Mstep: Class 9 contains 80775 members 
Mstep: Class 10 contains 10810 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 7997 members 
Mstep: Class 13 contains 41049 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 15 contains 63084 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12508 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 35812 members 
Mstep: Class 20 contains 3260 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 89076 members 
Mstep: Class 23 contains 81996 members 
Mstep: Class 24 contains 2196 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 42561 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9734 members 
Mstep: Class 34 contains 93318 members 
Mstep: Class 35 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 195Q: 35 clusters Score -1.02225e+08 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13213 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91533 members 
Mstep: Class 5 contains 29640 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 3721 members 
Mstep: Class 8 contains 84196 members 
Mstep: Class 9 contains 80746 members 
Mstep: Class 10 contains 10749 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8005 members 
Mstep: Class 13 contains 40991 members 
Mstep: Class 14 contains 18443 members 
Mstep: Class 15 contains 63491 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12495 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 36384 members 
Mstep: Class 20 contains 3261 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 89120 members 
Mstep: Class 23 contains 81934 members 
Mstep: Class 24 contains 2192 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 42348 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9732 members 
Mstep: Class 34 contains 93114 members 
Mstep: Class 35 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225400.000000 Penalty: 75375.343750
Iteration 196Q: 35 clusters Score -1.022254e+08 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13100 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91486 members 
Mstep: Class 5 contains 29614 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 3718 members 
Mstep: Class 8 contains 83968 members 
Mstep: Class 9 contains 80723 members 
Mstep: Class 10 contains 10696 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 40925 members 
Mstep: Class 14 contains 18475 members 
Mstep: Class 15 contains 63893 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12487 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 37001 members 
Mstep: Class 20 contains 3260 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 89164 members 
Mstep: Class 23 contains 81864 members 
Mstep: Class 24 contains 2191 members 
Mstep: Class 25 contains 3189 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 42117 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9731 members 
Mstep: Class 34 contains 92887 members 
Mstep: Class 35 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226032.000000 Penalty: 75375.343750
Iteration 197Q: 35 clusters Score -1.02226e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12992 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91440 members 
Mstep: Class 5 contains 29575 members 
Mstep: Class 6 contains 3446 members 
Mstep: Class 7 contains 3718 members 
Mstep: Class 8 contains 83764 members 
Mstep: Class 9 contains 80684 members 
Mstep: Class 10 contains 10642 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8018 members 
Mstep: Class 13 contains 40840 members 
Mstep: Class 14 contains 18503 members 
Mstep: Class 15 contains 64308 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12484 members 
Mstep: Class 18 contains 1813 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 3260 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 89194 members 
Mstep: Class 23 contains 81785 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 3186 members 
Mstep: Class 26 contains 5577 members 
Mstep: Class 27 contains 41916 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9731 members 
Mstep: Class 34 contains 92639 members 
Mstep: Class 35 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226728.000000 Penalty: 75375.343750
Iteration 198Q: 35 clusters Score -1.022267e+08 nChanged 3130
Entering ConstructFrom: 
Score: -102226728.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -43005.171875 Penalty: 987.989136
	Iteration 0F: 2 clusters Score -43005.17 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 217 members 
Entering Unmasked Estep 
Score: -42081.785156 Penalty: 1975.978271
	Iteration 0F: 3 clusters Score -42081.79 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42412.648438 Penalty: 1975.978271
	Iteration 1F: 3 clusters Score -42412.65 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42674.761719 Penalty: 1975.978271
	Iteration 2F: 3 clusters Score -42674.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42837.031250 Penalty: 1975.978271
	Iteration 3F: 3 clusters Score -42837.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42911.050781 Penalty: 1975.978271
	Iteration 4Q: 3 clusters Score -42911.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42950.699219 Penalty: 1975.978271
	Iteration 5Q: 3 clusters Score -42950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42955.265625 Penalty: 1975.978271
	Iteration 6Q: 3 clusters Score -42955.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42960.589844 Penalty: 1975.978271
	Iteration 7Q: 3 clusters Score -42960.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42960.589844 Penalty: 1975.978271
	Iteration 8F: 3 clusters Score -42960.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Entering Unmasked Estep 
Score: -1593743.375000 Penalty: 1537.782349
	Iteration 0F: 2 clusters Score -1593743 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 6466 members 
Entering Unmasked Estep 
Score: -1584845.875000 Penalty: 3075.564697
	Iteration 0F: 3 clusters Score -1584846 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1587845.125000 Penalty: 3075.564697
	Iteration 1F: 3 clusters Score -1587845 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1588069.125000 Penalty: 3075.564697
	Iteration 2F: 3 clusters Score -1588069 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1588232.125000 Penalty: 3075.564697
	Iteration 3Q: 3 clusters Score -1588232 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1588338.125000 Penalty: 3075.564697
	Iteration 4Q: 3 clusters Score -1588338 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1588414.500000 Penalty: 3075.564697
	Iteration 5Q: 3 clusters Score -1588414 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1588483.000000 Penalty: 3075.564697
	Iteration 6Q: 3 clusters Score -1588483 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1588546.000000 Penalty: 3075.564697
	Iteration 7Q: 3 clusters Score -1588546 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1588597.625000 Penalty: 3075.564697
	Iteration 8Q: 3 clusters Score -1588598 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1588661.250000 Penalty: 3075.564697
	Iteration 9Q: 3 clusters Score -1588661 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1588721.500000 Penalty: 3075.564697
	Iteration 10Q: 3 clusters Score -1588722 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1588797.375000 Penalty: 3075.564697
	Iteration 11Q: 3 clusters Score -1588797 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1588874.250000 Penalty: 3075.564697
	Iteration 12Q: 3 clusters Score -1588874 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1588993.500000 Penalty: 3075.564697
	Iteration 13Q: 3 clusters Score -1588994 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1589130.875000 Penalty: 3075.564697
	Iteration 14Q: 3 clusters Score -1589131 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1589304.625000 Penalty: 3075.564697
	Iteration 15Q: 3 clusters Score -1589305 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1589530.125000 Penalty: 3075.564697
	Iteration 16Q: 3 clusters Score -1589530 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1589812.750000 Penalty: 3075.564697
	Iteration 17Q: 3 clusters Score -1589813 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1590065.750000 Penalty: 3075.564697
	Iteration 18Q: 3 clusters Score -1590066 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1590283.875000 Penalty: 3075.564697
	Iteration 19Q: 3 clusters Score -1590284 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1590436.125000 Penalty: 3075.564697
	Iteration 20F: 3 clusters Score -1590436 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1590523.375000 Penalty: 3075.564697
	Iteration 21Q: 3 clusters Score -1590523 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1590595.625000 Penalty: 3075.564697
	Iteration 22Q: 3 clusters Score -1590596 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1590667.500000 Penalty: 3075.564697
	Iteration 23Q: 3 clusters Score -1590668 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1590724.000000 Penalty: 3075.564697
	Iteration 24Q: 3 clusters Score -1590724 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1590773.875000 Penalty: 3075.564697
	Iteration 25Q: 3 clusters Score -1590774 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1590833.500000 Penalty: 3075.564697
	Iteration 26Q: 3 clusters Score -1590834 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1590893.250000 Penalty: 3075.564697
	Iteration 27Q: 3 clusters Score -1590893 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1590949.000000 Penalty: 3075.564697
	Iteration 28Q: 3 clusters Score -1590949 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1591020.625000 Penalty: 3075.564697
	Iteration 29Q: 3 clusters Score -1591021 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1591084.750000 Penalty: 3075.564697
	Iteration 30Q: 3 clusters Score -1591085 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1591141.750000 Penalty: 3075.564697
	Iteration 31Q: 3 clusters Score -1591142 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1591210.500000 Penalty: 3075.564697
	Iteration 32Q: 3 clusters Score -1591210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1591275.750000 Penalty: 3075.564697
	Iteration 33Q: 3 clusters Score -1591276 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1591360.500000 Penalty: 3075.564697
	Iteration 34Q: 3 clusters Score -1591360 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1591437.250000 Penalty: 3075.564697
	Iteration 35Q: 3 clusters Score -1591437 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1591510.875000 Penalty: 3075.564697
	Iteration 36Q: 3 clusters Score -1591511 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1591575.250000 Penalty: 3075.564697
	Iteration 37Q: 3 clusters Score -1591575 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1591657.750000 Penalty: 3075.564697
	Iteration 38Q: 3 clusters Score -1591658 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1591740.000000 Penalty: 3075.564697
	Iteration 39Q: 3 clusters Score -1591740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1591813.750000 Penalty: 3075.564697
	Iteration 40F: 3 clusters Score -1591814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1591895.250000 Penalty: 3075.564697
	Iteration 41Q: 3 clusters Score -1591895 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1591980.750000 Penalty: 3075.564697
	Iteration 42Q: 3 clusters Score -1591981 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1592059.625000 Penalty: 3075.564697
	Iteration 43Q: 3 clusters Score -1592060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1592125.750000 Penalty: 3075.564697
	Iteration 44Q: 3 clusters Score -1592126 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1592190.625000 Penalty: 3075.564697
	Iteration 45Q: 3 clusters Score -1592191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1592258.625000 Penalty: 3075.564697
	Iteration 46Q: 3 clusters Score -1592259 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1592309.000000 Penalty: 3075.564697
	Iteration 47Q: 3 clusters Score -1592309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1592343.625000 Penalty: 3075.564697
	Iteration 48Q: 3 clusters Score -1592344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1592364.125000 Penalty: 3075.564697
	Iteration 49Q: 3 clusters Score -1592364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1592375.875000 Penalty: 3075.564697
	Iteration 50Q: 3 clusters Score -1592376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1592391.250000 Penalty: 3075.564697
	Iteration 51Q: 3 clusters Score -1592391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1592400.250000 Penalty: 3075.564697
	Iteration 52Q: 3 clusters Score -1592400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1592407.250000 Penalty: 3075.564697
	Iteration 53Q: 3 clusters Score -1592407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1592418.625000 Penalty: 3075.564697
	Iteration 54Q: 3 clusters Score -1592419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1592423.625000 Penalty: 3075.564697
	Iteration 55Q: 3 clusters Score -1592424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1592427.125000 Penalty: 3075.564697
	Iteration 56Q: 3 clusters Score -1592427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1592432.000000 Penalty: 3075.564697
	Iteration 57Q: 3 clusters Score -1592432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1592431.875000 Penalty: 3075.564697
	Iteration 58Q: 3 clusters Score -1592432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1592432.625000 Penalty: 3075.564697
	Iteration 59Q: 3 clusters Score -1592433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1592432.625000 Penalty: 3075.564697
	Iteration 60F: 3 clusters Score -1592433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -39463.886719 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -39463.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38610.085938 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -38610.09 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38913.921875 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -38913.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39075.089844 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -39075.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39216.691406 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -39216.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -39293.539062 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -39293.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39357.523438 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -39357.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39438.617188 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -39438.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39489.308594 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -39489.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39521.375000 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -39521.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39539.425781 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -39539.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39542.468750 Penalty: 1959.190430
	Iteration 10Q: 3 clusters Score -39542.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39552.109375 Penalty: 1959.190430
	Iteration 11Q: 3 clusters Score -39552.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39561.457031 Penalty: 1959.190430
	Iteration 12Q: 3 clusters Score -39561.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39565.503906 Penalty: 1959.190430
	Iteration 13Q: 3 clusters Score -39565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39569.062500 Penalty: 1959.190430
	Iteration 14Q: 3 clusters Score -39569.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39570.847656 Penalty: 1959.190430
	Iteration 15Q: 3 clusters Score -39570.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39572.144531 Penalty: 1959.190430
	Iteration 16Q: 3 clusters Score -39572.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39575.035156 Penalty: 1959.190430
	Iteration 17Q: 3 clusters Score -39575.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39578.394531 Penalty: 1959.190430
	Iteration 18Q: 3 clusters Score -39578.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39578.394531 Penalty: 1959.190430
	Iteration 19F: 3 clusters Score -39578.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12878 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 91417 members 
Mstep: Class 5 contains 29553 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 7 contains 3717 members 
Mstep: Class 8 contains 83571 members 
Mstep: Class 9 contains 80666 members 
Mstep: Class 10 contains 10600 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8027 members 
Mstep: Class 13 contains 40743 members 
Mstep: Class 14 contains 18532 members 
Mstep: Class 15 contains 64686 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12472 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 19 contains 38196 members 
Mstep: Class 20 contains 3262 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 89249 members 
Mstep: Class 23 contains 81692 members 
Mstep: Class 24 contains 2181 members 
Mstep: Class 25 contains 3185 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 41770 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9729 members 
Mstep: Class 33 contains 171 members 
Mstep: Class 34 contains 92382 members 
Mstep: Class 35 contains 1519 members 
Entering Unmasked Estep 
Score: -102226096.000000 Penalty: 77592.265625
Splitting cluster 3 changes total score from -102226728.000000 to -102226096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (91417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Entering Unmasked Estep 
Score: -11246032.000000 Penalty: 1856.267822
	Iteration 0F: 2 clusters Score -1.124603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -11185321.000000 Penalty: 3712.535645
	Iteration 0F: 3 clusters Score -1.118532e+07 nChanged 43756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -11211147.000000 Penalty: 3712.535645
	Iteration 1F: 3 clusters Score -1.121115e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -11211642.000000 Penalty: 3712.535645
	Iteration 2Q: 3 clusters Score -1.121164e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -11212439.000000 Penalty: 3712.535645
	Iteration 3Q: 3 clusters Score -1.121244e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -11213720.000000 Penalty: 3712.535645
	Iteration 4Q: 3 clusters Score -1.121372e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -11216098.000000 Penalty: 3712.535645
	Iteration 5F: 3 clusters Score -1.12161e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -11220470.000000 Penalty: 3712.535645
	Iteration 6F: 3 clusters Score -1.122047e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 73921 members 
Entering Unmasked Estep 
Score: -11227423.000000 Penalty: 3712.535645
	Iteration 7F: 3 clusters Score -1.122742e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -11235217.000000 Penalty: 3712.535645
	Iteration 8F: 3 clusters Score -1.123522e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 87327 members 
Entering Unmasked Estep 
Score: -11240972.000000 Penalty: 3712.535645
	Iteration 9F: 3 clusters Score -1.124097e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -11243332.000000 Penalty: 3712.535645
	Iteration 10Q: 3 clusters Score -1.124333e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -11244063.000000 Penalty: 3712.535645
	Iteration 11Q: 3 clusters Score -1.124406e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -11244266.000000 Penalty: 3712.535645
	Iteration 12Q: 3 clusters Score -1.124427e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -11244343.000000 Penalty: 3712.535645
	Iteration 13Q: 3 clusters Score -1.124434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 91251 members 
Entering Unmasked Estep 
Score: -11244380.000000 Penalty: 3712.535645
	Iteration 14Q: 3 clusters Score -1.124438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -11244402.000000 Penalty: 3712.535645
	Iteration 15Q: 3 clusters Score -1.12444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -11244417.000000 Penalty: 3712.535645
	Iteration 16Q: 3 clusters Score -1.124442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -11244427.000000 Penalty: 3712.535645
	Iteration 17Q: 3 clusters Score -1.124443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -11244425.000000 Penalty: 3712.535645
	Iteration 18Q: 3 clusters Score -1.124442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
Score: -11244432.000000 Penalty: 3712.535645
	Iteration 19Q: 3 clusters Score -1.124443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 91279 members 
Entering Unmasked Estep 
Score: -11244430.000000 Penalty: 3712.535645
	Iteration 20F: 3 clusters Score -1.124443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -11244442.000000 Penalty: 3712.535645
	Iteration 21Q: 3 clusters Score -1.124444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 91282 members 
Entering Unmasked Estep 
Score: -11244440.000000 Penalty: 3712.535645
	Iteration 22Q: 3 clusters Score -1.124444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -11244446.000000 Penalty: 3712.535645
	Iteration 23Q: 3 clusters Score -1.124445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -11244446.000000 Penalty: 3712.535645
	Iteration 24F: 3 clusters Score -1.124445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Entering Unmasked Estep 
Score: -3651652.000000 Penalty: 1672.765381
	Iteration 0F: 2 clusters Score -3651652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3631788.500000 Penalty: 3345.530762
	Iteration 0F: 3 clusters Score -3631788 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3639503.500000 Penalty: 3345.530762
	Iteration 1F: 3 clusters Score -3639504 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3639931.500000 Penalty: 3345.530762
	Iteration 2Q: 3 clusters Score -3639932 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3640400.000000 Penalty: 3345.530762
	Iteration 3Q: 3 clusters Score -3640400 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3640978.750000 Penalty: 3345.530762
	Iteration 4Q: 3 clusters Score -3640979 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3641682.500000 Penalty: 3345.530762
	Iteration 5Q: 3 clusters Score -3641682 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3642621.250000 Penalty: 3345.530762
	Iteration 6F: 3 clusters Score -3642621 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3643722.500000 Penalty: 3345.530762
	Iteration 7F: 3 clusters Score -3643722 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3644863.750000 Penalty: 3345.530762
	Iteration 8F: 3 clusters Score -3644864 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3645918.750000 Penalty: 3345.530762
	Iteration 9F: 3 clusters Score -3645919 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3646633.250000 Penalty: 3345.530762
	Iteration 10Q: 3 clusters Score -3646633 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3647086.500000 Penalty: 3345.530762
	Iteration 11Q: 3 clusters Score -3647086 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3647371.000000 Penalty: 3345.530762
	Iteration 12Q: 3 clusters Score -3647371 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3647603.500000 Penalty: 3345.530762
	Iteration 13Q: 3 clusters Score -3647604 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3647795.750000 Penalty: 3345.530762
	Iteration 14Q: 3 clusters Score -3647796 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3648000.250000 Penalty: 3345.530762
	Iteration 15Q: 3 clusters Score -3648000 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3648167.750000 Penalty: 3345.530762
	Iteration 16Q: 3 clusters Score -3648168 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3648331.000000 Penalty: 3345.530762
	Iteration 17Q: 3 clusters Score -3648331 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3648495.250000 Penalty: 3345.530762
	Iteration 18Q: 3 clusters Score -3648495 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3648643.500000 Penalty: 3345.530762
	Iteration 19Q: 3 clusters Score -3648644 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3648756.500000 Penalty: 3345.530762
	Iteration 20F: 3 clusters Score -3648756 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3648883.250000 Penalty: 3345.530762
	Iteration 21Q: 3 clusters Score -3648883 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3648946.500000 Penalty: 3345.530762
	Iteration 22Q: 3 clusters Score -3648946 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3649027.000000 Penalty: 3345.530762
	Iteration 23Q: 3 clusters Score -3649027 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3649100.250000 Penalty: 3345.530762
	Iteration 24Q: 3 clusters Score -3649100 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3649171.000000 Penalty: 3345.530762
	Iteration 25Q: 3 clusters Score -3649171 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3649230.750000 Penalty: 3345.530762
	Iteration 26Q: 3 clusters Score -3649231 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -3649301.500000 Penalty: 3345.530762
	Iteration 27Q: 3 clusters Score -3649302 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3649346.750000 Penalty: 3345.530762
	Iteration 28Q: 3 clusters Score -3649347 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3649374.000000 Penalty: 3345.530762
	Iteration 29Q: 3 clusters Score -3649374 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3649414.500000 Penalty: 3345.530762
	Iteration 30Q: 3 clusters Score -3649414 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3649428.500000 Penalty: 3345.530762
	Iteration 31Q: 3 clusters Score -3649428 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -3649451.000000 Penalty: 3345.530762
	Iteration 32Q: 3 clusters Score -3649451 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3649487.250000 Penalty: 3345.530762
	Iteration 33Q: 3 clusters Score -3649487 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3649519.250000 Penalty: 3345.530762
	Iteration 34Q: 3 clusters Score -3649519 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3649545.500000 Penalty: 3345.530762
	Iteration 35Q: 3 clusters Score -3649546 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3649580.000000 Penalty: 3345.530762
	Iteration 36Q: 3 clusters Score -3649580 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3649612.250000 Penalty: 3345.530762
	Iteration 37Q: 3 clusters Score -3649612 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3649654.500000 Penalty: 3345.530762
	Iteration 38Q: 3 clusters Score -3649654 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3649682.250000 Penalty: 3345.530762
	Iteration 39Q: 3 clusters Score -3649682 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3649714.750000 Penalty: 3345.530762
	Iteration 40F: 3 clusters Score -3649715 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3649743.750000 Penalty: 3345.530762
	Iteration 41Q: 3 clusters Score -3649744 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3649786.000000 Penalty: 3345.530762
	Iteration 42Q: 3 clusters Score -3649786 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3649816.750000 Penalty: 3345.530762
	Iteration 43Q: 3 clusters Score -3649817 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3649834.500000 Penalty: 3345.530762
	Iteration 44Q: 3 clusters Score -3649834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3649868.000000 Penalty: 3345.530762
	Iteration 45Q: 3 clusters Score -3649868 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3649889.250000 Penalty: 3345.530762
	Iteration 46Q: 3 clusters Score -3649889 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3649914.000000 Penalty: 3345.530762
	Iteration 47Q: 3 clusters Score -3649914 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3649939.250000 Penalty: 3345.530762
	Iteration 48Q: 3 clusters Score -3649939 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3649958 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3649981.750000 Penalty: 3345.530762
	Iteration 50Q: 3 clusters Score -3649982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3649999.000000 Penalty: 3345.530762
	Iteration 51Q: 3 clusters Score -3649999 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3650008.000000 Penalty: 3345.530762
	Iteration 52Q: 3 clusters Score -3650008 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3650048.250000 Penalty: 3345.530762
	Iteration 53Q: 3 clusters Score -3650048 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3650070.750000 Penalty: 3345.530762
	Iteration 54Q: 3 clusters Score -3650071 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3650093.000000 Penalty: 3345.530762
	Iteration 55Q: 3 clusters Score -3650093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3650103.500000 Penalty: 3345.530762
	Iteration 56Q: 3 clusters Score -3650104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3650109.750000 Penalty: 3345.530762
	Iteration 57Q: 3 clusters Score -3650110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3650122.750000 Penalty: 3345.530762
	Iteration 58Q: 3 clusters Score -3650123 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3650135.000000 Penalty: 3345.530762
	Iteration 59Q: 3 clusters Score -3650135 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3650144.000000 Penalty: 3345.530762
	Iteration 60F: 3 clusters Score -3650144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3650155.000000 Penalty: 3345.530762
	Iteration 61Q: 3 clusters Score -3650155 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3650151.500000 Penalty: 3345.530762
	Iteration 62Q: 3 clusters Score -3650152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3650161.500000 Penalty: 3345.530762
	Iteration 63Q: 3 clusters Score -3650162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3650172.750000 Penalty: 3345.530762
	Iteration 64Q: 3 clusters Score -3650173 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3650195.000000 Penalty: 3345.530762
	Iteration 65Q: 3 clusters Score -3650195 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3650202.750000 Penalty: 3345.530762
	Iteration 66Q: 3 clusters Score -3650203 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3650222.500000 Penalty: 3345.530762
	Iteration 67Q: 3 clusters Score -3650222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3650221.000000 Penalty: 3345.530762
	Iteration 68Q: 3 clusters Score -3650221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3650236.500000 Penalty: 3345.530762
	Iteration 69Q: 3 clusters Score -3650236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3650236.500000 Penalty: 3345.530762
	Iteration 70Q: 3 clusters Score -3650236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3650249.000000 Penalty: 3345.530762
	Iteration 71Q: 3 clusters Score -3650249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3650266.750000 Penalty: 3345.530762
	Iteration 72Q: 3 clusters Score -3650267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3650277.750000 Penalty: 3345.530762
	Iteration 73Q: 3 clusters Score -3650278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3650290.750000 Penalty: 3345.530762
	Iteration 74Q: 3 clusters Score -3650291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3650301.250000 Penalty: 3345.530762
	Iteration 75Q: 3 clusters Score -3650301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3650312.750000 Penalty: 3345.530762
	Iteration 76Q: 3 clusters Score -3650313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3650320.750000 Penalty: 3345.530762
	Iteration 77Q: 3 clusters Score -3650321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3650319.500000 Penalty: 3345.530762
	Iteration 78Q: 3 clusters Score -3650320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3650330.750000 Penalty: 3345.530762
	Iteration 79Q: 3 clusters Score -3650331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3650341.500000 Penalty: 3345.530762
	Iteration 80F: 3 clusters Score -3650342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3650349.500000 Penalty: 3345.530762
	Iteration 81Q: 3 clusters Score -3650350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3650360.250000 Penalty: 3345.530762
	Iteration 82Q: 3 clusters Score -3650360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3650363.500000 Penalty: 3345.530762
	Iteration 83Q: 3 clusters Score -3650364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3650364.750000 Penalty: 3345.530762
	Iteration 84Q: 3 clusters Score -3650365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3650373.250000 Penalty: 3345.530762
	Iteration 85Q: 3 clusters Score -3650373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3650376.500000 Penalty: 3345.530762
	Iteration 86Q: 3 clusters Score -3650376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3650381.500000 Penalty: 3345.530762
	Iteration 87Q: 3 clusters Score -3650382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3650385.000000 Penalty: 3345.530762
	Iteration 88Q: 3 clusters Score -3650385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3650381.750000 Penalty: 3345.530762
	Iteration 89Q: 3 clusters Score -3650382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3650392.250000 Penalty: 3345.530762
	Iteration 90Q: 3 clusters Score -3650392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3650390.000000 Penalty: 3345.530762
	Iteration 91Q: 3 clusters Score -3650390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3650394.000000 Penalty: 3345.530762
	Iteration 92Q: 3 clusters Score -3650394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3650396.250000 Penalty: 3345.530762
	Iteration 93Q: 3 clusters Score -3650396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3650387.750000 Penalty: 3345.530762
	Iteration 94Q: 3 clusters Score -3650388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3650392.000000 Penalty: 3345.530762
	Iteration 95Q: 3 clusters Score -3650392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3650389.750000 Penalty: 3345.530762
	Iteration 96Q: 3 clusters Score -3650390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3650393.500000 Penalty: 3345.530762
	Iteration 97Q: 3 clusters Score -3650394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3650400.750000 Penalty: 3345.530762
	Iteration 98Q: 3 clusters Score -3650401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3650401.000000 Penalty: 3345.530762
	Iteration 99Q: 3 clusters Score -3650401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3650403.500000 Penalty: 3345.530762
	Iteration 100F: 3 clusters Score -3650404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3650403.750000 Penalty: 3345.530762
	Iteration 101Q: 3 clusters Score -3650404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3650403.250000 Penalty: 3345.530762
	Iteration 102Q: 3 clusters Score -3650403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3650404.250000 Penalty: 3345.530762
	Iteration 103Q: 3 clusters Score -3650404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3650405.500000 Penalty: 3345.530762
	Iteration 104Q: 3 clusters Score -3650406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3650404.500000 Penalty: 3345.530762
	Iteration 105Q: 3 clusters Score -3650404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3650410.750000 Penalty: 3345.530762
	Iteration 106Q: 3 clusters Score -3650411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3650405.000000 Penalty: 3345.530762
	Iteration 107Q: 3 clusters Score -3650405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3650405.250000 Penalty: 3345.530762
	Iteration 108Q: 3 clusters Score -3650405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3650407.750000 Penalty: 3345.530762
	Iteration 109Q: 3 clusters Score -3650408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3650411.250000 Penalty: 3345.530762
	Iteration 110Q: 3 clusters Score -3650411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3650411.000000 Penalty: 3345.530762
	Iteration 111Q: 3 clusters Score -3650411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3650418.750000 Penalty: 3345.530762
	Iteration 112Q: 3 clusters Score -3650419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3650414.000000 Penalty: 3345.530762
	Iteration 113Q: 3 clusters Score -3650414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3650414.000000 Penalty: 3345.530762
	Iteration 114Q: 3 clusters Score -3650414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3650417.750000 Penalty: 3345.530762
	Iteration 115Q: 3 clusters Score -3650418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3650417.000000 Penalty: 3345.530762
	Iteration 116Q: 3 clusters Score -3650417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3650422.500000 Penalty: 3345.530762
	Iteration 117Q: 3 clusters Score -3650422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3650418.750000 Penalty: 3345.530762
	Iteration 118Q: 3 clusters Score -3650419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3650419.750000 Penalty: 3345.530762
	Iteration 119Q: 3 clusters Score -3650420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3650422.000000 Penalty: 3345.530762
	Iteration 120F: 3 clusters Score -3650422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3650419.500000 Penalty: 3345.530762
	Iteration 121Q: 3 clusters Score -3650420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3650427.250000 Penalty: 3345.530762
	Iteration 122Q: 3 clusters Score -3650427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3650430.250000 Penalty: 3345.530762
	Iteration 123Q: 3 clusters Score -3650430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3650429.000000 Penalty: 3345.530762
	Iteration 124Q: 3 clusters Score -3650429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3650434.000000 Penalty: 3345.530762
	Iteration 125Q: 3 clusters Score -3650434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3650436.000000 Penalty: 3345.530762
	Iteration 126Q: 3 clusters Score -3650436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3650435.000000 Penalty: 3345.530762
	Iteration 127Q: 3 clusters Score -3650435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3650433.750000 Penalty: 3345.530762
	Iteration 128Q: 3 clusters Score -3650434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3650431.750000 Penalty: 3345.530762
	Iteration 129Q: 3 clusters Score -3650432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3650431.750000 Penalty: 3345.530762
	Iteration 130F: 3 clusters Score -3650432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -402726.218750 Penalty: 1323.416016
	Iteration 0F: 2 clusters Score -402726.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -399749.093750 Penalty: 2646.832031
	Iteration 0F: 3 clusters Score -399749.1 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -400505.281250 Penalty: 2646.832031
	Iteration 1F: 3 clusters Score -400505.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -400699.687500 Penalty: 2646.832031
	Iteration 2F: 3 clusters Score -400699.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -400835.093750 Penalty: 2646.832031
	Iteration 3F: 3 clusters Score -400835.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -400968.843750 Penalty: 2646.832031
	Iteration 4F: 3 clusters Score -400968.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -401086.125000 Penalty: 2646.832031
	Iteration 5Q: 3 clusters Score -401086.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -401191.031250 Penalty: 2646.832031
	Iteration 6Q: 3 clusters Score -401191 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -401275.968750 Penalty: 2646.832031
	Iteration 7Q: 3 clusters Score -401276 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -401347.156250 Penalty: 2646.832031
	Iteration 8Q: 3 clusters Score -401347.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -401399.312500 Penalty: 2646.832031
	Iteration 9Q: 3 clusters Score -401399.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -401451.468750 Penalty: 2646.832031
	Iteration 10Q: 3 clusters Score -401451.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -401479.593750 Penalty: 2646.832031
	Iteration 11Q: 3 clusters Score -401479.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -401501.218750 Penalty: 2646.832031
	Iteration 12Q: 3 clusters Score -401501.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -401523.968750 Penalty: 2646.832031
	Iteration 13Q: 3 clusters Score -401524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -401543.625000 Penalty: 2646.832031
	Iteration 14Q: 3 clusters Score -401543.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -401558.468750 Penalty: 2646.832031
	Iteration 15Q: 3 clusters Score -401558.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -401573.093750 Penalty: 2646.832031
	Iteration 16Q: 3 clusters Score -401573.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -401587.125000 Penalty: 2646.832031
	Iteration 17Q: 3 clusters Score -401587.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -401601.156250 Penalty: 2646.832031
	Iteration 18Q: 3 clusters Score -401601.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -401616.718750 Penalty: 2646.832031
	Iteration 19Q: 3 clusters Score -401616.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -401640.437500 Penalty: 2646.832031
	Iteration 20F: 3 clusters Score -401640.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -401660.500000 Penalty: 2646.832031
	Iteration 21Q: 3 clusters Score -401660.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -401682.250000 Penalty: 2646.832031
	Iteration 22Q: 3 clusters Score -401682.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -401709.375000 Penalty: 2646.832031
	Iteration 23Q: 3 clusters Score -401709.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -401733.437500 Penalty: 2646.832031
	Iteration 24Q: 3 clusters Score -401733.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -401756.531250 Penalty: 2646.832031
	Iteration 25Q: 3 clusters Score -401756.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -401779.625000 Penalty: 2646.832031
	Iteration 26Q: 3 clusters Score -401779.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -401799.687500 Penalty: 2646.832031
	Iteration 27Q: 3 clusters Score -401799.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -401815.562500 Penalty: 2646.832031
	Iteration 28Q: 3 clusters Score -401815.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -401826.031250 Penalty: 2646.832031
	Iteration 29Q: 3 clusters Score -401826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -401833.781250 Penalty: 2646.832031
	Iteration 30Q: 3 clusters Score -401833.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -401838.968750 Penalty: 2646.832031
	Iteration 31Q: 3 clusters Score -401839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -401843.312500 Penalty: 2646.832031
	Iteration 32Q: 3 clusters Score -401843.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -401857.875000 Penalty: 2646.832031
	Iteration 33Q: 3 clusters Score -401857.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -401871.656250 Penalty: 2646.832031
	Iteration 34Q: 3 clusters Score -401871.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -401878.562500 Penalty: 2646.832031
	Iteration 35Q: 3 clusters Score -401878.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -401887.718750 Penalty: 2646.832031
	Iteration 36Q: 3 clusters Score -401887.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -401897.125000 Penalty: 2646.832031
	Iteration 37Q: 3 clusters Score -401897.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -401908.968750 Penalty: 2646.832031
	Iteration 38Q: 3 clusters Score -401909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -401917.968750 Penalty: 2646.832031
	Iteration 39Q: 3 clusters Score -401918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -401926.125000 Penalty: 2646.832031
	Iteration 40F: 3 clusters Score -401926.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -401932.062500 Penalty: 2646.832031
	Iteration 41Q: 3 clusters Score -401932.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -401939.687500 Penalty: 2646.832031
	Iteration 42Q: 3 clusters Score -401939.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -401949.187500 Penalty: 2646.832031
	Iteration 43Q: 3 clusters Score -401949.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -401956.687500 Penalty: 2646.832031
	Iteration 44Q: 3 clusters Score -401956.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -401964.312500 Penalty: 2646.832031
	Iteration 45Q: 3 clusters Score -401964.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -401973.718750 Penalty: 2646.832031
	Iteration 46Q: 3 clusters Score -401973.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -401981.281250 Penalty: 2646.832031
	Iteration 47Q: 3 clusters Score -401981.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -401989.218750 Penalty: 2646.832031
	Iteration 48Q: 3 clusters Score -401989.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -402000.156250 Penalty: 2646.832031
	Iteration 49Q: 3 clusters Score -402000.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -402011.000000 Penalty: 2646.832031
	Iteration 50Q: 3 clusters Score -402011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -402028.343750 Penalty: 2646.832031
	Iteration 51Q: 3 clusters Score -402028.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -402043.406250 Penalty: 2646.832031
	Iteration 52Q: 3 clusters Score -402043.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -402053.187500 Penalty: 2646.832031
	Iteration 53Q: 3 clusters Score -402053.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -402062.468750 Penalty: 2646.832031
	Iteration 54Q: 3 clusters Score -402062.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -402067.531250 Penalty: 2646.832031
	Iteration 55Q: 3 clusters Score -402067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -402069.718750 Penalty: 2646.832031
	Iteration 56Q: 3 clusters Score -402069.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -402072.750000 Penalty: 2646.832031
	Iteration 57Q: 3 clusters Score -402072.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -402076.687500 Penalty: 2646.832031
	Iteration 58Q: 3 clusters Score -402076.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -402081.343750 Penalty: 2646.832031
	Iteration 59Q: 3 clusters Score -402081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -402083.500000 Penalty: 2646.832031
	Iteration 60F: 3 clusters Score -402083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -402086.281250 Penalty: 2646.832031
	Iteration 61Q: 3 clusters Score -402086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -402087.968750 Penalty: 2646.832031
	Iteration 62Q: 3 clusters Score -402088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -402089.406250 Penalty: 2646.832031
	Iteration 63Q: 3 clusters Score -402089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -402090.875000 Penalty: 2646.832031
	Iteration 64Q: 3 clusters Score -402090.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -402095.531250 Penalty: 2646.832031
	Iteration 65Q: 3 clusters Score -402095.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -402100.781250 Penalty: 2646.832031
	Iteration 66Q: 3 clusters Score -402100.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -402107.000000 Penalty: 2646.832031
	Iteration 67Q: 3 clusters Score -402107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -402114.812500 Penalty: 2646.832031
	Iteration 68Q: 3 clusters Score -402114.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -402124.656250 Penalty: 2646.832031
	Iteration 69Q: 3 clusters Score -402124.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -402131.093750 Penalty: 2646.832031
	Iteration 70Q: 3 clusters Score -402131.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -402137.093750 Penalty: 2646.832031
	Iteration 71Q: 3 clusters Score -402137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -402139.562500 Penalty: 2646.832031
	Iteration 72Q: 3 clusters Score -402139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -402141.093750 Penalty: 2646.832031
	Iteration 73Q: 3 clusters Score -402141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -402142.656250 Penalty: 2646.832031
	Iteration 74Q: 3 clusters Score -402142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -402143.125000 Penalty: 2646.832031
	Iteration 75Q: 3 clusters Score -402143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -402143.750000 Penalty: 2646.832031
	Iteration 76Q: 3 clusters Score -402143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -402143.750000 Penalty: 2646.832031
	Iteration 77F: 3 clusters Score -402143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Entering Unmasked Estep 
Score: -433832.625000 Penalty: 1335.859253
	Iteration 0F: 2 clusters Score -433832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -430646.656250 Penalty: 2671.718506
	Iteration 0F: 3 clusters Score -430646.7 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -431501.718750 Penalty: 2671.718506
	Iteration 1F: 3 clusters Score -431501.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -431692.687500 Penalty: 2671.718506
	Iteration 2F: 3 clusters Score -431692.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -431793.250000 Penalty: 2671.718506
	Iteration 3F: 3 clusters Score -431793.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -431866.375000 Penalty: 2671.718506
	Iteration 4Q: 3 clusters Score -431866.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -431921.312500 Penalty: 2671.718506
	Iteration 5Q: 3 clusters Score -431921.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -431973.281250 Penalty: 2671.718506
	Iteration 6Q: 3 clusters Score -431973.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -432008.750000 Penalty: 2671.718506
	Iteration 7Q: 3 clusters Score -432008.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -432034.031250 Penalty: 2671.718506
	Iteration 8Q: 3 clusters Score -432034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -432057.031250 Penalty: 2671.718506
	Iteration 9Q: 3 clusters Score -432057 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -432073.625000 Penalty: 2671.718506
	Iteration 10Q: 3 clusters Score -432073.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -432089.562500 Penalty: 2671.718506
	Iteration 11Q: 3 clusters Score -432089.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -432101.781250 Penalty: 2671.718506
	Iteration 12Q: 3 clusters Score -432101.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -432114.562500 Penalty: 2671.718506
	Iteration 13Q: 3 clusters Score -432114.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -432129.093750 Penalty: 2671.718506
	Iteration 14Q: 3 clusters Score -432129.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -432147.187500 Penalty: 2671.718506
	Iteration 15Q: 3 clusters Score -432147.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -432166.187500 Penalty: 2671.718506
	Iteration 16Q: 3 clusters Score -432166.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -432183.406250 Penalty: 2671.718506
	Iteration 17Q: 3 clusters Score -432183.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -432198.687500 Penalty: 2671.718506
	Iteration 18Q: 3 clusters Score -432198.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -432213.500000 Penalty: 2671.718506
	Iteration 19Q: 3 clusters Score -432213.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -432227.500000 Penalty: 2671.718506
	Iteration 20F: 3 clusters Score -432227.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -432240.906250 Penalty: 2671.718506
	Iteration 21Q: 3 clusters Score -432240.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -432258.875000 Penalty: 2671.718506
	Iteration 22Q: 3 clusters Score -432258.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -432273.656250 Penalty: 2671.718506
	Iteration 23Q: 3 clusters Score -432273.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -432286.593750 Penalty: 2671.718506
	Iteration 24Q: 3 clusters Score -432286.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -432301.062500 Penalty: 2671.718506
	Iteration 25Q: 3 clusters Score -432301.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -432321.625000 Penalty: 2671.718506
	Iteration 26Q: 3 clusters Score -432321.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -432341.281250 Penalty: 2671.718506
	Iteration 27Q: 3 clusters Score -432341.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -432359.718750 Penalty: 2671.718506
	Iteration 28Q: 3 clusters Score -432359.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -432371.843750 Penalty: 2671.718506
	Iteration 29Q: 3 clusters Score -432371.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -432382.218750 Penalty: 2671.718506
	Iteration 30Q: 3 clusters Score -432382.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -432392.343750 Penalty: 2671.718506
	Iteration 31Q: 3 clusters Score -432392.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -432401.656250 Penalty: 2671.718506
	Iteration 32Q: 3 clusters Score -432401.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -432410.656250 Penalty: 2671.718506
	Iteration 33Q: 3 clusters Score -432410.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -432424.562500 Penalty: 2671.718506
	Iteration 34Q: 3 clusters Score -432424.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -432436.968750 Penalty: 2671.718506
	Iteration 35Q: 3 clusters Score -432437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -432451.187500 Penalty: 2671.718506
	Iteration 36Q: 3 clusters Score -432451.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -432472.156250 Penalty: 2671.718506
	Iteration 37Q: 3 clusters Score -432472.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -432500.656250 Penalty: 2671.718506
	Iteration 38Q: 3 clusters Score -432500.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -432524.375000 Penalty: 2671.718506
	Iteration 39Q: 3 clusters Score -432524.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -432557.437500 Penalty: 2671.718506
	Iteration 40F: 3 clusters Score -432557.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -432581.125000 Penalty: 2671.718506
	Iteration 41Q: 3 clusters Score -432581.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -432598.531250 Penalty: 2671.718506
	Iteration 42Q: 3 clusters Score -432598.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -432611.531250 Penalty: 2671.718506
	Iteration 43Q: 3 clusters Score -432611.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -432627.000000 Penalty: 2671.718506
	Iteration 44Q: 3 clusters Score -432627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -432637.031250 Penalty: 2671.718506
	Iteration 45Q: 3 clusters Score -432637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -432648.718750 Penalty: 2671.718506
	Iteration 46Q: 3 clusters Score -432648.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -432658.750000 Penalty: 2671.718506
	Iteration 47Q: 3 clusters Score -432658.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -432671.406250 Penalty: 2671.718506
	Iteration 48Q: 3 clusters Score -432671.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -432687.531250 Penalty: 2671.718506
	Iteration 49Q: 3 clusters Score -432687.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -432700.531250 Penalty: 2671.718506
	Iteration 50Q: 3 clusters Score -432700.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -432712.875000 Penalty: 2671.718506
	Iteration 51Q: 3 clusters Score -432712.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -432721.625000 Penalty: 2671.718506
	Iteration 52Q: 3 clusters Score -432721.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -432730.750000 Penalty: 2671.718506
	Iteration 53Q: 3 clusters Score -432730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -432733.312500 Penalty: 2671.718506
	Iteration 54Q: 3 clusters Score -432733.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -432734.750000 Penalty: 2671.718506
	Iteration 55Q: 3 clusters Score -432734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -432740.218750 Penalty: 2671.718506
	Iteration 56Q: 3 clusters Score -432740.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -432745.312500 Penalty: 2671.718506
	Iteration 57Q: 3 clusters Score -432745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -432747.718750 Penalty: 2671.718506
	Iteration 58Q: 3 clusters Score -432747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -432750.531250 Penalty: 2671.718506
	Iteration 59Q: 3 clusters Score -432750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -432752.218750 Penalty: 2671.718506
	Iteration 60F: 3 clusters Score -432752.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -432752.281250 Penalty: 2671.718506
	Iteration 61Q: 3 clusters Score -432752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -432753.437500 Penalty: 2671.718506
	Iteration 62Q: 3 clusters Score -432753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -432754.343750 Penalty: 2671.718506
	Iteration 63Q: 3 clusters Score -432754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -432755.281250 Penalty: 2671.718506
	Iteration 64Q: 3 clusters Score -432755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -432755.781250 Penalty: 2671.718506
	Iteration 65Q: 3 clusters Score -432755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -432755.781250 Penalty: 2671.718506
	Iteration 66F: 3 clusters Score -432755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83571 members 
Entering Unmasked Estep 
Score: -10397141.000000 Penalty: 1841.686035
	Iteration 0F: 2 clusters Score -1.039714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -10341989.000000 Penalty: 3683.372070
	Iteration 0F: 3 clusters Score -1.034199e+07 nChanged 39637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -10365307.000000 Penalty: 3683.372070
	Iteration 1F: 3 clusters Score -1.036531e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -10366609.000000 Penalty: 3683.372070
	Iteration 2Q: 3 clusters Score -1.036661e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -10368481.000000 Penalty: 3683.372070
	Iteration 3Q: 3 clusters Score -1.036848e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -10371212.000000 Penalty: 3683.372070
	Iteration 4F: 3 clusters Score -1.037121e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -10375058.000000 Penalty: 3683.372070
	Iteration 5F: 3 clusters Score -1.037506e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -10379175.000000 Penalty: 3683.372070
	Iteration 6F: 3 clusters Score -1.037918e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -10382385.000000 Penalty: 3683.372070
	Iteration 7F: 3 clusters Score -1.038238e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -10384015.000000 Penalty: 3683.372070
	Iteration 8Q: 3 clusters Score -1.038402e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -10384706.000000 Penalty: 3683.372070
	Iteration 9Q: 3 clusters Score -1.038471e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -10385002.000000 Penalty: 3683.372070
	Iteration 10Q: 3 clusters Score -1.0385e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -10385325.000000 Penalty: 3683.372070
	Iteration 11Q: 3 clusters Score -1.038532e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -10385531.000000 Penalty: 3683.372070
	Iteration 12Q: 3 clusters Score -1.038553e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -10385762.000000 Penalty: 3683.372070
	Iteration 13Q: 3 clusters Score -1.038576e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -10385985.000000 Penalty: 3683.372070
	Iteration 14Q: 3 clusters Score -1.038598e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -10386184.000000 Penalty: 3683.372070
	Iteration 15Q: 3 clusters Score -1.038618e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -10386340.000000 Penalty: 3683.372070
	Iteration 16Q: 3 clusters Score -1.038634e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -10386482.000000 Penalty: 3683.372070
	Iteration 17Q: 3 clusters Score -1.038648e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -10386692.000000 Penalty: 3683.372070
	Iteration 18Q: 3 clusters Score -1.038669e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -10386961.000000 Penalty: 3683.372070
	Iteration 19Q: 3 clusters Score -1.038696e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -10387170.000000 Penalty: 3683.372070
	Iteration 20F: 3 clusters Score -1.038717e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -10387329.000000 Penalty: 3683.372070
	Iteration 21Q: 3 clusters Score -1.038733e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -10387525.000000 Penalty: 3683.372070
	Iteration 22Q: 3 clusters Score -1.038752e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -10387711.000000 Penalty: 3683.372070
	Iteration 23Q: 3 clusters Score -1.038771e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -10387850.000000 Penalty: 3683.372070
	Iteration 24Q: 3 clusters Score -1.038785e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -10388036.000000 Penalty: 3683.372070
	Iteration 25Q: 3 clusters Score -1.038804e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -10388241.000000 Penalty: 3683.372070
	Iteration 26Q: 3 clusters Score -1.038824e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -10388404.000000 Penalty: 3683.372070
	Iteration 27Q: 3 clusters Score -1.03884e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -10388662.000000 Penalty: 3683.372070
	Iteration 28Q: 3 clusters Score -1.038866e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -10388884.000000 Penalty: 3683.372070
	Iteration 29Q: 3 clusters Score -1.038888e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -10389076.000000 Penalty: 3683.372070
	Iteration 30Q: 3 clusters Score -1.038908e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -10389292.000000 Penalty: 3683.372070
	Iteration 31Q: 3 clusters Score -1.038929e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -10389563.000000 Penalty: 3683.372070
	Iteration 32Q: 3 clusters Score -1.038956e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -10389761.000000 Penalty: 3683.372070
	Iteration 33Q: 3 clusters Score -1.038976e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -10389960.000000 Penalty: 3683.372070
	Iteration 34Q: 3 clusters Score -1.038996e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -10390197.000000 Penalty: 3683.372070
	Iteration 35Q: 3 clusters Score -1.03902e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -10390511.000000 Penalty: 3683.372070
	Iteration 36Q: 3 clusters Score -1.039051e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -10390718.000000 Penalty: 3683.372070
	Iteration 37Q: 3 clusters Score -1.039072e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -10391029.000000 Penalty: 3683.372070
	Iteration 38Q: 3 clusters Score -1.039103e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -10391381.000000 Penalty: 3683.372070
	Iteration 39Q: 3 clusters Score -1.039138e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -10391656.000000 Penalty: 3683.372070
	Iteration 40F: 3 clusters Score -1.039166e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -10392000.000000 Penalty: 3683.372070
	Iteration 41Q: 3 clusters Score -1.0392e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -10392260.000000 Penalty: 3683.372070
	Iteration 42Q: 3 clusters Score -1.039226e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -10392534.000000 Penalty: 3683.372070
	Iteration 43Q: 3 clusters Score -1.039253e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -10392832.000000 Penalty: 3683.372070
	Iteration 44Q: 3 clusters Score -1.039283e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -10393155.000000 Penalty: 3683.372070
	Iteration 45Q: 3 clusters Score -1.039316e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -10393436.000000 Penalty: 3683.372070
	Iteration 46Q: 3 clusters Score -1.039344e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -10393701.000000 Penalty: 3683.372070
	Iteration 47Q: 3 clusters Score -1.03937e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -10393979.000000 Penalty: 3683.372070
	Iteration 48Q: 3 clusters Score -1.039398e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 76478 members 
Entering Unmasked Estep 
Score: -10394247.000000 Penalty: 3683.372070
	Iteration 49Q: 3 clusters Score -1.039425e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -10394421.000000 Penalty: 3683.372070
	Iteration 50Q: 3 clusters Score -1.039442e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 77566 members 
Entering Unmasked Estep 
Score: -10394592.000000 Penalty: 3683.372070
	Iteration 51Q: 3 clusters Score -1.039459e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -10394743.000000 Penalty: 3683.372070
	Iteration 52Q: 3 clusters Score -1.039474e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -10394918.000000 Penalty: 3683.372070
	Iteration 53Q: 3 clusters Score -1.039492e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -10394988.000000 Penalty: 3683.372070
	Iteration 54Q: 3 clusters Score -1.039499e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -10395087.000000 Penalty: 3683.372070
	Iteration 55Q: 3 clusters Score -1.039509e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -10395139.000000 Penalty: 3683.372070
	Iteration 56Q: 3 clusters Score -1.039514e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -10395216.000000 Penalty: 3683.372070
	Iteration 57Q: 3 clusters Score -1.039522e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -10395262.000000 Penalty: 3683.372070
	Iteration 58Q: 3 clusters Score -1.039526e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -10395335.000000 Penalty: 3683.372070
	Iteration 59Q: 3 clusters Score -1.039534e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -10395402.000000 Penalty: 3683.372070
	Iteration 60F: 3 clusters Score -1.03954e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -10395484.000000 Penalty: 3683.372070
	Iteration 61Q: 3 clusters Score -1.039548e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -10395514.000000 Penalty: 3683.372070
	Iteration 62Q: 3 clusters Score -1.039551e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 81029 members 
Entering Unmasked Estep 
Score: -10395523.000000 Penalty: 3683.372070
	Iteration 63Q: 3 clusters Score -1.039552e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -10395554.000000 Penalty: 3683.372070
	Iteration 64Q: 3 clusters Score -1.039555e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -10395596.000000 Penalty: 3683.372070
	Iteration 65Q: 3 clusters Score -1.03956e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -10395618.000000 Penalty: 3683.372070
	Iteration 66Q: 3 clusters Score -1.039562e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -10395648.000000 Penalty: 3683.372070
	Iteration 67Q: 3 clusters Score -1.039565e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -10395687.000000 Penalty: 3683.372070
	Iteration 68Q: 3 clusters Score -1.039569e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -10395716.000000 Penalty: 3683.372070
	Iteration 69Q: 3 clusters Score -1.039572e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -10395734.000000 Penalty: 3683.372070
	Iteration 70Q: 3 clusters Score -1.039573e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -10395760.000000 Penalty: 3683.372070
	Iteration 71Q: 3 clusters Score -1.039576e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -10395760.000000 Penalty: 3683.372070
	Iteration 72Q: 3 clusters Score -1.039576e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -10395769.000000 Penalty: 3683.372070
	Iteration 73Q: 3 clusters Score -1.039577e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -10395784.000000 Penalty: 3683.372070
	Iteration 74Q: 3 clusters Score -1.039578e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -10395807.000000 Penalty: 3683.372070
	Iteration 75Q: 3 clusters Score -1.039581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -10395813.000000 Penalty: 3683.372070
	Iteration 76Q: 3 clusters Score -1.039581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -10395815.000000 Penalty: 3683.372070
	Iteration 77Q: 3 clusters Score -1.039582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -10395809.000000 Penalty: 3683.372070
	Iteration 78Q: 3 clusters Score -1.039581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -10395807.000000 Penalty: 3683.372070
	Iteration 79Q: 3 clusters Score -1.039581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -10395795.000000 Penalty: 3683.372070
	Iteration 80F: 3 clusters Score -1.03958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -10395796.000000 Penalty: 3683.372070
	Iteration 81Q: 3 clusters Score -1.03958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -10395803.000000 Penalty: 3683.372070
	Iteration 82Q: 3 clusters Score -1.03958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 82136 members 
Entering Unmasked Estep 
Score: -10395806.000000 Penalty: 3683.372070
	Iteration 83Q: 3 clusters Score -1.039581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -10395806.000000 Penalty: 3683.372070
	Iteration 84Q: 3 clusters Score -1.039581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
Score: -10395806.000000 Penalty: 3683.372070
	Iteration 85Q: 3 clusters Score -1.039581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -10395803.000000 Penalty: 3683.372070
	Iteration 86Q: 3 clusters Score -1.03958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 82192 members 
Entering Unmasked Estep 
Score: -10395808.000000 Penalty: 3683.372070
	Iteration 87Q: 3 clusters Score -1.039581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 82207 members 
Entering Unmasked Estep 
Score: -10395819.000000 Penalty: 3683.372070
	Iteration 88Q: 3 clusters Score -1.039582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -10395829.000000 Penalty: 3683.372070
	Iteration 89Q: 3 clusters Score -1.039583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -10395811.000000 Penalty: 3683.372070
	Iteration 90Q: 3 clusters Score -1.039581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -10395814.000000 Penalty: 3683.372070
	Iteration 91Q: 3 clusters Score -1.039581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -10395831.000000 Penalty: 3683.372070
	Iteration 92Q: 3 clusters Score -1.039583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -10395818.000000 Penalty: 3683.372070
	Iteration 93Q: 3 clusters Score -1.039582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -10395814.000000 Penalty: 3683.372070
	Iteration 94Q: 3 clusters Score -1.039581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
Score: -10395809.000000 Penalty: 3683.372070
	Iteration 95Q: 3 clusters Score -1.039581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -10395802.000000 Penalty: 3683.372070
	Iteration 96Q: 3 clusters Score -1.03958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -10395813.000000 Penalty: 3683.372070
	Iteration 97Q: 3 clusters Score -1.039581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 82337 members 
Entering Unmasked Estep 
Score: -10395806.000000 Penalty: 3683.372070
	Iteration 98Q: 3 clusters Score -1.039581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -10395802.000000 Penalty: 3683.372070
	Iteration 99Q: 3 clusters Score -1.03958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -10395798.000000 Penalty: 3683.372070
	Iteration 100F: 3 clusters Score -1.03958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -10395803.000000 Penalty: 3683.372070
	Iteration 101Q: 3 clusters Score -1.03958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -10395804.000000 Penalty: 3683.372070
	Iteration 102Q: 3 clusters Score -1.03958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -10395808.000000 Penalty: 3683.372070
	Iteration 103Q: 3 clusters Score -1.039581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -10395807.000000 Penalty: 3683.372070
	Iteration 104Q: 3 clusters Score -1.039581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -10395805.000000 Penalty: 3683.372070
	Iteration 105Q: 3 clusters Score -1.03958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -10395796.000000 Penalty: 3683.372070
	Iteration 106Q: 3 clusters Score -1.03958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 82375 members 
Entering Unmasked Estep 
Score: -10395802.000000 Penalty: 3683.372070
	Iteration 107Q: 3 clusters Score -1.03958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -10395807.000000 Penalty: 3683.372070
	Iteration 108Q: 3 clusters Score -1.039581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -10395803.000000 Penalty: 3683.372070
	Iteration 109Q: 3 clusters Score -1.03958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -10395815.000000 Penalty: 3683.372070
	Iteration 110Q: 3 clusters Score -1.039582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -10395812.000000 Penalty: 3683.372070
	Iteration 111Q: 3 clusters Score -1.039581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -10395813.000000 Penalty: 3683.372070
	Iteration 112Q: 3 clusters Score -1.039581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -10395803.000000 Penalty: 3683.372070
	Iteration 113Q: 3 clusters Score -1.03958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -10395808.000000 Penalty: 3683.372070
	Iteration 114Q: 3 clusters Score -1.039581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -10395807.000000 Penalty: 3683.372070
	Iteration 115Q: 3 clusters Score -1.039581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -10395800.000000 Penalty: 3683.372070
	Iteration 116Q: 3 clusters Score -1.03958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -10395800.000000 Penalty: 3683.372070
	Iteration 117F: 3 clusters Score -1.03958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Entering Unmasked Estep 
Score: -10018187.000000 Penalty: 1835.936890
	Iteration 0F: 2 clusters Score -1.001819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -9964823.000000 Penalty: 3671.873779
	Iteration 0F: 3 clusters Score -9964823 nChanged 38476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -9987310.000000 Penalty: 3671.873779
	Iteration 1F: 3 clusters Score -9987310 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -9988395.000000 Penalty: 3671.873779
	Iteration 2Q: 3 clusters Score -9988395 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -9990089.000000 Penalty: 3671.873779
	Iteration 3Q: 3 clusters Score -9990089 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -9992881.000000 Penalty: 3671.873779
	Iteration 4F: 3 clusters Score -9992881 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -9997239.000000 Penalty: 3671.873779
	Iteration 5F: 3 clusters Score -9997239 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -10003125.000000 Penalty: 3671.873779
	Iteration 6F: 3 clusters Score -1.000312e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -10008743.000000 Penalty: 3671.873779
	Iteration 7F: 3 clusters Score -1.000874e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -10012333.000000 Penalty: 3671.873779
	Iteration 8Q: 3 clusters Score -1.001233e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -10014306.000000 Penalty: 3671.873779
	Iteration 9Q: 3 clusters Score -1.001431e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -10015431.000000 Penalty: 3671.873779
	Iteration 10Q: 3 clusters Score -1.001543e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -10016148.000000 Penalty: 3671.873779
	Iteration 11Q: 3 clusters Score -1.001615e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -10016554.000000 Penalty: 3671.873779
	Iteration 12Q: 3 clusters Score -1.001655e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -10016898.000000 Penalty: 3671.873779
	Iteration 13Q: 3 clusters Score -1.00169e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -10017063.000000 Penalty: 3671.873779
	Iteration 14Q: 3 clusters Score -1.001706e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -10017165.000000 Penalty: 3671.873779
	Iteration 15Q: 3 clusters Score -1.001716e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -10017250.000000 Penalty: 3671.873779
	Iteration 16Q: 3 clusters Score -1.001725e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -10017325.000000 Penalty: 3671.873779
	Iteration 17Q: 3 clusters Score -1.001732e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -10017361.000000 Penalty: 3671.873779
	Iteration 18Q: 3 clusters Score -1.001736e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -10017399.000000 Penalty: 3671.873779
	Iteration 19Q: 3 clusters Score -1.00174e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 78125 members 
Entering Unmasked Estep 
Score: -10017441.000000 Penalty: 3671.873779
	Iteration 20F: 3 clusters Score -1.001744e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -10017446.000000 Penalty: 3671.873779
	Iteration 21Q: 3 clusters Score -1.001745e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -10017468.000000 Penalty: 3671.873779
	Iteration 22Q: 3 clusters Score -1.001747e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -10017479.000000 Penalty: 3671.873779
	Iteration 23Q: 3 clusters Score -1.001748e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -10017483.000000 Penalty: 3671.873779
	Iteration 24Q: 3 clusters Score -1.001748e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -10017494.000000 Penalty: 3671.873779
	Iteration 25Q: 3 clusters Score -1.001749e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -10017501.000000 Penalty: 3671.873779
	Iteration 26Q: 3 clusters Score -1.00175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -10017499.000000 Penalty: 3671.873779
	Iteration 27Q: 3 clusters Score -1.00175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 78414 members 
Entering Unmasked Estep 
Score: -10017506.000000 Penalty: 3671.873779
	Iteration 28Q: 3 clusters Score -1.001751e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -10017513.000000 Penalty: 3671.873779
	Iteration 29Q: 3 clusters Score -1.001751e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -10017514.000000 Penalty: 3671.873779
	Iteration 30Q: 3 clusters Score -1.001751e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -10017524.000000 Penalty: 3671.873779
	Iteration 31Q: 3 clusters Score -1.001752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -10017515.000000 Penalty: 3671.873779
	Iteration 32Q: 3 clusters Score -1.001752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -10017520.000000 Penalty: 3671.873779
	Iteration 33Q: 3 clusters Score -1.001752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -10017523.000000 Penalty: 3671.873779
	Iteration 34Q: 3 clusters Score -1.001752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -10017534.000000 Penalty: 3671.873779
	Iteration 35Q: 3 clusters Score -1.001753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -10017531.000000 Penalty: 3671.873779
	Iteration 36Q: 3 clusters Score -1.001753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -10017536.000000 Penalty: 3671.873779
	Iteration 37Q: 3 clusters Score -1.001754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
Score: -10017536.000000 Penalty: 3671.873779
	Iteration 38Q: 3 clusters Score -1.001754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -10017530.000000 Penalty: 3671.873779
	Iteration 39Q: 3 clusters Score -1.001753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -10017537.000000 Penalty: 3671.873779
	Iteration 40F: 3 clusters Score -1.001754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 78600 members 
Entering Unmasked Estep 
Score: -10017537.000000 Penalty: 3671.873779
	Iteration 41Q: 3 clusters Score -1.001754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -10017540.000000 Penalty: 3671.873779
	Iteration 42Q: 3 clusters Score -1.001754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -10017540.000000 Penalty: 3671.873779
	Iteration 43Q: 3 clusters Score -1.001754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -10017535.000000 Penalty: 3671.873779
	Iteration 44Q: 3 clusters Score -1.001754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 78617 members 
Entering Unmasked Estep 
Score: -10017532.000000 Penalty: 3671.873779
	Iteration 45Q: 3 clusters Score -1.001753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -10017537.000000 Penalty: 3671.873779
	Iteration 46Q: 3 clusters Score -1.001754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -10017541.000000 Penalty: 3671.873779
	Iteration 47Q: 3 clusters Score -1.001754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -10017543.000000 Penalty: 3671.873779
	Iteration 48Q: 3 clusters Score -1.001754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -10017544.000000 Penalty: 3671.873779
	Iteration 49Q: 3 clusters Score -1.001754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -10017544.000000 Penalty: 3671.873779
	Iteration 50F: 3 clusters Score -1.001754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Entering Unmasked Estep 
Score: -1270880.500000 Penalty: 1506.148926
	Iteration 0F: 2 clusters Score -1270880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1263286.125000 Penalty: 3012.297852
	Iteration 0F: 3 clusters Score -1263286 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1265828.750000 Penalty: 3012.297852
	Iteration 1F: 3 clusters Score -1265829 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1266199.250000 Penalty: 3012.297852
	Iteration 2F: 3 clusters Score -1266199 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1266595.500000 Penalty: 3012.297852
	Iteration 3F: 3 clusters Score -1266596 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1267058.875000 Penalty: 3012.297852
	Iteration 4F: 3 clusters Score -1267059 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1267539.125000 Penalty: 3012.297852
	Iteration 5F: 3 clusters Score -1267539 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1267999.375000 Penalty: 3012.297852
	Iteration 6F: 3 clusters Score -1267999 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1268388.375000 Penalty: 3012.297852
	Iteration 7F: 3 clusters Score -1268388 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1268717.750000 Penalty: 3012.297852
	Iteration 8Q: 3 clusters Score -1268718 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1268979.000000 Penalty: 3012.297852
	Iteration 9Q: 3 clusters Score -1268979 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1269173.375000 Penalty: 3012.297852
	Iteration 10Q: 3 clusters Score -1269173 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1269322.000000 Penalty: 3012.297852
	Iteration 11Q: 3 clusters Score -1269322 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1269431.500000 Penalty: 3012.297852
	Iteration 12Q: 3 clusters Score -1269432 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1269508.000000 Penalty: 3012.297852
	Iteration 13Q: 3 clusters Score -1269508 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1269570.000000 Penalty: 3012.297852
	Iteration 14Q: 3 clusters Score -1269570 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1269609.500000 Penalty: 3012.297852
	Iteration 15Q: 3 clusters Score -1269610 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1269649.375000 Penalty: 3012.297852
	Iteration 16Q: 3 clusters Score -1269649 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1269667.500000 Penalty: 3012.297852
	Iteration 17Q: 3 clusters Score -1269668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1269689.250000 Penalty: 3012.297852
	Iteration 18Q: 3 clusters Score -1269689 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1269700.125000 Penalty: 3012.297852
	Iteration 19Q: 3 clusters Score -1269700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1269706.750000 Penalty: 3012.297852
	Iteration 20F: 3 clusters Score -1269707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1269711.375000 Penalty: 3012.297852
	Iteration 21Q: 3 clusters Score -1269711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1269715.625000 Penalty: 3012.297852
	Iteration 22Q: 3 clusters Score -1269716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1269722.875000 Penalty: 3012.297852
	Iteration 23Q: 3 clusters Score -1269723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1269729.000000 Penalty: 3012.297852
	Iteration 24Q: 3 clusters Score -1269729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1269731.375000 Penalty: 3012.297852
	Iteration 25Q: 3 clusters Score -1269731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1269729.625000 Penalty: 3012.297852
	Iteration 26Q: 3 clusters Score -1269730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1269731.375000 Penalty: 3012.297852
	Iteration 27Q: 3 clusters Score -1269731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1269732.125000 Penalty: 3012.297852
	Iteration 28Q: 3 clusters Score -1269732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1269730.875000 Penalty: 3012.297852
	Iteration 29Q: 3 clusters Score -1269731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1269732.750000 Penalty: 3012.297852
	Iteration 30Q: 3 clusters Score -1269733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1269734.750000 Penalty: 3012.297852
	Iteration 31Q: 3 clusters Score -1269735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1269732.875000 Penalty: 3012.297852
	Iteration 32Q: 3 clusters Score -1269733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1269736.250000 Penalty: 3012.297852
	Iteration 33Q: 3 clusters Score -1269736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1269738.250000 Penalty: 3012.297852
	Iteration 34Q: 3 clusters Score -1269738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1269740.500000 Penalty: 3012.297852
	Iteration 35Q: 3 clusters Score -1269740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1269741.250000 Penalty: 3012.297852
	Iteration 36Q: 3 clusters Score -1269741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1269741.500000 Penalty: 3012.297852
	Iteration 37Q: 3 clusters Score -1269742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1269740.125000 Penalty: 3012.297852
	Iteration 38Q: 3 clusters Score -1269740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1269741.375000 Penalty: 3012.297852
	Iteration 39Q: 3 clusters Score -1269741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1269741.625000 Penalty: 3012.297852
	Iteration 40F: 3 clusters Score -1269742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1269743.750000 Penalty: 3012.297852
	Iteration 41Q: 3 clusters Score -1269744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1269741.000000 Penalty: 3012.297852
	Iteration 42Q: 3 clusters Score -1269741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1269737.875000 Penalty: 3012.297852
	Iteration 43Q: 3 clusters Score -1269738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1269738.125000 Penalty: 3012.297852
	Iteration 44Q: 3 clusters Score -1269738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1269738.875000 Penalty: 3012.297852
	Iteration 45Q: 3 clusters Score -1269739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1269738.875000 Penalty: 3012.297852
	Iteration 46F: 3 clusters Score -1269739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -14763.254883 Penalty: 903.610779
	Iteration 0F: 2 clusters Score -14763.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14101.579102 Penalty: 1807.221558
	Iteration 0F: 3 clusters Score -14101.58 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14347.044922 Penalty: 1807.221558
	Iteration 1F: 3 clusters Score -14347.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14465.369141 Penalty: 1807.221558
	Iteration 2F: 3 clusters Score -14465.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14561.115234 Penalty: 1807.221558
	Iteration 3Q: 3 clusters Score -14561.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14643.317383 Penalty: 1807.221558
	Iteration 4Q: 3 clusters Score -14643.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14703.508789 Penalty: 1807.221558
	Iteration 5F: 3 clusters Score -14703.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14756.274414 Penalty: 1807.221558
	Iteration 6Q: 3 clusters Score -14756.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14783.350586 Penalty: 1807.221558
	Iteration 7Q: 3 clusters Score -14783.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14803.203125 Penalty: 1807.221558
	Iteration 8Q: 3 clusters Score -14803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14815.522461 Penalty: 1807.221558
	Iteration 9Q: 3 clusters Score -14815.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14833.642578 Penalty: 1807.221558
	Iteration 10Q: 3 clusters Score -14833.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14833.642578 Penalty: 1807.221558
	Iteration 11F: 3 clusters Score -14833.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12878 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91417 members 
Mstep: Class 5 contains 29553 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 7 contains 3717 members 
Mstep: Class 8 contains 83571 members 
Mstep: Class 9 contains 80666 members 
Mstep: Class 10 contains 10600 members 
Mstep: Class 11 contains 135 members 
Mstep: Class 12 contains 8027 members 
Mstep: Class 13 contains 40743 members 
Mstep: Class 14 contains 18532 members 
Mstep: Class 15 contains 64686 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12472 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 19 contains 38196 members 
Mstep: Class 20 contains 3262 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 89249 members 
Mstep: Class 23 contains 81692 members 
Mstep: Class 24 contains 2181 members 
Mstep: Class 25 contains 3185 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 41770 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9729 members 
Mstep: Class 33 contains 125 members 
Mstep: Class 34 contains 92382 members 
Mstep: Class 35 contains 1519 members 
Entering Unmasked Estep 
Score: -102225976.000000 Penalty: 77592.265625
Splitting cluster 11 changes total score from -102226728.000000 to -102225976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Entering Unmasked Estep 
Score: -965611.812500 Penalty: 1460.967041
	Iteration 0F: 2 clusters Score -965611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -959753.562500 Penalty: 2921.934082
	Iteration 0F: 3 clusters Score -959753.6 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -961584.000000 Penalty: 2921.934082
	Iteration 1F: 3 clusters Score -961584 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -961830.500000 Penalty: 2921.934082
	Iteration 2F: 3 clusters Score -961830.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -962045.687500 Penalty: 2921.934082
	Iteration 3F: 3 clusters Score -962045.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -962209.062500 Penalty: 2921.934082
	Iteration 4Q: 3 clusters Score -962209.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -962336.250000 Penalty: 2921.934082
	Iteration 5Q: 3 clusters Score -962336.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -962429.750000 Penalty: 2921.934082
	Iteration 6Q: 3 clusters Score -962429.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -962514.000000 Penalty: 2921.934082
	Iteration 7Q: 3 clusters Score -962514 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -962580.375000 Penalty: 2921.934082
	Iteration 8Q: 3 clusters Score -962580.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -962647.062500 Penalty: 2921.934082
	Iteration 9Q: 3 clusters Score -962647.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -962722.187500 Penalty: 2921.934082
	Iteration 10Q: 3 clusters Score -962722.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -962816.375000 Penalty: 2921.934082
	Iteration 11Q: 3 clusters Score -962816.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -962916.250000 Penalty: 2921.934082
	Iteration 12Q: 3 clusters Score -962916.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -963024.437500 Penalty: 2921.934082
	Iteration 13Q: 3 clusters Score -963024.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -963146.437500 Penalty: 2921.934082
	Iteration 14Q: 3 clusters Score -963146.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -963276.312500 Penalty: 2921.934082
	Iteration 15Q: 3 clusters Score -963276.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -963398.625000 Penalty: 2921.934082
	Iteration 16Q: 3 clusters Score -963398.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -963496.312500 Penalty: 2921.934082
	Iteration 17Q: 3 clusters Score -963496.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -963596.500000 Penalty: 2921.934082
	Iteration 18Q: 3 clusters Score -963596.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -963687.812500 Penalty: 2921.934082
	Iteration 19Q: 3 clusters Score -963687.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -963766.750000 Penalty: 2921.934082
	Iteration 20F: 3 clusters Score -963766.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -963849.625000 Penalty: 2921.934082
	Iteration 21Q: 3 clusters Score -963849.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -963912.125000 Penalty: 2921.934082
	Iteration 22Q: 3 clusters Score -963912.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -963968.875000 Penalty: 2921.934082
	Iteration 23Q: 3 clusters Score -963968.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -964019.250000 Penalty: 2921.934082
	Iteration 24Q: 3 clusters Score -964019.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -964075.062500 Penalty: 2921.934082
	Iteration 25Q: 3 clusters Score -964075.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -964117.187500 Penalty: 2921.934082
	Iteration 26Q: 3 clusters Score -964117.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -964161.687500 Penalty: 2921.934082
	Iteration 27Q: 3 clusters Score -964161.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -964202.125000 Penalty: 2921.934082
	Iteration 28Q: 3 clusters Score -964202.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -964249.875000 Penalty: 2921.934082
	Iteration 29Q: 3 clusters Score -964249.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -964280.312500 Penalty: 2921.934082
	Iteration 30Q: 3 clusters Score -964280.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -964310.937500 Penalty: 2921.934082
	Iteration 31Q: 3 clusters Score -964310.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -964349.625000 Penalty: 2921.934082
	Iteration 32Q: 3 clusters Score -964349.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -964375.625000 Penalty: 2921.934082
	Iteration 33Q: 3 clusters Score -964375.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -964400.937500 Penalty: 2921.934082
	Iteration 34Q: 3 clusters Score -964400.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -964432.250000 Penalty: 2921.934082
	Iteration 35Q: 3 clusters Score -964432.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -964469.125000 Penalty: 2921.934082
	Iteration 36Q: 3 clusters Score -964469.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -964505.625000 Penalty: 2921.934082
	Iteration 37Q: 3 clusters Score -964505.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -964537.000000 Penalty: 2921.934082
	Iteration 38Q: 3 clusters Score -964537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -964563.312500 Penalty: 2921.934082
	Iteration 39Q: 3 clusters Score -964563.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -964595.000000 Penalty: 2921.934082
	Iteration 40F: 3 clusters Score -964595 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -964636.375000 Penalty: 2921.934082
	Iteration 41Q: 3 clusters Score -964636.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -964672.812500 Penalty: 2921.934082
	Iteration 42Q: 3 clusters Score -964672.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -964713.437500 Penalty: 2921.934082
	Iteration 43Q: 3 clusters Score -964713.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -964740.437500 Penalty: 2921.934082
	Iteration 44Q: 3 clusters Score -964740.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -964766.250000 Penalty: 2921.934082
	Iteration 45Q: 3 clusters Score -964766.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -964782.562500 Penalty: 2921.934082
	Iteration 46Q: 3 clusters Score -964782.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -964795.437500 Penalty: 2921.934082
	Iteration 47Q: 3 clusters Score -964795.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -964811.812500 Penalty: 2921.934082
	Iteration 48Q: 3 clusters Score -964811.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -964822.250000 Penalty: 2921.934082
	Iteration 49Q: 3 clusters Score -964822.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -964830.625000 Penalty: 2921.934082
	Iteration 50Q: 3 clusters Score -964830.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -964841.062500 Penalty: 2921.934082
	Iteration 51Q: 3 clusters Score -964841.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -964847.562500 Penalty: 2921.934082
	Iteration 52Q: 3 clusters Score -964847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -964853.062500 Penalty: 2921.934082
	Iteration 53Q: 3 clusters Score -964853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -964861.937500 Penalty: 2921.934082
	Iteration 54Q: 3 clusters Score -964861.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -964869.125000 Penalty: 2921.934082
	Iteration 55Q: 3 clusters Score -964869.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -964879.375000 Penalty: 2921.934082
	Iteration 56Q: 3 clusters Score -964879.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -964890.750000 Penalty: 2921.934082
	Iteration 57Q: 3 clusters Score -964890.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -964900.812500 Penalty: 2921.934082
	Iteration 58Q: 3 clusters Score -964900.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -964907.187500 Penalty: 2921.934082
	Iteration 59Q: 3 clusters Score -964907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -964909.875000 Penalty: 2921.934082
	Iteration 60F: 3 clusters Score -964909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -964911.687500 Penalty: 2921.934082
	Iteration 61Q: 3 clusters Score -964911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -964912.500000 Penalty: 2921.934082
	Iteration 62Q: 3 clusters Score -964912.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -964912.625000 Penalty: 2921.934082
	Iteration 63Q: 3 clusters Score -964912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -964912.687500 Penalty: 2921.934082
	Iteration 64Q: 3 clusters Score -964912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -964913.812500 Penalty: 2921.934082
	Iteration 65Q: 3 clusters Score -964913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -964914.312500 Penalty: 2921.934082
	Iteration 66Q: 3 clusters Score -964914.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -964914.312500 Penalty: 2921.934082
	Iteration 67F: 3 clusters Score -964914.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Entering Unmasked Estep 
Score: -5023338.000000 Penalty: 1724.943848
	Iteration 0F: 2 clusters Score -5023338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -4995833.500000 Penalty: 3449.887695
	Iteration 0F: 3 clusters Score -4995834 nChanged 19111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -5006542.500000 Penalty: 3449.887695
	Iteration 1F: 3 clusters Score -5006542 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -5006979.500000 Penalty: 3449.887695
	Iteration 2Q: 3 clusters Score -5006980 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -5007368.000000 Penalty: 3449.887695
	Iteration 3Q: 3 clusters Score -5007368 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -5007923.000000 Penalty: 3449.887695
	Iteration 4Q: 3 clusters Score -5007923 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -5008637.000000 Penalty: 3449.887695
	Iteration 5Q: 3 clusters Score -5008637 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -5009565.500000 Penalty: 3449.887695
	Iteration 6Q: 3 clusters Score -5009566 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5010955.000000 Penalty: 3449.887695
	Iteration 7F: 3 clusters Score -5010955 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -5012867.500000 Penalty: 3449.887695
	Iteration 8F: 3 clusters Score -5012868 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -5014950.500000 Penalty: 3449.887695
	Iteration 9F: 3 clusters Score -5014950 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -5016472.500000 Penalty: 3449.887695
	Iteration 10F: 3 clusters Score -5016472 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -5017276.000000 Penalty: 3449.887695
	Iteration 11Q: 3 clusters Score -5017276 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -5017748.500000 Penalty: 3449.887695
	Iteration 12Q: 3 clusters Score -5017748 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -5018030.000000 Penalty: 3449.887695
	Iteration 13Q: 3 clusters Score -5018030 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -5018251.500000 Penalty: 3449.887695
	Iteration 14Q: 3 clusters Score -5018252 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -5018506.500000 Penalty: 3449.887695
	Iteration 15Q: 3 clusters Score -5018506 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -5018702.500000 Penalty: 3449.887695
	Iteration 16Q: 3 clusters Score -5018702 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -5018880.000000 Penalty: 3449.887695
	Iteration 17Q: 3 clusters Score -5018880 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -5019005.000000 Penalty: 3449.887695
	Iteration 18Q: 3 clusters Score -5019005 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -5019098.000000 Penalty: 3449.887695
	Iteration 19Q: 3 clusters Score -5019098 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -5019219.500000 Penalty: 3449.887695
	Iteration 20F: 3 clusters Score -5019220 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -5019299.000000 Penalty: 3449.887695
	Iteration 21Q: 3 clusters Score -5019299 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -5019437.500000 Penalty: 3449.887695
	Iteration 22Q: 3 clusters Score -5019438 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -5019557.500000 Penalty: 3449.887695
	Iteration 23Q: 3 clusters Score -5019558 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -5019667.500000 Penalty: 3449.887695
	Iteration 24Q: 3 clusters Score -5019668 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -5019765.000000 Penalty: 3449.887695
	Iteration 25Q: 3 clusters Score -5019765 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -5019869.000000 Penalty: 3449.887695
	Iteration 26Q: 3 clusters Score -5019869 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -5019994.500000 Penalty: 3449.887695
	Iteration 27Q: 3 clusters Score -5019994 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -5020135.000000 Penalty: 3449.887695
	Iteration 28Q: 3 clusters Score -5020135 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -5020264.000000 Penalty: 3449.887695
	Iteration 29Q: 3 clusters Score -5020264 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5020409.500000 Penalty: 3449.887695
	Iteration 30Q: 3 clusters Score -5020410 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -5020564.000000 Penalty: 3449.887695
	Iteration 31Q: 3 clusters Score -5020564 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -5020679.000000 Penalty: 3449.887695
	Iteration 32Q: 3 clusters Score -5020679 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -5020772.500000 Penalty: 3449.887695
	Iteration 33Q: 3 clusters Score -5020772 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -5020878.000000 Penalty: 3449.887695
	Iteration 34Q: 3 clusters Score -5020878 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -5020968.500000 Penalty: 3449.887695
	Iteration 35Q: 3 clusters Score -5020968 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -5021054.500000 Penalty: 3449.887695
	Iteration 36Q: 3 clusters Score -5021054 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -5021125.000000 Penalty: 3449.887695
	Iteration 37Q: 3 clusters Score -5021125 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -5021170.500000 Penalty: 3449.887695
	Iteration 38Q: 3 clusters Score -5021170 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5021221.000000 Penalty: 3449.887695
	Iteration 39Q: 3 clusters Score -5021221 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -5021272.000000 Penalty: 3449.887695
	Iteration 40F: 3 clusters Score -5021272 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -5021308.000000 Penalty: 3449.887695
	Iteration 41Q: 3 clusters Score -5021308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -5021346.500000 Penalty: 3449.887695
	Iteration 42Q: 3 clusters Score -5021346 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -5021375.500000 Penalty: 3449.887695
	Iteration 43Q: 3 clusters Score -5021376 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -5021400.000000 Penalty: 3449.887695
	Iteration 44Q: 3 clusters Score -5021400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5021421.000000 Penalty: 3449.887695
	Iteration 45Q: 3 clusters Score -5021421 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5021433.500000 Penalty: 3449.887695
	Iteration 46Q: 3 clusters Score -5021434 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -5021457.500000 Penalty: 3449.887695
	Iteration 47Q: 3 clusters Score -5021458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -5021472.500000 Penalty: 3449.887695
	Iteration 48Q: 3 clusters Score -5021472 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -5021499.500000 Penalty: 3449.887695
	Iteration 49Q: 3 clusters Score -5021500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -5021524.500000 Penalty: 3449.887695
	Iteration 50Q: 3 clusters Score -5021524 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5021531.500000 Penalty: 3449.887695
	Iteration 51Q: 3 clusters Score -5021532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -5021562.500000 Penalty: 3449.887695
	Iteration 52Q: 3 clusters Score -5021562 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -5021582.000000 Penalty: 3449.887695
	Iteration 53Q: 3 clusters Score -5021582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -5021586.000000 Penalty: 3449.887695
	Iteration 54Q: 3 clusters Score -5021586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -5021596.000000 Penalty: 3449.887695
	Iteration 55Q: 3 clusters Score -5021596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -5021610.000000 Penalty: 3449.887695
	Iteration 56Q: 3 clusters Score -5021610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -5021620.500000 Penalty: 3449.887695
	Iteration 57Q: 3 clusters Score -5021620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -5021635.500000 Penalty: 3449.887695
	Iteration 58Q: 3 clusters Score -5021636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5021641.500000 Penalty: 3449.887695
	Iteration 59Q: 3 clusters Score -5021642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -5021649.500000 Penalty: 3449.887695
	Iteration 60F: 3 clusters Score -5021650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -5021657.000000 Penalty: 3449.887695
	Iteration 61Q: 3 clusters Score -5021657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -5021667.500000 Penalty: 3449.887695
	Iteration 62Q: 3 clusters Score -5021668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -5021682.500000 Penalty: 3449.887695
	Iteration 63Q: 3 clusters Score -5021682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -5021682.000000 Penalty: 3449.887695
	Iteration 64Q: 3 clusters Score -5021682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -5021701.000000 Penalty: 3449.887695
	Iteration 65Q: 3 clusters Score -5021701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5021714.500000 Penalty: 3449.887695
	Iteration 66Q: 3 clusters Score -5021714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5021729.500000 Penalty: 3449.887695
	Iteration 67Q: 3 clusters Score -5021730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5021731.500000 Penalty: 3449.887695
	Iteration 68Q: 3 clusters Score -5021732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -5021736.500000 Penalty: 3449.887695
	Iteration 69Q: 3 clusters Score -5021736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -5021737.000000 Penalty: 3449.887695
	Iteration 70Q: 3 clusters Score -5021737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5021740.500000 Penalty: 3449.887695
	Iteration 71Q: 3 clusters Score -5021740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5021753.500000 Penalty: 3449.887695
	Iteration 72Q: 3 clusters Score -5021754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5021756.500000 Penalty: 3449.887695
	Iteration 73Q: 3 clusters Score -5021756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5021753.000000 Penalty: 3449.887695
	Iteration 74Q: 3 clusters Score -5021753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5021765.000000 Penalty: 3449.887695
	Iteration 75Q: 3 clusters Score -5021765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -5021766.500000 Penalty: 3449.887695
	Iteration 76Q: 3 clusters Score -5021766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -5021770.500000 Penalty: 3449.887695
	Iteration 77Q: 3 clusters Score -5021770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -5021769.000000 Penalty: 3449.887695
	Iteration 78Q: 3 clusters Score -5021769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -5021774.000000 Penalty: 3449.887695
	Iteration 79Q: 3 clusters Score -5021774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -5021778.000000 Penalty: 3449.887695
	Iteration 80F: 3 clusters Score -5021778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5021777.500000 Penalty: 3449.887695
	Iteration 81Q: 3 clusters Score -5021778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5021777.500000 Penalty: 3449.887695
	Iteration 82F: 3 clusters Score -5021778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Entering Unmasked Estep 
Score: -2258610.750000 Penalty: 1596.928833
	Iteration 0F: 2 clusters Score -2258611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2245753.250000 Penalty: 3193.857666
	Iteration 0F: 3 clusters Score -2245753 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2250372.000000 Penalty: 3193.857666
	Iteration 1F: 3 clusters Score -2250372 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2250615.000000 Penalty: 3193.857666
	Iteration 2Q: 3 clusters Score -2250615 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2250804.250000 Penalty: 3193.857666
	Iteration 3Q: 3 clusters Score -2250804 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2251013.500000 Penalty: 3193.857666
	Iteration 4Q: 3 clusters Score -2251014 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2251205.500000 Penalty: 3193.857666
	Iteration 5Q: 3 clusters Score -2251206 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2251477.500000 Penalty: 3193.857666
	Iteration 6Q: 3 clusters Score -2251478 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2251823.750000 Penalty: 3193.857666
	Iteration 7Q: 3 clusters Score -2251824 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2252377.500000 Penalty: 3193.857666
	Iteration 8Q: 3 clusters Score -2252378 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2253173.000000 Penalty: 3193.857666
	Iteration 9F: 3 clusters Score -2253173 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2254089.750000 Penalty: 3193.857666
	Iteration 10F: 3 clusters Score -2254090 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2254879.500000 Penalty: 3193.857666
	Iteration 11Q: 3 clusters Score -2254880 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2255451.250000 Penalty: 3193.857666
	Iteration 12Q: 3 clusters Score -2255451 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2255816.750000 Penalty: 3193.857666
	Iteration 13Q: 3 clusters Score -2255817 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2256064.500000 Penalty: 3193.857666
	Iteration 14Q: 3 clusters Score -2256064 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2256237.250000 Penalty: 3193.857666
	Iteration 15Q: 3 clusters Score -2256237 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2256360.750000 Penalty: 3193.857666
	Iteration 16Q: 3 clusters Score -2256361 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2256455.000000 Penalty: 3193.857666
	Iteration 17Q: 3 clusters Score -2256455 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2256558.750000 Penalty: 3193.857666
	Iteration 18Q: 3 clusters Score -2256559 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2256638.750000 Penalty: 3193.857666
	Iteration 19Q: 3 clusters Score -2256639 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2256711.250000 Penalty: 3193.857666
	Iteration 20F: 3 clusters Score -2256711 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2256760.500000 Penalty: 3193.857666
	Iteration 21Q: 3 clusters Score -2256760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2256811.000000 Penalty: 3193.857666
	Iteration 22Q: 3 clusters Score -2256811 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2256850.000000 Penalty: 3193.857666
	Iteration 23Q: 3 clusters Score -2256850 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2256895.250000 Penalty: 3193.857666
	Iteration 24Q: 3 clusters Score -2256895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2256933.750000 Penalty: 3193.857666
	Iteration 25Q: 3 clusters Score -2256934 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2256969.750000 Penalty: 3193.857666
	Iteration 26Q: 3 clusters Score -2256970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2257006.500000 Penalty: 3193.857666
	Iteration 27Q: 3 clusters Score -2257006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2257031.000000 Penalty: 3193.857666
	Iteration 28Q: 3 clusters Score -2257031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2257059.250000 Penalty: 3193.857666
	Iteration 29Q: 3 clusters Score -2257059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2257077.500000 Penalty: 3193.857666
	Iteration 30Q: 3 clusters Score -2257078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2257097.500000 Penalty: 3193.857666
	Iteration 31Q: 3 clusters Score -2257098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2257120.500000 Penalty: 3193.857666
	Iteration 32Q: 3 clusters Score -2257120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2257133.500000 Penalty: 3193.857666
	Iteration 33Q: 3 clusters Score -2257134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2257141.000000 Penalty: 3193.857666
	Iteration 34Q: 3 clusters Score -2257141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2257145.500000 Penalty: 3193.857666
	Iteration 35Q: 3 clusters Score -2257146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2257153.000000 Penalty: 3193.857666
	Iteration 36Q: 3 clusters Score -2257153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2257157.500000 Penalty: 3193.857666
	Iteration 37Q: 3 clusters Score -2257158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2257159.250000 Penalty: 3193.857666
	Iteration 38Q: 3 clusters Score -2257159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2257160.750000 Penalty: 3193.857666
	Iteration 39Q: 3 clusters Score -2257161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2257163.250000 Penalty: 3193.857666
	Iteration 40F: 3 clusters Score -2257163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2257164.250000 Penalty: 3193.857666
	Iteration 41Q: 3 clusters Score -2257164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2257162.000000 Penalty: 3193.857666
	Iteration 42Q: 3 clusters Score -2257162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2257169.500000 Penalty: 3193.857666
	Iteration 43Q: 3 clusters Score -2257170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2257173.500000 Penalty: 3193.857666
	Iteration 44Q: 3 clusters Score -2257174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2257177.000000 Penalty: 3193.857666
	Iteration 45Q: 3 clusters Score -2257177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2257186.000000 Penalty: 3193.857666
	Iteration 46Q: 3 clusters Score -2257186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2257194.250000 Penalty: 3193.857666
	Iteration 47Q: 3 clusters Score -2257194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2257198.250000 Penalty: 3193.857666
	Iteration 48Q: 3 clusters Score -2257198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2257199.750000 Penalty: 3193.857666
	Iteration 49Q: 3 clusters Score -2257200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2257204.250000 Penalty: 3193.857666
	Iteration 50Q: 3 clusters Score -2257204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2257208.000000 Penalty: 3193.857666
	Iteration 51Q: 3 clusters Score -2257208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2257208.500000 Penalty: 3193.857666
	Iteration 52Q: 3 clusters Score -2257208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2257207.500000 Penalty: 3193.857666
	Iteration 53Q: 3 clusters Score -2257208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2257207.750000 Penalty: 3193.857666
	Iteration 54Q: 3 clusters Score -2257208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2257207.750000 Penalty: 3193.857666
	Iteration 55F: 3 clusters Score -2257208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (64686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Entering Unmasked Estep 
Score: -8138758.000000 Penalty: 1800.061279
	Iteration 0F: 2 clusters Score -8138758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -8097131.000000 Penalty: 3600.122559
	Iteration 0F: 3 clusters Score -8097131 nChanged 30424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -8114465.500000 Penalty: 3600.122559
	Iteration 1F: 3 clusters Score -8114466 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -8114957.000000 Penalty: 3600.122559
	Iteration 2Q: 3 clusters Score -8114957 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -8115600.000000 Penalty: 3600.122559
	Iteration 3Q: 3 clusters Score -8115600 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -8116543.500000 Penalty: 3600.122559
	Iteration 4Q: 3 clusters Score -8116544 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -8118157.000000 Penalty: 3600.122559
	Iteration 5F: 3 clusters Score -8118157 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -8120832.000000 Penalty: 3600.122559
	Iteration 6F: 3 clusters Score -8120832 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -8125039.500000 Penalty: 3600.122559
	Iteration 7F: 3 clusters Score -8125040 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -8130128.000000 Penalty: 3600.122559
	Iteration 8F: 3 clusters Score -8130128 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8134018.500000 Penalty: 3600.122559
	Iteration 9F: 3 clusters Score -8134018 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8135911.000000 Penalty: 3600.122559
	Iteration 10Q: 3 clusters Score -8135911 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8136627.000000 Penalty: 3600.122559
	Iteration 11Q: 3 clusters Score -8136627 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8136890.000000 Penalty: 3600.122559
	Iteration 12Q: 3 clusters Score -8136890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8136994.500000 Penalty: 3600.122559
	Iteration 13Q: 3 clusters Score -8136994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8137043.500000 Penalty: 3600.122559
	Iteration 14Q: 3 clusters Score -8137044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8137055.500000 Penalty: 3600.122559
	Iteration 15Q: 3 clusters Score -8137056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8137078.500000 Penalty: 3600.122559
	Iteration 16Q: 3 clusters Score -8137078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8137085.000000 Penalty: 3600.122559
	Iteration 17Q: 3 clusters Score -8137085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8137099.500000 Penalty: 3600.122559
	Iteration 18Q: 3 clusters Score -8137100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8137101.000000 Penalty: 3600.122559
	Iteration 19Q: 3 clusters Score -8137101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8137109.000000 Penalty: 3600.122559
	Iteration 20F: 3 clusters Score -8137109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8137108.000000 Penalty: 3600.122559
	Iteration 21Q: 3 clusters Score -8137108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8137114.000000 Penalty: 3600.122559
	Iteration 22Q: 3 clusters Score -8137114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8137120.500000 Penalty: 3600.122559
	Iteration 23Q: 3 clusters Score -8137120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8137125.000000 Penalty: 3600.122559
	Iteration 24Q: 3 clusters Score -8137125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8137130.500000 Penalty: 3600.122559
	Iteration 25Q: 3 clusters Score -8137130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8137128.000000 Penalty: 3600.122559
	Iteration 26Q: 3 clusters Score -8137128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8137133.500000 Penalty: 3600.122559
	Iteration 27Q: 3 clusters Score -8137134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8137133.500000 Penalty: 3600.122559
	Iteration 28F: 3 clusters Score -8137134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -158507.421875 Penalty: 1180.063110
	Iteration 0F: 2 clusters Score -158507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -156854.312500 Penalty: 2360.126221
	Iteration 0F: 3 clusters Score -156854.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -157283.890625 Penalty: 2360.126221
	Iteration 1F: 3 clusters Score -157283.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -157544.125000 Penalty: 2360.126221
	Iteration 2F: 3 clusters Score -157544.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -157764.656250 Penalty: 2360.126221
	Iteration 3F: 3 clusters Score -157764.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -157927.375000 Penalty: 2360.126221
	Iteration 4F: 3 clusters Score -157927.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -158020.609375 Penalty: 2360.126221
	Iteration 5Q: 3 clusters Score -158020.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -158079.078125 Penalty: 2360.126221
	Iteration 6Q: 3 clusters Score -158079.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -158111.578125 Penalty: 2360.126221
	Iteration 7Q: 3 clusters Score -158111.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -158122.906250 Penalty: 2360.126221
	Iteration 8Q: 3 clusters Score -158122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -158130.062500 Penalty: 2360.126221
	Iteration 9Q: 3 clusters Score -158130.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -158134.843750 Penalty: 2360.126221
	Iteration 10Q: 3 clusters Score -158134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -158139.234375 Penalty: 2360.126221
	Iteration 11Q: 3 clusters Score -158139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -158141.531250 Penalty: 2360.126221
	Iteration 12Q: 3 clusters Score -158141.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -158144.015625 Penalty: 2360.126221
	Iteration 13Q: 3 clusters Score -158144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -158147.234375 Penalty: 2360.126221
	Iteration 14Q: 3 clusters Score -158147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -158150.734375 Penalty: 2360.126221
	Iteration 15Q: 3 clusters Score -158150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -158155.578125 Penalty: 2360.126221
	Iteration 16Q: 3 clusters Score -158155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -158159.765625 Penalty: 2360.126221
	Iteration 17Q: 3 clusters Score -158159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -158162.359375 Penalty: 2360.126221
	Iteration 18Q: 3 clusters Score -158162.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -158163.484375 Penalty: 2360.126221
	Iteration 19Q: 3 clusters Score -158163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -158163.937500 Penalty: 2360.126221
	Iteration 20F: 3 clusters Score -158163.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Entering Unmasked Estep 
Score: -1514551.875000 Penalty: 1532.576660
	Iteration 0F: 2 clusters Score -1514552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1505795.250000 Penalty: 3065.153320
	Iteration 0F: 3 clusters Score -1505795 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1508897.625000 Penalty: 3065.153320
	Iteration 1F: 3 clusters Score -1508898 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1509221.250000 Penalty: 3065.153320
	Iteration 2F: 3 clusters Score -1509221 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1509556.875000 Penalty: 3065.153320
	Iteration 3F: 3 clusters Score -1509557 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1509910.625000 Penalty: 3065.153320
	Iteration 4F: 3 clusters Score -1509911 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1510322.375000 Penalty: 3065.153320
	Iteration 5Q: 3 clusters Score -1510322 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1510816.375000 Penalty: 3065.153320
	Iteration 6F: 3 clusters Score -1510816 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1511305.125000 Penalty: 3065.153320
	Iteration 7F: 3 clusters Score -1511305 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1511675.125000 Penalty: 3065.153320
	Iteration 8Q: 3 clusters Score -1511675 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1511969.625000 Penalty: 3065.153320
	Iteration 9Q: 3 clusters Score -1511970 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1512202.250000 Penalty: 3065.153320
	Iteration 10Q: 3 clusters Score -1512202 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1512411.000000 Penalty: 3065.153320
	Iteration 11Q: 3 clusters Score -1512411 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1512565.750000 Penalty: 3065.153320
	Iteration 12Q: 3 clusters Score -1512566 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1512679.375000 Penalty: 3065.153320
	Iteration 13Q: 3 clusters Score -1512679 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1512773.000000 Penalty: 3065.153320
	Iteration 14Q: 3 clusters Score -1512773 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1512837.250000 Penalty: 3065.153320
	Iteration 15Q: 3 clusters Score -1512837 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1512894.875000 Penalty: 3065.153320
	Iteration 16Q: 3 clusters Score -1512895 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1512945.875000 Penalty: 3065.153320
	Iteration 17Q: 3 clusters Score -1512946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1512994.750000 Penalty: 3065.153320
	Iteration 18Q: 3 clusters Score -1512995 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1513032.500000 Penalty: 3065.153320
	Iteration 19Q: 3 clusters Score -1513032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1513059.625000 Penalty: 3065.153320
	Iteration 20F: 3 clusters Score -1513060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1513092.625000 Penalty: 3065.153320
	Iteration 21Q: 3 clusters Score -1513093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1513114.500000 Penalty: 3065.153320
	Iteration 22Q: 3 clusters Score -1513114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1513143.500000 Penalty: 3065.153320
	Iteration 23Q: 3 clusters Score -1513144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1513159.875000 Penalty: 3065.153320
	Iteration 24Q: 3 clusters Score -1513160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1513182.250000 Penalty: 3065.153320
	Iteration 25Q: 3 clusters Score -1513182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1513195.750000 Penalty: 3065.153320
	Iteration 26Q: 3 clusters Score -1513196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1513203.750000 Penalty: 3065.153320
	Iteration 27Q: 3 clusters Score -1513204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1513210.750000 Penalty: 3065.153320
	Iteration 28Q: 3 clusters Score -1513211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1513217.000000 Penalty: 3065.153320
	Iteration 29Q: 3 clusters Score -1513217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1513231.750000 Penalty: 3065.153320
	Iteration 30Q: 3 clusters Score -1513232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1513242.875000 Penalty: 3065.153320
	Iteration 31Q: 3 clusters Score -1513243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1513254.000000 Penalty: 3065.153320
	Iteration 32Q: 3 clusters Score -1513254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1513265.125000 Penalty: 3065.153320
	Iteration 33Q: 3 clusters Score -1513265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1513269.125000 Penalty: 3065.153320
	Iteration 34Q: 3 clusters Score -1513269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1513277.125000 Penalty: 3065.153320
	Iteration 35Q: 3 clusters Score -1513277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1513290.250000 Penalty: 3065.153320
	Iteration 36Q: 3 clusters Score -1513290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1513306.125000 Penalty: 3065.153320
	Iteration 37Q: 3 clusters Score -1513306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1513314.250000 Penalty: 3065.153320
	Iteration 38Q: 3 clusters Score -1513314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1513326.750000 Penalty: 3065.153320
	Iteration 39Q: 3 clusters Score -1513327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1513337.375000 Penalty: 3065.153320
	Iteration 40F: 3 clusters Score -1513337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1513338.500000 Penalty: 3065.153320
	Iteration 41Q: 3 clusters Score -1513338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1513342.625000 Penalty: 3065.153320
	Iteration 42Q: 3 clusters Score -1513343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1513344.750000 Penalty: 3065.153320
	Iteration 43Q: 3 clusters Score -1513345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1513348.375000 Penalty: 3065.153320
	Iteration 44Q: 3 clusters Score -1513348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1513349.500000 Penalty: 3065.153320
	Iteration 45Q: 3 clusters Score -1513350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1513351.250000 Penalty: 3065.153320
	Iteration 46Q: 3 clusters Score -1513351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1513352.875000 Penalty: 3065.153320
	Iteration 47Q: 3 clusters Score -1513353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1513353.500000 Penalty: 3065.153320
	Iteration 48Q: 3 clusters Score -1513354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1513353.750000 Penalty: 3065.153320
	Iteration 49Q: 3 clusters Score -1513354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1513355.625000 Penalty: 3065.153320
	Iteration 50Q: 3 clusters Score -1513356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1513356.250000 Penalty: 3065.153320
	Iteration 51Q: 3 clusters Score -1513356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1513357.625000 Penalty: 3065.153320
	Iteration 52Q: 3 clusters Score -1513358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1513357.875000 Penalty: 3065.153320
	Iteration 53Q: 3 clusters Score -1513358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1513358.625000 Penalty: 3065.153320
	Iteration 54Q: 3 clusters Score -1513359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1513360.500000 Penalty: 3065.153320
	Iteration 55Q: 3 clusters Score -1513360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1513360.500000 Penalty: 3065.153320
	Iteration 56F: 3 clusters Score -1513360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -208056.296875 Penalty: 1219.374146
	Iteration 0F: 2 clusters Score -208056.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -206125.140625 Penalty: 2438.748291
	Iteration 0F: 3 clusters Score -206125.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -206745.156250 Penalty: 2438.748291
	Iteration 1F: 3 clusters Score -206745.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -207112.703125 Penalty: 2438.748291
	Iteration 2F: 3 clusters Score -207112.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -207380.656250 Penalty: 2438.748291
	Iteration 3F: 3 clusters Score -207380.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -207552.296875 Penalty: 2438.748291
	Iteration 4F: 3 clusters Score -207552.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -207650.828125 Penalty: 2438.748291
	Iteration 5Q: 3 clusters Score -207650.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -207696.500000 Penalty: 2438.748291
	Iteration 6Q: 3 clusters Score -207696.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -207723.734375 Penalty: 2438.748291
	Iteration 7Q: 3 clusters Score -207723.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -207744.734375 Penalty: 2438.748291
	Iteration 8Q: 3 clusters Score -207744.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -207756.500000 Penalty: 2438.748291
	Iteration 9Q: 3 clusters Score -207756.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -207764.718750 Penalty: 2438.748291
	Iteration 10Q: 3 clusters Score -207764.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -207770.062500 Penalty: 2438.748291
	Iteration 11Q: 3 clusters Score -207770.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -207775.062500 Penalty: 2438.748291
	Iteration 12Q: 3 clusters Score -207775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -207778.671875 Penalty: 2438.748291
	Iteration 13Q: 3 clusters Score -207778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -207780.078125 Penalty: 2438.748291
	Iteration 14Q: 3 clusters Score -207780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -207780.609375 Penalty: 2438.748291
	Iteration 15Q: 3 clusters Score -207780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -207781.093750 Penalty: 2438.748291
	Iteration 16Q: 3 clusters Score -207781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -207782.078125 Penalty: 2438.748291
	Iteration 17Q: 3 clusters Score -207782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -207784.000000 Penalty: 2438.748291
	Iteration 18Q: 3 clusters Score -207784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -207785.937500 Penalty: 2438.748291
	Iteration 19Q: 3 clusters Score -207785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -207786.859375 Penalty: 2438.748291
	Iteration 20F: 3 clusters Score -207786.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Entering Unmasked Estep 
Score: -4881794.000000 Penalty: 1714.453857
	Iteration 0F: 2 clusters Score -4881794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4856000.000000 Penalty: 3428.907715
	Iteration 0F: 3 clusters Score -4856000 nChanged 17791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -4865832.000000 Penalty: 3428.907715
	Iteration 1F: 3 clusters Score -4865832 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4866166.500000 Penalty: 3428.907715
	Iteration 2Q: 3 clusters Score -4866166 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4866451.500000 Penalty: 3428.907715
	Iteration 3Q: 3 clusters Score -4866452 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4866729.500000 Penalty: 3428.907715
	Iteration 4Q: 3 clusters Score -4866730 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -4867062.000000 Penalty: 3428.907715
	Iteration 5Q: 3 clusters Score -4867062 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4867413.500000 Penalty: 3428.907715
	Iteration 6Q: 3 clusters Score -4867414 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4867859.000000 Penalty: 3428.907715
	Iteration 7Q: 3 clusters Score -4867859 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -4868455.500000 Penalty: 3428.907715
	Iteration 8Q: 3 clusters Score -4868456 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4869230.000000 Penalty: 3428.907715
	Iteration 9Q: 3 clusters Score -4869230 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4870387.500000 Penalty: 3428.907715
	Iteration 10F: 3 clusters Score -4870388 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4871855.000000 Penalty: 3428.907715
	Iteration 11F: 3 clusters Score -4871855 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4873592.500000 Penalty: 3428.907715
	Iteration 12F: 3 clusters Score -4873592 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4875162.000000 Penalty: 3428.907715
	Iteration 13F: 3 clusters Score -4875162 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -4876185.500000 Penalty: 3428.907715
	Iteration 14F: 3 clusters Score -4876186 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4876730.000000 Penalty: 3428.907715
	Iteration 15Q: 3 clusters Score -4876730 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -4877047.000000 Penalty: 3428.907715
	Iteration 16Q: 3 clusters Score -4877047 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4877326.500000 Penalty: 3428.907715
	Iteration 17Q: 3 clusters Score -4877326 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -4877590.000000 Penalty: 3428.907715
	Iteration 18Q: 3 clusters Score -4877590 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4877849.000000 Penalty: 3428.907715
	Iteration 19Q: 3 clusters Score -4877849 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -4878098.500000 Penalty: 3428.907715
	Iteration 20F: 3 clusters Score -4878098 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -4878278.000000 Penalty: 3428.907715
	Iteration 21Q: 3 clusters Score -4878278 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -4878516.500000 Penalty: 3428.907715
	Iteration 22Q: 3 clusters Score -4878516 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -4878765.000000 Penalty: 3428.907715
	Iteration 23Q: 3 clusters Score -4878765 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -4878919.500000 Penalty: 3428.907715
	Iteration 24Q: 3 clusters Score -4878920 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4879095.500000 Penalty: 3428.907715
	Iteration 25Q: 3 clusters Score -4879096 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4879219.500000 Penalty: 3428.907715
	Iteration 26Q: 3 clusters Score -4879220 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4879334.000000 Penalty: 3428.907715
	Iteration 27Q: 3 clusters Score -4879334 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -4879464.000000 Penalty: 3428.907715
	Iteration 28Q: 3 clusters Score -4879464 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -4879577.000000 Penalty: 3428.907715
	Iteration 29Q: 3 clusters Score -4879577 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4879692.000000 Penalty: 3428.907715
	Iteration 30Q: 3 clusters Score -4879692 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -4879764.000000 Penalty: 3428.907715
	Iteration 31Q: 3 clusters Score -4879764 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4879853.500000 Penalty: 3428.907715
	Iteration 32Q: 3 clusters Score -4879854 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4879891.500000 Penalty: 3428.907715
	Iteration 33Q: 3 clusters Score -4879892 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4879933.000000 Penalty: 3428.907715
	Iteration 34Q: 3 clusters Score -4879933 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4879968.000000 Penalty: 3428.907715
	Iteration 35Q: 3 clusters Score -4879968 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4880017.500000 Penalty: 3428.907715
	Iteration 36Q: 3 clusters Score -4880018 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -4880056.000000 Penalty: 3428.907715
	Iteration 37Q: 3 clusters Score -4880056 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4880070.500000 Penalty: 3428.907715
	Iteration 38Q: 3 clusters Score -4880070 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4880090.500000 Penalty: 3428.907715
	Iteration 39Q: 3 clusters Score -4880090 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4880143.000000 Penalty: 3428.907715
	Iteration 40F: 3 clusters Score -4880143 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4880149.000000 Penalty: 3428.907715
	Iteration 41Q: 3 clusters Score -4880149 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -4880173.000000 Penalty: 3428.907715
	Iteration 42Q: 3 clusters Score -4880173 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4880207.000000 Penalty: 3428.907715
	Iteration 43Q: 3 clusters Score -4880207 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4880235.000000 Penalty: 3428.907715
	Iteration 44Q: 3 clusters Score -4880235 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -4880259.000000 Penalty: 3428.907715
	Iteration 45Q: 3 clusters Score -4880259 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4880298.500000 Penalty: 3428.907715
	Iteration 46Q: 3 clusters Score -4880298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -4880321.500000 Penalty: 3428.907715
	Iteration 47Q: 3 clusters Score -4880322 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -4880324.000000 Penalty: 3428.907715
	Iteration 48Q: 3 clusters Score -4880324 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -4880341.000000 Penalty: 3428.907715
	Iteration 49Q: 3 clusters Score -4880341 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -4880359.500000 Penalty: 3428.907715
	Iteration 50Q: 3 clusters Score -4880360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -4880365.500000 Penalty: 3428.907715
	Iteration 51Q: 3 clusters Score -4880366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4880376.000000 Penalty: 3428.907715
	Iteration 52Q: 3 clusters Score -4880376 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4880394.500000 Penalty: 3428.907715
	Iteration 53Q: 3 clusters Score -4880394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -4880405.500000 Penalty: 3428.907715
	Iteration 54Q: 3 clusters Score -4880406 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4880408.500000 Penalty: 3428.907715
	Iteration 55Q: 3 clusters Score -4880408 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4880418.000000 Penalty: 3428.907715
	Iteration 56Q: 3 clusters Score -4880418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4880426.000000 Penalty: 3428.907715
	Iteration 57Q: 3 clusters Score -4880426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -4880437.500000 Penalty: 3428.907715
	Iteration 58Q: 3 clusters Score -4880438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4880445.000000 Penalty: 3428.907715
	Iteration 59Q: 3 clusters Score -4880445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4880461.500000 Penalty: 3428.907715
	Iteration 60F: 3 clusters Score -4880462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4880466.500000 Penalty: 3428.907715
	Iteration 61Q: 3 clusters Score -4880466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -4880456.000000 Penalty: 3428.907715
	Iteration 62Q: 3 clusters Score -4880456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4880470.000000 Penalty: 3428.907715
	Iteration 63Q: 3 clusters Score -4880470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4880470.000000 Penalty: 3428.907715
	Iteration 64Q: 3 clusters Score -4880470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -4880465.500000 Penalty: 3428.907715
	Iteration 65Q: 3 clusters Score -4880466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -4880466.500000 Penalty: 3428.907715
	Iteration 66Q: 3 clusters Score -4880466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -4880476.000000 Penalty: 3428.907715
	Iteration 67Q: 3 clusters Score -4880476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -4880491.500000 Penalty: 3428.907715
	Iteration 68Q: 3 clusters Score -4880492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -4880494.000000 Penalty: 3428.907715
	Iteration 69Q: 3 clusters Score -4880494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -4880493.000000 Penalty: 3428.907715
	Iteration 70Q: 3 clusters Score -4880493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -4880500.500000 Penalty: 3428.907715
	Iteration 71Q: 3 clusters Score -4880500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4880507.000000 Penalty: 3428.907715
	Iteration 72Q: 3 clusters Score -4880507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4880504.500000 Penalty: 3428.907715
	Iteration 73Q: 3 clusters Score -4880504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -4880507.000000 Penalty: 3428.907715
	Iteration 74Q: 3 clusters Score -4880507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -4880493.500000 Penalty: 3428.907715
	Iteration 75Q: 3 clusters Score -4880494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4880500.500000 Penalty: 3428.907715
	Iteration 76Q: 3 clusters Score -4880500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -4880496.500000 Penalty: 3428.907715
	Iteration 77Q: 3 clusters Score -4880496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -4880495.500000 Penalty: 3428.907715
	Iteration 78Q: 3 clusters Score -4880496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4880500.000000 Penalty: 3428.907715
	Iteration 79Q: 3 clusters Score -4880500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -4880505.500000 Penalty: 3428.907715
	Iteration 80F: 3 clusters Score -4880506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -4880505.000000 Penalty: 3428.907715
	Iteration 81Q: 3 clusters Score -4880505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -4880497.000000 Penalty: 3428.907715
	Iteration 82Q: 3 clusters Score -4880497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4880506.500000 Penalty: 3428.907715
	Iteration 83Q: 3 clusters Score -4880506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -4880511.500000 Penalty: 3428.907715
	Iteration 84Q: 3 clusters Score -4880512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -4880510.000000 Penalty: 3428.907715
	Iteration 85Q: 3 clusters Score -4880510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4880513.500000 Penalty: 3428.907715
	Iteration 86Q: 3 clusters Score -4880514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4880511.500000 Penalty: 3428.907715
	Iteration 87Q: 3 clusters Score -4880512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -4880508.000000 Penalty: 3428.907715
	Iteration 88Q: 3 clusters Score -4880508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4880514.000000 Penalty: 3428.907715
	Iteration 89Q: 3 clusters Score -4880514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -4880524.000000 Penalty: 3428.907715
	Iteration 90Q: 3 clusters Score -4880524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4880523.500000 Penalty: 3428.907715
	Iteration 91Q: 3 clusters Score -4880524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -4880522.000000 Penalty: 3428.907715
	Iteration 92Q: 3 clusters Score -4880522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -4880520.000000 Penalty: 3428.907715
	Iteration 93Q: 3 clusters Score -4880520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -4880518.500000 Penalty: 3428.907715
	Iteration 94Q: 3 clusters Score -4880518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4880519.500000 Penalty: 3428.907715
	Iteration 95Q: 3 clusters Score -4880520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4880518.000000 Penalty: 3428.907715
	Iteration 96Q: 3 clusters Score -4880518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4880513.500000 Penalty: 3428.907715
	Iteration 97Q: 3 clusters Score -4880514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4880513.500000 Penalty: 3428.907715
	Iteration 98F: 3 clusters Score -4880514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -387983.437500 Penalty: 1314.640503
	Iteration 0F: 2 clusters Score -387983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -385101.312500 Penalty: 2629.281006
	Iteration 0F: 3 clusters Score -385101.3 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -385816.187500 Penalty: 2629.281006
	Iteration 1F: 3 clusters Score -385816.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -385967.500000 Penalty: 2629.281006
	Iteration 2F: 3 clusters Score -385967.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -386056.125000 Penalty: 2629.281006
	Iteration 3Q: 3 clusters Score -386056.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -386118.406250 Penalty: 2629.281006
	Iteration 4Q: 3 clusters Score -386118.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -386167.875000 Penalty: 2629.281006
	Iteration 5Q: 3 clusters Score -386167.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -386208.250000 Penalty: 2629.281006
	Iteration 6Q: 3 clusters Score -386208.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -386236.125000 Penalty: 2629.281006
	Iteration 7Q: 3 clusters Score -386236.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -386264.906250 Penalty: 2629.281006
	Iteration 8Q: 3 clusters Score -386264.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -386296.718750 Penalty: 2629.281006
	Iteration 9Q: 3 clusters Score -386296.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -386329.125000 Penalty: 2629.281006
	Iteration 10Q: 3 clusters Score -386329.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -386351.781250 Penalty: 2629.281006
	Iteration 11Q: 3 clusters Score -386351.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -386376.937500 Penalty: 2629.281006
	Iteration 12Q: 3 clusters Score -386376.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -386403.062500 Penalty: 2629.281006
	Iteration 13Q: 3 clusters Score -386403.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -386424.625000 Penalty: 2629.281006
	Iteration 14Q: 3 clusters Score -386424.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -386445.843750 Penalty: 2629.281006
	Iteration 15Q: 3 clusters Score -386445.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -386463.843750 Penalty: 2629.281006
	Iteration 16Q: 3 clusters Score -386463.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -386478.906250 Penalty: 2629.281006
	Iteration 17Q: 3 clusters Score -386478.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -386494.906250 Penalty: 2629.281006
	Iteration 18Q: 3 clusters Score -386494.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -386520.812500 Penalty: 2629.281006
	Iteration 19Q: 3 clusters Score -386520.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -386546.000000 Penalty: 2629.281006
	Iteration 20F: 3 clusters Score -386546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -386562.562500 Penalty: 2629.281006
	Iteration 21Q: 3 clusters Score -386562.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -386575.437500 Penalty: 2629.281006
	Iteration 22Q: 3 clusters Score -386575.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -386589.937500 Penalty: 2629.281006
	Iteration 23Q: 3 clusters Score -386589.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -386606.406250 Penalty: 2629.281006
	Iteration 24Q: 3 clusters Score -386606.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -386619.218750 Penalty: 2629.281006
	Iteration 25Q: 3 clusters Score -386619.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -386630.437500 Penalty: 2629.281006
	Iteration 26Q: 3 clusters Score -386630.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -386639.187500 Penalty: 2629.281006
	Iteration 27Q: 3 clusters Score -386639.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -386650.593750 Penalty: 2629.281006
	Iteration 28Q: 3 clusters Score -386650.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -386664.093750 Penalty: 2629.281006
	Iteration 29Q: 3 clusters Score -386664.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -386680.625000 Penalty: 2629.281006
	Iteration 30Q: 3 clusters Score -386680.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -386690.812500 Penalty: 2629.281006
	Iteration 31Q: 3 clusters Score -386690.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -386700.156250 Penalty: 2629.281006
	Iteration 32Q: 3 clusters Score -386700.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -386706.000000 Penalty: 2629.281006
	Iteration 33Q: 3 clusters Score -386706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -386715.187500 Penalty: 2629.281006
	Iteration 34Q: 3 clusters Score -386715.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -386724.062500 Penalty: 2629.281006
	Iteration 35Q: 3 clusters Score -386724.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -386739.625000 Penalty: 2629.281006
	Iteration 36Q: 3 clusters Score -386739.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -386752.593750 Penalty: 2629.281006
	Iteration 37Q: 3 clusters Score -386752.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -386766.718750 Penalty: 2629.281006
	Iteration 38Q: 3 clusters Score -386766.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -386782.406250 Penalty: 2629.281006
	Iteration 39Q: 3 clusters Score -386782.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -386795.218750 Penalty: 2629.281006
	Iteration 40F: 3 clusters Score -386795.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -386822.875000 Penalty: 2629.281006
	Iteration 41Q: 3 clusters Score -386822.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -386858.531250 Penalty: 2629.281006
	Iteration 42Q: 3 clusters Score -386858.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -386904.437500 Penalty: 2629.281006
	Iteration 43Q: 3 clusters Score -386904.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -386940.125000 Penalty: 2629.281006
	Iteration 44Q: 3 clusters Score -386940.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -386972.156250 Penalty: 2629.281006
	Iteration 45Q: 3 clusters Score -386972.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -387007.343750 Penalty: 2629.281006
	Iteration 46Q: 3 clusters Score -387007.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -387030.156250 Penalty: 2629.281006
	Iteration 47Q: 3 clusters Score -387030.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -387049.937500 Penalty: 2629.281006
	Iteration 48Q: 3 clusters Score -387049.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -387058.750000 Penalty: 2629.281006
	Iteration 49Q: 3 clusters Score -387058.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -387065.812500 Penalty: 2629.281006
	Iteration 50Q: 3 clusters Score -387065.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -387070.562500 Penalty: 2629.281006
	Iteration 51Q: 3 clusters Score -387070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -387072.718750 Penalty: 2629.281006
	Iteration 52Q: 3 clusters Score -387072.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -387076.125000 Penalty: 2629.281006
	Iteration 53Q: 3 clusters Score -387076.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -387077.781250 Penalty: 2629.281006
	Iteration 54Q: 3 clusters Score -387077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -387078.125000 Penalty: 2629.281006
	Iteration 55Q: 3 clusters Score -387078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -387078.125000 Penalty: 2629.281006
	Iteration 56F: 3 clusters Score -387078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -656960.750000 Penalty: 1396.610229
	Iteration 0F: 2 clusters Score -656960.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -652724.562500 Penalty: 2793.220459
	Iteration 0F: 3 clusters Score -652724.6 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -653854.000000 Penalty: 2793.220459
	Iteration 1F: 3 clusters Score -653854 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -654060.250000 Penalty: 2793.220459
	Iteration 2F: 3 clusters Score -654060.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -654244.187500 Penalty: 2793.220459
	Iteration 3F: 3 clusters Score -654244.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -654393.937500 Penalty: 2793.220459
	Iteration 4Q: 3 clusters Score -654393.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -654546.062500 Penalty: 2793.220459
	Iteration 5Q: 3 clusters Score -654546.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -654690.125000 Penalty: 2793.220459
	Iteration 6Q: 3 clusters Score -654690.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -654833.062500 Penalty: 2793.220459
	Iteration 7Q: 3 clusters Score -654833.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -655005.625000 Penalty: 2793.220459
	Iteration 8Q: 3 clusters Score -655005.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -655183.625000 Penalty: 2793.220459
	Iteration 9Q: 3 clusters Score -655183.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -655333.312500 Penalty: 2793.220459
	Iteration 10Q: 3 clusters Score -655333.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -655467.187500 Penalty: 2793.220459
	Iteration 11Q: 3 clusters Score -655467.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -655601.437500 Penalty: 2793.220459
	Iteration 12Q: 3 clusters Score -655601.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -655722.875000 Penalty: 2793.220459
	Iteration 13Q: 3 clusters Score -655722.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -655846.437500 Penalty: 2793.220459
	Iteration 14Q: 3 clusters Score -655846.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -655945.625000 Penalty: 2793.220459
	Iteration 15Q: 3 clusters Score -655945.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -656020.250000 Penalty: 2793.220459
	Iteration 16Q: 3 clusters Score -656020.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -656055.562500 Penalty: 2793.220459
	Iteration 17Q: 3 clusters Score -656055.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -656082.562500 Penalty: 2793.220459
	Iteration 18Q: 3 clusters Score -656082.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -656092.000000 Penalty: 2793.220459
	Iteration 19Q: 3 clusters Score -656092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -656097.312500 Penalty: 2793.220459
	Iteration 20F: 3 clusters Score -656097.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -656100.812500 Penalty: 2793.220459
	Iteration 21Q: 3 clusters Score -656100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -656102.937500 Penalty: 2793.220459
	Iteration 22Q: 3 clusters Score -656102.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -656105.500000 Penalty: 2793.220459
	Iteration 23Q: 3 clusters Score -656105.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -656108.187500 Penalty: 2793.220459
	Iteration 24Q: 3 clusters Score -656108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -656109.812500 Penalty: 2793.220459
	Iteration 25Q: 3 clusters Score -656109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -656109.312500 Penalty: 2793.220459
	Iteration 26Q: 3 clusters Score -656109.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -656109.312500 Penalty: 2793.220459
	Iteration 27F: 3 clusters Score -656109.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (89249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89249 members 
Entering Unmasked Estep 
Score: -11171609.000000 Penalty: 1852.367554
	Iteration 0F: 2 clusters Score -1.117161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -11115287.000000 Penalty: 3704.735107
	Iteration 0F: 3 clusters Score -1.111529e+07 nChanged 42684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -11140201.000000 Penalty: 3704.735107
	Iteration 1F: 3 clusters Score -1.11402e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -11141083.000000 Penalty: 3704.735107
	Iteration 2Q: 3 clusters Score -1.114108e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -11142497.000000 Penalty: 3704.735107
	Iteration 3Q: 3 clusters Score -1.11425e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -11144726.000000 Penalty: 3704.735107
	Iteration 4Q: 3 clusters Score -1.114473e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -11148101.000000 Penalty: 3704.735107
	Iteration 5F: 3 clusters Score -1.11481e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -11152830.000000 Penalty: 3704.735107
	Iteration 6F: 3 clusters Score -1.115283e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -11158289.000000 Penalty: 3704.735107
	Iteration 7F: 3 clusters Score -1.115829e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -11162581.000000 Penalty: 3704.735107
	Iteration 8F: 3 clusters Score -1.116258e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -11164683.000000 Penalty: 3704.735107
	Iteration 9Q: 3 clusters Score -1.116468e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -11165476.000000 Penalty: 3704.735107
	Iteration 10Q: 3 clusters Score -1.116548e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -11165947.000000 Penalty: 3704.735107
	Iteration 11Q: 3 clusters Score -1.116595e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -11166378.000000 Penalty: 3704.735107
	Iteration 12Q: 3 clusters Score -1.116638e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -11166751.000000 Penalty: 3704.735107
	Iteration 13Q: 3 clusters Score -1.116675e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -11167127.000000 Penalty: 3704.735107
	Iteration 14Q: 3 clusters Score -1.116713e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -11167560.000000 Penalty: 3704.735107
	Iteration 15Q: 3 clusters Score -1.116756e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -11167821.000000 Penalty: 3704.735107
	Iteration 16Q: 3 clusters Score -1.116782e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -11168150.000000 Penalty: 3704.735107
	Iteration 17Q: 3 clusters Score -1.116815e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -11168436.000000 Penalty: 3704.735107
	Iteration 18Q: 3 clusters Score -1.116844e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -11168665.000000 Penalty: 3704.735107
	Iteration 19Q: 3 clusters Score -1.116866e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -11168961.000000 Penalty: 3704.735107
	Iteration 20F: 3 clusters Score -1.116896e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -11169204.000000 Penalty: 3704.735107
	Iteration 21Q: 3 clusters Score -1.11692e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -11169414.000000 Penalty: 3704.735107
	Iteration 22Q: 3 clusters Score -1.116941e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -11169645.000000 Penalty: 3704.735107
	Iteration 23Q: 3 clusters Score -1.116964e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -11169827.000000 Penalty: 3704.735107
	Iteration 24Q: 3 clusters Score -1.116983e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -11169977.000000 Penalty: 3704.735107
	Iteration 25Q: 3 clusters Score -1.116998e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -11170100.000000 Penalty: 3704.735107
	Iteration 26Q: 3 clusters Score -1.11701e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -11170228.000000 Penalty: 3704.735107
	Iteration 27Q: 3 clusters Score -1.117023e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -11170379.000000 Penalty: 3704.735107
	Iteration 28Q: 3 clusters Score -1.117038e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -11170484.000000 Penalty: 3704.735107
	Iteration 29Q: 3 clusters Score -1.117048e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -11170620.000000 Penalty: 3704.735107
	Iteration 30Q: 3 clusters Score -1.117062e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -11170780.000000 Penalty: 3704.735107
	Iteration 31Q: 3 clusters Score -1.117078e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -11170884.000000 Penalty: 3704.735107
	Iteration 32Q: 3 clusters Score -1.117088e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -11171026.000000 Penalty: 3704.735107
	Iteration 33Q: 3 clusters Score -1.117103e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -11171104.000000 Penalty: 3704.735107
	Iteration 34Q: 3 clusters Score -1.11711e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -11171158.000000 Penalty: 3704.735107
	Iteration 35Q: 3 clusters Score -1.117116e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -11171138.000000 Penalty: 3704.735107
	Iteration 36Q: 3 clusters Score -1.117114e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 82968 members 
Entering Unmasked Estep 
Score: -11171153.000000 Penalty: 3704.735107
	Iteration 37Q: 3 clusters Score -1.117115e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -11171144.000000 Penalty: 3704.735107
	Iteration 38Q: 3 clusters Score -1.117114e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 83854 members 
Entering Unmasked Estep 
Score: -11171126.000000 Penalty: 3704.735107
	Iteration 39Q: 3 clusters Score -1.117113e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -11171092.000000 Penalty: 3704.735107
	Iteration 40F: 3 clusters Score -1.117109e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -11171027.000000 Penalty: 3704.735107
	Iteration 41Q: 3 clusters Score -1.117103e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -11171058.000000 Penalty: 3704.735107
	Iteration 42Q: 3 clusters Score -1.117106e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -11171038.000000 Penalty: 3704.735107
	Iteration 43Q: 3 clusters Score -1.117104e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 85918 members 
Entering Unmasked Estep 
Score: -11170959.000000 Penalty: 3704.735107
	Iteration 44Q: 3 clusters Score -1.117096e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -11170945.000000 Penalty: 3704.735107
	Iteration 45Q: 3 clusters Score -1.117094e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -11170906.000000 Penalty: 3704.735107
	Iteration 46Q: 3 clusters Score -1.117091e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -11170848.000000 Penalty: 3704.735107
	Iteration 47Q: 3 clusters Score -1.117085e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -11170796.000000 Penalty: 3704.735107
	Iteration 48Q: 3 clusters Score -1.11708e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -11170747.000000 Penalty: 3704.735107
	Iteration 49Q: 3 clusters Score -1.117075e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -11170702.000000 Penalty: 3704.735107
	Iteration 50Q: 3 clusters Score -1.11707e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -11170652.000000 Penalty: 3704.735107
	Iteration 51Q: 3 clusters Score -1.117065e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -11170645.000000 Penalty: 3704.735107
	Iteration 52Q: 3 clusters Score -1.117064e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -11170575.000000 Penalty: 3704.735107
	Iteration 53Q: 3 clusters Score -1.117058e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -11170580.000000 Penalty: 3704.735107
	Iteration 54Q: 3 clusters Score -1.117058e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -11170538.000000 Penalty: 3704.735107
	Iteration 55Q: 3 clusters Score -1.117054e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -11170525.000000 Penalty: 3704.735107
	Iteration 56Q: 3 clusters Score -1.117052e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -11170511.000000 Penalty: 3704.735107
	Iteration 57Q: 3 clusters Score -1.117051e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 88139 members 
Entering Unmasked Estep 
Score: -11170503.000000 Penalty: 3704.735107
	Iteration 58Q: 3 clusters Score -1.11705e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -11170491.000000 Penalty: 3704.735107
	Iteration 59Q: 3 clusters Score -1.117049e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -11170502.000000 Penalty: 3704.735107
	Iteration 60F: 3 clusters Score -1.11705e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -11170496.000000 Penalty: 3704.735107
	Iteration 61Q: 3 clusters Score -1.11705e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -11170494.000000 Penalty: 3704.735107
	Iteration 62Q: 3 clusters Score -1.117049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -11170498.000000 Penalty: 3704.735107
	Iteration 63Q: 3 clusters Score -1.11705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -11170494.000000 Penalty: 3704.735107
	Iteration 64Q: 3 clusters Score -1.117049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -11170495.000000 Penalty: 3704.735107
	Iteration 65Q: 3 clusters Score -1.11705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -11170478.000000 Penalty: 3704.735107
	Iteration 66Q: 3 clusters Score -1.117048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -11170481.000000 Penalty: 3704.735107
	Iteration 67Q: 3 clusters Score -1.117048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 88358 members 
Entering Unmasked Estep 
Score: -11170474.000000 Penalty: 3704.735107
	Iteration 68Q: 3 clusters Score -1.117047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -11170479.000000 Penalty: 3704.735107
	Iteration 69Q: 3 clusters Score -1.117048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 88383 members 
Entering Unmasked Estep 
Score: -11170469.000000 Penalty: 3704.735107
	Iteration 70Q: 3 clusters Score -1.117047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -11170477.000000 Penalty: 3704.735107
	Iteration 71Q: 3 clusters Score -1.117048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 88393 members 
Entering Unmasked Estep 
Score: -11170481.000000 Penalty: 3704.735107
	Iteration 72Q: 3 clusters Score -1.117048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -11170474.000000 Penalty: 3704.735107
	Iteration 73Q: 3 clusters Score -1.117047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 88398 members 
Entering Unmasked Estep 
Score: -11170476.000000 Penalty: 3704.735107
	Iteration 74Q: 3 clusters Score -1.117048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 88401 members 
Entering Unmasked Estep 
Score: -11170473.000000 Penalty: 3704.735107
	Iteration 75Q: 3 clusters Score -1.117047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -11170465.000000 Penalty: 3704.735107
	Iteration 76Q: 3 clusters Score -1.117046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -11170469.000000 Penalty: 3704.735107
	Iteration 77Q: 3 clusters Score -1.117047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -11170469.000000 Penalty: 3704.735107
	Iteration 78Q: 3 clusters Score -1.117047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -11170464.000000 Penalty: 3704.735107
	Iteration 79Q: 3 clusters Score -1.117046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -11170464.000000 Penalty: 3704.735107
	Iteration 80F: 3 clusters Score -1.117046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (81692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Entering Unmasked Estep 
Score: -10273639.000000 Penalty: 1837.990479
	Iteration 0F: 2 clusters Score -1.027364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -10220373.000000 Penalty: 3675.980957
	Iteration 0F: 3 clusters Score -1.022037e+07 nChanged 38922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -10242710.000000 Penalty: 3675.980957
	Iteration 1F: 3 clusters Score -1.024271e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -10243140.000000 Penalty: 3675.980957
	Iteration 2Q: 3 clusters Score -1.024314e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -10243626.000000 Penalty: 3675.980957
	Iteration 3Q: 3 clusters Score -1.024363e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -10244262.000000 Penalty: 3675.980957
	Iteration 4Q: 3 clusters Score -1.024426e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -10245219.000000 Penalty: 3675.980957
	Iteration 5Q: 3 clusters Score -1.024522e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -10246757.000000 Penalty: 3675.980957
	Iteration 6Q: 3 clusters Score -1.024676e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -10249120.000000 Penalty: 3675.980957
	Iteration 7Q: 3 clusters Score -1.024912e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -10252672.000000 Penalty: 3675.980957
	Iteration 8F: 3 clusters Score -1.025267e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -10256837.000000 Penalty: 3675.980957
	Iteration 9F: 3 clusters Score -1.025684e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -10260197.000000 Penalty: 3675.980957
	Iteration 10F: 3 clusters Score -1.02602e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -10261937.000000 Penalty: 3675.980957
	Iteration 11Q: 3 clusters Score -1.026194e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -10262586.000000 Penalty: 3675.980957
	Iteration 12Q: 3 clusters Score -1.026259e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -10262885.000000 Penalty: 3675.980957
	Iteration 13Q: 3 clusters Score -1.026288e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -10263015.000000 Penalty: 3675.980957
	Iteration 14Q: 3 clusters Score -1.026302e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -10263168.000000 Penalty: 3675.980957
	Iteration 15Q: 3 clusters Score -1.026317e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -10263312.000000 Penalty: 3675.980957
	Iteration 16Q: 3 clusters Score -1.026331e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -10263426.000000 Penalty: 3675.980957
	Iteration 17Q: 3 clusters Score -1.026343e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -10263576.000000 Penalty: 3675.980957
	Iteration 18Q: 3 clusters Score -1.026358e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -10263745.000000 Penalty: 3675.980957
	Iteration 19Q: 3 clusters Score -1.026374e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -10263854.000000 Penalty: 3675.980957
	Iteration 20F: 3 clusters Score -1.026385e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -10263975.000000 Penalty: 3675.980957
	Iteration 21Q: 3 clusters Score -1.026398e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -10264081.000000 Penalty: 3675.980957
	Iteration 22Q: 3 clusters Score -1.026408e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -10264288.000000 Penalty: 3675.980957
	Iteration 23Q: 3 clusters Score -1.026429e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -10264353.000000 Penalty: 3675.980957
	Iteration 24Q: 3 clusters Score -1.026435e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -10264502.000000 Penalty: 3675.980957
	Iteration 25Q: 3 clusters Score -1.02645e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -10264621.000000 Penalty: 3675.980957
	Iteration 26Q: 3 clusters Score -1.026462e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -10264745.000000 Penalty: 3675.980957
	Iteration 27Q: 3 clusters Score -1.026474e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -10264824.000000 Penalty: 3675.980957
	Iteration 28Q: 3 clusters Score -1.026482e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -10264949.000000 Penalty: 3675.980957
	Iteration 29Q: 3 clusters Score -1.026495e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -10265024.000000 Penalty: 3675.980957
	Iteration 30Q: 3 clusters Score -1.026502e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -10265088.000000 Penalty: 3675.980957
	Iteration 31Q: 3 clusters Score -1.026509e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -10265189.000000 Penalty: 3675.980957
	Iteration 32Q: 3 clusters Score -1.026519e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -10265230.000000 Penalty: 3675.980957
	Iteration 33Q: 3 clusters Score -1.026523e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -10265295.000000 Penalty: 3675.980957
	Iteration 34Q: 3 clusters Score -1.02653e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -10265429.000000 Penalty: 3675.980957
	Iteration 35Q: 3 clusters Score -1.026543e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -10265459.000000 Penalty: 3675.980957
	Iteration 36Q: 3 clusters Score -1.026546e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -10265553.000000 Penalty: 3675.980957
	Iteration 37Q: 3 clusters Score -1.026555e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -10265601.000000 Penalty: 3675.980957
	Iteration 38Q: 3 clusters Score -1.02656e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -10265684.000000 Penalty: 3675.980957
	Iteration 39Q: 3 clusters Score -1.026568e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -10265753.000000 Penalty: 3675.980957
	Iteration 40F: 3 clusters Score -1.026575e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -10265812.000000 Penalty: 3675.980957
	Iteration 41Q: 3 clusters Score -1.026581e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -10265884.000000 Penalty: 3675.980957
	Iteration 42Q: 3 clusters Score -1.026588e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -10265991.000000 Penalty: 3675.980957
	Iteration 43Q: 3 clusters Score -1.026599e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -10266005.000000 Penalty: 3675.980957
	Iteration 44Q: 3 clusters Score -1.0266e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -10266028.000000 Penalty: 3675.980957
	Iteration 45Q: 3 clusters Score -1.026603e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -10266060.000000 Penalty: 3675.980957
	Iteration 46Q: 3 clusters Score -1.026606e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -10266127.000000 Penalty: 3675.980957
	Iteration 47Q: 3 clusters Score -1.026613e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -10266164.000000 Penalty: 3675.980957
	Iteration 48Q: 3 clusters Score -1.026616e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -10266224.000000 Penalty: 3675.980957
	Iteration 49Q: 3 clusters Score -1.026622e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -10266317.000000 Penalty: 3675.980957
	Iteration 50Q: 3 clusters Score -1.026632e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -10266411.000000 Penalty: 3675.980957
	Iteration 51Q: 3 clusters Score -1.026641e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -10266481.000000 Penalty: 3675.980957
	Iteration 52Q: 3 clusters Score -1.026648e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -10266516.000000 Penalty: 3675.980957
	Iteration 53Q: 3 clusters Score -1.026652e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -10266601.000000 Penalty: 3675.980957
	Iteration 54Q: 3 clusters Score -1.02666e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -10266675.000000 Penalty: 3675.980957
	Iteration 55Q: 3 clusters Score -1.026668e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -10266779.000000 Penalty: 3675.980957
	Iteration 56Q: 3 clusters Score -1.026678e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -10266904.000000 Penalty: 3675.980957
	Iteration 57Q: 3 clusters Score -1.02669e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -10267032.000000 Penalty: 3675.980957
	Iteration 58Q: 3 clusters Score -1.026703e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -10267189.000000 Penalty: 3675.980957
	Iteration 59Q: 3 clusters Score -1.026719e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -10267392.000000 Penalty: 3675.980957
	Iteration 60F: 3 clusters Score -1.026739e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -10267639.000000 Penalty: 3675.980957
	Iteration 61Q: 3 clusters Score -1.026764e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -10267801.000000 Penalty: 3675.980957
	Iteration 62Q: 3 clusters Score -1.02678e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -10268112.000000 Penalty: 3675.980957
	Iteration 63Q: 3 clusters Score -1.026811e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -10268416.000000 Penalty: 3675.980957
	Iteration 64Q: 3 clusters Score -1.026842e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -10268702.000000 Penalty: 3675.980957
	Iteration 65Q: 3 clusters Score -1.02687e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -10269016.000000 Penalty: 3675.980957
	Iteration 66Q: 3 clusters Score -1.026902e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -10269280.000000 Penalty: 3675.980957
	Iteration 67Q: 3 clusters Score -1.026928e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 71712 members 
Entering Unmasked Estep 
Score: -10269552.000000 Penalty: 3675.980957
	Iteration 68Q: 3 clusters Score -1.026955e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -10269778.000000 Penalty: 3675.980957
	Iteration 69Q: 3 clusters Score -1.026978e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -10270014.000000 Penalty: 3675.980957
	Iteration 70Q: 3 clusters Score -1.027001e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -10270286.000000 Penalty: 3675.980957
	Iteration 71Q: 3 clusters Score -1.027029e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -10270508.000000 Penalty: 3675.980957
	Iteration 72Q: 3 clusters Score -1.027051e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -10270750.000000 Penalty: 3675.980957
	Iteration 73Q: 3 clusters Score -1.027075e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -10270966.000000 Penalty: 3675.980957
	Iteration 74Q: 3 clusters Score -1.027097e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -10271070.000000 Penalty: 3675.980957
	Iteration 75Q: 3 clusters Score -1.027107e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -10271210.000000 Penalty: 3675.980957
	Iteration 76Q: 3 clusters Score -1.027121e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -10271364.000000 Penalty: 3675.980957
	Iteration 77Q: 3 clusters Score -1.027136e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -10271508.000000 Penalty: 3675.980957
	Iteration 78Q: 3 clusters Score -1.027151e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -10271604.000000 Penalty: 3675.980957
	Iteration 79Q: 3 clusters Score -1.02716e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -10271645.000000 Penalty: 3675.980957
	Iteration 80F: 3 clusters Score -1.027164e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -10271720.000000 Penalty: 3675.980957
	Iteration 81Q: 3 clusters Score -1.027172e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -10271747.000000 Penalty: 3675.980957
	Iteration 82Q: 3 clusters Score -1.027175e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -10271778.000000 Penalty: 3675.980957
	Iteration 83Q: 3 clusters Score -1.027178e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -10271822.000000 Penalty: 3675.980957
	Iteration 84Q: 3 clusters Score -1.027182e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -10271847.000000 Penalty: 3675.980957
	Iteration 85Q: 3 clusters Score -1.027185e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -10271902.000000 Penalty: 3675.980957
	Iteration 86Q: 3 clusters Score -1.02719e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -10271938.000000 Penalty: 3675.980957
	Iteration 87Q: 3 clusters Score -1.027194e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -10271990.000000 Penalty: 3675.980957
	Iteration 88Q: 3 clusters Score -1.027199e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 79951 members 
Entering Unmasked Estep 
Score: -10272001.000000 Penalty: 3675.980957
	Iteration 89Q: 3 clusters Score -1.0272e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -10272017.000000 Penalty: 3675.980957
	Iteration 90Q: 3 clusters Score -1.027202e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -10272037.000000 Penalty: 3675.980957
	Iteration 91Q: 3 clusters Score -1.027204e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 80170 members 
Entering Unmasked Estep 
Score: -10272046.000000 Penalty: 3675.980957
	Iteration 92Q: 3 clusters Score -1.027205e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -10272063.000000 Penalty: 3675.980957
	Iteration 93Q: 3 clusters Score -1.027206e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -10272101.000000 Penalty: 3675.980957
	Iteration 94Q: 3 clusters Score -1.02721e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -10272124.000000 Penalty: 3675.980957
	Iteration 95Q: 3 clusters Score -1.027212e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -10272130.000000 Penalty: 3675.980957
	Iteration 96Q: 3 clusters Score -1.027213e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -10272129.000000 Penalty: 3675.980957
	Iteration 97Q: 3 clusters Score -1.027213e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -10272162.000000 Penalty: 3675.980957
	Iteration 98Q: 3 clusters Score -1.027216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -10272175.000000 Penalty: 3675.980957
	Iteration 99Q: 3 clusters Score -1.027218e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -10272175.000000 Penalty: 3675.980957
	Iteration 100F: 3 clusters Score -1.027218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -10272179.000000 Penalty: 3675.980957
	Iteration 101Q: 3 clusters Score -1.027218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -10272186.000000 Penalty: 3675.980957
	Iteration 102Q: 3 clusters Score -1.027219e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -10272184.000000 Penalty: 3675.980957
	Iteration 103Q: 3 clusters Score -1.027218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -10272196.000000 Penalty: 3675.980957
	Iteration 104Q: 3 clusters Score -1.02722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 80629 members 
Entering Unmasked Estep 
Score: -10272191.000000 Penalty: 3675.980957
	Iteration 105Q: 3 clusters Score -1.027219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -10272199.000000 Penalty: 3675.980957
	Iteration 106Q: 3 clusters Score -1.02722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -10272213.000000 Penalty: 3675.980957
	Iteration 107Q: 3 clusters Score -1.027221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -10272212.000000 Penalty: 3675.980957
	Iteration 108Q: 3 clusters Score -1.027221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -10272206.000000 Penalty: 3675.980957
	Iteration 109Q: 3 clusters Score -1.027221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -10272200.000000 Penalty: 3675.980957
	Iteration 110Q: 3 clusters Score -1.02722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -10272207.000000 Penalty: 3675.980957
	Iteration 111Q: 3 clusters Score -1.027221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -10272209.000000 Penalty: 3675.980957
	Iteration 112Q: 3 clusters Score -1.027221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -10272218.000000 Penalty: 3675.980957
	Iteration 113Q: 3 clusters Score -1.027222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 80728 members 
Entering Unmasked Estep 
Score: -10272227.000000 Penalty: 3675.980957
	Iteration 114Q: 3 clusters Score -1.027223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -10272219.000000 Penalty: 3675.980957
	Iteration 115Q: 3 clusters Score -1.027222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -10272210.000000 Penalty: 3675.980957
	Iteration 116Q: 3 clusters Score -1.027221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -10272203.000000 Penalty: 3675.980957
	Iteration 117Q: 3 clusters Score -1.02722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -10272209.000000 Penalty: 3675.980957
	Iteration 118Q: 3 clusters Score -1.027221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -10272210.000000 Penalty: 3675.980957
	Iteration 119Q: 3 clusters Score -1.027221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -10272210.000000 Penalty: 3675.980957
	Iteration 120F: 3 clusters Score -1.027221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -247239.593750 Penalty: 1249.224976
	Iteration 0F: 2 clusters Score -247239.6 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 1089 members 
Entering Unmasked Estep 
Score: -245074.546875 Penalty: 2498.449951
	Iteration 0F: 3 clusters Score -245074.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -245676.562500 Penalty: 2498.449951
	Iteration 1F: 3 clusters Score -245676.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -245875.968750 Penalty: 2498.449951
	Iteration 2F: 3 clusters Score -245876 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -246059.843750 Penalty: 2498.449951
	Iteration 3F: 3 clusters Score -246059.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -246218.296875 Penalty: 2498.449951
	Iteration 4F: 3 clusters Score -246218.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -246374.078125 Penalty: 2498.449951
	Iteration 5F: 3 clusters Score -246374.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -246527.171875 Penalty: 2498.449951
	Iteration 6F: 3 clusters Score -246527.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -246663.984375 Penalty: 2498.449951
	Iteration 7Q: 3 clusters Score -246664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -246782.609375 Penalty: 2498.449951
	Iteration 8Q: 3 clusters Score -246782.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -246882.812500 Penalty: 2498.449951
	Iteration 9Q: 3 clusters Score -246882.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -246941.015625 Penalty: 2498.449951
	Iteration 10Q: 3 clusters Score -246941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -246985.468750 Penalty: 2498.449951
	Iteration 11Q: 3 clusters Score -246985.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -247009.953125 Penalty: 2498.449951
	Iteration 12Q: 3 clusters Score -247010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -247017.593750 Penalty: 2498.449951
	Iteration 13Q: 3 clusters Score -247017.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -247023.859375 Penalty: 2498.449951
	Iteration 14Q: 3 clusters Score -247023.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -247025.968750 Penalty: 2498.449951
	Iteration 15Q: 3 clusters Score -247026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -247027.031250 Penalty: 2498.449951
	Iteration 16Q: 3 clusters Score -247027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -247028.281250 Penalty: 2498.449951
	Iteration 17Q: 3 clusters Score -247028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -247029.703125 Penalty: 2498.449951
	Iteration 18Q: 3 clusters Score -247029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -247033.468750 Penalty: 2498.449951
	Iteration 19Q: 3 clusters Score -247033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -247033.781250 Penalty: 2498.449951
	Iteration 20F: 3 clusters Score -247033.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -370528.312500 Penalty: 1310.758789
	Iteration 0F: 2 clusters Score -370528.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -367710.812500 Penalty: 2621.517578
	Iteration 0F: 3 clusters Score -367710.8 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -368481.062500 Penalty: 2621.517578
	Iteration 1F: 3 clusters Score -368481.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -368708.687500 Penalty: 2621.517578
	Iteration 2F: 3 clusters Score -368708.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -368922.312500 Penalty: 2621.517578
	Iteration 3F: 3 clusters Score -368922.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -369160.062500 Penalty: 2621.517578
	Iteration 4F: 3 clusters Score -369160.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -369401.031250 Penalty: 2621.517578
	Iteration 5F: 3 clusters Score -369401 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -369661.781250 Penalty: 2621.517578
	Iteration 6F: 3 clusters Score -369661.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -369922.750000 Penalty: 2621.517578
	Iteration 7Q: 3 clusters Score -369922.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -370074.656250 Penalty: 2621.517578
	Iteration 8Q: 3 clusters Score -370074.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -370152.687500 Penalty: 2621.517578
	Iteration 9Q: 3 clusters Score -370152.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -370212.968750 Penalty: 2621.517578
	Iteration 10Q: 3 clusters Score -370213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -370261.031250 Penalty: 2621.517578
	Iteration 11Q: 3 clusters Score -370261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -370291.843750 Penalty: 2621.517578
	Iteration 12Q: 3 clusters Score -370291.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -370310.781250 Penalty: 2621.517578
	Iteration 13Q: 3 clusters Score -370310.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -370321.625000 Penalty: 2621.517578
	Iteration 14Q: 3 clusters Score -370321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -370326.812500 Penalty: 2621.517578
	Iteration 15Q: 3 clusters Score -370326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -370327.343750 Penalty: 2621.517578
	Iteration 16Q: 3 clusters Score -370327.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -370329.062500 Penalty: 2621.517578
	Iteration 17Q: 3 clusters Score -370329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -370331.937500 Penalty: 2621.517578
	Iteration 18Q: 3 clusters Score -370331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -370334.593750 Penalty: 2621.517578
	Iteration 19Q: 3 clusters Score -370334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -370336.593750 Penalty: 2621.517578
	Iteration 20F: 3 clusters Score -370336.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -370338.968750 Penalty: 2621.517578
	Iteration 21Q: 3 clusters Score -370339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -370343.406250 Penalty: 2621.517578
	Iteration 22Q: 3 clusters Score -370343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -370347.000000 Penalty: 2621.517578
	Iteration 23Q: 3 clusters Score -370347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -370352.406250 Penalty: 2621.517578
	Iteration 24Q: 3 clusters Score -370352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -370355.968750 Penalty: 2621.517578
	Iteration 25Q: 3 clusters Score -370356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -370361.812500 Penalty: 2621.517578
	Iteration 26Q: 3 clusters Score -370361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -370366.187500 Penalty: 2621.517578
	Iteration 27Q: 3 clusters Score -370366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -370373.218750 Penalty: 2621.517578
	Iteration 28Q: 3 clusters Score -370373.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -370380.437500 Penalty: 2621.517578
	Iteration 29Q: 3 clusters Score -370380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -370384.468750 Penalty: 2621.517578
	Iteration 30Q: 3 clusters Score -370384.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -370388.468750 Penalty: 2621.517578
	Iteration 31Q: 3 clusters Score -370388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -370389.406250 Penalty: 2621.517578
	Iteration 32Q: 3 clusters Score -370389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -370392.156250 Penalty: 2621.517578
	Iteration 33Q: 3 clusters Score -370392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -370392.093750 Penalty: 2621.517578
	Iteration 34Q: 3 clusters Score -370392.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -370392.281250 Penalty: 2621.517578
	Iteration 35Q: 3 clusters Score -370392.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -370392.281250 Penalty: 2621.517578
	Iteration 36F: 3 clusters Score -370392.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Entering Unmasked Estep 
Score: -665936.250000 Penalty: 1401.732666
	Iteration 0F: 2 clusters Score -665936.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -661613.687500 Penalty: 2803.465332
	Iteration 0F: 3 clusters Score -661613.7 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -663073.375000 Penalty: 2803.465332
	Iteration 1F: 3 clusters Score -663073.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -663496.187500 Penalty: 2803.465332
	Iteration 2F: 3 clusters Score -663496.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -663897.250000 Penalty: 2803.465332
	Iteration 3F: 3 clusters Score -663897.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -664271.375000 Penalty: 2803.465332
	Iteration 4F: 3 clusters Score -664271.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -664519.375000 Penalty: 2803.465332
	Iteration 5F: 3 clusters Score -664519.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -664705.500000 Penalty: 2803.465332
	Iteration 6Q: 3 clusters Score -664705.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -664829.375000 Penalty: 2803.465332
	Iteration 7Q: 3 clusters Score -664829.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -664931.000000 Penalty: 2803.465332
	Iteration 8Q: 3 clusters Score -664931 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -665004.625000 Penalty: 2803.465332
	Iteration 9Q: 3 clusters Score -665004.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -665056.750000 Penalty: 2803.465332
	Iteration 10Q: 3 clusters Score -665056.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -665108.125000 Penalty: 2803.465332
	Iteration 11Q: 3 clusters Score -665108.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -665150.625000 Penalty: 2803.465332
	Iteration 12Q: 3 clusters Score -665150.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -665186.125000 Penalty: 2803.465332
	Iteration 13Q: 3 clusters Score -665186.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -665216.812500 Penalty: 2803.465332
	Iteration 14Q: 3 clusters Score -665216.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -665239.250000 Penalty: 2803.465332
	Iteration 15Q: 3 clusters Score -665239.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -665252.625000 Penalty: 2803.465332
	Iteration 16Q: 3 clusters Score -665252.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -665264.375000 Penalty: 2803.465332
	Iteration 17Q: 3 clusters Score -665264.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -665272.062500 Penalty: 2803.465332
	Iteration 18Q: 3 clusters Score -665272.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -665278.187500 Penalty: 2803.465332
	Iteration 19Q: 3 clusters Score -665278.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -665282.937500 Penalty: 2803.465332
	Iteration 20F: 3 clusters Score -665282.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -665286.375000 Penalty: 2803.465332
	Iteration 21Q: 3 clusters Score -665286.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -665291.437500 Penalty: 2803.465332
	Iteration 22Q: 3 clusters Score -665291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -665294.687500 Penalty: 2803.465332
	Iteration 23Q: 3 clusters Score -665294.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -665299.625000 Penalty: 2803.465332
	Iteration 24Q: 3 clusters Score -665299.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -665300.937500 Penalty: 2803.465332
	Iteration 25Q: 3 clusters Score -665300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -665300.937500 Penalty: 2803.465332
	Iteration 26F: 3 clusters Score -665300.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Entering Unmasked Estep 
Score: -5290739.500000 Penalty: 1728.989258
	Iteration 0F: 2 clusters Score -5290740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -5262722.000000 Penalty: 3457.978516
	Iteration 0F: 3 clusters Score -5262722 nChanged 19518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -5273592.500000 Penalty: 3457.978516
	Iteration 1F: 3 clusters Score -5273592 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -5274007.500000 Penalty: 3457.978516
	Iteration 2Q: 3 clusters Score -5274008 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -5274485.000000 Penalty: 3457.978516
	Iteration 3Q: 3 clusters Score -5274485 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -5274989.500000 Penalty: 3457.978516
	Iteration 4Q: 3 clusters Score -5274990 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -5275703.000000 Penalty: 3457.978516
	Iteration 5Q: 3 clusters Score -5275703 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -5276662.000000 Penalty: 3457.978516
	Iteration 6Q: 3 clusters Score -5276662 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -5277897.500000 Penalty: 3457.978516
	Iteration 7Q: 3 clusters Score -5277898 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -5279509.000000 Penalty: 3457.978516
	Iteration 8F: 3 clusters Score -5279509 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -5281431.000000 Penalty: 3457.978516
	Iteration 9F: 3 clusters Score -5281431 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -5283335.000000 Penalty: 3457.978516
	Iteration 10F: 3 clusters Score -5283335 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -5284569.500000 Penalty: 3457.978516
	Iteration 11F: 3 clusters Score -5284570 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5285134.500000 Penalty: 3457.978516
	Iteration 12Q: 3 clusters Score -5285134 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -5285519.500000 Penalty: 3457.978516
	Iteration 13Q: 3 clusters Score -5285520 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -5285820.500000 Penalty: 3457.978516
	Iteration 14Q: 3 clusters Score -5285820 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -5286205.500000 Penalty: 3457.978516
	Iteration 15Q: 3 clusters Score -5286206 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -5286588.500000 Penalty: 3457.978516
	Iteration 16Q: 3 clusters Score -5286588 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -5287033.000000 Penalty: 3457.978516
	Iteration 17Q: 3 clusters Score -5287033 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -5287386.500000 Penalty: 3457.978516
	Iteration 18Q: 3 clusters Score -5287386 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -5287717.500000 Penalty: 3457.978516
	Iteration 19Q: 3 clusters Score -5287718 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -5287956.000000 Penalty: 3457.978516
	Iteration 20F: 3 clusters Score -5287956 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -5288129.000000 Penalty: 3457.978516
	Iteration 21Q: 3 clusters Score -5288129 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -5288336.500000 Penalty: 3457.978516
	Iteration 22Q: 3 clusters Score -5288336 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -5288473.000000 Penalty: 3457.978516
	Iteration 23Q: 3 clusters Score -5288473 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -5288599.000000 Penalty: 3457.978516
	Iteration 24Q: 3 clusters Score -5288599 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -5288708.000000 Penalty: 3457.978516
	Iteration 25Q: 3 clusters Score -5288708 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -5288769.500000 Penalty: 3457.978516
	Iteration 26Q: 3 clusters Score -5288770 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -5288844.500000 Penalty: 3457.978516
	Iteration 27Q: 3 clusters Score -5288844 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -5288921.500000 Penalty: 3457.978516
	Iteration 28Q: 3 clusters Score -5288922 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -5288987.500000 Penalty: 3457.978516
	Iteration 29Q: 3 clusters Score -5288988 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -5289034.000000 Penalty: 3457.978516
	Iteration 30Q: 3 clusters Score -5289034 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -5289068.000000 Penalty: 3457.978516
	Iteration 31Q: 3 clusters Score -5289068 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -5289084.500000 Penalty: 3457.978516
	Iteration 32Q: 3 clusters Score -5289084 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -5289118.500000 Penalty: 3457.978516
	Iteration 33Q: 3 clusters Score -5289118 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -5289147.500000 Penalty: 3457.978516
	Iteration 34Q: 3 clusters Score -5289148 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -5289169.000000 Penalty: 3457.978516
	Iteration 35Q: 3 clusters Score -5289169 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -5289201.000000 Penalty: 3457.978516
	Iteration 36Q: 3 clusters Score -5289201 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -5289240.000000 Penalty: 3457.978516
	Iteration 37Q: 3 clusters Score -5289240 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -5289261.500000 Penalty: 3457.978516
	Iteration 38Q: 3 clusters Score -5289262 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -5289283.000000 Penalty: 3457.978516
	Iteration 39Q: 3 clusters Score -5289283 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -5289301.500000 Penalty: 3457.978516
	Iteration 40F: 3 clusters Score -5289302 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5289341.000000 Penalty: 3457.978516
	Iteration 41Q: 3 clusters Score -5289341 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -5289387.500000 Penalty: 3457.978516
	Iteration 42Q: 3 clusters Score -5289388 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5289405.000000 Penalty: 3457.978516
	Iteration 43Q: 3 clusters Score -5289405 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -5289419.500000 Penalty: 3457.978516
	Iteration 44Q: 3 clusters Score -5289420 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -5289437.500000 Penalty: 3457.978516
	Iteration 45Q: 3 clusters Score -5289438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -5289459.500000 Penalty: 3457.978516
	Iteration 46Q: 3 clusters Score -5289460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -5289475.500000 Penalty: 3457.978516
	Iteration 47Q: 3 clusters Score -5289476 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -5289495.000000 Penalty: 3457.978516
	Iteration 48Q: 3 clusters Score -5289495 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -5289501.500000 Penalty: 3457.978516
	Iteration 49Q: 3 clusters Score -5289502 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -5289525.000000 Penalty: 3457.978516
	Iteration 50Q: 3 clusters Score -5289525 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -5289532.500000 Penalty: 3457.978516
	Iteration 51Q: 3 clusters Score -5289532 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -5289528.500000 Penalty: 3457.978516
	Iteration 52Q: 3 clusters Score -5289528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -5289512.000000 Penalty: 3457.978516
	Iteration 53Q: 3 clusters Score -5289512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -5289521.500000 Penalty: 3457.978516
	Iteration 54Q: 3 clusters Score -5289522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -5289534.000000 Penalty: 3457.978516
	Iteration 55Q: 3 clusters Score -5289534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -5289554.500000 Penalty: 3457.978516
	Iteration 56Q: 3 clusters Score -5289554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -5289569.000000 Penalty: 3457.978516
	Iteration 57Q: 3 clusters Score -5289569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -5289576.500000 Penalty: 3457.978516
	Iteration 58Q: 3 clusters Score -5289576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -5289577.500000 Penalty: 3457.978516
	Iteration 59Q: 3 clusters Score -5289578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -5289583.500000 Penalty: 3457.978516
	Iteration 60F: 3 clusters Score -5289584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -5289581.000000 Penalty: 3457.978516
	Iteration 61Q: 3 clusters Score -5289581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5289579.000000 Penalty: 3457.978516
	Iteration 62Q: 3 clusters Score -5289579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -5289579.000000 Penalty: 3457.978516
	Iteration 63Q: 3 clusters Score -5289579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -5289586.000000 Penalty: 3457.978516
	Iteration 64Q: 3 clusters Score -5289586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -5289589.000000 Penalty: 3457.978516
	Iteration 65Q: 3 clusters Score -5289589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -5289606.000000 Penalty: 3457.978516
	Iteration 66Q: 3 clusters Score -5289606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5289603.500000 Penalty: 3457.978516
	Iteration 67Q: 3 clusters Score -5289604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -5289601.500000 Penalty: 3457.978516
	Iteration 68Q: 3 clusters Score -5289602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -5289616.000000 Penalty: 3457.978516
	Iteration 69Q: 3 clusters Score -5289616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -5289622.500000 Penalty: 3457.978516
	Iteration 70Q: 3 clusters Score -5289622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -5289630.000000 Penalty: 3457.978516
	Iteration 71Q: 3 clusters Score -5289630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5289632.500000 Penalty: 3457.978516
	Iteration 72Q: 3 clusters Score -5289632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -5289631.000000 Penalty: 3457.978516
	Iteration 73Q: 3 clusters Score -5289631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -5289616.000000 Penalty: 3457.978516
	Iteration 74Q: 3 clusters Score -5289616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5289614.000000 Penalty: 3457.978516
	Iteration 75Q: 3 clusters Score -5289614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5289621.500000 Penalty: 3457.978516
	Iteration 76Q: 3 clusters Score -5289622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -5289620.000000 Penalty: 3457.978516
	Iteration 77Q: 3 clusters Score -5289620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -5289619.500000 Penalty: 3457.978516
	Iteration 78Q: 3 clusters Score -5289620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -5289633.000000 Penalty: 3457.978516
	Iteration 79Q: 3 clusters Score -5289633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -5289647.500000 Penalty: 3457.978516
	Iteration 80F: 3 clusters Score -5289648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -5289646.500000 Penalty: 3457.978516
	Iteration 81Q: 3 clusters Score -5289646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -5289656.000000 Penalty: 3457.978516
	Iteration 82Q: 3 clusters Score -5289656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5289653.500000 Penalty: 3457.978516
	Iteration 83Q: 3 clusters Score -5289654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -5289665.000000 Penalty: 3457.978516
	Iteration 84Q: 3 clusters Score -5289665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -5289668.500000 Penalty: 3457.978516
	Iteration 85Q: 3 clusters Score -5289668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -5289668.500000 Penalty: 3457.978516
	Iteration 86Q: 3 clusters Score -5289668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -5289668.500000 Penalty: 3457.978516
	Iteration 87Q: 3 clusters Score -5289668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -5289670.000000 Penalty: 3457.978516
	Iteration 88Q: 3 clusters Score -5289670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -5289669.500000 Penalty: 3457.978516
	Iteration 89Q: 3 clusters Score -5289670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -5289668.000000 Penalty: 3457.978516
	Iteration 90Q: 3 clusters Score -5289668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -5289658.500000 Penalty: 3457.978516
	Iteration 91Q: 3 clusters Score -5289658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -5289658.000000 Penalty: 3457.978516
	Iteration 92Q: 3 clusters Score -5289658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -5289659.000000 Penalty: 3457.978516
	Iteration 93Q: 3 clusters Score -5289659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5289660.000000 Penalty: 3457.978516
	Iteration 94Q: 3 clusters Score -5289660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -5289656.000000 Penalty: 3457.978516
	Iteration 95Q: 3 clusters Score -5289656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -5289657.000000 Penalty: 3457.978516
	Iteration 96Q: 3 clusters Score -5289657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5289659.000000 Penalty: 3457.978516
	Iteration 97Q: 3 clusters Score -5289659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -5289657.500000 Penalty: 3457.978516
	Iteration 98Q: 3 clusters Score -5289658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -5289653.500000 Penalty: 3457.978516
	Iteration 99Q: 3 clusters Score -5289654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -5289655.500000 Penalty: 3457.978516
	Iteration 100F: 3 clusters Score -5289656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -5289662.000000 Penalty: 3457.978516
	Iteration 101Q: 3 clusters Score -5289662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -5289672.000000 Penalty: 3457.978516
	Iteration 102Q: 3 clusters Score -5289672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -5289667.000000 Penalty: 3457.978516
	Iteration 103Q: 3 clusters Score -5289667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5289680.500000 Penalty: 3457.978516
	Iteration 104Q: 3 clusters Score -5289680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -5289683.500000 Penalty: 3457.978516
	Iteration 105Q: 3 clusters Score -5289684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5289679.000000 Penalty: 3457.978516
	Iteration 106Q: 3 clusters Score -5289679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5289676.500000 Penalty: 3457.978516
	Iteration 107Q: 3 clusters Score -5289676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -5289679.000000 Penalty: 3457.978516
	Iteration 108Q: 3 clusters Score -5289679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -5289675.500000 Penalty: 3457.978516
	Iteration 109Q: 3 clusters Score -5289676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -5289675.500000 Penalty: 3457.978516
	Iteration 110F: 3 clusters Score -5289676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -139426.937500 Penalty: 1155.222656
	Iteration 0F: 2 clusters Score -139426.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137832.750000 Penalty: 2310.445312
	Iteration 0F: 3 clusters Score -137832.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138115.406250 Penalty: 2310.445312
	Iteration 1F: 3 clusters Score -138115.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -138184.718750 Penalty: 2310.445312
	Iteration 2F: 3 clusters Score -138184.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -138230.093750 Penalty: 2310.445312
	Iteration 3Q: 3 clusters Score -138230.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138286.796875 Penalty: 2310.445312
	Iteration 4Q: 3 clusters Score -138286.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138327.281250 Penalty: 2310.445312
	Iteration 5Q: 3 clusters Score -138327.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138372.203125 Penalty: 2310.445312
	Iteration 6Q: 3 clusters Score -138372.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -138404.968750 Penalty: 2310.445312
	Iteration 7Q: 3 clusters Score -138405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -138439.875000 Penalty: 2310.445312
	Iteration 8Q: 3 clusters Score -138439.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -138470.921875 Penalty: 2310.445312
	Iteration 9Q: 3 clusters Score -138470.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -138488.578125 Penalty: 2310.445312
	Iteration 10Q: 3 clusters Score -138488.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138509.734375 Penalty: 2310.445312
	Iteration 11Q: 3 clusters Score -138509.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -138528.046875 Penalty: 2310.445312
	Iteration 12Q: 3 clusters Score -138528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138542.250000 Penalty: 2310.445312
	Iteration 13Q: 3 clusters Score -138542.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -138549.796875 Penalty: 2310.445312
	Iteration 14Q: 3 clusters Score -138549.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -138564.515625 Penalty: 2310.445312
	Iteration 15Q: 3 clusters Score -138564.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -138580.453125 Penalty: 2310.445312
	Iteration 16Q: 3 clusters Score -138580.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -138594.984375 Penalty: 2310.445312
	Iteration 17Q: 3 clusters Score -138595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -138607.718750 Penalty: 2310.445312
	Iteration 18Q: 3 clusters Score -138607.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -138623.921875 Penalty: 2310.445312
	Iteration 19Q: 3 clusters Score -138623.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -138640.031250 Penalty: 2310.445312
	Iteration 20F: 3 clusters Score -138640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -138654.375000 Penalty: 2310.445312
	Iteration 21Q: 3 clusters Score -138654.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -138668.000000 Penalty: 2310.445312
	Iteration 22Q: 3 clusters Score -138668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -138689.593750 Penalty: 2310.445312
	Iteration 23Q: 3 clusters Score -138689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138707.156250 Penalty: 2310.445312
	Iteration 24Q: 3 clusters Score -138707.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -138723.937500 Penalty: 2310.445312
	Iteration 25Q: 3 clusters Score -138723.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -138735.515625 Penalty: 2310.445312
	Iteration 26Q: 3 clusters Score -138735.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -138744.734375 Penalty: 2310.445312
	Iteration 27Q: 3 clusters Score -138744.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -138757.531250 Penalty: 2310.445312
	Iteration 28Q: 3 clusters Score -138757.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -138770.984375 Penalty: 2310.445312
	Iteration 29Q: 3 clusters Score -138771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -138779.062500 Penalty: 2310.445312
	Iteration 30Q: 3 clusters Score -138779.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -138786.484375 Penalty: 2310.445312
	Iteration 31Q: 3 clusters Score -138786.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -138793.218750 Penalty: 2310.445312
	Iteration 32Q: 3 clusters Score -138793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -138796.234375 Penalty: 2310.445312
	Iteration 33Q: 3 clusters Score -138796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -138797.406250 Penalty: 2310.445312
	Iteration 34Q: 3 clusters Score -138797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -138798.718750 Penalty: 2310.445312
	Iteration 35Q: 3 clusters Score -138798.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -138798.984375 Penalty: 2310.445312
	Iteration 36Q: 3 clusters Score -138799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -138800.578125 Penalty: 2310.445312
	Iteration 37Q: 3 clusters Score -138800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -138805.703125 Penalty: 2310.445312
	Iteration 38Q: 3 clusters Score -138805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -138807.781250 Penalty: 2310.445312
	Iteration 39Q: 3 clusters Score -138807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138809.625000 Penalty: 2310.445312
	Iteration 40F: 3 clusters Score -138809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -138810.796875 Penalty: 2310.445312
	Iteration 41Q: 3 clusters Score -138810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138811.859375 Penalty: 2310.445312
	Iteration 42Q: 3 clusters Score -138811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -138812.390625 Penalty: 2310.445312
	Iteration 43Q: 3 clusters Score -138812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138814.015625 Penalty: 2310.445312
	Iteration 44Q: 3 clusters Score -138814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -138814.781250 Penalty: 2310.445312
	Iteration 45Q: 3 clusters Score -138814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138816.031250 Penalty: 2310.445312
	Iteration 46Q: 3 clusters Score -138816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -138817.437500 Penalty: 2310.445312
	Iteration 47Q: 3 clusters Score -138817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138818.750000 Penalty: 2310.445312
	Iteration 48Q: 3 clusters Score -138818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -138819.062500 Penalty: 2310.445312
	Iteration 49Q: 3 clusters Score -138819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -138819.062500 Penalty: 2310.445312
	Iteration 50F: 3 clusters Score -138819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -24665.582031 Penalty: 924.133545
	Iteration 0F: 2 clusters Score -24665.58 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 156 members 
Entering Unmasked Estep 
Score: -23930.978516 Penalty: 1848.267090
	Iteration 0F: 3 clusters Score -23930.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24136.048828 Penalty: 1848.267090
	Iteration 1F: 3 clusters Score -24136.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24206.898438 Penalty: 1848.267090
	Iteration 2F: 3 clusters Score -24206.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24281.429688 Penalty: 1848.267090
	Iteration 3F: 3 clusters Score -24281.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24299.958984 Penalty: 1848.267090
	Iteration 4Q: 3 clusters Score -24299.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24307.638672 Penalty: 1848.267090
	Iteration 5Q: 3 clusters Score -24307.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24307.638672 Penalty: 1848.267090
	Iteration 6F: 3 clusters Score -24307.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -62461.910156 Penalty: 1043.249146
	Iteration 0F: 2 clusters Score -62461.91 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 301 members 
Entering Unmasked Estep 
Score: -61340.339844 Penalty: 2086.498291
	Iteration 0F: 3 clusters Score -61340.34 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61544.167969 Penalty: 2086.498291
	Iteration 1F: 3 clusters Score -61544.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61652.480469 Penalty: 2086.498291
	Iteration 2F: 3 clusters Score -61652.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61716.015625 Penalty: 2086.498291
	Iteration 3F: 3 clusters Score -61716.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61755.308594 Penalty: 2086.498291
	Iteration 4Q: 3 clusters Score -61755.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61801.980469 Penalty: 2086.498291
	Iteration 5Q: 3 clusters Score -61801.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61862.128906 Penalty: 2086.498291
	Iteration 6Q: 3 clusters Score -61862.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61922.125000 Penalty: 2086.498291
	Iteration 7Q: 3 clusters Score -61922.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61980.414062 Penalty: 2086.498291
	Iteration 8Q: 3 clusters Score -61980.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62025.535156 Penalty: 2086.498291
	Iteration 9Q: 3 clusters Score -62025.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62084.312500 Penalty: 2086.498291
	Iteration 10Q: 3 clusters Score -62084.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62152.046875 Penalty: 2086.498291
	Iteration 11Q: 3 clusters Score -62152.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62178.699219 Penalty: 2086.498291
	Iteration 12Q: 3 clusters Score -62178.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62198.656250 Penalty: 2086.498291
	Iteration 13Q: 3 clusters Score -62198.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62208.292969 Penalty: 2086.498291
	Iteration 14Q: 3 clusters Score -62208.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62209.386719 Penalty: 2086.498291
	Iteration 15Q: 3 clusters Score -62209.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62212.035156 Penalty: 2086.498291
	Iteration 16Q: 3 clusters Score -62212.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62212.035156 Penalty: 2086.498291
	Iteration 17F: 3 clusters Score -62212.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -15511.034180 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -15511.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14899.455078 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -14899.46 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15039.062500 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -15039.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15057.958984 Penalty: 1785.244995
	Iteration 2Q: 3 clusters Score -15057.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15068.845703 Penalty: 1785.244995
	Iteration 3Q: 3 clusters Score -15068.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15077.829102 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -15077.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15093.458984 Penalty: 1785.244995
	Iteration 5Q: 3 clusters Score -15093.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15102.777344 Penalty: 1785.244995
	Iteration 6Q: 3 clusters Score -15102.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15114.414062 Penalty: 1785.244995
	Iteration 7Q: 3 clusters Score -15114.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15116.748047 Penalty: 1785.244995
	Iteration 8Q: 3 clusters Score -15116.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15119.530273 Penalty: 1785.244995
	Iteration 9Q: 3 clusters Score -15119.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15138.582031 Penalty: 1785.244995
	Iteration 10Q: 3 clusters Score -15138.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15155.167969 Penalty: 1785.244995
	Iteration 11Q: 3 clusters Score -15155.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15160.400391 Penalty: 1785.244995
	Iteration 12Q: 3 clusters Score -15160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15160.400391 Penalty: 1785.244995
	Iteration 13F: 3 clusters Score -15160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -1179669.625000 Penalty: 1492.215698
	Iteration 0F: 2 clusters Score -1179670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1172756.000000 Penalty: 2984.431396
	Iteration 0F: 3 clusters Score -1172756 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1175114.125000 Penalty: 2984.431396
	Iteration 1F: 3 clusters Score -1175114 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1175489.500000 Penalty: 2984.431396
	Iteration 2F: 3 clusters Score -1175490 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1175863.000000 Penalty: 2984.431396
	Iteration 3F: 3 clusters Score -1175863 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1176260.250000 Penalty: 2984.431396
	Iteration 4F: 3 clusters Score -1176260 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1176718.000000 Penalty: 2984.431396
	Iteration 5F: 3 clusters Score -1176718 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1177183.500000 Penalty: 2984.431396
	Iteration 6F: 3 clusters Score -1177184 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1177576.375000 Penalty: 2984.431396
	Iteration 7F: 3 clusters Score -1177576 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1177864.000000 Penalty: 2984.431396
	Iteration 8Q: 3 clusters Score -1177864 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1178062.625000 Penalty: 2984.431396
	Iteration 9Q: 3 clusters Score -1178063 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1178174.625000 Penalty: 2984.431396
	Iteration 10Q: 3 clusters Score -1178175 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1178242.250000 Penalty: 2984.431396
	Iteration 11Q: 3 clusters Score -1178242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1178283.500000 Penalty: 2984.431396
	Iteration 12Q: 3 clusters Score -1178284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1178314.375000 Penalty: 2984.431396
	Iteration 13Q: 3 clusters Score -1178314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1178360.500000 Penalty: 2984.431396
	Iteration 14Q: 3 clusters Score -1178360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1178408.875000 Penalty: 2984.431396
	Iteration 15Q: 3 clusters Score -1178409 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1178444.625000 Penalty: 2984.431396
	Iteration 16Q: 3 clusters Score -1178445 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1178485.000000 Penalty: 2984.431396
	Iteration 17Q: 3 clusters Score -1178485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1178519.625000 Penalty: 2984.431396
	Iteration 18Q: 3 clusters Score -1178520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1178550.000000 Penalty: 2984.431396
	Iteration 19Q: 3 clusters Score -1178550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1178579.500000 Penalty: 2984.431396
	Iteration 20F: 3 clusters Score -1178580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1178616.375000 Penalty: 2984.431396
	Iteration 21Q: 3 clusters Score -1178616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1178644.625000 Penalty: 2984.431396
	Iteration 22Q: 3 clusters Score -1178645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1178670.125000 Penalty: 2984.431396
	Iteration 23Q: 3 clusters Score -1178670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1178690.875000 Penalty: 2984.431396
	Iteration 24Q: 3 clusters Score -1178691 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1178703.875000 Penalty: 2984.431396
	Iteration 25Q: 3 clusters Score -1178704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1178710.000000 Penalty: 2984.431396
	Iteration 26Q: 3 clusters Score -1178710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1178713.125000 Penalty: 2984.431396
	Iteration 27Q: 3 clusters Score -1178713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1178715.500000 Penalty: 2984.431396
	Iteration 28Q: 3 clusters Score -1178716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1178720.000000 Penalty: 2984.431396
	Iteration 29Q: 3 clusters Score -1178720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1178723.875000 Penalty: 2984.431396
	Iteration 30Q: 3 clusters Score -1178724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1178724.750000 Penalty: 2984.431396
	Iteration 31Q: 3 clusters Score -1178725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1178727.375000 Penalty: 2984.431396
	Iteration 32Q: 3 clusters Score -1178727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1178727.750000 Penalty: 2984.431396
	Iteration 33Q: 3 clusters Score -1178728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1178726.375000 Penalty: 2984.431396
	Iteration 34Q: 3 clusters Score -1178726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1178726.250000 Penalty: 2984.431396
	Iteration 35Q: 3 clusters Score -1178726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1178726.250000 Penalty: 2984.431396
	Iteration 36Q: 3 clusters Score -1178726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1178727.250000 Penalty: 2984.431396
	Iteration 37Q: 3 clusters Score -1178727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1178727.625000 Penalty: 2984.431396
	Iteration 38Q: 3 clusters Score -1178728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1178727.625000 Penalty: 2984.431396
	Iteration 39F: 3 clusters Score -1178728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (92382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Entering Unmasked Estep 
Score: -11641147.000000 Penalty: 1857.974121
	Iteration 0F: 2 clusters Score -1.164115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -11582404.000000 Penalty: 3715.948242
	Iteration 0F: 3 clusters Score -1.15824e+07 nChanged 44052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -11607732.000000 Penalty: 3715.948242
	Iteration 1F: 3 clusters Score -1.160773e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -11608523.000000 Penalty: 3715.948242
	Iteration 2Q: 3 clusters Score -1.160852e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -11609307.000000 Penalty: 3715.948242
	Iteration 3Q: 3 clusters Score -1.160931e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -11610667.000000 Penalty: 3715.948242
	Iteration 4Q: 3 clusters Score -1.161067e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -11612931.000000 Penalty: 3715.948242
	Iteration 5F: 3 clusters Score -1.161293e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -11616735.000000 Penalty: 3715.948242
	Iteration 6F: 3 clusters Score -1.161674e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -11622143.000000 Penalty: 3715.948242
	Iteration 7F: 3 clusters Score -1.162214e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -11627092.000000 Penalty: 3715.948242
	Iteration 8F: 3 clusters Score -1.162709e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -11629500.000000 Penalty: 3715.948242
	Iteration 9F: 3 clusters Score -1.16295e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -11630453.000000 Penalty: 3715.948242
	Iteration 10Q: 3 clusters Score -1.163045e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -11630937.000000 Penalty: 3715.948242
	Iteration 11Q: 3 clusters Score -1.163094e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -11631312.000000 Penalty: 3715.948242
	Iteration 12Q: 3 clusters Score -1.163131e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -11631614.000000 Penalty: 3715.948242
	Iteration 13Q: 3 clusters Score -1.163161e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -11631858.000000 Penalty: 3715.948242
	Iteration 14Q: 3 clusters Score -1.163186e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -11631947.000000 Penalty: 3715.948242
	Iteration 15Q: 3 clusters Score -1.163195e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -11631994.000000 Penalty: 3715.948242
	Iteration 16Q: 3 clusters Score -1.163199e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -11632081.000000 Penalty: 3715.948242
	Iteration 17Q: 3 clusters Score -1.163208e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -11632083.000000 Penalty: 3715.948242
	Iteration 18Q: 3 clusters Score -1.163208e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -11631961.000000 Penalty: 3715.948242
	Iteration 19Q: 3 clusters Score -1.163196e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -11631894.000000 Penalty: 3715.948242
	Iteration 20F: 3 clusters Score -1.163189e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -11631866.000000 Penalty: 3715.948242
	Iteration 21Q: 3 clusters Score -1.163187e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -11631815.000000 Penalty: 3715.948242
	Iteration 22Q: 3 clusters Score -1.163182e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -11631848.000000 Penalty: 3715.948242
	Iteration 23Q: 3 clusters Score -1.163185e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -11631839.000000 Penalty: 3715.948242
	Iteration 24Q: 3 clusters Score -1.163184e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -11632001.000000 Penalty: 3715.948242
	Iteration 25Q: 3 clusters Score -1.1632e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -11632179.000000 Penalty: 3715.948242
	Iteration 26Q: 3 clusters Score -1.163218e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -11632348.000000 Penalty: 3715.948242
	Iteration 27Q: 3 clusters Score -1.163235e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73625 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -11632563.000000 Penalty: 3715.948242
	Iteration 28Q: 3 clusters Score -1.163256e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -11632906.000000 Penalty: 3715.948242
	Iteration 29Q: 3 clusters Score -1.163291e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -11633255.000000 Penalty: 3715.948242
	Iteration 30Q: 3 clusters Score -1.163326e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -11633583.000000 Penalty: 3715.948242
	Iteration 31Q: 3 clusters Score -1.163358e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -11633911.000000 Penalty: 3715.948242
	Iteration 32Q: 3 clusters Score -1.163391e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -11634957.000000 Penalty: 3715.948242
	Iteration 33Q: 3 clusters Score -1.163496e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -11636150.000000 Penalty: 3715.948242
	Iteration 34Q: 3 clusters Score -1.163615e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -11637065.000000 Penalty: 3715.948242
	Iteration 35Q: 3 clusters Score -1.163706e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -11637811.000000 Penalty: 3715.948242
	Iteration 36Q: 3 clusters Score -1.163781e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -11638499.000000 Penalty: 3715.948242
	Iteration 37Q: 3 clusters Score -1.16385e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -11639000.000000 Penalty: 3715.948242
	Iteration 38Q: 3 clusters Score -1.1639e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -11639431.000000 Penalty: 3715.948242
	Iteration 39Q: 3 clusters Score -1.163943e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -11639721.000000 Penalty: 3715.948242
	Iteration 40F: 3 clusters Score -1.163972e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87894 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -11639932.000000 Penalty: 3715.948242
	Iteration 41Q: 3 clusters Score -1.163993e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -11640123.000000 Penalty: 3715.948242
	Iteration 42Q: 3 clusters Score -1.164012e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -11640261.000000 Penalty: 3715.948242
	Iteration 43Q: 3 clusters Score -1.164026e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -11640317.000000 Penalty: 3715.948242
	Iteration 44Q: 3 clusters Score -1.164032e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -11640338.000000 Penalty: 3715.948242
	Iteration 45Q: 3 clusters Score -1.164034e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89784 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -11640351.000000 Penalty: 3715.948242
	Iteration 46Q: 3 clusters Score -1.164035e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -11640419.000000 Penalty: 3715.948242
	Iteration 47Q: 3 clusters Score -1.164042e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90211 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -11640372.000000 Penalty: 3715.948242
	Iteration 48Q: 3 clusters Score -1.164037e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -11640392.000000 Penalty: 3715.948242
	Iteration 49Q: 3 clusters Score -1.164039e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -11640406.000000 Penalty: 3715.948242
	Iteration 50Q: 3 clusters Score -1.164041e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -11640385.000000 Penalty: 3715.948242
	Iteration 51Q: 3 clusters Score -1.164038e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -11640385.000000 Penalty: 3715.948242
	Iteration 52Q: 3 clusters Score -1.164038e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11640394.000000 Penalty: 3715.948242
	Iteration 53Q: 3 clusters Score -1.164039e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90910 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11640353.000000 Penalty: 3715.948242
	Iteration 54Q: 3 clusters Score -1.164035e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90986 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -11640334.000000 Penalty: 3715.948242
	Iteration 55Q: 3 clusters Score -1.164033e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91045 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11640328.000000 Penalty: 3715.948242
	Iteration 56Q: 3 clusters Score -1.164033e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11640355.000000 Penalty: 3715.948242
	Iteration 57Q: 3 clusters Score -1.164036e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11640339.000000 Penalty: 3715.948242
	Iteration 58Q: 3 clusters Score -1.164034e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11640331.000000 Penalty: 3715.948242
	Iteration 59Q: 3 clusters Score -1.164033e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -11640340.000000 Penalty: 3715.948242
	Iteration 60F: 3 clusters Score -1.164034e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11640357.000000 Penalty: 3715.948242
	Iteration 61Q: 3 clusters Score -1.164036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11640364.000000 Penalty: 3715.948242
	Iteration 62Q: 3 clusters Score -1.164036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91293 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11640376.000000 Penalty: 3715.948242
	Iteration 63Q: 3 clusters Score -1.164038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11640360.000000 Penalty: 3715.948242
	Iteration 64Q: 3 clusters Score -1.164036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11640352.000000 Penalty: 3715.948242
	Iteration 65Q: 3 clusters Score -1.164035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11640350.000000 Penalty: 3715.948242
	Iteration 66Q: 3 clusters Score -1.164035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -11640353.000000 Penalty: 3715.948242
	Iteration 67Q: 3 clusters Score -1.164035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11640327.000000 Penalty: 3715.948242
	Iteration 68Q: 3 clusters Score -1.164033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11640326.000000 Penalty: 3715.948242
	Iteration 69Q: 3 clusters Score -1.164033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11640328.000000 Penalty: 3715.948242
	Iteration 70Q: 3 clusters Score -1.164033e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91405 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -11640353.000000 Penalty: 3715.948242
	Iteration 71Q: 3 clusters Score -1.164035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11640349.000000 Penalty: 3715.948242
	Iteration 72Q: 3 clusters Score -1.164035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11640350.000000 Penalty: 3715.948242
	Iteration 73Q: 3 clusters Score -1.164035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11640340.000000 Penalty: 3715.948242
	Iteration 74Q: 3 clusters Score -1.164034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11640340.000000 Penalty: 3715.948242
	Iteration 75Q: 3 clusters Score -1.164034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11640343.000000 Penalty: 3715.948242
	Iteration 76Q: 3 clusters Score -1.164034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11640335.000000 Penalty: 3715.948242
	Iteration 77Q: 3 clusters Score -1.164034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11640339.000000 Penalty: 3715.948242
	Iteration 78Q: 3 clusters Score -1.164034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11640350.000000 Penalty: 3715.948242
	Iteration 79Q: 3 clusters Score -1.164035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11640350.000000 Penalty: 3715.948242
	Iteration 80F: 3 clusters Score -1.164035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -170439.953125 Penalty: 1190.443726
	Iteration 0F: 2 clusters Score -170440 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 762 members 
Entering Unmasked Estep 
Score: -168689.984375 Penalty: 2380.887451
	Iteration 0F: 3 clusters Score -168690 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -169185.500000 Penalty: 2380.887451
	Iteration 1F: 3 clusters Score -169185.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -169406.687500 Penalty: 2380.887451
	Iteration 2F: 3 clusters Score -169406.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -169621.750000 Penalty: 2380.887451
	Iteration 3F: 3 clusters Score -169621.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -169774.718750 Penalty: 2380.887451
	Iteration 4F: 3 clusters Score -169774.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -169872.109375 Penalty: 2380.887451
	Iteration 5Q: 3 clusters Score -169872.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -169967.531250 Penalty: 2380.887451
	Iteration 6Q: 3 clusters Score -169967.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -170010.546875 Penalty: 2380.887451
	Iteration 7Q: 3 clusters Score -170010.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -170036.375000 Penalty: 2380.887451
	Iteration 8Q: 3 clusters Score -170036.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -170061.609375 Penalty: 2380.887451
	Iteration 9Q: 3 clusters Score -170061.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -170084.343750 Penalty: 2380.887451
	Iteration 10Q: 3 clusters Score -170084.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -170105.359375 Penalty: 2380.887451
	Iteration 11Q: 3 clusters Score -170105.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -170141.500000 Penalty: 2380.887451
	Iteration 12Q: 3 clusters Score -170141.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -170175.937500 Penalty: 2380.887451
	Iteration 13Q: 3 clusters Score -170175.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -170208.203125 Penalty: 2380.887451
	Iteration 14Q: 3 clusters Score -170208.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -170236.984375 Penalty: 2380.887451
	Iteration 15Q: 3 clusters Score -170237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -170251.203125 Penalty: 2380.887451
	Iteration 16Q: 3 clusters Score -170251.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -170261.656250 Penalty: 2380.887451
	Iteration 17Q: 3 clusters Score -170261.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -170272.812500 Penalty: 2380.887451
	Iteration 18Q: 3 clusters Score -170272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -170283.640625 Penalty: 2380.887451
	Iteration 19Q: 3 clusters Score -170283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -170288.281250 Penalty: 2380.887451
	Iteration 20F: 3 clusters Score -170288.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -170291.656250 Penalty: 2380.887451
	Iteration 21Q: 3 clusters Score -170291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -170294.468750 Penalty: 2380.887451
	Iteration 22Q: 3 clusters Score -170294.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -170296.593750 Penalty: 2380.887451
	Iteration 23Q: 3 clusters Score -170296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -170297.296875 Penalty: 2380.887451
	Iteration 24Q: 3 clusters Score -170297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -170298.187500 Penalty: 2380.887451
	Iteration 25Q: 3 clusters Score -170298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -170298.953125 Penalty: 2380.887451
	Iteration 26Q: 3 clusters Score -170299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -170298.953125 Penalty: 2380.887451
	Iteration 27F: 3 clusters Score -170299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12878 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91417 members 
Mstep: Class 5 contains 29553 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 7 contains 3717 members 
Mstep: Class 8 contains 83571 members 
Mstep: Class 9 contains 80666 members 
Mstep: Class 10 contains 10600 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8027 members 
Mstep: Class 13 contains 40743 members 
Mstep: Class 14 contains 18532 members 
Mstep: Class 15 contains 64686 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12472 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 19 contains 38196 members 
Mstep: Class 20 contains 3262 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 89249 members 
Mstep: Class 23 contains 81692 members 
Mstep: Class 24 contains 2181 members 
Mstep: Class 25 contains 3185 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 41770 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9729 members 
Mstep: Class 34 contains 92382 members 
Mstep: Class 35 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227400.000000 Penalty: 75375.343750
Iteration 199Q: 35 clusters Score -1.022274e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91392 members 
Mstep: Class 5 contains 29526 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 3712 members 
Mstep: Class 8 contains 83347 members 
Mstep: Class 9 contains 80605 members 
Mstep: Class 10 contains 10559 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8033 members 
Mstep: Class 13 contains 40648 members 
Mstep: Class 14 contains 18560 members 
Mstep: Class 15 contains 65124 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12466 members 
Mstep: Class 18 contains 1816 members 
Mstep: Class 19 contains 38777 members 
Mstep: Class 20 contains 3261 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 89312 members 
Mstep: Class 23 contains 81575 members 
Mstep: Class 24 contains 2173 members 
Mstep: Class 25 contains 3185 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 41621 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9731 members 
Mstep: Class 34 contains 92131 members 
Mstep: Class 35 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228248.000000 Penalty: 75375.343750
Iteration 200F: 35 clusters Score -1.022282e+08 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12646 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91354 members 
Mstep: Class 5 contains 29546 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 83095 members 
Mstep: Class 9 contains 80552 members 
Mstep: Class 10 contains 10527 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8040 members 
Mstep: Class 13 contains 40551 members 
Mstep: Class 14 contains 18588 members 
Mstep: Class 15 contains 65583 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12462 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 39327 members 
Mstep: Class 20 contains 3261 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 89387 members 
Mstep: Class 23 contains 81421 members 
Mstep: Class 24 contains 2167 members 
Mstep: Class 25 contains 3183 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 41473 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9727 members 
Mstep: Class 34 contains 91915 members 
Mstep: Class 35 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228904.000000 Penalty: 75375.343750
Iteration 201Q: 35 clusters Score -1.022289e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12527 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91318 members 
Mstep: Class 5 contains 29555 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 3702 members 
Mstep: Class 8 contains 82855 members 
Mstep: Class 9 contains 80525 members 
Mstep: Class 10 contains 10490 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8049 members 
Mstep: Class 13 contains 40444 members 
Mstep: Class 14 contains 18605 members 
Mstep: Class 15 contains 66023 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12458 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 39849 members 
Mstep: Class 20 contains 3264 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 89445 members 
Mstep: Class 23 contains 81272 members 
Mstep: Class 24 contains 2164 members 
Mstep: Class 25 contains 3183 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 41357 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9722 members 
Mstep: Class 34 contains 91709 members 
Mstep: Class 35 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229608.000000 Penalty: 75375.343750
Iteration 202Q: 35 clusters Score -1.022296e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91266 members 
Mstep: Class 5 contains 29549 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 7 contains 3705 members 
Mstep: Class 8 contains 82661 members 
Mstep: Class 9 contains 80505 members 
Mstep: Class 10 contains 10451 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8056 members 
Mstep: Class 13 contains 40336 members 
Mstep: Class 14 contains 18635 members 
Mstep: Class 15 contains 66471 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12452 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 40334 members 
Mstep: Class 20 contains 3268 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 89503 members 
Mstep: Class 23 contains 81100 members 
Mstep: Class 24 contains 2162 members 
Mstep: Class 25 contains 3184 members 
Mstep: Class 26 contains 5569 members 
Mstep: Class 27 contains 41276 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9719 members 
Mstep: Class 34 contains 91485 members 
Mstep: Class 35 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230056.000000 Penalty: 75375.343750
Iteration 203Q: 35 clusters Score -1.022301e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12285 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91277 members 
Mstep: Class 5 contains 29526 members 
Mstep: Class 6 contains 3442 members 
Mstep: Class 7 contains 3709 members 
Mstep: Class 8 contains 82475 members 
Mstep: Class 9 contains 80479 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8068 members 
Mstep: Class 13 contains 40226 members 
Mstep: Class 14 contains 18674 members 
Mstep: Class 15 contains 66866 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12446 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 40783 members 
Mstep: Class 20 contains 3271 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 89575 members 
Mstep: Class 23 contains 80939 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 3183 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 41132 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9722 members 
Mstep: Class 34 contains 91304 members 
Mstep: Class 35 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230160.000000 Penalty: 75375.343750
Iteration 204Q: 35 clusters Score -1.022302e+08 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12132 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91260 members 
Mstep: Class 5 contains 29514 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 3711 members 
Mstep: Class 8 contains 82331 members 
Mstep: Class 9 contains 80427 members 
Mstep: Class 10 contains 10385 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8084 members 
Mstep: Class 13 contains 40112 members 
Mstep: Class 14 contains 18700 members 
Mstep: Class 15 contains 67217 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12439 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 41187 members 
Mstep: Class 20 contains 3270 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 89664 members 
Mstep: Class 23 contains 80827 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 40984 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9720 members 
Mstep: Class 34 contains 91209 members 
Mstep: Class 35 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230232.000000 Penalty: 75375.343750
Iteration 205Q: 35 clusters Score -1.022302e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12010 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91256 members 
Mstep: Class 5 contains 29529 members 
Mstep: Class 6 contains 3429 members 
Mstep: Class 7 contains 3709 members 
Mstep: Class 8 contains 82221 members 
Mstep: Class 9 contains 80403 members 
Mstep: Class 10 contains 10350 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8084 members 
Mstep: Class 13 contains 40008 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 67570 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12429 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 41479 members 
Mstep: Class 20 contains 3269 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 89685 members 
Mstep: Class 23 contains 80704 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5577 members 
Mstep: Class 27 contains 40815 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 34 contains 91215 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230688.000000 Penalty: 75375.343750
Iteration 206Q: 35 clusters Score -1.022307e+08 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11895 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91231 members 
Mstep: Class 5 contains 29519 members 
Mstep: Class 6 contains 3423 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 82193 members 
Mstep: Class 9 contains 80386 members 
Mstep: Class 10 contains 10326 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8086 members 
Mstep: Class 13 contains 39899 members 
Mstep: Class 14 contains 18758 members 
Mstep: Class 15 contains 67917 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 12422 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 41754 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 89623 members 
Mstep: Class 23 contains 80591 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5580 members 
Mstep: Class 27 contains 40685 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9718 members 
Mstep: Class 34 contains 91201 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231096.000000 Penalty: 75375.343750
Iteration 207Q: 35 clusters Score -1.022311e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91187 members 
Mstep: Class 5 contains 29520 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 3710 members 
Mstep: Class 8 contains 82164 members 
Mstep: Class 9 contains 80318 members 
Mstep: Class 10 contains 10297 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8091 members 
Mstep: Class 13 contains 39793 members 
Mstep: Class 14 contains 18797 members 
Mstep: Class 15 contains 68254 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12417 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 42012 members 
Mstep: Class 20 contains 3274 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 89589 members 
Mstep: Class 23 contains 80516 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 40553 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 34 contains 91198 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231272.000000 Penalty: 75375.343750
Iteration 208Q: 35 clusters Score -1.022313e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11658 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91176 members 
Mstep: Class 5 contains 29542 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 3707 members 
Mstep: Class 8 contains 82103 members 
Mstep: Class 9 contains 80236 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8096 members 
Mstep: Class 13 contains 39695 members 
Mstep: Class 14 contains 18832 members 
Mstep: Class 15 contains 68590 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12409 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 42285 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 89570 members 
Mstep: Class 23 contains 80448 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5585 members 
Mstep: Class 27 contains 40372 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 34 contains 91202 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231400.000000 Penalty: 75375.343750
Iteration 209Q: 35 clusters Score -1.022314e+08 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11558 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91138 members 
Mstep: Class 5 contains 29571 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 82050 members 
Mstep: Class 9 contains 80152 members 
Mstep: Class 10 contains 10232 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8104 members 
Mstep: Class 13 contains 39618 members 
Mstep: Class 14 contains 18879 members 
Mstep: Class 15 contains 68904 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12402 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 42533 members 
Mstep: Class 20 contains 3274 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 89541 members 
Mstep: Class 23 contains 80395 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 5586 members 
Mstep: Class 27 contains 40209 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9713 members 
Mstep: Class 34 contains 91214 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231904.000000 Penalty: 75375.343750
Iteration 210Q: 35 clusters Score -1.022319e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11467 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91078 members 
Mstep: Class 5 contains 29600 members 
Mstep: Class 6 contains 3417 members 
Mstep: Class 7 contains 3701 members 
Mstep: Class 8 contains 81970 members 
Mstep: Class 9 contains 80118 members 
Mstep: Class 10 contains 10184 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8118 members 
Mstep: Class 13 contains 39551 members 
Mstep: Class 14 contains 18922 members 
Mstep: Class 15 contains 69174 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12395 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 42785 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 89507 members 
Mstep: Class 23 contains 80355 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 3173 members 
Mstep: Class 26 contains 5585 members 
Mstep: Class 27 contains 40084 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9707 members 
Mstep: Class 34 contains 91198 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231752.000000 Penalty: 75375.343750
Iteration 211Q: 35 clusters Score -1.022318e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11377 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 91040 members 
Mstep: Class 5 contains 29622 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 81885 members 
Mstep: Class 9 contains 80095 members 
Mstep: Class 10 contains 10152 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8129 members 
Mstep: Class 13 contains 39474 members 
Mstep: Class 14 contains 18962 members 
Mstep: Class 15 contains 69403 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12386 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 43037 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 89507 members 
Mstep: Class 23 contains 80313 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 3172 members 
Mstep: Class 26 contains 5587 members 
Mstep: Class 27 contains 39966 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9704 members 
Mstep: Class 34 contains 91164 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231912.000000 Penalty: 75375.343750
Iteration 212Q: 35 clusters Score -1.022319e+08 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90964 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 81803 members 
Mstep: Class 9 contains 80074 members 
Mstep: Class 10 contains 10115 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8135 members 
Mstep: Class 13 contains 39407 members 
Mstep: Class 14 contains 19015 members 
Mstep: Class 15 contains 69632 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12377 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 43313 members 
Mstep: Class 20 contains 3275 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 89502 members 
Mstep: Class 23 contains 80273 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 3173 members 
Mstep: Class 26 contains 5586 members 
Mstep: Class 27 contains 39817 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9700 members 
Mstep: Class 34 contains 91144 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231968.000000 Penalty: 75375.343750
Iteration 213Q: 35 clusters Score -1.02232e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11202 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90904 members 
Mstep: Class 5 contains 29692 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 81711 members 
Mstep: Class 9 contains 80042 members 
Mstep: Class 10 contains 10082 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8136 members 
Mstep: Class 13 contains 39356 members 
Mstep: Class 14 contains 19068 members 
Mstep: Class 15 contains 69879 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12365 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 43614 members 
Mstep: Class 20 contains 3277 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 89473 members 
Mstep: Class 23 contains 80231 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 3172 members 
Mstep: Class 26 contains 5586 members 
Mstep: Class 27 contains 39625 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9697 members 
Mstep: Class 34 contains 91138 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232056.000000 Penalty: 75375.343750
Iteration 214Q: 35 clusters Score -1.022321e+08 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11109 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90819 members 
Mstep: Class 5 contains 29733 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 8 contains 81582 members 
Mstep: Class 9 contains 80037 members 
Mstep: Class 10 contains 10052 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8142 members 
Mstep: Class 13 contains 39306 members 
Mstep: Class 14 contains 19121 members 
Mstep: Class 15 contains 70084 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12353 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 43929 members 
Mstep: Class 20 contains 3278 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 89506 members 
Mstep: Class 23 contains 80206 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 3171 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 39436 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9697 members 
Mstep: Class 34 contains 91114 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232272.000000 Penalty: 75375.343750
Iteration 215Q: 35 clusters Score -1.022323e+08 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11018 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90719 members 
Mstep: Class 5 contains 29782 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 81431 members 
Mstep: Class 9 contains 80065 members 
Mstep: Class 10 contains 10031 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8142 members 
Mstep: Class 13 contains 39265 members 
Mstep: Class 14 contains 19150 members 
Mstep: Class 15 contains 70257 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12342 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 44203 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 89546 members 
Mstep: Class 23 contains 80175 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 3170 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 39288 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9698 members 
Mstep: Class 34 contains 91113 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232264.000000 Penalty: 75375.343750
Iteration 216Q: 35 clusters Score -1.022323e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90645 members 
Mstep: Class 5 contains 29808 members 
Mstep: Class 6 contains 3425 members 
Mstep: Class 7 contains 3687 members 
Mstep: Class 8 contains 81291 members 
Mstep: Class 9 contains 80068 members 
Mstep: Class 10 contains 10007 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8142 members 
Mstep: Class 13 contains 39222 members 
Mstep: Class 14 contains 19189 members 
Mstep: Class 15 contains 70410 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12344 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 44510 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 89603 members 
Mstep: Class 23 contains 80162 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 3170 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 39105 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9699 members 
Mstep: Class 34 contains 91074 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232328.000000 Penalty: 75375.343750
Iteration 217Q: 35 clusters Score -1.022323e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10872 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90559 members 
Mstep: Class 5 contains 29860 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 81183 members 
Mstep: Class 9 contains 80064 members 
Mstep: Class 10 contains 9982 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8147 members 
Mstep: Class 13 contains 39172 members 
Mstep: Class 14 contains 19213 members 
Mstep: Class 15 contains 70586 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 44809 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 89650 members 
Mstep: Class 23 contains 80126 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 3171 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 38926 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 612 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9695 members 
Mstep: Class 34 contains 91040 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232304.000000 Penalty: 75375.343750
Iteration 218Q: 35 clusters Score -1.022323e+08 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10793 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90488 members 
Mstep: Class 5 contains 29905 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 81085 members 
Mstep: Class 9 contains 80047 members 
Mstep: Class 10 contains 9963 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8147 members 
Mstep: Class 13 contains 39135 members 
Mstep: Class 14 contains 19232 members 
Mstep: Class 15 contains 70746 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12328 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 45139 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 89682 members 
Mstep: Class 23 contains 80120 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 3171 members 
Mstep: Class 26 contains 5581 members 
Mstep: Class 27 contains 38720 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9693 members 
Mstep: Class 34 contains 91007 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232496.000000 Penalty: 75375.343750
Iteration 219Q: 35 clusters Score -1.022325e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90412 members 
Mstep: Class 5 contains 29964 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 80970 members 
Mstep: Class 9 contains 80023 members 
Mstep: Class 10 contains 9948 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8146 members 
Mstep: Class 13 contains 39091 members 
Mstep: Class 14 contains 19258 members 
Mstep: Class 15 contains 70879 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 12319 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 45498 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 89724 members 
Mstep: Class 23 contains 80127 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 3171 members 
Mstep: Class 26 contains 5580 members 
Mstep: Class 27 contains 38502 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9686 members 
Mstep: Class 34 contains 90978 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232576.000000 Penalty: 75375.343750
Iteration 220F: 35 clusters Score -1.022326e+08 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10632 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90348 members 
Mstep: Class 5 contains 30006 members 
Mstep: Class 6 contains 3424 members 
Mstep: Class 7 contains 3680 members 
Mstep: Class 8 contains 80873 members 
Mstep: Class 9 contains 80019 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8153 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 14 contains 19287 members 
Mstep: Class 15 contains 71009 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 45836 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 89713 members 
Mstep: Class 23 contains 80136 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 3169 members 
Mstep: Class 26 contains 5581 members 
Mstep: Class 27 contains 38322 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9685 members 
Mstep: Class 34 contains 90924 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232768.000000 Penalty: 75375.343750
Iteration 221Q: 35 clusters Score -1.022328e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90304 members 
Mstep: Class 5 contains 30051 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 3676 members 
Mstep: Class 8 contains 80802 members 
Mstep: Class 9 contains 80012 members 
Mstep: Class 10 contains 9912 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8158 members 
Mstep: Class 13 contains 39019 members 
Mstep: Class 14 contains 19318 members 
Mstep: Class 15 contains 71159 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12294 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 46174 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 89681 members 
Mstep: Class 23 contains 80133 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 3170 members 
Mstep: Class 26 contains 5578 members 
Mstep: Class 27 contains 38111 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9687 members 
Mstep: Class 34 contains 90882 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232912.000000 Penalty: 75375.343750
Iteration 222Q: 35 clusters Score -1.022329e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10430 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90267 members 
Mstep: Class 5 contains 30081 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 80735 members 
Mstep: Class 9 contains 79993 members 
Mstep: Class 10 contains 9894 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8166 members 
Mstep: Class 13 contains 38982 members 
Mstep: Class 14 contains 19359 members 
Mstep: Class 15 contains 71311 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12289 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 46578 members 
Mstep: Class 20 contains 3289 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 89650 members 
Mstep: Class 23 contains 80120 members 
Mstep: Class 24 contains 2139 members 
Mstep: Class 25 contains 3171 members 
Mstep: Class 26 contains 5576 members 
Mstep: Class 27 contains 37891 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9689 members 
Mstep: Class 34 contains 90814 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233200.000000 Penalty: 75375.343750
Iteration 223Q: 35 clusters Score -1.022332e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90228 members 
Mstep: Class 5 contains 30117 members 
Mstep: Class 6 contains 3426 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 80684 members 
Mstep: Class 9 contains 79987 members 
Mstep: Class 10 contains 9879 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8170 members 
Mstep: Class 13 contains 38928 members 
Mstep: Class 14 contains 19392 members 
Mstep: Class 15 contains 71451 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12286 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 47016 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 89641 members 
Mstep: Class 23 contains 80089 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 3173 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 37644 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9696 members 
Mstep: Class 34 contains 90732 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233232.000000 Penalty: 75375.343750
Iteration 224Q: 35 clusters Score -1.022332e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90161 members 
Mstep: Class 5 contains 30165 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 80627 members 
Mstep: Class 9 contains 80014 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8181 members 
Mstep: Class 13 contains 38876 members 
Mstep: Class 14 contains 19442 members 
Mstep: Class 15 contains 71585 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12280 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 47389 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 89603 members 
Mstep: Class 23 contains 80070 members 
Mstep: Class 24 contains 2137 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 5569 members 
Mstep: Class 27 contains 37464 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9695 members 
Mstep: Class 34 contains 90652 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233336.000000 Penalty: 75375.343750
Iteration 225Q: 35 clusters Score -1.022333e+08 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10126 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90103 members 
Mstep: Class 5 contains 30224 members 
Mstep: Class 6 contains 3424 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 80538 members 
Mstep: Class 9 contains 80032 members 
Mstep: Class 10 contains 9838 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8187 members 
Mstep: Class 13 contains 38818 members 
Mstep: Class 14 contains 19482 members 
Mstep: Class 15 contains 71700 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12277 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 47752 members 
Mstep: Class 20 contains 3289 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 89618 members 
Mstep: Class 23 contains 80057 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5566 members 
Mstep: Class 27 contains 37271 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9693 members 
Mstep: Class 34 contains 90557 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233360.000000 Penalty: 75375.343750
Iteration 226Q: 35 clusters Score -1.022334e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10052 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90050 members 
Mstep: Class 5 contains 30279 members 
Mstep: Class 6 contains 3420 members 
Mstep: Class 7 contains 3676 members 
Mstep: Class 8 contains 80467 members 
Mstep: Class 9 contains 80073 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8201 members 
Mstep: Class 13 contains 38763 members 
Mstep: Class 14 contains 19519 members 
Mstep: Class 15 contains 71826 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12274 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 48117 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 89606 members 
Mstep: Class 23 contains 80032 members 
Mstep: Class 24 contains 2133 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5565 members 
Mstep: Class 27 contains 37060 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9691 members 
Mstep: Class 34 contains 90448 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233832.000000 Penalty: 75375.343750
Iteration 227Q: 35 clusters Score -1.022338e+08 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9965 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 90012 members 
Mstep: Class 5 contains 30319 members 
Mstep: Class 6 contains 3425 members 
Mstep: Class 7 contains 3680 members 
Mstep: Class 8 contains 80397 members 
Mstep: Class 9 contains 80074 members 
Mstep: Class 10 contains 9807 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8216 members 
Mstep: Class 13 contains 38702 members 
Mstep: Class 14 contains 19560 members 
Mstep: Class 15 contains 71961 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 12270 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 48498 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 89593 members 
Mstep: Class 23 contains 80029 members 
Mstep: Class 24 contains 2133 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5566 members 
Mstep: Class 27 contains 36902 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9689 members 
Mstep: Class 34 contains 90286 members 
Mstep: Class 35 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233816.000000 Penalty: 75375.343750
Iteration 228Q: 35 clusters Score -1.022338e+08 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9880 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89960 members 
Mstep: Class 5 contains 30324 members 
Mstep: Class 6 contains 3426 members 
Mstep: Class 7 contains 3679 members 
Mstep: Class 8 contains 80332 members 
Mstep: Class 9 contains 80096 members 
Mstep: Class 10 contains 9791 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8224 members 
Mstep: Class 13 contains 38642 members 
Mstep: Class 14 contains 19596 members 
Mstep: Class 15 contains 72107 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12270 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 48838 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 89568 members 
Mstep: Class 23 contains 80015 members 
Mstep: Class 24 contains 2131 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5563 members 
Mstep: Class 27 contains 36776 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9689 members 
Mstep: Class 34 contains 90184 members 
Mstep: Class 35 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234040.000000 Penalty: 75375.343750
Iteration 229Q: 35 clusters Score -1.02234e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9823 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89910 members 
Mstep: Class 5 contains 30343 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 80268 members 
Mstep: Class 9 contains 80104 members 
Mstep: Class 10 contains 9770 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8233 members 
Mstep: Class 13 contains 38584 members 
Mstep: Class 14 contains 19646 members 
Mstep: Class 15 contains 72251 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12267 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 49128 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 89526 members 
Mstep: Class 23 contains 80024 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 5561 members 
Mstep: Class 27 contains 36630 members 
Mstep: Class 28 contains 1226 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9689 members 
Mstep: Class 34 contains 90111 members 
Mstep: Class 35 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234728.000000 Penalty: 75375.343750
Iteration 230Q: 35 clusters Score -1.022347e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89838 members 
Mstep: Class 5 contains 30382 members 
Mstep: Class 6 contains 3406 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 80199 members 
Mstep: Class 9 contains 80115 members 
Mstep: Class 10 contains 9753 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8239 members 
Mstep: Class 13 contains 38528 members 
Mstep: Class 14 contains 19684 members 
Mstep: Class 15 contains 72371 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 12266 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 49416 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 5358 members 
Mstep: Class 22 contains 89479 members 
Mstep: Class 23 contains 80069 members 
Mstep: Class 24 contains 2125 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5562 members 
Mstep: Class 27 contains 36510 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9689 members 
Mstep: Class 34 contains 89994 members 
Mstep: Class 35 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234872.000000 Penalty: 75375.343750
Iteration 231Q: 35 clusters Score -1.022349e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9748 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89742 members 
Mstep: Class 5 contains 30426 members 
Mstep: Class 6 contains 3406 members 
Mstep: Class 7 contains 3688 members 
Mstep: Class 8 contains 80067 members 
Mstep: Class 9 contains 80162 members 
Mstep: Class 10 contains 9748 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8248 members 
Mstep: Class 13 contains 38468 members 
Mstep: Class 14 contains 19709 members 
Mstep: Class 15 contains 72492 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 12271 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 49704 members 
Mstep: Class 20 contains 3289 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 89476 members 
Mstep: Class 23 contains 80083 members 
Mstep: Class 24 contains 2124 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5562 members 
Mstep: Class 27 contains 36399 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9687 members 
Mstep: Class 34 contains 89886 members 
Mstep: Class 35 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235072.000000 Penalty: 75375.343750
Iteration 232Q: 35 clusters Score -1.022351e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89685 members 
Mstep: Class 5 contains 30450 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 3688 members 
Mstep: Class 8 contains 79943 members 
Mstep: Class 9 contains 80197 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8254 members 
Mstep: Class 13 contains 38409 members 
Mstep: Class 14 contains 19741 members 
Mstep: Class 15 contains 72616 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 12279 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 49984 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 89449 members 
Mstep: Class 23 contains 80103 members 
Mstep: Class 24 contains 2120 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5562 members 
Mstep: Class 27 contains 36305 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9685 members 
Mstep: Class 34 contains 89769 members 
Mstep: Class 35 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235528.000000 Penalty: 75375.343750
Iteration 233Q: 35 clusters Score -1.022355e+08 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9666 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89638 members 
Mstep: Class 5 contains 30481 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 8 contains 79810 members 
Mstep: Class 9 contains 80238 members 
Mstep: Class 10 contains 9734 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8266 members 
Mstep: Class 13 contains 38353 members 
Mstep: Class 14 contains 19758 members 
Mstep: Class 15 contains 72731 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 12285 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 50217 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 5353 members 
Mstep: Class 22 contains 89411 members 
Mstep: Class 23 contains 80142 members 
Mstep: Class 24 contains 2122 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5564 members 
Mstep: Class 27 contains 36203 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9678 members 
Mstep: Class 34 contains 89702 members 
Mstep: Class 35 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235320.000000 Penalty: 75375.343750
Iteration 234Q: 35 clusters Score -1.022353e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9638 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89584 members 
Mstep: Class 5 contains 30528 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 79659 members 
Mstep: Class 9 contains 80274 members 
Mstep: Class 10 contains 9731 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8279 members 
Mstep: Class 13 contains 38286 members 
Mstep: Class 14 contains 19773 members 
Mstep: Class 15 contains 72849 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 50486 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 5349 members 
Mstep: Class 22 contains 89429 members 
Mstep: Class 23 contains 80149 members 
Mstep: Class 24 contains 2122 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5563 members 
Mstep: Class 27 contains 36086 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9673 members 
Mstep: Class 34 contains 89604 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235792.000000 Penalty: 75375.343750
Iteration 235Q: 35 clusters Score -1.022358e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9648 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89496 members 
Mstep: Class 5 contains 30560 members 
Mstep: Class 6 contains 3401 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 79530 members 
Mstep: Class 9 contains 80286 members 
Mstep: Class 10 contains 9727 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8294 members 
Mstep: Class 13 contains 38207 members 
Mstep: Class 14 contains 19787 members 
Mstep: Class 15 contains 72972 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12294 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 50803 members 
Mstep: Class 20 contains 3294 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 89453 members 
Mstep: Class 23 contains 80188 members 
Mstep: Class 24 contains 2122 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5566 members 
Mstep: Class 27 contains 35877 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9668 members 
Mstep: Class 34 contains 89528 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235800.000000 Penalty: 75375.343750
Iteration 236Q: 35 clusters Score -1.022358e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9663 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89394 members 
Mstep: Class 5 contains 30636 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 79384 members 
Mstep: Class 9 contains 80284 members 
Mstep: Class 10 contains 9722 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8311 members 
Mstep: Class 13 contains 38119 members 
Mstep: Class 14 contains 19783 members 
Mstep: Class 15 contains 73113 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12296 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 51083 members 
Mstep: Class 20 contains 3297 members 
Mstep: Class 21 contains 5358 members 
Mstep: Class 22 contains 89478 members 
Mstep: Class 23 contains 80228 members 
Mstep: Class 24 contains 2122 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5568 members 
Mstep: Class 27 contains 35691 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9665 members 
Mstep: Class 34 contains 89460 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235776.000000 Penalty: 75375.343750
Iteration 237Q: 35 clusters Score -1.022358e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9678 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89301 members 
Mstep: Class 5 contains 30692 members 
Mstep: Class 6 contains 3387 members 
Mstep: Class 7 contains 3684 members 
Mstep: Class 8 contains 79227 members 
Mstep: Class 9 contains 80245 members 
Mstep: Class 10 contains 9717 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8322 members 
Mstep: Class 13 contains 38050 members 
Mstep: Class 14 contains 19778 members 
Mstep: Class 15 contains 73302 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12292 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 51310 members 
Mstep: Class 20 contains 3300 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 89496 members 
Mstep: Class 23 contains 80263 members 
Mstep: Class 24 contains 2123 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 35615 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9666 members 
Mstep: Class 34 contains 89361 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235816.000000 Penalty: 75375.343750
Iteration 238Q: 35 clusters Score -1.022358e+08 nChanged 2272
Entering ConstructFrom: 
Score: -102235816.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -43112.957031 Penalty: 988.360596
	Iteration 0F: 2 clusters Score -43112.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42141.648438 Penalty: 1976.721191
	Iteration 0F: 3 clusters Score -42141.65 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42333.929688 Penalty: 1976.721191
	Iteration 1F: 3 clusters Score -42333.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42394.406250 Penalty: 1976.721191
	Iteration 2F: 3 clusters Score -42394.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42428.429688 Penalty: 1976.721191
	Iteration 3Q: 3 clusters Score -42428.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42455.066406 Penalty: 1976.721191
	Iteration 4Q: 3 clusters Score -42455.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42468.214844 Penalty: 1976.721191
	Iteration 5Q: 3 clusters Score -42468.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42469.371094 Penalty: 1976.721191
	Iteration 6Q: 3 clusters Score -42469.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42470.371094 Penalty: 1976.721191
	Iteration 7Q: 3 clusters Score -42470.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42470.675781 Penalty: 1976.721191
	Iteration 8Q: 3 clusters Score -42470.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42473.273438 Penalty: 1976.721191
	Iteration 9Q: 3 clusters Score -42473.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42474.468750 Penalty: 1976.721191
	Iteration 10Q: 3 clusters Score -42474.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42484.699219 Penalty: 1976.721191
	Iteration 11Q: 3 clusters Score -42484.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42494.164062 Penalty: 1976.721191
	Iteration 12Q: 3 clusters Score -42494.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42501.625000 Penalty: 1976.721191
	Iteration 13Q: 3 clusters Score -42501.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42546.742188 Penalty: 1976.721191
	Iteration 14Q: 3 clusters Score -42546.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42599.402344 Penalty: 1976.721191
	Iteration 15Q: 3 clusters Score -42599.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42617.726562 Penalty: 1976.721191
	Iteration 16Q: 3 clusters Score -42617.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42628.347656 Penalty: 1976.721191
	Iteration 17Q: 3 clusters Score -42628.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42634.679688 Penalty: 1976.721191
	Iteration 18Q: 3 clusters Score -42634.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42638.523438 Penalty: 1976.721191
	Iteration 19Q: 3 clusters Score -42638.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42645.593750 Penalty: 1976.721191
	Iteration 20F: 3 clusters Score -42645.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42646.546875 Penalty: 1976.721191
	Iteration 21Q: 3 clusters Score -42646.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42647.101562 Penalty: 1976.721191
	Iteration 22Q: 3 clusters Score -42647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42659.578125 Penalty: 1976.721191
	Iteration 23Q: 3 clusters Score -42659.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42681.796875 Penalty: 1976.721191
	Iteration 24Q: 3 clusters Score -42681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42703.992188 Penalty: 1976.721191
	Iteration 25Q: 3 clusters Score -42703.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42717.496094 Penalty: 1976.721191
	Iteration 26Q: 3 clusters Score -42717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42723.472656 Penalty: 1976.721191
	Iteration 27Q: 3 clusters Score -42723.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42728.796875 Penalty: 1976.721191
	Iteration 28Q: 3 clusters Score -42728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42746.785156 Penalty: 1976.721191
	Iteration 29Q: 3 clusters Score -42746.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42751.125000 Penalty: 1976.721191
	Iteration 30Q: 3 clusters Score -42751.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42757.300781 Penalty: 1976.721191
	Iteration 31Q: 3 clusters Score -42757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42760.570312 Penalty: 1976.721191
	Iteration 32F: 3 clusters Score -42760.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42782.351562 Penalty: 1976.721191
	Iteration 33Q: 3 clusters Score -42782.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42785.847656 Penalty: 1976.721191
	Iteration 34Q: 3 clusters Score -42785.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42785.847656 Penalty: 1976.721191
	Iteration 35F: 3 clusters Score -42785.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Entering Unmasked Estep 
Score: -1201069.625000 Penalty: 1491.831055
	Iteration 0F: 2 clusters Score -1201070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1194032.750000 Penalty: 2983.662109
	Iteration 0F: 3 clusters Score -1194033 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1196329.250000 Penalty: 2983.662109
	Iteration 1F: 3 clusters Score -1196329 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1196531.375000 Penalty: 2983.662109
	Iteration 2F: 3 clusters Score -1196531 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1196665.625000 Penalty: 2983.662109
	Iteration 3Q: 3 clusters Score -1196666 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1196765.250000 Penalty: 2983.662109
	Iteration 4Q: 3 clusters Score -1196765 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1196855.000000 Penalty: 2983.662109
	Iteration 5Q: 3 clusters Score -1196855 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1196940.625000 Penalty: 2983.662109
	Iteration 6Q: 3 clusters Score -1196941 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1197037.125000 Penalty: 2983.662109
	Iteration 7Q: 3 clusters Score -1197037 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1197120.750000 Penalty: 2983.662109
	Iteration 8Q: 3 clusters Score -1197121 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1197237.625000 Penalty: 2983.662109
	Iteration 9Q: 3 clusters Score -1197238 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1197380.500000 Penalty: 2983.662109
	Iteration 10Q: 3 clusters Score -1197380 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1197580.000000 Penalty: 2983.662109
	Iteration 11Q: 3 clusters Score -1197580 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1197825.125000 Penalty: 2983.662109
	Iteration 12Q: 3 clusters Score -1197825 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1198195.750000 Penalty: 2983.662109
	Iteration 13Q: 3 clusters Score -1198196 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1198679.125000 Penalty: 2983.662109
	Iteration 14F: 3 clusters Score -1198679 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1199153.625000 Penalty: 2983.662109
	Iteration 15F: 3 clusters Score -1199154 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1199452.875000 Penalty: 2983.662109
	Iteration 16Q: 3 clusters Score -1199453 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1199612.000000 Penalty: 2983.662109
	Iteration 17Q: 3 clusters Score -1199612 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1199697.500000 Penalty: 2983.662109
	Iteration 18Q: 3 clusters Score -1199698 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1199743.125000 Penalty: 2983.662109
	Iteration 19Q: 3 clusters Score -1199743 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1199775.500000 Penalty: 2983.662109
	Iteration 20F: 3 clusters Score -1199776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1199789.375000 Penalty: 2983.662109
	Iteration 21Q: 3 clusters Score -1199789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1199806.125000 Penalty: 2983.662109
	Iteration 22Q: 3 clusters Score -1199806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1199817.375000 Penalty: 2983.662109
	Iteration 23Q: 3 clusters Score -1199817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1199821.250000 Penalty: 2983.662109
	Iteration 24Q: 3 clusters Score -1199821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1199823.375000 Penalty: 2983.662109
	Iteration 25Q: 3 clusters Score -1199823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1199826.750000 Penalty: 2983.662109
	Iteration 26Q: 3 clusters Score -1199827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1199830.125000 Penalty: 2983.662109
	Iteration 27Q: 3 clusters Score -1199830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1199834.000000 Penalty: 2983.662109
	Iteration 28Q: 3 clusters Score -1199834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1199832.875000 Penalty: 2983.662109
	Iteration 29Q: 3 clusters Score -1199833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1199837.250000 Penalty: 2983.662109
	Iteration 30Q: 3 clusters Score -1199837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1199838.875000 Penalty: 2983.662109
	Iteration 31Q: 3 clusters Score -1199839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1199840.250000 Penalty: 2983.662109
	Iteration 32Q: 3 clusters Score -1199840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1199840.375000 Penalty: 2983.662109
	Iteration 33Q: 3 clusters Score -1199840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1199842.500000 Penalty: 2983.662109
	Iteration 34Q: 3 clusters Score -1199842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1199840.750000 Penalty: 2983.662109
	Iteration 35Q: 3 clusters Score -1199841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1199842.000000 Penalty: 2983.662109
	Iteration 36Q: 3 clusters Score -1199842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1199841.875000 Penalty: 2983.662109
	Iteration 37Q: 3 clusters Score -1199842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1199841.875000 Penalty: 2983.662109
	Iteration 38F: 3 clusters Score -1199842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -39463.886719 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -39463.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38551.476562 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -38551.48 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38753.652344 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -38753.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38880.898438 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -38880.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38976.363281 Penalty: 1959.190430
	Iteration 3F: 3 clusters Score -38976.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39121.644531 Penalty: 1959.190430
	Iteration 4F: 3 clusters Score -39121.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39201.656250 Penalty: 1959.190430
	Iteration 5F: 3 clusters Score -39201.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39323.644531 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -39323.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39438.730469 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -39438.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39479.234375 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -39479.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39512.531250 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -39512.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39529.285156 Penalty: 1959.190430
	Iteration 10Q: 3 clusters Score -39529.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39546.027344 Penalty: 1959.190430
	Iteration 11Q: 3 clusters Score -39546.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39565.355469 Penalty: 1959.190430
	Iteration 12Q: 3 clusters Score -39565.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39574.550781 Penalty: 1959.190430
	Iteration 13Q: 3 clusters Score -39574.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39576.203125 Penalty: 1959.190430
	Iteration 14Q: 3 clusters Score -39576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39577.277344 Penalty: 1959.190430
	Iteration 15Q: 3 clusters Score -39577.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39577.835938 Penalty: 1959.190430
	Iteration 16F: 3 clusters Score -39577.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39585.050781 Penalty: 1959.190430
	Iteration 17Q: 3 clusters Score -39585.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39588.582031 Penalty: 1959.190430
	Iteration 18Q: 3 clusters Score -39588.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39588.582031 Penalty: 1959.190430
	Iteration 19F: 3 clusters Score -39588.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9706 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 89254 members 
Mstep: Class 5 contains 30757 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 79051 members 
Mstep: Class 9 contains 80201 members 
Mstep: Class 10 contains 9713 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8331 members 
Mstep: Class 13 contains 37978 members 
Mstep: Class 14 contains 19769 members 
Mstep: Class 15 contains 73499 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12292 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 51510 members 
Mstep: Class 20 contains 3301 members 
Mstep: Class 21 contains 5356 members 
Mstep: Class 22 contains 89518 members 
Mstep: Class 23 contains 80292 members 
Mstep: Class 24 contains 2124 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 35492 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9664 members 
Mstep: Class 33 contains 159 members 
Mstep: Class 34 contains 89286 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
Score: -102234920.000000 Penalty: 77592.265625
Splitting cluster 3 changes total score from -102235816.000000 to -102234920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (89254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Entering Unmasked Estep 
Score: -10980008.000000 Penalty: 1852.376709
	Iteration 0F: 2 clusters Score -1.098001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -10920589.000000 Penalty: 3704.753418
	Iteration 0F: 3 clusters Score -1.092059e+07 nChanged 42555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -10945083.000000 Penalty: 3704.753418
	Iteration 1F: 3 clusters Score -1.094508e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -10945589.000000 Penalty: 3704.753418
	Iteration 2Q: 3 clusters Score -1.094559e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -10945983.000000 Penalty: 3704.753418
	Iteration 3Q: 3 clusters Score -1.094598e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -10946476.000000 Penalty: 3704.753418
	Iteration 4Q: 3 clusters Score -1.094648e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -10947075.000000 Penalty: 3704.753418
	Iteration 5Q: 3 clusters Score -1.094708e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -10947965.000000 Penalty: 3704.753418
	Iteration 6Q: 3 clusters Score -1.094796e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -10949408.000000 Penalty: 3704.753418
	Iteration 7Q: 3 clusters Score -1.094941e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -10951732.000000 Penalty: 3704.753418
	Iteration 8Q: 3 clusters Score -1.095173e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -10955375.000000 Penalty: 3704.753418
	Iteration 9F: 3 clusters Score -1.095538e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -10959649.000000 Penalty: 3704.753418
	Iteration 10F: 3 clusters Score -1.095965e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -10962052.000000 Penalty: 3704.753418
	Iteration 11F: 3 clusters Score -1.096205e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -10962765.000000 Penalty: 3704.753418
	Iteration 12Q: 3 clusters Score -1.096276e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -10962906.000000 Penalty: 3704.753418
	Iteration 13Q: 3 clusters Score -1.096291e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -10963000.000000 Penalty: 3704.753418
	Iteration 14Q: 3 clusters Score -1.0963e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -10963016.000000 Penalty: 3704.753418
	Iteration 15Q: 3 clusters Score -1.096302e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -10963042.000000 Penalty: 3704.753418
	Iteration 16Q: 3 clusters Score -1.096304e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -10963089.000000 Penalty: 3704.753418
	Iteration 17Q: 3 clusters Score -1.096309e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -10963129.000000 Penalty: 3704.753418
	Iteration 18Q: 3 clusters Score -1.096313e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -10963118.000000 Penalty: 3704.753418
	Iteration 19Q: 3 clusters Score -1.096312e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -10963186.000000 Penalty: 3704.753418
	Iteration 20F: 3 clusters Score -1.096319e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -10963200.000000 Penalty: 3704.753418
	Iteration 21Q: 3 clusters Score -1.09632e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -10963248.000000 Penalty: 3704.753418
	Iteration 22Q: 3 clusters Score -1.096325e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -10963322.000000 Penalty: 3704.753418
	Iteration 23Q: 3 clusters Score -1.096332e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -10963358.000000 Penalty: 3704.753418
	Iteration 24Q: 3 clusters Score -1.096336e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -10963451.000000 Penalty: 3704.753418
	Iteration 25Q: 3 clusters Score -1.096345e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -10963488.000000 Penalty: 3704.753418
	Iteration 26Q: 3 clusters Score -1.096349e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -10963576.000000 Penalty: 3704.753418
	Iteration 27Q: 3 clusters Score -1.096358e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -10963687.000000 Penalty: 3704.753418
	Iteration 28Q: 3 clusters Score -1.096369e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -10963826.000000 Penalty: 3704.753418
	Iteration 29Q: 3 clusters Score -1.096383e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -10963899.000000 Penalty: 3704.753418
	Iteration 30Q: 3 clusters Score -1.09639e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -10964009.000000 Penalty: 3704.753418
	Iteration 31Q: 3 clusters Score -1.096401e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -10964186.000000 Penalty: 3704.753418
	Iteration 32Q: 3 clusters Score -1.096419e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -10964287.000000 Penalty: 3704.753418
	Iteration 33Q: 3 clusters Score -1.096429e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -10964558.000000 Penalty: 3704.753418
	Iteration 34Q: 3 clusters Score -1.096456e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -10964817.000000 Penalty: 3704.753418
	Iteration 35Q: 3 clusters Score -1.096482e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -10965096.000000 Penalty: 3704.753418
	Iteration 36Q: 3 clusters Score -1.09651e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -10965469.000000 Penalty: 3704.753418
	Iteration 37Q: 3 clusters Score -1.096547e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -10965834.000000 Penalty: 3704.753418
	Iteration 38Q: 3 clusters Score -1.096583e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -10966323.000000 Penalty: 3704.753418
	Iteration 39Q: 3 clusters Score -1.096632e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -10966749.000000 Penalty: 3704.753418
	Iteration 40F: 3 clusters Score -1.096675e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -10967249.000000 Penalty: 3704.753418
	Iteration 41Q: 3 clusters Score -1.096725e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -10967741.000000 Penalty: 3704.753418
	Iteration 42Q: 3 clusters Score -1.096774e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -10968340.000000 Penalty: 3704.753418
	Iteration 43Q: 3 clusters Score -1.096834e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -10968895.000000 Penalty: 3704.753418
	Iteration 44Q: 3 clusters Score -1.09689e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -10969481.000000 Penalty: 3704.753418
	Iteration 45Q: 3 clusters Score -1.096948e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -10970083.000000 Penalty: 3704.753418
	Iteration 46Q: 3 clusters Score -1.097008e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -10970625.000000 Penalty: 3704.753418
	Iteration 47Q: 3 clusters Score -1.097062e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 75124 members 
Entering Unmasked Estep 
Score: -10971289.000000 Penalty: 3704.753418
	Iteration 48Q: 3 clusters Score -1.097129e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -10971841.000000 Penalty: 3704.753418
	Iteration 49Q: 3 clusters Score -1.097184e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -10972469.000000 Penalty: 3704.753418
	Iteration 50Q: 3 clusters Score -1.097247e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -10972992.000000 Penalty: 3704.753418
	Iteration 51Q: 3 clusters Score -1.097299e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -10973600.000000 Penalty: 3704.753418
	Iteration 52Q: 3 clusters Score -1.09736e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -10974079.000000 Penalty: 3704.753418
	Iteration 53Q: 3 clusters Score -1.097408e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -10974631.000000 Penalty: 3704.753418
	Iteration 54Q: 3 clusters Score -1.097463e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -10975214.000000 Penalty: 3704.753418
	Iteration 55Q: 3 clusters Score -1.097521e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -10975819.000000 Penalty: 3704.753418
	Iteration 56Q: 3 clusters Score -1.097582e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -10976260.000000 Penalty: 3704.753418
	Iteration 57Q: 3 clusters Score -1.097626e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 84997 members 
Entering Unmasked Estep 
Score: -10976670.000000 Penalty: 3704.753418
	Iteration 58Q: 3 clusters Score -1.097667e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -10977043.000000 Penalty: 3704.753418
	Iteration 59Q: 3 clusters Score -1.097704e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -10977366.000000 Penalty: 3704.753418
	Iteration 60F: 3 clusters Score -1.097737e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -10977590.000000 Penalty: 3704.753418
	Iteration 61Q: 3 clusters Score -1.097759e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -10977792.000000 Penalty: 3704.753418
	Iteration 62Q: 3 clusters Score -1.097779e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -10977975.000000 Penalty: 3704.753418
	Iteration 63Q: 3 clusters Score -1.097798e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -10978039.000000 Penalty: 3704.753418
	Iteration 64Q: 3 clusters Score -1.097804e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -10978149.000000 Penalty: 3704.753418
	Iteration 65Q: 3 clusters Score -1.097815e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -10978186.000000 Penalty: 3704.753418
	Iteration 66Q: 3 clusters Score -1.097819e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -10978215.000000 Penalty: 3704.753418
	Iteration 67Q: 3 clusters Score -1.097822e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -10978254.000000 Penalty: 3704.753418
	Iteration 68Q: 3 clusters Score -1.097825e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -10978268.000000 Penalty: 3704.753418
	Iteration 69Q: 3 clusters Score -1.097827e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -10978306.000000 Penalty: 3704.753418
	Iteration 70Q: 3 clusters Score -1.097831e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -10978343.000000 Penalty: 3704.753418
	Iteration 71Q: 3 clusters Score -1.097834e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -10978349.000000 Penalty: 3704.753418
	Iteration 72Q: 3 clusters Score -1.097835e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -10978369.000000 Penalty: 3704.753418
	Iteration 73Q: 3 clusters Score -1.097837e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -10978381.000000 Penalty: 3704.753418
	Iteration 74Q: 3 clusters Score -1.097838e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -10978398.000000 Penalty: 3704.753418
	Iteration 75Q: 3 clusters Score -1.09784e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -10978406.000000 Penalty: 3704.753418
	Iteration 76Q: 3 clusters Score -1.097841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -10978431.000000 Penalty: 3704.753418
	Iteration 77Q: 3 clusters Score -1.097843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -10978436.000000 Penalty: 3704.753418
	Iteration 78Q: 3 clusters Score -1.097844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 88760 members 
Entering Unmasked Estep 
Score: -10978443.000000 Penalty: 3704.753418
	Iteration 79Q: 3 clusters Score -1.097844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -10978460.000000 Penalty: 3704.753418
	Iteration 80F: 3 clusters Score -1.097846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -10978471.000000 Penalty: 3704.753418
	Iteration 81Q: 3 clusters Score -1.097847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -10978477.000000 Penalty: 3704.753418
	Iteration 82Q: 3 clusters Score -1.097848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -10978475.000000 Penalty: 3704.753418
	Iteration 83Q: 3 clusters Score -1.097848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -10978487.000000 Penalty: 3704.753418
	Iteration 84Q: 3 clusters Score -1.097849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -10978484.000000 Penalty: 3704.753418
	Iteration 85Q: 3 clusters Score -1.097848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -10978477.000000 Penalty: 3704.753418
	Iteration 86Q: 3 clusters Score -1.097848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -10978479.000000 Penalty: 3704.753418
	Iteration 87Q: 3 clusters Score -1.097848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -10978477.000000 Penalty: 3704.753418
	Iteration 88Q: 3 clusters Score -1.097848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 88807 members 
Entering Unmasked Estep 
Score: -10978479.000000 Penalty: 3704.753418
	Iteration 89Q: 3 clusters Score -1.097848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -10978478.000000 Penalty: 3704.753418
	Iteration 90Q: 3 clusters Score -1.097848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -10978478.000000 Penalty: 3704.753418
	Iteration 91Q: 3 clusters Score -1.097848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -10978478.000000 Penalty: 3704.753418
	Iteration 92Q: 3 clusters Score -1.097848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -10978478.000000 Penalty: 3704.753418
	Iteration 93F: 3 clusters Score -1.097848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Entering Unmasked Estep 
Score: -3800334.500000 Penalty: 1679.254272
	Iteration 0F: 2 clusters Score -3800334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3779754.250000 Penalty: 3358.508545
	Iteration 0F: 3 clusters Score -3779754 nChanged 14199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3787753.500000 Penalty: 3358.508545
	Iteration 1F: 3 clusters Score -3787754 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3788405.250000 Penalty: 3358.508545
	Iteration 2F: 3 clusters Score -3788405 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3789188.500000 Penalty: 3358.508545
	Iteration 3F: 3 clusters Score -3789188 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3790337.000000 Penalty: 3358.508545
	Iteration 4F: 3 clusters Score -3790337 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3791988.500000 Penalty: 3358.508545
	Iteration 5F: 3 clusters Score -3791988 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3793922.500000 Penalty: 3358.508545
	Iteration 6F: 3 clusters Score -3793922 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3795647.750000 Penalty: 3358.508545
	Iteration 7F: 3 clusters Score -3795648 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3796694.250000 Penalty: 3358.508545
	Iteration 8Q: 3 clusters Score -3796694 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3797183.500000 Penalty: 3358.508545
	Iteration 9Q: 3 clusters Score -3797184 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -3797454.500000 Penalty: 3358.508545
	Iteration 10Q: 3 clusters Score -3797454 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3797660.750000 Penalty: 3358.508545
	Iteration 11Q: 3 clusters Score -3797661 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3797818.750000 Penalty: 3358.508545
	Iteration 12Q: 3 clusters Score -3797819 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3797953.250000 Penalty: 3358.508545
	Iteration 13Q: 3 clusters Score -3797953 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3798044.000000 Penalty: 3358.508545
	Iteration 14Q: 3 clusters Score -3798044 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3798140.250000 Penalty: 3358.508545
	Iteration 15Q: 3 clusters Score -3798140 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3798221.250000 Penalty: 3358.508545
	Iteration 16Q: 3 clusters Score -3798221 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3798280.000000 Penalty: 3358.508545
	Iteration 17Q: 3 clusters Score -3798280 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3798341.250000 Penalty: 3358.508545
	Iteration 18Q: 3 clusters Score -3798341 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3798409.750000 Penalty: 3358.508545
	Iteration 19Q: 3 clusters Score -3798410 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3798452.750000 Penalty: 3358.508545
	Iteration 20F: 3 clusters Score -3798453 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3798473.250000 Penalty: 3358.508545
	Iteration 21Q: 3 clusters Score -3798473 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3798509.250000 Penalty: 3358.508545
	Iteration 22Q: 3 clusters Score -3798509 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3798532.750000 Penalty: 3358.508545
	Iteration 23Q: 3 clusters Score -3798533 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3798553.250000 Penalty: 3358.508545
	Iteration 24Q: 3 clusters Score -3798553 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3798572.250000 Penalty: 3358.508545
	Iteration 25Q: 3 clusters Score -3798572 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3798598.000000 Penalty: 3358.508545
	Iteration 26Q: 3 clusters Score -3798598 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3798614.750000 Penalty: 3358.508545
	Iteration 27Q: 3 clusters Score -3798615 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3798624.250000 Penalty: 3358.508545
	Iteration 28Q: 3 clusters Score -3798624 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3798633.250000 Penalty: 3358.508545
	Iteration 29Q: 3 clusters Score -3798633 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3798645.000000 Penalty: 3358.508545
	Iteration 30Q: 3 clusters Score -3798645 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3798662.250000 Penalty: 3358.508545
	Iteration 31Q: 3 clusters Score -3798662 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3798670.500000 Penalty: 3358.508545
	Iteration 32Q: 3 clusters Score -3798670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3798708.250000 Penalty: 3358.508545
	Iteration 33Q: 3 clusters Score -3798708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3798718.250000 Penalty: 3358.508545
	Iteration 34Q: 3 clusters Score -3798718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3798728.750000 Penalty: 3358.508545
	Iteration 35Q: 3 clusters Score -3798729 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3798742.250000 Penalty: 3358.508545
	Iteration 36Q: 3 clusters Score -3798742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3798752.250000 Penalty: 3358.508545
	Iteration 37Q: 3 clusters Score -3798752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3798756.250000 Penalty: 3358.508545
	Iteration 38Q: 3 clusters Score -3798756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3798772.250000 Penalty: 3358.508545
	Iteration 39Q: 3 clusters Score -3798772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3798779.750000 Penalty: 3358.508545
	Iteration 40F: 3 clusters Score -3798780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3798798.750000 Penalty: 3358.508545
	Iteration 41Q: 3 clusters Score -3798799 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3798803.750000 Penalty: 3358.508545
	Iteration 42Q: 3 clusters Score -3798804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3798811.250000 Penalty: 3358.508545
	Iteration 43Q: 3 clusters Score -3798811 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3798821.250000 Penalty: 3358.508545
	Iteration 44Q: 3 clusters Score -3798821 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3798825.250000 Penalty: 3358.508545
	Iteration 45Q: 3 clusters Score -3798825 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3798841.250000 Penalty: 3358.508545
	Iteration 46Q: 3 clusters Score -3798841 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3798847.750000 Penalty: 3358.508545
	Iteration 47Q: 3 clusters Score -3798848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3798871.750000 Penalty: 3358.508545
	Iteration 48Q: 3 clusters Score -3798872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3798885.000000 Penalty: 3358.508545
	Iteration 49Q: 3 clusters Score -3798885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3798895.000000 Penalty: 3358.508545
	Iteration 50Q: 3 clusters Score -3798895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3798900.500000 Penalty: 3358.508545
	Iteration 51Q: 3 clusters Score -3798900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3798907.000000 Penalty: 3358.508545
	Iteration 52Q: 3 clusters Score -3798907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3798921.750000 Penalty: 3358.508545
	Iteration 53Q: 3 clusters Score -3798922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3798926.750000 Penalty: 3358.508545
	Iteration 54Q: 3 clusters Score -3798927 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3798928.500000 Penalty: 3358.508545
	Iteration 55Q: 3 clusters Score -3798928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3798941.750000 Penalty: 3358.508545
	Iteration 56Q: 3 clusters Score -3798942 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3798935.750000 Penalty: 3358.508545
	Iteration 57Q: 3 clusters Score -3798936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3798945.000000 Penalty: 3358.508545
	Iteration 58Q: 3 clusters Score -3798945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3798955.750000 Penalty: 3358.508545
	Iteration 59Q: 3 clusters Score -3798956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3798960.250000 Penalty: 3358.508545
	Iteration 60F: 3 clusters Score -3798960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3798958.750000 Penalty: 3358.508545
	Iteration 61Q: 3 clusters Score -3798959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3798965.250000 Penalty: 3358.508545
	Iteration 62Q: 3 clusters Score -3798965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3798968.500000 Penalty: 3358.508545
	Iteration 63Q: 3 clusters Score -3798968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3798965.250000 Penalty: 3358.508545
	Iteration 64Q: 3 clusters Score -3798965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3798971.750000 Penalty: 3358.508545
	Iteration 65Q: 3 clusters Score -3798972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3798980.000000 Penalty: 3358.508545
	Iteration 66Q: 3 clusters Score -3798980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3798984.750000 Penalty: 3358.508545
	Iteration 67Q: 3 clusters Score -3798985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3798991.750000 Penalty: 3358.508545
	Iteration 68Q: 3 clusters Score -3798992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3798999.250000 Penalty: 3358.508545
	Iteration 69Q: 3 clusters Score -3798999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3799013.250000 Penalty: 3358.508545
	Iteration 70Q: 3 clusters Score -3799013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3799025.500000 Penalty: 3358.508545
	Iteration 71Q: 3 clusters Score -3799026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3799028.750000 Penalty: 3358.508545
	Iteration 72Q: 3 clusters Score -3799029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3799034.750000 Penalty: 3358.508545
	Iteration 73Q: 3 clusters Score -3799035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3799054.500000 Penalty: 3358.508545
	Iteration 74Q: 3 clusters Score -3799054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3799053.750000 Penalty: 3358.508545
	Iteration 75Q: 3 clusters Score -3799054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3799057.000000 Penalty: 3358.508545
	Iteration 76Q: 3 clusters Score -3799057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3799067.000000 Penalty: 3358.508545
	Iteration 77Q: 3 clusters Score -3799067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3799070.250000 Penalty: 3358.508545
	Iteration 78Q: 3 clusters Score -3799070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3799082.500000 Penalty: 3358.508545
	Iteration 79Q: 3 clusters Score -3799082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3799093.250000 Penalty: 3358.508545
	Iteration 80F: 3 clusters Score -3799093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3799094.500000 Penalty: 3358.508545
	Iteration 81Q: 3 clusters Score -3799094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3799102.500000 Penalty: 3358.508545
	Iteration 82Q: 3 clusters Score -3799102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3799112.500000 Penalty: 3358.508545
	Iteration 83Q: 3 clusters Score -3799112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3799122.000000 Penalty: 3358.508545
	Iteration 84Q: 3 clusters Score -3799122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3799120.750000 Penalty: 3358.508545
	Iteration 85Q: 3 clusters Score -3799121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3799132.500000 Penalty: 3358.508545
	Iteration 86Q: 3 clusters Score -3799132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3799139.500000 Penalty: 3358.508545
	Iteration 87Q: 3 clusters Score -3799140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3799131.500000 Penalty: 3358.508545
	Iteration 88Q: 3 clusters Score -3799132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3799142.500000 Penalty: 3358.508545
	Iteration 89Q: 3 clusters Score -3799142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3799149.000000 Penalty: 3358.508545
	Iteration 90Q: 3 clusters Score -3799149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3799153.500000 Penalty: 3358.508545
	Iteration 91Q: 3 clusters Score -3799154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3799158.750000 Penalty: 3358.508545
	Iteration 92Q: 3 clusters Score -3799159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3799162.750000 Penalty: 3358.508545
	Iteration 93Q: 3 clusters Score -3799163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3799165.250000 Penalty: 3358.508545
	Iteration 94Q: 3 clusters Score -3799165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3799161.250000 Penalty: 3358.508545
	Iteration 95Q: 3 clusters Score -3799161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3799166.000000 Penalty: 3358.508545
	Iteration 96Q: 3 clusters Score -3799166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3799168.000000 Penalty: 3358.508545
	Iteration 97Q: 3 clusters Score -3799168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3799169.250000 Penalty: 3358.508545
	Iteration 98Q: 3 clusters Score -3799169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3799170.000000 Penalty: 3358.508545
	Iteration 99Q: 3 clusters Score -3799170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3799166.000000 Penalty: 3358.508545
	Iteration 100F: 3 clusters Score -3799166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3799169.750000 Penalty: 3358.508545
	Iteration 101Q: 3 clusters Score -3799170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3799167.250000 Penalty: 3358.508545
	Iteration 102Q: 3 clusters Score -3799167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3799163.000000 Penalty: 3358.508545
	Iteration 103Q: 3 clusters Score -3799163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3799168.750000 Penalty: 3358.508545
	Iteration 104Q: 3 clusters Score -3799169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3799170.250000 Penalty: 3358.508545
	Iteration 105Q: 3 clusters Score -3799170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3799169.250000 Penalty: 3358.508545
	Iteration 106Q: 3 clusters Score -3799169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3799167.000000 Penalty: 3358.508545
	Iteration 107Q: 3 clusters Score -3799167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3799171.500000 Penalty: 3358.508545
	Iteration 108Q: 3 clusters Score -3799172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3799171.500000 Penalty: 3358.508545
	Iteration 109Q: 3 clusters Score -3799172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3799171.500000 Penalty: 3358.508545
	Iteration 110F: 3 clusters Score -3799172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Entering Unmasked Estep 
Score: -395913.562500 Penalty: 1320.703125
	Iteration 0F: 2 clusters Score -395913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -392923.937500 Penalty: 2641.406250
	Iteration 0F: 3 clusters Score -392923.9 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -393699.531250 Penalty: 2641.406250
	Iteration 1F: 3 clusters Score -393699.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -393875.062500 Penalty: 2641.406250
	Iteration 2F: 3 clusters Score -393875.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -394014.875000 Penalty: 2641.406250
	Iteration 3F: 3 clusters Score -394014.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -394162.125000 Penalty: 2641.406250
	Iteration 4F: 3 clusters Score -394162.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -394312.000000 Penalty: 2641.406250
	Iteration 5Q: 3 clusters Score -394312 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -394466.656250 Penalty: 2641.406250
	Iteration 6F: 3 clusters Score -394466.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -394579.156250 Penalty: 2641.406250
	Iteration 7Q: 3 clusters Score -394579.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -394677.562500 Penalty: 2641.406250
	Iteration 8Q: 3 clusters Score -394677.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -394760.250000 Penalty: 2641.406250
	Iteration 9Q: 3 clusters Score -394760.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -394839.843750 Penalty: 2641.406250
	Iteration 10Q: 3 clusters Score -394839.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -394944.312500 Penalty: 2641.406250
	Iteration 11Q: 3 clusters Score -394944.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -395034.468750 Penalty: 2641.406250
	Iteration 12Q: 3 clusters Score -395034.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -395095.906250 Penalty: 2641.406250
	Iteration 13Q: 3 clusters Score -395095.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -395137.406250 Penalty: 2641.406250
	Iteration 14Q: 3 clusters Score -395137.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -395173.562500 Penalty: 2641.406250
	Iteration 15Q: 3 clusters Score -395173.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -395208.187500 Penalty: 2641.406250
	Iteration 16Q: 3 clusters Score -395208.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -395246.093750 Penalty: 2641.406250
	Iteration 17Q: 3 clusters Score -395246.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -395282.906250 Penalty: 2641.406250
	Iteration 18Q: 3 clusters Score -395282.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -395319.656250 Penalty: 2641.406250
	Iteration 19Q: 3 clusters Score -395319.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -395341.906250 Penalty: 2641.406250
	Iteration 20F: 3 clusters Score -395341.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -395374.343750 Penalty: 2641.406250
	Iteration 21Q: 3 clusters Score -395374.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -395405.593750 Penalty: 2641.406250
	Iteration 22Q: 3 clusters Score -395405.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -395449.375000 Penalty: 2641.406250
	Iteration 23Q: 3 clusters Score -395449.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -395485.843750 Penalty: 2641.406250
	Iteration 24Q: 3 clusters Score -395485.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -395510.968750 Penalty: 2641.406250
	Iteration 25Q: 3 clusters Score -395511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -395524.281250 Penalty: 2641.406250
	Iteration 26Q: 3 clusters Score -395524.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -395534.093750 Penalty: 2641.406250
	Iteration 27Q: 3 clusters Score -395534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -395538.250000 Penalty: 2641.406250
	Iteration 28Q: 3 clusters Score -395538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -395539.750000 Penalty: 2641.406250
	Iteration 29Q: 3 clusters Score -395539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -395540.718750 Penalty: 2641.406250
	Iteration 30Q: 3 clusters Score -395540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -395542.250000 Penalty: 2641.406250
	Iteration 31Q: 3 clusters Score -395542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -395542.906250 Penalty: 2641.406250
	Iteration 32Q: 3 clusters Score -395542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -395542.906250 Penalty: 2641.406250
	Iteration 33F: 3 clusters Score -395542.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -430128.906250 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -430128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -427007.937500 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -427007.9 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -427875.968750 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -427876 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -428068.218750 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -428068.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -428225.187500 Penalty: 2668.996582
	Iteration 3F: 3 clusters Score -428225.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -428383.312500 Penalty: 2668.996582
	Iteration 4F: 3 clusters Score -428383.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -428524.781250 Penalty: 2668.996582
	Iteration 5Q: 3 clusters Score -428524.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -428634.125000 Penalty: 2668.996582
	Iteration 6Q: 3 clusters Score -428634.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -428753.250000 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -428753.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -428864.593750 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -428864.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -428937.531250 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -428937.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -428990.531250 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -428990.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -429043.406250 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -429043.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -429072.968750 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -429073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -429103.687500 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -429103.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -429126.000000 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -429126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -429140.250000 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -429140.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -429147.375000 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -429147.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -429151.843750 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -429151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -429155.062500 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -429155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -429159.937500 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -429159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -429162.937500 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -429162.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -429169.156250 Penalty: 2668.996582
	Iteration 21Q: 3 clusters Score -429169.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -429175.281250 Penalty: 2668.996582
	Iteration 22Q: 3 clusters Score -429175.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -429181.312500 Penalty: 2668.996582
	Iteration 23Q: 3 clusters Score -429181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -429183.375000 Penalty: 2668.996582
	Iteration 24Q: 3 clusters Score -429183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -429189.406250 Penalty: 2668.996582
	Iteration 25Q: 3 clusters Score -429189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -429193.437500 Penalty: 2668.996582
	Iteration 26Q: 3 clusters Score -429193.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -429197.875000 Penalty: 2668.996582
	Iteration 27Q: 3 clusters Score -429197.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -429201.468750 Penalty: 2668.996582
	Iteration 28Q: 3 clusters Score -429201.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -429205.687500 Penalty: 2668.996582
	Iteration 29Q: 3 clusters Score -429205.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -429207.593750 Penalty: 2668.996582
	Iteration 30Q: 3 clusters Score -429207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -429209.093750 Penalty: 2668.996582
	Iteration 31Q: 3 clusters Score -429209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -429210.906250 Penalty: 2668.996582
	Iteration 32Q: 3 clusters Score -429210.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -429214.187500 Penalty: 2668.996582
	Iteration 33Q: 3 clusters Score -429214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -429219.156250 Penalty: 2668.996582
	Iteration 34Q: 3 clusters Score -429219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -429221.031250 Penalty: 2668.996582
	Iteration 35Q: 3 clusters Score -429221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -429223.625000 Penalty: 2668.996582
	Iteration 36Q: 3 clusters Score -429223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -429226.468750 Penalty: 2668.996582
	Iteration 37Q: 3 clusters Score -429226.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -429229.718750 Penalty: 2668.996582
	Iteration 38Q: 3 clusters Score -429229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -429231.375000 Penalty: 2668.996582
	Iteration 39Q: 3 clusters Score -429231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -429231.593750 Penalty: 2668.996582
	Iteration 40F: 3 clusters Score -429231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -429232.812500 Penalty: 2668.996582
	Iteration 41Q: 3 clusters Score -429232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -429235.000000 Penalty: 2668.996582
	Iteration 42Q: 3 clusters Score -429235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -429234.750000 Penalty: 2668.996582
	Iteration 43Q: 3 clusters Score -429234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -429234.750000 Penalty: 2668.996582
	Iteration 44F: 3 clusters Score -429234.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79051 members 
Entering Unmasked Estep 
Score: -9826209.000000 Penalty: 1832.650391
	Iteration 0F: 2 clusters Score -9826209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -9773092.000000 Penalty: 3665.300781
	Iteration 0F: 3 clusters Score -9773092 nChanged 37618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -9795087.000000 Penalty: 3665.300781
	Iteration 1F: 3 clusters Score -9795087 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -9795862.000000 Penalty: 3665.300781
	Iteration 2Q: 3 clusters Score -9795862 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -9796833.000000 Penalty: 3665.300781
	Iteration 3Q: 3 clusters Score -9796833 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -9798379.000000 Penalty: 3665.300781
	Iteration 4Q: 3 clusters Score -9798379 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -9800486.000000 Penalty: 3665.300781
	Iteration 5Q: 3 clusters Score -9800486 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -9803843.000000 Penalty: 3665.300781
	Iteration 6F: 3 clusters Score -9803843 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -9808037.000000 Penalty: 3665.300781
	Iteration 7F: 3 clusters Score -9808037 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -9812036.000000 Penalty: 3665.300781
	Iteration 8F: 3 clusters Score -9812036 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -9814427.000000 Penalty: 3665.300781
	Iteration 9F: 3 clusters Score -9814427 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -9815449.000000 Penalty: 3665.300781
	Iteration 10Q: 3 clusters Score -9815449 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -9816091.000000 Penalty: 3665.300781
	Iteration 11Q: 3 clusters Score -9816091 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -9816555.000000 Penalty: 3665.300781
	Iteration 12Q: 3 clusters Score -9816555 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -9817104.000000 Penalty: 3665.300781
	Iteration 13Q: 3 clusters Score -9817104 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -9817614.000000 Penalty: 3665.300781
	Iteration 14Q: 3 clusters Score -9817614 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -9818246.000000 Penalty: 3665.300781
	Iteration 15Q: 3 clusters Score -9818246 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -9818962.000000 Penalty: 3665.300781
	Iteration 16Q: 3 clusters Score -9818962 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -9819600.000000 Penalty: 3665.300781
	Iteration 17Q: 3 clusters Score -9819600 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -9820086.000000 Penalty: 3665.300781
	Iteration 18Q: 3 clusters Score -9820086 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -9820502.000000 Penalty: 3665.300781
	Iteration 19Q: 3 clusters Score -9820502 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -9820756.000000 Penalty: 3665.300781
	Iteration 20F: 3 clusters Score -9820756 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -9820957.000000 Penalty: 3665.300781
	Iteration 21Q: 3 clusters Score -9820957 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -9821083.000000 Penalty: 3665.300781
	Iteration 22Q: 3 clusters Score -9821083 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -9821167.000000 Penalty: 3665.300781
	Iteration 23Q: 3 clusters Score -9821167 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -9821211.000000 Penalty: 3665.300781
	Iteration 24Q: 3 clusters Score -9821211 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -9821271.000000 Penalty: 3665.300781
	Iteration 25Q: 3 clusters Score -9821271 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -9821343.000000 Penalty: 3665.300781
	Iteration 26Q: 3 clusters Score -9821343 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -9821347.000000 Penalty: 3665.300781
	Iteration 27Q: 3 clusters Score -9821347 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -9821374.000000 Penalty: 3665.300781
	Iteration 28Q: 3 clusters Score -9821374 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -9821407.000000 Penalty: 3665.300781
	Iteration 29Q: 3 clusters Score -9821407 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -9821379.000000 Penalty: 3665.300781
	Iteration 30Q: 3 clusters Score -9821379 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -9821397.000000 Penalty: 3665.300781
	Iteration 31Q: 3 clusters Score -9821397 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -9821411.000000 Penalty: 3665.300781
	Iteration 32Q: 3 clusters Score -9821411 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -9821465.000000 Penalty: 3665.300781
	Iteration 33Q: 3 clusters Score -9821465 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -9821537.000000 Penalty: 3665.300781
	Iteration 34Q: 3 clusters Score -9821537 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -9821522.000000 Penalty: 3665.300781
	Iteration 35Q: 3 clusters Score -9821522 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -9821548.000000 Penalty: 3665.300781
	Iteration 36Q: 3 clusters Score -9821548 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -9821593.000000 Penalty: 3665.300781
	Iteration 37Q: 3 clusters Score -9821593 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -9821619.000000 Penalty: 3665.300781
	Iteration 38Q: 3 clusters Score -9821619 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9821646 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9821668 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9821655 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9821683 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9821696 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9821687 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9821712 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9821717 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9821737 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9821710 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9821716 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9821749 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9821731 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9821748 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9821775 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9821828 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9821894 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9821894 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9821966 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9822020 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9822025 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9822037 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9822071 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9822136 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9822123 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9822178 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9822178 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9822215 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9822230 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9822250 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9822281 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9822292 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9822288 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9822337 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9822327 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9822392 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9822408 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9822443 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9822478 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9822533 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9822580 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9822631 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9822673 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9822720 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9822795 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9822833 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
Score: -9822917.000000 Penalty: 3665.300781
	Iteration 85Q: 3 clusters Score -9822917 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9822952 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9822995 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9822985 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 68075 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9823029 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9823058 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9823093 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9823187 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9823302 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9823331 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9823390 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9823397 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9823439 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9823491 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9823532 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9823536 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9823553 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -9823616.000000 Penalty: 3665.300781
	Iteration 102Q: 3 clusters Score -9823616 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9823640 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -9823642.000000 Penalty: 3665.300781
	Iteration 104Q: 3 clusters Score -9823642 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9823661 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9823711 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9823772 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9823816 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9823842 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9823892 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9823914 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9823938 nChanged 158
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Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9823960 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9823994 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9824068 nChanged 165
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Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9824094 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9824139 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 74922 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9824166 nChanged 166
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Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9824195 nChanged 143
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Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9824196 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9824233 nChanged 126
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Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9824260 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9824264 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 75736 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9824310 nChanged 135
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Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 75871 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9824337 nChanged 138
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Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9824367 nChanged 126
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Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9824433 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9824470 nChanged 113
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Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9824503 nChanged 90
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Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9824520 nChanged 89
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Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9824518 nChanged 96
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Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9824531 nChanged 78
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Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -9824578.000000 Penalty: 3665.300781
	Iteration 133Q: 3 clusters Score -9824578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -9824565.000000 Penalty: 3665.300781
	Iteration 134Q: 3 clusters Score -9824565 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -9824597.000000 Penalty: 3665.300781
	Iteration 135Q: 3 clusters Score -9824597 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -9824612.000000 Penalty: 3665.300781
	Iteration 136Q: 3 clusters Score -9824612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -9824606.000000 Penalty: 3665.300781
	Iteration 137Q: 3 clusters Score -9824606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -9824625.000000 Penalty: 3665.300781
	Iteration 138Q: 3 clusters Score -9824625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 77141 members 
Entering Unmasked Estep 
Score: -9824642.000000 Penalty: 3665.300781
	Iteration 139Q: 3 clusters Score -9824642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -9824647.000000 Penalty: 3665.300781
	Iteration 140F: 3 clusters Score -9824647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -9824653.000000 Penalty: 3665.300781
	Iteration 141Q: 3 clusters Score -9824653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -9824656.000000 Penalty: 3665.300781
	Iteration 142Q: 3 clusters Score -9824656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -9824675.000000 Penalty: 3665.300781
	Iteration 143Q: 3 clusters Score -9824675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -9824665.000000 Penalty: 3665.300781
	Iteration 144Q: 3 clusters Score -9824665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -9824678.000000 Penalty: 3665.300781
	Iteration 145Q: 3 clusters Score -9824678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -9824675.000000 Penalty: 3665.300781
	Iteration 146Q: 3 clusters Score -9824675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -9824690.000000 Penalty: 3665.300781
	Iteration 147Q: 3 clusters Score -9824690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -9824675.000000 Penalty: 3665.300781
	Iteration 148Q: 3 clusters Score -9824675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -9824688.000000 Penalty: 3665.300781
	Iteration 149Q: 3 clusters Score -9824688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -9824694.000000 Penalty: 3665.300781
	Iteration 150Q: 3 clusters Score -9824694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -9824694.000000 Penalty: 3665.300781
	Iteration 151Q: 3 clusters Score -9824694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -9824689.000000 Penalty: 3665.300781
	Iteration 152Q: 3 clusters Score -9824689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -9824685.000000 Penalty: 3665.300781
	Iteration 153Q: 3 clusters Score -9824685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -9824684.000000 Penalty: 3665.300781
	Iteration 154Q: 3 clusters Score -9824684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -9824693.000000 Penalty: 3665.300781
	Iteration 155Q: 3 clusters Score -9824693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -9824689.000000 Penalty: 3665.300781
	Iteration 156Q: 3 clusters Score -9824689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -9824690.000000 Penalty: 3665.300781
	Iteration 157Q: 3 clusters Score -9824690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -9824695.000000 Penalty: 3665.300781
	Iteration 158Q: 3 clusters Score -9824695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -9824696.000000 Penalty: 3665.300781
	Iteration 159Q: 3 clusters Score -9824696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -9824691.000000 Penalty: 3665.300781
	Iteration 160F: 3 clusters Score -9824691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 77510 members 
Entering Unmasked Estep 
Score: -9824700.000000 Penalty: 3665.300781
	Iteration 161Q: 3 clusters Score -9824700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -9824703.000000 Penalty: 3665.300781
	Iteration 162Q: 3 clusters Score -9824703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -9824709.000000 Penalty: 3665.300781
	Iteration 163Q: 3 clusters Score -9824709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -9824704.000000 Penalty: 3665.300781
	Iteration 164Q: 3 clusters Score -9824704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -9824704.000000 Penalty: 3665.300781
	Iteration 165F: 3 clusters Score -9824704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Entering Unmasked Estep 
Score: -9963398.000000 Penalty: 1834.997437
	Iteration 0F: 2 clusters Score -9963398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -9910329.000000 Penalty: 3669.994873
	Iteration 0F: 3 clusters Score -9910329 nChanged 38084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -9932110.000000 Penalty: 3669.994873
	Iteration 1F: 3 clusters Score -9932110 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -9932689.000000 Penalty: 3669.994873
	Iteration 2Q: 3 clusters Score -9932689 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -9933504.000000 Penalty: 3669.994873
	Iteration 3Q: 3 clusters Score -9933504 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -9934614.000000 Penalty: 3669.994873
	Iteration 4Q: 3 clusters Score -9934614 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -9936408.000000 Penalty: 3669.994873
	Iteration 5Q: 3 clusters Score -9936408 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -9939376.000000 Penalty: 3669.994873
	Iteration 6F: 3 clusters Score -9939376 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -9943571.000000 Penalty: 3669.994873
	Iteration 7F: 3 clusters Score -9943571 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -9948298.000000 Penalty: 3669.994873
	Iteration 8F: 3 clusters Score -9948298 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -9952810.000000 Penalty: 3669.994873
	Iteration 9F: 3 clusters Score -9952810 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -9956264.000000 Penalty: 3669.994873
	Iteration 10Q: 3 clusters Score -9956264 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -9958671.000000 Penalty: 3669.994873
	Iteration 11Q: 3 clusters Score -9958671 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -9959985.000000 Penalty: 3669.994873
	Iteration 12Q: 3 clusters Score -9959985 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78264 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9960735.000000 Penalty: 3669.994873
	Iteration 13Q: 3 clusters Score -9960735 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -9961187.000000 Penalty: 3669.994873
	Iteration 14Q: 3 clusters Score -9961187 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9961444.000000 Penalty: 3669.994873
	Iteration 15Q: 3 clusters Score -9961444 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9961608.000000 Penalty: 3669.994873
	Iteration 16Q: 3 clusters Score -9961608 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9961701.000000 Penalty: 3669.994873
	Iteration 17Q: 3 clusters Score -9961701 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9961741.000000 Penalty: 3669.994873
	Iteration 18Q: 3 clusters Score -9961741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79781 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9961767.000000 Penalty: 3669.994873
	Iteration 19Q: 3 clusters Score -9961767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9961794.000000 Penalty: 3669.994873
	Iteration 20F: 3 clusters Score -9961794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9961822.000000 Penalty: 3669.994873
	Iteration 21Q: 3 clusters Score -9961822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9961839.000000 Penalty: 3669.994873
	Iteration 22Q: 3 clusters Score -9961839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9961858.000000 Penalty: 3669.994873
	Iteration 23Q: 3 clusters Score -9961858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9961862.000000 Penalty: 3669.994873
	Iteration 24Q: 3 clusters Score -9961862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9961876.000000 Penalty: 3669.994873
	Iteration 25Q: 3 clusters Score -9961876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9961879.000000 Penalty: 3669.994873
	Iteration 26Q: 3 clusters Score -9961879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9961884.000000 Penalty: 3669.994873
	Iteration 27Q: 3 clusters Score -9961884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9961890.000000 Penalty: 3669.994873
	Iteration 28Q: 3 clusters Score -9961890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9961889.000000 Penalty: 3669.994873
	Iteration 29Q: 3 clusters Score -9961889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9961890.000000 Penalty: 3669.994873
	Iteration 30Q: 3 clusters Score -9961890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9961890.000000 Penalty: 3669.994873
	Iteration 31Q: 3 clusters Score -9961890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9961889.000000 Penalty: 3669.994873
	Iteration 32Q: 3 clusters Score -9961889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9961892.000000 Penalty: 3669.994873
	Iteration 33Q: 3 clusters Score -9961892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9961903.000000 Penalty: 3669.994873
	Iteration 34Q: 3 clusters Score -9961903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9961900.000000 Penalty: 3669.994873
	Iteration 35Q: 3 clusters Score -9961900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9961906.000000 Penalty: 3669.994873
	Iteration 36Q: 3 clusters Score -9961906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9961901.000000 Penalty: 3669.994873
	Iteration 37Q: 3 clusters Score -9961901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9961901.000000 Penalty: 3669.994873
	Iteration 38F: 3 clusters Score -9961901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Entering Unmasked Estep 
Score: -1164015.250000 Penalty: 1491.948242
	Iteration 0F: 2 clusters Score -1164015 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 4875 members 
Entering Unmasked Estep 
Score: -1157043.625000 Penalty: 2983.896484
	Iteration 0F: 3 clusters Score -1157044 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1159245.000000 Penalty: 2983.896484
	Iteration 1F: 3 clusters Score -1159245 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1159507.125000 Penalty: 2983.896484
	Iteration 2F: 3 clusters Score -1159507 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1159727.250000 Penalty: 2983.896484
	Iteration 3F: 3 clusters Score -1159727 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1159996.250000 Penalty: 2983.896484
	Iteration 4Q: 3 clusters Score -1159996 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1160341.375000 Penalty: 2983.896484
	Iteration 5F: 3 clusters Score -1160341 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1160716.500000 Penalty: 2983.896484
	Iteration 6F: 3 clusters Score -1160716 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1161154.625000 Penalty: 2983.896484
	Iteration 7F: 3 clusters Score -1161155 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1161596.625000 Penalty: 2983.896484
	Iteration 8F: 3 clusters Score -1161597 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1162029.000000 Penalty: 2983.896484
	Iteration 9F: 3 clusters Score -1162029 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1162389.125000 Penalty: 2983.896484
	Iteration 10F: 3 clusters Score -1162389 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1162660.000000 Penalty: 2983.896484
	Iteration 11Q: 3 clusters Score -1162660 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1162820.500000 Penalty: 2983.896484
	Iteration 12Q: 3 clusters Score -1162820 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1162909.250000 Penalty: 2983.896484
	Iteration 13Q: 3 clusters Score -1162909 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1162957.000000 Penalty: 2983.896484
	Iteration 14Q: 3 clusters Score -1162957 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1162989.000000 Penalty: 2983.896484
	Iteration 15Q: 3 clusters Score -1162989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1163009.625000 Penalty: 2983.896484
	Iteration 16Q: 3 clusters Score -1163010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1163024.625000 Penalty: 2983.896484
	Iteration 17Q: 3 clusters Score -1163025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1163034.750000 Penalty: 2983.896484
	Iteration 18Q: 3 clusters Score -1163035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1163036.625000 Penalty: 2983.896484
	Iteration 19Q: 3 clusters Score -1163037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1163043.000000 Penalty: 2983.896484
	Iteration 20F: 3 clusters Score -1163043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1163049.375000 Penalty: 2983.896484
	Iteration 21Q: 3 clusters Score -1163049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1163046.750000 Penalty: 2983.896484
	Iteration 22Q: 3 clusters Score -1163047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1163051.500000 Penalty: 2983.896484
	Iteration 23Q: 3 clusters Score -1163052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1163051.875000 Penalty: 2983.896484
	Iteration 24Q: 3 clusters Score -1163052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1163053.250000 Penalty: 2983.896484
	Iteration 25Q: 3 clusters Score -1163053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1163054.500000 Penalty: 2983.896484
	Iteration 26Q: 3 clusters Score -1163054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1163054.375000 Penalty: 2983.896484
	Iteration 27Q: 3 clusters Score -1163054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1163053.625000 Penalty: 2983.896484
	Iteration 28Q: 3 clusters Score -1163054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1163056.000000 Penalty: 2983.896484
	Iteration 29Q: 3 clusters Score -1163056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1163054.875000 Penalty: 2983.896484
	Iteration 30Q: 3 clusters Score -1163055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1163054.875000 Penalty: 2983.896484
	Iteration 31F: 3 clusters Score -1163055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -14763.254883 Penalty: 903.610779
	Iteration 0F: 2 clusters Score -14763.25 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 129 members 
Entering Unmasked Estep 
Score: -14113.001953 Penalty: 1807.221558
	Iteration 0F: 3 clusters Score -14113 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14431.184570 Penalty: 1807.221558
	Iteration 1F: 3 clusters Score -14431.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14489.359375 Penalty: 1807.221558
	Iteration 2F: 3 clusters Score -14489.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14526.576172 Penalty: 1807.221558
	Iteration 3Q: 3 clusters Score -14526.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14588.522461 Penalty: 1807.221558
	Iteration 4Q: 3 clusters Score -14588.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14755.520508 Penalty: 1807.221558
	Iteration 5Q: 3 clusters Score -14755.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14951.512695 Penalty: 1807.221558
	Iteration 6F: 3 clusters Score -14951.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15204.083984 Penalty: 1807.221558
	Iteration 7Q: 3 clusters Score -15204.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15265.757812 Penalty: 1807.221558
	Iteration 8Q: 3 clusters Score -15265.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15300.315430 Penalty: 1807.221558
	Iteration 9Q: 3 clusters Score -15300.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15300.315430 Penalty: 1807.221558
	Iteration 10F: 3 clusters Score -15300.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9706 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89254 members 
Mstep: Class 5 contains 30757 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 79051 members 
Mstep: Class 9 contains 80201 members 
Mstep: Class 10 contains 9713 members 
Mstep: Class 11 contains 105 members 
Mstep: Class 12 contains 8331 members 
Mstep: Class 13 contains 37978 members 
Mstep: Class 14 contains 19769 members 
Mstep: Class 15 contains 73499 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12292 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 51510 members 
Mstep: Class 20 contains 3301 members 
Mstep: Class 21 contains 5356 members 
Mstep: Class 22 contains 89518 members 
Mstep: Class 23 contains 80292 members 
Mstep: Class 24 contains 2124 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 35492 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9664 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 89286 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
Score: -102235288.000000 Penalty: 77592.265625
Splitting cluster 11 changes total score from -102235816.000000 to -102235288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Entering Unmasked Estep 
Score: -1002375.625000 Penalty: 1467.007568
	Iteration 0F: 2 clusters Score -1002376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -996268.687500 Penalty: 2934.015137
	Iteration 0F: 3 clusters Score -996268.7 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -998211.687500 Penalty: 2934.015137
	Iteration 1F: 3 clusters Score -998211.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -998486.687500 Penalty: 2934.015137
	Iteration 2F: 3 clusters Score -998486.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -998728.812500 Penalty: 2934.015137
	Iteration 3F: 3 clusters Score -998728.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -998934.625000 Penalty: 2934.015137
	Iteration 4Q: 3 clusters Score -998934.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -999119.812500 Penalty: 2934.015137
	Iteration 5Q: 3 clusters Score -999119.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -999286.625000 Penalty: 2934.015137
	Iteration 6Q: 3 clusters Score -999286.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -999449.500000 Penalty: 2934.015137
	Iteration 7Q: 3 clusters Score -999449.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -999623.562500 Penalty: 2934.015137
	Iteration 8Q: 3 clusters Score -999623.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -999823.062500 Penalty: 2934.015137
	Iteration 9Q: 3 clusters Score -999823.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1000039.000000 Penalty: 2934.015137
	Iteration 10Q: 3 clusters Score -1000039 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1000275.437500 Penalty: 2934.015137
	Iteration 11Q: 3 clusters Score -1000275 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1000452.250000 Penalty: 2934.015137
	Iteration 12Q: 3 clusters Score -1000452 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1000593.937500 Penalty: 2934.015137
	Iteration 13Q: 3 clusters Score -1000594 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1000685.437500 Penalty: 2934.015137
	Iteration 14Q: 3 clusters Score -1000685 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1000744.312500 Penalty: 2934.015137
	Iteration 15Q: 3 clusters Score -1000744 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1000781.562500 Penalty: 2934.015137
	Iteration 16Q: 3 clusters Score -1000782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1000817.812500 Penalty: 2934.015137
	Iteration 17Q: 3 clusters Score -1000818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1000860.312500 Penalty: 2934.015137
	Iteration 18Q: 3 clusters Score -1000860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1000907.500000 Penalty: 2934.015137
	Iteration 19Q: 3 clusters Score -1000908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1000936.875000 Penalty: 2934.015137
	Iteration 20F: 3 clusters Score -1000937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1000954.375000 Penalty: 2934.015137
	Iteration 21Q: 3 clusters Score -1000954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1000965.937500 Penalty: 2934.015137
	Iteration 22Q: 3 clusters Score -1000966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1000977.750000 Penalty: 2934.015137
	Iteration 23Q: 3 clusters Score -1000978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1000988.000000 Penalty: 2934.015137
	Iteration 24Q: 3 clusters Score -1000988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1000995.000000 Penalty: 2934.015137
	Iteration 25Q: 3 clusters Score -1000995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1001005.312500 Penalty: 2934.015137
	Iteration 26Q: 3 clusters Score -1001005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1001015.500000 Penalty: 2934.015137
	Iteration 27Q: 3 clusters Score -1001016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1001021.625000 Penalty: 2934.015137
	Iteration 28Q: 3 clusters Score -1001022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1001031.750000 Penalty: 2934.015137
	Iteration 29Q: 3 clusters Score -1001032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1001034.812500 Penalty: 2934.015137
	Iteration 30Q: 3 clusters Score -1001035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1001038.250000 Penalty: 2934.015137
	Iteration 31Q: 3 clusters Score -1001038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1001043.875000 Penalty: 2934.015137
	Iteration 32Q: 3 clusters Score -1001044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1001046.000000 Penalty: 2934.015137
	Iteration 33Q: 3 clusters Score -1001046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1001047.250000 Penalty: 2934.015137
	Iteration 34Q: 3 clusters Score -1001047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1001047.000000 Penalty: 2934.015137
	Iteration 35Q: 3 clusters Score -1001047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1001046.500000 Penalty: 2934.015137
	Iteration 36Q: 3 clusters Score -1001046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1001046.812500 Penalty: 2934.015137
	Iteration 37Q: 3 clusters Score -1001047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1001046.812500 Penalty: 2934.015137
	Iteration 38F: 3 clusters Score -1001047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Entering Unmasked Estep 
Score: -4685524.000000 Penalty: 1713.523926
	Iteration 0F: 2 clusters Score -4685524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4660266.500000 Penalty: 3427.047852
	Iteration 0F: 3 clusters Score -4660266 nChanged 17439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4670151.000000 Penalty: 3427.047852
	Iteration 1F: 3 clusters Score -4670151 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -4670676.000000 Penalty: 3427.047852
	Iteration 2Q: 3 clusters Score -4670676 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4671342.500000 Penalty: 3427.047852
	Iteration 3Q: 3 clusters Score -4671342 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -4672352.000000 Penalty: 3427.047852
	Iteration 4Q: 3 clusters Score -4672352 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -4673866.500000 Penalty: 3427.047852
	Iteration 5F: 3 clusters Score -4673866 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -4675932.500000 Penalty: 3427.047852
	Iteration 6F: 3 clusters Score -4675932 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -4678452.500000 Penalty: 3427.047852
	Iteration 7F: 3 clusters Score -4678452 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4680788.000000 Penalty: 3427.047852
	Iteration 8F: 3 clusters Score -4680788 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4682429.000000 Penalty: 3427.047852
	Iteration 9Q: 3 clusters Score -4682429 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -4683282.000000 Penalty: 3427.047852
	Iteration 10Q: 3 clusters Score -4683282 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -4683638.500000 Penalty: 3427.047852
	Iteration 11Q: 3 clusters Score -4683638 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -4683831.000000 Penalty: 3427.047852
	Iteration 12Q: 3 clusters Score -4683831 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -4683923.500000 Penalty: 3427.047852
	Iteration 13Q: 3 clusters Score -4683924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -4683991.000000 Penalty: 3427.047852
	Iteration 14Q: 3 clusters Score -4683991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -4684043.000000 Penalty: 3427.047852
	Iteration 15Q: 3 clusters Score -4684043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -4684070.000000 Penalty: 3427.047852
	Iteration 16Q: 3 clusters Score -4684070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4684093.000000 Penalty: 3427.047852
	Iteration 17Q: 3 clusters Score -4684093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -4684108.500000 Penalty: 3427.047852
	Iteration 18Q: 3 clusters Score -4684108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -4684120.000000 Penalty: 3427.047852
	Iteration 19Q: 3 clusters Score -4684120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4684121.000000 Penalty: 3427.047852
	Iteration 20F: 3 clusters Score -4684121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4684122.000000 Penalty: 3427.047852
	Iteration 21Q: 3 clusters Score -4684122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4684127.000000 Penalty: 3427.047852
	Iteration 22Q: 3 clusters Score -4684127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4684132.500000 Penalty: 3427.047852
	Iteration 23Q: 3 clusters Score -4684132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -4684134.000000 Penalty: 3427.047852
	Iteration 24Q: 3 clusters Score -4684134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -4684134.000000 Penalty: 3427.047852
	Iteration 25Q: 3 clusters Score -4684134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4684138.000000 Penalty: 3427.047852
	Iteration 26Q: 3 clusters Score -4684138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4684141.500000 Penalty: 3427.047852
	Iteration 27Q: 3 clusters Score -4684142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4684144.000000 Penalty: 3427.047852
	Iteration 28Q: 3 clusters Score -4684144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4684143.000000 Penalty: 3427.047852
	Iteration 29Q: 3 clusters Score -4684143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4684143.000000 Penalty: 3427.047852
	Iteration 30Q: 3 clusters Score -4684143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4684143.000000 Penalty: 3427.047852
	Iteration 31F: 3 clusters Score -4684143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Entering Unmasked Estep 
Score: -2407766.250000 Penalty: 1607.428955
	Iteration 0F: 2 clusters Score -2407766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2394283.250000 Penalty: 3214.857910
	Iteration 0F: 3 clusters Score -2394283 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2399021.000000 Penalty: 3214.857910
	Iteration 1F: 3 clusters Score -2399021 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2399355.500000 Penalty: 3214.857910
	Iteration 2Q: 3 clusters Score -2399356 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2399649.000000 Penalty: 3214.857910
	Iteration 3Q: 3 clusters Score -2399649 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2399948.750000 Penalty: 3214.857910
	Iteration 4Q: 3 clusters Score -2399949 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2400302.250000 Penalty: 3214.857910
	Iteration 5Q: 3 clusters Score -2400302 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2400801.000000 Penalty: 3214.857910
	Iteration 6Q: 3 clusters Score -2400801 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2401425.500000 Penalty: 3214.857910
	Iteration 7F: 3 clusters Score -2401426 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2402227.500000 Penalty: 3214.857910
	Iteration 8F: 3 clusters Score -2402228 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2403136.750000 Penalty: 3214.857910
	Iteration 9F: 3 clusters Score -2403137 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2403995.000000 Penalty: 3214.857910
	Iteration 10Q: 3 clusters Score -2403995 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2404644.250000 Penalty: 3214.857910
	Iteration 11Q: 3 clusters Score -2404644 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2405096.250000 Penalty: 3214.857910
	Iteration 12Q: 3 clusters Score -2405096 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2405462.500000 Penalty: 3214.857910
	Iteration 13Q: 3 clusters Score -2405462 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2405754.750000 Penalty: 3214.857910
	Iteration 14Q: 3 clusters Score -2405755 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2405979.500000 Penalty: 3214.857910
	Iteration 15Q: 3 clusters Score -2405980 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2406149.250000 Penalty: 3214.857910
	Iteration 16Q: 3 clusters Score -2406149 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2406262.750000 Penalty: 3214.857910
	Iteration 17Q: 3 clusters Score -2406263 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2406336.250000 Penalty: 3214.857910
	Iteration 18Q: 3 clusters Score -2406336 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2406367.750000 Penalty: 3214.857910
	Iteration 19Q: 3 clusters Score -2406368 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2406393.500000 Penalty: 3214.857910
	Iteration 20F: 3 clusters Score -2406394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2406401.000000 Penalty: 3214.857910
	Iteration 21Q: 3 clusters Score -2406401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2406408.500000 Penalty: 3214.857910
	Iteration 22Q: 3 clusters Score -2406408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2406409.250000 Penalty: 3214.857910
	Iteration 23Q: 3 clusters Score -2406409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2406416.250000 Penalty: 3214.857910
	Iteration 24Q: 3 clusters Score -2406416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2406418.000000 Penalty: 3214.857910
	Iteration 25Q: 3 clusters Score -2406418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2406420.250000 Penalty: 3214.857910
	Iteration 26Q: 3 clusters Score -2406420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2406419.000000 Penalty: 3214.857910
	Iteration 27Q: 3 clusters Score -2406419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2406419.250000 Penalty: 3214.857910
	Iteration 28Q: 3 clusters Score -2406419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2406416.500000 Penalty: 3214.857910
	Iteration 29Q: 3 clusters Score -2406416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2406420.250000 Penalty: 3214.857910
	Iteration 30Q: 3 clusters Score -2406420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2406423.000000 Penalty: 3214.857910
	Iteration 31Q: 3 clusters Score -2406423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2406427.000000 Penalty: 3214.857910
	Iteration 32Q: 3 clusters Score -2406427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2406426.250000 Penalty: 3214.857910
	Iteration 33Q: 3 clusters Score -2406426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2406426.250000 Penalty: 3214.857910
	Iteration 34Q: 3 clusters Score -2406426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2406428.500000 Penalty: 3214.857910
	Iteration 35Q: 3 clusters Score -2406428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2406429.500000 Penalty: 3214.857910
	Iteration 36Q: 3 clusters Score -2406430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2406431.750000 Penalty: 3214.857910
	Iteration 37Q: 3 clusters Score -2406432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2406429.000000 Penalty: 3214.857910
	Iteration 38Q: 3 clusters Score -2406429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2406431.750000 Penalty: 3214.857910
	Iteration 39Q: 3 clusters Score -2406432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2406431.750000 Penalty: 3214.857910
	Iteration 40F: 3 clusters Score -2406432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Entering Unmasked Estep 
Score: -9236091.000000 Penalty: 1820.816772
	Iteration 0F: 2 clusters Score -9236091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -9188750.000000 Penalty: 3641.633545
	Iteration 0F: 3 clusters Score -9188750 nChanged 34775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -9208544.000000 Penalty: 3641.633545
	Iteration 1F: 3 clusters Score -9208544 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -9209138.000000 Penalty: 3641.633545
	Iteration 2Q: 3 clusters Score -9209138 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -9209864.000000 Penalty: 3641.633545
	Iteration 3Q: 3 clusters Score -9209864 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -9210976.000000 Penalty: 3641.633545
	Iteration 4Q: 3 clusters Score -9210976 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -9212623.000000 Penalty: 3641.633545
	Iteration 5F: 3 clusters Score -9212623 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -9215595.000000 Penalty: 3641.633545
	Iteration 6F: 3 clusters Score -9215595 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -9220005.000000 Penalty: 3641.633545
	Iteration 7F: 3 clusters Score -9220005 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -9225508.000000 Penalty: 3641.633545
	Iteration 8F: 3 clusters Score -9225508 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -9230096.000000 Penalty: 3641.633545
	Iteration 9F: 3 clusters Score -9230096 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -9232749.000000 Penalty: 3641.633545
	Iteration 10Q: 3 clusters Score -9232749 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -9233817.000000 Penalty: 3641.633545
	Iteration 11Q: 3 clusters Score -9233817 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -9234194.000000 Penalty: 3641.633545
	Iteration 12Q: 3 clusters Score -9234194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -9234317.000000 Penalty: 3641.633545
	Iteration 13Q: 3 clusters Score -9234317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -9234393.000000 Penalty: 3641.633545
	Iteration 14Q: 3 clusters Score -9234393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -9234441.000000 Penalty: 3641.633545
	Iteration 15Q: 3 clusters Score -9234441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -9234469.000000 Penalty: 3641.633545
	Iteration 16Q: 3 clusters Score -9234469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -9234465.000000 Penalty: 3641.633545
	Iteration 17Q: 3 clusters Score -9234465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -9234471.000000 Penalty: 3641.633545
	Iteration 18Q: 3 clusters Score -9234471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -9234466.000000 Penalty: 3641.633545
	Iteration 19Q: 3 clusters Score -9234466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -9234471.000000 Penalty: 3641.633545
	Iteration 20F: 3 clusters Score -9234471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -9234475.000000 Penalty: 3641.633545
	Iteration 21Q: 3 clusters Score -9234475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -9234475.000000 Penalty: 3641.633545
	Iteration 22F: 3 clusters Score -9234475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -158966.781250 Penalty: 1180.518677
	Iteration 0F: 2 clusters Score -158966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -157267.375000 Penalty: 2361.037354
	Iteration 0F: 3 clusters Score -157267.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -157585.875000 Penalty: 2361.037354
	Iteration 1F: 3 clusters Score -157585.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -157688.015625 Penalty: 2361.037354
	Iteration 2F: 3 clusters Score -157688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157761.078125 Penalty: 2361.037354
	Iteration 3Q: 3 clusters Score -157761.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -157832.406250 Penalty: 2361.037354
	Iteration 4Q: 3 clusters Score -157832.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -157907.734375 Penalty: 2361.037354
	Iteration 5Q: 3 clusters Score -157907.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157964.703125 Penalty: 2361.037354
	Iteration 6Q: 3 clusters Score -157964.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -158023.296875 Penalty: 2361.037354
	Iteration 7Q: 3 clusters Score -158023.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -158090.937500 Penalty: 2361.037354
	Iteration 8Q: 3 clusters Score -158090.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -158167.875000 Penalty: 2361.037354
	Iteration 9Q: 3 clusters Score -158167.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -158228.218750 Penalty: 2361.037354
	Iteration 10Q: 3 clusters Score -158228.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -158275.531250 Penalty: 2361.037354
	Iteration 11Q: 3 clusters Score -158275.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -158317.359375 Penalty: 2361.037354
	Iteration 12Q: 3 clusters Score -158317.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -158352.562500 Penalty: 2361.037354
	Iteration 13Q: 3 clusters Score -158352.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -158378.640625 Penalty: 2361.037354
	Iteration 14Q: 3 clusters Score -158378.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -158396.296875 Penalty: 2361.037354
	Iteration 15Q: 3 clusters Score -158396.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -158413.546875 Penalty: 2361.037354
	Iteration 16Q: 3 clusters Score -158413.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -158433.187500 Penalty: 2361.037354
	Iteration 17Q: 3 clusters Score -158433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -158450.593750 Penalty: 2361.037354
	Iteration 18Q: 3 clusters Score -158450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -158457.640625 Penalty: 2361.037354
	Iteration 19Q: 3 clusters Score -158457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -158499.656250 Penalty: 2361.037354
	Iteration 20F: 3 clusters Score -158499.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -158568.187500 Penalty: 2361.037354
	Iteration 21Q: 3 clusters Score -158568.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -158597.531250 Penalty: 2361.037354
	Iteration 22Q: 3 clusters Score -158597.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -158602.468750 Penalty: 2361.037354
	Iteration 23Q: 3 clusters Score -158602.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -158608.562500 Penalty: 2361.037354
	Iteration 24Q: 3 clusters Score -158608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -158610.656250 Penalty: 2361.037354
	Iteration 25Q: 3 clusters Score -158610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -158612.171875 Penalty: 2361.037354
	Iteration 26Q: 3 clusters Score -158612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -158614.906250 Penalty: 2361.037354
	Iteration 27F: 3 clusters Score -158614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -158622.750000 Penalty: 2361.037354
	Iteration 28Q: 3 clusters Score -158622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -158625.406250 Penalty: 2361.037354
	Iteration 29Q: 3 clusters Score -158625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -158626.281250 Penalty: 2361.037354
	Iteration 30Q: 3 clusters Score -158626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -158627.546875 Penalty: 2361.037354
	Iteration 31Q: 3 clusters Score -158627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -158631.046875 Penalty: 2361.037354
	Iteration 32Q: 3 clusters Score -158631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -158634.593750 Penalty: 2361.037354
	Iteration 33Q: 3 clusters Score -158634.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -158634.593750 Penalty: 2361.037354
	Iteration 34F: 3 clusters Score -158634.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Entering Unmasked Estep 
Score: -1492794.000000 Penalty: 1530.214478
	Iteration 0F: 2 clusters Score -1492794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1484180.000000 Penalty: 3060.428955
	Iteration 0F: 3 clusters Score -1484180 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1486984.875000 Penalty: 3060.428955
	Iteration 1F: 3 clusters Score -1486985 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1487291.500000 Penalty: 3060.428955
	Iteration 2F: 3 clusters Score -1487292 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1487599.750000 Penalty: 3060.428955
	Iteration 3F: 3 clusters Score -1487600 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1487945.125000 Penalty: 3060.428955
	Iteration 4F: 3 clusters Score -1487945 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1488350.500000 Penalty: 3060.428955
	Iteration 5F: 3 clusters Score -1488350 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1488835.625000 Penalty: 3060.428955
	Iteration 6F: 3 clusters Score -1488836 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1489401.375000 Penalty: 3060.428955
	Iteration 7F: 3 clusters Score -1489401 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1489922.625000 Penalty: 3060.428955
	Iteration 8F: 3 clusters Score -1489923 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1490335.375000 Penalty: 3060.428955
	Iteration 9Q: 3 clusters Score -1490335 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1490689.000000 Penalty: 3060.428955
	Iteration 10Q: 3 clusters Score -1490689 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1490962.500000 Penalty: 3060.428955
	Iteration 11Q: 3 clusters Score -1490962 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1491137.750000 Penalty: 3060.428955
	Iteration 12Q: 3 clusters Score -1491138 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1491256.500000 Penalty: 3060.428955
	Iteration 13Q: 3 clusters Score -1491256 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1491334.375000 Penalty: 3060.428955
	Iteration 14Q: 3 clusters Score -1491334 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1491395.250000 Penalty: 3060.428955
	Iteration 15Q: 3 clusters Score -1491395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1491426.125000 Penalty: 3060.428955
	Iteration 16Q: 3 clusters Score -1491426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1491443.250000 Penalty: 3060.428955
	Iteration 17Q: 3 clusters Score -1491443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1491473.000000 Penalty: 3060.428955
	Iteration 18Q: 3 clusters Score -1491473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1491507.750000 Penalty: 3060.428955
	Iteration 19Q: 3 clusters Score -1491508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1491536.625000 Penalty: 3060.428955
	Iteration 20F: 3 clusters Score -1491537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1491540.375000 Penalty: 3060.428955
	Iteration 21Q: 3 clusters Score -1491540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1491556.250000 Penalty: 3060.428955
	Iteration 22Q: 3 clusters Score -1491556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1491570.250000 Penalty: 3060.428955
	Iteration 23Q: 3 clusters Score -1491570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1491579.250000 Penalty: 3060.428955
	Iteration 24Q: 3 clusters Score -1491579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1491585.375000 Penalty: 3060.428955
	Iteration 25Q: 3 clusters Score -1491585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1491590.875000 Penalty: 3060.428955
	Iteration 26Q: 3 clusters Score -1491591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1491592.500000 Penalty: 3060.428955
	Iteration 27Q: 3 clusters Score -1491592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1491594.375000 Penalty: 3060.428955
	Iteration 28Q: 3 clusters Score -1491594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1491592.750000 Penalty: 3060.428955
	Iteration 29Q: 3 clusters Score -1491593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1491594.125000 Penalty: 3060.428955
	Iteration 30Q: 3 clusters Score -1491594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1491592.875000 Penalty: 3060.428955
	Iteration 31Q: 3 clusters Score -1491593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1491596.875000 Penalty: 3060.428955
	Iteration 32Q: 3 clusters Score -1491597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1491597.750000 Penalty: 3060.428955
	Iteration 33Q: 3 clusters Score -1491598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1491601.000000 Penalty: 3060.428955
	Iteration 34Q: 3 clusters Score -1491601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1491599.375000 Penalty: 3060.428955
	Iteration 35Q: 3 clusters Score -1491599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1491603.375000 Penalty: 3060.428955
	Iteration 36Q: 3 clusters Score -1491603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1491602.625000 Penalty: 3060.428955
	Iteration 37Q: 3 clusters Score -1491603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1491603.000000 Penalty: 3060.428955
	Iteration 38Q: 3 clusters Score -1491603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1491603.000000 Penalty: 3060.428955
	Iteration 39F: 3 clusters Score -1491603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -208405.750000 Penalty: 1219.642456
	Iteration 0F: 2 clusters Score -208405.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -206436.312500 Penalty: 2439.284912
	Iteration 0F: 3 clusters Score -206436.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -207109.937500 Penalty: 2439.284912
	Iteration 1F: 3 clusters Score -207109.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -207364.703125 Penalty: 2439.284912
	Iteration 2F: 3 clusters Score -207364.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -207503.265625 Penalty: 2439.284912
	Iteration 3F: 3 clusters Score -207503.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -207595.453125 Penalty: 2439.284912
	Iteration 4Q: 3 clusters Score -207595.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -207655.593750 Penalty: 2439.284912
	Iteration 5Q: 3 clusters Score -207655.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -207694.250000 Penalty: 2439.284912
	Iteration 6Q: 3 clusters Score -207694.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -207731.734375 Penalty: 2439.284912
	Iteration 7Q: 3 clusters Score -207731.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -207757.046875 Penalty: 2439.284912
	Iteration 8Q: 3 clusters Score -207757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -207781.812500 Penalty: 2439.284912
	Iteration 9Q: 3 clusters Score -207781.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -207796.546875 Penalty: 2439.284912
	Iteration 10Q: 3 clusters Score -207796.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -207806.125000 Penalty: 2439.284912
	Iteration 11Q: 3 clusters Score -207806.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -207814.265625 Penalty: 2439.284912
	Iteration 12Q: 3 clusters Score -207814.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -207817.140625 Penalty: 2439.284912
	Iteration 13Q: 3 clusters Score -207817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -207819.671875 Penalty: 2439.284912
	Iteration 14Q: 3 clusters Score -207819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -207820.671875 Penalty: 2439.284912
	Iteration 15Q: 3 clusters Score -207820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -207822.000000 Penalty: 2439.284912
	Iteration 16Q: 3 clusters Score -207822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -207823.546875 Penalty: 2439.284912
	Iteration 17Q: 3 clusters Score -207823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -207824.312500 Penalty: 2439.284912
	Iteration 18Q: 3 clusters Score -207824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -207825.859375 Penalty: 2439.284912
	Iteration 19Q: 3 clusters Score -207825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -207826.218750 Penalty: 2439.284912
	Iteration 20F: 3 clusters Score -207826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -207827.453125 Penalty: 2439.284912
	Iteration 21Q: 3 clusters Score -207827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -207828.015625 Penalty: 2439.284912
	Iteration 22Q: 3 clusters Score -207828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -207828.437500 Penalty: 2439.284912
	Iteration 23Q: 3 clusters Score -207828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -207829.156250 Penalty: 2439.284912
	Iteration 24Q: 3 clusters Score -207829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -207829.156250 Penalty: 2439.284912
	Iteration 25F: 3 clusters Score -207829.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Entering Unmasked Estep 
Score: -6563016.000000 Penalty: 1763.048828
	Iteration 0F: 2 clusters Score -6563016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -6529461.000000 Penalty: 3526.097656
	Iteration 0F: 3 clusters Score -6529461 nChanged 24143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -6543278.000000 Penalty: 3526.097656
	Iteration 1F: 3 clusters Score -6543278 nChanged 2062
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6546352 nChanged 2552
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6547948 nChanged 2764
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6549880 nChanged 2962
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Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6552034 nChanged 2924
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Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6556774 nChanged 1570
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Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6557278 nChanged 959
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Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6557500 nChanged 624
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Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6557602 nChanged 490
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Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6557698 nChanged 431
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Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6557795 nChanged 409
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Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6557888 nChanged 392
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Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6558024 nChanged 351
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Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 15069 members 
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	Iteration 19Q: 3 clusters Score -6558090 nChanged 320
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Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6558142 nChanged 297
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Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 14696 members 
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	Iteration 21Q: 3 clusters Score -6558220 nChanged 301
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Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 14509 members 
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	Iteration 22Q: 3 clusters Score -6558298 nChanged 325
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Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 14302 members 
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	Iteration 23Q: 3 clusters Score -6558346 nChanged 317
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Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 14101 members 
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	Iteration 24Q: 3 clusters Score -6558426 nChanged 330
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Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 13899 members 
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	Iteration 25Q: 3 clusters Score -6558488 nChanged 337
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Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 13664 members 
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	Iteration 26Q: 3 clusters Score -6558562 nChanged 345
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Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 13419 members 
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	Iteration 27Q: 3 clusters Score -6558612 nChanged 323
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Mstep: Class 1 contains 38332 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6558684 nChanged 278
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Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 12962 members 
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	Iteration 29Q: 3 clusters Score -6558734 nChanged 287
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Mstep: Class 1 contains 38775 members 
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	Iteration 30Q: 3 clusters Score -6558784 nChanged 240
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Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 12531 members 
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	Iteration 31Q: 3 clusters Score -6558826 nChanged 260
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Mstep: Class 1 contains 39173 members 
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	Iteration 32Q: 3 clusters Score -6558852 nChanged 240
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Mstep: Class 1 contains 39351 members 
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	Iteration 33Q: 3 clusters Score -6558899 nChanged 233
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Mstep: Class 1 contains 39520 members 
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	Iteration 34Q: 3 clusters Score -6558947 nChanged 252
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Mstep: Class 1 contains 39690 members 
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	Iteration 35Q: 3 clusters Score -6558992 nChanged 213
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Mstep: Class 1 contains 39835 members 
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	Iteration 36Q: 3 clusters Score -6559027 nChanged 236
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	Iteration 37Q: 3 clusters Score -6559074 nChanged 245
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Mstep: Class 1 contains 40162 members 
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	Iteration 38Q: 3 clusters Score -6559130 nChanged 267
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	Iteration 39Q: 3 clusters Score -6559178 nChanged 268
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Mstep: Class 1 contains 40529 members 
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	Iteration 40F: 3 clusters Score -6559226 nChanged 259
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Mstep: Class 1 contains 40720 members 
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	Iteration 41Q: 3 clusters Score -6559276 nChanged 258
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Mstep: Class 1 contains 40906 members 
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	Iteration 42Q: 3 clusters Score -6559308 nChanged 257
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Mstep: Class 1 contains 41081 members 
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	Iteration 43Q: 3 clusters Score -6559348 nChanged 228
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Mstep: Class 1 contains 41221 members 
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	Iteration 44Q: 3 clusters Score -6559404 nChanged 249
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Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 10126 members 
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	Iteration 45Q: 3 clusters Score -6559443 nChanged 231
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Mstep: Class 1 contains 41541 members 
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	Iteration 46Q: 3 clusters Score -6559496 nChanged 210
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Mstep: Class 1 contains 41683 members 
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	Iteration 47Q: 3 clusters Score -6559522 nChanged 215
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Mstep: Class 1 contains 41830 members 
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	Iteration 48Q: 3 clusters Score -6559550 nChanged 209
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	Iteration 49Q: 3 clusters Score -6559582 nChanged 191
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Mstep: Class 1 contains 42130 members 
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	Iteration 50Q: 3 clusters Score -6559612 nChanged 214
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Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6559646 nChanged 202
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Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 9112 members 
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	Iteration 52Q: 3 clusters Score -6559688 nChanged 200
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6559719 nChanged 187
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6559741 nChanged 190
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	Iteration 55Q: 3 clusters Score -6559778 nChanged 176
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	Iteration 56Q: 3 clusters Score -6559804 nChanged 172
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Mstep: Class 1 contains 42987 members 
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	Iteration 57Q: 3 clusters Score -6559835 nChanged 185
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	Iteration 58Q: 3 clusters Score -6559880 nChanged 175
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	Iteration 59Q: 3 clusters Score -6559912 nChanged 175
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Mstep: Class 1 contains 43410 members 
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	Iteration 60F: 3 clusters Score -6559949 nChanged 156
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Mstep: Class 1 contains 43542 members 
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	Iteration 61Q: 3 clusters Score -6559964 nChanged 163
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Mstep: Class 1 contains 43679 members 
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	Iteration 62Q: 3 clusters Score -6559996 nChanged 148
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6560029 nChanged 165
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Mstep: Class 1 contains 43930 members 
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	Iteration 64Q: 3 clusters Score -6560054 nChanged 163
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Mstep: Class 1 contains 44063 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6560108 nChanged 182
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	Iteration 66Q: 3 clusters Score -6560140 nChanged 177
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	Iteration 67Q: 3 clusters Score -6560182 nChanged 152
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	Iteration 69Q: 3 clusters Score -6560212 nChanged 121
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Mstep: Class 1 contains 44656 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6560216 nChanged 106
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	Iteration 71Q: 3 clusters Score -6560252 nChanged 89
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	Iteration 72Q: 3 clusters Score -6560276 nChanged 78
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Mstep: Class 1 contains 44869 members 
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	Iteration 73Q: 3 clusters Score -6560278 nChanged 72
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Mstep: Class 1 contains 44929 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6560286 nChanged 76
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Mstep: Class 1 contains 44995 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6560300 nChanged 67
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	Iteration 76Q: 3 clusters Score -6560314 nChanged 82
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	Iteration 77Q: 3 clusters Score -6560312 nChanged 84
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	Iteration 78Q: 3 clusters Score -6560344 nChanged 88
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	Iteration 79Q: 3 clusters Score -6560371 nChanged 102
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	Iteration 80F: 3 clusters Score -6560388 nChanged 95
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	Iteration 81Q: 3 clusters Score -6560390 nChanged 96
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	Iteration 82Q: 3 clusters Score -6560412 nChanged 80
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	Iteration 83Q: 3 clusters Score -6560438 nChanged 71
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	Iteration 84Q: 3 clusters Score -6560446 nChanged 55
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	Iteration 85Q: 3 clusters Score -6560468 nChanged 67
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	Iteration 90Q: 3 clusters Score -6560511 nChanged 45
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	Iteration 93Q: 3 clusters Score -6560514 nChanged 60
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	Iteration 94Q: 3 clusters Score -6560524 nChanged 68
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	Iteration 95Q: 3 clusters Score -6560545 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46525 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6560640 nChanged 73
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Mstep: Class 1 contains 46590 members 
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Mstep: Class 1 contains 46658 members 
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Mstep: Class 1 contains 46778 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46835 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6560715 nChanged 73
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Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47027 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47265 members 
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Mstep: Class 1 contains 47314 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6560832 nChanged 52
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Mstep: Class 1 contains 47476 members 
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Mstep: Class 1 contains 47521 members 
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	Iteration 118Q: 3 clusters Score -6560881 nChanged 46
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Mstep: Class 1 contains 47779 members 
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	Iteration 139Q: 3 clusters Score -6561036 nChanged 32
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	Iteration 140F: 3 clusters Score -6561044 nChanged 27
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	Iteration 145Q: 3 clusters Score -6561060 nChanged 27
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	Iteration 146Q: 3 clusters Score -6561057 nChanged 26
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	Iteration 147Q: 3 clusters Score -6561064 nChanged 39
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	Iteration 148Q: 3 clusters Score -6561064 nChanged 36
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	Iteration 159Q: 3 clusters Score -6561140 nChanged 36
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	Iteration 183Q: 3 clusters Score -6561292 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6561323.500000 Penalty: 3526.097656
	Iteration 190Q: 3 clusters Score -6561324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6561320.500000 Penalty: 3526.097656
	Iteration 191Q: 3 clusters Score -6561320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6561330.000000 Penalty: 3526.097656
	Iteration 192Q: 3 clusters Score -6561330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6561341.500000 Penalty: 3526.097656
	Iteration 193Q: 3 clusters Score -6561342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6561355.500000 Penalty: 3526.097656
	Iteration 194Q: 3 clusters Score -6561356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6561351.500000 Penalty: 3526.097656
	Iteration 195Q: 3 clusters Score -6561352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6561361.500000 Penalty: 3526.097656
	Iteration 196Q: 3 clusters Score -6561362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6561392.500000 Penalty: 3526.097656
	Iteration 197Q: 3 clusters Score -6561392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6561395.000000 Penalty: 3526.097656
	Iteration 198Q: 3 clusters Score -6561395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6561403.500000 Penalty: 3526.097656
	Iteration 199Q: 3 clusters Score -6561404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6561400.500000 Penalty: 3526.097656
	Iteration 200F: 3 clusters Score -6561400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6561413.000000 Penalty: 3526.097656
	Iteration 201Q: 3 clusters Score -6561413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6561416.000000 Penalty: 3526.097656
	Iteration 202Q: 3 clusters Score -6561416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6561405.500000 Penalty: 3526.097656
	Iteration 203Q: 3 clusters Score -6561406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6561418.500000 Penalty: 3526.097656
	Iteration 204Q: 3 clusters Score -6561418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6561413.500000 Penalty: 3526.097656
	Iteration 205Q: 3 clusters Score -6561414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6561426.000000 Penalty: 3526.097656
	Iteration 206Q: 3 clusters Score -6561426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6561440.000000 Penalty: 3526.097656
	Iteration 207Q: 3 clusters Score -6561440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6561442.000000 Penalty: 3526.097656
	Iteration 208Q: 3 clusters Score -6561442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6561446.500000 Penalty: 3526.097656
	Iteration 209Q: 3 clusters Score -6561446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6561461.000000 Penalty: 3526.097656
	Iteration 210Q: 3 clusters Score -6561461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6561471.500000 Penalty: 3526.097656
	Iteration 211Q: 3 clusters Score -6561472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6561475.000000 Penalty: 3526.097656
	Iteration 212Q: 3 clusters Score -6561475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6561484.000000 Penalty: 3526.097656
	Iteration 213Q: 3 clusters Score -6561484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6561487.500000 Penalty: 3526.097656
	Iteration 214Q: 3 clusters Score -6561488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6561491.500000 Penalty: 3526.097656
	Iteration 215Q: 3 clusters Score -6561492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6561499.500000 Penalty: 3526.097656
	Iteration 216Q: 3 clusters Score -6561500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6561504.500000 Penalty: 3526.097656
	Iteration 217Q: 3 clusters Score -6561504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6561504.000000 Penalty: 3526.097656
	Iteration 218Q: 3 clusters Score -6561504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6561503.000000 Penalty: 3526.097656
	Iteration 219Q: 3 clusters Score -6561503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6561512.500000 Penalty: 3526.097656
	Iteration 220F: 3 clusters Score -6561512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6561515.500000 Penalty: 3526.097656
	Iteration 221Q: 3 clusters Score -6561516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6561522.000000 Penalty: 3526.097656
	Iteration 222Q: 3 clusters Score -6561522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6561519.000000 Penalty: 3526.097656
	Iteration 223Q: 3 clusters Score -6561519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6561512.000000 Penalty: 3526.097656
	Iteration 224Q: 3 clusters Score -6561512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6561510.000000 Penalty: 3526.097656
	Iteration 225Q: 3 clusters Score -6561510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6561521.000000 Penalty: 3526.097656
	Iteration 226Q: 3 clusters Score -6561521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6561514.000000 Penalty: 3526.097656
	Iteration 227Q: 3 clusters Score -6561514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6561518.000000 Penalty: 3526.097656
	Iteration 228Q: 3 clusters Score -6561518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6561515.500000 Penalty: 3526.097656
	Iteration 229Q: 3 clusters Score -6561516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6561519.000000 Penalty: 3526.097656
	Iteration 230Q: 3 clusters Score -6561519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6561512.500000 Penalty: 3526.097656
	Iteration 231Q: 3 clusters Score -6561512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6561514.000000 Penalty: 3526.097656
	Iteration 232Q: 3 clusters Score -6561514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6561519.000000 Penalty: 3526.097656
	Iteration 233Q: 3 clusters Score -6561519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6561520.500000 Penalty: 3526.097656
	Iteration 234Q: 3 clusters Score -6561520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6561524.000000 Penalty: 3526.097656
	Iteration 235Q: 3 clusters Score -6561524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6561533.500000 Penalty: 3526.097656
	Iteration 236Q: 3 clusters Score -6561534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6561531.500000 Penalty: 3526.097656
	Iteration 237Q: 3 clusters Score -6561532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6561530.500000 Penalty: 3526.097656
	Iteration 238Q: 3 clusters Score -6561530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6561530.500000 Penalty: 3526.097656
	Iteration 239Q: 3 clusters Score -6561530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6561531.000000 Penalty: 3526.097656
	Iteration 240F: 3 clusters Score -6561531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6561531.000000 Penalty: 3526.097656
	Iteration 241Q: 3 clusters Score -6561531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6561526.000000 Penalty: 3526.097656
	Iteration 242Q: 3 clusters Score -6561526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6561526.000000 Penalty: 3526.097656
	Iteration 243F: 3 clusters Score -6561526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -392726.125000 Penalty: 1316.571899
	Iteration 0F: 2 clusters Score -392726.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -389799.562500 Penalty: 2633.143799
	Iteration 0F: 3 clusters Score -389799.6 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -390564.375000 Penalty: 2633.143799
	Iteration 1F: 3 clusters Score -390564.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -390724.312500 Penalty: 2633.143799
	Iteration 2F: 3 clusters Score -390724.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -390817.406250 Penalty: 2633.143799
	Iteration 3F: 3 clusters Score -390817.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -390903.906250 Penalty: 2633.143799
	Iteration 4Q: 3 clusters Score -390903.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -390986.562500 Penalty: 2633.143799
	Iteration 5Q: 3 clusters Score -390986.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -391067.343750 Penalty: 2633.143799
	Iteration 6Q: 3 clusters Score -391067.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -391147.656250 Penalty: 2633.143799
	Iteration 7Q: 3 clusters Score -391147.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -391214.343750 Penalty: 2633.143799
	Iteration 8Q: 3 clusters Score -391214.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -391294.875000 Penalty: 2633.143799
	Iteration 9Q: 3 clusters Score -391294.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -391406.656250 Penalty: 2633.143799
	Iteration 10Q: 3 clusters Score -391406.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -391491.375000 Penalty: 2633.143799
	Iteration 11Q: 3 clusters Score -391491.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -391553.468750 Penalty: 2633.143799
	Iteration 12Q: 3 clusters Score -391553.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -391594.656250 Penalty: 2633.143799
	Iteration 13Q: 3 clusters Score -391594.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -391626.000000 Penalty: 2633.143799
	Iteration 14Q: 3 clusters Score -391626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -391651.968750 Penalty: 2633.143799
	Iteration 15Q: 3 clusters Score -391652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -391680.625000 Penalty: 2633.143799
	Iteration 16Q: 3 clusters Score -391680.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -391703.656250 Penalty: 2633.143799
	Iteration 17Q: 3 clusters Score -391703.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -391724.625000 Penalty: 2633.143799
	Iteration 18Q: 3 clusters Score -391724.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -391736.062500 Penalty: 2633.143799
	Iteration 19Q: 3 clusters Score -391736.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -391747.406250 Penalty: 2633.143799
	Iteration 20F: 3 clusters Score -391747.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -391760.625000 Penalty: 2633.143799
	Iteration 21Q: 3 clusters Score -391760.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -391772.968750 Penalty: 2633.143799
	Iteration 22Q: 3 clusters Score -391773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -391779.375000 Penalty: 2633.143799
	Iteration 23Q: 3 clusters Score -391779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -391783.437500 Penalty: 2633.143799
	Iteration 24Q: 3 clusters Score -391783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -391788.250000 Penalty: 2633.143799
	Iteration 25Q: 3 clusters Score -391788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -391791.375000 Penalty: 2633.143799
	Iteration 26Q: 3 clusters Score -391791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -391793.250000 Penalty: 2633.143799
	Iteration 27Q: 3 clusters Score -391793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -391793.281250 Penalty: 2633.143799
	Iteration 28Q: 3 clusters Score -391793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -391794.250000 Penalty: 2633.143799
	Iteration 29Q: 3 clusters Score -391794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -391797.218750 Penalty: 2633.143799
	Iteration 30Q: 3 clusters Score -391797.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -391798.750000 Penalty: 2633.143799
	Iteration 31Q: 3 clusters Score -391798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -391800.687500 Penalty: 2633.143799
	Iteration 32Q: 3 clusters Score -391800.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -391802.093750 Penalty: 2633.143799
	Iteration 33Q: 3 clusters Score -391802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -391804.250000 Penalty: 2633.143799
	Iteration 34Q: 3 clusters Score -391804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -391804.625000 Penalty: 2633.143799
	Iteration 35Q: 3 clusters Score -391804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -391804.625000 Penalty: 2633.143799
	Iteration 36F: 3 clusters Score -391804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Entering Unmasked Estep 
Score: -651631.937500 Penalty: 1395.220581
	Iteration 0F: 2 clusters Score -651631.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -647421.062500 Penalty: 2790.441162
	Iteration 0F: 3 clusters Score -647421.1 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -648569.000000 Penalty: 2790.441162
	Iteration 1F: 3 clusters Score -648569 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -648741.625000 Penalty: 2790.441162
	Iteration 2F: 3 clusters Score -648741.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -648861.750000 Penalty: 2790.441162
	Iteration 3F: 3 clusters Score -648861.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -648953.750000 Penalty: 2790.441162
	Iteration 4Q: 3 clusters Score -648953.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -649035.812500 Penalty: 2790.441162
	Iteration 5Q: 3 clusters Score -649035.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -649113.437500 Penalty: 2790.441162
	Iteration 6Q: 3 clusters Score -649113.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -649187.000000 Penalty: 2790.441162
	Iteration 7Q: 3 clusters Score -649187 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -649253.687500 Penalty: 2790.441162
	Iteration 8Q: 3 clusters Score -649253.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -649313.187500 Penalty: 2790.441162
	Iteration 9Q: 3 clusters Score -649313.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -649374.875000 Penalty: 2790.441162
	Iteration 10Q: 3 clusters Score -649374.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -649440.375000 Penalty: 2790.441162
	Iteration 11Q: 3 clusters Score -649440.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -649518.125000 Penalty: 2790.441162
	Iteration 12Q: 3 clusters Score -649518.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -649614.750000 Penalty: 2790.441162
	Iteration 13Q: 3 clusters Score -649614.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -649711.125000 Penalty: 2790.441162
	Iteration 14Q: 3 clusters Score -649711.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -649803.875000 Penalty: 2790.441162
	Iteration 15Q: 3 clusters Score -649803.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -649928.937500 Penalty: 2790.441162
	Iteration 16Q: 3 clusters Score -649928.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -650059.812500 Penalty: 2790.441162
	Iteration 17Q: 3 clusters Score -650059.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -650174.250000 Penalty: 2790.441162
	Iteration 18Q: 3 clusters Score -650174.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -650288.750000 Penalty: 2790.441162
	Iteration 19Q: 3 clusters Score -650288.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -650414.062500 Penalty: 2790.441162
	Iteration 20F: 3 clusters Score -650414.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -650529.562500 Penalty: 2790.441162
	Iteration 21Q: 3 clusters Score -650529.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -650604.812500 Penalty: 2790.441162
	Iteration 22Q: 3 clusters Score -650604.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -650645.250000 Penalty: 2790.441162
	Iteration 23Q: 3 clusters Score -650645.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -650665.375000 Penalty: 2790.441162
	Iteration 24Q: 3 clusters Score -650665.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -650684.312500 Penalty: 2790.441162
	Iteration 25Q: 3 clusters Score -650684.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -650692.500000 Penalty: 2790.441162
	Iteration 26Q: 3 clusters Score -650692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -650696.500000 Penalty: 2790.441162
	Iteration 27Q: 3 clusters Score -650696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -650700.875000 Penalty: 2790.441162
	Iteration 28Q: 3 clusters Score -650700.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -650706.250000 Penalty: 2790.441162
	Iteration 29Q: 3 clusters Score -650706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -650708.875000 Penalty: 2790.441162
	Iteration 30Q: 3 clusters Score -650708.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -650715.687500 Penalty: 2790.441162
	Iteration 31Q: 3 clusters Score -650715.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -650720.000000 Penalty: 2790.441162
	Iteration 32Q: 3 clusters Score -650720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -650719.375000 Penalty: 2790.441162
	Iteration 33Q: 3 clusters Score -650719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -650720.375000 Penalty: 2790.441162
	Iteration 34Q: 3 clusters Score -650720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -650720.375000 Penalty: 2790.441162
	Iteration 35F: 3 clusters Score -650720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (89518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Entering Unmasked Estep 
Score: -11210500.000000 Penalty: 1852.856689
	Iteration 0F: 2 clusters Score -1.12105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -11154404.000000 Penalty: 3705.713379
	Iteration 0F: 3 clusters Score -1.11544e+07 nChanged 42657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -11179039.000000 Penalty: 3705.713379
	Iteration 1F: 3 clusters Score -1.117904e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -11179857.000000 Penalty: 3705.713379
	Iteration 2Q: 3 clusters Score -1.117986e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -11180779.000000 Penalty: 3705.713379
	Iteration 3Q: 3 clusters Score -1.118078e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -11182157.000000 Penalty: 3705.713379
	Iteration 4Q: 3 clusters Score -1.118216e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -11184293.000000 Penalty: 3705.713379
	Iteration 5Q: 3 clusters Score -1.118429e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -11187684.000000 Penalty: 3705.713379
	Iteration 6F: 3 clusters Score -1.118768e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -11192608.000000 Penalty: 3705.713379
	Iteration 7F: 3 clusters Score -1.119261e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -11197852.000000 Penalty: 3705.713379
	Iteration 8F: 3 clusters Score -1.119785e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -11201279.000000 Penalty: 3705.713379
	Iteration 9F: 3 clusters Score -1.120128e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -11202801.000000 Penalty: 3705.713379
	Iteration 10Q: 3 clusters Score -1.12028e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -11203720.000000 Penalty: 3705.713379
	Iteration 11Q: 3 clusters Score -1.120372e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -11204495.000000 Penalty: 3705.713379
	Iteration 12Q: 3 clusters Score -1.12045e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -11205143.000000 Penalty: 3705.713379
	Iteration 13Q: 3 clusters Score -1.120514e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -11205702.000000 Penalty: 3705.713379
	Iteration 14Q: 3 clusters Score -1.12057e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -11206112.000000 Penalty: 3705.713379
	Iteration 15Q: 3 clusters Score -1.120611e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -11206482.000000 Penalty: 3705.713379
	Iteration 16Q: 3 clusters Score -1.120648e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -11206846.000000 Penalty: 3705.713379
	Iteration 17Q: 3 clusters Score -1.120685e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -11207080.000000 Penalty: 3705.713379
	Iteration 18Q: 3 clusters Score -1.120708e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58966 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -11207387.000000 Penalty: 3705.713379
	Iteration 19Q: 3 clusters Score -1.120739e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -11207553.000000 Penalty: 3705.713379
	Iteration 20F: 3 clusters Score -1.120755e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -11207734.000000 Penalty: 3705.713379
	Iteration 21Q: 3 clusters Score -1.120773e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -11207841.000000 Penalty: 3705.713379
	Iteration 22Q: 3 clusters Score -1.120784e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -11207959.000000 Penalty: 3705.713379
	Iteration 23Q: 3 clusters Score -1.120796e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -11208068.000000 Penalty: 3705.713379
	Iteration 24Q: 3 clusters Score -1.120807e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -11208151.000000 Penalty: 3705.713379
	Iteration 25Q: 3 clusters Score -1.120815e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -11208231.000000 Penalty: 3705.713379
	Iteration 26Q: 3 clusters Score -1.120823e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -11208368.000000 Penalty: 3705.713379
	Iteration 27Q: 3 clusters Score -1.120837e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -11208445.000000 Penalty: 3705.713379
	Iteration 28Q: 3 clusters Score -1.120844e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -11208529.000000 Penalty: 3705.713379
	Iteration 29Q: 3 clusters Score -1.120853e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -11208584.000000 Penalty: 3705.713379
	Iteration 30Q: 3 clusters Score -1.120858e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -11208630.000000 Penalty: 3705.713379
	Iteration 31Q: 3 clusters Score -1.120863e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -11208666.000000 Penalty: 3705.713379
	Iteration 32Q: 3 clusters Score -1.120867e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -11208707.000000 Penalty: 3705.713379
	Iteration 33Q: 3 clusters Score -1.120871e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -11208755.000000 Penalty: 3705.713379
	Iteration 34Q: 3 clusters Score -1.120876e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -11208839.000000 Penalty: 3705.713379
	Iteration 35Q: 3 clusters Score -1.120884e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -11208861.000000 Penalty: 3705.713379
	Iteration 36Q: 3 clusters Score -1.120886e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -11208944.000000 Penalty: 3705.713379
	Iteration 37Q: 3 clusters Score -1.120894e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -11209046.000000 Penalty: 3705.713379
	Iteration 38Q: 3 clusters Score -1.120905e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -11209086.000000 Penalty: 3705.713379
	Iteration 39Q: 3 clusters Score -1.120909e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -11209153.000000 Penalty: 3705.713379
	Iteration 40F: 3 clusters Score -1.120915e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -11209221.000000 Penalty: 3705.713379
	Iteration 41Q: 3 clusters Score -1.120922e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -11209265.000000 Penalty: 3705.713379
	Iteration 42Q: 3 clusters Score -1.120926e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -11209326.000000 Penalty: 3705.713379
	Iteration 43Q: 3 clusters Score -1.120933e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -11209385.000000 Penalty: 3705.713379
	Iteration 44Q: 3 clusters Score -1.120938e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -11209425.000000 Penalty: 3705.713379
	Iteration 45Q: 3 clusters Score -1.120942e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -11209517.000000 Penalty: 3705.713379
	Iteration 46Q: 3 clusters Score -1.120952e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74590 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -11209587.000000 Penalty: 3705.713379
	Iteration 47Q: 3 clusters Score -1.120959e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -11209612.000000 Penalty: 3705.713379
	Iteration 48Q: 3 clusters Score -1.120961e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -11209740.000000 Penalty: 3705.713379
	Iteration 49Q: 3 clusters Score -1.120974e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -11209806.000000 Penalty: 3705.713379
	Iteration 50Q: 3 clusters Score -1.120981e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -11209876.000000 Penalty: 3705.713379
	Iteration 51Q: 3 clusters Score -1.120988e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77339 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -11209906.000000 Penalty: 3705.713379
	Iteration 52Q: 3 clusters Score -1.120991e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -11209966.000000 Penalty: 3705.713379
	Iteration 53Q: 3 clusters Score -1.120997e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -11210095.000000 Penalty: 3705.713379
	Iteration 54Q: 3 clusters Score -1.12101e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -11210183.000000 Penalty: 3705.713379
	Iteration 55Q: 3 clusters Score -1.121018e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -11210363.000000 Penalty: 3705.713379
	Iteration 56Q: 3 clusters Score -1.121036e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -11210404.000000 Penalty: 3705.713379
	Iteration 57Q: 3 clusters Score -1.12104e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -11210495.000000 Penalty: 3705.713379
	Iteration 58Q: 3 clusters Score -1.12105e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -11210433.000000 Penalty: 3705.713379
	Iteration 59Q: 3 clusters Score -1.121043e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -11210413.000000 Penalty: 3705.713379
	Iteration 60F: 3 clusters Score -1.121041e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -11210271.000000 Penalty: 3705.713379
	Iteration 61Q: 3 clusters Score -1.121027e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -11210130.000000 Penalty: 3705.713379
	Iteration 62Q: 3 clusters Score -1.121013e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -11210046.000000 Penalty: 3705.713379
	Iteration 63Q: 3 clusters Score -1.121005e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -11209953.000000 Penalty: 3705.713379
	Iteration 64Q: 3 clusters Score -1.120995e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -11209879.000000 Penalty: 3705.713379
	Iteration 65Q: 3 clusters Score -1.120988e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -11209768.000000 Penalty: 3705.713379
	Iteration 66Q: 3 clusters Score -1.120977e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -11209717.000000 Penalty: 3705.713379
	Iteration 67Q: 3 clusters Score -1.120972e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11209614.000000 Penalty: 3705.713379
	Iteration 68Q: 3 clusters Score -1.120961e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -11209575.000000 Penalty: 3705.713379
	Iteration 69Q: 3 clusters Score -1.120958e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11209453.000000 Penalty: 3705.713379
	Iteration 70Q: 3 clusters Score -1.120945e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11209411.000000 Penalty: 3705.713379
	Iteration 71Q: 3 clusters Score -1.120941e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11209364.000000 Penalty: 3705.713379
	Iteration 72Q: 3 clusters Score -1.120936e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11209332.000000 Penalty: 3705.713379
	Iteration 73Q: 3 clusters Score -1.120933e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11209301.000000 Penalty: 3705.713379
	Iteration 74Q: 3 clusters Score -1.12093e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11209297.000000 Penalty: 3705.713379
	Iteration 75Q: 3 clusters Score -1.12093e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11209305.000000 Penalty: 3705.713379
	Iteration 76Q: 3 clusters Score -1.12093e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11209279.000000 Penalty: 3705.713379
	Iteration 77Q: 3 clusters Score -1.120928e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11209265.000000 Penalty: 3705.713379
	Iteration 78Q: 3 clusters Score -1.120926e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11209251.000000 Penalty: 3705.713379
	Iteration 79Q: 3 clusters Score -1.120925e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11209240.000000 Penalty: 3705.713379
	Iteration 80F: 3 clusters Score -1.120924e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88821 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11209220.000000 Penalty: 3705.713379
	Iteration 81Q: 3 clusters Score -1.120922e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11209241.000000 Penalty: 3705.713379
	Iteration 82Q: 3 clusters Score -1.120924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88878 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11209213.000000 Penalty: 3705.713379
	Iteration 83Q: 3 clusters Score -1.120921e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11209244.000000 Penalty: 3705.713379
	Iteration 84Q: 3 clusters Score -1.120924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11209239.000000 Penalty: 3705.713379
	Iteration 85Q: 3 clusters Score -1.120924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -11209246.000000 Penalty: 3705.713379
	Iteration 86Q: 3 clusters Score -1.120925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11209237.000000 Penalty: 3705.713379
	Iteration 87Q: 3 clusters Score -1.120924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11209234.000000 Penalty: 3705.713379
	Iteration 88Q: 3 clusters Score -1.120923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11209236.000000 Penalty: 3705.713379
	Iteration 89Q: 3 clusters Score -1.120924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11209249.000000 Penalty: 3705.713379
	Iteration 90Q: 3 clusters Score -1.120925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11209251.000000 Penalty: 3705.713379
	Iteration 91Q: 3 clusters Score -1.120925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11209251.000000 Penalty: 3705.713379
	Iteration 92Q: 3 clusters Score -1.120925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88983 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11209248.000000 Penalty: 3705.713379
	Iteration 93Q: 3 clusters Score -1.120925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11209258.000000 Penalty: 3705.713379
	Iteration 94Q: 3 clusters Score -1.120926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11209253.000000 Penalty: 3705.713379
	Iteration 95Q: 3 clusters Score -1.120925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11209271.000000 Penalty: 3705.713379
	Iteration 96Q: 3 clusters Score -1.120927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11209255.000000 Penalty: 3705.713379
	Iteration 97Q: 3 clusters Score -1.120926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11209249.000000 Penalty: 3705.713379
	Iteration 98Q: 3 clusters Score -1.120925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11209251.000000 Penalty: 3705.713379
	Iteration 99Q: 3 clusters Score -1.120925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11209251.000000 Penalty: 3705.713379
	Iteration 100F: 3 clusters Score -1.120925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (80292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Entering Unmasked Estep 
Score: -10098510.000000 Penalty: 1835.181641
	Iteration 0F: 2 clusters Score -1.009851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -10045556.000000 Penalty: 3670.363281
	Iteration 0F: 3 clusters Score -1.004556e+07 nChanged 38246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -10067371.000000 Penalty: 3670.363281
	Iteration 1F: 3 clusters Score -1.006737e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -10068133.000000 Penalty: 3670.363281
	Iteration 2Q: 3 clusters Score -1.006813e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -10069387.000000 Penalty: 3670.363281
	Iteration 3Q: 3 clusters Score -1.006939e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -10071490.000000 Penalty: 3670.363281
	Iteration 4F: 3 clusters Score -1.007149e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -10075340.000000 Penalty: 3670.363281
	Iteration 5F: 3 clusters Score -1.007534e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -10081130.000000 Penalty: 3670.363281
	Iteration 6F: 3 clusters Score -1.008113e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -10087829.000000 Penalty: 3670.363281
	Iteration 7F: 3 clusters Score -1.008783e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -10093142.000000 Penalty: 3670.363281
	Iteration 8F: 3 clusters Score -1.009314e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -10095539.000000 Penalty: 3670.363281
	Iteration 9Q: 3 clusters Score -1.009554e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -10096392.000000 Penalty: 3670.363281
	Iteration 10Q: 3 clusters Score -1.009639e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -10096682.000000 Penalty: 3670.363281
	Iteration 11Q: 3 clusters Score -1.009668e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -10096808.000000 Penalty: 3670.363281
	Iteration 12Q: 3 clusters Score -1.009681e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -10096876.000000 Penalty: 3670.363281
	Iteration 13Q: 3 clusters Score -1.009688e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -10096921.000000 Penalty: 3670.363281
	Iteration 14Q: 3 clusters Score -1.009692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -10096948.000000 Penalty: 3670.363281
	Iteration 15Q: 3 clusters Score -1.009695e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -10096958.000000 Penalty: 3670.363281
	Iteration 16Q: 3 clusters Score -1.009696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 80003 members 
Entering Unmasked Estep 
Score: -10096976.000000 Penalty: 3670.363281
	Iteration 17Q: 3 clusters Score -1.009698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -10096980.000000 Penalty: 3670.363281
	Iteration 18Q: 3 clusters Score -1.009698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -10097003.000000 Penalty: 3670.363281
	Iteration 19Q: 3 clusters Score -1.0097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -10096997.000000 Penalty: 3670.363281
	Iteration 20F: 3 clusters Score -1.0097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -10097000.000000 Penalty: 3670.363281
	Iteration 21Q: 3 clusters Score -1.0097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -10097009.000000 Penalty: 3670.363281
	Iteration 22Q: 3 clusters Score -1.009701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -10097027.000000 Penalty: 3670.363281
	Iteration 23Q: 3 clusters Score -1.009703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -10097026.000000 Penalty: 3670.363281
	Iteration 24Q: 3 clusters Score -1.009703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
Score: -10097024.000000 Penalty: 3670.363281
	Iteration 25Q: 3 clusters Score -1.009702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
Score: -10097034.000000 Penalty: 3670.363281
	Iteration 26Q: 3 clusters Score -1.009703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -10097026.000000 Penalty: 3670.363281
	Iteration 27Q: 3 clusters Score -1.009703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -10097030.000000 Penalty: 3670.363281
	Iteration 28Q: 3 clusters Score -1.009703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -10097047.000000 Penalty: 3670.363281
	Iteration 29Q: 3 clusters Score -1.009705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -10097045.000000 Penalty: 3670.363281
	Iteration 30Q: 3 clusters Score -1.009704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -10097054.000000 Penalty: 3670.363281
	Iteration 31Q: 3 clusters Score -1.009705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -10097054.000000 Penalty: 3670.363281
	Iteration 32F: 3 clusters Score -1.009705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -240626.984375 Penalty: 1244.921631
	Iteration 0F: 2 clusters Score -240627 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 1023 members 
Entering Unmasked Estep 
Score: -238415.750000 Penalty: 2489.843262
	Iteration 0F: 3 clusters Score -238415.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -238981.781250 Penalty: 2489.843262
	Iteration 1F: 3 clusters Score -238981.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -239156.578125 Penalty: 2489.843262
	Iteration 2F: 3 clusters Score -239156.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -239366.593750 Penalty: 2489.843262
	Iteration 3F: 3 clusters Score -239366.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -239582.343750 Penalty: 2489.843262
	Iteration 4F: 3 clusters Score -239582.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -239817.937500 Penalty: 2489.843262
	Iteration 5F: 3 clusters Score -239817.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -240034.734375 Penalty: 2489.843262
	Iteration 6F: 3 clusters Score -240034.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -240235.640625 Penalty: 2489.843262
	Iteration 7F: 3 clusters Score -240235.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -240410.218750 Penalty: 2489.843262
	Iteration 8F: 3 clusters Score -240410.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -240501.968750 Penalty: 2489.843262
	Iteration 9Q: 3 clusters Score -240502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -240544.421875 Penalty: 2489.843262
	Iteration 10Q: 3 clusters Score -240544.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -240576.750000 Penalty: 2489.843262
	Iteration 11Q: 3 clusters Score -240576.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -240594.046875 Penalty: 2489.843262
	Iteration 12Q: 3 clusters Score -240594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -240603.421875 Penalty: 2489.843262
	Iteration 13Q: 3 clusters Score -240603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -240605.140625 Penalty: 2489.843262
	Iteration 14Q: 3 clusters Score -240605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -240605.140625 Penalty: 2489.843262
	Iteration 15F: 3 clusters Score -240605.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -369975.562500 Penalty: 1310.503418
	Iteration 0F: 2 clusters Score -369975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -367159.062500 Penalty: 2621.006836
	Iteration 0F: 3 clusters Score -367159.1 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -367893.718750 Penalty: 2621.006836
	Iteration 1F: 3 clusters Score -367893.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -368100.718750 Penalty: 2621.006836
	Iteration 2F: 3 clusters Score -368100.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -368271.250000 Penalty: 2621.006836
	Iteration 3F: 3 clusters Score -368271.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -368497.593750 Penalty: 2621.006836
	Iteration 4F: 3 clusters Score -368497.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -368688.750000 Penalty: 2621.006836
	Iteration 5F: 3 clusters Score -368688.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -368848.125000 Penalty: 2621.006836
	Iteration 6F: 3 clusters Score -368848.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -368983.125000 Penalty: 2621.006836
	Iteration 7Q: 3 clusters Score -368983.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -369109.406250 Penalty: 2621.006836
	Iteration 8Q: 3 clusters Score -369109.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -369229.156250 Penalty: 2621.006836
	Iteration 9Q: 3 clusters Score -369229.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -369376.937500 Penalty: 2621.006836
	Iteration 10Q: 3 clusters Score -369376.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -369504.031250 Penalty: 2621.006836
	Iteration 11Q: 3 clusters Score -369504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -369584.781250 Penalty: 2621.006836
	Iteration 12Q: 3 clusters Score -369584.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -369630.906250 Penalty: 2621.006836
	Iteration 13Q: 3 clusters Score -369630.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -369668.312500 Penalty: 2621.006836
	Iteration 14Q: 3 clusters Score -369668.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -369698.781250 Penalty: 2621.006836
	Iteration 15Q: 3 clusters Score -369698.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -369726.531250 Penalty: 2621.006836
	Iteration 16Q: 3 clusters Score -369726.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -369754.187500 Penalty: 2621.006836
	Iteration 17Q: 3 clusters Score -369754.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -369780.343750 Penalty: 2621.006836
	Iteration 18Q: 3 clusters Score -369780.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -369796.875000 Penalty: 2621.006836
	Iteration 19Q: 3 clusters Score -369796.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -369815.156250 Penalty: 2621.006836
	Iteration 20F: 3 clusters Score -369815.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -369829.281250 Penalty: 2621.006836
	Iteration 21Q: 3 clusters Score -369829.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -369837.906250 Penalty: 2621.006836
	Iteration 22Q: 3 clusters Score -369837.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -369847.093750 Penalty: 2621.006836
	Iteration 23Q: 3 clusters Score -369847.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -369851.218750 Penalty: 2621.006836
	Iteration 24Q: 3 clusters Score -369851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -369853.250000 Penalty: 2621.006836
	Iteration 25Q: 3 clusters Score -369853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -369853.562500 Penalty: 2621.006836
	Iteration 26Q: 3 clusters Score -369853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -369853.562500 Penalty: 2621.006836
	Iteration 27F: 3 clusters Score -369853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Entering Unmasked Estep 
Score: -665705.000000 Penalty: 1401.674438
	Iteration 0F: 2 clusters Score -665705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -661378.875000 Penalty: 2803.348877
	Iteration 0F: 3 clusters Score -661378.9 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -662624.062500 Penalty: 2803.348877
	Iteration 1F: 3 clusters Score -662624.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -662817.750000 Penalty: 2803.348877
	Iteration 2F: 3 clusters Score -662817.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -662958.437500 Penalty: 2803.348877
	Iteration 3F: 3 clusters Score -662958.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -663100.625000 Penalty: 2803.348877
	Iteration 4Q: 3 clusters Score -663100.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -663265.687500 Penalty: 2803.348877
	Iteration 5Q: 3 clusters Score -663265.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -663499.937500 Penalty: 2803.348877
	Iteration 6F: 3 clusters Score -663499.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -663797.812500 Penalty: 2803.348877
	Iteration 7F: 3 clusters Score -663797.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -664132.812500 Penalty: 2803.348877
	Iteration 8F: 3 clusters Score -664132.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -664408.687500 Penalty: 2803.348877
	Iteration 9F: 3 clusters Score -664408.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -664584.375000 Penalty: 2803.348877
	Iteration 10Q: 3 clusters Score -664584.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -664686.625000 Penalty: 2803.348877
	Iteration 11Q: 3 clusters Score -664686.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -664751.125000 Penalty: 2803.348877
	Iteration 12Q: 3 clusters Score -664751.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -664787.875000 Penalty: 2803.348877
	Iteration 13Q: 3 clusters Score -664787.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -664828.062500 Penalty: 2803.348877
	Iteration 14Q: 3 clusters Score -664828.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -664867.562500 Penalty: 2803.348877
	Iteration 15Q: 3 clusters Score -664867.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -664897.312500 Penalty: 2803.348877
	Iteration 16Q: 3 clusters Score -664897.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -664915.375000 Penalty: 2803.348877
	Iteration 17Q: 3 clusters Score -664915.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -664931.562500 Penalty: 2803.348877
	Iteration 18Q: 3 clusters Score -664931.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -664949.312500 Penalty: 2803.348877
	Iteration 19Q: 3 clusters Score -664949.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -664959.750000 Penalty: 2803.348877
	Iteration 20F: 3 clusters Score -664959.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -664969.750000 Penalty: 2803.348877
	Iteration 21Q: 3 clusters Score -664969.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -664978.625000 Penalty: 2803.348877
	Iteration 22Q: 3 clusters Score -664978.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -664995.312500 Penalty: 2803.348877
	Iteration 23Q: 3 clusters Score -664995.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -665004.187500 Penalty: 2803.348877
	Iteration 24Q: 3 clusters Score -665004.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -665012.125000 Penalty: 2803.348877
	Iteration 25Q: 3 clusters Score -665012.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -665021.000000 Penalty: 2803.348877
	Iteration 26Q: 3 clusters Score -665021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -665027.562500 Penalty: 2803.348877
	Iteration 27Q: 3 clusters Score -665027.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -665032.375000 Penalty: 2803.348877
	Iteration 28Q: 3 clusters Score -665032.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -665039.000000 Penalty: 2803.348877
	Iteration 29Q: 3 clusters Score -665039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -665043.312500 Penalty: 2803.348877
	Iteration 30Q: 3 clusters Score -665043.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -665052.562500 Penalty: 2803.348877
	Iteration 31Q: 3 clusters Score -665052.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -665058.000000 Penalty: 2803.348877
	Iteration 32Q: 3 clusters Score -665058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -665065.312500 Penalty: 2803.348877
	Iteration 33Q: 3 clusters Score -665065.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -665068.500000 Penalty: 2803.348877
	Iteration 34Q: 3 clusters Score -665068.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -665073.500000 Penalty: 2803.348877
	Iteration 35Q: 3 clusters Score -665073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -665077.000000 Penalty: 2803.348877
	Iteration 36Q: 3 clusters Score -665077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -665080.375000 Penalty: 2803.348877
	Iteration 37Q: 3 clusters Score -665080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -665082.250000 Penalty: 2803.348877
	Iteration 38Q: 3 clusters Score -665082.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -665084.375000 Penalty: 2803.348877
	Iteration 39Q: 3 clusters Score -665084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -665084.125000 Penalty: 2803.348877
	Iteration 40F: 3 clusters Score -665084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -665084.875000 Penalty: 2803.348877
	Iteration 41Q: 3 clusters Score -665084.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -665084.875000 Penalty: 2803.348877
	Iteration 42F: 3 clusters Score -665084.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Entering Unmasked Estep 
Score: -4482952.500000 Penalty: 1702.522583
	Iteration 0F: 2 clusters Score -4482952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -4459155.000000 Penalty: 3405.045166
	Iteration 0F: 3 clusters Score -4459155 nChanged 16458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4468376.000000 Penalty: 3405.045166
	Iteration 1F: 3 clusters Score -4468376 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -4468851.500000 Penalty: 3405.045166
	Iteration 2Q: 3 clusters Score -4468852 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4469430.500000 Penalty: 3405.045166
	Iteration 3Q: 3 clusters Score -4469430 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -4470279.000000 Penalty: 3405.045166
	Iteration 4F: 3 clusters Score -4470279 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -4471619.000000 Penalty: 3405.045166
	Iteration 5F: 3 clusters Score -4471619 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -4473557.500000 Penalty: 3405.045166
	Iteration 6F: 3 clusters Score -4473558 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4475946.000000 Penalty: 3405.045166
	Iteration 7F: 3 clusters Score -4475946 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4478218.000000 Penalty: 3405.045166
	Iteration 8F: 3 clusters Score -4478218 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4479854.000000 Penalty: 3405.045166
	Iteration 9Q: 3 clusters Score -4479854 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4480739.500000 Penalty: 3405.045166
	Iteration 10Q: 3 clusters Score -4480740 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4481135.500000 Penalty: 3405.045166
	Iteration 11Q: 3 clusters Score -4481136 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4481283.500000 Penalty: 3405.045166
	Iteration 12Q: 3 clusters Score -4481284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4481350.000000 Penalty: 3405.045166
	Iteration 13Q: 3 clusters Score -4481350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -4481383.500000 Penalty: 3405.045166
	Iteration 14Q: 3 clusters Score -4481384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4481411.500000 Penalty: 3405.045166
	Iteration 15Q: 3 clusters Score -4481412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -4481433.500000 Penalty: 3405.045166
	Iteration 16Q: 3 clusters Score -4481434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4481455.000000 Penalty: 3405.045166
	Iteration 17Q: 3 clusters Score -4481455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4481466.500000 Penalty: 3405.045166
	Iteration 18Q: 3 clusters Score -4481466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4481471.500000 Penalty: 3405.045166
	Iteration 19Q: 3 clusters Score -4481472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4481474.500000 Penalty: 3405.045166
	Iteration 20F: 3 clusters Score -4481474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -139428.984375 Penalty: 1155.222656
	Iteration 0F: 2 clusters Score -139429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -137846.468750 Penalty: 2310.445312
	Iteration 0F: 3 clusters Score -137846.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138172.531250 Penalty: 2310.445312
	Iteration 1F: 3 clusters Score -138172.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138260.500000 Penalty: 2310.445312
	Iteration 2F: 3 clusters Score -138260.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -138317.312500 Penalty: 2310.445312
	Iteration 3Q: 3 clusters Score -138317.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -138346.015625 Penalty: 2310.445312
	Iteration 4Q: 3 clusters Score -138346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -138369.281250 Penalty: 2310.445312
	Iteration 5Q: 3 clusters Score -138369.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -138392.140625 Penalty: 2310.445312
	Iteration 6Q: 3 clusters Score -138392.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -138400.968750 Penalty: 2310.445312
	Iteration 7Q: 3 clusters Score -138401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -138417.937500 Penalty: 2310.445312
	Iteration 8Q: 3 clusters Score -138417.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -138432.843750 Penalty: 2310.445312
	Iteration 9Q: 3 clusters Score -138432.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -138443.671875 Penalty: 2310.445312
	Iteration 10Q: 3 clusters Score -138443.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -138467.671875 Penalty: 2310.445312
	Iteration 11Q: 3 clusters Score -138467.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -138504.281250 Penalty: 2310.445312
	Iteration 12Q: 3 clusters Score -138504.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -138547.640625 Penalty: 2310.445312
	Iteration 13Q: 3 clusters Score -138547.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -138581.062500 Penalty: 2310.445312
	Iteration 14Q: 3 clusters Score -138581.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -138616.703125 Penalty: 2310.445312
	Iteration 15Q: 3 clusters Score -138616.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -138647.093750 Penalty: 2310.445312
	Iteration 16Q: 3 clusters Score -138647.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -138676.796875 Penalty: 2310.445312
	Iteration 17Q: 3 clusters Score -138676.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -138697.250000 Penalty: 2310.445312
	Iteration 18Q: 3 clusters Score -138697.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -138716.328125 Penalty: 2310.445312
	Iteration 19Q: 3 clusters Score -138716.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138726.656250 Penalty: 2310.445312
	Iteration 20F: 3 clusters Score -138726.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -138729.203125 Penalty: 2310.445312
	Iteration 21Q: 3 clusters Score -138729.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -138731.218750 Penalty: 2310.445312
	Iteration 22Q: 3 clusters Score -138731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -138734.781250 Penalty: 2310.445312
	Iteration 23Q: 3 clusters Score -138734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -138738.296875 Penalty: 2310.445312
	Iteration 24Q: 3 clusters Score -138738.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -138742.671875 Penalty: 2310.445312
	Iteration 25Q: 3 clusters Score -138742.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138749.078125 Penalty: 2310.445312
	Iteration 26Q: 3 clusters Score -138749.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -138754.453125 Penalty: 2310.445312
	Iteration 27Q: 3 clusters Score -138754.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -138765.031250 Penalty: 2310.445312
	Iteration 28Q: 3 clusters Score -138765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138776.375000 Penalty: 2310.445312
	Iteration 29Q: 3 clusters Score -138776.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -138790.234375 Penalty: 2310.445312
	Iteration 30Q: 3 clusters Score -138790.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -138814.437500 Penalty: 2310.445312
	Iteration 31Q: 3 clusters Score -138814.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -138834.718750 Penalty: 2310.445312
	Iteration 32Q: 3 clusters Score -138834.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -138858.718750 Penalty: 2310.445312
	Iteration 33Q: 3 clusters Score -138858.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -138873.453125 Penalty: 2310.445312
	Iteration 34Q: 3 clusters Score -138873.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -138883.171875 Penalty: 2310.445312
	Iteration 35Q: 3 clusters Score -138883.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -138889.765625 Penalty: 2310.445312
	Iteration 36Q: 3 clusters Score -138889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138901.125000 Penalty: 2310.445312
	Iteration 37Q: 3 clusters Score -138901.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -138914.781250 Penalty: 2310.445312
	Iteration 38Q: 3 clusters Score -138914.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -138926.750000 Penalty: 2310.445312
	Iteration 39Q: 3 clusters Score -138926.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -138938.921875 Penalty: 2310.445312
	Iteration 40F: 3 clusters Score -138938.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -138944.468750 Penalty: 2310.445312
	Iteration 41Q: 3 clusters Score -138944.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -138950.484375 Penalty: 2310.445312
	Iteration 42Q: 3 clusters Score -138950.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -138956.531250 Penalty: 2310.445312
	Iteration 43Q: 3 clusters Score -138956.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -138960.203125 Penalty: 2310.445312
	Iteration 44Q: 3 clusters Score -138960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -138964.906250 Penalty: 2310.445312
	Iteration 45Q: 3 clusters Score -138964.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -138971.578125 Penalty: 2310.445312
	Iteration 46Q: 3 clusters Score -138971.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138979.015625 Penalty: 2310.445312
	Iteration 47Q: 3 clusters Score -138979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -138981.796875 Penalty: 2310.445312
	Iteration 48Q: 3 clusters Score -138981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -138982.015625 Penalty: 2310.445312
	Iteration 49Q: 3 clusters Score -138982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -138982.015625 Penalty: 2310.445312
	Iteration 50F: 3 clusters Score -138982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -24665.582031 Penalty: 924.133545
	Iteration 0F: 2 clusters Score -24665.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23934.841797 Penalty: 1848.267090
	Iteration 0F: 3 clusters Score -23934.84 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24237.453125 Penalty: 1848.267090
	Iteration 1F: 3 clusters Score -24237.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24405.197266 Penalty: 1848.267090
	Iteration 2F: 3 clusters Score -24405.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24536.861328 Penalty: 1848.267090
	Iteration 3F: 3 clusters Score -24536.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24615.541016 Penalty: 1848.267090
	Iteration 4F: 3 clusters Score -24615.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24706.785156 Penalty: 1848.267090
	Iteration 5Q: 3 clusters Score -24706.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24721.537109 Penalty: 1848.267090
	Iteration 6Q: 3 clusters Score -24721.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24741.910156 Penalty: 1848.267090
	Iteration 7Q: 3 clusters Score -24741.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24758.341797 Penalty: 1848.267090
	Iteration 8Q: 3 clusters Score -24758.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24766.964844 Penalty: 1848.267090
	Iteration 9Q: 3 clusters Score -24766.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24766.964844 Penalty: 1848.267090
	Iteration 10F: 3 clusters Score -24766.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9706 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89254 members 
Mstep: Class 5 contains 30757 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 79051 members 
Mstep: Class 9 contains 80201 members 
Mstep: Class 10 contains 9713 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8331 members 
Mstep: Class 13 contains 37978 members 
Mstep: Class 14 contains 19769 members 
Mstep: Class 15 contains 73499 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12292 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 51510 members 
Mstep: Class 20 contains 3301 members 
Mstep: Class 21 contains 5356 members 
Mstep: Class 22 contains 89518 members 
Mstep: Class 23 contains 80292 members 
Mstep: Class 24 contains 2124 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 35492 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9664 members 
Mstep: Class 33 contains 137 members 
Mstep: Class 34 contains 89286 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
Score: -102234808.000000 Penalty: 77592.265625
Splitting cluster 29 changes total score from -102235816.000000 to -102234808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -62139.386719 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -62139.39 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 303 members 
Entering Unmasked Estep 
Score: -61063.164062 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -61063.16 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61342.667969 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -61342.67 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61530.914062 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -61530.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61722.128906 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -61722.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61818.078125 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -61818.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61872.054688 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -61872.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61899.574219 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -61899.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61926.476562 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -61926.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61934.925781 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -61934.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61939.429688 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -61939.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61945.835938 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -61945.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61951.558594 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -61951.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61960.773438 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -61960.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61978.511719 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -61978.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61997.199219 Penalty: 2084.906494
	Iteration 14Q: 3 clusters Score -61997.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62021.175781 Penalty: 2084.906494
	Iteration 15Q: 3 clusters Score -62021.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62032.281250 Penalty: 2084.906494
	Iteration 16Q: 3 clusters Score -62032.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62043.722656 Penalty: 2084.906494
	Iteration 17Q: 3 clusters Score -62043.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62046.386719 Penalty: 2084.906494
	Iteration 18Q: 3 clusters Score -62046.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62047.703125 Penalty: 2084.906494
	Iteration 19Q: 3 clusters Score -62047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62050.394531 Penalty: 2084.906494
	Iteration 20F: 3 clusters Score -62050.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -15511.034180 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -15511.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14896.392578 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -14896.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15028.304688 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -15028.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15058.898438 Penalty: 1785.244995
	Iteration 2F: 3 clusters Score -15058.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15087.919922 Penalty: 1785.244995
	Iteration 3Q: 3 clusters Score -15087.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15098.369141 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -15098.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15101.225586 Penalty: 1785.244995
	Iteration 5Q: 3 clusters Score -15101.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15106.026367 Penalty: 1785.244995
	Iteration 6Q: 3 clusters Score -15106.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15117.619141 Penalty: 1785.244995
	Iteration 7Q: 3 clusters Score -15117.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15132.246094 Penalty: 1785.244995
	Iteration 8Q: 3 clusters Score -15132.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15141.597656 Penalty: 1785.244995
	Iteration 9Q: 3 clusters Score -15141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15146.419922 Penalty: 1785.244995
	Iteration 10Q: 3 clusters Score -15146.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15152.106445 Penalty: 1785.244995
	Iteration 11Q: 3 clusters Score -15152.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15165.708984 Penalty: 1785.244995
	Iteration 12Q: 3 clusters Score -15165.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15178.998047 Penalty: 1785.244995
	Iteration 13Q: 3 clusters Score -15179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15178.998047 Penalty: 1785.244995
	Iteration 14F: 3 clusters Score -15179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Entering Unmasked Estep 
Score: -1171935.500000 Penalty: 1491.126465
	Iteration 0F: 2 clusters Score -1171936 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 4811 members 
Entering Unmasked Estep 
Score: -1165006.875000 Penalty: 2982.252930
	Iteration 0F: 3 clusters Score -1165007 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1167306.375000 Penalty: 2982.252930
	Iteration 1F: 3 clusters Score -1167306 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1167605.125000 Penalty: 2982.252930
	Iteration 2F: 3 clusters Score -1167605 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1167844.375000 Penalty: 2982.252930
	Iteration 3F: 3 clusters Score -1167844 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1168053.875000 Penalty: 2982.252930
	Iteration 4Q: 3 clusters Score -1168054 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1168279.875000 Penalty: 2982.252930
	Iteration 5Q: 3 clusters Score -1168280 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1168495.000000 Penalty: 2982.252930
	Iteration 6Q: 3 clusters Score -1168495 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1168675.125000 Penalty: 2982.252930
	Iteration 7Q: 3 clusters Score -1168675 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1168844.750000 Penalty: 2982.252930
	Iteration 8Q: 3 clusters Score -1168845 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1168998.125000 Penalty: 2982.252930
	Iteration 9Q: 3 clusters Score -1168998 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1169127.875000 Penalty: 2982.252930
	Iteration 10Q: 3 clusters Score -1169128 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1169262.375000 Penalty: 2982.252930
	Iteration 11Q: 3 clusters Score -1169262 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1169411.250000 Penalty: 2982.252930
	Iteration 12Q: 3 clusters Score -1169411 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1169533.000000 Penalty: 2982.252930
	Iteration 13Q: 3 clusters Score -1169533 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1169632.250000 Penalty: 2982.252930
	Iteration 14Q: 3 clusters Score -1169632 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1169709.125000 Penalty: 2982.252930
	Iteration 15Q: 3 clusters Score -1169709 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1169787.375000 Penalty: 2982.252930
	Iteration 16Q: 3 clusters Score -1169787 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1169869.250000 Penalty: 2982.252930
	Iteration 17Q: 3 clusters Score -1169869 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1169936.000000 Penalty: 2982.252930
	Iteration 18Q: 3 clusters Score -1169936 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1169989.500000 Penalty: 2982.252930
	Iteration 19Q: 3 clusters Score -1169990 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1170055.000000 Penalty: 2982.252930
	Iteration 20F: 3 clusters Score -1170055 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1170129.750000 Penalty: 2982.252930
	Iteration 21Q: 3 clusters Score -1170130 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1170219.250000 Penalty: 2982.252930
	Iteration 22Q: 3 clusters Score -1170219 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1170316.875000 Penalty: 2982.252930
	Iteration 23Q: 3 clusters Score -1170317 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1170402.125000 Penalty: 2982.252930
	Iteration 24Q: 3 clusters Score -1170402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1170486.125000 Penalty: 2982.252930
	Iteration 25Q: 3 clusters Score -1170486 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1170554.375000 Penalty: 2982.252930
	Iteration 26Q: 3 clusters Score -1170554 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1170612.875000 Penalty: 2982.252930
	Iteration 27Q: 3 clusters Score -1170613 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1170665.375000 Penalty: 2982.252930
	Iteration 28Q: 3 clusters Score -1170665 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1170705.625000 Penalty: 2982.252930
	Iteration 29Q: 3 clusters Score -1170706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1170729.500000 Penalty: 2982.252930
	Iteration 30Q: 3 clusters Score -1170730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1170755.125000 Penalty: 2982.252930
	Iteration 31Q: 3 clusters Score -1170755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1170782.000000 Penalty: 2982.252930
	Iteration 32Q: 3 clusters Score -1170782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1170804.500000 Penalty: 2982.252930
	Iteration 33Q: 3 clusters Score -1170804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1170830.250000 Penalty: 2982.252930
	Iteration 34Q: 3 clusters Score -1170830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1170840.500000 Penalty: 2982.252930
	Iteration 35Q: 3 clusters Score -1170840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1170853.875000 Penalty: 2982.252930
	Iteration 36Q: 3 clusters Score -1170854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1170863.375000 Penalty: 2982.252930
	Iteration 37Q: 3 clusters Score -1170863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1170875.125000 Penalty: 2982.252930
	Iteration 38Q: 3 clusters Score -1170875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1170884.375000 Penalty: 2982.252930
	Iteration 39Q: 3 clusters Score -1170884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1170890.625000 Penalty: 2982.252930
	Iteration 40F: 3 clusters Score -1170891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1170893.875000 Penalty: 2982.252930
	Iteration 41Q: 3 clusters Score -1170894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1170898.875000 Penalty: 2982.252930
	Iteration 42Q: 3 clusters Score -1170899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1170901.500000 Penalty: 2982.252930
	Iteration 43Q: 3 clusters Score -1170902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1170904.625000 Penalty: 2982.252930
	Iteration 44Q: 3 clusters Score -1170905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1170906.125000 Penalty: 2982.252930
	Iteration 45Q: 3 clusters Score -1170906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1170911.250000 Penalty: 2982.252930
	Iteration 46Q: 3 clusters Score -1170911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1170913.875000 Penalty: 2982.252930
	Iteration 47Q: 3 clusters Score -1170914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1170916.125000 Penalty: 2982.252930
	Iteration 48Q: 3 clusters Score -1170916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1170918.625000 Penalty: 2982.252930
	Iteration 49Q: 3 clusters Score -1170919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1170922.625000 Penalty: 2982.252930
	Iteration 50Q: 3 clusters Score -1170923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1170926.375000 Penalty: 2982.252930
	Iteration 51Q: 3 clusters Score -1170926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1170927.625000 Penalty: 2982.252930
	Iteration 52Q: 3 clusters Score -1170928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1170932.750000 Penalty: 2982.252930
	Iteration 53Q: 3 clusters Score -1170933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1170937.000000 Penalty: 2982.252930
	Iteration 54Q: 3 clusters Score -1170937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1170945.750000 Penalty: 2982.252930
	Iteration 55Q: 3 clusters Score -1170946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1170950.250000 Penalty: 2982.252930
	Iteration 56Q: 3 clusters Score -1170950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1170957.375000 Penalty: 2982.252930
	Iteration 57Q: 3 clusters Score -1170957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1170966.000000 Penalty: 2982.252930
	Iteration 58Q: 3 clusters Score -1170966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1170970.375000 Penalty: 2982.252930
	Iteration 59Q: 3 clusters Score -1170970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1170972.750000 Penalty: 2982.252930
	Iteration 60F: 3 clusters Score -1170973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1170975.000000 Penalty: 2982.252930
	Iteration 61Q: 3 clusters Score -1170975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1170978.625000 Penalty: 2982.252930
	Iteration 62Q: 3 clusters Score -1170979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1170979.750000 Penalty: 2982.252930
	Iteration 63Q: 3 clusters Score -1170980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1170987.375000 Penalty: 2982.252930
	Iteration 64Q: 3 clusters Score -1170987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1170989.750000 Penalty: 2982.252930
	Iteration 65Q: 3 clusters Score -1170990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1170993.875000 Penalty: 2982.252930
	Iteration 66Q: 3 clusters Score -1170994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1170996.000000 Penalty: 2982.252930
	Iteration 67Q: 3 clusters Score -1170996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1170996.750000 Penalty: 2982.252930
	Iteration 68Q: 3 clusters Score -1170997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1171000.000000 Penalty: 2982.252930
	Iteration 69Q: 3 clusters Score -1171000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1171004.250000 Penalty: 2982.252930
	Iteration 70Q: 3 clusters Score -1171004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1171007.125000 Penalty: 2982.252930
	Iteration 71Q: 3 clusters Score -1171007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1171005.875000 Penalty: 2982.252930
	Iteration 72Q: 3 clusters Score -1171006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1171005.750000 Penalty: 2982.252930
	Iteration 73Q: 3 clusters Score -1171006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1171006.625000 Penalty: 2982.252930
	Iteration 74Q: 3 clusters Score -1171007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1171008.625000 Penalty: 2982.252930
	Iteration 75Q: 3 clusters Score -1171009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1171010.375000 Penalty: 2982.252930
	Iteration 76Q: 3 clusters Score -1171010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1171014.000000 Penalty: 2982.252930
	Iteration 77Q: 3 clusters Score -1171014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1171011.500000 Penalty: 2982.252930
	Iteration 78Q: 3 clusters Score -1171012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1171012.875000 Penalty: 2982.252930
	Iteration 79Q: 3 clusters Score -1171013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1171013.375000 Penalty: 2982.252930
	Iteration 80F: 3 clusters Score -1171013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1171013.375000 Penalty: 2982.252930
	Iteration 81Q: 3 clusters Score -1171013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1171016.500000 Penalty: 2982.252930
	Iteration 82Q: 3 clusters Score -1171016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1171024.875000 Penalty: 2982.252930
	Iteration 83Q: 3 clusters Score -1171025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1171027.000000 Penalty: 2982.252930
	Iteration 84Q: 3 clusters Score -1171027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1171026.125000 Penalty: 2982.252930
	Iteration 85Q: 3 clusters Score -1171026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1171029.250000 Penalty: 2982.252930
	Iteration 86Q: 3 clusters Score -1171029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1171030.000000 Penalty: 2982.252930
	Iteration 87Q: 3 clusters Score -1171030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1171030.875000 Penalty: 2982.252930
	Iteration 88Q: 3 clusters Score -1171031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1171029.500000 Penalty: 2982.252930
	Iteration 89Q: 3 clusters Score -1171030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1171030.125000 Penalty: 2982.252930
	Iteration 90Q: 3 clusters Score -1171030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1171031.500000 Penalty: 2982.252930
	Iteration 91Q: 3 clusters Score -1171032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1171033.375000 Penalty: 2982.252930
	Iteration 92Q: 3 clusters Score -1171033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1171033.375000 Penalty: 2982.252930
	Iteration 93Q: 3 clusters Score -1171033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1171034.500000 Penalty: 2982.252930
	Iteration 94Q: 3 clusters Score -1171034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1171035.250000 Penalty: 2982.252930
	Iteration 95Q: 3 clusters Score -1171035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1171035.625000 Penalty: 2982.252930
	Iteration 96Q: 3 clusters Score -1171036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1171034.875000 Penalty: 2982.252930
	Iteration 97Q: 3 clusters Score -1171035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1171036.750000 Penalty: 2982.252930
	Iteration 98Q: 3 clusters Score -1171037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1171036.250000 Penalty: 2982.252930
	Iteration 99Q: 3 clusters Score -1171036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1171036.250000 Penalty: 2982.252930
	Iteration 100F: 3 clusters Score -1171036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1171038.125000 Penalty: 2982.252930
	Iteration 101Q: 3 clusters Score -1171038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1171038.125000 Penalty: 2982.252930
	Iteration 102F: 3 clusters Score -1171038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (89286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89286 members 
Entering Unmasked Estep 
Score: -11255255.000000 Penalty: 1852.435059
	Iteration 0F: 2 clusters Score -1.125526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -11197205.000000 Penalty: 3704.870117
	Iteration 0F: 3 clusters Score -1.11972e+07 nChanged 42676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -11221486.000000 Penalty: 3704.870117
	Iteration 1F: 3 clusters Score -1.122149e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -11222682.000000 Penalty: 3704.870117
	Iteration 2Q: 3 clusters Score -1.122268e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -11224675.000000 Penalty: 3704.870117
	Iteration 3F: 3 clusters Score -1.122468e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -11227724.000000 Penalty: 3704.870117
	Iteration 4F: 3 clusters Score -1.122772e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -11232089.000000 Penalty: 3704.870117
	Iteration 5F: 3 clusters Score -1.123209e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -11237256.000000 Penalty: 3704.870117
	Iteration 6F: 3 clusters Score -1.123726e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -11241905.000000 Penalty: 3704.870117
	Iteration 7F: 3 clusters Score -1.12419e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -11244189.000000 Penalty: 3704.870117
	Iteration 8F: 3 clusters Score -1.124419e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -11245119.000000 Penalty: 3704.870117
	Iteration 9Q: 3 clusters Score -1.124512e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -11245521.000000 Penalty: 3704.870117
	Iteration 10Q: 3 clusters Score -1.124552e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -11245907.000000 Penalty: 3704.870117
	Iteration 11Q: 3 clusters Score -1.124591e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -11246154.000000 Penalty: 3704.870117
	Iteration 12Q: 3 clusters Score -1.124615e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -11246465.000000 Penalty: 3704.870117
	Iteration 13Q: 3 clusters Score -1.124646e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -11246787.000000 Penalty: 3704.870117
	Iteration 14Q: 3 clusters Score -1.124679e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -11247036.000000 Penalty: 3704.870117
	Iteration 15Q: 3 clusters Score -1.124704e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -11247216.000000 Penalty: 3704.870117
	Iteration 16Q: 3 clusters Score -1.124722e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -11247474.000000 Penalty: 3704.870117
	Iteration 17Q: 3 clusters Score -1.124747e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -11247633.000000 Penalty: 3704.870117
	Iteration 18Q: 3 clusters Score -1.124763e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -11247765.000000 Penalty: 3704.870117
	Iteration 19Q: 3 clusters Score -1.124776e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -11247951.000000 Penalty: 3704.870117
	Iteration 20F: 3 clusters Score -1.124795e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -11248017.000000 Penalty: 3704.870117
	Iteration 21Q: 3 clusters Score -1.124802e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -11248112.000000 Penalty: 3704.870117
	Iteration 22Q: 3 clusters Score -1.124811e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -11248151.000000 Penalty: 3704.870117
	Iteration 23Q: 3 clusters Score -1.124815e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -11248171.000000 Penalty: 3704.870117
	Iteration 24Q: 3 clusters Score -1.124817e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -11248223.000000 Penalty: 3704.870117
	Iteration 25Q: 3 clusters Score -1.124822e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -11248284.000000 Penalty: 3704.870117
	Iteration 26Q: 3 clusters Score -1.124828e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -11248318.000000 Penalty: 3704.870117
	Iteration 27Q: 3 clusters Score -1.124832e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -11248235.000000 Penalty: 3704.870117
	Iteration 28Q: 3 clusters Score -1.124824e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -11248179.000000 Penalty: 3704.870117
	Iteration 29Q: 3 clusters Score -1.124818e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -11248177.000000 Penalty: 3704.870117
	Iteration 30Q: 3 clusters Score -1.124818e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -11248161.000000 Penalty: 3704.870117
	Iteration 31Q: 3 clusters Score -1.124816e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -11248148.000000 Penalty: 3704.870117
	Iteration 32Q: 3 clusters Score -1.124815e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -11248145.000000 Penalty: 3704.870117
	Iteration 33Q: 3 clusters Score -1.124814e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -11248138.000000 Penalty: 3704.870117
	Iteration 34Q: 3 clusters Score -1.124814e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -11248120.000000 Penalty: 3704.870117
	Iteration 35Q: 3 clusters Score -1.124812e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -11248112.000000 Penalty: 3704.870117
	Iteration 36Q: 3 clusters Score -1.124811e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -11248064.000000 Penalty: 3704.870117
	Iteration 37Q: 3 clusters Score -1.124806e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -11248046.000000 Penalty: 3704.870117
	Iteration 38Q: 3 clusters Score -1.124805e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -11248028.000000 Penalty: 3704.870117
	Iteration 39Q: 3 clusters Score -1.124803e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -11247962.000000 Penalty: 3704.870117
	Iteration 40F: 3 clusters Score -1.124796e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -11247968.000000 Penalty: 3704.870117
	Iteration 41Q: 3 clusters Score -1.124797e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -11247926.000000 Penalty: 3704.870117
	Iteration 42Q: 3 clusters Score -1.124793e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -11247875.000000 Penalty: 3704.870117
	Iteration 43Q: 3 clusters Score -1.124788e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -11247845.000000 Penalty: 3704.870117
	Iteration 44Q: 3 clusters Score -1.124784e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -11247817.000000 Penalty: 3704.870117
	Iteration 45Q: 3 clusters Score -1.124782e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -11247768.000000 Penalty: 3704.870117
	Iteration 46Q: 3 clusters Score -1.124777e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -11247738.000000 Penalty: 3704.870117
	Iteration 47Q: 3 clusters Score -1.124774e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -11247735.000000 Penalty: 3704.870117
	Iteration 48Q: 3 clusters Score -1.124774e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -11247691.000000 Penalty: 3704.870117
	Iteration 49Q: 3 clusters Score -1.124769e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -11247653.000000 Penalty: 3704.870117
	Iteration 50Q: 3 clusters Score -1.124765e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -11247650.000000 Penalty: 3704.870117
	Iteration 51Q: 3 clusters Score -1.124765e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -11247636.000000 Penalty: 3704.870117
	Iteration 52Q: 3 clusters Score -1.124764e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -11247593.000000 Penalty: 3704.870117
	Iteration 53Q: 3 clusters Score -1.124759e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -11247544.000000 Penalty: 3704.870117
	Iteration 54Q: 3 clusters Score -1.124754e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -11247516.000000 Penalty: 3704.870117
	Iteration 55Q: 3 clusters Score -1.124752e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -11247469.000000 Penalty: 3704.870117
	Iteration 56Q: 3 clusters Score -1.124747e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -11247447.000000 Penalty: 3704.870117
	Iteration 57Q: 3 clusters Score -1.124745e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -11247403.000000 Penalty: 3704.870117
	Iteration 58Q: 3 clusters Score -1.12474e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -11247347.000000 Penalty: 3704.870117
	Iteration 59Q: 3 clusters Score -1.124735e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -11247295.000000 Penalty: 3704.870117
	Iteration 60F: 3 clusters Score -1.12473e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -11247264.000000 Penalty: 3704.870117
	Iteration 61Q: 3 clusters Score -1.124726e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -11247256.000000 Penalty: 3704.870117
	Iteration 62Q: 3 clusters Score -1.124726e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -11247217.000000 Penalty: 3704.870117
	Iteration 63Q: 3 clusters Score -1.124722e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -11247201.000000 Penalty: 3704.870117
	Iteration 64Q: 3 clusters Score -1.12472e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -11247188.000000 Penalty: 3704.870117
	Iteration 65Q: 3 clusters Score -1.124719e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -11247151.000000 Penalty: 3704.870117
	Iteration 66Q: 3 clusters Score -1.124715e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -11247096.000000 Penalty: 3704.870117
	Iteration 67Q: 3 clusters Score -1.12471e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -11247083.000000 Penalty: 3704.870117
	Iteration 68Q: 3 clusters Score -1.124708e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -11247060.000000 Penalty: 3704.870117
	Iteration 69Q: 3 clusters Score -1.124706e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -11247031.000000 Penalty: 3704.870117
	Iteration 70Q: 3 clusters Score -1.124703e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -11246994.000000 Penalty: 3704.870117
	Iteration 71Q: 3 clusters Score -1.124699e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -11246938.000000 Penalty: 3704.870117
	Iteration 72Q: 3 clusters Score -1.124694e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -11246893.000000 Penalty: 3704.870117
	Iteration 73Q: 3 clusters Score -1.124689e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -11246865.000000 Penalty: 3704.870117
	Iteration 74Q: 3 clusters Score -1.124686e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -11246816.000000 Penalty: 3704.870117
	Iteration 75Q: 3 clusters Score -1.124682e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -11246782.000000 Penalty: 3704.870117
	Iteration 76Q: 3 clusters Score -1.124678e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -11246727.000000 Penalty: 3704.870117
	Iteration 77Q: 3 clusters Score -1.124673e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -11246681.000000 Penalty: 3704.870117
	Iteration 78Q: 3 clusters Score -1.124668e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -11246643.000000 Penalty: 3704.870117
	Iteration 79Q: 3 clusters Score -1.124664e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -11246607.000000 Penalty: 3704.870117
	Iteration 80F: 3 clusters Score -1.124661e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -11246588.000000 Penalty: 3704.870117
	Iteration 81Q: 3 clusters Score -1.124659e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -11246571.000000 Penalty: 3704.870117
	Iteration 82Q: 3 clusters Score -1.124657e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -11246523.000000 Penalty: 3704.870117
	Iteration 83Q: 3 clusters Score -1.124652e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -11246507.000000 Penalty: 3704.870117
	Iteration 84Q: 3 clusters Score -1.124651e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -11246447.000000 Penalty: 3704.870117
	Iteration 85Q: 3 clusters Score -1.124645e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -11246410.000000 Penalty: 3704.870117
	Iteration 86Q: 3 clusters Score -1.124641e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -11246348.000000 Penalty: 3704.870117
	Iteration 87Q: 3 clusters Score -1.124635e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -11246339.000000 Penalty: 3704.870117
	Iteration 88Q: 3 clusters Score -1.124634e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -11246325.000000 Penalty: 3704.870117
	Iteration 89Q: 3 clusters Score -1.124632e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -11246254.000000 Penalty: 3704.870117
	Iteration 90Q: 3 clusters Score -1.124625e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -11246238.000000 Penalty: 3704.870117
	Iteration 91Q: 3 clusters Score -1.124624e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -11246196.000000 Penalty: 3704.870117
	Iteration 92Q: 3 clusters Score -1.12462e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -11246137.000000 Penalty: 3704.870117
	Iteration 93Q: 3 clusters Score -1.124614e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -11246118.000000 Penalty: 3704.870117
	Iteration 94Q: 3 clusters Score -1.124612e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -11246057.000000 Penalty: 3704.870117
	Iteration 95Q: 3 clusters Score -1.124606e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -11246034.000000 Penalty: 3704.870117
	Iteration 96Q: 3 clusters Score -1.124603e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -11246019.000000 Penalty: 3704.870117
	Iteration 97Q: 3 clusters Score -1.124602e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -11246014.000000 Penalty: 3704.870117
	Iteration 98Q: 3 clusters Score -1.124601e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -11245985.000000 Penalty: 3704.870117
	Iteration 99Q: 3 clusters Score -1.124598e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -11245960.000000 Penalty: 3704.870117
	Iteration 100F: 3 clusters Score -1.124596e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -11245947.000000 Penalty: 3704.870117
	Iteration 101Q: 3 clusters Score -1.124595e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -11245926.000000 Penalty: 3704.870117
	Iteration 102Q: 3 clusters Score -1.124593e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -11245883.000000 Penalty: 3704.870117
	Iteration 103Q: 3 clusters Score -1.124588e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -11245844.000000 Penalty: 3704.870117
	Iteration 104Q: 3 clusters Score -1.124584e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -11245814.000000 Penalty: 3704.870117
	Iteration 105Q: 3 clusters Score -1.124581e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -11245807.000000 Penalty: 3704.870117
	Iteration 106Q: 3 clusters Score -1.124581e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -11245750.000000 Penalty: 3704.870117
	Iteration 107Q: 3 clusters Score -1.124575e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -11245714.000000 Penalty: 3704.870117
	Iteration 108Q: 3 clusters Score -1.124571e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -11245677.000000 Penalty: 3704.870117
	Iteration 109Q: 3 clusters Score -1.124568e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -11245614.000000 Penalty: 3704.870117
	Iteration 110Q: 3 clusters Score -1.124561e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -11245579.000000 Penalty: 3704.870117
	Iteration 111Q: 3 clusters Score -1.124558e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -11245553.000000 Penalty: 3704.870117
	Iteration 112Q: 3 clusters Score -1.124555e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -11245517.000000 Penalty: 3704.870117
	Iteration 113Q: 3 clusters Score -1.124552e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -11245505.000000 Penalty: 3704.870117
	Iteration 114Q: 3 clusters Score -1.12455e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -11245499.000000 Penalty: 3704.870117
	Iteration 115Q: 3 clusters Score -1.12455e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -11245513.000000 Penalty: 3704.870117
	Iteration 116Q: 3 clusters Score -1.124551e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -11245488.000000 Penalty: 3704.870117
	Iteration 117Q: 3 clusters Score -1.124549e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -11245457.000000 Penalty: 3704.870117
	Iteration 118Q: 3 clusters Score -1.124546e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -11245417.000000 Penalty: 3704.870117
	Iteration 119Q: 3 clusters Score -1.124542e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -11245408.000000 Penalty: 3704.870117
	Iteration 120F: 3 clusters Score -1.124541e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -11245355.000000 Penalty: 3704.870117
	Iteration 121Q: 3 clusters Score -1.124536e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -11245340.000000 Penalty: 3704.870117
	Iteration 122Q: 3 clusters Score -1.124534e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -11245283.000000 Penalty: 3704.870117
	Iteration 123Q: 3 clusters Score -1.124528e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -11245300.000000 Penalty: 3704.870117
	Iteration 124Q: 3 clusters Score -1.12453e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -11245272.000000 Penalty: 3704.870117
	Iteration 125Q: 3 clusters Score -1.124527e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -11245270.000000 Penalty: 3704.870117
	Iteration 126Q: 3 clusters Score -1.124527e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -11245223.000000 Penalty: 3704.870117
	Iteration 127Q: 3 clusters Score -1.124522e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -11245231.000000 Penalty: 3704.870117
	Iteration 128Q: 3 clusters Score -1.124523e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -11245229.000000 Penalty: 3704.870117
	Iteration 129Q: 3 clusters Score -1.124523e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -11245258.000000 Penalty: 3704.870117
	Iteration 130Q: 3 clusters Score -1.124526e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -11245248.000000 Penalty: 3704.870117
	Iteration 131Q: 3 clusters Score -1.124525e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -11245219.000000 Penalty: 3704.870117
	Iteration 132Q: 3 clusters Score -1.124522e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -11245228.000000 Penalty: 3704.870117
	Iteration 133Q: 3 clusters Score -1.124523e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -11245230.000000 Penalty: 3704.870117
	Iteration 134Q: 3 clusters Score -1.124523e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -11245249.000000 Penalty: 3704.870117
	Iteration 135Q: 3 clusters Score -1.124525e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -11245275.000000 Penalty: 3704.870117
	Iteration 136Q: 3 clusters Score -1.124528e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -11245274.000000 Penalty: 3704.870117
	Iteration 137Q: 3 clusters Score -1.124527e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -11245267.000000 Penalty: 3704.870117
	Iteration 138Q: 3 clusters Score -1.124527e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -11245292.000000 Penalty: 3704.870117
	Iteration 139Q: 3 clusters Score -1.124529e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -11245312.000000 Penalty: 3704.870117
	Iteration 140F: 3 clusters Score -1.124531e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -11245316.000000 Penalty: 3704.870117
	Iteration 141Q: 3 clusters Score -1.124532e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -11245331.000000 Penalty: 3704.870117
	Iteration 142Q: 3 clusters Score -1.124533e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -11245304.000000 Penalty: 3704.870117
	Iteration 143Q: 3 clusters Score -1.12453e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68919 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -11245317.000000 Penalty: 3704.870117
	Iteration 144Q: 3 clusters Score -1.124532e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -11245325.000000 Penalty: 3704.870117
	Iteration 145Q: 3 clusters Score -1.124532e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -11245329.000000 Penalty: 3704.870117
	Iteration 146Q: 3 clusters Score -1.124533e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -11245327.000000 Penalty: 3704.870117
	Iteration 147Q: 3 clusters Score -1.124533e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -11245334.000000 Penalty: 3704.870117
	Iteration 148Q: 3 clusters Score -1.124533e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -11245339.000000 Penalty: 3704.870117
	Iteration 149Q: 3 clusters Score -1.124534e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -11245335.000000 Penalty: 3704.870117
	Iteration 150Q: 3 clusters Score -1.124534e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -11245354.000000 Penalty: 3704.870117
	Iteration 151Q: 3 clusters Score -1.124535e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -11245353.000000 Penalty: 3704.870117
	Iteration 152Q: 3 clusters Score -1.124535e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -11245367.000000 Penalty: 3704.870117
	Iteration 153Q: 3 clusters Score -1.124537e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -11245393.000000 Penalty: 3704.870117
	Iteration 154Q: 3 clusters Score -1.124539e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -11245417.000000 Penalty: 3704.870117
	Iteration 155Q: 3 clusters Score -1.124542e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -11245450.000000 Penalty: 3704.870117
	Iteration 156Q: 3 clusters Score -1.124545e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -11245457.000000 Penalty: 3704.870117
	Iteration 157Q: 3 clusters Score -1.124546e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -11245474.000000 Penalty: 3704.870117
	Iteration 158Q: 3 clusters Score -1.124547e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -11245530.000000 Penalty: 3704.870117
	Iteration 159Q: 3 clusters Score -1.124553e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -11245525.000000 Penalty: 3704.870117
	Iteration 160F: 3 clusters Score -1.124552e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -11245523.000000 Penalty: 3704.870117
	Iteration 161Q: 3 clusters Score -1.124552e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -11245523.000000 Penalty: 3704.870117
	Iteration 162Q: 3 clusters Score -1.124552e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -11245565.000000 Penalty: 3704.870117
	Iteration 163Q: 3 clusters Score -1.124556e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -11245586.000000 Penalty: 3704.870117
	Iteration 164Q: 3 clusters Score -1.124559e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -11245602.000000 Penalty: 3704.870117
	Iteration 165Q: 3 clusters Score -1.12456e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -11245613.000000 Penalty: 3704.870117
	Iteration 166Q: 3 clusters Score -1.124561e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -11245640.000000 Penalty: 3704.870117
	Iteration 167Q: 3 clusters Score -1.124564e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -11245668.000000 Penalty: 3704.870117
	Iteration 168Q: 3 clusters Score -1.124567e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -11245658.000000 Penalty: 3704.870117
	Iteration 169Q: 3 clusters Score -1.124566e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -11245640.000000 Penalty: 3704.870117
	Iteration 170Q: 3 clusters Score -1.124564e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -11245629.000000 Penalty: 3704.870117
	Iteration 171Q: 3 clusters Score -1.124563e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -11245692.000000 Penalty: 3704.870117
	Iteration 172Q: 3 clusters Score -1.124569e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -11245724.000000 Penalty: 3704.870117
	Iteration 173Q: 3 clusters Score -1.124572e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -11245774.000000 Penalty: 3704.870117
	Iteration 174Q: 3 clusters Score -1.124577e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -11245808.000000 Penalty: 3704.870117
	Iteration 175Q: 3 clusters Score -1.124581e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -11245877.000000 Penalty: 3704.870117
	Iteration 176Q: 3 clusters Score -1.124588e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -11245943.000000 Penalty: 3704.870117
	Iteration 177Q: 3 clusters Score -1.124594e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -11245975.000000 Penalty: 3704.870117
	Iteration 178Q: 3 clusters Score -1.124598e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -11246073.000000 Penalty: 3704.870117
	Iteration 179Q: 3 clusters Score -1.124607e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -11246070.000000 Penalty: 3704.870117
	Iteration 180F: 3 clusters Score -1.124607e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -11246114.000000 Penalty: 3704.870117
	Iteration 181Q: 3 clusters Score -1.124611e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -11246175.000000 Penalty: 3704.870117
	Iteration 182Q: 3 clusters Score -1.124618e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -11246315.000000 Penalty: 3704.870117
	Iteration 183Q: 3 clusters Score -1.124632e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -11246393.000000 Penalty: 3704.870117
	Iteration 184Q: 3 clusters Score -1.124639e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78313 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -11246523.000000 Penalty: 3704.870117
	Iteration 185Q: 3 clusters Score -1.124652e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -11246575.000000 Penalty: 3704.870117
	Iteration 186Q: 3 clusters Score -1.124658e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -11246745.000000 Penalty: 3704.870117
	Iteration 187Q: 3 clusters Score -1.124674e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -11246856.000000 Penalty: 3704.870117
	Iteration 188Q: 3 clusters Score -1.124686e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -11246966.000000 Penalty: 3704.870117
	Iteration 189Q: 3 clusters Score -1.124697e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -11247086.000000 Penalty: 3704.870117
	Iteration 190Q: 3 clusters Score -1.124709e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80794 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -11247176.000000 Penalty: 3704.870117
	Iteration 191Q: 3 clusters Score -1.124718e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -11247282.000000 Penalty: 3704.870117
	Iteration 192Q: 3 clusters Score -1.124728e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -11247792.000000 Penalty: 3704.870117
	Iteration 193Q: 3 clusters Score -1.124779e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81941 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -11248282.000000 Penalty: 3704.870117
	Iteration 194Q: 3 clusters Score -1.124828e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -11248746.000000 Penalty: 3704.870117
	Iteration 195Q: 3 clusters Score -1.124875e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -11249231.000000 Penalty: 3704.870117
	Iteration 196Q: 3 clusters Score -1.124923e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -11249651.000000 Penalty: 3704.870117
	Iteration 197Q: 3 clusters Score -1.124965e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -11250056.000000 Penalty: 3704.870117
	Iteration 198Q: 3 clusters Score -1.125006e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -11250523.000000 Penalty: 3704.870117
	Iteration 199Q: 3 clusters Score -1.125052e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -11250983.000000 Penalty: 3704.870117
	Iteration 200F: 3 clusters Score -1.125098e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -11251420.000000 Penalty: 3704.870117
	Iteration 201Q: 3 clusters Score -1.125142e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -11251834.000000 Penalty: 3704.870117
	Iteration 202Q: 3 clusters Score -1.125183e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -11252168.000000 Penalty: 3704.870117
	Iteration 203Q: 3 clusters Score -1.125217e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -11252461.000000 Penalty: 3704.870117
	Iteration 204Q: 3 clusters Score -1.125246e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -11252702.000000 Penalty: 3704.870117
	Iteration 205Q: 3 clusters Score -1.12527e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86353 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -11252871.000000 Penalty: 3704.870117
	Iteration 206Q: 3 clusters Score -1.125287e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -11253058.000000 Penalty: 3704.870117
	Iteration 207Q: 3 clusters Score -1.125306e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -11253195.000000 Penalty: 3704.870117
	Iteration 208Q: 3 clusters Score -1.12532e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -11253327.000000 Penalty: 3704.870117
	Iteration 209Q: 3 clusters Score -1.125333e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87191 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -11253391.000000 Penalty: 3704.870117
	Iteration 210Q: 3 clusters Score -1.125339e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -11253472.000000 Penalty: 3704.870117
	Iteration 211Q: 3 clusters Score -1.125347e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11253549.000000 Penalty: 3704.870117
	Iteration 212Q: 3 clusters Score -1.125355e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87565 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11253591.000000 Penalty: 3704.870117
	Iteration 213Q: 3 clusters Score -1.125359e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11253630.000000 Penalty: 3704.870117
	Iteration 214Q: 3 clusters Score -1.125363e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -11253675.000000 Penalty: 3704.870117
	Iteration 215Q: 3 clusters Score -1.125368e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -11253685.000000 Penalty: 3704.870117
	Iteration 216Q: 3 clusters Score -1.125368e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11253723.000000 Penalty: 3704.870117
	Iteration 217Q: 3 clusters Score -1.125372e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11253730.000000 Penalty: 3704.870117
	Iteration 218Q: 3 clusters Score -1.125373e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11253763.000000 Penalty: 3704.870117
	Iteration 219Q: 3 clusters Score -1.125376e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87975 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11253760.000000 Penalty: 3704.870117
	Iteration 220F: 3 clusters Score -1.125376e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -11253767.000000 Penalty: 3704.870117
	Iteration 221Q: 3 clusters Score -1.125377e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11253774.000000 Penalty: 3704.870117
	Iteration 222Q: 3 clusters Score -1.125377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11253784.000000 Penalty: 3704.870117
	Iteration 223Q: 3 clusters Score -1.125378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11253809.000000 Penalty: 3704.870117
	Iteration 224Q: 3 clusters Score -1.125381e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11253807.000000 Penalty: 3704.870117
	Iteration 225Q: 3 clusters Score -1.125381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -11253807.000000 Penalty: 3704.870117
	Iteration 226Q: 3 clusters Score -1.125381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -11253811.000000 Penalty: 3704.870117
	Iteration 227Q: 3 clusters Score -1.125381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11253796.000000 Penalty: 3704.870117
	Iteration 228Q: 3 clusters Score -1.12538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11253805.000000 Penalty: 3704.870117
	Iteration 229Q: 3 clusters Score -1.12538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11253814.000000 Penalty: 3704.870117
	Iteration 230Q: 3 clusters Score -1.125381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11253816.000000 Penalty: 3704.870117
	Iteration 231Q: 3 clusters Score -1.125382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11253826.000000 Penalty: 3704.870117
	Iteration 232Q: 3 clusters Score -1.125383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88198 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11253843.000000 Penalty: 3704.870117
	Iteration 233Q: 3 clusters Score -1.125384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88206 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11253849.000000 Penalty: 3704.870117
	Iteration 234Q: 3 clusters Score -1.125385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11253849.000000 Penalty: 3704.870117
	Iteration 235Q: 3 clusters Score -1.125385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88226 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -11253857.000000 Penalty: 3704.870117
	Iteration 236Q: 3 clusters Score -1.125386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88234 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11253862.000000 Penalty: 3704.870117
	Iteration 237Q: 3 clusters Score -1.125386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11253862.000000 Penalty: 3704.870117
	Iteration 238Q: 3 clusters Score -1.125386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11253868.000000 Penalty: 3704.870117
	Iteration 239Q: 3 clusters Score -1.125387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11253864.000000 Penalty: 3704.870117
	Iteration 240F: 3 clusters Score -1.125386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11253876.000000 Penalty: 3704.870117
	Iteration 241Q: 3 clusters Score -1.125388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11253871.000000 Penalty: 3704.870117
	Iteration 242Q: 3 clusters Score -1.125387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11253882.000000 Penalty: 3704.870117
	Iteration 243Q: 3 clusters Score -1.125388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11253886.000000 Penalty: 3704.870117
	Iteration 244Q: 3 clusters Score -1.125389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11253886.000000 Penalty: 3704.870117
	Iteration 245Q: 3 clusters Score -1.125389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11253888.000000 Penalty: 3704.870117
	Iteration 246Q: 3 clusters Score -1.125389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11253887.000000 Penalty: 3704.870117
	Iteration 247Q: 3 clusters Score -1.125389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11253882.000000 Penalty: 3704.870117
	Iteration 248Q: 3 clusters Score -1.125388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11253888.000000 Penalty: 3704.870117
	Iteration 249Q: 3 clusters Score -1.125389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11253895.000000 Penalty: 3704.870117
	Iteration 250Q: 3 clusters Score -1.12539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11253895.000000 Penalty: 3704.870117
	Iteration 251Q: 3 clusters Score -1.12539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11253906.000000 Penalty: 3704.870117
	Iteration 252Q: 3 clusters Score -1.125391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11253915.000000 Penalty: 3704.870117
	Iteration 253Q: 3 clusters Score -1.125392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11253911.000000 Penalty: 3704.870117
	Iteration 254Q: 3 clusters Score -1.125391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11253920.000000 Penalty: 3704.870117
	Iteration 255Q: 3 clusters Score -1.125392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11253916.000000 Penalty: 3704.870117
	Iteration 256Q: 3 clusters Score -1.125392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -11253914.000000 Penalty: 3704.870117
	Iteration 257Q: 3 clusters Score -1.125391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -11253914.000000 Penalty: 3704.870117
	Iteration 258F: 3 clusters Score -1.125391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -170925.890625 Penalty: 1190.871094
	Iteration 0F: 2 clusters Score -170925.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -169173.812500 Penalty: 2381.742188
	Iteration 0F: 3 clusters Score -169173.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -169572.328125 Penalty: 2381.742188
	Iteration 1F: 3 clusters Score -169572.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -169661.609375 Penalty: 2381.742188
	Iteration 2F: 3 clusters Score -169661.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -169728.859375 Penalty: 2381.742188
	Iteration 3F: 3 clusters Score -169728.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -169774.656250 Penalty: 2381.742188
	Iteration 4Q: 3 clusters Score -169774.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -169833.078125 Penalty: 2381.742188
	Iteration 5Q: 3 clusters Score -169833.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -169934.359375 Penalty: 2381.742188
	Iteration 6Q: 3 clusters Score -169934.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -170103.593750 Penalty: 2381.742188
	Iteration 7F: 3 clusters Score -170103.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -170358.562500 Penalty: 2381.742188
	Iteration 8F: 3 clusters Score -170358.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -170556.250000 Penalty: 2381.742188
	Iteration 9F: 3 clusters Score -170556.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -170647.765625 Penalty: 2381.742188
	Iteration 10Q: 3 clusters Score -170647.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -170711.109375 Penalty: 2381.742188
	Iteration 11Q: 3 clusters Score -170711.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -170743.312500 Penalty: 2381.742188
	Iteration 12Q: 3 clusters Score -170743.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -170762.234375 Penalty: 2381.742188
	Iteration 13Q: 3 clusters Score -170762.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -170775.875000 Penalty: 2381.742188
	Iteration 14Q: 3 clusters Score -170775.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -170788.109375 Penalty: 2381.742188
	Iteration 15Q: 3 clusters Score -170788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -170791.171875 Penalty: 2381.742188
	Iteration 16Q: 3 clusters Score -170791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -170794.515625 Penalty: 2381.742188
	Iteration 17Q: 3 clusters Score -170794.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -170795.750000 Penalty: 2381.742188
	Iteration 18Q: 3 clusters Score -170795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -170795.750000 Penalty: 2381.742188
	Iteration 19F: 3 clusters Score -170795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9706 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89254 members 
Mstep: Class 5 contains 30757 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 79051 members 
Mstep: Class 9 contains 80201 members 
Mstep: Class 10 contains 9713 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8331 members 
Mstep: Class 13 contains 37978 members 
Mstep: Class 14 contains 19769 members 
Mstep: Class 15 contains 73499 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12292 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 51510 members 
Mstep: Class 20 contains 3301 members 
Mstep: Class 21 contains 5356 members 
Mstep: Class 22 contains 89518 members 
Mstep: Class 23 contains 80292 members 
Mstep: Class 24 contains 2124 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 35492 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9664 members 
Mstep: Class 34 contains 89286 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236128.000000 Penalty: 75375.343750
Iteration 239Q: 35 clusters Score -1.022361e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9723 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89197 members 
Mstep: Class 5 contains 30832 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 3687 members 
Mstep: Class 8 contains 78892 members 
Mstep: Class 9 contains 80175 members 
Mstep: Class 10 contains 9706 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8338 members 
Mstep: Class 13 contains 37902 members 
Mstep: Class 14 contains 19765 members 
Mstep: Class 15 contains 73669 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 51730 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 21 contains 5355 members 
Mstep: Class 22 contains 89548 members 
Mstep: Class 23 contains 80318 members 
Mstep: Class 24 contains 2124 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 35331 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9667 members 
Mstep: Class 34 contains 89240 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236432.000000 Penalty: 75375.343750
Iteration 240F: 35 clusters Score -1.022364e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89106 members 
Mstep: Class 5 contains 30901 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 3688 members 
Mstep: Class 8 contains 78779 members 
Mstep: Class 9 contains 80169 members 
Mstep: Class 10 contains 9696 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8355 members 
Mstep: Class 13 contains 37815 members 
Mstep: Class 14 contains 19765 members 
Mstep: Class 15 contains 73820 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12296 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 51925 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 5351 members 
Mstep: Class 22 contains 89593 members 
Mstep: Class 23 contains 80338 members 
Mstep: Class 24 contains 2125 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 35187 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9674 members 
Mstep: Class 34 contains 89167 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236664.000000 Penalty: 75375.343750
Iteration 241Q: 35 clusters Score -1.022367e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9744 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 89024 members 
Mstep: Class 5 contains 30957 members 
Mstep: Class 6 contains 3372 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 78635 members 
Mstep: Class 9 contains 80191 members 
Mstep: Class 10 contains 9691 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 37741 members 
Mstep: Class 14 contains 19748 members 
Mstep: Class 15 contains 73984 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12300 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52150 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5349 members 
Mstep: Class 22 contains 89626 members 
Mstep: Class 23 contains 80356 members 
Mstep: Class 24 contains 2125 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 35109 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9679 members 
Mstep: Class 34 contains 89024 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236648.000000 Penalty: 75375.343750
Iteration 242Q: 35 clusters Score -1.022366e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9759 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 88946 members 
Mstep: Class 5 contains 31017 members 
Mstep: Class 6 contains 3369 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 78492 members 
Mstep: Class 9 contains 80200 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8376 members 
Mstep: Class 13 contains 37676 members 
Mstep: Class 14 contains 19758 members 
Mstep: Class 15 contains 74162 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12300 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52323 members 
Mstep: Class 20 contains 3309 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 89661 members 
Mstep: Class 23 contains 80379 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5570 members 
Mstep: Class 27 contains 35001 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9687 members 
Mstep: Class 34 contains 88927 members 
Mstep: Class 35 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236880.000000 Penalty: 75375.343750
Iteration 243Q: 35 clusters Score -1.022369e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9769 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 88884 members 
Mstep: Class 5 contains 31087 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 3677 members 
Mstep: Class 8 contains 78339 members 
Mstep: Class 9 contains 80195 members 
Mstep: Class 10 contains 9668 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8386 members 
Mstep: Class 13 contains 37609 members 
Mstep: Class 14 contains 19751 members 
Mstep: Class 15 contains 74385 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12302 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52463 members 
Mstep: Class 20 contains 3309 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 89664 members 
Mstep: Class 23 contains 80394 members 
Mstep: Class 24 contains 2125 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5568 members 
Mstep: Class 27 contains 34911 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9691 members 
Mstep: Class 34 contains 88860 members 
Mstep: Class 35 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236968.000000 Penalty: 75375.343750
Iteration 244Q: 35 clusters Score -1.02237e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9767 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 88794 members 
Mstep: Class 5 contains 31161 members 
Mstep: Class 6 contains 3361 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 78201 members 
Mstep: Class 9 contains 80190 members 
Mstep: Class 10 contains 9663 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 37546 members 
Mstep: Class 14 contains 19761 members 
Mstep: Class 15 contains 74599 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12305 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52623 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 89640 members 
Mstep: Class 23 contains 80430 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 34838 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 610 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 9697 members 
Mstep: Class 34 contains 88760 members 
Mstep: Class 35 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237112.000000 Penalty: 75375.343750
Iteration 245Q: 35 clusters Score -1.022371e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9769 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 88699 members 
Mstep: Class 5 contains 31222 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 78010 members 
Mstep: Class 9 contains 80196 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 8406 members 
Mstep: Class 13 contains 37489 members 
Mstep: Class 14 contains 19766 members 
Mstep: Class 15 contains 74824 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12304 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52789 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 89673 members 
Mstep: Class 23 contains 80451 members 
Mstep: Class 24 contains 2124 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 34797 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 611 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9697 members 
Mstep: Class 34 contains 88614 members 
Mstep: Class 35 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237480.000000 Penalty: 75375.343750
Iteration 246Q: 35 clusters Score -1.022375e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9791 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 88644 members 
Mstep: Class 5 contains 31259 members 
Mstep: Class 6 contains 3358 members 
Mstep: Class 7 contains 3676 members 
Mstep: Class 8 contains 77827 members 
Mstep: Class 9 contains 80221 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 37415 members 
Mstep: Class 14 contains 19766 members 
Mstep: Class 15 contains 75051 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 12296 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52892 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 89680 members 
Mstep: Class 23 contains 80476 members 
Mstep: Class 24 contains 2125 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 34770 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 294 members 
Mstep: Class 30 contains 612 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9697 members 
Mstep: Class 34 contains 88503 members 
Mstep: Class 35 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237592.000000 Penalty: 75375.343750
Iteration 247Q: 35 clusters Score -1.022376e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 88587 members 
Mstep: Class 5 contains 31309 members 
Mstep: Class 6 contains 3353 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 77624 members 
Mstep: Class 9 contains 80239 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 13 contains 37344 members 
Mstep: Class 14 contains 19776 members 
Mstep: Class 15 contains 75295 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12295 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52972 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 89664 members 
Mstep: Class 23 contains 80493 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 34766 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 612 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9697 members 
Mstep: Class 34 contains 88414 members 
Mstep: Class 35 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237664.000000 Penalty: 75375.343750
Iteration 248Q: 35 clusters Score -1.022377e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88584 members 
Mstep: Class 5 contains 31361 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 3667 members 
Mstep: Class 8 contains 77369 members 
Mstep: Class 9 contains 80257 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8448 members 
Mstep: Class 13 contains 37274 members 
Mstep: Class 14 contains 19786 members 
Mstep: Class 15 contains 75554 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12295 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 53026 members 
Mstep: Class 20 contains 3309 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 89675 members 
Mstep: Class 23 contains 80504 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 34780 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9690 members 
Mstep: Class 34 contains 88325 members 
Mstep: Class 35 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237792.000000 Penalty: 75375.343750
Iteration 249Q: 35 clusters Score -1.022378e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9804 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88546 members 
Mstep: Class 5 contains 31415 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 77099 members 
Mstep: Class 9 contains 80267 members 
Mstep: Class 10 contains 9663 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8464 members 
Mstep: Class 13 contains 37202 members 
Mstep: Class 14 contains 19778 members 
Mstep: Class 15 contains 75836 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 12293 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 53079 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 89721 members 
Mstep: Class 23 contains 80489 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 34806 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9690 members 
Mstep: Class 34 contains 88248 members 
Mstep: Class 35 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237832.000000 Penalty: 75375.343750
Iteration 250Q: 35 clusters Score -1.022378e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88487 members 
Mstep: Class 5 contains 31454 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 76791 members 
Mstep: Class 9 contains 80296 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 37141 members 
Mstep: Class 14 contains 19778 members 
Mstep: Class 15 contains 76112 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 53142 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 89836 members 
Mstep: Class 23 contains 80431 members 
Mstep: Class 24 contains 2128 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5576 members 
Mstep: Class 27 contains 34888 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9689 members 
Mstep: Class 34 contains 88117 members 
Mstep: Class 35 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237824.000000 Penalty: 75375.343750
Iteration 251Q: 35 clusters Score -1.022378e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9816 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88458 members 
Mstep: Class 5 contains 31488 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 3668 members 
Mstep: Class 8 contains 76445 members 
Mstep: Class 9 contains 80314 members 
Mstep: Class 10 contains 9656 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8492 members 
Mstep: Class 13 contains 37076 members 
Mstep: Class 14 contains 19787 members 
Mstep: Class 15 contains 76341 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 53180 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 89986 members 
Mstep: Class 23 contains 80399 members 
Mstep: Class 24 contains 2128 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5576 members 
Mstep: Class 27 contains 34956 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 619 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9689 members 
Mstep: Class 34 contains 88022 members 
Mstep: Class 35 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237864.000000 Penalty: 75375.343750
Iteration 252Q: 35 clusters Score -1.022379e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88450 members 
Mstep: Class 5 contains 31520 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 76129 members 
Mstep: Class 9 contains 80308 members 
Mstep: Class 10 contains 9655 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8499 members 
Mstep: Class 13 contains 37021 members 
Mstep: Class 14 contains 19800 members 
Mstep: Class 15 contains 76556 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12292 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 53189 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 90127 members 
Mstep: Class 23 contains 80379 members 
Mstep: Class 24 contains 2129 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5577 members 
Mstep: Class 27 contains 35036 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 621 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 9695 members 
Mstep: Class 34 contains 87924 members 
Mstep: Class 35 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237952.000000 Penalty: 75375.343750
Iteration 253Q: 35 clusters Score -1.02238e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88401 members 
Mstep: Class 5 contains 31552 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 75848 members 
Mstep: Class 9 contains 80327 members 
Mstep: Class 10 contains 9653 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8515 members 
Mstep: Class 13 contains 36970 members 
Mstep: Class 14 contains 19808 members 
Mstep: Class 15 contains 76742 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 53129 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 5315 members 
Mstep: Class 22 contains 90285 members 
Mstep: Class 23 contains 80348 members 
Mstep: Class 24 contains 2130 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5576 members 
Mstep: Class 27 contains 35124 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 621 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9698 members 
Mstep: Class 34 contains 87889 members 
Mstep: Class 35 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238168.000000 Penalty: 75375.343750
Iteration 254Q: 35 clusters Score -1.022382e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88388 members 
Mstep: Class 5 contains 31573 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 75555 members 
Mstep: Class 9 contains 80340 members 
Mstep: Class 10 contains 9657 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8526 members 
Mstep: Class 13 contains 36906 members 
Mstep: Class 14 contains 19810 members 
Mstep: Class 15 contains 76896 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 12289 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 53065 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 90426 members 
Mstep: Class 23 contains 80362 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 35237 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 621 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9695 members 
Mstep: Class 34 contains 87845 members 
Mstep: Class 35 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238000.000000 Penalty: 75375.343750
Iteration 255Q: 35 clusters Score -1.02238e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9824 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88350 members 
Mstep: Class 5 contains 31596 members 
Mstep: Class 6 contains 3345 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 75248 members 
Mstep: Class 9 contains 80363 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8539 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 19815 members 
Mstep: Class 15 contains 77056 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12289 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 53015 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 90586 members 
Mstep: Class 23 contains 80354 members 
Mstep: Class 24 contains 2130 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5576 members 
Mstep: Class 27 contains 35357 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 621 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9693 members 
Mstep: Class 34 contains 87787 members 
Mstep: Class 35 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238024.000000 Penalty: 75375.343750
Iteration 256Q: 35 clusters Score -1.02238e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9836 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88309 members 
Mstep: Class 5 contains 31597 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 3672 members 
Mstep: Class 8 contains 74957 members 
Mstep: Class 9 contains 80416 members 
Mstep: Class 10 contains 9658 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8556 members 
Mstep: Class 13 contains 36788 members 
Mstep: Class 14 contains 19823 members 
Mstep: Class 15 contains 77213 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12286 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52946 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5330 members 
Mstep: Class 22 contains 90751 members 
Mstep: Class 23 contains 80336 members 
Mstep: Class 24 contains 2129 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 35481 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 621 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9687 members 
Mstep: Class 34 contains 87744 members 
Mstep: Class 35 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238008.000000 Penalty: 75375.343750
Iteration 257Q: 35 clusters Score -1.02238e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88279 members 
Mstep: Class 5 contains 31602 members 
Mstep: Class 6 contains 3351 members 
Mstep: Class 7 contains 3676 members 
Mstep: Class 8 contains 74673 members 
Mstep: Class 9 contains 80457 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8567 members 
Mstep: Class 13 contains 36720 members 
Mstep: Class 14 contains 19834 members 
Mstep: Class 15 contains 77333 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12282 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52887 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5334 members 
Mstep: Class 22 contains 90939 members 
Mstep: Class 23 contains 80324 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 35607 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 621 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9689 members 
Mstep: Class 34 contains 87675 members 
Mstep: Class 35 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237984.000000 Penalty: 75375.343750
Iteration 258Q: 35 clusters Score -1.02238e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9873 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88259 members 
Mstep: Class 5 contains 31598 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 74367 members 
Mstep: Class 9 contains 80509 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 36671 members 
Mstep: Class 14 contains 19841 members 
Mstep: Class 15 contains 77467 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12274 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52797 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 91145 members 
Mstep: Class 23 contains 80296 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 35753 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 621 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9695 members 
Mstep: Class 34 contains 87593 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237928.000000 Penalty: 75375.343750
Iteration 259Q: 35 clusters Score -1.022379e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9914 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88267 members 
Mstep: Class 5 contains 31592 members 
Mstep: Class 6 contains 3351 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 74065 members 
Mstep: Class 9 contains 80593 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8581 members 
Mstep: Class 13 contains 36621 members 
Mstep: Class 14 contains 19838 members 
Mstep: Class 15 contains 77595 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12275 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52733 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 91332 members 
Mstep: Class 23 contains 80255 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 35866 members 
Mstep: Class 28 contains 1224 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 620 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9701 members 
Mstep: Class 34 contains 87482 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237880.000000 Penalty: 75375.343750
Iteration 260F: 35 clusters Score -1.022379e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9946 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88284 members 
Mstep: Class 5 contains 31589 members 
Mstep: Class 6 contains 3354 members 
Mstep: Class 7 contains 3671 members 
Mstep: Class 8 contains 73766 members 
Mstep: Class 9 contains 80697 members 
Mstep: Class 10 contains 9654 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8582 members 
Mstep: Class 13 contains 36573 members 
Mstep: Class 14 contains 19837 members 
Mstep: Class 15 contains 77729 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12274 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52691 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 91495 members 
Mstep: Class 23 contains 80197 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 35989 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9705 members 
Mstep: Class 34 contains 87358 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237552.000000 Penalty: 75375.343750
Iteration 261Q: 35 clusters Score -1.022376e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9969 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88316 members 
Mstep: Class 5 contains 31592 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 73450 members 
Mstep: Class 9 contains 80777 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8591 members 
Mstep: Class 13 contains 36518 members 
Mstep: Class 14 contains 19850 members 
Mstep: Class 15 contains 77837 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12272 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52641 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 91699 members 
Mstep: Class 23 contains 80164 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 36122 members 
Mstep: Class 28 contains 1226 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9708 members 
Mstep: Class 34 contains 87211 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237328.000000 Penalty: 75375.343750
Iteration 262Q: 35 clusters Score -1.022373e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9994 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88366 members 
Mstep: Class 5 contains 31596 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 73139 members 
Mstep: Class 9 contains 80886 members 
Mstep: Class 10 contains 9633 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8596 members 
Mstep: Class 13 contains 36457 members 
Mstep: Class 14 contains 19856 members 
Mstep: Class 15 contains 77957 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12270 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52611 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 91854 members 
Mstep: Class 23 contains 80109 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 36283 members 
Mstep: Class 28 contains 1226 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9712 members 
Mstep: Class 34 contains 87044 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237352.000000 Penalty: 75375.343750
Iteration 263Q: 35 clusters Score -1.022374e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10026 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88433 members 
Mstep: Class 5 contains 31604 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 3679 members 
Mstep: Class 8 contains 72787 members 
Mstep: Class 9 contains 80957 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8603 members 
Mstep: Class 13 contains 36401 members 
Mstep: Class 14 contains 19855 members 
Mstep: Class 15 contains 78101 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12266 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52577 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 92025 members 
Mstep: Class 23 contains 80062 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 36435 members 
Mstep: Class 28 contains 1226 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9717 members 
Mstep: Class 34 contains 86893 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237736.000000 Penalty: 75375.343750
Iteration 264Q: 35 clusters Score -1.022377e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10058 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88492 members 
Mstep: Class 5 contains 31612 members 
Mstep: Class 6 contains 3369 members 
Mstep: Class 7 contains 3681 members 
Mstep: Class 8 contains 72497 members 
Mstep: Class 9 contains 81017 members 
Mstep: Class 10 contains 9612 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8602 members 
Mstep: Class 13 contains 36315 members 
Mstep: Class 14 contains 19853 members 
Mstep: Class 15 contains 78245 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12264 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52529 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5328 members 
Mstep: Class 22 contains 92181 members 
Mstep: Class 23 contains 80015 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 36597 members 
Mstep: Class 28 contains 1226 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9724 members 
Mstep: Class 34 contains 86744 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237872.000000 Penalty: 75375.343750
Iteration 265Q: 35 clusters Score -1.022379e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10099 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88569 members 
Mstep: Class 5 contains 31601 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 72220 members 
Mstep: Class 9 contains 81087 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8613 members 
Mstep: Class 13 contains 36236 members 
Mstep: Class 14 contains 19843 members 
Mstep: Class 15 contains 78384 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12263 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52489 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 92302 members 
Mstep: Class 23 contains 79981 members 
Mstep: Class 24 contains 2125 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 36776 members 
Mstep: Class 28 contains 1226 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9731 members 
Mstep: Class 34 contains 86559 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238024.000000 Penalty: 75375.343750
Iteration 266Q: 35 clusters Score -1.02238e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10135 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88661 members 
Mstep: Class 5 contains 31595 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 3685 members 
Mstep: Class 8 contains 71919 members 
Mstep: Class 9 contains 81176 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8625 members 
Mstep: Class 13 contains 36167 members 
Mstep: Class 14 contains 19826 members 
Mstep: Class 15 contains 78496 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12265 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52429 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 92422 members 
Mstep: Class 23 contains 79964 members 
Mstep: Class 24 contains 2123 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 36955 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9733 members 
Mstep: Class 34 contains 86386 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237888.000000 Penalty: 75375.343750
Iteration 267Q: 35 clusters Score -1.022379e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88739 members 
Mstep: Class 5 contains 31592 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 3684 members 
Mstep: Class 8 contains 71639 members 
Mstep: Class 9 contains 81271 members 
Mstep: Class 10 contains 9605 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8635 members 
Mstep: Class 13 contains 36088 members 
Mstep: Class 14 contains 19809 members 
Mstep: Class 15 contains 78611 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12256 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52378 members 
Mstep: Class 20 contains 3305 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 92532 members 
Mstep: Class 23 contains 79939 members 
Mstep: Class 24 contains 2123 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 37172 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9732 members 
Mstep: Class 34 contains 86198 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237808.000000 Penalty: 75375.343750
Iteration 268Q: 35 clusters Score -1.022378e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10225 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88815 members 
Mstep: Class 5 contains 31603 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 71359 members 
Mstep: Class 9 contains 81355 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8641 members 
Mstep: Class 13 contains 36017 members 
Mstep: Class 14 contains 19787 members 
Mstep: Class 15 contains 78731 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12258 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 52353 members 
Mstep: Class 20 contains 3305 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 92621 members 
Mstep: Class 23 contains 79922 members 
Mstep: Class 24 contains 2121 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 37390 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9729 members 
Mstep: Class 34 contains 85963 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237608.000000 Penalty: 75375.343750
Iteration 269Q: 35 clusters Score -1.022376e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10260 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88930 members 
Mstep: Class 5 contains 31589 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 71080 members 
Mstep: Class 9 contains 81441 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8652 members 
Mstep: Class 13 contains 35944 members 
Mstep: Class 14 contains 19773 members 
Mstep: Class 15 contains 78855 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12255 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52286 members 
Mstep: Class 20 contains 3305 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 92694 members 
Mstep: Class 23 contains 79913 members 
Mstep: Class 24 contains 2120 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 37617 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9732 members 
Mstep: Class 34 contains 85744 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237384.000000 Penalty: 75375.343750
Iteration 270Q: 35 clusters Score -1.022374e+08 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89032 members 
Mstep: Class 5 contains 31593 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 3688 members 
Mstep: Class 8 contains 70850 members 
Mstep: Class 9 contains 81528 members 
Mstep: Class 10 contains 9596 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8656 members 
Mstep: Class 13 contains 35881 members 
Mstep: Class 14 contains 19764 members 
Mstep: Class 15 contains 78986 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12252 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52214 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 92723 members 
Mstep: Class 23 contains 79885 members 
Mstep: Class 24 contains 2118 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 37884 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9733 members 
Mstep: Class 34 contains 85480 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237624.000000 Penalty: 75375.343750
Iteration 271Q: 35 clusters Score -1.022376e+08 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10361 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89112 members 
Mstep: Class 5 contains 31595 members 
Mstep: Class 6 contains 3367 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 8 contains 70613 members 
Mstep: Class 9 contains 81645 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8668 members 
Mstep: Class 13 contains 35817 members 
Mstep: Class 14 contains 19738 members 
Mstep: Class 15 contains 79128 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12248 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52180 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 92749 members 
Mstep: Class 23 contains 79853 members 
Mstep: Class 24 contains 2118 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 38210 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9735 members 
Mstep: Class 34 contains 85110 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237512.000000 Penalty: 75375.343750
Iteration 272Q: 35 clusters Score -1.022375e+08 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89168 members 
Mstep: Class 5 contains 31593 members 
Mstep: Class 6 contains 3371 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 70365 members 
Mstep: Class 9 contains 81720 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 35758 members 
Mstep: Class 14 contains 19731 members 
Mstep: Class 15 contains 79237 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12245 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52134 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 92827 members 
Mstep: Class 23 contains 79855 members 
Mstep: Class 24 contains 2116 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 38568 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9736 members 
Mstep: Class 34 contains 84725 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237456.000000 Penalty: 75375.343750
Iteration 273Q: 35 clusters Score -1.022375e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10457 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89212 members 
Mstep: Class 5 contains 31615 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 3702 members 
Mstep: Class 8 contains 70155 members 
Mstep: Class 9 contains 81841 members 
Mstep: Class 10 contains 9604 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8692 members 
Mstep: Class 13 contains 35702 members 
Mstep: Class 14 contains 19714 members 
Mstep: Class 15 contains 79366 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12234 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52141 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 92836 members 
Mstep: Class 23 contains 79826 members 
Mstep: Class 24 contains 2115 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 38964 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9740 members 
Mstep: Class 34 contains 84250 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237456.000000 Penalty: 75375.343750
Iteration 274Q: 35 clusters Score -1.022375e+08 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89282 members 
Mstep: Class 5 contains 31636 members 
Mstep: Class 6 contains 3381 members 
Mstep: Class 7 contains 3701 members 
Mstep: Class 8 contains 69937 members 
Mstep: Class 9 contains 81978 members 
Mstep: Class 10 contains 9601 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8709 members 
Mstep: Class 13 contains 35647 members 
Mstep: Class 14 contains 19694 members 
Mstep: Class 15 contains 79457 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12226 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52165 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 92846 members 
Mstep: Class 23 contains 79825 members 
Mstep: Class 24 contains 2116 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 39414 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 34 contains 83690 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236576.000000 Penalty: 75375.343750
Iteration 275Q: 35 clusters Score -1.022366e+08 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10537 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89365 members 
Mstep: Class 5 contains 31645 members 
Mstep: Class 6 contains 3381 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 69712 members 
Mstep: Class 9 contains 82125 members 
Mstep: Class 10 contains 9595 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8729 members 
Mstep: Class 13 contains 35600 members 
Mstep: Class 14 contains 19676 members 
Mstep: Class 15 contains 79522 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52183 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 92862 members 
Mstep: Class 23 contains 79839 members 
Mstep: Class 24 contains 2115 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 39954 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9747 members 
Mstep: Class 34 contains 83036 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236192.000000 Penalty: 75375.343750
Iteration 276Q: 35 clusters Score -1.022362e+08 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89436 members 
Mstep: Class 5 contains 31622 members 
Mstep: Class 6 contains 3378 members 
Mstep: Class 7 contains 3700 members 
Mstep: Class 8 contains 69466 members 
Mstep: Class 9 contains 82266 members 
Mstep: Class 10 contains 9587 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 35566 members 
Mstep: Class 14 contains 19651 members 
Mstep: Class 15 contains 79599 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12221 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52246 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5303 members 
Mstep: Class 22 contains 92928 members 
Mstep: Class 23 contains 79855 members 
Mstep: Class 24 contains 2116 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 40547 members 
Mstep: Class 28 contains 1228 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 34 contains 82319 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235352.000000 Penalty: 75375.343750
Iteration 277Q: 35 clusters Score -1.022354e+08 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10602 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89485 members 
Mstep: Class 5 contains 31603 members 
Mstep: Class 6 contains 3375 members 
Mstep: Class 7 contains 3701 members 
Mstep: Class 8 contains 69200 members 
Mstep: Class 9 contains 82394 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8756 members 
Mstep: Class 13 contains 35519 members 
Mstep: Class 14 contains 19626 members 
Mstep: Class 15 contains 79705 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12216 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52348 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 5293 members 
Mstep: Class 22 contains 93023 members 
Mstep: Class 23 contains 79858 members 
Mstep: Class 24 contains 2115 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 5570 members 
Mstep: Class 27 contains 41272 members 
Mstep: Class 28 contains 1228 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9738 members 
Mstep: Class 34 contains 81451 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234320.000000 Penalty: 75375.343750
Iteration 278Q: 35 clusters Score -1.022343e+08 nChanged 3868
Entering ConstructFrom: 
Score: -102234320.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -41077.011719 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -41077.01 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 204 members 
Entering Unmasked Estep 
Score: -40151.363281 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -40151.36 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40324.593750 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -40324.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40402.941406 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -40402.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40429.773438 Penalty: 1958.406494
	Iteration 3Q: 3 clusters Score -40429.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40431.062500 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -40431.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40432.675781 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -40432.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40433.414062 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -40433.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40433.414062 Penalty: 1958.406494
	Iteration 7F: 3 clusters Score -40433.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Entering Unmasked Estep 
Score: -1320095.000000 Penalty: 1507.005249
	Iteration 0F: 2 clusters Score -1320095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1312499.375000 Penalty: 3014.010498
	Iteration 0F: 3 clusters Score -1312499 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1314955.125000 Penalty: 3014.010498
	Iteration 1F: 3 clusters Score -1314955 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1315147.125000 Penalty: 3014.010498
	Iteration 2F: 3 clusters Score -1315147 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1315298.750000 Penalty: 3014.010498
	Iteration 3Q: 3 clusters Score -1315299 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1315422.125000 Penalty: 3014.010498
	Iteration 4Q: 3 clusters Score -1315422 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1315531.875000 Penalty: 3014.010498
	Iteration 5Q: 3 clusters Score -1315532 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1315642.625000 Penalty: 3014.010498
	Iteration 6Q: 3 clusters Score -1315643 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1315768.750000 Penalty: 3014.010498
	Iteration 7Q: 3 clusters Score -1315769 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1315908.000000 Penalty: 3014.010498
	Iteration 8Q: 3 clusters Score -1315908 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1316089.500000 Penalty: 3014.010498
	Iteration 9Q: 3 clusters Score -1316090 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1316327.125000 Penalty: 3014.010498
	Iteration 10Q: 3 clusters Score -1316327 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1316689.250000 Penalty: 3014.010498
	Iteration 11F: 3 clusters Score -1316689 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1317109.500000 Penalty: 3014.010498
	Iteration 12F: 3 clusters Score -1317110 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1317590.000000 Penalty: 3014.010498
	Iteration 13F: 3 clusters Score -1317590 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1318029.250000 Penalty: 3014.010498
	Iteration 14Q: 3 clusters Score -1318029 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1318345.875000 Penalty: 3014.010498
	Iteration 15Q: 3 clusters Score -1318346 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1318545.875000 Penalty: 3014.010498
	Iteration 16Q: 3 clusters Score -1318546 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1318639.375000 Penalty: 3014.010498
	Iteration 17Q: 3 clusters Score -1318639 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1318687.375000 Penalty: 3014.010498
	Iteration 18Q: 3 clusters Score -1318687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1318724.375000 Penalty: 3014.010498
	Iteration 19Q: 3 clusters Score -1318724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1318740.375000 Penalty: 3014.010498
	Iteration 20F: 3 clusters Score -1318740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1318757.250000 Penalty: 3014.010498
	Iteration 21Q: 3 clusters Score -1318757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1318765.375000 Penalty: 3014.010498
	Iteration 22Q: 3 clusters Score -1318765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1318764.750000 Penalty: 3014.010498
	Iteration 23Q: 3 clusters Score -1318765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1318766.375000 Penalty: 3014.010498
	Iteration 24Q: 3 clusters Score -1318766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1318766.375000 Penalty: 3014.010498
	Iteration 25F: 3 clusters Score -1318766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -39657.300781 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -39657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38748.164062 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -38748.16 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39057.066406 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -39057.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39359.738281 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -39359.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39570.269531 Penalty: 1960.753052
	Iteration 3F: 3 clusters Score -39570.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39683.171875 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -39683.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39729.121094 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -39729.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39756.699219 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -39756.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39803.527344 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -39803.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39822.875000 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -39822.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39828.785156 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -39828.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -39843.722656 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -39843.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39853.679688 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -39853.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39877.640625 Penalty: 1960.753052
	Iteration 12Q: 3 clusters Score -39877.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39877.640625 Penalty: 1960.753052
	Iteration 13F: 3 clusters Score -39877.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10656 members 
Mstep: Class 3 contains 150 members 
Mstep: Class 4 contains 89566 members 
Mstep: Class 5 contains 31592 members 
Mstep: Class 6 contains 3382 members 
Mstep: Class 7 contains 3699 members 
Mstep: Class 8 contains 68941 members 
Mstep: Class 9 contains 82498 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 35472 members 
Mstep: Class 14 contains 19606 members 
Mstep: Class 15 contains 79795 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12210 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52484 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 5296 members 
Mstep: Class 22 contains 93105 members 
Mstep: Class 23 contains 79865 members 
Mstep: Class 24 contains 2114 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 42090 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9743 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 80391 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
Score: -102232544.000000 Penalty: 77592.265625
Splitting cluster 3 changes total score from -102234320.000000 to -102232544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (89566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89566 members 
Entering Unmasked Estep 
Score: -11019315.000000 Penalty: 1852.943726
	Iteration 0F: 2 clusters Score -1.101932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -10959972.000000 Penalty: 3705.887451
	Iteration 0F: 3 clusters Score -1.095997e+07 nChanged 42674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -10984353.000000 Penalty: 3705.887451
	Iteration 1F: 3 clusters Score -1.098435e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -10984836.000000 Penalty: 3705.887451
	Iteration 2Q: 3 clusters Score -1.098484e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -10985338.000000 Penalty: 3705.887451
	Iteration 3Q: 3 clusters Score -1.098534e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -10985749.000000 Penalty: 3705.887451
	Iteration 4Q: 3 clusters Score -1.098575e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -10986147.000000 Penalty: 3705.887451
	Iteration 5Q: 3 clusters Score -1.098615e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -10986828.000000 Penalty: 3705.887451
	Iteration 6Q: 3 clusters Score -1.098683e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -10988021.000000 Penalty: 3705.887451
	Iteration 7Q: 3 clusters Score -1.098802e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -10989974.000000 Penalty: 3705.887451
	Iteration 8Q: 3 clusters Score -1.098997e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -10993402.000000 Penalty: 3705.887451
	Iteration 9F: 3 clusters Score -1.09934e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -10998681.000000 Penalty: 3705.887451
	Iteration 10F: 3 clusters Score -1.099868e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -11005285.000000 Penalty: 3705.887451
	Iteration 11F: 3 clusters Score -1.100528e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 82313 members 
Entering Unmasked Estep 
Score: -11011206.000000 Penalty: 3705.887451
	Iteration 12F: 3 clusters Score -1.101121e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 86219 members 
Entering Unmasked Estep 
Score: -11015086.000000 Penalty: 3705.887451
	Iteration 13Q: 3 clusters Score -1.101509e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -11016677.000000 Penalty: 3705.887451
	Iteration 14Q: 3 clusters Score -1.101668e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -11017250.000000 Penalty: 3705.887451
	Iteration 15Q: 3 clusters Score -1.101725e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 89138 members 
Entering Unmasked Estep 
Score: -11017477.000000 Penalty: 3705.887451
	Iteration 16Q: 3 clusters Score -1.101748e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -11017550.000000 Penalty: 3705.887451
	Iteration 17Q: 3 clusters Score -1.101755e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -11017587.000000 Penalty: 3705.887451
	Iteration 18Q: 3 clusters Score -1.101759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -11017607.000000 Penalty: 3705.887451
	Iteration 19Q: 3 clusters Score -1.101761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -11017622.000000 Penalty: 3705.887451
	Iteration 20F: 3 clusters Score -1.101762e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -11017653.000000 Penalty: 3705.887451
	Iteration 21Q: 3 clusters Score -1.101765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -11017655.000000 Penalty: 3705.887451
	Iteration 22Q: 3 clusters Score -1.101766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -11017658.000000 Penalty: 3705.887451
	Iteration 23Q: 3 clusters Score -1.101766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -11017670.000000 Penalty: 3705.887451
	Iteration 24Q: 3 clusters Score -1.101767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -11017667.000000 Penalty: 3705.887451
	Iteration 25Q: 3 clusters Score -1.101767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -11017686.000000 Penalty: 3705.887451
	Iteration 26Q: 3 clusters Score -1.101769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -11017682.000000 Penalty: 3705.887451
	Iteration 27Q: 3 clusters Score -1.101768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 89346 members 
Entering Unmasked Estep 
Score: -11017690.000000 Penalty: 3705.887451
	Iteration 28Q: 3 clusters Score -1.101769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 89346 members 
Entering Unmasked Estep 
Score: -11017690.000000 Penalty: 3705.887451
	Iteration 29F: 3 clusters Score -1.101769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Entering Unmasked Estep 
Score: -3902117.500000 Penalty: 1683.607178
	Iteration 0F: 2 clusters Score -3902118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3880903.750000 Penalty: 3367.214355
	Iteration 0F: 3 clusters Score -3880904 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3889059.000000 Penalty: 3367.214355
	Iteration 1F: 3 clusters Score -3889059 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3889634.250000 Penalty: 3367.214355
	Iteration 2Q: 3 clusters Score -3889634 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3890399.250000 Penalty: 3367.214355
	Iteration 3F: 3 clusters Score -3890399 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3891372.500000 Penalty: 3367.214355
	Iteration 4F: 3 clusters Score -3891372 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3892507.500000 Penalty: 3367.214355
	Iteration 5F: 3 clusters Score -3892508 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3894039.500000 Penalty: 3367.214355
	Iteration 6F: 3 clusters Score -3894040 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3895535.500000 Penalty: 3367.214355
	Iteration 7F: 3 clusters Score -3895536 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3896749.000000 Penalty: 3367.214355
	Iteration 8F: 3 clusters Score -3896749 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -3897400.500000 Penalty: 3367.214355
	Iteration 9Q: 3 clusters Score -3897400 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3897791.750000 Penalty: 3367.214355
	Iteration 10Q: 3 clusters Score -3897792 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3898039.500000 Penalty: 3367.214355
	Iteration 11Q: 3 clusters Score -3898040 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3898290.750000 Penalty: 3367.214355
	Iteration 12Q: 3 clusters Score -3898291 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3898514.000000 Penalty: 3367.214355
	Iteration 13Q: 3 clusters Score -3898514 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3898696.250000 Penalty: 3367.214355
	Iteration 14Q: 3 clusters Score -3898696 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3898891.500000 Penalty: 3367.214355
	Iteration 15Q: 3 clusters Score -3898892 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3899086.750000 Penalty: 3367.214355
	Iteration 16Q: 3 clusters Score -3899087 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3899242.500000 Penalty: 3367.214355
	Iteration 17Q: 3 clusters Score -3899242 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3899382.500000 Penalty: 3367.214355
	Iteration 18Q: 3 clusters Score -3899382 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3899496.000000 Penalty: 3367.214355
	Iteration 19Q: 3 clusters Score -3899496 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3899599.750000 Penalty: 3367.214355
	Iteration 20F: 3 clusters Score -3899600 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3899722.250000 Penalty: 3367.214355
	Iteration 21Q: 3 clusters Score -3899722 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3899785.000000 Penalty: 3367.214355
	Iteration 22Q: 3 clusters Score -3899785 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3899852.750000 Penalty: 3367.214355
	Iteration 23Q: 3 clusters Score -3899853 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3899916.750000 Penalty: 3367.214355
	Iteration 24Q: 3 clusters Score -3899917 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3899987.250000 Penalty: 3367.214355
	Iteration 25Q: 3 clusters Score -3899987 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3900029.250000 Penalty: 3367.214355
	Iteration 26Q: 3 clusters Score -3900029 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3900076.000000 Penalty: 3367.214355
	Iteration 27Q: 3 clusters Score -3900076 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3900106.000000 Penalty: 3367.214355
	Iteration 28Q: 3 clusters Score -3900106 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3900156.750000 Penalty: 3367.214355
	Iteration 29Q: 3 clusters Score -3900157 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3900177.500000 Penalty: 3367.214355
	Iteration 30Q: 3 clusters Score -3900178 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3900198.750000 Penalty: 3367.214355
	Iteration 31Q: 3 clusters Score -3900199 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3900218.750000 Penalty: 3367.214355
	Iteration 32Q: 3 clusters Score -3900219 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3900248.000000 Penalty: 3367.214355
	Iteration 33Q: 3 clusters Score -3900248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3900278.500000 Penalty: 3367.214355
	Iteration 34Q: 3 clusters Score -3900278 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3900297.250000 Penalty: 3367.214355
	Iteration 35Q: 3 clusters Score -3900297 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3900313.250000 Penalty: 3367.214355
	Iteration 36Q: 3 clusters Score -3900313 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3900343.250000 Penalty: 3367.214355
	Iteration 37Q: 3 clusters Score -3900343 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3900350.500000 Penalty: 3367.214355
	Iteration 38Q: 3 clusters Score -3900350 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3900364.500000 Penalty: 3367.214355
	Iteration 39Q: 3 clusters Score -3900364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3900378.750000 Penalty: 3367.214355
	Iteration 40F: 3 clusters Score -3900379 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3900401.500000 Penalty: 3367.214355
	Iteration 41Q: 3 clusters Score -3900402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3900411.000000 Penalty: 3367.214355
	Iteration 42Q: 3 clusters Score -3900411 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3900432.000000 Penalty: 3367.214355
	Iteration 43Q: 3 clusters Score -3900432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3900434.750000 Penalty: 3367.214355
	Iteration 44Q: 3 clusters Score -3900435 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3900437.500000 Penalty: 3367.214355
	Iteration 45Q: 3 clusters Score -3900438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3900439.750000 Penalty: 3367.214355
	Iteration 46Q: 3 clusters Score -3900440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3900455.500000 Penalty: 3367.214355
	Iteration 47Q: 3 clusters Score -3900456 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3900462.500000 Penalty: 3367.214355
	Iteration 48Q: 3 clusters Score -3900462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3900477.250000 Penalty: 3367.214355
	Iteration 49Q: 3 clusters Score -3900477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3900480.000000 Penalty: 3367.214355
	Iteration 50Q: 3 clusters Score -3900480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3900482.000000 Penalty: 3367.214355
	Iteration 51Q: 3 clusters Score -3900482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3900486.250000 Penalty: 3367.214355
	Iteration 52Q: 3 clusters Score -3900486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3900501.750000 Penalty: 3367.214355
	Iteration 53Q: 3 clusters Score -3900502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3900514.500000 Penalty: 3367.214355
	Iteration 54Q: 3 clusters Score -3900514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3900536.000000 Penalty: 3367.214355
	Iteration 55Q: 3 clusters Score -3900536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3900548.500000 Penalty: 3367.214355
	Iteration 56Q: 3 clusters Score -3900548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3900554.500000 Penalty: 3367.214355
	Iteration 57Q: 3 clusters Score -3900554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -3900561.250000 Penalty: 3367.214355
	Iteration 58Q: 3 clusters Score -3900561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3900568.750000 Penalty: 3367.214355
	Iteration 59Q: 3 clusters Score -3900569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3900576.500000 Penalty: 3367.214355
	Iteration 60F: 3 clusters Score -3900576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3900584.750000 Penalty: 3367.214355
	Iteration 61Q: 3 clusters Score -3900585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3900579.000000 Penalty: 3367.214355
	Iteration 62Q: 3 clusters Score -3900579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3900585.750000 Penalty: 3367.214355
	Iteration 63Q: 3 clusters Score -3900586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3900592.750000 Penalty: 3367.214355
	Iteration 64Q: 3 clusters Score -3900593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3900597.000000 Penalty: 3367.214355
	Iteration 65Q: 3 clusters Score -3900597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3900595.250000 Penalty: 3367.214355
	Iteration 66Q: 3 clusters Score -3900595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3900596.250000 Penalty: 3367.214355
	Iteration 67Q: 3 clusters Score -3900596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3900602.750000 Penalty: 3367.214355
	Iteration 68Q: 3 clusters Score -3900603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3900607.000000 Penalty: 3367.214355
	Iteration 69Q: 3 clusters Score -3900607 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -3900632.500000 Penalty: 3367.214355
	Iteration 70Q: 3 clusters Score -3900632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3900629.250000 Penalty: 3367.214355
	Iteration 71Q: 3 clusters Score -3900629 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3900632.250000 Penalty: 3367.214355
	Iteration 72Q: 3 clusters Score -3900632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3900635.750000 Penalty: 3367.214355
	Iteration 73Q: 3 clusters Score -3900636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3900641.000000 Penalty: 3367.214355
	Iteration 74Q: 3 clusters Score -3900641 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3900657.500000 Penalty: 3367.214355
	Iteration 75Q: 3 clusters Score -3900658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3900682.500000 Penalty: 3367.214355
	Iteration 76Q: 3 clusters Score -3900682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3900703.500000 Penalty: 3367.214355
	Iteration 77Q: 3 clusters Score -3900704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3900712.250000 Penalty: 3367.214355
	Iteration 78Q: 3 clusters Score -3900712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3900717.000000 Penalty: 3367.214355
	Iteration 79Q: 3 clusters Score -3900717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3900726.250000 Penalty: 3367.214355
	Iteration 80F: 3 clusters Score -3900726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -3900732.250000 Penalty: 3367.214355
	Iteration 81Q: 3 clusters Score -3900732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3900737.500000 Penalty: 3367.214355
	Iteration 82Q: 3 clusters Score -3900738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -3900746.250000 Penalty: 3367.214355
	Iteration 83Q: 3 clusters Score -3900746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -3900755.500000 Penalty: 3367.214355
	Iteration 84Q: 3 clusters Score -3900756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -3900764.500000 Penalty: 3367.214355
	Iteration 85Q: 3 clusters Score -3900764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3900764.500000 Penalty: 3367.214355
	Iteration 86Q: 3 clusters Score -3900764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3900777.500000 Penalty: 3367.214355
	Iteration 87Q: 3 clusters Score -3900778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3900779.750000 Penalty: 3367.214355
	Iteration 88Q: 3 clusters Score -3900780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -3900803.750000 Penalty: 3367.214355
	Iteration 89Q: 3 clusters Score -3900804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3900804.250000 Penalty: 3367.214355
	Iteration 90Q: 3 clusters Score -3900804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -3900815.500000 Penalty: 3367.214355
	Iteration 91Q: 3 clusters Score -3900816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3900829.500000 Penalty: 3367.214355
	Iteration 92Q: 3 clusters Score -3900830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3900829.250000 Penalty: 3367.214355
	Iteration 93Q: 3 clusters Score -3900829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3900839.500000 Penalty: 3367.214355
	Iteration 94Q: 3 clusters Score -3900840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3900858.000000 Penalty: 3367.214355
	Iteration 95Q: 3 clusters Score -3900858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3900864.250000 Penalty: 3367.214355
	Iteration 96Q: 3 clusters Score -3900864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3900870.250000 Penalty: 3367.214355
	Iteration 97Q: 3 clusters Score -3900870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -3900883.750000 Penalty: 3367.214355
	Iteration 98Q: 3 clusters Score -3900884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3900896.750000 Penalty: 3367.214355
	Iteration 99Q: 3 clusters Score -3900897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -3900895.000000 Penalty: 3367.214355
	Iteration 100F: 3 clusters Score -3900895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -3900904.000000 Penalty: 3367.214355
	Iteration 101Q: 3 clusters Score -3900904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3900912.750000 Penalty: 3367.214355
	Iteration 102Q: 3 clusters Score -3900913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -3900917.000000 Penalty: 3367.214355
	Iteration 103Q: 3 clusters Score -3900917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3900917.000000 Penalty: 3367.214355
	Iteration 104Q: 3 clusters Score -3900917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -3900923.250000 Penalty: 3367.214355
	Iteration 105Q: 3 clusters Score -3900923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3900930.000000 Penalty: 3367.214355
	Iteration 106Q: 3 clusters Score -3900930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3900937.250000 Penalty: 3367.214355
	Iteration 107Q: 3 clusters Score -3900937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3900942.750000 Penalty: 3367.214355
	Iteration 108Q: 3 clusters Score -3900943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3900951.750000 Penalty: 3367.214355
	Iteration 109Q: 3 clusters Score -3900952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3900946.750000 Penalty: 3367.214355
	Iteration 110Q: 3 clusters Score -3900947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -3900949.750000 Penalty: 3367.214355
	Iteration 111Q: 3 clusters Score -3900950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3900946.250000 Penalty: 3367.214355
	Iteration 112Q: 3 clusters Score -3900946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3900950.750000 Penalty: 3367.214355
	Iteration 113Q: 3 clusters Score -3900951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3900953.500000 Penalty: 3367.214355
	Iteration 114Q: 3 clusters Score -3900954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3900954.000000 Penalty: 3367.214355
	Iteration 115Q: 3 clusters Score -3900954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3900956.250000 Penalty: 3367.214355
	Iteration 116Q: 3 clusters Score -3900956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -3900957.000000 Penalty: 3367.214355
	Iteration 117Q: 3 clusters Score -3900957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -3900954.250000 Penalty: 3367.214355
	Iteration 118Q: 3 clusters Score -3900954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3900957.750000 Penalty: 3367.214355
	Iteration 119Q: 3 clusters Score -3900958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3900956.500000 Penalty: 3367.214355
	Iteration 120F: 3 clusters Score -3900956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3900959.000000 Penalty: 3367.214355
	Iteration 121Q: 3 clusters Score -3900959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -3900952.000000 Penalty: 3367.214355
	Iteration 122Q: 3 clusters Score -3900952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3900952.750000 Penalty: 3367.214355
	Iteration 123Q: 3 clusters Score -3900953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -3900958.750000 Penalty: 3367.214355
	Iteration 124Q: 3 clusters Score -3900959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3900963.000000 Penalty: 3367.214355
	Iteration 125Q: 3 clusters Score -3900963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -3900960.000000 Penalty: 3367.214355
	Iteration 126Q: 3 clusters Score -3900960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3900963.500000 Penalty: 3367.214355
	Iteration 127Q: 3 clusters Score -3900964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3900970.000000 Penalty: 3367.214355
	Iteration 128Q: 3 clusters Score -3900970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3900972.000000 Penalty: 3367.214355
	Iteration 129Q: 3 clusters Score -3900972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3900980.000000 Penalty: 3367.214355
	Iteration 130Q: 3 clusters Score -3900980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3900983.000000 Penalty: 3367.214355
	Iteration 131Q: 3 clusters Score -3900983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3900982.750000 Penalty: 3367.214355
	Iteration 132Q: 3 clusters Score -3900983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3900987.500000 Penalty: 3367.214355
	Iteration 133Q: 3 clusters Score -3900988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3900988.500000 Penalty: 3367.214355
	Iteration 134Q: 3 clusters Score -3900988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -3900987.250000 Penalty: 3367.214355
	Iteration 135Q: 3 clusters Score -3900987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3900987.750000 Penalty: 3367.214355
	Iteration 136Q: 3 clusters Score -3900988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3900987.750000 Penalty: 3367.214355
	Iteration 137F: 3 clusters Score -3900988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -395204.812500 Penalty: 1320.511230
	Iteration 0F: 2 clusters Score -395204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -392260.562500 Penalty: 2641.022461
	Iteration 0F: 3 clusters Score -392260.6 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -393085.093750 Penalty: 2641.022461
	Iteration 1F: 3 clusters Score -393085.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -393304.187500 Penalty: 2641.022461
	Iteration 2F: 3 clusters Score -393304.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -393468.718750 Penalty: 2641.022461
	Iteration 3F: 3 clusters Score -393468.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -393613.093750 Penalty: 2641.022461
	Iteration 4F: 3 clusters Score -393613.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -393719.062500 Penalty: 2641.022461
	Iteration 5Q: 3 clusters Score -393719.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -393825.000000 Penalty: 2641.022461
	Iteration 6Q: 3 clusters Score -393825 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -393927.437500 Penalty: 2641.022461
	Iteration 7Q: 3 clusters Score -393927.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -394046.218750 Penalty: 2641.022461
	Iteration 8Q: 3 clusters Score -394046.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -394167.125000 Penalty: 2641.022461
	Iteration 9Q: 3 clusters Score -394167.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -394280.125000 Penalty: 2641.022461
	Iteration 10Q: 3 clusters Score -394280.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -394387.781250 Penalty: 2641.022461
	Iteration 11Q: 3 clusters Score -394387.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -394522.812500 Penalty: 2641.022461
	Iteration 12Q: 3 clusters Score -394522.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -394641.718750 Penalty: 2641.022461
	Iteration 13Q: 3 clusters Score -394641.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -394706.781250 Penalty: 2641.022461
	Iteration 14Q: 3 clusters Score -394706.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -394749.968750 Penalty: 2641.022461
	Iteration 15Q: 3 clusters Score -394750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -394785.781250 Penalty: 2641.022461
	Iteration 16Q: 3 clusters Score -394785.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -394803.906250 Penalty: 2641.022461
	Iteration 17Q: 3 clusters Score -394803.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -394814.437500 Penalty: 2641.022461
	Iteration 18Q: 3 clusters Score -394814.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -394822.812500 Penalty: 2641.022461
	Iteration 19Q: 3 clusters Score -394822.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -394828.593750 Penalty: 2641.022461
	Iteration 20F: 3 clusters Score -394828.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -394834.218750 Penalty: 2641.022461
	Iteration 21Q: 3 clusters Score -394834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -394840.250000 Penalty: 2641.022461
	Iteration 22Q: 3 clusters Score -394840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -394842.562500 Penalty: 2641.022461
	Iteration 23Q: 3 clusters Score -394842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -394842.562500 Penalty: 2641.022461
	Iteration 24Q: 3 clusters Score -394842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -394842.562500 Penalty: 2641.022461
	Iteration 25F: 3 clusters Score -394842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Entering Unmasked Estep 
Score: -431721.000000 Penalty: 1335.070312
	Iteration 0F: 2 clusters Score -431721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -428603.656250 Penalty: 2670.140625
	Iteration 0F: 3 clusters Score -428603.7 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -429424.312500 Penalty: 2670.140625
	Iteration 1F: 3 clusters Score -429424.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -429603.375000 Penalty: 2670.140625
	Iteration 2F: 3 clusters Score -429603.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -429726.312500 Penalty: 2670.140625
	Iteration 3F: 3 clusters Score -429726.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -429803.843750 Penalty: 2670.140625
	Iteration 4Q: 3 clusters Score -429803.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -429862.968750 Penalty: 2670.140625
	Iteration 5Q: 3 clusters Score -429863 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -429916.031250 Penalty: 2670.140625
	Iteration 6Q: 3 clusters Score -429916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -429958.000000 Penalty: 2670.140625
	Iteration 7Q: 3 clusters Score -429958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -430004.125000 Penalty: 2670.140625
	Iteration 8Q: 3 clusters Score -430004.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -430043.625000 Penalty: 2670.140625
	Iteration 9Q: 3 clusters Score -430043.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -430078.531250 Penalty: 2670.140625
	Iteration 10Q: 3 clusters Score -430078.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -430111.781250 Penalty: 2670.140625
	Iteration 11Q: 3 clusters Score -430111.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -430146.843750 Penalty: 2670.140625
	Iteration 12Q: 3 clusters Score -430146.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -430188.968750 Penalty: 2670.140625
	Iteration 13Q: 3 clusters Score -430189 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -430222.125000 Penalty: 2670.140625
	Iteration 14Q: 3 clusters Score -430222.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -430257.312500 Penalty: 2670.140625
	Iteration 15Q: 3 clusters Score -430257.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -430285.656250 Penalty: 2670.140625
	Iteration 16Q: 3 clusters Score -430285.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -430309.656250 Penalty: 2670.140625
	Iteration 17Q: 3 clusters Score -430309.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -430329.593750 Penalty: 2670.140625
	Iteration 18Q: 3 clusters Score -430329.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -430340.718750 Penalty: 2670.140625
	Iteration 19Q: 3 clusters Score -430340.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -430351.687500 Penalty: 2670.140625
	Iteration 20F: 3 clusters Score -430351.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -430358.250000 Penalty: 2670.140625
	Iteration 21Q: 3 clusters Score -430358.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -430367.906250 Penalty: 2670.140625
	Iteration 22Q: 3 clusters Score -430367.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -430374.218750 Penalty: 2670.140625
	Iteration 23Q: 3 clusters Score -430374.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -430383.687500 Penalty: 2670.140625
	Iteration 24Q: 3 clusters Score -430383.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -430389.906250 Penalty: 2670.140625
	Iteration 25Q: 3 clusters Score -430389.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -430395.906250 Penalty: 2670.140625
	Iteration 26Q: 3 clusters Score -430395.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -430403.250000 Penalty: 2670.140625
	Iteration 27Q: 3 clusters Score -430403.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -430407.906250 Penalty: 2670.140625
	Iteration 28Q: 3 clusters Score -430407.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -430413.343750 Penalty: 2670.140625
	Iteration 29Q: 3 clusters Score -430413.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -430416.750000 Penalty: 2670.140625
	Iteration 30Q: 3 clusters Score -430416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -430419.000000 Penalty: 2670.140625
	Iteration 31Q: 3 clusters Score -430419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -430422.062500 Penalty: 2670.140625
	Iteration 32Q: 3 clusters Score -430422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -430424.406250 Penalty: 2670.140625
	Iteration 33Q: 3 clusters Score -430424.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -430428.250000 Penalty: 2670.140625
	Iteration 34Q: 3 clusters Score -430428.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -430432.906250 Penalty: 2670.140625
	Iteration 35Q: 3 clusters Score -430432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -430436.281250 Penalty: 2670.140625
	Iteration 36Q: 3 clusters Score -430436.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -430439.250000 Penalty: 2670.140625
	Iteration 37Q: 3 clusters Score -430439.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -430442.625000 Penalty: 2670.140625
	Iteration 38Q: 3 clusters Score -430442.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -430447.656250 Penalty: 2670.140625
	Iteration 39Q: 3 clusters Score -430447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -430450.937500 Penalty: 2670.140625
	Iteration 40F: 3 clusters Score -430450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -430454.937500 Penalty: 2670.140625
	Iteration 41Q: 3 clusters Score -430454.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -430457.843750 Penalty: 2670.140625
	Iteration 42Q: 3 clusters Score -430457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -430460.906250 Penalty: 2670.140625
	Iteration 43Q: 3 clusters Score -430460.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -430467.000000 Penalty: 2670.140625
	Iteration 44Q: 3 clusters Score -430467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -430470.562500 Penalty: 2670.140625
	Iteration 45Q: 3 clusters Score -430470.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -430475.062500 Penalty: 2670.140625
	Iteration 46Q: 3 clusters Score -430475.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -430476.843750 Penalty: 2670.140625
	Iteration 47Q: 3 clusters Score -430476.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -430481.406250 Penalty: 2670.140625
	Iteration 48Q: 3 clusters Score -430481.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -430487.843750 Penalty: 2670.140625
	Iteration 49Q: 3 clusters Score -430487.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -430491.687500 Penalty: 2670.140625
	Iteration 50Q: 3 clusters Score -430491.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -430492.968750 Penalty: 2670.140625
	Iteration 51Q: 3 clusters Score -430493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -430493.906250 Penalty: 2670.140625
	Iteration 52Q: 3 clusters Score -430493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -430493.593750 Penalty: 2670.140625
	Iteration 53Q: 3 clusters Score -430493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -430496.562500 Penalty: 2670.140625
	Iteration 54Q: 3 clusters Score -430496.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -430498.468750 Penalty: 2670.140625
	Iteration 55Q: 3 clusters Score -430498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -430502.593750 Penalty: 2670.140625
	Iteration 56Q: 3 clusters Score -430502.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -430505.937500 Penalty: 2670.140625
	Iteration 57Q: 3 clusters Score -430505.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -430510.562500 Penalty: 2670.140625
	Iteration 58Q: 3 clusters Score -430510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -430512.406250 Penalty: 2670.140625
	Iteration 59Q: 3 clusters Score -430512.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -430514.656250 Penalty: 2670.140625
	Iteration 60F: 3 clusters Score -430514.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -430516.437500 Penalty: 2670.140625
	Iteration 61Q: 3 clusters Score -430516.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -430519.843750 Penalty: 2670.140625
	Iteration 62Q: 3 clusters Score -430519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -430521.312500 Penalty: 2670.140625
	Iteration 63Q: 3 clusters Score -430521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -430525.312500 Penalty: 2670.140625
	Iteration 64Q: 3 clusters Score -430525.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -430529.718750 Penalty: 2670.140625
	Iteration 65Q: 3 clusters Score -430529.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -430537.093750 Penalty: 2670.140625
	Iteration 66Q: 3 clusters Score -430537.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -430551.625000 Penalty: 2670.140625
	Iteration 67Q: 3 clusters Score -430551.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -430559.468750 Penalty: 2670.140625
	Iteration 68Q: 3 clusters Score -430559.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -430565.406250 Penalty: 2670.140625
	Iteration 69Q: 3 clusters Score -430565.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -430573.343750 Penalty: 2670.140625
	Iteration 70Q: 3 clusters Score -430573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -430573.968750 Penalty: 2670.140625
	Iteration 71Q: 3 clusters Score -430574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -430574.031250 Penalty: 2670.140625
	Iteration 72Q: 3 clusters Score -430574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -430574.187500 Penalty: 2670.140625
	Iteration 73Q: 3 clusters Score -430574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -430575.687500 Penalty: 2670.140625
	Iteration 74Q: 3 clusters Score -430575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -430576.625000 Penalty: 2670.140625
	Iteration 75Q: 3 clusters Score -430576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -430577.906250 Penalty: 2670.140625
	Iteration 76Q: 3 clusters Score -430577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -430577.906250 Penalty: 2670.140625
	Iteration 77F: 3 clusters Score -430577.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68941 members 
Entering Unmasked Estep 
Score: -8566120.000000 Penalty: 1810.413574
	Iteration 0F: 2 clusters Score -8566120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -8520163.000000 Penalty: 3620.827148
	Iteration 0F: 3 clusters Score -8520163 nChanged 32751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -8538862.000000 Penalty: 3620.827148
	Iteration 1F: 3 clusters Score -8538862 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -8539429.000000 Penalty: 3620.827148
	Iteration 2Q: 3 clusters Score -8539429 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -8539958.000000 Penalty: 3620.827148
	Iteration 3Q: 3 clusters Score -8539958 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -8540684.000000 Penalty: 3620.827148
	Iteration 4Q: 3 clusters Score -8540684 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -8541706.000000 Penalty: 3620.827148
	Iteration 5Q: 3 clusters Score -8541706 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -8543361.000000 Penalty: 3620.827148
	Iteration 6Q: 3 clusters Score -8543361 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -8546045.000000 Penalty: 3620.827148
	Iteration 7F: 3 clusters Score -8546045 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -8549993.000000 Penalty: 3620.827148
	Iteration 8F: 3 clusters Score -8549993 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -8554479.000000 Penalty: 3620.827148
	Iteration 9F: 3 clusters Score -8554479 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -8558487.000000 Penalty: 3620.827148
	Iteration 10F: 3 clusters Score -8558487 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -8561162.000000 Penalty: 3620.827148
	Iteration 11Q: 3 clusters Score -8561162 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -8562719.000000 Penalty: 3620.827148
	Iteration 12Q: 3 clusters Score -8562719 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8563501.000000 Penalty: 3620.827148
	Iteration 13Q: 3 clusters Score -8563501 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8563954.000000 Penalty: 3620.827148
	Iteration 14Q: 3 clusters Score -8563954 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8564196.000000 Penalty: 3620.827148
	Iteration 15Q: 3 clusters Score -8564196 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8564335.000000 Penalty: 3620.827148
	Iteration 16Q: 3 clusters Score -8564335 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8564425.000000 Penalty: 3620.827148
	Iteration 17Q: 3 clusters Score -8564425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8564463.000000 Penalty: 3620.827148
	Iteration 18Q: 3 clusters Score -8564463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8564499.000000 Penalty: 3620.827148
	Iteration 19Q: 3 clusters Score -8564499 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8564521.000000 Penalty: 3620.827148
	Iteration 20F: 3 clusters Score -8564521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8564548.000000 Penalty: 3620.827148
	Iteration 21Q: 3 clusters Score -8564548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8564563.000000 Penalty: 3620.827148
	Iteration 22Q: 3 clusters Score -8564563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8564581.000000 Penalty: 3620.827148
	Iteration 23Q: 3 clusters Score -8564581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8564610.000000 Penalty: 3620.827148
	Iteration 24Q: 3 clusters Score -8564610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8564610.000000 Penalty: 3620.827148
	Iteration 25Q: 3 clusters Score -8564610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8564613.000000 Penalty: 3620.827148
	Iteration 26Q: 3 clusters Score -8564613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8564622.000000 Penalty: 3620.827148
	Iteration 27Q: 3 clusters Score -8564622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8564626.000000 Penalty: 3620.827148
	Iteration 28Q: 3 clusters Score -8564626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8564631.000000 Penalty: 3620.827148
	Iteration 29Q: 3 clusters Score -8564631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8564632.000000 Penalty: 3620.827148
	Iteration 30Q: 3 clusters Score -8564632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8564630.000000 Penalty: 3620.827148
	Iteration 31Q: 3 clusters Score -8564630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8564625.000000 Penalty: 3620.827148
	Iteration 32Q: 3 clusters Score -8564625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8564625.000000 Penalty: 3620.827148
	Iteration 33F: 3 clusters Score -8564625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82498 members 
Entering Unmasked Estep 
Score: -10248274.000000 Penalty: 1839.585938
	Iteration 0F: 2 clusters Score -1.024827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -10193821.000000 Penalty: 3679.171875
	Iteration 0F: 3 clusters Score -1.019382e+07 nChanged 39342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -10216460.000000 Penalty: 3679.171875
	Iteration 1F: 3 clusters Score -1.021646e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -10217092.000000 Penalty: 3679.171875
	Iteration 2Q: 3 clusters Score -1.021709e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -10217891.000000 Penalty: 3679.171875
	Iteration 3Q: 3 clusters Score -1.021789e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -10219064.000000 Penalty: 3679.171875
	Iteration 4Q: 3 clusters Score -1.021906e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -10220728.000000 Penalty: 3679.171875
	Iteration 5Q: 3 clusters Score -1.022073e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -10223489.000000 Penalty: 3679.171875
	Iteration 6F: 3 clusters Score -1.022349e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -10227527.000000 Penalty: 3679.171875
	Iteration 7F: 3 clusters Score -1.022753e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -10232587.000000 Penalty: 3679.171875
	Iteration 8F: 3 clusters Score -1.023259e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -10237679.000000 Penalty: 3679.171875
	Iteration 9F: 3 clusters Score -1.023768e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -10241148.000000 Penalty: 3679.171875
	Iteration 10Q: 3 clusters Score -1.024115e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -10242953.000000 Penalty: 3679.171875
	Iteration 11Q: 3 clusters Score -1.024295e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68514 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -10243898.000000 Penalty: 3679.171875
	Iteration 12Q: 3 clusters Score -1.02439e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -10244412.000000 Penalty: 3679.171875
	Iteration 13Q: 3 clusters Score -1.024441e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -10244710.000000 Penalty: 3679.171875
	Iteration 14Q: 3 clusters Score -1.024471e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -10244949.000000 Penalty: 3679.171875
	Iteration 15Q: 3 clusters Score -1.024495e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -10245175.000000 Penalty: 3679.171875
	Iteration 16Q: 3 clusters Score -1.024518e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -10245340.000000 Penalty: 3679.171875
	Iteration 17Q: 3 clusters Score -1.024534e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -10245445.000000 Penalty: 3679.171875
	Iteration 18Q: 3 clusters Score -1.024544e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -10245541.000000 Penalty: 3679.171875
	Iteration 19Q: 3 clusters Score -1.024554e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -10245542.000000 Penalty: 3679.171875
	Iteration 20F: 3 clusters Score -1.024554e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -10245596.000000 Penalty: 3679.171875
	Iteration 21Q: 3 clusters Score -1.02456e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -10245611.000000 Penalty: 3679.171875
	Iteration 22Q: 3 clusters Score -1.024561e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -10245650.000000 Penalty: 3679.171875
	Iteration 23Q: 3 clusters Score -1.024565e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -10245652.000000 Penalty: 3679.171875
	Iteration 24Q: 3 clusters Score -1.024565e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -10245659.000000 Penalty: 3679.171875
	Iteration 25Q: 3 clusters Score -1.024566e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -10245635.000000 Penalty: 3679.171875
	Iteration 26Q: 3 clusters Score -1.024564e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -10245619.000000 Penalty: 3679.171875
	Iteration 27Q: 3 clusters Score -1.024562e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -10245628.000000 Penalty: 3679.171875
	Iteration 28Q: 3 clusters Score -1.024563e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -10245627.000000 Penalty: 3679.171875
	Iteration 29Q: 3 clusters Score -1.024563e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -10245636.000000 Penalty: 3679.171875
	Iteration 30Q: 3 clusters Score -1.024564e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -10245626.000000 Penalty: 3679.171875
	Iteration 31Q: 3 clusters Score -1.024563e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -10245627.000000 Penalty: 3679.171875
	Iteration 32Q: 3 clusters Score -1.024563e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -10245612.000000 Penalty: 3679.171875
	Iteration 33Q: 3 clusters Score -1.024561e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -10245598.000000 Penalty: 3679.171875
	Iteration 34Q: 3 clusters Score -1.02456e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -10245607.000000 Penalty: 3679.171875
	Iteration 35Q: 3 clusters Score -1.024561e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -10245597.000000 Penalty: 3679.171875
	Iteration 36Q: 3 clusters Score -1.02456e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -10245600.000000 Penalty: 3679.171875
	Iteration 37Q: 3 clusters Score -1.02456e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -10245587.000000 Penalty: 3679.171875
	Iteration 38Q: 3 clusters Score -1.024559e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -10245606.000000 Penalty: 3679.171875
	Iteration 39Q: 3 clusters Score -1.024561e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -10245589.000000 Penalty: 3679.171875
	Iteration 40F: 3 clusters Score -1.024559e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -10245609.000000 Penalty: 3679.171875
	Iteration 41Q: 3 clusters Score -1.024561e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -10245605.000000 Penalty: 3679.171875
	Iteration 42Q: 3 clusters Score -1.02456e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -10245586.000000 Penalty: 3679.171875
	Iteration 43Q: 3 clusters Score -1.024559e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -10245583.000000 Penalty: 3679.171875
	Iteration 44Q: 3 clusters Score -1.024558e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -10245592.000000 Penalty: 3679.171875
	Iteration 45Q: 3 clusters Score -1.024559e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -10245590.000000 Penalty: 3679.171875
	Iteration 46Q: 3 clusters Score -1.024559e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -10245586.000000 Penalty: 3679.171875
	Iteration 47Q: 3 clusters Score -1.024559e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -10245568.000000 Penalty: 3679.171875
	Iteration 48Q: 3 clusters Score -1.024557e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -10245568.000000 Penalty: 3679.171875
	Iteration 49Q: 3 clusters Score -1.024557e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -10245571.000000 Penalty: 3679.171875
	Iteration 50Q: 3 clusters Score -1.024557e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -10245575.000000 Penalty: 3679.171875
	Iteration 51Q: 3 clusters Score -1.024558e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -10245578.000000 Penalty: 3679.171875
	Iteration 52Q: 3 clusters Score -1.024558e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -10245564.000000 Penalty: 3679.171875
	Iteration 53Q: 3 clusters Score -1.024556e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -10245552.000000 Penalty: 3679.171875
	Iteration 54Q: 3 clusters Score -1.024555e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -10245563.000000 Penalty: 3679.171875
	Iteration 55Q: 3 clusters Score -1.024556e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -10245571.000000 Penalty: 3679.171875
	Iteration 56Q: 3 clusters Score -1.024557e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -10245575.000000 Penalty: 3679.171875
	Iteration 57Q: 3 clusters Score -1.024558e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -10245564.000000 Penalty: 3679.171875
	Iteration 58Q: 3 clusters Score -1.024556e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -10245566.000000 Penalty: 3679.171875
	Iteration 59Q: 3 clusters Score -1.024557e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -10245577.000000 Penalty: 3679.171875
	Iteration 60F: 3 clusters Score -1.024558e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -10245579.000000 Penalty: 3679.171875
	Iteration 61Q: 3 clusters Score -1.024558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -10245577.000000 Penalty: 3679.171875
	Iteration 62Q: 3 clusters Score -1.024558e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -10245568.000000 Penalty: 3679.171875
	Iteration 63Q: 3 clusters Score -1.024557e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -10245556.000000 Penalty: 3679.171875
	Iteration 64Q: 3 clusters Score -1.024556e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -10245559.000000 Penalty: 3679.171875
	Iteration 65Q: 3 clusters Score -1.024556e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -10245550.000000 Penalty: 3679.171875
	Iteration 66Q: 3 clusters Score -1.024555e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -10245526.000000 Penalty: 3679.171875
	Iteration 67Q: 3 clusters Score -1.024553e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -10245519.000000 Penalty: 3679.171875
	Iteration 68Q: 3 clusters Score -1.024552e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -10245518.000000 Penalty: 3679.171875
	Iteration 69Q: 3 clusters Score -1.024552e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -10245514.000000 Penalty: 3679.171875
	Iteration 70Q: 3 clusters Score -1.024551e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -10245519.000000 Penalty: 3679.171875
	Iteration 71Q: 3 clusters Score -1.024552e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -10245529.000000 Penalty: 3679.171875
	Iteration 72Q: 3 clusters Score -1.024553e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -10245496.000000 Penalty: 3679.171875
	Iteration 73Q: 3 clusters Score -1.02455e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -10245499.000000 Penalty: 3679.171875
	Iteration 74Q: 3 clusters Score -1.02455e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -10245518.000000 Penalty: 3679.171875
	Iteration 75Q: 3 clusters Score -1.024552e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -10245512.000000 Penalty: 3679.171875
	Iteration 76Q: 3 clusters Score -1.024551e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -10245474.000000 Penalty: 3679.171875
	Iteration 77Q: 3 clusters Score -1.024547e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -10245452.000000 Penalty: 3679.171875
	Iteration 78Q: 3 clusters Score -1.024545e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -10245437.000000 Penalty: 3679.171875
	Iteration 79Q: 3 clusters Score -1.024544e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -10245408.000000 Penalty: 3679.171875
	Iteration 80F: 3 clusters Score -1.024541e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -10245410.000000 Penalty: 3679.171875
	Iteration 81Q: 3 clusters Score -1.024541e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -10245408.000000 Penalty: 3679.171875
	Iteration 82Q: 3 clusters Score -1.024541e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -10245424.000000 Penalty: 3679.171875
	Iteration 83Q: 3 clusters Score -1.024542e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -10245412.000000 Penalty: 3679.171875
	Iteration 84Q: 3 clusters Score -1.024541e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -10245411.000000 Penalty: 3679.171875
	Iteration 85Q: 3 clusters Score -1.024541e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -10245424.000000 Penalty: 3679.171875
	Iteration 86Q: 3 clusters Score -1.024542e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -10245435.000000 Penalty: 3679.171875
	Iteration 87Q: 3 clusters Score -1.024544e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -10245440.000000 Penalty: 3679.171875
	Iteration 88Q: 3 clusters Score -1.024544e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -10245445.000000 Penalty: 3679.171875
	Iteration 89Q: 3 clusters Score -1.024544e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -10245401.000000 Penalty: 3679.171875
	Iteration 90Q: 3 clusters Score -1.02454e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -10245393.000000 Penalty: 3679.171875
	Iteration 91Q: 3 clusters Score -1.024539e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -10245368.000000 Penalty: 3679.171875
	Iteration 92Q: 3 clusters Score -1.024537e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -10245346.000000 Penalty: 3679.171875
	Iteration 93Q: 3 clusters Score -1.024535e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -10245342.000000 Penalty: 3679.171875
	Iteration 94Q: 3 clusters Score -1.024534e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -10245325.000000 Penalty: 3679.171875
	Iteration 95Q: 3 clusters Score -1.024532e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -10245314.000000 Penalty: 3679.171875
	Iteration 96Q: 3 clusters Score -1.024531e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -10245303.000000 Penalty: 3679.171875
	Iteration 97Q: 3 clusters Score -1.02453e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -10245294.000000 Penalty: 3679.171875
	Iteration 98Q: 3 clusters Score -1.024529e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -10245288.000000 Penalty: 3679.171875
	Iteration 99Q: 3 clusters Score -1.024529e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -10245279.000000 Penalty: 3679.171875
	Iteration 100F: 3 clusters Score -1.024528e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -10245291.000000 Penalty: 3679.171875
	Iteration 101Q: 3 clusters Score -1.024529e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -10245270.000000 Penalty: 3679.171875
	Iteration 102Q: 3 clusters Score -1.024527e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -10245251.000000 Penalty: 3679.171875
	Iteration 103Q: 3 clusters Score -1.024525e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -10245234.000000 Penalty: 3679.171875
	Iteration 104Q: 3 clusters Score -1.024523e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -10245241.000000 Penalty: 3679.171875
	Iteration 105Q: 3 clusters Score -1.024524e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -10245235.000000 Penalty: 3679.171875
	Iteration 106Q: 3 clusters Score -1.024524e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -10245237.000000 Penalty: 3679.171875
	Iteration 107Q: 3 clusters Score -1.024524e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -10245233.000000 Penalty: 3679.171875
	Iteration 108Q: 3 clusters Score -1.024523e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -10245209.000000 Penalty: 3679.171875
	Iteration 109Q: 3 clusters Score -1.024521e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -10245206.000000 Penalty: 3679.171875
	Iteration 110Q: 3 clusters Score -1.024521e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -10245202.000000 Penalty: 3679.171875
	Iteration 111Q: 3 clusters Score -1.02452e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -10245183.000000 Penalty: 3679.171875
	Iteration 112Q: 3 clusters Score -1.024518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -10245184.000000 Penalty: 3679.171875
	Iteration 113Q: 3 clusters Score -1.024518e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -10245192.000000 Penalty: 3679.171875
	Iteration 114Q: 3 clusters Score -1.024519e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -10245174.000000 Penalty: 3679.171875
	Iteration 115Q: 3 clusters Score -1.024517e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -10245145.000000 Penalty: 3679.171875
	Iteration 116Q: 3 clusters Score -1.024514e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -10245141.000000 Penalty: 3679.171875
	Iteration 117Q: 3 clusters Score -1.024514e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -10245147.000000 Penalty: 3679.171875
	Iteration 118Q: 3 clusters Score -1.024515e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -10245131.000000 Penalty: 3679.171875
	Iteration 119Q: 3 clusters Score -1.024513e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -10245133.000000 Penalty: 3679.171875
	Iteration 120F: 3 clusters Score -1.024513e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -10245145.000000 Penalty: 3679.171875
	Iteration 121Q: 3 clusters Score -1.024514e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -10245143.000000 Penalty: 3679.171875
	Iteration 122Q: 3 clusters Score -1.024514e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -10245124.000000 Penalty: 3679.171875
	Iteration 123Q: 3 clusters Score -1.024512e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -10245138.000000 Penalty: 3679.171875
	Iteration 124Q: 3 clusters Score -1.024514e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -10245112.000000 Penalty: 3679.171875
	Iteration 125Q: 3 clusters Score -1.024511e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -10245127.000000 Penalty: 3679.171875
	Iteration 126Q: 3 clusters Score -1.024513e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -10245142.000000 Penalty: 3679.171875
	Iteration 127Q: 3 clusters Score -1.024514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -10245136.000000 Penalty: 3679.171875
	Iteration 128Q: 3 clusters Score -1.024514e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -10245144.000000 Penalty: 3679.171875
	Iteration 129Q: 3 clusters Score -1.024514e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -10245129.000000 Penalty: 3679.171875
	Iteration 130Q: 3 clusters Score -1.024513e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -10245107.000000 Penalty: 3679.171875
	Iteration 131Q: 3 clusters Score -1.024511e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -10245088.000000 Penalty: 3679.171875
	Iteration 132Q: 3 clusters Score -1.024509e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -10245073.000000 Penalty: 3679.171875
	Iteration 133Q: 3 clusters Score -1.024507e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -10245057.000000 Penalty: 3679.171875
	Iteration 134Q: 3 clusters Score -1.024506e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -10245044.000000 Penalty: 3679.171875
	Iteration 135Q: 3 clusters Score -1.024504e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -10245057.000000 Penalty: 3679.171875
	Iteration 136Q: 3 clusters Score -1.024506e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -10245070.000000 Penalty: 3679.171875
	Iteration 137Q: 3 clusters Score -1.024507e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -10245067.000000 Penalty: 3679.171875
	Iteration 138Q: 3 clusters Score -1.024507e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -10245051.000000 Penalty: 3679.171875
	Iteration 139Q: 3 clusters Score -1.024505e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -10245057.000000 Penalty: 3679.171875
	Iteration 140F: 3 clusters Score -1.024506e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -10245067.000000 Penalty: 3679.171875
	Iteration 141Q: 3 clusters Score -1.024507e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -10245053.000000 Penalty: 3679.171875
	Iteration 142Q: 3 clusters Score -1.024505e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -10245046.000000 Penalty: 3679.171875
	Iteration 143Q: 3 clusters Score -1.024505e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -10245035.000000 Penalty: 3679.171875
	Iteration 144Q: 3 clusters Score -1.024504e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -10245018.000000 Penalty: 3679.171875
	Iteration 145Q: 3 clusters Score -1.024502e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -10245021.000000 Penalty: 3679.171875
	Iteration 146Q: 3 clusters Score -1.024502e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -10245024.000000 Penalty: 3679.171875
	Iteration 147Q: 3 clusters Score -1.024502e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -10244979.000000 Penalty: 3679.171875
	Iteration 148Q: 3 clusters Score -1.024498e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -10244995.000000 Penalty: 3679.171875
	Iteration 149Q: 3 clusters Score -1.0245e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -10244988.000000 Penalty: 3679.171875
	Iteration 150Q: 3 clusters Score -1.024499e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -10244983.000000 Penalty: 3679.171875
	Iteration 151Q: 3 clusters Score -1.024498e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -10244975.000000 Penalty: 3679.171875
	Iteration 152Q: 3 clusters Score -1.024498e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -10244959.000000 Penalty: 3679.171875
	Iteration 153Q: 3 clusters Score -1.024496e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -10244949.000000 Penalty: 3679.171875
	Iteration 154Q: 3 clusters Score -1.024495e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -10244952.000000 Penalty: 3679.171875
	Iteration 155Q: 3 clusters Score -1.024495e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -10244921.000000 Penalty: 3679.171875
	Iteration 156Q: 3 clusters Score -1.024492e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -10244906.000000 Penalty: 3679.171875
	Iteration 157Q: 3 clusters Score -1.024491e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -10244891.000000 Penalty: 3679.171875
	Iteration 158Q: 3 clusters Score -1.024489e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -10244875.000000 Penalty: 3679.171875
	Iteration 159Q: 3 clusters Score -1.024488e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -10244894.000000 Penalty: 3679.171875
	Iteration 160F: 3 clusters Score -1.024489e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -10244878.000000 Penalty: 3679.171875
	Iteration 161Q: 3 clusters Score -1.024488e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -10244861.000000 Penalty: 3679.171875
	Iteration 162Q: 3 clusters Score -1.024486e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -10244856.000000 Penalty: 3679.171875
	Iteration 163Q: 3 clusters Score -1.024486e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -10244879.000000 Penalty: 3679.171875
	Iteration 164Q: 3 clusters Score -1.024488e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -10244895.000000 Penalty: 3679.171875
	Iteration 165Q: 3 clusters Score -1.02449e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -10244898.000000 Penalty: 3679.171875
	Iteration 166Q: 3 clusters Score -1.02449e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -10244898.000000 Penalty: 3679.171875
	Iteration 167Q: 3 clusters Score -1.02449e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -10244874.000000 Penalty: 3679.171875
	Iteration 168Q: 3 clusters Score -1.024487e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -10244870.000000 Penalty: 3679.171875
	Iteration 169Q: 3 clusters Score -1.024487e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -10244854.000000 Penalty: 3679.171875
	Iteration 170Q: 3 clusters Score -1.024485e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -10244813.000000 Penalty: 3679.171875
	Iteration 171Q: 3 clusters Score -1.024481e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -10244766.000000 Penalty: 3679.171875
	Iteration 172Q: 3 clusters Score -1.024477e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -10244777.000000 Penalty: 3679.171875
	Iteration 173Q: 3 clusters Score -1.024478e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -10244771.000000 Penalty: 3679.171875
	Iteration 174Q: 3 clusters Score -1.024477e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -10244772.000000 Penalty: 3679.171875
	Iteration 175Q: 3 clusters Score -1.024477e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -10244755.000000 Penalty: 3679.171875
	Iteration 176Q: 3 clusters Score -1.024476e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -10244746.000000 Penalty: 3679.171875
	Iteration 177Q: 3 clusters Score -1.024475e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -10244739.000000 Penalty: 3679.171875
	Iteration 178Q: 3 clusters Score -1.024474e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -10244710.000000 Penalty: 3679.171875
	Iteration 179Q: 3 clusters Score -1.024471e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -10244711.000000 Penalty: 3679.171875
	Iteration 180F: 3 clusters Score -1.024471e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -10244666.000000 Penalty: 3679.171875
	Iteration 181Q: 3 clusters Score -1.024467e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -10244661.000000 Penalty: 3679.171875
	Iteration 182Q: 3 clusters Score -1.024466e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -10244647.000000 Penalty: 3679.171875
	Iteration 183Q: 3 clusters Score -1.024465e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -10244596.000000 Penalty: 3679.171875
	Iteration 184Q: 3 clusters Score -1.02446e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -10244580.000000 Penalty: 3679.171875
	Iteration 185Q: 3 clusters Score -1.024458e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -10244578.000000 Penalty: 3679.171875
	Iteration 186Q: 3 clusters Score -1.024458e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -10244582.000000 Penalty: 3679.171875
	Iteration 187Q: 3 clusters Score -1.024458e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -10244598.000000 Penalty: 3679.171875
	Iteration 188Q: 3 clusters Score -1.02446e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -10244562.000000 Penalty: 3679.171875
	Iteration 189Q: 3 clusters Score -1.024456e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -10244518.000000 Penalty: 3679.171875
	Iteration 190Q: 3 clusters Score -1.024452e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -10244529.000000 Penalty: 3679.171875
	Iteration 191Q: 3 clusters Score -1.024453e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -10244526.000000 Penalty: 3679.171875
	Iteration 192Q: 3 clusters Score -1.024453e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -10244519.000000 Penalty: 3679.171875
	Iteration 193Q: 3 clusters Score -1.024452e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -10244506.000000 Penalty: 3679.171875
	Iteration 194Q: 3 clusters Score -1.024451e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -10244503.000000 Penalty: 3679.171875
	Iteration 195Q: 3 clusters Score -1.02445e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -10244510.000000 Penalty: 3679.171875
	Iteration 196Q: 3 clusters Score -1.024451e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -10244481.000000 Penalty: 3679.171875
	Iteration 197Q: 3 clusters Score -1.024448e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -10244472.000000 Penalty: 3679.171875
	Iteration 198Q: 3 clusters Score -1.024447e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -10244473.000000 Penalty: 3679.171875
	Iteration 199Q: 3 clusters Score -1.024447e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -10244451.000000 Penalty: 3679.171875
	Iteration 200F: 3 clusters Score -1.024445e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -10244423.000000 Penalty: 3679.171875
	Iteration 201Q: 3 clusters Score -1.024442e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -10244440.000000 Penalty: 3679.171875
	Iteration 202Q: 3 clusters Score -1.024444e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -10244444.000000 Penalty: 3679.171875
	Iteration 203Q: 3 clusters Score -1.024444e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -10244422.000000 Penalty: 3679.171875
	Iteration 204Q: 3 clusters Score -1.024442e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -10244402.000000 Penalty: 3679.171875
	Iteration 205Q: 3 clusters Score -1.02444e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -10244408.000000 Penalty: 3679.171875
	Iteration 206Q: 3 clusters Score -1.024441e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -10244407.000000 Penalty: 3679.171875
	Iteration 207Q: 3 clusters Score -1.024441e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -10244397.000000 Penalty: 3679.171875
	Iteration 208Q: 3 clusters Score -1.02444e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -10244386.000000 Penalty: 3679.171875
	Iteration 209Q: 3 clusters Score -1.024439e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -10244408.000000 Penalty: 3679.171875
	Iteration 210Q: 3 clusters Score -1.024441e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -10244403.000000 Penalty: 3679.171875
	Iteration 211Q: 3 clusters Score -1.02444e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -10244406.000000 Penalty: 3679.171875
	Iteration 212Q: 3 clusters Score -1.024441e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -10244405.000000 Penalty: 3679.171875
	Iteration 213Q: 3 clusters Score -1.02444e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -10244389.000000 Penalty: 3679.171875
	Iteration 214Q: 3 clusters Score -1.024439e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -10244403.000000 Penalty: 3679.171875
	Iteration 215Q: 3 clusters Score -1.02444e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -10244403.000000 Penalty: 3679.171875
	Iteration 216Q: 3 clusters Score -1.02444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -10244408.000000 Penalty: 3679.171875
	Iteration 217Q: 3 clusters Score -1.024441e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -10244400.000000 Penalty: 3679.171875
	Iteration 218Q: 3 clusters Score -1.02444e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -10244392.000000 Penalty: 3679.171875
	Iteration 219Q: 3 clusters Score -1.024439e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -10244389.000000 Penalty: 3679.171875
	Iteration 220F: 3 clusters Score -1.024439e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -10244388.000000 Penalty: 3679.171875
	Iteration 221Q: 3 clusters Score -1.024439e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -10244371.000000 Penalty: 3679.171875
	Iteration 222Q: 3 clusters Score -1.024437e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -10244376.000000 Penalty: 3679.171875
	Iteration 223Q: 3 clusters Score -1.024438e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -10244375.000000 Penalty: 3679.171875
	Iteration 224Q: 3 clusters Score -1.024438e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -10244379.000000 Penalty: 3679.171875
	Iteration 225Q: 3 clusters Score -1.024438e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -10244370.000000 Penalty: 3679.171875
	Iteration 226Q: 3 clusters Score -1.024437e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -10244361.000000 Penalty: 3679.171875
	Iteration 227Q: 3 clusters Score -1.024436e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -10244368.000000 Penalty: 3679.171875
	Iteration 228Q: 3 clusters Score -1.024437e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -10244371.000000 Penalty: 3679.171875
	Iteration 229Q: 3 clusters Score -1.024437e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -10244367.000000 Penalty: 3679.171875
	Iteration 230Q: 3 clusters Score -1.024437e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -10244363.000000 Penalty: 3679.171875
	Iteration 231Q: 3 clusters Score -1.024436e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -10244366.000000 Penalty: 3679.171875
	Iteration 232Q: 3 clusters Score -1.024437e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -10244360.000000 Penalty: 3679.171875
	Iteration 233Q: 3 clusters Score -1.024436e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -10244373.000000 Penalty: 3679.171875
	Iteration 234Q: 3 clusters Score -1.024437e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -10244363.000000 Penalty: 3679.171875
	Iteration 235Q: 3 clusters Score -1.024436e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -10244347.000000 Penalty: 3679.171875
	Iteration 236Q: 3 clusters Score -1.024435e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -10244332.000000 Penalty: 3679.171875
	Iteration 237Q: 3 clusters Score -1.024433e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -10244324.000000 Penalty: 3679.171875
	Iteration 238Q: 3 clusters Score -1.024432e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -10244340.000000 Penalty: 3679.171875
	Iteration 239Q: 3 clusters Score -1.024434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -10244328.000000 Penalty: 3679.171875
	Iteration 240F: 3 clusters Score -1.024433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -10244338.000000 Penalty: 3679.171875
	Iteration 241Q: 3 clusters Score -1.024434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -10244341.000000 Penalty: 3679.171875
	Iteration 242Q: 3 clusters Score -1.024434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -10244333.000000 Penalty: 3679.171875
	Iteration 243Q: 3 clusters Score -1.024433e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -10244330.000000 Penalty: 3679.171875
	Iteration 244Q: 3 clusters Score -1.024433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -10244343.000000 Penalty: 3679.171875
	Iteration 245Q: 3 clusters Score -1.024434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -10244336.000000 Penalty: 3679.171875
	Iteration 246Q: 3 clusters Score -1.024434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -10244339.000000 Penalty: 3679.171875
	Iteration 247Q: 3 clusters Score -1.024434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -10244338.000000 Penalty: 3679.171875
	Iteration 248Q: 3 clusters Score -1.024434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -10244304.000000 Penalty: 3679.171875
	Iteration 249Q: 3 clusters Score -1.02443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -10244293.000000 Penalty: 3679.171875
	Iteration 250Q: 3 clusters Score -1.024429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -10244315.000000 Penalty: 3679.171875
	Iteration 251Q: 3 clusters Score -1.024432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -10244325.000000 Penalty: 3679.171875
	Iteration 252Q: 3 clusters Score -1.024432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -10244319.000000 Penalty: 3679.171875
	Iteration 253Q: 3 clusters Score -1.024432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -10244330.000000 Penalty: 3679.171875
	Iteration 254Q: 3 clusters Score -1.024433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -10244323.000000 Penalty: 3679.171875
	Iteration 255Q: 3 clusters Score -1.024432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -10244327.000000 Penalty: 3679.171875
	Iteration 256Q: 3 clusters Score -1.024433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -10244318.000000 Penalty: 3679.171875
	Iteration 257Q: 3 clusters Score -1.024432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -10244307.000000 Penalty: 3679.171875
	Iteration 258Q: 3 clusters Score -1.024431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -10244298.000000 Penalty: 3679.171875
	Iteration 259Q: 3 clusters Score -1.02443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -10244291.000000 Penalty: 3679.171875
	Iteration 260F: 3 clusters Score -1.024429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -10244292.000000 Penalty: 3679.171875
	Iteration 261Q: 3 clusters Score -1.024429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -10244287.000000 Penalty: 3679.171875
	Iteration 262Q: 3 clusters Score -1.024429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -10244295.000000 Penalty: 3679.171875
	Iteration 263Q: 3 clusters Score -1.02443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -10244296.000000 Penalty: 3679.171875
	Iteration 264Q: 3 clusters Score -1.02443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -10244311.000000 Penalty: 3679.171875
	Iteration 265Q: 3 clusters Score -1.024431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -10244304.000000 Penalty: 3679.171875
	Iteration 266Q: 3 clusters Score -1.02443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -10244309.000000 Penalty: 3679.171875
	Iteration 267Q: 3 clusters Score -1.024431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -10244317.000000 Penalty: 3679.171875
	Iteration 268Q: 3 clusters Score -1.024432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -10244321.000000 Penalty: 3679.171875
	Iteration 269Q: 3 clusters Score -1.024432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -10244311.000000 Penalty: 3679.171875
	Iteration 270Q: 3 clusters Score -1.024431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -10244310.000000 Penalty: 3679.171875
	Iteration 271Q: 3 clusters Score -1.024431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -10244316.000000 Penalty: 3679.171875
	Iteration 272Q: 3 clusters Score -1.024432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -10244319.000000 Penalty: 3679.171875
	Iteration 273Q: 3 clusters Score -1.024432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -10244321.000000 Penalty: 3679.171875
	Iteration 274Q: 3 clusters Score -1.024432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -10244327.000000 Penalty: 3679.171875
	Iteration 275Q: 3 clusters Score -1.024433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -10244318.000000 Penalty: 3679.171875
	Iteration 276Q: 3 clusters Score -1.024432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -10244308.000000 Penalty: 3679.171875
	Iteration 277Q: 3 clusters Score -1.024431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -10244315.000000 Penalty: 3679.171875
	Iteration 278Q: 3 clusters Score -1.024432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -10244304.000000 Penalty: 3679.171875
	Iteration 279Q: 3 clusters Score -1.02443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -10244305.000000 Penalty: 3679.171875
	Iteration 280F: 3 clusters Score -1.02443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -10244316.000000 Penalty: 3679.171875
	Iteration 281Q: 3 clusters Score -1.024432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -10244314.000000 Penalty: 3679.171875
	Iteration 282Q: 3 clusters Score -1.024431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -10244309.000000 Penalty: 3679.171875
	Iteration 283Q: 3 clusters Score -1.024431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -10244309.000000 Penalty: 3679.171875
	Iteration 284Q: 3 clusters Score -1.024431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -10244303.000000 Penalty: 3679.171875
	Iteration 285Q: 3 clusters Score -1.02443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -10244298.000000 Penalty: 3679.171875
	Iteration 286Q: 3 clusters Score -1.02443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -10244280.000000 Penalty: 3679.171875
	Iteration 287Q: 3 clusters Score -1.024428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -10244290.000000 Penalty: 3679.171875
	Iteration 288Q: 3 clusters Score -1.024429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -10244279.000000 Penalty: 3679.171875
	Iteration 289Q: 3 clusters Score -1.024428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -10244280.000000 Penalty: 3679.171875
	Iteration 290Q: 3 clusters Score -1.024428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -10244281.000000 Penalty: 3679.171875
	Iteration 291Q: 3 clusters Score -1.024428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -10244268.000000 Penalty: 3679.171875
	Iteration 292Q: 3 clusters Score -1.024427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -10244260.000000 Penalty: 3679.171875
	Iteration 293Q: 3 clusters Score -1.024426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -10244268.000000 Penalty: 3679.171875
	Iteration 294Q: 3 clusters Score -1.024427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -10244263.000000 Penalty: 3679.171875
	Iteration 295Q: 3 clusters Score -1.024426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -10244257.000000 Penalty: 3679.171875
	Iteration 296Q: 3 clusters Score -1.024426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -10244265.000000 Penalty: 3679.171875
	Iteration 297Q: 3 clusters Score -1.024426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -10244260.000000 Penalty: 3679.171875
	Iteration 298Q: 3 clusters Score -1.024426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -10244264.000000 Penalty: 3679.171875
	Iteration 299Q: 3 clusters Score -1.024426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -10244252.000000 Penalty: 3679.171875
	Iteration 300F: 3 clusters Score -1.024425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -10244250.000000 Penalty: 3679.171875
	Iteration 301Q: 3 clusters Score -1.024425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -10244255.000000 Penalty: 3679.171875
	Iteration 302Q: 3 clusters Score -1.024426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -10244260.000000 Penalty: 3679.171875
	Iteration 303Q: 3 clusters Score -1.024426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -10244261.000000 Penalty: 3679.171875
	Iteration 304Q: 3 clusters Score -1.024426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -10244259.000000 Penalty: 3679.171875
	Iteration 305Q: 3 clusters Score -1.024426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -10244263.000000 Penalty: 3679.171875
	Iteration 306Q: 3 clusters Score -1.024426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -10244259.000000 Penalty: 3679.171875
	Iteration 307Q: 3 clusters Score -1.024426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -10244251.000000 Penalty: 3679.171875
	Iteration 308Q: 3 clusters Score -1.024425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -10244249.000000 Penalty: 3679.171875
	Iteration 309Q: 3 clusters Score -1.024425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -10244258.000000 Penalty: 3679.171875
	Iteration 310Q: 3 clusters Score -1.024426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -10244262.000000 Penalty: 3679.171875
	Iteration 311Q: 3 clusters Score -1.024426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -10244264.000000 Penalty: 3679.171875
	Iteration 312Q: 3 clusters Score -1.024426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -10244263.000000 Penalty: 3679.171875
	Iteration 313Q: 3 clusters Score -1.024426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -10244259.000000 Penalty: 3679.171875
	Iteration 314Q: 3 clusters Score -1.024426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -10244260.000000 Penalty: 3679.171875
	Iteration 315Q: 3 clusters Score -1.024426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -10244255.000000 Penalty: 3679.171875
	Iteration 316Q: 3 clusters Score -1.024426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -10244255.000000 Penalty: 3679.171875
	Iteration 317F: 3 clusters Score -1.024426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Entering Unmasked Estep 
Score: -1147809.375000 Penalty: 1489.724854
	Iteration 0F: 2 clusters Score -1147809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1141002.875000 Penalty: 2979.449707
	Iteration 0F: 3 clusters Score -1141003 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1143067.875000 Penalty: 2979.449707
	Iteration 1F: 3 clusters Score -1143068 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1143281.500000 Penalty: 2979.449707
	Iteration 2F: 3 clusters Score -1143282 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1143463.125000 Penalty: 2979.449707
	Iteration 3Q: 3 clusters Score -1143463 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1143653.125000 Penalty: 2979.449707
	Iteration 4Q: 3 clusters Score -1143653 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1143894.875000 Penalty: 2979.449707
	Iteration 5Q: 3 clusters Score -1143895 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1144198.500000 Penalty: 2979.449707
	Iteration 6F: 3 clusters Score -1144198 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1144586.750000 Penalty: 2979.449707
	Iteration 7F: 3 clusters Score -1144587 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1145013.875000 Penalty: 2979.449707
	Iteration 8F: 3 clusters Score -1145014 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1145451.750000 Penalty: 2979.449707
	Iteration 9F: 3 clusters Score -1145452 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1145871.125000 Penalty: 2979.449707
	Iteration 10Q: 3 clusters Score -1145871 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1146290.250000 Penalty: 2979.449707
	Iteration 11Q: 3 clusters Score -1146290 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1146599.625000 Penalty: 2979.449707
	Iteration 12Q: 3 clusters Score -1146600 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1146794.250000 Penalty: 2979.449707
	Iteration 13Q: 3 clusters Score -1146794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1146872.750000 Penalty: 2979.449707
	Iteration 14Q: 3 clusters Score -1146873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1146902.250000 Penalty: 2979.449707
	Iteration 15Q: 3 clusters Score -1146902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1146917.875000 Penalty: 2979.449707
	Iteration 16Q: 3 clusters Score -1146918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1146924.250000 Penalty: 2979.449707
	Iteration 17Q: 3 clusters Score -1146924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1146931.125000 Penalty: 2979.449707
	Iteration 18Q: 3 clusters Score -1146931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1146933.375000 Penalty: 2979.449707
	Iteration 19Q: 3 clusters Score -1146933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1146933.125000 Penalty: 2979.449707
	Iteration 20F: 3 clusters Score -1146933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1146935.250000 Penalty: 2979.449707
	Iteration 21Q: 3 clusters Score -1146935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1146934.125000 Penalty: 2979.449707
	Iteration 22Q: 3 clusters Score -1146934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1146937.500000 Penalty: 2979.449707
	Iteration 23Q: 3 clusters Score -1146938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1146936.000000 Penalty: 2979.449707
	Iteration 24Q: 3 clusters Score -1146936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1146936.875000 Penalty: 2979.449707
	Iteration 25Q: 3 clusters Score -1146937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1146934.375000 Penalty: 2979.449707
	Iteration 26Q: 3 clusters Score -1146934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1146934.375000 Penalty: 2979.449707
	Iteration 27Q: 3 clusters Score -1146934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1146934.375000 Penalty: 2979.449707
	Iteration 28F: 3 clusters Score -1146934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14832.140625 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -14832.14 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 135 members 
Entering Unmasked Estep 
Score: -14228.575195 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14228.58 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14487.298828 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14487.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14583.819336 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14583.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14643.050781 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -14643.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14682.353516 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -14682.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14759.417969 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -14759.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14831.056641 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -14831.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14879.870117 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -14879.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14998.903320 Penalty: 1808.469116
	Iteration 8Q: 3 clusters Score -14998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15035.992188 Penalty: 1808.469116
	Iteration 9Q: 3 clusters Score -15035.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15060.458008 Penalty: 1808.469116
	Iteration 10Q: 3 clusters Score -15060.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15075.887695 Penalty: 1808.469116
	Iteration 11Q: 3 clusters Score -15075.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15098.336914 Penalty: 1808.469116
	Iteration 12Q: 3 clusters Score -15098.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15111.548828 Penalty: 1808.469116
	Iteration 13Q: 3 clusters Score -15111.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15138.591797 Penalty: 1808.469116
	Iteration 14Q: 3 clusters Score -15138.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15175.467773 Penalty: 1808.469116
	Iteration 15Q: 3 clusters Score -15175.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15180.770508 Penalty: 1808.469116
	Iteration 16Q: 3 clusters Score -15180.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15182.854492 Penalty: 1808.469116
	Iteration 17Q: 3 clusters Score -15182.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15182.854492 Penalty: 1808.469116
	Iteration 18F: 3 clusters Score -15182.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10656 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89566 members 
Mstep: Class 5 contains 31592 members 
Mstep: Class 6 contains 3382 members 
Mstep: Class 7 contains 3699 members 
Mstep: Class 8 contains 68941 members 
Mstep: Class 9 contains 82498 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 35472 members 
Mstep: Class 14 contains 19606 members 
Mstep: Class 15 contains 79795 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12210 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52484 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 5296 members 
Mstep: Class 22 contains 93105 members 
Mstep: Class 23 contains 79865 members 
Mstep: Class 24 contains 2114 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 42090 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9743 members 
Mstep: Class 33 contains 113 members 
Mstep: Class 34 contains 80391 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
Score: -102232688.000000 Penalty: 77592.265625
Splitting cluster 11 changes total score from -102234320.000000 to -102232688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Entering Unmasked Estep 
Score: -1056123.125000 Penalty: 1475.426514
	Iteration 0F: 2 clusters Score -1056123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1049786.875000 Penalty: 2950.853027
	Iteration 0F: 3 clusters Score -1049787 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1051676.375000 Penalty: 2950.853027
	Iteration 1F: 3 clusters Score -1051676 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1051973.875000 Penalty: 2950.853027
	Iteration 2F: 3 clusters Score -1051974 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1052229.375000 Penalty: 2950.853027
	Iteration 3F: 3 clusters Score -1052229 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1052471.875000 Penalty: 2950.853027
	Iteration 4F: 3 clusters Score -1052472 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1052706.625000 Penalty: 2950.853027
	Iteration 5Q: 3 clusters Score -1052707 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1052921.000000 Penalty: 2950.853027
	Iteration 6Q: 3 clusters Score -1052921 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1053220.500000 Penalty: 2950.853027
	Iteration 7Q: 3 clusters Score -1053220 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1053563.125000 Penalty: 2950.853027
	Iteration 8F: 3 clusters Score -1053563 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1053866.875000 Penalty: 2950.853027
	Iteration 9Q: 3 clusters Score -1053867 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1054142.625000 Penalty: 2950.853027
	Iteration 10Q: 3 clusters Score -1054143 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1054359.250000 Penalty: 2950.853027
	Iteration 11Q: 3 clusters Score -1054359 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1054521.875000 Penalty: 2950.853027
	Iteration 12Q: 3 clusters Score -1054522 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1054659.625000 Penalty: 2950.853027
	Iteration 13Q: 3 clusters Score -1054660 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1054746.875000 Penalty: 2950.853027
	Iteration 14Q: 3 clusters Score -1054747 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1054825.750000 Penalty: 2950.853027
	Iteration 15Q: 3 clusters Score -1054826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1054883.875000 Penalty: 2950.853027
	Iteration 16Q: 3 clusters Score -1054884 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1054930.000000 Penalty: 2950.853027
	Iteration 17Q: 3 clusters Score -1054930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1054975.125000 Penalty: 2950.853027
	Iteration 18Q: 3 clusters Score -1054975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1055009.125000 Penalty: 2950.853027
	Iteration 19Q: 3 clusters Score -1055009 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1055037.625000 Penalty: 2950.853027
	Iteration 20F: 3 clusters Score -1055038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1055059.250000 Penalty: 2950.853027
	Iteration 21Q: 3 clusters Score -1055059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1055079.875000 Penalty: 2950.853027
	Iteration 22Q: 3 clusters Score -1055080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1055104.125000 Penalty: 2950.853027
	Iteration 23Q: 3 clusters Score -1055104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1055115.875000 Penalty: 2950.853027
	Iteration 24Q: 3 clusters Score -1055116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1055121.750000 Penalty: 2950.853027
	Iteration 25Q: 3 clusters Score -1055122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1055131.125000 Penalty: 2950.853027
	Iteration 26Q: 3 clusters Score -1055131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1055137.875000 Penalty: 2950.853027
	Iteration 27Q: 3 clusters Score -1055138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1055141.625000 Penalty: 2950.853027
	Iteration 28Q: 3 clusters Score -1055142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1055145.500000 Penalty: 2950.853027
	Iteration 29Q: 3 clusters Score -1055146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1055148.500000 Penalty: 2950.853027
	Iteration 30Q: 3 clusters Score -1055148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1055151.875000 Penalty: 2950.853027
	Iteration 31Q: 3 clusters Score -1055152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1055154.625000 Penalty: 2950.853027
	Iteration 32Q: 3 clusters Score -1055155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1055157.500000 Penalty: 2950.853027
	Iteration 33Q: 3 clusters Score -1055158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1055157.500000 Penalty: 2950.853027
	Iteration 34Q: 3 clusters Score -1055158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1055157.375000 Penalty: 2950.853027
	Iteration 35Q: 3 clusters Score -1055157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1055160.625000 Penalty: 2950.853027
	Iteration 36Q: 3 clusters Score -1055161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1055160.625000 Penalty: 2950.853027
	Iteration 37F: 3 clusters Score -1055161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Entering Unmasked Estep 
Score: -4379056.500000 Penalty: 1702.431030
	Iteration 0F: 2 clusters Score -4379056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4355358.000000 Penalty: 3404.862061
	Iteration 0F: 3 clusters Score -4355358 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -4364189.000000 Penalty: 3404.862061
	Iteration 1F: 3 clusters Score -4364189 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -4364479.500000 Penalty: 3404.862061
	Iteration 2Q: 3 clusters Score -4364480 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4364758.500000 Penalty: 3404.862061
	Iteration 3Q: 3 clusters Score -4364758 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4365055.500000 Penalty: 3404.862061
	Iteration 4Q: 3 clusters Score -4365056 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4365419.000000 Penalty: 3404.862061
	Iteration 5Q: 3 clusters Score -4365419 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4365845.500000 Penalty: 3404.862061
	Iteration 6Q: 3 clusters Score -4365846 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4366378.000000 Penalty: 3404.862061
	Iteration 7Q: 3 clusters Score -4366378 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4367144.500000 Penalty: 3404.862061
	Iteration 8Q: 3 clusters Score -4367144 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -4368246.500000 Penalty: 3404.862061
	Iteration 9Q: 3 clusters Score -4368246 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4369583.500000 Penalty: 3404.862061
	Iteration 10F: 3 clusters Score -4369584 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4370964.000000 Penalty: 3404.862061
	Iteration 11F: 3 clusters Score -4370964 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -4371953.500000 Penalty: 3404.862061
	Iteration 12Q: 3 clusters Score -4371954 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -4372493.500000 Penalty: 3404.862061
	Iteration 13Q: 3 clusters Score -4372494 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -4372816.000000 Penalty: 3404.862061
	Iteration 14Q: 3 clusters Score -4372816 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -4373073.000000 Penalty: 3404.862061
	Iteration 15Q: 3 clusters Score -4373073 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4373304.500000 Penalty: 3404.862061
	Iteration 16Q: 3 clusters Score -4373304 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -4373499.500000 Penalty: 3404.862061
	Iteration 17Q: 3 clusters Score -4373500 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4373717.000000 Penalty: 3404.862061
	Iteration 18Q: 3 clusters Score -4373717 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -4373891.500000 Penalty: 3404.862061
	Iteration 19Q: 3 clusters Score -4373892 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -4374072.500000 Penalty: 3404.862061
	Iteration 20F: 3 clusters Score -4374072 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -4374184.500000 Penalty: 3404.862061
	Iteration 21Q: 3 clusters Score -4374184 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -4374295.000000 Penalty: 3404.862061
	Iteration 22Q: 3 clusters Score -4374295 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -4374415.000000 Penalty: 3404.862061
	Iteration 23Q: 3 clusters Score -4374415 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4374536.500000 Penalty: 3404.862061
	Iteration 24Q: 3 clusters Score -4374536 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -4374646.500000 Penalty: 3404.862061
	Iteration 25Q: 3 clusters Score -4374646 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -4374737.000000 Penalty: 3404.862061
	Iteration 26Q: 3 clusters Score -4374737 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -4374852.500000 Penalty: 3404.862061
	Iteration 27Q: 3 clusters Score -4374852 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -4374937.500000 Penalty: 3404.862061
	Iteration 28Q: 3 clusters Score -4374938 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -4375052.000000 Penalty: 3404.862061
	Iteration 29Q: 3 clusters Score -4375052 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -4375154.000000 Penalty: 3404.862061
	Iteration 30Q: 3 clusters Score -4375154 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4375255.000000 Penalty: 3404.862061
	Iteration 31Q: 3 clusters Score -4375255 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -4375332.000000 Penalty: 3404.862061
	Iteration 32Q: 3 clusters Score -4375332 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -4375448.000000 Penalty: 3404.862061
	Iteration 33Q: 3 clusters Score -4375448 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -4375535.000000 Penalty: 3404.862061
	Iteration 34Q: 3 clusters Score -4375535 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -4375647.000000 Penalty: 3404.862061
	Iteration 35Q: 3 clusters Score -4375647 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4375762.500000 Penalty: 3404.862061
	Iteration 36Q: 3 clusters Score -4375762 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4375866.500000 Penalty: 3404.862061
	Iteration 37Q: 3 clusters Score -4375866 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4375967.500000 Penalty: 3404.862061
	Iteration 38Q: 3 clusters Score -4375968 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -4376100.500000 Penalty: 3404.862061
	Iteration 39Q: 3 clusters Score -4376100 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4376226.500000 Penalty: 3404.862061
	Iteration 40F: 3 clusters Score -4376226 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -4376375.500000 Penalty: 3404.862061
	Iteration 41Q: 3 clusters Score -4376376 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4376519.000000 Penalty: 3404.862061
	Iteration 42Q: 3 clusters Score -4376519 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4376672.000000 Penalty: 3404.862061
	Iteration 43Q: 3 clusters Score -4376672 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -4376809.000000 Penalty: 3404.862061
	Iteration 44Q: 3 clusters Score -4376809 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -4376951.000000 Penalty: 3404.862061
	Iteration 45Q: 3 clusters Score -4376951 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4377082.500000 Penalty: 3404.862061
	Iteration 46Q: 3 clusters Score -4377082 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4377187.500000 Penalty: 3404.862061
	Iteration 47Q: 3 clusters Score -4377188 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4377270.000000 Penalty: 3404.862061
	Iteration 48Q: 3 clusters Score -4377270 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4377337.500000 Penalty: 3404.862061
	Iteration 49Q: 3 clusters Score -4377338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4377384.500000 Penalty: 3404.862061
	Iteration 50Q: 3 clusters Score -4377384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -4377423.000000 Penalty: 3404.862061
	Iteration 51Q: 3 clusters Score -4377423 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -4377456.500000 Penalty: 3404.862061
	Iteration 52Q: 3 clusters Score -4377456 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4377490.500000 Penalty: 3404.862061
	Iteration 53Q: 3 clusters Score -4377490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -4377521.500000 Penalty: 3404.862061
	Iteration 54Q: 3 clusters Score -4377522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4377550.500000 Penalty: 3404.862061
	Iteration 55Q: 3 clusters Score -4377550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4377566.000000 Penalty: 3404.862061
	Iteration 56Q: 3 clusters Score -4377566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4377583.500000 Penalty: 3404.862061
	Iteration 57Q: 3 clusters Score -4377584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4377601.500000 Penalty: 3404.862061
	Iteration 58Q: 3 clusters Score -4377602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -4377612.000000 Penalty: 3404.862061
	Iteration 59Q: 3 clusters Score -4377612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4377613.500000 Penalty: 3404.862061
	Iteration 60F: 3 clusters Score -4377614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -4377616.500000 Penalty: 3404.862061
	Iteration 61Q: 3 clusters Score -4377616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -4377630.500000 Penalty: 3404.862061
	Iteration 62Q: 3 clusters Score -4377630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4377636.500000 Penalty: 3404.862061
	Iteration 63Q: 3 clusters Score -4377636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -4377639.000000 Penalty: 3404.862061
	Iteration 64Q: 3 clusters Score -4377639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -4377650.000000 Penalty: 3404.862061
	Iteration 65Q: 3 clusters Score -4377650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -4377652.000000 Penalty: 3404.862061
	Iteration 66Q: 3 clusters Score -4377652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4377651.500000 Penalty: 3404.862061
	Iteration 67Q: 3 clusters Score -4377652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4377660.500000 Penalty: 3404.862061
	Iteration 68Q: 3 clusters Score -4377660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -4377664.500000 Penalty: 3404.862061
	Iteration 69Q: 3 clusters Score -4377664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4377667.000000 Penalty: 3404.862061
	Iteration 70Q: 3 clusters Score -4377667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4377670.000000 Penalty: 3404.862061
	Iteration 71Q: 3 clusters Score -4377670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -4377670.500000 Penalty: 3404.862061
	Iteration 72Q: 3 clusters Score -4377670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -4377673.000000 Penalty: 3404.862061
	Iteration 73Q: 3 clusters Score -4377673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4377674.000000 Penalty: 3404.862061
	Iteration 74Q: 3 clusters Score -4377674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4377674.000000 Penalty: 3404.862061
	Iteration 75F: 3 clusters Score -4377674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Entering Unmasked Estep 
Score: -2387179.250000 Penalty: 1606.083496
	Iteration 0F: 2 clusters Score -2387179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2373940.500000 Penalty: 3212.166992
	Iteration 0F: 3 clusters Score -2373940 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2378732.500000 Penalty: 3212.166992
	Iteration 1F: 3 clusters Score -2378732 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2379023.500000 Penalty: 3212.166992
	Iteration 2Q: 3 clusters Score -2379024 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2379269.250000 Penalty: 3212.166992
	Iteration 3Q: 3 clusters Score -2379269 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2379500.250000 Penalty: 3212.166992
	Iteration 4Q: 3 clusters Score -2379500 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2379699.000000 Penalty: 3212.166992
	Iteration 5Q: 3 clusters Score -2379699 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2379848.500000 Penalty: 3212.166992
	Iteration 6Q: 3 clusters Score -2379848 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2380008.500000 Penalty: 3212.166992
	Iteration 7Q: 3 clusters Score -2380008 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2380153.000000 Penalty: 3212.166992
	Iteration 8Q: 3 clusters Score -2380153 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2380319.500000 Penalty: 3212.166992
	Iteration 9Q: 3 clusters Score -2380320 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2380553.750000 Penalty: 3212.166992
	Iteration 10Q: 3 clusters Score -2380554 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2380832.250000 Penalty: 3212.166992
	Iteration 11Q: 3 clusters Score -2380832 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2381196.250000 Penalty: 3212.166992
	Iteration 12Q: 3 clusters Score -2381196 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2381667.750000 Penalty: 3212.166992
	Iteration 13Q: 3 clusters Score -2381668 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2382188.250000 Penalty: 3212.166992
	Iteration 14Q: 3 clusters Score -2382188 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2382693.750000 Penalty: 3212.166992
	Iteration 15Q: 3 clusters Score -2382694 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2383069.500000 Penalty: 3212.166992
	Iteration 16Q: 3 clusters Score -2383070 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2383321.500000 Penalty: 3212.166992
	Iteration 17Q: 3 clusters Score -2383322 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2383527.250000 Penalty: 3212.166992
	Iteration 18Q: 3 clusters Score -2383527 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2383699.250000 Penalty: 3212.166992
	Iteration 19Q: 3 clusters Score -2383699 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2383828.000000 Penalty: 3212.166992
	Iteration 20F: 3 clusters Score -2383828 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2383944.250000 Penalty: 3212.166992
	Iteration 21Q: 3 clusters Score -2383944 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2384084.750000 Penalty: 3212.166992
	Iteration 22Q: 3 clusters Score -2384085 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2384212.000000 Penalty: 3212.166992
	Iteration 23Q: 3 clusters Score -2384212 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2384334.250000 Penalty: 3212.166992
	Iteration 24Q: 3 clusters Score -2384334 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2384446.750000 Penalty: 3212.166992
	Iteration 25Q: 3 clusters Score -2384447 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2384540.250000 Penalty: 3212.166992
	Iteration 26Q: 3 clusters Score -2384540 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2384621.750000 Penalty: 3212.166992
	Iteration 27Q: 3 clusters Score -2384622 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2384703.500000 Penalty: 3212.166992
	Iteration 28Q: 3 clusters Score -2384704 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2384784.500000 Penalty: 3212.166992
	Iteration 29Q: 3 clusters Score -2384784 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2384849.000000 Penalty: 3212.166992
	Iteration 30Q: 3 clusters Score -2384849 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2384904.750000 Penalty: 3212.166992
	Iteration 31Q: 3 clusters Score -2384905 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2384969.250000 Penalty: 3212.166992
	Iteration 32Q: 3 clusters Score -2384969 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2385025.500000 Penalty: 3212.166992
	Iteration 33Q: 3 clusters Score -2385026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2385073.750000 Penalty: 3212.166992
	Iteration 34Q: 3 clusters Score -2385074 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2385118.000000 Penalty: 3212.166992
	Iteration 35Q: 3 clusters Score -2385118 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2385178.750000 Penalty: 3212.166992
	Iteration 36Q: 3 clusters Score -2385179 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2385230.500000 Penalty: 3212.166992
	Iteration 37Q: 3 clusters Score -2385230 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2385290.250000 Penalty: 3212.166992
	Iteration 38Q: 3 clusters Score -2385290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2385335.250000 Penalty: 3212.166992
	Iteration 39Q: 3 clusters Score -2385335 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2385390.250000 Penalty: 3212.166992
	Iteration 40F: 3 clusters Score -2385390 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2385437.250000 Penalty: 3212.166992
	Iteration 41Q: 3 clusters Score -2385437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2385466.500000 Penalty: 3212.166992
	Iteration 42Q: 3 clusters Score -2385466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2385496.250000 Penalty: 3212.166992
	Iteration 43Q: 3 clusters Score -2385496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2385526.750000 Penalty: 3212.166992
	Iteration 44Q: 3 clusters Score -2385527 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2385548.750000 Penalty: 3212.166992
	Iteration 45Q: 3 clusters Score -2385549 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2385580.750000 Penalty: 3212.166992
	Iteration 46Q: 3 clusters Score -2385581 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2385599.250000 Penalty: 3212.166992
	Iteration 47Q: 3 clusters Score -2385599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2385620.000000 Penalty: 3212.166992
	Iteration 48Q: 3 clusters Score -2385620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2385632.000000 Penalty: 3212.166992
	Iteration 49Q: 3 clusters Score -2385632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2385668.000000 Penalty: 3212.166992
	Iteration 50Q: 3 clusters Score -2385668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2385693.500000 Penalty: 3212.166992
	Iteration 51Q: 3 clusters Score -2385694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2385705.750000 Penalty: 3212.166992
	Iteration 52Q: 3 clusters Score -2385706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2385721.750000 Penalty: 3212.166992
	Iteration 53Q: 3 clusters Score -2385722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2385741.500000 Penalty: 3212.166992
	Iteration 54Q: 3 clusters Score -2385742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2385760.000000 Penalty: 3212.166992
	Iteration 55Q: 3 clusters Score -2385760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2385777.750000 Penalty: 3212.166992
	Iteration 56Q: 3 clusters Score -2385778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2385792.000000 Penalty: 3212.166992
	Iteration 57Q: 3 clusters Score -2385792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2385809.250000 Penalty: 3212.166992
	Iteration 58Q: 3 clusters Score -2385809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2385822.000000 Penalty: 3212.166992
	Iteration 59Q: 3 clusters Score -2385822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2385831.000000 Penalty: 3212.166992
	Iteration 60F: 3 clusters Score -2385831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2385841.500000 Penalty: 3212.166992
	Iteration 61Q: 3 clusters Score -2385842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2385847.250000 Penalty: 3212.166992
	Iteration 62Q: 3 clusters Score -2385847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2385849.250000 Penalty: 3212.166992
	Iteration 63Q: 3 clusters Score -2385849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2385849.250000 Penalty: 3212.166992
	Iteration 64F: 3 clusters Score -2385849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Entering Unmasked Estep 
Score: -10020107.000000 Penalty: 1834.172607
	Iteration 0F: 2 clusters Score -1.002011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -9968873.000000 Penalty: 3668.345215
	Iteration 0F: 3 clusters Score -9968873 nChanged 38062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -9990855.000000 Penalty: 3668.345215
	Iteration 1F: 3 clusters Score -9990855 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -9991238.000000 Penalty: 3668.345215
	Iteration 2Q: 3 clusters Score -9991238 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -9991691.000000 Penalty: 3668.345215
	Iteration 3Q: 3 clusters Score -9991691 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -9992207.000000 Penalty: 3668.345215
	Iteration 4Q: 3 clusters Score -9992207 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -9992797.000000 Penalty: 3668.345215
	Iteration 5Q: 3 clusters Score -9992797 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -9993436.000000 Penalty: 3668.345215
	Iteration 6Q: 3 clusters Score -9993436 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -9994531.000000 Penalty: 3668.345215
	Iteration 7Q: 3 clusters Score -9994531 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -9996134.000000 Penalty: 3668.345215
	Iteration 8Q: 3 clusters Score -9996134 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -9998827.000000 Penalty: 3668.345215
	Iteration 9F: 3 clusters Score -9998827 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -10002707.000000 Penalty: 3668.345215
	Iteration 10F: 3 clusters Score -1.000271e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -10007487.000000 Penalty: 3668.345215
	Iteration 11F: 3 clusters Score -1.000749e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -10011664.000000 Penalty: 3668.345215
	Iteration 12F: 3 clusters Score -1.001166e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -10014504.000000 Penalty: 3668.345215
	Iteration 13Q: 3 clusters Score -1.00145e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -10016295.000000 Penalty: 3668.345215
	Iteration 14Q: 3 clusters Score -1.00163e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 77040 members 
Entering Unmasked Estep 
Score: -10017304.000000 Penalty: 3668.345215
	Iteration 15Q: 3 clusters Score -1.00173e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -10017822.000000 Penalty: 3668.345215
	Iteration 16Q: 3 clusters Score -1.001782e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -10018133.000000 Penalty: 3668.345215
	Iteration 17Q: 3 clusters Score -1.001813e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -10018358.000000 Penalty: 3668.345215
	Iteration 18Q: 3 clusters Score -1.001836e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -10018479.000000 Penalty: 3668.345215
	Iteration 19Q: 3 clusters Score -1.001848e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -10018527.000000 Penalty: 3668.345215
	Iteration 20F: 3 clusters Score -1.001853e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -10018568.000000 Penalty: 3668.345215
	Iteration 21Q: 3 clusters Score -1.001857e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -10018570.000000 Penalty: 3668.345215
	Iteration 22Q: 3 clusters Score -1.001857e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -10018602.000000 Penalty: 3668.345215
	Iteration 23Q: 3 clusters Score -1.00186e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -10018608.000000 Penalty: 3668.345215
	Iteration 24Q: 3 clusters Score -1.001861e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -10018631.000000 Penalty: 3668.345215
	Iteration 25Q: 3 clusters Score -1.001863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 79084 members 
Entering Unmasked Estep 
Score: -10018642.000000 Penalty: 3668.345215
	Iteration 26Q: 3 clusters Score -1.001864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -10018660.000000 Penalty: 3668.345215
	Iteration 27Q: 3 clusters Score -1.001866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -10018666.000000 Penalty: 3668.345215
	Iteration 28Q: 3 clusters Score -1.001867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -10018666.000000 Penalty: 3668.345215
	Iteration 29Q: 3 clusters Score -1.001867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -10018663.000000 Penalty: 3668.345215
	Iteration 30Q: 3 clusters Score -1.001866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -10018679.000000 Penalty: 3668.345215
	Iteration 31Q: 3 clusters Score -1.001868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -10018679.000000 Penalty: 3668.345215
	Iteration 32Q: 3 clusters Score -1.001868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -10018680.000000 Penalty: 3668.345215
	Iteration 33Q: 3 clusters Score -1.001868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
Score: -10018678.000000 Penalty: 3668.345215
	Iteration 34Q: 3 clusters Score -1.001868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 79144 members 
Entering Unmasked Estep 
Score: -10018683.000000 Penalty: 3668.345215
	Iteration 35Q: 3 clusters Score -1.001868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -10018672.000000 Penalty: 3668.345215
	Iteration 36Q: 3 clusters Score -1.001867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -10018685.000000 Penalty: 3668.345215
	Iteration 37Q: 3 clusters Score -1.001868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -10018684.000000 Penalty: 3668.345215
	Iteration 38Q: 3 clusters Score -1.001868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -10018686.000000 Penalty: 3668.345215
	Iteration 39Q: 3 clusters Score -1.001869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -10018683.000000 Penalty: 3668.345215
	Iteration 40F: 3 clusters Score -1.001868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -10018685.000000 Penalty: 3668.345215
	Iteration 41Q: 3 clusters Score -1.001868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -10018677.000000 Penalty: 3668.345215
	Iteration 42Q: 3 clusters Score -1.001868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -10018684.000000 Penalty: 3668.345215
	Iteration 43Q: 3 clusters Score -1.001868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -10018684.000000 Penalty: 3668.345215
	Iteration 44F: 3 clusters Score -1.001868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -158969.187500 Penalty: 1180.518677
	Iteration 0F: 2 clusters Score -158969.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157303.093750 Penalty: 2361.037354
	Iteration 0F: 3 clusters Score -157303.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -157837.015625 Penalty: 2361.037354
	Iteration 1F: 3 clusters Score -157837 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -158115.546875 Penalty: 2361.037354
	Iteration 2F: 3 clusters Score -158115.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -158343.796875 Penalty: 2361.037354
	Iteration 3F: 3 clusters Score -158343.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -158451.640625 Penalty: 2361.037354
	Iteration 4F: 3 clusters Score -158451.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -158518.046875 Penalty: 2361.037354
	Iteration 5Q: 3 clusters Score -158518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -158549.359375 Penalty: 2361.037354
	Iteration 6Q: 3 clusters Score -158549.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -158570.468750 Penalty: 2361.037354
	Iteration 7Q: 3 clusters Score -158570.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -158584.437500 Penalty: 2361.037354
	Iteration 8Q: 3 clusters Score -158584.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -158592.171875 Penalty: 2361.037354
	Iteration 9Q: 3 clusters Score -158592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -158595.875000 Penalty: 2361.037354
	Iteration 10Q: 3 clusters Score -158595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -158600.796875 Penalty: 2361.037354
	Iteration 11Q: 3 clusters Score -158600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -158602.296875 Penalty: 2361.037354
	Iteration 12Q: 3 clusters Score -158602.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -158604.171875 Penalty: 2361.037354
	Iteration 13Q: 3 clusters Score -158604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -158605.453125 Penalty: 2361.037354
	Iteration 14Q: 3 clusters Score -158605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -158606.984375 Penalty: 2361.037354
	Iteration 15Q: 3 clusters Score -158607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -158607.515625 Penalty: 2361.037354
	Iteration 16Q: 3 clusters Score -158607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -158607.515625 Penalty: 2361.037354
	Iteration 17F: 3 clusters Score -158607.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Entering Unmasked Estep 
Score: -1482816.125000 Penalty: 1529.126709
	Iteration 0F: 2 clusters Score -1482816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1474232.500000 Penalty: 3058.253418
	Iteration 0F: 3 clusters Score -1474232 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1477147.500000 Penalty: 3058.253418
	Iteration 1F: 3 clusters Score -1477148 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1477479.250000 Penalty: 3058.253418
	Iteration 2F: 3 clusters Score -1477479 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1477799.500000 Penalty: 3058.253418
	Iteration 3F: 3 clusters Score -1477800 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1478186.250000 Penalty: 3058.253418
	Iteration 4F: 3 clusters Score -1478186 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1478604.000000 Penalty: 3058.253418
	Iteration 5F: 3 clusters Score -1478604 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1479052.750000 Penalty: 3058.253418
	Iteration 6F: 3 clusters Score -1479053 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1479547.875000 Penalty: 3058.253418
	Iteration 7F: 3 clusters Score -1479548 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1480060.375000 Penalty: 3058.253418
	Iteration 8Q: 3 clusters Score -1480060 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1480496.500000 Penalty: 3058.253418
	Iteration 9Q: 3 clusters Score -1480496 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1480808.875000 Penalty: 3058.253418
	Iteration 10Q: 3 clusters Score -1480809 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1480995.750000 Penalty: 3058.253418
	Iteration 11Q: 3 clusters Score -1480996 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1481139.875000 Penalty: 3058.253418
	Iteration 12Q: 3 clusters Score -1481140 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1481229.000000 Penalty: 3058.253418
	Iteration 13Q: 3 clusters Score -1481229 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1481281.750000 Penalty: 3058.253418
	Iteration 14Q: 3 clusters Score -1481282 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1481338.000000 Penalty: 3058.253418
	Iteration 15Q: 3 clusters Score -1481338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1481360.000000 Penalty: 3058.253418
	Iteration 16Q: 3 clusters Score -1481360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1481383.000000 Penalty: 3058.253418
	Iteration 17Q: 3 clusters Score -1481383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1481395.500000 Penalty: 3058.253418
	Iteration 18Q: 3 clusters Score -1481396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1481397.250000 Penalty: 3058.253418
	Iteration 19Q: 3 clusters Score -1481397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1481409.000000 Penalty: 3058.253418
	Iteration 20F: 3 clusters Score -1481409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1481413.750000 Penalty: 3058.253418
	Iteration 21Q: 3 clusters Score -1481414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1481418.625000 Penalty: 3058.253418
	Iteration 22Q: 3 clusters Score -1481419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1481428.625000 Penalty: 3058.253418
	Iteration 23Q: 3 clusters Score -1481429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1481436.125000 Penalty: 3058.253418
	Iteration 24Q: 3 clusters Score -1481436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1481441.750000 Penalty: 3058.253418
	Iteration 25Q: 3 clusters Score -1481442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1481445.125000 Penalty: 3058.253418
	Iteration 26Q: 3 clusters Score -1481445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1481450.000000 Penalty: 3058.253418
	Iteration 27Q: 3 clusters Score -1481450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1481454.375000 Penalty: 3058.253418
	Iteration 28Q: 3 clusters Score -1481454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1481457.125000 Penalty: 3058.253418
	Iteration 29Q: 3 clusters Score -1481457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1481460.250000 Penalty: 3058.253418
	Iteration 30Q: 3 clusters Score -1481460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1481463.500000 Penalty: 3058.253418
	Iteration 31Q: 3 clusters Score -1481464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1481468.125000 Penalty: 3058.253418
	Iteration 32Q: 3 clusters Score -1481468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1481469.750000 Penalty: 3058.253418
	Iteration 33Q: 3 clusters Score -1481470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1481471.000000 Penalty: 3058.253418
	Iteration 34Q: 3 clusters Score -1481471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1481471.500000 Penalty: 3058.253418
	Iteration 35Q: 3 clusters Score -1481472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1481472.125000 Penalty: 3058.253418
	Iteration 36Q: 3 clusters Score -1481472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1481475.750000 Penalty: 3058.253418
	Iteration 37Q: 3 clusters Score -1481476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1481479.000000 Penalty: 3058.253418
	Iteration 38Q: 3 clusters Score -1481479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1481480.875000 Penalty: 3058.253418
	Iteration 39Q: 3 clusters Score -1481481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1481480.750000 Penalty: 3058.253418
	Iteration 40F: 3 clusters Score -1481481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1481486.375000 Penalty: 3058.253418
	Iteration 41Q: 3 clusters Score -1481486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1481493.625000 Penalty: 3058.253418
	Iteration 42Q: 3 clusters Score -1481494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1481500.250000 Penalty: 3058.253418
	Iteration 43Q: 3 clusters Score -1481500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1481504.750000 Penalty: 3058.253418
	Iteration 44Q: 3 clusters Score -1481505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1481504.500000 Penalty: 3058.253418
	Iteration 45Q: 3 clusters Score -1481504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1481504.500000 Penalty: 3058.253418
	Iteration 46Q: 3 clusters Score -1481504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1481504.000000 Penalty: 3058.253418
	Iteration 47Q: 3 clusters Score -1481504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1481505.500000 Penalty: 3058.253418
	Iteration 48Q: 3 clusters Score -1481506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1481510.000000 Penalty: 3058.253418
	Iteration 49Q: 3 clusters Score -1481510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1481510.125000 Penalty: 3058.253418
	Iteration 50Q: 3 clusters Score -1481510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1481516.125000 Penalty: 3058.253418
	Iteration 51Q: 3 clusters Score -1481516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1481517.375000 Penalty: 3058.253418
	Iteration 52Q: 3 clusters Score -1481517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1481520.125000 Penalty: 3058.253418
	Iteration 53Q: 3 clusters Score -1481520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1481521.125000 Penalty: 3058.253418
	Iteration 54Q: 3 clusters Score -1481521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1481520.875000 Penalty: 3058.253418
	Iteration 55Q: 3 clusters Score -1481521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1481523.500000 Penalty: 3058.253418
	Iteration 56Q: 3 clusters Score -1481524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1481525.625000 Penalty: 3058.253418
	Iteration 57Q: 3 clusters Score -1481526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1481524.625000 Penalty: 3058.253418
	Iteration 58Q: 3 clusters Score -1481525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1481526.250000 Penalty: 3058.253418
	Iteration 59Q: 3 clusters Score -1481526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1481525.875000 Penalty: 3058.253418
	Iteration 60F: 3 clusters Score -1481526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1481528.750000 Penalty: 3058.253418
	Iteration 61Q: 3 clusters Score -1481529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1481534.875000 Penalty: 3058.253418
	Iteration 62Q: 3 clusters Score -1481535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1481534.625000 Penalty: 3058.253418
	Iteration 63Q: 3 clusters Score -1481535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1481535.125000 Penalty: 3058.253418
	Iteration 64Q: 3 clusters Score -1481535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1481535.125000 Penalty: 3058.253418
	Iteration 65F: 3 clusters Score -1481535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -208293.015625 Penalty: 1219.553101
	Iteration 0F: 2 clusters Score -208293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -206315.328125 Penalty: 2439.106201
	Iteration 0F: 3 clusters Score -206315.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -206874.218750 Penalty: 2439.106201
	Iteration 1F: 3 clusters Score -206874.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -207123.046875 Penalty: 2439.106201
	Iteration 2F: 3 clusters Score -207123 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -207415.093750 Penalty: 2439.106201
	Iteration 3F: 3 clusters Score -207415.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -207690.968750 Penalty: 2439.106201
	Iteration 4F: 3 clusters Score -207691 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -207833.531250 Penalty: 2439.106201
	Iteration 5F: 3 clusters Score -207833.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -207906.156250 Penalty: 2439.106201
	Iteration 6Q: 3 clusters Score -207906.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -207961.468750 Penalty: 2439.106201
	Iteration 7Q: 3 clusters Score -207961.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -207992.218750 Penalty: 2439.106201
	Iteration 8Q: 3 clusters Score -207992.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -208012.296875 Penalty: 2439.106201
	Iteration 9Q: 3 clusters Score -208012.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -208028.031250 Penalty: 2439.106201
	Iteration 10Q: 3 clusters Score -208028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -208032.890625 Penalty: 2439.106201
	Iteration 11Q: 3 clusters Score -208032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -208033.750000 Penalty: 2439.106201
	Iteration 12Q: 3 clusters Score -208033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -208034.015625 Penalty: 2439.106201
	Iteration 13Q: 3 clusters Score -208034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -208036.281250 Penalty: 2439.106201
	Iteration 14Q: 3 clusters Score -208036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -208036.625000 Penalty: 2439.106201
	Iteration 15Q: 3 clusters Score -208036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -208036.625000 Penalty: 2439.106201
	Iteration 16F: 3 clusters Score -208036.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Entering Unmasked Estep 
Score: -6681693.000000 Penalty: 1766.092773
	Iteration 0F: 2 clusters Score -6681693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -6647411.000000 Penalty: 3532.185547
	Iteration 0F: 3 clusters Score -6647411 nChanged 24692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -6661748.000000 Penalty: 3532.185547
	Iteration 1F: 3 clusters Score -6661748 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -6662431.500000 Penalty: 3532.185547
	Iteration 2Q: 3 clusters Score -6662432 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -6663326.000000 Penalty: 3532.185547
	Iteration 3Q: 3 clusters Score -6663326 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -6664640.000000 Penalty: 3532.185547
	Iteration 4Q: 3 clusters Score -6664640 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -6666477.000000 Penalty: 3532.185547
	Iteration 5F: 3 clusters Score -6666477 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -6668623.500000 Penalty: 3532.185547
	Iteration 6F: 3 clusters Score -6668624 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -6670798.000000 Penalty: 3532.185547
	Iteration 7F: 3 clusters Score -6670798 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -6672215.000000 Penalty: 3532.185547
	Iteration 8F: 3 clusters Score -6672215 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -6673105.500000 Penalty: 3532.185547
	Iteration 9Q: 3 clusters Score -6673106 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -6673604.000000 Penalty: 3532.185547
	Iteration 10Q: 3 clusters Score -6673604 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -6673989.500000 Penalty: 3532.185547
	Iteration 11Q: 3 clusters Score -6673990 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -6674371.500000 Penalty: 3532.185547
	Iteration 12Q: 3 clusters Score -6674372 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -6674771.500000 Penalty: 3532.185547
	Iteration 13Q: 3 clusters Score -6674772 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -6675181.000000 Penalty: 3532.185547
	Iteration 14Q: 3 clusters Score -6675181 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -6675614.500000 Penalty: 3532.185547
	Iteration 15Q: 3 clusters Score -6675614 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -6676045.000000 Penalty: 3532.185547
	Iteration 16Q: 3 clusters Score -6676045 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -6676501.000000 Penalty: 3532.185547
	Iteration 17Q: 3 clusters Score -6676501 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -6676917.000000 Penalty: 3532.185547
	Iteration 18Q: 3 clusters Score -6676917 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -6677362.500000 Penalty: 3532.185547
	Iteration 19Q: 3 clusters Score -6677362 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -6677817.000000 Penalty: 3532.185547
	Iteration 20F: 3 clusters Score -6677817 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -6678230.000000 Penalty: 3532.185547
	Iteration 21Q: 3 clusters Score -6678230 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -6678499.000000 Penalty: 3532.185547
	Iteration 22Q: 3 clusters Score -6678499 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -6678799.500000 Penalty: 3532.185547
	Iteration 23Q: 3 clusters Score -6678800 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -6678970.000000 Penalty: 3532.185547
	Iteration 24Q: 3 clusters Score -6678970 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -6679131.000000 Penalty: 3532.185547
	Iteration 25Q: 3 clusters Score -6679131 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -6679256.500000 Penalty: 3532.185547
	Iteration 26Q: 3 clusters Score -6679256 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -6679337.500000 Penalty: 3532.185547
	Iteration 27Q: 3 clusters Score -6679338 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -6679431.000000 Penalty: 3532.185547
	Iteration 28Q: 3 clusters Score -6679431 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -6679524.000000 Penalty: 3532.185547
	Iteration 29Q: 3 clusters Score -6679524 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -6679604.000000 Penalty: 3532.185547
	Iteration 30Q: 3 clusters Score -6679604 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -6679658.500000 Penalty: 3532.185547
	Iteration 31Q: 3 clusters Score -6679658 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -6679688.500000 Penalty: 3532.185547
	Iteration 32Q: 3 clusters Score -6679688 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -6679756.500000 Penalty: 3532.185547
	Iteration 33Q: 3 clusters Score -6679756 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -6679848.500000 Penalty: 3532.185547
	Iteration 34Q: 3 clusters Score -6679848 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6679895.500000 Penalty: 3532.185547
	Iteration 35Q: 3 clusters Score -6679896 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -6679930.500000 Penalty: 3532.185547
	Iteration 36Q: 3 clusters Score -6679930 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6679943.000000 Penalty: 3532.185547
	Iteration 37Q: 3 clusters Score -6679943 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6679945.000000 Penalty: 3532.185547
	Iteration 38Q: 3 clusters Score -6679945 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -6679968.500000 Penalty: 3532.185547
	Iteration 39Q: 3 clusters Score -6679968 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -6679988.500000 Penalty: 3532.185547
	Iteration 40F: 3 clusters Score -6679988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6680010.500000 Penalty: 3532.185547
	Iteration 41Q: 3 clusters Score -6680010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6680029.500000 Penalty: 3532.185547
	Iteration 42Q: 3 clusters Score -6680030 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6680068.500000 Penalty: 3532.185547
	Iteration 43Q: 3 clusters Score -6680068 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6680074.000000 Penalty: 3532.185547
	Iteration 44Q: 3 clusters Score -6680074 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6680081.000000 Penalty: 3532.185547
	Iteration 45Q: 3 clusters Score -6680081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6680111.000000 Penalty: 3532.185547
	Iteration 46Q: 3 clusters Score -6680111 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6680133.500000 Penalty: 3532.185547
	Iteration 47Q: 3 clusters Score -6680134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6680134.000000 Penalty: 3532.185547
	Iteration 48Q: 3 clusters Score -6680134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6680155.000000 Penalty: 3532.185547
	Iteration 49Q: 3 clusters Score -6680155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6680200.500000 Penalty: 3532.185547
	Iteration 50Q: 3 clusters Score -6680200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6680196.000000 Penalty: 3532.185547
	Iteration 51Q: 3 clusters Score -6680196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6680197.000000 Penalty: 3532.185547
	Iteration 52Q: 3 clusters Score -6680197 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6680199.000000 Penalty: 3532.185547
	Iteration 53Q: 3 clusters Score -6680199 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6680208.000000 Penalty: 3532.185547
	Iteration 54Q: 3 clusters Score -6680208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6680230.500000 Penalty: 3532.185547
	Iteration 55Q: 3 clusters Score -6680230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6680241.500000 Penalty: 3532.185547
	Iteration 56Q: 3 clusters Score -6680242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6680244.500000 Penalty: 3532.185547
	Iteration 57Q: 3 clusters Score -6680244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6680251.500000 Penalty: 3532.185547
	Iteration 58Q: 3 clusters Score -6680252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6680254.500000 Penalty: 3532.185547
	Iteration 59Q: 3 clusters Score -6680254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6680268.500000 Penalty: 3532.185547
	Iteration 60F: 3 clusters Score -6680268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6680269.500000 Penalty: 3532.185547
	Iteration 61Q: 3 clusters Score -6680270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6680270.000000 Penalty: 3532.185547
	Iteration 62Q: 3 clusters Score -6680270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6680281.500000 Penalty: 3532.185547
	Iteration 63Q: 3 clusters Score -6680282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6680284.500000 Penalty: 3532.185547
	Iteration 64Q: 3 clusters Score -6680284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6680303.000000 Penalty: 3532.185547
	Iteration 65Q: 3 clusters Score -6680303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6680306.500000 Penalty: 3532.185547
	Iteration 66Q: 3 clusters Score -6680306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6680314.500000 Penalty: 3532.185547
	Iteration 67Q: 3 clusters Score -6680314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6680321.000000 Penalty: 3532.185547
	Iteration 68Q: 3 clusters Score -6680321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6680325.500000 Penalty: 3532.185547
	Iteration 69Q: 3 clusters Score -6680326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6680328.000000 Penalty: 3532.185547
	Iteration 70Q: 3 clusters Score -6680328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6680325.000000 Penalty: 3532.185547
	Iteration 71Q: 3 clusters Score -6680325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6680326.000000 Penalty: 3532.185547
	Iteration 72Q: 3 clusters Score -6680326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6680322.500000 Penalty: 3532.185547
	Iteration 73Q: 3 clusters Score -6680322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6680324.500000 Penalty: 3532.185547
	Iteration 74Q: 3 clusters Score -6680324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6680325.000000 Penalty: 3532.185547
	Iteration 75Q: 3 clusters Score -6680325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6680327.000000 Penalty: 3532.185547
	Iteration 76Q: 3 clusters Score -6680327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6680331.000000 Penalty: 3532.185547
	Iteration 77Q: 3 clusters Score -6680331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6680328.000000 Penalty: 3532.185547
	Iteration 78Q: 3 clusters Score -6680328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6680337.000000 Penalty: 3532.185547
	Iteration 79Q: 3 clusters Score -6680337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6680335.500000 Penalty: 3532.185547
	Iteration 80F: 3 clusters Score -6680336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6680340.000000 Penalty: 3532.185547
	Iteration 81Q: 3 clusters Score -6680340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6680340.500000 Penalty: 3532.185547
	Iteration 82Q: 3 clusters Score -6680340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6680338.500000 Penalty: 3532.185547
	Iteration 83Q: 3 clusters Score -6680338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6680330.000000 Penalty: 3532.185547
	Iteration 84Q: 3 clusters Score -6680330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6680330.500000 Penalty: 3532.185547
	Iteration 85Q: 3 clusters Score -6680330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6680329.000000 Penalty: 3532.185547
	Iteration 86Q: 3 clusters Score -6680329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6680323.500000 Penalty: 3532.185547
	Iteration 87Q: 3 clusters Score -6680324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6680328.500000 Penalty: 3532.185547
	Iteration 88Q: 3 clusters Score -6680328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6680327.500000 Penalty: 3532.185547
	Iteration 89Q: 3 clusters Score -6680328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6680327.500000 Penalty: 3532.185547
	Iteration 90F: 3 clusters Score -6680328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -393841.656250 Penalty: 1317.014404
	Iteration 0F: 2 clusters Score -393841.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -390896.093750 Penalty: 2634.028809
	Iteration 0F: 3 clusters Score -390896.1 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -391598.406250 Penalty: 2634.028809
	Iteration 1F: 3 clusters Score -391598.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -391722.000000 Penalty: 2634.028809
	Iteration 2F: 3 clusters Score -391722 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -391814.562500 Penalty: 2634.028809
	Iteration 3F: 3 clusters Score -391814.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -391889.906250 Penalty: 2634.028809
	Iteration 4Q: 3 clusters Score -391889.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -391943.437500 Penalty: 2634.028809
	Iteration 5Q: 3 clusters Score -391943.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -391984.937500 Penalty: 2634.028809
	Iteration 6Q: 3 clusters Score -391984.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -392031.875000 Penalty: 2634.028809
	Iteration 7Q: 3 clusters Score -392031.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -392068.281250 Penalty: 2634.028809
	Iteration 8Q: 3 clusters Score -392068.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -392100.562500 Penalty: 2634.028809
	Iteration 9Q: 3 clusters Score -392100.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -392122.156250 Penalty: 2634.028809
	Iteration 10Q: 3 clusters Score -392122.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -392140.406250 Penalty: 2634.028809
	Iteration 11Q: 3 clusters Score -392140.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -392164.937500 Penalty: 2634.028809
	Iteration 12Q: 3 clusters Score -392164.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -392182.250000 Penalty: 2634.028809
	Iteration 13Q: 3 clusters Score -392182.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -392197.687500 Penalty: 2634.028809
	Iteration 14Q: 3 clusters Score -392197.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -392218.093750 Penalty: 2634.028809
	Iteration 15Q: 3 clusters Score -392218.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -392235.718750 Penalty: 2634.028809
	Iteration 16Q: 3 clusters Score -392235.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -392251.062500 Penalty: 2634.028809
	Iteration 17Q: 3 clusters Score -392251.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -392262.218750 Penalty: 2634.028809
	Iteration 18Q: 3 clusters Score -392262.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -392275.250000 Penalty: 2634.028809
	Iteration 19Q: 3 clusters Score -392275.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -392293.750000 Penalty: 2634.028809
	Iteration 20F: 3 clusters Score -392293.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -392317.875000 Penalty: 2634.028809
	Iteration 21Q: 3 clusters Score -392317.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -392344.406250 Penalty: 2634.028809
	Iteration 22Q: 3 clusters Score -392344.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -392376.125000 Penalty: 2634.028809
	Iteration 23Q: 3 clusters Score -392376.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -392414.750000 Penalty: 2634.028809
	Iteration 24Q: 3 clusters Score -392414.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -392461.062500 Penalty: 2634.028809
	Iteration 25Q: 3 clusters Score -392461.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -392513.843750 Penalty: 2634.028809
	Iteration 26Q: 3 clusters Score -392513.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -392562.343750 Penalty: 2634.028809
	Iteration 27Q: 3 clusters Score -392562.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -392594.125000 Penalty: 2634.028809
	Iteration 28Q: 3 clusters Score -392594.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -392626.218750 Penalty: 2634.028809
	Iteration 29Q: 3 clusters Score -392626.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -392658.312500 Penalty: 2634.028809
	Iteration 30Q: 3 clusters Score -392658.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -392695.343750 Penalty: 2634.028809
	Iteration 31Q: 3 clusters Score -392695.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -392728.750000 Penalty: 2634.028809
	Iteration 32Q: 3 clusters Score -392728.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -392761.625000 Penalty: 2634.028809
	Iteration 33Q: 3 clusters Score -392761.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -392786.156250 Penalty: 2634.028809
	Iteration 34Q: 3 clusters Score -392786.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -392811.531250 Penalty: 2634.028809
	Iteration 35Q: 3 clusters Score -392811.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -392833.625000 Penalty: 2634.028809
	Iteration 36Q: 3 clusters Score -392833.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -392853.031250 Penalty: 2634.028809
	Iteration 37Q: 3 clusters Score -392853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -392870.218750 Penalty: 2634.028809
	Iteration 38Q: 3 clusters Score -392870.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -392887.812500 Penalty: 2634.028809
	Iteration 39Q: 3 clusters Score -392887.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -392902.375000 Penalty: 2634.028809
	Iteration 40F: 3 clusters Score -392902.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -392911.406250 Penalty: 2634.028809
	Iteration 41Q: 3 clusters Score -392911.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -392916.625000 Penalty: 2634.028809
	Iteration 42Q: 3 clusters Score -392916.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -392925.281250 Penalty: 2634.028809
	Iteration 43Q: 3 clusters Score -392925.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -392931.062500 Penalty: 2634.028809
	Iteration 44Q: 3 clusters Score -392931.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -392935.125000 Penalty: 2634.028809
	Iteration 45Q: 3 clusters Score -392935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -392937.406250 Penalty: 2634.028809
	Iteration 46Q: 3 clusters Score -392937.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -392942.406250 Penalty: 2634.028809
	Iteration 47Q: 3 clusters Score -392942.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -392946.875000 Penalty: 2634.028809
	Iteration 48Q: 3 clusters Score -392946.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -392952.781250 Penalty: 2634.028809
	Iteration 49Q: 3 clusters Score -392952.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -392954.906250 Penalty: 2634.028809
	Iteration 50Q: 3 clusters Score -392954.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -392957.562500 Penalty: 2634.028809
	Iteration 51Q: 3 clusters Score -392957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -392959.781250 Penalty: 2634.028809
	Iteration 52Q: 3 clusters Score -392959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -392959.468750 Penalty: 2634.028809
	Iteration 53Q: 3 clusters Score -392959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -392959.468750 Penalty: 2634.028809
	Iteration 54F: 3 clusters Score -392959.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Entering Unmasked Estep 
Score: -644080.500000 Penalty: 1393.389893
	Iteration 0F: 2 clusters Score -644080.5 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 2652 members 
Entering Unmasked Estep 
Score: -639941.562500 Penalty: 2786.779785
	Iteration 0F: 3 clusters Score -639941.6 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -641124.062500 Penalty: 2786.779785
	Iteration 1F: 3 clusters Score -641124.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -641299.750000 Penalty: 2786.779785
	Iteration 2F: 3 clusters Score -641299.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -641415.000000 Penalty: 2786.779785
	Iteration 3Q: 3 clusters Score -641415 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -641522.000000 Penalty: 2786.779785
	Iteration 4Q: 3 clusters Score -641522 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -641624.437500 Penalty: 2786.779785
	Iteration 5Q: 3 clusters Score -641624.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -641718.062500 Penalty: 2786.779785
	Iteration 6Q: 3 clusters Score -641718.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -641821.125000 Penalty: 2786.779785
	Iteration 7Q: 3 clusters Score -641821.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -641905.937500 Penalty: 2786.779785
	Iteration 8Q: 3 clusters Score -641905.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -641976.000000 Penalty: 2786.779785
	Iteration 9Q: 3 clusters Score -641976 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -642044.875000 Penalty: 2786.779785
	Iteration 10Q: 3 clusters Score -642044.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -642126.562500 Penalty: 2786.779785
	Iteration 11Q: 3 clusters Score -642126.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -642221.062500 Penalty: 2786.779785
	Iteration 12Q: 3 clusters Score -642221.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -642326.375000 Penalty: 2786.779785
	Iteration 13Q: 3 clusters Score -642326.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -642439.750000 Penalty: 2786.779785
	Iteration 14Q: 3 clusters Score -642439.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -642543.875000 Penalty: 2786.779785
	Iteration 15Q: 3 clusters Score -642543.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -642635.687500 Penalty: 2786.779785
	Iteration 16Q: 3 clusters Score -642635.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -642715.812500 Penalty: 2786.779785
	Iteration 17Q: 3 clusters Score -642715.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -642817.250000 Penalty: 2786.779785
	Iteration 18Q: 3 clusters Score -642817.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -642918.062500 Penalty: 2786.779785
	Iteration 19Q: 3 clusters Score -642918.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -642997.500000 Penalty: 2786.779785
	Iteration 20F: 3 clusters Score -642997.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -643061.437500 Penalty: 2786.779785
	Iteration 21Q: 3 clusters Score -643061.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -643095.437500 Penalty: 2786.779785
	Iteration 22Q: 3 clusters Score -643095.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -643111.875000 Penalty: 2786.779785
	Iteration 23Q: 3 clusters Score -643111.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -643125.437500 Penalty: 2786.779785
	Iteration 24Q: 3 clusters Score -643125.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -643134.000000 Penalty: 2786.779785
	Iteration 25Q: 3 clusters Score -643134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -643142.437500 Penalty: 2786.779785
	Iteration 26Q: 3 clusters Score -643142.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -643151.875000 Penalty: 2786.779785
	Iteration 27Q: 3 clusters Score -643151.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -643159.437500 Penalty: 2786.779785
	Iteration 28Q: 3 clusters Score -643159.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -643170.125000 Penalty: 2786.779785
	Iteration 29Q: 3 clusters Score -643170.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -643182.125000 Penalty: 2786.779785
	Iteration 30Q: 3 clusters Score -643182.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -643188.562500 Penalty: 2786.779785
	Iteration 31Q: 3 clusters Score -643188.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -643192.750000 Penalty: 2786.779785
	Iteration 32Q: 3 clusters Score -643192.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -643197.125000 Penalty: 2786.779785
	Iteration 33Q: 3 clusters Score -643197.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -643199.437500 Penalty: 2786.779785
	Iteration 34Q: 3 clusters Score -643199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -643201.812500 Penalty: 2786.779785
	Iteration 35Q: 3 clusters Score -643201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -643204.000000 Penalty: 2786.779785
	Iteration 36Q: 3 clusters Score -643204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -643203.937500 Penalty: 2786.779785
	Iteration 37Q: 3 clusters Score -643203.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -643204.937500 Penalty: 2786.779785
	Iteration 38Q: 3 clusters Score -643204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -643203.437500 Penalty: 2786.779785
	Iteration 39Q: 3 clusters Score -643203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -643205.312500 Penalty: 2786.779785
	Iteration 40F: 3 clusters Score -643205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -643208.750000 Penalty: 2786.779785
	Iteration 41Q: 3 clusters Score -643208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -643210.500000 Penalty: 2786.779785
	Iteration 42Q: 3 clusters Score -643210.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -643211.937500 Penalty: 2786.779785
	Iteration 43Q: 3 clusters Score -643211.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -643213.687500 Penalty: 2786.779785
	Iteration 44Q: 3 clusters Score -643213.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -643214.375000 Penalty: 2786.779785
	Iteration 45Q: 3 clusters Score -643214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -643215.687500 Penalty: 2786.779785
	Iteration 46Q: 3 clusters Score -643215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -643216.875000 Penalty: 2786.779785
	Iteration 47Q: 3 clusters Score -643216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -643216.937500 Penalty: 2786.779785
	Iteration 48Q: 3 clusters Score -643216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -643217.687500 Penalty: 2786.779785
	Iteration 49Q: 3 clusters Score -643217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -643218.250000 Penalty: 2786.779785
	Iteration 50Q: 3 clusters Score -643218.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -643218.812500 Penalty: 2786.779785
	Iteration 51Q: 3 clusters Score -643218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -643220.250000 Penalty: 2786.779785
	Iteration 52Q: 3 clusters Score -643220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -643220.250000 Penalty: 2786.779785
	Iteration 53F: 3 clusters Score -643220.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (93105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Entering Unmasked Estep 
Score: -11653359.000000 Penalty: 1859.241089
	Iteration 0F: 2 clusters Score -1.165336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -11596870.000000 Penalty: 3718.482178
	Iteration 0F: 3 clusters Score -1.159687e+07 nChanged 44454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -11622048.000000 Penalty: 3718.482178
	Iteration 1F: 3 clusters Score -1.162205e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -11622501.000000 Penalty: 3718.482178
	Iteration 2Q: 3 clusters Score -1.16225e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -11622979.000000 Penalty: 3718.482178
	Iteration 3Q: 3 clusters Score -1.162298e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -11623390.000000 Penalty: 3718.482178
	Iteration 4Q: 3 clusters Score -1.162339e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -11624032.000000 Penalty: 3718.482178
	Iteration 5Q: 3 clusters Score -1.162403e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -11624886.000000 Penalty: 3718.482178
	Iteration 6Q: 3 clusters Score -1.162489e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -11626252.000000 Penalty: 3718.482178
	Iteration 7Q: 3 clusters Score -1.162625e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -11628383.000000 Penalty: 3718.482178
	Iteration 8Q: 3 clusters Score -1.162838e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -11631645.000000 Penalty: 3718.482178
	Iteration 9F: 3 clusters Score -1.163164e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -11636404.000000 Penalty: 3718.482178
	Iteration 10F: 3 clusters Score -1.16364e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -11641839.000000 Penalty: 3718.482178
	Iteration 11F: 3 clusters Score -1.164184e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -11645998.000000 Penalty: 3718.482178
	Iteration 12F: 3 clusters Score -1.1646e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -11647747.000000 Penalty: 3718.482178
	Iteration 13Q: 3 clusters Score -1.164775e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -11648574.000000 Penalty: 3718.482178
	Iteration 14Q: 3 clusters Score -1.164857e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -11649033.000000 Penalty: 3718.482178
	Iteration 15Q: 3 clusters Score -1.164903e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -11649489.000000 Penalty: 3718.482178
	Iteration 16Q: 3 clusters Score -1.164949e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -11649701.000000 Penalty: 3718.482178
	Iteration 17Q: 3 clusters Score -1.16497e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -11649896.000000 Penalty: 3718.482178
	Iteration 18Q: 3 clusters Score -1.16499e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -11650172.000000 Penalty: 3718.482178
	Iteration 19Q: 3 clusters Score -1.165017e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -11650353.000000 Penalty: 3718.482178
	Iteration 20F: 3 clusters Score -1.165035e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -11650509.000000 Penalty: 3718.482178
	Iteration 21Q: 3 clusters Score -1.165051e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -11650665.000000 Penalty: 3718.482178
	Iteration 22Q: 3 clusters Score -1.165066e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -11650846.000000 Penalty: 3718.482178
	Iteration 23Q: 3 clusters Score -1.165085e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -11651020.000000 Penalty: 3718.482178
	Iteration 24Q: 3 clusters Score -1.165102e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -11651200.000000 Penalty: 3718.482178
	Iteration 25Q: 3 clusters Score -1.16512e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -11651335.000000 Penalty: 3718.482178
	Iteration 26Q: 3 clusters Score -1.165134e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -11651360.000000 Penalty: 3718.482178
	Iteration 27Q: 3 clusters Score -1.165136e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -11651432.000000 Penalty: 3718.482178
	Iteration 28Q: 3 clusters Score -1.165143e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -11651539.000000 Penalty: 3718.482178
	Iteration 29Q: 3 clusters Score -1.165154e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -11651667.000000 Penalty: 3718.482178
	Iteration 30Q: 3 clusters Score -1.165167e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -11651753.000000 Penalty: 3718.482178
	Iteration 31Q: 3 clusters Score -1.165175e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 75030 members 
Entering Unmasked Estep 
Score: -11651913.000000 Penalty: 3718.482178
	Iteration 32Q: 3 clusters Score -1.165191e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -11652072.000000 Penalty: 3718.482178
	Iteration 33Q: 3 clusters Score -1.165207e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -11652271.000000 Penalty: 3718.482178
	Iteration 34Q: 3 clusters Score -1.165227e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -11652398.000000 Penalty: 3718.482178
	Iteration 35Q: 3 clusters Score -1.16524e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 77967 members 
Entering Unmasked Estep 
Score: -11652505.000000 Penalty: 3718.482178
	Iteration 36Q: 3 clusters Score -1.16525e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -11652612.000000 Penalty: 3718.482178
	Iteration 37Q: 3 clusters Score -1.165261e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -11652734.000000 Penalty: 3718.482178
	Iteration 38Q: 3 clusters Score -1.165273e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -11652892.000000 Penalty: 3718.482178
	Iteration 39Q: 3 clusters Score -1.165289e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -11652968.000000 Penalty: 3718.482178
	Iteration 40F: 3 clusters Score -1.165297e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -11653014.000000 Penalty: 3718.482178
	Iteration 41Q: 3 clusters Score -1.165301e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -11653073.000000 Penalty: 3718.482178
	Iteration 42Q: 3 clusters Score -1.165307e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -11653094.000000 Penalty: 3718.482178
	Iteration 43Q: 3 clusters Score -1.165309e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -11653141.000000 Penalty: 3718.482178
	Iteration 44Q: 3 clusters Score -1.165314e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 83012 members 
Entering Unmasked Estep 
Score: -11653072.000000 Penalty: 3718.482178
	Iteration 45Q: 3 clusters Score -1.165307e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -11653032.000000 Penalty: 3718.482178
	Iteration 46Q: 3 clusters Score -1.165303e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -11652983.000000 Penalty: 3718.482178
	Iteration 47Q: 3 clusters Score -1.165298e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -11652984.000000 Penalty: 3718.482178
	Iteration 48Q: 3 clusters Score -1.165298e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -11652945.000000 Penalty: 3718.482178
	Iteration 49Q: 3 clusters Score -1.165294e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -11652873.000000 Penalty: 3718.482178
	Iteration 50Q: 3 clusters Score -1.165287e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -11652878.000000 Penalty: 3718.482178
	Iteration 51Q: 3 clusters Score -1.165288e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 85481 members 
Entering Unmasked Estep 
Score: -11652832.000000 Penalty: 3718.482178
	Iteration 52Q: 3 clusters Score -1.165283e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -11652784.000000 Penalty: 3718.482178
	Iteration 53Q: 3 clusters Score -1.165278e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -11652782.000000 Penalty: 3718.482178
	Iteration 54Q: 3 clusters Score -1.165278e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -11652740.000000 Penalty: 3718.482178
	Iteration 55Q: 3 clusters Score -1.165274e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -11652718.000000 Penalty: 3718.482178
	Iteration 56Q: 3 clusters Score -1.165272e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -11652683.000000 Penalty: 3718.482178
	Iteration 57Q: 3 clusters Score -1.165268e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -11652676.000000 Penalty: 3718.482178
	Iteration 58Q: 3 clusters Score -1.165268e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -11652577.000000 Penalty: 3718.482178
	Iteration 59Q: 3 clusters Score -1.165258e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -11652580.000000 Penalty: 3718.482178
	Iteration 60F: 3 clusters Score -1.165258e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 88075 members 
Entering Unmasked Estep 
Score: -11652579.000000 Penalty: 3718.482178
	Iteration 61Q: 3 clusters Score -1.165258e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -11652569.000000 Penalty: 3718.482178
	Iteration 62Q: 3 clusters Score -1.165257e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -11652563.000000 Penalty: 3718.482178
	Iteration 63Q: 3 clusters Score -1.165256e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 88676 members 
Entering Unmasked Estep 
Score: -11652564.000000 Penalty: 3718.482178
	Iteration 64Q: 3 clusters Score -1.165256e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -11652596.000000 Penalty: 3718.482178
	Iteration 65Q: 3 clusters Score -1.16526e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -11652586.000000 Penalty: 3718.482178
	Iteration 66Q: 3 clusters Score -1.165259e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -11652568.000000 Penalty: 3718.482178
	Iteration 67Q: 3 clusters Score -1.165257e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -11652563.000000 Penalty: 3718.482178
	Iteration 68Q: 3 clusters Score -1.165256e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -11652528.000000 Penalty: 3718.482178
	Iteration 69Q: 3 clusters Score -1.165253e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -11652504.000000 Penalty: 3718.482178
	Iteration 70Q: 3 clusters Score -1.16525e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -11652484.000000 Penalty: 3718.482178
	Iteration 71Q: 3 clusters Score -1.165248e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -11652464.000000 Penalty: 3718.482178
	Iteration 72Q: 3 clusters Score -1.165246e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -11652436.000000 Penalty: 3718.482178
	Iteration 73Q: 3 clusters Score -1.165244e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -11652414.000000 Penalty: 3718.482178
	Iteration 74Q: 3 clusters Score -1.165241e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -11652408.000000 Penalty: 3718.482178
	Iteration 75Q: 3 clusters Score -1.165241e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -11652422.000000 Penalty: 3718.482178
	Iteration 76Q: 3 clusters Score -1.165242e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -11652417.000000 Penalty: 3718.482178
	Iteration 77Q: 3 clusters Score -1.165242e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -11652416.000000 Penalty: 3718.482178
	Iteration 78Q: 3 clusters Score -1.165242e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 90510 members 
Entering Unmasked Estep 
Score: -11652409.000000 Penalty: 3718.482178
	Iteration 79Q: 3 clusters Score -1.165241e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -11652404.000000 Penalty: 3718.482178
	Iteration 80F: 3 clusters Score -1.16524e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -11652410.000000 Penalty: 3718.482178
	Iteration 81Q: 3 clusters Score -1.165241e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -11652411.000000 Penalty: 3718.482178
	Iteration 82Q: 3 clusters Score -1.165241e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
Score: -11652406.000000 Penalty: 3718.482178
	Iteration 83Q: 3 clusters Score -1.165241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -11652407.000000 Penalty: 3718.482178
	Iteration 84Q: 3 clusters Score -1.165241e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -11652389.000000 Penalty: 3718.482178
	Iteration 85Q: 3 clusters Score -1.165239e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -11652389.000000 Penalty: 3718.482178
	Iteration 86Q: 3 clusters Score -1.165239e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -11652391.000000 Penalty: 3718.482178
	Iteration 87Q: 3 clusters Score -1.165239e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -11652391.000000 Penalty: 3718.482178
	Iteration 88Q: 3 clusters Score -1.165239e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -11652369.000000 Penalty: 3718.482178
	Iteration 89Q: 3 clusters Score -1.165237e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 90937 members 
Entering Unmasked Estep 
Score: -11652358.000000 Penalty: 3718.482178
	Iteration 90Q: 3 clusters Score -1.165236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -11652355.000000 Penalty: 3718.482178
	Iteration 91Q: 3 clusters Score -1.165236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -11652349.000000 Penalty: 3718.482178
	Iteration 92Q: 3 clusters Score -1.165235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -11652350.000000 Penalty: 3718.482178
	Iteration 93Q: 3 clusters Score -1.165235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -11652351.000000 Penalty: 3718.482178
	Iteration 94Q: 3 clusters Score -1.165235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -11652357.000000 Penalty: 3718.482178
	Iteration 95Q: 3 clusters Score -1.165236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -11652337.000000 Penalty: 3718.482178
	Iteration 96Q: 3 clusters Score -1.165234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -11652339.000000 Penalty: 3718.482178
	Iteration 97Q: 3 clusters Score -1.165234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -11652337.000000 Penalty: 3718.482178
	Iteration 98Q: 3 clusters Score -1.165234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 91114 members 
Entering Unmasked Estep 
Score: -11652336.000000 Penalty: 3718.482178
	Iteration 99Q: 3 clusters Score -1.165234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 91131 members 
Entering Unmasked Estep 
Score: -11652341.000000 Penalty: 3718.482178
	Iteration 100F: 3 clusters Score -1.165234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -11652343.000000 Penalty: 3718.482178
	Iteration 101Q: 3 clusters Score -1.165234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -11652341.000000 Penalty: 3718.482178
	Iteration 102Q: 3 clusters Score -1.165234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -11652342.000000 Penalty: 3718.482178
	Iteration 103Q: 3 clusters Score -1.165234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -11652327.000000 Penalty: 3718.482178
	Iteration 104Q: 3 clusters Score -1.165233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -11652333.000000 Penalty: 3718.482178
	Iteration 105Q: 3 clusters Score -1.165233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 91243 members 
Entering Unmasked Estep 
Score: -11652342.000000 Penalty: 3718.482178
	Iteration 106Q: 3 clusters Score -1.165234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -11652345.000000 Penalty: 3718.482178
	Iteration 107Q: 3 clusters Score -1.165234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -11652354.000000 Penalty: 3718.482178
	Iteration 108Q: 3 clusters Score -1.165235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -11652349.000000 Penalty: 3718.482178
	Iteration 109Q: 3 clusters Score -1.165235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -11652354.000000 Penalty: 3718.482178
	Iteration 110Q: 3 clusters Score -1.165235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -11652346.000000 Penalty: 3718.482178
	Iteration 111Q: 3 clusters Score -1.165235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -11652350.000000 Penalty: 3718.482178
	Iteration 112Q: 3 clusters Score -1.165235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -11652363.000000 Penalty: 3718.482178
	Iteration 113Q: 3 clusters Score -1.165236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -11652358.000000 Penalty: 3718.482178
	Iteration 114Q: 3 clusters Score -1.165236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -11652352.000000 Penalty: 3718.482178
	Iteration 115Q: 3 clusters Score -1.165235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -11652352.000000 Penalty: 3718.482178
	Iteration 116Q: 3 clusters Score -1.165235e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -11652343.000000 Penalty: 3718.482178
	Iteration 117Q: 3 clusters Score -1.165234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -11652355.000000 Penalty: 3718.482178
	Iteration 118Q: 3 clusters Score -1.165236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -11652351.000000 Penalty: 3718.482178
	Iteration 119Q: 3 clusters Score -1.165235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 91415 members 
Entering Unmasked Estep 
Score: -11652354.000000 Penalty: 3718.482178
	Iteration 120F: 3 clusters Score -1.165235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -11652361.000000 Penalty: 3718.482178
	Iteration 121Q: 3 clusters Score -1.165236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 91442 members 
Entering Unmasked Estep 
Score: -11652359.000000 Penalty: 3718.482178
	Iteration 122Q: 3 clusters Score -1.165236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -11652351.000000 Penalty: 3718.482178
	Iteration 123Q: 3 clusters Score -1.165235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -11652353.000000 Penalty: 3718.482178
	Iteration 124Q: 3 clusters Score -1.165235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -11652354.000000 Penalty: 3718.482178
	Iteration 125Q: 3 clusters Score -1.165235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -11652362.000000 Penalty: 3718.482178
	Iteration 126Q: 3 clusters Score -1.165236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -11652352.000000 Penalty: 3718.482178
	Iteration 127Q: 3 clusters Score -1.165235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -11652359.000000 Penalty: 3718.482178
	Iteration 128Q: 3 clusters Score -1.165236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -11652351.000000 Penalty: 3718.482178
	Iteration 129Q: 3 clusters Score -1.165235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -11652359.000000 Penalty: 3718.482178
	Iteration 130Q: 3 clusters Score -1.165236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -11652365.000000 Penalty: 3718.482178
	Iteration 131Q: 3 clusters Score -1.165236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -11652357.000000 Penalty: 3718.482178
	Iteration 132Q: 3 clusters Score -1.165236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 91492 members 
Entering Unmasked Estep 
Score: -11652360.000000 Penalty: 3718.482178
	Iteration 133Q: 3 clusters Score -1.165236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 91492 members 
Entering Unmasked Estep 
Score: -11652360.000000 Penalty: 3718.482178
	Iteration 134F: 3 clusters Score -1.165236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (79865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Entering Unmasked Estep 
Score: -10042975.000000 Penalty: 1834.315063
	Iteration 0F: 2 clusters Score -1.004298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -9990310.000000 Penalty: 3668.630127
	Iteration 0F: 3 clusters Score -9990310 nChanged 38015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -10011836.000000 Penalty: 3668.630127
	Iteration 1F: 3 clusters Score -1.001184e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -10012308.000000 Penalty: 3668.630127
	Iteration 2Q: 3 clusters Score -1.001231e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -10013037.000000 Penalty: 3668.630127
	Iteration 3Q: 3 clusters Score -1.001304e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -10014028.000000 Penalty: 3668.630127
	Iteration 4Q: 3 clusters Score -1.001403e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -10015337.000000 Penalty: 3668.630127
	Iteration 5Q: 3 clusters Score -1.001534e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -10017215.000000 Penalty: 3668.630127
	Iteration 6Q: 3 clusters Score -1.001722e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -10020060.000000 Penalty: 3668.630127
	Iteration 7F: 3 clusters Score -1.002006e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -10024025.000000 Penalty: 3668.630127
	Iteration 8F: 3 clusters Score -1.002402e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -10028166.000000 Penalty: 3668.630127
	Iteration 9F: 3 clusters Score -1.002817e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -10030868.000000 Penalty: 3668.630127
	Iteration 10F: 3 clusters Score -1.003087e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -10031939.000000 Penalty: 3668.630127
	Iteration 11Q: 3 clusters Score -1.003194e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -10032455.000000 Penalty: 3668.630127
	Iteration 12Q: 3 clusters Score -1.003246e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -10032781.000000 Penalty: 3668.630127
	Iteration 13Q: 3 clusters Score -1.003278e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -10033070.000000 Penalty: 3668.630127
	Iteration 14Q: 3 clusters Score -1.003307e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -10033348.000000 Penalty: 3668.630127
	Iteration 15Q: 3 clusters Score -1.003335e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -10033673.000000 Penalty: 3668.630127
	Iteration 16Q: 3 clusters Score -1.003367e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -10033961.000000 Penalty: 3668.630127
	Iteration 17Q: 3 clusters Score -1.003396e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -10034221.000000 Penalty: 3668.630127
	Iteration 18Q: 3 clusters Score -1.003422e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -10034455.000000 Penalty: 3668.630127
	Iteration 19Q: 3 clusters Score -1.003446e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -10034620.000000 Penalty: 3668.630127
	Iteration 20F: 3 clusters Score -1.003462e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -10034804.000000 Penalty: 3668.630127
	Iteration 21Q: 3 clusters Score -1.00348e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -10035056.000000 Penalty: 3668.630127
	Iteration 22Q: 3 clusters Score -1.003506e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -10035336.000000 Penalty: 3668.630127
	Iteration 23Q: 3 clusters Score -1.003534e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -10035545.000000 Penalty: 3668.630127
	Iteration 24Q: 3 clusters Score -1.003554e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -10035697.000000 Penalty: 3668.630127
	Iteration 25Q: 3 clusters Score -1.00357e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -10035864.000000 Penalty: 3668.630127
	Iteration 26Q: 3 clusters Score -1.003586e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -10036035.000000 Penalty: 3668.630127
	Iteration 27Q: 3 clusters Score -1.003604e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -10036175.000000 Penalty: 3668.630127
	Iteration 28Q: 3 clusters Score -1.003618e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -10036291.000000 Penalty: 3668.630127
	Iteration 29Q: 3 clusters Score -1.003629e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -10036378.000000 Penalty: 3668.630127
	Iteration 30Q: 3 clusters Score -1.003638e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -10036471.000000 Penalty: 3668.630127
	Iteration 31Q: 3 clusters Score -1.003647e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -10036546.000000 Penalty: 3668.630127
	Iteration 32Q: 3 clusters Score -1.003655e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -10036596.000000 Penalty: 3668.630127
	Iteration 33Q: 3 clusters Score -1.00366e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -10036711.000000 Penalty: 3668.630127
	Iteration 34Q: 3 clusters Score -1.003671e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -10036794.000000 Penalty: 3668.630127
	Iteration 35Q: 3 clusters Score -1.003679e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -10036860.000000 Penalty: 3668.630127
	Iteration 36Q: 3 clusters Score -1.003686e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -10036949.000000 Penalty: 3668.630127
	Iteration 37Q: 3 clusters Score -1.003695e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -10037012.000000 Penalty: 3668.630127
	Iteration 38Q: 3 clusters Score -1.003701e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -10037113.000000 Penalty: 3668.630127
	Iteration 39Q: 3 clusters Score -1.003711e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -10037205.000000 Penalty: 3668.630127
	Iteration 40F: 3 clusters Score -1.00372e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -10037261.000000 Penalty: 3668.630127
	Iteration 41Q: 3 clusters Score -1.003726e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -10037372.000000 Penalty: 3668.630127
	Iteration 42Q: 3 clusters Score -1.003737e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -10037460.000000 Penalty: 3668.630127
	Iteration 43Q: 3 clusters Score -1.003746e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -10037497.000000 Penalty: 3668.630127
	Iteration 44Q: 3 clusters Score -1.00375e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -10037603.000000 Penalty: 3668.630127
	Iteration 45Q: 3 clusters Score -1.00376e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -10037722.000000 Penalty: 3668.630127
	Iteration 46Q: 3 clusters Score -1.003772e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66549 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -10037785.000000 Penalty: 3668.630127
	Iteration 47Q: 3 clusters Score -1.003778e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -10037921.000000 Penalty: 3668.630127
	Iteration 48Q: 3 clusters Score -1.003792e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -10038073.000000 Penalty: 3668.630127
	Iteration 49Q: 3 clusters Score -1.003807e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68210 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -10038161.000000 Penalty: 3668.630127
	Iteration 50Q: 3 clusters Score -1.003816e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -10038320.000000 Penalty: 3668.630127
	Iteration 51Q: 3 clusters Score -1.003832e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -10038468.000000 Penalty: 3668.630127
	Iteration 52Q: 3 clusters Score -1.003847e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -10038718.000000 Penalty: 3668.630127
	Iteration 53Q: 3 clusters Score -1.003872e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -10038911.000000 Penalty: 3668.630127
	Iteration 54Q: 3 clusters Score -1.003891e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -10039111.000000 Penalty: 3668.630127
	Iteration 55Q: 3 clusters Score -1.003911e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -10039332.000000 Penalty: 3668.630127
	Iteration 56Q: 3 clusters Score -1.003933e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -10039571.000000 Penalty: 3668.630127
	Iteration 57Q: 3 clusters Score -1.003957e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -10039789.000000 Penalty: 3668.630127
	Iteration 58Q: 3 clusters Score -1.003979e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -10039999.000000 Penalty: 3668.630127
	Iteration 59Q: 3 clusters Score -1.004e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -10040176.000000 Penalty: 3668.630127
	Iteration 60F: 3 clusters Score -1.004018e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -10040333.000000 Penalty: 3668.630127
	Iteration 61Q: 3 clusters Score -1.004033e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -10040527.000000 Penalty: 3668.630127
	Iteration 62Q: 3 clusters Score -1.004053e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -10040677.000000 Penalty: 3668.630127
	Iteration 63Q: 3 clusters Score -1.004068e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -10040787.000000 Penalty: 3668.630127
	Iteration 64Q: 3 clusters Score -1.004079e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -10040922.000000 Penalty: 3668.630127
	Iteration 65Q: 3 clusters Score -1.004092e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -10041021.000000 Penalty: 3668.630127
	Iteration 66Q: 3 clusters Score -1.004102e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -10041095.000000 Penalty: 3668.630127
	Iteration 67Q: 3 clusters Score -1.00411e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -10041183.000000 Penalty: 3668.630127
	Iteration 68Q: 3 clusters Score -1.004118e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -10041270.000000 Penalty: 3668.630127
	Iteration 69Q: 3 clusters Score -1.004127e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -10041322.000000 Penalty: 3668.630127
	Iteration 70Q: 3 clusters Score -1.004132e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -10041357.000000 Penalty: 3668.630127
	Iteration 71Q: 3 clusters Score -1.004136e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -10041384.000000 Penalty: 3668.630127
	Iteration 72Q: 3 clusters Score -1.004138e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -10041403.000000 Penalty: 3668.630127
	Iteration 73Q: 3 clusters Score -1.00414e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10041415.000000 Penalty: 3668.630127
	Iteration 74Q: 3 clusters Score -1.004142e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10041427.000000 Penalty: 3668.630127
	Iteration 75Q: 3 clusters Score -1.004143e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -10041433.000000 Penalty: 3668.630127
	Iteration 76Q: 3 clusters Score -1.004143e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -10041459.000000 Penalty: 3668.630127
	Iteration 77Q: 3 clusters Score -1.004146e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -10041472.000000 Penalty: 3668.630127
	Iteration 78Q: 3 clusters Score -1.004147e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -10041478.000000 Penalty: 3668.630127
	Iteration 79Q: 3 clusters Score -1.004148e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -10041497.000000 Penalty: 3668.630127
	Iteration 80F: 3 clusters Score -1.00415e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -10041501.000000 Penalty: 3668.630127
	Iteration 81Q: 3 clusters Score -1.00415e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -10041518.000000 Penalty: 3668.630127
	Iteration 82Q: 3 clusters Score -1.004152e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78208 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -10041513.000000 Penalty: 3668.630127
	Iteration 83Q: 3 clusters Score -1.004151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -10041503.000000 Penalty: 3668.630127
	Iteration 84Q: 3 clusters Score -1.00415e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -10041521.000000 Penalty: 3668.630127
	Iteration 85Q: 3 clusters Score -1.004152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -10041511.000000 Penalty: 3668.630127
	Iteration 86Q: 3 clusters Score -1.004151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -10041520.000000 Penalty: 3668.630127
	Iteration 87Q: 3 clusters Score -1.004152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78296 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -10041514.000000 Penalty: 3668.630127
	Iteration 88Q: 3 clusters Score -1.004151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10041504.000000 Penalty: 3668.630127
	Iteration 89Q: 3 clusters Score -1.00415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -10041515.000000 Penalty: 3668.630127
	Iteration 90Q: 3 clusters Score -1.004152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -10041519.000000 Penalty: 3668.630127
	Iteration 91Q: 3 clusters Score -1.004152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -10041514.000000 Penalty: 3668.630127
	Iteration 92Q: 3 clusters Score -1.004151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -10041530.000000 Penalty: 3668.630127
	Iteration 93Q: 3 clusters Score -1.004153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -10041528.000000 Penalty: 3668.630127
	Iteration 94Q: 3 clusters Score -1.004153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -10041519.000000 Penalty: 3668.630127
	Iteration 95Q: 3 clusters Score -1.004152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -10041528.000000 Penalty: 3668.630127
	Iteration 96Q: 3 clusters Score -1.004153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78380 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -10041526.000000 Penalty: 3668.630127
	Iteration 97Q: 3 clusters Score -1.004153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -10041526.000000 Penalty: 3668.630127
	Iteration 98Q: 3 clusters Score -1.004153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10041527.000000 Penalty: 3668.630127
	Iteration 99Q: 3 clusters Score -1.004153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78384 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -10041523.000000 Penalty: 3668.630127
	Iteration 100F: 3 clusters Score -1.004152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -239369.187500 Penalty: 1244.154785
	Iteration 0F: 2 clusters Score -239369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -237238.281250 Penalty: 2488.309570
	Iteration 0F: 3 clusters Score -237238.3 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -237797.921875 Penalty: 2488.309570
	Iteration 1F: 3 clusters Score -237797.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -237951.125000 Penalty: 2488.309570
	Iteration 2F: 3 clusters Score -237951.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -238054.906250 Penalty: 2488.309570
	Iteration 3F: 3 clusters Score -238054.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -238125.453125 Penalty: 2488.309570
	Iteration 4Q: 3 clusters Score -238125.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -238213.109375 Penalty: 2488.309570
	Iteration 5Q: 3 clusters Score -238213.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -238292.750000 Penalty: 2488.309570
	Iteration 6Q: 3 clusters Score -238292.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -238361.890625 Penalty: 2488.309570
	Iteration 7Q: 3 clusters Score -238361.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -238419.234375 Penalty: 2488.309570
	Iteration 8Q: 3 clusters Score -238419.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -238471.625000 Penalty: 2488.309570
	Iteration 9Q: 3 clusters Score -238471.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -238540.343750 Penalty: 2488.309570
	Iteration 10Q: 3 clusters Score -238540.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -238649.765625 Penalty: 2488.309570
	Iteration 11Q: 3 clusters Score -238649.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -238794.125000 Penalty: 2488.309570
	Iteration 12Q: 3 clusters Score -238794.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -238941.078125 Penalty: 2488.309570
	Iteration 13Q: 3 clusters Score -238941.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -239067.171875 Penalty: 2488.309570
	Iteration 14Q: 3 clusters Score -239067.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -239172.437500 Penalty: 2488.309570
	Iteration 15Q: 3 clusters Score -239172.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -239221.578125 Penalty: 2488.309570
	Iteration 16Q: 3 clusters Score -239221.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -239244.484375 Penalty: 2488.309570
	Iteration 17Q: 3 clusters Score -239244.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -239256.093750 Penalty: 2488.309570
	Iteration 18Q: 3 clusters Score -239256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -239269.609375 Penalty: 2488.309570
	Iteration 19Q: 3 clusters Score -239269.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -239298.546875 Penalty: 2488.309570
	Iteration 20F: 3 clusters Score -239298.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -239316.687500 Penalty: 2488.309570
	Iteration 21Q: 3 clusters Score -239316.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -239328.859375 Penalty: 2488.309570
	Iteration 22Q: 3 clusters Score -239328.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -239336.125000 Penalty: 2488.309570
	Iteration 23Q: 3 clusters Score -239336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -239341.031250 Penalty: 2488.309570
	Iteration 24Q: 3 clusters Score -239341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -239343.609375 Penalty: 2488.309570
	Iteration 25Q: 3 clusters Score -239343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -239345.062500 Penalty: 2488.309570
	Iteration 26Q: 3 clusters Score -239345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -239345.718750 Penalty: 2488.309570
	Iteration 27Q: 3 clusters Score -239345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -239345.718750 Penalty: 2488.309570
	Iteration 28F: 3 clusters Score -239345.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -370000.937500 Penalty: 1310.503418
	Iteration 0F: 2 clusters Score -370000.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -367169.593750 Penalty: 2621.006836
	Iteration 0F: 3 clusters Score -367169.6 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -367921.687500 Penalty: 2621.006836
	Iteration 1F: 3 clusters Score -367921.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -368113.531250 Penalty: 2621.006836
	Iteration 2F: 3 clusters Score -368113.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -368248.375000 Penalty: 2621.006836
	Iteration 3F: 3 clusters Score -368248.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -368349.562500 Penalty: 2621.006836
	Iteration 4Q: 3 clusters Score -368349.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -368460.687500 Penalty: 2621.006836
	Iteration 5Q: 3 clusters Score -368460.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -368586.500000 Penalty: 2621.006836
	Iteration 6Q: 3 clusters Score -368586.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -368729.625000 Penalty: 2621.006836
	Iteration 7F: 3 clusters Score -368729.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -368873.937500 Penalty: 2621.006836
	Iteration 8Q: 3 clusters Score -368873.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -369024.125000 Penalty: 2621.006836
	Iteration 9Q: 3 clusters Score -369024.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -369191.093750 Penalty: 2621.006836
	Iteration 10Q: 3 clusters Score -369191.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -369331.687500 Penalty: 2621.006836
	Iteration 11Q: 3 clusters Score -369331.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -369442.031250 Penalty: 2621.006836
	Iteration 12Q: 3 clusters Score -369442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -369518.031250 Penalty: 2621.006836
	Iteration 13Q: 3 clusters Score -369518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -369561.406250 Penalty: 2621.006836
	Iteration 14Q: 3 clusters Score -369561.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -369593.937500 Penalty: 2621.006836
	Iteration 15Q: 3 clusters Score -369593.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -369618.218750 Penalty: 2621.006836
	Iteration 16Q: 3 clusters Score -369618.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -369639.656250 Penalty: 2621.006836
	Iteration 17Q: 3 clusters Score -369639.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -369657.843750 Penalty: 2621.006836
	Iteration 18Q: 3 clusters Score -369657.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -369674.656250 Penalty: 2621.006836
	Iteration 19Q: 3 clusters Score -369674.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -369699.125000 Penalty: 2621.006836
	Iteration 20F: 3 clusters Score -369699.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -369716.312500 Penalty: 2621.006836
	Iteration 21Q: 3 clusters Score -369716.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -369730.343750 Penalty: 2621.006836
	Iteration 22Q: 3 clusters Score -369730.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -369741.375000 Penalty: 2621.006836
	Iteration 23Q: 3 clusters Score -369741.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -369755.000000 Penalty: 2621.006836
	Iteration 24Q: 3 clusters Score -369755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -369766.593750 Penalty: 2621.006836
	Iteration 25Q: 3 clusters Score -369766.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -369775.218750 Penalty: 2621.006836
	Iteration 26Q: 3 clusters Score -369775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -369778.375000 Penalty: 2621.006836
	Iteration 27Q: 3 clusters Score -369778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -369783.375000 Penalty: 2621.006836
	Iteration 28Q: 3 clusters Score -369783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -369787.968750 Penalty: 2621.006836
	Iteration 29Q: 3 clusters Score -369788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -369792.906250 Penalty: 2621.006836
	Iteration 30Q: 3 clusters Score -369792.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -369803.687500 Penalty: 2621.006836
	Iteration 31Q: 3 clusters Score -369803.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -369813.531250 Penalty: 2621.006836
	Iteration 32Q: 3 clusters Score -369813.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -369823.968750 Penalty: 2621.006836
	Iteration 33Q: 3 clusters Score -369824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -369828.250000 Penalty: 2621.006836
	Iteration 34Q: 3 clusters Score -369828.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -369832.687500 Penalty: 2621.006836
	Iteration 35Q: 3 clusters Score -369832.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -369837.031250 Penalty: 2621.006836
	Iteration 36Q: 3 clusters Score -369837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -369840.843750 Penalty: 2621.006836
	Iteration 37Q: 3 clusters Score -369840.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -369843.406250 Penalty: 2621.006836
	Iteration 38Q: 3 clusters Score -369843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -369845.250000 Penalty: 2621.006836
	Iteration 39Q: 3 clusters Score -369845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -369845.187500 Penalty: 2621.006836
	Iteration 40F: 3 clusters Score -369845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -369845.437500 Penalty: 2621.006836
	Iteration 41Q: 3 clusters Score -369845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -369846.031250 Penalty: 2621.006836
	Iteration 42Q: 3 clusters Score -369846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -369847.062500 Penalty: 2621.006836
	Iteration 43Q: 3 clusters Score -369847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -369848.625000 Penalty: 2621.006836
	Iteration 44Q: 3 clusters Score -369848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -369850.187500 Penalty: 2621.006836
	Iteration 45Q: 3 clusters Score -369850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -369853.593750 Penalty: 2621.006836
	Iteration 46Q: 3 clusters Score -369853.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -369858.906250 Penalty: 2621.006836
	Iteration 47Q: 3 clusters Score -369858.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -369864.187500 Penalty: 2621.006836
	Iteration 48Q: 3 clusters Score -369864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -369867.250000 Penalty: 2621.006836
	Iteration 49Q: 3 clusters Score -369867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -369871.750000 Penalty: 2621.006836
	Iteration 50Q: 3 clusters Score -369871.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -369877.625000 Penalty: 2621.006836
	Iteration 51Q: 3 clusters Score -369877.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -369878.906250 Penalty: 2621.006836
	Iteration 52Q: 3 clusters Score -369878.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -369880.000000 Penalty: 2621.006836
	Iteration 53Q: 3 clusters Score -369880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -369880.250000 Penalty: 2621.006836
	Iteration 54Q: 3 clusters Score -369880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -369880.562500 Penalty: 2621.006836
	Iteration 55Q: 3 clusters Score -369880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -369880.937500 Penalty: 2621.006836
	Iteration 56Q: 3 clusters Score -369880.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -369880.937500 Penalty: 2621.006836
	Iteration 57F: 3 clusters Score -369880.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -665466.062500 Penalty: 1401.616089
	Iteration 0F: 2 clusters Score -665466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -661142.562500 Penalty: 2803.232178
	Iteration 0F: 3 clusters Score -661142.6 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -662631.375000 Penalty: 2803.232178
	Iteration 1F: 3 clusters Score -662631.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -663101.562500 Penalty: 2803.232178
	Iteration 2F: 3 clusters Score -663101.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -663527.250000 Penalty: 2803.232178
	Iteration 3F: 3 clusters Score -663527.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -663862.250000 Penalty: 2803.232178
	Iteration 4F: 3 clusters Score -663862.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -664170.187500 Penalty: 2803.232178
	Iteration 5F: 3 clusters Score -664170.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -664394.437500 Penalty: 2803.232178
	Iteration 6Q: 3 clusters Score -664394.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -664521.250000 Penalty: 2803.232178
	Iteration 7Q: 3 clusters Score -664521.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -664612.875000 Penalty: 2803.232178
	Iteration 8Q: 3 clusters Score -664612.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -664655.500000 Penalty: 2803.232178
	Iteration 9Q: 3 clusters Score -664655.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -664686.375000 Penalty: 2803.232178
	Iteration 10Q: 3 clusters Score -664686.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -664709.062500 Penalty: 2803.232178
	Iteration 11Q: 3 clusters Score -664709.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -664725.875000 Penalty: 2803.232178
	Iteration 12Q: 3 clusters Score -664725.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -664751.062500 Penalty: 2803.232178
	Iteration 13Q: 3 clusters Score -664751.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -664766.875000 Penalty: 2803.232178
	Iteration 14Q: 3 clusters Score -664766.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -664780.937500 Penalty: 2803.232178
	Iteration 15Q: 3 clusters Score -664780.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -664790.625000 Penalty: 2803.232178
	Iteration 16Q: 3 clusters Score -664790.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -664800.062500 Penalty: 2803.232178
	Iteration 17Q: 3 clusters Score -664800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -664806.187500 Penalty: 2803.232178
	Iteration 18Q: 3 clusters Score -664806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -664811.187500 Penalty: 2803.232178
	Iteration 19Q: 3 clusters Score -664811.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -664813.625000 Penalty: 2803.232178
	Iteration 20F: 3 clusters Score -664813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -664815.687500 Penalty: 2803.232178
	Iteration 21Q: 3 clusters Score -664815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -664815.125000 Penalty: 2803.232178
	Iteration 22Q: 3 clusters Score -664815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -664816.437500 Penalty: 2803.232178
	Iteration 23Q: 3 clusters Score -664816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -664816.687500 Penalty: 2803.232178
	Iteration 24Q: 3 clusters Score -664816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -664816.812500 Penalty: 2803.232178
	Iteration 25Q: 3 clusters Score -664816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -664818.312500 Penalty: 2803.232178
	Iteration 26Q: 3 clusters Score -664818.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -664819.312500 Penalty: 2803.232178
	Iteration 27Q: 3 clusters Score -664819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -664819.312500 Penalty: 2803.232178
	Iteration 28F: 3 clusters Score -664819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Entering Unmasked Estep 
Score: -5316072.000000 Penalty: 1730.229492
	Iteration 0F: 2 clusters Score -5316072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5287879.000000 Penalty: 3460.458984
	Iteration 0F: 3 clusters Score -5287879 nChanged 19686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5298884.000000 Penalty: 3460.458984
	Iteration 1F: 3 clusters Score -5298884 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5299322.000000 Penalty: 3460.458984
	Iteration 2Q: 3 clusters Score -5299322 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -5299784.500000 Penalty: 3460.458984
	Iteration 3Q: 3 clusters Score -5299784 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -5300425.500000 Penalty: 3460.458984
	Iteration 4Q: 3 clusters Score -5300426 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -5301281.000000 Penalty: 3460.458984
	Iteration 5Q: 3 clusters Score -5301281 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -5302543.500000 Penalty: 3460.458984
	Iteration 6F: 3 clusters Score -5302544 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -5304203.000000 Penalty: 3460.458984
	Iteration 7F: 3 clusters Score -5304203 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -5306074.000000 Penalty: 3460.458984
	Iteration 8F: 3 clusters Score -5306074 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -5307501.500000 Penalty: 3460.458984
	Iteration 9F: 3 clusters Score -5307502 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -5308319.500000 Penalty: 3460.458984
	Iteration 10Q: 3 clusters Score -5308320 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -5308816.500000 Penalty: 3460.458984
	Iteration 11Q: 3 clusters Score -5308816 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -5309208.500000 Penalty: 3460.458984
	Iteration 12Q: 3 clusters Score -5309208 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -5309552.000000 Penalty: 3460.458984
	Iteration 13Q: 3 clusters Score -5309552 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -5309922.500000 Penalty: 3460.458984
	Iteration 14Q: 3 clusters Score -5309922 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -5310390.500000 Penalty: 3460.458984
	Iteration 15Q: 3 clusters Score -5310390 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -5310821.000000 Penalty: 3460.458984
	Iteration 16Q: 3 clusters Score -5310821 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -5311299.000000 Penalty: 3460.458984
	Iteration 17Q: 3 clusters Score -5311299 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5311782.000000 Penalty: 3460.458984
	Iteration 18Q: 3 clusters Score -5311782 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5312231.000000 Penalty: 3460.458984
	Iteration 19Q: 3 clusters Score -5312231 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -5312632.000000 Penalty: 3460.458984
	Iteration 20F: 3 clusters Score -5312632 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -5312937.000000 Penalty: 3460.458984
	Iteration 21Q: 3 clusters Score -5312937 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5313207.500000 Penalty: 3460.458984
	Iteration 22Q: 3 clusters Score -5313208 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5313446.000000 Penalty: 3460.458984
	Iteration 23Q: 3 clusters Score -5313446 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5313657.000000 Penalty: 3460.458984
	Iteration 24Q: 3 clusters Score -5313657 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5313826.000000 Penalty: 3460.458984
	Iteration 25Q: 3 clusters Score -5313826 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5313977.000000 Penalty: 3460.458984
	Iteration 26Q: 3 clusters Score -5313977 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5314105.000000 Penalty: 3460.458984
	Iteration 27Q: 3 clusters Score -5314105 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5314209.500000 Penalty: 3460.458984
	Iteration 28Q: 3 clusters Score -5314210 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5314296.000000 Penalty: 3460.458984
	Iteration 29Q: 3 clusters Score -5314296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5314361.500000 Penalty: 3460.458984
	Iteration 30Q: 3 clusters Score -5314362 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5314405.000000 Penalty: 3460.458984
	Iteration 31Q: 3 clusters Score -5314405 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5314439.000000 Penalty: 3460.458984
	Iteration 32Q: 3 clusters Score -5314439 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5314461.500000 Penalty: 3460.458984
	Iteration 33Q: 3 clusters Score -5314462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5314468.000000 Penalty: 3460.458984
	Iteration 34Q: 3 clusters Score -5314468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5314481.500000 Penalty: 3460.458984
	Iteration 35Q: 3 clusters Score -5314482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5314489.500000 Penalty: 3460.458984
	Iteration 36Q: 3 clusters Score -5314490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5314496.000000 Penalty: 3460.458984
	Iteration 37Q: 3 clusters Score -5314496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5314509.500000 Penalty: 3460.458984
	Iteration 38Q: 3 clusters Score -5314510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5314521.000000 Penalty: 3460.458984
	Iteration 39Q: 3 clusters Score -5314521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5314521.000000 Penalty: 3460.458984
	Iteration 40F: 3 clusters Score -5314521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5314537.500000 Penalty: 3460.458984
	Iteration 41Q: 3 clusters Score -5314538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5314540.000000 Penalty: 3460.458984
	Iteration 42Q: 3 clusters Score -5314540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5314543.500000 Penalty: 3460.458984
	Iteration 43Q: 3 clusters Score -5314544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5314555.000000 Penalty: 3460.458984
	Iteration 44Q: 3 clusters Score -5314555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5314563.000000 Penalty: 3460.458984
	Iteration 45Q: 3 clusters Score -5314563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5314567.500000 Penalty: 3460.458984
	Iteration 46Q: 3 clusters Score -5314568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5314568.500000 Penalty: 3460.458984
	Iteration 47Q: 3 clusters Score -5314568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5314572.000000 Penalty: 3460.458984
	Iteration 48Q: 3 clusters Score -5314572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5314567.500000 Penalty: 3460.458984
	Iteration 49Q: 3 clusters Score -5314568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5314571.500000 Penalty: 3460.458984
	Iteration 50Q: 3 clusters Score -5314572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5314577.000000 Penalty: 3460.458984
	Iteration 51Q: 3 clusters Score -5314577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5314573.500000 Penalty: 3460.458984
	Iteration 52Q: 3 clusters Score -5314574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5314570.500000 Penalty: 3460.458984
	Iteration 53Q: 3 clusters Score -5314570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5314570.500000 Penalty: 3460.458984
	Iteration 54F: 3 clusters Score -5314570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -140212.859375 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -140212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -138618.140625 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -138618.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -139102.515625 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -139102.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -139274.265625 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -139274.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -139374.890625 Penalty: 2312.300049
	Iteration 3F: 3 clusters Score -139374.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -139457.281250 Penalty: 2312.300049
	Iteration 4Q: 3 clusters Score -139457.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -139504.437500 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -139504.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -139545.781250 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -139545.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -139577.562500 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -139577.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -139600.750000 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -139600.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -139622.468750 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -139622.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -139652.703125 Penalty: 2312.300049
	Iteration 10Q: 3 clusters Score -139652.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -139669.171875 Penalty: 2312.300049
	Iteration 11Q: 3 clusters Score -139669.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -139678.953125 Penalty: 2312.300049
	Iteration 12Q: 3 clusters Score -139679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -139682.718750 Penalty: 2312.300049
	Iteration 13Q: 3 clusters Score -139682.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -139684.125000 Penalty: 2312.300049
	Iteration 14Q: 3 clusters Score -139684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -139689.171875 Penalty: 2312.300049
	Iteration 15Q: 3 clusters Score -139689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -139690.187500 Penalty: 2312.300049
	Iteration 16Q: 3 clusters Score -139690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -139690.734375 Penalty: 2312.300049
	Iteration 17Q: 3 clusters Score -139690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -139691.296875 Penalty: 2312.300049
	Iteration 18Q: 3 clusters Score -139691.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -139691.296875 Penalty: 2312.300049
	Iteration 19F: 3 clusters Score -139691.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -24747.648438 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -24747.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23888.902344 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -23888.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24084.582031 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -24084.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24217.019531 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -24217.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24308.162109 Penalty: 1849.366821
	Iteration 3F: 3 clusters Score -24308.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24404.173828 Penalty: 1849.366821
	Iteration 4F: 3 clusters Score -24404.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24442.589844 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -24442.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24475.068359 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -24475.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24514.869141 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -24514.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24535.523438 Penalty: 1849.366821
	Iteration 8Q: 3 clusters Score -24535.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24551.177734 Penalty: 1849.366821
	Iteration 9Q: 3 clusters Score -24551.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24551.177734 Penalty: 1849.366821
	Iteration 10F: 3 clusters Score -24551.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -62355.640625 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -62355.64 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 298 members 
Entering Unmasked Estep 
Score: -61252.464844 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -61252.46 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61489.980469 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -61489.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61589.718750 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -61589.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61634.675781 Penalty: 2087.027344
	Iteration 3Q: 3 clusters Score -61634.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61679.042969 Penalty: 2087.027344
	Iteration 4Q: 3 clusters Score -61679.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61735.011719 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -61735.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61761.378906 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -61761.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61786.101562 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -61786.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61805.207031 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -61805.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61815.078125 Penalty: 2087.027344
	Iteration 9Q: 3 clusters Score -61815.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61817.800781 Penalty: 2087.027344
	Iteration 10Q: 3 clusters Score -61817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61817.800781 Penalty: 2087.027344
	Iteration 11F: 3 clusters Score -61817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15654.929688 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -15654.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14992.616211 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -14992.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15186.155273 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -15186.16 nChanged 16
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: -15241.008789 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -15241.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15278.160156 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -15278.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15339.155273 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -15339.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15346.871094 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -15346.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15346.871094 Penalty: 1787.908936
	Iteration 6F: 3 clusters Score -15346.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Entering Unmasked Estep 
Score: -1181688.125000 Penalty: 1492.449463
	Iteration 0F: 2 clusters Score -1181688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1174667.375000 Penalty: 2984.898926
	Iteration 0F: 3 clusters Score -1174667 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1177133.250000 Penalty: 2984.898926
	Iteration 1F: 3 clusters Score -1177133 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1177696.375000 Penalty: 2984.898926
	Iteration 2F: 3 clusters Score -1177696 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1178337.000000 Penalty: 2984.898926
	Iteration 3F: 3 clusters Score -1178337 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1178902.875000 Penalty: 2984.898926
	Iteration 4F: 3 clusters Score -1178903 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1179328.000000 Penalty: 2984.898926
	Iteration 5F: 3 clusters Score -1179328 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1179646.625000 Penalty: 2984.898926
	Iteration 6F: 3 clusters Score -1179647 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1179872.250000 Penalty: 2984.898926
	Iteration 7Q: 3 clusters Score -1179872 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1180011.750000 Penalty: 2984.898926
	Iteration 8Q: 3 clusters Score -1180012 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1180104.000000 Penalty: 2984.898926
	Iteration 9Q: 3 clusters Score -1180104 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1180176.875000 Penalty: 2984.898926
	Iteration 10Q: 3 clusters Score -1180177 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1180224.125000 Penalty: 2984.898926
	Iteration 11Q: 3 clusters Score -1180224 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1180271.625000 Penalty: 2984.898926
	Iteration 12Q: 3 clusters Score -1180272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1180315.000000 Penalty: 2984.898926
	Iteration 13Q: 3 clusters Score -1180315 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1180345.250000 Penalty: 2984.898926
	Iteration 14Q: 3 clusters Score -1180345 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1180370.125000 Penalty: 2984.898926
	Iteration 15Q: 3 clusters Score -1180370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1180400.000000 Penalty: 2984.898926
	Iteration 16Q: 3 clusters Score -1180400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1180426.625000 Penalty: 2984.898926
	Iteration 17Q: 3 clusters Score -1180427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1180449.875000 Penalty: 2984.898926
	Iteration 18Q: 3 clusters Score -1180450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1180467.000000 Penalty: 2984.898926
	Iteration 19Q: 3 clusters Score -1180467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1180484.000000 Penalty: 2984.898926
	Iteration 20F: 3 clusters Score -1180484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1180499.500000 Penalty: 2984.898926
	Iteration 21Q: 3 clusters Score -1180500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1180509.500000 Penalty: 2984.898926
	Iteration 22Q: 3 clusters Score -1180510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1180513.000000 Penalty: 2984.898926
	Iteration 23Q: 3 clusters Score -1180513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1180518.125000 Penalty: 2984.898926
	Iteration 24Q: 3 clusters Score -1180518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1180527.500000 Penalty: 2984.898926
	Iteration 25Q: 3 clusters Score -1180528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1180537.250000 Penalty: 2984.898926
	Iteration 26Q: 3 clusters Score -1180537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1180542.125000 Penalty: 2984.898926
	Iteration 27Q: 3 clusters Score -1180542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1180547.875000 Penalty: 2984.898926
	Iteration 28Q: 3 clusters Score -1180548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1180557.125000 Penalty: 2984.898926
	Iteration 29Q: 3 clusters Score -1180557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1180556.500000 Penalty: 2984.898926
	Iteration 30Q: 3 clusters Score -1180556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1180562.500000 Penalty: 2984.898926
	Iteration 31Q: 3 clusters Score -1180562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1180569.625000 Penalty: 2984.898926
	Iteration 32Q: 3 clusters Score -1180570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1180572.500000 Penalty: 2984.898926
	Iteration 33Q: 3 clusters Score -1180572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1180578.875000 Penalty: 2984.898926
	Iteration 34Q: 3 clusters Score -1180579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1180583.000000 Penalty: 2984.898926
	Iteration 35Q: 3 clusters Score -1180583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1180590.750000 Penalty: 2984.898926
	Iteration 36Q: 3 clusters Score -1180591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1180592.875000 Penalty: 2984.898926
	Iteration 37Q: 3 clusters Score -1180593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1180596.250000 Penalty: 2984.898926
	Iteration 38Q: 3 clusters Score -1180596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1180595.750000 Penalty: 2984.898926
	Iteration 39Q: 3 clusters Score -1180596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1180598.750000 Penalty: 2984.898926
	Iteration 40F: 3 clusters Score -1180599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1180598.500000 Penalty: 2984.898926
	Iteration 41Q: 3 clusters Score -1180598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1180598.875000 Penalty: 2984.898926
	Iteration 42Q: 3 clusters Score -1180599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1180602.875000 Penalty: 2984.898926
	Iteration 43Q: 3 clusters Score -1180603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1180605.000000 Penalty: 2984.898926
	Iteration 44Q: 3 clusters Score -1180605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1180608.250000 Penalty: 2984.898926
	Iteration 45Q: 3 clusters Score -1180608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1180610.000000 Penalty: 2984.898926
	Iteration 46Q: 3 clusters Score -1180610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1180613.125000 Penalty: 2984.898926
	Iteration 47Q: 3 clusters Score -1180613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1180614.250000 Penalty: 2984.898926
	Iteration 48Q: 3 clusters Score -1180614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1180615.625000 Penalty: 2984.898926
	Iteration 49Q: 3 clusters Score -1180616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1180617.000000 Penalty: 2984.898926
	Iteration 50Q: 3 clusters Score -1180617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1180621.250000 Penalty: 2984.898926
	Iteration 51Q: 3 clusters Score -1180621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1180621.250000 Penalty: 2984.898926
	Iteration 52Q: 3 clusters Score -1180621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1180626.500000 Penalty: 2984.898926
	Iteration 53Q: 3 clusters Score -1180626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1180624.125000 Penalty: 2984.898926
	Iteration 54Q: 3 clusters Score -1180624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1180626.250000 Penalty: 2984.898926
	Iteration 55Q: 3 clusters Score -1180626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1180624.875000 Penalty: 2984.898926
	Iteration 56Q: 3 clusters Score -1180625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1180624.500000 Penalty: 2984.898926
	Iteration 57Q: 3 clusters Score -1180624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1180624.500000 Penalty: 2984.898926
	Iteration 58F: 3 clusters Score -1180624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (80391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Entering Unmasked Estep 
Score: -10147574.000000 Penalty: 1835.381836
	Iteration 0F: 2 clusters Score -1.014757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -10098704.000000 Penalty: 3670.763672
	Iteration 0F: 3 clusters Score -1.00987e+07 nChanged 38065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -10120495.000000 Penalty: 3670.763672
	Iteration 1F: 3 clusters Score -1.01205e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -10121393.000000 Penalty: 3670.763672
	Iteration 2Q: 3 clusters Score -1.012139e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -10122651.000000 Penalty: 3670.763672
	Iteration 3Q: 3 clusters Score -1.012265e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -10124530.000000 Penalty: 3670.763672
	Iteration 4Q: 3 clusters Score -1.012453e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -10126854.000000 Penalty: 3670.763672
	Iteration 5F: 3 clusters Score -1.012685e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -10130079.000000 Penalty: 3670.763672
	Iteration 6F: 3 clusters Score -1.013008e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -10133639.000000 Penalty: 3670.763672
	Iteration 7F: 3 clusters Score -1.013364e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -10136574.000000 Penalty: 3670.763672
	Iteration 8F: 3 clusters Score -1.013657e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -10138048.000000 Penalty: 3670.763672
	Iteration 9Q: 3 clusters Score -1.013805e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -10138672.000000 Penalty: 3670.763672
	Iteration 10Q: 3 clusters Score -1.013867e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -10138982.000000 Penalty: 3670.763672
	Iteration 11Q: 3 clusters Score -1.013898e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -10139224.000000 Penalty: 3670.763672
	Iteration 12Q: 3 clusters Score -1.013922e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -10139495.000000 Penalty: 3670.763672
	Iteration 13Q: 3 clusters Score -1.01395e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -10139762.000000 Penalty: 3670.763672
	Iteration 14Q: 3 clusters Score -1.013976e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -10140070.000000 Penalty: 3670.763672
	Iteration 15Q: 3 clusters Score -1.014007e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -10140435.000000 Penalty: 3670.763672
	Iteration 16Q: 3 clusters Score -1.014044e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -10140799.000000 Penalty: 3670.763672
	Iteration 17Q: 3 clusters Score -1.01408e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -10141146.000000 Penalty: 3670.763672
	Iteration 18Q: 3 clusters Score -1.014115e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -10141604.000000 Penalty: 3670.763672
	Iteration 19Q: 3 clusters Score -1.01416e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -10142066.000000 Penalty: 3670.763672
	Iteration 20F: 3 clusters Score -1.014207e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -10142546.000000 Penalty: 3670.763672
	Iteration 21Q: 3 clusters Score -1.014255e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -10143014.000000 Penalty: 3670.763672
	Iteration 22Q: 3 clusters Score -1.014301e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -10143434.000000 Penalty: 3670.763672
	Iteration 23Q: 3 clusters Score -1.014343e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -10143716.000000 Penalty: 3670.763672
	Iteration 24Q: 3 clusters Score -1.014372e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -10143969.000000 Penalty: 3670.763672
	Iteration 25Q: 3 clusters Score -1.014397e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -10144071.000000 Penalty: 3670.763672
	Iteration 26Q: 3 clusters Score -1.014407e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -10144158.000000 Penalty: 3670.763672
	Iteration 27Q: 3 clusters Score -1.014416e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -10144204.000000 Penalty: 3670.763672
	Iteration 28Q: 3 clusters Score -1.01442e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -10144273.000000 Penalty: 3670.763672
	Iteration 29Q: 3 clusters Score -1.014427e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -10144263.000000 Penalty: 3670.763672
	Iteration 30Q: 3 clusters Score -1.014426e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -10144183.000000 Penalty: 3670.763672
	Iteration 31Q: 3 clusters Score -1.014418e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -10144132.000000 Penalty: 3670.763672
	Iteration 32Q: 3 clusters Score -1.014413e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -10144168.000000 Penalty: 3670.763672
	Iteration 33Q: 3 clusters Score -1.014417e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -10144165.000000 Penalty: 3670.763672
	Iteration 34Q: 3 clusters Score -1.014416e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -10144163.000000 Penalty: 3670.763672
	Iteration 35Q: 3 clusters Score -1.014416e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -10144088.000000 Penalty: 3670.763672
	Iteration 36Q: 3 clusters Score -1.014409e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -10144143.000000 Penalty: 3670.763672
	Iteration 37Q: 3 clusters Score -1.014414e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -10144171.000000 Penalty: 3670.763672
	Iteration 38Q: 3 clusters Score -1.014417e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -10144176.000000 Penalty: 3670.763672
	Iteration 39Q: 3 clusters Score -1.014418e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -10144408.000000 Penalty: 3670.763672
	Iteration 40F: 3 clusters Score -1.014441e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -10144475.000000 Penalty: 3670.763672
	Iteration 41Q: 3 clusters Score -1.014448e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -10144464.000000 Penalty: 3670.763672
	Iteration 42Q: 3 clusters Score -1.014446e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -10144565.000000 Penalty: 3670.763672
	Iteration 43Q: 3 clusters Score -1.014456e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -10144690.000000 Penalty: 3670.763672
	Iteration 44Q: 3 clusters Score -1.014469e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -10144695.000000 Penalty: 3670.763672
	Iteration 45Q: 3 clusters Score -1.01447e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -10144725.000000 Penalty: 3670.763672
	Iteration 46Q: 3 clusters Score -1.014472e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -10144839.000000 Penalty: 3670.763672
	Iteration 47Q: 3 clusters Score -1.014484e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -10144871.000000 Penalty: 3670.763672
	Iteration 48Q: 3 clusters Score -1.014487e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -10144939.000000 Penalty: 3670.763672
	Iteration 49Q: 3 clusters Score -1.014494e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -10145088.000000 Penalty: 3670.763672
	Iteration 50Q: 3 clusters Score -1.014509e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -10145203.000000 Penalty: 3670.763672
	Iteration 51Q: 3 clusters Score -1.01452e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -10145312.000000 Penalty: 3670.763672
	Iteration 52Q: 3 clusters Score -1.014531e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -10145350.000000 Penalty: 3670.763672
	Iteration 53Q: 3 clusters Score -1.014535e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -10145360.000000 Penalty: 3670.763672
	Iteration 54Q: 3 clusters Score -1.014536e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -10145445.000000 Penalty: 3670.763672
	Iteration 55Q: 3 clusters Score -1.014544e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74168 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -10145523.000000 Penalty: 3670.763672
	Iteration 56Q: 3 clusters Score -1.014552e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -10145570.000000 Penalty: 3670.763672
	Iteration 57Q: 3 clusters Score -1.014557e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -10145606.000000 Penalty: 3670.763672
	Iteration 58Q: 3 clusters Score -1.014561e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -10145692.000000 Penalty: 3670.763672
	Iteration 59Q: 3 clusters Score -1.014569e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -10145838.000000 Penalty: 3670.763672
	Iteration 60F: 3 clusters Score -1.014584e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -10145844.000000 Penalty: 3670.763672
	Iteration 61Q: 3 clusters Score -1.014584e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -10145870.000000 Penalty: 3670.763672
	Iteration 62Q: 3 clusters Score -1.014587e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -10145892.000000 Penalty: 3670.763672
	Iteration 63Q: 3 clusters Score -1.014589e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -10145927.000000 Penalty: 3670.763672
	Iteration 64Q: 3 clusters Score -1.014593e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -10145984.000000 Penalty: 3670.763672
	Iteration 65Q: 3 clusters Score -1.014598e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -10146061.000000 Penalty: 3670.763672
	Iteration 66Q: 3 clusters Score -1.014606e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -10146117.000000 Penalty: 3670.763672
	Iteration 67Q: 3 clusters Score -1.014612e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -10146172.000000 Penalty: 3670.763672
	Iteration 68Q: 3 clusters Score -1.014617e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -10146189.000000 Penalty: 3670.763672
	Iteration 69Q: 3 clusters Score -1.014619e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -10146243.000000 Penalty: 3670.763672
	Iteration 70Q: 3 clusters Score -1.014624e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -10146238.000000 Penalty: 3670.763672
	Iteration 71Q: 3 clusters Score -1.014624e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78239 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -10146263.000000 Penalty: 3670.763672
	Iteration 72Q: 3 clusters Score -1.014626e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -10146268.000000 Penalty: 3670.763672
	Iteration 73Q: 3 clusters Score -1.014627e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -10146288.000000 Penalty: 3670.763672
	Iteration 74Q: 3 clusters Score -1.014629e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -10146268.000000 Penalty: 3670.763672
	Iteration 75Q: 3 clusters Score -1.014627e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10146265.000000 Penalty: 3670.763672
	Iteration 76Q: 3 clusters Score -1.014626e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10146280.000000 Penalty: 3670.763672
	Iteration 77Q: 3 clusters Score -1.014628e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -10146286.000000 Penalty: 3670.763672
	Iteration 78Q: 3 clusters Score -1.014629e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10146285.000000 Penalty: 3670.763672
	Iteration 79Q: 3 clusters Score -1.014628e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10146281.000000 Penalty: 3670.763672
	Iteration 80F: 3 clusters Score -1.014628e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -10146311.000000 Penalty: 3670.763672
	Iteration 81Q: 3 clusters Score -1.014631e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -10146321.000000 Penalty: 3670.763672
	Iteration 82Q: 3 clusters Score -1.014632e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -10146320.000000 Penalty: 3670.763672
	Iteration 83Q: 3 clusters Score -1.014632e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10146328.000000 Penalty: 3670.763672
	Iteration 84Q: 3 clusters Score -1.014633e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10146350.000000 Penalty: 3670.763672
	Iteration 85Q: 3 clusters Score -1.014635e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10146356.000000 Penalty: 3670.763672
	Iteration 86Q: 3 clusters Score -1.014636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10146365.000000 Penalty: 3670.763672
	Iteration 87Q: 3 clusters Score -1.014636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10146383.000000 Penalty: 3670.763672
	Iteration 88Q: 3 clusters Score -1.014638e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10146395.000000 Penalty: 3670.763672
	Iteration 89Q: 3 clusters Score -1.01464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -10146403.000000 Penalty: 3670.763672
	Iteration 90Q: 3 clusters Score -1.01464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10146403.000000 Penalty: 3670.763672
	Iteration 91Q: 3 clusters Score -1.01464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10146409.000000 Penalty: 3670.763672
	Iteration 92Q: 3 clusters Score -1.014641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10146425.000000 Penalty: 3670.763672
	Iteration 93Q: 3 clusters Score -1.014642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79235 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10146416.000000 Penalty: 3670.763672
	Iteration 94Q: 3 clusters Score -1.014642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10146420.000000 Penalty: 3670.763672
	Iteration 95Q: 3 clusters Score -1.014642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10146429.000000 Penalty: 3670.763672
	Iteration 96Q: 3 clusters Score -1.014643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10146425.000000 Penalty: 3670.763672
	Iteration 97Q: 3 clusters Score -1.014642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10146426.000000 Penalty: 3670.763672
	Iteration 98Q: 3 clusters Score -1.014643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10146427.000000 Penalty: 3670.763672
	Iteration 99Q: 3 clusters Score -1.014643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10146418.000000 Penalty: 3670.763672
	Iteration 100F: 3 clusters Score -1.014642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10146416.000000 Penalty: 3670.763672
	Iteration 101Q: 3 clusters Score -1.014642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10146420.000000 Penalty: 3670.763672
	Iteration 102Q: 3 clusters Score -1.014642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10146417.000000 Penalty: 3670.763672
	Iteration 103Q: 3 clusters Score -1.014642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10146413.000000 Penalty: 3670.763672
	Iteration 104Q: 3 clusters Score -1.014641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79315 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -10146411.000000 Penalty: 3670.763672
	Iteration 105Q: 3 clusters Score -1.014641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79321 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10146401.000000 Penalty: 3670.763672
	Iteration 106Q: 3 clusters Score -1.01464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10146416.000000 Penalty: 3670.763672
	Iteration 107Q: 3 clusters Score -1.014642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10146411.000000 Penalty: 3670.763672
	Iteration 108Q: 3 clusters Score -1.014641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10146408.000000 Penalty: 3670.763672
	Iteration 109Q: 3 clusters Score -1.014641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -10146411.000000 Penalty: 3670.763672
	Iteration 110Q: 3 clusters Score -1.014641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10146411.000000 Penalty: 3670.763672
	Iteration 111Q: 3 clusters Score -1.014641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10146412.000000 Penalty: 3670.763672
	Iteration 112Q: 3 clusters Score -1.014641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10146416.000000 Penalty: 3670.763672
	Iteration 113Q: 3 clusters Score -1.014642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10146413.000000 Penalty: 3670.763672
	Iteration 114Q: 3 clusters Score -1.014641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10146398.000000 Penalty: 3670.763672
	Iteration 115Q: 3 clusters Score -1.01464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10146395.000000 Penalty: 3670.763672
	Iteration 116Q: 3 clusters Score -1.01464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10146403.000000 Penalty: 3670.763672
	Iteration 117Q: 3 clusters Score -1.01464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -10146399.000000 Penalty: 3670.763672
	Iteration 118Q: 3 clusters Score -1.01464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10146406.000000 Penalty: 3670.763672
	Iteration 119Q: 3 clusters Score -1.014641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10146406.000000 Penalty: 3670.763672
	Iteration 120F: 3 clusters Score -1.014641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -171525.218750 Penalty: 1191.510010
	Iteration 0F: 2 clusters Score -171525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -169773.187500 Penalty: 2383.020020
	Iteration 0F: 3 clusters Score -169773.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -170225.421875 Penalty: 2383.020020
	Iteration 1F: 3 clusters Score -170225.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -170408.921875 Penalty: 2383.020020
	Iteration 2F: 3 clusters Score -170408.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -170603.312500 Penalty: 2383.020020
	Iteration 3F: 3 clusters Score -170603.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -170807.562500 Penalty: 2383.020020
	Iteration 4F: 3 clusters Score -170807.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -171023.250000 Penalty: 2383.020020
	Iteration 5F: 3 clusters Score -171023.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171209.296875 Penalty: 2383.020020
	Iteration 6F: 3 clusters Score -171209.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -171301.203125 Penalty: 2383.020020
	Iteration 7Q: 3 clusters Score -171301.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -171342.593750 Penalty: 2383.020020
	Iteration 8Q: 3 clusters Score -171342.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -171366.093750 Penalty: 2383.020020
	Iteration 9Q: 3 clusters Score -171366.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -171379.890625 Penalty: 2383.020020
	Iteration 10Q: 3 clusters Score -171379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -171383.046875 Penalty: 2383.020020
	Iteration 11Q: 3 clusters Score -171383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -171383.421875 Penalty: 2383.020020
	Iteration 12Q: 3 clusters Score -171383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -171383.421875 Penalty: 2383.020020
	Iteration 13F: 3 clusters Score -171383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10656 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89566 members 
Mstep: Class 5 contains 31592 members 
Mstep: Class 6 contains 3382 members 
Mstep: Class 7 contains 3699 members 
Mstep: Class 8 contains 68941 members 
Mstep: Class 9 contains 82498 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 35472 members 
Mstep: Class 14 contains 19606 members 
Mstep: Class 15 contains 79795 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12210 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52484 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 5296 members 
Mstep: Class 22 contains 93105 members 
Mstep: Class 23 contains 79865 members 
Mstep: Class 24 contains 2114 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 42090 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9743 members 
Mstep: Class 34 contains 80391 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233920.000000 Penalty: 75375.343750
Iteration 279Q: 35 clusters Score -1.022339e+08 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89625 members 
Mstep: Class 5 contains 31591 members 
Mstep: Class 6 contains 3393 members 
Mstep: Class 7 contains 3701 members 
Mstep: Class 8 contains 68682 members 
Mstep: Class 9 contains 82618 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8794 members 
Mstep: Class 13 contains 35413 members 
Mstep: Class 14 contains 19594 members 
Mstep: Class 15 contains 79901 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12207 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52643 members 
Mstep: Class 20 contains 3309 members 
Mstep: Class 21 contains 5297 members 
Mstep: Class 22 contains 93126 members 
Mstep: Class 23 contains 79894 members 
Mstep: Class 24 contains 2111 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5570 members 
Mstep: Class 27 contains 43005 members 
Mstep: Class 28 contains 1232 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 34 contains 79204 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234024.000000 Penalty: 75375.343750
Iteration 280F: 35 clusters Score -1.02234e+08 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10840 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89673 members 
Mstep: Class 5 contains 31566 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 3702 members 
Mstep: Class 8 contains 68427 members 
Mstep: Class 9 contains 82787 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8811 members 
Mstep: Class 13 contains 35378 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 79977 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 12198 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 52849 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 5301 members 
Mstep: Class 22 contains 93154 members 
Mstep: Class 23 contains 79882 members 
Mstep: Class 24 contains 2110 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 5565 members 
Mstep: Class 27 contains 44008 members 
Mstep: Class 28 contains 1234 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9746 members 
Mstep: Class 34 contains 77898 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233696.000000 Penalty: 75375.343750
Iteration 281Q: 35 clusters Score -1.022337e+08 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10948 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89720 members 
Mstep: Class 5 contains 31523 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 3700 members 
Mstep: Class 8 contains 68214 members 
Mstep: Class 9 contains 82951 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8831 members 
Mstep: Class 13 contains 35350 members 
Mstep: Class 14 contains 19549 members 
Mstep: Class 15 contains 79996 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12195 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 53038 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 5304 members 
Mstep: Class 22 contains 93140 members 
Mstep: Class 23 contains 79943 members 
Mstep: Class 24 contains 2110 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 5562 members 
Mstep: Class 27 contains 45050 members 
Mstep: Class 28 contains 1234 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9750 members 
Mstep: Class 34 contains 76552 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233704.000000 Penalty: 75375.343750
Iteration 282Q: 35 clusters Score -1.022337e+08 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11069 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89754 members 
Mstep: Class 5 contains 31489 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 67981 members 
Mstep: Class 9 contains 83110 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 35326 members 
Mstep: Class 14 contains 19520 members 
Mstep: Class 15 contains 80027 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12191 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 53219 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 93144 members 
Mstep: Class 23 contains 79980 members 
Mstep: Class 24 contains 2109 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5558 members 
Mstep: Class 27 contains 46227 members 
Mstep: Class 28 contains 1234 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9752 members 
Mstep: Class 34 contains 75125 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234184.000000 Penalty: 75375.343750
Iteration 283Q: 35 clusters Score -1.022342e+08 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11218 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89784 members 
Mstep: Class 5 contains 31439 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 3700 members 
Mstep: Class 8 contains 67771 members 
Mstep: Class 9 contains 83324 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 35301 members 
Mstep: Class 14 contains 19476 members 
Mstep: Class 15 contains 80006 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 53371 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 5300 members 
Mstep: Class 22 contains 93097 members 
Mstep: Class 23 contains 80050 members 
Mstep: Class 24 contains 2109 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5555 members 
Mstep: Class 27 contains 47459 members 
Mstep: Class 28 contains 1235 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9747 members 
Mstep: Class 34 contains 73671 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234152.000000 Penalty: 75375.343750
Iteration 284Q: 35 clusters Score -1.022342e+08 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11390 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89801 members 
Mstep: Class 5 contains 31369 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 3700 members 
Mstep: Class 8 contains 67575 members 
Mstep: Class 9 contains 83546 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 35269 members 
Mstep: Class 14 contains 19433 members 
Mstep: Class 15 contains 80043 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 53548 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 21 contains 5303 members 
Mstep: Class 22 contains 93003 members 
Mstep: Class 23 contains 80110 members 
Mstep: Class 24 contains 2109 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5551 members 
Mstep: Class 27 contains 48787 members 
Mstep: Class 28 contains 1235 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9752 members 
Mstep: Class 34 contains 72082 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234352.000000 Penalty: 75375.343750
Iteration 285Q: 35 clusters Score -1.022344e+08 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11577 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89822 members 
Mstep: Class 5 contains 31299 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 3699 members 
Mstep: Class 8 contains 67372 members 
Mstep: Class 9 contains 83737 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 35242 members 
Mstep: Class 14 contains 19391 members 
Mstep: Class 15 contains 80090 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 12193 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 53745 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 5302 members 
Mstep: Class 22 contains 92914 members 
Mstep: Class 23 contains 80219 members 
Mstep: Class 24 contains 2108 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5551 members 
Mstep: Class 27 contains 50156 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9754 members 
Mstep: Class 34 contains 70387 members 
Mstep: Class 35 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234288.000000 Penalty: 75375.343750
Iteration 286Q: 35 clusters Score -1.022343e+08 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89857 members 
Mstep: Class 5 contains 31213 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 67214 members 
Mstep: Class 9 contains 83927 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8861 members 
Mstep: Class 13 contains 35205 members 
Mstep: Class 14 contains 19326 members 
Mstep: Class 15 contains 80220 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 12197 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 53991 members 
Mstep: Class 20 contains 3317 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 92783 members 
Mstep: Class 23 contains 80253 members 
Mstep: Class 24 contains 2107 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5553 members 
Mstep: Class 27 contains 51521 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9747 members 
Mstep: Class 34 contains 68659 members 
Mstep: Class 35 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235136.000000 Penalty: 75375.343750
Iteration 287Q: 35 clusters Score -1.022351e+08 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11969 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89843 members 
Mstep: Class 5 contains 31119 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 3697 members 
Mstep: Class 8 contains 67038 members 
Mstep: Class 9 contains 84126 members 
Mstep: Class 10 contains 9580 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8865 members 
Mstep: Class 13 contains 35177 members 
Mstep: Class 14 contains 19252 members 
Mstep: Class 15 contains 80361 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 12195 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 54200 members 
Mstep: Class 20 contains 3321 members 
Mstep: Class 21 contains 5302 members 
Mstep: Class 22 contains 92723 members 
Mstep: Class 23 contains 80265 members 
Mstep: Class 24 contains 2107 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5554 members 
Mstep: Class 27 contains 52931 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9740 members 
Mstep: Class 34 contains 66923 members 
Mstep: Class 35 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235024.000000 Penalty: 75375.343750
Iteration 288Q: 35 clusters Score -1.02235e+08 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12170 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89816 members 
Mstep: Class 5 contains 31029 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 3692 members 
Mstep: Class 8 contains 66887 members 
Mstep: Class 9 contains 84342 members 
Mstep: Class 10 contains 9590 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8865 members 
Mstep: Class 13 contains 35151 members 
Mstep: Class 14 contains 19184 members 
Mstep: Class 15 contains 80486 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 12191 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 54408 members 
Mstep: Class 20 contains 3321 members 
Mstep: Class 21 contains 5301 members 
Mstep: Class 22 contains 92657 members 
Mstep: Class 23 contains 80316 members 
Mstep: Class 24 contains 2106 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5552 members 
Mstep: Class 27 contains 54295 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9733 members 
Mstep: Class 34 contains 65196 members 
Mstep: Class 35 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235080.000000 Penalty: 75375.343750
Iteration 289Q: 35 clusters Score -1.022351e+08 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89768 members 
Mstep: Class 5 contains 30928 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 66784 members 
Mstep: Class 9 contains 84563 members 
Mstep: Class 10 contains 9606 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8871 members 
Mstep: Class 13 contains 35133 members 
Mstep: Class 14 contains 19071 members 
Mstep: Class 15 contains 80637 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 12186 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 54516 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 5300 members 
Mstep: Class 22 contains 92539 members 
Mstep: Class 23 contains 80348 members 
Mstep: Class 24 contains 2105 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5550 members 
Mstep: Class 27 contains 55633 members 
Mstep: Class 28 contains 1244 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9720 members 
Mstep: Class 34 contains 63615 members 
Mstep: Class 35 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236160.000000 Penalty: 75375.343750
Iteration 290Q: 35 clusters Score -1.022362e+08 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12605 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89727 members 
Mstep: Class 5 contains 30823 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 3695 members 
Mstep: Class 8 contains 66669 members 
Mstep: Class 9 contains 84793 members 
Mstep: Class 10 contains 9618 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8882 members 
Mstep: Class 13 contains 35117 members 
Mstep: Class 14 contains 18962 members 
Mstep: Class 15 contains 80773 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12186 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 54526 members 
Mstep: Class 20 contains 3324 members 
Mstep: Class 21 contains 5296 members 
Mstep: Class 22 contains 92445 members 
Mstep: Class 23 contains 80360 members 
Mstep: Class 24 contains 2105 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5545 members 
Mstep: Class 27 contains 56942 members 
Mstep: Class 28 contains 1244 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9719 members 
Mstep: Class 34 contains 62158 members 
Mstep: Class 35 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236416.000000 Penalty: 75375.343750
Iteration 291Q: 35 clusters Score -1.022364e+08 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12794 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89679 members 
Mstep: Class 5 contains 30727 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 8 contains 66594 members 
Mstep: Class 9 contains 85037 members 
Mstep: Class 10 contains 9628 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8891 members 
Mstep: Class 13 contains 35105 members 
Mstep: Class 14 contains 18831 members 
Mstep: Class 15 contains 80910 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12194 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54464 members 
Mstep: Class 20 contains 3328 members 
Mstep: Class 21 contains 5295 members 
Mstep: Class 22 contains 92314 members 
Mstep: Class 23 contains 80378 members 
Mstep: Class 24 contains 2105 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 58281 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9719 members 
Mstep: Class 34 contains 60755 members 
Mstep: Class 35 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236800.000000 Penalty: 75375.343750
Iteration 292Q: 35 clusters Score -1.022368e+08 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12990 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89582 members 
Mstep: Class 5 contains 30596 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 66543 members 
Mstep: Class 9 contains 85323 members 
Mstep: Class 10 contains 9630 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8901 members 
Mstep: Class 13 contains 35084 members 
Mstep: Class 14 contains 18706 members 
Mstep: Class 15 contains 81043 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12201 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54284 members 
Mstep: Class 20 contains 3329 members 
Mstep: Class 21 contains 5301 members 
Mstep: Class 22 contains 92208 members 
Mstep: Class 23 contains 80369 members 
Mstep: Class 24 contains 2104 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 59573 members 
Mstep: Class 28 contains 1242 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9715 members 
Mstep: Class 34 contains 59559 members 
Mstep: Class 35 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237328.000000 Penalty: 75375.343750
Iteration 293Q: 35 clusters Score -1.022373e+08 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13144 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89447 members 
Mstep: Class 5 contains 30460 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 66494 members 
Mstep: Class 9 contains 85612 members 
Mstep: Class 10 contains 9630 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8907 members 
Mstep: Class 13 contains 35071 members 
Mstep: Class 14 contains 18591 members 
Mstep: Class 15 contains 81221 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12203 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54075 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 5294 members 
Mstep: Class 22 contains 92062 members 
Mstep: Class 23 contains 80388 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 60837 members 
Mstep: Class 28 contains 1242 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9719 members 
Mstep: Class 34 contains 58448 members 
Mstep: Class 35 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237296.000000 Penalty: 75375.343750
Iteration 294Q: 35 clusters Score -1.022373e+08 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89339 members 
Mstep: Class 5 contains 30348 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 66458 members 
Mstep: Class 9 contains 85852 members 
Mstep: Class 10 contains 9631 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 35055 members 
Mstep: Class 14 contains 18491 members 
Mstep: Class 15 contains 81493 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12196 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 53901 members 
Mstep: Class 20 contains 3337 members 
Mstep: Class 21 contains 5291 members 
Mstep: Class 22 contains 91866 members 
Mstep: Class 23 contains 80381 members 
Mstep: Class 24 contains 2101 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 61913 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9731 members 
Mstep: Class 34 contains 57458 members 
Mstep: Class 35 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237608.000000 Penalty: 75375.343750
Iteration 295Q: 35 clusters Score -1.022376e+08 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13393 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89203 members 
Mstep: Class 5 contains 30215 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3690 members 
Mstep: Class 8 contains 66408 members 
Mstep: Class 9 contains 86035 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8915 members 
Mstep: Class 13 contains 35030 members 
Mstep: Class 14 contains 18390 members 
Mstep: Class 15 contains 81758 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12194 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 53752 members 
Mstep: Class 20 contains 3336 members 
Mstep: Class 21 contains 5290 members 
Mstep: Class 22 contains 91680 members 
Mstep: Class 23 contains 80478 members 
Mstep: Class 24 contains 2102 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 62838 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9731 members 
Mstep: Class 34 contains 56623 members 
Mstep: Class 35 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238344.000000 Penalty: 75375.343750
Iteration 296Q: 35 clusters Score -1.022383e+08 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13509 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 89118 members 
Mstep: Class 5 contains 30034 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3697 members 
Mstep: Class 8 contains 66382 members 
Mstep: Class 9 contains 86159 members 
Mstep: Class 10 contains 9652 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 34999 members 
Mstep: Class 14 contains 18271 members 
Mstep: Class 15 contains 82172 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12190 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 53563 members 
Mstep: Class 20 contains 3336 members 
Mstep: Class 21 contains 5291 members 
Mstep: Class 22 contains 91410 members 
Mstep: Class 23 contains 80546 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 63653 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9735 members 
Mstep: Class 34 contains 55958 members 
Mstep: Class 35 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238872.000000 Penalty: 75375.343750
Iteration 297Q: 35 clusters Score -1.022389e+08 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13618 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88987 members 
Mstep: Class 5 contains 29850 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 8 contains 66361 members 
Mstep: Class 9 contains 86271 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8924 members 
Mstep: Class 13 contains 34970 members 
Mstep: Class 14 contains 18149 members 
Mstep: Class 15 contains 82747 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12190 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 53341 members 
Mstep: Class 20 contains 3336 members 
Mstep: Class 21 contains 5285 members 
Mstep: Class 22 contains 91157 members 
Mstep: Class 23 contains 80486 members 
Mstep: Class 24 contains 2098 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 64377 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9737 members 
Mstep: Class 34 contains 55464 members 
Mstep: Class 35 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239104.000000 Penalty: 75375.343750
Iteration 298Q: 35 clusters Score -1.022391e+08 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13720 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88914 members 
Mstep: Class 5 contains 29638 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 66353 members 
Mstep: Class 9 contains 86270 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 34938 members 
Mstep: Class 14 contains 18047 members 
Mstep: Class 15 contains 83498 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 12186 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 53145 members 
Mstep: Class 20 contains 3339 members 
Mstep: Class 21 contains 5286 members 
Mstep: Class 22 contains 90866 members 
Mstep: Class 23 contains 80386 members 
Mstep: Class 24 contains 2096 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 64962 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9745 members 
Mstep: Class 34 contains 55038 members 
Mstep: Class 35 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239944.000000 Penalty: 75375.343750
Iteration 299Q: 35 clusters Score -1.022399e+08 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13808 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88852 members 
Mstep: Class 5 contains 29441 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 3687 members 
Mstep: Class 8 contains 66336 members 
Mstep: Class 9 contains 86132 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 34903 members 
Mstep: Class 14 contains 17971 members 
Mstep: Class 15 contains 84270 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 12185 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 53006 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 5286 members 
Mstep: Class 22 contains 90636 members 
Mstep: Class 23 contains 80309 members 
Mstep: Class 24 contains 2093 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 65428 members 
Mstep: Class 28 contains 1240 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9748 members 
Mstep: Class 34 contains 54678 members 
Mstep: Class 35 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240672.000000 Penalty: 75375.343750
Iteration 300F: 35 clusters Score -1.022407e+08 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13874 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88802 members 
Mstep: Class 5 contains 29258 members 
Mstep: Class 6 contains 3481 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 66301 members 
Mstep: Class 9 contains 85964 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8942 members 
Mstep: Class 13 contains 34866 members 
Mstep: Class 14 contains 17886 members 
Mstep: Class 15 contains 85183 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12181 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 52897 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 90439 members 
Mstep: Class 23 contains 80118 members 
Mstep: Class 24 contains 2091 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 65843 members 
Mstep: Class 28 contains 1240 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9749 members 
Mstep: Class 34 contains 54330 members 
Mstep: Class 35 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241552.000000 Penalty: 75375.343750
Iteration 301Q: 35 clusters Score -1.022416e+08 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13923 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88767 members 
Mstep: Class 5 contains 29095 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 3697 members 
Mstep: Class 8 contains 66219 members 
Mstep: Class 9 contains 85733 members 
Mstep: Class 10 contains 9666 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8953 members 
Mstep: Class 13 contains 34832 members 
Mstep: Class 14 contains 17787 members 
Mstep: Class 15 contains 86151 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12168 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 52807 members 
Mstep: Class 20 contains 3351 members 
Mstep: Class 21 contains 5286 members 
Mstep: Class 22 contains 90300 members 
Mstep: Class 23 contains 79895 members 
Mstep: Class 24 contains 2091 members 
Mstep: Class 25 contains 3173 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 66180 members 
Mstep: Class 28 contains 1240 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9747 members 
Mstep: Class 34 contains 54051 members 
Mstep: Class 35 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242048.000000 Penalty: 75375.343750
Iteration 302Q: 35 clusters Score -1.02242e+08 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13973 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88753 members 
Mstep: Class 5 contains 28946 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3701 members 
Mstep: Class 8 contains 66166 members 
Mstep: Class 9 contains 85403 members 
Mstep: Class 10 contains 9671 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8960 members 
Mstep: Class 13 contains 34795 members 
Mstep: Class 14 contains 17704 members 
Mstep: Class 15 contains 87078 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12162 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 52770 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 5294 members 
Mstep: Class 22 contains 90164 members 
Mstep: Class 23 contains 79742 members 
Mstep: Class 24 contains 2092 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 66430 members 
Mstep: Class 28 contains 1240 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9745 members 
Mstep: Class 34 contains 53786 members 
Mstep: Class 35 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242840.000000 Penalty: 75375.343750
Iteration 303Q: 35 clusters Score -1.022428e+08 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88748 members 
Mstep: Class 5 contains 28820 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 66114 members 
Mstep: Class 9 contains 85118 members 
Mstep: Class 10 contains 9673 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8969 members 
Mstep: Class 13 contains 34747 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 15 contains 87944 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12154 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 52766 members 
Mstep: Class 20 contains 3355 members 
Mstep: Class 21 contains 5299 members 
Mstep: Class 22 contains 90043 members 
Mstep: Class 23 contains 79573 members 
Mstep: Class 24 contains 2093 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 66614 members 
Mstep: Class 28 contains 1240 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 34 contains 53573 members 
Mstep: Class 35 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243104.000000 Penalty: 75375.343750
Iteration 304Q: 35 clusters Score -1.022431e+08 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14030 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88760 members 
Mstep: Class 5 contains 28697 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 66076 members 
Mstep: Class 9 contains 84904 members 
Mstep: Class 10 contains 9675 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 34711 members 
Mstep: Class 14 contains 17527 members 
Mstep: Class 15 contains 88762 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 52788 members 
Mstep: Class 20 contains 3357 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 89915 members 
Mstep: Class 23 contains 79371 members 
Mstep: Class 24 contains 2094 members 
Mstep: Class 25 contains 3173 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 66733 members 
Mstep: Class 28 contains 1240 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9742 members 
Mstep: Class 34 contains 53411 members 
Mstep: Class 35 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243488.000000 Penalty: 75375.343750
Iteration 305Q: 35 clusters Score -1.022435e+08 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14047 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88720 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 3705 members 
Mstep: Class 8 contains 66016 members 
Mstep: Class 9 contains 84728 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 34685 members 
Mstep: Class 14 contains 17439 members 
Mstep: Class 15 contains 89456 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12142 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 52820 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 89806 members 
Mstep: Class 23 contains 79264 members 
Mstep: Class 24 contains 2092 members 
Mstep: Class 25 contains 3172 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 66842 members 
Mstep: Class 28 contains 1239 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 614 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9739 members 
Mstep: Class 34 contains 53273 members 
Mstep: Class 35 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243936.000000 Penalty: 75375.343750
Iteration 306Q: 35 clusters Score -1.022439e+08 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14071 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88675 members 
Mstep: Class 5 contains 28452 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 3710 members 
Mstep: Class 8 contains 65925 members 
Mstep: Class 9 contains 84589 members 
Mstep: Class 10 contains 9686 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 34662 members 
Mstep: Class 14 contains 17346 members 
Mstep: Class 15 contains 90054 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 12150 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 52855 members 
Mstep: Class 20 contains 3359 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 89708 members 
Mstep: Class 23 contains 79239 members 
Mstep: Class 24 contains 2088 members 
Mstep: Class 25 contains 3171 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 66937 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 34 contains 53140 members 
Mstep: Class 35 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244184.000000 Penalty: 75375.343750
Iteration 307Q: 35 clusters Score -1.022442e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14090 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88624 members 
Mstep: Class 5 contains 28328 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 65849 members 
Mstep: Class 9 contains 84488 members 
Mstep: Class 10 contains 9688 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 34638 members 
Mstep: Class 14 contains 17260 members 
Mstep: Class 15 contains 90543 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 12143 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 52894 members 
Mstep: Class 20 contains 3357 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 89555 members 
Mstep: Class 23 contains 79306 members 
Mstep: Class 24 contains 2084 members 
Mstep: Class 25 contains 3171 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 67023 members 
Mstep: Class 28 contains 1245 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9737 members 
Mstep: Class 34 contains 53037 members 
Mstep: Class 35 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244040.000000 Penalty: 75375.343750
Iteration 308Q: 35 clusters Score -1.02244e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14114 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88570 members 
Mstep: Class 5 contains 28237 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 3724 members 
Mstep: Class 8 contains 65771 members 
Mstep: Class 9 contains 84460 members 
Mstep: Class 10 contains 9687 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 34613 members 
Mstep: Class 14 contains 17180 members 
Mstep: Class 15 contains 90930 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 12137 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 52920 members 
Mstep: Class 20 contains 3359 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 89421 members 
Mstep: Class 23 contains 79372 members 
Mstep: Class 24 contains 2084 members 
Mstep: Class 25 contains 3172 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 67095 members 
Mstep: Class 28 contains 1247 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9738 members 
Mstep: Class 34 contains 52945 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243904.000000 Penalty: 75375.343750
Iteration 309Q: 35 clusters Score -1.022439e+08 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14136 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88529 members 
Mstep: Class 5 contains 28170 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 3732 members 
Mstep: Class 8 contains 65649 members 
Mstep: Class 9 contains 84485 members 
Mstep: Class 10 contains 9686 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 34592 members 
Mstep: Class 14 contains 17109 members 
Mstep: Class 15 contains 91275 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 12142 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 52974 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 89271 members 
Mstep: Class 23 contains 79430 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3172 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 67141 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9735 members 
Mstep: Class 34 contains 52850 members 
Mstep: Class 35 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243936.000000 Penalty: 75375.343750
Iteration 310Q: 35 clusters Score -1.022439e+08 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14157 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88471 members 
Mstep: Class 5 contains 28128 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 3741 members 
Mstep: Class 8 contains 65521 members 
Mstep: Class 9 contains 84521 members 
Mstep: Class 10 contains 9684 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 34583 members 
Mstep: Class 14 contains 17028 members 
Mstep: Class 15 contains 91569 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 12158 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 53034 members 
Mstep: Class 20 contains 3359 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 89134 members 
Mstep: Class 23 contains 79501 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3172 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 67212 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9732 members 
Mstep: Class 34 contains 52734 members 
Mstep: Class 35 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244000.000000 Penalty: 75375.343750
Iteration 311Q: 35 clusters Score -1.02244e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14178 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88436 members 
Mstep: Class 5 contains 28091 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 65391 members 
Mstep: Class 9 contains 84544 members 
Mstep: Class 10 contains 9684 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8975 members 
Mstep: Class 13 contains 34555 members 
Mstep: Class 14 contains 16943 members 
Mstep: Class 15 contains 91801 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 12174 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 53084 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 5341 members 
Mstep: Class 22 contains 88992 members 
Mstep: Class 23 contains 79655 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3173 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 67239 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9730 members 
Mstep: Class 34 contains 52649 members 
Mstep: Class 35 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243952.000000 Penalty: 75375.343750
Iteration 312Q: 35 clusters Score -1.02244e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14195 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88405 members 
Mstep: Class 5 contains 28040 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 3758 members 
Mstep: Class 8 contains 65273 members 
Mstep: Class 9 contains 84577 members 
Mstep: Class 10 contains 9684 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8975 members 
Mstep: Class 13 contains 34528 members 
Mstep: Class 14 contains 16868 members 
Mstep: Class 15 contains 91956 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 12183 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 53151 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 5355 members 
Mstep: Class 22 contains 88845 members 
Mstep: Class 23 contains 79870 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 67245 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9732 members 
Mstep: Class 34 contains 52569 members 
Mstep: Class 35 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244272.000000 Penalty: 75375.343750
Iteration 313Q: 35 clusters Score -1.022443e+08 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14204 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88369 members 
Mstep: Class 5 contains 27973 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 65147 members 
Mstep: Class 9 contains 84643 members 
Mstep: Class 10 contains 9680 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 34501 members 
Mstep: Class 14 contains 16796 members 
Mstep: Class 15 contains 92112 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 12189 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 53198 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 88729 members 
Mstep: Class 23 contains 80078 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 67262 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9730 members 
Mstep: Class 34 contains 52498 members 
Mstep: Class 35 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244344.000000 Penalty: 75375.343750
Iteration 314Q: 35 clusters Score -1.022443e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14199 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88313 members 
Mstep: Class 5 contains 27908 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 65012 members 
Mstep: Class 9 contains 84666 members 
Mstep: Class 10 contains 9681 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 34469 members 
Mstep: Class 14 contains 16723 members 
Mstep: Class 15 contains 92276 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 12193 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 53244 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 88648 members 
Mstep: Class 23 contains 80310 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 67295 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9734 members 
Mstep: Class 34 contains 52433 members 
Mstep: Class 35 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244376.000000 Penalty: 75375.343750
Iteration 315Q: 35 clusters Score -1.022444e+08 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14204 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88267 members 
Mstep: Class 5 contains 27853 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 64885 members 
Mstep: Class 9 contains 84686 members 
Mstep: Class 10 contains 9684 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 34430 members 
Mstep: Class 14 contains 16652 members 
Mstep: Class 15 contains 92408 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 12191 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 53282 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 5366 members 
Mstep: Class 22 contains 88546 members 
Mstep: Class 23 contains 80569 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 67323 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9739 members 
Mstep: Class 34 contains 52370 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244256.000000 Penalty: 75375.343750
Iteration 316Q: 35 clusters Score -1.022443e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14204 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88239 members 
Mstep: Class 5 contains 27790 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 64774 members 
Mstep: Class 9 contains 84765 members 
Mstep: Class 10 contains 9688 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 34400 members 
Mstep: Class 14 contains 16575 members 
Mstep: Class 15 contains 92485 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 12191 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 53321 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 5365 members 
Mstep: Class 22 contains 88468 members 
Mstep: Class 23 contains 80773 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 3174 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 67362 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 34 contains 52307 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243976.000000 Penalty: 75375.343750
Iteration 317Q: 35 clusters Score -1.02244e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14213 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88178 members 
Mstep: Class 5 contains 27741 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 3781 members 
Mstep: Class 8 contains 64674 members 
Mstep: Class 9 contains 84843 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8982 members 
Mstep: Class 13 contains 34366 members 
Mstep: Class 14 contains 16512 members 
Mstep: Class 15 contains 92540 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 12194 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53358 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 88404 members 
Mstep: Class 23 contains 80965 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 67393 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 34 contains 52258 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243856.000000 Penalty: 75375.343750
Iteration 318Q: 35 clusters Score -1.022439e+08 nChanged 1706
Entering ConstructFrom: 
Score: -102243856.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -41085.210938 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -41085.21 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 227 members 
Entering Unmasked Estep 
Score: -40109.167969 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -40109.17 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40308.242188 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -40308.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40383.273438 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -40383.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40418.707031 Penalty: 1958.406494
	Iteration 3Q: 3 clusters Score -40418.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40436.078125 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -40436.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40447.878906 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -40447.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40454.773438 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -40454.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40457.226562 Penalty: 1958.406494
	Iteration 7Q: 3 clusters Score -40457.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40457.375000 Penalty: 1958.406494
	Iteration 8Q: 3 clusters Score -40457.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40457.980469 Penalty: 1958.406494
	Iteration 9Q: 3 clusters Score -40457.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40458.601562 Penalty: 1958.406494
	Iteration 10Q: 3 clusters Score -40458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40463.687500 Penalty: 1958.406494
	Iteration 11Q: 3 clusters Score -40463.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40466.703125 Penalty: 1958.406494
	Iteration 12Q: 3 clusters Score -40466.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40472.664062 Penalty: 1958.406494
	Iteration 13Q: 3 clusters Score -40472.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40472.664062 Penalty: 1958.406494
	Iteration 14F: 3 clusters Score -40472.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Entering Unmasked Estep 
Score: -1762853.625000 Penalty: 1553.787842
	Iteration 0F: 2 clusters Score -1762854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1753026.750000 Penalty: 3107.575684
	Iteration 0F: 3 clusters Score -1753027 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1756329.750000 Penalty: 3107.575684
	Iteration 1F: 3 clusters Score -1756330 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1756601.625000 Penalty: 3107.575684
	Iteration 2F: 3 clusters Score -1756602 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1756815.750000 Penalty: 3107.575684
	Iteration 3Q: 3 clusters Score -1756816 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1756979.750000 Penalty: 3107.575684
	Iteration 4Q: 3 clusters Score -1756980 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1757126.750000 Penalty: 3107.575684
	Iteration 5Q: 3 clusters Score -1757127 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1757279.625000 Penalty: 3107.575684
	Iteration 6Q: 3 clusters Score -1757280 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1757481.250000 Penalty: 3107.575684
	Iteration 7Q: 3 clusters Score -1757481 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1757764.125000 Penalty: 3107.575684
	Iteration 8Q: 3 clusters Score -1757764 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1758140.500000 Penalty: 3107.575684
	Iteration 9Q: 3 clusters Score -1758140 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1758611.250000 Penalty: 3107.575684
	Iteration 10Q: 3 clusters Score -1758611 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1759130.375000 Penalty: 3107.575684
	Iteration 11Q: 3 clusters Score -1759130 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1759612.625000 Penalty: 3107.575684
	Iteration 12Q: 3 clusters Score -1759613 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1759974.750000 Penalty: 3107.575684
	Iteration 13Q: 3 clusters Score -1759975 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1760248.000000 Penalty: 3107.575684
	Iteration 14Q: 3 clusters Score -1760248 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1760436.125000 Penalty: 3107.575684
	Iteration 15Q: 3 clusters Score -1760436 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1760566.625000 Penalty: 3107.575684
	Iteration 16Q: 3 clusters Score -1760567 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1760656.500000 Penalty: 3107.575684
	Iteration 17Q: 3 clusters Score -1760656 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1760724.000000 Penalty: 3107.575684
	Iteration 18Q: 3 clusters Score -1760724 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1760788.250000 Penalty: 3107.575684
	Iteration 19Q: 3 clusters Score -1760788 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1760845.125000 Penalty: 3107.575684
	Iteration 20F: 3 clusters Score -1760845 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1760891.250000 Penalty: 3107.575684
	Iteration 21Q: 3 clusters Score -1760891 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1760918.750000 Penalty: 3107.575684
	Iteration 22Q: 3 clusters Score -1760919 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1760954.875000 Penalty: 3107.575684
	Iteration 23Q: 3 clusters Score -1760955 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1760980.625000 Penalty: 3107.575684
	Iteration 24Q: 3 clusters Score -1760981 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1760995.250000 Penalty: 3107.575684
	Iteration 25Q: 3 clusters Score -1760995 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1761019.375000 Penalty: 3107.575684
	Iteration 26Q: 3 clusters Score -1761019 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1761057.000000 Penalty: 3107.575684
	Iteration 27Q: 3 clusters Score -1761057 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1761108.000000 Penalty: 3107.575684
	Iteration 28Q: 3 clusters Score -1761108 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1761150.375000 Penalty: 3107.575684
	Iteration 29Q: 3 clusters Score -1761150 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1761196.875000 Penalty: 3107.575684
	Iteration 30Q: 3 clusters Score -1761197 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1761239.250000 Penalty: 3107.575684
	Iteration 31Q: 3 clusters Score -1761239 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1761283.125000 Penalty: 3107.575684
	Iteration 32Q: 3 clusters Score -1761283 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1761325.000000 Penalty: 3107.575684
	Iteration 33Q: 3 clusters Score -1761325 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1761365.500000 Penalty: 3107.575684
	Iteration 34Q: 3 clusters Score -1761366 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1761402.875000 Penalty: 3107.575684
	Iteration 35Q: 3 clusters Score -1761403 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1761440.500000 Penalty: 3107.575684
	Iteration 36Q: 3 clusters Score -1761440 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1761477.250000 Penalty: 3107.575684
	Iteration 37Q: 3 clusters Score -1761477 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1761525.875000 Penalty: 3107.575684
	Iteration 38Q: 3 clusters Score -1761526 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1761569.875000 Penalty: 3107.575684
	Iteration 39Q: 3 clusters Score -1761570 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1761603.625000 Penalty: 3107.575684
	Iteration 40F: 3 clusters Score -1761604 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1761639 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1761668 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1761706.000000 Penalty: 3107.575684
	Iteration 43Q: 3 clusters Score -1761706 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1761734.125000 Penalty: 3107.575684
	Iteration 44Q: 3 clusters Score -1761734 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1761757.000000 Penalty: 3107.575684
	Iteration 45Q: 3 clusters Score -1761757 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1761783.000000 Penalty: 3107.575684
	Iteration 46Q: 3 clusters Score -1761783 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1761816.000000 Penalty: 3107.575684
	Iteration 47Q: 3 clusters Score -1761816 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1761840.250000 Penalty: 3107.575684
	Iteration 48Q: 3 clusters Score -1761840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1761870.000000 Penalty: 3107.575684
	Iteration 49Q: 3 clusters Score -1761870 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1761888.500000 Penalty: 3107.575684
	Iteration 50Q: 3 clusters Score -1761888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1761912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1761940.250000 Penalty: 3107.575684
	Iteration 52Q: 3 clusters Score -1761940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1761955.750000 Penalty: 3107.575684
	Iteration 53Q: 3 clusters Score -1761956 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1761973.750000 Penalty: 3107.575684
	Iteration 54Q: 3 clusters Score -1761974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1761981.500000 Penalty: 3107.575684
	Iteration 55Q: 3 clusters Score -1761982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1761987.000000 Penalty: 3107.575684
	Iteration 56Q: 3 clusters Score -1761987 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1761990.250000 Penalty: 3107.575684
	Iteration 57Q: 3 clusters Score -1761990 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1761995.250000 Penalty: 3107.575684
	Iteration 58Q: 3 clusters Score -1761995 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1761998.375000 Penalty: 3107.575684
	Iteration 59Q: 3 clusters Score -1761998 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1762000.750000 Penalty: 3107.575684
	Iteration 60F: 3 clusters Score -1762001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1762008.500000 Penalty: 3107.575684
	Iteration 61Q: 3 clusters Score -1762008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1762008.625000 Penalty: 3107.575684
	Iteration 62Q: 3 clusters Score -1762009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1762007.500000 Penalty: 3107.575684
	Iteration 63Q: 3 clusters Score -1762008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1762011.250000 Penalty: 3107.575684
	Iteration 64Q: 3 clusters Score -1762011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1762003.250000 Penalty: 3107.575684
	Iteration 65Q: 3 clusters Score -1762003 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1762007.625000 Penalty: 3107.575684
	Iteration 66Q: 3 clusters Score -1762008 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1762013.875000 Penalty: 3107.575684
	Iteration 67Q: 3 clusters Score -1762014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1762018.000000 Penalty: 3107.575684
	Iteration 68Q: 3 clusters Score -1762018 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1762020 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1762024.000000 Penalty: 3107.575684
	Iteration 70Q: 3 clusters Score -1762024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1762025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1762026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1762024.875000 Penalty: 3107.575684
	Iteration 73Q: 3 clusters Score -1762025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1762027.125000 Penalty: 3107.575684
	Iteration 74Q: 3 clusters Score -1762027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1762030.875000 Penalty: 3107.575684
	Iteration 75Q: 3 clusters Score -1762031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1762031.625000 Penalty: 3107.575684
	Iteration 76Q: 3 clusters Score -1762032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1762028.750000 Penalty: 3107.575684
	Iteration 77Q: 3 clusters Score -1762029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1762027.750000 Penalty: 3107.575684
	Iteration 78Q: 3 clusters Score -1762028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1762027.500000 Penalty: 3107.575684
	Iteration 79Q: 3 clusters Score -1762028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1762031.000000 Penalty: 3107.575684
	Iteration 80F: 3 clusters Score -1762031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1762031.000000 Penalty: 3107.575684
	Iteration 81Q: 3 clusters Score -1762031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1762032.875000 Penalty: 3107.575684
	Iteration 82Q: 3 clusters Score -1762033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1762032.500000 Penalty: 3107.575684
	Iteration 83Q: 3 clusters Score -1762032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1762032.250000 Penalty: 3107.575684
	Iteration 84Q: 3 clusters Score -1762032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1762032.125000 Penalty: 3107.575684
	Iteration 85Q: 3 clusters Score -1762032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1762033.125000 Penalty: 3107.575684
	Iteration 86Q: 3 clusters Score -1762033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1762034.375000 Penalty: 3107.575684
	Iteration 87Q: 3 clusters Score -1762034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1762033.500000 Penalty: 3107.575684
	Iteration 88Q: 3 clusters Score -1762034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1762034.500000 Penalty: 3107.575684
	Iteration 89Q: 3 clusters Score -1762034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1762033.750000 Penalty: 3107.575684
	Iteration 90Q: 3 clusters Score -1762034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1762034.250000 Penalty: 3107.575684
	Iteration 91Q: 3 clusters Score -1762034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1762032.375000 Penalty: 3107.575684
	Iteration 92Q: 3 clusters Score -1762032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1762032.875000 Penalty: 3107.575684
	Iteration 93Q: 3 clusters Score -1762033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1762032.375000 Penalty: 3107.575684
	Iteration 94Q: 3 clusters Score -1762032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1762031.125000 Penalty: 3107.575684
	Iteration 95Q: 3 clusters Score -1762031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1762034.250000 Penalty: 3107.575684
	Iteration 96Q: 3 clusters Score -1762034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1762038.000000 Penalty: 3107.575684
	Iteration 97Q: 3 clusters Score -1762038 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1762038.500000 Penalty: 3107.575684
	Iteration 98Q: 3 clusters Score -1762038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1762036.875000 Penalty: 3107.575684
	Iteration 99Q: 3 clusters Score -1762037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1762038.250000 Penalty: 3107.575684
	Iteration 100F: 3 clusters Score -1762038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1762035.000000 Penalty: 3107.575684
	Iteration 101Q: 3 clusters Score -1762035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1762033.375000 Penalty: 3107.575684
	Iteration 102Q: 3 clusters Score -1762033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1762035.625000 Penalty: 3107.575684
	Iteration 103Q: 3 clusters Score -1762036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1762036.625000 Penalty: 3107.575684
	Iteration 104Q: 3 clusters Score -1762037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1762036.125000 Penalty: 3107.575684
	Iteration 105Q: 3 clusters Score -1762036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1762036.250000 Penalty: 3107.575684
	Iteration 106Q: 3 clusters Score -1762036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1762035.625000 Penalty: 3107.575684
	Iteration 107Q: 3 clusters Score -1762036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1762036.625000 Penalty: 3107.575684
	Iteration 108Q: 3 clusters Score -1762037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1762037.875000 Penalty: 3107.575684
	Iteration 109Q: 3 clusters Score -1762038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1762038.625000 Penalty: 3107.575684
	Iteration 110Q: 3 clusters Score -1762039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1762041.750000 Penalty: 3107.575684
	Iteration 111Q: 3 clusters Score -1762042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1762041.500000 Penalty: 3107.575684
	Iteration 112Q: 3 clusters Score -1762042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1762041.000000 Penalty: 3107.575684
	Iteration 113Q: 3 clusters Score -1762041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1762047.500000 Penalty: 3107.575684
	Iteration 114Q: 3 clusters Score -1762048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1762046.250000 Penalty: 3107.575684
	Iteration 115Q: 3 clusters Score -1762046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1762049.000000 Penalty: 3107.575684
	Iteration 116Q: 3 clusters Score -1762049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1762048.375000 Penalty: 3107.575684
	Iteration 117Q: 3 clusters Score -1762048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1762047.875000 Penalty: 3107.575684
	Iteration 118Q: 3 clusters Score -1762048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1762047.250000 Penalty: 3107.575684
	Iteration 119Q: 3 clusters Score -1762047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1762046.250000 Penalty: 3107.575684
	Iteration 120F: 3 clusters Score -1762046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1762045.500000 Penalty: 3107.575684
	Iteration 121Q: 3 clusters Score -1762046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1762046 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1762045.500000 Penalty: 3107.575684
	Iteration 123F: 3 clusters Score -1762046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -39657.300781 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -39657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38755.019531 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -38755.02 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -39028.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39184.785156 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -39184.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39285.878906 Penalty: 1960.753052
	Iteration 3Q: 3 clusters Score -39285.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39328.171875 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -39328.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39353.167969 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -39353.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39374.437500 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -39374.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39388.253906 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -39388.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39391.753906 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -39391.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39395.066406 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -39395.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39395.765625 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -39395.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39395.765625 Penalty: 1960.753052
	Iteration 11F: 3 clusters Score -39395.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (88150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Entering Unmasked Estep 
Score: -10836224.000000 Penalty: 1850.354248
	Iteration 0F: 2 clusters Score -1.083622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -10777703.000000 Penalty: 3700.708496
	Iteration 0F: 3 clusters Score -1.07777e+07 nChanged 42128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -10802017.000000 Penalty: 3700.708496
	Iteration 1F: 3 clusters Score -1.080202e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -10802551.000000 Penalty: 3700.708496
	Iteration 2Q: 3 clusters Score -1.080255e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -10803155.000000 Penalty: 3700.708496
	Iteration 3Q: 3 clusters Score -1.080316e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -10803998.000000 Penalty: 3700.708496
	Iteration 4Q: 3 clusters Score -1.0804e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -10805411.000000 Penalty: 3700.708496
	Iteration 5Q: 3 clusters Score -1.080541e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -10807522.000000 Penalty: 3700.708496
	Iteration 6Q: 3 clusters Score -1.080752e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -10811213.000000 Penalty: 3700.708496
	Iteration 7F: 3 clusters Score -1.081121e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -10816715.000000 Penalty: 3700.708496
	Iteration 8F: 3 clusters Score -1.081672e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -10823357.000000 Penalty: 3700.708496
	Iteration 9F: 3 clusters Score -1.082336e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -10829194.000000 Penalty: 3700.708496
	Iteration 10F: 3 clusters Score -1.082919e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -10832618.000000 Penalty: 3700.708496
	Iteration 11Q: 3 clusters Score -1.083262e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10833836.000000 Penalty: 3700.708496
	Iteration 12Q: 3 clusters Score -1.083384e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10834260.000000 Penalty: 3700.708496
	Iteration 13Q: 3 clusters Score -1.083426e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87897 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10834404.000000 Penalty: 3700.708496
	Iteration 14Q: 3 clusters Score -1.08344e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10834462.000000 Penalty: 3700.708496
	Iteration 15Q: 3 clusters Score -1.083446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10834485.000000 Penalty: 3700.708496
	Iteration 16Q: 3 clusters Score -1.083448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10834490.000000 Penalty: 3700.708496
	Iteration 17Q: 3 clusters Score -1.083449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87968 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10834514.000000 Penalty: 3700.708496
	Iteration 18Q: 3 clusters Score -1.083451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87974 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10834520.000000 Penalty: 3700.708496
	Iteration 19Q: 3 clusters Score -1.083452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10834526.000000 Penalty: 3700.708496
	Iteration 20F: 3 clusters Score -1.083453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10834538.000000 Penalty: 3700.708496
	Iteration 21Q: 3 clusters Score -1.083454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10834541.000000 Penalty: 3700.708496
	Iteration 22Q: 3 clusters Score -1.083454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10834556.000000 Penalty: 3700.708496
	Iteration 23Q: 3 clusters Score -1.083456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87990 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10834552.000000 Penalty: 3700.708496
	Iteration 24Q: 3 clusters Score -1.083455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87990 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10834552.000000 Penalty: 3700.708496
	Iteration 25F: 3 clusters Score -1.083455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Entering Unmasked Estep 
Score: -3424635.750000 Penalty: 1662.102173
	Iteration 0F: 2 clusters Score -3424636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3405943.750000 Penalty: 3324.204346
	Iteration 0F: 3 clusters Score -3405944 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -3412999.500000 Penalty: 3324.204346
	Iteration 1F: 3 clusters Score -3413000 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3413345.500000 Penalty: 3324.204346
	Iteration 2Q: 3 clusters Score -3413346 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3413691.750000 Penalty: 3324.204346
	Iteration 3Q: 3 clusters Score -3413692 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3414044.500000 Penalty: 3324.204346
	Iteration 4Q: 3 clusters Score -3414044 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3414425.750000 Penalty: 3324.204346
	Iteration 5Q: 3 clusters Score -3414426 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3414903.000000 Penalty: 3324.204346
	Iteration 6Q: 3 clusters Score -3414903 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3415596.500000 Penalty: 3324.204346
	Iteration 7Q: 3 clusters Score -3415596 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3416576.000000 Penalty: 3324.204346
	Iteration 8Q: 3 clusters Score -3416576 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3417730.750000 Penalty: 3324.204346
	Iteration 9F: 3 clusters Score -3417731 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3418852.500000 Penalty: 3324.204346
	Iteration 10F: 3 clusters Score -3418852 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3419708.250000 Penalty: 3324.204346
	Iteration 11Q: 3 clusters Score -3419708 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3420316.000000 Penalty: 3324.204346
	Iteration 12Q: 3 clusters Score -3420316 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3420726.000000 Penalty: 3324.204346
	Iteration 13Q: 3 clusters Score -3420726 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3421060.000000 Penalty: 3324.204346
	Iteration 14Q: 3 clusters Score -3421060 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3421306.250000 Penalty: 3324.204346
	Iteration 15Q: 3 clusters Score -3421306 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3421546.250000 Penalty: 3324.204346
	Iteration 16Q: 3 clusters Score -3421546 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3421748.750000 Penalty: 3324.204346
	Iteration 17Q: 3 clusters Score -3421749 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3421940.000000 Penalty: 3324.204346
	Iteration 18Q: 3 clusters Score -3421940 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3422100.250000 Penalty: 3324.204346
	Iteration 19Q: 3 clusters Score -3422100 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3422234.000000 Penalty: 3324.204346
	Iteration 20F: 3 clusters Score -3422234 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3422402.000000 Penalty: 3324.204346
	Iteration 21Q: 3 clusters Score -3422402 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3422522.250000 Penalty: 3324.204346
	Iteration 22Q: 3 clusters Score -3422522 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3422631.750000 Penalty: 3324.204346
	Iteration 23Q: 3 clusters Score -3422632 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3422715.750000 Penalty: 3324.204346
	Iteration 24Q: 3 clusters Score -3422716 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3422816.000000 Penalty: 3324.204346
	Iteration 25Q: 3 clusters Score -3422816 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3422893.000000 Penalty: 3324.204346
	Iteration 26Q: 3 clusters Score -3422893 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3422959.000000 Penalty: 3324.204346
	Iteration 27Q: 3 clusters Score -3422959 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3423030.250000 Penalty: 3324.204346
	Iteration 28Q: 3 clusters Score -3423030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3423082.750000 Penalty: 3324.204346
	Iteration 29Q: 3 clusters Score -3423083 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3423118.000000 Penalty: 3324.204346
	Iteration 30Q: 3 clusters Score -3423118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3423157.500000 Penalty: 3324.204346
	Iteration 31Q: 3 clusters Score -3423158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3423188.750000 Penalty: 3324.204346
	Iteration 32Q: 3 clusters Score -3423189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3423198.750000 Penalty: 3324.204346
	Iteration 33Q: 3 clusters Score -3423199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3423220.000000 Penalty: 3324.204346
	Iteration 34Q: 3 clusters Score -3423220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3423235.750000 Penalty: 3324.204346
	Iteration 35Q: 3 clusters Score -3423236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3423250.250000 Penalty: 3324.204346
	Iteration 36Q: 3 clusters Score -3423250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3423258.500000 Penalty: 3324.204346
	Iteration 37Q: 3 clusters Score -3423258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3423274.750000 Penalty: 3324.204346
	Iteration 38Q: 3 clusters Score -3423275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3423281.750000 Penalty: 3324.204346
	Iteration 39Q: 3 clusters Score -3423282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3423291.750000 Penalty: 3324.204346
	Iteration 40F: 3 clusters Score -3423292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3423298.750000 Penalty: 3324.204346
	Iteration 41Q: 3 clusters Score -3423299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3423313.000000 Penalty: 3324.204346
	Iteration 42Q: 3 clusters Score -3423313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3423312.250000 Penalty: 3324.204346
	Iteration 43Q: 3 clusters Score -3423312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3423314.000000 Penalty: 3324.204346
	Iteration 44Q: 3 clusters Score -3423314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3423319.250000 Penalty: 3324.204346
	Iteration 45Q: 3 clusters Score -3423319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3423318.250000 Penalty: 3324.204346
	Iteration 46Q: 3 clusters Score -3423318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3423314.750000 Penalty: 3324.204346
	Iteration 47Q: 3 clusters Score -3423315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3423317.000000 Penalty: 3324.204346
	Iteration 48Q: 3 clusters Score -3423317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3423314.750000 Penalty: 3324.204346
	Iteration 49Q: 3 clusters Score -3423315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3423318.250000 Penalty: 3324.204346
	Iteration 50Q: 3 clusters Score -3423318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3423323.500000 Penalty: 3324.204346
	Iteration 51Q: 3 clusters Score -3423324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3423324.000000 Penalty: 3324.204346
	Iteration 52Q: 3 clusters Score -3423324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3423325.000000 Penalty: 3324.204346
	Iteration 53Q: 3 clusters Score -3423325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3423325.250000 Penalty: 3324.204346
	Iteration 54Q: 3 clusters Score -3423325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3423328.500000 Penalty: 3324.204346
	Iteration 55Q: 3 clusters Score -3423328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3423328.000000 Penalty: 3324.204346
	Iteration 56Q: 3 clusters Score -3423328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3423330.500000 Penalty: 3324.204346
	Iteration 57Q: 3 clusters Score -3423330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3423331.750000 Penalty: 3324.204346
	Iteration 58Q: 3 clusters Score -3423332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3423329.500000 Penalty: 3324.204346
	Iteration 59Q: 3 clusters Score -3423330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3423329.500000 Penalty: 3324.204346
	Iteration 60F: 3 clusters Score -3423330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -410805.875000 Penalty: 1326.733032
	Iteration 0F: 2 clusters Score -410805.9 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 1746 members 
Entering Unmasked Estep 
Score: -407767.625000 Penalty: 2653.466064
	Iteration 0F: 3 clusters Score -407767.6 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -408674.187500 Penalty: 2653.466064
	Iteration 1F: 3 clusters Score -408674.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -408973.812500 Penalty: 2653.466064
	Iteration 2F: 3 clusters Score -408973.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -409179.687500 Penalty: 2653.466064
	Iteration 3F: 3 clusters Score -409179.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -409325.187500 Penalty: 2653.466064
	Iteration 4F: 3 clusters Score -409325.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -409418.968750 Penalty: 2653.466064
	Iteration 5Q: 3 clusters Score -409419 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -409497.468750 Penalty: 2653.466064
	Iteration 6Q: 3 clusters Score -409497.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -409569.406250 Penalty: 2653.466064
	Iteration 7Q: 3 clusters Score -409569.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -409643.781250 Penalty: 2653.466064
	Iteration 8Q: 3 clusters Score -409643.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -409713.437500 Penalty: 2653.466064
	Iteration 9Q: 3 clusters Score -409713.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -409771.468750 Penalty: 2653.466064
	Iteration 10Q: 3 clusters Score -409771.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -409836.218750 Penalty: 2653.466064
	Iteration 11Q: 3 clusters Score -409836.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -409918.375000 Penalty: 2653.466064
	Iteration 12Q: 3 clusters Score -409918.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -410020.406250 Penalty: 2653.466064
	Iteration 13Q: 3 clusters Score -410020.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -410131.593750 Penalty: 2653.466064
	Iteration 14Q: 3 clusters Score -410131.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -410289.625000 Penalty: 2653.466064
	Iteration 15Q: 3 clusters Score -410289.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -410385.906250 Penalty: 2653.466064
	Iteration 16Q: 3 clusters Score -410385.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -410427.093750 Penalty: 2653.466064
	Iteration 17Q: 3 clusters Score -410427.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -410448.625000 Penalty: 2653.466064
	Iteration 18Q: 3 clusters Score -410448.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -410454.812500 Penalty: 2653.466064
	Iteration 19Q: 3 clusters Score -410454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -410460.687500 Penalty: 2653.466064
	Iteration 20F: 3 clusters Score -410460.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -410465.968750 Penalty: 2653.466064
	Iteration 21Q: 3 clusters Score -410466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -410468.218750 Penalty: 2653.466064
	Iteration 22Q: 3 clusters Score -410468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -410470.625000 Penalty: 2653.466064
	Iteration 23Q: 3 clusters Score -410470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -410473.250000 Penalty: 2653.466064
	Iteration 24Q: 3 clusters Score -410473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -410475.406250 Penalty: 2653.466064
	Iteration 25Q: 3 clusters Score -410475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -410476.500000 Penalty: 2653.466064
	Iteration 26Q: 3 clusters Score -410476.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -410476.500000 Penalty: 2653.466064
	Iteration 27F: 3 clusters Score -410476.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -443374.812500 Penalty: 1339.319458
	Iteration 0F: 2 clusters Score -443374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -440202.125000 Penalty: 2678.638916
	Iteration 0F: 3 clusters Score -440202.1 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -441029.156250 Penalty: 2678.638916
	Iteration 1F: 3 clusters Score -441029.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -441178.125000 Penalty: 2678.638916
	Iteration 2F: 3 clusters Score -441178.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -441285.093750 Penalty: 2678.638916
	Iteration 3F: 3 clusters Score -441285.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -441345.281250 Penalty: 2678.638916
	Iteration 4Q: 3 clusters Score -441345.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -441397.250000 Penalty: 2678.638916
	Iteration 5Q: 3 clusters Score -441397.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -441445.593750 Penalty: 2678.638916
	Iteration 6Q: 3 clusters Score -441445.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -441477.468750 Penalty: 2678.638916
	Iteration 7Q: 3 clusters Score -441477.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -441500.343750 Penalty: 2678.638916
	Iteration 8Q: 3 clusters Score -441500.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -441523.750000 Penalty: 2678.638916
	Iteration 9Q: 3 clusters Score -441523.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -441542.468750 Penalty: 2678.638916
	Iteration 10Q: 3 clusters Score -441542.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -441560.187500 Penalty: 2678.638916
	Iteration 11Q: 3 clusters Score -441560.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -441575.093750 Penalty: 2678.638916
	Iteration 12Q: 3 clusters Score -441575.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -441598.843750 Penalty: 2678.638916
	Iteration 13Q: 3 clusters Score -441598.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -441619.875000 Penalty: 2678.638916
	Iteration 14Q: 3 clusters Score -441619.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -441645.875000 Penalty: 2678.638916
	Iteration 15Q: 3 clusters Score -441645.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -441672.375000 Penalty: 2678.638916
	Iteration 16Q: 3 clusters Score -441672.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -441697.468750 Penalty: 2678.638916
	Iteration 17Q: 3 clusters Score -441697.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -441723.375000 Penalty: 2678.638916
	Iteration 18Q: 3 clusters Score -441723.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -441752.718750 Penalty: 2678.638916
	Iteration 19Q: 3 clusters Score -441752.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -441776.031250 Penalty: 2678.638916
	Iteration 20F: 3 clusters Score -441776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -441801.562500 Penalty: 2678.638916
	Iteration 21Q: 3 clusters Score -441801.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -441824.468750 Penalty: 2678.638916
	Iteration 22Q: 3 clusters Score -441824.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -441849.687500 Penalty: 2678.638916
	Iteration 23Q: 3 clusters Score -441849.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -441880.656250 Penalty: 2678.638916
	Iteration 24Q: 3 clusters Score -441880.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -441912.687500 Penalty: 2678.638916
	Iteration 25Q: 3 clusters Score -441912.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -441940.218750 Penalty: 2678.638916
	Iteration 26Q: 3 clusters Score -441940.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -441981.656250 Penalty: 2678.638916
	Iteration 27Q: 3 clusters Score -441981.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -442018.093750 Penalty: 2678.638916
	Iteration 28Q: 3 clusters Score -442018.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -442045.312500 Penalty: 2678.638916
	Iteration 29Q: 3 clusters Score -442045.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -442071.093750 Penalty: 2678.638916
	Iteration 30Q: 3 clusters Score -442071.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -442094.906250 Penalty: 2678.638916
	Iteration 31Q: 3 clusters Score -442094.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -442123.093750 Penalty: 2678.638916
	Iteration 32Q: 3 clusters Score -442123.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -442146.625000 Penalty: 2678.638916
	Iteration 33Q: 3 clusters Score -442146.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -442165.375000 Penalty: 2678.638916
	Iteration 34Q: 3 clusters Score -442165.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -442182.687500 Penalty: 2678.638916
	Iteration 35Q: 3 clusters Score -442182.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -442202.406250 Penalty: 2678.638916
	Iteration 36Q: 3 clusters Score -442202.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -442225.125000 Penalty: 2678.638916
	Iteration 37Q: 3 clusters Score -442225.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -442241.218750 Penalty: 2678.638916
	Iteration 38Q: 3 clusters Score -442241.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -442249.156250 Penalty: 2678.638916
	Iteration 39Q: 3 clusters Score -442249.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -442257.125000 Penalty: 2678.638916
	Iteration 40F: 3 clusters Score -442257.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -442262.000000 Penalty: 2678.638916
	Iteration 41Q: 3 clusters Score -442262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -442267.125000 Penalty: 2678.638916
	Iteration 42Q: 3 clusters Score -442267.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -442270.812500 Penalty: 2678.638916
	Iteration 43Q: 3 clusters Score -442270.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -442274.000000 Penalty: 2678.638916
	Iteration 44Q: 3 clusters Score -442274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -442278.937500 Penalty: 2678.638916
	Iteration 45Q: 3 clusters Score -442278.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -442284.281250 Penalty: 2678.638916
	Iteration 46Q: 3 clusters Score -442284.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -442288.468750 Penalty: 2678.638916
	Iteration 47Q: 3 clusters Score -442288.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -442291.500000 Penalty: 2678.638916
	Iteration 48Q: 3 clusters Score -442291.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -442295.593750 Penalty: 2678.638916
	Iteration 49Q: 3 clusters Score -442295.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -442299.437500 Penalty: 2678.638916
	Iteration 50Q: 3 clusters Score -442299.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -442303.843750 Penalty: 2678.638916
	Iteration 51Q: 3 clusters Score -442303.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -442307.500000 Penalty: 2678.638916
	Iteration 52Q: 3 clusters Score -442307.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -442313.312500 Penalty: 2678.638916
	Iteration 53Q: 3 clusters Score -442313.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -442319.875000 Penalty: 2678.638916
	Iteration 54Q: 3 clusters Score -442319.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -442328.125000 Penalty: 2678.638916
	Iteration 55Q: 3 clusters Score -442328.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -442334.656250 Penalty: 2678.638916
	Iteration 56Q: 3 clusters Score -442334.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -442338.187500 Penalty: 2678.638916
	Iteration 57Q: 3 clusters Score -442338.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -442346.531250 Penalty: 2678.638916
	Iteration 58Q: 3 clusters Score -442346.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -442354.375000 Penalty: 2678.638916
	Iteration 59Q: 3 clusters Score -442354.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -442363.687500 Penalty: 2678.638916
	Iteration 60F: 3 clusters Score -442363.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -442371.500000 Penalty: 2678.638916
	Iteration 61Q: 3 clusters Score -442371.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -442379.093750 Penalty: 2678.638916
	Iteration 62Q: 3 clusters Score -442379.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -442388.937500 Penalty: 2678.638916
	Iteration 63Q: 3 clusters Score -442388.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -442400.125000 Penalty: 2678.638916
	Iteration 64Q: 3 clusters Score -442400.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -442410.781250 Penalty: 2678.638916
	Iteration 65Q: 3 clusters Score -442410.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -442419.593750 Penalty: 2678.638916
	Iteration 66Q: 3 clusters Score -442419.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -442429.375000 Penalty: 2678.638916
	Iteration 67Q: 3 clusters Score -442429.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -442438.500000 Penalty: 2678.638916
	Iteration 68Q: 3 clusters Score -442438.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -442444.875000 Penalty: 2678.638916
	Iteration 69Q: 3 clusters Score -442444.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -442452.000000 Penalty: 2678.638916
	Iteration 70Q: 3 clusters Score -442452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -442459.312500 Penalty: 2678.638916
	Iteration 71Q: 3 clusters Score -442459.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -442464.000000 Penalty: 2678.638916
	Iteration 72Q: 3 clusters Score -442464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -442469.875000 Penalty: 2678.638916
	Iteration 73Q: 3 clusters Score -442469.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -442473.156250 Penalty: 2678.638916
	Iteration 74Q: 3 clusters Score -442473.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -442475.687500 Penalty: 2678.638916
	Iteration 75Q: 3 clusters Score -442475.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -442478.531250 Penalty: 2678.638916
	Iteration 76Q: 3 clusters Score -442478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -442480.312500 Penalty: 2678.638916
	Iteration 77Q: 3 clusters Score -442480.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -442483.375000 Penalty: 2678.638916
	Iteration 78Q: 3 clusters Score -442483.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -442487.656250 Penalty: 2678.638916
	Iteration 79Q: 3 clusters Score -442487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -442487.875000 Penalty: 2678.638916
	Iteration 80F: 3 clusters Score -442487.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -442492.281250 Penalty: 2678.638916
	Iteration 81Q: 3 clusters Score -442492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -442493.281250 Penalty: 2678.638916
	Iteration 82Q: 3 clusters Score -442493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -442493.250000 Penalty: 2678.638916
	Iteration 83Q: 3 clusters Score -442493.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -442493.250000 Penalty: 2678.638916
	Iteration 84F: 3 clusters Score -442493.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Entering Unmasked Estep 
Score: -8024401.500000 Penalty: 1799.784668
	Iteration 0F: 2 clusters Score -8024402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -7981209.500000 Penalty: 3599.569336
	Iteration 0F: 3 clusters Score -7981210 nChanged 30679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -7999066.000000 Penalty: 3599.569336
	Iteration 1F: 3 clusters Score -7999066 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -7999568.000000 Penalty: 3599.569336
	Iteration 2Q: 3 clusters Score -7999568 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -8000215.000000 Penalty: 3599.569336
	Iteration 3Q: 3 clusters Score -8000215 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -8001098.500000 Penalty: 3599.569336
	Iteration 4Q: 3 clusters Score -8001098 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -8002280.500000 Penalty: 3599.569336
	Iteration 5Q: 3 clusters Score -8002280 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -8004126.500000 Penalty: 3599.569336
	Iteration 6Q: 3 clusters Score -8004126 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -8006854.000000 Penalty: 3599.569336
	Iteration 7F: 3 clusters Score -8006854 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -8010094.000000 Penalty: 3599.569336
	Iteration 8F: 3 clusters Score -8010094 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -8012494.500000 Penalty: 3599.569336
	Iteration 9F: 3 clusters Score -8012494 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -8013535.500000 Penalty: 3599.569336
	Iteration 10Q: 3 clusters Score -8013536 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -8013967.000000 Penalty: 3599.569336
	Iteration 11Q: 3 clusters Score -8013967 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -8014326.000000 Penalty: 3599.569336
	Iteration 12Q: 3 clusters Score -8014326 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -8014650.500000 Penalty: 3599.569336
	Iteration 13Q: 3 clusters Score -8014650 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -8014900.500000 Penalty: 3599.569336
	Iteration 14Q: 3 clusters Score -8014900 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -8015221.000000 Penalty: 3599.569336
	Iteration 15Q: 3 clusters Score -8015221 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -8015516.000000 Penalty: 3599.569336
	Iteration 16Q: 3 clusters Score -8015516 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -8015926.000000 Penalty: 3599.569336
	Iteration 17Q: 3 clusters Score -8015926 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -8016334.500000 Penalty: 3599.569336
	Iteration 18Q: 3 clusters Score -8016334 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -8016720.500000 Penalty: 3599.569336
	Iteration 19Q: 3 clusters Score -8016720 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -8017154.500000 Penalty: 3599.569336
	Iteration 20F: 3 clusters Score -8017154 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -8017589.000000 Penalty: 3599.569336
	Iteration 21Q: 3 clusters Score -8017589 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -8017930.000000 Penalty: 3599.569336
	Iteration 22Q: 3 clusters Score -8017930 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -8018268.000000 Penalty: 3599.569336
	Iteration 23Q: 3 clusters Score -8018268 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -8018544.000000 Penalty: 3599.569336
	Iteration 24Q: 3 clusters Score -8018544 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -8018744.500000 Penalty: 3599.569336
	Iteration 25Q: 3 clusters Score -8018744 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8018935.500000 Penalty: 3599.569336
	Iteration 26Q: 3 clusters Score -8018936 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8019054.500000 Penalty: 3599.569336
	Iteration 27Q: 3 clusters Score -8019054 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -8019171.500000 Penalty: 3599.569336
	Iteration 28Q: 3 clusters Score -8019172 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -8019285.000000 Penalty: 3599.569336
	Iteration 29Q: 3 clusters Score -8019285 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -8019376.500000 Penalty: 3599.569336
	Iteration 30Q: 3 clusters Score -8019376 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -8019463.000000 Penalty: 3599.569336
	Iteration 31Q: 3 clusters Score -8019463 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -8019531.500000 Penalty: 3599.569336
	Iteration 32Q: 3 clusters Score -8019532 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -8019550.500000 Penalty: 3599.569336
	Iteration 33Q: 3 clusters Score -8019550 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -8019601.500000 Penalty: 3599.569336
	Iteration 34Q: 3 clusters Score -8019602 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -8019658.500000 Penalty: 3599.569336
	Iteration 35Q: 3 clusters Score -8019658 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -8019696.000000 Penalty: 3599.569336
	Iteration 36Q: 3 clusters Score -8019696 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -8019804.000000 Penalty: 3599.569336
	Iteration 37Q: 3 clusters Score -8019804 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -8019870.500000 Penalty: 3599.569336
	Iteration 38Q: 3 clusters Score -8019870 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -8019876.500000 Penalty: 3599.569336
	Iteration 39Q: 3 clusters Score -8019876 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -8019924.500000 Penalty: 3599.569336
	Iteration 40F: 3 clusters Score -8019924 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -8019982.500000 Penalty: 3599.569336
	Iteration 41Q: 3 clusters Score -8019982 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -8020020.000000 Penalty: 3599.569336
	Iteration 42Q: 3 clusters Score -8020020 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -8020027.000000 Penalty: 3599.569336
	Iteration 43Q: 3 clusters Score -8020027 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -8020070.000000 Penalty: 3599.569336
	Iteration 44Q: 3 clusters Score -8020070 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -8020101.500000 Penalty: 3599.569336
	Iteration 45Q: 3 clusters Score -8020102 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -8020123.500000 Penalty: 3599.569336
	Iteration 46Q: 3 clusters Score -8020124 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -8020130.500000 Penalty: 3599.569336
	Iteration 47Q: 3 clusters Score -8020130 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -8020176.500000 Penalty: 3599.569336
	Iteration 48Q: 3 clusters Score -8020176 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -8020269.500000 Penalty: 3599.569336
	Iteration 49Q: 3 clusters Score -8020270 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -8020282.000000 Penalty: 3599.569336
	Iteration 50Q: 3 clusters Score -8020282 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -8020368.000000 Penalty: 3599.569336
	Iteration 51Q: 3 clusters Score -8020368 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -8020436.500000 Penalty: 3599.569336
	Iteration 52Q: 3 clusters Score -8020436 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -8020502.000000 Penalty: 3599.569336
	Iteration 53Q: 3 clusters Score -8020502 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -8020551.500000 Penalty: 3599.569336
	Iteration 54Q: 3 clusters Score -8020552 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -8020602.000000 Penalty: 3599.569336
	Iteration 55Q: 3 clusters Score -8020602 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -8020647.500000 Penalty: 3599.569336
	Iteration 56Q: 3 clusters Score -8020648 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -8020689.000000 Penalty: 3599.569336
	Iteration 57Q: 3 clusters Score -8020689 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -8020769.000000 Penalty: 3599.569336
	Iteration 58Q: 3 clusters Score -8020769 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -8020816.500000 Penalty: 3599.569336
	Iteration 59Q: 3 clusters Score -8020816 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -8020847.500000 Penalty: 3599.569336
	Iteration 60F: 3 clusters Score -8020848 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -8020877.000000 Penalty: 3599.569336
	Iteration 61Q: 3 clusters Score -8020877 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -8020932.000000 Penalty: 3599.569336
	Iteration 62Q: 3 clusters Score -8020932 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -8021011.500000 Penalty: 3599.569336
	Iteration 63Q: 3 clusters Score -8021012 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8021112 nChanged 337
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Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8021190 nChanged 353
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Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8021256 nChanged 356
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Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8021315 nChanged 359
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Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8021415 nChanged 342
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Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8021514 nChanged 363
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Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8022066 nChanged 249
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Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8022120 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -8022203.000000 Penalty: 3599.569336
	Iteration 80F: 3 clusters Score -8022203 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8022276 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8022328 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8022369 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8022455 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8022496 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8022506.000000 Penalty: 3599.569336
	Iteration 86Q: 3 clusters Score -8022506 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8022572 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8022620.500000 Penalty: 3599.569336
	Iteration 88Q: 3 clusters Score -8022620 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8022663 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8022698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8022713.500000 Penalty: 3599.569336
	Iteration 91Q: 3 clusters Score -8022714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8022720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8022737 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8022745.000000 Penalty: 3599.569336
	Iteration 94Q: 3 clusters Score -8022745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8022760.500000 Penalty: 3599.569336
	Iteration 95Q: 3 clusters Score -8022760 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8022778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8022800 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8022807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8022836.500000 Penalty: 3599.569336
	Iteration 99Q: 3 clusters Score -8022836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8022857.500000 Penalty: 3599.569336
	Iteration 100F: 3 clusters Score -8022858 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8022868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8022874.000000 Penalty: 3599.569336
	Iteration 102Q: 3 clusters Score -8022874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8022870.500000 Penalty: 3599.569336
	Iteration 103Q: 3 clusters Score -8022870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8022880.500000 Penalty: 3599.569336
	Iteration 104Q: 3 clusters Score -8022880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8022882.000000 Penalty: 3599.569336
	Iteration 105Q: 3 clusters Score -8022882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8022890.500000 Penalty: 3599.569336
	Iteration 106Q: 3 clusters Score -8022890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8022891.000000 Penalty: 3599.569336
	Iteration 107Q: 3 clusters Score -8022891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8022892.000000 Penalty: 3599.569336
	Iteration 108Q: 3 clusters Score -8022892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8022892.000000 Penalty: 3599.569336
	Iteration 109Q: 3 clusters Score -8022892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8022895.500000 Penalty: 3599.569336
	Iteration 110Q: 3 clusters Score -8022896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8022902.500000 Penalty: 3599.569336
	Iteration 111Q: 3 clusters Score -8022902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8022903.500000 Penalty: 3599.569336
	Iteration 112Q: 3 clusters Score -8022904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8022902.000000 Penalty: 3599.569336
	Iteration 113Q: 3 clusters Score -8022902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8022911.000000 Penalty: 3599.569336
	Iteration 114Q: 3 clusters Score -8022911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8022904.500000 Penalty: 3599.569336
	Iteration 115Q: 3 clusters Score -8022904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8022903.500000 Penalty: 3599.569336
	Iteration 116Q: 3 clusters Score -8022904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8022913.500000 Penalty: 3599.569336
	Iteration 117Q: 3 clusters Score -8022914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8022914.500000 Penalty: 3599.569336
	Iteration 118Q: 3 clusters Score -8022914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8022919.000000 Penalty: 3599.569336
	Iteration 119Q: 3 clusters Score -8022919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8022917.000000 Penalty: 3599.569336
	Iteration 120F: 3 clusters Score -8022917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8022923.000000 Penalty: 3599.569336
	Iteration 121Q: 3 clusters Score -8022923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8022915.500000 Penalty: 3599.569336
	Iteration 122Q: 3 clusters Score -8022916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8022916.500000 Penalty: 3599.569336
	Iteration 123Q: 3 clusters Score -8022916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8022915.000000 Penalty: 3599.569336
	Iteration 124Q: 3 clusters Score -8022915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8022909.000000 Penalty: 3599.569336
	Iteration 125Q: 3 clusters Score -8022909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8022907.000000 Penalty: 3599.569336
	Iteration 126Q: 3 clusters Score -8022907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8022906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8022906.500000 Penalty: 3599.569336
	Iteration 128Q: 3 clusters Score -8022906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8022907.500000 Penalty: 3599.569336
	Iteration 129Q: 3 clusters Score -8022908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8022904.000000 Penalty: 3599.569336
	Iteration 130Q: 3 clusters Score -8022904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8022906.500000 Penalty: 3599.569336
	Iteration 131Q: 3 clusters Score -8022906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8022904.500000 Penalty: 3599.569336
	Iteration 132Q: 3 clusters Score -8022904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8022904.500000 Penalty: 3599.569336
	Iteration 133Q: 3 clusters Score -8022904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8022907.500000 Penalty: 3599.569336
	Iteration 134Q: 3 clusters Score -8022908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8022907.500000 Penalty: 3599.569336
	Iteration 135Q: 3 clusters Score -8022908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8022908.000000 Penalty: 3599.569336
	Iteration 136Q: 3 clusters Score -8022908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8022903.500000 Penalty: 3599.569336
	Iteration 137Q: 3 clusters Score -8022904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8022904.000000 Penalty: 3599.569336
	Iteration 138Q: 3 clusters Score -8022904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8022895.500000 Penalty: 3599.569336
	Iteration 139Q: 3 clusters Score -8022896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8022906.500000 Penalty: 3599.569336
	Iteration 140F: 3 clusters Score -8022906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8022909.000000 Penalty: 3599.569336
	Iteration 141Q: 3 clusters Score -8022909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8022911.500000 Penalty: 3599.569336
	Iteration 142Q: 3 clusters Score -8022912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8022903.500000 Penalty: 3599.569336
	Iteration 143Q: 3 clusters Score -8022904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8022912.500000 Penalty: 3599.569336
	Iteration 144Q: 3 clusters Score -8022912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8022920.500000 Penalty: 3599.569336
	Iteration 145Q: 3 clusters Score -8022920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8022921.000000 Penalty: 3599.569336
	Iteration 146Q: 3 clusters Score -8022921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8022921.000000 Penalty: 3599.569336
	Iteration 147Q: 3 clusters Score -8022921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8022921.000000 Penalty: 3599.569336
	Iteration 148Q: 3 clusters Score -8022921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8022926.000000 Penalty: 3599.569336
	Iteration 149Q: 3 clusters Score -8022926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8022926.000000 Penalty: 3599.569336
	Iteration 150Q: 3 clusters Score -8022926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8022923.000000 Penalty: 3599.569336
	Iteration 151Q: 3 clusters Score -8022923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8022919.500000 Penalty: 3599.569336
	Iteration 152Q: 3 clusters Score -8022920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8022916.000000 Penalty: 3599.569336
	Iteration 153Q: 3 clusters Score -8022916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8022916.000000 Penalty: 3599.569336
	Iteration 154F: 3 clusters Score -8022916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84946 members 
Entering Unmasked Estep 
Score: -10537506.000000 Penalty: 1844.337891
	Iteration 0F: 2 clusters Score -1.053751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -10481489.000000 Penalty: 3688.675781
	Iteration 0F: 3 clusters Score -1.048149e+07 nChanged 40453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -10504773.000000 Penalty: 3688.675781
	Iteration 1F: 3 clusters Score -1.050477e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -10505381.000000 Penalty: 3688.675781
	Iteration 2Q: 3 clusters Score -1.050538e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -10506131.000000 Penalty: 3688.675781
	Iteration 3Q: 3 clusters Score -1.050613e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -10507146.000000 Penalty: 3688.675781
	Iteration 4Q: 3 clusters Score -1.050715e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -10508779.000000 Penalty: 3688.675781
	Iteration 5Q: 3 clusters Score -1.050878e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -10511549.000000 Penalty: 3688.675781
	Iteration 6F: 3 clusters Score -1.051155e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -10515931.000000 Penalty: 3688.675781
	Iteration 7F: 3 clusters Score -1.051593e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -10521225.000000 Penalty: 3688.675781
	Iteration 8F: 3 clusters Score -1.052122e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -10526225.000000 Penalty: 3688.675781
	Iteration 9F: 3 clusters Score -1.052622e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -10529143.000000 Penalty: 3688.675781
	Iteration 10Q: 3 clusters Score -1.052914e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -10530446.000000 Penalty: 3688.675781
	Iteration 11Q: 3 clusters Score -1.053045e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -10531089.000000 Penalty: 3688.675781
	Iteration 12Q: 3 clusters Score -1.053109e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -10531583.000000 Penalty: 3688.675781
	Iteration 13Q: 3 clusters Score -1.053158e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -10532060.000000 Penalty: 3688.675781
	Iteration 14Q: 3 clusters Score -1.053206e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -10532428.000000 Penalty: 3688.675781
	Iteration 15Q: 3 clusters Score -1.053243e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -10532707.000000 Penalty: 3688.675781
	Iteration 16Q: 3 clusters Score -1.053271e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -10533025.000000 Penalty: 3688.675781
	Iteration 17Q: 3 clusters Score -1.053302e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -10533236.000000 Penalty: 3688.675781
	Iteration 18Q: 3 clusters Score -1.053324e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 73524 members 
Entering Unmasked Estep 
Score: -10533447.000000 Penalty: 3688.675781
	Iteration 19Q: 3 clusters Score -1.053345e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -10533650.000000 Penalty: 3688.675781
	Iteration 20F: 3 clusters Score -1.053365e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -10533779.000000 Penalty: 3688.675781
	Iteration 21Q: 3 clusters Score -1.053378e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -10534014.000000 Penalty: 3688.675781
	Iteration 22Q: 3 clusters Score -1.053401e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -10534218.000000 Penalty: 3688.675781
	Iteration 23Q: 3 clusters Score -1.053422e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -10534419.000000 Penalty: 3688.675781
	Iteration 24Q: 3 clusters Score -1.053442e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -10534552.000000 Penalty: 3688.675781
	Iteration 25Q: 3 clusters Score -1.053455e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -10534709.000000 Penalty: 3688.675781
	Iteration 26Q: 3 clusters Score -1.053471e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 78109 members 
Entering Unmasked Estep 
Score: -10534797.000000 Penalty: 3688.675781
	Iteration 27Q: 3 clusters Score -1.05348e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -10534984.000000 Penalty: 3688.675781
	Iteration 28Q: 3 clusters Score -1.053498e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -10535111.000000 Penalty: 3688.675781
	Iteration 29Q: 3 clusters Score -1.053511e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -10535201.000000 Penalty: 3688.675781
	Iteration 30Q: 3 clusters Score -1.05352e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -10535284.000000 Penalty: 3688.675781
	Iteration 31Q: 3 clusters Score -1.053528e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -10535361.000000 Penalty: 3688.675781
	Iteration 32Q: 3 clusters Score -1.053536e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -10535452.000000 Penalty: 3688.675781
	Iteration 33Q: 3 clusters Score -1.053545e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -10535562.000000 Penalty: 3688.675781
	Iteration 34Q: 3 clusters Score -1.053556e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 81491 members 
Entering Unmasked Estep 
Score: -10535582.000000 Penalty: 3688.675781
	Iteration 35Q: 3 clusters Score -1.053558e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 81786 members 
Entering Unmasked Estep 
Score: -10535662.000000 Penalty: 3688.675781
	Iteration 36Q: 3 clusters Score -1.053566e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -10535709.000000 Penalty: 3688.675781
	Iteration 37Q: 3 clusters Score -1.053571e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 82262 members 
Entering Unmasked Estep 
Score: -10535760.000000 Penalty: 3688.675781
	Iteration 38Q: 3 clusters Score -1.053576e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -10535862.000000 Penalty: 3688.675781
	Iteration 39Q: 3 clusters Score -1.053586e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -10535900.000000 Penalty: 3688.675781
	Iteration 40F: 3 clusters Score -1.05359e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -10535928.000000 Penalty: 3688.675781
	Iteration 41Q: 3 clusters Score -1.053593e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -10535945.000000 Penalty: 3688.675781
	Iteration 42Q: 3 clusters Score -1.053594e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 83046 members 
Entering Unmasked Estep 
Score: -10535980.000000 Penalty: 3688.675781
	Iteration 43Q: 3 clusters Score -1.053598e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -10536004.000000 Penalty: 3688.675781
	Iteration 44Q: 3 clusters Score -1.0536e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -10536021.000000 Penalty: 3688.675781
	Iteration 45Q: 3 clusters Score -1.053602e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -10536055.000000 Penalty: 3688.675781
	Iteration 46Q: 3 clusters Score -1.053606e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -10536086.000000 Penalty: 3688.675781
	Iteration 47Q: 3 clusters Score -1.053609e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -10536082.000000 Penalty: 3688.675781
	Iteration 48Q: 3 clusters Score -1.053608e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -10536122.000000 Penalty: 3688.675781
	Iteration 49Q: 3 clusters Score -1.053612e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -10536111.000000 Penalty: 3688.675781
	Iteration 50Q: 3 clusters Score -1.053611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -10536115.000000 Penalty: 3688.675781
	Iteration 51Q: 3 clusters Score -1.053612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -10536132.000000 Penalty: 3688.675781
	Iteration 52Q: 3 clusters Score -1.053613e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -10536132.000000 Penalty: 3688.675781
	Iteration 53Q: 3 clusters Score -1.053613e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -10536132.000000 Penalty: 3688.675781
	Iteration 54Q: 3 clusters Score -1.053613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -10536141.000000 Penalty: 3688.675781
	Iteration 55Q: 3 clusters Score -1.053614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -10536148.000000 Penalty: 3688.675781
	Iteration 56Q: 3 clusters Score -1.053615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -10536160.000000 Penalty: 3688.675781
	Iteration 57Q: 3 clusters Score -1.053616e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -10536152.000000 Penalty: 3688.675781
	Iteration 58Q: 3 clusters Score -1.053615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 83919 members 
Entering Unmasked Estep 
Score: -10536142.000000 Penalty: 3688.675781
	Iteration 59Q: 3 clusters Score -1.053614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
Score: -10536145.000000 Penalty: 3688.675781
	Iteration 60F: 3 clusters Score -1.053614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -10536129.000000 Penalty: 3688.675781
	Iteration 61Q: 3 clusters Score -1.053613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -10536131.000000 Penalty: 3688.675781
	Iteration 62Q: 3 clusters Score -1.053613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -10536137.000000 Penalty: 3688.675781
	Iteration 63Q: 3 clusters Score -1.053614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 83975 members 
Entering Unmasked Estep 
Score: -10536142.000000 Penalty: 3688.675781
	Iteration 64Q: 3 clusters Score -1.053614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 83986 members 
Entering Unmasked Estep 
Score: -10536142.000000 Penalty: 3688.675781
	Iteration 65Q: 3 clusters Score -1.053614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -10536134.000000 Penalty: 3688.675781
	Iteration 66Q: 3 clusters Score -1.053613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -10536141.000000 Penalty: 3688.675781
	Iteration 67Q: 3 clusters Score -1.053614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -10536144.000000 Penalty: 3688.675781
	Iteration 68Q: 3 clusters Score -1.053614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -10536146.000000 Penalty: 3688.675781
	Iteration 69Q: 3 clusters Score -1.053615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -10536149.000000 Penalty: 3688.675781
	Iteration 70Q: 3 clusters Score -1.053615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -10536149.000000 Penalty: 3688.675781
	Iteration 71Q: 3 clusters Score -1.053615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -10536144.000000 Penalty: 3688.675781
	Iteration 72Q: 3 clusters Score -1.053614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -10536151.000000 Penalty: 3688.675781
	Iteration 73Q: 3 clusters Score -1.053615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -10536153.000000 Penalty: 3688.675781
	Iteration 74Q: 3 clusters Score -1.053615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 84085 members 
Entering Unmasked Estep 
Score: -10536148.000000 Penalty: 3688.675781
	Iteration 75Q: 3 clusters Score -1.053615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -10536164.000000 Penalty: 3688.675781
	Iteration 76Q: 3 clusters Score -1.053616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -10536169.000000 Penalty: 3688.675781
	Iteration 77Q: 3 clusters Score -1.053617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -10536176.000000 Penalty: 3688.675781
	Iteration 78Q: 3 clusters Score -1.053618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -10536176.000000 Penalty: 3688.675781
	Iteration 79Q: 3 clusters Score -1.053618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -10536168.000000 Penalty: 3688.675781
	Iteration 80F: 3 clusters Score -1.053617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -10536168.000000 Penalty: 3688.675781
	Iteration 81Q: 3 clusters Score -1.053617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -10536168.000000 Penalty: 3688.675781
	Iteration 82F: 3 clusters Score -1.053617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Entering Unmasked Estep 
Score: -1160267.375000 Penalty: 1491.479126
	Iteration 0F: 2 clusters Score -1160267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1153357.250000 Penalty: 2982.958252
	Iteration 0F: 3 clusters Score -1153357 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1155534.625000 Penalty: 2982.958252
	Iteration 1F: 3 clusters Score -1155535 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1155740.375000 Penalty: 2982.958252
	Iteration 2F: 3 clusters Score -1155740 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1155923.625000 Penalty: 2982.958252
	Iteration 3Q: 3 clusters Score -1155924 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1156074.500000 Penalty: 2982.958252
	Iteration 4Q: 3 clusters Score -1156074 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1156228.750000 Penalty: 2982.958252
	Iteration 5Q: 3 clusters Score -1156229 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1156428.500000 Penalty: 2982.958252
	Iteration 6Q: 3 clusters Score -1156428 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1156661.750000 Penalty: 2982.958252
	Iteration 7Q: 3 clusters Score -1156662 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1156947.500000 Penalty: 2982.958252
	Iteration 8Q: 3 clusters Score -1156948 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1157297.125000 Penalty: 2982.958252
	Iteration 9Q: 3 clusters Score -1157297 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1157648.625000 Penalty: 2982.958252
	Iteration 10Q: 3 clusters Score -1157649 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1157963.375000 Penalty: 2982.958252
	Iteration 11Q: 3 clusters Score -1157963 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1158237.000000 Penalty: 2982.958252
	Iteration 12Q: 3 clusters Score -1158237 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1158462.125000 Penalty: 2982.958252
	Iteration 13Q: 3 clusters Score -1158462 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1158639.500000 Penalty: 2982.958252
	Iteration 14Q: 3 clusters Score -1158640 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1158750.250000 Penalty: 2982.958252
	Iteration 15Q: 3 clusters Score -1158750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1158822.500000 Penalty: 2982.958252
	Iteration 16Q: 3 clusters Score -1158822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1158870.125000 Penalty: 2982.958252
	Iteration 17Q: 3 clusters Score -1158870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1158901.125000 Penalty: 2982.958252
	Iteration 18Q: 3 clusters Score -1158901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1158919.875000 Penalty: 2982.958252
	Iteration 19Q: 3 clusters Score -1158920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1158932.625000 Penalty: 2982.958252
	Iteration 20F: 3 clusters Score -1158933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1158948.125000 Penalty: 2982.958252
	Iteration 21Q: 3 clusters Score -1158948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1158958.875000 Penalty: 2982.958252
	Iteration 22Q: 3 clusters Score -1158959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1158963.875000 Penalty: 2982.958252
	Iteration 23Q: 3 clusters Score -1158964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1158966.125000 Penalty: 2982.958252
	Iteration 24Q: 3 clusters Score -1158966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1158969.000000 Penalty: 2982.958252
	Iteration 25Q: 3 clusters Score -1158969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1158970.125000 Penalty: 2982.958252
	Iteration 26Q: 3 clusters Score -1158970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1158970.875000 Penalty: 2982.958252
	Iteration 27Q: 3 clusters Score -1158971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1158970.875000 Penalty: 2982.958252
	Iteration 28F: 3 clusters Score -1158971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14832.140625 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -14832.14 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 137 members 
Entering Unmasked Estep 
Score: -14138.550781 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14138.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14413.778320 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14413.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14566.010742 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14566.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14699.274414 Penalty: 1808.469116
	Iteration 3F: 3 clusters Score -14699.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14806.472656 Penalty: 1808.469116
	Iteration 4F: 3 clusters Score -14806.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14851.760742 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -14851.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14903.120117 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -14903.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14920.858398 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -14920.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14958.365234 Penalty: 1808.469116
	Iteration 8Q: 3 clusters Score -14958.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14968.884766 Penalty: 1808.469116
	Iteration 9Q: 3 clusters Score -14968.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14977.631836 Penalty: 1808.469116
	Iteration 10Q: 3 clusters Score -14977.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14980.822266 Penalty: 1808.469116
	Iteration 11Q: 3 clusters Score -14980.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14981.269531 Penalty: 1808.469116
	Iteration 12F: 3 clusters Score -14981.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14991.960938 Penalty: 1808.469116
	Iteration 13Q: 3 clusters Score -14991.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15008.601562 Penalty: 1808.469116
	Iteration 14Q: 3 clusters Score -15008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15016.457031 Penalty: 1808.469116
	Iteration 15Q: 3 clusters Score -15016.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15026.408203 Penalty: 1808.469116
	Iteration 16Q: 3 clusters Score -15026.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15039.428711 Penalty: 1808.469116
	Iteration 17Q: 3 clusters Score -15039.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15054.905273 Penalty: 1808.469116
	Iteration 18Q: 3 clusters Score -15054.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15054.905273 Penalty: 1808.469116
	Iteration 19F: 3 clusters Score -15054.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14211 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88150 members 
Mstep: Class 5 contains 27676 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 3797 members 
Mstep: Class 8 contains 64576 members 
Mstep: Class 9 contains 84946 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 106 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 34337 members 
Mstep: Class 14 contains 16465 members 
Mstep: Class 15 contains 92545 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 12196 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53391 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 88350 members 
Mstep: Class 23 contains 81162 members 
Mstep: Class 24 contains 2069 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 67402 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9737 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 52216 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
Score: -102242784.000000 Penalty: 77592.265625
Splitting cluster 11 changes total score from -102243856.000000 to -102242784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Entering Unmasked Estep 
Score: -1081042.375000 Penalty: 1479.197754
	Iteration 0F: 2 clusters Score -1081042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1074545.625000 Penalty: 2958.395508
	Iteration 0F: 3 clusters Score -1074546 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1077008.750000 Penalty: 2958.395508
	Iteration 1F: 3 clusters Score -1077009 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1077693.375000 Penalty: 2958.395508
	Iteration 2F: 3 clusters Score -1077693 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1078303.500000 Penalty: 2958.395508
	Iteration 3F: 3 clusters Score -1078304 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1078817.375000 Penalty: 2958.395508
	Iteration 4F: 3 clusters Score -1078817 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1079227.000000 Penalty: 2958.395508
	Iteration 5F: 3 clusters Score -1079227 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1079494.000000 Penalty: 2958.395508
	Iteration 6Q: 3 clusters Score -1079494 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1079663.500000 Penalty: 2958.395508
	Iteration 7Q: 3 clusters Score -1079664 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1079748.750000 Penalty: 2958.395508
	Iteration 8Q: 3 clusters Score -1079749 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1079798.125000 Penalty: 2958.395508
	Iteration 9Q: 3 clusters Score -1079798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1079828.875000 Penalty: 2958.395508
	Iteration 10Q: 3 clusters Score -1079829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1079847.125000 Penalty: 2958.395508
	Iteration 11Q: 3 clusters Score -1079847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1079864.375000 Penalty: 2958.395508
	Iteration 12Q: 3 clusters Score -1079864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1079887.625000 Penalty: 2958.395508
	Iteration 13Q: 3 clusters Score -1079888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1079910.375000 Penalty: 2958.395508
	Iteration 14Q: 3 clusters Score -1079910 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1079939.125000 Penalty: 2958.395508
	Iteration 15Q: 3 clusters Score -1079939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1079962.625000 Penalty: 2958.395508
	Iteration 16Q: 3 clusters Score -1079963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1079981.875000 Penalty: 2958.395508
	Iteration 17Q: 3 clusters Score -1079982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1079997.125000 Penalty: 2958.395508
	Iteration 18Q: 3 clusters Score -1079997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1080010.500000 Penalty: 2958.395508
	Iteration 19Q: 3 clusters Score -1080010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1080028.375000 Penalty: 2958.395508
	Iteration 20F: 3 clusters Score -1080028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1080053.250000 Penalty: 2958.395508
	Iteration 21Q: 3 clusters Score -1080053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1080069.125000 Penalty: 2958.395508
	Iteration 22Q: 3 clusters Score -1080069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1080080.375000 Penalty: 2958.395508
	Iteration 23Q: 3 clusters Score -1080080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1080092.875000 Penalty: 2958.395508
	Iteration 24Q: 3 clusters Score -1080093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1080103.000000 Penalty: 2958.395508
	Iteration 25Q: 3 clusters Score -1080103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1080107.000000 Penalty: 2958.395508
	Iteration 26Q: 3 clusters Score -1080107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1080114.500000 Penalty: 2958.395508
	Iteration 27Q: 3 clusters Score -1080114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1080119.750000 Penalty: 2958.395508
	Iteration 28Q: 3 clusters Score -1080120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1080121.625000 Penalty: 2958.395508
	Iteration 29Q: 3 clusters Score -1080122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1080123.500000 Penalty: 2958.395508
	Iteration 30Q: 3 clusters Score -1080124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1080124.500000 Penalty: 2958.395508
	Iteration 31Q: 3 clusters Score -1080124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1080123.750000 Penalty: 2958.395508
	Iteration 32Q: 3 clusters Score -1080124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1080123.750000 Penalty: 2958.395508
	Iteration 33F: 3 clusters Score -1080124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Entering Unmasked Estep 
Score: -4239555.000000 Penalty: 1697.146484
	Iteration 0F: 2 clusters Score -4239555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4216671.000000 Penalty: 3394.292969
	Iteration 0F: 3 clusters Score -4216671 nChanged 15854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4225383.000000 Penalty: 3394.292969
	Iteration 1F: 3 clusters Score -4225383 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -4225787.500000 Penalty: 3394.292969
	Iteration 2Q: 3 clusters Score -4225788 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4226235.000000 Penalty: 3394.292969
	Iteration 3Q: 3 clusters Score -4226235 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4226710.500000 Penalty: 3394.292969
	Iteration 4Q: 3 clusters Score -4226710 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4227396.000000 Penalty: 3394.292969
	Iteration 5Q: 3 clusters Score -4227396 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4228320.000000 Penalty: 3394.292969
	Iteration 6F: 3 clusters Score -4228320 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -4229625.500000 Penalty: 3394.292969
	Iteration 7F: 3 clusters Score -4229626 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -4231202.000000 Penalty: 3394.292969
	Iteration 8F: 3 clusters Score -4231202 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -4232819.500000 Penalty: 3394.292969
	Iteration 9F: 3 clusters Score -4232820 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -4234173.000000 Penalty: 3394.292969
	Iteration 10F: 3 clusters Score -4234173 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -4235050.000000 Penalty: 3394.292969
	Iteration 11Q: 3 clusters Score -4235050 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -4235609.500000 Penalty: 3394.292969
	Iteration 12Q: 3 clusters Score -4235610 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -4235991.000000 Penalty: 3394.292969
	Iteration 13Q: 3 clusters Score -4235991 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -4236322.000000 Penalty: 3394.292969
	Iteration 14Q: 3 clusters Score -4236322 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -4236585.500000 Penalty: 3394.292969
	Iteration 15Q: 3 clusters Score -4236586 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4236867.500000 Penalty: 3394.292969
	Iteration 16Q: 3 clusters Score -4236868 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -4237075.500000 Penalty: 3394.292969
	Iteration 17Q: 3 clusters Score -4237076 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4237243.500000 Penalty: 3394.292969
	Iteration 18Q: 3 clusters Score -4237244 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -4237383.500000 Penalty: 3394.292969
	Iteration 19Q: 3 clusters Score -4237384 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -4237479.500000 Penalty: 3394.292969
	Iteration 20F: 3 clusters Score -4237480 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4237564.000000 Penalty: 3394.292969
	Iteration 21Q: 3 clusters Score -4237564 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4237659.500000 Penalty: 3394.292969
	Iteration 22Q: 3 clusters Score -4237660 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -4237712.500000 Penalty: 3394.292969
	Iteration 23Q: 3 clusters Score -4237712 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4237739.000000 Penalty: 3394.292969
	Iteration 24Q: 3 clusters Score -4237739 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4237766.000000 Penalty: 3394.292969
	Iteration 25Q: 3 clusters Score -4237766 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4237800.500000 Penalty: 3394.292969
	Iteration 26Q: 3 clusters Score -4237800 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -4237829.500000 Penalty: 3394.292969
	Iteration 27Q: 3 clusters Score -4237830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4237873.500000 Penalty: 3394.292969
	Iteration 28Q: 3 clusters Score -4237874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4237894.500000 Penalty: 3394.292969
	Iteration 29Q: 3 clusters Score -4237894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -4237918.000000 Penalty: 3394.292969
	Iteration 30Q: 3 clusters Score -4237918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -4237936.000000 Penalty: 3394.292969
	Iteration 31Q: 3 clusters Score -4237936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -4237957.000000 Penalty: 3394.292969
	Iteration 32Q: 3 clusters Score -4237957 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -4237969.000000 Penalty: 3394.292969
	Iteration 33Q: 3 clusters Score -4237969 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4237984.000000 Penalty: 3394.292969
	Iteration 34Q: 3 clusters Score -4237984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4238010.000000 Penalty: 3394.292969
	Iteration 35Q: 3 clusters Score -4238010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -4238014.000000 Penalty: 3394.292969
	Iteration 36Q: 3 clusters Score -4238014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -4238025.000000 Penalty: 3394.292969
	Iteration 37Q: 3 clusters Score -4238025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4238025.000000 Penalty: 3394.292969
	Iteration 38Q: 3 clusters Score -4238025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4238025.500000 Penalty: 3394.292969
	Iteration 39Q: 3 clusters Score -4238026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -4238028.500000 Penalty: 3394.292969
	Iteration 40F: 3 clusters Score -4238028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4238040.500000 Penalty: 3394.292969
	Iteration 41Q: 3 clusters Score -4238040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -4238045.500000 Penalty: 3394.292969
	Iteration 42Q: 3 clusters Score -4238046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4238050.000000 Penalty: 3394.292969
	Iteration 43Q: 3 clusters Score -4238050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4238060.000000 Penalty: 3394.292969
	Iteration 44Q: 3 clusters Score -4238060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -4238067.500000 Penalty: 3394.292969
	Iteration 45Q: 3 clusters Score -4238068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4238072.000000 Penalty: 3394.292969
	Iteration 46Q: 3 clusters Score -4238072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4238067.000000 Penalty: 3394.292969
	Iteration 47Q: 3 clusters Score -4238067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -4238072.000000 Penalty: 3394.292969
	Iteration 48Q: 3 clusters Score -4238072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4238075.000000 Penalty: 3394.292969
	Iteration 49Q: 3 clusters Score -4238075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -4238083.000000 Penalty: 3394.292969
	Iteration 50Q: 3 clusters Score -4238083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4238088.500000 Penalty: 3394.292969
	Iteration 51Q: 3 clusters Score -4238088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -4238102.500000 Penalty: 3394.292969
	Iteration 52Q: 3 clusters Score -4238102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4238105.500000 Penalty: 3394.292969
	Iteration 53Q: 3 clusters Score -4238106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -4238105.500000 Penalty: 3394.292969
	Iteration 54Q: 3 clusters Score -4238106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4238108.000000 Penalty: 3394.292969
	Iteration 55Q: 3 clusters Score -4238108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -4238111.000000 Penalty: 3394.292969
	Iteration 56Q: 3 clusters Score -4238111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4238111.000000 Penalty: 3394.292969
	Iteration 57Q: 3 clusters Score -4238111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -4238112.500000 Penalty: 3394.292969
	Iteration 58Q: 3 clusters Score -4238112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4238125.000000 Penalty: 3394.292969
	Iteration 59Q: 3 clusters Score -4238125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4238124.500000 Penalty: 3394.292969
	Iteration 60F: 3 clusters Score -4238124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -4238131.000000 Penalty: 3394.292969
	Iteration 61Q: 3 clusters Score -4238131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -4238126.000000 Penalty: 3394.292969
	Iteration 62Q: 3 clusters Score -4238126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -4238131.000000 Penalty: 3394.292969
	Iteration 63Q: 3 clusters Score -4238131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4238137.000000 Penalty: 3394.292969
	Iteration 64Q: 3 clusters Score -4238137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4238145.500000 Penalty: 3394.292969
	Iteration 65Q: 3 clusters Score -4238146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4238150.000000 Penalty: 3394.292969
	Iteration 66Q: 3 clusters Score -4238150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -4238150.000000 Penalty: 3394.292969
	Iteration 67Q: 3 clusters Score -4238150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4238149.000000 Penalty: 3394.292969
	Iteration 68Q: 3 clusters Score -4238149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -4238160.500000 Penalty: 3394.292969
	Iteration 69Q: 3 clusters Score -4238160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4238163.000000 Penalty: 3394.292969
	Iteration 70Q: 3 clusters Score -4238163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -4238156.500000 Penalty: 3394.292969
	Iteration 71Q: 3 clusters Score -4238156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -4238159.500000 Penalty: 3394.292969
	Iteration 72Q: 3 clusters Score -4238160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4238162.000000 Penalty: 3394.292969
	Iteration 73Q: 3 clusters Score -4238162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4238162.500000 Penalty: 3394.292969
	Iteration 74Q: 3 clusters Score -4238162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4238161.500000 Penalty: 3394.292969
	Iteration 75Q: 3 clusters Score -4238162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -4238165.000000 Penalty: 3394.292969
	Iteration 76Q: 3 clusters Score -4238165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -4238164.500000 Penalty: 3394.292969
	Iteration 77Q: 3 clusters Score -4238164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4238159.500000 Penalty: 3394.292969
	Iteration 78Q: 3 clusters Score -4238160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4238159.500000 Penalty: 3394.292969
	Iteration 79F: 3 clusters Score -4238160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Entering Unmasked Estep 
Score: -2004078.625000 Penalty: 1577.711182
	Iteration 0F: 2 clusters Score -2004079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1992808.500000 Penalty: 3155.422363
	Iteration 0F: 3 clusters Score -1992808 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1996714.250000 Penalty: 3155.422363
	Iteration 1F: 3 clusters Score -1996714 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1997039.000000 Penalty: 3155.422363
	Iteration 2F: 3 clusters Score -1997039 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1997381.250000 Penalty: 3155.422363
	Iteration 3Q: 3 clusters Score -1997381 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1997785.875000 Penalty: 3155.422363
	Iteration 4Q: 3 clusters Score -1997786 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1998299.500000 Penalty: 3155.422363
	Iteration 5F: 3 clusters Score -1998300 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1999045.750000 Penalty: 3155.422363
	Iteration 6F: 3 clusters Score -1999046 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1999996.375000 Penalty: 3155.422363
	Iteration 7F: 3 clusters Score -1999996 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2000991.375000 Penalty: 3155.422363
	Iteration 8F: 3 clusters Score -2000991 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2001809.000000 Penalty: 3155.422363
	Iteration 9F: 3 clusters Score -2001809 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2002281.000000 Penalty: 3155.422363
	Iteration 10Q: 3 clusters Score -2002281 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2002481.125000 Penalty: 3155.422363
	Iteration 11Q: 3 clusters Score -2002481 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2002592.625000 Penalty: 3155.422363
	Iteration 12Q: 3 clusters Score -2002593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2002639.500000 Penalty: 3155.422363
	Iteration 13Q: 3 clusters Score -2002640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2002661.000000 Penalty: 3155.422363
	Iteration 14Q: 3 clusters Score -2002661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2002689.750000 Penalty: 3155.422363
	Iteration 15Q: 3 clusters Score -2002690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2002715.125000 Penalty: 3155.422363
	Iteration 16Q: 3 clusters Score -2002715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2002734.375000 Penalty: 3155.422363
	Iteration 17Q: 3 clusters Score -2002734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2002745.000000 Penalty: 3155.422363
	Iteration 18Q: 3 clusters Score -2002745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2002752.500000 Penalty: 3155.422363
	Iteration 19Q: 3 clusters Score -2002752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2002752.500000 Penalty: 3155.422363
	Iteration 20F: 3 clusters Score -2002752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (92545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92545 members 
Entering Unmasked Estep 
Score: -11613657.000000 Penalty: 1858.260742
	Iteration 0F: 2 clusters Score -1.161366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -11554210.000000 Penalty: 3716.521484
	Iteration 0F: 3 clusters Score -1.155421e+07 nChanged 44370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -11580379.000000 Penalty: 3716.521484
	Iteration 1F: 3 clusters Score -1.158038e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -11581521.000000 Penalty: 3716.521484
	Iteration 2Q: 3 clusters Score -1.158152e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -11583476.000000 Penalty: 3716.521484
	Iteration 3F: 3 clusters Score -1.158348e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -11586711.000000 Penalty: 3716.521484
	Iteration 4F: 3 clusters Score -1.158671e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -11591741.000000 Penalty: 3716.521484
	Iteration 5F: 3 clusters Score -1.159174e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -11597890.000000 Penalty: 3716.521484
	Iteration 6F: 3 clusters Score -1.159789e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -11605685.000000 Penalty: 3716.521484
	Iteration 7F: 3 clusters Score -1.160568e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88519 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -11609892.000000 Penalty: 3716.521484
	Iteration 8Q: 3 clusters Score -1.160989e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -11611335.000000 Penalty: 3716.521484
	Iteration 9Q: 3 clusters Score -1.161134e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11611822.000000 Penalty: 3716.521484
	Iteration 10Q: 3 clusters Score -1.161182e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11612058.000000 Penalty: 3716.521484
	Iteration 11Q: 3 clusters Score -1.161206e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91643 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11612157.000000 Penalty: 3716.521484
	Iteration 12Q: 3 clusters Score -1.161216e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11612206.000000 Penalty: 3716.521484
	Iteration 13Q: 3 clusters Score -1.161221e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11612232.000000 Penalty: 3716.521484
	Iteration 14Q: 3 clusters Score -1.161223e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11612233.000000 Penalty: 3716.521484
	Iteration 15Q: 3 clusters Score -1.161223e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11612249.000000 Penalty: 3716.521484
	Iteration 16Q: 3 clusters Score -1.161225e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91867 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11612270.000000 Penalty: 3716.521484
	Iteration 17Q: 3 clusters Score -1.161227e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91880 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11612286.000000 Penalty: 3716.521484
	Iteration 18Q: 3 clusters Score -1.161229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91889 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11612265.000000 Penalty: 3716.521484
	Iteration 19Q: 3 clusters Score -1.161226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11612267.000000 Penalty: 3716.521484
	Iteration 20F: 3 clusters Score -1.161227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91894 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11612283.000000 Penalty: 3716.521484
	Iteration 21Q: 3 clusters Score -1.161228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -11612280.000000 Penalty: 3716.521484
	Iteration 22Q: 3 clusters Score -1.161228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91902 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11612284.000000 Penalty: 3716.521484
	Iteration 23Q: 3 clusters Score -1.161228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11612281.000000 Penalty: 3716.521484
	Iteration 24Q: 3 clusters Score -1.161228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91910 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11612291.000000 Penalty: 3716.521484
	Iteration 25Q: 3 clusters Score -1.161229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11612287.000000 Penalty: 3716.521484
	Iteration 26Q: 3 clusters Score -1.161229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11612286.000000 Penalty: 3716.521484
	Iteration 27Q: 3 clusters Score -1.161229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11612286.000000 Penalty: 3716.521484
	Iteration 28Q: 3 clusters Score -1.161229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11612292.000000 Penalty: 3716.521484
	Iteration 29Q: 3 clusters Score -1.161229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11612297.000000 Penalty: 3716.521484
	Iteration 30Q: 3 clusters Score -1.16123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11612297.000000 Penalty: 3716.521484
	Iteration 31F: 3 clusters Score -1.16123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -160677.640625 Penalty: 1182.215454
	Iteration 0F: 2 clusters Score -160677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158954.406250 Penalty: 2364.430908
	Iteration 0F: 3 clusters Score -158954.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -159320.421875 Penalty: 2364.430908
	Iteration 1F: 3 clusters Score -159320.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -159423.156250 Penalty: 2364.430908
	Iteration 2F: 3 clusters Score -159423.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -159467.015625 Penalty: 2364.430908
	Iteration 3Q: 3 clusters Score -159467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -159503.734375 Penalty: 2364.430908
	Iteration 4Q: 3 clusters Score -159503.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -159532.375000 Penalty: 2364.430908
	Iteration 5Q: 3 clusters Score -159532.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159550.250000 Penalty: 2364.430908
	Iteration 6Q: 3 clusters Score -159550.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -159561.484375 Penalty: 2364.430908
	Iteration 7Q: 3 clusters Score -159561.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -159569.765625 Penalty: 2364.430908
	Iteration 8Q: 3 clusters Score -159569.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -159577.515625 Penalty: 2364.430908
	Iteration 9Q: 3 clusters Score -159577.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -159584.890625 Penalty: 2364.430908
	Iteration 10Q: 3 clusters Score -159584.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -159597.109375 Penalty: 2364.430908
	Iteration 11Q: 3 clusters Score -159597.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -159611.875000 Penalty: 2364.430908
	Iteration 12Q: 3 clusters Score -159611.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -159622.500000 Penalty: 2364.430908
	Iteration 13Q: 3 clusters Score -159622.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159628.718750 Penalty: 2364.430908
	Iteration 14Q: 3 clusters Score -159628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -159633.625000 Penalty: 2364.430908
	Iteration 15Q: 3 clusters Score -159633.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -159642.671875 Penalty: 2364.430908
	Iteration 16Q: 3 clusters Score -159642.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -159653.171875 Penalty: 2364.430908
	Iteration 17Q: 3 clusters Score -159653.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -159658.578125 Penalty: 2364.430908
	Iteration 18Q: 3 clusters Score -159658.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -159662.703125 Penalty: 2364.430908
	Iteration 19Q: 3 clusters Score -159662.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -159665.500000 Penalty: 2364.430908
	Iteration 20F: 3 clusters Score -159665.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -159669.703125 Penalty: 2364.430908
	Iteration 21Q: 3 clusters Score -159669.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -159673.171875 Penalty: 2364.430908
	Iteration 22Q: 3 clusters Score -159673.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -159678.375000 Penalty: 2364.430908
	Iteration 23Q: 3 clusters Score -159678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159685.500000 Penalty: 2364.430908
	Iteration 24Q: 3 clusters Score -159685.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -159688.593750 Penalty: 2364.430908
	Iteration 25Q: 3 clusters Score -159688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -159690.000000 Penalty: 2364.430908
	Iteration 26Q: 3 clusters Score -159690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -159691.718750 Penalty: 2364.430908
	Iteration 27Q: 3 clusters Score -159691.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159693.125000 Penalty: 2364.430908
	Iteration 28Q: 3 clusters Score -159693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -159695.984375 Penalty: 2364.430908
	Iteration 29Q: 3 clusters Score -159696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -159698.343750 Penalty: 2364.430908
	Iteration 30Q: 3 clusters Score -159698.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -159703.296875 Penalty: 2364.430908
	Iteration 31Q: 3 clusters Score -159703.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -159708.828125 Penalty: 2364.430908
	Iteration 32Q: 3 clusters Score -159708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -159712.781250 Penalty: 2364.430908
	Iteration 33Q: 3 clusters Score -159712.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -159721.609375 Penalty: 2364.430908
	Iteration 34Q: 3 clusters Score -159721.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -159742.718750 Penalty: 2364.430908
	Iteration 35Q: 3 clusters Score -159742.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -159763.250000 Penalty: 2364.430908
	Iteration 36Q: 3 clusters Score -159763.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -159788.500000 Penalty: 2364.430908
	Iteration 37Q: 3 clusters Score -159788.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -159828.453125 Penalty: 2364.430908
	Iteration 38Q: 3 clusters Score -159828.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -159870.546875 Penalty: 2364.430908
	Iteration 39Q: 3 clusters Score -159870.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -159924.078125 Penalty: 2364.430908
	Iteration 40F: 3 clusters Score -159924.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -159992.718750 Penalty: 2364.430908
	Iteration 41Q: 3 clusters Score -159992.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -160063.859375 Penalty: 2364.430908
	Iteration 42Q: 3 clusters Score -160063.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -160113.062500 Penalty: 2364.430908
	Iteration 43Q: 3 clusters Score -160113.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -160151.750000 Penalty: 2364.430908
	Iteration 44Q: 3 clusters Score -160151.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -160183.359375 Penalty: 2364.430908
	Iteration 45Q: 3 clusters Score -160183.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -160198.859375 Penalty: 2364.430908
	Iteration 46Q: 3 clusters Score -160198.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -160211.515625 Penalty: 2364.430908
	Iteration 47Q: 3 clusters Score -160211.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -160226.140625 Penalty: 2364.430908
	Iteration 48Q: 3 clusters Score -160226.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -160232.531250 Penalty: 2364.430908
	Iteration 49Q: 3 clusters Score -160232.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -160238.656250 Penalty: 2364.430908
	Iteration 50Q: 3 clusters Score -160238.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -160246.734375 Penalty: 2364.430908
	Iteration 51Q: 3 clusters Score -160246.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -160255.312500 Penalty: 2364.430908
	Iteration 52Q: 3 clusters Score -160255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -160256.890625 Penalty: 2364.430908
	Iteration 53Q: 3 clusters Score -160256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -160258.421875 Penalty: 2364.430908
	Iteration 54Q: 3 clusters Score -160258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -160262.015625 Penalty: 2364.430908
	Iteration 55Q: 3 clusters Score -160262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -160265.250000 Penalty: 2364.430908
	Iteration 56Q: 3 clusters Score -160265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -160266.640625 Penalty: 2364.430908
	Iteration 57Q: 3 clusters Score -160266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -160267.781250 Penalty: 2364.430908
	Iteration 58Q: 3 clusters Score -160267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -160268.828125 Penalty: 2364.430908
	Iteration 59Q: 3 clusters Score -160268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -160272.609375 Penalty: 2364.430908
	Iteration 60F: 3 clusters Score -160272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -160285.000000 Penalty: 2364.430908
	Iteration 61Q: 3 clusters Score -160285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -160285.656250 Penalty: 2364.430908
	Iteration 62Q: 3 clusters Score -160285.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -160285.656250 Penalty: 2364.430908
	Iteration 63F: 3 clusters Score -160285.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Entering Unmasked Estep 
Score: -1481473.000000 Penalty: 1528.940308
	Iteration 0F: 2 clusters Score -1481473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1472878.000000 Penalty: 3057.880615
	Iteration 0F: 3 clusters Score -1472878 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1475735.875000 Penalty: 3057.880615
	Iteration 1F: 3 clusters Score -1475736 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1475988.750000 Penalty: 3057.880615
	Iteration 2F: 3 clusters Score -1475989 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1476207.750000 Penalty: 3057.880615
	Iteration 3Q: 3 clusters Score -1476208 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1476361.625000 Penalty: 3057.880615
	Iteration 4Q: 3 clusters Score -1476362 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1476534.500000 Penalty: 3057.880615
	Iteration 5Q: 3 clusters Score -1476534 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1476722.750000 Penalty: 3057.880615
	Iteration 6Q: 3 clusters Score -1476723 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1476929.500000 Penalty: 3057.880615
	Iteration 7Q: 3 clusters Score -1476930 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1477161.875000 Penalty: 3057.880615
	Iteration 8Q: 3 clusters Score -1477162 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1477431.375000 Penalty: 3057.880615
	Iteration 9Q: 3 clusters Score -1477431 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1477760.125000 Penalty: 3057.880615
	Iteration 10Q: 3 clusters Score -1477760 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1478142.750000 Penalty: 3057.880615
	Iteration 11Q: 3 clusters Score -1478143 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1478542.000000 Penalty: 3057.880615
	Iteration 12Q: 3 clusters Score -1478542 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1478903.625000 Penalty: 3057.880615
	Iteration 13Q: 3 clusters Score -1478904 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1479182.125000 Penalty: 3057.880615
	Iteration 14Q: 3 clusters Score -1479182 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1479349.375000 Penalty: 3057.880615
	Iteration 15Q: 3 clusters Score -1479349 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1479458.375000 Penalty: 3057.880615
	Iteration 16Q: 3 clusters Score -1479458 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1479541.625000 Penalty: 3057.880615
	Iteration 17Q: 3 clusters Score -1479542 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1479590.750000 Penalty: 3057.880615
	Iteration 18Q: 3 clusters Score -1479591 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1479627.875000 Penalty: 3057.880615
	Iteration 19Q: 3 clusters Score -1479628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1479666.125000 Penalty: 3057.880615
	Iteration 20F: 3 clusters Score -1479666 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1479690.000000 Penalty: 3057.880615
	Iteration 21Q: 3 clusters Score -1479690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1479713.375000 Penalty: 3057.880615
	Iteration 22Q: 3 clusters Score -1479713 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1479742.875000 Penalty: 3057.880615
	Iteration 23Q: 3 clusters Score -1479743 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1479765.125000 Penalty: 3057.880615
	Iteration 24Q: 3 clusters Score -1479765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1479777.625000 Penalty: 3057.880615
	Iteration 25Q: 3 clusters Score -1479778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1479800.750000 Penalty: 3057.880615
	Iteration 26Q: 3 clusters Score -1479801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1479807.625000 Penalty: 3057.880615
	Iteration 27Q: 3 clusters Score -1479808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1479816.000000 Penalty: 3057.880615
	Iteration 28Q: 3 clusters Score -1479816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1479828.875000 Penalty: 3057.880615
	Iteration 29Q: 3 clusters Score -1479829 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1479838.750000 Penalty: 3057.880615
	Iteration 30Q: 3 clusters Score -1479839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1479853.125000 Penalty: 3057.880615
	Iteration 31Q: 3 clusters Score -1479853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1479870.875000 Penalty: 3057.880615
	Iteration 32Q: 3 clusters Score -1479871 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1479886.375000 Penalty: 3057.880615
	Iteration 33Q: 3 clusters Score -1479886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1479905.250000 Penalty: 3057.880615
	Iteration 34Q: 3 clusters Score -1479905 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1479925.875000 Penalty: 3057.880615
	Iteration 35Q: 3 clusters Score -1479926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1479943.625000 Penalty: 3057.880615
	Iteration 36Q: 3 clusters Score -1479944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1479954.750000 Penalty: 3057.880615
	Iteration 37Q: 3 clusters Score -1479955 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1479970.375000 Penalty: 3057.880615
	Iteration 38Q: 3 clusters Score -1479970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1479989.625000 Penalty: 3057.880615
	Iteration 39Q: 3 clusters Score -1479990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1480001.000000 Penalty: 3057.880615
	Iteration 40F: 3 clusters Score -1480001 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1480016.000000 Penalty: 3057.880615
	Iteration 41Q: 3 clusters Score -1480016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1480025.500000 Penalty: 3057.880615
	Iteration 42Q: 3 clusters Score -1480026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1480038.375000 Penalty: 3057.880615
	Iteration 43Q: 3 clusters Score -1480038 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1480055.375000 Penalty: 3057.880615
	Iteration 44Q: 3 clusters Score -1480055 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1480070.375000 Penalty: 3057.880615
	Iteration 45Q: 3 clusters Score -1480070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1480086.250000 Penalty: 3057.880615
	Iteration 46Q: 3 clusters Score -1480086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1480100.875000 Penalty: 3057.880615
	Iteration 47Q: 3 clusters Score -1480101 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1480121.375000 Penalty: 3057.880615
	Iteration 48Q: 3 clusters Score -1480121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1480139.375000 Penalty: 3057.880615
	Iteration 49Q: 3 clusters Score -1480139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1480150.625000 Penalty: 3057.880615
	Iteration 50Q: 3 clusters Score -1480151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1480162.625000 Penalty: 3057.880615
	Iteration 51Q: 3 clusters Score -1480163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1480170.000000 Penalty: 3057.880615
	Iteration 52Q: 3 clusters Score -1480170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1480174.875000 Penalty: 3057.880615
	Iteration 53Q: 3 clusters Score -1480175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1480176.500000 Penalty: 3057.880615
	Iteration 54Q: 3 clusters Score -1480176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1480182.625000 Penalty: 3057.880615
	Iteration 55Q: 3 clusters Score -1480183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1480188.750000 Penalty: 3057.880615
	Iteration 56Q: 3 clusters Score -1480189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1480194.500000 Penalty: 3057.880615
	Iteration 57Q: 3 clusters Score -1480194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1480199.750000 Penalty: 3057.880615
	Iteration 58Q: 3 clusters Score -1480200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1480206.000000 Penalty: 3057.880615
	Iteration 59Q: 3 clusters Score -1480206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1480203.875000 Penalty: 3057.880615
	Iteration 60F: 3 clusters Score -1480204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1480210.375000 Penalty: 3057.880615
	Iteration 61Q: 3 clusters Score -1480210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1480213.000000 Penalty: 3057.880615
	Iteration 62Q: 3 clusters Score -1480213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1480217.125000 Penalty: 3057.880615
	Iteration 63Q: 3 clusters Score -1480217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1480216.250000 Penalty: 3057.880615
	Iteration 64Q: 3 clusters Score -1480216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1480217.875000 Penalty: 3057.880615
	Iteration 65Q: 3 clusters Score -1480218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1480222.625000 Penalty: 3057.880615
	Iteration 66Q: 3 clusters Score -1480223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1480225.375000 Penalty: 3057.880615
	Iteration 67Q: 3 clusters Score -1480225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1480227.125000 Penalty: 3057.880615
	Iteration 68Q: 3 clusters Score -1480227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1480231.625000 Penalty: 3057.880615
	Iteration 69Q: 3 clusters Score -1480232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1480231.375000 Penalty: 3057.880615
	Iteration 70Q: 3 clusters Score -1480231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1480236.000000 Penalty: 3057.880615
	Iteration 71Q: 3 clusters Score -1480236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1480232.500000 Penalty: 3057.880615
	Iteration 72Q: 3 clusters Score -1480232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1480239.000000 Penalty: 3057.880615
	Iteration 73Q: 3 clusters Score -1480239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1480238.875000 Penalty: 3057.880615
	Iteration 74Q: 3 clusters Score -1480239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1480241.875000 Penalty: 3057.880615
	Iteration 75Q: 3 clusters Score -1480242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1480245.500000 Penalty: 3057.880615
	Iteration 76Q: 3 clusters Score -1480246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1480246.750000 Penalty: 3057.880615
	Iteration 77Q: 3 clusters Score -1480247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1480251.500000 Penalty: 3057.880615
	Iteration 78Q: 3 clusters Score -1480252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1480249.750000 Penalty: 3057.880615
	Iteration 79Q: 3 clusters Score -1480250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1480249.875000 Penalty: 3057.880615
	Iteration 80F: 3 clusters Score -1480250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1480251.125000 Penalty: 3057.880615
	Iteration 81Q: 3 clusters Score -1480251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1480252.125000 Penalty: 3057.880615
	Iteration 82Q: 3 clusters Score -1480252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1480249.125000 Penalty: 3057.880615
	Iteration 83Q: 3 clusters Score -1480249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1480251.375000 Penalty: 3057.880615
	Iteration 84Q: 3 clusters Score -1480251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1480251.125000 Penalty: 3057.880615
	Iteration 85Q: 3 clusters Score -1480251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1480251.375000 Penalty: 3057.880615
	Iteration 86Q: 3 clusters Score -1480251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1480255.250000 Penalty: 3057.880615
	Iteration 87Q: 3 clusters Score -1480255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1480256.125000 Penalty: 3057.880615
	Iteration 88Q: 3 clusters Score -1480256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1480254.375000 Penalty: 3057.880615
	Iteration 89Q: 3 clusters Score -1480254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1480254.375000 Penalty: 3057.880615
	Iteration 90F: 3 clusters Score -1480254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Entering Unmasked Estep 
Score: -208762.625000 Penalty: 1219.910400
	Iteration 0F: 2 clusters Score -208762.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -206827.531250 Penalty: 2439.820801
	Iteration 0F: 3 clusters Score -206827.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -207371.546875 Penalty: 2439.820801
	Iteration 1F: 3 clusters Score -207371.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -207558.578125 Penalty: 2439.820801
	Iteration 2F: 3 clusters Score -207558.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -207652.234375 Penalty: 2439.820801
	Iteration 3F: 3 clusters Score -207652.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -207733.734375 Penalty: 2439.820801
	Iteration 4Q: 3 clusters Score -207733.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -207817.109375 Penalty: 2439.820801
	Iteration 5Q: 3 clusters Score -207817.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -207923.546875 Penalty: 2439.820801
	Iteration 6Q: 3 clusters Score -207923.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -208054.546875 Penalty: 2439.820801
	Iteration 7Q: 3 clusters Score -208054.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -208161.515625 Penalty: 2439.820801
	Iteration 8Q: 3 clusters Score -208161.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -208251.984375 Penalty: 2439.820801
	Iteration 9Q: 3 clusters Score -208252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -208324.671875 Penalty: 2439.820801
	Iteration 10Q: 3 clusters Score -208324.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -208383.750000 Penalty: 2439.820801
	Iteration 11Q: 3 clusters Score -208383.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -208423.562500 Penalty: 2439.820801
	Iteration 12Q: 3 clusters Score -208423.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -208454.578125 Penalty: 2439.820801
	Iteration 13Q: 3 clusters Score -208454.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -208476.953125 Penalty: 2439.820801
	Iteration 14Q: 3 clusters Score -208477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -208489.968750 Penalty: 2439.820801
	Iteration 15Q: 3 clusters Score -208490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -208494.328125 Penalty: 2439.820801
	Iteration 16Q: 3 clusters Score -208494.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -208497.140625 Penalty: 2439.820801
	Iteration 17Q: 3 clusters Score -208497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -208501.437500 Penalty: 2439.820801
	Iteration 18Q: 3 clusters Score -208501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -208504.250000 Penalty: 2439.820801
	Iteration 19Q: 3 clusters Score -208504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -208506.906250 Penalty: 2439.820801
	Iteration 20F: 3 clusters Score -208506.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -208511.031250 Penalty: 2439.820801
	Iteration 21Q: 3 clusters Score -208511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -208515.234375 Penalty: 2439.820801
	Iteration 22Q: 3 clusters Score -208515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -208517.156250 Penalty: 2439.820801
	Iteration 23Q: 3 clusters Score -208517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -208519.875000 Penalty: 2439.820801
	Iteration 24Q: 3 clusters Score -208519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -208523.156250 Penalty: 2439.820801
	Iteration 25Q: 3 clusters Score -208523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -208524.828125 Penalty: 2439.820801
	Iteration 26Q: 3 clusters Score -208524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -208527.156250 Penalty: 2439.820801
	Iteration 27Q: 3 clusters Score -208527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -208528.703125 Penalty: 2439.820801
	Iteration 28Q: 3 clusters Score -208528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -208530.406250 Penalty: 2439.820801
	Iteration 29Q: 3 clusters Score -208530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -208531.468750 Penalty: 2439.820801
	Iteration 30Q: 3 clusters Score -208531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -208531.734375 Penalty: 2439.820801
	Iteration 31Q: 3 clusters Score -208531.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -208534.015625 Penalty: 2439.820801
	Iteration 32Q: 3 clusters Score -208534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -208535.343750 Penalty: 2439.820801
	Iteration 33Q: 3 clusters Score -208535.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -208537.421875 Penalty: 2439.820801
	Iteration 34Q: 3 clusters Score -208537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -208537.578125 Penalty: 2439.820801
	Iteration 35Q: 3 clusters Score -208537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -208538.328125 Penalty: 2439.820801
	Iteration 36Q: 3 clusters Score -208538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -208538.515625 Penalty: 2439.820801
	Iteration 37Q: 3 clusters Score -208538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -208538.562500 Penalty: 2439.820801
	Iteration 38Q: 3 clusters Score -208538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -208539.734375 Penalty: 2439.820801
	Iteration 39Q: 3 clusters Score -208539.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -208540.203125 Penalty: 2439.820801
	Iteration 40F: 3 clusters Score -208540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -208540.359375 Penalty: 2439.820801
	Iteration 41Q: 3 clusters Score -208540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -208540.593750 Penalty: 2439.820801
	Iteration 42Q: 3 clusters Score -208540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -208540.593750 Penalty: 2439.820801
	Iteration 43F: 3 clusters Score -208540.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Entering Unmasked Estep 
Score: -6793183.000000 Penalty: 1768.877197
	Iteration 0F: 2 clusters Score -6793183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -6758546.000000 Penalty: 3537.754395
	Iteration 0F: 3 clusters Score -6758546 nChanged 25117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6772735.500000 Penalty: 3537.754395
	Iteration 1F: 3 clusters Score -6772736 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -6773448.000000 Penalty: 3537.754395
	Iteration 2Q: 3 clusters Score -6773448 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -6774333.000000 Penalty: 3537.754395
	Iteration 3Q: 3 clusters Score -6774333 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -6775453.500000 Penalty: 3537.754395
	Iteration 4Q: 3 clusters Score -6775454 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -6776792.500000 Penalty: 3537.754395
	Iteration 5F: 3 clusters Score -6776792 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -6778604.500000 Penalty: 3537.754395
	Iteration 6F: 3 clusters Score -6778604 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -6780773.500000 Penalty: 3537.754395
	Iteration 7F: 3 clusters Score -6780774 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -6782869.500000 Penalty: 3537.754395
	Iteration 8F: 3 clusters Score -6782870 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -6784674.000000 Penalty: 3537.754395
	Iteration 9F: 3 clusters Score -6784674 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -6785749.500000 Penalty: 3537.754395
	Iteration 10Q: 3 clusters Score -6785750 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -6786465.500000 Penalty: 3537.754395
	Iteration 11Q: 3 clusters Score -6786466 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -6786938.000000 Penalty: 3537.754395
	Iteration 12Q: 3 clusters Score -6786938 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -6787429.000000 Penalty: 3537.754395
	Iteration 13Q: 3 clusters Score -6787429 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -6787881.000000 Penalty: 3537.754395
	Iteration 14Q: 3 clusters Score -6787881 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -6788263.000000 Penalty: 3537.754395
	Iteration 15Q: 3 clusters Score -6788263 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -6788670.000000 Penalty: 3537.754395
	Iteration 16Q: 3 clusters Score -6788670 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -6789064.000000 Penalty: 3537.754395
	Iteration 17Q: 3 clusters Score -6789064 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -6789416.000000 Penalty: 3537.754395
	Iteration 18Q: 3 clusters Score -6789416 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -6789740.500000 Penalty: 3537.754395
	Iteration 19Q: 3 clusters Score -6789740 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -6789983.000000 Penalty: 3537.754395
	Iteration 20F: 3 clusters Score -6789983 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -6790150.500000 Penalty: 3537.754395
	Iteration 21Q: 3 clusters Score -6790150 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -6790322.500000 Penalty: 3537.754395
	Iteration 22Q: 3 clusters Score -6790322 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -6790452.500000 Penalty: 3537.754395
	Iteration 23Q: 3 clusters Score -6790452 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -6790608.500000 Penalty: 3537.754395
	Iteration 24Q: 3 clusters Score -6790608 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -6790661.000000 Penalty: 3537.754395
	Iteration 25Q: 3 clusters Score -6790661 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -6790770.500000 Penalty: 3537.754395
	Iteration 26Q: 3 clusters Score -6790770 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6790865.500000 Penalty: 3537.754395
	Iteration 27Q: 3 clusters Score -6790866 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -6790948.500000 Penalty: 3537.754395
	Iteration 28Q: 3 clusters Score -6790948 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -6790972.500000 Penalty: 3537.754395
	Iteration 29Q: 3 clusters Score -6790972 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -6791042.500000 Penalty: 3537.754395
	Iteration 30Q: 3 clusters Score -6791042 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6791109.000000 Penalty: 3537.754395
	Iteration 31Q: 3 clusters Score -6791109 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -6791163.000000 Penalty: 3537.754395
	Iteration 32Q: 3 clusters Score -6791163 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -6791183.500000 Penalty: 3537.754395
	Iteration 33Q: 3 clusters Score -6791184 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6791207.000000 Penalty: 3537.754395
	Iteration 34Q: 3 clusters Score -6791207 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6791239.000000 Penalty: 3537.754395
	Iteration 35Q: 3 clusters Score -6791239 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -6791269.500000 Penalty: 3537.754395
	Iteration 36Q: 3 clusters Score -6791270 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6791322.500000 Penalty: 3537.754395
	Iteration 37Q: 3 clusters Score -6791322 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6791340.000000 Penalty: 3537.754395
	Iteration 38Q: 3 clusters Score -6791340 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6791369.500000 Penalty: 3537.754395
	Iteration 39Q: 3 clusters Score -6791370 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6791397.500000 Penalty: 3537.754395
	Iteration 40F: 3 clusters Score -6791398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6791442.000000 Penalty: 3537.754395
	Iteration 41Q: 3 clusters Score -6791442 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6791455.000000 Penalty: 3537.754395
	Iteration 42Q: 3 clusters Score -6791455 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6791480.500000 Penalty: 3537.754395
	Iteration 43Q: 3 clusters Score -6791480 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6791482.000000 Penalty: 3537.754395
	Iteration 44Q: 3 clusters Score -6791482 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6791502.500000 Penalty: 3537.754395
	Iteration 45Q: 3 clusters Score -6791502 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6791528.500000 Penalty: 3537.754395
	Iteration 46Q: 3 clusters Score -6791528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6791543.500000 Penalty: 3537.754395
	Iteration 47Q: 3 clusters Score -6791544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6791569.500000 Penalty: 3537.754395
	Iteration 48Q: 3 clusters Score -6791570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6791573.500000 Penalty: 3537.754395
	Iteration 49Q: 3 clusters Score -6791574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6791595.500000 Penalty: 3537.754395
	Iteration 50Q: 3 clusters Score -6791596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6791588.500000 Penalty: 3537.754395
	Iteration 51Q: 3 clusters Score -6791588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6791604.000000 Penalty: 3537.754395
	Iteration 52Q: 3 clusters Score -6791604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6791615.000000 Penalty: 3537.754395
	Iteration 53Q: 3 clusters Score -6791615 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6791631.000000 Penalty: 3537.754395
	Iteration 54Q: 3 clusters Score -6791631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6791626.500000 Penalty: 3537.754395
	Iteration 55Q: 3 clusters Score -6791626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6791623.000000 Penalty: 3537.754395
	Iteration 56Q: 3 clusters Score -6791623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6791639.000000 Penalty: 3537.754395
	Iteration 57Q: 3 clusters Score -6791639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6791645.000000 Penalty: 3537.754395
	Iteration 58Q: 3 clusters Score -6791645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6791653.000000 Penalty: 3537.754395
	Iteration 59Q: 3 clusters Score -6791653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6791656.500000 Penalty: 3537.754395
	Iteration 60F: 3 clusters Score -6791656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6791666.000000 Penalty: 3537.754395
	Iteration 61Q: 3 clusters Score -6791666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6791669.000000 Penalty: 3537.754395
	Iteration 62Q: 3 clusters Score -6791669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6791668.000000 Penalty: 3537.754395
	Iteration 63Q: 3 clusters Score -6791668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6791664.000000 Penalty: 3537.754395
	Iteration 64Q: 3 clusters Score -6791664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6791670.000000 Penalty: 3537.754395
	Iteration 65Q: 3 clusters Score -6791670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6791670.000000 Penalty: 3537.754395
	Iteration 66Q: 3 clusters Score -6791670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6791673.000000 Penalty: 3537.754395
	Iteration 67Q: 3 clusters Score -6791673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6791676.000000 Penalty: 3537.754395
	Iteration 68Q: 3 clusters Score -6791676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6791674.000000 Penalty: 3537.754395
	Iteration 69Q: 3 clusters Score -6791674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6791675.500000 Penalty: 3537.754395
	Iteration 70Q: 3 clusters Score -6791676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6791676.000000 Penalty: 3537.754395
	Iteration 71Q: 3 clusters Score -6791676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6791681.000000 Penalty: 3537.754395
	Iteration 72Q: 3 clusters Score -6791681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6791677.500000 Penalty: 3537.754395
	Iteration 73Q: 3 clusters Score -6791678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6791676.000000 Penalty: 3537.754395
	Iteration 74Q: 3 clusters Score -6791676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6791683.000000 Penalty: 3537.754395
	Iteration 75Q: 3 clusters Score -6791683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6791686.500000 Penalty: 3537.754395
	Iteration 76Q: 3 clusters Score -6791686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6791681.500000 Penalty: 3537.754395
	Iteration 77Q: 3 clusters Score -6791682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6791682.500000 Penalty: 3537.754395
	Iteration 78Q: 3 clusters Score -6791682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6791679.500000 Penalty: 3537.754395
	Iteration 79Q: 3 clusters Score -6791680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6791679.500000 Penalty: 3537.754395
	Iteration 80F: 3 clusters Score -6791680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -401810.312500 Penalty: 1320.126343
	Iteration 0F: 2 clusters Score -401810.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -398847.375000 Penalty: 2640.252686
	Iteration 0F: 3 clusters Score -398847.4 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -399579.687500 Penalty: 2640.252686
	Iteration 1F: 3 clusters Score -399579.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -399771.250000 Penalty: 2640.252686
	Iteration 2F: 3 clusters Score -399771.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -399927.000000 Penalty: 2640.252686
	Iteration 3F: 3 clusters Score -399927 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -400059.937500 Penalty: 2640.252686
	Iteration 4F: 3 clusters Score -400059.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -400173.156250 Penalty: 2640.252686
	Iteration 5Q: 3 clusters Score -400173.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -400267.437500 Penalty: 2640.252686
	Iteration 6Q: 3 clusters Score -400267.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -400346.625000 Penalty: 2640.252686
	Iteration 7Q: 3 clusters Score -400346.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -400426.750000 Penalty: 2640.252686
	Iteration 8Q: 3 clusters Score -400426.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -400516.156250 Penalty: 2640.252686
	Iteration 9Q: 3 clusters Score -400516.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -400601.312500 Penalty: 2640.252686
	Iteration 10Q: 3 clusters Score -400601.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -400687.968750 Penalty: 2640.252686
	Iteration 11Q: 3 clusters Score -400688 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -400762.187500 Penalty: 2640.252686
	Iteration 12Q: 3 clusters Score -400762.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -400815.531250 Penalty: 2640.252686
	Iteration 13Q: 3 clusters Score -400815.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -400847.062500 Penalty: 2640.252686
	Iteration 14Q: 3 clusters Score -400847.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -400872.812500 Penalty: 2640.252686
	Iteration 15Q: 3 clusters Score -400872.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -400889.656250 Penalty: 2640.252686
	Iteration 16Q: 3 clusters Score -400889.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -400906.656250 Penalty: 2640.252686
	Iteration 17Q: 3 clusters Score -400906.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -400920.562500 Penalty: 2640.252686
	Iteration 18Q: 3 clusters Score -400920.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -400933.468750 Penalty: 2640.252686
	Iteration 19Q: 3 clusters Score -400933.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -400946.343750 Penalty: 2640.252686
	Iteration 20F: 3 clusters Score -400946.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -400954.250000 Penalty: 2640.252686
	Iteration 21Q: 3 clusters Score -400954.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -400962.093750 Penalty: 2640.252686
	Iteration 22Q: 3 clusters Score -400962.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -400967.875000 Penalty: 2640.252686
	Iteration 23Q: 3 clusters Score -400967.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -400973.468750 Penalty: 2640.252686
	Iteration 24Q: 3 clusters Score -400973.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -400976.000000 Penalty: 2640.252686
	Iteration 25Q: 3 clusters Score -400976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -400977.562500 Penalty: 2640.252686
	Iteration 26Q: 3 clusters Score -400977.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -400979.343750 Penalty: 2640.252686
	Iteration 27Q: 3 clusters Score -400979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -400981.562500 Penalty: 2640.252686
	Iteration 28Q: 3 clusters Score -400981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -400980.687500 Penalty: 2640.252686
	Iteration 29Q: 3 clusters Score -400980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -400981.281250 Penalty: 2640.252686
	Iteration 30Q: 3 clusters Score -400981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -400982.906250 Penalty: 2640.252686
	Iteration 31Q: 3 clusters Score -400982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -400983.468750 Penalty: 2640.252686
	Iteration 32Q: 3 clusters Score -400983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -400983.625000 Penalty: 2640.252686
	Iteration 33Q: 3 clusters Score -400983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -400983.625000 Penalty: 2640.252686
	Iteration 34F: 3 clusters Score -400983.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -653691.375000 Penalty: 1395.796021
	Iteration 0F: 2 clusters Score -653691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -649517.687500 Penalty: 2791.592041
	Iteration 0F: 3 clusters Score -649517.7 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -650700.062500 Penalty: 2791.592041
	Iteration 1F: 3 clusters Score -650700.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -650925.562500 Penalty: 2791.592041
	Iteration 2F: 3 clusters Score -650925.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -651104.187500 Penalty: 2791.592041
	Iteration 3F: 3 clusters Score -651104.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -651309.562500 Penalty: 2791.592041
	Iteration 4F: 3 clusters Score -651309.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -651489.937500 Penalty: 2791.592041
	Iteration 5F: 3 clusters Score -651489.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -651660.875000 Penalty: 2791.592041
	Iteration 6Q: 3 clusters Score -651660.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -651815.625000 Penalty: 2791.592041
	Iteration 7Q: 3 clusters Score -651815.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -651945.562500 Penalty: 2791.592041
	Iteration 8Q: 3 clusters Score -651945.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -652049.187500 Penalty: 2791.592041
	Iteration 9Q: 3 clusters Score -652049.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -652141.000000 Penalty: 2791.592041
	Iteration 10Q: 3 clusters Score -652141 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -652245.125000 Penalty: 2791.592041
	Iteration 11Q: 3 clusters Score -652245.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -652367.250000 Penalty: 2791.592041
	Iteration 12Q: 3 clusters Score -652367.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -652483.562500 Penalty: 2791.592041
	Iteration 13Q: 3 clusters Score -652483.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -652586.625000 Penalty: 2791.592041
	Iteration 14Q: 3 clusters Score -652586.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -652686.875000 Penalty: 2791.592041
	Iteration 15Q: 3 clusters Score -652686.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -652763.500000 Penalty: 2791.592041
	Iteration 16Q: 3 clusters Score -652763.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -652807.250000 Penalty: 2791.592041
	Iteration 17Q: 3 clusters Score -652807.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -652835.250000 Penalty: 2791.592041
	Iteration 18Q: 3 clusters Score -652835.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -652859.437500 Penalty: 2791.592041
	Iteration 19Q: 3 clusters Score -652859.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -652885.625000 Penalty: 2791.592041
	Iteration 20F: 3 clusters Score -652885.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -652905.187500 Penalty: 2791.592041
	Iteration 21Q: 3 clusters Score -652905.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -652916.562500 Penalty: 2791.592041
	Iteration 22Q: 3 clusters Score -652916.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -652926.750000 Penalty: 2791.592041
	Iteration 23Q: 3 clusters Score -652926.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -652933.125000 Penalty: 2791.592041
	Iteration 24Q: 3 clusters Score -652933.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -652940.000000 Penalty: 2791.592041
	Iteration 25Q: 3 clusters Score -652940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -652944.750000 Penalty: 2791.592041
	Iteration 26Q: 3 clusters Score -652944.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -652948.000000 Penalty: 2791.592041
	Iteration 27Q: 3 clusters Score -652948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -652949.062500 Penalty: 2791.592041
	Iteration 28Q: 3 clusters Score -652949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -652948.875000 Penalty: 2791.592041
	Iteration 29Q: 3 clusters Score -652948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -652949.562500 Penalty: 2791.592041
	Iteration 30Q: 3 clusters Score -652949.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -652949.562500 Penalty: 2791.592041
	Iteration 31F: 3 clusters Score -652949.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Entering Unmasked Estep 
Score: -11071864.000000 Penalty: 1850.722534
	Iteration 0F: 2 clusters Score -1.107186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -11016231.000000 Penalty: 3701.445068
	Iteration 0F: 3 clusters Score -1.101623e+07 nChanged 42191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -11040748.000000 Penalty: 3701.445068
	Iteration 1F: 3 clusters Score -1.104075e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -11041623.000000 Penalty: 3701.445068
	Iteration 2Q: 3 clusters Score -1.104162e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -11042895.000000 Penalty: 3701.445068
	Iteration 3Q: 3 clusters Score -1.10429e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -11044948.000000 Penalty: 3701.445068
	Iteration 4F: 3 clusters Score -1.104495e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -11048919.000000 Penalty: 3701.445068
	Iteration 5F: 3 clusters Score -1.104892e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -11055346.000000 Penalty: 3701.445068
	Iteration 6F: 3 clusters Score -1.105535e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -11062814.000000 Penalty: 3701.445068
	Iteration 7F: 3 clusters Score -1.106281e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -11067666.000000 Penalty: 3701.445068
	Iteration 8F: 3 clusters Score -1.106767e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 87112 members 
Entering Unmasked Estep 
Score: -11069448.000000 Penalty: 3701.445068
	Iteration 9Q: 3 clusters Score -1.106945e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 87947 members 
Entering Unmasked Estep 
Score: -11069934.000000 Penalty: 3701.445068
	Iteration 10Q: 3 clusters Score -1.106993e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -11070122.000000 Penalty: 3701.445068
	Iteration 11Q: 3 clusters Score -1.107012e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -11070207.000000 Penalty: 3701.445068
	Iteration 12Q: 3 clusters Score -1.107021e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -11070242.000000 Penalty: 3701.445068
	Iteration 13Q: 3 clusters Score -1.107024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 88200 members 
Entering Unmasked Estep 
Score: -11070256.000000 Penalty: 3701.445068
	Iteration 14Q: 3 clusters Score -1.107026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -11070263.000000 Penalty: 3701.445068
	Iteration 15Q: 3 clusters Score -1.107026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -11070263.000000 Penalty: 3701.445068
	Iteration 16Q: 3 clusters Score -1.107026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 88205 members 
Entering Unmasked Estep 
Score: -11070262.000000 Penalty: 3701.445068
	Iteration 17Q: 3 clusters Score -1.107026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 88205 members 
Entering Unmasked Estep 
Score: -11070262.000000 Penalty: 3701.445068
	Iteration 18F: 3 clusters Score -1.107026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (81162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Entering Unmasked Estep 
Score: -10185670.000000 Penalty: 1836.932861
	Iteration 0F: 2 clusters Score -1.018567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -10131892.000000 Penalty: 3673.865723
	Iteration 0F: 3 clusters Score -1.013189e+07 nChanged 38765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -10154735.000000 Penalty: 3673.865723
	Iteration 1F: 3 clusters Score -1.015474e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -10155910.000000 Penalty: 3673.865723
	Iteration 2Q: 3 clusters Score -1.015591e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -10157919.000000 Penalty: 3673.865723
	Iteration 3F: 3 clusters Score -1.015792e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -10161302.000000 Penalty: 3673.865723
	Iteration 4F: 3 clusters Score -1.01613e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -10166640.000000 Penalty: 3673.865723
	Iteration 5F: 3 clusters Score -1.016664e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -10172790.000000 Penalty: 3673.865723
	Iteration 6F: 3 clusters Score -1.017279e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -10177446.000000 Penalty: 3673.865723
	Iteration 7F: 3 clusters Score -1.017745e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -10180033.000000 Penalty: 3673.865723
	Iteration 8Q: 3 clusters Score -1.018003e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -10181452.000000 Penalty: 3673.865723
	Iteration 9Q: 3 clusters Score -1.018145e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -10182355.000000 Penalty: 3673.865723
	Iteration 10Q: 3 clusters Score -1.018236e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -10183012.000000 Penalty: 3673.865723
	Iteration 11Q: 3 clusters Score -1.018301e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -10183433.000000 Penalty: 3673.865723
	Iteration 12Q: 3 clusters Score -1.018343e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -10183788.000000 Penalty: 3673.865723
	Iteration 13Q: 3 clusters Score -1.018379e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 77107 members 
Entering Unmasked Estep 
Score: -10184065.000000 Penalty: 3673.865723
	Iteration 14Q: 3 clusters Score -1.018406e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -10184208.000000 Penalty: 3673.865723
	Iteration 15Q: 3 clusters Score -1.018421e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -10184283.000000 Penalty: 3673.865723
	Iteration 16Q: 3 clusters Score -1.018428e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -10184352.000000 Penalty: 3673.865723
	Iteration 17Q: 3 clusters Score -1.018435e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -10184402.000000 Penalty: 3673.865723
	Iteration 18Q: 3 clusters Score -1.01844e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -10184418.000000 Penalty: 3673.865723
	Iteration 19Q: 3 clusters Score -1.018442e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -10184428.000000 Penalty: 3673.865723
	Iteration 20F: 3 clusters Score -1.018443e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -10184466.000000 Penalty: 3673.865723
	Iteration 21Q: 3 clusters Score -1.018447e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -10184487.000000 Penalty: 3673.865723
	Iteration 22Q: 3 clusters Score -1.018449e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -10184510.000000 Penalty: 3673.865723
	Iteration 23Q: 3 clusters Score -1.018451e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -10184518.000000 Penalty: 3673.865723
	Iteration 24Q: 3 clusters Score -1.018452e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 79261 members 
Entering Unmasked Estep 
Score: -10184518.000000 Penalty: 3673.865723
	Iteration 25Q: 3 clusters Score -1.018452e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -10184511.000000 Penalty: 3673.865723
	Iteration 26Q: 3 clusters Score -1.018451e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -10184501.000000 Penalty: 3673.865723
	Iteration 27Q: 3 clusters Score -1.01845e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -10184479.000000 Penalty: 3673.865723
	Iteration 28Q: 3 clusters Score -1.018448e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -10184487.000000 Penalty: 3673.865723
	Iteration 29Q: 3 clusters Score -1.018449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -10184498.000000 Penalty: 3673.865723
	Iteration 30Q: 3 clusters Score -1.01845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -10184478.000000 Penalty: 3673.865723
	Iteration 31Q: 3 clusters Score -1.018448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -10184473.000000 Penalty: 3673.865723
	Iteration 32Q: 3 clusters Score -1.018447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -10184473.000000 Penalty: 3673.865723
	Iteration 33Q: 3 clusters Score -1.018447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -10184461.000000 Penalty: 3673.865723
	Iteration 34Q: 3 clusters Score -1.018446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -10184455.000000 Penalty: 3673.865723
	Iteration 35Q: 3 clusters Score -1.018446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -10184452.000000 Penalty: 3673.865723
	Iteration 36Q: 3 clusters Score -1.018445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -10184463.000000 Penalty: 3673.865723
	Iteration 37Q: 3 clusters Score -1.018446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -10184467.000000 Penalty: 3673.865723
	Iteration 38Q: 3 clusters Score -1.018447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -10184465.000000 Penalty: 3673.865723
	Iteration 39Q: 3 clusters Score -1.018446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -10184456.000000 Penalty: 3673.865723
	Iteration 40F: 3 clusters Score -1.018446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 79774 members 
Entering Unmasked Estep 
Score: -10184456.000000 Penalty: 3673.865723
	Iteration 41Q: 3 clusters Score -1.018446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -10184451.000000 Penalty: 3673.865723
	Iteration 42Q: 3 clusters Score -1.018445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -10184456.000000 Penalty: 3673.865723
	Iteration 43Q: 3 clusters Score -1.018446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -10184458.000000 Penalty: 3673.865723
	Iteration 44Q: 3 clusters Score -1.018446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -10184464.000000 Penalty: 3673.865723
	Iteration 45Q: 3 clusters Score -1.018446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -10184450.000000 Penalty: 3673.865723
	Iteration 46Q: 3 clusters Score -1.018445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -10184446.000000 Penalty: 3673.865723
	Iteration 47Q: 3 clusters Score -1.018445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -10184439.000000 Penalty: 3673.865723
	Iteration 48Q: 3 clusters Score -1.018444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 79910 members 
Entering Unmasked Estep 
Score: -10184437.000000 Penalty: 3673.865723
	Iteration 49Q: 3 clusters Score -1.018444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -10184427.000000 Penalty: 3673.865723
	Iteration 50Q: 3 clusters Score -1.018443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -10184422.000000 Penalty: 3673.865723
	Iteration 51Q: 3 clusters Score -1.018442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 79971 members 
Entering Unmasked Estep 
Score: -10184424.000000 Penalty: 3673.865723
	Iteration 52Q: 3 clusters Score -1.018442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -10184429.000000 Penalty: 3673.865723
	Iteration 53Q: 3 clusters Score -1.018443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -10184423.000000 Penalty: 3673.865723
	Iteration 54Q: 3 clusters Score -1.018442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -10184419.000000 Penalty: 3673.865723
	Iteration 55Q: 3 clusters Score -1.018442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -10184415.000000 Penalty: 3673.865723
	Iteration 56Q: 3 clusters Score -1.018442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -10184421.000000 Penalty: 3673.865723
	Iteration 57Q: 3 clusters Score -1.018442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -10184413.000000 Penalty: 3673.865723
	Iteration 58Q: 3 clusters Score -1.018441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -10184412.000000 Penalty: 3673.865723
	Iteration 59Q: 3 clusters Score -1.018441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -10184405.000000 Penalty: 3673.865723
	Iteration 60F: 3 clusters Score -1.01844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -10184411.000000 Penalty: 3673.865723
	Iteration 61Q: 3 clusters Score -1.018441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -10184406.000000 Penalty: 3673.865723
	Iteration 62Q: 3 clusters Score -1.018441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -10184398.000000 Penalty: 3673.865723
	Iteration 63Q: 3 clusters Score -1.01844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 80136 members 
Entering Unmasked Estep 
Score: -10184409.000000 Penalty: 3673.865723
	Iteration 64Q: 3 clusters Score -1.018441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
Score: -10184420.000000 Penalty: 3673.865723
	Iteration 65Q: 3 clusters Score -1.018442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 80157 members 
Entering Unmasked Estep 
Score: -10184414.000000 Penalty: 3673.865723
	Iteration 66Q: 3 clusters Score -1.018441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -10184401.000000 Penalty: 3673.865723
	Iteration 67Q: 3 clusters Score -1.01844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -10184413.000000 Penalty: 3673.865723
	Iteration 68Q: 3 clusters Score -1.018441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -10184407.000000 Penalty: 3673.865723
	Iteration 69Q: 3 clusters Score -1.018441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -10184420.000000 Penalty: 3673.865723
	Iteration 70Q: 3 clusters Score -1.018442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -10184409.000000 Penalty: 3673.865723
	Iteration 71Q: 3 clusters Score -1.018441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -10184417.000000 Penalty: 3673.865723
	Iteration 72Q: 3 clusters Score -1.018442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -10184417.000000 Penalty: 3673.865723
	Iteration 73Q: 3 clusters Score -1.018442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 80215 members 
Entering Unmasked Estep 
Score: -10184413.000000 Penalty: 3673.865723
	Iteration 74Q: 3 clusters Score -1.018441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -10184411.000000 Penalty: 3673.865723
	Iteration 75Q: 3 clusters Score -1.018441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 80227 members 
Entering Unmasked Estep 
Score: -10184413.000000 Penalty: 3673.865723
	Iteration 76Q: 3 clusters Score -1.018441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -10184423.000000 Penalty: 3673.865723
	Iteration 77Q: 3 clusters Score -1.018442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -10184423.000000 Penalty: 3673.865723
	Iteration 78Q: 3 clusters Score -1.018442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -10184422.000000 Penalty: 3673.865723
	Iteration 79Q: 3 clusters Score -1.018442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -10184424.000000 Penalty: 3673.865723
	Iteration 80F: 3 clusters Score -1.018442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -10184417.000000 Penalty: 3673.865723
	Iteration 81Q: 3 clusters Score -1.018442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -10184420.000000 Penalty: 3673.865723
	Iteration 82Q: 3 clusters Score -1.018442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -10184419.000000 Penalty: 3673.865723
	Iteration 83Q: 3 clusters Score -1.018442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 80274 members 
Entering Unmasked Estep 
Score: -10184410.000000 Penalty: 3673.865723
	Iteration 84Q: 3 clusters Score -1.018441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -10184419.000000 Penalty: 3673.865723
	Iteration 85Q: 3 clusters Score -1.018442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -10184415.000000 Penalty: 3673.865723
	Iteration 86Q: 3 clusters Score -1.018442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -10184410.000000 Penalty: 3673.865723
	Iteration 87Q: 3 clusters Score -1.018441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -10184422.000000 Penalty: 3673.865723
	Iteration 88Q: 3 clusters Score -1.018442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -10184411.000000 Penalty: 3673.865723
	Iteration 89Q: 3 clusters Score -1.018441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -10184414.000000 Penalty: 3673.865723
	Iteration 90Q: 3 clusters Score -1.018441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -10184424.000000 Penalty: 3673.865723
	Iteration 91Q: 3 clusters Score -1.018442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -10184425.000000 Penalty: 3673.865723
	Iteration 92Q: 3 clusters Score -1.018442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -10184417.000000 Penalty: 3673.865723
	Iteration 93Q: 3 clusters Score -1.018442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -10184419.000000 Penalty: 3673.865723
	Iteration 94Q: 3 clusters Score -1.018442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -10184415.000000 Penalty: 3673.865723
	Iteration 95Q: 3 clusters Score -1.018442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -10184415.000000 Penalty: 3673.865723
	Iteration 96F: 3 clusters Score -1.018442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -234223.312500 Penalty: 1240.658325
	Iteration 0F: 2 clusters Score -234223.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -232131.343750 Penalty: 2481.316650
	Iteration 0F: 3 clusters Score -232131.3 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -232666.000000 Penalty: 2481.316650
	Iteration 1F: 3 clusters Score -232666 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -232838.765625 Penalty: 2481.316650
	Iteration 2F: 3 clusters Score -232838.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -232931.281250 Penalty: 2481.316650
	Iteration 3F: 3 clusters Score -232931.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -233020.500000 Penalty: 2481.316650
	Iteration 4Q: 3 clusters Score -233020.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -233091.515625 Penalty: 2481.316650
	Iteration 5Q: 3 clusters Score -233091.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -233153.328125 Penalty: 2481.316650
	Iteration 6Q: 3 clusters Score -233153.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -233192.953125 Penalty: 2481.316650
	Iteration 7Q: 3 clusters Score -233193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -233222.484375 Penalty: 2481.316650
	Iteration 8Q: 3 clusters Score -233222.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -233244.968750 Penalty: 2481.316650
	Iteration 9Q: 3 clusters Score -233245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -233260.484375 Penalty: 2481.316650
	Iteration 10Q: 3 clusters Score -233260.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -233273.328125 Penalty: 2481.316650
	Iteration 11Q: 3 clusters Score -233273.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -233292.062500 Penalty: 2481.316650
	Iteration 12Q: 3 clusters Score -233292.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -233304.203125 Penalty: 2481.316650
	Iteration 13Q: 3 clusters Score -233304.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -233318.312500 Penalty: 2481.316650
	Iteration 14Q: 3 clusters Score -233318.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -233334.828125 Penalty: 2481.316650
	Iteration 15Q: 3 clusters Score -233334.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -233349.437500 Penalty: 2481.316650
	Iteration 16Q: 3 clusters Score -233349.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -233358.140625 Penalty: 2481.316650
	Iteration 17Q: 3 clusters Score -233358.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -233367.718750 Penalty: 2481.316650
	Iteration 18Q: 3 clusters Score -233367.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -233379.515625 Penalty: 2481.316650
	Iteration 19Q: 3 clusters Score -233379.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -233388.796875 Penalty: 2481.316650
	Iteration 20F: 3 clusters Score -233388.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -233393.812500 Penalty: 2481.316650
	Iteration 21Q: 3 clusters Score -233393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -233395.906250 Penalty: 2481.316650
	Iteration 22Q: 3 clusters Score -233395.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -233397.343750 Penalty: 2481.316650
	Iteration 23Q: 3 clusters Score -233397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -233398.046875 Penalty: 2481.316650
	Iteration 24Q: 3 clusters Score -233398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -233398.031250 Penalty: 2481.316650
	Iteration 25Q: 3 clusters Score -233398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -233398.031250 Penalty: 2481.316650
	Iteration 26F: 3 clusters Score -233398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -369537.156250 Penalty: 1310.298828
	Iteration 0F: 2 clusters Score -369537.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -366773.218750 Penalty: 2620.597656
	Iteration 0F: 3 clusters Score -366773.2 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -367583.968750 Penalty: 2620.597656
	Iteration 1F: 3 clusters Score -367584 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -367906.250000 Penalty: 2620.597656
	Iteration 2F: 3 clusters Score -367906.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -368183.906250 Penalty: 2620.597656
	Iteration 3F: 3 clusters Score -368183.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -368378.937500 Penalty: 2620.597656
	Iteration 4F: 3 clusters Score -368378.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -368518.656250 Penalty: 2620.597656
	Iteration 5F: 3 clusters Score -368518.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -368644.156250 Penalty: 2620.597656
	Iteration 6Q: 3 clusters Score -368644.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -368745.218750 Penalty: 2620.597656
	Iteration 7Q: 3 clusters Score -368745.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -368807.281250 Penalty: 2620.597656
	Iteration 8Q: 3 clusters Score -368807.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -368861.625000 Penalty: 2620.597656
	Iteration 9Q: 3 clusters Score -368861.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -368927.718750 Penalty: 2620.597656
	Iteration 10Q: 3 clusters Score -368927.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -368974.406250 Penalty: 2620.597656
	Iteration 11Q: 3 clusters Score -368974.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -369029.406250 Penalty: 2620.597656
	Iteration 12Q: 3 clusters Score -369029.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -369095.437500 Penalty: 2620.597656
	Iteration 13Q: 3 clusters Score -369095.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -369168.562500 Penalty: 2620.597656
	Iteration 14Q: 3 clusters Score -369168.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -369217.093750 Penalty: 2620.597656
	Iteration 15Q: 3 clusters Score -369217.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -369244.187500 Penalty: 2620.597656
	Iteration 16Q: 3 clusters Score -369244.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -369264.062500 Penalty: 2620.597656
	Iteration 17Q: 3 clusters Score -369264.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -369274.625000 Penalty: 2620.597656
	Iteration 18Q: 3 clusters Score -369274.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -369284.718750 Penalty: 2620.597656
	Iteration 19Q: 3 clusters Score -369284.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -369294.000000 Penalty: 2620.597656
	Iteration 20F: 3 clusters Score -369294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -369301.656250 Penalty: 2620.597656
	Iteration 21Q: 3 clusters Score -369301.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -369305.406250 Penalty: 2620.597656
	Iteration 22Q: 3 clusters Score -369305.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -369308.187500 Penalty: 2620.597656
	Iteration 23Q: 3 clusters Score -369308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -369310.718750 Penalty: 2620.597656
	Iteration 24Q: 3 clusters Score -369310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -369312.093750 Penalty: 2620.597656
	Iteration 25Q: 3 clusters Score -369312.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -369315.562500 Penalty: 2620.597656
	Iteration 26Q: 3 clusters Score -369315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -369319.250000 Penalty: 2620.597656
	Iteration 27Q: 3 clusters Score -369319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -369325.468750 Penalty: 2620.597656
	Iteration 28Q: 3 clusters Score -369325.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -369337.093750 Penalty: 2620.597656
	Iteration 29Q: 3 clusters Score -369337.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -369349.156250 Penalty: 2620.597656
	Iteration 30Q: 3 clusters Score -369349.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -369359.625000 Penalty: 2620.597656
	Iteration 31Q: 3 clusters Score -369359.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -369365.468750 Penalty: 2620.597656
	Iteration 32Q: 3 clusters Score -369365.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -369366.406250 Penalty: 2620.597656
	Iteration 33Q: 3 clusters Score -369366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -369368.937500 Penalty: 2620.597656
	Iteration 34Q: 3 clusters Score -369368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -369371.187500 Penalty: 2620.597656
	Iteration 35Q: 3 clusters Score -369371.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -369375.187500 Penalty: 2620.597656
	Iteration 36Q: 3 clusters Score -369375.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -369379.718750 Penalty: 2620.597656
	Iteration 37Q: 3 clusters Score -369379.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -369384.062500 Penalty: 2620.597656
	Iteration 38Q: 3 clusters Score -369384.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -369389.406250 Penalty: 2620.597656
	Iteration 39Q: 3 clusters Score -369389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -369393.375000 Penalty: 2620.597656
	Iteration 40F: 3 clusters Score -369393.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -369395.937500 Penalty: 2620.597656
	Iteration 41Q: 3 clusters Score -369395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -369401.375000 Penalty: 2620.597656
	Iteration 42Q: 3 clusters Score -369401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -369405.312500 Penalty: 2620.597656
	Iteration 43Q: 3 clusters Score -369405.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -369405.875000 Penalty: 2620.597656
	Iteration 44Q: 3 clusters Score -369405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -369405.875000 Penalty: 2620.597656
	Iteration 45F: 3 clusters Score -369405.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -660863.125000 Penalty: 1400.474487
	Iteration 0F: 2 clusters Score -660863.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -656618.062500 Penalty: 2800.948975
	Iteration 0F: 3 clusters Score -656618.1 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -657824.375000 Penalty: 2800.948975
	Iteration 1F: 3 clusters Score -657824.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -658045.000000 Penalty: 2800.948975
	Iteration 2F: 3 clusters Score -658045 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -658210.687500 Penalty: 2800.948975
	Iteration 3F: 3 clusters Score -658210.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -658334.625000 Penalty: 2800.948975
	Iteration 4Q: 3 clusters Score -658334.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -658453.937500 Penalty: 2800.948975
	Iteration 5Q: 3 clusters Score -658453.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -658563.062500 Penalty: 2800.948975
	Iteration 6Q: 3 clusters Score -658563.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -658661.500000 Penalty: 2800.948975
	Iteration 7Q: 3 clusters Score -658661.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -658740.062500 Penalty: 2800.948975
	Iteration 8Q: 3 clusters Score -658740.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -658816.250000 Penalty: 2800.948975
	Iteration 9Q: 3 clusters Score -658816.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -658885.187500 Penalty: 2800.948975
	Iteration 10Q: 3 clusters Score -658885.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -658946.312500 Penalty: 2800.948975
	Iteration 11Q: 3 clusters Score -658946.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -659003.812500 Penalty: 2800.948975
	Iteration 12Q: 3 clusters Score -659003.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -659059.750000 Penalty: 2800.948975
	Iteration 13Q: 3 clusters Score -659059.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -659103.125000 Penalty: 2800.948975
	Iteration 14Q: 3 clusters Score -659103.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -659141.062500 Penalty: 2800.948975
	Iteration 15Q: 3 clusters Score -659141.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -659165.875000 Penalty: 2800.948975
	Iteration 16Q: 3 clusters Score -659165.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -659186.750000 Penalty: 2800.948975
	Iteration 17Q: 3 clusters Score -659186.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -659205.375000 Penalty: 2800.948975
	Iteration 18Q: 3 clusters Score -659205.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -659219.687500 Penalty: 2800.948975
	Iteration 19Q: 3 clusters Score -659219.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -659234.500000 Penalty: 2800.948975
	Iteration 20F: 3 clusters Score -659234.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -659245.062500 Penalty: 2800.948975
	Iteration 21Q: 3 clusters Score -659245.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -659254.062500 Penalty: 2800.948975
	Iteration 22Q: 3 clusters Score -659254.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -659262.687500 Penalty: 2800.948975
	Iteration 23Q: 3 clusters Score -659262.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -659268.125000 Penalty: 2800.948975
	Iteration 24Q: 3 clusters Score -659268.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -659274.562500 Penalty: 2800.948975
	Iteration 25Q: 3 clusters Score -659274.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -659277.875000 Penalty: 2800.948975
	Iteration 26Q: 3 clusters Score -659277.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -659282.375000 Penalty: 2800.948975
	Iteration 27Q: 3 clusters Score -659282.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -659284.812500 Penalty: 2800.948975
	Iteration 28Q: 3 clusters Score -659284.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -659286.625000 Penalty: 2800.948975
	Iteration 29Q: 3 clusters Score -659286.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -659286.562500 Penalty: 2800.948975
	Iteration 30Q: 3 clusters Score -659286.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -659288.562500 Penalty: 2800.948975
	Iteration 31Q: 3 clusters Score -659288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -659290.125000 Penalty: 2800.948975
	Iteration 32Q: 3 clusters Score -659290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -659291.625000 Penalty: 2800.948975
	Iteration 33Q: 3 clusters Score -659291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -659292.500000 Penalty: 2800.948975
	Iteration 34Q: 3 clusters Score -659292.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -659293.312500 Penalty: 2800.948975
	Iteration 35Q: 3 clusters Score -659293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -659294.125000 Penalty: 2800.948975
	Iteration 36Q: 3 clusters Score -659294.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -659294.125000 Penalty: 2800.948975
	Iteration 37F: 3 clusters Score -659294.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (67402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Entering Unmasked Estep 
Score: -8506028.000000 Penalty: 1806.744873
	Iteration 0F: 2 clusters Score -8506028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -8462860.000000 Penalty: 3613.489746
	Iteration 0F: 3 clusters Score -8462860 nChanged 32041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -8481307.000000 Penalty: 3613.489746
	Iteration 1F: 3 clusters Score -8481307 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -8481975.000000 Penalty: 3613.489746
	Iteration 2Q: 3 clusters Score -8481975 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -8482887.000000 Penalty: 3613.489746
	Iteration 3Q: 3 clusters Score -8482887 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -8484302.000000 Penalty: 3613.489746
	Iteration 4Q: 3 clusters Score -8484302 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -8486621.000000 Penalty: 3613.489746
	Iteration 5F: 3 clusters Score -8486621 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -8490343.000000 Penalty: 3613.489746
	Iteration 6F: 3 clusters Score -8490343 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -8495088.000000 Penalty: 3613.489746
	Iteration 7F: 3 clusters Score -8495088 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -8499622.000000 Penalty: 3613.489746
	Iteration 8F: 3 clusters Score -8499622 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8502410.000000 Penalty: 3613.489746
	Iteration 9Q: 3 clusters Score -8502410 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8503572.000000 Penalty: 3613.489746
	Iteration 10Q: 3 clusters Score -8503572 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8504029.000000 Penalty: 3613.489746
	Iteration 11Q: 3 clusters Score -8504029 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8504178.000000 Penalty: 3613.489746
	Iteration 12Q: 3 clusters Score -8504178 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8504262.000000 Penalty: 3613.489746
	Iteration 13Q: 3 clusters Score -8504262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8504304.000000 Penalty: 3613.489746
	Iteration 14Q: 3 clusters Score -8504304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8504324.000000 Penalty: 3613.489746
	Iteration 15Q: 3 clusters Score -8504324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8504339.000000 Penalty: 3613.489746
	Iteration 16Q: 3 clusters Score -8504339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8504365.000000 Penalty: 3613.489746
	Iteration 17Q: 3 clusters Score -8504365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8504386.000000 Penalty: 3613.489746
	Iteration 18Q: 3 clusters Score -8504386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8504386.000000 Penalty: 3613.489746
	Iteration 19Q: 3 clusters Score -8504386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8504389.000000 Penalty: 3613.489746
	Iteration 20F: 3 clusters Score -8504389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8504390.000000 Penalty: 3613.489746
	Iteration 21Q: 3 clusters Score -8504390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8504390.000000 Penalty: 3613.489746
	Iteration 22F: 3 clusters Score -8504390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Entering Unmasked Estep 
Score: -142636.937500 Penalty: 1158.901001
	Iteration 0F: 2 clusters Score -142636.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -141046.718750 Penalty: 2317.802002
	Iteration 0F: 3 clusters Score -141046.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -141434.015625 Penalty: 2317.802002
	Iteration 1F: 3 clusters Score -141434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -141654.453125 Penalty: 2317.802002
	Iteration 2F: 3 clusters Score -141654.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -141845.312500 Penalty: 2317.802002
	Iteration 3F: 3 clusters Score -141845.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -141959.562500 Penalty: 2317.802002
	Iteration 4F: 3 clusters Score -141959.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -142053.656250 Penalty: 2317.802002
	Iteration 5Q: 3 clusters Score -142053.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142100.718750 Penalty: 2317.802002
	Iteration 6Q: 3 clusters Score -142100.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -142125.218750 Penalty: 2317.802002
	Iteration 7Q: 3 clusters Score -142125.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -142139.281250 Penalty: 2317.802002
	Iteration 8Q: 3 clusters Score -142139.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -142148.671875 Penalty: 2317.802002
	Iteration 9Q: 3 clusters Score -142148.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -142158.218750 Penalty: 2317.802002
	Iteration 10Q: 3 clusters Score -142158.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -142167.406250 Penalty: 2317.802002
	Iteration 11Q: 3 clusters Score -142167.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -142177.406250 Penalty: 2317.802002
	Iteration 12Q: 3 clusters Score -142177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -142187.203125 Penalty: 2317.802002
	Iteration 13Q: 3 clusters Score -142187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142194.156250 Penalty: 2317.802002
	Iteration 14Q: 3 clusters Score -142194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142199.531250 Penalty: 2317.802002
	Iteration 15Q: 3 clusters Score -142199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -142203.046875 Penalty: 2317.802002
	Iteration 16Q: 3 clusters Score -142203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142205.125000 Penalty: 2317.802002
	Iteration 17Q: 3 clusters Score -142205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142206.078125 Penalty: 2317.802002
	Iteration 18Q: 3 clusters Score -142206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142206.078125 Penalty: 2317.802002
	Iteration 19F: 3 clusters Score -142206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -24747.648438 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -24747.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24011.537109 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -24011.54 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24182.166016 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -24182.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24231.050781 Penalty: 1849.366821
	Iteration 2Q: 3 clusters Score -24231.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24258.375000 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -24258.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24282.146484 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -24282.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24322.357422 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -24322.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24387.923828 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -24387.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24402.640625 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -24402.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24428.701172 Penalty: 1849.366821
	Iteration 8Q: 3 clusters Score -24428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24451.158203 Penalty: 1849.366821
	Iteration 9Q: 3 clusters Score -24451.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24484.476562 Penalty: 1849.366821
	Iteration 10Q: 3 clusters Score -24484.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24517.431641 Penalty: 1849.366821
	Iteration 11Q: 3 clusters Score -24517.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24532.541016 Penalty: 1849.366821
	Iteration 12Q: 3 clusters Score -24532.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24564.123047 Penalty: 1849.366821
	Iteration 13Q: 3 clusters Score -24564.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24625.115234 Penalty: 1849.366821
	Iteration 14Q: 3 clusters Score -24625.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24694.949219 Penalty: 1849.366821
	Iteration 15Q: 3 clusters Score -24694.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24734.660156 Penalty: 1849.366821
	Iteration 16Q: 3 clusters Score -24734.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24756.119141 Penalty: 1849.366821
	Iteration 17Q: 3 clusters Score -24756.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24785.326172 Penalty: 1849.366821
	Iteration 18Q: 3 clusters Score -24785.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24812.490234 Penalty: 1849.366821
	Iteration 19Q: 3 clusters Score -24812.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24843.294922 Penalty: 1849.366821
	Iteration 20F: 3 clusters Score -24843.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24980.619141 Penalty: 1849.366821
	Iteration 21Q: 3 clusters Score -24980.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25040.820312 Penalty: 1849.366821
	Iteration 22Q: 3 clusters Score -25040.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25054.990234 Penalty: 1849.366821
	Iteration 23Q: 3 clusters Score -25054.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25054.990234 Penalty: 1849.366821
	Iteration 24F: 3 clusters Score -25054.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14211 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88150 members 
Mstep: Class 5 contains 27676 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 3797 members 
Mstep: Class 8 contains 64576 members 
Mstep: Class 9 contains 84946 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 34337 members 
Mstep: Class 14 contains 16465 members 
Mstep: Class 15 contains 92545 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 12196 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53391 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 88350 members 
Mstep: Class 23 contains 81162 members 
Mstep: Class 24 contains 2069 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 67402 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 108 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9737 members 
Mstep: Class 33 contains 188 members 
Mstep: Class 34 contains 52216 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
Score: -102242816.000000 Penalty: 77592.265625
Splitting cluster 29 changes total score from -102243856.000000 to -102242816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -62361.203125 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -62361.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61200.718750 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -61200.72 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61513.378906 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -61513.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61689.542969 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -61689.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61801.304688 Penalty: 2087.027344
	Iteration 3F: 3 clusters Score -61801.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61850.535156 Penalty: 2087.027344
	Iteration 4Q: 3 clusters Score -61850.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61880.730469 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -61880.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61904.066406 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -61904.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61928.148438 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -61928.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61951.246094 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -61951.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61974.363281 Penalty: 2087.027344
	Iteration 9Q: 3 clusters Score -61974.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62003.738281 Penalty: 2087.027344
	Iteration 10Q: 3 clusters Score -62003.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62048.722656 Penalty: 2087.027344
	Iteration 11Q: 3 clusters Score -62048.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62102.875000 Penalty: 2087.027344
	Iteration 12Q: 3 clusters Score -62102.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62171.890625 Penalty: 2087.027344
	Iteration 13Q: 3 clusters Score -62171.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62241.570312 Penalty: 2087.027344
	Iteration 14Q: 3 clusters Score -62241.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62258.355469 Penalty: 2087.027344
	Iteration 15Q: 3 clusters Score -62258.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62268.203125 Penalty: 2087.027344
	Iteration 16Q: 3 clusters Score -62268.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62278.292969 Penalty: 2087.027344
	Iteration 17Q: 3 clusters Score -62278.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62285.609375 Penalty: 2087.027344
	Iteration 18Q: 3 clusters Score -62285.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62288.125000 Penalty: 2087.027344
	Iteration 19Q: 3 clusters Score -62288.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62288.125000 Penalty: 2087.027344
	Iteration 20F: 3 clusters Score -62288.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15654.929688 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -15654.93 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 132 members 
Entering Unmasked Estep 
Score: -15042.776367 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -15042.78 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15225.613281 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -15225.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15287.733398 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -15287.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15310.593750 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -15310.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15329.336914 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -15329.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15333.708984 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -15333.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15350.942383 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -15350.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15356.054688 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -15356.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15362.358398 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -15362.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15408.699219 Penalty: 1787.908936
	Iteration 9Q: 3 clusters Score -15408.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15410.297852 Penalty: 1787.908936
	Iteration 10Q: 3 clusters Score -15410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15410.297852 Penalty: 1787.908936
	Iteration 11F: 3 clusters Score -15410.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Entering Unmasked Estep 
Score: -1180841.750000 Penalty: 1492.349365
	Iteration 0F: 2 clusters Score -1180842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1173877.375000 Penalty: 2984.698730
	Iteration 0F: 3 clusters Score -1173877 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1176346.000000 Penalty: 2984.698730
	Iteration 1F: 3 clusters Score -1176346 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1176832.125000 Penalty: 2984.698730
	Iteration 2F: 3 clusters Score -1176832 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1177326.625000 Penalty: 2984.698730
	Iteration 3F: 3 clusters Score -1177327 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1177883.625000 Penalty: 2984.698730
	Iteration 4F: 3 clusters Score -1177884 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1178427.625000 Penalty: 2984.698730
	Iteration 5F: 3 clusters Score -1178428 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1178868.750000 Penalty: 2984.698730
	Iteration 6F: 3 clusters Score -1178869 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1179241.000000 Penalty: 2984.698730
	Iteration 7Q: 3 clusters Score -1179241 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1179516.500000 Penalty: 2984.698730
	Iteration 8Q: 3 clusters Score -1179516 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1179673.500000 Penalty: 2984.698730
	Iteration 9Q: 3 clusters Score -1179674 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1179772.875000 Penalty: 2984.698730
	Iteration 10Q: 3 clusters Score -1179773 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1179828.000000 Penalty: 2984.698730
	Iteration 11Q: 3 clusters Score -1179828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1179862.500000 Penalty: 2984.698730
	Iteration 12Q: 3 clusters Score -1179862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1179881.250000 Penalty: 2984.698730
	Iteration 13Q: 3 clusters Score -1179881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1179895.625000 Penalty: 2984.698730
	Iteration 14Q: 3 clusters Score -1179896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1179904.000000 Penalty: 2984.698730
	Iteration 15Q: 3 clusters Score -1179904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1179912.875000 Penalty: 2984.698730
	Iteration 16Q: 3 clusters Score -1179913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1179915.375000 Penalty: 2984.698730
	Iteration 17Q: 3 clusters Score -1179915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1179918.875000 Penalty: 2984.698730
	Iteration 18Q: 3 clusters Score -1179919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1179921.500000 Penalty: 2984.698730
	Iteration 19Q: 3 clusters Score -1179922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1179924.125000 Penalty: 2984.698730
	Iteration 20F: 3 clusters Score -1179924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1179924.500000 Penalty: 2984.698730
	Iteration 21Q: 3 clusters Score -1179924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1179925.125000 Penalty: 2984.698730
	Iteration 22Q: 3 clusters Score -1179925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1179925.125000 Penalty: 2984.698730
	Iteration 23F: 3 clusters Score -1179925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (52216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Entering Unmasked Estep 
Score: -6618726.500000 Penalty: 1765.260864
	Iteration 0F: 2 clusters Score -6618726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -6584259.500000 Penalty: 3530.521729
	Iteration 0F: 3 clusters Score -6584260 nChanged 24678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -6598184.500000 Penalty: 3530.521729
	Iteration 1F: 3 clusters Score -6598184 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -6598750.500000 Penalty: 3530.521729
	Iteration 2Q: 3 clusters Score -6598750 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -6599385.500000 Penalty: 3530.521729
	Iteration 3Q: 3 clusters Score -6599386 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -6600066.500000 Penalty: 3530.521729
	Iteration 4Q: 3 clusters Score -6600066 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -6600825.000000 Penalty: 3530.521729
	Iteration 5Q: 3 clusters Score -6600825 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -6601813.000000 Penalty: 3530.521729
	Iteration 6Q: 3 clusters Score -6601813 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -6603107.500000 Penalty: 3530.521729
	Iteration 7Q: 3 clusters Score -6603108 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -6604600.500000 Penalty: 3530.521729
	Iteration 8Q: 3 clusters Score -6604600 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -6606357.500000 Penalty: 3530.521729
	Iteration 9F: 3 clusters Score -6606358 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -6608191.000000 Penalty: 3530.521729
	Iteration 10F: 3 clusters Score -6608191 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -6610014.500000 Penalty: 3530.521729
	Iteration 11F: 3 clusters Score -6610014 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -6611738.000000 Penalty: 3530.521729
	Iteration 12Q: 3 clusters Score -6611738 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -6613290.000000 Penalty: 3530.521729
	Iteration 13Q: 3 clusters Score -6613290 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -6614579.500000 Penalty: 3530.521729
	Iteration 14Q: 3 clusters Score -6614580 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6615568.000000 Penalty: 3530.521729
	Iteration 15Q: 3 clusters Score -6615568 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6616283.500000 Penalty: 3530.521729
	Iteration 16Q: 3 clusters Score -6616284 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6616716.000000 Penalty: 3530.521729
	Iteration 17Q: 3 clusters Score -6616716 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6616933.500000 Penalty: 3530.521729
	Iteration 18Q: 3 clusters Score -6616934 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6617059.500000 Penalty: 3530.521729
	Iteration 19Q: 3 clusters Score -6617060 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6617149.500000 Penalty: 3530.521729
	Iteration 20F: 3 clusters Score -6617150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6617208.000000 Penalty: 3530.521729
	Iteration 21Q: 3 clusters Score -6617208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6617233.500000 Penalty: 3530.521729
	Iteration 22Q: 3 clusters Score -6617234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6617248.500000 Penalty: 3530.521729
	Iteration 23Q: 3 clusters Score -6617248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6617263.500000 Penalty: 3530.521729
	Iteration 24Q: 3 clusters Score -6617264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6617265.500000 Penalty: 3530.521729
	Iteration 25Q: 3 clusters Score -6617266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6617272.500000 Penalty: 3530.521729
	Iteration 26Q: 3 clusters Score -6617272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6617277.500000 Penalty: 3530.521729
	Iteration 27Q: 3 clusters Score -6617278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6617277.000000 Penalty: 3530.521729
	Iteration 28Q: 3 clusters Score -6617277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6617277.500000 Penalty: 3530.521729
	Iteration 29Q: 3 clusters Score -6617278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6617276.000000 Penalty: 3530.521729
	Iteration 30Q: 3 clusters Score -6617276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6617282.000000 Penalty: 3530.521729
	Iteration 31Q: 3 clusters Score -6617282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6617282.000000 Penalty: 3530.521729
	Iteration 32F: 3 clusters Score -6617282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -173651.578125 Penalty: 1193.516846
	Iteration 0F: 2 clusters Score -173651.6 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 786 members 
Entering Unmasked Estep 
Score: -171901.796875 Penalty: 2387.033691
	Iteration 0F: 3 clusters Score -171901.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -172312.062500 Penalty: 2387.033691
	Iteration 1F: 3 clusters Score -172312.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -172504.250000 Penalty: 2387.033691
	Iteration 2F: 3 clusters Score -172504.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -172759.531250 Penalty: 2387.033691
	Iteration 3F: 3 clusters Score -172759.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -173076.343750 Penalty: 2387.033691
	Iteration 4F: 3 clusters Score -173076.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -173332.796875 Penalty: 2387.033691
	Iteration 5F: 3 clusters Score -173332.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -173472.000000 Penalty: 2387.033691
	Iteration 6F: 3 clusters Score -173472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -173522.171875 Penalty: 2387.033691
	Iteration 7Q: 3 clusters Score -173522.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -173543.062500 Penalty: 2387.033691
	Iteration 8Q: 3 clusters Score -173543.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -173555.296875 Penalty: 2387.033691
	Iteration 9Q: 3 clusters Score -173555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -173561.437500 Penalty: 2387.033691
	Iteration 10Q: 3 clusters Score -173561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -173564.296875 Penalty: 2387.033691
	Iteration 11Q: 3 clusters Score -173564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -173564.296875 Penalty: 2387.033691
	Iteration 12F: 3 clusters Score -173564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14211 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88150 members 
Mstep: Class 5 contains 27676 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 3797 members 
Mstep: Class 8 contains 64576 members 
Mstep: Class 9 contains 84946 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 34337 members 
Mstep: Class 14 contains 16465 members 
Mstep: Class 15 contains 92545 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 12196 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53391 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 88350 members 
Mstep: Class 23 contains 81162 members 
Mstep: Class 24 contains 2069 members 
Mstep: Class 25 contains 3176 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 67402 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9737 members 
Mstep: Class 34 contains 52216 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243848.000000 Penalty: 75375.343750
Iteration 319Q: 35 clusters Score -1.022438e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88105 members 
Mstep: Class 5 contains 27602 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 3800 members 
Mstep: Class 8 contains 64466 members 
Mstep: Class 9 contains 85094 members 
Mstep: Class 10 contains 9684 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8981 members 
Mstep: Class 13 contains 34318 members 
Mstep: Class 14 contains 16425 members 
Mstep: Class 15 contains 92554 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 12198 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53421 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 88308 members 
Mstep: Class 23 contains 81315 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 67416 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9732 members 
Mstep: Class 34 contains 52183 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243904.000000 Penalty: 75375.343750
Iteration 320F: 35 clusters Score -1.022439e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88065 members 
Mstep: Class 5 contains 27539 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 3800 members 
Mstep: Class 8 contains 64346 members 
Mstep: Class 9 contains 85177 members 
Mstep: Class 10 contains 9682 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 34299 members 
Mstep: Class 14 contains 16386 members 
Mstep: Class 15 contains 92560 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 12206 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53452 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 88301 members 
Mstep: Class 23 contains 81472 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 67429 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9731 members 
Mstep: Class 34 contains 52167 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243872.000000 Penalty: 75375.343750
Iteration 321Q: 35 clusters Score -1.022439e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 88019 members 
Mstep: Class 5 contains 27469 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 64243 members 
Mstep: Class 9 contains 85286 members 
Mstep: Class 10 contains 9684 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 34283 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 15 contains 92553 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 12213 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53491 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 88295 members 
Mstep: Class 23 contains 81603 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 67429 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9737 members 
Mstep: Class 34 contains 52142 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243712.000000 Penalty: 75375.343750
Iteration 322Q: 35 clusters Score -1.022437e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87979 members 
Mstep: Class 5 contains 27388 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 3798 members 
Mstep: Class 8 contains 64163 members 
Mstep: Class 9 contains 85420 members 
Mstep: Class 10 contains 9686 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8986 members 
Mstep: Class 13 contains 34263 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 92516 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 12220 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53519 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 88280 members 
Mstep: Class 23 contains 81741 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 67448 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9736 members 
Mstep: Class 34 contains 52113 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243552.000000 Penalty: 75375.343750
Iteration 323Q: 35 clusters Score -1.022436e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14229 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87965 members 
Mstep: Class 5 contains 27299 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 3796 members 
Mstep: Class 8 contains 64093 members 
Mstep: Class 9 contains 85543 members 
Mstep: Class 10 contains 9688 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8985 members 
Mstep: Class 13 contains 34236 members 
Mstep: Class 14 contains 16295 members 
Mstep: Class 15 contains 92503 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 12227 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53540 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 88259 members 
Mstep: Class 23 contains 81865 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 67471 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9734 members 
Mstep: Class 34 contains 52088 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243608.000000 Penalty: 75375.343750
Iteration 324Q: 35 clusters Score -1.022436e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87948 members 
Mstep: Class 5 contains 27213 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 3795 members 
Mstep: Class 8 contains 64047 members 
Mstep: Class 9 contains 85629 members 
Mstep: Class 10 contains 9689 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 34208 members 
Mstep: Class 14 contains 16263 members 
Mstep: Class 15 contains 92515 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 12231 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53572 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 88233 members 
Mstep: Class 23 contains 81979 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 67485 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9739 members 
Mstep: Class 34 contains 52050 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243912.000000 Penalty: 75375.343750
Iteration 325Q: 35 clusters Score -1.022439e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14237 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87952 members 
Mstep: Class 5 contains 27098 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 3796 members 
Mstep: Class 8 contains 64018 members 
Mstep: Class 9 contains 85688 members 
Mstep: Class 10 contains 9689 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 34179 members 
Mstep: Class 14 contains 16229 members 
Mstep: Class 15 contains 92504 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 12236 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53599 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 88240 members 
Mstep: Class 23 contains 82107 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 67487 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9740 members 
Mstep: Class 34 contains 52030 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243720.000000 Penalty: 75375.343750
Iteration 326Q: 35 clusters Score -1.022437e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87950 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 63986 members 
Mstep: Class 9 contains 85741 members 
Mstep: Class 10 contains 9686 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8986 members 
Mstep: Class 13 contains 34159 members 
Mstep: Class 14 contains 16192 members 
Mstep: Class 15 contains 92507 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 12234 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53622 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 88265 members 
Mstep: Class 23 contains 82211 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 67488 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 34 contains 52005 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243800.000000 Penalty: 75375.343750
Iteration 327Q: 35 clusters Score -1.022438e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87937 members 
Mstep: Class 5 contains 26882 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 3803 members 
Mstep: Class 8 contains 63990 members 
Mstep: Class 9 contains 85785 members 
Mstep: Class 10 contains 9681 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8987 members 
Mstep: Class 13 contains 34136 members 
Mstep: Class 14 contains 16157 members 
Mstep: Class 15 contains 92547 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 12240 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53649 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 88233 members 
Mstep: Class 23 contains 82311 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 67504 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9743 members 
Mstep: Class 34 contains 51976 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243544.000000 Penalty: 75375.343750
Iteration 328Q: 35 clusters Score -1.022435e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87932 members 
Mstep: Class 5 contains 26775 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 64005 members 
Mstep: Class 9 contains 85848 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8986 members 
Mstep: Class 13 contains 34119 members 
Mstep: Class 14 contains 16125 members 
Mstep: Class 15 contains 92563 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 12243 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53677 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 88200 members 
Mstep: Class 23 contains 82394 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 67505 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9745 members 
Mstep: Class 34 contains 51950 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243456.000000 Penalty: 75375.343750
Iteration 329Q: 35 clusters Score -1.022435e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87889 members 
Mstep: Class 5 contains 26669 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 3810 members 
Mstep: Class 8 contains 64014 members 
Mstep: Class 9 contains 85937 members 
Mstep: Class 10 contains 9674 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 34100 members 
Mstep: Class 14 contains 16108 members 
Mstep: Class 15 contains 92582 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 12249 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53694 members 
Mstep: Class 20 contains 3387 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 88171 members 
Mstep: Class 23 contains 82463 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 67517 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9750 members 
Mstep: Class 34 contains 51939 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243488.000000 Penalty: 75375.343750
Iteration 330Q: 35 clusters Score -1.022435e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87852 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3814 members 
Mstep: Class 8 contains 64008 members 
Mstep: Class 9 contains 86019 members 
Mstep: Class 10 contains 9671 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 34086 members 
Mstep: Class 14 contains 16091 members 
Mstep: Class 15 contains 92583 members 
Mstep: Class 16 contains 1448 members 
Mstep: Class 17 contains 12258 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53716 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 88163 members 
Mstep: Class 23 contains 82541 members 
Mstep: Class 24 contains 2069 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 67519 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9750 members 
Mstep: Class 34 contains 51920 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243344.000000 Penalty: 75375.343750
Iteration 331Q: 35 clusters Score -1.022433e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87825 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 8 contains 64017 members 
Mstep: Class 9 contains 86099 members 
Mstep: Class 10 contains 9669 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8992 members 
Mstep: Class 13 contains 34068 members 
Mstep: Class 14 contains 16074 members 
Mstep: Class 15 contains 92632 members 
Mstep: Class 16 contains 1448 members 
Mstep: Class 17 contains 12267 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53726 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 88127 members 
Mstep: Class 23 contains 82588 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 3177 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 67533 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9748 members 
Mstep: Class 34 contains 51897 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243344.000000 Penalty: 75375.343750
Iteration 332Q: 35 clusters Score -1.022433e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87801 members 
Mstep: Class 5 contains 26373 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 8 contains 64011 members 
Mstep: Class 9 contains 86168 members 
Mstep: Class 10 contains 9664 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8996 members 
Mstep: Class 13 contains 34057 members 
Mstep: Class 14 contains 16058 members 
Mstep: Class 15 contains 92677 members 
Mstep: Class 16 contains 1448 members 
Mstep: Class 17 contains 12272 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53725 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 88118 members 
Mstep: Class 23 contains 82624 members 
Mstep: Class 24 contains 2070 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 67544 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9749 members 
Mstep: Class 34 contains 51893 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243416.000000 Penalty: 75375.343750
Iteration 333Q: 35 clusters Score -1.022434e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87755 members 
Mstep: Class 5 contains 26285 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 64007 members 
Mstep: Class 9 contains 86258 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8998 members 
Mstep: Class 13 contains 34049 members 
Mstep: Class 14 contains 16038 members 
Mstep: Class 15 contains 92712 members 
Mstep: Class 16 contains 1448 members 
Mstep: Class 17 contains 12272 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53742 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 88091 members 
Mstep: Class 23 contains 82682 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 67550 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9742 members 
Mstep: Class 34 contains 51882 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243320.000000 Penalty: 75375.343750
Iteration 334Q: 35 clusters Score -1.022433e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87742 members 
Mstep: Class 5 contains 26182 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 63998 members 
Mstep: Class 9 contains 86346 members 
Mstep: Class 10 contains 9663 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9002 members 
Mstep: Class 13 contains 34042 members 
Mstep: Class 14 contains 16011 members 
Mstep: Class 15 contains 92760 members 
Mstep: Class 16 contains 1448 members 
Mstep: Class 17 contains 12274 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53754 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 88081 members 
Mstep: Class 23 contains 82704 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67547 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9740 members 
Mstep: Class 34 contains 51882 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243656.000000 Penalty: 75375.343750
Iteration 335Q: 35 clusters Score -1.022437e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87733 members 
Mstep: Class 5 contains 26078 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 3826 members 
Mstep: Class 8 contains 63982 members 
Mstep: Class 9 contains 86472 members 
Mstep: Class 10 contains 9664 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9000 members 
Mstep: Class 13 contains 34029 members 
Mstep: Class 14 contains 15989 members 
Mstep: Class 15 contains 92768 members 
Mstep: Class 16 contains 1448 members 
Mstep: Class 17 contains 12273 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53764 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 88090 members 
Mstep: Class 23 contains 82717 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67550 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9740 members 
Mstep: Class 34 contains 51878 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243280.000000 Penalty: 75375.343750
Iteration 336Q: 35 clusters Score -1.022433e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87689 members 
Mstep: Class 5 contains 25970 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3829 members 
Mstep: Class 8 contains 63994 members 
Mstep: Class 9 contains 86608 members 
Mstep: Class 10 contains 9665 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9001 members 
Mstep: Class 13 contains 34011 members 
Mstep: Class 14 contains 15972 members 
Mstep: Class 15 contains 92752 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12278 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53770 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 88108 members 
Mstep: Class 23 contains 82738 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 67556 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9742 members 
Mstep: Class 34 contains 51868 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243664.000000 Penalty: 75375.343750
Iteration 337Q: 35 clusters Score -1.022437e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87657 members 
Mstep: Class 5 contains 25852 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3829 members 
Mstep: Class 8 contains 64013 members 
Mstep: Class 9 contains 86767 members 
Mstep: Class 10 contains 9664 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 8998 members 
Mstep: Class 13 contains 33997 members 
Mstep: Class 14 contains 15963 members 
Mstep: Class 15 contains 92737 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12279 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53784 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 88091 members 
Mstep: Class 23 contains 82749 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 67562 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9743 members 
Mstep: Class 34 contains 51866 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244000.000000 Penalty: 75375.343750
Iteration 338Q: 35 clusters Score -1.02244e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14233 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87616 members 
Mstep: Class 5 contains 25726 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 64040 members 
Mstep: Class 9 contains 86902 members 
Mstep: Class 10 contains 9665 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9002 members 
Mstep: Class 13 contains 33985 members 
Mstep: Class 14 contains 15947 members 
Mstep: Class 15 contains 92764 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12285 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53791 members 
Mstep: Class 20 contains 3387 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 88074 members 
Mstep: Class 23 contains 82746 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5547 members 
Mstep: Class 27 contains 67566 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9743 members 
Mstep: Class 34 contains 51872 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243976.000000 Penalty: 75375.343750
Iteration 339Q: 35 clusters Score -1.02244e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87567 members 
Mstep: Class 5 contains 25609 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 8 contains 64052 members 
Mstep: Class 9 contains 86999 members 
Mstep: Class 10 contains 9666 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9005 members 
Mstep: Class 13 contains 33969 members 
Mstep: Class 14 contains 15935 members 
Mstep: Class 15 contains 92797 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12295 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53799 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 88075 members 
Mstep: Class 23 contains 82756 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5547 members 
Mstep: Class 27 contains 67576 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9749 members 
Mstep: Class 34 contains 51877 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243872.000000 Penalty: 75375.343750
Iteration 340F: 35 clusters Score -1.022439e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87521 members 
Mstep: Class 5 contains 25479 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 64069 members 
Mstep: Class 9 contains 87133 members 
Mstep: Class 10 contains 9663 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9008 members 
Mstep: Class 13 contains 33955 members 
Mstep: Class 14 contains 15928 members 
Mstep: Class 15 contains 92838 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12296 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53801 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 88091 members 
Mstep: Class 23 contains 82718 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 3181 members 
Mstep: Class 26 contains 5545 members 
Mstep: Class 27 contains 67589 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9749 members 
Mstep: Class 34 contains 51885 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243840.000000 Penalty: 75375.343750
Iteration 341Q: 35 clusters Score -1.022438e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14229 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87481 members 
Mstep: Class 5 contains 25348 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3826 members 
Mstep: Class 8 contains 64096 members 
Mstep: Class 9 contains 87276 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9008 members 
Mstep: Class 13 contains 33946 members 
Mstep: Class 14 contains 15923 members 
Mstep: Class 15 contains 92895 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12299 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53813 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 88090 members 
Mstep: Class 23 contains 82655 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67595 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9750 members 
Mstep: Class 34 contains 51890 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243672.000000 Penalty: 75375.343750
Iteration 342Q: 35 clusters Score -1.022437e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87472 members 
Mstep: Class 5 contains 25208 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 8 contains 64117 members 
Mstep: Class 9 contains 87433 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9011 members 
Mstep: Class 13 contains 33936 members 
Mstep: Class 14 contains 15908 members 
Mstep: Class 15 contains 92922 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12299 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53821 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 88083 members 
Mstep: Class 23 contains 82608 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 3182 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67604 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9748 members 
Mstep: Class 34 contains 51888 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243440.000000 Penalty: 75375.343750
Iteration 343Q: 35 clusters Score -1.022434e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14229 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87444 members 
Mstep: Class 5 contains 25093 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 64135 members 
Mstep: Class 9 contains 87593 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9013 members 
Mstep: Class 13 contains 33926 members 
Mstep: Class 14 contains 15896 members 
Mstep: Class 15 contains 92963 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12302 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53824 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 88078 members 
Mstep: Class 23 contains 82531 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 3186 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67605 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9748 members 
Mstep: Class 34 contains 51897 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243448.000000 Penalty: 75375.343750
Iteration 344Q: 35 clusters Score -1.022434e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87407 members 
Mstep: Class 5 contains 24969 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 3831 members 
Mstep: Class 8 contains 64164 members 
Mstep: Class 9 contains 87766 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9013 members 
Mstep: Class 13 contains 33915 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 92983 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12304 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53820 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 88074 members 
Mstep: Class 23 contains 82484 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 3187 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67597 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9746 members 
Mstep: Class 34 contains 51908 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243408.000000 Penalty: 75375.343750
Iteration 345Q: 35 clusters Score -1.022434e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87368 members 
Mstep: Class 5 contains 24863 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 64199 members 
Mstep: Class 9 contains 87876 members 
Mstep: Class 10 contains 9658 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9013 members 
Mstep: Class 13 contains 33897 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 92979 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53821 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 88102 members 
Mstep: Class 23 contains 82471 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 3187 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 67593 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9746 members 
Mstep: Class 34 contains 51916 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243368.000000 Penalty: 75375.343750
Iteration 346Q: 35 clusters Score -1.022434e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87339 members 
Mstep: Class 5 contains 24744 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 3835 members 
Mstep: Class 8 contains 64230 members 
Mstep: Class 9 contains 87999 members 
Mstep: Class 10 contains 9657 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9012 members 
Mstep: Class 13 contains 33873 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 92990 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12317 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53821 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 88134 members 
Mstep: Class 23 contains 82437 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3186 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 67595 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 34 contains 51918 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243360.000000 Penalty: 75375.343750
Iteration 347Q: 35 clusters Score -1.022434e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87306 members 
Mstep: Class 5 contains 24617 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3837 members 
Mstep: Class 8 contains 64277 members 
Mstep: Class 9 contains 88126 members 
Mstep: Class 10 contains 9654 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9015 members 
Mstep: Class 13 contains 33852 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 92970 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12316 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53821 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 88172 members 
Mstep: Class 23 contains 82425 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3186 members 
Mstep: Class 26 contains 5547 members 
Mstep: Class 27 contains 67597 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9745 members 
Mstep: Class 34 contains 51922 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242944.000000 Penalty: 75375.343750
Iteration 348Q: 35 clusters Score -1.022429e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87263 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 64297 members 
Mstep: Class 9 contains 88240 members 
Mstep: Class 10 contains 9651 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9020 members 
Mstep: Class 13 contains 33829 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 92964 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 12310 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53818 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 88225 members 
Mstep: Class 23 contains 82416 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3187 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 67604 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9750 members 
Mstep: Class 34 contains 51924 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242920.000000 Penalty: 75375.343750
Iteration 349Q: 35 clusters Score -1.022429e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14229 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87230 members 
Mstep: Class 5 contains 24406 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 64320 members 
Mstep: Class 9 contains 88352 members 
Mstep: Class 10 contains 9650 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9029 members 
Mstep: Class 13 contains 33801 members 
Mstep: Class 14 contains 15873 members 
Mstep: Class 15 contains 92946 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53819 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 88265 members 
Mstep: Class 23 contains 82414 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3188 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 67603 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9752 members 
Mstep: Class 34 contains 51934 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242928.000000 Penalty: 75375.343750
Iteration 350Q: 35 clusters Score -1.022429e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14227 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87187 members 
Mstep: Class 5 contains 24308 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 8 contains 64346 members 
Mstep: Class 9 contains 88459 members 
Mstep: Class 10 contains 9650 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9029 members 
Mstep: Class 13 contains 33781 members 
Mstep: Class 14 contains 15873 members 
Mstep: Class 15 contains 92916 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 12313 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53823 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 88302 members 
Mstep: Class 23 contains 82426 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3188 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 67609 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9754 members 
Mstep: Class 34 contains 51933 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243008.000000 Penalty: 75375.343750
Iteration 351Q: 35 clusters Score -1.02243e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87147 members 
Mstep: Class 5 contains 24187 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3840 members 
Mstep: Class 8 contains 64373 members 
Mstep: Class 9 contains 88550 members 
Mstep: Class 10 contains 9650 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9032 members 
Mstep: Class 13 contains 33759 members 
Mstep: Class 14 contains 15868 members 
Mstep: Class 15 contains 92906 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 12318 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53830 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 88347 members 
Mstep: Class 23 contains 82439 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67610 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9758 members 
Mstep: Class 34 contains 51932 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242968.000000 Penalty: 75375.343750
Iteration 352Q: 35 clusters Score -1.02243e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87102 members 
Mstep: Class 5 contains 24065 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 64421 members 
Mstep: Class 9 contains 88635 members 
Mstep: Class 10 contains 9651 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9035 members 
Mstep: Class 13 contains 33734 members 
Mstep: Class 14 contains 15862 members 
Mstep: Class 15 contains 92911 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 12321 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53828 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 88372 members 
Mstep: Class 23 contains 82446 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3191 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 67624 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9763 members 
Mstep: Class 34 contains 51937 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242848.000000 Penalty: 75375.343750
Iteration 353Q: 35 clusters Score -1.022428e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14227 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87056 members 
Mstep: Class 5 contains 23950 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 64486 members 
Mstep: Class 9 contains 88716 members 
Mstep: Class 10 contains 9650 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9036 members 
Mstep: Class 13 contains 33718 members 
Mstep: Class 14 contains 15856 members 
Mstep: Class 15 contains 92918 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 12321 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53824 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 88387 members 
Mstep: Class 23 contains 82449 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3192 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 67626 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9766 members 
Mstep: Class 34 contains 51943 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242896.000000 Penalty: 75375.343750
Iteration 354Q: 35 clusters Score -1.022429e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 87031 members 
Mstep: Class 5 contains 23839 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 64537 members 
Mstep: Class 9 contains 88818 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9040 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 15852 members 
Mstep: Class 15 contains 92904 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 12317 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53823 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 88426 members 
Mstep: Class 23 contains 82422 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 67636 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9770 members 
Mstep: Class 34 contains 51946 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242760.000000 Penalty: 75375.343750
Iteration 355Q: 35 clusters Score -1.022428e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86984 members 
Mstep: Class 5 contains 23720 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 64593 members 
Mstep: Class 9 contains 88914 members 
Mstep: Class 10 contains 9647 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 33662 members 
Mstep: Class 14 contains 15847 members 
Mstep: Class 15 contains 92930 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12324 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53823 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 88473 members 
Mstep: Class 23 contains 82372 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 67644 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9775 members 
Mstep: Class 34 contains 51949 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242688.000000 Penalty: 75375.343750
Iteration 356Q: 35 clusters Score -1.022427e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14225 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86954 members 
Mstep: Class 5 contains 23583 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 3851 members 
Mstep: Class 8 contains 64647 members 
Mstep: Class 9 contains 89024 members 
Mstep: Class 10 contains 9647 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 33629 members 
Mstep: Class 14 contains 15844 members 
Mstep: Class 15 contains 92961 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12328 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53816 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 88501 members 
Mstep: Class 23 contains 82338 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 5545 members 
Mstep: Class 27 contains 67650 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9777 members 
Mstep: Class 34 contains 51950 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242752.000000 Penalty: 75375.343750
Iteration 357Q: 35 clusters Score -1.022428e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86921 members 
Mstep: Class 5 contains 23433 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 64696 members 
Mstep: Class 9 contains 89145 members 
Mstep: Class 10 contains 9646 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 33606 members 
Mstep: Class 14 contains 15845 members 
Mstep: Class 15 contains 92975 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12331 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53811 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 88508 members 
Mstep: Class 23 contains 82335 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 5545 members 
Mstep: Class 27 contains 67657 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9778 members 
Mstep: Class 34 contains 51960 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242904.000000 Penalty: 75375.343750
Iteration 358Q: 35 clusters Score -1.022429e+08 nChanged 1088
Entering ConstructFrom: 
Score: -102242904.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -41085.210938 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -41085.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40130.511719 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -40130.51 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40351.046875 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -40351.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40439.996094 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -40440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40487.847656 Penalty: 1958.406494
	Iteration 3Q: 3 clusters Score -40487.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40497.371094 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -40497.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40509.640625 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -40509.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40545.917969 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -40545.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40565.480469 Penalty: 1958.406494
	Iteration 7Q: 3 clusters Score -40565.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40570.281250 Penalty: 1958.406494
	Iteration 8Q: 3 clusters Score -40570.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40575.425781 Penalty: 1958.406494
	Iteration 9Q: 3 clusters Score -40575.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40577.015625 Penalty: 1958.406494
	Iteration 10Q: 3 clusters Score -40577.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40578.554688 Penalty: 1958.406494
	Iteration 11Q: 3 clusters Score -40578.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40578.554688 Penalty: 1958.406494
	Iteration 12F: 3 clusters Score -40578.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Entering Unmasked Estep 
Score: -1764413.000000 Penalty: 1553.936523
	Iteration 0F: 2 clusters Score -1764413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1754504.750000 Penalty: 3107.873047
	Iteration 0F: 3 clusters Score -1754505 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1757860.125000 Penalty: 3107.873047
	Iteration 1F: 3 clusters Score -1757860 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1758207.125000 Penalty: 3107.873047
	Iteration 2F: 3 clusters Score -1758207 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1758585.875000 Penalty: 3107.873047
	Iteration 3F: 3 clusters Score -1758586 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1759075.250000 Penalty: 3107.873047
	Iteration 4F: 3 clusters Score -1759075 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1759693.625000 Penalty: 3107.873047
	Iteration 5F: 3 clusters Score -1759694 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1760583.875000 Penalty: 3107.873047
	Iteration 6F: 3 clusters Score -1760584 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1761747.250000 Penalty: 3107.873047
	Iteration 7F: 3 clusters Score -1761747 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1762992.000000 Penalty: 3107.873047
	Iteration 8F: 3 clusters Score -1762992 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1763485.125000 Penalty: 3107.873047
	Iteration 9Q: 3 clusters Score -1763485 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1763563.875000 Penalty: 3107.873047
	Iteration 10Q: 3 clusters Score -1763564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1763585.500000 Penalty: 3107.873047
	Iteration 11Q: 3 clusters Score -1763586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1763595.000000 Penalty: 3107.873047
	Iteration 12Q: 3 clusters Score -1763595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1763601.125000 Penalty: 3107.873047
	Iteration 13Q: 3 clusters Score -1763601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1763604.125000 Penalty: 3107.873047
	Iteration 14Q: 3 clusters Score -1763604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1763608.750000 Penalty: 3107.873047
	Iteration 15Q: 3 clusters Score -1763609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1763610.750000 Penalty: 3107.873047
	Iteration 16Q: 3 clusters Score -1763611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1763608.875000 Penalty: 3107.873047
	Iteration 17Q: 3 clusters Score -1763609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1763611.875000 Penalty: 3107.873047
	Iteration 18Q: 3 clusters Score -1763612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1763609.875000 Penalty: 3107.873047
	Iteration 19Q: 3 clusters Score -1763610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1763610.250000 Penalty: 3107.873047
	Iteration 20F: 3 clusters Score -1763610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1763611.625000 Penalty: 3107.873047
	Iteration 21Q: 3 clusters Score -1763612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1763611.625000 Penalty: 3107.873047
	Iteration 22F: 3 clusters Score -1763612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -39657.300781 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -39657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38731.816406 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -38731.82 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38922.734375 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -38922.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39027.785156 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -39027.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39147.933594 Penalty: 1960.753052
	Iteration 3F: 3 clusters Score -39147.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39279.699219 Penalty: 1960.753052
	Iteration 4F: 3 clusters Score -39279.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39346.988281 Penalty: 1960.753052
	Iteration 5F: 3 clusters Score -39346.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39423.992188 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -39423.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39445.093750 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -39445.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39461.417969 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -39461.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39469.117188 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -39469.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39507.949219 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -39507.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39547.242188 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -39547.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39559.578125 Penalty: 1960.753052
	Iteration 12Q: 3 clusters Score -39559.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39566.882812 Penalty: 1960.753052
	Iteration 13Q: 3 clusters Score -39566.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39571.640625 Penalty: 1960.753052
	Iteration 14Q: 3 clusters Score -39571.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39577.738281 Penalty: 1960.753052
	Iteration 15Q: 3 clusters Score -39577.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39600.429688 Penalty: 1960.753052
	Iteration 16Q: 3 clusters Score -39600.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39609.308594 Penalty: 1960.753052
	Iteration 17Q: 3 clusters Score -39609.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39611.042969 Penalty: 1960.753052
	Iteration 18Q: 3 clusters Score -39611.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39611.042969 Penalty: 1960.753052
	Iteration 19F: 3 clusters Score -39611.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (86874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Entering Unmasked Estep 
Score: -10678803.000000 Penalty: 1847.984863
	Iteration 0F: 2 clusters Score -1.06788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -10620749.000000 Penalty: 3695.969727
	Iteration 0F: 3 clusters Score -1.062075e+07 nChanged 41510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -10644920.000000 Penalty: 3695.969727
	Iteration 1F: 3 clusters Score -1.064492e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -10645868.000000 Penalty: 3695.969727
	Iteration 2Q: 3 clusters Score -1.064587e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -10647588.000000 Penalty: 3695.969727
	Iteration 3Q: 3 clusters Score -1.064759e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -10650835.000000 Penalty: 3695.969727
	Iteration 4F: 3 clusters Score -1.065084e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -10656802.000000 Penalty: 3695.969727
	Iteration 5F: 3 clusters Score -1.06568e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -10664764.000000 Penalty: 3695.969727
	Iteration 6F: 3 clusters Score -1.066476e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -10671656.000000 Penalty: 3695.969727
	Iteration 7F: 3 clusters Score -1.067166e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -10675409.000000 Penalty: 3695.969727
	Iteration 8Q: 3 clusters Score -1.067541e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -10676576.000000 Penalty: 3695.969727
	Iteration 9Q: 3 clusters Score -1.067658e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -10676947.000000 Penalty: 3695.969727
	Iteration 10Q: 3 clusters Score -1.067695e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -10677036.000000 Penalty: 3695.969727
	Iteration 11Q: 3 clusters Score -1.067704e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -10677086.000000 Penalty: 3695.969727
	Iteration 12Q: 3 clusters Score -1.067709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -10677110.000000 Penalty: 3695.969727
	Iteration 13Q: 3 clusters Score -1.067711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -10677133.000000 Penalty: 3695.969727
	Iteration 14Q: 3 clusters Score -1.067713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -10677161.000000 Penalty: 3695.969727
	Iteration 15Q: 3 clusters Score -1.067716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -10677179.000000 Penalty: 3695.969727
	Iteration 16Q: 3 clusters Score -1.067718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
Score: -10677184.000000 Penalty: 3695.969727
	Iteration 17Q: 3 clusters Score -1.067718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -10677190.000000 Penalty: 3695.969727
	Iteration 18Q: 3 clusters Score -1.067719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -10677195.000000 Penalty: 3695.969727
	Iteration 19Q: 3 clusters Score -1.06772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -10677190.000000 Penalty: 3695.969727
	Iteration 20F: 3 clusters Score -1.067719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -10677201.000000 Penalty: 3695.969727
	Iteration 21Q: 3 clusters Score -1.06772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -10677197.000000 Penalty: 3695.969727
	Iteration 22Q: 3 clusters Score -1.06772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -10677197.000000 Penalty: 3695.969727
	Iteration 23F: 3 clusters Score -1.06772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Entering Unmasked Estep 
Score: -2889223.000000 Penalty: 1634.119995
	Iteration 0F: 2 clusters Score -2889223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2873526.500000 Penalty: 3268.239990
	Iteration 0F: 3 clusters Score -2873526 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2879349.750000 Penalty: 3268.239990
	Iteration 1F: 3 clusters Score -2879350 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2879737.750000 Penalty: 3268.239990
	Iteration 2Q: 3 clusters Score -2879738 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2880079.500000 Penalty: 3268.239990
	Iteration 3Q: 3 clusters Score -2880080 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2880381.250000 Penalty: 3268.239990
	Iteration 4Q: 3 clusters Score -2880381 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2880722.250000 Penalty: 3268.239990
	Iteration 5Q: 3 clusters Score -2880722 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2881126.500000 Penalty: 3268.239990
	Iteration 6Q: 3 clusters Score -2881126 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2881628.500000 Penalty: 3268.239990
	Iteration 7Q: 3 clusters Score -2881628 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2882261.750000 Penalty: 3268.239990
	Iteration 8Q: 3 clusters Score -2882262 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2883054.750000 Penalty: 3268.239990
	Iteration 9F: 3 clusters Score -2883055 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2883871.750000 Penalty: 3268.239990
	Iteration 10F: 3 clusters Score -2883872 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2884559.000000 Penalty: 3268.239990
	Iteration 11Q: 3 clusters Score -2884559 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2884971.000000 Penalty: 3268.239990
	Iteration 12Q: 3 clusters Score -2884971 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2885221.250000 Penalty: 3268.239990
	Iteration 13Q: 3 clusters Score -2885221 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2885363.250000 Penalty: 3268.239990
	Iteration 14Q: 3 clusters Score -2885363 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2885501.750000 Penalty: 3268.239990
	Iteration 15Q: 3 clusters Score -2885502 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2885626.250000 Penalty: 3268.239990
	Iteration 16Q: 3 clusters Score -2885626 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2885740.750000 Penalty: 3268.239990
	Iteration 17Q: 3 clusters Score -2885741 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2885838.000000 Penalty: 3268.239990
	Iteration 18Q: 3 clusters Score -2885838 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2885923.500000 Penalty: 3268.239990
	Iteration 19Q: 3 clusters Score -2885924 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2885979.250000 Penalty: 3268.239990
	Iteration 20F: 3 clusters Score -2885979 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2886028.500000 Penalty: 3268.239990
	Iteration 21Q: 3 clusters Score -2886028 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2886064.750000 Penalty: 3268.239990
	Iteration 22Q: 3 clusters Score -2886065 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2886107.500000 Penalty: 3268.239990
	Iteration 23Q: 3 clusters Score -2886108 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2886133.500000 Penalty: 3268.239990
	Iteration 24Q: 3 clusters Score -2886134 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2886157.000000 Penalty: 3268.239990
	Iteration 25Q: 3 clusters Score -2886157 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2886181.000000 Penalty: 3268.239990
	Iteration 26Q: 3 clusters Score -2886181 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2886206.500000 Penalty: 3268.239990
	Iteration 27Q: 3 clusters Score -2886206 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2886229.000000 Penalty: 3268.239990
	Iteration 28Q: 3 clusters Score -2886229 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2886261.000000 Penalty: 3268.239990
	Iteration 29Q: 3 clusters Score -2886261 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2886275.750000 Penalty: 3268.239990
	Iteration 30Q: 3 clusters Score -2886276 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2886291.000000 Penalty: 3268.239990
	Iteration 31Q: 3 clusters Score -2886291 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2886299.750000 Penalty: 3268.239990
	Iteration 32Q: 3 clusters Score -2886300 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2886323.000000 Penalty: 3268.239990
	Iteration 33Q: 3 clusters Score -2886323 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2886352.750000 Penalty: 3268.239990
	Iteration 34Q: 3 clusters Score -2886353 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2886366.000000 Penalty: 3268.239990
	Iteration 35Q: 3 clusters Score -2886366 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2886397.750000 Penalty: 3268.239990
	Iteration 36Q: 3 clusters Score -2886398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2886411.250000 Penalty: 3268.239990
	Iteration 37Q: 3 clusters Score -2886411 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2886414.250000 Penalty: 3268.239990
	Iteration 38Q: 3 clusters Score -2886414 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2886432.750000 Penalty: 3268.239990
	Iteration 39Q: 3 clusters Score -2886433 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2886459.750000 Penalty: 3268.239990
	Iteration 40F: 3 clusters Score -2886460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2886488.000000 Penalty: 3268.239990
	Iteration 41Q: 3 clusters Score -2886488 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2886510.750000 Penalty: 3268.239990
	Iteration 42Q: 3 clusters Score -2886511 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2886539.500000 Penalty: 3268.239990
	Iteration 43Q: 3 clusters Score -2886540 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2886568.250000 Penalty: 3268.239990
	Iteration 44Q: 3 clusters Score -2886568 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2886593.250000 Penalty: 3268.239990
	Iteration 45Q: 3 clusters Score -2886593 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2886621.000000 Penalty: 3268.239990
	Iteration 46Q: 3 clusters Score -2886621 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2886638.000000 Penalty: 3268.239990
	Iteration 47Q: 3 clusters Score -2886638 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2886665.500000 Penalty: 3268.239990
	Iteration 48Q: 3 clusters Score -2886666 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2886695.250000 Penalty: 3268.239990
	Iteration 49Q: 3 clusters Score -2886695 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2886712.250000 Penalty: 3268.239990
	Iteration 50Q: 3 clusters Score -2886712 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2886754.000000 Penalty: 3268.239990
	Iteration 51Q: 3 clusters Score -2886754 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2886786.000000 Penalty: 3268.239990
	Iteration 52Q: 3 clusters Score -2886786 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2886825.250000 Penalty: 3268.239990
	Iteration 53Q: 3 clusters Score -2886825 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2886867.000000 Penalty: 3268.239990
	Iteration 54Q: 3 clusters Score -2886867 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2886913.750000 Penalty: 3268.239990
	Iteration 55Q: 3 clusters Score -2886914 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2886957.500000 Penalty: 3268.239990
	Iteration 56Q: 3 clusters Score -2886958 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2887022.750000 Penalty: 3268.239990
	Iteration 57Q: 3 clusters Score -2887023 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2887080.000000 Penalty: 3268.239990
	Iteration 58Q: 3 clusters Score -2887080 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2887139.000000 Penalty: 3268.239990
	Iteration 59Q: 3 clusters Score -2887139 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2887205.750000 Penalty: 3268.239990
	Iteration 60F: 3 clusters Score -2887206 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2887267.250000 Penalty: 3268.239990
	Iteration 61Q: 3 clusters Score -2887267 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2887348.750000 Penalty: 3268.239990
	Iteration 62Q: 3 clusters Score -2887349 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2887435.500000 Penalty: 3268.239990
	Iteration 63Q: 3 clusters Score -2887436 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2887502.250000 Penalty: 3268.239990
	Iteration 64Q: 3 clusters Score -2887502 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2887560.500000 Penalty: 3268.239990
	Iteration 65Q: 3 clusters Score -2887560 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2887624.250000 Penalty: 3268.239990
	Iteration 66Q: 3 clusters Score -2887624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2887673.000000 Penalty: 3268.239990
	Iteration 67Q: 3 clusters Score -2887673 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2887700.750000 Penalty: 3268.239990
	Iteration 68Q: 3 clusters Score -2887701 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2887727.000000 Penalty: 3268.239990
	Iteration 69Q: 3 clusters Score -2887727 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2887746.750000 Penalty: 3268.239990
	Iteration 70Q: 3 clusters Score -2887747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2887762.500000 Penalty: 3268.239990
	Iteration 71Q: 3 clusters Score -2887762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2887783.250000 Penalty: 3268.239990
	Iteration 72Q: 3 clusters Score -2887783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2887801.500000 Penalty: 3268.239990
	Iteration 73Q: 3 clusters Score -2887802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2887823.250000 Penalty: 3268.239990
	Iteration 74Q: 3 clusters Score -2887823 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2887844.750000 Penalty: 3268.239990
	Iteration 75Q: 3 clusters Score -2887845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2887847.500000 Penalty: 3268.239990
	Iteration 76Q: 3 clusters Score -2887848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2887855.000000 Penalty: 3268.239990
	Iteration 77Q: 3 clusters Score -2887855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2887857.000000 Penalty: 3268.239990
	Iteration 78Q: 3 clusters Score -2887857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2887851.750000 Penalty: 3268.239990
	Iteration 79Q: 3 clusters Score -2887852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2887854.250000 Penalty: 3268.239990
	Iteration 80F: 3 clusters Score -2887854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2887856.000000 Penalty: 3268.239990
	Iteration 81Q: 3 clusters Score -2887856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2887857.500000 Penalty: 3268.239990
	Iteration 82Q: 3 clusters Score -2887858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2887860.000000 Penalty: 3268.239990
	Iteration 83Q: 3 clusters Score -2887860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2887859.500000 Penalty: 3268.239990
	Iteration 84Q: 3 clusters Score -2887860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2887862.250000 Penalty: 3268.239990
	Iteration 85Q: 3 clusters Score -2887862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2887863.750000 Penalty: 3268.239990
	Iteration 86Q: 3 clusters Score -2887864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2887864.250000 Penalty: 3268.239990
	Iteration 87Q: 3 clusters Score -2887864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2887870.500000 Penalty: 3268.239990
	Iteration 88Q: 3 clusters Score -2887870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2887870.500000 Penalty: 3268.239990
	Iteration 89Q: 3 clusters Score -2887870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2887871.250000 Penalty: 3268.239990
	Iteration 90Q: 3 clusters Score -2887871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2887874.500000 Penalty: 3268.239990
	Iteration 91Q: 3 clusters Score -2887874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2887876.000000 Penalty: 3268.239990
	Iteration 92Q: 3 clusters Score -2887876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2887874.750000 Penalty: 3268.239990
	Iteration 93Q: 3 clusters Score -2887875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2887872.250000 Penalty: 3268.239990
	Iteration 94Q: 3 clusters Score -2887872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2887873.500000 Penalty: 3268.239990
	Iteration 95Q: 3 clusters Score -2887874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2887874.250000 Penalty: 3268.239990
	Iteration 96Q: 3 clusters Score -2887874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2887874.250000 Penalty: 3268.239990
	Iteration 97F: 3 clusters Score -2887874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Entering Unmasked Estep 
Score: -408210.625000 Penalty: 1325.712402
	Iteration 0F: 2 clusters Score -408210.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -405191.875000 Penalty: 2651.424805
	Iteration 0F: 3 clusters Score -405191.9 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -406024.968750 Penalty: 2651.424805
	Iteration 1F: 3 clusters Score -406025 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -406246.687500 Penalty: 2651.424805
	Iteration 2F: 3 clusters Score -406246.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -406401.843750 Penalty: 2651.424805
	Iteration 3F: 3 clusters Score -406401.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -406523.781250 Penalty: 2651.424805
	Iteration 4Q: 3 clusters Score -406523.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -406647.718750 Penalty: 2651.424805
	Iteration 5Q: 3 clusters Score -406647.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -406742.625000 Penalty: 2651.424805
	Iteration 6Q: 3 clusters Score -406742.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -406820.281250 Penalty: 2651.424805
	Iteration 7Q: 3 clusters Score -406820.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -406876.906250 Penalty: 2651.424805
	Iteration 8Q: 3 clusters Score -406876.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -406939.281250 Penalty: 2651.424805
	Iteration 9Q: 3 clusters Score -406939.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -406999.968750 Penalty: 2651.424805
	Iteration 10Q: 3 clusters Score -407000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -407054.750000 Penalty: 2651.424805
	Iteration 11Q: 3 clusters Score -407054.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -407110.687500 Penalty: 2651.424805
	Iteration 12Q: 3 clusters Score -407110.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -407167.625000 Penalty: 2651.424805
	Iteration 13Q: 3 clusters Score -407167.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -407243.000000 Penalty: 2651.424805
	Iteration 14Q: 3 clusters Score -407243 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -407300.718750 Penalty: 2651.424805
	Iteration 15Q: 3 clusters Score -407300.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -407353.812500 Penalty: 2651.424805
	Iteration 16Q: 3 clusters Score -407353.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -407417.375000 Penalty: 2651.424805
	Iteration 17Q: 3 clusters Score -407417.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -407475.531250 Penalty: 2651.424805
	Iteration 18Q: 3 clusters Score -407475.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -407518.875000 Penalty: 2651.424805
	Iteration 19Q: 3 clusters Score -407518.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -407556.343750 Penalty: 2651.424805
	Iteration 20F: 3 clusters Score -407556.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -407589.687500 Penalty: 2651.424805
	Iteration 21Q: 3 clusters Score -407589.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -407607.156250 Penalty: 2651.424805
	Iteration 22Q: 3 clusters Score -407607.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -407619.218750 Penalty: 2651.424805
	Iteration 23Q: 3 clusters Score -407619.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -407629.812500 Penalty: 2651.424805
	Iteration 24Q: 3 clusters Score -407629.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -407633.562500 Penalty: 2651.424805
	Iteration 25Q: 3 clusters Score -407633.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -407637.781250 Penalty: 2651.424805
	Iteration 26Q: 3 clusters Score -407637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -407638.000000 Penalty: 2651.424805
	Iteration 27Q: 3 clusters Score -407638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -407638.000000 Penalty: 2651.424805
	Iteration 28F: 3 clusters Score -407638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -450094.718750 Penalty: 1341.698608
	Iteration 0F: 2 clusters Score -450094.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -446814.875000 Penalty: 2683.397217
	Iteration 0F: 3 clusters Score -446814.9 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -447707.343750 Penalty: 2683.397217
	Iteration 1F: 3 clusters Score -447707.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -447888.000000 Penalty: 2683.397217
	Iteration 2F: 3 clusters Score -447888 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -448024.718750 Penalty: 2683.397217
	Iteration 3F: 3 clusters Score -448024.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -448140.343750 Penalty: 2683.397217
	Iteration 4Q: 3 clusters Score -448140.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -448242.593750 Penalty: 2683.397217
	Iteration 5Q: 3 clusters Score -448242.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -448333.687500 Penalty: 2683.397217
	Iteration 6Q: 3 clusters Score -448333.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -448418.468750 Penalty: 2683.397217
	Iteration 7Q: 3 clusters Score -448418.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -448483.218750 Penalty: 2683.397217
	Iteration 8Q: 3 clusters Score -448483.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -448536.062500 Penalty: 2683.397217
	Iteration 9Q: 3 clusters Score -448536.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -448573.875000 Penalty: 2683.397217
	Iteration 10Q: 3 clusters Score -448573.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -448601.656250 Penalty: 2683.397217
	Iteration 11Q: 3 clusters Score -448601.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -448629.312500 Penalty: 2683.397217
	Iteration 12Q: 3 clusters Score -448629.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -448655.375000 Penalty: 2683.397217
	Iteration 13Q: 3 clusters Score -448655.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -448688.000000 Penalty: 2683.397217
	Iteration 14Q: 3 clusters Score -448688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -448715.937500 Penalty: 2683.397217
	Iteration 15Q: 3 clusters Score -448715.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -448740.656250 Penalty: 2683.397217
	Iteration 16Q: 3 clusters Score -448740.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -448763.312500 Penalty: 2683.397217
	Iteration 17Q: 3 clusters Score -448763.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -448783.625000 Penalty: 2683.397217
	Iteration 18Q: 3 clusters Score -448783.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -448795.656250 Penalty: 2683.397217
	Iteration 19Q: 3 clusters Score -448795.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -448807.718750 Penalty: 2683.397217
	Iteration 20F: 3 clusters Score -448807.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -448815.000000 Penalty: 2683.397217
	Iteration 21Q: 3 clusters Score -448815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -448825.312500 Penalty: 2683.397217
	Iteration 22Q: 3 clusters Score -448825.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -448838.375000 Penalty: 2683.397217
	Iteration 23Q: 3 clusters Score -448838.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -448851.531250 Penalty: 2683.397217
	Iteration 24Q: 3 clusters Score -448851.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -448856.281250 Penalty: 2683.397217
	Iteration 25Q: 3 clusters Score -448856.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -448861.187500 Penalty: 2683.397217
	Iteration 26Q: 3 clusters Score -448861.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -448865.000000 Penalty: 2683.397217
	Iteration 27Q: 3 clusters Score -448865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -448866.687500 Penalty: 2683.397217
	Iteration 28Q: 3 clusters Score -448866.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -448868.000000 Penalty: 2683.397217
	Iteration 29Q: 3 clusters Score -448868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -448870.125000 Penalty: 2683.397217
	Iteration 30Q: 3 clusters Score -448870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -448873.312500 Penalty: 2683.397217
	Iteration 31Q: 3 clusters Score -448873.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -448877.593750 Penalty: 2683.397217
	Iteration 32Q: 3 clusters Score -448877.6 nChanged 10
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: -448879.843750 Penalty: 2683.397217
	Iteration 33Q: 3 clusters Score -448879.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -448886.343750 Penalty: 2683.397217
	Iteration 34Q: 3 clusters Score -448886.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -448890.281250 Penalty: 2683.397217
	Iteration 35Q: 3 clusters Score -448890.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -448896.218750 Penalty: 2683.397217
	Iteration 36Q: 3 clusters Score -448896.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -448901.687500 Penalty: 2683.397217
	Iteration 37Q: 3 clusters Score -448901.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -448903.875000 Penalty: 2683.397217
	Iteration 38Q: 3 clusters Score -448903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -448905.718750 Penalty: 2683.397217
	Iteration 39Q: 3 clusters Score -448905.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -448907.031250 Penalty: 2683.397217
	Iteration 40F: 3 clusters Score -448907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -448907.093750 Penalty: 2683.397217
	Iteration 41Q: 3 clusters Score -448907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -448907.093750 Penalty: 2683.397217
	Iteration 42F: 3 clusters Score -448907.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Entering Unmasked Estep 
Score: -8040971.000000 Penalty: 1800.194336
	Iteration 0F: 2 clusters Score -8040971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -7998040.000000 Penalty: 3600.388672
	Iteration 0F: 3 clusters Score -7998040 nChanged 30532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -8015548.500000 Penalty: 3600.388672
	Iteration 1F: 3 clusters Score -8015548 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -8016383.500000 Penalty: 3600.388672
	Iteration 2Q: 3 clusters Score -8016384 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -8017435.500000 Penalty: 3600.388672
	Iteration 3Q: 3 clusters Score -8017436 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -8018918.000000 Penalty: 3600.388672
	Iteration 4Q: 3 clusters Score -8018918 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -8021022.500000 Penalty: 3600.388672
	Iteration 5F: 3 clusters Score -8021022 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -8023823.000000 Penalty: 3600.388672
	Iteration 6F: 3 clusters Score -8023823 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -8027006.500000 Penalty: 3600.388672
	Iteration 7F: 3 clusters Score -8027006 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -8029981.000000 Penalty: 3600.388672
	Iteration 8F: 3 clusters Score -8029981 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -8032343.000000 Penalty: 3600.388672
	Iteration 9Q: 3 clusters Score -8032343 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -8033948.000000 Penalty: 3600.388672
	Iteration 10Q: 3 clusters Score -8033948 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -8035129.500000 Penalty: 3600.388672
	Iteration 11Q: 3 clusters Score -8035130 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -8036046.000000 Penalty: 3600.388672
	Iteration 12Q: 3 clusters Score -8036046 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -8036762.500000 Penalty: 3600.388672
	Iteration 13Q: 3 clusters Score -8036762 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -8037365.500000 Penalty: 3600.388672
	Iteration 14Q: 3 clusters Score -8037366 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8037852.000000 Penalty: 3600.388672
	Iteration 15Q: 3 clusters Score -8037852 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8038284.500000 Penalty: 3600.388672
	Iteration 16Q: 3 clusters Score -8038284 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8038629.500000 Penalty: 3600.388672
	Iteration 17Q: 3 clusters Score -8038630 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8038864.500000 Penalty: 3600.388672
	Iteration 18Q: 3 clusters Score -8038864 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8038996.000000 Penalty: 3600.388672
	Iteration 19Q: 3 clusters Score -8038996 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8039093.000000 Penalty: 3600.388672
	Iteration 20F: 3 clusters Score -8039093 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8039207.000000 Penalty: 3600.388672
	Iteration 21Q: 3 clusters Score -8039207 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8039271.500000 Penalty: 3600.388672
	Iteration 22Q: 3 clusters Score -8039272 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8039309.500000 Penalty: 3600.388672
	Iteration 23Q: 3 clusters Score -8039310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8039333.500000 Penalty: 3600.388672
	Iteration 24Q: 3 clusters Score -8039334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8039344.500000 Penalty: 3600.388672
	Iteration 25Q: 3 clusters Score -8039344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8039384.000000 Penalty: 3600.388672
	Iteration 26Q: 3 clusters Score -8039384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8039400.500000 Penalty: 3600.388672
	Iteration 27Q: 3 clusters Score -8039400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8039414.000000 Penalty: 3600.388672
	Iteration 28Q: 3 clusters Score -8039414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8039415.500000 Penalty: 3600.388672
	Iteration 29Q: 3 clusters Score -8039416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8039421.500000 Penalty: 3600.388672
	Iteration 30Q: 3 clusters Score -8039422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8039429.000000 Penalty: 3600.388672
	Iteration 31Q: 3 clusters Score -8039429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8039430.500000 Penalty: 3600.388672
	Iteration 32Q: 3 clusters Score -8039430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8039444.500000 Penalty: 3600.388672
	Iteration 33Q: 3 clusters Score -8039444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8039447.500000 Penalty: 3600.388672
	Iteration 34Q: 3 clusters Score -8039448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8039452.000000 Penalty: 3600.388672
	Iteration 35Q: 3 clusters Score -8039452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8039467.500000 Penalty: 3600.388672
	Iteration 36Q: 3 clusters Score -8039468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8039469.000000 Penalty: 3600.388672
	Iteration 37Q: 3 clusters Score -8039469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8039470.500000 Penalty: 3600.388672
	Iteration 38Q: 3 clusters Score -8039470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8039471.000000 Penalty: 3600.388672
	Iteration 39Q: 3 clusters Score -8039471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8039467.500000 Penalty: 3600.388672
	Iteration 40F: 3 clusters Score -8039468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8039474.500000 Penalty: 3600.388672
	Iteration 41Q: 3 clusters Score -8039474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8039477.000000 Penalty: 3600.388672
	Iteration 42Q: 3 clusters Score -8039477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8039478.500000 Penalty: 3600.388672
	Iteration 43Q: 3 clusters Score -8039478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8039483.500000 Penalty: 3600.388672
	Iteration 44Q: 3 clusters Score -8039484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8039479.500000 Penalty: 3600.388672
	Iteration 45Q: 3 clusters Score -8039480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8039481.500000 Penalty: 3600.388672
	Iteration 46Q: 3 clusters Score -8039482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8039481.500000 Penalty: 3600.388672
	Iteration 47F: 3 clusters Score -8039482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (89266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Entering Unmasked Estep 
Score: -11066273.000000 Penalty: 1852.398560
	Iteration 0F: 2 clusters Score -1.106627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -11007785.000000 Penalty: 3704.797119
	Iteration 0F: 3 clusters Score -1.100778e+07 nChanged 42463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -11032073.000000 Penalty: 3704.797119
	Iteration 1F: 3 clusters Score -1.103207e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -11032901.000000 Penalty: 3704.797119
	Iteration 2Q: 3 clusters Score -1.10329e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -11034031.000000 Penalty: 3704.797119
	Iteration 3Q: 3 clusters Score -1.103403e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -11036050.000000 Penalty: 3704.797119
	Iteration 4F: 3 clusters Score -1.103605e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -11039563.000000 Penalty: 3704.797119
	Iteration 5F: 3 clusters Score -1.103956e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -11044999.000000 Penalty: 3704.797119
	Iteration 6F: 3 clusters Score -1.1045e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -11051757.000000 Penalty: 3704.797119
	Iteration 7F: 3 clusters Score -1.105176e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -11057640.000000 Penalty: 3704.797119
	Iteration 8F: 3 clusters Score -1.105764e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -11061367.000000 Penalty: 3704.797119
	Iteration 9Q: 3 clusters Score -1.106137e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -11063269.000000 Penalty: 3704.797119
	Iteration 10Q: 3 clusters Score -1.106327e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -11064130.000000 Penalty: 3704.797119
	Iteration 11Q: 3 clusters Score -1.106413e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -11064464.000000 Penalty: 3704.797119
	Iteration 12Q: 3 clusters Score -1.106446e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86912 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -11064655.000000 Penalty: 3704.797119
	Iteration 13Q: 3 clusters Score -1.106466e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -11064744.000000 Penalty: 3704.797119
	Iteration 14Q: 3 clusters Score -1.106474e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -11064812.000000 Penalty: 3704.797119
	Iteration 15Q: 3 clusters Score -1.106481e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -11064860.000000 Penalty: 3704.797119
	Iteration 16Q: 3 clusters Score -1.106486e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -11064917.000000 Penalty: 3704.797119
	Iteration 17Q: 3 clusters Score -1.106492e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11064946.000000 Penalty: 3704.797119
	Iteration 18Q: 3 clusters Score -1.106495e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87955 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11064979.000000 Penalty: 3704.797119
	Iteration 19Q: 3 clusters Score -1.106498e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11065012.000000 Penalty: 3704.797119
	Iteration 20F: 3 clusters Score -1.106501e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11065011.000000 Penalty: 3704.797119
	Iteration 21Q: 3 clusters Score -1.106501e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11065016.000000 Penalty: 3704.797119
	Iteration 22Q: 3 clusters Score -1.106502e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88155 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11065037.000000 Penalty: 3704.797119
	Iteration 23Q: 3 clusters Score -1.106504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11065042.000000 Penalty: 3704.797119
	Iteration 24Q: 3 clusters Score -1.106504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11065036.000000 Penalty: 3704.797119
	Iteration 25Q: 3 clusters Score -1.106504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11065040.000000 Penalty: 3704.797119
	Iteration 26Q: 3 clusters Score -1.106504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11065043.000000 Penalty: 3704.797119
	Iteration 27Q: 3 clusters Score -1.106504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11065044.000000 Penalty: 3704.797119
	Iteration 28Q: 3 clusters Score -1.106504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11065040.000000 Penalty: 3704.797119
	Iteration 29Q: 3 clusters Score -1.106504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11065023.000000 Penalty: 3704.797119
	Iteration 30Q: 3 clusters Score -1.106502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11065031.000000 Penalty: 3704.797119
	Iteration 31Q: 3 clusters Score -1.106503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11065026.000000 Penalty: 3704.797119
	Iteration 32Q: 3 clusters Score -1.106503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -11065014.000000 Penalty: 3704.797119
	Iteration 33Q: 3 clusters Score -1.106501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11065018.000000 Penalty: 3704.797119
	Iteration 34Q: 3 clusters Score -1.106502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -11065021.000000 Penalty: 3704.797119
	Iteration 35Q: 3 clusters Score -1.106502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11065024.000000 Penalty: 3704.797119
	Iteration 36Q: 3 clusters Score -1.106502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -11065027.000000 Penalty: 3704.797119
	Iteration 37Q: 3 clusters Score -1.106503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11065037.000000 Penalty: 3704.797119
	Iteration 38Q: 3 clusters Score -1.106504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88347 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11065037.000000 Penalty: 3704.797119
	Iteration 39Q: 3 clusters Score -1.106504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11065027.000000 Penalty: 3704.797119
	Iteration 40F: 3 clusters Score -1.106503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88352 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11065015.000000 Penalty: 3704.797119
	Iteration 41Q: 3 clusters Score -1.106502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11065016.000000 Penalty: 3704.797119
	Iteration 42Q: 3 clusters Score -1.106502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11065012.000000 Penalty: 3704.797119
	Iteration 43Q: 3 clusters Score -1.106501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88361 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11065006.000000 Penalty: 3704.797119
	Iteration 44Q: 3 clusters Score -1.106501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11065010.000000 Penalty: 3704.797119
	Iteration 45Q: 3 clusters Score -1.106501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11065010.000000 Penalty: 3704.797119
	Iteration 46F: 3 clusters Score -1.106501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Entering Unmasked Estep 
Score: -1155524.750000 Penalty: 1490.806763
	Iteration 0F: 2 clusters Score -1155525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1148465.750000 Penalty: 2981.613525
	Iteration 0F: 3 clusters Score -1148466 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1150718.125000 Penalty: 2981.613525
	Iteration 1F: 3 clusters Score -1150718 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1150971.125000 Penalty: 2981.613525
	Iteration 2F: 3 clusters Score -1150971 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1151209.125000 Penalty: 2981.613525
	Iteration 3F: 3 clusters Score -1151209 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1151508.625000 Penalty: 2981.613525
	Iteration 4Q: 3 clusters Score -1151509 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1151862.375000 Penalty: 2981.613525
	Iteration 5F: 3 clusters Score -1151862 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1152265.500000 Penalty: 2981.613525
	Iteration 6F: 3 clusters Score -1152266 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1152664.625000 Penalty: 2981.613525
	Iteration 7F: 3 clusters Score -1152665 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1153089.375000 Penalty: 2981.613525
	Iteration 8F: 3 clusters Score -1153089 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1153485.125000 Penalty: 2981.613525
	Iteration 9F: 3 clusters Score -1153485 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1153878.000000 Penalty: 2981.613525
	Iteration 10F: 3 clusters Score -1153878 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1154158.625000 Penalty: 2981.613525
	Iteration 11Q: 3 clusters Score -1154159 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1154320.875000 Penalty: 2981.613525
	Iteration 12Q: 3 clusters Score -1154321 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1154405.875000 Penalty: 2981.613525
	Iteration 13Q: 3 clusters Score -1154406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1154442.000000 Penalty: 2981.613525
	Iteration 14Q: 3 clusters Score -1154442 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1154466.625000 Penalty: 2981.613525
	Iteration 15Q: 3 clusters Score -1154467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1154486.125000 Penalty: 2981.613525
	Iteration 16Q: 3 clusters Score -1154486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1154502.875000 Penalty: 2981.613525
	Iteration 17Q: 3 clusters Score -1154503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1154518.500000 Penalty: 2981.613525
	Iteration 18Q: 3 clusters Score -1154518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1154526.500000 Penalty: 2981.613525
	Iteration 19Q: 3 clusters Score -1154526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1154537.875000 Penalty: 2981.613525
	Iteration 20F: 3 clusters Score -1154538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1154552.375000 Penalty: 2981.613525
	Iteration 21Q: 3 clusters Score -1154552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1154558.625000 Penalty: 2981.613525
	Iteration 22Q: 3 clusters Score -1154559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1154561.250000 Penalty: 2981.613525
	Iteration 23Q: 3 clusters Score -1154561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1154564.250000 Penalty: 2981.613525
	Iteration 24Q: 3 clusters Score -1154564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1154575.625000 Penalty: 2981.613525
	Iteration 25Q: 3 clusters Score -1154576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1154583.375000 Penalty: 2981.613525
	Iteration 26Q: 3 clusters Score -1154583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1154589.750000 Penalty: 2981.613525
	Iteration 27Q: 3 clusters Score -1154590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1154596.250000 Penalty: 2981.613525
	Iteration 28Q: 3 clusters Score -1154596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1154603.625000 Penalty: 2981.613525
	Iteration 29Q: 3 clusters Score -1154604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1154609.000000 Penalty: 2981.613525
	Iteration 30Q: 3 clusters Score -1154609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1154610.750000 Penalty: 2981.613525
	Iteration 31Q: 3 clusters Score -1154611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1154617.000000 Penalty: 2981.613525
	Iteration 32Q: 3 clusters Score -1154617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1154622.125000 Penalty: 2981.613525
	Iteration 33Q: 3 clusters Score -1154622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1154625.625000 Penalty: 2981.613525
	Iteration 34Q: 3 clusters Score -1154626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1154626.375000 Penalty: 2981.613525
	Iteration 35Q: 3 clusters Score -1154626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1154632.375000 Penalty: 2981.613525
	Iteration 36Q: 3 clusters Score -1154632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1154633.875000 Penalty: 2981.613525
	Iteration 37Q: 3 clusters Score -1154634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1154631.000000 Penalty: 2981.613525
	Iteration 38Q: 3 clusters Score -1154631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1154633.125000 Penalty: 2981.613525
	Iteration 39Q: 3 clusters Score -1154633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1154637.000000 Penalty: 2981.613525
	Iteration 40F: 3 clusters Score -1154637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1154639.125000 Penalty: 2981.613525
	Iteration 41Q: 3 clusters Score -1154639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1154640.875000 Penalty: 2981.613525
	Iteration 42Q: 3 clusters Score -1154641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1154641.500000 Penalty: 2981.613525
	Iteration 43Q: 3 clusters Score -1154642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1154643.250000 Penalty: 2981.613525
	Iteration 44Q: 3 clusters Score -1154643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1154644.375000 Penalty: 2981.613525
	Iteration 45Q: 3 clusters Score -1154644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1154642.625000 Penalty: 2981.613525
	Iteration 46Q: 3 clusters Score -1154643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1154646.375000 Penalty: 2981.613525
	Iteration 47Q: 3 clusters Score -1154646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1154644.875000 Penalty: 2981.613525
	Iteration 48Q: 3 clusters Score -1154645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1154644.500000 Penalty: 2981.613525
	Iteration 49Q: 3 clusters Score -1154644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1154647.250000 Penalty: 2981.613525
	Iteration 50Q: 3 clusters Score -1154647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1154650.000000 Penalty: 2981.613525
	Iteration 51Q: 3 clusters Score -1154650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1154653.750000 Penalty: 2981.613525
	Iteration 52Q: 3 clusters Score -1154654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1154656.750000 Penalty: 2981.613525
	Iteration 53Q: 3 clusters Score -1154657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1154660.000000 Penalty: 2981.613525
	Iteration 54Q: 3 clusters Score -1154660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1154662.125000 Penalty: 2981.613525
	Iteration 55Q: 3 clusters Score -1154662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1154663.375000 Penalty: 2981.613525
	Iteration 56Q: 3 clusters Score -1154663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1154665.000000 Penalty: 2981.613525
	Iteration 57Q: 3 clusters Score -1154665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1154664.750000 Penalty: 2981.613525
	Iteration 58Q: 3 clusters Score -1154665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1154666.250000 Penalty: 2981.613525
	Iteration 59Q: 3 clusters Score -1154666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1154667.125000 Penalty: 2981.613525
	Iteration 60F: 3 clusters Score -1154667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1154667.625000 Penalty: 2981.613525
	Iteration 61Q: 3 clusters Score -1154668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1154666.625000 Penalty: 2981.613525
	Iteration 62Q: 3 clusters Score -1154667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1154669.250000 Penalty: 2981.613525
	Iteration 63Q: 3 clusters Score -1154669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1154669.875000 Penalty: 2981.613525
	Iteration 64Q: 3 clusters Score -1154670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1154669.750000 Penalty: 2981.613525
	Iteration 65Q: 3 clusters Score -1154670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1154669.875000 Penalty: 2981.613525
	Iteration 66Q: 3 clusters Score -1154670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1154669.875000 Penalty: 2981.613525
	Iteration 67F: 3 clusters Score -1154670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14832.140625 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -14832.14 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 127 members 
Entering Unmasked Estep 
Score: -14141.001953 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14141 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14547.595703 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14547.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14982.556641 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14982.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15097.969727 Penalty: 1808.469116
	Iteration 3F: 3 clusters Score -15097.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15123.155273 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -15123.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15155.947266 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -15155.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15161.036133 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -15161.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15162.791016 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -15162.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15162.791016 Penalty: 1808.469116
	Iteration 8F: 3 clusters Score -15162.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86874 members 
Mstep: Class 5 contains 23298 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3853 members 
Mstep: Class 8 contains 64739 members 
Mstep: Class 9 contains 89266 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 158 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 33592 members 
Mstep: Class 14 contains 15843 members 
Mstep: Class 15 contains 92988 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12337 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53808 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 88511 members 
Mstep: Class 23 contains 82328 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 67665 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9779 members 
Mstep: Class 33 contains 103 members 
Mstep: Class 34 contains 51970 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
Score: -102241976.000000 Penalty: 77592.265625
Splitting cluster 11 changes total score from -102242904.000000 to -102241976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Entering Unmasked Estep 
Score: -1089297.250000 Penalty: 1480.423584
	Iteration 0F: 2 clusters Score -1089297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1082727.000000 Penalty: 2960.847168
	Iteration 0F: 3 clusters Score -1082727 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1084865.125000 Penalty: 2960.847168
	Iteration 1F: 3 clusters Score -1084865 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1085141.750000 Penalty: 2960.847168
	Iteration 2F: 3 clusters Score -1085142 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1085398.000000 Penalty: 2960.847168
	Iteration 3F: 3 clusters Score -1085398 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1085667.250000 Penalty: 2960.847168
	Iteration 4F: 3 clusters Score -1085667 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1085936.625000 Penalty: 2960.847168
	Iteration 5F: 3 clusters Score -1085937 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1086300.625000 Penalty: 2960.847168
	Iteration 6F: 3 clusters Score -1086301 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1086682.375000 Penalty: 2960.847168
	Iteration 7F: 3 clusters Score -1086682 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1087004.000000 Penalty: 2960.847168
	Iteration 8F: 3 clusters Score -1087004 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1087225.250000 Penalty: 2960.847168
	Iteration 9Q: 3 clusters Score -1087225 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1087370.875000 Penalty: 2960.847168
	Iteration 10Q: 3 clusters Score -1087371 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1087449.000000 Penalty: 2960.847168
	Iteration 11Q: 3 clusters Score -1087449 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1087513.750000 Penalty: 2960.847168
	Iteration 12Q: 3 clusters Score -1087514 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1087563.250000 Penalty: 2960.847168
	Iteration 13Q: 3 clusters Score -1087563 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1087616.500000 Penalty: 2960.847168
	Iteration 14Q: 3 clusters Score -1087616 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1087660.000000 Penalty: 2960.847168
	Iteration 15Q: 3 clusters Score -1087660 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1087704.500000 Penalty: 2960.847168
	Iteration 16Q: 3 clusters Score -1087704 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1087744.875000 Penalty: 2960.847168
	Iteration 17Q: 3 clusters Score -1087745 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1087795.625000 Penalty: 2960.847168
	Iteration 18Q: 3 clusters Score -1087796 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1087844.750000 Penalty: 2960.847168
	Iteration 19Q: 3 clusters Score -1087845 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1087889.375000 Penalty: 2960.847168
	Iteration 20F: 3 clusters Score -1087889 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1087952.875000 Penalty: 2960.847168
	Iteration 21Q: 3 clusters Score -1087953 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1088025.375000 Penalty: 2960.847168
	Iteration 22Q: 3 clusters Score -1088025 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1088092.375000 Penalty: 2960.847168
	Iteration 23Q: 3 clusters Score -1088092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1088145.125000 Penalty: 2960.847168
	Iteration 24Q: 3 clusters Score -1088145 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1088203.625000 Penalty: 2960.847168
	Iteration 25Q: 3 clusters Score -1088204 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1088265.375000 Penalty: 2960.847168
	Iteration 26Q: 3 clusters Score -1088265 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1088319.500000 Penalty: 2960.847168
	Iteration 27Q: 3 clusters Score -1088320 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1088362.750000 Penalty: 2960.847168
	Iteration 28Q: 3 clusters Score -1088363 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1088403.000000 Penalty: 2960.847168
	Iteration 29Q: 3 clusters Score -1088403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1088427.250000 Penalty: 2960.847168
	Iteration 30Q: 3 clusters Score -1088427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1088445.000000 Penalty: 2960.847168
	Iteration 31Q: 3 clusters Score -1088445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1088457.250000 Penalty: 2960.847168
	Iteration 32Q: 3 clusters Score -1088457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1088469.375000 Penalty: 2960.847168
	Iteration 33Q: 3 clusters Score -1088469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1088481.125000 Penalty: 2960.847168
	Iteration 34Q: 3 clusters Score -1088481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1088489.875000 Penalty: 2960.847168
	Iteration 35Q: 3 clusters Score -1088490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1088498.500000 Penalty: 2960.847168
	Iteration 36Q: 3 clusters Score -1088498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1088509.000000 Penalty: 2960.847168
	Iteration 37Q: 3 clusters Score -1088509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1088513.500000 Penalty: 2960.847168
	Iteration 38Q: 3 clusters Score -1088514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1088520.375000 Penalty: 2960.847168
	Iteration 39Q: 3 clusters Score -1088520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1088527.875000 Penalty: 2960.847168
	Iteration 40F: 3 clusters Score -1088528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1088534.000000 Penalty: 2960.847168
	Iteration 41Q: 3 clusters Score -1088534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1088537.625000 Penalty: 2960.847168
	Iteration 42Q: 3 clusters Score -1088538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1088541.625000 Penalty: 2960.847168
	Iteration 43Q: 3 clusters Score -1088542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1088544.000000 Penalty: 2960.847168
	Iteration 44Q: 3 clusters Score -1088544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1088544.625000 Penalty: 2960.847168
	Iteration 45Q: 3 clusters Score -1088545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1088545.125000 Penalty: 2960.847168
	Iteration 46Q: 3 clusters Score -1088545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1088547.500000 Penalty: 2960.847168
	Iteration 47Q: 3 clusters Score -1088548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1088547.875000 Penalty: 2960.847168
	Iteration 48Q: 3 clusters Score -1088548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1088551.125000 Penalty: 2960.847168
	Iteration 49Q: 3 clusters Score -1088551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1088553.500000 Penalty: 2960.847168
	Iteration 50Q: 3 clusters Score -1088554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1088551.750000 Penalty: 2960.847168
	Iteration 51Q: 3 clusters Score -1088552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1088551.750000 Penalty: 2960.847168
	Iteration 52F: 3 clusters Score -1088552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Entering Unmasked Estep 
Score: -4148324.500000 Penalty: 1693.581909
	Iteration 0F: 2 clusters Score -4148324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -4125640.750000 Penalty: 3387.163818
	Iteration 0F: 3 clusters Score -4125641 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -4134391.750000 Penalty: 3387.163818
	Iteration 1F: 3 clusters Score -4134392 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4134982.750000 Penalty: 3387.163818
	Iteration 2Q: 3 clusters Score -4134983 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4135731.250000 Penalty: 3387.163818
	Iteration 3F: 3 clusters Score -4135731 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -4136878.000000 Penalty: 3387.163818
	Iteration 4F: 3 clusters Score -4136878 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -4138649.250000 Penalty: 3387.163818
	Iteration 5F: 3 clusters Score -4138649 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4141237.750000 Penalty: 3387.163818
	Iteration 6F: 3 clusters Score -4141238 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4143795.500000 Penalty: 3387.163818
	Iteration 7F: 3 clusters Score -4143796 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4145520.250000 Penalty: 3387.163818
	Iteration 8F: 3 clusters Score -4145520 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4146272.000000 Penalty: 3387.163818
	Iteration 9Q: 3 clusters Score -4146272 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4146580.000000 Penalty: 3387.163818
	Iteration 10Q: 3 clusters Score -4146580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4146697.750000 Penalty: 3387.163818
	Iteration 11Q: 3 clusters Score -4146698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4146775.250000 Penalty: 3387.163818
	Iteration 12Q: 3 clusters Score -4146775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4146810.250000 Penalty: 3387.163818
	Iteration 13Q: 3 clusters Score -4146810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4146831.500000 Penalty: 3387.163818
	Iteration 14Q: 3 clusters Score -4146832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4146832.000000 Penalty: 3387.163818
	Iteration 15Q: 3 clusters Score -4146832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4146835.750000 Penalty: 3387.163818
	Iteration 16Q: 3 clusters Score -4146836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4146842.000000 Penalty: 3387.163818
	Iteration 17Q: 3 clusters Score -4146842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4146843.750000 Penalty: 3387.163818
	Iteration 18Q: 3 clusters Score -4146844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4146843.750000 Penalty: 3387.163818
	Iteration 19F: 3 clusters Score -4146844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Entering Unmasked Estep 
Score: -1928317.875000 Penalty: 1571.453369
	Iteration 0F: 2 clusters Score -1928318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1917467.500000 Penalty: 3142.906738
	Iteration 0F: 3 clusters Score -1917468 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1921153.750000 Penalty: 3142.906738
	Iteration 1F: 3 clusters Score -1921154 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1921402.500000 Penalty: 3142.906738
	Iteration 2Q: 3 clusters Score -1921402 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1921572.125000 Penalty: 3142.906738
	Iteration 3Q: 3 clusters Score -1921572 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1921732.875000 Penalty: 3142.906738
	Iteration 4Q: 3 clusters Score -1921733 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1921893.250000 Penalty: 3142.906738
	Iteration 5Q: 3 clusters Score -1921893 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1922106.500000 Penalty: 3142.906738
	Iteration 6Q: 3 clusters Score -1922106 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1922365.625000 Penalty: 3142.906738
	Iteration 7Q: 3 clusters Score -1922366 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1922802.500000 Penalty: 3142.906738
	Iteration 8Q: 3 clusters Score -1922802 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1923437.250000 Penalty: 3142.906738
	Iteration 9F: 3 clusters Score -1923437 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1924228.250000 Penalty: 3142.906738
	Iteration 10F: 3 clusters Score -1924228 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1925103.875000 Penalty: 3142.906738
	Iteration 11F: 3 clusters Score -1925104 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1925860.625000 Penalty: 3142.906738
	Iteration 12F: 3 clusters Score -1925861 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1926316.250000 Penalty: 3142.906738
	Iteration 13Q: 3 clusters Score -1926316 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1926582.500000 Penalty: 3142.906738
	Iteration 14Q: 3 clusters Score -1926582 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1926739.375000 Penalty: 3142.906738
	Iteration 15Q: 3 clusters Score -1926739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1926814.250000 Penalty: 3142.906738
	Iteration 16Q: 3 clusters Score -1926814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1926853.125000 Penalty: 3142.906738
	Iteration 17Q: 3 clusters Score -1926853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1926884.125000 Penalty: 3142.906738
	Iteration 18Q: 3 clusters Score -1926884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1926900.375000 Penalty: 3142.906738
	Iteration 19Q: 3 clusters Score -1926900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1926906.875000 Penalty: 3142.906738
	Iteration 20F: 3 clusters Score -1926907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1926918.625000 Penalty: 3142.906738
	Iteration 21Q: 3 clusters Score -1926919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1926918.375000 Penalty: 3142.906738
	Iteration 22Q: 3 clusters Score -1926918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1926924.000000 Penalty: 3142.906738
	Iteration 23Q: 3 clusters Score -1926924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1926924.875000 Penalty: 3142.906738
	Iteration 24Q: 3 clusters Score -1926925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1926924.500000 Penalty: 3142.906738
	Iteration 25Q: 3 clusters Score -1926924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1926924.500000 Penalty: 3142.906738
	Iteration 26F: 3 clusters Score -1926924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (92988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Entering Unmasked Estep 
Score: -11672304.000000 Penalty: 1859.036621
	Iteration 0F: 2 clusters Score -1.16723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -11612524.000000 Penalty: 3718.073242
	Iteration 0F: 3 clusters Score -1.161252e+07 nChanged 44431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -11638122.000000 Penalty: 3718.073242
	Iteration 1F: 3 clusters Score -1.163812e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -11638833.000000 Penalty: 3718.073242
	Iteration 2Q: 3 clusters Score -1.163883e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -11639820.000000 Penalty: 3718.073242
	Iteration 3Q: 3 clusters Score -1.163982e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -11641361.000000 Penalty: 3718.073242
	Iteration 4Q: 3 clusters Score -1.164136e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -11643771.000000 Penalty: 3718.073242
	Iteration 5F: 3 clusters Score -1.164377e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -11647308.000000 Penalty: 3718.073242
	Iteration 6F: 3 clusters Score -1.164731e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -11651477.000000 Penalty: 3718.073242
	Iteration 7F: 3 clusters Score -1.165148e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -11655642.000000 Penalty: 3718.073242
	Iteration 8F: 3 clusters Score -1.165564e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -11658724.000000 Penalty: 3718.073242
	Iteration 9Q: 3 clusters Score -1.165872e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -11662354.000000 Penalty: 3718.073242
	Iteration 10Q: 3 clusters Score -1.166235e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -11665041.000000 Penalty: 3718.073242
	Iteration 11Q: 3 clusters Score -1.166504e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 86342 members 
Entering Unmasked Estep 
Score: -11667065.000000 Penalty: 3718.073242
	Iteration 12Q: 3 clusters Score -1.166706e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -11668528.000000 Penalty: 3718.073242
	Iteration 13Q: 3 clusters Score -1.166853e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 89392 members 
Entering Unmasked Estep 
Score: -11669576.000000 Penalty: 3718.073242
	Iteration 14Q: 3 clusters Score -1.166958e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -11670176.000000 Penalty: 3718.073242
	Iteration 15Q: 3 clusters Score -1.167018e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -11670525.000000 Penalty: 3718.073242
	Iteration 16Q: 3 clusters Score -1.167052e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -11670641.000000 Penalty: 3718.073242
	Iteration 17Q: 3 clusters Score -1.167064e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -11670704.000000 Penalty: 3718.073242
	Iteration 18Q: 3 clusters Score -1.16707e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 92523 members 
Entering Unmasked Estep 
Score: -11670710.000000 Penalty: 3718.073242
	Iteration 19Q: 3 clusters Score -1.167071e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -11670721.000000 Penalty: 3718.073242
	Iteration 20F: 3 clusters Score -1.167072e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 92651 members 
Entering Unmasked Estep 
Score: -11670733.000000 Penalty: 3718.073242
	Iteration 21Q: 3 clusters Score -1.167073e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -11670731.000000 Penalty: 3718.073242
	Iteration 22Q: 3 clusters Score -1.167073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -11670748.000000 Penalty: 3718.073242
	Iteration 23Q: 3 clusters Score -1.167075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
Score: -11670766.000000 Penalty: 3718.073242
	Iteration 24Q: 3 clusters Score -1.167077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 92728 members 
Entering Unmasked Estep 
Score: -11670771.000000 Penalty: 3718.073242
	Iteration 25Q: 3 clusters Score -1.167077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
Score: -11670774.000000 Penalty: 3718.073242
	Iteration 26Q: 3 clusters Score -1.167077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 92736 members 
Entering Unmasked Estep 
Score: -11670768.000000 Penalty: 3718.073242
	Iteration 27Q: 3 clusters Score -1.167077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -11670772.000000 Penalty: 3718.073242
	Iteration 28Q: 3 clusters Score -1.167077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -11670785.000000 Penalty: 3718.073242
	Iteration 29Q: 3 clusters Score -1.167078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 92749 members 
Entering Unmasked Estep 
Score: -11670781.000000 Penalty: 3718.073242
	Iteration 30Q: 3 clusters Score -1.167078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 92755 members 
Entering Unmasked Estep 
Score: -11670784.000000 Penalty: 3718.073242
	Iteration 31Q: 3 clusters Score -1.167078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -11670779.000000 Penalty: 3718.073242
	Iteration 32Q: 3 clusters Score -1.167078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -11670792.000000 Penalty: 3718.073242
	Iteration 33Q: 3 clusters Score -1.167079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -11670781.000000 Penalty: 3718.073242
	Iteration 34Q: 3 clusters Score -1.167078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -11670785.000000 Penalty: 3718.073242
	Iteration 35Q: 3 clusters Score -1.167078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -11670785.000000 Penalty: 3718.073242
	Iteration 36F: 3 clusters Score -1.167078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -161473.062500 Penalty: 1183.001343
	Iteration 0F: 2 clusters Score -161473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -159778.000000 Penalty: 2366.002686
	Iteration 0F: 3 clusters Score -159778 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -160113.515625 Penalty: 2366.002686
	Iteration 1F: 3 clusters Score -160113.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -160215.031250 Penalty: 2366.002686
	Iteration 2F: 3 clusters Score -160215 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -160324.046875 Penalty: 2366.002686
	Iteration 3F: 3 clusters Score -160324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -160431.812500 Penalty: 2366.002686
	Iteration 4F: 3 clusters Score -160431.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -160563.765625 Penalty: 2366.002686
	Iteration 5F: 3 clusters Score -160563.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -160695.546875 Penalty: 2366.002686
	Iteration 6F: 3 clusters Score -160695.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -160792.218750 Penalty: 2366.002686
	Iteration 7F: 3 clusters Score -160792.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -160866.984375 Penalty: 2366.002686
	Iteration 8Q: 3 clusters Score -160867 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -160939.046875 Penalty: 2366.002686
	Iteration 9Q: 3 clusters Score -160939 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -160999.562500 Penalty: 2366.002686
	Iteration 10Q: 3 clusters Score -160999.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -161040.500000 Penalty: 2366.002686
	Iteration 11Q: 3 clusters Score -161040.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -161073.062500 Penalty: 2366.002686
	Iteration 12Q: 3 clusters Score -161073.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -161089.296875 Penalty: 2366.002686
	Iteration 13Q: 3 clusters Score -161089.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -161097.640625 Penalty: 2366.002686
	Iteration 14Q: 3 clusters Score -161097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -161099.765625 Penalty: 2366.002686
	Iteration 15Q: 3 clusters Score -161099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -161101.375000 Penalty: 2366.002686
	Iteration 16Q: 3 clusters Score -161101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -161102.109375 Penalty: 2366.002686
	Iteration 17Q: 3 clusters Score -161102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -161104.468750 Penalty: 2366.002686
	Iteration 18Q: 3 clusters Score -161104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -161106.796875 Penalty: 2366.002686
	Iteration 19Q: 3 clusters Score -161106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -161108.062500 Penalty: 2366.002686
	Iteration 20F: 3 clusters Score -161108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -161110.296875 Penalty: 2366.002686
	Iteration 21Q: 3 clusters Score -161110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -161113.203125 Penalty: 2366.002686
	Iteration 22Q: 3 clusters Score -161113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -161115.109375 Penalty: 2366.002686
	Iteration 23Q: 3 clusters Score -161115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -161115.531250 Penalty: 2366.002686
	Iteration 24Q: 3 clusters Score -161115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -161115.531250 Penalty: 2366.002686
	Iteration 25F: 3 clusters Score -161115.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Entering Unmasked Estep 
Score: -1498506.125000 Penalty: 1530.808105
	Iteration 0F: 2 clusters Score -1498506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1489904.125000 Penalty: 3061.616211
	Iteration 0F: 3 clusters Score -1489904 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1492955.000000 Penalty: 3061.616211
	Iteration 1F: 3 clusters Score -1492955 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1493328.125000 Penalty: 3061.616211
	Iteration 2F: 3 clusters Score -1493328 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1493769.125000 Penalty: 3061.616211
	Iteration 3F: 3 clusters Score -1493769 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1494275.125000 Penalty: 3061.616211
	Iteration 4F: 3 clusters Score -1494275 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1494844.000000 Penalty: 3061.616211
	Iteration 5F: 3 clusters Score -1494844 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1495460.000000 Penalty: 3061.616211
	Iteration 6F: 3 clusters Score -1495460 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1496005.500000 Penalty: 3061.616211
	Iteration 7Q: 3 clusters Score -1496006 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1496405.000000 Penalty: 3061.616211
	Iteration 8Q: 3 clusters Score -1496405 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1496665.250000 Penalty: 3061.616211
	Iteration 9Q: 3 clusters Score -1496665 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1496844.500000 Penalty: 3061.616211
	Iteration 10Q: 3 clusters Score -1496844 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1496956.875000 Penalty: 3061.616211
	Iteration 11Q: 3 clusters Score -1496957 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1497046.375000 Penalty: 3061.616211
	Iteration 12Q: 3 clusters Score -1497046 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1497118.875000 Penalty: 3061.616211
	Iteration 13Q: 3 clusters Score -1497119 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1497161.250000 Penalty: 3061.616211
	Iteration 14Q: 3 clusters Score -1497161 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1497201.875000 Penalty: 3061.616211
	Iteration 15Q: 3 clusters Score -1497202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1497233.875000 Penalty: 3061.616211
	Iteration 16Q: 3 clusters Score -1497234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1497256.250000 Penalty: 3061.616211
	Iteration 17Q: 3 clusters Score -1497256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1497274.125000 Penalty: 3061.616211
	Iteration 18Q: 3 clusters Score -1497274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1497287.875000 Penalty: 3061.616211
	Iteration 19Q: 3 clusters Score -1497288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1497300.875000 Penalty: 3061.616211
	Iteration 20F: 3 clusters Score -1497301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1497305.125000 Penalty: 3061.616211
	Iteration 21Q: 3 clusters Score -1497305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1497309.250000 Penalty: 3061.616211
	Iteration 22Q: 3 clusters Score -1497309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1497311.000000 Penalty: 3061.616211
	Iteration 23Q: 3 clusters Score -1497311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1497315.750000 Penalty: 3061.616211
	Iteration 24Q: 3 clusters Score -1497316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1497319.125000 Penalty: 3061.616211
	Iteration 25Q: 3 clusters Score -1497319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1497320.875000 Penalty: 3061.616211
	Iteration 26Q: 3 clusters Score -1497321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1497323.125000 Penalty: 3061.616211
	Iteration 27Q: 3 clusters Score -1497323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1497326.375000 Penalty: 3061.616211
	Iteration 28Q: 3 clusters Score -1497326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1497327.625000 Penalty: 3061.616211
	Iteration 29Q: 3 clusters Score -1497328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1497329.000000 Penalty: 3061.616211
	Iteration 30Q: 3 clusters Score -1497329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1497328.750000 Penalty: 3061.616211
	Iteration 31Q: 3 clusters Score -1497329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1497328.250000 Penalty: 3061.616211
	Iteration 32Q: 3 clusters Score -1497328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1497328.000000 Penalty: 3061.616211
	Iteration 33Q: 3 clusters Score -1497328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1497329.750000 Penalty: 3061.616211
	Iteration 34Q: 3 clusters Score -1497330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1497329.750000 Penalty: 3061.616211
	Iteration 35F: 3 clusters Score -1497330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -209005.125000 Penalty: 1220.088745
	Iteration 0F: 2 clusters Score -209005.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -207062.109375 Penalty: 2440.177490
	Iteration 0F: 3 clusters Score -207062.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -207689.968750 Penalty: 2440.177490
	Iteration 1F: 3 clusters Score -207690 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -208095.390625 Penalty: 2440.177490
	Iteration 2F: 3 clusters Score -208095.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -208397.890625 Penalty: 2440.177490
	Iteration 3F: 3 clusters Score -208397.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -208542.343750 Penalty: 2440.177490
	Iteration 4F: 3 clusters Score -208542.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -208627.703125 Penalty: 2440.177490
	Iteration 5Q: 3 clusters Score -208627.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -208687.218750 Penalty: 2440.177490
	Iteration 6Q: 3 clusters Score -208687.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -208722.890625 Penalty: 2440.177490
	Iteration 7Q: 3 clusters Score -208722.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -208760.687500 Penalty: 2440.177490
	Iteration 8Q: 3 clusters Score -208760.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -208784.859375 Penalty: 2440.177490
	Iteration 9Q: 3 clusters Score -208784.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -208795.375000 Penalty: 2440.177490
	Iteration 10Q: 3 clusters Score -208795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -208801.843750 Penalty: 2440.177490
	Iteration 11Q: 3 clusters Score -208801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -208809.906250 Penalty: 2440.177490
	Iteration 12Q: 3 clusters Score -208809.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -208812.062500 Penalty: 2440.177490
	Iteration 13Q: 3 clusters Score -208812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -208813.875000 Penalty: 2440.177490
	Iteration 14Q: 3 clusters Score -208813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -208818.031250 Penalty: 2440.177490
	Iteration 15Q: 3 clusters Score -208818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -208818.750000 Penalty: 2440.177490
	Iteration 16Q: 3 clusters Score -208818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -208818.750000 Penalty: 2440.177490
	Iteration 17F: 3 clusters Score -208818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Entering Unmasked Estep 
Score: -6845552.500000 Penalty: 1770.141235
	Iteration 0F: 2 clusters Score -6845552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -6810626.500000 Penalty: 3540.282471
	Iteration 0F: 3 clusters Score -6810626 nChanged 25491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -6824984.000000 Penalty: 3540.282471
	Iteration 1F: 3 clusters Score -6824984 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -6825841.000000 Penalty: 3540.282471
	Iteration 2Q: 3 clusters Score -6825841 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -6827236.000000 Penalty: 3540.282471
	Iteration 3F: 3 clusters Score -6827236 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -6829562.000000 Penalty: 3540.282471
	Iteration 4F: 3 clusters Score -6829562 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -6833249.500000 Penalty: 3540.282471
	Iteration 5F: 3 clusters Score -6833250 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -6837610.000000 Penalty: 3540.282471
	Iteration 6F: 3 clusters Score -6837610 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -6841214.000000 Penalty: 3540.282471
	Iteration 7F: 3 clusters Score -6841214 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6843105.000000 Penalty: 3540.282471
	Iteration 8Q: 3 clusters Score -6843105 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6843805.000000 Penalty: 3540.282471
	Iteration 9Q: 3 clusters Score -6843805 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6844074.500000 Penalty: 3540.282471
	Iteration 10Q: 3 clusters Score -6844074 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6844253.500000 Penalty: 3540.282471
	Iteration 11Q: 3 clusters Score -6844254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6844366.500000 Penalty: 3540.282471
	Iteration 12Q: 3 clusters Score -6844366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6844473.000000 Penalty: 3540.282471
	Iteration 13Q: 3 clusters Score -6844473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6844529.000000 Penalty: 3540.282471
	Iteration 14Q: 3 clusters Score -6844529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6844569.000000 Penalty: 3540.282471
	Iteration 15Q: 3 clusters Score -6844569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6844585.500000 Penalty: 3540.282471
	Iteration 16Q: 3 clusters Score -6844586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6844599.500000 Penalty: 3540.282471
	Iteration 17Q: 3 clusters Score -6844600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6844607.500000 Penalty: 3540.282471
	Iteration 18Q: 3 clusters Score -6844608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6844621.500000 Penalty: 3540.282471
	Iteration 19Q: 3 clusters Score -6844622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6844621.500000 Penalty: 3540.282471
	Iteration 20F: 3 clusters Score -6844622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6844624.000000 Penalty: 3540.282471
	Iteration 21Q: 3 clusters Score -6844624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6844632.500000 Penalty: 3540.282471
	Iteration 22Q: 3 clusters Score -6844632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6844633.000000 Penalty: 3540.282471
	Iteration 23Q: 3 clusters Score -6844633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6844634.500000 Penalty: 3540.282471
	Iteration 24Q: 3 clusters Score -6844634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6844634.500000 Penalty: 3540.282471
	Iteration 25F: 3 clusters Score -6844634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Entering Unmasked Estep 
Score: -402963.781250 Penalty: 1320.607300
	Iteration 0F: 2 clusters Score -402963.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -399978.750000 Penalty: 2641.214600
	Iteration 0F: 3 clusters Score -399978.8 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -400693.156250 Penalty: 2641.214600
	Iteration 1F: 3 clusters Score -400693.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -400849.531250 Penalty: 2641.214600
	Iteration 2F: 3 clusters Score -400849.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -400966.031250 Penalty: 2641.214600
	Iteration 3F: 3 clusters Score -400966 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -401049.781250 Penalty: 2641.214600
	Iteration 4Q: 3 clusters Score -401049.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -401115.656250 Penalty: 2641.214600
	Iteration 5Q: 3 clusters Score -401115.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -401163.906250 Penalty: 2641.214600
	Iteration 6Q: 3 clusters Score -401163.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -401209.093750 Penalty: 2641.214600
	Iteration 7Q: 3 clusters Score -401209.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -401260.093750 Penalty: 2641.214600
	Iteration 8Q: 3 clusters Score -401260.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -401308.312500 Penalty: 2641.214600
	Iteration 9Q: 3 clusters Score -401308.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -401358.656250 Penalty: 2641.214600
	Iteration 10Q: 3 clusters Score -401358.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -401423.500000 Penalty: 2641.214600
	Iteration 11Q: 3 clusters Score -401423.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -401489.218750 Penalty: 2641.214600
	Iteration 12Q: 3 clusters Score -401489.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -401552.468750 Penalty: 2641.214600
	Iteration 13Q: 3 clusters Score -401552.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -401619.656250 Penalty: 2641.214600
	Iteration 14Q: 3 clusters Score -401619.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -401703.312500 Penalty: 2641.214600
	Iteration 15Q: 3 clusters Score -401703.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -401812.031250 Penalty: 2641.214600
	Iteration 16Q: 3 clusters Score -401812 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -401922.593750 Penalty: 2641.214600
	Iteration 17Q: 3 clusters Score -401922.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -401995.781250 Penalty: 2641.214600
	Iteration 18Q: 3 clusters Score -401995.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -402031.843750 Penalty: 2641.214600
	Iteration 19Q: 3 clusters Score -402031.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -402052.812500 Penalty: 2641.214600
	Iteration 20F: 3 clusters Score -402052.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -402071.281250 Penalty: 2641.214600
	Iteration 21Q: 3 clusters Score -402071.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -402088.812500 Penalty: 2641.214600
	Iteration 22Q: 3 clusters Score -402088.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -402097.375000 Penalty: 2641.214600
	Iteration 23Q: 3 clusters Score -402097.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402106.468750 Penalty: 2641.214600
	Iteration 24Q: 3 clusters Score -402106.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -402111.843750 Penalty: 2641.214600
	Iteration 25Q: 3 clusters Score -402111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -402113.781250 Penalty: 2641.214600
	Iteration 26Q: 3 clusters Score -402113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -402116.468750 Penalty: 2641.214600
	Iteration 27Q: 3 clusters Score -402116.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -402119.812500 Penalty: 2641.214600
	Iteration 28Q: 3 clusters Score -402119.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -402122.312500 Penalty: 2641.214600
	Iteration 29Q: 3 clusters Score -402122.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -402124.781250 Penalty: 2641.214600
	Iteration 30Q: 3 clusters Score -402124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -402126.250000 Penalty: 2641.214600
	Iteration 31Q: 3 clusters Score -402126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -402127.875000 Penalty: 2641.214600
	Iteration 32Q: 3 clusters Score -402127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -402128.781250 Penalty: 2641.214600
	Iteration 33Q: 3 clusters Score -402128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -402128.968750 Penalty: 2641.214600
	Iteration 34Q: 3 clusters Score -402129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -402130.062500 Penalty: 2641.214600
	Iteration 35Q: 3 clusters Score -402130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -402130.562500 Penalty: 2641.214600
	Iteration 36Q: 3 clusters Score -402130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -402130.875000 Penalty: 2641.214600
	Iteration 37Q: 3 clusters Score -402130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -402130.968750 Penalty: 2641.214600
	Iteration 38Q: 3 clusters Score -402131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402131.625000 Penalty: 2641.214600
	Iteration 39Q: 3 clusters Score -402131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -402133.312500 Penalty: 2641.214600
	Iteration 40F: 3 clusters Score -402133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402133.656250 Penalty: 2641.214600
	Iteration 41Q: 3 clusters Score -402133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402134.562500 Penalty: 2641.214600
	Iteration 42Q: 3 clusters Score -402134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -402134.625000 Penalty: 2641.214600
	Iteration 43Q: 3 clusters Score -402134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402134.687500 Penalty: 2641.214600
	Iteration 44Q: 3 clusters Score -402134.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402135.968750 Penalty: 2641.214600
	Iteration 45Q: 3 clusters Score -402136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -402135.750000 Penalty: 2641.214600
	Iteration 46Q: 3 clusters Score -402135.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -402135.750000 Penalty: 2641.214600
	Iteration 47F: 3 clusters Score -402135.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -655705.062500 Penalty: 1396.309082
	Iteration 0F: 2 clusters Score -655705.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -651528.687500 Penalty: 2792.618164
	Iteration 0F: 3 clusters Score -651528.7 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -652804.500000 Penalty: 2792.618164
	Iteration 1F: 3 clusters Score -652804.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -652985.062500 Penalty: 2792.618164
	Iteration 2F: 3 clusters Score -652985.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -653109.937500 Penalty: 2792.618164
	Iteration 3Q: 3 clusters Score -653109.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -653231.062500 Penalty: 2792.618164
	Iteration 4Q: 3 clusters Score -653231.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -653353.875000 Penalty: 2792.618164
	Iteration 5Q: 3 clusters Score -653353.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -653486.187500 Penalty: 2792.618164
	Iteration 6Q: 3 clusters Score -653486.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -653642.562500 Penalty: 2792.618164
	Iteration 7Q: 3 clusters Score -653642.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -653796.937500 Penalty: 2792.618164
	Iteration 8Q: 3 clusters Score -653796.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -653948.437500 Penalty: 2792.618164
	Iteration 9Q: 3 clusters Score -653948.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -654093.687500 Penalty: 2792.618164
	Iteration 10Q: 3 clusters Score -654093.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -654241.687500 Penalty: 2792.618164
	Iteration 11Q: 3 clusters Score -654241.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -654356.687500 Penalty: 2792.618164
	Iteration 12Q: 3 clusters Score -654356.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -654430.250000 Penalty: 2792.618164
	Iteration 13Q: 3 clusters Score -654430.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -654479.000000 Penalty: 2792.618164
	Iteration 14Q: 3 clusters Score -654479 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -654509.250000 Penalty: 2792.618164
	Iteration 15Q: 3 clusters Score -654509.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -654526.437500 Penalty: 2792.618164
	Iteration 16Q: 3 clusters Score -654526.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -654538.500000 Penalty: 2792.618164
	Iteration 17Q: 3 clusters Score -654538.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -654549.062500 Penalty: 2792.618164
	Iteration 18Q: 3 clusters Score -654549.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -654556.437500 Penalty: 2792.618164
	Iteration 19Q: 3 clusters Score -654556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -654559.562500 Penalty: 2792.618164
	Iteration 20F: 3 clusters Score -654559.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -654561.562500 Penalty: 2792.618164
	Iteration 21Q: 3 clusters Score -654561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -654563.250000 Penalty: 2792.618164
	Iteration 22Q: 3 clusters Score -654563.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -654568.125000 Penalty: 2792.618164
	Iteration 23Q: 3 clusters Score -654568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -654569.250000 Penalty: 2792.618164
	Iteration 24Q: 3 clusters Score -654569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -654569.750000 Penalty: 2792.618164
	Iteration 25Q: 3 clusters Score -654569.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -654571.187500 Penalty: 2792.618164
	Iteration 26Q: 3 clusters Score -654571.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -654573.437500 Penalty: 2792.618164
	Iteration 27Q: 3 clusters Score -654573.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -654576.125000 Penalty: 2792.618164
	Iteration 28Q: 3 clusters Score -654576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -654576.750000 Penalty: 2792.618164
	Iteration 29Q: 3 clusters Score -654576.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -654577.125000 Penalty: 2792.618164
	Iteration 30Q: 3 clusters Score -654577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -654575.812500 Penalty: 2792.618164
	Iteration 31Q: 3 clusters Score -654575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -654577.937500 Penalty: 2792.618164
	Iteration 32Q: 3 clusters Score -654577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -654578.187500 Penalty: 2792.618164
	Iteration 33Q: 3 clusters Score -654578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -654577.562500 Penalty: 2792.618164
	Iteration 34Q: 3 clusters Score -654577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -654578.687500 Penalty: 2792.618164
	Iteration 35Q: 3 clusters Score -654578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -654578.687500 Penalty: 2792.618164
	Iteration 36F: 3 clusters Score -654578.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Entering Unmasked Estep 
Score: -11092908.000000 Penalty: 1851.018433
	Iteration 0F: 2 clusters Score -1.109291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -11037170.000000 Penalty: 3702.036865
	Iteration 0F: 3 clusters Score -1.103717e+07 nChanged 42233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -11061087.000000 Penalty: 3702.036865
	Iteration 1F: 3 clusters Score -1.106109e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -11061629.000000 Penalty: 3702.036865
	Iteration 2Q: 3 clusters Score -1.106163e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -11062182.000000 Penalty: 3702.036865
	Iteration 3Q: 3 clusters Score -1.106218e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -11062916.000000 Penalty: 3702.036865
	Iteration 4Q: 3 clusters Score -1.106292e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -11063789.000000 Penalty: 3702.036865
	Iteration 5Q: 3 clusters Score -1.106379e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -11065238.000000 Penalty: 3702.036865
	Iteration 6Q: 3 clusters Score -1.106524e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -11067558.000000 Penalty: 3702.036865
	Iteration 7Q: 3 clusters Score -1.106756e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -11071253.000000 Penalty: 3702.036865
	Iteration 8F: 3 clusters Score -1.107125e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -11076351.000000 Penalty: 3702.036865
	Iteration 9F: 3 clusters Score -1.107635e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -11080324.000000 Penalty: 3702.036865
	Iteration 10F: 3 clusters Score -1.108032e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -11081965.000000 Penalty: 3702.036865
	Iteration 11Q: 3 clusters Score -1.108196e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -11082475.000000 Penalty: 3702.036865
	Iteration 12Q: 3 clusters Score -1.108248e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -11082912.000000 Penalty: 3702.036865
	Iteration 13Q: 3 clusters Score -1.108291e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -11083138.000000 Penalty: 3702.036865
	Iteration 14Q: 3 clusters Score -1.108314e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -11083452.000000 Penalty: 3702.036865
	Iteration 15Q: 3 clusters Score -1.108345e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -11083787.000000 Penalty: 3702.036865
	Iteration 16Q: 3 clusters Score -1.108379e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -11084051.000000 Penalty: 3702.036865
	Iteration 17Q: 3 clusters Score -1.108405e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -11084297.000000 Penalty: 3702.036865
	Iteration 18Q: 3 clusters Score -1.10843e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -11084582.000000 Penalty: 3702.036865
	Iteration 19Q: 3 clusters Score -1.108458e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -11084902.000000 Penalty: 3702.036865
	Iteration 20F: 3 clusters Score -1.10849e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -11085198.000000 Penalty: 3702.036865
	Iteration 21Q: 3 clusters Score -1.10852e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -11085422.000000 Penalty: 3702.036865
	Iteration 22Q: 3 clusters Score -1.108542e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -11085644.000000 Penalty: 3702.036865
	Iteration 23Q: 3 clusters Score -1.108564e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -11085850.000000 Penalty: 3702.036865
	Iteration 24Q: 3 clusters Score -1.108585e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -11085980.000000 Penalty: 3702.036865
	Iteration 25Q: 3 clusters Score -1.108598e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -11086074.000000 Penalty: 3702.036865
	Iteration 26Q: 3 clusters Score -1.108607e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -11086232.000000 Penalty: 3702.036865
	Iteration 27Q: 3 clusters Score -1.108623e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -11086336.000000 Penalty: 3702.036865
	Iteration 28Q: 3 clusters Score -1.108634e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -11086343.000000 Penalty: 3702.036865
	Iteration 29Q: 3 clusters Score -1.108634e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -11086412.000000 Penalty: 3702.036865
	Iteration 30Q: 3 clusters Score -1.108641e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -11086451.000000 Penalty: 3702.036865
	Iteration 31Q: 3 clusters Score -1.108645e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -11086493.000000 Penalty: 3702.036865
	Iteration 32Q: 3 clusters Score -1.108649e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -11086559.000000 Penalty: 3702.036865
	Iteration 33Q: 3 clusters Score -1.108656e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -11086581.000000 Penalty: 3702.036865
	Iteration 34Q: 3 clusters Score -1.108658e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -11086590.000000 Penalty: 3702.036865
	Iteration 35Q: 3 clusters Score -1.108659e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -11086645.000000 Penalty: 3702.036865
	Iteration 36Q: 3 clusters Score -1.108664e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -11086689.000000 Penalty: 3702.036865
	Iteration 37Q: 3 clusters Score -1.108669e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -11086703.000000 Penalty: 3702.036865
	Iteration 38Q: 3 clusters Score -1.10867e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -11086741.000000 Penalty: 3702.036865
	Iteration 39Q: 3 clusters Score -1.108674e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -11086785.000000 Penalty: 3702.036865
	Iteration 40F: 3 clusters Score -1.108678e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -11086788.000000 Penalty: 3702.036865
	Iteration 41Q: 3 clusters Score -1.108679e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -11086827.000000 Penalty: 3702.036865
	Iteration 42Q: 3 clusters Score -1.108683e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -11086798.000000 Penalty: 3702.036865
	Iteration 43Q: 3 clusters Score -1.10868e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -11086836.000000 Penalty: 3702.036865
	Iteration 44Q: 3 clusters Score -1.108684e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -11086882.000000 Penalty: 3702.036865
	Iteration 45Q: 3 clusters Score -1.108688e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -11086881.000000 Penalty: 3702.036865
	Iteration 46Q: 3 clusters Score -1.108688e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -11086916.000000 Penalty: 3702.036865
	Iteration 47Q: 3 clusters Score -1.108692e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -11086963.000000 Penalty: 3702.036865
	Iteration 48Q: 3 clusters Score -1.108696e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -11087007.000000 Penalty: 3702.036865
	Iteration 49Q: 3 clusters Score -1.108701e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -11087044.000000 Penalty: 3702.036865
	Iteration 50Q: 3 clusters Score -1.108704e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -11087075.000000 Penalty: 3702.036865
	Iteration 51Q: 3 clusters Score -1.108708e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -11087091.000000 Penalty: 3702.036865
	Iteration 52Q: 3 clusters Score -1.108709e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -11087129.000000 Penalty: 3702.036865
	Iteration 53Q: 3 clusters Score -1.108713e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -11087191.000000 Penalty: 3702.036865
	Iteration 54Q: 3 clusters Score -1.108719e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -11087225.000000 Penalty: 3702.036865
	Iteration 55Q: 3 clusters Score -1.108722e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -11087265.000000 Penalty: 3702.036865
	Iteration 56Q: 3 clusters Score -1.108726e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -11087313.000000 Penalty: 3702.036865
	Iteration 57Q: 3 clusters Score -1.108731e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -11087369.000000 Penalty: 3702.036865
	Iteration 58Q: 3 clusters Score -1.108737e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -11087409.000000 Penalty: 3702.036865
	Iteration 59Q: 3 clusters Score -1.108741e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -11087477.000000 Penalty: 3702.036865
	Iteration 60F: 3 clusters Score -1.108748e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -11087534.000000 Penalty: 3702.036865
	Iteration 61Q: 3 clusters Score -1.108753e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -11087551.000000 Penalty: 3702.036865
	Iteration 62Q: 3 clusters Score -1.108755e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -11087592.000000 Penalty: 3702.036865
	Iteration 63Q: 3 clusters Score -1.108759e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -11087639.000000 Penalty: 3702.036865
	Iteration 64Q: 3 clusters Score -1.108764e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -11087754.000000 Penalty: 3702.036865
	Iteration 65Q: 3 clusters Score -1.108775e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -11087814.000000 Penalty: 3702.036865
	Iteration 66Q: 3 clusters Score -1.108781e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -11087856.000000 Penalty: 3702.036865
	Iteration 67Q: 3 clusters Score -1.108786e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -11087898.000000 Penalty: 3702.036865
	Iteration 68Q: 3 clusters Score -1.10879e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -11087930.000000 Penalty: 3702.036865
	Iteration 69Q: 3 clusters Score -1.108793e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -11088007.000000 Penalty: 3702.036865
	Iteration 70Q: 3 clusters Score -1.108801e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -11088083.000000 Penalty: 3702.036865
	Iteration 71Q: 3 clusters Score -1.108808e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -11088210.000000 Penalty: 3702.036865
	Iteration 72Q: 3 clusters Score -1.108821e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -11088280.000000 Penalty: 3702.036865
	Iteration 73Q: 3 clusters Score -1.108828e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -11088355.000000 Penalty: 3702.036865
	Iteration 74Q: 3 clusters Score -1.108836e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -11088425.000000 Penalty: 3702.036865
	Iteration 75Q: 3 clusters Score -1.108842e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -11088523.000000 Penalty: 3702.036865
	Iteration 76Q: 3 clusters Score -1.108852e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -11088650.000000 Penalty: 3702.036865
	Iteration 77Q: 3 clusters Score -1.108865e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -11088722.000000 Penalty: 3702.036865
	Iteration 78Q: 3 clusters Score -1.108872e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -11088835.000000 Penalty: 3702.036865
	Iteration 79Q: 3 clusters Score -1.108884e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -11088998.000000 Penalty: 3702.036865
	Iteration 80F: 3 clusters Score -1.1089e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -11089093.000000 Penalty: 3702.036865
	Iteration 81Q: 3 clusters Score -1.108909e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71597 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -11089164.000000 Penalty: 3702.036865
	Iteration 82Q: 3 clusters Score -1.108916e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72191 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -11089242.000000 Penalty: 3702.036865
	Iteration 83Q: 3 clusters Score -1.108924e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -11089378.000000 Penalty: 3702.036865
	Iteration 84Q: 3 clusters Score -1.108938e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -11089474.000000 Penalty: 3702.036865
	Iteration 85Q: 3 clusters Score -1.108947e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -11089583.000000 Penalty: 3702.036865
	Iteration 86Q: 3 clusters Score -1.108958e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -11089701.000000 Penalty: 3702.036865
	Iteration 87Q: 3 clusters Score -1.10897e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -11089810.000000 Penalty: 3702.036865
	Iteration 88Q: 3 clusters Score -1.108981e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -11090033.000000 Penalty: 3702.036865
	Iteration 89Q: 3 clusters Score -1.109003e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -11090187.000000 Penalty: 3702.036865
	Iteration 90Q: 3 clusters Score -1.109019e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76995 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -11090328.000000 Penalty: 3702.036865
	Iteration 91Q: 3 clusters Score -1.109033e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -11090494.000000 Penalty: 3702.036865
	Iteration 92Q: 3 clusters Score -1.109049e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -11090711.000000 Penalty: 3702.036865
	Iteration 93Q: 3 clusters Score -1.109071e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -11090897.000000 Penalty: 3702.036865
	Iteration 94Q: 3 clusters Score -1.10909e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -11091080.000000 Penalty: 3702.036865
	Iteration 95Q: 3 clusters Score -1.109108e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -11091333.000000 Penalty: 3702.036865
	Iteration 96Q: 3 clusters Score -1.109133e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -11091554.000000 Penalty: 3702.036865
	Iteration 97Q: 3 clusters Score -1.109155e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -11091652.000000 Penalty: 3702.036865
	Iteration 98Q: 3 clusters Score -1.109165e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -11091712.000000 Penalty: 3702.036865
	Iteration 99Q: 3 clusters Score -1.109171e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -11091641.000000 Penalty: 3702.036865
	Iteration 100F: 3 clusters Score -1.109164e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -11091611.000000 Penalty: 3702.036865
	Iteration 101Q: 3 clusters Score -1.109161e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -11091644.000000 Penalty: 3702.036865
	Iteration 102Q: 3 clusters Score -1.109164e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -11091662.000000 Penalty: 3702.036865
	Iteration 103Q: 3 clusters Score -1.109166e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -11091666.000000 Penalty: 3702.036865
	Iteration 104Q: 3 clusters Score -1.109167e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -11091725.000000 Penalty: 3702.036865
	Iteration 105Q: 3 clusters Score -1.109172e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -11091713.000000 Penalty: 3702.036865
	Iteration 106Q: 3 clusters Score -1.109171e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -11091690.000000 Penalty: 3702.036865
	Iteration 107Q: 3 clusters Score -1.109169e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -11091690.000000 Penalty: 3702.036865
	Iteration 108Q: 3 clusters Score -1.109169e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -11091676.000000 Penalty: 3702.036865
	Iteration 109Q: 3 clusters Score -1.109168e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11091662.000000 Penalty: 3702.036865
	Iteration 110Q: 3 clusters Score -1.109166e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -11091657.000000 Penalty: 3702.036865
	Iteration 111Q: 3 clusters Score -1.109166e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87553 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11091645.000000 Penalty: 3702.036865
	Iteration 112Q: 3 clusters Score -1.109164e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87623 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11091635.000000 Penalty: 3702.036865
	Iteration 113Q: 3 clusters Score -1.109164e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11091614.000000 Penalty: 3702.036865
	Iteration 114Q: 3 clusters Score -1.109161e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11091614.000000 Penalty: 3702.036865
	Iteration 115Q: 3 clusters Score -1.109161e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -11091617.000000 Penalty: 3702.036865
	Iteration 116Q: 3 clusters Score -1.109162e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11091617.000000 Penalty: 3702.036865
	Iteration 117Q: 3 clusters Score -1.109162e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11091606.000000 Penalty: 3702.036865
	Iteration 118Q: 3 clusters Score -1.109161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -11091606.000000 Penalty: 3702.036865
	Iteration 119Q: 3 clusters Score -1.109161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -11091599.000000 Penalty: 3702.036865
	Iteration 120F: 3 clusters Score -1.10916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11091601.000000 Penalty: 3702.036865
	Iteration 121Q: 3 clusters Score -1.10916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11091606.000000 Penalty: 3702.036865
	Iteration 122Q: 3 clusters Score -1.109161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11091604.000000 Penalty: 3702.036865
	Iteration 123Q: 3 clusters Score -1.10916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11091583.000000 Penalty: 3702.036865
	Iteration 124Q: 3 clusters Score -1.109158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -11091585.000000 Penalty: 3702.036865
	Iteration 125Q: 3 clusters Score -1.109158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11091592.000000 Penalty: 3702.036865
	Iteration 126Q: 3 clusters Score -1.109159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11091603.000000 Penalty: 3702.036865
	Iteration 127Q: 3 clusters Score -1.10916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11091586.000000 Penalty: 3702.036865
	Iteration 128Q: 3 clusters Score -1.109159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11091593.000000 Penalty: 3702.036865
	Iteration 129Q: 3 clusters Score -1.109159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11091594.000000 Penalty: 3702.036865
	Iteration 130Q: 3 clusters Score -1.109159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11091592.000000 Penalty: 3702.036865
	Iteration 131Q: 3 clusters Score -1.109159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11091584.000000 Penalty: 3702.036865
	Iteration 132Q: 3 clusters Score -1.109158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88019 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11091581.000000 Penalty: 3702.036865
	Iteration 133Q: 3 clusters Score -1.109158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11091585.000000 Penalty: 3702.036865
	Iteration 134Q: 3 clusters Score -1.109158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -11091591.000000 Penalty: 3702.036865
	Iteration 135Q: 3 clusters Score -1.109159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88033 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11091587.000000 Penalty: 3702.036865
	Iteration 136Q: 3 clusters Score -1.109159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88039 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11091578.000000 Penalty: 3702.036865
	Iteration 137Q: 3 clusters Score -1.109158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11091585.000000 Penalty: 3702.036865
	Iteration 138Q: 3 clusters Score -1.109158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11091579.000000 Penalty: 3702.036865
	Iteration 139Q: 3 clusters Score -1.109158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11091585.000000 Penalty: 3702.036865
	Iteration 140F: 3 clusters Score -1.109158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11091585.000000 Penalty: 3702.036865
	Iteration 141Q: 3 clusters Score -1.109158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88056 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11091590.000000 Penalty: 3702.036865
	Iteration 142Q: 3 clusters Score -1.109159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11091590.000000 Penalty: 3702.036865
	Iteration 143Q: 3 clusters Score -1.109159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11091590.000000 Penalty: 3702.036865
	Iteration 144F: 3 clusters Score -1.109159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (82328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Entering Unmasked Estep 
Score: -10320776.000000 Penalty: 1839.250732
	Iteration 0F: 2 clusters Score -1.032078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -10266505.000000 Penalty: 3678.501465
	Iteration 0F: 3 clusters Score -1.02665e+07 nChanged 39031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -10288725.000000 Penalty: 3678.501465
	Iteration 1F: 3 clusters Score -1.028872e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -10289350.000000 Penalty: 3678.501465
	Iteration 2Q: 3 clusters Score -1.028935e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -10289954.000000 Penalty: 3678.501465
	Iteration 3Q: 3 clusters Score -1.028995e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -10290816.000000 Penalty: 3678.501465
	Iteration 4Q: 3 clusters Score -1.029082e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -10292211.000000 Penalty: 3678.501465
	Iteration 5Q: 3 clusters Score -1.029221e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -10294445.000000 Penalty: 3678.501465
	Iteration 6Q: 3 clusters Score -1.029444e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -10298108.000000 Penalty: 3678.501465
	Iteration 7F: 3 clusters Score -1.029811e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -10302739.000000 Penalty: 3678.501465
	Iteration 8F: 3 clusters Score -1.030274e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -10305861.000000 Penalty: 3678.501465
	Iteration 9F: 3 clusters Score -1.030586e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -10307086.000000 Penalty: 3678.501465
	Iteration 10Q: 3 clusters Score -1.030709e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -10307521.000000 Penalty: 3678.501465
	Iteration 11Q: 3 clusters Score -1.030752e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -10307845.000000 Penalty: 3678.501465
	Iteration 12Q: 3 clusters Score -1.030784e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -10308125.000000 Penalty: 3678.501465
	Iteration 13Q: 3 clusters Score -1.030812e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -10308401.000000 Penalty: 3678.501465
	Iteration 14Q: 3 clusters Score -1.03084e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -10308685.000000 Penalty: 3678.501465
	Iteration 15Q: 3 clusters Score -1.030868e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -10308974.000000 Penalty: 3678.501465
	Iteration 16Q: 3 clusters Score -1.030897e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -10309253.000000 Penalty: 3678.501465
	Iteration 17Q: 3 clusters Score -1.030925e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -10309551.000000 Penalty: 3678.501465
	Iteration 18Q: 3 clusters Score -1.030955e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -10309817.000000 Penalty: 3678.501465
	Iteration 19Q: 3 clusters Score -1.030982e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -10310095.000000 Penalty: 3678.501465
	Iteration 20F: 3 clusters Score -1.03101e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -10310424.000000 Penalty: 3678.501465
	Iteration 21Q: 3 clusters Score -1.031042e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -10310772.000000 Penalty: 3678.501465
	Iteration 22Q: 3 clusters Score -1.031077e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -10311118.000000 Penalty: 3678.501465
	Iteration 23Q: 3 clusters Score -1.031112e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -10311419.000000 Penalty: 3678.501465
	Iteration 24Q: 3 clusters Score -1.031142e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -10311790.000000 Penalty: 3678.501465
	Iteration 25Q: 3 clusters Score -1.031179e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -10312226.000000 Penalty: 3678.501465
	Iteration 26Q: 3 clusters Score -1.031223e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -10312730.000000 Penalty: 3678.501465
	Iteration 27Q: 3 clusters Score -1.031273e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -10313216.000000 Penalty: 3678.501465
	Iteration 28Q: 3 clusters Score -1.031322e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -10313779.000000 Penalty: 3678.501465
	Iteration 29Q: 3 clusters Score -1.031378e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -10314367.000000 Penalty: 3678.501465
	Iteration 30Q: 3 clusters Score -1.031437e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -10314869.000000 Penalty: 3678.501465
	Iteration 31Q: 3 clusters Score -1.031487e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -10315294.000000 Penalty: 3678.501465
	Iteration 32Q: 3 clusters Score -1.031529e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -10315631.000000 Penalty: 3678.501465
	Iteration 33Q: 3 clusters Score -1.031563e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -10315854.000000 Penalty: 3678.501465
	Iteration 34Q: 3 clusters Score -1.031585e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -10316025.000000 Penalty: 3678.501465
	Iteration 35Q: 3 clusters Score -1.031602e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -10316127.000000 Penalty: 3678.501465
	Iteration 36Q: 3 clusters Score -1.031613e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -10316175.000000 Penalty: 3678.501465
	Iteration 37Q: 3 clusters Score -1.031618e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -10316230.000000 Penalty: 3678.501465
	Iteration 38Q: 3 clusters Score -1.031623e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -10316317.000000 Penalty: 3678.501465
	Iteration 39Q: 3 clusters Score -1.031632e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -10316420.000000 Penalty: 3678.501465
	Iteration 40F: 3 clusters Score -1.031642e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -10316525.000000 Penalty: 3678.501465
	Iteration 41Q: 3 clusters Score -1.031652e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -10316569.000000 Penalty: 3678.501465
	Iteration 42Q: 3 clusters Score -1.031657e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -10316706.000000 Penalty: 3678.501465
	Iteration 43Q: 3 clusters Score -1.031671e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -10316783.000000 Penalty: 3678.501465
	Iteration 44Q: 3 clusters Score -1.031678e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -10316845.000000 Penalty: 3678.501465
	Iteration 45Q: 3 clusters Score -1.031684e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -10316905.000000 Penalty: 3678.501465
	Iteration 46Q: 3 clusters Score -1.03169e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -10316981.000000 Penalty: 3678.501465
	Iteration 47Q: 3 clusters Score -1.031698e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -10317047.000000 Penalty: 3678.501465
	Iteration 48Q: 3 clusters Score -1.031705e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -10317139.000000 Penalty: 3678.501465
	Iteration 49Q: 3 clusters Score -1.031714e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -10317220.000000 Penalty: 3678.501465
	Iteration 50Q: 3 clusters Score -1.031722e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -10317317.000000 Penalty: 3678.501465
	Iteration 51Q: 3 clusters Score -1.031732e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -10317419.000000 Penalty: 3678.501465
	Iteration 52Q: 3 clusters Score -1.031742e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -10317504.000000 Penalty: 3678.501465
	Iteration 53Q: 3 clusters Score -1.03175e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -10317620.000000 Penalty: 3678.501465
	Iteration 54Q: 3 clusters Score -1.031762e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -10317721.000000 Penalty: 3678.501465
	Iteration 55Q: 3 clusters Score -1.031772e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -10317821.000000 Penalty: 3678.501465
	Iteration 56Q: 3 clusters Score -1.031782e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -10317921.000000 Penalty: 3678.501465
	Iteration 57Q: 3 clusters Score -1.031792e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -10317949.000000 Penalty: 3678.501465
	Iteration 58Q: 3 clusters Score -1.031795e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -10318080.000000 Penalty: 3678.501465
	Iteration 59Q: 3 clusters Score -1.031808e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -10318224.000000 Penalty: 3678.501465
	Iteration 60F: 3 clusters Score -1.031822e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -10318334.000000 Penalty: 3678.501465
	Iteration 61Q: 3 clusters Score -1.031833e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -10318401.000000 Penalty: 3678.501465
	Iteration 62Q: 3 clusters Score -1.03184e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70861 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -10318504.000000 Penalty: 3678.501465
	Iteration 63Q: 3 clusters Score -1.03185e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -10318634.000000 Penalty: 3678.501465
	Iteration 64Q: 3 clusters Score -1.031863e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -10318782.000000 Penalty: 3678.501465
	Iteration 65Q: 3 clusters Score -1.031878e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -10318894.000000 Penalty: 3678.501465
	Iteration 66Q: 3 clusters Score -1.031889e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -10318964.000000 Penalty: 3678.501465
	Iteration 67Q: 3 clusters Score -1.031896e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -10319029.000000 Penalty: 3678.501465
	Iteration 68Q: 3 clusters Score -1.031903e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -10319068.000000 Penalty: 3678.501465
	Iteration 69Q: 3 clusters Score -1.031907e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -10319131.000000 Penalty: 3678.501465
	Iteration 70Q: 3 clusters Score -1.031913e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -10319214.000000 Penalty: 3678.501465
	Iteration 71Q: 3 clusters Score -1.031921e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -10319293.000000 Penalty: 3678.501465
	Iteration 72Q: 3 clusters Score -1.031929e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -10319405.000000 Penalty: 3678.501465
	Iteration 73Q: 3 clusters Score -1.03194e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -10319501.000000 Penalty: 3678.501465
	Iteration 74Q: 3 clusters Score -1.03195e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -10319549.000000 Penalty: 3678.501465
	Iteration 75Q: 3 clusters Score -1.031955e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -10319610.000000 Penalty: 3678.501465
	Iteration 76Q: 3 clusters Score -1.031961e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -10319737.000000 Penalty: 3678.501465
	Iteration 77Q: 3 clusters Score -1.031974e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -10319781.000000 Penalty: 3678.501465
	Iteration 78Q: 3 clusters Score -1.031978e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -10319797.000000 Penalty: 3678.501465
	Iteration 79Q: 3 clusters Score -1.03198e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -10319831.000000 Penalty: 3678.501465
	Iteration 80F: 3 clusters Score -1.031983e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -10319843.000000 Penalty: 3678.501465
	Iteration 81Q: 3 clusters Score -1.031984e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -10319858.000000 Penalty: 3678.501465
	Iteration 82Q: 3 clusters Score -1.031986e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -10319850.000000 Penalty: 3678.501465
	Iteration 83Q: 3 clusters Score -1.031985e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -10319904.000000 Penalty: 3678.501465
	Iteration 84Q: 3 clusters Score -1.03199e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -10319925.000000 Penalty: 3678.501465
	Iteration 85Q: 3 clusters Score -1.031992e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -10319929.000000 Penalty: 3678.501465
	Iteration 86Q: 3 clusters Score -1.031993e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -10319933.000000 Penalty: 3678.501465
	Iteration 87Q: 3 clusters Score -1.031993e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -10319928.000000 Penalty: 3678.501465
	Iteration 88Q: 3 clusters Score -1.031993e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -10319947.000000 Penalty: 3678.501465
	Iteration 89Q: 3 clusters Score -1.031995e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -10319951.000000 Penalty: 3678.501465
	Iteration 90Q: 3 clusters Score -1.031995e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -10319945.000000 Penalty: 3678.501465
	Iteration 91Q: 3 clusters Score -1.031994e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -10319961.000000 Penalty: 3678.501465
	Iteration 92Q: 3 clusters Score -1.031996e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -10319989.000000 Penalty: 3678.501465
	Iteration 93Q: 3 clusters Score -1.031999e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -10319996.000000 Penalty: 3678.501465
	Iteration 94Q: 3 clusters Score -1.032e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -10319981.000000 Penalty: 3678.501465
	Iteration 95Q: 3 clusters Score -1.031998e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -10319961.000000 Penalty: 3678.501465
	Iteration 96Q: 3 clusters Score -1.031996e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -10319954.000000 Penalty: 3678.501465
	Iteration 97Q: 3 clusters Score -1.031995e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80031 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -10319934.000000 Penalty: 3678.501465
	Iteration 98Q: 3 clusters Score -1.031993e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10319934.000000 Penalty: 3678.501465
	Iteration 99Q: 3 clusters Score -1.031993e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -10319942.000000 Penalty: 3678.501465
	Iteration 100F: 3 clusters Score -1.031994e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80191 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -10319929.000000 Penalty: 3678.501465
	Iteration 101Q: 3 clusters Score -1.031993e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -10319927.000000 Penalty: 3678.501465
	Iteration 102Q: 3 clusters Score -1.031993e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -10319908.000000 Penalty: 3678.501465
	Iteration 103Q: 3 clusters Score -1.031991e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -10319897.000000 Penalty: 3678.501465
	Iteration 104Q: 3 clusters Score -1.03199e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -10319883.000000 Penalty: 3678.501465
	Iteration 105Q: 3 clusters Score -1.031988e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10319903.000000 Penalty: 3678.501465
	Iteration 106Q: 3 clusters Score -1.03199e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -10319917.000000 Penalty: 3678.501465
	Iteration 107Q: 3 clusters Score -1.031992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10319903.000000 Penalty: 3678.501465
	Iteration 108Q: 3 clusters Score -1.03199e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -10319905.000000 Penalty: 3678.501465
	Iteration 109Q: 3 clusters Score -1.03199e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -10319906.000000 Penalty: 3678.501465
	Iteration 110Q: 3 clusters Score -1.031991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80563 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -10319889.000000 Penalty: 3678.501465
	Iteration 111Q: 3 clusters Score -1.031989e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -10319880.000000 Penalty: 3678.501465
	Iteration 112Q: 3 clusters Score -1.031988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10319866.000000 Penalty: 3678.501465
	Iteration 113Q: 3 clusters Score -1.031987e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10319875.000000 Penalty: 3678.501465
	Iteration 114Q: 3 clusters Score -1.031988e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10319877.000000 Penalty: 3678.501465
	Iteration 115Q: 3 clusters Score -1.031988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10319888.000000 Penalty: 3678.501465
	Iteration 116Q: 3 clusters Score -1.031989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -10319882.000000 Penalty: 3678.501465
	Iteration 117Q: 3 clusters Score -1.031988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -10319869.000000 Penalty: 3678.501465
	Iteration 118Q: 3 clusters Score -1.031987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10319864.000000 Penalty: 3678.501465
	Iteration 119Q: 3 clusters Score -1.031986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80744 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -10319836.000000 Penalty: 3678.501465
	Iteration 120F: 3 clusters Score -1.031984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -10319837.000000 Penalty: 3678.501465
	Iteration 121Q: 3 clusters Score -1.031984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10319831.000000 Penalty: 3678.501465
	Iteration 122Q: 3 clusters Score -1.031983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -10319826.000000 Penalty: 3678.501465
	Iteration 123Q: 3 clusters Score -1.031983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -10319815.000000 Penalty: 3678.501465
	Iteration 124Q: 3 clusters Score -1.031982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -10319805.000000 Penalty: 3678.501465
	Iteration 125Q: 3 clusters Score -1.03198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -10319814.000000 Penalty: 3678.501465
	Iteration 126Q: 3 clusters Score -1.031981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -10319816.000000 Penalty: 3678.501465
	Iteration 127Q: 3 clusters Score -1.031982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -10319798.000000 Penalty: 3678.501465
	Iteration 128Q: 3 clusters Score -1.03198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -10319792.000000 Penalty: 3678.501465
	Iteration 129Q: 3 clusters Score -1.031979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10319787.000000 Penalty: 3678.501465
	Iteration 130Q: 3 clusters Score -1.031979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10319796.000000 Penalty: 3678.501465
	Iteration 131Q: 3 clusters Score -1.03198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -10319792.000000 Penalty: 3678.501465
	Iteration 132Q: 3 clusters Score -1.031979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10319800.000000 Penalty: 3678.501465
	Iteration 133Q: 3 clusters Score -1.03198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -10319795.000000 Penalty: 3678.501465
	Iteration 134Q: 3 clusters Score -1.03198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -10319794.000000 Penalty: 3678.501465
	Iteration 135Q: 3 clusters Score -1.031979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10319786.000000 Penalty: 3678.501465
	Iteration 136Q: 3 clusters Score -1.031979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -10319790.000000 Penalty: 3678.501465
	Iteration 137Q: 3 clusters Score -1.031979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10319785.000000 Penalty: 3678.501465
	Iteration 138Q: 3 clusters Score -1.031978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10319787.000000 Penalty: 3678.501465
	Iteration 139Q: 3 clusters Score -1.031979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10319787.000000 Penalty: 3678.501465
	Iteration 140F: 3 clusters Score -1.031979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -235047.828125 Penalty: 1241.207275
	Iteration 0F: 2 clusters Score -235047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -232970.156250 Penalty: 2482.414551
	Iteration 0F: 3 clusters Score -232970.2 nChanged 748
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: -233590.125000 Penalty: 2482.414551
	Iteration 1F: 3 clusters Score -233590.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -233826.484375 Penalty: 2482.414551
	Iteration 2F: 3 clusters Score -233826.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -233980.546875 Penalty: 2482.414551
	Iteration 3F: 3 clusters Score -233980.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -234111.468750 Penalty: 2482.414551
	Iteration 4F: 3 clusters Score -234111.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -234204.296875 Penalty: 2482.414551
	Iteration 5Q: 3 clusters Score -234204.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -234336.328125 Penalty: 2482.414551
	Iteration 6Q: 3 clusters Score -234336.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -234457.921875 Penalty: 2482.414551
	Iteration 7Q: 3 clusters Score -234457.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -234594.093750 Penalty: 2482.414551
	Iteration 8Q: 3 clusters Score -234594.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -234720.390625 Penalty: 2482.414551
	Iteration 9Q: 3 clusters Score -234720.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -234834.359375 Penalty: 2482.414551
	Iteration 10Q: 3 clusters Score -234834.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -234942.234375 Penalty: 2482.414551
	Iteration 11Q: 3 clusters Score -234942.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -235011.937500 Penalty: 2482.414551
	Iteration 12Q: 3 clusters Score -235011.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -235034.875000 Penalty: 2482.414551
	Iteration 13Q: 3 clusters Score -235034.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -235040.828125 Penalty: 2482.414551
	Iteration 14Q: 3 clusters Score -235040.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -235045.234375 Penalty: 2482.414551
	Iteration 15Q: 3 clusters Score -235045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -235047.609375 Penalty: 2482.414551
	Iteration 16Q: 3 clusters Score -235047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -235049.140625 Penalty: 2482.414551
	Iteration 17Q: 3 clusters Score -235049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -235049.468750 Penalty: 2482.414551
	Iteration 18Q: 3 clusters Score -235049.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -235049.468750 Penalty: 2482.414551
	Iteration 19F: 3 clusters Score -235049.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86874 members 
Mstep: Class 5 contains 23298 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3853 members 
Mstep: Class 8 contains 64739 members 
Mstep: Class 9 contains 89266 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 33592 members 
Mstep: Class 14 contains 15843 members 
Mstep: Class 15 contains 92988 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12337 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53808 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 88511 members 
Mstep: Class 23 contains 82328 members 
Mstep: Class 24 contains 893 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 67665 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9779 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 51970 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
Score: -102241944.000000 Penalty: 77592.265625
Splitting cluster 24 changes total score from -102242904.000000 to -102241944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -371548.843750 Penalty: 1311.166382
	Iteration 0F: 2 clusters Score -371548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -368701.968750 Penalty: 2622.332764
	Iteration 0F: 3 clusters Score -368702 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -369519.781250 Penalty: 2622.332764
	Iteration 1F: 3 clusters Score -369519.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -369730.562500 Penalty: 2622.332764
	Iteration 2F: 3 clusters Score -369730.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -369868.343750 Penalty: 2622.332764
	Iteration 3F: 3 clusters Score -369868.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -369988.187500 Penalty: 2622.332764
	Iteration 4Q: 3 clusters Score -369988.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -370145.406250 Penalty: 2622.332764
	Iteration 5F: 3 clusters Score -370145.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -370317.937500 Penalty: 2622.332764
	Iteration 6Q: 3 clusters Score -370317.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -370503.781250 Penalty: 2622.332764
	Iteration 7F: 3 clusters Score -370503.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -370689.343750 Penalty: 2622.332764
	Iteration 8Q: 3 clusters Score -370689.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -370826.218750 Penalty: 2622.332764
	Iteration 9Q: 3 clusters Score -370826.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -370886.937500 Penalty: 2622.332764
	Iteration 10Q: 3 clusters Score -370886.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -370932.812500 Penalty: 2622.332764
	Iteration 11Q: 3 clusters Score -370932.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -370978.562500 Penalty: 2622.332764
	Iteration 12Q: 3 clusters Score -370978.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -371018.625000 Penalty: 2622.332764
	Iteration 13Q: 3 clusters Score -371018.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -371052.250000 Penalty: 2622.332764
	Iteration 14Q: 3 clusters Score -371052.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -371087.531250 Penalty: 2622.332764
	Iteration 15Q: 3 clusters Score -371087.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -371126.281250 Penalty: 2622.332764
	Iteration 16Q: 3 clusters Score -371126.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -371175.312500 Penalty: 2622.332764
	Iteration 17Q: 3 clusters Score -371175.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -371214.968750 Penalty: 2622.332764
	Iteration 18Q: 3 clusters Score -371215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -371247.656250 Penalty: 2622.332764
	Iteration 19Q: 3 clusters Score -371247.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -371268.875000 Penalty: 2622.332764
	Iteration 20F: 3 clusters Score -371268.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -371283.406250 Penalty: 2622.332764
	Iteration 21Q: 3 clusters Score -371283.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -371295.343750 Penalty: 2622.332764
	Iteration 22Q: 3 clusters Score -371295.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -371300.812500 Penalty: 2622.332764
	Iteration 23Q: 3 clusters Score -371300.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -371310.312500 Penalty: 2622.332764
	Iteration 24Q: 3 clusters Score -371310.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -371318.281250 Penalty: 2622.332764
	Iteration 25Q: 3 clusters Score -371318.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -371325.531250 Penalty: 2622.332764
	Iteration 26Q: 3 clusters Score -371325.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -371331.781250 Penalty: 2622.332764
	Iteration 27Q: 3 clusters Score -371331.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -371346.500000 Penalty: 2622.332764
	Iteration 28Q: 3 clusters Score -371346.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -371356.125000 Penalty: 2622.332764
	Iteration 29Q: 3 clusters Score -371356.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -371367.562500 Penalty: 2622.332764
	Iteration 30Q: 3 clusters Score -371367.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -371377.687500 Penalty: 2622.332764
	Iteration 31Q: 3 clusters Score -371377.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -371383.843750 Penalty: 2622.332764
	Iteration 32Q: 3 clusters Score -371383.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -371389.031250 Penalty: 2622.332764
	Iteration 33Q: 3 clusters Score -371389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -371392.718750 Penalty: 2622.332764
	Iteration 34Q: 3 clusters Score -371392.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -371397.343750 Penalty: 2622.332764
	Iteration 35Q: 3 clusters Score -371397.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -371403.406250 Penalty: 2622.332764
	Iteration 36Q: 3 clusters Score -371403.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -371407.687500 Penalty: 2622.332764
	Iteration 37Q: 3 clusters Score -371407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -371409.343750 Penalty: 2622.332764
	Iteration 38Q: 3 clusters Score -371409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -371409.187500 Penalty: 2622.332764
	Iteration 39Q: 3 clusters Score -371409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -371410.406250 Penalty: 2622.332764
	Iteration 40F: 3 clusters Score -371410.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -371411.312500 Penalty: 2622.332764
	Iteration 41Q: 3 clusters Score -371411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -371413.312500 Penalty: 2622.332764
	Iteration 42Q: 3 clusters Score -371413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -371414.843750 Penalty: 2622.332764
	Iteration 43Q: 3 clusters Score -371414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -371417.781250 Penalty: 2622.332764
	Iteration 44Q: 3 clusters Score -371417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -371422.781250 Penalty: 2622.332764
	Iteration 45Q: 3 clusters Score -371422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -371425.843750 Penalty: 2622.332764
	Iteration 46Q: 3 clusters Score -371425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -371426.875000 Penalty: 2622.332764
	Iteration 47Q: 3 clusters Score -371426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -371427.937500 Penalty: 2622.332764
	Iteration 48Q: 3 clusters Score -371427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -371428.312500 Penalty: 2622.332764
	Iteration 49Q: 3 clusters Score -371428.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -371428.312500 Penalty: 2622.332764
	Iteration 50F: 3 clusters Score -371428.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -662297.125000 Penalty: 1400.826660
	Iteration 0F: 2 clusters Score -662297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -657993.750000 Penalty: 2801.653320
	Iteration 0F: 3 clusters Score -657993.8 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -659200.750000 Penalty: 2801.653320
	Iteration 1F: 3 clusters Score -659200.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -659464.687500 Penalty: 2801.653320
	Iteration 2F: 3 clusters Score -659464.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -659726.812500 Penalty: 2801.653320
	Iteration 3F: 3 clusters Score -659726.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -660024.125000 Penalty: 2801.653320
	Iteration 4F: 3 clusters Score -660024.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -660356.250000 Penalty: 2801.653320
	Iteration 5F: 3 clusters Score -660356.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -660650.062500 Penalty: 2801.653320
	Iteration 6F: 3 clusters Score -660650.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -660882.500000 Penalty: 2801.653320
	Iteration 7F: 3 clusters Score -660882.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -661081.312500 Penalty: 2801.653320
	Iteration 8Q: 3 clusters Score -661081.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -661242.312500 Penalty: 2801.653320
	Iteration 9Q: 3 clusters Score -661242.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -661375.500000 Penalty: 2801.653320
	Iteration 10Q: 3 clusters Score -661375.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -661461.500000 Penalty: 2801.653320
	Iteration 11Q: 3 clusters Score -661461.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -661527.937500 Penalty: 2801.653320
	Iteration 12Q: 3 clusters Score -661527.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -661596.625000 Penalty: 2801.653320
	Iteration 13Q: 3 clusters Score -661596.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -661642.000000 Penalty: 2801.653320
	Iteration 14Q: 3 clusters Score -661642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -661687.375000 Penalty: 2801.653320
	Iteration 15Q: 3 clusters Score -661687.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -661715.375000 Penalty: 2801.653320
	Iteration 16Q: 3 clusters Score -661715.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -661732.875000 Penalty: 2801.653320
	Iteration 17Q: 3 clusters Score -661732.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -661743.062500 Penalty: 2801.653320
	Iteration 18Q: 3 clusters Score -661743.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -661751.750000 Penalty: 2801.653320
	Iteration 19Q: 3 clusters Score -661751.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -661754.562500 Penalty: 2801.653320
	Iteration 20F: 3 clusters Score -661754.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -661761.375000 Penalty: 2801.653320
	Iteration 21Q: 3 clusters Score -661761.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -661765.500000 Penalty: 2801.653320
	Iteration 22Q: 3 clusters Score -661765.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -661767.062500 Penalty: 2801.653320
	Iteration 23Q: 3 clusters Score -661767.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -661770.375000 Penalty: 2801.653320
	Iteration 24Q: 3 clusters Score -661770.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -661773.687500 Penalty: 2801.653320
	Iteration 25Q: 3 clusters Score -661773.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -661776.875000 Penalty: 2801.653320
	Iteration 26Q: 3 clusters Score -661776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -661777.375000 Penalty: 2801.653320
	Iteration 27Q: 3 clusters Score -661777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -661775.312500 Penalty: 2801.653320
	Iteration 28Q: 3 clusters Score -661775.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -661775.312500 Penalty: 2801.653320
	Iteration 29F: 3 clusters Score -661775.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (67665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Entering Unmasked Estep 
Score: -8538578.000000 Penalty: 1807.377686
	Iteration 0F: 2 clusters Score -8538578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -8495526.000000 Penalty: 3614.755371
	Iteration 0F: 3 clusters Score -8495526 nChanged 31982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -8513682.000000 Penalty: 3614.755371
	Iteration 1F: 3 clusters Score -8513682 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -8514387.000000 Penalty: 3614.755371
	Iteration 2Q: 3 clusters Score -8514387 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -8515076.000000 Penalty: 3614.755371
	Iteration 3Q: 3 clusters Score -8515076 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -8516003.000000 Penalty: 3614.755371
	Iteration 4Q: 3 clusters Score -8516003 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -8517377.000000 Penalty: 3614.755371
	Iteration 5Q: 3 clusters Score -8517377 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -8519869.000000 Penalty: 3614.755371
	Iteration 6F: 3 clusters Score -8519869 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -8523776.000000 Penalty: 3614.755371
	Iteration 7F: 3 clusters Score -8523776 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -8527888.000000 Penalty: 3614.755371
	Iteration 8F: 3 clusters Score -8527888 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -8530207.000000 Penalty: 3614.755371
	Iteration 9F: 3 clusters Score -8530207 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -8531088.000000 Penalty: 3614.755371
	Iteration 10Q: 3 clusters Score -8531088 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -8531559.000000 Penalty: 3614.755371
	Iteration 11Q: 3 clusters Score -8531559 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -8531980.000000 Penalty: 3614.755371
	Iteration 12Q: 3 clusters Score -8531980 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -8532363.000000 Penalty: 3614.755371
	Iteration 13Q: 3 clusters Score -8532363 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -8532824.000000 Penalty: 3614.755371
	Iteration 14Q: 3 clusters Score -8532824 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -8533229.000000 Penalty: 3614.755371
	Iteration 15Q: 3 clusters Score -8533229 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -8533569.000000 Penalty: 3614.755371
	Iteration 16Q: 3 clusters Score -8533569 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -8533921.000000 Penalty: 3614.755371
	Iteration 17Q: 3 clusters Score -8533921 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -8534231.000000 Penalty: 3614.755371
	Iteration 18Q: 3 clusters Score -8534231 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -8534474.000000 Penalty: 3614.755371
	Iteration 19Q: 3 clusters Score -8534474 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -8534626.000000 Penalty: 3614.755371
	Iteration 20F: 3 clusters Score -8534626 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -8534757.000000 Penalty: 3614.755371
	Iteration 21Q: 3 clusters Score -8534757 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -8534835.000000 Penalty: 3614.755371
	Iteration 22Q: 3 clusters Score -8534835 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -8534918.000000 Penalty: 3614.755371
	Iteration 23Q: 3 clusters Score -8534918 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -8535002.000000 Penalty: 3614.755371
	Iteration 24Q: 3 clusters Score -8535002 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -8535025.000000 Penalty: 3614.755371
	Iteration 25Q: 3 clusters Score -8535025 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -8535030.000000 Penalty: 3614.755371
	Iteration 26Q: 3 clusters Score -8535030 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -8535054.000000 Penalty: 3614.755371
	Iteration 27Q: 3 clusters Score -8535054 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -8535103.000000 Penalty: 3614.755371
	Iteration 28Q: 3 clusters Score -8535103 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -8535115.000000 Penalty: 3614.755371
	Iteration 29Q: 3 clusters Score -8535115 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -8535139.000000 Penalty: 3614.755371
	Iteration 30Q: 3 clusters Score -8535139 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -8535153.000000 Penalty: 3614.755371
	Iteration 31Q: 3 clusters Score -8535153 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -8535161.000000 Penalty: 3614.755371
	Iteration 32Q: 3 clusters Score -8535161 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -8535170.000000 Penalty: 3614.755371
	Iteration 33Q: 3 clusters Score -8535170 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -8535186.000000 Penalty: 3614.755371
	Iteration 34Q: 3 clusters Score -8535186 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -8535219.000000 Penalty: 3614.755371
	Iteration 35Q: 3 clusters Score -8535219 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -8535245.000000 Penalty: 3614.755371
	Iteration 36Q: 3 clusters Score -8535245 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -8535302.000000 Penalty: 3614.755371
	Iteration 37Q: 3 clusters Score -8535302 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -8535343.000000 Penalty: 3614.755371
	Iteration 38Q: 3 clusters Score -8535343 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -8535378.000000 Penalty: 3614.755371
	Iteration 39Q: 3 clusters Score -8535378 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -8535428.000000 Penalty: 3614.755371
	Iteration 40F: 3 clusters Score -8535428 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -8535484.000000 Penalty: 3614.755371
	Iteration 41Q: 3 clusters Score -8535484 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -8535513.000000 Penalty: 3614.755371
	Iteration 42Q: 3 clusters Score -8535513 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -8535533.000000 Penalty: 3614.755371
	Iteration 43Q: 3 clusters Score -8535533 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -8535541.000000 Penalty: 3614.755371
	Iteration 44Q: 3 clusters Score -8535541 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -8535550.000000 Penalty: 3614.755371
	Iteration 45Q: 3 clusters Score -8535550 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -8535598.000000 Penalty: 3614.755371
	Iteration 46Q: 3 clusters Score -8535598 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -8535606.000000 Penalty: 3614.755371
	Iteration 47Q: 3 clusters Score -8535606 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -8535651.000000 Penalty: 3614.755371
	Iteration 48Q: 3 clusters Score -8535651 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -8535698.000000 Penalty: 3614.755371
	Iteration 49Q: 3 clusters Score -8535698 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -8535749.000000 Penalty: 3614.755371
	Iteration 50Q: 3 clusters Score -8535749 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -8535738.000000 Penalty: 3614.755371
	Iteration 51Q: 3 clusters Score -8535738 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -8535761.000000 Penalty: 3614.755371
	Iteration 52Q: 3 clusters Score -8535761 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -8535752.000000 Penalty: 3614.755371
	Iteration 53Q: 3 clusters Score -8535752 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -8535809.000000 Penalty: 3614.755371
	Iteration 54Q: 3 clusters Score -8535809 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -8535858.000000 Penalty: 3614.755371
	Iteration 55Q: 3 clusters Score -8535858 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -8535850.000000 Penalty: 3614.755371
	Iteration 56Q: 3 clusters Score -8535850 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -8535876.000000 Penalty: 3614.755371
	Iteration 57Q: 3 clusters Score -8535876 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -8535883.000000 Penalty: 3614.755371
	Iteration 58Q: 3 clusters Score -8535883 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -8535867.000000 Penalty: 3614.755371
	Iteration 59Q: 3 clusters Score -8535867 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -8535906.000000 Penalty: 3614.755371
	Iteration 60F: 3 clusters Score -8535906 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -8535939.000000 Penalty: 3614.755371
	Iteration 61Q: 3 clusters Score -8535939 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -8535951.000000 Penalty: 3614.755371
	Iteration 62Q: 3 clusters Score -8535951 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -8535928.000000 Penalty: 3614.755371
	Iteration 63Q: 3 clusters Score -8535928 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -8535972.000000 Penalty: 3614.755371
	Iteration 64Q: 3 clusters Score -8535972 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -8536000.000000 Penalty: 3614.755371
	Iteration 65Q: 3 clusters Score -8536000 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -8536045.000000 Penalty: 3614.755371
	Iteration 66Q: 3 clusters Score -8536045 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -8536074.000000 Penalty: 3614.755371
	Iteration 67Q: 3 clusters Score -8536074 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -8536084.000000 Penalty: 3614.755371
	Iteration 68Q: 3 clusters Score -8536084 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -8536131.000000 Penalty: 3614.755371
	Iteration 69Q: 3 clusters Score -8536131 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -8536149.000000 Penalty: 3614.755371
	Iteration 70Q: 3 clusters Score -8536149 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -8536177.000000 Penalty: 3614.755371
	Iteration 71Q: 3 clusters Score -8536177 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -8536217.000000 Penalty: 3614.755371
	Iteration 72Q: 3 clusters Score -8536217 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -8536233.000000 Penalty: 3614.755371
	Iteration 73Q: 3 clusters Score -8536233 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -8536296.000000 Penalty: 3614.755371
	Iteration 74Q: 3 clusters Score -8536296 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -8536309.000000 Penalty: 3614.755371
	Iteration 75Q: 3 clusters Score -8536309 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -8536332.000000 Penalty: 3614.755371
	Iteration 76Q: 3 clusters Score -8536332 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -8536311.000000 Penalty: 3614.755371
	Iteration 77Q: 3 clusters Score -8536311 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -8536323.000000 Penalty: 3614.755371
	Iteration 78Q: 3 clusters Score -8536323 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -8536335.000000 Penalty: 3614.755371
	Iteration 79Q: 3 clusters Score -8536335 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -8536365.000000 Penalty: 3614.755371
	Iteration 80F: 3 clusters Score -8536365 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -8536379.000000 Penalty: 3614.755371
	Iteration 81Q: 3 clusters Score -8536379 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -8536404.000000 Penalty: 3614.755371
	Iteration 82Q: 3 clusters Score -8536404 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -8536384.000000 Penalty: 3614.755371
	Iteration 83Q: 3 clusters Score -8536384 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -8536381.000000 Penalty: 3614.755371
	Iteration 84Q: 3 clusters Score -8536381 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -8536380.000000 Penalty: 3614.755371
	Iteration 85Q: 3 clusters Score -8536380 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -8536416.000000 Penalty: 3614.755371
	Iteration 86Q: 3 clusters Score -8536416 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -8536447.000000 Penalty: 3614.755371
	Iteration 87Q: 3 clusters Score -8536447 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -8536437.000000 Penalty: 3614.755371
	Iteration 88Q: 3 clusters Score -8536437 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -8536488.000000 Penalty: 3614.755371
	Iteration 89Q: 3 clusters Score -8536488 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -8536520.000000 Penalty: 3614.755371
	Iteration 90Q: 3 clusters Score -8536520 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -8536521.000000 Penalty: 3614.755371
	Iteration 91Q: 3 clusters Score -8536521 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -8536540.000000 Penalty: 3614.755371
	Iteration 92Q: 3 clusters Score -8536540 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -8536535.000000 Penalty: 3614.755371
	Iteration 93Q: 3 clusters Score -8536535 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -8536581.000000 Penalty: 3614.755371
	Iteration 94Q: 3 clusters Score -8536581 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -8536614.000000 Penalty: 3614.755371
	Iteration 95Q: 3 clusters Score -8536614 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -8536657.000000 Penalty: 3614.755371
	Iteration 96Q: 3 clusters Score -8536657 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -8536677.000000 Penalty: 3614.755371
	Iteration 97Q: 3 clusters Score -8536677 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -8536686.000000 Penalty: 3614.755371
	Iteration 98Q: 3 clusters Score -8536686 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -8536680.000000 Penalty: 3614.755371
	Iteration 99Q: 3 clusters Score -8536680 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -8536699.000000 Penalty: 3614.755371
	Iteration 100F: 3 clusters Score -8536699 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -8536748.000000 Penalty: 3614.755371
	Iteration 101Q: 3 clusters Score -8536748 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -8536780.000000 Penalty: 3614.755371
	Iteration 102Q: 3 clusters Score -8536780 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -8536818.000000 Penalty: 3614.755371
	Iteration 103Q: 3 clusters Score -8536818 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -8536852.000000 Penalty: 3614.755371
	Iteration 104Q: 3 clusters Score -8536852 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -8536863.000000 Penalty: 3614.755371
	Iteration 105Q: 3 clusters Score -8536863 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -8536883.000000 Penalty: 3614.755371
	Iteration 106Q: 3 clusters Score -8536883 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -8536896.000000 Penalty: 3614.755371
	Iteration 107Q: 3 clusters Score -8536896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -8536904.000000 Penalty: 3614.755371
	Iteration 108Q: 3 clusters Score -8536904 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -8536921.000000 Penalty: 3614.755371
	Iteration 109Q: 3 clusters Score -8536921 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -8536934.000000 Penalty: 3614.755371
	Iteration 110Q: 3 clusters Score -8536934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -8536930.000000 Penalty: 3614.755371
	Iteration 111Q: 3 clusters Score -8536930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -8536921.000000 Penalty: 3614.755371
	Iteration 112Q: 3 clusters Score -8536921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -8536933.000000 Penalty: 3614.755371
	Iteration 113Q: 3 clusters Score -8536933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -8536945.000000 Penalty: 3614.755371
	Iteration 114Q: 3 clusters Score -8536945 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -8536935.000000 Penalty: 3614.755371
	Iteration 115Q: 3 clusters Score -8536935 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -8536940.000000 Penalty: 3614.755371
	Iteration 116Q: 3 clusters Score -8536940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -8536942.000000 Penalty: 3614.755371
	Iteration 117Q: 3 clusters Score -8536942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -8536974.000000 Penalty: 3614.755371
	Iteration 118Q: 3 clusters Score -8536974 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -8536968.000000 Penalty: 3614.755371
	Iteration 119Q: 3 clusters Score -8536968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -8536995.000000 Penalty: 3614.755371
	Iteration 120F: 3 clusters Score -8536995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -8537006.000000 Penalty: 3614.755371
	Iteration 121Q: 3 clusters Score -8537006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -8536988.000000 Penalty: 3614.755371
	Iteration 122Q: 3 clusters Score -8536988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8536997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -8536993.000000 Penalty: 3614.755371
	Iteration 124Q: 3 clusters Score -8536993 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -8537002.000000 Penalty: 3614.755371
	Iteration 125Q: 3 clusters Score -8537002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -8537012.000000 Penalty: 3614.755371
	Iteration 126Q: 3 clusters Score -8537012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -8537001.000000 Penalty: 3614.755371
	Iteration 127Q: 3 clusters Score -8537001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -8537020.000000 Penalty: 3614.755371
	Iteration 128Q: 3 clusters Score -8537020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -8537019.000000 Penalty: 3614.755371
	Iteration 129Q: 3 clusters Score -8537019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8537020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -8537018.000000 Penalty: 3614.755371
	Iteration 131Q: 3 clusters Score -8537018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8537018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -8537023.000000 Penalty: 3614.755371
	Iteration 133Q: 3 clusters Score -8537023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -8537026.000000 Penalty: 3614.755371
	Iteration 134Q: 3 clusters Score -8537026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -8537030.000000 Penalty: 3614.755371
	Iteration 135Q: 3 clusters Score -8537030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -8537017.000000 Penalty: 3614.755371
	Iteration 136Q: 3 clusters Score -8537017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -8537005.000000 Penalty: 3614.755371
	Iteration 137Q: 3 clusters Score -8537005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -8537014.000000 Penalty: 3614.755371
	Iteration 138Q: 3 clusters Score -8537014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -8537024.000000 Penalty: 3614.755371
	Iteration 139Q: 3 clusters Score -8537024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -8537026.000000 Penalty: 3614.755371
	Iteration 140F: 3 clusters Score -8537026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -8537019.000000 Penalty: 3614.755371
	Iteration 141Q: 3 clusters Score -8537019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8537019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -8537017.000000 Penalty: 3614.755371
	Iteration 143Q: 3 clusters Score -8537017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8537017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -8537012.000000 Penalty: 3614.755371
	Iteration 145Q: 3 clusters Score -8537012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -8537006.000000 Penalty: 3614.755371
	Iteration 146Q: 3 clusters Score -8537006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -8537002.000000 Penalty: 3614.755371
	Iteration 147Q: 3 clusters Score -8537002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -8537010.000000 Penalty: 3614.755371
	Iteration 148Q: 3 clusters Score -8537010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -8537003.000000 Penalty: 3614.755371
	Iteration 149Q: 3 clusters Score -8537003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -8536995.000000 Penalty: 3614.755371
	Iteration 150Q: 3 clusters Score -8536995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -8537006.000000 Penalty: 3614.755371
	Iteration 151Q: 3 clusters Score -8537006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -8537018.000000 Penalty: 3614.755371
	Iteration 152Q: 3 clusters Score -8537018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -8537017.000000 Penalty: 3614.755371
	Iteration 153Q: 3 clusters Score -8537017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -8537014.000000 Penalty: 3614.755371
	Iteration 154Q: 3 clusters Score -8537014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -8537009.000000 Penalty: 3614.755371
	Iteration 155Q: 3 clusters Score -8537009 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -8537003.000000 Penalty: 3614.755371
	Iteration 156Q: 3 clusters Score -8537003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -8537004.000000 Penalty: 3614.755371
	Iteration 157Q: 3 clusters Score -8537004 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8537003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -8536999.000000 Penalty: 3614.755371
	Iteration 159Q: 3 clusters Score -8536999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -8537004.000000 Penalty: 3614.755371
	Iteration 160F: 3 clusters Score -8537004 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -8537002.000000 Penalty: 3614.755371
	Iteration 161Q: 3 clusters Score -8537002 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -8537001.000000 Penalty: 3614.755371
	Iteration 162Q: 3 clusters Score -8537001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -8536992.000000 Penalty: 3614.755371
	Iteration 163Q: 3 clusters Score -8536992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -8536991.000000 Penalty: 3614.755371
	Iteration 164Q: 3 clusters Score -8536991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -8536981.000000 Penalty: 3614.755371
	Iteration 165Q: 3 clusters Score -8536981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -8536989.000000 Penalty: 3614.755371
	Iteration 166Q: 3 clusters Score -8536989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -8536984.000000 Penalty: 3614.755371
	Iteration 167Q: 3 clusters Score -8536984 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8536992 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -8536996.000000 Penalty: 3614.755371
	Iteration 169Q: 3 clusters Score -8536996 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8536997 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -8536994.000000 Penalty: 3614.755371
	Iteration 171Q: 3 clusters Score -8536994 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -8536990.000000 Penalty: 3614.755371
	Iteration 172Q: 3 clusters Score -8536990 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -8536984.000000 Penalty: 3614.755371
	Iteration 173Q: 3 clusters Score -8536984 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -8536974.000000 Penalty: 3614.755371
	Iteration 174Q: 3 clusters Score -8536974 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -8536968.000000 Penalty: 3614.755371
	Iteration 175Q: 3 clusters Score -8536968 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -8536967.000000 Penalty: 3614.755371
	Iteration 176Q: 3 clusters Score -8536967 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8536974 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -8536956.000000 Penalty: 3614.755371
	Iteration 178Q: 3 clusters Score -8536956 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -8536969.000000 Penalty: 3614.755371
	Iteration 179Q: 3 clusters Score -8536969 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -8536972.000000 Penalty: 3614.755371
	Iteration 180F: 3 clusters Score -8536972 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -8536970.000000 Penalty: 3614.755371
	Iteration 181Q: 3 clusters Score -8536970 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 64624 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8536970 nChanged 10
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Mstep: Class 1 contains 3031 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8536972 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8536971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
Score: -8536974.000000 Penalty: 3614.755371
	Iteration 185Q: 3 clusters Score -8536974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -8536976.000000 Penalty: 3614.755371
	Iteration 186Q: 3 clusters Score -8536976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -8536978.000000 Penalty: 3614.755371
	Iteration 187Q: 3 clusters Score -8536978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -8536981.000000 Penalty: 3614.755371
	Iteration 188Q: 3 clusters Score -8536981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -8536979.000000 Penalty: 3614.755371
	Iteration 189Q: 3 clusters Score -8536979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -8536984.000000 Penalty: 3614.755371
	Iteration 190Q: 3 clusters Score -8536984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -8536980.000000 Penalty: 3614.755371
	Iteration 191Q: 3 clusters Score -8536980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -8536976.000000 Penalty: 3614.755371
	Iteration 192Q: 3 clusters Score -8536976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -8536976.000000 Penalty: 3614.755371
	Iteration 193Q: 3 clusters Score -8536976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -8536977.000000 Penalty: 3614.755371
	Iteration 194Q: 3 clusters Score -8536977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -8536973.000000 Penalty: 3614.755371
	Iteration 195Q: 3 clusters Score -8536973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -8536980.000000 Penalty: 3614.755371
	Iteration 196Q: 3 clusters Score -8536980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -8536980.000000 Penalty: 3614.755371
	Iteration 197Q: 3 clusters Score -8536980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -8536989.000000 Penalty: 3614.755371
	Iteration 198Q: 3 clusters Score -8536989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -8536992.000000 Penalty: 3614.755371
	Iteration 199Q: 3 clusters Score -8536992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -8536986.000000 Penalty: 3614.755371
	Iteration 200F: 3 clusters Score -8536986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -8536994.000000 Penalty: 3614.755371
	Iteration 201Q: 3 clusters Score -8536994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -8537004.000000 Penalty: 3614.755371
	Iteration 202Q: 3 clusters Score -8537004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -8537012.000000 Penalty: 3614.755371
	Iteration 203Q: 3 clusters Score -8537012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -8537007.000000 Penalty: 3614.755371
	Iteration 204Q: 3 clusters Score -8537007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -8537013.000000 Penalty: 3614.755371
	Iteration 205Q: 3 clusters Score -8537013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -8537013.000000 Penalty: 3614.755371
	Iteration 206Q: 3 clusters Score -8537013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -8537017.000000 Penalty: 3614.755371
	Iteration 207Q: 3 clusters Score -8537017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -8537009.000000 Penalty: 3614.755371
	Iteration 208Q: 3 clusters Score -8537009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -8537010.000000 Penalty: 3614.755371
	Iteration 209Q: 3 clusters Score -8537010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -8537003.000000 Penalty: 3614.755371
	Iteration 210Q: 3 clusters Score -8537003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -8536994.000000 Penalty: 3614.755371
	Iteration 211Q: 3 clusters Score -8536994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -8536997.000000 Penalty: 3614.755371
	Iteration 212Q: 3 clusters Score -8536997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -8536996.000000 Penalty: 3614.755371
	Iteration 213Q: 3 clusters Score -8536996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -8536995.000000 Penalty: 3614.755371
	Iteration 214Q: 3 clusters Score -8536995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -8536995.000000 Penalty: 3614.755371
	Iteration 215F: 3 clusters Score -8536995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -142989.140625 Penalty: 1159.290283
	Iteration 0F: 2 clusters Score -142989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -141384.875000 Penalty: 2318.580566
	Iteration 0F: 3 clusters Score -141384.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141691.156250 Penalty: 2318.580566
	Iteration 1F: 3 clusters Score -141691.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -141763.218750 Penalty: 2318.580566
	Iteration 2F: 3 clusters Score -141763.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -141826.203125 Penalty: 2318.580566
	Iteration 3Q: 3 clusters Score -141826.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -141871.984375 Penalty: 2318.580566
	Iteration 4Q: 3 clusters Score -141872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -141911.953125 Penalty: 2318.580566
	Iteration 5Q: 3 clusters Score -141912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -141945.437500 Penalty: 2318.580566
	Iteration 6Q: 3 clusters Score -141945.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -141965.468750 Penalty: 2318.580566
	Iteration 7Q: 3 clusters Score -141965.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -141982.531250 Penalty: 2318.580566
	Iteration 8Q: 3 clusters Score -141982.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -141999.625000 Penalty: 2318.580566
	Iteration 9Q: 3 clusters Score -141999.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -142016.671875 Penalty: 2318.580566
	Iteration 10Q: 3 clusters Score -142016.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -142028.140625 Penalty: 2318.580566
	Iteration 11Q: 3 clusters Score -142028.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142040.609375 Penalty: 2318.580566
	Iteration 12Q: 3 clusters Score -142040.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -142051.359375 Penalty: 2318.580566
	Iteration 13Q: 3 clusters Score -142051.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -142063.265625 Penalty: 2318.580566
	Iteration 14Q: 3 clusters Score -142063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -142069.859375 Penalty: 2318.580566
	Iteration 15Q: 3 clusters Score -142069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -142072.796875 Penalty: 2318.580566
	Iteration 16Q: 3 clusters Score -142072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -142076.171875 Penalty: 2318.580566
	Iteration 17Q: 3 clusters Score -142076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -142079.984375 Penalty: 2318.580566
	Iteration 18Q: 3 clusters Score -142080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -142081.859375 Penalty: 2318.580566
	Iteration 19Q: 3 clusters Score -142081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -142084.015625 Penalty: 2318.580566
	Iteration 20F: 3 clusters Score -142084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -142088.015625 Penalty: 2318.580566
	Iteration 21Q: 3 clusters Score -142088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -142096.218750 Penalty: 2318.580566
	Iteration 22Q: 3 clusters Score -142096.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -142106.000000 Penalty: 2318.580566
	Iteration 23Q: 3 clusters Score -142106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -142118.312500 Penalty: 2318.580566
	Iteration 24Q: 3 clusters Score -142118.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -142130.812500 Penalty: 2318.580566
	Iteration 25Q: 3 clusters Score -142130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -142139.750000 Penalty: 2318.580566
	Iteration 26Q: 3 clusters Score -142139.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -142150.687500 Penalty: 2318.580566
	Iteration 27Q: 3 clusters Score -142150.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -142162.171875 Penalty: 2318.580566
	Iteration 28Q: 3 clusters Score -142162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -142165.859375 Penalty: 2318.580566
	Iteration 29Q: 3 clusters Score -142165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -142170.140625 Penalty: 2318.580566
	Iteration 30Q: 3 clusters Score -142170.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -142178.203125 Penalty: 2318.580566
	Iteration 31Q: 3 clusters Score -142178.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -142191.156250 Penalty: 2318.580566
	Iteration 32Q: 3 clusters Score -142191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -142201.343750 Penalty: 2318.580566
	Iteration 33Q: 3 clusters Score -142201.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -142209.593750 Penalty: 2318.580566
	Iteration 34Q: 3 clusters Score -142209.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -142222.421875 Penalty: 2318.580566
	Iteration 35Q: 3 clusters Score -142222.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -142230.562500 Penalty: 2318.580566
	Iteration 36Q: 3 clusters Score -142230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -142237.406250 Penalty: 2318.580566
	Iteration 37Q: 3 clusters Score -142237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -142240.421875 Penalty: 2318.580566
	Iteration 38Q: 3 clusters Score -142240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -142245.234375 Penalty: 2318.580566
	Iteration 39Q: 3 clusters Score -142245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -142249.968750 Penalty: 2318.580566
	Iteration 40F: 3 clusters Score -142250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -142254.500000 Penalty: 2318.580566
	Iteration 41Q: 3 clusters Score -142254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -142256.750000 Penalty: 2318.580566
	Iteration 42Q: 3 clusters Score -142256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -142260.125000 Penalty: 2318.580566
	Iteration 43Q: 3 clusters Score -142260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -142267.078125 Penalty: 2318.580566
	Iteration 44Q: 3 clusters Score -142267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -142269.515625 Penalty: 2318.580566
	Iteration 45Q: 3 clusters Score -142269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -142271.937500 Penalty: 2318.580566
	Iteration 46Q: 3 clusters Score -142271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -142276.218750 Penalty: 2318.580566
	Iteration 47Q: 3 clusters Score -142276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -142280.156250 Penalty: 2318.580566
	Iteration 48Q: 3 clusters Score -142280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -142282.828125 Penalty: 2318.580566
	Iteration 49Q: 3 clusters Score -142282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -142286.593750 Penalty: 2318.580566
	Iteration 50Q: 3 clusters Score -142286.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -142290.984375 Penalty: 2318.580566
	Iteration 51Q: 3 clusters Score -142291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -142294.609375 Penalty: 2318.580566
	Iteration 52Q: 3 clusters Score -142294.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -142299.875000 Penalty: 2318.580566
	Iteration 53Q: 3 clusters Score -142299.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -142305.078125 Penalty: 2318.580566
	Iteration 54Q: 3 clusters Score -142305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -142307.484375 Penalty: 2318.580566
	Iteration 55Q: 3 clusters Score -142307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -142308.015625 Penalty: 2318.580566
	Iteration 56Q: 3 clusters Score -142308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -142308.015625 Penalty: 2318.580566
	Iteration 57F: 3 clusters Score -142308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -24747.648438 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -24747.65 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 137 members 
Entering Unmasked Estep 
Score: -23931.625000 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -23931.62 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24155.912109 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -24155.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24305.560547 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -24305.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24377.244141 Penalty: 1849.366821
	Iteration 3F: 3 clusters Score -24377.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24459.933594 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -24459.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24497.781250 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -24497.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24532.945312 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -24532.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24560.501953 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -24560.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24610.902344 Penalty: 1849.366821
	Iteration 8Q: 3 clusters Score -24610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24620.544922 Penalty: 1849.366821
	Iteration 9Q: 3 clusters Score -24620.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24633.228516 Penalty: 1849.366821
	Iteration 10Q: 3 clusters Score -24633.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24633.228516 Penalty: 1849.366821
	Iteration 11F: 3 clusters Score -24633.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -62470.558594 Penalty: 1043.777588
	Iteration 0F: 2 clusters Score -62470.56 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 315 members 
Entering Unmasked Estep 
Score: -61364.289062 Penalty: 2087.555176
	Iteration 0F: 3 clusters Score -61364.29 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61659.207031 Penalty: 2087.555176
	Iteration 1F: 3 clusters Score -61659.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61908.125000 Penalty: 2087.555176
	Iteration 2F: 3 clusters Score -61908.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -62076.304688 Penalty: 2087.555176
	Iteration 3F: 3 clusters Score -62076.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62172.628906 Penalty: 2087.555176
	Iteration 4F: 3 clusters Score -62172.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62252.390625 Penalty: 2087.555176
	Iteration 5Q: 3 clusters Score -62252.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62310.945312 Penalty: 2087.555176
	Iteration 6Q: 3 clusters Score -62310.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62338.933594 Penalty: 2087.555176
	Iteration 7Q: 3 clusters Score -62338.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62364.796875 Penalty: 2087.555176
	Iteration 8Q: 3 clusters Score -62364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62387.632812 Penalty: 2087.555176
	Iteration 9Q: 3 clusters Score -62387.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62413.675781 Penalty: 2087.555176
	Iteration 10Q: 3 clusters Score -62413.68 nChanged 5
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: -62429.613281 Penalty: 2087.555176
	Iteration 11Q: 3 clusters Score -62429.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62433.828125 Penalty: 2087.555176
	Iteration 12Q: 3 clusters Score -62433.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62433.828125 Penalty: 2087.555176
	Iteration 13F: 3 clusters Score -62433.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15654.929688 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -15654.93 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 130 members 
Entering Unmasked Estep 
Score: -15028.272461 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -15028.27 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15208.753906 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -15208.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15280.306641 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -15280.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15297.693359 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -15297.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15305.608398 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -15305.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15315.194336 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -15315.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15336.608398 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -15336.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15349.252930 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -15349.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15390.647461 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -15390.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15394.328125 Penalty: 1787.908936
	Iteration 9Q: 3 clusters Score -15394.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15398.706055 Penalty: 1787.908936
	Iteration 10Q: 3 clusters Score -15398.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15403.427734 Penalty: 1787.908936
	Iteration 11Q: 3 clusters Score -15403.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15404.056641 Penalty: 1787.908936
	Iteration 12Q: 3 clusters Score -15404.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15404.056641 Penalty: 1787.908936
	Iteration 13F: 3 clusters Score -15404.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Entering Unmasked Estep 
Score: -1185992.125000 Penalty: 1493.048706
	Iteration 0F: 2 clusters Score -1185992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1178905.625000 Penalty: 2986.097412
	Iteration 0F: 3 clusters Score -1178906 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1181355.375000 Penalty: 2986.097412
	Iteration 1F: 3 clusters Score -1181355 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1181770.750000 Penalty: 2986.097412
	Iteration 2F: 3 clusters Score -1181771 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1182220.625000 Penalty: 2986.097412
	Iteration 3F: 3 clusters Score -1182221 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1182681.875000 Penalty: 2986.097412
	Iteration 4F: 3 clusters Score -1182682 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1183235.875000 Penalty: 2986.097412
	Iteration 5F: 3 clusters Score -1183236 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1183760.375000 Penalty: 2986.097412
	Iteration 6F: 3 clusters Score -1183760 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1184181.625000 Penalty: 2986.097412
	Iteration 7F: 3 clusters Score -1184182 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1184469.875000 Penalty: 2986.097412
	Iteration 8Q: 3 clusters Score -1184470 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1184637.125000 Penalty: 2986.097412
	Iteration 9Q: 3 clusters Score -1184637 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1184726.125000 Penalty: 2986.097412
	Iteration 10Q: 3 clusters Score -1184726 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1184784.875000 Penalty: 2986.097412
	Iteration 11Q: 3 clusters Score -1184785 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1184826.750000 Penalty: 2986.097412
	Iteration 12Q: 3 clusters Score -1184827 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1184857.250000 Penalty: 2986.097412
	Iteration 13Q: 3 clusters Score -1184857 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1184886.000000 Penalty: 2986.097412
	Iteration 14Q: 3 clusters Score -1184886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1184900.625000 Penalty: 2986.097412
	Iteration 15Q: 3 clusters Score -1184901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1184918.375000 Penalty: 2986.097412
	Iteration 16Q: 3 clusters Score -1184918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1184924.375000 Penalty: 2986.097412
	Iteration 17Q: 3 clusters Score -1184924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1184929.125000 Penalty: 2986.097412
	Iteration 18Q: 3 clusters Score -1184929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1184936.125000 Penalty: 2986.097412
	Iteration 19Q: 3 clusters Score -1184936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1184940.375000 Penalty: 2986.097412
	Iteration 20F: 3 clusters Score -1184940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1184946.750000 Penalty: 2986.097412
	Iteration 21Q: 3 clusters Score -1184947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1184957.000000 Penalty: 2986.097412
	Iteration 22Q: 3 clusters Score -1184957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1184959.625000 Penalty: 2986.097412
	Iteration 23Q: 3 clusters Score -1184960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1184961.000000 Penalty: 2986.097412
	Iteration 24Q: 3 clusters Score -1184961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1184958.625000 Penalty: 2986.097412
	Iteration 25Q: 3 clusters Score -1184959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1184960.875000 Penalty: 2986.097412
	Iteration 26Q: 3 clusters Score -1184961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1184960.500000 Penalty: 2986.097412
	Iteration 27Q: 3 clusters Score -1184960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1184960.875000 Penalty: 2986.097412
	Iteration 28Q: 3 clusters Score -1184961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1184963.875000 Penalty: 2986.097412
	Iteration 29Q: 3 clusters Score -1184964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1184963.000000 Penalty: 2986.097412
	Iteration 30Q: 3 clusters Score -1184963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1184966.625000 Penalty: 2986.097412
	Iteration 31Q: 3 clusters Score -1184967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1184971.250000 Penalty: 2986.097412
	Iteration 32Q: 3 clusters Score -1184971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1184971.000000 Penalty: 2986.097412
	Iteration 33Q: 3 clusters Score -1184971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1184973.625000 Penalty: 2986.097412
	Iteration 34Q: 3 clusters Score -1184974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1184974.375000 Penalty: 2986.097412
	Iteration 35Q: 3 clusters Score -1184974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1184974.250000 Penalty: 2986.097412
	Iteration 36Q: 3 clusters Score -1184974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1184977.625000 Penalty: 2986.097412
	Iteration 37Q: 3 clusters Score -1184978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1184978.000000 Penalty: 2986.097412
	Iteration 38Q: 3 clusters Score -1184978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1184980.000000 Penalty: 2986.097412
	Iteration 39Q: 3 clusters Score -1184980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1184982.000000 Penalty: 2986.097412
	Iteration 40F: 3 clusters Score -1184982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1184981.750000 Penalty: 2986.097412
	Iteration 41Q: 3 clusters Score -1184982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1184982.000000 Penalty: 2986.097412
	Iteration 42Q: 3 clusters Score -1184982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1184982.500000 Penalty: 2986.097412
	Iteration 43Q: 3 clusters Score -1184982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1184981.250000 Penalty: 2986.097412
	Iteration 44Q: 3 clusters Score -1184981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1184983.125000 Penalty: 2986.097412
	Iteration 45Q: 3 clusters Score -1184983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1184984.250000 Penalty: 2986.097412
	Iteration 46Q: 3 clusters Score -1184984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1184985.875000 Penalty: 2986.097412
	Iteration 47Q: 3 clusters Score -1184986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1184984.500000 Penalty: 2986.097412
	Iteration 48Q: 3 clusters Score -1184984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1184988.375000 Penalty: 2986.097412
	Iteration 49Q: 3 clusters Score -1184988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1184989.375000 Penalty: 2986.097412
	Iteration 50Q: 3 clusters Score -1184989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1184990.125000 Penalty: 2986.097412
	Iteration 51Q: 3 clusters Score -1184990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1184990.125000 Penalty: 2986.097412
	Iteration 52F: 3 clusters Score -1184990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (51970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Entering Unmasked Estep 
Score: -6586627.000000 Penalty: 1764.493652
	Iteration 0F: 2 clusters Score -6586627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -6552514.500000 Penalty: 3528.987305
	Iteration 0F: 3 clusters Score -6552514 nChanged 24316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -6566529.000000 Penalty: 3528.987305
	Iteration 1F: 3 clusters Score -6566529 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -6567559.000000 Penalty: 3528.987305
	Iteration 2Q: 3 clusters Score -6567559 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -6568943.000000 Penalty: 3528.987305
	Iteration 3Q: 3 clusters Score -6568943 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -6570621.000000 Penalty: 3528.987305
	Iteration 4F: 3 clusters Score -6570621 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -6572663.000000 Penalty: 3528.987305
	Iteration 5F: 3 clusters Score -6572663 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -6574892.500000 Penalty: 3528.987305
	Iteration 6F: 3 clusters Score -6574892 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -6577086.000000 Penalty: 3528.987305
	Iteration 7F: 3 clusters Score -6577086 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -6578923.500000 Penalty: 3528.987305
	Iteration 8F: 3 clusters Score -6578924 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -6579978.500000 Penalty: 3528.987305
	Iteration 9Q: 3 clusters Score -6579978 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -6580436.500000 Penalty: 3528.987305
	Iteration 10Q: 3 clusters Score -6580436 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -6580735.500000 Penalty: 3528.987305
	Iteration 11Q: 3 clusters Score -6580736 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -6580969.000000 Penalty: 3528.987305
	Iteration 12Q: 3 clusters Score -6580969 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -6581117.500000 Penalty: 3528.987305
	Iteration 13Q: 3 clusters Score -6581118 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -6581271.500000 Penalty: 3528.987305
	Iteration 14Q: 3 clusters Score -6581272 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -6581380.000000 Penalty: 3528.987305
	Iteration 15Q: 3 clusters Score -6581380 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -6581489.000000 Penalty: 3528.987305
	Iteration 16Q: 3 clusters Score -6581489 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -6581575.000000 Penalty: 3528.987305
	Iteration 17Q: 3 clusters Score -6581575 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -6581673.500000 Penalty: 3528.987305
	Iteration 18Q: 3 clusters Score -6581674 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -6581749.500000 Penalty: 3528.987305
	Iteration 19Q: 3 clusters Score -6581750 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -6581835.500000 Penalty: 3528.987305
	Iteration 20F: 3 clusters Score -6581836 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -6581910.000000 Penalty: 3528.987305
	Iteration 21Q: 3 clusters Score -6581910 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -6581941.000000 Penalty: 3528.987305
	Iteration 22Q: 3 clusters Score -6581941 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -6581963.500000 Penalty: 3528.987305
	Iteration 23Q: 3 clusters Score -6581964 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -6582067.500000 Penalty: 3528.987305
	Iteration 24Q: 3 clusters Score -6582068 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -6582087.500000 Penalty: 3528.987305
	Iteration 25Q: 3 clusters Score -6582088 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -6582119.500000 Penalty: 3528.987305
	Iteration 26Q: 3 clusters Score -6582120 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -6582172.500000 Penalty: 3528.987305
	Iteration 27Q: 3 clusters Score -6582172 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -6582225.000000 Penalty: 3528.987305
	Iteration 28Q: 3 clusters Score -6582225 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -6582267.500000 Penalty: 3528.987305
	Iteration 29Q: 3 clusters Score -6582268 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -6582317.500000 Penalty: 3528.987305
	Iteration 30Q: 3 clusters Score -6582318 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -6582373.500000 Penalty: 3528.987305
	Iteration 31Q: 3 clusters Score -6582374 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -6582406.500000 Penalty: 3528.987305
	Iteration 32Q: 3 clusters Score -6582406 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -6582463.500000 Penalty: 3528.987305
	Iteration 33Q: 3 clusters Score -6582464 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -6582505.500000 Penalty: 3528.987305
	Iteration 34Q: 3 clusters Score -6582506 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -6582533.500000 Penalty: 3528.987305
	Iteration 35Q: 3 clusters Score -6582534 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -6582569.500000 Penalty: 3528.987305
	Iteration 36Q: 3 clusters Score -6582570 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -6582618.000000 Penalty: 3528.987305
	Iteration 37Q: 3 clusters Score -6582618 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -6582662.000000 Penalty: 3528.987305
	Iteration 38Q: 3 clusters Score -6582662 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -6582743.000000 Penalty: 3528.987305
	Iteration 39Q: 3 clusters Score -6582743 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -6582820.500000 Penalty: 3528.987305
	Iteration 40F: 3 clusters Score -6582820 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -6582866.000000 Penalty: 3528.987305
	Iteration 41Q: 3 clusters Score -6582866 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -6582940.000000 Penalty: 3528.987305
	Iteration 42Q: 3 clusters Score -6582940 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -6582982.000000 Penalty: 3528.987305
	Iteration 43Q: 3 clusters Score -6582982 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -6583035.500000 Penalty: 3528.987305
	Iteration 44Q: 3 clusters Score -6583036 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -6583096.500000 Penalty: 3528.987305
	Iteration 45Q: 3 clusters Score -6583096 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -6583199.500000 Penalty: 3528.987305
	Iteration 46Q: 3 clusters Score -6583200 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -6583268.000000 Penalty: 3528.987305
	Iteration 47Q: 3 clusters Score -6583268 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -6583345.000000 Penalty: 3528.987305
	Iteration 48Q: 3 clusters Score -6583345 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -6583463.500000 Penalty: 3528.987305
	Iteration 49Q: 3 clusters Score -6583464 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -6583546.500000 Penalty: 3528.987305
	Iteration 50Q: 3 clusters Score -6583546 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -6583655.500000 Penalty: 3528.987305
	Iteration 51Q: 3 clusters Score -6583656 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -6583734.500000 Penalty: 3528.987305
	Iteration 52Q: 3 clusters Score -6583734 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -6583838.000000 Penalty: 3528.987305
	Iteration 53Q: 3 clusters Score -6583838 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -6583921.500000 Penalty: 3528.987305
	Iteration 54Q: 3 clusters Score -6583922 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -6584055.500000 Penalty: 3528.987305
	Iteration 55Q: 3 clusters Score -6584056 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -6584148.500000 Penalty: 3528.987305
	Iteration 56Q: 3 clusters Score -6584148 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -6584258.500000 Penalty: 3528.987305
	Iteration 57Q: 3 clusters Score -6584258 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -6584333.500000 Penalty: 3528.987305
	Iteration 58Q: 3 clusters Score -6584334 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -6584433.500000 Penalty: 3528.987305
	Iteration 59Q: 3 clusters Score -6584434 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -6584521.500000 Penalty: 3528.987305
	Iteration 60F: 3 clusters Score -6584522 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -6584601.000000 Penalty: 3528.987305
	Iteration 61Q: 3 clusters Score -6584601 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -6584678.500000 Penalty: 3528.987305
	Iteration 62Q: 3 clusters Score -6584678 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -6584732.500000 Penalty: 3528.987305
	Iteration 63Q: 3 clusters Score -6584732 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -6584796.000000 Penalty: 3528.987305
	Iteration 64Q: 3 clusters Score -6584796 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -6584841.000000 Penalty: 3528.987305
	Iteration 65Q: 3 clusters Score -6584841 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -6584864.000000 Penalty: 3528.987305
	Iteration 66Q: 3 clusters Score -6584864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -6584876.500000 Penalty: 3528.987305
	Iteration 67Q: 3 clusters Score -6584876 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -6584923.500000 Penalty: 3528.987305
	Iteration 68Q: 3 clusters Score -6584924 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -6584957.000000 Penalty: 3528.987305
	Iteration 69Q: 3 clusters Score -6584957 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -6584978.000000 Penalty: 3528.987305
	Iteration 70Q: 3 clusters Score -6584978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -6585004.500000 Penalty: 3528.987305
	Iteration 71Q: 3 clusters Score -6585004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -6585012.500000 Penalty: 3528.987305
	Iteration 72Q: 3 clusters Score -6585012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -6585026.500000 Penalty: 3528.987305
	Iteration 73Q: 3 clusters Score -6585026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -6585055.000000 Penalty: 3528.987305
	Iteration 74Q: 3 clusters Score -6585055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -6585056.500000 Penalty: 3528.987305
	Iteration 75Q: 3 clusters Score -6585056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6585088.000000 Penalty: 3528.987305
	Iteration 76Q: 3 clusters Score -6585088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -6585089.500000 Penalty: 3528.987305
	Iteration 77Q: 3 clusters Score -6585090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -6585081.500000 Penalty: 3528.987305
	Iteration 78Q: 3 clusters Score -6585082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -6585084.500000 Penalty: 3528.987305
	Iteration 79Q: 3 clusters Score -6585084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -6585077.000000 Penalty: 3528.987305
	Iteration 80F: 3 clusters Score -6585077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -6585081.000000 Penalty: 3528.987305
	Iteration 81Q: 3 clusters Score -6585081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -6585074.500000 Penalty: 3528.987305
	Iteration 82Q: 3 clusters Score -6585074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -6585078.000000 Penalty: 3528.987305
	Iteration 83Q: 3 clusters Score -6585078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -6585081.000000 Penalty: 3528.987305
	Iteration 84Q: 3 clusters Score -6585081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -6585085.500000 Penalty: 3528.987305
	Iteration 85Q: 3 clusters Score -6585086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -6585086.000000 Penalty: 3528.987305
	Iteration 86Q: 3 clusters Score -6585086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -6585089.500000 Penalty: 3528.987305
	Iteration 87Q: 3 clusters Score -6585090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -6585096.000000 Penalty: 3528.987305
	Iteration 88Q: 3 clusters Score -6585096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -6585101.000000 Penalty: 3528.987305
	Iteration 89Q: 3 clusters Score -6585101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -6585097.000000 Penalty: 3528.987305
	Iteration 90Q: 3 clusters Score -6585097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -6585101.000000 Penalty: 3528.987305
	Iteration 91Q: 3 clusters Score -6585101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -6585100.000000 Penalty: 3528.987305
	Iteration 92Q: 3 clusters Score -6585100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -6585094.000000 Penalty: 3528.987305
	Iteration 93Q: 3 clusters Score -6585094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -6585103.500000 Penalty: 3528.987305
	Iteration 94Q: 3 clusters Score -6585104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -6585111.000000 Penalty: 3528.987305
	Iteration 95Q: 3 clusters Score -6585111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -6585114.000000 Penalty: 3528.987305
	Iteration 96Q: 3 clusters Score -6585114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -6585114.000000 Penalty: 3528.987305
	Iteration 97Q: 3 clusters Score -6585114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -6585106.500000 Penalty: 3528.987305
	Iteration 98Q: 3 clusters Score -6585106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -6585109.000000 Penalty: 3528.987305
	Iteration 99Q: 3 clusters Score -6585109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -6585111.500000 Penalty: 3528.987305
	Iteration 100F: 3 clusters Score -6585112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -6585119.000000 Penalty: 3528.987305
	Iteration 101Q: 3 clusters Score -6585119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -6585128.000000 Penalty: 3528.987305
	Iteration 102Q: 3 clusters Score -6585128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -6585128.500000 Penalty: 3528.987305
	Iteration 103Q: 3 clusters Score -6585128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -6585124.000000 Penalty: 3528.987305
	Iteration 104Q: 3 clusters Score -6585124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -6585130.500000 Penalty: 3528.987305
	Iteration 105Q: 3 clusters Score -6585130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -6585130.000000 Penalty: 3528.987305
	Iteration 106Q: 3 clusters Score -6585130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -6585132.000000 Penalty: 3528.987305
	Iteration 107Q: 3 clusters Score -6585132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -6585135.000000 Penalty: 3528.987305
	Iteration 108Q: 3 clusters Score -6585135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -6585130.000000 Penalty: 3528.987305
	Iteration 109Q: 3 clusters Score -6585130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -6585131.500000 Penalty: 3528.987305
	Iteration 110Q: 3 clusters Score -6585132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -6585129.000000 Penalty: 3528.987305
	Iteration 111Q: 3 clusters Score -6585129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -6585130.000000 Penalty: 3528.987305
	Iteration 112Q: 3 clusters Score -6585130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -6585134.500000 Penalty: 3528.987305
	Iteration 113Q: 3 clusters Score -6585134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -6585129.500000 Penalty: 3528.987305
	Iteration 114Q: 3 clusters Score -6585130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -6585129.500000 Penalty: 3528.987305
	Iteration 115Q: 3 clusters Score -6585130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -6585131.000000 Penalty: 3528.987305
	Iteration 116Q: 3 clusters Score -6585131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -6585130.000000 Penalty: 3528.987305
	Iteration 117Q: 3 clusters Score -6585130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -6585130.000000 Penalty: 3528.987305
	Iteration 118F: 3 clusters Score -6585130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -173651.578125 Penalty: 1193.516846
	Iteration 0F: 2 clusters Score -173651.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -171874.640625 Penalty: 2387.033691
	Iteration 0F: 3 clusters Score -171874.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -172365.750000 Penalty: 2387.033691
	Iteration 1F: 3 clusters Score -172365.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -172522.890625 Penalty: 2387.033691
	Iteration 2F: 3 clusters Score -172522.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -172626.203125 Penalty: 2387.033691
	Iteration 3F: 3 clusters Score -172626.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -172702.609375 Penalty: 2387.033691
	Iteration 4Q: 3 clusters Score -172702.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -172777.046875 Penalty: 2387.033691
	Iteration 5Q: 3 clusters Score -172777 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -172914.984375 Penalty: 2387.033691
	Iteration 6Q: 3 clusters Score -172915 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -173103.890625 Penalty: 2387.033691
	Iteration 7F: 3 clusters Score -173103.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -173264.078125 Penalty: 2387.033691
	Iteration 8F: 3 clusters Score -173264.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -173382.718750 Penalty: 2387.033691
	Iteration 9F: 3 clusters Score -173382.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -173454.203125 Penalty: 2387.033691
	Iteration 10Q: 3 clusters Score -173454.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -173491.718750 Penalty: 2387.033691
	Iteration 11Q: 3 clusters Score -173491.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -173517.906250 Penalty: 2387.033691
	Iteration 12Q: 3 clusters Score -173517.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -173532.281250 Penalty: 2387.033691
	Iteration 13Q: 3 clusters Score -173532.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -173540.218750 Penalty: 2387.033691
	Iteration 14Q: 3 clusters Score -173540.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -173543.171875 Penalty: 2387.033691
	Iteration 15Q: 3 clusters Score -173543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -173544.578125 Penalty: 2387.033691
	Iteration 16Q: 3 clusters Score -173544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -173545.046875 Penalty: 2387.033691
	Iteration 17Q: 3 clusters Score -173545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -173545.046875 Penalty: 2387.033691
	Iteration 18F: 3 clusters Score -173545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86874 members 
Mstep: Class 5 contains 23298 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3853 members 
Mstep: Class 8 contains 64739 members 
Mstep: Class 9 contains 89266 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 33592 members 
Mstep: Class 14 contains 15843 members 
Mstep: Class 15 contains 92988 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12337 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53808 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 88511 members 
Mstep: Class 23 contains 82328 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 67665 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9779 members 
Mstep: Class 34 contains 51970 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242960.000000 Penalty: 75375.343750
Iteration 359Q: 35 clusters Score -1.02243e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86823 members 
Mstep: Class 5 contains 23177 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 64783 members 
Mstep: Class 9 contains 89402 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 33564 members 
Mstep: Class 14 contains 15841 members 
Mstep: Class 15 contains 93041 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53806 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 88500 members 
Mstep: Class 23 contains 82278 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 67672 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9778 members 
Mstep: Class 34 contains 51980 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242968.000000 Penalty: 75375.343750
Iteration 360F: 35 clusters Score -1.02243e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86795 members 
Mstep: Class 5 contains 23070 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3860 members 
Mstep: Class 8 contains 64834 members 
Mstep: Class 9 contains 89525 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9053 members 
Mstep: Class 13 contains 33527 members 
Mstep: Class 14 contains 15838 members 
Mstep: Class 15 contains 93087 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12346 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53811 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 88503 members 
Mstep: Class 23 contains 82212 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3195 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 67679 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9777 members 
Mstep: Class 34 contains 51982 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242920.000000 Penalty: 75375.343750
Iteration 361Q: 35 clusters Score -1.022429e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14222 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86769 members 
Mstep: Class 5 contains 22972 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 64898 members 
Mstep: Class 9 contains 89602 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9060 members 
Mstep: Class 13 contains 33495 members 
Mstep: Class 14 contains 15837 members 
Mstep: Class 15 contains 93201 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53807 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 88464 members 
Mstep: Class 23 contains 82147 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3198 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 67686 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9775 members 
Mstep: Class 34 contains 51982 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243128.000000 Penalty: 75375.343750
Iteration 362Q: 35 clusters Score -1.022431e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14221 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86757 members 
Mstep: Class 5 contains 22866 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3864 members 
Mstep: Class 8 contains 64950 members 
Mstep: Class 9 contains 89646 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 33474 members 
Mstep: Class 14 contains 15835 members 
Mstep: Class 15 contains 93286 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12337 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53813 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 88450 members 
Mstep: Class 23 contains 82109 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 67687 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9772 members 
Mstep: Class 34 contains 51983 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243256.000000 Penalty: 75375.343750
Iteration 363Q: 35 clusters Score -1.022433e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14220 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86736 members 
Mstep: Class 5 contains 22759 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3868 members 
Mstep: Class 8 contains 65001 members 
Mstep: Class 9 contains 89710 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9069 members 
Mstep: Class 13 contains 33457 members 
Mstep: Class 14 contains 15836 members 
Mstep: Class 15 contains 93347 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53816 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 88427 members 
Mstep: Class 23 contains 82090 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 67696 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9771 members 
Mstep: Class 34 contains 51977 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243264.000000 Penalty: 75375.343750
Iteration 364Q: 35 clusters Score -1.022433e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14220 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86726 members 
Mstep: Class 5 contains 22645 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3873 members 
Mstep: Class 8 contains 65052 members 
Mstep: Class 9 contains 89764 members 
Mstep: Class 10 contains 9644 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9070 members 
Mstep: Class 13 contains 33449 members 
Mstep: Class 14 contains 15837 members 
Mstep: Class 15 contains 93401 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53818 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 88415 members 
Mstep: Class 23 contains 82067 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 67698 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9768 members 
Mstep: Class 34 contains 51976 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243008.000000 Penalty: 75375.343750
Iteration 365Q: 35 clusters Score -1.02243e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14220 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86715 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 65124 members 
Mstep: Class 9 contains 89795 members 
Mstep: Class 10 contains 9644 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9070 members 
Mstep: Class 13 contains 33436 members 
Mstep: Class 14 contains 15838 members 
Mstep: Class 15 contains 93440 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12335 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53819 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 88410 members 
Mstep: Class 23 contains 82047 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 67705 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9765 members 
Mstep: Class 34 contains 51973 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242992.000000 Penalty: 75375.343750
Iteration 366Q: 35 clusters Score -1.02243e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14220 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86698 members 
Mstep: Class 5 contains 22466 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 65194 members 
Mstep: Class 9 contains 89835 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9075 members 
Mstep: Class 13 contains 33418 members 
Mstep: Class 14 contains 15831 members 
Mstep: Class 15 contains 93458 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12342 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53816 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 88417 members 
Mstep: Class 23 contains 82016 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 67717 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9760 members 
Mstep: Class 34 contains 51972 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242760.000000 Penalty: 75375.343750
Iteration 367Q: 35 clusters Score -1.022428e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14222 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86678 members 
Mstep: Class 5 contains 22382 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 65267 members 
Mstep: Class 9 contains 89892 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9078 members 
Mstep: Class 13 contains 33410 members 
Mstep: Class 14 contains 15827 members 
Mstep: Class 15 contains 93457 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12340 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53816 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 22 contains 88420 members 
Mstep: Class 23 contains 81984 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 67723 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9760 members 
Mstep: Class 34 contains 51975 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242832.000000 Penalty: 75375.343750
Iteration 368Q: 35 clusters Score -1.022428e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86655 members 
Mstep: Class 5 contains 22309 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3883 members 
Mstep: Class 8 contains 65337 members 
Mstep: Class 9 contains 89925 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9082 members 
Mstep: Class 13 contains 33392 members 
Mstep: Class 14 contains 15823 members 
Mstep: Class 15 contains 93456 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53813 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 5412 members 
Mstep: Class 22 contains 88440 members 
Mstep: Class 23 contains 81961 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3198 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 67735 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9757 members 
Mstep: Class 34 contains 51980 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242888.000000 Penalty: 75375.343750
Iteration 369Q: 35 clusters Score -1.022429e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86614 members 
Mstep: Class 5 contains 22234 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3887 members 
Mstep: Class 8 contains 65422 members 
Mstep: Class 9 contains 89960 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9087 members 
Mstep: Class 13 contains 33366 members 
Mstep: Class 14 contains 15817 members 
Mstep: Class 15 contains 93448 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12338 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53811 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 5416 members 
Mstep: Class 22 contains 88471 members 
Mstep: Class 23 contains 81942 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3200 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 67745 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9755 members 
Mstep: Class 34 contains 51981 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243072.000000 Penalty: 75375.343750
Iteration 370Q: 35 clusters Score -1.022431e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86556 members 
Mstep: Class 5 contains 22156 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3892 members 
Mstep: Class 8 contains 65513 members 
Mstep: Class 9 contains 89961 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9090 members 
Mstep: Class 13 contains 33345 members 
Mstep: Class 14 contains 15819 members 
Mstep: Class 15 contains 93490 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12343 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53817 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 88483 members 
Mstep: Class 23 contains 81920 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 67754 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9755 members 
Mstep: Class 34 contains 51979 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242952.000000 Penalty: 75375.343750
Iteration 371Q: 35 clusters Score -1.02243e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14227 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86504 members 
Mstep: Class 5 contains 22087 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3893 members 
Mstep: Class 8 contains 65620 members 
Mstep: Class 9 contains 89978 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9095 members 
Mstep: Class 13 contains 33315 members 
Mstep: Class 14 contains 15821 members 
Mstep: Class 15 contains 93509 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12346 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53813 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 88489 members 
Mstep: Class 23 contains 81902 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 67767 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9751 members 
Mstep: Class 34 contains 51979 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242760.000000 Penalty: 75375.343750
Iteration 372Q: 35 clusters Score -1.022428e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86473 members 
Mstep: Class 5 contains 22025 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3892 members 
Mstep: Class 8 contains 65725 members 
Mstep: Class 9 contains 90007 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9098 members 
Mstep: Class 13 contains 33285 members 
Mstep: Class 14 contains 15818 members 
Mstep: Class 15 contains 93503 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12349 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53809 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 88452 members 
Mstep: Class 23 contains 81908 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 67785 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9752 members 
Mstep: Class 34 contains 51979 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242776.000000 Penalty: 75375.343750
Iteration 373Q: 35 clusters Score -1.022428e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86461 members 
Mstep: Class 5 contains 21946 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3891 members 
Mstep: Class 8 contains 65822 members 
Mstep: Class 9 contains 90076 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9102 members 
Mstep: Class 13 contains 33262 members 
Mstep: Class 14 contains 15819 members 
Mstep: Class 15 contains 93494 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12348 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53806 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 88401 members 
Mstep: Class 23 contains 81900 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 67805 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9751 members 
Mstep: Class 34 contains 51978 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243112.000000 Penalty: 75375.343750
Iteration 374Q: 35 clusters Score -1.022431e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14227 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86432 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3889 members 
Mstep: Class 8 contains 65904 members 
Mstep: Class 9 contains 90125 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9104 members 
Mstep: Class 13 contains 33245 members 
Mstep: Class 14 contains 15825 members 
Mstep: Class 15 contains 93470 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12355 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53807 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 88401 members 
Mstep: Class 23 contains 81886 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3202 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67822 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9749 members 
Mstep: Class 34 contains 51976 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243248.000000 Penalty: 75375.343750
Iteration 375Q: 35 clusters Score -1.022432e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86389 members 
Mstep: Class 5 contains 21814 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 3893 members 
Mstep: Class 8 contains 66007 members 
Mstep: Class 9 contains 90187 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9105 members 
Mstep: Class 13 contains 33230 members 
Mstep: Class 14 contains 15827 members 
Mstep: Class 15 contains 93451 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12359 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53808 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5419 members 
Mstep: Class 22 contains 88377 members 
Mstep: Class 23 contains 81862 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 67838 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9747 members 
Mstep: Class 34 contains 51972 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243320.000000 Penalty: 75375.343750
Iteration 376Q: 35 clusters Score -1.022433e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14225 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86345 members 
Mstep: Class 5 contains 21768 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3894 members 
Mstep: Class 8 contains 66096 members 
Mstep: Class 9 contains 90212 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9106 members 
Mstep: Class 13 contains 33214 members 
Mstep: Class 14 contains 15827 members 
Mstep: Class 15 contains 93447 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12361 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53805 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 88362 members 
Mstep: Class 23 contains 81861 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3203 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67852 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9746 members 
Mstep: Class 34 contains 51972 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243344.000000 Penalty: 75375.343750
Iteration 377Q: 35 clusters Score -1.022433e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14225 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86293 members 
Mstep: Class 5 contains 21706 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 3899 members 
Mstep: Class 8 contains 66178 members 
Mstep: Class 9 contains 90245 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9108 members 
Mstep: Class 13 contains 33202 members 
Mstep: Class 14 contains 15829 members 
Mstep: Class 15 contains 93453 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12363 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53814 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 88352 members 
Mstep: Class 23 contains 81847 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3204 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67869 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9740 members 
Mstep: Class 34 contains 51968 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243240.000000 Penalty: 75375.343750
Iteration 378Q: 35 clusters Score -1.022432e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86238 members 
Mstep: Class 5 contains 21648 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 3903 members 
Mstep: Class 8 contains 66255 members 
Mstep: Class 9 contains 90297 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9112 members 
Mstep: Class 13 contains 33186 members 
Mstep: Class 14 contains 15834 members 
Mstep: Class 15 contains 93443 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12358 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53813 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 22 contains 88371 members 
Mstep: Class 23 contains 81824 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3204 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 67883 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9740 members 
Mstep: Class 34 contains 51962 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243040.000000 Penalty: 75375.343750
Iteration 379Q: 35 clusters Score -1.02243e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14224 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86165 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 3904 members 
Mstep: Class 8 contains 66338 members 
Mstep: Class 9 contains 90359 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9118 members 
Mstep: Class 13 contains 33179 members 
Mstep: Class 14 contains 15839 members 
Mstep: Class 15 contains 93455 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53810 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5416 members 
Mstep: Class 22 contains 88375 members 
Mstep: Class 23 contains 81769 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3204 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 67902 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 34 contains 51961 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243064.000000 Penalty: 75375.343750
Iteration 380F: 35 clusters Score -1.022431e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14225 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86108 members 
Mstep: Class 5 contains 21521 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 3904 members 
Mstep: Class 8 contains 66427 members 
Mstep: Class 9 contains 90412 members 
Mstep: Class 10 contains 9649 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 33164 members 
Mstep: Class 14 contains 15836 members 
Mstep: Class 15 contains 93470 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53815 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 88376 members 
Mstep: Class 23 contains 81724 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3205 members 
Mstep: Class 26 contains 5547 members 
Mstep: Class 27 contains 67916 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9745 members 
Mstep: Class 34 contains 51956 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243216.000000 Penalty: 75375.343750
Iteration 381Q: 35 clusters Score -1.022432e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14225 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86060 members 
Mstep: Class 5 contains 21451 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 8 contains 66513 members 
Mstep: Class 9 contains 90448 members 
Mstep: Class 10 contains 9649 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 33149 members 
Mstep: Class 14 contains 15836 members 
Mstep: Class 15 contains 93493 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12367 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53817 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 88381 members 
Mstep: Class 23 contains 81678 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3205 members 
Mstep: Class 26 contains 5547 members 
Mstep: Class 27 contains 67928 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9746 members 
Mstep: Class 34 contains 51957 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243264.000000 Penalty: 75375.343750
Iteration 382Q: 35 clusters Score -1.022433e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 86001 members 
Mstep: Class 5 contains 21383 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 3910 members 
Mstep: Class 8 contains 66612 members 
Mstep: Class 9 contains 90472 members 
Mstep: Class 10 contains 9649 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9133 members 
Mstep: Class 13 contains 33120 members 
Mstep: Class 14 contains 15836 members 
Mstep: Class 15 contains 93526 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12370 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53824 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 88381 members 
Mstep: Class 23 contains 81637 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3206 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 67937 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9749 members 
Mstep: Class 34 contains 51966 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243344.000000 Penalty: 75375.343750
Iteration 383Q: 35 clusters Score -1.022433e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85949 members 
Mstep: Class 5 contains 21324 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 3911 members 
Mstep: Class 8 contains 66699 members 
Mstep: Class 9 contains 90486 members 
Mstep: Class 10 contains 9649 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 13 contains 33105 members 
Mstep: Class 14 contains 15839 members 
Mstep: Class 15 contains 93556 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12371 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53824 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 88368 members 
Mstep: Class 23 contains 81615 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3207 members 
Mstep: Class 26 contains 5545 members 
Mstep: Class 27 contains 67946 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9755 members 
Mstep: Class 34 contains 51971 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243168.000000 Penalty: 75375.343750
Iteration 384Q: 35 clusters Score -1.022432e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85910 members 
Mstep: Class 5 contains 21262 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 3914 members 
Mstep: Class 8 contains 66805 members 
Mstep: Class 9 contains 90496 members 
Mstep: Class 10 contains 9649 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9144 members 
Mstep: Class 13 contains 33080 members 
Mstep: Class 14 contains 15838 members 
Mstep: Class 15 contains 93575 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12370 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53820 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 88362 members 
Mstep: Class 23 contains 81584 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3207 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 67969 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9755 members 
Mstep: Class 34 contains 51969 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243392.000000 Penalty: 75375.343750
Iteration 385Q: 35 clusters Score -1.022434e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14225 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85857 members 
Mstep: Class 5 contains 21212 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 66906 members 
Mstep: Class 9 contains 90531 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9152 members 
Mstep: Class 13 contains 33053 members 
Mstep: Class 14 contains 15842 members 
Mstep: Class 15 contains 93582 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12369 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53810 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 22 contains 88365 members 
Mstep: Class 23 contains 81550 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3207 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 67987 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9748 members 
Mstep: Class 34 contains 51977 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243456.000000 Penalty: 75375.343750
Iteration 386Q: 35 clusters Score -1.022435e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85812 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3917 members 
Mstep: Class 8 contains 67016 members 
Mstep: Class 9 contains 90563 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9161 members 
Mstep: Class 13 contains 33020 members 
Mstep: Class 14 contains 15845 members 
Mstep: Class 15 contains 93581 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12370 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53804 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 88361 members 
Mstep: Class 23 contains 81511 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3208 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 68008 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9748 members 
Mstep: Class 34 contains 51983 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243608.000000 Penalty: 75375.343750
Iteration 387Q: 35 clusters Score -1.022436e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85787 members 
Mstep: Class 5 contains 21086 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 67128 members 
Mstep: Class 9 contains 90582 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9162 members 
Mstep: Class 13 contains 32990 members 
Mstep: Class 14 contains 15843 members 
Mstep: Class 15 contains 93599 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12370 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53797 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 5416 members 
Mstep: Class 22 contains 88347 members 
Mstep: Class 23 contains 81467 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3208 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 68030 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9749 members 
Mstep: Class 34 contains 51989 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243592.000000 Penalty: 75375.343750
Iteration 388Q: 35 clusters Score -1.022436e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14225 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85765 members 
Mstep: Class 5 contains 21035 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3921 members 
Mstep: Class 8 contains 67237 members 
Mstep: Class 9 contains 90617 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9170 members 
Mstep: Class 13 contains 32956 members 
Mstep: Class 14 contains 15843 members 
Mstep: Class 15 contains 93588 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12366 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53789 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 88336 members 
Mstep: Class 23 contains 81425 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3209 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 68050 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9749 members 
Mstep: Class 34 contains 51995 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243592.000000 Penalty: 75375.343750
Iteration 389Q: 35 clusters Score -1.022436e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85719 members 
Mstep: Class 5 contains 20985 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3921 members 
Mstep: Class 8 contains 67352 members 
Mstep: Class 9 contains 90668 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9180 members 
Mstep: Class 13 contains 32919 members 
Mstep: Class 14 contains 15847 members 
Mstep: Class 15 contains 93580 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53787 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 88329 members 
Mstep: Class 23 contains 81382 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3211 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 68062 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9750 members 
Mstep: Class 34 contains 52001 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243592.000000 Penalty: 75375.343750
Iteration 390Q: 35 clusters Score -1.022436e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14227 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85701 members 
Mstep: Class 5 contains 20943 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 67463 members 
Mstep: Class 9 contains 90713 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9190 members 
Mstep: Class 13 contains 32885 members 
Mstep: Class 14 contains 15851 members 
Mstep: Class 15 contains 93611 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12356 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53778 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 88297 members 
Mstep: Class 23 contains 81308 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 68073 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9750 members 
Mstep: Class 34 contains 52007 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243624.000000 Penalty: 75375.343750
Iteration 391Q: 35 clusters Score -1.022436e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85665 members 
Mstep: Class 5 contains 20887 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 67560 members 
Mstep: Class 9 contains 90750 members 
Mstep: Class 10 contains 9647 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9205 members 
Mstep: Class 13 contains 32849 members 
Mstep: Class 14 contains 15857 members 
Mstep: Class 15 contains 93628 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12358 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53772 members 
Mstep: Class 20 contains 3387 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 88299 members 
Mstep: Class 23 contains 81259 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3211 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 68092 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9749 members 
Mstep: Class 34 contains 52004 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243560.000000 Penalty: 75375.343750
Iteration 392Q: 35 clusters Score -1.022436e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14229 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85604 members 
Mstep: Class 5 contains 20828 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 67669 members 
Mstep: Class 9 contains 90779 members 
Mstep: Class 10 contains 9644 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9217 members 
Mstep: Class 13 contains 32816 members 
Mstep: Class 14 contains 15862 members 
Mstep: Class 15 contains 93657 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12362 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53767 members 
Mstep: Class 20 contains 3387 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 88310 members 
Mstep: Class 23 contains 81217 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3210 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 68105 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 34 contains 52003 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243568.000000 Penalty: 75375.343750
Iteration 393Q: 35 clusters Score -1.022436e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85517 members 
Mstep: Class 5 contains 20754 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3917 members 
Mstep: Class 8 contains 67789 members 
Mstep: Class 9 contains 90811 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9230 members 
Mstep: Class 13 contains 32784 members 
Mstep: Class 14 contains 15867 members 
Mstep: Class 15 contains 93643 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12368 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53767 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 88337 members 
Mstep: Class 23 contains 81207 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3210 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 68119 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 34 contains 52008 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243480.000000 Penalty: 75375.343750
Iteration 394Q: 35 clusters Score -1.022435e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85418 members 
Mstep: Class 5 contains 20679 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 90852 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9245 members 
Mstep: Class 13 contains 32760 members 
Mstep: Class 14 contains 15878 members 
Mstep: Class 15 contains 93650 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12368 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53759 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 88338 members 
Mstep: Class 23 contains 81191 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3211 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 68147 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9742 members 
Mstep: Class 34 contains 52008 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243448.000000 Penalty: 75375.343750
Iteration 395Q: 35 clusters Score -1.022434e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85311 members 
Mstep: Class 5 contains 20593 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 3920 members 
Mstep: Class 8 contains 68050 members 
Mstep: Class 9 contains 90891 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9256 members 
Mstep: Class 13 contains 32735 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 93665 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12364 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53749 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 88335 members 
Mstep: Class 23 contains 81178 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3211 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 68174 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9742 members 
Mstep: Class 34 contains 52020 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243280.000000 Penalty: 75375.343750
Iteration 396Q: 35 clusters Score -1.022433e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85194 members 
Mstep: Class 5 contains 20523 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 3921 members 
Mstep: Class 8 contains 68184 members 
Mstep: Class 9 contains 90922 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9261 members 
Mstep: Class 13 contains 32701 members 
Mstep: Class 14 contains 15894 members 
Mstep: Class 15 contains 93683 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12359 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53748 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 88334 members 
Mstep: Class 23 contains 81167 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3211 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 68199 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 34 contains 52035 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243088.000000 Penalty: 75375.343750
Iteration 397Q: 35 clusters Score -1.022431e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 85070 members 
Mstep: Class 5 contains 20450 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 68353 members 
Mstep: Class 9 contains 90933 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9279 members 
Mstep: Class 13 contains 32642 members 
Mstep: Class 14 contains 15896 members 
Mstep: Class 15 contains 93690 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12356 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53749 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 88357 members 
Mstep: Class 23 contains 81160 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3211 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 68224 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9746 members 
Mstep: Class 34 contains 52042 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243016.000000 Penalty: 75375.343750
Iteration 398Q: 35 clusters Score -1.02243e+08 nChanged 806
Entering ConstructFrom: 
Score: -102243016.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -41085.210938 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -41085.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40105.082031 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -40105.08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40329.121094 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -40329.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40437.218750 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -40437.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40498.511719 Penalty: 1958.406494
	Iteration 3F: 3 clusters Score -40498.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40573.863281 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -40573.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40629.257812 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -40629.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40673.796875 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -40673.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40698.937500 Penalty: 1958.406494
	Iteration 7Q: 3 clusters Score -40698.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40709.574219 Penalty: 1958.406494
	Iteration 8Q: 3 clusters Score -40709.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40724.523438 Penalty: 1958.406494
	Iteration 9Q: 3 clusters Score -40724.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40731.578125 Penalty: 1958.406494
	Iteration 10Q: 3 clusters Score -40731.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40740.316406 Penalty: 1958.406494
	Iteration 11Q: 3 clusters Score -40740.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40746.421875 Penalty: 1958.406494
	Iteration 12Q: 3 clusters Score -40746.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40749.664062 Penalty: 1958.406494
	Iteration 13F: 3 clusters Score -40749.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40757.867188 Penalty: 1958.406494
	Iteration 14Q: 3 clusters Score -40757.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40757.867188 Penalty: 1958.406494
	Iteration 15F: 3 clusters Score -40757.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Entering Unmasked Estep 
Score: -1765661.125000 Penalty: 1554.050659
	Iteration 0F: 2 clusters Score -1765661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1755726.000000 Penalty: 3108.101318
	Iteration 0F: 3 clusters Score -1755726 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1759173.125000 Penalty: 3108.101318
	Iteration 1F: 3 clusters Score -1759173 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1759429.000000 Penalty: 3108.101318
	Iteration 2Q: 3 clusters Score -1759429 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1759623.750000 Penalty: 3108.101318
	Iteration 3Q: 3 clusters Score -1759624 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1759805.500000 Penalty: 3108.101318
	Iteration 4Q: 3 clusters Score -1759806 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1759967.125000 Penalty: 3108.101318
	Iteration 5Q: 3 clusters Score -1759967 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1760133.375000 Penalty: 3108.101318
	Iteration 6Q: 3 clusters Score -1760133 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1760355.125000 Penalty: 3108.101318
	Iteration 7Q: 3 clusters Score -1760355 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1760681.875000 Penalty: 3108.101318
	Iteration 8Q: 3 clusters Score -1760682 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1761118.125000 Penalty: 3108.101318
	Iteration 9Q: 3 clusters Score -1761118 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1761667.000000 Penalty: 3108.101318
	Iteration 10F: 3 clusters Score -1761667 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1762243.250000 Penalty: 3108.101318
	Iteration 11F: 3 clusters Score -1762243 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1762794.000000 Penalty: 3108.101318
	Iteration 12Q: 3 clusters Score -1762794 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1763215.625000 Penalty: 3108.101318
	Iteration 13Q: 3 clusters Score -1763216 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1763486.125000 Penalty: 3108.101318
	Iteration 14Q: 3 clusters Score -1763486 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1763681.875000 Penalty: 3108.101318
	Iteration 15Q: 3 clusters Score -1763682 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1763846.125000 Penalty: 3108.101318
	Iteration 16Q: 3 clusters Score -1763846 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1763985.625000 Penalty: 3108.101318
	Iteration 17Q: 3 clusters Score -1763986 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1764101.375000 Penalty: 3108.101318
	Iteration 18Q: 3 clusters Score -1764101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1764165.750000 Penalty: 3108.101318
	Iteration 19Q: 3 clusters Score -1764166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1764202.750000 Penalty: 3108.101318
	Iteration 20F: 3 clusters Score -1764203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1764235.750000 Penalty: 3108.101318
	Iteration 21Q: 3 clusters Score -1764236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1764271.375000 Penalty: 3108.101318
	Iteration 22Q: 3 clusters Score -1764271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1764305.875000 Penalty: 3108.101318
	Iteration 23Q: 3 clusters Score -1764306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1764325.750000 Penalty: 3108.101318
	Iteration 24Q: 3 clusters Score -1764326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1764338.125000 Penalty: 3108.101318
	Iteration 25Q: 3 clusters Score -1764338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1764350.125000 Penalty: 3108.101318
	Iteration 26Q: 3 clusters Score -1764350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1764362.375000 Penalty: 3108.101318
	Iteration 27Q: 3 clusters Score -1764362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1764372.875000 Penalty: 3108.101318
	Iteration 28Q: 3 clusters Score -1764373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1764380.250000 Penalty: 3108.101318
	Iteration 29Q: 3 clusters Score -1764380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1764388.500000 Penalty: 3108.101318
	Iteration 30Q: 3 clusters Score -1764388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1764390.375000 Penalty: 3108.101318
	Iteration 31Q: 3 clusters Score -1764390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1764395.500000 Penalty: 3108.101318
	Iteration 32Q: 3 clusters Score -1764396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1764401.250000 Penalty: 3108.101318
	Iteration 33Q: 3 clusters Score -1764401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1764406.750000 Penalty: 3108.101318
	Iteration 34Q: 3 clusters Score -1764407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1764414.250000 Penalty: 3108.101318
	Iteration 35Q: 3 clusters Score -1764414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1764419.875000 Penalty: 3108.101318
	Iteration 36Q: 3 clusters Score -1764420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1764418.000000 Penalty: 3108.101318
	Iteration 37Q: 3 clusters Score -1764418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1764422.750000 Penalty: 3108.101318
	Iteration 38Q: 3 clusters Score -1764423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1764425.250000 Penalty: 3108.101318
	Iteration 39Q: 3 clusters Score -1764425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1764425.250000 Penalty: 3108.101318
	Iteration 40F: 3 clusters Score -1764425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1764426.875000 Penalty: 3108.101318
	Iteration 41Q: 3 clusters Score -1764427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1764428.125000 Penalty: 3108.101318
	Iteration 42Q: 3 clusters Score -1764428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1764434.125000 Penalty: 3108.101318
	Iteration 43Q: 3 clusters Score -1764434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1764440.375000 Penalty: 3108.101318
	Iteration 44Q: 3 clusters Score -1764440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1764442.125000 Penalty: 3108.101318
	Iteration 45Q: 3 clusters Score -1764442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1764442.250000 Penalty: 3108.101318
	Iteration 46Q: 3 clusters Score -1764442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1764443.125000 Penalty: 3108.101318
	Iteration 47Q: 3 clusters Score -1764443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1764443.625000 Penalty: 3108.101318
	Iteration 48Q: 3 clusters Score -1764444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1764440.875000 Penalty: 3108.101318
	Iteration 49Q: 3 clusters Score -1764441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1764444.500000 Penalty: 3108.101318
	Iteration 50Q: 3 clusters Score -1764444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1764448.625000 Penalty: 3108.101318
	Iteration 51Q: 3 clusters Score -1764449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1764448.000000 Penalty: 3108.101318
	Iteration 52Q: 3 clusters Score -1764448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1764451.875000 Penalty: 3108.101318
	Iteration 53Q: 3 clusters Score -1764452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1764454.625000 Penalty: 3108.101318
	Iteration 54Q: 3 clusters Score -1764455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1764455.375000 Penalty: 3108.101318
	Iteration 55Q: 3 clusters Score -1764455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1764459.250000 Penalty: 3108.101318
	Iteration 56Q: 3 clusters Score -1764459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1764456.625000 Penalty: 3108.101318
	Iteration 57Q: 3 clusters Score -1764457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1764457.125000 Penalty: 3108.101318
	Iteration 58Q: 3 clusters Score -1764457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1764460.250000 Penalty: 3108.101318
	Iteration 59Q: 3 clusters Score -1764460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1764460.500000 Penalty: 3108.101318
	Iteration 60F: 3 clusters Score -1764460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1764459.250000 Penalty: 3108.101318
	Iteration 61Q: 3 clusters Score -1764459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1764462.250000 Penalty: 3108.101318
	Iteration 62Q: 3 clusters Score -1764462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1764463.625000 Penalty: 3108.101318
	Iteration 63Q: 3 clusters Score -1764464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1764465.125000 Penalty: 3108.101318
	Iteration 64Q: 3 clusters Score -1764465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1764468.375000 Penalty: 3108.101318
	Iteration 65Q: 3 clusters Score -1764468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1764469.500000 Penalty: 3108.101318
	Iteration 66Q: 3 clusters Score -1764470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1764469.125000 Penalty: 3108.101318
	Iteration 67Q: 3 clusters Score -1764469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1764468.500000 Penalty: 3108.101318
	Iteration 68Q: 3 clusters Score -1764468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1764468.875000 Penalty: 3108.101318
	Iteration 69Q: 3 clusters Score -1764469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1764472.000000 Penalty: 3108.101318
	Iteration 70Q: 3 clusters Score -1764472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1764470.500000 Penalty: 3108.101318
	Iteration 71Q: 3 clusters Score -1764470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1764472.750000 Penalty: 3108.101318
	Iteration 72Q: 3 clusters Score -1764473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1764471.875000 Penalty: 3108.101318
	Iteration 73Q: 3 clusters Score -1764472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1764471.625000 Penalty: 3108.101318
	Iteration 74Q: 3 clusters Score -1764472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1764471.625000 Penalty: 3108.101318
	Iteration 75F: 3 clusters Score -1764472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -39657.300781 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -39657.3 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 218 members 
Entering Unmasked Estep 
Score: -38712.835938 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -38712.84 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39058.476562 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -39058.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39323.535156 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -39323.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39477.667969 Penalty: 1960.753052
	Iteration 3F: 3 clusters Score -39477.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39618.136719 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -39618.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39707.539062 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -39707.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39773.929688 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -39773.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39804.238281 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -39804.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39818.210938 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -39818.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39820.578125 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -39820.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39825.867188 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -39825.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39830.824219 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -39830.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39851.652344 Penalty: 1960.753052
	Iteration 12Q: 3 clusters Score -39851.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39851.652344 Penalty: 1960.753052
	Iteration 13F: 3 clusters Score -39851.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 247 members 
Mstep: Class 4 contains 84971 members 
Mstep: Class 5 contains 20384 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 68519 members 
Mstep: Class 9 contains 90934 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 93687 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12354 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53753 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 88358 members 
Mstep: Class 23 contains 81174 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 68240 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 33 contains 170 members 
Mstep: Class 34 contains 52042 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
Score: -102242032.000000 Penalty: 77592.265625
Splitting cluster 3 changes total score from -102243016.000000 to -102242032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (84971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84971 members 
Entering Unmasked Estep 
Score: -10447138.000000 Penalty: 1844.385620
	Iteration 0F: 2 clusters Score -1.044714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -10390366.000000 Penalty: 3688.771240
	Iteration 0F: 3 clusters Score -1.039037e+07 nChanged 40425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -10413271.000000 Penalty: 3688.771240
	Iteration 1F: 3 clusters Score -1.041327e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -10413677.000000 Penalty: 3688.771240
	Iteration 2Q: 3 clusters Score -1.041368e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -10414172.000000 Penalty: 3688.771240
	Iteration 3Q: 3 clusters Score -1.041417e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -10414724.000000 Penalty: 3688.771240
	Iteration 4Q: 3 clusters Score -1.041472e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -10415413.000000 Penalty: 3688.771240
	Iteration 5Q: 3 clusters Score -1.041541e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -10416354.000000 Penalty: 3688.771240
	Iteration 6Q: 3 clusters Score -1.041635e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -10417675.000000 Penalty: 3688.771240
	Iteration 7Q: 3 clusters Score -1.041768e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -10419783.000000 Penalty: 3688.771240
	Iteration 8Q: 3 clusters Score -1.041978e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -10422798.000000 Penalty: 3688.771240
	Iteration 9F: 3 clusters Score -1.04228e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -10426621.000000 Penalty: 3688.771240
	Iteration 10F: 3 clusters Score -1.042662e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -10430266.000000 Penalty: 3688.771240
	Iteration 11F: 3 clusters Score -1.043027e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -10432682.000000 Penalty: 3688.771240
	Iteration 12Q: 3 clusters Score -1.043268e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -10433969.000000 Penalty: 3688.771240
	Iteration 13Q: 3 clusters Score -1.043397e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -10434702.000000 Penalty: 3688.771240
	Iteration 14Q: 3 clusters Score -1.04347e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -10435261.000000 Penalty: 3688.771240
	Iteration 15Q: 3 clusters Score -1.043526e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -10435774.000000 Penalty: 3688.771240
	Iteration 16Q: 3 clusters Score -1.043577e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -10436252.000000 Penalty: 3688.771240
	Iteration 17Q: 3 clusters Score -1.043625e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -10436769.000000 Penalty: 3688.771240
	Iteration 18Q: 3 clusters Score -1.043677e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -10437289.000000 Penalty: 3688.771240
	Iteration 19Q: 3 clusters Score -1.043729e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -10437939.000000 Penalty: 3688.771240
	Iteration 20F: 3 clusters Score -1.043794e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -10438629.000000 Penalty: 3688.771240
	Iteration 21Q: 3 clusters Score -1.043863e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -10439397.000000 Penalty: 3688.771240
	Iteration 22Q: 3 clusters Score -1.04394e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -10440250.000000 Penalty: 3688.771240
	Iteration 23Q: 3 clusters Score -1.044025e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -10441033.000000 Penalty: 3688.771240
	Iteration 24Q: 3 clusters Score -1.044103e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -10441915.000000 Penalty: 3688.771240
	Iteration 25Q: 3 clusters Score -1.044192e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -10442676.000000 Penalty: 3688.771240
	Iteration 26Q: 3 clusters Score -1.044268e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -10443277.000000 Penalty: 3688.771240
	Iteration 27Q: 3 clusters Score -1.044328e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -10443849.000000 Penalty: 3688.771240
	Iteration 28Q: 3 clusters Score -1.044385e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -10444376.000000 Penalty: 3688.771240
	Iteration 29Q: 3 clusters Score -1.044438e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83404 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10444749.000000 Penalty: 3688.771240
	Iteration 30Q: 3 clusters Score -1.044475e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83790 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10444995.000000 Penalty: 3688.771240
	Iteration 31Q: 3 clusters Score -1.0445e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10445159.000000 Penalty: 3688.771240
	Iteration 32Q: 3 clusters Score -1.044516e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10445262.000000 Penalty: 3688.771240
	Iteration 33Q: 3 clusters Score -1.044526e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10445345.000000 Penalty: 3688.771240
	Iteration 34Q: 3 clusters Score -1.044534e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10445384.000000 Penalty: 3688.771240
	Iteration 35Q: 3 clusters Score -1.044538e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84414 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10445406.000000 Penalty: 3688.771240
	Iteration 36Q: 3 clusters Score -1.044541e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10445433.000000 Penalty: 3688.771240
	Iteration 37Q: 3 clusters Score -1.044543e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84483 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10445478.000000 Penalty: 3688.771240
	Iteration 38Q: 3 clusters Score -1.044548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10445481.000000 Penalty: 3688.771240
	Iteration 39Q: 3 clusters Score -1.044548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10445519.000000 Penalty: 3688.771240
	Iteration 40F: 3 clusters Score -1.044552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10445521.000000 Penalty: 3688.771240
	Iteration 41Q: 3 clusters Score -1.044552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10445535.000000 Penalty: 3688.771240
	Iteration 42Q: 3 clusters Score -1.044554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10445535.000000 Penalty: 3688.771240
	Iteration 43Q: 3 clusters Score -1.044554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10445552.000000 Penalty: 3688.771240
	Iteration 44Q: 3 clusters Score -1.044555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84581 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10445560.000000 Penalty: 3688.771240
	Iteration 45Q: 3 clusters Score -1.044556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10445570.000000 Penalty: 3688.771240
	Iteration 46Q: 3 clusters Score -1.044557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10445583.000000 Penalty: 3688.771240
	Iteration 47Q: 3 clusters Score -1.044558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10445581.000000 Penalty: 3688.771240
	Iteration 48Q: 3 clusters Score -1.044558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84608 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10445586.000000 Penalty: 3688.771240
	Iteration 49Q: 3 clusters Score -1.044559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10445587.000000 Penalty: 3688.771240
	Iteration 50Q: 3 clusters Score -1.044559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10445589.000000 Penalty: 3688.771240
	Iteration 51Q: 3 clusters Score -1.044559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10445591.000000 Penalty: 3688.771240
	Iteration 52Q: 3 clusters Score -1.044559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10445603.000000 Penalty: 3688.771240
	Iteration 53Q: 3 clusters Score -1.04456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10445603.000000 Penalty: 3688.771240
	Iteration 54F: 3 clusters Score -1.04456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Entering Unmasked Estep 
Score: -2530713.250000 Penalty: 1612.407104
	Iteration 0F: 2 clusters Score -2530713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2516848.000000 Penalty: 3224.814209
	Iteration 0F: 3 clusters Score -2516848 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2521877.250000 Penalty: 3224.814209
	Iteration 1F: 3 clusters Score -2521877 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2522256.750000 Penalty: 3224.814209
	Iteration 2F: 3 clusters Score -2522257 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2522632.750000 Penalty: 3224.814209
	Iteration 3Q: 3 clusters Score -2522633 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2523082.750000 Penalty: 3224.814209
	Iteration 4Q: 3 clusters Score -2523083 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2523641.250000 Penalty: 3224.814209
	Iteration 5F: 3 clusters Score -2523641 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2524397.000000 Penalty: 3224.814209
	Iteration 6F: 3 clusters Score -2524397 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2525419.500000 Penalty: 3224.814209
	Iteration 7F: 3 clusters Score -2525420 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2526445.000000 Penalty: 3224.814209
	Iteration 8F: 3 clusters Score -2526445 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2527236.500000 Penalty: 3224.814209
	Iteration 9Q: 3 clusters Score -2527236 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2527736.000000 Penalty: 3224.814209
	Iteration 10Q: 3 clusters Score -2527736 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2528045.500000 Penalty: 3224.814209
	Iteration 11Q: 3 clusters Score -2528046 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2528250.000000 Penalty: 3224.814209
	Iteration 12Q: 3 clusters Score -2528250 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2528381.250000 Penalty: 3224.814209
	Iteration 13Q: 3 clusters Score -2528381 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2528504.500000 Penalty: 3224.814209
	Iteration 14Q: 3 clusters Score -2528504 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2528592.000000 Penalty: 3224.814209
	Iteration 15Q: 3 clusters Score -2528592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2528686.750000 Penalty: 3224.814209
	Iteration 16Q: 3 clusters Score -2528687 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2528761.000000 Penalty: 3224.814209
	Iteration 17Q: 3 clusters Score -2528761 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2528819.750000 Penalty: 3224.814209
	Iteration 18Q: 3 clusters Score -2528820 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2528878.000000 Penalty: 3224.814209
	Iteration 19Q: 3 clusters Score -2528878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2528942.250000 Penalty: 3224.814209
	Iteration 20F: 3 clusters Score -2528942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2529002.250000 Penalty: 3224.814209
	Iteration 21Q: 3 clusters Score -2529002 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2529045.750000 Penalty: 3224.814209
	Iteration 22Q: 3 clusters Score -2529046 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2529085.000000 Penalty: 3224.814209
	Iteration 23Q: 3 clusters Score -2529085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2529112.750000 Penalty: 3224.814209
	Iteration 24Q: 3 clusters Score -2529113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2529131.000000 Penalty: 3224.814209
	Iteration 25Q: 3 clusters Score -2529131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2529150.000000 Penalty: 3224.814209
	Iteration 26Q: 3 clusters Score -2529150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2529159.250000 Penalty: 3224.814209
	Iteration 27Q: 3 clusters Score -2529159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2529180.250000 Penalty: 3224.814209
	Iteration 28Q: 3 clusters Score -2529180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2529202.000000 Penalty: 3224.814209
	Iteration 29Q: 3 clusters Score -2529202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2529218.500000 Penalty: 3224.814209
	Iteration 30Q: 3 clusters Score -2529218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2529242.750000 Penalty: 3224.814209
	Iteration 31Q: 3 clusters Score -2529243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2529251.500000 Penalty: 3224.814209
	Iteration 32Q: 3 clusters Score -2529252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2529257.750000 Penalty: 3224.814209
	Iteration 33Q: 3 clusters Score -2529258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2529268.000000 Penalty: 3224.814209
	Iteration 34Q: 3 clusters Score -2529268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2529269.250000 Penalty: 3224.814209
	Iteration 35Q: 3 clusters Score -2529269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2529277.000000 Penalty: 3224.814209
	Iteration 36Q: 3 clusters Score -2529277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2529280.750000 Penalty: 3224.814209
	Iteration 37Q: 3 clusters Score -2529281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2529285.250000 Penalty: 3224.814209
	Iteration 38Q: 3 clusters Score -2529285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2529295.000000 Penalty: 3224.814209
	Iteration 39Q: 3 clusters Score -2529295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2529297.750000 Penalty: 3224.814209
	Iteration 40F: 3 clusters Score -2529298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2529304.250000 Penalty: 3224.814209
	Iteration 41Q: 3 clusters Score -2529304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2529310.750000 Penalty: 3224.814209
	Iteration 42Q: 3 clusters Score -2529311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2529317.500000 Penalty: 3224.814209
	Iteration 43Q: 3 clusters Score -2529318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2529314.250000 Penalty: 3224.814209
	Iteration 44Q: 3 clusters Score -2529314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2529323.000000 Penalty: 3224.814209
	Iteration 45Q: 3 clusters Score -2529323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2529324.750000 Penalty: 3224.814209
	Iteration 46Q: 3 clusters Score -2529325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2529326.250000 Penalty: 3224.814209
	Iteration 47Q: 3 clusters Score -2529326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2529323.750000 Penalty: 3224.814209
	Iteration 48Q: 3 clusters Score -2529324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2529326.000000 Penalty: 3224.814209
	Iteration 49Q: 3 clusters Score -2529326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2529329.250000 Penalty: 3224.814209
	Iteration 50Q: 3 clusters Score -2529329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2529328.750000 Penalty: 3224.814209
	Iteration 51Q: 3 clusters Score -2529329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2529327.750000 Penalty: 3224.814209
	Iteration 52Q: 3 clusters Score -2529328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2529328.250000 Penalty: 3224.814209
	Iteration 53Q: 3 clusters Score -2529328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2529328.250000 Penalty: 3224.814209
	Iteration 54F: 3 clusters Score -2529328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -408742.468750 Penalty: 1325.944824
	Iteration 0F: 2 clusters Score -408742.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -405723.000000 Penalty: 2651.889648
	Iteration 0F: 3 clusters Score -405723 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -406539.312500 Penalty: 2651.889648
	Iteration 1F: 3 clusters Score -406539.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -406717.687500 Penalty: 2651.889648
	Iteration 2F: 3 clusters Score -406717.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -406843.375000 Penalty: 2651.889648
	Iteration 3F: 3 clusters Score -406843.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -406925.875000 Penalty: 2651.889648
	Iteration 4Q: 3 clusters Score -406925.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -406982.937500 Penalty: 2651.889648
	Iteration 5Q: 3 clusters Score -406982.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -407024.625000 Penalty: 2651.889648
	Iteration 6Q: 3 clusters Score -407024.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -407061.062500 Penalty: 2651.889648
	Iteration 7Q: 3 clusters Score -407061.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -407105.000000 Penalty: 2651.889648
	Iteration 8Q: 3 clusters Score -407105 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -407134.343750 Penalty: 2651.889648
	Iteration 9Q: 3 clusters Score -407134.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -407167.437500 Penalty: 2651.889648
	Iteration 10Q: 3 clusters Score -407167.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -407203.781250 Penalty: 2651.889648
	Iteration 11Q: 3 clusters Score -407203.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -407235.031250 Penalty: 2651.889648
	Iteration 12Q: 3 clusters Score -407235 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -407262.312500 Penalty: 2651.889648
	Iteration 13Q: 3 clusters Score -407262.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -407281.468750 Penalty: 2651.889648
	Iteration 14Q: 3 clusters Score -407281.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -407299.093750 Penalty: 2651.889648
	Iteration 15Q: 3 clusters Score -407299.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -407317.812500 Penalty: 2651.889648
	Iteration 16Q: 3 clusters Score -407317.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -407336.000000 Penalty: 2651.889648
	Iteration 17Q: 3 clusters Score -407336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -407359.937500 Penalty: 2651.889648
	Iteration 18Q: 3 clusters Score -407359.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -407382.531250 Penalty: 2651.889648
	Iteration 19Q: 3 clusters Score -407382.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -407403.031250 Penalty: 2651.889648
	Iteration 20F: 3 clusters Score -407403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -407417.718750 Penalty: 2651.889648
	Iteration 21Q: 3 clusters Score -407417.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -407436.406250 Penalty: 2651.889648
	Iteration 22Q: 3 clusters Score -407436.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -407455.093750 Penalty: 2651.889648
	Iteration 23Q: 3 clusters Score -407455.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -407468.750000 Penalty: 2651.889648
	Iteration 24Q: 3 clusters Score -407468.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -407483.343750 Penalty: 2651.889648
	Iteration 25Q: 3 clusters Score -407483.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -407490.781250 Penalty: 2651.889648
	Iteration 26Q: 3 clusters Score -407490.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -407499.843750 Penalty: 2651.889648
	Iteration 27Q: 3 clusters Score -407499.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -407507.031250 Penalty: 2651.889648
	Iteration 28Q: 3 clusters Score -407507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -407514.000000 Penalty: 2651.889648
	Iteration 29Q: 3 clusters Score -407514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -407521.093750 Penalty: 2651.889648
	Iteration 30Q: 3 clusters Score -407521.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -407523.437500 Penalty: 2651.889648
	Iteration 31Q: 3 clusters Score -407523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -407528.031250 Penalty: 2651.889648
	Iteration 32Q: 3 clusters Score -407528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -407531.656250 Penalty: 2651.889648
	Iteration 33Q: 3 clusters Score -407531.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -407534.125000 Penalty: 2651.889648
	Iteration 34Q: 3 clusters Score -407534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -407535.531250 Penalty: 2651.889648
	Iteration 35Q: 3 clusters Score -407535.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -407536.281250 Penalty: 2651.889648
	Iteration 36Q: 3 clusters Score -407536.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -407537.843750 Penalty: 2651.889648
	Iteration 37Q: 3 clusters Score -407537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -407539.531250 Penalty: 2651.889648
	Iteration 38Q: 3 clusters Score -407539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -407539.812500 Penalty: 2651.889648
	Iteration 39Q: 3 clusters Score -407539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -407539.812500 Penalty: 2651.889648
	Iteration 40F: 3 clusters Score -407539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -459018.468750 Penalty: 1344.831421
	Iteration 0F: 2 clusters Score -459018.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -455709.125000 Penalty: 2689.662842
	Iteration 0F: 3 clusters Score -455709.1 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -456669.687500 Penalty: 2689.662842
	Iteration 1F: 3 clusters Score -456669.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -456933.312500 Penalty: 2689.662842
	Iteration 2F: 3 clusters Score -456933.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -457126.250000 Penalty: 2689.662842
	Iteration 3F: 3 clusters Score -457126.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -457294.218750 Penalty: 2689.662842
	Iteration 4F: 3 clusters Score -457294.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -457429.156250 Penalty: 2689.662842
	Iteration 5Q: 3 clusters Score -457429.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -457536.468750 Penalty: 2689.662842
	Iteration 6Q: 3 clusters Score -457536.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -457623.062500 Penalty: 2689.662842
	Iteration 7Q: 3 clusters Score -457623.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -457709.125000 Penalty: 2689.662842
	Iteration 8Q: 3 clusters Score -457709.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -457779.000000 Penalty: 2689.662842
	Iteration 9Q: 3 clusters Score -457779 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -457826.718750 Penalty: 2689.662842
	Iteration 10Q: 3 clusters Score -457826.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -457866.937500 Penalty: 2689.662842
	Iteration 11Q: 3 clusters Score -457866.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -457904.968750 Penalty: 2689.662842
	Iteration 12Q: 3 clusters Score -457905 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -457938.312500 Penalty: 2689.662842
	Iteration 13Q: 3 clusters Score -457938.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -457969.218750 Penalty: 2689.662842
	Iteration 14Q: 3 clusters Score -457969.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -457990.250000 Penalty: 2689.662842
	Iteration 15Q: 3 clusters Score -457990.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -458009.781250 Penalty: 2689.662842
	Iteration 16Q: 3 clusters Score -458009.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -458027.468750 Penalty: 2689.662842
	Iteration 17Q: 3 clusters Score -458027.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -458040.031250 Penalty: 2689.662842
	Iteration 18Q: 3 clusters Score -458040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -458047.531250 Penalty: 2689.662842
	Iteration 19Q: 3 clusters Score -458047.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -458057.031250 Penalty: 2689.662842
	Iteration 20F: 3 clusters Score -458057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -458065.875000 Penalty: 2689.662842
	Iteration 21Q: 3 clusters Score -458065.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -458077.906250 Penalty: 2689.662842
	Iteration 22Q: 3 clusters Score -458077.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -458089.468750 Penalty: 2689.662842
	Iteration 23Q: 3 clusters Score -458089.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -458095.625000 Penalty: 2689.662842
	Iteration 24Q: 3 clusters Score -458095.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -458101.000000 Penalty: 2689.662842
	Iteration 25Q: 3 clusters Score -458101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -458106.593750 Penalty: 2689.662842
	Iteration 26Q: 3 clusters Score -458106.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -458111.718750 Penalty: 2689.662842
	Iteration 27Q: 3 clusters Score -458111.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -458117.750000 Penalty: 2689.662842
	Iteration 28Q: 3 clusters Score -458117.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -458126.875000 Penalty: 2689.662842
	Iteration 29Q: 3 clusters Score -458126.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -458131.843750 Penalty: 2689.662842
	Iteration 30Q: 3 clusters Score -458131.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -458135.843750 Penalty: 2689.662842
	Iteration 31Q: 3 clusters Score -458135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -458138.312500 Penalty: 2689.662842
	Iteration 32Q: 3 clusters Score -458138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -458140.718750 Penalty: 2689.662842
	Iteration 33Q: 3 clusters Score -458140.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -458142.937500 Penalty: 2689.662842
	Iteration 34Q: 3 clusters Score -458142.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -458146.687500 Penalty: 2689.662842
	Iteration 35Q: 3 clusters Score -458146.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -458152.562500 Penalty: 2689.662842
	Iteration 36Q: 3 clusters Score -458152.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -458158.125000 Penalty: 2689.662842
	Iteration 37Q: 3 clusters Score -458158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -458160.906250 Penalty: 2689.662842
	Iteration 38Q: 3 clusters Score -458160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -458162.218750 Penalty: 2689.662842
	Iteration 39Q: 3 clusters Score -458162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -458162.750000 Penalty: 2689.662842
	Iteration 40F: 3 clusters Score -458162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -458164.468750 Penalty: 2689.662842
	Iteration 41Q: 3 clusters Score -458164.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -458166.718750 Penalty: 2689.662842
	Iteration 42Q: 3 clusters Score -458166.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -458168.000000 Penalty: 2689.662842
	Iteration 43Q: 3 clusters Score -458168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -458170.875000 Penalty: 2689.662842
	Iteration 44Q: 3 clusters Score -458170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -458171.937500 Penalty: 2689.662842
	Iteration 45Q: 3 clusters Score -458171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -458173.281250 Penalty: 2689.662842
	Iteration 46Q: 3 clusters Score -458173.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -458174.812500 Penalty: 2689.662842
	Iteration 47Q: 3 clusters Score -458174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -458175.562500 Penalty: 2689.662842
	Iteration 48Q: 3 clusters Score -458175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -458175.156250 Penalty: 2689.662842
	Iteration 49Q: 3 clusters Score -458175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -458175.156250 Penalty: 2689.662842
	Iteration 50F: 3 clusters Score -458175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Entering Unmasked Estep 
Score: -8504935.000000 Penalty: 1809.415894
	Iteration 0F: 2 clusters Score -8504935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -8459309.000000 Penalty: 3618.831787
	Iteration 0F: 3 clusters Score -8459309 nChanged 32529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -8478285.000000 Penalty: 3618.831787
	Iteration 1F: 3 clusters Score -8478285 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -8479548.000000 Penalty: 3618.831787
	Iteration 2Q: 3 clusters Score -8479548 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -8481592.000000 Penalty: 3618.831787
	Iteration 3F: 3 clusters Score -8481592 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -8485349.000000 Penalty: 3618.831787
	Iteration 4F: 3 clusters Score -8485349 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -8490953.000000 Penalty: 3618.831787
	Iteration 5F: 3 clusters Score -8490953 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -8496871.000000 Penalty: 3618.831787
	Iteration 6F: 3 clusters Score -8496871 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -8500904.000000 Penalty: 3618.831787
	Iteration 7F: 3 clusters Score -8500904 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -8502587.000000 Penalty: 3618.831787
	Iteration 8Q: 3 clusters Score -8502587 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -8503012.000000 Penalty: 3618.831787
	Iteration 9Q: 3 clusters Score -8503012 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -8503143.000000 Penalty: 3618.831787
	Iteration 10Q: 3 clusters Score -8503143 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -8503215.000000 Penalty: 3618.831787
	Iteration 11Q: 3 clusters Score -8503215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -8503244.000000 Penalty: 3618.831787
	Iteration 12Q: 3 clusters Score -8503244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -8503295.000000 Penalty: 3618.831787
	Iteration 13Q: 3 clusters Score -8503295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -8503317.000000 Penalty: 3618.831787
	Iteration 14Q: 3 clusters Score -8503317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -8503327.000000 Penalty: 3618.831787
	Iteration 15Q: 3 clusters Score -8503327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -8503351.000000 Penalty: 3618.831787
	Iteration 16Q: 3 clusters Score -8503351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -8503362.000000 Penalty: 3618.831787
	Iteration 17Q: 3 clusters Score -8503362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -8503362.000000 Penalty: 3618.831787
	Iteration 18F: 3 clusters Score -8503362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (90934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Entering Unmasked Estep 
Score: -11270047.000000 Penalty: 1855.407104
	Iteration 0F: 2 clusters Score -1.127005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -11210666.000000 Penalty: 3710.814209
	Iteration 0F: 3 clusters Score -1.121067e+07 nChanged 43311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -11235539.000000 Penalty: 3710.814209
	Iteration 1F: 3 clusters Score -1.123554e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -11236273.000000 Penalty: 3710.814209
	Iteration 2Q: 3 clusters Score -1.123627e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -11237393.000000 Penalty: 3710.814209
	Iteration 3Q: 3 clusters Score -1.123739e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -11239538.000000 Penalty: 3710.814209
	Iteration 4F: 3 clusters Score -1.123954e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -11243261.000000 Penalty: 3710.814209
	Iteration 5F: 3 clusters Score -1.124326e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -11249171.000000 Penalty: 3710.814209
	Iteration 6F: 3 clusters Score -1.124917e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -11256761.000000 Penalty: 3710.814209
	Iteration 7F: 3 clusters Score -1.125676e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -11263401.000000 Penalty: 3710.814209
	Iteration 8F: 3 clusters Score -1.12634e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 86987 members 
Entering Unmasked Estep 
Score: -11266809.000000 Penalty: 3710.814209
	Iteration 9Q: 3 clusters Score -1.126681e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -11268092.000000 Penalty: 3710.814209
	Iteration 10Q: 3 clusters Score -1.126809e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -11268630.000000 Penalty: 3710.814209
	Iteration 11Q: 3 clusters Score -1.126863e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -11268857.000000 Penalty: 3710.814209
	Iteration 12Q: 3 clusters Score -1.126886e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -11268923.000000 Penalty: 3710.814209
	Iteration 13Q: 3 clusters Score -1.126892e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -11268960.000000 Penalty: 3710.814209
	Iteration 14Q: 3 clusters Score -1.126896e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -11268993.000000 Penalty: 3710.814209
	Iteration 15Q: 3 clusters Score -1.126899e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -11268988.000000 Penalty: 3710.814209
	Iteration 16Q: 3 clusters Score -1.126899e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -11268998.000000 Penalty: 3710.814209
	Iteration 17Q: 3 clusters Score -1.1269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -11268972.000000 Penalty: 3710.814209
	Iteration 18Q: 3 clusters Score -1.126897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 90004 members 
Entering Unmasked Estep 
Score: -11268984.000000 Penalty: 3710.814209
	Iteration 19Q: 3 clusters Score -1.126898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -11268985.000000 Penalty: 3710.814209
	Iteration 20F: 3 clusters Score -1.126898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -11268973.000000 Penalty: 3710.814209
	Iteration 21Q: 3 clusters Score -1.126897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -11268986.000000 Penalty: 3710.814209
	Iteration 22Q: 3 clusters Score -1.126899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -11268991.000000 Penalty: 3710.814209
	Iteration 23Q: 3 clusters Score -1.126899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -11268991.000000 Penalty: 3710.814209
	Iteration 24Q: 3 clusters Score -1.126899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -11268983.000000 Penalty: 3710.814209
	Iteration 25Q: 3 clusters Score -1.126898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -11268989.000000 Penalty: 3710.814209
	Iteration 26Q: 3 clusters Score -1.126899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -11268983.000000 Penalty: 3710.814209
	Iteration 27Q: 3 clusters Score -1.126898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -11268980.000000 Penalty: 3710.814209
	Iteration 28Q: 3 clusters Score -1.126898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -11268977.000000 Penalty: 3710.814209
	Iteration 29Q: 3 clusters Score -1.126898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -11268974.000000 Penalty: 3710.814209
	Iteration 30Q: 3 clusters Score -1.126897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -11268983.000000 Penalty: 3710.814209
	Iteration 31Q: 3 clusters Score -1.126898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -11268977.000000 Penalty: 3710.814209
	Iteration 32Q: 3 clusters Score -1.126898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -11268989.000000 Penalty: 3710.814209
	Iteration 33Q: 3 clusters Score -1.126899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -11268993.000000 Penalty: 3710.814209
	Iteration 34Q: 3 clusters Score -1.126899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 90113 members 
Entering Unmasked Estep 
Score: -11268994.000000 Penalty: 3710.814209
	Iteration 35Q: 3 clusters Score -1.126899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 90113 members 
Entering Unmasked Estep 
Score: -11268994.000000 Penalty: 3710.814209
	Iteration 36F: 3 clusters Score -1.126899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Entering Unmasked Estep 
Score: -1154573.000000 Penalty: 1490.671875
	Iteration 0F: 2 clusters Score -1154573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1147590.125000 Penalty: 2981.343750
	Iteration 0F: 3 clusters Score -1147590 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1149851.250000 Penalty: 2981.343750
	Iteration 1F: 3 clusters Score -1149851 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1150118.375000 Penalty: 2981.343750
	Iteration 2F: 3 clusters Score -1150118 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1150356.875000 Penalty: 2981.343750
	Iteration 3F: 3 clusters Score -1150357 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1150642.250000 Penalty: 2981.343750
	Iteration 4F: 3 clusters Score -1150642 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1151021.500000 Penalty: 2981.343750
	Iteration 5F: 3 clusters Score -1151022 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1151491.500000 Penalty: 2981.343750
	Iteration 6F: 3 clusters Score -1151492 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1152066.125000 Penalty: 2981.343750
	Iteration 7F: 3 clusters Score -1152066 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1152631.000000 Penalty: 2981.343750
	Iteration 8F: 3 clusters Score -1152631 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1153156.750000 Penalty: 2981.343750
	Iteration 9Q: 3 clusters Score -1153157 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1153498.500000 Penalty: 2981.343750
	Iteration 10Q: 3 clusters Score -1153498 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1153651.750000 Penalty: 2981.343750
	Iteration 11Q: 3 clusters Score -1153652 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1153694.750000 Penalty: 2981.343750
	Iteration 12Q: 3 clusters Score -1153695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1153714.750000 Penalty: 2981.343750
	Iteration 13Q: 3 clusters Score -1153715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1153726.750000 Penalty: 2981.343750
	Iteration 14Q: 3 clusters Score -1153727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1153733.750000 Penalty: 2981.343750
	Iteration 15Q: 3 clusters Score -1153734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1153737.750000 Penalty: 2981.343750
	Iteration 16Q: 3 clusters Score -1153738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1153741.125000 Penalty: 2981.343750
	Iteration 17Q: 3 clusters Score -1153741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1153741.875000 Penalty: 2981.343750
	Iteration 18Q: 3 clusters Score -1153742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1153742.625000 Penalty: 2981.343750
	Iteration 19Q: 3 clusters Score -1153743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1153746.125000 Penalty: 2981.343750
	Iteration 20F: 3 clusters Score -1153746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1153747.625000 Penalty: 2981.343750
	Iteration 21Q: 3 clusters Score -1153748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1153747.625000 Penalty: 2981.343750
	Iteration 22Q: 3 clusters Score -1153748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1153749.625000 Penalty: 2981.343750
	Iteration 23Q: 3 clusters Score -1153750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1153752.000000 Penalty: 2981.343750
	Iteration 24Q: 3 clusters Score -1153752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1153750.500000 Penalty: 2981.343750
	Iteration 25Q: 3 clusters Score -1153750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1153753.250000 Penalty: 2981.343750
	Iteration 26Q: 3 clusters Score -1153753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1153757.125000 Penalty: 2981.343750
	Iteration 27Q: 3 clusters Score -1153757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1153755.875000 Penalty: 2981.343750
	Iteration 28Q: 3 clusters Score -1153756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1153756.375000 Penalty: 2981.343750
	Iteration 29Q: 3 clusters Score -1153756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1153756.875000 Penalty: 2981.343750
	Iteration 30Q: 3 clusters Score -1153757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1153756.250000 Penalty: 2981.343750
	Iteration 31Q: 3 clusters Score -1153756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1153758.375000 Penalty: 2981.343750
	Iteration 32Q: 3 clusters Score -1153758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1153758.375000 Penalty: 2981.343750
	Iteration 33F: 3 clusters Score -1153758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14832.140625 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -14832.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14181.887695 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14181.89 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14650.262695 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14650.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14954.429688 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14954.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15083.756836 Penalty: 1808.469116
	Iteration 3F: 3 clusters Score -15083.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15194.644531 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -15194.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15222.344727 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -15222.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15237.464844 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -15237.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15270.438477 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -15270.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15338.696289 Penalty: 1808.469116
	Iteration 8Q: 3 clusters Score -15338.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15338.696289 Penalty: 1808.469116
	Iteration 9F: 3 clusters Score -15338.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 84971 members 
Mstep: Class 5 contains 20384 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 68519 members 
Mstep: Class 9 contains 90934 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 100 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 93687 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12354 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53753 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 88358 members 
Mstep: Class 23 contains 81174 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 68240 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 33 contains 161 members 
Mstep: Class 34 contains 52042 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
Score: -102242328.000000 Penalty: 77592.265625
Splitting cluster 11 changes total score from -102243016.000000 to -102242328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Entering Unmasked Estep 
Score: -1119117.375000 Penalty: 1484.747803
	Iteration 0F: 2 clusters Score -1119117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1112363.625000 Penalty: 2969.495605
	Iteration 0F: 3 clusters Score -1112364 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1114618.000000 Penalty: 2969.495605
	Iteration 1F: 3 clusters Score -1114618 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1114964.250000 Penalty: 2969.495605
	Iteration 2F: 3 clusters Score -1114964 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1115299.000000 Penalty: 2969.495605
	Iteration 3F: 3 clusters Score -1115299 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1115589.000000 Penalty: 2969.495605
	Iteration 4F: 3 clusters Score -1115589 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1115872.500000 Penalty: 2969.495605
	Iteration 5Q: 3 clusters Score -1115872 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1116146.125000 Penalty: 2969.495605
	Iteration 6F: 3 clusters Score -1116146 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1116401.250000 Penalty: 2969.495605
	Iteration 7Q: 3 clusters Score -1116401 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1116603.375000 Penalty: 2969.495605
	Iteration 8Q: 3 clusters Score -1116603 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1116786.375000 Penalty: 2969.495605
	Iteration 9Q: 3 clusters Score -1116786 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1116926.875000 Penalty: 2969.495605
	Iteration 10Q: 3 clusters Score -1116927 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1117036.625000 Penalty: 2969.495605
	Iteration 11Q: 3 clusters Score -1117037 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1117126.875000 Penalty: 2969.495605
	Iteration 12Q: 3 clusters Score -1117127 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1117211.125000 Penalty: 2969.495605
	Iteration 13Q: 3 clusters Score -1117211 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1117272.625000 Penalty: 2969.495605
	Iteration 14Q: 3 clusters Score -1117273 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1117316.750000 Penalty: 2969.495605
	Iteration 15Q: 3 clusters Score -1117317 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1117352.750000 Penalty: 2969.495605
	Iteration 16Q: 3 clusters Score -1117353 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1117391.125000 Penalty: 2969.495605
	Iteration 17Q: 3 clusters Score -1117391 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1117418.125000 Penalty: 2969.495605
	Iteration 18Q: 3 clusters Score -1117418 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1117438.625000 Penalty: 2969.495605
	Iteration 19Q: 3 clusters Score -1117439 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1117457.625000 Penalty: 2969.495605
	Iteration 20F: 3 clusters Score -1117458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1117468.125000 Penalty: 2969.495605
	Iteration 21Q: 3 clusters Score -1117468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1117478.125000 Penalty: 2969.495605
	Iteration 22Q: 3 clusters Score -1117478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1117487.375000 Penalty: 2969.495605
	Iteration 23Q: 3 clusters Score -1117487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1117493.750000 Penalty: 2969.495605
	Iteration 24Q: 3 clusters Score -1117494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1117501.250000 Penalty: 2969.495605
	Iteration 25Q: 3 clusters Score -1117501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1117509.250000 Penalty: 2969.495605
	Iteration 26Q: 3 clusters Score -1117509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1117515.250000 Penalty: 2969.495605
	Iteration 27Q: 3 clusters Score -1117515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1117524.375000 Penalty: 2969.495605
	Iteration 28Q: 3 clusters Score -1117524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1117528.625000 Penalty: 2969.495605
	Iteration 29Q: 3 clusters Score -1117529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1117542.125000 Penalty: 2969.495605
	Iteration 30Q: 3 clusters Score -1117542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1117545.250000 Penalty: 2969.495605
	Iteration 31Q: 3 clusters Score -1117545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1117558.125000 Penalty: 2969.495605
	Iteration 32Q: 3 clusters Score -1117558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1117565.000000 Penalty: 2969.495605
	Iteration 33Q: 3 clusters Score -1117565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1117570.000000 Penalty: 2969.495605
	Iteration 34Q: 3 clusters Score -1117570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1117570.375000 Penalty: 2969.495605
	Iteration 35Q: 3 clusters Score -1117570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1117574.250000 Penalty: 2969.495605
	Iteration 36Q: 3 clusters Score -1117574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1117577.625000 Penalty: 2969.495605
	Iteration 37Q: 3 clusters Score -1117578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1117583.125000 Penalty: 2969.495605
	Iteration 38Q: 3 clusters Score -1117583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1117585.375000 Penalty: 2969.495605
	Iteration 39Q: 3 clusters Score -1117585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1117587.875000 Penalty: 2969.495605
	Iteration 40F: 3 clusters Score -1117588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1117596.625000 Penalty: 2969.495605
	Iteration 41Q: 3 clusters Score -1117597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1117595.375000 Penalty: 2969.495605
	Iteration 42Q: 3 clusters Score -1117595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1117597.750000 Penalty: 2969.495605
	Iteration 43Q: 3 clusters Score -1117598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1117601.500000 Penalty: 2969.495605
	Iteration 44Q: 3 clusters Score -1117602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1117605.750000 Penalty: 2969.495605
	Iteration 45Q: 3 clusters Score -1117606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1117606.000000 Penalty: 2969.495605
	Iteration 46Q: 3 clusters Score -1117606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1117611.000000 Penalty: 2969.495605
	Iteration 47Q: 3 clusters Score -1117611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1117615.000000 Penalty: 2969.495605
	Iteration 48Q: 3 clusters Score -1117615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1117622.625000 Penalty: 2969.495605
	Iteration 49Q: 3 clusters Score -1117623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1117632.625000 Penalty: 2969.495605
	Iteration 50Q: 3 clusters Score -1117633 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1117644.750000 Penalty: 2969.495605
	Iteration 51Q: 3 clusters Score -1117645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1117648.125000 Penalty: 2969.495605
	Iteration 52Q: 3 clusters Score -1117648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1117656.750000 Penalty: 2969.495605
	Iteration 53Q: 3 clusters Score -1117657 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1117673.500000 Penalty: 2969.495605
	Iteration 54Q: 3 clusters Score -1117674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1117683.250000 Penalty: 2969.495605
	Iteration 55Q: 3 clusters Score -1117683 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1117702.125000 Penalty: 2969.495605
	Iteration 56Q: 3 clusters Score -1117702 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1117721.250000 Penalty: 2969.495605
	Iteration 57Q: 3 clusters Score -1117721 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1117742.375000 Penalty: 2969.495605
	Iteration 58Q: 3 clusters Score -1117742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1117759.250000 Penalty: 2969.495605
	Iteration 59Q: 3 clusters Score -1117759 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1117771.125000 Penalty: 2969.495605
	Iteration 60F: 3 clusters Score -1117771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1117789.625000 Penalty: 2969.495605
	Iteration 61Q: 3 clusters Score -1117790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1117802.250000 Penalty: 2969.495605
	Iteration 62Q: 3 clusters Score -1117802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1117821.375000 Penalty: 2969.495605
	Iteration 63Q: 3 clusters Score -1117821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1117846.375000 Penalty: 2969.495605
	Iteration 64Q: 3 clusters Score -1117846 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1117865.875000 Penalty: 2969.495605
	Iteration 65Q: 3 clusters Score -1117866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1117881.750000 Penalty: 2969.495605
	Iteration 66Q: 3 clusters Score -1117882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1117898.250000 Penalty: 2969.495605
	Iteration 67Q: 3 clusters Score -1117898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1117913.375000 Penalty: 2969.495605
	Iteration 68Q: 3 clusters Score -1117913 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1117928.000000 Penalty: 2969.495605
	Iteration 69Q: 3 clusters Score -1117928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1117945.000000 Penalty: 2969.495605
	Iteration 70Q: 3 clusters Score -1117945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1117960.250000 Penalty: 2969.495605
	Iteration 71Q: 3 clusters Score -1117960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1117979.375000 Penalty: 2969.495605
	Iteration 72Q: 3 clusters Score -1117979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1117997.875000 Penalty: 2969.495605
	Iteration 73Q: 3 clusters Score -1117998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1118013.000000 Penalty: 2969.495605
	Iteration 74Q: 3 clusters Score -1118013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1118031.125000 Penalty: 2969.495605
	Iteration 75Q: 3 clusters Score -1118031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1118039.250000 Penalty: 2969.495605
	Iteration 76Q: 3 clusters Score -1118039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1118054.250000 Penalty: 2969.495605
	Iteration 77Q: 3 clusters Score -1118054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1118060.500000 Penalty: 2969.495605
	Iteration 78Q: 3 clusters Score -1118060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1118071.125000 Penalty: 2969.495605
	Iteration 79Q: 3 clusters Score -1118071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1118081.875000 Penalty: 2969.495605
	Iteration 80F: 3 clusters Score -1118082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1118093.000000 Penalty: 2969.495605
	Iteration 81Q: 3 clusters Score -1118093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1118105.250000 Penalty: 2969.495605
	Iteration 82Q: 3 clusters Score -1118105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1118115.500000 Penalty: 2969.495605
	Iteration 83Q: 3 clusters Score -1118116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1118129.625000 Penalty: 2969.495605
	Iteration 84Q: 3 clusters Score -1118130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1118140.750000 Penalty: 2969.495605
	Iteration 85Q: 3 clusters Score -1118141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1118152.500000 Penalty: 2969.495605
	Iteration 86Q: 3 clusters Score -1118152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1118162.875000 Penalty: 2969.495605
	Iteration 87Q: 3 clusters Score -1118163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1118178.875000 Penalty: 2969.495605
	Iteration 88Q: 3 clusters Score -1118179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1118200.875000 Penalty: 2969.495605
	Iteration 89Q: 3 clusters Score -1118201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1118217.000000 Penalty: 2969.495605
	Iteration 90Q: 3 clusters Score -1118217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1118224.000000 Penalty: 2969.495605
	Iteration 91Q: 3 clusters Score -1118224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1118226.625000 Penalty: 2969.495605
	Iteration 92Q: 3 clusters Score -1118227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1118234.375000 Penalty: 2969.495605
	Iteration 93Q: 3 clusters Score -1118234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1118237.375000 Penalty: 2969.495605
	Iteration 94Q: 3 clusters Score -1118237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1118244.375000 Penalty: 2969.495605
	Iteration 95Q: 3 clusters Score -1118244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1118251.250000 Penalty: 2969.495605
	Iteration 96Q: 3 clusters Score -1118251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1118253.625000 Penalty: 2969.495605
	Iteration 97Q: 3 clusters Score -1118254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1118254.875000 Penalty: 2969.495605
	Iteration 98Q: 3 clusters Score -1118255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1118257.625000 Penalty: 2969.495605
	Iteration 99Q: 3 clusters Score -1118258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1118259.375000 Penalty: 2969.495605
	Iteration 100F: 3 clusters Score -1118259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1118258.250000 Penalty: 2969.495605
	Iteration 101Q: 3 clusters Score -1118258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1118259.000000 Penalty: 2969.495605
	Iteration 102Q: 3 clusters Score -1118259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1118260.750000 Penalty: 2969.495605
	Iteration 103Q: 3 clusters Score -1118261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1118263.125000 Penalty: 2969.495605
	Iteration 104Q: 3 clusters Score -1118263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1118266.500000 Penalty: 2969.495605
	Iteration 105Q: 3 clusters Score -1118266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1118269.750000 Penalty: 2969.495605
	Iteration 106Q: 3 clusters Score -1118270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1118274.000000 Penalty: 2969.495605
	Iteration 107Q: 3 clusters Score -1118274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1118278.375000 Penalty: 2969.495605
	Iteration 108Q: 3 clusters Score -1118278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1118279.250000 Penalty: 2969.495605
	Iteration 109Q: 3 clusters Score -1118279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1118280.875000 Penalty: 2969.495605
	Iteration 110Q: 3 clusters Score -1118281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1118281.625000 Penalty: 2969.495605
	Iteration 111Q: 3 clusters Score -1118282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1118281.000000 Penalty: 2969.495605
	Iteration 112Q: 3 clusters Score -1118281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1118285.875000 Penalty: 2969.495605
	Iteration 113Q: 3 clusters Score -1118286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1118289.250000 Penalty: 2969.495605
	Iteration 114Q: 3 clusters Score -1118289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1118290.625000 Penalty: 2969.495605
	Iteration 115Q: 3 clusters Score -1118291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1118290.625000 Penalty: 2969.495605
	Iteration 116Q: 3 clusters Score -1118291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1118289.375000 Penalty: 2969.495605
	Iteration 117Q: 3 clusters Score -1118289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1118289.375000 Penalty: 2969.495605
	Iteration 118F: 3 clusters Score -1118289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Entering Unmasked Estep 
Score: -4026178.750000 Penalty: 1688.671021
	Iteration 0F: 2 clusters Score -4026179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4004218.500000 Penalty: 3377.342041
	Iteration 0F: 3 clusters Score -4004218 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4012658.750000 Penalty: 3377.342041
	Iteration 1F: 3 clusters Score -4012659 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4013103.000000 Penalty: 3377.342041
	Iteration 2Q: 3 clusters Score -4013103 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -4013660.500000 Penalty: 3377.342041
	Iteration 3Q: 3 clusters Score -4013660 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4014276.500000 Penalty: 3377.342041
	Iteration 4Q: 3 clusters Score -4014276 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -4015094.750000 Penalty: 3377.342041
	Iteration 5Q: 3 clusters Score -4015095 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4016223.250000 Penalty: 3377.342041
	Iteration 6F: 3 clusters Score -4016223 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4017675.250000 Penalty: 3377.342041
	Iteration 7F: 3 clusters Score -4017675 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -4019318.500000 Penalty: 3377.342041
	Iteration 8F: 3 clusters Score -4019318 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -4020602.250000 Penalty: 3377.342041
	Iteration 9F: 3 clusters Score -4020602 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -4021281.500000 Penalty: 3377.342041
	Iteration 10Q: 3 clusters Score -4021282 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -4021548.000000 Penalty: 3377.342041
	Iteration 11Q: 3 clusters Score -4021548 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -4021717.500000 Penalty: 3377.342041
	Iteration 12Q: 3 clusters Score -4021718 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -4021858.000000 Penalty: 3377.342041
	Iteration 13Q: 3 clusters Score -4021858 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4021986.750000 Penalty: 3377.342041
	Iteration 14Q: 3 clusters Score -4021987 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4022130.000000 Penalty: 3377.342041
	Iteration 15Q: 3 clusters Score -4022130 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4022267.250000 Penalty: 3377.342041
	Iteration 16Q: 3 clusters Score -4022267 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -4022350.750000 Penalty: 3377.342041
	Iteration 17Q: 3 clusters Score -4022351 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4022427.750000 Penalty: 3377.342041
	Iteration 18Q: 3 clusters Score -4022428 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -4022498.500000 Penalty: 3377.342041
	Iteration 19Q: 3 clusters Score -4022498 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -4022580.500000 Penalty: 3377.342041
	Iteration 20F: 3 clusters Score -4022580 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4022632.750000 Penalty: 3377.342041
	Iteration 21Q: 3 clusters Score -4022633 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -4022723.000000 Penalty: 3377.342041
	Iteration 22Q: 3 clusters Score -4022723 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4022795.000000 Penalty: 3377.342041
	Iteration 23Q: 3 clusters Score -4022795 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -4022853.000000 Penalty: 3377.342041
	Iteration 24Q: 3 clusters Score -4022853 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4022928.750000 Penalty: 3377.342041
	Iteration 25Q: 3 clusters Score -4022929 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4023000.750000 Penalty: 3377.342041
	Iteration 26Q: 3 clusters Score -4023001 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -4023073.750000 Penalty: 3377.342041
	Iteration 27Q: 3 clusters Score -4023074 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4023176.750000 Penalty: 3377.342041
	Iteration 28Q: 3 clusters Score -4023177 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -4023266.250000 Penalty: 3377.342041
	Iteration 29Q: 3 clusters Score -4023266 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -4023360.250000 Penalty: 3377.342041
	Iteration 30Q: 3 clusters Score -4023360 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -4023470.750000 Penalty: 3377.342041
	Iteration 31Q: 3 clusters Score -4023471 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -4023546.750000 Penalty: 3377.342041
	Iteration 32Q: 3 clusters Score -4023547 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -4023630.500000 Penalty: 3377.342041
	Iteration 33Q: 3 clusters Score -4023630 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -4023709.000000 Penalty: 3377.342041
	Iteration 34Q: 3 clusters Score -4023709 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -4023792.250000 Penalty: 3377.342041
	Iteration 35Q: 3 clusters Score -4023792 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -4023869.250000 Penalty: 3377.342041
	Iteration 36Q: 3 clusters Score -4023869 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -4023958.250000 Penalty: 3377.342041
	Iteration 37Q: 3 clusters Score -4023958 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4024038.250000 Penalty: 3377.342041
	Iteration 38Q: 3 clusters Score -4024038 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -4024118.250000 Penalty: 3377.342041
	Iteration 39Q: 3 clusters Score -4024118 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4024195.250000 Penalty: 3377.342041
	Iteration 40F: 3 clusters Score -4024195 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -4024285.500000 Penalty: 3377.342041
	Iteration 41Q: 3 clusters Score -4024286 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -4024372.500000 Penalty: 3377.342041
	Iteration 42Q: 3 clusters Score -4024372 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -4024428.250000 Penalty: 3377.342041
	Iteration 43Q: 3 clusters Score -4024428 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4024505.000000 Penalty: 3377.342041
	Iteration 44Q: 3 clusters Score -4024505 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -4024564.750000 Penalty: 3377.342041
	Iteration 45Q: 3 clusters Score -4024565 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -4024632.250000 Penalty: 3377.342041
	Iteration 46Q: 3 clusters Score -4024632 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -4024675.250000 Penalty: 3377.342041
	Iteration 47Q: 3 clusters Score -4024675 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -4024724.250000 Penalty: 3377.342041
	Iteration 48Q: 3 clusters Score -4024724 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4024763.000000 Penalty: 3377.342041
	Iteration 49Q: 3 clusters Score -4024763 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -4024804.750000 Penalty: 3377.342041
	Iteration 50Q: 3 clusters Score -4024805 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4024849.250000 Penalty: 3377.342041
	Iteration 51Q: 3 clusters Score -4024849 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4024878.750000 Penalty: 3377.342041
	Iteration 52Q: 3 clusters Score -4024879 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -4024909.000000 Penalty: 3377.342041
	Iteration 53Q: 3 clusters Score -4024909 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4024945.750000 Penalty: 3377.342041
	Iteration 54Q: 3 clusters Score -4024946 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4024984.750000 Penalty: 3377.342041
	Iteration 55Q: 3 clusters Score -4024985 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -4024997.750000 Penalty: 3377.342041
	Iteration 56Q: 3 clusters Score -4024998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4025008.000000 Penalty: 3377.342041
	Iteration 57Q: 3 clusters Score -4025008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -4025026.250000 Penalty: 3377.342041
	Iteration 58Q: 3 clusters Score -4025026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -4025033.000000 Penalty: 3377.342041
	Iteration 59Q: 3 clusters Score -4025033 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -4025050.500000 Penalty: 3377.342041
	Iteration 60F: 3 clusters Score -4025050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4025067.250000 Penalty: 3377.342041
	Iteration 61Q: 3 clusters Score -4025067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4025073.250000 Penalty: 3377.342041
	Iteration 62Q: 3 clusters Score -4025073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -4025084.250000 Penalty: 3377.342041
	Iteration 63Q: 3 clusters Score -4025084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4025087.750000 Penalty: 3377.342041
	Iteration 64Q: 3 clusters Score -4025088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4025093.250000 Penalty: 3377.342041
	Iteration 65Q: 3 clusters Score -4025093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -4025090.000000 Penalty: 3377.342041
	Iteration 66Q: 3 clusters Score -4025090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4025089.750000 Penalty: 3377.342041
	Iteration 67Q: 3 clusters Score -4025090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -4025096.000000 Penalty: 3377.342041
	Iteration 68Q: 3 clusters Score -4025096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -4025101.500000 Penalty: 3377.342041
	Iteration 69Q: 3 clusters Score -4025102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4025096.750000 Penalty: 3377.342041
	Iteration 70Q: 3 clusters Score -4025097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4025105.250000 Penalty: 3377.342041
	Iteration 71Q: 3 clusters Score -4025105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4025113.000000 Penalty: 3377.342041
	Iteration 72Q: 3 clusters Score -4025113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4025115.500000 Penalty: 3377.342041
	Iteration 73Q: 3 clusters Score -4025116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -4025117.250000 Penalty: 3377.342041
	Iteration 74Q: 3 clusters Score -4025117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -4025125.500000 Penalty: 3377.342041
	Iteration 75Q: 3 clusters Score -4025126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4025126.500000 Penalty: 3377.342041
	Iteration 76Q: 3 clusters Score -4025126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4025125.750000 Penalty: 3377.342041
	Iteration 77Q: 3 clusters Score -4025126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4025131.250000 Penalty: 3377.342041
	Iteration 78Q: 3 clusters Score -4025131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4025129.000000 Penalty: 3377.342041
	Iteration 79Q: 3 clusters Score -4025129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4025123.500000 Penalty: 3377.342041
	Iteration 80F: 3 clusters Score -4025124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4025121.000000 Penalty: 3377.342041
	Iteration 81Q: 3 clusters Score -4025121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4025115.500000 Penalty: 3377.342041
	Iteration 82Q: 3 clusters Score -4025116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4025120.500000 Penalty: 3377.342041
	Iteration 83Q: 3 clusters Score -4025120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4025117.750000 Penalty: 3377.342041
	Iteration 84Q: 3 clusters Score -4025118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4025115.000000 Penalty: 3377.342041
	Iteration 85Q: 3 clusters Score -4025115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4025115.000000 Penalty: 3377.342041
	Iteration 86F: 3 clusters Score -4025115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Entering Unmasked Estep 
Score: -1935715.375000 Penalty: 1572.078003
	Iteration 0F: 2 clusters Score -1935715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1924716.625000 Penalty: 3144.156006
	Iteration 0F: 3 clusters Score -1924717 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1928474.125000 Penalty: 3144.156006
	Iteration 1F: 3 clusters Score -1928474 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1928778.125000 Penalty: 3144.156006
	Iteration 2F: 3 clusters Score -1928778 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1929021.250000 Penalty: 3144.156006
	Iteration 3Q: 3 clusters Score -1929021 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1929219.500000 Penalty: 3144.156006
	Iteration 4Q: 3 clusters Score -1929220 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1929410.250000 Penalty: 3144.156006
	Iteration 5Q: 3 clusters Score -1929410 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1929578.250000 Penalty: 3144.156006
	Iteration 6Q: 3 clusters Score -1929578 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1929739.500000 Penalty: 3144.156006
	Iteration 7Q: 3 clusters Score -1929740 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1929916.750000 Penalty: 3144.156006
	Iteration 8Q: 3 clusters Score -1929917 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1930094.875000 Penalty: 3144.156006
	Iteration 9Q: 3 clusters Score -1930095 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1930292.500000 Penalty: 3144.156006
	Iteration 10Q: 3 clusters Score -1930292 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1930536.625000 Penalty: 3144.156006
	Iteration 11Q: 3 clusters Score -1930537 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1930843.500000 Penalty: 3144.156006
	Iteration 12Q: 3 clusters Score -1930844 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1931185.250000 Penalty: 3144.156006
	Iteration 13Q: 3 clusters Score -1931185 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1931559.000000 Penalty: 3144.156006
	Iteration 14Q: 3 clusters Score -1931559 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1931870.500000 Penalty: 3144.156006
	Iteration 15Q: 3 clusters Score -1931870 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1932111.250000 Penalty: 3144.156006
	Iteration 16Q: 3 clusters Score -1932111 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1932235.250000 Penalty: 3144.156006
	Iteration 17Q: 3 clusters Score -1932235 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1932302.375000 Penalty: 3144.156006
	Iteration 18Q: 3 clusters Score -1932302 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1932351.875000 Penalty: 3144.156006
	Iteration 19Q: 3 clusters Score -1932352 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1932381.625000 Penalty: 3144.156006
	Iteration 20F: 3 clusters Score -1932382 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1932394.750000 Penalty: 3144.156006
	Iteration 21Q: 3 clusters Score -1932395 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1932414.500000 Penalty: 3144.156006
	Iteration 22Q: 3 clusters Score -1932414 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1932441.750000 Penalty: 3144.156006
	Iteration 23Q: 3 clusters Score -1932442 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1932471.250000 Penalty: 3144.156006
	Iteration 24Q: 3 clusters Score -1932471 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1932486.125000 Penalty: 3144.156006
	Iteration 25Q: 3 clusters Score -1932486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1932508.625000 Penalty: 3144.156006
	Iteration 26Q: 3 clusters Score -1932509 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1932522.625000 Penalty: 3144.156006
	Iteration 27Q: 3 clusters Score -1932523 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1932547.500000 Penalty: 3144.156006
	Iteration 28Q: 3 clusters Score -1932548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1932573.000000 Penalty: 3144.156006
	Iteration 29Q: 3 clusters Score -1932573 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1932588.875000 Penalty: 3144.156006
	Iteration 30Q: 3 clusters Score -1932589 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1932610.000000 Penalty: 3144.156006
	Iteration 31Q: 3 clusters Score -1932610 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1932625.250000 Penalty: 3144.156006
	Iteration 32Q: 3 clusters Score -1932625 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1932643.250000 Penalty: 3144.156006
	Iteration 33Q: 3 clusters Score -1932643 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1932662.250000 Penalty: 3144.156006
	Iteration 34Q: 3 clusters Score -1932662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1932680.000000 Penalty: 3144.156006
	Iteration 35Q: 3 clusters Score -1932680 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1932699.250000 Penalty: 3144.156006
	Iteration 36Q: 3 clusters Score -1932699 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1932716.750000 Penalty: 3144.156006
	Iteration 37Q: 3 clusters Score -1932717 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1932743.000000 Penalty: 3144.156006
	Iteration 38Q: 3 clusters Score -1932743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1932769.375000 Penalty: 3144.156006
	Iteration 39Q: 3 clusters Score -1932769 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1932794.375000 Penalty: 3144.156006
	Iteration 40F: 3 clusters Score -1932794 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1932813.250000 Penalty: 3144.156006
	Iteration 41Q: 3 clusters Score -1932813 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1932840.625000 Penalty: 3144.156006
	Iteration 42Q: 3 clusters Score -1932841 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1932874.500000 Penalty: 3144.156006
	Iteration 43Q: 3 clusters Score -1932874 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1932915.625000 Penalty: 3144.156006
	Iteration 44Q: 3 clusters Score -1932916 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1932951.500000 Penalty: 3144.156006
	Iteration 45Q: 3 clusters Score -1932952 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1932992.250000 Penalty: 3144.156006
	Iteration 46Q: 3 clusters Score -1932992 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1933041.250000 Penalty: 3144.156006
	Iteration 47Q: 3 clusters Score -1933041 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1933086.875000 Penalty: 3144.156006
	Iteration 48Q: 3 clusters Score -1933087 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1933143.250000 Penalty: 3144.156006
	Iteration 49Q: 3 clusters Score -1933143 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1933189.375000 Penalty: 3144.156006
	Iteration 50Q: 3 clusters Score -1933189 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1933232.000000 Penalty: 3144.156006
	Iteration 51Q: 3 clusters Score -1933232 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1933278.625000 Penalty: 3144.156006
	Iteration 52Q: 3 clusters Score -1933279 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1933325.875000 Penalty: 3144.156006
	Iteration 53Q: 3 clusters Score -1933326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1933378.750000 Penalty: 3144.156006
	Iteration 54Q: 3 clusters Score -1933379 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1933445.125000 Penalty: 3144.156006
	Iteration 55Q: 3 clusters Score -1933445 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1933485.750000 Penalty: 3144.156006
	Iteration 56Q: 3 clusters Score -1933486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1933537.500000 Penalty: 3144.156006
	Iteration 57Q: 3 clusters Score -1933538 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1933576.250000 Penalty: 3144.156006
	Iteration 58Q: 3 clusters Score -1933576 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1933628.750000 Penalty: 3144.156006
	Iteration 59Q: 3 clusters Score -1933629 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1933682.500000 Penalty: 3144.156006
	Iteration 60F: 3 clusters Score -1933682 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1933735.625000 Penalty: 3144.156006
	Iteration 61Q: 3 clusters Score -1933736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1933795.500000 Penalty: 3144.156006
	Iteration 62Q: 3 clusters Score -1933796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1933837.875000 Penalty: 3144.156006
	Iteration 63Q: 3 clusters Score -1933838 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1933885.625000 Penalty: 3144.156006
	Iteration 64Q: 3 clusters Score -1933886 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1933922.375000 Penalty: 3144.156006
	Iteration 65Q: 3 clusters Score -1933922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1933950.125000 Penalty: 3144.156006
	Iteration 66Q: 3 clusters Score -1933950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1933975.250000 Penalty: 3144.156006
	Iteration 67Q: 3 clusters Score -1933975 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1933990.875000 Penalty: 3144.156006
	Iteration 68Q: 3 clusters Score -1933991 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1934012.375000 Penalty: 3144.156006
	Iteration 69Q: 3 clusters Score -1934012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1934042.375000 Penalty: 3144.156006
	Iteration 70Q: 3 clusters Score -1934042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1934070.375000 Penalty: 3144.156006
	Iteration 71Q: 3 clusters Score -1934070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1934090.250000 Penalty: 3144.156006
	Iteration 72Q: 3 clusters Score -1934090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1934103.625000 Penalty: 3144.156006
	Iteration 73Q: 3 clusters Score -1934104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1934122.875000 Penalty: 3144.156006
	Iteration 74Q: 3 clusters Score -1934123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1934130.375000 Penalty: 3144.156006
	Iteration 75Q: 3 clusters Score -1934130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1934139.875000 Penalty: 3144.156006
	Iteration 76Q: 3 clusters Score -1934140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1934148.375000 Penalty: 3144.156006
	Iteration 77Q: 3 clusters Score -1934148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1934155.875000 Penalty: 3144.156006
	Iteration 78Q: 3 clusters Score -1934156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1934161.375000 Penalty: 3144.156006
	Iteration 79Q: 3 clusters Score -1934161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1934171.000000 Penalty: 3144.156006
	Iteration 80F: 3 clusters Score -1934171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1934179.625000 Penalty: 3144.156006
	Iteration 81Q: 3 clusters Score -1934180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1934187.750000 Penalty: 3144.156006
	Iteration 82Q: 3 clusters Score -1934188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1934190.250000 Penalty: 3144.156006
	Iteration 83Q: 3 clusters Score -1934190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1934198.125000 Penalty: 3144.156006
	Iteration 84Q: 3 clusters Score -1934198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1934203.750000 Penalty: 3144.156006
	Iteration 85Q: 3 clusters Score -1934204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1934204.750000 Penalty: 3144.156006
	Iteration 86Q: 3 clusters Score -1934205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1934207.375000 Penalty: 3144.156006
	Iteration 87Q: 3 clusters Score -1934207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1934209.125000 Penalty: 3144.156006
	Iteration 88Q: 3 clusters Score -1934209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1934212.500000 Penalty: 3144.156006
	Iteration 89Q: 3 clusters Score -1934212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1934209.875000 Penalty: 3144.156006
	Iteration 90Q: 3 clusters Score -1934210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1934211.375000 Penalty: 3144.156006
	Iteration 91Q: 3 clusters Score -1934211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1934211.375000 Penalty: 3144.156006
	Iteration 92Q: 3 clusters Score -1934211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1934211.750000 Penalty: 3144.156006
	Iteration 93Q: 3 clusters Score -1934212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1934213.500000 Penalty: 3144.156006
	Iteration 94Q: 3 clusters Score -1934214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1934218.125000 Penalty: 3144.156006
	Iteration 95Q: 3 clusters Score -1934218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1934219.750000 Penalty: 3144.156006
	Iteration 96Q: 3 clusters Score -1934220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1934218.375000 Penalty: 3144.156006
	Iteration 97Q: 3 clusters Score -1934218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1934221.250000 Penalty: 3144.156006
	Iteration 98Q: 3 clusters Score -1934221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1934223.500000 Penalty: 3144.156006
	Iteration 99Q: 3 clusters Score -1934224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1934227.625000 Penalty: 3144.156006
	Iteration 100F: 3 clusters Score -1934228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1934227.750000 Penalty: 3144.156006
	Iteration 101Q: 3 clusters Score -1934228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1934227.750000 Penalty: 3144.156006
	Iteration 102F: 3 clusters Score -1934228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Entering Unmasked Estep 
Score: -11763403.000000 Penalty: 1860.253662
	Iteration 0F: 2 clusters Score -1.17634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -11703217.000000 Penalty: 3720.507324
	Iteration 0F: 3 clusters Score -1.170322e+07 nChanged 44927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -11729481.000000 Penalty: 3720.507324
	Iteration 1F: 3 clusters Score -1.172948e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -11730260.000000 Penalty: 3720.507324
	Iteration 2Q: 3 clusters Score -1.173026e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -11731355.000000 Penalty: 3720.507324
	Iteration 3Q: 3 clusters Score -1.173136e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -11732783.000000 Penalty: 3720.507324
	Iteration 4Q: 3 clusters Score -1.173278e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -11734935.000000 Penalty: 3720.507324
	Iteration 5F: 3 clusters Score -1.173494e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -11738766.000000 Penalty: 3720.507324
	Iteration 6F: 3 clusters Score -1.173877e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -11744113.000000 Penalty: 3720.507324
	Iteration 7F: 3 clusters Score -1.174411e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -11749138.000000 Penalty: 3720.507324
	Iteration 8F: 3 clusters Score -1.174914e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -11751491.000000 Penalty: 3720.507324
	Iteration 9F: 3 clusters Score -1.175149e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -11752540.000000 Penalty: 3720.507324
	Iteration 10Q: 3 clusters Score -1.175254e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -11753399.000000 Penalty: 3720.507324
	Iteration 11Q: 3 clusters Score -1.17534e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -11754143.000000 Penalty: 3720.507324
	Iteration 12Q: 3 clusters Score -1.175414e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -11755075.000000 Penalty: 3720.507324
	Iteration 13Q: 3 clusters Score -1.175508e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -11755746.000000 Penalty: 3720.507324
	Iteration 14Q: 3 clusters Score -1.175575e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -11756301.000000 Penalty: 3720.507324
	Iteration 15Q: 3 clusters Score -1.17563e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -11756799.000000 Penalty: 3720.507324
	Iteration 16Q: 3 clusters Score -1.17568e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -11757153.000000 Penalty: 3720.507324
	Iteration 17Q: 3 clusters Score -1.175715e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -11757306.000000 Penalty: 3720.507324
	Iteration 18Q: 3 clusters Score -1.175731e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -11757494.000000 Penalty: 3720.507324
	Iteration 19Q: 3 clusters Score -1.175749e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -11757637.000000 Penalty: 3720.507324
	Iteration 20F: 3 clusters Score -1.175764e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -11757778.000000 Penalty: 3720.507324
	Iteration 21Q: 3 clusters Score -1.175778e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -11757898.000000 Penalty: 3720.507324
	Iteration 22Q: 3 clusters Score -1.17579e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -11758013.000000 Penalty: 3720.507324
	Iteration 23Q: 3 clusters Score -1.175801e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -11758078.000000 Penalty: 3720.507324
	Iteration 24Q: 3 clusters Score -1.175808e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -11758084.000000 Penalty: 3720.507324
	Iteration 25Q: 3 clusters Score -1.175808e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -11758136.000000 Penalty: 3720.507324
	Iteration 26Q: 3 clusters Score -1.175814e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -11758204.000000 Penalty: 3720.507324
	Iteration 27Q: 3 clusters Score -1.17582e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -11758324.000000 Penalty: 3720.507324
	Iteration 28Q: 3 clusters Score -1.175832e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -11758394.000000 Penalty: 3720.507324
	Iteration 29Q: 3 clusters Score -1.175839e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -11758496.000000 Penalty: 3720.507324
	Iteration 30Q: 3 clusters Score -1.17585e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -11758516.000000 Penalty: 3720.507324
	Iteration 31Q: 3 clusters Score -1.175852e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -11758571.000000 Penalty: 3720.507324
	Iteration 32Q: 3 clusters Score -1.175857e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -11758676.000000 Penalty: 3720.507324
	Iteration 33Q: 3 clusters Score -1.175868e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -11758759.000000 Penalty: 3720.507324
	Iteration 34Q: 3 clusters Score -1.175876e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -11758857.000000 Penalty: 3720.507324
	Iteration 35Q: 3 clusters Score -1.175886e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -11758934.000000 Penalty: 3720.507324
	Iteration 36Q: 3 clusters Score -1.175893e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -11759010.000000 Penalty: 3720.507324
	Iteration 37Q: 3 clusters Score -1.175901e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -11759122.000000 Penalty: 3720.507324
	Iteration 38Q: 3 clusters Score -1.175912e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -11759203.000000 Penalty: 3720.507324
	Iteration 39Q: 3 clusters Score -1.17592e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -11759310.000000 Penalty: 3720.507324
	Iteration 40F: 3 clusters Score -1.175931e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -11759412.000000 Penalty: 3720.507324
	Iteration 41Q: 3 clusters Score -1.175941e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -11759467.000000 Penalty: 3720.507324
	Iteration 42Q: 3 clusters Score -1.175947e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -11759542.000000 Penalty: 3720.507324
	Iteration 43Q: 3 clusters Score -1.175954e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -11759608.000000 Penalty: 3720.507324
	Iteration 44Q: 3 clusters Score -1.175961e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -11759664.000000 Penalty: 3720.507324
	Iteration 45Q: 3 clusters Score -1.175966e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -11759705.000000 Penalty: 3720.507324
	Iteration 46Q: 3 clusters Score -1.17597e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -11759733.000000 Penalty: 3720.507324
	Iteration 47Q: 3 clusters Score -1.175973e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -11759744.000000 Penalty: 3720.507324
	Iteration 48Q: 3 clusters Score -1.175974e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -11759779.000000 Penalty: 3720.507324
	Iteration 49Q: 3 clusters Score -1.175978e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -11759760.000000 Penalty: 3720.507324
	Iteration 50Q: 3 clusters Score -1.175976e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -11759794.000000 Penalty: 3720.507324
	Iteration 51Q: 3 clusters Score -1.175979e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -11759846.000000 Penalty: 3720.507324
	Iteration 52Q: 3 clusters Score -1.175985e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -11759875.000000 Penalty: 3720.507324
	Iteration 53Q: 3 clusters Score -1.175988e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -11759946.000000 Penalty: 3720.507324
	Iteration 54Q: 3 clusters Score -1.175995e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -11759975.000000 Penalty: 3720.507324
	Iteration 55Q: 3 clusters Score -1.175998e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -11759970.000000 Penalty: 3720.507324
	Iteration 56Q: 3 clusters Score -1.175997e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -11759989.000000 Penalty: 3720.507324
	Iteration 57Q: 3 clusters Score -1.175999e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -11759950.000000 Penalty: 3720.507324
	Iteration 58Q: 3 clusters Score -1.175995e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -11759981.000000 Penalty: 3720.507324
	Iteration 59Q: 3 clusters Score -1.175998e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -11760020.000000 Penalty: 3720.507324
	Iteration 60F: 3 clusters Score -1.176002e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -11760008.000000 Penalty: 3720.507324
	Iteration 61Q: 3 clusters Score -1.176001e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -11760022.000000 Penalty: 3720.507324
	Iteration 62Q: 3 clusters Score -1.176002e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -11760027.000000 Penalty: 3720.507324
	Iteration 63Q: 3 clusters Score -1.176003e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -11760010.000000 Penalty: 3720.507324
	Iteration 64Q: 3 clusters Score -1.176001e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -11760038.000000 Penalty: 3720.507324
	Iteration 65Q: 3 clusters Score -1.176004e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -11760029.000000 Penalty: 3720.507324
	Iteration 66Q: 3 clusters Score -1.176003e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -11760063.000000 Penalty: 3720.507324
	Iteration 67Q: 3 clusters Score -1.176006e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -11760049.000000 Penalty: 3720.507324
	Iteration 68Q: 3 clusters Score -1.176005e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -11760035.000000 Penalty: 3720.507324
	Iteration 69Q: 3 clusters Score -1.176004e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -11760039.000000 Penalty: 3720.507324
	Iteration 70Q: 3 clusters Score -1.176004e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -11760026.000000 Penalty: 3720.507324
	Iteration 71Q: 3 clusters Score -1.176003e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -11760034.000000 Penalty: 3720.507324
	Iteration 72Q: 3 clusters Score -1.176003e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -11760036.000000 Penalty: 3720.507324
	Iteration 73Q: 3 clusters Score -1.176004e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -11760052.000000 Penalty: 3720.507324
	Iteration 74Q: 3 clusters Score -1.176005e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -11760041.000000 Penalty: 3720.507324
	Iteration 75Q: 3 clusters Score -1.176004e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -11760076.000000 Penalty: 3720.507324
	Iteration 76Q: 3 clusters Score -1.176008e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -11760067.000000 Penalty: 3720.507324
	Iteration 77Q: 3 clusters Score -1.176007e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -11760094.000000 Penalty: 3720.507324
	Iteration 78Q: 3 clusters Score -1.176009e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -11760071.000000 Penalty: 3720.507324
	Iteration 79Q: 3 clusters Score -1.176007e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -11760072.000000 Penalty: 3720.507324
	Iteration 80F: 3 clusters Score -1.176007e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -11760072.000000 Penalty: 3720.507324
	Iteration 81Q: 3 clusters Score -1.176007e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -11760084.000000 Penalty: 3720.507324
	Iteration 82Q: 3 clusters Score -1.176008e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -11760098.000000 Penalty: 3720.507324
	Iteration 83Q: 3 clusters Score -1.17601e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -11760081.000000 Penalty: 3720.507324
	Iteration 84Q: 3 clusters Score -1.176008e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -11760077.000000 Penalty: 3720.507324
	Iteration 85Q: 3 clusters Score -1.176008e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -11760086.000000 Penalty: 3720.507324
	Iteration 86Q: 3 clusters Score -1.176009e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -11760094.000000 Penalty: 3720.507324
	Iteration 87Q: 3 clusters Score -1.176009e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -11760094.000000 Penalty: 3720.507324
	Iteration 88Q: 3 clusters Score -1.176009e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -11760088.000000 Penalty: 3720.507324
	Iteration 89Q: 3 clusters Score -1.176009e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -11760073.000000 Penalty: 3720.507324
	Iteration 90Q: 3 clusters Score -1.176007e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -11760068.000000 Penalty: 3720.507324
	Iteration 91Q: 3 clusters Score -1.176007e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -11760081.000000 Penalty: 3720.507324
	Iteration 92Q: 3 clusters Score -1.176008e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -11760067.000000 Penalty: 3720.507324
	Iteration 93Q: 3 clusters Score -1.176007e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -11760063.000000 Penalty: 3720.507324
	Iteration 94Q: 3 clusters Score -1.176006e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -11760075.000000 Penalty: 3720.507324
	Iteration 95Q: 3 clusters Score -1.176008e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -11760078.000000 Penalty: 3720.507324
	Iteration 96Q: 3 clusters Score -1.176008e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -11760088.000000 Penalty: 3720.507324
	Iteration 97Q: 3 clusters Score -1.176009e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -11760075.000000 Penalty: 3720.507324
	Iteration 98Q: 3 clusters Score -1.176008e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -11760090.000000 Penalty: 3720.507324
	Iteration 99Q: 3 clusters Score -1.176009e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -11760102.000000 Penalty: 3720.507324
	Iteration 100F: 3 clusters Score -1.17601e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -11760106.000000 Penalty: 3720.507324
	Iteration 101Q: 3 clusters Score -1.176011e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -11760106.000000 Penalty: 3720.507324
	Iteration 102Q: 3 clusters Score -1.176011e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -11760099.000000 Penalty: 3720.507324
	Iteration 103Q: 3 clusters Score -1.17601e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -11760078.000000 Penalty: 3720.507324
	Iteration 104Q: 3 clusters Score -1.176008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -11760062.000000 Penalty: 3720.507324
	Iteration 105Q: 3 clusters Score -1.176006e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -11760067.000000 Penalty: 3720.507324
	Iteration 106Q: 3 clusters Score -1.176007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -11760069.000000 Penalty: 3720.507324
	Iteration 107Q: 3 clusters Score -1.176007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -11760091.000000 Penalty: 3720.507324
	Iteration 108Q: 3 clusters Score -1.176009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -11760083.000000 Penalty: 3720.507324
	Iteration 109Q: 3 clusters Score -1.176008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -11760087.000000 Penalty: 3720.507324
	Iteration 110Q: 3 clusters Score -1.176009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -11760079.000000 Penalty: 3720.507324
	Iteration 111Q: 3 clusters Score -1.176008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -11760061.000000 Penalty: 3720.507324
	Iteration 112Q: 3 clusters Score -1.176006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -11760059.000000 Penalty: 3720.507324
	Iteration 113Q: 3 clusters Score -1.176006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -11760065.000000 Penalty: 3720.507324
	Iteration 114Q: 3 clusters Score -1.176006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -11760063.000000 Penalty: 3720.507324
	Iteration 115Q: 3 clusters Score -1.176006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -11760069.000000 Penalty: 3720.507324
	Iteration 116Q: 3 clusters Score -1.176007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -11760063.000000 Penalty: 3720.507324
	Iteration 117Q: 3 clusters Score -1.176006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -11760070.000000 Penalty: 3720.507324
	Iteration 118Q: 3 clusters Score -1.176007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -11760070.000000 Penalty: 3720.507324
	Iteration 119Q: 3 clusters Score -1.176007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -11760074.000000 Penalty: 3720.507324
	Iteration 120F: 3 clusters Score -1.176007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -11760075.000000 Penalty: 3720.507324
	Iteration 121Q: 3 clusters Score -1.176008e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -11760082.000000 Penalty: 3720.507324
	Iteration 122Q: 3 clusters Score -1.176008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -11760073.000000 Penalty: 3720.507324
	Iteration 123Q: 3 clusters Score -1.176007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -11760066.000000 Penalty: 3720.507324
	Iteration 124Q: 3 clusters Score -1.176007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -11760070.000000 Penalty: 3720.507324
	Iteration 125Q: 3 clusters Score -1.176007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -11760076.000000 Penalty: 3720.507324
	Iteration 126Q: 3 clusters Score -1.176008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -11760078.000000 Penalty: 3720.507324
	Iteration 127Q: 3 clusters Score -1.176008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -11760076.000000 Penalty: 3720.507324
	Iteration 128Q: 3 clusters Score -1.176008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -11760076.000000 Penalty: 3720.507324
	Iteration 129F: 3 clusters Score -1.176008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -161807.687500 Penalty: 1183.336914
	Iteration 0F: 2 clusters Score -161807.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -160060.890625 Penalty: 2366.673828
	Iteration 0F: 3 clusters Score -160060.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -160453.484375 Penalty: 2366.673828
	Iteration 1F: 3 clusters Score -160453.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -160582.203125 Penalty: 2366.673828
	Iteration 2F: 3 clusters Score -160582.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -160745.671875 Penalty: 2366.673828
	Iteration 3F: 3 clusters Score -160745.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160892.593750 Penalty: 2366.673828
	Iteration 4F: 3 clusters Score -160892.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -161025.468750 Penalty: 2366.673828
	Iteration 5F: 3 clusters Score -161025.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -161125.984375 Penalty: 2366.673828
	Iteration 6F: 3 clusters Score -161126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -161219.031250 Penalty: 2366.673828
	Iteration 7Q: 3 clusters Score -161219 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -161286.906250 Penalty: 2366.673828
	Iteration 8Q: 3 clusters Score -161286.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -161343.437500 Penalty: 2366.673828
	Iteration 9Q: 3 clusters Score -161343.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -161390.281250 Penalty: 2366.673828
	Iteration 10Q: 3 clusters Score -161390.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -161418.906250 Penalty: 2366.673828
	Iteration 11Q: 3 clusters Score -161418.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -161438.093750 Penalty: 2366.673828
	Iteration 12Q: 3 clusters Score -161438.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -161452.296875 Penalty: 2366.673828
	Iteration 13Q: 3 clusters Score -161452.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -161459.921875 Penalty: 2366.673828
	Iteration 14Q: 3 clusters Score -161459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -161459.921875 Penalty: 2366.673828
	Iteration 15F: 3 clusters Score -161459.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Entering Unmasked Estep 
Score: -1500677.375000 Penalty: 1531.031860
	Iteration 0F: 2 clusters Score -1500677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1492114.250000 Penalty: 3062.063721
	Iteration 0F: 3 clusters Score -1492114 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1495061.875000 Penalty: 3062.063721
	Iteration 1F: 3 clusters Score -1495062 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1495465.375000 Penalty: 3062.063721
	Iteration 2F: 3 clusters Score -1495465 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1495910.500000 Penalty: 3062.063721
	Iteration 3F: 3 clusters Score -1495910 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1496458.375000 Penalty: 3062.063721
	Iteration 4F: 3 clusters Score -1496458 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1497065.250000 Penalty: 3062.063721
	Iteration 5F: 3 clusters Score -1497065 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1497655.500000 Penalty: 3062.063721
	Iteration 6F: 3 clusters Score -1497656 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1498194.000000 Penalty: 3062.063721
	Iteration 7F: 3 clusters Score -1498194 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1498636.000000 Penalty: 3062.063721
	Iteration 8Q: 3 clusters Score -1498636 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1498905.875000 Penalty: 3062.063721
	Iteration 9Q: 3 clusters Score -1498906 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1499054.250000 Penalty: 3062.063721
	Iteration 10Q: 3 clusters Score -1499054 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1499148.500000 Penalty: 3062.063721
	Iteration 11Q: 3 clusters Score -1499148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1499199.500000 Penalty: 3062.063721
	Iteration 12Q: 3 clusters Score -1499200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1499242.250000 Penalty: 3062.063721
	Iteration 13Q: 3 clusters Score -1499242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1499269.875000 Penalty: 3062.063721
	Iteration 14Q: 3 clusters Score -1499270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1499299.250000 Penalty: 3062.063721
	Iteration 15Q: 3 clusters Score -1499299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1499313.500000 Penalty: 3062.063721
	Iteration 16Q: 3 clusters Score -1499314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1499327.625000 Penalty: 3062.063721
	Iteration 17Q: 3 clusters Score -1499328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1499337.000000 Penalty: 3062.063721
	Iteration 18Q: 3 clusters Score -1499337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1499342.625000 Penalty: 3062.063721
	Iteration 19Q: 3 clusters Score -1499343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1499349.500000 Penalty: 3062.063721
	Iteration 20F: 3 clusters Score -1499350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1499354.875000 Penalty: 3062.063721
	Iteration 21Q: 3 clusters Score -1499355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1499355.500000 Penalty: 3062.063721
	Iteration 22Q: 3 clusters Score -1499356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1499357.000000 Penalty: 3062.063721
	Iteration 23Q: 3 clusters Score -1499357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1499361.375000 Penalty: 3062.063721
	Iteration 24Q: 3 clusters Score -1499361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1499361.875000 Penalty: 3062.063721
	Iteration 25Q: 3 clusters Score -1499362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1499363.875000 Penalty: 3062.063721
	Iteration 26Q: 3 clusters Score -1499364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1499362.625000 Penalty: 3062.063721
	Iteration 27Q: 3 clusters Score -1499363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1499364.500000 Penalty: 3062.063721
	Iteration 28Q: 3 clusters Score -1499364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1499364.500000 Penalty: 3062.063721
	Iteration 29F: 3 clusters Score -1499364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Entering Unmasked Estep 
Score: -208781.000000 Penalty: 1219.910400
	Iteration 0F: 2 clusters Score -208781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -206825.828125 Penalty: 2439.820801
	Iteration 0F: 3 clusters Score -206825.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -207337.843750 Penalty: 2439.820801
	Iteration 1F: 3 clusters Score -207337.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -207529.156250 Penalty: 2439.820801
	Iteration 2F: 3 clusters Score -207529.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -207645.656250 Penalty: 2439.820801
	Iteration 3F: 3 clusters Score -207645.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -207721.750000 Penalty: 2439.820801
	Iteration 4Q: 3 clusters Score -207721.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -207785.531250 Penalty: 2439.820801
	Iteration 5Q: 3 clusters Score -207785.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -207861.281250 Penalty: 2439.820801
	Iteration 6Q: 3 clusters Score -207861.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -207915.156250 Penalty: 2439.820801
	Iteration 7Q: 3 clusters Score -207915.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -207956.531250 Penalty: 2439.820801
	Iteration 8Q: 3 clusters Score -207956.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -208005.468750 Penalty: 2439.820801
	Iteration 9Q: 3 clusters Score -208005.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -208049.468750 Penalty: 2439.820801
	Iteration 10Q: 3 clusters Score -208049.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -208098.968750 Penalty: 2439.820801
	Iteration 11Q: 3 clusters Score -208099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -208132.656250 Penalty: 2439.820801
	Iteration 12Q: 3 clusters Score -208132.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -208160.015625 Penalty: 2439.820801
	Iteration 13Q: 3 clusters Score -208160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -208184.312500 Penalty: 2439.820801
	Iteration 14Q: 3 clusters Score -208184.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -208204.343750 Penalty: 2439.820801
	Iteration 15Q: 3 clusters Score -208204.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -208218.890625 Penalty: 2439.820801
	Iteration 16Q: 3 clusters Score -208218.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -208239.125000 Penalty: 2439.820801
	Iteration 17Q: 3 clusters Score -208239.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -208251.750000 Penalty: 2439.820801
	Iteration 18Q: 3 clusters Score -208251.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -208262.265625 Penalty: 2439.820801
	Iteration 19Q: 3 clusters Score -208262.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -208267.578125 Penalty: 2439.820801
	Iteration 20F: 3 clusters Score -208267.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -208277.000000 Penalty: 2439.820801
	Iteration 21Q: 3 clusters Score -208277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -208286.062500 Penalty: 2439.820801
	Iteration 22Q: 3 clusters Score -208286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -208294.125000 Penalty: 2439.820801
	Iteration 23Q: 3 clusters Score -208294.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -208299.703125 Penalty: 2439.820801
	Iteration 24Q: 3 clusters Score -208299.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -208306.125000 Penalty: 2439.820801
	Iteration 25Q: 3 clusters Score -208306.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -208310.578125 Penalty: 2439.820801
	Iteration 26Q: 3 clusters Score -208310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -208314.640625 Penalty: 2439.820801
	Iteration 27Q: 3 clusters Score -208314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -208319.984375 Penalty: 2439.820801
	Iteration 28Q: 3 clusters Score -208320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -208323.734375 Penalty: 2439.820801
	Iteration 29Q: 3 clusters Score -208323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -208326.843750 Penalty: 2439.820801
	Iteration 30Q: 3 clusters Score -208326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -208328.500000 Penalty: 2439.820801
	Iteration 31Q: 3 clusters Score -208328.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -208332.468750 Penalty: 2439.820801
	Iteration 32Q: 3 clusters Score -208332.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -208337.062500 Penalty: 2439.820801
	Iteration 33Q: 3 clusters Score -208337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -208342.265625 Penalty: 2439.820801
	Iteration 34Q: 3 clusters Score -208342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -208343.546875 Penalty: 2439.820801
	Iteration 35Q: 3 clusters Score -208343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -208345.453125 Penalty: 2439.820801
	Iteration 36Q: 3 clusters Score -208345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -208347.187500 Penalty: 2439.820801
	Iteration 37Q: 3 clusters Score -208347.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -208350.109375 Penalty: 2439.820801
	Iteration 38Q: 3 clusters Score -208350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -208353.234375 Penalty: 2439.820801
	Iteration 39Q: 3 clusters Score -208353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -208354.640625 Penalty: 2439.820801
	Iteration 40F: 3 clusters Score -208354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -208354.906250 Penalty: 2439.820801
	Iteration 41Q: 3 clusters Score -208354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -208355.359375 Penalty: 2439.820801
	Iteration 42Q: 3 clusters Score -208355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -208355.984375 Penalty: 2439.820801
	Iteration 43Q: 3 clusters Score -208356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -208356.125000 Penalty: 2439.820801
	Iteration 44Q: 3 clusters Score -208356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -208356.468750 Penalty: 2439.820801
	Iteration 45Q: 3 clusters Score -208356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -208356.468750 Penalty: 2439.820801
	Iteration 46F: 3 clusters Score -208356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Entering Unmasked Estep 
Score: -6838984.000000 Penalty: 1769.975098
	Iteration 0F: 2 clusters Score -6838984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -6804135.500000 Penalty: 3539.950195
	Iteration 0F: 3 clusters Score -6804136 nChanged 25302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -6818588.000000 Penalty: 3539.950195
	Iteration 1F: 3 clusters Score -6818588 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -6819661.000000 Penalty: 3539.950195
	Iteration 2Q: 3 clusters Score -6819661 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -6821487.500000 Penalty: 3539.950195
	Iteration 3F: 3 clusters Score -6821488 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -6824437.500000 Penalty: 3539.950195
	Iteration 4F: 3 clusters Score -6824438 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -6828289.500000 Penalty: 3539.950195
	Iteration 5F: 3 clusters Score -6828290 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -6832208.000000 Penalty: 3539.950195
	Iteration 6F: 3 clusters Score -6832208 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -6835114.000000 Penalty: 3539.950195
	Iteration 7F: 3 clusters Score -6835114 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -6836610.000000 Penalty: 3539.950195
	Iteration 8Q: 3 clusters Score -6836610 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -6837243.000000 Penalty: 3539.950195
	Iteration 9Q: 3 clusters Score -6837243 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -6837508.000000 Penalty: 3539.950195
	Iteration 10Q: 3 clusters Score -6837508 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -6837622.500000 Penalty: 3539.950195
	Iteration 11Q: 3 clusters Score -6837622 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -6837723.000000 Penalty: 3539.950195
	Iteration 12Q: 3 clusters Score -6837723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -6837795.500000 Penalty: 3539.950195
	Iteration 13Q: 3 clusters Score -6837796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -6837873.500000 Penalty: 3539.950195
	Iteration 14Q: 3 clusters Score -6837874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -6837915.000000 Penalty: 3539.950195
	Iteration 15Q: 3 clusters Score -6837915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -6837942.500000 Penalty: 3539.950195
	Iteration 16Q: 3 clusters Score -6837942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -6837977.000000 Penalty: 3539.950195
	Iteration 17Q: 3 clusters Score -6837977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -6837993.500000 Penalty: 3539.950195
	Iteration 18Q: 3 clusters Score -6837994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -6838010.000000 Penalty: 3539.950195
	Iteration 19Q: 3 clusters Score -6838010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -6838022.500000 Penalty: 3539.950195
	Iteration 20F: 3 clusters Score -6838022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -6838027.500000 Penalty: 3539.950195
	Iteration 21Q: 3 clusters Score -6838028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -6838028.000000 Penalty: 3539.950195
	Iteration 22Q: 3 clusters Score -6838028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -6838033.500000 Penalty: 3539.950195
	Iteration 23Q: 3 clusters Score -6838034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -6838037.000000 Penalty: 3539.950195
	Iteration 24Q: 3 clusters Score -6838037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -6838040.000000 Penalty: 3539.950195
	Iteration 25Q: 3 clusters Score -6838040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -6838040.000000 Penalty: 3539.950195
	Iteration 26F: 3 clusters Score -6838040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -402754.000000 Penalty: 1320.511230
	Iteration 0F: 2 clusters Score -402754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -399800.468750 Penalty: 2641.022461
	Iteration 0F: 3 clusters Score -399800.5 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -400624.531250 Penalty: 2641.022461
	Iteration 1F: 3 clusters Score -400624.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -400867.656250 Penalty: 2641.022461
	Iteration 2F: 3 clusters Score -400867.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -401043.156250 Penalty: 2641.022461
	Iteration 3F: 3 clusters Score -401043.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -401175.500000 Penalty: 2641.022461
	Iteration 4Q: 3 clusters Score -401175.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -401297.687500 Penalty: 2641.022461
	Iteration 5Q: 3 clusters Score -401297.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -401395.937500 Penalty: 2641.022461
	Iteration 6Q: 3 clusters Score -401395.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -401484.531250 Penalty: 2641.022461
	Iteration 7Q: 3 clusters Score -401484.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -401551.937500 Penalty: 2641.022461
	Iteration 8Q: 3 clusters Score -401551.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -401607.187500 Penalty: 2641.022461
	Iteration 9Q: 3 clusters Score -401607.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -401651.218750 Penalty: 2641.022461
	Iteration 10Q: 3 clusters Score -401651.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -401687.906250 Penalty: 2641.022461
	Iteration 11Q: 3 clusters Score -401687.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -401716.468750 Penalty: 2641.022461
	Iteration 12Q: 3 clusters Score -401716.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -401746.687500 Penalty: 2641.022461
	Iteration 13Q: 3 clusters Score -401746.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -401770.156250 Penalty: 2641.022461
	Iteration 14Q: 3 clusters Score -401770.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -401787.843750 Penalty: 2641.022461
	Iteration 15Q: 3 clusters Score -401787.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -401798.250000 Penalty: 2641.022461
	Iteration 16Q: 3 clusters Score -401798.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -401805.968750 Penalty: 2641.022461
	Iteration 17Q: 3 clusters Score -401806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -401807.937500 Penalty: 2641.022461
	Iteration 18Q: 3 clusters Score -401807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -401809.062500 Penalty: 2641.022461
	Iteration 19Q: 3 clusters Score -401809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -401810.437500 Penalty: 2641.022461
	Iteration 20F: 3 clusters Score -401810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -401812.093750 Penalty: 2641.022461
	Iteration 21Q: 3 clusters Score -401812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -401812.562500 Penalty: 2641.022461
	Iteration 22Q: 3 clusters Score -401812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -401813.468750 Penalty: 2641.022461
	Iteration 23Q: 3 clusters Score -401813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -401813.875000 Penalty: 2641.022461
	Iteration 24Q: 3 clusters Score -401813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -401814.812500 Penalty: 2641.022461
	Iteration 25Q: 3 clusters Score -401814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -401815.125000 Penalty: 2641.022461
	Iteration 26Q: 3 clusters Score -401815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -401815.437500 Penalty: 2641.022461
	Iteration 27Q: 3 clusters Score -401815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -401815.718750 Penalty: 2641.022461
	Iteration 28Q: 3 clusters Score -401815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -401816.625000 Penalty: 2641.022461
	Iteration 29Q: 3 clusters Score -401816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -401816.906250 Penalty: 2641.022461
	Iteration 30Q: 3 clusters Score -401816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -401817.812500 Penalty: 2641.022461
	Iteration 31Q: 3 clusters Score -401817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -401817.812500 Penalty: 2641.022461
	Iteration 32F: 3 clusters Score -401817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -656745.437500 Penalty: 1396.580200
	Iteration 0F: 2 clusters Score -656745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -652521.562500 Penalty: 2793.160400
	Iteration 0F: 3 clusters Score -652521.6 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -653688.562500 Penalty: 2793.160400
	Iteration 1F: 3 clusters Score -653688.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -653839.750000 Penalty: 2793.160400
	Iteration 2F: 3 clusters Score -653839.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -653944.437500 Penalty: 2793.160400
	Iteration 3Q: 3 clusters Score -653944.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -654025.875000 Penalty: 2793.160400
	Iteration 4Q: 3 clusters Score -654025.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -654096.125000 Penalty: 2793.160400
	Iteration 5Q: 3 clusters Score -654096.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -654167.187500 Penalty: 2793.160400
	Iteration 6Q: 3 clusters Score -654167.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -654258.437500 Penalty: 2793.160400
	Iteration 7Q: 3 clusters Score -654258.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -654372.500000 Penalty: 2793.160400
	Iteration 8Q: 3 clusters Score -654372.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -654502.000000 Penalty: 2793.160400
	Iteration 9Q: 3 clusters Score -654502 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -654655.687500 Penalty: 2793.160400
	Iteration 10Q: 3 clusters Score -654655.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -654814.437500 Penalty: 2793.160400
	Iteration 11Q: 3 clusters Score -654814.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -654951.687500 Penalty: 2793.160400
	Iteration 12Q: 3 clusters Score -654951.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -655080.625000 Penalty: 2793.160400
	Iteration 13Q: 3 clusters Score -655080.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -655199.500000 Penalty: 2793.160400
	Iteration 14Q: 3 clusters Score -655199.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -655279.312500 Penalty: 2793.160400
	Iteration 15Q: 3 clusters Score -655279.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -655335.875000 Penalty: 2793.160400
	Iteration 16Q: 3 clusters Score -655335.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -655365.937500 Penalty: 2793.160400
	Iteration 17Q: 3 clusters Score -655365.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -655384.187500 Penalty: 2793.160400
	Iteration 18Q: 3 clusters Score -655384.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -655401.500000 Penalty: 2793.160400
	Iteration 19Q: 3 clusters Score -655401.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -655417.312500 Penalty: 2793.160400
	Iteration 20F: 3 clusters Score -655417.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -655427.750000 Penalty: 2793.160400
	Iteration 21Q: 3 clusters Score -655427.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -655437.687500 Penalty: 2793.160400
	Iteration 22Q: 3 clusters Score -655437.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -655450.250000 Penalty: 2793.160400
	Iteration 23Q: 3 clusters Score -655450.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -655460.187500 Penalty: 2793.160400
	Iteration 24Q: 3 clusters Score -655460.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -655471.500000 Penalty: 2793.160400
	Iteration 25Q: 3 clusters Score -655471.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -655483.312500 Penalty: 2793.160400
	Iteration 26Q: 3 clusters Score -655483.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -655494.750000 Penalty: 2793.160400
	Iteration 27Q: 3 clusters Score -655494.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -655508.062500 Penalty: 2793.160400
	Iteration 28Q: 3 clusters Score -655508.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -655515.937500 Penalty: 2793.160400
	Iteration 29Q: 3 clusters Score -655515.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -655523.750000 Penalty: 2793.160400
	Iteration 30Q: 3 clusters Score -655523.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -655532.437500 Penalty: 2793.160400
	Iteration 31Q: 3 clusters Score -655532.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -655545.375000 Penalty: 2793.160400
	Iteration 32Q: 3 clusters Score -655545.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -655558.062500 Penalty: 2793.160400
	Iteration 33Q: 3 clusters Score -655558.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -655570.312500 Penalty: 2793.160400
	Iteration 34Q: 3 clusters Score -655570.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -655582.875000 Penalty: 2793.160400
	Iteration 35Q: 3 clusters Score -655582.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -655594.625000 Penalty: 2793.160400
	Iteration 36Q: 3 clusters Score -655594.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -655608.625000 Penalty: 2793.160400
	Iteration 37Q: 3 clusters Score -655608.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -655622.500000 Penalty: 2793.160400
	Iteration 38Q: 3 clusters Score -655622.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -655642.437500 Penalty: 2793.160400
	Iteration 39Q: 3 clusters Score -655642.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -655660.062500 Penalty: 2793.160400
	Iteration 40F: 3 clusters Score -655660.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -655669.000000 Penalty: 2793.160400
	Iteration 41Q: 3 clusters Score -655669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -655675.625000 Penalty: 2793.160400
	Iteration 42Q: 3 clusters Score -655675.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -655681.687500 Penalty: 2793.160400
	Iteration 43Q: 3 clusters Score -655681.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -655690.687500 Penalty: 2793.160400
	Iteration 44Q: 3 clusters Score -655690.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -655702.875000 Penalty: 2793.160400
	Iteration 45Q: 3 clusters Score -655702.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -655718.375000 Penalty: 2793.160400
	Iteration 46Q: 3 clusters Score -655718.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -655734.500000 Penalty: 2793.160400
	Iteration 47Q: 3 clusters Score -655734.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -655747.687500 Penalty: 2793.160400
	Iteration 48Q: 3 clusters Score -655747.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -655757.875000 Penalty: 2793.160400
	Iteration 49Q: 3 clusters Score -655757.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -655766.750000 Penalty: 2793.160400
	Iteration 50Q: 3 clusters Score -655766.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -655778.687500 Penalty: 2793.160400
	Iteration 51Q: 3 clusters Score -655778.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -655791.500000 Penalty: 2793.160400
	Iteration 52Q: 3 clusters Score -655791.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -655800.375000 Penalty: 2793.160400
	Iteration 53Q: 3 clusters Score -655800.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -655812.312500 Penalty: 2793.160400
	Iteration 54Q: 3 clusters Score -655812.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -655818.125000 Penalty: 2793.160400
	Iteration 55Q: 3 clusters Score -655818.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -655824.500000 Penalty: 2793.160400
	Iteration 56Q: 3 clusters Score -655824.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -655833.312500 Penalty: 2793.160400
	Iteration 57Q: 3 clusters Score -655833.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -655841.562500 Penalty: 2793.160400
	Iteration 58Q: 3 clusters Score -655841.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -655852.000000 Penalty: 2793.160400
	Iteration 59Q: 3 clusters Score -655852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -655859.625000 Penalty: 2793.160400
	Iteration 60F: 3 clusters Score -655859.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -655869.437500 Penalty: 2793.160400
	Iteration 61Q: 3 clusters Score -655869.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -655880.937500 Penalty: 2793.160400
	Iteration 62Q: 3 clusters Score -655880.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -655893.062500 Penalty: 2793.160400
	Iteration 63Q: 3 clusters Score -655893.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -655903.875000 Penalty: 2793.160400
	Iteration 64Q: 3 clusters Score -655903.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -655915.937500 Penalty: 2793.160400
	Iteration 65Q: 3 clusters Score -655915.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -655926.312500 Penalty: 2793.160400
	Iteration 66Q: 3 clusters Score -655926.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -655934.875000 Penalty: 2793.160400
	Iteration 67Q: 3 clusters Score -655934.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -655944.812500 Penalty: 2793.160400
	Iteration 68Q: 3 clusters Score -655944.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -655949.812500 Penalty: 2793.160400
	Iteration 69Q: 3 clusters Score -655949.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -655956.812500 Penalty: 2793.160400
	Iteration 70Q: 3 clusters Score -655956.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -655960.187500 Penalty: 2793.160400
	Iteration 71Q: 3 clusters Score -655960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -655961.750000 Penalty: 2793.160400
	Iteration 72Q: 3 clusters Score -655961.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -655965.000000 Penalty: 2793.160400
	Iteration 73Q: 3 clusters Score -655965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -655969.562500 Penalty: 2793.160400
	Iteration 74Q: 3 clusters Score -655969.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -655970.812500 Penalty: 2793.160400
	Iteration 75Q: 3 clusters Score -655970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -655972.750000 Penalty: 2793.160400
	Iteration 76Q: 3 clusters Score -655972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -655973.812500 Penalty: 2793.160400
	Iteration 77Q: 3 clusters Score -655973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -655973.187500 Penalty: 2793.160400
	Iteration 78Q: 3 clusters Score -655973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -655974.437500 Penalty: 2793.160400
	Iteration 79Q: 3 clusters Score -655974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -655975.687500 Penalty: 2793.160400
	Iteration 80F: 3 clusters Score -655975.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -655977.187500 Penalty: 2793.160400
	Iteration 81Q: 3 clusters Score -655977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -655978.375000 Penalty: 2793.160400
	Iteration 82Q: 3 clusters Score -655978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -655979.500000 Penalty: 2793.160400
	Iteration 83Q: 3 clusters Score -655979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -655980.687500 Penalty: 2793.160400
	Iteration 84Q: 3 clusters Score -655980.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -655982.000000 Penalty: 2793.160400
	Iteration 85Q: 3 clusters Score -655982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -655982.312500 Penalty: 2793.160400
	Iteration 86Q: 3 clusters Score -655982.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -655982.875000 Penalty: 2793.160400
	Iteration 87Q: 3 clusters Score -655982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -655982.687500 Penalty: 2793.160400
	Iteration 88Q: 3 clusters Score -655982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -655984.625000 Penalty: 2793.160400
	Iteration 89Q: 3 clusters Score -655984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -655984.625000 Penalty: 2793.160400
	Iteration 90F: 3 clusters Score -655984.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Entering Unmasked Estep 
Score: -11074924.000000 Penalty: 1850.737183
	Iteration 0F: 2 clusters Score -1.107492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -11019159.000000 Penalty: 3701.474365
	Iteration 0F: 3 clusters Score -1.101916e+07 nChanged 42224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -11043694.000000 Penalty: 3701.474365
	Iteration 1F: 3 clusters Score -1.104369e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -11044341.000000 Penalty: 3701.474365
	Iteration 2Q: 3 clusters Score -1.104434e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -11045056.000000 Penalty: 3701.474365
	Iteration 3Q: 3 clusters Score -1.104506e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -11046078.000000 Penalty: 3701.474365
	Iteration 4Q: 3 clusters Score -1.104608e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -11047886.000000 Penalty: 3701.474365
	Iteration 5Q: 3 clusters Score -1.104789e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -11050773.000000 Penalty: 3701.474365
	Iteration 6F: 3 clusters Score -1.105077e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -11054842.000000 Penalty: 3701.474365
	Iteration 7F: 3 clusters Score -1.105484e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -11059720.000000 Penalty: 3701.474365
	Iteration 8F: 3 clusters Score -1.105972e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -11063985.000000 Penalty: 3701.474365
	Iteration 9F: 3 clusters Score -1.106398e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -11066761.000000 Penalty: 3701.474365
	Iteration 10Q: 3 clusters Score -1.106676e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -11068293.000000 Penalty: 3701.474365
	Iteration 11Q: 3 clusters Score -1.106829e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -11069348.000000 Penalty: 3701.474365
	Iteration 12Q: 3 clusters Score -1.106935e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -11070153.000000 Penalty: 3701.474365
	Iteration 13Q: 3 clusters Score -1.107015e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -11070811.000000 Penalty: 3701.474365
	Iteration 14Q: 3 clusters Score -1.107081e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -11071450.000000 Penalty: 3701.474365
	Iteration 15Q: 3 clusters Score -1.107145e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -11071879.000000 Penalty: 3701.474365
	Iteration 16Q: 3 clusters Score -1.107188e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -11072010.000000 Penalty: 3701.474365
	Iteration 17Q: 3 clusters Score -1.107201e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -11072203.000000 Penalty: 3701.474365
	Iteration 18Q: 3 clusters Score -1.10722e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -11072369.000000 Penalty: 3701.474365
	Iteration 19Q: 3 clusters Score -1.107237e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -11072515.000000 Penalty: 3701.474365
	Iteration 20F: 3 clusters Score -1.107252e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -11072664.000000 Penalty: 3701.474365
	Iteration 21Q: 3 clusters Score -1.107266e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -11072797.000000 Penalty: 3701.474365
	Iteration 22Q: 3 clusters Score -1.10728e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -11072921.000000 Penalty: 3701.474365
	Iteration 23Q: 3 clusters Score -1.107292e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -11073025.000000 Penalty: 3701.474365
	Iteration 24Q: 3 clusters Score -1.107302e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11073136.000000 Penalty: 3701.474365
	Iteration 25Q: 3 clusters Score -1.107314e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11073152.000000 Penalty: 3701.474365
	Iteration 26Q: 3 clusters Score -1.107315e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -11073219.000000 Penalty: 3701.474365
	Iteration 27Q: 3 clusters Score -1.107322e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11073257.000000 Penalty: 3701.474365
	Iteration 28Q: 3 clusters Score -1.107326e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87022 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -11073329.000000 Penalty: 3701.474365
	Iteration 29Q: 3 clusters Score -1.107333e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11073362.000000 Penalty: 3701.474365
	Iteration 30Q: 3 clusters Score -1.107336e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -11073377.000000 Penalty: 3701.474365
	Iteration 31Q: 3 clusters Score -1.107338e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11073370.000000 Penalty: 3701.474365
	Iteration 32Q: 3 clusters Score -1.107337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -11073383.000000 Penalty: 3701.474365
	Iteration 33Q: 3 clusters Score -1.107338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11073408.000000 Penalty: 3701.474365
	Iteration 34Q: 3 clusters Score -1.107341e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11073403.000000 Penalty: 3701.474365
	Iteration 35Q: 3 clusters Score -1.10734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11073420.000000 Penalty: 3701.474365
	Iteration 36Q: 3 clusters Score -1.107342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11073420.000000 Penalty: 3701.474365
	Iteration 37Q: 3 clusters Score -1.107342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11073458.000000 Penalty: 3701.474365
	Iteration 38Q: 3 clusters Score -1.107346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11073452.000000 Penalty: 3701.474365
	Iteration 39Q: 3 clusters Score -1.107345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11073455.000000 Penalty: 3701.474365
	Iteration 40F: 3 clusters Score -1.107346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11073469.000000 Penalty: 3701.474365
	Iteration 41Q: 3 clusters Score -1.107347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11073446.000000 Penalty: 3701.474365
	Iteration 42Q: 3 clusters Score -1.107345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11073463.000000 Penalty: 3701.474365
	Iteration 43Q: 3 clusters Score -1.107346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11073478.000000 Penalty: 3701.474365
	Iteration 44Q: 3 clusters Score -1.107348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11073475.000000 Penalty: 3701.474365
	Iteration 45Q: 3 clusters Score -1.107348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -11073478.000000 Penalty: 3701.474365
	Iteration 46Q: 3 clusters Score -1.107348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11073471.000000 Penalty: 3701.474365
	Iteration 47Q: 3 clusters Score -1.107347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11073477.000000 Penalty: 3701.474365
	Iteration 48Q: 3 clusters Score -1.107348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11073467.000000 Penalty: 3701.474365
	Iteration 49Q: 3 clusters Score -1.107347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11073480.000000 Penalty: 3701.474365
	Iteration 50Q: 3 clusters Score -1.107348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11073481.000000 Penalty: 3701.474365
	Iteration 51Q: 3 clusters Score -1.107348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11073478.000000 Penalty: 3701.474365
	Iteration 52Q: 3 clusters Score -1.107348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11073483.000000 Penalty: 3701.474365
	Iteration 53Q: 3 clusters Score -1.107348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11073479.000000 Penalty: 3701.474365
	Iteration 54Q: 3 clusters Score -1.107348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11073485.000000 Penalty: 3701.474365
	Iteration 55Q: 3 clusters Score -1.107348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87387 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11073479.000000 Penalty: 3701.474365
	Iteration 56Q: 3 clusters Score -1.107348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11073480.000000 Penalty: 3701.474365
	Iteration 57Q: 3 clusters Score -1.107348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11073484.000000 Penalty: 3701.474365
	Iteration 58Q: 3 clusters Score -1.107348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11073480.000000 Penalty: 3701.474365
	Iteration 59Q: 3 clusters Score -1.107348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11073479.000000 Penalty: 3701.474365
	Iteration 60F: 3 clusters Score -1.107348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11073479.000000 Penalty: 3701.474365
	Iteration 61Q: 3 clusters Score -1.107348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11073479.000000 Penalty: 3701.474365
	Iteration 62F: 3 clusters Score -1.107348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (81174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Entering Unmasked Estep 
Score: -10169421.000000 Penalty: 1836.956909
	Iteration 0F: 2 clusters Score -1.016942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -10115738.000000 Penalty: 3673.913818
	Iteration 0F: 3 clusters Score -1.011574e+07 nChanged 38422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -10138060.000000 Penalty: 3673.913818
	Iteration 1F: 3 clusters Score -1.013806e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -10138739.000000 Penalty: 3673.913818
	Iteration 2Q: 3 clusters Score -1.013874e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -10139686.000000 Penalty: 3673.913818
	Iteration 3Q: 3 clusters Score -1.013969e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -10140987.000000 Penalty: 3673.913818
	Iteration 4Q: 3 clusters Score -1.014099e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -10142800.000000 Penalty: 3673.913818
	Iteration 5Q: 3 clusters Score -1.01428e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -10145400.000000 Penalty: 3673.913818
	Iteration 6Q: 3 clusters Score -1.01454e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -10148772.000000 Penalty: 3673.913818
	Iteration 7F: 3 clusters Score -1.014877e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -10152790.000000 Penalty: 3673.913818
	Iteration 8F: 3 clusters Score -1.015279e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -10156623.000000 Penalty: 3673.913818
	Iteration 9F: 3 clusters Score -1.015662e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -10159149.000000 Penalty: 3673.913818
	Iteration 10F: 3 clusters Score -1.015915e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -10160319.000000 Penalty: 3673.913818
	Iteration 11Q: 3 clusters Score -1.016032e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -10160805.000000 Penalty: 3673.913818
	Iteration 12Q: 3 clusters Score -1.01608e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -10160964.000000 Penalty: 3673.913818
	Iteration 13Q: 3 clusters Score -1.016096e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -10161147.000000 Penalty: 3673.913818
	Iteration 14Q: 3 clusters Score -1.016115e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -10161251.000000 Penalty: 3673.913818
	Iteration 15Q: 3 clusters Score -1.016125e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -10161361.000000 Penalty: 3673.913818
	Iteration 16Q: 3 clusters Score -1.016136e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -10161496.000000 Penalty: 3673.913818
	Iteration 17Q: 3 clusters Score -1.01615e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -10161608.000000 Penalty: 3673.913818
	Iteration 18Q: 3 clusters Score -1.016161e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -10161695.000000 Penalty: 3673.913818
	Iteration 19Q: 3 clusters Score -1.01617e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -10161787.000000 Penalty: 3673.913818
	Iteration 20F: 3 clusters Score -1.016179e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -10161915.000000 Penalty: 3673.913818
	Iteration 21Q: 3 clusters Score -1.016192e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -10161979.000000 Penalty: 3673.913818
	Iteration 22Q: 3 clusters Score -1.016198e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -10162021.000000 Penalty: 3673.913818
	Iteration 23Q: 3 clusters Score -1.016202e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -10162075.000000 Penalty: 3673.913818
	Iteration 24Q: 3 clusters Score -1.016208e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -10162115.000000 Penalty: 3673.913818
	Iteration 25Q: 3 clusters Score -1.016212e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -10162146.000000 Penalty: 3673.913818
	Iteration 26Q: 3 clusters Score -1.016215e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -10162185.000000 Penalty: 3673.913818
	Iteration 27Q: 3 clusters Score -1.016218e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -10162243.000000 Penalty: 3673.913818
	Iteration 28Q: 3 clusters Score -1.016224e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -10162236.000000 Penalty: 3673.913818
	Iteration 29Q: 3 clusters Score -1.016224e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -10162263.000000 Penalty: 3673.913818
	Iteration 30Q: 3 clusters Score -1.016226e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -10162257.000000 Penalty: 3673.913818
	Iteration 31Q: 3 clusters Score -1.016226e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -10162279.000000 Penalty: 3673.913818
	Iteration 32Q: 3 clusters Score -1.016228e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -10162305.000000 Penalty: 3673.913818
	Iteration 33Q: 3 clusters Score -1.01623e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -10162317.000000 Penalty: 3673.913818
	Iteration 34Q: 3 clusters Score -1.016232e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -10162310.000000 Penalty: 3673.913818
	Iteration 35Q: 3 clusters Score -1.016231e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -10162333.000000 Penalty: 3673.913818
	Iteration 36Q: 3 clusters Score -1.016233e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -10162372.000000 Penalty: 3673.913818
	Iteration 37Q: 3 clusters Score -1.016237e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -10162393.000000 Penalty: 3673.913818
	Iteration 38Q: 3 clusters Score -1.016239e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -10162403.000000 Penalty: 3673.913818
	Iteration 39Q: 3 clusters Score -1.01624e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -10162398.000000 Penalty: 3673.913818
	Iteration 40F: 3 clusters Score -1.01624e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -10162412.000000 Penalty: 3673.913818
	Iteration 41Q: 3 clusters Score -1.016241e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -10162422.000000 Penalty: 3673.913818
	Iteration 42Q: 3 clusters Score -1.016242e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -10162428.000000 Penalty: 3673.913818
	Iteration 43Q: 3 clusters Score -1.016243e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -10162422.000000 Penalty: 3673.913818
	Iteration 44Q: 3 clusters Score -1.016242e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -10162436.000000 Penalty: 3673.913818
	Iteration 45Q: 3 clusters Score -1.016244e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -10162478.000000 Penalty: 3673.913818
	Iteration 46Q: 3 clusters Score -1.016248e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -10162470.000000 Penalty: 3673.913818
	Iteration 47Q: 3 clusters Score -1.016247e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -10162491.000000 Penalty: 3673.913818
	Iteration 48Q: 3 clusters Score -1.016249e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -10162477.000000 Penalty: 3673.913818
	Iteration 49Q: 3 clusters Score -1.016248e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -10162511.000000 Penalty: 3673.913818
	Iteration 50Q: 3 clusters Score -1.016251e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -10162515.000000 Penalty: 3673.913818
	Iteration 51Q: 3 clusters Score -1.016252e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -10162496.000000 Penalty: 3673.913818
	Iteration 52Q: 3 clusters Score -1.01625e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -10162539.000000 Penalty: 3673.913818
	Iteration 53Q: 3 clusters Score -1.016254e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -10162561.000000 Penalty: 3673.913818
	Iteration 54Q: 3 clusters Score -1.016256e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -10162575.000000 Penalty: 3673.913818
	Iteration 55Q: 3 clusters Score -1.016258e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -10162571.000000 Penalty: 3673.913818
	Iteration 56Q: 3 clusters Score -1.016257e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -10162597.000000 Penalty: 3673.913818
	Iteration 57Q: 3 clusters Score -1.01626e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -10162606.000000 Penalty: 3673.913818
	Iteration 58Q: 3 clusters Score -1.016261e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -10162616.000000 Penalty: 3673.913818
	Iteration 59Q: 3 clusters Score -1.016262e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -10162632.000000 Penalty: 3673.913818
	Iteration 60F: 3 clusters Score -1.016263e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -10162652.000000 Penalty: 3673.913818
	Iteration 61Q: 3 clusters Score -1.016265e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -10162658.000000 Penalty: 3673.913818
	Iteration 62Q: 3 clusters Score -1.016266e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -10162660.000000 Penalty: 3673.913818
	Iteration 63Q: 3 clusters Score -1.016266e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -10162683.000000 Penalty: 3673.913818
	Iteration 64Q: 3 clusters Score -1.016268e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -10162684.000000 Penalty: 3673.913818
	Iteration 65Q: 3 clusters Score -1.016268e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -10162710.000000 Penalty: 3673.913818
	Iteration 66Q: 3 clusters Score -1.016271e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -10162736.000000 Penalty: 3673.913818
	Iteration 67Q: 3 clusters Score -1.016274e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -10162764.000000 Penalty: 3673.913818
	Iteration 68Q: 3 clusters Score -1.016276e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -10162756.000000 Penalty: 3673.913818
	Iteration 69Q: 3 clusters Score -1.016276e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -10162789.000000 Penalty: 3673.913818
	Iteration 70Q: 3 clusters Score -1.016279e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -10162822.000000 Penalty: 3673.913818
	Iteration 71Q: 3 clusters Score -1.016282e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -10162856.000000 Penalty: 3673.913818
	Iteration 72Q: 3 clusters Score -1.016286e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -10162876.000000 Penalty: 3673.913818
	Iteration 73Q: 3 clusters Score -1.016288e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -10162924.000000 Penalty: 3673.913818
	Iteration 74Q: 3 clusters Score -1.016292e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -10163010.000000 Penalty: 3673.913818
	Iteration 75Q: 3 clusters Score -1.016301e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -10163051.000000 Penalty: 3673.913818
	Iteration 76Q: 3 clusters Score -1.016305e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -10163086.000000 Penalty: 3673.913818
	Iteration 77Q: 3 clusters Score -1.016309e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -10163134.000000 Penalty: 3673.913818
	Iteration 78Q: 3 clusters Score -1.016313e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -10163150.000000 Penalty: 3673.913818
	Iteration 79Q: 3 clusters Score -1.016315e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -10163203.000000 Penalty: 3673.913818
	Iteration 80F: 3 clusters Score -1.01632e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -10163233.000000 Penalty: 3673.913818
	Iteration 81Q: 3 clusters Score -1.016323e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -10163329.000000 Penalty: 3673.913818
	Iteration 82Q: 3 clusters Score -1.016333e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -10163363.000000 Penalty: 3673.913818
	Iteration 83Q: 3 clusters Score -1.016336e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -10163383.000000 Penalty: 3673.913818
	Iteration 84Q: 3 clusters Score -1.016338e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -10163435.000000 Penalty: 3673.913818
	Iteration 85Q: 3 clusters Score -1.016344e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -10163445.000000 Penalty: 3673.913818
	Iteration 86Q: 3 clusters Score -1.016344e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -10163495.000000 Penalty: 3673.913818
	Iteration 87Q: 3 clusters Score -1.01635e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -10163560.000000 Penalty: 3673.913818
	Iteration 88Q: 3 clusters Score -1.016356e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -10163621.000000 Penalty: 3673.913818
	Iteration 89Q: 3 clusters Score -1.016362e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -10163648.000000 Penalty: 3673.913818
	Iteration 90Q: 3 clusters Score -1.016365e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -10163699.000000 Penalty: 3673.913818
	Iteration 91Q: 3 clusters Score -1.01637e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -10163778.000000 Penalty: 3673.913818
	Iteration 92Q: 3 clusters Score -1.016378e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -10163783.000000 Penalty: 3673.913818
	Iteration 93Q: 3 clusters Score -1.016378e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -10163855.000000 Penalty: 3673.913818
	Iteration 94Q: 3 clusters Score -1.016386e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -10163895.000000 Penalty: 3673.913818
	Iteration 95Q: 3 clusters Score -1.01639e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -10163962.000000 Penalty: 3673.913818
	Iteration 96Q: 3 clusters Score -1.016396e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -10163992.000000 Penalty: 3673.913818
	Iteration 97Q: 3 clusters Score -1.016399e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -10164029.000000 Penalty: 3673.913818
	Iteration 98Q: 3 clusters Score -1.016403e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -10164038.000000 Penalty: 3673.913818
	Iteration 99Q: 3 clusters Score -1.016404e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -10164052.000000 Penalty: 3673.913818
	Iteration 100F: 3 clusters Score -1.016405e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -10164141.000000 Penalty: 3673.913818
	Iteration 101Q: 3 clusters Score -1.016414e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -10164134.000000 Penalty: 3673.913818
	Iteration 102Q: 3 clusters Score -1.016413e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -10164169.000000 Penalty: 3673.913818
	Iteration 103Q: 3 clusters Score -1.016417e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -10164208.000000 Penalty: 3673.913818
	Iteration 104Q: 3 clusters Score -1.016421e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -10164283.000000 Penalty: 3673.913818
	Iteration 105Q: 3 clusters Score -1.016428e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -10164305.000000 Penalty: 3673.913818
	Iteration 106Q: 3 clusters Score -1.01643e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -10164297.000000 Penalty: 3673.913818
	Iteration 107Q: 3 clusters Score -1.01643e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -10164293.000000 Penalty: 3673.913818
	Iteration 108Q: 3 clusters Score -1.016429e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -10164359.000000 Penalty: 3673.913818
	Iteration 109Q: 3 clusters Score -1.016436e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -10164371.000000 Penalty: 3673.913818
	Iteration 110Q: 3 clusters Score -1.016437e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -10164443.000000 Penalty: 3673.913818
	Iteration 111Q: 3 clusters Score -1.016444e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -10164501.000000 Penalty: 3673.913818
	Iteration 112Q: 3 clusters Score -1.01645e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -10164548.000000 Penalty: 3673.913818
	Iteration 113Q: 3 clusters Score -1.016455e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -10164568.000000 Penalty: 3673.913818
	Iteration 114Q: 3 clusters Score -1.016457e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -10164641.000000 Penalty: 3673.913818
	Iteration 115Q: 3 clusters Score -1.016464e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -10164679.000000 Penalty: 3673.913818
	Iteration 116Q: 3 clusters Score -1.016468e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -10164695.000000 Penalty: 3673.913818
	Iteration 117Q: 3 clusters Score -1.01647e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -10164704.000000 Penalty: 3673.913818
	Iteration 118Q: 3 clusters Score -1.01647e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -10164719.000000 Penalty: 3673.913818
	Iteration 119Q: 3 clusters Score -1.016472e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -10164769.000000 Penalty: 3673.913818
	Iteration 120F: 3 clusters Score -1.016477e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -10164845.000000 Penalty: 3673.913818
	Iteration 121Q: 3 clusters Score -1.016484e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -10164900.000000 Penalty: 3673.913818
	Iteration 122Q: 3 clusters Score -1.01649e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -10164973.000000 Penalty: 3673.913818
	Iteration 123Q: 3 clusters Score -1.016497e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -10165018.000000 Penalty: 3673.913818
	Iteration 124Q: 3 clusters Score -1.016502e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -10165060.000000 Penalty: 3673.913818
	Iteration 125Q: 3 clusters Score -1.016506e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -10165130.000000 Penalty: 3673.913818
	Iteration 126Q: 3 clusters Score -1.016513e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -10165149.000000 Penalty: 3673.913818
	Iteration 127Q: 3 clusters Score -1.016515e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -10165222.000000 Penalty: 3673.913818
	Iteration 128Q: 3 clusters Score -1.016522e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -10165285.000000 Penalty: 3673.913818
	Iteration 129Q: 3 clusters Score -1.016528e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -10165335.000000 Penalty: 3673.913818
	Iteration 130Q: 3 clusters Score -1.016534e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -10165353.000000 Penalty: 3673.913818
	Iteration 131Q: 3 clusters Score -1.016535e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -10165397.000000 Penalty: 3673.913818
	Iteration 132Q: 3 clusters Score -1.01654e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -10165529.000000 Penalty: 3673.913818
	Iteration 133Q: 3 clusters Score -1.016553e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -10165632.000000 Penalty: 3673.913818
	Iteration 134Q: 3 clusters Score -1.016563e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -10165711.000000 Penalty: 3673.913818
	Iteration 135Q: 3 clusters Score -1.016571e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -10165778.000000 Penalty: 3673.913818
	Iteration 136Q: 3 clusters Score -1.016578e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -10165873.000000 Penalty: 3673.913818
	Iteration 137Q: 3 clusters Score -1.016587e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -10165952.000000 Penalty: 3673.913818
	Iteration 138Q: 3 clusters Score -1.016595e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -10166040.000000 Penalty: 3673.913818
	Iteration 139Q: 3 clusters Score -1.016604e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -10166098.000000 Penalty: 3673.913818
	Iteration 140F: 3 clusters Score -1.01661e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -10166159.000000 Penalty: 3673.913818
	Iteration 141Q: 3 clusters Score -1.016616e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -10166254.000000 Penalty: 3673.913818
	Iteration 142Q: 3 clusters Score -1.016625e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -10166281.000000 Penalty: 3673.913818
	Iteration 143Q: 3 clusters Score -1.016628e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -10166390.000000 Penalty: 3673.913818
	Iteration 144Q: 3 clusters Score -1.016639e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -10166436.000000 Penalty: 3673.913818
	Iteration 145Q: 3 clusters Score -1.016644e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -10166609.000000 Penalty: 3673.913818
	Iteration 146Q: 3 clusters Score -1.016661e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -10166643.000000 Penalty: 3673.913818
	Iteration 147Q: 3 clusters Score -1.016664e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -10166777.000000 Penalty: 3673.913818
	Iteration 148Q: 3 clusters Score -1.016678e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -10166899.000000 Penalty: 3673.913818
	Iteration 149Q: 3 clusters Score -1.01669e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -10167001.000000 Penalty: 3673.913818
	Iteration 150Q: 3 clusters Score -1.0167e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -10167137.000000 Penalty: 3673.913818
	Iteration 151Q: 3 clusters Score -1.016714e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -10167249.000000 Penalty: 3673.913818
	Iteration 152Q: 3 clusters Score -1.016725e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -10167383.000000 Penalty: 3673.913818
	Iteration 153Q: 3 clusters Score -1.016738e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -10167457.000000 Penalty: 3673.913818
	Iteration 154Q: 3 clusters Score -1.016746e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -10167527.000000 Penalty: 3673.913818
	Iteration 155Q: 3 clusters Score -1.016753e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -10167570.000000 Penalty: 3673.913818
	Iteration 156Q: 3 clusters Score -1.016757e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
Score: -10167596.000000 Penalty: 3673.913818
	Iteration 157Q: 3 clusters Score -1.01676e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
Score: -10167639.000000 Penalty: 3673.913818
	Iteration 158Q: 3 clusters Score -1.016764e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -10167681.000000 Penalty: 3673.913818
	Iteration 159Q: 3 clusters Score -1.016768e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -10167743.000000 Penalty: 3673.913818
	Iteration 160F: 3 clusters Score -1.016774e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -10167844.000000 Penalty: 3673.913818
	Iteration 161Q: 3 clusters Score -1.016784e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -10167910.000000 Penalty: 3673.913818
	Iteration 162Q: 3 clusters Score -1.016791e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -10168011.000000 Penalty: 3673.913818
	Iteration 163Q: 3 clusters Score -1.016801e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -10168037.000000 Penalty: 3673.913818
	Iteration 164Q: 3 clusters Score -1.016804e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -10168116.000000 Penalty: 3673.913818
	Iteration 165Q: 3 clusters Score -1.016812e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -10168173.000000 Penalty: 3673.913818
	Iteration 166Q: 3 clusters Score -1.016817e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -10168216.000000 Penalty: 3673.913818
	Iteration 167Q: 3 clusters Score -1.016822e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -10168280.000000 Penalty: 3673.913818
	Iteration 168Q: 3 clusters Score -1.016828e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 75808 members 
Entering Unmasked Estep 
Score: -10168371.000000 Penalty: 3673.913818
	Iteration 169Q: 3 clusters Score -1.016837e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -10168412.000000 Penalty: 3673.913818
	Iteration 170Q: 3 clusters Score -1.016841e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -10168465.000000 Penalty: 3673.913818
	Iteration 171Q: 3 clusters Score -1.016846e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -10168519.000000 Penalty: 3673.913818
	Iteration 172Q: 3 clusters Score -1.016852e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -10168549.000000 Penalty: 3673.913818
	Iteration 173Q: 3 clusters Score -1.016855e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 76794 members 
Entering Unmasked Estep 
Score: -10168558.000000 Penalty: 3673.913818
	Iteration 174Q: 3 clusters Score -1.016856e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -10168575.000000 Penalty: 3673.913818
	Iteration 175Q: 3 clusters Score -1.016858e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -10168598.000000 Penalty: 3673.913818
	Iteration 176Q: 3 clusters Score -1.01686e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 77211 members 
Entering Unmasked Estep 
Score: -10168620.000000 Penalty: 3673.913818
	Iteration 177Q: 3 clusters Score -1.016862e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -10168636.000000 Penalty: 3673.913818
	Iteration 178Q: 3 clusters Score -1.016864e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -10168627.000000 Penalty: 3673.913818
	Iteration 179Q: 3 clusters Score -1.016863e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -10168642.000000 Penalty: 3673.913818
	Iteration 180F: 3 clusters Score -1.016864e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -10168637.000000 Penalty: 3673.913818
	Iteration 181Q: 3 clusters Score -1.016864e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -10168636.000000 Penalty: 3673.913818
	Iteration 182Q: 3 clusters Score -1.016864e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -10168638.000000 Penalty: 3673.913818
	Iteration 183Q: 3 clusters Score -1.016864e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 77873 members 
Entering Unmasked Estep 
Score: -10168644.000000 Penalty: 3673.913818
	Iteration 184Q: 3 clusters Score -1.016864e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -10168646.000000 Penalty: 3673.913818
	Iteration 185Q: 3 clusters Score -1.016865e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -10168653.000000 Penalty: 3673.913818
	Iteration 186Q: 3 clusters Score -1.016865e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -10168648.000000 Penalty: 3673.913818
	Iteration 187Q: 3 clusters Score -1.016865e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -10168666.000000 Penalty: 3673.913818
	Iteration 188Q: 3 clusters Score -1.016867e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -10168666.000000 Penalty: 3673.913818
	Iteration 189Q: 3 clusters Score -1.016867e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -10168661.000000 Penalty: 3673.913818
	Iteration 190Q: 3 clusters Score -1.016866e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -10168651.000000 Penalty: 3673.913818
	Iteration 191Q: 3 clusters Score -1.016865e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -10168653.000000 Penalty: 3673.913818
	Iteration 192Q: 3 clusters Score -1.016865e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -10168647.000000 Penalty: 3673.913818
	Iteration 193Q: 3 clusters Score -1.016865e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -10168655.000000 Penalty: 3673.913818
	Iteration 194Q: 3 clusters Score -1.016866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -10168647.000000 Penalty: 3673.913818
	Iteration 195Q: 3 clusters Score -1.016865e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -10168660.000000 Penalty: 3673.913818
	Iteration 196Q: 3 clusters Score -1.016866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -10168648.000000 Penalty: 3673.913818
	Iteration 197Q: 3 clusters Score -1.016865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -10168646.000000 Penalty: 3673.913818
	Iteration 198Q: 3 clusters Score -1.016865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -10168641.000000 Penalty: 3673.913818
	Iteration 199Q: 3 clusters Score -1.016864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -10168648.000000 Penalty: 3673.913818
	Iteration 200F: 3 clusters Score -1.016865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -10168647.000000 Penalty: 3673.913818
	Iteration 201Q: 3 clusters Score -1.016865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -10168640.000000 Penalty: 3673.913818
	Iteration 202Q: 3 clusters Score -1.016864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -10168639.000000 Penalty: 3673.913818
	Iteration 203Q: 3 clusters Score -1.016864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -10168631.000000 Penalty: 3673.913818
	Iteration 204Q: 3 clusters Score -1.016863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
Score: -10168621.000000 Penalty: 3673.913818
	Iteration 205Q: 3 clusters Score -1.016862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -10168628.000000 Penalty: 3673.913818
	Iteration 206Q: 3 clusters Score -1.016863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -10168645.000000 Penalty: 3673.913818
	Iteration 207Q: 3 clusters Score -1.016864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -10168639.000000 Penalty: 3673.913818
	Iteration 208Q: 3 clusters Score -1.016864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -10168630.000000 Penalty: 3673.913818
	Iteration 209Q: 3 clusters Score -1.016863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -10168643.000000 Penalty: 3673.913818
	Iteration 210Q: 3 clusters Score -1.016864e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 78842 members 
Entering Unmasked Estep 
Score: -10168622.000000 Penalty: 3673.913818
	Iteration 211Q: 3 clusters Score -1.016862e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -10168602.000000 Penalty: 3673.913818
	Iteration 212Q: 3 clusters Score -1.01686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 78890 members 
Entering Unmasked Estep 
Score: -10168605.000000 Penalty: 3673.913818
	Iteration 213Q: 3 clusters Score -1.01686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -10168607.000000 Penalty: 3673.913818
	Iteration 214Q: 3 clusters Score -1.016861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -10168608.000000 Penalty: 3673.913818
	Iteration 215Q: 3 clusters Score -1.016861e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -10168603.000000 Penalty: 3673.913818
	Iteration 216Q: 3 clusters Score -1.01686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -10168600.000000 Penalty: 3673.913818
	Iteration 217Q: 3 clusters Score -1.01686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 78978 members 
Entering Unmasked Estep 
Score: -10168586.000000 Penalty: 3673.913818
	Iteration 218Q: 3 clusters Score -1.016859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -10168592.000000 Penalty: 3673.913818
	Iteration 219Q: 3 clusters Score -1.016859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -10168600.000000 Penalty: 3673.913818
	Iteration 220F: 3 clusters Score -1.01686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -10168597.000000 Penalty: 3673.913818
	Iteration 221Q: 3 clusters Score -1.01686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -10168594.000000 Penalty: 3673.913818
	Iteration 222Q: 3 clusters Score -1.016859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -10168598.000000 Penalty: 3673.913818
	Iteration 223Q: 3 clusters Score -1.01686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -10168598.000000 Penalty: 3673.913818
	Iteration 224Q: 3 clusters Score -1.01686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -10168597.000000 Penalty: 3673.913818
	Iteration 225Q: 3 clusters Score -1.01686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -10168597.000000 Penalty: 3673.913818
	Iteration 226Q: 3 clusters Score -1.01686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -10168604.000000 Penalty: 3673.913818
	Iteration 227Q: 3 clusters Score -1.01686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -10168608.000000 Penalty: 3673.913818
	Iteration 228Q: 3 clusters Score -1.016861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -10168599.000000 Penalty: 3673.913818
	Iteration 229Q: 3 clusters Score -1.01686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -10168607.000000 Penalty: 3673.913818
	Iteration 230Q: 3 clusters Score -1.016861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -10168602.000000 Penalty: 3673.913818
	Iteration 231Q: 3 clusters Score -1.01686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -10168592.000000 Penalty: 3673.913818
	Iteration 232Q: 3 clusters Score -1.016859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -10168592.000000 Penalty: 3673.913818
	Iteration 233F: 3 clusters Score -1.016859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -235161.031250 Penalty: 1241.285522
	Iteration 0F: 2 clusters Score -235161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -233058.062500 Penalty: 2482.571045
	Iteration 0F: 3 clusters Score -233058.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233617.687500 Penalty: 2482.571045
	Iteration 1F: 3 clusters Score -233617.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -233780.937500 Penalty: 2482.571045
	Iteration 2F: 3 clusters Score -233780.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -233906.625000 Penalty: 2482.571045
	Iteration 3F: 3 clusters Score -233906.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -233999.531250 Penalty: 2482.571045
	Iteration 4Q: 3 clusters Score -233999.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -234094.437500 Penalty: 2482.571045
	Iteration 5Q: 3 clusters Score -234094.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -234172.656250 Penalty: 2482.571045
	Iteration 6Q: 3 clusters Score -234172.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -234224.656250 Penalty: 2482.571045
	Iteration 7Q: 3 clusters Score -234224.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -234267.046875 Penalty: 2482.571045
	Iteration 8Q: 3 clusters Score -234267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -234295.781250 Penalty: 2482.571045
	Iteration 9Q: 3 clusters Score -234295.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -234323.406250 Penalty: 2482.571045
	Iteration 10Q: 3 clusters Score -234323.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -234340.531250 Penalty: 2482.571045
	Iteration 11Q: 3 clusters Score -234340.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -234358.859375 Penalty: 2482.571045
	Iteration 12Q: 3 clusters Score -234358.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -234373.000000 Penalty: 2482.571045
	Iteration 13Q: 3 clusters Score -234373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -234384.375000 Penalty: 2482.571045
	Iteration 14Q: 3 clusters Score -234384.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -234395.156250 Penalty: 2482.571045
	Iteration 15Q: 3 clusters Score -234395.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -234404.953125 Penalty: 2482.571045
	Iteration 16Q: 3 clusters Score -234405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -234413.671875 Penalty: 2482.571045
	Iteration 17Q: 3 clusters Score -234413.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -234418.234375 Penalty: 2482.571045
	Iteration 18Q: 3 clusters Score -234418.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -234425.171875 Penalty: 2482.571045
	Iteration 19Q: 3 clusters Score -234425.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -234437.796875 Penalty: 2482.571045
	Iteration 20F: 3 clusters Score -234437.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -234451.921875 Penalty: 2482.571045
	Iteration 21Q: 3 clusters Score -234451.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -234468.828125 Penalty: 2482.571045
	Iteration 22Q: 3 clusters Score -234468.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -234483.718750 Penalty: 2482.571045
	Iteration 23Q: 3 clusters Score -234483.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -234498.375000 Penalty: 2482.571045
	Iteration 24Q: 3 clusters Score -234498.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -234517.437500 Penalty: 2482.571045
	Iteration 25Q: 3 clusters Score -234517.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -234556.953125 Penalty: 2482.571045
	Iteration 26Q: 3 clusters Score -234557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -234616.296875 Penalty: 2482.571045
	Iteration 27Q: 3 clusters Score -234616.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -234674.171875 Penalty: 2482.571045
	Iteration 28Q: 3 clusters Score -234674.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -234726.765625 Penalty: 2482.571045
	Iteration 29Q: 3 clusters Score -234726.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -234751.765625 Penalty: 2482.571045
	Iteration 30Q: 3 clusters Score -234751.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -234764.343750 Penalty: 2482.571045
	Iteration 31Q: 3 clusters Score -234764.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -234768.953125 Penalty: 2482.571045
	Iteration 32Q: 3 clusters Score -234769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -234771.015625 Penalty: 2482.571045
	Iteration 33Q: 3 clusters Score -234771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -234773.531250 Penalty: 2482.571045
	Iteration 34Q: 3 clusters Score -234773.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -234779.312500 Penalty: 2482.571045
	Iteration 35Q: 3 clusters Score -234779.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -234783.031250 Penalty: 2482.571045
	Iteration 36Q: 3 clusters Score -234783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -234784.921875 Penalty: 2482.571045
	Iteration 37Q: 3 clusters Score -234784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -234787.218750 Penalty: 2482.571045
	Iteration 38Q: 3 clusters Score -234787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -234787.625000 Penalty: 2482.571045
	Iteration 39Q: 3 clusters Score -234787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -234788.109375 Penalty: 2482.571045
	Iteration 40F: 3 clusters Score -234788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -234788.234375 Penalty: 2482.571045
	Iteration 41Q: 3 clusters Score -234788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -234789.078125 Penalty: 2482.571045
	Iteration 42Q: 3 clusters Score -234789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -234789.281250 Penalty: 2482.571045
	Iteration 43Q: 3 clusters Score -234789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -234790.281250 Penalty: 2482.571045
	Iteration 44Q: 3 clusters Score -234790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -234790.500000 Penalty: 2482.571045
	Iteration 45Q: 3 clusters Score -234790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -234790.500000 Penalty: 2482.571045
	Iteration 46F: 3 clusters Score -234790.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -373744.468750 Penalty: 1312.130493
	Iteration 0F: 2 clusters Score -373744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -370905.156250 Penalty: 2624.260986
	Iteration 0F: 3 clusters Score -370905.2 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -371638.437500 Penalty: 2624.260986
	Iteration 1F: 3 clusters Score -371638.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -371850.593750 Penalty: 2624.260986
	Iteration 2F: 3 clusters Score -371850.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -372018.750000 Penalty: 2624.260986
	Iteration 3F: 3 clusters Score -372018.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -372179.625000 Penalty: 2624.260986
	Iteration 4F: 3 clusters Score -372179.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -372369.875000 Penalty: 2624.260986
	Iteration 5F: 3 clusters Score -372369.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -372608.218750 Penalty: 2624.260986
	Iteration 6F: 3 clusters Score -372608.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -372811.031250 Penalty: 2624.260986
	Iteration 7F: 3 clusters Score -372811 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -372982.125000 Penalty: 2624.260986
	Iteration 8Q: 3 clusters Score -372982.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -373115.406250 Penalty: 2624.260986
	Iteration 9Q: 3 clusters Score -373115.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -373223.218750 Penalty: 2624.260986
	Iteration 10Q: 3 clusters Score -373223.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -373283.468750 Penalty: 2624.260986
	Iteration 11Q: 3 clusters Score -373283.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -373319.781250 Penalty: 2624.260986
	Iteration 12Q: 3 clusters Score -373319.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -373346.031250 Penalty: 2624.260986
	Iteration 13Q: 3 clusters Score -373346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -373360.031250 Penalty: 2624.260986
	Iteration 14Q: 3 clusters Score -373360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -373373.218750 Penalty: 2624.260986
	Iteration 15Q: 3 clusters Score -373373.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -373387.968750 Penalty: 2624.260986
	Iteration 16Q: 3 clusters Score -373388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -373410.687500 Penalty: 2624.260986
	Iteration 17Q: 3 clusters Score -373410.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -373432.718750 Penalty: 2624.260986
	Iteration 18Q: 3 clusters Score -373432.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -373450.468750 Penalty: 2624.260986
	Iteration 19Q: 3 clusters Score -373450.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -373468.937500 Penalty: 2624.260986
	Iteration 20F: 3 clusters Score -373468.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -373497.093750 Penalty: 2624.260986
	Iteration 21Q: 3 clusters Score -373497.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -373531.031250 Penalty: 2624.260986
	Iteration 22Q: 3 clusters Score -373531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -373556.218750 Penalty: 2624.260986
	Iteration 23Q: 3 clusters Score -373556.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -373568.593750 Penalty: 2624.260986
	Iteration 24Q: 3 clusters Score -373568.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -373581.812500 Penalty: 2624.260986
	Iteration 25Q: 3 clusters Score -373581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -373589.375000 Penalty: 2624.260986
	Iteration 26Q: 3 clusters Score -373589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -373590.593750 Penalty: 2624.260986
	Iteration 27Q: 3 clusters Score -373590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -373591.437500 Penalty: 2624.260986
	Iteration 28Q: 3 clusters Score -373591.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -373591.937500 Penalty: 2624.260986
	Iteration 29Q: 3 clusters Score -373591.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -373591.937500 Penalty: 2624.260986
	Iteration 30F: 3 clusters Score -373591.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -661299.125000 Penalty: 1400.591919
	Iteration 0F: 2 clusters Score -661299.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -656995.125000 Penalty: 2801.183838
	Iteration 0F: 3 clusters Score -656995.1 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -658334.750000 Penalty: 2801.183838
	Iteration 1F: 3 clusters Score -658334.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -658636.562500 Penalty: 2801.183838
	Iteration 2F: 3 clusters Score -658636.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -658849.187500 Penalty: 2801.183838
	Iteration 3F: 3 clusters Score -658849.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -659011.312500 Penalty: 2801.183838
	Iteration 4Q: 3 clusters Score -659011.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -659151.125000 Penalty: 2801.183838
	Iteration 5Q: 3 clusters Score -659151.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -659258.250000 Penalty: 2801.183838
	Iteration 6Q: 3 clusters Score -659258.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -659360.187500 Penalty: 2801.183838
	Iteration 7Q: 3 clusters Score -659360.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -659448.562500 Penalty: 2801.183838
	Iteration 8Q: 3 clusters Score -659448.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -659521.250000 Penalty: 2801.183838
	Iteration 9Q: 3 clusters Score -659521.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -659602.687500 Penalty: 2801.183838
	Iteration 10Q: 3 clusters Score -659602.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -659693.437500 Penalty: 2801.183838
	Iteration 11Q: 3 clusters Score -659693.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -659781.312500 Penalty: 2801.183838
	Iteration 12Q: 3 clusters Score -659781.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -659869.937500 Penalty: 2801.183838
	Iteration 13Q: 3 clusters Score -659869.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -659954.875000 Penalty: 2801.183838
	Iteration 14Q: 3 clusters Score -659954.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -660033.187500 Penalty: 2801.183838
	Iteration 15Q: 3 clusters Score -660033.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -660110.562500 Penalty: 2801.183838
	Iteration 16Q: 3 clusters Score -660110.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -660173.000000 Penalty: 2801.183838
	Iteration 17Q: 3 clusters Score -660173 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -660217.062500 Penalty: 2801.183838
	Iteration 18Q: 3 clusters Score -660217.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -660254.312500 Penalty: 2801.183838
	Iteration 19Q: 3 clusters Score -660254.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -660286.250000 Penalty: 2801.183838
	Iteration 20F: 3 clusters Score -660286.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -660313.062500 Penalty: 2801.183838
	Iteration 21Q: 3 clusters Score -660313.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -660345.687500 Penalty: 2801.183838
	Iteration 22Q: 3 clusters Score -660345.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -660371.750000 Penalty: 2801.183838
	Iteration 23Q: 3 clusters Score -660371.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -660397.312500 Penalty: 2801.183838
	Iteration 24Q: 3 clusters Score -660397.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -660413.375000 Penalty: 2801.183838
	Iteration 25Q: 3 clusters Score -660413.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -660426.562500 Penalty: 2801.183838
	Iteration 26Q: 3 clusters Score -660426.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -660443.812500 Penalty: 2801.183838
	Iteration 27Q: 3 clusters Score -660443.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -660452.062500 Penalty: 2801.183838
	Iteration 28Q: 3 clusters Score -660452.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -660460.000000 Penalty: 2801.183838
	Iteration 29Q: 3 clusters Score -660460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -660467.562500 Penalty: 2801.183838
	Iteration 30Q: 3 clusters Score -660467.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -660474.250000 Penalty: 2801.183838
	Iteration 31Q: 3 clusters Score -660474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -660479.687500 Penalty: 2801.183838
	Iteration 32Q: 3 clusters Score -660479.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -660482.812500 Penalty: 2801.183838
	Iteration 33Q: 3 clusters Score -660482.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -660486.750000 Penalty: 2801.183838
	Iteration 34Q: 3 clusters Score -660486.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -660490.625000 Penalty: 2801.183838
	Iteration 35Q: 3 clusters Score -660490.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -660494.437500 Penalty: 2801.183838
	Iteration 36Q: 3 clusters Score -660494.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -660497.125000 Penalty: 2801.183838
	Iteration 37Q: 3 clusters Score -660497.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -660503.437500 Penalty: 2801.183838
	Iteration 38Q: 3 clusters Score -660503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -660505.250000 Penalty: 2801.183838
	Iteration 39Q: 3 clusters Score -660505.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -660508.625000 Penalty: 2801.183838
	Iteration 40F: 3 clusters Score -660508.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -660509.750000 Penalty: 2801.183838
	Iteration 41Q: 3 clusters Score -660509.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -660512.875000 Penalty: 2801.183838
	Iteration 42Q: 3 clusters Score -660512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -660514.250000 Penalty: 2801.183838
	Iteration 43Q: 3 clusters Score -660514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -660513.187500 Penalty: 2801.183838
	Iteration 44Q: 3 clusters Score -660513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -660512.437500 Penalty: 2801.183838
	Iteration 45Q: 3 clusters Score -660512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -660512.250000 Penalty: 2801.183838
	Iteration 46Q: 3 clusters Score -660512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -660512.875000 Penalty: 2801.183838
	Iteration 47Q: 3 clusters Score -660512.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -660513.375000 Penalty: 2801.183838
	Iteration 48Q: 3 clusters Score -660513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -660516.062500 Penalty: 2801.183838
	Iteration 49Q: 3 clusters Score -660516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -660516.875000 Penalty: 2801.183838
	Iteration 50Q: 3 clusters Score -660516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -660518.687500 Penalty: 2801.183838
	Iteration 51Q: 3 clusters Score -660518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -660518.625000 Penalty: 2801.183838
	Iteration 52Q: 3 clusters Score -660518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -660519.062500 Penalty: 2801.183838
	Iteration 53Q: 3 clusters Score -660519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -660518.250000 Penalty: 2801.183838
	Iteration 54Q: 3 clusters Score -660518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -660518.437500 Penalty: 2801.183838
	Iteration 55Q: 3 clusters Score -660518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -660518.437500 Penalty: 2801.183838
	Iteration 56F: 3 clusters Score -660518.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (68240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Entering Unmasked Estep 
Score: -8609667.000000 Penalty: 1808.752686
	Iteration 0F: 2 clusters Score -8609667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -8566435.000000 Penalty: 3617.505371
	Iteration 0F: 3 clusters Score -8566435 nChanged 32205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -8584685.000000 Penalty: 3617.505371
	Iteration 1F: 3 clusters Score -8584685 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -8584980.000000 Penalty: 3617.505371
	Iteration 2Q: 3 clusters Score -8584980 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -8585334.000000 Penalty: 3617.505371
	Iteration 3Q: 3 clusters Score -8585334 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -8585736.000000 Penalty: 3617.505371
	Iteration 4Q: 3 clusters Score -8585736 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -8586129.000000 Penalty: 3617.505371
	Iteration 5Q: 3 clusters Score -8586129 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -8586607.000000 Penalty: 3617.505371
	Iteration 6Q: 3 clusters Score -8586607 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -8587355.000000 Penalty: 3617.505371
	Iteration 7Q: 3 clusters Score -8587355 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -8588481.000000 Penalty: 3617.505371
	Iteration 8Q: 3 clusters Score -8588481 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -8590354.000000 Penalty: 3617.505371
	Iteration 9Q: 3 clusters Score -8590354 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -8593048.000000 Penalty: 3617.505371
	Iteration 10F: 3 clusters Score -8593048 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -8596232.000000 Penalty: 3617.505371
	Iteration 11F: 3 clusters Score -8596232 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -8598253.000000 Penalty: 3617.505371
	Iteration 12F: 3 clusters Score -8598253 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -8599067.000000 Penalty: 3617.505371
	Iteration 13Q: 3 clusters Score -8599067 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -8599412.000000 Penalty: 3617.505371
	Iteration 14Q: 3 clusters Score -8599412 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -8599657.000000 Penalty: 3617.505371
	Iteration 15Q: 3 clusters Score -8599657 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -8599858.000000 Penalty: 3617.505371
	Iteration 16Q: 3 clusters Score -8599858 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -8600143.000000 Penalty: 3617.505371
	Iteration 17Q: 3 clusters Score -8600143 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -8600405.000000 Penalty: 3617.505371
	Iteration 18Q: 3 clusters Score -8600405 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -8600766.000000 Penalty: 3617.505371
	Iteration 19Q: 3 clusters Score -8600766 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -8601235.000000 Penalty: 3617.505371
	Iteration 20F: 3 clusters Score -8601235 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -8601689.000000 Penalty: 3617.505371
	Iteration 21Q: 3 clusters Score -8601689 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -8602268.000000 Penalty: 3617.505371
	Iteration 22Q: 3 clusters Score -8602268 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -8602833.000000 Penalty: 3617.505371
	Iteration 23Q: 3 clusters Score -8602833 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -8603424.000000 Penalty: 3617.505371
	Iteration 24Q: 3 clusters Score -8603424 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -8604039.000000 Penalty: 3617.505371
	Iteration 25Q: 3 clusters Score -8604039 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -8604698.000000 Penalty: 3617.505371
	Iteration 26Q: 3 clusters Score -8604698 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -8605336.000000 Penalty: 3617.505371
	Iteration 27Q: 3 clusters Score -8605336 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -8605923.000000 Penalty: 3617.505371
	Iteration 28Q: 3 clusters Score -8605923 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -8606356.000000 Penalty: 3617.505371
	Iteration 29Q: 3 clusters Score -8606356 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -8606657.000000 Penalty: 3617.505371
	Iteration 30Q: 3 clusters Score -8606657 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -8606852.000000 Penalty: 3617.505371
	Iteration 31Q: 3 clusters Score -8606852 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -8606959.000000 Penalty: 3617.505371
	Iteration 32Q: 3 clusters Score -8606959 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -8607082.000000 Penalty: 3617.505371
	Iteration 33Q: 3 clusters Score -8607082 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -8607140.000000 Penalty: 3617.505371
	Iteration 34Q: 3 clusters Score -8607140 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -8607143.000000 Penalty: 3617.505371
	Iteration 35Q: 3 clusters Score -8607143 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -8607179.000000 Penalty: 3617.505371
	Iteration 36Q: 3 clusters Score -8607179 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -8607217.000000 Penalty: 3617.505371
	Iteration 37Q: 3 clusters Score -8607217 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -8607239.000000 Penalty: 3617.505371
	Iteration 38Q: 3 clusters Score -8607239 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -8607304.000000 Penalty: 3617.505371
	Iteration 39Q: 3 clusters Score -8607304 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -8607326.000000 Penalty: 3617.505371
	Iteration 40F: 3 clusters Score -8607326 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -8607351.000000 Penalty: 3617.505371
	Iteration 41Q: 3 clusters Score -8607351 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -8607361.000000 Penalty: 3617.505371
	Iteration 42Q: 3 clusters Score -8607361 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -8607384.000000 Penalty: 3617.505371
	Iteration 43Q: 3 clusters Score -8607384 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -8607366.000000 Penalty: 3617.505371
	Iteration 44Q: 3 clusters Score -8607366 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -8607435.000000 Penalty: 3617.505371
	Iteration 45Q: 3 clusters Score -8607435 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -8607430.000000 Penalty: 3617.505371
	Iteration 46Q: 3 clusters Score -8607430 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -8607476.000000 Penalty: 3617.505371
	Iteration 47Q: 3 clusters Score -8607476 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -8607494.000000 Penalty: 3617.505371
	Iteration 48Q: 3 clusters Score -8607494 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -8607498.000000 Penalty: 3617.505371
	Iteration 49Q: 3 clusters Score -8607498 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -8607528.000000 Penalty: 3617.505371
	Iteration 50Q: 3 clusters Score -8607528 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8607535 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -8607585.000000 Penalty: 3617.505371
	Iteration 52Q: 3 clusters Score -8607585 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -8607636.000000 Penalty: 3617.505371
	Iteration 53Q: 3 clusters Score -8607636 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -8607596.000000 Penalty: 3617.505371
	Iteration 54Q: 3 clusters Score -8607596 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -8607615.000000 Penalty: 3617.505371
	Iteration 55Q: 3 clusters Score -8607615 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -8607608.000000 Penalty: 3617.505371
	Iteration 56Q: 3 clusters Score -8607608 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -8607657.000000 Penalty: 3617.505371
	Iteration 57Q: 3 clusters Score -8607657 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -8607670.000000 Penalty: 3617.505371
	Iteration 58Q: 3 clusters Score -8607670 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -8607707.000000 Penalty: 3617.505371
	Iteration 59Q: 3 clusters Score -8607707 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -8607749.000000 Penalty: 3617.505371
	Iteration 60F: 3 clusters Score -8607749 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -8607798.000000 Penalty: 3617.505371
	Iteration 61Q: 3 clusters Score -8607798 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -8607826.000000 Penalty: 3617.505371
	Iteration 62Q: 3 clusters Score -8607826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -8607861.000000 Penalty: 3617.505371
	Iteration 63Q: 3 clusters Score -8607861 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -8607888.000000 Penalty: 3617.505371
	Iteration 64Q: 3 clusters Score -8607888 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -8607909.000000 Penalty: 3617.505371
	Iteration 65Q: 3 clusters Score -8607909 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -8607935.000000 Penalty: 3617.505371
	Iteration 66Q: 3 clusters Score -8607935 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -8607960.000000 Penalty: 3617.505371
	Iteration 67Q: 3 clusters Score -8607960 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -8607981.000000 Penalty: 3617.505371
	Iteration 68Q: 3 clusters Score -8607981 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -8607999.000000 Penalty: 3617.505371
	Iteration 69Q: 3 clusters Score -8607999 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -8607981.000000 Penalty: 3617.505371
	Iteration 70Q: 3 clusters Score -8607981 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -8608000.000000 Penalty: 3617.505371
	Iteration 71Q: 3 clusters Score -8608000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -8608003.000000 Penalty: 3617.505371
	Iteration 72Q: 3 clusters Score -8608003 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -8607998.000000 Penalty: 3617.505371
	Iteration 73Q: 3 clusters Score -8607998 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -8607988.000000 Penalty: 3617.505371
	Iteration 74Q: 3 clusters Score -8607988 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -8608018.000000 Penalty: 3617.505371
	Iteration 75Q: 3 clusters Score -8608018 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -8608019.000000 Penalty: 3617.505371
	Iteration 76Q: 3 clusters Score -8608019 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -8608040.000000 Penalty: 3617.505371
	Iteration 77Q: 3 clusters Score -8608040 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -8608045.000000 Penalty: 3617.505371
	Iteration 78Q: 3 clusters Score -8608045 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -8608053.000000 Penalty: 3617.505371
	Iteration 79Q: 3 clusters Score -8608053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -8608055.000000 Penalty: 3617.505371
	Iteration 80F: 3 clusters Score -8608055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -8608042.000000 Penalty: 3617.505371
	Iteration 81Q: 3 clusters Score -8608042 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -8608059.000000 Penalty: 3617.505371
	Iteration 82Q: 3 clusters Score -8608059 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -8608086.000000 Penalty: 3617.505371
	Iteration 83Q: 3 clusters Score -8608086 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -8608077.000000 Penalty: 3617.505371
	Iteration 84Q: 3 clusters Score -8608077 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -8608081.000000 Penalty: 3617.505371
	Iteration 85Q: 3 clusters Score -8608081 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -8608064.000000 Penalty: 3617.505371
	Iteration 86Q: 3 clusters Score -8608064 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -8608062.000000 Penalty: 3617.505371
	Iteration 87Q: 3 clusters Score -8608062 nChanged 34
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Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8608068 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8608065 nChanged 27
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Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8608078 nChanged 34
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Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8608094.000000 Penalty: 3617.505371
	Iteration 91Q: 3 clusters Score -8608094 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -8608092.000000 Penalty: 3617.505371
	Iteration 92Q: 3 clusters Score -8608092 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -8608107.000000 Penalty: 3617.505371
	Iteration 93Q: 3 clusters Score -8608107 nChanged 18
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Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8608096 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8608106 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8608105 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8608098 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8608087 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8608092 nChanged 12
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Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8608098 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8608093.000000 Penalty: 3617.505371
	Iteration 101Q: 3 clusters Score -8608093 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8608088 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8608092 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8608090.000000 Penalty: 3617.505371
	Iteration 104Q: 3 clusters Score -8608090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -8608093.000000 Penalty: 3617.505371
	Iteration 105Q: 3 clusters Score -8608093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8608095.000000 Penalty: 3617.505371
	Iteration 106Q: 3 clusters Score -8608095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8608093.000000 Penalty: 3617.505371
	Iteration 107Q: 3 clusters Score -8608093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -8608073.000000 Penalty: 3617.505371
	Iteration 108Q: 3 clusters Score -8608073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -8608079.000000 Penalty: 3617.505371
	Iteration 109Q: 3 clusters Score -8608079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8608076.000000 Penalty: 3617.505371
	Iteration 110Q: 3 clusters Score -8608076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8608082.000000 Penalty: 3617.505371
	Iteration 111Q: 3 clusters Score -8608082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -8608065.000000 Penalty: 3617.505371
	Iteration 112Q: 3 clusters Score -8608065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8608077.000000 Penalty: 3617.505371
	Iteration 113Q: 3 clusters Score -8608077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -8608077.000000 Penalty: 3617.505371
	Iteration 114Q: 3 clusters Score -8608077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -8608075.000000 Penalty: 3617.505371
	Iteration 115Q: 3 clusters Score -8608075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -8608065.000000 Penalty: 3617.505371
	Iteration 116Q: 3 clusters Score -8608065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -8608059.000000 Penalty: 3617.505371
	Iteration 117Q: 3 clusters Score -8608059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8608062.000000 Penalty: 3617.505371
	Iteration 118Q: 3 clusters Score -8608062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -8608059.000000 Penalty: 3617.505371
	Iteration 119Q: 3 clusters Score -8608059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8608057.000000 Penalty: 3617.505371
	Iteration 120F: 3 clusters Score -8608057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -8608067.000000 Penalty: 3617.505371
	Iteration 121Q: 3 clusters Score -8608067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -8608064.000000 Penalty: 3617.505371
	Iteration 122Q: 3 clusters Score -8608064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -8608064.000000 Penalty: 3617.505371
	Iteration 123Q: 3 clusters Score -8608064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -8608065.000000 Penalty: 3617.505371
	Iteration 124Q: 3 clusters Score -8608065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8608067.000000 Penalty: 3617.505371
	Iteration 125Q: 3 clusters Score -8608067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8608067.000000 Penalty: 3617.505371
	Iteration 126F: 3 clusters Score -8608067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -142875.234375 Penalty: 1159.160645
	Iteration 0F: 2 clusters Score -142875.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -141252.000000 Penalty: 2318.321289
	Iteration 0F: 3 clusters Score -141252 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -141598.437500 Penalty: 2318.321289
	Iteration 1F: 3 clusters Score -141598.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -141756.625000 Penalty: 2318.321289
	Iteration 2F: 3 clusters Score -141756.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -141904.265625 Penalty: 2318.321289
	Iteration 3F: 3 clusters Score -141904.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -141984.921875 Penalty: 2318.321289
	Iteration 4Q: 3 clusters Score -141984.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -142032.140625 Penalty: 2318.321289
	Iteration 5Q: 3 clusters Score -142032.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142083.734375 Penalty: 2318.321289
	Iteration 6Q: 3 clusters Score -142083.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -142115.781250 Penalty: 2318.321289
	Iteration 7Q: 3 clusters Score -142115.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -142140.984375 Penalty: 2318.321289
	Iteration 8Q: 3 clusters Score -142141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -142155.859375 Penalty: 2318.321289
	Iteration 9Q: 3 clusters Score -142155.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -142173.312500 Penalty: 2318.321289
	Iteration 10Q: 3 clusters Score -142173.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -142194.406250 Penalty: 2318.321289
	Iteration 11Q: 3 clusters Score -142194.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -142215.406250 Penalty: 2318.321289
	Iteration 12Q: 3 clusters Score -142215.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -142230.000000 Penalty: 2318.321289
	Iteration 13Q: 3 clusters Score -142230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -142249.218750 Penalty: 2318.321289
	Iteration 14Q: 3 clusters Score -142249.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -142271.171875 Penalty: 2318.321289
	Iteration 15Q: 3 clusters Score -142271.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -142286.140625 Penalty: 2318.321289
	Iteration 16Q: 3 clusters Score -142286.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -142296.109375 Penalty: 2318.321289
	Iteration 17Q: 3 clusters Score -142296.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -142309.218750 Penalty: 2318.321289
	Iteration 18Q: 3 clusters Score -142309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -142315.343750 Penalty: 2318.321289
	Iteration 19Q: 3 clusters Score -142315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -142321.375000 Penalty: 2318.321289
	Iteration 20F: 3 clusters Score -142321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -142325.000000 Penalty: 2318.321289
	Iteration 21Q: 3 clusters Score -142325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -142329.203125 Penalty: 2318.321289
	Iteration 22Q: 3 clusters Score -142329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -142333.921875 Penalty: 2318.321289
	Iteration 23Q: 3 clusters Score -142333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -142341.187500 Penalty: 2318.321289
	Iteration 24Q: 3 clusters Score -142341.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -142347.578125 Penalty: 2318.321289
	Iteration 25Q: 3 clusters Score -142347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -142349.875000 Penalty: 2318.321289
	Iteration 26Q: 3 clusters Score -142349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -142350.812500 Penalty: 2318.321289
	Iteration 27Q: 3 clusters Score -142350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -142351.593750 Penalty: 2318.321289
	Iteration 28Q: 3 clusters Score -142351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -142352.296875 Penalty: 2318.321289
	Iteration 29Q: 3 clusters Score -142352.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -142352.296875 Penalty: 2318.321289
	Iteration 30F: 3 clusters Score -142352.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -24747.648438 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -24747.65 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 159 members 
Entering Unmasked Estep 
Score: -24109.486328 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -24109.49 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24342.654297 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -24342.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24413.070312 Penalty: 1849.366821
	Iteration 2Q: 3 clusters Score -24413.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24430.003906 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -24430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24433.882812 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -24433.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24433.882812 Penalty: 1849.366821
	Iteration 5F: 3 clusters Score -24433.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -62470.558594 Penalty: 1043.777588
	Iteration 0F: 2 clusters Score -62470.56 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 308 members 
Entering Unmasked Estep 
Score: -61366.531250 Penalty: 2087.555176
	Iteration 0F: 3 clusters Score -61366.53 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61582.851562 Penalty: 2087.555176
	Iteration 1F: 3 clusters Score -61582.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61710.160156 Penalty: 2087.555176
	Iteration 2F: 3 clusters Score -61710.16 nChanged 41
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: -61778.566406 Penalty: 2087.555176
	Iteration 3F: 3 clusters Score -61778.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61811.562500 Penalty: 2087.555176
	Iteration 4Q: 3 clusters Score -61811.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61850.441406 Penalty: 2087.555176
	Iteration 5Q: 3 clusters Score -61850.44 nChanged 7
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: -61866.097656 Penalty: 2087.555176
	Iteration 6Q: 3 clusters Score -61866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61877.308594 Penalty: 2087.555176
	Iteration 7Q: 3 clusters Score -61877.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61909.519531 Penalty: 2087.555176
	Iteration 8Q: 3 clusters Score -61909.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61929.292969 Penalty: 2087.555176
	Iteration 9Q: 3 clusters Score -61929.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61947.152344 Penalty: 2087.555176
	Iteration 10Q: 3 clusters Score -61947.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61955.980469 Penalty: 2087.555176
	Iteration 11Q: 3 clusters Score -61955.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61968.171875 Penalty: 2087.555176
	Iteration 12Q: 3 clusters Score -61968.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61988.519531 Penalty: 2087.555176
	Iteration 13Q: 3 clusters Score -61988.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62015.960938 Penalty: 2087.555176
	Iteration 14Q: 3 clusters Score -62015.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62055.957031 Penalty: 2087.555176
	Iteration 15Q: 3 clusters Score -62055.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62083.742188 Penalty: 2087.555176
	Iteration 16Q: 3 clusters Score -62083.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62097.554688 Penalty: 2087.555176
	Iteration 17Q: 3 clusters Score -62097.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62106.925781 Penalty: 2087.555176
	Iteration 18Q: 3 clusters Score -62106.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62122.593750 Penalty: 2087.555176
	Iteration 19Q: 3 clusters Score -62122.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62158.199219 Penalty: 2087.555176
	Iteration 20F: 3 clusters Score -62158.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62192.578125 Penalty: 2087.555176
	Iteration 21Q: 3 clusters Score -62192.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62211.937500 Penalty: 2087.555176
	Iteration 22Q: 3 clusters Score -62211.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62218.082031 Penalty: 2087.555176
	Iteration 23Q: 3 clusters Score -62218.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62223.902344 Penalty: 2087.555176
	Iteration 24Q: 3 clusters Score -62223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62228.558594 Penalty: 2087.555176
	Iteration 25Q: 3 clusters Score -62228.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62234.210938 Penalty: 2087.555176
	Iteration 26Q: 3 clusters Score -62234.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62243.957031 Penalty: 2087.555176
	Iteration 27Q: 3 clusters Score -62243.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62250.593750 Penalty: 2087.555176
	Iteration 28Q: 3 clusters Score -62250.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62252.765625 Penalty: 2087.555176
	Iteration 29Q: 3 clusters Score -62252.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62255.046875 Penalty: 2087.555176
	Iteration 30Q: 3 clusters Score -62255.05 nChanged 1
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: -62256.000000 Penalty: 2087.555176
	Iteration 31Q: 3 clusters Score -62256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62257.914062 Penalty: 2087.555176
	Iteration 32Q: 3 clusters Score -62257.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62260.457031 Penalty: 2087.555176
	Iteration 33Q: 3 clusters Score -62260.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62261.324219 Penalty: 2087.555176
	Iteration 34Q: 3 clusters Score -62261.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62261.324219 Penalty: 2087.555176
	Iteration 35F: 3 clusters Score -62261.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15654.929688 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -15654.93 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 127 members 
Entering Unmasked Estep 
Score: -15021.382812 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -15021.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15247.859375 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -15247.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15302.918945 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -15302.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15320.662109 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -15320.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15348.335938 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -15348.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15352.899414 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -15352.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15355.001953 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -15355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15358.339844 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -15358.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15358.339844 Penalty: 1787.908936
	Iteration 8F: 3 clusters Score -15358.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -1181543.000000 Penalty: 1492.416138
	Iteration 0F: 2 clusters Score -1181543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1174667.875000 Penalty: 2984.832275
	Iteration 0F: 3 clusters Score -1174668 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1177025.750000 Penalty: 2984.832275
	Iteration 1F: 3 clusters Score -1177026 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1177385.125000 Penalty: 2984.832275
	Iteration 2F: 3 clusters Score -1177385 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1177741.625000 Penalty: 2984.832275
	Iteration 3F: 3 clusters Score -1177742 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1178160.625000 Penalty: 2984.832275
	Iteration 4F: 3 clusters Score -1178161 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1178664.250000 Penalty: 2984.832275
	Iteration 5F: 3 clusters Score -1178664 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1179230.000000 Penalty: 2984.832275
	Iteration 6F: 3 clusters Score -1179230 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1179704.250000 Penalty: 2984.832275
	Iteration 7F: 3 clusters Score -1179704 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1180023.750000 Penalty: 2984.832275
	Iteration 8Q: 3 clusters Score -1180024 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1180219.750000 Penalty: 2984.832275
	Iteration 9Q: 3 clusters Score -1180220 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1180314.750000 Penalty: 2984.832275
	Iteration 10Q: 3 clusters Score -1180315 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1180363.750000 Penalty: 2984.832275
	Iteration 11Q: 3 clusters Score -1180364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1180398.250000 Penalty: 2984.832275
	Iteration 12Q: 3 clusters Score -1180398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1180421.875000 Penalty: 2984.832275
	Iteration 13Q: 3 clusters Score -1180422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1180446.125000 Penalty: 2984.832275
	Iteration 14Q: 3 clusters Score -1180446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1180467.750000 Penalty: 2984.832275
	Iteration 15Q: 3 clusters Score -1180468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1180482.000000 Penalty: 2984.832275
	Iteration 16Q: 3 clusters Score -1180482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1180494.125000 Penalty: 2984.832275
	Iteration 17Q: 3 clusters Score -1180494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1180506.125000 Penalty: 2984.832275
	Iteration 18Q: 3 clusters Score -1180506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1180520.000000 Penalty: 2984.832275
	Iteration 19Q: 3 clusters Score -1180520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1180525.875000 Penalty: 2984.832275
	Iteration 20F: 3 clusters Score -1180526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1180531.500000 Penalty: 2984.832275
	Iteration 21Q: 3 clusters Score -1180532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1180537.500000 Penalty: 2984.832275
	Iteration 22Q: 3 clusters Score -1180538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1180545.875000 Penalty: 2984.832275
	Iteration 23Q: 3 clusters Score -1180546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1180549.625000 Penalty: 2984.832275
	Iteration 24Q: 3 clusters Score -1180550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1180550.250000 Penalty: 2984.832275
	Iteration 25Q: 3 clusters Score -1180550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1180553.250000 Penalty: 2984.832275
	Iteration 26Q: 3 clusters Score -1180553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1180555.250000 Penalty: 2984.832275
	Iteration 27Q: 3 clusters Score -1180555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1180554.125000 Penalty: 2984.832275
	Iteration 28Q: 3 clusters Score -1180554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1180555.125000 Penalty: 2984.832275
	Iteration 29Q: 3 clusters Score -1180555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1180555.125000 Penalty: 2984.832275
	Iteration 30F: 3 clusters Score -1180555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (52042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Entering Unmasked Estep 
Score: -6594777.000000 Penalty: 1764.718506
	Iteration 0F: 2 clusters Score -6594777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -6560615.500000 Penalty: 3529.437012
	Iteration 0F: 3 clusters Score -6560616 nChanged 24494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -6574704.000000 Penalty: 3529.437012
	Iteration 1F: 3 clusters Score -6574704 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -6575330.000000 Penalty: 3529.437012
	Iteration 2Q: 3 clusters Score -6575330 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -6576062.000000 Penalty: 3529.437012
	Iteration 3Q: 3 clusters Score -6576062 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -6576989.500000 Penalty: 3529.437012
	Iteration 4Q: 3 clusters Score -6576990 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -6578141.500000 Penalty: 3529.437012
	Iteration 5Q: 3 clusters Score -6578142 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -6579577.000000 Penalty: 3529.437012
	Iteration 6F: 3 clusters Score -6579577 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -6581256.000000 Penalty: 3529.437012
	Iteration 7F: 3 clusters Score -6581256 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -6583330.000000 Penalty: 3529.437012
	Iteration 8F: 3 clusters Score -6583330 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -6585319.500000 Penalty: 3529.437012
	Iteration 9F: 3 clusters Score -6585320 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -6586700.500000 Penalty: 3529.437012
	Iteration 10Q: 3 clusters Score -6586700 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -6587369.000000 Penalty: 3529.437012
	Iteration 11Q: 3 clusters Score -6587369 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -6587692.500000 Penalty: 3529.437012
	Iteration 12Q: 3 clusters Score -6587692 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -6587930.000000 Penalty: 3529.437012
	Iteration 13Q: 3 clusters Score -6587930 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -6588181.500000 Penalty: 3529.437012
	Iteration 14Q: 3 clusters Score -6588182 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -6588391.500000 Penalty: 3529.437012
	Iteration 15Q: 3 clusters Score -6588392 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -6588627.000000 Penalty: 3529.437012
	Iteration 16Q: 3 clusters Score -6588627 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -6588803.500000 Penalty: 3529.437012
	Iteration 17Q: 3 clusters Score -6588804 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -6588933.500000 Penalty: 3529.437012
	Iteration 18Q: 3 clusters Score -6588934 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -6589040.000000 Penalty: 3529.437012
	Iteration 19Q: 3 clusters Score -6589040 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -6589128.500000 Penalty: 3529.437012
	Iteration 20F: 3 clusters Score -6589128 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -6589210.500000 Penalty: 3529.437012
	Iteration 21Q: 3 clusters Score -6589210 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -6589305.000000 Penalty: 3529.437012
	Iteration 22Q: 3 clusters Score -6589305 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -6589382.000000 Penalty: 3529.437012
	Iteration 23Q: 3 clusters Score -6589382 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -6589455.500000 Penalty: 3529.437012
	Iteration 24Q: 3 clusters Score -6589456 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -6589499.000000 Penalty: 3529.437012
	Iteration 25Q: 3 clusters Score -6589499 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -6589536.000000 Penalty: 3529.437012
	Iteration 26Q: 3 clusters Score -6589536 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -6589564.000000 Penalty: 3529.437012
	Iteration 27Q: 3 clusters Score -6589564 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -6589608.500000 Penalty: 3529.437012
	Iteration 28Q: 3 clusters Score -6589608 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -6589659.000000 Penalty: 3529.437012
	Iteration 29Q: 3 clusters Score -6589659 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -6589663.500000 Penalty: 3529.437012
	Iteration 30Q: 3 clusters Score -6589664 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -6589700.500000 Penalty: 3529.437012
	Iteration 31Q: 3 clusters Score -6589700 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -6589733.500000 Penalty: 3529.437012
	Iteration 32Q: 3 clusters Score -6589734 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -6589745.500000 Penalty: 3529.437012
	Iteration 33Q: 3 clusters Score -6589746 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -6589766.000000 Penalty: 3529.437012
	Iteration 34Q: 3 clusters Score -6589766 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -6589784.500000 Penalty: 3529.437012
	Iteration 35Q: 3 clusters Score -6589784 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -6589791.500000 Penalty: 3529.437012
	Iteration 36Q: 3 clusters Score -6589792 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -6589822.000000 Penalty: 3529.437012
	Iteration 37Q: 3 clusters Score -6589822 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -6589812.000000 Penalty: 3529.437012
	Iteration 38Q: 3 clusters Score -6589812 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -6589812.000000 Penalty: 3529.437012
	Iteration 39Q: 3 clusters Score -6589812 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -6589824.000000 Penalty: 3529.437012
	Iteration 40F: 3 clusters Score -6589824 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -6589819.000000 Penalty: 3529.437012
	Iteration 41Q: 3 clusters Score -6589819 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -6589827.500000 Penalty: 3529.437012
	Iteration 42Q: 3 clusters Score -6589828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -6589844.000000 Penalty: 3529.437012
	Iteration 43Q: 3 clusters Score -6589844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -6589848.500000 Penalty: 3529.437012
	Iteration 44Q: 3 clusters Score -6589848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -6589858.500000 Penalty: 3529.437012
	Iteration 45Q: 3 clusters Score -6589858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -6589865.500000 Penalty: 3529.437012
	Iteration 46Q: 3 clusters Score -6589866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -6589870.500000 Penalty: 3529.437012
	Iteration 47Q: 3 clusters Score -6589870 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -6589866.000000 Penalty: 3529.437012
	Iteration 48Q: 3 clusters Score -6589866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -6589863.000000 Penalty: 3529.437012
	Iteration 49Q: 3 clusters Score -6589863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -6589865.000000 Penalty: 3529.437012
	Iteration 50Q: 3 clusters Score -6589865 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -6589870.500000 Penalty: 3529.437012
	Iteration 51Q: 3 clusters Score -6589870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -6589879.500000 Penalty: 3529.437012
	Iteration 52Q: 3 clusters Score -6589880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -6589888.000000 Penalty: 3529.437012
	Iteration 53Q: 3 clusters Score -6589888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -6589887.000000 Penalty: 3529.437012
	Iteration 54Q: 3 clusters Score -6589887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -6589890.500000 Penalty: 3529.437012
	Iteration 55Q: 3 clusters Score -6589890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6589896.000000 Penalty: 3529.437012
	Iteration 56Q: 3 clusters Score -6589896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -6589895.000000 Penalty: 3529.437012
	Iteration 57Q: 3 clusters Score -6589895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -6589888.000000 Penalty: 3529.437012
	Iteration 58Q: 3 clusters Score -6589888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -6589893.500000 Penalty: 3529.437012
	Iteration 59Q: 3 clusters Score -6589894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -6589899.000000 Penalty: 3529.437012
	Iteration 60F: 3 clusters Score -6589899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -6589906.500000 Penalty: 3529.437012
	Iteration 61Q: 3 clusters Score -6589906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -6589910.000000 Penalty: 3529.437012
	Iteration 62Q: 3 clusters Score -6589910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -6589916.500000 Penalty: 3529.437012
	Iteration 63Q: 3 clusters Score -6589916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -6589914.000000 Penalty: 3529.437012
	Iteration 64Q: 3 clusters Score -6589914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -6589908.000000 Penalty: 3529.437012
	Iteration 65Q: 3 clusters Score -6589908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -6589917.500000 Penalty: 3529.437012
	Iteration 66Q: 3 clusters Score -6589918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -6589924.000000 Penalty: 3529.437012
	Iteration 67Q: 3 clusters Score -6589924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -6589929.500000 Penalty: 3529.437012
	Iteration 68Q: 3 clusters Score -6589930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -6589917.000000 Penalty: 3529.437012
	Iteration 69Q: 3 clusters Score -6589917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -6589914.500000 Penalty: 3529.437012
	Iteration 70Q: 3 clusters Score -6589914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -6589927.500000 Penalty: 3529.437012
	Iteration 71Q: 3 clusters Score -6589928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -6589927.000000 Penalty: 3529.437012
	Iteration 72Q: 3 clusters Score -6589927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -6589935.500000 Penalty: 3529.437012
	Iteration 73Q: 3 clusters Score -6589936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -6589926.000000 Penalty: 3529.437012
	Iteration 74Q: 3 clusters Score -6589926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -6589938.500000 Penalty: 3529.437012
	Iteration 75Q: 3 clusters Score -6589938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -6589936.000000 Penalty: 3529.437012
	Iteration 76Q: 3 clusters Score -6589936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -6589935.000000 Penalty: 3529.437012
	Iteration 77Q: 3 clusters Score -6589935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -6589934.500000 Penalty: 3529.437012
	Iteration 78Q: 3 clusters Score -6589934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -6589934.000000 Penalty: 3529.437012
	Iteration 79Q: 3 clusters Score -6589934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -6589931.500000 Penalty: 3529.437012
	Iteration 80F: 3 clusters Score -6589932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -6589944.500000 Penalty: 3529.437012
	Iteration 81Q: 3 clusters Score -6589944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -6589948.000000 Penalty: 3529.437012
	Iteration 82Q: 3 clusters Score -6589948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -6589950.500000 Penalty: 3529.437012
	Iteration 83Q: 3 clusters Score -6589950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -6589948.000000 Penalty: 3529.437012
	Iteration 84Q: 3 clusters Score -6589948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -6589943.500000 Penalty: 3529.437012
	Iteration 85Q: 3 clusters Score -6589944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -6589944.500000 Penalty: 3529.437012
	Iteration 86Q: 3 clusters Score -6589944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -6589948.500000 Penalty: 3529.437012
	Iteration 87Q: 3 clusters Score -6589948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -6589938.000000 Penalty: 3529.437012
	Iteration 88Q: 3 clusters Score -6589938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -6589936.500000 Penalty: 3529.437012
	Iteration 89Q: 3 clusters Score -6589936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -6589929.000000 Penalty: 3529.437012
	Iteration 90Q: 3 clusters Score -6589929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -6589924.500000 Penalty: 3529.437012
	Iteration 91Q: 3 clusters Score -6589924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -6589927.000000 Penalty: 3529.437012
	Iteration 92Q: 3 clusters Score -6589927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -6589923.000000 Penalty: 3529.437012
	Iteration 93Q: 3 clusters Score -6589923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -6589923.500000 Penalty: 3529.437012
	Iteration 94Q: 3 clusters Score -6589924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -6589924.000000 Penalty: 3529.437012
	Iteration 95Q: 3 clusters Score -6589924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -6589926.000000 Penalty: 3529.437012
	Iteration 96Q: 3 clusters Score -6589926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -6589923.500000 Penalty: 3529.437012
	Iteration 97Q: 3 clusters Score -6589924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -6589918.000000 Penalty: 3529.437012
	Iteration 98Q: 3 clusters Score -6589918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -6589923.500000 Penalty: 3529.437012
	Iteration 99Q: 3 clusters Score -6589924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -6589921.000000 Penalty: 3529.437012
	Iteration 100F: 3 clusters Score -6589921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6589926.500000 Penalty: 3529.437012
	Iteration 101Q: 3 clusters Score -6589926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6589926.500000 Penalty: 3529.437012
	Iteration 102F: 3 clusters Score -6589926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -173651.578125 Penalty: 1193.516846
	Iteration 0F: 2 clusters Score -173651.6 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 795 members 
Entering Unmasked Estep 
Score: -171865.640625 Penalty: 2387.033691
	Iteration 0F: 3 clusters Score -171865.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -172320.203125 Penalty: 2387.033691
	Iteration 1F: 3 clusters Score -172320.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -172471.390625 Penalty: 2387.033691
	Iteration 2F: 3 clusters Score -172471.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -172548.015625 Penalty: 2387.033691
	Iteration 3Q: 3 clusters Score -172548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -172635.171875 Penalty: 2387.033691
	Iteration 4Q: 3 clusters Score -172635.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -172719.703125 Penalty: 2387.033691
	Iteration 5Q: 3 clusters Score -172719.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -172816.093750 Penalty: 2387.033691
	Iteration 6Q: 3 clusters Score -172816.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -172925.031250 Penalty: 2387.033691
	Iteration 7Q: 3 clusters Score -172925 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -173013.765625 Penalty: 2387.033691
	Iteration 8Q: 3 clusters Score -173013.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -173107.296875 Penalty: 2387.033691
	Iteration 9Q: 3 clusters Score -173107.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -173180.234375 Penalty: 2387.033691
	Iteration 10Q: 3 clusters Score -173180.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -173256.656250 Penalty: 2387.033691
	Iteration 11Q: 3 clusters Score -173256.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173299.718750 Penalty: 2387.033691
	Iteration 12Q: 3 clusters Score -173299.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173322.640625 Penalty: 2387.033691
	Iteration 13Q: 3 clusters Score -173322.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -173334.875000 Penalty: 2387.033691
	Iteration 14Q: 3 clusters Score -173334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -173348.265625 Penalty: 2387.033691
	Iteration 15Q: 3 clusters Score -173348.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -173359.265625 Penalty: 2387.033691
	Iteration 16Q: 3 clusters Score -173359.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173366.734375 Penalty: 2387.033691
	Iteration 17Q: 3 clusters Score -173366.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -173382.125000 Penalty: 2387.033691
	Iteration 18Q: 3 clusters Score -173382.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -173396.953125 Penalty: 2387.033691
	Iteration 19Q: 3 clusters Score -173397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -173426.390625 Penalty: 2387.033691
	Iteration 20F: 3 clusters Score -173426.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -173459.875000 Penalty: 2387.033691
	Iteration 21Q: 3 clusters Score -173459.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -173476.140625 Penalty: 2387.033691
	Iteration 22Q: 3 clusters Score -173476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -173483.796875 Penalty: 2387.033691
	Iteration 23Q: 3 clusters Score -173483.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -173488.515625 Penalty: 2387.033691
	Iteration 24Q: 3 clusters Score -173488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -173489.890625 Penalty: 2387.033691
	Iteration 25Q: 3 clusters Score -173489.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -173489.890625 Penalty: 2387.033691
	Iteration 26F: 3 clusters Score -173489.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 84971 members 
Mstep: Class 5 contains 20384 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 68519 members 
Mstep: Class 9 contains 90934 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 93687 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12354 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53753 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 88358 members 
Mstep: Class 23 contains 81174 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 68240 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9741 members 
Mstep: Class 34 contains 52042 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243104.000000 Penalty: 75375.343750
Iteration 399Q: 35 clusters Score -1.022431e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 84863 members 
Mstep: Class 5 contains 20305 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 68677 members 
Mstep: Class 9 contains 90933 members 
Mstep: Class 10 contains 9632 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9303 members 
Mstep: Class 13 contains 32541 members 
Mstep: Class 14 contains 15912 members 
Mstep: Class 15 contains 93698 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12353 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53749 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 88382 members 
Mstep: Class 23 contains 81171 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 68266 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9742 members 
Mstep: Class 34 contains 52055 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243336.000000 Penalty: 75375.343750
Iteration 400F: 35 clusters Score -1.022433e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 84747 members 
Mstep: Class 5 contains 20232 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 68828 members 
Mstep: Class 9 contains 90922 members 
Mstep: Class 10 contains 9629 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9310 members 
Mstep: Class 13 contains 32498 members 
Mstep: Class 14 contains 15917 members 
Mstep: Class 15 contains 93731 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12350 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53754 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 88390 members 
Mstep: Class 23 contains 81165 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 68297 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9746 members 
Mstep: Class 34 contains 52067 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242992.000000 Penalty: 75375.343750
Iteration 401Q: 35 clusters Score -1.02243e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 84643 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 68982 members 
Mstep: Class 9 contains 90877 members 
Mstep: Class 10 contains 9627 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9317 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 15927 members 
Mstep: Class 15 contains 93767 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53757 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 88378 members 
Mstep: Class 23 contains 81187 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 68311 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9750 members 
Mstep: Class 34 contains 52074 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243216.000000 Penalty: 75375.343750
Iteration 402Q: 35 clusters Score -1.022432e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 84525 members 
Mstep: Class 5 contains 20079 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 69150 members 
Mstep: Class 9 contains 90856 members 
Mstep: Class 10 contains 9626 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9319 members 
Mstep: Class 13 contains 32453 members 
Mstep: Class 14 contains 15939 members 
Mstep: Class 15 contains 93791 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12357 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53761 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 5416 members 
Mstep: Class 22 contains 88362 members 
Mstep: Class 23 contains 81199 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 68331 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9756 members 
Mstep: Class 34 contains 52075 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243112.000000 Penalty: 75375.343750
Iteration 403Q: 35 clusters Score -1.022431e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 84431 members 
Mstep: Class 5 contains 20014 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 69309 members 
Mstep: Class 9 contains 90831 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9324 members 
Mstep: Class 13 contains 32428 members 
Mstep: Class 14 contains 15948 members 
Mstep: Class 15 contains 93823 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12359 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53768 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 88338 members 
Mstep: Class 23 contains 81193 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5525 members 
Mstep: Class 27 contains 68350 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9755 members 
Mstep: Class 34 contains 52077 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243080.000000 Penalty: 75375.343750
Iteration 404Q: 35 clusters Score -1.022431e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 84338 members 
Mstep: Class 5 contains 19943 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 69477 members 
Mstep: Class 9 contains 90809 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9336 members 
Mstep: Class 13 contains 32396 members 
Mstep: Class 14 contains 15953 members 
Mstep: Class 15 contains 93855 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12354 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53774 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 88322 members 
Mstep: Class 23 contains 81187 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3213 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 68368 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9756 members 
Mstep: Class 34 contains 52077 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243168.000000 Penalty: 75375.343750
Iteration 405Q: 35 clusters Score -1.022432e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 84225 members 
Mstep: Class 5 contains 19886 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 69621 members 
Mstep: Class 9 contains 90782 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9342 members 
Mstep: Class 13 contains 32374 members 
Mstep: Class 14 contains 15958 members 
Mstep: Class 15 contains 93885 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12354 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53785 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 88321 members 
Mstep: Class 23 contains 81189 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3213 members 
Mstep: Class 26 contains 5519 members 
Mstep: Class 27 contains 68396 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9756 members 
Mstep: Class 34 contains 52073 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243160.000000 Penalty: 75375.343750
Iteration 406Q: 35 clusters Score -1.022432e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 84079 members 
Mstep: Class 5 contains 19819 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 69788 members 
Mstep: Class 9 contains 90768 members 
Mstep: Class 10 contains 9625 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9346 members 
Mstep: Class 13 contains 32357 members 
Mstep: Class 14 contains 15966 members 
Mstep: Class 15 contains 93918 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12354 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53789 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 5427 members 
Mstep: Class 22 contains 88311 members 
Mstep: Class 23 contains 81199 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3214 members 
Mstep: Class 26 contains 5519 members 
Mstep: Class 27 contains 68424 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9758 members 
Mstep: Class 34 contains 52073 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243368.000000 Penalty: 75375.343750
Iteration 407Q: 35 clusters Score -1.022434e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 83919 members 
Mstep: Class 5 contains 19759 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 69992 members 
Mstep: Class 9 contains 90733 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 32331 members 
Mstep: Class 14 contains 15975 members 
Mstep: Class 15 contains 93921 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12354 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53792 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 5427 members 
Mstep: Class 22 contains 88292 members 
Mstep: Class 23 contains 81240 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3214 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 68459 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9763 members 
Mstep: Class 34 contains 52073 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243480.000000 Penalty: 75375.343750
Iteration 408Q: 35 clusters Score -1.022435e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14237 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 83748 members 
Mstep: Class 5 contains 19691 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 70186 members 
Mstep: Class 9 contains 90728 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 32302 members 
Mstep: Class 14 contains 15986 members 
Mstep: Class 15 contains 93941 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 12353 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53797 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 88270 members 
Mstep: Class 23 contains 81241 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3214 members 
Mstep: Class 26 contains 5515 members 
Mstep: Class 27 contains 68502 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9774 members 
Mstep: Class 34 contains 52082 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243152.000000 Penalty: 75375.343750
Iteration 409Q: 35 clusters Score -1.022432e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 83558 members 
Mstep: Class 5 contains 19605 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 70386 members 
Mstep: Class 9 contains 90740 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 32268 members 
Mstep: Class 14 contains 15998 members 
Mstep: Class 15 contains 93954 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53797 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 5425 members 
Mstep: Class 22 contains 88269 members 
Mstep: Class 23 contains 81245 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3216 members 
Mstep: Class 26 contains 5515 members 
Mstep: Class 27 contains 68559 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9777 members 
Mstep: Class 34 contains 52086 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243120.000000 Penalty: 75375.343750
Iteration 410Q: 35 clusters Score -1.022431e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 83354 members 
Mstep: Class 5 contains 19551 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 3923 members 
Mstep: Class 8 contains 70606 members 
Mstep: Class 9 contains 90720 members 
Mstep: Class 10 contains 9623 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9375 members 
Mstep: Class 13 contains 32236 members 
Mstep: Class 14 contains 16006 members 
Mstep: Class 15 contains 93966 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53799 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 5419 members 
Mstep: Class 22 contains 88250 members 
Mstep: Class 23 contains 81267 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3217 members 
Mstep: Class 26 contains 5512 members 
Mstep: Class 27 contains 68612 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9782 members 
Mstep: Class 34 contains 52096 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242808.000000 Penalty: 75375.343750
Iteration 411Q: 35 clusters Score -1.022428e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14237 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 83157 members 
Mstep: Class 5 contains 19485 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 70805 members 
Mstep: Class 9 contains 90723 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9381 members 
Mstep: Class 13 contains 32196 members 
Mstep: Class 14 contains 16013 members 
Mstep: Class 15 contains 93975 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 53803 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 88253 members 
Mstep: Class 23 contains 81283 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3220 members 
Mstep: Class 26 contains 5510 members 
Mstep: Class 27 contains 68653 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9797 members 
Mstep: Class 34 contains 52098 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242736.000000 Penalty: 75375.343750
Iteration 412Q: 35 clusters Score -1.022427e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 82943 members 
Mstep: Class 5 contains 19420 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 71029 members 
Mstep: Class 9 contains 90707 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 32151 members 
Mstep: Class 14 contains 16023 members 
Mstep: Class 15 contains 93979 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 12357 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 53819 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 5425 members 
Mstep: Class 22 contains 88252 members 
Mstep: Class 23 contains 81295 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3219 members 
Mstep: Class 26 contains 5510 members 
Mstep: Class 27 contains 68671 members 
Mstep: Class 28 contains 1256 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9817 members 
Mstep: Class 34 contains 52119 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243088.000000 Penalty: 75375.343750
Iteration 413Q: 35 clusters Score -1.022431e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 82677 members 
Mstep: Class 5 contains 19378 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 71275 members 
Mstep: Class 9 contains 90708 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9389 members 
Mstep: Class 13 contains 32119 members 
Mstep: Class 14 contains 16028 members 
Mstep: Class 15 contains 93967 members 
Mstep: Class 16 contains 1457 members 
Mstep: Class 17 contains 12356 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53832 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 88257 members 
Mstep: Class 23 contains 81309 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3216 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 68705 members 
Mstep: Class 28 contains 1256 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9823 members 
Mstep: Class 34 contains 52119 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243040.000000 Penalty: 75375.343750
Iteration 414Q: 35 clusters Score -1.02243e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 82395 members 
Mstep: Class 5 contains 19350 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 71564 members 
Mstep: Class 9 contains 90685 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9395 members 
Mstep: Class 13 contains 32073 members 
Mstep: Class 14 contains 16037 members 
Mstep: Class 15 contains 93977 members 
Mstep: Class 16 contains 1457 members 
Mstep: Class 17 contains 12359 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 53848 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 88251 members 
Mstep: Class 23 contains 81312 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3214 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 68737 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9825 members 
Mstep: Class 34 contains 52127 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243232.000000 Penalty: 75375.343750
Iteration 415Q: 35 clusters Score -1.022432e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14258 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 82086 members 
Mstep: Class 5 contains 19312 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 71861 members 
Mstep: Class 9 contains 90666 members 
Mstep: Class 10 contains 9621 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9388 members 
Mstep: Class 13 contains 32039 members 
Mstep: Class 14 contains 16055 members 
Mstep: Class 15 contains 93976 members 
Mstep: Class 16 contains 1457 members 
Mstep: Class 17 contains 12359 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 53869 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 5439 members 
Mstep: Class 22 contains 88252 members 
Mstep: Class 23 contains 81325 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5511 members 
Mstep: Class 27 contains 68767 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9832 members 
Mstep: Class 34 contains 52145 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243184.000000 Penalty: 75375.343750
Iteration 416Q: 35 clusters Score -1.022432e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14264 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 81777 members 
Mstep: Class 5 contains 19269 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 72167 members 
Mstep: Class 9 contains 90640 members 
Mstep: Class 10 contains 9621 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9394 members 
Mstep: Class 13 contains 32013 members 
Mstep: Class 14 contains 16066 members 
Mstep: Class 15 contains 93952 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 53888 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 5452 members 
Mstep: Class 22 contains 88247 members 
Mstep: Class 23 contains 81347 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3210 members 
Mstep: Class 26 contains 5508 members 
Mstep: Class 27 contains 68801 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9836 members 
Mstep: Class 34 contains 52155 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243064.000000 Penalty: 75375.343750
Iteration 417Q: 35 clusters Score -1.022431e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14269 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 81437 members 
Mstep: Class 5 contains 19244 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 72483 members 
Mstep: Class 9 contains 90660 members 
Mstep: Class 10 contains 9620 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9399 members 
Mstep: Class 13 contains 32001 members 
Mstep: Class 14 contains 16073 members 
Mstep: Class 15 contains 93907 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 12361 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 53904 members 
Mstep: Class 20 contains 3369 members 
Mstep: Class 21 contains 5462 members 
Mstep: Class 22 contains 88230 members 
Mstep: Class 23 contains 81378 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3210 members 
Mstep: Class 26 contains 5503 members 
Mstep: Class 27 contains 68851 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9829 members 
Mstep: Class 34 contains 52142 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242912.000000 Penalty: 75375.343750
Iteration 418Q: 35 clusters Score -1.022429e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 81068 members 
Mstep: Class 5 contains 19211 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 72820 members 
Mstep: Class 9 contains 90671 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9395 members 
Mstep: Class 13 contains 31979 members 
Mstep: Class 14 contains 16076 members 
Mstep: Class 15 contains 93886 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 12358 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53922 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 5470 members 
Mstep: Class 22 contains 88228 members 
Mstep: Class 23 contains 81374 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3210 members 
Mstep: Class 26 contains 5498 members 
Mstep: Class 27 contains 68921 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9838 members 
Mstep: Class 34 contains 52139 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243040.000000 Penalty: 75375.343750
Iteration 419Q: 35 clusters Score -1.02243e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14266 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 80706 members 
Mstep: Class 5 contains 19184 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 73160 members 
Mstep: Class 9 contains 90688 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9397 members 
Mstep: Class 13 contains 31954 members 
Mstep: Class 14 contains 16086 members 
Mstep: Class 15 contains 93861 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 12357 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53937 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 88244 members 
Mstep: Class 23 contains 81358 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3210 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 68983 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9839 members 
Mstep: Class 34 contains 52137 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242856.000000 Penalty: 75375.343750
Iteration 420F: 35 clusters Score -1.022429e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14262 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 80329 members 
Mstep: Class 5 contains 19150 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 73483 members 
Mstep: Class 9 contains 90738 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9399 members 
Mstep: Class 13 contains 31918 members 
Mstep: Class 14 contains 16101 members 
Mstep: Class 15 contains 93840 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 12356 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53964 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 88260 members 
Mstep: Class 23 contains 81333 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3210 members 
Mstep: Class 26 contains 5486 members 
Mstep: Class 27 contains 69039 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9842 members 
Mstep: Class 34 contains 52144 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242976.000000 Penalty: 75375.343750
Iteration 421Q: 35 clusters Score -1.02243e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14263 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 79922 members 
Mstep: Class 5 contains 19112 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 73822 members 
Mstep: Class 9 contains 90766 members 
Mstep: Class 10 contains 9623 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 31879 members 
Mstep: Class 14 contains 16111 members 
Mstep: Class 15 contains 93830 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 53993 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 88300 members 
Mstep: Class 23 contains 81313 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3211 members 
Mstep: Class 26 contains 5481 members 
Mstep: Class 27 contains 69093 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9843 members 
Mstep: Class 34 contains 52142 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243000.000000 Penalty: 75375.343750
Iteration 422Q: 35 clusters Score -1.02243e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14264 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 79496 members 
Mstep: Class 5 contains 19111 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 74183 members 
Mstep: Class 9 contains 90788 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9400 members 
Mstep: Class 13 contains 31849 members 
Mstep: Class 14 contains 16119 members 
Mstep: Class 15 contains 93812 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 12363 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 54013 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 88299 members 
Mstep: Class 23 contains 81326 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5471 members 
Mstep: Class 27 contains 69144 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9855 members 
Mstep: Class 34 contains 52148 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243080.000000 Penalty: 75375.343750
Iteration 423Q: 35 clusters Score -1.022431e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14260 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 79008 members 
Mstep: Class 5 contains 19110 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 74550 members 
Mstep: Class 9 contains 90808 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 31834 members 
Mstep: Class 14 contains 16139 members 
Mstep: Class 15 contains 93823 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 12365 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 54031 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 5474 members 
Mstep: Class 22 contains 88324 members 
Mstep: Class 23 contains 81319 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 5465 members 
Mstep: Class 27 contains 69195 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9859 members 
Mstep: Class 34 contains 52150 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243104.000000 Penalty: 75375.343750
Iteration 424Q: 35 clusters Score -1.022431e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 78500 members 
Mstep: Class 5 contains 19087 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 74928 members 
Mstep: Class 9 contains 90818 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9393 members 
Mstep: Class 13 contains 31818 members 
Mstep: Class 14 contains 16164 members 
Mstep: Class 15 contains 93826 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 12371 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54058 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 5475 members 
Mstep: Class 22 contains 88353 members 
Mstep: Class 23 contains 81319 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3213 members 
Mstep: Class 26 contains 5457 members 
Mstep: Class 27 contains 69269 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9872 members 
Mstep: Class 34 contains 52150 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243080.000000 Penalty: 75375.343750
Iteration 425Q: 35 clusters Score -1.022431e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 77993 members 
Mstep: Class 5 contains 19076 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 3939 members 
Mstep: Class 8 contains 75315 members 
Mstep: Class 9 contains 90841 members 
Mstep: Class 10 contains 9617 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9392 members 
Mstep: Class 13 contains 31795 members 
Mstep: Class 14 contains 16171 members 
Mstep: Class 15 contains 93831 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 12371 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54081 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 5480 members 
Mstep: Class 22 contains 88348 members 
Mstep: Class 23 contains 81325 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3215 members 
Mstep: Class 26 contains 5454 members 
Mstep: Class 27 contains 69338 members 
Mstep: Class 28 contains 1256 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9882 members 
Mstep: Class 34 contains 52157 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243008.000000 Penalty: 75375.343750
Iteration 426Q: 35 clusters Score -1.02243e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 77503 members 
Mstep: Class 5 contains 19064 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 3943 members 
Mstep: Class 8 contains 75671 members 
Mstep: Class 9 contains 90896 members 
Mstep: Class 10 contains 9614 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9396 members 
Mstep: Class 13 contains 31776 members 
Mstep: Class 14 contains 16175 members 
Mstep: Class 15 contains 93834 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 12372 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54096 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 88362 members 
Mstep: Class 23 contains 81314 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3214 members 
Mstep: Class 26 contains 5446 members 
Mstep: Class 27 contains 69393 members 
Mstep: Class 28 contains 1257 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 34 contains 52160 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243296.000000 Penalty: 75375.343750
Iteration 427Q: 35 clusters Score -1.022433e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 76985 members 
Mstep: Class 5 contains 19062 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 3943 members 
Mstep: Class 8 contains 76048 members 
Mstep: Class 9 contains 90926 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9397 members 
Mstep: Class 13 contains 31772 members 
Mstep: Class 14 contains 16179 members 
Mstep: Class 15 contains 93850 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 12371 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54115 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 88384 members 
Mstep: Class 23 contains 81302 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3216 members 
Mstep: Class 26 contains 5440 members 
Mstep: Class 27 contains 69445 members 
Mstep: Class 28 contains 1260 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 34 contains 52162 members 
Mstep: Class 35 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243288.000000 Penalty: 75375.343750
Iteration 428Q: 35 clusters Score -1.022433e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14237 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 76487 members 
Mstep: Class 5 contains 19042 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 3939 members 
Mstep: Class 8 contains 76438 members 
Mstep: Class 9 contains 90953 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9400 members 
Mstep: Class 13 contains 31767 members 
Mstep: Class 14 contains 16183 members 
Mstep: Class 15 contains 93879 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 12371 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54132 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 5500 members 
Mstep: Class 22 contains 88397 members 
Mstep: Class 23 contains 81268 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3218 members 
Mstep: Class 26 contains 5437 members 
Mstep: Class 27 contains 69519 members 
Mstep: Class 28 contains 1261 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9949 members 
Mstep: Class 34 contains 52159 members 
Mstep: Class 35 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243368.000000 Penalty: 75375.343750
Iteration 429Q: 35 clusters Score -1.022434e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 75982 members 
Mstep: Class 5 contains 19045 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 3940 members 
Mstep: Class 8 contains 76858 members 
Mstep: Class 9 contains 90962 members 
Mstep: Class 10 contains 9591 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9392 members 
Mstep: Class 13 contains 31743 members 
Mstep: Class 14 contains 16193 members 
Mstep: Class 15 contains 93881 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 12367 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54153 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 5499 members 
Mstep: Class 22 contains 88388 members 
Mstep: Class 23 contains 81280 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3221 members 
Mstep: Class 26 contains 5440 members 
Mstep: Class 27 contains 69593 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9962 members 
Mstep: Class 34 contains 52150 members 
Mstep: Class 35 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243256.000000 Penalty: 75375.343750
Iteration 430Q: 35 clusters Score -1.022433e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 75470 members 
Mstep: Class 5 contains 19059 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 8 contains 77263 members 
Mstep: Class 9 contains 90984 members 
Mstep: Class 10 contains 9587 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9390 members 
Mstep: Class 13 contains 31719 members 
Mstep: Class 14 contains 16209 members 
Mstep: Class 15 contains 93891 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 12365 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54178 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 88362 members 
Mstep: Class 23 contains 81287 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3221 members 
Mstep: Class 26 contains 5443 members 
Mstep: Class 27 contains 69679 members 
Mstep: Class 28 contains 1264 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9981 members 
Mstep: Class 34 contains 52137 members 
Mstep: Class 35 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243184.000000 Penalty: 75375.343750
Iteration 431Q: 35 clusters Score -1.022432e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14222 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 74983 members 
Mstep: Class 5 contains 19048 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 77654 members 
Mstep: Class 9 contains 91002 members 
Mstep: Class 10 contains 9580 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9393 members 
Mstep: Class 13 contains 31715 members 
Mstep: Class 14 contains 16216 members 
Mstep: Class 15 contains 93888 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 12366 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54192 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 5496 members 
Mstep: Class 22 contains 88328 members 
Mstep: Class 23 contains 81319 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3222 members 
Mstep: Class 26 contains 5443 members 
Mstep: Class 27 contains 69769 members 
Mstep: Class 28 contains 1266 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9993 members 
Mstep: Class 34 contains 52118 members 
Mstep: Class 35 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243064.000000 Penalty: 75375.343750
Iteration 432Q: 35 clusters Score -1.022431e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14220 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 74479 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 3935 members 
Mstep: Class 8 contains 78065 members 
Mstep: Class 9 contains 91037 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9398 members 
Mstep: Class 13 contains 31714 members 
Mstep: Class 14 contains 16222 members 
Mstep: Class 15 contains 93875 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 12365 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54194 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 88307 members 
Mstep: Class 23 contains 81359 members 
Mstep: Class 24 contains 2081 members 
Mstep: Class 25 contains 3224 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 69847 members 
Mstep: Class 28 contains 1271 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 9991 members 
Mstep: Class 34 contains 52106 members 
Mstep: Class 35 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243176.000000 Penalty: 75375.343750
Iteration 433Q: 35 clusters Score -1.022432e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14209 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 73963 members 
Mstep: Class 5 contains 19008 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 8 contains 78490 members 
Mstep: Class 9 contains 91065 members 
Mstep: Class 10 contains 9557 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9405 members 
Mstep: Class 13 contains 31718 members 
Mstep: Class 14 contains 16230 members 
Mstep: Class 15 contains 93877 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 12365 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54216 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 88289 members 
Mstep: Class 23 contains 81384 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3224 members 
Mstep: Class 26 contains 5444 members 
Mstep: Class 27 contains 69928 members 
Mstep: Class 28 contains 1274 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10002 members 
Mstep: Class 34 contains 52088 members 
Mstep: Class 35 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243264.000000 Penalty: 75375.343750
Iteration 434Q: 35 clusters Score -1.022433e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14197 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 73473 members 
Mstep: Class 5 contains 18981 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 3939 members 
Mstep: Class 8 contains 78922 members 
Mstep: Class 9 contains 91123 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9406 members 
Mstep: Class 13 contains 31721 members 
Mstep: Class 14 contains 16232 members 
Mstep: Class 15 contains 93883 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 12358 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54227 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 88231 members 
Mstep: Class 23 contains 81384 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3226 members 
Mstep: Class 26 contains 5441 members 
Mstep: Class 27 contains 70019 members 
Mstep: Class 28 contains 1275 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10008 members 
Mstep: Class 34 contains 52073 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243184.000000 Penalty: 75375.343750
Iteration 435Q: 35 clusters Score -1.022432e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14192 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 72959 members 
Mstep: Class 5 contains 18953 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 79349 members 
Mstep: Class 9 contains 91160 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9410 members 
Mstep: Class 13 contains 31711 members 
Mstep: Class 14 contains 16223 members 
Mstep: Class 15 contains 93897 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 12358 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54233 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 5490 members 
Mstep: Class 22 contains 88203 members 
Mstep: Class 23 contains 81384 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3227 members 
Mstep: Class 26 contains 5441 members 
Mstep: Class 27 contains 70121 members 
Mstep: Class 28 contains 1279 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10007 members 
Mstep: Class 34 contains 52066 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243264.000000 Penalty: 75375.343750
Iteration 436Q: 35 clusters Score -1.022433e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14188 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 72425 members 
Mstep: Class 5 contains 18935 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 79770 members 
Mstep: Class 9 contains 91169 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 13 contains 31710 members 
Mstep: Class 14 contains 16217 members 
Mstep: Class 15 contains 93905 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 12355 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54248 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 88207 members 
Mstep: Class 23 contains 81404 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3227 members 
Mstep: Class 26 contains 5442 members 
Mstep: Class 27 contains 70236 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10009 members 
Mstep: Class 34 contains 52044 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243376.000000 Penalty: 75375.343750
Iteration 437Q: 35 clusters Score -1.022434e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14180 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 71896 members 
Mstep: Class 5 contains 18926 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 80160 members 
Mstep: Class 9 contains 91198 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9400 members 
Mstep: Class 13 contains 31708 members 
Mstep: Class 14 contains 16206 members 
Mstep: Class 15 contains 93921 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54254 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 88236 members 
Mstep: Class 23 contains 81410 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3228 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 70326 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10013 members 
Mstep: Class 34 contains 52038 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243616.000000 Penalty: 75375.343750
Iteration 438Q: 35 clusters Score -1.022436e+08 nChanged 1150
Entering ConstructFrom: 
Score: -102243616.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -40986.082031 Penalty: 978.810242
	Iteration 0F: 2 clusters Score -40986.08 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 186 members 
Entering Unmasked Estep 
Score: -40062.988281 Penalty: 1957.620483
	Iteration 0F: 3 clusters Score -40062.99 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40281.914062 Penalty: 1957.620483
	Iteration 1F: 3 clusters Score -40281.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40375.917969 Penalty: 1957.620483
	Iteration 2F: 3 clusters Score -40375.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40420.945312 Penalty: 1957.620483
	Iteration 3Q: 3 clusters Score -40420.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40469.855469 Penalty: 1957.620483
	Iteration 4Q: 3 clusters Score -40469.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40487.972656 Penalty: 1957.620483
	Iteration 5Q: 3 clusters Score -40487.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40507.531250 Penalty: 1957.620483
	Iteration 6Q: 3 clusters Score -40507.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40509.207031 Penalty: 1957.620483
	Iteration 7Q: 3 clusters Score -40509.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40519.171875 Penalty: 1957.620483
	Iteration 8Q: 3 clusters Score -40519.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40535.195312 Penalty: 1957.620483
	Iteration 9Q: 3 clusters Score -40535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40550.878906 Penalty: 1957.620483
	Iteration 10Q: 3 clusters Score -40550.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40559.742188 Penalty: 1957.620483
	Iteration 11Q: 3 clusters Score -40559.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40562.789062 Penalty: 1957.620483
	Iteration 12F: 3 clusters Score -40562.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40570.226562 Penalty: 1957.620483
	Iteration 13Q: 3 clusters Score -40570.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40572.878906 Penalty: 1957.620483
	Iteration 14Q: 3 clusters Score -40572.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40574.863281 Penalty: 1957.620483
	Iteration 15Q: 3 clusters Score -40574.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40576.296875 Penalty: 1957.620483
	Iteration 16Q: 3 clusters Score -40576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40576.613281 Penalty: 1957.620483
	Iteration 17Q: 3 clusters Score -40576.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40576.613281 Penalty: 1957.620483
	Iteration 18F: 3 clusters Score -40576.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Entering Unmasked Estep 
Score: -1758382.625000 Penalty: 1553.375732
	Iteration 0F: 2 clusters Score -1758383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1748564.750000 Penalty: 3106.751465
	Iteration 0F: 3 clusters Score -1748565 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1751854.125000 Penalty: 3106.751465
	Iteration 1F: 3 clusters Score -1751854 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1752104.125000 Penalty: 3106.751465
	Iteration 2F: 3 clusters Score -1752104 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1752306.750000 Penalty: 3106.751465
	Iteration 3Q: 3 clusters Score -1752307 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1752449.625000 Penalty: 3106.751465
	Iteration 4Q: 3 clusters Score -1752450 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1752563.750000 Penalty: 3106.751465
	Iteration 5Q: 3 clusters Score -1752564 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1752666.750000 Penalty: 3106.751465
	Iteration 6Q: 3 clusters Score -1752667 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1752757.250000 Penalty: 3106.751465
	Iteration 7Q: 3 clusters Score -1752757 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1752861.500000 Penalty: 3106.751465
	Iteration 8Q: 3 clusters Score -1752862 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1752960.250000 Penalty: 3106.751465
	Iteration 9Q: 3 clusters Score -1752960 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1753073.625000 Penalty: 3106.751465
	Iteration 10Q: 3 clusters Score -1753074 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1753220.000000 Penalty: 3106.751465
	Iteration 11Q: 3 clusters Score -1753220 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1753425.875000 Penalty: 3106.751465
	Iteration 12Q: 3 clusters Score -1753426 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1753723.500000 Penalty: 3106.751465
	Iteration 13Q: 3 clusters Score -1753724 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1754093.875000 Penalty: 3106.751465
	Iteration 14Q: 3 clusters Score -1754094 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1754510.500000 Penalty: 3106.751465
	Iteration 15Q: 3 clusters Score -1754510 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1754822.750000 Penalty: 3106.751465
	Iteration 16Q: 3 clusters Score -1754823 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1755046.000000 Penalty: 3106.751465
	Iteration 17Q: 3 clusters Score -1755046 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1755209.250000 Penalty: 3106.751465
	Iteration 18Q: 3 clusters Score -1755209 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1755368.250000 Penalty: 3106.751465
	Iteration 19Q: 3 clusters Score -1755368 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1755567.875000 Penalty: 3106.751465
	Iteration 20F: 3 clusters Score -1755568 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1755742.250000 Penalty: 3106.751465
	Iteration 21Q: 3 clusters Score -1755742 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1755939.000000 Penalty: 3106.751465
	Iteration 22Q: 3 clusters Score -1755939 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1756148.250000 Penalty: 3106.751465
	Iteration 23Q: 3 clusters Score -1756148 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1756394.000000 Penalty: 3106.751465
	Iteration 24Q: 3 clusters Score -1756394 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1756677.250000 Penalty: 3106.751465
	Iteration 25Q: 3 clusters Score -1756677 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1756937.500000 Penalty: 3106.751465
	Iteration 26Q: 3 clusters Score -1756938 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1757115.125000 Penalty: 3106.751465
	Iteration 27Q: 3 clusters Score -1757115 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1757241.500000 Penalty: 3106.751465
	Iteration 28Q: 3 clusters Score -1757242 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1757325.500000 Penalty: 3106.751465
	Iteration 29Q: 3 clusters Score -1757326 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1757379.500000 Penalty: 3106.751465
	Iteration 30Q: 3 clusters Score -1757380 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1757426.250000 Penalty: 3106.751465
	Iteration 31Q: 3 clusters Score -1757426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1757457.000000 Penalty: 3106.751465
	Iteration 32Q: 3 clusters Score -1757457 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1757476.000000 Penalty: 3106.751465
	Iteration 33Q: 3 clusters Score -1757476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1757494.000000 Penalty: 3106.751465
	Iteration 34Q: 3 clusters Score -1757494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1757502.500000 Penalty: 3106.751465
	Iteration 35Q: 3 clusters Score -1757502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1757510.625000 Penalty: 3106.751465
	Iteration 36Q: 3 clusters Score -1757511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1757524.500000 Penalty: 3106.751465
	Iteration 37Q: 3 clusters Score -1757524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1757524.000000 Penalty: 3106.751465
	Iteration 38Q: 3 clusters Score -1757524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1757529.625000 Penalty: 3106.751465
	Iteration 39Q: 3 clusters Score -1757530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1757552.500000 Penalty: 3106.751465
	Iteration 40F: 3 clusters Score -1757552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1757559.250000 Penalty: 3106.751465
	Iteration 41Q: 3 clusters Score -1757559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1757563.500000 Penalty: 3106.751465
	Iteration 42Q: 3 clusters Score -1757564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1757572.625000 Penalty: 3106.751465
	Iteration 43Q: 3 clusters Score -1757573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1757574.625000 Penalty: 3106.751465
	Iteration 44Q: 3 clusters Score -1757575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1757574.625000 Penalty: 3106.751465
	Iteration 45Q: 3 clusters Score -1757575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1757576.875000 Penalty: 3106.751465
	Iteration 46Q: 3 clusters Score -1757577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1757578.625000 Penalty: 3106.751465
	Iteration 47Q: 3 clusters Score -1757579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1757577.625000 Penalty: 3106.751465
	Iteration 48Q: 3 clusters Score -1757578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1757576.750000 Penalty: 3106.751465
	Iteration 49Q: 3 clusters Score -1757577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1757578.750000 Penalty: 3106.751465
	Iteration 50Q: 3 clusters Score -1757579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1757575.625000 Penalty: 3106.751465
	Iteration 51Q: 3 clusters Score -1757576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1757575.375000 Penalty: 3106.751465
	Iteration 52Q: 3 clusters Score -1757575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1757575.375000 Penalty: 3106.751465
	Iteration 53F: 3 clusters Score -1757575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -39657.300781 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -39657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38730.398438 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -38730.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39078.558594 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -39078.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39275.468750 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -39275.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39339.304688 Penalty: 1960.753052
	Iteration 3F: 3 clusters Score -39339.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39374.742188 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -39374.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39400.468750 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -39400.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39432.578125 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -39432.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39464.875000 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -39464.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39484.914062 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -39484.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39499.199219 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -39499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39517.218750 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -39517.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39533.460938 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -39533.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39537.859375 Penalty: 1960.753052
	Iteration 12F: 3 clusters Score -39537.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39546.140625 Penalty: 1960.753052
	Iteration 13Q: 3 clusters Score -39546.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39555.718750 Penalty: 1960.753052
	Iteration 14Q: 3 clusters Score -39555.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39575.140625 Penalty: 1960.753052
	Iteration 15Q: 3 clusters Score -39575.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39605.507812 Penalty: 1960.753052
	Iteration 16Q: 3 clusters Score -39605.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39609.574219 Penalty: 1960.753052
	Iteration 17Q: 3 clusters Score -39609.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39609.574219 Penalty: 1960.753052
	Iteration 18F: 3 clusters Score -39609.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (71421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Entering Unmasked Estep 
Score: -8787040.000000 Penalty: 1816.156372
	Iteration 0F: 2 clusters Score -8787040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -8739367.000000 Penalty: 3632.312744
	Iteration 0F: 3 clusters Score -8739367 nChanged 33898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -8758452.000000 Penalty: 3632.312744
	Iteration 1F: 3 clusters Score -8758452 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -8758825.000000 Penalty: 3632.312744
	Iteration 2Q: 3 clusters Score -8758825 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -8759195.000000 Penalty: 3632.312744
	Iteration 3Q: 3 clusters Score -8759195 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -8759587.000000 Penalty: 3632.312744
	Iteration 4Q: 3 clusters Score -8759587 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -8760278.000000 Penalty: 3632.312744
	Iteration 5Q: 3 clusters Score -8760278 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -8761437.000000 Penalty: 3632.312744
	Iteration 6Q: 3 clusters Score -8761437 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -8763232.000000 Penalty: 3632.312744
	Iteration 7F: 3 clusters Score -8763232 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -8766144.000000 Penalty: 3632.312744
	Iteration 8F: 3 clusters Score -8766144 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -8770431.000000 Penalty: 3632.312744
	Iteration 9F: 3 clusters Score -8770431 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -8775591.000000 Penalty: 3632.312744
	Iteration 10F: 3 clusters Score -8775591 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -8780027.000000 Penalty: 3632.312744
	Iteration 11F: 3 clusters Score -8780027 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -8782931.000000 Penalty: 3632.312744
	Iteration 12Q: 3 clusters Score -8782931 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -8784327.000000 Penalty: 3632.312744
	Iteration 13Q: 3 clusters Score -8784327 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -8784918.000000 Penalty: 3632.312744
	Iteration 14Q: 3 clusters Score -8784918 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -8785208.000000 Penalty: 3632.312744
	Iteration 15Q: 3 clusters Score -8785208 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -8785315.000000 Penalty: 3632.312744
	Iteration 16Q: 3 clusters Score -8785315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
Score: -8785367.000000 Penalty: 3632.312744
	Iteration 17Q: 3 clusters Score -8785367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -8785399.000000 Penalty: 3632.312744
	Iteration 18Q: 3 clusters Score -8785399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -8785402.000000 Penalty: 3632.312744
	Iteration 19Q: 3 clusters Score -8785402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -8785412.000000 Penalty: 3632.312744
	Iteration 20F: 3 clusters Score -8785412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -8785425.000000 Penalty: 3632.312744
	Iteration 21Q: 3 clusters Score -8785425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -8785433.000000 Penalty: 3632.312744
	Iteration 22Q: 3 clusters Score -8785433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -8785441.000000 Penalty: 3632.312744
	Iteration 23Q: 3 clusters Score -8785441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 71260 members 
Entering Unmasked Estep 
Score: -8785448.000000 Penalty: 3632.312744
	Iteration 24Q: 3 clusters Score -8785448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 71262 members 
Entering Unmasked Estep 
Score: -8785448.000000 Penalty: 3632.312744
	Iteration 25Q: 3 clusters Score -8785448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 71263 members 
Entering Unmasked Estep 
Score: -8785448.000000 Penalty: 3632.312744
	Iteration 26Q: 3 clusters Score -8785448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -8785451.000000 Penalty: 3632.312744
	Iteration 27Q: 3 clusters Score -8785451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -8785451.000000 Penalty: 3632.312744
	Iteration 28F: 3 clusters Score -8785451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Entering Unmasked Estep 
Score: -2350677.750000 Penalty: 1600.278687
	Iteration 0F: 2 clusters Score -2350678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2337775.000000 Penalty: 3200.557373
	Iteration 0F: 3 clusters Score -2337775 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2342487.750000 Penalty: 3200.557373
	Iteration 1F: 3 clusters Score -2342488 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2342943.000000 Penalty: 3200.557373
	Iteration 2F: 3 clusters Score -2342943 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2343424.000000 Penalty: 3200.557373
	Iteration 3F: 3 clusters Score -2343424 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2343982.000000 Penalty: 3200.557373
	Iteration 4F: 3 clusters Score -2343982 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2344703.750000 Penalty: 3200.557373
	Iteration 5F: 3 clusters Score -2344704 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2345507.500000 Penalty: 3200.557373
	Iteration 6F: 3 clusters Score -2345508 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2346397.750000 Penalty: 3200.557373
	Iteration 7F: 3 clusters Score -2346398 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2347212.250000 Penalty: 3200.557373
	Iteration 8F: 3 clusters Score -2347212 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2347885.250000 Penalty: 3200.557373
	Iteration 9Q: 3 clusters Score -2347885 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2348195.250000 Penalty: 3200.557373
	Iteration 10Q: 3 clusters Score -2348195 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2348354.000000 Penalty: 3200.557373
	Iteration 11Q: 3 clusters Score -2348354 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2348448.750000 Penalty: 3200.557373
	Iteration 12Q: 3 clusters Score -2348449 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2348518.750000 Penalty: 3200.557373
	Iteration 13Q: 3 clusters Score -2348519 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2348589.500000 Penalty: 3200.557373
	Iteration 14Q: 3 clusters Score -2348590 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2348643.250000 Penalty: 3200.557373
	Iteration 15Q: 3 clusters Score -2348643 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2348691.250000 Penalty: 3200.557373
	Iteration 16Q: 3 clusters Score -2348691 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2348741.250000 Penalty: 3200.557373
	Iteration 17Q: 3 clusters Score -2348741 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2348784.000000 Penalty: 3200.557373
	Iteration 18Q: 3 clusters Score -2348784 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2348821.750000 Penalty: 3200.557373
	Iteration 19Q: 3 clusters Score -2348822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2348846.500000 Penalty: 3200.557373
	Iteration 20F: 3 clusters Score -2348846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2348867.500000 Penalty: 3200.557373
	Iteration 21Q: 3 clusters Score -2348868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2348904.500000 Penalty: 3200.557373
	Iteration 22Q: 3 clusters Score -2348904 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2348927.500000 Penalty: 3200.557373
	Iteration 23Q: 3 clusters Score -2348928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2348943.250000 Penalty: 3200.557373
	Iteration 24Q: 3 clusters Score -2348943 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2348971.750000 Penalty: 3200.557373
	Iteration 25Q: 3 clusters Score -2348972 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2349003.250000 Penalty: 3200.557373
	Iteration 26Q: 3 clusters Score -2349003 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2349024.500000 Penalty: 3200.557373
	Iteration 27Q: 3 clusters Score -2349024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2349047.250000 Penalty: 3200.557373
	Iteration 28Q: 3 clusters Score -2349047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2349070.250000 Penalty: 3200.557373
	Iteration 29Q: 3 clusters Score -2349070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2349088.000000 Penalty: 3200.557373
	Iteration 30Q: 3 clusters Score -2349088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2349103.250000 Penalty: 3200.557373
	Iteration 31Q: 3 clusters Score -2349103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2349111.000000 Penalty: 3200.557373
	Iteration 32Q: 3 clusters Score -2349111 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2349129.500000 Penalty: 3200.557373
	Iteration 33Q: 3 clusters Score -2349130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2349137.250000 Penalty: 3200.557373
	Iteration 34Q: 3 clusters Score -2349137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2349137.750000 Penalty: 3200.557373
	Iteration 35Q: 3 clusters Score -2349138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2349149.250000 Penalty: 3200.557373
	Iteration 36Q: 3 clusters Score -2349149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2349154.750000 Penalty: 3200.557373
	Iteration 37Q: 3 clusters Score -2349155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2349159.500000 Penalty: 3200.557373
	Iteration 38Q: 3 clusters Score -2349160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2349162.000000 Penalty: 3200.557373
	Iteration 39Q: 3 clusters Score -2349162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2349165.750000 Penalty: 3200.557373
	Iteration 40F: 3 clusters Score -2349166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2349169.750000 Penalty: 3200.557373
	Iteration 41Q: 3 clusters Score -2349170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2349169.750000 Penalty: 3200.557373
	Iteration 42Q: 3 clusters Score -2349170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2349173.500000 Penalty: 3200.557373
	Iteration 43Q: 3 clusters Score -2349174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2349175.250000 Penalty: 3200.557373
	Iteration 44Q: 3 clusters Score -2349175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2349180.500000 Penalty: 3200.557373
	Iteration 45Q: 3 clusters Score -2349180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2349184.000000 Penalty: 3200.557373
	Iteration 46Q: 3 clusters Score -2349184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2349182.250000 Penalty: 3200.557373
	Iteration 47Q: 3 clusters Score -2349182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2349185.250000 Penalty: 3200.557373
	Iteration 48Q: 3 clusters Score -2349185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2349186.000000 Penalty: 3200.557373
	Iteration 49Q: 3 clusters Score -2349186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2349182.250000 Penalty: 3200.557373
	Iteration 50Q: 3 clusters Score -2349182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2349186.750000 Penalty: 3200.557373
	Iteration 51Q: 3 clusters Score -2349187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2349189.500000 Penalty: 3200.557373
	Iteration 52Q: 3 clusters Score -2349190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2349196.250000 Penalty: 3200.557373
	Iteration 53Q: 3 clusters Score -2349196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2349195.500000 Penalty: 3200.557373
	Iteration 54Q: 3 clusters Score -2349196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2349199.500000 Penalty: 3200.557373
	Iteration 55Q: 3 clusters Score -2349200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2349202.500000 Penalty: 3200.557373
	Iteration 56Q: 3 clusters Score -2349202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2349204.500000 Penalty: 3200.557373
	Iteration 57Q: 3 clusters Score -2349204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2349205.250000 Penalty: 3200.557373
	Iteration 58Q: 3 clusters Score -2349205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2349205.000000 Penalty: 3200.557373
	Iteration 59Q: 3 clusters Score -2349205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2349209.000000 Penalty: 3200.557373
	Iteration 60F: 3 clusters Score -2349209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2349213.000000 Penalty: 3200.557373
	Iteration 61Q: 3 clusters Score -2349213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2349216.500000 Penalty: 3200.557373
	Iteration 62Q: 3 clusters Score -2349216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2349220.750000 Penalty: 3200.557373
	Iteration 63Q: 3 clusters Score -2349221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2349217.250000 Penalty: 3200.557373
	Iteration 64Q: 3 clusters Score -2349217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2349224.250000 Penalty: 3200.557373
	Iteration 65Q: 3 clusters Score -2349224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2349222.750000 Penalty: 3200.557373
	Iteration 66Q: 3 clusters Score -2349223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2349224.500000 Penalty: 3200.557373
	Iteration 67Q: 3 clusters Score -2349224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2349226.500000 Penalty: 3200.557373
	Iteration 68Q: 3 clusters Score -2349226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2349230.250000 Penalty: 3200.557373
	Iteration 69Q: 3 clusters Score -2349230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2349227.250000 Penalty: 3200.557373
	Iteration 70Q: 3 clusters Score -2349227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2349230.750000 Penalty: 3200.557373
	Iteration 71Q: 3 clusters Score -2349231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2349229.750000 Penalty: 3200.557373
	Iteration 72Q: 3 clusters Score -2349230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2349229.250000 Penalty: 3200.557373
	Iteration 73Q: 3 clusters Score -2349229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2349230.750000 Penalty: 3200.557373
	Iteration 74Q: 3 clusters Score -2349231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2349229.500000 Penalty: 3200.557373
	Iteration 75Q: 3 clusters Score -2349230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2349229.000000 Penalty: 3200.557373
	Iteration 76Q: 3 clusters Score -2349229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2349228.500000 Penalty: 3200.557373
	Iteration 77Q: 3 clusters Score -2349228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2349229.250000 Penalty: 3200.557373
	Iteration 78Q: 3 clusters Score -2349229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2349229.250000 Penalty: 3200.557373
	Iteration 79F: 3 clusters Score -2349229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Entering Unmasked Estep 
Score: -409620.687500 Penalty: 1326.316162
	Iteration 0F: 2 clusters Score -409620.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -406610.062500 Penalty: 2652.632324
	Iteration 0F: 3 clusters Score -406610.1 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -407433.687500 Penalty: 2652.632324
	Iteration 1F: 3 clusters Score -407433.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -407754.718750 Penalty: 2652.632324
	Iteration 2F: 3 clusters Score -407754.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -408119.125000 Penalty: 2652.632324
	Iteration 3F: 3 clusters Score -408119.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -408400.000000 Penalty: 2652.632324
	Iteration 4F: 3 clusters Score -408400 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -408613.468750 Penalty: 2652.632324
	Iteration 5F: 3 clusters Score -408613.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -408768.812500 Penalty: 2652.632324
	Iteration 6F: 3 clusters Score -408768.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -408867.218750 Penalty: 2652.632324
	Iteration 7Q: 3 clusters Score -408867.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -408937.437500 Penalty: 2652.632324
	Iteration 8Q: 3 clusters Score -408937.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -408986.437500 Penalty: 2652.632324
	Iteration 9Q: 3 clusters Score -408986.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -409027.625000 Penalty: 2652.632324
	Iteration 10Q: 3 clusters Score -409027.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -409074.031250 Penalty: 2652.632324
	Iteration 11Q: 3 clusters Score -409074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -409121.843750 Penalty: 2652.632324
	Iteration 12Q: 3 clusters Score -409121.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -409152.250000 Penalty: 2652.632324
	Iteration 13Q: 3 clusters Score -409152.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -409168.187500 Penalty: 2652.632324
	Iteration 14Q: 3 clusters Score -409168.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -409180.937500 Penalty: 2652.632324
	Iteration 15Q: 3 clusters Score -409180.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -409186.656250 Penalty: 2652.632324
	Iteration 16Q: 3 clusters Score -409186.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -409190.375000 Penalty: 2652.632324
	Iteration 17Q: 3 clusters Score -409190.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -409192.875000 Penalty: 2652.632324
	Iteration 18Q: 3 clusters Score -409192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -409194.406250 Penalty: 2652.632324
	Iteration 19Q: 3 clusters Score -409194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -409196.593750 Penalty: 2652.632324
	Iteration 20F: 3 clusters Score -409196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -409197.843750 Penalty: 2652.632324
	Iteration 21Q: 3 clusters Score -409197.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -409197.625000 Penalty: 2652.632324
	Iteration 22Q: 3 clusters Score -409197.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -409197.625000 Penalty: 2652.632324
	Iteration 23F: 3 clusters Score -409197.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -459523.437500 Penalty: 1344.996704
	Iteration 0F: 2 clusters Score -459523.4 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 1939 members 
Entering Unmasked Estep 
Score: -456271.781250 Penalty: 2689.993408
	Iteration 0F: 3 clusters Score -456271.8 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -457103.343750 Penalty: 2689.993408
	Iteration 1F: 3 clusters Score -457103.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -457267.781250 Penalty: 2689.993408
	Iteration 2F: 3 clusters Score -457267.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -457406.312500 Penalty: 2689.993408
	Iteration 3F: 3 clusters Score -457406.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -457553.375000 Penalty: 2689.993408
	Iteration 4F: 3 clusters Score -457553.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -457714.812500 Penalty: 2689.993408
	Iteration 5Q: 3 clusters Score -457714.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -457885.468750 Penalty: 2689.993408
	Iteration 6F: 3 clusters Score -457885.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -458030.000000 Penalty: 2689.993408
	Iteration 7Q: 3 clusters Score -458030 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -458143.843750 Penalty: 2689.993408
	Iteration 8Q: 3 clusters Score -458143.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -458243.562500 Penalty: 2689.993408
	Iteration 9Q: 3 clusters Score -458243.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -458314.062500 Penalty: 2689.993408
	Iteration 10Q: 3 clusters Score -458314.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -458380.968750 Penalty: 2689.993408
	Iteration 11Q: 3 clusters Score -458381 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -458434.937500 Penalty: 2689.993408
	Iteration 12Q: 3 clusters Score -458434.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -458482.062500 Penalty: 2689.993408
	Iteration 13Q: 3 clusters Score -458482.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -458521.000000 Penalty: 2689.993408
	Iteration 14Q: 3 clusters Score -458521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -458557.218750 Penalty: 2689.993408
	Iteration 15Q: 3 clusters Score -458557.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -458588.125000 Penalty: 2689.993408
	Iteration 16Q: 3 clusters Score -458588.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -458614.218750 Penalty: 2689.993408
	Iteration 17Q: 3 clusters Score -458614.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -458627.937500 Penalty: 2689.993408
	Iteration 18Q: 3 clusters Score -458627.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -458636.250000 Penalty: 2689.993408
	Iteration 19Q: 3 clusters Score -458636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -458639.218750 Penalty: 2689.993408
	Iteration 20F: 3 clusters Score -458639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -458642.437500 Penalty: 2689.993408
	Iteration 21Q: 3 clusters Score -458642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -458643.843750 Penalty: 2689.993408
	Iteration 22Q: 3 clusters Score -458643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -458644.687500 Penalty: 2689.993408
	Iteration 23Q: 3 clusters Score -458644.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -458646.968750 Penalty: 2689.993408
	Iteration 24Q: 3 clusters Score -458647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -458648.468750 Penalty: 2689.993408
	Iteration 25Q: 3 clusters Score -458648.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -458649.906250 Penalty: 2689.993408
	Iteration 26Q: 3 clusters Score -458649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -458649.875000 Penalty: 2689.993408
	Iteration 27Q: 3 clusters Score -458649.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -458649.875000 Penalty: 2689.993408
	Iteration 28F: 3 clusters Score -458649.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Entering Unmasked Estep 
Score: -9970857.000000 Penalty: 1835.557617
	Iteration 0F: 2 clusters Score -9970857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -9917475.000000 Penalty: 3671.115234
	Iteration 0F: 3 clusters Score -9917475 nChanged 38210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -9939335.000000 Penalty: 3671.115234
	Iteration 1F: 3 clusters Score -9939335 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -9940015.000000 Penalty: 3671.115234
	Iteration 2Q: 3 clusters Score -9940015 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9965562 nChanged 1123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9966296 nChanged 944
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Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9966847 nChanged 835
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Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9967266 nChanged 745
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Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9968196 nChanged 485
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Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9968363 nChanged 402
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Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9968555 nChanged 356
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Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9968656 nChanged 342
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Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75031 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9969117 nChanged 204
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Mstep: Class 1 contains 75233 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 75714 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9969448 nChanged 65
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Mstep: Class 1 contains 76695 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9969456 nChanged 64
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Entering Unmasked Estep 
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Mstep: Class 1 contains 76823 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9969489 nChanged 64
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Mstep: Class 1 contains 76877 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9969541 nChanged 53
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9969566 nChanged 63
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	Iteration 51Q: 3 clusters Score -9969562 nChanged 57
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9969560 nChanged 55
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	Iteration 53Q: 3 clusters Score -9969554 nChanged 50
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	Iteration 54Q: 3 clusters Score -9969557 nChanged 47
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	Iteration 55Q: 3 clusters Score -9969574 nChanged 40
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	Iteration 56Q: 3 clusters Score -9969593 nChanged 30
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	Iteration 57Q: 3 clusters Score -9969586 nChanged 32
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	Iteration 58Q: 3 clusters Score -9969583 nChanged 25
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	Iteration 59Q: 3 clusters Score -9969583 nChanged 21
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	Iteration 60F: 3 clusters Score -9969591 nChanged 11
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	Iteration 61Q: 3 clusters Score -9969584 nChanged 6
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	Iteration 62Q: 3 clusters Score -9969581 nChanged 9
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	Iteration 63Q: 3 clusters Score -9969584 nChanged 9
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	Iteration 64Q: 3 clusters Score -9969590 nChanged 10
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	Iteration 65Q: 3 clusters Score -9969588 nChanged 12
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	Iteration 66Q: 3 clusters Score -9969596 nChanged 14
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	Iteration 67Q: 3 clusters Score -9969587 nChanged 10
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	Iteration 68Q: 3 clusters Score -9969598 nChanged 6
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	Iteration 69Q: 3 clusters Score -9969598 nChanged 9
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	Iteration 70Q: 3 clusters Score -9969605 nChanged 9
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	Iteration 71Q: 3 clusters Score -9969601 nChanged 7
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	Iteration 72Q: 3 clusters Score -9969605 nChanged 9
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	Iteration 73Q: 3 clusters Score -9969610 nChanged 12
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	Iteration 75Q: 3 clusters Score -9969607 nChanged 6
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	Iteration 76Q: 3 clusters Score -9969613 nChanged 10
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	Iteration 77Q: 3 clusters Score -9969620 nChanged 9
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	Iteration 78Q: 3 clusters Score -9969623 nChanged 7
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	Iteration 79Q: 3 clusters Score -9969624 nChanged 7
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	Iteration 80F: 3 clusters Score -9969624 nChanged 2
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	Iteration 81Q: 3 clusters Score -9969627 nChanged 5
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	Iteration 82Q: 3 clusters Score -9969622 nChanged 5
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	Iteration 83Q: 3 clusters Score -9969630 nChanged 7
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	Iteration 84Q: 3 clusters Score -9969624 nChanged 13
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	Iteration 85Q: 3 clusters Score -9969635 nChanged 13
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	Iteration 86Q: 3 clusters Score -9969633 nChanged 6
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	Iteration 87Q: 3 clusters Score -9969637 nChanged 7
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	Iteration 88Q: 3 clusters Score -9969639 nChanged 14
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	Iteration 89Q: 3 clusters Score -9969634 nChanged 10
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	Iteration 90Q: 3 clusters Score -9969645 nChanged 9
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	Iteration 91Q: 3 clusters Score -9969648 nChanged 7
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	Iteration 92Q: 3 clusters Score -9969657 nChanged 9
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	Iteration 93Q: 3 clusters Score -9969653 nChanged 11
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	Iteration 94Q: 3 clusters Score -9969647 nChanged 5
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	Iteration 95Q: 3 clusters Score -9969651 nChanged 9
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	Iteration 96Q: 3 clusters Score -9969647 nChanged 9
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Entering Unmasked Estep 
Score: -9969652.000000 Penalty: 3671.115234
	Iteration 97Q: 3 clusters Score -9969652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -9969657.000000 Penalty: 3671.115234
	Iteration 98Q: 3 clusters Score -9969657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9969663.000000 Penalty: 3671.115234
	Iteration 99Q: 3 clusters Score -9969663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -9969665.000000 Penalty: 3671.115234
	Iteration 100F: 3 clusters Score -9969665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9969681.000000 Penalty: 3671.115234
	Iteration 101Q: 3 clusters Score -9969681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -9969675.000000 Penalty: 3671.115234
	Iteration 102Q: 3 clusters Score -9969675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9969672.000000 Penalty: 3671.115234
	Iteration 103Q: 3 clusters Score -9969672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9969667.000000 Penalty: 3671.115234
	Iteration 104Q: 3 clusters Score -9969667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9969677.000000 Penalty: 3671.115234
	Iteration 105Q: 3 clusters Score -9969677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9969675.000000 Penalty: 3671.115234
	Iteration 106Q: 3 clusters Score -9969675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -9969668.000000 Penalty: 3671.115234
	Iteration 107Q: 3 clusters Score -9969668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -9969669.000000 Penalty: 3671.115234
	Iteration 108Q: 3 clusters Score -9969669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9969677.000000 Penalty: 3671.115234
	Iteration 109Q: 3 clusters Score -9969677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -9969688.000000 Penalty: 3671.115234
	Iteration 110Q: 3 clusters Score -9969688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -9969690.000000 Penalty: 3671.115234
	Iteration 111Q: 3 clusters Score -9969690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9969682.000000 Penalty: 3671.115234
	Iteration 112Q: 3 clusters Score -9969682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9969682.000000 Penalty: 3671.115234
	Iteration 113Q: 3 clusters Score -9969682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9969693.000000 Penalty: 3671.115234
	Iteration 114Q: 3 clusters Score -9969693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78076 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9969684.000000 Penalty: 3671.115234
	Iteration 115Q: 3 clusters Score -9969684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -9969689.000000 Penalty: 3671.115234
	Iteration 116Q: 3 clusters Score -9969689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78089 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9969691.000000 Penalty: 3671.115234
	Iteration 117Q: 3 clusters Score -9969691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -9969683.000000 Penalty: 3671.115234
	Iteration 118Q: 3 clusters Score -9969683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9969685.000000 Penalty: 3671.115234
	Iteration 119Q: 3 clusters Score -9969685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -9969686.000000 Penalty: 3671.115234
	Iteration 120F: 3 clusters Score -9969686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -9969699.000000 Penalty: 3671.115234
	Iteration 121Q: 3 clusters Score -9969699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9969693.000000 Penalty: 3671.115234
	Iteration 122Q: 3 clusters Score -9969693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78151 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9969693.000000 Penalty: 3671.115234
	Iteration 123Q: 3 clusters Score -9969693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -9969689.000000 Penalty: 3671.115234
	Iteration 124Q: 3 clusters Score -9969689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9969684.000000 Penalty: 3671.115234
	Iteration 125Q: 3 clusters Score -9969684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -9969686.000000 Penalty: 3671.115234
	Iteration 126Q: 3 clusters Score -9969686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78194 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9969681.000000 Penalty: 3671.115234
	Iteration 127Q: 3 clusters Score -9969681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9969685.000000 Penalty: 3671.115234
	Iteration 128Q: 3 clusters Score -9969685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9969694.000000 Penalty: 3671.115234
	Iteration 129Q: 3 clusters Score -9969694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -9969703.000000 Penalty: 3671.115234
	Iteration 130Q: 3 clusters Score -9969703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9969701.000000 Penalty: 3671.115234
	Iteration 131Q: 3 clusters Score -9969701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78231 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9969701.000000 Penalty: 3671.115234
	Iteration 132Q: 3 clusters Score -9969701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9969703.000000 Penalty: 3671.115234
	Iteration 133Q: 3 clusters Score -9969703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78235 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -9969699.000000 Penalty: 3671.115234
	Iteration 134Q: 3 clusters Score -9969699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9969682.000000 Penalty: 3671.115234
	Iteration 135Q: 3 clusters Score -9969682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -9969686.000000 Penalty: 3671.115234
	Iteration 136Q: 3 clusters Score -9969686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -9969685.000000 Penalty: 3671.115234
	Iteration 137Q: 3 clusters Score -9969685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -9969688.000000 Penalty: 3671.115234
	Iteration 138Q: 3 clusters Score -9969688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9969681.000000 Penalty: 3671.115234
	Iteration 139Q: 3 clusters Score -9969681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9969681.000000 Penalty: 3671.115234
	Iteration 140F: 3 clusters Score -9969681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78264 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9969687.000000 Penalty: 3671.115234
	Iteration 141Q: 3 clusters Score -9969687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9969688.000000 Penalty: 3671.115234
	Iteration 142Q: 3 clusters Score -9969688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9969689.000000 Penalty: 3671.115234
	Iteration 143Q: 3 clusters Score -9969689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9969690.000000 Penalty: 3671.115234
	Iteration 144Q: 3 clusters Score -9969690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9969688.000000 Penalty: 3671.115234
	Iteration 145Q: 3 clusters Score -9969688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9969685.000000 Penalty: 3671.115234
	Iteration 146Q: 3 clusters Score -9969685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9969687.000000 Penalty: 3671.115234
	Iteration 147Q: 3 clusters Score -9969687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9969687.000000 Penalty: 3671.115234
	Iteration 148F: 3 clusters Score -9969687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Entering Unmasked Estep 
Score: -11304817.000000 Penalty: 1855.922607
	Iteration 0F: 2 clusters Score -1.130482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -11244864.000000 Penalty: 3711.845215
	Iteration 0F: 3 clusters Score -1.124486e+07 nChanged 43728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -11270283.000000 Penalty: 3711.845215
	Iteration 1F: 3 clusters Score -1.127028e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -11271729.000000 Penalty: 3711.845215
	Iteration 2Q: 3 clusters Score -1.127173e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -11274138.000000 Penalty: 3711.845215
	Iteration 3F: 3 clusters Score -1.127414e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -11278137.000000 Penalty: 3711.845215
	Iteration 4F: 3 clusters Score -1.127814e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -11284366.000000 Penalty: 3711.845215
	Iteration 5F: 3 clusters Score -1.128437e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -11292146.000000 Penalty: 3711.845215
	Iteration 6F: 3 clusters Score -1.129215e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -11298772.000000 Penalty: 3711.845215
	Iteration 7F: 3 clusters Score -1.129877e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -11301873.000000 Penalty: 3711.845215
	Iteration 8Q: 3 clusters Score -1.130187e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11302782.000000 Penalty: 3711.845215
	Iteration 9Q: 3 clusters Score -1.130278e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90028 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11303143.000000 Penalty: 3711.845215
	Iteration 10Q: 3 clusters Score -1.130314e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11303262.000000 Penalty: 3711.845215
	Iteration 11Q: 3 clusters Score -1.130326e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11303303.000000 Penalty: 3711.845215
	Iteration 12Q: 3 clusters Score -1.13033e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11303335.000000 Penalty: 3711.845215
	Iteration 13Q: 3 clusters Score -1.130334e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11303381.000000 Penalty: 3711.845215
	Iteration 14Q: 3 clusters Score -1.130338e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -11303402.000000 Penalty: 3711.845215
	Iteration 15Q: 3 clusters Score -1.13034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11303407.000000 Penalty: 3711.845215
	Iteration 16Q: 3 clusters Score -1.130341e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90662 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11303404.000000 Penalty: 3711.845215
	Iteration 17Q: 3 clusters Score -1.13034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11303419.000000 Penalty: 3711.845215
	Iteration 18Q: 3 clusters Score -1.130342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11303433.000000 Penalty: 3711.845215
	Iteration 19Q: 3 clusters Score -1.130343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11303433.000000 Penalty: 3711.845215
	Iteration 20F: 3 clusters Score -1.130343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11303432.000000 Penalty: 3711.845215
	Iteration 21Q: 3 clusters Score -1.130343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11303436.000000 Penalty: 3711.845215
	Iteration 22Q: 3 clusters Score -1.130344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11303444.000000 Penalty: 3711.845215
	Iteration 23Q: 3 clusters Score -1.130344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90734 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -11303464.000000 Penalty: 3711.845215
	Iteration 24Q: 3 clusters Score -1.130346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11303470.000000 Penalty: 3711.845215
	Iteration 25Q: 3 clusters Score -1.130347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90751 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11303487.000000 Penalty: 3711.845215
	Iteration 26Q: 3 clusters Score -1.130349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11303492.000000 Penalty: 3711.845215
	Iteration 27Q: 3 clusters Score -1.130349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11303484.000000 Penalty: 3711.845215
	Iteration 28Q: 3 clusters Score -1.130348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11303490.000000 Penalty: 3711.845215
	Iteration 29Q: 3 clusters Score -1.130349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11303484.000000 Penalty: 3711.845215
	Iteration 30Q: 3 clusters Score -1.130348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11303492.000000 Penalty: 3711.845215
	Iteration 31Q: 3 clusters Score -1.130349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11303488.000000 Penalty: 3711.845215
	Iteration 32Q: 3 clusters Score -1.130349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11303492.000000 Penalty: 3711.845215
	Iteration 33Q: 3 clusters Score -1.130349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11303492.000000 Penalty: 3711.845215
	Iteration 34F: 3 clusters Score -1.130349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Entering Unmasked Estep 
Score: -1144175.625000 Penalty: 1489.215210
	Iteration 0F: 2 clusters Score -1144176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1137374.875000 Penalty: 2978.430420
	Iteration 0F: 3 clusters Score -1137375 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1139421.375000 Penalty: 2978.430420
	Iteration 1F: 3 clusters Score -1139421 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1139608.375000 Penalty: 2978.430420
	Iteration 2F: 3 clusters Score -1139608 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1139753.375000 Penalty: 2978.430420
	Iteration 3Q: 3 clusters Score -1139753 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1139875.625000 Penalty: 2978.430420
	Iteration 4Q: 3 clusters Score -1139876 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1139993.625000 Penalty: 2978.430420
	Iteration 5Q: 3 clusters Score -1139994 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1140114.000000 Penalty: 2978.430420
	Iteration 6Q: 3 clusters Score -1140114 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1140236.500000 Penalty: 2978.430420
	Iteration 7Q: 3 clusters Score -1140236 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1140397.375000 Penalty: 2978.430420
	Iteration 8Q: 3 clusters Score -1140397 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1140604.875000 Penalty: 2978.430420
	Iteration 9Q: 3 clusters Score -1140605 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1140827.125000 Penalty: 2978.430420
	Iteration 10Q: 3 clusters Score -1140827 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1141067.250000 Penalty: 2978.430420
	Iteration 11Q: 3 clusters Score -1141067 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1141322.250000 Penalty: 2978.430420
	Iteration 12Q: 3 clusters Score -1141322 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1141597.875000 Penalty: 2978.430420
	Iteration 13Q: 3 clusters Score -1141598 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1141871.375000 Penalty: 2978.430420
	Iteration 14Q: 3 clusters Score -1141871 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1142120.000000 Penalty: 2978.430420
	Iteration 15Q: 3 clusters Score -1142120 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1142278.625000 Penalty: 2978.430420
	Iteration 16Q: 3 clusters Score -1142279 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1142419.250000 Penalty: 2978.430420
	Iteration 17Q: 3 clusters Score -1142419 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1142501.500000 Penalty: 2978.430420
	Iteration 18Q: 3 clusters Score -1142502 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1142585.500000 Penalty: 2978.430420
	Iteration 19Q: 3 clusters Score -1142586 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1142655.750000 Penalty: 2978.430420
	Iteration 20F: 3 clusters Score -1142656 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1142702.375000 Penalty: 2978.430420
	Iteration 21Q: 3 clusters Score -1142702 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1142750.250000 Penalty: 2978.430420
	Iteration 22Q: 3 clusters Score -1142750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1142783.125000 Penalty: 2978.430420
	Iteration 23Q: 3 clusters Score -1142783 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1142809.000000 Penalty: 2978.430420
	Iteration 24Q: 3 clusters Score -1142809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1142827.000000 Penalty: 2978.430420
	Iteration 25Q: 3 clusters Score -1142827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1142847.625000 Penalty: 2978.430420
	Iteration 26Q: 3 clusters Score -1142848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1142852.500000 Penalty: 2978.430420
	Iteration 27Q: 3 clusters Score -1142852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1142864.875000 Penalty: 2978.430420
	Iteration 28Q: 3 clusters Score -1142865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1142874.375000 Penalty: 2978.430420
	Iteration 29Q: 3 clusters Score -1142874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1142884.125000 Penalty: 2978.430420
	Iteration 30Q: 3 clusters Score -1142884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1142894.375000 Penalty: 2978.430420
	Iteration 31Q: 3 clusters Score -1142894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1142899.500000 Penalty: 2978.430420
	Iteration 32Q: 3 clusters Score -1142900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1142907.000000 Penalty: 2978.430420
	Iteration 33Q: 3 clusters Score -1142907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1142918.125000 Penalty: 2978.430420
	Iteration 34Q: 3 clusters Score -1142918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1142926.125000 Penalty: 2978.430420
	Iteration 35Q: 3 clusters Score -1142926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1142935.875000 Penalty: 2978.430420
	Iteration 36Q: 3 clusters Score -1142936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1142941.750000 Penalty: 2978.430420
	Iteration 37Q: 3 clusters Score -1142942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1142945.750000 Penalty: 2978.430420
	Iteration 38Q: 3 clusters Score -1142946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1142950.000000 Penalty: 2978.430420
	Iteration 39Q: 3 clusters Score -1142950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1142951.625000 Penalty: 2978.430420
	Iteration 40F: 3 clusters Score -1142952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1142954.000000 Penalty: 2978.430420
	Iteration 41Q: 3 clusters Score -1142954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1142957.500000 Penalty: 2978.430420
	Iteration 42Q: 3 clusters Score -1142958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1142957.500000 Penalty: 2978.430420
	Iteration 43Q: 3 clusters Score -1142958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1142957.500000 Penalty: 2978.430420
	Iteration 44Q: 3 clusters Score -1142958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1142956.125000 Penalty: 2978.430420
	Iteration 45Q: 3 clusters Score -1142956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1142956.125000 Penalty: 2978.430420
	Iteration 46F: 3 clusters Score -1142956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14832.140625 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -14832.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14141.432617 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14141.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14559.415039 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14559.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14744.537109 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14744.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14846.080078 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -14846.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14936.329102 Penalty: 1808.469116
	Iteration 4F: 3 clusters Score -14936.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15112.744141 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -15112.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15168.591797 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -15168.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15187.046875 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -15187.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15192.049805 Penalty: 1808.469116
	Iteration 8Q: 3 clusters Score -15192.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15225.932617 Penalty: 1808.469116
	Iteration 9Q: 3 clusters Score -15225.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15225.932617 Penalty: 1808.469116
	Iteration 10F: 3 clusters Score -15225.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14175 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 71421 members 
Mstep: Class 5 contains 18918 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 80478 members 
Mstep: Class 9 contains 91223 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 31707 members 
Mstep: Class 14 contains 16193 members 
Mstep: Class 15 contains 93963 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54269 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 5483 members 
Mstep: Class 22 contains 88252 members 
Mstep: Class 23 contains 81420 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3228 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 70402 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10017 members 
Mstep: Class 33 contains 111 members 
Mstep: Class 34 contains 52035 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
Score: -102242624.000000 Penalty: 77592.265625
Splitting cluster 11 changes total score from -102243616.000000 to -102242624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Entering Unmasked Estep 
Score: -1132281.750000 Penalty: 1486.642822
	Iteration 0F: 2 clusters Score -1132282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1125493.750000 Penalty: 2973.285645
	Iteration 0F: 3 clusters Score -1125494 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1127681.500000 Penalty: 2973.285645
	Iteration 1F: 3 clusters Score -1127682 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1127979.125000 Penalty: 2973.285645
	Iteration 2F: 3 clusters Score -1127979 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1128266.625000 Penalty: 2973.285645
	Iteration 3F: 3 clusters Score -1128267 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1128597.750000 Penalty: 2973.285645
	Iteration 4F: 3 clusters Score -1128598 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1129067.875000 Penalty: 2973.285645
	Iteration 5F: 3 clusters Score -1129068 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1129626.750000 Penalty: 2973.285645
	Iteration 6F: 3 clusters Score -1129627 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1130261.125000 Penalty: 2973.285645
	Iteration 7F: 3 clusters Score -1130261 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1130750.125000 Penalty: 2973.285645
	Iteration 8F: 3 clusters Score -1130750 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1131057.250000 Penalty: 2973.285645
	Iteration 9Q: 3 clusters Score -1131057 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1131212.375000 Penalty: 2973.285645
	Iteration 10Q: 3 clusters Score -1131212 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1131288.000000 Penalty: 2973.285645
	Iteration 11Q: 3 clusters Score -1131288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1131341.375000 Penalty: 2973.285645
	Iteration 12Q: 3 clusters Score -1131341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1131370.750000 Penalty: 2973.285645
	Iteration 13Q: 3 clusters Score -1131371 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1131391.750000 Penalty: 2973.285645
	Iteration 14Q: 3 clusters Score -1131392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1131413.500000 Penalty: 2973.285645
	Iteration 15Q: 3 clusters Score -1131414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1131430.125000 Penalty: 2973.285645
	Iteration 16Q: 3 clusters Score -1131430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1131438.375000 Penalty: 2973.285645
	Iteration 17Q: 3 clusters Score -1131438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1131448.875000 Penalty: 2973.285645
	Iteration 18Q: 3 clusters Score -1131449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1131458.000000 Penalty: 2973.285645
	Iteration 19Q: 3 clusters Score -1131458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1131463.250000 Penalty: 2973.285645
	Iteration 20F: 3 clusters Score -1131463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1131465.000000 Penalty: 2973.285645
	Iteration 21Q: 3 clusters Score -1131465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1131467.875000 Penalty: 2973.285645
	Iteration 22Q: 3 clusters Score -1131468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1131466.375000 Penalty: 2973.285645
	Iteration 23Q: 3 clusters Score -1131466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1131466.375000 Penalty: 2973.285645
	Iteration 24F: 3 clusters Score -1131466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Entering Unmasked Estep 
Score: -3918258.250000 Penalty: 1684.197632
	Iteration 0F: 2 clusters Score -3918258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3897067.250000 Penalty: 3368.395264
	Iteration 0F: 3 clusters Score -3897067 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3905040.750000 Penalty: 3368.395264
	Iteration 1F: 3 clusters Score -3905041 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3905632.500000 Penalty: 3368.395264
	Iteration 2Q: 3 clusters Score -3905632 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3906298.750000 Penalty: 3368.395264
	Iteration 3Q: 3 clusters Score -3906299 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3907241.500000 Penalty: 3368.395264
	Iteration 4F: 3 clusters Score -3907242 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3908521.750000 Penalty: 3368.395264
	Iteration 5F: 3 clusters Score -3908522 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3910149.750000 Penalty: 3368.395264
	Iteration 6F: 3 clusters Score -3910150 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3911892.750000 Penalty: 3368.395264
	Iteration 7F: 3 clusters Score -3911893 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3913366.000000 Penalty: 3368.395264
	Iteration 8F: 3 clusters Score -3913366 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3914275.000000 Penalty: 3368.395264
	Iteration 9Q: 3 clusters Score -3914275 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3914814.750000 Penalty: 3368.395264
	Iteration 10Q: 3 clusters Score -3914815 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3915116.000000 Penalty: 3368.395264
	Iteration 11Q: 3 clusters Score -3915116 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3915348.750000 Penalty: 3368.395264
	Iteration 12Q: 3 clusters Score -3915349 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3915468.500000 Penalty: 3368.395264
	Iteration 13Q: 3 clusters Score -3915468 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3915595.250000 Penalty: 3368.395264
	Iteration 14Q: 3 clusters Score -3915595 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3915702.250000 Penalty: 3368.395264
	Iteration 15Q: 3 clusters Score -3915702 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3915810.250000 Penalty: 3368.395264
	Iteration 16Q: 3 clusters Score -3915810 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3915915.750000 Penalty: 3368.395264
	Iteration 17Q: 3 clusters Score -3915916 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3916006.750000 Penalty: 3368.395264
	Iteration 18Q: 3 clusters Score -3916007 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3916079.250000 Penalty: 3368.395264
	Iteration 19Q: 3 clusters Score -3916079 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3916167.750000 Penalty: 3368.395264
	Iteration 20F: 3 clusters Score -3916168 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3916222.750000 Penalty: 3368.395264
	Iteration 21Q: 3 clusters Score -3916223 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3916279.250000 Penalty: 3368.395264
	Iteration 22Q: 3 clusters Score -3916279 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3916327.250000 Penalty: 3368.395264
	Iteration 23Q: 3 clusters Score -3916327 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3916373.000000 Penalty: 3368.395264
	Iteration 24Q: 3 clusters Score -3916373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3916399.500000 Penalty: 3368.395264
	Iteration 25Q: 3 clusters Score -3916400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3916437.250000 Penalty: 3368.395264
	Iteration 26Q: 3 clusters Score -3916437 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3916475.750000 Penalty: 3368.395264
	Iteration 27Q: 3 clusters Score -3916476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3916506.000000 Penalty: 3368.395264
	Iteration 28Q: 3 clusters Score -3916506 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3916531.500000 Penalty: 3368.395264
	Iteration 29Q: 3 clusters Score -3916532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3916563.000000 Penalty: 3368.395264
	Iteration 30Q: 3 clusters Score -3916563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3916593.000000 Penalty: 3368.395264
	Iteration 31Q: 3 clusters Score -3916593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3916610.750000 Penalty: 3368.395264
	Iteration 32Q: 3 clusters Score -3916611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3916622.000000 Penalty: 3368.395264
	Iteration 33Q: 3 clusters Score -3916622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3916625.750000 Penalty: 3368.395264
	Iteration 34Q: 3 clusters Score -3916626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3916637.750000 Penalty: 3368.395264
	Iteration 35Q: 3 clusters Score -3916638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3916646.000000 Penalty: 3368.395264
	Iteration 36Q: 3 clusters Score -3916646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3916657.500000 Penalty: 3368.395264
	Iteration 37Q: 3 clusters Score -3916658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3916663.250000 Penalty: 3368.395264
	Iteration 38Q: 3 clusters Score -3916663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3916669.250000 Penalty: 3368.395264
	Iteration 39Q: 3 clusters Score -3916669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3916671.250000 Penalty: 3368.395264
	Iteration 40F: 3 clusters Score -3916671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3916683.500000 Penalty: 3368.395264
	Iteration 41Q: 3 clusters Score -3916684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3916692.500000 Penalty: 3368.395264
	Iteration 42Q: 3 clusters Score -3916692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3916695.500000 Penalty: 3368.395264
	Iteration 43Q: 3 clusters Score -3916696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3916700.750000 Penalty: 3368.395264
	Iteration 44Q: 3 clusters Score -3916701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3916709.000000 Penalty: 3368.395264
	Iteration 45Q: 3 clusters Score -3916709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3916711.750000 Penalty: 3368.395264
	Iteration 46Q: 3 clusters Score -3916712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3916715.000000 Penalty: 3368.395264
	Iteration 47Q: 3 clusters Score -3916715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3916728.500000 Penalty: 3368.395264
	Iteration 48Q: 3 clusters Score -3916728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3916741.000000 Penalty: 3368.395264
	Iteration 49Q: 3 clusters Score -3916741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3916742.500000 Penalty: 3368.395264
	Iteration 50Q: 3 clusters Score -3916742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3916745.250000 Penalty: 3368.395264
	Iteration 51Q: 3 clusters Score -3916745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3916752.750000 Penalty: 3368.395264
	Iteration 52Q: 3 clusters Score -3916753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3916754.750000 Penalty: 3368.395264
	Iteration 53Q: 3 clusters Score -3916755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3916758.250000 Penalty: 3368.395264
	Iteration 54Q: 3 clusters Score -3916758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3916758.000000 Penalty: 3368.395264
	Iteration 55Q: 3 clusters Score -3916758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3916758.000000 Penalty: 3368.395264
	Iteration 56Q: 3 clusters Score -3916758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3916760.250000 Penalty: 3368.395264
	Iteration 57Q: 3 clusters Score -3916760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3916762.750000 Penalty: 3368.395264
	Iteration 58Q: 3 clusters Score -3916763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3916758.750000 Penalty: 3368.395264
	Iteration 59Q: 3 clusters Score -3916759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3916762.250000 Penalty: 3368.395264
	Iteration 60F: 3 clusters Score -3916762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3916771.250000 Penalty: 3368.395264
	Iteration 61Q: 3 clusters Score -3916771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3916772.250000 Penalty: 3368.395264
	Iteration 62Q: 3 clusters Score -3916772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3916776.250000 Penalty: 3368.395264
	Iteration 63Q: 3 clusters Score -3916776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3916775.500000 Penalty: 3368.395264
	Iteration 64Q: 3 clusters Score -3916776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3916779.500000 Penalty: 3368.395264
	Iteration 65Q: 3 clusters Score -3916780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3916781.000000 Penalty: 3368.395264
	Iteration 66Q: 3 clusters Score -3916781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3916780.500000 Penalty: 3368.395264
	Iteration 67Q: 3 clusters Score -3916780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3916785.250000 Penalty: 3368.395264
	Iteration 68Q: 3 clusters Score -3916785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3916784.250000 Penalty: 3368.395264
	Iteration 69Q: 3 clusters Score -3916784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3916786.500000 Penalty: 3368.395264
	Iteration 70Q: 3 clusters Score -3916786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3916790.250000 Penalty: 3368.395264
	Iteration 71Q: 3 clusters Score -3916790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3916791.000000 Penalty: 3368.395264
	Iteration 72Q: 3 clusters Score -3916791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3916790.500000 Penalty: 3368.395264
	Iteration 73Q: 3 clusters Score -3916790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3916790.500000 Penalty: 3368.395264
	Iteration 74Q: 3 clusters Score -3916790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3916792.750000 Penalty: 3368.395264
	Iteration 75Q: 3 clusters Score -3916793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3916791.500000 Penalty: 3368.395264
	Iteration 76Q: 3 clusters Score -3916792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3916791.500000 Penalty: 3368.395264
	Iteration 77F: 3 clusters Score -3916792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Entering Unmasked Estep 
Score: -1971034.500000 Penalty: 1575.004272
	Iteration 0F: 2 clusters Score -1971034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1959838.250000 Penalty: 3150.008545
	Iteration 0F: 3 clusters Score -1959838 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1963693.750000 Penalty: 3150.008545
	Iteration 1F: 3 clusters Score -1963694 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1963936.125000 Penalty: 3150.008545
	Iteration 2Q: 3 clusters Score -1963936 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1964149.250000 Penalty: 3150.008545
	Iteration 3Q: 3 clusters Score -1964149 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1964377.875000 Penalty: 3150.008545
	Iteration 4Q: 3 clusters Score -1964378 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1964684.125000 Penalty: 3150.008545
	Iteration 5Q: 3 clusters Score -1964684 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1965119.500000 Penalty: 3150.008545
	Iteration 6Q: 3 clusters Score -1965120 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1965725.500000 Penalty: 3150.008545
	Iteration 7F: 3 clusters Score -1965726 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1966495.125000 Penalty: 3150.008545
	Iteration 8F: 3 clusters Score -1966495 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1967370.875000 Penalty: 3150.008545
	Iteration 9F: 3 clusters Score -1967371 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1968149.375000 Penalty: 3150.008545
	Iteration 10F: 3 clusters Score -1968149 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1968693.500000 Penalty: 3150.008545
	Iteration 11Q: 3 clusters Score -1968694 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1969061.750000 Penalty: 3150.008545
	Iteration 12Q: 3 clusters Score -1969062 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1969275.250000 Penalty: 3150.008545
	Iteration 13Q: 3 clusters Score -1969275 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1969414.625000 Penalty: 3150.008545
	Iteration 14Q: 3 clusters Score -1969415 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1969496.875000 Penalty: 3150.008545
	Iteration 15Q: 3 clusters Score -1969497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1969545.375000 Penalty: 3150.008545
	Iteration 16Q: 3 clusters Score -1969545 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1969572.875000 Penalty: 3150.008545
	Iteration 17Q: 3 clusters Score -1969573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1969594.250000 Penalty: 3150.008545
	Iteration 18Q: 3 clusters Score -1969594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1969611.875000 Penalty: 3150.008545
	Iteration 19Q: 3 clusters Score -1969612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1969625.750000 Penalty: 3150.008545
	Iteration 20F: 3 clusters Score -1969626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1969631.500000 Penalty: 3150.008545
	Iteration 21Q: 3 clusters Score -1969632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1969635.750000 Penalty: 3150.008545
	Iteration 22Q: 3 clusters Score -1969636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1969647.250000 Penalty: 3150.008545
	Iteration 23Q: 3 clusters Score -1969647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1969661.125000 Penalty: 3150.008545
	Iteration 24Q: 3 clusters Score -1969661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1969666.750000 Penalty: 3150.008545
	Iteration 25Q: 3 clusters Score -1969667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1969669.125000 Penalty: 3150.008545
	Iteration 26Q: 3 clusters Score -1969669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1969670.750000 Penalty: 3150.008545
	Iteration 27Q: 3 clusters Score -1969671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1969671.875000 Penalty: 3150.008545
	Iteration 28Q: 3 clusters Score -1969672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1969671.625000 Penalty: 3150.008545
	Iteration 29Q: 3 clusters Score -1969672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1969673.750000 Penalty: 3150.008545
	Iteration 30Q: 3 clusters Score -1969674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1969675.500000 Penalty: 3150.008545
	Iteration 31Q: 3 clusters Score -1969676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1969675.500000 Penalty: 3150.008545
	Iteration 32F: 3 clusters Score -1969676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Entering Unmasked Estep 
Score: -11800317.000000 Penalty: 1860.731567
	Iteration 0F: 2 clusters Score -1.180032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -11740335.000000 Penalty: 3721.463135
	Iteration 0F: 3 clusters Score -1.174034e+07 nChanged 44839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -11766089.000000 Penalty: 3721.463135
	Iteration 1F: 3 clusters Score -1.176609e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -11766805.000000 Penalty: 3721.463135
	Iteration 2Q: 3 clusters Score -1.17668e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -11767900.000000 Penalty: 3721.463135
	Iteration 3Q: 3 clusters Score -1.17679e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -11769622.000000 Penalty: 3721.463135
	Iteration 4Q: 3 clusters Score -1.176962e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -11772631.000000 Penalty: 3721.463135
	Iteration 5F: 3 clusters Score -1.177263e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -11777509.000000 Penalty: 3721.463135
	Iteration 6F: 3 clusters Score -1.177751e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -11782997.000000 Penalty: 3721.463135
	Iteration 7F: 3 clusters Score -1.1783e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -11786012.000000 Penalty: 3721.463135
	Iteration 8F: 3 clusters Score -1.178601e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -11787162.000000 Penalty: 3721.463135
	Iteration 9Q: 3 clusters Score -1.178716e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -11787938.000000 Penalty: 3721.463135
	Iteration 10Q: 3 clusters Score -1.178794e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -11788748.000000 Penalty: 3721.463135
	Iteration 11Q: 3 clusters Score -1.178875e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -11789488.000000 Penalty: 3721.463135
	Iteration 12Q: 3 clusters Score -1.178949e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -11790477.000000 Penalty: 3721.463135
	Iteration 13Q: 3 clusters Score -1.179048e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -11791467.000000 Penalty: 3721.463135
	Iteration 14Q: 3 clusters Score -1.179147e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -11792426.000000 Penalty: 3721.463135
	Iteration 15Q: 3 clusters Score -1.179243e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -11793216.000000 Penalty: 3721.463135
	Iteration 16Q: 3 clusters Score -1.179322e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -11793886.000000 Penalty: 3721.463135
	Iteration 17Q: 3 clusters Score -1.179389e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -11794354.000000 Penalty: 3721.463135
	Iteration 18Q: 3 clusters Score -1.179435e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -11794652.000000 Penalty: 3721.463135
	Iteration 19Q: 3 clusters Score -1.179465e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -11794879.000000 Penalty: 3721.463135
	Iteration 20F: 3 clusters Score -1.179488e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -11795093.000000 Penalty: 3721.463135
	Iteration 21Q: 3 clusters Score -1.179509e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -11795363.000000 Penalty: 3721.463135
	Iteration 22Q: 3 clusters Score -1.179536e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -11795482.000000 Penalty: 3721.463135
	Iteration 23Q: 3 clusters Score -1.179548e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -11795582.000000 Penalty: 3721.463135
	Iteration 24Q: 3 clusters Score -1.179558e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -11795681.000000 Penalty: 3721.463135
	Iteration 25Q: 3 clusters Score -1.179568e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -11795775.000000 Penalty: 3721.463135
	Iteration 26Q: 3 clusters Score -1.179578e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -11795892.000000 Penalty: 3721.463135
	Iteration 27Q: 3 clusters Score -1.179589e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -11795984.000000 Penalty: 3721.463135
	Iteration 28Q: 3 clusters Score -1.179598e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -11796056.000000 Penalty: 3721.463135
	Iteration 29Q: 3 clusters Score -1.179606e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -11796130.000000 Penalty: 3721.463135
	Iteration 30Q: 3 clusters Score -1.179613e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -11796217.000000 Penalty: 3721.463135
	Iteration 31Q: 3 clusters Score -1.179622e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -11796233.000000 Penalty: 3721.463135
	Iteration 32Q: 3 clusters Score -1.179623e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -11796274.000000 Penalty: 3721.463135
	Iteration 33Q: 3 clusters Score -1.179627e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -11796317.000000 Penalty: 3721.463135
	Iteration 34Q: 3 clusters Score -1.179632e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -11796334.000000 Penalty: 3721.463135
	Iteration 35Q: 3 clusters Score -1.179633e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -11796389.000000 Penalty: 3721.463135
	Iteration 36Q: 3 clusters Score -1.179639e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -11796416.000000 Penalty: 3721.463135
	Iteration 37Q: 3 clusters Score -1.179642e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -11796435.000000 Penalty: 3721.463135
	Iteration 38Q: 3 clusters Score -1.179644e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -11796461.000000 Penalty: 3721.463135
	Iteration 39Q: 3 clusters Score -1.179646e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -11796452.000000 Penalty: 3721.463135
	Iteration 40F: 3 clusters Score -1.179645e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -11796465.000000 Penalty: 3721.463135
	Iteration 41Q: 3 clusters Score -1.179646e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -11796442.000000 Penalty: 3721.463135
	Iteration 42Q: 3 clusters Score -1.179644e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -11796459.000000 Penalty: 3721.463135
	Iteration 43Q: 3 clusters Score -1.179646e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -11796473.000000 Penalty: 3721.463135
	Iteration 44Q: 3 clusters Score -1.179647e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -11796519.000000 Penalty: 3721.463135
	Iteration 45Q: 3 clusters Score -1.179652e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -11796546.000000 Penalty: 3721.463135
	Iteration 46Q: 3 clusters Score -1.179655e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -11796565.000000 Penalty: 3721.463135
	Iteration 47Q: 3 clusters Score -1.179656e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -11796579.000000 Penalty: 3721.463135
	Iteration 48Q: 3 clusters Score -1.179658e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -11796562.000000 Penalty: 3721.463135
	Iteration 49Q: 3 clusters Score -1.179656e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -11796561.000000 Penalty: 3721.463135
	Iteration 50Q: 3 clusters Score -1.179656e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -11796562.000000 Penalty: 3721.463135
	Iteration 51Q: 3 clusters Score -1.179656e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -11796593.000000 Penalty: 3721.463135
	Iteration 52Q: 3 clusters Score -1.179659e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -11796610.000000 Penalty: 3721.463135
	Iteration 53Q: 3 clusters Score -1.179661e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -11796600.000000 Penalty: 3721.463135
	Iteration 54Q: 3 clusters Score -1.17966e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -11796607.000000 Penalty: 3721.463135
	Iteration 55Q: 3 clusters Score -1.179661e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -11796605.000000 Penalty: 3721.463135
	Iteration 56Q: 3 clusters Score -1.17966e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -11796635.000000 Penalty: 3721.463135
	Iteration 57Q: 3 clusters Score -1.179664e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -11796644.000000 Penalty: 3721.463135
	Iteration 58Q: 3 clusters Score -1.179664e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -11796634.000000 Penalty: 3721.463135
	Iteration 59Q: 3 clusters Score -1.179663e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -11796647.000000 Penalty: 3721.463135
	Iteration 60F: 3 clusters Score -1.179665e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -11796638.000000 Penalty: 3721.463135
	Iteration 61Q: 3 clusters Score -1.179664e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -11796646.000000 Penalty: 3721.463135
	Iteration 62Q: 3 clusters Score -1.179665e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -11796635.000000 Penalty: 3721.463135
	Iteration 63Q: 3 clusters Score -1.179664e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -11796647.000000 Penalty: 3721.463135
	Iteration 64Q: 3 clusters Score -1.179665e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -11796634.000000 Penalty: 3721.463135
	Iteration 65Q: 3 clusters Score -1.179663e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -11796667.000000 Penalty: 3721.463135
	Iteration 66Q: 3 clusters Score -1.179667e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -11796653.000000 Penalty: 3721.463135
	Iteration 67Q: 3 clusters Score -1.179665e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -11796635.000000 Penalty: 3721.463135
	Iteration 68Q: 3 clusters Score -1.179664e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -11796657.000000 Penalty: 3721.463135
	Iteration 69Q: 3 clusters Score -1.179666e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -11796651.000000 Penalty: 3721.463135
	Iteration 70Q: 3 clusters Score -1.179665e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -11796649.000000 Penalty: 3721.463135
	Iteration 71Q: 3 clusters Score -1.179665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -11796656.000000 Penalty: 3721.463135
	Iteration 72Q: 3 clusters Score -1.179666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -11796651.000000 Penalty: 3721.463135
	Iteration 73Q: 3 clusters Score -1.179665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -11796658.000000 Penalty: 3721.463135
	Iteration 74Q: 3 clusters Score -1.179666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -11796659.000000 Penalty: 3721.463135
	Iteration 75Q: 3 clusters Score -1.179666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -11796653.000000 Penalty: 3721.463135
	Iteration 76Q: 3 clusters Score -1.179665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -11796664.000000 Penalty: 3721.463135
	Iteration 77Q: 3 clusters Score -1.179666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -11796652.000000 Penalty: 3721.463135
	Iteration 78Q: 3 clusters Score -1.179665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -11796670.000000 Penalty: 3721.463135
	Iteration 79Q: 3 clusters Score -1.179667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -11796670.000000 Penalty: 3721.463135
	Iteration 80F: 3 clusters Score -1.179667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -11796673.000000 Penalty: 3721.463135
	Iteration 81Q: 3 clusters Score -1.179667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -11796660.000000 Penalty: 3721.463135
	Iteration 82Q: 3 clusters Score -1.179666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -11796660.000000 Penalty: 3721.463135
	Iteration 83Q: 3 clusters Score -1.179666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -11796676.000000 Penalty: 3721.463135
	Iteration 84Q: 3 clusters Score -1.179668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -11796673.000000 Penalty: 3721.463135
	Iteration 85Q: 3 clusters Score -1.179667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -11796671.000000 Penalty: 3721.463135
	Iteration 86Q: 3 clusters Score -1.179667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -11796674.000000 Penalty: 3721.463135
	Iteration 87Q: 3 clusters Score -1.179667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -11796670.000000 Penalty: 3721.463135
	Iteration 88Q: 3 clusters Score -1.179667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -11796661.000000 Penalty: 3721.463135
	Iteration 89Q: 3 clusters Score -1.179666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -11796661.000000 Penalty: 3721.463135
	Iteration 90Q: 3 clusters Score -1.179666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -11796665.000000 Penalty: 3721.463135
	Iteration 91Q: 3 clusters Score -1.179666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -11796665.000000 Penalty: 3721.463135
	Iteration 92F: 3 clusters Score -1.179666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -162280.484375 Penalty: 1183.783447
	Iteration 0F: 2 clusters Score -162280.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -160546.843750 Penalty: 2367.566895
	Iteration 0F: 3 clusters Score -160546.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160925.687500 Penalty: 2367.566895
	Iteration 1F: 3 clusters Score -160925.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161049.234375 Penalty: 2367.566895
	Iteration 2F: 3 clusters Score -161049.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -161102.156250 Penalty: 2367.566895
	Iteration 3Q: 3 clusters Score -161102.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -161132.593750 Penalty: 2367.566895
	Iteration 4Q: 3 clusters Score -161132.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -161149.328125 Penalty: 2367.566895
	Iteration 5Q: 3 clusters Score -161149.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -161170.718750 Penalty: 2367.566895
	Iteration 6Q: 3 clusters Score -161170.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -161185.828125 Penalty: 2367.566895
	Iteration 7Q: 3 clusters Score -161185.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -161192.265625 Penalty: 2367.566895
	Iteration 8Q: 3 clusters Score -161192.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -161197.484375 Penalty: 2367.566895
	Iteration 9Q: 3 clusters Score -161197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -161201.734375 Penalty: 2367.566895
	Iteration 10Q: 3 clusters Score -161201.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -161205.250000 Penalty: 2367.566895
	Iteration 11Q: 3 clusters Score -161205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -161209.062500 Penalty: 2367.566895
	Iteration 12Q: 3 clusters Score -161209.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -161212.843750 Penalty: 2367.566895
	Iteration 13Q: 3 clusters Score -161212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -161216.812500 Penalty: 2367.566895
	Iteration 14Q: 3 clusters Score -161216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -161219.718750 Penalty: 2367.566895
	Iteration 15Q: 3 clusters Score -161219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -161230.328125 Penalty: 2367.566895
	Iteration 16Q: 3 clusters Score -161230.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -161233.687500 Penalty: 2367.566895
	Iteration 17Q: 3 clusters Score -161233.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -161236.359375 Penalty: 2367.566895
	Iteration 18Q: 3 clusters Score -161236.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -161237.546875 Penalty: 2367.566895
	Iteration 19Q: 3 clusters Score -161237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -161238.984375 Penalty: 2367.566895
	Iteration 20F: 3 clusters Score -161239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Entering Unmasked Estep 
Score: -1501482.250000 Penalty: 1531.110962
	Iteration 0F: 2 clusters Score -1501482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1492944.500000 Penalty: 3062.221924
	Iteration 0F: 3 clusters Score -1492944 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1495767.500000 Penalty: 3062.221924
	Iteration 1F: 3 clusters Score -1495768 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1496069.000000 Penalty: 3062.221924
	Iteration 2F: 3 clusters Score -1496069 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1496333.000000 Penalty: 3062.221924
	Iteration 3Q: 3 clusters Score -1496333 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1496567.375000 Penalty: 3062.221924
	Iteration 4Q: 3 clusters Score -1496567 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1496753.625000 Penalty: 3062.221924
	Iteration 5Q: 3 clusters Score -1496754 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1496927.500000 Penalty: 3062.221924
	Iteration 6Q: 3 clusters Score -1496928 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1497108.875000 Penalty: 3062.221924
	Iteration 7Q: 3 clusters Score -1497109 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1497337.500000 Penalty: 3062.221924
	Iteration 8Q: 3 clusters Score -1497338 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1497575.750000 Penalty: 3062.221924
	Iteration 9Q: 3 clusters Score -1497576 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1497855.625000 Penalty: 3062.221924
	Iteration 10Q: 3 clusters Score -1497856 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1498141.500000 Penalty: 3062.221924
	Iteration 11Q: 3 clusters Score -1498142 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1498434.750000 Penalty: 3062.221924
	Iteration 12Q: 3 clusters Score -1498435 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1498677.750000 Penalty: 3062.221924
	Iteration 13Q: 3 clusters Score -1498678 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1498860.375000 Penalty: 3062.221924
	Iteration 14Q: 3 clusters Score -1498860 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1498973.500000 Penalty: 3062.221924
	Iteration 15Q: 3 clusters Score -1498974 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1499049.500000 Penalty: 3062.221924
	Iteration 16Q: 3 clusters Score -1499050 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1499097.750000 Penalty: 3062.221924
	Iteration 17Q: 3 clusters Score -1499098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1499135.625000 Penalty: 3062.221924
	Iteration 18Q: 3 clusters Score -1499136 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1499165.625000 Penalty: 3062.221924
	Iteration 19Q: 3 clusters Score -1499166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1499192.125000 Penalty: 3062.221924
	Iteration 20F: 3 clusters Score -1499192 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1499225.875000 Penalty: 3062.221924
	Iteration 21Q: 3 clusters Score -1499226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1499243.375000 Penalty: 3062.221924
	Iteration 22Q: 3 clusters Score -1499243 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1499266.500000 Penalty: 3062.221924
	Iteration 23Q: 3 clusters Score -1499266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1499278.500000 Penalty: 3062.221924
	Iteration 24Q: 3 clusters Score -1499278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1499286.250000 Penalty: 3062.221924
	Iteration 25Q: 3 clusters Score -1499286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1499299.750000 Penalty: 3062.221924
	Iteration 26Q: 3 clusters Score -1499300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1499326.750000 Penalty: 3062.221924
	Iteration 27Q: 3 clusters Score -1499327 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1499345.375000 Penalty: 3062.221924
	Iteration 28Q: 3 clusters Score -1499345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1499362.125000 Penalty: 3062.221924
	Iteration 29Q: 3 clusters Score -1499362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1499382.250000 Penalty: 3062.221924
	Iteration 30Q: 3 clusters Score -1499382 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1499409.375000 Penalty: 3062.221924
	Iteration 31Q: 3 clusters Score -1499409 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1499427.250000 Penalty: 3062.221924
	Iteration 32Q: 3 clusters Score -1499427 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1499450.125000 Penalty: 3062.221924
	Iteration 33Q: 3 clusters Score -1499450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1499476.375000 Penalty: 3062.221924
	Iteration 34Q: 3 clusters Score -1499476 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1499505.625000 Penalty: 3062.221924
	Iteration 35Q: 3 clusters Score -1499506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1499526.000000 Penalty: 3062.221924
	Iteration 36Q: 3 clusters Score -1499526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1499546.125000 Penalty: 3062.221924
	Iteration 37Q: 3 clusters Score -1499546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1499564.125000 Penalty: 3062.221924
	Iteration 38Q: 3 clusters Score -1499564 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1499587.875000 Penalty: 3062.221924
	Iteration 39Q: 3 clusters Score -1499588 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1499610.500000 Penalty: 3062.221924
	Iteration 40F: 3 clusters Score -1499610 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1499637.625000 Penalty: 3062.221924
	Iteration 41Q: 3 clusters Score -1499638 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1499663.500000 Penalty: 3062.221924
	Iteration 42Q: 3 clusters Score -1499664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1499692.750000 Penalty: 3062.221924
	Iteration 43Q: 3 clusters Score -1499693 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1499716.375000 Penalty: 3062.221924
	Iteration 44Q: 3 clusters Score -1499716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1499730.500000 Penalty: 3062.221924
	Iteration 45Q: 3 clusters Score -1499730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1499756.875000 Penalty: 3062.221924
	Iteration 46Q: 3 clusters Score -1499757 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1499785.875000 Penalty: 3062.221924
	Iteration 47Q: 3 clusters Score -1499786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1499812.500000 Penalty: 3062.221924
	Iteration 48Q: 3 clusters Score -1499812 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1499841.625000 Penalty: 3062.221924
	Iteration 49Q: 3 clusters Score -1499842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1499868.375000 Penalty: 3062.221924
	Iteration 50Q: 3 clusters Score -1499868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1499903.000000 Penalty: 3062.221924
	Iteration 51Q: 3 clusters Score -1499903 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1499925.125000 Penalty: 3062.221924
	Iteration 52Q: 3 clusters Score -1499925 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1499953.875000 Penalty: 3062.221924
	Iteration 53Q: 3 clusters Score -1499954 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1499983.500000 Penalty: 3062.221924
	Iteration 54Q: 3 clusters Score -1499984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1500009.375000 Penalty: 3062.221924
	Iteration 55Q: 3 clusters Score -1500009 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1500041.625000 Penalty: 3062.221924
	Iteration 56Q: 3 clusters Score -1500042 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1500059.000000 Penalty: 3062.221924
	Iteration 57Q: 3 clusters Score -1500059 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1500085.375000 Penalty: 3062.221924
	Iteration 58Q: 3 clusters Score -1500085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1500112.875000 Penalty: 3062.221924
	Iteration 59Q: 3 clusters Score -1500113 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1500136.750000 Penalty: 3062.221924
	Iteration 60F: 3 clusters Score -1500137 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1500156.125000 Penalty: 3062.221924
	Iteration 61Q: 3 clusters Score -1500156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1500173.375000 Penalty: 3062.221924
	Iteration 62Q: 3 clusters Score -1500173 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1500187.375000 Penalty: 3062.221924
	Iteration 63Q: 3 clusters Score -1500187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1500205.000000 Penalty: 3062.221924
	Iteration 64Q: 3 clusters Score -1500205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1500212.500000 Penalty: 3062.221924
	Iteration 65Q: 3 clusters Score -1500212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1500227.000000 Penalty: 3062.221924
	Iteration 66Q: 3 clusters Score -1500227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1500238.125000 Penalty: 3062.221924
	Iteration 67Q: 3 clusters Score -1500238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1500243.750000 Penalty: 3062.221924
	Iteration 68Q: 3 clusters Score -1500244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1500252.375000 Penalty: 3062.221924
	Iteration 69Q: 3 clusters Score -1500252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1500260.750000 Penalty: 3062.221924
	Iteration 70Q: 3 clusters Score -1500261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1500266.500000 Penalty: 3062.221924
	Iteration 71Q: 3 clusters Score -1500266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1500269.875000 Penalty: 3062.221924
	Iteration 72Q: 3 clusters Score -1500270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1500272.500000 Penalty: 3062.221924
	Iteration 73Q: 3 clusters Score -1500272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1500271.750000 Penalty: 3062.221924
	Iteration 74Q: 3 clusters Score -1500272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1500274.250000 Penalty: 3062.221924
	Iteration 75Q: 3 clusters Score -1500274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1500275.125000 Penalty: 3062.221924
	Iteration 76Q: 3 clusters Score -1500275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1500282.875000 Penalty: 3062.221924
	Iteration 77Q: 3 clusters Score -1500283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1500286.125000 Penalty: 3062.221924
	Iteration 78Q: 3 clusters Score -1500286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1500287.500000 Penalty: 3062.221924
	Iteration 79Q: 3 clusters Score -1500288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1500294.125000 Penalty: 3062.221924
	Iteration 80F: 3 clusters Score -1500294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1500291.625000 Penalty: 3062.221924
	Iteration 81Q: 3 clusters Score -1500292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1500295.750000 Penalty: 3062.221924
	Iteration 82Q: 3 clusters Score -1500296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1500294.125000 Penalty: 3062.221924
	Iteration 83Q: 3 clusters Score -1500294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1500294.750000 Penalty: 3062.221924
	Iteration 84Q: 3 clusters Score -1500295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1500298.500000 Penalty: 3062.221924
	Iteration 85Q: 3 clusters Score -1500298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1500300.625000 Penalty: 3062.221924
	Iteration 86Q: 3 clusters Score -1500301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1500299.500000 Penalty: 3062.221924
	Iteration 87Q: 3 clusters Score -1500300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1500299.500000 Penalty: 3062.221924
	Iteration 88F: 3 clusters Score -1500300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -208531.812500 Penalty: 1219.731812
	Iteration 0F: 2 clusters Score -208531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206591.843750 Penalty: 2439.463623
	Iteration 0F: 3 clusters Score -206591.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -207301.078125 Penalty: 2439.463623
	Iteration 1F: 3 clusters Score -207301.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -207689.531250 Penalty: 2439.463623
	Iteration 2F: 3 clusters Score -207689.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -207913.484375 Penalty: 2439.463623
	Iteration 3F: 3 clusters Score -207913.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -208068.953125 Penalty: 2439.463623
	Iteration 4F: 3 clusters Score -208069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -208170.968750 Penalty: 2439.463623
	Iteration 5Q: 3 clusters Score -208171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -208231.343750 Penalty: 2439.463623
	Iteration 6Q: 3 clusters Score -208231.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -208261.750000 Penalty: 2439.463623
	Iteration 7Q: 3 clusters Score -208261.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -208290.703125 Penalty: 2439.463623
	Iteration 8Q: 3 clusters Score -208290.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -208320.984375 Penalty: 2439.463623
	Iteration 9Q: 3 clusters Score -208321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -208332.609375 Penalty: 2439.463623
	Iteration 10Q: 3 clusters Score -208332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -208339.531250 Penalty: 2439.463623
	Iteration 11Q: 3 clusters Score -208339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -208344.625000 Penalty: 2439.463623
	Iteration 12Q: 3 clusters Score -208344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -208349.312500 Penalty: 2439.463623
	Iteration 13Q: 3 clusters Score -208349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -208351.078125 Penalty: 2439.463623
	Iteration 14Q: 3 clusters Score -208351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -208351.796875 Penalty: 2439.463623
	Iteration 15Q: 3 clusters Score -208351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -208351.890625 Penalty: 2439.463623
	Iteration 16Q: 3 clusters Score -208351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -208351.890625 Penalty: 2439.463623
	Iteration 17F: 3 clusters Score -208351.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Entering Unmasked Estep 
Score: -6903681.000000 Penalty: 1771.527588
	Iteration 0F: 2 clusters Score -6903681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -6868462.000000 Penalty: 3543.055176
	Iteration 0F: 3 clusters Score -6868462 nChanged 25643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -6883231.000000 Penalty: 3543.055176
	Iteration 1F: 3 clusters Score -6883231 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -6884275.000000 Penalty: 3543.055176
	Iteration 2Q: 3 clusters Score -6884275 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -6885816.000000 Penalty: 3543.055176
	Iteration 3F: 3 clusters Score -6885816 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -6887956.000000 Penalty: 3543.055176
	Iteration 4F: 3 clusters Score -6887956 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -6890944.000000 Penalty: 3543.055176
	Iteration 5F: 3 clusters Score -6890944 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -6894301.500000 Penalty: 3543.055176
	Iteration 6F: 3 clusters Score -6894302 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -6896951.000000 Penalty: 3543.055176
	Iteration 7F: 3 clusters Score -6896951 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -6898284.000000 Penalty: 3543.055176
	Iteration 8Q: 3 clusters Score -6898284 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -6898866.000000 Penalty: 3543.055176
	Iteration 9Q: 3 clusters Score -6898866 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -6899193.500000 Penalty: 3543.055176
	Iteration 10Q: 3 clusters Score -6899194 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -6899464.000000 Penalty: 3543.055176
	Iteration 11Q: 3 clusters Score -6899464 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -6899685.000000 Penalty: 3543.055176
	Iteration 12Q: 3 clusters Score -6899685 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -6899923.000000 Penalty: 3543.055176
	Iteration 13Q: 3 clusters Score -6899923 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -6900070.500000 Penalty: 3543.055176
	Iteration 14Q: 3 clusters Score -6900070 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -6900212.000000 Penalty: 3543.055176
	Iteration 15Q: 3 clusters Score -6900212 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -6900329.000000 Penalty: 3543.055176
	Iteration 16Q: 3 clusters Score -6900329 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -6900440.000000 Penalty: 3543.055176
	Iteration 17Q: 3 clusters Score -6900440 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -6900557.000000 Penalty: 3543.055176
	Iteration 18Q: 3 clusters Score -6900557 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -6900736.000000 Penalty: 3543.055176
	Iteration 19Q: 3 clusters Score -6900736 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -6900869.500000 Penalty: 3543.055176
	Iteration 20F: 3 clusters Score -6900870 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -6900947.500000 Penalty: 3543.055176
	Iteration 21Q: 3 clusters Score -6900948 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -6901074.000000 Penalty: 3543.055176
	Iteration 22Q: 3 clusters Score -6901074 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -6901154.000000 Penalty: 3543.055176
	Iteration 23Q: 3 clusters Score -6901154 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -6901215.500000 Penalty: 3543.055176
	Iteration 24Q: 3 clusters Score -6901216 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -6901307.500000 Penalty: 3543.055176
	Iteration 25Q: 3 clusters Score -6901308 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -6901378.500000 Penalty: 3543.055176
	Iteration 26Q: 3 clusters Score -6901378 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -6901433.500000 Penalty: 3543.055176
	Iteration 27Q: 3 clusters Score -6901434 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -6901475.000000 Penalty: 3543.055176
	Iteration 28Q: 3 clusters Score -6901475 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -6901497.500000 Penalty: 3543.055176
	Iteration 29Q: 3 clusters Score -6901498 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -6901511.000000 Penalty: 3543.055176
	Iteration 30Q: 3 clusters Score -6901511 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6901553.000000 Penalty: 3543.055176
	Iteration 31Q: 3 clusters Score -6901553 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -6901625.000000 Penalty: 3543.055176
	Iteration 32Q: 3 clusters Score -6901625 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -6901687.000000 Penalty: 3543.055176
	Iteration 33Q: 3 clusters Score -6901687 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -6901735.000000 Penalty: 3543.055176
	Iteration 34Q: 3 clusters Score -6901735 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -6901759.000000 Penalty: 3543.055176
	Iteration 35Q: 3 clusters Score -6901759 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -6901815.500000 Penalty: 3543.055176
	Iteration 36Q: 3 clusters Score -6901816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -6901870.500000 Penalty: 3543.055176
	Iteration 37Q: 3 clusters Score -6901870 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -6901889.000000 Penalty: 3543.055176
	Iteration 38Q: 3 clusters Score -6901889 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6901893.500000 Penalty: 3543.055176
	Iteration 39Q: 3 clusters Score -6901894 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6901911.500000 Penalty: 3543.055176
	Iteration 40F: 3 clusters Score -6901912 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -6901896.000000 Penalty: 3543.055176
	Iteration 41Q: 3 clusters Score -6901896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -6901900.500000 Penalty: 3543.055176
	Iteration 42Q: 3 clusters Score -6901900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -6901923.500000 Penalty: 3543.055176
	Iteration 43Q: 3 clusters Score -6901924 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -6901917.500000 Penalty: 3543.055176
	Iteration 44Q: 3 clusters Score -6901918 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -6901945.000000 Penalty: 3543.055176
	Iteration 45Q: 3 clusters Score -6901945 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -6901982.000000 Penalty: 3543.055176
	Iteration 46Q: 3 clusters Score -6901982 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -6901959.000000 Penalty: 3543.055176
	Iteration 47Q: 3 clusters Score -6901959 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -6901961.500000 Penalty: 3543.055176
	Iteration 48Q: 3 clusters Score -6901962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -6901986.500000 Penalty: 3543.055176
	Iteration 49Q: 3 clusters Score -6901986 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -6902015.500000 Penalty: 3543.055176
	Iteration 50Q: 3 clusters Score -6902016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -6902032.000000 Penalty: 3543.055176
	Iteration 51Q: 3 clusters Score -6902032 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -6902046.000000 Penalty: 3543.055176
	Iteration 52Q: 3 clusters Score -6902046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -6902051.500000 Penalty: 3543.055176
	Iteration 53Q: 3 clusters Score -6902052 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -6902045.500000 Penalty: 3543.055176
	Iteration 54Q: 3 clusters Score -6902046 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -6902067.000000 Penalty: 3543.055176
	Iteration 55Q: 3 clusters Score -6902067 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -6902101.000000 Penalty: 3543.055176
	Iteration 56Q: 3 clusters Score -6902101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -6902105.500000 Penalty: 3543.055176
	Iteration 57Q: 3 clusters Score -6902106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -6902120.000000 Penalty: 3543.055176
	Iteration 58Q: 3 clusters Score -6902120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -6902115.500000 Penalty: 3543.055176
	Iteration 59Q: 3 clusters Score -6902116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -6902120.000000 Penalty: 3543.055176
	Iteration 60F: 3 clusters Score -6902120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -6902121.000000 Penalty: 3543.055176
	Iteration 61Q: 3 clusters Score -6902121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -6902133.500000 Penalty: 3543.055176
	Iteration 62Q: 3 clusters Score -6902134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -6902128.500000 Penalty: 3543.055176
	Iteration 63Q: 3 clusters Score -6902128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -6902147.500000 Penalty: 3543.055176
	Iteration 64Q: 3 clusters Score -6902148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -6902152.000000 Penalty: 3543.055176
	Iteration 65Q: 3 clusters Score -6902152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -6902157.000000 Penalty: 3543.055176
	Iteration 66Q: 3 clusters Score -6902157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -6902164.000000 Penalty: 3543.055176
	Iteration 67Q: 3 clusters Score -6902164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -6902170.500000 Penalty: 3543.055176
	Iteration 68Q: 3 clusters Score -6902170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -6902167.000000 Penalty: 3543.055176
	Iteration 69Q: 3 clusters Score -6902167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -6902173.000000 Penalty: 3543.055176
	Iteration 70Q: 3 clusters Score -6902173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -6902171.000000 Penalty: 3543.055176
	Iteration 71Q: 3 clusters Score -6902171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -6902173.500000 Penalty: 3543.055176
	Iteration 72Q: 3 clusters Score -6902174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -6902175.000000 Penalty: 3543.055176
	Iteration 73Q: 3 clusters Score -6902175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -6902176.000000 Penalty: 3543.055176
	Iteration 74Q: 3 clusters Score -6902176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -6902182.000000 Penalty: 3543.055176
	Iteration 75Q: 3 clusters Score -6902182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -6902185.000000 Penalty: 3543.055176
	Iteration 76Q: 3 clusters Score -6902185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -6902184.500000 Penalty: 3543.055176
	Iteration 77Q: 3 clusters Score -6902184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -6902190.500000 Penalty: 3543.055176
	Iteration 78Q: 3 clusters Score -6902190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -6902192.000000 Penalty: 3543.055176
	Iteration 79Q: 3 clusters Score -6902192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -6902187.000000 Penalty: 3543.055176
	Iteration 80F: 3 clusters Score -6902187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -6902188.000000 Penalty: 3543.055176
	Iteration 81Q: 3 clusters Score -6902188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -6902188.000000 Penalty: 3543.055176
	Iteration 82Q: 3 clusters Score -6902188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -6902189.000000 Penalty: 3543.055176
	Iteration 83Q: 3 clusters Score -6902189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -6902189.000000 Penalty: 3543.055176
	Iteration 84F: 3 clusters Score -6902189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -401654.968750 Penalty: 1320.030029
	Iteration 0F: 2 clusters Score -401655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -398672.625000 Penalty: 2640.060059
	Iteration 0F: 3 clusters Score -398672.6 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -399392.343750 Penalty: 2640.060059
	Iteration 1F: 3 clusters Score -399392.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -399565.843750 Penalty: 2640.060059
	Iteration 2F: 3 clusters Score -399565.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -399669.375000 Penalty: 2640.060059
	Iteration 3F: 3 clusters Score -399669.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -399750.875000 Penalty: 2640.060059
	Iteration 4Q: 3 clusters Score -399750.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -399807.843750 Penalty: 2640.060059
	Iteration 5Q: 3 clusters Score -399807.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -399849.375000 Penalty: 2640.060059
	Iteration 6Q: 3 clusters Score -399849.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -399905.062500 Penalty: 2640.060059
	Iteration 7Q: 3 clusters Score -399905.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -399947.468750 Penalty: 2640.060059
	Iteration 8Q: 3 clusters Score -399947.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -399980.531250 Penalty: 2640.060059
	Iteration 9Q: 3 clusters Score -399980.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -400007.062500 Penalty: 2640.060059
	Iteration 10Q: 3 clusters Score -400007.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -400032.468750 Penalty: 2640.060059
	Iteration 11Q: 3 clusters Score -400032.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -400060.031250 Penalty: 2640.060059
	Iteration 12Q: 3 clusters Score -400060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -400092.593750 Penalty: 2640.060059
	Iteration 13Q: 3 clusters Score -400092.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -400128.468750 Penalty: 2640.060059
	Iteration 14Q: 3 clusters Score -400128.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -400160.531250 Penalty: 2640.060059
	Iteration 15Q: 3 clusters Score -400160.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -400190.218750 Penalty: 2640.060059
	Iteration 16Q: 3 clusters Score -400190.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -400214.687500 Penalty: 2640.060059
	Iteration 17Q: 3 clusters Score -400214.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -400236.031250 Penalty: 2640.060059
	Iteration 18Q: 3 clusters Score -400236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -400252.812500 Penalty: 2640.060059
	Iteration 19Q: 3 clusters Score -400252.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -400266.531250 Penalty: 2640.060059
	Iteration 20F: 3 clusters Score -400266.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -400280.500000 Penalty: 2640.060059
	Iteration 21Q: 3 clusters Score -400280.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -400291.562500 Penalty: 2640.060059
	Iteration 22Q: 3 clusters Score -400291.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -400299.812500 Penalty: 2640.060059
	Iteration 23Q: 3 clusters Score -400299.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -400307.031250 Penalty: 2640.060059
	Iteration 24Q: 3 clusters Score -400307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -400313.843750 Penalty: 2640.060059
	Iteration 25Q: 3 clusters Score -400313.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -400319.343750 Penalty: 2640.060059
	Iteration 26Q: 3 clusters Score -400319.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -400324.468750 Penalty: 2640.060059
	Iteration 27Q: 3 clusters Score -400324.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -400330.593750 Penalty: 2640.060059
	Iteration 28Q: 3 clusters Score -400330.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -400334.250000 Penalty: 2640.060059
	Iteration 29Q: 3 clusters Score -400334.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -400341.375000 Penalty: 2640.060059
	Iteration 30Q: 3 clusters Score -400341.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -400347.593750 Penalty: 2640.060059
	Iteration 31Q: 3 clusters Score -400347.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -400352.906250 Penalty: 2640.060059
	Iteration 32Q: 3 clusters Score -400352.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -400356.968750 Penalty: 2640.060059
	Iteration 33Q: 3 clusters Score -400357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -400361.062500 Penalty: 2640.060059
	Iteration 34Q: 3 clusters Score -400361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -400363.437500 Penalty: 2640.060059
	Iteration 35Q: 3 clusters Score -400363.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -400365.125000 Penalty: 2640.060059
	Iteration 36Q: 3 clusters Score -400365.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -400368.593750 Penalty: 2640.060059
	Iteration 37Q: 3 clusters Score -400368.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -400369.968750 Penalty: 2640.060059
	Iteration 38Q: 3 clusters Score -400370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -400372.093750 Penalty: 2640.060059
	Iteration 39Q: 3 clusters Score -400372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -400373.468750 Penalty: 2640.060059
	Iteration 40F: 3 clusters Score -400373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -400375.718750 Penalty: 2640.060059
	Iteration 41Q: 3 clusters Score -400375.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -400376.000000 Penalty: 2640.060059
	Iteration 42Q: 3 clusters Score -400376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -400376.562500 Penalty: 2640.060059
	Iteration 43Q: 3 clusters Score -400376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -400377.875000 Penalty: 2640.060059
	Iteration 44Q: 3 clusters Score -400377.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -400377.875000 Penalty: 2640.060059
	Iteration 45F: 3 clusters Score -400377.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -666536.500000 Penalty: 1399.028687
	Iteration 0F: 2 clusters Score -666536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -662198.437500 Penalty: 2798.057373
	Iteration 0F: 3 clusters Score -662198.4 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -663431.687500 Penalty: 2798.057373
	Iteration 1F: 3 clusters Score -663431.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -663663.937500 Penalty: 2798.057373
	Iteration 2F: 3 clusters Score -663663.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -663824.750000 Penalty: 2798.057373
	Iteration 3F: 3 clusters Score -663824.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -663966.750000 Penalty: 2798.057373
	Iteration 4F: 3 clusters Score -663966.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -664110.562500 Penalty: 2798.057373
	Iteration 5Q: 3 clusters Score -664110.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -664274.625000 Penalty: 2798.057373
	Iteration 6Q: 3 clusters Score -664274.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -664416.562500 Penalty: 2798.057373
	Iteration 7Q: 3 clusters Score -664416.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -664572.000000 Penalty: 2798.057373
	Iteration 8Q: 3 clusters Score -664572 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -664732.500000 Penalty: 2798.057373
	Iteration 9Q: 3 clusters Score -664732.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -664867.125000 Penalty: 2798.057373
	Iteration 10Q: 3 clusters Score -664867.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -664980.062500 Penalty: 2798.057373
	Iteration 11Q: 3 clusters Score -664980.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -665073.750000 Penalty: 2798.057373
	Iteration 12Q: 3 clusters Score -665073.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -665169.937500 Penalty: 2798.057373
	Iteration 13Q: 3 clusters Score -665169.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -665255.750000 Penalty: 2798.057373
	Iteration 14Q: 3 clusters Score -665255.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -665333.812500 Penalty: 2798.057373
	Iteration 15Q: 3 clusters Score -665333.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -665445.312500 Penalty: 2798.057373
	Iteration 16Q: 3 clusters Score -665445.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -665529.750000 Penalty: 2798.057373
	Iteration 17Q: 3 clusters Score -665529.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -665567.187500 Penalty: 2798.057373
	Iteration 18Q: 3 clusters Score -665567.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -665589.250000 Penalty: 2798.057373
	Iteration 19Q: 3 clusters Score -665589.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -665602.875000 Penalty: 2798.057373
	Iteration 20F: 3 clusters Score -665602.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -665607.250000 Penalty: 2798.057373
	Iteration 21Q: 3 clusters Score -665607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -665610.312500 Penalty: 2798.057373
	Iteration 22Q: 3 clusters Score -665610.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -665615.187500 Penalty: 2798.057373
	Iteration 23Q: 3 clusters Score -665615.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -665620.125000 Penalty: 2798.057373
	Iteration 24Q: 3 clusters Score -665620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -665623.812500 Penalty: 2798.057373
	Iteration 25Q: 3 clusters Score -665623.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -665622.875000 Penalty: 2798.057373
	Iteration 26Q: 3 clusters Score -665622.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -665622.562500 Penalty: 2798.057373
	Iteration 27Q: 3 clusters Score -665622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -665623.562500 Penalty: 2798.057373
	Iteration 28Q: 3 clusters Score -665623.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -665624.375000 Penalty: 2798.057373
	Iteration 29Q: 3 clusters Score -665624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -665623.625000 Penalty: 2798.057373
	Iteration 30Q: 3 clusters Score -665623.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -665624.062500 Penalty: 2798.057373
	Iteration 31Q: 3 clusters Score -665624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -665624.875000 Penalty: 2798.057373
	Iteration 32Q: 3 clusters Score -665624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -665625.562500 Penalty: 2798.057373
	Iteration 33Q: 3 clusters Score -665625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -665627.562500 Penalty: 2798.057373
	Iteration 34Q: 3 clusters Score -665627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -665627.500000 Penalty: 2798.057373
	Iteration 35Q: 3 clusters Score -665627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -665627.500000 Penalty: 2798.057373
	Iteration 36F: 3 clusters Score -665627.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Entering Unmasked Estep 
Score: -11061221.000000 Penalty: 1850.542236
	Iteration 0F: 2 clusters Score -1.106122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -11005147.000000 Penalty: 3701.084473
	Iteration 0F: 3 clusters Score -1.100515e+07 nChanged 42242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -11030170.000000 Penalty: 3701.084473
	Iteration 1F: 3 clusters Score -1.103017e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -11031022.000000 Penalty: 3701.084473
	Iteration 2Q: 3 clusters Score -1.103102e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -11032409.000000 Penalty: 3701.084473
	Iteration 3Q: 3 clusters Score -1.103241e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -11034888.000000 Penalty: 3701.084473
	Iteration 4F: 3 clusters Score -1.103489e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -11039047.000000 Penalty: 3701.084473
	Iteration 5F: 3 clusters Score -1.103905e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -11044808.000000 Penalty: 3701.084473
	Iteration 6F: 3 clusters Score -1.104481e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -11050747.000000 Penalty: 3701.084473
	Iteration 7F: 3 clusters Score -1.105075e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 81192 members 
Entering Unmasked Estep 
Score: -11055494.000000 Penalty: 3701.084473
	Iteration 8F: 3 clusters Score -1.105549e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 84299 members 
Entering Unmasked Estep 
Score: -11057612.000000 Penalty: 3701.084473
	Iteration 9Q: 3 clusters Score -1.105761e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -11058714.000000 Penalty: 3701.084473
	Iteration 10Q: 3 clusters Score -1.105871e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 86901 members 
Entering Unmasked Estep 
Score: -11059152.000000 Penalty: 3701.084473
	Iteration 11Q: 3 clusters Score -1.105915e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
Score: -11059373.000000 Penalty: 3701.084473
	Iteration 12Q: 3 clusters Score -1.105937e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -11059474.000000 Penalty: 3701.084473
	Iteration 13Q: 3 clusters Score -1.105947e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -11059558.000000 Penalty: 3701.084473
	Iteration 14Q: 3 clusters Score -1.105956e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -11059617.000000 Penalty: 3701.084473
	Iteration 15Q: 3 clusters Score -1.105962e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 87832 members 
Entering Unmasked Estep 
Score: -11059669.000000 Penalty: 3701.084473
	Iteration 16Q: 3 clusters Score -1.105967e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 87860 members 
Entering Unmasked Estep 
Score: -11059686.000000 Penalty: 3701.084473
	Iteration 17Q: 3 clusters Score -1.105969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -11059699.000000 Penalty: 3701.084473
	Iteration 18Q: 3 clusters Score -1.10597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -11059694.000000 Penalty: 3701.084473
	Iteration 19Q: 3 clusters Score -1.105969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -11059702.000000 Penalty: 3701.084473
	Iteration 20F: 3 clusters Score -1.10597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
Score: -11059713.000000 Penalty: 3701.084473
	Iteration 21Q: 3 clusters Score -1.105971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 87904 members 
Entering Unmasked Estep 
Score: -11059710.000000 Penalty: 3701.084473
	Iteration 22Q: 3 clusters Score -1.105971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -11059712.000000 Penalty: 3701.084473
	Iteration 23Q: 3 clusters Score -1.105971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -11059724.000000 Penalty: 3701.084473
	Iteration 24Q: 3 clusters Score -1.105972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -11059730.000000 Penalty: 3701.084473
	Iteration 25Q: 3 clusters Score -1.105973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 87926 members 
Entering Unmasked Estep 
Score: -11059731.000000 Penalty: 3701.084473
	Iteration 26Q: 3 clusters Score -1.105973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 87934 members 
Entering Unmasked Estep 
Score: -11059730.000000 Penalty: 3701.084473
	Iteration 27Q: 3 clusters Score -1.105973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -11059740.000000 Penalty: 3701.084473
	Iteration 28Q: 3 clusters Score -1.105974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -11059749.000000 Penalty: 3701.084473
	Iteration 29Q: 3 clusters Score -1.105975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -11059750.000000 Penalty: 3701.084473
	Iteration 30Q: 3 clusters Score -1.105975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -11059750.000000 Penalty: 3701.084473
	Iteration 31Q: 3 clusters Score -1.105975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -11059750.000000 Penalty: 3701.084473
	Iteration 32F: 3 clusters Score -1.105975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (81420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Entering Unmasked Estep 
Score: -10195635.000000 Penalty: 1837.448608
	Iteration 0F: 2 clusters Score -1.019564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -10141674.000000 Penalty: 3674.897217
	Iteration 0F: 3 clusters Score -1.014167e+07 nChanged 38798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -10163999.000000 Penalty: 3674.897217
	Iteration 1F: 3 clusters Score -1.0164e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -10164707.000000 Penalty: 3674.897217
	Iteration 2Q: 3 clusters Score -1.016471e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -10165694.000000 Penalty: 3674.897217
	Iteration 3Q: 3 clusters Score -1.016569e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -10167196.000000 Penalty: 3674.897217
	Iteration 4Q: 3 clusters Score -1.01672e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -10169413.000000 Penalty: 3674.897217
	Iteration 5Q: 3 clusters Score -1.016941e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -10172474.000000 Penalty: 3674.897217
	Iteration 6F: 3 clusters Score -1.017247e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -10176122.000000 Penalty: 3674.897217
	Iteration 7F: 3 clusters Score -1.017612e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -10179903.000000 Penalty: 3674.897217
	Iteration 8F: 3 clusters Score -1.01799e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -10183183.000000 Penalty: 3674.897217
	Iteration 9F: 3 clusters Score -1.018318e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -10185650.000000 Penalty: 3674.897217
	Iteration 10Q: 3 clusters Score -1.018565e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -10187208.000000 Penalty: 3674.897217
	Iteration 11Q: 3 clusters Score -1.018721e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -10188194.000000 Penalty: 3674.897217
	Iteration 12Q: 3 clusters Score -1.018819e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -10188878.000000 Penalty: 3674.897217
	Iteration 13Q: 3 clusters Score -1.018888e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -10189425.000000 Penalty: 3674.897217
	Iteration 14Q: 3 clusters Score -1.018942e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -10189867.000000 Penalty: 3674.897217
	Iteration 15Q: 3 clusters Score -1.018987e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -10190271.000000 Penalty: 3674.897217
	Iteration 16Q: 3 clusters Score -1.019027e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -10190582.000000 Penalty: 3674.897217
	Iteration 17Q: 3 clusters Score -1.019058e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -10190955.000000 Penalty: 3674.897217
	Iteration 18Q: 3 clusters Score -1.019096e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -10191304.000000 Penalty: 3674.897217
	Iteration 19Q: 3 clusters Score -1.01913e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -10191695.000000 Penalty: 3674.897217
	Iteration 20F: 3 clusters Score -1.01917e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -10192020.000000 Penalty: 3674.897217
	Iteration 21Q: 3 clusters Score -1.019202e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -10192257.000000 Penalty: 3674.897217
	Iteration 22Q: 3 clusters Score -1.019226e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -10192517.000000 Penalty: 3674.897217
	Iteration 23Q: 3 clusters Score -1.019252e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -10192782.000000 Penalty: 3674.897217
	Iteration 24Q: 3 clusters Score -1.019278e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -10192973.000000 Penalty: 3674.897217
	Iteration 25Q: 3 clusters Score -1.019297e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -10193231.000000 Penalty: 3674.897217
	Iteration 26Q: 3 clusters Score -1.019323e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -10193433.000000 Penalty: 3674.897217
	Iteration 27Q: 3 clusters Score -1.019343e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -10193602.000000 Penalty: 3674.897217
	Iteration 28Q: 3 clusters Score -1.01936e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -10193681.000000 Penalty: 3674.897217
	Iteration 29Q: 3 clusters Score -1.019368e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -10193776.000000 Penalty: 3674.897217
	Iteration 30Q: 3 clusters Score -1.019378e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -10193829.000000 Penalty: 3674.897217
	Iteration 31Q: 3 clusters Score -1.019383e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -10193896.000000 Penalty: 3674.897217
	Iteration 32Q: 3 clusters Score -1.01939e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -10193967.000000 Penalty: 3674.897217
	Iteration 33Q: 3 clusters Score -1.019397e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -10194037.000000 Penalty: 3674.897217
	Iteration 34Q: 3 clusters Score -1.019404e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -10194052.000000 Penalty: 3674.897217
	Iteration 35Q: 3 clusters Score -1.019405e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -10194080.000000 Penalty: 3674.897217
	Iteration 36Q: 3 clusters Score -1.019408e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -10194130.000000 Penalty: 3674.897217
	Iteration 37Q: 3 clusters Score -1.019413e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79539 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -10194161.000000 Penalty: 3674.897217
	Iteration 38Q: 3 clusters Score -1.019416e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -10194176.000000 Penalty: 3674.897217
	Iteration 39Q: 3 clusters Score -1.019418e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79722 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10194192.000000 Penalty: 3674.897217
	Iteration 40F: 3 clusters Score -1.019419e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10194210.000000 Penalty: 3674.897217
	Iteration 41Q: 3 clusters Score -1.019421e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79812 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -10194222.000000 Penalty: 3674.897217
	Iteration 42Q: 3 clusters Score -1.019422e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10194226.000000 Penalty: 3674.897217
	Iteration 43Q: 3 clusters Score -1.019423e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -10194249.000000 Penalty: 3674.897217
	Iteration 44Q: 3 clusters Score -1.019425e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -10194281.000000 Penalty: 3674.897217
	Iteration 45Q: 3 clusters Score -1.019428e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -10194271.000000 Penalty: 3674.897217
	Iteration 46Q: 3 clusters Score -1.019427e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -10194267.000000 Penalty: 3674.897217
	Iteration 47Q: 3 clusters Score -1.019427e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10194282.000000 Penalty: 3674.897217
	Iteration 48Q: 3 clusters Score -1.019428e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10194292.000000 Penalty: 3674.897217
	Iteration 49Q: 3 clusters Score -1.019429e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10194278.000000 Penalty: 3674.897217
	Iteration 50Q: 3 clusters Score -1.019428e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10194304.000000 Penalty: 3674.897217
	Iteration 51Q: 3 clusters Score -1.01943e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80163 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10194297.000000 Penalty: 3674.897217
	Iteration 52Q: 3 clusters Score -1.01943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10194284.000000 Penalty: 3674.897217
	Iteration 53Q: 3 clusters Score -1.019428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10194290.000000 Penalty: 3674.897217
	Iteration 54Q: 3 clusters Score -1.019429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10194285.000000 Penalty: 3674.897217
	Iteration 55Q: 3 clusters Score -1.019428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10194287.000000 Penalty: 3674.897217
	Iteration 56Q: 3 clusters Score -1.019429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -10194285.000000 Penalty: 3674.897217
	Iteration 57Q: 3 clusters Score -1.019428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80221 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10194287.000000 Penalty: 3674.897217
	Iteration 58Q: 3 clusters Score -1.019429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10194290.000000 Penalty: 3674.897217
	Iteration 59Q: 3 clusters Score -1.019429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10194276.000000 Penalty: 3674.897217
	Iteration 60F: 3 clusters Score -1.019428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -10194275.000000 Penalty: 3674.897217
	Iteration 61Q: 3 clusters Score -1.019428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80271 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10194263.000000 Penalty: 3674.897217
	Iteration 62Q: 3 clusters Score -1.019426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10194272.000000 Penalty: 3674.897217
	Iteration 63Q: 3 clusters Score -1.019427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10194293.000000 Penalty: 3674.897217
	Iteration 64Q: 3 clusters Score -1.019429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10194277.000000 Penalty: 3674.897217
	Iteration 65Q: 3 clusters Score -1.019428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10194269.000000 Penalty: 3674.897217
	Iteration 66Q: 3 clusters Score -1.019427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10194272.000000 Penalty: 3674.897217
	Iteration 67Q: 3 clusters Score -1.019427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10194274.000000 Penalty: 3674.897217
	Iteration 68Q: 3 clusters Score -1.019427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10194280.000000 Penalty: 3674.897217
	Iteration 69Q: 3 clusters Score -1.019428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10194295.000000 Penalty: 3674.897217
	Iteration 70Q: 3 clusters Score -1.01943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10194305.000000 Penalty: 3674.897217
	Iteration 71Q: 3 clusters Score -1.01943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10194292.000000 Penalty: 3674.897217
	Iteration 72Q: 3 clusters Score -1.019429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10194293.000000 Penalty: 3674.897217
	Iteration 73Q: 3 clusters Score -1.019429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10194295.000000 Penalty: 3674.897217
	Iteration 74Q: 3 clusters Score -1.01943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10194291.000000 Penalty: 3674.897217
	Iteration 75Q: 3 clusters Score -1.019429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10194297.000000 Penalty: 3674.897217
	Iteration 76Q: 3 clusters Score -1.01943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10194297.000000 Penalty: 3674.897217
	Iteration 77Q: 3 clusters Score -1.01943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10194294.000000 Penalty: 3674.897217
	Iteration 78Q: 3 clusters Score -1.019429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10194295.000000 Penalty: 3674.897217
	Iteration 79Q: 3 clusters Score -1.01943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10194291.000000 Penalty: 3674.897217
	Iteration 80F: 3 clusters Score -1.019429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -235048.421875 Penalty: 1241.207275
	Iteration 0F: 2 clusters Score -235048.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -232908.234375 Penalty: 2482.414551
	Iteration 0F: 3 clusters Score -232908.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -233459.250000 Penalty: 2482.414551
	Iteration 1F: 3 clusters Score -233459.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -233727.125000 Penalty: 2482.414551
	Iteration 2F: 3 clusters Score -233727.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -233899.375000 Penalty: 2482.414551
	Iteration 3F: 3 clusters Score -233899.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -234010.406250 Penalty: 2482.414551
	Iteration 4F: 3 clusters Score -234010.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -234079.078125 Penalty: 2482.414551
	Iteration 5Q: 3 clusters Score -234079.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -234128.468750 Penalty: 2482.414551
	Iteration 6Q: 3 clusters Score -234128.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -234159.796875 Penalty: 2482.414551
	Iteration 7Q: 3 clusters Score -234159.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -234179.734375 Penalty: 2482.414551
	Iteration 8Q: 3 clusters Score -234179.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -234191.640625 Penalty: 2482.414551
	Iteration 9Q: 3 clusters Score -234191.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -234202.390625 Penalty: 2482.414551
	Iteration 10Q: 3 clusters Score -234202.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -234210.078125 Penalty: 2482.414551
	Iteration 11Q: 3 clusters Score -234210.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -234214.453125 Penalty: 2482.414551
	Iteration 12Q: 3 clusters Score -234214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -234215.953125 Penalty: 2482.414551
	Iteration 13Q: 3 clusters Score -234216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -234216.828125 Penalty: 2482.414551
	Iteration 14Q: 3 clusters Score -234216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -234216.828125 Penalty: 2482.414551
	Iteration 15F: 3 clusters Score -234216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Entering Unmasked Estep 
Score: -375623.281250 Penalty: 1312.937988
	Iteration 0F: 2 clusters Score -375623.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -372777.312500 Penalty: 2625.875977
	Iteration 0F: 3 clusters Score -372777.3 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -373678.937500 Penalty: 2625.875977
	Iteration 1F: 3 clusters Score -373678.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -374007.937500 Penalty: 2625.875977
	Iteration 2F: 3 clusters Score -374007.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -374295.187500 Penalty: 2625.875977
	Iteration 3F: 3 clusters Score -374295.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -374553.281250 Penalty: 2625.875977
	Iteration 4F: 3 clusters Score -374553.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -374772.218750 Penalty: 2625.875977
	Iteration 5F: 3 clusters Score -374772.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -374927.968750 Penalty: 2625.875977
	Iteration 6Q: 3 clusters Score -374928 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -375035.687500 Penalty: 2625.875977
	Iteration 7Q: 3 clusters Score -375035.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -375104.812500 Penalty: 2625.875977
	Iteration 8Q: 3 clusters Score -375104.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -375150.218750 Penalty: 2625.875977
	Iteration 9Q: 3 clusters Score -375150.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -375177.218750 Penalty: 2625.875977
	Iteration 10Q: 3 clusters Score -375177.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -375195.968750 Penalty: 2625.875977
	Iteration 11Q: 3 clusters Score -375196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -375208.968750 Penalty: 2625.875977
	Iteration 12Q: 3 clusters Score -375209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -375221.750000 Penalty: 2625.875977
	Iteration 13Q: 3 clusters Score -375221.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -375232.500000 Penalty: 2625.875977
	Iteration 14Q: 3 clusters Score -375232.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -375239.000000 Penalty: 2625.875977
	Iteration 15Q: 3 clusters Score -375239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -375243.625000 Penalty: 2625.875977
	Iteration 16Q: 3 clusters Score -375243.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -375249.468750 Penalty: 2625.875977
	Iteration 17Q: 3 clusters Score -375249.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -375255.031250 Penalty: 2625.875977
	Iteration 18Q: 3 clusters Score -375255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -375257.406250 Penalty: 2625.875977
	Iteration 19Q: 3 clusters Score -375257.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -375263.500000 Penalty: 2625.875977
	Iteration 20F: 3 clusters Score -375263.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -375267.468750 Penalty: 2625.875977
	Iteration 21Q: 3 clusters Score -375267.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -375276.281250 Penalty: 2625.875977
	Iteration 22Q: 3 clusters Score -375276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -375283.843750 Penalty: 2625.875977
	Iteration 23Q: 3 clusters Score -375283.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -375289.718750 Penalty: 2625.875977
	Iteration 24Q: 3 clusters Score -375289.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -375294.531250 Penalty: 2625.875977
	Iteration 25Q: 3 clusters Score -375294.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -375296.406250 Penalty: 2625.875977
	Iteration 26Q: 3 clusters Score -375296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -375298.781250 Penalty: 2625.875977
	Iteration 27Q: 3 clusters Score -375298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -375301.250000 Penalty: 2625.875977
	Iteration 28Q: 3 clusters Score -375301.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -375305.625000 Penalty: 2625.875977
	Iteration 29Q: 3 clusters Score -375305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -375309.500000 Penalty: 2625.875977
	Iteration 30Q: 3 clusters Score -375309.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -375312.062500 Penalty: 2625.875977
	Iteration 31Q: 3 clusters Score -375312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -375315.000000 Penalty: 2625.875977
	Iteration 32Q: 3 clusters Score -375315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -375320.781250 Penalty: 2625.875977
	Iteration 33Q: 3 clusters Score -375320.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -375325.593750 Penalty: 2625.875977
	Iteration 34Q: 3 clusters Score -375325.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -375334.312500 Penalty: 2625.875977
	Iteration 35Q: 3 clusters Score -375334.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -375343.656250 Penalty: 2625.875977
	Iteration 36Q: 3 clusters Score -375343.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -375353.562500 Penalty: 2625.875977
	Iteration 37Q: 3 clusters Score -375353.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -375361.218750 Penalty: 2625.875977
	Iteration 38Q: 3 clusters Score -375361.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -375367.406250 Penalty: 2625.875977
	Iteration 39Q: 3 clusters Score -375367.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -375387.312500 Penalty: 2625.875977
	Iteration 40F: 3 clusters Score -375387.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -375411.437500 Penalty: 2625.875977
	Iteration 41Q: 3 clusters Score -375411.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -375426.562500 Penalty: 2625.875977
	Iteration 42Q: 3 clusters Score -375426.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -375438.968750 Penalty: 2625.875977
	Iteration 43Q: 3 clusters Score -375439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -375446.937500 Penalty: 2625.875977
	Iteration 44Q: 3 clusters Score -375446.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -375450.281250 Penalty: 2625.875977
	Iteration 45Q: 3 clusters Score -375450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -375451.218750 Penalty: 2625.875977
	Iteration 46Q: 3 clusters Score -375451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -375452.843750 Penalty: 2625.875977
	Iteration 47Q: 3 clusters Score -375452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -375453.781250 Penalty: 2625.875977
	Iteration 48Q: 3 clusters Score -375453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -375454.375000 Penalty: 2625.875977
	Iteration 49Q: 3 clusters Score -375454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -375454.781250 Penalty: 2625.875977
	Iteration 50Q: 3 clusters Score -375454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -375454.500000 Penalty: 2625.875977
	Iteration 51Q: 3 clusters Score -375454.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -375454.500000 Penalty: 2625.875977
	Iteration 52F: 3 clusters Score -375454.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Entering Unmasked Estep 
Score: -650406.750000 Penalty: 1397.898682
	Iteration 0F: 2 clusters Score -650406.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -646106.937500 Penalty: 2795.797363
	Iteration 0F: 3 clusters Score -646106.9 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -647259.187500 Penalty: 2795.797363
	Iteration 1F: 3 clusters Score -647259.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -647430.437500 Penalty: 2795.797363
	Iteration 2F: 3 clusters Score -647430.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -647577.437500 Penalty: 2795.797363
	Iteration 3F: 3 clusters Score -647577.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -647716.625000 Penalty: 2795.797363
	Iteration 4Q: 3 clusters Score -647716.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -647847.437500 Penalty: 2795.797363
	Iteration 5Q: 3 clusters Score -647847.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -647989.937500 Penalty: 2795.797363
	Iteration 6Q: 3 clusters Score -647989.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -648155.937500 Penalty: 2795.797363
	Iteration 7Q: 3 clusters Score -648155.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -648368.750000 Penalty: 2795.797363
	Iteration 8Q: 3 clusters Score -648368.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -648612.562500 Penalty: 2795.797363
	Iteration 9F: 3 clusters Score -648612.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -648870.937500 Penalty: 2795.797363
	Iteration 10Q: 3 clusters Score -648870.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -649092.125000 Penalty: 2795.797363
	Iteration 11Q: 3 clusters Score -649092.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -649276.750000 Penalty: 2795.797363
	Iteration 12Q: 3 clusters Score -649276.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -649454.625000 Penalty: 2795.797363
	Iteration 13Q: 3 clusters Score -649454.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -649583.812500 Penalty: 2795.797363
	Iteration 14Q: 3 clusters Score -649583.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -649654.687500 Penalty: 2795.797363
	Iteration 15Q: 3 clusters Score -649654.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -649696.312500 Penalty: 2795.797363
	Iteration 16Q: 3 clusters Score -649696.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -649725.875000 Penalty: 2795.797363
	Iteration 17Q: 3 clusters Score -649725.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -649746.562500 Penalty: 2795.797363
	Iteration 18Q: 3 clusters Score -649746.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -649761.687500 Penalty: 2795.797363
	Iteration 19Q: 3 clusters Score -649761.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -649768.125000 Penalty: 2795.797363
	Iteration 20F: 3 clusters Score -649768.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -649769.625000 Penalty: 2795.797363
	Iteration 21Q: 3 clusters Score -649769.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -649773.687500 Penalty: 2795.797363
	Iteration 22Q: 3 clusters Score -649773.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -649774.812500 Penalty: 2795.797363
	Iteration 23Q: 3 clusters Score -649774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -649775.750000 Penalty: 2795.797363
	Iteration 24Q: 3 clusters Score -649775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -649775.687500 Penalty: 2795.797363
	Iteration 25Q: 3 clusters Score -649775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -649777.812500 Penalty: 2795.797363
	Iteration 26Q: 3 clusters Score -649777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -649780.375000 Penalty: 2795.797363
	Iteration 27Q: 3 clusters Score -649780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -649783.812500 Penalty: 2795.797363
	Iteration 28Q: 3 clusters Score -649783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -649787.750000 Penalty: 2795.797363
	Iteration 29Q: 3 clusters Score -649787.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -649788.625000 Penalty: 2795.797363
	Iteration 30Q: 3 clusters Score -649788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -649790.750000 Penalty: 2795.797363
	Iteration 31Q: 3 clusters Score -649790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -649793.437500 Penalty: 2795.797363
	Iteration 32Q: 3 clusters Score -649793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -649793.937500 Penalty: 2795.797363
	Iteration 33Q: 3 clusters Score -649793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -649793.937500 Penalty: 2795.797363
	Iteration 34Q: 3 clusters Score -649793.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -649793.937500 Penalty: 2795.797363
	Iteration 35F: 3 clusters Score -649793.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (70402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Entering Unmasked Estep 
Score: -8875099.000000 Penalty: 1813.821289
	Iteration 0F: 2 clusters Score -8875099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -8830149.000000 Penalty: 3627.642578
	Iteration 0F: 3 clusters Score -8830149 nChanged 33323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -8848858.000000 Penalty: 3627.642578
	Iteration 1F: 3 clusters Score -8848858 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -8849235.000000 Penalty: 3627.642578
	Iteration 2Q: 3 clusters Score -8849235 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -8849506.000000 Penalty: 3627.642578
	Iteration 3Q: 3 clusters Score -8849506 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -8849837.000000 Penalty: 3627.642578
	Iteration 4Q: 3 clusters Score -8849837 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -8850138.000000 Penalty: 3627.642578
	Iteration 5Q: 3 clusters Score -8850138 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -8850440.000000 Penalty: 3627.642578
	Iteration 6Q: 3 clusters Score -8850440 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -8850891.000000 Penalty: 3627.642578
	Iteration 7Q: 3 clusters Score -8850891 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -8851521.000000 Penalty: 3627.642578
	Iteration 8Q: 3 clusters Score -8851521 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -8852453.000000 Penalty: 3627.642578
	Iteration 9Q: 3 clusters Score -8852453 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -8853974.000000 Penalty: 3627.642578
	Iteration 10Q: 3 clusters Score -8853974 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -8856364.000000 Penalty: 3627.642578
	Iteration 11F: 3 clusters Score -8856364 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -8859701.000000 Penalty: 3627.642578
	Iteration 12F: 3 clusters Score -8859701 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -8863255.000000 Penalty: 3627.642578
	Iteration 13F: 3 clusters Score -8863255 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -8866034.000000 Penalty: 3627.642578
	Iteration 14F: 3 clusters Score -8866034 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -8867919.000000 Penalty: 3627.642578
	Iteration 15Q: 3 clusters Score -8867919 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -8869157.000000 Penalty: 3627.642578
	Iteration 16Q: 3 clusters Score -8869157 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -8870167.000000 Penalty: 3627.642578
	Iteration 17Q: 3 clusters Score -8870167 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -8870916.000000 Penalty: 3627.642578
	Iteration 18Q: 3 clusters Score -8870916 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8871553.000000 Penalty: 3627.642578
	Iteration 19Q: 3 clusters Score -8871553 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8872111.000000 Penalty: 3627.642578
	Iteration 20F: 3 clusters Score -8872111 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8872563.000000 Penalty: 3627.642578
	Iteration 21Q: 3 clusters Score -8872563 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8872881.000000 Penalty: 3627.642578
	Iteration 22Q: 3 clusters Score -8872881 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8873069.000000 Penalty: 3627.642578
	Iteration 23Q: 3 clusters Score -8873069 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8873180.000000 Penalty: 3627.642578
	Iteration 24Q: 3 clusters Score -8873180 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8873266.000000 Penalty: 3627.642578
	Iteration 25Q: 3 clusters Score -8873266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69987 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8873334.000000 Penalty: 3627.642578
	Iteration 26Q: 3 clusters Score -8873334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8873359.000000 Penalty: 3627.642578
	Iteration 27Q: 3 clusters Score -8873359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8873391.000000 Penalty: 3627.642578
	Iteration 28Q: 3 clusters Score -8873391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8873415.000000 Penalty: 3627.642578
	Iteration 29Q: 3 clusters Score -8873415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8873433.000000 Penalty: 3627.642578
	Iteration 30Q: 3 clusters Score -8873433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8873440.000000 Penalty: 3627.642578
	Iteration 31Q: 3 clusters Score -8873440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8873447.000000 Penalty: 3627.642578
	Iteration 32Q: 3 clusters Score -8873447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70094 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8873450.000000 Penalty: 3627.642578
	Iteration 33Q: 3 clusters Score -8873450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8873451.000000 Penalty: 3627.642578
	Iteration 34Q: 3 clusters Score -8873451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8873453.000000 Penalty: 3627.642578
	Iteration 35Q: 3 clusters Score -8873453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8873453.000000 Penalty: 3627.642578
	Iteration 36Q: 3 clusters Score -8873453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8873459.000000 Penalty: 3627.642578
	Iteration 37Q: 3 clusters Score -8873459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8873456.000000 Penalty: 3627.642578
	Iteration 38Q: 3 clusters Score -8873456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8873457.000000 Penalty: 3627.642578
	Iteration 39Q: 3 clusters Score -8873457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8873463.000000 Penalty: 3627.642578
	Iteration 40F: 3 clusters Score -8873463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8873465.000000 Penalty: 3627.642578
	Iteration 41Q: 3 clusters Score -8873465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8873465.000000 Penalty: 3627.642578
	Iteration 42F: 3 clusters Score -8873465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -145931.968750 Penalty: 1162.625000
	Iteration 0F: 2 clusters Score -145932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -144319.359375 Penalty: 2325.250000
	Iteration 0F: 3 clusters Score -144319.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -144630.015625 Penalty: 2325.250000
	Iteration 1F: 3 clusters Score -144630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -144750.921875 Penalty: 2325.250000
	Iteration 2F: 3 clusters Score -144750.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144836.390625 Penalty: 2325.250000
	Iteration 3Q: 3 clusters Score -144836.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -144886.296875 Penalty: 2325.250000
	Iteration 4Q: 3 clusters Score -144886.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -144911.031250 Penalty: 2325.250000
	Iteration 5Q: 3 clusters Score -144911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144931.265625 Penalty: 2325.250000
	Iteration 6Q: 3 clusters Score -144931.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144939.890625 Penalty: 2325.250000
	Iteration 7Q: 3 clusters Score -144939.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -144948.078125 Penalty: 2325.250000
	Iteration 8Q: 3 clusters Score -144948.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -144958.250000 Penalty: 2325.250000
	Iteration 9Q: 3 clusters Score -144958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -144971.578125 Penalty: 2325.250000
	Iteration 10Q: 3 clusters Score -144971.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -144986.250000 Penalty: 2325.250000
	Iteration 11Q: 3 clusters Score -144986.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145012.906250 Penalty: 2325.250000
	Iteration 12Q: 3 clusters Score -145012.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -145035.593750 Penalty: 2325.250000
	Iteration 13Q: 3 clusters Score -145035.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -145057.390625 Penalty: 2325.250000
	Iteration 14Q: 3 clusters Score -145057.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -145085.093750 Penalty: 2325.250000
	Iteration 15Q: 3 clusters Score -145085.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -145109.078125 Penalty: 2325.250000
	Iteration 16Q: 3 clusters Score -145109.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -145137.343750 Penalty: 2325.250000
	Iteration 17Q: 3 clusters Score -145137.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145166.609375 Penalty: 2325.250000
	Iteration 18Q: 3 clusters Score -145166.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -145187.703125 Penalty: 2325.250000
	Iteration 19Q: 3 clusters Score -145187.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145202.609375 Penalty: 2325.250000
	Iteration 20F: 3 clusters Score -145202.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -145215.796875 Penalty: 2325.250000
	Iteration 21Q: 3 clusters Score -145215.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -145225.859375 Penalty: 2325.250000
	Iteration 22Q: 3 clusters Score -145225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -145229.531250 Penalty: 2325.250000
	Iteration 23Q: 3 clusters Score -145229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -145230.171875 Penalty: 2325.250000
	Iteration 24Q: 3 clusters Score -145230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -145232.750000 Penalty: 2325.250000
	Iteration 25Q: 3 clusters Score -145232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -145235.078125 Penalty: 2325.250000
	Iteration 26Q: 3 clusters Score -145235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -145236.656250 Penalty: 2325.250000
	Iteration 27Q: 3 clusters Score -145236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -145237.656250 Penalty: 2325.250000
	Iteration 28Q: 3 clusters Score -145237.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -145239.015625 Penalty: 2325.250000
	Iteration 29Q: 3 clusters Score -145239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -145242.375000 Penalty: 2325.250000
	Iteration 30Q: 3 clusters Score -145242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -145246.953125 Penalty: 2325.250000
	Iteration 31Q: 3 clusters Score -145247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -145249.687500 Penalty: 2325.250000
	Iteration 32Q: 3 clusters Score -145249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -145253.093750 Penalty: 2325.250000
	Iteration 33Q: 3 clusters Score -145253.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -145256.593750 Penalty: 2325.250000
	Iteration 34Q: 3 clusters Score -145256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -145259.187500 Penalty: 2325.250000
	Iteration 35Q: 3 clusters Score -145259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -145261.750000 Penalty: 2325.250000
	Iteration 36Q: 3 clusters Score -145261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -145264.765625 Penalty: 2325.250000
	Iteration 37Q: 3 clusters Score -145264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -145268.875000 Penalty: 2325.250000
	Iteration 38Q: 3 clusters Score -145268.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -145277.593750 Penalty: 2325.250000
	Iteration 39Q: 3 clusters Score -145277.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -145289.500000 Penalty: 2325.250000
	Iteration 40F: 3 clusters Score -145289.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145296.859375 Penalty: 2325.250000
	Iteration 41Q: 3 clusters Score -145296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -145299.593750 Penalty: 2325.250000
	Iteration 42Q: 3 clusters Score -145299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -145300.250000 Penalty: 2325.250000
	Iteration 43Q: 3 clusters Score -145300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -145302.031250 Penalty: 2325.250000
	Iteration 44Q: 3 clusters Score -145302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -145304.171875 Penalty: 2325.250000
	Iteration 45Q: 3 clusters Score -145304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -145306.265625 Penalty: 2325.250000
	Iteration 46Q: 3 clusters Score -145306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145306.609375 Penalty: 2325.250000
	Iteration 47Q: 3 clusters Score -145306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145306.609375 Penalty: 2325.250000
	Iteration 48F: 3 clusters Score -145306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -24747.648438 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -24747.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23899.496094 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -23899.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24089.650391 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -24089.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24150.152344 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -24150.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24162.400391 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -24162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24187.556641 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -24187.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24255.634766 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -24255.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24296.349609 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -24296.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24307.544922 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -24307.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24309.449219 Penalty: 1849.366821
	Iteration 8Q: 3 clusters Score -24309.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24311.990234 Penalty: 1849.366821
	Iteration 9Q: 3 clusters Score -24311.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24311.990234 Penalty: 1849.366821
	Iteration 10F: 3 clusters Score -24311.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -62364.523438 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -62364.52 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 296 members 
Entering Unmasked Estep 
Score: -61264.617188 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -61264.62 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61528.496094 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -61528.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61642.500000 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -61642.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61705.167969 Penalty: 2087.027344
	Iteration 3Q: 3 clusters Score -61705.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61750.902344 Penalty: 2087.027344
	Iteration 4Q: 3 clusters Score -61750.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61790.562500 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -61790.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61820.875000 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -61820.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61841.167969 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -61841.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61863.625000 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -61863.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61879.769531 Penalty: 2087.027344
	Iteration 9Q: 3 clusters Score -61879.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61895.808594 Penalty: 2087.027344
	Iteration 10Q: 3 clusters Score -61895.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61904.976562 Penalty: 2087.027344
	Iteration 11Q: 3 clusters Score -61904.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61904.976562 Penalty: 2087.027344
	Iteration 12F: 3 clusters Score -61904.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15654.929688 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -15654.93 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 117 members 
Entering Unmasked Estep 
Score: -15078.125000 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -15078.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15283.791016 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -15283.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15330.506836 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -15330.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15372.573242 Penalty: 1787.908936
	Iteration 3F: 3 clusters Score -15372.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15416.818359 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -15416.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15421.768555 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -15421.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15423.799805 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -15423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15423.799805 Penalty: 1787.908936
	Iteration 7F: 3 clusters Score -15423.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Entering Unmasked Estep 
Score: -1215019.125000 Penalty: 1496.956299
	Iteration 0F: 2 clusters Score -1215019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1207815.500000 Penalty: 2993.912598
	Iteration 0F: 3 clusters Score -1207816 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1210159.125000 Penalty: 2993.912598
	Iteration 1F: 3 clusters Score -1210159 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1210491.375000 Penalty: 2993.912598
	Iteration 2F: 3 clusters Score -1210491 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1210855.000000 Penalty: 2993.912598
	Iteration 3F: 3 clusters Score -1210855 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1211297.250000 Penalty: 2993.912598
	Iteration 4F: 3 clusters Score -1211297 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1211805.500000 Penalty: 2993.912598
	Iteration 5F: 3 clusters Score -1211806 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1212324.500000 Penalty: 2993.912598
	Iteration 6F: 3 clusters Score -1212324 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1212850.125000 Penalty: 2993.912598
	Iteration 7F: 3 clusters Score -1212850 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1213314.000000 Penalty: 2993.912598
	Iteration 8F: 3 clusters Score -1213314 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1213603.000000 Penalty: 2993.912598
	Iteration 9Q: 3 clusters Score -1213603 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1213770.125000 Penalty: 2993.912598
	Iteration 10Q: 3 clusters Score -1213770 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1213857.125000 Penalty: 2993.912598
	Iteration 11Q: 3 clusters Score -1213857 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1213918.875000 Penalty: 2993.912598
	Iteration 12Q: 3 clusters Score -1213919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1213959.375000 Penalty: 2993.912598
	Iteration 13Q: 3 clusters Score -1213959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1213985.250000 Penalty: 2993.912598
	Iteration 14Q: 3 clusters Score -1213985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1214003.250000 Penalty: 2993.912598
	Iteration 15Q: 3 clusters Score -1214003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1214011.250000 Penalty: 2993.912598
	Iteration 16Q: 3 clusters Score -1214011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1214022.125000 Penalty: 2993.912598
	Iteration 17Q: 3 clusters Score -1214022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1214029.375000 Penalty: 2993.912598
	Iteration 18Q: 3 clusters Score -1214029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1214039.875000 Penalty: 2993.912598
	Iteration 19Q: 3 clusters Score -1214040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1214041.875000 Penalty: 2993.912598
	Iteration 20F: 3 clusters Score -1214042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1214044.375000 Penalty: 2993.912598
	Iteration 21Q: 3 clusters Score -1214044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1214044.750000 Penalty: 2993.912598
	Iteration 22Q: 3 clusters Score -1214045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1214045.750000 Penalty: 2993.912598
	Iteration 23Q: 3 clusters Score -1214046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1214048.500000 Penalty: 2993.912598
	Iteration 24Q: 3 clusters Score -1214048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1214046.625000 Penalty: 2993.912598
	Iteration 25Q: 3 clusters Score -1214047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1214046.625000 Penalty: 2993.912598
	Iteration 26F: 3 clusters Score -1214047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (52035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Entering Unmasked Estep 
Score: -6593440.500000 Penalty: 1764.696655
	Iteration 0F: 2 clusters Score -6593440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -6559070.000000 Penalty: 3529.393311
	Iteration 0F: 3 clusters Score -6559070 nChanged 24439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -6573073.500000 Penalty: 3529.393311
	Iteration 1F: 3 clusters Score -6573074 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -6573621.500000 Penalty: 3529.393311
	Iteration 2Q: 3 clusters Score -6573622 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -6574209.500000 Penalty: 3529.393311
	Iteration 3Q: 3 clusters Score -6574210 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -6574938.000000 Penalty: 3529.393311
	Iteration 4Q: 3 clusters Score -6574938 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -6575785.000000 Penalty: 3529.393311
	Iteration 5Q: 3 clusters Score -6575785 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -6576623.000000 Penalty: 3529.393311
	Iteration 6Q: 3 clusters Score -6576623 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -6577590.000000 Penalty: 3529.393311
	Iteration 7Q: 3 clusters Score -6577590 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -6578499.000000 Penalty: 3529.393311
	Iteration 8Q: 3 clusters Score -6578499 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -6579507.000000 Penalty: 3529.393311
	Iteration 9Q: 3 clusters Score -6579507 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -6580687.500000 Penalty: 3529.393311
	Iteration 10Q: 3 clusters Score -6580688 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -6581984.500000 Penalty: 3529.393311
	Iteration 11Q: 3 clusters Score -6581984 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -6583127.500000 Penalty: 3529.393311
	Iteration 12Q: 3 clusters Score -6583128 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -6583968.000000 Penalty: 3529.393311
	Iteration 13Q: 3 clusters Score -6583968 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -6584353.500000 Penalty: 3529.393311
	Iteration 14Q: 3 clusters Score -6584354 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -6584548.000000 Penalty: 3529.393311
	Iteration 15Q: 3 clusters Score -6584548 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -6584744.500000 Penalty: 3529.393311
	Iteration 16Q: 3 clusters Score -6584744 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -6584944.000000 Penalty: 3529.393311
	Iteration 17Q: 3 clusters Score -6584944 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -6585122.000000 Penalty: 3529.393311
	Iteration 18Q: 3 clusters Score -6585122 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -6585336.500000 Penalty: 3529.393311
	Iteration 19Q: 3 clusters Score -6585336 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -6585587.000000 Penalty: 3529.393311
	Iteration 20F: 3 clusters Score -6585587 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -6585886.000000 Penalty: 3529.393311
	Iteration 21Q: 3 clusters Score -6585886 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -6586134.500000 Penalty: 3529.393311
	Iteration 22Q: 3 clusters Score -6586134 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -6586465.000000 Penalty: 3529.393311
	Iteration 23Q: 3 clusters Score -6586465 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -6586761.500000 Penalty: 3529.393311
	Iteration 24Q: 3 clusters Score -6586762 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -6587104.500000 Penalty: 3529.393311
	Iteration 25Q: 3 clusters Score -6587104 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -6587424.500000 Penalty: 3529.393311
	Iteration 26Q: 3 clusters Score -6587424 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -6587787.500000 Penalty: 3529.393311
	Iteration 27Q: 3 clusters Score -6587788 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -6588188.500000 Penalty: 3529.393311
	Iteration 28Q: 3 clusters Score -6588188 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -6588543.500000 Penalty: 3529.393311
	Iteration 29Q: 3 clusters Score -6588544 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -6588992.000000 Penalty: 3529.393311
	Iteration 30Q: 3 clusters Score -6588992 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -6589387.500000 Penalty: 3529.393311
	Iteration 31Q: 3 clusters Score -6589388 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -6589726.500000 Penalty: 3529.393311
	Iteration 32Q: 3 clusters Score -6589726 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -6590023.500000 Penalty: 3529.393311
	Iteration 33Q: 3 clusters Score -6590024 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -6590286.500000 Penalty: 3529.393311
	Iteration 34Q: 3 clusters Score -6590286 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6590514.000000 Penalty: 3529.393311
	Iteration 35Q: 3 clusters Score -6590514 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6590761.000000 Penalty: 3529.393311
	Iteration 36Q: 3 clusters Score -6590761 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6590978.500000 Penalty: 3529.393311
	Iteration 37Q: 3 clusters Score -6590978 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6591109.000000 Penalty: 3529.393311
	Iteration 38Q: 3 clusters Score -6591109 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6591233.500000 Penalty: 3529.393311
	Iteration 39Q: 3 clusters Score -6591234 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6591337.000000 Penalty: 3529.393311
	Iteration 40F: 3 clusters Score -6591337 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6591424.000000 Penalty: 3529.393311
	Iteration 41Q: 3 clusters Score -6591424 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6591492.500000 Penalty: 3529.393311
	Iteration 42Q: 3 clusters Score -6591492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6591538.000000 Penalty: 3529.393311
	Iteration 43Q: 3 clusters Score -6591538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6591584.000000 Penalty: 3529.393311
	Iteration 44Q: 3 clusters Score -6591584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6591618.000000 Penalty: 3529.393311
	Iteration 45Q: 3 clusters Score -6591618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6591662.000000 Penalty: 3529.393311
	Iteration 46Q: 3 clusters Score -6591662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6591699.500000 Penalty: 3529.393311
	Iteration 47Q: 3 clusters Score -6591700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6591748.500000 Penalty: 3529.393311
	Iteration 48Q: 3 clusters Score -6591748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6591766.500000 Penalty: 3529.393311
	Iteration 49Q: 3 clusters Score -6591766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6591782.000000 Penalty: 3529.393311
	Iteration 50Q: 3 clusters Score -6591782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6591800.000000 Penalty: 3529.393311
	Iteration 51Q: 3 clusters Score -6591800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6591822.000000 Penalty: 3529.393311
	Iteration 52Q: 3 clusters Score -6591822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6591833.500000 Penalty: 3529.393311
	Iteration 53Q: 3 clusters Score -6591834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6591862.000000 Penalty: 3529.393311
	Iteration 54Q: 3 clusters Score -6591862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6591879.000000 Penalty: 3529.393311
	Iteration 55Q: 3 clusters Score -6591879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6591892.000000 Penalty: 3529.393311
	Iteration 56Q: 3 clusters Score -6591892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6591893.000000 Penalty: 3529.393311
	Iteration 57Q: 3 clusters Score -6591893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6591908.000000 Penalty: 3529.393311
	Iteration 58Q: 3 clusters Score -6591908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6591911.500000 Penalty: 3529.393311
	Iteration 59Q: 3 clusters Score -6591912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6591906.500000 Penalty: 3529.393311
	Iteration 60F: 3 clusters Score -6591906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6591911.000000 Penalty: 3529.393311
	Iteration 61Q: 3 clusters Score -6591911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6591920.500000 Penalty: 3529.393311
	Iteration 62Q: 3 clusters Score -6591920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6591943.500000 Penalty: 3529.393311
	Iteration 63Q: 3 clusters Score -6591944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6591947.500000 Penalty: 3529.393311
	Iteration 64Q: 3 clusters Score -6591948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6591953.500000 Penalty: 3529.393311
	Iteration 65Q: 3 clusters Score -6591954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6591960.000000 Penalty: 3529.393311
	Iteration 66Q: 3 clusters Score -6591960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6591974.000000 Penalty: 3529.393311
	Iteration 67Q: 3 clusters Score -6591974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6591967.500000 Penalty: 3529.393311
	Iteration 68Q: 3 clusters Score -6591968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6591973.500000 Penalty: 3529.393311
	Iteration 69Q: 3 clusters Score -6591974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6591975.000000 Penalty: 3529.393311
	Iteration 70Q: 3 clusters Score -6591975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6591981.500000 Penalty: 3529.393311
	Iteration 71Q: 3 clusters Score -6591982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6591980.000000 Penalty: 3529.393311
	Iteration 72Q: 3 clusters Score -6591980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6591980.500000 Penalty: 3529.393311
	Iteration 73Q: 3 clusters Score -6591980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6591978.500000 Penalty: 3529.393311
	Iteration 74Q: 3 clusters Score -6591978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6591977.000000 Penalty: 3529.393311
	Iteration 75Q: 3 clusters Score -6591977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6591983.500000 Penalty: 3529.393311
	Iteration 76Q: 3 clusters Score -6591984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6591978.500000 Penalty: 3529.393311
	Iteration 77Q: 3 clusters Score -6591978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6591980.000000 Penalty: 3529.393311
	Iteration 78Q: 3 clusters Score -6591980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6591981.000000 Penalty: 3529.393311
	Iteration 79Q: 3 clusters Score -6591981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6591986.000000 Penalty: 3529.393311
	Iteration 80F: 3 clusters Score -6591986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6591981.000000 Penalty: 3529.393311
	Iteration 81Q: 3 clusters Score -6591981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6591984.000000 Penalty: 3529.393311
	Iteration 82Q: 3 clusters Score -6591984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6591976.500000 Penalty: 3529.393311
	Iteration 83Q: 3 clusters Score -6591976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6591983.500000 Penalty: 3529.393311
	Iteration 84Q: 3 clusters Score -6591984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6591977.500000 Penalty: 3529.393311
	Iteration 85Q: 3 clusters Score -6591978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6591983.000000 Penalty: 3529.393311
	Iteration 86Q: 3 clusters Score -6591983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6591980.000000 Penalty: 3529.393311
	Iteration 87Q: 3 clusters Score -6591980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6591981.000000 Penalty: 3529.393311
	Iteration 88Q: 3 clusters Score -6591981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6591980.500000 Penalty: 3529.393311
	Iteration 89Q: 3 clusters Score -6591980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6591978.000000 Penalty: 3529.393311
	Iteration 90Q: 3 clusters Score -6591978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6591981.000000 Penalty: 3529.393311
	Iteration 91Q: 3 clusters Score -6591981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6591981.500000 Penalty: 3529.393311
	Iteration 92Q: 3 clusters Score -6591982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6591988.000000 Penalty: 3529.393311
	Iteration 93Q: 3 clusters Score -6591988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6591985.500000 Penalty: 3529.393311
	Iteration 94Q: 3 clusters Score -6591986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6591986.500000 Penalty: 3529.393311
	Iteration 95Q: 3 clusters Score -6591986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6591985.500000 Penalty: 3529.393311
	Iteration 96Q: 3 clusters Score -6591986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6591982.500000 Penalty: 3529.393311
	Iteration 97Q: 3 clusters Score -6591982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6591982.500000 Penalty: 3529.393311
	Iteration 98F: 3 clusters Score -6591982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -173240.687500 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -173240.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -171485.109375 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -171485.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -171917.265625 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -171917.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -172055.625000 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -172055.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -172150.328125 Penalty: 2386.192871
	Iteration 3F: 3 clusters Score -172150.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -172242.093750 Penalty: 2386.192871
	Iteration 4F: 3 clusters Score -172242.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -172327.890625 Penalty: 2386.192871
	Iteration 5Q: 3 clusters Score -172327.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -172463.234375 Penalty: 2386.192871
	Iteration 6F: 3 clusters Score -172463.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -172595.687500 Penalty: 2386.192871
	Iteration 7F: 3 clusters Score -172595.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -172737.203125 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -172737.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -172842.281250 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -172842.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -172918.421875 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -172918.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -172970.031250 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -172970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -172997.218750 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -172997.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -173015.765625 Penalty: 2386.192871
	Iteration 13Q: 3 clusters Score -173015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -173025.750000 Penalty: 2386.192871
	Iteration 14Q: 3 clusters Score -173025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -173037.734375 Penalty: 2386.192871
	Iteration 15Q: 3 clusters Score -173037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -173048.187500 Penalty: 2386.192871
	Iteration 16Q: 3 clusters Score -173048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -173052.562500 Penalty: 2386.192871
	Iteration 17Q: 3 clusters Score -173052.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -173054.500000 Penalty: 2386.192871
	Iteration 18Q: 3 clusters Score -173054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -173058.062500 Penalty: 2386.192871
	Iteration 19Q: 3 clusters Score -173058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -173061.515625 Penalty: 2386.192871
	Iteration 20F: 3 clusters Score -173061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -173062.375000 Penalty: 2386.192871
	Iteration 21Q: 3 clusters Score -173062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -173062.375000 Penalty: 2386.192871
	Iteration 22F: 3 clusters Score -173062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14175 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 71421 members 
Mstep: Class 5 contains 18918 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 80478 members 
Mstep: Class 9 contains 91223 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 31707 members 
Mstep: Class 14 contains 16193 members 
Mstep: Class 15 contains 93963 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 54269 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 5483 members 
Mstep: Class 22 contains 88252 members 
Mstep: Class 23 contains 81420 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3228 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 70402 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10017 members 
Mstep: Class 34 contains 52035 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243520.000000 Penalty: 75375.343750
Iteration 439Q: 35 clusters Score -1.022435e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 70935 members 
Mstep: Class 5 contains 18919 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 80798 members 
Mstep: Class 9 contains 91264 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9407 members 
Mstep: Class 13 contains 31709 members 
Mstep: Class 14 contains 16171 members 
Mstep: Class 15 contains 93999 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 12362 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54285 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 88260 members 
Mstep: Class 23 contains 81426 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3230 members 
Mstep: Class 26 contains 5444 members 
Mstep: Class 27 contains 70477 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10022 members 
Mstep: Class 34 contains 52028 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243464.000000 Penalty: 75375.343750
Iteration 440F: 35 clusters Score -1.022435e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14163 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 70489 members 
Mstep: Class 5 contains 18916 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 3940 members 
Mstep: Class 8 contains 81083 members 
Mstep: Class 9 contains 91319 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 31713 members 
Mstep: Class 14 contains 16162 members 
Mstep: Class 15 contains 94004 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54297 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 5477 members 
Mstep: Class 22 contains 88263 members 
Mstep: Class 23 contains 81442 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3232 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 70570 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10022 members 
Mstep: Class 34 contains 52017 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243512.000000 Penalty: 75375.343750
Iteration 441Q: 35 clusters Score -1.022435e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14147 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 70033 members 
Mstep: Class 5 contains 18908 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 3945 members 
Mstep: Class 8 contains 81372 members 
Mstep: Class 9 contains 91372 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9419 members 
Mstep: Class 13 contains 31708 members 
Mstep: Class 14 contains 16155 members 
Mstep: Class 15 contains 93985 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 12363 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54315 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 5470 members 
Mstep: Class 22 contains 88302 members 
Mstep: Class 23 contains 81466 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 3231 members 
Mstep: Class 26 contains 5444 members 
Mstep: Class 27 contains 70665 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10029 members 
Mstep: Class 34 contains 52003 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243448.000000 Penalty: 75375.343750
Iteration 442Q: 35 clusters Score -1.022434e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14131 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 69607 members 
Mstep: Class 5 contains 18910 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 3951 members 
Mstep: Class 8 contains 81634 members 
Mstep: Class 9 contains 91387 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9424 members 
Mstep: Class 13 contains 31691 members 
Mstep: Class 14 contains 16147 members 
Mstep: Class 15 contains 93998 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 12365 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54321 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 5468 members 
Mstep: Class 22 contains 88358 members 
Mstep: Class 23 contains 81470 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 3230 members 
Mstep: Class 26 contains 5443 members 
Mstep: Class 27 contains 70764 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10036 members 
Mstep: Class 34 contains 52001 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243312.000000 Penalty: 75375.343750
Iteration 443Q: 35 clusters Score -1.022433e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14122 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 69162 members 
Mstep: Class 5 contains 18903 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 3952 members 
Mstep: Class 8 contains 81918 members 
Mstep: Class 9 contains 91428 members 
Mstep: Class 10 contains 9541 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9422 members 
Mstep: Class 13 contains 31674 members 
Mstep: Class 14 contains 16144 members 
Mstep: Class 15 contains 94009 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12369 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54317 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 5467 members 
Mstep: Class 22 contains 88420 members 
Mstep: Class 23 contains 81460 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 3231 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 70875 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10041 members 
Mstep: Class 34 contains 51987 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243104.000000 Penalty: 75375.343750
Iteration 444Q: 35 clusters Score -1.022431e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14109 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 68693 members 
Mstep: Class 5 contains 18900 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 3952 members 
Mstep: Class 8 contains 82210 members 
Mstep: Class 9 contains 91483 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 31671 members 
Mstep: Class 14 contains 16134 members 
Mstep: Class 15 contains 94018 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12374 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54316 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 5462 members 
Mstep: Class 22 contains 88476 members 
Mstep: Class 23 contains 81470 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 3231 members 
Mstep: Class 26 contains 5447 members 
Mstep: Class 27 contains 70969 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10040 members 
Mstep: Class 34 contains 51973 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243112.000000 Penalty: 75375.343750
Iteration 445Q: 35 clusters Score -1.022431e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14095 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 68223 members 
Mstep: Class 5 contains 18886 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3952 members 
Mstep: Class 8 contains 82472 members 
Mstep: Class 9 contains 91543 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9417 members 
Mstep: Class 13 contains 31664 members 
Mstep: Class 14 contains 16119 members 
Mstep: Class 15 contains 94034 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12379 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54321 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 5459 members 
Mstep: Class 22 contains 88551 members 
Mstep: Class 23 contains 81475 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 3231 members 
Mstep: Class 26 contains 5448 members 
Mstep: Class 27 contains 71077 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10039 members 
Mstep: Class 34 contains 51963 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243080.000000 Penalty: 75375.343750
Iteration 446Q: 35 clusters Score -1.022431e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14087 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 67755 members 
Mstep: Class 5 contains 18876 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3954 members 
Mstep: Class 8 contains 82726 members 
Mstep: Class 9 contains 91598 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9411 members 
Mstep: Class 13 contains 31655 members 
Mstep: Class 14 contains 16107 members 
Mstep: Class 15 contains 94062 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12384 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54335 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 5447 members 
Mstep: Class 22 contains 88637 members 
Mstep: Class 23 contains 81482 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 3231 members 
Mstep: Class 26 contains 5448 members 
Mstep: Class 27 contains 71168 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10050 members 
Mstep: Class 34 contains 51936 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243000.000000 Penalty: 75375.343750
Iteration 447Q: 35 clusters Score -1.02243e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14076 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 67279 members 
Mstep: Class 5 contains 18898 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3950 members 
Mstep: Class 8 contains 82993 members 
Mstep: Class 9 contains 91651 members 
Mstep: Class 10 contains 9530 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9408 members 
Mstep: Class 13 contains 31654 members 
Mstep: Class 14 contains 16100 members 
Mstep: Class 15 contains 94084 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12387 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54344 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 5440 members 
Mstep: Class 22 contains 88667 members 
Mstep: Class 23 contains 81520 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 3232 members 
Mstep: Class 26 contains 5449 members 
Mstep: Class 27 contains 71265 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10052 members 
Mstep: Class 34 contains 51905 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243208.000000 Penalty: 75375.343750
Iteration 448Q: 35 clusters Score -1.022432e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14066 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 66769 members 
Mstep: Class 5 contains 18909 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 3952 members 
Mstep: Class 8 contains 83256 members 
Mstep: Class 9 contains 91720 members 
Mstep: Class 10 contains 9521 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9400 members 
Mstep: Class 13 contains 31651 members 
Mstep: Class 14 contains 16074 members 
Mstep: Class 15 contains 94103 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12389 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54358 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 5439 members 
Mstep: Class 22 contains 88744 members 
Mstep: Class 23 contains 81549 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 3233 members 
Mstep: Class 26 contains 5448 members 
Mstep: Class 27 contains 71347 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10060 members 
Mstep: Class 34 contains 51891 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243152.000000 Penalty: 75375.343750
Iteration 449Q: 35 clusters Score -1.022432e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14061 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 66231 members 
Mstep: Class 5 contains 18910 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 83510 members 
Mstep: Class 9 contains 91795 members 
Mstep: Class 10 contains 9520 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9392 members 
Mstep: Class 13 contains 31635 members 
Mstep: Class 14 contains 16058 members 
Mstep: Class 15 contains 94135 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12392 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54359 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 5446 members 
Mstep: Class 22 contains 88828 members 
Mstep: Class 23 contains 81580 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 3233 members 
Mstep: Class 26 contains 5448 members 
Mstep: Class 27 contains 71427 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10067 members 
Mstep: Class 34 contains 51892 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243232.000000 Penalty: 75375.343750
Iteration 450Q: 35 clusters Score -1.022432e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14050 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 65701 members 
Mstep: Class 5 contains 18920 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 83786 members 
Mstep: Class 9 contains 91830 members 
Mstep: Class 10 contains 9524 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9388 members 
Mstep: Class 13 contains 31628 members 
Mstep: Class 14 contains 16039 members 
Mstep: Class 15 contains 94177 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12394 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54369 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 5444 members 
Mstep: Class 22 contains 88907 members 
Mstep: Class 23 contains 81615 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 3233 members 
Mstep: Class 26 contains 5447 members 
Mstep: Class 27 contains 71517 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10073 members 
Mstep: Class 34 contains 51878 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243128.000000 Penalty: 75375.343750
Iteration 451Q: 35 clusters Score -1.022431e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 65159 members 
Mstep: Class 5 contains 18946 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 84066 members 
Mstep: Class 9 contains 91856 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9383 members 
Mstep: Class 13 contains 31619 members 
Mstep: Class 14 contains 16039 members 
Mstep: Class 15 contains 94211 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12394 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54385 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 88991 members 
Mstep: Class 23 contains 81669 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 3233 members 
Mstep: Class 26 contains 5448 members 
Mstep: Class 27 contains 71598 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10072 members 
Mstep: Class 34 contains 51853 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242952.000000 Penalty: 75375.343750
Iteration 452Q: 35 clusters Score -1.02243e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14020 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 64637 members 
Mstep: Class 5 contains 18973 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 8 contains 84308 members 
Mstep: Class 9 contains 91891 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9374 members 
Mstep: Class 13 contains 31592 members 
Mstep: Class 14 contains 16036 members 
Mstep: Class 15 contains 94246 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12400 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54396 members 
Mstep: Class 20 contains 3394 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 89082 members 
Mstep: Class 23 contains 81715 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 3234 members 
Mstep: Class 26 contains 5450 members 
Mstep: Class 27 contains 71703 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10073 members 
Mstep: Class 34 contains 51830 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242880.000000 Penalty: 75375.343750
Iteration 453Q: 35 clusters Score -1.022429e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14006 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 64135 members 
Mstep: Class 5 contains 19020 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 84531 members 
Mstep: Class 9 contains 91947 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9367 members 
Mstep: Class 13 contains 31553 members 
Mstep: Class 14 contains 16038 members 
Mstep: Class 15 contains 94265 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12407 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54392 members 
Mstep: Class 20 contains 3393 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 89157 members 
Mstep: Class 23 contains 81764 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 3234 members 
Mstep: Class 26 contains 5453 members 
Mstep: Class 27 contains 71796 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10076 members 
Mstep: Class 34 contains 51823 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242936.000000 Penalty: 75375.343750
Iteration 454Q: 35 clusters Score -1.022429e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13984 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 63646 members 
Mstep: Class 5 contains 19062 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 84741 members 
Mstep: Class 9 contains 92006 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 31512 members 
Mstep: Class 14 contains 16039 members 
Mstep: Class 15 contains 94307 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12409 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54394 members 
Mstep: Class 20 contains 3393 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 22 contains 89230 members 
Mstep: Class 23 contains 81801 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 3234 members 
Mstep: Class 26 contains 5454 members 
Mstep: Class 27 contains 71892 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10074 members 
Mstep: Class 34 contains 51827 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243088.000000 Penalty: 75375.343750
Iteration 455Q: 35 clusters Score -1.022431e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13968 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 63131 members 
Mstep: Class 5 contains 19091 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 84930 members 
Mstep: Class 9 contains 92078 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9367 members 
Mstep: Class 13 contains 31491 members 
Mstep: Class 14 contains 16032 members 
Mstep: Class 15 contains 94350 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12418 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54390 members 
Mstep: Class 20 contains 3392 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 89305 members 
Mstep: Class 23 contains 81840 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 3234 members 
Mstep: Class 26 contains 5451 members 
Mstep: Class 27 contains 72002 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10069 members 
Mstep: Class 34 contains 51831 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243096.000000 Penalty: 75375.343750
Iteration 456Q: 35 clusters Score -1.022431e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13952 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 62685 members 
Mstep: Class 5 contains 19129 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 85102 members 
Mstep: Class 9 contains 92160 members 
Mstep: Class 10 contains 9527 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9361 members 
Mstep: Class 13 contains 31466 members 
Mstep: Class 14 contains 16016 members 
Mstep: Class 15 contains 94408 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12422 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 54392 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 89350 members 
Mstep: Class 23 contains 81871 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 3234 members 
Mstep: Class 26 contains 5451 members 
Mstep: Class 27 contains 72092 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10063 members 
Mstep: Class 34 contains 51825 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242840.000000 Penalty: 75375.343750
Iteration 457Q: 35 clusters Score -1.022428e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13937 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 62261 members 
Mstep: Class 5 contains 19153 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 85263 members 
Mstep: Class 9 contains 92220 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9357 members 
Mstep: Class 13 contains 31434 members 
Mstep: Class 14 contains 16001 members 
Mstep: Class 15 contains 94447 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12427 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54408 members 
Mstep: Class 20 contains 3392 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 89417 members 
Mstep: Class 23 contains 81922 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 3233 members 
Mstep: Class 26 contains 5451 members 
Mstep: Class 27 contains 72162 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10059 members 
Mstep: Class 34 contains 51827 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242736.000000 Penalty: 75375.343750
Iteration 458Q: 35 clusters Score -1.022427e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13926 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 61847 members 
Mstep: Class 5 contains 19167 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 8 contains 85453 members 
Mstep: Class 9 contains 92260 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9354 members 
Mstep: Class 13 contains 31405 members 
Mstep: Class 14 contains 15977 members 
Mstep: Class 15 contains 94486 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12432 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54424 members 
Mstep: Class 20 contains 3395 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 89496 members 
Mstep: Class 23 contains 81981 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 3233 members 
Mstep: Class 26 contains 5452 members 
Mstep: Class 27 contains 72209 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10061 members 
Mstep: Class 34 contains 51819 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242856.000000 Penalty: 75375.343750
Iteration 459Q: 35 clusters Score -1.022429e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13921 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 61388 members 
Mstep: Class 5 contains 19205 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 85668 members 
Mstep: Class 9 contains 92296 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 31370 members 
Mstep: Class 14 contains 15969 members 
Mstep: Class 15 contains 94539 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12436 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54439 members 
Mstep: Class 20 contains 3394 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 89560 members 
Mstep: Class 23 contains 82034 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 3234 members 
Mstep: Class 26 contains 5454 members 
Mstep: Class 27 contains 72259 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10065 members 
Mstep: Class 34 contains 51806 members 
Mstep: Class 35 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102243016.000000 Penalty: 75375.343750
Iteration 460F: 35 clusters Score -1.02243e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 60934 members 
Mstep: Class 5 contains 19247 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 85833 members 
Mstep: Class 9 contains 92358 members 
Mstep: Class 10 contains 9505 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9354 members 
Mstep: Class 13 contains 31344 members 
Mstep: Class 14 contains 15950 members 
Mstep: Class 15 contains 94583 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12441 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54455 members 
Mstep: Class 20 contains 3394 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 89636 members 
Mstep: Class 23 contains 82104 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 3235 members 
Mstep: Class 26 contains 5456 members 
Mstep: Class 27 contains 72307 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10063 members 
Mstep: Class 34 contains 51801 members 
Mstep: Class 35 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242744.000000 Penalty: 75375.343750
Iteration 461Q: 35 clusters Score -1.022427e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 60485 members 
Mstep: Class 5 contains 19275 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 86007 members 
Mstep: Class 9 contains 92442 members 
Mstep: Class 10 contains 9496 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9349 members 
Mstep: Class 13 contains 31331 members 
Mstep: Class 14 contains 15936 members 
Mstep: Class 15 contains 94623 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12448 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54472 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 89676 members 
Mstep: Class 23 contains 82179 members 
Mstep: Class 24 contains 2073 members 
Mstep: Class 25 contains 3236 members 
Mstep: Class 26 contains 5458 members 
Mstep: Class 27 contains 72349 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10055 members 
Mstep: Class 34 contains 51802 members 
Mstep: Class 35 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242696.000000 Penalty: 75375.343750
Iteration 462Q: 35 clusters Score -1.022427e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 60059 members 
Mstep: Class 5 contains 19314 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 86150 members 
Mstep: Class 9 contains 92507 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9348 members 
Mstep: Class 13 contains 31318 members 
Mstep: Class 14 contains 15907 members 
Mstep: Class 15 contains 94668 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12459 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54487 members 
Mstep: Class 20 contains 3395 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 89718 members 
Mstep: Class 23 contains 82247 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 5459 members 
Mstep: Class 27 contains 72403 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10057 members 
Mstep: Class 34 contains 51805 members 
Mstep: Class 35 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242496.000000 Penalty: 75375.343750
Iteration 463Q: 35 clusters Score -1.022425e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13879 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 59627 members 
Mstep: Class 5 contains 19336 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 86250 members 
Mstep: Class 9 contains 92571 members 
Mstep: Class 10 contains 9481 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9347 members 
Mstep: Class 13 contains 31320 members 
Mstep: Class 14 contains 15877 members 
Mstep: Class 15 contains 94724 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12471 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54514 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 89786 members 
Mstep: Class 23 contains 82316 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3239 members 
Mstep: Class 26 contains 5460 members 
Mstep: Class 27 contains 72451 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 34 contains 51801 members 
Mstep: Class 35 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242096.000000 Penalty: 75375.343750
Iteration 464Q: 35 clusters Score -1.022421e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 59209 members 
Mstep: Class 5 contains 19354 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 86358 members 
Mstep: Class 9 contains 92640 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9345 members 
Mstep: Class 13 contains 31321 members 
Mstep: Class 14 contains 15855 members 
Mstep: Class 15 contains 94748 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12483 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54533 members 
Mstep: Class 20 contains 3399 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 89833 members 
Mstep: Class 23 contains 82407 members 
Mstep: Class 24 contains 2076 members 
Mstep: Class 25 contains 3239 members 
Mstep: Class 26 contains 5461 members 
Mstep: Class 27 contains 72528 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10063 members 
Mstep: Class 34 contains 51794 members 
Mstep: Class 35 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242320.000000 Penalty: 75375.343750
Iteration 465Q: 35 clusters Score -1.022423e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13855 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 58770 members 
Mstep: Class 5 contains 19366 members 
Mstep: Class 6 contains 3486 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 86450 members 
Mstep: Class 9 contains 92724 members 
Mstep: Class 10 contains 9467 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9341 members 
Mstep: Class 13 contains 31329 members 
Mstep: Class 14 contains 15844 members 
Mstep: Class 15 contains 94753 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12495 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54558 members 
Mstep: Class 20 contains 3399 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 89889 members 
Mstep: Class 23 contains 82512 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3239 members 
Mstep: Class 26 contains 5463 members 
Mstep: Class 27 contains 72609 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10069 members 
Mstep: Class 34 contains 51786 members 
Mstep: Class 35 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242264.000000 Penalty: 75375.343750
Iteration 466Q: 35 clusters Score -1.022423e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13837 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 58307 members 
Mstep: Class 5 contains 19387 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 86589 members 
Mstep: Class 9 contains 92826 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9343 members 
Mstep: Class 13 contains 31334 members 
Mstep: Class 14 contains 15830 members 
Mstep: Class 15 contains 94753 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12504 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54560 members 
Mstep: Class 20 contains 3400 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 89904 members 
Mstep: Class 23 contains 82627 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 5466 members 
Mstep: Class 27 contains 72694 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10080 members 
Mstep: Class 34 contains 51776 members 
Mstep: Class 35 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242280.000000 Penalty: 75375.343750
Iteration 467Q: 35 clusters Score -1.022423e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13820 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 57859 members 
Mstep: Class 5 contains 19416 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 86716 members 
Mstep: Class 9 contains 92878 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9343 members 
Mstep: Class 13 contains 31335 members 
Mstep: Class 14 contains 15806 members 
Mstep: Class 15 contains 94759 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12513 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54570 members 
Mstep: Class 20 contains 3401 members 
Mstep: Class 21 contains 5374 members 
Mstep: Class 22 contains 89940 members 
Mstep: Class 23 contains 82762 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 5465 members 
Mstep: Class 27 contains 72776 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 615 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10096 members 
Mstep: Class 34 contains 51761 members 
Mstep: Class 35 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242112.000000 Penalty: 75375.343750
Iteration 468Q: 35 clusters Score -1.022421e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13807 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 57429 members 
Mstep: Class 5 contains 19445 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 86862 members 
Mstep: Class 9 contains 92945 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9339 members 
Mstep: Class 13 contains 31331 members 
Mstep: Class 14 contains 15783 members 
Mstep: Class 15 contains 94794 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12521 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54594 members 
Mstep: Class 20 contains 3399 members 
Mstep: Class 21 contains 5376 members 
Mstep: Class 22 contains 89924 members 
Mstep: Class 23 contains 82882 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 5469 members 
Mstep: Class 27 contains 72833 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10108 members 
Mstep: Class 34 contains 51750 members 
Mstep: Class 35 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241912.000000 Penalty: 75375.343750
Iteration 469Q: 35 clusters Score -1.022419e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 57007 members 
Mstep: Class 5 contains 19463 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 87044 members 
Mstep: Class 9 contains 93040 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 31311 members 
Mstep: Class 14 contains 15755 members 
Mstep: Class 15 contains 94822 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12530 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54615 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 5374 members 
Mstep: Class 22 contains 89895 members 
Mstep: Class 23 contains 82986 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 5472 members 
Mstep: Class 27 contains 72907 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10115 members 
Mstep: Class 34 contains 51734 members 
Mstep: Class 35 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241904.000000 Penalty: 75375.343750
Iteration 470Q: 35 clusters Score -1.022419e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13752 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 56592 members 
Mstep: Class 5 contains 19501 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 87201 members 
Mstep: Class 9 contains 93129 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9339 members 
Mstep: Class 13 contains 31297 members 
Mstep: Class 14 contains 15731 members 
Mstep: Class 15 contains 94847 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12532 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54610 members 
Mstep: Class 20 contains 3399 members 
Mstep: Class 21 contains 5381 members 
Mstep: Class 22 contains 89895 members 
Mstep: Class 23 contains 83080 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3237 members 
Mstep: Class 26 contains 5475 members 
Mstep: Class 27 contains 72982 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10119 members 
Mstep: Class 34 contains 51733 members 
Mstep: Class 35 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241696.000000 Penalty: 75375.343750
Iteration 471Q: 35 clusters Score -1.022417e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 56155 members 
Mstep: Class 5 contains 19530 members 
Mstep: Class 6 contains 3491 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 87338 members 
Mstep: Class 9 contains 93212 members 
Mstep: Class 10 contains 9452 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9333 members 
Mstep: Class 13 contains 31296 members 
Mstep: Class 14 contains 15695 members 
Mstep: Class 15 contains 94902 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12536 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54624 members 
Mstep: Class 20 contains 3401 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 89892 members 
Mstep: Class 23 contains 83173 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3237 members 
Mstep: Class 26 contains 5477 members 
Mstep: Class 27 contains 73061 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10130 members 
Mstep: Class 34 contains 51730 members 
Mstep: Class 35 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241864.000000 Penalty: 75375.343750
Iteration 472Q: 35 clusters Score -1.022419e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13717 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 55676 members 
Mstep: Class 5 contains 19572 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 87500 members 
Mstep: Class 9 contains 93287 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9324 members 
Mstep: Class 13 contains 31298 members 
Mstep: Class 14 contains 15662 members 
Mstep: Class 15 contains 94921 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12543 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54654 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 5374 members 
Mstep: Class 22 contains 89895 members 
Mstep: Class 23 contains 83301 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3237 members 
Mstep: Class 26 contains 5476 members 
Mstep: Class 27 contains 73131 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10131 members 
Mstep: Class 34 contains 51726 members 
Mstep: Class 35 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241680.000000 Penalty: 75375.343750
Iteration 473Q: 35 clusters Score -1.022417e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13710 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 55223 members 
Mstep: Class 5 contains 19611 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 87656 members 
Mstep: Class 9 contains 93341 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9318 members 
Mstep: Class 13 contains 31297 members 
Mstep: Class 14 contains 15628 members 
Mstep: Class 15 contains 94970 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12550 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 54669 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 89895 members 
Mstep: Class 23 contains 83412 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3237 members 
Mstep: Class 26 contains 5479 members 
Mstep: Class 27 contains 73198 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10127 members 
Mstep: Class 34 contains 51729 members 
Mstep: Class 35 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241416.000000 Penalty: 75375.343750
Iteration 474Q: 35 clusters Score -1.022414e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 54792 members 
Mstep: Class 5 contains 19638 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 87808 members 
Mstep: Class 9 contains 93402 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9320 members 
Mstep: Class 13 contains 31289 members 
Mstep: Class 14 contains 15603 members 
Mstep: Class 15 contains 94993 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12554 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54686 members 
Mstep: Class 20 contains 3410 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 89906 members 
Mstep: Class 23 contains 83540 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3237 members 
Mstep: Class 26 contains 5480 members 
Mstep: Class 27 contains 73265 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10125 members 
Mstep: Class 34 contains 51720 members 
Mstep: Class 35 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241184.000000 Penalty: 75375.343750
Iteration 475Q: 35 clusters Score -1.022412e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13678 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 54359 members 
Mstep: Class 5 contains 19657 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 87970 members 
Mstep: Class 9 contains 93439 members 
Mstep: Class 10 contains 9431 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9323 members 
Mstep: Class 13 contains 31272 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 95020 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12557 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54699 members 
Mstep: Class 20 contains 3412 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 89930 members 
Mstep: Class 23 contains 83664 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3237 members 
Mstep: Class 26 contains 5484 members 
Mstep: Class 27 contains 73350 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10127 members 
Mstep: Class 34 contains 51708 members 
Mstep: Class 35 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241048.000000 Penalty: 75375.343750
Iteration 476Q: 35 clusters Score -1.02241e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13671 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 53912 members 
Mstep: Class 5 contains 19676 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 88134 members 
Mstep: Class 9 contains 93486 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9321 members 
Mstep: Class 13 contains 31254 members 
Mstep: Class 14 contains 15544 members 
Mstep: Class 15 contains 95029 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12554 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54702 members 
Mstep: Class 20 contains 3414 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 89972 members 
Mstep: Class 23 contains 83794 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 5486 members 
Mstep: Class 27 contains 73445 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10131 members 
Mstep: Class 34 contains 51700 members 
Mstep: Class 35 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102241024.000000 Penalty: 75375.343750
Iteration 477Q: 35 clusters Score -1.02241e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13659 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 53462 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 88321 members 
Mstep: Class 9 contains 93494 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9322 members 
Mstep: Class 13 contains 31229 members 
Mstep: Class 14 contains 15521 members 
Mstep: Class 15 contains 95059 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12552 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54709 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 90002 members 
Mstep: Class 23 contains 83916 members 
Mstep: Class 24 contains 2081 members 
Mstep: Class 25 contains 3239 members 
Mstep: Class 26 contains 5486 members 
Mstep: Class 27 contains 73522 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10134 members 
Mstep: Class 34 contains 51697 members 
Mstep: Class 35 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240896.000000 Penalty: 75375.343750
Iteration 478Q: 35 clusters Score -1.022409e+08 nChanged 1340
Entering ConstructFrom: 
Score: -102240896.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -40986.082031 Penalty: 978.810242
	Iteration 0F: 2 clusters Score -40986.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40036.898438 Penalty: 1957.620483
	Iteration 0F: 3 clusters Score -40036.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40267.558594 Penalty: 1957.620483
	Iteration 1F: 3 clusters Score -40267.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40340.339844 Penalty: 1957.620483
	Iteration 2F: 3 clusters Score -40340.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40436.039062 Penalty: 1957.620483
	Iteration 3F: 3 clusters Score -40436.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40522.410156 Penalty: 1957.620483
	Iteration 4F: 3 clusters Score -40522.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40609.804688 Penalty: 1957.620483
	Iteration 5F: 3 clusters Score -40609.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40669.160156 Penalty: 1957.620483
	Iteration 6Q: 3 clusters Score -40669.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40687.746094 Penalty: 1957.620483
	Iteration 7Q: 3 clusters Score -40687.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40712.937500 Penalty: 1957.620483
	Iteration 8Q: 3 clusters Score -40712.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40717.527344 Penalty: 1957.620483
	Iteration 9Q: 3 clusters Score -40717.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40718.316406 Penalty: 1957.620483
	Iteration 10Q: 3 clusters Score -40718.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40718.316406 Penalty: 1957.620483
	Iteration 11F: 3 clusters Score -40718.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Entering Unmasked Estep 
Score: -1692025.625000 Penalty: 1547.183350
	Iteration 0F: 2 clusters Score -1692026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1682539.000000 Penalty: 3094.366699
	Iteration 0F: 3 clusters Score -1682539 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1685822.000000 Penalty: 3094.366699
	Iteration 1F: 3 clusters Score -1685822 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1686039.625000 Penalty: 3094.366699
	Iteration 2Q: 3 clusters Score -1686040 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1686193.250000 Penalty: 3094.366699
	Iteration 3Q: 3 clusters Score -1686193 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1686305.000000 Penalty: 3094.366699
	Iteration 4Q: 3 clusters Score -1686305 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1686394.250000 Penalty: 3094.366699
	Iteration 5Q: 3 clusters Score -1686394 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1686449.000000 Penalty: 3094.366699
	Iteration 6Q: 3 clusters Score -1686449 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1686506.750000 Penalty: 3094.366699
	Iteration 7Q: 3 clusters Score -1686507 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1686561.250000 Penalty: 3094.366699
	Iteration 8Q: 3 clusters Score -1686561 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1686613.750000 Penalty: 3094.366699
	Iteration 9Q: 3 clusters Score -1686614 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1686682.250000 Penalty: 3094.366699
	Iteration 10Q: 3 clusters Score -1686682 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1686767.500000 Penalty: 3094.366699
	Iteration 11Q: 3 clusters Score -1686768 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1686885.875000 Penalty: 3094.366699
	Iteration 12Q: 3 clusters Score -1686886 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1687061.500000 Penalty: 3094.366699
	Iteration 13Q: 3 clusters Score -1687062 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1687302.125000 Penalty: 3094.366699
	Iteration 14Q: 3 clusters Score -1687302 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1687639.750000 Penalty: 3094.366699
	Iteration 15Q: 3 clusters Score -1687640 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1688100.625000 Penalty: 3094.366699
	Iteration 16Q: 3 clusters Score -1688101 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1688579.500000 Penalty: 3094.366699
	Iteration 17Q: 3 clusters Score -1688580 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1689036.625000 Penalty: 3094.366699
	Iteration 18Q: 3 clusters Score -1689037 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1689377.125000 Penalty: 3094.366699
	Iteration 19Q: 3 clusters Score -1689377 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1689607.500000 Penalty: 3094.366699
	Iteration 20F: 3 clusters Score -1689608 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1689762.000000 Penalty: 3094.366699
	Iteration 21Q: 3 clusters Score -1689762 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1689858.125000 Penalty: 3094.366699
	Iteration 22Q: 3 clusters Score -1689858 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1689934.250000 Penalty: 3094.366699
	Iteration 23Q: 3 clusters Score -1689934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1689985.750000 Penalty: 3094.366699
	Iteration 24Q: 3 clusters Score -1689986 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1690026.625000 Penalty: 3094.366699
	Iteration 25Q: 3 clusters Score -1690027 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1690087.625000 Penalty: 3094.366699
	Iteration 26Q: 3 clusters Score -1690088 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1690145.750000 Penalty: 3094.366699
	Iteration 27Q: 3 clusters Score -1690146 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1690198.000000 Penalty: 3094.366699
	Iteration 28Q: 3 clusters Score -1690198 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1690266.750000 Penalty: 3094.366699
	Iteration 29Q: 3 clusters Score -1690267 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1690326.875000 Penalty: 3094.366699
	Iteration 30Q: 3 clusters Score -1690327 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1690406.875000 Penalty: 3094.366699
	Iteration 31Q: 3 clusters Score -1690407 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1690499.750000 Penalty: 3094.366699
	Iteration 32Q: 3 clusters Score -1690500 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1690571.000000 Penalty: 3094.366699
	Iteration 33Q: 3 clusters Score -1690571 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1690641.125000 Penalty: 3094.366699
	Iteration 34Q: 3 clusters Score -1690641 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1690705.625000 Penalty: 3094.366699
	Iteration 35Q: 3 clusters Score -1690706 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1690757.625000 Penalty: 3094.366699
	Iteration 36Q: 3 clusters Score -1690758 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1690791.625000 Penalty: 3094.366699
	Iteration 37Q: 3 clusters Score -1690792 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1690818.000000 Penalty: 3094.366699
	Iteration 38Q: 3 clusters Score -1690818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1690837.000000 Penalty: 3094.366699
	Iteration 39Q: 3 clusters Score -1690837 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1690872.250000 Penalty: 3094.366699
	Iteration 40F: 3 clusters Score -1690872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1690907.000000 Penalty: 3094.366699
	Iteration 41Q: 3 clusters Score -1690907 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1690933.250000 Penalty: 3094.366699
	Iteration 42Q: 3 clusters Score -1690933 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1690950.875000 Penalty: 3094.366699
	Iteration 43Q: 3 clusters Score -1690951 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1690960.875000 Penalty: 3094.366699
	Iteration 44Q: 3 clusters Score -1690961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1690971.375000 Penalty: 3094.366699
	Iteration 45Q: 3 clusters Score -1690971 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1690989.000000 Penalty: 3094.366699
	Iteration 46Q: 3 clusters Score -1690989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1691003.625000 Penalty: 3094.366699
	Iteration 47Q: 3 clusters Score -1691004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1691015.500000 Penalty: 3094.366699
	Iteration 48Q: 3 clusters Score -1691016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1691037.750000 Penalty: 3094.366699
	Iteration 49Q: 3 clusters Score -1691038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1691046.750000 Penalty: 3094.366699
	Iteration 50Q: 3 clusters Score -1691047 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1691054.500000 Penalty: 3094.366699
	Iteration 51Q: 3 clusters Score -1691054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1691063.125000 Penalty: 3094.366699
	Iteration 52Q: 3 clusters Score -1691063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1691068.875000 Penalty: 3094.366699
	Iteration 53Q: 3 clusters Score -1691069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1691074.875000 Penalty: 3094.366699
	Iteration 54Q: 3 clusters Score -1691075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1691078.750000 Penalty: 3094.366699
	Iteration 55Q: 3 clusters Score -1691079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1691081.750000 Penalty: 3094.366699
	Iteration 56Q: 3 clusters Score -1691082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1691091.250000 Penalty: 3094.366699
	Iteration 57Q: 3 clusters Score -1691091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1691094.875000 Penalty: 3094.366699
	Iteration 58Q: 3 clusters Score -1691095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1691096.125000 Penalty: 3094.366699
	Iteration 59Q: 3 clusters Score -1691096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1691100.125000 Penalty: 3094.366699
	Iteration 60F: 3 clusters Score -1691100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1691105.250000 Penalty: 3094.366699
	Iteration 61Q: 3 clusters Score -1691105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1691106.500000 Penalty: 3094.366699
	Iteration 62Q: 3 clusters Score -1691106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1691112.000000 Penalty: 3094.366699
	Iteration 63Q: 3 clusters Score -1691112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1691116.250000 Penalty: 3094.366699
	Iteration 64Q: 3 clusters Score -1691116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1691121.625000 Penalty: 3094.366699
	Iteration 65Q: 3 clusters Score -1691122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1691121.875000 Penalty: 3094.366699
	Iteration 66Q: 3 clusters Score -1691122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1691123.250000 Penalty: 3094.366699
	Iteration 67Q: 3 clusters Score -1691123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1691128.250000 Penalty: 3094.366699
	Iteration 68Q: 3 clusters Score -1691128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1691132.250000 Penalty: 3094.366699
	Iteration 69Q: 3 clusters Score -1691132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1691134.375000 Penalty: 3094.366699
	Iteration 70Q: 3 clusters Score -1691134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1691134.250000 Penalty: 3094.366699
	Iteration 71Q: 3 clusters Score -1691134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1691135.625000 Penalty: 3094.366699
	Iteration 72Q: 3 clusters Score -1691136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1691133.500000 Penalty: 3094.366699
	Iteration 73Q: 3 clusters Score -1691134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1691133.000000 Penalty: 3094.366699
	Iteration 74Q: 3 clusters Score -1691133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1691132.375000 Penalty: 3094.366699
	Iteration 75Q: 3 clusters Score -1691132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1691130.625000 Penalty: 3094.366699
	Iteration 76Q: 3 clusters Score -1691131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1691131.375000 Penalty: 3094.366699
	Iteration 77Q: 3 clusters Score -1691131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1691131.375000 Penalty: 3094.366699
	Iteration 78F: 3 clusters Score -1691131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -39657.300781 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -39657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38764.500000 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -38764.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38981.136719 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -38981.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39052.292969 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -39052.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39108.835938 Penalty: 1960.753052
	Iteration 3Q: 3 clusters Score -39108.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39144.289062 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -39144.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39186.125000 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -39186.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39214.937500 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -39214.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39251.761719 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -39251.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39325.292969 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -39325.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39404.972656 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -39404.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39493.738281 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -39493.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39555.667969 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -39555.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -39577.429688 Penalty: 1960.753052
	Iteration 12Q: 3 clusters Score -39577.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -39581.550781 Penalty: 1960.753052
	Iteration 13Q: 3 clusters Score -39581.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39583.480469 Penalty: 1960.753052
	Iteration 14Q: 3 clusters Score -39583.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39631.218750 Penalty: 1960.753052
	Iteration 15F: 3 clusters Score -39631.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39768.976562 Penalty: 1960.753052
	Iteration 16Q: 3 clusters Score -39768.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39807.890625 Penalty: 1960.753052
	Iteration 17Q: 3 clusters Score -39807.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39833.828125 Penalty: 1960.753052
	Iteration 18Q: 3 clusters Score -39833.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39841.789062 Penalty: 1960.753052
	Iteration 19Q: 3 clusters Score -39841.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39848.429688 Penalty: 1960.753052
	Iteration 20F: 3 clusters Score -39848.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39856.382812 Penalty: 1960.753052
	Iteration 21Q: 3 clusters Score -39856.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39883.730469 Penalty: 1960.753052
	Iteration 22Q: 3 clusters Score -39883.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39884.429688 Penalty: 1960.753052
	Iteration 23Q: 3 clusters Score -39884.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39884.429688 Penalty: 1960.753052
	Iteration 24F: 3 clusters Score -39884.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13645 members 
Mstep: Class 3 contains 276 members 
Mstep: Class 4 contains 52997 members 
Mstep: Class 5 contains 19797 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 88513 members 
Mstep: Class 9 contains 93499 members 
Mstep: Class 10 contains 9410 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9330 members 
Mstep: Class 13 contains 31206 members 
Mstep: Class 14 contains 15486 members 
Mstep: Class 15 contains 95111 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12548 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 3418 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 90027 members 
Mstep: Class 23 contains 84019 members 
Mstep: Class 24 contains 2081 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 73596 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10138 members 
Mstep: Class 33 contains 141 members 
Mstep: Class 34 contains 51694 members 
Mstep: Class 35 contains 1553 members 
Entering Unmasked Estep 
Score: -102239672.000000 Penalty: 77592.265625
Splitting cluster 3 changes total score from -102240896.000000 to -102239672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (52997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Entering Unmasked Estep 
Score: -6520955.000000 Penalty: 1767.673462
	Iteration 0F: 2 clusters Score -6520955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -6485492.000000 Penalty: 3535.346924
	Iteration 0F: 3 clusters Score -6485492 nChanged 25032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -6499604.500000 Penalty: 3535.346924
	Iteration 1F: 3 clusters Score -6499604 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -6500165.000000 Penalty: 3535.346924
	Iteration 2Q: 3 clusters Score -6500165 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -6500981.500000 Penalty: 3535.346924
	Iteration 3Q: 3 clusters Score -6500982 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -6502261.000000 Penalty: 3535.346924
	Iteration 4F: 3 clusters Score -6502261 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -6504761.000000 Penalty: 3535.346924
	Iteration 5F: 3 clusters Score -6504761 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -6508607.500000 Penalty: 3535.346924
	Iteration 6F: 3 clusters Score -6508608 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -6513223.000000 Penalty: 3535.346924
	Iteration 7F: 3 clusters Score -6513223 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6516936.000000 Penalty: 3535.346924
	Iteration 8F: 3 clusters Score -6516936 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6518626.500000 Penalty: 3535.346924
	Iteration 9Q: 3 clusters Score -6518626 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6519062.500000 Penalty: 3535.346924
	Iteration 10Q: 3 clusters Score -6519062 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6519188.500000 Penalty: 3535.346924
	Iteration 11Q: 3 clusters Score -6519188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6519278.000000 Penalty: 3535.346924
	Iteration 12Q: 3 clusters Score -6519278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6519305.500000 Penalty: 3535.346924
	Iteration 13Q: 3 clusters Score -6519306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6519319.500000 Penalty: 3535.346924
	Iteration 14Q: 3 clusters Score -6519320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6519329.000000 Penalty: 3535.346924
	Iteration 15Q: 3 clusters Score -6519329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6519332.000000 Penalty: 3535.346924
	Iteration 16Q: 3 clusters Score -6519332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6519339.500000 Penalty: 3535.346924
	Iteration 17Q: 3 clusters Score -6519340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6519351.500000 Penalty: 3535.346924
	Iteration 18Q: 3 clusters Score -6519352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6519356.500000 Penalty: 3535.346924
	Iteration 19Q: 3 clusters Score -6519356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6519357.500000 Penalty: 3535.346924
	Iteration 20F: 3 clusters Score -6519358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Entering Unmasked Estep 
Score: -2462364.750000 Penalty: 1607.658936
	Iteration 0F: 2 clusters Score -2462365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2448865.500000 Penalty: 3215.317871
	Iteration 0F: 3 clusters Score -2448866 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2453747.250000 Penalty: 3215.317871
	Iteration 1F: 3 clusters Score -2453747 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2454026.000000 Penalty: 3215.317871
	Iteration 2Q: 3 clusters Score -2454026 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2454292.500000 Penalty: 3215.317871
	Iteration 3Q: 3 clusters Score -2454292 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2454509.250000 Penalty: 3215.317871
	Iteration 4Q: 3 clusters Score -2454509 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2454738.250000 Penalty: 3215.317871
	Iteration 5Q: 3 clusters Score -2454738 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2455001.250000 Penalty: 3215.317871
	Iteration 6Q: 3 clusters Score -2455001 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2455323.250000 Penalty: 3215.317871
	Iteration 7Q: 3 clusters Score -2455323 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2455748.250000 Penalty: 3215.317871
	Iteration 8Q: 3 clusters Score -2455748 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2456300.750000 Penalty: 3215.317871
	Iteration 9Q: 3 clusters Score -2456301 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2457026.500000 Penalty: 3215.317871
	Iteration 10F: 3 clusters Score -2457026 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2457841.500000 Penalty: 3215.317871
	Iteration 11F: 3 clusters Score -2457842 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2458603.250000 Penalty: 3215.317871
	Iteration 12Q: 3 clusters Score -2458603 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2459144.750000 Penalty: 3215.317871
	Iteration 13Q: 3 clusters Score -2459145 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2459477.000000 Penalty: 3215.317871
	Iteration 14Q: 3 clusters Score -2459477 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2459690.000000 Penalty: 3215.317871
	Iteration 15Q: 3 clusters Score -2459690 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2459842.500000 Penalty: 3215.317871
	Iteration 16Q: 3 clusters Score -2459842 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2459991.750000 Penalty: 3215.317871
	Iteration 17Q: 3 clusters Score -2459992 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2460116.000000 Penalty: 3215.317871
	Iteration 18Q: 3 clusters Score -2460116 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2460203.750000 Penalty: 3215.317871
	Iteration 19Q: 3 clusters Score -2460204 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2460300.000000 Penalty: 3215.317871
	Iteration 20F: 3 clusters Score -2460300 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2460388.250000 Penalty: 3215.317871
	Iteration 21Q: 3 clusters Score -2460388 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2460468.750000 Penalty: 3215.317871
	Iteration 22Q: 3 clusters Score -2460469 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2460523.250000 Penalty: 3215.317871
	Iteration 23Q: 3 clusters Score -2460523 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2460571.500000 Penalty: 3215.317871
	Iteration 24Q: 3 clusters Score -2460572 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2460626.750000 Penalty: 3215.317871
	Iteration 25Q: 3 clusters Score -2460627 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2460667.000000 Penalty: 3215.317871
	Iteration 26Q: 3 clusters Score -2460667 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2460696.750000 Penalty: 3215.317871
	Iteration 27Q: 3 clusters Score -2460697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2460717.500000 Penalty: 3215.317871
	Iteration 28Q: 3 clusters Score -2460718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2460746.750000 Penalty: 3215.317871
	Iteration 29Q: 3 clusters Score -2460747 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2460766.750000 Penalty: 3215.317871
	Iteration 30Q: 3 clusters Score -2460767 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2460781.000000 Penalty: 3215.317871
	Iteration 31Q: 3 clusters Score -2460781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2460792.000000 Penalty: 3215.317871
	Iteration 32Q: 3 clusters Score -2460792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2460799.500000 Penalty: 3215.317871
	Iteration 33Q: 3 clusters Score -2460800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2460817.750000 Penalty: 3215.317871
	Iteration 34Q: 3 clusters Score -2460818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2460827.750000 Penalty: 3215.317871
	Iteration 35Q: 3 clusters Score -2460828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2460840.750000 Penalty: 3215.317871
	Iteration 36Q: 3 clusters Score -2460841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2460845.000000 Penalty: 3215.317871
	Iteration 37Q: 3 clusters Score -2460845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2460857.250000 Penalty: 3215.317871
	Iteration 38Q: 3 clusters Score -2460857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2460864.750000 Penalty: 3215.317871
	Iteration 39Q: 3 clusters Score -2460865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2460874.250000 Penalty: 3215.317871
	Iteration 40F: 3 clusters Score -2460874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2460889.000000 Penalty: 3215.317871
	Iteration 41Q: 3 clusters Score -2460889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2460900.000000 Penalty: 3215.317871
	Iteration 42Q: 3 clusters Score -2460900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2460910.750000 Penalty: 3215.317871
	Iteration 43Q: 3 clusters Score -2460911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2460921.250000 Penalty: 3215.317871
	Iteration 44Q: 3 clusters Score -2460921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2460929.500000 Penalty: 3215.317871
	Iteration 45Q: 3 clusters Score -2460930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2460933.250000 Penalty: 3215.317871
	Iteration 46Q: 3 clusters Score -2460933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2460941.000000 Penalty: 3215.317871
	Iteration 47Q: 3 clusters Score -2460941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2460947.750000 Penalty: 3215.317871
	Iteration 48Q: 3 clusters Score -2460948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2460954.750000 Penalty: 3215.317871
	Iteration 49Q: 3 clusters Score -2460955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2460961.250000 Penalty: 3215.317871
	Iteration 50Q: 3 clusters Score -2460961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2460969.750000 Penalty: 3215.317871
	Iteration 51Q: 3 clusters Score -2460970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2460974.250000 Penalty: 3215.317871
	Iteration 52Q: 3 clusters Score -2460974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2460979.000000 Penalty: 3215.317871
	Iteration 53Q: 3 clusters Score -2460979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2460983.000000 Penalty: 3215.317871
	Iteration 54Q: 3 clusters Score -2460983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2460984.750000 Penalty: 3215.317871
	Iteration 55Q: 3 clusters Score -2460985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2460989.750000 Penalty: 3215.317871
	Iteration 56Q: 3 clusters Score -2460990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2460991.000000 Penalty: 3215.317871
	Iteration 57Q: 3 clusters Score -2460991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2460991.250000 Penalty: 3215.317871
	Iteration 58Q: 3 clusters Score -2460991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2460989.000000 Penalty: 3215.317871
	Iteration 59Q: 3 clusters Score -2460989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2460990.750000 Penalty: 3215.317871
	Iteration 60F: 3 clusters Score -2460991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2460994.500000 Penalty: 3215.317871
	Iteration 61Q: 3 clusters Score -2460994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2460993.750000 Penalty: 3215.317871
	Iteration 62Q: 3 clusters Score -2460994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2460994.750000 Penalty: 3215.317871
	Iteration 63Q: 3 clusters Score -2460995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2460995.750000 Penalty: 3215.317871
	Iteration 64Q: 3 clusters Score -2460996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2460996.250000 Penalty: 3215.317871
	Iteration 65Q: 3 clusters Score -2460996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2460996.250000 Penalty: 3215.317871
	Iteration 66Q: 3 clusters Score -2460996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2460998.500000 Penalty: 3215.317871
	Iteration 67Q: 3 clusters Score -2460998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2460998.500000 Penalty: 3215.317871
	Iteration 68F: 3 clusters Score -2460998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -409159.875000 Penalty: 1326.130615
	Iteration 0F: 2 clusters Score -409159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -406115.468750 Penalty: 2652.261230
	Iteration 0F: 3 clusters Score -406115.5 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -406984.562500 Penalty: 2652.261230
	Iteration 1F: 3 clusters Score -406984.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -407184.343750 Penalty: 2652.261230
	Iteration 2F: 3 clusters Score -407184.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -407339.375000 Penalty: 2652.261230
	Iteration 3F: 3 clusters Score -407339.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -407498.093750 Penalty: 2652.261230
	Iteration 4F: 3 clusters Score -407498.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -407623.718750 Penalty: 2652.261230
	Iteration 5Q: 3 clusters Score -407623.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -407725.812500 Penalty: 2652.261230
	Iteration 6Q: 3 clusters Score -407725.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -407810.437500 Penalty: 2652.261230
	Iteration 7Q: 3 clusters Score -407810.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -407877.687500 Penalty: 2652.261230
	Iteration 8Q: 3 clusters Score -407877.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -407929.312500 Penalty: 2652.261230
	Iteration 9Q: 3 clusters Score -407929.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -407967.281250 Penalty: 2652.261230
	Iteration 10Q: 3 clusters Score -407967.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -408014.093750 Penalty: 2652.261230
	Iteration 11Q: 3 clusters Score -408014.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -408047.000000 Penalty: 2652.261230
	Iteration 12Q: 3 clusters Score -408047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -408081.468750 Penalty: 2652.261230
	Iteration 13Q: 3 clusters Score -408081.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -408106.750000 Penalty: 2652.261230
	Iteration 14Q: 3 clusters Score -408106.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -408125.843750 Penalty: 2652.261230
	Iteration 15Q: 3 clusters Score -408125.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -408140.843750 Penalty: 2652.261230
	Iteration 16Q: 3 clusters Score -408140.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -408150.281250 Penalty: 2652.261230
	Iteration 17Q: 3 clusters Score -408150.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -408159.125000 Penalty: 2652.261230
	Iteration 18Q: 3 clusters Score -408159.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -408169.000000 Penalty: 2652.261230
	Iteration 19Q: 3 clusters Score -408169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -408179.281250 Penalty: 2652.261230
	Iteration 20F: 3 clusters Score -408179.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -408192.562500 Penalty: 2652.261230
	Iteration 21Q: 3 clusters Score -408192.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -408203.437500 Penalty: 2652.261230
	Iteration 22Q: 3 clusters Score -408203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -408210.312500 Penalty: 2652.261230
	Iteration 23Q: 3 clusters Score -408210.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -408220.156250 Penalty: 2652.261230
	Iteration 24Q: 3 clusters Score -408220.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -408227.562500 Penalty: 2652.261230
	Iteration 25Q: 3 clusters Score -408227.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -408235.562500 Penalty: 2652.261230
	Iteration 26Q: 3 clusters Score -408235.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -408244.968750 Penalty: 2652.261230
	Iteration 27Q: 3 clusters Score -408245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -408254.500000 Penalty: 2652.261230
	Iteration 28Q: 3 clusters Score -408254.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -408263.593750 Penalty: 2652.261230
	Iteration 29Q: 3 clusters Score -408263.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -408270.687500 Penalty: 2652.261230
	Iteration 30Q: 3 clusters Score -408270.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -408278.187500 Penalty: 2652.261230
	Iteration 31Q: 3 clusters Score -408278.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -408284.218750 Penalty: 2652.261230
	Iteration 32Q: 3 clusters Score -408284.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -408293.406250 Penalty: 2652.261230
	Iteration 33Q: 3 clusters Score -408293.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -408300.843750 Penalty: 2652.261230
	Iteration 34Q: 3 clusters Score -408300.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -408307.781250 Penalty: 2652.261230
	Iteration 35Q: 3 clusters Score -408307.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -408316.843750 Penalty: 2652.261230
	Iteration 36Q: 3 clusters Score -408316.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -408327.000000 Penalty: 2652.261230
	Iteration 37Q: 3 clusters Score -408327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -408342.937500 Penalty: 2652.261230
	Iteration 38Q: 3 clusters Score -408342.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -408358.312500 Penalty: 2652.261230
	Iteration 39Q: 3 clusters Score -408358.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -408370.812500 Penalty: 2652.261230
	Iteration 40F: 3 clusters Score -408370.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -408380.968750 Penalty: 2652.261230
	Iteration 41Q: 3 clusters Score -408381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -408390.625000 Penalty: 2652.261230
	Iteration 42Q: 3 clusters Score -408390.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -408395.343750 Penalty: 2652.261230
	Iteration 43Q: 3 clusters Score -408395.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -408404.906250 Penalty: 2652.261230
	Iteration 44Q: 3 clusters Score -408404.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -408415.187500 Penalty: 2652.261230
	Iteration 45Q: 3 clusters Score -408415.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -408420.968750 Penalty: 2652.261230
	Iteration 46Q: 3 clusters Score -408421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -408424.218750 Penalty: 2652.261230
	Iteration 47Q: 3 clusters Score -408424.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -408426.906250 Penalty: 2652.261230
	Iteration 48Q: 3 clusters Score -408426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -408428.468750 Penalty: 2652.261230
	Iteration 49Q: 3 clusters Score -408428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -408435.375000 Penalty: 2652.261230
	Iteration 50Q: 3 clusters Score -408435.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -408442.187500 Penalty: 2652.261230
	Iteration 51Q: 3 clusters Score -408442.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -408449.375000 Penalty: 2652.261230
	Iteration 52Q: 3 clusters Score -408449.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -408457.406250 Penalty: 2652.261230
	Iteration 53Q: 3 clusters Score -408457.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -408464.343750 Penalty: 2652.261230
	Iteration 54Q: 3 clusters Score -408464.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -408474.000000 Penalty: 2652.261230
	Iteration 55Q: 3 clusters Score -408474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -408485.468750 Penalty: 2652.261230
	Iteration 56Q: 3 clusters Score -408485.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -408489.406250 Penalty: 2652.261230
	Iteration 57Q: 3 clusters Score -408489.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -408495.156250 Penalty: 2652.261230
	Iteration 58Q: 3 clusters Score -408495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -408499.906250 Penalty: 2652.261230
	Iteration 59Q: 3 clusters Score -408499.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -408503.125000 Penalty: 2652.261230
	Iteration 60F: 3 clusters Score -408503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -408506.906250 Penalty: 2652.261230
	Iteration 61Q: 3 clusters Score -408506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -408513.062500 Penalty: 2652.261230
	Iteration 62Q: 3 clusters Score -408513.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -408516.875000 Penalty: 2652.261230
	Iteration 63Q: 3 clusters Score -408516.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -408519.375000 Penalty: 2652.261230
	Iteration 64Q: 3 clusters Score -408519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -408521.312500 Penalty: 2652.261230
	Iteration 65Q: 3 clusters Score -408521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -408524.687500 Penalty: 2652.261230
	Iteration 66Q: 3 clusters Score -408524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -408526.718750 Penalty: 2652.261230
	Iteration 67Q: 3 clusters Score -408526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -408527.437500 Penalty: 2652.261230
	Iteration 68Q: 3 clusters Score -408527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -408529.093750 Penalty: 2652.261230
	Iteration 69Q: 3 clusters Score -408529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -408529.156250 Penalty: 2652.261230
	Iteration 70Q: 3 clusters Score -408529.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -408529.156250 Penalty: 2652.261230
	Iteration 71F: 3 clusters Score -408529.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -465039.875000 Penalty: 1346.927734
	Iteration 0F: 2 clusters Score -465039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -461734.812500 Penalty: 2693.855469
	Iteration 0F: 3 clusters Score -461734.8 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -462609.125000 Penalty: 2693.855469
	Iteration 1F: 3 clusters Score -462609.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -462775.437500 Penalty: 2693.855469
	Iteration 2F: 3 clusters Score -462775.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -462891.375000 Penalty: 2693.855469
	Iteration 3F: 3 clusters Score -462891.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -462986.406250 Penalty: 2693.855469
	Iteration 4Q: 3 clusters Score -462986.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -463071.593750 Penalty: 2693.855469
	Iteration 5Q: 3 clusters Score -463071.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -463148.468750 Penalty: 2693.855469
	Iteration 6Q: 3 clusters Score -463148.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -463232.062500 Penalty: 2693.855469
	Iteration 7Q: 3 clusters Score -463232.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -463337.656250 Penalty: 2693.855469
	Iteration 8Q: 3 clusters Score -463337.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -463463.437500 Penalty: 2693.855469
	Iteration 9Q: 3 clusters Score -463463.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -463587.093750 Penalty: 2693.855469
	Iteration 10Q: 3 clusters Score -463587.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -463701.375000 Penalty: 2693.855469
	Iteration 11Q: 3 clusters Score -463701.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -463787.500000 Penalty: 2693.855469
	Iteration 12Q: 3 clusters Score -463787.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -463839.812500 Penalty: 2693.855469
	Iteration 13Q: 3 clusters Score -463839.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -463897.843750 Penalty: 2693.855469
	Iteration 14Q: 3 clusters Score -463897.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -463940.250000 Penalty: 2693.855469
	Iteration 15Q: 3 clusters Score -463940.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -463972.281250 Penalty: 2693.855469
	Iteration 16Q: 3 clusters Score -463972.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -463998.125000 Penalty: 2693.855469
	Iteration 17Q: 3 clusters Score -463998.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -464022.875000 Penalty: 2693.855469
	Iteration 18Q: 3 clusters Score -464022.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -464052.218750 Penalty: 2693.855469
	Iteration 19Q: 3 clusters Score -464052.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -464071.687500 Penalty: 2693.855469
	Iteration 20F: 3 clusters Score -464071.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -464084.843750 Penalty: 2693.855469
	Iteration 21Q: 3 clusters Score -464084.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -464100.562500 Penalty: 2693.855469
	Iteration 22Q: 3 clusters Score -464100.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -464111.093750 Penalty: 2693.855469
	Iteration 23Q: 3 clusters Score -464111.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -464120.812500 Penalty: 2693.855469
	Iteration 24Q: 3 clusters Score -464120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -464126.000000 Penalty: 2693.855469
	Iteration 25Q: 3 clusters Score -464126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -464132.687500 Penalty: 2693.855469
	Iteration 26Q: 3 clusters Score -464132.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -464137.656250 Penalty: 2693.855469
	Iteration 27Q: 3 clusters Score -464137.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -464142.406250 Penalty: 2693.855469
	Iteration 28Q: 3 clusters Score -464142.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -464148.218750 Penalty: 2693.855469
	Iteration 29Q: 3 clusters Score -464148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -464151.406250 Penalty: 2693.855469
	Iteration 30Q: 3 clusters Score -464151.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -464154.468750 Penalty: 2693.855469
	Iteration 31Q: 3 clusters Score -464154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -464155.031250 Penalty: 2693.855469
	Iteration 32Q: 3 clusters Score -464155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -464156.031250 Penalty: 2693.855469
	Iteration 33Q: 3 clusters Score -464156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -464157.812500 Penalty: 2693.855469
	Iteration 34Q: 3 clusters Score -464157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -464160.093750 Penalty: 2693.855469
	Iteration 35Q: 3 clusters Score -464160.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -464166.562500 Penalty: 2693.855469
	Iteration 36Q: 3 clusters Score -464166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -464174.250000 Penalty: 2693.855469
	Iteration 37Q: 3 clusters Score -464174.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -464179.437500 Penalty: 2693.855469
	Iteration 38Q: 3 clusters Score -464179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -464186.093750 Penalty: 2693.855469
	Iteration 39Q: 3 clusters Score -464186.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -464195.281250 Penalty: 2693.855469
	Iteration 40F: 3 clusters Score -464195.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -464211.093750 Penalty: 2693.855469
	Iteration 41Q: 3 clusters Score -464211.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -464218.937500 Penalty: 2693.855469
	Iteration 42Q: 3 clusters Score -464218.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -464227.281250 Penalty: 2693.855469
	Iteration 43Q: 3 clusters Score -464227.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -464231.687500 Penalty: 2693.855469
	Iteration 44Q: 3 clusters Score -464231.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -464237.500000 Penalty: 2693.855469
	Iteration 45Q: 3 clusters Score -464237.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -464242.593750 Penalty: 2693.855469
	Iteration 46Q: 3 clusters Score -464242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -464247.125000 Penalty: 2693.855469
	Iteration 47Q: 3 clusters Score -464247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -464250.937500 Penalty: 2693.855469
	Iteration 48Q: 3 clusters Score -464250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -464251.531250 Penalty: 2693.855469
	Iteration 49Q: 3 clusters Score -464251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -464251.531250 Penalty: 2693.855469
	Iteration 50F: 3 clusters Score -464251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (88513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Entering Unmasked Estep 
Score: -10950057.000000 Penalty: 1851.021973
	Iteration 0F: 2 clusters Score -1.095006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -10891321.000000 Penalty: 3702.043945
	Iteration 0F: 3 clusters Score -1.089132e+07 nChanged 42495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -10915919.000000 Penalty: 3702.043945
	Iteration 1F: 3 clusters Score -1.091592e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -10916577.000000 Penalty: 3702.043945
	Iteration 2Q: 3 clusters Score -1.091658e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -10917546.000000 Penalty: 3702.043945
	Iteration 3Q: 3 clusters Score -1.091755e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -10919018.000000 Penalty: 3702.043945
	Iteration 4Q: 3 clusters Score -1.091902e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -10921348.000000 Penalty: 3702.043945
	Iteration 5F: 3 clusters Score -1.092135e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -10925165.000000 Penalty: 3702.043945
	Iteration 6F: 3 clusters Score -1.092516e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -10930114.000000 Penalty: 3702.043945
	Iteration 7F: 3 clusters Score -1.093011e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -10935044.000000 Penalty: 3702.043945
	Iteration 8F: 3 clusters Score -1.093504e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -10938093.000000 Penalty: 3702.043945
	Iteration 9F: 3 clusters Score -1.093809e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -10939569.000000 Penalty: 3702.043945
	Iteration 10Q: 3 clusters Score -1.093957e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -10940572.000000 Penalty: 3702.043945
	Iteration 11Q: 3 clusters Score -1.094057e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -10941318.000000 Penalty: 3702.043945
	Iteration 12Q: 3 clusters Score -1.094132e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -10942139.000000 Penalty: 3702.043945
	Iteration 13Q: 3 clusters Score -1.094214e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -10942872.000000 Penalty: 3702.043945
	Iteration 14Q: 3 clusters Score -1.094287e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69606 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -10943482.000000 Penalty: 3702.043945
	Iteration 15Q: 3 clusters Score -1.094348e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -10943966.000000 Penalty: 3702.043945
	Iteration 16Q: 3 clusters Score -1.094397e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -10944412.000000 Penalty: 3702.043945
	Iteration 17Q: 3 clusters Score -1.094441e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -10944896.000000 Penalty: 3702.043945
	Iteration 18Q: 3 clusters Score -1.09449e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -10945265.000000 Penalty: 3702.043945
	Iteration 19Q: 3 clusters Score -1.094526e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -10945617.000000 Penalty: 3702.043945
	Iteration 20F: 3 clusters Score -1.094562e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -10945885.000000 Penalty: 3702.043945
	Iteration 21Q: 3 clusters Score -1.094588e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -10946115.000000 Penalty: 3702.043945
	Iteration 22Q: 3 clusters Score -1.094612e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76522 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -10946348.000000 Penalty: 3702.043945
	Iteration 23Q: 3 clusters Score -1.094635e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -10946535.000000 Penalty: 3702.043945
	Iteration 24Q: 3 clusters Score -1.094654e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -10946712.000000 Penalty: 3702.043945
	Iteration 25Q: 3 clusters Score -1.094671e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -10946884.000000 Penalty: 3702.043945
	Iteration 26Q: 3 clusters Score -1.094688e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -10947068.000000 Penalty: 3702.043945
	Iteration 27Q: 3 clusters Score -1.094707e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -10947203.000000 Penalty: 3702.043945
	Iteration 28Q: 3 clusters Score -1.09472e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -10947423.000000 Penalty: 3702.043945
	Iteration 29Q: 3 clusters Score -1.094742e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80818 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -10947579.000000 Penalty: 3702.043945
	Iteration 30Q: 3 clusters Score -1.094758e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -10947701.000000 Penalty: 3702.043945
	Iteration 31Q: 3 clusters Score -1.09477e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -10947804.000000 Penalty: 3702.043945
	Iteration 32Q: 3 clusters Score -1.09478e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82470 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -10947953.000000 Penalty: 3702.043945
	Iteration 33Q: 3 clusters Score -1.094795e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -10948013.000000 Penalty: 3702.043945
	Iteration 34Q: 3 clusters Score -1.094801e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -10948103.000000 Penalty: 3702.043945
	Iteration 35Q: 3 clusters Score -1.09481e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -10948153.000000 Penalty: 3702.043945
	Iteration 36Q: 3 clusters Score -1.094815e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -10948170.000000 Penalty: 3702.043945
	Iteration 37Q: 3 clusters Score -1.094817e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -10948187.000000 Penalty: 3702.043945
	Iteration 38Q: 3 clusters Score -1.094819e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -10948258.000000 Penalty: 3702.043945
	Iteration 39Q: 3 clusters Score -1.094826e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85143 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -10948325.000000 Penalty: 3702.043945
	Iteration 40F: 3 clusters Score -1.094832e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -10948399.000000 Penalty: 3702.043945
	Iteration 41Q: 3 clusters Score -1.09484e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -10948402.000000 Penalty: 3702.043945
	Iteration 42Q: 3 clusters Score -1.09484e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -10948431.000000 Penalty: 3702.043945
	Iteration 43Q: 3 clusters Score -1.094843e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -10948444.000000 Penalty: 3702.043945
	Iteration 44Q: 3 clusters Score -1.094844e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -10948467.000000 Penalty: 3702.043945
	Iteration 45Q: 3 clusters Score -1.094847e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -10948480.000000 Penalty: 3702.043945
	Iteration 46Q: 3 clusters Score -1.094848e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -10948516.000000 Penalty: 3702.043945
	Iteration 47Q: 3 clusters Score -1.094852e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10948552.000000 Penalty: 3702.043945
	Iteration 48Q: 3 clusters Score -1.094855e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -10948556.000000 Penalty: 3702.043945
	Iteration 49Q: 3 clusters Score -1.094856e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -10948594.000000 Penalty: 3702.043945
	Iteration 50Q: 3 clusters Score -1.094859e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -10948610.000000 Penalty: 3702.043945
	Iteration 51Q: 3 clusters Score -1.094861e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -10948618.000000 Penalty: 3702.043945
	Iteration 52Q: 3 clusters Score -1.094862e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10948635.000000 Penalty: 3702.043945
	Iteration 53Q: 3 clusters Score -1.094864e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -10948643.000000 Penalty: 3702.043945
	Iteration 54Q: 3 clusters Score -1.094864e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -10948661.000000 Penalty: 3702.043945
	Iteration 55Q: 3 clusters Score -1.094866e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -10948649.000000 Penalty: 3702.043945
	Iteration 56Q: 3 clusters Score -1.094865e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10948657.000000 Penalty: 3702.043945
	Iteration 57Q: 3 clusters Score -1.094866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10948656.000000 Penalty: 3702.043945
	Iteration 58Q: 3 clusters Score -1.094866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10948671.000000 Penalty: 3702.043945
	Iteration 59Q: 3 clusters Score -1.094867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10948673.000000 Penalty: 3702.043945
	Iteration 60F: 3 clusters Score -1.094867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -10948671.000000 Penalty: 3702.043945
	Iteration 61Q: 3 clusters Score -1.094867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10948680.000000 Penalty: 3702.043945
	Iteration 62Q: 3 clusters Score -1.094868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10948682.000000 Penalty: 3702.043945
	Iteration 63Q: 3 clusters Score -1.094868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -10948676.000000 Penalty: 3702.043945
	Iteration 64Q: 3 clusters Score -1.094868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10948694.000000 Penalty: 3702.043945
	Iteration 65Q: 3 clusters Score -1.094869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10948680.000000 Penalty: 3702.043945
	Iteration 66Q: 3 clusters Score -1.094868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10948683.000000 Penalty: 3702.043945
	Iteration 67Q: 3 clusters Score -1.094868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10948712.000000 Penalty: 3702.043945
	Iteration 68Q: 3 clusters Score -1.094871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10948723.000000 Penalty: 3702.043945
	Iteration 69Q: 3 clusters Score -1.094872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10948711.000000 Penalty: 3702.043945
	Iteration 70Q: 3 clusters Score -1.094871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -10948700.000000 Penalty: 3702.043945
	Iteration 71Q: 3 clusters Score -1.09487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10948685.000000 Penalty: 3702.043945
	Iteration 72Q: 3 clusters Score -1.094868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10948714.000000 Penalty: 3702.043945
	Iteration 73Q: 3 clusters Score -1.094871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10948714.000000 Penalty: 3702.043945
	Iteration 74Q: 3 clusters Score -1.094871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87335 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10948713.000000 Penalty: 3702.043945
	Iteration 75Q: 3 clusters Score -1.094871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87343 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -10948713.000000 Penalty: 3702.043945
	Iteration 76Q: 3 clusters Score -1.094871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10948714.000000 Penalty: 3702.043945
	Iteration 77Q: 3 clusters Score -1.094871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87354 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10948706.000000 Penalty: 3702.043945
	Iteration 78Q: 3 clusters Score -1.094871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -10948715.000000 Penalty: 3702.043945
	Iteration 79Q: 3 clusters Score -1.094872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10948710.000000 Penalty: 3702.043945
	Iteration 80F: 3 clusters Score -1.094871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10948706.000000 Penalty: 3702.043945
	Iteration 81Q: 3 clusters Score -1.094871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10948704.000000 Penalty: 3702.043945
	Iteration 82Q: 3 clusters Score -1.09487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87390 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10948717.000000 Penalty: 3702.043945
	Iteration 83Q: 3 clusters Score -1.094872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -10948723.000000 Penalty: 3702.043945
	Iteration 84Q: 3 clusters Score -1.094872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10948723.000000 Penalty: 3702.043945
	Iteration 85Q: 3 clusters Score -1.094872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10948729.000000 Penalty: 3702.043945
	Iteration 86Q: 3 clusters Score -1.094873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10948722.000000 Penalty: 3702.043945
	Iteration 87Q: 3 clusters Score -1.094872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87422 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10948722.000000 Penalty: 3702.043945
	Iteration 88Q: 3 clusters Score -1.094872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10948728.000000 Penalty: 3702.043945
	Iteration 89Q: 3 clusters Score -1.094873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -10948725.000000 Penalty: 3702.043945
	Iteration 90Q: 3 clusters Score -1.094872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10948730.000000 Penalty: 3702.043945
	Iteration 91Q: 3 clusters Score -1.094873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87443 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10948729.000000 Penalty: 3702.043945
	Iteration 92Q: 3 clusters Score -1.094873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -10948738.000000 Penalty: 3702.043945
	Iteration 93Q: 3 clusters Score -1.094874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87449 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10948735.000000 Penalty: 3702.043945
	Iteration 94Q: 3 clusters Score -1.094874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10948727.000000 Penalty: 3702.043945
	Iteration 95Q: 3 clusters Score -1.094873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10948735.000000 Penalty: 3702.043945
	Iteration 96Q: 3 clusters Score -1.094874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10948731.000000 Penalty: 3702.043945
	Iteration 97Q: 3 clusters Score -1.094873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10948732.000000 Penalty: 3702.043945
	Iteration 98Q: 3 clusters Score -1.094873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10948732.000000 Penalty: 3702.043945
	Iteration 99F: 3 clusters Score -1.094873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Entering Unmasked Estep 
Score: -11582818.000000 Penalty: 1859.927246
	Iteration 0F: 2 clusters Score -1.158282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -11522594.000000 Penalty: 3719.854492
	Iteration 0F: 3 clusters Score -1.152259e+07 nChanged 44569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -11547887.000000 Penalty: 3719.854492
	Iteration 1F: 3 clusters Score -1.154789e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -11548463.000000 Penalty: 3719.854492
	Iteration 2Q: 3 clusters Score -1.154846e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -11549427.000000 Penalty: 3719.854492
	Iteration 3Q: 3 clusters Score -1.154943e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -11550668.000000 Penalty: 3719.854492
	Iteration 4Q: 3 clusters Score -1.155067e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -11552484.000000 Penalty: 3719.854492
	Iteration 5Q: 3 clusters Score -1.155248e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -11555161.000000 Penalty: 3719.854492
	Iteration 6Q: 3 clusters Score -1.155516e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -11558714.000000 Penalty: 3719.854492
	Iteration 7F: 3 clusters Score -1.155871e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -11563199.000000 Penalty: 3719.854492
	Iteration 8F: 3 clusters Score -1.15632e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -11567169.000000 Penalty: 3719.854492
	Iteration 9F: 3 clusters Score -1.156717e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 58484 members 
Entering Unmasked Estep 
Score: -11569411.000000 Penalty: 3719.854492
	Iteration 10Q: 3 clusters Score -1.156941e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -11570390.000000 Penalty: 3719.854492
	Iteration 11Q: 3 clusters Score -1.157039e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -11570768.000000 Penalty: 3719.854492
	Iteration 12Q: 3 clusters Score -1.157077e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -11570981.000000 Penalty: 3719.854492
	Iteration 13Q: 3 clusters Score -1.157098e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -11571200.000000 Penalty: 3719.854492
	Iteration 14Q: 3 clusters Score -1.15712e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -11571323.000000 Penalty: 3719.854492
	Iteration 15Q: 3 clusters Score -1.157132e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -11571498.000000 Penalty: 3719.854492
	Iteration 16Q: 3 clusters Score -1.15715e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -11571604.000000 Penalty: 3719.854492
	Iteration 17Q: 3 clusters Score -1.15716e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -11571737.000000 Penalty: 3719.854492
	Iteration 18Q: 3 clusters Score -1.157174e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -11571815.000000 Penalty: 3719.854492
	Iteration 19Q: 3 clusters Score -1.157182e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -11572000.000000 Penalty: 3719.854492
	Iteration 20F: 3 clusters Score -1.1572e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -11572211.000000 Penalty: 3719.854492
	Iteration 21Q: 3 clusters Score -1.157221e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -11572377.000000 Penalty: 3719.854492
	Iteration 22Q: 3 clusters Score -1.157238e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -11572510.000000 Penalty: 3719.854492
	Iteration 23Q: 3 clusters Score -1.157251e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 61719 members 
Entering Unmasked Estep 
Score: -11572744.000000 Penalty: 3719.854492
	Iteration 24Q: 3 clusters Score -1.157274e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -11572943.000000 Penalty: 3719.854492
	Iteration 25Q: 3 clusters Score -1.157294e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -11573154.000000 Penalty: 3719.854492
	Iteration 26Q: 3 clusters Score -1.157315e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -11573355.000000 Penalty: 3719.854492
	Iteration 27Q: 3 clusters Score -1.157336e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -11573531.000000 Penalty: 3719.854492
	Iteration 28Q: 3 clusters Score -1.157353e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -11573693.000000 Penalty: 3719.854492
	Iteration 29Q: 3 clusters Score -1.157369e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -11573878.000000 Penalty: 3719.854492
	Iteration 30Q: 3 clusters Score -1.157388e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -11574009.000000 Penalty: 3719.854492
	Iteration 31Q: 3 clusters Score -1.157401e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -11574202.000000 Penalty: 3719.854492
	Iteration 32Q: 3 clusters Score -1.15742e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -11574348.000000 Penalty: 3719.854492
	Iteration 33Q: 3 clusters Score -1.157435e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -11574512.000000 Penalty: 3719.854492
	Iteration 34Q: 3 clusters Score -1.157451e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -11574666.000000 Penalty: 3719.854492
	Iteration 35Q: 3 clusters Score -1.157467e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -11574804.000000 Penalty: 3719.854492
	Iteration 36Q: 3 clusters Score -1.15748e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
Score: -11574967.000000 Penalty: 3719.854492
	Iteration 37Q: 3 clusters Score -1.157497e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -11575053.000000 Penalty: 3719.854492
	Iteration 38Q: 3 clusters Score -1.157505e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -11575167.000000 Penalty: 3719.854492
	Iteration 39Q: 3 clusters Score -1.157517e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -11575262.000000 Penalty: 3719.854492
	Iteration 40F: 3 clusters Score -1.157526e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -11575401.000000 Penalty: 3719.854492
	Iteration 41Q: 3 clusters Score -1.15754e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 69863 members 
Entering Unmasked Estep 
Score: -11575464.000000 Penalty: 3719.854492
	Iteration 42Q: 3 clusters Score -1.157546e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -11575644.000000 Penalty: 3719.854492
	Iteration 43Q: 3 clusters Score -1.157564e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 71328 members 
Entering Unmasked Estep 
Score: -11575763.000000 Penalty: 3719.854492
	Iteration 44Q: 3 clusters Score -1.157576e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -11575968.000000 Penalty: 3719.854492
	Iteration 45Q: 3 clusters Score -1.157597e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -11576113.000000 Penalty: 3719.854492
	Iteration 46Q: 3 clusters Score -1.157611e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -11576301.000000 Penalty: 3719.854492
	Iteration 47Q: 3 clusters Score -1.15763e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -11576554.000000 Penalty: 3719.854492
	Iteration 48Q: 3 clusters Score -1.157655e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -11576818.000000 Penalty: 3719.854492
	Iteration 49Q: 3 clusters Score -1.157682e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
Score: -11577012.000000 Penalty: 3719.854492
	Iteration 50Q: 3 clusters Score -1.157701e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 78096 members 
Entering Unmasked Estep 
Score: -11577225.000000 Penalty: 3719.854492
	Iteration 51Q: 3 clusters Score -1.157722e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -11577426.000000 Penalty: 3719.854492
	Iteration 52Q: 3 clusters Score -1.157743e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -11577680.000000 Penalty: 3719.854492
	Iteration 53Q: 3 clusters Score -1.157768e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -11577988.000000 Penalty: 3719.854492
	Iteration 54Q: 3 clusters Score -1.157799e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -11578466.000000 Penalty: 3719.854492
	Iteration 55Q: 3 clusters Score -1.157847e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -11579012.000000 Penalty: 3719.854492
	Iteration 56Q: 3 clusters Score -1.157901e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -11579447.000000 Penalty: 3719.854492
	Iteration 57Q: 3 clusters Score -1.157945e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -11579752.000000 Penalty: 3719.854492
	Iteration 58Q: 3 clusters Score -1.157975e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 86409 members 
Entering Unmasked Estep 
Score: -11580076.000000 Penalty: 3719.854492
	Iteration 59Q: 3 clusters Score -1.158008e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -11580307.000000 Penalty: 3719.854492
	Iteration 60F: 3 clusters Score -1.158031e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 87997 members 
Entering Unmasked Estep 
Score: -11580525.000000 Penalty: 3719.854492
	Iteration 61Q: 3 clusters Score -1.158052e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -11580732.000000 Penalty: 3719.854492
	Iteration 62Q: 3 clusters Score -1.158073e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -11580872.000000 Penalty: 3719.854492
	Iteration 63Q: 3 clusters Score -1.158087e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
Score: -11580991.000000 Penalty: 3719.854492
	Iteration 64Q: 3 clusters Score -1.158099e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 90166 members 
Entering Unmasked Estep 
Score: -11581092.000000 Penalty: 3719.854492
	Iteration 65Q: 3 clusters Score -1.158109e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -11581116.000000 Penalty: 3719.854492
	Iteration 66Q: 3 clusters Score -1.158112e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 90830 members 
Entering Unmasked Estep 
Score: -11581192.000000 Penalty: 3719.854492
	Iteration 67Q: 3 clusters Score -1.158119e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -11581193.000000 Penalty: 3719.854492
	Iteration 68Q: 3 clusters Score -1.158119e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -11581275.000000 Penalty: 3719.854492
	Iteration 69Q: 3 clusters Score -1.158128e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -11581318.000000 Penalty: 3719.854492
	Iteration 70Q: 3 clusters Score -1.158132e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
Score: -11581357.000000 Penalty: 3719.854492
	Iteration 71Q: 3 clusters Score -1.158136e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -11581358.000000 Penalty: 3719.854492
	Iteration 72Q: 3 clusters Score -1.158136e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 91957 members 
Entering Unmasked Estep 
Score: -11581373.000000 Penalty: 3719.854492
	Iteration 73Q: 3 clusters Score -1.158137e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -11581394.000000 Penalty: 3719.854492
	Iteration 74Q: 3 clusters Score -1.158139e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -11581440.000000 Penalty: 3719.854492
	Iteration 75Q: 3 clusters Score -1.158144e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -11581460.000000 Penalty: 3719.854492
	Iteration 76Q: 3 clusters Score -1.158146e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 92268 members 
Entering Unmasked Estep 
Score: -11581466.000000 Penalty: 3719.854492
	Iteration 77Q: 3 clusters Score -1.158147e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 92312 members 
Entering Unmasked Estep 
Score: -11581473.000000 Penalty: 3719.854492
	Iteration 78Q: 3 clusters Score -1.158147e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -11581465.000000 Penalty: 3719.854492
	Iteration 79Q: 3 clusters Score -1.158146e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -11581478.000000 Penalty: 3719.854492
	Iteration 80F: 3 clusters Score -1.158148e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -11581481.000000 Penalty: 3719.854492
	Iteration 81Q: 3 clusters Score -1.158148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -11581475.000000 Penalty: 3719.854492
	Iteration 82Q: 3 clusters Score -1.158148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -11581477.000000 Penalty: 3719.854492
	Iteration 83Q: 3 clusters Score -1.158148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -11581477.000000 Penalty: 3719.854492
	Iteration 84Q: 3 clusters Score -1.158148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -11581475.000000 Penalty: 3719.854492
	Iteration 85Q: 3 clusters Score -1.158148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -11581487.000000 Penalty: 3719.854492
	Iteration 86Q: 3 clusters Score -1.158149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -11581495.000000 Penalty: 3719.854492
	Iteration 87Q: 3 clusters Score -1.15815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -11581505.000000 Penalty: 3719.854492
	Iteration 88Q: 3 clusters Score -1.15815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -11581507.000000 Penalty: 3719.854492
	Iteration 89Q: 3 clusters Score -1.158151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -11581491.000000 Penalty: 3719.854492
	Iteration 90Q: 3 clusters Score -1.158149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -11581505.000000 Penalty: 3719.854492
	Iteration 91Q: 3 clusters Score -1.15815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 92524 members 
Entering Unmasked Estep 
Score: -11581505.000000 Penalty: 3719.854492
	Iteration 92Q: 3 clusters Score -1.15815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -11581514.000000 Penalty: 3719.854492
	Iteration 93Q: 3 clusters Score -1.158151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -11581521.000000 Penalty: 3719.854492
	Iteration 94Q: 3 clusters Score -1.158152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -11581531.000000 Penalty: 3719.854492
	Iteration 95Q: 3 clusters Score -1.158153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -11581535.000000 Penalty: 3719.854492
	Iteration 96Q: 3 clusters Score -1.158154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -11581529.000000 Penalty: 3719.854492
	Iteration 97Q: 3 clusters Score -1.158153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -11581542.000000 Penalty: 3719.854492
	Iteration 98Q: 3 clusters Score -1.158154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -11581554.000000 Penalty: 3719.854492
	Iteration 99Q: 3 clusters Score -1.158155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -11581554.000000 Penalty: 3719.854492
	Iteration 100F: 3 clusters Score -1.158155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -11581552.000000 Penalty: 3719.854492
	Iteration 101Q: 3 clusters Score -1.158155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 92592 members 
Entering Unmasked Estep 
Score: -11581556.000000 Penalty: 3719.854492
	Iteration 102Q: 3 clusters Score -1.158156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 92595 members 
Entering Unmasked Estep 
Score: -11581557.000000 Penalty: 3719.854492
	Iteration 103Q: 3 clusters Score -1.158156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 92599 members 
Entering Unmasked Estep 
Score: -11581559.000000 Penalty: 3719.854492
	Iteration 104Q: 3 clusters Score -1.158156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 92600 members 
Entering Unmasked Estep 
Score: -11581564.000000 Penalty: 3719.854492
	Iteration 105Q: 3 clusters Score -1.158156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 92601 members 
Entering Unmasked Estep 
Score: -11581564.000000 Penalty: 3719.854492
	Iteration 106Q: 3 clusters Score -1.158156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -11581566.000000 Penalty: 3719.854492
	Iteration 107Q: 3 clusters Score -1.158157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
Score: -11581566.000000 Penalty: 3719.854492
	Iteration 108Q: 3 clusters Score -1.158157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -11581567.000000 Penalty: 3719.854492
	Iteration 109Q: 3 clusters Score -1.158157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 92613 members 
Entering Unmasked Estep 
Score: -11581557.000000 Penalty: 3719.854492
	Iteration 110Q: 3 clusters Score -1.158156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -11581560.000000 Penalty: 3719.854492
	Iteration 111Q: 3 clusters Score -1.158156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 92616 members 
Entering Unmasked Estep 
Score: -11581561.000000 Penalty: 3719.854492
	Iteration 112Q: 3 clusters Score -1.158156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 92616 members 
Entering Unmasked Estep 
Score: -11581561.000000 Penalty: 3719.854492
	Iteration 113F: 3 clusters Score -1.158156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Entering Unmasked Estep 
Score: -1127407.750000 Penalty: 1486.798340
	Iteration 0F: 2 clusters Score -1127408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1120658.875000 Penalty: 2973.596680
	Iteration 0F: 3 clusters Score -1120659 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1122743.500000 Penalty: 2973.596680
	Iteration 1F: 3 clusters Score -1122744 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1123012.375000 Penalty: 2973.596680
	Iteration 2F: 3 clusters Score -1123012 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1123294.250000 Penalty: 2973.596680
	Iteration 3Q: 3 clusters Score -1123294 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1123580.375000 Penalty: 2973.596680
	Iteration 4Q: 3 clusters Score -1123580 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1123884.000000 Penalty: 2973.596680
	Iteration 5Q: 3 clusters Score -1123884 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1124207.375000 Penalty: 2973.596680
	Iteration 6Q: 3 clusters Score -1124207 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1124499.500000 Penalty: 2973.596680
	Iteration 7Q: 3 clusters Score -1124500 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1124753.875000 Penalty: 2973.596680
	Iteration 8Q: 3 clusters Score -1124754 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1124964.875000 Penalty: 2973.596680
	Iteration 9Q: 3 clusters Score -1124965 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1125135.750000 Penalty: 2973.596680
	Iteration 10Q: 3 clusters Score -1125136 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1125278.875000 Penalty: 2973.596680
	Iteration 11Q: 3 clusters Score -1125279 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1125403.375000 Penalty: 2973.596680
	Iteration 12Q: 3 clusters Score -1125403 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1125512.375000 Penalty: 2973.596680
	Iteration 13Q: 3 clusters Score -1125512 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1125619.000000 Penalty: 2973.596680
	Iteration 14Q: 3 clusters Score -1125619 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1125709.250000 Penalty: 2973.596680
	Iteration 15Q: 3 clusters Score -1125709 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1125795.250000 Penalty: 2973.596680
	Iteration 16Q: 3 clusters Score -1125795 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1125871.000000 Penalty: 2973.596680
	Iteration 17Q: 3 clusters Score -1125871 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1125926.625000 Penalty: 2973.596680
	Iteration 18Q: 3 clusters Score -1125927 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1125982.000000 Penalty: 2973.596680
	Iteration 19Q: 3 clusters Score -1125982 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1126025.250000 Penalty: 2973.596680
	Iteration 20F: 3 clusters Score -1126025 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1126062.750000 Penalty: 2973.596680
	Iteration 21Q: 3 clusters Score -1126063 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1126095.000000 Penalty: 2973.596680
	Iteration 22Q: 3 clusters Score -1126095 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1126122.000000 Penalty: 2973.596680
	Iteration 23Q: 3 clusters Score -1126122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1126141.125000 Penalty: 2973.596680
	Iteration 24Q: 3 clusters Score -1126141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1126162.500000 Penalty: 2973.596680
	Iteration 25Q: 3 clusters Score -1126162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1126177.375000 Penalty: 2973.596680
	Iteration 26Q: 3 clusters Score -1126177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1126188.750000 Penalty: 2973.596680
	Iteration 27Q: 3 clusters Score -1126189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1126196.250000 Penalty: 2973.596680
	Iteration 28Q: 3 clusters Score -1126196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1126200.625000 Penalty: 2973.596680
	Iteration 29Q: 3 clusters Score -1126201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1126207.000000 Penalty: 2973.596680
	Iteration 30Q: 3 clusters Score -1126207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1126213.500000 Penalty: 2973.596680
	Iteration 31Q: 3 clusters Score -1126214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1126215.250000 Penalty: 2973.596680
	Iteration 32Q: 3 clusters Score -1126215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1126214.125000 Penalty: 2973.596680
	Iteration 33Q: 3 clusters Score -1126214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1126218.000000 Penalty: 2973.596680
	Iteration 34Q: 3 clusters Score -1126218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1126218.750000 Penalty: 2973.596680
	Iteration 35Q: 3 clusters Score -1126219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1126221.000000 Penalty: 2973.596680
	Iteration 36Q: 3 clusters Score -1126221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1126223.000000 Penalty: 2973.596680
	Iteration 37Q: 3 clusters Score -1126223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1126225.500000 Penalty: 2973.596680
	Iteration 38Q: 3 clusters Score -1126226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1126227.375000 Penalty: 2973.596680
	Iteration 39Q: 3 clusters Score -1126227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1126226.000000 Penalty: 2973.596680
	Iteration 40F: 3 clusters Score -1126226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1126229.875000 Penalty: 2973.596680
	Iteration 41Q: 3 clusters Score -1126230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1126232.500000 Penalty: 2973.596680
	Iteration 42Q: 3 clusters Score -1126232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1126232.875000 Penalty: 2973.596680
	Iteration 43Q: 3 clusters Score -1126233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1126236.625000 Penalty: 2973.596680
	Iteration 44Q: 3 clusters Score -1126237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1126237.500000 Penalty: 2973.596680
	Iteration 45Q: 3 clusters Score -1126238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1126239.000000 Penalty: 2973.596680
	Iteration 46Q: 3 clusters Score -1126239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1126237.250000 Penalty: 2973.596680
	Iteration 47Q: 3 clusters Score -1126237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1126237.375000 Penalty: 2973.596680
	Iteration 48Q: 3 clusters Score -1126237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1126237.375000 Penalty: 2973.596680
	Iteration 49F: 3 clusters Score -1126237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14832.140625 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -14832.14 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 133 members 
Entering Unmasked Estep 
Score: -14218.507812 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -14218.51 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14639.074219 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -14639.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14746.702148 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -14746.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14958.284180 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -14958.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15038.736328 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -15038.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15046.855469 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -15046.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15053.447266 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -15053.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15057.072266 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -15057.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15057.072266 Penalty: 1808.469116
	Iteration 8F: 3 clusters Score -15057.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13645 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 52997 members 
Mstep: Class 5 contains 19797 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 88513 members 
Mstep: Class 9 contains 93499 members 
Mstep: Class 10 contains 9410 members 
Mstep: Class 11 contains 168 members 
Mstep: Class 12 contains 9330 members 
Mstep: Class 13 contains 31206 members 
Mstep: Class 14 contains 15486 members 
Mstep: Class 15 contains 95111 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12548 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 3418 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 90027 members 
Mstep: Class 23 contains 84019 members 
Mstep: Class 24 contains 2081 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 73596 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10138 members 
Mstep: Class 33 contains 93 members 
Mstep: Class 34 contains 51694 members 
Mstep: Class 35 contains 1553 members 
Entering Unmasked Estep 
Score: -102239624.000000 Penalty: 77592.265625
Splitting cluster 11 changes total score from -102240896.000000 to -102239624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Entering Unmasked Estep 
Score: -1123576.500000 Penalty: 1485.410889
	Iteration 0F: 2 clusters Score -1123576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1116820.375000 Penalty: 2970.821777
	Iteration 0F: 3 clusters Score -1116820 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1118870.125000 Penalty: 2970.821777
	Iteration 1F: 3 clusters Score -1118870 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1119130.000000 Penalty: 2970.821777
	Iteration 2F: 3 clusters Score -1119130 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1119345.500000 Penalty: 2970.821777
	Iteration 3F: 3 clusters Score -1119346 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1119586.000000 Penalty: 2970.821777
	Iteration 4Q: 3 clusters Score -1119586 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1119869.625000 Penalty: 2970.821777
	Iteration 5F: 3 clusters Score -1119870 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1120228.375000 Penalty: 2970.821777
	Iteration 6F: 3 clusters Score -1120228 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1120744.875000 Penalty: 2970.821777
	Iteration 7F: 3 clusters Score -1120745 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1121336.875000 Penalty: 2970.821777
	Iteration 8F: 3 clusters Score -1121337 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1121831.625000 Penalty: 2970.821777
	Iteration 9F: 3 clusters Score -1121832 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1122210.875000 Penalty: 2970.821777
	Iteration 10Q: 3 clusters Score -1122211 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1122460.750000 Penalty: 2970.821777
	Iteration 11Q: 3 clusters Score -1122461 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1122632.000000 Penalty: 2970.821777
	Iteration 12Q: 3 clusters Score -1122632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1122742.000000 Penalty: 2970.821777
	Iteration 13Q: 3 clusters Score -1122742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1122816.000000 Penalty: 2970.821777
	Iteration 14Q: 3 clusters Score -1122816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1122853.375000 Penalty: 2970.821777
	Iteration 15Q: 3 clusters Score -1122853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1122876.375000 Penalty: 2970.821777
	Iteration 16Q: 3 clusters Score -1122876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1122892.125000 Penalty: 2970.821777
	Iteration 17Q: 3 clusters Score -1122892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1122897.250000 Penalty: 2970.821777
	Iteration 18Q: 3 clusters Score -1122897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1122900.500000 Penalty: 2970.821777
	Iteration 19Q: 3 clusters Score -1122900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1122900.375000 Penalty: 2970.821777
	Iteration 20F: 3 clusters Score -1122900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1122902.375000 Penalty: 2970.821777
	Iteration 21Q: 3 clusters Score -1122902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1122903.500000 Penalty: 2970.821777
	Iteration 22Q: 3 clusters Score -1122904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1122904.875000 Penalty: 2970.821777
	Iteration 23Q: 3 clusters Score -1122905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1122904.875000 Penalty: 2970.821777
	Iteration 24F: 3 clusters Score -1122905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Entering Unmasked Estep 
Score: -3855968.250000 Penalty: 1681.609497
	Iteration 0F: 2 clusters Score -3855968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3835028.500000 Penalty: 3363.218994
	Iteration 0F: 3 clusters Score -3835028 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3843108.500000 Penalty: 3363.218994
	Iteration 1F: 3 clusters Score -3843108 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3843626.000000 Penalty: 3363.218994
	Iteration 2Q: 3 clusters Score -3843626 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3844164.750000 Penalty: 3363.218994
	Iteration 3Q: 3 clusters Score -3844165 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3844780.500000 Penalty: 3363.218994
	Iteration 4Q: 3 clusters Score -3844780 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3845547.500000 Penalty: 3363.218994
	Iteration 5Q: 3 clusters Score -3845548 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3846484.250000 Penalty: 3363.218994
	Iteration 6F: 3 clusters Score -3846484 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3847622.250000 Penalty: 3363.218994
	Iteration 7F: 3 clusters Score -3847622 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3848908.000000 Penalty: 3363.218994
	Iteration 8F: 3 clusters Score -3848908 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3849869.750000 Penalty: 3363.218994
	Iteration 9F: 3 clusters Score -3849870 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3850415.250000 Penalty: 3363.218994
	Iteration 10Q: 3 clusters Score -3850415 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3850628.000000 Penalty: 3363.218994
	Iteration 11Q: 3 clusters Score -3850628 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3850742.500000 Penalty: 3363.218994
	Iteration 12Q: 3 clusters Score -3850742 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3850824.500000 Penalty: 3363.218994
	Iteration 13Q: 3 clusters Score -3850824 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3850894.750000 Penalty: 3363.218994
	Iteration 14Q: 3 clusters Score -3850895 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -3850953.500000 Penalty: 3363.218994
	Iteration 15Q: 3 clusters Score -3850954 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3851028.250000 Penalty: 3363.218994
	Iteration 16Q: 3 clusters Score -3851028 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3851112.750000 Penalty: 3363.218994
	Iteration 17Q: 3 clusters Score -3851113 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3851208.500000 Penalty: 3363.218994
	Iteration 18Q: 3 clusters Score -3851208 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3851302.000000 Penalty: 3363.218994
	Iteration 19Q: 3 clusters Score -3851302 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3851396.000000 Penalty: 3363.218994
	Iteration 20F: 3 clusters Score -3851396 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3851499.250000 Penalty: 3363.218994
	Iteration 21Q: 3 clusters Score -3851499 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -3851609.750000 Penalty: 3363.218994
	Iteration 22Q: 3 clusters Score -3851610 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3851710.750000 Penalty: 3363.218994
	Iteration 23Q: 3 clusters Score -3851711 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3851811.750000 Penalty: 3363.218994
	Iteration 24Q: 3 clusters Score -3851812 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3851903.750000 Penalty: 3363.218994
	Iteration 25Q: 3 clusters Score -3851904 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3852025.500000 Penalty: 3363.218994
	Iteration 26Q: 3 clusters Score -3852026 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3852165.250000 Penalty: 3363.218994
	Iteration 27Q: 3 clusters Score -3852165 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3852297.250000 Penalty: 3363.218994
	Iteration 28Q: 3 clusters Score -3852297 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3852452.000000 Penalty: 3363.218994
	Iteration 29Q: 3 clusters Score -3852452 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3852640.500000 Penalty: 3363.218994
	Iteration 30Q: 3 clusters Score -3852640 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3852810.750000 Penalty: 3363.218994
	Iteration 31Q: 3 clusters Score -3852811 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3853018.250000 Penalty: 3363.218994
	Iteration 32Q: 3 clusters Score -3853018 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3853229.750000 Penalty: 3363.218994
	Iteration 33Q: 3 clusters Score -3853230 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3853426.500000 Penalty: 3363.218994
	Iteration 34Q: 3 clusters Score -3853426 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3853594.750000 Penalty: 3363.218994
	Iteration 35Q: 3 clusters Score -3853595 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3853729.250000 Penalty: 3363.218994
	Iteration 36Q: 3 clusters Score -3853729 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3853877.500000 Penalty: 3363.218994
	Iteration 37Q: 3 clusters Score -3853878 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3854016.250000 Penalty: 3363.218994
	Iteration 38Q: 3 clusters Score -3854016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -3854131.500000 Penalty: 3363.218994
	Iteration 39Q: 3 clusters Score -3854132 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -3854240.500000 Penalty: 3363.218994
	Iteration 40F: 3 clusters Score -3854240 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3854325.000000 Penalty: 3363.218994
	Iteration 41Q: 3 clusters Score -3854325 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3854404.000000 Penalty: 3363.218994
	Iteration 42Q: 3 clusters Score -3854404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -3854463.500000 Penalty: 3363.218994
	Iteration 43Q: 3 clusters Score -3854464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -3854521.000000 Penalty: 3363.218994
	Iteration 44Q: 3 clusters Score -3854521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3854547.250000 Penalty: 3363.218994
	Iteration 45Q: 3 clusters Score -3854547 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3854569.250000 Penalty: 3363.218994
	Iteration 46Q: 3 clusters Score -3854569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -3854589.250000 Penalty: 3363.218994
	Iteration 47Q: 3 clusters Score -3854589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3854600.500000 Penalty: 3363.218994
	Iteration 48Q: 3 clusters Score -3854600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -3854605.500000 Penalty: 3363.218994
	Iteration 49Q: 3 clusters Score -3854606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3854614.000000 Penalty: 3363.218994
	Iteration 50Q: 3 clusters Score -3854614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3854612.250000 Penalty: 3363.218994
	Iteration 51Q: 3 clusters Score -3854612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3854620.500000 Penalty: 3363.218994
	Iteration 52Q: 3 clusters Score -3854620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3854624.750000 Penalty: 3363.218994
	Iteration 53Q: 3 clusters Score -3854625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3854630.750000 Penalty: 3363.218994
	Iteration 54Q: 3 clusters Score -3854631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3854632.000000 Penalty: 3363.218994
	Iteration 55Q: 3 clusters Score -3854632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3854643.750000 Penalty: 3363.218994
	Iteration 56Q: 3 clusters Score -3854644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3854649.500000 Penalty: 3363.218994
	Iteration 57Q: 3 clusters Score -3854650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -3854656.750000 Penalty: 3363.218994
	Iteration 58Q: 3 clusters Score -3854657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3854664.750000 Penalty: 3363.218994
	Iteration 59Q: 3 clusters Score -3854665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -3854665.500000 Penalty: 3363.218994
	Iteration 60F: 3 clusters Score -3854666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -3854669.750000 Penalty: 3363.218994
	Iteration 61Q: 3 clusters Score -3854670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -3854672.000000 Penalty: 3363.218994
	Iteration 62Q: 3 clusters Score -3854672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3854670.500000 Penalty: 3363.218994
	Iteration 63Q: 3 clusters Score -3854670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3854671.750000 Penalty: 3363.218994
	Iteration 64Q: 3 clusters Score -3854672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3854677.750000 Penalty: 3363.218994
	Iteration 65Q: 3 clusters Score -3854678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3854677.750000 Penalty: 3363.218994
	Iteration 66F: 3 clusters Score -3854678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Entering Unmasked Estep 
Score: -1885580.000000 Penalty: 1567.749878
	Iteration 0F: 2 clusters Score -1885580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1874799.875000 Penalty: 3135.499756
	Iteration 0F: 3 clusters Score -1874800 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1878579.375000 Penalty: 3135.499756
	Iteration 1F: 3 clusters Score -1878579 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1879052.750000 Penalty: 3135.499756
	Iteration 2F: 3 clusters Score -1879053 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1879664.625000 Penalty: 3135.499756
	Iteration 3F: 3 clusters Score -1879665 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1880540.125000 Penalty: 3135.499756
	Iteration 4F: 3 clusters Score -1880540 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1881604.625000 Penalty: 3135.499756
	Iteration 5F: 3 clusters Score -1881605 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1882612.250000 Penalty: 3135.499756
	Iteration 6F: 3 clusters Score -1882612 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1883405.250000 Penalty: 3135.499756
	Iteration 7F: 3 clusters Score -1883405 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1883831.750000 Penalty: 3135.499756
	Iteration 8Q: 3 clusters Score -1883832 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1883987.000000 Penalty: 3135.499756
	Iteration 9Q: 3 clusters Score -1883987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1884072.000000 Penalty: 3135.499756
	Iteration 10Q: 3 clusters Score -1884072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1884116.625000 Penalty: 3135.499756
	Iteration 11Q: 3 clusters Score -1884117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1884143.250000 Penalty: 3135.499756
	Iteration 12Q: 3 clusters Score -1884143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1884166.500000 Penalty: 3135.499756
	Iteration 13Q: 3 clusters Score -1884166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1884191.375000 Penalty: 3135.499756
	Iteration 14Q: 3 clusters Score -1884191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1884203.625000 Penalty: 3135.499756
	Iteration 15Q: 3 clusters Score -1884204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1884213.125000 Penalty: 3135.499756
	Iteration 16Q: 3 clusters Score -1884213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1884212.250000 Penalty: 3135.499756
	Iteration 17Q: 3 clusters Score -1884212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1884212.250000 Penalty: 3135.499756
	Iteration 18F: 3 clusters Score -1884212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (95111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Entering Unmasked Estep 
Score: -11943101.000000 Penalty: 1862.704956
	Iteration 0F: 2 clusters Score -1.19431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -11882884.000000 Penalty: 3725.409912
	Iteration 0F: 3 clusters Score -1.188288e+07 nChanged 45586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -11909351.000000 Penalty: 3725.409912
	Iteration 1F: 3 clusters Score -1.190935e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -11910243.000000 Penalty: 3725.409912
	Iteration 2Q: 3 clusters Score -1.191024e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -11911414.000000 Penalty: 3725.409912
	Iteration 3Q: 3 clusters Score -1.191141e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -11913095.000000 Penalty: 3725.409912
	Iteration 4Q: 3 clusters Score -1.19131e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -11915571.000000 Penalty: 3725.409912
	Iteration 5F: 3 clusters Score -1.191557e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -11919318.000000 Penalty: 3725.409912
	Iteration 6F: 3 clusters Score -1.191932e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -11924978.000000 Penalty: 3725.409912
	Iteration 7F: 3 clusters Score -1.192498e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -11930825.000000 Penalty: 3725.409912
	Iteration 8F: 3 clusters Score -1.193082e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -11933985.000000 Penalty: 3725.409912
	Iteration 9F: 3 clusters Score -1.193398e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -11935243.000000 Penalty: 3725.409912
	Iteration 10Q: 3 clusters Score -1.193524e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -11936026.000000 Penalty: 3725.409912
	Iteration 11Q: 3 clusters Score -1.193603e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -11936872.000000 Penalty: 3725.409912
	Iteration 12Q: 3 clusters Score -1.193687e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -11937477.000000 Penalty: 3725.409912
	Iteration 13Q: 3 clusters Score -1.193748e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -11938030.000000 Penalty: 3725.409912
	Iteration 14Q: 3 clusters Score -1.193803e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -11938439.000000 Penalty: 3725.409912
	Iteration 15Q: 3 clusters Score -1.193844e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -11938767.000000 Penalty: 3725.409912
	Iteration 16Q: 3 clusters Score -1.193877e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -11939055.000000 Penalty: 3725.409912
	Iteration 17Q: 3 clusters Score -1.193906e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -11939204.000000 Penalty: 3725.409912
	Iteration 18Q: 3 clusters Score -1.19392e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -11939274.000000 Penalty: 3725.409912
	Iteration 19Q: 3 clusters Score -1.193927e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -11939381.000000 Penalty: 3725.409912
	Iteration 20F: 3 clusters Score -1.193938e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -11939441.000000 Penalty: 3725.409912
	Iteration 21Q: 3 clusters Score -1.193944e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -11939491.000000 Penalty: 3725.409912
	Iteration 22Q: 3 clusters Score -1.193949e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -11939526.000000 Penalty: 3725.409912
	Iteration 23Q: 3 clusters Score -1.193953e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -11939620.000000 Penalty: 3725.409912
	Iteration 24Q: 3 clusters Score -1.193962e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -11939678.000000 Penalty: 3725.409912
	Iteration 25Q: 3 clusters Score -1.193968e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -11939716.000000 Penalty: 3725.409912
	Iteration 26Q: 3 clusters Score -1.193972e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -11939749.000000 Penalty: 3725.409912
	Iteration 27Q: 3 clusters Score -1.193975e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -11939743.000000 Penalty: 3725.409912
	Iteration 28Q: 3 clusters Score -1.193974e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -11939747.000000 Penalty: 3725.409912
	Iteration 29Q: 3 clusters Score -1.193975e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -11939732.000000 Penalty: 3725.409912
	Iteration 30Q: 3 clusters Score -1.193973e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -11939763.000000 Penalty: 3725.409912
	Iteration 31Q: 3 clusters Score -1.193976e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -11939762.000000 Penalty: 3725.409912
	Iteration 32Q: 3 clusters Score -1.193976e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -11939760.000000 Penalty: 3725.409912
	Iteration 33Q: 3 clusters Score -1.193976e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -11939766.000000 Penalty: 3725.409912
	Iteration 34Q: 3 clusters Score -1.193977e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -11939787.000000 Penalty: 3725.409912
	Iteration 35Q: 3 clusters Score -1.193979e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -11939798.000000 Penalty: 3725.409912
	Iteration 36Q: 3 clusters Score -1.19398e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -11939766.000000 Penalty: 3725.409912
	Iteration 37Q: 3 clusters Score -1.193977e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -11939766.000000 Penalty: 3725.409912
	Iteration 38Q: 3 clusters Score -1.193977e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -11939742.000000 Penalty: 3725.409912
	Iteration 39Q: 3 clusters Score -1.193974e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -11939764.000000 Penalty: 3725.409912
	Iteration 40F: 3 clusters Score -1.193976e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -11939769.000000 Penalty: 3725.409912
	Iteration 41Q: 3 clusters Score -1.193977e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -11939760.000000 Penalty: 3725.409912
	Iteration 42Q: 3 clusters Score -1.193976e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -11939756.000000 Penalty: 3725.409912
	Iteration 43Q: 3 clusters Score -1.193976e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -11939740.000000 Penalty: 3725.409912
	Iteration 44Q: 3 clusters Score -1.193974e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -11939748.000000 Penalty: 3725.409912
	Iteration 45Q: 3 clusters Score -1.193975e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -11939718.000000 Penalty: 3725.409912
	Iteration 46Q: 3 clusters Score -1.193972e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -11939716.000000 Penalty: 3725.409912
	Iteration 47Q: 3 clusters Score -1.193972e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -11939709.000000 Penalty: 3725.409912
	Iteration 48Q: 3 clusters Score -1.193971e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -11939711.000000 Penalty: 3725.409912
	Iteration 49Q: 3 clusters Score -1.193971e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -11939727.000000 Penalty: 3725.409912
	Iteration 50Q: 3 clusters Score -1.193973e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -11939710.000000 Penalty: 3725.409912
	Iteration 51Q: 3 clusters Score -1.193971e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -11939703.000000 Penalty: 3725.409912
	Iteration 52Q: 3 clusters Score -1.19397e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -11939701.000000 Penalty: 3725.409912
	Iteration 53Q: 3 clusters Score -1.19397e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -11939702.000000 Penalty: 3725.409912
	Iteration 54Q: 3 clusters Score -1.19397e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -11939702.000000 Penalty: 3725.409912
	Iteration 55Q: 3 clusters Score -1.19397e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -11939706.000000 Penalty: 3725.409912
	Iteration 56Q: 3 clusters Score -1.193971e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -11939702.000000 Penalty: 3725.409912
	Iteration 57Q: 3 clusters Score -1.19397e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -11939698.000000 Penalty: 3725.409912
	Iteration 58Q: 3 clusters Score -1.19397e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -11939713.000000 Penalty: 3725.409912
	Iteration 59Q: 3 clusters Score -1.193971e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -11939709.000000 Penalty: 3725.409912
	Iteration 60F: 3 clusters Score -1.193971e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -11939701.000000 Penalty: 3725.409912
	Iteration 61Q: 3 clusters Score -1.19397e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -11939682.000000 Penalty: 3725.409912
	Iteration 62Q: 3 clusters Score -1.193968e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -11939677.000000 Penalty: 3725.409912
	Iteration 63Q: 3 clusters Score -1.193968e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -11939672.000000 Penalty: 3725.409912
	Iteration 64Q: 3 clusters Score -1.193967e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -11939680.000000 Penalty: 3725.409912
	Iteration 65Q: 3 clusters Score -1.193968e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -11939683.000000 Penalty: 3725.409912
	Iteration 66Q: 3 clusters Score -1.193968e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -11939654.000000 Penalty: 3725.409912
	Iteration 67Q: 3 clusters Score -1.193965e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -11939641.000000 Penalty: 3725.409912
	Iteration 68Q: 3 clusters Score -1.193964e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -11939636.000000 Penalty: 3725.409912
	Iteration 69Q: 3 clusters Score -1.193964e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -11939635.000000 Penalty: 3725.409912
	Iteration 70Q: 3 clusters Score -1.193964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -11939636.000000 Penalty: 3725.409912
	Iteration 71Q: 3 clusters Score -1.193964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -11939657.000000 Penalty: 3725.409912
	Iteration 72Q: 3 clusters Score -1.193966e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -11939649.000000 Penalty: 3725.409912
	Iteration 73Q: 3 clusters Score -1.193965e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -11939635.000000 Penalty: 3725.409912
	Iteration 74Q: 3 clusters Score -1.193964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -11939656.000000 Penalty: 3725.409912
	Iteration 75Q: 3 clusters Score -1.193966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -11939648.000000 Penalty: 3725.409912
	Iteration 76Q: 3 clusters Score -1.193965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -11939636.000000 Penalty: 3725.409912
	Iteration 77Q: 3 clusters Score -1.193964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -11939636.000000 Penalty: 3725.409912
	Iteration 78Q: 3 clusters Score -1.193964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -11939639.000000 Penalty: 3725.409912
	Iteration 79Q: 3 clusters Score -1.193964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -11939642.000000 Penalty: 3725.409912
	Iteration 80F: 3 clusters Score -1.193964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -11939634.000000 Penalty: 3725.409912
	Iteration 81Q: 3 clusters Score -1.193963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -11939618.000000 Penalty: 3725.409912
	Iteration 82Q: 3 clusters Score -1.193962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -11939619.000000 Penalty: 3725.409912
	Iteration 83Q: 3 clusters Score -1.193962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -11939606.000000 Penalty: 3725.409912
	Iteration 84Q: 3 clusters Score -1.193961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -11939617.000000 Penalty: 3725.409912
	Iteration 85Q: 3 clusters Score -1.193962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -11939613.000000 Penalty: 3725.409912
	Iteration 86Q: 3 clusters Score -1.193961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -11939616.000000 Penalty: 3725.409912
	Iteration 87Q: 3 clusters Score -1.193962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -11939624.000000 Penalty: 3725.409912
	Iteration 88Q: 3 clusters Score -1.193962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -11939629.000000 Penalty: 3725.409912
	Iteration 89Q: 3 clusters Score -1.193963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -11939619.000000 Penalty: 3725.409912
	Iteration 90Q: 3 clusters Score -1.193962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -11939614.000000 Penalty: 3725.409912
	Iteration 91Q: 3 clusters Score -1.193961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -11939617.000000 Penalty: 3725.409912
	Iteration 92Q: 3 clusters Score -1.193962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -11939625.000000 Penalty: 3725.409912
	Iteration 93Q: 3 clusters Score -1.193962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -11939638.000000 Penalty: 3725.409912
	Iteration 94Q: 3 clusters Score -1.193964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -11939632.000000 Penalty: 3725.409912
	Iteration 95Q: 3 clusters Score -1.193963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -11939632.000000 Penalty: 3725.409912
	Iteration 96F: 3 clusters Score -1.193963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -161508.187500 Penalty: 1183.001343
	Iteration 0F: 2 clusters Score -161508.2 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 751 members 
Entering Unmasked Estep 
Score: -159820.046875 Penalty: 2366.002686
	Iteration 0F: 3 clusters Score -159820 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -160207.859375 Penalty: 2366.002686
	Iteration 1F: 3 clusters Score -160207.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -160404.718750 Penalty: 2366.002686
	Iteration 2F: 3 clusters Score -160404.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -160624.671875 Penalty: 2366.002686
	Iteration 3F: 3 clusters Score -160624.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -160824.093750 Penalty: 2366.002686
	Iteration 4F: 3 clusters Score -160824.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -160967.921875 Penalty: 2366.002686
	Iteration 5F: 3 clusters Score -160967.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -161048.859375 Penalty: 2366.002686
	Iteration 6Q: 3 clusters Score -161048.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -161088.718750 Penalty: 2366.002686
	Iteration 7Q: 3 clusters Score -161088.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -161109.437500 Penalty: 2366.002686
	Iteration 8Q: 3 clusters Score -161109.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -161132.750000 Penalty: 2366.002686
	Iteration 9Q: 3 clusters Score -161132.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -161151.453125 Penalty: 2366.002686
	Iteration 10Q: 3 clusters Score -161151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -161156.125000 Penalty: 2366.002686
	Iteration 11Q: 3 clusters Score -161156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -161159.078125 Penalty: 2366.002686
	Iteration 12Q: 3 clusters Score -161159.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -161161.718750 Penalty: 2366.002686
	Iteration 13Q: 3 clusters Score -161161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -161162.500000 Penalty: 2366.002686
	Iteration 14Q: 3 clusters Score -161162.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -161162.500000 Penalty: 2366.002686
	Iteration 15F: 3 clusters Score -161162.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Entering Unmasked Estep 
Score: -1524403.000000 Penalty: 1533.563965
	Iteration 0F: 2 clusters Score -1524403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1515546.000000 Penalty: 3067.127930
	Iteration 0F: 3 clusters Score -1515546 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1518599.750000 Penalty: 3067.127930
	Iteration 1F: 3 clusters Score -1518600 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1518935.875000 Penalty: 3067.127930
	Iteration 2F: 3 clusters Score -1518936 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1519265.500000 Penalty: 3067.127930
	Iteration 3F: 3 clusters Score -1519266 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1519596.500000 Penalty: 3067.127930
	Iteration 4F: 3 clusters Score -1519596 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1519908.625000 Penalty: 3067.127930
	Iteration 5Q: 3 clusters Score -1519909 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1520288.125000 Penalty: 3067.127930
	Iteration 6F: 3 clusters Score -1520288 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1520741.875000 Penalty: 3067.127930
	Iteration 7F: 3 clusters Score -1520742 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1521130.250000 Penalty: 3067.127930
	Iteration 8Q: 3 clusters Score -1521130 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1521478.625000 Penalty: 3067.127930
	Iteration 9Q: 3 clusters Score -1521479 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1521821.000000 Penalty: 3067.127930
	Iteration 10Q: 3 clusters Score -1521821 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1522070.250000 Penalty: 3067.127930
	Iteration 11Q: 3 clusters Score -1522070 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1522212.250000 Penalty: 3067.127930
	Iteration 12Q: 3 clusters Score -1522212 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1522294.125000 Penalty: 3067.127930
	Iteration 13Q: 3 clusters Score -1522294 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1522353.375000 Penalty: 3067.127930
	Iteration 14Q: 3 clusters Score -1522353 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1522392.125000 Penalty: 3067.127930
	Iteration 15Q: 3 clusters Score -1522392 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1522423.125000 Penalty: 3067.127930
	Iteration 16Q: 3 clusters Score -1522423 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1522448.000000 Penalty: 3067.127930
	Iteration 17Q: 3 clusters Score -1522448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1522477.375000 Penalty: 3067.127930
	Iteration 18Q: 3 clusters Score -1522477 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1522506.500000 Penalty: 3067.127930
	Iteration 19Q: 3 clusters Score -1522506 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1522532.625000 Penalty: 3067.127930
	Iteration 20F: 3 clusters Score -1522533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1522551.125000 Penalty: 3067.127930
	Iteration 21Q: 3 clusters Score -1522551 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1522569.250000 Penalty: 3067.127930
	Iteration 22Q: 3 clusters Score -1522569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1522600.125000 Penalty: 3067.127930
	Iteration 23Q: 3 clusters Score -1522600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1522627.250000 Penalty: 3067.127930
	Iteration 24Q: 3 clusters Score -1522627 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1522654.625000 Penalty: 3067.127930
	Iteration 25Q: 3 clusters Score -1522655 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1522692.125000 Penalty: 3067.127930
	Iteration 26Q: 3 clusters Score -1522692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1522721.625000 Penalty: 3067.127930
	Iteration 27Q: 3 clusters Score -1522722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1522754.375000 Penalty: 3067.127930
	Iteration 28Q: 3 clusters Score -1522754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1522788.375000 Penalty: 3067.127930
	Iteration 29Q: 3 clusters Score -1522788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1522817.000000 Penalty: 3067.127930
	Iteration 30Q: 3 clusters Score -1522817 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1522850.125000 Penalty: 3067.127930
	Iteration 31Q: 3 clusters Score -1522850 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1522873.000000 Penalty: 3067.127930
	Iteration 32Q: 3 clusters Score -1522873 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1522894.000000 Penalty: 3067.127930
	Iteration 33Q: 3 clusters Score -1522894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1522914.125000 Penalty: 3067.127930
	Iteration 34Q: 3 clusters Score -1522914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1522930.375000 Penalty: 3067.127930
	Iteration 35Q: 3 clusters Score -1522930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1522943.625000 Penalty: 3067.127930
	Iteration 36Q: 3 clusters Score -1522944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1522954.250000 Penalty: 3067.127930
	Iteration 37Q: 3 clusters Score -1522954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1522967.500000 Penalty: 3067.127930
	Iteration 38Q: 3 clusters Score -1522968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1522979.375000 Penalty: 3067.127930
	Iteration 39Q: 3 clusters Score -1522979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1522985.125000 Penalty: 3067.127930
	Iteration 40F: 3 clusters Score -1522985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1522989.500000 Penalty: 3067.127930
	Iteration 41Q: 3 clusters Score -1522990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1523000.375000 Penalty: 3067.127930
	Iteration 42Q: 3 clusters Score -1523000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1523006.250000 Penalty: 3067.127930
	Iteration 43Q: 3 clusters Score -1523006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1523007.375000 Penalty: 3067.127930
	Iteration 44Q: 3 clusters Score -1523007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1523015.125000 Penalty: 3067.127930
	Iteration 45Q: 3 clusters Score -1523015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1523022.375000 Penalty: 3067.127930
	Iteration 46Q: 3 clusters Score -1523022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1523027.625000 Penalty: 3067.127930
	Iteration 47Q: 3 clusters Score -1523028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1523031.750000 Penalty: 3067.127930
	Iteration 48Q: 3 clusters Score -1523032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1523044.500000 Penalty: 3067.127930
	Iteration 49Q: 3 clusters Score -1523044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1523050.625000 Penalty: 3067.127930
	Iteration 50Q: 3 clusters Score -1523051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1523053.250000 Penalty: 3067.127930
	Iteration 51Q: 3 clusters Score -1523053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1523052.500000 Penalty: 3067.127930
	Iteration 52Q: 3 clusters Score -1523052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1523054.000000 Penalty: 3067.127930
	Iteration 53Q: 3 clusters Score -1523054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1523055.750000 Penalty: 3067.127930
	Iteration 54Q: 3 clusters Score -1523056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1523056.000000 Penalty: 3067.127930
	Iteration 55Q: 3 clusters Score -1523056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1523058.500000 Penalty: 3067.127930
	Iteration 56Q: 3 clusters Score -1523058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1523064.625000 Penalty: 3067.127930
	Iteration 57Q: 3 clusters Score -1523065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1523066.625000 Penalty: 3067.127930
	Iteration 58Q: 3 clusters Score -1523067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1523069.750000 Penalty: 3067.127930
	Iteration 59Q: 3 clusters Score -1523070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1523069.250000 Penalty: 3067.127930
	Iteration 60F: 3 clusters Score -1523069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1523071.375000 Penalty: 3067.127930
	Iteration 61Q: 3 clusters Score -1523071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1523071.625000 Penalty: 3067.127930
	Iteration 62Q: 3 clusters Score -1523072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1523074.500000 Penalty: 3067.127930
	Iteration 63Q: 3 clusters Score -1523074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1523077.125000 Penalty: 3067.127930
	Iteration 64Q: 3 clusters Score -1523077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1523077.125000 Penalty: 3067.127930
	Iteration 65Q: 3 clusters Score -1523077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1523078.000000 Penalty: 3067.127930
	Iteration 66Q: 3 clusters Score -1523078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1523076.500000 Penalty: 3067.127930
	Iteration 67Q: 3 clusters Score -1523076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1523077.125000 Penalty: 3067.127930
	Iteration 68Q: 3 clusters Score -1523077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1523076.375000 Penalty: 3067.127930
	Iteration 69Q: 3 clusters Score -1523076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1523075.375000 Penalty: 3067.127930
	Iteration 70Q: 3 clusters Score -1523075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1523077.875000 Penalty: 3067.127930
	Iteration 71Q: 3 clusters Score -1523078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1523080.875000 Penalty: 3067.127930
	Iteration 72Q: 3 clusters Score -1523081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1523080.250000 Penalty: 3067.127930
	Iteration 73Q: 3 clusters Score -1523080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1523081.875000 Penalty: 3067.127930
	Iteration 74Q: 3 clusters Score -1523082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1523082.875000 Penalty: 3067.127930
	Iteration 75Q: 3 clusters Score -1523083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1523092.375000 Penalty: 3067.127930
	Iteration 76Q: 3 clusters Score -1523092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1523093.000000 Penalty: 3067.127930
	Iteration 77Q: 3 clusters Score -1523093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1523095.125000 Penalty: 3067.127930
	Iteration 78Q: 3 clusters Score -1523095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1523097.875000 Penalty: 3067.127930
	Iteration 79Q: 3 clusters Score -1523098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1523096.625000 Penalty: 3067.127930
	Iteration 80F: 3 clusters Score -1523097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1523101.000000 Penalty: 3067.127930
	Iteration 81Q: 3 clusters Score -1523101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1523101.000000 Penalty: 3067.127930
	Iteration 82Q: 3 clusters Score -1523101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1523103.250000 Penalty: 3067.127930
	Iteration 83Q: 3 clusters Score -1523103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1523104.000000 Penalty: 3067.127930
	Iteration 84Q: 3 clusters Score -1523104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1523104.625000 Penalty: 3067.127930
	Iteration 85Q: 3 clusters Score -1523105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1523105.375000 Penalty: 3067.127930
	Iteration 86Q: 3 clusters Score -1523105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1523105.375000 Penalty: 3067.127930
	Iteration 87F: 3 clusters Score -1523105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -208847.718750 Penalty: 1219.999634
	Iteration 0F: 2 clusters Score -208847.7 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 893 members 
Entering Unmasked Estep 
Score: -206901.187500 Penalty: 2439.999268
	Iteration 0F: 3 clusters Score -206901.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -207329.796875 Penalty: 2439.999268
	Iteration 1F: 3 clusters Score -207329.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -207434.312500 Penalty: 2439.999268
	Iteration 2F: 3 clusters Score -207434.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -207535.781250 Penalty: 2439.999268
	Iteration 3F: 3 clusters Score -207535.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -207640.265625 Penalty: 2439.999268
	Iteration 4Q: 3 clusters Score -207640.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -207762.031250 Penalty: 2439.999268
	Iteration 5Q: 3 clusters Score -207762 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -207881.250000 Penalty: 2439.999268
	Iteration 6Q: 3 clusters Score -207881.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -207971.593750 Penalty: 2439.999268
	Iteration 7Q: 3 clusters Score -207971.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -208075.296875 Penalty: 2439.999268
	Iteration 8Q: 3 clusters Score -208075.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -208167.843750 Penalty: 2439.999268
	Iteration 9Q: 3 clusters Score -208167.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -208281.250000 Penalty: 2439.999268
	Iteration 10Q: 3 clusters Score -208281.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208400.796875 Penalty: 2439.999268
	Iteration 11Q: 3 clusters Score -208400.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -208463.062500 Penalty: 2439.999268
	Iteration 12Q: 3 clusters Score -208463.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -208512.375000 Penalty: 2439.999268
	Iteration 13Q: 3 clusters Score -208512.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -208539.578125 Penalty: 2439.999268
	Iteration 14Q: 3 clusters Score -208539.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -208567.312500 Penalty: 2439.999268
	Iteration 15Q: 3 clusters Score -208567.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -208590.359375 Penalty: 2439.999268
	Iteration 16Q: 3 clusters Score -208590.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -208616.625000 Penalty: 2439.999268
	Iteration 17Q: 3 clusters Score -208616.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -208625.921875 Penalty: 2439.999268
	Iteration 18Q: 3 clusters Score -208625.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -208632.156250 Penalty: 2439.999268
	Iteration 19Q: 3 clusters Score -208632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -208639.671875 Penalty: 2439.999268
	Iteration 20F: 3 clusters Score -208639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -208642.671875 Penalty: 2439.999268
	Iteration 21Q: 3 clusters Score -208642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -208643.687500 Penalty: 2439.999268
	Iteration 22Q: 3 clusters Score -208643.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -208645.000000 Penalty: 2439.999268
	Iteration 23Q: 3 clusters Score -208645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -208646.031250 Penalty: 2439.999268
	Iteration 24Q: 3 clusters Score -208646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -208646.406250 Penalty: 2439.999268
	Iteration 25Q: 3 clusters Score -208646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -208647.015625 Penalty: 2439.999268
	Iteration 26Q: 3 clusters Score -208647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -208648.234375 Penalty: 2439.999268
	Iteration 27Q: 3 clusters Score -208648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -208648.109375 Penalty: 2439.999268
	Iteration 28Q: 3 clusters Score -208648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -208649.015625 Penalty: 2439.999268
	Iteration 29Q: 3 clusters Score -208649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -208649.921875 Penalty: 2439.999268
	Iteration 30Q: 3 clusters Score -208649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -208651.734375 Penalty: 2439.999268
	Iteration 31Q: 3 clusters Score -208651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -208653.062500 Penalty: 2439.999268
	Iteration 32Q: 3 clusters Score -208653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -208653.906250 Penalty: 2439.999268
	Iteration 33Q: 3 clusters Score -208653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -208655.015625 Penalty: 2439.999268
	Iteration 34Q: 3 clusters Score -208655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -208655.250000 Penalty: 2439.999268
	Iteration 35Q: 3 clusters Score -208655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -208655.250000 Penalty: 2439.999268
	Iteration 36F: 3 clusters Score -208655.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Entering Unmasked Estep 
Score: -6958480.000000 Penalty: 1772.842773
	Iteration 0F: 2 clusters Score -6958480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -6923240.000000 Penalty: 3545.685547
	Iteration 0F: 3 clusters Score -6923240 nChanged 25912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -6938309.500000 Penalty: 3545.685547
	Iteration 1F: 3 clusters Score -6938310 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -6939055.500000 Penalty: 3545.685547
	Iteration 2Q: 3 clusters Score -6939056 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -6940061.500000 Penalty: 3545.685547
	Iteration 3Q: 3 clusters Score -6940062 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -6941482.000000 Penalty: 3545.685547
	Iteration 4F: 3 clusters Score -6941482 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -6943525.500000 Penalty: 3545.685547
	Iteration 5F: 3 clusters Score -6943526 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -6946179.500000 Penalty: 3545.685547
	Iteration 6F: 3 clusters Score -6946180 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -6948794.500000 Penalty: 3545.685547
	Iteration 7F: 3 clusters Score -6948794 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -6950352.500000 Penalty: 3545.685547
	Iteration 8F: 3 clusters Score -6950352 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -6951077.000000 Penalty: 3545.685547
	Iteration 9Q: 3 clusters Score -6951077 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -6951521.500000 Penalty: 3545.685547
	Iteration 10Q: 3 clusters Score -6951522 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -6951914.500000 Penalty: 3545.685547
	Iteration 11Q: 3 clusters Score -6951914 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -6952226.500000 Penalty: 3545.685547
	Iteration 12Q: 3 clusters Score -6952226 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -6952587.000000 Penalty: 3545.685547
	Iteration 13Q: 3 clusters Score -6952587 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -6952967.000000 Penalty: 3545.685547
	Iteration 14Q: 3 clusters Score -6952967 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -6953338.500000 Penalty: 3545.685547
	Iteration 15Q: 3 clusters Score -6953338 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -6953677.000000 Penalty: 3545.685547
	Iteration 16Q: 3 clusters Score -6953677 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -6954024.000000 Penalty: 3545.685547
	Iteration 17Q: 3 clusters Score -6954024 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -6954344.500000 Penalty: 3545.685547
	Iteration 18Q: 3 clusters Score -6954344 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -6954640.000000 Penalty: 3545.685547
	Iteration 19Q: 3 clusters Score -6954640 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -6954874.500000 Penalty: 3545.685547
	Iteration 20F: 3 clusters Score -6954874 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -6955112.000000 Penalty: 3545.685547
	Iteration 21Q: 3 clusters Score -6955112 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -6955318.000000 Penalty: 3545.685547
	Iteration 22Q: 3 clusters Score -6955318 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -6955517.500000 Penalty: 3545.685547
	Iteration 23Q: 3 clusters Score -6955518 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -6955699.500000 Penalty: 3545.685547
	Iteration 24Q: 3 clusters Score -6955700 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -6955837.000000 Penalty: 3545.685547
	Iteration 25Q: 3 clusters Score -6955837 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -6955972.000000 Penalty: 3545.685547
	Iteration 26Q: 3 clusters Score -6955972 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -6956080.000000 Penalty: 3545.685547
	Iteration 27Q: 3 clusters Score -6956080 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -6956166.000000 Penalty: 3545.685547
	Iteration 28Q: 3 clusters Score -6956166 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -6956228.000000 Penalty: 3545.685547
	Iteration 29Q: 3 clusters Score -6956228 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -6956289.500000 Penalty: 3545.685547
	Iteration 30Q: 3 clusters Score -6956290 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6956364.500000 Penalty: 3545.685547
	Iteration 31Q: 3 clusters Score -6956364 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6956405.000000 Penalty: 3545.685547
	Iteration 32Q: 3 clusters Score -6956405 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -6956464.000000 Penalty: 3545.685547
	Iteration 33Q: 3 clusters Score -6956464 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6956496.500000 Penalty: 3545.685547
	Iteration 34Q: 3 clusters Score -6956496 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -6956519.500000 Penalty: 3545.685547
	Iteration 35Q: 3 clusters Score -6956520 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6956568.500000 Penalty: 3545.685547
	Iteration 36Q: 3 clusters Score -6956568 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -6956597.000000 Penalty: 3545.685547
	Iteration 37Q: 3 clusters Score -6956597 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6956620.000000 Penalty: 3545.685547
	Iteration 38Q: 3 clusters Score -6956620 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6956642.500000 Penalty: 3545.685547
	Iteration 39Q: 3 clusters Score -6956642 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6956654.000000 Penalty: 3545.685547
	Iteration 40F: 3 clusters Score -6956654 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6956697.500000 Penalty: 3545.685547
	Iteration 41Q: 3 clusters Score -6956698 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6956720.000000 Penalty: 3545.685547
	Iteration 42Q: 3 clusters Score -6956720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6956751.500000 Penalty: 3545.685547
	Iteration 43Q: 3 clusters Score -6956752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6956785.000000 Penalty: 3545.685547
	Iteration 44Q: 3 clusters Score -6956785 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6956791.500000 Penalty: 3545.685547
	Iteration 45Q: 3 clusters Score -6956792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6956803.000000 Penalty: 3545.685547
	Iteration 46Q: 3 clusters Score -6956803 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6956823.000000 Penalty: 3545.685547
	Iteration 47Q: 3 clusters Score -6956823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6956835.500000 Penalty: 3545.685547
	Iteration 48Q: 3 clusters Score -6956836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6956839.500000 Penalty: 3545.685547
	Iteration 49Q: 3 clusters Score -6956840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6956860.500000 Penalty: 3545.685547
	Iteration 50Q: 3 clusters Score -6956860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6956874.500000 Penalty: 3545.685547
	Iteration 51Q: 3 clusters Score -6956874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6956904.000000 Penalty: 3545.685547
	Iteration 52Q: 3 clusters Score -6956904 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6956915.500000 Penalty: 3545.685547
	Iteration 53Q: 3 clusters Score -6956916 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6956938.500000 Penalty: 3545.685547
	Iteration 54Q: 3 clusters Score -6956938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6956934.000000 Penalty: 3545.685547
	Iteration 55Q: 3 clusters Score -6956934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6956953.000000 Penalty: 3545.685547
	Iteration 56Q: 3 clusters Score -6956953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6956966.000000 Penalty: 3545.685547
	Iteration 57Q: 3 clusters Score -6956966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6956974.500000 Penalty: 3545.685547
	Iteration 58Q: 3 clusters Score -6956974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6956980.000000 Penalty: 3545.685547
	Iteration 59Q: 3 clusters Score -6956980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6956989.000000 Penalty: 3545.685547
	Iteration 60F: 3 clusters Score -6956989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6956994.000000 Penalty: 3545.685547
	Iteration 61Q: 3 clusters Score -6956994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6957002.000000 Penalty: 3545.685547
	Iteration 62Q: 3 clusters Score -6957002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6957008.500000 Penalty: 3545.685547
	Iteration 63Q: 3 clusters Score -6957008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6957006.500000 Penalty: 3545.685547
	Iteration 64Q: 3 clusters Score -6957006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6957010.000000 Penalty: 3545.685547
	Iteration 65Q: 3 clusters Score -6957010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6957005.000000 Penalty: 3545.685547
	Iteration 66Q: 3 clusters Score -6957005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6957005.000000 Penalty: 3545.685547
	Iteration 67Q: 3 clusters Score -6957005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6957002.500000 Penalty: 3545.685547
	Iteration 68Q: 3 clusters Score -6957002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6957012.500000 Penalty: 3545.685547
	Iteration 69Q: 3 clusters Score -6957012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6957017.500000 Penalty: 3545.685547
	Iteration 70Q: 3 clusters Score -6957018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6957014.500000 Penalty: 3545.685547
	Iteration 71Q: 3 clusters Score -6957014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6957022.500000 Penalty: 3545.685547
	Iteration 72Q: 3 clusters Score -6957022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6957014.000000 Penalty: 3545.685547
	Iteration 73Q: 3 clusters Score -6957014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6957021.000000 Penalty: 3545.685547
	Iteration 74Q: 3 clusters Score -6957021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6957022.500000 Penalty: 3545.685547
	Iteration 75Q: 3 clusters Score -6957022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6957014.000000 Penalty: 3545.685547
	Iteration 76Q: 3 clusters Score -6957014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6957024.500000 Penalty: 3545.685547
	Iteration 77Q: 3 clusters Score -6957024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6957026.500000 Penalty: 3545.685547
	Iteration 78Q: 3 clusters Score -6957026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6957041.500000 Penalty: 3545.685547
	Iteration 79Q: 3 clusters Score -6957042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6957045.500000 Penalty: 3545.685547
	Iteration 80F: 3 clusters Score -6957046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6957046.500000 Penalty: 3545.685547
	Iteration 81Q: 3 clusters Score -6957046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6957053.000000 Penalty: 3545.685547
	Iteration 82Q: 3 clusters Score -6957053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6957052.500000 Penalty: 3545.685547
	Iteration 83Q: 3 clusters Score -6957052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6957052.500000 Penalty: 3545.685547
	Iteration 84F: 3 clusters Score -6957052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Entering Unmasked Estep 
Score: -407326.125000 Penalty: 1322.231812
	Iteration 0F: 2 clusters Score -407326.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -404327.312500 Penalty: 2644.463623
	Iteration 0F: 3 clusters Score -404327.3 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -405223.781250 Penalty: 2644.463623
	Iteration 1F: 3 clusters Score -405223.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -405416.062500 Penalty: 2644.463623
	Iteration 2F: 3 clusters Score -405416.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -405534.000000 Penalty: 2644.463623
	Iteration 3F: 3 clusters Score -405534 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -405618.781250 Penalty: 2644.463623
	Iteration 4Q: 3 clusters Score -405618.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -405692.937500 Penalty: 2644.463623
	Iteration 5Q: 3 clusters Score -405692.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -405778.031250 Penalty: 2644.463623
	Iteration 6Q: 3 clusters Score -405778 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -405864.187500 Penalty: 2644.463623
	Iteration 7Q: 3 clusters Score -405864.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -405944.281250 Penalty: 2644.463623
	Iteration 8Q: 3 clusters Score -405944.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -406033.968750 Penalty: 2644.463623
	Iteration 9Q: 3 clusters Score -406034 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -406116.281250 Penalty: 2644.463623
	Iteration 10Q: 3 clusters Score -406116.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -406209.468750 Penalty: 2644.463623
	Iteration 11Q: 3 clusters Score -406209.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -406288.218750 Penalty: 2644.463623
	Iteration 12Q: 3 clusters Score -406288.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -406351.937500 Penalty: 2644.463623
	Iteration 13Q: 3 clusters Score -406351.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -406394.625000 Penalty: 2644.463623
	Iteration 14Q: 3 clusters Score -406394.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -406424.406250 Penalty: 2644.463623
	Iteration 15Q: 3 clusters Score -406424.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -406443.781250 Penalty: 2644.463623
	Iteration 16Q: 3 clusters Score -406443.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -406455.000000 Penalty: 2644.463623
	Iteration 17Q: 3 clusters Score -406455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -406459.312500 Penalty: 2644.463623
	Iteration 18Q: 3 clusters Score -406459.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -406463.125000 Penalty: 2644.463623
	Iteration 19Q: 3 clusters Score -406463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -406465.125000 Penalty: 2644.463623
	Iteration 20F: 3 clusters Score -406465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -406465.968750 Penalty: 2644.463623
	Iteration 21Q: 3 clusters Score -406466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -406466.593750 Penalty: 2644.463623
	Iteration 22Q: 3 clusters Score -406466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -406467.468750 Penalty: 2644.463623
	Iteration 23Q: 3 clusters Score -406467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -406467.937500 Penalty: 2644.463623
	Iteration 24Q: 3 clusters Score -406467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -406467.937500 Penalty: 2644.463623
	Iteration 25F: 3 clusters Score -406467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Entering Unmasked Estep 
Score: -654595.312500 Penalty: 1396.128296
	Iteration 0F: 2 clusters Score -654595.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -650350.250000 Penalty: 2792.256592
	Iteration 0F: 3 clusters Score -650350.2 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -651569.000000 Penalty: 2792.256592
	Iteration 1F: 3 clusters Score -651569 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -651733.812500 Penalty: 2792.256592
	Iteration 2F: 3 clusters Score -651733.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -651835.562500 Penalty: 2792.256592
	Iteration 3Q: 3 clusters Score -651835.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -651908.187500 Penalty: 2792.256592
	Iteration 4Q: 3 clusters Score -651908.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -651967.437500 Penalty: 2792.256592
	Iteration 5Q: 3 clusters Score -651967.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -652033.312500 Penalty: 2792.256592
	Iteration 6Q: 3 clusters Score -652033.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -652105.875000 Penalty: 2792.256592
	Iteration 7Q: 3 clusters Score -652105.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -652188.687500 Penalty: 2792.256592
	Iteration 8Q: 3 clusters Score -652188.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -652275.125000 Penalty: 2792.256592
	Iteration 9Q: 3 clusters Score -652275.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -652384.000000 Penalty: 2792.256592
	Iteration 10Q: 3 clusters Score -652384 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -652496.062500 Penalty: 2792.256592
	Iteration 11Q: 3 clusters Score -652496.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -652641.312500 Penalty: 2792.256592
	Iteration 12Q: 3 clusters Score -652641.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -652778.187500 Penalty: 2792.256592
	Iteration 13Q: 3 clusters Score -652778.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -652900.250000 Penalty: 2792.256592
	Iteration 14Q: 3 clusters Score -652900.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -653007.062500 Penalty: 2792.256592
	Iteration 15Q: 3 clusters Score -653007.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -653107.812500 Penalty: 2792.256592
	Iteration 16Q: 3 clusters Score -653107.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -653206.937500 Penalty: 2792.256592
	Iteration 17Q: 3 clusters Score -653206.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -653315.062500 Penalty: 2792.256592
	Iteration 18Q: 3 clusters Score -653315.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -653424.000000 Penalty: 2792.256592
	Iteration 19Q: 3 clusters Score -653424 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -653525.562500 Penalty: 2792.256592
	Iteration 20F: 3 clusters Score -653525.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -653599.750000 Penalty: 2792.256592
	Iteration 21Q: 3 clusters Score -653599.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -653636.937500 Penalty: 2792.256592
	Iteration 22Q: 3 clusters Score -653636.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -653657.750000 Penalty: 2792.256592
	Iteration 23Q: 3 clusters Score -653657.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -653675.750000 Penalty: 2792.256592
	Iteration 24Q: 3 clusters Score -653675.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -653686.312500 Penalty: 2792.256592
	Iteration 25Q: 3 clusters Score -653686.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -653691.125000 Penalty: 2792.256592
	Iteration 26Q: 3 clusters Score -653691.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -653695.187500 Penalty: 2792.256592
	Iteration 27Q: 3 clusters Score -653695.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -653701.125000 Penalty: 2792.256592
	Iteration 28Q: 3 clusters Score -653701.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -653705.250000 Penalty: 2792.256592
	Iteration 29Q: 3 clusters Score -653705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -653708.625000 Penalty: 2792.256592
	Iteration 30Q: 3 clusters Score -653708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -653710.875000 Penalty: 2792.256592
	Iteration 31Q: 3 clusters Score -653710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -653711.250000 Penalty: 2792.256592
	Iteration 32Q: 3 clusters Score -653711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -653711.812500 Penalty: 2792.256592
	Iteration 33Q: 3 clusters Score -653711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -653710.937500 Penalty: 2792.256592
	Iteration 34Q: 3 clusters Score -653710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -653712.312500 Penalty: 2792.256592
	Iteration 35Q: 3 clusters Score -653712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -653713.125000 Penalty: 2792.256592
	Iteration 36Q: 3 clusters Score -653713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -653712.687500 Penalty: 2792.256592
	Iteration 37Q: 3 clusters Score -653712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -653712.687500 Penalty: 2792.256592
	Iteration 38F: 3 clusters Score -653712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Entering Unmasked Estep 
Score: -11277741.000000 Penalty: 1853.777954
	Iteration 0F: 2 clusters Score -1.127774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -11221823.000000 Penalty: 3707.555908
	Iteration 0F: 3 clusters Score -1.122182e+07 nChanged 42958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -11246791.000000 Penalty: 3707.555908
	Iteration 1F: 3 clusters Score -1.124679e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -11247659.000000 Penalty: 3707.555908
	Iteration 2Q: 3 clusters Score -1.124766e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -11248868.000000 Penalty: 3707.555908
	Iteration 3Q: 3 clusters Score -1.124887e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -11250726.000000 Penalty: 3707.555908
	Iteration 4Q: 3 clusters Score -1.125073e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -11253462.000000 Penalty: 3707.555908
	Iteration 5F: 3 clusters Score -1.125346e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -11257502.000000 Penalty: 3707.555908
	Iteration 6F: 3 clusters Score -1.12575e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -11262836.000000 Penalty: 3707.555908
	Iteration 7F: 3 clusters Score -1.126284e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -11267201.000000 Penalty: 3707.555908
	Iteration 8F: 3 clusters Score -1.12672e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -11269241.000000 Penalty: 3707.555908
	Iteration 9Q: 3 clusters Score -1.126924e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -11269961.000000 Penalty: 3707.555908
	Iteration 10Q: 3 clusters Score -1.126996e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -11270338.000000 Penalty: 3707.555908
	Iteration 11Q: 3 clusters Score -1.127034e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -11270554.000000 Penalty: 3707.555908
	Iteration 12Q: 3 clusters Score -1.127055e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -11270728.000000 Penalty: 3707.555908
	Iteration 13Q: 3 clusters Score -1.127073e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -11270877.000000 Penalty: 3707.555908
	Iteration 14Q: 3 clusters Score -1.127088e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -11270984.000000 Penalty: 3707.555908
	Iteration 15Q: 3 clusters Score -1.127098e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -11271142.000000 Penalty: 3707.555908
	Iteration 16Q: 3 clusters Score -1.127114e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -11271199.000000 Penalty: 3707.555908
	Iteration 17Q: 3 clusters Score -1.12712e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -11271310.000000 Penalty: 3707.555908
	Iteration 18Q: 3 clusters Score -1.127131e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -11271387.000000 Penalty: 3707.555908
	Iteration 19Q: 3 clusters Score -1.127139e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -11271463.000000 Penalty: 3707.555908
	Iteration 20F: 3 clusters Score -1.127146e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -11271509.000000 Penalty: 3707.555908
	Iteration 21Q: 3 clusters Score -1.127151e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -11271560.000000 Penalty: 3707.555908
	Iteration 22Q: 3 clusters Score -1.127156e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -11271586.000000 Penalty: 3707.555908
	Iteration 23Q: 3 clusters Score -1.127159e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -11271591.000000 Penalty: 3707.555908
	Iteration 24Q: 3 clusters Score -1.127159e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -11271585.000000 Penalty: 3707.555908
	Iteration 25Q: 3 clusters Score -1.127158e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58211 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -11271610.000000 Penalty: 3707.555908
	Iteration 26Q: 3 clusters Score -1.127161e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -11271630.000000 Penalty: 3707.555908
	Iteration 27Q: 3 clusters Score -1.127163e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -11271620.000000 Penalty: 3707.555908
	Iteration 28Q: 3 clusters Score -1.127162e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -11271594.000000 Penalty: 3707.555908
	Iteration 29Q: 3 clusters Score -1.127159e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -11271558.000000 Penalty: 3707.555908
	Iteration 30Q: 3 clusters Score -1.127156e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -11271535.000000 Penalty: 3707.555908
	Iteration 31Q: 3 clusters Score -1.127154e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -11271532.000000 Penalty: 3707.555908
	Iteration 32Q: 3 clusters Score -1.127153e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -11271515.000000 Penalty: 3707.555908
	Iteration 33Q: 3 clusters Score -1.127152e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -11271512.000000 Penalty: 3707.555908
	Iteration 34Q: 3 clusters Score -1.127151e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -11271512.000000 Penalty: 3707.555908
	Iteration 35Q: 3 clusters Score -1.127151e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -11271468.000000 Penalty: 3707.555908
	Iteration 36Q: 3 clusters Score -1.127147e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -11271444.000000 Penalty: 3707.555908
	Iteration 37Q: 3 clusters Score -1.127144e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -11271425.000000 Penalty: 3707.555908
	Iteration 38Q: 3 clusters Score -1.127142e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -11271441.000000 Penalty: 3707.555908
	Iteration 39Q: 3 clusters Score -1.127144e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -11271400.000000 Penalty: 3707.555908
	Iteration 40F: 3 clusters Score -1.12714e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -11271338.000000 Penalty: 3707.555908
	Iteration 41Q: 3 clusters Score -1.127134e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -11271321.000000 Penalty: 3707.555908
	Iteration 42Q: 3 clusters Score -1.127132e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -11271371.000000 Penalty: 3707.555908
	Iteration 43Q: 3 clusters Score -1.127137e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -11271355.000000 Penalty: 3707.555908
	Iteration 44Q: 3 clusters Score -1.127136e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -11271337.000000 Penalty: 3707.555908
	Iteration 45Q: 3 clusters Score -1.127134e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -11271319.000000 Penalty: 3707.555908
	Iteration 46Q: 3 clusters Score -1.127132e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -11271292.000000 Penalty: 3707.555908
	Iteration 47Q: 3 clusters Score -1.127129e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -11271326.000000 Penalty: 3707.555908
	Iteration 48Q: 3 clusters Score -1.127133e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -11271305.000000 Penalty: 3707.555908
	Iteration 49Q: 3 clusters Score -1.12713e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -11271335.000000 Penalty: 3707.555908
	Iteration 50Q: 3 clusters Score -1.127134e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -11271379.000000 Penalty: 3707.555908
	Iteration 51Q: 3 clusters Score -1.127138e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -11271420.000000 Penalty: 3707.555908
	Iteration 52Q: 3 clusters Score -1.127142e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -11271446.000000 Penalty: 3707.555908
	Iteration 53Q: 3 clusters Score -1.127145e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -11271400.000000 Penalty: 3707.555908
	Iteration 54Q: 3 clusters Score -1.12714e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -11271436.000000 Penalty: 3707.555908
	Iteration 55Q: 3 clusters Score -1.127144e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -11271503.000000 Penalty: 3707.555908
	Iteration 56Q: 3 clusters Score -1.12715e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -11271494.000000 Penalty: 3707.555908
	Iteration 57Q: 3 clusters Score -1.127149e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -11271531.000000 Penalty: 3707.555908
	Iteration 58Q: 3 clusters Score -1.127153e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -11271562.000000 Penalty: 3707.555908
	Iteration 59Q: 3 clusters Score -1.127156e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -11271585.000000 Penalty: 3707.555908
	Iteration 60F: 3 clusters Score -1.127158e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -11271611.000000 Penalty: 3707.555908
	Iteration 61Q: 3 clusters Score -1.127161e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -11271607.000000 Penalty: 3707.555908
	Iteration 62Q: 3 clusters Score -1.127161e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -11271596.000000 Penalty: 3707.555908
	Iteration 63Q: 3 clusters Score -1.12716e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -11271625.000000 Penalty: 3707.555908
	Iteration 64Q: 3 clusters Score -1.127162e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -11271617.000000 Penalty: 3707.555908
	Iteration 65Q: 3 clusters Score -1.127162e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -11271685.000000 Penalty: 3707.555908
	Iteration 66Q: 3 clusters Score -1.127168e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -11271762.000000 Penalty: 3707.555908
	Iteration 67Q: 3 clusters Score -1.127176e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -11271752.000000 Penalty: 3707.555908
	Iteration 68Q: 3 clusters Score -1.127175e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -11271859.000000 Penalty: 3707.555908
	Iteration 69Q: 3 clusters Score -1.127186e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -11271958.000000 Penalty: 3707.555908
	Iteration 70Q: 3 clusters Score -1.127196e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -11271919.000000 Penalty: 3707.555908
	Iteration 71Q: 3 clusters Score -1.127192e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -11271966.000000 Penalty: 3707.555908
	Iteration 72Q: 3 clusters Score -1.127197e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -11272008.000000 Penalty: 3707.555908
	Iteration 73Q: 3 clusters Score -1.127201e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -11272086.000000 Penalty: 3707.555908
	Iteration 74Q: 3 clusters Score -1.127209e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -11272210.000000 Penalty: 3707.555908
	Iteration 75Q: 3 clusters Score -1.127221e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -11272295.000000 Penalty: 3707.555908
	Iteration 76Q: 3 clusters Score -1.12723e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -11272466.000000 Penalty: 3707.555908
	Iteration 77Q: 3 clusters Score -1.127247e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -11272573.000000 Penalty: 3707.555908
	Iteration 78Q: 3 clusters Score -1.127257e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -11272802.000000 Penalty: 3707.555908
	Iteration 79Q: 3 clusters Score -1.12728e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -11272955.000000 Penalty: 3707.555908
	Iteration 80F: 3 clusters Score -1.127296e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -11273159.000000 Penalty: 3707.555908
	Iteration 81Q: 3 clusters Score -1.127316e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -11273339.000000 Penalty: 3707.555908
	Iteration 82Q: 3 clusters Score -1.127334e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -11273546.000000 Penalty: 3707.555908
	Iteration 83Q: 3 clusters Score -1.127355e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -11273790.000000 Penalty: 3707.555908
	Iteration 84Q: 3 clusters Score -1.127379e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
Score: -11274123.000000 Penalty: 3707.555908
	Iteration 85Q: 3 clusters Score -1.127412e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -11274484.000000 Penalty: 3707.555908
	Iteration 86Q: 3 clusters Score -1.127448e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -11274780.000000 Penalty: 3707.555908
	Iteration 87Q: 3 clusters Score -1.127478e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -11275066.000000 Penalty: 3707.555908
	Iteration 88Q: 3 clusters Score -1.127507e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -11275426.000000 Penalty: 3707.555908
	Iteration 89Q: 3 clusters Score -1.127543e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -11275708.000000 Penalty: 3707.555908
	Iteration 90Q: 3 clusters Score -1.127571e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -11275789.000000 Penalty: 3707.555908
	Iteration 91Q: 3 clusters Score -1.127579e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -11275777.000000 Penalty: 3707.555908
	Iteration 92Q: 3 clusters Score -1.127578e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -11275785.000000 Penalty: 3707.555908
	Iteration 93Q: 3 clusters Score -1.127578e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -11275750.000000 Penalty: 3707.555908
	Iteration 94Q: 3 clusters Score -1.127575e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -11275817.000000 Penalty: 3707.555908
	Iteration 95Q: 3 clusters Score -1.127582e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -11275852.000000 Penalty: 3707.555908
	Iteration 96Q: 3 clusters Score -1.127585e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -11275909.000000 Penalty: 3707.555908
	Iteration 97Q: 3 clusters Score -1.127591e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -11275935.000000 Penalty: 3707.555908
	Iteration 98Q: 3 clusters Score -1.127594e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -11275946.000000 Penalty: 3707.555908
	Iteration 99Q: 3 clusters Score -1.127595e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 85889 members 
Entering Unmasked Estep 
Score: -11275979.000000 Penalty: 3707.555908
	Iteration 100F: 3 clusters Score -1.127598e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -11275969.000000 Penalty: 3707.555908
	Iteration 101Q: 3 clusters Score -1.127597e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -11275995.000000 Penalty: 3707.555908
	Iteration 102Q: 3 clusters Score -1.1276e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -11276016.000000 Penalty: 3707.555908
	Iteration 103Q: 3 clusters Score -1.127602e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -11276029.000000 Penalty: 3707.555908
	Iteration 104Q: 3 clusters Score -1.127603e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -11276046.000000 Penalty: 3707.555908
	Iteration 105Q: 3 clusters Score -1.127605e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -11276093.000000 Penalty: 3707.555908
	Iteration 106Q: 3 clusters Score -1.127609e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 87204 members 
Entering Unmasked Estep 
Score: -11276062.000000 Penalty: 3707.555908
	Iteration 107Q: 3 clusters Score -1.127606e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 87350 members 
Entering Unmasked Estep 
Score: -11276109.000000 Penalty: 3707.555908
	Iteration 108Q: 3 clusters Score -1.127611e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -11276125.000000 Penalty: 3707.555908
	Iteration 109Q: 3 clusters Score -1.127612e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -11276128.000000 Penalty: 3707.555908
	Iteration 110Q: 3 clusters Score -1.127613e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -11276201.000000 Penalty: 3707.555908
	Iteration 111Q: 3 clusters Score -1.12762e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -11276229.000000 Penalty: 3707.555908
	Iteration 112Q: 3 clusters Score -1.127623e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 87955 members 
Entering Unmasked Estep 
Score: -11276221.000000 Penalty: 3707.555908
	Iteration 113Q: 3 clusters Score -1.127622e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -11276241.000000 Penalty: 3707.555908
	Iteration 114Q: 3 clusters Score -1.127624e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -11276255.000000 Penalty: 3707.555908
	Iteration 115Q: 3 clusters Score -1.127626e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -11276248.000000 Penalty: 3707.555908
	Iteration 116Q: 3 clusters Score -1.127625e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 88227 members 
Entering Unmasked Estep 
Score: -11276266.000000 Penalty: 3707.555908
	Iteration 117Q: 3 clusters Score -1.127627e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -11276265.000000 Penalty: 3707.555908
	Iteration 118Q: 3 clusters Score -1.127626e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -11276306.000000 Penalty: 3707.555908
	Iteration 119Q: 3 clusters Score -1.127631e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -11276341.000000 Penalty: 3707.555908
	Iteration 120F: 3 clusters Score -1.127634e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -11276344.000000 Penalty: 3707.555908
	Iteration 121Q: 3 clusters Score -1.127634e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -11276348.000000 Penalty: 3707.555908
	Iteration 122Q: 3 clusters Score -1.127635e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -11276374.000000 Penalty: 3707.555908
	Iteration 123Q: 3 clusters Score -1.127637e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 88612 members 
Entering Unmasked Estep 
Score: -11276372.000000 Penalty: 3707.555908
	Iteration 124Q: 3 clusters Score -1.127637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 88645 members 
Entering Unmasked Estep 
Score: -11276380.000000 Penalty: 3707.555908
	Iteration 125Q: 3 clusters Score -1.127638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -11276378.000000 Penalty: 3707.555908
	Iteration 126Q: 3 clusters Score -1.127638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 88693 members 
Entering Unmasked Estep 
Score: -11276374.000000 Penalty: 3707.555908
	Iteration 127Q: 3 clusters Score -1.127637e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
Score: -11276368.000000 Penalty: 3707.555908
	Iteration 128Q: 3 clusters Score -1.127637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -11276395.000000 Penalty: 3707.555908
	Iteration 129Q: 3 clusters Score -1.12764e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -11276393.000000 Penalty: 3707.555908
	Iteration 130Q: 3 clusters Score -1.127639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -11276392.000000 Penalty: 3707.555908
	Iteration 131Q: 3 clusters Score -1.127639e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 88769 members 
Entering Unmasked Estep 
Score: -11276399.000000 Penalty: 3707.555908
	Iteration 132Q: 3 clusters Score -1.12764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -11276400.000000 Penalty: 3707.555908
	Iteration 133Q: 3 clusters Score -1.12764e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -11276410.000000 Penalty: 3707.555908
	Iteration 134Q: 3 clusters Score -1.127641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -11276415.000000 Penalty: 3707.555908
	Iteration 135Q: 3 clusters Score -1.127642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -11276425.000000 Penalty: 3707.555908
	Iteration 136Q: 3 clusters Score -1.127642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 88828 members 
Entering Unmasked Estep 
Score: -11276422.000000 Penalty: 3707.555908
	Iteration 137Q: 3 clusters Score -1.127642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -11276426.000000 Penalty: 3707.555908
	Iteration 138Q: 3 clusters Score -1.127643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -11276429.000000 Penalty: 3707.555908
	Iteration 139Q: 3 clusters Score -1.127643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -11276441.000000 Penalty: 3707.555908
	Iteration 140F: 3 clusters Score -1.127644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -11276442.000000 Penalty: 3707.555908
	Iteration 141Q: 3 clusters Score -1.127644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -11276437.000000 Penalty: 3707.555908
	Iteration 142Q: 3 clusters Score -1.127644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 88893 members 
Entering Unmasked Estep 
Score: -11276441.000000 Penalty: 3707.555908
	Iteration 143Q: 3 clusters Score -1.127644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -11276442.000000 Penalty: 3707.555908
	Iteration 144Q: 3 clusters Score -1.127644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 88917 members 
Entering Unmasked Estep 
Score: -11276442.000000 Penalty: 3707.555908
	Iteration 145Q: 3 clusters Score -1.127644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -11276447.000000 Penalty: 3707.555908
	Iteration 146Q: 3 clusters Score -1.127645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -11276444.000000 Penalty: 3707.555908
	Iteration 147Q: 3 clusters Score -1.127644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -11276440.000000 Penalty: 3707.555908
	Iteration 148Q: 3 clusters Score -1.127644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -11276443.000000 Penalty: 3707.555908
	Iteration 149Q: 3 clusters Score -1.127644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 88958 members 
Entering Unmasked Estep 
Score: -11276445.000000 Penalty: 3707.555908
	Iteration 150Q: 3 clusters Score -1.127644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -11276438.000000 Penalty: 3707.555908
	Iteration 151Q: 3 clusters Score -1.127644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -11276449.000000 Penalty: 3707.555908
	Iteration 152Q: 3 clusters Score -1.127645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -11276446.000000 Penalty: 3707.555908
	Iteration 153Q: 3 clusters Score -1.127645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -11276439.000000 Penalty: 3707.555908
	Iteration 154Q: 3 clusters Score -1.127644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -11276437.000000 Penalty: 3707.555908
	Iteration 155Q: 3 clusters Score -1.127644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -11276441.000000 Penalty: 3707.555908
	Iteration 156Q: 3 clusters Score -1.127644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -11276448.000000 Penalty: 3707.555908
	Iteration 157Q: 3 clusters Score -1.127645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -11276437.000000 Penalty: 3707.555908
	Iteration 158Q: 3 clusters Score -1.127644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 88989 members 
Entering Unmasked Estep 
Score: -11276437.000000 Penalty: 3707.555908
	Iteration 159Q: 3 clusters Score -1.127644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 88995 members 
Entering Unmasked Estep 
Score: -11276445.000000 Penalty: 3707.555908
	Iteration 160F: 3 clusters Score -1.127644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -11276443.000000 Penalty: 3707.555908
	Iteration 161Q: 3 clusters Score -1.127644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 89002 members 
Entering Unmasked Estep 
Score: -11276441.000000 Penalty: 3707.555908
	Iteration 162Q: 3 clusters Score -1.127644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -11276452.000000 Penalty: 3707.555908
	Iteration 163Q: 3 clusters Score -1.127645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -11276451.000000 Penalty: 3707.555908
	Iteration 164Q: 3 clusters Score -1.127645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -11276448.000000 Penalty: 3707.555908
	Iteration 165Q: 3 clusters Score -1.127645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -11276441.000000 Penalty: 3707.555908
	Iteration 166Q: 3 clusters Score -1.127644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 89014 members 
Entering Unmasked Estep 
Score: -11276444.000000 Penalty: 3707.555908
	Iteration 167Q: 3 clusters Score -1.127644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -11276449.000000 Penalty: 3707.555908
	Iteration 168Q: 3 clusters Score -1.127645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 89020 members 
Entering Unmasked Estep 
Score: -11276447.000000 Penalty: 3707.555908
	Iteration 169Q: 3 clusters Score -1.127645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -11276443.000000 Penalty: 3707.555908
	Iteration 170Q: 3 clusters Score -1.127644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -11276443.000000 Penalty: 3707.555908
	Iteration 171Q: 3 clusters Score -1.127644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -11276450.000000 Penalty: 3707.555908
	Iteration 172Q: 3 clusters Score -1.127645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 89039 members 
Entering Unmasked Estep 
Score: -11276449.000000 Penalty: 3707.555908
	Iteration 173Q: 3 clusters Score -1.127645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -11276445.000000 Penalty: 3707.555908
	Iteration 174Q: 3 clusters Score -1.127644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -11276452.000000 Penalty: 3707.555908
	Iteration 175Q: 3 clusters Score -1.127645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -11276455.000000 Penalty: 3707.555908
	Iteration 176Q: 3 clusters Score -1.127646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -11276456.000000 Penalty: 3707.555908
	Iteration 177Q: 3 clusters Score -1.127646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -11276456.000000 Penalty: 3707.555908
	Iteration 178F: 3 clusters Score -1.127646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (84019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Entering Unmasked Estep 
Score: -10515402.000000 Penalty: 1842.554810
	Iteration 0F: 2 clusters Score -1.05154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -10460108.000000 Penalty: 3685.109619
	Iteration 0F: 3 clusters Score -1.046011e+07 nChanged 40097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -10483816.000000 Penalty: 3685.109619
	Iteration 1F: 3 clusters Score -1.048382e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -10485235.000000 Penalty: 3685.109619
	Iteration 2Q: 3 clusters Score -1.048524e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -10487591.000000 Penalty: 3685.109619
	Iteration 3F: 3 clusters Score -1.048759e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -10491848.000000 Penalty: 3685.109619
	Iteration 4F: 3 clusters Score -1.049185e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -10497512.000000 Penalty: 3685.109619
	Iteration 5F: 3 clusters Score -1.049751e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -10503299.000000 Penalty: 3685.109619
	Iteration 6F: 3 clusters Score -1.05033e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -10507802.000000 Penalty: 3685.109619
	Iteration 7F: 3 clusters Score -1.05078e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78970 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -10510583.000000 Penalty: 3685.109619
	Iteration 8Q: 3 clusters Score -1.051058e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -10511996.000000 Penalty: 3685.109619
	Iteration 9Q: 3 clusters Score -1.0512e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -10512753.000000 Penalty: 3685.109619
	Iteration 10Q: 3 clusters Score -1.051275e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10513185.000000 Penalty: 3685.109619
	Iteration 11Q: 3 clusters Score -1.051318e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -10513404.000000 Penalty: 3685.109619
	Iteration 12Q: 3 clusters Score -1.05134e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10513561.000000 Penalty: 3685.109619
	Iteration 13Q: 3 clusters Score -1.051356e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10513667.000000 Penalty: 3685.109619
	Iteration 14Q: 3 clusters Score -1.051367e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10513754.000000 Penalty: 3685.109619
	Iteration 15Q: 3 clusters Score -1.051375e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10513794.000000 Penalty: 3685.109619
	Iteration 16Q: 3 clusters Score -1.051379e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83384 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10513835.000000 Penalty: 3685.109619
	Iteration 17Q: 3 clusters Score -1.051384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10513844.000000 Penalty: 3685.109619
	Iteration 18Q: 3 clusters Score -1.051384e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10513857.000000 Penalty: 3685.109619
	Iteration 19Q: 3 clusters Score -1.051386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10513862.000000 Penalty: 3685.109619
	Iteration 20F: 3 clusters Score -1.051386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10513875.000000 Penalty: 3685.109619
	Iteration 21Q: 3 clusters Score -1.051388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10513876.000000 Penalty: 3685.109619
	Iteration 22Q: 3 clusters Score -1.051388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10513881.000000 Penalty: 3685.109619
	Iteration 23Q: 3 clusters Score -1.051388e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10513887.000000 Penalty: 3685.109619
	Iteration 24Q: 3 clusters Score -1.051389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10513900.000000 Penalty: 3685.109619
	Iteration 25Q: 3 clusters Score -1.05139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10513908.000000 Penalty: 3685.109619
	Iteration 26Q: 3 clusters Score -1.051391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10513901.000000 Penalty: 3685.109619
	Iteration 27Q: 3 clusters Score -1.05139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10513907.000000 Penalty: 3685.109619
	Iteration 28Q: 3 clusters Score -1.051391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10513904.000000 Penalty: 3685.109619
	Iteration 29Q: 3 clusters Score -1.05139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10513909.000000 Penalty: 3685.109619
	Iteration 30Q: 3 clusters Score -1.051391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83524 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10513912.000000 Penalty: 3685.109619
	Iteration 31Q: 3 clusters Score -1.051391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10513916.000000 Penalty: 3685.109619
	Iteration 32Q: 3 clusters Score -1.051392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83527 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10513914.000000 Penalty: 3685.109619
	Iteration 33Q: 3 clusters Score -1.051391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10513917.000000 Penalty: 3685.109619
	Iteration 34Q: 3 clusters Score -1.051392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10513917.000000 Penalty: 3685.109619
	Iteration 35Q: 3 clusters Score -1.051392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10513917.000000 Penalty: 3685.109619
	Iteration 36F: 3 clusters Score -1.051392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -235624.671875 Penalty: 1241.598145
	Iteration 0F: 2 clusters Score -235624.7 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 1059 members 
Entering Unmasked Estep 
Score: -233522.656250 Penalty: 2483.196289
	Iteration 0F: 3 clusters Score -233522.7 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -234081.671875 Penalty: 2483.196289
	Iteration 1F: 3 clusters Score -234081.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -234258.031250 Penalty: 2483.196289
	Iteration 2F: 3 clusters Score -234258 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -234429.640625 Penalty: 2483.196289
	Iteration 3F: 3 clusters Score -234429.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -234615.125000 Penalty: 2483.196289
	Iteration 4F: 3 clusters Score -234615.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234773.062500 Penalty: 2483.196289
	Iteration 5F: 3 clusters Score -234773.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234901.421875 Penalty: 2483.196289
	Iteration 6F: 3 clusters Score -234901.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -235043.265625 Penalty: 2483.196289
	Iteration 7Q: 3 clusters Score -235043.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -235214.390625 Penalty: 2483.196289
	Iteration 8Q: 3 clusters Score -235214.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -235361.000000 Penalty: 2483.196289
	Iteration 9Q: 3 clusters Score -235361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -235480.140625 Penalty: 2483.196289
	Iteration 10Q: 3 clusters Score -235480.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -235548.265625 Penalty: 2483.196289
	Iteration 11Q: 3 clusters Score -235548.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -235581.093750 Penalty: 2483.196289
	Iteration 12Q: 3 clusters Score -235581.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -235598.890625 Penalty: 2483.196289
	Iteration 13Q: 3 clusters Score -235598.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -235608.671875 Penalty: 2483.196289
	Iteration 14Q: 3 clusters Score -235608.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -235618.859375 Penalty: 2483.196289
	Iteration 15Q: 3 clusters Score -235618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -235622.687500 Penalty: 2483.196289
	Iteration 16Q: 3 clusters Score -235622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -235623.406250 Penalty: 2483.196289
	Iteration 17Q: 3 clusters Score -235623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -235624.296875 Penalty: 2483.196289
	Iteration 18Q: 3 clusters Score -235624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -235625.015625 Penalty: 2483.196289
	Iteration 19Q: 3 clusters Score -235625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -235625.453125 Penalty: 2483.196289
	Iteration 20F: 3 clusters Score -235625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -235625.671875 Penalty: 2483.196289
	Iteration 21Q: 3 clusters Score -235625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -235625.671875 Penalty: 2483.196289
	Iteration 22F: 3 clusters Score -235625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13645 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 52997 members 
Mstep: Class 5 contains 19797 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 88513 members 
Mstep: Class 9 contains 93499 members 
Mstep: Class 10 contains 9410 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9330 members 
Mstep: Class 13 contains 31206 members 
Mstep: Class 14 contains 15486 members 
Mstep: Class 15 contains 95111 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12548 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 3418 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 90027 members 
Mstep: Class 23 contains 84019 members 
Mstep: Class 24 contains 1161 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 73596 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10138 members 
Mstep: Class 33 contains 920 members 
Mstep: Class 34 contains 51694 members 
Mstep: Class 35 contains 1553 members 
Entering Unmasked Estep 
Score: -102239728.000000 Penalty: 77592.265625
Splitting cluster 24 changes total score from -102240896.000000 to -102239728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (3238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Entering Unmasked Estep 
Score: -376798.968750 Penalty: 1313.440552
	Iteration 0F: 2 clusters Score -376799 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 1641 members 
Entering Unmasked Estep 
Score: -373937.937500 Penalty: 2626.881104
	Iteration 0F: 3 clusters Score -373937.9 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -374703.562500 Penalty: 2626.881104
	Iteration 1F: 3 clusters Score -374703.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -374924.125000 Penalty: 2626.881104
	Iteration 2F: 3 clusters Score -374924.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -375103.968750 Penalty: 2626.881104
	Iteration 3F: 3 clusters Score -375104 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -375268.687500 Penalty: 2626.881104
	Iteration 4F: 3 clusters Score -375268.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -375397.468750 Penalty: 2626.881104
	Iteration 5Q: 3 clusters Score -375397.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -375532.343750 Penalty: 2626.881104
	Iteration 6Q: 3 clusters Score -375532.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -375652.218750 Penalty: 2626.881104
	Iteration 7Q: 3 clusters Score -375652.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -375741.593750 Penalty: 2626.881104
	Iteration 8Q: 3 clusters Score -375741.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -375804.968750 Penalty: 2626.881104
	Iteration 9Q: 3 clusters Score -375805 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -375849.312500 Penalty: 2626.881104
	Iteration 10Q: 3 clusters Score -375849.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -375895.062500 Penalty: 2626.881104
	Iteration 11Q: 3 clusters Score -375895.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -375942.375000 Penalty: 2626.881104
	Iteration 12Q: 3 clusters Score -375942.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -375988.937500 Penalty: 2626.881104
	Iteration 13Q: 3 clusters Score -375988.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -376049.750000 Penalty: 2626.881104
	Iteration 14Q: 3 clusters Score -376049.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -376104.031250 Penalty: 2626.881104
	Iteration 15Q: 3 clusters Score -376104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -376157.406250 Penalty: 2626.881104
	Iteration 16Q: 3 clusters Score -376157.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -376203.406250 Penalty: 2626.881104
	Iteration 17Q: 3 clusters Score -376203.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -376258.500000 Penalty: 2626.881104
	Iteration 18Q: 3 clusters Score -376258.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -376279.031250 Penalty: 2626.881104
	Iteration 19Q: 3 clusters Score -376279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -376320.656250 Penalty: 2626.881104
	Iteration 20F: 3 clusters Score -376320.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -376340.843750 Penalty: 2626.881104
	Iteration 21Q: 3 clusters Score -376340.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -376356.062500 Penalty: 2626.881104
	Iteration 22Q: 3 clusters Score -376356.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -376366.375000 Penalty: 2626.881104
	Iteration 23Q: 3 clusters Score -376366.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -376373.875000 Penalty: 2626.881104
	Iteration 24Q: 3 clusters Score -376373.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -376379.468750 Penalty: 2626.881104
	Iteration 25Q: 3 clusters Score -376379.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -376386.906250 Penalty: 2626.881104
	Iteration 26Q: 3 clusters Score -376386.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -376391.468750 Penalty: 2626.881104
	Iteration 27Q: 3 clusters Score -376391.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -376394.312500 Penalty: 2626.881104
	Iteration 28Q: 3 clusters Score -376394.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -376398.812500 Penalty: 2626.881104
	Iteration 29Q: 3 clusters Score -376398.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -376411.000000 Penalty: 2626.881104
	Iteration 30Q: 3 clusters Score -376411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -376423.000000 Penalty: 2626.881104
	Iteration 31Q: 3 clusters Score -376423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -376433.437500 Penalty: 2626.881104
	Iteration 32Q: 3 clusters Score -376433.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -376443.250000 Penalty: 2626.881104
	Iteration 33Q: 3 clusters Score -376443.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -376453.687500 Penalty: 2626.881104
	Iteration 34Q: 3 clusters Score -376453.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -376465.875000 Penalty: 2626.881104
	Iteration 35Q: 3 clusters Score -376465.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -376477.687500 Penalty: 2626.881104
	Iteration 36Q: 3 clusters Score -376477.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -376489.375000 Penalty: 2626.881104
	Iteration 37Q: 3 clusters Score -376489.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -376504.437500 Penalty: 2626.881104
	Iteration 38Q: 3 clusters Score -376504.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -376518.000000 Penalty: 2626.881104
	Iteration 39Q: 3 clusters Score -376518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -376524.812500 Penalty: 2626.881104
	Iteration 40F: 3 clusters Score -376524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -376527.500000 Penalty: 2626.881104
	Iteration 41Q: 3 clusters Score -376527.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -376531.812500 Penalty: 2626.881104
	Iteration 42Q: 3 clusters Score -376531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -376537.937500 Penalty: 2626.881104
	Iteration 43Q: 3 clusters Score -376537.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -376551.093750 Penalty: 2626.881104
	Iteration 44Q: 3 clusters Score -376551.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -376556.968750 Penalty: 2626.881104
	Iteration 45Q: 3 clusters Score -376557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -376563.281250 Penalty: 2626.881104
	Iteration 46Q: 3 clusters Score -376563.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -376571.375000 Penalty: 2626.881104
	Iteration 47Q: 3 clusters Score -376571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -376577.000000 Penalty: 2626.881104
	Iteration 48Q: 3 clusters Score -376577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -376580.218750 Penalty: 2626.881104
	Iteration 49Q: 3 clusters Score -376580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -376584.656250 Penalty: 2626.881104
	Iteration 50Q: 3 clusters Score -376584.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -376587.312500 Penalty: 2626.881104
	Iteration 51Q: 3 clusters Score -376587.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -376589.562500 Penalty: 2626.881104
	Iteration 52Q: 3 clusters Score -376589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -376597.375000 Penalty: 2626.881104
	Iteration 53Q: 3 clusters Score -376597.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -376601.000000 Penalty: 2626.881104
	Iteration 54Q: 3 clusters Score -376601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -376604.031250 Penalty: 2626.881104
	Iteration 55Q: 3 clusters Score -376604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -376607.656250 Penalty: 2626.881104
	Iteration 56Q: 3 clusters Score -376607.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -376608.343750 Penalty: 2626.881104
	Iteration 57Q: 3 clusters Score -376608.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -376608.343750 Penalty: 2626.881104
	Iteration 58F: 3 clusters Score -376608.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -655752.437500 Penalty: 1399.206421
	Iteration 0F: 2 clusters Score -655752.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -651463.625000 Penalty: 2798.412842
	Iteration 0F: 3 clusters Score -651463.6 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -652948.500000 Penalty: 2798.412842
	Iteration 1F: 3 clusters Score -652948.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -653286.750000 Penalty: 2798.412842
	Iteration 2F: 3 clusters Score -653286.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -653603.062500 Penalty: 2798.412842
	Iteration 3F: 3 clusters Score -653603.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -653906.312500 Penalty: 2798.412842
	Iteration 4F: 3 clusters Score -653906.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -654123.500000 Penalty: 2798.412842
	Iteration 5F: 3 clusters Score -654123.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -654279.125000 Penalty: 2798.412842
	Iteration 6Q: 3 clusters Score -654279.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -654392.000000 Penalty: 2798.412842
	Iteration 7Q: 3 clusters Score -654392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -654480.437500 Penalty: 2798.412842
	Iteration 8Q: 3 clusters Score -654480.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -654570.000000 Penalty: 2798.412842
	Iteration 9Q: 3 clusters Score -654570 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -654651.000000 Penalty: 2798.412842
	Iteration 10Q: 3 clusters Score -654651 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -654723.875000 Penalty: 2798.412842
	Iteration 11Q: 3 clusters Score -654723.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -654806.562500 Penalty: 2798.412842
	Iteration 12Q: 3 clusters Score -654806.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -654867.250000 Penalty: 2798.412842
	Iteration 13Q: 3 clusters Score -654867.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -654904.437500 Penalty: 2798.412842
	Iteration 14Q: 3 clusters Score -654904.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -654930.125000 Penalty: 2798.412842
	Iteration 15Q: 3 clusters Score -654930.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -654944.812500 Penalty: 2798.412842
	Iteration 16Q: 3 clusters Score -654944.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -654960.250000 Penalty: 2798.412842
	Iteration 17Q: 3 clusters Score -654960.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -654976.375000 Penalty: 2798.412842
	Iteration 18Q: 3 clusters Score -654976.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -654997.187500 Penalty: 2798.412842
	Iteration 19Q: 3 clusters Score -654997.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -655015.312500 Penalty: 2798.412842
	Iteration 20F: 3 clusters Score -655015.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -655034.250000 Penalty: 2798.412842
	Iteration 21Q: 3 clusters Score -655034.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -655048.687500 Penalty: 2798.412842
	Iteration 22Q: 3 clusters Score -655048.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -655062.750000 Penalty: 2798.412842
	Iteration 23Q: 3 clusters Score -655062.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -655076.687500 Penalty: 2798.412842
	Iteration 24Q: 3 clusters Score -655076.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -655082.937500 Penalty: 2798.412842
	Iteration 25Q: 3 clusters Score -655082.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -655091.375000 Penalty: 2798.412842
	Iteration 26Q: 3 clusters Score -655091.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -655094.812500 Penalty: 2798.412842
	Iteration 27Q: 3 clusters Score -655094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -655098.625000 Penalty: 2798.412842
	Iteration 28Q: 3 clusters Score -655098.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -655101.250000 Penalty: 2798.412842
	Iteration 29Q: 3 clusters Score -655101.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -655104.687500 Penalty: 2798.412842
	Iteration 30Q: 3 clusters Score -655104.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -655104.625000 Penalty: 2798.412842
	Iteration 31Q: 3 clusters Score -655104.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -655107.875000 Penalty: 2798.412842
	Iteration 32Q: 3 clusters Score -655107.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -655109.375000 Penalty: 2798.412842
	Iteration 33Q: 3 clusters Score -655109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -655110.812500 Penalty: 2798.412842
	Iteration 34Q: 3 clusters Score -655110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -655112.187500 Penalty: 2798.412842
	Iteration 35Q: 3 clusters Score -655112.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -655114.875000 Penalty: 2798.412842
	Iteration 36Q: 3 clusters Score -655114.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -655116.187500 Penalty: 2798.412842
	Iteration 37Q: 3 clusters Score -655116.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -655116.625000 Penalty: 2798.412842
	Iteration 38Q: 3 clusters Score -655116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -655119.312500 Penalty: 2798.412842
	Iteration 39Q: 3 clusters Score -655119.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -655120.375000 Penalty: 2798.412842
	Iteration 40F: 3 clusters Score -655120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -655122.312500 Penalty: 2798.412842
	Iteration 41Q: 3 clusters Score -655122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -655123.562500 Penalty: 2798.412842
	Iteration 42Q: 3 clusters Score -655123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -655124.312500 Penalty: 2798.412842
	Iteration 43Q: 3 clusters Score -655124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -655125.500000 Penalty: 2798.412842
	Iteration 44Q: 3 clusters Score -655125.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -655125.437500 Penalty: 2798.412842
	Iteration 45Q: 3 clusters Score -655125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -655127.812500 Penalty: 2798.412842
	Iteration 46Q: 3 clusters Score -655127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -655128.875000 Penalty: 2798.412842
	Iteration 47Q: 3 clusters Score -655128.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -655130.375000 Penalty: 2798.412842
	Iteration 48Q: 3 clusters Score -655130.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -655132.750000 Penalty: 2798.412842
	Iteration 49Q: 3 clusters Score -655132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -655132.250000 Penalty: 2798.412842
	Iteration 50Q: 3 clusters Score -655132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -655132.875000 Penalty: 2798.412842
	Iteration 51Q: 3 clusters Score -655132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -655133.750000 Penalty: 2798.412842
	Iteration 52Q: 3 clusters Score -655133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -655134.437500 Penalty: 2798.412842
	Iteration 53Q: 3 clusters Score -655134.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -655134.437500 Penalty: 2798.412842
	Iteration 54F: 3 clusters Score -655134.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (73596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Entering Unmasked Estep 
Score: -9266368.000000 Penalty: 1821.031128
	Iteration 0F: 2 clusters Score -9266368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -9219367.000000 Penalty: 3642.062256
	Iteration 0F: 3 clusters Score -9219367 nChanged 35104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -9239316.000000 Penalty: 3642.062256
	Iteration 1F: 3 clusters Score -9239316 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -9239812.000000 Penalty: 3642.062256
	Iteration 2Q: 3 clusters Score -9239812 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -9240461.000000 Penalty: 3642.062256
	Iteration 3Q: 3 clusters Score -9240461 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -9241348.000000 Penalty: 3642.062256
	Iteration 4Q: 3 clusters Score -9241348 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -9242656.000000 Penalty: 3642.062256
	Iteration 5Q: 3 clusters Score -9242656 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -9244573.000000 Penalty: 3642.062256
	Iteration 6Q: 3 clusters Score -9244573 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -9247364.000000 Penalty: 3642.062256
	Iteration 7F: 3 clusters Score -9247364 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -9251142.000000 Penalty: 3642.062256
	Iteration 8F: 3 clusters Score -9251142 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -9254460.000000 Penalty: 3642.062256
	Iteration 9F: 3 clusters Score -9254460 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -9256705.000000 Penalty: 3642.062256
	Iteration 10Q: 3 clusters Score -9256705 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -9258001.000000 Penalty: 3642.062256
	Iteration 11Q: 3 clusters Score -9258001 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -9258681.000000 Penalty: 3642.062256
	Iteration 12Q: 3 clusters Score -9258681 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -9259091.000000 Penalty: 3642.062256
	Iteration 13Q: 3 clusters Score -9259091 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -9259404.000000 Penalty: 3642.062256
	Iteration 14Q: 3 clusters Score -9259404 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -9259713.000000 Penalty: 3642.062256
	Iteration 15Q: 3 clusters Score -9259713 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -9259975.000000 Penalty: 3642.062256
	Iteration 16Q: 3 clusters Score -9259975 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -9260253.000000 Penalty: 3642.062256
	Iteration 17Q: 3 clusters Score -9260253 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -9260447.000000 Penalty: 3642.062256
	Iteration 18Q: 3 clusters Score -9260447 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -9260751.000000 Penalty: 3642.062256
	Iteration 19Q: 3 clusters Score -9260751 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -9261004.000000 Penalty: 3642.062256
	Iteration 20F: 3 clusters Score -9261004 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -9261260.000000 Penalty: 3642.062256
	Iteration 21Q: 3 clusters Score -9261260 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -9261551.000000 Penalty: 3642.062256
	Iteration 22Q: 3 clusters Score -9261551 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -9261828.000000 Penalty: 3642.062256
	Iteration 23Q: 3 clusters Score -9261828 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -9262085.000000 Penalty: 3642.062256
	Iteration 24Q: 3 clusters Score -9262085 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -9262350.000000 Penalty: 3642.062256
	Iteration 25Q: 3 clusters Score -9262350 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -9262580.000000 Penalty: 3642.062256
	Iteration 26Q: 3 clusters Score -9262580 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -9262759.000000 Penalty: 3642.062256
	Iteration 27Q: 3 clusters Score -9262759 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -9263007.000000 Penalty: 3642.062256
	Iteration 28Q: 3 clusters Score -9263007 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -9263176.000000 Penalty: 3642.062256
	Iteration 29Q: 3 clusters Score -9263176 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -9263359.000000 Penalty: 3642.062256
	Iteration 30Q: 3 clusters Score -9263359 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -9263520.000000 Penalty: 3642.062256
	Iteration 31Q: 3 clusters Score -9263520 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9263626.000000 Penalty: 3642.062256
	Iteration 32Q: 3 clusters Score -9263626 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9263750.000000 Penalty: 3642.062256
	Iteration 33Q: 3 clusters Score -9263750 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9263819.000000 Penalty: 3642.062256
	Iteration 34Q: 3 clusters Score -9263819 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72070 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9263915.000000 Penalty: 3642.062256
	Iteration 35Q: 3 clusters Score -9263915 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72204 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9264020.000000 Penalty: 3642.062256
	Iteration 36Q: 3 clusters Score -9264020 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9264102.000000 Penalty: 3642.062256
	Iteration 37Q: 3 clusters Score -9264102 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9264171.000000 Penalty: 3642.062256
	Iteration 38Q: 3 clusters Score -9264171 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9264242.000000 Penalty: 3642.062256
	Iteration 39Q: 3 clusters Score -9264242 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9264334.000000 Penalty: 3642.062256
	Iteration 40F: 3 clusters Score -9264334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9264401.000000 Penalty: 3642.062256
	Iteration 41Q: 3 clusters Score -9264401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9264434.000000 Penalty: 3642.062256
	Iteration 42Q: 3 clusters Score -9264434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9264494.000000 Penalty: 3642.062256
	Iteration 43Q: 3 clusters Score -9264494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9264544.000000 Penalty: 3642.062256
	Iteration 44Q: 3 clusters Score -9264544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9264555.000000 Penalty: 3642.062256
	Iteration 45Q: 3 clusters Score -9264555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9264595.000000 Penalty: 3642.062256
	Iteration 46Q: 3 clusters Score -9264595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9264611.000000 Penalty: 3642.062256
	Iteration 47Q: 3 clusters Score -9264611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9264622.000000 Penalty: 3642.062256
	Iteration 48Q: 3 clusters Score -9264622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9264627.000000 Penalty: 3642.062256
	Iteration 49Q: 3 clusters Score -9264627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9264641.000000 Penalty: 3642.062256
	Iteration 50Q: 3 clusters Score -9264641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9264645.000000 Penalty: 3642.062256
	Iteration 51Q: 3 clusters Score -9264645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9264645.000000 Penalty: 3642.062256
	Iteration 52Q: 3 clusters Score -9264645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9264646.000000 Penalty: 3642.062256
	Iteration 53Q: 3 clusters Score -9264646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9264654.000000 Penalty: 3642.062256
	Iteration 54Q: 3 clusters Score -9264654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9264664.000000 Penalty: 3642.062256
	Iteration 55Q: 3 clusters Score -9264664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9264664.000000 Penalty: 3642.062256
	Iteration 56F: 3 clusters Score -9264664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -146167.234375 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -146167.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -144584.562500 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -144584.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144944.234375 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -144944.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -145058.421875 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -145058.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145160.343750 Penalty: 2325.757324
	Iteration 3F: 3 clusters Score -145160.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145205.468750 Penalty: 2325.757324
	Iteration 4Q: 3 clusters Score -145205.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145232.687500 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -145232.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145249.718750 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -145249.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145260.281250 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -145260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -145266.343750 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -145266.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -145272.015625 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -145272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145276.375000 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -145276.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145277.671875 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -145277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145279.609375 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -145279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -145281.437500 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -145281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -145283.828125 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -145283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145287.531250 Penalty: 2325.757324
	Iteration 15Q: 3 clusters Score -145287.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -145292.875000 Penalty: 2325.757324
	Iteration 16Q: 3 clusters Score -145292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -145298.593750 Penalty: 2325.757324
	Iteration 17Q: 3 clusters Score -145298.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -145302.843750 Penalty: 2325.757324
	Iteration 18Q: 3 clusters Score -145302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145305.453125 Penalty: 2325.757324
	Iteration 19Q: 3 clusters Score -145305.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -145307.265625 Penalty: 2325.757324
	Iteration 20F: 3 clusters Score -145307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145307.468750 Penalty: 2325.757324
	Iteration 21Q: 3 clusters Score -145307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145307.468750 Penalty: 2325.757324
	Iteration 22F: 3 clusters Score -145307.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -24747.648438 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -24747.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23966.687500 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -23966.69 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24233.757812 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -24233.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24300.906250 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -24300.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24330.480469 Penalty: 1849.366821
	Iteration 3Q: 3 clusters Score -24330.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24339.980469 Penalty: 1849.366821
	Iteration 4Q: 3 clusters Score -24339.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24343.062500 Penalty: 1849.366821
	Iteration 5Q: 3 clusters Score -24343.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24358.087891 Penalty: 1849.366821
	Iteration 6Q: 3 clusters Score -24358.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24371.648438 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -24371.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24374.345703 Penalty: 1849.366821
	Iteration 8Q: 3 clusters Score -24374.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24374.345703 Penalty: 1849.366821
	Iteration 9F: 3 clusters Score -24374.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -62461.628906 Penalty: 1043.777588
	Iteration 0F: 2 clusters Score -62461.63 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 305 members 
Entering Unmasked Estep 
Score: -61368.304688 Penalty: 2087.555176
	Iteration 0F: 3 clusters Score -61368.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61677.609375 Penalty: 2087.555176
	Iteration 1F: 3 clusters Score -61677.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61785.679688 Penalty: 2087.555176
	Iteration 2F: 3 clusters Score -61785.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61883.925781 Penalty: 2087.555176
	Iteration 3F: 3 clusters Score -61883.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61975.687500 Penalty: 2087.555176
	Iteration 4F: 3 clusters Score -61975.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62053.253906 Penalty: 2087.555176
	Iteration 5Q: 3 clusters Score -62053.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62105.730469 Penalty: 2087.555176
	Iteration 6Q: 3 clusters Score -62105.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62150.367188 Penalty: 2087.555176
	Iteration 7Q: 3 clusters Score -62150.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62216.300781 Penalty: 2087.555176
	Iteration 8Q: 3 clusters Score -62216.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62262.289062 Penalty: 2087.555176
	Iteration 9Q: 3 clusters Score -62262.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62280.792969 Penalty: 2087.555176
	Iteration 10Q: 3 clusters Score -62280.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62297.878906 Penalty: 2087.555176
	Iteration 11Q: 3 clusters Score -62297.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62305.300781 Penalty: 2087.555176
	Iteration 12Q: 3 clusters Score -62305.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62306.921875 Penalty: 2087.555176
	Iteration 13Q: 3 clusters Score -62306.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62313.667969 Penalty: 2087.555176
	Iteration 14Q: 3 clusters Score -62313.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62315.046875 Penalty: 2087.555176
	Iteration 15Q: 3 clusters Score -62315.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62318.132812 Penalty: 2087.555176
	Iteration 16Q: 3 clusters Score -62318.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62320.914062 Penalty: 2087.555176
	Iteration 17Q: 3 clusters Score -62320.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62322.132812 Penalty: 2087.555176
	Iteration 18Q: 3 clusters Score -62322.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62326.128906 Penalty: 2087.555176
	Iteration 19Q: 3 clusters Score -62326.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62338.113281 Penalty: 2087.555176
	Iteration 20F: 3 clusters Score -62338.11 nChanged 2
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: -62344.539062 Penalty: 2087.555176
	Iteration 21Q: 3 clusters Score -62344.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62357.253906 Penalty: 2087.555176
	Iteration 22Q: 3 clusters Score -62357.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62363.335938 Penalty: 2087.555176
	Iteration 23Q: 3 clusters Score -62363.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62369.277344 Penalty: 2087.555176
	Iteration 24Q: 3 clusters Score -62369.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62369.277344 Penalty: 2087.555176
	Iteration 25F: 3 clusters Score -62369.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15654.929688 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -15654.93 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 120 members 
Entering Unmasked Estep 
Score: -15044.940430 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -15044.94 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15317.876953 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -15317.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15410.225586 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -15410.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15430.440430 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -15430.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15436.779297 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -15436.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15446.235352 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -15446.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15446.235352 Penalty: 1787.908936
	Iteration 6F: 3 clusters Score -15446.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Entering Unmasked Estep 
Score: -1229274.000000 Penalty: 1498.907471
	Iteration 0F: 2 clusters Score -1229274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1222035.750000 Penalty: 2997.814941
	Iteration 0F: 3 clusters Score -1222036 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1224461.875000 Penalty: 2997.814941
	Iteration 1F: 3 clusters Score -1224462 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1224851.500000 Penalty: 2997.814941
	Iteration 2F: 3 clusters Score -1224852 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1225295.125000 Penalty: 2997.814941
	Iteration 3F: 3 clusters Score -1225295 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1225743.875000 Penalty: 2997.814941
	Iteration 4F: 3 clusters Score -1225744 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1226193.500000 Penalty: 2997.814941
	Iteration 5F: 3 clusters Score -1226194 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1226582.500000 Penalty: 2997.814941
	Iteration 6F: 3 clusters Score -1226582 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1226927.250000 Penalty: 2997.814941
	Iteration 7F: 3 clusters Score -1226927 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1227286.375000 Penalty: 2997.814941
	Iteration 8Q: 3 clusters Score -1227286 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1227559.750000 Penalty: 2997.814941
	Iteration 9Q: 3 clusters Score -1227560 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1227722.250000 Penalty: 2997.814941
	Iteration 10Q: 3 clusters Score -1227722 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1227845.750000 Penalty: 2997.814941
	Iteration 11Q: 3 clusters Score -1227846 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1227937.125000 Penalty: 2997.814941
	Iteration 12Q: 3 clusters Score -1227937 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1227999.750000 Penalty: 2997.814941
	Iteration 13Q: 3 clusters Score -1228000 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1228054.000000 Penalty: 2997.814941
	Iteration 14Q: 3 clusters Score -1228054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1228097.875000 Penalty: 2997.814941
	Iteration 15Q: 3 clusters Score -1228098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1228123.500000 Penalty: 2997.814941
	Iteration 16Q: 3 clusters Score -1228124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1228146.875000 Penalty: 2997.814941
	Iteration 17Q: 3 clusters Score -1228147 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1228168.875000 Penalty: 2997.814941
	Iteration 18Q: 3 clusters Score -1228169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1228181.500000 Penalty: 2997.814941
	Iteration 19Q: 3 clusters Score -1228182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1228196.250000 Penalty: 2997.814941
	Iteration 20F: 3 clusters Score -1228196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1228210.250000 Penalty: 2997.814941
	Iteration 21Q: 3 clusters Score -1228210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1228225.750000 Penalty: 2997.814941
	Iteration 22Q: 3 clusters Score -1228226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1228235.000000 Penalty: 2997.814941
	Iteration 23Q: 3 clusters Score -1228235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1228239.125000 Penalty: 2997.814941
	Iteration 24Q: 3 clusters Score -1228239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1228244.375000 Penalty: 2997.814941
	Iteration 25Q: 3 clusters Score -1228244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1228248.500000 Penalty: 2997.814941
	Iteration 26Q: 3 clusters Score -1228248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1228252.375000 Penalty: 2997.814941
	Iteration 27Q: 3 clusters Score -1228252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1228253.625000 Penalty: 2997.814941
	Iteration 28Q: 3 clusters Score -1228254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1228259.000000 Penalty: 2997.814941
	Iteration 29Q: 3 clusters Score -1228259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1228260.375000 Penalty: 2997.814941
	Iteration 30Q: 3 clusters Score -1228260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1228262.250000 Penalty: 2997.814941
	Iteration 31Q: 3 clusters Score -1228262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1228267.125000 Penalty: 2997.814941
	Iteration 32Q: 3 clusters Score -1228267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1228265.625000 Penalty: 2997.814941
	Iteration 33Q: 3 clusters Score -1228266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1228266.250000 Penalty: 2997.814941
	Iteration 34Q: 3 clusters Score -1228266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1228266.625000 Penalty: 2997.814941
	Iteration 35Q: 3 clusters Score -1228267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1228269.125000 Penalty: 2997.814941
	Iteration 36Q: 3 clusters Score -1228269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1228268.250000 Penalty: 2997.814941
	Iteration 37Q: 3 clusters Score -1228268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1228271.375000 Penalty: 2997.814941
	Iteration 38Q: 3 clusters Score -1228271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1228269.875000 Penalty: 2997.814941
	Iteration 39Q: 3 clusters Score -1228270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1228267.750000 Penalty: 2997.814941
	Iteration 40F: 3 clusters Score -1228268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1228269.375000 Penalty: 2997.814941
	Iteration 41Q: 3 clusters Score -1228269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1228271.125000 Penalty: 2997.814941
	Iteration 42Q: 3 clusters Score -1228271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1228272.125000 Penalty: 2997.814941
	Iteration 43Q: 3 clusters Score -1228272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1228276.000000 Penalty: 2997.814941
	Iteration 44Q: 3 clusters Score -1228276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1228275.000000 Penalty: 2997.814941
	Iteration 45Q: 3 clusters Score -1228275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1228276.000000 Penalty: 2997.814941
	Iteration 46Q: 3 clusters Score -1228276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1228276.625000 Penalty: 2997.814941
	Iteration 47Q: 3 clusters Score -1228277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1228279.875000 Penalty: 2997.814941
	Iteration 48Q: 3 clusters Score -1228280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1228281.250000 Penalty: 2997.814941
	Iteration 49Q: 3 clusters Score -1228281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1228286.750000 Penalty: 2997.814941
	Iteration 50Q: 3 clusters Score -1228287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1228287.875000 Penalty: 2997.814941
	Iteration 51Q: 3 clusters Score -1228288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1228292.875000 Penalty: 2997.814941
	Iteration 52Q: 3 clusters Score -1228293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1228296.375000 Penalty: 2997.814941
	Iteration 53Q: 3 clusters Score -1228296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1228299.250000 Penalty: 2997.814941
	Iteration 54Q: 3 clusters Score -1228299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1228301.250000 Penalty: 2997.814941
	Iteration 55Q: 3 clusters Score -1228301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1228299.750000 Penalty: 2997.814941
	Iteration 56Q: 3 clusters Score -1228300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1228302.875000 Penalty: 2997.814941
	Iteration 57Q: 3 clusters Score -1228303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1228302.250000 Penalty: 2997.814941
	Iteration 58Q: 3 clusters Score -1228302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1228303.625000 Penalty: 2997.814941
	Iteration 59Q: 3 clusters Score -1228304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1228308.125000 Penalty: 2997.814941
	Iteration 60F: 3 clusters Score -1228308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1228307.000000 Penalty: 2997.814941
	Iteration 61Q: 3 clusters Score -1228307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1228306.875000 Penalty: 2997.814941
	Iteration 62Q: 3 clusters Score -1228307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1228310.375000 Penalty: 2997.814941
	Iteration 63Q: 3 clusters Score -1228310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1228310.250000 Penalty: 2997.814941
	Iteration 64Q: 3 clusters Score -1228310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1228314.000000 Penalty: 2997.814941
	Iteration 65Q: 3 clusters Score -1228314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1228315.750000 Penalty: 2997.814941
	Iteration 66Q: 3 clusters Score -1228316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1228317.500000 Penalty: 2997.814941
	Iteration 67Q: 3 clusters Score -1228318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1228318.250000 Penalty: 2997.814941
	Iteration 68Q: 3 clusters Score -1228318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1228320.625000 Penalty: 2997.814941
	Iteration 69Q: 3 clusters Score -1228321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1228321.375000 Penalty: 2997.814941
	Iteration 70Q: 3 clusters Score -1228321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1228321.000000 Penalty: 2997.814941
	Iteration 71Q: 3 clusters Score -1228321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1228321.125000 Penalty: 2997.814941
	Iteration 72Q: 3 clusters Score -1228321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1228321.125000 Penalty: 2997.814941
	Iteration 73F: 3 clusters Score -1228321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (51694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Entering Unmasked Estep 
Score: -6552354.500000 Penalty: 1763.628296
	Iteration 0F: 2 clusters Score -6552354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -6518175.500000 Penalty: 3527.256592
	Iteration 0F: 3 clusters Score -6518176 nChanged 24337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -6532024.000000 Penalty: 3527.256592
	Iteration 1F: 3 clusters Score -6532024 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -6532655.500000 Penalty: 3527.256592
	Iteration 2Q: 3 clusters Score -6532656 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -6533382.500000 Penalty: 3527.256592
	Iteration 3Q: 3 clusters Score -6533382 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -6534475.000000 Penalty: 3527.256592
	Iteration 4Q: 3 clusters Score -6534475 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -6536080.000000 Penalty: 3527.256592
	Iteration 5F: 3 clusters Score -6536080 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -6538545.500000 Penalty: 3527.256592
	Iteration 6F: 3 clusters Score -6538546 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -6541867.000000 Penalty: 3527.256592
	Iteration 7F: 3 clusters Score -6541867 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6544839 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -6546409.000000 Penalty: 3527.256592
	Iteration 9F: 3 clusters Score -6546409 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -6547202.000000 Penalty: 3527.256592
	Iteration 10Q: 3 clusters Score -6547202 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -6547707.500000 Penalty: 3527.256592
	Iteration 11Q: 3 clusters Score -6547708 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -6548213.000000 Penalty: 3527.256592
	Iteration 12Q: 3 clusters Score -6548213 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -6548629.000000 Penalty: 3527.256592
	Iteration 13Q: 3 clusters Score -6548629 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -6548903.000000 Penalty: 3527.256592
	Iteration 14Q: 3 clusters Score -6548903 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -6549168.500000 Penalty: 3527.256592
	Iteration 15Q: 3 clusters Score -6549168 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -6549382.500000 Penalty: 3527.256592
	Iteration 16Q: 3 clusters Score -6549382 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -6549508.000000 Penalty: 3527.256592
	Iteration 17Q: 3 clusters Score -6549508 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -6549648.000000 Penalty: 3527.256592
	Iteration 18Q: 3 clusters Score -6549648 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -6549764.000000 Penalty: 3527.256592
	Iteration 19Q: 3 clusters Score -6549764 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -6549884.000000 Penalty: 3527.256592
	Iteration 20F: 3 clusters Score -6549884 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -6549939.000000 Penalty: 3527.256592
	Iteration 21Q: 3 clusters Score -6549939 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -6550035.500000 Penalty: 3527.256592
	Iteration 22Q: 3 clusters Score -6550036 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -6550081.500000 Penalty: 3527.256592
	Iteration 23Q: 3 clusters Score -6550082 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -6550120.000000 Penalty: 3527.256592
	Iteration 24Q: 3 clusters Score -6550120 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -6550191.500000 Penalty: 3527.256592
	Iteration 25Q: 3 clusters Score -6550192 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -6550254.000000 Penalty: 3527.256592
	Iteration 26Q: 3 clusters Score -6550254 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -6550285.500000 Penalty: 3527.256592
	Iteration 27Q: 3 clusters Score -6550286 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -6550315.500000 Penalty: 3527.256592
	Iteration 28Q: 3 clusters Score -6550316 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -6550384.000000 Penalty: 3527.256592
	Iteration 29Q: 3 clusters Score -6550384 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -6550409.000000 Penalty: 3527.256592
	Iteration 30Q: 3 clusters Score -6550409 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -6550440.500000 Penalty: 3527.256592
	Iteration 31Q: 3 clusters Score -6550440 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -6550449.500000 Penalty: 3527.256592
	Iteration 32Q: 3 clusters Score -6550450 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -6550458.000000 Penalty: 3527.256592
	Iteration 33Q: 3 clusters Score -6550458 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -6550490.000000 Penalty: 3527.256592
	Iteration 34Q: 3 clusters Score -6550490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -6550501.500000 Penalty: 3527.256592
	Iteration 35Q: 3 clusters Score -6550502 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -6550522.500000 Penalty: 3527.256592
	Iteration 36Q: 3 clusters Score -6550522 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -6550552.000000 Penalty: 3527.256592
	Iteration 37Q: 3 clusters Score -6550552 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -6550568.000000 Penalty: 3527.256592
	Iteration 38Q: 3 clusters Score -6550568 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -6550584.000000 Penalty: 3527.256592
	Iteration 39Q: 3 clusters Score -6550584 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -6550608.500000 Penalty: 3527.256592
	Iteration 40F: 3 clusters Score -6550608 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -6550636.500000 Penalty: 3527.256592
	Iteration 41Q: 3 clusters Score -6550636 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -6550639.500000 Penalty: 3527.256592
	Iteration 42Q: 3 clusters Score -6550640 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -6550679.500000 Penalty: 3527.256592
	Iteration 43Q: 3 clusters Score -6550680 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -6550707.000000 Penalty: 3527.256592
	Iteration 44Q: 3 clusters Score -6550707 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -6550732.000000 Penalty: 3527.256592
	Iteration 45Q: 3 clusters Score -6550732 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -6550735.500000 Penalty: 3527.256592
	Iteration 46Q: 3 clusters Score -6550736 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -6550757.500000 Penalty: 3527.256592
	Iteration 47Q: 3 clusters Score -6550758 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -6550763.000000 Penalty: 3527.256592
	Iteration 48Q: 3 clusters Score -6550763 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -6550779.000000 Penalty: 3527.256592
	Iteration 49Q: 3 clusters Score -6550779 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6550783.000000 Penalty: 3527.256592
	Iteration 50Q: 3 clusters Score -6550783 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -6550788.000000 Penalty: 3527.256592
	Iteration 51Q: 3 clusters Score -6550788 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -6550802.500000 Penalty: 3527.256592
	Iteration 52Q: 3 clusters Score -6550802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -6550817.500000 Penalty: 3527.256592
	Iteration 53Q: 3 clusters Score -6550818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -6550828.500000 Penalty: 3527.256592
	Iteration 54Q: 3 clusters Score -6550828 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -6550861.500000 Penalty: 3527.256592
	Iteration 55Q: 3 clusters Score -6550862 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -6550874.000000 Penalty: 3527.256592
	Iteration 56Q: 3 clusters Score -6550874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6550885.000000 Penalty: 3527.256592
	Iteration 57Q: 3 clusters Score -6550885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6550870.000000 Penalty: 3527.256592
	Iteration 58Q: 3 clusters Score -6550870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6550868.500000 Penalty: 3527.256592
	Iteration 59Q: 3 clusters Score -6550868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6550876.500000 Penalty: 3527.256592
	Iteration 60F: 3 clusters Score -6550876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6550883.500000 Penalty: 3527.256592
	Iteration 61Q: 3 clusters Score -6550884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6550882.000000 Penalty: 3527.256592
	Iteration 62Q: 3 clusters Score -6550882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6550891.500000 Penalty: 3527.256592
	Iteration 63Q: 3 clusters Score -6550892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6550897.000000 Penalty: 3527.256592
	Iteration 64Q: 3 clusters Score -6550897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6550904.000000 Penalty: 3527.256592
	Iteration 65Q: 3 clusters Score -6550904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6550921.500000 Penalty: 3527.256592
	Iteration 66Q: 3 clusters Score -6550922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -6550907.000000 Penalty: 3527.256592
	Iteration 67Q: 3 clusters Score -6550907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6550911.000000 Penalty: 3527.256592
	Iteration 68Q: 3 clusters Score -6550911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6550912.000000 Penalty: 3527.256592
	Iteration 69Q: 3 clusters Score -6550912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6550920.000000 Penalty: 3527.256592
	Iteration 70Q: 3 clusters Score -6550920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -6550916.500000 Penalty: 3527.256592
	Iteration 71Q: 3 clusters Score -6550916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6550914.000000 Penalty: 3527.256592
	Iteration 72Q: 3 clusters Score -6550914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6550922.500000 Penalty: 3527.256592
	Iteration 73Q: 3 clusters Score -6550922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -6550934.500000 Penalty: 3527.256592
	Iteration 74Q: 3 clusters Score -6550934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6550941.500000 Penalty: 3527.256592
	Iteration 75Q: 3 clusters Score -6550942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6550945.000000 Penalty: 3527.256592
	Iteration 76Q: 3 clusters Score -6550945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -6550947.500000 Penalty: 3527.256592
	Iteration 77Q: 3 clusters Score -6550948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6550950.500000 Penalty: 3527.256592
	Iteration 78Q: 3 clusters Score -6550950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6550952.000000 Penalty: 3527.256592
	Iteration 79Q: 3 clusters Score -6550952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6550958.000000 Penalty: 3527.256592
	Iteration 80F: 3 clusters Score -6550958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6550957.000000 Penalty: 3527.256592
	Iteration 81Q: 3 clusters Score -6550957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6550968.500000 Penalty: 3527.256592
	Iteration 82Q: 3 clusters Score -6550968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6550965.500000 Penalty: 3527.256592
	Iteration 83Q: 3 clusters Score -6550966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6550964.000000 Penalty: 3527.256592
	Iteration 84Q: 3 clusters Score -6550964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6550967.500000 Penalty: 3527.256592
	Iteration 85Q: 3 clusters Score -6550968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6550968.500000 Penalty: 3527.256592
	Iteration 86Q: 3 clusters Score -6550968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6550968.500000 Penalty: 3527.256592
	Iteration 87F: 3 clusters Score -6550968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -174252.421875 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -174252.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -172467.875000 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -172467.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -172829.906250 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -172829.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -172962.921875 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -172962.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -173070.421875 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -173070.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -173200.281250 Penalty: 2388.081787
	Iteration 4F: 3 clusters Score -173200.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -173351.765625 Penalty: 2388.081787
	Iteration 5F: 3 clusters Score -173351.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -173519.109375 Penalty: 2388.081787
	Iteration 6F: 3 clusters Score -173519.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -173734.687500 Penalty: 2388.081787
	Iteration 7F: 3 clusters Score -173734.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -173914.296875 Penalty: 2388.081787
	Iteration 8F: 3 clusters Score -173914.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -174007.000000 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -174007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -174047.359375 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -174047.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -174066.937500 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -174066.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -174080.937500 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -174080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -174092.796875 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -174092.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -174098.625000 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -174098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -174103.265625 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -174103.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -174107.609375 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -174107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -174109.562500 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -174109.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -174112.328125 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -174112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -174112.328125 Penalty: 2388.081787
	Iteration 19F: 3 clusters Score -174112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13645 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 52997 members 
Mstep: Class 5 contains 19797 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 88513 members 
Mstep: Class 9 contains 93499 members 
Mstep: Class 10 contains 9410 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9330 members 
Mstep: Class 13 contains 31206 members 
Mstep: Class 14 contains 15486 members 
Mstep: Class 15 contains 95111 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12548 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 3418 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 90027 members 
Mstep: Class 23 contains 84019 members 
Mstep: Class 24 contains 2081 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 73596 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10138 members 
Mstep: Class 34 contains 51694 members 
Mstep: Class 35 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240696.000000 Penalty: 75375.343750
Iteration 479Q: 35 clusters Score -1.022407e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13630 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 52516 members 
Mstep: Class 5 contains 19852 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 88708 members 
Mstep: Class 9 contains 93509 members 
Mstep: Class 10 contains 9409 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 31189 members 
Mstep: Class 14 contains 15447 members 
Mstep: Class 15 contains 95177 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12547 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54719 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 90056 members 
Mstep: Class 23 contains 84111 members 
Mstep: Class 24 contains 2081 members 
Mstep: Class 25 contains 3239 members 
Mstep: Class 26 contains 5494 members 
Mstep: Class 27 contains 73684 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10141 members 
Mstep: Class 34 contains 51677 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240408.000000 Penalty: 75375.343750
Iteration 480F: 35 clusters Score -1.022404e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13614 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 52035 members 
Mstep: Class 5 contains 19897 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 88885 members 
Mstep: Class 9 contains 93536 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9345 members 
Mstep: Class 13 contains 31169 members 
Mstep: Class 14 contains 15414 members 
Mstep: Class 15 contains 95234 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12546 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54725 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 90090 members 
Mstep: Class 23 contains 84207 members 
Mstep: Class 24 contains 2081 members 
Mstep: Class 25 contains 3239 members 
Mstep: Class 26 contains 5501 members 
Mstep: Class 27 contains 73792 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10137 members 
Mstep: Class 34 contains 51658 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240376.000000 Penalty: 75375.343750
Iteration 481Q: 35 clusters Score -1.022404e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13595 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 51563 members 
Mstep: Class 5 contains 19946 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 89048 members 
Mstep: Class 9 contains 93557 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9342 members 
Mstep: Class 13 contains 31151 members 
Mstep: Class 14 contains 15394 members 
Mstep: Class 15 contains 95291 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12552 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54723 members 
Mstep: Class 20 contains 3423 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 90109 members 
Mstep: Class 23 contains 84308 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3240 members 
Mstep: Class 26 contains 5504 members 
Mstep: Class 27 contains 73915 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10142 members 
Mstep: Class 34 contains 51643 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240224.000000 Penalty: 75375.343750
Iteration 482Q: 35 clusters Score -1.022402e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13581 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 51096 members 
Mstep: Class 5 contains 19985 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 89222 members 
Mstep: Class 9 contains 93559 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9343 members 
Mstep: Class 13 contains 31127 members 
Mstep: Class 14 contains 15377 members 
Mstep: Class 15 contains 95350 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12557 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54712 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 90147 members 
Mstep: Class 23 contains 84413 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 5506 members 
Mstep: Class 27 contains 74026 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10142 members 
Mstep: Class 34 contains 51639 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240168.000000 Penalty: 75375.343750
Iteration 483Q: 35 clusters Score -1.022402e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13571 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 50659 members 
Mstep: Class 5 contains 20020 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 89396 members 
Mstep: Class 9 contains 93538 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9343 members 
Mstep: Class 13 contains 31100 members 
Mstep: Class 14 contains 15359 members 
Mstep: Class 15 contains 95416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12560 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54704 members 
Mstep: Class 20 contains 3425 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 90181 members 
Mstep: Class 23 contains 84534 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 5508 members 
Mstep: Class 27 contains 74107 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10145 members 
Mstep: Class 34 contains 51641 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240200.000000 Penalty: 75375.343750
Iteration 484Q: 35 clusters Score -1.022402e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13560 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 50269 members 
Mstep: Class 5 contains 20039 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 89523 members 
Mstep: Class 9 contains 93501 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9340 members 
Mstep: Class 13 contains 31071 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 95513 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12563 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54689 members 
Mstep: Class 20 contains 3425 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 90247 members 
Mstep: Class 23 contains 84646 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 5507 members 
Mstep: Class 27 contains 74174 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10143 members 
Mstep: Class 34 contains 51651 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239808.000000 Penalty: 75375.343750
Iteration 485Q: 35 clusters Score -1.022398e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13548 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 49898 members 
Mstep: Class 5 contains 20050 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 89652 members 
Mstep: Class 9 contains 93482 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9341 members 
Mstep: Class 13 contains 31040 members 
Mstep: Class 14 contains 15313 members 
Mstep: Class 15 contains 95596 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 12567 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54679 members 
Mstep: Class 20 contains 3425 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 90298 members 
Mstep: Class 23 contains 84746 members 
Mstep: Class 24 contains 2081 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 5504 members 
Mstep: Class 27 contains 74251 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10145 members 
Mstep: Class 34 contains 51660 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239832.000000 Penalty: 75375.343750
Iteration 486Q: 35 clusters Score -1.022398e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13536 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 49541 members 
Mstep: Class 5 contains 20059 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 89780 members 
Mstep: Class 9 contains 93480 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9341 members 
Mstep: Class 13 contains 31004 members 
Mstep: Class 14 contains 15294 members 
Mstep: Class 15 contains 95640 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12573 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54682 members 
Mstep: Class 20 contains 3427 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 90341 members 
Mstep: Class 23 contains 84863 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 5504 members 
Mstep: Class 27 contains 74313 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10144 members 
Mstep: Class 34 contains 51670 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239664.000000 Penalty: 75375.343750
Iteration 487Q: 35 clusters Score -1.022397e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13517 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 49227 members 
Mstep: Class 5 contains 20054 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 89879 members 
Mstep: Class 9 contains 93507 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9347 members 
Mstep: Class 13 contains 30974 members 
Mstep: Class 14 contains 15268 members 
Mstep: Class 15 contains 95648 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12579 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54700 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 90370 members 
Mstep: Class 23 contains 84990 members 
Mstep: Class 24 contains 2080 members 
Mstep: Class 25 contains 3244 members 
Mstep: Class 26 contains 5504 members 
Mstep: Class 27 contains 74380 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10144 members 
Mstep: Class 34 contains 51670 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239208.000000 Penalty: 75375.343750
Iteration 488Q: 35 clusters Score -1.022392e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13500 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 48956 members 
Mstep: Class 5 contains 20063 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 89974 members 
Mstep: Class 9 contains 93503 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9354 members 
Mstep: Class 13 contains 30962 members 
Mstep: Class 14 contains 15224 members 
Mstep: Class 15 contains 95670 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 12577 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54724 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 90400 members 
Mstep: Class 23 contains 85105 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 3244 members 
Mstep: Class 26 contains 5510 members 
Mstep: Class 27 contains 74429 members 
Mstep: Class 28 contains 1282 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10144 members 
Mstep: Class 34 contains 51662 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239096.000000 Penalty: 75375.343750
Iteration 489Q: 35 clusters Score -1.022391e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13485 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 48670 members 
Mstep: Class 5 contains 20072 members 
Mstep: Class 6 contains 3486 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 90095 members 
Mstep: Class 9 contains 93489 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 30933 members 
Mstep: Class 14 contains 15188 members 
Mstep: Class 15 contains 95715 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 12583 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 54740 members 
Mstep: Class 20 contains 3433 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 90439 members 
Mstep: Class 23 contains 85194 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3246 members 
Mstep: Class 26 contains 5511 members 
Mstep: Class 27 contains 74482 members 
Mstep: Class 28 contains 1284 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10149 members 
Mstep: Class 34 contains 51656 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238896.000000 Penalty: 75375.343750
Iteration 490Q: 35 clusters Score -1.022389e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13468 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 48373 members 
Mstep: Class 5 contains 20080 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 90208 members 
Mstep: Class 9 contains 93490 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 30907 members 
Mstep: Class 14 contains 15156 members 
Mstep: Class 15 contains 95793 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12586 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 54755 members 
Mstep: Class 20 contains 3435 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 90484 members 
Mstep: Class 23 contains 85258 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3246 members 
Mstep: Class 26 contains 5510 members 
Mstep: Class 27 contains 74523 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10151 members 
Mstep: Class 34 contains 51661 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238768.000000 Penalty: 75375.343750
Iteration 491Q: 35 clusters Score -1.022388e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13455 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 48093 members 
Mstep: Class 5 contains 20103 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 90326 members 
Mstep: Class 9 contains 93477 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 30886 members 
Mstep: Class 14 contains 15110 members 
Mstep: Class 15 contains 95880 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12585 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 54756 members 
Mstep: Class 20 contains 3438 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 90501 members 
Mstep: Class 23 contains 85332 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3246 members 
Mstep: Class 26 contains 5510 members 
Mstep: Class 27 contains 74581 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 616 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10150 members 
Mstep: Class 34 contains 51661 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238712.000000 Penalty: 75375.343750
Iteration 492Q: 35 clusters Score -1.022387e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13445 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 47814 members 
Mstep: Class 5 contains 20114 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 90439 members 
Mstep: Class 9 contains 93485 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 30866 members 
Mstep: Class 14 contains 15059 members 
Mstep: Class 15 contains 95939 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12583 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 54767 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 90543 members 
Mstep: Class 23 contains 85401 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3246 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 74620 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10150 members 
Mstep: Class 34 contains 51669 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238584.000000 Penalty: 75375.343750
Iteration 493Q: 35 clusters Score -1.022386e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 47561 members 
Mstep: Class 5 contains 20120 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 90538 members 
Mstep: Class 9 contains 93516 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9352 members 
Mstep: Class 13 contains 30842 members 
Mstep: Class 14 contains 15012 members 
Mstep: Class 15 contains 95947 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 12576 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 54781 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 90590 members 
Mstep: Class 23 contains 85490 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3247 members 
Mstep: Class 26 contains 5517 members 
Mstep: Class 27 contains 74650 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10153 members 
Mstep: Class 34 contains 51675 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238408.000000 Penalty: 75375.343750
Iteration 494Q: 35 clusters Score -1.022384e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13417 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 47267 members 
Mstep: Class 5 contains 20134 members 
Mstep: Class 6 contains 3481 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 90626 members 
Mstep: Class 9 contains 93555 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 30823 members 
Mstep: Class 14 contains 14979 members 
Mstep: Class 15 contains 95956 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 54787 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 90640 members 
Mstep: Class 23 contains 85581 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3247 members 
Mstep: Class 26 contains 5518 members 
Mstep: Class 27 contains 74687 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10155 members 
Mstep: Class 34 contains 51685 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238592.000000 Penalty: 75375.343750
Iteration 495Q: 35 clusters Score -1.022386e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13411 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 46969 members 
Mstep: Class 5 contains 20149 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 90714 members 
Mstep: Class 9 contains 93587 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 30807 members 
Mstep: Class 14 contains 14940 members 
Mstep: Class 15 contains 95975 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 54797 members 
Mstep: Class 20 contains 3452 members 
Mstep: Class 21 contains 5435 members 
Mstep: Class 22 contains 90697 members 
Mstep: Class 23 contains 85671 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3248 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 74725 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10162 members 
Mstep: Class 34 contains 51684 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238528.000000 Penalty: 75375.343750
Iteration 496Q: 35 clusters Score -1.022385e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13401 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 46636 members 
Mstep: Class 5 contains 20162 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 90813 members 
Mstep: Class 9 contains 93638 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 30796 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 95981 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 54817 members 
Mstep: Class 20 contains 3453 members 
Mstep: Class 21 contains 5439 members 
Mstep: Class 22 contains 90737 members 
Mstep: Class 23 contains 85774 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3248 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 74770 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 34 contains 51682 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238280.000000 Penalty: 75375.343750
Iteration 497Q: 35 clusters Score -1.022383e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13386 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 46293 members 
Mstep: Class 5 contains 20166 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 90918 members 
Mstep: Class 9 contains 93693 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9354 members 
Mstep: Class 13 contains 30782 members 
Mstep: Class 14 contains 14867 members 
Mstep: Class 15 contains 95989 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12582 members 
Mstep: Class 18 contains 1825 members 
Mstep: Class 19 contains 54835 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 5442 members 
Mstep: Class 22 contains 90766 members 
Mstep: Class 23 contains 85874 members 
Mstep: Class 24 contains 2077 members 
Mstep: Class 25 contains 3247 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 74848 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 34 contains 51685 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238456.000000 Penalty: 75375.343750
Iteration 498Q: 35 clusters Score -1.022385e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13363 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 45945 members 
Mstep: Class 5 contains 20171 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 91034 members 
Mstep: Class 9 contains 93761 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9354 members 
Mstep: Class 13 contains 30779 members 
Mstep: Class 14 contains 14822 members 
Mstep: Class 15 contains 95996 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 12582 members 
Mstep: Class 18 contains 1826 members 
Mstep: Class 19 contains 54854 members 
Mstep: Class 20 contains 3458 members 
Mstep: Class 21 contains 5436 members 
Mstep: Class 22 contains 90792 members 
Mstep: Class 23 contains 85978 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3248 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 74918 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 34 contains 51692 members 
Mstep: Class 35 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238232.000000 Penalty: 75375.343750
Iteration 499Q: 35 clusters Score -1.022382e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13345 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 45635 members 
Mstep: Class 5 contains 20188 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 91128 members 
Mstep: Class 9 contains 93806 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 9352 members 
Mstep: Class 13 contains 30777 members 
Mstep: Class 14 contains 14774 members 
Mstep: Class 15 contains 96015 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 1826 members 
Mstep: Class 19 contains 54860 members 
Mstep: Class 20 contains 3458 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 90828 members 
Mstep: Class 23 contains 86059 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 3249 members 
Mstep: Class 26 contains 5517 members 
Mstep: Class 27 contains 74990 members 
Mstep: Class 28 contains 1285 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 617 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 10172 members 
Mstep: Class 34 contains 51700 members 
Mstep: Class 35 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237888.000000 Penalty: 75375.343750
Iteration 500F: 35 clusters Score -1.022379e+08 nChanged 1118
Maximum iterations exceeded
--- Evaluating fit on full set of 2523630 points ---
Entering Unmasked Estep 
Score: -310325568.000000 Penalty: 81445.179688
22->35 Clusters: Score -310325568.000000, best is -310352832.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 841210 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 38182 members 
Mstep: Class 3 contains 37952 members 
Mstep: Class 4 contains 38613 members 
Mstep: Class 5 contains 37936 members 
Mstep: Class 6 contains 38353 members 
Mstep: Class 7 contains 38380 members 
Mstep: Class 8 contains 38497 members 
Mstep: Class 9 contains 38118 members 
Mstep: Class 10 contains 37866 members 
Mstep: Class 11 contains 38640 members 
Mstep: Class 12 contains 38041 members 
Mstep: Class 13 contains 38119 members 
Mstep: Class 14 contains 38365 members 
Mstep: Class 15 contains 38358 members 
Mstep: Class 16 contains 38256 members 
Mstep: Class 17 contains 38106 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 38482 members 
Mstep: Class 20 contains 38251 members 
Mstep: Class 21 contains 38000 members 
Mstep: Class 22 contains 38002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1244.494629 but Gain 2216.921875
Score: -98036168.000000 Penalty: 46555.359375
Iteration 0F: 22 clusters Score -9.803617e+07 nChanged 802845
Entering Unmasked Mstep 
Mstep: Class 0 contains 1434 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 20275 members 
Mstep: Class 3 contains 13900 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 17082 members 
Mstep: Class 6 contains 12436 members 
Mstep: Class 7 contains 9737 members 
Mstep: Class 8 contains 14345 members 
Mstep: Class 9 contains 32001 members 
Mstep: Class 10 contains 15226 members 
Mstep: Class 11 contains 8275 members 
Mstep: Class 12 contains 8703 members 
Mstep: Class 13 contains 110446 members 
Mstep: Class 14 contains 72713 members 
Mstep: Class 15 contains 6884 members 
Mstep: Class 16 contains 5920 members 
Mstep: Class 18 contains 384677 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 8342 members 
Mstep: Class 21 contains 43585 members 
Mstep: Class 22 contains 37561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100203512.000000 Penalty: 46555.359375
Iteration 1F: 22 clusters Score -1.002035e+08 nChanged 289026
Entering Unmasked Mstep 
Mstep: Class 0 contains 1168 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11818 members 
Mstep: Class 3 contains 9167 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 5498 members 
Mstep: Class 8 contains 8330 members 
Mstep: Class 9 contains 38317 members 
Mstep: Class 10 contains 18715 members 
Mstep: Class 11 contains 7341 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 180756 members 
Mstep: Class 14 contains 107280 members 
Mstep: Class 15 contains 2483 members 
Mstep: Class 16 contains 8133 members 
Mstep: Class 18 contains 312265 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 4738 members 
Mstep: Class 21 contains 60783 members 
Mstep: Class 22 contains 30902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1902.089844 but Gain 2216.921875
Score: -100816464.000000 Penalty: 44338.437500
Iteration 2F: 21 clusters Score -1.008165e+08 nChanged 238047
Entering Unmasked Mstep 
Mstep: Class 0 contains 944 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10140 members 
Mstep: Class 3 contains 5477 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 3475 members 
Mstep: Class 8 contains 4823 members 
Mstep: Class 9 contains 35791 members 
Mstep: Class 10 contains 27849 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 260753 members 
Mstep: Class 14 contains 125168 members 
Mstep: Class 16 contains 14495 members 
Mstep: Class 18 contains 228509 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 20 contains 2891 members 
Mstep: Class 21 contains 67667 members 
Mstep: Class 22 contains 23833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2101.538330 but Gain 2216.921875
Score: -100933752.000000 Penalty: 42121.515625
Iteration 3F: 20 clusters Score -1.009338e+08 nChanged 201129
Entering Unmasked Mstep 
Mstep: Class 0 contains 731 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11624 members 
Mstep: Class 3 contains 3673 members 
Mstep: Class 4 contains 1905 members 
Mstep: Class 5 contains 6332 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 36894 members 
Mstep: Class 10 contains 35075 members 
Mstep: Class 11 contains 6758 members 
Mstep: Class 13 contains 208014 members 
Mstep: Class 14 contains 163442 members 
Mstep: Class 16 contains 19421 members 
Mstep: Class 18 contains 227349 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 1940 members 
Mstep: Class 21 contains 83337 members 
Mstep: Class 22 contains 20491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1945.357178 but Gain 2216.921875
Score: -101103672.000000 Penalty: 39904.593750
Iteration 4F: 19 clusters Score -1.011037e+08 nChanged 138671
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 2917 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 5 contains 6524 members 
Mstep: Class 6 contains 3906 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 3541 members 
Mstep: Class 9 contains 41514 members 
Mstep: Class 10 contains 41333 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 13 contains 196007 members 
Mstep: Class 14 contains 176023 members 
Mstep: Class 16 contains 21426 members 
Mstep: Class 18 contains 196969 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 21 contains 105773 members 
Mstep: Class 22 contains 17374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101305592.000000 Penalty: 39904.593750
Iteration 5F: 19 clusters Score -1.013056e+08 nChanged 121924
Entering Unmasked Mstep 
Mstep: Class 0 contains 442 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15504 members 
Mstep: Class 3 contains 2519 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 3403 members 
Mstep: Class 9 contains 49565 members 
Mstep: Class 10 contains 43707 members 
Mstep: Class 11 contains 6213 members 
Mstep: Class 13 contains 169510 members 
Mstep: Class 14 contains 185362 members 
Mstep: Class 16 contains 22065 members 
Mstep: Class 18 contains 188177 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 21 contains 123431 members 
Mstep: Class 22 contains 13003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101496864.000000 Penalty: 39904.593750
Iteration 6F: 19 clusters Score -1.014969e+08 nChanged 128182
Entering Unmasked Mstep 
Mstep: Class 0 contains 330 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16041 members 
Mstep: Class 3 contains 2500 members 
Mstep: Class 4 contains 2617 members 
Mstep: Class 5 contains 9416 members 
Mstep: Class 6 contains 3785 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 3176 members 
Mstep: Class 9 contains 68578 members 
Mstep: Class 10 contains 43976 members 
Mstep: Class 11 contains 5576 members 
Mstep: Class 13 contains 160761 members 
Mstep: Class 14 contains 181885 members 
Mstep: Class 16 contains 21873 members 
Mstep: Class 18 contains 174486 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 21 contains 133069 members 
Mstep: Class 22 contains 8536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101666336.000000 Penalty: 39904.593750
Iteration 7F: 19 clusters Score -1.016663e+08 nChanged 126432
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16325 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 11535 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 101549 members 
Mstep: Class 10 contains 43664 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 13 contains 141475 members 
Mstep: Class 14 contains 156912 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 18 contains 177785 members 
Mstep: Class 19 contains 1143 members 
Mstep: Class 21 contains 143297 members 
Mstep: Class 22 contains 5075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101825648.000000 Penalty: 39904.593750
Iteration 8F: 19 clusters Score -1.018256e+08 nChanged 127329
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16457 members 
Mstep: Class 3 contains 2868 members 
Mstep: Class 4 contains 2949 members 
Mstep: Class 5 contains 13368 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 141137 members 
Mstep: Class 10 contains 43217 members 
Mstep: Class 11 contains 4541 members 
Mstep: Class 13 contains 134885 members 
Mstep: Class 14 contains 109601 members 
Mstep: Class 16 contains 20697 members 
Mstep: Class 18 contains 174922 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 21 contains 161791 members 
Mstep: Class 22 contains 2874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1799.019409 but Gain 2216.921875
Score: -101892560.000000 Penalty: 37687.671875
Iteration 9F: 18 clusters Score -1.018926e+08 nChanged 85202
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16762 members 
Mstep: Class 3 contains 3288 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 14915 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 3203 members 
Mstep: Class 9 contains 153938 members 
Mstep: Class 10 contains 41501 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 13 contains 126438 members 
Mstep: Class 14 contains 90631 members 
Mstep: Class 16 contains 20620 members 
Mstep: Class 18 contains 173522 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 21 contains 179954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101934760.000000 Penalty: 37687.671875
Iteration 10F: 18 clusters Score -1.019348e+08 nChanged 60805
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17321 members 
Mstep: Class 3 contains 3735 members 
Mstep: Class 4 contains 3171 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 3120 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 158107 members 
Mstep: Class 10 contains 38899 members 
Mstep: Class 11 contains 3893 members 
Mstep: Class 13 contains 121331 members 
Mstep: Class 14 contains 86889 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 18 contains 166196 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 21 contains 192565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101944104.000000 Penalty: 37687.671875
Iteration 11F: 18 clusters Score -1.019441e+08 nChanged 48743
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18376 members 
Mstep: Class 3 contains 4201 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 18154 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3211 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 160019 members 
Mstep: Class 10 contains 36633 members 
Mstep: Class 11 contains 3752 members 
Mstep: Class 13 contains 112377 members 
Mstep: Class 14 contains 87893 members 
Mstep: Class 16 contains 19455 members 
Mstep: Class 18 contains 169659 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 21 contains 194059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101956152.000000 Penalty: 37687.671875
Iteration 12F: 18 clusters Score -1.019562e+08 nChanged 32787
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19373 members 
Mstep: Class 3 contains 4657 members 
Mstep: Class 4 contains 3367 members 
Mstep: Class 5 contains 20127 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 160914 members 
Mstep: Class 10 contains 34560 members 
Mstep: Class 11 contains 3632 members 
Mstep: Class 13 contains 109811 members 
Mstep: Class 14 contains 91391 members 
Mstep: Class 16 contains 18717 members 
Mstep: Class 18 contains 168149 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 21 contains 192716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101967304.000000 Penalty: 37687.671875
Iteration 13Q: 18 clusters Score -1.019673e+08 nChanged 24955
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20321 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 3496 members 
Mstep: Class 5 contains 22118 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 7 contains 3306 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 161328 members 
Mstep: Class 10 contains 32896 members 
Mstep: Class 11 contains 3558 members 
Mstep: Class 13 contains 106519 members 
Mstep: Class 14 contains 95248 members 
Mstep: Class 16 contains 18024 members 
Mstep: Class 18 contains 169521 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 21 contains 188946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101978352.000000 Penalty: 37687.671875
Iteration 14Q: 18 clusters Score -1.019784e+08 nChanged 19711
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 21100 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 24016 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 4514 members 
Mstep: Class 9 contains 161450 members 
Mstep: Class 10 contains 31521 members 
Mstep: Class 11 contains 3514 members 
Mstep: Class 13 contains 105131 members 
Mstep: Class 14 contains 98965 members 
Mstep: Class 16 contains 17422 members 
Mstep: Class 18 contains 168787 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 21 contains 185776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101988960.000000 Penalty: 37687.671875
Iteration 15Q: 18 clusters Score -1.01989e+08 nChanged 17470
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21721 members 
Mstep: Class 3 contains 5762 members 
Mstep: Class 4 contains 3720 members 
Mstep: Class 5 contains 25878 members 
Mstep: Class 6 contains 4610 members 
Mstep: Class 7 contains 3344 members 
Mstep: Class 8 contains 4636 members 
Mstep: Class 9 contains 161489 members 
Mstep: Class 10 contains 30427 members 
Mstep: Class 11 contains 3478 members 
Mstep: Class 13 contains 103299 members 
Mstep: Class 14 contains 102265 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 18 contains 169089 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 21 contains 182438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101998680.000000 Penalty: 37687.671875
Iteration 16Q: 18 clusters Score -1.019987e+08 nChanged 15779
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 22157 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 27744 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 4755 members 
Mstep: Class 9 contains 161567 members 
Mstep: Class 10 contains 29477 members 
Mstep: Class 11 contains 3459 members 
Mstep: Class 13 contains 102345 members 
Mstep: Class 14 contains 105153 members 
Mstep: Class 16 contains 16527 members 
Mstep: Class 18 contains 168362 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 21 contains 179616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102006560.000000 Penalty: 37687.671875
Iteration 17Q: 18 clusters Score -1.020066e+08 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 22457 members 
Mstep: Class 3 contains 6303 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 29576 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 3369 members 
Mstep: Class 8 contains 4879 members 
Mstep: Class 9 contains 161641 members 
Mstep: Class 10 contains 28687 members 
Mstep: Class 11 contains 3439 members 
Mstep: Class 13 contains 101254 members 
Mstep: Class 14 contains 107455 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 18 contains 167616 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 21 contains 177468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102012432.000000 Penalty: 37687.671875
Iteration 18Q: 18 clusters Score -1.020124e+08 nChanged 14472
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 22683 members 
Mstep: Class 3 contains 6555 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 31464 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 7 contains 3379 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 161747 members 
Mstep: Class 10 contains 28010 members 
Mstep: Class 11 contains 3411 members 
Mstep: Class 13 contains 100326 members 
Mstep: Class 14 contains 109314 members 
Mstep: Class 16 contains 16007 members 
Mstep: Class 18 contains 166596 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 175708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102017032.000000 Penalty: 37687.671875
Iteration 19Q: 18 clusters Score -1.02017e+08 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 22847 members 
Mstep: Class 3 contains 6798 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 33420 members 
Mstep: Class 6 contains 4988 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 161787 members 
Mstep: Class 10 contains 27395 members 
Mstep: Class 11 contains 3406 members 
Mstep: Class 13 contains 99639 members 
Mstep: Class 14 contains 110905 members 
Mstep: Class 16 contains 15850 members 
Mstep: Class 18 contains 165296 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 21 contains 174206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102019568.000000 Penalty: 37687.671875
Iteration 20F: 18 clusters Score -1.020196e+08 nChanged 14501
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22968 members 
Mstep: Class 3 contains 7028 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 35457 members 
Mstep: Class 6 contains 5066 members 
Mstep: Class 7 contains 3386 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 161777 members 
Mstep: Class 10 contains 26832 members 
Mstep: Class 11 contains 3402 members 
Mstep: Class 13 contains 98910 members 
Mstep: Class 14 contains 112276 members 
Mstep: Class 16 contains 15723 members 
Mstep: Class 18 contains 163941 members 
Mstep: Class 19 contains 1052 members 
Mstep: Class 21 contains 172958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102021200.000000 Penalty: 37687.671875
Iteration 21Q: 18 clusters Score -1.020212e+08 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23044 members 
Mstep: Class 3 contains 7253 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 37533 members 
Mstep: Class 6 contains 5122 members 
Mstep: Class 7 contains 3391 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 161759 members 
Mstep: Class 10 contains 26299 members 
Mstep: Class 11 contains 3402 members 
Mstep: Class 13 contains 98580 members 
Mstep: Class 14 contains 113493 members 
Mstep: Class 16 contains 15654 members 
Mstep: Class 18 contains 162097 members 
Mstep: Class 19 contains 1068 members 
Mstep: Class 21 contains 171898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102019992.000000 Penalty: 37687.671875
Iteration 22Q: 18 clusters Score -1.0202e+08 nChanged 15309
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 23048 members 
Mstep: Class 3 contains 7466 members 
Mstep: Class 4 contains 4295 members 
Mstep: Class 5 contains 39622 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 3389 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 161734 members 
Mstep: Class 10 contains 25809 members 
Mstep: Class 11 contains 3402 members 
Mstep: Class 13 contains 98773 members 
Mstep: Class 14 contains 114669 members 
Mstep: Class 16 contains 15635 members 
Mstep: Class 18 contains 159412 members 
Mstep: Class 19 contains 1074 members 
Mstep: Class 21 contains 171207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102021848.000000 Penalty: 37687.671875
Iteration 23Q: 18 clusters Score -1.020218e+08 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23036 members 
Mstep: Class 3 contains 7652 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 41675 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 5645 members 
Mstep: Class 9 contains 161682 members 
Mstep: Class 10 contains 25377 members 
Mstep: Class 11 contains 3407 members 
Mstep: Class 13 contains 100104 members 
Mstep: Class 14 contains 115926 members 
Mstep: Class 16 contains 15652 members 
Mstep: Class 18 contains 155395 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 21 contains 170631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102021056.000000 Penalty: 37687.671875
Iteration 24Q: 18 clusters Score -1.020211e+08 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22986 members 
Mstep: Class 3 contains 7814 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 5 contains 43699 members 
Mstep: Class 6 contains 5152 members 
Mstep: Class 7 contains 3374 members 
Mstep: Class 8 contains 5852 members 
Mstep: Class 9 contains 161625 members 
Mstep: Class 10 contains 25000 members 
Mstep: Class 11 contains 3414 members 
Mstep: Class 13 contains 102071 members 
Mstep: Class 14 contains 117232 members 
Mstep: Class 16 contains 15662 members 
Mstep: Class 18 contains 150301 members 
Mstep: Class 19 contains 1086 members 
Mstep: Class 21 contains 170481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102021680.000000 Penalty: 37687.671875
Iteration 25Q: 18 clusters Score -1.020217e+08 nChanged 14926
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22817 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 45507 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 3365 members 
Mstep: Class 8 contains 6075 members 
Mstep: Class 9 contains 161555 members 
Mstep: Class 10 contains 24692 members 
Mstep: Class 11 contains 3418 members 
Mstep: Class 13 contains 104200 members 
Mstep: Class 14 contains 118568 members 
Mstep: Class 16 contains 15751 members 
Mstep: Class 18 contains 145068 members 
Mstep: Class 19 contains 1085 members 
Mstep: Class 21 contains 170498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102023368.000000 Penalty: 37687.671875
Iteration 26Q: 18 clusters Score -1.020234e+08 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22574 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 47234 members 
Mstep: Class 6 contains 5129 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 161510 members 
Mstep: Class 10 contains 24422 members 
Mstep: Class 11 contains 3424 members 
Mstep: Class 13 contains 106070 members 
Mstep: Class 14 contains 119769 members 
Mstep: Class 16 contains 15838 members 
Mstep: Class 18 contains 140792 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 21 contains 170046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102024936.000000 Penalty: 37687.671875
Iteration 27Q: 18 clusters Score -1.020249e+08 nChanged 13389
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22272 members 
Mstep: Class 3 contains 8303 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 48772 members 
Mstep: Class 6 contains 5116 members 
Mstep: Class 7 contains 3352 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 161441 members 
Mstep: Class 10 contains 24176 members 
Mstep: Class 11 contains 3436 members 
Mstep: Class 13 contains 107823 members 
Mstep: Class 14 contains 120840 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 18 contains 137232 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 21 contains 169303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102025456.000000 Penalty: 37687.671875
Iteration 28Q: 18 clusters Score -1.020255e+08 nChanged 12551
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21907 members 
Mstep: Class 3 contains 8493 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 50136 members 
Mstep: Class 6 contains 5091 members 
Mstep: Class 7 contains 3350 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 161390 members 
Mstep: Class 10 contains 23950 members 
Mstep: Class 11 contains 3448 members 
Mstep: Class 13 contains 109391 members 
Mstep: Class 14 contains 121838 members 
Mstep: Class 16 contains 16100 members 
Mstep: Class 18 contains 134097 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 21 contains 168529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102025784.000000 Penalty: 37687.671875
Iteration 29Q: 18 clusters Score -1.020258e+08 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21478 members 
Mstep: Class 3 contains 8715 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 51321 members 
Mstep: Class 6 contains 5081 members 
Mstep: Class 7 contains 3346 members 
Mstep: Class 8 contains 7071 members 
Mstep: Class 9 contains 161386 members 
Mstep: Class 10 contains 23775 members 
Mstep: Class 11 contains 3454 members 
Mstep: Class 13 contains 110860 members 
Mstep: Class 14 contains 122804 members 
Mstep: Class 16 contains 16272 members 
Mstep: Class 18 contains 131266 members 
Mstep: Class 19 contains 1098 members 
Mstep: Class 21 contains 167651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102025776.000000 Penalty: 37687.671875
Iteration 30Q: 18 clusters Score -1.020258e+08 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21059 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 4597 members 
Mstep: Class 5 contains 52432 members 
Mstep: Class 6 contains 5070 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 161364 members 
Mstep: Class 10 contains 23640 members 
Mstep: Class 11 contains 3460 members 
Mstep: Class 13 contains 112190 members 
Mstep: Class 14 contains 123716 members 
Mstep: Class 16 contains 16425 members 
Mstep: Class 18 contains 128701 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 21 contains 166724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102024536.000000 Penalty: 37687.671875
Iteration 31Q: 18 clusters Score -1.020245e+08 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20697 members 
Mstep: Class 3 contains 9208 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 53490 members 
Mstep: Class 6 contains 5045 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 7733 members 
Mstep: Class 9 contains 161283 members 
Mstep: Class 10 contains 23514 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 13 contains 113127 members 
Mstep: Class 14 contains 124718 members 
Mstep: Class 16 contains 16574 members 
Mstep: Class 18 contains 126734 members 
Mstep: Class 19 contains 1114 members 
Mstep: Class 21 contains 165502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102023008.000000 Penalty: 37687.671875
Iteration 32Q: 18 clusters Score -1.02023e+08 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20350 members 
Mstep: Class 3 contains 9506 members 
Mstep: Class 4 contains 4640 members 
Mstep: Class 5 contains 54490 members 
Mstep: Class 6 contains 5006 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 8145 members 
Mstep: Class 9 contains 161237 members 
Mstep: Class 10 contains 23390 members 
Mstep: Class 11 contains 3472 members 
Mstep: Class 13 contains 113668 members 
Mstep: Class 14 contains 125710 members 
Mstep: Class 16 contains 16667 members 
Mstep: Class 18 contains 125353 members 
Mstep: Class 19 contains 1117 members 
Mstep: Class 21 contains 164070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102020552.000000 Penalty: 37687.671875
Iteration 33Q: 18 clusters Score -1.020206e+08 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20004 members 
Mstep: Class 3 contains 9850 members 
Mstep: Class 4 contains 4663 members 
Mstep: Class 5 contains 55454 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 8543 members 
Mstep: Class 9 contains 161164 members 
Mstep: Class 10 contains 23265 members 
Mstep: Class 11 contains 3478 members 
Mstep: Class 13 contains 113971 members 
Mstep: Class 14 contains 126598 members 
Mstep: Class 16 contains 16790 members 
Mstep: Class 18 contains 124406 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 21 contains 162556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102017976.000000 Penalty: 37687.671875
Iteration 34Q: 18 clusters Score -1.02018e+08 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 19722 members 
Mstep: Class 3 contains 10257 members 
Mstep: Class 4 contains 4672 members 
Mstep: Class 5 contains 56377 members 
Mstep: Class 6 contains 4919 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 8985 members 
Mstep: Class 9 contains 161036 members 
Mstep: Class 10 contains 23161 members 
Mstep: Class 11 contains 3488 members 
Mstep: Class 13 contains 114063 members 
Mstep: Class 14 contains 127498 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 18 contains 123850 members 
Mstep: Class 19 contains 1125 members 
Mstep: Class 21 contains 160760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102018264.000000 Penalty: 37687.671875
Iteration 35Q: 18 clusters Score -1.020183e+08 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 19442 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 4679 members 
Mstep: Class 5 contains 57189 members 
Mstep: Class 6 contains 4874 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 9412 members 
Mstep: Class 9 contains 160865 members 
Mstep: Class 10 contains 23068 members 
Mstep: Class 11 contains 3496 members 
Mstep: Class 13 contains 113982 members 
Mstep: Class 14 contains 128301 members 
Mstep: Class 16 contains 17020 members 
Mstep: Class 18 contains 123492 members 
Mstep: Class 19 contains 1130 members 
Mstep: Class 21 contains 159097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102017832.000000 Penalty: 37687.671875
Iteration 36Q: 18 clusters Score -1.020178e+08 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 19183 members 
Mstep: Class 3 contains 11438 members 
Mstep: Class 4 contains 4681 members 
Mstep: Class 5 contains 58000 members 
Mstep: Class 6 contains 4837 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 9836 members 
Mstep: Class 9 contains 160596 members 
Mstep: Class 10 contains 22936 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 13 contains 113711 members 
Mstep: Class 14 contains 129063 members 
Mstep: Class 16 contains 17069 members 
Mstep: Class 18 contains 123318 members 
Mstep: Class 19 contains 1134 members 
Mstep: Class 21 contains 157518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102018728.000000 Penalty: 37687.671875
Iteration 37Q: 18 clusters Score -1.020187e+08 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18946 members 
Mstep: Class 3 contains 12216 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 58712 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 10282 members 
Mstep: Class 9 contains 160269 members 
Mstep: Class 10 contains 22751 members 
Mstep: Class 11 contains 3511 members 
Mstep: Class 13 contains 113318 members 
Mstep: Class 14 contains 129710 members 
Mstep: Class 16 contains 17118 members 
Mstep: Class 18 contains 123191 members 
Mstep: Class 19 contains 1136 members 
Mstep: Class 21 contains 156181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102018656.000000 Penalty: 37687.671875
Iteration 38Q: 18 clusters Score -1.020187e+08 nChanged 7331
Entering ConstructFrom: 
Score: -102018656.000000 Penalty: 37687.671875
Entering ConstructFrom: 
Trying to split cluster 1 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -61988.894531 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -61988.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61269.300781 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -61269.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63650.601562 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -63650.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64971.792969 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -64971.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65651.765625 Penalty: 2231.414551
	Iteration 3F: 3 clusters Score -65651.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65976.898438 Penalty: 2231.414551
	Iteration 4Q: 3 clusters Score -65976.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66246.664062 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -66246.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66392.242188 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -66392.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66413.273438 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -66413.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66431.656250 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -66431.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -66469.000000 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -66469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66503.695312 Penalty: 2231.414551
	Iteration 10Q: 3 clusters Score -66503.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -66573.515625 Penalty: 2231.414551
	Iteration 11Q: 3 clusters Score -66573.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66662.968750 Penalty: 2231.414551
	Iteration 12Q: 3 clusters Score -66662.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -66748.500000 Penalty: 2231.414551
	Iteration 13Q: 3 clusters Score -66748.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -66804.851562 Penalty: 2231.414551
	Iteration 14Q: 3 clusters Score -66804.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66849.992188 Penalty: 2231.414551
	Iteration 15Q: 3 clusters Score -66849.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66926.070312 Penalty: 2231.414551
	Iteration 16Q: 3 clusters Score -66926.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -66985.531250 Penalty: 2231.414551
	Iteration 17Q: 3 clusters Score -66985.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -67047.515625 Penalty: 2231.414551
	Iteration 18Q: 3 clusters Score -67047.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -67095.523438 Penalty: 2231.414551
	Iteration 19Q: 3 clusters Score -67095.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -67193.390625 Penalty: 2231.414551
	Iteration 20F: 3 clusters Score -67193.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -67410.210938 Penalty: 2231.414551
	Iteration 21Q: 3 clusters Score -67410.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -67772.070312 Penalty: 2231.414551
	Iteration 22Q: 3 clusters Score -67772.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -67887.789062 Penalty: 2231.414551
	Iteration 23Q: 3 clusters Score -67887.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -67953.101562 Penalty: 2231.414551
	Iteration 24Q: 3 clusters Score -67953.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -68039.531250 Penalty: 2231.414551
	Iteration 25Q: 3 clusters Score -68039.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68119.757812 Penalty: 2231.414551
	Iteration 26Q: 3 clusters Score -68119.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -68152.632812 Penalty: 2231.414551
	Iteration 27Q: 3 clusters Score -68152.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -68155.304688 Penalty: 2231.414551
	Iteration 28Q: 3 clusters Score -68155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -68160.898438 Penalty: 2231.414551
	Iteration 29Q: 3 clusters Score -68160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -68165.093750 Penalty: 2231.414551
	Iteration 30Q: 3 clusters Score -68165.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -68228.757812 Penalty: 2231.414551
	Iteration 31F: 3 clusters Score -68228.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -68265.359375 Penalty: 2231.414551
	Iteration 32Q: 3 clusters Score -68265.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -68278.789062 Penalty: 2231.414551
	Iteration 33Q: 3 clusters Score -68278.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -68281.960938 Penalty: 2231.414551
	Iteration 34Q: 3 clusters Score -68281.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -68285.093750 Penalty: 2231.414551
	Iteration 35F: 3 clusters Score -68285.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -68294.304688 Penalty: 2231.414551
	Iteration 36Q: 3 clusters Score -68294.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -68306.492188 Penalty: 2231.414551
	Iteration 37Q: 3 clusters Score -68306.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -68314.664062 Penalty: 2231.414551
	Iteration 38Q: 3 clusters Score -68314.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -68328.093750 Penalty: 2231.414551
	Iteration 39F: 3 clusters Score -68328.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -68337.781250 Penalty: 2231.414551
	Iteration 40F: 3 clusters Score -68337.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -68340.726562 Penalty: 2231.414551
	Iteration 41Q: 3 clusters Score -68340.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -68343.117188 Penalty: 2231.414551
	Iteration 42Q: 3 clusters Score -68343.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -68343.117188 Penalty: 2231.414551
	Iteration 43F: 3 clusters Score -68343.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 4740 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 159910 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 130165 members 
Mstep: Class 16 contains 17155 members 
Mstep: Class 18 contains 123005 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 21 contains 155108 members 
Entering Unmasked Estep 
Score: -102023568.000000 Penalty: 39904.593750
Splitting cluster 1 changes total score from -102018656.000000 to -102023568.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (18779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Entering Unmasked Estep 
Score: -2265690.500000 Penalty: 1599.080322
	Iteration 0F: 2 clusters Score -2265690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2252846.750000 Penalty: 3198.160645
	Iteration 0F: 3 clusters Score -2252847 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2257780.250000 Penalty: 3198.160645
	Iteration 1F: 3 clusters Score -2257780 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2258414.500000 Penalty: 3198.160645
	Iteration 2F: 3 clusters Score -2258414 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2259066.250000 Penalty: 3198.160645
	Iteration 3F: 3 clusters Score -2259066 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2259821.000000 Penalty: 3198.160645
	Iteration 4F: 3 clusters Score -2259821 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2260714.750000 Penalty: 3198.160645
	Iteration 5F: 3 clusters Score -2260715 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2261672.000000 Penalty: 3198.160645
	Iteration 6F: 3 clusters Score -2261672 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2262403.000000 Penalty: 3198.160645
	Iteration 7F: 3 clusters Score -2262403 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2262942.000000 Penalty: 3198.160645
	Iteration 8Q: 3 clusters Score -2262942 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2263296.000000 Penalty: 3198.160645
	Iteration 9Q: 3 clusters Score -2263296 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2263557.750000 Penalty: 3198.160645
	Iteration 10Q: 3 clusters Score -2263558 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2263741.750000 Penalty: 3198.160645
	Iteration 11Q: 3 clusters Score -2263742 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2263902.500000 Penalty: 3198.160645
	Iteration 12Q: 3 clusters Score -2263902 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2264052.250000 Penalty: 3198.160645
	Iteration 13Q: 3 clusters Score -2264052 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2264165.000000 Penalty: 3198.160645
	Iteration 14Q: 3 clusters Score -2264165 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2264257.500000 Penalty: 3198.160645
	Iteration 15Q: 3 clusters Score -2264258 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2264352.500000 Penalty: 3198.160645
	Iteration 16Q: 3 clusters Score -2264352 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2264426.500000 Penalty: 3198.160645
	Iteration 17Q: 3 clusters Score -2264426 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2264498.250000 Penalty: 3198.160645
	Iteration 18Q: 3 clusters Score -2264498 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2264561.000000 Penalty: 3198.160645
	Iteration 19Q: 3 clusters Score -2264561 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2264604.750000 Penalty: 3198.160645
	Iteration 20F: 3 clusters Score -2264605 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2264636.500000 Penalty: 3198.160645
	Iteration 21Q: 3 clusters Score -2264636 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2264656.500000 Penalty: 3198.160645
	Iteration 22Q: 3 clusters Score -2264656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2264672.250000 Penalty: 3198.160645
	Iteration 23Q: 3 clusters Score -2264672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2264691.500000 Penalty: 3198.160645
	Iteration 24Q: 3 clusters Score -2264692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2264707.250000 Penalty: 3198.160645
	Iteration 25Q: 3 clusters Score -2264707 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2264722.000000 Penalty: 3198.160645
	Iteration 26Q: 3 clusters Score -2264722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2264734.750000 Penalty: 3198.160645
	Iteration 27Q: 3 clusters Score -2264735 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2264737.500000 Penalty: 3198.160645
	Iteration 28Q: 3 clusters Score -2264738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2264745.750000 Penalty: 3198.160645
	Iteration 29Q: 3 clusters Score -2264746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2264751.500000 Penalty: 3198.160645
	Iteration 30Q: 3 clusters Score -2264752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2264749.750000 Penalty: 3198.160645
	Iteration 31Q: 3 clusters Score -2264750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2264756.750000 Penalty: 3198.160645
	Iteration 32Q: 3 clusters Score -2264757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2264763.000000 Penalty: 3198.160645
	Iteration 33Q: 3 clusters Score -2264763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2264773.500000 Penalty: 3198.160645
	Iteration 34Q: 3 clusters Score -2264774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2264785.250000 Penalty: 3198.160645
	Iteration 35Q: 3 clusters Score -2264785 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2264795.750000 Penalty: 3198.160645
	Iteration 36Q: 3 clusters Score -2264796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2264806.500000 Penalty: 3198.160645
	Iteration 37Q: 3 clusters Score -2264806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2264802.000000 Penalty: 3198.160645
	Iteration 38Q: 3 clusters Score -2264802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2264812.500000 Penalty: 3198.160645
	Iteration 39Q: 3 clusters Score -2264812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2264820.750000 Penalty: 3198.160645
	Iteration 40F: 3 clusters Score -2264821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2264831.750000 Penalty: 3198.160645
	Iteration 41Q: 3 clusters Score -2264832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2264833.750000 Penalty: 3198.160645
	Iteration 42Q: 3 clusters Score -2264834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2264836.500000 Penalty: 3198.160645
	Iteration 43Q: 3 clusters Score -2264836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2264839.000000 Penalty: 3198.160645
	Iteration 44Q: 3 clusters Score -2264839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2264837.750000 Penalty: 3198.160645
	Iteration 45Q: 3 clusters Score -2264838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2264842.750000 Penalty: 3198.160645
	Iteration 46Q: 3 clusters Score -2264843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2264845.750000 Penalty: 3198.160645
	Iteration 47Q: 3 clusters Score -2264846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2264840.250000 Penalty: 3198.160645
	Iteration 48Q: 3 clusters Score -2264840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2264844.000000 Penalty: 3198.160645
	Iteration 49Q: 3 clusters Score -2264844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2264845.000000 Penalty: 3198.160645
	Iteration 50Q: 3 clusters Score -2264845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2264845.000000 Penalty: 3198.160645
	Iteration 51Q: 3 clusters Score -2264845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2264850.750000 Penalty: 3198.160645
	Iteration 52Q: 3 clusters Score -2264851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2264850.000000 Penalty: 3198.160645
	Iteration 53Q: 3 clusters Score -2264850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2264847.750000 Penalty: 3198.160645
	Iteration 54Q: 3 clusters Score -2264848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2264849.750000 Penalty: 3198.160645
	Iteration 55Q: 3 clusters Score -2264850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2264850.000000 Penalty: 3198.160645
	Iteration 56Q: 3 clusters Score -2264850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2264848.500000 Penalty: 3198.160645
	Iteration 57Q: 3 clusters Score -2264848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2264848.500000 Penalty: 3198.160645
	Iteration 58Q: 3 clusters Score -2264848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2264852.500000 Penalty: 3198.160645
	Iteration 59Q: 3 clusters Score -2264852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2264852.250000 Penalty: 3198.160645
	Iteration 60F: 3 clusters Score -2264852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2264850.500000 Penalty: 3198.160645
	Iteration 61Q: 3 clusters Score -2264850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2264850.500000 Penalty: 3198.160645
	Iteration 62Q: 3 clusters Score -2264850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2264853.500000 Penalty: 3198.160645
	Iteration 63Q: 3 clusters Score -2264854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2264855.000000 Penalty: 3198.160645
	Iteration 64Q: 3 clusters Score -2264855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2264860.750000 Penalty: 3198.160645
	Iteration 65Q: 3 clusters Score -2264861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2264861.000000 Penalty: 3198.160645
	Iteration 66Q: 3 clusters Score -2264861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2264860.250000 Penalty: 3198.160645
	Iteration 67Q: 3 clusters Score -2264860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2264860.750000 Penalty: 3198.160645
	Iteration 68Q: 3 clusters Score -2264861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2264860.500000 Penalty: 3198.160645
	Iteration 69Q: 3 clusters Score -2264860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2264861.500000 Penalty: 3198.160645
	Iteration 70Q: 3 clusters Score -2264862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2264860.500000 Penalty: 3198.160645
	Iteration 71Q: 3 clusters Score -2264860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2264860.500000 Penalty: 3198.160645
	Iteration 72Q: 3 clusters Score -2264860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2264860.250000 Penalty: 3198.160645
	Iteration 73Q: 3 clusters Score -2264860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2264863.500000 Penalty: 3198.160645
	Iteration 74Q: 3 clusters Score -2264864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2264864.500000 Penalty: 3198.160645
	Iteration 75Q: 3 clusters Score -2264864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2264864.750000 Penalty: 3198.160645
	Iteration 76Q: 3 clusters Score -2264865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2264863.000000 Penalty: 3198.160645
	Iteration 77Q: 3 clusters Score -2264863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2264863.000000 Penalty: 3198.160645
	Iteration 78F: 3 clusters Score -2264863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Entering Unmasked Estep 
Score: -1586629.625000 Penalty: 1541.462769
	Iteration 0F: 2 clusters Score -1586630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1577390.500000 Penalty: 3082.925537
	Iteration 0F: 3 clusters Score -1577390 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1580670.500000 Penalty: 3082.925537
	Iteration 1F: 3 clusters Score -1580670 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1581102.375000 Penalty: 3082.925537
	Iteration 2F: 3 clusters Score -1581102 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1581535.125000 Penalty: 3082.925537
	Iteration 3F: 3 clusters Score -1581535 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1582027.125000 Penalty: 3082.925537
	Iteration 4F: 3 clusters Score -1582027 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1582727.375000 Penalty: 3082.925537
	Iteration 5F: 3 clusters Score -1582727 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1583594.750000 Penalty: 3082.925537
	Iteration 6F: 3 clusters Score -1583595 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1584591.625000 Penalty: 3082.925537
	Iteration 7F: 3 clusters Score -1584592 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1585295.625000 Penalty: 3082.925537
	Iteration 8F: 3 clusters Score -1585296 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1585683.000000 Penalty: 3082.925537
	Iteration 9Q: 3 clusters Score -1585683 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1585896.625000 Penalty: 3082.925537
	Iteration 10Q: 3 clusters Score -1585897 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1586035.250000 Penalty: 3082.925537
	Iteration 11Q: 3 clusters Score -1586035 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1586138.125000 Penalty: 3082.925537
	Iteration 12Q: 3 clusters Score -1586138 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1586207.250000 Penalty: 3082.925537
	Iteration 13Q: 3 clusters Score -1586207 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1586259.250000 Penalty: 3082.925537
	Iteration 14Q: 3 clusters Score -1586259 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1586278.500000 Penalty: 3082.925537
	Iteration 15Q: 3 clusters Score -1586278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1586293.625000 Penalty: 3082.925537
	Iteration 16Q: 3 clusters Score -1586294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1586300.125000 Penalty: 3082.925537
	Iteration 17Q: 3 clusters Score -1586300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1586310.625000 Penalty: 3082.925537
	Iteration 18Q: 3 clusters Score -1586311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1586314.625000 Penalty: 3082.925537
	Iteration 19Q: 3 clusters Score -1586315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1586326.250000 Penalty: 3082.925537
	Iteration 20F: 3 clusters Score -1586326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1586343.250000 Penalty: 3082.925537
	Iteration 21Q: 3 clusters Score -1586343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1586366.750000 Penalty: 3082.925537
	Iteration 22Q: 3 clusters Score -1586367 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1586397.125000 Penalty: 3082.925537
	Iteration 23Q: 3 clusters Score -1586397 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1586415.250000 Penalty: 3082.925537
	Iteration 24Q: 3 clusters Score -1586415 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1586434.125000 Penalty: 3082.925537
	Iteration 25Q: 3 clusters Score -1586434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1586450.000000 Penalty: 3082.925537
	Iteration 26Q: 3 clusters Score -1586450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1586462.625000 Penalty: 3082.925537
	Iteration 27Q: 3 clusters Score -1586463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1586471.875000 Penalty: 3082.925537
	Iteration 28Q: 3 clusters Score -1586472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1586483.500000 Penalty: 3082.925537
	Iteration 29Q: 3 clusters Score -1586484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1586500.500000 Penalty: 3082.925537
	Iteration 30Q: 3 clusters Score -1586500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1586517.750000 Penalty: 3082.925537
	Iteration 31Q: 3 clusters Score -1586518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1586520.500000 Penalty: 3082.925537
	Iteration 32Q: 3 clusters Score -1586520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1586532.875000 Penalty: 3082.925537
	Iteration 33Q: 3 clusters Score -1586533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1586546.000000 Penalty: 3082.925537
	Iteration 34Q: 3 clusters Score -1586546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1586551.500000 Penalty: 3082.925537
	Iteration 35Q: 3 clusters Score -1586552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1586563.250000 Penalty: 3082.925537
	Iteration 36Q: 3 clusters Score -1586563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1586570.125000 Penalty: 3082.925537
	Iteration 37Q: 3 clusters Score -1586570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1586576.250000 Penalty: 3082.925537
	Iteration 38Q: 3 clusters Score -1586576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1586575.875000 Penalty: 3082.925537
	Iteration 39Q: 3 clusters Score -1586576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1586582.875000 Penalty: 3082.925537
	Iteration 40F: 3 clusters Score -1586583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1586587.875000 Penalty: 3082.925537
	Iteration 41Q: 3 clusters Score -1586588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1586593.750000 Penalty: 3082.925537
	Iteration 42Q: 3 clusters Score -1586594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1586600.875000 Penalty: 3082.925537
	Iteration 43Q: 3 clusters Score -1586601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1586602.375000 Penalty: 3082.925537
	Iteration 44Q: 3 clusters Score -1586602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1586606.875000 Penalty: 3082.925537
	Iteration 45Q: 3 clusters Score -1586607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1586605.250000 Penalty: 3082.925537
	Iteration 46Q: 3 clusters Score -1586605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1586610.750000 Penalty: 3082.925537
	Iteration 47Q: 3 clusters Score -1586611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1586612.500000 Penalty: 3082.925537
	Iteration 48Q: 3 clusters Score -1586612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1586611.875000 Penalty: 3082.925537
	Iteration 49Q: 3 clusters Score -1586612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1586616.750000 Penalty: 3082.925537
	Iteration 50Q: 3 clusters Score -1586617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1586616.500000 Penalty: 3082.925537
	Iteration 51Q: 3 clusters Score -1586616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1586620.500000 Penalty: 3082.925537
	Iteration 52Q: 3 clusters Score -1586620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1586624.250000 Penalty: 3082.925537
	Iteration 53Q: 3 clusters Score -1586624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1586624.125000 Penalty: 3082.925537
	Iteration 54Q: 3 clusters Score -1586624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1586624.625000 Penalty: 3082.925537
	Iteration 55Q: 3 clusters Score -1586625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1586625.125000 Penalty: 3082.925537
	Iteration 56Q: 3 clusters Score -1586625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1586623.000000 Penalty: 3082.925537
	Iteration 57Q: 3 clusters Score -1586623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1586624.000000 Penalty: 3082.925537
	Iteration 58Q: 3 clusters Score -1586624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1586626.625000 Penalty: 3082.925537
	Iteration 59Q: 3 clusters Score -1586627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1586625.000000 Penalty: 3082.925537
	Iteration 60F: 3 clusters Score -1586625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1586623.125000 Penalty: 3082.925537
	Iteration 61Q: 3 clusters Score -1586623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1586624.750000 Penalty: 3082.925537
	Iteration 62Q: 3 clusters Score -1586625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1586623.500000 Penalty: 3082.925537
	Iteration 63Q: 3 clusters Score -1586624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1586626.375000 Penalty: 3082.925537
	Iteration 64Q: 3 clusters Score -1586626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1586626.375000 Penalty: 3082.925537
	Iteration 65F: 3 clusters Score -1586626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Entering Unmasked Estep 
Score: -545474.000000 Penalty: 1373.850830
	Iteration 0F: 2 clusters Score -545474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -541703.687500 Penalty: 2747.701660
	Iteration 0F: 3 clusters Score -541703.7 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -543124.875000 Penalty: 2747.701660
	Iteration 1F: 3 clusters Score -543124.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -543863.687500 Penalty: 2747.701660
	Iteration 2F: 3 clusters Score -543863.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -544726.000000 Penalty: 2747.701660
	Iteration 3F: 3 clusters Score -544726 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -545510.687500 Penalty: 2747.701660
	Iteration 4F: 3 clusters Score -545510.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -545994.500000 Penalty: 2747.701660
	Iteration 5F: 3 clusters Score -545994.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -546201.562500 Penalty: 2747.701660
	Iteration 6Q: 3 clusters Score -546201.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -546272.812500 Penalty: 2747.701660
	Iteration 7Q: 3 clusters Score -546272.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -546309.437500 Penalty: 2747.701660
	Iteration 8Q: 3 clusters Score -546309.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -546325.625000 Penalty: 2747.701660
	Iteration 9Q: 3 clusters Score -546325.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -546337.875000 Penalty: 2747.701660
	Iteration 10Q: 3 clusters Score -546337.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -546355.312500 Penalty: 2747.701660
	Iteration 11Q: 3 clusters Score -546355.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -546359.187500 Penalty: 2747.701660
	Iteration 12Q: 3 clusters Score -546359.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -546362.312500 Penalty: 2747.701660
	Iteration 13Q: 3 clusters Score -546362.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -546366.437500 Penalty: 2747.701660
	Iteration 14Q: 3 clusters Score -546366.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -546370.437500 Penalty: 2747.701660
	Iteration 15Q: 3 clusters Score -546370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -546374.750000 Penalty: 2747.701660
	Iteration 16Q: 3 clusters Score -546374.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -546380.750000 Penalty: 2747.701660
	Iteration 17Q: 3 clusters Score -546380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -546390.375000 Penalty: 2747.701660
	Iteration 18Q: 3 clusters Score -546390.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -546400.062500 Penalty: 2747.701660
	Iteration 19Q: 3 clusters Score -546400.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -546414.437500 Penalty: 2747.701660
	Iteration 20F: 3 clusters Score -546414.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -546426.187500 Penalty: 2747.701660
	Iteration 21Q: 3 clusters Score -546426.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -546442.250000 Penalty: 2747.701660
	Iteration 22Q: 3 clusters Score -546442.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -546448.125000 Penalty: 2747.701660
	Iteration 23Q: 3 clusters Score -546448.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -546455.625000 Penalty: 2747.701660
	Iteration 24Q: 3 clusters Score -546455.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -546463.375000 Penalty: 2747.701660
	Iteration 25Q: 3 clusters Score -546463.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -546469.812500 Penalty: 2747.701660
	Iteration 26Q: 3 clusters Score -546469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -546470.312500 Penalty: 2747.701660
	Iteration 27Q: 3 clusters Score -546470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -546470.500000 Penalty: 2747.701660
	Iteration 28Q: 3 clusters Score -546470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -546472.187500 Penalty: 2747.701660
	Iteration 29Q: 3 clusters Score -546472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -546472.375000 Penalty: 2747.701660
	Iteration 30Q: 3 clusters Score -546472.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -546471.750000 Penalty: 2747.701660
	Iteration 31Q: 3 clusters Score -546471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -546471.750000 Penalty: 2747.701660
	Iteration 32F: 3 clusters Score -546471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 4740 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 159910 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 130165 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 17155 members 
Mstep: Class 18 contains 123005 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 21 contains 155108 members 
Entering Unmasked Estep 
Score: -102023832.000000 Penalty: 42121.515625
Splitting cluster 4 changes total score from -102018656.000000 to -102023832.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (59336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Entering Unmasked Estep 
Score: -7290428.000000 Penalty: 1786.032837
	Iteration 0F: 2 clusters Score -7290428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -7250983.000000 Penalty: 3572.065674
	Iteration 0F: 3 clusters Score -7250983 nChanged 27893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -7266791.500000 Penalty: 3572.065674
	Iteration 1F: 3 clusters Score -7266792 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -7267494.500000 Penalty: 3572.065674
	Iteration 2Q: 3 clusters Score -7267494 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -7268398.000000 Penalty: 3572.065674
	Iteration 3Q: 3 clusters Score -7268398 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -7269638.500000 Penalty: 3572.065674
	Iteration 4Q: 3 clusters Score -7269638 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -7271441.500000 Penalty: 3572.065674
	Iteration 5F: 3 clusters Score -7271442 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -7274255.000000 Penalty: 3572.065674
	Iteration 6F: 3 clusters Score -7274255 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -7277650.000000 Penalty: 3572.065674
	Iteration 7F: 3 clusters Score -7277650 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -7280890.500000 Penalty: 3572.065674
	Iteration 8F: 3 clusters Score -7280890 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -7282966.000000 Penalty: 3572.065674
	Iteration 9F: 3 clusters Score -7282966 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -7284029.000000 Penalty: 3572.065674
	Iteration 10Q: 3 clusters Score -7284029 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -7284559.500000 Penalty: 3572.065674
	Iteration 11Q: 3 clusters Score -7284560 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -7284871.000000 Penalty: 3572.065674
	Iteration 12Q: 3 clusters Score -7284871 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -7285061.500000 Penalty: 3572.065674
	Iteration 13Q: 3 clusters Score -7285062 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -7285304.500000 Penalty: 3572.065674
	Iteration 14Q: 3 clusters Score -7285304 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -7285470.000000 Penalty: 3572.065674
	Iteration 15Q: 3 clusters Score -7285470 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -7285672.000000 Penalty: 3572.065674
	Iteration 16Q: 3 clusters Score -7285672 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -7285783.000000 Penalty: 3572.065674
	Iteration 17Q: 3 clusters Score -7285783 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -7285869.000000 Penalty: 3572.065674
	Iteration 18Q: 3 clusters Score -7285869 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -7285962.000000 Penalty: 3572.065674
	Iteration 19Q: 3 clusters Score -7285962 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -7286108.000000 Penalty: 3572.065674
	Iteration 20F: 3 clusters Score -7286108 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -7286250.000000 Penalty: 3572.065674
	Iteration 21Q: 3 clusters Score -7286250 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -7286357.500000 Penalty: 3572.065674
	Iteration 22Q: 3 clusters Score -7286358 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -7286507.500000 Penalty: 3572.065674
	Iteration 23Q: 3 clusters Score -7286508 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -7286640.500000 Penalty: 3572.065674
	Iteration 24Q: 3 clusters Score -7286640 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -7286762.500000 Penalty: 3572.065674
	Iteration 25Q: 3 clusters Score -7286762 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -7286871.000000 Penalty: 3572.065674
	Iteration 26Q: 3 clusters Score -7286871 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -7286990.000000 Penalty: 3572.065674
	Iteration 27Q: 3 clusters Score -7286990 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -7287128.500000 Penalty: 3572.065674
	Iteration 28Q: 3 clusters Score -7287128 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -7287260.500000 Penalty: 3572.065674
	Iteration 29Q: 3 clusters Score -7287260 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -7287357.000000 Penalty: 3572.065674
	Iteration 30Q: 3 clusters Score -7287357 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -7287446.500000 Penalty: 3572.065674
	Iteration 31Q: 3 clusters Score -7287446 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -7287522.000000 Penalty: 3572.065674
	Iteration 32Q: 3 clusters Score -7287522 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -7287574.500000 Penalty: 3572.065674
	Iteration 33Q: 3 clusters Score -7287574 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -7287662.500000 Penalty: 3572.065674
	Iteration 34Q: 3 clusters Score -7287662 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -7287727.500000 Penalty: 3572.065674
	Iteration 35Q: 3 clusters Score -7287728 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -7287823.500000 Penalty: 3572.065674
	Iteration 36Q: 3 clusters Score -7287824 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -7287862.500000 Penalty: 3572.065674
	Iteration 37Q: 3 clusters Score -7287862 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -7287915.000000 Penalty: 3572.065674
	Iteration 38Q: 3 clusters Score -7287915 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -7287965.500000 Penalty: 3572.065674
	Iteration 39Q: 3 clusters Score -7287966 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -7288017.500000 Penalty: 3572.065674
	Iteration 40F: 3 clusters Score -7288018 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -7288054.500000 Penalty: 3572.065674
	Iteration 41Q: 3 clusters Score -7288054 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -7288081.500000 Penalty: 3572.065674
	Iteration 42Q: 3 clusters Score -7288082 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -7288086.000000 Penalty: 3572.065674
	Iteration 43Q: 3 clusters Score -7288086 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -7288129.500000 Penalty: 3572.065674
	Iteration 44Q: 3 clusters Score -7288130 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -7288155.500000 Penalty: 3572.065674
	Iteration 45Q: 3 clusters Score -7288156 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -7288172.000000 Penalty: 3572.065674
	Iteration 46Q: 3 clusters Score -7288172 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -7288183.500000 Penalty: 3572.065674
	Iteration 47Q: 3 clusters Score -7288184 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -7288214.500000 Penalty: 3572.065674
	Iteration 48Q: 3 clusters Score -7288214 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -7288262.000000 Penalty: 3572.065674
	Iteration 49Q: 3 clusters Score -7288262 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -7288283.000000 Penalty: 3572.065674
	Iteration 50Q: 3 clusters Score -7288283 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -7288337.500000 Penalty: 3572.065674
	Iteration 51Q: 3 clusters Score -7288338 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -7288314.500000 Penalty: 3572.065674
	Iteration 52Q: 3 clusters Score -7288314 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -7288335.000000 Penalty: 3572.065674
	Iteration 53Q: 3 clusters Score -7288335 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -7288364.500000 Penalty: 3572.065674
	Iteration 54Q: 3 clusters Score -7288364 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -7288413.000000 Penalty: 3572.065674
	Iteration 55Q: 3 clusters Score -7288413 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -7288442.500000 Penalty: 3572.065674
	Iteration 56Q: 3 clusters Score -7288442 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -7288435.000000 Penalty: 3572.065674
	Iteration 57Q: 3 clusters Score -7288435 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -7288445.500000 Penalty: 3572.065674
	Iteration 58Q: 3 clusters Score -7288446 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -7288453.500000 Penalty: 3572.065674
	Iteration 59Q: 3 clusters Score -7288454 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -7288477.000000 Penalty: 3572.065674
	Iteration 60F: 3 clusters Score -7288477 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -7288486.500000 Penalty: 3572.065674
	Iteration 61Q: 3 clusters Score -7288486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -7288500.500000 Penalty: 3572.065674
	Iteration 62Q: 3 clusters Score -7288500 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -7288546.000000 Penalty: 3572.065674
	Iteration 63Q: 3 clusters Score -7288546 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -7288571.000000 Penalty: 3572.065674
	Iteration 64Q: 3 clusters Score -7288571 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -7288590.500000 Penalty: 3572.065674
	Iteration 65Q: 3 clusters Score -7288590 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -7288595.000000 Penalty: 3572.065674
	Iteration 66Q: 3 clusters Score -7288595 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -7288637.500000 Penalty: 3572.065674
	Iteration 67Q: 3 clusters Score -7288638 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -7288651.000000 Penalty: 3572.065674
	Iteration 68Q: 3 clusters Score -7288651 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -7288656.000000 Penalty: 3572.065674
	Iteration 69Q: 3 clusters Score -7288656 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -7288633.000000 Penalty: 3572.065674
	Iteration 70Q: 3 clusters Score -7288633 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -7288639.500000 Penalty: 3572.065674
	Iteration 71Q: 3 clusters Score -7288640 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -7288654.500000 Penalty: 3572.065674
	Iteration 72Q: 3 clusters Score -7288654 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -7288666.500000 Penalty: 3572.065674
	Iteration 73Q: 3 clusters Score -7288666 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -7288662.000000 Penalty: 3572.065674
	Iteration 74Q: 3 clusters Score -7288662 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -7288646.000000 Penalty: 3572.065674
	Iteration 75Q: 3 clusters Score -7288646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -7288647.000000 Penalty: 3572.065674
	Iteration 76Q: 3 clusters Score -7288647 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -7288643.500000 Penalty: 3572.065674
	Iteration 77Q: 3 clusters Score -7288644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -7288637.500000 Penalty: 3572.065674
	Iteration 78Q: 3 clusters Score -7288638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -7288647.500000 Penalty: 3572.065674
	Iteration 79Q: 3 clusters Score -7288648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -7288646.500000 Penalty: 3572.065674
	Iteration 80F: 3 clusters Score -7288646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -7288637.500000 Penalty: 3572.065674
	Iteration 81Q: 3 clusters Score -7288638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -7288650.500000 Penalty: 3572.065674
	Iteration 82Q: 3 clusters Score -7288650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -7288643.500000 Penalty: 3572.065674
	Iteration 83Q: 3 clusters Score -7288644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -7288646.000000 Penalty: 3572.065674
	Iteration 84Q: 3 clusters Score -7288646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -7288628.000000 Penalty: 3572.065674
	Iteration 85Q: 3 clusters Score -7288628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -7288637.000000 Penalty: 3572.065674
	Iteration 86Q: 3 clusters Score -7288637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -7288635.000000 Penalty: 3572.065674
	Iteration 87Q: 3 clusters Score -7288635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -7288642.000000 Penalty: 3572.065674
	Iteration 88Q: 3 clusters Score -7288642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -7288639.000000 Penalty: 3572.065674
	Iteration 89Q: 3 clusters Score -7288639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -7288639.500000 Penalty: 3572.065674
	Iteration 90Q: 3 clusters Score -7288640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -7288645.000000 Penalty: 3572.065674
	Iteration 91Q: 3 clusters Score -7288645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -7288636.500000 Penalty: 3572.065674
	Iteration 92Q: 3 clusters Score -7288636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -7288643.000000 Penalty: 3572.065674
	Iteration 93Q: 3 clusters Score -7288643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -7288653.000000 Penalty: 3572.065674
	Iteration 94Q: 3 clusters Score -7288653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -7288651.000000 Penalty: 3572.065674
	Iteration 95Q: 3 clusters Score -7288651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -7288638.000000 Penalty: 3572.065674
	Iteration 96Q: 3 clusters Score -7288638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -7288636.000000 Penalty: 3572.065674
	Iteration 97Q: 3 clusters Score -7288636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -7288644.000000 Penalty: 3572.065674
	Iteration 98Q: 3 clusters Score -7288644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -7288650.000000 Penalty: 3572.065674
	Iteration 99Q: 3 clusters Score -7288650 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -7288650.000000 Penalty: 3572.065674
	Iteration 100F: 3 clusters Score -7288650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -7288649.000000 Penalty: 3572.065674
	Iteration 101Q: 3 clusters Score -7288649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -7288653.500000 Penalty: 3572.065674
	Iteration 102Q: 3 clusters Score -7288654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -7288654.000000 Penalty: 3572.065674
	Iteration 103Q: 3 clusters Score -7288654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -7288664.500000 Penalty: 3572.065674
	Iteration 104Q: 3 clusters Score -7288664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -7288675.500000 Penalty: 3572.065674
	Iteration 105Q: 3 clusters Score -7288676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -7288671.000000 Penalty: 3572.065674
	Iteration 106Q: 3 clusters Score -7288671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -7288659.000000 Penalty: 3572.065674
	Iteration 107Q: 3 clusters Score -7288659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -7288678.000000 Penalty: 3572.065674
	Iteration 108Q: 3 clusters Score -7288678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -7288681.000000 Penalty: 3572.065674
	Iteration 109Q: 3 clusters Score -7288681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -7288675.500000 Penalty: 3572.065674
	Iteration 110Q: 3 clusters Score -7288676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -7288661.500000 Penalty: 3572.065674
	Iteration 111Q: 3 clusters Score -7288662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -7288664.500000 Penalty: 3572.065674
	Iteration 112Q: 3 clusters Score -7288664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -7288648.000000 Penalty: 3572.065674
	Iteration 113Q: 3 clusters Score -7288648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -7288661.000000 Penalty: 3572.065674
	Iteration 114Q: 3 clusters Score -7288661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -7288657.000000 Penalty: 3572.065674
	Iteration 115Q: 3 clusters Score -7288657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -7288670.000000 Penalty: 3572.065674
	Iteration 116Q: 3 clusters Score -7288670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -7288665.000000 Penalty: 3572.065674
	Iteration 117Q: 3 clusters Score -7288665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -7288672.500000 Penalty: 3572.065674
	Iteration 118Q: 3 clusters Score -7288672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -7288675.500000 Penalty: 3572.065674
	Iteration 119Q: 3 clusters Score -7288676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -7288684.000000 Penalty: 3572.065674
	Iteration 120F: 3 clusters Score -7288684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -7288687.000000 Penalty: 3572.065674
	Iteration 121Q: 3 clusters Score -7288687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -7288685.500000 Penalty: 3572.065674
	Iteration 122Q: 3 clusters Score -7288686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -7288696.500000 Penalty: 3572.065674
	Iteration 123Q: 3 clusters Score -7288696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -7288679.500000 Penalty: 3572.065674
	Iteration 124Q: 3 clusters Score -7288680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -7288676.500000 Penalty: 3572.065674
	Iteration 125Q: 3 clusters Score -7288676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -7288668.000000 Penalty: 3572.065674
	Iteration 126Q: 3 clusters Score -7288668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -7288664.000000 Penalty: 3572.065674
	Iteration 127Q: 3 clusters Score -7288664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -7288661.000000 Penalty: 3572.065674
	Iteration 128Q: 3 clusters Score -7288661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -7288670.500000 Penalty: 3572.065674
	Iteration 129Q: 3 clusters Score -7288670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -7288674.000000 Penalty: 3572.065674
	Iteration 130Q: 3 clusters Score -7288674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -7288676.500000 Penalty: 3572.065674
	Iteration 131Q: 3 clusters Score -7288676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -7288682.000000 Penalty: 3572.065674
	Iteration 132Q: 3 clusters Score -7288682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -7288677.000000 Penalty: 3572.065674
	Iteration 133Q: 3 clusters Score -7288677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -7288688.000000 Penalty: 3572.065674
	Iteration 134Q: 3 clusters Score -7288688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -7288690.000000 Penalty: 3572.065674
	Iteration 135Q: 3 clusters Score -7288690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -7288705.500000 Penalty: 3572.065674
	Iteration 136Q: 3 clusters Score -7288706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -7288692.000000 Penalty: 3572.065674
	Iteration 137Q: 3 clusters Score -7288692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -7288690.000000 Penalty: 3572.065674
	Iteration 138Q: 3 clusters Score -7288690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -7288695.000000 Penalty: 3572.065674
	Iteration 139Q: 3 clusters Score -7288695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -7288683.500000 Penalty: 3572.065674
	Iteration 140F: 3 clusters Score -7288684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -7288687.000000 Penalty: 3572.065674
	Iteration 141Q: 3 clusters Score -7288687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -7288684.500000 Penalty: 3572.065674
	Iteration 142Q: 3 clusters Score -7288684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -7288687.500000 Penalty: 3572.065674
	Iteration 143Q: 3 clusters Score -7288688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -7288684.500000 Penalty: 3572.065674
	Iteration 144Q: 3 clusters Score -7288684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -7288693.500000 Penalty: 3572.065674
	Iteration 145Q: 3 clusters Score -7288694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -7288693.500000 Penalty: 3572.065674
	Iteration 146Q: 3 clusters Score -7288694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -7288689.000000 Penalty: 3572.065674
	Iteration 147Q: 3 clusters Score -7288689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -7288690.500000 Penalty: 3572.065674
	Iteration 148Q: 3 clusters Score -7288690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -7288696.500000 Penalty: 3572.065674
	Iteration 149Q: 3 clusters Score -7288696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -7288694.500000 Penalty: 3572.065674
	Iteration 150Q: 3 clusters Score -7288694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -7288692.500000 Penalty: 3572.065674
	Iteration 151Q: 3 clusters Score -7288692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -7288694.500000 Penalty: 3572.065674
	Iteration 152Q: 3 clusters Score -7288694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -7288699.500000 Penalty: 3572.065674
	Iteration 153Q: 3 clusters Score -7288700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -7288695.000000 Penalty: 3572.065674
	Iteration 154Q: 3 clusters Score -7288695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -7288698.000000 Penalty: 3572.065674
	Iteration 155Q: 3 clusters Score -7288698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -7288697.500000 Penalty: 3572.065674
	Iteration 156Q: 3 clusters Score -7288698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -7288693.500000 Penalty: 3572.065674
	Iteration 157Q: 3 clusters Score -7288694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -7288693.000000 Penalty: 3572.065674
	Iteration 158Q: 3 clusters Score -7288693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -7288689.500000 Penalty: 3572.065674
	Iteration 159Q: 3 clusters Score -7288690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -7288694.000000 Penalty: 3572.065674
	Iteration 160F: 3 clusters Score -7288694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Entering Unmasked Estep 
Score: -542387.750000 Penalty: 1375.366333
	Iteration 0F: 2 clusters Score -542387.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -538715.875000 Penalty: 2750.732666
	Iteration 0F: 3 clusters Score -538715.9 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -540629.625000 Penalty: 2750.732666
	Iteration 1F: 3 clusters Score -540629.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -541479.750000 Penalty: 2750.732666
	Iteration 2F: 3 clusters Score -541479.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -541998.000000 Penalty: 2750.732666
	Iteration 3F: 3 clusters Score -541998 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -542311.437500 Penalty: 2750.732666
	Iteration 4F: 3 clusters Score -542311.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -542500.125000 Penalty: 2750.732666
	Iteration 5Q: 3 clusters Score -542500.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -542589.812500 Penalty: 2750.732666
	Iteration 6Q: 3 clusters Score -542589.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -542632.187500 Penalty: 2750.732666
	Iteration 7Q: 3 clusters Score -542632.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -542654.375000 Penalty: 2750.732666
	Iteration 8Q: 3 clusters Score -542654.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -542672.750000 Penalty: 2750.732666
	Iteration 9Q: 3 clusters Score -542672.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -542686.750000 Penalty: 2750.732666
	Iteration 10Q: 3 clusters Score -542686.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -542697.562500 Penalty: 2750.732666
	Iteration 11Q: 3 clusters Score -542697.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -542705.125000 Penalty: 2750.732666
	Iteration 12Q: 3 clusters Score -542705.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -542712.125000 Penalty: 2750.732666
	Iteration 13Q: 3 clusters Score -542712.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -542718.437500 Penalty: 2750.732666
	Iteration 14Q: 3 clusters Score -542718.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -542722.875000 Penalty: 2750.732666
	Iteration 15Q: 3 clusters Score -542722.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -542726.375000 Penalty: 2750.732666
	Iteration 16Q: 3 clusters Score -542726.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -542729.750000 Penalty: 2750.732666
	Iteration 17Q: 3 clusters Score -542729.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -542733.812500 Penalty: 2750.732666
	Iteration 18Q: 3 clusters Score -542733.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -542736.250000 Penalty: 2750.732666
	Iteration 19Q: 3 clusters Score -542736.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -542738.625000 Penalty: 2750.732666
	Iteration 20F: 3 clusters Score -542738.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -542740.687500 Penalty: 2750.732666
	Iteration 21Q: 3 clusters Score -542740.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -542746.000000 Penalty: 2750.732666
	Iteration 22Q: 3 clusters Score -542746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -542763.562500 Penalty: 2750.732666
	Iteration 23Q: 3 clusters Score -542763.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -542798.062500 Penalty: 2750.732666
	Iteration 24Q: 3 clusters Score -542798.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -542874.125000 Penalty: 2750.732666
	Iteration 25Q: 3 clusters Score -542874.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -542916.437500 Penalty: 2750.732666
	Iteration 26Q: 3 clusters Score -542916.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -542930.625000 Penalty: 2750.732666
	Iteration 27Q: 3 clusters Score -542930.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -542940.562500 Penalty: 2750.732666
	Iteration 28Q: 3 clusters Score -542940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -542943.000000 Penalty: 2750.732666
	Iteration 29Q: 3 clusters Score -542943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -542945.250000 Penalty: 2750.732666
	Iteration 30Q: 3 clusters Score -542945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -542945.125000 Penalty: 2750.732666
	Iteration 31Q: 3 clusters Score -542945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -542947.000000 Penalty: 2750.732666
	Iteration 32Q: 3 clusters Score -542947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -542948.687500 Penalty: 2750.732666
	Iteration 33Q: 3 clusters Score -542948.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -542949.562500 Penalty: 2750.732666
	Iteration 34Q: 3 clusters Score -542949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -542951.437500 Penalty: 2750.732666
	Iteration 35Q: 3 clusters Score -542951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -542951.562500 Penalty: 2750.732666
	Iteration 36Q: 3 clusters Score -542951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -542951.812500 Penalty: 2750.732666
	Iteration 37Q: 3 clusters Score -542951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -542951.812500 Penalty: 2750.732666
	Iteration 38F: 3 clusters Score -542951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 159910 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 130165 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 17155 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 123005 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 21 contains 155108 members 
Entering Unmasked Estep 
Score: -102023376.000000 Penalty: 44338.437500
Splitting cluster 6 changes total score from -102018656.000000 to -102023376.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 7 (3336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Entering Unmasked Estep 
Score: -372942.281250 Penalty: 1318.285767
	Iteration 0F: 2 clusters Score -372942.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -370109.187500 Penalty: 2636.571533
	Iteration 0F: 3 clusters Score -370109.2 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -371027.781250 Penalty: 2636.571533
	Iteration 1F: 3 clusters Score -371027.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -371379.843750 Penalty: 2636.571533
	Iteration 2F: 3 clusters Score -371379.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -371619.843750 Penalty: 2636.571533
	Iteration 3F: 3 clusters Score -371619.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -371758.937500 Penalty: 2636.571533
	Iteration 4F: 3 clusters Score -371758.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -371841.406250 Penalty: 2636.571533
	Iteration 5Q: 3 clusters Score -371841.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -371893.468750 Penalty: 2636.571533
	Iteration 6Q: 3 clusters Score -371893.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -371929.281250 Penalty: 2636.571533
	Iteration 7Q: 3 clusters Score -371929.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -371954.343750 Penalty: 2636.571533
	Iteration 8Q: 3 clusters Score -371954.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -371978.656250 Penalty: 2636.571533
	Iteration 9Q: 3 clusters Score -371978.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -371994.187500 Penalty: 2636.571533
	Iteration 10Q: 3 clusters Score -371994.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -372005.843750 Penalty: 2636.571533
	Iteration 11Q: 3 clusters Score -372005.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -372022.437500 Penalty: 2636.571533
	Iteration 12Q: 3 clusters Score -372022.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -372035.375000 Penalty: 2636.571533
	Iteration 13Q: 3 clusters Score -372035.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -372047.812500 Penalty: 2636.571533
	Iteration 14Q: 3 clusters Score -372047.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -372053.812500 Penalty: 2636.571533
	Iteration 15Q: 3 clusters Score -372053.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -372060.812500 Penalty: 2636.571533
	Iteration 16Q: 3 clusters Score -372060.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -372067.375000 Penalty: 2636.571533
	Iteration 17Q: 3 clusters Score -372067.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -372075.250000 Penalty: 2636.571533
	Iteration 18Q: 3 clusters Score -372075.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -372082.218750 Penalty: 2636.571533
	Iteration 19Q: 3 clusters Score -372082.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -372085.250000 Penalty: 2636.571533
	Iteration 20F: 3 clusters Score -372085.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -372092.031250 Penalty: 2636.571533
	Iteration 21Q: 3 clusters Score -372092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -372098.593750 Penalty: 2636.571533
	Iteration 22Q: 3 clusters Score -372098.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -372103.062500 Penalty: 2636.571533
	Iteration 23Q: 3 clusters Score -372103.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -372107.562500 Penalty: 2636.571533
	Iteration 24Q: 3 clusters Score -372107.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -372112.343750 Penalty: 2636.571533
	Iteration 25Q: 3 clusters Score -372112.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -372123.187500 Penalty: 2636.571533
	Iteration 26Q: 3 clusters Score -372123.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -372133.656250 Penalty: 2636.571533
	Iteration 27Q: 3 clusters Score -372133.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -372145.656250 Penalty: 2636.571533
	Iteration 28Q: 3 clusters Score -372145.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -372156.250000 Penalty: 2636.571533
	Iteration 29Q: 3 clusters Score -372156.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -372179.843750 Penalty: 2636.571533
	Iteration 30Q: 3 clusters Score -372179.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -372218.937500 Penalty: 2636.571533
	Iteration 31Q: 3 clusters Score -372218.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -372292.062500 Penalty: 2636.571533
	Iteration 32Q: 3 clusters Score -372292.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -372495.218750 Penalty: 2636.571533
	Iteration 33Q: 3 clusters Score -372495.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -372792.968750 Penalty: 2636.571533
	Iteration 34Q: 3 clusters Score -372793 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -372904.062500 Penalty: 2636.571533
	Iteration 35Q: 3 clusters Score -372904.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -372940.187500 Penalty: 2636.571533
	Iteration 36Q: 3 clusters Score -372940.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -372967.656250 Penalty: 2636.571533
	Iteration 37Q: 3 clusters Score -372967.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -372981.875000 Penalty: 2636.571533
	Iteration 38Q: 3 clusters Score -372981.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -372990.562500 Penalty: 2636.571533
	Iteration 39Q: 3 clusters Score -372990.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -373002.187500 Penalty: 2636.571533
	Iteration 40F: 3 clusters Score -373002.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -373019.500000 Penalty: 2636.571533
	Iteration 41Q: 3 clusters Score -373019.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -373026.531250 Penalty: 2636.571533
	Iteration 42Q: 3 clusters Score -373026.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -373031.343750 Penalty: 2636.571533
	Iteration 43Q: 3 clusters Score -373031.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -373033.156250 Penalty: 2636.571533
	Iteration 44Q: 3 clusters Score -373033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -373033.250000 Penalty: 2636.571533
	Iteration 45Q: 3 clusters Score -373033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -373034.781250 Penalty: 2636.571533
	Iteration 46Q: 3 clusters Score -373034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -373035.312500 Penalty: 2636.571533
	Iteration 47Q: 3 clusters Score -373035.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -373035.218750 Penalty: 2636.571533
	Iteration 48Q: 3 clusters Score -373035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -373035.218750 Penalty: 2636.571533
	Iteration 49F: 3 clusters Score -373035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 159910 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 130165 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 17155 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 123005 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 155108 members 
Entering Unmasked Estep 
Score: -102022528.000000 Penalty: 46555.359375
Splitting cluster 7 changes total score from -102018656.000000 to -102022528.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (10695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Entering Unmasked Estep 
Score: -1281674.750000 Penalty: 1507.598877
	Iteration 0F: 2 clusters Score -1281675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1274110.750000 Penalty: 3015.197754
	Iteration 0F: 3 clusters Score -1274111 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1276804.500000 Penalty: 3015.197754
	Iteration 1F: 3 clusters Score -1276804 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1277345.125000 Penalty: 3015.197754
	Iteration 2F: 3 clusters Score -1277345 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1277909.375000 Penalty: 3015.197754
	Iteration 3F: 3 clusters Score -1277909 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1278644.625000 Penalty: 3015.197754
	Iteration 4F: 3 clusters Score -1278645 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1279466.625000 Penalty: 3015.197754
	Iteration 5F: 3 clusters Score -1279467 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1280203.375000 Penalty: 3015.197754
	Iteration 6F: 3 clusters Score -1280203 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1280699.750000 Penalty: 3015.197754
	Iteration 7F: 3 clusters Score -1280700 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1280994.625000 Penalty: 3015.197754
	Iteration 8Q: 3 clusters Score -1280995 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1281147.750000 Penalty: 3015.197754
	Iteration 9Q: 3 clusters Score -1281148 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1281227.375000 Penalty: 3015.197754
	Iteration 10Q: 3 clusters Score -1281227 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1281278.250000 Penalty: 3015.197754
	Iteration 11Q: 3 clusters Score -1281278 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1281314.375000 Penalty: 3015.197754
	Iteration 12Q: 3 clusters Score -1281314 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1281339.500000 Penalty: 3015.197754
	Iteration 13Q: 3 clusters Score -1281340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1281351.500000 Penalty: 3015.197754
	Iteration 14Q: 3 clusters Score -1281352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1281362.000000 Penalty: 3015.197754
	Iteration 15Q: 3 clusters Score -1281362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1281372.500000 Penalty: 3015.197754
	Iteration 16Q: 3 clusters Score -1281372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1281383.375000 Penalty: 3015.197754
	Iteration 17Q: 3 clusters Score -1281383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1281386.500000 Penalty: 3015.197754
	Iteration 18Q: 3 clusters Score -1281386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1281388.375000 Penalty: 3015.197754
	Iteration 19Q: 3 clusters Score -1281388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1281389.625000 Penalty: 3015.197754
	Iteration 20F: 3 clusters Score -1281390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1281392.500000 Penalty: 3015.197754
	Iteration 21Q: 3 clusters Score -1281392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1281392.250000 Penalty: 3015.197754
	Iteration 22Q: 3 clusters Score -1281392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1281391.500000 Penalty: 3015.197754
	Iteration 23Q: 3 clusters Score -1281392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1281392.000000 Penalty: 3015.197754
	Iteration 24Q: 3 clusters Score -1281392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1281393.500000 Penalty: 3015.197754
	Iteration 25Q: 3 clusters Score -1281394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1281393.375000 Penalty: 3015.197754
	Iteration 26Q: 3 clusters Score -1281393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1281393.875000 Penalty: 3015.197754
	Iteration 27Q: 3 clusters Score -1281394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1281395.000000 Penalty: 3015.197754
	Iteration 28Q: 3 clusters Score -1281395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1281395.750000 Penalty: 3015.197754
	Iteration 29Q: 3 clusters Score -1281396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1281396.000000 Penalty: 3015.197754
	Iteration 30Q: 3 clusters Score -1281396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1281395.250000 Penalty: 3015.197754
	Iteration 31Q: 3 clusters Score -1281395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1281395.250000 Penalty: 3015.197754
	Iteration 32F: 3 clusters Score -1281395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159910 members 
Entering Unmasked Estep 
Score: -20047196.000000 Penalty: 1947.134521
	Iteration 0F: 2 clusters Score -2.00472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -20036000.000000 Penalty: 3894.269043
	Iteration 0F: 3 clusters Score -2.0036e+07 nChanged 77159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -20081950.000000 Penalty: 3894.269043
	Iteration 1F: 3 clusters Score -2.008195e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 84240 members 
Entering Unmasked Estep 
Score: -20083780.000000 Penalty: 3894.269043
	Iteration 2Q: 3 clusters Score -2.008378e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 86341 members 
Entering Unmasked Estep 
Score: -20086206.000000 Penalty: 3894.269043
	Iteration 3Q: 3 clusters Score -2.008621e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -20089534.000000 Penalty: 3894.269043
	Iteration 4Q: 3 clusters Score -2.008953e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 96121 members 
Entering Unmasked Estep 
Score: -20091782.000000 Penalty: 3894.269043
	Iteration 5F: 3 clusters Score -2.009178e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 102370 members 
Entering Unmasked Estep 
Score: -20089878.000000 Penalty: 3894.269043
	Iteration 6F: 3 clusters Score -2.008988e+07 nChanged 13547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 103633 members 
Entering Unmasked Estep 
Score: -20093570.000000 Penalty: 3894.269043
	Iteration 7F: 3 clusters Score -2.009357e+07 nChanged 13196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 101399 members 
Entering Unmasked Estep 
Score: -20101684.000000 Penalty: 3894.269043
	Iteration 8F: 3 clusters Score -2.010168e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 99233 members 
Entering Unmasked Estep 
Score: -20106302.000000 Penalty: 3894.269043
	Iteration 9F: 3 clusters Score -2.01063e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -20107694.000000 Penalty: 3894.269043
	Iteration 10Q: 3 clusters Score -2.010769e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -20108156.000000 Penalty: 3894.269043
	Iteration 11Q: 3 clusters Score -2.010816e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -20108138.000000 Penalty: 3894.269043
	Iteration 12Q: 3 clusters Score -2.010814e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -20107944.000000 Penalty: 3894.269043
	Iteration 13Q: 3 clusters Score -2.010794e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -20107826.000000 Penalty: 3894.269043
	Iteration 14Q: 3 clusters Score -2.010783e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -20107642.000000 Penalty: 3894.269043
	Iteration 15Q: 3 clusters Score -2.010764e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -20107650.000000 Penalty: 3894.269043
	Iteration 16Q: 3 clusters Score -2.010765e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -20107328.000000 Penalty: 3894.269043
	Iteration 17Q: 3 clusters Score -2.010733e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -20107186.000000 Penalty: 3894.269043
	Iteration 18Q: 3 clusters Score -2.010719e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 97574 members 
Entering Unmasked Estep 
Score: -20106950.000000 Penalty: 3894.269043
	Iteration 19Q: 3 clusters Score -2.010695e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -20106824.000000 Penalty: 3894.269043
	Iteration 20F: 3 clusters Score -2.010682e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 97694 members 
Entering Unmasked Estep 
Score: -20106756.000000 Penalty: 3894.269043
	Iteration 21Q: 3 clusters Score -2.010676e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -20106618.000000 Penalty: 3894.269043
	Iteration 22Q: 3 clusters Score -2.010662e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 97749 members 
Entering Unmasked Estep 
Score: -20106660.000000 Penalty: 3894.269043
	Iteration 23Q: 3 clusters Score -2.010666e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -20106766.000000 Penalty: 3894.269043
	Iteration 24Q: 3 clusters Score -2.010677e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 97680 members 
Entering Unmasked Estep 
Score: -20107004.000000 Penalty: 3894.269043
	Iteration 25Q: 3 clusters Score -2.0107e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 97677 members 
Entering Unmasked Estep 
Score: -20106990.000000 Penalty: 3894.269043
	Iteration 26Q: 3 clusters Score -2.010699e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -20107056.000000 Penalty: 3894.269043
	Iteration 27Q: 3 clusters Score -2.010706e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 97591 members 
Entering Unmasked Estep 
Score: -20107132.000000 Penalty: 3894.269043
	Iteration 28Q: 3 clusters Score -2.010713e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 97621 members 
Entering Unmasked Estep 
Score: -20107218.000000 Penalty: 3894.269043
	Iteration 29Q: 3 clusters Score -2.010722e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -20107264.000000 Penalty: 3894.269043
	Iteration 30Q: 3 clusters Score -2.010726e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 97729 members 
Entering Unmasked Estep 
Score: -20107244.000000 Penalty: 3894.269043
	Iteration 31Q: 3 clusters Score -2.010724e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 97788 members 
Entering Unmasked Estep 
Score: -20107316.000000 Penalty: 3894.269043
	Iteration 32Q: 3 clusters Score -2.010732e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -20107382.000000 Penalty: 3894.269043
	Iteration 33Q: 3 clusters Score -2.010738e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -20107454.000000 Penalty: 3894.269043
	Iteration 34Q: 3 clusters Score -2.010745e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -20107516.000000 Penalty: 3894.269043
	Iteration 35Q: 3 clusters Score -2.010752e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 97824 members 
Entering Unmasked Estep 
Score: -20107620.000000 Penalty: 3894.269043
	Iteration 36Q: 3 clusters Score -2.010762e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
Score: -20107778.000000 Penalty: 3894.269043
	Iteration 37Q: 3 clusters Score -2.010778e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -20107836.000000 Penalty: 3894.269043
	Iteration 38Q: 3 clusters Score -2.010784e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 97844 members 
Entering Unmasked Estep 
Score: -20107980.000000 Penalty: 3894.269043
	Iteration 39Q: 3 clusters Score -2.010798e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
Score: -20107968.000000 Penalty: 3894.269043
	Iteration 40F: 3 clusters Score -2.010797e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 97945 members 
Entering Unmasked Estep 
Score: -20108038.000000 Penalty: 3894.269043
	Iteration 41Q: 3 clusters Score -2.010804e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -20108058.000000 Penalty: 3894.269043
	Iteration 42Q: 3 clusters Score -2.010806e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -20108098.000000 Penalty: 3894.269043
	Iteration 43Q: 3 clusters Score -2.01081e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -20108152.000000 Penalty: 3894.269043
	Iteration 44Q: 3 clusters Score -2.010815e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 98083 members 
Entering Unmasked Estep 
Score: -20108356.000000 Penalty: 3894.269043
	Iteration 45Q: 3 clusters Score -2.010836e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -20108500.000000 Penalty: 3894.269043
	Iteration 46Q: 3 clusters Score -2.01085e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 98055 members 
Entering Unmasked Estep 
Score: -20108610.000000 Penalty: 3894.269043
	Iteration 47Q: 3 clusters Score -2.010861e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -20108790.000000 Penalty: 3894.269043
	Iteration 48Q: 3 clusters Score -2.010879e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -20108968.000000 Penalty: 3894.269043
	Iteration 49Q: 3 clusters Score -2.010897e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
Score: -20109170.000000 Penalty: 3894.269043
	Iteration 50Q: 3 clusters Score -2.010917e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -20109286.000000 Penalty: 3894.269043
	Iteration 51Q: 3 clusters Score -2.010929e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 97898 members 
Entering Unmasked Estep 
Score: -20109476.000000 Penalty: 3894.269043
	Iteration 52Q: 3 clusters Score -2.010948e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 97880 members 
Entering Unmasked Estep 
Score: -20109628.000000 Penalty: 3894.269043
	Iteration 53Q: 3 clusters Score -2.010963e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -20109850.000000 Penalty: 3894.269043
	Iteration 54Q: 3 clusters Score -2.010985e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -20110012.000000 Penalty: 3894.269043
	Iteration 55Q: 3 clusters Score -2.011001e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -20110184.000000 Penalty: 3894.269043
	Iteration 56Q: 3 clusters Score -2.011018e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 97743 members 
Entering Unmasked Estep 
Score: -20110362.000000 Penalty: 3894.269043
	Iteration 57Q: 3 clusters Score -2.011036e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -20110482.000000 Penalty: 3894.269043
	Iteration 58Q: 3 clusters Score -2.011048e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -20110530.000000 Penalty: 3894.269043
	Iteration 59Q: 3 clusters Score -2.011053e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 97757 members 
Entering Unmasked Estep 
Score: -20110638.000000 Penalty: 3894.269043
	Iteration 60F: 3 clusters Score -2.011064e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -20110686.000000 Penalty: 3894.269043
	Iteration 61Q: 3 clusters Score -2.011069e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -20110748.000000 Penalty: 3894.269043
	Iteration 62Q: 3 clusters Score -2.011075e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -20110786.000000 Penalty: 3894.269043
	Iteration 63Q: 3 clusters Score -2.011079e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 97860 members 
Entering Unmasked Estep 
Score: -20110908.000000 Penalty: 3894.269043
	Iteration 64Q: 3 clusters Score -2.011091e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 97830 members 
Entering Unmasked Estep 
Score: -20111052.000000 Penalty: 3894.269043
	Iteration 65Q: 3 clusters Score -2.011105e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 97785 members 
Entering Unmasked Estep 
Score: -20111204.000000 Penalty: 3894.269043
	Iteration 66Q: 3 clusters Score -2.01112e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -20111398.000000 Penalty: 3894.269043
	Iteration 67Q: 3 clusters Score -2.01114e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -20111616.000000 Penalty: 3894.269043
	Iteration 68Q: 3 clusters Score -2.011162e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -20111844.000000 Penalty: 3894.269043
	Iteration 69Q: 3 clusters Score -2.011184e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -20111908.000000 Penalty: 3894.269043
	Iteration 70Q: 3 clusters Score -2.011191e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 97636 members 
Entering Unmasked Estep 
Score: -20112026.000000 Penalty: 3894.269043
	Iteration 71Q: 3 clusters Score -2.011203e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -20112138.000000 Penalty: 3894.269043
	Iteration 72Q: 3 clusters Score -2.011214e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 97676 members 
Entering Unmasked Estep 
Score: -20112246.000000 Penalty: 3894.269043
	Iteration 73Q: 3 clusters Score -2.011225e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -20112302.000000 Penalty: 3894.269043
	Iteration 74Q: 3 clusters Score -2.01123e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 97708 members 
Entering Unmasked Estep 
Score: -20112412.000000 Penalty: 3894.269043
	Iteration 75Q: 3 clusters Score -2.011241e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -20112466.000000 Penalty: 3894.269043
	Iteration 76Q: 3 clusters Score -2.011247e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -20112514.000000 Penalty: 3894.269043
	Iteration 77Q: 3 clusters Score -2.011251e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -20112658.000000 Penalty: 3894.269043
	Iteration 78Q: 3 clusters Score -2.011266e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 97749 members 
Entering Unmasked Estep 
Score: -20112736.000000 Penalty: 3894.269043
	Iteration 79Q: 3 clusters Score -2.011274e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -20112814.000000 Penalty: 3894.269043
	Iteration 80F: 3 clusters Score -2.011281e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -20112898.000000 Penalty: 3894.269043
	Iteration 81Q: 3 clusters Score -2.01129e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 97822 members 
Entering Unmasked Estep 
Score: -20113048.000000 Penalty: 3894.269043
	Iteration 82Q: 3 clusters Score -2.011305e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -20113148.000000 Penalty: 3894.269043
	Iteration 83Q: 3 clusters Score -2.011315e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -20113242.000000 Penalty: 3894.269043
	Iteration 84Q: 3 clusters Score -2.011324e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -20113392.000000 Penalty: 3894.269043
	Iteration 85Q: 3 clusters Score -2.011339e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -20113528.000000 Penalty: 3894.269043
	Iteration 86Q: 3 clusters Score -2.011353e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -20113600.000000 Penalty: 3894.269043
	Iteration 87Q: 3 clusters Score -2.01136e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 97772 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.011371e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -20113802.000000 Penalty: 3894.269043
	Iteration 89Q: 3 clusters Score -2.01138e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -20113854.000000 Penalty: 3894.269043
	Iteration 90Q: 3 clusters Score -2.011385e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 97757 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.011393e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -20113960.000000 Penalty: 3894.269043
	Iteration 92Q: 3 clusters Score -2.011396e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -20114030.000000 Penalty: 3894.269043
	Iteration 93Q: 3 clusters Score -2.011403e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 97802 members 
Entering Unmasked Estep 
Score: -20114096.000000 Penalty: 3894.269043
	Iteration 94Q: 3 clusters Score -2.01141e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 97848 members 
Entering Unmasked Estep 
Score: -20114106.000000 Penalty: 3894.269043
	Iteration 95Q: 3 clusters Score -2.011411e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -20114188.000000 Penalty: 3894.269043
	Iteration 96Q: 3 clusters Score -2.011419e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -20114206.000000 Penalty: 3894.269043
	Iteration 97Q: 3 clusters Score -2.011421e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 97879 members 
Entering Unmasked Estep 
Score: -20114262.000000 Penalty: 3894.269043
	Iteration 98Q: 3 clusters Score -2.011426e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 97875 members 
Entering Unmasked Estep 
Score: -20114318.000000 Penalty: 3894.269043
	Iteration 99Q: 3 clusters Score -2.011432e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -20114402.000000 Penalty: 3894.269043
	Iteration 100F: 3 clusters Score -2.01144e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 97919 members 
Entering Unmasked Estep 
Score: -20114418.000000 Penalty: 3894.269043
	Iteration 101Q: 3 clusters Score -2.011442e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -20114406.000000 Penalty: 3894.269043
	Iteration 102Q: 3 clusters Score -2.011441e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 97954 members 
Entering Unmasked Estep 
Score: -20114424.000000 Penalty: 3894.269043
	Iteration 103Q: 3 clusters Score -2.011442e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 97963 members 
Entering Unmasked Estep 
Score: -20114480.000000 Penalty: 3894.269043
	Iteration 104Q: 3 clusters Score -2.011448e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -20114510.000000 Penalty: 3894.269043
	Iteration 105Q: 3 clusters Score -2.011451e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -20114474.000000 Penalty: 3894.269043
	Iteration 106Q: 3 clusters Score -2.011447e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 98039 members 
Entering Unmasked Estep 
Score: -20114500.000000 Penalty: 3894.269043
	Iteration 107Q: 3 clusters Score -2.01145e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 98069 members 
Entering Unmasked Estep 
Score: -20114526.000000 Penalty: 3894.269043
	Iteration 108Q: 3 clusters Score -2.011453e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 98082 members 
Entering Unmasked Estep 
Score: -20114544.000000 Penalty: 3894.269043
	Iteration 109Q: 3 clusters Score -2.011454e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -20114550.000000 Penalty: 3894.269043
	Iteration 110Q: 3 clusters Score -2.011455e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -20114580.000000 Penalty: 3894.269043
	Iteration 111Q: 3 clusters Score -2.011458e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -20114634.000000 Penalty: 3894.269043
	Iteration 112Q: 3 clusters Score -2.011463e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -20114646.000000 Penalty: 3894.269043
	Iteration 113Q: 3 clusters Score -2.011465e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -20114718.000000 Penalty: 3894.269043
	Iteration 114Q: 3 clusters Score -2.011472e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -20114784.000000 Penalty: 3894.269043
	Iteration 115Q: 3 clusters Score -2.011478e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -20114796.000000 Penalty: 3894.269043
	Iteration 116Q: 3 clusters Score -2.01148e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -20114898.000000 Penalty: 3894.269043
	Iteration 117Q: 3 clusters Score -2.01149e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 98071 members 
Entering Unmasked Estep 
Score: -20114992.000000 Penalty: 3894.269043
	Iteration 118Q: 3 clusters Score -2.011499e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 98069 members 
Entering Unmasked Estep 
Score: -20115052.000000 Penalty: 3894.269043
	Iteration 119Q: 3 clusters Score -2.011505e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 98072 members 
Entering Unmasked Estep 
Score: -20115096.000000 Penalty: 3894.269043
	Iteration 120F: 3 clusters Score -2.01151e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -20115106.000000 Penalty: 3894.269043
	Iteration 121Q: 3 clusters Score -2.011511e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 98138 members 
Entering Unmasked Estep 
Score: -20115052.000000 Penalty: 3894.269043
	Iteration 122Q: 3 clusters Score -2.011505e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -20115130.000000 Penalty: 3894.269043
	Iteration 123Q: 3 clusters Score -2.011513e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -20115146.000000 Penalty: 3894.269043
	Iteration 124Q: 3 clusters Score -2.011515e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 98172 members 
Entering Unmasked Estep 
Score: -20115104.000000 Penalty: 3894.269043
	Iteration 125Q: 3 clusters Score -2.01151e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 98187 members 
Entering Unmasked Estep 
Score: -20115116.000000 Penalty: 3894.269043
	Iteration 126Q: 3 clusters Score -2.011512e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 98183 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.011515e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -20115150.000000 Penalty: 3894.269043
	Iteration 128Q: 3 clusters Score -2.011515e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -20115196.000000 Penalty: 3894.269043
	Iteration 129Q: 3 clusters Score -2.01152e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -20115250.000000 Penalty: 3894.269043
	Iteration 130Q: 3 clusters Score -2.011525e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.01153e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.011533e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 98218 members 
Entering Unmasked Estep 
Score: -20115354.000000 Penalty: 3894.269043
	Iteration 133Q: 3 clusters Score -2.011535e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.01154e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 98239 members 
Entering Unmasked Estep 
Score: -20115386.000000 Penalty: 3894.269043
	Iteration 135Q: 3 clusters Score -2.011539e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 98247 members 
Entering Unmasked Estep 
Score: -20115410.000000 Penalty: 3894.269043
	Iteration 136Q: 3 clusters Score -2.011541e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 98251 members 
Entering Unmasked Estep 
Score: -20115420.000000 Penalty: 3894.269043
	Iteration 137Q: 3 clusters Score -2.011542e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -20115448.000000 Penalty: 3894.269043
	Iteration 138Q: 3 clusters Score -2.011545e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 98262 members 
Entering Unmasked Estep 
Score: -20115438.000000 Penalty: 3894.269043
	Iteration 139Q: 3 clusters Score -2.011544e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -20115480.000000 Penalty: 3894.269043
	Iteration 140F: 3 clusters Score -2.011548e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -20115472.000000 Penalty: 3894.269043
	Iteration 141Q: 3 clusters Score -2.011547e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 98279 members 
Entering Unmasked Estep 
Score: -20115468.000000 Penalty: 3894.269043
	Iteration 142Q: 3 clusters Score -2.011547e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -20115504.000000 Penalty: 3894.269043
	Iteration 143Q: 3 clusters Score -2.01155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 98294 members 
Entering Unmasked Estep 
Score: -20115480.000000 Penalty: 3894.269043
	Iteration 144Q: 3 clusters Score -2.011548e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 98309 members 
Entering Unmasked Estep 
Score: -20115482.000000 Penalty: 3894.269043
	Iteration 145Q: 3 clusters Score -2.011548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 98317 members 
Entering Unmasked Estep 
Score: -20115480.000000 Penalty: 3894.269043
	Iteration 146Q: 3 clusters Score -2.011548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -20115470.000000 Penalty: 3894.269043
	Iteration 147Q: 3 clusters Score -2.011547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -20115494.000000 Penalty: 3894.269043
	Iteration 148Q: 3 clusters Score -2.011549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -20115508.000000 Penalty: 3894.269043
	Iteration 149Q: 3 clusters Score -2.011551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -20115488.000000 Penalty: 3894.269043
	Iteration 150Q: 3 clusters Score -2.011549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -20115528.000000 Penalty: 3894.269043
	Iteration 151Q: 3 clusters Score -2.011553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -20115524.000000 Penalty: 3894.269043
	Iteration 152Q: 3 clusters Score -2.011552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -20115522.000000 Penalty: 3894.269043
	Iteration 153Q: 3 clusters Score -2.011552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -20115518.000000 Penalty: 3894.269043
	Iteration 154Q: 3 clusters Score -2.011552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -20115512.000000 Penalty: 3894.269043
	Iteration 155Q: 3 clusters Score -2.011551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -20115516.000000 Penalty: 3894.269043
	Iteration 156Q: 3 clusters Score -2.011552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -20115520.000000 Penalty: 3894.269043
	Iteration 157Q: 3 clusters Score -2.011552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -20115520.000000 Penalty: 3894.269043
	Iteration 158Q: 3 clusters Score -2.011552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -20115538.000000 Penalty: 3894.269043
	Iteration 159Q: 3 clusters Score -2.011554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -20115548.000000 Penalty: 3894.269043
	Iteration 160F: 3 clusters Score -2.011555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 98353 members 
Entering Unmasked Estep 
Score: -20115552.000000 Penalty: 3894.269043
	Iteration 161Q: 3 clusters Score -2.011555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -20115544.000000 Penalty: 3894.269043
	Iteration 162Q: 3 clusters Score -2.011554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -20115542.000000 Penalty: 3894.269043
	Iteration 163Q: 3 clusters Score -2.011554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -20115546.000000 Penalty: 3894.269043
	Iteration 164Q: 3 clusters Score -2.011555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -20115544.000000 Penalty: 3894.269043
	Iteration 165Q: 3 clusters Score -2.011554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -20115558.000000 Penalty: 3894.269043
	Iteration 166Q: 3 clusters Score -2.011556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -20115554.000000 Penalty: 3894.269043
	Iteration 167Q: 3 clusters Score -2.011555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -20115538.000000 Penalty: 3894.269043
	Iteration 168Q: 3 clusters Score -2.011554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -20115538.000000 Penalty: 3894.269043
	Iteration 169F: 3 clusters Score -2.011554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 61558 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 130165 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 17155 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 123005 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 155108 members 
Mstep: Class 22 contains 98352 members 
Entering Unmasked Estep 
Score: -102089480.000000 Penalty: 48772.281250
Splitting cluster 9 changes total score from -102018656.000000 to -102089480.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (22524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Entering Unmasked Estep 
Score: -2705976.750000 Penalty: 1628.629761
	Iteration 0F: 2 clusters Score -2705977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2690626.500000 Penalty: 3257.259521
	Iteration 0F: 3 clusters Score -2690626 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2696397.500000 Penalty: 3257.259521
	Iteration 1F: 3 clusters Score -2696398 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2696724.250000 Penalty: 3257.259521
	Iteration 2Q: 3 clusters Score -2696724 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2697021.500000 Penalty: 3257.259521
	Iteration 3Q: 3 clusters Score -2697022 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2697347.750000 Penalty: 3257.259521
	Iteration 4Q: 3 clusters Score -2697348 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2697830.750000 Penalty: 3257.259521
	Iteration 5Q: 3 clusters Score -2697831 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2698595.250000 Penalty: 3257.259521
	Iteration 6F: 3 clusters Score -2698595 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2699715.500000 Penalty: 3257.259521
	Iteration 7F: 3 clusters Score -2699716 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2701031.000000 Penalty: 3257.259521
	Iteration 8F: 3 clusters Score -2701031 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2702287.000000 Penalty: 3257.259521
	Iteration 9F: 3 clusters Score -2702287 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2703281.000000 Penalty: 3257.259521
	Iteration 10F: 3 clusters Score -2703281 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2704074.000000 Penalty: 3257.259521
	Iteration 11Q: 3 clusters Score -2704074 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2704694.000000 Penalty: 3257.259521
	Iteration 12Q: 3 clusters Score -2704694 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2705093.250000 Penalty: 3257.259521
	Iteration 13Q: 3 clusters Score -2705093 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2705282.000000 Penalty: 3257.259521
	Iteration 14Q: 3 clusters Score -2705282 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2705367.250000 Penalty: 3257.259521
	Iteration 15Q: 3 clusters Score -2705367 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2705401.000000 Penalty: 3257.259521
	Iteration 16Q: 3 clusters Score -2705401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2705409.250000 Penalty: 3257.259521
	Iteration 17Q: 3 clusters Score -2705409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2705414.500000 Penalty: 3257.259521
	Iteration 18Q: 3 clusters Score -2705414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2705413.750000 Penalty: 3257.259521
	Iteration 19Q: 3 clusters Score -2705414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2705420.500000 Penalty: 3257.259521
	Iteration 20F: 3 clusters Score -2705420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2705426.250000 Penalty: 3257.259521
	Iteration 21Q: 3 clusters Score -2705426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2705425.750000 Penalty: 3257.259521
	Iteration 22Q: 3 clusters Score -2705426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2705425.500000 Penalty: 3257.259521
	Iteration 23Q: 3 clusters Score -2705426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2705425.500000 Penalty: 3257.259521
	Iteration 24Q: 3 clusters Score -2705426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2705425.500000 Penalty: 3257.259521
	Iteration 25Q: 3 clusters Score -2705426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2705430.250000 Penalty: 3257.259521
	Iteration 26Q: 3 clusters Score -2705430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2705431.500000 Penalty: 3257.259521
	Iteration 27Q: 3 clusters Score -2705432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2705436.000000 Penalty: 3257.259521
	Iteration 28Q: 3 clusters Score -2705436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2705440.750000 Penalty: 3257.259521
	Iteration 29Q: 3 clusters Score -2705441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2705440.500000 Penalty: 3257.259521
	Iteration 30Q: 3 clusters Score -2705440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2705444.250000 Penalty: 3257.259521
	Iteration 31Q: 3 clusters Score -2705444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2705439.000000 Penalty: 3257.259521
	Iteration 32Q: 3 clusters Score -2705439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2705439.000000 Penalty: 3257.259521
	Iteration 33F: 3 clusters Score -2705439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Entering Unmasked Estep 
Score: -396180.875000 Penalty: 1327.240845
	Iteration 0F: 2 clusters Score -396180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -393176.656250 Penalty: 2654.481689
	Iteration 0F: 3 clusters Score -393176.7 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -394199.500000 Penalty: 2654.481689
	Iteration 1F: 3 clusters Score -394199.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -394844.250000 Penalty: 2654.481689
	Iteration 2F: 3 clusters Score -394844.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -395810.593750 Penalty: 2654.481689
	Iteration 3F: 3 clusters Score -395810.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -396756.375000 Penalty: 2654.481689
	Iteration 4F: 3 clusters Score -396756.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -397093.093750 Penalty: 2654.481689
	Iteration 5F: 3 clusters Score -397093.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -397204.656250 Penalty: 2654.481689
	Iteration 6Q: 3 clusters Score -397204.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -397242.312500 Penalty: 2654.481689
	Iteration 7Q: 3 clusters Score -397242.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -397259.656250 Penalty: 2654.481689
	Iteration 8Q: 3 clusters Score -397259.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -397275.250000 Penalty: 2654.481689
	Iteration 9Q: 3 clusters Score -397275.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -397288.531250 Penalty: 2654.481689
	Iteration 10Q: 3 clusters Score -397288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -397290.468750 Penalty: 2654.481689
	Iteration 11Q: 3 clusters Score -397290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -397292.187500 Penalty: 2654.481689
	Iteration 12Q: 3 clusters Score -397292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -397292.625000 Penalty: 2654.481689
	Iteration 13Q: 3 clusters Score -397292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -397293.562500 Penalty: 2654.481689
	Iteration 14Q: 3 clusters Score -397293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -397295.187500 Penalty: 2654.481689
	Iteration 15Q: 3 clusters Score -397295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -397297.750000 Penalty: 2654.481689
	Iteration 16Q: 3 clusters Score -397297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -397297.687500 Penalty: 2654.481689
	Iteration 17Q: 3 clusters Score -397297.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -397297.687500 Penalty: 2654.481689
	Iteration 18F: 3 clusters Score -397297.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 61558 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 130165 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 17155 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 123005 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 155108 members 
Mstep: Class 22 contains 98352 members 
Mstep: Class 23 contains 2191 members 
Entering Unmasked Estep 
Score: -102089592.000000 Penalty: 50989.203125
Splitting cluster 11 changes total score from -102018656.000000 to -102089592.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (112865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112865 members 
Entering Unmasked Estep 
Score: -14024653.000000 Penalty: 1890.516479
	Iteration 0F: 2 clusters Score -1.402465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -13959678.000000 Penalty: 3781.032959
	Iteration 0F: 3 clusters Score -1.395968e+07 nChanged 54293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -13992216.000000 Penalty: 3781.032959
	Iteration 1F: 3 clusters Score -1.399222e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -13994367.000000 Penalty: 3781.032959
	Iteration 2Q: 3 clusters Score -1.399437e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -13997653.000000 Penalty: 3781.032959
	Iteration 3F: 3 clusters Score -1.399765e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -14001977.000000 Penalty: 3781.032959
	Iteration 4F: 3 clusters Score -1.400198e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -14007686.000000 Penalty: 3781.032959
	Iteration 5F: 3 clusters Score -1.400769e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -14013799.000000 Penalty: 3781.032959
	Iteration 6F: 3 clusters Score -1.40138e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -14018625.000000 Penalty: 3781.032959
	Iteration 7F: 3 clusters Score -1.401862e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -14022087.000000 Penalty: 3781.032959
	Iteration 8F: 3 clusters Score -1.402209e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -14023949.000000 Penalty: 3781.032959
	Iteration 9Q: 3 clusters Score -1.402395e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -14024798.000000 Penalty: 3781.032959
	Iteration 10Q: 3 clusters Score -1.40248e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -14025133.000000 Penalty: 3781.032959
	Iteration 11Q: 3 clusters Score -1.402513e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -14025442.000000 Penalty: 3781.032959
	Iteration 12Q: 3 clusters Score -1.402544e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 63979 members 
Entering Unmasked Estep 
Score: -14025610.000000 Penalty: 3781.032959
	Iteration 13Q: 3 clusters Score -1.402561e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -14025824.000000 Penalty: 3781.032959
	Iteration 14Q: 3 clusters Score -1.402582e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -14026050.000000 Penalty: 3781.032959
	Iteration 15Q: 3 clusters Score -1.402605e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -14026152.000000 Penalty: 3781.032959
	Iteration 16Q: 3 clusters Score -1.402615e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -14026362.000000 Penalty: 3781.032959
	Iteration 17Q: 3 clusters Score -1.402636e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 60824 members 
Entering Unmasked Estep 
Score: -14026539.000000 Penalty: 3781.032959
	Iteration 18Q: 3 clusters Score -1.402654e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -14026683.000000 Penalty: 3781.032959
	Iteration 19Q: 3 clusters Score -1.402668e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -14026713.000000 Penalty: 3781.032959
	Iteration 20F: 3 clusters Score -1.402671e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -14026870.000000 Penalty: 3781.032959
	Iteration 21Q: 3 clusters Score -1.402687e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -14026960.000000 Penalty: 3781.032959
	Iteration 22Q: 3 clusters Score -1.402696e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -14027129.000000 Penalty: 3781.032959
	Iteration 23Q: 3 clusters Score -1.402713e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -14027370.000000 Penalty: 3781.032959
	Iteration 24Q: 3 clusters Score -1.402737e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -14027545.000000 Penalty: 3781.032959
	Iteration 25Q: 3 clusters Score -1.402754e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -14027744.000000 Penalty: 3781.032959
	Iteration 26Q: 3 clusters Score -1.402774e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -14027987.000000 Penalty: 3781.032959
	Iteration 27Q: 3 clusters Score -1.402799e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -14028249.000000 Penalty: 3781.032959
	Iteration 28Q: 3 clusters Score -1.402825e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -14028634.000000 Penalty: 3781.032959
	Iteration 29Q: 3 clusters Score -1.402863e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -14028983.000000 Penalty: 3781.032959
	Iteration 30Q: 3 clusters Score -1.402898e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -14029425.000000 Penalty: 3781.032959
	Iteration 31Q: 3 clusters Score -1.402942e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -14029719.000000 Penalty: 3781.032959
	Iteration 32Q: 3 clusters Score -1.402972e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -14029895.000000 Penalty: 3781.032959
	Iteration 33Q: 3 clusters Score -1.40299e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -14030007.000000 Penalty: 3781.032959
	Iteration 34Q: 3 clusters Score -1.403001e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -14030198.000000 Penalty: 3781.032959
	Iteration 35Q: 3 clusters Score -1.40302e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -14030306.000000 Penalty: 3781.032959
	Iteration 36Q: 3 clusters Score -1.403031e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -14030453.000000 Penalty: 3781.032959
	Iteration 37Q: 3 clusters Score -1.403045e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -14030536.000000 Penalty: 3781.032959
	Iteration 38Q: 3 clusters Score -1.403054e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -14030672.000000 Penalty: 3781.032959
	Iteration 39Q: 3 clusters Score -1.403067e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -14030678.000000 Penalty: 3781.032959
	Iteration 40F: 3 clusters Score -1.403068e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -14030698.000000 Penalty: 3781.032959
	Iteration 41Q: 3 clusters Score -1.40307e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -14030702.000000 Penalty: 3781.032959
	Iteration 42Q: 3 clusters Score -1.40307e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -14030752.000000 Penalty: 3781.032959
	Iteration 43Q: 3 clusters Score -1.403075e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70821 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -14030816.000000 Penalty: 3781.032959
	Iteration 44Q: 3 clusters Score -1.403082e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -14030863.000000 Penalty: 3781.032959
	Iteration 45Q: 3 clusters Score -1.403086e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -14030907.000000 Penalty: 3781.032959
	Iteration 46Q: 3 clusters Score -1.403091e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -14030950.000000 Penalty: 3781.032959
	Iteration 47Q: 3 clusters Score -1.403095e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -14031064.000000 Penalty: 3781.032959
	Iteration 48Q: 3 clusters Score -1.403106e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -14031103.000000 Penalty: 3781.032959
	Iteration 49Q: 3 clusters Score -1.40311e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -14031188.000000 Penalty: 3781.032959
	Iteration 50Q: 3 clusters Score -1.403119e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -14031238.000000 Penalty: 3781.032959
	Iteration 51Q: 3 clusters Score -1.403124e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73989 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -14031342.000000 Penalty: 3781.032959
	Iteration 52Q: 3 clusters Score -1.403134e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -14031419.000000 Penalty: 3781.032959
	Iteration 53Q: 3 clusters Score -1.403142e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -14031439.000000 Penalty: 3781.032959
	Iteration 54Q: 3 clusters Score -1.403144e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -14031553.000000 Penalty: 3781.032959
	Iteration 55Q: 3 clusters Score -1.403155e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -14031680.000000 Penalty: 3781.032959
	Iteration 56Q: 3 clusters Score -1.403168e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76338 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -14031867.000000 Penalty: 3781.032959
	Iteration 57Q: 3 clusters Score -1.403187e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -14032034.000000 Penalty: 3781.032959
	Iteration 58Q: 3 clusters Score -1.403203e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -14032113.000000 Penalty: 3781.032959
	Iteration 59Q: 3 clusters Score -1.403211e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -14032199.000000 Penalty: 3781.032959
	Iteration 60F: 3 clusters Score -1.40322e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -14032304.000000 Penalty: 3781.032959
	Iteration 61Q: 3 clusters Score -1.40323e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -14032416.000000 Penalty: 3781.032959
	Iteration 62Q: 3 clusters Score -1.403242e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -14032420.000000 Penalty: 3781.032959
	Iteration 63Q: 3 clusters Score -1.403242e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -14032216.000000 Penalty: 3781.032959
	Iteration 64Q: 3 clusters Score -1.403222e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88871 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -14031993.000000 Penalty: 3781.032959
	Iteration 65Q: 3 clusters Score -1.403199e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -14031718.000000 Penalty: 3781.032959
	Iteration 66Q: 3 clusters Score -1.403172e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -14031198.000000 Penalty: 3781.032959
	Iteration 67Q: 3 clusters Score -1.40312e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -14030695.000000 Penalty: 3781.032959
	Iteration 68Q: 3 clusters Score -1.40307e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -14030200.000000 Penalty: 3781.032959
	Iteration 69Q: 3 clusters Score -1.40302e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -14029651.000000 Penalty: 3781.032959
	Iteration 70Q: 3 clusters Score -1.402965e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98528 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -14029348.000000 Penalty: 3781.032959
	Iteration 71Q: 3 clusters Score -1.402935e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -14028907.000000 Penalty: 3781.032959
	Iteration 72Q: 3 clusters Score -1.402891e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100483 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -14028602.000000 Penalty: 3781.032959
	Iteration 73Q: 3 clusters Score -1.40286e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -14028407.000000 Penalty: 3781.032959
	Iteration 74Q: 3 clusters Score -1.402841e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101945 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -14028231.000000 Penalty: 3781.032959
	Iteration 75Q: 3 clusters Score -1.402823e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -14028079.000000 Penalty: 3781.032959
	Iteration 76Q: 3 clusters Score -1.402808e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -14027931.000000 Penalty: 3781.032959
	Iteration 77Q: 3 clusters Score -1.402793e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103487 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -14027812.000000 Penalty: 3781.032959
	Iteration 78Q: 3 clusters Score -1.402781e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -14027744.000000 Penalty: 3781.032959
	Iteration 79Q: 3 clusters Score -1.402774e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -14028004.000000 Penalty: 3781.032959
	Iteration 80F: 3 clusters Score -1.4028e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104895 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -14027752.000000 Penalty: 3781.032959
	Iteration 81Q: 3 clusters Score -1.402775e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -14027375.000000 Penalty: 3781.032959
	Iteration 82Q: 3 clusters Score -1.402738e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -14027003.000000 Penalty: 3781.032959
	Iteration 83Q: 3 clusters Score -1.4027e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106560 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -14026673.000000 Penalty: 3781.032959
	Iteration 84Q: 3 clusters Score -1.402667e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106990 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -14026452.000000 Penalty: 3781.032959
	Iteration 85Q: 3 clusters Score -1.402645e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107372 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -14026275.000000 Penalty: 3781.032959
	Iteration 86Q: 3 clusters Score -1.402628e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -14026065.000000 Penalty: 3781.032959
	Iteration 87Q: 3 clusters Score -1.402606e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108037 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -14025894.000000 Penalty: 3781.032959
	Iteration 88Q: 3 clusters Score -1.402589e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108292 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -14025755.000000 Penalty: 3781.032959
	Iteration 89Q: 3 clusters Score -1.402576e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -14025608.000000 Penalty: 3781.032959
	Iteration 90Q: 3 clusters Score -1.402561e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108820 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -14025495.000000 Penalty: 3781.032959
	Iteration 91Q: 3 clusters Score -1.40255e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -14025388.000000 Penalty: 3781.032959
	Iteration 92Q: 3 clusters Score -1.402539e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -14025357.000000 Penalty: 3781.032959
	Iteration 93Q: 3 clusters Score -1.402536e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -14025277.000000 Penalty: 3781.032959
	Iteration 94Q: 3 clusters Score -1.402528e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109495 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -14025216.000000 Penalty: 3781.032959
	Iteration 95Q: 3 clusters Score -1.402522e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109631 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -14025158.000000 Penalty: 3781.032959
	Iteration 96Q: 3 clusters Score -1.402516e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109760 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -14025128.000000 Penalty: 3781.032959
	Iteration 97Q: 3 clusters Score -1.402513e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109875 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -14025108.000000 Penalty: 3781.032959
	Iteration 98Q: 3 clusters Score -1.402511e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -14025058.000000 Penalty: 3781.032959
	Iteration 99Q: 3 clusters Score -1.402506e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110065 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -14025026.000000 Penalty: 3781.032959
	Iteration 100F: 3 clusters Score -1.402503e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -14024986.000000 Penalty: 3781.032959
	Iteration 101Q: 3 clusters Score -1.402499e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -14024916.000000 Penalty: 3781.032959
	Iteration 102Q: 3 clusters Score -1.402492e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110270 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -14024895.000000 Penalty: 3781.032959
	Iteration 103Q: 3 clusters Score -1.40249e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110333 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -14024857.000000 Penalty: 3781.032959
	Iteration 104Q: 3 clusters Score -1.402486e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110379 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -14024820.000000 Penalty: 3781.032959
	Iteration 105Q: 3 clusters Score -1.402482e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110420 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -14024815.000000 Penalty: 3781.032959
	Iteration 106Q: 3 clusters Score -1.402482e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -14024810.000000 Penalty: 3781.032959
	Iteration 107Q: 3 clusters Score -1.402481e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110507 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -14024817.000000 Penalty: 3781.032959
	Iteration 108Q: 3 clusters Score -1.402482e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110545 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -14024805.000000 Penalty: 3781.032959
	Iteration 109Q: 3 clusters Score -1.40248e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -14024771.000000 Penalty: 3781.032959
	Iteration 110Q: 3 clusters Score -1.402477e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110613 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -14024765.000000 Penalty: 3781.032959
	Iteration 111Q: 3 clusters Score -1.402476e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110649 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -14024712.000000 Penalty: 3781.032959
	Iteration 112Q: 3 clusters Score -1.402471e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -14024700.000000 Penalty: 3781.032959
	Iteration 113Q: 3 clusters Score -1.40247e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -14024688.000000 Penalty: 3781.032959
	Iteration 114Q: 3 clusters Score -1.402469e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -14024675.000000 Penalty: 3781.032959
	Iteration 115Q: 3 clusters Score -1.402468e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110780 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -14024681.000000 Penalty: 3781.032959
	Iteration 116Q: 3 clusters Score -1.402468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110806 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -14024651.000000 Penalty: 3781.032959
	Iteration 117Q: 3 clusters Score -1.402465e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110835 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -14024647.000000 Penalty: 3781.032959
	Iteration 118Q: 3 clusters Score -1.402465e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110866 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -14024627.000000 Penalty: 3781.032959
	Iteration 119Q: 3 clusters Score -1.402463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110894 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -14024622.000000 Penalty: 3781.032959
	Iteration 120F: 3 clusters Score -1.402462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -14024618.000000 Penalty: 3781.032959
	Iteration 121Q: 3 clusters Score -1.402462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -14024619.000000 Penalty: 3781.032959
	Iteration 122Q: 3 clusters Score -1.402462e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110962 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -14024634.000000 Penalty: 3781.032959
	Iteration 123Q: 3 clusters Score -1.402463e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110979 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -14024627.000000 Penalty: 3781.032959
	Iteration 124Q: 3 clusters Score -1.402463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110993 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -14024624.000000 Penalty: 3781.032959
	Iteration 125Q: 3 clusters Score -1.402462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111005 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -14024618.000000 Penalty: 3781.032959
	Iteration 126Q: 3 clusters Score -1.402462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14024610.000000 Penalty: 3781.032959
	Iteration 127Q: 3 clusters Score -1.402461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14024606.000000 Penalty: 3781.032959
	Iteration 128Q: 3 clusters Score -1.402461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111015 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -14024617.000000 Penalty: 3781.032959
	Iteration 129Q: 3 clusters Score -1.402462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -14024614.000000 Penalty: 3781.032959
	Iteration 130Q: 3 clusters Score -1.402461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -14024611.000000 Penalty: 3781.032959
	Iteration 131Q: 3 clusters Score -1.402461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111024 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -14024606.000000 Penalty: 3781.032959
	Iteration 132Q: 3 clusters Score -1.402461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111033 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -14024607.000000 Penalty: 3781.032959
	Iteration 133Q: 3 clusters Score -1.402461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111038 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -14024607.000000 Penalty: 3781.032959
	Iteration 134Q: 3 clusters Score -1.402461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111046 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -14024607.000000 Penalty: 3781.032959
	Iteration 135Q: 3 clusters Score -1.402461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -14024598.000000 Penalty: 3781.032959
	Iteration 136Q: 3 clusters Score -1.40246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111056 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -14024583.000000 Penalty: 3781.032959
	Iteration 137Q: 3 clusters Score -1.402458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111057 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -14024593.000000 Penalty: 3781.032959
	Iteration 138Q: 3 clusters Score -1.402459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111058 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -14024594.000000 Penalty: 3781.032959
	Iteration 139Q: 3 clusters Score -1.402459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111058 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -14024594.000000 Penalty: 3781.032959
	Iteration 140F: 3 clusters Score -1.402459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (130165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130165 members 
Entering Unmasked Estep 
Score: -15942334.000000 Penalty: 1913.690674
	Iteration 0F: 2 clusters Score -1.594233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -15878485.000000 Penalty: 3827.381348
	Iteration 0F: 3 clusters Score -1.587848e+07 nChanged 62630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -15915026.000000 Penalty: 3827.381348
	Iteration 1F: 3 clusters Score -1.591503e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -15916504.000000 Penalty: 3827.381348
	Iteration 2Q: 3 clusters Score -1.59165e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -15919036.000000 Penalty: 3827.381348
	Iteration 3Q: 3 clusters Score -1.591904e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 83434 members 
Entering Unmasked Estep 
Score: -15923631.000000 Penalty: 3827.381348
	Iteration 4F: 3 clusters Score -1.592363e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 91742 members 
Entering Unmasked Estep 
Score: -15930010.000000 Penalty: 3827.381348
	Iteration 5F: 3 clusters Score -1.593001e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 101034 members 
Entering Unmasked Estep 
Score: -15935133.000000 Penalty: 3827.381348
	Iteration 6F: 3 clusters Score -1.593513e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 108451 members 
Entering Unmasked Estep 
Score: -15938174.000000 Penalty: 3827.381348
	Iteration 7F: 3 clusters Score -1.593817e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 112697 members 
Entering Unmasked Estep 
Score: -15939783.000000 Penalty: 3827.381348
	Iteration 8Q: 3 clusters Score -1.593978e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -15940405.000000 Penalty: 3827.381348
	Iteration 9Q: 3 clusters Score -1.59404e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -15940629.000000 Penalty: 3827.381348
	Iteration 10Q: 3 clusters Score -1.594063e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -15940712.000000 Penalty: 3827.381348
	Iteration 11Q: 3 clusters Score -1.594071e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 117245 members 
Entering Unmasked Estep 
Score: -15940693.000000 Penalty: 3827.381348
	Iteration 12Q: 3 clusters Score -1.594069e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 117797 members 
Entering Unmasked Estep 
Score: -15940718.000000 Penalty: 3827.381348
	Iteration 13Q: 3 clusters Score -1.594072e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 118307 members 
Entering Unmasked Estep 
Score: -15940717.000000 Penalty: 3827.381348
	Iteration 14Q: 3 clusters Score -1.594072e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 118794 members 
Entering Unmasked Estep 
Score: -15940783.000000 Penalty: 3827.381348
	Iteration 15Q: 3 clusters Score -1.594078e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 119265 members 
Entering Unmasked Estep 
Score: -15940794.000000 Penalty: 3827.381348
	Iteration 16Q: 3 clusters Score -1.594079e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 119694 members 
Entering Unmasked Estep 
Score: -15940926.000000 Penalty: 3827.381348
	Iteration 17Q: 3 clusters Score -1.594093e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -15941104.000000 Penalty: 3827.381348
	Iteration 18Q: 3 clusters Score -1.59411e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 120536 members 
Entering Unmasked Estep 
Score: -15941180.000000 Penalty: 3827.381348
	Iteration 19Q: 3 clusters Score -1.594118e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 120925 members 
Entering Unmasked Estep 
Score: -15941317.000000 Penalty: 3827.381348
	Iteration 20F: 3 clusters Score -1.594132e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 121279 members 
Entering Unmasked Estep 
Score: -15941438.000000 Penalty: 3827.381348
	Iteration 21Q: 3 clusters Score -1.594144e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 121616 members 
Entering Unmasked Estep 
Score: -15941637.000000 Penalty: 3827.381348
	Iteration 22Q: 3 clusters Score -1.594164e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 121955 members 
Entering Unmasked Estep 
Score: -15941764.000000 Penalty: 3827.381348
	Iteration 23Q: 3 clusters Score -1.594176e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 122279 members 
Entering Unmasked Estep 
Score: -15941842.000000 Penalty: 3827.381348
	Iteration 24Q: 3 clusters Score -1.594184e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 122563 members 
Entering Unmasked Estep 
Score: -15941905.000000 Penalty: 3827.381348
	Iteration 25Q: 3 clusters Score -1.59419e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 122844 members 
Entering Unmasked Estep 
Score: -15942039.000000 Penalty: 3827.381348
	Iteration 26Q: 3 clusters Score -1.594204e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -15942023.000000 Penalty: 3827.381348
	Iteration 27Q: 3 clusters Score -1.594202e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 123345 members 
Entering Unmasked Estep 
Score: -15942030.000000 Penalty: 3827.381348
	Iteration 28Q: 3 clusters Score -1.594203e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 123566 members 
Entering Unmasked Estep 
Score: -15942106.000000 Penalty: 3827.381348
	Iteration 29Q: 3 clusters Score -1.594211e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 123786 members 
Entering Unmasked Estep 
Score: -15942046.000000 Penalty: 3827.381348
	Iteration 30Q: 3 clusters Score -1.594205e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 123980 members 
Entering Unmasked Estep 
Score: -15942011.000000 Penalty: 3827.381348
	Iteration 31Q: 3 clusters Score -1.594201e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 124158 members 
Entering Unmasked Estep 
Score: -15941987.000000 Penalty: 3827.381348
	Iteration 32Q: 3 clusters Score -1.594199e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 124355 members 
Entering Unmasked Estep 
Score: -15941985.000000 Penalty: 3827.381348
	Iteration 33Q: 3 clusters Score -1.594198e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 124535 members 
Entering Unmasked Estep 
Score: -15942024.000000 Penalty: 3827.381348
	Iteration 34Q: 3 clusters Score -1.594202e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 124708 members 
Entering Unmasked Estep 
Score: -15942028.000000 Penalty: 3827.381348
	Iteration 35Q: 3 clusters Score -1.594203e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 124859 members 
Entering Unmasked Estep 
Score: -15941969.000000 Penalty: 3827.381348
	Iteration 36Q: 3 clusters Score -1.594197e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 124998 members 
Entering Unmasked Estep 
Score: -15941967.000000 Penalty: 3827.381348
	Iteration 37Q: 3 clusters Score -1.594197e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 125145 members 
Entering Unmasked Estep 
Score: -15941980.000000 Penalty: 3827.381348
	Iteration 38Q: 3 clusters Score -1.594198e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 125289 members 
Entering Unmasked Estep 
Score: -15942017.000000 Penalty: 3827.381348
	Iteration 39Q: 3 clusters Score -1.594202e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 125430 members 
Entering Unmasked Estep 
Score: -15942049.000000 Penalty: 3827.381348
	Iteration 40F: 3 clusters Score -1.594205e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 125561 members 
Entering Unmasked Estep 
Score: -15942059.000000 Penalty: 3827.381348
	Iteration 41Q: 3 clusters Score -1.594206e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 125687 members 
Entering Unmasked Estep 
Score: -15942073.000000 Penalty: 3827.381348
	Iteration 42Q: 3 clusters Score -1.594207e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 125780 members 
Entering Unmasked Estep 
Score: -15942025.000000 Penalty: 3827.381348
	Iteration 43Q: 3 clusters Score -1.594202e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 125876 members 
Entering Unmasked Estep 
Score: -15941959.000000 Penalty: 3827.381348
	Iteration 44Q: 3 clusters Score -1.594196e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 125956 members 
Entering Unmasked Estep 
Score: -15941933.000000 Penalty: 3827.381348
	Iteration 45Q: 3 clusters Score -1.594193e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 126030 members 
Entering Unmasked Estep 
Score: -15941914.000000 Penalty: 3827.381348
	Iteration 46Q: 3 clusters Score -1.594191e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 126101 members 
Entering Unmasked Estep 
Score: -15941889.000000 Penalty: 3827.381348
	Iteration 47Q: 3 clusters Score -1.594189e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 126195 members 
Entering Unmasked Estep 
Score: -15941925.000000 Penalty: 3827.381348
	Iteration 48Q: 3 clusters Score -1.594192e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 126290 members 
Entering Unmasked Estep 
Score: -15941949.000000 Penalty: 3827.381348
	Iteration 49Q: 3 clusters Score -1.594195e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 126422 members 
Entering Unmasked Estep 
Score: -15941951.000000 Penalty: 3827.381348
	Iteration 50Q: 3 clusters Score -1.594195e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 126569 members 
Entering Unmasked Estep 
Score: -15942013.000000 Penalty: 3827.381348
	Iteration 51Q: 3 clusters Score -1.594201e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 126714 members 
Entering Unmasked Estep 
Score: -15942140.000000 Penalty: 3827.381348
	Iteration 52Q: 3 clusters Score -1.594214e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 126841 members 
Entering Unmasked Estep 
Score: -15942177.000000 Penalty: 3827.381348
	Iteration 53Q: 3 clusters Score -1.594218e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 126963 members 
Entering Unmasked Estep 
Score: -15942186.000000 Penalty: 3827.381348
	Iteration 54Q: 3 clusters Score -1.594219e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 127091 members 
Entering Unmasked Estep 
Score: -15942283.000000 Penalty: 3827.381348
	Iteration 55Q: 3 clusters Score -1.594228e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 127204 members 
Entering Unmasked Estep 
Score: -15942356.000000 Penalty: 3827.381348
	Iteration 56Q: 3 clusters Score -1.594236e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 127304 members 
Entering Unmasked Estep 
Score: -15942393.000000 Penalty: 3827.381348
	Iteration 57Q: 3 clusters Score -1.594239e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 127389 members 
Entering Unmasked Estep 
Score: -15942429.000000 Penalty: 3827.381348
	Iteration 58Q: 3 clusters Score -1.594243e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 127457 members 
Entering Unmasked Estep 
Score: -15942443.000000 Penalty: 3827.381348
	Iteration 59Q: 3 clusters Score -1.594244e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 127521 members 
Entering Unmasked Estep 
Score: -15942519.000000 Penalty: 3827.381348
	Iteration 60F: 3 clusters Score -1.594252e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 127569 members 
Entering Unmasked Estep 
Score: -15942566.000000 Penalty: 3827.381348
	Iteration 61Q: 3 clusters Score -1.594257e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 127612 members 
Entering Unmasked Estep 
Score: -15942597.000000 Penalty: 3827.381348
	Iteration 62Q: 3 clusters Score -1.59426e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 127657 members 
Entering Unmasked Estep 
Score: -15942591.000000 Penalty: 3827.381348
	Iteration 63Q: 3 clusters Score -1.594259e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 127697 members 
Entering Unmasked Estep 
Score: -15942612.000000 Penalty: 3827.381348
	Iteration 64Q: 3 clusters Score -1.594261e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 127732 members 
Entering Unmasked Estep 
Score: -15942564.000000 Penalty: 3827.381348
	Iteration 65Q: 3 clusters Score -1.594256e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 127751 members 
Entering Unmasked Estep 
Score: -15942556.000000 Penalty: 3827.381348
	Iteration 66Q: 3 clusters Score -1.594256e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 127773 members 
Entering Unmasked Estep 
Score: -15942573.000000 Penalty: 3827.381348
	Iteration 67Q: 3 clusters Score -1.594257e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 127793 members 
Entering Unmasked Estep 
Score: -15942564.000000 Penalty: 3827.381348
	Iteration 68Q: 3 clusters Score -1.594256e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 127816 members 
Entering Unmasked Estep 
Score: -15942587.000000 Penalty: 3827.381348
	Iteration 69Q: 3 clusters Score -1.594259e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 127829 members 
Entering Unmasked Estep 
Score: -15942566.000000 Penalty: 3827.381348
	Iteration 70Q: 3 clusters Score -1.594257e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 127849 members 
Entering Unmasked Estep 
Score: -15942575.000000 Penalty: 3827.381348
	Iteration 71Q: 3 clusters Score -1.594258e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 127864 members 
Entering Unmasked Estep 
Score: -15942597.000000 Penalty: 3827.381348
	Iteration 72Q: 3 clusters Score -1.59426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 127876 members 
Entering Unmasked Estep 
Score: -15942587.000000 Penalty: 3827.381348
	Iteration 73Q: 3 clusters Score -1.594259e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 127876 members 
Entering Unmasked Estep 
Score: -15942599.000000 Penalty: 3827.381348
	Iteration 74Q: 3 clusters Score -1.59426e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 127876 members 
Entering Unmasked Estep 
Score: -15942630.000000 Penalty: 3827.381348
	Iteration 75Q: 3 clusters Score -1.594263e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 127880 members 
Entering Unmasked Estep 
Score: -15942610.000000 Penalty: 3827.381348
	Iteration 76Q: 3 clusters Score -1.594261e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 127875 members 
Entering Unmasked Estep 
Score: -15942616.000000 Penalty: 3827.381348
	Iteration 77Q: 3 clusters Score -1.594262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 127871 members 
Entering Unmasked Estep 
Score: -15942647.000000 Penalty: 3827.381348
	Iteration 78Q: 3 clusters Score -1.594265e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 127865 members 
Entering Unmasked Estep 
Score: -15942654.000000 Penalty: 3827.381348
	Iteration 79Q: 3 clusters Score -1.594265e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 127858 members 
Entering Unmasked Estep 
Score: -15942664.000000 Penalty: 3827.381348
	Iteration 80F: 3 clusters Score -1.594266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 127849 members 
Entering Unmasked Estep 
Score: -15942668.000000 Penalty: 3827.381348
	Iteration 81Q: 3 clusters Score -1.594267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 127837 members 
Entering Unmasked Estep 
Score: -15942699.000000 Penalty: 3827.381348
	Iteration 82Q: 3 clusters Score -1.59427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 127830 members 
Entering Unmasked Estep 
Score: -15942685.000000 Penalty: 3827.381348
	Iteration 83Q: 3 clusters Score -1.594268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 127832 members 
Entering Unmasked Estep 
Score: -15942699.000000 Penalty: 3827.381348
	Iteration 84Q: 3 clusters Score -1.59427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 127838 members 
Entering Unmasked Estep 
Score: -15942724.000000 Penalty: 3827.381348
	Iteration 85Q: 3 clusters Score -1.594272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 127839 members 
Entering Unmasked Estep 
Score: -15942714.000000 Penalty: 3827.381348
	Iteration 86Q: 3 clusters Score -1.594271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 127834 members 
Entering Unmasked Estep 
Score: -15942716.000000 Penalty: 3827.381348
	Iteration 87Q: 3 clusters Score -1.594272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 127828 members 
Entering Unmasked Estep 
Score: -15942745.000000 Penalty: 3827.381348
	Iteration 88Q: 3 clusters Score -1.594274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 127830 members 
Entering Unmasked Estep 
Score: -15942749.000000 Penalty: 3827.381348
	Iteration 89Q: 3 clusters Score -1.594275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 127831 members 
Entering Unmasked Estep 
Score: -15942727.000000 Penalty: 3827.381348
	Iteration 90Q: 3 clusters Score -1.594273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 127834 members 
Entering Unmasked Estep 
Score: -15942743.000000 Penalty: 3827.381348
	Iteration 91Q: 3 clusters Score -1.594274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -15942722.000000 Penalty: 3827.381348
	Iteration 92Q: 3 clusters Score -1.594272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 127834 members 
Entering Unmasked Estep 
Score: -15942713.000000 Penalty: 3827.381348
	Iteration 93Q: 3 clusters Score -1.594271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 127833 members 
Entering Unmasked Estep 
Score: -15942721.000000 Penalty: 3827.381348
	Iteration 94Q: 3 clusters Score -1.594272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 127829 members 
Entering Unmasked Estep 
Score: -15942722.000000 Penalty: 3827.381348
	Iteration 95Q: 3 clusters Score -1.594272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 127829 members 
Entering Unmasked Estep 
Score: -15942735.000000 Penalty: 3827.381348
	Iteration 96Q: 3 clusters Score -1.594274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 127827 members 
Entering Unmasked Estep 
Score: -15942732.000000 Penalty: 3827.381348
	Iteration 97Q: 3 clusters Score -1.594273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 127829 members 
Entering Unmasked Estep 
Score: -15942766.000000 Penalty: 3827.381348
	Iteration 98Q: 3 clusters Score -1.594277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -15942735.000000 Penalty: 3827.381348
	Iteration 99Q: 3 clusters Score -1.594274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 127838 members 
Entering Unmasked Estep 
Score: -15942728.000000 Penalty: 3827.381348
	Iteration 100F: 3 clusters Score -1.594273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 127833 members 
Entering Unmasked Estep 
Score: -15942772.000000 Penalty: 3827.381348
	Iteration 101Q: 3 clusters Score -1.594277e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 127826 members 
Entering Unmasked Estep 
Score: -15942728.000000 Penalty: 3827.381348
	Iteration 102Q: 3 clusters Score -1.594273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 127822 members 
Entering Unmasked Estep 
Score: -15942750.000000 Penalty: 3827.381348
	Iteration 103Q: 3 clusters Score -1.594275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 127820 members 
Entering Unmasked Estep 
Score: -15942774.000000 Penalty: 3827.381348
	Iteration 104Q: 3 clusters Score -1.594277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 127823 members 
Entering Unmasked Estep 
Score: -15942773.000000 Penalty: 3827.381348
	Iteration 105Q: 3 clusters Score -1.594277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 127825 members 
Entering Unmasked Estep 
Score: -15942746.000000 Penalty: 3827.381348
	Iteration 106Q: 3 clusters Score -1.594275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 127833 members 
Entering Unmasked Estep 
Score: -15942779.000000 Penalty: 3827.381348
	Iteration 107Q: 3 clusters Score -1.594278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 127831 members 
Entering Unmasked Estep 
Score: -15942776.000000 Penalty: 3827.381348
	Iteration 108Q: 3 clusters Score -1.594278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 127832 members 
Entering Unmasked Estep 
Score: -15942765.000000 Penalty: 3827.381348
	Iteration 109Q: 3 clusters Score -1.594276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -15942762.000000 Penalty: 3827.381348
	Iteration 110Q: 3 clusters Score -1.594276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 127842 members 
Entering Unmasked Estep 
Score: -15942779.000000 Penalty: 3827.381348
	Iteration 111Q: 3 clusters Score -1.594278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 127839 members 
Entering Unmasked Estep 
Score: -15942783.000000 Penalty: 3827.381348
	Iteration 112Q: 3 clusters Score -1.594278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 127840 members 
Entering Unmasked Estep 
Score: -15942782.000000 Penalty: 3827.381348
	Iteration 113Q: 3 clusters Score -1.594278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 127841 members 
Entering Unmasked Estep 
Score: -15942790.000000 Penalty: 3827.381348
	Iteration 114Q: 3 clusters Score -1.594279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 127839 members 
Entering Unmasked Estep 
Score: -15942795.000000 Penalty: 3827.381348
	Iteration 115Q: 3 clusters Score -1.59428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 127839 members 
Entering Unmasked Estep 
Score: -15942793.000000 Penalty: 3827.381348
	Iteration 116Q: 3 clusters Score -1.594279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -15942795.000000 Penalty: 3827.381348
	Iteration 117Q: 3 clusters Score -1.59428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 127832 members 
Entering Unmasked Estep 
Score: -15942798.000000 Penalty: 3827.381348
	Iteration 118Q: 3 clusters Score -1.59428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 127834 members 
Entering Unmasked Estep 
Score: -15942805.000000 Penalty: 3827.381348
	Iteration 119Q: 3 clusters Score -1.59428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 127830 members 
Entering Unmasked Estep 
Score: -15942806.000000 Penalty: 3827.381348
	Iteration 120F: 3 clusters Score -1.594281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 127829 members 
Entering Unmasked Estep 
Score: -15942796.000000 Penalty: 3827.381348
	Iteration 121Q: 3 clusters Score -1.59428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 127829 members 
Entering Unmasked Estep 
Score: -15942796.000000 Penalty: 3827.381348
	Iteration 122F: 3 clusters Score -1.59428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 61558 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 17155 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 123005 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 155108 members 
Mstep: Class 22 contains 98352 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 127829 members 
Entering Unmasked Estep 
Score: -102089904.000000 Penalty: 53206.125000
Splitting cluster 14 changes total score from -102018656.000000 to -102089904.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (17155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Entering Unmasked Estep 
Score: -2052393.000000 Penalty: 1584.382324
	Iteration 0F: 2 clusters Score -2052393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2040632.625000 Penalty: 3168.764648
	Iteration 0F: 3 clusters Score -2040633 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2044932.750000 Penalty: 3168.764648
	Iteration 1F: 3 clusters Score -2044933 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2045491.875000 Penalty: 3168.764648
	Iteration 2F: 3 clusters Score -2045492 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2046096.375000 Penalty: 3168.764648
	Iteration 3F: 3 clusters Score -2046096 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2046768.125000 Penalty: 3168.764648
	Iteration 4F: 3 clusters Score -2046768 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2047562.750000 Penalty: 3168.764648
	Iteration 5F: 3 clusters Score -2047563 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2048411.250000 Penalty: 3168.764648
	Iteration 6F: 3 clusters Score -2048411 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2049190.750000 Penalty: 3168.764648
	Iteration 7F: 3 clusters Score -2049191 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2049764.875000 Penalty: 3168.764648
	Iteration 8F: 3 clusters Score -2049765 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2050161.750000 Penalty: 3168.764648
	Iteration 9Q: 3 clusters Score -2050162 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2050474.250000 Penalty: 3168.764648
	Iteration 10Q: 3 clusters Score -2050474 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2050760.250000 Penalty: 3168.764648
	Iteration 11Q: 3 clusters Score -2050760 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2051047.750000 Penalty: 3168.764648
	Iteration 12Q: 3 clusters Score -2051048 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2051373.250000 Penalty: 3168.764648
	Iteration 13Q: 3 clusters Score -2051373 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2051738.375000 Penalty: 3168.764648
	Iteration 14Q: 3 clusters Score -2051738 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2052024.250000 Penalty: 3168.764648
	Iteration 15Q: 3 clusters Score -2052024 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2052208.000000 Penalty: 3168.764648
	Iteration 16Q: 3 clusters Score -2052208 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2052300.250000 Penalty: 3168.764648
	Iteration 17Q: 3 clusters Score -2052300 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2052355.125000 Penalty: 3168.764648
	Iteration 18Q: 3 clusters Score -2052355 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2052380.875000 Penalty: 3168.764648
	Iteration 19Q: 3 clusters Score -2052381 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2052391.500000 Penalty: 3168.764648
	Iteration 20F: 3 clusters Score -2052392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2052409.250000 Penalty: 3168.764648
	Iteration 21Q: 3 clusters Score -2052409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2052421.250000 Penalty: 3168.764648
	Iteration 22Q: 3 clusters Score -2052421 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2052430.250000 Penalty: 3168.764648
	Iteration 23Q: 3 clusters Score -2052430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2052438.500000 Penalty: 3168.764648
	Iteration 24Q: 3 clusters Score -2052438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2052452.375000 Penalty: 3168.764648
	Iteration 25Q: 3 clusters Score -2052452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2052459.250000 Penalty: 3168.764648
	Iteration 26Q: 3 clusters Score -2052459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2052469.250000 Penalty: 3168.764648
	Iteration 27Q: 3 clusters Score -2052469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2052472.125000 Penalty: 3168.764648
	Iteration 28Q: 3 clusters Score -2052472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2052473.750000 Penalty: 3168.764648
	Iteration 29Q: 3 clusters Score -2052474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2052478.500000 Penalty: 3168.764648
	Iteration 30Q: 3 clusters Score -2052478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2052487.875000 Penalty: 3168.764648
	Iteration 31Q: 3 clusters Score -2052488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2052492.875000 Penalty: 3168.764648
	Iteration 32Q: 3 clusters Score -2052493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2052497.750000 Penalty: 3168.764648
	Iteration 33Q: 3 clusters Score -2052498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2052502.250000 Penalty: 3168.764648
	Iteration 34Q: 3 clusters Score -2052502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2052504.875000 Penalty: 3168.764648
	Iteration 35Q: 3 clusters Score -2052505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2052508.750000 Penalty: 3168.764648
	Iteration 36Q: 3 clusters Score -2052509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2052509.375000 Penalty: 3168.764648
	Iteration 37Q: 3 clusters Score -2052509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2052515.750000 Penalty: 3168.764648
	Iteration 38Q: 3 clusters Score -2052516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2052523.000000 Penalty: 3168.764648
	Iteration 39Q: 3 clusters Score -2052523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2052529.250000 Penalty: 3168.764648
	Iteration 40F: 3 clusters Score -2052529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2052533.125000 Penalty: 3168.764648
	Iteration 41Q: 3 clusters Score -2052533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2052531.750000 Penalty: 3168.764648
	Iteration 42Q: 3 clusters Score -2052532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2052533.750000 Penalty: 3168.764648
	Iteration 43Q: 3 clusters Score -2052534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2052535.250000 Penalty: 3168.764648
	Iteration 44Q: 3 clusters Score -2052535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2052541.375000 Penalty: 3168.764648
	Iteration 45Q: 3 clusters Score -2052541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2052544.375000 Penalty: 3168.764648
	Iteration 46Q: 3 clusters Score -2052544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2052543.750000 Penalty: 3168.764648
	Iteration 47Q: 3 clusters Score -2052544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2052554.375000 Penalty: 3168.764648
	Iteration 48Q: 3 clusters Score -2052554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2052559.375000 Penalty: 3168.764648
	Iteration 49Q: 3 clusters Score -2052559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2052565.000000 Penalty: 3168.764648
	Iteration 50Q: 3 clusters Score -2052565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2052569.500000 Penalty: 3168.764648
	Iteration 51Q: 3 clusters Score -2052570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2052570.750000 Penalty: 3168.764648
	Iteration 52Q: 3 clusters Score -2052571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2052568.625000 Penalty: 3168.764648
	Iteration 53Q: 3 clusters Score -2052569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2052572.000000 Penalty: 3168.764648
	Iteration 54Q: 3 clusters Score -2052572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2052573.125000 Penalty: 3168.764648
	Iteration 55Q: 3 clusters Score -2052573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2052571.625000 Penalty: 3168.764648
	Iteration 56Q: 3 clusters Score -2052572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2052572.500000 Penalty: 3168.764648
	Iteration 57Q: 3 clusters Score -2052572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2052576.500000 Penalty: 3168.764648
	Iteration 58Q: 3 clusters Score -2052576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2052574.375000 Penalty: 3168.764648
	Iteration 59Q: 3 clusters Score -2052574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2052577.375000 Penalty: 3168.764648
	Iteration 60F: 3 clusters Score -2052577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2052574.375000 Penalty: 3168.764648
	Iteration 61Q: 3 clusters Score -2052574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2052574.375000 Penalty: 3168.764648
	Iteration 62F: 3 clusters Score -2052574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 61558 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 11581 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 123005 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 155108 members 
Mstep: Class 22 contains 98352 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 127829 members 
Mstep: Class 25 contains 5574 members 
Entering Unmasked Estep 
Score: -102089416.000000 Penalty: 55423.046875
Splitting cluster 16 changes total score from -102018656.000000 to -102089416.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (123005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123005 members 
Entering Unmasked Estep 
Score: -15382080.000000 Penalty: 1904.496826
	Iteration 0F: 2 clusters Score -1.538208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -15323239.000000 Penalty: 3808.993652
	Iteration 0F: 3 clusters Score -1.532324e+07 nChanged 59319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -15359529.000000 Penalty: 3808.993652
	Iteration 1F: 3 clusters Score -1.535953e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -15362115.000000 Penalty: 3808.993652
	Iteration 2Q: 3 clusters Score -1.536212e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -15366082.000000 Penalty: 3808.993652
	Iteration 3F: 3 clusters Score -1.536608e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -15371962.000000 Penalty: 3808.993652
	Iteration 4F: 3 clusters Score -1.537196e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -15378960.000000 Penalty: 3808.993652
	Iteration 5F: 3 clusters Score -1.537896e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -15384611.000000 Penalty: 3808.993652
	Iteration 6F: 3 clusters Score -1.538461e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -15387121.000000 Penalty: 3808.993652
	Iteration 7Q: 3 clusters Score -1.538712e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -15387942.000000 Penalty: 3808.993652
	Iteration 8Q: 3 clusters Score -1.538794e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -15388406.000000 Penalty: 3808.993652
	Iteration 9Q: 3 clusters Score -1.538841e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72378 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -15388698.000000 Penalty: 3808.993652
	Iteration 10Q: 3 clusters Score -1.53887e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -15389064.000000 Penalty: 3808.993652
	Iteration 11Q: 3 clusters Score -1.538906e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -15389429.000000 Penalty: 3808.993652
	Iteration 12Q: 3 clusters Score -1.538943e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -15389744.000000 Penalty: 3808.993652
	Iteration 13Q: 3 clusters Score -1.538974e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -15390066.000000 Penalty: 3808.993652
	Iteration 14Q: 3 clusters Score -1.539007e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -15390345.000000 Penalty: 3808.993652
	Iteration 15Q: 3 clusters Score -1.539034e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -15390644.000000 Penalty: 3808.993652
	Iteration 16Q: 3 clusters Score -1.539064e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -15390907.000000 Penalty: 3808.993652
	Iteration 17Q: 3 clusters Score -1.539091e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -15391197.000000 Penalty: 3808.993652
	Iteration 18Q: 3 clusters Score -1.53912e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -15391334.000000 Penalty: 3808.993652
	Iteration 19Q: 3 clusters Score -1.539133e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -15391590.000000 Penalty: 3808.993652
	Iteration 20F: 3 clusters Score -1.539159e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -15391835.000000 Penalty: 3808.993652
	Iteration 21Q: 3 clusters Score -1.539184e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -15391979.000000 Penalty: 3808.993652
	Iteration 22Q: 3 clusters Score -1.539198e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -15392184.000000 Penalty: 3808.993652
	Iteration 23Q: 3 clusters Score -1.539218e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -15392342.000000 Penalty: 3808.993652
	Iteration 24Q: 3 clusters Score -1.539234e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70632 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -15392492.000000 Penalty: 3808.993652
	Iteration 25Q: 3 clusters Score -1.539249e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -15392509.000000 Penalty: 3808.993652
	Iteration 26Q: 3 clusters Score -1.539251e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -15392629.000000 Penalty: 3808.993652
	Iteration 27Q: 3 clusters Score -1.539263e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -15392775.000000 Penalty: 3808.993652
	Iteration 28Q: 3 clusters Score -1.539278e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -15392772.000000 Penalty: 3808.993652
	Iteration 29Q: 3 clusters Score -1.539277e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -15392892.000000 Penalty: 3808.993652
	Iteration 30Q: 3 clusters Score -1.539289e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -15392981.000000 Penalty: 3808.993652
	Iteration 31Q: 3 clusters Score -1.539298e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70576 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -15393007.000000 Penalty: 3808.993652
	Iteration 32Q: 3 clusters Score -1.539301e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -15392986.000000 Penalty: 3808.993652
	Iteration 33Q: 3 clusters Score -1.539299e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -15393028.000000 Penalty: 3808.993652
	Iteration 34Q: 3 clusters Score -1.539303e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -15393120.000000 Penalty: 3808.993652
	Iteration 35Q: 3 clusters Score -1.539312e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -15393113.000000 Penalty: 3808.993652
	Iteration 36Q: 3 clusters Score -1.539311e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -15393127.000000 Penalty: 3808.993652
	Iteration 37Q: 3 clusters Score -1.539313e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -15393147.000000 Penalty: 3808.993652
	Iteration 38Q: 3 clusters Score -1.539315e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -15393188.000000 Penalty: 3808.993652
	Iteration 39Q: 3 clusters Score -1.539319e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -15393195.000000 Penalty: 3808.993652
	Iteration 40F: 3 clusters Score -1.53932e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -15393201.000000 Penalty: 3808.993652
	Iteration 41Q: 3 clusters Score -1.53932e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -15393243.000000 Penalty: 3808.993652
	Iteration 42Q: 3 clusters Score -1.539324e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -15393253.000000 Penalty: 3808.993652
	Iteration 43Q: 3 clusters Score -1.539325e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71135 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -15393327.000000 Penalty: 3808.993652
	Iteration 44Q: 3 clusters Score -1.539333e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -15393365.000000 Penalty: 3808.993652
	Iteration 45Q: 3 clusters Score -1.539336e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -15393361.000000 Penalty: 3808.993652
	Iteration 46Q: 3 clusters Score -1.539336e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -15393388.000000 Penalty: 3808.993652
	Iteration 47Q: 3 clusters Score -1.539339e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -15393385.000000 Penalty: 3808.993652
	Iteration 48Q: 3 clusters Score -1.539338e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -15393418.000000 Penalty: 3808.993652
	Iteration 49Q: 3 clusters Score -1.539342e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -15393473.000000 Penalty: 3808.993652
	Iteration 50Q: 3 clusters Score -1.539347e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -15393528.000000 Penalty: 3808.993652
	Iteration 51Q: 3 clusters Score -1.539353e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -15393539.000000 Penalty: 3808.993652
	Iteration 52Q: 3 clusters Score -1.539354e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -15393536.000000 Penalty: 3808.993652
	Iteration 53Q: 3 clusters Score -1.539354e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72082 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -15393557.000000 Penalty: 3808.993652
	Iteration 54Q: 3 clusters Score -1.539356e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -15393588.000000 Penalty: 3808.993652
	Iteration 55Q: 3 clusters Score -1.539359e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -15393604.000000 Penalty: 3808.993652
	Iteration 56Q: 3 clusters Score -1.53936e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72497 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -15393621.000000 Penalty: 3808.993652
	Iteration 57Q: 3 clusters Score -1.539362e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -15393598.000000 Penalty: 3808.993652
	Iteration 58Q: 3 clusters Score -1.53936e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -15393603.000000 Penalty: 3808.993652
	Iteration 59Q: 3 clusters Score -1.53936e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -15393625.000000 Penalty: 3808.993652
	Iteration 60F: 3 clusters Score -1.539362e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -15393644.000000 Penalty: 3808.993652
	Iteration 61Q: 3 clusters Score -1.539364e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -15393680.000000 Penalty: 3808.993652
	Iteration 62Q: 3 clusters Score -1.539368e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -15393664.000000 Penalty: 3808.993652
	Iteration 63Q: 3 clusters Score -1.539366e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -15393672.000000 Penalty: 3808.993652
	Iteration 64Q: 3 clusters Score -1.539367e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -15393659.000000 Penalty: 3808.993652
	Iteration 65Q: 3 clusters Score -1.539366e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -15393689.000000 Penalty: 3808.993652
	Iteration 66Q: 3 clusters Score -1.539369e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -15393710.000000 Penalty: 3808.993652
	Iteration 67Q: 3 clusters Score -1.539371e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -15393729.000000 Penalty: 3808.993652
	Iteration 68Q: 3 clusters Score -1.539373e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -15393708.000000 Penalty: 3808.993652
	Iteration 69Q: 3 clusters Score -1.539371e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -15393672.000000 Penalty: 3808.993652
	Iteration 70Q: 3 clusters Score -1.539367e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -15393700.000000 Penalty: 3808.993652
	Iteration 71Q: 3 clusters Score -1.53937e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -15393692.000000 Penalty: 3808.993652
	Iteration 72Q: 3 clusters Score -1.539369e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -15393694.000000 Penalty: 3808.993652
	Iteration 73Q: 3 clusters Score -1.539369e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -15393696.000000 Penalty: 3808.993652
	Iteration 74Q: 3 clusters Score -1.53937e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -15393711.000000 Penalty: 3808.993652
	Iteration 75Q: 3 clusters Score -1.539371e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -15393715.000000 Penalty: 3808.993652
	Iteration 76Q: 3 clusters Score -1.539372e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -15393701.000000 Penalty: 3808.993652
	Iteration 77Q: 3 clusters Score -1.53937e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -15393710.000000 Penalty: 3808.993652
	Iteration 78Q: 3 clusters Score -1.539371e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -15393704.000000 Penalty: 3808.993652
	Iteration 79Q: 3 clusters Score -1.53937e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -15393716.000000 Penalty: 3808.993652
	Iteration 80F: 3 clusters Score -1.539372e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -15393708.000000 Penalty: 3808.993652
	Iteration 81Q: 3 clusters Score -1.539371e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -15393708.000000 Penalty: 3808.993652
	Iteration 82Q: 3 clusters Score -1.539371e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -15393712.000000 Penalty: 3808.993652
	Iteration 83Q: 3 clusters Score -1.539371e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75111 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -15393729.000000 Penalty: 3808.993652
	Iteration 84Q: 3 clusters Score -1.539373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -15393721.000000 Penalty: 3808.993652
	Iteration 85Q: 3 clusters Score -1.539372e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75202 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -15393714.000000 Penalty: 3808.993652
	Iteration 86Q: 3 clusters Score -1.539371e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -15393728.000000 Penalty: 3808.993652
	Iteration 87Q: 3 clusters Score -1.539373e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -15393731.000000 Penalty: 3808.993652
	Iteration 88Q: 3 clusters Score -1.539373e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -15393718.000000 Penalty: 3808.993652
	Iteration 89Q: 3 clusters Score -1.539372e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -15393722.000000 Penalty: 3808.993652
	Iteration 90Q: 3 clusters Score -1.539372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -15393711.000000 Penalty: 3808.993652
	Iteration 91Q: 3 clusters Score -1.539371e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -15393719.000000 Penalty: 3808.993652
	Iteration 92Q: 3 clusters Score -1.539372e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -15393715.000000 Penalty: 3808.993652
	Iteration 93Q: 3 clusters Score -1.539372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -15393707.000000 Penalty: 3808.993652
	Iteration 94Q: 3 clusters Score -1.539371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -15393730.000000 Penalty: 3808.993652
	Iteration 95Q: 3 clusters Score -1.539373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -15393713.000000 Penalty: 3808.993652
	Iteration 96Q: 3 clusters Score -1.539371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -15393714.000000 Penalty: 3808.993652
	Iteration 97Q: 3 clusters Score -1.539371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -15393712.000000 Penalty: 3808.993652
	Iteration 98Q: 3 clusters Score -1.539371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -15393721.000000 Penalty: 3808.993652
	Iteration 99Q: 3 clusters Score -1.539372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -15393711.000000 Penalty: 3808.993652
	Iteration 100F: 3 clusters Score -1.539371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -15393696.000000 Penalty: 3808.993652
	Iteration 101Q: 3 clusters Score -1.53937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75740 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -15393712.000000 Penalty: 3808.993652
	Iteration 102Q: 3 clusters Score -1.539371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75767 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -15393700.000000 Penalty: 3808.993652
	Iteration 103Q: 3 clusters Score -1.53937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -15393707.000000 Penalty: 3808.993652
	Iteration 104Q: 3 clusters Score -1.539371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -15393707.000000 Penalty: 3808.993652
	Iteration 105Q: 3 clusters Score -1.539371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -15393726.000000 Penalty: 3808.993652
	Iteration 106Q: 3 clusters Score -1.539373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -15393724.000000 Penalty: 3808.993652
	Iteration 107Q: 3 clusters Score -1.539372e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -15393726.000000 Penalty: 3808.993652
	Iteration 108Q: 3 clusters Score -1.539373e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -15393717.000000 Penalty: 3808.993652
	Iteration 109Q: 3 clusters Score -1.539372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -15393724.000000 Penalty: 3808.993652
	Iteration 110Q: 3 clusters Score -1.539372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -15393722.000000 Penalty: 3808.993652
	Iteration 111Q: 3 clusters Score -1.539372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -15393717.000000 Penalty: 3808.993652
	Iteration 112Q: 3 clusters Score -1.539372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -15393723.000000 Penalty: 3808.993652
	Iteration 113Q: 3 clusters Score -1.539372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -15393702.000000 Penalty: 3808.993652
	Iteration 114Q: 3 clusters Score -1.53937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -15393717.000000 Penalty: 3808.993652
	Iteration 115Q: 3 clusters Score -1.539372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -15393721.000000 Penalty: 3808.993652
	Iteration 116Q: 3 clusters Score -1.539372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -15393718.000000 Penalty: 3808.993652
	Iteration 117Q: 3 clusters Score -1.539372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -15393728.000000 Penalty: 3808.993652
	Iteration 118Q: 3 clusters Score -1.539373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -15393730.000000 Penalty: 3808.993652
	Iteration 119Q: 3 clusters Score -1.539373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -15393721.000000 Penalty: 3808.993652
	Iteration 120F: 3 clusters Score -1.539372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -15393724.000000 Penalty: 3808.993652
	Iteration 121Q: 3 clusters Score -1.539372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -15393734.000000 Penalty: 3808.993652
	Iteration 122Q: 3 clusters Score -1.539373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76056 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -15393728.000000 Penalty: 3808.993652
	Iteration 123Q: 3 clusters Score -1.539373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -15393717.000000 Penalty: 3808.993652
	Iteration 124Q: 3 clusters Score -1.539372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -15393719.000000 Penalty: 3808.993652
	Iteration 125Q: 3 clusters Score -1.539372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -15393728.000000 Penalty: 3808.993652
	Iteration 126Q: 3 clusters Score -1.539373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -15393720.000000 Penalty: 3808.993652
	Iteration 127Q: 3 clusters Score -1.539372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -15393712.000000 Penalty: 3808.993652
	Iteration 128Q: 3 clusters Score -1.539371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -15393712.000000 Penalty: 3808.993652
	Iteration 129Q: 3 clusters Score -1.539371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -15393707.000000 Penalty: 3808.993652
	Iteration 130Q: 3 clusters Score -1.539371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -15393721.000000 Penalty: 3808.993652
	Iteration 131Q: 3 clusters Score -1.539372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -15393702.000000 Penalty: 3808.993652
	Iteration 132Q: 3 clusters Score -1.53937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -15393693.000000 Penalty: 3808.993652
	Iteration 133Q: 3 clusters Score -1.539369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -15393701.000000 Penalty: 3808.993652
	Iteration 134Q: 3 clusters Score -1.53937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -15393713.000000 Penalty: 3808.993652
	Iteration 135Q: 3 clusters Score -1.539371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -15393715.000000 Penalty: 3808.993652
	Iteration 136Q: 3 clusters Score -1.539372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -15393704.000000 Penalty: 3808.993652
	Iteration 137Q: 3 clusters Score -1.53937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -15393706.000000 Penalty: 3808.993652
	Iteration 138Q: 3 clusters Score -1.539371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -15393713.000000 Penalty: 3808.993652
	Iteration 139Q: 3 clusters Score -1.539371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -15393707.000000 Penalty: 3808.993652
	Iteration 140F: 3 clusters Score -1.539371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -15393714.000000 Penalty: 3808.993652
	Iteration 141Q: 3 clusters Score -1.539371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -15393714.000000 Penalty: 3808.993652
	Iteration 142Q: 3 clusters Score -1.539371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -15393722.000000 Penalty: 3808.993652
	Iteration 143Q: 3 clusters Score -1.539372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -15393722.000000 Penalty: 3808.993652
	Iteration 144Q: 3 clusters Score -1.539372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -15393727.000000 Penalty: 3808.993652
	Iteration 145Q: 3 clusters Score -1.539373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -15393715.000000 Penalty: 3808.993652
	Iteration 146Q: 3 clusters Score -1.539372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -15393718.000000 Penalty: 3808.993652
	Iteration 147Q: 3 clusters Score -1.539372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -15393734.000000 Penalty: 3808.993652
	Iteration 148Q: 3 clusters Score -1.539373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -15393721.000000 Penalty: 3808.993652
	Iteration 149Q: 3 clusters Score -1.539372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -15393715.000000 Penalty: 3808.993652
	Iteration 150Q: 3 clusters Score -1.539372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -15393720.000000 Penalty: 3808.993652
	Iteration 151Q: 3 clusters Score -1.539372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -15393721.000000 Penalty: 3808.993652
	Iteration 152Q: 3 clusters Score -1.539372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76232 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -15393727.000000 Penalty: 3808.993652
	Iteration 153Q: 3 clusters Score -1.539373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -15393732.000000 Penalty: 3808.993652
	Iteration 154Q: 3 clusters Score -1.539373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -15393724.000000 Penalty: 3808.993652
	Iteration 155Q: 3 clusters Score -1.539372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -15393721.000000 Penalty: 3808.993652
	Iteration 156Q: 3 clusters Score -1.539372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -15393715.000000 Penalty: 3808.993652
	Iteration 157Q: 3 clusters Score -1.539372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -15393715.000000 Penalty: 3808.993652
	Iteration 158F: 3 clusters Score -1.539372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 61558 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 11581 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 76234 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 155108 members 
Mstep: Class 22 contains 98352 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 127829 members 
Mstep: Class 25 contains 5574 members 
Mstep: Class 26 contains 46771 members 
Entering Unmasked Estep 
Score: -102101264.000000 Penalty: 57639.968750
Splitting cluster 18 changes total score from -102018656.000000 to -102101264.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -105361.968750 Penalty: 1143.944824
	Iteration 0F: 2 clusters Score -105362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -104219.148438 Penalty: 2287.889648
	Iteration 0F: 3 clusters Score -104219.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105604.484375 Penalty: 2287.889648
	Iteration 1F: 3 clusters Score -105604.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106262.820312 Penalty: 2287.889648
	Iteration 2F: 3 clusters Score -106262.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -106488.007812 Penalty: 2287.889648
	Iteration 3Q: 3 clusters Score -106488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -106543.796875 Penalty: 2287.889648
	Iteration 4Q: 3 clusters Score -106543.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -106606.882812 Penalty: 2287.889648
	Iteration 5Q: 3 clusters Score -106606.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106687.781250 Penalty: 2287.889648
	Iteration 6Q: 3 clusters Score -106687.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106729.335938 Penalty: 2287.889648
	Iteration 7Q: 3 clusters Score -106729.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106799.570312 Penalty: 2287.889648
	Iteration 8Q: 3 clusters Score -106799.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106897.585938 Penalty: 2287.889648
	Iteration 9Q: 3 clusters Score -106897.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -107054.093750 Penalty: 2287.889648
	Iteration 10Q: 3 clusters Score -107054.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107353.796875 Penalty: 2287.889648
	Iteration 11Q: 3 clusters Score -107353.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -107661.140625 Penalty: 2287.889648
	Iteration 12F: 3 clusters Score -107661.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -108062.101562 Penalty: 2287.889648
	Iteration 13F: 3 clusters Score -108062.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108271.851562 Penalty: 2287.889648
	Iteration 14F: 3 clusters Score -108271.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -108372.703125 Penalty: 2287.889648
	Iteration 15Q: 3 clusters Score -108372.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -108423.203125 Penalty: 2287.889648
	Iteration 16Q: 3 clusters Score -108423.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108451.796875 Penalty: 2287.889648
	Iteration 17Q: 3 clusters Score -108451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108455.140625 Penalty: 2287.889648
	Iteration 18Q: 3 clusters Score -108455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -108459.914062 Penalty: 2287.889648
	Iteration 19Q: 3 clusters Score -108459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -108459.914062 Penalty: 2287.889648
	Iteration 20F: 3 clusters Score -108459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 61558 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 11581 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 76234 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 155108 members 
Mstep: Class 22 contains 98352 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 127829 members 
Mstep: Class 25 contains 5574 members 
Mstep: Class 26 contains 46771 members 
Mstep: Class 27 contains 594 members 
Entering Unmasked Estep 
Score: -102103280.000000 Penalty: 59856.890625
Splitting cluster 19 changes total score from -102018656.000000 to -102103280.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (155108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155108 members 
Entering Unmasked Estep 
Score: -19237212.000000 Penalty: 1942.179932
	Iteration 0F: 2 clusters Score -1.923721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -19173296.000000 Penalty: 3884.359863
	Iteration 0F: 3 clusters Score -1.91733e+07 nChanged 74953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -19217004.000000 Penalty: 3884.359863
	Iteration 1F: 3 clusters Score -1.9217e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 74042 members 
Entering Unmasked Estep 
Score: -19218198.000000 Penalty: 3884.359863
	Iteration 2Q: 3 clusters Score -1.92182e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -19219706.000000 Penalty: 3884.359863
	Iteration 3Q: 3 clusters Score -1.921971e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -19221610.000000 Penalty: 3884.359863
	Iteration 4Q: 3 clusters Score -1.922161e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -19224690.000000 Penalty: 3884.359863
	Iteration 5F: 3 clusters Score -1.922469e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -19230176.000000 Penalty: 3884.359863
	Iteration 6F: 3 clusters Score -1.923018e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -19238072.000000 Penalty: 3884.359863
	Iteration 7F: 3 clusters Score -1.923807e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -19245808.000000 Penalty: 3884.359863
	Iteration 8F: 3 clusters Score -1.924581e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1.924911e+07 nChanged 4676
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1.925028e+07 nChanged 2667
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1.925097e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1.925133e+07 nChanged 1820
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1.925168e+07 nChanged 1737
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1.92521e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1.925234e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 73469 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1.925271e+07 nChanged 1736
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1.925302e+07 nChanged 1714
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1.925326e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1.925365e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1.925386e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81687 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1.925437e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1.925469e+07 nChanged 1562
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1.925505e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81808 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1.925532e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1.925566e+07 nChanged 1413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1.925581e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1.925609e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1.925645e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1.925669e+07 nChanged 1187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1.925682e+07 nChanged 1090
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Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1.925693e+07 nChanged 925
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1.925707e+07 nChanged 802
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Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -19257164.000000 Penalty: 3884.359863
	Iteration 33Q: 3 clusters Score -1.925716e+07 nChanged 773
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Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -19257282.000000 Penalty: 3884.359863
	Iteration 34Q: 3 clusters Score -1.925728e+07 nChanged 713
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -19257390.000000 Penalty: 3884.359863
	Iteration 35Q: 3 clusters Score -1.925739e+07 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 71514 members 
Entering Unmasked Estep 
Score: -19257494.000000 Penalty: 3884.359863
	Iteration 36Q: 3 clusters Score -1.925749e+07 nChanged 546
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83760 members 
Mstep: Class 2 contains 71348 members 
Entering Unmasked Estep 
Score: -19257612.000000 Penalty: 3884.359863
	Iteration 37Q: 3 clusters Score -1.925761e+07 nChanged 478
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 71188 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1.925762e+07 nChanged 422
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Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1.925763e+07 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -19257676.000000 Penalty: 3884.359863
	Iteration 40F: 3 clusters Score -1.925768e+07 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1.925775e+07 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.925775e+07 nChanged 358
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Mstep: Class 2 contains 70548 members 
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	Iteration 43Q: 3 clusters Score -1.92577e+07 nChanged 336
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Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1.925769e+07 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1.925774e+07 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -19257740.000000 Penalty: 3884.359863
	Iteration 46Q: 3 clusters Score -1.925774e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85214 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.925782e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.925784e+07 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.925782e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1.925779e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.925779e+07 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.925777e+07 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86035 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.925777e+07 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.925777e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.925773e+07 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.925777e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.925779e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.92578e+07 nChanged 82
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1.925778e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1.925778e+07 nChanged 76
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.925777e+07 nChanged 74
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.925777e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.925776e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1.925775e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.925776e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.925777e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.925773e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.925773e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.925774e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.925774e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.925773e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.925776e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.925774e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.925773e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.925771e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.925772e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.925771e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.925774e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.925774e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.925776e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.925777e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.925775e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.925778e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.925779e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.925781e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.92578e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.92578e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.92578e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.925778e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.925779e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.925778e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.925779e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.925778e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.925777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.925776e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86903 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -19257750.000000 Penalty: 3884.359863
	Iteration 96Q: 3 clusters Score -1.925775e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -19257750.000000 Penalty: 3884.359863
	Iteration 97Q: 3 clusters Score -1.925775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -19257746.000000 Penalty: 3884.359863
	Iteration 98Q: 3 clusters Score -1.925775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86937 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -19257762.000000 Penalty: 3884.359863
	Iteration 99Q: 3 clusters Score -1.925776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86941 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -19257748.000000 Penalty: 3884.359863
	Iteration 100F: 3 clusters Score -1.925775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -19257736.000000 Penalty: 3884.359863
	Iteration 101Q: 3 clusters Score -1.925774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -19257742.000000 Penalty: 3884.359863
	Iteration 102Q: 3 clusters Score -1.925774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 68141 members 
Entering Unmasked Estep 
Score: -19257744.000000 Penalty: 3884.359863
	Iteration 103Q: 3 clusters Score -1.925774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -19257742.000000 Penalty: 3884.359863
	Iteration 104Q: 3 clusters Score -1.925774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -19257756.000000 Penalty: 3884.359863
	Iteration 105Q: 3 clusters Score -1.925776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -19257752.000000 Penalty: 3884.359863
	Iteration 106Q: 3 clusters Score -1.925775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -19257746.000000 Penalty: 3884.359863
	Iteration 107Q: 3 clusters Score -1.925775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -19257734.000000 Penalty: 3884.359863
	Iteration 108Q: 3 clusters Score -1.925773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -19257736.000000 Penalty: 3884.359863
	Iteration 109Q: 3 clusters Score -1.925774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -19257738.000000 Penalty: 3884.359863
	Iteration 110Q: 3 clusters Score -1.925774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86997 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -19257720.000000 Penalty: 3884.359863
	Iteration 111Q: 3 clusters Score -1.925772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -19257720.000000 Penalty: 3884.359863
	Iteration 112Q: 3 clusters Score -1.925772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -19257738.000000 Penalty: 3884.359863
	Iteration 113Q: 3 clusters Score -1.925774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -19257736.000000 Penalty: 3884.359863
	Iteration 114Q: 3 clusters Score -1.925774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -19257746.000000 Penalty: 3884.359863
	Iteration 115Q: 3 clusters Score -1.925775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -19257732.000000 Penalty: 3884.359863
	Iteration 116Q: 3 clusters Score -1.925773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -19257732.000000 Penalty: 3884.359863
	Iteration 117Q: 3 clusters Score -1.925773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -19257740.000000 Penalty: 3884.359863
	Iteration 118Q: 3 clusters Score -1.925774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -19257732.000000 Penalty: 3884.359863
	Iteration 119Q: 3 clusters Score -1.925773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -19257730.000000 Penalty: 3884.359863
	Iteration 120F: 3 clusters Score -1.925773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87027 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -19257730.000000 Penalty: 3884.359863
	Iteration 121Q: 3 clusters Score -1.925773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 68083 members 
Entering Unmasked Estep 
Score: -19257730.000000 Penalty: 3884.359863
	Iteration 122Q: 3 clusters Score -1.925773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87022 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -19257730.000000 Penalty: 3884.359863
	Iteration 123Q: 3 clusters Score -1.925773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -19257736.000000 Penalty: 3884.359863
	Iteration 124Q: 3 clusters Score -1.925774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -19257728.000000 Penalty: 3884.359863
	Iteration 125Q: 3 clusters Score -1.925773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87022 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -19257740.000000 Penalty: 3884.359863
	Iteration 126Q: 3 clusters Score -1.925774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -19257738.000000 Penalty: 3884.359863
	Iteration 127Q: 3 clusters Score -1.925774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -19257746.000000 Penalty: 3884.359863
	Iteration 128Q: 3 clusters Score -1.925775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 68075 members 
Entering Unmasked Estep 
Score: -19257746.000000 Penalty: 3884.359863
	Iteration 129Q: 3 clusters Score -1.925775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -19257734.000000 Penalty: 3884.359863
	Iteration 130Q: 3 clusters Score -1.925773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -19257732.000000 Penalty: 3884.359863
	Iteration 131Q: 3 clusters Score -1.925773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -19257716.000000 Penalty: 3884.359863
	Iteration 132Q: 3 clusters Score -1.925772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -19257714.000000 Penalty: 3884.359863
	Iteration 133Q: 3 clusters Score -1.925771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -19257716.000000 Penalty: 3884.359863
	Iteration 134Q: 3 clusters Score -1.925772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -19257728.000000 Penalty: 3884.359863
	Iteration 135Q: 3 clusters Score -1.925773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -19257728.000000 Penalty: 3884.359863
	Iteration 136Q: 3 clusters Score -1.925773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -19257724.000000 Penalty: 3884.359863
	Iteration 137Q: 3 clusters Score -1.925772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87051 members 
Mstep: Class 2 contains 68057 members 
Entering Unmasked Estep 
Score: -19257722.000000 Penalty: 3884.359863
	Iteration 138Q: 3 clusters Score -1.925772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -19257720.000000 Penalty: 3884.359863
	Iteration 139Q: 3 clusters Score -1.925772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -19257722.000000 Penalty: 3884.359863
	Iteration 140F: 3 clusters Score -1.925772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 68071 members 
Entering Unmasked Estep 
Score: -19257698.000000 Penalty: 3884.359863
	Iteration 141Q: 3 clusters Score -1.92577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -19257714.000000 Penalty: 3884.359863
	Iteration 142Q: 3 clusters Score -1.925771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -19257718.000000 Penalty: 3884.359863
	Iteration 143Q: 3 clusters Score -1.925772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -19257714.000000 Penalty: 3884.359863
	Iteration 144Q: 3 clusters Score -1.925771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -19257720.000000 Penalty: 3884.359863
	Iteration 145Q: 3 clusters Score -1.925772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -19257714.000000 Penalty: 3884.359863
	Iteration 146Q: 3 clusters Score -1.925771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -19257732.000000 Penalty: 3884.359863
	Iteration 147Q: 3 clusters Score -1.925773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -19257710.000000 Penalty: 3884.359863
	Iteration 148Q: 3 clusters Score -1.925771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -19257700.000000 Penalty: 3884.359863
	Iteration 149Q: 3 clusters Score -1.92577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -19257698.000000 Penalty: 3884.359863
	Iteration 150Q: 3 clusters Score -1.92577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -19257702.000000 Penalty: 3884.359863
	Iteration 151Q: 3 clusters Score -1.92577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -19257712.000000 Penalty: 3884.359863
	Iteration 152Q: 3 clusters Score -1.925771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -19257724.000000 Penalty: 3884.359863
	Iteration 153Q: 3 clusters Score -1.925772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -19257758.000000 Penalty: 3884.359863
	Iteration 154Q: 3 clusters Score -1.925776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -19257756.000000 Penalty: 3884.359863
	Iteration 155Q: 3 clusters Score -1.925776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -19257772.000000 Penalty: 3884.359863
	Iteration 156Q: 3 clusters Score -1.925777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -19257754.000000 Penalty: 3884.359863
	Iteration 157Q: 3 clusters Score -1.925775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -19257750.000000 Penalty: 3884.359863
	Iteration 158Q: 3 clusters Score -1.925775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -19257722.000000 Penalty: 3884.359863
	Iteration 159Q: 3 clusters Score -1.925772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -19257752.000000 Penalty: 3884.359863
	Iteration 160F: 3 clusters Score -1.925775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -19257736.000000 Penalty: 3884.359863
	Iteration 161Q: 3 clusters Score -1.925774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -19257734.000000 Penalty: 3884.359863
	Iteration 162Q: 3 clusters Score -1.925773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -19257720.000000 Penalty: 3884.359863
	Iteration 163Q: 3 clusters Score -1.925772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -19257716.000000 Penalty: 3884.359863
	Iteration 164Q: 3 clusters Score -1.925772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -19257706.000000 Penalty: 3884.359863
	Iteration 165Q: 3 clusters Score -1.925771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -19257718.000000 Penalty: 3884.359863
	Iteration 166Q: 3 clusters Score -1.925772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -19257708.000000 Penalty: 3884.359863
	Iteration 167Q: 3 clusters Score -1.925771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -19257722.000000 Penalty: 3884.359863
	Iteration 168Q: 3 clusters Score -1.925772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -19257714.000000 Penalty: 3884.359863
	Iteration 169Q: 3 clusters Score -1.925771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -19257714.000000 Penalty: 3884.359863
	Iteration 170F: 3 clusters Score -1.925771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 61558 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 11581 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 76234 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 87140 members 
Mstep: Class 22 contains 98352 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 127829 members 
Mstep: Class 25 contains 5574 members 
Mstep: Class 26 contains 46771 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 67968 members 
Entering Unmasked Estep 
Score: -102125976.000000 Penalty: 62073.812500
Splitting cluster 21 changes total score from -102018656.000000 to -102125976.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 59336 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 61558 members 
Mstep: Class 10 contains 22524 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 13 contains 112865 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 16 contains 11581 members 
Mstep: Class 18 contains 76234 members 
Mstep: Class 19 contains 547 members 
Mstep: Class 21 contains 87140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102145032.000000 Penalty: 62073.812500
Iteration 39Q: 29 clusters Score -1.02145e+08 nChanged 35226
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18695 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 59293 members 
Mstep: Class 6 contains 2895 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 63767 members 
Mstep: Class 10 contains 22284 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 478 members 
Mstep: Class 13 contains 108771 members 
Mstep: Class 14 contains 3289 members 
Mstep: Class 15 contains 3597 members 
Mstep: Class 16 contains 11638 members 
Mstep: Class 17 contains 2022 members 
Mstep: Class 18 contains 81008 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 87476 members 
Mstep: Class 22 contains 99878 members 
Mstep: Class 23 contains 2154 members 
Mstep: Class 24 contains 121027 members 
Mstep: Class 25 contains 5408 members 
Mstep: Class 26 contains 46391 members 
Mstep: Class 27 contains 543 members 
Mstep: Class 28 contains 69190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102159640.000000 Penalty: 62073.812500
Iteration 40F: 29 clusters Score -1.021596e+08 nChanged 26972
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17933 members 
Mstep: Class 3 contains 12289 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 58483 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 2395 members 
Mstep: Class 8 contains 10913 members 
Mstep: Class 9 contains 65037 members 
Mstep: Class 10 contains 22064 members 
Mstep: Class 11 contains 1342 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 102633 members 
Mstep: Class 14 contains 3930 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 11474 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 83894 members 
Mstep: Class 19 contains 626 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 86622 members 
Mstep: Class 22 contains 100875 members 
Mstep: Class 23 contains 2457 members 
Mstep: Class 24 contains 118430 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 49409 members 
Mstep: Class 27 contains 569 members 
Mstep: Class 28 contains 72276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102167792.000000 Penalty: 62073.812500
Iteration 41Q: 29 clusters Score -1.021678e+08 nChanged 18701
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17462 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 57776 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 2471 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 66164 members 
Mstep: Class 10 contains 21979 members 
Mstep: Class 11 contains 1368 members 
Mstep: Class 12 contains 478 members 
Mstep: Class 13 contains 97807 members 
Mstep: Class 14 contains 4561 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 86312 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 1199 members 
Mstep: Class 21 contains 86370 members 
Mstep: Class 22 contains 100950 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 116113 members 
Mstep: Class 25 contains 5593 members 
Mstep: Class 26 contains 51983 members 
Mstep: Class 27 contains 573 members 
Mstep: Class 28 contains 74377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102173480.000000 Penalty: 62073.812500
Iteration 42Q: 29 clusters Score -1.021735e+08 nChanged 16219
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17150 members 
Mstep: Class 3 contains 10827 members 
Mstep: Class 4 contains 1183 members 
Mstep: Class 5 contains 57137 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 10844 members 
Mstep: Class 9 contains 67049 members 
Mstep: Class 10 contains 22002 members 
Mstep: Class 11 contains 1387 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 93680 members 
Mstep: Class 14 contains 5302 members 
Mstep: Class 15 contains 3915 members 
Mstep: Class 16 contains 11438 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 88387 members 
Mstep: Class 19 contains 621 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 86141 members 
Mstep: Class 22 contains 100770 members 
Mstep: Class 23 contains 2891 members 
Mstep: Class 24 contains 113974 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 54433 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 76253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102179256.000000 Penalty: 62073.812500
Iteration 43Q: 29 clusters Score -1.021793e+08 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16909 members 
Mstep: Class 3 contains 10026 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 56474 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 10764 members 
Mstep: Class 9 contains 67646 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 90188 members 
Mstep: Class 14 contains 6112 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 16 contains 11503 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 90093 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 1196 members 
Mstep: Class 21 contains 85862 members 
Mstep: Class 22 contains 100489 members 
Mstep: Class 23 contains 3018 members 
Mstep: Class 24 contains 112001 members 
Mstep: Class 25 contains 5705 members 
Mstep: Class 26 contains 56813 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 78168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102184264.000000 Penalty: 62073.812500
Iteration 44Q: 29 clusters Score -1.021843e+08 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16726 members 
Mstep: Class 3 contains 9148 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 55812 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 2570 members 
Mstep: Class 8 contains 10616 members 
Mstep: Class 9 contains 68091 members 
Mstep: Class 10 contains 22222 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 87287 members 
Mstep: Class 14 contains 6985 members 
Mstep: Class 15 contains 4040 members 
Mstep: Class 16 contains 11629 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 91387 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 85386 members 
Mstep: Class 22 contains 100197 members 
Mstep: Class 23 contains 3129 members 
Mstep: Class 24 contains 109942 members 
Mstep: Class 25 contains 5728 members 
Mstep: Class 26 contains 59291 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 80187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102188888.000000 Penalty: 62073.812500
Iteration 45Q: 29 clusters Score -1.021889e+08 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 8228 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 55166 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 68357 members 
Mstep: Class 10 contains 22391 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 84863 members 
Mstep: Class 14 contains 7919 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 11782 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 92335 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 84830 members 
Mstep: Class 22 contains 99893 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 108004 members 
Mstep: Class 25 contains 5743 members 
Mstep: Class 26 contains 61683 members 
Mstep: Class 27 contains 574 members 
Mstep: Class 28 contains 82300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102193016.000000 Penalty: 62073.812500
Iteration 46Q: 29 clusters Score -1.02193e+08 nChanged 13686
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16393 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 54528 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 8 contains 10219 members 
Mstep: Class 9 contains 68539 members 
Mstep: Class 10 contains 22645 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 82793 members 
Mstep: Class 14 contains 8840 members 
Mstep: Class 15 contains 4120 members 
Mstep: Class 16 contains 11932 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 92982 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 84335 members 
Mstep: Class 22 contains 99545 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 105916 members 
Mstep: Class 25 contains 5774 members 
Mstep: Class 26 contains 63998 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 84550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102196872.000000 Penalty: 62073.812500
Iteration 47Q: 29 clusters Score -1.021969e+08 nChanged 14234
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16235 members 
Mstep: Class 3 contains 6566 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 53886 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 9972 members 
Mstep: Class 9 contains 68581 members 
Mstep: Class 10 contains 22905 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 81144 members 
Mstep: Class 14 contains 9726 members 
Mstep: Class 15 contains 4154 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 93201 members 
Mstep: Class 19 contains 606 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 84161 members 
Mstep: Class 22 contains 99203 members 
Mstep: Class 23 contains 3332 members 
Mstep: Class 24 contains 103578 members 
Mstep: Class 25 contains 5805 members 
Mstep: Class 26 contains 66355 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 86845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102199776.000000 Penalty: 62073.812500
Iteration 48Q: 29 clusters Score -1.021998e+08 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16092 members 
Mstep: Class 3 contains 5945 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 53192 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 9653 members 
Mstep: Class 9 contains 68467 members 
Mstep: Class 10 contains 23086 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 79993 members 
Mstep: Class 14 contains 10488 members 
Mstep: Class 15 contains 4191 members 
Mstep: Class 16 contains 12322 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 18 contains 92989 members 
Mstep: Class 19 contains 601 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 84449 members 
Mstep: Class 22 contains 98978 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 101330 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 68599 members 
Mstep: Class 27 contains 558 members 
Mstep: Class 28 contains 88791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102202480.000000 Penalty: 62073.812500
Iteration 49Q: 29 clusters Score -1.022025e+08 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15980 members 
Mstep: Class 3 contains 5445 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 52444 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 8 contains 9272 members 
Mstep: Class 9 contains 68255 members 
Mstep: Class 10 contains 23253 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 79100 members 
Mstep: Class 14 contains 11158 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 12621 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 92529 members 
Mstep: Class 19 contains 599 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 85203 members 
Mstep: Class 22 contains 98787 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 99244 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 70825 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 90183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102204552.000000 Penalty: 62073.812500
Iteration 50Q: 29 clusters Score -1.022046e+08 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15880 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 51678 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 8910 members 
Mstep: Class 9 contains 67966 members 
Mstep: Class 10 contains 23354 members 
Mstep: Class 11 contains 1443 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 78366 members 
Mstep: Class 14 contains 11720 members 
Mstep: Class 15 contains 4228 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 2262 members 
Mstep: Class 18 contains 91831 members 
Mstep: Class 19 contains 598 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 86269 members 
Mstep: Class 22 contains 98567 members 
Mstep: Class 23 contains 3416 members 
Mstep: Class 24 contains 97566 members 
Mstep: Class 25 contains 5896 members 
Mstep: Class 26 contains 72994 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 91185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102207216.000000 Penalty: 62073.812500
Iteration 51Q: 29 clusters Score -1.022072e+08 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15820 members 
Mstep: Class 3 contains 4805 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 50950 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 2750 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 67587 members 
Mstep: Class 10 contains 23404 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 77733 members 
Mstep: Class 14 contains 12160 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 13178 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 91047 members 
Mstep: Class 19 contains 597 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 87644 members 
Mstep: Class 22 contains 98412 members 
Mstep: Class 23 contains 3441 members 
Mstep: Class 24 contains 96148 members 
Mstep: Class 25 contains 5921 members 
Mstep: Class 26 contains 75153 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 91633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209000.000000 Penalty: 62073.812500
Iteration 52Q: 29 clusters Score -1.02209e+08 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15745 members 
Mstep: Class 3 contains 4631 members 
Mstep: Class 4 contains 1256 members 
Mstep: Class 5 contains 50209 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 2777 members 
Mstep: Class 8 contains 8215 members 
Mstep: Class 9 contains 67186 members 
Mstep: Class 10 contains 23426 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 77138 members 
Mstep: Class 14 contains 12533 members 
Mstep: Class 15 contains 4254 members 
Mstep: Class 16 contains 13486 members 
Mstep: Class 17 contains 2308 members 
Mstep: Class 18 contains 90278 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 89031 members 
Mstep: Class 22 contains 98288 members 
Mstep: Class 23 contains 3478 members 
Mstep: Class 24 contains 94908 members 
Mstep: Class 25 contains 5940 members 
Mstep: Class 26 contains 77284 members 
Mstep: Class 27 contains 546 members 
Mstep: Class 28 contains 91799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210208.000000 Penalty: 62073.812500
Iteration 53Q: 29 clusters Score -1.022102e+08 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15691 members 
Mstep: Class 3 contains 4499 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 49550 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 7892 members 
Mstep: Class 9 contains 66743 members 
Mstep: Class 10 contains 23426 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 76565 members 
Mstep: Class 14 contains 12874 members 
Mstep: Class 15 contains 4259 members 
Mstep: Class 16 contains 13840 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 89536 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 1222 members 
Mstep: Class 21 contains 90246 members 
Mstep: Class 22 contains 98174 members 
Mstep: Class 23 contains 3494 members 
Mstep: Class 24 contains 93936 members 
Mstep: Class 25 contains 5945 members 
Mstep: Class 26 contains 79481 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 91652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211456.000000 Penalty: 62073.812500
Iteration 54Q: 29 clusters Score -1.022115e+08 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15653 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 48974 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 7599 members 
Mstep: Class 9 contains 66335 members 
Mstep: Class 10 contains 23402 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 76087 members 
Mstep: Class 14 contains 13153 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 14200 members 
Mstep: Class 17 contains 2349 members 
Mstep: Class 18 contains 88694 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 1221 members 
Mstep: Class 21 contains 91468 members 
Mstep: Class 22 contains 98082 members 
Mstep: Class 23 contains 3517 members 
Mstep: Class 24 contains 93146 members 
Mstep: Class 25 contains 5950 members 
Mstep: Class 26 contains 81552 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 91301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212632.000000 Penalty: 62073.812500
Iteration 55Q: 29 clusters Score -1.022126e+08 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15603 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 1278 members 
Mstep: Class 5 contains 48448 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 2812 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 65918 members 
Mstep: Class 10 contains 23360 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 75620 members 
Mstep: Class 14 contains 13385 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 16 contains 14545 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 87598 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 1221 members 
Mstep: Class 21 contains 92663 members 
Mstep: Class 22 contains 98064 members 
Mstep: Class 23 contains 3545 members 
Mstep: Class 24 contains 92603 members 
Mstep: Class 25 contains 5950 members 
Mstep: Class 26 contains 83671 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 90832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214344.000000 Penalty: 62073.812500
Iteration 56Q: 29 clusters Score -1.022143e+08 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15535 members 
Mstep: Class 3 contains 4283 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 47944 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 65576 members 
Mstep: Class 10 contains 23335 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 74970 members 
Mstep: Class 14 contains 13604 members 
Mstep: Class 15 contains 4284 members 
Mstep: Class 16 contains 14867 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 86208 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 93638 members 
Mstep: Class 22 contains 97992 members 
Mstep: Class 23 contains 3571 members 
Mstep: Class 24 contains 92117 members 
Mstep: Class 25 contains 5948 members 
Mstep: Class 26 contains 86523 members 
Mstep: Class 27 contains 544 members 
Mstep: Class 28 contains 90236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217160.000000 Penalty: 62073.812500
Iteration 57Q: 29 clusters Score -1.022172e+08 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15480 members 
Mstep: Class 3 contains 4249 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 47449 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 65259 members 
Mstep: Class 10 contains 23307 members 
Mstep: Class 11 contains 1531 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 74243 members 
Mstep: Class 14 contains 13789 members 
Mstep: Class 15 contains 4281 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 18 contains 84683 members 
Mstep: Class 19 contains 592 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 94305 members 
Mstep: Class 22 contains 97898 members 
Mstep: Class 23 contains 3599 members 
Mstep: Class 24 contains 91755 members 
Mstep: Class 25 contains 5946 members 
Mstep: Class 26 contains 90013 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 89392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219264.000000 Penalty: 62073.812500
Iteration 58Q: 29 clusters Score -1.022193e+08 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15428 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 1295 members 
Mstep: Class 5 contains 46991 members 
Mstep: Class 6 contains 1965 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 6695 members 
Mstep: Class 9 contains 64896 members 
Mstep: Class 10 contains 23289 members 
Mstep: Class 11 contains 1546 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 73472 members 
Mstep: Class 14 contains 13932 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 15534 members 
Mstep: Class 17 contains 2430 members 
Mstep: Class 18 contains 83096 members 
Mstep: Class 19 contains 592 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 94608 members 
Mstep: Class 22 contains 97844 members 
Mstep: Class 23 contains 3618 members 
Mstep: Class 24 contains 91520 members 
Mstep: Class 25 contains 5933 members 
Mstep: Class 26 contains 93764 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 88620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219376.000000 Penalty: 62073.812500
Iteration 59Q: 29 clusters Score -1.022194e+08 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 4210 members 
Mstep: Class 4 contains 1302 members 
Mstep: Class 5 contains 46562 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 2803 members 
Mstep: Class 8 contains 6540 members 
Mstep: Class 9 contains 64538 members 
Mstep: Class 10 contains 23271 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 72707 members 
Mstep: Class 14 contains 14060 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 16 contains 15821 members 
Mstep: Class 17 contains 2431 members 
Mstep: Class 18 contains 81679 members 
Mstep: Class 19 contains 592 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 94748 members 
Mstep: Class 22 contains 97847 members 
Mstep: Class 23 contains 3636 members 
Mstep: Class 24 contains 91448 members 
Mstep: Class 25 contains 5926 members 
Mstep: Class 26 contains 97093 members 
Mstep: Class 27 contains 541 members 
Mstep: Class 28 contains 87990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218480.000000 Penalty: 62073.812500
Iteration 60F: 29 clusters Score -1.022185e+08 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15341 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 1303 members 
Mstep: Class 5 contains 46120 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 2802 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 64179 members 
Mstep: Class 10 contains 23135 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 481 members 
Mstep: Class 13 contains 71982 members 
Mstep: Class 14 contains 14554 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 16091 members 
Mstep: Class 17 contains 2431 members 
Mstep: Class 18 contains 80870 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 95052 members 
Mstep: Class 22 contains 97806 members 
Mstep: Class 23 contains 3669 members 
Mstep: Class 24 contains 91308 members 
Mstep: Class 25 contains 5915 members 
Mstep: Class 26 contains 99018 members 
Mstep: Class 27 contains 512 members 
Mstep: Class 28 contains 88071 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 29 clusters Score -1.022169e+08 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15293 members 
Mstep: Class 3 contains 3874 members 
Mstep: Class 4 contains 1302 members 
Mstep: Class 5 contains 45736 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 2803 members 
Mstep: Class 8 contains 6227 members 
Mstep: Class 9 contains 63858 members 
Mstep: Class 10 contains 23006 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 481 members 
Mstep: Class 13 contains 71493 members 
Mstep: Class 14 contains 14909 members 
Mstep: Class 15 contains 4286 members 
Mstep: Class 16 contains 16325 members 
Mstep: Class 17 contains 2430 members 
Mstep: Class 18 contains 80712 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 95474 members 
Mstep: Class 22 contains 97791 members 
Mstep: Class 23 contains 3701 members 
Mstep: Class 24 contains 91331 members 
Mstep: Class 25 contains 5902 members 
Mstep: Class 26 contains 99590 members 
Mstep: Class 27 contains 489 members 
Mstep: Class 28 contains 88288 members 
Entering Unmasked Estep 
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Iteration 62Q: 29 clusters Score -1.022152e+08 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15272 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 1302 members 
Mstep: Class 5 contains 45447 members 
Mstep: Class 6 contains 1965 members 
Mstep: Class 7 contains 2798 members 
Mstep: Class 8 contains 6107 members 
Mstep: Class 9 contains 63608 members 
Mstep: Class 10 contains 22907 members 
Mstep: Class 11 contains 1581 members 
Mstep: Class 12 contains 481 members 
Mstep: Class 13 contains 71171 members 
Mstep: Class 14 contains 15191 members 
Mstep: Class 15 contains 4285 members 
Mstep: Class 16 contains 16515 members 
Mstep: Class 17 contains 2437 members 
Mstep: Class 18 contains 80891 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 95876 members 
Mstep: Class 22 contains 97785 members 
Mstep: Class 23 contains 3723 members 
Mstep: Class 24 contains 91402 members 
Mstep: Class 25 contains 5900 members 
Mstep: Class 26 contains 99545 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 88410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214496.000000 Penalty: 62073.812500
Iteration 63Q: 29 clusters Score -1.022145e+08 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15252 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 45196 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 5992 members 
Mstep: Class 9 contains 63400 members 
Mstep: Class 10 contains 22823 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 480 members 
Mstep: Class 13 contains 70930 members 
Mstep: Class 14 contains 15419 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 16720 members 
Mstep: Class 17 contains 2437 members 
Mstep: Class 18 contains 81218 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 96300 members 
Mstep: Class 22 contains 97797 members 
Mstep: Class 23 contains 3741 members 
Mstep: Class 24 contains 91376 members 
Mstep: Class 25 contains 5892 members 
Mstep: Class 26 contains 99266 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 88489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214296.000000 Penalty: 62073.812500
Iteration 64Q: 29 clusters Score -1.022143e+08 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15234 members 
Mstep: Class 3 contains 3602 members 
Mstep: Class 4 contains 1311 members 
Mstep: Class 5 contains 44990 members 
Mstep: Class 6 contains 1960 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 63243 members 
Mstep: Class 10 contains 22757 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 480 members 
Mstep: Class 13 contains 70838 members 
Mstep: Class 14 contains 15612 members 
Mstep: Class 15 contains 4307 members 
Mstep: Class 16 contains 16878 members 
Mstep: Class 17 contains 2440 members 
Mstep: Class 18 contains 81498 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 96722 members 
Mstep: Class 22 contains 97789 members 
Mstep: Class 23 contains 3760 members 
Mstep: Class 24 contains 91413 members 
Mstep: Class 25 contains 5887 members 
Mstep: Class 26 contains 98845 members 
Mstep: Class 27 contains 469 members 
Mstep: Class 28 contains 88511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214456.000000 Penalty: 62073.812500
Iteration 65Q: 29 clusters Score -1.022145e+08 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15220 members 
Mstep: Class 3 contains 3526 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 44802 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 2771 members 
Mstep: Class 8 contains 5834 members 
Mstep: Class 9 contains 63132 members 
Mstep: Class 10 contains 22683 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 70812 members 
Mstep: Class 14 contains 15813 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 17017 members 
Mstep: Class 17 contains 2440 members 
Mstep: Class 18 contains 81783 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 97006 members 
Mstep: Class 22 contains 97762 members 
Mstep: Class 23 contains 3774 members 
Mstep: Class 24 contains 91418 members 
Mstep: Class 25 contains 5879 members 
Mstep: Class 26 contains 98458 members 
Mstep: Class 27 contains 467 members 
Mstep: Class 28 contains 88543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214168.000000 Penalty: 62073.812500
Iteration 66Q: 29 clusters Score -1.022142e+08 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15204 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 4 contains 1319 members 
Mstep: Class 5 contains 44609 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 2767 members 
Mstep: Class 8 contains 5782 members 
Mstep: Class 9 contains 63015 members 
Mstep: Class 10 contains 22632 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 70851 members 
Mstep: Class 14 contains 15978 members 
Mstep: Class 15 contains 4324 members 
Mstep: Class 16 contains 17130 members 
Mstep: Class 17 contains 2445 members 
Mstep: Class 18 contains 82044 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 97254 members 
Mstep: Class 22 contains 97730 members 
Mstep: Class 23 contains 3791 members 
Mstep: Class 24 contains 91416 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 98101 members 
Mstep: Class 27 contains 465 members 
Mstep: Class 28 contains 88542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214096.000000 Penalty: 62073.812500
Iteration 67Q: 29 clusters Score -1.022141e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15191 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 1326 members 
Mstep: Class 5 contains 44430 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 62895 members 
Mstep: Class 10 contains 22578 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 70887 members 
Mstep: Class 14 contains 16109 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 17239 members 
Mstep: Class 17 contains 2445 members 
Mstep: Class 18 contains 82288 members 
Mstep: Class 19 contains 578 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 97373 members 
Mstep: Class 22 contains 97724 members 
Mstep: Class 23 contains 3816 members 
Mstep: Class 24 contains 91430 members 
Mstep: Class 25 contains 5871 members 
Mstep: Class 26 contains 97815 members 
Mstep: Class 27 contains 461 members 
Mstep: Class 28 contains 88583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214032.000000 Penalty: 62073.812500
Iteration 68Q: 29 clusters Score -1.02214e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15188 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 44271 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 62810 members 
Mstep: Class 10 contains 22525 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 70959 members 
Mstep: Class 14 contains 16231 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 17330 members 
Mstep: Class 17 contains 2445 members 
Mstep: Class 18 contains 82444 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 97430 members 
Mstep: Class 22 contains 97697 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 91484 members 
Mstep: Class 25 contains 5866 members 
Mstep: Class 26 contains 97634 members 
Mstep: Class 27 contains 457 members 
Mstep: Class 28 contains 88573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214104.000000 Penalty: 62073.812500
Iteration 69Q: 29 clusters Score -1.022141e+08 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15179 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 44142 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 2748 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 62741 members 
Mstep: Class 10 contains 22466 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 71058 members 
Mstep: Class 14 contains 16334 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 17407 members 
Mstep: Class 17 contains 2447 members 
Mstep: Class 18 contains 82603 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 97438 members 
Mstep: Class 22 contains 97683 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 91553 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 97396 members 
Mstep: Class 27 contains 455 members 
Mstep: Class 28 contains 88592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214472.000000 Penalty: 62073.812500
Iteration 70Q: 29 clusters Score -1.022145e+08 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15152 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 44044 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 5694 members 
Mstep: Class 9 contains 62689 members 
Mstep: Class 10 contains 22409 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 71135 members 
Mstep: Class 14 contains 16452 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 2451 members 
Mstep: Class 18 contains 82729 members 
Mstep: Class 19 contains 576 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 97474 members 
Mstep: Class 22 contains 97666 members 
Mstep: Class 23 contains 3869 members 
Mstep: Class 24 contains 91618 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 97204 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 88561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214688.000000 Penalty: 62073.812500
Iteration 71Q: 29 clusters Score -1.022147e+08 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15139 members 
Mstep: Class 3 contains 3360 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 43957 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 5685 members 
Mstep: Class 9 contains 62637 members 
Mstep: Class 10 contains 22374 members 
Mstep: Class 11 contains 1652 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 71247 members 
Mstep: Class 14 contains 16553 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 16 contains 17495 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 82825 members 
Mstep: Class 19 contains 574 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 97473 members 
Mstep: Class 22 contains 97646 members 
Mstep: Class 23 contains 3875 members 
Mstep: Class 24 contains 91676 members 
Mstep: Class 25 contains 5856 members 
Mstep: Class 26 contains 97037 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 88523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215016.000000 Penalty: 62073.812500
Iteration 72Q: 29 clusters Score -1.02215e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15129 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 43879 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 5662 members 
Mstep: Class 9 contains 62576 members 
Mstep: Class 10 contains 22340 members 
Mstep: Class 11 contains 1657 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 71324 members 
Mstep: Class 14 contains 16638 members 
Mstep: Class 15 contains 4346 members 
Mstep: Class 16 contains 17545 members 
Mstep: Class 17 contains 2458 members 
Mstep: Class 18 contains 82913 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 97453 members 
Mstep: Class 22 contains 97663 members 
Mstep: Class 23 contains 3878 members 
Mstep: Class 24 contains 91737 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 96899 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 88513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215040.000000 Penalty: 62073.812500
Iteration 73Q: 29 clusters Score -1.02215e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 43796 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 5645 members 
Mstep: Class 9 contains 62537 members 
Mstep: Class 10 contains 22313 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 71430 members 
Mstep: Class 14 contains 16711 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 2460 members 
Mstep: Class 18 contains 83014 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 97384 members 
Mstep: Class 22 contains 97682 members 
Mstep: Class 23 contains 3877 members 
Mstep: Class 24 contains 91786 members 
Mstep: Class 25 contains 5837 members 
Mstep: Class 26 contains 96822 members 
Mstep: Class 27 contains 453 members 
Mstep: Class 28 contains 88470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214928.000000 Penalty: 62073.812500
Iteration 74Q: 29 clusters Score -1.022149e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15089 members 
Mstep: Class 3 contains 3310 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 43722 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 62507 members 
Mstep: Class 10 contains 22284 members 
Mstep: Class 11 contains 1669 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 71558 members 
Mstep: Class 14 contains 16780 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 17611 members 
Mstep: Class 17 contains 2465 members 
Mstep: Class 18 contains 83144 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 97291 members 
Mstep: Class 22 contains 97695 members 
Mstep: Class 23 contains 3875 members 
Mstep: Class 24 contains 91840 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 96680 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 88449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214936.000000 Penalty: 62073.812500
Iteration 75Q: 29 clusters Score -1.022149e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15079 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 43637 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 5616 members 
Mstep: Class 9 contains 62497 members 
Mstep: Class 10 contains 22240 members 
Mstep: Class 11 contains 1675 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 71732 members 
Mstep: Class 14 contains 16850 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 17645 members 
Mstep: Class 17 contains 2470 members 
Mstep: Class 18 contains 83259 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 97215 members 
Mstep: Class 22 contains 97692 members 
Mstep: Class 23 contains 3876 members 
Mstep: Class 24 contains 91872 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 96521 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 88412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214952.000000 Penalty: 62073.812500
Iteration 76Q: 29 clusters Score -1.02215e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 3294 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 43566 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 2714 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 62480 members 
Mstep: Class 10 contains 22214 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 71885 members 
Mstep: Class 14 contains 16912 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 17673 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 83381 members 
Mstep: Class 19 contains 574 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 97159 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 3888 members 
Mstep: Class 24 contains 91895 members 
Mstep: Class 25 contains 5827 members 
Mstep: Class 26 contains 96396 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 88322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214864.000000 Penalty: 62073.812500
Iteration 77Q: 29 clusters Score -1.022149e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15046 members 
Mstep: Class 3 contains 3288 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 43510 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2708 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 62471 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 72049 members 
Mstep: Class 14 contains 16967 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 17706 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 83444 members 
Mstep: Class 19 contains 574 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 97104 members 
Mstep: Class 22 contains 97716 members 
Mstep: Class 23 contains 3898 members 
Mstep: Class 24 contains 91918 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 96295 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 88233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214952.000000 Penalty: 62073.812500
Iteration 78Q: 29 clusters Score -1.02215e+08 nChanged 1615
Entering ConstructFrom: 
Score: -102214952.000000 Penalty: 62073.812500
Entering ConstructFrom: 
Trying to split cluster 1 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -48342.312500 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -48342.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47451.703125 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -47451.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47788.609375 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -47788.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48035.566406 Penalty: 2048.945801
	Iteration 2F: 3 clusters Score -48035.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48370.789062 Penalty: 2048.945801
	Iteration 3F: 3 clusters Score -48370.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48561.371094 Penalty: 2048.945801
	Iteration 4F: 3 clusters Score -48561.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48614.164062 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -48614.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48619.976562 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -48619.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48623.144531 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -48623.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48646.066406 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -48646.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48675.871094 Penalty: 2048.945801
	Iteration 9Q: 3 clusters Score -48675.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48708.332031 Penalty: 2048.945801
	Iteration 10Q: 3 clusters Score -48708.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48786.984375 Penalty: 2048.945801
	Iteration 11Q: 3 clusters Score -48786.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48798.753906 Penalty: 2048.945801
	Iteration 12Q: 3 clusters Score -48798.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48799.789062 Penalty: 2048.945801
	Iteration 13Q: 3 clusters Score -48799.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48807.855469 Penalty: 2048.945801
	Iteration 14Q: 3 clusters Score -48807.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48809.542969 Penalty: 2048.945801
	Iteration 15Q: 3 clusters Score -48809.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48823.882812 Penalty: 2048.945801
	Iteration 16F: 3 clusters Score -48823.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48866.179688 Penalty: 2048.945801
	Iteration 17Q: 3 clusters Score -48866.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48907.925781 Penalty: 2048.945801
	Iteration 18Q: 3 clusters Score -48907.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48920.503906 Penalty: 2048.945801
	Iteration 19Q: 3 clusters Score -48920.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48922.578125 Penalty: 2048.945801
	Iteration 20F: 3 clusters Score -48922.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 43457 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 62475 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 72224 members 
Mstep: Class 14 contains 17026 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 18 contains 83500 members 
Mstep: Class 19 contains 574 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 97033 members 
Mstep: Class 22 contains 97711 members 
Mstep: Class 23 contains 3903 members 
Mstep: Class 24 contains 91968 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 96198 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 88139 members 
Mstep: Class 29 contains 188 members 
Entering Unmasked Estep 
Score: -102214512.000000 Penalty: 64290.734375
Splitting cluster 1 changes total score from -102214952.000000 to -102214512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Entering Unmasked Estep 
Score: -1818660.375000 Penalty: 1562.936279
	Iteration 0F: 2 clusters Score -1818660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1808167.375000 Penalty: 3125.872559
	Iteration 0F: 3 clusters Score -1808167 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1811793.875000 Penalty: 3125.872559
	Iteration 1F: 3 clusters Score -1811794 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1812114.000000 Penalty: 3125.872559
	Iteration 2F: 3 clusters Score -1812114 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1812404.375000 Penalty: 3125.872559
	Iteration 3Q: 3 clusters Score -1812404 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1812729.500000 Penalty: 3125.872559
	Iteration 4Q: 3 clusters Score -1812730 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1813107.750000 Penalty: 3125.872559
	Iteration 5Q: 3 clusters Score -1813108 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1813505.875000 Penalty: 3125.872559
	Iteration 6Q: 3 clusters Score -1813506 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1813997.375000 Penalty: 3125.872559
	Iteration 7F: 3 clusters Score -1813997 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1814526.375000 Penalty: 3125.872559
	Iteration 8F: 3 clusters Score -1814526 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1815067.625000 Penalty: 3125.872559
	Iteration 9Q: 3 clusters Score -1815068 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1815559.875000 Penalty: 3125.872559
	Iteration 10Q: 3 clusters Score -1815560 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1815970.750000 Penalty: 3125.872559
	Iteration 11Q: 3 clusters Score -1815971 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1816292.875000 Penalty: 3125.872559
	Iteration 12Q: 3 clusters Score -1816293 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1816507.125000 Penalty: 3125.872559
	Iteration 13Q: 3 clusters Score -1816507 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1816660.000000 Penalty: 3125.872559
	Iteration 14Q: 3 clusters Score -1816660 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1816754.250000 Penalty: 3125.872559
	Iteration 15Q: 3 clusters Score -1816754 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1816849.500000 Penalty: 3125.872559
	Iteration 16Q: 3 clusters Score -1816850 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1816933.625000 Penalty: 3125.872559
	Iteration 17Q: 3 clusters Score -1816934 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1816998.500000 Penalty: 3125.872559
	Iteration 18Q: 3 clusters Score -1816998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1817045.250000 Penalty: 3125.872559
	Iteration 19Q: 3 clusters Score -1817045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1817077.750000 Penalty: 3125.872559
	Iteration 20F: 3 clusters Score -1817078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1817102.875000 Penalty: 3125.872559
	Iteration 21Q: 3 clusters Score -1817103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1817126.125000 Penalty: 3125.872559
	Iteration 22Q: 3 clusters Score -1817126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1817150.250000 Penalty: 3125.872559
	Iteration 23Q: 3 clusters Score -1817150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1817179.375000 Penalty: 3125.872559
	Iteration 24Q: 3 clusters Score -1817179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1817190.625000 Penalty: 3125.872559
	Iteration 25Q: 3 clusters Score -1817191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1817209.375000 Penalty: 3125.872559
	Iteration 26Q: 3 clusters Score -1817209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1817223.500000 Penalty: 3125.872559
	Iteration 27Q: 3 clusters Score -1817224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1817228.375000 Penalty: 3125.872559
	Iteration 28Q: 3 clusters Score -1817228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1817239.500000 Penalty: 3125.872559
	Iteration 29Q: 3 clusters Score -1817240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1817253.875000 Penalty: 3125.872559
	Iteration 30Q: 3 clusters Score -1817254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1817272.250000 Penalty: 3125.872559
	Iteration 31Q: 3 clusters Score -1817272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1817282.250000 Penalty: 3125.872559
	Iteration 32Q: 3 clusters Score -1817282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1817289.625000 Penalty: 3125.872559
	Iteration 33Q: 3 clusters Score -1817290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1817300.250000 Penalty: 3125.872559
	Iteration 34Q: 3 clusters Score -1817300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1817306.500000 Penalty: 3125.872559
	Iteration 35Q: 3 clusters Score -1817306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1817310.000000 Penalty: 3125.872559
	Iteration 36Q: 3 clusters Score -1817310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1817311.125000 Penalty: 3125.872559
	Iteration 37Q: 3 clusters Score -1817311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1817318.375000 Penalty: 3125.872559
	Iteration 38Q: 3 clusters Score -1817318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1817328.375000 Penalty: 3125.872559
	Iteration 39Q: 3 clusters Score -1817328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1817336.875000 Penalty: 3125.872559
	Iteration 40F: 3 clusters Score -1817337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1817341.750000 Penalty: 3125.872559
	Iteration 41Q: 3 clusters Score -1817342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1817342.625000 Penalty: 3125.872559
	Iteration 42Q: 3 clusters Score -1817343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1817342.125000 Penalty: 3125.872559
	Iteration 43Q: 3 clusters Score -1817342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1817341.875000 Penalty: 3125.872559
	Iteration 44Q: 3 clusters Score -1817342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1817342.250000 Penalty: 3125.872559
	Iteration 45Q: 3 clusters Score -1817342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1817344.125000 Penalty: 3125.872559
	Iteration 46Q: 3 clusters Score -1817344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1817345.250000 Penalty: 3125.872559
	Iteration 47Q: 3 clusters Score -1817345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1817345.250000 Penalty: 3125.872559
	Iteration 48F: 3 clusters Score -1817345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -379179.656250 Penalty: 1315.732788
	Iteration 0F: 2 clusters Score -379179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -376255.937500 Penalty: 2631.465576
	Iteration 0F: 3 clusters Score -376255.9 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -377082.062500 Penalty: 2631.465576
	Iteration 1F: 3 clusters Score -377082.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -377366.750000 Penalty: 2631.465576
	Iteration 2F: 3 clusters Score -377366.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -377659.906250 Penalty: 2631.465576
	Iteration 3F: 3 clusters Score -377659.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -377917.468750 Penalty: 2631.465576
	Iteration 4F: 3 clusters Score -377917.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -378136.500000 Penalty: 2631.465576
	Iteration 5F: 3 clusters Score -378136.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -378315.250000 Penalty: 2631.465576
	Iteration 6F: 3 clusters Score -378315.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -378442.437500 Penalty: 2631.465576
	Iteration 7Q: 3 clusters Score -378442.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -378528.406250 Penalty: 2631.465576
	Iteration 8Q: 3 clusters Score -378528.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -378572.718750 Penalty: 2631.465576
	Iteration 9Q: 3 clusters Score -378572.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -378599.593750 Penalty: 2631.465576
	Iteration 10Q: 3 clusters Score -378599.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -378613.843750 Penalty: 2631.465576
	Iteration 11Q: 3 clusters Score -378613.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -378623.312500 Penalty: 2631.465576
	Iteration 12Q: 3 clusters Score -378623.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -378634.156250 Penalty: 2631.465576
	Iteration 13Q: 3 clusters Score -378634.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -378639.125000 Penalty: 2631.465576
	Iteration 14Q: 3 clusters Score -378639.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -378642.875000 Penalty: 2631.465576
	Iteration 15Q: 3 clusters Score -378642.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -378647.031250 Penalty: 2631.465576
	Iteration 16Q: 3 clusters Score -378647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -378652.343750 Penalty: 2631.465576
	Iteration 17Q: 3 clusters Score -378652.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -378657.437500 Penalty: 2631.465576
	Iteration 18Q: 3 clusters Score -378657.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -378664.062500 Penalty: 2631.465576
	Iteration 19Q: 3 clusters Score -378664.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -378668.531250 Penalty: 2631.465576
	Iteration 20F: 3 clusters Score -378668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -378670.406250 Penalty: 2631.465576
	Iteration 21Q: 3 clusters Score -378670.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -378673.687500 Penalty: 2631.465576
	Iteration 22Q: 3 clusters Score -378673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -378677.937500 Penalty: 2631.465576
	Iteration 23Q: 3 clusters Score -378677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -378680.218750 Penalty: 2631.465576
	Iteration 24Q: 3 clusters Score -378680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -378681.812500 Penalty: 2631.465576
	Iteration 25Q: 3 clusters Score -378681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -378683.250000 Penalty: 2631.465576
	Iteration 26Q: 3 clusters Score -378683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -378684.781250 Penalty: 2631.465576
	Iteration 27Q: 3 clusters Score -378684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -378684.781250 Penalty: 2631.465576
	Iteration 28Q: 3 clusters Score -378684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -378685.125000 Penalty: 2631.465576
	Iteration 29Q: 3 clusters Score -378685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -378685.500000 Penalty: 2631.465576
	Iteration 30Q: 3 clusters Score -378685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -378685.500000 Penalty: 2631.465576
	Iteration 31F: 3 clusters Score -378685.5 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: -158921.328125 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -158921.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -157226.171875 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -157226.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -157646.421875 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -157646.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -157866.265625 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -157866.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -158025.625000 Penalty: 2352.277832
	Iteration 3F: 3 clusters Score -158025.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -158132.906250 Penalty: 2352.277832
	Iteration 4F: 3 clusters Score -158132.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -158193.953125 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -158194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -158244.906250 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -158244.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -158279.046875 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -158279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -158295.578125 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -158295.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -158303.578125 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -158303.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -158307.562500 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -158307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -158309.515625 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -158309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -158310.062500 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -158310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -158310.062500 Penalty: 2352.277832
	Iteration 13F: 3 clusters Score -158310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Entering Unmasked Estep 
Score: -5372835.000000 Penalty: 1735.423218
	Iteration 0F: 2 clusters Score -5372835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5343686.000000 Penalty: 3470.846436
	Iteration 0F: 3 clusters Score -5343686 nChanged 20281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -5354917.000000 Penalty: 3470.846436
	Iteration 1F: 3 clusters Score -5354917 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5355343.500000 Penalty: 3470.846436
	Iteration 2Q: 3 clusters Score -5355344 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -5355844.500000 Penalty: 3470.846436
	Iteration 3Q: 3 clusters Score -5355844 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5356519.500000 Penalty: 3470.846436
	Iteration 4Q: 3 clusters Score -5356520 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -5357675.500000 Penalty: 3470.846436
	Iteration 5F: 3 clusters Score -5357676 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -5359657.500000 Penalty: 3470.846436
	Iteration 6F: 3 clusters Score -5359658 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -5362672.000000 Penalty: 3470.846436
	Iteration 7F: 3 clusters Score -5362672 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -5366342.500000 Penalty: 3470.846436
	Iteration 8F: 3 clusters Score -5366342 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -5369238.000000 Penalty: 3470.846436
	Iteration 9F: 3 clusters Score -5369238 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5370548.000000 Penalty: 3470.846436
	Iteration 10Q: 3 clusters Score -5370548 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -5370986.000000 Penalty: 3470.846436
	Iteration 11Q: 3 clusters Score -5370986 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -5371123.500000 Penalty: 3470.846436
	Iteration 12Q: 3 clusters Score -5371124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -5371175.000000 Penalty: 3470.846436
	Iteration 13Q: 3 clusters Score -5371175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -5371210.500000 Penalty: 3470.846436
	Iteration 14Q: 3 clusters Score -5371210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -5371242.500000 Penalty: 3470.846436
	Iteration 15Q: 3 clusters Score -5371242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5371258.500000 Penalty: 3470.846436
	Iteration 16Q: 3 clusters Score -5371258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -5371263.000000 Penalty: 3470.846436
	Iteration 17Q: 3 clusters Score -5371263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -5371261.500000 Penalty: 3470.846436
	Iteration 18Q: 3 clusters Score -5371262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -5371258.000000 Penalty: 3470.846436
	Iteration 19Q: 3 clusters Score -5371258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5371263.000000 Penalty: 3470.846436
	Iteration 20F: 3 clusters Score -5371263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -227624.703125 Penalty: 1236.683105
	Iteration 0F: 2 clusters Score -227624.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -225507.890625 Penalty: 2473.366211
	Iteration 0F: 3 clusters Score -225507.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -225974.937500 Penalty: 2473.366211
	Iteration 1F: 3 clusters Score -225974.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -226088.421875 Penalty: 2473.366211
	Iteration 2F: 3 clusters Score -226088.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -226143.468750 Penalty: 2473.366211
	Iteration 3Q: 3 clusters Score -226143.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -226200.171875 Penalty: 2473.366211
	Iteration 4Q: 3 clusters Score -226200.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -226268.046875 Penalty: 2473.366211
	Iteration 5Q: 3 clusters Score -226268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -226330.906250 Penalty: 2473.366211
	Iteration 6Q: 3 clusters Score -226330.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -226399.937500 Penalty: 2473.366211
	Iteration 7Q: 3 clusters Score -226399.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -226480.593750 Penalty: 2473.366211
	Iteration 8Q: 3 clusters Score -226480.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -226578.031250 Penalty: 2473.366211
	Iteration 9Q: 3 clusters Score -226578 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -226704.031250 Penalty: 2473.366211
	Iteration 10Q: 3 clusters Score -226704 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -226822.750000 Penalty: 2473.366211
	Iteration 11Q: 3 clusters Score -226822.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -226910.375000 Penalty: 2473.366211
	Iteration 12Q: 3 clusters Score -226910.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -226956.968750 Penalty: 2473.366211
	Iteration 13Q: 3 clusters Score -226957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -226991.812500 Penalty: 2473.366211
	Iteration 14Q: 3 clusters Score -226991.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -227016.875000 Penalty: 2473.366211
	Iteration 15Q: 3 clusters Score -227016.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -227048.343750 Penalty: 2473.366211
	Iteration 16Q: 3 clusters Score -227048.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -227071.843750 Penalty: 2473.366211
	Iteration 17Q: 3 clusters Score -227071.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -227075.062500 Penalty: 2473.366211
	Iteration 18Q: 3 clusters Score -227075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -227077.843750 Penalty: 2473.366211
	Iteration 19Q: 3 clusters Score -227077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -227079.671875 Penalty: 2473.366211
	Iteration 20F: 3 clusters Score -227079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -227081.031250 Penalty: 2473.366211
	Iteration 21Q: 3 clusters Score -227081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -227082.906250 Penalty: 2473.366211
	Iteration 22Q: 3 clusters Score -227082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -227084.375000 Penalty: 2473.366211
	Iteration 23Q: 3 clusters Score -227084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -227085.750000 Penalty: 2473.366211
	Iteration 24Q: 3 clusters Score -227085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -227086.421875 Penalty: 2473.366211
	Iteration 25Q: 3 clusters Score -227086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -227087.609375 Penalty: 2473.366211
	Iteration 26Q: 3 clusters Score -227087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -227088.265625 Penalty: 2473.366211
	Iteration 27Q: 3 clusters Score -227088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -227088.953125 Penalty: 2473.366211
	Iteration 28Q: 3 clusters Score -227089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -227088.953125 Penalty: 2473.366211
	Iteration 29F: 3 clusters Score -227089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -313770.375000 Penalty: 1284.274414
	Iteration 0F: 2 clusters Score -313770.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -311284.312500 Penalty: 2568.548828
	Iteration 0F: 3 clusters Score -311284.3 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -312019.156250 Penalty: 2568.548828
	Iteration 1F: 3 clusters Score -312019.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -312212.343750 Penalty: 2568.548828
	Iteration 2F: 3 clusters Score -312212.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -312309.218750 Penalty: 2568.548828
	Iteration 3F: 3 clusters Score -312309.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -312373.031250 Penalty: 2568.548828
	Iteration 4Q: 3 clusters Score -312373 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -312417.968750 Penalty: 2568.548828
	Iteration 5Q: 3 clusters Score -312418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -312447.718750 Penalty: 2568.548828
	Iteration 6Q: 3 clusters Score -312447.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -312470.875000 Penalty: 2568.548828
	Iteration 7Q: 3 clusters Score -312470.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -312483.781250 Penalty: 2568.548828
	Iteration 8Q: 3 clusters Score -312483.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -312496.718750 Penalty: 2568.548828
	Iteration 9Q: 3 clusters Score -312496.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -312510.718750 Penalty: 2568.548828
	Iteration 10Q: 3 clusters Score -312510.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -312533.468750 Penalty: 2568.548828
	Iteration 11Q: 3 clusters Score -312533.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -312559.218750 Penalty: 2568.548828
	Iteration 12Q: 3 clusters Score -312559.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -312584.250000 Penalty: 2568.548828
	Iteration 13Q: 3 clusters Score -312584.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -312601.406250 Penalty: 2568.548828
	Iteration 14Q: 3 clusters Score -312601.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -312621.812500 Penalty: 2568.548828
	Iteration 15Q: 3 clusters Score -312621.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -312637.062500 Penalty: 2568.548828
	Iteration 16Q: 3 clusters Score -312637.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -312652.718750 Penalty: 2568.548828
	Iteration 17Q: 3 clusters Score -312652.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -312667.312500 Penalty: 2568.548828
	Iteration 18Q: 3 clusters Score -312667.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -312678.250000 Penalty: 2568.548828
	Iteration 19Q: 3 clusters Score -312678.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -312690.187500 Penalty: 2568.548828
	Iteration 20F: 3 clusters Score -312690.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -312703.156250 Penalty: 2568.548828
	Iteration 21Q: 3 clusters Score -312703.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -312713.843750 Penalty: 2568.548828
	Iteration 22Q: 3 clusters Score -312713.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -312722.281250 Penalty: 2568.548828
	Iteration 23Q: 3 clusters Score -312722.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -312729.718750 Penalty: 2568.548828
	Iteration 24Q: 3 clusters Score -312729.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -312737.718750 Penalty: 2568.548828
	Iteration 25Q: 3 clusters Score -312737.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -312742.218750 Penalty: 2568.548828
	Iteration 26Q: 3 clusters Score -312742.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -312752.281250 Penalty: 2568.548828
	Iteration 27Q: 3 clusters Score -312752.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -312758.843750 Penalty: 2568.548828
	Iteration 28Q: 3 clusters Score -312758.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -312765.125000 Penalty: 2568.548828
	Iteration 29Q: 3 clusters Score -312765.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -312770.312500 Penalty: 2568.548828
	Iteration 30Q: 3 clusters Score -312770.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -312775.000000 Penalty: 2568.548828
	Iteration 31Q: 3 clusters Score -312775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -312778.312500 Penalty: 2568.548828
	Iteration 32Q: 3 clusters Score -312778.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -312780.625000 Penalty: 2568.548828
	Iteration 33Q: 3 clusters Score -312780.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -312783.468750 Penalty: 2568.548828
	Iteration 34Q: 3 clusters Score -312783.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -312788.906250 Penalty: 2568.548828
	Iteration 35Q: 3 clusters Score -312788.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -312794.437500 Penalty: 2568.548828
	Iteration 36Q: 3 clusters Score -312794.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -312801.656250 Penalty: 2568.548828
	Iteration 37Q: 3 clusters Score -312801.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -312810.062500 Penalty: 2568.548828
	Iteration 38Q: 3 clusters Score -312810.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -312817.250000 Penalty: 2568.548828
	Iteration 39Q: 3 clusters Score -312817.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -312821.843750 Penalty: 2568.548828
	Iteration 40F: 3 clusters Score -312821.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -312828.093750 Penalty: 2568.548828
	Iteration 41Q: 3 clusters Score -312828.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -312833.812500 Penalty: 2568.548828
	Iteration 42Q: 3 clusters Score -312833.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -312838.031250 Penalty: 2568.548828
	Iteration 43Q: 3 clusters Score -312838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -312841.656250 Penalty: 2568.548828
	Iteration 44Q: 3 clusters Score -312841.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -312846.687500 Penalty: 2568.548828
	Iteration 45Q: 3 clusters Score -312846.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -312850.218750 Penalty: 2568.548828
	Iteration 46Q: 3 clusters Score -312850.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -312853.500000 Penalty: 2568.548828
	Iteration 47Q: 3 clusters Score -312853.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -312856.718750 Penalty: 2568.548828
	Iteration 48Q: 3 clusters Score -312856.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -312860.062500 Penalty: 2568.548828
	Iteration 49Q: 3 clusters Score -312860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312862.500000 Penalty: 2568.548828
	Iteration 50Q: 3 clusters Score -312862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -312862.750000 Penalty: 2568.548828
	Iteration 51Q: 3 clusters Score -312862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312863.531250 Penalty: 2568.548828
	Iteration 52Q: 3 clusters Score -312863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312863.531250 Penalty: 2568.548828
	Iteration 53F: 3 clusters Score -312863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Entering Unmasked Estep 
Score: -664112.437500 Penalty: 1401.878296
	Iteration 0F: 2 clusters Score -664112.4 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 2814 members 
Entering Unmasked Estep 
Score: -659774.375000 Penalty: 2803.756592
	Iteration 0F: 3 clusters Score -659774.4 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -661025.375000 Penalty: 2803.756592
	Iteration 1F: 3 clusters Score -661025.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -661193.812500 Penalty: 2803.756592
	Iteration 2F: 3 clusters Score -661193.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -661295.437500 Penalty: 2803.756592
	Iteration 3Q: 3 clusters Score -661295.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -661368.187500 Penalty: 2803.756592
	Iteration 4Q: 3 clusters Score -661368.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -661420.750000 Penalty: 2803.756592
	Iteration 5Q: 3 clusters Score -661420.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -661462.375000 Penalty: 2803.756592
	Iteration 6Q: 3 clusters Score -661462.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -661502.000000 Penalty: 2803.756592
	Iteration 7Q: 3 clusters Score -661502 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -661537.250000 Penalty: 2803.756592
	Iteration 8Q: 3 clusters Score -661537.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -661572.500000 Penalty: 2803.756592
	Iteration 9Q: 3 clusters Score -661572.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -661616.812500 Penalty: 2803.756592
	Iteration 10Q: 3 clusters Score -661616.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -661670.062500 Penalty: 2803.756592
	Iteration 11Q: 3 clusters Score -661670.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -661715.500000 Penalty: 2803.756592
	Iteration 12Q: 3 clusters Score -661715.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -661776.000000 Penalty: 2803.756592
	Iteration 13Q: 3 clusters Score -661776 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -661855.250000 Penalty: 2803.756592
	Iteration 14Q: 3 clusters Score -661855.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -661952.500000 Penalty: 2803.756592
	Iteration 15Q: 3 clusters Score -661952.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -662087.187500 Penalty: 2803.756592
	Iteration 16Q: 3 clusters Score -662087.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -662239.000000 Penalty: 2803.756592
	Iteration 17Q: 3 clusters Score -662239 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -662363.937500 Penalty: 2803.756592
	Iteration 18Q: 3 clusters Score -662363.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -662464.687500 Penalty: 2803.756592
	Iteration 19Q: 3 clusters Score -662464.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -662532.812500 Penalty: 2803.756592
	Iteration 20F: 3 clusters Score -662532.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -662578.187500 Penalty: 2803.756592
	Iteration 21Q: 3 clusters Score -662578.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -662604.250000 Penalty: 2803.756592
	Iteration 22Q: 3 clusters Score -662604.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -662634.687500 Penalty: 2803.756592
	Iteration 23Q: 3 clusters Score -662634.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -662654.125000 Penalty: 2803.756592
	Iteration 24Q: 3 clusters Score -662654.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -662672.812500 Penalty: 2803.756592
	Iteration 25Q: 3 clusters Score -662672.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -662686.750000 Penalty: 2803.756592
	Iteration 26Q: 3 clusters Score -662686.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -662703.625000 Penalty: 2803.756592
	Iteration 27Q: 3 clusters Score -662703.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -662718.062500 Penalty: 2803.756592
	Iteration 28Q: 3 clusters Score -662718.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -662735.125000 Penalty: 2803.756592
	Iteration 29Q: 3 clusters Score -662735.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -662746.875000 Penalty: 2803.756592
	Iteration 30Q: 3 clusters Score -662746.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -662757.437500 Penalty: 2803.756592
	Iteration 31Q: 3 clusters Score -662757.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -662767.000000 Penalty: 2803.756592
	Iteration 32Q: 3 clusters Score -662767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -662773.875000 Penalty: 2803.756592
	Iteration 33Q: 3 clusters Score -662773.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -662782.187500 Penalty: 2803.756592
	Iteration 34Q: 3 clusters Score -662782.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -662786.937500 Penalty: 2803.756592
	Iteration 35Q: 3 clusters Score -662786.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -662793.437500 Penalty: 2803.756592
	Iteration 36Q: 3 clusters Score -662793.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -662797.187500 Penalty: 2803.756592
	Iteration 37Q: 3 clusters Score -662797.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -662803.312500 Penalty: 2803.756592
	Iteration 38Q: 3 clusters Score -662803.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -662810.312500 Penalty: 2803.756592
	Iteration 39Q: 3 clusters Score -662810.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -662816.062500 Penalty: 2803.756592
	Iteration 40F: 3 clusters Score -662816.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -662821.125000 Penalty: 2803.756592
	Iteration 41Q: 3 clusters Score -662821.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -662824.687500 Penalty: 2803.756592
	Iteration 42Q: 3 clusters Score -662824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -662827.500000 Penalty: 2803.756592
	Iteration 43Q: 3 clusters Score -662827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -662826.500000 Penalty: 2803.756592
	Iteration 44Q: 3 clusters Score -662826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -662828.062500 Penalty: 2803.756592
	Iteration 45Q: 3 clusters Score -662828.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -662830.437500 Penalty: 2803.756592
	Iteration 46Q: 3 clusters Score -662830.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -662835.437500 Penalty: 2803.756592
	Iteration 47Q: 3 clusters Score -662835.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -662844.250000 Penalty: 2803.756592
	Iteration 48Q: 3 clusters Score -662844.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -662858.812500 Penalty: 2803.756592
	Iteration 49Q: 3 clusters Score -662858.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -662870.812500 Penalty: 2803.756592
	Iteration 50Q: 3 clusters Score -662870.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -662885.250000 Penalty: 2803.756592
	Iteration 51Q: 3 clusters Score -662885.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -662895.687500 Penalty: 2803.756592
	Iteration 52Q: 3 clusters Score -662895.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -662902.250000 Penalty: 2803.756592
	Iteration 53Q: 3 clusters Score -662902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -662905.375000 Penalty: 2803.756592
	Iteration 54Q: 3 clusters Score -662905.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -662908.125000 Penalty: 2803.756592
	Iteration 55Q: 3 clusters Score -662908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -662911.312500 Penalty: 2803.756592
	Iteration 56Q: 3 clusters Score -662911.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -662912.312500 Penalty: 2803.756592
	Iteration 57Q: 3 clusters Score -662912.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -662916.812500 Penalty: 2803.756592
	Iteration 58Q: 3 clusters Score -662916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -662918.187500 Penalty: 2803.756592
	Iteration 59Q: 3 clusters Score -662918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -662921.937500 Penalty: 2803.756592
	Iteration 60F: 3 clusters Score -662921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -662925.687500 Penalty: 2803.756592
	Iteration 61Q: 3 clusters Score -662925.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -662927.437500 Penalty: 2803.756592
	Iteration 62Q: 3 clusters Score -662927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -662930.375000 Penalty: 2803.756592
	Iteration 63Q: 3 clusters Score -662930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -662934.062500 Penalty: 2803.756592
	Iteration 64Q: 3 clusters Score -662934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -662939.625000 Penalty: 2803.756592
	Iteration 65Q: 3 clusters Score -662939.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -662946.750000 Penalty: 2803.756592
	Iteration 66Q: 3 clusters Score -662946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -662947.312500 Penalty: 2803.756592
	Iteration 67Q: 3 clusters Score -662947.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -662949.875000 Penalty: 2803.756592
	Iteration 68Q: 3 clusters Score -662949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -662950.000000 Penalty: 2803.756592
	Iteration 69Q: 3 clusters Score -662950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -662950.000000 Penalty: 2803.756592
	Iteration 70F: 3 clusters Score -662950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Entering Unmasked Estep 
Score: -7900258.000000 Penalty: 1794.409790
	Iteration 0F: 2 clusters Score -7900258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -7861559.500000 Penalty: 3588.819580
	Iteration 0F: 3 clusters Score -7861560 nChanged 29461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -7878166.000000 Penalty: 3588.819580
	Iteration 1F: 3 clusters Score -7878166 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -7879007.500000 Penalty: 3588.819580
	Iteration 2Q: 3 clusters Score -7879008 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -7880135.000000 Penalty: 3588.819580
	Iteration 3Q: 3 clusters Score -7880135 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -7881980.500000 Penalty: 3588.819580
	Iteration 4F: 3 clusters Score -7881980 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -7884911.500000 Penalty: 3588.819580
	Iteration 5F: 3 clusters Score -7884912 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -7888514.500000 Penalty: 3588.819580
	Iteration 6F: 3 clusters Score -7888514 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -7891740.000000 Penalty: 3588.819580
	Iteration 7F: 3 clusters Score -7891740 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -7893931.000000 Penalty: 3588.819580
	Iteration 8Q: 3 clusters Score -7893931 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -7895416.500000 Penalty: 3588.819580
	Iteration 9Q: 3 clusters Score -7895416 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -7896252.500000 Penalty: 3588.819580
	Iteration 10Q: 3 clusters Score -7896252 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -7896762.500000 Penalty: 3588.819580
	Iteration 11Q: 3 clusters Score -7896762 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -7897130.000000 Penalty: 3588.819580
	Iteration 12Q: 3 clusters Score -7897130 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -7897350.500000 Penalty: 3588.819580
	Iteration 13Q: 3 clusters Score -7897350 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -7897560.500000 Penalty: 3588.819580
	Iteration 14Q: 3 clusters Score -7897560 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -7897706.500000 Penalty: 3588.819580
	Iteration 15Q: 3 clusters Score -7897706 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -7897827.500000 Penalty: 3588.819580
	Iteration 16Q: 3 clusters Score -7897828 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7897906.500000 Penalty: 3588.819580
	Iteration 17Q: 3 clusters Score -7897906 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -7897955.000000 Penalty: 3588.819580
	Iteration 18Q: 3 clusters Score -7897955 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7898023.000000 Penalty: 3588.819580
	Iteration 19Q: 3 clusters Score -7898023 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -7898086.500000 Penalty: 3588.819580
	Iteration 20F: 3 clusters Score -7898086 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -7898163.500000 Penalty: 3588.819580
	Iteration 21Q: 3 clusters Score -7898164 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7898202.000000 Penalty: 3588.819580
	Iteration 22Q: 3 clusters Score -7898202 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7898236.000000 Penalty: 3588.819580
	Iteration 23Q: 3 clusters Score -7898236 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7898266.000000 Penalty: 3588.819580
	Iteration 24Q: 3 clusters Score -7898266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7898309.500000 Penalty: 3588.819580
	Iteration 25Q: 3 clusters Score -7898310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7898345.000000 Penalty: 3588.819580
	Iteration 26Q: 3 clusters Score -7898345 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7898376.000000 Penalty: 3588.819580
	Iteration 27Q: 3 clusters Score -7898376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7898420.500000 Penalty: 3588.819580
	Iteration 28Q: 3 clusters Score -7898420 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -7898457.500000 Penalty: 3588.819580
	Iteration 29Q: 3 clusters Score -7898458 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7898474.000000 Penalty: 3588.819580
	Iteration 30Q: 3 clusters Score -7898474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7898495.000000 Penalty: 3588.819580
	Iteration 31Q: 3 clusters Score -7898495 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7898510.000000 Penalty: 3588.819580
	Iteration 32Q: 3 clusters Score -7898510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7898521.000000 Penalty: 3588.819580
	Iteration 33Q: 3 clusters Score -7898521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7898526.000000 Penalty: 3588.819580
	Iteration 34Q: 3 clusters Score -7898526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7898558.500000 Penalty: 3588.819580
	Iteration 35Q: 3 clusters Score -7898558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7898559.000000 Penalty: 3588.819580
	Iteration 36Q: 3 clusters Score -7898559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7898569.500000 Penalty: 3588.819580
	Iteration 37Q: 3 clusters Score -7898570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7898584.500000 Penalty: 3588.819580
	Iteration 38Q: 3 clusters Score -7898584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7898588.500000 Penalty: 3588.819580
	Iteration 39Q: 3 clusters Score -7898588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7898594.500000 Penalty: 3588.819580
	Iteration 40F: 3 clusters Score -7898594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7898599.000000 Penalty: 3588.819580
	Iteration 41Q: 3 clusters Score -7898599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7898620.000000 Penalty: 3588.819580
	Iteration 42Q: 3 clusters Score -7898620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7898638.500000 Penalty: 3588.819580
	Iteration 43Q: 3 clusters Score -7898638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7898640.000000 Penalty: 3588.819580
	Iteration 44Q: 3 clusters Score -7898640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7898653.000000 Penalty: 3588.819580
	Iteration 45Q: 3 clusters Score -7898653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7898646.500000 Penalty: 3588.819580
	Iteration 46Q: 3 clusters Score -7898646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7898659.500000 Penalty: 3588.819580
	Iteration 47Q: 3 clusters Score -7898660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7898672.000000 Penalty: 3588.819580
	Iteration 48Q: 3 clusters Score -7898672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7898668.000000 Penalty: 3588.819580
	Iteration 49Q: 3 clusters Score -7898668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7898674.000000 Penalty: 3588.819580
	Iteration 50Q: 3 clusters Score -7898674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7898666.000000 Penalty: 3588.819580
	Iteration 51Q: 3 clusters Score -7898666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7898662.000000 Penalty: 3588.819580
	Iteration 52Q: 3 clusters Score -7898662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7898657.000000 Penalty: 3588.819580
	Iteration 53Q: 3 clusters Score -7898657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7898657.500000 Penalty: 3588.819580
	Iteration 54Q: 3 clusters Score -7898658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7898652.000000 Penalty: 3588.819580
	Iteration 55Q: 3 clusters Score -7898652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7898666.500000 Penalty: 3588.819580
	Iteration 56Q: 3 clusters Score -7898666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7898683.000000 Penalty: 3588.819580
	Iteration 57Q: 3 clusters Score -7898683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7898675.500000 Penalty: 3588.819580
	Iteration 58Q: 3 clusters Score -7898676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7898682.000000 Penalty: 3588.819580
	Iteration 59Q: 3 clusters Score -7898682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7898684.000000 Penalty: 3588.819580
	Iteration 60F: 3 clusters Score -7898684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7898679.500000 Penalty: 3588.819580
	Iteration 61Q: 3 clusters Score -7898680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7898688.500000 Penalty: 3588.819580
	Iteration 62Q: 3 clusters Score -7898688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7898697.500000 Penalty: 3588.819580
	Iteration 63Q: 3 clusters Score -7898698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7898700.000000 Penalty: 3588.819580
	Iteration 64Q: 3 clusters Score -7898700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7898697.000000 Penalty: 3588.819580
	Iteration 65Q: 3 clusters Score -7898697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7898700.000000 Penalty: 3588.819580
	Iteration 66Q: 3 clusters Score -7898700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7898707.000000 Penalty: 3588.819580
	Iteration 67Q: 3 clusters Score -7898707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7898704.000000 Penalty: 3588.819580
	Iteration 68Q: 3 clusters Score -7898704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7898706.000000 Penalty: 3588.819580
	Iteration 69Q: 3 clusters Score -7898706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7898703.000000 Penalty: 3588.819580
	Iteration 70Q: 3 clusters Score -7898703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7898707.500000 Penalty: 3588.819580
	Iteration 71Q: 3 clusters Score -7898708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7898705.500000 Penalty: 3588.819580
	Iteration 72Q: 3 clusters Score -7898706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7898706.000000 Penalty: 3588.819580
	Iteration 73Q: 3 clusters Score -7898706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7898700.000000 Penalty: 3588.819580
	Iteration 74Q: 3 clusters Score -7898700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7898706.000000 Penalty: 3588.819580
	Iteration 75Q: 3 clusters Score -7898706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7898698.500000 Penalty: 3588.819580
	Iteration 76Q: 3 clusters Score -7898698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7898705.000000 Penalty: 3588.819580
	Iteration 77Q: 3 clusters Score -7898705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7898704.500000 Penalty: 3588.819580
	Iteration 78Q: 3 clusters Score -7898704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7898712.500000 Penalty: 3588.819580
	Iteration 79Q: 3 clusters Score -7898712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7898713.500000 Penalty: 3588.819580
	Iteration 80F: 3 clusters Score -7898714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7898724.500000 Penalty: 3588.819580
	Iteration 81Q: 3 clusters Score -7898724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7898719.000000 Penalty: 3588.819580
	Iteration 82Q: 3 clusters Score -7898719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7898722.000000 Penalty: 3588.819580
	Iteration 83Q: 3 clusters Score -7898722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7898716.500000 Penalty: 3588.819580
	Iteration 84Q: 3 clusters Score -7898716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7898721.000000 Penalty: 3588.819580
	Iteration 85Q: 3 clusters Score -7898721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7898722.500000 Penalty: 3588.819580
	Iteration 86Q: 3 clusters Score -7898722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7898724.000000 Penalty: 3588.819580
	Iteration 87Q: 3 clusters Score -7898724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7898726.500000 Penalty: 3588.819580
	Iteration 88Q: 3 clusters Score -7898726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7898726.500000 Penalty: 3588.819580
	Iteration 89Q: 3 clusters Score -7898726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7898730.500000 Penalty: 3588.819580
	Iteration 90Q: 3 clusters Score -7898730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7898734.500000 Penalty: 3588.819580
	Iteration 91Q: 3 clusters Score -7898734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7898734.500000 Penalty: 3588.819580
	Iteration 92F: 3 clusters Score -7898734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Entering Unmasked Estep 
Score: -2662010.250000 Penalty: 1625.879517
	Iteration 0F: 2 clusters Score -2662010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2646905.750000 Penalty: 3251.759033
	Iteration 0F: 3 clusters Score -2646906 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2652534.000000 Penalty: 3251.759033
	Iteration 1F: 3 clusters Score -2652534 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2653033.000000 Penalty: 3251.759033
	Iteration 2F: 3 clusters Score -2653033 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2653654.500000 Penalty: 3251.759033
	Iteration 3F: 3 clusters Score -2653654 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2654577.000000 Penalty: 3251.759033
	Iteration 4F: 3 clusters Score -2654577 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2655770.500000 Penalty: 3251.759033
	Iteration 5F: 3 clusters Score -2655770 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2657129.250000 Penalty: 3251.759033
	Iteration 6F: 3 clusters Score -2657129 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2658451.250000 Penalty: 3251.759033
	Iteration 7F: 3 clusters Score -2658451 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2659418.000000 Penalty: 3251.759033
	Iteration 8Q: 3 clusters Score -2659418 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2659910.750000 Penalty: 3251.759033
	Iteration 9Q: 3 clusters Score -2659911 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2660204.250000 Penalty: 3251.759033
	Iteration 10Q: 3 clusters Score -2660204 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2660347.500000 Penalty: 3251.759033
	Iteration 11Q: 3 clusters Score -2660348 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2660424.750000 Penalty: 3251.759033
	Iteration 12Q: 3 clusters Score -2660425 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2660476.750000 Penalty: 3251.759033
	Iteration 13Q: 3 clusters Score -2660477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2660512.500000 Penalty: 3251.759033
	Iteration 14Q: 3 clusters Score -2660512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2660533.250000 Penalty: 3251.759033
	Iteration 15Q: 3 clusters Score -2660533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2660554.000000 Penalty: 3251.759033
	Iteration 16Q: 3 clusters Score -2660554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2660568.250000 Penalty: 3251.759033
	Iteration 17Q: 3 clusters Score -2660568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2660582.250000 Penalty: 3251.759033
	Iteration 18Q: 3 clusters Score -2660582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2660594.500000 Penalty: 3251.759033
	Iteration 19Q: 3 clusters Score -2660594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2660607.000000 Penalty: 3251.759033
	Iteration 20F: 3 clusters Score -2660607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2660615.250000 Penalty: 3251.759033
	Iteration 21Q: 3 clusters Score -2660615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2660618.500000 Penalty: 3251.759033
	Iteration 22Q: 3 clusters Score -2660618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2660619.000000 Penalty: 3251.759033
	Iteration 23Q: 3 clusters Score -2660619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2660620.000000 Penalty: 3251.759033
	Iteration 24Q: 3 clusters Score -2660620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2660631.750000 Penalty: 3251.759033
	Iteration 25Q: 3 clusters Score -2660632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2660645.000000 Penalty: 3251.759033
	Iteration 26Q: 3 clusters Score -2660645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2660644.000000 Penalty: 3251.759033
	Iteration 27Q: 3 clusters Score -2660644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2660645.000000 Penalty: 3251.759033
	Iteration 28Q: 3 clusters Score -2660645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2660652.500000 Penalty: 3251.759033
	Iteration 29Q: 3 clusters Score -2660652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2660652.750000 Penalty: 3251.759033
	Iteration 30Q: 3 clusters Score -2660653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2660652.250000 Penalty: 3251.759033
	Iteration 31Q: 3 clusters Score -2660652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2660654.500000 Penalty: 3251.759033
	Iteration 32Q: 3 clusters Score -2660654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2660654.750000 Penalty: 3251.759033
	Iteration 33Q: 3 clusters Score -2660655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2660654.750000 Penalty: 3251.759033
	Iteration 34F: 3 clusters Score -2660655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -186983.062500 Penalty: 1207.104126
	Iteration 0F: 2 clusters Score -186983.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -185125.750000 Penalty: 2414.208252
	Iteration 0F: 3 clusters Score -185125.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -185611.921875 Penalty: 2414.208252
	Iteration 1F: 3 clusters Score -185611.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -185753.953125 Penalty: 2414.208252
	Iteration 2F: 3 clusters Score -185754 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -185858.796875 Penalty: 2414.208252
	Iteration 3F: 3 clusters Score -185858.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -185918.343750 Penalty: 2414.208252
	Iteration 4Q: 3 clusters Score -185918.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -185948.703125 Penalty: 2414.208252
	Iteration 5Q: 3 clusters Score -185948.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -185971.625000 Penalty: 2414.208252
	Iteration 6Q: 3 clusters Score -185971.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -186011.593750 Penalty: 2414.208252
	Iteration 7Q: 3 clusters Score -186011.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -186052.218750 Penalty: 2414.208252
	Iteration 8Q: 3 clusters Score -186052.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -186127.281250 Penalty: 2414.208252
	Iteration 9Q: 3 clusters Score -186127.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -186230.093750 Penalty: 2414.208252
	Iteration 10Q: 3 clusters Score -186230.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -186327.312500 Penalty: 2414.208252
	Iteration 11Q: 3 clusters Score -186327.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -186427.703125 Penalty: 2414.208252
	Iteration 12Q: 3 clusters Score -186427.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -186538.125000 Penalty: 2414.208252
	Iteration 13Q: 3 clusters Score -186538.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -186602.765625 Penalty: 2414.208252
	Iteration 14Q: 3 clusters Score -186602.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -186667.265625 Penalty: 2414.208252
	Iteration 15Q: 3 clusters Score -186667.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -186712.140625 Penalty: 2414.208252
	Iteration 16Q: 3 clusters Score -186712.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -186741.890625 Penalty: 2414.208252
	Iteration 17Q: 3 clusters Score -186741.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -186760.859375 Penalty: 2414.208252
	Iteration 18Q: 3 clusters Score -186760.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -186770.734375 Penalty: 2414.208252
	Iteration 19Q: 3 clusters Score -186770.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186777.265625 Penalty: 2414.208252
	Iteration 20F: 3 clusters Score -186777.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -186785.640625 Penalty: 2414.208252
	Iteration 21Q: 3 clusters Score -186785.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -186797.484375 Penalty: 2414.208252
	Iteration 22Q: 3 clusters Score -186797.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186805.921875 Penalty: 2414.208252
	Iteration 23Q: 3 clusters Score -186805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186809.312500 Penalty: 2414.208252
	Iteration 24Q: 3 clusters Score -186809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -186810.453125 Penalty: 2414.208252
	Iteration 25Q: 3 clusters Score -186810.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -186812.078125 Penalty: 2414.208252
	Iteration 26Q: 3 clusters Score -186812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -186815.359375 Penalty: 2414.208252
	Iteration 27Q: 3 clusters Score -186815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -186824.328125 Penalty: 2414.208252
	Iteration 28Q: 3 clusters Score -186824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -186833.921875 Penalty: 2414.208252
	Iteration 29Q: 3 clusters Score -186833.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -186843.250000 Penalty: 2414.208252
	Iteration 30Q: 3 clusters Score -186843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -186847.828125 Penalty: 2414.208252
	Iteration 31Q: 3 clusters Score -186847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -186855.656250 Penalty: 2414.208252
	Iteration 32Q: 3 clusters Score -186855.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -186864.421875 Penalty: 2414.208252
	Iteration 33Q: 3 clusters Score -186864.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -186873.312500 Penalty: 2414.208252
	Iteration 34Q: 3 clusters Score -186873.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186887.031250 Penalty: 2414.208252
	Iteration 35Q: 3 clusters Score -186887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -186896.656250 Penalty: 2414.208252
	Iteration 36Q: 3 clusters Score -186896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -186909.968750 Penalty: 2414.208252
	Iteration 37Q: 3 clusters Score -186910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -186924.468750 Penalty: 2414.208252
	Iteration 38Q: 3 clusters Score -186924.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186930.062500 Penalty: 2414.208252
	Iteration 39Q: 3 clusters Score -186930.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -186943.218750 Penalty: 2414.208252
	Iteration 40F: 3 clusters Score -186943.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186953.281250 Penalty: 2414.208252
	Iteration 41Q: 3 clusters Score -186953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186956.578125 Penalty: 2414.208252
	Iteration 42Q: 3 clusters Score -186956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186960.640625 Penalty: 2414.208252
	Iteration 43Q: 3 clusters Score -186960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -186962.906250 Penalty: 2414.208252
	Iteration 44Q: 3 clusters Score -186962.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -186969.562500 Penalty: 2414.208252
	Iteration 45Q: 3 clusters Score -186969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -186973.796875 Penalty: 2414.208252
	Iteration 46Q: 3 clusters Score -186973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186975.406250 Penalty: 2414.208252
	Iteration 47Q: 3 clusters Score -186975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186975.406250 Penalty: 2414.208252
	Iteration 48F: 3 clusters Score -186975.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -27117.878906 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -27117.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26522.818359 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -26522.82 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27516.710938 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -27516.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28253.431641 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -28253.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28703.501953 Penalty: 2005.802612
	Iteration 3F: 3 clusters Score -28703.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -29119.458984 Penalty: 2005.802612
	Iteration 4Q: 3 clusters Score -29119.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29239.345703 Penalty: 2005.802612
	Iteration 5Q: 3 clusters Score -29239.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29312.574219 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -29312.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29327.484375 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -29327.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29334.166016 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -29334.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29335.353516 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -29335.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29338.878906 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -29338.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29357.828125 Penalty: 2005.802612
	Iteration 11F: 3 clusters Score -29357.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29452.513672 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -29452.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29508.412109 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -29508.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -29575.101562 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -29575.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29601.699219 Penalty: 2005.802612
	Iteration 15Q: 3 clusters Score -29601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29603.302734 Penalty: 2005.802612
	Iteration 16Q: 3 clusters Score -29603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29603.302734 Penalty: 2005.802612
	Iteration 17F: 3 clusters Score -29603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 43457 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 62475 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 72224 members 
Mstep: Class 14 contains 17026 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 18 contains 83500 members 
Mstep: Class 19 contains 574 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 97033 members 
Mstep: Class 22 contains 97711 members 
Mstep: Class 23 contains 3903 members 
Mstep: Class 24 contains 91968 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 96198 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 88139 members 
Mstep: Class 29 contains 273 members 
Entering Unmasked Estep 
Score: -102216368.000000 Penalty: 64290.734375
Splitting cluster 12 changes total score from -102214952.000000 to -102216368.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (72224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Entering Unmasked Estep 
Score: -8976947.000000 Penalty: 1817.973267
	Iteration 0F: 2 clusters Score -8976947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -8928721.000000 Penalty: 3635.946533
	Iteration 0F: 3 clusters Score -8928721 nChanged 34311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -8948363.000000 Penalty: 3635.946533
	Iteration 1F: 3 clusters Score -8948363 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -8948751.000000 Penalty: 3635.946533
	Iteration 2Q: 3 clusters Score -8948751 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -8949072.000000 Penalty: 3635.946533
	Iteration 3Q: 3 clusters Score -8949072 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -8949353.000000 Penalty: 3635.946533
	Iteration 4Q: 3 clusters Score -8949353 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -8949656.000000 Penalty: 3635.946533
	Iteration 5Q: 3 clusters Score -8949656 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -8949922.000000 Penalty: 3635.946533
	Iteration 6Q: 3 clusters Score -8949922 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -8950194.000000 Penalty: 3635.946533
	Iteration 7Q: 3 clusters Score -8950194 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -8950440.000000 Penalty: 3635.946533
	Iteration 8Q: 3 clusters Score -8950440 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -8950779.000000 Penalty: 3635.946533
	Iteration 9Q: 3 clusters Score -8950779 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -8951249.000000 Penalty: 3635.946533
	Iteration 10Q: 3 clusters Score -8951249 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -8951932.000000 Penalty: 3635.946533
	Iteration 11Q: 3 clusters Score -8951932 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -8952961.000000 Penalty: 3635.946533
	Iteration 12Q: 3 clusters Score -8952961 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8954684.000000 Penalty: 3635.946533
	Iteration 13Q: 3 clusters Score -8954684 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -8957263.000000 Penalty: 3635.946533
	Iteration 14F: 3 clusters Score -8957263 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -8960362.000000 Penalty: 3635.946533
	Iteration 15F: 3 clusters Score -8960362 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -8963156.000000 Penalty: 3635.946533
	Iteration 16F: 3 clusters Score -8963156 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -8964699.000000 Penalty: 3635.946533
	Iteration 17Q: 3 clusters Score -8964699 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -8965412.000000 Penalty: 3635.946533
	Iteration 18Q: 3 clusters Score -8965412 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -8965879.000000 Penalty: 3635.946533
	Iteration 19Q: 3 clusters Score -8965879 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -8966271.000000 Penalty: 3635.946533
	Iteration 20F: 3 clusters Score -8966271 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -8966601.000000 Penalty: 3635.946533
	Iteration 21Q: 3 clusters Score -8966601 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -8967045.000000 Penalty: 3635.946533
	Iteration 22Q: 3 clusters Score -8967045 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -8967557.000000 Penalty: 3635.946533
	Iteration 23Q: 3 clusters Score -8967557 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -8968020.000000 Penalty: 3635.946533
	Iteration 24Q: 3 clusters Score -8968020 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -8968540.000000 Penalty: 3635.946533
	Iteration 25Q: 3 clusters Score -8968540 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -8969096.000000 Penalty: 3635.946533
	Iteration 26Q: 3 clusters Score -8969096 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -8969690.000000 Penalty: 3635.946533
	Iteration 27Q: 3 clusters Score -8969690 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -8970356.000000 Penalty: 3635.946533
	Iteration 28Q: 3 clusters Score -8970356 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -8970974.000000 Penalty: 3635.946533
	Iteration 29Q: 3 clusters Score -8970974 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 65782 members 
Entering Unmasked Estep 
Score: -8971600.000000 Penalty: 3635.946533
	Iteration 30Q: 3 clusters Score -8971600 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -8972189.000000 Penalty: 3635.946533
	Iteration 31Q: 3 clusters Score -8972189 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -8972732.000000 Penalty: 3635.946533
	Iteration 32Q: 3 clusters Score -8972732 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -8973257.000000 Penalty: 3635.946533
	Iteration 33Q: 3 clusters Score -8973257 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -8973739.000000 Penalty: 3635.946533
	Iteration 34Q: 3 clusters Score -8973739 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -8974159.000000 Penalty: 3635.946533
	Iteration 35Q: 3 clusters Score -8974159 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -8974495.000000 Penalty: 3635.946533
	Iteration 36Q: 3 clusters Score -8974495 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -8974746.000000 Penalty: 3635.946533
	Iteration 37Q: 3 clusters Score -8974746 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -8974924.000000 Penalty: 3635.946533
	Iteration 38Q: 3 clusters Score -8974924 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -8975054.000000 Penalty: 3635.946533
	Iteration 39Q: 3 clusters Score -8975054 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -8975162.000000 Penalty: 3635.946533
	Iteration 40F: 3 clusters Score -8975162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -8975217.000000 Penalty: 3635.946533
	Iteration 41Q: 3 clusters Score -8975217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -8975240.000000 Penalty: 3635.946533
	Iteration 42Q: 3 clusters Score -8975240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -8975297.000000 Penalty: 3635.946533
	Iteration 43Q: 3 clusters Score -8975297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -8975347.000000 Penalty: 3635.946533
	Iteration 44Q: 3 clusters Score -8975347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -8975379.000000 Penalty: 3635.946533
	Iteration 45Q: 3 clusters Score -8975379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -8975391.000000 Penalty: 3635.946533
	Iteration 46Q: 3 clusters Score -8975391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -8975419.000000 Penalty: 3635.946533
	Iteration 47Q: 3 clusters Score -8975419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 71644 members 
Entering Unmasked Estep 
Score: -8975437.000000 Penalty: 3635.946533
	Iteration 48Q: 3 clusters Score -8975437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -8975441.000000 Penalty: 3635.946533
	Iteration 49Q: 3 clusters Score -8975441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 71662 members 
Entering Unmasked Estep 
Score: -8975435.000000 Penalty: 3635.946533
	Iteration 50Q: 3 clusters Score -8975435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 71673 members 
Entering Unmasked Estep 
Score: -8975451.000000 Penalty: 3635.946533
	Iteration 51Q: 3 clusters Score -8975451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -8975447.000000 Penalty: 3635.946533
	Iteration 52Q: 3 clusters Score -8975447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -8975448.000000 Penalty: 3635.946533
	Iteration 53Q: 3 clusters Score -8975448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -8975455.000000 Penalty: 3635.946533
	Iteration 54Q: 3 clusters Score -8975455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -8975457.000000 Penalty: 3635.946533
	Iteration 55Q: 3 clusters Score -8975457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 71687 members 
Entering Unmasked Estep 
Score: -8975462.000000 Penalty: 3635.946533
	Iteration 56Q: 3 clusters Score -8975462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -8975469.000000 Penalty: 3635.946533
	Iteration 57Q: 3 clusters Score -8975469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 71698 members 
Entering Unmasked Estep 
Score: -8975480.000000 Penalty: 3635.946533
	Iteration 58Q: 3 clusters Score -8975480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -8975472.000000 Penalty: 3635.946533
	Iteration 59Q: 3 clusters Score -8975472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -8975481.000000 Penalty: 3635.946533
	Iteration 60F: 3 clusters Score -8975481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -8975479.000000 Penalty: 3635.946533
	Iteration 61Q: 3 clusters Score -8975479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -8975481.000000 Penalty: 3635.946533
	Iteration 62Q: 3 clusters Score -8975481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -8975485.000000 Penalty: 3635.946533
	Iteration 63Q: 3 clusters Score -8975485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 71698 members 
Entering Unmasked Estep 
Score: -8975480.000000 Penalty: 3635.946533
	Iteration 64Q: 3 clusters Score -8975480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 71699 members 
Entering Unmasked Estep 
Score: -8975484.000000 Penalty: 3635.946533
	Iteration 65Q: 3 clusters Score -8975484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 71699 members 
Entering Unmasked Estep 
Score: -8975484.000000 Penalty: 3635.946533
	Iteration 66F: 3 clusters Score -8975484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Entering Unmasked Estep 
Score: -2122425.250000 Penalty: 1583.155640
	Iteration 0F: 2 clusters Score -2122425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2110770.250000 Penalty: 3166.311279
	Iteration 0F: 3 clusters Score -2110770 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2114956.500000 Penalty: 3166.311279
	Iteration 1F: 3 clusters Score -2114956 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2115330.750000 Penalty: 3166.311279
	Iteration 2F: 3 clusters Score -2115331 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2115709.750000 Penalty: 3166.311279
	Iteration 3F: 3 clusters Score -2115710 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2116164.000000 Penalty: 3166.311279
	Iteration 4F: 3 clusters Score -2116164 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2116710.250000 Penalty: 3166.311279
	Iteration 5F: 3 clusters Score -2116710 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2117312.250000 Penalty: 3166.311279
	Iteration 6F: 3 clusters Score -2117312 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2117975.250000 Penalty: 3166.311279
	Iteration 7F: 3 clusters Score -2117975 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2118655.500000 Penalty: 3166.311279
	Iteration 8F: 3 clusters Score -2118656 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2119290.750000 Penalty: 3166.311279
	Iteration 9Q: 3 clusters Score -2119291 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2119890.250000 Penalty: 3166.311279
	Iteration 10Q: 3 clusters Score -2119890 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2120301.500000 Penalty: 3166.311279
	Iteration 11Q: 3 clusters Score -2120302 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2120538.750000 Penalty: 3166.311279
	Iteration 12Q: 3 clusters Score -2120539 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2120665.000000 Penalty: 3166.311279
	Iteration 13Q: 3 clusters Score -2120665 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2120745.250000 Penalty: 3166.311279
	Iteration 14Q: 3 clusters Score -2120745 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2120794.750000 Penalty: 3166.311279
	Iteration 15Q: 3 clusters Score -2120795 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2120825.000000 Penalty: 3166.311279
	Iteration 16Q: 3 clusters Score -2120825 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2120842.500000 Penalty: 3166.311279
	Iteration 17Q: 3 clusters Score -2120842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2120858.000000 Penalty: 3166.311279
	Iteration 18Q: 3 clusters Score -2120858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2120868.000000 Penalty: 3166.311279
	Iteration 19Q: 3 clusters Score -2120868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2120879.000000 Penalty: 3166.311279
	Iteration 20F: 3 clusters Score -2120879 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2120892.000000 Penalty: 3166.311279
	Iteration 21Q: 3 clusters Score -2120892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2120903.500000 Penalty: 3166.311279
	Iteration 22Q: 3 clusters Score -2120904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2120908.000000 Penalty: 3166.311279
	Iteration 23Q: 3 clusters Score -2120908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2120928.750000 Penalty: 3166.311279
	Iteration 24Q: 3 clusters Score -2120929 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2120943.250000 Penalty: 3166.311279
	Iteration 25Q: 3 clusters Score -2120943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2120942.000000 Penalty: 3166.311279
	Iteration 26Q: 3 clusters Score -2120942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2120953.750000 Penalty: 3166.311279
	Iteration 27Q: 3 clusters Score -2120954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2120954.500000 Penalty: 3166.311279
	Iteration 28Q: 3 clusters Score -2120954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2120963.000000 Penalty: 3166.311279
	Iteration 29Q: 3 clusters Score -2120963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2120960.750000 Penalty: 3166.311279
	Iteration 30Q: 3 clusters Score -2120961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2120962.250000 Penalty: 3166.311279
	Iteration 31Q: 3 clusters Score -2120962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2120968.250000 Penalty: 3166.311279
	Iteration 32Q: 3 clusters Score -2120968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2120969.000000 Penalty: 3166.311279
	Iteration 33Q: 3 clusters Score -2120969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2120966.250000 Penalty: 3166.311279
	Iteration 34Q: 3 clusters Score -2120966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2120968.500000 Penalty: 3166.311279
	Iteration 35Q: 3 clusters Score -2120968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2120970.250000 Penalty: 3166.311279
	Iteration 36Q: 3 clusters Score -2120970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2120969.000000 Penalty: 3166.311279
	Iteration 37Q: 3 clusters Score -2120969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2120969.000000 Penalty: 3166.311279
	Iteration 38Q: 3 clusters Score -2120969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2120970.250000 Penalty: 3166.311279
	Iteration 39Q: 3 clusters Score -2120970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2120970.500000 Penalty: 3166.311279
	Iteration 40F: 3 clusters Score -2120970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2120969.750000 Penalty: 3166.311279
	Iteration 41Q: 3 clusters Score -2120970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2120966.000000 Penalty: 3166.311279
	Iteration 42Q: 3 clusters Score -2120966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2120966.000000 Penalty: 3166.311279
	Iteration 43F: 3 clusters Score -2120966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -521934.187500 Penalty: 1362.493530
	Iteration 0F: 2 clusters Score -521934.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -518329.312500 Penalty: 2724.987061
	Iteration 0F: 3 clusters Score -518329.3 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -519451.781250 Penalty: 2724.987061
	Iteration 1F: 3 clusters Score -519451.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -519759.250000 Penalty: 2724.987061
	Iteration 2F: 3 clusters Score -519759.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -520055.625000 Penalty: 2724.987061
	Iteration 3F: 3 clusters Score -520055.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -520340.812500 Penalty: 2724.987061
	Iteration 4F: 3 clusters Score -520340.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -520553.312500 Penalty: 2724.987061
	Iteration 5F: 3 clusters Score -520553.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -520716.750000 Penalty: 2724.987061
	Iteration 6Q: 3 clusters Score -520716.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -520836.625000 Penalty: 2724.987061
	Iteration 7Q: 3 clusters Score -520836.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -520924.781250 Penalty: 2724.987061
	Iteration 8Q: 3 clusters Score -520924.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -520974.000000 Penalty: 2724.987061
	Iteration 9Q: 3 clusters Score -520974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -521008.843750 Penalty: 2724.987061
	Iteration 10Q: 3 clusters Score -521008.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -521032.187500 Penalty: 2724.987061
	Iteration 11Q: 3 clusters Score -521032.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -521045.625000 Penalty: 2724.987061
	Iteration 12Q: 3 clusters Score -521045.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -521056.656250 Penalty: 2724.987061
	Iteration 13Q: 3 clusters Score -521056.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -521064.312500 Penalty: 2724.987061
	Iteration 14Q: 3 clusters Score -521064.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -521069.656250 Penalty: 2724.987061
	Iteration 15Q: 3 clusters Score -521069.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -521072.406250 Penalty: 2724.987061
	Iteration 16Q: 3 clusters Score -521072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -521072.812500 Penalty: 2724.987061
	Iteration 17Q: 3 clusters Score -521072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -521073.781250 Penalty: 2724.987061
	Iteration 18Q: 3 clusters Score -521073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -521074.125000 Penalty: 2724.987061
	Iteration 19Q: 3 clusters Score -521074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -521075.468750 Penalty: 2724.987061
	Iteration 20F: 3 clusters Score -521075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -521076.312500 Penalty: 2724.987061
	Iteration 21Q: 3 clusters Score -521076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -521077.781250 Penalty: 2724.987061
	Iteration 22Q: 3 clusters Score -521077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -521078.812500 Penalty: 2724.987061
	Iteration 23Q: 3 clusters Score -521078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -521080.125000 Penalty: 2724.987061
	Iteration 24Q: 3 clusters Score -521080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -521081.781250 Penalty: 2724.987061
	Iteration 25Q: 3 clusters Score -521081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -521083.250000 Penalty: 2724.987061
	Iteration 26Q: 3 clusters Score -521083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -521085.687500 Penalty: 2724.987061
	Iteration 27Q: 3 clusters Score -521085.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -521089.437500 Penalty: 2724.987061
	Iteration 28Q: 3 clusters Score -521089.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -521093.937500 Penalty: 2724.987061
	Iteration 29Q: 3 clusters Score -521093.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -521096.812500 Penalty: 2724.987061
	Iteration 30Q: 3 clusters Score -521096.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -521100.937500 Penalty: 2724.987061
	Iteration 31Q: 3 clusters Score -521100.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -521102.000000 Penalty: 2724.987061
	Iteration 32Q: 3 clusters Score -521102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -521102.968750 Penalty: 2724.987061
	Iteration 33Q: 3 clusters Score -521103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -521104.031250 Penalty: 2724.987061
	Iteration 34Q: 3 clusters Score -521104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -521104.031250 Penalty: 2724.987061
	Iteration 35Q: 3 clusters Score -521104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -521104.937500 Penalty: 2724.987061
	Iteration 36Q: 3 clusters Score -521104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -521105.625000 Penalty: 2724.987061
	Iteration 37Q: 3 clusters Score -521105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -521106.375000 Penalty: 2724.987061
	Iteration 38Q: 3 clusters Score -521106.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -521107.187500 Penalty: 2724.987061
	Iteration 39Q: 3 clusters Score -521107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -521107.312500 Penalty: 2724.987061
	Iteration 40F: 3 clusters Score -521107.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Entering Unmasked Estep 
Score: -2135139.000000 Penalty: 1589.721436
	Iteration 0F: 2 clusters Score -2135139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2122993.750000 Penalty: 3179.442871
	Iteration 0F: 3 clusters Score -2122994 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2127280.750000 Penalty: 3179.442871
	Iteration 1F: 3 clusters Score -2127281 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2127743.750000 Penalty: 3179.442871
	Iteration 2F: 3 clusters Score -2127744 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2128217.000000 Penalty: 3179.442871
	Iteration 3F: 3 clusters Score -2128217 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2128695.500000 Penalty: 3179.442871
	Iteration 4F: 3 clusters Score -2128696 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2129196.750000 Penalty: 3179.442871
	Iteration 5F: 3 clusters Score -2129197 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2129677.250000 Penalty: 3179.442871
	Iteration 6Q: 3 clusters Score -2129677 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2130230.750000 Penalty: 3179.442871
	Iteration 7Q: 3 clusters Score -2130231 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2130878.000000 Penalty: 3179.442871
	Iteration 8F: 3 clusters Score -2130878 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2131528.500000 Penalty: 3179.442871
	Iteration 9F: 3 clusters Score -2131528 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2132004.000000 Penalty: 3179.442871
	Iteration 10Q: 3 clusters Score -2132004 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2132360.500000 Penalty: 3179.442871
	Iteration 11Q: 3 clusters Score -2132360 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2132640.000000 Penalty: 3179.442871
	Iteration 12Q: 3 clusters Score -2132640 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2132826.500000 Penalty: 3179.442871
	Iteration 13Q: 3 clusters Score -2132826 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2132972.250000 Penalty: 3179.442871
	Iteration 14Q: 3 clusters Score -2132972 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2133070.250000 Penalty: 3179.442871
	Iteration 15Q: 3 clusters Score -2133070 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2133144.750000 Penalty: 3179.442871
	Iteration 16Q: 3 clusters Score -2133145 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2133207.250000 Penalty: 3179.442871
	Iteration 17Q: 3 clusters Score -2133207 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2133253.750000 Penalty: 3179.442871
	Iteration 18Q: 3 clusters Score -2133254 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2133295.750000 Penalty: 3179.442871
	Iteration 19Q: 3 clusters Score -2133296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2133339.250000 Penalty: 3179.442871
	Iteration 20F: 3 clusters Score -2133339 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2133382.000000 Penalty: 3179.442871
	Iteration 21Q: 3 clusters Score -2133382 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2133400.000000 Penalty: 3179.442871
	Iteration 22Q: 3 clusters Score -2133400 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2133420.750000 Penalty: 3179.442871
	Iteration 23Q: 3 clusters Score -2133421 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2133444.500000 Penalty: 3179.442871
	Iteration 24Q: 3 clusters Score -2133444 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2133468.250000 Penalty: 3179.442871
	Iteration 25Q: 3 clusters Score -2133468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2133486.250000 Penalty: 3179.442871
	Iteration 26Q: 3 clusters Score -2133486 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2133511.500000 Penalty: 3179.442871
	Iteration 27Q: 3 clusters Score -2133512 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2133530.750000 Penalty: 3179.442871
	Iteration 28Q: 3 clusters Score -2133531 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2133546.250000 Penalty: 3179.442871
	Iteration 29Q: 3 clusters Score -2133546 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2133570.000000 Penalty: 3179.442871
	Iteration 30Q: 3 clusters Score -2133570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2133595.250000 Penalty: 3179.442871
	Iteration 31Q: 3 clusters Score -2133595 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2133600.500000 Penalty: 3179.442871
	Iteration 32Q: 3 clusters Score -2133600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2133631.250000 Penalty: 3179.442871
	Iteration 33Q: 3 clusters Score -2133631 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2133643.250000 Penalty: 3179.442871
	Iteration 34Q: 3 clusters Score -2133643 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2133658.000000 Penalty: 3179.442871
	Iteration 35Q: 3 clusters Score -2133658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2133675.250000 Penalty: 3179.442871
	Iteration 36Q: 3 clusters Score -2133675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2133680.000000 Penalty: 3179.442871
	Iteration 37Q: 3 clusters Score -2133680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2133695.000000 Penalty: 3179.442871
	Iteration 38Q: 3 clusters Score -2133695 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2133705.000000 Penalty: 3179.442871
	Iteration 39Q: 3 clusters Score -2133705 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2133726.750000 Penalty: 3179.442871
	Iteration 40F: 3 clusters Score -2133727 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2133739.000000 Penalty: 3179.442871
	Iteration 41Q: 3 clusters Score -2133739 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2133753.250000 Penalty: 3179.442871
	Iteration 42Q: 3 clusters Score -2133753 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2133763.500000 Penalty: 3179.442871
	Iteration 43Q: 3 clusters Score -2133764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2133773.000000 Penalty: 3179.442871
	Iteration 44Q: 3 clusters Score -2133773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2133781.250000 Penalty: 3179.442871
	Iteration 45Q: 3 clusters Score -2133781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2133793.750000 Penalty: 3179.442871
	Iteration 46Q: 3 clusters Score -2133794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2133800.750000 Penalty: 3179.442871
	Iteration 47Q: 3 clusters Score -2133801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2133798.250000 Penalty: 3179.442871
	Iteration 48Q: 3 clusters Score -2133798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2133803.750000 Penalty: 3179.442871
	Iteration 49Q: 3 clusters Score -2133804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2133805.500000 Penalty: 3179.442871
	Iteration 50Q: 3 clusters Score -2133806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2133807.250000 Penalty: 3179.442871
	Iteration 51Q: 3 clusters Score -2133807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2133812.250000 Penalty: 3179.442871
	Iteration 52Q: 3 clusters Score -2133812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2133824.500000 Penalty: 3179.442871
	Iteration 53Q: 3 clusters Score -2133824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2133829.250000 Penalty: 3179.442871
	Iteration 54Q: 3 clusters Score -2133829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2133828.000000 Penalty: 3179.442871
	Iteration 55Q: 3 clusters Score -2133828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2133830.750000 Penalty: 3179.442871
	Iteration 56Q: 3 clusters Score -2133831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2133830.750000 Penalty: 3179.442871
	Iteration 57Q: 3 clusters Score -2133831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2133829.250000 Penalty: 3179.442871
	Iteration 58Q: 3 clusters Score -2133829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2133824.500000 Penalty: 3179.442871
	Iteration 59Q: 3 clusters Score -2133824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2133830.500000 Penalty: 3179.442871
	Iteration 60F: 3 clusters Score -2133830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2133836.250000 Penalty: 3179.442871
	Iteration 61Q: 3 clusters Score -2133836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2133838.000000 Penalty: 3179.442871
	Iteration 62Q: 3 clusters Score -2133838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2133837.750000 Penalty: 3179.442871
	Iteration 63Q: 3 clusters Score -2133838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2133837.750000 Penalty: 3179.442871
	Iteration 64Q: 3 clusters Score -2133838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2133836.250000 Penalty: 3179.442871
	Iteration 65Q: 3 clusters Score -2133836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2133838.500000 Penalty: 3179.442871
	Iteration 66Q: 3 clusters Score -2133838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2133835.500000 Penalty: 3179.442871
	Iteration 67Q: 3 clusters Score -2133836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2133839.500000 Penalty: 3179.442871
	Iteration 68Q: 3 clusters Score -2133840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2133840.750000 Penalty: 3179.442871
	Iteration 69Q: 3 clusters Score -2133841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2133841.750000 Penalty: 3179.442871
	Iteration 70Q: 3 clusters Score -2133842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2133842.250000 Penalty: 3179.442871
	Iteration 71Q: 3 clusters Score -2133842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2133844.000000 Penalty: 3179.442871
	Iteration 72Q: 3 clusters Score -2133844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2133844.750000 Penalty: 3179.442871
	Iteration 73Q: 3 clusters Score -2133845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2133843.000000 Penalty: 3179.442871
	Iteration 74Q: 3 clusters Score -2133843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2133846.500000 Penalty: 3179.442871
	Iteration 75Q: 3 clusters Score -2133846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2133847.750000 Penalty: 3179.442871
	Iteration 76Q: 3 clusters Score -2133848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2133854.000000 Penalty: 3179.442871
	Iteration 77Q: 3 clusters Score -2133854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2133853.750000 Penalty: 3179.442871
	Iteration 78Q: 3 clusters Score -2133854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2133853.750000 Penalty: 3179.442871
	Iteration 79Q: 3 clusters Score -2133854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2133861.000000 Penalty: 3179.442871
	Iteration 80F: 3 clusters Score -2133861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2133863.500000 Penalty: 3179.442871
	Iteration 81Q: 3 clusters Score -2133864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2133864.250000 Penalty: 3179.442871
	Iteration 82Q: 3 clusters Score -2133864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2133875.500000 Penalty: 3179.442871
	Iteration 83Q: 3 clusters Score -2133876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2133878.000000 Penalty: 3179.442871
	Iteration 84Q: 3 clusters Score -2133878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2133884.500000 Penalty: 3179.442871
	Iteration 85Q: 3 clusters Score -2133884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2133885.500000 Penalty: 3179.442871
	Iteration 86Q: 3 clusters Score -2133886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2133893.500000 Penalty: 3179.442871
	Iteration 87Q: 3 clusters Score -2133894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2133906.000000 Penalty: 3179.442871
	Iteration 88Q: 3 clusters Score -2133906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2133920.500000 Penalty: 3179.442871
	Iteration 89Q: 3 clusters Score -2133920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2133933.750000 Penalty: 3179.442871
	Iteration 90Q: 3 clusters Score -2133934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2133948.250000 Penalty: 3179.442871
	Iteration 91Q: 3 clusters Score -2133948 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2133960.750000 Penalty: 3179.442871
	Iteration 92Q: 3 clusters Score -2133961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2133993.750000 Penalty: 3179.442871
	Iteration 93Q: 3 clusters Score -2133994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2134013.750000 Penalty: 3179.442871
	Iteration 94Q: 3 clusters Score -2134014 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2134033.000000 Penalty: 3179.442871
	Iteration 95Q: 3 clusters Score -2134033 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2134047.000000 Penalty: 3179.442871
	Iteration 96Q: 3 clusters Score -2134047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2134060.250000 Penalty: 3179.442871
	Iteration 97Q: 3 clusters Score -2134060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2134072.750000 Penalty: 3179.442871
	Iteration 98Q: 3 clusters Score -2134073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2134086.500000 Penalty: 3179.442871
	Iteration 99Q: 3 clusters Score -2134086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2134101.000000 Penalty: 3179.442871
	Iteration 100F: 3 clusters Score -2134101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2134111.250000 Penalty: 3179.442871
	Iteration 101Q: 3 clusters Score -2134111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2134124.750000 Penalty: 3179.442871
	Iteration 102Q: 3 clusters Score -2134125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2134126.250000 Penalty: 3179.442871
	Iteration 103Q: 3 clusters Score -2134126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2134135.000000 Penalty: 3179.442871
	Iteration 104Q: 3 clusters Score -2134135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2134130.250000 Penalty: 3179.442871
	Iteration 105Q: 3 clusters Score -2134130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2134129.750000 Penalty: 3179.442871
	Iteration 106Q: 3 clusters Score -2134130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2134132.750000 Penalty: 3179.442871
	Iteration 107Q: 3 clusters Score -2134133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2134134.500000 Penalty: 3179.442871
	Iteration 108Q: 3 clusters Score -2134134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2134136.250000 Penalty: 3179.442871
	Iteration 109Q: 3 clusters Score -2134136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2134139.500000 Penalty: 3179.442871
	Iteration 110Q: 3 clusters Score -2134140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2134136.500000 Penalty: 3179.442871
	Iteration 111Q: 3 clusters Score -2134136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2134137.000000 Penalty: 3179.442871
	Iteration 112Q: 3 clusters Score -2134137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2134137.000000 Penalty: 3179.442871
	Iteration 113Q: 3 clusters Score -2134137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2134137.500000 Penalty: 3179.442871
	Iteration 114Q: 3 clusters Score -2134138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2134140.250000 Penalty: 3179.442871
	Iteration 115Q: 3 clusters Score -2134140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2134141.500000 Penalty: 3179.442871
	Iteration 116Q: 3 clusters Score -2134142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2134145.000000 Penalty: 3179.442871
	Iteration 117Q: 3 clusters Score -2134145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2134145.000000 Penalty: 3179.442871
	Iteration 118F: 3 clusters Score -2134145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -288720.437500 Penalty: 1270.494995
	Iteration 0F: 2 clusters Score -288720.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -286346.937500 Penalty: 2540.989990
	Iteration 0F: 3 clusters Score -286346.9 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287014.093750 Penalty: 2540.989990
	Iteration 1F: 3 clusters Score -287014.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -287206.718750 Penalty: 2540.989990
	Iteration 2F: 3 clusters Score -287206.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -287371.968750 Penalty: 2540.989990
	Iteration 3F: 3 clusters Score -287372 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -287461.031250 Penalty: 2540.989990
	Iteration 4Q: 3 clusters Score -287461 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -287520.781250 Penalty: 2540.989990
	Iteration 5Q: 3 clusters Score -287520.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -287569.593750 Penalty: 2540.989990
	Iteration 6Q: 3 clusters Score -287569.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -287619.531250 Penalty: 2540.989990
	Iteration 7Q: 3 clusters Score -287619.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -287670.718750 Penalty: 2540.989990
	Iteration 8Q: 3 clusters Score -287670.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -287717.406250 Penalty: 2540.989990
	Iteration 9Q: 3 clusters Score -287717.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -287759.468750 Penalty: 2540.989990
	Iteration 10Q: 3 clusters Score -287759.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -287790.125000 Penalty: 2540.989990
	Iteration 11Q: 3 clusters Score -287790.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -287809.000000 Penalty: 2540.989990
	Iteration 12Q: 3 clusters Score -287809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -287822.625000 Penalty: 2540.989990
	Iteration 13Q: 3 clusters Score -287822.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -287832.593750 Penalty: 2540.989990
	Iteration 14Q: 3 clusters Score -287832.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -287842.343750 Penalty: 2540.989990
	Iteration 15Q: 3 clusters Score -287842.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -287852.031250 Penalty: 2540.989990
	Iteration 16Q: 3 clusters Score -287852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -287860.187500 Penalty: 2540.989990
	Iteration 17Q: 3 clusters Score -287860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -287863.625000 Penalty: 2540.989990
	Iteration 18Q: 3 clusters Score -287863.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -287867.500000 Penalty: 2540.989990
	Iteration 19Q: 3 clusters Score -287867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -287870.187500 Penalty: 2540.989990
	Iteration 20F: 3 clusters Score -287870.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -287874.937500 Penalty: 2540.989990
	Iteration 21Q: 3 clusters Score -287874.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -287884.312500 Penalty: 2540.989990
	Iteration 22Q: 3 clusters Score -287884.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -287889.531250 Penalty: 2540.989990
	Iteration 23Q: 3 clusters Score -287889.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -287894.312500 Penalty: 2540.989990
	Iteration 24Q: 3 clusters Score -287894.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -287896.718750 Penalty: 2540.989990
	Iteration 25Q: 3 clusters Score -287896.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -287898.843750 Penalty: 2540.989990
	Iteration 26Q: 3 clusters Score -287898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -287900.000000 Penalty: 2540.989990
	Iteration 27Q: 3 clusters Score -287900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -287901.062500 Penalty: 2540.989990
	Iteration 28Q: 3 clusters Score -287901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -287902.187500 Penalty: 2540.989990
	Iteration 29Q: 3 clusters Score -287902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -287902.687500 Penalty: 2540.989990
	Iteration 30Q: 3 clusters Score -287902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -287902.687500 Penalty: 2540.989990
	Iteration 31F: 3 clusters Score -287902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Entering Unmasked Estep 
Score: -10503411.000000 Penalty: 1841.547729
	Iteration 0F: 2 clusters Score -1.050341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -10449626.000000 Penalty: 3683.095459
	Iteration 0F: 3 clusters Score -1.044963e+07 nChanged 39836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -10472641.000000 Penalty: 3683.095459
	Iteration 1F: 3 clusters Score -1.047264e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -10473332.000000 Penalty: 3683.095459
	Iteration 2Q: 3 clusters Score -1.047333e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -10474286.000000 Penalty: 3683.095459
	Iteration 3Q: 3 clusters Score -1.047429e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -10475584.000000 Penalty: 3683.095459
	Iteration 4Q: 3 clusters Score -1.047558e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -10477729.000000 Penalty: 3683.095459
	Iteration 5Q: 3 clusters Score -1.047773e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -10480885.000000 Penalty: 3683.095459
	Iteration 6F: 3 clusters Score -1.048088e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -10485306.000000 Penalty: 3683.095459
	Iteration 7F: 3 clusters Score -1.048531e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -10490574.000000 Penalty: 3683.095459
	Iteration 8F: 3 clusters Score -1.049057e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -10494786.000000 Penalty: 3683.095459
	Iteration 9F: 3 clusters Score -1.049479e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -10497017.000000 Penalty: 3683.095459
	Iteration 10Q: 3 clusters Score -1.049702e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -10498105.000000 Penalty: 3683.095459
	Iteration 11Q: 3 clusters Score -1.04981e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -10498890.000000 Penalty: 3683.095459
	Iteration 12Q: 3 clusters Score -1.049889e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -10499526.000000 Penalty: 3683.095459
	Iteration 13Q: 3 clusters Score -1.049953e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -10500152.000000 Penalty: 3683.095459
	Iteration 14Q: 3 clusters Score -1.050015e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -10500690.000000 Penalty: 3683.095459
	Iteration 15Q: 3 clusters Score -1.050069e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -10501136.000000 Penalty: 3683.095459
	Iteration 16Q: 3 clusters Score -1.050114e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -10501462.000000 Penalty: 3683.095459
	Iteration 17Q: 3 clusters Score -1.050146e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78153 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -10501622.000000 Penalty: 3683.095459
	Iteration 18Q: 3 clusters Score -1.050162e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -10501709.000000 Penalty: 3683.095459
	Iteration 19Q: 3 clusters Score -1.050171e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -10501722.000000 Penalty: 3683.095459
	Iteration 20F: 3 clusters Score -1.050172e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -10501767.000000 Penalty: 3683.095459
	Iteration 21Q: 3 clusters Score -1.050177e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10501820.000000 Penalty: 3683.095459
	Iteration 22Q: 3 clusters Score -1.050182e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -10501902.000000 Penalty: 3683.095459
	Iteration 23Q: 3 clusters Score -1.05019e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10501906.000000 Penalty: 3683.095459
	Iteration 24Q: 3 clusters Score -1.050191e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10501990.000000 Penalty: 3683.095459
	Iteration 25Q: 3 clusters Score -1.050199e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10501979.000000 Penalty: 3683.095459
	Iteration 26Q: 3 clusters Score -1.050198e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10502008.000000 Penalty: 3683.095459
	Iteration 27Q: 3 clusters Score -1.050201e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10502040.000000 Penalty: 3683.095459
	Iteration 28Q: 3 clusters Score -1.050204e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10502040.000000 Penalty: 3683.095459
	Iteration 29Q: 3 clusters Score -1.050204e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10502029.000000 Penalty: 3683.095459
	Iteration 30Q: 3 clusters Score -1.050203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10502023.000000 Penalty: 3683.095459
	Iteration 31Q: 3 clusters Score -1.050202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10502032.000000 Penalty: 3683.095459
	Iteration 32Q: 3 clusters Score -1.050203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83017 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10502029.000000 Penalty: 3683.095459
	Iteration 33Q: 3 clusters Score -1.050203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83030 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10502035.000000 Penalty: 3683.095459
	Iteration 34Q: 3 clusters Score -1.050204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10502042.000000 Penalty: 3683.095459
	Iteration 35Q: 3 clusters Score -1.050204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10502044.000000 Penalty: 3683.095459
	Iteration 36Q: 3 clusters Score -1.050204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10502066.000000 Penalty: 3683.095459
	Iteration 37Q: 3 clusters Score -1.050207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10502042.000000 Penalty: 3683.095459
	Iteration 38Q: 3 clusters Score -1.050204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10502063.000000 Penalty: 3683.095459
	Iteration 39Q: 3 clusters Score -1.050206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10502055.000000 Penalty: 3683.095459
	Iteration 40F: 3 clusters Score -1.050206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10502053.000000 Penalty: 3683.095459
	Iteration 41Q: 3 clusters Score -1.050205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10502058.000000 Penalty: 3683.095459
	Iteration 42Q: 3 clusters Score -1.050206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83084 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10502055.000000 Penalty: 3683.095459
	Iteration 43Q: 3 clusters Score -1.050206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10502061.000000 Penalty: 3683.095459
	Iteration 44Q: 3 clusters Score -1.050206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83088 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10502050.000000 Penalty: 3683.095459
	Iteration 45Q: 3 clusters Score -1.050205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10502061.000000 Penalty: 3683.095459
	Iteration 46Q: 3 clusters Score -1.050206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10502074.000000 Penalty: 3683.095459
	Iteration 47Q: 3 clusters Score -1.050207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10502055.000000 Penalty: 3683.095459
	Iteration 48Q: 3 clusters Score -1.050206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10502056.000000 Penalty: 3683.095459
	Iteration 49Q: 3 clusters Score -1.050206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10502062.000000 Penalty: 3683.095459
	Iteration 50Q: 3 clusters Score -1.050206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10502062.000000 Penalty: 3683.095459
	Iteration 51F: 3 clusters Score -1.050206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -54856.253906 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -54856.25 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 279 members 
Entering Unmasked Estep 
Score: -53824.894531 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -53824.89 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54200.289062 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -54200.29 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54454.527344 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -54454.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54644.031250 Penalty: 2064.604492
	Iteration 3F: 3 clusters Score -54644.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54777.437500 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -54777.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -54892.730469 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -54892.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54942.085938 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -54942.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54966.406250 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -54966.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54982.035156 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -54982.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54989.585938 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -54989.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54996.644531 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -54996.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55002.199219 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -55002.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55013.976562 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -55013.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55040.277344 Penalty: 2064.604492
	Iteration 13Q: 3 clusters Score -55040.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55048.890625 Penalty: 2064.604492
	Iteration 14Q: 3 clusters Score -55048.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55051.941406 Penalty: 2064.604492
	Iteration 15Q: 3 clusters Score -55051.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55056.394531 Penalty: 2064.604492
	Iteration 16Q: 3 clusters Score -55056.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55056.394531 Penalty: 2064.604492
	Iteration 17F: 3 clusters Score -55056.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 43457 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 62475 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 72224 members 
Mstep: Class 14 contains 17026 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 18 contains 83500 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 97033 members 
Mstep: Class 22 contains 97711 members 
Mstep: Class 23 contains 3903 members 
Mstep: Class 24 contains 91968 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 96198 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 88139 members 
Mstep: Class 29 contains 273 members 
Mstep: Class 30 contains 215 members 
Entering Unmasked Estep 
Score: -102215336.000000 Penalty: 66507.656250
Splitting cluster 19 changes total score from -102214952.000000 to -102215336.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -136088.343750 Penalty: 1154.556885
	Iteration 0F: 2 clusters Score -136088.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -134522.375000 Penalty: 2309.113770
	Iteration 0F: 3 clusters Score -134522.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134807.609375 Penalty: 2309.113770
	Iteration 1F: 3 clusters Score -134807.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -134891.015625 Penalty: 2309.113770
	Iteration 2F: 3 clusters Score -134891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -134942.500000 Penalty: 2309.113770
	Iteration 3Q: 3 clusters Score -134942.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -134985.562500 Penalty: 2309.113770
	Iteration 4Q: 3 clusters Score -134985.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -135028.453125 Penalty: 2309.113770
	Iteration 5Q: 3 clusters Score -135028.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -135074.750000 Penalty: 2309.113770
	Iteration 6Q: 3 clusters Score -135074.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -135106.718750 Penalty: 2309.113770
	Iteration 7Q: 3 clusters Score -135106.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -135124.484375 Penalty: 2309.113770
	Iteration 8Q: 3 clusters Score -135124.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -135131.828125 Penalty: 2309.113770
	Iteration 9Q: 3 clusters Score -135131.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -135139.078125 Penalty: 2309.113770
	Iteration 10Q: 3 clusters Score -135139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -135143.359375 Penalty: 2309.113770
	Iteration 11Q: 3 clusters Score -135143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -135144.093750 Penalty: 2309.113770
	Iteration 12Q: 3 clusters Score -135144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -135147.234375 Penalty: 2309.113770
	Iteration 13Q: 3 clusters Score -135147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -135147.968750 Penalty: 2309.113770
	Iteration 14Q: 3 clusters Score -135148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -135149.500000 Penalty: 2309.113770
	Iteration 15Q: 3 clusters Score -135149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -135151.359375 Penalty: 2309.113770
	Iteration 16Q: 3 clusters Score -135151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -135152.546875 Penalty: 2309.113770
	Iteration 17Q: 3 clusters Score -135152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -135154.484375 Penalty: 2309.113770
	Iteration 18Q: 3 clusters Score -135154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -135156.171875 Penalty: 2309.113770
	Iteration 19Q: 3 clusters Score -135156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -135157.625000 Penalty: 2309.113770
	Iteration 20F: 3 clusters Score -135157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -135164.781250 Penalty: 2309.113770
	Iteration 21Q: 3 clusters Score -135164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -135173.718750 Penalty: 2309.113770
	Iteration 22Q: 3 clusters Score -135173.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -135180.000000 Penalty: 2309.113770
	Iteration 23Q: 3 clusters Score -135180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -135182.234375 Penalty: 2309.113770
	Iteration 24Q: 3 clusters Score -135182.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -135182.593750 Penalty: 2309.113770
	Iteration 25Q: 3 clusters Score -135182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -135183.343750 Penalty: 2309.113770
	Iteration 26Q: 3 clusters Score -135183.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -135183.343750 Penalty: 2309.113770
	Iteration 27F: 3 clusters Score -135183.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (97033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Entering Unmasked Estep 
Score: -12102859.000000 Penalty: 1865.956055
	Iteration 0F: 2 clusters Score -1.210286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -12042476.000000 Penalty: 3731.912109
	Iteration 0F: 3 clusters Score -1.204248e+07 nChanged 46524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -12069451.000000 Penalty: 3731.912109
	Iteration 1F: 3 clusters Score -1.206945e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -12069988.000000 Penalty: 3731.912109
	Iteration 2Q: 3 clusters Score -1.206999e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -12070695.000000 Penalty: 3731.912109
	Iteration 3Q: 3 clusters Score -1.20707e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -12071721.000000 Penalty: 3731.912109
	Iteration 4Q: 3 clusters Score -1.207172e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -12073328.000000 Penalty: 3731.912109
	Iteration 5Q: 3 clusters Score -1.207333e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -12076005.000000 Penalty: 3731.912109
	Iteration 6Q: 3 clusters Score -1.2076e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -12080402.000000 Penalty: 3731.912109
	Iteration 7F: 3 clusters Score -1.20804e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -12086167.000000 Penalty: 3731.912109
	Iteration 8F: 3 clusters Score -1.208617e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78016 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -12091341.000000 Penalty: 3731.912109
	Iteration 9F: 3 clusters Score -1.209134e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -12094778.000000 Penalty: 3731.912109
	Iteration 10Q: 3 clusters Score -1.209478e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -12096631.000000 Penalty: 3731.912109
	Iteration 11Q: 3 clusters Score -1.209663e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -12097676.000000 Penalty: 3731.912109
	Iteration 12Q: 3 clusters Score -1.209768e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -12098441.000000 Penalty: 3731.912109
	Iteration 13Q: 3 clusters Score -1.209844e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -12099007.000000 Penalty: 3731.912109
	Iteration 14Q: 3 clusters Score -1.209901e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -12099408.000000 Penalty: 3731.912109
	Iteration 15Q: 3 clusters Score -1.209941e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92669 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -12099868.000000 Penalty: 3731.912109
	Iteration 16Q: 3 clusters Score -1.209987e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -12100223.000000 Penalty: 3731.912109
	Iteration 17Q: 3 clusters Score -1.210022e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -12100457.000000 Penalty: 3731.912109
	Iteration 18Q: 3 clusters Score -1.210046e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94731 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -12100681.000000 Penalty: 3731.912109
	Iteration 19Q: 3 clusters Score -1.210068e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -12100879.000000 Penalty: 3731.912109
	Iteration 20F: 3 clusters Score -1.210088e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95498 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -12101012.000000 Penalty: 3731.912109
	Iteration 21Q: 3 clusters Score -1.210101e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95758 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -12101120.000000 Penalty: 3731.912109
	Iteration 22Q: 3 clusters Score -1.210112e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -12101204.000000 Penalty: 3731.912109
	Iteration 23Q: 3 clusters Score -1.21012e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96097 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12101262.000000 Penalty: 3731.912109
	Iteration 24Q: 3 clusters Score -1.210126e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12101311.000000 Penalty: 3731.912109
	Iteration 25Q: 3 clusters Score -1.210131e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12101362.000000 Penalty: 3731.912109
	Iteration 26Q: 3 clusters Score -1.210136e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12101379.000000 Penalty: 3731.912109
	Iteration 27Q: 3 clusters Score -1.210138e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12101388.000000 Penalty: 3731.912109
	Iteration 28Q: 3 clusters Score -1.210139e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12101419.000000 Penalty: 3731.912109
	Iteration 29Q: 3 clusters Score -1.210142e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12101428.000000 Penalty: 3731.912109
	Iteration 30Q: 3 clusters Score -1.210143e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12101449.000000 Penalty: 3731.912109
	Iteration 31Q: 3 clusters Score -1.210145e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96539 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12101457.000000 Penalty: 3731.912109
	Iteration 32Q: 3 clusters Score -1.210146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12101463.000000 Penalty: 3731.912109
	Iteration 33Q: 3 clusters Score -1.210146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12101478.000000 Penalty: 3731.912109
	Iteration 34Q: 3 clusters Score -1.210148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96563 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12101457.000000 Penalty: 3731.912109
	Iteration 35Q: 3 clusters Score -1.210146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12101471.000000 Penalty: 3731.912109
	Iteration 36Q: 3 clusters Score -1.210147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12101474.000000 Penalty: 3731.912109
	Iteration 37Q: 3 clusters Score -1.210147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12101475.000000 Penalty: 3731.912109
	Iteration 38Q: 3 clusters Score -1.210148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12101482.000000 Penalty: 3731.912109
	Iteration 39Q: 3 clusters Score -1.210148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12101480.000000 Penalty: 3731.912109
	Iteration 40F: 3 clusters Score -1.210148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12101482.000000 Penalty: 3731.912109
	Iteration 41Q: 3 clusters Score -1.210148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12101479.000000 Penalty: 3731.912109
	Iteration 42Q: 3 clusters Score -1.210148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12101477.000000 Penalty: 3731.912109
	Iteration 43Q: 3 clusters Score -1.210148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96582 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12101474.000000 Penalty: 3731.912109
	Iteration 44Q: 3 clusters Score -1.210147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12101490.000000 Penalty: 3731.912109
	Iteration 45Q: 3 clusters Score -1.210149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12101485.000000 Penalty: 3731.912109
	Iteration 46Q: 3 clusters Score -1.210148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12101483.000000 Penalty: 3731.912109
	Iteration 47Q: 3 clusters Score -1.210148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12101486.000000 Penalty: 3731.912109
	Iteration 48Q: 3 clusters Score -1.210149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -12101477.000000 Penalty: 3731.912109
	Iteration 49Q: 3 clusters Score -1.210148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -12101476.000000 Penalty: 3731.912109
	Iteration 50Q: 3 clusters Score -1.210148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12101486.000000 Penalty: 3731.912109
	Iteration 51Q: 3 clusters Score -1.210149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96597 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -12101489.000000 Penalty: 3731.912109
	Iteration 52Q: 3 clusters Score -1.210149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96599 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12101493.000000 Penalty: 3731.912109
	Iteration 53Q: 3 clusters Score -1.210149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96599 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12101496.000000 Penalty: 3731.912109
	Iteration 54Q: 3 clusters Score -1.21015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12101496.000000 Penalty: 3731.912109
	Iteration 55Q: 3 clusters Score -1.21015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12101495.000000 Penalty: 3731.912109
	Iteration 56Q: 3 clusters Score -1.21015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12101495.000000 Penalty: 3731.912109
	Iteration 57F: 3 clusters Score -1.21015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Entering Unmasked Estep 
Score: -12344625.000000 Penalty: 1867.087402
	Iteration 0F: 2 clusters Score -1.234462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -12288961.000000 Penalty: 3734.174805
	Iteration 0F: 3 clusters Score -1.228896e+07 nChanged 46713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -12316057.000000 Penalty: 3734.174805
	Iteration 1F: 3 clusters Score -1.231606e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -12316959.000000 Penalty: 3734.174805
	Iteration 2Q: 3 clusters Score -1.231696e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -12318168.000000 Penalty: 3734.174805
	Iteration 3Q: 3 clusters Score -1.231817e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -12319971.000000 Penalty: 3734.174805
	Iteration 4Q: 3 clusters Score -1.231997e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -12322762.000000 Penalty: 3734.174805
	Iteration 5F: 3 clusters Score -1.232276e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -12326868.000000 Penalty: 3734.174805
	Iteration 6F: 3 clusters Score -1.232687e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -12332103.000000 Penalty: 3734.174805
	Iteration 7F: 3 clusters Score -1.23321e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -12336699.000000 Penalty: 3734.174805
	Iteration 8F: 3 clusters Score -1.23367e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -12339376.000000 Penalty: 3734.174805
	Iteration 9F: 3 clusters Score -1.233938e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -12340249.000000 Penalty: 3734.174805
	Iteration 10Q: 3 clusters Score -1.234025e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -12340648.000000 Penalty: 3734.174805
	Iteration 11Q: 3 clusters Score -1.234065e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -12340864.000000 Penalty: 3734.174805
	Iteration 12Q: 3 clusters Score -1.234086e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -12341463.000000 Penalty: 3734.174805
	Iteration 13Q: 3 clusters Score -1.234146e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -12342111.000000 Penalty: 3734.174805
	Iteration 14Q: 3 clusters Score -1.234211e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -12344388.000000 Penalty: 3734.174805
	Iteration 15Q: 3 clusters Score -1.234439e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85907 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -12346378.000000 Penalty: 3734.174805
	Iteration 16Q: 3 clusters Score -1.234638e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -12346967.000000 Penalty: 3734.174805
	Iteration 17Q: 3 clusters Score -1.234697e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -12347097.000000 Penalty: 3734.174805
	Iteration 18Q: 3 clusters Score -1.23471e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -12347110.000000 Penalty: 3734.174805
	Iteration 19Q: 3 clusters Score -1.234711e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -12346998.000000 Penalty: 3734.174805
	Iteration 20F: 3 clusters Score -1.2347e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -12346912.000000 Penalty: 3734.174805
	Iteration 21Q: 3 clusters Score -1.234691e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -12346803.000000 Penalty: 3734.174805
	Iteration 22Q: 3 clusters Score -1.23468e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -12346738.000000 Penalty: 3734.174805
	Iteration 23Q: 3 clusters Score -1.234674e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -12346673.000000 Penalty: 3734.174805
	Iteration 24Q: 3 clusters Score -1.234667e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91953 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -12346594.000000 Penalty: 3734.174805
	Iteration 25Q: 3 clusters Score -1.234659e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -12346537.000000 Penalty: 3734.174805
	Iteration 26Q: 3 clusters Score -1.234654e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92308 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -12346514.000000 Penalty: 3734.174805
	Iteration 27Q: 3 clusters Score -1.234651e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -12346497.000000 Penalty: 3734.174805
	Iteration 28Q: 3 clusters Score -1.23465e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92525 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -12346434.000000 Penalty: 3734.174805
	Iteration 29Q: 3 clusters Score -1.234643e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -12346413.000000 Penalty: 3734.174805
	Iteration 30Q: 3 clusters Score -1.234641e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -12346395.000000 Penalty: 3734.174805
	Iteration 31Q: 3 clusters Score -1.23464e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -12346329.000000 Penalty: 3734.174805
	Iteration 32Q: 3 clusters Score -1.234633e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -12346320.000000 Penalty: 3734.174805
	Iteration 33Q: 3 clusters Score -1.234632e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92832 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -12346305.000000 Penalty: 3734.174805
	Iteration 34Q: 3 clusters Score -1.23463e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92870 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -12346269.000000 Penalty: 3734.174805
	Iteration 35Q: 3 clusters Score -1.234627e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -12346267.000000 Penalty: 3734.174805
	Iteration 36Q: 3 clusters Score -1.234627e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92939 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -12346257.000000 Penalty: 3734.174805
	Iteration 37Q: 3 clusters Score -1.234626e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -12346249.000000 Penalty: 3734.174805
	Iteration 38Q: 3 clusters Score -1.234625e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -12346243.000000 Penalty: 3734.174805
	Iteration 39Q: 3 clusters Score -1.234624e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -12346212.000000 Penalty: 3734.174805
	Iteration 40F: 3 clusters Score -1.234621e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -12346203.000000 Penalty: 3734.174805
	Iteration 41Q: 3 clusters Score -1.23462e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -12346197.000000 Penalty: 3734.174805
	Iteration 42Q: 3 clusters Score -1.23462e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -12346196.000000 Penalty: 3734.174805
	Iteration 43Q: 3 clusters Score -1.23462e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -12346180.000000 Penalty: 3734.174805
	Iteration 44Q: 3 clusters Score -1.234618e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -12346190.000000 Penalty: 3734.174805
	Iteration 45Q: 3 clusters Score -1.234619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -12346181.000000 Penalty: 3734.174805
	Iteration 46Q: 3 clusters Score -1.234618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93202 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -12346160.000000 Penalty: 3734.174805
	Iteration 47Q: 3 clusters Score -1.234616e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -12346157.000000 Penalty: 3734.174805
	Iteration 48Q: 3 clusters Score -1.234616e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93252 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -12346145.000000 Penalty: 3734.174805
	Iteration 49Q: 3 clusters Score -1.234614e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -12346116.000000 Penalty: 3734.174805
	Iteration 50Q: 3 clusters Score -1.234612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93283 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -12346128.000000 Penalty: 3734.174805
	Iteration 51Q: 3 clusters Score -1.234613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93295 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -12346133.000000 Penalty: 3734.174805
	Iteration 52Q: 3 clusters Score -1.234613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -12346139.000000 Penalty: 3734.174805
	Iteration 53Q: 3 clusters Score -1.234614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -12346119.000000 Penalty: 3734.174805
	Iteration 54Q: 3 clusters Score -1.234612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -12346105.000000 Penalty: 3734.174805
	Iteration 55Q: 3 clusters Score -1.23461e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -12346076.000000 Penalty: 3734.174805
	Iteration 56Q: 3 clusters Score -1.234608e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -12346081.000000 Penalty: 3734.174805
	Iteration 57Q: 3 clusters Score -1.234608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -12346075.000000 Penalty: 3734.174805
	Iteration 58Q: 3 clusters Score -1.234608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -12346091.000000 Penalty: 3734.174805
	Iteration 59Q: 3 clusters Score -1.234609e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -12346086.000000 Penalty: 3734.174805
	Iteration 60F: 3 clusters Score -1.234609e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -12346070.000000 Penalty: 3734.174805
	Iteration 61Q: 3 clusters Score -1.234607e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93523 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -12346056.000000 Penalty: 3734.174805
	Iteration 62Q: 3 clusters Score -1.234606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93543 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -12346035.000000 Penalty: 3734.174805
	Iteration 63Q: 3 clusters Score -1.234604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -12346053.000000 Penalty: 3734.174805
	Iteration 64Q: 3 clusters Score -1.234605e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93573 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -12346026.000000 Penalty: 3734.174805
	Iteration 65Q: 3 clusters Score -1.234603e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -12346005.000000 Penalty: 3734.174805
	Iteration 66Q: 3 clusters Score -1.2346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -12345989.000000 Penalty: 3734.174805
	Iteration 67Q: 3 clusters Score -1.234599e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93630 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -12345967.000000 Penalty: 3734.174805
	Iteration 68Q: 3 clusters Score -1.234597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -12345961.000000 Penalty: 3734.174805
	Iteration 69Q: 3 clusters Score -1.234596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -12345951.000000 Penalty: 3734.174805
	Iteration 70Q: 3 clusters Score -1.234595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93676 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -12345953.000000 Penalty: 3734.174805
	Iteration 71Q: 3 clusters Score -1.234595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93679 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -12345952.000000 Penalty: 3734.174805
	Iteration 72Q: 3 clusters Score -1.234595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -12345953.000000 Penalty: 3734.174805
	Iteration 73Q: 3 clusters Score -1.234595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -12345952.000000 Penalty: 3734.174805
	Iteration 74Q: 3 clusters Score -1.234595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93703 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -12345951.000000 Penalty: 3734.174805
	Iteration 75Q: 3 clusters Score -1.234595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -12345954.000000 Penalty: 3734.174805
	Iteration 76Q: 3 clusters Score -1.234595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93717 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -12345955.000000 Penalty: 3734.174805
	Iteration 77Q: 3 clusters Score -1.234596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93722 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -12345943.000000 Penalty: 3734.174805
	Iteration 78Q: 3 clusters Score -1.234594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -12345938.000000 Penalty: 3734.174805
	Iteration 79Q: 3 clusters Score -1.234594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -12345927.000000 Penalty: 3734.174805
	Iteration 80F: 3 clusters Score -1.234593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -12345931.000000 Penalty: 3734.174805
	Iteration 81Q: 3 clusters Score -1.234593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -12345933.000000 Penalty: 3734.174805
	Iteration 82Q: 3 clusters Score -1.234593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93747 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -12345938.000000 Penalty: 3734.174805
	Iteration 83Q: 3 clusters Score -1.234594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93746 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -12345949.000000 Penalty: 3734.174805
	Iteration 84Q: 3 clusters Score -1.234595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -12345935.000000 Penalty: 3734.174805
	Iteration 85Q: 3 clusters Score -1.234594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -12345947.000000 Penalty: 3734.174805
	Iteration 86Q: 3 clusters Score -1.234595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93764 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -12345933.000000 Penalty: 3734.174805
	Iteration 87Q: 3 clusters Score -1.234593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93783 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -12345923.000000 Penalty: 3734.174805
	Iteration 88Q: 3 clusters Score -1.234592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -12345927.000000 Penalty: 3734.174805
	Iteration 89Q: 3 clusters Score -1.234593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93810 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -12345935.000000 Penalty: 3734.174805
	Iteration 90Q: 3 clusters Score -1.234594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -12345935.000000 Penalty: 3734.174805
	Iteration 91Q: 3 clusters Score -1.234594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -12345927.000000 Penalty: 3734.174805
	Iteration 92Q: 3 clusters Score -1.234593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -12345928.000000 Penalty: 3734.174805
	Iteration 93Q: 3 clusters Score -1.234593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -12345910.000000 Penalty: 3734.174805
	Iteration 94Q: 3 clusters Score -1.234591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -12345911.000000 Penalty: 3734.174805
	Iteration 95Q: 3 clusters Score -1.234591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -12345907.000000 Penalty: 3734.174805
	Iteration 96Q: 3 clusters Score -1.234591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -12345905.000000 Penalty: 3734.174805
	Iteration 97Q: 3 clusters Score -1.23459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93856 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -12345906.000000 Penalty: 3734.174805
	Iteration 98Q: 3 clusters Score -1.234591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -12345891.000000 Penalty: 3734.174805
	Iteration 99Q: 3 clusters Score -1.234589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -12345905.000000 Penalty: 3734.174805
	Iteration 100F: 3 clusters Score -1.23459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -12345896.000000 Penalty: 3734.174805
	Iteration 101Q: 3 clusters Score -1.23459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -12345916.000000 Penalty: 3734.174805
	Iteration 102Q: 3 clusters Score -1.234592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -12345912.000000 Penalty: 3734.174805
	Iteration 103Q: 3 clusters Score -1.234591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -12345917.000000 Penalty: 3734.174805
	Iteration 104Q: 3 clusters Score -1.234592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -12345911.000000 Penalty: 3734.174805
	Iteration 105Q: 3 clusters Score -1.234591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -12345911.000000 Penalty: 3734.174805
	Iteration 106F: 3 clusters Score -1.234591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 43457 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 62475 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 72224 members 
Mstep: Class 14 contains 17026 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 18 contains 83500 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 97033 members 
Mstep: Class 22 contains 93877 members 
Mstep: Class 23 contains 3903 members 
Mstep: Class 24 contains 91968 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 96198 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 88139 members 
Mstep: Class 29 contains 273 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 3834 members 
Entering Unmasked Estep 
Score: -102216144.000000 Penalty: 68724.578125
Splitting cluster 22 changes total score from -102214952.000000 to -102216144.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 23 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -457586.812500 Penalty: 1343.793823
	Iteration 0F: 2 clusters Score -457586.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -454322.687500 Penalty: 2687.587646
	Iteration 0F: 3 clusters Score -454322.7 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -455188.625000 Penalty: 2687.587646
	Iteration 1F: 3 clusters Score -455188.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -455339.718750 Penalty: 2687.587646
	Iteration 2F: 3 clusters Score -455339.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -455450.843750 Penalty: 2687.587646
	Iteration 3F: 3 clusters Score -455450.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -455531.406250 Penalty: 2687.587646
	Iteration 4Q: 3 clusters Score -455531.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -455604.093750 Penalty: 2687.587646
	Iteration 5Q: 3 clusters Score -455604.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -455679.000000 Penalty: 2687.587646
	Iteration 6Q: 3 clusters Score -455679 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -455762.000000 Penalty: 2687.587646
	Iteration 7Q: 3 clusters Score -455762 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -455866.093750 Penalty: 2687.587646
	Iteration 8Q: 3 clusters Score -455866.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -455979.000000 Penalty: 2687.587646
	Iteration 9Q: 3 clusters Score -455979 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -456076.906250 Penalty: 2687.587646
	Iteration 10Q: 3 clusters Score -456076.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -456210.437500 Penalty: 2687.587646
	Iteration 11Q: 3 clusters Score -456210.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -456357.156250 Penalty: 2687.587646
	Iteration 12Q: 3 clusters Score -456357.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -456478.593750 Penalty: 2687.587646
	Iteration 13Q: 3 clusters Score -456478.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -456598.500000 Penalty: 2687.587646
	Iteration 14Q: 3 clusters Score -456598.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -456693.187500 Penalty: 2687.587646
	Iteration 15Q: 3 clusters Score -456693.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -456762.937500 Penalty: 2687.587646
	Iteration 16Q: 3 clusters Score -456762.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -456820.687500 Penalty: 2687.587646
	Iteration 17Q: 3 clusters Score -456820.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -456883.750000 Penalty: 2687.587646
	Iteration 18Q: 3 clusters Score -456883.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -456933.156250 Penalty: 2687.587646
	Iteration 19Q: 3 clusters Score -456933.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -456977.531250 Penalty: 2687.587646
	Iteration 20F: 3 clusters Score -456977.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -457005.593750 Penalty: 2687.587646
	Iteration 21Q: 3 clusters Score -457005.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -457034.375000 Penalty: 2687.587646
	Iteration 22Q: 3 clusters Score -457034.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -457078.218750 Penalty: 2687.587646
	Iteration 23Q: 3 clusters Score -457078.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -457104.843750 Penalty: 2687.587646
	Iteration 24Q: 3 clusters Score -457104.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -457125.687500 Penalty: 2687.587646
	Iteration 25Q: 3 clusters Score -457125.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -457140.500000 Penalty: 2687.587646
	Iteration 26Q: 3 clusters Score -457140.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -457148.000000 Penalty: 2687.587646
	Iteration 27Q: 3 clusters Score -457148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -457154.718750 Penalty: 2687.587646
	Iteration 28Q: 3 clusters Score -457154.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -457161.843750 Penalty: 2687.587646
	Iteration 29Q: 3 clusters Score -457161.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -457164.843750 Penalty: 2687.587646
	Iteration 30Q: 3 clusters Score -457164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -457165.218750 Penalty: 2687.587646
	Iteration 31Q: 3 clusters Score -457165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -457165.468750 Penalty: 2687.587646
	Iteration 32Q: 3 clusters Score -457165.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -457165.968750 Penalty: 2687.587646
	Iteration 33Q: 3 clusters Score -457166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -457166.656250 Penalty: 2687.587646
	Iteration 34Q: 3 clusters Score -457166.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -457166.656250 Penalty: 2687.587646
	Iteration 35F: 3 clusters Score -457166.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (91968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91968 members 
Entering Unmasked Estep 
Score: -11287525.000000 Penalty: 1857.244385
	Iteration 0F: 2 clusters Score -1.128752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -11226394.000000 Penalty: 3714.488770
	Iteration 0F: 3 clusters Score -1.122639e+07 nChanged 43941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -11251446.000000 Penalty: 3714.488770
	Iteration 1F: 3 clusters Score -1.125145e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -11252130.000000 Penalty: 3714.488770
	Iteration 2Q: 3 clusters Score -1.125213e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -11253017.000000 Penalty: 3714.488770
	Iteration 3Q: 3 clusters Score -1.125302e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -11254325.000000 Penalty: 3714.488770
	Iteration 4Q: 3 clusters Score -1.125432e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -11256681.000000 Penalty: 3714.488770
	Iteration 5F: 3 clusters Score -1.125668e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -11260341.000000 Penalty: 3714.488770
	Iteration 6F: 3 clusters Score -1.126034e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -11265782.000000 Penalty: 3714.488770
	Iteration 7F: 3 clusters Score -1.126578e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -11271984.000000 Penalty: 3714.488770
	Iteration 8F: 3 clusters Score -1.127198e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -11276116.000000 Penalty: 3714.488770
	Iteration 9F: 3 clusters Score -1.127612e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -11277855.000000 Penalty: 3714.488770
	Iteration 10Q: 3 clusters Score -1.127786e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -11278759.000000 Penalty: 3714.488770
	Iteration 11Q: 3 clusters Score -1.127876e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -11279410.000000 Penalty: 3714.488770
	Iteration 12Q: 3 clusters Score -1.127941e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -11279916.000000 Penalty: 3714.488770
	Iteration 13Q: 3 clusters Score -1.127992e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -11280236.000000 Penalty: 3714.488770
	Iteration 14Q: 3 clusters Score -1.128024e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -11280522.000000 Penalty: 3714.488770
	Iteration 15Q: 3 clusters Score -1.128052e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -11280779.000000 Penalty: 3714.488770
	Iteration 16Q: 3 clusters Score -1.128078e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -11280953.000000 Penalty: 3714.488770
	Iteration 17Q: 3 clusters Score -1.128095e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -11281047.000000 Penalty: 3714.488770
	Iteration 18Q: 3 clusters Score -1.128105e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -11281148.000000 Penalty: 3714.488770
	Iteration 19Q: 3 clusters Score -1.128115e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -11281270.000000 Penalty: 3714.488770
	Iteration 20F: 3 clusters Score -1.128127e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -11281316.000000 Penalty: 3714.488770
	Iteration 21Q: 3 clusters Score -1.128132e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -11281428.000000 Penalty: 3714.488770
	Iteration 22Q: 3 clusters Score -1.128143e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -11281523.000000 Penalty: 3714.488770
	Iteration 23Q: 3 clusters Score -1.128152e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -11281552.000000 Penalty: 3714.488770
	Iteration 24Q: 3 clusters Score -1.128155e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 71253 members 
Entering Unmasked Estep 
Score: -11281619.000000 Penalty: 3714.488770
	Iteration 25Q: 3 clusters Score -1.128162e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 71565 members 
Entering Unmasked Estep 
Score: -11281657.000000 Penalty: 3714.488770
	Iteration 26Q: 3 clusters Score -1.128166e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -11281718.000000 Penalty: 3714.488770
	Iteration 27Q: 3 clusters Score -1.128172e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -11281766.000000 Penalty: 3714.488770
	Iteration 28Q: 3 clusters Score -1.128177e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -11281787.000000 Penalty: 3714.488770
	Iteration 29Q: 3 clusters Score -1.128179e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -11281829.000000 Penalty: 3714.488770
	Iteration 30Q: 3 clusters Score -1.128183e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -11281862.000000 Penalty: 3714.488770
	Iteration 31Q: 3 clusters Score -1.128186e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -11281908.000000 Penalty: 3714.488770
	Iteration 32Q: 3 clusters Score -1.128191e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -11281937.000000 Penalty: 3714.488770
	Iteration 33Q: 3 clusters Score -1.128194e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -11281993.000000 Penalty: 3714.488770
	Iteration 34Q: 3 clusters Score -1.128199e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -11282067.000000 Penalty: 3714.488770
	Iteration 35Q: 3 clusters Score -1.128207e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -11282142.000000 Penalty: 3714.488770
	Iteration 36Q: 3 clusters Score -1.128214e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 74988 members 
Entering Unmasked Estep 
Score: -11282174.000000 Penalty: 3714.488770
	Iteration 37Q: 3 clusters Score -1.128217e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 75396 members 
Entering Unmasked Estep 
Score: -11282259.000000 Penalty: 3714.488770
	Iteration 38Q: 3 clusters Score -1.128226e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -11282365.000000 Penalty: 3714.488770
	Iteration 39Q: 3 clusters Score -1.128236e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -11282419.000000 Penalty: 3714.488770
	Iteration 40F: 3 clusters Score -1.128242e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
Score: -11282480.000000 Penalty: 3714.488770
	Iteration 41Q: 3 clusters Score -1.128248e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -11282547.000000 Penalty: 3714.488770
	Iteration 42Q: 3 clusters Score -1.128255e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -11282614.000000 Penalty: 3714.488770
	Iteration 43Q: 3 clusters Score -1.128261e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -11282664.000000 Penalty: 3714.488770
	Iteration 44Q: 3 clusters Score -1.128266e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 78126 members 
Entering Unmasked Estep 
Score: -11282751.000000 Penalty: 3714.488770
	Iteration 45Q: 3 clusters Score -1.128275e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -11282832.000000 Penalty: 3714.488770
	Iteration 46Q: 3 clusters Score -1.128283e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -11282943.000000 Penalty: 3714.488770
	Iteration 47Q: 3 clusters Score -1.128294e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -11283019.000000 Penalty: 3714.488770
	Iteration 48Q: 3 clusters Score -1.128302e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -11283128.000000 Penalty: 3714.488770
	Iteration 49Q: 3 clusters Score -1.128313e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -11283209.000000 Penalty: 3714.488770
	Iteration 50Q: 3 clusters Score -1.128321e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -11283262.000000 Penalty: 3714.488770
	Iteration 51Q: 3 clusters Score -1.128326e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -11283397.000000 Penalty: 3714.488770
	Iteration 52Q: 3 clusters Score -1.12834e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -11283597.000000 Penalty: 3714.488770
	Iteration 53Q: 3 clusters Score -1.12836e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -11283794.000000 Penalty: 3714.488770
	Iteration 54Q: 3 clusters Score -1.128379e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -11284086.000000 Penalty: 3714.488770
	Iteration 55Q: 3 clusters Score -1.128409e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -11284289.000000 Penalty: 3714.488770
	Iteration 56Q: 3 clusters Score -1.128429e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 83174 members 
Entering Unmasked Estep 
Score: -11284463.000000 Penalty: 3714.488770
	Iteration 57Q: 3 clusters Score -1.128446e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -11284658.000000 Penalty: 3714.488770
	Iteration 58Q: 3 clusters Score -1.128466e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -11284894.000000 Penalty: 3714.488770
	Iteration 59Q: 3 clusters Score -1.128489e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 84571 members 
Entering Unmasked Estep 
Score: -11285025.000000 Penalty: 3714.488770
	Iteration 60F: 3 clusters Score -1.128502e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -11285295.000000 Penalty: 3714.488770
	Iteration 61Q: 3 clusters Score -1.12853e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -11285457.000000 Penalty: 3714.488770
	Iteration 62Q: 3 clusters Score -1.128546e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -11285586.000000 Penalty: 3714.488770
	Iteration 63Q: 3 clusters Score -1.128559e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -11285748.000000 Penalty: 3714.488770
	Iteration 64Q: 3 clusters Score -1.128575e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -11285888.000000 Penalty: 3714.488770
	Iteration 65Q: 3 clusters Score -1.128589e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -11285943.000000 Penalty: 3714.488770
	Iteration 66Q: 3 clusters Score -1.128594e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -11286002.000000 Penalty: 3714.488770
	Iteration 67Q: 3 clusters Score -1.1286e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -11286118.000000 Penalty: 3714.488770
	Iteration 68Q: 3 clusters Score -1.128612e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 88129 members 
Entering Unmasked Estep 
Score: -11286199.000000 Penalty: 3714.488770
	Iteration 69Q: 3 clusters Score -1.12862e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -11286225.000000 Penalty: 3714.488770
	Iteration 70Q: 3 clusters Score -1.128622e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 88636 members 
Entering Unmasked Estep 
Score: -11286287.000000 Penalty: 3714.488770
	Iteration 71Q: 3 clusters Score -1.128629e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -11286321.000000 Penalty: 3714.488770
	Iteration 72Q: 3 clusters Score -1.128632e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -11286333.000000 Penalty: 3714.488770
	Iteration 73Q: 3 clusters Score -1.128633e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -11286394.000000 Penalty: 3714.488770
	Iteration 74Q: 3 clusters Score -1.128639e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -11286419.000000 Penalty: 3714.488770
	Iteration 75Q: 3 clusters Score -1.128642e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 89532 members 
Entering Unmasked Estep 
Score: -11286421.000000 Penalty: 3714.488770
	Iteration 76Q: 3 clusters Score -1.128642e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -11286443.000000 Penalty: 3714.488770
	Iteration 77Q: 3 clusters Score -1.128644e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -11286451.000000 Penalty: 3714.488770
	Iteration 78Q: 3 clusters Score -1.128645e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -11286460.000000 Penalty: 3714.488770
	Iteration 79Q: 3 clusters Score -1.128646e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -11286483.000000 Penalty: 3714.488770
	Iteration 80F: 3 clusters Score -1.128648e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -11286493.000000 Penalty: 3714.488770
	Iteration 81Q: 3 clusters Score -1.128649e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -11286526.000000 Penalty: 3714.488770
	Iteration 82Q: 3 clusters Score -1.128653e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -11286531.000000 Penalty: 3714.488770
	Iteration 83Q: 3 clusters Score -1.128653e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -11286535.000000 Penalty: 3714.488770
	Iteration 84Q: 3 clusters Score -1.128654e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -11286535.000000 Penalty: 3714.488770
	Iteration 85Q: 3 clusters Score -1.128654e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -11286537.000000 Penalty: 3714.488770
	Iteration 86Q: 3 clusters Score -1.128654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -11286537.000000 Penalty: 3714.488770
	Iteration 87Q: 3 clusters Score -1.128654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 90224 members 
Entering Unmasked Estep 
Score: -11286545.000000 Penalty: 3714.488770
	Iteration 88Q: 3 clusters Score -1.128654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 90234 members 
Entering Unmasked Estep 
Score: -11286546.000000 Penalty: 3714.488770
	Iteration 89Q: 3 clusters Score -1.128655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -11286546.000000 Penalty: 3714.488770
	Iteration 90Q: 3 clusters Score -1.128655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -11286553.000000 Penalty: 3714.488770
	Iteration 91Q: 3 clusters Score -1.128655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -11286533.000000 Penalty: 3714.488770
	Iteration 92Q: 3 clusters Score -1.128653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 90274 members 
Entering Unmasked Estep 
Score: -11286528.000000 Penalty: 3714.488770
	Iteration 93Q: 3 clusters Score -1.128653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -11286550.000000 Penalty: 3714.488770
	Iteration 94Q: 3 clusters Score -1.128655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -11286534.000000 Penalty: 3714.488770
	Iteration 95Q: 3 clusters Score -1.128653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 90308 members 
Entering Unmasked Estep 
Score: -11286533.000000 Penalty: 3714.488770
	Iteration 96Q: 3 clusters Score -1.128653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -11286546.000000 Penalty: 3714.488770
	Iteration 97Q: 3 clusters Score -1.128655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -11286554.000000 Penalty: 3714.488770
	Iteration 98Q: 3 clusters Score -1.128655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 90339 members 
Entering Unmasked Estep 
Score: -11286561.000000 Penalty: 3714.488770
	Iteration 99Q: 3 clusters Score -1.128656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -11286541.000000 Penalty: 3714.488770
	Iteration 100F: 3 clusters Score -1.128654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -11286548.000000 Penalty: 3714.488770
	Iteration 101Q: 3 clusters Score -1.128655e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 90395 members 
Entering Unmasked Estep 
Score: -11286558.000000 Penalty: 3714.488770
	Iteration 102Q: 3 clusters Score -1.128656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -11286550.000000 Penalty: 3714.488770
	Iteration 103Q: 3 clusters Score -1.128655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -11286550.000000 Penalty: 3714.488770
	Iteration 104Q: 3 clusters Score -1.128655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
Score: -11286564.000000 Penalty: 3714.488770
	Iteration 105Q: 3 clusters Score -1.128656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 90437 members 
Entering Unmasked Estep 
Score: -11286558.000000 Penalty: 3714.488770
	Iteration 106Q: 3 clusters Score -1.128656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -11286560.000000 Penalty: 3714.488770
	Iteration 107Q: 3 clusters Score -1.128656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
Score: -11286567.000000 Penalty: 3714.488770
	Iteration 108Q: 3 clusters Score -1.128657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -11286560.000000 Penalty: 3714.488770
	Iteration 109Q: 3 clusters Score -1.128656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 90471 members 
Entering Unmasked Estep 
Score: -11286554.000000 Penalty: 3714.488770
	Iteration 110Q: 3 clusters Score -1.128655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -11286550.000000 Penalty: 3714.488770
	Iteration 111Q: 3 clusters Score -1.128655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -11286571.000000 Penalty: 3714.488770
	Iteration 112Q: 3 clusters Score -1.128657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 90490 members 
Entering Unmasked Estep 
Score: -11286581.000000 Penalty: 3714.488770
	Iteration 113Q: 3 clusters Score -1.128658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 90497 members 
Entering Unmasked Estep 
Score: -11286578.000000 Penalty: 3714.488770
	Iteration 114Q: 3 clusters Score -1.128658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -11286580.000000 Penalty: 3714.488770
	Iteration 115Q: 3 clusters Score -1.128658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
Score: -11286578.000000 Penalty: 3714.488770
	Iteration 116Q: 3 clusters Score -1.128658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -11286570.000000 Penalty: 3714.488770
	Iteration 117Q: 3 clusters Score -1.128657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 90527 members 
Entering Unmasked Estep 
Score: -11286586.000000 Penalty: 3714.488770
	Iteration 118Q: 3 clusters Score -1.128659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -11286581.000000 Penalty: 3714.488770
	Iteration 119Q: 3 clusters Score -1.128658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -11286599.000000 Penalty: 3714.488770
	Iteration 120F: 3 clusters Score -1.12866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -11286604.000000 Penalty: 3714.488770
	Iteration 121Q: 3 clusters Score -1.12866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -11286607.000000 Penalty: 3714.488770
	Iteration 122Q: 3 clusters Score -1.128661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -11286589.000000 Penalty: 3714.488770
	Iteration 123Q: 3 clusters Score -1.128659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -11286598.000000 Penalty: 3714.488770
	Iteration 124Q: 3 clusters Score -1.12866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -11286614.000000 Penalty: 3714.488770
	Iteration 125Q: 3 clusters Score -1.128661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -11286615.000000 Penalty: 3714.488770
	Iteration 126Q: 3 clusters Score -1.128662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 90618 members 
Entering Unmasked Estep 
Score: -11286620.000000 Penalty: 3714.488770
	Iteration 127Q: 3 clusters Score -1.128662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -11286611.000000 Penalty: 3714.488770
	Iteration 128Q: 3 clusters Score -1.128661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -11286609.000000 Penalty: 3714.488770
	Iteration 129Q: 3 clusters Score -1.128661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -11286620.000000 Penalty: 3714.488770
	Iteration 130Q: 3 clusters Score -1.128662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -11286618.000000 Penalty: 3714.488770
	Iteration 131Q: 3 clusters Score -1.128662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -11286613.000000 Penalty: 3714.488770
	Iteration 132Q: 3 clusters Score -1.128661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -11286613.000000 Penalty: 3714.488770
	Iteration 133Q: 3 clusters Score -1.128661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -11286613.000000 Penalty: 3714.488770
	Iteration 134Q: 3 clusters Score -1.128661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 90648 members 
Entering Unmasked Estep 
Score: -11286614.000000 Penalty: 3714.488770
	Iteration 135Q: 3 clusters Score -1.128661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 90651 members 
Entering Unmasked Estep 
Score: -11286613.000000 Penalty: 3714.488770
	Iteration 136Q: 3 clusters Score -1.128661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -11286613.000000 Penalty: 3714.488770
	Iteration 137Q: 3 clusters Score -1.128661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -11286608.000000 Penalty: 3714.488770
	Iteration 138Q: 3 clusters Score -1.128661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -11286614.000000 Penalty: 3714.488770
	Iteration 139Q: 3 clusters Score -1.128661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -11286602.000000 Penalty: 3714.488770
	Iteration 140F: 3 clusters Score -1.12866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -11286604.000000 Penalty: 3714.488770
	Iteration 141Q: 3 clusters Score -1.12866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -11286604.000000 Penalty: 3714.488770
	Iteration 142F: 3 clusters Score -1.12866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Entering Unmasked Estep 
Score: -704561.687500 Penalty: 1408.833130
	Iteration 0F: 2 clusters Score -704561.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -700058.250000 Penalty: 2817.666260
	Iteration 0F: 3 clusters Score -700058.2 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -701355.062500 Penalty: 2817.666260
	Iteration 1F: 3 clusters Score -701355.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -701523.625000 Penalty: 2817.666260
	Iteration 2F: 3 clusters Score -701523.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -701645.625000 Penalty: 2817.666260
	Iteration 3Q: 3 clusters Score -701645.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -701741.500000 Penalty: 2817.666260
	Iteration 4Q: 3 clusters Score -701741.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -701824.562500 Penalty: 2817.666260
	Iteration 5Q: 3 clusters Score -701824.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -701890.937500 Penalty: 2817.666260
	Iteration 6Q: 3 clusters Score -701890.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -701957.125000 Penalty: 2817.666260
	Iteration 7Q: 3 clusters Score -701957.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -702025.812500 Penalty: 2817.666260
	Iteration 8Q: 3 clusters Score -702025.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -702106.000000 Penalty: 2817.666260
	Iteration 9Q: 3 clusters Score -702106 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -702200.750000 Penalty: 2817.666260
	Iteration 10Q: 3 clusters Score -702200.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -702305.687500 Penalty: 2817.666260
	Iteration 11Q: 3 clusters Score -702305.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -702420.312500 Penalty: 2817.666260
	Iteration 12Q: 3 clusters Score -702420.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -702526.500000 Penalty: 2817.666260
	Iteration 13Q: 3 clusters Score -702526.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -702622.437500 Penalty: 2817.666260
	Iteration 14Q: 3 clusters Score -702622.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -702712.125000 Penalty: 2817.666260
	Iteration 15Q: 3 clusters Score -702712.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -702813.875000 Penalty: 2817.666260
	Iteration 16Q: 3 clusters Score -702813.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -702922.875000 Penalty: 2817.666260
	Iteration 17Q: 3 clusters Score -702922.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -703018.875000 Penalty: 2817.666260
	Iteration 18Q: 3 clusters Score -703018.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -703087.062500 Penalty: 2817.666260
	Iteration 19Q: 3 clusters Score -703087.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -703140.250000 Penalty: 2817.666260
	Iteration 20F: 3 clusters Score -703140.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -703185.687500 Penalty: 2817.666260
	Iteration 21Q: 3 clusters Score -703185.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -703227.875000 Penalty: 2817.666260
	Iteration 22Q: 3 clusters Score -703227.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -703264.062500 Penalty: 2817.666260
	Iteration 23Q: 3 clusters Score -703264.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -703295.687500 Penalty: 2817.666260
	Iteration 24Q: 3 clusters Score -703295.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -703320.875000 Penalty: 2817.666260
	Iteration 25Q: 3 clusters Score -703320.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -703344.687500 Penalty: 2817.666260
	Iteration 26Q: 3 clusters Score -703344.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -703373.875000 Penalty: 2817.666260
	Iteration 27Q: 3 clusters Score -703373.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -703394.687500 Penalty: 2817.666260
	Iteration 28Q: 3 clusters Score -703394.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -703412.812500 Penalty: 2817.666260
	Iteration 29Q: 3 clusters Score -703412.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -703431.312500 Penalty: 2817.666260
	Iteration 30Q: 3 clusters Score -703431.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -703454.625000 Penalty: 2817.666260
	Iteration 31Q: 3 clusters Score -703454.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -703475.312500 Penalty: 2817.666260
	Iteration 32Q: 3 clusters Score -703475.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -703489.812500 Penalty: 2817.666260
	Iteration 33Q: 3 clusters Score -703489.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -703499.437500 Penalty: 2817.666260
	Iteration 34Q: 3 clusters Score -703499.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -703506.562500 Penalty: 2817.666260
	Iteration 35Q: 3 clusters Score -703506.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -703512.625000 Penalty: 2817.666260
	Iteration 36Q: 3 clusters Score -703512.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -703517.562500 Penalty: 2817.666260
	Iteration 37Q: 3 clusters Score -703517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -703517.500000 Penalty: 2817.666260
	Iteration 38Q: 3 clusters Score -703517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -703518.500000 Penalty: 2817.666260
	Iteration 39Q: 3 clusters Score -703518.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -703519.750000 Penalty: 2817.666260
	Iteration 40F: 3 clusters Score -703519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (96198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Entering Unmasked Estep 
Score: -12035672.000000 Penalty: 1864.551636
	Iteration 0F: 2 clusters Score -1.203567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -11976301.000000 Penalty: 3729.103271
	Iteration 0F: 3 clusters Score -1.19763e+07 nChanged 45805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -12002410.000000 Penalty: 3729.103271
	Iteration 1F: 3 clusters Score -1.200241e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -12003065.000000 Penalty: 3729.103271
	Iteration 2Q: 3 clusters Score -1.200306e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -12003818.000000 Penalty: 3729.103271
	Iteration 3Q: 3 clusters Score -1.200382e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -12004693.000000 Penalty: 3729.103271
	Iteration 4Q: 3 clusters Score -1.200469e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -12005833.000000 Penalty: 3729.103271
	Iteration 5Q: 3 clusters Score -1.200583e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -12007823.000000 Penalty: 3729.103271
	Iteration 6Q: 3 clusters Score -1.200782e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -12010859.000000 Penalty: 3729.103271
	Iteration 7F: 3 clusters Score -1.201086e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -12014959.000000 Penalty: 3729.103271
	Iteration 8F: 3 clusters Score -1.201496e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -12020290.000000 Penalty: 3729.103271
	Iteration 9F: 3 clusters Score -1.202029e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -12025313.000000 Penalty: 3729.103271
	Iteration 10F: 3 clusters Score -1.202531e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -12028096.000000 Penalty: 3729.103271
	Iteration 11F: 3 clusters Score -1.20281e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -12029464.000000 Penalty: 3729.103271
	Iteration 12Q: 3 clusters Score -1.202946e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -12030244.000000 Penalty: 3729.103271
	Iteration 13Q: 3 clusters Score -1.203024e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -12030949.000000 Penalty: 3729.103271
	Iteration 14Q: 3 clusters Score -1.203095e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -12031641.000000 Penalty: 3729.103271
	Iteration 15Q: 3 clusters Score -1.203164e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -12032175.000000 Penalty: 3729.103271
	Iteration 16Q: 3 clusters Score -1.203218e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -12032578.000000 Penalty: 3729.103271
	Iteration 17Q: 3 clusters Score -1.203258e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -12032987.000000 Penalty: 3729.103271
	Iteration 18Q: 3 clusters Score -1.203299e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -12033217.000000 Penalty: 3729.103271
	Iteration 19Q: 3 clusters Score -1.203322e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -12033429.000000 Penalty: 3729.103271
	Iteration 20F: 3 clusters Score -1.203343e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -12033582.000000 Penalty: 3729.103271
	Iteration 21Q: 3 clusters Score -1.203358e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -12033705.000000 Penalty: 3729.103271
	Iteration 22Q: 3 clusters Score -1.20337e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -12033825.000000 Penalty: 3729.103271
	Iteration 23Q: 3 clusters Score -1.203382e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -12033883.000000 Penalty: 3729.103271
	Iteration 24Q: 3 clusters Score -1.203388e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -12033897.000000 Penalty: 3729.103271
	Iteration 25Q: 3 clusters Score -1.20339e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -12033931.000000 Penalty: 3729.103271
	Iteration 26Q: 3 clusters Score -1.203393e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -12033975.000000 Penalty: 3729.103271
	Iteration 27Q: 3 clusters Score -1.203398e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -12033954.000000 Penalty: 3729.103271
	Iteration 28Q: 3 clusters Score -1.203395e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -12033980.000000 Penalty: 3729.103271
	Iteration 29Q: 3 clusters Score -1.203398e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -12033990.000000 Penalty: 3729.103271
	Iteration 30Q: 3 clusters Score -1.203399e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -12033932.000000 Penalty: 3729.103271
	Iteration 31Q: 3 clusters Score -1.203393e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -12033861.000000 Penalty: 3729.103271
	Iteration 32Q: 3 clusters Score -1.203386e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -12033853.000000 Penalty: 3729.103271
	Iteration 33Q: 3 clusters Score -1.203385e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -12033829.000000 Penalty: 3729.103271
	Iteration 34Q: 3 clusters Score -1.203383e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -12033815.000000 Penalty: 3729.103271
	Iteration 35Q: 3 clusters Score -1.203382e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 70101 members 
Entering Unmasked Estep 
Score: -12033815.000000 Penalty: 3729.103271
	Iteration 36Q: 3 clusters Score -1.203382e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -12033791.000000 Penalty: 3729.103271
	Iteration 37Q: 3 clusters Score -1.203379e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -12033753.000000 Penalty: 3729.103271
	Iteration 38Q: 3 clusters Score -1.203375e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -12033785.000000 Penalty: 3729.103271
	Iteration 39Q: 3 clusters Score -1.203378e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -12033845.000000 Penalty: 3729.103271
	Iteration 40F: 3 clusters Score -1.203384e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -12033852.000000 Penalty: 3729.103271
	Iteration 41Q: 3 clusters Score -1.203385e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -12033841.000000 Penalty: 3729.103271
	Iteration 42Q: 3 clusters Score -1.203384e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -12033887.000000 Penalty: 3729.103271
	Iteration 43Q: 3 clusters Score -1.203389e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -12033793.000000 Penalty: 3729.103271
	Iteration 44Q: 3 clusters Score -1.203379e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -12033822.000000 Penalty: 3729.103271
	Iteration 45Q: 3 clusters Score -1.203382e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 77012 members 
Entering Unmasked Estep 
Score: -12033878.000000 Penalty: 3729.103271
	Iteration 46Q: 3 clusters Score -1.203388e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -12033882.000000 Penalty: 3729.103271
	Iteration 47Q: 3 clusters Score -1.203388e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -12033880.000000 Penalty: 3729.103271
	Iteration 48Q: 3 clusters Score -1.203388e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 79212 members 
Entering Unmasked Estep 
Score: -12033980.000000 Penalty: 3729.103271
	Iteration 49Q: 3 clusters Score -1.203398e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -12033988.000000 Penalty: 3729.103271
	Iteration 50Q: 3 clusters Score -1.203399e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -12034090.000000 Penalty: 3729.103271
	Iteration 51Q: 3 clusters Score -1.203409e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -12034294.000000 Penalty: 3729.103271
	Iteration 52Q: 3 clusters Score -1.203429e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -12034759.000000 Penalty: 3729.103271
	Iteration 53Q: 3 clusters Score -1.203476e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
Score: -12035167.000000 Penalty: 3729.103271
	Iteration 54Q: 3 clusters Score -1.203517e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 83845 members 
Entering Unmasked Estep 
Score: -12035499.000000 Penalty: 3729.103271
	Iteration 55Q: 3 clusters Score -1.20355e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -12035688.000000 Penalty: 3729.103271
	Iteration 56Q: 3 clusters Score -1.203569e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 85400 members 
Entering Unmasked Estep 
Score: -12035974.000000 Penalty: 3729.103271
	Iteration 57Q: 3 clusters Score -1.203597e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -12036236.000000 Penalty: 3729.103271
	Iteration 58Q: 3 clusters Score -1.203624e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 86876 members 
Entering Unmasked Estep 
Score: -12036340.000000 Penalty: 3729.103271
	Iteration 59Q: 3 clusters Score -1.203634e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 87618 members 
Entering Unmasked Estep 
Score: -12036472.000000 Penalty: 3729.103271
	Iteration 60F: 3 clusters Score -1.203647e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -12036561.000000 Penalty: 3729.103271
	Iteration 61Q: 3 clusters Score -1.203656e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -12036468.000000 Penalty: 3729.103271
	Iteration 62Q: 3 clusters Score -1.203647e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 89839 members 
Entering Unmasked Estep 
Score: -12036385.000000 Penalty: 3729.103271
	Iteration 63Q: 3 clusters Score -1.203638e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
Score: -12036291.000000 Penalty: 3729.103271
	Iteration 64Q: 3 clusters Score -1.203629e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -12036255.000000 Penalty: 3729.103271
	Iteration 65Q: 3 clusters Score -1.203626e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -12036136.000000 Penalty: 3729.103271
	Iteration 66Q: 3 clusters Score -1.203614e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -12035971.000000 Penalty: 3729.103271
	Iteration 67Q: 3 clusters Score -1.203597e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 92661 members 
Entering Unmasked Estep 
Score: -12035733.000000 Penalty: 3729.103271
	Iteration 68Q: 3 clusters Score -1.203573e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -12035620.000000 Penalty: 3729.103271
	Iteration 69Q: 3 clusters Score -1.203562e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -12035518.000000 Penalty: 3729.103271
	Iteration 70Q: 3 clusters Score -1.203552e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -12035447.000000 Penalty: 3729.103271
	Iteration 71Q: 3 clusters Score -1.203545e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 93903 members 
Entering Unmasked Estep 
Score: -12035408.000000 Penalty: 3729.103271
	Iteration 72Q: 3 clusters Score -1.203541e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 94131 members 
Entering Unmasked Estep 
Score: -12035313.000000 Penalty: 3729.103271
	Iteration 73Q: 3 clusters Score -1.203531e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 94317 members 
Entering Unmasked Estep 
Score: -12035220.000000 Penalty: 3729.103271
	Iteration 74Q: 3 clusters Score -1.203522e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 94486 members 
Entering Unmasked Estep 
Score: -12035113.000000 Penalty: 3729.103271
	Iteration 75Q: 3 clusters Score -1.203511e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -12035039.000000 Penalty: 3729.103271
	Iteration 76Q: 3 clusters Score -1.203504e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 94759 members 
Entering Unmasked Estep 
Score: -12034998.000000 Penalty: 3729.103271
	Iteration 77Q: 3 clusters Score -1.2035e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -12034942.000000 Penalty: 3729.103271
	Iteration 78Q: 3 clusters Score -1.203494e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 94983 members 
Entering Unmasked Estep 
Score: -12034921.000000 Penalty: 3729.103271
	Iteration 79Q: 3 clusters Score -1.203492e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -12034931.000000 Penalty: 3729.103271
	Iteration 80F: 3 clusters Score -1.203493e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -12034918.000000 Penalty: 3729.103271
	Iteration 81Q: 3 clusters Score -1.203492e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -12034870.000000 Penalty: 3729.103271
	Iteration 82Q: 3 clusters Score -1.203487e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -12034837.000000 Penalty: 3729.103271
	Iteration 83Q: 3 clusters Score -1.203484e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -12034830.000000 Penalty: 3729.103271
	Iteration 84Q: 3 clusters Score -1.203483e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -12034816.000000 Penalty: 3729.103271
	Iteration 85Q: 3 clusters Score -1.203482e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -12034811.000000 Penalty: 3729.103271
	Iteration 86Q: 3 clusters Score -1.203481e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 95355 members 
Entering Unmasked Estep 
Score: -12034801.000000 Penalty: 3729.103271
	Iteration 87Q: 3 clusters Score -1.20348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -12034776.000000 Penalty: 3729.103271
	Iteration 88Q: 3 clusters Score -1.203478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -12034756.000000 Penalty: 3729.103271
	Iteration 89Q: 3 clusters Score -1.203476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -12034757.000000 Penalty: 3729.103271
	Iteration 90Q: 3 clusters Score -1.203476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -12034773.000000 Penalty: 3729.103271
	Iteration 91Q: 3 clusters Score -1.203477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 95416 members 
Entering Unmasked Estep 
Score: -12034769.000000 Penalty: 3729.103271
	Iteration 92Q: 3 clusters Score -1.203477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -12034762.000000 Penalty: 3729.103271
	Iteration 93Q: 3 clusters Score -1.203476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -12034766.000000 Penalty: 3729.103271
	Iteration 94Q: 3 clusters Score -1.203477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -12034767.000000 Penalty: 3729.103271
	Iteration 95Q: 3 clusters Score -1.203477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -12034756.000000 Penalty: 3729.103271
	Iteration 96Q: 3 clusters Score -1.203476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -12034753.000000 Penalty: 3729.103271
	Iteration 97Q: 3 clusters Score -1.203475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -12034758.000000 Penalty: 3729.103271
	Iteration 98Q: 3 clusters Score -1.203476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -12034753.000000 Penalty: 3729.103271
	Iteration 99Q: 3 clusters Score -1.203475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -12034756.000000 Penalty: 3729.103271
	Iteration 100F: 3 clusters Score -1.203476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 95443 members 
Entering Unmasked Estep 
Score: -12034752.000000 Penalty: 3729.103271
	Iteration 101Q: 3 clusters Score -1.203475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
Score: -12034751.000000 Penalty: 3729.103271
	Iteration 102Q: 3 clusters Score -1.203475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -12034730.000000 Penalty: 3729.103271
	Iteration 103Q: 3 clusters Score -1.203473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -12034725.000000 Penalty: 3729.103271
	Iteration 104Q: 3 clusters Score -1.203472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -12034732.000000 Penalty: 3729.103271
	Iteration 105Q: 3 clusters Score -1.203473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -12034733.000000 Penalty: 3729.103271
	Iteration 106Q: 3 clusters Score -1.203473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 95456 members 
Entering Unmasked Estep 
Score: -12034730.000000 Penalty: 3729.103271
	Iteration 107Q: 3 clusters Score -1.203473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -12034730.000000 Penalty: 3729.103271
	Iteration 108Q: 3 clusters Score -1.203473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -12034730.000000 Penalty: 3729.103271
	Iteration 109Q: 3 clusters Score -1.203473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -12034732.000000 Penalty: 3729.103271
	Iteration 110Q: 3 clusters Score -1.203473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -12034732.000000 Penalty: 3729.103271
	Iteration 111F: 3 clusters Score -1.203473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -41696.125000 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -41696.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40793.875000 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -40793.88 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41023.550781 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -41023.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41121.511719 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -41121.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41259.609375 Penalty: 1986.226929
	Iteration 3F: 3 clusters Score -41259.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41492.218750 Penalty: 1986.226929
	Iteration 4F: 3 clusters Score -41492.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -41654.734375 Penalty: 1986.226929
	Iteration 5F: 3 clusters Score -41654.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -41761.683594 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -41761.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -41813.195312 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -41813.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41851.128906 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -41851.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41864.796875 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -41864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41864.796875 Penalty: 1986.226929
	Iteration 10F: 3 clusters Score -41864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 43457 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 62475 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 72224 members 
Mstep: Class 14 contains 17026 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 18 contains 83500 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 97033 members 
Mstep: Class 22 contains 93877 members 
Mstep: Class 23 contains 3903 members 
Mstep: Class 24 contains 91968 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 96198 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 88139 members 
Mstep: Class 29 contains 273 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 3834 members 
Mstep: Class 32 contains 317 members 
Entering Unmasked Estep 
Score: -102215112.000000 Penalty: 70941.500000
Splitting cluster 27 changes total score from -102214952.000000 to -102215112.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 28 (88139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88139 members 
Entering Unmasked Estep 
Score: -10928423.000000 Penalty: 1850.333862
	Iteration 0F: 2 clusters Score -1.092842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -10870754.000000 Penalty: 3700.667725
	Iteration 0F: 3 clusters Score -1.087075e+07 nChanged 42209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -10895386.000000 Penalty: 3700.667725
	Iteration 1F: 3 clusters Score -1.089539e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -10896416.000000 Penalty: 3700.667725
	Iteration 2Q: 3 clusters Score -1.089642e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -10898156.000000 Penalty: 3700.667725
	Iteration 3Q: 3 clusters Score -1.089816e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -10900851.000000 Penalty: 3700.667725
	Iteration 4F: 3 clusters Score -1.090085e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -10905244.000000 Penalty: 3700.667725
	Iteration 5F: 3 clusters Score -1.090524e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -10911083.000000 Penalty: 3700.667725
	Iteration 6F: 3 clusters Score -1.091108e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 76610 members 
Entering Unmasked Estep 
Score: -10917229.000000 Penalty: 3700.667725
	Iteration 7F: 3 clusters Score -1.091723e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -10922194.000000 Penalty: 3700.667725
	Iteration 8F: 3 clusters Score -1.092219e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -10924678.000000 Penalty: 3700.667725
	Iteration 9Q: 3 clusters Score -1.092468e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
Score: -10925688.000000 Penalty: 3700.667725
	Iteration 10Q: 3 clusters Score -1.092569e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -10926192.000000 Penalty: 3700.667725
	Iteration 11Q: 3 clusters Score -1.092619e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -10926461.000000 Penalty: 3700.667725
	Iteration 12Q: 3 clusters Score -1.092646e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -10926621.000000 Penalty: 3700.667725
	Iteration 13Q: 3 clusters Score -1.092662e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -10926697.000000 Penalty: 3700.667725
	Iteration 14Q: 3 clusters Score -1.09267e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 87850 members 
Entering Unmasked Estep 
Score: -10926744.000000 Penalty: 3700.667725
	Iteration 15Q: 3 clusters Score -1.092674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -10926777.000000 Penalty: 3700.667725
	Iteration 16Q: 3 clusters Score -1.092678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -10926802.000000 Penalty: 3700.667725
	Iteration 17Q: 3 clusters Score -1.09268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -10926805.000000 Penalty: 3700.667725
	Iteration 18Q: 3 clusters Score -1.09268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -10926816.000000 Penalty: 3700.667725
	Iteration 19Q: 3 clusters Score -1.092682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -10926828.000000 Penalty: 3700.667725
	Iteration 20F: 3 clusters Score -1.092683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -10926818.000000 Penalty: 3700.667725
	Iteration 21Q: 3 clusters Score -1.092682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -10926826.000000 Penalty: 3700.667725
	Iteration 22Q: 3 clusters Score -1.092683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -10926839.000000 Penalty: 3700.667725
	Iteration 23Q: 3 clusters Score -1.092684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -10926837.000000 Penalty: 3700.667725
	Iteration 24Q: 3 clusters Score -1.092684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -10926831.000000 Penalty: 3700.667725
	Iteration 25Q: 3 clusters Score -1.092683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -10926831.000000 Penalty: 3700.667725
	Iteration 26F: 3 clusters Score -1.092683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15034 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 43457 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 62475 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 72224 members 
Mstep: Class 14 contains 17026 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 18 contains 83500 members 
Mstep: Class 19 contains 359 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 97033 members 
Mstep: Class 22 contains 93877 members 
Mstep: Class 23 contains 3903 members 
Mstep: Class 24 contains 91968 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 96198 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 88139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215448.000000 Penalty: 70941.500000
Iteration 79Q: 33 clusters Score -1.022154e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15020 members 
Mstep: Class 3 contains 3272 members 
Mstep: Class 4 contains 1389 members 
Mstep: Class 5 contains 43416 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 2708 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 62489 members 
Mstep: Class 10 contains 22117 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 205 members 
Mstep: Class 13 contains 72415 members 
Mstep: Class 14 contains 17023 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 17745 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 18 contains 83544 members 
Mstep: Class 19 contains 386 members 
Mstep: Class 20 contains 1223 members 
Mstep: Class 21 contains 96924 members 
Mstep: Class 22 contains 94090 members 
Mstep: Class 23 contains 3905 members 
Mstep: Class 24 contains 91865 members 
Mstep: Class 25 contains 5827 members 
Mstep: Class 26 contains 96087 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 88076 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215856.000000 Penalty: 70941.500000
Iteration 80F: 33 clusters Score -1.022159e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15007 members 
Mstep: Class 3 contains 3245 members 
Mstep: Class 4 contains 1388 members 
Mstep: Class 5 contains 43373 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 5550 members 
Mstep: Class 9 contains 62362 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 219 members 
Mstep: Class 13 contains 72579 members 
Mstep: Class 14 contains 17021 members 
Mstep: Class 15 contains 4394 members 
Mstep: Class 16 contains 17773 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 83578 members 
Mstep: Class 19 contains 382 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 96818 members 
Mstep: Class 22 contains 94170 members 
Mstep: Class 23 contains 3905 members 
Mstep: Class 24 contains 91777 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 95977 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 88016 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 4098 members 
Mstep: Class 32 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216504.000000 Penalty: 70941.500000
Iteration 81Q: 33 clusters Score -1.022165e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14978 members 
Mstep: Class 3 contains 3257 members 
Mstep: Class 4 contains 1388 members 
Mstep: Class 5 contains 43338 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 62208 members 
Mstep: Class 10 contains 22038 members 
Mstep: Class 11 contains 1688 members 
Mstep: Class 12 contains 221 members 
Mstep: Class 13 contains 72746 members 
Mstep: Class 14 contains 17024 members 
Mstep: Class 15 contains 4410 members 
Mstep: Class 16 contains 17788 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 18 contains 83586 members 
Mstep: Class 19 contains 381 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 96708 members 
Mstep: Class 22 contains 94233 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 91776 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 95887 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 87974 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 4302 members 
Mstep: Class 32 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216752.000000 Penalty: 70941.500000
Iteration 82Q: 33 clusters Score -1.022168e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14948 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 43296 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 62080 members 
Mstep: Class 10 contains 22000 members 
Mstep: Class 11 contains 1690 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 72911 members 
Mstep: Class 14 contains 17028 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 17795 members 
Mstep: Class 17 contains 2496 members 
Mstep: Class 18 contains 83576 members 
Mstep: Class 19 contains 381 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 96575 members 
Mstep: Class 22 contains 94254 members 
Mstep: Class 23 contains 3913 members 
Mstep: Class 24 contains 91808 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 95838 members 
Mstep: Class 27 contains 131 members 
Mstep: Class 28 contains 87958 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216784.000000 Penalty: 70941.500000
Iteration 83Q: 33 clusters Score -1.022168e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14930 members 
Mstep: Class 3 contains 3271 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 43259 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 5520 members 
Mstep: Class 9 contains 61973 members 
Mstep: Class 10 contains 21959 members 
Mstep: Class 11 contains 1695 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 73075 members 
Mstep: Class 14 contains 17043 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 17793 members 
Mstep: Class 17 contains 2501 members 
Mstep: Class 18 contains 83536 members 
Mstep: Class 19 contains 383 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 96496 members 
Mstep: Class 22 contains 94246 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 91889 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 95766 members 
Mstep: Class 27 contains 130 members 
Mstep: Class 28 contains 87919 members 
Mstep: Class 29 contains 300 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 4620 members 
Mstep: Class 32 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217016.000000 Penalty: 70941.500000
Iteration 84Q: 33 clusters Score -1.02217e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14910 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 43221 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 5519 members 
Mstep: Class 9 contains 61872 members 
Mstep: Class 10 contains 21923 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 73251 members 
Mstep: Class 14 contains 17068 members 
Mstep: Class 15 contains 4441 members 
Mstep: Class 16 contains 17794 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 83479 members 
Mstep: Class 19 contains 383 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 96422 members 
Mstep: Class 22 contains 94221 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 91964 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 95703 members 
Mstep: Class 27 contains 130 members 
Mstep: Class 28 contains 87887 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 4752 members 
Mstep: Class 32 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217128.000000 Penalty: 70941.500000
Iteration 85Q: 33 clusters Score -1.022171e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 43195 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 2683 members 
Mstep: Class 8 contains 5515 members 
Mstep: Class 9 contains 61785 members 
Mstep: Class 10 contains 21895 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 73415 members 
Mstep: Class 14 contains 17087 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 17795 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 83438 members 
Mstep: Class 19 contains 383 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 96355 members 
Mstep: Class 22 contains 94206 members 
Mstep: Class 23 contains 3911 members 
Mstep: Class 24 contains 92045 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 95600 members 
Mstep: Class 27 contains 130 members 
Mstep: Class 28 contains 87858 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 4865 members 
Mstep: Class 32 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217056.000000 Penalty: 70941.500000
Iteration 86Q: 33 clusters Score -1.022171e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14889 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 4 contains 1403 members 
Mstep: Class 5 contains 43169 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 5511 members 
Mstep: Class 9 contains 61733 members 
Mstep: Class 10 contains 21860 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 73591 members 
Mstep: Class 14 contains 17103 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 17794 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 83398 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 96297 members 
Mstep: Class 22 contains 94175 members 
Mstep: Class 23 contains 3910 members 
Mstep: Class 24 contains 92115 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 95482 members 
Mstep: Class 27 contains 131 members 
Mstep: Class 28 contains 87824 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 4975 members 
Mstep: Class 32 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217120.000000 Penalty: 70941.500000
Iteration 87Q: 33 clusters Score -1.022171e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14881 members 
Mstep: Class 3 contains 3292 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 5 contains 43136 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 5509 members 
Mstep: Class 9 contains 61682 members 
Mstep: Class 10 contains 21825 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 73749 members 
Mstep: Class 14 contains 17122 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 83365 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 96236 members 
Mstep: Class 22 contains 94119 members 
Mstep: Class 23 contains 3918 members 
Mstep: Class 24 contains 92197 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 95387 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 87777 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 5101 members 
Mstep: Class 32 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217360.000000 Penalty: 70941.500000
Iteration 88Q: 33 clusters Score -1.022174e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14874 members 
Mstep: Class 3 contains 3294 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 43098 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 5505 members 
Mstep: Class 9 contains 61630 members 
Mstep: Class 10 contains 21797 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 73914 members 
Mstep: Class 14 contains 17136 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 17795 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 83329 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 96178 members 
Mstep: Class 22 contains 94108 members 
Mstep: Class 23 contains 3923 members 
Mstep: Class 24 contains 92223 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 95317 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 87742 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 5208 members 
Mstep: Class 32 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217432.000000 Penalty: 70941.500000
Iteration 89Q: 33 clusters Score -1.022174e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14866 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 43064 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 5500 members 
Mstep: Class 9 contains 61549 members 
Mstep: Class 10 contains 21772 members 
Mstep: Class 11 contains 1727 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 74061 members 
Mstep: Class 14 contains 17146 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 17795 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 83282 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 96127 members 
Mstep: Class 22 contains 94099 members 
Mstep: Class 23 contains 3929 members 
Mstep: Class 24 contains 92258 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 95270 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 87717 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 5321 members 
Mstep: Class 32 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217392.000000 Penalty: 70941.500000
Iteration 90Q: 33 clusters Score -1.022174e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14845 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 43038 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 61493 members 
Mstep: Class 10 contains 21745 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 74224 members 
Mstep: Class 14 contains 17153 members 
Mstep: Class 15 contains 4478 members 
Mstep: Class 16 contains 17799 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 83238 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 96077 members 
Mstep: Class 22 contains 94085 members 
Mstep: Class 23 contains 3933 members 
Mstep: Class 24 contains 92278 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 95224 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 87675 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 5421 members 
Mstep: Class 32 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217408.000000 Penalty: 70941.500000
Iteration 91Q: 33 clusters Score -1.022174e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14823 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 43007 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 61422 members 
Mstep: Class 10 contains 21727 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 74374 members 
Mstep: Class 14 contains 17175 members 
Mstep: Class 15 contains 4493 members 
Mstep: Class 16 contains 17804 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 83197 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 96055 members 
Mstep: Class 22 contains 94082 members 
Mstep: Class 23 contains 3943 members 
Mstep: Class 24 contains 92295 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 95192 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 87609 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 5509 members 
Mstep: Class 32 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217432.000000 Penalty: 70941.500000
Iteration 92Q: 33 clusters Score -1.022174e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14803 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 42989 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 61346 members 
Mstep: Class 10 contains 21709 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 74529 members 
Mstep: Class 14 contains 17187 members 
Mstep: Class 15 contains 4503 members 
Mstep: Class 16 contains 17800 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 83175 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 96041 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 92332 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 95090 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 87567 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 5599 members 
Mstep: Class 32 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217280.000000 Penalty: 70941.500000
Iteration 93Q: 33 clusters Score -1.022173e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14783 members 
Mstep: Class 3 contains 3304 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 42977 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 61272 members 
Mstep: Class 10 contains 21688 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 74676 members 
Mstep: Class 14 contains 17197 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 16 contains 17802 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 83168 members 
Mstep: Class 19 contains 386 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 96043 members 
Mstep: Class 22 contains 94043 members 
Mstep: Class 23 contains 3969 members 
Mstep: Class 24 contains 92351 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 94982 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 87511 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 5726 members 
Mstep: Class 32 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217232.000000 Penalty: 70941.500000
Iteration 94Q: 33 clusters Score -1.022172e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14765 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 42957 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 5486 members 
Mstep: Class 9 contains 61205 members 
Mstep: Class 10 contains 21666 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 74818 members 
Mstep: Class 14 contains 17208 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 17801 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 83186 members 
Mstep: Class 19 contains 386 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 96048 members 
Mstep: Class 22 contains 94011 members 
Mstep: Class 23 contains 3978 members 
Mstep: Class 24 contains 92371 members 
Mstep: Class 25 contains 5827 members 
Mstep: Class 26 contains 94857 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 87452 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 5853 members 
Mstep: Class 32 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217208.000000 Penalty: 70941.500000
Iteration 95Q: 33 clusters Score -1.022172e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14755 members 
Mstep: Class 3 contains 3310 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 42942 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 61147 members 
Mstep: Class 10 contains 21649 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 74972 members 
Mstep: Class 14 contains 17218 members 
Mstep: Class 15 contains 4519 members 
Mstep: Class 16 contains 17785 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 83186 members 
Mstep: Class 19 contains 386 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 96026 members 
Mstep: Class 22 contains 93951 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 92385 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 94754 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87420 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 5989 members 
Mstep: Class 32 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217664.000000 Penalty: 70941.500000
Iteration 96Q: 33 clusters Score -1.022177e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14736 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 42919 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 5476 members 
Mstep: Class 9 contains 61071 members 
Mstep: Class 10 contains 21634 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 75114 members 
Mstep: Class 14 contains 17231 members 
Mstep: Class 15 contains 4528 members 
Mstep: Class 16 contains 17786 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 83197 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 95988 members 
Mstep: Class 22 contains 93899 members 
Mstep: Class 23 contains 3989 members 
Mstep: Class 24 contains 92405 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 94644 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87407 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 6128 members 
Mstep: Class 32 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217632.000000 Penalty: 70941.500000
Iteration 97Q: 33 clusters Score -1.022176e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14719 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 42900 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 2658 members 
Mstep: Class 8 contains 5477 members 
Mstep: Class 9 contains 60992 members 
Mstep: Class 10 contains 21603 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 75249 members 
Mstep: Class 14 contains 17248 members 
Mstep: Class 15 contains 4539 members 
Mstep: Class 16 contains 17789 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 83212 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 95945 members 
Mstep: Class 22 contains 93869 members 
Mstep: Class 23 contains 3990 members 
Mstep: Class 24 contains 92421 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 94545 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87391 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 6262 members 
Mstep: Class 32 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217600.000000 Penalty: 70941.500000
Iteration 98Q: 33 clusters Score -1.022176e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14694 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 42885 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 2653 members 
Mstep: Class 8 contains 5472 members 
Mstep: Class 9 contains 60875 members 
Mstep: Class 10 contains 21570 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 75362 members 
Mstep: Class 14 contains 17264 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 83210 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 95907 members 
Mstep: Class 22 contains 93859 members 
Mstep: Class 23 contains 3996 members 
Mstep: Class 24 contains 92459 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 94463 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87381 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217592.000000 Penalty: 70941.500000
Iteration 99Q: 33 clusters Score -1.022176e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14676 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 42879 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 5468 members 
Mstep: Class 9 contains 60776 members 
Mstep: Class 10 contains 21526 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 75471 members 
Mstep: Class 14 contains 17284 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 17791 members 
Mstep: Class 17 contains 2546 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 95854 members 
Mstep: Class 22 contains 93830 members 
Mstep: Class 23 contains 4002 members 
Mstep: Class 24 contains 92506 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 94387 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87356 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217784.000000 Penalty: 70941.500000
Iteration 100F: 33 clusters Score -1.022178e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14660 members 
Mstep: Class 3 contains 3325 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 42868 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 60680 members 
Mstep: Class 10 contains 21498 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 75552 members 
Mstep: Class 14 contains 17299 members 
Mstep: Class 15 contains 4564 members 
Mstep: Class 16 contains 17786 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 83225 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 95802 members 
Mstep: Class 22 contains 93803 members 
Mstep: Class 23 contains 4007 members 
Mstep: Class 24 contains 92512 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 94337 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87345 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 6739 members 
Mstep: Class 32 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217824.000000 Penalty: 70941.500000
Iteration 101Q: 33 clusters Score -1.022178e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14648 members 
Mstep: Class 3 contains 3325 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 42848 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 5469 members 
Mstep: Class 9 contains 60555 members 
Mstep: Class 10 contains 21465 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 75645 members 
Mstep: Class 14 contains 17317 members 
Mstep: Class 15 contains 4571 members 
Mstep: Class 16 contains 17786 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 83228 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 95766 members 
Mstep: Class 22 contains 93766 members 
Mstep: Class 23 contains 4006 members 
Mstep: Class 24 contains 92521 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 94269 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87325 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 6950 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218144.000000 Penalty: 70941.500000
Iteration 102Q: 33 clusters Score -1.022181e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14637 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 42821 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 5468 members 
Mstep: Class 9 contains 60426 members 
Mstep: Class 10 contains 21443 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 75756 members 
Mstep: Class 14 contains 17323 members 
Mstep: Class 15 contains 4576 members 
Mstep: Class 16 contains 17791 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 83209 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 95732 members 
Mstep: Class 22 contains 93757 members 
Mstep: Class 23 contains 4007 members 
Mstep: Class 24 contains 92530 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 94235 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87296 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 7127 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218176.000000 Penalty: 70941.500000
Iteration 103Q: 33 clusters Score -1.022182e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14620 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 42807 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 60306 members 
Mstep: Class 10 contains 21412 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 75855 members 
Mstep: Class 14 contains 17327 members 
Mstep: Class 15 contains 4581 members 
Mstep: Class 16 contains 17794 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 83202 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 95690 members 
Mstep: Class 22 contains 93730 members 
Mstep: Class 23 contains 4007 members 
Mstep: Class 24 contains 92543 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 94214 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87278 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 7301 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218104.000000 Penalty: 70941.500000
Iteration 104Q: 33 clusters Score -1.022181e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14612 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 42800 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 60172 members 
Mstep: Class 10 contains 21377 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 75948 members 
Mstep: Class 14 contains 17318 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 17796 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 83213 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 95650 members 
Mstep: Class 22 contains 93685 members 
Mstep: Class 23 contains 4009 members 
Mstep: Class 24 contains 92530 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 94150 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87286 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 7531 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218184.000000 Penalty: 70941.500000
Iteration 105Q: 33 clusters Score -1.022182e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14602 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 42786 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 60022 members 
Mstep: Class 10 contains 21348 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76027 members 
Mstep: Class 14 contains 17305 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 17801 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 83247 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 95628 members 
Mstep: Class 22 contains 93663 members 
Mstep: Class 23 contains 4012 members 
Mstep: Class 24 contains 92510 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 94067 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87296 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 7758 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218192.000000 Penalty: 70941.500000
Iteration 106Q: 33 clusters Score -1.022182e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14591 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 42771 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 59862 members 
Mstep: Class 10 contains 21327 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76121 members 
Mstep: Class 14 contains 17292 members 
Mstep: Class 15 contains 4603 members 
Mstep: Class 16 contains 17803 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 83243 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 95603 members 
Mstep: Class 22 contains 93631 members 
Mstep: Class 23 contains 4015 members 
Mstep: Class 24 contains 92467 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 94012 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87308 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 8011 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218184.000000 Penalty: 70941.500000
Iteration 107Q: 33 clusters Score -1.022182e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14581 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 42761 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 59677 members 
Mstep: Class 10 contains 21308 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76229 members 
Mstep: Class 14 contains 17277 members 
Mstep: Class 15 contains 4606 members 
Mstep: Class 16 contains 17806 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 83225 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 95596 members 
Mstep: Class 22 contains 93603 members 
Mstep: Class 23 contains 4017 members 
Mstep: Class 24 contains 92451 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 93951 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87304 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 8258 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218520.000000 Penalty: 70941.500000
Iteration 108Q: 33 clusters Score -1.022185e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14566 members 
Mstep: Class 3 contains 3360 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 42758 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 59482 members 
Mstep: Class 10 contains 21292 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76319 members 
Mstep: Class 14 contains 17264 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 16 contains 17812 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 83203 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 95560 members 
Mstep: Class 22 contains 93571 members 
Mstep: Class 23 contains 4015 members 
Mstep: Class 24 contains 92451 members 
Mstep: Class 25 contains 5827 members 
Mstep: Class 26 contains 93930 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87289 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218384.000000 Penalty: 70941.500000
Iteration 109Q: 33 clusters Score -1.022184e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14561 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42751 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 59259 members 
Mstep: Class 10 contains 21277 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76396 members 
Mstep: Class 14 contains 17250 members 
Mstep: Class 15 contains 4606 members 
Mstep: Class 16 contains 17822 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 83197 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 95566 members 
Mstep: Class 22 contains 93544 members 
Mstep: Class 23 contains 4012 members 
Mstep: Class 24 contains 92442 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 93896 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87237 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 8814 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218464.000000 Penalty: 70941.500000
Iteration 110Q: 33 clusters Score -1.022185e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14548 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42743 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 59025 members 
Mstep: Class 10 contains 21267 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76467 members 
Mstep: Class 14 contains 17236 members 
Mstep: Class 15 contains 4611 members 
Mstep: Class 16 contains 17821 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 83201 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 95567 members 
Mstep: Class 22 contains 93520 members 
Mstep: Class 23 contains 4013 members 
Mstep: Class 24 contains 92430 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 93856 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87196 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 9128 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218576.000000 Penalty: 70941.500000
Iteration 111Q: 33 clusters Score -1.022186e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14534 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42729 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 58790 members 
Mstep: Class 10 contains 21257 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76508 members 
Mstep: Class 14 contains 17219 members 
Mstep: Class 15 contains 4620 members 
Mstep: Class 16 contains 17823 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83235 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 95578 members 
Mstep: Class 22 contains 93481 members 
Mstep: Class 23 contains 4015 members 
Mstep: Class 24 contains 92427 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 93811 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87155 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 9447 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218696.000000 Penalty: 70941.500000
Iteration 112Q: 33 clusters Score -1.022187e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14518 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42718 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 58561 members 
Mstep: Class 10 contains 21248 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76538 members 
Mstep: Class 14 contains 17215 members 
Mstep: Class 15 contains 4625 members 
Mstep: Class 16 contains 17829 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83299 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 95570 members 
Mstep: Class 22 contains 93465 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 92445 members 
Mstep: Class 25 contains 5827 members 
Mstep: Class 26 contains 93738 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87123 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 9714 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 33 clusters Score -1.022185e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14503 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42709 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 58314 members 
Mstep: Class 10 contains 21236 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76572 members 
Mstep: Class 14 contains 17203 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 17833 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83362 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 95548 members 
Mstep: Class 22 contains 93454 members 
Mstep: Class 23 contains 4021 members 
Mstep: Class 24 contains 92450 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 93683 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87094 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 10016 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 33 clusters Score -1.022185e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14496 members 
Mstep: Class 3 contains 3368 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42701 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 58055 members 
Mstep: Class 10 contains 21222 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76613 members 
Mstep: Class 14 contains 17198 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 17837 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83402 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 95515 members 
Mstep: Class 22 contains 93446 members 
Mstep: Class 23 contains 4022 members 
Mstep: Class 24 contains 92455 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 93641 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87060 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 10326 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 33 clusters Score -1.022184e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14487 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42696 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 57768 members 
Mstep: Class 10 contains 21205 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76656 members 
Mstep: Class 14 contains 17186 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 17841 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 83439 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 95514 members 
Mstep: Class 22 contains 93462 members 
Mstep: Class 23 contains 4023 members 
Mstep: Class 24 contains 92476 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 93594 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86993 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 10645 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
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Iteration 116Q: 33 clusters Score -1.022182e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14475 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42691 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 57472 members 
Mstep: Class 10 contains 21189 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76701 members 
Mstep: Class 14 contains 17178 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 17839 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83484 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 95502 members 
Mstep: Class 22 contains 93441 members 
Mstep: Class 23 contains 4025 members 
Mstep: Class 24 contains 92514 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 93555 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86933 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 10983 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218432.000000 Penalty: 70941.500000
Iteration 117Q: 33 clusters Score -1.022184e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42686 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 5458 members 
Mstep: Class 9 contains 57188 members 
Mstep: Class 10 contains 21170 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76778 members 
Mstep: Class 14 contains 17165 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 17842 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83538 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 95510 members 
Mstep: Class 22 contains 93442 members 
Mstep: Class 23 contains 4026 members 
Mstep: Class 24 contains 92548 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 93450 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86857 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 11311 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218432.000000 Penalty: 70941.500000
Iteration 118Q: 33 clusters Score -1.022184e+08 nChanged 1439
Entering ConstructFrom: 
Score: -102218432.000000 Penalty: 70941.500000
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -46536.000000 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -46536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45508.593750 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -45508.59 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45970.546875 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -45970.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -46499.058594 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -46499.06 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -46887.394531 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -46887.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47026.679688 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -47026.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47072.363281 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -47072.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47143.605469 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -47143.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47205.191406 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -47205.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47263.214844 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -47263.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47301.718750 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -47301.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47349.226562 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -47349.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47400.464844 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -47400.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47439.789062 Penalty: 2033.741943
	Iteration 12Q: 3 clusters Score -47439.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47482.066406 Penalty: 2033.741943
	Iteration 13Q: 3 clusters Score -47482.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47518.593750 Penalty: 2033.741943
	Iteration 14Q: 3 clusters Score -47518.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47518.593750 Penalty: 2033.741943
	Iteration 15F: 3 clusters Score -47518.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14455 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42676 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 56952 members 
Mstep: Class 10 contains 21148 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76862 members 
Mstep: Class 14 contains 17160 members 
Mstep: Class 15 contains 4637 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83586 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 95528 members 
Mstep: Class 22 contains 93413 members 
Mstep: Class 23 contains 4023 members 
Mstep: Class 24 contains 92544 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86796 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 11628 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 309 members 
Entering Unmasked Estep 
Score: -102218184.000000 Penalty: 73158.421875
Splitting cluster 1 changes total score from -102218432.000000 to -102218184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Entering Unmasked Estep 
Score: -1749922.750000 Penalty: 1556.554199
	Iteration 0F: 2 clusters Score -1749923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1739837.750000 Penalty: 3113.108398
	Iteration 0F: 3 clusters Score -1739838 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1743317.375000 Penalty: 3113.108398
	Iteration 1F: 3 clusters Score -1743317 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1743685.000000 Penalty: 3113.108398
	Iteration 2F: 3 clusters Score -1743685 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1744080.250000 Penalty: 3113.108398
	Iteration 3F: 3 clusters Score -1744080 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1744530.625000 Penalty: 3113.108398
	Iteration 4F: 3 clusters Score -1744531 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1745075.000000 Penalty: 3113.108398
	Iteration 5F: 3 clusters Score -1745075 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1745681.000000 Penalty: 3113.108398
	Iteration 6F: 3 clusters Score -1745681 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1746302.625000 Penalty: 3113.108398
	Iteration 7F: 3 clusters Score -1746303 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1746873.250000 Penalty: 3113.108398
	Iteration 8F: 3 clusters Score -1746873 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1747316.625000 Penalty: 3113.108398
	Iteration 9Q: 3 clusters Score -1747317 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1747685.875000 Penalty: 3113.108398
	Iteration 10Q: 3 clusters Score -1747686 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1747988.750000 Penalty: 3113.108398
	Iteration 11Q: 3 clusters Score -1747989 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1748190.000000 Penalty: 3113.108398
	Iteration 12Q: 3 clusters Score -1748190 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1748346.375000 Penalty: 3113.108398
	Iteration 13Q: 3 clusters Score -1748346 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1748453.125000 Penalty: 3113.108398
	Iteration 14Q: 3 clusters Score -1748453 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1748531.375000 Penalty: 3113.108398
	Iteration 15Q: 3 clusters Score -1748531 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1748576.750000 Penalty: 3113.108398
	Iteration 16Q: 3 clusters Score -1748577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1748604.500000 Penalty: 3113.108398
	Iteration 17Q: 3 clusters Score -1748604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1748622.500000 Penalty: 3113.108398
	Iteration 18Q: 3 clusters Score -1748622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1748648.500000 Penalty: 3113.108398
	Iteration 19Q: 3 clusters Score -1748648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1748659.500000 Penalty: 3113.108398
	Iteration 20F: 3 clusters Score -1748660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1748679.125000 Penalty: 3113.108398
	Iteration 21Q: 3 clusters Score -1748679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1748698.625000 Penalty: 3113.108398
	Iteration 22Q: 3 clusters Score -1748699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1748707.250000 Penalty: 3113.108398
	Iteration 23Q: 3 clusters Score -1748707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1748717.500000 Penalty: 3113.108398
	Iteration 24Q: 3 clusters Score -1748718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1748728.375000 Penalty: 3113.108398
	Iteration 25Q: 3 clusters Score -1748728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1748733.750000 Penalty: 3113.108398
	Iteration 26Q: 3 clusters Score -1748734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1748742.250000 Penalty: 3113.108398
	Iteration 27Q: 3 clusters Score -1748742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1748751.750000 Penalty: 3113.108398
	Iteration 28Q: 3 clusters Score -1748752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1748755.625000 Penalty: 3113.108398
	Iteration 29Q: 3 clusters Score -1748756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1748763.375000 Penalty: 3113.108398
	Iteration 30Q: 3 clusters Score -1748763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1748765.125000 Penalty: 3113.108398
	Iteration 31Q: 3 clusters Score -1748765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1748770.625000 Penalty: 3113.108398
	Iteration 32Q: 3 clusters Score -1748771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1748775.125000 Penalty: 3113.108398
	Iteration 33Q: 3 clusters Score -1748775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1748776.000000 Penalty: 3113.108398
	Iteration 34Q: 3 clusters Score -1748776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1748776.375000 Penalty: 3113.108398
	Iteration 35Q: 3 clusters Score -1748776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1748775.000000 Penalty: 3113.108398
	Iteration 36Q: 3 clusters Score -1748775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1748772.125000 Penalty: 3113.108398
	Iteration 37Q: 3 clusters Score -1748772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1748774.375000 Penalty: 3113.108398
	Iteration 38Q: 3 clusters Score -1748774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1748776.750000 Penalty: 3113.108398
	Iteration 39Q: 3 clusters Score -1748777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1748777.250000 Penalty: 3113.108398
	Iteration 40F: 3 clusters Score -1748777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -392058.156250 Penalty: 1320.126343
	Iteration 0F: 2 clusters Score -392058.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -389125.343750 Penalty: 2640.252686
	Iteration 0F: 3 clusters Score -389125.3 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -389905.875000 Penalty: 2640.252686
	Iteration 1F: 3 clusters Score -389905.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -390149.937500 Penalty: 2640.252686
	Iteration 2F: 3 clusters Score -390149.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -390328.375000 Penalty: 2640.252686
	Iteration 3F: 3 clusters Score -390328.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -390467.625000 Penalty: 2640.252686
	Iteration 4F: 3 clusters Score -390467.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -390619.937500 Penalty: 2640.252686
	Iteration 5Q: 3 clusters Score -390619.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -390745.218750 Penalty: 2640.252686
	Iteration 6Q: 3 clusters Score -390745.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -390832.281250 Penalty: 2640.252686
	Iteration 7Q: 3 clusters Score -390832.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -390896.968750 Penalty: 2640.252686
	Iteration 8Q: 3 clusters Score -390897 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -390949.750000 Penalty: 2640.252686
	Iteration 9Q: 3 clusters Score -390949.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -391000.312500 Penalty: 2640.252686
	Iteration 10Q: 3 clusters Score -391000.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -391043.812500 Penalty: 2640.252686
	Iteration 11Q: 3 clusters Score -391043.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -391066.843750 Penalty: 2640.252686
	Iteration 12Q: 3 clusters Score -391066.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -391081.406250 Penalty: 2640.252686
	Iteration 13Q: 3 clusters Score -391081.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -391093.375000 Penalty: 2640.252686
	Iteration 14Q: 3 clusters Score -391093.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -391101.500000 Penalty: 2640.252686
	Iteration 15Q: 3 clusters Score -391101.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -391109.031250 Penalty: 2640.252686
	Iteration 16Q: 3 clusters Score -391109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -391112.656250 Penalty: 2640.252686
	Iteration 17Q: 3 clusters Score -391112.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -391114.500000 Penalty: 2640.252686
	Iteration 18Q: 3 clusters Score -391114.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -391116.187500 Penalty: 2640.252686
	Iteration 19Q: 3 clusters Score -391116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -391117.593750 Penalty: 2640.252686
	Iteration 20F: 3 clusters Score -391117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -391119.906250 Penalty: 2640.252686
	Iteration 21Q: 3 clusters Score -391119.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -391121.343750 Penalty: 2640.252686
	Iteration 22Q: 3 clusters Score -391121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -391123.531250 Penalty: 2640.252686
	Iteration 23Q: 3 clusters Score -391123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -391124.625000 Penalty: 2640.252686
	Iteration 24Q: 3 clusters Score -391124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -391125.906250 Penalty: 2640.252686
	Iteration 25Q: 3 clusters Score -391125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -391128.187500 Penalty: 2640.252686
	Iteration 26Q: 3 clusters Score -391128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -391130.781250 Penalty: 2640.252686
	Iteration 27Q: 3 clusters Score -391130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -391132.156250 Penalty: 2640.252686
	Iteration 28Q: 3 clusters Score -391132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -391134.343750 Penalty: 2640.252686
	Iteration 29Q: 3 clusters Score -391134.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -391135.281250 Penalty: 2640.252686
	Iteration 30Q: 3 clusters Score -391135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -391137.031250 Penalty: 2640.252686
	Iteration 31Q: 3 clusters Score -391137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -391137.187500 Penalty: 2640.252686
	Iteration 32Q: 3 clusters Score -391137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -391138.343750 Penalty: 2640.252686
	Iteration 33Q: 3 clusters Score -391138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -391138.562500 Penalty: 2640.252686
	Iteration 34Q: 3 clusters Score -391138.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -391139.093750 Penalty: 2640.252686
	Iteration 35Q: 3 clusters Score -391139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -391138.968750 Penalty: 2640.252686
	Iteration 36Q: 3 clusters Score -391139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -391138.937500 Penalty: 2640.252686
	Iteration 37Q: 3 clusters Score -391138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -391140.218750 Penalty: 2640.252686
	Iteration 38Q: 3 clusters Score -391140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -391140.593750 Penalty: 2640.252686
	Iteration 39Q: 3 clusters Score -391140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -391141.718750 Penalty: 2640.252686
	Iteration 40F: 3 clusters Score -391141.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -391142.875000 Penalty: 2640.252686
	Iteration 41Q: 3 clusters Score -391142.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -391143.343750 Penalty: 2640.252686
	Iteration 42Q: 3 clusters Score -391143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -391143.843750 Penalty: 2640.252686
	Iteration 43Q: 3 clusters Score -391143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -391144.218750 Penalty: 2640.252686
	Iteration 44Q: 3 clusters Score -391144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -391145.500000 Penalty: 2640.252686
	Iteration 45Q: 3 clusters Score -391145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -391145.937500 Penalty: 2640.252686
	Iteration 46Q: 3 clusters Score -391145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -391146.812500 Penalty: 2640.252686
	Iteration 47Q: 3 clusters Score -391146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -391147.281250 Penalty: 2640.252686
	Iteration 48Q: 3 clusters Score -391147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -391147.156250 Penalty: 2640.252686
	Iteration 49Q: 3 clusters Score -391147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -391147.937500 Penalty: 2640.252686
	Iteration 50Q: 3 clusters Score -391147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -391147.937500 Penalty: 2640.252686
	Iteration 51F: 3 clusters Score -391147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -163328.359375 Penalty: 1180.291016
	Iteration 0F: 2 clusters Score -163328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -161608.546875 Penalty: 2360.582031
	Iteration 0F: 3 clusters Score -161608.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162055.453125 Penalty: 2360.582031
	Iteration 1F: 3 clusters Score -162055.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162227.750000 Penalty: 2360.582031
	Iteration 2F: 3 clusters Score -162227.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -162342.093750 Penalty: 2360.582031
	Iteration 3F: 3 clusters Score -162342.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162426.281250 Penalty: 2360.582031
	Iteration 4Q: 3 clusters Score -162426.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -162496.031250 Penalty: 2360.582031
	Iteration 5Q: 3 clusters Score -162496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -162528.750000 Penalty: 2360.582031
	Iteration 6Q: 3 clusters Score -162528.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -162563.781250 Penalty: 2360.582031
	Iteration 7Q: 3 clusters Score -162563.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162605.218750 Penalty: 2360.582031
	Iteration 8Q: 3 clusters Score -162605.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -162639.140625 Penalty: 2360.582031
	Iteration 9Q: 3 clusters Score -162639.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -162677.031250 Penalty: 2360.582031
	Iteration 10Q: 3 clusters Score -162677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -162708.750000 Penalty: 2360.582031
	Iteration 11Q: 3 clusters Score -162708.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -162741.921875 Penalty: 2360.582031
	Iteration 12Q: 3 clusters Score -162741.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -162785.421875 Penalty: 2360.582031
	Iteration 13Q: 3 clusters Score -162785.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -162824.281250 Penalty: 2360.582031
	Iteration 14Q: 3 clusters Score -162824.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -162858.875000 Penalty: 2360.582031
	Iteration 15Q: 3 clusters Score -162858.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -162895.031250 Penalty: 2360.582031
	Iteration 16Q: 3 clusters Score -162895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -162919.656250 Penalty: 2360.582031
	Iteration 17Q: 3 clusters Score -162919.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -162948.515625 Penalty: 2360.582031
	Iteration 18Q: 3 clusters Score -162948.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -162963.656250 Penalty: 2360.582031
	Iteration 19Q: 3 clusters Score -162963.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -162973.500000 Penalty: 2360.582031
	Iteration 20F: 3 clusters Score -162973.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -162979.609375 Penalty: 2360.582031
	Iteration 21Q: 3 clusters Score -162979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -162985.421875 Penalty: 2360.582031
	Iteration 22Q: 3 clusters Score -162985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -162988.140625 Penalty: 2360.582031
	Iteration 23Q: 3 clusters Score -162988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -162989.593750 Penalty: 2360.582031
	Iteration 24Q: 3 clusters Score -162989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -162989.593750 Penalty: 2360.582031
	Iteration 25F: 3 clusters Score -162989.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Entering Unmasked Estep 
Score: -5277625.000000 Penalty: 1732.476196
	Iteration 0F: 2 clusters Score -5277625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -5249242.000000 Penalty: 3464.952393
	Iteration 0F: 3 clusters Score -5249242 nChanged 19826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -5260121.500000 Penalty: 3464.952393
	Iteration 1F: 3 clusters Score -5260122 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -5260554.500000 Penalty: 3464.952393
	Iteration 2Q: 3 clusters Score -5260554 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -5260996.500000 Penalty: 3464.952393
	Iteration 3Q: 3 clusters Score -5260996 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -5261470.000000 Penalty: 3464.952393
	Iteration 4Q: 3 clusters Score -5261470 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -5262229.000000 Penalty: 3464.952393
	Iteration 5Q: 3 clusters Score -5262229 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -5263204.000000 Penalty: 3464.952393
	Iteration 6Q: 3 clusters Score -5263204 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5264632.500000 Penalty: 3464.952393
	Iteration 7F: 3 clusters Score -5264632 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -5266635.500000 Penalty: 3464.952393
	Iteration 8F: 3 clusters Score -5266636 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -5269126.000000 Penalty: 3464.952393
	Iteration 9F: 3 clusters Score -5269126 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -5271664.000000 Penalty: 3464.952393
	Iteration 10F: 3 clusters Score -5271664 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -5273454.000000 Penalty: 3464.952393
	Iteration 11Q: 3 clusters Score -5273454 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -5274459.500000 Penalty: 3464.952393
	Iteration 12Q: 3 clusters Score -5274460 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -5275019.000000 Penalty: 3464.952393
	Iteration 13Q: 3 clusters Score -5275019 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -5275328.500000 Penalty: 3464.952393
	Iteration 14Q: 3 clusters Score -5275328 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -5275521.500000 Penalty: 3464.952393
	Iteration 15Q: 3 clusters Score -5275522 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5275695.500000 Penalty: 3464.952393
	Iteration 16Q: 3 clusters Score -5275696 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5275814.500000 Penalty: 3464.952393
	Iteration 17Q: 3 clusters Score -5275814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -5275896.500000 Penalty: 3464.952393
	Iteration 18Q: 3 clusters Score -5275896 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5275941.000000 Penalty: 3464.952393
	Iteration 19Q: 3 clusters Score -5275941 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -5276005.000000 Penalty: 3464.952393
	Iteration 20F: 3 clusters Score -5276005 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -5276033.500000 Penalty: 3464.952393
	Iteration 21Q: 3 clusters Score -5276034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -5276074.000000 Penalty: 3464.952393
	Iteration 22Q: 3 clusters Score -5276074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -5276104.500000 Penalty: 3464.952393
	Iteration 23Q: 3 clusters Score -5276104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -5276120.500000 Penalty: 3464.952393
	Iteration 24Q: 3 clusters Score -5276120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5276158.500000 Penalty: 3464.952393
	Iteration 25Q: 3 clusters Score -5276158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -5276180.000000 Penalty: 3464.952393
	Iteration 26Q: 3 clusters Score -5276180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5276197.000000 Penalty: 3464.952393
	Iteration 27Q: 3 clusters Score -5276197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -5276209.000000 Penalty: 3464.952393
	Iteration 28Q: 3 clusters Score -5276209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -5276214.500000 Penalty: 3464.952393
	Iteration 29Q: 3 clusters Score -5276214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5276228.000000 Penalty: 3464.952393
	Iteration 30Q: 3 clusters Score -5276228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -5276228.000000 Penalty: 3464.952393
	Iteration 31Q: 3 clusters Score -5276228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -5276236.000000 Penalty: 3464.952393
	Iteration 32Q: 3 clusters Score -5276236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -5276241.000000 Penalty: 3464.952393
	Iteration 33Q: 3 clusters Score -5276241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -5276246.500000 Penalty: 3464.952393
	Iteration 34Q: 3 clusters Score -5276246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -5276247.500000 Penalty: 3464.952393
	Iteration 35Q: 3 clusters Score -5276248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -5276246.500000 Penalty: 3464.952393
	Iteration 36Q: 3 clusters Score -5276246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -5276252.500000 Penalty: 3464.952393
	Iteration 37Q: 3 clusters Score -5276252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -5276252.000000 Penalty: 3464.952393
	Iteration 38Q: 3 clusters Score -5276252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -5276255.500000 Penalty: 3464.952393
	Iteration 39Q: 3 clusters Score -5276256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5276256.500000 Penalty: 3464.952393
	Iteration 40F: 3 clusters Score -5276256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -5276253.000000 Penalty: 3464.952393
	Iteration 41Q: 3 clusters Score -5276253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5276261.000000 Penalty: 3464.952393
	Iteration 42Q: 3 clusters Score -5276261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5276259.000000 Penalty: 3464.952393
	Iteration 43Q: 3 clusters Score -5276259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5276259.000000 Penalty: 3464.952393
	Iteration 44F: 3 clusters Score -5276259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -234684.015625 Penalty: 1241.676147
	Iteration 0F: 2 clusters Score -234684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -232566.703125 Penalty: 2483.352295
	Iteration 0F: 3 clusters Score -232566.7 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -233215.812500 Penalty: 2483.352295
	Iteration 1F: 3 clusters Score -233215.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -233459.718750 Penalty: 2483.352295
	Iteration 2F: 3 clusters Score -233459.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -233650.421875 Penalty: 2483.352295
	Iteration 3F: 3 clusters Score -233650.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -233822.796875 Penalty: 2483.352295
	Iteration 4F: 3 clusters Score -233822.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -233958.359375 Penalty: 2483.352295
	Iteration 5F: 3 clusters Score -233958.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -234051.765625 Penalty: 2483.352295
	Iteration 6Q: 3 clusters Score -234051.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -234106.468750 Penalty: 2483.352295
	Iteration 7Q: 3 clusters Score -234106.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234138.781250 Penalty: 2483.352295
	Iteration 8Q: 3 clusters Score -234138.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -234162.109375 Penalty: 2483.352295
	Iteration 9Q: 3 clusters Score -234162.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -234174.562500 Penalty: 2483.352295
	Iteration 10Q: 3 clusters Score -234174.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -234184.500000 Penalty: 2483.352295
	Iteration 11Q: 3 clusters Score -234184.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -234192.500000 Penalty: 2483.352295
	Iteration 12Q: 3 clusters Score -234192.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -234198.046875 Penalty: 2483.352295
	Iteration 13Q: 3 clusters Score -234198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -234198.968750 Penalty: 2483.352295
	Iteration 14Q: 3 clusters Score -234199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234201.453125 Penalty: 2483.352295
	Iteration 15Q: 3 clusters Score -234201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -234202.203125 Penalty: 2483.352295
	Iteration 16Q: 3 clusters Score -234202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234202.765625 Penalty: 2483.352295
	Iteration 17Q: 3 clusters Score -234202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -234203.250000 Penalty: 2483.352295
	Iteration 18Q: 3 clusters Score -234203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -234203.734375 Penalty: 2483.352295
	Iteration 19Q: 3 clusters Score -234203.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -234204.406250 Penalty: 2483.352295
	Iteration 20F: 3 clusters Score -234204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -234204.468750 Penalty: 2483.352295
	Iteration 21Q: 3 clusters Score -234204.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -234204.468750 Penalty: 2483.352295
	Iteration 22F: 3 clusters Score -234204.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -304690.875000 Penalty: 1279.335815
	Iteration 0F: 2 clusters Score -304690.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -302235.781250 Penalty: 2558.671631
	Iteration 0F: 3 clusters Score -302235.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -302923.781250 Penalty: 2558.671631
	Iteration 1F: 3 clusters Score -302923.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -303109.062500 Penalty: 2558.671631
	Iteration 2F: 3 clusters Score -303109.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -303227.062500 Penalty: 2558.671631
	Iteration 3F: 3 clusters Score -303227.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -303318.781250 Penalty: 2558.671631
	Iteration 4Q: 3 clusters Score -303318.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -303391.156250 Penalty: 2558.671631
	Iteration 5Q: 3 clusters Score -303391.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -303458.906250 Penalty: 2558.671631
	Iteration 6Q: 3 clusters Score -303458.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -303530.093750 Penalty: 2558.671631
	Iteration 7Q: 3 clusters Score -303530.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -303577.781250 Penalty: 2558.671631
	Iteration 8Q: 3 clusters Score -303577.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -303613.312500 Penalty: 2558.671631
	Iteration 9Q: 3 clusters Score -303613.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -303643.187500 Penalty: 2558.671631
	Iteration 10Q: 3 clusters Score -303643.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -303669.406250 Penalty: 2558.671631
	Iteration 11Q: 3 clusters Score -303669.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -303701.156250 Penalty: 2558.671631
	Iteration 12Q: 3 clusters Score -303701.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -303723.406250 Penalty: 2558.671631
	Iteration 13Q: 3 clusters Score -303723.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -303755.406250 Penalty: 2558.671631
	Iteration 14Q: 3 clusters Score -303755.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -303801.437500 Penalty: 2558.671631
	Iteration 15Q: 3 clusters Score -303801.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -303847.906250 Penalty: 2558.671631
	Iteration 16Q: 3 clusters Score -303847.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -303896.750000 Penalty: 2558.671631
	Iteration 17Q: 3 clusters Score -303896.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -303931.843750 Penalty: 2558.671631
	Iteration 18Q: 3 clusters Score -303931.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -303954.937500 Penalty: 2558.671631
	Iteration 19Q: 3 clusters Score -303954.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -303972.406250 Penalty: 2558.671631
	Iteration 20F: 3 clusters Score -303972.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -303989.156250 Penalty: 2558.671631
	Iteration 21Q: 3 clusters Score -303989.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -304001.718750 Penalty: 2558.671631
	Iteration 22Q: 3 clusters Score -304001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -304005.843750 Penalty: 2558.671631
	Iteration 23Q: 3 clusters Score -304005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -304007.000000 Penalty: 2558.671631
	Iteration 24Q: 3 clusters Score -304007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -304008.562500 Penalty: 2558.671631
	Iteration 25Q: 3 clusters Score -304008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -304009.187500 Penalty: 2558.671631
	Iteration 26Q: 3 clusters Score -304009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -304009.187500 Penalty: 2558.671631
	Iteration 27F: 3 clusters Score -304009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -650557.250000 Penalty: 1398.375366
	Iteration 0F: 2 clusters Score -650557.2 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 2703 members 
Entering Unmasked Estep 
Score: -646248.125000 Penalty: 2796.750732
	Iteration 0F: 3 clusters Score -646248.1 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -647590.875000 Penalty: 2796.750732
	Iteration 1F: 3 clusters Score -647590.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -647837.625000 Penalty: 2796.750732
	Iteration 2F: 3 clusters Score -647837.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -648023.875000 Penalty: 2796.750732
	Iteration 3F: 3 clusters Score -648023.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -648174.062500 Penalty: 2796.750732
	Iteration 4Q: 3 clusters Score -648174.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -648336.437500 Penalty: 2796.750732
	Iteration 5Q: 3 clusters Score -648336.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -648514.000000 Penalty: 2796.750732
	Iteration 6Q: 3 clusters Score -648514 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -648690.875000 Penalty: 2796.750732
	Iteration 7Q: 3 clusters Score -648690.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -648845.750000 Penalty: 2796.750732
	Iteration 8Q: 3 clusters Score -648845.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -648973.187500 Penalty: 2796.750732
	Iteration 9Q: 3 clusters Score -648973.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -649080.562500 Penalty: 2796.750732
	Iteration 10Q: 3 clusters Score -649080.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -649152.375000 Penalty: 2796.750732
	Iteration 11Q: 3 clusters Score -649152.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -649202.625000 Penalty: 2796.750732
	Iteration 12Q: 3 clusters Score -649202.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -649232.500000 Penalty: 2796.750732
	Iteration 13Q: 3 clusters Score -649232.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -649262.437500 Penalty: 2796.750732
	Iteration 14Q: 3 clusters Score -649262.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -649288.562500 Penalty: 2796.750732
	Iteration 15Q: 3 clusters Score -649288.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -649309.937500 Penalty: 2796.750732
	Iteration 16Q: 3 clusters Score -649309.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -649336.625000 Penalty: 2796.750732
	Iteration 17Q: 3 clusters Score -649336.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -649354.375000 Penalty: 2796.750732
	Iteration 18Q: 3 clusters Score -649354.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -649374.062500 Penalty: 2796.750732
	Iteration 19Q: 3 clusters Score -649374.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -649390.125000 Penalty: 2796.750732
	Iteration 20F: 3 clusters Score -649390.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -649403.062500 Penalty: 2796.750732
	Iteration 21Q: 3 clusters Score -649403.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -649411.750000 Penalty: 2796.750732
	Iteration 22Q: 3 clusters Score -649411.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -649418.562500 Penalty: 2796.750732
	Iteration 23Q: 3 clusters Score -649418.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -649425.937500 Penalty: 2796.750732
	Iteration 24Q: 3 clusters Score -649425.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -649430.937500 Penalty: 2796.750732
	Iteration 25Q: 3 clusters Score -649430.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -649437.187500 Penalty: 2796.750732
	Iteration 26Q: 3 clusters Score -649437.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -649441.562500 Penalty: 2796.750732
	Iteration 27Q: 3 clusters Score -649441.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -649444.125000 Penalty: 2796.750732
	Iteration 28Q: 3 clusters Score -649444.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -649451.937500 Penalty: 2796.750732
	Iteration 29Q: 3 clusters Score -649451.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -649455.000000 Penalty: 2796.750732
	Iteration 30Q: 3 clusters Score -649455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -649459.000000 Penalty: 2796.750732
	Iteration 31Q: 3 clusters Score -649459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -649461.812500 Penalty: 2796.750732
	Iteration 32Q: 3 clusters Score -649461.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -649464.875000 Penalty: 2796.750732
	Iteration 33Q: 3 clusters Score -649464.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -649468.750000 Penalty: 2796.750732
	Iteration 34Q: 3 clusters Score -649468.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -649471.250000 Penalty: 2796.750732
	Iteration 35Q: 3 clusters Score -649471.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -649476.500000 Penalty: 2796.750732
	Iteration 36Q: 3 clusters Score -649476.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -649483.750000 Penalty: 2796.750732
	Iteration 37Q: 3 clusters Score -649483.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -649491.500000 Penalty: 2796.750732
	Iteration 38Q: 3 clusters Score -649491.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -649500.312500 Penalty: 2796.750732
	Iteration 39Q: 3 clusters Score -649500.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -649508.437500 Penalty: 2796.750732
	Iteration 40F: 3 clusters Score -649508.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -649516.062500 Penalty: 2796.750732
	Iteration 41Q: 3 clusters Score -649516.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -649523.812500 Penalty: 2796.750732
	Iteration 42Q: 3 clusters Score -649523.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -649531.562500 Penalty: 2796.750732
	Iteration 43Q: 3 clusters Score -649531.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -649536.750000 Penalty: 2796.750732
	Iteration 44Q: 3 clusters Score -649536.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -649541.312500 Penalty: 2796.750732
	Iteration 45Q: 3 clusters Score -649541.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -649543.250000 Penalty: 2796.750732
	Iteration 46Q: 3 clusters Score -649543.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -649549.812500 Penalty: 2796.750732
	Iteration 47Q: 3 clusters Score -649549.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -649552.312500 Penalty: 2796.750732
	Iteration 48Q: 3 clusters Score -649552.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -649557.125000 Penalty: 2796.750732
	Iteration 49Q: 3 clusters Score -649557.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -649562.562500 Penalty: 2796.750732
	Iteration 50Q: 3 clusters Score -649562.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -649569.812500 Penalty: 2796.750732
	Iteration 51Q: 3 clusters Score -649569.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -649579.000000 Penalty: 2796.750732
	Iteration 52Q: 3 clusters Score -649579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -649583.625000 Penalty: 2796.750732
	Iteration 53Q: 3 clusters Score -649583.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -649590.500000 Penalty: 2796.750732
	Iteration 54Q: 3 clusters Score -649590.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -649597.562500 Penalty: 2796.750732
	Iteration 55Q: 3 clusters Score -649597.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -649603.062500 Penalty: 2796.750732
	Iteration 56Q: 3 clusters Score -649603.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -649609.500000 Penalty: 2796.750732
	Iteration 57Q: 3 clusters Score -649609.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -649616.937500 Penalty: 2796.750732
	Iteration 58Q: 3 clusters Score -649616.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -649621.437500 Penalty: 2796.750732
	Iteration 59Q: 3 clusters Score -649621.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -649627.125000 Penalty: 2796.750732
	Iteration 60F: 3 clusters Score -649627.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -649634.687500 Penalty: 2796.750732
	Iteration 61Q: 3 clusters Score -649634.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -649637.312500 Penalty: 2796.750732
	Iteration 62Q: 3 clusters Score -649637.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -649637.875000 Penalty: 2796.750732
	Iteration 63Q: 3 clusters Score -649637.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -649640.062500 Penalty: 2796.750732
	Iteration 64Q: 3 clusters Score -649640.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -649642.062500 Penalty: 2796.750732
	Iteration 65Q: 3 clusters Score -649642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -649644.250000 Penalty: 2796.750732
	Iteration 66Q: 3 clusters Score -649644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -649643.562500 Penalty: 2796.750732
	Iteration 67Q: 3 clusters Score -649643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -649643.625000 Penalty: 2796.750732
	Iteration 68Q: 3 clusters Score -649643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -649643.625000 Penalty: 2796.750732
	Iteration 69F: 3 clusters Score -649643.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Entering Unmasked Estep 
Score: -7204666.000000 Penalty: 1779.369263
	Iteration 0F: 2 clusters Score -7204666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -7168601.500000 Penalty: 3558.738525
	Iteration 0F: 3 clusters Score -7168602 nChanged 26729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -7184283.000000 Penalty: 3558.738525
	Iteration 1F: 3 clusters Score -7184283 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -7185367.500000 Penalty: 3558.738525
	Iteration 2Q: 3 clusters Score -7185368 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -7187021.500000 Penalty: 3558.738525
	Iteration 3F: 3 clusters Score -7187022 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -7189734.500000 Penalty: 3558.738525
	Iteration 4F: 3 clusters Score -7189734 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -7193433.000000 Penalty: 3558.738525
	Iteration 5F: 3 clusters Score -7193433 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -7197358.000000 Penalty: 3558.738525
	Iteration 6F: 3 clusters Score -7197358 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -7200401.500000 Penalty: 3558.738525
	Iteration 7F: 3 clusters Score -7200402 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -7202138.500000 Penalty: 3558.738525
	Iteration 8Q: 3 clusters Score -7202138 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -7202945.000000 Penalty: 3558.738525
	Iteration 9Q: 3 clusters Score -7202945 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -7203309.000000 Penalty: 3558.738525
	Iteration 10Q: 3 clusters Score -7203309 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -7203517.500000 Penalty: 3558.738525
	Iteration 11Q: 3 clusters Score -7203518 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -7203656.500000 Penalty: 3558.738525
	Iteration 12Q: 3 clusters Score -7203656 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -7203713.500000 Penalty: 3558.738525
	Iteration 13Q: 3 clusters Score -7203714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -7203738.500000 Penalty: 3558.738525
	Iteration 14Q: 3 clusters Score -7203738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -7203738.500000 Penalty: 3558.738525
	Iteration 15Q: 3 clusters Score -7203738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -7203738.000000 Penalty: 3558.738525
	Iteration 16Q: 3 clusters Score -7203738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -7203738.500000 Penalty: 3558.738525
	Iteration 17Q: 3 clusters Score -7203738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -7203749.500000 Penalty: 3558.738525
	Iteration 18Q: 3 clusters Score -7203750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -7203755.500000 Penalty: 3558.738525
	Iteration 19Q: 3 clusters Score -7203756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -7203756.500000 Penalty: 3558.738525
	Iteration 20F: 3 clusters Score -7203756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -7203758.500000 Penalty: 3558.738525
	Iteration 21Q: 3 clusters Score -7203758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -7203760.500000 Penalty: 3558.738525
	Iteration 22Q: 3 clusters Score -7203760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -7203759.500000 Penalty: 3558.738525
	Iteration 23Q: 3 clusters Score -7203760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -7203763.000000 Penalty: 3558.738525
	Iteration 24Q: 3 clusters Score -7203763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -7203763.000000 Penalty: 3558.738525
	Iteration 25F: 3 clusters Score -7203763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Entering Unmasked Estep 
Score: -2540322.750000 Penalty: 1618.386353
	Iteration 0F: 2 clusters Score -2540323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2525985.000000 Penalty: 3236.772705
	Iteration 0F: 3 clusters Score -2525985 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2531147.000000 Penalty: 3236.772705
	Iteration 1F: 3 clusters Score -2531147 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2531494.750000 Penalty: 3236.772705
	Iteration 2Q: 3 clusters Score -2531495 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2531819.250000 Penalty: 3236.772705
	Iteration 3Q: 3 clusters Score -2531819 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2532187.000000 Penalty: 3236.772705
	Iteration 4Q: 3 clusters Score -2532187 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2532643.500000 Penalty: 3236.772705
	Iteration 5Q: 3 clusters Score -2532644 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2533172.250000 Penalty: 3236.772705
	Iteration 6Q: 3 clusters Score -2533172 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2533791.750000 Penalty: 3236.772705
	Iteration 7Q: 3 clusters Score -2533792 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2534430.000000 Penalty: 3236.772705
	Iteration 8Q: 3 clusters Score -2534430 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2534974.500000 Penalty: 3236.772705
	Iteration 9Q: 3 clusters Score -2534974 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2535380.000000 Penalty: 3236.772705
	Iteration 10Q: 3 clusters Score -2535380 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2535664.750000 Penalty: 3236.772705
	Iteration 11Q: 3 clusters Score -2535665 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2535835.750000 Penalty: 3236.772705
	Iteration 12Q: 3 clusters Score -2535836 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2535964.250000 Penalty: 3236.772705
	Iteration 13Q: 3 clusters Score -2535964 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2536094.000000 Penalty: 3236.772705
	Iteration 14Q: 3 clusters Score -2536094 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2536232.000000 Penalty: 3236.772705
	Iteration 15Q: 3 clusters Score -2536232 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2536338.250000 Penalty: 3236.772705
	Iteration 16Q: 3 clusters Score -2536338 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2536469.000000 Penalty: 3236.772705
	Iteration 17Q: 3 clusters Score -2536469 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2536613.000000 Penalty: 3236.772705
	Iteration 18Q: 3 clusters Score -2536613 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2536725.000000 Penalty: 3236.772705
	Iteration 19Q: 3 clusters Score -2536725 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2536836.750000 Penalty: 3236.772705
	Iteration 20F: 3 clusters Score -2536837 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2536974.500000 Penalty: 3236.772705
	Iteration 21Q: 3 clusters Score -2536974 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2537113.750000 Penalty: 3236.772705
	Iteration 22Q: 3 clusters Score -2537114 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2537234.250000 Penalty: 3236.772705
	Iteration 23Q: 3 clusters Score -2537234 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2537348.250000 Penalty: 3236.772705
	Iteration 24Q: 3 clusters Score -2537348 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2537459.500000 Penalty: 3236.772705
	Iteration 25Q: 3 clusters Score -2537460 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2537578.000000 Penalty: 3236.772705
	Iteration 26Q: 3 clusters Score -2537578 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2537711.000000 Penalty: 3236.772705
	Iteration 27Q: 3 clusters Score -2537711 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2537853.500000 Penalty: 3236.772705
	Iteration 28Q: 3 clusters Score -2537854 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2537984.000000 Penalty: 3236.772705
	Iteration 29Q: 3 clusters Score -2537984 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2538091.500000 Penalty: 3236.772705
	Iteration 30Q: 3 clusters Score -2538092 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2538207.250000 Penalty: 3236.772705
	Iteration 31Q: 3 clusters Score -2538207 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2538335.750000 Penalty: 3236.772705
	Iteration 32Q: 3 clusters Score -2538336 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2538456.250000 Penalty: 3236.772705
	Iteration 33Q: 3 clusters Score -2538456 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2538568.500000 Penalty: 3236.772705
	Iteration 34Q: 3 clusters Score -2538568 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2538655.500000 Penalty: 3236.772705
	Iteration 35Q: 3 clusters Score -2538656 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2538724.250000 Penalty: 3236.772705
	Iteration 36Q: 3 clusters Score -2538724 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2538796.750000 Penalty: 3236.772705
	Iteration 37Q: 3 clusters Score -2538797 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2538847.500000 Penalty: 3236.772705
	Iteration 38Q: 3 clusters Score -2538848 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2538880.500000 Penalty: 3236.772705
	Iteration 39Q: 3 clusters Score -2538880 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2538904.500000 Penalty: 3236.772705
	Iteration 40F: 3 clusters Score -2538904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2538910.500000 Penalty: 3236.772705
	Iteration 41Q: 3 clusters Score -2538910 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2538924.000000 Penalty: 3236.772705
	Iteration 42Q: 3 clusters Score -2538924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2538938.750000 Penalty: 3236.772705
	Iteration 43Q: 3 clusters Score -2538939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2538944.000000 Penalty: 3236.772705
	Iteration 44Q: 3 clusters Score -2538944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2538952.000000 Penalty: 3236.772705
	Iteration 45Q: 3 clusters Score -2538952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2538969.750000 Penalty: 3236.772705
	Iteration 46Q: 3 clusters Score -2538970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2538982.250000 Penalty: 3236.772705
	Iteration 47Q: 3 clusters Score -2538982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2538995.750000 Penalty: 3236.772705
	Iteration 48Q: 3 clusters Score -2538996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2539002.000000 Penalty: 3236.772705
	Iteration 49Q: 3 clusters Score -2539002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2539007.250000 Penalty: 3236.772705
	Iteration 50Q: 3 clusters Score -2539007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2539026.250000 Penalty: 3236.772705
	Iteration 51Q: 3 clusters Score -2539026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2539033.750000 Penalty: 3236.772705
	Iteration 52Q: 3 clusters Score -2539034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2539046.500000 Penalty: 3236.772705
	Iteration 53Q: 3 clusters Score -2539046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2539054.250000 Penalty: 3236.772705
	Iteration 54Q: 3 clusters Score -2539054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2539066.250000 Penalty: 3236.772705
	Iteration 55Q: 3 clusters Score -2539066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2539070.000000 Penalty: 3236.772705
	Iteration 56Q: 3 clusters Score -2539070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2539085.000000 Penalty: 3236.772705
	Iteration 57Q: 3 clusters Score -2539085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2539095.250000 Penalty: 3236.772705
	Iteration 58Q: 3 clusters Score -2539095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2539096.000000 Penalty: 3236.772705
	Iteration 59Q: 3 clusters Score -2539096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2539099.750000 Penalty: 3236.772705
	Iteration 60F: 3 clusters Score -2539100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2539102.250000 Penalty: 3236.772705
	Iteration 61Q: 3 clusters Score -2539102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2539104.750000 Penalty: 3236.772705
	Iteration 62Q: 3 clusters Score -2539105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2539106.500000 Penalty: 3236.772705
	Iteration 63Q: 3 clusters Score -2539106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2539109.500000 Penalty: 3236.772705
	Iteration 64Q: 3 clusters Score -2539110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2539109.750000 Penalty: 3236.772705
	Iteration 65Q: 3 clusters Score -2539110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2539108.500000 Penalty: 3236.772705
	Iteration 66Q: 3 clusters Score -2539108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2539111.500000 Penalty: 3236.772705
	Iteration 67Q: 3 clusters Score -2539112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2539110.750000 Penalty: 3236.772705
	Iteration 68Q: 3 clusters Score -2539111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2539110.750000 Penalty: 3236.772705
	Iteration 69F: 3 clusters Score -2539111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -195092.625000 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -195092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -193188.562500 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -193188.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -193628.765625 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -193628.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -193787.750000 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -193787.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -193920.640625 Penalty: 2427.822998
	Iteration 3F: 3 clusters Score -193920.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -194025.812500 Penalty: 2427.822998
	Iteration 4F: 3 clusters Score -194025.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -194127.515625 Penalty: 2427.822998
	Iteration 5Q: 3 clusters Score -194127.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -194232.609375 Penalty: 2427.822998
	Iteration 6Q: 3 clusters Score -194232.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -194318.125000 Penalty: 2427.822998
	Iteration 7Q: 3 clusters Score -194318.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -194372.765625 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -194372.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -194429.468750 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -194429.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -194478.406250 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -194478.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -194537.453125 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -194537.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -194572.968750 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -194573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -194582.078125 Penalty: 2427.822998
	Iteration 13Q: 3 clusters Score -194582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -194587.328125 Penalty: 2427.822998
	Iteration 14Q: 3 clusters Score -194587.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -194593.750000 Penalty: 2427.822998
	Iteration 15Q: 3 clusters Score -194593.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -194596.359375 Penalty: 2427.822998
	Iteration 16Q: 3 clusters Score -194596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -194597.187500 Penalty: 2427.822998
	Iteration 17Q: 3 clusters Score -194597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -194598.875000 Penalty: 2427.822998
	Iteration 18Q: 3 clusters Score -194598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -194600.265625 Penalty: 2427.822998
	Iteration 19Q: 3 clusters Score -194600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -194600.515625 Penalty: 2427.822998
	Iteration 20F: 3 clusters Score -194600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -194600.906250 Penalty: 2427.822998
	Iteration 21Q: 3 clusters Score -194600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -194600.906250 Penalty: 2427.822998
	Iteration 22F: 3 clusters Score -194600.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -11783.070312 Penalty: 880.836975
	Iteration 0F: 2 clusters Score -11783.07 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 92 members 
Entering Unmasked Estep 
Score: -11266.430664 Penalty: 1761.673950
	Iteration 0F: 3 clusters Score -11266.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11495.005859 Penalty: 1761.673950
	Iteration 1F: 3 clusters Score -11495.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11520.440430 Penalty: 1761.673950
	Iteration 2Q: 3 clusters Score -11520.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11552.387695 Penalty: 1761.673950
	Iteration 3Q: 3 clusters Score -11552.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11572.753906 Penalty: 1761.673950
	Iteration 4Q: 3 clusters Score -11572.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11572.753906 Penalty: 1761.673950
	Iteration 5F: 3 clusters Score -11572.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Entering Unmasked Estep 
Score: -9549415.000000 Penalty: 1828.087158
	Iteration 0F: 2 clusters Score -9549415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -9498536.000000 Penalty: 3656.174316
	Iteration 0F: 3 clusters Score -9498536 nChanged 36615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -9519797.000000 Penalty: 3656.174316
	Iteration 1F: 3 clusters Score -9519797 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -9520877.000000 Penalty: 3656.174316
	Iteration 2Q: 3 clusters Score -9520877 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9524306 nChanged 4445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -9527404 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9531866 nChanged 5641
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9536518 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9539399 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9540610 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9541282 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9541889 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9542395 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9542892 nChanged 1247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9543285 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9543588 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9543810 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9543940 nChanged 692
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9544084 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9544176 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9544218 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9544236 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9544281 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9544311 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9544277 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9544300 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9544341 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9544364 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9544397 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9544418 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9544407 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9544409 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9544407 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9544417 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9544424 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9544430 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9544431 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9544490 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9544498 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9544549 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9544584 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9544586 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9544593 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9544630 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9544674 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9544682 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9544685 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9544677 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9544712 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9544720 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9544754 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9544795 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9544781 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9544849 nChanged 292
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Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9544883 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9544941 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9544971 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9544992 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9544992 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9545017 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9545021 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9545036 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9545104 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9545184 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9545213 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9545261 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9545328 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9545400 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9545462 nChanged 414
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9545528 nChanged 390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9545554 nChanged 399
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Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9545589 nChanged 391
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Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9545597 nChanged 390
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Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9545658 nChanged 454
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Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9545703 nChanged 476
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9545734 nChanged 487
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Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9545816 nChanged 504
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Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9545913 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9545996 nChanged 503
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Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9546036 nChanged 470
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Mstep: Class 1 contains 12971 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9546076 nChanged 453
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Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9546162 nChanged 478
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Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9546288 nChanged 439
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Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9546369 nChanged 408
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Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9546421 nChanged 371
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Mstep: Class 1 contains 10830 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9546492 nChanged 365
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Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9546534 nChanged 373
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Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9546559 nChanged 368
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Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9546666 nChanged 337
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Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9546719 nChanged 360
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Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9546778 nChanged 322
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Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9546883 nChanged 342
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Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9547086 nChanged 372
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Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9547178 nChanged 341
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Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 69554 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9547260 nChanged 334
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Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9547332 nChanged 346
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Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9547431 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 70537 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9547508 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9547606 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 71129 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9547668 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9547777 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9547818 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9547864 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9547916 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9547943 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9547951 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9547989 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9548029 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9548025 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9548082 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9548122 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 73162 members 
Entering Unmasked Estep 
Score: -9548120.000000 Penalty: 3656.174316
	Iteration 112Q: 3 clusters Score -9548120 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -9548161.000000 Penalty: 3656.174316
	Iteration 113Q: 3 clusters Score -9548161 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -9548170.000000 Penalty: 3656.174316
	Iteration 114Q: 3 clusters Score -9548170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9548180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -9548195.000000 Penalty: 3656.174316
	Iteration 116Q: 3 clusters Score -9548195 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 73580 members 
Entering Unmasked Estep 
Score: -9548203.000000 Penalty: 3656.174316
	Iteration 117Q: 3 clusters Score -9548203 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -9548225.000000 Penalty: 3656.174316
	Iteration 118Q: 3 clusters Score -9548225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 73701 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9548223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -9548240.000000 Penalty: 3656.174316
	Iteration 120F: 3 clusters Score -9548240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -9548232.000000 Penalty: 3656.174316
	Iteration 121Q: 3 clusters Score -9548232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9548252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9548259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9548260 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9548268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -9548266.000000 Penalty: 3656.174316
	Iteration 126Q: 3 clusters Score -9548266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9548267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -9548276.000000 Penalty: 3656.174316
	Iteration 128Q: 3 clusters Score -9548276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -9548303.000000 Penalty: 3656.174316
	Iteration 129Q: 3 clusters Score -9548303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -9548298.000000 Penalty: 3656.174316
	Iteration 130Q: 3 clusters Score -9548298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -9548301.000000 Penalty: 3656.174316
	Iteration 131Q: 3 clusters Score -9548301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -9548313.000000 Penalty: 3656.174316
	Iteration 132Q: 3 clusters Score -9548313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9548293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9548287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9548290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9548284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9548284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -9548277.000000 Penalty: 3656.174316
	Iteration 138Q: 3 clusters Score -9548277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9548288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -9548286.000000 Penalty: 3656.174316
	Iteration 140F: 3 clusters Score -9548286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9548290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9548289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9548293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 74311 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9548297 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9548290 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9548293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9548292 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9548295 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9548294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9548297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9548291 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9548290 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9548295 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9548295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9548295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9548295 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9548297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9548298 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9548296 nChanged 0
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Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9548296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17160 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2138168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8649 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2126363 nChanged 7695
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Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2130299 nChanged 788
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Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2130548 nChanged 727
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Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2130778 nChanged 687
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Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2131008 nChanged 710
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2131292 nChanged 774
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2131676 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2132244 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2133040 nChanged 1095
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -2133973 nChanged 907
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Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -2134846 nChanged 664
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Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2135504 nChanged 451
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Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2135927 nChanged 298
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Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2136163 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2136294 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2136371 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2136441.500000 Penalty: 3168.859375
	Iteration 16Q: 3 clusters Score -2136442 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2136497 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2136551 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2136602 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2136636.000000 Penalty: 3168.859375
	Iteration 20F: 3 clusters Score -2136636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2136668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2136704.750000 Penalty: 3168.859375
	Iteration 22Q: 3 clusters Score -2136705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2136730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2136750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2136769 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2136793 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2136806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2136813.500000 Penalty: 3168.859375
	Iteration 28Q: 3 clusters Score -2136814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2136822.250000 Penalty: 3168.859375
	Iteration 29Q: 3 clusters Score -2136822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2136832.000000 Penalty: 3168.859375
	Iteration 30Q: 3 clusters Score -2136832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2136843.000000 Penalty: 3168.859375
	Iteration 31Q: 3 clusters Score -2136843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2136856.500000 Penalty: 3168.859375
	Iteration 32Q: 3 clusters Score -2136856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2136857.500000 Penalty: 3168.859375
	Iteration 33Q: 3 clusters Score -2136858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2136863.250000 Penalty: 3168.859375
	Iteration 34Q: 3 clusters Score -2136863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2136870.250000 Penalty: 3168.859375
	Iteration 35Q: 3 clusters Score -2136870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2136872.250000 Penalty: 3168.859375
	Iteration 36Q: 3 clusters Score -2136872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2136876.500000 Penalty: 3168.859375
	Iteration 37Q: 3 clusters Score -2136876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2136882.750000 Penalty: 3168.859375
	Iteration 38Q: 3 clusters Score -2136883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2136883.250000 Penalty: 3168.859375
	Iteration 39Q: 3 clusters Score -2136883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2136883.500000 Penalty: 3168.859375
	Iteration 40F: 3 clusters Score -2136884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2136882.750000 Penalty: 3168.859375
	Iteration 41Q: 3 clusters Score -2136883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2136882.750000 Penalty: 3168.859375
	Iteration 42F: 3 clusters Score -2136883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Entering Unmasked Estep 
Score: -554004.312500 Penalty: 1371.796265
	Iteration 0F: 2 clusters Score -554004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -550320.437500 Penalty: 2743.592529
	Iteration 0F: 3 clusters Score -550320.4 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -551371.500000 Penalty: 2743.592529
	Iteration 1F: 3 clusters Score -551371.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -551540.875000 Penalty: 2743.592529
	Iteration 2F: 3 clusters Score -551540.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -551642.937500 Penalty: 2743.592529
	Iteration 3Q: 3 clusters Score -551642.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -551727.687500 Penalty: 2743.592529
	Iteration 4Q: 3 clusters Score -551727.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -551802.312500 Penalty: 2743.592529
	Iteration 5Q: 3 clusters Score -551802.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -551890.812500 Penalty: 2743.592529
	Iteration 6Q: 3 clusters Score -551890.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -551972.375000 Penalty: 2743.592529
	Iteration 7Q: 3 clusters Score -551972.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -552064.312500 Penalty: 2743.592529
	Iteration 8Q: 3 clusters Score -552064.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -552182.875000 Penalty: 2743.592529
	Iteration 9Q: 3 clusters Score -552182.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -552322.250000 Penalty: 2743.592529
	Iteration 10Q: 3 clusters Score -552322.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -552464.875000 Penalty: 2743.592529
	Iteration 11Q: 3 clusters Score -552464.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -552610.500000 Penalty: 2743.592529
	Iteration 12Q: 3 clusters Score -552610.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -552758.500000 Penalty: 2743.592529
	Iteration 13Q: 3 clusters Score -552758.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -552873.875000 Penalty: 2743.592529
	Iteration 14Q: 3 clusters Score -552873.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -552932.562500 Penalty: 2743.592529
	Iteration 15Q: 3 clusters Score -552932.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -552962.875000 Penalty: 2743.592529
	Iteration 16Q: 3 clusters Score -552962.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -552989.750000 Penalty: 2743.592529
	Iteration 17Q: 3 clusters Score -552989.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -553018.562500 Penalty: 2743.592529
	Iteration 18Q: 3 clusters Score -553018.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -553036.187500 Penalty: 2743.592529
	Iteration 19Q: 3 clusters Score -553036.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -553057.000000 Penalty: 2743.592529
	Iteration 20F: 3 clusters Score -553057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -553071.937500 Penalty: 2743.592529
	Iteration 21Q: 3 clusters Score -553071.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -553085.875000 Penalty: 2743.592529
	Iteration 22Q: 3 clusters Score -553085.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -553096.250000 Penalty: 2743.592529
	Iteration 23Q: 3 clusters Score -553096.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -553100.125000 Penalty: 2743.592529
	Iteration 24Q: 3 clusters Score -553100.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -553105.875000 Penalty: 2743.592529
	Iteration 25Q: 3 clusters Score -553105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -553108.687500 Penalty: 2743.592529
	Iteration 26Q: 3 clusters Score -553108.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -553110.687500 Penalty: 2743.592529
	Iteration 27Q: 3 clusters Score -553110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -553111.000000 Penalty: 2743.592529
	Iteration 28Q: 3 clusters Score -553111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -553112.000000 Penalty: 2743.592529
	Iteration 29Q: 3 clusters Score -553112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -553112.937500 Penalty: 2743.592529
	Iteration 30Q: 3 clusters Score -553112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -553113.937500 Penalty: 2743.592529
	Iteration 31Q: 3 clusters Score -553113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -553113.937500 Penalty: 2743.592529
	Iteration 32F: 3 clusters Score -553113.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Entering Unmasked Estep 
Score: -2149722.000000 Penalty: 1590.826660
	Iteration 0F: 2 clusters Score -2149722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2137574.750000 Penalty: 3181.653320
	Iteration 0F: 3 clusters Score -2137575 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2142007.500000 Penalty: 3181.653320
	Iteration 1F: 3 clusters Score -2142008 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2142552.750000 Penalty: 3181.653320
	Iteration 2F: 3 clusters Score -2142553 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2143181.250000 Penalty: 3181.653320
	Iteration 3F: 3 clusters Score -2143181 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2143953.250000 Penalty: 3181.653320
	Iteration 4F: 3 clusters Score -2143953 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2144802.500000 Penalty: 3181.653320
	Iteration 5F: 3 clusters Score -2144802 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2145619.000000 Penalty: 3181.653320
	Iteration 6F: 3 clusters Score -2145619 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2146382.500000 Penalty: 3181.653320
	Iteration 7F: 3 clusters Score -2146382 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2146924.250000 Penalty: 3181.653320
	Iteration 8Q: 3 clusters Score -2146924 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2147265.000000 Penalty: 3181.653320
	Iteration 9Q: 3 clusters Score -2147265 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2147507.500000 Penalty: 3181.653320
	Iteration 10Q: 3 clusters Score -2147508 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2147697.000000 Penalty: 3181.653320
	Iteration 11Q: 3 clusters Score -2147697 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2147803.750000 Penalty: 3181.653320
	Iteration 12Q: 3 clusters Score -2147804 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2147862.000000 Penalty: 3181.653320
	Iteration 13Q: 3 clusters Score -2147862 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2147905.250000 Penalty: 3181.653320
	Iteration 14Q: 3 clusters Score -2147905 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2147954.750000 Penalty: 3181.653320
	Iteration 15Q: 3 clusters Score -2147955 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2147985.500000 Penalty: 3181.653320
	Iteration 16Q: 3 clusters Score -2147986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2148023.250000 Penalty: 3181.653320
	Iteration 17Q: 3 clusters Score -2148023 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2148057.750000 Penalty: 3181.653320
	Iteration 18Q: 3 clusters Score -2148058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2148109.000000 Penalty: 3181.653320
	Iteration 19Q: 3 clusters Score -2148109 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2148151.250000 Penalty: 3181.653320
	Iteration 20F: 3 clusters Score -2148151 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2148197.250000 Penalty: 3181.653320
	Iteration 21Q: 3 clusters Score -2148197 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2148244.500000 Penalty: 3181.653320
	Iteration 22Q: 3 clusters Score -2148244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2148284.250000 Penalty: 3181.653320
	Iteration 23Q: 3 clusters Score -2148284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2148336.750000 Penalty: 3181.653320
	Iteration 24Q: 3 clusters Score -2148337 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2148376.500000 Penalty: 3181.653320
	Iteration 25Q: 3 clusters Score -2148376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2148400.250000 Penalty: 3181.653320
	Iteration 26Q: 3 clusters Score -2148400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2148424.500000 Penalty: 3181.653320
	Iteration 27Q: 3 clusters Score -2148424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2148441.250000 Penalty: 3181.653320
	Iteration 28Q: 3 clusters Score -2148441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2148451.750000 Penalty: 3181.653320
	Iteration 29Q: 3 clusters Score -2148452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2148458.750000 Penalty: 3181.653320
	Iteration 30Q: 3 clusters Score -2148459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2148471.750000 Penalty: 3181.653320
	Iteration 31Q: 3 clusters Score -2148472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2148473.750000 Penalty: 3181.653320
	Iteration 32Q: 3 clusters Score -2148474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2148483.500000 Penalty: 3181.653320
	Iteration 33Q: 3 clusters Score -2148484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2148486.250000 Penalty: 3181.653320
	Iteration 34Q: 3 clusters Score -2148486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2148496.500000 Penalty: 3181.653320
	Iteration 35Q: 3 clusters Score -2148496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2148501.000000 Penalty: 3181.653320
	Iteration 36Q: 3 clusters Score -2148501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2148506.500000 Penalty: 3181.653320
	Iteration 37Q: 3 clusters Score -2148506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2148513.750000 Penalty: 3181.653320
	Iteration 38Q: 3 clusters Score -2148514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2148516.250000 Penalty: 3181.653320
	Iteration 39Q: 3 clusters Score -2148516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2148522.250000 Penalty: 3181.653320
	Iteration 40F: 3 clusters Score -2148522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2148525.750000 Penalty: 3181.653320
	Iteration 41Q: 3 clusters Score -2148526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2148527.000000 Penalty: 3181.653320
	Iteration 42Q: 3 clusters Score -2148527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2148530.500000 Penalty: 3181.653320
	Iteration 43Q: 3 clusters Score -2148530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2148533.500000 Penalty: 3181.653320
	Iteration 44Q: 3 clusters Score -2148534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2148540.750000 Penalty: 3181.653320
	Iteration 45Q: 3 clusters Score -2148541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2148536.750000 Penalty: 3181.653320
	Iteration 46Q: 3 clusters Score -2148537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2148547.750000 Penalty: 3181.653320
	Iteration 47Q: 3 clusters Score -2148548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2148552.750000 Penalty: 3181.653320
	Iteration 48Q: 3 clusters Score -2148553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2148556.750000 Penalty: 3181.653320
	Iteration 49Q: 3 clusters Score -2148557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2148565.000000 Penalty: 3181.653320
	Iteration 50Q: 3 clusters Score -2148565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2148570.250000 Penalty: 3181.653320
	Iteration 51Q: 3 clusters Score -2148570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2148578.000000 Penalty: 3181.653320
	Iteration 52Q: 3 clusters Score -2148578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2148588.000000 Penalty: 3181.653320
	Iteration 53Q: 3 clusters Score -2148588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2148586.750000 Penalty: 3181.653320
	Iteration 54Q: 3 clusters Score -2148587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2148597.000000 Penalty: 3181.653320
	Iteration 55Q: 3 clusters Score -2148597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2148604.500000 Penalty: 3181.653320
	Iteration 56Q: 3 clusters Score -2148604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2148606.250000 Penalty: 3181.653320
	Iteration 57Q: 3 clusters Score -2148606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2148609.000000 Penalty: 3181.653320
	Iteration 58Q: 3 clusters Score -2148609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2148608.250000 Penalty: 3181.653320
	Iteration 59Q: 3 clusters Score -2148608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2148615.500000 Penalty: 3181.653320
	Iteration 60F: 3 clusters Score -2148616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2148616.750000 Penalty: 3181.653320
	Iteration 61Q: 3 clusters Score -2148617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2148619.750000 Penalty: 3181.653320
	Iteration 62Q: 3 clusters Score -2148620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2148622.000000 Penalty: 3181.653320
	Iteration 63Q: 3 clusters Score -2148622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2148623.000000 Penalty: 3181.653320
	Iteration 64Q: 3 clusters Score -2148623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2148623.750000 Penalty: 3181.653320
	Iteration 65Q: 3 clusters Score -2148624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2148630.000000 Penalty: 3181.653320
	Iteration 66Q: 3 clusters Score -2148630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2148630.500000 Penalty: 3181.653320
	Iteration 67Q: 3 clusters Score -2148630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2148634.750000 Penalty: 3181.653320
	Iteration 68Q: 3 clusters Score -2148635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2148637.750000 Penalty: 3181.653320
	Iteration 69Q: 3 clusters Score -2148638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2148634.250000 Penalty: 3181.653320
	Iteration 70Q: 3 clusters Score -2148634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2148636.750000 Penalty: 3181.653320
	Iteration 71Q: 3 clusters Score -2148637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2148644.500000 Penalty: 3181.653320
	Iteration 72Q: 3 clusters Score -2148644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2148646.750000 Penalty: 3181.653320
	Iteration 73Q: 3 clusters Score -2148647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2148650.000000 Penalty: 3181.653320
	Iteration 74Q: 3 clusters Score -2148650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2148648.500000 Penalty: 3181.653320
	Iteration 75Q: 3 clusters Score -2148648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2148653.000000 Penalty: 3181.653320
	Iteration 76Q: 3 clusters Score -2148653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2148653.500000 Penalty: 3181.653320
	Iteration 77Q: 3 clusters Score -2148654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2148658.500000 Penalty: 3181.653320
	Iteration 78Q: 3 clusters Score -2148658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2148655.500000 Penalty: 3181.653320
	Iteration 79Q: 3 clusters Score -2148656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2148653.250000 Penalty: 3181.653320
	Iteration 80F: 3 clusters Score -2148653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2148656.250000 Penalty: 3181.653320
	Iteration 81Q: 3 clusters Score -2148656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2148655.500000 Penalty: 3181.653320
	Iteration 82Q: 3 clusters Score -2148656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2148655.500000 Penalty: 3181.653320
	Iteration 83F: 3 clusters Score -2148656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -297550.687500 Penalty: 1275.388306
	Iteration 0F: 2 clusters Score -297550.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -295130.937500 Penalty: 2550.776611
	Iteration 0F: 3 clusters Score -295130.9 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -295794.562500 Penalty: 2550.776611
	Iteration 1F: 3 clusters Score -295794.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -295961.750000 Penalty: 2550.776611
	Iteration 2F: 3 clusters Score -295961.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -296081.656250 Penalty: 2550.776611
	Iteration 3F: 3 clusters Score -296081.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -296205.843750 Penalty: 2550.776611
	Iteration 4F: 3 clusters Score -296205.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -296322.062500 Penalty: 2550.776611
	Iteration 5Q: 3 clusters Score -296322.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -296442.718750 Penalty: 2550.776611
	Iteration 6Q: 3 clusters Score -296442.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -296565.656250 Penalty: 2550.776611
	Iteration 7Q: 3 clusters Score -296565.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -296683.250000 Penalty: 2550.776611
	Iteration 8Q: 3 clusters Score -296683.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -296772.031250 Penalty: 2550.776611
	Iteration 9Q: 3 clusters Score -296772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -296848.968750 Penalty: 2550.776611
	Iteration 10Q: 3 clusters Score -296849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -296902.281250 Penalty: 2550.776611
	Iteration 11Q: 3 clusters Score -296902.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -296973.187500 Penalty: 2550.776611
	Iteration 12Q: 3 clusters Score -296973.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -297037.625000 Penalty: 2550.776611
	Iteration 13Q: 3 clusters Score -297037.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -297109.281250 Penalty: 2550.776611
	Iteration 14Q: 3 clusters Score -297109.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -297170.250000 Penalty: 2550.776611
	Iteration 15Q: 3 clusters Score -297170.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -297222.968750 Penalty: 2550.776611
	Iteration 16Q: 3 clusters Score -297223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -297258.312500 Penalty: 2550.776611
	Iteration 17Q: 3 clusters Score -297258.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -297289.843750 Penalty: 2550.776611
	Iteration 18Q: 3 clusters Score -297289.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -297327.125000 Penalty: 2550.776611
	Iteration 19Q: 3 clusters Score -297327.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -297354.156250 Penalty: 2550.776611
	Iteration 20F: 3 clusters Score -297354.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -297379.125000 Penalty: 2550.776611
	Iteration 21Q: 3 clusters Score -297379.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -297397.312500 Penalty: 2550.776611
	Iteration 22Q: 3 clusters Score -297397.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -297419.500000 Penalty: 2550.776611
	Iteration 23Q: 3 clusters Score -297419.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -297441.593750 Penalty: 2550.776611
	Iteration 24Q: 3 clusters Score -297441.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -297458.468750 Penalty: 2550.776611
	Iteration 25Q: 3 clusters Score -297458.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -297481.125000 Penalty: 2550.776611
	Iteration 26Q: 3 clusters Score -297481.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -297495.343750 Penalty: 2550.776611
	Iteration 27Q: 3 clusters Score -297495.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -297504.875000 Penalty: 2550.776611
	Iteration 28Q: 3 clusters Score -297504.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -297514.593750 Penalty: 2550.776611
	Iteration 29Q: 3 clusters Score -297514.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -297521.968750 Penalty: 2550.776611
	Iteration 30Q: 3 clusters Score -297522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -297529.625000 Penalty: 2550.776611
	Iteration 31Q: 3 clusters Score -297529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -297535.937500 Penalty: 2550.776611
	Iteration 32Q: 3 clusters Score -297535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -297538.062500 Penalty: 2550.776611
	Iteration 33Q: 3 clusters Score -297538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -297538.562500 Penalty: 2550.776611
	Iteration 34Q: 3 clusters Score -297538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -297538.562500 Penalty: 2550.776611
	Iteration 35Q: 3 clusters Score -297538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -297538.562500 Penalty: 2550.776611
	Iteration 36F: 3 clusters Score -297538.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Entering Unmasked Estep 
Score: -10515156.000000 Penalty: 1841.715088
	Iteration 0F: 2 clusters Score -1.051516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -10461505.000000 Penalty: 3683.430176
	Iteration 0F: 3 clusters Score -1.04615e+07 nChanged 39798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -10484319.000000 Penalty: 3683.430176
	Iteration 1F: 3 clusters Score -1.048432e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -10484757.000000 Penalty: 3683.430176
	Iteration 2Q: 3 clusters Score -1.048476e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -10485262.000000 Penalty: 3683.430176
	Iteration 3Q: 3 clusters Score -1.048526e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -10485994.000000 Penalty: 3683.430176
	Iteration 4Q: 3 clusters Score -1.048599e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -10487279.000000 Penalty: 3683.430176
	Iteration 5Q: 3 clusters Score -1.048728e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -10489377.000000 Penalty: 3683.430176
	Iteration 6F: 3 clusters Score -1.048938e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -10492614.000000 Penalty: 3683.430176
	Iteration 7F: 3 clusters Score -1.049261e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 65334 members 
Entering Unmasked Estep 
Score: -10497660.000000 Penalty: 3683.430176
	Iteration 8F: 3 clusters Score -1.049766e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -10503259.000000 Penalty: 3683.430176
	Iteration 9F: 3 clusters Score -1.050326e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -10507900.000000 Penalty: 3683.430176
	Iteration 10F: 3 clusters Score -1.05079e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -10510511.000000 Penalty: 3683.430176
	Iteration 11Q: 3 clusters Score -1.051051e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -10511727.000000 Penalty: 3683.430176
	Iteration 12Q: 3 clusters Score -1.051173e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -10512482.000000 Penalty: 3683.430176
	Iteration 13Q: 3 clusters Score -1.051248e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -10512927.000000 Penalty: 3683.430176
	Iteration 14Q: 3 clusters Score -1.051293e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -10513084.000000 Penalty: 3683.430176
	Iteration 15Q: 3 clusters Score -1.051308e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -10513230.000000 Penalty: 3683.430176
	Iteration 16Q: 3 clusters Score -1.051323e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -10513318.000000 Penalty: 3683.430176
	Iteration 17Q: 3 clusters Score -1.051332e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -10513375.000000 Penalty: 3683.430176
	Iteration 18Q: 3 clusters Score -1.051338e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -10513458.000000 Penalty: 3683.430176
	Iteration 19Q: 3 clusters Score -1.051346e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -10513491.000000 Penalty: 3683.430176
	Iteration 20F: 3 clusters Score -1.051349e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -10513529.000000 Penalty: 3683.430176
	Iteration 21Q: 3 clusters Score -1.051353e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -10513543.000000 Penalty: 3683.430176
	Iteration 22Q: 3 clusters Score -1.051354e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -10513554.000000 Penalty: 3683.430176
	Iteration 23Q: 3 clusters Score -1.051355e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -10513570.000000 Penalty: 3683.430176
	Iteration 24Q: 3 clusters Score -1.051357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
Score: -10513572.000000 Penalty: 3683.430176
	Iteration 25Q: 3 clusters Score -1.051357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -10513595.000000 Penalty: 3683.430176
	Iteration 26Q: 3 clusters Score -1.05136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 82815 members 
Entering Unmasked Estep 
Score: -10513609.000000 Penalty: 3683.430176
	Iteration 27Q: 3 clusters Score -1.051361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -10513616.000000 Penalty: 3683.430176
	Iteration 28Q: 3 clusters Score -1.051362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -10513623.000000 Penalty: 3683.430176
	Iteration 29Q: 3 clusters Score -1.051362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -10513622.000000 Penalty: 3683.430176
	Iteration 30Q: 3 clusters Score -1.051362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -10513618.000000 Penalty: 3683.430176
	Iteration 31Q: 3 clusters Score -1.051362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 82845 members 
Entering Unmasked Estep 
Score: -10513627.000000 Penalty: 3683.430176
	Iteration 32Q: 3 clusters Score -1.051363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -10513636.000000 Penalty: 3683.430176
	Iteration 33Q: 3 clusters Score -1.051364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -10513637.000000 Penalty: 3683.430176
	Iteration 34Q: 3 clusters Score -1.051364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -10513653.000000 Penalty: 3683.430176
	Iteration 35Q: 3 clusters Score -1.051365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 82863 members 
Entering Unmasked Estep 
Score: -10513646.000000 Penalty: 3683.430176
	Iteration 36Q: 3 clusters Score -1.051365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -10513652.000000 Penalty: 3683.430176
	Iteration 37Q: 3 clusters Score -1.051365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -10513652.000000 Penalty: 3683.430176
	Iteration 38Q: 3 clusters Score -1.051365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 82873 members 
Entering Unmasked Estep 
Score: -10513668.000000 Penalty: 3683.430176
	Iteration 39Q: 3 clusters Score -1.051367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -10513675.000000 Penalty: 3683.430176
	Iteration 40F: 3 clusters Score -1.051368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -10513671.000000 Penalty: 3683.430176
	Iteration 41Q: 3 clusters Score -1.051367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -10513671.000000 Penalty: 3683.430176
	Iteration 42F: 3 clusters Score -1.051367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -39963.363281 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -39963.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38991.433594 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -38991.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39156.402344 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -39156.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39217.835938 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -39217.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -39241.769531 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -39241.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39259.976562 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -39259.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39279.792969 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -39279.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39282.703125 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -39282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39292.199219 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -39292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -39307.710938 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -39307.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39312.191406 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -39312.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39312.191406 Penalty: 1937.326660
	Iteration 10F: 3 clusters Score -39312.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -134679.109375 Penalty: 1152.678223
	Iteration 0F: 2 clusters Score -134679.1 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 615 members 
Entering Unmasked Estep 
Score: -133080.531250 Penalty: 2305.356445
	Iteration 0F: 3 clusters Score -133080.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133379.046875 Penalty: 2305.356445
	Iteration 1F: 3 clusters Score -133379 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133462.765625 Penalty: 2305.356445
	Iteration 2F: 3 clusters Score -133462.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133501.828125 Penalty: 2305.356445
	Iteration 3Q: 3 clusters Score -133501.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133525.000000 Penalty: 2305.356445
	Iteration 4Q: 3 clusters Score -133525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -133535.343750 Penalty: 2305.356445
	Iteration 5Q: 3 clusters Score -133535.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133544.750000 Penalty: 2305.356445
	Iteration 6Q: 3 clusters Score -133544.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133548.781250 Penalty: 2305.356445
	Iteration 7Q: 3 clusters Score -133548.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -133553.359375 Penalty: 2305.356445
	Iteration 8Q: 3 clusters Score -133553.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133557.078125 Penalty: 2305.356445
	Iteration 9Q: 3 clusters Score -133557.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133561.015625 Penalty: 2305.356445
	Iteration 10Q: 3 clusters Score -133561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133565.359375 Penalty: 2305.356445
	Iteration 11Q: 3 clusters Score -133565.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133570.468750 Penalty: 2305.356445
	Iteration 12Q: 3 clusters Score -133570.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -133574.625000 Penalty: 2305.356445
	Iteration 13Q: 3 clusters Score -133574.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133579.640625 Penalty: 2305.356445
	Iteration 14Q: 3 clusters Score -133579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133585.218750 Penalty: 2305.356445
	Iteration 15Q: 3 clusters Score -133585.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133590.046875 Penalty: 2305.356445
	Iteration 16Q: 3 clusters Score -133590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133591.640625 Penalty: 2305.356445
	Iteration 17Q: 3 clusters Score -133591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133592.484375 Penalty: 2305.356445
	Iteration 18Q: 3 clusters Score -133592.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133592.484375 Penalty: 2305.356445
	Iteration 19F: 3 clusters Score -133592.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (95528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Entering Unmasked Estep 
Score: -11918170.000000 Penalty: 1863.415894
	Iteration 0F: 2 clusters Score -1.191817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -11858270.000000 Penalty: 3726.831787
	Iteration 0F: 3 clusters Score -1.185827e+07 nChanged 45761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -11884576.000000 Penalty: 3726.831787
	Iteration 1F: 3 clusters Score -1.188458e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -11885152.000000 Penalty: 3726.831787
	Iteration 2Q: 3 clusters Score -1.188515e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -11885927.000000 Penalty: 3726.831787
	Iteration 3Q: 3 clusters Score -1.188593e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -11887120.000000 Penalty: 3726.831787
	Iteration 4Q: 3 clusters Score -1.188712e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -11888900.000000 Penalty: 3726.831787
	Iteration 5Q: 3 clusters Score -1.18889e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -11892223.000000 Penalty: 3726.831787
	Iteration 6F: 3 clusters Score -1.189222e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -11897221.000000 Penalty: 3726.831787
	Iteration 7F: 3 clusters Score -1.189722e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -11903122.000000 Penalty: 3726.831787
	Iteration 8F: 3 clusters Score -1.190312e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -11907504.000000 Penalty: 3726.831787
	Iteration 9F: 3 clusters Score -1.19075e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -11909432.000000 Penalty: 3726.831787
	Iteration 10Q: 3 clusters Score -1.190943e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -11910531.000000 Penalty: 3726.831787
	Iteration 11Q: 3 clusters Score -1.191053e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -11911384.000000 Penalty: 3726.831787
	Iteration 12Q: 3 clusters Score -1.191138e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -11912150.000000 Penalty: 3726.831787
	Iteration 13Q: 3 clusters Score -1.191215e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 72990 members 
Entering Unmasked Estep 
Score: -11912737.000000 Penalty: 3726.831787
	Iteration 14Q: 3 clusters Score -1.191274e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -11913263.000000 Penalty: 3726.831787
	Iteration 15Q: 3 clusters Score -1.191326e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -11913770.000000 Penalty: 3726.831787
	Iteration 16Q: 3 clusters Score -1.191377e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -11914208.000000 Penalty: 3726.831787
	Iteration 17Q: 3 clusters Score -1.191421e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -11914713.000000 Penalty: 3726.831787
	Iteration 18Q: 3 clusters Score -1.191471e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -11915225.000000 Penalty: 3726.831787
	Iteration 19Q: 3 clusters Score -1.191522e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -11915672.000000 Penalty: 3726.831787
	Iteration 20F: 3 clusters Score -1.191567e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -11916084.000000 Penalty: 3726.831787
	Iteration 21Q: 3 clusters Score -1.191608e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 82564 members 
Entering Unmasked Estep 
Score: -11916316.000000 Penalty: 3726.831787
	Iteration 22Q: 3 clusters Score -1.191632e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -11916579.000000 Penalty: 3726.831787
	Iteration 23Q: 3 clusters Score -1.191658e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 84979 members 
Entering Unmasked Estep 
Score: -11916707.000000 Penalty: 3726.831787
	Iteration 24Q: 3 clusters Score -1.191671e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -11916858.000000 Penalty: 3726.831787
	Iteration 25Q: 3 clusters Score -1.191686e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
Score: -11917012.000000 Penalty: 3726.831787
	Iteration 26Q: 3 clusters Score -1.191701e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -11917187.000000 Penalty: 3726.831787
	Iteration 27Q: 3 clusters Score -1.191719e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -11917228.000000 Penalty: 3726.831787
	Iteration 28Q: 3 clusters Score -1.191723e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -11917295.000000 Penalty: 3726.831787
	Iteration 29Q: 3 clusters Score -1.19173e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 90359 members 
Entering Unmasked Estep 
Score: -11917333.000000 Penalty: 3726.831787
	Iteration 30Q: 3 clusters Score -1.191733e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -11917322.000000 Penalty: 3726.831787
	Iteration 31Q: 3 clusters Score -1.191732e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -11917345.000000 Penalty: 3726.831787
	Iteration 32Q: 3 clusters Score -1.191734e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -11917343.000000 Penalty: 3726.831787
	Iteration 33Q: 3 clusters Score -1.191734e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -11917350.000000 Penalty: 3726.831787
	Iteration 34Q: 3 clusters Score -1.191735e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 92708 members 
Entering Unmasked Estep 
Score: -11917434.000000 Penalty: 3726.831787
	Iteration 35Q: 3 clusters Score -1.191743e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -11917452.000000 Penalty: 3726.831787
	Iteration 36Q: 3 clusters Score -1.191745e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 93238 members 
Entering Unmasked Estep 
Score: -11917431.000000 Penalty: 3726.831787
	Iteration 37Q: 3 clusters Score -1.191743e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -11917470.000000 Penalty: 3726.831787
	Iteration 38Q: 3 clusters Score -1.191747e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -11917464.000000 Penalty: 3726.831787
	Iteration 39Q: 3 clusters Score -1.191746e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -11917461.000000 Penalty: 3726.831787
	Iteration 40F: 3 clusters Score -1.191746e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -11917423.000000 Penalty: 3726.831787
	Iteration 41Q: 3 clusters Score -1.191742e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 93940 members 
Entering Unmasked Estep 
Score: -11917406.000000 Penalty: 3726.831787
	Iteration 42Q: 3 clusters Score -1.191741e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -11917362.000000 Penalty: 3726.831787
	Iteration 43Q: 3 clusters Score -1.191736e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -11917336.000000 Penalty: 3726.831787
	Iteration 44Q: 3 clusters Score -1.191734e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -11917321.000000 Penalty: 3726.831787
	Iteration 45Q: 3 clusters Score -1.191732e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -11917295.000000 Penalty: 3726.831787
	Iteration 46Q: 3 clusters Score -1.19173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -11917270.000000 Penalty: 3726.831787
	Iteration 47Q: 3 clusters Score -1.191727e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 94179 members 
Entering Unmasked Estep 
Score: -11917276.000000 Penalty: 3726.831787
	Iteration 48Q: 3 clusters Score -1.191728e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -11917263.000000 Penalty: 3726.831787
	Iteration 49Q: 3 clusters Score -1.191726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 94225 members 
Entering Unmasked Estep 
Score: -11917276.000000 Penalty: 3726.831787
	Iteration 50Q: 3 clusters Score -1.191728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -11917280.000000 Penalty: 3726.831787
	Iteration 51Q: 3 clusters Score -1.191728e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 94276 members 
Entering Unmasked Estep 
Score: -11917281.000000 Penalty: 3726.831787
	Iteration 52Q: 3 clusters Score -1.191728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 94299 members 
Entering Unmasked Estep 
Score: -11917260.000000 Penalty: 3726.831787
	Iteration 53Q: 3 clusters Score -1.191726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -11917254.000000 Penalty: 3726.831787
	Iteration 54Q: 3 clusters Score -1.191725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 94332 members 
Entering Unmasked Estep 
Score: -11917255.000000 Penalty: 3726.831787
	Iteration 55Q: 3 clusters Score -1.191726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -11917260.000000 Penalty: 3726.831787
	Iteration 56Q: 3 clusters Score -1.191726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 94357 members 
Entering Unmasked Estep 
Score: -11917249.000000 Penalty: 3726.831787
	Iteration 57Q: 3 clusters Score -1.191725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -11917263.000000 Penalty: 3726.831787
	Iteration 58Q: 3 clusters Score -1.191726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -11917265.000000 Penalty: 3726.831787
	Iteration 59Q: 3 clusters Score -1.191726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -11917269.000000 Penalty: 3726.831787
	Iteration 60F: 3 clusters Score -1.191727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -11917250.000000 Penalty: 3726.831787
	Iteration 61Q: 3 clusters Score -1.191725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 94408 members 
Entering Unmasked Estep 
Score: -11917266.000000 Penalty: 3726.831787
	Iteration 62Q: 3 clusters Score -1.191727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 94425 members 
Entering Unmasked Estep 
Score: -11917250.000000 Penalty: 3726.831787
	Iteration 63Q: 3 clusters Score -1.191725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 94437 members 
Entering Unmasked Estep 
Score: -11917242.000000 Penalty: 3726.831787
	Iteration 64Q: 3 clusters Score -1.191724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 94449 members 
Entering Unmasked Estep 
Score: -11917253.000000 Penalty: 3726.831787
	Iteration 65Q: 3 clusters Score -1.191725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 94459 members 
Entering Unmasked Estep 
Score: -11917252.000000 Penalty: 3726.831787
	Iteration 66Q: 3 clusters Score -1.191725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -11917247.000000 Penalty: 3726.831787
	Iteration 67Q: 3 clusters Score -1.191725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 94474 members 
Entering Unmasked Estep 
Score: -11917236.000000 Penalty: 3726.831787
	Iteration 68Q: 3 clusters Score -1.191724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 94480 members 
Entering Unmasked Estep 
Score: -11917243.000000 Penalty: 3726.831787
	Iteration 69Q: 3 clusters Score -1.191724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -11917245.000000 Penalty: 3726.831787
	Iteration 70Q: 3 clusters Score -1.191724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 94501 members 
Entering Unmasked Estep 
Score: -11917243.000000 Penalty: 3726.831787
	Iteration 71Q: 3 clusters Score -1.191724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -11917244.000000 Penalty: 3726.831787
	Iteration 72Q: 3 clusters Score -1.191724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 94514 members 
Entering Unmasked Estep 
Score: -11917235.000000 Penalty: 3726.831787
	Iteration 73Q: 3 clusters Score -1.191724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 94519 members 
Entering Unmasked Estep 
Score: -11917238.000000 Penalty: 3726.831787
	Iteration 74Q: 3 clusters Score -1.191724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -11917241.000000 Penalty: 3726.831787
	Iteration 75Q: 3 clusters Score -1.191724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -11917249.000000 Penalty: 3726.831787
	Iteration 76Q: 3 clusters Score -1.191725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -11917241.000000 Penalty: 3726.831787
	Iteration 77Q: 3 clusters Score -1.191724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -11917230.000000 Penalty: 3726.831787
	Iteration 78Q: 3 clusters Score -1.191723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -11917230.000000 Penalty: 3726.831787
	Iteration 79Q: 3 clusters Score -1.191723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -11917220.000000 Penalty: 3726.831787
	Iteration 80F: 3 clusters Score -1.191722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -11917211.000000 Penalty: 3726.831787
	Iteration 81Q: 3 clusters Score -1.191721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 94567 members 
Entering Unmasked Estep 
Score: -11917211.000000 Penalty: 3726.831787
	Iteration 82Q: 3 clusters Score -1.191721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -11917208.000000 Penalty: 3726.831787
	Iteration 83Q: 3 clusters Score -1.191721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -11917198.000000 Penalty: 3726.831787
	Iteration 84Q: 3 clusters Score -1.19172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 94577 members 
Entering Unmasked Estep 
Score: -11917202.000000 Penalty: 3726.831787
	Iteration 85Q: 3 clusters Score -1.19172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -11917209.000000 Penalty: 3726.831787
	Iteration 86Q: 3 clusters Score -1.191721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 94580 members 
Entering Unmasked Estep 
Score: -11917210.000000 Penalty: 3726.831787
	Iteration 87Q: 3 clusters Score -1.191721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 94584 members 
Entering Unmasked Estep 
Score: -11917195.000000 Penalty: 3726.831787
	Iteration 88Q: 3 clusters Score -1.19172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 94588 members 
Entering Unmasked Estep 
Score: -11917209.000000 Penalty: 3726.831787
	Iteration 89Q: 3 clusters Score -1.191721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 94591 members 
Entering Unmasked Estep 
Score: -11917215.000000 Penalty: 3726.831787
	Iteration 90Q: 3 clusters Score -1.191722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -11917207.000000 Penalty: 3726.831787
	Iteration 91Q: 3 clusters Score -1.191721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -11917204.000000 Penalty: 3726.831787
	Iteration 92Q: 3 clusters Score -1.19172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -11917213.000000 Penalty: 3726.831787
	Iteration 93Q: 3 clusters Score -1.191721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 94601 members 
Entering Unmasked Estep 
Score: -11917208.000000 Penalty: 3726.831787
	Iteration 94Q: 3 clusters Score -1.191721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
Score: -11917214.000000 Penalty: 3726.831787
	Iteration 95Q: 3 clusters Score -1.191721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -11917219.000000 Penalty: 3726.831787
	Iteration 96Q: 3 clusters Score -1.191722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -11917222.000000 Penalty: 3726.831787
	Iteration 97Q: 3 clusters Score -1.191722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 94610 members 
Entering Unmasked Estep 
Score: -11917224.000000 Penalty: 3726.831787
	Iteration 98Q: 3 clusters Score -1.191722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -11917219.000000 Penalty: 3726.831787
	Iteration 99Q: 3 clusters Score -1.191722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -11917218.000000 Penalty: 3726.831787
	Iteration 100F: 3 clusters Score -1.191722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 94616 members 
Entering Unmasked Estep 
Score: -11917221.000000 Penalty: 3726.831787
	Iteration 101Q: 3 clusters Score -1.191722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 94616 members 
Entering Unmasked Estep 
Score: -11917221.000000 Penalty: 3726.831787
	Iteration 102F: 3 clusters Score -1.191722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (93413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Entering Unmasked Estep 
Score: -11804096.000000 Penalty: 1859.777710
	Iteration 0F: 2 clusters Score -1.18041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -11746832.000000 Penalty: 3719.555420
	Iteration 0F: 3 clusters Score -1.174683e+07 nChanged 44616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -11772810.000000 Penalty: 3719.555420
	Iteration 1F: 3 clusters Score -1.177281e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -11773719.000000 Penalty: 3719.555420
	Iteration 2Q: 3 clusters Score -1.177372e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -11774949.000000 Penalty: 3719.555420
	Iteration 3Q: 3 clusters Score -1.177495e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -11777038.000000 Penalty: 3719.555420
	Iteration 4F: 3 clusters Score -1.177704e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -11780681.000000 Penalty: 3719.555420
	Iteration 5F: 3 clusters Score -1.178068e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -11785982.000000 Penalty: 3719.555420
	Iteration 6F: 3 clusters Score -1.178598e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -11791420.000000 Penalty: 3719.555420
	Iteration 7F: 3 clusters Score -1.179142e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -11794656.000000 Penalty: 3719.555420
	Iteration 8F: 3 clusters Score -1.179466e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -11796220.000000 Penalty: 3719.555420
	Iteration 9Q: 3 clusters Score -1.179622e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -11796840.000000 Penalty: 3719.555420
	Iteration 10Q: 3 clusters Score -1.179684e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -11797099.000000 Penalty: 3719.555420
	Iteration 11Q: 3 clusters Score -1.17971e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -11797424.000000 Penalty: 3719.555420
	Iteration 12Q: 3 clusters Score -1.179742e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -11797563.000000 Penalty: 3719.555420
	Iteration 13Q: 3 clusters Score -1.179756e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -11797575.000000 Penalty: 3719.555420
	Iteration 14Q: 3 clusters Score -1.179758e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -11797631.000000 Penalty: 3719.555420
	Iteration 15Q: 3 clusters Score -1.179763e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -11797763.000000 Penalty: 3719.555420
	Iteration 16Q: 3 clusters Score -1.179776e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -11797957.000000 Penalty: 3719.555420
	Iteration 17Q: 3 clusters Score -1.179796e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -11798233.000000 Penalty: 3719.555420
	Iteration 18Q: 3 clusters Score -1.179823e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -11798461.000000 Penalty: 3719.555420
	Iteration 19Q: 3 clusters Score -1.179846e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -11799004.000000 Penalty: 3719.555420
	Iteration 20F: 3 clusters Score -1.1799e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -11799922.000000 Penalty: 3719.555420
	Iteration 21Q: 3 clusters Score -1.179992e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -11802426.000000 Penalty: 3719.555420
	Iteration 22Q: 3 clusters Score -1.180243e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -11803485.000000 Penalty: 3719.555420
	Iteration 23Q: 3 clusters Score -1.180348e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86832 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -11803971.000000 Penalty: 3719.555420
	Iteration 24Q: 3 clusters Score -1.180397e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -11804066.000000 Penalty: 3719.555420
	Iteration 25Q: 3 clusters Score -1.180407e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -11804180.000000 Penalty: 3719.555420
	Iteration 26Q: 3 clusters Score -1.180418e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88719 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -11804251.000000 Penalty: 3719.555420
	Iteration 27Q: 3 clusters Score -1.180425e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -11804255.000000 Penalty: 3719.555420
	Iteration 28Q: 3 clusters Score -1.180426e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -11804289.000000 Penalty: 3719.555420
	Iteration 29Q: 3 clusters Score -1.180429e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -11804275.000000 Penalty: 3719.555420
	Iteration 30Q: 3 clusters Score -1.180428e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -11804215.000000 Penalty: 3719.555420
	Iteration 31Q: 3 clusters Score -1.180422e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -11804188.000000 Penalty: 3719.555420
	Iteration 32Q: 3 clusters Score -1.180419e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -11804126.000000 Penalty: 3719.555420
	Iteration 33Q: 3 clusters Score -1.180413e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -11804098.000000 Penalty: 3719.555420
	Iteration 34Q: 3 clusters Score -1.18041e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -11804098.000000 Penalty: 3719.555420
	Iteration 35Q: 3 clusters Score -1.18041e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -11804069.000000 Penalty: 3719.555420
	Iteration 36Q: 3 clusters Score -1.180407e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -11804066.000000 Penalty: 3719.555420
	Iteration 37Q: 3 clusters Score -1.180407e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -11804069.000000 Penalty: 3719.555420
	Iteration 38Q: 3 clusters Score -1.180407e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -11804041.000000 Penalty: 3719.555420
	Iteration 39Q: 3 clusters Score -1.180404e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -11804066.000000 Penalty: 3719.555420
	Iteration 40F: 3 clusters Score -1.180407e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -11804068.000000 Penalty: 3719.555420
	Iteration 41Q: 3 clusters Score -1.180407e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -11804020.000000 Penalty: 3719.555420
	Iteration 42Q: 3 clusters Score -1.180402e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91157 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -11803997.000000 Penalty: 3719.555420
	Iteration 43Q: 3 clusters Score -1.1804e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -11803962.000000 Penalty: 3719.555420
	Iteration 44Q: 3 clusters Score -1.180396e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91259 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -11803965.000000 Penalty: 3719.555420
	Iteration 45Q: 3 clusters Score -1.180396e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11803962.000000 Penalty: 3719.555420
	Iteration 46Q: 3 clusters Score -1.180396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91342 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -11803958.000000 Penalty: 3719.555420
	Iteration 47Q: 3 clusters Score -1.180396e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91370 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -11803956.000000 Penalty: 3719.555420
	Iteration 48Q: 3 clusters Score -1.180396e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11803942.000000 Penalty: 3719.555420
	Iteration 49Q: 3 clusters Score -1.180394e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11803951.000000 Penalty: 3719.555420
	Iteration 50Q: 3 clusters Score -1.180395e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11803954.000000 Penalty: 3719.555420
	Iteration 51Q: 3 clusters Score -1.180395e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -11803937.000000 Penalty: 3719.555420
	Iteration 52Q: 3 clusters Score -1.180394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91493 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -11803933.000000 Penalty: 3719.555420
	Iteration 53Q: 3 clusters Score -1.180393e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -11803924.000000 Penalty: 3719.555420
	Iteration 54Q: 3 clusters Score -1.180392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -11803941.000000 Penalty: 3719.555420
	Iteration 55Q: 3 clusters Score -1.180394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -11803947.000000 Penalty: 3719.555420
	Iteration 56Q: 3 clusters Score -1.180395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11803931.000000 Penalty: 3719.555420
	Iteration 57Q: 3 clusters Score -1.180393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11803928.000000 Penalty: 3719.555420
	Iteration 58Q: 3 clusters Score -1.180393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -11803932.000000 Penalty: 3719.555420
	Iteration 59Q: 3 clusters Score -1.180393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -11803923.000000 Penalty: 3719.555420
	Iteration 60F: 3 clusters Score -1.180392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -11803921.000000 Penalty: 3719.555420
	Iteration 61Q: 3 clusters Score -1.180392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11803917.000000 Penalty: 3719.555420
	Iteration 62Q: 3 clusters Score -1.180392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11803920.000000 Penalty: 3719.555420
	Iteration 63Q: 3 clusters Score -1.180392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -11803907.000000 Penalty: 3719.555420
	Iteration 64Q: 3 clusters Score -1.180391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -11803905.000000 Penalty: 3719.555420
	Iteration 65Q: 3 clusters Score -1.18039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -11803901.000000 Penalty: 3719.555420
	Iteration 66Q: 3 clusters Score -1.18039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11803901.000000 Penalty: 3719.555420
	Iteration 67Q: 3 clusters Score -1.18039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -11803905.000000 Penalty: 3719.555420
	Iteration 68Q: 3 clusters Score -1.18039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -11803903.000000 Penalty: 3719.555420
	Iteration 69Q: 3 clusters Score -1.18039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -11803906.000000 Penalty: 3719.555420
	Iteration 70Q: 3 clusters Score -1.180391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91659 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11803895.000000 Penalty: 3719.555420
	Iteration 71Q: 3 clusters Score -1.18039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91671 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11803906.000000 Penalty: 3719.555420
	Iteration 72Q: 3 clusters Score -1.180391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -11803900.000000 Penalty: 3719.555420
	Iteration 73Q: 3 clusters Score -1.18039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91677 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -11803898.000000 Penalty: 3719.555420
	Iteration 74Q: 3 clusters Score -1.18039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -11803896.000000 Penalty: 3719.555420
	Iteration 75Q: 3 clusters Score -1.18039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91679 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -11803896.000000 Penalty: 3719.555420
	Iteration 76Q: 3 clusters Score -1.18039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -11803900.000000 Penalty: 3719.555420
	Iteration 77Q: 3 clusters Score -1.18039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91683 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -11803904.000000 Penalty: 3719.555420
	Iteration 78Q: 3 clusters Score -1.18039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91691 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -11803917.000000 Penalty: 3719.555420
	Iteration 79Q: 3 clusters Score -1.180392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91695 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -11803910.000000 Penalty: 3719.555420
	Iteration 80F: 3 clusters Score -1.180391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91697 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11803914.000000 Penalty: 3719.555420
	Iteration 81Q: 3 clusters Score -1.180391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -11803924.000000 Penalty: 3719.555420
	Iteration 82Q: 3 clusters Score -1.180392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -11803914.000000 Penalty: 3719.555420
	Iteration 83Q: 3 clusters Score -1.180391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11803916.000000 Penalty: 3719.555420
	Iteration 84Q: 3 clusters Score -1.180392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91725 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -11803937.000000 Penalty: 3719.555420
	Iteration 85Q: 3 clusters Score -1.180394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -11803919.000000 Penalty: 3719.555420
	Iteration 86Q: 3 clusters Score -1.180392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -11803920.000000 Penalty: 3719.555420
	Iteration 87Q: 3 clusters Score -1.180392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -11803927.000000 Penalty: 3719.555420
	Iteration 88Q: 3 clusters Score -1.180393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -11803933.000000 Penalty: 3719.555420
	Iteration 89Q: 3 clusters Score -1.180393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91742 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11803927.000000 Penalty: 3719.555420
	Iteration 90Q: 3 clusters Score -1.180393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -11803930.000000 Penalty: 3719.555420
	Iteration 91Q: 3 clusters Score -1.180393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91746 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -11803918.000000 Penalty: 3719.555420
	Iteration 92Q: 3 clusters Score -1.180392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91746 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -11803925.000000 Penalty: 3719.555420
	Iteration 93Q: 3 clusters Score -1.180392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91746 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -11803925.000000 Penalty: 3719.555420
	Iteration 94F: 3 clusters Score -1.180392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Entering Unmasked Estep 
Score: -472454.312500 Penalty: 1348.714722
	Iteration 0F: 2 clusters Score -472454.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -469096.625000 Penalty: 2697.429443
	Iteration 0F: 3 clusters Score -469096.6 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -470024.843750 Penalty: 2697.429443
	Iteration 1F: 3 clusters Score -470024.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -470269.343750 Penalty: 2697.429443
	Iteration 2F: 3 clusters Score -470269.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -470462.093750 Penalty: 2697.429443
	Iteration 3F: 3 clusters Score -470462.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -470638.375000 Penalty: 2697.429443
	Iteration 4F: 3 clusters Score -470638.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -470812.593750 Penalty: 2697.429443
	Iteration 5Q: 3 clusters Score -470812.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -471006.593750 Penalty: 2697.429443
	Iteration 6Q: 3 clusters Score -471006.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -471193.843750 Penalty: 2697.429443
	Iteration 7Q: 3 clusters Score -471193.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -471337.187500 Penalty: 2697.429443
	Iteration 8Q: 3 clusters Score -471337.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -471429.312500 Penalty: 2697.429443
	Iteration 9Q: 3 clusters Score -471429.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -471501.625000 Penalty: 2697.429443
	Iteration 10Q: 3 clusters Score -471501.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -471551.781250 Penalty: 2697.429443
	Iteration 11Q: 3 clusters Score -471551.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -471581.281250 Penalty: 2697.429443
	Iteration 12Q: 3 clusters Score -471581.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -471606.781250 Penalty: 2697.429443
	Iteration 13Q: 3 clusters Score -471606.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -471626.843750 Penalty: 2697.429443
	Iteration 14Q: 3 clusters Score -471626.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -471643.531250 Penalty: 2697.429443
	Iteration 15Q: 3 clusters Score -471643.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -471653.562500 Penalty: 2697.429443
	Iteration 16Q: 3 clusters Score -471653.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -471660.875000 Penalty: 2697.429443
	Iteration 17Q: 3 clusters Score -471660.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -471665.375000 Penalty: 2697.429443
	Iteration 18Q: 3 clusters Score -471665.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -471668.250000 Penalty: 2697.429443
	Iteration 19Q: 3 clusters Score -471668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -471670.937500 Penalty: 2697.429443
	Iteration 20F: 3 clusters Score -471670.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -471674.593750 Penalty: 2697.429443
	Iteration 21Q: 3 clusters Score -471674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -471676.531250 Penalty: 2697.429443
	Iteration 22Q: 3 clusters Score -471676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -471680.593750 Penalty: 2697.429443
	Iteration 23Q: 3 clusters Score -471680.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -471684.156250 Penalty: 2697.429443
	Iteration 24Q: 3 clusters Score -471684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -471686.843750 Penalty: 2697.429443
	Iteration 25Q: 3 clusters Score -471686.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -471692.843750 Penalty: 2697.429443
	Iteration 26Q: 3 clusters Score -471692.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -471699.093750 Penalty: 2697.429443
	Iteration 27Q: 3 clusters Score -471699.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -471709.687500 Penalty: 2697.429443
	Iteration 28Q: 3 clusters Score -471709.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -471715.656250 Penalty: 2697.429443
	Iteration 29Q: 3 clusters Score -471715.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -471722.375000 Penalty: 2697.429443
	Iteration 30Q: 3 clusters Score -471722.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -471725.812500 Penalty: 2697.429443
	Iteration 31Q: 3 clusters Score -471725.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -471729.406250 Penalty: 2697.429443
	Iteration 32Q: 3 clusters Score -471729.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -471738.468750 Penalty: 2697.429443
	Iteration 33Q: 3 clusters Score -471738.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -471752.968750 Penalty: 2697.429443
	Iteration 34Q: 3 clusters Score -471753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -471765.093750 Penalty: 2697.429443
	Iteration 35Q: 3 clusters Score -471765.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -471777.031250 Penalty: 2697.429443
	Iteration 36Q: 3 clusters Score -471777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -471795.625000 Penalty: 2697.429443
	Iteration 37Q: 3 clusters Score -471795.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -471834.906250 Penalty: 2697.429443
	Iteration 38Q: 3 clusters Score -471834.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -471876.968750 Penalty: 2697.429443
	Iteration 39Q: 3 clusters Score -471877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -471909.593750 Penalty: 2697.429443
	Iteration 40F: 3 clusters Score -471909.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -471934.093750 Penalty: 2697.429443
	Iteration 41Q: 3 clusters Score -471934.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -471950.375000 Penalty: 2697.429443
	Iteration 42Q: 3 clusters Score -471950.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -471961.718750 Penalty: 2697.429443
	Iteration 43Q: 3 clusters Score -471961.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -471970.968750 Penalty: 2697.429443
	Iteration 44Q: 3 clusters Score -471971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -471976.500000 Penalty: 2697.429443
	Iteration 45Q: 3 clusters Score -471976.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -471984.250000 Penalty: 2697.429443
	Iteration 46Q: 3 clusters Score -471984.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -471991.156250 Penalty: 2697.429443
	Iteration 47Q: 3 clusters Score -471991.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -471999.531250 Penalty: 2697.429443
	Iteration 48Q: 3 clusters Score -471999.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -472008.500000 Penalty: 2697.429443
	Iteration 49Q: 3 clusters Score -472008.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -472018.656250 Penalty: 2697.429443
	Iteration 50Q: 3 clusters Score -472018.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -472026.343750 Penalty: 2697.429443
	Iteration 51Q: 3 clusters Score -472026.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -472038.062500 Penalty: 2697.429443
	Iteration 52Q: 3 clusters Score -472038.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -472047.687500 Penalty: 2697.429443
	Iteration 53Q: 3 clusters Score -472047.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -472056.875000 Penalty: 2697.429443
	Iteration 54Q: 3 clusters Score -472056.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -472069.437500 Penalty: 2697.429443
	Iteration 55Q: 3 clusters Score -472069.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -472081.968750 Penalty: 2697.429443
	Iteration 56Q: 3 clusters Score -472082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -472094.093750 Penalty: 2697.429443
	Iteration 57Q: 3 clusters Score -472094.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -472107.093750 Penalty: 2697.429443
	Iteration 58Q: 3 clusters Score -472107.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -472113.250000 Penalty: 2697.429443
	Iteration 59Q: 3 clusters Score -472113.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -472118.781250 Penalty: 2697.429443
	Iteration 60F: 3 clusters Score -472118.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -472124.781250 Penalty: 2697.429443
	Iteration 61Q: 3 clusters Score -472124.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -472129.500000 Penalty: 2697.429443
	Iteration 62Q: 3 clusters Score -472129.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -472135.843750 Penalty: 2697.429443
	Iteration 63Q: 3 clusters Score -472135.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -472140.781250 Penalty: 2697.429443
	Iteration 64Q: 3 clusters Score -472140.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -472148.625000 Penalty: 2697.429443
	Iteration 65Q: 3 clusters Score -472148.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -472153.937500 Penalty: 2697.429443
	Iteration 66Q: 3 clusters Score -472153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -472158.500000 Penalty: 2697.429443
	Iteration 67Q: 3 clusters Score -472158.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -472161.250000 Penalty: 2697.429443
	Iteration 68Q: 3 clusters Score -472161.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -472163.437500 Penalty: 2697.429443
	Iteration 69Q: 3 clusters Score -472163.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -472166.593750 Penalty: 2697.429443
	Iteration 70Q: 3 clusters Score -472166.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -472168.062500 Penalty: 2697.429443
	Iteration 71Q: 3 clusters Score -472168.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -472167.843750 Penalty: 2697.429443
	Iteration 72Q: 3 clusters Score -472167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -472170.281250 Penalty: 2697.429443
	Iteration 73Q: 3 clusters Score -472170.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -472170.031250 Penalty: 2697.429443
	Iteration 74Q: 3 clusters Score -472170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -472170.500000 Penalty: 2697.429443
	Iteration 75Q: 3 clusters Score -472170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -472171.562500 Penalty: 2697.429443
	Iteration 76Q: 3 clusters Score -472171.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -472171.562500 Penalty: 2697.429443
	Iteration 77F: 3 clusters Score -472171.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (92544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92544 members 
Entering Unmasked Estep 
Score: -11352106.000000 Penalty: 1858.258911
	Iteration 0F: 2 clusters Score -1.135211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -11291072.000000 Penalty: 3716.517822
	Iteration 0F: 3 clusters Score -1.129107e+07 nChanged 44092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -11317013.000000 Penalty: 3716.517822
	Iteration 1F: 3 clusters Score -1.131701e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -11318313.000000 Penalty: 3716.517822
	Iteration 2Q: 3 clusters Score -1.131831e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -11320184.000000 Penalty: 3716.517822
	Iteration 3Q: 3 clusters Score -1.132018e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -11323014.000000 Penalty: 3716.517822
	Iteration 4F: 3 clusters Score -1.132301e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -11327078.000000 Penalty: 3716.517822
	Iteration 5F: 3 clusters Score -1.132708e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -11332124.000000 Penalty: 3716.517822
	Iteration 6F: 3 clusters Score -1.133212e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 66966 members 
Entering Unmasked Estep 
Score: -11337051.000000 Penalty: 3716.517822
	Iteration 7F: 3 clusters Score -1.133705e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -11340564.000000 Penalty: 3716.517822
	Iteration 8F: 3 clusters Score -1.134056e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -11342438.000000 Penalty: 3716.517822
	Iteration 9Q: 3 clusters Score -1.134244e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -11343526.000000 Penalty: 3716.517822
	Iteration 10Q: 3 clusters Score -1.134353e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 74080 members 
Entering Unmasked Estep 
Score: -11344380.000000 Penalty: 3716.517822
	Iteration 11Q: 3 clusters Score -1.134438e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -11345135.000000 Penalty: 3716.517822
	Iteration 12Q: 3 clusters Score -1.134514e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 76125 members 
Entering Unmasked Estep 
Score: -11345788.000000 Penalty: 3716.517822
	Iteration 13Q: 3 clusters Score -1.134579e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -11346214.000000 Penalty: 3716.517822
	Iteration 14Q: 3 clusters Score -1.134621e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 77602 members 
Entering Unmasked Estep 
Score: -11346546.000000 Penalty: 3716.517822
	Iteration 15Q: 3 clusters Score -1.134655e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -11346801.000000 Penalty: 3716.517822
	Iteration 16Q: 3 clusters Score -1.13468e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
Score: -11347028.000000 Penalty: 3716.517822
	Iteration 17Q: 3 clusters Score -1.134703e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -11347300.000000 Penalty: 3716.517822
	Iteration 18Q: 3 clusters Score -1.13473e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -11347489.000000 Penalty: 3716.517822
	Iteration 19Q: 3 clusters Score -1.134749e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -11347658.000000 Penalty: 3716.517822
	Iteration 20F: 3 clusters Score -1.134766e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
Score: -11347738.000000 Penalty: 3716.517822
	Iteration 21Q: 3 clusters Score -1.134774e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 80999 members 
Entering Unmasked Estep 
Score: -11347865.000000 Penalty: 3716.517822
	Iteration 22Q: 3 clusters Score -1.134786e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -11348013.000000 Penalty: 3716.517822
	Iteration 23Q: 3 clusters Score -1.134801e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -11348262.000000 Penalty: 3716.517822
	Iteration 24Q: 3 clusters Score -1.134826e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 82275 members 
Entering Unmasked Estep 
Score: -11348518.000000 Penalty: 3716.517822
	Iteration 25Q: 3 clusters Score -1.134852e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -11348764.000000 Penalty: 3716.517822
	Iteration 26Q: 3 clusters Score -1.134876e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -11348999.000000 Penalty: 3716.517822
	Iteration 27Q: 3 clusters Score -1.1349e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -11349187.000000 Penalty: 3716.517822
	Iteration 28Q: 3 clusters Score -1.134919e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -11349421.000000 Penalty: 3716.517822
	Iteration 29Q: 3 clusters Score -1.134942e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -11349681.000000 Penalty: 3716.517822
	Iteration 30Q: 3 clusters Score -1.134968e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -11349901.000000 Penalty: 3716.517822
	Iteration 31Q: 3 clusters Score -1.13499e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
Score: -11350035.000000 Penalty: 3716.517822
	Iteration 32Q: 3 clusters Score -1.135004e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -11350208.000000 Penalty: 3716.517822
	Iteration 33Q: 3 clusters Score -1.135021e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -11350330.000000 Penalty: 3716.517822
	Iteration 34Q: 3 clusters Score -1.135033e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -11350483.000000 Penalty: 3716.517822
	Iteration 35Q: 3 clusters Score -1.135048e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -11350529.000000 Penalty: 3716.517822
	Iteration 36Q: 3 clusters Score -1.135053e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -11350629.000000 Penalty: 3716.517822
	Iteration 37Q: 3 clusters Score -1.135063e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -11350698.000000 Penalty: 3716.517822
	Iteration 38Q: 3 clusters Score -1.13507e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 88500 members 
Entering Unmasked Estep 
Score: -11350754.000000 Penalty: 3716.517822
	Iteration 39Q: 3 clusters Score -1.135075e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -11350849.000000 Penalty: 3716.517822
	Iteration 40F: 3 clusters Score -1.135085e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -11350900.000000 Penalty: 3716.517822
	Iteration 41Q: 3 clusters Score -1.13509e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -11350936.000000 Penalty: 3716.517822
	Iteration 42Q: 3 clusters Score -1.135094e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 89487 members 
Entering Unmasked Estep 
Score: -11350964.000000 Penalty: 3716.517822
	Iteration 43Q: 3 clusters Score -1.135096e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -11351009.000000 Penalty: 3716.517822
	Iteration 44Q: 3 clusters Score -1.135101e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -11351045.000000 Penalty: 3716.517822
	Iteration 45Q: 3 clusters Score -1.135104e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -11351049.000000 Penalty: 3716.517822
	Iteration 46Q: 3 clusters Score -1.135105e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -11351056.000000 Penalty: 3716.517822
	Iteration 47Q: 3 clusters Score -1.135106e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -11351078.000000 Penalty: 3716.517822
	Iteration 48Q: 3 clusters Score -1.135108e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -11351122.000000 Penalty: 3716.517822
	Iteration 49Q: 3 clusters Score -1.135112e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -11351163.000000 Penalty: 3716.517822
	Iteration 50Q: 3 clusters Score -1.135116e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -11351176.000000 Penalty: 3716.517822
	Iteration 51Q: 3 clusters Score -1.135118e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -11351207.000000 Penalty: 3716.517822
	Iteration 52Q: 3 clusters Score -1.135121e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -11351168.000000 Penalty: 3716.517822
	Iteration 53Q: 3 clusters Score -1.135117e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 90673 members 
Entering Unmasked Estep 
Score: -11351159.000000 Penalty: 3716.517822
	Iteration 54Q: 3 clusters Score -1.135116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -11351168.000000 Penalty: 3716.517822
	Iteration 55Q: 3 clusters Score -1.135117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -11351177.000000 Penalty: 3716.517822
	Iteration 56Q: 3 clusters Score -1.135118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -11351181.000000 Penalty: 3716.517822
	Iteration 57Q: 3 clusters Score -1.135118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -11351196.000000 Penalty: 3716.517822
	Iteration 58Q: 3 clusters Score -1.13512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -11351209.000000 Penalty: 3716.517822
	Iteration 59Q: 3 clusters Score -1.135121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -11351213.000000 Penalty: 3716.517822
	Iteration 60F: 3 clusters Score -1.135121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -11351204.000000 Penalty: 3716.517822
	Iteration 61Q: 3 clusters Score -1.13512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -11351196.000000 Penalty: 3716.517822
	Iteration 62Q: 3 clusters Score -1.13512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -11351211.000000 Penalty: 3716.517822
	Iteration 63Q: 3 clusters Score -1.135121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -11351209.000000 Penalty: 3716.517822
	Iteration 64Q: 3 clusters Score -1.135121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -11351218.000000 Penalty: 3716.517822
	Iteration 65Q: 3 clusters Score -1.135122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 90857 members 
Entering Unmasked Estep 
Score: -11351209.000000 Penalty: 3716.517822
	Iteration 66Q: 3 clusters Score -1.135121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -11351208.000000 Penalty: 3716.517822
	Iteration 67Q: 3 clusters Score -1.135121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 90886 members 
Entering Unmasked Estep 
Score: -11351213.000000 Penalty: 3716.517822
	Iteration 68Q: 3 clusters Score -1.135121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -11351216.000000 Penalty: 3716.517822
	Iteration 69Q: 3 clusters Score -1.135122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -11351217.000000 Penalty: 3716.517822
	Iteration 70Q: 3 clusters Score -1.135122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -11351216.000000 Penalty: 3716.517822
	Iteration 71Q: 3 clusters Score -1.135122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -11351215.000000 Penalty: 3716.517822
	Iteration 72Q: 3 clusters Score -1.135122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 90930 members 
Entering Unmasked Estep 
Score: -11351231.000000 Penalty: 3716.517822
	Iteration 73Q: 3 clusters Score -1.135123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -11351216.000000 Penalty: 3716.517822
	Iteration 74Q: 3 clusters Score -1.135122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -11351201.000000 Penalty: 3716.517822
	Iteration 75Q: 3 clusters Score -1.13512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -11351210.000000 Penalty: 3716.517822
	Iteration 76Q: 3 clusters Score -1.135121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -11351216.000000 Penalty: 3716.517822
	Iteration 77Q: 3 clusters Score -1.135122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 90968 members 
Entering Unmasked Estep 
Score: -11351214.000000 Penalty: 3716.517822
	Iteration 78Q: 3 clusters Score -1.135121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -11351216.000000 Penalty: 3716.517822
	Iteration 79Q: 3 clusters Score -1.135122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 90974 members 
Entering Unmasked Estep 
Score: -11351220.000000 Penalty: 3716.517822
	Iteration 80F: 3 clusters Score -1.135122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -11351212.000000 Penalty: 3716.517822
	Iteration 81Q: 3 clusters Score -1.135121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -11351206.000000 Penalty: 3716.517822
	Iteration 82Q: 3 clusters Score -1.135121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -11351204.000000 Penalty: 3716.517822
	Iteration 83Q: 3 clusters Score -1.13512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -11351207.000000 Penalty: 3716.517822
	Iteration 84Q: 3 clusters Score -1.135121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 91003 members 
Entering Unmasked Estep 
Score: -11351193.000000 Penalty: 3716.517822
	Iteration 85Q: 3 clusters Score -1.135119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -11351210.000000 Penalty: 3716.517822
	Iteration 86Q: 3 clusters Score -1.135121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 91015 members 
Entering Unmasked Estep 
Score: -11351208.000000 Penalty: 3716.517822
	Iteration 87Q: 3 clusters Score -1.135121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -11351215.000000 Penalty: 3716.517822
	Iteration 88Q: 3 clusters Score -1.135122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 91021 members 
Entering Unmasked Estep 
Score: -11351215.000000 Penalty: 3716.517822
	Iteration 89Q: 3 clusters Score -1.135122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -11351206.000000 Penalty: 3716.517822
	Iteration 90Q: 3 clusters Score -1.135121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -11351212.000000 Penalty: 3716.517822
	Iteration 91Q: 3 clusters Score -1.135121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -11351215.000000 Penalty: 3716.517822
	Iteration 92Q: 3 clusters Score -1.135122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -11351215.000000 Penalty: 3716.517822
	Iteration 93F: 3 clusters Score -1.135122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Entering Unmasked Estep 
Score: -704686.250000 Penalty: 1408.777344
	Iteration 0F: 2 clusters Score -704686.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -700182.312500 Penalty: 2817.554688
	Iteration 0F: 3 clusters Score -700182.3 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -701408.250000 Penalty: 2817.554688
	Iteration 1F: 3 clusters Score -701408.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -701572.687500 Penalty: 2817.554688
	Iteration 2F: 3 clusters Score -701572.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -701692.687500 Penalty: 2817.554688
	Iteration 3Q: 3 clusters Score -701692.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -701794.437500 Penalty: 2817.554688
	Iteration 4Q: 3 clusters Score -701794.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -701873.750000 Penalty: 2817.554688
	Iteration 5Q: 3 clusters Score -701873.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -701932.937500 Penalty: 2817.554688
	Iteration 6Q: 3 clusters Score -701932.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -701984.187500 Penalty: 2817.554688
	Iteration 7Q: 3 clusters Score -701984.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -702027.625000 Penalty: 2817.554688
	Iteration 8Q: 3 clusters Score -702027.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -702076.312500 Penalty: 2817.554688
	Iteration 9Q: 3 clusters Score -702076.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -702119.187500 Penalty: 2817.554688
	Iteration 10Q: 3 clusters Score -702119.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -702166.687500 Penalty: 2817.554688
	Iteration 11Q: 3 clusters Score -702166.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -702209.750000 Penalty: 2817.554688
	Iteration 12Q: 3 clusters Score -702209.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -702258.750000 Penalty: 2817.554688
	Iteration 13Q: 3 clusters Score -702258.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -702329.187500 Penalty: 2817.554688
	Iteration 14Q: 3 clusters Score -702329.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -702409.687500 Penalty: 2817.554688
	Iteration 15Q: 3 clusters Score -702409.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -702496.187500 Penalty: 2817.554688
	Iteration 16Q: 3 clusters Score -702496.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -702601.625000 Penalty: 2817.554688
	Iteration 17Q: 3 clusters Score -702601.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -702712.375000 Penalty: 2817.554688
	Iteration 18Q: 3 clusters Score -702712.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -702847.437500 Penalty: 2817.554688
	Iteration 19Q: 3 clusters Score -702847.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -702988.250000 Penalty: 2817.554688
	Iteration 20F: 3 clusters Score -702988.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -703092.125000 Penalty: 2817.554688
	Iteration 21Q: 3 clusters Score -703092.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -703185.375000 Penalty: 2817.554688
	Iteration 22Q: 3 clusters Score -703185.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -703260.750000 Penalty: 2817.554688
	Iteration 23Q: 3 clusters Score -703260.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -703320.500000 Penalty: 2817.554688
	Iteration 24Q: 3 clusters Score -703320.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -703373.625000 Penalty: 2817.554688
	Iteration 25Q: 3 clusters Score -703373.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -703403.375000 Penalty: 2817.554688
	Iteration 26Q: 3 clusters Score -703403.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -703431.500000 Penalty: 2817.554688
	Iteration 27Q: 3 clusters Score -703431.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -703454.312500 Penalty: 2817.554688
	Iteration 28Q: 3 clusters Score -703454.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -703475.875000 Penalty: 2817.554688
	Iteration 29Q: 3 clusters Score -703475.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -703496.687500 Penalty: 2817.554688
	Iteration 30Q: 3 clusters Score -703496.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -703518.187500 Penalty: 2817.554688
	Iteration 31Q: 3 clusters Score -703518.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -703537.125000 Penalty: 2817.554688
	Iteration 32Q: 3 clusters Score -703537.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -703553.062500 Penalty: 2817.554688
	Iteration 33Q: 3 clusters Score -703553.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -703560.375000 Penalty: 2817.554688
	Iteration 34Q: 3 clusters Score -703560.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -703569.937500 Penalty: 2817.554688
	Iteration 35Q: 3 clusters Score -703569.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -703580.750000 Penalty: 2817.554688
	Iteration 36Q: 3 clusters Score -703580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -703588.562500 Penalty: 2817.554688
	Iteration 37Q: 3 clusters Score -703588.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -703591.562500 Penalty: 2817.554688
	Iteration 38Q: 3 clusters Score -703591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -703595.875000 Penalty: 2817.554688
	Iteration 39Q: 3 clusters Score -703595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -703599.187500 Penalty: 2817.554688
	Iteration 40F: 3 clusters Score -703599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -703601.187500 Penalty: 2817.554688
	Iteration 41Q: 3 clusters Score -703601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -703604.062500 Penalty: 2817.554688
	Iteration 42Q: 3 clusters Score -703604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -703607.687500 Penalty: 2817.554688
	Iteration 43Q: 3 clusters Score -703607.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -703608.625000 Penalty: 2817.554688
	Iteration 44Q: 3 clusters Score -703608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -703608.625000 Penalty: 2817.554688
	Iteration 45F: 3 clusters Score -703608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93354 members 
Entering Unmasked Estep 
Score: -11682116.000000 Penalty: 1859.675049
	Iteration 0F: 2 clusters Score -1.168212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -11622891.000000 Penalty: 3719.350098
	Iteration 0F: 3 clusters Score -1.162289e+07 nChanged 44455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -11648797.000000 Penalty: 3719.350098
	Iteration 1F: 3 clusters Score -1.16488e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -11649686.000000 Penalty: 3719.350098
	Iteration 2Q: 3 clusters Score -1.164969e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -11650792.000000 Penalty: 3719.350098
	Iteration 3Q: 3 clusters Score -1.165079e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -11652512.000000 Penalty: 3719.350098
	Iteration 4Q: 3 clusters Score -1.165251e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -11655290.000000 Penalty: 3719.350098
	Iteration 5F: 3 clusters Score -1.165529e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -11660061.000000 Penalty: 3719.350098
	Iteration 6F: 3 clusters Score -1.166006e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -11666432.000000 Penalty: 3719.350098
	Iteration 7F: 3 clusters Score -1.166643e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -11671964.000000 Penalty: 3719.350098
	Iteration 8F: 3 clusters Score -1.167196e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -11674747.000000 Penalty: 3719.350098
	Iteration 9F: 3 clusters Score -1.167475e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -11675882.000000 Penalty: 3719.350098
	Iteration 10Q: 3 clusters Score -1.167588e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -11676652.000000 Penalty: 3719.350098
	Iteration 11Q: 3 clusters Score -1.167665e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -11677231.000000 Penalty: 3719.350098
	Iteration 12Q: 3 clusters Score -1.167723e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -11677739.000000 Penalty: 3719.350098
	Iteration 13Q: 3 clusters Score -1.167774e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -11678082.000000 Penalty: 3719.350098
	Iteration 14Q: 3 clusters Score -1.167808e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -11678288.000000 Penalty: 3719.350098
	Iteration 15Q: 3 clusters Score -1.167829e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -11678449.000000 Penalty: 3719.350098
	Iteration 16Q: 3 clusters Score -1.167845e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -11678526.000000 Penalty: 3719.350098
	Iteration 17Q: 3 clusters Score -1.167853e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -11678597.000000 Penalty: 3719.350098
	Iteration 18Q: 3 clusters Score -1.16786e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -11678679.000000 Penalty: 3719.350098
	Iteration 19Q: 3 clusters Score -1.167868e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -11678731.000000 Penalty: 3719.350098
	Iteration 20F: 3 clusters Score -1.167873e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -11678752.000000 Penalty: 3719.350098
	Iteration 21Q: 3 clusters Score -1.167875e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -11678770.000000 Penalty: 3719.350098
	Iteration 22Q: 3 clusters Score -1.167877e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -11678865.000000 Penalty: 3719.350098
	Iteration 23Q: 3 clusters Score -1.167886e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -11678885.000000 Penalty: 3719.350098
	Iteration 24Q: 3 clusters Score -1.167888e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -11678913.000000 Penalty: 3719.350098
	Iteration 25Q: 3 clusters Score -1.167891e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -11678917.000000 Penalty: 3719.350098
	Iteration 26Q: 3 clusters Score -1.167892e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -11678941.000000 Penalty: 3719.350098
	Iteration 27Q: 3 clusters Score -1.167894e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -11678910.000000 Penalty: 3719.350098
	Iteration 28Q: 3 clusters Score -1.167891e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -11678937.000000 Penalty: 3719.350098
	Iteration 29Q: 3 clusters Score -1.167894e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -11678926.000000 Penalty: 3719.350098
	Iteration 30Q: 3 clusters Score -1.167893e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -11678926.000000 Penalty: 3719.350098
	Iteration 31Q: 3 clusters Score -1.167893e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -11678927.000000 Penalty: 3719.350098
	Iteration 32Q: 3 clusters Score -1.167893e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -11678943.000000 Penalty: 3719.350098
	Iteration 33Q: 3 clusters Score -1.167894e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -11678933.000000 Penalty: 3719.350098
	Iteration 34Q: 3 clusters Score -1.167893e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -11678919.000000 Penalty: 3719.350098
	Iteration 35Q: 3 clusters Score -1.167892e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -11678879.000000 Penalty: 3719.350098
	Iteration 36Q: 3 clusters Score -1.167888e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -11678899.000000 Penalty: 3719.350098
	Iteration 37Q: 3 clusters Score -1.16789e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -11678904.000000 Penalty: 3719.350098
	Iteration 38Q: 3 clusters Score -1.16789e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -11678890.000000 Penalty: 3719.350098
	Iteration 39Q: 3 clusters Score -1.167889e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -11678898.000000 Penalty: 3719.350098
	Iteration 40F: 3 clusters Score -1.16789e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -11678878.000000 Penalty: 3719.350098
	Iteration 41Q: 3 clusters Score -1.167888e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -11678880.000000 Penalty: 3719.350098
	Iteration 42Q: 3 clusters Score -1.167888e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -11678883.000000 Penalty: 3719.350098
	Iteration 43Q: 3 clusters Score -1.167888e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -11678852.000000 Penalty: 3719.350098
	Iteration 44Q: 3 clusters Score -1.167885e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -11678853.000000 Penalty: 3719.350098
	Iteration 45Q: 3 clusters Score -1.167885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -11678856.000000 Penalty: 3719.350098
	Iteration 46Q: 3 clusters Score -1.167886e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -11678860.000000 Penalty: 3719.350098
	Iteration 47Q: 3 clusters Score -1.167886e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -11678843.000000 Penalty: 3719.350098
	Iteration 48Q: 3 clusters Score -1.167884e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -11678857.000000 Penalty: 3719.350098
	Iteration 49Q: 3 clusters Score -1.167886e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -11678850.000000 Penalty: 3719.350098
	Iteration 50Q: 3 clusters Score -1.167885e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -11678844.000000 Penalty: 3719.350098
	Iteration 51Q: 3 clusters Score -1.167884e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -11678839.000000 Penalty: 3719.350098
	Iteration 52Q: 3 clusters Score -1.167884e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -11678853.000000 Penalty: 3719.350098
	Iteration 53Q: 3 clusters Score -1.167885e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -11678854.000000 Penalty: 3719.350098
	Iteration 54Q: 3 clusters Score -1.167885e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -11678843.000000 Penalty: 3719.350098
	Iteration 55Q: 3 clusters Score -1.167884e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -11678823.000000 Penalty: 3719.350098
	Iteration 56Q: 3 clusters Score -1.167882e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -11678822.000000 Penalty: 3719.350098
	Iteration 57Q: 3 clusters Score -1.167882e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -11678818.000000 Penalty: 3719.350098
	Iteration 58Q: 3 clusters Score -1.167882e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -11678814.000000 Penalty: 3719.350098
	Iteration 59Q: 3 clusters Score -1.167881e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -11678814.000000 Penalty: 3719.350098
	Iteration 60F: 3 clusters Score -1.167881e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -11678819.000000 Penalty: 3719.350098
	Iteration 61Q: 3 clusters Score -1.167882e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -11678810.000000 Penalty: 3719.350098
	Iteration 62Q: 3 clusters Score -1.167881e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -11678828.000000 Penalty: 3719.350098
	Iteration 63Q: 3 clusters Score -1.167883e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -11678846.000000 Penalty: 3719.350098
	Iteration 64Q: 3 clusters Score -1.167885e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -11678826.000000 Penalty: 3719.350098
	Iteration 65Q: 3 clusters Score -1.167883e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -11678794.000000 Penalty: 3719.350098
	Iteration 66Q: 3 clusters Score -1.167879e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -11678781.000000 Penalty: 3719.350098
	Iteration 67Q: 3 clusters Score -1.167878e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -11678776.000000 Penalty: 3719.350098
	Iteration 68Q: 3 clusters Score -1.167878e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -11678757.000000 Penalty: 3719.350098
	Iteration 69Q: 3 clusters Score -1.167876e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -11678745.000000 Penalty: 3719.350098
	Iteration 70Q: 3 clusters Score -1.167874e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -11678765.000000 Penalty: 3719.350098
	Iteration 71Q: 3 clusters Score -1.167876e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -11678767.000000 Penalty: 3719.350098
	Iteration 72Q: 3 clusters Score -1.167877e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -11678758.000000 Penalty: 3719.350098
	Iteration 73Q: 3 clusters Score -1.167876e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -11678733.000000 Penalty: 3719.350098
	Iteration 74Q: 3 clusters Score -1.167873e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -11678722.000000 Penalty: 3719.350098
	Iteration 75Q: 3 clusters Score -1.167872e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -11678722.000000 Penalty: 3719.350098
	Iteration 76Q: 3 clusters Score -1.167872e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -11678729.000000 Penalty: 3719.350098
	Iteration 77Q: 3 clusters Score -1.167873e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -11678724.000000 Penalty: 3719.350098
	Iteration 78Q: 3 clusters Score -1.167872e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -11678726.000000 Penalty: 3719.350098
	Iteration 79Q: 3 clusters Score -1.167873e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -11678715.000000 Penalty: 3719.350098
	Iteration 80F: 3 clusters Score -1.167872e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -11678728.000000 Penalty: 3719.350098
	Iteration 81Q: 3 clusters Score -1.167873e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -11678710.000000 Penalty: 3719.350098
	Iteration 82Q: 3 clusters Score -1.167871e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -11678712.000000 Penalty: 3719.350098
	Iteration 83Q: 3 clusters Score -1.167871e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -11678701.000000 Penalty: 3719.350098
	Iteration 84Q: 3 clusters Score -1.16787e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -11678689.000000 Penalty: 3719.350098
	Iteration 85Q: 3 clusters Score -1.167869e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -11678716.000000 Penalty: 3719.350098
	Iteration 86Q: 3 clusters Score -1.167872e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -11678728.000000 Penalty: 3719.350098
	Iteration 87Q: 3 clusters Score -1.167873e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -11678716.000000 Penalty: 3719.350098
	Iteration 88Q: 3 clusters Score -1.167872e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -11678715.000000 Penalty: 3719.350098
	Iteration 89Q: 3 clusters Score -1.167872e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -11678704.000000 Penalty: 3719.350098
	Iteration 90Q: 3 clusters Score -1.16787e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -11678685.000000 Penalty: 3719.350098
	Iteration 91Q: 3 clusters Score -1.167868e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -11678675.000000 Penalty: 3719.350098
	Iteration 92Q: 3 clusters Score -1.167868e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -11678674.000000 Penalty: 3719.350098
	Iteration 93Q: 3 clusters Score -1.167867e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -11678660.000000 Penalty: 3719.350098
	Iteration 94Q: 3 clusters Score -1.167866e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -11678650.000000 Penalty: 3719.350098
	Iteration 95Q: 3 clusters Score -1.167865e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -11678671.000000 Penalty: 3719.350098
	Iteration 96Q: 3 clusters Score -1.167867e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -11678663.000000 Penalty: 3719.350098
	Iteration 97Q: 3 clusters Score -1.167866e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -11678646.000000 Penalty: 3719.350098
	Iteration 98Q: 3 clusters Score -1.167865e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -11678616.000000 Penalty: 3719.350098
	Iteration 99Q: 3 clusters Score -1.167862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -11678614.000000 Penalty: 3719.350098
	Iteration 100F: 3 clusters Score -1.167861e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -11678612.000000 Penalty: 3719.350098
	Iteration 101Q: 3 clusters Score -1.167861e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -11678594.000000 Penalty: 3719.350098
	Iteration 102Q: 3 clusters Score -1.167859e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -11678611.000000 Penalty: 3719.350098
	Iteration 103Q: 3 clusters Score -1.167861e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -11678603.000000 Penalty: 3719.350098
	Iteration 104Q: 3 clusters Score -1.16786e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -11678599.000000 Penalty: 3719.350098
	Iteration 105Q: 3 clusters Score -1.16786e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -11678594.000000 Penalty: 3719.350098
	Iteration 106Q: 3 clusters Score -1.167859e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -11678582.000000 Penalty: 3719.350098
	Iteration 107Q: 3 clusters Score -1.167858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -11678582.000000 Penalty: 3719.350098
	Iteration 108Q: 3 clusters Score -1.167858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -11678585.000000 Penalty: 3719.350098
	Iteration 109Q: 3 clusters Score -1.167858e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -11678583.000000 Penalty: 3719.350098
	Iteration 110Q: 3 clusters Score -1.167858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -11678580.000000 Penalty: 3719.350098
	Iteration 111Q: 3 clusters Score -1.167858e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -11678576.000000 Penalty: 3719.350098
	Iteration 112Q: 3 clusters Score -1.167858e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -11678567.000000 Penalty: 3719.350098
	Iteration 113Q: 3 clusters Score -1.167857e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -11678572.000000 Penalty: 3719.350098
	Iteration 114Q: 3 clusters Score -1.167857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -11678566.000000 Penalty: 3719.350098
	Iteration 115Q: 3 clusters Score -1.167857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -11678573.000000 Penalty: 3719.350098
	Iteration 116Q: 3 clusters Score -1.167857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -11678593.000000 Penalty: 3719.350098
	Iteration 117Q: 3 clusters Score -1.167859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -11678582.000000 Penalty: 3719.350098
	Iteration 118Q: 3 clusters Score -1.167858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -11678599.000000 Penalty: 3719.350098
	Iteration 119Q: 3 clusters Score -1.16786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -11678601.000000 Penalty: 3719.350098
	Iteration 120F: 3 clusters Score -1.16786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -11678602.000000 Penalty: 3719.350098
	Iteration 121Q: 3 clusters Score -1.16786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -11678614.000000 Penalty: 3719.350098
	Iteration 122Q: 3 clusters Score -1.167861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -11678609.000000 Penalty: 3719.350098
	Iteration 123Q: 3 clusters Score -1.167861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -11678589.000000 Penalty: 3719.350098
	Iteration 124Q: 3 clusters Score -1.167859e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -11678610.000000 Penalty: 3719.350098
	Iteration 125Q: 3 clusters Score -1.167861e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -11678597.000000 Penalty: 3719.350098
	Iteration 126Q: 3 clusters Score -1.16786e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -11678603.000000 Penalty: 3719.350098
	Iteration 127Q: 3 clusters Score -1.16786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -11678598.000000 Penalty: 3719.350098
	Iteration 128Q: 3 clusters Score -1.16786e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -11678602.000000 Penalty: 3719.350098
	Iteration 129Q: 3 clusters Score -1.16786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -11678599.000000 Penalty: 3719.350098
	Iteration 130Q: 3 clusters Score -1.16786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -11678592.000000 Penalty: 3719.350098
	Iteration 131Q: 3 clusters Score -1.167859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -11678584.000000 Penalty: 3719.350098
	Iteration 132Q: 3 clusters Score -1.167858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -11678600.000000 Penalty: 3719.350098
	Iteration 133Q: 3 clusters Score -1.16786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -11678594.000000 Penalty: 3719.350098
	Iteration 134Q: 3 clusters Score -1.167859e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -11678614.000000 Penalty: 3719.350098
	Iteration 135Q: 3 clusters Score -1.167861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -11678600.000000 Penalty: 3719.350098
	Iteration 136Q: 3 clusters Score -1.16786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -11678612.000000 Penalty: 3719.350098
	Iteration 137Q: 3 clusters Score -1.167861e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -11678610.000000 Penalty: 3719.350098
	Iteration 138Q: 3 clusters Score -1.167861e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -11678606.000000 Penalty: 3719.350098
	Iteration 139Q: 3 clusters Score -1.167861e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -11678590.000000 Penalty: 3719.350098
	Iteration 140F: 3 clusters Score -1.167859e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -11678597.000000 Penalty: 3719.350098
	Iteration 141Q: 3 clusters Score -1.16786e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -11678601.000000 Penalty: 3719.350098
	Iteration 142Q: 3 clusters Score -1.16786e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -11678585.000000 Penalty: 3719.350098
	Iteration 143Q: 3 clusters Score -1.167858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -11678575.000000 Penalty: 3719.350098
	Iteration 144Q: 3 clusters Score -1.167858e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -11678567.000000 Penalty: 3719.350098
	Iteration 145Q: 3 clusters Score -1.167857e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -11678558.000000 Penalty: 3719.350098
	Iteration 146Q: 3 clusters Score -1.167856e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -11678532.000000 Penalty: 3719.350098
	Iteration 147Q: 3 clusters Score -1.167853e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -11678541.000000 Penalty: 3719.350098
	Iteration 148Q: 3 clusters Score -1.167854e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -11678548.000000 Penalty: 3719.350098
	Iteration 149Q: 3 clusters Score -1.167855e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -11678546.000000 Penalty: 3719.350098
	Iteration 150Q: 3 clusters Score -1.167855e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -11678555.000000 Penalty: 3719.350098
	Iteration 151Q: 3 clusters Score -1.167856e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -11678554.000000 Penalty: 3719.350098
	Iteration 152Q: 3 clusters Score -1.167855e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -11678551.000000 Penalty: 3719.350098
	Iteration 153Q: 3 clusters Score -1.167855e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -11678557.000000 Penalty: 3719.350098
	Iteration 154Q: 3 clusters Score -1.167856e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -11678544.000000 Penalty: 3719.350098
	Iteration 155Q: 3 clusters Score -1.167854e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -11678526.000000 Penalty: 3719.350098
	Iteration 156Q: 3 clusters Score -1.167853e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -11678540.000000 Penalty: 3719.350098
	Iteration 157Q: 3 clusters Score -1.167854e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -11678551.000000 Penalty: 3719.350098
	Iteration 158Q: 3 clusters Score -1.167855e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -11678569.000000 Penalty: 3719.350098
	Iteration 159Q: 3 clusters Score -1.167857e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -11678560.000000 Penalty: 3719.350098
	Iteration 160F: 3 clusters Score -1.167856e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -11678560.000000 Penalty: 3719.350098
	Iteration 161Q: 3 clusters Score -1.167856e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -11678546.000000 Penalty: 3719.350098
	Iteration 162Q: 3 clusters Score -1.167855e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -11678538.000000 Penalty: 3719.350098
	Iteration 163Q: 3 clusters Score -1.167854e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -11678528.000000 Penalty: 3719.350098
	Iteration 164Q: 3 clusters Score -1.167853e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -11678522.000000 Penalty: 3719.350098
	Iteration 165Q: 3 clusters Score -1.167852e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -11678529.000000 Penalty: 3719.350098
	Iteration 166Q: 3 clusters Score -1.167853e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -11678525.000000 Penalty: 3719.350098
	Iteration 167Q: 3 clusters Score -1.167852e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -11678534.000000 Penalty: 3719.350098
	Iteration 168Q: 3 clusters Score -1.167853e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -11678504.000000 Penalty: 3719.350098
	Iteration 169Q: 3 clusters Score -1.16785e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -11678516.000000 Penalty: 3719.350098
	Iteration 170Q: 3 clusters Score -1.167852e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -11678503.000000 Penalty: 3719.350098
	Iteration 171Q: 3 clusters Score -1.16785e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -11678497.000000 Penalty: 3719.350098
	Iteration 172Q: 3 clusters Score -1.16785e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -11678491.000000 Penalty: 3719.350098
	Iteration 173Q: 3 clusters Score -1.167849e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -11678497.000000 Penalty: 3719.350098
	Iteration 174Q: 3 clusters Score -1.16785e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -11678495.000000 Penalty: 3719.350098
	Iteration 175Q: 3 clusters Score -1.16785e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -11678502.000000 Penalty: 3719.350098
	Iteration 176Q: 3 clusters Score -1.16785e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -11678493.000000 Penalty: 3719.350098
	Iteration 177Q: 3 clusters Score -1.167849e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -11678483.000000 Penalty: 3719.350098
	Iteration 178Q: 3 clusters Score -1.167848e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -11678493.000000 Penalty: 3719.350098
	Iteration 179Q: 3 clusters Score -1.167849e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -11678494.000000 Penalty: 3719.350098
	Iteration 180F: 3 clusters Score -1.167849e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -11678484.000000 Penalty: 3719.350098
	Iteration 181Q: 3 clusters Score -1.167848e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -11678470.000000 Penalty: 3719.350098
	Iteration 182Q: 3 clusters Score -1.167847e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -11678454.000000 Penalty: 3719.350098
	Iteration 183Q: 3 clusters Score -1.167845e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -11678459.000000 Penalty: 3719.350098
	Iteration 184Q: 3 clusters Score -1.167846e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -11678460.000000 Penalty: 3719.350098
	Iteration 185Q: 3 clusters Score -1.167846e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -11678432.000000 Penalty: 3719.350098
	Iteration 186Q: 3 clusters Score -1.167843e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -11678425.000000 Penalty: 3719.350098
	Iteration 187Q: 3 clusters Score -1.167842e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -11678404.000000 Penalty: 3719.350098
	Iteration 188Q: 3 clusters Score -1.16784e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -11678377.000000 Penalty: 3719.350098
	Iteration 189Q: 3 clusters Score -1.167838e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -11678370.000000 Penalty: 3719.350098
	Iteration 190Q: 3 clusters Score -1.167837e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -11678339.000000 Penalty: 3719.350098
	Iteration 191Q: 3 clusters Score -1.167834e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -11678356.000000 Penalty: 3719.350098
	Iteration 192Q: 3 clusters Score -1.167836e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -11678355.000000 Penalty: 3719.350098
	Iteration 193Q: 3 clusters Score -1.167836e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -11678348.000000 Penalty: 3719.350098
	Iteration 194Q: 3 clusters Score -1.167835e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -11678329.000000 Penalty: 3719.350098
	Iteration 195Q: 3 clusters Score -1.167833e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -11678317.000000 Penalty: 3719.350098
	Iteration 196Q: 3 clusters Score -1.167832e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -11678309.000000 Penalty: 3719.350098
	Iteration 197Q: 3 clusters Score -1.167831e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -11678265.000000 Penalty: 3719.350098
	Iteration 198Q: 3 clusters Score -1.167826e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -11678207.000000 Penalty: 3719.350098
	Iteration 199Q: 3 clusters Score -1.167821e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -11678243.000000 Penalty: 3719.350098
	Iteration 200F: 3 clusters Score -1.167824e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -11678227.000000 Penalty: 3719.350098
	Iteration 201Q: 3 clusters Score -1.167823e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -11678239.000000 Penalty: 3719.350098
	Iteration 202Q: 3 clusters Score -1.167824e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -11678206.000000 Penalty: 3719.350098
	Iteration 203Q: 3 clusters Score -1.167821e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -11678182.000000 Penalty: 3719.350098
	Iteration 204Q: 3 clusters Score -1.167818e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -11678118.000000 Penalty: 3719.350098
	Iteration 205Q: 3 clusters Score -1.167812e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 67319 members 
Entering Unmasked Estep 
Score: -11678107.000000 Penalty: 3719.350098
	Iteration 206Q: 3 clusters Score -1.167811e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -11678090.000000 Penalty: 3719.350098
	Iteration 207Q: 3 clusters Score -1.167809e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -11678043.000000 Penalty: 3719.350098
	Iteration 208Q: 3 clusters Score -1.167804e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -11678041.000000 Penalty: 3719.350098
	Iteration 209Q: 3 clusters Score -1.167804e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -11678026.000000 Penalty: 3719.350098
	Iteration 210Q: 3 clusters Score -1.167803e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -11678000.000000 Penalty: 3719.350098
	Iteration 211Q: 3 clusters Score -1.1678e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -11678000.000000 Penalty: 3719.350098
	Iteration 212Q: 3 clusters Score -1.1678e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -11678028.000000 Penalty: 3719.350098
	Iteration 213Q: 3 clusters Score -1.167803e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -11678034.000000 Penalty: 3719.350098
	Iteration 214Q: 3 clusters Score -1.167803e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -11678071.000000 Penalty: 3719.350098
	Iteration 215Q: 3 clusters Score -1.167807e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -11678108.000000 Penalty: 3719.350098
	Iteration 216Q: 3 clusters Score -1.167811e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -11678145.000000 Penalty: 3719.350098
	Iteration 217Q: 3 clusters Score -1.167814e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
Score: -11678164.000000 Penalty: 3719.350098
	Iteration 218Q: 3 clusters Score -1.167816e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -11678183.000000 Penalty: 3719.350098
	Iteration 219Q: 3 clusters Score -1.167818e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -11678249.000000 Penalty: 3719.350098
	Iteration 220F: 3 clusters Score -1.167825e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -11678314.000000 Penalty: 3719.350098
	Iteration 221Q: 3 clusters Score -1.167831e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -11678420.000000 Penalty: 3719.350098
	Iteration 222Q: 3 clusters Score -1.167842e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -11678462.000000 Penalty: 3719.350098
	Iteration 223Q: 3 clusters Score -1.167846e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -11678490.000000 Penalty: 3719.350098
	Iteration 224Q: 3 clusters Score -1.167849e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -11678600.000000 Penalty: 3719.350098
	Iteration 225Q: 3 clusters Score -1.16786e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -11678665.000000 Penalty: 3719.350098
	Iteration 226Q: 3 clusters Score -1.167866e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -11678797.000000 Penalty: 3719.350098
	Iteration 227Q: 3 clusters Score -1.16788e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -11678910.000000 Penalty: 3719.350098
	Iteration 228Q: 3 clusters Score -1.167891e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -11679251.000000 Penalty: 3719.350098
	Iteration 229Q: 3 clusters Score -1.167925e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -11679652.000000 Penalty: 3719.350098
	Iteration 230Q: 3 clusters Score -1.167965e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -11680069.000000 Penalty: 3719.350098
	Iteration 231Q: 3 clusters Score -1.168007e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -11680384.000000 Penalty: 3719.350098
	Iteration 232Q: 3 clusters Score -1.168038e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -11680648.000000 Penalty: 3719.350098
	Iteration 233Q: 3 clusters Score -1.168065e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -11680865.000000 Penalty: 3719.350098
	Iteration 234Q: 3 clusters Score -1.168086e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -11681038.000000 Penalty: 3719.350098
	Iteration 235Q: 3 clusters Score -1.168104e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -11681244.000000 Penalty: 3719.350098
	Iteration 236Q: 3 clusters Score -1.168124e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 87420 members 
Entering Unmasked Estep 
Score: -11681403.000000 Penalty: 3719.350098
	Iteration 237Q: 3 clusters Score -1.16814e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -11681500.000000 Penalty: 3719.350098
	Iteration 238Q: 3 clusters Score -1.16815e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -11681553.000000 Penalty: 3719.350098
	Iteration 239Q: 3 clusters Score -1.168155e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 89240 members 
Entering Unmasked Estep 
Score: -11681573.000000 Penalty: 3719.350098
	Iteration 240F: 3 clusters Score -1.168157e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 89771 members 
Entering Unmasked Estep 
Score: -11681564.000000 Penalty: 3719.350098
	Iteration 241Q: 3 clusters Score -1.168156e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -11681466.000000 Penalty: 3719.350098
	Iteration 242Q: 3 clusters Score -1.168147e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -11681338.000000 Penalty: 3719.350098
	Iteration 243Q: 3 clusters Score -1.168134e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -11681260.000000 Penalty: 3719.350098
	Iteration 244Q: 3 clusters Score -1.168126e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -11681217.000000 Penalty: 3719.350098
	Iteration 245Q: 3 clusters Score -1.168122e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -11681181.000000 Penalty: 3719.350098
	Iteration 246Q: 3 clusters Score -1.168118e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 91866 members 
Entering Unmasked Estep 
Score: -11681158.000000 Penalty: 3719.350098
	Iteration 247Q: 3 clusters Score -1.168116e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 92067 members 
Entering Unmasked Estep 
Score: -11681078.000000 Penalty: 3719.350098
	Iteration 248Q: 3 clusters Score -1.168108e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 92230 members 
Entering Unmasked Estep 
Score: -11681043.000000 Penalty: 3719.350098
	Iteration 249Q: 3 clusters Score -1.168104e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -11681016.000000 Penalty: 3719.350098
	Iteration 250Q: 3 clusters Score -1.168102e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -11680960.000000 Penalty: 3719.350098
	Iteration 251Q: 3 clusters Score -1.168096e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 92518 members 
Entering Unmasked Estep 
Score: -11680912.000000 Penalty: 3719.350098
	Iteration 252Q: 3 clusters Score -1.168091e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -11680894.000000 Penalty: 3719.350098
	Iteration 253Q: 3 clusters Score -1.168089e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -11680896.000000 Penalty: 3719.350098
	Iteration 254Q: 3 clusters Score -1.16809e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 92676 members 
Entering Unmasked Estep 
Score: -11680890.000000 Penalty: 3719.350098
	Iteration 255Q: 3 clusters Score -1.168089e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 92714 members 
Entering Unmasked Estep 
Score: -11680898.000000 Penalty: 3719.350098
	Iteration 256Q: 3 clusters Score -1.16809e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -11680905.000000 Penalty: 3719.350098
	Iteration 257Q: 3 clusters Score -1.16809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -11680890.000000 Penalty: 3719.350098
	Iteration 258Q: 3 clusters Score -1.168089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 92766 members 
Entering Unmasked Estep 
Score: -11680879.000000 Penalty: 3719.350098
	Iteration 259Q: 3 clusters Score -1.168088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 92785 members 
Entering Unmasked Estep 
Score: -11680879.000000 Penalty: 3719.350098
	Iteration 260F: 3 clusters Score -1.168088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 92797 members 
Entering Unmasked Estep 
Score: -11680874.000000 Penalty: 3719.350098
	Iteration 261Q: 3 clusters Score -1.168087e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -11680875.000000 Penalty: 3719.350098
	Iteration 262Q: 3 clusters Score -1.168088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 92814 members 
Entering Unmasked Estep 
Score: -11680882.000000 Penalty: 3719.350098
	Iteration 263Q: 3 clusters Score -1.168088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 92818 members 
Entering Unmasked Estep 
Score: -11680878.000000 Penalty: 3719.350098
	Iteration 264Q: 3 clusters Score -1.168088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -11680876.000000 Penalty: 3719.350098
	Iteration 265Q: 3 clusters Score -1.168088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 92827 members 
Entering Unmasked Estep 
Score: -11680877.000000 Penalty: 3719.350098
	Iteration 266Q: 3 clusters Score -1.168088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 92827 members 
Entering Unmasked Estep 
Score: -11680880.000000 Penalty: 3719.350098
	Iteration 267Q: 3 clusters Score -1.168088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -11680877.000000 Penalty: 3719.350098
	Iteration 268Q: 3 clusters Score -1.168088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -11680877.000000 Penalty: 3719.350098
	Iteration 269Q: 3 clusters Score -1.168088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -11680877.000000 Penalty: 3719.350098
	Iteration 270F: 3 clusters Score -1.168088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -11800.967773 Penalty: 794.681702
	Iteration 0F: 2 clusters Score -11800.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11178.532227 Penalty: 1589.363403
	Iteration 0F: 3 clusters Score -11178.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11249.439453 Penalty: 1589.363403
	Iteration 1F: 3 clusters Score -11249.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11266.711914 Penalty: 1589.363403
	Iteration 2Q: 3 clusters Score -11266.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11266.711914 Penalty: 1589.363403
	Iteration 3F: 3 clusters Score -11266.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (86796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Entering Unmasked Estep 
Score: -10766577.000000 Penalty: 1847.838867
	Iteration 0F: 2 clusters Score -1.076658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -10710022.000000 Penalty: 3695.677734
	Iteration 0F: 3 clusters Score -1.071002e+07 nChanged 41306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -10733226.000000 Penalty: 3695.677734
	Iteration 1F: 3 clusters Score -1.073323e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -10733810.000000 Penalty: 3695.677734
	Iteration 2Q: 3 clusters Score -1.073381e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -10734792.000000 Penalty: 3695.677734
	Iteration 3Q: 3 clusters Score -1.073479e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -10736063.000000 Penalty: 3695.677734
	Iteration 4Q: 3 clusters Score -1.073606e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -10738127.000000 Penalty: 3695.677734
	Iteration 5Q: 3 clusters Score -1.073813e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -10741321.000000 Penalty: 3695.677734
	Iteration 6F: 3 clusters Score -1.074132e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -10745628.000000 Penalty: 3695.677734
	Iteration 7F: 3 clusters Score -1.074563e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -10749533.000000 Penalty: 3695.677734
	Iteration 8F: 3 clusters Score -1.074953e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -10751535.000000 Penalty: 3695.677734
	Iteration 9F: 3 clusters Score -1.075154e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -10752174.000000 Penalty: 3695.677734
	Iteration 10Q: 3 clusters Score -1.075217e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -10752549.000000 Penalty: 3695.677734
	Iteration 11Q: 3 clusters Score -1.075255e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -10752836.000000 Penalty: 3695.677734
	Iteration 12Q: 3 clusters Score -1.075284e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -10753219.000000 Penalty: 3695.677734
	Iteration 13Q: 3 clusters Score -1.075322e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -10753597.000000 Penalty: 3695.677734
	Iteration 14Q: 3 clusters Score -1.07536e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -10754105.000000 Penalty: 3695.677734
	Iteration 15Q: 3 clusters Score -1.07541e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -10754519.000000 Penalty: 3695.677734
	Iteration 16Q: 3 clusters Score -1.075452e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -10754985.000000 Penalty: 3695.677734
	Iteration 17Q: 3 clusters Score -1.075498e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -10755447.000000 Penalty: 3695.677734
	Iteration 18Q: 3 clusters Score -1.075545e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -10755967.000000 Penalty: 3695.677734
	Iteration 19Q: 3 clusters Score -1.075597e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -10756579.000000 Penalty: 3695.677734
	Iteration 20F: 3 clusters Score -1.075658e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -10757233.000000 Penalty: 3695.677734
	Iteration 21Q: 3 clusters Score -1.075723e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -10757930.000000 Penalty: 3695.677734
	Iteration 22Q: 3 clusters Score -1.075793e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -10758646.000000 Penalty: 3695.677734
	Iteration 23Q: 3 clusters Score -1.075865e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -10759381.000000 Penalty: 3695.677734
	Iteration 24Q: 3 clusters Score -1.075938e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -10760268.000000 Penalty: 3695.677734
	Iteration 25Q: 3 clusters Score -1.076027e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -10761061.000000 Penalty: 3695.677734
	Iteration 26Q: 3 clusters Score -1.076106e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -10761924.000000 Penalty: 3695.677734
	Iteration 27Q: 3 clusters Score -1.076192e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -10762700.000000 Penalty: 3695.677734
	Iteration 28Q: 3 clusters Score -1.07627e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82766 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -10763247.000000 Penalty: 3695.677734
	Iteration 29Q: 3 clusters Score -1.076325e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -10763680.000000 Penalty: 3695.677734
	Iteration 30Q: 3 clusters Score -1.076368e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -10764012.000000 Penalty: 3695.677734
	Iteration 31Q: 3 clusters Score -1.076401e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -10764215.000000 Penalty: 3695.677734
	Iteration 32Q: 3 clusters Score -1.076422e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10764389.000000 Penalty: 3695.677734
	Iteration 33Q: 3 clusters Score -1.076439e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -10764553.000000 Penalty: 3695.677734
	Iteration 34Q: 3 clusters Score -1.076455e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85896 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10764652.000000 Penalty: 3695.677734
	Iteration 35Q: 3 clusters Score -1.076465e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10764752.000000 Penalty: 3695.677734
	Iteration 36Q: 3 clusters Score -1.076475e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10764838.000000 Penalty: 3695.677734
	Iteration 37Q: 3 clusters Score -1.076484e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10764861.000000 Penalty: 3695.677734
	Iteration 38Q: 3 clusters Score -1.076486e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10764885.000000 Penalty: 3695.677734
	Iteration 39Q: 3 clusters Score -1.076488e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86348 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10764911.000000 Penalty: 3695.677734
	Iteration 40F: 3 clusters Score -1.076491e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10764936.000000 Penalty: 3695.677734
	Iteration 41Q: 3 clusters Score -1.076494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86414 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10764950.000000 Penalty: 3695.677734
	Iteration 42Q: 3 clusters Score -1.076495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10764959.000000 Penalty: 3695.677734
	Iteration 43Q: 3 clusters Score -1.076496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10764961.000000 Penalty: 3695.677734
	Iteration 44Q: 3 clusters Score -1.076496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10764963.000000 Penalty: 3695.677734
	Iteration 45Q: 3 clusters Score -1.076496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10764971.000000 Penalty: 3695.677734
	Iteration 46Q: 3 clusters Score -1.076497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10764972.000000 Penalty: 3695.677734
	Iteration 47Q: 3 clusters Score -1.076497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10764975.000000 Penalty: 3695.677734
	Iteration 48Q: 3 clusters Score -1.076498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86458 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10764979.000000 Penalty: 3695.677734
	Iteration 49Q: 3 clusters Score -1.076498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10765000.000000 Penalty: 3695.677734
	Iteration 50Q: 3 clusters Score -1.0765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86469 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10765000.000000 Penalty: 3695.677734
	Iteration 51Q: 3 clusters Score -1.0765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10764997.000000 Penalty: 3695.677734
	Iteration 52Q: 3 clusters Score -1.0765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10764997.000000 Penalty: 3695.677734
	Iteration 53F: 3 clusters Score -1.0765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -21415.763672 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -21415.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20644.886719 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -20644.89 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20837.216797 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -20837.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20909.935547 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -20909.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20940.175781 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -20940.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20960.257812 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -20960.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20965.757812 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -20965.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20969.324219 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -20969.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20969.324219 Penalty: 1855.888672
	Iteration 7F: 3 clusters Score -20969.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19176.328125 Penalty: 872.728638
	Iteration 0F: 2 clusters Score -19176.33 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 108 members 
Entering Unmasked Estep 
Score: -18408.255859 Penalty: 1745.457275
	Iteration 0F: 3 clusters Score -18408.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18533.867188 Penalty: 1745.457275
	Iteration 1F: 3 clusters Score -18533.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18599.220703 Penalty: 1745.457275
	Iteration 2F: 3 clusters Score -18599.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18625.234375 Penalty: 1745.457275
	Iteration 3Q: 3 clusters Score -18625.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18653.683594 Penalty: 1745.457275
	Iteration 4Q: 3 clusters Score -18653.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18677.896484 Penalty: 1745.457275
	Iteration 5Q: 3 clusters Score -18677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18691.798828 Penalty: 1745.457275
	Iteration 6Q: 3 clusters Score -18691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18693.585938 Penalty: 1745.457275
	Iteration 7Q: 3 clusters Score -18693.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18693.585938 Penalty: 1745.457275
	Iteration 8F: 3 clusters Score -18693.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Entering Unmasked Estep 
Score: -1497046.125000 Penalty: 1521.190430
	Iteration 0F: 2 clusters Score -1497046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1488931.500000 Penalty: 3042.380859
	Iteration 0F: 3 clusters Score -1488932 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1491618.500000 Penalty: 3042.380859
	Iteration 1F: 3 clusters Score -1491618 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1491826.500000 Penalty: 3042.380859
	Iteration 2F: 3 clusters Score -1491826 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1491995.000000 Penalty: 3042.380859
	Iteration 3Q: 3 clusters Score -1491995 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1492142.250000 Penalty: 3042.380859
	Iteration 4Q: 3 clusters Score -1492142 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1492268.500000 Penalty: 3042.380859
	Iteration 5Q: 3 clusters Score -1492268 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1492396.500000 Penalty: 3042.380859
	Iteration 6Q: 3 clusters Score -1492396 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1492554.375000 Penalty: 3042.380859
	Iteration 7Q: 3 clusters Score -1492554 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1492734.000000 Penalty: 3042.380859
	Iteration 8Q: 3 clusters Score -1492734 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1493007.000000 Penalty: 3042.380859
	Iteration 9Q: 3 clusters Score -1493007 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1493376.375000 Penalty: 3042.380859
	Iteration 10Q: 3 clusters Score -1493376 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1493814.000000 Penalty: 3042.380859
	Iteration 11Q: 3 clusters Score -1493814 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1494230.125000 Penalty: 3042.380859
	Iteration 12Q: 3 clusters Score -1494230 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1494584.500000 Penalty: 3042.380859
	Iteration 13Q: 3 clusters Score -1494584 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1494818.875000 Penalty: 3042.380859
	Iteration 14Q: 3 clusters Score -1494819 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1494933.375000 Penalty: 3042.380859
	Iteration 15Q: 3 clusters Score -1494933 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1495002.500000 Penalty: 3042.380859
	Iteration 16Q: 3 clusters Score -1495002 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1495041.750000 Penalty: 3042.380859
	Iteration 17Q: 3 clusters Score -1495042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1495064.375000 Penalty: 3042.380859
	Iteration 18Q: 3 clusters Score -1495064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1495087.375000 Penalty: 3042.380859
	Iteration 19Q: 3 clusters Score -1495087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1495099.125000 Penalty: 3042.380859
	Iteration 20F: 3 clusters Score -1495099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1495114.125000 Penalty: 3042.380859
	Iteration 21Q: 3 clusters Score -1495114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1495127.125000 Penalty: 3042.380859
	Iteration 22Q: 3 clusters Score -1495127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1495133.125000 Penalty: 3042.380859
	Iteration 23Q: 3 clusters Score -1495133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1495140.500000 Penalty: 3042.380859
	Iteration 24Q: 3 clusters Score -1495140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1495141.125000 Penalty: 3042.380859
	Iteration 25Q: 3 clusters Score -1495141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1495147.250000 Penalty: 3042.380859
	Iteration 26Q: 3 clusters Score -1495147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1495150.375000 Penalty: 3042.380859
	Iteration 27Q: 3 clusters Score -1495150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1495155.500000 Penalty: 3042.380859
	Iteration 28Q: 3 clusters Score -1495156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1495156.500000 Penalty: 3042.380859
	Iteration 29Q: 3 clusters Score -1495156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1495162.125000 Penalty: 3042.380859
	Iteration 30Q: 3 clusters Score -1495162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1495164.875000 Penalty: 3042.380859
	Iteration 31Q: 3 clusters Score -1495165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1495168.125000 Penalty: 3042.380859
	Iteration 32Q: 3 clusters Score -1495168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1495174.875000 Penalty: 3042.380859
	Iteration 33Q: 3 clusters Score -1495175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1495180.375000 Penalty: 3042.380859
	Iteration 34Q: 3 clusters Score -1495180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1495181.250000 Penalty: 3042.380859
	Iteration 35Q: 3 clusters Score -1495181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1495186.625000 Penalty: 3042.380859
	Iteration 36Q: 3 clusters Score -1495187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1495188.000000 Penalty: 3042.380859
	Iteration 37Q: 3 clusters Score -1495188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1495187.375000 Penalty: 3042.380859
	Iteration 38Q: 3 clusters Score -1495187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1495190.125000 Penalty: 3042.380859
	Iteration 39Q: 3 clusters Score -1495190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1495189.875000 Penalty: 3042.380859
	Iteration 40F: 3 clusters Score -1495190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1495193.000000 Penalty: 3042.380859
	Iteration 41Q: 3 clusters Score -1495193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1495194.750000 Penalty: 3042.380859
	Iteration 42Q: 3 clusters Score -1495195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1495192.625000 Penalty: 3042.380859
	Iteration 43Q: 3 clusters Score -1495193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1495197.500000 Penalty: 3042.380859
	Iteration 44Q: 3 clusters Score -1495198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1495195.500000 Penalty: 3042.380859
	Iteration 45Q: 3 clusters Score -1495196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1495198.000000 Penalty: 3042.380859
	Iteration 46Q: 3 clusters Score -1495198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1495204.250000 Penalty: 3042.380859
	Iteration 47Q: 3 clusters Score -1495204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1495206.000000 Penalty: 3042.380859
	Iteration 48Q: 3 clusters Score -1495206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1495211.250000 Penalty: 3042.380859
	Iteration 49Q: 3 clusters Score -1495211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1495219.125000 Penalty: 3042.380859
	Iteration 50Q: 3 clusters Score -1495219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1495222.750000 Penalty: 3042.380859
	Iteration 51Q: 3 clusters Score -1495223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1495222.125000 Penalty: 3042.380859
	Iteration 52Q: 3 clusters Score -1495222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1495224.875000 Penalty: 3042.380859
	Iteration 53Q: 3 clusters Score -1495225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1495231.625000 Penalty: 3042.380859
	Iteration 54Q: 3 clusters Score -1495232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1495234.500000 Penalty: 3042.380859
	Iteration 55Q: 3 clusters Score -1495234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1495238.500000 Penalty: 3042.380859
	Iteration 56Q: 3 clusters Score -1495238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1495244.125000 Penalty: 3042.380859
	Iteration 57Q: 3 clusters Score -1495244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1495246.875000 Penalty: 3042.380859
	Iteration 58Q: 3 clusters Score -1495247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1495247.500000 Penalty: 3042.380859
	Iteration 59Q: 3 clusters Score -1495248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1495252.750000 Penalty: 3042.380859
	Iteration 60F: 3 clusters Score -1495253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1495256.125000 Penalty: 3042.380859
	Iteration 61Q: 3 clusters Score -1495256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1495260.250000 Penalty: 3042.380859
	Iteration 62Q: 3 clusters Score -1495260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1495256.500000 Penalty: 3042.380859
	Iteration 63Q: 3 clusters Score -1495256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1495255.625000 Penalty: 3042.380859
	Iteration 64Q: 3 clusters Score -1495256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1495255.750000 Penalty: 3042.380859
	Iteration 65Q: 3 clusters Score -1495256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1495255.750000 Penalty: 3042.380859
	Iteration 66F: 3 clusters Score -1495256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -47047.597656 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -47047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46035.832031 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -46035.83 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46227.343750 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -46227.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46316.050781 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -46316.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46369.007812 Penalty: 2002.392334
	Iteration 3Q: 3 clusters Score -46369.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46393.992188 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -46393.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46406.394531 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -46406.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46420.394531 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -46420.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46422.601562 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -46422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46427.601562 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -46427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46449.472656 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -46449.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46461.976562 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -46461.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46464.828125 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -46464.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46466.132812 Penalty: 2002.392334
	Iteration 12Q: 3 clusters Score -46466.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46466.132812 Penalty: 2002.392334
	Iteration 13F: 3 clusters Score -46466.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14455 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42676 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 56952 members 
Mstep: Class 10 contains 21148 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76862 members 
Mstep: Class 14 contains 17160 members 
Mstep: Class 15 contains 4637 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83586 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 95528 members 
Mstep: Class 22 contains 93413 members 
Mstep: Class 23 contains 4023 members 
Mstep: Class 24 contains 92544 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 93354 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86796 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 11628 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218440.000000 Penalty: 70941.500000
Iteration 119Q: 33 clusters Score -1.022184e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14442 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42673 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 5456 members 
Mstep: Class 9 contains 56704 members 
Mstep: Class 10 contains 21130 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 76957 members 
Mstep: Class 14 contains 17153 members 
Mstep: Class 15 contains 4638 members 
Mstep: Class 16 contains 17855 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83610 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95519 members 
Mstep: Class 22 contains 93387 members 
Mstep: Class 23 contains 4020 members 
Mstep: Class 24 contains 92587 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 93267 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86743 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 11925 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218648.000000 Penalty: 70941.500000
Iteration 120F: 33 clusters Score -1.022186e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14437 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42670 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 56409 members 
Mstep: Class 10 contains 21119 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77018 members 
Mstep: Class 14 contains 17133 members 
Mstep: Class 15 contains 4639 members 
Mstep: Class 16 contains 17854 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83653 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95502 members 
Mstep: Class 22 contains 93375 members 
Mstep: Class 23 contains 4020 members 
Mstep: Class 24 contains 92610 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 93159 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86717 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 12289 members 
Mstep: Class 32 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218832.000000 Penalty: 70941.500000
Iteration 121Q: 33 clusters Score -1.022188e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14435 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42668 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 56046 members 
Mstep: Class 10 contains 21106 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77050 members 
Mstep: Class 14 contains 17117 members 
Mstep: Class 15 contains 4639 members 
Mstep: Class 16 contains 17854 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 83680 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95462 members 
Mstep: Class 22 contains 93384 members 
Mstep: Class 23 contains 4021 members 
Mstep: Class 24 contains 92641 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 93092 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86718 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 12684 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219072.000000 Penalty: 70941.500000
Iteration 122Q: 33 clusters Score -1.022191e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14422 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 42667 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 55653 members 
Mstep: Class 10 contains 21094 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77085 members 
Mstep: Class 14 contains 17100 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 17855 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83693 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95438 members 
Mstep: Class 22 contains 93401 members 
Mstep: Class 23 contains 4021 members 
Mstep: Class 24 contains 92675 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 93028 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86728 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 13089 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218872.000000 Penalty: 70941.500000
Iteration 123Q: 33 clusters Score -1.022189e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14415 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 42668 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 55304 members 
Mstep: Class 10 contains 21079 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77108 members 
Mstep: Class 14 contains 17070 members 
Mstep: Class 15 contains 4644 members 
Mstep: Class 16 contains 17856 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 83706 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95430 members 
Mstep: Class 22 contains 93390 members 
Mstep: Class 23 contains 4025 members 
Mstep: Class 24 contains 92708 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 92960 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86719 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 13503 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219168.000000 Penalty: 70941.500000
Iteration 124Q: 33 clusters Score -1.022192e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14407 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 5 contains 42670 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 54915 members 
Mstep: Class 10 contains 21058 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77143 members 
Mstep: Class 14 contains 17043 members 
Mstep: Class 15 contains 4646 members 
Mstep: Class 16 contains 17860 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83732 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95406 members 
Mstep: Class 22 contains 93390 members 
Mstep: Class 23 contains 4026 members 
Mstep: Class 24 contains 92729 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 92894 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86710 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 13955 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219328.000000 Penalty: 70941.500000
Iteration 125Q: 33 clusters Score -1.022193e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14406 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 42670 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 54531 members 
Mstep: Class 10 contains 21045 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77184 members 
Mstep: Class 14 contains 17018 members 
Mstep: Class 15 contains 4646 members 
Mstep: Class 16 contains 17863 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 83751 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95394 members 
Mstep: Class 22 contains 93379 members 
Mstep: Class 23 contains 4026 members 
Mstep: Class 24 contains 92750 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 92833 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86706 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 14383 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219272.000000 Penalty: 70941.500000
Iteration 126Q: 33 clusters Score -1.022193e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14401 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 42673 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 5458 members 
Mstep: Class 9 contains 54196 members 
Mstep: Class 10 contains 21029 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77209 members 
Mstep: Class 14 contains 16993 members 
Mstep: Class 15 contains 4647 members 
Mstep: Class 16 contains 17878 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83757 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95360 members 
Mstep: Class 22 contains 93360 members 
Mstep: Class 23 contains 4024 members 
Mstep: Class 24 contains 92748 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 92799 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86709 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 14804 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219504.000000 Penalty: 70941.500000
Iteration 127Q: 33 clusters Score -1.022195e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14397 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42677 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 53845 members 
Mstep: Class 10 contains 21016 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77233 members 
Mstep: Class 14 contains 16960 members 
Mstep: Class 15 contains 4649 members 
Mstep: Class 16 contains 17884 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83770 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95317 members 
Mstep: Class 22 contains 93390 members 
Mstep: Class 23 contains 4024 members 
Mstep: Class 24 contains 92732 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 92757 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86734 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 15201 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219608.000000 Penalty: 70941.500000
Iteration 128Q: 33 clusters Score -1.022196e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14392 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42685 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 53515 members 
Mstep: Class 10 contains 21001 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77276 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 4649 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83780 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 95265 members 
Mstep: Class 22 contains 93411 members 
Mstep: Class 23 contains 4027 members 
Mstep: Class 24 contains 92680 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 92725 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86766 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 15587 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219760.000000 Penalty: 70941.500000
Iteration 129Q: 33 clusters Score -1.022198e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14385 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42681 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 53199 members 
Mstep: Class 10 contains 20979 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77297 members 
Mstep: Class 14 contains 16927 members 
Mstep: Class 15 contains 4649 members 
Mstep: Class 16 contains 17900 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83807 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 95239 members 
Mstep: Class 22 contains 93402 members 
Mstep: Class 23 contains 4026 members 
Mstep: Class 24 contains 92654 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 92690 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86795 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 15970 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219768.000000 Penalty: 70941.500000
Iteration 130Q: 33 clusters Score -1.022198e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14380 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42669 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 52879 members 
Mstep: Class 10 contains 20959 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 16901 members 
Mstep: Class 15 contains 4649 members 
Mstep: Class 16 contains 17905 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 83821 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 95204 members 
Mstep: Class 22 contains 93398 members 
Mstep: Class 23 contains 4027 members 
Mstep: Class 24 contains 92643 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 92660 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86843 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 16350 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219992.000000 Penalty: 70941.500000
Iteration 131Q: 33 clusters Score -1.0222e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42659 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 52574 members 
Mstep: Class 10 contains 20948 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77378 members 
Mstep: Class 14 contains 16870 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 16 contains 17908 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 83814 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 95170 members 
Mstep: Class 22 contains 93360 members 
Mstep: Class 23 contains 4024 members 
Mstep: Class 24 contains 92630 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 92624 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86872 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 16762 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220144.000000 Penalty: 70941.500000
Iteration 132Q: 33 clusters Score -1.022201e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14378 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 42654 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 52240 members 
Mstep: Class 10 contains 20933 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77460 members 
Mstep: Class 14 contains 16823 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 17916 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 83817 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 95139 members 
Mstep: Class 22 contains 93346 members 
Mstep: Class 23 contains 4024 members 
Mstep: Class 24 contains 92615 members 
Mstep: Class 25 contains 5816 members 
Mstep: Class 26 contains 92545 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86892 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 17190 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220432.000000 Penalty: 70941.500000
Iteration 133Q: 33 clusters Score -1.022204e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 3368 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 42648 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 51911 members 
Mstep: Class 10 contains 20917 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77543 members 
Mstep: Class 14 contains 16786 members 
Mstep: Class 15 contains 4653 members 
Mstep: Class 16 contains 17930 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 83807 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95124 members 
Mstep: Class 22 contains 93303 members 
Mstep: Class 23 contains 4024 members 
Mstep: Class 24 contains 92616 members 
Mstep: Class 25 contains 5814 members 
Mstep: Class 26 contains 92475 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86909 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 215 members 
Mstep: Class 31 contains 17612 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220920.000000 Penalty: 70941.500000
Iteration 134Q: 33 clusters Score -1.022209e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14372 members 
Mstep: Class 3 contains 3362 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 42639 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 5456 members 
Mstep: Class 9 contains 51602 members 
Mstep: Class 10 contains 20892 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77606 members 
Mstep: Class 14 contains 16750 members 
Mstep: Class 15 contains 4653 members 
Mstep: Class 16 contains 17947 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83796 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95091 members 
Mstep: Class 22 contains 93279 members 
Mstep: Class 23 contains 4027 members 
Mstep: Class 24 contains 92562 members 
Mstep: Class 25 contains 5813 members 
Mstep: Class 26 contains 92442 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86943 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 18035 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220656.000000 Penalty: 70941.500000
Iteration 135Q: 33 clusters Score -1.022207e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14363 members 
Mstep: Class 3 contains 3357 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 42625 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 51297 members 
Mstep: Class 10 contains 20873 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77668 members 
Mstep: Class 14 contains 16706 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 16 contains 17961 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83784 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95037 members 
Mstep: Class 22 contains 93240 members 
Mstep: Class 23 contains 4026 members 
Mstep: Class 24 contains 92538 members 
Mstep: Class 25 contains 5812 members 
Mstep: Class 26 contains 92430 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86968 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 18471 members 
Mstep: Class 32 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220648.000000 Penalty: 70941.500000
Iteration 136Q: 33 clusters Score -1.022206e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14354 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 42622 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 51041 members 
Mstep: Class 10 contains 20854 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77715 members 
Mstep: Class 14 contains 16673 members 
Mstep: Class 15 contains 4648 members 
Mstep: Class 16 contains 17971 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83795 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 95006 members 
Mstep: Class 22 contains 93213 members 
Mstep: Class 23 contains 4028 members 
Mstep: Class 24 contains 92536 members 
Mstep: Class 25 contains 5812 members 
Mstep: Class 26 contains 92382 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86971 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 18832 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220384.000000 Penalty: 70941.500000
Iteration 137Q: 33 clusters Score -1.022204e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14348 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42619 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 50799 members 
Mstep: Class 10 contains 20840 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77744 members 
Mstep: Class 14 contains 16627 members 
Mstep: Class 15 contains 4646 members 
Mstep: Class 16 contains 17983 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83845 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94984 members 
Mstep: Class 22 contains 93168 members 
Mstep: Class 23 contains 4031 members 
Mstep: Class 24 contains 92541 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 92309 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86973 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 19175 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220672.000000 Penalty: 70941.500000
Iteration 138Q: 33 clusters Score -1.022207e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14345 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42619 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 5463 members 
Mstep: Class 9 contains 50609 members 
Mstep: Class 10 contains 20825 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77772 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 4644 members 
Mstep: Class 16 contains 17991 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 83874 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94958 members 
Mstep: Class 22 contains 93129 members 
Mstep: Class 23 contains 4033 members 
Mstep: Class 24 contains 92529 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 92261 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86978 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 19477 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221112.000000 Penalty: 70941.500000
Iteration 139Q: 33 clusters Score -1.022211e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 3350 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42614 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 50427 members 
Mstep: Class 10 contains 20817 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77836 members 
Mstep: Class 14 contains 16573 members 
Mstep: Class 15 contains 4644 members 
Mstep: Class 16 contains 17995 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 83889 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94960 members 
Mstep: Class 22 contains 93088 members 
Mstep: Class 23 contains 4034 members 
Mstep: Class 24 contains 92504 members 
Mstep: Class 25 contains 5810 members 
Mstep: Class 26 contains 92191 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86974 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 19749 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221392.000000 Penalty: 70941.500000
Iteration 140F: 33 clusters Score -1.022214e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42613 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 50169 members 
Mstep: Class 10 contains 20806 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77899 members 
Mstep: Class 14 contains 16505 members 
Mstep: Class 15 contains 4646 members 
Mstep: Class 16 contains 18001 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 83902 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94978 members 
Mstep: Class 22 contains 93035 members 
Mstep: Class 23 contains 4033 members 
Mstep: Class 24 contains 92482 members 
Mstep: Class 25 contains 5807 members 
Mstep: Class 26 contains 92118 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86964 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 20167 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221536.000000 Penalty: 70941.500000
Iteration 141Q: 33 clusters Score -1.022215e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14320 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 49903 members 
Mstep: Class 10 contains 20788 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 77953 members 
Mstep: Class 14 contains 16446 members 
Mstep: Class 15 contains 4646 members 
Mstep: Class 16 contains 18015 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 83916 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94976 members 
Mstep: Class 22 contains 92980 members 
Mstep: Class 23 contains 4034 members 
Mstep: Class 24 contains 92480 members 
Mstep: Class 25 contains 5807 members 
Mstep: Class 26 contains 92035 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86963 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 20590 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221864.000000 Penalty: 70941.500000
Iteration 142Q: 33 clusters Score -1.022219e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14314 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42605 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 9 contains 49691 members 
Mstep: Class 10 contains 20765 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 78017 members 
Mstep: Class 14 contains 16406 members 
Mstep: Class 15 contains 4649 members 
Mstep: Class 16 contains 18026 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 83900 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94949 members 
Mstep: Class 22 contains 92868 members 
Mstep: Class 23 contains 4035 members 
Mstep: Class 24 contains 92479 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 91996 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86966 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 20999 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222440.000000 Penalty: 70941.500000
Iteration 143Q: 33 clusters Score -1.022224e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14312 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42600 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 5435 members 
Mstep: Class 9 contains 49486 members 
Mstep: Class 10 contains 20750 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 78090 members 
Mstep: Class 14 contains 16351 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 16 contains 18038 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 83906 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94921 members 
Mstep: Class 22 contains 92774 members 
Mstep: Class 23 contains 4036 members 
Mstep: Class 24 contains 92448 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 91954 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86953 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 21404 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222656.000000 Penalty: 70941.500000
Iteration 144Q: 33 clusters Score -1.022227e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14312 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42598 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 5429 members 
Mstep: Class 9 contains 49279 members 
Mstep: Class 10 contains 20726 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 78162 members 
Mstep: Class 14 contains 16301 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 16 contains 18045 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 83895 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94891 members 
Mstep: Class 22 contains 92695 members 
Mstep: Class 23 contains 4038 members 
Mstep: Class 24 contains 92400 members 
Mstep: Class 25 contains 5810 members 
Mstep: Class 26 contains 91922 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86953 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 21805 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222736.000000 Penalty: 70941.500000
Iteration 145Q: 33 clusters Score -1.022227e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42585 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 5428 members 
Mstep: Class 9 contains 49091 members 
Mstep: Class 10 contains 20704 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 78240 members 
Mstep: Class 14 contains 16253 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18054 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83877 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94850 members 
Mstep: Class 22 contains 92605 members 
Mstep: Class 23 contains 4041 members 
Mstep: Class 24 contains 92356 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 91911 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86959 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 22187 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222624.000000 Penalty: 70941.500000
Iteration 146Q: 33 clusters Score -1.022226e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 48897 members 
Mstep: Class 10 contains 20669 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 78349 members 
Mstep: Class 14 contains 16203 members 
Mstep: Class 15 contains 4653 members 
Mstep: Class 16 contains 18066 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 83869 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94803 members 
Mstep: Class 22 contains 92525 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 92333 members 
Mstep: Class 25 contains 5807 members 
Mstep: Class 26 contains 91882 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86957 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 22563 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
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Iteration 147Q: 33 clusters Score -1.022228e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42567 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 5410 members 
Mstep: Class 9 contains 48704 members 
Mstep: Class 10 contains 20631 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 78465 members 
Mstep: Class 14 contains 16149 members 
Mstep: Class 15 contains 4653 members 
Mstep: Class 16 contains 18079 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83869 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94755 members 
Mstep: Class 22 contains 92455 members 
Mstep: Class 23 contains 4041 members 
Mstep: Class 24 contains 92300 members 
Mstep: Class 25 contains 5805 members 
Mstep: Class 26 contains 91852 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86947 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 22944 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 148Q: 33 clusters Score -1.022228e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14270 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 5406 members 
Mstep: Class 9 contains 48484 members 
Mstep: Class 10 contains 20584 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 78578 members 
Mstep: Class 14 contains 16087 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18091 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 83876 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94718 members 
Mstep: Class 22 contains 92437 members 
Mstep: Class 23 contains 4042 members 
Mstep: Class 24 contains 92292 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 91776 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86939 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 23312 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
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Iteration 149Q: 33 clusters Score -1.02223e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14269 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42552 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 5406 members 
Mstep: Class 9 contains 48301 members 
Mstep: Class 10 contains 20546 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 78663 members 
Mstep: Class 14 contains 16034 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18100 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 83870 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94692 members 
Mstep: Class 22 contains 92399 members 
Mstep: Class 23 contains 4044 members 
Mstep: Class 24 contains 92284 members 
Mstep: Class 25 contains 5808 members 
Mstep: Class 26 contains 91735 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86927 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 23633 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222904.000000 Penalty: 70941.500000
Iteration 150Q: 33 clusters Score -1.022229e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14262 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42542 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 2604 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 48175 members 
Mstep: Class 10 contains 20516 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 78736 members 
Mstep: Class 14 contains 15968 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 18107 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 83848 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94656 members 
Mstep: Class 22 contains 92351 members 
Mstep: Class 23 contains 4047 members 
Mstep: Class 24 contains 92269 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 91725 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86925 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 23920 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223176.000000 Penalty: 70941.500000
Iteration 151Q: 33 clusters Score -1.022232e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42531 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 2604 members 
Mstep: Class 8 contains 5398 members 
Mstep: Class 9 contains 48039 members 
Mstep: Class 10 contains 20481 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 78842 members 
Mstep: Class 14 contains 15914 members 
Mstep: Class 15 contains 4653 members 
Mstep: Class 16 contains 18118 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 83834 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 94634 members 
Mstep: Class 22 contains 92292 members 
Mstep: Class 23 contains 4046 members 
Mstep: Class 24 contains 92265 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 91689 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86912 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 24198 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223336.000000 Penalty: 70941.500000
Iteration 152Q: 33 clusters Score -1.022233e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42528 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 2603 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 47899 members 
Mstep: Class 10 contains 20445 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 78926 members 
Mstep: Class 14 contains 15868 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 18133 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 83814 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94625 members 
Mstep: Class 22 contains 92233 members 
Mstep: Class 23 contains 4050 members 
Mstep: Class 24 contains 92237 members 
Mstep: Class 25 contains 5808 members 
Mstep: Class 26 contains 91660 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86898 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 24484 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223248.000000 Penalty: 70941.500000
Iteration 153Q: 33 clusters Score -1.022232e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42526 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 5391 members 
Mstep: Class 9 contains 47768 members 
Mstep: Class 10 contains 20411 members 
Mstep: Class 11 contains 1775 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79039 members 
Mstep: Class 14 contains 15821 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18140 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83798 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94623 members 
Mstep: Class 22 contains 92173 members 
Mstep: Class 23 contains 4051 members 
Mstep: Class 24 contains 92210 members 
Mstep: Class 25 contains 5807 members 
Mstep: Class 26 contains 91618 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86889 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 24757 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223120.000000 Penalty: 70941.500000
Iteration 154Q: 33 clusters Score -1.022231e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14227 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42513 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 5387 members 
Mstep: Class 9 contains 47670 members 
Mstep: Class 10 contains 20378 members 
Mstep: Class 11 contains 1775 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79147 members 
Mstep: Class 14 contains 15777 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18155 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83788 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94597 members 
Mstep: Class 22 contains 92110 members 
Mstep: Class 23 contains 4052 members 
Mstep: Class 24 contains 92178 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 91570 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86899 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25003 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223352.000000 Penalty: 70941.500000
Iteration 155Q: 33 clusters Score -1.022234e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14212 members 
Mstep: Class 3 contains 3337 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42509 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 5385 members 
Mstep: Class 9 contains 47618 members 
Mstep: Class 10 contains 20351 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79306 members 
Mstep: Class 14 contains 15737 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 18174 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 83757 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94578 members 
Mstep: Class 22 contains 92031 members 
Mstep: Class 23 contains 4051 members 
Mstep: Class 24 contains 92115 members 
Mstep: Class 25 contains 5810 members 
Mstep: Class 26 contains 91520 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86865 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25246 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223496.000000 Penalty: 70941.500000
Iteration 156Q: 33 clusters Score -1.022235e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14202 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42497 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 5381 members 
Mstep: Class 9 contains 47616 members 
Mstep: Class 10 contains 20322 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79433 members 
Mstep: Class 14 contains 15694 members 
Mstep: Class 15 contains 4653 members 
Mstep: Class 16 contains 18196 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 83724 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94573 members 
Mstep: Class 22 contains 91978 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 92052 members 
Mstep: Class 25 contains 5807 members 
Mstep: Class 26 contains 91486 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86825 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25422 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223752.000000 Penalty: 70941.500000
Iteration 157Q: 33 clusters Score -1.022238e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42491 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 5375 members 
Mstep: Class 9 contains 47590 members 
Mstep: Class 10 contains 20284 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79559 members 
Mstep: Class 14 contains 15668 members 
Mstep: Class 15 contains 4654 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83740 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94565 members 
Mstep: Class 22 contains 91941 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 91995 members 
Mstep: Class 25 contains 5805 members 
Mstep: Class 26 contains 91404 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86799 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25589 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224088.000000 Penalty: 70941.500000
Iteration 158Q: 33 clusters Score -1.022241e+08 nChanged 1523
Entering ConstructFrom: 
Score: -102224088.000000 Penalty: 70941.500000
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -46536.000000 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -46536 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 271 members 
Entering Unmasked Estep 
Score: -45670.957031 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -45670.96 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46208.648438 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -46208.65 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46557.652344 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -46557.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46829.023438 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -46829.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47013.050781 Penalty: 2033.741943
	Iteration 4F: 3 clusters Score -47013.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47113.449219 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -47113.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47162.433594 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -47162.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47213.226562 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -47213.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47258.800781 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -47258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47295.125000 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -47295.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47339.550781 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -47339.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47386.664062 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -47386.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47432.074219 Penalty: 2033.741943
	Iteration 12Q: 3 clusters Score -47432.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47451.246094 Penalty: 2033.741943
	Iteration 13Q: 3 clusters Score -47451.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47461.460938 Penalty: 2033.741943
	Iteration 14Q: 3 clusters Score -47461.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47464.570312 Penalty: 2033.741943
	Iteration 15Q: 3 clusters Score -47464.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47465.816406 Penalty: 2033.741943
	Iteration 16Q: 3 clusters Score -47465.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47465.816406 Penalty: 2033.741943
	Iteration 17F: 3 clusters Score -47465.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 47596 members 
Mstep: Class 10 contains 20244 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79643 members 
Mstep: Class 14 contains 15650 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 18228 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83731 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94549 members 
Mstep: Class 22 contains 91917 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 91947 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 91366 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86783 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25704 members 
Mstep: Class 32 contains 476 members 
Mstep: Class 33 contains 230 members 
Entering Unmasked Estep 
Score: -102223984.000000 Penalty: 73158.421875
Splitting cluster 1 changes total score from -102224088.000000 to -102223984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Entering Unmasked Estep 
Score: -1717601.375000 Penalty: 1553.513184
	Iteration 0F: 2 clusters Score -1717601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1707697.125000 Penalty: 3107.026367
	Iteration 0F: 3 clusters Score -1707697 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1711215.125000 Penalty: 3107.026367
	Iteration 1F: 3 clusters Score -1711215 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1711668.250000 Penalty: 3107.026367
	Iteration 2F: 3 clusters Score -1711668 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1712143.250000 Penalty: 3107.026367
	Iteration 3F: 3 clusters Score -1712143 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1712702.625000 Penalty: 3107.026367
	Iteration 4F: 3 clusters Score -1712703 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1713367.375000 Penalty: 3107.026367
	Iteration 5F: 3 clusters Score -1713367 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1714092.250000 Penalty: 3107.026367
	Iteration 6F: 3 clusters Score -1714092 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1714727.750000 Penalty: 3107.026367
	Iteration 7F: 3 clusters Score -1714728 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1715189.000000 Penalty: 3107.026367
	Iteration 8Q: 3 clusters Score -1715189 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1715599.750000 Penalty: 3107.026367
	Iteration 9Q: 3 clusters Score -1715600 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1715879.625000 Penalty: 3107.026367
	Iteration 10Q: 3 clusters Score -1715880 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1716075.750000 Penalty: 3107.026367
	Iteration 11Q: 3 clusters Score -1716076 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1716204.000000 Penalty: 3107.026367
	Iteration 12Q: 3 clusters Score -1716204 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1716284.500000 Penalty: 3107.026367
	Iteration 13Q: 3 clusters Score -1716284 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1716334.750000 Penalty: 3107.026367
	Iteration 14Q: 3 clusters Score -1716335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1716369.000000 Penalty: 3107.026367
	Iteration 15Q: 3 clusters Score -1716369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1716384.375000 Penalty: 3107.026367
	Iteration 16Q: 3 clusters Score -1716384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1716394.250000 Penalty: 3107.026367
	Iteration 17Q: 3 clusters Score -1716394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1716403.250000 Penalty: 3107.026367
	Iteration 18Q: 3 clusters Score -1716403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1716413.750000 Penalty: 3107.026367
	Iteration 19Q: 3 clusters Score -1716414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1716419.625000 Penalty: 3107.026367
	Iteration 20F: 3 clusters Score -1716420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1716425.375000 Penalty: 3107.026367
	Iteration 21Q: 3 clusters Score -1716425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1716429.750000 Penalty: 3107.026367
	Iteration 22Q: 3 clusters Score -1716430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1716428.750000 Penalty: 3107.026367
	Iteration 23Q: 3 clusters Score -1716429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1716429.875000 Penalty: 3107.026367
	Iteration 24Q: 3 clusters Score -1716430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1716434.375000 Penalty: 3107.026367
	Iteration 25Q: 3 clusters Score -1716434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1716439.750000 Penalty: 3107.026367
	Iteration 26Q: 3 clusters Score -1716440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1716440.500000 Penalty: 3107.026367
	Iteration 27Q: 3 clusters Score -1716440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1716444.625000 Penalty: 3107.026367
	Iteration 28Q: 3 clusters Score -1716445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1716446.375000 Penalty: 3107.026367
	Iteration 29Q: 3 clusters Score -1716446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1716447.250000 Penalty: 3107.026367
	Iteration 30Q: 3 clusters Score -1716447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1716445.875000 Penalty: 3107.026367
	Iteration 31Q: 3 clusters Score -1716446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1716447.125000 Penalty: 3107.026367
	Iteration 32Q: 3 clusters Score -1716447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1716448.750000 Penalty: 3107.026367
	Iteration 33Q: 3 clusters Score -1716449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1716449.500000 Penalty: 3107.026367
	Iteration 34Q: 3 clusters Score -1716450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1716453.500000 Penalty: 3107.026367
	Iteration 35Q: 3 clusters Score -1716454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1716454.625000 Penalty: 3107.026367
	Iteration 36Q: 3 clusters Score -1716455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1716454.375000 Penalty: 3107.026367
	Iteration 37Q: 3 clusters Score -1716454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1716453.500000 Penalty: 3107.026367
	Iteration 38Q: 3 clusters Score -1716454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1716453.500000 Penalty: 3107.026367
	Iteration 39F: 3 clusters Score -1716454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Entering Unmasked Estep 
Score: -389043.062500 Penalty: 1318.917725
	Iteration 0F: 2 clusters Score -389043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -386194.375000 Penalty: 2637.835449
	Iteration 0F: 3 clusters Score -386194.4 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -386931.906250 Penalty: 2637.835449
	Iteration 1F: 3 clusters Score -386931.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -387087.062500 Penalty: 2637.835449
	Iteration 2F: 3 clusters Score -387087.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -387210.750000 Penalty: 2637.835449
	Iteration 3F: 3 clusters Score -387210.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -387326.062500 Penalty: 2637.835449
	Iteration 4Q: 3 clusters Score -387326.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -387456.625000 Penalty: 2637.835449
	Iteration 5Q: 3 clusters Score -387456.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -387625.093750 Penalty: 2637.835449
	Iteration 6Q: 3 clusters Score -387625.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -387850.187500 Penalty: 2637.835449
	Iteration 7F: 3 clusters Score -387850.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -388036.562500 Penalty: 2637.835449
	Iteration 8Q: 3 clusters Score -388036.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -388167.843750 Penalty: 2637.835449
	Iteration 9Q: 3 clusters Score -388167.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -388269.875000 Penalty: 2637.835449
	Iteration 10Q: 3 clusters Score -388269.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -388330.250000 Penalty: 2637.835449
	Iteration 11Q: 3 clusters Score -388330.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -388372.656250 Penalty: 2637.835449
	Iteration 12Q: 3 clusters Score -388372.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -388405.281250 Penalty: 2637.835449
	Iteration 13Q: 3 clusters Score -388405.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -388432.718750 Penalty: 2637.835449
	Iteration 14Q: 3 clusters Score -388432.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -388463.968750 Penalty: 2637.835449
	Iteration 15Q: 3 clusters Score -388464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -388495.625000 Penalty: 2637.835449
	Iteration 16Q: 3 clusters Score -388495.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -388521.343750 Penalty: 2637.835449
	Iteration 17Q: 3 clusters Score -388521.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -388542.343750 Penalty: 2637.835449
	Iteration 18Q: 3 clusters Score -388542.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -388557.625000 Penalty: 2637.835449
	Iteration 19Q: 3 clusters Score -388557.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -388570.968750 Penalty: 2637.835449
	Iteration 20F: 3 clusters Score -388571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -388580.531250 Penalty: 2637.835449
	Iteration 21Q: 3 clusters Score -388580.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -388590.156250 Penalty: 2637.835449
	Iteration 22Q: 3 clusters Score -388590.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -388594.218750 Penalty: 2637.835449
	Iteration 23Q: 3 clusters Score -388594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -388595.906250 Penalty: 2637.835449
	Iteration 24Q: 3 clusters Score -388595.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -388596.750000 Penalty: 2637.835449
	Iteration 25Q: 3 clusters Score -388596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -388598.250000 Penalty: 2637.835449
	Iteration 26Q: 3 clusters Score -388598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -388601.031250 Penalty: 2637.835449
	Iteration 27Q: 3 clusters Score -388601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -388602.625000 Penalty: 2637.835449
	Iteration 28Q: 3 clusters Score -388602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -388603.625000 Penalty: 2637.835449
	Iteration 29Q: 3 clusters Score -388603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -388605.343750 Penalty: 2637.835449
	Iteration 30Q: 3 clusters Score -388605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -388605.500000 Penalty: 2637.835449
	Iteration 31Q: 3 clusters Score -388605.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -388606.875000 Penalty: 2637.835449
	Iteration 32Q: 3 clusters Score -388606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -388608.812500 Penalty: 2637.835449
	Iteration 33Q: 3 clusters Score -388608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -388609.218750 Penalty: 2637.835449
	Iteration 34Q: 3 clusters Score -388609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -388609.125000 Penalty: 2637.835449
	Iteration 35Q: 3 clusters Score -388609.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -388610.187500 Penalty: 2637.835449
	Iteration 36Q: 3 clusters Score -388610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -388610.343750 Penalty: 2637.835449
	Iteration 37Q: 3 clusters Score -388610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -388610.343750 Penalty: 2637.835449
	Iteration 38F: 3 clusters Score -388610.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -164227.906250 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -164227.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -162515.609375 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -162515.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162932.500000 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -162932.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -163103.312500 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -163103.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -163193.828125 Penalty: 2362.398926
	Iteration 3F: 3 clusters Score -163193.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -163259.453125 Penalty: 2362.398926
	Iteration 4Q: 3 clusters Score -163259.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -163314.921875 Penalty: 2362.398926
	Iteration 5Q: 3 clusters Score -163314.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -163367.593750 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -163367.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -163420.812500 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -163420.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -163469.359375 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -163469.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -163501.609375 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -163501.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -163528.562500 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -163528.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -163555.046875 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -163555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -163582.453125 Penalty: 2362.398926
	Iteration 12Q: 3 clusters Score -163582.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -163615.421875 Penalty: 2362.398926
	Iteration 13Q: 3 clusters Score -163615.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -163629.265625 Penalty: 2362.398926
	Iteration 14Q: 3 clusters Score -163629.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -163632.890625 Penalty: 2362.398926
	Iteration 15Q: 3 clusters Score -163632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -163637.484375 Penalty: 2362.398926
	Iteration 16Q: 3 clusters Score -163637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -163644.015625 Penalty: 2362.398926
	Iteration 17Q: 3 clusters Score -163644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -163652.484375 Penalty: 2362.398926
	Iteration 18Q: 3 clusters Score -163652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -163656.421875 Penalty: 2362.398926
	Iteration 19Q: 3 clusters Score -163656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -163658.812500 Penalty: 2362.398926
	Iteration 20F: 3 clusters Score -163658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -163661.062500 Penalty: 2362.398926
	Iteration 21Q: 3 clusters Score -163661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -163664.046875 Penalty: 2362.398926
	Iteration 22Q: 3 clusters Score -163664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -163666.218750 Penalty: 2362.398926
	Iteration 23Q: 3 clusters Score -163666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -163668.109375 Penalty: 2362.398926
	Iteration 24Q: 3 clusters Score -163668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -163669.921875 Penalty: 2362.398926
	Iteration 25Q: 3 clusters Score -163669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -163669.921875 Penalty: 2362.398926
	Iteration 26F: 3 clusters Score -163669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Entering Unmasked Estep 
Score: -5253697.000000 Penalty: 1731.728149
	Iteration 0F: 2 clusters Score -5253697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -5225343.500000 Penalty: 3463.456299
	Iteration 0F: 3 clusters Score -5225344 nChanged 19799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -5236958.000000 Penalty: 3463.456299
	Iteration 1F: 3 clusters Score -5236958 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -5237988.500000 Penalty: 3463.456299
	Iteration 2F: 3 clusters Score -5237988 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -5239450.500000 Penalty: 3463.456299
	Iteration 3F: 3 clusters Score -5239450 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -5241594.500000 Penalty: 3463.456299
	Iteration 4F: 3 clusters Score -5241594 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -5244504.500000 Penalty: 3463.456299
	Iteration 5F: 3 clusters Score -5244504 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -5247485.000000 Penalty: 3463.456299
	Iteration 6F: 3 clusters Score -5247485 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -5249609.500000 Penalty: 3463.456299
	Iteration 7F: 3 clusters Score -5249610 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -5250775.000000 Penalty: 3463.456299
	Iteration 8Q: 3 clusters Score -5250775 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -5251351.000000 Penalty: 3463.456299
	Iteration 9Q: 3 clusters Score -5251351 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5251693.500000 Penalty: 3463.456299
	Iteration 10Q: 3 clusters Score -5251694 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -5251885.000000 Penalty: 3463.456299
	Iteration 11Q: 3 clusters Score -5251885 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -5251998.000000 Penalty: 3463.456299
	Iteration 12Q: 3 clusters Score -5251998 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -5252063.000000 Penalty: 3463.456299
	Iteration 13Q: 3 clusters Score -5252063 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5252110.500000 Penalty: 3463.456299
	Iteration 14Q: 3 clusters Score -5252110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -5252159.000000 Penalty: 3463.456299
	Iteration 15Q: 3 clusters Score -5252159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -5252182.500000 Penalty: 3463.456299
	Iteration 16Q: 3 clusters Score -5252182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -5252198.500000 Penalty: 3463.456299
	Iteration 17Q: 3 clusters Score -5252198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5252204.000000 Penalty: 3463.456299
	Iteration 18Q: 3 clusters Score -5252204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -5252217.000000 Penalty: 3463.456299
	Iteration 19Q: 3 clusters Score -5252217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -5252233.500000 Penalty: 3463.456299
	Iteration 20F: 3 clusters Score -5252234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -5252235.500000 Penalty: 3463.456299
	Iteration 21Q: 3 clusters Score -5252236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -5252244.500000 Penalty: 3463.456299
	Iteration 22Q: 3 clusters Score -5252244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -5252254.500000 Penalty: 3463.456299
	Iteration 23Q: 3 clusters Score -5252254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -5252258.000000 Penalty: 3463.456299
	Iteration 24Q: 3 clusters Score -5252258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5252259.500000 Penalty: 3463.456299
	Iteration 25Q: 3 clusters Score -5252260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5252263.000000 Penalty: 3463.456299
	Iteration 26Q: 3 clusters Score -5252263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -5252259.000000 Penalty: 3463.456299
	Iteration 27Q: 3 clusters Score -5252259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -5252259.500000 Penalty: 3463.456299
	Iteration 28Q: 3 clusters Score -5252260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -5252259.500000 Penalty: 3463.456299
	Iteration 29Q: 3 clusters Score -5252260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -5252270.500000 Penalty: 3463.456299
	Iteration 30Q: 3 clusters Score -5252270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5252260.000000 Penalty: 3463.456299
	Iteration 31Q: 3 clusters Score -5252260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -5252258.000000 Penalty: 3463.456299
	Iteration 32Q: 3 clusters Score -5252258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5252262.500000 Penalty: 3463.456299
	Iteration 33Q: 3 clusters Score -5252262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -5252266.000000 Penalty: 3463.456299
	Iteration 34Q: 3 clusters Score -5252266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5252274.500000 Penalty: 3463.456299
	Iteration 35Q: 3 clusters Score -5252274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5252279.500000 Penalty: 3463.456299
	Iteration 36Q: 3 clusters Score -5252280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -5252277.000000 Penalty: 3463.456299
	Iteration 37Q: 3 clusters Score -5252277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5252283.000000 Penalty: 3463.456299
	Iteration 38Q: 3 clusters Score -5252283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -5252283.000000 Penalty: 3463.456299
	Iteration 39Q: 3 clusters Score -5252283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -5252291.000000 Penalty: 3463.456299
	Iteration 40F: 3 clusters Score -5252291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5252294.500000 Penalty: 3463.456299
	Iteration 41Q: 3 clusters Score -5252294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5252292.000000 Penalty: 3463.456299
	Iteration 42Q: 3 clusters Score -5252292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -5252288.000000 Penalty: 3463.456299
	Iteration 43Q: 3 clusters Score -5252288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5252291.500000 Penalty: 3463.456299
	Iteration 44Q: 3 clusters Score -5252292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -5252289.500000 Penalty: 3463.456299
	Iteration 45Q: 3 clusters Score -5252290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -5252289.500000 Penalty: 3463.456299
	Iteration 46F: 3 clusters Score -5252290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -235414.750000 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -235414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -233297.953125 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -233298 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -233846.281250 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -233846.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -233997.718750 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -233997.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -234151.296875 Penalty: 2484.443115
	Iteration 3F: 3 clusters Score -234151.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -234276.156250 Penalty: 2484.443115
	Iteration 4F: 3 clusters Score -234276.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -234373.453125 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -234373.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -234435.562500 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -234435.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -234505.562500 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -234505.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -234583.546875 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -234583.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -234690.687500 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -234690.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -234813.125000 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -234813.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -234889.687500 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -234889.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -234921.859375 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -234921.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -234937.640625 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -234937.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -234947.890625 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -234947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -234953.500000 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -234953.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -234957.453125 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -234957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -234960.203125 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -234960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -234962.062500 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -234962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -234962.812500 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -234962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -234963.062500 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -234963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Entering Unmasked Estep 
Score: -301519.406250 Penalty: 1277.655762
	Iteration 0F: 2 clusters Score -301519.4 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 1309 members 
Entering Unmasked Estep 
Score: -299031.656250 Penalty: 2555.311523
	Iteration 0F: 3 clusters Score -299031.7 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -299642.281250 Penalty: 2555.311523
	Iteration 1F: 3 clusters Score -299642.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -299815.656250 Penalty: 2555.311523
	Iteration 2F: 3 clusters Score -299815.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -299947.718750 Penalty: 2555.311523
	Iteration 3F: 3 clusters Score -299947.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -300112.843750 Penalty: 2555.311523
	Iteration 4F: 3 clusters Score -300112.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -300277.906250 Penalty: 2555.311523
	Iteration 5F: 3 clusters Score -300277.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -300418.687500 Penalty: 2555.311523
	Iteration 6F: 3 clusters Score -300418.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -300499.468750 Penalty: 2555.311523
	Iteration 7Q: 3 clusters Score -300499.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -300551.312500 Penalty: 2555.311523
	Iteration 8Q: 3 clusters Score -300551.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -300601.187500 Penalty: 2555.311523
	Iteration 9Q: 3 clusters Score -300601.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -300645.375000 Penalty: 2555.311523
	Iteration 10Q: 3 clusters Score -300645.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -300684.843750 Penalty: 2555.311523
	Iteration 11Q: 3 clusters Score -300684.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -300724.656250 Penalty: 2555.311523
	Iteration 12Q: 3 clusters Score -300724.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -300751.718750 Penalty: 2555.311523
	Iteration 13Q: 3 clusters Score -300751.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -300784.625000 Penalty: 2555.311523
	Iteration 14Q: 3 clusters Score -300784.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -300833.093750 Penalty: 2555.311523
	Iteration 15Q: 3 clusters Score -300833.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -300895.843750 Penalty: 2555.311523
	Iteration 16Q: 3 clusters Score -300895.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -300976.906250 Penalty: 2555.311523
	Iteration 17Q: 3 clusters Score -300976.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -301079.843750 Penalty: 2555.311523
	Iteration 18Q: 3 clusters Score -301079.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -301238.031250 Penalty: 2555.311523
	Iteration 19Q: 3 clusters Score -301238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -301368.562500 Penalty: 2555.311523
	Iteration 20F: 3 clusters Score -301368.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -301446.906250 Penalty: 2555.311523
	Iteration 21Q: 3 clusters Score -301446.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -301476.812500 Penalty: 2555.311523
	Iteration 22Q: 3 clusters Score -301476.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -301510.343750 Penalty: 2555.311523
	Iteration 23Q: 3 clusters Score -301510.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -301527.187500 Penalty: 2555.311523
	Iteration 24Q: 3 clusters Score -301527.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -301545.500000 Penalty: 2555.311523
	Iteration 25Q: 3 clusters Score -301545.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -301554.937500 Penalty: 2555.311523
	Iteration 26Q: 3 clusters Score -301554.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -301563.781250 Penalty: 2555.311523
	Iteration 27Q: 3 clusters Score -301563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -301573.593750 Penalty: 2555.311523
	Iteration 28Q: 3 clusters Score -301573.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -301582.687500 Penalty: 2555.311523
	Iteration 29Q: 3 clusters Score -301582.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -301594.687500 Penalty: 2555.311523
	Iteration 30Q: 3 clusters Score -301594.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -301601.187500 Penalty: 2555.311523
	Iteration 31Q: 3 clusters Score -301601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -301605.125000 Penalty: 2555.311523
	Iteration 32Q: 3 clusters Score -301605.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -301610.656250 Penalty: 2555.311523
	Iteration 33Q: 3 clusters Score -301610.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -301614.625000 Penalty: 2555.311523
	Iteration 34Q: 3 clusters Score -301614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -301618.687500 Penalty: 2555.311523
	Iteration 35Q: 3 clusters Score -301618.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -301623.156250 Penalty: 2555.311523
	Iteration 36Q: 3 clusters Score -301623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -301625.125000 Penalty: 2555.311523
	Iteration 37Q: 3 clusters Score -301625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -301629.187500 Penalty: 2555.311523
	Iteration 38Q: 3 clusters Score -301629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -301633.062500 Penalty: 2555.311523
	Iteration 39Q: 3 clusters Score -301633.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -301635.375000 Penalty: 2555.311523
	Iteration 40F: 3 clusters Score -301635.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -301637.406250 Penalty: 2555.311523
	Iteration 41Q: 3 clusters Score -301637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -301642.781250 Penalty: 2555.311523
	Iteration 42Q: 3 clusters Score -301642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -301647.750000 Penalty: 2555.311523
	Iteration 43Q: 3 clusters Score -301647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -301650.500000 Penalty: 2555.311523
	Iteration 44Q: 3 clusters Score -301650.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -301650.718750 Penalty: 2555.311523
	Iteration 45Q: 3 clusters Score -301650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -301652.656250 Penalty: 2555.311523
	Iteration 46Q: 3 clusters Score -301652.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -301657.187500 Penalty: 2555.311523
	Iteration 47Q: 3 clusters Score -301657.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -301661.000000 Penalty: 2555.311523
	Iteration 48Q: 3 clusters Score -301661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -301662.593750 Penalty: 2555.311523
	Iteration 49Q: 3 clusters Score -301662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -301663.562500 Penalty: 2555.311523
	Iteration 50Q: 3 clusters Score -301663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -301665.437500 Penalty: 2555.311523
	Iteration 51Q: 3 clusters Score -301665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -301666.437500 Penalty: 2555.311523
	Iteration 52Q: 3 clusters Score -301666.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -301666.437500 Penalty: 2555.311523
	Iteration 53F: 3 clusters Score -301666.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 47596 members 
Mstep: Class 10 contains 20244 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79643 members 
Mstep: Class 14 contains 15650 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 18228 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83731 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94549 members 
Mstep: Class 22 contains 91917 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 91947 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 91366 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86783 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25704 members 
Mstep: Class 32 contains 476 members 
Mstep: Class 33 contains 749 members 
Entering Unmasked Estep 
Score: -102223536.000000 Penalty: 73158.421875
Splitting cluster 7 changes total score from -102224088.000000 to -102223536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -639633.625000 Penalty: 1395.644775
	Iteration 0F: 2 clusters Score -639633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -635417.375000 Penalty: 2791.289551
	Iteration 0F: 3 clusters Score -635417.4 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -636586.375000 Penalty: 2791.289551
	Iteration 1F: 3 clusters Score -636586.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -636747.937500 Penalty: 2791.289551
	Iteration 2F: 3 clusters Score -636747.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -636864.250000 Penalty: 2791.289551
	Iteration 3Q: 3 clusters Score -636864.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -636945.937500 Penalty: 2791.289551
	Iteration 4Q: 3 clusters Score -636945.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -637006.937500 Penalty: 2791.289551
	Iteration 5Q: 3 clusters Score -637006.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -637060.625000 Penalty: 2791.289551
	Iteration 6Q: 3 clusters Score -637060.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -637112.125000 Penalty: 2791.289551
	Iteration 7Q: 3 clusters Score -637112.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -637151.250000 Penalty: 2791.289551
	Iteration 8Q: 3 clusters Score -637151.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -637188.062500 Penalty: 2791.289551
	Iteration 9Q: 3 clusters Score -637188.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -637222.625000 Penalty: 2791.289551
	Iteration 10Q: 3 clusters Score -637222.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -637261.437500 Penalty: 2791.289551
	Iteration 11Q: 3 clusters Score -637261.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -637291.062500 Penalty: 2791.289551
	Iteration 12Q: 3 clusters Score -637291.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -637323.500000 Penalty: 2791.289551
	Iteration 13Q: 3 clusters Score -637323.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -637356.000000 Penalty: 2791.289551
	Iteration 14Q: 3 clusters Score -637356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -637387.187500 Penalty: 2791.289551
	Iteration 15Q: 3 clusters Score -637387.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -637433.437500 Penalty: 2791.289551
	Iteration 16Q: 3 clusters Score -637433.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -637483.250000 Penalty: 2791.289551
	Iteration 17Q: 3 clusters Score -637483.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -637538.375000 Penalty: 2791.289551
	Iteration 18Q: 3 clusters Score -637538.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -637609.312500 Penalty: 2791.289551
	Iteration 19Q: 3 clusters Score -637609.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -637679.312500 Penalty: 2791.289551
	Iteration 20F: 3 clusters Score -637679.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -637749.437500 Penalty: 2791.289551
	Iteration 21Q: 3 clusters Score -637749.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -637816.500000 Penalty: 2791.289551
	Iteration 22Q: 3 clusters Score -637816.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -637871.187500 Penalty: 2791.289551
	Iteration 23Q: 3 clusters Score -637871.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -637933.562500 Penalty: 2791.289551
	Iteration 24Q: 3 clusters Score -637933.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -638003.250000 Penalty: 2791.289551
	Iteration 25Q: 3 clusters Score -638003.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -638058.000000 Penalty: 2791.289551
	Iteration 26Q: 3 clusters Score -638058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -638102.812500 Penalty: 2791.289551
	Iteration 27Q: 3 clusters Score -638102.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -638142.187500 Penalty: 2791.289551
	Iteration 28Q: 3 clusters Score -638142.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -638173.625000 Penalty: 2791.289551
	Iteration 29Q: 3 clusters Score -638173.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -638198.062500 Penalty: 2791.289551
	Iteration 30Q: 3 clusters Score -638198.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -638220.312500 Penalty: 2791.289551
	Iteration 31Q: 3 clusters Score -638220.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -638234.687500 Penalty: 2791.289551
	Iteration 32Q: 3 clusters Score -638234.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -638244.437500 Penalty: 2791.289551
	Iteration 33Q: 3 clusters Score -638244.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -638255.625000 Penalty: 2791.289551
	Iteration 34Q: 3 clusters Score -638255.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -638262.187500 Penalty: 2791.289551
	Iteration 35Q: 3 clusters Score -638262.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -638267.312500 Penalty: 2791.289551
	Iteration 36Q: 3 clusters Score -638267.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -638270.750000 Penalty: 2791.289551
	Iteration 37Q: 3 clusters Score -638270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -638271.937500 Penalty: 2791.289551
	Iteration 38Q: 3 clusters Score -638271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -638271.937500 Penalty: 2791.289551
	Iteration 39Q: 3 clusters Score -638271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -638272.625000 Penalty: 2791.289551
	Iteration 40F: 3 clusters Score -638272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -638273.312500 Penalty: 2791.289551
	Iteration 41Q: 3 clusters Score -638273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -638274.500000 Penalty: 2791.289551
	Iteration 42Q: 3 clusters Score -638274.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -638276.312500 Penalty: 2791.289551
	Iteration 43Q: 3 clusters Score -638276.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -638279.875000 Penalty: 2791.289551
	Iteration 44Q: 3 clusters Score -638279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -638280.812500 Penalty: 2791.289551
	Iteration 45Q: 3 clusters Score -638280.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -638280.812500 Penalty: 2791.289551
	Iteration 46F: 3 clusters Score -638280.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Entering Unmasked Estep 
Score: -6033491.500000 Penalty: 1750.206909
	Iteration 0F: 2 clusters Score -6033492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -6001760.000000 Penalty: 3500.413818
	Iteration 0F: 3 clusters Score -6001760 nChanged 22262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -6014552.500000 Penalty: 3500.413818
	Iteration 1F: 3 clusters Score -6014552 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -6015333.000000 Penalty: 3500.413818
	Iteration 2Q: 3 clusters Score -6015333 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -6016463.500000 Penalty: 3500.413818
	Iteration 3Q: 3 clusters Score -6016464 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -6018263.500000 Penalty: 3500.413818
	Iteration 4F: 3 clusters Score -6018264 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -6020756.000000 Penalty: 3500.413818
	Iteration 5F: 3 clusters Score -6020756 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -6023897.500000 Penalty: 3500.413818
	Iteration 6F: 3 clusters Score -6023898 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -6026996.000000 Penalty: 3500.413818
	Iteration 7F: 3 clusters Score -6026996 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -6029099.000000 Penalty: 3500.413818
	Iteration 8F: 3 clusters Score -6029099 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -6030316.000000 Penalty: 3500.413818
	Iteration 9Q: 3 clusters Score -6030316 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -6031041.000000 Penalty: 3500.413818
	Iteration 10Q: 3 clusters Score -6031041 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -6031439.000000 Penalty: 3500.413818
	Iteration 11Q: 3 clusters Score -6031439 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6031736 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6031905 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6032034 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6032127 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6032192 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6032273 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6032305 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6032324 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -6032355.000000 Penalty: 3500.413818
	Iteration 20F: 3 clusters Score -6032355 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -6032402.500000 Penalty: 3500.413818
	Iteration 21Q: 3 clusters Score -6032402 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6032425 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6032436 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -6032445.500000 Penalty: 3500.413818
	Iteration 24Q: 3 clusters Score -6032446 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6032479 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6032499 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6032495 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6032510 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6032514 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -6032531.500000 Penalty: 3500.413818
	Iteration 30Q: 3 clusters Score -6032532 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -6032543.500000 Penalty: 3500.413818
	Iteration 31Q: 3 clusters Score -6032544 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -6032564.500000 Penalty: 3500.413818
	Iteration 32Q: 3 clusters Score -6032564 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6032574 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6032588 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6032598 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -6032612.500000 Penalty: 3500.413818
	Iteration 36Q: 3 clusters Score -6032612 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6032603 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -6032623.500000 Penalty: 3500.413818
	Iteration 38Q: 3 clusters Score -6032624 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6032638 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6032646 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6032644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6032648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -6032632.500000 Penalty: 3500.413818
	Iteration 43Q: 3 clusters Score -6032632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6032620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6032618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6032614 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6032612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6032608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6032608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -6032623.000000 Penalty: 3500.413818
	Iteration 50Q: 3 clusters Score -6032623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6032620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6032620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -6032613.000000 Penalty: 3500.413818
	Iteration 53Q: 3 clusters Score -6032613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6032606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -6032615.000000 Penalty: 3500.413818
	Iteration 55Q: 3 clusters Score -6032615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6032614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -6032621.500000 Penalty: 3500.413818
	Iteration 57Q: 3 clusters Score -6032622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -6032623.000000 Penalty: 3500.413818
	Iteration 58Q: 3 clusters Score -6032623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -6032630.000000 Penalty: 3500.413818
	Iteration 59Q: 3 clusters Score -6032630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6032622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6032619 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6032621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -6032634.000000 Penalty: 3500.413818
	Iteration 63Q: 3 clusters Score -6032634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6032636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -6032625.000000 Penalty: 3500.413818
	Iteration 65Q: 3 clusters Score -6032625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -6032620.500000 Penalty: 3500.413818
	Iteration 66Q: 3 clusters Score -6032620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -6032623.500000 Penalty: 3500.413818
	Iteration 67Q: 3 clusters Score -6032624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -6032616.500000 Penalty: 3500.413818
	Iteration 68Q: 3 clusters Score -6032616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6032621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -6032615.500000 Penalty: 3500.413818
	Iteration 70Q: 3 clusters Score -6032616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6032620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -6032609.000000 Penalty: 3500.413818
	Iteration 72Q: 3 clusters Score -6032609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6032605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -6032607.000000 Penalty: 3500.413818
	Iteration 74Q: 3 clusters Score -6032607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6032609 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6032605 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6032598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -6032611.000000 Penalty: 3500.413818
	Iteration 78Q: 3 clusters Score -6032611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6032608 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -6032614.500000 Penalty: 3500.413818
	Iteration 80F: 3 clusters Score -6032614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6032609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6032606 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6032598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -6032593.500000 Penalty: 3500.413818
	Iteration 84Q: 3 clusters Score -6032594 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -6032590.000000 Penalty: 3500.413818
	Iteration 85Q: 3 clusters Score -6032590 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6032595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6032594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6032595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6032596 nChanged 8
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Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6032605 nChanged 6
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Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -6032602.000000 Penalty: 3500.413818
	Iteration 91Q: 3 clusters Score -6032602 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6032599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6032596 nChanged 4
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Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6032598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6032596 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6032598 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6032603 nChanged 4
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Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6032598 nChanged 4
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Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6032606.000000 Penalty: 3500.413818
	Iteration 99Q: 3 clusters Score -6032606 nChanged 2
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Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6032606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -6032600.000000 Penalty: 3500.413818
	Iteration 101Q: 3 clusters Score -6032600 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -6032609.000000 Penalty: 3500.413818
	Iteration 102Q: 3 clusters Score -6032609 nChanged 7
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Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6032606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6032612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -6032599.000000 Penalty: 3500.413818
	Iteration 105Q: 3 clusters Score -6032599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -6032606.500000 Penalty: 3500.413818
	Iteration 106Q: 3 clusters Score -6032606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -6032606.000000 Penalty: 3500.413818
	Iteration 107Q: 3 clusters Score -6032606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -6032610.000000 Penalty: 3500.413818
	Iteration 108Q: 3 clusters Score -6032610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -6032610.000000 Penalty: 3500.413818
	Iteration 109F: 3 clusters Score -6032610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Entering Unmasked Estep 
Score: -2431108.250000 Penalty: 1611.287354
	Iteration 0F: 2 clusters Score -2431108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2417274.750000 Penalty: 3222.574707
	Iteration 0F: 3 clusters Score -2417275 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2422414.000000 Penalty: 3222.574707
	Iteration 1F: 3 clusters Score -2422414 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2422848.250000 Penalty: 3222.574707
	Iteration 2F: 3 clusters Score -2422848 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2423442.250000 Penalty: 3222.574707
	Iteration 3F: 3 clusters Score -2423442 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2424300.000000 Penalty: 3222.574707
	Iteration 4F: 3 clusters Score -2424300 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2425539.250000 Penalty: 3222.574707
	Iteration 5F: 3 clusters Score -2425539 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2426970.500000 Penalty: 3222.574707
	Iteration 6F: 3 clusters Score -2426970 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2428188.750000 Penalty: 3222.574707
	Iteration 7F: 3 clusters Score -2428189 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2428970.500000 Penalty: 3222.574707
	Iteration 8Q: 3 clusters Score -2428970 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2429334.000000 Penalty: 3222.574707
	Iteration 9Q: 3 clusters Score -2429334 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2429496.500000 Penalty: 3222.574707
	Iteration 10Q: 3 clusters Score -2429496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2429583.250000 Penalty: 3222.574707
	Iteration 11Q: 3 clusters Score -2429583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2429632.750000 Penalty: 3222.574707
	Iteration 12Q: 3 clusters Score -2429633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2429661.250000 Penalty: 3222.574707
	Iteration 13Q: 3 clusters Score -2429661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2429673.750000 Penalty: 3222.574707
	Iteration 14Q: 3 clusters Score -2429674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2429679.750000 Penalty: 3222.574707
	Iteration 15Q: 3 clusters Score -2429680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2429681.750000 Penalty: 3222.574707
	Iteration 16Q: 3 clusters Score -2429682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2429687.750000 Penalty: 3222.574707
	Iteration 17Q: 3 clusters Score -2429688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2429687.750000 Penalty: 3222.574707
	Iteration 18Q: 3 clusters Score -2429688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2429694.750000 Penalty: 3222.574707
	Iteration 19Q: 3 clusters Score -2429695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2429695.000000 Penalty: 3222.574707
	Iteration 20F: 3 clusters Score -2429695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2429696.000000 Penalty: 3222.574707
	Iteration 21Q: 3 clusters Score -2429696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2429697.500000 Penalty: 3222.574707
	Iteration 22Q: 3 clusters Score -2429698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2429697.500000 Penalty: 3222.574707
	Iteration 23F: 3 clusters Score -2429698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -197475.078125 Penalty: 1215.844360
	Iteration 0F: 2 clusters Score -197475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -195616.859375 Penalty: 2431.688721
	Iteration 0F: 3 clusters Score -195616.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -196036.093750 Penalty: 2431.688721
	Iteration 1F: 3 clusters Score -196036.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -196178.375000 Penalty: 2431.688721
	Iteration 2F: 3 clusters Score -196178.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196274.687500 Penalty: 2431.688721
	Iteration 3F: 3 clusters Score -196274.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -196383.328125 Penalty: 2431.688721
	Iteration 4Q: 3 clusters Score -196383.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -196506.796875 Penalty: 2431.688721
	Iteration 5Q: 3 clusters Score -196506.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -196624.484375 Penalty: 2431.688721
	Iteration 6F: 3 clusters Score -196624.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -196734.421875 Penalty: 2431.688721
	Iteration 7Q: 3 clusters Score -196734.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -196822.796875 Penalty: 2431.688721
	Iteration 8Q: 3 clusters Score -196822.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -196908.609375 Penalty: 2431.688721
	Iteration 9Q: 3 clusters Score -196908.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -196972.265625 Penalty: 2431.688721
	Iteration 10Q: 3 clusters Score -196972.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -197022.406250 Penalty: 2431.688721
	Iteration 11Q: 3 clusters Score -197022.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -197080.062500 Penalty: 2431.688721
	Iteration 12Q: 3 clusters Score -197080.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -197150.515625 Penalty: 2431.688721
	Iteration 13Q: 3 clusters Score -197150.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -197235.250000 Penalty: 2431.688721
	Iteration 14Q: 3 clusters Score -197235.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -197276.890625 Penalty: 2431.688721
	Iteration 15Q: 3 clusters Score -197276.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197300.328125 Penalty: 2431.688721
	Iteration 16Q: 3 clusters Score -197300.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -197312.453125 Penalty: 2431.688721
	Iteration 17Q: 3 clusters Score -197312.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -197319.718750 Penalty: 2431.688721
	Iteration 18Q: 3 clusters Score -197319.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -197328.812500 Penalty: 2431.688721
	Iteration 19Q: 3 clusters Score -197328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197351.156250 Penalty: 2431.688721
	Iteration 20F: 3 clusters Score -197351.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -197386.609375 Penalty: 2431.688721
	Iteration 21Q: 3 clusters Score -197386.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -197412.937500 Penalty: 2431.688721
	Iteration 22Q: 3 clusters Score -197412.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -197442.687500 Penalty: 2431.688721
	Iteration 23Q: 3 clusters Score -197442.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -197471.062500 Penalty: 2431.688721
	Iteration 24Q: 3 clusters Score -197471.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -197497.171875 Penalty: 2431.688721
	Iteration 25Q: 3 clusters Score -197497.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -197515.953125 Penalty: 2431.688721
	Iteration 26Q: 3 clusters Score -197516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -197523.421875 Penalty: 2431.688721
	Iteration 27Q: 3 clusters Score -197523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -197528.656250 Penalty: 2431.688721
	Iteration 28Q: 3 clusters Score -197528.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -197532.093750 Penalty: 2431.688721
	Iteration 29Q: 3 clusters Score -197532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -197531.984375 Penalty: 2431.688721
	Iteration 30Q: 3 clusters Score -197532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -197531.984375 Penalty: 2431.688721
	Iteration 31F: 3 clusters Score -197532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 47596 members 
Mstep: Class 10 contains 20244 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79643 members 
Mstep: Class 14 contains 15650 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 18228 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83731 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94549 members 
Mstep: Class 22 contains 91917 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 91947 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 91366 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86783 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25704 members 
Mstep: Class 32 contains 476 members 
Mstep: Class 33 contains 800 members 
Entering Unmasked Estep 
Score: -102223296.000000 Penalty: 73158.421875
Splitting cluster 11 changes total score from -102224088.000000 to -102223296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -11760.439453 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11760.44 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: -11123.839844 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -11123.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11395.072266 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -11395.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11701.381836 Penalty: 1760.232666
	Iteration 2F: 3 clusters Score -11701.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11742.498047 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -11742.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11748.087891 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -11748.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11750.423828 Penalty: 1760.232666
	Iteration 5Q: 3 clusters Score -11750.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11761.054688 Penalty: 1760.232666
	Iteration 6Q: 3 clusters Score -11761.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11770.628906 Penalty: 1760.232666
	Iteration 7Q: 3 clusters Score -11770.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11789.705078 Penalty: 1760.232666
	Iteration 8Q: 3 clusters Score -11789.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11794.287109 Penalty: 1760.232666
	Iteration 9Q: 3 clusters Score -11794.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11794.287109 Penalty: 1760.232666
	Iteration 10F: 3 clusters Score -11794.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 47596 members 
Mstep: Class 10 contains 20244 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 156 members 
Mstep: Class 13 contains 79643 members 
Mstep: Class 14 contains 15650 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 18228 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83731 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94549 members 
Mstep: Class 22 contains 91917 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 91947 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 91366 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86783 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25704 members 
Mstep: Class 32 contains 476 members 
Mstep: Class 33 contains 69 members 
Entering Unmasked Estep 
Score: -102222920.000000 Penalty: 73158.421875
Splitting cluster 12 changes total score from -102224088.000000 to -102222920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (79643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Entering Unmasked Estep 
Score: -9887320.000000 Penalty: 1833.862793
	Iteration 0F: 2 clusters Score -9887320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -9834347.000000 Penalty: 3667.725586
	Iteration 0F: 3 clusters Score -9834347 nChanged 37714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -9856091.000000 Penalty: 3667.725586
	Iteration 1F: 3 clusters Score -9856091 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -9856978.000000 Penalty: 3667.725586
	Iteration 2Q: 3 clusters Score -9856978 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -9858471.000000 Penalty: 3667.725586
	Iteration 3Q: 3 clusters Score -9858471 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -9861216.000000 Penalty: 3667.725586
	Iteration 4F: 3 clusters Score -9861216 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -9865641.000000 Penalty: 3667.725586
	Iteration 5F: 3 clusters Score -9865641 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -9872327.000000 Penalty: 3667.725586
	Iteration 6F: 3 clusters Score -9872327 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -9878987.000000 Penalty: 3667.725586
	Iteration 7F: 3 clusters Score -9878987 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -9883104.000000 Penalty: 3667.725586
	Iteration 8Q: 3 clusters Score -9883104 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9884654.000000 Penalty: 3667.725586
	Iteration 9Q: 3 clusters Score -9884654 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9885302.000000 Penalty: 3667.725586
	Iteration 10Q: 3 clusters Score -9885302 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9885507.000000 Penalty: 3667.725586
	Iteration 11Q: 3 clusters Score -9885507 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9885632.000000 Penalty: 3667.725586
	Iteration 12Q: 3 clusters Score -9885632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9885688.000000 Penalty: 3667.725586
	Iteration 13Q: 3 clusters Score -9885688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9885710.000000 Penalty: 3667.725586
	Iteration 14Q: 3 clusters Score -9885710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79305 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9885733.000000 Penalty: 3667.725586
	Iteration 15Q: 3 clusters Score -9885733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9885757.000000 Penalty: 3667.725586
	Iteration 16Q: 3 clusters Score -9885757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9885770.000000 Penalty: 3667.725586
	Iteration 17Q: 3 clusters Score -9885770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9885773.000000 Penalty: 3667.725586
	Iteration 18Q: 3 clusters Score -9885773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9885785.000000 Penalty: 3667.725586
	Iteration 19Q: 3 clusters Score -9885785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9885783.000000 Penalty: 3667.725586
	Iteration 20F: 3 clusters Score -9885783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9885779.000000 Penalty: 3667.725586
	Iteration 21Q: 3 clusters Score -9885779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9885795.000000 Penalty: 3667.725586
	Iteration 22Q: 3 clusters Score -9885795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9885790.000000 Penalty: 3667.725586
	Iteration 23Q: 3 clusters Score -9885790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79326 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9885784.000000 Penalty: 3667.725586
	Iteration 24Q: 3 clusters Score -9885784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9885790.000000 Penalty: 3667.725586
	Iteration 25Q: 3 clusters Score -9885790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9885789.000000 Penalty: 3667.725586
	Iteration 26Q: 3 clusters Score -9885789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9885792.000000 Penalty: 3667.725586
	Iteration 27Q: 3 clusters Score -9885792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9885792.000000 Penalty: 3667.725586
	Iteration 28F: 3 clusters Score -9885792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Entering Unmasked Estep 
Score: -1947351.125000 Penalty: 1569.461670
	Iteration 0F: 2 clusters Score -1947351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1936568.375000 Penalty: 3138.923340
	Iteration 0F: 3 clusters Score -1936568 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1940237.375000 Penalty: 3138.923340
	Iteration 1F: 3 clusters Score -1940237 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1940511.000000 Penalty: 3138.923340
	Iteration 2F: 3 clusters Score -1940511 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1940718.625000 Penalty: 3138.923340
	Iteration 3Q: 3 clusters Score -1940719 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1940868.250000 Penalty: 3138.923340
	Iteration 4Q: 3 clusters Score -1940868 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1941023.000000 Penalty: 3138.923340
	Iteration 5Q: 3 clusters Score -1941023 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1941236.500000 Penalty: 3138.923340
	Iteration 6Q: 3 clusters Score -1941236 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1941560.625000 Penalty: 3138.923340
	Iteration 7Q: 3 clusters Score -1941561 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1942052.375000 Penalty: 3138.923340
	Iteration 8F: 3 clusters Score -1942052 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1942760.000000 Penalty: 3138.923340
	Iteration 9F: 3 clusters Score -1942760 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1943660.875000 Penalty: 3138.923340
	Iteration 10F: 3 clusters Score -1943661 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1944507.625000 Penalty: 3138.923340
	Iteration 11F: 3 clusters Score -1944508 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1945152.750000 Penalty: 3138.923340
	Iteration 12Q: 3 clusters Score -1945153 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1945535.875000 Penalty: 3138.923340
	Iteration 13Q: 3 clusters Score -1945536 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1945722.000000 Penalty: 3138.923340
	Iteration 14Q: 3 clusters Score -1945722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1945821.500000 Penalty: 3138.923340
	Iteration 15Q: 3 clusters Score -1945822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1945876.250000 Penalty: 3138.923340
	Iteration 16Q: 3 clusters Score -1945876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1945904.125000 Penalty: 3138.923340
	Iteration 17Q: 3 clusters Score -1945904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1945916.250000 Penalty: 3138.923340
	Iteration 18Q: 3 clusters Score -1945916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1945932.125000 Penalty: 3138.923340
	Iteration 19Q: 3 clusters Score -1945932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1945950.750000 Penalty: 3138.923340
	Iteration 20F: 3 clusters Score -1945951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1945969.500000 Penalty: 3138.923340
	Iteration 21Q: 3 clusters Score -1945970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1945982.750000 Penalty: 3138.923340
	Iteration 22Q: 3 clusters Score -1945983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1945989.125000 Penalty: 3138.923340
	Iteration 23Q: 3 clusters Score -1945989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1945998.375000 Penalty: 3138.923340
	Iteration 24Q: 3 clusters Score -1945998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1946002.500000 Penalty: 3138.923340
	Iteration 25Q: 3 clusters Score -1946002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1946007.625000 Penalty: 3138.923340
	Iteration 26Q: 3 clusters Score -1946008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1946009.625000 Penalty: 3138.923340
	Iteration 27Q: 3 clusters Score -1946010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1946009.625000 Penalty: 3138.923340
	Iteration 28F: 3 clusters Score -1946010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Entering Unmasked Estep 
Score: -556346.687500 Penalty: 1372.425781
	Iteration 0F: 2 clusters Score -556346.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -552613.562500 Penalty: 2744.851562
	Iteration 0F: 3 clusters Score -552613.6 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -553704.250000 Penalty: 2744.851562
	Iteration 1F: 3 clusters Score -553704.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -553984.312500 Penalty: 2744.851562
	Iteration 2F: 3 clusters Score -553984.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -554167.750000 Penalty: 2744.851562
	Iteration 3F: 3 clusters Score -554167.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -554321.187500 Penalty: 2744.851562
	Iteration 4Q: 3 clusters Score -554321.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -554458.562500 Penalty: 2744.851562
	Iteration 5Q: 3 clusters Score -554458.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -554625.625000 Penalty: 2744.851562
	Iteration 6Q: 3 clusters Score -554625.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -554797.312500 Penalty: 2744.851562
	Iteration 7Q: 3 clusters Score -554797.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -554944.687500 Penalty: 2744.851562
	Iteration 8Q: 3 clusters Score -554944.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -555084.687500 Penalty: 2744.851562
	Iteration 9Q: 3 clusters Score -555084.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -555193.687500 Penalty: 2744.851562
	Iteration 10Q: 3 clusters Score -555193.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -555258.625000 Penalty: 2744.851562
	Iteration 11Q: 3 clusters Score -555258.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -555313.500000 Penalty: 2744.851562
	Iteration 12Q: 3 clusters Score -555313.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -555349.312500 Penalty: 2744.851562
	Iteration 13Q: 3 clusters Score -555349.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -555376.125000 Penalty: 2744.851562
	Iteration 14Q: 3 clusters Score -555376.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -555402.062500 Penalty: 2744.851562
	Iteration 15Q: 3 clusters Score -555402.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -555427.625000 Penalty: 2744.851562
	Iteration 16Q: 3 clusters Score -555427.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -555443.375000 Penalty: 2744.851562
	Iteration 17Q: 3 clusters Score -555443.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -555455.812500 Penalty: 2744.851562
	Iteration 18Q: 3 clusters Score -555455.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -555469.437500 Penalty: 2744.851562
	Iteration 19Q: 3 clusters Score -555469.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -555478.875000 Penalty: 2744.851562
	Iteration 20F: 3 clusters Score -555478.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -555486.312500 Penalty: 2744.851562
	Iteration 21Q: 3 clusters Score -555486.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -555490.750000 Penalty: 2744.851562
	Iteration 22Q: 3 clusters Score -555490.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -555497.437500 Penalty: 2744.851562
	Iteration 23Q: 3 clusters Score -555497.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -555504.500000 Penalty: 2744.851562
	Iteration 24Q: 3 clusters Score -555504.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -555510.750000 Penalty: 2744.851562
	Iteration 25Q: 3 clusters Score -555510.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -555512.187500 Penalty: 2744.851562
	Iteration 26Q: 3 clusters Score -555512.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -555516.250000 Penalty: 2744.851562
	Iteration 27Q: 3 clusters Score -555516.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -555518.812500 Penalty: 2744.851562
	Iteration 28Q: 3 clusters Score -555518.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -555522.062500 Penalty: 2744.851562
	Iteration 29Q: 3 clusters Score -555522.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -555524.687500 Penalty: 2744.851562
	Iteration 30Q: 3 clusters Score -555524.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -555527.500000 Penalty: 2744.851562
	Iteration 31Q: 3 clusters Score -555527.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -555529.187500 Penalty: 2744.851562
	Iteration 32Q: 3 clusters Score -555529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -555530.312500 Penalty: 2744.851562
	Iteration 33Q: 3 clusters Score -555530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -555531.312500 Penalty: 2744.851562
	Iteration 34Q: 3 clusters Score -555531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -555531.812500 Penalty: 2744.851562
	Iteration 35Q: 3 clusters Score -555531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -555532.187500 Penalty: 2744.851562
	Iteration 36Q: 3 clusters Score -555532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -555532.375000 Penalty: 2744.851562
	Iteration 37Q: 3 clusters Score -555532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -555532.375000 Penalty: 2744.851562
	Iteration 38F: 3 clusters Score -555532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Entering Unmasked Estep 
Score: -2195941.500000 Penalty: 1594.240967
	Iteration 0F: 2 clusters Score -2195942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2183433.250000 Penalty: 3188.481934
	Iteration 0F: 3 clusters Score -2183433 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2188064.250000 Penalty: 3188.481934
	Iteration 1F: 3 clusters Score -2188064 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2188550.750000 Penalty: 3188.481934
	Iteration 2F: 3 clusters Score -2188551 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2189077.250000 Penalty: 3188.481934
	Iteration 3F: 3 clusters Score -2189077 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2189676.250000 Penalty: 3188.481934
	Iteration 4F: 3 clusters Score -2189676 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2190393.250000 Penalty: 3188.481934
	Iteration 5F: 3 clusters Score -2190393 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2191146.250000 Penalty: 3188.481934
	Iteration 6F: 3 clusters Score -2191146 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2191975.750000 Penalty: 3188.481934
	Iteration 7F: 3 clusters Score -2191976 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2192683.500000 Penalty: 3188.481934
	Iteration 8F: 3 clusters Score -2192684 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2193225.250000 Penalty: 3188.481934
	Iteration 9Q: 3 clusters Score -2193225 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2193624.000000 Penalty: 3188.481934
	Iteration 10Q: 3 clusters Score -2193624 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2193879.250000 Penalty: 3188.481934
	Iteration 11Q: 3 clusters Score -2193879 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2194032.500000 Penalty: 3188.481934
	Iteration 12Q: 3 clusters Score -2194032 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2194130.500000 Penalty: 3188.481934
	Iteration 13Q: 3 clusters Score -2194130 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2194224.250000 Penalty: 3188.481934
	Iteration 14Q: 3 clusters Score -2194224 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2194291.500000 Penalty: 3188.481934
	Iteration 15Q: 3 clusters Score -2194292 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2194340.000000 Penalty: 3188.481934
	Iteration 16Q: 3 clusters Score -2194340 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2194376.500000 Penalty: 3188.481934
	Iteration 17Q: 3 clusters Score -2194376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2194405.750000 Penalty: 3188.481934
	Iteration 18Q: 3 clusters Score -2194406 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2194431.250000 Penalty: 3188.481934
	Iteration 19Q: 3 clusters Score -2194431 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2194456.750000 Penalty: 3188.481934
	Iteration 20F: 3 clusters Score -2194457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2194479.000000 Penalty: 3188.481934
	Iteration 21Q: 3 clusters Score -2194479 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2194498.750000 Penalty: 3188.481934
	Iteration 22Q: 3 clusters Score -2194499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2194517.250000 Penalty: 3188.481934
	Iteration 23Q: 3 clusters Score -2194517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2194535.250000 Penalty: 3188.481934
	Iteration 24Q: 3 clusters Score -2194535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2194548.750000 Penalty: 3188.481934
	Iteration 25Q: 3 clusters Score -2194549 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2194565.000000 Penalty: 3188.481934
	Iteration 26Q: 3 clusters Score -2194565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2194587.500000 Penalty: 3188.481934
	Iteration 27Q: 3 clusters Score -2194588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2194595.000000 Penalty: 3188.481934
	Iteration 28Q: 3 clusters Score -2194595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2194607.750000 Penalty: 3188.481934
	Iteration 29Q: 3 clusters Score -2194608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2194620.750000 Penalty: 3188.481934
	Iteration 30Q: 3 clusters Score -2194621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2194631.250000 Penalty: 3188.481934
	Iteration 31Q: 3 clusters Score -2194631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2194651.500000 Penalty: 3188.481934
	Iteration 32Q: 3 clusters Score -2194652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2194670.750000 Penalty: 3188.481934
	Iteration 33Q: 3 clusters Score -2194671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2194689.500000 Penalty: 3188.481934
	Iteration 34Q: 3 clusters Score -2194690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2194695.500000 Penalty: 3188.481934
	Iteration 35Q: 3 clusters Score -2194696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2194705.250000 Penalty: 3188.481934
	Iteration 36Q: 3 clusters Score -2194705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2194717.500000 Penalty: 3188.481934
	Iteration 37Q: 3 clusters Score -2194718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2194721.000000 Penalty: 3188.481934
	Iteration 38Q: 3 clusters Score -2194721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2194725.500000 Penalty: 3188.481934
	Iteration 39Q: 3 clusters Score -2194726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2194738.750000 Penalty: 3188.481934
	Iteration 40F: 3 clusters Score -2194739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2194744.000000 Penalty: 3188.481934
	Iteration 41Q: 3 clusters Score -2194744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2194749.500000 Penalty: 3188.481934
	Iteration 42Q: 3 clusters Score -2194750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2194752.500000 Penalty: 3188.481934
	Iteration 43Q: 3 clusters Score -2194752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2194761.500000 Penalty: 3188.481934
	Iteration 44Q: 3 clusters Score -2194762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2194762.750000 Penalty: 3188.481934
	Iteration 45Q: 3 clusters Score -2194763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2194771.500000 Penalty: 3188.481934
	Iteration 46Q: 3 clusters Score -2194772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2194774.000000 Penalty: 3188.481934
	Iteration 47Q: 3 clusters Score -2194774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2194776.750000 Penalty: 3188.481934
	Iteration 48Q: 3 clusters Score -2194777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2194778.250000 Penalty: 3188.481934
	Iteration 49Q: 3 clusters Score -2194778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2194782.750000 Penalty: 3188.481934
	Iteration 50Q: 3 clusters Score -2194783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2194787.750000 Penalty: 3188.481934
	Iteration 51Q: 3 clusters Score -2194788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2194787.500000 Penalty: 3188.481934
	Iteration 52Q: 3 clusters Score -2194788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2194789.750000 Penalty: 3188.481934
	Iteration 53Q: 3 clusters Score -2194790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2194793.000000 Penalty: 3188.481934
	Iteration 54Q: 3 clusters Score -2194793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2194796.250000 Penalty: 3188.481934
	Iteration 55Q: 3 clusters Score -2194796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2194799.000000 Penalty: 3188.481934
	Iteration 56Q: 3 clusters Score -2194799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2194802.250000 Penalty: 3188.481934
	Iteration 57Q: 3 clusters Score -2194802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2194803.250000 Penalty: 3188.481934
	Iteration 58Q: 3 clusters Score -2194803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2194803.250000 Penalty: 3188.481934
	Iteration 59Q: 3 clusters Score -2194803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2194804.500000 Penalty: 3188.481934
	Iteration 60F: 3 clusters Score -2194804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2194807.000000 Penalty: 3188.481934
	Iteration 61Q: 3 clusters Score -2194807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2194807.000000 Penalty: 3188.481934
	Iteration 62F: 3 clusters Score -2194807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -297252.312500 Penalty: 1275.261475
	Iteration 0F: 2 clusters Score -297252.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -294852.718750 Penalty: 2550.522949
	Iteration 0F: 3 clusters Score -294852.7 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -295552.593750 Penalty: 2550.522949
	Iteration 1F: 3 clusters Score -295552.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -295955.750000 Penalty: 2550.522949
	Iteration 2F: 3 clusters Score -295955.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -296228.218750 Penalty: 2550.522949
	Iteration 3F: 3 clusters Score -296228.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -296449.625000 Penalty: 2550.522949
	Iteration 4F: 3 clusters Score -296449.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -296631.812500 Penalty: 2550.522949
	Iteration 5F: 3 clusters Score -296631.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -296741.093750 Penalty: 2550.522949
	Iteration 6Q: 3 clusters Score -296741.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -296822.156250 Penalty: 2550.522949
	Iteration 7Q: 3 clusters Score -296822.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -296889.843750 Penalty: 2550.522949
	Iteration 8Q: 3 clusters Score -296889.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -296956.125000 Penalty: 2550.522949
	Iteration 9Q: 3 clusters Score -296956.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -297008.375000 Penalty: 2550.522949
	Iteration 10Q: 3 clusters Score -297008.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -297054.625000 Penalty: 2550.522949
	Iteration 11Q: 3 clusters Score -297054.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -297099.750000 Penalty: 2550.522949
	Iteration 12Q: 3 clusters Score -297099.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -297131.250000 Penalty: 2550.522949
	Iteration 13Q: 3 clusters Score -297131.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -297162.468750 Penalty: 2550.522949
	Iteration 14Q: 3 clusters Score -297162.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -297197.062500 Penalty: 2550.522949
	Iteration 15Q: 3 clusters Score -297197.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -297214.687500 Penalty: 2550.522949
	Iteration 16Q: 3 clusters Score -297214.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -297227.750000 Penalty: 2550.522949
	Iteration 17Q: 3 clusters Score -297227.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -297238.125000 Penalty: 2550.522949
	Iteration 18Q: 3 clusters Score -297238.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -297247.812500 Penalty: 2550.522949
	Iteration 19Q: 3 clusters Score -297247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -297251.093750 Penalty: 2550.522949
	Iteration 20F: 3 clusters Score -297251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -297253.281250 Penalty: 2550.522949
	Iteration 21Q: 3 clusters Score -297253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -297254.906250 Penalty: 2550.522949
	Iteration 22Q: 3 clusters Score -297254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -297256.937500 Penalty: 2550.522949
	Iteration 23Q: 3 clusters Score -297256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -297257.500000 Penalty: 2550.522949
	Iteration 24Q: 3 clusters Score -297257.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -297257.500000 Penalty: 2550.522949
	Iteration 25F: 3 clusters Score -297257.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 47596 members 
Mstep: Class 10 contains 20244 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79643 members 
Mstep: Class 14 contains 15650 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 18228 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 83731 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94549 members 
Mstep: Class 22 contains 91917 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 91947 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 91366 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86783 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25704 members 
Mstep: Class 32 contains 476 members 
Mstep: Class 33 contains 1869 members 
Entering Unmasked Estep 
Score: -102223416.000000 Penalty: 73158.421875
Splitting cluster 17 changes total score from -102224088.000000 to -102223416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (83731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Entering Unmasked Estep 
Score: -10534159.000000 Penalty: 1841.996704
	Iteration 0F: 2 clusters Score -1.053416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -10480475.000000 Penalty: 3683.993408
	Iteration 0F: 3 clusters Score -1.048048e+07 nChanged 39899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -10503092.000000 Penalty: 3683.993408
	Iteration 1F: 3 clusters Score -1.050309e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -10503543.000000 Penalty: 3683.993408
	Iteration 2Q: 3 clusters Score -1.050354e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -10504051.000000 Penalty: 3683.993408
	Iteration 3Q: 3 clusters Score -1.050405e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -10504770.000000 Penalty: 3683.993408
	Iteration 4Q: 3 clusters Score -1.050477e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -10505783.000000 Penalty: 3683.993408
	Iteration 5Q: 3 clusters Score -1.050578e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -10507535.000000 Penalty: 3683.993408
	Iteration 6Q: 3 clusters Score -1.050754e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -10510271.000000 Penalty: 3683.993408
	Iteration 7F: 3 clusters Score -1.051027e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -10514349.000000 Penalty: 3683.993408
	Iteration 8F: 3 clusters Score -1.051435e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -10518706.000000 Penalty: 3683.993408
	Iteration 9F: 3 clusters Score -1.051871e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -10521827.000000 Penalty: 3683.993408
	Iteration 10F: 3 clusters Score -1.052183e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -10523498.000000 Penalty: 3683.993408
	Iteration 11Q: 3 clusters Score -1.05235e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -10524294.000000 Penalty: 3683.993408
	Iteration 12Q: 3 clusters Score -1.052429e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -10524904.000000 Penalty: 3683.993408
	Iteration 13Q: 3 clusters Score -1.05249e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -10525437.000000 Penalty: 3683.993408
	Iteration 14Q: 3 clusters Score -1.052544e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -10525905.000000 Penalty: 3683.993408
	Iteration 15Q: 3 clusters Score -1.05259e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -10526481.000000 Penalty: 3683.993408
	Iteration 16Q: 3 clusters Score -1.052648e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -10527010.000000 Penalty: 3683.993408
	Iteration 17Q: 3 clusters Score -1.052701e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -10527578.000000 Penalty: 3683.993408
	Iteration 18Q: 3 clusters Score -1.052758e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -10528124.000000 Penalty: 3683.993408
	Iteration 19Q: 3 clusters Score -1.052812e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -10528671.000000 Penalty: 3683.993408
	Iteration 20F: 3 clusters Score -1.052867e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -10529197.000000 Penalty: 3683.993408
	Iteration 21Q: 3 clusters Score -1.05292e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -10529723.000000 Penalty: 3683.993408
	Iteration 22Q: 3 clusters Score -1.052972e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -10530248.000000 Penalty: 3683.993408
	Iteration 23Q: 3 clusters Score -1.053025e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77651 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -10530654.000000 Penalty: 3683.993408
	Iteration 24Q: 3 clusters Score -1.053065e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -10530885.000000 Penalty: 3683.993408
	Iteration 25Q: 3 clusters Score -1.053088e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -10531101.000000 Penalty: 3683.993408
	Iteration 26Q: 3 clusters Score -1.05311e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -10531265.000000 Penalty: 3683.993408
	Iteration 27Q: 3 clusters Score -1.053126e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -10531426.000000 Penalty: 3683.993408
	Iteration 28Q: 3 clusters Score -1.053143e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -10531609.000000 Penalty: 3683.993408
	Iteration 29Q: 3 clusters Score -1.053161e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -10531704.000000 Penalty: 3683.993408
	Iteration 30Q: 3 clusters Score -1.05317e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -10531843.000000 Penalty: 3683.993408
	Iteration 31Q: 3 clusters Score -1.053184e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -10531951.000000 Penalty: 3683.993408
	Iteration 32Q: 3 clusters Score -1.053195e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -10532039.000000 Penalty: 3683.993408
	Iteration 33Q: 3 clusters Score -1.053204e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -10532140.000000 Penalty: 3683.993408
	Iteration 34Q: 3 clusters Score -1.053214e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -10532191.000000 Penalty: 3683.993408
	Iteration 35Q: 3 clusters Score -1.053219e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -10532236.000000 Penalty: 3683.993408
	Iteration 36Q: 3 clusters Score -1.053224e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -10532285.000000 Penalty: 3683.993408
	Iteration 37Q: 3 clusters Score -1.053228e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10532320.000000 Penalty: 3683.993408
	Iteration 38Q: 3 clusters Score -1.053232e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -10532402.000000 Penalty: 3683.993408
	Iteration 39Q: 3 clusters Score -1.05324e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10532469.000000 Penalty: 3683.993408
	Iteration 40F: 3 clusters Score -1.053247e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -10532526.000000 Penalty: 3683.993408
	Iteration 41Q: 3 clusters Score -1.053253e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82616 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10532556.000000 Penalty: 3683.993408
	Iteration 42Q: 3 clusters Score -1.053256e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82659 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10532576.000000 Penalty: 3683.993408
	Iteration 43Q: 3 clusters Score -1.053258e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10532596.000000 Penalty: 3683.993408
	Iteration 44Q: 3 clusters Score -1.05326e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10532630.000000 Penalty: 3683.993408
	Iteration 45Q: 3 clusters Score -1.053263e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10532656.000000 Penalty: 3683.993408
	Iteration 46Q: 3 clusters Score -1.053266e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -10532690.000000 Penalty: 3683.993408
	Iteration 47Q: 3 clusters Score -1.053269e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10532694.000000 Penalty: 3683.993408
	Iteration 48Q: 3 clusters Score -1.053269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -10532713.000000 Penalty: 3683.993408
	Iteration 49Q: 3 clusters Score -1.053271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10532728.000000 Penalty: 3683.993408
	Iteration 50Q: 3 clusters Score -1.053273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10532719.000000 Penalty: 3683.993408
	Iteration 51Q: 3 clusters Score -1.053272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10532728.000000 Penalty: 3683.993408
	Iteration 52Q: 3 clusters Score -1.053273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10532732.000000 Penalty: 3683.993408
	Iteration 53Q: 3 clusters Score -1.053273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10532725.000000 Penalty: 3683.993408
	Iteration 54Q: 3 clusters Score -1.053272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10532719.000000 Penalty: 3683.993408
	Iteration 55Q: 3 clusters Score -1.053272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10532719.000000 Penalty: 3683.993408
	Iteration 56F: 3 clusters Score -1.053272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -39963.363281 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -39963.36 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 201 members 
Entering Unmasked Estep 
Score: -39051.042969 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -39051.04 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39224.621094 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -39224.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39284.988281 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -39284.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39318.906250 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -39318.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39355.312500 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -39355.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39395.000000 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -39395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39412.332031 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -39412.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39425.605469 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -39425.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39451.593750 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -39451.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39464.406250 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -39464.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39472.757812 Penalty: 1937.326660
	Iteration 10Q: 3 clusters Score -39472.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39476.613281 Penalty: 1937.326660
	Iteration 11Q: 3 clusters Score -39476.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39478.976562 Penalty: 1937.326660
	Iteration 12Q: 3 clusters Score -39478.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39480.957031 Penalty: 1937.326660
	Iteration 13Q: 3 clusters Score -39480.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39485.148438 Penalty: 1937.326660
	Iteration 14Q: 3 clusters Score -39485.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39492.503906 Penalty: 1937.326660
	Iteration 15Q: 3 clusters Score -39492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39496.664062 Penalty: 1937.326660
	Iteration 16Q: 3 clusters Score -39496.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39497.410156 Penalty: 1937.326660
	Iteration 17Q: 3 clusters Score -39497.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39497.410156 Penalty: 1937.326660
	Iteration 18F: 3 clusters Score -39497.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -134793.187500 Penalty: 1152.813232
	Iteration 0F: 2 clusters Score -134793.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133218.937500 Penalty: 2305.626465
	Iteration 0F: 3 clusters Score -133218.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133491.781250 Penalty: 2305.626465
	Iteration 1F: 3 clusters Score -133491.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133577.000000 Penalty: 2305.626465
	Iteration 2F: 3 clusters Score -133577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -133623.750000 Penalty: 2305.626465
	Iteration 3Q: 3 clusters Score -133623.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -133650.093750 Penalty: 2305.626465
	Iteration 4Q: 3 clusters Score -133650.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133668.640625 Penalty: 2305.626465
	Iteration 5Q: 3 clusters Score -133668.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -133682.375000 Penalty: 2305.626465
	Iteration 6Q: 3 clusters Score -133682.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -133696.156250 Penalty: 2305.626465
	Iteration 7Q: 3 clusters Score -133696.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -133710.703125 Penalty: 2305.626465
	Iteration 8Q: 3 clusters Score -133710.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -133719.187500 Penalty: 2305.626465
	Iteration 9Q: 3 clusters Score -133719.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -133725.890625 Penalty: 2305.626465
	Iteration 10Q: 3 clusters Score -133725.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -133733.484375 Penalty: 2305.626465
	Iteration 11Q: 3 clusters Score -133733.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -133735.359375 Penalty: 2305.626465
	Iteration 12Q: 3 clusters Score -133735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133737.453125 Penalty: 2305.626465
	Iteration 13Q: 3 clusters Score -133737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133738.937500 Penalty: 2305.626465
	Iteration 14Q: 3 clusters Score -133738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133742.218750 Penalty: 2305.626465
	Iteration 15Q: 3 clusters Score -133742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133744.187500 Penalty: 2305.626465
	Iteration 16Q: 3 clusters Score -133744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -133747.875000 Penalty: 2305.626465
	Iteration 17Q: 3 clusters Score -133747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -133752.437500 Penalty: 2305.626465
	Iteration 18Q: 3 clusters Score -133752.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133757.093750 Penalty: 2305.626465
	Iteration 19Q: 3 clusters Score -133757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133759.421875 Penalty: 2305.626465
	Iteration 20F: 3 clusters Score -133759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133763.453125 Penalty: 2305.626465
	Iteration 21Q: 3 clusters Score -133763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133764.390625 Penalty: 2305.626465
	Iteration 22Q: 3 clusters Score -133764.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133764.390625 Penalty: 2305.626465
	Iteration 23F: 3 clusters Score -133764.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (94549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Entering Unmasked Estep 
Score: -11798131.000000 Penalty: 1861.742065
	Iteration 0F: 2 clusters Score -1.179813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -11738957.000000 Penalty: 3723.484131
	Iteration 0F: 3 clusters Score -1.173896e+07 nChanged 45153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -11764567.000000 Penalty: 3723.484131
	Iteration 1F: 3 clusters Score -1.176457e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -11765053.000000 Penalty: 3723.484131
	Iteration 2Q: 3 clusters Score -1.176505e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -11765639.000000 Penalty: 3723.484131
	Iteration 3Q: 3 clusters Score -1.176564e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -11766362.000000 Penalty: 3723.484131
	Iteration 4Q: 3 clusters Score -1.176636e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -11767533.000000 Penalty: 3723.484131
	Iteration 5Q: 3 clusters Score -1.176753e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
Score: -11769567.000000 Penalty: 3723.484131
	Iteration 6Q: 3 clusters Score -1.176957e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -11773746.000000 Penalty: 3723.484131
	Iteration 7F: 3 clusters Score -1.177375e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
Score: -11780806.000000 Penalty: 3723.484131
	Iteration 8F: 3 clusters Score -1.178081e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -11788649.000000 Penalty: 3723.484131
	Iteration 9F: 3 clusters Score -1.178865e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -11793450.000000 Penalty: 3723.484131
	Iteration 10F: 3 clusters Score -1.179345e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -11795372.000000 Penalty: 3723.484131
	Iteration 11Q: 3 clusters Score -1.179537e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -11796087.000000 Penalty: 3723.484131
	Iteration 12Q: 3 clusters Score -1.179609e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -11796336.000000 Penalty: 3723.484131
	Iteration 13Q: 3 clusters Score -1.179634e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -11796457.000000 Penalty: 3723.484131
	Iteration 14Q: 3 clusters Score -1.179646e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
Score: -11796519.000000 Penalty: 3723.484131
	Iteration 15Q: 3 clusters Score -1.179652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 94357 members 
Entering Unmasked Estep 
Score: -11796547.000000 Penalty: 3723.484131
	Iteration 16Q: 3 clusters Score -1.179655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -11796564.000000 Penalty: 3723.484131
	Iteration 17Q: 3 clusters Score -1.179656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -11796561.000000 Penalty: 3723.484131
	Iteration 18Q: 3 clusters Score -1.179656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 94362 members 
Entering Unmasked Estep 
Score: -11796581.000000 Penalty: 3723.484131
	Iteration 19Q: 3 clusters Score -1.179658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -11796590.000000 Penalty: 3723.484131
	Iteration 20F: 3 clusters Score -1.179659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -11796590.000000 Penalty: 3723.484131
	Iteration 21Q: 3 clusters Score -1.179659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -11796598.000000 Penalty: 3723.484131
	Iteration 22Q: 3 clusters Score -1.17966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -11796596.000000 Penalty: 3723.484131
	Iteration 23Q: 3 clusters Score -1.17966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -11796611.000000 Penalty: 3723.484131
	Iteration 24Q: 3 clusters Score -1.179661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -11796612.000000 Penalty: 3723.484131
	Iteration 25Q: 3 clusters Score -1.179661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -11796612.000000 Penalty: 3723.484131
	Iteration 26F: 3 clusters Score -1.179661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (91917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91917 members 
Entering Unmasked Estep 
Score: -11619707.000000 Penalty: 1857.154175
	Iteration 0F: 2 clusters Score -1.161971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -11561455.000000 Penalty: 3714.308350
	Iteration 0F: 3 clusters Score -1.156146e+07 nChanged 43999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -11587230.000000 Penalty: 3714.308350
	Iteration 1F: 3 clusters Score -1.158723e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -11588189.000000 Penalty: 3714.308350
	Iteration 2Q: 3 clusters Score -1.158819e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -11589554.000000 Penalty: 3714.308350
	Iteration 3Q: 3 clusters Score -1.158955e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -11591154.000000 Penalty: 3714.308350
	Iteration 4Q: 3 clusters Score -1.159115e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -11592908.000000 Penalty: 3714.308350
	Iteration 5F: 3 clusters Score -1.159291e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -11595280.000000 Penalty: 3714.308350
	Iteration 6F: 3 clusters Score -1.159528e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -11598003.000000 Penalty: 3714.308350
	Iteration 7F: 3 clusters Score -1.1598e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -11600568.000000 Penalty: 3714.308350
	Iteration 8F: 3 clusters Score -1.160057e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -11602996.000000 Penalty: 3714.308350
	Iteration 9F: 3 clusters Score -1.1603e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -11604702.000000 Penalty: 3714.308350
	Iteration 10Q: 3 clusters Score -1.16047e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -11605547.000000 Penalty: 3714.308350
	Iteration 11Q: 3 clusters Score -1.160555e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -11605834.000000 Penalty: 3714.308350
	Iteration 12Q: 3 clusters Score -1.160583e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -11606165.000000 Penalty: 3714.308350
	Iteration 13Q: 3 clusters Score -1.160616e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -11606354.000000 Penalty: 3714.308350
	Iteration 14Q: 3 clusters Score -1.160635e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -11606699.000000 Penalty: 3714.308350
	Iteration 15Q: 3 clusters Score -1.16067e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -11607085.000000 Penalty: 3714.308350
	Iteration 16Q: 3 clusters Score -1.160708e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -11607487.000000 Penalty: 3714.308350
	Iteration 17Q: 3 clusters Score -1.160749e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -11607856.000000 Penalty: 3714.308350
	Iteration 18Q: 3 clusters Score -1.160786e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -11608451.000000 Penalty: 3714.308350
	Iteration 19Q: 3 clusters Score -1.160845e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -11609172.000000 Penalty: 3714.308350
	Iteration 20F: 3 clusters Score -1.160917e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -11609909.000000 Penalty: 3714.308350
	Iteration 21Q: 3 clusters Score -1.160991e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -11610632.000000 Penalty: 3714.308350
	Iteration 22Q: 3 clusters Score -1.161063e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -11611490.000000 Penalty: 3714.308350
	Iteration 23Q: 3 clusters Score -1.161149e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -11612067.000000 Penalty: 3714.308350
	Iteration 24Q: 3 clusters Score -1.161207e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -11612576.000000 Penalty: 3714.308350
	Iteration 25Q: 3 clusters Score -1.161258e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -11612885.000000 Penalty: 3714.308350
	Iteration 26Q: 3 clusters Score -1.161288e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -11613081.000000 Penalty: 3714.308350
	Iteration 27Q: 3 clusters Score -1.161308e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -11613197.000000 Penalty: 3714.308350
	Iteration 28Q: 3 clusters Score -1.16132e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -11613118.000000 Penalty: 3714.308350
	Iteration 29Q: 3 clusters Score -1.161312e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -11612971.000000 Penalty: 3714.308350
	Iteration 30Q: 3 clusters Score -1.161297e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -11612899.000000 Penalty: 3714.308350
	Iteration 31Q: 3 clusters Score -1.16129e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -11612683.000000 Penalty: 3714.308350
	Iteration 32Q: 3 clusters Score -1.161268e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -11612493.000000 Penalty: 3714.308350
	Iteration 33Q: 3 clusters Score -1.161249e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -11612298.000000 Penalty: 3714.308350
	Iteration 34Q: 3 clusters Score -1.16123e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -11612047.000000 Penalty: 3714.308350
	Iteration 35Q: 3 clusters Score -1.161205e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -11611922.000000 Penalty: 3714.308350
	Iteration 36Q: 3 clusters Score -1.161192e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -11611764.000000 Penalty: 3714.308350
	Iteration 37Q: 3 clusters Score -1.161176e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -11611708.000000 Penalty: 3714.308350
	Iteration 38Q: 3 clusters Score -1.161171e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -11611707.000000 Penalty: 3714.308350
	Iteration 39Q: 3 clusters Score -1.161171e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -11612167.000000 Penalty: 3714.308350
	Iteration 40F: 3 clusters Score -1.161217e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -11612744.000000 Penalty: 3714.308350
	Iteration 41Q: 3 clusters Score -1.161274e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81185 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -11613123.000000 Penalty: 3714.308350
	Iteration 42Q: 3 clusters Score -1.161312e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -11615306.000000 Penalty: 3714.308350
	Iteration 43Q: 3 clusters Score -1.161531e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84388 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -11616406.000000 Penalty: 3714.308350
	Iteration 44Q: 3 clusters Score -1.161641e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -11617128.000000 Penalty: 3714.308350
	Iteration 45Q: 3 clusters Score -1.161713e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -11617654.000000 Penalty: 3714.308350
	Iteration 46Q: 3 clusters Score -1.161765e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -11617988.000000 Penalty: 3714.308350
	Iteration 47Q: 3 clusters Score -1.161799e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -11618187.000000 Penalty: 3714.308350
	Iteration 48Q: 3 clusters Score -1.161819e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -11618361.000000 Penalty: 3714.308350
	Iteration 49Q: 3 clusters Score -1.161836e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88161 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -11618509.000000 Penalty: 3714.308350
	Iteration 50Q: 3 clusters Score -1.161851e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88500 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -11618563.000000 Penalty: 3714.308350
	Iteration 51Q: 3 clusters Score -1.161856e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -11618639.000000 Penalty: 3714.308350
	Iteration 52Q: 3 clusters Score -1.161864e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -11618712.000000 Penalty: 3714.308350
	Iteration 53Q: 3 clusters Score -1.161871e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -11618727.000000 Penalty: 3714.308350
	Iteration 54Q: 3 clusters Score -1.161873e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -11618738.000000 Penalty: 3714.308350
	Iteration 55Q: 3 clusters Score -1.161874e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -11618796.000000 Penalty: 3714.308350
	Iteration 56Q: 3 clusters Score -1.16188e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -11618799.000000 Penalty: 3714.308350
	Iteration 57Q: 3 clusters Score -1.16188e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11618854.000000 Penalty: 3714.308350
	Iteration 58Q: 3 clusters Score -1.161885e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -11618846.000000 Penalty: 3714.308350
	Iteration 59Q: 3 clusters Score -1.161885e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11618844.000000 Penalty: 3714.308350
	Iteration 60F: 3 clusters Score -1.161884e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -11618850.000000 Penalty: 3714.308350
	Iteration 61Q: 3 clusters Score -1.161885e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -11618825.000000 Penalty: 3714.308350
	Iteration 62Q: 3 clusters Score -1.161882e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90271 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -11618807.000000 Penalty: 3714.308350
	Iteration 63Q: 3 clusters Score -1.161881e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -11618806.000000 Penalty: 3714.308350
	Iteration 64Q: 3 clusters Score -1.161881e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90368 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11618833.000000 Penalty: 3714.308350
	Iteration 65Q: 3 clusters Score -1.161883e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90408 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -11618805.000000 Penalty: 3714.308350
	Iteration 66Q: 3 clusters Score -1.16188e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90442 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -11618805.000000 Penalty: 3714.308350
	Iteration 67Q: 3 clusters Score -1.16188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11618807.000000 Penalty: 3714.308350
	Iteration 68Q: 3 clusters Score -1.161881e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -11618801.000000 Penalty: 3714.308350
	Iteration 69Q: 3 clusters Score -1.16188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11618795.000000 Penalty: 3714.308350
	Iteration 70Q: 3 clusters Score -1.16188e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90556 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11618820.000000 Penalty: 3714.308350
	Iteration 71Q: 3 clusters Score -1.161882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11618833.000000 Penalty: 3714.308350
	Iteration 72Q: 3 clusters Score -1.161883e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11618811.000000 Penalty: 3714.308350
	Iteration 73Q: 3 clusters Score -1.161881e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11618822.000000 Penalty: 3714.308350
	Iteration 74Q: 3 clusters Score -1.161882e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -11618805.000000 Penalty: 3714.308350
	Iteration 75Q: 3 clusters Score -1.16188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11618810.000000 Penalty: 3714.308350
	Iteration 76Q: 3 clusters Score -1.161881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11618813.000000 Penalty: 3714.308350
	Iteration 77Q: 3 clusters Score -1.161881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11618821.000000 Penalty: 3714.308350
	Iteration 78Q: 3 clusters Score -1.161882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -11618815.000000 Penalty: 3714.308350
	Iteration 79Q: 3 clusters Score -1.161882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -11618790.000000 Penalty: 3714.308350
	Iteration 80F: 3 clusters Score -1.161879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11618793.000000 Penalty: 3714.308350
	Iteration 81Q: 3 clusters Score -1.161879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11618789.000000 Penalty: 3714.308350
	Iteration 82Q: 3 clusters Score -1.161879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -11618778.000000 Penalty: 3714.308350
	Iteration 83Q: 3 clusters Score -1.161878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11618776.000000 Penalty: 3714.308350
	Iteration 84Q: 3 clusters Score -1.161878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11618782.000000 Penalty: 3714.308350
	Iteration 85Q: 3 clusters Score -1.161878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11618781.000000 Penalty: 3714.308350
	Iteration 86Q: 3 clusters Score -1.161878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11618787.000000 Penalty: 3714.308350
	Iteration 87Q: 3 clusters Score -1.161879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11618782.000000 Penalty: 3714.308350
	Iteration 88Q: 3 clusters Score -1.161878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11618770.000000 Penalty: 3714.308350
	Iteration 89Q: 3 clusters Score -1.161877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11618776.000000 Penalty: 3714.308350
	Iteration 90Q: 3 clusters Score -1.161878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -11618779.000000 Penalty: 3714.308350
	Iteration 91Q: 3 clusters Score -1.161878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90790 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -11618785.000000 Penalty: 3714.308350
	Iteration 92Q: 3 clusters Score -1.161878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -11618787.000000 Penalty: 3714.308350
	Iteration 93Q: 3 clusters Score -1.161879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11618780.000000 Penalty: 3714.308350
	Iteration 94Q: 3 clusters Score -1.161878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90821 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11618787.000000 Penalty: 3714.308350
	Iteration 95Q: 3 clusters Score -1.161879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11618788.000000 Penalty: 3714.308350
	Iteration 96Q: 3 clusters Score -1.161879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11618785.000000 Penalty: 3714.308350
	Iteration 97Q: 3 clusters Score -1.161878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90846 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11618790.000000 Penalty: 3714.308350
	Iteration 98Q: 3 clusters Score -1.161879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11618797.000000 Penalty: 3714.308350
	Iteration 99Q: 3 clusters Score -1.16188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90862 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -11618779.000000 Penalty: 3714.308350
	Iteration 100F: 3 clusters Score -1.161878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90869 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11618783.000000 Penalty: 3714.308350
	Iteration 101Q: 3 clusters Score -1.161878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11618776.000000 Penalty: 3714.308350
	Iteration 102Q: 3 clusters Score -1.161878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11618782.000000 Penalty: 3714.308350
	Iteration 103Q: 3 clusters Score -1.161878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11618774.000000 Penalty: 3714.308350
	Iteration 104Q: 3 clusters Score -1.161877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11618772.000000 Penalty: 3714.308350
	Iteration 105Q: 3 clusters Score -1.161877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -11618768.000000 Penalty: 3714.308350
	Iteration 106Q: 3 clusters Score -1.161877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90896 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11618755.000000 Penalty: 3714.308350
	Iteration 107Q: 3 clusters Score -1.161876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11618755.000000 Penalty: 3714.308350
	Iteration 108Q: 3 clusters Score -1.161876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11618756.000000 Penalty: 3714.308350
	Iteration 109Q: 3 clusters Score -1.161876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90902 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11618759.000000 Penalty: 3714.308350
	Iteration 110Q: 3 clusters Score -1.161876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90902 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11618759.000000 Penalty: 3714.308350
	Iteration 111F: 3 clusters Score -1.161876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Entering Unmasked Estep 
Score: -476205.531250 Penalty: 1349.962036
	Iteration 0F: 2 clusters Score -476205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -472783.406250 Penalty: 2699.924072
	Iteration 0F: 3 clusters Score -472783.4 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -473818.656250 Penalty: 2699.924072
	Iteration 1F: 3 clusters Score -473818.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -474158.000000 Penalty: 2699.924072
	Iteration 2F: 3 clusters Score -474158 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -474379.875000 Penalty: 2699.924072
	Iteration 3F: 3 clusters Score -474379.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -474532.437500 Penalty: 2699.924072
	Iteration 4F: 3 clusters Score -474532.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -474673.593750 Penalty: 2699.924072
	Iteration 5Q: 3 clusters Score -474673.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -474825.718750 Penalty: 2699.924072
	Iteration 6Q: 3 clusters Score -474825.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -474971.093750 Penalty: 2699.924072
	Iteration 7Q: 3 clusters Score -474971.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -475069.500000 Penalty: 2699.924072
	Iteration 8Q: 3 clusters Score -475069.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -475173.343750 Penalty: 2699.924072
	Iteration 9Q: 3 clusters Score -475173.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -475239.312500 Penalty: 2699.924072
	Iteration 10Q: 3 clusters Score -475239.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -475287.218750 Penalty: 2699.924072
	Iteration 11Q: 3 clusters Score -475287.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -475327.031250 Penalty: 2699.924072
	Iteration 12Q: 3 clusters Score -475327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -475371.906250 Penalty: 2699.924072
	Iteration 13Q: 3 clusters Score -475371.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -475421.906250 Penalty: 2699.924072
	Iteration 14Q: 3 clusters Score -475421.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -475461.218750 Penalty: 2699.924072
	Iteration 15Q: 3 clusters Score -475461.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -475491.000000 Penalty: 2699.924072
	Iteration 16Q: 3 clusters Score -475491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -475516.937500 Penalty: 2699.924072
	Iteration 17Q: 3 clusters Score -475516.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -475543.000000 Penalty: 2699.924072
	Iteration 18Q: 3 clusters Score -475543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -475557.437500 Penalty: 2699.924072
	Iteration 19Q: 3 clusters Score -475557.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -475574.531250 Penalty: 2699.924072
	Iteration 20F: 3 clusters Score -475574.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -475588.750000 Penalty: 2699.924072
	Iteration 21Q: 3 clusters Score -475588.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -475602.312500 Penalty: 2699.924072
	Iteration 22Q: 3 clusters Score -475602.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -475619.343750 Penalty: 2699.924072
	Iteration 23Q: 3 clusters Score -475619.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -475635.218750 Penalty: 2699.924072
	Iteration 24Q: 3 clusters Score -475635.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -475646.843750 Penalty: 2699.924072
	Iteration 25Q: 3 clusters Score -475646.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -475662.125000 Penalty: 2699.924072
	Iteration 26Q: 3 clusters Score -475662.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -475684.562500 Penalty: 2699.924072
	Iteration 27Q: 3 clusters Score -475684.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -475702.812500 Penalty: 2699.924072
	Iteration 28Q: 3 clusters Score -475702.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -475718.312500 Penalty: 2699.924072
	Iteration 29Q: 3 clusters Score -475718.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -475734.468750 Penalty: 2699.924072
	Iteration 30Q: 3 clusters Score -475734.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -475743.000000 Penalty: 2699.924072
	Iteration 31Q: 3 clusters Score -475743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -475749.718750 Penalty: 2699.924072
	Iteration 32Q: 3 clusters Score -475749.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -475756.593750 Penalty: 2699.924072
	Iteration 33Q: 3 clusters Score -475756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -475758.781250 Penalty: 2699.924072
	Iteration 34Q: 3 clusters Score -475758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -475759.906250 Penalty: 2699.924072
	Iteration 35Q: 3 clusters Score -475759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -475759.718750 Penalty: 2699.924072
	Iteration 36Q: 3 clusters Score -475759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -475761.187500 Penalty: 2699.924072
	Iteration 37Q: 3 clusters Score -475761.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -475761.687500 Penalty: 2699.924072
	Iteration 38Q: 3 clusters Score -475761.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -475762.937500 Penalty: 2699.924072
	Iteration 39Q: 3 clusters Score -475762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -475764.125000 Penalty: 2699.924072
	Iteration 40F: 3 clusters Score -475764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -475764.250000 Penalty: 2699.924072
	Iteration 41Q: 3 clusters Score -475764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -475764.156250 Penalty: 2699.924072
	Iteration 42Q: 3 clusters Score -475764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -475765.468750 Penalty: 2699.924072
	Iteration 43Q: 3 clusters Score -475765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -475765.468750 Penalty: 2699.924072
	Iteration 44Q: 3 clusters Score -475765.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -475765.468750 Penalty: 2699.924072
	Iteration 45F: 3 clusters Score -475765.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (91947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Entering Unmasked Estep 
Score: -11273760.000000 Penalty: 1857.207275
	Iteration 0F: 2 clusters Score -1.127376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -11212870.000000 Penalty: 3714.414551
	Iteration 0F: 3 clusters Score -1.121287e+07 nChanged 43926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -11238111.000000 Penalty: 3714.414551
	Iteration 1F: 3 clusters Score -1.123811e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -11238654.000000 Penalty: 3714.414551
	Iteration 2Q: 3 clusters Score -1.123865e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -11239160.000000 Penalty: 3714.414551
	Iteration 3Q: 3 clusters Score -1.123916e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -11239807.000000 Penalty: 3714.414551
	Iteration 4Q: 3 clusters Score -1.123981e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -11240406.000000 Penalty: 3714.414551
	Iteration 5Q: 3 clusters Score -1.124041e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -11241500.000000 Penalty: 3714.414551
	Iteration 6Q: 3 clusters Score -1.12415e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -11243386.000000 Penalty: 3714.414551
	Iteration 7Q: 3 clusters Score -1.124339e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -11246499.000000 Penalty: 3714.414551
	Iteration 8F: 3 clusters Score -1.12465e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -11251047.000000 Penalty: 3714.414551
	Iteration 9F: 3 clusters Score -1.125105e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -11256275.000000 Penalty: 3714.414551
	Iteration 10F: 3 clusters Score -1.125628e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -11260748.000000 Penalty: 3714.414551
	Iteration 11F: 3 clusters Score -1.126075e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -11263504.000000 Penalty: 3714.414551
	Iteration 12Q: 3 clusters Score -1.12635e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -11265295.000000 Penalty: 3714.414551
	Iteration 13Q: 3 clusters Score -1.12653e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82747 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -11266886.000000 Penalty: 3714.414551
	Iteration 14Q: 3 clusters Score -1.126689e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -11268182.000000 Penalty: 3714.414551
	Iteration 15Q: 3 clusters Score -1.126818e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -11269327.000000 Penalty: 3714.414551
	Iteration 16Q: 3 clusters Score -1.126933e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -11270242.000000 Penalty: 3714.414551
	Iteration 17Q: 3 clusters Score -1.127024e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88265 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -11270996.000000 Penalty: 3714.414551
	Iteration 18Q: 3 clusters Score -1.1271e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -11271575.000000 Penalty: 3714.414551
	Iteration 19Q: 3 clusters Score -1.127158e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89751 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -11271918.000000 Penalty: 3714.414551
	Iteration 20F: 3 clusters Score -1.127192e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90163 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -11272122.000000 Penalty: 3714.414551
	Iteration 21Q: 3 clusters Score -1.127212e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -11272262.000000 Penalty: 3714.414551
	Iteration 22Q: 3 clusters Score -1.127226e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -11272360.000000 Penalty: 3714.414551
	Iteration 23Q: 3 clusters Score -1.127236e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -11272421.000000 Penalty: 3714.414551
	Iteration 24Q: 3 clusters Score -1.127242e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11272448.000000 Penalty: 3714.414551
	Iteration 25Q: 3 clusters Score -1.127245e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11272462.000000 Penalty: 3714.414551
	Iteration 26Q: 3 clusters Score -1.127246e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11272495.000000 Penalty: 3714.414551
	Iteration 27Q: 3 clusters Score -1.12725e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11272529.000000 Penalty: 3714.414551
	Iteration 28Q: 3 clusters Score -1.127253e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11272539.000000 Penalty: 3714.414551
	Iteration 29Q: 3 clusters Score -1.127254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11272561.000000 Penalty: 3714.414551
	Iteration 30Q: 3 clusters Score -1.127256e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11272562.000000 Penalty: 3714.414551
	Iteration 31Q: 3 clusters Score -1.127256e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11272574.000000 Penalty: 3714.414551
	Iteration 32Q: 3 clusters Score -1.127257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91115 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11272586.000000 Penalty: 3714.414551
	Iteration 33Q: 3 clusters Score -1.127259e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91128 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11272577.000000 Penalty: 3714.414551
	Iteration 34Q: 3 clusters Score -1.127258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91145 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11272597.000000 Penalty: 3714.414551
	Iteration 35Q: 3 clusters Score -1.12726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11272605.000000 Penalty: 3714.414551
	Iteration 36Q: 3 clusters Score -1.12726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11272607.000000 Penalty: 3714.414551
	Iteration 37Q: 3 clusters Score -1.127261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11272608.000000 Penalty: 3714.414551
	Iteration 38Q: 3 clusters Score -1.127261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11272615.000000 Penalty: 3714.414551
	Iteration 39Q: 3 clusters Score -1.127262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11272636.000000 Penalty: 3714.414551
	Iteration 40F: 3 clusters Score -1.127264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11272638.000000 Penalty: 3714.414551
	Iteration 41Q: 3 clusters Score -1.127264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11272635.000000 Penalty: 3714.414551
	Iteration 42Q: 3 clusters Score -1.127264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11272650.000000 Penalty: 3714.414551
	Iteration 43Q: 3 clusters Score -1.127265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11272661.000000 Penalty: 3714.414551
	Iteration 44Q: 3 clusters Score -1.127266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11272656.000000 Penalty: 3714.414551
	Iteration 45Q: 3 clusters Score -1.127266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11272648.000000 Penalty: 3714.414551
	Iteration 46Q: 3 clusters Score -1.127265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11272645.000000 Penalty: 3714.414551
	Iteration 47Q: 3 clusters Score -1.127264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11272648.000000 Penalty: 3714.414551
	Iteration 48Q: 3 clusters Score -1.127265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11272664.000000 Penalty: 3714.414551
	Iteration 49Q: 3 clusters Score -1.127266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11272662.000000 Penalty: 3714.414551
	Iteration 50Q: 3 clusters Score -1.127266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11272666.000000 Penalty: 3714.414551
	Iteration 51Q: 3 clusters Score -1.127267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91192 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11272674.000000 Penalty: 3714.414551
	Iteration 52Q: 3 clusters Score -1.127267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11272675.000000 Penalty: 3714.414551
	Iteration 53Q: 3 clusters Score -1.127268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11272670.000000 Penalty: 3714.414551
	Iteration 54Q: 3 clusters Score -1.127267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11272663.000000 Penalty: 3714.414551
	Iteration 55Q: 3 clusters Score -1.127266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91192 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11272673.000000 Penalty: 3714.414551
	Iteration 56Q: 3 clusters Score -1.127267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11272665.000000 Penalty: 3714.414551
	Iteration 57Q: 3 clusters Score -1.127266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11272674.000000 Penalty: 3714.414551
	Iteration 58Q: 3 clusters Score -1.127267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91192 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11272670.000000 Penalty: 3714.414551
	Iteration 59Q: 3 clusters Score -1.127267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11272672.000000 Penalty: 3714.414551
	Iteration 60F: 3 clusters Score -1.127267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11272676.000000 Penalty: 3714.414551
	Iteration 61Q: 3 clusters Score -1.127268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11272676.000000 Penalty: 3714.414551
	Iteration 62F: 3 clusters Score -1.127268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Entering Unmasked Estep 
Score: -702840.437500 Penalty: 1408.330078
	Iteration 0F: 2 clusters Score -702840.4 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 2882 members 
Entering Unmasked Estep 
Score: -698327.062500 Penalty: 2816.660156
	Iteration 0F: 3 clusters Score -698327.1 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -699678.937500 Penalty: 2816.660156
	Iteration 1F: 3 clusters Score -699678.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -699892.625000 Penalty: 2816.660156
	Iteration 2F: 3 clusters Score -699892.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -700023.750000 Penalty: 2816.660156
	Iteration 3Q: 3 clusters Score -700023.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -700134.750000 Penalty: 2816.660156
	Iteration 4Q: 3 clusters Score -700134.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -700250.562500 Penalty: 2816.660156
	Iteration 5Q: 3 clusters Score -700250.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -700379.187500 Penalty: 2816.660156
	Iteration 6Q: 3 clusters Score -700379.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -700489.812500 Penalty: 2816.660156
	Iteration 7Q: 3 clusters Score -700489.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -700610.875000 Penalty: 2816.660156
	Iteration 8Q: 3 clusters Score -700610.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -700727.937500 Penalty: 2816.660156
	Iteration 9Q: 3 clusters Score -700727.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -700845.750000 Penalty: 2816.660156
	Iteration 10Q: 3 clusters Score -700845.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -700956.312500 Penalty: 2816.660156
	Iteration 11Q: 3 clusters Score -700956.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -701049.937500 Penalty: 2816.660156
	Iteration 12Q: 3 clusters Score -701049.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -701143.687500 Penalty: 2816.660156
	Iteration 13Q: 3 clusters Score -701143.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -701218.437500 Penalty: 2816.660156
	Iteration 14Q: 3 clusters Score -701218.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -701281.125000 Penalty: 2816.660156
	Iteration 15Q: 3 clusters Score -701281.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -701317.062500 Penalty: 2816.660156
	Iteration 16Q: 3 clusters Score -701317.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -701346.250000 Penalty: 2816.660156
	Iteration 17Q: 3 clusters Score -701346.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -701366.125000 Penalty: 2816.660156
	Iteration 18Q: 3 clusters Score -701366.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -701387.375000 Penalty: 2816.660156
	Iteration 19Q: 3 clusters Score -701387.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -701407.750000 Penalty: 2816.660156
	Iteration 20F: 3 clusters Score -701407.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -701422.812500 Penalty: 2816.660156
	Iteration 21Q: 3 clusters Score -701422.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -701431.687500 Penalty: 2816.660156
	Iteration 22Q: 3 clusters Score -701431.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -701439.125000 Penalty: 2816.660156
	Iteration 23Q: 3 clusters Score -701439.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -701443.750000 Penalty: 2816.660156
	Iteration 24Q: 3 clusters Score -701443.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -701448.437500 Penalty: 2816.660156
	Iteration 25Q: 3 clusters Score -701448.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -701452.250000 Penalty: 2816.660156
	Iteration 26Q: 3 clusters Score -701452.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -701456.562500 Penalty: 2816.660156
	Iteration 27Q: 3 clusters Score -701456.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -701462.000000 Penalty: 2816.660156
	Iteration 28Q: 3 clusters Score -701462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -701463.875000 Penalty: 2816.660156
	Iteration 29Q: 3 clusters Score -701463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -701465.687500 Penalty: 2816.660156
	Iteration 30Q: 3 clusters Score -701465.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -701466.250000 Penalty: 2816.660156
	Iteration 31Q: 3 clusters Score -701466.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -701469.375000 Penalty: 2816.660156
	Iteration 32Q: 3 clusters Score -701469.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -701470.937500 Penalty: 2816.660156
	Iteration 33Q: 3 clusters Score -701470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -701471.125000 Penalty: 2816.660156
	Iteration 34Q: 3 clusters Score -701471.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -701475.062500 Penalty: 2816.660156
	Iteration 35Q: 3 clusters Score -701475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -701477.812500 Penalty: 2816.660156
	Iteration 36Q: 3 clusters Score -701477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -701478.250000 Penalty: 2816.660156
	Iteration 37Q: 3 clusters Score -701478.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -701477.812500 Penalty: 2816.660156
	Iteration 38Q: 3 clusters Score -701477.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -701480.687500 Penalty: 2816.660156
	Iteration 39Q: 3 clusters Score -701480.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -701482.812500 Penalty: 2816.660156
	Iteration 40F: 3 clusters Score -701482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -701483.312500 Penalty: 2816.660156
	Iteration 41Q: 3 clusters Score -701483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -701483.625000 Penalty: 2816.660156
	Iteration 42Q: 3 clusters Score -701483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -701483.625000 Penalty: 2816.660156
	Iteration 43F: 3 clusters Score -701483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (91366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Entering Unmasked Estep 
Score: -11435943.000000 Penalty: 1856.177124
	Iteration 0F: 2 clusters Score -1.143594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -11377024.000000 Penalty: 3712.354248
	Iteration 0F: 3 clusters Score -1.137702e+07 nChanged 43501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -11401871.000000 Penalty: 3712.354248
	Iteration 1F: 3 clusters Score -1.140187e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -11402441.000000 Penalty: 3712.354248
	Iteration 2Q: 3 clusters Score -1.140244e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -11403329.000000 Penalty: 3712.354248
	Iteration 3Q: 3 clusters Score -1.140333e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -11404331.000000 Penalty: 3712.354248
	Iteration 4Q: 3 clusters Score -1.140433e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -11405794.000000 Penalty: 3712.354248
	Iteration 5Q: 3 clusters Score -1.140579e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -11408359.000000 Penalty: 3712.354248
	Iteration 6F: 3 clusters Score -1.140836e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -11411943.000000 Penalty: 3712.354248
	Iteration 7F: 3 clusters Score -1.141194e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -11416173.000000 Penalty: 3712.354248
	Iteration 8F: 3 clusters Score -1.141617e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65683 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -11419898.000000 Penalty: 3712.354248
	Iteration 9F: 3 clusters Score -1.14199e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -11421933.000000 Penalty: 3712.354248
	Iteration 10Q: 3 clusters Score -1.142193e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -11422488.000000 Penalty: 3712.354248
	Iteration 11Q: 3 clusters Score -1.142249e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -11422757.000000 Penalty: 3712.354248
	Iteration 12Q: 3 clusters Score -1.142276e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -11422968.000000 Penalty: 3712.354248
	Iteration 13Q: 3 clusters Score -1.142297e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -11423261.000000 Penalty: 3712.354248
	Iteration 14Q: 3 clusters Score -1.142326e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -11423636.000000 Penalty: 3712.354248
	Iteration 15Q: 3 clusters Score -1.142364e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -11424032.000000 Penalty: 3712.354248
	Iteration 16Q: 3 clusters Score -1.142403e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -11424547.000000 Penalty: 3712.354248
	Iteration 17Q: 3 clusters Score -1.142455e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -11425178.000000 Penalty: 3712.354248
	Iteration 18Q: 3 clusters Score -1.142518e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -11425925.000000 Penalty: 3712.354248
	Iteration 19Q: 3 clusters Score -1.142592e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -11426710.000000 Penalty: 3712.354248
	Iteration 20F: 3 clusters Score -1.142671e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -11427599.000000 Penalty: 3712.354248
	Iteration 21Q: 3 clusters Score -1.14276e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -11428393.000000 Penalty: 3712.354248
	Iteration 22Q: 3 clusters Score -1.142839e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -11429045.000000 Penalty: 3712.354248
	Iteration 23Q: 3 clusters Score -1.142904e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -11429536.000000 Penalty: 3712.354248
	Iteration 24Q: 3 clusters Score -1.142954e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -11429927.000000 Penalty: 3712.354248
	Iteration 25Q: 3 clusters Score -1.142993e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -11430279.000000 Penalty: 3712.354248
	Iteration 26Q: 3 clusters Score -1.143028e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -11430497.000000 Penalty: 3712.354248
	Iteration 27Q: 3 clusters Score -1.14305e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -11430714.000000 Penalty: 3712.354248
	Iteration 28Q: 3 clusters Score -1.143071e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -11430885.000000 Penalty: 3712.354248
	Iteration 29Q: 3 clusters Score -1.143088e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -11431016.000000 Penalty: 3712.354248
	Iteration 30Q: 3 clusters Score -1.143102e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -11431099.000000 Penalty: 3712.354248
	Iteration 31Q: 3 clusters Score -1.14311e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -11431202.000000 Penalty: 3712.354248
	Iteration 32Q: 3 clusters Score -1.14312e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -11431299.000000 Penalty: 3712.354248
	Iteration 33Q: 3 clusters Score -1.14313e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -11431410.000000 Penalty: 3712.354248
	Iteration 34Q: 3 clusters Score -1.143141e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -11431414.000000 Penalty: 3712.354248
	Iteration 35Q: 3 clusters Score -1.143141e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -11431458.000000 Penalty: 3712.354248
	Iteration 36Q: 3 clusters Score -1.143146e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -11431489.000000 Penalty: 3712.354248
	Iteration 37Q: 3 clusters Score -1.143149e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -11431518.000000 Penalty: 3712.354248
	Iteration 38Q: 3 clusters Score -1.143152e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -11431552.000000 Penalty: 3712.354248
	Iteration 39Q: 3 clusters Score -1.143155e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -11431610.000000 Penalty: 3712.354248
	Iteration 40F: 3 clusters Score -1.143161e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -11431645.000000 Penalty: 3712.354248
	Iteration 41Q: 3 clusters Score -1.143164e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -11431664.000000 Penalty: 3712.354248
	Iteration 42Q: 3 clusters Score -1.143166e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -11431647.000000 Penalty: 3712.354248
	Iteration 43Q: 3 clusters Score -1.143165e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -11431712.000000 Penalty: 3712.354248
	Iteration 44Q: 3 clusters Score -1.143171e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -11431706.000000 Penalty: 3712.354248
	Iteration 45Q: 3 clusters Score -1.143171e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -11431694.000000 Penalty: 3712.354248
	Iteration 46Q: 3 clusters Score -1.143169e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -11431697.000000 Penalty: 3712.354248
	Iteration 47Q: 3 clusters Score -1.14317e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -11431686.000000 Penalty: 3712.354248
	Iteration 48Q: 3 clusters Score -1.143169e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -11431719.000000 Penalty: 3712.354248
	Iteration 49Q: 3 clusters Score -1.143172e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -11431736.000000 Penalty: 3712.354248
	Iteration 50Q: 3 clusters Score -1.143174e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -11431734.000000 Penalty: 3712.354248
	Iteration 51Q: 3 clusters Score -1.143173e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -11431722.000000 Penalty: 3712.354248
	Iteration 52Q: 3 clusters Score -1.143172e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -11431739.000000 Penalty: 3712.354248
	Iteration 53Q: 3 clusters Score -1.143174e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -11431715.000000 Penalty: 3712.354248
	Iteration 54Q: 3 clusters Score -1.143172e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -11431704.000000 Penalty: 3712.354248
	Iteration 55Q: 3 clusters Score -1.14317e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -11431704.000000 Penalty: 3712.354248
	Iteration 56Q: 3 clusters Score -1.14317e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -11431707.000000 Penalty: 3712.354248
	Iteration 57Q: 3 clusters Score -1.143171e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -11431700.000000 Penalty: 3712.354248
	Iteration 58Q: 3 clusters Score -1.14317e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -11431695.000000 Penalty: 3712.354248
	Iteration 59Q: 3 clusters Score -1.14317e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -11431707.000000 Penalty: 3712.354248
	Iteration 60F: 3 clusters Score -1.143171e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -11431699.000000 Penalty: 3712.354248
	Iteration 61Q: 3 clusters Score -1.14317e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -11431688.000000 Penalty: 3712.354248
	Iteration 62Q: 3 clusters Score -1.143169e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -11431701.000000 Penalty: 3712.354248
	Iteration 63Q: 3 clusters Score -1.14317e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -11431713.000000 Penalty: 3712.354248
	Iteration 64Q: 3 clusters Score -1.143171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -11431719.000000 Penalty: 3712.354248
	Iteration 65Q: 3 clusters Score -1.143172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -11431725.000000 Penalty: 3712.354248
	Iteration 66Q: 3 clusters Score -1.143172e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -11431727.000000 Penalty: 3712.354248
	Iteration 67Q: 3 clusters Score -1.143173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -11431715.000000 Penalty: 3712.354248
	Iteration 68Q: 3 clusters Score -1.143172e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -11431730.000000 Penalty: 3712.354248
	Iteration 69Q: 3 clusters Score -1.143173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -11431723.000000 Penalty: 3712.354248
	Iteration 70Q: 3 clusters Score -1.143172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -11431708.000000 Penalty: 3712.354248
	Iteration 71Q: 3 clusters Score -1.143171e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -11431707.000000 Penalty: 3712.354248
	Iteration 72Q: 3 clusters Score -1.143171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -11431709.000000 Penalty: 3712.354248
	Iteration 73Q: 3 clusters Score -1.143171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -11431707.000000 Penalty: 3712.354248
	Iteration 74Q: 3 clusters Score -1.143171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -11431700.000000 Penalty: 3712.354248
	Iteration 75Q: 3 clusters Score -1.14317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -11431706.000000 Penalty: 3712.354248
	Iteration 76Q: 3 clusters Score -1.143171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -11431705.000000 Penalty: 3712.354248
	Iteration 77Q: 3 clusters Score -1.14317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -11431709.000000 Penalty: 3712.354248
	Iteration 78Q: 3 clusters Score -1.143171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -11431703.000000 Penalty: 3712.354248
	Iteration 79Q: 3 clusters Score -1.14317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -11431716.000000 Penalty: 3712.354248
	Iteration 80F: 3 clusters Score -1.143172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -11431720.000000 Penalty: 3712.354248
	Iteration 81Q: 3 clusters Score -1.143172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -11431721.000000 Penalty: 3712.354248
	Iteration 82Q: 3 clusters Score -1.143172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -11431716.000000 Penalty: 3712.354248
	Iteration 83Q: 3 clusters Score -1.143172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -11431707.000000 Penalty: 3712.354248
	Iteration 84Q: 3 clusters Score -1.143171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -11431713.000000 Penalty: 3712.354248
	Iteration 85Q: 3 clusters Score -1.143171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -11431708.000000 Penalty: 3712.354248
	Iteration 86Q: 3 clusters Score -1.143171e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -11431698.000000 Penalty: 3712.354248
	Iteration 87Q: 3 clusters Score -1.14317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -11431706.000000 Penalty: 3712.354248
	Iteration 88Q: 3 clusters Score -1.143171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -11431698.000000 Penalty: 3712.354248
	Iteration 89Q: 3 clusters Score -1.14317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -11431714.000000 Penalty: 3712.354248
	Iteration 90Q: 3 clusters Score -1.143171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -11431701.000000 Penalty: 3712.354248
	Iteration 91Q: 3 clusters Score -1.14317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -11431710.000000 Penalty: 3712.354248
	Iteration 92Q: 3 clusters Score -1.143171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -11431699.000000 Penalty: 3712.354248
	Iteration 93Q: 3 clusters Score -1.14317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -11431704.000000 Penalty: 3712.354248
	Iteration 94Q: 3 clusters Score -1.14317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -11431703.000000 Penalty: 3712.354248
	Iteration 95Q: 3 clusters Score -1.14317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -11431711.000000 Penalty: 3712.354248
	Iteration 96Q: 3 clusters Score -1.143171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -11431710.000000 Penalty: 3712.354248
	Iteration 97Q: 3 clusters Score -1.143171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -11431698.000000 Penalty: 3712.354248
	Iteration 98Q: 3 clusters Score -1.14317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -11431703.000000 Penalty: 3712.354248
	Iteration 99Q: 3 clusters Score -1.14317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -11431704.000000 Penalty: 3712.354248
	Iteration 100F: 3 clusters Score -1.14317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -11431702.000000 Penalty: 3712.354248
	Iteration 101Q: 3 clusters Score -1.14317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -11431704.000000 Penalty: 3712.354248
	Iteration 102Q: 3 clusters Score -1.14317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -11431699.000000 Penalty: 3712.354248
	Iteration 103Q: 3 clusters Score -1.14317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -11431700.000000 Penalty: 3712.354248
	Iteration 104Q: 3 clusters Score -1.14317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -11431700.000000 Penalty: 3712.354248
	Iteration 105F: 3 clusters Score -1.14317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -11800.967773 Penalty: 794.681702
	Iteration 0F: 2 clusters Score -11800.97 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 71 members 
Entering Unmasked Estep 
Score: -11258.738281 Penalty: 1589.363403
	Iteration 0F: 3 clusters Score -11258.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11317.792969 Penalty: 1589.363403
	Iteration 1F: 3 clusters Score -11317.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11334.023438 Penalty: 1589.363403
	Iteration 2Q: 3 clusters Score -11334.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11336.196289 Penalty: 1589.363403
	Iteration 3Q: 3 clusters Score -11336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11336.528320 Penalty: 1589.363403
	Iteration 4Q: 3 clusters Score -11336.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11336.528320 Penalty: 1589.363403
	Iteration 5F: 3 clusters Score -11336.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (86783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Entering Unmasked Estep 
Score: -10770734.000000 Penalty: 1847.814453
	Iteration 0F: 2 clusters Score -1.077073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -10713852.000000 Penalty: 3695.628906
	Iteration 0F: 3 clusters Score -1.071385e+07 nChanged 41412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -10737650.000000 Penalty: 3695.628906
	Iteration 1F: 3 clusters Score -1.073765e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -10738238.000000 Penalty: 3695.628906
	Iteration 2Q: 3 clusters Score -1.073824e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -10739035.000000 Penalty: 3695.628906
	Iteration 3Q: 3 clusters Score -1.073904e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -10740214.000000 Penalty: 3695.628906
	Iteration 4Q: 3 clusters Score -1.074021e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -10742221.000000 Penalty: 3695.628906
	Iteration 5F: 3 clusters Score -1.074222e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -10745660.000000 Penalty: 3695.628906
	Iteration 6F: 3 clusters Score -1.074566e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -10750982.000000 Penalty: 3695.628906
	Iteration 7F: 3 clusters Score -1.075098e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -10757318.000000 Penalty: 3695.628906
	Iteration 8F: 3 clusters Score -1.075732e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -10762532.000000 Penalty: 3695.628906
	Iteration 9F: 3 clusters Score -1.076253e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 81143 members 
Entering Unmasked Estep 
Score: -10765894.000000 Penalty: 3695.628906
	Iteration 10Q: 3 clusters Score -1.076589e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 83294 members 
Entering Unmasked Estep 
Score: -10767648.000000 Penalty: 3695.628906
	Iteration 11Q: 3 clusters Score -1.076765e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -10768457.000000 Penalty: 3695.628906
	Iteration 12Q: 3 clusters Score -1.076846e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -10768845.000000 Penalty: 3695.628906
	Iteration 13Q: 3 clusters Score -1.076884e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -10769067.000000 Penalty: 3695.628906
	Iteration 14Q: 3 clusters Score -1.076907e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -10769166.000000 Penalty: 3695.628906
	Iteration 15Q: 3 clusters Score -1.076917e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -10769242.000000 Penalty: 3695.628906
	Iteration 16Q: 3 clusters Score -1.076924e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 86280 members 
Entering Unmasked Estep 
Score: -10769277.000000 Penalty: 3695.628906
	Iteration 17Q: 3 clusters Score -1.076928e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -10769315.000000 Penalty: 3695.628906
	Iteration 18Q: 3 clusters Score -1.076932e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -10769324.000000 Penalty: 3695.628906
	Iteration 19Q: 3 clusters Score -1.076932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -10769318.000000 Penalty: 3695.628906
	Iteration 20F: 3 clusters Score -1.076932e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -10769339.000000 Penalty: 3695.628906
	Iteration 21Q: 3 clusters Score -1.076934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -10769342.000000 Penalty: 3695.628906
	Iteration 22Q: 3 clusters Score -1.076934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 86429 members 
Entering Unmasked Estep 
Score: -10769356.000000 Penalty: 3695.628906
	Iteration 23Q: 3 clusters Score -1.076936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -10769355.000000 Penalty: 3695.628906
	Iteration 24Q: 3 clusters Score -1.076936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -10769365.000000 Penalty: 3695.628906
	Iteration 25Q: 3 clusters Score -1.076936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -10769360.000000 Penalty: 3695.628906
	Iteration 26Q: 3 clusters Score -1.076936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -10769375.000000 Penalty: 3695.628906
	Iteration 27Q: 3 clusters Score -1.076938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -10769382.000000 Penalty: 3695.628906
	Iteration 28Q: 3 clusters Score -1.076938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -10769380.000000 Penalty: 3695.628906
	Iteration 29Q: 3 clusters Score -1.076938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -10769384.000000 Penalty: 3695.628906
	Iteration 30Q: 3 clusters Score -1.076938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 86455 members 
Entering Unmasked Estep 
Score: -10769389.000000 Penalty: 3695.628906
	Iteration 31Q: 3 clusters Score -1.076939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -10769383.000000 Penalty: 3695.628906
	Iteration 32Q: 3 clusters Score -1.076938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -10769389.000000 Penalty: 3695.628906
	Iteration 33Q: 3 clusters Score -1.076939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 86459 members 
Entering Unmasked Estep 
Score: -10769391.000000 Penalty: 3695.628906
	Iteration 34Q: 3 clusters Score -1.076939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -10769397.000000 Penalty: 3695.628906
	Iteration 35Q: 3 clusters Score -1.07694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -10769395.000000 Penalty: 3695.628906
	Iteration 36Q: 3 clusters Score -1.07694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -10769382.000000 Penalty: 3695.628906
	Iteration 37Q: 3 clusters Score -1.076938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -10769380.000000 Penalty: 3695.628906
	Iteration 38Q: 3 clusters Score -1.076938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 86468 members 
Entering Unmasked Estep 
Score: -10769386.000000 Penalty: 3695.628906
	Iteration 39Q: 3 clusters Score -1.076939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 86468 members 
Entering Unmasked Estep 
Score: -10769386.000000 Penalty: 3695.628906
	Iteration 40F: 3 clusters Score -1.076939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -21454.630859 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -21454.63 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 159 members 
Entering Unmasked Estep 
Score: -20635.380859 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -20635.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20825.861328 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -20825.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20911.957031 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -20911.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21104.263672 Penalty: 1856.963135
	Iteration 3F: 3 clusters Score -21104.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21166.189453 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -21166.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21179.345703 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -21179.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21238.556641 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -21238.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21254.062500 Penalty: 1856.963135
	Iteration 7Q: 3 clusters Score -21254.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21267.316406 Penalty: 1856.963135
	Iteration 8Q: 3 clusters Score -21267.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21287.824219 Penalty: 1856.963135
	Iteration 9Q: 3 clusters Score -21287.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21290.277344 Penalty: 1856.963135
	Iteration 10Q: 3 clusters Score -21290.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21290.277344 Penalty: 1856.963135
	Iteration 11F: 3 clusters Score -21290.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19077.257812 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -19077.26 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: -18323.044922 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -18323.04 nChanged 38
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: -18511.275391 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -18511.28 nChanged 19
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: -18591.517578 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -18591.52 nChanged 12
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: -18677.201172 Penalty: 1743.942139
	Iteration 3F: 3 clusters Score -18677.2 nChanged 5
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: -18705.230469 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -18705.23 nChanged 3
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: -18721.226562 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -18721.23 nChanged 2
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: -18725.000000 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -18725 nChanged 1
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: -18727.679688 Penalty: 1743.942139
	Iteration 7Q: 3 clusters Score -18727.68 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: -18797.791016 Penalty: 1743.942139
	Iteration 8Q: 3 clusters Score -18797.79 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: -18805.921875 Penalty: 1743.942139
	Iteration 9Q: 3 clusters Score -18805.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18808.484375 Penalty: 1743.942139
	Iteration 10Q: 3 clusters Score -18808.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18808.484375 Penalty: 1743.942139
	Iteration 11F: 3 clusters Score -18808.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Entering Unmasked Estep 
Score: -3275227.500000 Penalty: 1650.090332
	Iteration 0F: 2 clusters Score -3275228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -3258056.000000 Penalty: 3300.180664
	Iteration 0F: 3 clusters Score -3258056 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3264471.500000 Penalty: 3300.180664
	Iteration 1F: 3 clusters Score -3264472 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3264783.750000 Penalty: 3300.180664
	Iteration 2Q: 3 clusters Score -3264784 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3265149.500000 Penalty: 3300.180664
	Iteration 3Q: 3 clusters Score -3265150 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3265524.000000 Penalty: 3300.180664
	Iteration 4Q: 3 clusters Score -3265524 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3265942.250000 Penalty: 3300.180664
	Iteration 5Q: 3 clusters Score -3265942 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3266457.500000 Penalty: 3300.180664
	Iteration 6Q: 3 clusters Score -3266458 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3267190.250000 Penalty: 3300.180664
	Iteration 7Q: 3 clusters Score -3267190 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3268091.250000 Penalty: 3300.180664
	Iteration 8F: 3 clusters Score -3268091 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3269050.000000 Penalty: 3300.180664
	Iteration 9Q: 3 clusters Score -3269050 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3269766.750000 Penalty: 3300.180664
	Iteration 10Q: 3 clusters Score -3269767 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3270199.000000 Penalty: 3300.180664
	Iteration 11Q: 3 clusters Score -3270199 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3270469.250000 Penalty: 3300.180664
	Iteration 12Q: 3 clusters Score -3270469 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3270698.750000 Penalty: 3300.180664
	Iteration 13Q: 3 clusters Score -3270699 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3270974.250000 Penalty: 3300.180664
	Iteration 14Q: 3 clusters Score -3270974 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3271242.750000 Penalty: 3300.180664
	Iteration 15Q: 3 clusters Score -3271243 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3271532.750000 Penalty: 3300.180664
	Iteration 16Q: 3 clusters Score -3271533 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3271832.250000 Penalty: 3300.180664
	Iteration 17Q: 3 clusters Score -3271832 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3272121.000000 Penalty: 3300.180664
	Iteration 18Q: 3 clusters Score -3272121 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3272420.750000 Penalty: 3300.180664
	Iteration 19Q: 3 clusters Score -3272421 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3272738.750000 Penalty: 3300.180664
	Iteration 20F: 3 clusters Score -3272739 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3273011.750000 Penalty: 3300.180664
	Iteration 21Q: 3 clusters Score -3273012 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3273244.750000 Penalty: 3300.180664
	Iteration 22Q: 3 clusters Score -3273245 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3273425.250000 Penalty: 3300.180664
	Iteration 23Q: 3 clusters Score -3273425 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3273544.750000 Penalty: 3300.180664
	Iteration 24Q: 3 clusters Score -3273545 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3273625.500000 Penalty: 3300.180664
	Iteration 25Q: 3 clusters Score -3273626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3273679.500000 Penalty: 3300.180664
	Iteration 26Q: 3 clusters Score -3273680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3273709.250000 Penalty: 3300.180664
	Iteration 27Q: 3 clusters Score -3273709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3273736.000000 Penalty: 3300.180664
	Iteration 28Q: 3 clusters Score -3273736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3273753.750000 Penalty: 3300.180664
	Iteration 29Q: 3 clusters Score -3273754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3273763.500000 Penalty: 3300.180664
	Iteration 30Q: 3 clusters Score -3273764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3273783.750000 Penalty: 3300.180664
	Iteration 31Q: 3 clusters Score -3273784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3273790.500000 Penalty: 3300.180664
	Iteration 32Q: 3 clusters Score -3273790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3273806.750000 Penalty: 3300.180664
	Iteration 33Q: 3 clusters Score -3273807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3273808.500000 Penalty: 3300.180664
	Iteration 34Q: 3 clusters Score -3273808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3273816.750000 Penalty: 3300.180664
	Iteration 35Q: 3 clusters Score -3273817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3273822.750000 Penalty: 3300.180664
	Iteration 36Q: 3 clusters Score -3273823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3273823.250000 Penalty: 3300.180664
	Iteration 37Q: 3 clusters Score -3273823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3273822.000000 Penalty: 3300.180664
	Iteration 38Q: 3 clusters Score -3273822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3273822.000000 Penalty: 3300.180664
	Iteration 39F: 3 clusters Score -3273822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47256.460938 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -47256.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46237.777344 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -46237.78 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46429.933594 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -46429.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46521.832031 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -46521.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46570.125000 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -46570.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46592.199219 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -46592.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46611.269531 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -46611.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46618.464844 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -46618.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46623.812500 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -46623.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46628.570312 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -46628.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46632.781250 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -46632.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46636.558594 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -46636.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46639.046875 Penalty: 2003.760742
	Iteration 11Q: 3 clusters Score -46639.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46643.042969 Penalty: 2003.760742
	Iteration 12Q: 3 clusters Score -46643.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46651.859375 Penalty: 2003.760742
	Iteration 13Q: 3 clusters Score -46651.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46664.113281 Penalty: 2003.760742
	Iteration 14Q: 3 clusters Score -46664.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46670.488281 Penalty: 2003.760742
	Iteration 15Q: 3 clusters Score -46670.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46674.183594 Penalty: 2003.760742
	Iteration 16Q: 3 clusters Score -46674.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46676.066406 Penalty: 2003.760742
	Iteration 17Q: 3 clusters Score -46676.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46682.355469 Penalty: 2003.760742
	Iteration 18Q: 3 clusters Score -46682.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46691.464844 Penalty: 2003.760742
	Iteration 19Q: 3 clusters Score -46691.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46713.839844 Penalty: 2003.760742
	Iteration 20F: 3 clusters Score -46713.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46740.347656 Penalty: 2003.760742
	Iteration 21Q: 3 clusters Score -46740.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46756.171875 Penalty: 2003.760742
	Iteration 22Q: 3 clusters Score -46756.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46764.273438 Penalty: 2003.760742
	Iteration 23Q: 3 clusters Score -46764.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46773.664062 Penalty: 2003.760742
	Iteration 24Q: 3 clusters Score -46773.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46782.261719 Penalty: 2003.760742
	Iteration 25Q: 3 clusters Score -46782.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46792.316406 Penalty: 2003.760742
	Iteration 26Q: 3 clusters Score -46792.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46802.851562 Penalty: 2003.760742
	Iteration 27Q: 3 clusters Score -46802.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46805.246094 Penalty: 2003.760742
	Iteration 28Q: 3 clusters Score -46805.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46806.492188 Penalty: 2003.760742
	Iteration 29Q: 3 clusters Score -46806.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46807.742188 Penalty: 2003.760742
	Iteration 30Q: 3 clusters Score -46807.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46807.742188 Penalty: 2003.760742
	Iteration 31F: 3 clusters Score -46807.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 47596 members 
Mstep: Class 10 contains 20244 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79643 members 
Mstep: Class 14 contains 15650 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 18228 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83731 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94549 members 
Mstep: Class 22 contains 91917 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 91947 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 91366 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86783 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25704 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224264.000000 Penalty: 70941.500000
Iteration 159Q: 33 clusters Score -1.022243e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 42469 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 5369 members 
Mstep: Class 9 contains 47610 members 
Mstep: Class 10 contains 20198 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79733 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 18236 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 83741 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94533 members 
Mstep: Class 22 contains 91839 members 
Mstep: Class 23 contains 4052 members 
Mstep: Class 24 contains 91923 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 91312 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86765 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25855 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224368.000000 Penalty: 70941.500000
Iteration 160F: 33 clusters Score -1.022244e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14184 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 42461 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 5367 members 
Mstep: Class 9 contains 47602 members 
Mstep: Class 10 contains 20148 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79829 members 
Mstep: Class 14 contains 15589 members 
Mstep: Class 15 contains 4654 members 
Mstep: Class 16 contains 18252 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 83760 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94501 members 
Mstep: Class 22 contains 91794 members 
Mstep: Class 23 contains 4053 members 
Mstep: Class 24 contains 91910 members 
Mstep: Class 25 contains 5805 members 
Mstep: Class 26 contains 91256 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86746 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 25993 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224560.000000 Penalty: 70941.500000
Iteration 161Q: 33 clusters Score -1.022246e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14183 members 
Mstep: Class 3 contains 3355 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 47582 members 
Mstep: Class 10 contains 20099 members 
Mstep: Class 11 contains 1777 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79904 members 
Mstep: Class 14 contains 15562 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 83761 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94465 members 
Mstep: Class 22 contains 91754 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 91919 members 
Mstep: Class 25 contains 5805 members 
Mstep: Class 26 contains 91218 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86728 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26132 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224816.000000 Penalty: 70941.500000
Iteration 162Q: 33 clusters Score -1.022248e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14171 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 5355 members 
Mstep: Class 9 contains 47565 members 
Mstep: Class 10 contains 20050 members 
Mstep: Class 11 contains 1777 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 79966 members 
Mstep: Class 14 contains 15540 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18281 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 83764 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94425 members 
Mstep: Class 22 contains 91710 members 
Mstep: Class 23 contains 4056 members 
Mstep: Class 24 contains 91959 members 
Mstep: Class 25 contains 5805 members 
Mstep: Class 26 contains 91198 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86705 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26258 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224864.000000 Penalty: 70941.500000
Iteration 163Q: 33 clusters Score -1.022249e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14160 members 
Mstep: Class 3 contains 3357 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2590 members 
Mstep: Class 8 contains 5353 members 
Mstep: Class 9 contains 47550 members 
Mstep: Class 10 contains 20007 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80035 members 
Mstep: Class 14 contains 15531 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 83761 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94366 members 
Mstep: Class 22 contains 91658 members 
Mstep: Class 23 contains 4058 members 
Mstep: Class 24 contains 91962 members 
Mstep: Class 25 contains 5804 members 
Mstep: Class 26 contains 91169 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86714 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26391 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224768.000000 Penalty: 70941.500000
Iteration 164Q: 33 clusters Score -1.022248e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14157 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42436 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2584 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 47545 members 
Mstep: Class 10 contains 19970 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80105 members 
Mstep: Class 14 contains 15531 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 83746 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94290 members 
Mstep: Class 22 contains 91639 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 91923 members 
Mstep: Class 25 contains 5803 members 
Mstep: Class 26 contains 91150 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86788 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26476 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224968.000000 Penalty: 70941.500000
Iteration 165Q: 33 clusters Score -1.02225e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14156 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42432 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2577 members 
Mstep: Class 8 contains 5341 members 
Mstep: Class 9 contains 47568 members 
Mstep: Class 10 contains 19931 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80142 members 
Mstep: Class 14 contains 15525 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 16 contains 18336 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 83726 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94236 members 
Mstep: Class 22 contains 91580 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 91912 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 91136 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86818 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26580 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225072.000000 Penalty: 70941.500000
Iteration 166Q: 33 clusters Score -1.022251e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14151 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42421 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2569 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 47582 members 
Mstep: Class 10 contains 19901 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80201 members 
Mstep: Class 14 contains 15522 members 
Mstep: Class 15 contains 4649 members 
Mstep: Class 16 contains 18362 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 83700 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94200 members 
Mstep: Class 22 contains 91549 members 
Mstep: Class 23 contains 4064 members 
Mstep: Class 24 contains 91932 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 91116 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86807 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26642 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225160.000000 Penalty: 70941.500000
Iteration 167Q: 33 clusters Score -1.022252e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14147 members 
Mstep: Class 3 contains 3350 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 47613 members 
Mstep: Class 10 contains 19862 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80213 members 
Mstep: Class 14 contains 15507 members 
Mstep: Class 15 contains 4648 members 
Mstep: Class 16 contains 18397 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 83730 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94173 members 
Mstep: Class 22 contains 91504 members 
Mstep: Class 23 contains 4063 members 
Mstep: Class 24 contains 91977 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 91067 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86802 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26698 members 
Mstep: Class 32 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225328.000000 Penalty: 70941.500000
Iteration 168Q: 33 clusters Score -1.022253e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14148 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42405 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2557 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 47658 members 
Mstep: Class 10 contains 19824 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80243 members 
Mstep: Class 14 contains 15503 members 
Mstep: Class 15 contains 4648 members 
Mstep: Class 16 contains 18431 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 83745 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 94124 members 
Mstep: Class 22 contains 91423 members 
Mstep: Class 23 contains 4066 members 
Mstep: Class 24 contains 92040 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 91006 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86804 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26752 members 
Mstep: Class 32 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225624.000000 Penalty: 70941.500000
Iteration 169Q: 33 clusters Score -1.022256e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14149 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42396 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 47715 members 
Mstep: Class 10 contains 19782 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80284 members 
Mstep: Class 14 contains 15499 members 
Mstep: Class 15 contains 4649 members 
Mstep: Class 16 contains 18461 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 83747 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 94083 members 
Mstep: Class 22 contains 91366 members 
Mstep: Class 23 contains 4068 members 
Mstep: Class 24 contains 92061 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 90946 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86817 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26811 members 
Mstep: Class 32 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225680.000000 Penalty: 70941.500000
Iteration 170Q: 33 clusters Score -1.022257e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42385 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2550 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 47749 members 
Mstep: Class 10 contains 19749 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80332 members 
Mstep: Class 14 contains 15472 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 16 contains 18485 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 83747 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 94035 members 
Mstep: Class 22 contains 91387 members 
Mstep: Class 23 contains 4073 members 
Mstep: Class 24 contains 92078 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 90900 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86824 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26841 members 
Mstep: Class 32 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225760.000000 Penalty: 70941.500000
Iteration 171Q: 33 clusters Score -1.022258e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14138 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42370 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2550 members 
Mstep: Class 8 contains 5301 members 
Mstep: Class 9 contains 47790 members 
Mstep: Class 10 contains 19723 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80397 members 
Mstep: Class 14 contains 15446 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 16 contains 18517 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 83752 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 93986 members 
Mstep: Class 22 contains 91370 members 
Mstep: Class 23 contains 4074 members 
Mstep: Class 24 contains 92061 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 90861 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86816 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26908 members 
Mstep: Class 32 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225896.000000 Penalty: 70941.500000
Iteration 172Q: 33 clusters Score -1.022259e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42372 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 5291 members 
Mstep: Class 9 contains 47809 members 
Mstep: Class 10 contains 19696 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80454 members 
Mstep: Class 14 contains 15430 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 18540 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 83759 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 93948 members 
Mstep: Class 22 contains 91355 members 
Mstep: Class 23 contains 4077 members 
Mstep: Class 24 contains 92075 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 90804 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86803 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 26964 members 
Mstep: Class 32 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226120.000000 Penalty: 70941.500000
Iteration 173Q: 33 clusters Score -1.022261e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42364 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2548 members 
Mstep: Class 8 contains 5285 members 
Mstep: Class 9 contains 47808 members 
Mstep: Class 10 contains 19676 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80520 members 
Mstep: Class 14 contains 15425 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18562 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 83739 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 93906 members 
Mstep: Class 22 contains 91354 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 92073 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 90770 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86812 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27008 members 
Mstep: Class 32 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226360.000000 Penalty: 70941.500000
Iteration 174Q: 33 clusters Score -1.022264e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14133 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42360 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2545 members 
Mstep: Class 8 contains 5276 members 
Mstep: Class 9 contains 47847 members 
Mstep: Class 10 contains 19660 members 
Mstep: Class 11 contains 1785 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80593 members 
Mstep: Class 14 contains 15430 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18579 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 83719 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 93872 members 
Mstep: Class 22 contains 91335 members 
Mstep: Class 23 contains 4082 members 
Mstep: Class 24 contains 92082 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 90756 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86782 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27014 members 
Mstep: Class 32 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226456.000000 Penalty: 70941.500000
Iteration 175Q: 33 clusters Score -1.022265e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14131 members 
Mstep: Class 3 contains 3323 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42359 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2543 members 
Mstep: Class 8 contains 5276 members 
Mstep: Class 9 contains 47887 members 
Mstep: Class 10 contains 19628 members 
Mstep: Class 11 contains 1786 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80659 members 
Mstep: Class 14 contains 15422 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18598 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 83705 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 93850 members 
Mstep: Class 22 contains 91316 members 
Mstep: Class 23 contains 4083 members 
Mstep: Class 24 contains 92061 members 
Mstep: Class 25 contains 5797 members 
Mstep: Class 26 contains 90734 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86769 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27052 members 
Mstep: Class 32 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226544.000000 Penalty: 70941.500000
Iteration 176Q: 33 clusters Score -1.022265e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14129 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42357 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2542 members 
Mstep: Class 8 contains 5276 members 
Mstep: Class 9 contains 47915 members 
Mstep: Class 10 contains 19605 members 
Mstep: Class 11 contains 1787 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80710 members 
Mstep: Class 14 contains 15409 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18614 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 83680 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 93825 members 
Mstep: Class 22 contains 91335 members 
Mstep: Class 23 contains 4081 members 
Mstep: Class 24 contains 92063 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 90714 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86757 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27063 members 
Mstep: Class 32 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226672.000000 Penalty: 70941.500000
Iteration 177Q: 33 clusters Score -1.022267e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42346 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2543 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 47957 members 
Mstep: Class 10 contains 19583 members 
Mstep: Class 11 contains 1787 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80791 members 
Mstep: Class 14 contains 15405 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 18622 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 83648 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 93809 members 
Mstep: Class 22 contains 91266 members 
Mstep: Class 23 contains 4082 members 
Mstep: Class 24 contains 92045 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 90686 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86756 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27133 members 
Mstep: Class 32 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226832.000000 Penalty: 70941.500000
Iteration 178Q: 33 clusters Score -1.022268e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14124 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42339 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 5278 members 
Mstep: Class 9 contains 48031 members 
Mstep: Class 10 contains 19564 members 
Mstep: Class 11 contains 1786 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80859 members 
Mstep: Class 14 contains 15396 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 18622 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 83627 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 93791 members 
Mstep: Class 22 contains 91236 members 
Mstep: Class 23 contains 4083 members 
Mstep: Class 24 contains 92010 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 90670 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86753 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27155 members 
Mstep: Class 32 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226816.000000 Penalty: 70941.500000
Iteration 179Q: 33 clusters Score -1.022268e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42342 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 5276 members 
Mstep: Class 9 contains 48103 members 
Mstep: Class 10 contains 19552 members 
Mstep: Class 11 contains 1787 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80909 members 
Mstep: Class 14 contains 15392 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 18640 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 83630 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 93765 members 
Mstep: Class 22 contains 91226 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 91939 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90666 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86750 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27154 members 
Mstep: Class 32 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226520.000000 Penalty: 70941.500000
Iteration 180F: 33 clusters Score -1.022265e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14115 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42348 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 5274 members 
Mstep: Class 9 contains 48164 members 
Mstep: Class 10 contains 19533 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80957 members 
Mstep: Class 14 contains 15389 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 18657 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 83649 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 93741 members 
Mstep: Class 22 contains 91235 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 91884 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 90630 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86764 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27128 members 
Mstep: Class 32 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226888.000000 Penalty: 70941.500000
Iteration 181Q: 33 clusters Score -1.022269e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14113 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42349 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2542 members 
Mstep: Class 8 contains 5272 members 
Mstep: Class 9 contains 48245 members 
Mstep: Class 10 contains 19516 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 80990 members 
Mstep: Class 14 contains 15392 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 18668 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 83662 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 93734 members 
Mstep: Class 22 contains 91219 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 91830 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 90592 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86796 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27090 members 
Mstep: Class 32 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226888.000000 Penalty: 70941.500000
Iteration 182Q: 33 clusters Score -1.022269e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14111 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42353 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2543 members 
Mstep: Class 8 contains 5267 members 
Mstep: Class 9 contains 48306 members 
Mstep: Class 10 contains 19496 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81035 members 
Mstep: Class 14 contains 15377 members 
Mstep: Class 15 contains 4654 members 
Mstep: Class 16 contains 18678 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 83670 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 93733 members 
Mstep: Class 22 contains 91228 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 91804 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90543 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86795 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27065 members 
Mstep: Class 32 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226824.000000 Penalty: 70941.500000
Iteration 183Q: 33 clusters Score -1.022268e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14113 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42350 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2543 members 
Mstep: Class 8 contains 5265 members 
Mstep: Class 9 contains 48370 members 
Mstep: Class 10 contains 19471 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81071 members 
Mstep: Class 14 contains 15360 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 18690 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 83667 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 93707 members 
Mstep: Class 22 contains 91215 members 
Mstep: Class 23 contains 4079 members 
Mstep: Class 24 contains 91785 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90526 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86817 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27049 members 
Mstep: Class 32 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226920.000000 Penalty: 70941.500000
Iteration 184Q: 33 clusters Score -1.022269e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14113 members 
Mstep: Class 3 contains 3310 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42353 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 5259 members 
Mstep: Class 9 contains 48448 members 
Mstep: Class 10 contains 19442 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81101 members 
Mstep: Class 14 contains 15345 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 18695 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 83676 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 93681 members 
Mstep: Class 22 contains 91214 members 
Mstep: Class 23 contains 4081 members 
Mstep: Class 24 contains 91752 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90501 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86849 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27030 members 
Mstep: Class 32 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227200.000000 Penalty: 70941.500000
Iteration 185Q: 33 clusters Score -1.022272e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14114 members 
Mstep: Class 3 contains 3313 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42357 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 5256 members 
Mstep: Class 9 contains 48509 members 
Mstep: Class 10 contains 19416 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81151 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 18698 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 83684 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 93669 members 
Mstep: Class 22 contains 91225 members 
Mstep: Class 23 contains 4082 members 
Mstep: Class 24 contains 91698 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 90473 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86841 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27028 members 
Mstep: Class 32 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227320.000000 Penalty: 70941.500000
Iteration 186Q: 33 clusters Score -1.022273e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14112 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42353 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 48556 members 
Mstep: Class 10 contains 19398 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81181 members 
Mstep: Class 14 contains 15317 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 18712 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 83684 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 93659 members 
Mstep: Class 22 contains 91262 members 
Mstep: Class 23 contains 4084 members 
Mstep: Class 24 contains 91669 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 90451 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86837 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27006 members 
Mstep: Class 32 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 33 clusters Score -1.022271e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14112 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42360 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 5247 members 
Mstep: Class 9 contains 48592 members 
Mstep: Class 10 contains 19374 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81204 members 
Mstep: Class 14 contains 15291 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 18721 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 83703 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 93647 members 
Mstep: Class 22 contains 91265 members 
Mstep: Class 23 contains 4084 members 
Mstep: Class 24 contains 91659 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 90425 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86826 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27022 members 
Mstep: Class 32 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 188Q: 33 clusters Score -1.02227e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14110 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42362 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 5246 members 
Mstep: Class 9 contains 48623 members 
Mstep: Class 10 contains 19362 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81216 members 
Mstep: Class 14 contains 15270 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 18728 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 83711 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 93618 members 
Mstep: Class 22 contains 91290 members 
Mstep: Class 23 contains 4084 members 
Mstep: Class 24 contains 91607 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90428 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86845 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27037 members 
Mstep: Class 32 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227000.000000 Penalty: 70941.500000
Iteration 189Q: 33 clusters Score -1.02227e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14110 members 
Mstep: Class 3 contains 3313 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42365 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 48656 members 
Mstep: Class 10 contains 19346 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81257 members 
Mstep: Class 14 contains 15250 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 18740 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 83712 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 93592 members 
Mstep: Class 22 contains 91301 members 
Mstep: Class 23 contains 4083 members 
Mstep: Class 24 contains 91549 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 90413 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86848 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27074 members 
Mstep: Class 32 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227088.000000 Penalty: 70941.500000
Iteration 190Q: 33 clusters Score -1.022271e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14110 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42369 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 5243 members 
Mstep: Class 9 contains 48693 members 
Mstep: Class 10 contains 19340 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81309 members 
Mstep: Class 14 contains 15227 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 18749 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 83727 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 93540 members 
Mstep: Class 22 contains 91286 members 
Mstep: Class 23 contains 4080 members 
Mstep: Class 24 contains 91477 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90398 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86870 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27125 members 
Mstep: Class 32 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227032.000000 Penalty: 70941.500000
Iteration 191Q: 33 clusters Score -1.02227e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14108 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42380 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 5242 members 
Mstep: Class 9 contains 48737 members 
Mstep: Class 10 contains 19324 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81338 members 
Mstep: Class 14 contains 15208 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 18752 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 83753 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 93471 members 
Mstep: Class 22 contains 91290 members 
Mstep: Class 23 contains 4080 members 
Mstep: Class 24 contains 91427 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90379 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86904 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27150 members 
Mstep: Class 32 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227216.000000 Penalty: 70941.500000
Iteration 192Q: 33 clusters Score -1.022272e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14106 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42381 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 5240 members 
Mstep: Class 9 contains 48764 members 
Mstep: Class 10 contains 19293 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81358 members 
Mstep: Class 14 contains 15187 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 18756 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 83786 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 93402 members 
Mstep: Class 22 contains 91276 members 
Mstep: Class 23 contains 4081 members 
Mstep: Class 24 contains 91382 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 90382 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86944 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27203 members 
Mstep: Class 32 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227168.000000 Penalty: 70941.500000
Iteration 193Q: 33 clusters Score -1.022272e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14102 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42375 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 5238 members 
Mstep: Class 9 contains 48784 members 
Mstep: Class 10 contains 19263 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81397 members 
Mstep: Class 14 contains 15177 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 18763 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 83807 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 93342 members 
Mstep: Class 22 contains 91281 members 
Mstep: Class 23 contains 4080 members 
Mstep: Class 24 contains 91343 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90380 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86965 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27247 members 
Mstep: Class 32 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227320.000000 Penalty: 70941.500000
Iteration 194Q: 33 clusters Score -1.022273e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14098 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42371 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 5234 members 
Mstep: Class 9 contains 48797 members 
Mstep: Class 10 contains 19234 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81422 members 
Mstep: Class 14 contains 15165 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 18779 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 83822 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 93294 members 
Mstep: Class 22 contains 91305 members 
Mstep: Class 23 contains 4080 members 
Mstep: Class 24 contains 91292 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90382 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86995 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27275 members 
Mstep: Class 32 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227320.000000 Penalty: 70941.500000
Iteration 195Q: 33 clusters Score -1.022273e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14097 members 
Mstep: Class 3 contains 3310 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42376 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 48810 members 
Mstep: Class 10 contains 19207 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81468 members 
Mstep: Class 14 contains 15149 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 18790 members 
Mstep: Class 17 contains 2574 members 
Mstep: Class 18 contains 83840 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 93249 members 
Mstep: Class 22 contains 91300 members 
Mstep: Class 23 contains 4080 members 
Mstep: Class 24 contains 91245 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90361 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87023 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27328 members 
Mstep: Class 32 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227448.000000 Penalty: 70941.500000
Iteration 196Q: 33 clusters Score -1.022274e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42386 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 5215 members 
Mstep: Class 9 contains 48826 members 
Mstep: Class 10 contains 19183 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81507 members 
Mstep: Class 14 contains 15138 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 18804 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 83853 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 93213 members 
Mstep: Class 22 contains 91296 members 
Mstep: Class 23 contains 4079 members 
Mstep: Class 24 contains 91208 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90346 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87025 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27379 members 
Mstep: Class 32 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227704.000000 Penalty: 70941.500000
Iteration 197Q: 33 clusters Score -1.022277e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 3310 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42387 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5213 members 
Mstep: Class 9 contains 48836 members 
Mstep: Class 10 contains 19169 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81562 members 
Mstep: Class 14 contains 15134 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 83877 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 93177 members 
Mstep: Class 22 contains 91283 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 91125 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90336 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87029 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27438 members 
Mstep: Class 32 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227736.000000 Penalty: 70941.500000
Iteration 198Q: 33 clusters Score -1.022277e+08 nChanged 852
Entering ConstructFrom: 
Score: -102227736.000000 Penalty: 70941.500000
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -46536.000000 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -46536 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 247 members 
Entering Unmasked Estep 
Score: -45575.359375 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -45575.36 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46005.257812 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -46005.26 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46429.355469 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -46429.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -46715.015625 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -46715.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47051.175781 Penalty: 2033.741943
	Iteration 4F: 3 clusters Score -47051.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47192.238281 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -47192.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47258.300781 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -47258.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47313.285156 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -47313.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47383.382812 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -47383.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47410.066406 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -47410.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47420.203125 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -47420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47423.121094 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -47423.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47430.453125 Penalty: 2033.741943
	Iteration 12Q: 3 clusters Score -47430.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47436.386719 Penalty: 2033.741943
	Iteration 13Q: 3 clusters Score -47436.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47440.667969 Penalty: 2033.741943
	Iteration 14Q: 3 clusters Score -47440.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47453.992188 Penalty: 2033.741943
	Iteration 15Q: 3 clusters Score -47453.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47460.617188 Penalty: 2033.741943
	Iteration 16Q: 3 clusters Score -47460.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47472.125000 Penalty: 2033.741943
	Iteration 17Q: 3 clusters Score -47472.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47479.132812 Penalty: 2033.741943
	Iteration 18Q: 3 clusters Score -47479.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47483.453125 Penalty: 2033.741943
	Iteration 19Q: 3 clusters Score -47483.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47488.015625 Penalty: 2033.741943
	Iteration 20F: 3 clusters Score -47488.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47494.671875 Penalty: 2033.741943
	Iteration 21Q: 3 clusters Score -47494.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47494.671875 Penalty: 2033.741943
	Iteration 22F: 3 clusters Score -47494.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14089 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42386 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5210 members 
Mstep: Class 9 contains 48854 members 
Mstep: Class 10 contains 19156 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81619 members 
Mstep: Class 14 contains 15134 members 
Mstep: Class 15 contains 4658 members 
Mstep: Class 16 contains 18828 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 83884 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 93140 members 
Mstep: Class 22 contains 91274 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 91042 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90329 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87044 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27488 members 
Mstep: Class 32 contains 480 members 
Mstep: Class 33 contains 289 members 
Entering Unmasked Estep 
Score: -102227536.000000 Penalty: 73158.421875
Splitting cluster 1 changes total score from -102227736.000000 to -102227536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Entering Unmasked Estep 
Score: -1705584.875000 Penalty: 1552.386719
	Iteration 0F: 2 clusters Score -1705585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1695759.750000 Penalty: 3104.773438
	Iteration 0F: 3 clusters Score -1695760 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1699110.875000 Penalty: 3104.773438
	Iteration 1F: 3 clusters Score -1699111 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1699442.125000 Penalty: 3104.773438
	Iteration 2F: 3 clusters Score -1699442 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1699704.125000 Penalty: 3104.773438
	Iteration 3F: 3 clusters Score -1699704 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1699984.750000 Penalty: 3104.773438
	Iteration 4Q: 3 clusters Score -1699985 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1700304.125000 Penalty: 3104.773438
	Iteration 5Q: 3 clusters Score -1700304 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1700690.250000 Penalty: 3104.773438
	Iteration 6Q: 3 clusters Score -1700690 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1701154.875000 Penalty: 3104.773438
	Iteration 7F: 3 clusters Score -1701155 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1701726.625000 Penalty: 3104.773438
	Iteration 8F: 3 clusters Score -1701727 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1702303.375000 Penalty: 3104.773438
	Iteration 9F: 3 clusters Score -1702303 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1702819.375000 Penalty: 3104.773438
	Iteration 10Q: 3 clusters Score -1702819 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1703226.625000 Penalty: 3104.773438
	Iteration 11Q: 3 clusters Score -1703227 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1703528.750000 Penalty: 3104.773438
	Iteration 12Q: 3 clusters Score -1703529 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1703713.750000 Penalty: 3104.773438
	Iteration 13Q: 3 clusters Score -1703714 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1703827.000000 Penalty: 3104.773438
	Iteration 14Q: 3 clusters Score -1703827 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1703922.375000 Penalty: 3104.773438
	Iteration 15Q: 3 clusters Score -1703922 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1704005.375000 Penalty: 3104.773438
	Iteration 16Q: 3 clusters Score -1704005 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1704066.625000 Penalty: 3104.773438
	Iteration 17Q: 3 clusters Score -1704067 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1704110.750000 Penalty: 3104.773438
	Iteration 18Q: 3 clusters Score -1704111 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1704159.625000 Penalty: 3104.773438
	Iteration 19Q: 3 clusters Score -1704160 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1704198.125000 Penalty: 3104.773438
	Iteration 20F: 3 clusters Score -1704198 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1704226.250000 Penalty: 3104.773438
	Iteration 21Q: 3 clusters Score -1704226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1704250.375000 Penalty: 3104.773438
	Iteration 22Q: 3 clusters Score -1704250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1704256.625000 Penalty: 3104.773438
	Iteration 23Q: 3 clusters Score -1704257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1704260.750000 Penalty: 3104.773438
	Iteration 24Q: 3 clusters Score -1704261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1704269.625000 Penalty: 3104.773438
	Iteration 25Q: 3 clusters Score -1704270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1704281.125000 Penalty: 3104.773438
	Iteration 26Q: 3 clusters Score -1704281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1704291.500000 Penalty: 3104.773438
	Iteration 27Q: 3 clusters Score -1704292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1704300.500000 Penalty: 3104.773438
	Iteration 28Q: 3 clusters Score -1704300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1704305.875000 Penalty: 3104.773438
	Iteration 29Q: 3 clusters Score -1704306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1704316.500000 Penalty: 3104.773438
	Iteration 30Q: 3 clusters Score -1704316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1704322.750000 Penalty: 3104.773438
	Iteration 31Q: 3 clusters Score -1704323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1704326.250000 Penalty: 3104.773438
	Iteration 32Q: 3 clusters Score -1704326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1704327.000000 Penalty: 3104.773438
	Iteration 33Q: 3 clusters Score -1704327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1704331.000000 Penalty: 3104.773438
	Iteration 34Q: 3 clusters Score -1704331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1704332.875000 Penalty: 3104.773438
	Iteration 35Q: 3 clusters Score -1704333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1704337.375000 Penalty: 3104.773438
	Iteration 36Q: 3 clusters Score -1704337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1704340.750000 Penalty: 3104.773438
	Iteration 37Q: 3 clusters Score -1704341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1704344.250000 Penalty: 3104.773438
	Iteration 38Q: 3 clusters Score -1704344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1704349.875000 Penalty: 3104.773438
	Iteration 39Q: 3 clusters Score -1704350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1704354.875000 Penalty: 3104.773438
	Iteration 40F: 3 clusters Score -1704355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1704355.250000 Penalty: 3104.773438
	Iteration 41Q: 3 clusters Score -1704355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1704356.125000 Penalty: 3104.773438
	Iteration 42Q: 3 clusters Score -1704356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1704355.000000 Penalty: 3104.773438
	Iteration 43Q: 3 clusters Score -1704355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1704358.000000 Penalty: 3104.773438
	Iteration 44Q: 3 clusters Score -1704358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1704362.250000 Penalty: 3104.773438
	Iteration 45Q: 3 clusters Score -1704362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1704362.250000 Penalty: 3104.773438
	Iteration 46Q: 3 clusters Score -1704362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1704364.500000 Penalty: 3104.773438
	Iteration 47Q: 3 clusters Score -1704364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1704364.250000 Penalty: 3104.773438
	Iteration 48Q: 3 clusters Score -1704364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1704365.875000 Penalty: 3104.773438
	Iteration 49Q: 3 clusters Score -1704366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1704367.375000 Penalty: 3104.773438
	Iteration 50Q: 3 clusters Score -1704367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1704369.000000 Penalty: 3104.773438
	Iteration 51Q: 3 clusters Score -1704369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1704368.375000 Penalty: 3104.773438
	Iteration 52Q: 3 clusters Score -1704368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1704370.125000 Penalty: 3104.773438
	Iteration 53Q: 3 clusters Score -1704370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1704373.000000 Penalty: 3104.773438
	Iteration 54Q: 3 clusters Score -1704373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1704380.000000 Penalty: 3104.773438
	Iteration 55Q: 3 clusters Score -1704380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1704383.625000 Penalty: 3104.773438
	Iteration 56Q: 3 clusters Score -1704384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1704384.250000 Penalty: 3104.773438
	Iteration 57Q: 3 clusters Score -1704384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1704388.625000 Penalty: 3104.773438
	Iteration 58Q: 3 clusters Score -1704389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1704389.875000 Penalty: 3104.773438
	Iteration 59Q: 3 clusters Score -1704390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1704394.375000 Penalty: 3104.773438
	Iteration 60F: 3 clusters Score -1704394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1704398.875000 Penalty: 3104.773438
	Iteration 61Q: 3 clusters Score -1704399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1704399.750000 Penalty: 3104.773438
	Iteration 62Q: 3 clusters Score -1704400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1704402.500000 Penalty: 3104.773438
	Iteration 63Q: 3 clusters Score -1704402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1704407.250000 Penalty: 3104.773438
	Iteration 64Q: 3 clusters Score -1704407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1704407.250000 Penalty: 3104.773438
	Iteration 65Q: 3 clusters Score -1704407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1704406.750000 Penalty: 3104.773438
	Iteration 66Q: 3 clusters Score -1704407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1704406.750000 Penalty: 3104.773438
	Iteration 67Q: 3 clusters Score -1704407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1704406.125000 Penalty: 3104.773438
	Iteration 68Q: 3 clusters Score -1704406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1704402.625000 Penalty: 3104.773438
	Iteration 69Q: 3 clusters Score -1704403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1704402.125000 Penalty: 3104.773438
	Iteration 70Q: 3 clusters Score -1704402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1704406.000000 Penalty: 3104.773438
	Iteration 71Q: 3 clusters Score -1704406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1704406.000000 Penalty: 3104.773438
	Iteration 72F: 3 clusters Score -1704406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -384246.343750 Penalty: 1316.916138
	Iteration 0F: 2 clusters Score -384246.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -381374.437500 Penalty: 2633.832275
	Iteration 0F: 3 clusters Score -381374.4 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -382233.781250 Penalty: 2633.832275
	Iteration 1F: 3 clusters Score -382233.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -382496.156250 Penalty: 2633.832275
	Iteration 2F: 3 clusters Score -382496.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -382717.687500 Penalty: 2633.832275
	Iteration 3F: 3 clusters Score -382717.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -382874.281250 Penalty: 2633.832275
	Iteration 4F: 3 clusters Score -382874.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -383003.218750 Penalty: 2633.832275
	Iteration 5Q: 3 clusters Score -383003.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -383110.312500 Penalty: 2633.832275
	Iteration 6Q: 3 clusters Score -383110.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -383202.406250 Penalty: 2633.832275
	Iteration 7Q: 3 clusters Score -383202.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -383277.812500 Penalty: 2633.832275
	Iteration 8Q: 3 clusters Score -383277.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -383337.437500 Penalty: 2633.832275
	Iteration 9Q: 3 clusters Score -383337.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -383385.687500 Penalty: 2633.832275
	Iteration 10Q: 3 clusters Score -383385.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -383429.937500 Penalty: 2633.832275
	Iteration 11Q: 3 clusters Score -383429.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -383471.281250 Penalty: 2633.832275
	Iteration 12Q: 3 clusters Score -383471.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -383498.406250 Penalty: 2633.832275
	Iteration 13Q: 3 clusters Score -383498.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -383523.968750 Penalty: 2633.832275
	Iteration 14Q: 3 clusters Score -383524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -383539.468750 Penalty: 2633.832275
	Iteration 15Q: 3 clusters Score -383539.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -383550.593750 Penalty: 2633.832275
	Iteration 16Q: 3 clusters Score -383550.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -383556.812500 Penalty: 2633.832275
	Iteration 17Q: 3 clusters Score -383556.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -383560.281250 Penalty: 2633.832275
	Iteration 18Q: 3 clusters Score -383560.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -383563.812500 Penalty: 2633.832275
	Iteration 19Q: 3 clusters Score -383563.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -383565.812500 Penalty: 2633.832275
	Iteration 20F: 3 clusters Score -383565.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -383568.250000 Penalty: 2633.832275
	Iteration 21Q: 3 clusters Score -383568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -383570.187500 Penalty: 2633.832275
	Iteration 22Q: 3 clusters Score -383570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -383572.281250 Penalty: 2633.832275
	Iteration 23Q: 3 clusters Score -383572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -383573.062500 Penalty: 2633.832275
	Iteration 24Q: 3 clusters Score -383573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -383575.031250 Penalty: 2633.832275
	Iteration 25Q: 3 clusters Score -383575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -383576.593750 Penalty: 2633.832275
	Iteration 26Q: 3 clusters Score -383576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -383578.531250 Penalty: 2633.832275
	Iteration 27Q: 3 clusters Score -383578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -383579.500000 Penalty: 2633.832275
	Iteration 28Q: 3 clusters Score -383579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -383580.187500 Penalty: 2633.832275
	Iteration 29Q: 3 clusters Score -383580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -383581.125000 Penalty: 2633.832275
	Iteration 30Q: 3 clusters Score -383581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -383581.125000 Penalty: 2633.832275
	Iteration 31F: 3 clusters Score -383581.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -164467.750000 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -164467.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162711.031250 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -162711 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163165.546875 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -163165.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163338.859375 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -163338.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -163447.593750 Penalty: 2362.851562
	Iteration 3F: 3 clusters Score -163447.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -163536.046875 Penalty: 2362.851562
	Iteration 4F: 3 clusters Score -163536 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163623.546875 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -163623.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -163689.000000 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -163689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -163735.812500 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -163735.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -163774.531250 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -163774.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -163814.265625 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -163814.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -163856.921875 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -163856.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -163888.296875 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -163888.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -163916.125000 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -163916.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -163947.281250 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -163947.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -163977.109375 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -163977.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -164009.859375 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -164009.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -164028.109375 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -164028.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -164040.656250 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -164040.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -164050.484375 Penalty: 2362.851562
	Iteration 18Q: 3 clusters Score -164050.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -164061.609375 Penalty: 2362.851562
	Iteration 19Q: 3 clusters Score -164061.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -164073.156250 Penalty: 2362.851562
	Iteration 20F: 3 clusters Score -164073.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -164084.328125 Penalty: 2362.851562
	Iteration 21Q: 3 clusters Score -164084.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -164103.937500 Penalty: 2362.851562
	Iteration 22Q: 3 clusters Score -164103.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -164118.968750 Penalty: 2362.851562
	Iteration 23Q: 3 clusters Score -164119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -164132.718750 Penalty: 2362.851562
	Iteration 24Q: 3 clusters Score -164132.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -164139.703125 Penalty: 2362.851562
	Iteration 25Q: 3 clusters Score -164139.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -164140.812500 Penalty: 2362.851562
	Iteration 26Q: 3 clusters Score -164140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -164141.765625 Penalty: 2362.851562
	Iteration 27Q: 3 clusters Score -164141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -164142.234375 Penalty: 2362.851562
	Iteration 28Q: 3 clusters Score -164142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -164142.671875 Penalty: 2362.851562
	Iteration 29Q: 3 clusters Score -164142.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -164143.125000 Penalty: 2362.851562
	Iteration 30Q: 3 clusters Score -164143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -164143.125000 Penalty: 2362.851562
	Iteration 31F: 3 clusters Score -164143.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Entering Unmasked Estep 
Score: -5242643.000000 Penalty: 1731.368164
	Iteration 0F: 2 clusters Score -5242643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -5214298.500000 Penalty: 3462.736328
	Iteration 0F: 3 clusters Score -5214298 nChanged 19859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -5225649.500000 Penalty: 3462.736328
	Iteration 1F: 3 clusters Score -5225650 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -5226377.000000 Penalty: 3462.736328
	Iteration 2Q: 3 clusters Score -5226377 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -5227196.500000 Penalty: 3462.736328
	Iteration 3Q: 3 clusters Score -5227196 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -5228132.000000 Penalty: 3462.736328
	Iteration 4Q: 3 clusters Score -5228132 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5229356.000000 Penalty: 3462.736328
	Iteration 5F: 3 clusters Score -5229356 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -5230904.000000 Penalty: 3462.736328
	Iteration 6F: 3 clusters Score -5230904 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -5232806.500000 Penalty: 3462.736328
	Iteration 7F: 3 clusters Score -5232806 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -5234737.000000 Penalty: 3462.736328
	Iteration 8F: 3 clusters Score -5234737 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5236111.500000 Penalty: 3462.736328
	Iteration 9F: 3 clusters Score -5236112 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -5236748.000000 Penalty: 3462.736328
	Iteration 10Q: 3 clusters Score -5236748 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5237120.000000 Penalty: 3462.736328
	Iteration 11Q: 3 clusters Score -5237120 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5237420.000000 Penalty: 3462.736328
	Iteration 12Q: 3 clusters Score -5237420 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5237693.500000 Penalty: 3462.736328
	Iteration 13Q: 3 clusters Score -5237694 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -5237934.500000 Penalty: 3462.736328
	Iteration 14Q: 3 clusters Score -5237934 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -5238163.500000 Penalty: 3462.736328
	Iteration 15Q: 3 clusters Score -5238164 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -5238430.500000 Penalty: 3462.736328
	Iteration 16Q: 3 clusters Score -5238430 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5238680.000000 Penalty: 3462.736328
	Iteration 17Q: 3 clusters Score -5238680 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -5238862.000000 Penalty: 3462.736328
	Iteration 18Q: 3 clusters Score -5238862 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -5239005.000000 Penalty: 3462.736328
	Iteration 19Q: 3 clusters Score -5239005 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -5239134.000000 Penalty: 3462.736328
	Iteration 20F: 3 clusters Score -5239134 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -5239258.500000 Penalty: 3462.736328
	Iteration 21Q: 3 clusters Score -5239258 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -5239331.000000 Penalty: 3462.736328
	Iteration 22Q: 3 clusters Score -5239331 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -5239407.000000 Penalty: 3462.736328
	Iteration 23Q: 3 clusters Score -5239407 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -5239446.000000 Penalty: 3462.736328
	Iteration 24Q: 3 clusters Score -5239446 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -5239462.500000 Penalty: 3462.736328
	Iteration 25Q: 3 clusters Score -5239462 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -5239481.500000 Penalty: 3462.736328
	Iteration 26Q: 3 clusters Score -5239482 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -5239513.500000 Penalty: 3462.736328
	Iteration 27Q: 3 clusters Score -5239514 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -5239536.500000 Penalty: 3462.736328
	Iteration 28Q: 3 clusters Score -5239536 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -5239524.000000 Penalty: 3462.736328
	Iteration 29Q: 3 clusters Score -5239524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -5239539.500000 Penalty: 3462.736328
	Iteration 30Q: 3 clusters Score -5239540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -5239547.500000 Penalty: 3462.736328
	Iteration 31Q: 3 clusters Score -5239548 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -5239564.500000 Penalty: 3462.736328
	Iteration 32Q: 3 clusters Score -5239564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -5239558.500000 Penalty: 3462.736328
	Iteration 33Q: 3 clusters Score -5239558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -5239571.500000 Penalty: 3462.736328
	Iteration 34Q: 3 clusters Score -5239572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -5239587.500000 Penalty: 3462.736328
	Iteration 35Q: 3 clusters Score -5239588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -5239600.000000 Penalty: 3462.736328
	Iteration 36Q: 3 clusters Score -5239600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5239587.500000 Penalty: 3462.736328
	Iteration 37Q: 3 clusters Score -5239588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -5239595.000000 Penalty: 3462.736328
	Iteration 38Q: 3 clusters Score -5239595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -5239592.500000 Penalty: 3462.736328
	Iteration 39Q: 3 clusters Score -5239592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -5239608.500000 Penalty: 3462.736328
	Iteration 40F: 3 clusters Score -5239608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -5239606.000000 Penalty: 3462.736328
	Iteration 41Q: 3 clusters Score -5239606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -5239602.000000 Penalty: 3462.736328
	Iteration 42Q: 3 clusters Score -5239602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -5239599.500000 Penalty: 3462.736328
	Iteration 43Q: 3 clusters Score -5239600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -5239599.500000 Penalty: 3462.736328
	Iteration 44Q: 3 clusters Score -5239600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -5239603.500000 Penalty: 3462.736328
	Iteration 45Q: 3 clusters Score -5239604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -5239609.000000 Penalty: 3462.736328
	Iteration 46Q: 3 clusters Score -5239609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -5239610.000000 Penalty: 3462.736328
	Iteration 47Q: 3 clusters Score -5239610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -5239603.000000 Penalty: 3462.736328
	Iteration 48Q: 3 clusters Score -5239603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -5239603.500000 Penalty: 3462.736328
	Iteration 49Q: 3 clusters Score -5239604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -5239608.000000 Penalty: 3462.736328
	Iteration 50Q: 3 clusters Score -5239608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -5239616.500000 Penalty: 3462.736328
	Iteration 51Q: 3 clusters Score -5239616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -5239615.500000 Penalty: 3462.736328
	Iteration 52Q: 3 clusters Score -5239616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -5239621.500000 Penalty: 3462.736328
	Iteration 53Q: 3 clusters Score -5239622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -5239620.000000 Penalty: 3462.736328
	Iteration 54Q: 3 clusters Score -5239620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -5239614.000000 Penalty: 3462.736328
	Iteration 55Q: 3 clusters Score -5239614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -5239616.000000 Penalty: 3462.736328
	Iteration 56Q: 3 clusters Score -5239616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -5239613.500000 Penalty: 3462.736328
	Iteration 57Q: 3 clusters Score -5239614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -5239613.000000 Penalty: 3462.736328
	Iteration 58Q: 3 clusters Score -5239613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -5239613.000000 Penalty: 3462.736328
	Iteration 59F: 3 clusters Score -5239613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -234699.640625 Penalty: 1241.754150
	Iteration 0F: 2 clusters Score -234699.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -232534.031250 Penalty: 2483.508301
	Iteration 0F: 3 clusters Score -232534 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -233074.437500 Penalty: 2483.508301
	Iteration 1F: 3 clusters Score -233074.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -233263.015625 Penalty: 2483.508301
	Iteration 2F: 3 clusters Score -233263 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -233418.312500 Penalty: 2483.508301
	Iteration 3F: 3 clusters Score -233418.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -233599.921875 Penalty: 2483.508301
	Iteration 4F: 3 clusters Score -233599.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -233758.500000 Penalty: 2483.508301
	Iteration 5F: 3 clusters Score -233758.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -233864.796875 Penalty: 2483.508301
	Iteration 6Q: 3 clusters Score -233864.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -233928.671875 Penalty: 2483.508301
	Iteration 7Q: 3 clusters Score -233928.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -233971.406250 Penalty: 2483.508301
	Iteration 8Q: 3 clusters Score -233971.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -234011.031250 Penalty: 2483.508301
	Iteration 9Q: 3 clusters Score -234011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -234037.609375 Penalty: 2483.508301
	Iteration 10Q: 3 clusters Score -234037.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -234066.656250 Penalty: 2483.508301
	Iteration 11Q: 3 clusters Score -234066.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -234100.578125 Penalty: 2483.508301
	Iteration 12Q: 3 clusters Score -234100.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -234145.718750 Penalty: 2483.508301
	Iteration 13Q: 3 clusters Score -234145.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -234178.000000 Penalty: 2483.508301
	Iteration 14Q: 3 clusters Score -234178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -234201.234375 Penalty: 2483.508301
	Iteration 15Q: 3 clusters Score -234201.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -234213.671875 Penalty: 2483.508301
	Iteration 16Q: 3 clusters Score -234213.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -234221.093750 Penalty: 2483.508301
	Iteration 17Q: 3 clusters Score -234221.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -234225.015625 Penalty: 2483.508301
	Iteration 18Q: 3 clusters Score -234225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -234228.343750 Penalty: 2483.508301
	Iteration 19Q: 3 clusters Score -234228.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -234235.312500 Penalty: 2483.508301
	Iteration 20F: 3 clusters Score -234235.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -234240.671875 Penalty: 2483.508301
	Iteration 21Q: 3 clusters Score -234240.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -234247.125000 Penalty: 2483.508301
	Iteration 22Q: 3 clusters Score -234247.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -234249.656250 Penalty: 2483.508301
	Iteration 23Q: 3 clusters Score -234249.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -234254.296875 Penalty: 2483.508301
	Iteration 24Q: 3 clusters Score -234254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -234255.500000 Penalty: 2483.508301
	Iteration 25Q: 3 clusters Score -234255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -234256.156250 Penalty: 2483.508301
	Iteration 26Q: 3 clusters Score -234256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -234256.156250 Penalty: 2483.508301
	Iteration 27F: 3 clusters Score -234256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -292579.250000 Penalty: 1272.766724
	Iteration 0F: 2 clusters Score -292579.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -290162.531250 Penalty: 2545.533447
	Iteration 0F: 3 clusters Score -290162.5 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -290771.812500 Penalty: 2545.533447
	Iteration 1F: 3 clusters Score -290771.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -290904.906250 Penalty: 2545.533447
	Iteration 2F: 3 clusters Score -290904.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -290977.500000 Penalty: 2545.533447
	Iteration 3Q: 3 clusters Score -290977.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -291030.625000 Penalty: 2545.533447
	Iteration 4Q: 3 clusters Score -291030.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -291086.437500 Penalty: 2545.533447
	Iteration 5Q: 3 clusters Score -291086.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -291135.468750 Penalty: 2545.533447
	Iteration 6Q: 3 clusters Score -291135.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -291172.250000 Penalty: 2545.533447
	Iteration 7Q: 3 clusters Score -291172.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -291201.000000 Penalty: 2545.533447
	Iteration 8Q: 3 clusters Score -291201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -291235.218750 Penalty: 2545.533447
	Iteration 9Q: 3 clusters Score -291235.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -291286.687500 Penalty: 2545.533447
	Iteration 10Q: 3 clusters Score -291286.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -291348.062500 Penalty: 2545.533447
	Iteration 11Q: 3 clusters Score -291348.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -291393.468750 Penalty: 2545.533447
	Iteration 12Q: 3 clusters Score -291393.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -291433.593750 Penalty: 2545.533447
	Iteration 13Q: 3 clusters Score -291433.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -291471.656250 Penalty: 2545.533447
	Iteration 14Q: 3 clusters Score -291471.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -291504.000000 Penalty: 2545.533447
	Iteration 15Q: 3 clusters Score -291504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -291524.531250 Penalty: 2545.533447
	Iteration 16Q: 3 clusters Score -291524.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -291537.593750 Penalty: 2545.533447
	Iteration 17Q: 3 clusters Score -291537.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -291548.687500 Penalty: 2545.533447
	Iteration 18Q: 3 clusters Score -291548.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -291555.593750 Penalty: 2545.533447
	Iteration 19Q: 3 clusters Score -291555.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -291560.468750 Penalty: 2545.533447
	Iteration 20F: 3 clusters Score -291560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -291562.968750 Penalty: 2545.533447
	Iteration 21Q: 3 clusters Score -291563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -291566.812500 Penalty: 2545.533447
	Iteration 22Q: 3 clusters Score -291566.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -291569.781250 Penalty: 2545.533447
	Iteration 23Q: 3 clusters Score -291569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -291573.375000 Penalty: 2545.533447
	Iteration 24Q: 3 clusters Score -291573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -291575.968750 Penalty: 2545.533447
	Iteration 25Q: 3 clusters Score -291576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -291578.187500 Penalty: 2545.533447
	Iteration 26Q: 3 clusters Score -291578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -291580.750000 Penalty: 2545.533447
	Iteration 27Q: 3 clusters Score -291580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -291583.562500 Penalty: 2545.533447
	Iteration 28Q: 3 clusters Score -291583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -291586.093750 Penalty: 2545.533447
	Iteration 29Q: 3 clusters Score -291586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -291588.156250 Penalty: 2545.533447
	Iteration 30Q: 3 clusters Score -291588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -291589.031250 Penalty: 2545.533447
	Iteration 31Q: 3 clusters Score -291589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -291589.656250 Penalty: 2545.533447
	Iteration 32Q: 3 clusters Score -291589.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -291590.843750 Penalty: 2545.533447
	Iteration 33Q: 3 clusters Score -291590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -291590.843750 Penalty: 2545.533447
	Iteration 34F: 3 clusters Score -291590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Entering Unmasked Estep 
Score: -620274.687500 Penalty: 1390.729492
	Iteration 0F: 2 clusters Score -620274.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -616150.500000 Penalty: 2781.458984
	Iteration 0F: 3 clusters Score -616150.5 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -617341.250000 Penalty: 2781.458984
	Iteration 1F: 3 clusters Score -617341.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -617571.437500 Penalty: 2781.458984
	Iteration 2F: 3 clusters Score -617571.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -617736.250000 Penalty: 2781.458984
	Iteration 3F: 3 clusters Score -617736.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -617873.875000 Penalty: 2781.458984
	Iteration 4Q: 3 clusters Score -617873.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -617980.375000 Penalty: 2781.458984
	Iteration 5Q: 3 clusters Score -617980.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -618069.625000 Penalty: 2781.458984
	Iteration 6Q: 3 clusters Score -618069.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -618155.125000 Penalty: 2781.458984
	Iteration 7Q: 3 clusters Score -618155.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -618246.812500 Penalty: 2781.458984
	Iteration 8Q: 3 clusters Score -618246.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -618340.625000 Penalty: 2781.458984
	Iteration 9Q: 3 clusters Score -618340.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -618441.437500 Penalty: 2781.458984
	Iteration 10Q: 3 clusters Score -618441.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -618535.437500 Penalty: 2781.458984
	Iteration 11Q: 3 clusters Score -618535.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -618624.875000 Penalty: 2781.458984
	Iteration 12Q: 3 clusters Score -618624.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -618712.625000 Penalty: 2781.458984
	Iteration 13Q: 3 clusters Score -618712.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -618797.062500 Penalty: 2781.458984
	Iteration 14Q: 3 clusters Score -618797.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -618866.687500 Penalty: 2781.458984
	Iteration 15Q: 3 clusters Score -618866.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -618942.000000 Penalty: 2781.458984
	Iteration 16Q: 3 clusters Score -618942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -619003.437500 Penalty: 2781.458984
	Iteration 17Q: 3 clusters Score -619003.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -619055.625000 Penalty: 2781.458984
	Iteration 18Q: 3 clusters Score -619055.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -619095.437500 Penalty: 2781.458984
	Iteration 19Q: 3 clusters Score -619095.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -619123.687500 Penalty: 2781.458984
	Iteration 20F: 3 clusters Score -619123.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -619151.000000 Penalty: 2781.458984
	Iteration 21Q: 3 clusters Score -619151 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -619181.500000 Penalty: 2781.458984
	Iteration 22Q: 3 clusters Score -619181.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -619199.875000 Penalty: 2781.458984
	Iteration 23Q: 3 clusters Score -619199.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -619217.125000 Penalty: 2781.458984
	Iteration 24Q: 3 clusters Score -619217.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -619234.187500 Penalty: 2781.458984
	Iteration 25Q: 3 clusters Score -619234.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -619245.625000 Penalty: 2781.458984
	Iteration 26Q: 3 clusters Score -619245.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -619261.000000 Penalty: 2781.458984
	Iteration 27Q: 3 clusters Score -619261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -619272.125000 Penalty: 2781.458984
	Iteration 28Q: 3 clusters Score -619272.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -619278.437500 Penalty: 2781.458984
	Iteration 29Q: 3 clusters Score -619278.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -619286.500000 Penalty: 2781.458984
	Iteration 30Q: 3 clusters Score -619286.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -619295.625000 Penalty: 2781.458984
	Iteration 31Q: 3 clusters Score -619295.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -619300.375000 Penalty: 2781.458984
	Iteration 32Q: 3 clusters Score -619300.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -619305.250000 Penalty: 2781.458984
	Iteration 33Q: 3 clusters Score -619305.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -619308.687500 Penalty: 2781.458984
	Iteration 34Q: 3 clusters Score -619308.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -619309.562500 Penalty: 2781.458984
	Iteration 35Q: 3 clusters Score -619309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -619311.437500 Penalty: 2781.458984
	Iteration 36Q: 3 clusters Score -619311.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -619315.375000 Penalty: 2781.458984
	Iteration 37Q: 3 clusters Score -619315.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -619317.000000 Penalty: 2781.458984
	Iteration 38Q: 3 clusters Score -619317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -619318.125000 Penalty: 2781.458984
	Iteration 39Q: 3 clusters Score -619318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -619319.437500 Penalty: 2781.458984
	Iteration 40F: 3 clusters Score -619319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -619319.062500 Penalty: 2781.458984
	Iteration 41Q: 3 clusters Score -619319.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -619319.062500 Penalty: 2781.458984
	Iteration 42F: 3 clusters Score -619319.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Entering Unmasked Estep 
Score: -6194774.000000 Penalty: 1754.446167
	Iteration 0F: 2 clusters Score -6194774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -6162708.000000 Penalty: 3508.892334
	Iteration 0F: 3 clusters Score -6162708 nChanged 22755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -6175442.500000 Penalty: 3508.892334
	Iteration 1F: 3 clusters Score -6175442 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -6175974.500000 Penalty: 3508.892334
	Iteration 2Q: 3 clusters Score -6175974 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -6176608.500000 Penalty: 3508.892334
	Iteration 3Q: 3 clusters Score -6176608 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -6177635.000000 Penalty: 3508.892334
	Iteration 4Q: 3 clusters Score -6177635 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -6179176.500000 Penalty: 3508.892334
	Iteration 5F: 3 clusters Score -6179176 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -6181419.500000 Penalty: 3508.892334
	Iteration 6F: 3 clusters Score -6181420 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -6184497.000000 Penalty: 3508.892334
	Iteration 7F: 3 clusters Score -6184497 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -6187828.000000 Penalty: 3508.892334
	Iteration 8F: 3 clusters Score -6187828 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -6190453.500000 Penalty: 3508.892334
	Iteration 9F: 3 clusters Score -6190454 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -6192010.500000 Penalty: 3508.892334
	Iteration 10Q: 3 clusters Score -6192010 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -6192671.000000 Penalty: 3508.892334
	Iteration 11Q: 3 clusters Score -6192671 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -6192959.500000 Penalty: 3508.892334
	Iteration 12Q: 3 clusters Score -6192960 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -6193164.000000 Penalty: 3508.892334
	Iteration 13Q: 3 clusters Score -6193164 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -6193288.500000 Penalty: 3508.892334
	Iteration 14Q: 3 clusters Score -6193288 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -6193380.500000 Penalty: 3508.892334
	Iteration 15Q: 3 clusters Score -6193380 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -6193440.500000 Penalty: 3508.892334
	Iteration 16Q: 3 clusters Score -6193440 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -6193478.500000 Penalty: 3508.892334
	Iteration 17Q: 3 clusters Score -6193478 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -6193497.000000 Penalty: 3508.892334
	Iteration 18Q: 3 clusters Score -6193497 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6193539.000000 Penalty: 3508.892334
	Iteration 19Q: 3 clusters Score -6193539 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -6193575.500000 Penalty: 3508.892334
	Iteration 20F: 3 clusters Score -6193576 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6193566.500000 Penalty: 3508.892334
	Iteration 21Q: 3 clusters Score -6193566 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -6193623.000000 Penalty: 3508.892334
	Iteration 22Q: 3 clusters Score -6193623 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -6193662.000000 Penalty: 3508.892334
	Iteration 23Q: 3 clusters Score -6193662 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -6193658.500000 Penalty: 3508.892334
	Iteration 24Q: 3 clusters Score -6193658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6193674.500000 Penalty: 3508.892334
	Iteration 25Q: 3 clusters Score -6193674 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -6193665.000000 Penalty: 3508.892334
	Iteration 26Q: 3 clusters Score -6193665 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6193677.500000 Penalty: 3508.892334
	Iteration 27Q: 3 clusters Score -6193678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6193661.000000 Penalty: 3508.892334
	Iteration 28Q: 3 clusters Score -6193661 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -6193673.000000 Penalty: 3508.892334
	Iteration 29Q: 3 clusters Score -6193673 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6193690.500000 Penalty: 3508.892334
	Iteration 30Q: 3 clusters Score -6193690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6193703.500000 Penalty: 3508.892334
	Iteration 31Q: 3 clusters Score -6193704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6193706.500000 Penalty: 3508.892334
	Iteration 32Q: 3 clusters Score -6193706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6193710.000000 Penalty: 3508.892334
	Iteration 33Q: 3 clusters Score -6193710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6193718.000000 Penalty: 3508.892334
	Iteration 34Q: 3 clusters Score -6193718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6193732.500000 Penalty: 3508.892334
	Iteration 35Q: 3 clusters Score -6193732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6193732.000000 Penalty: 3508.892334
	Iteration 36Q: 3 clusters Score -6193732 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6193726.000000 Penalty: 3508.892334
	Iteration 37Q: 3 clusters Score -6193726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6193720.000000 Penalty: 3508.892334
	Iteration 38Q: 3 clusters Score -6193720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6193726.500000 Penalty: 3508.892334
	Iteration 39Q: 3 clusters Score -6193726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6193733.500000 Penalty: 3508.892334
	Iteration 40F: 3 clusters Score -6193734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6193751.000000 Penalty: 3508.892334
	Iteration 41Q: 3 clusters Score -6193751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6193752.000000 Penalty: 3508.892334
	Iteration 42Q: 3 clusters Score -6193752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6193766.500000 Penalty: 3508.892334
	Iteration 43Q: 3 clusters Score -6193766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6193770.500000 Penalty: 3508.892334
	Iteration 44Q: 3 clusters Score -6193770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6193776.000000 Penalty: 3508.892334
	Iteration 45Q: 3 clusters Score -6193776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6193785.000000 Penalty: 3508.892334
	Iteration 46Q: 3 clusters Score -6193785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6193801.500000 Penalty: 3508.892334
	Iteration 47Q: 3 clusters Score -6193802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6193789.500000 Penalty: 3508.892334
	Iteration 48Q: 3 clusters Score -6193790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6193787.000000 Penalty: 3508.892334
	Iteration 49Q: 3 clusters Score -6193787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6193788.000000 Penalty: 3508.892334
	Iteration 50Q: 3 clusters Score -6193788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6193792.500000 Penalty: 3508.892334
	Iteration 51Q: 3 clusters Score -6193792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6193791.000000 Penalty: 3508.892334
	Iteration 52Q: 3 clusters Score -6193791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6193789.500000 Penalty: 3508.892334
	Iteration 53Q: 3 clusters Score -6193790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6193795.500000 Penalty: 3508.892334
	Iteration 54Q: 3 clusters Score -6193796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6193797.500000 Penalty: 3508.892334
	Iteration 55Q: 3 clusters Score -6193798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6193800.500000 Penalty: 3508.892334
	Iteration 56Q: 3 clusters Score -6193800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6193802.500000 Penalty: 3508.892334
	Iteration 57Q: 3 clusters Score -6193802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6193800.500000 Penalty: 3508.892334
	Iteration 58Q: 3 clusters Score -6193800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6193801.500000 Penalty: 3508.892334
	Iteration 59Q: 3 clusters Score -6193802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6193800.000000 Penalty: 3508.892334
	Iteration 60F: 3 clusters Score -6193800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6193800.500000 Penalty: 3508.892334
	Iteration 61Q: 3 clusters Score -6193800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6193801.000000 Penalty: 3508.892334
	Iteration 62Q: 3 clusters Score -6193801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6193797.500000 Penalty: 3508.892334
	Iteration 63Q: 3 clusters Score -6193798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6193798.000000 Penalty: 3508.892334
	Iteration 64Q: 3 clusters Score -6193798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6193800.500000 Penalty: 3508.892334
	Iteration 65Q: 3 clusters Score -6193800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6193799.500000 Penalty: 3508.892334
	Iteration 66Q: 3 clusters Score -6193800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6193801.000000 Penalty: 3508.892334
	Iteration 67Q: 3 clusters Score -6193801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6193797.500000 Penalty: 3508.892334
	Iteration 68Q: 3 clusters Score -6193798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6193805.000000 Penalty: 3508.892334
	Iteration 69Q: 3 clusters Score -6193805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6193796.000000 Penalty: 3508.892334
	Iteration 70Q: 3 clusters Score -6193796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6193793.000000 Penalty: 3508.892334
	Iteration 71Q: 3 clusters Score -6193793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6193787.500000 Penalty: 3508.892334
	Iteration 72Q: 3 clusters Score -6193788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6193790.000000 Penalty: 3508.892334
	Iteration 73Q: 3 clusters Score -6193790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6193797.000000 Penalty: 3508.892334
	Iteration 74Q: 3 clusters Score -6193797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6193794.500000 Penalty: 3508.892334
	Iteration 75Q: 3 clusters Score -6193794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6193794.500000 Penalty: 3508.892334
	Iteration 76F: 3 clusters Score -6193794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Entering Unmasked Estep 
Score: -2299503.250000 Penalty: 1602.310425
	Iteration 0F: 2 clusters Score -2299503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2286350.500000 Penalty: 3204.620850
	Iteration 0F: 3 clusters Score -2286350 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2291222.250000 Penalty: 3204.620850
	Iteration 1F: 3 clusters Score -2291222 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2291625.750000 Penalty: 3204.620850
	Iteration 2F: 3 clusters Score -2291626 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2292097.000000 Penalty: 3204.620850
	Iteration 3F: 3 clusters Score -2292097 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2292614.750000 Penalty: 3204.620850
	Iteration 4F: 3 clusters Score -2292615 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2293189.000000 Penalty: 3204.620850
	Iteration 5F: 3 clusters Score -2293189 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2293768.250000 Penalty: 3204.620850
	Iteration 6F: 3 clusters Score -2293768 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2294402.250000 Penalty: 3204.620850
	Iteration 7F: 3 clusters Score -2294402 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2295014.250000 Penalty: 3204.620850
	Iteration 8Q: 3 clusters Score -2295014 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2295482.000000 Penalty: 3204.620850
	Iteration 9Q: 3 clusters Score -2295482 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2295859.500000 Penalty: 3204.620850
	Iteration 10Q: 3 clusters Score -2295860 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2296122.000000 Penalty: 3204.620850
	Iteration 11Q: 3 clusters Score -2296122 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2296345.250000 Penalty: 3204.620850
	Iteration 12Q: 3 clusters Score -2296345 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2296565.250000 Penalty: 3204.620850
	Iteration 13Q: 3 clusters Score -2296565 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2296810.250000 Penalty: 3204.620850
	Iteration 14Q: 3 clusters Score -2296810 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2297047.750000 Penalty: 3204.620850
	Iteration 15Q: 3 clusters Score -2297048 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2297251.500000 Penalty: 3204.620850
	Iteration 16Q: 3 clusters Score -2297252 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2297416.000000 Penalty: 3204.620850
	Iteration 17Q: 3 clusters Score -2297416 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2297527.250000 Penalty: 3204.620850
	Iteration 18Q: 3 clusters Score -2297527 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2297613.000000 Penalty: 3204.620850
	Iteration 19Q: 3 clusters Score -2297613 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2297691.750000 Penalty: 3204.620850
	Iteration 20F: 3 clusters Score -2297692 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2297764.750000 Penalty: 3204.620850
	Iteration 21Q: 3 clusters Score -2297765 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2297815.500000 Penalty: 3204.620850
	Iteration 22Q: 3 clusters Score -2297816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2297867.750000 Penalty: 3204.620850
	Iteration 23Q: 3 clusters Score -2297868 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2297908.250000 Penalty: 3204.620850
	Iteration 24Q: 3 clusters Score -2297908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2297924.000000 Penalty: 3204.620850
	Iteration 25Q: 3 clusters Score -2297924 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2297956.500000 Penalty: 3204.620850
	Iteration 26Q: 3 clusters Score -2297956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2297976.000000 Penalty: 3204.620850
	Iteration 27Q: 3 clusters Score -2297976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2297988.750000 Penalty: 3204.620850
	Iteration 28Q: 3 clusters Score -2297989 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2298004.750000 Penalty: 3204.620850
	Iteration 29Q: 3 clusters Score -2298005 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2298017.250000 Penalty: 3204.620850
	Iteration 30Q: 3 clusters Score -2298017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2298029.500000 Penalty: 3204.620850
	Iteration 31Q: 3 clusters Score -2298030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2298030.500000 Penalty: 3204.620850
	Iteration 32Q: 3 clusters Score -2298030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2298036.750000 Penalty: 3204.620850
	Iteration 33Q: 3 clusters Score -2298037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2298045.250000 Penalty: 3204.620850
	Iteration 34Q: 3 clusters Score -2298045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2298052.750000 Penalty: 3204.620850
	Iteration 35Q: 3 clusters Score -2298053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2298059.250000 Penalty: 3204.620850
	Iteration 36Q: 3 clusters Score -2298059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2298062.000000 Penalty: 3204.620850
	Iteration 37Q: 3 clusters Score -2298062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2298068.750000 Penalty: 3204.620850
	Iteration 38Q: 3 clusters Score -2298069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2298069.250000 Penalty: 3204.620850
	Iteration 39Q: 3 clusters Score -2298069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2298084.000000 Penalty: 3204.620850
	Iteration 40F: 3 clusters Score -2298084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2298091.500000 Penalty: 3204.620850
	Iteration 41Q: 3 clusters Score -2298092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2298101.250000 Penalty: 3204.620850
	Iteration 42Q: 3 clusters Score -2298101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2298107.250000 Penalty: 3204.620850
	Iteration 43Q: 3 clusters Score -2298107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2298117.500000 Penalty: 3204.620850
	Iteration 44Q: 3 clusters Score -2298118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2298114.000000 Penalty: 3204.620850
	Iteration 45Q: 3 clusters Score -2298114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2298118.250000 Penalty: 3204.620850
	Iteration 46Q: 3 clusters Score -2298118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2298130.250000 Penalty: 3204.620850
	Iteration 47Q: 3 clusters Score -2298130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2298132.500000 Penalty: 3204.620850
	Iteration 48Q: 3 clusters Score -2298132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2298133.500000 Penalty: 3204.620850
	Iteration 49Q: 3 clusters Score -2298134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2298143.000000 Penalty: 3204.620850
	Iteration 50Q: 3 clusters Score -2298143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2298149.000000 Penalty: 3204.620850
	Iteration 51Q: 3 clusters Score -2298149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2298151.500000 Penalty: 3204.620850
	Iteration 52Q: 3 clusters Score -2298152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2298156.250000 Penalty: 3204.620850
	Iteration 53Q: 3 clusters Score -2298156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2298163.500000 Penalty: 3204.620850
	Iteration 54Q: 3 clusters Score -2298164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2298167.000000 Penalty: 3204.620850
	Iteration 55Q: 3 clusters Score -2298167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2298174.250000 Penalty: 3204.620850
	Iteration 56Q: 3 clusters Score -2298174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2298176.500000 Penalty: 3204.620850
	Iteration 57Q: 3 clusters Score -2298176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2298177.500000 Penalty: 3204.620850
	Iteration 58Q: 3 clusters Score -2298178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2298183.750000 Penalty: 3204.620850
	Iteration 59Q: 3 clusters Score -2298184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2298187.000000 Penalty: 3204.620850
	Iteration 60F: 3 clusters Score -2298187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2298193.500000 Penalty: 3204.620850
	Iteration 61Q: 3 clusters Score -2298194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2298196.500000 Penalty: 3204.620850
	Iteration 62Q: 3 clusters Score -2298196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2298197.250000 Penalty: 3204.620850
	Iteration 63Q: 3 clusters Score -2298197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2298197.500000 Penalty: 3204.620850
	Iteration 64Q: 3 clusters Score -2298198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2298199.250000 Penalty: 3204.620850
	Iteration 65Q: 3 clusters Score -2298199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2298201.500000 Penalty: 3204.620850
	Iteration 66Q: 3 clusters Score -2298202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2298199.250000 Penalty: 3204.620850
	Iteration 67Q: 3 clusters Score -2298199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2298198.750000 Penalty: 3204.620850
	Iteration 68Q: 3 clusters Score -2298199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2298203.500000 Penalty: 3204.620850
	Iteration 69Q: 3 clusters Score -2298204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2298202.750000 Penalty: 3204.620850
	Iteration 70Q: 3 clusters Score -2298203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2298205.000000 Penalty: 3204.620850
	Iteration 71Q: 3 clusters Score -2298205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2298205.000000 Penalty: 3204.620850
	Iteration 72F: 3 clusters Score -2298205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -198940.609375 Penalty: 1217.029541
	Iteration 0F: 2 clusters Score -198940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -196974.843750 Penalty: 2434.059082
	Iteration 0F: 3 clusters Score -196974.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -197438.546875 Penalty: 2434.059082
	Iteration 1F: 3 clusters Score -197438.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -197641.546875 Penalty: 2434.059082
	Iteration 2F: 3 clusters Score -197641.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -197829.140625 Penalty: 2434.059082
	Iteration 3F: 3 clusters Score -197829.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -198050.640625 Penalty: 2434.059082
	Iteration 4F: 3 clusters Score -198050.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -198328.406250 Penalty: 2434.059082
	Iteration 5F: 3 clusters Score -198328.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -198612.781250 Penalty: 2434.059082
	Iteration 6F: 3 clusters Score -198612.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -198792.921875 Penalty: 2434.059082
	Iteration 7F: 3 clusters Score -198792.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -198899.625000 Penalty: 2434.059082
	Iteration 8Q: 3 clusters Score -198899.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -198961.734375 Penalty: 2434.059082
	Iteration 9Q: 3 clusters Score -198961.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -198994.546875 Penalty: 2434.059082
	Iteration 10Q: 3 clusters Score -198994.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -199010.906250 Penalty: 2434.059082
	Iteration 11Q: 3 clusters Score -199010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -199016.078125 Penalty: 2434.059082
	Iteration 12Q: 3 clusters Score -199016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -199018.312500 Penalty: 2434.059082
	Iteration 13Q: 3 clusters Score -199018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -199018.375000 Penalty: 2434.059082
	Iteration 14Q: 3 clusters Score -199018.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -199018.937500 Penalty: 2434.059082
	Iteration 15Q: 3 clusters Score -199018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -199018.937500 Penalty: 2434.059082
	Iteration 16F: 3 clusters Score -199018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14089 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42386 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5210 members 
Mstep: Class 9 contains 48854 members 
Mstep: Class 10 contains 19156 members 
Mstep: Class 11 contains 819 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81619 members 
Mstep: Class 14 contains 15134 members 
Mstep: Class 15 contains 4658 members 
Mstep: Class 16 contains 18828 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 83884 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 93140 members 
Mstep: Class 22 contains 91274 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 91042 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90329 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87044 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27488 members 
Mstep: Class 32 contains 480 members 
Mstep: Class 33 contains 970 members 
Entering Unmasked Estep 
Score: -102226848.000000 Penalty: 73158.421875
Splitting cluster 11 changes total score from -102227736.000000 to -102226848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -11760.439453 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11760.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11134.872070 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -11134.87 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11402.279297 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -11402.28 nChanged 17
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: -11498.611328 Penalty: 1760.232666
	Iteration 2F: 3 clusters Score -11498.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11532.026367 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -11532.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11538.959961 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -11538.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11558.354492 Penalty: 1760.232666
	Iteration 5Q: 3 clusters Score -11558.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11558.861328 Penalty: 1760.232666
	Iteration 6Q: 3 clusters Score -11558.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11558.861328 Penalty: 1760.232666
	Iteration 7F: 3 clusters Score -11558.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Entering Unmasked Estep 
Score: -10125295.000000 Penalty: 1837.845337
	Iteration 0F: 2 clusters Score -1.01253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -10071231.000000 Penalty: 3675.690674
	Iteration 0F: 3 clusters Score -1.007123e+07 nChanged 38820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -10093449.000000 Penalty: 3675.690674
	Iteration 1F: 3 clusters Score -1.009345e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -10094119.000000 Penalty: 3675.690674
	Iteration 2Q: 3 clusters Score -1.009412e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -10094982.000000 Penalty: 3675.690674
	Iteration 3Q: 3 clusters Score -1.009498e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -10096286.000000 Penalty: 3675.690674
	Iteration 4Q: 3 clusters Score -1.009629e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -10098342.000000 Penalty: 3675.690674
	Iteration 5Q: 3 clusters Score -1.009834e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -10101188.000000 Penalty: 3675.690674
	Iteration 6F: 3 clusters Score -1.010119e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -10105105.000000 Penalty: 3675.690674
	Iteration 7F: 3 clusters Score -1.01051e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -10109349.000000 Penalty: 3675.690674
	Iteration 8F: 3 clusters Score -1.010935e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -10112715.000000 Penalty: 3675.690674
	Iteration 9F: 3 clusters Score -1.011272e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -10114563.000000 Penalty: 3675.690674
	Iteration 10Q: 3 clusters Score -1.011456e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -10115344.000000 Penalty: 3675.690674
	Iteration 11Q: 3 clusters Score -1.011534e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -10115741.000000 Penalty: 3675.690674
	Iteration 12Q: 3 clusters Score -1.011574e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -10115929.000000 Penalty: 3675.690674
	Iteration 13Q: 3 clusters Score -1.011593e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -10116083.000000 Penalty: 3675.690674
	Iteration 14Q: 3 clusters Score -1.011608e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -10116233.000000 Penalty: 3675.690674
	Iteration 15Q: 3 clusters Score -1.011623e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -10116380.000000 Penalty: 3675.690674
	Iteration 16Q: 3 clusters Score -1.011638e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -10116489.000000 Penalty: 3675.690674
	Iteration 17Q: 3 clusters Score -1.011649e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -10116714.000000 Penalty: 3675.690674
	Iteration 18Q: 3 clusters Score -1.011671e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -10116961.000000 Penalty: 3675.690674
	Iteration 19Q: 3 clusters Score -1.011696e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -10117129.000000 Penalty: 3675.690674
	Iteration 20F: 3 clusters Score -1.011713e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -10117320.000000 Penalty: 3675.690674
	Iteration 21Q: 3 clusters Score -1.011732e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -10117477.000000 Penalty: 3675.690674
	Iteration 22Q: 3 clusters Score -1.011748e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -10117603.000000 Penalty: 3675.690674
	Iteration 23Q: 3 clusters Score -1.01176e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -10117841.000000 Penalty: 3675.690674
	Iteration 24Q: 3 clusters Score -1.011784e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -10117935.000000 Penalty: 3675.690674
	Iteration 25Q: 3 clusters Score -1.011794e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -10118082.000000 Penalty: 3675.690674
	Iteration 26Q: 3 clusters Score -1.011808e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -10118195.000000 Penalty: 3675.690674
	Iteration 27Q: 3 clusters Score -1.01182e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -10118264.000000 Penalty: 3675.690674
	Iteration 28Q: 3 clusters Score -1.011826e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -10118349.000000 Penalty: 3675.690674
	Iteration 29Q: 3 clusters Score -1.011835e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -10118367.000000 Penalty: 3675.690674
	Iteration 30Q: 3 clusters Score -1.011837e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -10118451.000000 Penalty: 3675.690674
	Iteration 31Q: 3 clusters Score -1.011845e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -10118503.000000 Penalty: 3675.690674
	Iteration 32Q: 3 clusters Score -1.01185e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -10118614.000000 Penalty: 3675.690674
	Iteration 33Q: 3 clusters Score -1.011861e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -10118710.000000 Penalty: 3675.690674
	Iteration 34Q: 3 clusters Score -1.011871e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -10118751.000000 Penalty: 3675.690674
	Iteration 35Q: 3 clusters Score -1.011875e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -10118827.000000 Penalty: 3675.690674
	Iteration 36Q: 3 clusters Score -1.011883e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -10118893.000000 Penalty: 3675.690674
	Iteration 37Q: 3 clusters Score -1.011889e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -10118919.000000 Penalty: 3675.690674
	Iteration 38Q: 3 clusters Score -1.011892e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -10118989.000000 Penalty: 3675.690674
	Iteration 39Q: 3 clusters Score -1.011899e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -10119081.000000 Penalty: 3675.690674
	Iteration 40F: 3 clusters Score -1.011908e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -10119127.000000 Penalty: 3675.690674
	Iteration 41Q: 3 clusters Score -1.011913e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -10119219.000000 Penalty: 3675.690674
	Iteration 42Q: 3 clusters Score -1.011922e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -10119316.000000 Penalty: 3675.690674
	Iteration 43Q: 3 clusters Score -1.011932e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -10119415.000000 Penalty: 3675.690674
	Iteration 44Q: 3 clusters Score -1.011942e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -10119489.000000 Penalty: 3675.690674
	Iteration 45Q: 3 clusters Score -1.011949e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -10119587.000000 Penalty: 3675.690674
	Iteration 46Q: 3 clusters Score -1.011959e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -10119689.000000 Penalty: 3675.690674
	Iteration 47Q: 3 clusters Score -1.011969e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -10119811.000000 Penalty: 3675.690674
	Iteration 48Q: 3 clusters Score -1.011981e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -10119900.000000 Penalty: 3675.690674
	Iteration 49Q: 3 clusters Score -1.01199e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -10120019.000000 Penalty: 3675.690674
	Iteration 50Q: 3 clusters Score -1.012002e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -10120109.000000 Penalty: 3675.690674
	Iteration 51Q: 3 clusters Score -1.012011e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -10120294.000000 Penalty: 3675.690674
	Iteration 52Q: 3 clusters Score -1.012029e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -10120427.000000 Penalty: 3675.690674
	Iteration 53Q: 3 clusters Score -1.012043e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -10120542.000000 Penalty: 3675.690674
	Iteration 54Q: 3 clusters Score -1.012054e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -10120753.000000 Penalty: 3675.690674
	Iteration 55Q: 3 clusters Score -1.012075e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -10120943.000000 Penalty: 3675.690674
	Iteration 56Q: 3 clusters Score -1.012094e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -10121140.000000 Penalty: 3675.690674
	Iteration 57Q: 3 clusters Score -1.012114e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -10121299.000000 Penalty: 3675.690674
	Iteration 58Q: 3 clusters Score -1.01213e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -10121410.000000 Penalty: 3675.690674
	Iteration 59Q: 3 clusters Score -1.012141e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -10121519.000000 Penalty: 3675.690674
	Iteration 60F: 3 clusters Score -1.012152e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -10121650.000000 Penalty: 3675.690674
	Iteration 61Q: 3 clusters Score -1.012165e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -10121759.000000 Penalty: 3675.690674
	Iteration 62Q: 3 clusters Score -1.012176e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -10121871.000000 Penalty: 3675.690674
	Iteration 63Q: 3 clusters Score -1.012187e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -10121985.000000 Penalty: 3675.690674
	Iteration 64Q: 3 clusters Score -1.012198e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -10122102.000000 Penalty: 3675.690674
	Iteration 65Q: 3 clusters Score -1.01221e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -10122238.000000 Penalty: 3675.690674
	Iteration 66Q: 3 clusters Score -1.012224e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -10122319.000000 Penalty: 3675.690674
	Iteration 67Q: 3 clusters Score -1.012232e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -10122443.000000 Penalty: 3675.690674
	Iteration 68Q: 3 clusters Score -1.012244e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -10122582.000000 Penalty: 3675.690674
	Iteration 69Q: 3 clusters Score -1.012258e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -10122665.000000 Penalty: 3675.690674
	Iteration 70Q: 3 clusters Score -1.012266e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -10122824.000000 Penalty: 3675.690674
	Iteration 71Q: 3 clusters Score -1.012282e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -10122923.000000 Penalty: 3675.690674
	Iteration 72Q: 3 clusters Score -1.012292e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -10123075.000000 Penalty: 3675.690674
	Iteration 73Q: 3 clusters Score -1.012308e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -10123172.000000 Penalty: 3675.690674
	Iteration 74Q: 3 clusters Score -1.012317e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -10123240.000000 Penalty: 3675.690674
	Iteration 75Q: 3 clusters Score -1.012324e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -10123314.000000 Penalty: 3675.690674
	Iteration 76Q: 3 clusters Score -1.012331e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -10123440.000000 Penalty: 3675.690674
	Iteration 77Q: 3 clusters Score -1.012344e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -10123559.000000 Penalty: 3675.690674
	Iteration 78Q: 3 clusters Score -1.012356e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -10123655.000000 Penalty: 3675.690674
	Iteration 79Q: 3 clusters Score -1.012366e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -10123735.000000 Penalty: 3675.690674
	Iteration 80F: 3 clusters Score -1.012374e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -10123835.000000 Penalty: 3675.690674
	Iteration 81Q: 3 clusters Score -1.012384e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -10123920.000000 Penalty: 3675.690674
	Iteration 82Q: 3 clusters Score -1.012392e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -10123984.000000 Penalty: 3675.690674
	Iteration 83Q: 3 clusters Score -1.012398e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -10124032.000000 Penalty: 3675.690674
	Iteration 84Q: 3 clusters Score -1.012403e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -10124061.000000 Penalty: 3675.690674
	Iteration 85Q: 3 clusters Score -1.012406e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -10124090.000000 Penalty: 3675.690674
	Iteration 86Q: 3 clusters Score -1.012409e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -10124136.000000 Penalty: 3675.690674
	Iteration 87Q: 3 clusters Score -1.012414e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -10124156.000000 Penalty: 3675.690674
	Iteration 88Q: 3 clusters Score -1.012416e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -10124178.000000 Penalty: 3675.690674
	Iteration 89Q: 3 clusters Score -1.012418e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -10124238.000000 Penalty: 3675.690674
	Iteration 90Q: 3 clusters Score -1.012424e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -10124276.000000 Penalty: 3675.690674
	Iteration 91Q: 3 clusters Score -1.012428e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -10124280.000000 Penalty: 3675.690674
	Iteration 92Q: 3 clusters Score -1.012428e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -10124328.000000 Penalty: 3675.690674
	Iteration 93Q: 3 clusters Score -1.012433e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -10124375.000000 Penalty: 3675.690674
	Iteration 94Q: 3 clusters Score -1.012438e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -10124349.000000 Penalty: 3675.690674
	Iteration 95Q: 3 clusters Score -1.012435e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -10124366.000000 Penalty: 3675.690674
	Iteration 96Q: 3 clusters Score -1.012437e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -10124370.000000 Penalty: 3675.690674
	Iteration 97Q: 3 clusters Score -1.012437e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -10124374.000000 Penalty: 3675.690674
	Iteration 98Q: 3 clusters Score -1.012437e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -10124395.000000 Penalty: 3675.690674
	Iteration 99Q: 3 clusters Score -1.01244e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -10124424.000000 Penalty: 3675.690674
	Iteration 100F: 3 clusters Score -1.012442e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -10124446.000000 Penalty: 3675.690674
	Iteration 101Q: 3 clusters Score -1.012445e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -10124425.000000 Penalty: 3675.690674
	Iteration 102Q: 3 clusters Score -1.012442e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 77059 members 
Entering Unmasked Estep 
Score: -10124428.000000 Penalty: 3675.690674
	Iteration 103Q: 3 clusters Score -1.012443e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -10124444.000000 Penalty: 3675.690674
	Iteration 104Q: 3 clusters Score -1.012444e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -10124468.000000 Penalty: 3675.690674
	Iteration 105Q: 3 clusters Score -1.012447e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -10124471.000000 Penalty: 3675.690674
	Iteration 106Q: 3 clusters Score -1.012447e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -10124498.000000 Penalty: 3675.690674
	Iteration 107Q: 3 clusters Score -1.01245e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -10124505.000000 Penalty: 3675.690674
	Iteration 108Q: 3 clusters Score -1.01245e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
Score: -10124520.000000 Penalty: 3675.690674
	Iteration 109Q: 3 clusters Score -1.012452e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -10124522.000000 Penalty: 3675.690674
	Iteration 110Q: 3 clusters Score -1.012452e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -10124520.000000 Penalty: 3675.690674
	Iteration 111Q: 3 clusters Score -1.012452e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
Score: -10124524.000000 Penalty: 3675.690674
	Iteration 112Q: 3 clusters Score -1.012452e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -10124522.000000 Penalty: 3675.690674
	Iteration 113Q: 3 clusters Score -1.012452e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -10124524.000000 Penalty: 3675.690674
	Iteration 114Q: 3 clusters Score -1.012452e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -10124513.000000 Penalty: 3675.690674
	Iteration 115Q: 3 clusters Score -1.012451e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -10124523.000000 Penalty: 3675.690674
	Iteration 116Q: 3 clusters Score -1.012452e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -10124515.000000 Penalty: 3675.690674
	Iteration 117Q: 3 clusters Score -1.012452e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 78109 members 
Entering Unmasked Estep 
Score: -10124526.000000 Penalty: 3675.690674
	Iteration 118Q: 3 clusters Score -1.012453e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -10124529.000000 Penalty: 3675.690674
	Iteration 119Q: 3 clusters Score -1.012453e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -10124532.000000 Penalty: 3675.690674
	Iteration 120F: 3 clusters Score -1.012453e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -10124548.000000 Penalty: 3675.690674
	Iteration 121Q: 3 clusters Score -1.012455e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -10124556.000000 Penalty: 3675.690674
	Iteration 122Q: 3 clusters Score -1.012456e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -10124549.000000 Penalty: 3675.690674
	Iteration 123Q: 3 clusters Score -1.012455e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -10124554.000000 Penalty: 3675.690674
	Iteration 124Q: 3 clusters Score -1.012455e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -10124543.000000 Penalty: 3675.690674
	Iteration 125Q: 3 clusters Score -1.012454e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -10124542.000000 Penalty: 3675.690674
	Iteration 126Q: 3 clusters Score -1.012454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -10124542.000000 Penalty: 3675.690674
	Iteration 127Q: 3 clusters Score -1.012454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -10124563.000000 Penalty: 3675.690674
	Iteration 128Q: 3 clusters Score -1.012456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -10124553.000000 Penalty: 3675.690674
	Iteration 129Q: 3 clusters Score -1.012455e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -10124556.000000 Penalty: 3675.690674
	Iteration 130Q: 3 clusters Score -1.012456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -10124545.000000 Penalty: 3675.690674
	Iteration 131Q: 3 clusters Score -1.012454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -10124545.000000 Penalty: 3675.690674
	Iteration 132Q: 3 clusters Score -1.012454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -10124545.000000 Penalty: 3675.690674
	Iteration 133Q: 3 clusters Score -1.012454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -10124535.000000 Penalty: 3675.690674
	Iteration 134Q: 3 clusters Score -1.012454e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -10124536.000000 Penalty: 3675.690674
	Iteration 135Q: 3 clusters Score -1.012454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -10124540.000000 Penalty: 3675.690674
	Iteration 136Q: 3 clusters Score -1.012454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -10124535.000000 Penalty: 3675.690674
	Iteration 137Q: 3 clusters Score -1.012454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -10124532.000000 Penalty: 3675.690674
	Iteration 138Q: 3 clusters Score -1.012453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -10124541.000000 Penalty: 3675.690674
	Iteration 139Q: 3 clusters Score -1.012454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -10124541.000000 Penalty: 3675.690674
	Iteration 140F: 3 clusters Score -1.012454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -10124546.000000 Penalty: 3675.690674
	Iteration 141Q: 3 clusters Score -1.012455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -10124542.000000 Penalty: 3675.690674
	Iteration 142Q: 3 clusters Score -1.012454e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -10124540.000000 Penalty: 3675.690674
	Iteration 143Q: 3 clusters Score -1.012454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -10124553.000000 Penalty: 3675.690674
	Iteration 144Q: 3 clusters Score -1.012455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 78755 members 
Entering Unmasked Estep 
Score: -10124547.000000 Penalty: 3675.690674
	Iteration 145Q: 3 clusters Score -1.012455e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -10124537.000000 Penalty: 3675.690674
	Iteration 146Q: 3 clusters Score -1.012454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -10124552.000000 Penalty: 3675.690674
	Iteration 147Q: 3 clusters Score -1.012455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 78799 members 
Entering Unmasked Estep 
Score: -10124544.000000 Penalty: 3675.690674
	Iteration 148Q: 3 clusters Score -1.012454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -10124559.000000 Penalty: 3675.690674
	Iteration 149Q: 3 clusters Score -1.012456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -10124556.000000 Penalty: 3675.690674
	Iteration 150Q: 3 clusters Score -1.012456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -10124556.000000 Penalty: 3675.690674
	Iteration 151Q: 3 clusters Score -1.012456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -10124552.000000 Penalty: 3675.690674
	Iteration 152Q: 3 clusters Score -1.012455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -10124554.000000 Penalty: 3675.690674
	Iteration 153Q: 3 clusters Score -1.012455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -10124548.000000 Penalty: 3675.690674
	Iteration 154Q: 3 clusters Score -1.012455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -10124548.000000 Penalty: 3675.690674
	Iteration 155Q: 3 clusters Score -1.012455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -10124544.000000 Penalty: 3675.690674
	Iteration 156Q: 3 clusters Score -1.012454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 78865 members 
Entering Unmasked Estep 
Score: -10124552.000000 Penalty: 3675.690674
	Iteration 157Q: 3 clusters Score -1.012455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -10124546.000000 Penalty: 3675.690674
	Iteration 158Q: 3 clusters Score -1.012455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -10124546.000000 Penalty: 3675.690674
	Iteration 159F: 3 clusters Score -1.012455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Entering Unmasked Estep 
Score: -1882026.375000 Penalty: 1564.013672
	Iteration 0F: 2 clusters Score -1882026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1871529.875000 Penalty: 3128.027344
	Iteration 0F: 3 clusters Score -1871530 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1875182.375000 Penalty: 3128.027344
	Iteration 1F: 3 clusters Score -1875182 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1875427.000000 Penalty: 3128.027344
	Iteration 2Q: 3 clusters Score -1875427 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1875611.750000 Penalty: 3128.027344
	Iteration 3Q: 3 clusters Score -1875612 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1875787.750000 Penalty: 3128.027344
	Iteration 4Q: 3 clusters Score -1875788 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1875989.000000 Penalty: 3128.027344
	Iteration 5Q: 3 clusters Score -1875989 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1876226.750000 Penalty: 3128.027344
	Iteration 6Q: 3 clusters Score -1876227 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1876544.750000 Penalty: 3128.027344
	Iteration 7Q: 3 clusters Score -1876545 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1876970.375000 Penalty: 3128.027344
	Iteration 8Q: 3 clusters Score -1876970 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1877513.750000 Penalty: 3128.027344
	Iteration 9Q: 3 clusters Score -1877514 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1878074.250000 Penalty: 3128.027344
	Iteration 10Q: 3 clusters Score -1878074 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1878515.875000 Penalty: 3128.027344
	Iteration 11Q: 3 clusters Score -1878516 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1878797.875000 Penalty: 3128.027344
	Iteration 12Q: 3 clusters Score -1878798 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1878957.125000 Penalty: 3128.027344
	Iteration 13Q: 3 clusters Score -1878957 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1879029.875000 Penalty: 3128.027344
	Iteration 14Q: 3 clusters Score -1879030 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1879057.500000 Penalty: 3128.027344
	Iteration 15Q: 3 clusters Score -1879058 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1879095.250000 Penalty: 3128.027344
	Iteration 16Q: 3 clusters Score -1879095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1879106.625000 Penalty: 3128.027344
	Iteration 17Q: 3 clusters Score -1879107 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1879125.000000 Penalty: 3128.027344
	Iteration 18Q: 3 clusters Score -1879125 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1879145.875000 Penalty: 3128.027344
	Iteration 19Q: 3 clusters Score -1879146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1879166.625000 Penalty: 3128.027344
	Iteration 20F: 3 clusters Score -1879167 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1879178.250000 Penalty: 3128.027344
	Iteration 21Q: 3 clusters Score -1879178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1879187.250000 Penalty: 3128.027344
	Iteration 22Q: 3 clusters Score -1879187 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1879195.375000 Penalty: 3128.027344
	Iteration 23Q: 3 clusters Score -1879195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1879202.625000 Penalty: 3128.027344
	Iteration 24Q: 3 clusters Score -1879203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1879216.250000 Penalty: 3128.027344
	Iteration 25Q: 3 clusters Score -1879216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1879218.875000 Penalty: 3128.027344
	Iteration 26Q: 3 clusters Score -1879219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1879217.375000 Penalty: 3128.027344
	Iteration 27Q: 3 clusters Score -1879217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1879224.625000 Penalty: 3128.027344
	Iteration 28Q: 3 clusters Score -1879225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1879226.750000 Penalty: 3128.027344
	Iteration 29Q: 3 clusters Score -1879227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1879237.375000 Penalty: 3128.027344
	Iteration 30Q: 3 clusters Score -1879237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1879241.000000 Penalty: 3128.027344
	Iteration 31Q: 3 clusters Score -1879241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1879244.750000 Penalty: 3128.027344
	Iteration 32Q: 3 clusters Score -1879245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1879255.500000 Penalty: 3128.027344
	Iteration 33Q: 3 clusters Score -1879256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1879257.750000 Penalty: 3128.027344
	Iteration 34Q: 3 clusters Score -1879258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1879259.500000 Penalty: 3128.027344
	Iteration 35Q: 3 clusters Score -1879260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1879279.000000 Penalty: 3128.027344
	Iteration 36Q: 3 clusters Score -1879279 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1879291.750000 Penalty: 3128.027344
	Iteration 37Q: 3 clusters Score -1879292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1879303.375000 Penalty: 3128.027344
	Iteration 38Q: 3 clusters Score -1879303 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1879317.375000 Penalty: 3128.027344
	Iteration 39Q: 3 clusters Score -1879317 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1879330.250000 Penalty: 3128.027344
	Iteration 40F: 3 clusters Score -1879330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1879339.125000 Penalty: 3128.027344
	Iteration 41Q: 3 clusters Score -1879339 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1879348.125000 Penalty: 3128.027344
	Iteration 42Q: 3 clusters Score -1879348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1879361.000000 Penalty: 3128.027344
	Iteration 43Q: 3 clusters Score -1879361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1879375.250000 Penalty: 3128.027344
	Iteration 44Q: 3 clusters Score -1879375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1879382.750000 Penalty: 3128.027344
	Iteration 45Q: 3 clusters Score -1879383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1879385.250000 Penalty: 3128.027344
	Iteration 46Q: 3 clusters Score -1879385 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1879398.875000 Penalty: 3128.027344
	Iteration 47Q: 3 clusters Score -1879399 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1879414.125000 Penalty: 3128.027344
	Iteration 48Q: 3 clusters Score -1879414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1879417.875000 Penalty: 3128.027344
	Iteration 49Q: 3 clusters Score -1879418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1879429.125000 Penalty: 3128.027344
	Iteration 50Q: 3 clusters Score -1879429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1879432.250000 Penalty: 3128.027344
	Iteration 51Q: 3 clusters Score -1879432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1879437.500000 Penalty: 3128.027344
	Iteration 52Q: 3 clusters Score -1879438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1879448.500000 Penalty: 3128.027344
	Iteration 53Q: 3 clusters Score -1879448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1879452.875000 Penalty: 3128.027344
	Iteration 54Q: 3 clusters Score -1879453 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1879465.250000 Penalty: 3128.027344
	Iteration 55Q: 3 clusters Score -1879465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1879470.500000 Penalty: 3128.027344
	Iteration 56Q: 3 clusters Score -1879470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1879480.000000 Penalty: 3128.027344
	Iteration 57Q: 3 clusters Score -1879480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1879501.375000 Penalty: 3128.027344
	Iteration 58Q: 3 clusters Score -1879501 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1879527.000000 Penalty: 3128.027344
	Iteration 59Q: 3 clusters Score -1879527 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1879547.250000 Penalty: 3128.027344
	Iteration 60F: 3 clusters Score -1879547 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1879564.875000 Penalty: 3128.027344
	Iteration 61Q: 3 clusters Score -1879565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1879577.000000 Penalty: 3128.027344
	Iteration 62Q: 3 clusters Score -1879577 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1879591.500000 Penalty: 3128.027344
	Iteration 63Q: 3 clusters Score -1879592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1879596.875000 Penalty: 3128.027344
	Iteration 64Q: 3 clusters Score -1879597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1879604.000000 Penalty: 3128.027344
	Iteration 65Q: 3 clusters Score -1879604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1879617.250000 Penalty: 3128.027344
	Iteration 66Q: 3 clusters Score -1879617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1879627.000000 Penalty: 3128.027344
	Iteration 67Q: 3 clusters Score -1879627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1879636.125000 Penalty: 3128.027344
	Iteration 68Q: 3 clusters Score -1879636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1879650.750000 Penalty: 3128.027344
	Iteration 69Q: 3 clusters Score -1879651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1879654.375000 Penalty: 3128.027344
	Iteration 70Q: 3 clusters Score -1879654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1879659.250000 Penalty: 3128.027344
	Iteration 71Q: 3 clusters Score -1879659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1879674.375000 Penalty: 3128.027344
	Iteration 72Q: 3 clusters Score -1879674 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1879684.625000 Penalty: 3128.027344
	Iteration 73Q: 3 clusters Score -1879685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1879708.750000 Penalty: 3128.027344
	Iteration 74Q: 3 clusters Score -1879709 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1879727.625000 Penalty: 3128.027344
	Iteration 75Q: 3 clusters Score -1879728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1879754.625000 Penalty: 3128.027344
	Iteration 76Q: 3 clusters Score -1879755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1879779.750000 Penalty: 3128.027344
	Iteration 77Q: 3 clusters Score -1879780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1879804.625000 Penalty: 3128.027344
	Iteration 78Q: 3 clusters Score -1879805 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1879824.125000 Penalty: 3128.027344
	Iteration 79Q: 3 clusters Score -1879824 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1879846.500000 Penalty: 3128.027344
	Iteration 80F: 3 clusters Score -1879846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1879870.750000 Penalty: 3128.027344
	Iteration 81Q: 3 clusters Score -1879871 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1879904.125000 Penalty: 3128.027344
	Iteration 82Q: 3 clusters Score -1879904 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1879931.500000 Penalty: 3128.027344
	Iteration 83Q: 3 clusters Score -1879932 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1879953.625000 Penalty: 3128.027344
	Iteration 84Q: 3 clusters Score -1879954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1879982.750000 Penalty: 3128.027344
	Iteration 85Q: 3 clusters Score -1879983 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1880022.125000 Penalty: 3128.027344
	Iteration 86Q: 3 clusters Score -1880022 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1880064.250000 Penalty: 3128.027344
	Iteration 87Q: 3 clusters Score -1880064 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1880120.000000 Penalty: 3128.027344
	Iteration 88Q: 3 clusters Score -1880120 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1880187.375000 Penalty: 3128.027344
	Iteration 89Q: 3 clusters Score -1880187 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1880247.000000 Penalty: 3128.027344
	Iteration 90Q: 3 clusters Score -1880247 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1880293.500000 Penalty: 3128.027344
	Iteration 91Q: 3 clusters Score -1880294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1880329.875000 Penalty: 3128.027344
	Iteration 92Q: 3 clusters Score -1880330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1880365.125000 Penalty: 3128.027344
	Iteration 93Q: 3 clusters Score -1880365 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1880396.250000 Penalty: 3128.027344
	Iteration 94Q: 3 clusters Score -1880396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1880420.750000 Penalty: 3128.027344
	Iteration 95Q: 3 clusters Score -1880421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1880440.875000 Penalty: 3128.027344
	Iteration 96Q: 3 clusters Score -1880441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1880455.625000 Penalty: 3128.027344
	Iteration 97Q: 3 clusters Score -1880456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1880468.000000 Penalty: 3128.027344
	Iteration 98Q: 3 clusters Score -1880468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1880481.750000 Penalty: 3128.027344
	Iteration 99Q: 3 clusters Score -1880482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1880494.625000 Penalty: 3128.027344
	Iteration 100F: 3 clusters Score -1880495 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1880508.750000 Penalty: 3128.027344
	Iteration 101Q: 3 clusters Score -1880509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1880516.625000 Penalty: 3128.027344
	Iteration 102Q: 3 clusters Score -1880517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1880529.000000 Penalty: 3128.027344
	Iteration 103Q: 3 clusters Score -1880529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1880543.625000 Penalty: 3128.027344
	Iteration 104Q: 3 clusters Score -1880544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1880559.250000 Penalty: 3128.027344
	Iteration 105Q: 3 clusters Score -1880559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1880571.375000 Penalty: 3128.027344
	Iteration 106Q: 3 clusters Score -1880571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1880584.750000 Penalty: 3128.027344
	Iteration 107Q: 3 clusters Score -1880585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1880598.375000 Penalty: 3128.027344
	Iteration 108Q: 3 clusters Score -1880598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1880604.125000 Penalty: 3128.027344
	Iteration 109Q: 3 clusters Score -1880604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1880604.000000 Penalty: 3128.027344
	Iteration 110Q: 3 clusters Score -1880604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1880610.625000 Penalty: 3128.027344
	Iteration 111Q: 3 clusters Score -1880611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1880617.750000 Penalty: 3128.027344
	Iteration 112Q: 3 clusters Score -1880618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1880621.625000 Penalty: 3128.027344
	Iteration 113Q: 3 clusters Score -1880622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1880626.875000 Penalty: 3128.027344
	Iteration 114Q: 3 clusters Score -1880627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1880630.625000 Penalty: 3128.027344
	Iteration 115Q: 3 clusters Score -1880631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1880633.375000 Penalty: 3128.027344
	Iteration 116Q: 3 clusters Score -1880633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1880634.125000 Penalty: 3128.027344
	Iteration 117Q: 3 clusters Score -1880634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1880636.375000 Penalty: 3128.027344
	Iteration 118Q: 3 clusters Score -1880636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1880638.750000 Penalty: 3128.027344
	Iteration 119Q: 3 clusters Score -1880639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1880642.500000 Penalty: 3128.027344
	Iteration 120F: 3 clusters Score -1880642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1880646.000000 Penalty: 3128.027344
	Iteration 121Q: 3 clusters Score -1880646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1880648.375000 Penalty: 3128.027344
	Iteration 122Q: 3 clusters Score -1880648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1880648.625000 Penalty: 3128.027344
	Iteration 123Q: 3 clusters Score -1880649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1880648.625000 Penalty: 3128.027344
	Iteration 124F: 3 clusters Score -1880649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Entering Unmasked Estep 
Score: -556714.250000 Penalty: 1372.530518
	Iteration 0F: 2 clusters Score -556714.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -552950.437500 Penalty: 2745.061035
	Iteration 0F: 3 clusters Score -552950.4 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -553990.625000 Penalty: 2745.061035
	Iteration 1F: 3 clusters Score -553990.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -554254.625000 Penalty: 2745.061035
	Iteration 2F: 3 clusters Score -554254.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -554477.437500 Penalty: 2745.061035
	Iteration 3F: 3 clusters Score -554477.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -554757.187500 Penalty: 2745.061035
	Iteration 4F: 3 clusters Score -554757.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -555014.812500 Penalty: 2745.061035
	Iteration 5F: 3 clusters Score -555014.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -555196.750000 Penalty: 2745.061035
	Iteration 6F: 3 clusters Score -555196.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -555332.625000 Penalty: 2745.061035
	Iteration 7Q: 3 clusters Score -555332.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -555413.625000 Penalty: 2745.061035
	Iteration 8Q: 3 clusters Score -555413.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -555469.250000 Penalty: 2745.061035
	Iteration 9Q: 3 clusters Score -555469.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -555513.062500 Penalty: 2745.061035
	Iteration 10Q: 3 clusters Score -555513.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -555548.562500 Penalty: 2745.061035
	Iteration 11Q: 3 clusters Score -555548.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -555580.750000 Penalty: 2745.061035
	Iteration 12Q: 3 clusters Score -555580.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -555608.937500 Penalty: 2745.061035
	Iteration 13Q: 3 clusters Score -555608.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -555625.750000 Penalty: 2745.061035
	Iteration 14Q: 3 clusters Score -555625.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -555644.187500 Penalty: 2745.061035
	Iteration 15Q: 3 clusters Score -555644.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -555667.812500 Penalty: 2745.061035
	Iteration 16Q: 3 clusters Score -555667.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -555686.500000 Penalty: 2745.061035
	Iteration 17Q: 3 clusters Score -555686.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -555700.125000 Penalty: 2745.061035
	Iteration 18Q: 3 clusters Score -555700.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -555710.125000 Penalty: 2745.061035
	Iteration 19Q: 3 clusters Score -555710.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -555723.812500 Penalty: 2745.061035
	Iteration 20F: 3 clusters Score -555723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -555732.750000 Penalty: 2745.061035
	Iteration 21Q: 3 clusters Score -555732.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -555741.750000 Penalty: 2745.061035
	Iteration 22Q: 3 clusters Score -555741.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -555749.062500 Penalty: 2745.061035
	Iteration 23Q: 3 clusters Score -555749.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -555753.500000 Penalty: 2745.061035
	Iteration 24Q: 3 clusters Score -555753.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -555754.562500 Penalty: 2745.061035
	Iteration 25Q: 3 clusters Score -555754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -555756.562500 Penalty: 2745.061035
	Iteration 26Q: 3 clusters Score -555756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -555757.625000 Penalty: 2745.061035
	Iteration 27Q: 3 clusters Score -555757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -555759.062500 Penalty: 2745.061035
	Iteration 28Q: 3 clusters Score -555759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -555760.062500 Penalty: 2745.061035
	Iteration 29Q: 3 clusters Score -555760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -555761.437500 Penalty: 2745.061035
	Iteration 30Q: 3 clusters Score -555761.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -555762.500000 Penalty: 2745.061035
	Iteration 31Q: 3 clusters Score -555762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -555763.000000 Penalty: 2745.061035
	Iteration 32Q: 3 clusters Score -555763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -555763.000000 Penalty: 2745.061035
	Iteration 33F: 3 clusters Score -555763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -2268675.750000 Penalty: 1599.503784
	Iteration 0F: 2 clusters Score -2268676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2255782.250000 Penalty: 3199.007568
	Iteration 0F: 3 clusters Score -2255782 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2260604.750000 Penalty: 3199.007568
	Iteration 1F: 3 clusters Score -2260605 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2261437.250000 Penalty: 3199.007568
	Iteration 2F: 3 clusters Score -2261437 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2262413.750000 Penalty: 3199.007568
	Iteration 3F: 3 clusters Score -2262414 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2263505.500000 Penalty: 3199.007568
	Iteration 4F: 3 clusters Score -2263506 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2264526.750000 Penalty: 3199.007568
	Iteration 5F: 3 clusters Score -2264527 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2265264.500000 Penalty: 3199.007568
	Iteration 6F: 3 clusters Score -2265264 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2265780.750000 Penalty: 3199.007568
	Iteration 7Q: 3 clusters Score -2265781 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2266184.500000 Penalty: 3199.007568
	Iteration 8Q: 3 clusters Score -2266184 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2266517.750000 Penalty: 3199.007568
	Iteration 9Q: 3 clusters Score -2266518 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2266804.500000 Penalty: 3199.007568
	Iteration 10Q: 3 clusters Score -2266804 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2267045.250000 Penalty: 3199.007568
	Iteration 11Q: 3 clusters Score -2267045 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2267219.250000 Penalty: 3199.007568
	Iteration 12Q: 3 clusters Score -2267219 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2267324.750000 Penalty: 3199.007568
	Iteration 13Q: 3 clusters Score -2267325 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2267424.000000 Penalty: 3199.007568
	Iteration 14Q: 3 clusters Score -2267424 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2267508.250000 Penalty: 3199.007568
	Iteration 15Q: 3 clusters Score -2267508 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2267570.500000 Penalty: 3199.007568
	Iteration 16Q: 3 clusters Score -2267570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2267606.000000 Penalty: 3199.007568
	Iteration 17Q: 3 clusters Score -2267606 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2267646.750000 Penalty: 3199.007568
	Iteration 18Q: 3 clusters Score -2267647 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2267678.500000 Penalty: 3199.007568
	Iteration 19Q: 3 clusters Score -2267678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2267702.500000 Penalty: 3199.007568
	Iteration 20F: 3 clusters Score -2267702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2267718.000000 Penalty: 3199.007568
	Iteration 21Q: 3 clusters Score -2267718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2267739.750000 Penalty: 3199.007568
	Iteration 22Q: 3 clusters Score -2267740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2267754.000000 Penalty: 3199.007568
	Iteration 23Q: 3 clusters Score -2267754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2267760.750000 Penalty: 3199.007568
	Iteration 24Q: 3 clusters Score -2267761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2267776.000000 Penalty: 3199.007568
	Iteration 25Q: 3 clusters Score -2267776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2267784.500000 Penalty: 3199.007568
	Iteration 26Q: 3 clusters Score -2267784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2267788.000000 Penalty: 3199.007568
	Iteration 27Q: 3 clusters Score -2267788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2267797.250000 Penalty: 3199.007568
	Iteration 28Q: 3 clusters Score -2267797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2267806.000000 Penalty: 3199.007568
	Iteration 29Q: 3 clusters Score -2267806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2267805.750000 Penalty: 3199.007568
	Iteration 30Q: 3 clusters Score -2267806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2267813.000000 Penalty: 3199.007568
	Iteration 31Q: 3 clusters Score -2267813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2267817.000000 Penalty: 3199.007568
	Iteration 32Q: 3 clusters Score -2267817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2267819.750000 Penalty: 3199.007568
	Iteration 33Q: 3 clusters Score -2267820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2267818.000000 Penalty: 3199.007568
	Iteration 34Q: 3 clusters Score -2267818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2267820.500000 Penalty: 3199.007568
	Iteration 35Q: 3 clusters Score -2267820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2267820.000000 Penalty: 3199.007568
	Iteration 36Q: 3 clusters Score -2267820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2267825.250000 Penalty: 3199.007568
	Iteration 37Q: 3 clusters Score -2267825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2267827.500000 Penalty: 3199.007568
	Iteration 38Q: 3 clusters Score -2267828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2267834.000000 Penalty: 3199.007568
	Iteration 39Q: 3 clusters Score -2267834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2267833.750000 Penalty: 3199.007568
	Iteration 40F: 3 clusters Score -2267834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2267835.000000 Penalty: 3199.007568
	Iteration 41Q: 3 clusters Score -2267835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2267832.750000 Penalty: 3199.007568
	Iteration 42Q: 3 clusters Score -2267833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2267835.250000 Penalty: 3199.007568
	Iteration 43Q: 3 clusters Score -2267835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2267834.750000 Penalty: 3199.007568
	Iteration 44Q: 3 clusters Score -2267835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2267836.500000 Penalty: 3199.007568
	Iteration 45Q: 3 clusters Score -2267836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2267836.750000 Penalty: 3199.007568
	Iteration 46Q: 3 clusters Score -2267837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2267836.750000 Penalty: 3199.007568
	Iteration 47F: 3 clusters Score -2267837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -299343.468750 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -299343.5 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 1281 members 
Entering Unmasked Estep 
Score: -296903.062500 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -296903.1 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -297530.031250 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -297530 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -297766.375000 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -297766.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -297932.625000 Penalty: 2552.800049
	Iteration 3F: 3 clusters Score -297932.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -298053.812500 Penalty: 2552.800049
	Iteration 4F: 3 clusters Score -298053.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -298209.187500 Penalty: 2552.800049
	Iteration 5F: 3 clusters Score -298209.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -298373.906250 Penalty: 2552.800049
	Iteration 6F: 3 clusters Score -298373.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -298519.437500 Penalty: 2552.800049
	Iteration 7F: 3 clusters Score -298519.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -298671.218750 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -298671.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -298812.375000 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -298812.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -298884.375000 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -298884.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -298940.125000 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -298940.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -298993.281250 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -298993.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -299032.093750 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -299032.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -299055.281250 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -299055.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -299075.906250 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -299075.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -299091.968750 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -299092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -299095.406250 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -299095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -299099.468750 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -299099.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -299108.125000 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -299108.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -299115.812500 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -299115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -299121.875000 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -299121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -299125.312500 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -299125.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -299131.468750 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -299131.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -299137.937500 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -299137.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -299144.000000 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -299144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -299149.625000 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -299149.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -299158.406250 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -299158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -299164.125000 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -299164.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -299177.312500 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -299177.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -299189.500000 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -299189.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -299197.906250 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -299197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -299204.968750 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -299205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -299219.781250 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -299219.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -299236.500000 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -299236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -299248.406250 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -299248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -299255.250000 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -299255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -299262.937500 Penalty: 2552.800049
	Iteration 37Q: 3 clusters Score -299262.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -299268.718750 Penalty: 2552.800049
	Iteration 38Q: 3 clusters Score -299268.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -299283.781250 Penalty: 2552.800049
	Iteration 39Q: 3 clusters Score -299283.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -299298.250000 Penalty: 2552.800049
	Iteration 40F: 3 clusters Score -299298.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -299306.218750 Penalty: 2552.800049
	Iteration 41Q: 3 clusters Score -299306.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -299314.562500 Penalty: 2552.800049
	Iteration 42Q: 3 clusters Score -299314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -299318.281250 Penalty: 2552.800049
	Iteration 43Q: 3 clusters Score -299318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -299321.562500 Penalty: 2552.800049
	Iteration 44Q: 3 clusters Score -299321.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -299325.781250 Penalty: 2552.800049
	Iteration 45Q: 3 clusters Score -299325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -299327.656250 Penalty: 2552.800049
	Iteration 46Q: 3 clusters Score -299327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -299329.500000 Penalty: 2552.800049
	Iteration 47Q: 3 clusters Score -299329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -299329.750000 Penalty: 2552.800049
	Iteration 48Q: 3 clusters Score -299329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -299330.281250 Penalty: 2552.800049
	Iteration 49Q: 3 clusters Score -299330.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -299330.562500 Penalty: 2552.800049
	Iteration 50Q: 3 clusters Score -299330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -299331.031250 Penalty: 2552.800049
	Iteration 51Q: 3 clusters Score -299331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -299331.031250 Penalty: 2552.800049
	Iteration 52F: 3 clusters Score -299331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Entering Unmasked Estep 
Score: -10553167.000000 Penalty: 1842.293457
	Iteration 0F: 2 clusters Score -1.055317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -10499367.000000 Penalty: 3684.586914
	Iteration 0F: 3 clusters Score -1.049937e+07 nChanged 39650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -10521674.000000 Penalty: 3684.586914
	Iteration 1F: 3 clusters Score -1.052167e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -10522156.000000 Penalty: 3684.586914
	Iteration 2Q: 3 clusters Score -1.052216e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -10522827.000000 Penalty: 3684.586914
	Iteration 3Q: 3 clusters Score -1.052283e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -10523735.000000 Penalty: 3684.586914
	Iteration 4Q: 3 clusters Score -1.052374e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -10525425.000000 Penalty: 3684.586914
	Iteration 5Q: 3 clusters Score -1.052542e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -10528342.000000 Penalty: 3684.586914
	Iteration 6F: 3 clusters Score -1.052834e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -10532934.000000 Penalty: 3684.586914
	Iteration 7F: 3 clusters Score -1.053293e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -10539060.000000 Penalty: 3684.586914
	Iteration 8F: 3 clusters Score -1.053906e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -10544384.000000 Penalty: 3684.586914
	Iteration 9F: 3 clusters Score -1.054438e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -10547798.000000 Penalty: 3684.586914
	Iteration 10Q: 3 clusters Score -1.05478e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -10549391.000000 Penalty: 3684.586914
	Iteration 11Q: 3 clusters Score -1.054939e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -10550037.000000 Penalty: 3684.586914
	Iteration 12Q: 3 clusters Score -1.055004e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 75712 members 
Entering Unmasked Estep 
Score: -10550533.000000 Penalty: 3684.586914
	Iteration 13Q: 3 clusters Score -1.055053e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -10550943.000000 Penalty: 3684.586914
	Iteration 14Q: 3 clusters Score -1.055094e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 77059 members 
Entering Unmasked Estep 
Score: -10551212.000000 Penalty: 3684.586914
	Iteration 15Q: 3 clusters Score -1.055121e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -10551443.000000 Penalty: 3684.586914
	Iteration 16Q: 3 clusters Score -1.055144e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -10551606.000000 Penalty: 3684.586914
	Iteration 17Q: 3 clusters Score -1.055161e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -10551755.000000 Penalty: 3684.586914
	Iteration 18Q: 3 clusters Score -1.055176e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -10551801.000000 Penalty: 3684.586914
	Iteration 19Q: 3 clusters Score -1.05518e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -10551776.000000 Penalty: 3684.586914
	Iteration 20F: 3 clusters Score -1.055178e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -10551748.000000 Penalty: 3684.586914
	Iteration 21Q: 3 clusters Score -1.055175e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
Score: -10551837.000000 Penalty: 3684.586914
	Iteration 22Q: 3 clusters Score -1.055184e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
Score: -10551846.000000 Penalty: 3684.586914
	Iteration 23Q: 3 clusters Score -1.055185e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -10551847.000000 Penalty: 3684.586914
	Iteration 24Q: 3 clusters Score -1.055185e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -10551822.000000 Penalty: 3684.586914
	Iteration 25Q: 3 clusters Score -1.055182e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -10551816.000000 Penalty: 3684.586914
	Iteration 26Q: 3 clusters Score -1.055182e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -10551860.000000 Penalty: 3684.586914
	Iteration 27Q: 3 clusters Score -1.055186e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -10551843.000000 Penalty: 3684.586914
	Iteration 28Q: 3 clusters Score -1.055184e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -10551840.000000 Penalty: 3684.586914
	Iteration 29Q: 3 clusters Score -1.055184e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 83346 members 
Entering Unmasked Estep 
Score: -10551836.000000 Penalty: 3684.586914
	Iteration 30Q: 3 clusters Score -1.055184e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -10551823.000000 Penalty: 3684.586914
	Iteration 31Q: 3 clusters Score -1.055182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -10551802.000000 Penalty: 3684.586914
	Iteration 32Q: 3 clusters Score -1.05518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -10551796.000000 Penalty: 3684.586914
	Iteration 33Q: 3 clusters Score -1.05518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -10551809.000000 Penalty: 3684.586914
	Iteration 34Q: 3 clusters Score -1.055181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -10551808.000000 Penalty: 3684.586914
	Iteration 35Q: 3 clusters Score -1.055181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -10551803.000000 Penalty: 3684.586914
	Iteration 36Q: 3 clusters Score -1.05518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -10551805.000000 Penalty: 3684.586914
	Iteration 37Q: 3 clusters Score -1.05518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 83501 members 
Entering Unmasked Estep 
Score: -10551811.000000 Penalty: 3684.586914
	Iteration 38Q: 3 clusters Score -1.055181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 83509 members 
Entering Unmasked Estep 
Score: -10551815.000000 Penalty: 3684.586914
	Iteration 39Q: 3 clusters Score -1.055182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -10551817.000000 Penalty: 3684.586914
	Iteration 40F: 3 clusters Score -1.055182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 83521 members 
Entering Unmasked Estep 
Score: -10551808.000000 Penalty: 3684.586914
	Iteration 41Q: 3 clusters Score -1.055181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -10551817.000000 Penalty: 3684.586914
	Iteration 42Q: 3 clusters Score -1.055182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -10551817.000000 Penalty: 3684.586914
	Iteration 43Q: 3 clusters Score -1.055182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 83531 members 
Entering Unmasked Estep 
Score: -10551818.000000 Penalty: 3684.586914
	Iteration 44Q: 3 clusters Score -1.055182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 83533 members 
Entering Unmasked Estep 
Score: -10551818.000000 Penalty: 3684.586914
	Iteration 45Q: 3 clusters Score -1.055182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -10551814.000000 Penalty: 3684.586914
	Iteration 46Q: 3 clusters Score -1.055181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 83536 members 
Entering Unmasked Estep 
Score: -10551823.000000 Penalty: 3684.586914
	Iteration 47Q: 3 clusters Score -1.055182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 83537 members 
Entering Unmasked Estep 
Score: -10551823.000000 Penalty: 3684.586914
	Iteration 48Q: 3 clusters Score -1.055182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -10551818.000000 Penalty: 3684.586914
	Iteration 49Q: 3 clusters Score -1.055182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -10551819.000000 Penalty: 3684.586914
	Iteration 50Q: 3 clusters Score -1.055182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -10551819.000000 Penalty: 3684.586914
	Iteration 51F: 3 clusters Score -1.055182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -39963.363281 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -39963.36 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 190 members 
Entering Unmasked Estep 
Score: -39003.878906 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -39003.88 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39167.941406 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -39167.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39246.554688 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -39246.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39289.082031 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -39289.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39305.113281 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -39305.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39328.101562 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -39328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39335.781250 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -39335.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39339.550781 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -39339.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39341.039062 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -39341.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39342.105469 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -39342.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39342.105469 Penalty: 1937.326660
	Iteration 10F: 3 clusters Score -39342.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -134785.359375 Penalty: 1152.813232
	Iteration 0F: 2 clusters Score -134785.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133235.390625 Penalty: 2305.626465
	Iteration 0F: 3 clusters Score -133235.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133526.937500 Penalty: 2305.626465
	Iteration 1F: 3 clusters Score -133526.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133602.750000 Penalty: 2305.626465
	Iteration 2F: 3 clusters Score -133602.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -133651.625000 Penalty: 2305.626465
	Iteration 3Q: 3 clusters Score -133651.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -133681.015625 Penalty: 2305.626465
	Iteration 4Q: 3 clusters Score -133681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -133694.625000 Penalty: 2305.626465
	Iteration 5Q: 3 clusters Score -133694.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133706.765625 Penalty: 2305.626465
	Iteration 6Q: 3 clusters Score -133706.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -133717.718750 Penalty: 2305.626465
	Iteration 7Q: 3 clusters Score -133717.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133726.562500 Penalty: 2305.626465
	Iteration 8Q: 3 clusters Score -133726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133732.312500 Penalty: 2305.626465
	Iteration 9Q: 3 clusters Score -133732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133736.843750 Penalty: 2305.626465
	Iteration 10Q: 3 clusters Score -133736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133740.375000 Penalty: 2305.626465
	Iteration 11Q: 3 clusters Score -133740.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133742.015625 Penalty: 2305.626465
	Iteration 12Q: 3 clusters Score -133742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133745.421875 Penalty: 2305.626465
	Iteration 13Q: 3 clusters Score -133745.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133748.734375 Penalty: 2305.626465
	Iteration 14Q: 3 clusters Score -133748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133750.062500 Penalty: 2305.626465
	Iteration 15Q: 3 clusters Score -133750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133751.687500 Penalty: 2305.626465
	Iteration 16Q: 3 clusters Score -133751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133752.687500 Penalty: 2305.626465
	Iteration 17Q: 3 clusters Score -133752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133752.687500 Penalty: 2305.626465
	Iteration 18F: 3 clusters Score -133752.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Entering Unmasked Estep 
Score: -11624943.000000 Penalty: 1859.302124
	Iteration 0F: 2 clusters Score -1.162494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -11566214.000000 Penalty: 3718.604248
	Iteration 0F: 3 clusters Score -1.156621e+07 nChanged 44268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -11591917.000000 Penalty: 3718.604248
	Iteration 1F: 3 clusters Score -1.159192e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -11592650.000000 Penalty: 3718.604248
	Iteration 2Q: 3 clusters Score -1.159265e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -11593672.000000 Penalty: 3718.604248
	Iteration 3Q: 3 clusters Score -1.159367e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -11594975.000000 Penalty: 3718.604248
	Iteration 4Q: 3 clusters Score -1.159498e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -11597016.000000 Penalty: 3718.604248
	Iteration 5Q: 3 clusters Score -1.159702e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -11600354.000000 Penalty: 3718.604248
	Iteration 6F: 3 clusters Score -1.160035e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -11604946.000000 Penalty: 3718.604248
	Iteration 7F: 3 clusters Score -1.160495e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -11610098.000000 Penalty: 3718.604248
	Iteration 8F: 3 clusters Score -1.16101e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -11613630.000000 Penalty: 3718.604248
	Iteration 9F: 3 clusters Score -1.161363e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -11615464.000000 Penalty: 3718.604248
	Iteration 10Q: 3 clusters Score -1.161546e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -11616506.000000 Penalty: 3718.604248
	Iteration 11Q: 3 clusters Score -1.161651e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -11617347.000000 Penalty: 3718.604248
	Iteration 12Q: 3 clusters Score -1.161735e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -11618192.000000 Penalty: 3718.604248
	Iteration 13Q: 3 clusters Score -1.161819e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 67936 members 
Entering Unmasked Estep 
Score: -11619098.000000 Penalty: 3718.604248
	Iteration 14Q: 3 clusters Score -1.16191e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -11619850.000000 Penalty: 3718.604248
	Iteration 15Q: 3 clusters Score -1.161985e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -11620510.000000 Penalty: 3718.604248
	Iteration 16Q: 3 clusters Score -1.162051e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -11621065.000000 Penalty: 3718.604248
	Iteration 17Q: 3 clusters Score -1.162106e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -11621538.000000 Penalty: 3718.604248
	Iteration 18Q: 3 clusters Score -1.162154e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -11621942.000000 Penalty: 3718.604248
	Iteration 19Q: 3 clusters Score -1.162194e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -11622312.000000 Penalty: 3718.604248
	Iteration 20F: 3 clusters Score -1.162231e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -11622577.000000 Penalty: 3718.604248
	Iteration 21Q: 3 clusters Score -1.162258e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -11622822.000000 Penalty: 3718.604248
	Iteration 22Q: 3 clusters Score -1.162282e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -11623133.000000 Penalty: 3718.604248
	Iteration 23Q: 3 clusters Score -1.162313e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -11623391.000000 Penalty: 3718.604248
	Iteration 24Q: 3 clusters Score -1.162339e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -11623527.000000 Penalty: 3718.604248
	Iteration 25Q: 3 clusters Score -1.162353e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -11623758.000000 Penalty: 3718.604248
	Iteration 26Q: 3 clusters Score -1.162376e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -11623936.000000 Penalty: 3718.604248
	Iteration 27Q: 3 clusters Score -1.162394e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -11624090.000000 Penalty: 3718.604248
	Iteration 28Q: 3 clusters Score -1.162409e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -11624256.000000 Penalty: 3718.604248
	Iteration 29Q: 3 clusters Score -1.162426e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -11624358.000000 Penalty: 3718.604248
	Iteration 30Q: 3 clusters Score -1.162436e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -11624450.000000 Penalty: 3718.604248
	Iteration 31Q: 3 clusters Score -1.162445e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -11624465.000000 Penalty: 3718.604248
	Iteration 32Q: 3 clusters Score -1.162446e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -11624523.000000 Penalty: 3718.604248
	Iteration 33Q: 3 clusters Score -1.162452e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -11624456.000000 Penalty: 3718.604248
	Iteration 34Q: 3 clusters Score -1.162446e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -11624526.000000 Penalty: 3718.604248
	Iteration 35Q: 3 clusters Score -1.162453e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -11624538.000000 Penalty: 3718.604248
	Iteration 36Q: 3 clusters Score -1.162454e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -11624564.000000 Penalty: 3718.604248
	Iteration 37Q: 3 clusters Score -1.162456e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -11624553.000000 Penalty: 3718.604248
	Iteration 38Q: 3 clusters Score -1.162455e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -11624561.000000 Penalty: 3718.604248
	Iteration 39Q: 3 clusters Score -1.162456e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -11624586.000000 Penalty: 3718.604248
	Iteration 40F: 3 clusters Score -1.162459e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -11624650.000000 Penalty: 3718.604248
	Iteration 41Q: 3 clusters Score -1.162465e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -11624636.000000 Penalty: 3718.604248
	Iteration 42Q: 3 clusters Score -1.162464e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 88926 members 
Entering Unmasked Estep 
Score: -11624620.000000 Penalty: 3718.604248
	Iteration 43Q: 3 clusters Score -1.162462e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 89245 members 
Entering Unmasked Estep 
Score: -11624571.000000 Penalty: 3718.604248
	Iteration 44Q: 3 clusters Score -1.162457e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -11624593.000000 Penalty: 3718.604248
	Iteration 45Q: 3 clusters Score -1.162459e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 89829 members 
Entering Unmasked Estep 
Score: -11624582.000000 Penalty: 3718.604248
	Iteration 46Q: 3 clusters Score -1.162458e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -11624564.000000 Penalty: 3718.604248
	Iteration 47Q: 3 clusters Score -1.162456e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -11624531.000000 Penalty: 3718.604248
	Iteration 48Q: 3 clusters Score -1.162453e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -11624489.000000 Penalty: 3718.604248
	Iteration 49Q: 3 clusters Score -1.162449e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -11624477.000000 Penalty: 3718.604248
	Iteration 50Q: 3 clusters Score -1.162448e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -11624494.000000 Penalty: 3718.604248
	Iteration 51Q: 3 clusters Score -1.162449e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -11624406.000000 Penalty: 3718.604248
	Iteration 52Q: 3 clusters Score -1.162441e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -11624393.000000 Penalty: 3718.604248
	Iteration 53Q: 3 clusters Score -1.162439e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -11624379.000000 Penalty: 3718.604248
	Iteration 54Q: 3 clusters Score -1.162438e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -11624392.000000 Penalty: 3718.604248
	Iteration 55Q: 3 clusters Score -1.162439e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -11624375.000000 Penalty: 3718.604248
	Iteration 56Q: 3 clusters Score -1.162438e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 91298 members 
Entering Unmasked Estep 
Score: -11624357.000000 Penalty: 3718.604248
	Iteration 57Q: 3 clusters Score -1.162436e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -11624344.000000 Penalty: 3718.604248
	Iteration 58Q: 3 clusters Score -1.162434e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -11624349.000000 Penalty: 3718.604248
	Iteration 59Q: 3 clusters Score -1.162435e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -11624335.000000 Penalty: 3718.604248
	Iteration 60F: 3 clusters Score -1.162434e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -11624356.000000 Penalty: 3718.604248
	Iteration 61Q: 3 clusters Score -1.162436e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -11624351.000000 Penalty: 3718.604248
	Iteration 62Q: 3 clusters Score -1.162435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -11624344.000000 Penalty: 3718.604248
	Iteration 63Q: 3 clusters Score -1.162434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -11624333.000000 Penalty: 3718.604248
	Iteration 64Q: 3 clusters Score -1.162433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -11624324.000000 Penalty: 3718.604248
	Iteration 65Q: 3 clusters Score -1.162432e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -11624324.000000 Penalty: 3718.604248
	Iteration 66Q: 3 clusters Score -1.162432e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -11624312.000000 Penalty: 3718.604248
	Iteration 67Q: 3 clusters Score -1.162431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -11624283.000000 Penalty: 3718.604248
	Iteration 68Q: 3 clusters Score -1.162428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -11624269.000000 Penalty: 3718.604248
	Iteration 69Q: 3 clusters Score -1.162427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 91676 members 
Entering Unmasked Estep 
Score: -11624247.000000 Penalty: 3718.604248
	Iteration 70Q: 3 clusters Score -1.162425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 91688 members 
Entering Unmasked Estep 
Score: -11624257.000000 Penalty: 3718.604248
	Iteration 71Q: 3 clusters Score -1.162426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -11624261.000000 Penalty: 3718.604248
	Iteration 72Q: 3 clusters Score -1.162426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 91715 members 
Entering Unmasked Estep 
Score: -11624280.000000 Penalty: 3718.604248
	Iteration 73Q: 3 clusters Score -1.162428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 91727 members 
Entering Unmasked Estep 
Score: -11624266.000000 Penalty: 3718.604248
	Iteration 74Q: 3 clusters Score -1.162427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
Score: -11624267.000000 Penalty: 3718.604248
	Iteration 75Q: 3 clusters Score -1.162427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -11624261.000000 Penalty: 3718.604248
	Iteration 76Q: 3 clusters Score -1.162426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 91754 members 
Entering Unmasked Estep 
Score: -11624263.000000 Penalty: 3718.604248
	Iteration 77Q: 3 clusters Score -1.162426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 91763 members 
Entering Unmasked Estep 
Score: -11624264.000000 Penalty: 3718.604248
	Iteration 78Q: 3 clusters Score -1.162426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -11624267.000000 Penalty: 3718.604248
	Iteration 79Q: 3 clusters Score -1.162427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -11624257.000000 Penalty: 3718.604248
	Iteration 80F: 3 clusters Score -1.162426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 91788 members 
Entering Unmasked Estep 
Score: -11624245.000000 Penalty: 3718.604248
	Iteration 81Q: 3 clusters Score -1.162424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 91795 members 
Entering Unmasked Estep 
Score: -11624235.000000 Penalty: 3718.604248
	Iteration 82Q: 3 clusters Score -1.162424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 91800 members 
Entering Unmasked Estep 
Score: -11624239.000000 Penalty: 3718.604248
	Iteration 83Q: 3 clusters Score -1.162424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 91807 members 
Entering Unmasked Estep 
Score: -11624238.000000 Penalty: 3718.604248
	Iteration 84Q: 3 clusters Score -1.162424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -11624237.000000 Penalty: 3718.604248
	Iteration 85Q: 3 clusters Score -1.162424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 91819 members 
Entering Unmasked Estep 
Score: -11624236.000000 Penalty: 3718.604248
	Iteration 86Q: 3 clusters Score -1.162424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -11624234.000000 Penalty: 3718.604248
	Iteration 87Q: 3 clusters Score -1.162423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -11624240.000000 Penalty: 3718.604248
	Iteration 88Q: 3 clusters Score -1.162424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -11624230.000000 Penalty: 3718.604248
	Iteration 89Q: 3 clusters Score -1.162423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 91838 members 
Entering Unmasked Estep 
Score: -11624241.000000 Penalty: 3718.604248
	Iteration 90Q: 3 clusters Score -1.162424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -11624225.000000 Penalty: 3718.604248
	Iteration 91Q: 3 clusters Score -1.162422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -11624221.000000 Penalty: 3718.604248
	Iteration 92Q: 3 clusters Score -1.162422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -11624219.000000 Penalty: 3718.604248
	Iteration 93Q: 3 clusters Score -1.162422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 91859 members 
Entering Unmasked Estep 
Score: -11624213.000000 Penalty: 3718.604248
	Iteration 94Q: 3 clusters Score -1.162421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -11624218.000000 Penalty: 3718.604248
	Iteration 95Q: 3 clusters Score -1.162422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 91870 members 
Entering Unmasked Estep 
Score: -11624225.000000 Penalty: 3718.604248
	Iteration 96Q: 3 clusters Score -1.162422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -11624226.000000 Penalty: 3718.604248
	Iteration 97Q: 3 clusters Score -1.162423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 91884 members 
Entering Unmasked Estep 
Score: -11624226.000000 Penalty: 3718.604248
	Iteration 98Q: 3 clusters Score -1.162423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 91893 members 
Entering Unmasked Estep 
Score: -11624227.000000 Penalty: 3718.604248
	Iteration 99Q: 3 clusters Score -1.162423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -11624222.000000 Penalty: 3718.604248
	Iteration 100F: 3 clusters Score -1.162422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -11624211.000000 Penalty: 3718.604248
	Iteration 101Q: 3 clusters Score -1.162421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 91922 members 
Entering Unmasked Estep 
Score: -11624215.000000 Penalty: 3718.604248
	Iteration 102Q: 3 clusters Score -1.162422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 91929 members 
Entering Unmasked Estep 
Score: -11624221.000000 Penalty: 3718.604248
	Iteration 103Q: 3 clusters Score -1.162422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -11624231.000000 Penalty: 3718.604248
	Iteration 104Q: 3 clusters Score -1.162423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 91933 members 
Entering Unmasked Estep 
Score: -11624226.000000 Penalty: 3718.604248
	Iteration 105Q: 3 clusters Score -1.162423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
Score: -11624232.000000 Penalty: 3718.604248
	Iteration 106Q: 3 clusters Score -1.162423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -11624231.000000 Penalty: 3718.604248
	Iteration 107Q: 3 clusters Score -1.162423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 91940 members 
Entering Unmasked Estep 
Score: -11624234.000000 Penalty: 3718.604248
	Iteration 108Q: 3 clusters Score -1.162423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -11624235.000000 Penalty: 3718.604248
	Iteration 109Q: 3 clusters Score -1.162424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 91944 members 
Entering Unmasked Estep 
Score: -11624237.000000 Penalty: 3718.604248
	Iteration 110Q: 3 clusters Score -1.162424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -11624224.000000 Penalty: 3718.604248
	Iteration 111Q: 3 clusters Score -1.162422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -11624217.000000 Penalty: 3718.604248
	Iteration 112Q: 3 clusters Score -1.162422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 91959 members 
Entering Unmasked Estep 
Score: -11624213.000000 Penalty: 3718.604248
	Iteration 113Q: 3 clusters Score -1.162421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 91963 members 
Entering Unmasked Estep 
Score: -11624218.000000 Penalty: 3718.604248
	Iteration 114Q: 3 clusters Score -1.162422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -11624207.000000 Penalty: 3718.604248
	Iteration 115Q: 3 clusters Score -1.162421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -11624217.000000 Penalty: 3718.604248
	Iteration 116Q: 3 clusters Score -1.162422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -11624222.000000 Penalty: 3718.604248
	Iteration 117Q: 3 clusters Score -1.162422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 91982 members 
Entering Unmasked Estep 
Score: -11624214.000000 Penalty: 3718.604248
	Iteration 118Q: 3 clusters Score -1.162421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 91985 members 
Entering Unmasked Estep 
Score: -11624228.000000 Penalty: 3718.604248
	Iteration 119Q: 3 clusters Score -1.162423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -11624212.000000 Penalty: 3718.604248
	Iteration 120F: 3 clusters Score -1.162421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
Score: -11624214.000000 Penalty: 3718.604248
	Iteration 121Q: 3 clusters Score -1.162421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 92003 members 
Entering Unmasked Estep 
Score: -11624213.000000 Penalty: 3718.604248
	Iteration 122Q: 3 clusters Score -1.162421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -11624210.000000 Penalty: 3718.604248
	Iteration 123Q: 3 clusters Score -1.162421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -11624212.000000 Penalty: 3718.604248
	Iteration 124Q: 3 clusters Score -1.162421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 92021 members 
Entering Unmasked Estep 
Score: -11624208.000000 Penalty: 3718.604248
	Iteration 125Q: 3 clusters Score -1.162421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 92029 members 
Entering Unmasked Estep 
Score: -11624202.000000 Penalty: 3718.604248
	Iteration 126Q: 3 clusters Score -1.16242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -11624198.000000 Penalty: 3718.604248
	Iteration 127Q: 3 clusters Score -1.16242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -11624201.000000 Penalty: 3718.604248
	Iteration 128Q: 3 clusters Score -1.16242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 92038 members 
Entering Unmasked Estep 
Score: -11624195.000000 Penalty: 3718.604248
	Iteration 129Q: 3 clusters Score -1.16242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -11624201.000000 Penalty: 3718.604248
	Iteration 130Q: 3 clusters Score -1.16242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 92042 members 
Entering Unmasked Estep 
Score: -11624202.000000 Penalty: 3718.604248
	Iteration 131Q: 3 clusters Score -1.16242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -11624194.000000 Penalty: 3718.604248
	Iteration 132Q: 3 clusters Score -1.162419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -11624194.000000 Penalty: 3718.604248
	Iteration 133F: 3 clusters Score -1.162419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (91274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Entering Unmasked Estep 
Score: -11537979.000000 Penalty: 1856.013428
	Iteration 0F: 2 clusters Score -1.153798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -11479426.000000 Penalty: 3712.026855
	Iteration 0F: 3 clusters Score -1.147943e+07 nChanged 43567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -11505204.000000 Penalty: 3712.026855
	Iteration 1F: 3 clusters Score -1.15052e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -11506250.000000 Penalty: 3712.026855
	Iteration 2Q: 3 clusters Score -1.150625e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -11507867.000000 Penalty: 3712.026855
	Iteration 3Q: 3 clusters Score -1.150787e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -11510462.000000 Penalty: 3712.026855
	Iteration 4F: 3 clusters Score -1.151046e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -11514771.000000 Penalty: 3712.026855
	Iteration 5F: 3 clusters Score -1.151477e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -11520323.000000 Penalty: 3712.026855
	Iteration 6F: 3 clusters Score -1.152032e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -11524173.000000 Penalty: 3712.026855
	Iteration 7F: 3 clusters Score -1.152417e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -11525752.000000 Penalty: 3712.026855
	Iteration 8F: 3 clusters Score -1.152575e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -11526535.000000 Penalty: 3712.026855
	Iteration 9Q: 3 clusters Score -1.152654e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -11527152.000000 Penalty: 3712.026855
	Iteration 10Q: 3 clusters Score -1.152715e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -11527727.000000 Penalty: 3712.026855
	Iteration 11Q: 3 clusters Score -1.152773e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -11528226.000000 Penalty: 3712.026855
	Iteration 12Q: 3 clusters Score -1.152823e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -11528758.000000 Penalty: 3712.026855
	Iteration 13Q: 3 clusters Score -1.152876e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -11529276.000000 Penalty: 3712.026855
	Iteration 14Q: 3 clusters Score -1.152928e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -11529671.000000 Penalty: 3712.026855
	Iteration 15Q: 3 clusters Score -1.152967e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -11530025.000000 Penalty: 3712.026855
	Iteration 16Q: 3 clusters Score -1.153002e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -11530425.000000 Penalty: 3712.026855
	Iteration 17Q: 3 clusters Score -1.153042e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -11530730.000000 Penalty: 3712.026855
	Iteration 18Q: 3 clusters Score -1.153073e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -11530872.000000 Penalty: 3712.026855
	Iteration 19Q: 3 clusters Score -1.153087e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -11530967.000000 Penalty: 3712.026855
	Iteration 20F: 3 clusters Score -1.153097e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -11530971.000000 Penalty: 3712.026855
	Iteration 21Q: 3 clusters Score -1.153097e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -11530989.000000 Penalty: 3712.026855
	Iteration 22Q: 3 clusters Score -1.153099e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -11530942.000000 Penalty: 3712.026855
	Iteration 23Q: 3 clusters Score -1.153094e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -11530836.000000 Penalty: 3712.026855
	Iteration 24Q: 3 clusters Score -1.153084e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -11530756.000000 Penalty: 3712.026855
	Iteration 25Q: 3 clusters Score -1.153076e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -11530562.000000 Penalty: 3712.026855
	Iteration 26Q: 3 clusters Score -1.153056e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -11530444.000000 Penalty: 3712.026855
	Iteration 27Q: 3 clusters Score -1.153044e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -11530339.000000 Penalty: 3712.026855
	Iteration 28Q: 3 clusters Score -1.153034e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -11530086.000000 Penalty: 3712.026855
	Iteration 29Q: 3 clusters Score -1.153009e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -11530014.000000 Penalty: 3712.026855
	Iteration 30Q: 3 clusters Score -1.153001e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -11529879.000000 Penalty: 3712.026855
	Iteration 31Q: 3 clusters Score -1.152988e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -11529811.000000 Penalty: 3712.026855
	Iteration 32Q: 3 clusters Score -1.152981e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -11529768.000000 Penalty: 3712.026855
	Iteration 33Q: 3 clusters Score -1.152977e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -11529634.000000 Penalty: 3712.026855
	Iteration 34Q: 3 clusters Score -1.152963e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -11529608.000000 Penalty: 3712.026855
	Iteration 35Q: 3 clusters Score -1.152961e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -11529582.000000 Penalty: 3712.026855
	Iteration 36Q: 3 clusters Score -1.152958e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -11529657.000000 Penalty: 3712.026855
	Iteration 37Q: 3 clusters Score -1.152966e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -11529711.000000 Penalty: 3712.026855
	Iteration 38Q: 3 clusters Score -1.152971e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -11529796.000000 Penalty: 3712.026855
	Iteration 39Q: 3 clusters Score -1.15298e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -11529889.000000 Penalty: 3712.026855
	Iteration 40F: 3 clusters Score -1.152989e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 81513 members 
Entering Unmasked Estep 
Score: -11530241.000000 Penalty: 3712.026855
	Iteration 41Q: 3 clusters Score -1.153024e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -11531082.000000 Penalty: 3712.026855
	Iteration 42Q: 3 clusters Score -1.153108e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 82964 members 
Entering Unmasked Estep 
Score: -11531806.000000 Penalty: 3712.026855
	Iteration 43Q: 3 clusters Score -1.153181e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 83576 members 
Entering Unmasked Estep 
Score: -11532411.000000 Penalty: 3712.026855
	Iteration 44Q: 3 clusters Score -1.153241e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -11533021.000000 Penalty: 3712.026855
	Iteration 45Q: 3 clusters Score -1.153302e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -11533433.000000 Penalty: 3712.026855
	Iteration 46Q: 3 clusters Score -1.153343e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -11533917.000000 Penalty: 3712.026855
	Iteration 47Q: 3 clusters Score -1.153392e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 85553 members 
Entering Unmasked Estep 
Score: -11534266.000000 Penalty: 3712.026855
	Iteration 48Q: 3 clusters Score -1.153427e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -11534628.000000 Penalty: 3712.026855
	Iteration 49Q: 3 clusters Score -1.153463e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -11534864.000000 Penalty: 3712.026855
	Iteration 50Q: 3 clusters Score -1.153486e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -11535125.000000 Penalty: 3712.026855
	Iteration 51Q: 3 clusters Score -1.153512e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 87021 members 
Entering Unmasked Estep 
Score: -11535384.000000 Penalty: 3712.026855
	Iteration 52Q: 3 clusters Score -1.153538e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -11535515.000000 Penalty: 3712.026855
	Iteration 53Q: 3 clusters Score -1.153552e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 87602 members 
Entering Unmasked Estep 
Score: -11535696.000000 Penalty: 3712.026855
	Iteration 54Q: 3 clusters Score -1.15357e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 87856 members 
Entering Unmasked Estep 
Score: -11535762.000000 Penalty: 3712.026855
	Iteration 55Q: 3 clusters Score -1.153576e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -11535895.000000 Penalty: 3712.026855
	Iteration 56Q: 3 clusters Score -1.15359e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -11536050.000000 Penalty: 3712.026855
	Iteration 57Q: 3 clusters Score -1.153605e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -11536107.000000 Penalty: 3712.026855
	Iteration 58Q: 3 clusters Score -1.153611e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -11536183.000000 Penalty: 3712.026855
	Iteration 59Q: 3 clusters Score -1.153618e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 88924 members 
Entering Unmasked Estep 
Score: -11536258.000000 Penalty: 3712.026855
	Iteration 60F: 3 clusters Score -1.153626e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 89084 members 
Entering Unmasked Estep 
Score: -11536317.000000 Penalty: 3712.026855
	Iteration 61Q: 3 clusters Score -1.153632e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -11536387.000000 Penalty: 3712.026855
	Iteration 62Q: 3 clusters Score -1.153639e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -11536417.000000 Penalty: 3712.026855
	Iteration 63Q: 3 clusters Score -1.153642e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -11536464.000000 Penalty: 3712.026855
	Iteration 64Q: 3 clusters Score -1.153646e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -11536453.000000 Penalty: 3712.026855
	Iteration 65Q: 3 clusters Score -1.153645e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
Score: -11536476.000000 Penalty: 3712.026855
	Iteration 66Q: 3 clusters Score -1.153648e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -11536531.000000 Penalty: 3712.026855
	Iteration 67Q: 3 clusters Score -1.153653e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -11536576.000000 Penalty: 3712.026855
	Iteration 68Q: 3 clusters Score -1.153658e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -11536588.000000 Penalty: 3712.026855
	Iteration 69Q: 3 clusters Score -1.153659e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -11536611.000000 Penalty: 3712.026855
	Iteration 70Q: 3 clusters Score -1.153661e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -11536619.000000 Penalty: 3712.026855
	Iteration 71Q: 3 clusters Score -1.153662e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 90072 members 
Entering Unmasked Estep 
Score: -11536637.000000 Penalty: 3712.026855
	Iteration 72Q: 3 clusters Score -1.153664e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -11536663.000000 Penalty: 3712.026855
	Iteration 73Q: 3 clusters Score -1.153666e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 90131 members 
Entering Unmasked Estep 
Score: -11536649.000000 Penalty: 3712.026855
	Iteration 74Q: 3 clusters Score -1.153665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -11536657.000000 Penalty: 3712.026855
	Iteration 75Q: 3 clusters Score -1.153666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 90165 members 
Entering Unmasked Estep 
Score: -11536659.000000 Penalty: 3712.026855
	Iteration 76Q: 3 clusters Score -1.153666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -11536671.000000 Penalty: 3712.026855
	Iteration 77Q: 3 clusters Score -1.153667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -11536684.000000 Penalty: 3712.026855
	Iteration 78Q: 3 clusters Score -1.153668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -11536677.000000 Penalty: 3712.026855
	Iteration 79Q: 3 clusters Score -1.153668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -11536673.000000 Penalty: 3712.026855
	Iteration 80F: 3 clusters Score -1.153667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -11536670.000000 Penalty: 3712.026855
	Iteration 81Q: 3 clusters Score -1.153667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -11536680.000000 Penalty: 3712.026855
	Iteration 82Q: 3 clusters Score -1.153668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -11536672.000000 Penalty: 3712.026855
	Iteration 83Q: 3 clusters Score -1.153667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -11536663.000000 Penalty: 3712.026855
	Iteration 84Q: 3 clusters Score -1.153666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -11536676.000000 Penalty: 3712.026855
	Iteration 85Q: 3 clusters Score -1.153668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -11536671.000000 Penalty: 3712.026855
	Iteration 86Q: 3 clusters Score -1.153667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 90286 members 
Entering Unmasked Estep 
Score: -11536676.000000 Penalty: 3712.026855
	Iteration 87Q: 3 clusters Score -1.153668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -11536682.000000 Penalty: 3712.026855
	Iteration 88Q: 3 clusters Score -1.153668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -11536687.000000 Penalty: 3712.026855
	Iteration 89Q: 3 clusters Score -1.153669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -11536701.000000 Penalty: 3712.026855
	Iteration 90Q: 3 clusters Score -1.15367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -11536705.000000 Penalty: 3712.026855
	Iteration 91Q: 3 clusters Score -1.15367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -11536711.000000 Penalty: 3712.026855
	Iteration 92Q: 3 clusters Score -1.153671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -11536714.000000 Penalty: 3712.026855
	Iteration 93Q: 3 clusters Score -1.153671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -11536699.000000 Penalty: 3712.026855
	Iteration 94Q: 3 clusters Score -1.15367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 90385 members 
Entering Unmasked Estep 
Score: -11536710.000000 Penalty: 3712.026855
	Iteration 95Q: 3 clusters Score -1.153671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 90396 members 
Entering Unmasked Estep 
Score: -11536704.000000 Penalty: 3712.026855
	Iteration 96Q: 3 clusters Score -1.15367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -11536711.000000 Penalty: 3712.026855
	Iteration 97Q: 3 clusters Score -1.153671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -11536714.000000 Penalty: 3712.026855
	Iteration 98Q: 3 clusters Score -1.153671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -11536715.000000 Penalty: 3712.026855
	Iteration 99Q: 3 clusters Score -1.153672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -11536715.000000 Penalty: 3712.026855
	Iteration 100F: 3 clusters Score -1.153672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Entering Unmasked Estep 
Score: -478750.031250 Penalty: 1350.801758
	Iteration 0F: 2 clusters Score -478750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -475348.156250 Penalty: 2701.603516
	Iteration 0F: 3 clusters Score -475348.2 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -476276.125000 Penalty: 2701.603516
	Iteration 1F: 3 clusters Score -476276.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -476489.156250 Penalty: 2701.603516
	Iteration 2F: 3 clusters Score -476489.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -476672.906250 Penalty: 2701.603516
	Iteration 3F: 3 clusters Score -476672.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -476834.187500 Penalty: 2701.603516
	Iteration 4F: 3 clusters Score -476834.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -477001.625000 Penalty: 2701.603516
	Iteration 5Q: 3 clusters Score -477001.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -477196.656250 Penalty: 2701.603516
	Iteration 6Q: 3 clusters Score -477196.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -477395.812500 Penalty: 2701.603516
	Iteration 7Q: 3 clusters Score -477395.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -477597.687500 Penalty: 2701.603516
	Iteration 8Q: 3 clusters Score -477597.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -477836.437500 Penalty: 2701.603516
	Iteration 9Q: 3 clusters Score -477836.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -478028.406250 Penalty: 2701.603516
	Iteration 10Q: 3 clusters Score -478028.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -478143.156250 Penalty: 2701.603516
	Iteration 11Q: 3 clusters Score -478143.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -478202.343750 Penalty: 2701.603516
	Iteration 12Q: 3 clusters Score -478202.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -478231.531250 Penalty: 2701.603516
	Iteration 13Q: 3 clusters Score -478231.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -478258.093750 Penalty: 2701.603516
	Iteration 14Q: 3 clusters Score -478258.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -478282.562500 Penalty: 2701.603516
	Iteration 15Q: 3 clusters Score -478282.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -478295.625000 Penalty: 2701.603516
	Iteration 16Q: 3 clusters Score -478295.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -478303.531250 Penalty: 2701.603516
	Iteration 17Q: 3 clusters Score -478303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -478305.656250 Penalty: 2701.603516
	Iteration 18Q: 3 clusters Score -478305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -478307.500000 Penalty: 2701.603516
	Iteration 19Q: 3 clusters Score -478307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -478309.437500 Penalty: 2701.603516
	Iteration 20F: 3 clusters Score -478309.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -478311.812500 Penalty: 2701.603516
	Iteration 21Q: 3 clusters Score -478311.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -478312.718750 Penalty: 2701.603516
	Iteration 22Q: 3 clusters Score -478312.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -478314.343750 Penalty: 2701.603516
	Iteration 23Q: 3 clusters Score -478314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -478315.875000 Penalty: 2701.603516
	Iteration 24Q: 3 clusters Score -478315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -478315.875000 Penalty: 2701.603516
	Iteration 25F: 3 clusters Score -478315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (91042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Entering Unmasked Estep 
Score: -11159703.000000 Penalty: 1855.599854
	Iteration 0F: 2 clusters Score -1.11597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -11099124.000000 Penalty: 3711.199707
	Iteration 0F: 3 clusters Score -1.109912e+07 nChanged 43411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -11124325.000000 Penalty: 3711.199707
	Iteration 1F: 3 clusters Score -1.112432e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -11125169.000000 Penalty: 3711.199707
	Iteration 2Q: 3 clusters Score -1.112517e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -11126454.000000 Penalty: 3711.199707
	Iteration 3Q: 3 clusters Score -1.112645e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -11128205.000000 Penalty: 3711.199707
	Iteration 4Q: 3 clusters Score -1.11282e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -11131275.000000 Penalty: 3711.199707
	Iteration 5F: 3 clusters Score -1.113128e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -11135673.000000 Penalty: 3711.199707
	Iteration 6F: 3 clusters Score -1.113567e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -11141144.000000 Penalty: 3711.199707
	Iteration 7F: 3 clusters Score -1.114114e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -11145245.000000 Penalty: 3711.199707
	Iteration 8F: 3 clusters Score -1.114524e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -11146772.000000 Penalty: 3711.199707
	Iteration 9Q: 3 clusters Score -1.114677e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -11147541.000000 Penalty: 3711.199707
	Iteration 10Q: 3 clusters Score -1.114754e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -11148063.000000 Penalty: 3711.199707
	Iteration 11Q: 3 clusters Score -1.114806e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -11148704.000000 Penalty: 3711.199707
	Iteration 12Q: 3 clusters Score -1.11487e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -11149436.000000 Penalty: 3711.199707
	Iteration 13Q: 3 clusters Score -1.114944e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -11150036.000000 Penalty: 3711.199707
	Iteration 14Q: 3 clusters Score -1.115004e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -11150626.000000 Penalty: 3711.199707
	Iteration 15Q: 3 clusters Score -1.115063e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -11151229.000000 Penalty: 3711.199707
	Iteration 16Q: 3 clusters Score -1.115123e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -11151661.000000 Penalty: 3711.199707
	Iteration 17Q: 3 clusters Score -1.115166e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -11152050.000000 Penalty: 3711.199707
	Iteration 18Q: 3 clusters Score -1.115205e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -11152316.000000 Penalty: 3711.199707
	Iteration 19Q: 3 clusters Score -1.115232e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60482 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -11152633.000000 Penalty: 3711.199707
	Iteration 20F: 3 clusters Score -1.115263e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -11152810.000000 Penalty: 3711.199707
	Iteration 21Q: 3 clusters Score -1.115281e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -11153006.000000 Penalty: 3711.199707
	Iteration 22Q: 3 clusters Score -1.115301e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -11153096.000000 Penalty: 3711.199707
	Iteration 23Q: 3 clusters Score -1.11531e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -11153205.000000 Penalty: 3711.199707
	Iteration 24Q: 3 clusters Score -1.11532e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -11153281.000000 Penalty: 3711.199707
	Iteration 25Q: 3 clusters Score -1.115328e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -11153310.000000 Penalty: 3711.199707
	Iteration 26Q: 3 clusters Score -1.115331e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -11153351.000000 Penalty: 3711.199707
	Iteration 27Q: 3 clusters Score -1.115335e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -11153382.000000 Penalty: 3711.199707
	Iteration 28Q: 3 clusters Score -1.115338e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -11153395.000000 Penalty: 3711.199707
	Iteration 29Q: 3 clusters Score -1.11534e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -11153418.000000 Penalty: 3711.199707
	Iteration 30Q: 3 clusters Score -1.115342e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -11153460.000000 Penalty: 3711.199707
	Iteration 31Q: 3 clusters Score -1.115346e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -11153438.000000 Penalty: 3711.199707
	Iteration 32Q: 3 clusters Score -1.115344e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -11153474.000000 Penalty: 3711.199707
	Iteration 33Q: 3 clusters Score -1.115347e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -11153501.000000 Penalty: 3711.199707
	Iteration 34Q: 3 clusters Score -1.11535e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -11153527.000000 Penalty: 3711.199707
	Iteration 35Q: 3 clusters Score -1.115353e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -11153514.000000 Penalty: 3711.199707
	Iteration 36Q: 3 clusters Score -1.115351e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -11153556.000000 Penalty: 3711.199707
	Iteration 37Q: 3 clusters Score -1.115356e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -11153562.000000 Penalty: 3711.199707
	Iteration 38Q: 3 clusters Score -1.115356e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -11153581.000000 Penalty: 3711.199707
	Iteration 39Q: 3 clusters Score -1.115358e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -11153584.000000 Penalty: 3711.199707
	Iteration 40F: 3 clusters Score -1.115358e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -11153581.000000 Penalty: 3711.199707
	Iteration 41Q: 3 clusters Score -1.115358e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -11153589.000000 Penalty: 3711.199707
	Iteration 42Q: 3 clusters Score -1.115359e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -11153600.000000 Penalty: 3711.199707
	Iteration 43Q: 3 clusters Score -1.11536e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -11153626.000000 Penalty: 3711.199707
	Iteration 44Q: 3 clusters Score -1.115363e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -11153651.000000 Penalty: 3711.199707
	Iteration 45Q: 3 clusters Score -1.115365e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -11153653.000000 Penalty: 3711.199707
	Iteration 46Q: 3 clusters Score -1.115365e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -11153661.000000 Penalty: 3711.199707
	Iteration 47Q: 3 clusters Score -1.115366e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -11153699.000000 Penalty: 3711.199707
	Iteration 48Q: 3 clusters Score -1.11537e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -11153671.000000 Penalty: 3711.199707
	Iteration 49Q: 3 clusters Score -1.115367e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -11153708.000000 Penalty: 3711.199707
	Iteration 50Q: 3 clusters Score -1.115371e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -11153729.000000 Penalty: 3711.199707
	Iteration 51Q: 3 clusters Score -1.115373e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -11153779.000000 Penalty: 3711.199707
	Iteration 52Q: 3 clusters Score -1.115378e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -11153798.000000 Penalty: 3711.199707
	Iteration 53Q: 3 clusters Score -1.11538e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -11153807.000000 Penalty: 3711.199707
	Iteration 54Q: 3 clusters Score -1.115381e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -11153828.000000 Penalty: 3711.199707
	Iteration 55Q: 3 clusters Score -1.115383e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -11153837.000000 Penalty: 3711.199707
	Iteration 56Q: 3 clusters Score -1.115384e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -11153889.000000 Penalty: 3711.199707
	Iteration 57Q: 3 clusters Score -1.115389e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -11153919.000000 Penalty: 3711.199707
	Iteration 58Q: 3 clusters Score -1.115392e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -11153945.000000 Penalty: 3711.199707
	Iteration 59Q: 3 clusters Score -1.115394e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -11153941.000000 Penalty: 3711.199707
	Iteration 60F: 3 clusters Score -1.115394e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -11153983.000000 Penalty: 3711.199707
	Iteration 61Q: 3 clusters Score -1.115398e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -11154004.000000 Penalty: 3711.199707
	Iteration 62Q: 3 clusters Score -1.1154e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -11154031.000000 Penalty: 3711.199707
	Iteration 63Q: 3 clusters Score -1.115403e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -11154036.000000 Penalty: 3711.199707
	Iteration 64Q: 3 clusters Score -1.115404e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -11154030.000000 Penalty: 3711.199707
	Iteration 65Q: 3 clusters Score -1.115403e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -11154070.000000 Penalty: 3711.199707
	Iteration 66Q: 3 clusters Score -1.115407e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -11154079.000000 Penalty: 3711.199707
	Iteration 67Q: 3 clusters Score -1.115408e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -11154143.000000 Penalty: 3711.199707
	Iteration 68Q: 3 clusters Score -1.115414e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -11154143.000000 Penalty: 3711.199707
	Iteration 69Q: 3 clusters Score -1.115414e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -11154184.000000 Penalty: 3711.199707
	Iteration 70Q: 3 clusters Score -1.115418e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -11154211.000000 Penalty: 3711.199707
	Iteration 71Q: 3 clusters Score -1.115421e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -11154212.000000 Penalty: 3711.199707
	Iteration 72Q: 3 clusters Score -1.115421e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -11154225.000000 Penalty: 3711.199707
	Iteration 73Q: 3 clusters Score -1.115422e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -11154251.000000 Penalty: 3711.199707
	Iteration 74Q: 3 clusters Score -1.115425e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -11154298.000000 Penalty: 3711.199707
	Iteration 75Q: 3 clusters Score -1.11543e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -11154331.000000 Penalty: 3711.199707
	Iteration 76Q: 3 clusters Score -1.115433e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -11154355.000000 Penalty: 3711.199707
	Iteration 77Q: 3 clusters Score -1.115436e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -11154354.000000 Penalty: 3711.199707
	Iteration 78Q: 3 clusters Score -1.115435e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -11154349.000000 Penalty: 3711.199707
	Iteration 79Q: 3 clusters Score -1.115435e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -11154371.000000 Penalty: 3711.199707
	Iteration 80F: 3 clusters Score -1.115437e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -11154359.000000 Penalty: 3711.199707
	Iteration 81Q: 3 clusters Score -1.115436e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -11154398.000000 Penalty: 3711.199707
	Iteration 82Q: 3 clusters Score -1.11544e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -11154404.000000 Penalty: 3711.199707
	Iteration 83Q: 3 clusters Score -1.11544e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -11154401.000000 Penalty: 3711.199707
	Iteration 84Q: 3 clusters Score -1.11544e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72477 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -11154449.000000 Penalty: 3711.199707
	Iteration 85Q: 3 clusters Score -1.115445e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -11154493.000000 Penalty: 3711.199707
	Iteration 86Q: 3 clusters Score -1.115449e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -11154534.000000 Penalty: 3711.199707
	Iteration 87Q: 3 clusters Score -1.115453e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -11154590.000000 Penalty: 3711.199707
	Iteration 88Q: 3 clusters Score -1.115459e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -11154651.000000 Penalty: 3711.199707
	Iteration 89Q: 3 clusters Score -1.115465e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -11154706.000000 Penalty: 3711.199707
	Iteration 90Q: 3 clusters Score -1.115471e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -11154750.000000 Penalty: 3711.199707
	Iteration 91Q: 3 clusters Score -1.115475e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -11154786.000000 Penalty: 3711.199707
	Iteration 92Q: 3 clusters Score -1.115479e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -11154817.000000 Penalty: 3711.199707
	Iteration 93Q: 3 clusters Score -1.115482e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -11154859.000000 Penalty: 3711.199707
	Iteration 94Q: 3 clusters Score -1.115486e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -11154883.000000 Penalty: 3711.199707
	Iteration 95Q: 3 clusters Score -1.115488e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -11154919.000000 Penalty: 3711.199707
	Iteration 96Q: 3 clusters Score -1.115492e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -11154965.000000 Penalty: 3711.199707
	Iteration 97Q: 3 clusters Score -1.115496e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -11154981.000000 Penalty: 3711.199707
	Iteration 98Q: 3 clusters Score -1.115498e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -11155042.000000 Penalty: 3711.199707
	Iteration 99Q: 3 clusters Score -1.115504e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -11155124.000000 Penalty: 3711.199707
	Iteration 100F: 3 clusters Score -1.115512e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -11155170.000000 Penalty: 3711.199707
	Iteration 101Q: 3 clusters Score -1.115517e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -11155288.000000 Penalty: 3711.199707
	Iteration 102Q: 3 clusters Score -1.115529e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77316 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -11155315.000000 Penalty: 3711.199707
	Iteration 103Q: 3 clusters Score -1.115532e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -11155388.000000 Penalty: 3711.199707
	Iteration 104Q: 3 clusters Score -1.115539e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -11155470.000000 Penalty: 3711.199707
	Iteration 105Q: 3 clusters Score -1.115547e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78316 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -11155538.000000 Penalty: 3711.199707
	Iteration 106Q: 3 clusters Score -1.115554e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78666 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -11155629.000000 Penalty: 3711.199707
	Iteration 107Q: 3 clusters Score -1.115563e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -11155698.000000 Penalty: 3711.199707
	Iteration 108Q: 3 clusters Score -1.11557e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -11155775.000000 Penalty: 3711.199707
	Iteration 109Q: 3 clusters Score -1.115578e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -11155889.000000 Penalty: 3711.199707
	Iteration 110Q: 3 clusters Score -1.115589e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -11155953.000000 Penalty: 3711.199707
	Iteration 111Q: 3 clusters Score -1.115595e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -11156054.000000 Penalty: 3711.199707
	Iteration 112Q: 3 clusters Score -1.115605e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -11156156.000000 Penalty: 3711.199707
	Iteration 113Q: 3 clusters Score -1.115616e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -11156267.000000 Penalty: 3711.199707
	Iteration 114Q: 3 clusters Score -1.115627e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -11156459.000000 Penalty: 3711.199707
	Iteration 115Q: 3 clusters Score -1.115646e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -11156607.000000 Penalty: 3711.199707
	Iteration 116Q: 3 clusters Score -1.115661e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -11156800.000000 Penalty: 3711.199707
	Iteration 117Q: 3 clusters Score -1.11568e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -11156928.000000 Penalty: 3711.199707
	Iteration 118Q: 3 clusters Score -1.115693e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -11157172.000000 Penalty: 3711.199707
	Iteration 119Q: 3 clusters Score -1.115717e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -11157293.000000 Penalty: 3711.199707
	Iteration 120F: 3 clusters Score -1.115729e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -11157406.000000 Penalty: 3711.199707
	Iteration 121Q: 3 clusters Score -1.115741e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -11157506.000000 Penalty: 3711.199707
	Iteration 122Q: 3 clusters Score -1.115751e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -11157597.000000 Penalty: 3711.199707
	Iteration 123Q: 3 clusters Score -1.11576e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -11157690.000000 Penalty: 3711.199707
	Iteration 124Q: 3 clusters Score -1.115769e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -11157792.000000 Penalty: 3711.199707
	Iteration 125Q: 3 clusters Score -1.115779e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85437 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -11157860.000000 Penalty: 3711.199707
	Iteration 126Q: 3 clusters Score -1.115786e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -11157924.000000 Penalty: 3711.199707
	Iteration 127Q: 3 clusters Score -1.115792e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -11157980.000000 Penalty: 3711.199707
	Iteration 128Q: 3 clusters Score -1.115798e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -11158032.000000 Penalty: 3711.199707
	Iteration 129Q: 3 clusters Score -1.115803e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -11158070.000000 Penalty: 3711.199707
	Iteration 130Q: 3 clusters Score -1.115807e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -11158109.000000 Penalty: 3711.199707
	Iteration 131Q: 3 clusters Score -1.115811e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -11158167.000000 Penalty: 3711.199707
	Iteration 132Q: 3 clusters Score -1.115817e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -11158206.000000 Penalty: 3711.199707
	Iteration 133Q: 3 clusters Score -1.115821e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -11158224.000000 Penalty: 3711.199707
	Iteration 134Q: 3 clusters Score -1.115822e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -11158213.000000 Penalty: 3711.199707
	Iteration 135Q: 3 clusters Score -1.115821e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -11158269.000000 Penalty: 3711.199707
	Iteration 136Q: 3 clusters Score -1.115827e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -11158317.000000 Penalty: 3711.199707
	Iteration 137Q: 3 clusters Score -1.115832e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -11158392.000000 Penalty: 3711.199707
	Iteration 138Q: 3 clusters Score -1.115839e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87846 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -11158377.000000 Penalty: 3711.199707
	Iteration 139Q: 3 clusters Score -1.115838e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -11158402.000000 Penalty: 3711.199707
	Iteration 140F: 3 clusters Score -1.11584e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -11158457.000000 Penalty: 3711.199707
	Iteration 141Q: 3 clusters Score -1.115846e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88188 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -11158443.000000 Penalty: 3711.199707
	Iteration 142Q: 3 clusters Score -1.115844e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -11158444.000000 Penalty: 3711.199707
	Iteration 143Q: 3 clusters Score -1.115844e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88361 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -11158469.000000 Penalty: 3711.199707
	Iteration 144Q: 3 clusters Score -1.115847e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -11158484.000000 Penalty: 3711.199707
	Iteration 145Q: 3 clusters Score -1.115848e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -11158478.000000 Penalty: 3711.199707
	Iteration 146Q: 3 clusters Score -1.115848e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11158477.000000 Penalty: 3711.199707
	Iteration 147Q: 3 clusters Score -1.115848e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -11158494.000000 Penalty: 3711.199707
	Iteration 148Q: 3 clusters Score -1.115849e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -11158516.000000 Penalty: 3711.199707
	Iteration 149Q: 3 clusters Score -1.115852e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88730 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -11158515.000000 Penalty: 3711.199707
	Iteration 150Q: 3 clusters Score -1.115852e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -11158523.000000 Penalty: 3711.199707
	Iteration 151Q: 3 clusters Score -1.115852e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -11158550.000000 Penalty: 3711.199707
	Iteration 152Q: 3 clusters Score -1.115855e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -11158550.000000 Penalty: 3711.199707
	Iteration 153Q: 3 clusters Score -1.115855e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -11158535.000000 Penalty: 3711.199707
	Iteration 154Q: 3 clusters Score -1.115854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -11158551.000000 Penalty: 3711.199707
	Iteration 155Q: 3 clusters Score -1.115855e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -11158580.000000 Penalty: 3711.199707
	Iteration 156Q: 3 clusters Score -1.115858e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11158578.000000 Penalty: 3711.199707
	Iteration 157Q: 3 clusters Score -1.115858e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89141 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -11158571.000000 Penalty: 3711.199707
	Iteration 158Q: 3 clusters Score -1.115857e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89202 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -11158595.000000 Penalty: 3711.199707
	Iteration 159Q: 3 clusters Score -1.11586e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11158606.000000 Penalty: 3711.199707
	Iteration 160F: 3 clusters Score -1.115861e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -11158635.000000 Penalty: 3711.199707
	Iteration 161Q: 3 clusters Score -1.115864e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -11158615.000000 Penalty: 3711.199707
	Iteration 162Q: 3 clusters Score -1.115862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11158631.000000 Penalty: 3711.199707
	Iteration 163Q: 3 clusters Score -1.115863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11158639.000000 Penalty: 3711.199707
	Iteration 164Q: 3 clusters Score -1.115864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11158641.000000 Penalty: 3711.199707
	Iteration 165Q: 3 clusters Score -1.115864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -11158641.000000 Penalty: 3711.199707
	Iteration 166Q: 3 clusters Score -1.115864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11158652.000000 Penalty: 3711.199707
	Iteration 167Q: 3 clusters Score -1.115865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -11158653.000000 Penalty: 3711.199707
	Iteration 168Q: 3 clusters Score -1.115865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89455 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11158658.000000 Penalty: 3711.199707
	Iteration 169Q: 3 clusters Score -1.115866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89456 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11158650.000000 Penalty: 3711.199707
	Iteration 170Q: 3 clusters Score -1.115865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11158648.000000 Penalty: 3711.199707
	Iteration 171Q: 3 clusters Score -1.115865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11158648.000000 Penalty: 3711.199707
	Iteration 172F: 3 clusters Score -1.115865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Entering Unmasked Estep 
Score: -700572.875000 Penalty: 1407.797485
	Iteration 0F: 2 clusters Score -700572.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -696089.187500 Penalty: 2815.594971
	Iteration 0F: 3 clusters Score -696089.2 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -697408.437500 Penalty: 2815.594971
	Iteration 1F: 3 clusters Score -697408.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -697651.062500 Penalty: 2815.594971
	Iteration 2F: 3 clusters Score -697651.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -697834.125000 Penalty: 2815.594971
	Iteration 3F: 3 clusters Score -697834.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -697990.625000 Penalty: 2815.594971
	Iteration 4Q: 3 clusters Score -697990.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -698139.375000 Penalty: 2815.594971
	Iteration 5Q: 3 clusters Score -698139.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -698276.937500 Penalty: 2815.594971
	Iteration 6Q: 3 clusters Score -698276.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -698425.000000 Penalty: 2815.594971
	Iteration 7Q: 3 clusters Score -698425 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -698565.187500 Penalty: 2815.594971
	Iteration 8Q: 3 clusters Score -698565.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -698726.875000 Penalty: 2815.594971
	Iteration 9Q: 3 clusters Score -698726.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -698888.937500 Penalty: 2815.594971
	Iteration 10Q: 3 clusters Score -698888.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -699045.125000 Penalty: 2815.594971
	Iteration 11Q: 3 clusters Score -699045.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -699173.625000 Penalty: 2815.594971
	Iteration 12Q: 3 clusters Score -699173.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -699247.625000 Penalty: 2815.594971
	Iteration 13Q: 3 clusters Score -699247.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -699300.500000 Penalty: 2815.594971
	Iteration 14Q: 3 clusters Score -699300.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -699335.000000 Penalty: 2815.594971
	Iteration 15Q: 3 clusters Score -699335 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -699366.687500 Penalty: 2815.594971
	Iteration 16Q: 3 clusters Score -699366.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -699389.437500 Penalty: 2815.594971
	Iteration 17Q: 3 clusters Score -699389.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -699410.312500 Penalty: 2815.594971
	Iteration 18Q: 3 clusters Score -699410.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -699429.375000 Penalty: 2815.594971
	Iteration 19Q: 3 clusters Score -699429.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -699442.437500 Penalty: 2815.594971
	Iteration 20F: 3 clusters Score -699442.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -699451.250000 Penalty: 2815.594971
	Iteration 21Q: 3 clusters Score -699451.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -699457.937500 Penalty: 2815.594971
	Iteration 22Q: 3 clusters Score -699457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -699459.312500 Penalty: 2815.594971
	Iteration 23Q: 3 clusters Score -699459.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -699461.937500 Penalty: 2815.594971
	Iteration 24Q: 3 clusters Score -699461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -699461.937500 Penalty: 2815.594971
	Iteration 25F: 3 clusters Score -699461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (90329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Entering Unmasked Estep 
Score: -11308013.000000 Penalty: 1854.322266
	Iteration 0F: 2 clusters Score -1.130801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -11249442.000000 Penalty: 3708.644531
	Iteration 0F: 3 clusters Score -1.124944e+07 nChanged 43143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -11275325.000000 Penalty: 3708.644531
	Iteration 1F: 3 clusters Score -1.127532e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -11276916.000000 Penalty: 3708.644531
	Iteration 2Q: 3 clusters Score -1.127692e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -11279403.000000 Penalty: 3708.644531
	Iteration 3F: 3 clusters Score -1.12794e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -11283102.000000 Penalty: 3708.644531
	Iteration 4F: 3 clusters Score -1.12831e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -11288124.000000 Penalty: 3708.644531
	Iteration 5F: 3 clusters Score -1.128812e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -11293586.000000 Penalty: 3708.644531
	Iteration 6F: 3 clusters Score -1.129359e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -11297125.000000 Penalty: 3708.644531
	Iteration 7F: 3 clusters Score -1.129712e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -11298558.000000 Penalty: 3708.644531
	Iteration 8Q: 3 clusters Score -1.129856e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -11299226.000000 Penalty: 3708.644531
	Iteration 9Q: 3 clusters Score -1.129923e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -11299634.000000 Penalty: 3708.644531
	Iteration 10Q: 3 clusters Score -1.129963e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -11300090.000000 Penalty: 3708.644531
	Iteration 11Q: 3 clusters Score -1.130009e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -11300523.000000 Penalty: 3708.644531
	Iteration 12Q: 3 clusters Score -1.130052e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -11300850.000000 Penalty: 3708.644531
	Iteration 13Q: 3 clusters Score -1.130085e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -11301090.000000 Penalty: 3708.644531
	Iteration 14Q: 3 clusters Score -1.130109e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -11301316.000000 Penalty: 3708.644531
	Iteration 15Q: 3 clusters Score -1.130132e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -11301506.000000 Penalty: 3708.644531
	Iteration 16Q: 3 clusters Score -1.130151e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -11301755.000000 Penalty: 3708.644531
	Iteration 17Q: 3 clusters Score -1.130176e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -11301827.000000 Penalty: 3708.644531
	Iteration 18Q: 3 clusters Score -1.130183e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -11301960.000000 Penalty: 3708.644531
	Iteration 19Q: 3 clusters Score -1.130196e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -11302128.000000 Penalty: 3708.644531
	Iteration 20F: 3 clusters Score -1.130213e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -11302211.000000 Penalty: 3708.644531
	Iteration 21Q: 3 clusters Score -1.130221e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -11302299.000000 Penalty: 3708.644531
	Iteration 22Q: 3 clusters Score -1.13023e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -11302364.000000 Penalty: 3708.644531
	Iteration 23Q: 3 clusters Score -1.130236e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -11302435.000000 Penalty: 3708.644531
	Iteration 24Q: 3 clusters Score -1.130244e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -11302484.000000 Penalty: 3708.644531
	Iteration 25Q: 3 clusters Score -1.130248e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -11302527.000000 Penalty: 3708.644531
	Iteration 26Q: 3 clusters Score -1.130253e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -11302585.000000 Penalty: 3708.644531
	Iteration 27Q: 3 clusters Score -1.130258e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -11302632.000000 Penalty: 3708.644531
	Iteration 28Q: 3 clusters Score -1.130263e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -11302648.000000 Penalty: 3708.644531
	Iteration 29Q: 3 clusters Score -1.130265e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -11302656.000000 Penalty: 3708.644531
	Iteration 30Q: 3 clusters Score -1.130266e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -11302692.000000 Penalty: 3708.644531
	Iteration 31Q: 3 clusters Score -1.130269e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -11302784.000000 Penalty: 3708.644531
	Iteration 32Q: 3 clusters Score -1.130278e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -11302796.000000 Penalty: 3708.644531
	Iteration 33Q: 3 clusters Score -1.13028e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -11302817.000000 Penalty: 3708.644531
	Iteration 34Q: 3 clusters Score -1.130282e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -11302853.000000 Penalty: 3708.644531
	Iteration 35Q: 3 clusters Score -1.130285e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -11302883.000000 Penalty: 3708.644531
	Iteration 36Q: 3 clusters Score -1.130288e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -11302953.000000 Penalty: 3708.644531
	Iteration 37Q: 3 clusters Score -1.130295e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -11302989.000000 Penalty: 3708.644531
	Iteration 38Q: 3 clusters Score -1.130299e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -11303036.000000 Penalty: 3708.644531
	Iteration 39Q: 3 clusters Score -1.130304e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -11303042.000000 Penalty: 3708.644531
	Iteration 40F: 3 clusters Score -1.130304e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -11303037.000000 Penalty: 3708.644531
	Iteration 41Q: 3 clusters Score -1.130304e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -11303087.000000 Penalty: 3708.644531
	Iteration 42Q: 3 clusters Score -1.130309e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -11303125.000000 Penalty: 3708.644531
	Iteration 43Q: 3 clusters Score -1.130312e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -11303160.000000 Penalty: 3708.644531
	Iteration 44Q: 3 clusters Score -1.130316e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -11303150.000000 Penalty: 3708.644531
	Iteration 45Q: 3 clusters Score -1.130315e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -11303133.000000 Penalty: 3708.644531
	Iteration 46Q: 3 clusters Score -1.130313e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -11303124.000000 Penalty: 3708.644531
	Iteration 47Q: 3 clusters Score -1.130312e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -11303142.000000 Penalty: 3708.644531
	Iteration 48Q: 3 clusters Score -1.130314e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -11303145.000000 Penalty: 3708.644531
	Iteration 49Q: 3 clusters Score -1.130314e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -11303127.000000 Penalty: 3708.644531
	Iteration 50Q: 3 clusters Score -1.130313e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -11303138.000000 Penalty: 3708.644531
	Iteration 51Q: 3 clusters Score -1.130314e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -11303135.000000 Penalty: 3708.644531
	Iteration 52Q: 3 clusters Score -1.130314e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -11303133.000000 Penalty: 3708.644531
	Iteration 53Q: 3 clusters Score -1.130313e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -11303121.000000 Penalty: 3708.644531
	Iteration 54Q: 3 clusters Score -1.130312e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -11303139.000000 Penalty: 3708.644531
	Iteration 55Q: 3 clusters Score -1.130314e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -11303154.000000 Penalty: 3708.644531
	Iteration 56Q: 3 clusters Score -1.130315e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -11303145.000000 Penalty: 3708.644531
	Iteration 57Q: 3 clusters Score -1.130314e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -11303135.000000 Penalty: 3708.644531
	Iteration 58Q: 3 clusters Score -1.130314e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -11303150.000000 Penalty: 3708.644531
	Iteration 59Q: 3 clusters Score -1.130315e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -11303141.000000 Penalty: 3708.644531
	Iteration 60F: 3 clusters Score -1.130314e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -11303139.000000 Penalty: 3708.644531
	Iteration 61Q: 3 clusters Score -1.130314e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -11303134.000000 Penalty: 3708.644531
	Iteration 62Q: 3 clusters Score -1.130313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -11303125.000000 Penalty: 3708.644531
	Iteration 63Q: 3 clusters Score -1.130312e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -11303121.000000 Penalty: 3708.644531
	Iteration 64Q: 3 clusters Score -1.130312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -11303121.000000 Penalty: 3708.644531
	Iteration 65Q: 3 clusters Score -1.130312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -11303114.000000 Penalty: 3708.644531
	Iteration 66Q: 3 clusters Score -1.130311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -11303123.000000 Penalty: 3708.644531
	Iteration 67Q: 3 clusters Score -1.130312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -11303130.000000 Penalty: 3708.644531
	Iteration 68Q: 3 clusters Score -1.130313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -11303120.000000 Penalty: 3708.644531
	Iteration 69Q: 3 clusters Score -1.130312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -11303117.000000 Penalty: 3708.644531
	Iteration 70Q: 3 clusters Score -1.130312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -11303115.000000 Penalty: 3708.644531
	Iteration 71Q: 3 clusters Score -1.130312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -11303123.000000 Penalty: 3708.644531
	Iteration 72Q: 3 clusters Score -1.130312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -11303124.000000 Penalty: 3708.644531
	Iteration 73Q: 3 clusters Score -1.130312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -11303126.000000 Penalty: 3708.644531
	Iteration 74Q: 3 clusters Score -1.130313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -11303120.000000 Penalty: 3708.644531
	Iteration 75Q: 3 clusters Score -1.130312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -11303125.000000 Penalty: 3708.644531
	Iteration 76Q: 3 clusters Score -1.130312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -11303118.000000 Penalty: 3708.644531
	Iteration 77Q: 3 clusters Score -1.130312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -11303122.000000 Penalty: 3708.644531
	Iteration 78Q: 3 clusters Score -1.130312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -11303122.000000 Penalty: 3708.644531
	Iteration 79F: 3 clusters Score -1.130312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -11800.967773 Penalty: 794.681702
	Iteration 0F: 2 clusters Score -11800.97 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 77 members 
Entering Unmasked Estep 
Score: -11217.419922 Penalty: 1589.363403
	Iteration 0F: 3 clusters Score -11217.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11247.599609 Penalty: 1589.363403
	Iteration 1F: 3 clusters Score -11247.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11257.608398 Penalty: 1589.363403
	Iteration 2Q: 3 clusters Score -11257.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11261.037109 Penalty: 1589.363403
	Iteration 3Q: 3 clusters Score -11261.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11261.037109 Penalty: 1589.363403
	Iteration 4F: 3 clusters Score -11261.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (87044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Entering Unmasked Estep 
Score: -10808482.000000 Penalty: 1848.302490
	Iteration 0F: 2 clusters Score -1.080848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -10751344.000000 Penalty: 3696.604980
	Iteration 0F: 3 clusters Score -1.075134e+07 nChanged 41615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -10775492.000000 Penalty: 3696.604980
	Iteration 1F: 3 clusters Score -1.077549e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -10776073.000000 Penalty: 3696.604980
	Iteration 2Q: 3 clusters Score -1.077607e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -10776796.000000 Penalty: 3696.604980
	Iteration 3Q: 3 clusters Score -1.07768e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -10777839.000000 Penalty: 3696.604980
	Iteration 4Q: 3 clusters Score -1.077784e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -10779300.000000 Penalty: 3696.604980
	Iteration 5Q: 3 clusters Score -1.07793e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -10781431.000000 Penalty: 3696.604980
	Iteration 6Q: 3 clusters Score -1.078143e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -10784722.000000 Penalty: 3696.604980
	Iteration 7F: 3 clusters Score -1.078472e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -10788787.000000 Penalty: 3696.604980
	Iteration 8F: 3 clusters Score -1.078879e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -10792907.000000 Penalty: 3696.604980
	Iteration 9F: 3 clusters Score -1.079291e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -10795410.000000 Penalty: 3696.604980
	Iteration 10F: 3 clusters Score -1.079541e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -10796615.000000 Penalty: 3696.604980
	Iteration 11Q: 3 clusters Score -1.079662e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -10797343.000000 Penalty: 3696.604980
	Iteration 12Q: 3 clusters Score -1.079734e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -10797908.000000 Penalty: 3696.604980
	Iteration 13Q: 3 clusters Score -1.079791e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -10798448.000000 Penalty: 3696.604980
	Iteration 14Q: 3 clusters Score -1.079845e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -10799052.000000 Penalty: 3696.604980
	Iteration 15Q: 3 clusters Score -1.079905e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -10799628.000000 Penalty: 3696.604980
	Iteration 16Q: 3 clusters Score -1.079963e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -10800130.000000 Penalty: 3696.604980
	Iteration 17Q: 3 clusters Score -1.080013e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -10800710.000000 Penalty: 3696.604980
	Iteration 18Q: 3 clusters Score -1.080071e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -10801113.000000 Penalty: 3696.604980
	Iteration 19Q: 3 clusters Score -1.080111e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -10801452.000000 Penalty: 3696.604980
	Iteration 20F: 3 clusters Score -1.080145e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -10801845.000000 Penalty: 3696.604980
	Iteration 21Q: 3 clusters Score -1.080184e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -10802120.000000 Penalty: 3696.604980
	Iteration 22Q: 3 clusters Score -1.080212e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -10802266.000000 Penalty: 3696.604980
	Iteration 23Q: 3 clusters Score -1.080227e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -10802511.000000 Penalty: 3696.604980
	Iteration 24Q: 3 clusters Score -1.080251e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -10802729.000000 Penalty: 3696.604980
	Iteration 25Q: 3 clusters Score -1.080273e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -10802870.000000 Penalty: 3696.604980
	Iteration 26Q: 3 clusters Score -1.080287e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -10802942.000000 Penalty: 3696.604980
	Iteration 27Q: 3 clusters Score -1.080294e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -10803083.000000 Penalty: 3696.604980
	Iteration 28Q: 3 clusters Score -1.080308e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -10803233.000000 Penalty: 3696.604980
	Iteration 29Q: 3 clusters Score -1.080323e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -10803387.000000 Penalty: 3696.604980
	Iteration 30Q: 3 clusters Score -1.080339e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -10803568.000000 Penalty: 3696.604980
	Iteration 31Q: 3 clusters Score -1.080357e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -10803686.000000 Penalty: 3696.604980
	Iteration 32Q: 3 clusters Score -1.080369e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -10803773.000000 Penalty: 3696.604980
	Iteration 33Q: 3 clusters Score -1.080377e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -10803864.000000 Penalty: 3696.604980
	Iteration 34Q: 3 clusters Score -1.080386e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -10803996.000000 Penalty: 3696.604980
	Iteration 35Q: 3 clusters Score -1.0804e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -10804082.000000 Penalty: 3696.604980
	Iteration 36Q: 3 clusters Score -1.080408e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -10804228.000000 Penalty: 3696.604980
	Iteration 37Q: 3 clusters Score -1.080423e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -10804337.000000 Penalty: 3696.604980
	Iteration 38Q: 3 clusters Score -1.080434e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -10804437.000000 Penalty: 3696.604980
	Iteration 39Q: 3 clusters Score -1.080444e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -10804581.000000 Penalty: 3696.604980
	Iteration 40F: 3 clusters Score -1.080458e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -10804690.000000 Penalty: 3696.604980
	Iteration 41Q: 3 clusters Score -1.080469e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -10804861.000000 Penalty: 3696.604980
	Iteration 42Q: 3 clusters Score -1.080486e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -10805076.000000 Penalty: 3696.604980
	Iteration 43Q: 3 clusters Score -1.080508e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -10805266.000000 Penalty: 3696.604980
	Iteration 44Q: 3 clusters Score -1.080527e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -10805506.000000 Penalty: 3696.604980
	Iteration 45Q: 3 clusters Score -1.080551e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -10805650.000000 Penalty: 3696.604980
	Iteration 46Q: 3 clusters Score -1.080565e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -10805863.000000 Penalty: 3696.604980
	Iteration 47Q: 3 clusters Score -1.080586e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -10806057.000000 Penalty: 3696.604980
	Iteration 48Q: 3 clusters Score -1.080606e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -10806148.000000 Penalty: 3696.604980
	Iteration 49Q: 3 clusters Score -1.080615e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -10806258.000000 Penalty: 3696.604980
	Iteration 50Q: 3 clusters Score -1.080626e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -10806335.000000 Penalty: 3696.604980
	Iteration 51Q: 3 clusters Score -1.080634e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84103 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -10806461.000000 Penalty: 3696.604980
	Iteration 52Q: 3 clusters Score -1.080646e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -10806514.000000 Penalty: 3696.604980
	Iteration 53Q: 3 clusters Score -1.080651e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -10806611.000000 Penalty: 3696.604980
	Iteration 54Q: 3 clusters Score -1.080661e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -10806656.000000 Penalty: 3696.604980
	Iteration 55Q: 3 clusters Score -1.080666e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -10806702.000000 Penalty: 3696.604980
	Iteration 56Q: 3 clusters Score -1.08067e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -10806767.000000 Penalty: 3696.604980
	Iteration 57Q: 3 clusters Score -1.080677e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10806813.000000 Penalty: 3696.604980
	Iteration 58Q: 3 clusters Score -1.080681e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10806831.000000 Penalty: 3696.604980
	Iteration 59Q: 3 clusters Score -1.080683e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10806848.000000 Penalty: 3696.604980
	Iteration 60F: 3 clusters Score -1.080685e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10806873.000000 Penalty: 3696.604980
	Iteration 61Q: 3 clusters Score -1.080687e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10806938.000000 Penalty: 3696.604980
	Iteration 62Q: 3 clusters Score -1.080694e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10806935.000000 Penalty: 3696.604980
	Iteration 63Q: 3 clusters Score -1.080694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86486 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10806956.000000 Penalty: 3696.604980
	Iteration 64Q: 3 clusters Score -1.080696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10806957.000000 Penalty: 3696.604980
	Iteration 65Q: 3 clusters Score -1.080696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10806964.000000 Penalty: 3696.604980
	Iteration 66Q: 3 clusters Score -1.080696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10806971.000000 Penalty: 3696.604980
	Iteration 67Q: 3 clusters Score -1.080697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10806968.000000 Penalty: 3696.604980
	Iteration 68Q: 3 clusters Score -1.080697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10806972.000000 Penalty: 3696.604980
	Iteration 69Q: 3 clusters Score -1.080697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10806990.000000 Penalty: 3696.604980
	Iteration 70Q: 3 clusters Score -1.080699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10806986.000000 Penalty: 3696.604980
	Iteration 71Q: 3 clusters Score -1.080699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10806997.000000 Penalty: 3696.604980
	Iteration 72Q: 3 clusters Score -1.0807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10807001.000000 Penalty: 3696.604980
	Iteration 73Q: 3 clusters Score -1.0807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10807002.000000 Penalty: 3696.604980
	Iteration 74Q: 3 clusters Score -1.0807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10806997.000000 Penalty: 3696.604980
	Iteration 75Q: 3 clusters Score -1.0807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10806997.000000 Penalty: 3696.604980
	Iteration 76Q: 3 clusters Score -1.0807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10806999.000000 Penalty: 3696.604980
	Iteration 77Q: 3 clusters Score -1.0807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10807000.000000 Penalty: 3696.604980
	Iteration 78Q: 3 clusters Score -1.0807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10807011.000000 Penalty: 3696.604980
	Iteration 79Q: 3 clusters Score -1.080701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10807006.000000 Penalty: 3696.604980
	Iteration 80F: 3 clusters Score -1.080701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10807000.000000 Penalty: 3696.604980
	Iteration 81Q: 3 clusters Score -1.0807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10806999.000000 Penalty: 3696.604980
	Iteration 82Q: 3 clusters Score -1.0807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10807009.000000 Penalty: 3696.604980
	Iteration 83Q: 3 clusters Score -1.080701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10806996.000000 Penalty: 3696.604980
	Iteration 84Q: 3 clusters Score -1.0807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10807004.000000 Penalty: 3696.604980
	Iteration 85Q: 3 clusters Score -1.0807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86647 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10807003.000000 Penalty: 3696.604980
	Iteration 86Q: 3 clusters Score -1.0807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86647 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10807003.000000 Penalty: 3696.604980
	Iteration 87F: 3 clusters Score -1.0807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -21454.630859 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -21454.63 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 153 members 
Entering Unmasked Estep 
Score: -20684.746094 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -20684.75 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20967.289062 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -20967.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21129.083984 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -21129.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21182.693359 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -21182.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21219.652344 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -21219.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21266.134766 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -21266.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21296.259766 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -21296.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21335.839844 Penalty: 1856.963135
	Iteration 7Q: 3 clusters Score -21335.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21371.537109 Penalty: 1856.963135
	Iteration 8Q: 3 clusters Score -21371.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21381.691406 Penalty: 1856.963135
	Iteration 9Q: 3 clusters Score -21381.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21396.285156 Penalty: 1856.963135
	Iteration 10Q: 3 clusters Score -21396.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21405.787109 Penalty: 1856.963135
	Iteration 11Q: 3 clusters Score -21405.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21415.539062 Penalty: 1856.963135
	Iteration 12Q: 3 clusters Score -21415.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21418.617188 Penalty: 1856.963135
	Iteration 13Q: 3 clusters Score -21418.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21424.994141 Penalty: 1856.963135
	Iteration 14Q: 3 clusters Score -21424.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21433.839844 Penalty: 1856.963135
	Iteration 15Q: 3 clusters Score -21433.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21439.597656 Penalty: 1856.963135
	Iteration 16Q: 3 clusters Score -21439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21439.597656 Penalty: 1856.963135
	Iteration 17F: 3 clusters Score -21439.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19077.257812 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -19077.26 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: -18362.681641 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -18362.68 nChanged 33
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: -18498.503906 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -18498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18522.146484 Penalty: 1743.942139
	Iteration 2Q: 3 clusters Score -18522.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18525.583984 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -18525.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18525.583984 Penalty: 1743.942139
	Iteration 4F: 3 clusters Score -18525.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (27488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Entering Unmasked Estep 
Score: -3496700.750000 Penalty: 1660.994629
	Iteration 0F: 2 clusters Score -3496701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3478115.750000 Penalty: 3321.989258
	Iteration 0F: 3 clusters Score -3478116 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3485060.000000 Penalty: 3321.989258
	Iteration 1F: 3 clusters Score -3485060 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3485378.500000 Penalty: 3321.989258
	Iteration 2Q: 3 clusters Score -3485378 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3485634.000000 Penalty: 3321.989258
	Iteration 3Q: 3 clusters Score -3485634 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3485895.000000 Penalty: 3321.989258
	Iteration 4Q: 3 clusters Score -3485895 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3486189.500000 Penalty: 3321.989258
	Iteration 5Q: 3 clusters Score -3486190 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3486532.750000 Penalty: 3321.989258
	Iteration 6Q: 3 clusters Score -3486533 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3486967.250000 Penalty: 3321.989258
	Iteration 7Q: 3 clusters Score -3486967 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3487628.250000 Penalty: 3321.989258
	Iteration 8Q: 3 clusters Score -3487628 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3488568.000000 Penalty: 3321.989258
	Iteration 9F: 3 clusters Score -3488568 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3489835.000000 Penalty: 3321.989258
	Iteration 10F: 3 clusters Score -3489835 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3491135.500000 Penalty: 3321.989258
	Iteration 11F: 3 clusters Score -3491136 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3492058.500000 Penalty: 3321.989258
	Iteration 12Q: 3 clusters Score -3492058 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3492556.500000 Penalty: 3321.989258
	Iteration 13Q: 3 clusters Score -3492556 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3492850.750000 Penalty: 3321.989258
	Iteration 14Q: 3 clusters Score -3492851 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3493061.500000 Penalty: 3321.989258
	Iteration 15Q: 3 clusters Score -3493062 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3493235.750000 Penalty: 3321.989258
	Iteration 16Q: 3 clusters Score -3493236 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3493342.500000 Penalty: 3321.989258
	Iteration 17Q: 3 clusters Score -3493342 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3493476.500000 Penalty: 3321.989258
	Iteration 18Q: 3 clusters Score -3493476 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3493577.750000 Penalty: 3321.989258
	Iteration 19Q: 3 clusters Score -3493578 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3493678.500000 Penalty: 3321.989258
	Iteration 20F: 3 clusters Score -3493678 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3493793.500000 Penalty: 3321.989258
	Iteration 21Q: 3 clusters Score -3493794 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3493904.500000 Penalty: 3321.989258
	Iteration 22Q: 3 clusters Score -3493904 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3494002.250000 Penalty: 3321.989258
	Iteration 23Q: 3 clusters Score -3494002 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3494065.250000 Penalty: 3321.989258
	Iteration 24Q: 3 clusters Score -3494065 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3494154.500000 Penalty: 3321.989258
	Iteration 25Q: 3 clusters Score -3494154 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3494213.750000 Penalty: 3321.989258
	Iteration 26Q: 3 clusters Score -3494214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3494283.500000 Penalty: 3321.989258
	Iteration 27Q: 3 clusters Score -3494284 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3494339.750000 Penalty: 3321.989258
	Iteration 28Q: 3 clusters Score -3494340 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3494404.750000 Penalty: 3321.989258
	Iteration 29Q: 3 clusters Score -3494405 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3494468.500000 Penalty: 3321.989258
	Iteration 30Q: 3 clusters Score -3494468 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3494546.000000 Penalty: 3321.989258
	Iteration 31Q: 3 clusters Score -3494546 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -3494611.500000 Penalty: 3321.989258
	Iteration 32Q: 3 clusters Score -3494612 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3494692.250000 Penalty: 3321.989258
	Iteration 33Q: 3 clusters Score -3494692 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3494732.750000 Penalty: 3321.989258
	Iteration 34Q: 3 clusters Score -3494733 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3494769.750000 Penalty: 3321.989258
	Iteration 35Q: 3 clusters Score -3494770 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3494813.500000 Penalty: 3321.989258
	Iteration 36Q: 3 clusters Score -3494814 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3494855.750000 Penalty: 3321.989258
	Iteration 37Q: 3 clusters Score -3494856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3494878.750000 Penalty: 3321.989258
	Iteration 38Q: 3 clusters Score -3494879 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3494914.000000 Penalty: 3321.989258
	Iteration 39Q: 3 clusters Score -3494914 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3494943.000000 Penalty: 3321.989258
	Iteration 40F: 3 clusters Score -3494943 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3494975.000000 Penalty: 3321.989258
	Iteration 41Q: 3 clusters Score -3494975 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3495006.000000 Penalty: 3321.989258
	Iteration 42Q: 3 clusters Score -3495006 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3495023.500000 Penalty: 3321.989258
	Iteration 43Q: 3 clusters Score -3495024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3495029.500000 Penalty: 3321.989258
	Iteration 44Q: 3 clusters Score -3495030 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3495058.250000 Penalty: 3321.989258
	Iteration 45Q: 3 clusters Score -3495058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3495072.750000 Penalty: 3321.989258
	Iteration 46Q: 3 clusters Score -3495073 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3495094.500000 Penalty: 3321.989258
	Iteration 47Q: 3 clusters Score -3495094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3495106.500000 Penalty: 3321.989258
	Iteration 48Q: 3 clusters Score -3495106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3495111.000000 Penalty: 3321.989258
	Iteration 49Q: 3 clusters Score -3495111 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3495123.000000 Penalty: 3321.989258
	Iteration 50Q: 3 clusters Score -3495123 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3495129.750000 Penalty: 3321.989258
	Iteration 51Q: 3 clusters Score -3495130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3495142.250000 Penalty: 3321.989258
	Iteration 52Q: 3 clusters Score -3495142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3495149.250000 Penalty: 3321.989258
	Iteration 53Q: 3 clusters Score -3495149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3495151.500000 Penalty: 3321.989258
	Iteration 54Q: 3 clusters Score -3495152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3495165.750000 Penalty: 3321.989258
	Iteration 55Q: 3 clusters Score -3495166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3495178.250000 Penalty: 3321.989258
	Iteration 56Q: 3 clusters Score -3495178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3495182.250000 Penalty: 3321.989258
	Iteration 57Q: 3 clusters Score -3495182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3495185.750000 Penalty: 3321.989258
	Iteration 58Q: 3 clusters Score -3495186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3495186.750000 Penalty: 3321.989258
	Iteration 59Q: 3 clusters Score -3495187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3495204.250000 Penalty: 3321.989258
	Iteration 60F: 3 clusters Score -3495204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3495205.750000 Penalty: 3321.989258
	Iteration 61Q: 3 clusters Score -3495206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3495207.000000 Penalty: 3321.989258
	Iteration 62Q: 3 clusters Score -3495207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3495211.000000 Penalty: 3321.989258
	Iteration 63Q: 3 clusters Score -3495211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3495211.000000 Penalty: 3321.989258
	Iteration 64Q: 3 clusters Score -3495211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3495206.750000 Penalty: 3321.989258
	Iteration 65Q: 3 clusters Score -3495207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3495207.750000 Penalty: 3321.989258
	Iteration 66Q: 3 clusters Score -3495208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3495202.750000 Penalty: 3321.989258
	Iteration 67Q: 3 clusters Score -3495203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3495204.750000 Penalty: 3321.989258
	Iteration 68Q: 3 clusters Score -3495205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3495203.000000 Penalty: 3321.989258
	Iteration 69Q: 3 clusters Score -3495203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3495205.250000 Penalty: 3321.989258
	Iteration 70Q: 3 clusters Score -3495205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3495202.000000 Penalty: 3321.989258
	Iteration 71Q: 3 clusters Score -3495202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3495202.500000 Penalty: 3321.989258
	Iteration 72Q: 3 clusters Score -3495202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3495202.250000 Penalty: 3321.989258
	Iteration 73Q: 3 clusters Score -3495202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3495204.250000 Penalty: 3321.989258
	Iteration 74Q: 3 clusters Score -3495204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3495206.000000 Penalty: 3321.989258
	Iteration 75Q: 3 clusters Score -3495206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3495206.750000 Penalty: 3321.989258
	Iteration 76Q: 3 clusters Score -3495207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3495203.000000 Penalty: 3321.989258
	Iteration 77Q: 3 clusters Score -3495203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3495202.250000 Penalty: 3321.989258
	Iteration 78Q: 3 clusters Score -3495202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3495203.000000 Penalty: 3321.989258
	Iteration 79Q: 3 clusters Score -3495203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3495203.000000 Penalty: 3321.989258
	Iteration 80F: 3 clusters Score -3495203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -47673.125000 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -47673.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46662.132812 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -46662.13 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46915.148438 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -46915.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47026.906250 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -47026.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47140.058594 Penalty: 2006.480469
	Iteration 3F: 3 clusters Score -47140.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47180.855469 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -47180.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47193.144531 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -47193.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47199.714844 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -47199.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47235.722656 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -47235.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47239.253906 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -47239.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47243.117188 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -47243.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47243.914062 Penalty: 2006.480469
	Iteration 10Q: 3 clusters Score -47243.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47243.914062 Penalty: 2006.480469
	Iteration 11F: 3 clusters Score -47243.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14089 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42386 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5210 members 
Mstep: Class 9 contains 48854 members 
Mstep: Class 10 contains 19156 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81619 members 
Mstep: Class 14 contains 15134 members 
Mstep: Class 15 contains 4658 members 
Mstep: Class 16 contains 18828 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 83884 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 93140 members 
Mstep: Class 22 contains 91274 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 91042 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90329 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87044 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27488 members 
Mstep: Class 32 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227784.000000 Penalty: 70941.500000
Iteration 199Q: 33 clusters Score -1.022278e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14089 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42382 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5200 members 
Mstep: Class 9 contains 48879 members 
Mstep: Class 10 contains 19139 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81653 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 18843 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 83903 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 93117 members 
Mstep: Class 22 contains 91258 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 91009 members 
Mstep: Class 25 contains 5786 members 
Mstep: Class 26 contains 90326 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87028 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27527 members 
Mstep: Class 32 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228032.000000 Penalty: 70941.500000
Iteration 200F: 33 clusters Score -1.02228e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42385 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5192 members 
Mstep: Class 9 contains 48891 members 
Mstep: Class 10 contains 19114 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81697 members 
Mstep: Class 14 contains 15115 members 
Mstep: Class 15 contains 4658 members 
Mstep: Class 16 contains 18857 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 83892 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 93085 members 
Mstep: Class 22 contains 91271 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 90993 members 
Mstep: Class 25 contains 5786 members 
Mstep: Class 26 contains 90348 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87014 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27541 members 
Mstep: Class 32 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228232.000000 Penalty: 70941.500000
Iteration 201Q: 33 clusters Score -1.022282e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14078 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42380 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 5188 members 
Mstep: Class 9 contains 48897 members 
Mstep: Class 10 contains 19101 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81738 members 
Mstep: Class 14 contains 15105 members 
Mstep: Class 15 contains 4658 members 
Mstep: Class 16 contains 18876 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 83911 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 93056 members 
Mstep: Class 22 contains 91293 members 
Mstep: Class 23 contains 4076 members 
Mstep: Class 24 contains 90962 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90352 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86993 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27547 members 
Mstep: Class 32 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228192.000000 Penalty: 70941.500000
Iteration 202Q: 33 clusters Score -1.022282e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14066 members 
Mstep: Class 3 contains 3304 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42379 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 48895 members 
Mstep: Class 10 contains 19084 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81771 members 
Mstep: Class 14 contains 15104 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 18888 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 83932 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 93021 members 
Mstep: Class 22 contains 91309 members 
Mstep: Class 23 contains 4076 members 
Mstep: Class 24 contains 90933 members 
Mstep: Class 25 contains 5786 members 
Mstep: Class 26 contains 90360 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86978 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27575 members 
Mstep: Class 32 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228144.000000 Penalty: 70941.500000
Iteration 203Q: 33 clusters Score -1.022281e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14056 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42379 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 48892 members 
Mstep: Class 10 contains 19065 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81815 members 
Mstep: Class 14 contains 15098 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 18898 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 83946 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 93006 members 
Mstep: Class 22 contains 91328 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 90890 members 
Mstep: Class 25 contains 5786 members 
Mstep: Class 26 contains 90351 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86979 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27595 members 
Mstep: Class 32 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228120.000000 Penalty: 70941.500000
Iteration 204Q: 33 clusters Score -1.022281e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14049 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42377 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 48894 members 
Mstep: Class 10 contains 19059 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81863 members 
Mstep: Class 14 contains 15095 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 18902 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 83967 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 92983 members 
Mstep: Class 22 contains 91337 members 
Mstep: Class 23 contains 4077 members 
Mstep: Class 24 contains 90830 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90330 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86995 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27620 members 
Mstep: Class 32 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228224.000000 Penalty: 70941.500000
Iteration 205Q: 33 clusters Score -1.022282e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14044 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42379 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 48878 members 
Mstep: Class 10 contains 19047 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81913 members 
Mstep: Class 14 contains 15084 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18908 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 83967 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 92984 members 
Mstep: Class 22 contains 91365 members 
Mstep: Class 23 contains 4077 members 
Mstep: Class 24 contains 90783 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90331 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86986 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27643 members 
Mstep: Class 32 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228240.000000 Penalty: 70941.500000
Iteration 206Q: 33 clusters Score -1.022282e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42376 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 48863 members 
Mstep: Class 10 contains 19038 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81965 members 
Mstep: Class 14 contains 15073 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18917 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 83975 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 92964 members 
Mstep: Class 22 contains 91400 members 
Mstep: Class 23 contains 4077 members 
Mstep: Class 24 contains 90748 members 
Mstep: Class 25 contains 5786 members 
Mstep: Class 26 contains 90343 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86965 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27655 members 
Mstep: Class 32 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228312.000000 Penalty: 70941.500000
Iteration 207Q: 33 clusters Score -1.022283e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42373 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 48860 members 
Mstep: Class 10 contains 19040 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 81992 members 
Mstep: Class 14 contains 15062 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18918 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 83992 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 92945 members 
Mstep: Class 22 contains 91417 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 90717 members 
Mstep: Class 25 contains 5786 members 
Mstep: Class 26 contains 90349 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86950 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27671 members 
Mstep: Class 32 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228280.000000 Penalty: 70941.500000
Iteration 208Q: 33 clusters Score -1.022283e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42369 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 48852 members 
Mstep: Class 10 contains 19042 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82035 members 
Mstep: Class 14 contains 15055 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18931 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84007 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 92935 members 
Mstep: Class 22 contains 91429 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 90661 members 
Mstep: Class 25 contains 5786 members 
Mstep: Class 26 contains 90349 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86934 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27699 members 
Mstep: Class 32 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228224.000000 Penalty: 70941.500000
Iteration 209Q: 33 clusters Score -1.022282e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42365 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 5129 members 
Mstep: Class 9 contains 48859 members 
Mstep: Class 10 contains 19040 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82058 members 
Mstep: Class 14 contains 15054 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18940 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84033 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 92928 members 
Mstep: Class 22 contains 91427 members 
Mstep: Class 23 contains 4079 members 
Mstep: Class 24 contains 90610 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90362 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86904 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27723 members 
Mstep: Class 32 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228184.000000 Penalty: 70941.500000
Iteration 210Q: 33 clusters Score -1.022282e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42357 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 48857 members 
Mstep: Class 10 contains 19040 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82063 members 
Mstep: Class 14 contains 15051 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18945 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84056 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 92915 members 
Mstep: Class 22 contains 91409 members 
Mstep: Class 23 contains 4079 members 
Mstep: Class 24 contains 90598 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90370 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86879 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27765 members 
Mstep: Class 32 contains 483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228184.000000 Penalty: 70941.500000
Iteration 211Q: 33 clusters Score -1.022282e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42350 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 48839 members 
Mstep: Class 10 contains 19035 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82079 members 
Mstep: Class 14 contains 15039 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18953 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84058 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 92913 members 
Mstep: Class 22 contains 91399 members 
Mstep: Class 23 contains 4080 members 
Mstep: Class 24 contains 90578 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90383 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86855 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27818 members 
Mstep: Class 32 contains 483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228280.000000 Penalty: 70941.500000
Iteration 212Q: 33 clusters Score -1.022283e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42343 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 48819 members 
Mstep: Class 10 contains 19024 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82088 members 
Mstep: Class 14 contains 15029 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84076 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 92892 members 
Mstep: Class 22 contains 91420 members 
Mstep: Class 23 contains 4079 members 
Mstep: Class 24 contains 90567 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90386 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86849 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27851 members 
Mstep: Class 32 contains 483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228176.000000 Penalty: 70941.500000
Iteration 213Q: 33 clusters Score -1.022282e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14030 members 
Mstep: Class 3 contains 3310 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42338 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 48793 members 
Mstep: Class 10 contains 19012 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82095 members 
Mstep: Class 14 contains 15024 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 18964 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84088 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92866 members 
Mstep: Class 22 contains 91431 members 
Mstep: Class 23 contains 4079 members 
Mstep: Class 24 contains 90542 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90407 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86853 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27891 members 
Mstep: Class 32 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228280.000000 Penalty: 70941.500000
Iteration 214Q: 33 clusters Score -1.022283e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 3313 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42331 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 48775 members 
Mstep: Class 10 contains 18995 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82107 members 
Mstep: Class 14 contains 15015 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18967 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84108 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92856 members 
Mstep: Class 22 contains 91427 members 
Mstep: Class 23 contains 4079 members 
Mstep: Class 24 contains 90533 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90406 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86846 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27934 members 
Mstep: Class 32 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228304.000000 Penalty: 70941.500000
Iteration 215Q: 33 clusters Score -1.022283e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 3313 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42327 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 48762 members 
Mstep: Class 10 contains 18986 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82093 members 
Mstep: Class 14 contains 15010 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18965 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84132 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92838 members 
Mstep: Class 22 contains 91418 members 
Mstep: Class 23 contains 4079 members 
Mstep: Class 24 contains 90533 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90417 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86840 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 27977 members 
Mstep: Class 32 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228224.000000 Penalty: 70941.500000
Iteration 216Q: 33 clusters Score -1.022282e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42318 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 5121 members 
Mstep: Class 9 contains 48741 members 
Mstep: Class 10 contains 18976 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82079 members 
Mstep: Class 14 contains 15001 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18962 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84137 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92831 members 
Mstep: Class 22 contains 91415 members 
Mstep: Class 23 contains 4081 members 
Mstep: Class 24 contains 90529 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90436 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86846 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28020 members 
Mstep: Class 32 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228128.000000 Penalty: 70941.500000
Iteration 217Q: 33 clusters Score -1.022281e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42307 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 5121 members 
Mstep: Class 9 contains 48741 members 
Mstep: Class 10 contains 18958 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82081 members 
Mstep: Class 14 contains 14988 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18967 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84136 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92824 members 
Mstep: Class 22 contains 91391 members 
Mstep: Class 23 contains 4081 members 
Mstep: Class 24 contains 90515 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90444 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86853 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28080 members 
Mstep: Class 32 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228160.000000 Penalty: 70941.500000
Iteration 218Q: 33 clusters Score -1.022282e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42301 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 48726 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82104 members 
Mstep: Class 14 contains 14978 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18973 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84132 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92812 members 
Mstep: Class 22 contains 91382 members 
Mstep: Class 23 contains 4082 members 
Mstep: Class 24 contains 90490 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90450 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86859 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28123 members 
Mstep: Class 32 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228312.000000 Penalty: 70941.500000
Iteration 219Q: 33 clusters Score -1.022283e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14031 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42294 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 48710 members 
Mstep: Class 10 contains 18945 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82129 members 
Mstep: Class 14 contains 14966 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18976 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84131 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92802 members 
Mstep: Class 22 contains 91391 members 
Mstep: Class 23 contains 4081 members 
Mstep: Class 24 contains 90473 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 90447 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86874 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28146 members 
Mstep: Class 32 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228304.000000 Penalty: 70941.500000
Iteration 220F: 33 clusters Score -1.022283e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 3325 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42291 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 48690 members 
Mstep: Class 10 contains 18932 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82134 members 
Mstep: Class 14 contains 14962 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18977 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84130 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92780 members 
Mstep: Class 22 contains 91383 members 
Mstep: Class 23 contains 4081 members 
Mstep: Class 24 contains 90482 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90445 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86893 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28191 members 
Mstep: Class 32 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228336.000000 Penalty: 70941.500000
Iteration 221Q: 33 clusters Score -1.022283e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42289 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 48666 members 
Mstep: Class 10 contains 18919 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82128 members 
Mstep: Class 14 contains 14961 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18980 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84133 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92743 members 
Mstep: Class 22 contains 91379 members 
Mstep: Class 23 contains 4081 members 
Mstep: Class 24 contains 90482 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 90453 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86923 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28230 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228352.000000 Penalty: 70941.500000
Iteration 222Q: 33 clusters Score -1.022284e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 3325 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42291 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 48634 members 
Mstep: Class 10 contains 18904 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82133 members 
Mstep: Class 14 contains 14957 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18985 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84136 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92698 members 
Mstep: Class 22 contains 91369 members 
Mstep: Class 23 contains 4084 members 
Mstep: Class 24 contains 90487 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 90457 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86949 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28282 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228456.000000 Penalty: 70941.500000
Iteration 223Q: 33 clusters Score -1.022285e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42290 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 48624 members 
Mstep: Class 10 contains 18895 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82145 members 
Mstep: Class 14 contains 14946 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18994 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84148 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92672 members 
Mstep: Class 22 contains 91366 members 
Mstep: Class 23 contains 4083 members 
Mstep: Class 24 contains 90480 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 90453 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86958 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28313 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228520.000000 Penalty: 70941.500000
Iteration 224Q: 33 clusters Score -1.022285e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42283 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 48611 members 
Mstep: Class 10 contains 18887 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82152 members 
Mstep: Class 14 contains 14937 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 18997 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84153 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92646 members 
Mstep: Class 22 contains 91364 members 
Mstep: Class 23 contains 4083 members 
Mstep: Class 24 contains 90478 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 90446 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86975 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28353 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228656.000000 Penalty: 70941.500000
Iteration 225Q: 33 clusters Score -1.022287e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14031 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42279 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 48596 members 
Mstep: Class 10 contains 18885 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82175 members 
Mstep: Class 14 contains 14923 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 19000 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84148 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92627 members 
Mstep: Class 22 contains 91353 members 
Mstep: Class 23 contains 4084 members 
Mstep: Class 24 contains 90482 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90446 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86973 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28398 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228632.000000 Penalty: 70941.500000
Iteration 226Q: 33 clusters Score -1.022286e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42270 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 48580 members 
Mstep: Class 10 contains 18876 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82182 members 
Mstep: Class 14 contains 14911 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 19007 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84157 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92613 members 
Mstep: Class 22 contains 91344 members 
Mstep: Class 23 contains 4084 members 
Mstep: Class 24 contains 90489 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90441 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86966 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28446 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228528.000000 Penalty: 70941.500000
Iteration 227Q: 33 clusters Score -1.022285e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42260 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 48566 members 
Mstep: Class 10 contains 18871 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82180 members 
Mstep: Class 14 contains 14906 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 19014 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84161 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92583 members 
Mstep: Class 22 contains 91336 members 
Mstep: Class 23 contains 4084 members 
Mstep: Class 24 contains 90486 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 90449 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 86981 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28485 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228496.000000 Penalty: 70941.500000
Iteration 228Q: 33 clusters Score -1.022285e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42247 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 48552 members 
Mstep: Class 10 contains 18861 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82174 members 
Mstep: Class 14 contains 14897 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 19019 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84160 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92570 members 
Mstep: Class 22 contains 91329 members 
Mstep: Class 23 contains 4085 members 
Mstep: Class 24 contains 90484 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 90450 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87003 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28524 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228528.000000 Penalty: 70941.500000
Iteration 229Q: 33 clusters Score -1.022285e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14030 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42238 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 48537 members 
Mstep: Class 10 contains 18849 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82178 members 
Mstep: Class 14 contains 14892 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 19021 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84172 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92548 members 
Mstep: Class 22 contains 91339 members 
Mstep: Class 23 contains 4087 members 
Mstep: Class 24 contains 90484 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 90443 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87018 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28552 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228624.000000 Penalty: 70941.500000
Iteration 230Q: 33 clusters Score -1.022286e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 3332 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42232 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 48521 members 
Mstep: Class 10 contains 18838 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82174 members 
Mstep: Class 14 contains 14889 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 19020 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84189 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92540 members 
Mstep: Class 22 contains 91330 members 
Mstep: Class 23 contains 4089 members 
Mstep: Class 24 contains 90492 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 90426 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87033 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28586 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228648.000000 Penalty: 70941.500000
Iteration 231Q: 33 clusters Score -1.022286e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42220 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 48505 members 
Mstep: Class 10 contains 18821 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82169 members 
Mstep: Class 14 contains 14885 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 19028 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84197 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92540 members 
Mstep: Class 22 contains 91317 members 
Mstep: Class 23 contains 4090 members 
Mstep: Class 24 contains 90506 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90415 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87045 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28621 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228800.000000 Penalty: 70941.500000
Iteration 232Q: 33 clusters Score -1.022288e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42209 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 48490 members 
Mstep: Class 10 contains 18811 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82164 members 
Mstep: Class 14 contains 14881 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 19033 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84195 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92545 members 
Mstep: Class 22 contains 91300 members 
Mstep: Class 23 contains 4092 members 
Mstep: Class 24 contains 90508 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90415 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87062 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28656 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228792.000000 Penalty: 70941.500000
Iteration 233Q: 33 clusters Score -1.022288e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42205 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 48477 members 
Mstep: Class 10 contains 18804 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82169 members 
Mstep: Class 14 contains 14877 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 19035 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84186 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92564 members 
Mstep: Class 22 contains 91276 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90495 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 90408 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87069 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28705 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228760.000000 Penalty: 70941.500000
Iteration 234Q: 33 clusters Score -1.022288e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 3337 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42202 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 48457 members 
Mstep: Class 10 contains 18796 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82180 members 
Mstep: Class 14 contains 14871 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 19041 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84176 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92565 members 
Mstep: Class 22 contains 91274 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90485 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90404 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87079 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28739 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228848.000000 Penalty: 70941.500000
Iteration 235Q: 33 clusters Score -1.022288e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42199 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 48446 members 
Mstep: Class 10 contains 18795 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82182 members 
Mstep: Class 14 contains 14869 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 19049 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84167 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92573 members 
Mstep: Class 22 contains 91271 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90462 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 90416 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87073 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28765 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228880.000000 Penalty: 70941.500000
Iteration 236Q: 33 clusters Score -1.022289e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14025 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42200 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 48434 members 
Mstep: Class 10 contains 18795 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82195 members 
Mstep: Class 14 contains 14860 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 19053 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84181 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92575 members 
Mstep: Class 22 contains 91266 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90454 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90404 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87060 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28794 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228840.000000 Penalty: 70941.500000
Iteration 237Q: 33 clusters Score -1.022288e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14025 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42199 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 48419 members 
Mstep: Class 10 contains 18794 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82200 members 
Mstep: Class 14 contains 14850 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 19058 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84187 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92576 members 
Mstep: Class 22 contains 91284 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90435 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90404 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87054 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28816 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229128.000000 Penalty: 70941.500000
Iteration 238Q: 33 clusters Score -1.022291e+08 nChanged 320
Entering ConstructFrom: 
Score: -102229128.000000 Penalty: 70941.500000
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -46536.000000 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -46536 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 271 members 
Entering Unmasked Estep 
Score: -45670.820312 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -45670.82 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46219.871094 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -46219.87 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46543.910156 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -46543.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46772.984375 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -46772.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -46938.035156 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -46938.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47030.570312 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -47030.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47133.105469 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -47133.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47188.250000 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -47188.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47233.246094 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -47233.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47250.570312 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -47250.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47281.804688 Penalty: 2033.741943
	Iteration 10F: 3 clusters Score -47281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47374.250000 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -47374.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47381.699219 Penalty: 2033.741943
	Iteration 12Q: 3 clusters Score -47381.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47381.699219 Penalty: 2033.741943
	Iteration 13F: 3 clusters Score -47381.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42198 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 48418 members 
Mstep: Class 10 contains 18794 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82213 members 
Mstep: Class 14 contains 14846 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 19066 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84183 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92569 members 
Mstep: Class 22 contains 91295 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90420 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90414 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87045 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28820 members 
Mstep: Class 32 contains 485 members 
Mstep: Class 33 contains 318 members 
Entering Unmasked Estep 
Score: -102228760.000000 Penalty: 73158.421875
Splitting cluster 1 changes total score from -102229128.000000 to -102228760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Entering Unmasked Estep 
Score: -1698008.375000 Penalty: 1551.658569
	Iteration 0F: 2 clusters Score -1698008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1688234.125000 Penalty: 3103.317139
	Iteration 0F: 3 clusters Score -1688234 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1691672.500000 Penalty: 3103.317139
	Iteration 1F: 3 clusters Score -1691672 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1691992.500000 Penalty: 3103.317139
	Iteration 2F: 3 clusters Score -1691992 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1692301.000000 Penalty: 3103.317139
	Iteration 3F: 3 clusters Score -1692301 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1692599.000000 Penalty: 3103.317139
	Iteration 4Q: 3 clusters Score -1692599 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1692953.125000 Penalty: 3103.317139
	Iteration 5F: 3 clusters Score -1692953 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1693363.875000 Penalty: 3103.317139
	Iteration 6F: 3 clusters Score -1693364 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1693893.250000 Penalty: 3103.317139
	Iteration 7F: 3 clusters Score -1693893 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1694489.875000 Penalty: 3103.317139
	Iteration 8F: 3 clusters Score -1694490 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1695098.375000 Penalty: 3103.317139
	Iteration 9F: 3 clusters Score -1695098 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1695608.250000 Penalty: 3103.317139
	Iteration 10Q: 3 clusters Score -1695608 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1695935.625000 Penalty: 3103.317139
	Iteration 11Q: 3 clusters Score -1695936 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1696149.625000 Penalty: 3103.317139
	Iteration 12Q: 3 clusters Score -1696150 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1696299.625000 Penalty: 3103.317139
	Iteration 13Q: 3 clusters Score -1696300 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1696402.875000 Penalty: 3103.317139
	Iteration 14Q: 3 clusters Score -1696403 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1696498.375000 Penalty: 3103.317139
	Iteration 15Q: 3 clusters Score -1696498 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1696565.750000 Penalty: 3103.317139
	Iteration 16Q: 3 clusters Score -1696566 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1696613.250000 Penalty: 3103.317139
	Iteration 17Q: 3 clusters Score -1696613 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1696653.000000 Penalty: 3103.317139
	Iteration 18Q: 3 clusters Score -1696653 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1696686.000000 Penalty: 3103.317139
	Iteration 19Q: 3 clusters Score -1696686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1696703.375000 Penalty: 3103.317139
	Iteration 20F: 3 clusters Score -1696703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1696726.250000 Penalty: 3103.317139
	Iteration 21Q: 3 clusters Score -1696726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1696743.625000 Penalty: 3103.317139
	Iteration 22Q: 3 clusters Score -1696744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1696755.000000 Penalty: 3103.317139
	Iteration 23Q: 3 clusters Score -1696755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1696765.000000 Penalty: 3103.317139
	Iteration 24Q: 3 clusters Score -1696765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1696763.250000 Penalty: 3103.317139
	Iteration 25Q: 3 clusters Score -1696763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1696766.125000 Penalty: 3103.317139
	Iteration 26Q: 3 clusters Score -1696766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1696770.000000 Penalty: 3103.317139
	Iteration 27Q: 3 clusters Score -1696770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1696775.750000 Penalty: 3103.317139
	Iteration 28Q: 3 clusters Score -1696776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1696777.250000 Penalty: 3103.317139
	Iteration 29Q: 3 clusters Score -1696777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1696786.125000 Penalty: 3103.317139
	Iteration 30Q: 3 clusters Score -1696786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1696792.250000 Penalty: 3103.317139
	Iteration 31Q: 3 clusters Score -1696792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1696797.750000 Penalty: 3103.317139
	Iteration 32Q: 3 clusters Score -1696798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1696801.000000 Penalty: 3103.317139
	Iteration 33Q: 3 clusters Score -1696801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1696802.375000 Penalty: 3103.317139
	Iteration 34Q: 3 clusters Score -1696802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1696803.250000 Penalty: 3103.317139
	Iteration 35Q: 3 clusters Score -1696803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1696804.125000 Penalty: 3103.317139
	Iteration 36Q: 3 clusters Score -1696804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1696805.125000 Penalty: 3103.317139
	Iteration 37Q: 3 clusters Score -1696805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1696805.375000 Penalty: 3103.317139
	Iteration 38Q: 3 clusters Score -1696805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1696810.125000 Penalty: 3103.317139
	Iteration 39Q: 3 clusters Score -1696810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1696815.125000 Penalty: 3103.317139
	Iteration 40F: 3 clusters Score -1696815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1696820.250000 Penalty: 3103.317139
	Iteration 41Q: 3 clusters Score -1696820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1696826.125000 Penalty: 3103.317139
	Iteration 42Q: 3 clusters Score -1696826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1696828.000000 Penalty: 3103.317139
	Iteration 43Q: 3 clusters Score -1696828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1696830.875000 Penalty: 3103.317139
	Iteration 44Q: 3 clusters Score -1696831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1696830.875000 Penalty: 3103.317139
	Iteration 45Q: 3 clusters Score -1696831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1696834.375000 Penalty: 3103.317139
	Iteration 46Q: 3 clusters Score -1696834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1696836.250000 Penalty: 3103.317139
	Iteration 47Q: 3 clusters Score -1696836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1696839.875000 Penalty: 3103.317139
	Iteration 48Q: 3 clusters Score -1696840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1696840.000000 Penalty: 3103.317139
	Iteration 49Q: 3 clusters Score -1696840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1696840.875000 Penalty: 3103.317139
	Iteration 50Q: 3 clusters Score -1696841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1696841.250000 Penalty: 3103.317139
	Iteration 51Q: 3 clusters Score -1696841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1696843.625000 Penalty: 3103.317139
	Iteration 52Q: 3 clusters Score -1696844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1696844.375000 Penalty: 3103.317139
	Iteration 53Q: 3 clusters Score -1696844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1696848.625000 Penalty: 3103.317139
	Iteration 54Q: 3 clusters Score -1696849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1696850.000000 Penalty: 3103.317139
	Iteration 55Q: 3 clusters Score -1696850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1696853.000000 Penalty: 3103.317139
	Iteration 56Q: 3 clusters Score -1696853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1696860.000000 Penalty: 3103.317139
	Iteration 57Q: 3 clusters Score -1696860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1696864.500000 Penalty: 3103.317139
	Iteration 58Q: 3 clusters Score -1696864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1696863.750000 Penalty: 3103.317139
	Iteration 59Q: 3 clusters Score -1696864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1696869.125000 Penalty: 3103.317139
	Iteration 60F: 3 clusters Score -1696869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1696867.375000 Penalty: 3103.317139
	Iteration 61Q: 3 clusters Score -1696867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1696866.500000 Penalty: 3103.317139
	Iteration 62Q: 3 clusters Score -1696866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1696868.500000 Penalty: 3103.317139
	Iteration 63Q: 3 clusters Score -1696868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1696869.750000 Penalty: 3103.317139
	Iteration 64Q: 3 clusters Score -1696870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1696870.875000 Penalty: 3103.317139
	Iteration 65Q: 3 clusters Score -1696871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1696870.875000 Penalty: 3103.317139
	Iteration 66F: 3 clusters Score -1696871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Entering Unmasked Estep 
Score: -387973.468750 Penalty: 1318.383057
	Iteration 0F: 2 clusters Score -387973.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -385064.312500 Penalty: 2636.766113
	Iteration 0F: 3 clusters Score -385064.3 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -385817.156250 Penalty: 2636.766113
	Iteration 1F: 3 clusters Score -385817.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -385986.343750 Penalty: 2636.766113
	Iteration 2F: 3 clusters Score -385986.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -386116.500000 Penalty: 2636.766113
	Iteration 3F: 3 clusters Score -386116.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -386210.687500 Penalty: 2636.766113
	Iteration 4Q: 3 clusters Score -386210.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -386284.656250 Penalty: 2636.766113
	Iteration 5Q: 3 clusters Score -386284.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -386354.875000 Penalty: 2636.766113
	Iteration 6Q: 3 clusters Score -386354.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -386433.468750 Penalty: 2636.766113
	Iteration 7Q: 3 clusters Score -386433.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -386504.062500 Penalty: 2636.766113
	Iteration 8Q: 3 clusters Score -386504.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -386589.281250 Penalty: 2636.766113
	Iteration 9Q: 3 clusters Score -386589.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -386659.437500 Penalty: 2636.766113
	Iteration 10Q: 3 clusters Score -386659.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -386720.781250 Penalty: 2636.766113
	Iteration 11Q: 3 clusters Score -386720.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -386779.375000 Penalty: 2636.766113
	Iteration 12Q: 3 clusters Score -386779.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -386814.125000 Penalty: 2636.766113
	Iteration 13Q: 3 clusters Score -386814.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -386843.687500 Penalty: 2636.766113
	Iteration 14Q: 3 clusters Score -386843.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -386885.625000 Penalty: 2636.766113
	Iteration 15Q: 3 clusters Score -386885.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -386928.187500 Penalty: 2636.766113
	Iteration 16Q: 3 clusters Score -386928.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -386971.281250 Penalty: 2636.766113
	Iteration 17Q: 3 clusters Score -386971.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -387014.593750 Penalty: 2636.766113
	Iteration 18Q: 3 clusters Score -387014.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -387071.812500 Penalty: 2636.766113
	Iteration 19Q: 3 clusters Score -387071.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -387130.656250 Penalty: 2636.766113
	Iteration 20F: 3 clusters Score -387130.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -387181.375000 Penalty: 2636.766113
	Iteration 21Q: 3 clusters Score -387181.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -387219.625000 Penalty: 2636.766113
	Iteration 22Q: 3 clusters Score -387219.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -387273.906250 Penalty: 2636.766113
	Iteration 23Q: 3 clusters Score -387273.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -387321.468750 Penalty: 2636.766113
	Iteration 24Q: 3 clusters Score -387321.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -387381.593750 Penalty: 2636.766113
	Iteration 25Q: 3 clusters Score -387381.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -387421.312500 Penalty: 2636.766113
	Iteration 26Q: 3 clusters Score -387421.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -387450.218750 Penalty: 2636.766113
	Iteration 27Q: 3 clusters Score -387450.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -387474.937500 Penalty: 2636.766113
	Iteration 28Q: 3 clusters Score -387474.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -387500.656250 Penalty: 2636.766113
	Iteration 29Q: 3 clusters Score -387500.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -387522.843750 Penalty: 2636.766113
	Iteration 30Q: 3 clusters Score -387522.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -387538.281250 Penalty: 2636.766113
	Iteration 31Q: 3 clusters Score -387538.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -387544.468750 Penalty: 2636.766113
	Iteration 32Q: 3 clusters Score -387544.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -387545.781250 Penalty: 2636.766113
	Iteration 33Q: 3 clusters Score -387545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -387547.531250 Penalty: 2636.766113
	Iteration 34Q: 3 clusters Score -387547.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -387549.000000 Penalty: 2636.766113
	Iteration 35Q: 3 clusters Score -387549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -387553.187500 Penalty: 2636.766113
	Iteration 36Q: 3 clusters Score -387553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -387556.187500 Penalty: 2636.766113
	Iteration 37Q: 3 clusters Score -387556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -387557.375000 Penalty: 2636.766113
	Iteration 38Q: 3 clusters Score -387557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -387558.531250 Penalty: 2636.766113
	Iteration 39Q: 3 clusters Score -387558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -387561.687500 Penalty: 2636.766113
	Iteration 40F: 3 clusters Score -387561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -387565.031250 Penalty: 2636.766113
	Iteration 41Q: 3 clusters Score -387565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -387566.125000 Penalty: 2636.766113
	Iteration 42Q: 3 clusters Score -387566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -387569.062500 Penalty: 2636.766113
	Iteration 43Q: 3 clusters Score -387569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -387571.031250 Penalty: 2636.766113
	Iteration 44Q: 3 clusters Score -387571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -387573.437500 Penalty: 2636.766113
	Iteration 45Q: 3 clusters Score -387573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -387575.468750 Penalty: 2636.766113
	Iteration 46Q: 3 clusters Score -387575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -387577.156250 Penalty: 2636.766113
	Iteration 47Q: 3 clusters Score -387577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -387578.781250 Penalty: 2636.766113
	Iteration 48Q: 3 clusters Score -387578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -387579.687500 Penalty: 2636.766113
	Iteration 49Q: 3 clusters Score -387579.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -387579.687500 Penalty: 2636.766113
	Iteration 50F: 3 clusters Score -387579.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -164354.734375 Penalty: 1181.312744
	Iteration 0F: 2 clusters Score -164354.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -162645.421875 Penalty: 2362.625488
	Iteration 0F: 3 clusters Score -162645.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -163064.546875 Penalty: 2362.625488
	Iteration 1F: 3 clusters Score -163064.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -163226.890625 Penalty: 2362.625488
	Iteration 2F: 3 clusters Score -163226.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -163344.796875 Penalty: 2362.625488
	Iteration 3F: 3 clusters Score -163344.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -163439.046875 Penalty: 2362.625488
	Iteration 4Q: 3 clusters Score -163439 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -163536.203125 Penalty: 2362.625488
	Iteration 5Q: 3 clusters Score -163536.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -163621.812500 Penalty: 2362.625488
	Iteration 6Q: 3 clusters Score -163621.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -163682.171875 Penalty: 2362.625488
	Iteration 7Q: 3 clusters Score -163682.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -163733.578125 Penalty: 2362.625488
	Iteration 8Q: 3 clusters Score -163733.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -163749.687500 Penalty: 2362.625488
	Iteration 9Q: 3 clusters Score -163749.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163766.734375 Penalty: 2362.625488
	Iteration 10Q: 3 clusters Score -163766.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -163781.296875 Penalty: 2362.625488
	Iteration 11Q: 3 clusters Score -163781.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -163788.906250 Penalty: 2362.625488
	Iteration 12Q: 3 clusters Score -163788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163790.718750 Penalty: 2362.625488
	Iteration 13Q: 3 clusters Score -163790.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163791.609375 Penalty: 2362.625488
	Iteration 14Q: 3 clusters Score -163791.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163791.609375 Penalty: 2362.625488
	Iteration 15F: 3 clusters Score -163791.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Entering Unmasked Estep 
Score: -5219377.000000 Penalty: 1730.645874
	Iteration 0F: 2 clusters Score -5219377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -5191235.500000 Penalty: 3461.291748
	Iteration 0F: 3 clusters Score -5191236 nChanged 19576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -5202512.000000 Penalty: 3461.291748
	Iteration 1F: 3 clusters Score -5202512 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -5203048.000000 Penalty: 3461.291748
	Iteration 2Q: 3 clusters Score -5203048 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -5203667.000000 Penalty: 3461.291748
	Iteration 3Q: 3 clusters Score -5203667 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -5204291.500000 Penalty: 3461.291748
	Iteration 4Q: 3 clusters Score -5204292 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -5205051.500000 Penalty: 3461.291748
	Iteration 5Q: 3 clusters Score -5205052 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5206146.500000 Penalty: 3461.291748
	Iteration 6Q: 3 clusters Score -5206146 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -5207605.500000 Penalty: 3461.291748
	Iteration 7F: 3 clusters Score -5207606 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -5209372.000000 Penalty: 3461.291748
	Iteration 8F: 3 clusters Score -5209372 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -5211131.000000 Penalty: 3461.291748
	Iteration 9F: 3 clusters Score -5211131 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -5212345.500000 Penalty: 3461.291748
	Iteration 10Q: 3 clusters Score -5212346 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -5213015.500000 Penalty: 3461.291748
	Iteration 11Q: 3 clusters Score -5213016 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -5213450.000000 Penalty: 3461.291748
	Iteration 12Q: 3 clusters Score -5213450 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5213792.000000 Penalty: 3461.291748
	Iteration 13Q: 3 clusters Score -5213792 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -5214096.500000 Penalty: 3461.291748
	Iteration 14Q: 3 clusters Score -5214096 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5214417.000000 Penalty: 3461.291748
	Iteration 15Q: 3 clusters Score -5214417 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -5214694.000000 Penalty: 3461.291748
	Iteration 16Q: 3 clusters Score -5214694 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -5214961.000000 Penalty: 3461.291748
	Iteration 17Q: 3 clusters Score -5214961 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -5215144.000000 Penalty: 3461.291748
	Iteration 18Q: 3 clusters Score -5215144 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -5215343.000000 Penalty: 3461.291748
	Iteration 19Q: 3 clusters Score -5215343 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -5215516.000000 Penalty: 3461.291748
	Iteration 20F: 3 clusters Score -5215516 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -5215626.500000 Penalty: 3461.291748
	Iteration 21Q: 3 clusters Score -5215626 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -5215717.000000 Penalty: 3461.291748
	Iteration 22Q: 3 clusters Score -5215717 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -5215766.000000 Penalty: 3461.291748
	Iteration 23Q: 3 clusters Score -5215766 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -5215836.500000 Penalty: 3461.291748
	Iteration 24Q: 3 clusters Score -5215836 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -5215942.000000 Penalty: 3461.291748
	Iteration 25Q: 3 clusters Score -5215942 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -5216024.000000 Penalty: 3461.291748
	Iteration 26Q: 3 clusters Score -5216024 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -5216106.500000 Penalty: 3461.291748
	Iteration 27Q: 3 clusters Score -5216106 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -5216182.500000 Penalty: 3461.291748
	Iteration 28Q: 3 clusters Score -5216182 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -5216250.000000 Penalty: 3461.291748
	Iteration 29Q: 3 clusters Score -5216250 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -5216342.500000 Penalty: 3461.291748
	Iteration 30Q: 3 clusters Score -5216342 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -5216421.500000 Penalty: 3461.291748
	Iteration 31Q: 3 clusters Score -5216422 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -5216493.000000 Penalty: 3461.291748
	Iteration 32Q: 3 clusters Score -5216493 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -5216581.500000 Penalty: 3461.291748
	Iteration 33Q: 3 clusters Score -5216582 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -5216655.500000 Penalty: 3461.291748
	Iteration 34Q: 3 clusters Score -5216656 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -5216708.500000 Penalty: 3461.291748
	Iteration 35Q: 3 clusters Score -5216708 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5216768.500000 Penalty: 3461.291748
	Iteration 36Q: 3 clusters Score -5216768 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -5216823.500000 Penalty: 3461.291748
	Iteration 37Q: 3 clusters Score -5216824 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5216881.000000 Penalty: 3461.291748
	Iteration 38Q: 3 clusters Score -5216881 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -5216938.000000 Penalty: 3461.291748
	Iteration 39Q: 3 clusters Score -5216938 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5216995.500000 Penalty: 3461.291748
	Iteration 40F: 3 clusters Score -5216996 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5217042.500000 Penalty: 3461.291748
	Iteration 41Q: 3 clusters Score -5217042 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5217099.500000 Penalty: 3461.291748
	Iteration 42Q: 3 clusters Score -5217100 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5217134.000000 Penalty: 3461.291748
	Iteration 43Q: 3 clusters Score -5217134 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5217202.500000 Penalty: 3461.291748
	Iteration 44Q: 3 clusters Score -5217202 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5217268.500000 Penalty: 3461.291748
	Iteration 45Q: 3 clusters Score -5217268 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5217318.000000 Penalty: 3461.291748
	Iteration 46Q: 3 clusters Score -5217318 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5217350.500000 Penalty: 3461.291748
	Iteration 47Q: 3 clusters Score -5217350 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5217390.000000 Penalty: 3461.291748
	Iteration 48Q: 3 clusters Score -5217390 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5217429.000000 Penalty: 3461.291748
	Iteration 49Q: 3 clusters Score -5217429 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5217469.500000 Penalty: 3461.291748
	Iteration 50Q: 3 clusters Score -5217470 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5217499.000000 Penalty: 3461.291748
	Iteration 51Q: 3 clusters Score -5217499 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5217527.500000 Penalty: 3461.291748
	Iteration 52Q: 3 clusters Score -5217528 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5217555.500000 Penalty: 3461.291748
	Iteration 53Q: 3 clusters Score -5217556 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5217596.000000 Penalty: 3461.291748
	Iteration 54Q: 3 clusters Score -5217596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5217611.500000 Penalty: 3461.291748
	Iteration 55Q: 3 clusters Score -5217612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5217638.500000 Penalty: 3461.291748
	Iteration 56Q: 3 clusters Score -5217638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5217661.500000 Penalty: 3461.291748
	Iteration 57Q: 3 clusters Score -5217662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5217678.500000 Penalty: 3461.291748
	Iteration 58Q: 3 clusters Score -5217678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5217696.000000 Penalty: 3461.291748
	Iteration 59Q: 3 clusters Score -5217696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5217715.500000 Penalty: 3461.291748
	Iteration 60F: 3 clusters Score -5217716 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5217739.000000 Penalty: 3461.291748
	Iteration 61Q: 3 clusters Score -5217739 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5217747.500000 Penalty: 3461.291748
	Iteration 62Q: 3 clusters Score -5217748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5217779.000000 Penalty: 3461.291748
	Iteration 63Q: 3 clusters Score -5217779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5217807.500000 Penalty: 3461.291748
	Iteration 64Q: 3 clusters Score -5217808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5217828.500000 Penalty: 3461.291748
	Iteration 65Q: 3 clusters Score -5217828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5217840.500000 Penalty: 3461.291748
	Iteration 66Q: 3 clusters Score -5217840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5217862.500000 Penalty: 3461.291748
	Iteration 67Q: 3 clusters Score -5217862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5217878.000000 Penalty: 3461.291748
	Iteration 68Q: 3 clusters Score -5217878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5217890.000000 Penalty: 3461.291748
	Iteration 69Q: 3 clusters Score -5217890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5217896.000000 Penalty: 3461.291748
	Iteration 70Q: 3 clusters Score -5217896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5217909.500000 Penalty: 3461.291748
	Iteration 71Q: 3 clusters Score -5217910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5217917.000000 Penalty: 3461.291748
	Iteration 72Q: 3 clusters Score -5217917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5217920.500000 Penalty: 3461.291748
	Iteration 73Q: 3 clusters Score -5217920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5217919.000000 Penalty: 3461.291748
	Iteration 74Q: 3 clusters Score -5217919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5217926.500000 Penalty: 3461.291748
	Iteration 75Q: 3 clusters Score -5217926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5217927.500000 Penalty: 3461.291748
	Iteration 76Q: 3 clusters Score -5217928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5217932.000000 Penalty: 3461.291748
	Iteration 77Q: 3 clusters Score -5217932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5217929.500000 Penalty: 3461.291748
	Iteration 78Q: 3 clusters Score -5217930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5217932.500000 Penalty: 3461.291748
	Iteration 79Q: 3 clusters Score -5217932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5217927.000000 Penalty: 3461.291748
	Iteration 80F: 3 clusters Score -5217927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5217930.000000 Penalty: 3461.291748
	Iteration 81Q: 3 clusters Score -5217930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5217934.500000 Penalty: 3461.291748
	Iteration 82Q: 3 clusters Score -5217934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5217937.000000 Penalty: 3461.291748
	Iteration 83Q: 3 clusters Score -5217937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5217937.000000 Penalty: 3461.291748
	Iteration 84F: 3 clusters Score -5217937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -234349.843750 Penalty: 1241.520020
	Iteration 0F: 2 clusters Score -234349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -232224.281250 Penalty: 2483.040039
	Iteration 0F: 3 clusters Score -232224.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -232717.828125 Penalty: 2483.040039
	Iteration 1F: 3 clusters Score -232717.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -232875.578125 Penalty: 2483.040039
	Iteration 2F: 3 clusters Score -232875.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -233009.500000 Penalty: 2483.040039
	Iteration 3F: 3 clusters Score -233009.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -233132.828125 Penalty: 2483.040039
	Iteration 4F: 3 clusters Score -233132.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -233249.781250 Penalty: 2483.040039
	Iteration 5Q: 3 clusters Score -233249.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -233370.328125 Penalty: 2483.040039
	Iteration 6Q: 3 clusters Score -233370.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -233484.359375 Penalty: 2483.040039
	Iteration 7Q: 3 clusters Score -233484.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -233609.140625 Penalty: 2483.040039
	Iteration 8Q: 3 clusters Score -233609.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -233706.390625 Penalty: 2483.040039
	Iteration 9Q: 3 clusters Score -233706.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -233756.328125 Penalty: 2483.040039
	Iteration 10Q: 3 clusters Score -233756.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -233796.078125 Penalty: 2483.040039
	Iteration 11Q: 3 clusters Score -233796.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -233821.421875 Penalty: 2483.040039
	Iteration 12Q: 3 clusters Score -233821.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -233843.000000 Penalty: 2483.040039
	Iteration 13Q: 3 clusters Score -233843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -233856.609375 Penalty: 2483.040039
	Iteration 14Q: 3 clusters Score -233856.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -233865.468750 Penalty: 2483.040039
	Iteration 15Q: 3 clusters Score -233865.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -233869.937500 Penalty: 2483.040039
	Iteration 16Q: 3 clusters Score -233869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -233871.687500 Penalty: 2483.040039
	Iteration 17Q: 3 clusters Score -233871.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -233873.875000 Penalty: 2483.040039
	Iteration 18Q: 3 clusters Score -233873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -233876.656250 Penalty: 2483.040039
	Iteration 19Q: 3 clusters Score -233876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -233877.609375 Penalty: 2483.040039
	Iteration 20F: 3 clusters Score -233877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -233878.484375 Penalty: 2483.040039
	Iteration 21Q: 3 clusters Score -233878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -233881.562500 Penalty: 2483.040039
	Iteration 22Q: 3 clusters Score -233881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -233883.281250 Penalty: 2483.040039
	Iteration 23Q: 3 clusters Score -233883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -233883.734375 Penalty: 2483.040039
	Iteration 24Q: 3 clusters Score -233883.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -233883.734375 Penalty: 2483.040039
	Iteration 25F: 3 clusters Score -233883.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -292988.156250 Penalty: 1272.959961
	Iteration 0F: 2 clusters Score -292988.2 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 1241 members 
Entering Unmasked Estep 
Score: -290575.625000 Penalty: 2545.919922
	Iteration 0F: 3 clusters Score -290575.6 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -291169.375000 Penalty: 2545.919922
	Iteration 1F: 3 clusters Score -291169.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291299.812500 Penalty: 2545.919922
	Iteration 2F: 3 clusters Score -291299.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -291381.218750 Penalty: 2545.919922
	Iteration 3F: 3 clusters Score -291381.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -291428.500000 Penalty: 2545.919922
	Iteration 4Q: 3 clusters Score -291428.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -291471.218750 Penalty: 2545.919922
	Iteration 5Q: 3 clusters Score -291471.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -291511.125000 Penalty: 2545.919922
	Iteration 6Q: 3 clusters Score -291511.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -291552.531250 Penalty: 2545.919922
	Iteration 7Q: 3 clusters Score -291552.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -291586.250000 Penalty: 2545.919922
	Iteration 8Q: 3 clusters Score -291586.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -291614.062500 Penalty: 2545.919922
	Iteration 9Q: 3 clusters Score -291614.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -291649.218750 Penalty: 2545.919922
	Iteration 10Q: 3 clusters Score -291649.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -291700.562500 Penalty: 2545.919922
	Iteration 11Q: 3 clusters Score -291700.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -291765.312500 Penalty: 2545.919922
	Iteration 12Q: 3 clusters Score -291765.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -291839.062500 Penalty: 2545.919922
	Iteration 13Q: 3 clusters Score -291839.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -291914.812500 Penalty: 2545.919922
	Iteration 14Q: 3 clusters Score -291914.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -291984.937500 Penalty: 2545.919922
	Iteration 15Q: 3 clusters Score -291984.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -292025.875000 Penalty: 2545.919922
	Iteration 16Q: 3 clusters Score -292025.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -292049.906250 Penalty: 2545.919922
	Iteration 17Q: 3 clusters Score -292049.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -292069.093750 Penalty: 2545.919922
	Iteration 18Q: 3 clusters Score -292069.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -292084.718750 Penalty: 2545.919922
	Iteration 19Q: 3 clusters Score -292084.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -292095.531250 Penalty: 2545.919922
	Iteration 20F: 3 clusters Score -292095.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -292102.437500 Penalty: 2545.919922
	Iteration 21Q: 3 clusters Score -292102.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -292107.000000 Penalty: 2545.919922
	Iteration 22Q: 3 clusters Score -292107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -292112.593750 Penalty: 2545.919922
	Iteration 23Q: 3 clusters Score -292112.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -292113.593750 Penalty: 2545.919922
	Iteration 24Q: 3 clusters Score -292113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -292116.312500 Penalty: 2545.919922
	Iteration 25Q: 3 clusters Score -292116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -292119.593750 Penalty: 2545.919922
	Iteration 26Q: 3 clusters Score -292119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -292122.156250 Penalty: 2545.919922
	Iteration 27Q: 3 clusters Score -292122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -292124.375000 Penalty: 2545.919922
	Iteration 28Q: 3 clusters Score -292124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -292126.062500 Penalty: 2545.919922
	Iteration 29Q: 3 clusters Score -292126.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -292126.250000 Penalty: 2545.919922
	Iteration 30Q: 3 clusters Score -292126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -292127.875000 Penalty: 2545.919922
	Iteration 31Q: 3 clusters Score -292127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -292128.562500 Penalty: 2545.919922
	Iteration 32Q: 3 clusters Score -292128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -292128.937500 Penalty: 2545.919922
	Iteration 33Q: 3 clusters Score -292128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -292129.937500 Penalty: 2545.919922
	Iteration 34Q: 3 clusters Score -292129.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -292129.937500 Penalty: 2545.919922
	Iteration 35F: 3 clusters Score -292129.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -607558.625000 Penalty: 1387.421021
	Iteration 0F: 2 clusters Score -607558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -603552.375000 Penalty: 2774.842041
	Iteration 0F: 3 clusters Score -603552.4 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -604652.562500 Penalty: 2774.842041
	Iteration 1F: 3 clusters Score -604652.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -604841.375000 Penalty: 2774.842041
	Iteration 2F: 3 clusters Score -604841.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -604973.000000 Penalty: 2774.842041
	Iteration 3F: 3 clusters Score -604973 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -605078.125000 Penalty: 2774.842041
	Iteration 4Q: 3 clusters Score -605078.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -605158.687500 Penalty: 2774.842041
	Iteration 5Q: 3 clusters Score -605158.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -605219.125000 Penalty: 2774.842041
	Iteration 6Q: 3 clusters Score -605219.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -605278.812500 Penalty: 2774.842041
	Iteration 7Q: 3 clusters Score -605278.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -605331.312500 Penalty: 2774.842041
	Iteration 8Q: 3 clusters Score -605331.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -605380.750000 Penalty: 2774.842041
	Iteration 9Q: 3 clusters Score -605380.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -605433.500000 Penalty: 2774.842041
	Iteration 10Q: 3 clusters Score -605433.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -605489.000000 Penalty: 2774.842041
	Iteration 11Q: 3 clusters Score -605489 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -605548.437500 Penalty: 2774.842041
	Iteration 12Q: 3 clusters Score -605548.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -605616.250000 Penalty: 2774.842041
	Iteration 13Q: 3 clusters Score -605616.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -605693.062500 Penalty: 2774.842041
	Iteration 14Q: 3 clusters Score -605693.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -605764.750000 Penalty: 2774.842041
	Iteration 15Q: 3 clusters Score -605764.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -605818.875000 Penalty: 2774.842041
	Iteration 16Q: 3 clusters Score -605818.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -605883.125000 Penalty: 2774.842041
	Iteration 17Q: 3 clusters Score -605883.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -605948.250000 Penalty: 2774.842041
	Iteration 18Q: 3 clusters Score -605948.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -606001.312500 Penalty: 2774.842041
	Iteration 19Q: 3 clusters Score -606001.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -606040.312500 Penalty: 2774.842041
	Iteration 20F: 3 clusters Score -606040.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -606079.562500 Penalty: 2774.842041
	Iteration 21Q: 3 clusters Score -606079.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -606112.000000 Penalty: 2774.842041
	Iteration 22Q: 3 clusters Score -606112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -606150.562500 Penalty: 2774.842041
	Iteration 23Q: 3 clusters Score -606150.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -606181.562500 Penalty: 2774.842041
	Iteration 24Q: 3 clusters Score -606181.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -606211.437500 Penalty: 2774.842041
	Iteration 25Q: 3 clusters Score -606211.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -606234.062500 Penalty: 2774.842041
	Iteration 26Q: 3 clusters Score -606234.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -606251.812500 Penalty: 2774.842041
	Iteration 27Q: 3 clusters Score -606251.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -606276.500000 Penalty: 2774.842041
	Iteration 28Q: 3 clusters Score -606276.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -606291.062500 Penalty: 2774.842041
	Iteration 29Q: 3 clusters Score -606291.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -606301.625000 Penalty: 2774.842041
	Iteration 30Q: 3 clusters Score -606301.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -606308.250000 Penalty: 2774.842041
	Iteration 31Q: 3 clusters Score -606308.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -606313.750000 Penalty: 2774.842041
	Iteration 32Q: 3 clusters Score -606313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -606317.750000 Penalty: 2774.842041
	Iteration 33Q: 3 clusters Score -606317.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -606321.750000 Penalty: 2774.842041
	Iteration 34Q: 3 clusters Score -606321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -606322.562500 Penalty: 2774.842041
	Iteration 35Q: 3 clusters Score -606322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -606325.750000 Penalty: 2774.842041
	Iteration 36Q: 3 clusters Score -606325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -606327.750000 Penalty: 2774.842041
	Iteration 37Q: 3 clusters Score -606327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -606330.375000 Penalty: 2774.842041
	Iteration 38Q: 3 clusters Score -606330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -606332.812500 Penalty: 2774.842041
	Iteration 39Q: 3 clusters Score -606332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -606332.937500 Penalty: 2774.842041
	Iteration 40F: 3 clusters Score -606332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -606332.687500 Penalty: 2774.842041
	Iteration 41Q: 3 clusters Score -606332.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -606332.687500 Penalty: 2774.842041
	Iteration 42F: 3 clusters Score -606332.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Entering Unmasked Estep 
Score: -6139069.000000 Penalty: 1752.989380
	Iteration 0F: 2 clusters Score -6139069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -6107112.000000 Penalty: 3505.978760
	Iteration 0F: 3 clusters Score -6107112 nChanged 22739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -6119845.500000 Penalty: 3505.978760
	Iteration 1F: 3 clusters Score -6119846 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -6120244.000000 Penalty: 3505.978760
	Iteration 2Q: 3 clusters Score -6120244 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -6120691.000000 Penalty: 3505.978760
	Iteration 3Q: 3 clusters Score -6120691 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -6121191.000000 Penalty: 3505.978760
	Iteration 4Q: 3 clusters Score -6121191 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -6121905.000000 Penalty: 3505.978760
	Iteration 5Q: 3 clusters Score -6121905 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -6123065.000000 Penalty: 3505.978760
	Iteration 6Q: 3 clusters Score -6123065 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -6124831.000000 Penalty: 3505.978760
	Iteration 7F: 3 clusters Score -6124831 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -6127340.500000 Penalty: 3505.978760
	Iteration 8F: 3 clusters Score -6127340 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -6130107.500000 Penalty: 3505.978760
	Iteration 9F: 3 clusters Score -6130108 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -6132429.500000 Penalty: 3505.978760
	Iteration 10F: 3 clusters Score -6132430 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -6133905.000000 Penalty: 3505.978760
	Iteration 11Q: 3 clusters Score -6133905 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -6134819.000000 Penalty: 3505.978760
	Iteration 12Q: 3 clusters Score -6134819 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -6135446.000000 Penalty: 3505.978760
	Iteration 13Q: 3 clusters Score -6135446 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -6135984.000000 Penalty: 3505.978760
	Iteration 14Q: 3 clusters Score -6135984 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -6136471.000000 Penalty: 3505.978760
	Iteration 15Q: 3 clusters Score -6136471 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -6136797.000000 Penalty: 3505.978760
	Iteration 16Q: 3 clusters Score -6136797 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -6137119.500000 Penalty: 3505.978760
	Iteration 17Q: 3 clusters Score -6137120 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -6137364.500000 Penalty: 3505.978760
	Iteration 18Q: 3 clusters Score -6137364 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -6137527.000000 Penalty: 3505.978760
	Iteration 19Q: 3 clusters Score -6137527 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -6137651.000000 Penalty: 3505.978760
	Iteration 20F: 3 clusters Score -6137651 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -6137717.000000 Penalty: 3505.978760
	Iteration 21Q: 3 clusters Score -6137717 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -6137776.000000 Penalty: 3505.978760
	Iteration 22Q: 3 clusters Score -6137776 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -6137811.000000 Penalty: 3505.978760
	Iteration 23Q: 3 clusters Score -6137811 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -6137836.500000 Penalty: 3505.978760
	Iteration 24Q: 3 clusters Score -6137836 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -6137869.500000 Penalty: 3505.978760
	Iteration 25Q: 3 clusters Score -6137870 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -6137903.000000 Penalty: 3505.978760
	Iteration 26Q: 3 clusters Score -6137903 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -6137919.000000 Penalty: 3505.978760
	Iteration 27Q: 3 clusters Score -6137919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -6137934.000000 Penalty: 3505.978760
	Iteration 28Q: 3 clusters Score -6137934 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -6137955.000000 Penalty: 3505.978760
	Iteration 29Q: 3 clusters Score -6137955 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -6137954.000000 Penalty: 3505.978760
	Iteration 30Q: 3 clusters Score -6137954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -6137953.500000 Penalty: 3505.978760
	Iteration 31Q: 3 clusters Score -6137954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -6137967.500000 Penalty: 3505.978760
	Iteration 32Q: 3 clusters Score -6137968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -6137963.500000 Penalty: 3505.978760
	Iteration 33Q: 3 clusters Score -6137964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -6137974.000000 Penalty: 3505.978760
	Iteration 34Q: 3 clusters Score -6137974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -6137974.000000 Penalty: 3505.978760
	Iteration 35Q: 3 clusters Score -6137974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -6137980.500000 Penalty: 3505.978760
	Iteration 36Q: 3 clusters Score -6137980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -6137978.500000 Penalty: 3505.978760
	Iteration 37Q: 3 clusters Score -6137978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -6137985.000000 Penalty: 3505.978760
	Iteration 38Q: 3 clusters Score -6137985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -6137996.000000 Penalty: 3505.978760
	Iteration 39Q: 3 clusters Score -6137996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -6137996.000000 Penalty: 3505.978760
	Iteration 40F: 3 clusters Score -6137996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -6137998.000000 Penalty: 3505.978760
	Iteration 41Q: 3 clusters Score -6137998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -6138008.000000 Penalty: 3505.978760
	Iteration 42Q: 3 clusters Score -6138008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -6138001.500000 Penalty: 3505.978760
	Iteration 43Q: 3 clusters Score -6138002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -6137998.500000 Penalty: 3505.978760
	Iteration 44Q: 3 clusters Score -6137998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -6138001.000000 Penalty: 3505.978760
	Iteration 45Q: 3 clusters Score -6138001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -6138016.000000 Penalty: 3505.978760
	Iteration 46Q: 3 clusters Score -6138016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -6138017.000000 Penalty: 3505.978760
	Iteration 47Q: 3 clusters Score -6138017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -6138014.500000 Penalty: 3505.978760
	Iteration 48Q: 3 clusters Score -6138014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -6138019.000000 Penalty: 3505.978760
	Iteration 49Q: 3 clusters Score -6138019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -6138019.500000 Penalty: 3505.978760
	Iteration 50Q: 3 clusters Score -6138020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -6138018.500000 Penalty: 3505.978760
	Iteration 51Q: 3 clusters Score -6138018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -6138020.000000 Penalty: 3505.978760
	Iteration 52Q: 3 clusters Score -6138020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -6138015.500000 Penalty: 3505.978760
	Iteration 53Q: 3 clusters Score -6138016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -6138014.000000 Penalty: 3505.978760
	Iteration 54Q: 3 clusters Score -6138014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -6138014.000000 Penalty: 3505.978760
	Iteration 55F: 3 clusters Score -6138014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Entering Unmasked Estep 
Score: -2256164.000000 Penalty: 1599.210205
	Iteration 0F: 2 clusters Score -2256164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2243291.000000 Penalty: 3198.420410
	Iteration 0F: 3 clusters Score -2243291 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2247862.750000 Penalty: 3198.420410
	Iteration 1F: 3 clusters Score -2247863 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2248168.500000 Penalty: 3198.420410
	Iteration 2Q: 3 clusters Score -2248168 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2248451.000000 Penalty: 3198.420410
	Iteration 3Q: 3 clusters Score -2248451 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2248695.500000 Penalty: 3198.420410
	Iteration 4Q: 3 clusters Score -2248696 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2248964.250000 Penalty: 3198.420410
	Iteration 5Q: 3 clusters Score -2248964 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2249265.000000 Penalty: 3198.420410
	Iteration 6Q: 3 clusters Score -2249265 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2249652.750000 Penalty: 3198.420410
	Iteration 7Q: 3 clusters Score -2249653 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2250179.750000 Penalty: 3198.420410
	Iteration 8Q: 3 clusters Score -2250180 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2250836.000000 Penalty: 3198.420410
	Iteration 9F: 3 clusters Score -2250836 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2251514.000000 Penalty: 3198.420410
	Iteration 10F: 3 clusters Score -2251514 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2252137.500000 Penalty: 3198.420410
	Iteration 11Q: 3 clusters Score -2252138 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2252630.250000 Penalty: 3198.420410
	Iteration 12Q: 3 clusters Score -2252630 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2252981.000000 Penalty: 3198.420410
	Iteration 13Q: 3 clusters Score -2252981 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2253274.250000 Penalty: 3198.420410
	Iteration 14Q: 3 clusters Score -2253274 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2253546.500000 Penalty: 3198.420410
	Iteration 15Q: 3 clusters Score -2253546 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2253807.250000 Penalty: 3198.420410
	Iteration 16Q: 3 clusters Score -2253807 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2254077.250000 Penalty: 3198.420410
	Iteration 17Q: 3 clusters Score -2254077 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2254272.250000 Penalty: 3198.420410
	Iteration 18Q: 3 clusters Score -2254272 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2254431.250000 Penalty: 3198.420410
	Iteration 19Q: 3 clusters Score -2254431 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2254552.750000 Penalty: 3198.420410
	Iteration 20F: 3 clusters Score -2254553 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2254639.500000 Penalty: 3198.420410
	Iteration 21Q: 3 clusters Score -2254640 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2254690.500000 Penalty: 3198.420410
	Iteration 22Q: 3 clusters Score -2254690 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2254718.750000 Penalty: 3198.420410
	Iteration 23Q: 3 clusters Score -2254719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2254749.750000 Penalty: 3198.420410
	Iteration 24Q: 3 clusters Score -2254750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2254772.000000 Penalty: 3198.420410
	Iteration 25Q: 3 clusters Score -2254772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2254781.500000 Penalty: 3198.420410
	Iteration 26Q: 3 clusters Score -2254782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2254790.750000 Penalty: 3198.420410
	Iteration 27Q: 3 clusters Score -2254791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2254800.500000 Penalty: 3198.420410
	Iteration 28Q: 3 clusters Score -2254800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2254811.500000 Penalty: 3198.420410
	Iteration 29Q: 3 clusters Score -2254812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2254815.750000 Penalty: 3198.420410
	Iteration 30Q: 3 clusters Score -2254816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2254827.750000 Penalty: 3198.420410
	Iteration 31Q: 3 clusters Score -2254828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2254832.250000 Penalty: 3198.420410
	Iteration 32Q: 3 clusters Score -2254832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2254842.750000 Penalty: 3198.420410
	Iteration 33Q: 3 clusters Score -2254843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2254845.750000 Penalty: 3198.420410
	Iteration 34Q: 3 clusters Score -2254846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2254847.750000 Penalty: 3198.420410
	Iteration 35Q: 3 clusters Score -2254848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2254853.500000 Penalty: 3198.420410
	Iteration 36Q: 3 clusters Score -2254854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2254854.750000 Penalty: 3198.420410
	Iteration 37Q: 3 clusters Score -2254855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2254859.250000 Penalty: 3198.420410
	Iteration 38Q: 3 clusters Score -2254859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2254859.750000 Penalty: 3198.420410
	Iteration 39Q: 3 clusters Score -2254860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2254863.000000 Penalty: 3198.420410
	Iteration 40F: 3 clusters Score -2254863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2254865.750000 Penalty: 3198.420410
	Iteration 41Q: 3 clusters Score -2254866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2254868.500000 Penalty: 3198.420410
	Iteration 42Q: 3 clusters Score -2254868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2254872.750000 Penalty: 3198.420410
	Iteration 43Q: 3 clusters Score -2254873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2254883.000000 Penalty: 3198.420410
	Iteration 44Q: 3 clusters Score -2254883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2254889.500000 Penalty: 3198.420410
	Iteration 45Q: 3 clusters Score -2254890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2254889.250000 Penalty: 3198.420410
	Iteration 46Q: 3 clusters Score -2254889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2254892.000000 Penalty: 3198.420410
	Iteration 47Q: 3 clusters Score -2254892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2254890.500000 Penalty: 3198.420410
	Iteration 48Q: 3 clusters Score -2254890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2254900.000000 Penalty: 3198.420410
	Iteration 49Q: 3 clusters Score -2254900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2254902.500000 Penalty: 3198.420410
	Iteration 50Q: 3 clusters Score -2254902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2254906.500000 Penalty: 3198.420410
	Iteration 51Q: 3 clusters Score -2254906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2254909.250000 Penalty: 3198.420410
	Iteration 52Q: 3 clusters Score -2254909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2254911.750000 Penalty: 3198.420410
	Iteration 53Q: 3 clusters Score -2254912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2254912.000000 Penalty: 3198.420410
	Iteration 54Q: 3 clusters Score -2254912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2254913.250000 Penalty: 3198.420410
	Iteration 55Q: 3 clusters Score -2254913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2254911.000000 Penalty: 3198.420410
	Iteration 56Q: 3 clusters Score -2254911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2254912.000000 Penalty: 3198.420410
	Iteration 57Q: 3 clusters Score -2254912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2254911.250000 Penalty: 3198.420410
	Iteration 58Q: 3 clusters Score -2254911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2254914.000000 Penalty: 3198.420410
	Iteration 59Q: 3 clusters Score -2254914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2254910.250000 Penalty: 3198.420410
	Iteration 60F: 3 clusters Score -2254910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2254914.750000 Penalty: 3198.420410
	Iteration 61Q: 3 clusters Score -2254915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2254913.500000 Penalty: 3198.420410
	Iteration 62Q: 3 clusters Score -2254914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2254916.750000 Penalty: 3198.420410
	Iteration 63Q: 3 clusters Score -2254917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2254918.000000 Penalty: 3198.420410
	Iteration 64Q: 3 clusters Score -2254918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2254919.500000 Penalty: 3198.420410
	Iteration 65Q: 3 clusters Score -2254920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2254919.500000 Penalty: 3198.420410
	Iteration 66Q: 3 clusters Score -2254920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2254918.750000 Penalty: 3198.420410
	Iteration 67Q: 3 clusters Score -2254919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2254920.250000 Penalty: 3198.420410
	Iteration 68Q: 3 clusters Score -2254920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2254915.000000 Penalty: 3198.420410
	Iteration 69Q: 3 clusters Score -2254915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2254918.750000 Penalty: 3198.420410
	Iteration 70Q: 3 clusters Score -2254919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2254919.750000 Penalty: 3198.420410
	Iteration 71Q: 3 clusters Score -2254920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2254923.750000 Penalty: 3198.420410
	Iteration 72Q: 3 clusters Score -2254924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2254927.250000 Penalty: 3198.420410
	Iteration 73Q: 3 clusters Score -2254927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2254928.000000 Penalty: 3198.420410
	Iteration 74Q: 3 clusters Score -2254928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2254927.250000 Penalty: 3198.420410
	Iteration 75Q: 3 clusters Score -2254927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2254927.750000 Penalty: 3198.420410
	Iteration 76Q: 3 clusters Score -2254928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2254927.000000 Penalty: 3198.420410
	Iteration 77Q: 3 clusters Score -2254927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2254926.250000 Penalty: 3198.420410
	Iteration 78Q: 3 clusters Score -2254926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2254926.250000 Penalty: 3198.420410
	Iteration 79F: 3 clusters Score -2254926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -198940.609375 Penalty: 1217.029541
	Iteration 0F: 2 clusters Score -198940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -196997.265625 Penalty: 2434.059082
	Iteration 0F: 3 clusters Score -196997.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -197573.937500 Penalty: 2434.059082
	Iteration 1F: 3 clusters Score -197573.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -197954.390625 Penalty: 2434.059082
	Iteration 2F: 3 clusters Score -197954.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -198352.093750 Penalty: 2434.059082
	Iteration 3F: 3 clusters Score -198352.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -198697.093750 Penalty: 2434.059082
	Iteration 4F: 3 clusters Score -198697.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -198882.609375 Penalty: 2434.059082
	Iteration 5F: 3 clusters Score -198882.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -198955.875000 Penalty: 2434.059082
	Iteration 6Q: 3 clusters Score -198955.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -198996.421875 Penalty: 2434.059082
	Iteration 7Q: 3 clusters Score -198996.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -199008.484375 Penalty: 2434.059082
	Iteration 8Q: 3 clusters Score -199008.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -199013.890625 Penalty: 2434.059082
	Iteration 9Q: 3 clusters Score -199013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -199018.062500 Penalty: 2434.059082
	Iteration 10Q: 3 clusters Score -199018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -199020.109375 Penalty: 2434.059082
	Iteration 11Q: 3 clusters Score -199020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -199021.562500 Penalty: 2434.059082
	Iteration 12Q: 3 clusters Score -199021.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -199022.906250 Penalty: 2434.059082
	Iteration 13Q: 3 clusters Score -199022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -199023.593750 Penalty: 2434.059082
	Iteration 14Q: 3 clusters Score -199023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -199023.593750 Penalty: 2434.059082
	Iteration 15F: 3 clusters Score -199023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42198 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 48418 members 
Mstep: Class 10 contains 18794 members 
Mstep: Class 11 contains 769 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82213 members 
Mstep: Class 14 contains 14846 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 19066 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84183 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92569 members 
Mstep: Class 22 contains 91295 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90420 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90414 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87045 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28820 members 
Mstep: Class 32 contains 485 members 
Mstep: Class 33 contains 1020 members 
Entering Unmasked Estep 
Score: -102228208.000000 Penalty: 73158.421875
Splitting cluster 11 changes total score from -102229128.000000 to -102228208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -11760.439453 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11760.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11137.536133 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -11137.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11436.923828 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -11436.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11739.112305 Penalty: 1760.232666
	Iteration 2F: 3 clusters Score -11739.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11779.676758 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -11779.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11797.838867 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -11797.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11818.275391 Penalty: 1760.232666
	Iteration 5Q: 3 clusters Score -11818.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11823.507812 Penalty: 1760.232666
	Iteration 6Q: 3 clusters Score -11823.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11825.273438 Penalty: 1760.232666
	Iteration 7Q: 3 clusters Score -11825.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11825.273438 Penalty: 1760.232666
	Iteration 8F: 3 clusters Score -11825.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42198 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 48418 members 
Mstep: Class 10 contains 18794 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 155 members 
Mstep: Class 13 contains 82213 members 
Mstep: Class 14 contains 14846 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 19066 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84183 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92569 members 
Mstep: Class 22 contains 91295 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90420 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90414 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87045 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28820 members 
Mstep: Class 32 contains 485 members 
Mstep: Class 33 contains 70 members 
Entering Unmasked Estep 
Score: -102227880.000000 Penalty: 73158.421875
Splitting cluster 12 changes total score from -102229128.000000 to -102227880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (82213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Entering Unmasked Estep 
Score: -10193753.000000 Penalty: 1839.023682
	Iteration 0F: 2 clusters Score -1.019375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -10139198.000000 Penalty: 3678.047363
	Iteration 0F: 3 clusters Score -1.01392e+07 nChanged 39172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -10161845.000000 Penalty: 3678.047363
	Iteration 1F: 3 clusters Score -1.016184e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -10162406.000000 Penalty: 3678.047363
	Iteration 2Q: 3 clusters Score -1.016241e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -10163079.000000 Penalty: 3678.047363
	Iteration 3Q: 3 clusters Score -1.016308e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -10164035.000000 Penalty: 3678.047363
	Iteration 4Q: 3 clusters Score -1.016404e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -10165478.000000 Penalty: 3678.047363
	Iteration 5Q: 3 clusters Score -1.016548e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -10168107.000000 Penalty: 3678.047363
	Iteration 6F: 3 clusters Score -1.016811e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -10172322.000000 Penalty: 3678.047363
	Iteration 7F: 3 clusters Score -1.017232e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -10178057.000000 Penalty: 3678.047363
	Iteration 8F: 3 clusters Score -1.017806e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -10183832.000000 Penalty: 3678.047363
	Iteration 9F: 3 clusters Score -1.018383e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -10188245.000000 Penalty: 3678.047363
	Iteration 10F: 3 clusters Score -1.018824e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10190528.000000 Penalty: 3678.047363
	Iteration 11Q: 3 clusters Score -1.019053e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -10191446.000000 Penalty: 3678.047363
	Iteration 12Q: 3 clusters Score -1.019145e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10191854.000000 Penalty: 3678.047363
	Iteration 13Q: 3 clusters Score -1.019185e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10192105.000000 Penalty: 3678.047363
	Iteration 14Q: 3 clusters Score -1.01921e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10192225.000000 Penalty: 3678.047363
	Iteration 15Q: 3 clusters Score -1.019222e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10192358.000000 Penalty: 3678.047363
	Iteration 16Q: 3 clusters Score -1.019236e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10192466.000000 Penalty: 3678.047363
	Iteration 17Q: 3 clusters Score -1.019247e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10192507.000000 Penalty: 3678.047363
	Iteration 18Q: 3 clusters Score -1.019251e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81670 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10192537.000000 Penalty: 3678.047363
	Iteration 19Q: 3 clusters Score -1.019254e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10192564.000000 Penalty: 3678.047363
	Iteration 20F: 3 clusters Score -1.019256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81645 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10192577.000000 Penalty: 3678.047363
	Iteration 21Q: 3 clusters Score -1.019258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10192582.000000 Penalty: 3678.047363
	Iteration 22Q: 3 clusters Score -1.019258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10192595.000000 Penalty: 3678.047363
	Iteration 23Q: 3 clusters Score -1.01926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10192594.000000 Penalty: 3678.047363
	Iteration 24Q: 3 clusters Score -1.019259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10192598.000000 Penalty: 3678.047363
	Iteration 25Q: 3 clusters Score -1.01926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10192607.000000 Penalty: 3678.047363
	Iteration 26Q: 3 clusters Score -1.019261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10192618.000000 Penalty: 3678.047363
	Iteration 27Q: 3 clusters Score -1.019262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10192612.000000 Penalty: 3678.047363
	Iteration 28Q: 3 clusters Score -1.019261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10192612.000000 Penalty: 3678.047363
	Iteration 29Q: 3 clusters Score -1.019261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10192616.000000 Penalty: 3678.047363
	Iteration 30Q: 3 clusters Score -1.019262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10192612.000000 Penalty: 3678.047363
	Iteration 31Q: 3 clusters Score -1.019261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10192612.000000 Penalty: 3678.047363
	Iteration 32F: 3 clusters Score -1.019261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Entering Unmasked Estep 
Score: -1845598.250000 Penalty: 1560.891479
	Iteration 0F: 2 clusters Score -1845598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1835338.750000 Penalty: 3121.782959
	Iteration 0F: 3 clusters Score -1835339 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1838874.625000 Penalty: 3121.782959
	Iteration 1F: 3 clusters Score -1838875 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1839107.500000 Penalty: 3121.782959
	Iteration 2Q: 3 clusters Score -1839108 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1839292.750000 Penalty: 3121.782959
	Iteration 3Q: 3 clusters Score -1839293 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1839463.000000 Penalty: 3121.782959
	Iteration 4Q: 3 clusters Score -1839463 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1839648.375000 Penalty: 3121.782959
	Iteration 5Q: 3 clusters Score -1839648 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1839882.250000 Penalty: 3121.782959
	Iteration 6Q: 3 clusters Score -1839882 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1840186.500000 Penalty: 3121.782959
	Iteration 7Q: 3 clusters Score -1840186 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1840604.875000 Penalty: 3121.782959
	Iteration 8Q: 3 clusters Score -1840605 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1841173.625000 Penalty: 3121.782959
	Iteration 9Q: 3 clusters Score -1841174 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1841740.750000 Penalty: 3121.782959
	Iteration 10Q: 3 clusters Score -1841741 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1842222.750000 Penalty: 3121.782959
	Iteration 11Q: 3 clusters Score -1842223 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1842515.500000 Penalty: 3121.782959
	Iteration 12Q: 3 clusters Score -1842516 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1842692.000000 Penalty: 3121.782959
	Iteration 13Q: 3 clusters Score -1842692 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1842782.000000 Penalty: 3121.782959
	Iteration 14Q: 3 clusters Score -1842782 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1842837.750000 Penalty: 3121.782959
	Iteration 15Q: 3 clusters Score -1842838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1842875.250000 Penalty: 3121.782959
	Iteration 16Q: 3 clusters Score -1842875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1842909.875000 Penalty: 3121.782959
	Iteration 17Q: 3 clusters Score -1842910 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1842935.250000 Penalty: 3121.782959
	Iteration 18Q: 3 clusters Score -1842935 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1842955.625000 Penalty: 3121.782959
	Iteration 19Q: 3 clusters Score -1842956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1842972.000000 Penalty: 3121.782959
	Iteration 20F: 3 clusters Score -1842972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1842989.125000 Penalty: 3121.782959
	Iteration 21Q: 3 clusters Score -1842989 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1843004.750000 Penalty: 3121.782959
	Iteration 22Q: 3 clusters Score -1843005 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1843020.625000 Penalty: 3121.782959
	Iteration 23Q: 3 clusters Score -1843021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1843034.125000 Penalty: 3121.782959
	Iteration 24Q: 3 clusters Score -1843034 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1843045.750000 Penalty: 3121.782959
	Iteration 25Q: 3 clusters Score -1843046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1843055.875000 Penalty: 3121.782959
	Iteration 26Q: 3 clusters Score -1843056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1843073.250000 Penalty: 3121.782959
	Iteration 27Q: 3 clusters Score -1843073 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1843089.375000 Penalty: 3121.782959
	Iteration 28Q: 3 clusters Score -1843089 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1843112.125000 Penalty: 3121.782959
	Iteration 29Q: 3 clusters Score -1843112 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1843128.000000 Penalty: 3121.782959
	Iteration 30Q: 3 clusters Score -1843128 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1843151.125000 Penalty: 3121.782959
	Iteration 31Q: 3 clusters Score -1843151 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1843179.375000 Penalty: 3121.782959
	Iteration 32Q: 3 clusters Score -1843179 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1843203.250000 Penalty: 3121.782959
	Iteration 33Q: 3 clusters Score -1843203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1843232.125000 Penalty: 3121.782959
	Iteration 34Q: 3 clusters Score -1843232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1843255.375000 Penalty: 3121.782959
	Iteration 35Q: 3 clusters Score -1843255 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1843280.125000 Penalty: 3121.782959
	Iteration 36Q: 3 clusters Score -1843280 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1843300.250000 Penalty: 3121.782959
	Iteration 37Q: 3 clusters Score -1843300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1843319.250000 Penalty: 3121.782959
	Iteration 38Q: 3 clusters Score -1843319 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1843363.250000 Penalty: 3121.782959
	Iteration 39Q: 3 clusters Score -1843363 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1843410.875000 Penalty: 3121.782959
	Iteration 40F: 3 clusters Score -1843411 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1843461.250000 Penalty: 3121.782959
	Iteration 41Q: 3 clusters Score -1843461 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1843510.375000 Penalty: 3121.782959
	Iteration 42Q: 3 clusters Score -1843510 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1843547.875000 Penalty: 3121.782959
	Iteration 43Q: 3 clusters Score -1843548 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1843593.375000 Penalty: 3121.782959
	Iteration 44Q: 3 clusters Score -1843593 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1843637.500000 Penalty: 3121.782959
	Iteration 45Q: 3 clusters Score -1843638 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1843680.125000 Penalty: 3121.782959
	Iteration 46Q: 3 clusters Score -1843680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1843718.875000 Penalty: 3121.782959
	Iteration 47Q: 3 clusters Score -1843719 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1843743.375000 Penalty: 3121.782959
	Iteration 48Q: 3 clusters Score -1843743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1843761.125000 Penalty: 3121.782959
	Iteration 49Q: 3 clusters Score -1843761 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1843791.875000 Penalty: 3121.782959
	Iteration 50Q: 3 clusters Score -1843792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1843815.500000 Penalty: 3121.782959
	Iteration 51Q: 3 clusters Score -1843816 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1843846.875000 Penalty: 3121.782959
	Iteration 52Q: 3 clusters Score -1843847 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1843884.750000 Penalty: 3121.782959
	Iteration 53Q: 3 clusters Score -1843885 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1843932.125000 Penalty: 3121.782959
	Iteration 54Q: 3 clusters Score -1843932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1843975.875000 Penalty: 3121.782959
	Iteration 55Q: 3 clusters Score -1843976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1844022.375000 Penalty: 3121.782959
	Iteration 56Q: 3 clusters Score -1844022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1844064.250000 Penalty: 3121.782959
	Iteration 57Q: 3 clusters Score -1844064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1844098.000000 Penalty: 3121.782959
	Iteration 58Q: 3 clusters Score -1844098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1844120.000000 Penalty: 3121.782959
	Iteration 59Q: 3 clusters Score -1844120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1844139.125000 Penalty: 3121.782959
	Iteration 60F: 3 clusters Score -1844139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1844153.375000 Penalty: 3121.782959
	Iteration 61Q: 3 clusters Score -1844153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1844163.250000 Penalty: 3121.782959
	Iteration 62Q: 3 clusters Score -1844163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1844168.375000 Penalty: 3121.782959
	Iteration 63Q: 3 clusters Score -1844168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1844172.250000 Penalty: 3121.782959
	Iteration 64Q: 3 clusters Score -1844172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1844178.625000 Penalty: 3121.782959
	Iteration 65Q: 3 clusters Score -1844179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1844181.375000 Penalty: 3121.782959
	Iteration 66Q: 3 clusters Score -1844181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1844185.125000 Penalty: 3121.782959
	Iteration 67Q: 3 clusters Score -1844185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1844187.375000 Penalty: 3121.782959
	Iteration 68Q: 3 clusters Score -1844187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1844191.500000 Penalty: 3121.782959
	Iteration 69Q: 3 clusters Score -1844192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1844191.750000 Penalty: 3121.782959
	Iteration 70Q: 3 clusters Score -1844192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1844197.375000 Penalty: 3121.782959
	Iteration 71Q: 3 clusters Score -1844197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1844197.625000 Penalty: 3121.782959
	Iteration 72Q: 3 clusters Score -1844198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1844198.250000 Penalty: 3121.782959
	Iteration 73Q: 3 clusters Score -1844198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1844198.250000 Penalty: 3121.782959
	Iteration 74F: 3 clusters Score -1844198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -556968.687500 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -556968.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -553180.562500 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -553180.6 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -554255.500000 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -554255.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -554450.562500 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -554450.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -554598.437500 Penalty: 2745.200439
	Iteration 3F: 3 clusters Score -554598.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -554706.937500 Penalty: 2745.200439
	Iteration 4Q: 3 clusters Score -554706.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -554785.875000 Penalty: 2745.200439
	Iteration 5Q: 3 clusters Score -554785.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -554860.500000 Penalty: 2745.200439
	Iteration 6Q: 3 clusters Score -554860.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -554924.000000 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -554924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -554978.625000 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -554978.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -555021.062500 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -555021.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -555065.000000 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -555065 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -555108.625000 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -555108.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -555147.750000 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -555147.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -555185.875000 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -555185.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -555223.000000 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -555223 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -555256.500000 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -555256.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -555283.187500 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -555283.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -555301.937500 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -555301.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -555315.250000 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -555315.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -555330.125000 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -555330.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -555342.812500 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -555342.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -555360.562500 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -555360.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -555373.125000 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -555373.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -555387.625000 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -555387.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -555405.937500 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -555405.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -555422.562500 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -555422.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -555437.000000 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -555437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -555445.937500 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -555445.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -555453.125000 Penalty: 2745.200439
	Iteration 28Q: 3 clusters Score -555453.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -555463.687500 Penalty: 2745.200439
	Iteration 29Q: 3 clusters Score -555463.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -555472.312500 Penalty: 2745.200439
	Iteration 30Q: 3 clusters Score -555472.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -555477.250000 Penalty: 2745.200439
	Iteration 31Q: 3 clusters Score -555477.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -555485.500000 Penalty: 2745.200439
	Iteration 32Q: 3 clusters Score -555485.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -555498.062500 Penalty: 2745.200439
	Iteration 33Q: 3 clusters Score -555498.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -555507.812500 Penalty: 2745.200439
	Iteration 34Q: 3 clusters Score -555507.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -555511.312500 Penalty: 2745.200439
	Iteration 35Q: 3 clusters Score -555511.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -555517.125000 Penalty: 2745.200439
	Iteration 36Q: 3 clusters Score -555517.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -555523.312500 Penalty: 2745.200439
	Iteration 37Q: 3 clusters Score -555523.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -555529.375000 Penalty: 2745.200439
	Iteration 38Q: 3 clusters Score -555529.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -555536.937500 Penalty: 2745.200439
	Iteration 39Q: 3 clusters Score -555536.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -555540.875000 Penalty: 2745.200439
	Iteration 40F: 3 clusters Score -555540.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -555545.562500 Penalty: 2745.200439
	Iteration 41Q: 3 clusters Score -555545.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -555551.187500 Penalty: 2745.200439
	Iteration 42Q: 3 clusters Score -555551.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -555553.812500 Penalty: 2745.200439
	Iteration 43Q: 3 clusters Score -555553.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -555557.437500 Penalty: 2745.200439
	Iteration 44Q: 3 clusters Score -555557.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -555559.125000 Penalty: 2745.200439
	Iteration 45Q: 3 clusters Score -555559.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -555561.750000 Penalty: 2745.200439
	Iteration 46Q: 3 clusters Score -555561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -555562.375000 Penalty: 2745.200439
	Iteration 47Q: 3 clusters Score -555562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -555564.750000 Penalty: 2745.200439
	Iteration 48Q: 3 clusters Score -555564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -555565.375000 Penalty: 2745.200439
	Iteration 49Q: 3 clusters Score -555565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -555567.437500 Penalty: 2745.200439
	Iteration 50Q: 3 clusters Score -555567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -555567.875000 Penalty: 2745.200439
	Iteration 51Q: 3 clusters Score -555567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -555569.000000 Penalty: 2745.200439
	Iteration 52Q: 3 clusters Score -555569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -555569.625000 Penalty: 2745.200439
	Iteration 53Q: 3 clusters Score -555569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -555570.875000 Penalty: 2745.200439
	Iteration 54Q: 3 clusters Score -555570.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -555570.875000 Penalty: 2745.200439
	Iteration 55F: 3 clusters Score -555570.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Entering Unmasked Estep 
Score: -2297622.750000 Penalty: 1601.545166
	Iteration 0F: 2 clusters Score -2297623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2284642.500000 Penalty: 3203.090332
	Iteration 0F: 3 clusters Score -2284642 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2289357.750000 Penalty: 3203.090332
	Iteration 1F: 3 clusters Score -2289358 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2289763.750000 Penalty: 3203.090332
	Iteration 2F: 3 clusters Score -2289764 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2290201.000000 Penalty: 3203.090332
	Iteration 3F: 3 clusters Score -2290201 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2290689.250000 Penalty: 3203.090332
	Iteration 4Q: 3 clusters Score -2290689 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2291268.250000 Penalty: 3203.090332
	Iteration 5F: 3 clusters Score -2291268 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2291989.250000 Penalty: 3203.090332
	Iteration 6F: 3 clusters Score -2291989 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2292755.750000 Penalty: 3203.090332
	Iteration 7F: 3 clusters Score -2292756 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2293482.750000 Penalty: 3203.090332
	Iteration 8F: 3 clusters Score -2293483 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2294113.750000 Penalty: 3203.090332
	Iteration 9Q: 3 clusters Score -2294114 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2294652.000000 Penalty: 3203.090332
	Iteration 10Q: 3 clusters Score -2294652 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2295070.000000 Penalty: 3203.090332
	Iteration 11Q: 3 clusters Score -2295070 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2295448.000000 Penalty: 3203.090332
	Iteration 12Q: 3 clusters Score -2295448 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2295768.000000 Penalty: 3203.090332
	Iteration 13Q: 3 clusters Score -2295768 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2296022.750000 Penalty: 3203.090332
	Iteration 14Q: 3 clusters Score -2296023 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2296221.000000 Penalty: 3203.090332
	Iteration 15Q: 3 clusters Score -2296221 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2296388.000000 Penalty: 3203.090332
	Iteration 16Q: 3 clusters Score -2296388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2296475.750000 Penalty: 3203.090332
	Iteration 17Q: 3 clusters Score -2296476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2296532.750000 Penalty: 3203.090332
	Iteration 18Q: 3 clusters Score -2296533 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2296570.750000 Penalty: 3203.090332
	Iteration 19Q: 3 clusters Score -2296571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2296605.000000 Penalty: 3203.090332
	Iteration 20F: 3 clusters Score -2296605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2296629.000000 Penalty: 3203.090332
	Iteration 21Q: 3 clusters Score -2296629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2296640.000000 Penalty: 3203.090332
	Iteration 22Q: 3 clusters Score -2296640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2296655.000000 Penalty: 3203.090332
	Iteration 23Q: 3 clusters Score -2296655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2296667.250000 Penalty: 3203.090332
	Iteration 24Q: 3 clusters Score -2296667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2296680.500000 Penalty: 3203.090332
	Iteration 25Q: 3 clusters Score -2296680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2296691.500000 Penalty: 3203.090332
	Iteration 26Q: 3 clusters Score -2296692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2296696.500000 Penalty: 3203.090332
	Iteration 27Q: 3 clusters Score -2296696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2296702.000000 Penalty: 3203.090332
	Iteration 28Q: 3 clusters Score -2296702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2296711.250000 Penalty: 3203.090332
	Iteration 29Q: 3 clusters Score -2296711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2296714.500000 Penalty: 3203.090332
	Iteration 30Q: 3 clusters Score -2296714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2296721.500000 Penalty: 3203.090332
	Iteration 31Q: 3 clusters Score -2296722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2296727.000000 Penalty: 3203.090332
	Iteration 32Q: 3 clusters Score -2296727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2296733.500000 Penalty: 3203.090332
	Iteration 33Q: 3 clusters Score -2296734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2296733.250000 Penalty: 3203.090332
	Iteration 34Q: 3 clusters Score -2296733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2296734.000000 Penalty: 3203.090332
	Iteration 35Q: 3 clusters Score -2296734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2296734.500000 Penalty: 3203.090332
	Iteration 36Q: 3 clusters Score -2296734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2296735.500000 Penalty: 3203.090332
	Iteration 37Q: 3 clusters Score -2296736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2296734.500000 Penalty: 3203.090332
	Iteration 38Q: 3 clusters Score -2296734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2296734.500000 Penalty: 3203.090332
	Iteration 39F: 3 clusters Score -2296734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -299457.062500 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -299457.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -297035.125000 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -297035.1 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -297796.562500 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -297796.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -298175.843750 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -298175.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -298487.562500 Penalty: 2552.926025
	Iteration 3F: 3 clusters Score -298487.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -298734.218750 Penalty: 2552.926025
	Iteration 4F: 3 clusters Score -298734.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -298965.000000 Penalty: 2552.926025
	Iteration 5F: 3 clusters Score -298965 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -299130.843750 Penalty: 2552.926025
	Iteration 6Q: 3 clusters Score -299130.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -299246.437500 Penalty: 2552.926025
	Iteration 7Q: 3 clusters Score -299246.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -299313.812500 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -299313.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -299361.468750 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -299361.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -299389.718750 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -299389.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -299405.687500 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -299405.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -299416.218750 Penalty: 2552.926025
	Iteration 12Q: 3 clusters Score -299416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -299424.968750 Penalty: 2552.926025
	Iteration 13Q: 3 clusters Score -299425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -299431.875000 Penalty: 2552.926025
	Iteration 14Q: 3 clusters Score -299431.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -299437.593750 Penalty: 2552.926025
	Iteration 15Q: 3 clusters Score -299437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -299443.218750 Penalty: 2552.926025
	Iteration 16Q: 3 clusters Score -299443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -299448.343750 Penalty: 2552.926025
	Iteration 17Q: 3 clusters Score -299448.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -299451.062500 Penalty: 2552.926025
	Iteration 18Q: 3 clusters Score -299451.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -299453.687500 Penalty: 2552.926025
	Iteration 19Q: 3 clusters Score -299453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -299454.625000 Penalty: 2552.926025
	Iteration 20F: 3 clusters Score -299454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -299455.562500 Penalty: 2552.926025
	Iteration 21Q: 3 clusters Score -299455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -299456.375000 Penalty: 2552.926025
	Iteration 22Q: 3 clusters Score -299456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -299456.625000 Penalty: 2552.926025
	Iteration 23Q: 3 clusters Score -299456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -299456.625000 Penalty: 2552.926025
	Iteration 24F: 3 clusters Score -299456.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Entering Unmasked Estep 
Score: -10590137.000000 Penalty: 1842.871582
	Iteration 0F: 2 clusters Score -1.059014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -10536275.000000 Penalty: 3685.743164
	Iteration 0F: 3 clusters Score -1.053628e+07 nChanged 39994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -10558984.000000 Penalty: 3685.743164
	Iteration 1F: 3 clusters Score -1.055898e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -10559508.000000 Penalty: 3685.743164
	Iteration 2Q: 3 clusters Score -1.055951e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -10560256.000000 Penalty: 3685.743164
	Iteration 3Q: 3 clusters Score -1.056026e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -10561454.000000 Penalty: 3685.743164
	Iteration 4Q: 3 clusters Score -1.056145e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -10563440.000000 Penalty: 3685.743164
	Iteration 5Q: 3 clusters Score -1.056344e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -10566747.000000 Penalty: 3685.743164
	Iteration 6F: 3 clusters Score -1.056675e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -10571512.000000 Penalty: 3685.743164
	Iteration 7F: 3 clusters Score -1.057151e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -10576801.000000 Penalty: 3685.743164
	Iteration 8F: 3 clusters Score -1.05768e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -10580651.000000 Penalty: 3685.743164
	Iteration 9F: 3 clusters Score -1.058065e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -10582445.000000 Penalty: 3685.743164
	Iteration 10Q: 3 clusters Score -1.058244e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -10583312.000000 Penalty: 3685.743164
	Iteration 11Q: 3 clusters Score -1.058331e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -10583897.000000 Penalty: 3685.743164
	Iteration 12Q: 3 clusters Score -1.05839e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -10584428.000000 Penalty: 3685.743164
	Iteration 13Q: 3 clusters Score -1.058443e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -10584917.000000 Penalty: 3685.743164
	Iteration 14Q: 3 clusters Score -1.058492e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -10585330.000000 Penalty: 3685.743164
	Iteration 15Q: 3 clusters Score -1.058533e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -10585723.000000 Penalty: 3685.743164
	Iteration 16Q: 3 clusters Score -1.058572e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -10586098.000000 Penalty: 3685.743164
	Iteration 17Q: 3 clusters Score -1.05861e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -10586411.000000 Penalty: 3685.743164
	Iteration 18Q: 3 clusters Score -1.058641e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -10586645.000000 Penalty: 3685.743164
	Iteration 19Q: 3 clusters Score -1.058664e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -10586963.000000 Penalty: 3685.743164
	Iteration 20F: 3 clusters Score -1.058696e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -10587189.000000 Penalty: 3685.743164
	Iteration 21Q: 3 clusters Score -1.058719e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -10587419.000000 Penalty: 3685.743164
	Iteration 22Q: 3 clusters Score -1.058742e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -10587598.000000 Penalty: 3685.743164
	Iteration 23Q: 3 clusters Score -1.05876e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -10587813.000000 Penalty: 3685.743164
	Iteration 24Q: 3 clusters Score -1.058781e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -10588000.000000 Penalty: 3685.743164
	Iteration 25Q: 3 clusters Score -1.0588e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -10588159.000000 Penalty: 3685.743164
	Iteration 26Q: 3 clusters Score -1.058816e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -10588429.000000 Penalty: 3685.743164
	Iteration 27Q: 3 clusters Score -1.058843e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -10588615.000000 Penalty: 3685.743164
	Iteration 28Q: 3 clusters Score -1.058862e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -10588695.000000 Penalty: 3685.743164
	Iteration 29Q: 3 clusters Score -1.05887e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -10588837.000000 Penalty: 3685.743164
	Iteration 30Q: 3 clusters Score -1.058884e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -10588858.000000 Penalty: 3685.743164
	Iteration 31Q: 3 clusters Score -1.058886e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -10588841.000000 Penalty: 3685.743164
	Iteration 32Q: 3 clusters Score -1.058884e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -10588866.000000 Penalty: 3685.743164
	Iteration 33Q: 3 clusters Score -1.058887e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 81756 members 
Entering Unmasked Estep 
Score: -10588979.000000 Penalty: 3685.743164
	Iteration 34Q: 3 clusters Score -1.058898e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -10588899.000000 Penalty: 3685.743164
	Iteration 35Q: 3 clusters Score -1.05889e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -10588871.000000 Penalty: 3685.743164
	Iteration 36Q: 3 clusters Score -1.058887e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -10588818.000000 Penalty: 3685.743164
	Iteration 37Q: 3 clusters Score -1.058882e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -10588808.000000 Penalty: 3685.743164
	Iteration 38Q: 3 clusters Score -1.058881e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -10588858.000000 Penalty: 3685.743164
	Iteration 39Q: 3 clusters Score -1.058886e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 83491 members 
Entering Unmasked Estep 
Score: -10588867.000000 Penalty: 3685.743164
	Iteration 40F: 3 clusters Score -1.058887e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 83593 members 
Entering Unmasked Estep 
Score: -10588878.000000 Penalty: 3685.743164
	Iteration 41Q: 3 clusters Score -1.058888e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -10588846.000000 Penalty: 3685.743164
	Iteration 42Q: 3 clusters Score -1.058885e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -10588841.000000 Penalty: 3685.743164
	Iteration 43Q: 3 clusters Score -1.058884e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -10588831.000000 Penalty: 3685.743164
	Iteration 44Q: 3 clusters Score -1.058883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -10588820.000000 Penalty: 3685.743164
	Iteration 45Q: 3 clusters Score -1.058882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -10588826.000000 Penalty: 3685.743164
	Iteration 46Q: 3 clusters Score -1.058883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -10588819.000000 Penalty: 3685.743164
	Iteration 47Q: 3 clusters Score -1.058882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -10588820.000000 Penalty: 3685.743164
	Iteration 48Q: 3 clusters Score -1.058882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -10588809.000000 Penalty: 3685.743164
	Iteration 49Q: 3 clusters Score -1.058881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -10588821.000000 Penalty: 3685.743164
	Iteration 50Q: 3 clusters Score -1.058882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -10588814.000000 Penalty: 3685.743164
	Iteration 51Q: 3 clusters Score -1.058881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -10588813.000000 Penalty: 3685.743164
	Iteration 52Q: 3 clusters Score -1.058881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -10588810.000000 Penalty: 3685.743164
	Iteration 53Q: 3 clusters Score -1.058881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -10588821.000000 Penalty: 3685.743164
	Iteration 54Q: 3 clusters Score -1.058882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -10588824.000000 Penalty: 3685.743164
	Iteration 55Q: 3 clusters Score -1.058882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 83841 members 
Entering Unmasked Estep 
Score: -10588829.000000 Penalty: 3685.743164
	Iteration 56Q: 3 clusters Score -1.058883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -10588805.000000 Penalty: 3685.743164
	Iteration 57Q: 3 clusters Score -1.05888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 83850 members 
Entering Unmasked Estep 
Score: -10588808.000000 Penalty: 3685.743164
	Iteration 58Q: 3 clusters Score -1.058881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -10588804.000000 Penalty: 3685.743164
	Iteration 59Q: 3 clusters Score -1.05888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 83854 members 
Entering Unmasked Estep 
Score: -10588802.000000 Penalty: 3685.743164
	Iteration 60F: 3 clusters Score -1.05888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -10588803.000000 Penalty: 3685.743164
	Iteration 61Q: 3 clusters Score -1.05888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -10588799.000000 Penalty: 3685.743164
	Iteration 62Q: 3 clusters Score -1.05888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -10588804.000000 Penalty: 3685.743164
	Iteration 63Q: 3 clusters Score -1.05888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 83860 members 
Entering Unmasked Estep 
Score: -10588801.000000 Penalty: 3685.743164
	Iteration 64Q: 3 clusters Score -1.05888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -10588802.000000 Penalty: 3685.743164
	Iteration 65Q: 3 clusters Score -1.05888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -10588810.000000 Penalty: 3685.743164
	Iteration 66Q: 3 clusters Score -1.058881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -10588810.000000 Penalty: 3685.743164
	Iteration 67F: 3 clusters Score -1.058881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -39862.539062 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39862.54 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 208 members 
Entering Unmasked Estep 
Score: -38904.843750 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38904.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39066.640625 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -39066.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39142.214844 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -39142.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39182.070312 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -39182.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39198.625000 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -39198.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39212.406250 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -39212.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39226.691406 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -39226.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39243.976562 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -39243.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39256.324219 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -39256.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39262.144531 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -39262.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39271.027344 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -39271.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39280.968750 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -39280.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39282.945312 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -39282.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39284.898438 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -39284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39295.308594 Penalty: 1936.488037
	Iteration 14Q: 3 clusters Score -39295.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39322.800781 Penalty: 1936.488037
	Iteration 15Q: 3 clusters Score -39322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39369.937500 Penalty: 1936.488037
	Iteration 16Q: 3 clusters Score -39369.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39405.195312 Penalty: 1936.488037
	Iteration 17Q: 3 clusters Score -39405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39413.378906 Penalty: 1936.488037
	Iteration 18Q: 3 clusters Score -39413.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39419.457031 Penalty: 1936.488037
	Iteration 19Q: 3 clusters Score -39419.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39421.667969 Penalty: 1936.488037
	Iteration 20F: 3 clusters Score -39421.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39427.265625 Penalty: 1936.488037
	Iteration 21Q: 3 clusters Score -39427.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39433.488281 Penalty: 1936.488037
	Iteration 22Q: 3 clusters Score -39433.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39462.777344 Penalty: 1936.488037
	Iteration 23Q: 3 clusters Score -39462.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39485.183594 Penalty: 1936.488037
	Iteration 24Q: 3 clusters Score -39485.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39520.136719 Penalty: 1936.488037
	Iteration 25Q: 3 clusters Score -39520.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39546.847656 Penalty: 1936.488037
	Iteration 26Q: 3 clusters Score -39546.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39579.191406 Penalty: 1936.488037
	Iteration 27Q: 3 clusters Score -39579.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39624.550781 Penalty: 1936.488037
	Iteration 28Q: 3 clusters Score -39624.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39631.171875 Penalty: 1936.488037
	Iteration 29Q: 3 clusters Score -39631.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39634.625000 Penalty: 1936.488037
	Iteration 30Q: 3 clusters Score -39634.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39634.625000 Penalty: 1936.488037
	Iteration 31F: 3 clusters Score -39634.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -135481.796875 Penalty: 1153.620239
	Iteration 0F: 2 clusters Score -135481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133878.328125 Penalty: 2307.240479
	Iteration 0F: 3 clusters Score -133878.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134199.265625 Penalty: 2307.240479
	Iteration 1F: 3 clusters Score -134199.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -134301.421875 Penalty: 2307.240479
	Iteration 2F: 3 clusters Score -134301.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134363.015625 Penalty: 2307.240479
	Iteration 3F: 3 clusters Score -134363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134404.484375 Penalty: 2307.240479
	Iteration 4Q: 3 clusters Score -134404.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -134426.671875 Penalty: 2307.240479
	Iteration 5Q: 3 clusters Score -134426.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -134436.484375 Penalty: 2307.240479
	Iteration 6Q: 3 clusters Score -134436.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -134448.750000 Penalty: 2307.240479
	Iteration 7Q: 3 clusters Score -134448.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -134460.375000 Penalty: 2307.240479
	Iteration 8Q: 3 clusters Score -134460.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -134470.484375 Penalty: 2307.240479
	Iteration 9Q: 3 clusters Score -134470.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -134472.593750 Penalty: 2307.240479
	Iteration 10Q: 3 clusters Score -134472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -134475.218750 Penalty: 2307.240479
	Iteration 11Q: 3 clusters Score -134475.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134478.515625 Penalty: 2307.240479
	Iteration 12Q: 3 clusters Score -134478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134482.421875 Penalty: 2307.240479
	Iteration 13Q: 3 clusters Score -134482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -134485.734375 Penalty: 2307.240479
	Iteration 14Q: 3 clusters Score -134485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134491.328125 Penalty: 2307.240479
	Iteration 15Q: 3 clusters Score -134491.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -134496.781250 Penalty: 2307.240479
	Iteration 16Q: 3 clusters Score -134496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134498.859375 Penalty: 2307.240479
	Iteration 17Q: 3 clusters Score -134498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -134502.500000 Penalty: 2307.240479
	Iteration 18Q: 3 clusters Score -134502.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134503.015625 Penalty: 2307.240479
	Iteration 19Q: 3 clusters Score -134503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134503.015625 Penalty: 2307.240479
	Iteration 20F: 3 clusters Score -134503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92569 members 
Entering Unmasked Estep 
Score: -11554905.000000 Penalty: 1858.302856
	Iteration 0F: 2 clusters Score -1.15549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -11496230.000000 Penalty: 3716.605713
	Iteration 0F: 3 clusters Score -1.149623e+07 nChanged 44335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -11522034.000000 Penalty: 3716.605713
	Iteration 1F: 3 clusters Score -1.152203e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -11522976.000000 Penalty: 3716.605713
	Iteration 2Q: 3 clusters Score -1.152298e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -11524525.000000 Penalty: 3716.605713
	Iteration 3Q: 3 clusters Score -1.152452e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -11527165.000000 Penalty: 3716.605713
	Iteration 4F: 3 clusters Score -1.152716e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -11531691.000000 Penalty: 3716.605713
	Iteration 5F: 3 clusters Score -1.153169e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -11537796.000000 Penalty: 3716.605713
	Iteration 6F: 3 clusters Score -1.15378e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -11543365.000000 Penalty: 3716.605713
	Iteration 7F: 3 clusters Score -1.154336e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -11546226.000000 Penalty: 3716.605713
	Iteration 8F: 3 clusters Score -1.154623e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -11547297.000000 Penalty: 3716.605713
	Iteration 9Q: 3 clusters Score -1.15473e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -11548068.000000 Penalty: 3716.605713
	Iteration 10Q: 3 clusters Score -1.154807e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -11548690.000000 Penalty: 3716.605713
	Iteration 11Q: 3 clusters Score -1.154869e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -11549332.000000 Penalty: 3716.605713
	Iteration 12Q: 3 clusters Score -1.154933e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -11549965.000000 Penalty: 3716.605713
	Iteration 13Q: 3 clusters Score -1.154996e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -11550607.000000 Penalty: 3716.605713
	Iteration 14Q: 3 clusters Score -1.155061e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -11551201.000000 Penalty: 3716.605713
	Iteration 15Q: 3 clusters Score -1.15512e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -11551801.000000 Penalty: 3716.605713
	Iteration 16Q: 3 clusters Score -1.15518e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -11552361.000000 Penalty: 3716.605713
	Iteration 17Q: 3 clusters Score -1.155236e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 81091 members 
Entering Unmasked Estep 
Score: -11552925.000000 Penalty: 3716.605713
	Iteration 18Q: 3 clusters Score -1.155292e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -11553194.000000 Penalty: 3716.605713
	Iteration 19Q: 3 clusters Score -1.155319e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -11553456.000000 Penalty: 3716.605713
	Iteration 20F: 3 clusters Score -1.155346e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -11553730.000000 Penalty: 3716.605713
	Iteration 21Q: 3 clusters Score -1.155373e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -11553989.000000 Penalty: 3716.605713
	Iteration 22Q: 3 clusters Score -1.155399e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 85868 members 
Entering Unmasked Estep 
Score: -11554112.000000 Penalty: 3716.605713
	Iteration 23Q: 3 clusters Score -1.155411e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -11554203.000000 Penalty: 3716.605713
	Iteration 24Q: 3 clusters Score -1.15542e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 87176 members 
Entering Unmasked Estep 
Score: -11554287.000000 Penalty: 3716.605713
	Iteration 25Q: 3 clusters Score -1.155429e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -11554339.000000 Penalty: 3716.605713
	Iteration 26Q: 3 clusters Score -1.155434e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -11554435.000000 Penalty: 3716.605713
	Iteration 27Q: 3 clusters Score -1.155444e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 88584 members 
Entering Unmasked Estep 
Score: -11554449.000000 Penalty: 3716.605713
	Iteration 28Q: 3 clusters Score -1.155445e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -11554460.000000 Penalty: 3716.605713
	Iteration 29Q: 3 clusters Score -1.155446e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -11554454.000000 Penalty: 3716.605713
	Iteration 30Q: 3 clusters Score -1.155445e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 89594 members 
Entering Unmasked Estep 
Score: -11554458.000000 Penalty: 3716.605713
	Iteration 31Q: 3 clusters Score -1.155446e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -11554399.000000 Penalty: 3716.605713
	Iteration 32Q: 3 clusters Score -1.15544e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -11554372.000000 Penalty: 3716.605713
	Iteration 33Q: 3 clusters Score -1.155437e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -11554287.000000 Penalty: 3716.605713
	Iteration 34Q: 3 clusters Score -1.155429e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -11554267.000000 Penalty: 3716.605713
	Iteration 35Q: 3 clusters Score -1.155427e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -11554242.000000 Penalty: 3716.605713
	Iteration 36Q: 3 clusters Score -1.155424e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -11554260.000000 Penalty: 3716.605713
	Iteration 37Q: 3 clusters Score -1.155426e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -11554240.000000 Penalty: 3716.605713
	Iteration 38Q: 3 clusters Score -1.155424e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -11554234.000000 Penalty: 3716.605713
	Iteration 39Q: 3 clusters Score -1.155423e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 90786 members 
Entering Unmasked Estep 
Score: -11554243.000000 Penalty: 3716.605713
	Iteration 40F: 3 clusters Score -1.155424e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -11554238.000000 Penalty: 3716.605713
	Iteration 41Q: 3 clusters Score -1.155424e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 90864 members 
Entering Unmasked Estep 
Score: -11554228.000000 Penalty: 3716.605713
	Iteration 42Q: 3 clusters Score -1.155423e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -11554218.000000 Penalty: 3716.605713
	Iteration 43Q: 3 clusters Score -1.155422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -11554204.000000 Penalty: 3716.605713
	Iteration 44Q: 3 clusters Score -1.15542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -11554201.000000 Penalty: 3716.605713
	Iteration 45Q: 3 clusters Score -1.15542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -11554200.000000 Penalty: 3716.605713
	Iteration 46Q: 3 clusters Score -1.15542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -11554201.000000 Penalty: 3716.605713
	Iteration 47Q: 3 clusters Score -1.15542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -11554188.000000 Penalty: 3716.605713
	Iteration 48Q: 3 clusters Score -1.155419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -11554192.000000 Penalty: 3716.605713
	Iteration 49Q: 3 clusters Score -1.155419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -11554188.000000 Penalty: 3716.605713
	Iteration 50Q: 3 clusters Score -1.155419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -11554197.000000 Penalty: 3716.605713
	Iteration 51Q: 3 clusters Score -1.15542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -11554184.000000 Penalty: 3716.605713
	Iteration 52Q: 3 clusters Score -1.155418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -11554198.000000 Penalty: 3716.605713
	Iteration 53Q: 3 clusters Score -1.15542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -11554189.000000 Penalty: 3716.605713
	Iteration 54Q: 3 clusters Score -1.155419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -11554185.000000 Penalty: 3716.605713
	Iteration 55Q: 3 clusters Score -1.155418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -11554175.000000 Penalty: 3716.605713
	Iteration 56Q: 3 clusters Score -1.155418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -11554172.000000 Penalty: 3716.605713
	Iteration 57Q: 3 clusters Score -1.155417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -11554172.000000 Penalty: 3716.605713
	Iteration 58Q: 3 clusters Score -1.155417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 91129 members 
Entering Unmasked Estep 
Score: -11554164.000000 Penalty: 3716.605713
	Iteration 59Q: 3 clusters Score -1.155416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -11554174.000000 Penalty: 3716.605713
	Iteration 60F: 3 clusters Score -1.155417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -11554179.000000 Penalty: 3716.605713
	Iteration 61Q: 3 clusters Score -1.155418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 91144 members 
Entering Unmasked Estep 
Score: -11554169.000000 Penalty: 3716.605713
	Iteration 62Q: 3 clusters Score -1.155417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -11554163.000000 Penalty: 3716.605713
	Iteration 63Q: 3 clusters Score -1.155416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 91153 members 
Entering Unmasked Estep 
Score: -11554151.000000 Penalty: 3716.605713
	Iteration 64Q: 3 clusters Score -1.155415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -11554162.000000 Penalty: 3716.605713
	Iteration 65Q: 3 clusters Score -1.155416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -11554155.000000 Penalty: 3716.605713
	Iteration 66Q: 3 clusters Score -1.155416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 91164 members 
Entering Unmasked Estep 
Score: -11554152.000000 Penalty: 3716.605713
	Iteration 67Q: 3 clusters Score -1.155415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 91166 members 
Entering Unmasked Estep 
Score: -11554157.000000 Penalty: 3716.605713
	Iteration 68Q: 3 clusters Score -1.155416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -11554156.000000 Penalty: 3716.605713
	Iteration 69Q: 3 clusters Score -1.155416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -11554151.000000 Penalty: 3716.605713
	Iteration 70Q: 3 clusters Score -1.155415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -11554149.000000 Penalty: 3716.605713
	Iteration 71Q: 3 clusters Score -1.155415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -11554155.000000 Penalty: 3716.605713
	Iteration 72Q: 3 clusters Score -1.155416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 91186 members 
Entering Unmasked Estep 
Score: -11554160.000000 Penalty: 3716.605713
	Iteration 73Q: 3 clusters Score -1.155416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -11554155.000000 Penalty: 3716.605713
	Iteration 74Q: 3 clusters Score -1.155416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -11554156.000000 Penalty: 3716.605713
	Iteration 75Q: 3 clusters Score -1.155416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -11554151.000000 Penalty: 3716.605713
	Iteration 76Q: 3 clusters Score -1.155415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -11554155.000000 Penalty: 3716.605713
	Iteration 77Q: 3 clusters Score -1.155416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 91201 members 
Entering Unmasked Estep 
Score: -11554162.000000 Penalty: 3716.605713
	Iteration 78Q: 3 clusters Score -1.155416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -11554170.000000 Penalty: 3716.605713
	Iteration 79Q: 3 clusters Score -1.155417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
Score: -11554166.000000 Penalty: 3716.605713
	Iteration 80F: 3 clusters Score -1.155417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -11554159.000000 Penalty: 3716.605713
	Iteration 81Q: 3 clusters Score -1.155416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 91206 members 
Entering Unmasked Estep 
Score: -11554166.000000 Penalty: 3716.605713
	Iteration 82Q: 3 clusters Score -1.155417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -11554167.000000 Penalty: 3716.605713
	Iteration 83Q: 3 clusters Score -1.155417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -11554167.000000 Penalty: 3716.605713
	Iteration 84F: 3 clusters Score -1.155417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (91295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Entering Unmasked Estep 
Score: -11538984.000000 Penalty: 1856.050781
	Iteration 0F: 2 clusters Score -1.153898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -11480475.000000 Penalty: 3712.101562
	Iteration 0F: 3 clusters Score -1.148048e+07 nChanged 43567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -11506325.000000 Penalty: 3712.101562
	Iteration 1F: 3 clusters Score -1.150632e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -11507398.000000 Penalty: 3712.101562
	Iteration 2Q: 3 clusters Score -1.15074e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -11508969.000000 Penalty: 3712.101562
	Iteration 3F: 3 clusters Score -1.150897e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -11511440.000000 Penalty: 3712.101562
	Iteration 4F: 3 clusters Score -1.151144e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -11515108.000000 Penalty: 3712.101562
	Iteration 5F: 3 clusters Score -1.151511e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -11519839.000000 Penalty: 3712.101562
	Iteration 6F: 3 clusters Score -1.151984e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -11524747.000000 Penalty: 3712.101562
	Iteration 7F: 3 clusters Score -1.152475e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 82301 members 
Entering Unmasked Estep 
Score: -11529808.000000 Penalty: 3712.101562
	Iteration 8Q: 3 clusters Score -1.152981e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -11534100.000000 Penalty: 3712.101562
	Iteration 9Q: 3 clusters Score -1.15341e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -11536263.000000 Penalty: 3712.101562
	Iteration 10Q: 3 clusters Score -1.153626e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -11537207.000000 Penalty: 3712.101562
	Iteration 11Q: 3 clusters Score -1.153721e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -11537667.000000 Penalty: 3712.101562
	Iteration 12Q: 3 clusters Score -1.153767e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -11537859.000000 Penalty: 3712.101562
	Iteration 13Q: 3 clusters Score -1.153786e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -11537926.000000 Penalty: 3712.101562
	Iteration 14Q: 3 clusters Score -1.153793e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -11537919.000000 Penalty: 3712.101562
	Iteration 15Q: 3 clusters Score -1.153792e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -11537908.000000 Penalty: 3712.101562
	Iteration 16Q: 3 clusters Score -1.153791e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -11537929.000000 Penalty: 3712.101562
	Iteration 17Q: 3 clusters Score -1.153793e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -11537969.000000 Penalty: 3712.101562
	Iteration 18Q: 3 clusters Score -1.153797e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 90848 members 
Entering Unmasked Estep 
Score: -11538004.000000 Penalty: 3712.101562
	Iteration 19Q: 3 clusters Score -1.1538e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -11538000.000000 Penalty: 3712.101562
	Iteration 20F: 3 clusters Score -1.1538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 90875 members 
Entering Unmasked Estep 
Score: -11538019.000000 Penalty: 3712.101562
	Iteration 21Q: 3 clusters Score -1.153802e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -11538033.000000 Penalty: 3712.101562
	Iteration 22Q: 3 clusters Score -1.153803e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -11538052.000000 Penalty: 3712.101562
	Iteration 23Q: 3 clusters Score -1.153805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -11538081.000000 Penalty: 3712.101562
	Iteration 24Q: 3 clusters Score -1.153808e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -11538119.000000 Penalty: 3712.101562
	Iteration 25Q: 3 clusters Score -1.153812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -11538133.000000 Penalty: 3712.101562
	Iteration 26Q: 3 clusters Score -1.153813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 90851 members 
Entering Unmasked Estep 
Score: -11538129.000000 Penalty: 3712.101562
	Iteration 27Q: 3 clusters Score -1.153813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 90848 members 
Entering Unmasked Estep 
Score: -11538128.000000 Penalty: 3712.101562
	Iteration 28Q: 3 clusters Score -1.153813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 90847 members 
Entering Unmasked Estep 
Score: -11538143.000000 Penalty: 3712.101562
	Iteration 29Q: 3 clusters Score -1.153814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -11538142.000000 Penalty: 3712.101562
	Iteration 30Q: 3 clusters Score -1.153814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -11538141.000000 Penalty: 3712.101562
	Iteration 31Q: 3 clusters Score -1.153814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -11538162.000000 Penalty: 3712.101562
	Iteration 32Q: 3 clusters Score -1.153816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 90864 members 
Entering Unmasked Estep 
Score: -11538168.000000 Penalty: 3712.101562
	Iteration 33Q: 3 clusters Score -1.153817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 90866 members 
Entering Unmasked Estep 
Score: -11538171.000000 Penalty: 3712.101562
	Iteration 34Q: 3 clusters Score -1.153817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -11538177.000000 Penalty: 3712.101562
	Iteration 35Q: 3 clusters Score -1.153818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 90866 members 
Entering Unmasked Estep 
Score: -11538186.000000 Penalty: 3712.101562
	Iteration 36Q: 3 clusters Score -1.153819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -11538202.000000 Penalty: 3712.101562
	Iteration 37Q: 3 clusters Score -1.15382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -11538218.000000 Penalty: 3712.101562
	Iteration 38Q: 3 clusters Score -1.153822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 90874 members 
Entering Unmasked Estep 
Score: -11538218.000000 Penalty: 3712.101562
	Iteration 39Q: 3 clusters Score -1.153822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 90879 members 
Entering Unmasked Estep 
Score: -11538232.000000 Penalty: 3712.101562
	Iteration 40F: 3 clusters Score -1.153823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 90879 members 
Entering Unmasked Estep 
Score: -11538253.000000 Penalty: 3712.101562
	Iteration 41Q: 3 clusters Score -1.153825e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 90879 members 
Entering Unmasked Estep 
Score: -11538264.000000 Penalty: 3712.101562
	Iteration 42Q: 3 clusters Score -1.153826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 90875 members 
Entering Unmasked Estep 
Score: -11538290.000000 Penalty: 3712.101562
	Iteration 43Q: 3 clusters Score -1.153829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
Score: -11538293.000000 Penalty: 3712.101562
	Iteration 44Q: 3 clusters Score -1.153829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
Score: -11538315.000000 Penalty: 3712.101562
	Iteration 45Q: 3 clusters Score -1.153832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 90870 members 
Entering Unmasked Estep 
Score: -11538310.000000 Penalty: 3712.101562
	Iteration 46Q: 3 clusters Score -1.153831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -11538311.000000 Penalty: 3712.101562
	Iteration 47Q: 3 clusters Score -1.153831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 90865 members 
Entering Unmasked Estep 
Score: -11538324.000000 Penalty: 3712.101562
	Iteration 48Q: 3 clusters Score -1.153832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -11538319.000000 Penalty: 3712.101562
	Iteration 49Q: 3 clusters Score -1.153832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 90857 members 
Entering Unmasked Estep 
Score: -11538322.000000 Penalty: 3712.101562
	Iteration 50Q: 3 clusters Score -1.153832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -11538334.000000 Penalty: 3712.101562
	Iteration 51Q: 3 clusters Score -1.153833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 90851 members 
Entering Unmasked Estep 
Score: -11538338.000000 Penalty: 3712.101562
	Iteration 52Q: 3 clusters Score -1.153834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -11538338.000000 Penalty: 3712.101562
	Iteration 53Q: 3 clusters Score -1.153834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 90848 members 
Entering Unmasked Estep 
Score: -11538353.000000 Penalty: 3712.101562
	Iteration 54Q: 3 clusters Score -1.153835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 90848 members 
Entering Unmasked Estep 
Score: -11538353.000000 Penalty: 3712.101562
	Iteration 55F: 3 clusters Score -1.153835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -481076.562500 Penalty: 1351.597290
	Iteration 0F: 2 clusters Score -481076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -477662.156250 Penalty: 2703.194580
	Iteration 0F: 3 clusters Score -477662.2 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -478647.625000 Penalty: 2703.194580
	Iteration 1F: 3 clusters Score -478647.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -478867.125000 Penalty: 2703.194580
	Iteration 2F: 3 clusters Score -478867.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -479078.156250 Penalty: 2703.194580
	Iteration 3F: 3 clusters Score -479078.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -479286.468750 Penalty: 2703.194580
	Iteration 4F: 3 clusters Score -479286.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -479498.343750 Penalty: 2703.194580
	Iteration 5F: 3 clusters Score -479498.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -479718.343750 Penalty: 2703.194580
	Iteration 6F: 3 clusters Score -479718.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -479898.468750 Penalty: 2703.194580
	Iteration 7Q: 3 clusters Score -479898.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -480016.406250 Penalty: 2703.194580
	Iteration 8Q: 3 clusters Score -480016.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -480094.843750 Penalty: 2703.194580
	Iteration 9Q: 3 clusters Score -480094.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -480161.281250 Penalty: 2703.194580
	Iteration 10Q: 3 clusters Score -480161.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -480206.187500 Penalty: 2703.194580
	Iteration 11Q: 3 clusters Score -480206.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -480239.968750 Penalty: 2703.194580
	Iteration 12Q: 3 clusters Score -480240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -480278.906250 Penalty: 2703.194580
	Iteration 13Q: 3 clusters Score -480278.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -480306.125000 Penalty: 2703.194580
	Iteration 14Q: 3 clusters Score -480306.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -480332.500000 Penalty: 2703.194580
	Iteration 15Q: 3 clusters Score -480332.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -480358.906250 Penalty: 2703.194580
	Iteration 16Q: 3 clusters Score -480358.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -480388.218750 Penalty: 2703.194580
	Iteration 17Q: 3 clusters Score -480388.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -480414.187500 Penalty: 2703.194580
	Iteration 18Q: 3 clusters Score -480414.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -480439.843750 Penalty: 2703.194580
	Iteration 19Q: 3 clusters Score -480439.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -480480.625000 Penalty: 2703.194580
	Iteration 20F: 3 clusters Score -480480.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -480512.937500 Penalty: 2703.194580
	Iteration 21Q: 3 clusters Score -480512.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -480542.843750 Penalty: 2703.194580
	Iteration 22Q: 3 clusters Score -480542.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -480578.781250 Penalty: 2703.194580
	Iteration 23Q: 3 clusters Score -480578.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -480606.812500 Penalty: 2703.194580
	Iteration 24Q: 3 clusters Score -480606.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -480624.125000 Penalty: 2703.194580
	Iteration 25Q: 3 clusters Score -480624.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -480635.156250 Penalty: 2703.194580
	Iteration 26Q: 3 clusters Score -480635.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -480644.562500 Penalty: 2703.194580
	Iteration 27Q: 3 clusters Score -480644.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -480649.750000 Penalty: 2703.194580
	Iteration 28Q: 3 clusters Score -480649.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -480655.281250 Penalty: 2703.194580
	Iteration 29Q: 3 clusters Score -480655.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -480662.093750 Penalty: 2703.194580
	Iteration 30Q: 3 clusters Score -480662.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -480665.750000 Penalty: 2703.194580
	Iteration 31Q: 3 clusters Score -480665.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -480669.281250 Penalty: 2703.194580
	Iteration 32Q: 3 clusters Score -480669.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -480674.031250 Penalty: 2703.194580
	Iteration 33Q: 3 clusters Score -480674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -480677.312500 Penalty: 2703.194580
	Iteration 34Q: 3 clusters Score -480677.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -480679.843750 Penalty: 2703.194580
	Iteration 35Q: 3 clusters Score -480679.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -480683.062500 Penalty: 2703.194580
	Iteration 36Q: 3 clusters Score -480683.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -480687.593750 Penalty: 2703.194580
	Iteration 37Q: 3 clusters Score -480687.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -480691.312500 Penalty: 2703.194580
	Iteration 38Q: 3 clusters Score -480691.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -480705.062500 Penalty: 2703.194580
	Iteration 39Q: 3 clusters Score -480705.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -480721.031250 Penalty: 2703.194580
	Iteration 40F: 3 clusters Score -480721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -480738.156250 Penalty: 2703.194580
	Iteration 41Q: 3 clusters Score -480738.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -480749.687500 Penalty: 2703.194580
	Iteration 42Q: 3 clusters Score -480749.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -480759.656250 Penalty: 2703.194580
	Iteration 43Q: 3 clusters Score -480759.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -480768.312500 Penalty: 2703.194580
	Iteration 44Q: 3 clusters Score -480768.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -480776.531250 Penalty: 2703.194580
	Iteration 45Q: 3 clusters Score -480776.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -480783.812500 Penalty: 2703.194580
	Iteration 46Q: 3 clusters Score -480783.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -480787.500000 Penalty: 2703.194580
	Iteration 47Q: 3 clusters Score -480787.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -480789.906250 Penalty: 2703.194580
	Iteration 48Q: 3 clusters Score -480789.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -480793.125000 Penalty: 2703.194580
	Iteration 49Q: 3 clusters Score -480793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -480794.656250 Penalty: 2703.194580
	Iteration 50Q: 3 clusters Score -480794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -480795.437500 Penalty: 2703.194580
	Iteration 51Q: 3 clusters Score -480795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -480796.281250 Penalty: 2703.194580
	Iteration 52Q: 3 clusters Score -480796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -480796.375000 Penalty: 2703.194580
	Iteration 53Q: 3 clusters Score -480796.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -480797.437500 Penalty: 2703.194580
	Iteration 54Q: 3 clusters Score -480797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -480797.437500 Penalty: 2703.194580
	Iteration 55F: 3 clusters Score -480797.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (90420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Entering Unmasked Estep 
Score: -11083118.000000 Penalty: 1854.485962
	Iteration 0F: 2 clusters Score -1.108312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -11022907.000000 Penalty: 3708.971924
	Iteration 0F: 3 clusters Score -1.102291e+07 nChanged 43205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -11048013.000000 Penalty: 3708.971924
	Iteration 1F: 3 clusters Score -1.104801e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -11048671.000000 Penalty: 3708.971924
	Iteration 2Q: 3 clusters Score -1.104867e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -11049652.000000 Penalty: 3708.971924
	Iteration 3Q: 3 clusters Score -1.104965e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -11051090.000000 Penalty: 3708.971924
	Iteration 4Q: 3 clusters Score -1.105109e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -11053648.000000 Penalty: 3708.971924
	Iteration 5F: 3 clusters Score -1.105365e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -11057590.000000 Penalty: 3708.971924
	Iteration 6F: 3 clusters Score -1.105759e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -11063294.000000 Penalty: 3708.971924
	Iteration 7F: 3 clusters Score -1.106329e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -11069699.000000 Penalty: 3708.971924
	Iteration 8F: 3 clusters Score -1.10697e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 73865 members 
Entering Unmasked Estep 
Score: -11074807.000000 Penalty: 3708.971924
	Iteration 9F: 3 clusters Score -1.107481e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -11076955.000000 Penalty: 3708.971924
	Iteration 10Q: 3 clusters Score -1.107696e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -11077570.000000 Penalty: 3708.971924
	Iteration 11Q: 3 clusters Score -1.107757e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -11077947.000000 Penalty: 3708.971924
	Iteration 12Q: 3 clusters Score -1.107795e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -11078259.000000 Penalty: 3708.971924
	Iteration 13Q: 3 clusters Score -1.107826e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -11078450.000000 Penalty: 3708.971924
	Iteration 14Q: 3 clusters Score -1.107845e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 77899 members 
Entering Unmasked Estep 
Score: -11078672.000000 Penalty: 3708.971924
	Iteration 15Q: 3 clusters Score -1.107867e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -11078889.000000 Penalty: 3708.971924
	Iteration 16Q: 3 clusters Score -1.107889e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -11079054.000000 Penalty: 3708.971924
	Iteration 17Q: 3 clusters Score -1.107905e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -11079256.000000 Penalty: 3708.971924
	Iteration 18Q: 3 clusters Score -1.107926e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -11079413.000000 Penalty: 3708.971924
	Iteration 19Q: 3 clusters Score -1.107941e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -11079515.000000 Penalty: 3708.971924
	Iteration 20F: 3 clusters Score -1.107952e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -11079638.000000 Penalty: 3708.971924
	Iteration 21Q: 3 clusters Score -1.107964e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -11079754.000000 Penalty: 3708.971924
	Iteration 22Q: 3 clusters Score -1.107975e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -11079915.000000 Penalty: 3708.971924
	Iteration 23Q: 3 clusters Score -1.107992e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -11080033.000000 Penalty: 3708.971924
	Iteration 24Q: 3 clusters Score -1.108003e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -11080145.000000 Penalty: 3708.971924
	Iteration 25Q: 3 clusters Score -1.108014e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -11080294.000000 Penalty: 3708.971924
	Iteration 26Q: 3 clusters Score -1.108029e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -11080462.000000 Penalty: 3708.971924
	Iteration 27Q: 3 clusters Score -1.108046e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -11080628.000000 Penalty: 3708.971924
	Iteration 28Q: 3 clusters Score -1.108063e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -11080775.000000 Penalty: 3708.971924
	Iteration 29Q: 3 clusters Score -1.108078e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -11080913.000000 Penalty: 3708.971924
	Iteration 30Q: 3 clusters Score -1.108091e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 83600 members 
Entering Unmasked Estep 
Score: -11081057.000000 Penalty: 3708.971924
	Iteration 31Q: 3 clusters Score -1.108106e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 83893 members 
Entering Unmasked Estep 
Score: -11081141.000000 Penalty: 3708.971924
	Iteration 32Q: 3 clusters Score -1.108114e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -11081208.000000 Penalty: 3708.971924
	Iteration 33Q: 3 clusters Score -1.108121e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -11081280.000000 Penalty: 3708.971924
	Iteration 34Q: 3 clusters Score -1.108128e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -11081361.000000 Penalty: 3708.971924
	Iteration 35Q: 3 clusters Score -1.108136e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 84911 members 
Entering Unmasked Estep 
Score: -11081392.000000 Penalty: 3708.971924
	Iteration 36Q: 3 clusters Score -1.108139e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -11081465.000000 Penalty: 3708.971924
	Iteration 37Q: 3 clusters Score -1.108146e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -11081524.000000 Penalty: 3708.971924
	Iteration 38Q: 3 clusters Score -1.108152e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -11081523.000000 Penalty: 3708.971924
	Iteration 39Q: 3 clusters Score -1.108152e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
Score: -11081572.000000 Penalty: 3708.971924
	Iteration 40F: 3 clusters Score -1.108157e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -11081618.000000 Penalty: 3708.971924
	Iteration 41Q: 3 clusters Score -1.108162e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -11081632.000000 Penalty: 3708.971924
	Iteration 42Q: 3 clusters Score -1.108163e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -11081696.000000 Penalty: 3708.971924
	Iteration 43Q: 3 clusters Score -1.10817e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -11081726.000000 Penalty: 3708.971924
	Iteration 44Q: 3 clusters Score -1.108173e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -11081776.000000 Penalty: 3708.971924
	Iteration 45Q: 3 clusters Score -1.108178e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -11081795.000000 Penalty: 3708.971924
	Iteration 46Q: 3 clusters Score -1.10818e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -11081818.000000 Penalty: 3708.971924
	Iteration 47Q: 3 clusters Score -1.108182e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -11081855.000000 Penalty: 3708.971924
	Iteration 48Q: 3 clusters Score -1.108186e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 86901 members 
Entering Unmasked Estep 
Score: -11081902.000000 Penalty: 3708.971924
	Iteration 49Q: 3 clusters Score -1.10819e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 87021 members 
Entering Unmasked Estep 
Score: -11081907.000000 Penalty: 3708.971924
	Iteration 50Q: 3 clusters Score -1.108191e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -11081936.000000 Penalty: 3708.971924
	Iteration 51Q: 3 clusters Score -1.108194e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -11081943.000000 Penalty: 3708.971924
	Iteration 52Q: 3 clusters Score -1.108194e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -11081962.000000 Penalty: 3708.971924
	Iteration 53Q: 3 clusters Score -1.108196e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -11081956.000000 Penalty: 3708.971924
	Iteration 54Q: 3 clusters Score -1.108196e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -11081937.000000 Penalty: 3708.971924
	Iteration 55Q: 3 clusters Score -1.108194e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -11081944.000000 Penalty: 3708.971924
	Iteration 56Q: 3 clusters Score -1.108194e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -11081929.000000 Penalty: 3708.971924
	Iteration 57Q: 3 clusters Score -1.108193e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -11081933.000000 Penalty: 3708.971924
	Iteration 58Q: 3 clusters Score -1.108193e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 87729 members 
Entering Unmasked Estep 
Score: -11081919.000000 Penalty: 3708.971924
	Iteration 59Q: 3 clusters Score -1.108192e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -11081935.000000 Penalty: 3708.971924
	Iteration 60F: 3 clusters Score -1.108194e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -11081926.000000 Penalty: 3708.971924
	Iteration 61Q: 3 clusters Score -1.108193e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -11081929.000000 Penalty: 3708.971924
	Iteration 62Q: 3 clusters Score -1.108193e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -11081942.000000 Penalty: 3708.971924
	Iteration 63Q: 3 clusters Score -1.108194e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 88018 members 
Entering Unmasked Estep 
Score: -11081945.000000 Penalty: 3708.971924
	Iteration 64Q: 3 clusters Score -1.108194e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -11081966.000000 Penalty: 3708.971924
	Iteration 65Q: 3 clusters Score -1.108197e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -11081954.000000 Penalty: 3708.971924
	Iteration 66Q: 3 clusters Score -1.108195e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -11081965.000000 Penalty: 3708.971924
	Iteration 67Q: 3 clusters Score -1.108196e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -11081978.000000 Penalty: 3708.971924
	Iteration 68Q: 3 clusters Score -1.108198e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -11082005.000000 Penalty: 3708.971924
	Iteration 69Q: 3 clusters Score -1.1082e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 88386 members 
Entering Unmasked Estep 
Score: -11081990.000000 Penalty: 3708.971924
	Iteration 70Q: 3 clusters Score -1.108199e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -11081996.000000 Penalty: 3708.971924
	Iteration 71Q: 3 clusters Score -1.1082e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -11082013.000000 Penalty: 3708.971924
	Iteration 72Q: 3 clusters Score -1.108201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 88500 members 
Entering Unmasked Estep 
Score: -11082004.000000 Penalty: 3708.971924
	Iteration 73Q: 3 clusters Score -1.1082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -11081988.000000 Penalty: 3708.971924
	Iteration 74Q: 3 clusters Score -1.108199e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -11082002.000000 Penalty: 3708.971924
	Iteration 75Q: 3 clusters Score -1.1082e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 88593 members 
Entering Unmasked Estep 
Score: -11082019.000000 Penalty: 3708.971924
	Iteration 76Q: 3 clusters Score -1.108202e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -11082038.000000 Penalty: 3708.971924
	Iteration 77Q: 3 clusters Score -1.108204e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -11082043.000000 Penalty: 3708.971924
	Iteration 78Q: 3 clusters Score -1.108204e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -11082063.000000 Penalty: 3708.971924
	Iteration 79Q: 3 clusters Score -1.108206e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -11082073.000000 Penalty: 3708.971924
	Iteration 80F: 3 clusters Score -1.108207e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -11082066.000000 Penalty: 3708.971924
	Iteration 81Q: 3 clusters Score -1.108207e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -11082116.000000 Penalty: 3708.971924
	Iteration 82Q: 3 clusters Score -1.108212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -11082120.000000 Penalty: 3708.971924
	Iteration 83Q: 3 clusters Score -1.108212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -11082113.000000 Penalty: 3708.971924
	Iteration 84Q: 3 clusters Score -1.108211e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -11082095.000000 Penalty: 3708.971924
	Iteration 85Q: 3 clusters Score -1.10821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -11082099.000000 Penalty: 3708.971924
	Iteration 86Q: 3 clusters Score -1.10821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 88935 members 
Entering Unmasked Estep 
Score: -11082098.000000 Penalty: 3708.971924
	Iteration 87Q: 3 clusters Score -1.10821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -11082100.000000 Penalty: 3708.971924
	Iteration 88Q: 3 clusters Score -1.10821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -11082094.000000 Penalty: 3708.971924
	Iteration 89Q: 3 clusters Score -1.108209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -11082102.000000 Penalty: 3708.971924
	Iteration 90Q: 3 clusters Score -1.10821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -11082096.000000 Penalty: 3708.971924
	Iteration 91Q: 3 clusters Score -1.10821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -11082100.000000 Penalty: 3708.971924
	Iteration 92Q: 3 clusters Score -1.10821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -11082109.000000 Penalty: 3708.971924
	Iteration 93Q: 3 clusters Score -1.108211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -11082103.000000 Penalty: 3708.971924
	Iteration 94Q: 3 clusters Score -1.10821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 88997 members 
Entering Unmasked Estep 
Score: -11082108.000000 Penalty: 3708.971924
	Iteration 95Q: 3 clusters Score -1.108211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 89002 members 
Entering Unmasked Estep 
Score: -11082109.000000 Penalty: 3708.971924
	Iteration 96Q: 3 clusters Score -1.108211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -11082101.000000 Penalty: 3708.971924
	Iteration 97Q: 3 clusters Score -1.10821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -11082106.000000 Penalty: 3708.971924
	Iteration 98Q: 3 clusters Score -1.108211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -11082106.000000 Penalty: 3708.971924
	Iteration 99F: 3 clusters Score -1.108211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -700941.062500 Penalty: 1407.881836
	Iteration 0F: 2 clusters Score -700941.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -696492.812500 Penalty: 2815.763672
	Iteration 0F: 3 clusters Score -696492.8 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -697673.875000 Penalty: 2815.763672
	Iteration 1F: 3 clusters Score -697673.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -697817.125000 Penalty: 2815.763672
	Iteration 2F: 3 clusters Score -697817.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -697934.062500 Penalty: 2815.763672
	Iteration 3Q: 3 clusters Score -697934.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -698016.687500 Penalty: 2815.763672
	Iteration 4Q: 3 clusters Score -698016.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -698080.875000 Penalty: 2815.763672
	Iteration 5Q: 3 clusters Score -698080.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -698151.750000 Penalty: 2815.763672
	Iteration 6Q: 3 clusters Score -698151.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -698236.562500 Penalty: 2815.763672
	Iteration 7Q: 3 clusters Score -698236.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -698334.937500 Penalty: 2815.763672
	Iteration 8Q: 3 clusters Score -698334.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -698468.687500 Penalty: 2815.763672
	Iteration 9Q: 3 clusters Score -698468.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -698623.812500 Penalty: 2815.763672
	Iteration 10Q: 3 clusters Score -698623.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -698805.312500 Penalty: 2815.763672
	Iteration 11Q: 3 clusters Score -698805.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -698999.187500 Penalty: 2815.763672
	Iteration 12Q: 3 clusters Score -698999.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -699181.125000 Penalty: 2815.763672
	Iteration 13Q: 3 clusters Score -699181.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -699339.562500 Penalty: 2815.763672
	Iteration 14Q: 3 clusters Score -699339.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -699438.062500 Penalty: 2815.763672
	Iteration 15Q: 3 clusters Score -699438.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -699494.312500 Penalty: 2815.763672
	Iteration 16Q: 3 clusters Score -699494.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -699542.687500 Penalty: 2815.763672
	Iteration 17Q: 3 clusters Score -699542.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -699591.312500 Penalty: 2815.763672
	Iteration 18Q: 3 clusters Score -699591.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -699639.125000 Penalty: 2815.763672
	Iteration 19Q: 3 clusters Score -699639.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -699678.125000 Penalty: 2815.763672
	Iteration 20F: 3 clusters Score -699678.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -699707.125000 Penalty: 2815.763672
	Iteration 21Q: 3 clusters Score -699707.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -699736.000000 Penalty: 2815.763672
	Iteration 22Q: 3 clusters Score -699736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -699763.687500 Penalty: 2815.763672
	Iteration 23Q: 3 clusters Score -699763.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -699778.437500 Penalty: 2815.763672
	Iteration 24Q: 3 clusters Score -699778.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -699792.500000 Penalty: 2815.763672
	Iteration 25Q: 3 clusters Score -699792.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -699810.312500 Penalty: 2815.763672
	Iteration 26Q: 3 clusters Score -699810.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -699825.937500 Penalty: 2815.763672
	Iteration 27Q: 3 clusters Score -699825.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -699840.500000 Penalty: 2815.763672
	Iteration 28Q: 3 clusters Score -699840.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -699848.437500 Penalty: 2815.763672
	Iteration 29Q: 3 clusters Score -699848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -699856.125000 Penalty: 2815.763672
	Iteration 30Q: 3 clusters Score -699856.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -699863.375000 Penalty: 2815.763672
	Iteration 31Q: 3 clusters Score -699863.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -699871.375000 Penalty: 2815.763672
	Iteration 32Q: 3 clusters Score -699871.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -699879.750000 Penalty: 2815.763672
	Iteration 33Q: 3 clusters Score -699879.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -699887.250000 Penalty: 2815.763672
	Iteration 34Q: 3 clusters Score -699887.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -699898.000000 Penalty: 2815.763672
	Iteration 35Q: 3 clusters Score -699898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -699900.062500 Penalty: 2815.763672
	Iteration 36Q: 3 clusters Score -699900.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -699904.375000 Penalty: 2815.763672
	Iteration 37Q: 3 clusters Score -699904.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -699908.375000 Penalty: 2815.763672
	Iteration 38Q: 3 clusters Score -699908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -699908.250000 Penalty: 2815.763672
	Iteration 39Q: 3 clusters Score -699908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -699909.750000 Penalty: 2815.763672
	Iteration 40F: 3 clusters Score -699909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -699911.937500 Penalty: 2815.763672
	Iteration 41Q: 3 clusters Score -699911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -699913.562500 Penalty: 2815.763672
	Iteration 42Q: 3 clusters Score -699913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -699916.500000 Penalty: 2815.763672
	Iteration 43Q: 3 clusters Score -699916.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -699916.187500 Penalty: 2815.763672
	Iteration 44Q: 3 clusters Score -699916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -699916.562500 Penalty: 2815.763672
	Iteration 45Q: 3 clusters Score -699916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -699917.625000 Penalty: 2815.763672
	Iteration 46Q: 3 clusters Score -699917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -699916.750000 Penalty: 2815.763672
	Iteration 47Q: 3 clusters Score -699916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -699916.750000 Penalty: 2815.763672
	Iteration 48F: 3 clusters Score -699916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (90414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Entering Unmasked Estep 
Score: -11318698.000000 Penalty: 1854.475098
	Iteration 0F: 2 clusters Score -1.13187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -11260249.000000 Penalty: 3708.950195
	Iteration 0F: 3 clusters Score -1.126025e+07 nChanged 43169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -11285580.000000 Penalty: 3708.950195
	Iteration 1F: 3 clusters Score -1.128558e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -11286731.000000 Penalty: 3708.950195
	Iteration 2Q: 3 clusters Score -1.128673e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -11288440.000000 Penalty: 3708.950195
	Iteration 3Q: 3 clusters Score -1.128844e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -11291054.000000 Penalty: 3708.950195
	Iteration 4F: 3 clusters Score -1.129105e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -11294510.000000 Penalty: 3708.950195
	Iteration 5F: 3 clusters Score -1.129451e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -11298849.000000 Penalty: 3708.950195
	Iteration 6F: 3 clusters Score -1.129885e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -11302853.000000 Penalty: 3708.950195
	Iteration 7F: 3 clusters Score -1.130285e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -11305923.000000 Penalty: 3708.950195
	Iteration 8Q: 3 clusters Score -1.130592e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -11307774.000000 Penalty: 3708.950195
	Iteration 9Q: 3 clusters Score -1.130777e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -11308694.000000 Penalty: 3708.950195
	Iteration 10Q: 3 clusters Score -1.130869e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -11309361.000000 Penalty: 3708.950195
	Iteration 11Q: 3 clusters Score -1.130936e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -11309827.000000 Penalty: 3708.950195
	Iteration 12Q: 3 clusters Score -1.130983e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -11310402.000000 Penalty: 3708.950195
	Iteration 13Q: 3 clusters Score -1.13104e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -11310923.000000 Penalty: 3708.950195
	Iteration 14Q: 3 clusters Score -1.131092e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -11311385.000000 Penalty: 3708.950195
	Iteration 15Q: 3 clusters Score -1.131138e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -11311719.000000 Penalty: 3708.950195
	Iteration 16Q: 3 clusters Score -1.131172e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -11312454.000000 Penalty: 3708.950195
	Iteration 17Q: 3 clusters Score -1.131245e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -11313296.000000 Penalty: 3708.950195
	Iteration 18Q: 3 clusters Score -1.13133e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -11314084.000000 Penalty: 3708.950195
	Iteration 19Q: 3 clusters Score -1.131408e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -11314729.000000 Penalty: 3708.950195
	Iteration 20F: 3 clusters Score -1.131473e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -11315266.000000 Penalty: 3708.950195
	Iteration 21Q: 3 clusters Score -1.131527e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -11315795.000000 Penalty: 3708.950195
	Iteration 22Q: 3 clusters Score -1.13158e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -11316172.000000 Penalty: 3708.950195
	Iteration 23Q: 3 clusters Score -1.131617e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -11316484.000000 Penalty: 3708.950195
	Iteration 24Q: 3 clusters Score -1.131648e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87805 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -11316680.000000 Penalty: 3708.950195
	Iteration 25Q: 3 clusters Score -1.131668e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11316853.000000 Penalty: 3708.950195
	Iteration 26Q: 3 clusters Score -1.131685e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -11317020.000000 Penalty: 3708.950195
	Iteration 27Q: 3 clusters Score -1.131702e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11317075.000000 Penalty: 3708.950195
	Iteration 28Q: 3 clusters Score -1.131708e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11317109.000000 Penalty: 3708.950195
	Iteration 29Q: 3 clusters Score -1.131711e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11317116.000000 Penalty: 3708.950195
	Iteration 30Q: 3 clusters Score -1.131712e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89511 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11317153.000000 Penalty: 3708.950195
	Iteration 31Q: 3 clusters Score -1.131715e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89623 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11317195.000000 Penalty: 3708.950195
	Iteration 32Q: 3 clusters Score -1.13172e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -11317247.000000 Penalty: 3708.950195
	Iteration 33Q: 3 clusters Score -1.131725e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -11317226.000000 Penalty: 3708.950195
	Iteration 34Q: 3 clusters Score -1.131723e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89808 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11317222.000000 Penalty: 3708.950195
	Iteration 35Q: 3 clusters Score -1.131722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11317237.000000 Penalty: 3708.950195
	Iteration 36Q: 3 clusters Score -1.131724e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11317252.000000 Penalty: 3708.950195
	Iteration 37Q: 3 clusters Score -1.131725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11317243.000000 Penalty: 3708.950195
	Iteration 38Q: 3 clusters Score -1.131724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11317244.000000 Penalty: 3708.950195
	Iteration 39Q: 3 clusters Score -1.131724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11317263.000000 Penalty: 3708.950195
	Iteration 40F: 3 clusters Score -1.131726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11317249.000000 Penalty: 3708.950195
	Iteration 41Q: 3 clusters Score -1.131725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11317263.000000 Penalty: 3708.950195
	Iteration 42Q: 3 clusters Score -1.131726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -11317242.000000 Penalty: 3708.950195
	Iteration 43Q: 3 clusters Score -1.131724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11317251.000000 Penalty: 3708.950195
	Iteration 44Q: 3 clusters Score -1.131725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11317245.000000 Penalty: 3708.950195
	Iteration 45Q: 3 clusters Score -1.131724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11317247.000000 Penalty: 3708.950195
	Iteration 46Q: 3 clusters Score -1.131725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11317254.000000 Penalty: 3708.950195
	Iteration 47Q: 3 clusters Score -1.131725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89962 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11317253.000000 Penalty: 3708.950195
	Iteration 48Q: 3 clusters Score -1.131725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11317257.000000 Penalty: 3708.950195
	Iteration 49Q: 3 clusters Score -1.131726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11317251.000000 Penalty: 3708.950195
	Iteration 50Q: 3 clusters Score -1.131725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11317256.000000 Penalty: 3708.950195
	Iteration 51Q: 3 clusters Score -1.131726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11317258.000000 Penalty: 3708.950195
	Iteration 52Q: 3 clusters Score -1.131726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11317274.000000 Penalty: 3708.950195
	Iteration 53Q: 3 clusters Score -1.131727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11317265.000000 Penalty: 3708.950195
	Iteration 54Q: 3 clusters Score -1.131726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11317277.000000 Penalty: 3708.950195
	Iteration 55Q: 3 clusters Score -1.131728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11317274.000000 Penalty: 3708.950195
	Iteration 56Q: 3 clusters Score -1.131727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11317274.000000 Penalty: 3708.950195
	Iteration 57F: 3 clusters Score -1.131727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -11800.967773 Penalty: 794.681702
	Iteration 0F: 2 clusters Score -11800.97 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 61 members 
Entering Unmasked Estep 
Score: -11237.218750 Penalty: 1589.363403
	Iteration 0F: 3 clusters Score -11237.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11339.974609 Penalty: 1589.363403
	Iteration 1F: 3 clusters Score -11339.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11346.525391 Penalty: 1589.363403
	Iteration 2Q: 3 clusters Score -11346.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11346.525391 Penalty: 1589.363403
	Iteration 3F: 3 clusters Score -11346.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (87045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Entering Unmasked Estep 
Score: -10811642.000000 Penalty: 1848.304321
	Iteration 0F: 2 clusters Score -1.081164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -10754552.000000 Penalty: 3696.608643
	Iteration 0F: 3 clusters Score -1.075455e+07 nChanged 41571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -10778337.000000 Penalty: 3696.608643
	Iteration 1F: 3 clusters Score -1.077834e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -10778998.000000 Penalty: 3696.608643
	Iteration 2Q: 3 clusters Score -1.0779e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -10779654.000000 Penalty: 3696.608643
	Iteration 3Q: 3 clusters Score -1.077965e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -10780397.000000 Penalty: 3696.608643
	Iteration 4Q: 3 clusters Score -1.07804e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -10781392.000000 Penalty: 3696.608643
	Iteration 5Q: 3 clusters Score -1.078139e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -10782973.000000 Penalty: 3696.608643
	Iteration 6Q: 3 clusters Score -1.078297e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -10785463.000000 Penalty: 3696.608643
	Iteration 7Q: 3 clusters Score -1.078546e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -10789245.000000 Penalty: 3696.608643
	Iteration 8F: 3 clusters Score -1.078924e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -10793583.000000 Penalty: 3696.608643
	Iteration 9F: 3 clusters Score -1.079358e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -10796621.000000 Penalty: 3696.608643
	Iteration 10F: 3 clusters Score -1.079662e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -10797867.000000 Penalty: 3696.608643
	Iteration 11Q: 3 clusters Score -1.079787e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -10798327.000000 Penalty: 3696.608643
	Iteration 12Q: 3 clusters Score -1.079833e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -10798661.000000 Penalty: 3696.608643
	Iteration 13Q: 3 clusters Score -1.079866e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -10798940.000000 Penalty: 3696.608643
	Iteration 14Q: 3 clusters Score -1.079894e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -10799188.000000 Penalty: 3696.608643
	Iteration 15Q: 3 clusters Score -1.079919e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -10799511.000000 Penalty: 3696.608643
	Iteration 16Q: 3 clusters Score -1.079951e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -10799753.000000 Penalty: 3696.608643
	Iteration 17Q: 3 clusters Score -1.079975e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -10799940.000000 Penalty: 3696.608643
	Iteration 18Q: 3 clusters Score -1.079994e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -10800208.000000 Penalty: 3696.608643
	Iteration 19Q: 3 clusters Score -1.080021e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -10800500.000000 Penalty: 3696.608643
	Iteration 20F: 3 clusters Score -1.08005e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -10800714.000000 Penalty: 3696.608643
	Iteration 21Q: 3 clusters Score -1.080071e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -10801043.000000 Penalty: 3696.608643
	Iteration 22Q: 3 clusters Score -1.080104e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -10801318.000000 Penalty: 3696.608643
	Iteration 23Q: 3 clusters Score -1.080132e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -10801665.000000 Penalty: 3696.608643
	Iteration 24Q: 3 clusters Score -1.080166e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -10801968.000000 Penalty: 3696.608643
	Iteration 25Q: 3 clusters Score -1.080197e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -10802293.000000 Penalty: 3696.608643
	Iteration 26Q: 3 clusters Score -1.080229e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -10802738.000000 Penalty: 3696.608643
	Iteration 27Q: 3 clusters Score -1.080274e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -10803157.000000 Penalty: 3696.608643
	Iteration 28Q: 3 clusters Score -1.080316e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -10803725.000000 Penalty: 3696.608643
	Iteration 29Q: 3 clusters Score -1.080372e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -10804272.000000 Penalty: 3696.608643
	Iteration 30Q: 3 clusters Score -1.080427e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -10804887.000000 Penalty: 3696.608643
	Iteration 31Q: 3 clusters Score -1.080489e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -10805579.000000 Penalty: 3696.608643
	Iteration 32Q: 3 clusters Score -1.080558e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -10806210.000000 Penalty: 3696.608643
	Iteration 33Q: 3 clusters Score -1.080621e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -10806828.000000 Penalty: 3696.608643
	Iteration 34Q: 3 clusters Score -1.080683e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -10807439.000000 Penalty: 3696.608643
	Iteration 35Q: 3 clusters Score -1.080744e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -10808014.000000 Penalty: 3696.608643
	Iteration 36Q: 3 clusters Score -1.080801e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -10808490.000000 Penalty: 3696.608643
	Iteration 37Q: 3 clusters Score -1.080849e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -10808870.000000 Penalty: 3696.608643
	Iteration 38Q: 3 clusters Score -1.080887e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -10809089.000000 Penalty: 3696.608643
	Iteration 39Q: 3 clusters Score -1.080909e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -10809317.000000 Penalty: 3696.608643
	Iteration 40F: 3 clusters Score -1.080932e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -10809496.000000 Penalty: 3696.608643
	Iteration 41Q: 3 clusters Score -1.08095e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -10809656.000000 Penalty: 3696.608643
	Iteration 42Q: 3 clusters Score -1.080966e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84398 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10809773.000000 Penalty: 3696.608643
	Iteration 43Q: 3 clusters Score -1.080977e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -10809891.000000 Penalty: 3696.608643
	Iteration 44Q: 3 clusters Score -1.080989e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -10809988.000000 Penalty: 3696.608643
	Iteration 45Q: 3 clusters Score -1.080999e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10810008.000000 Penalty: 3696.608643
	Iteration 46Q: 3 clusters Score -1.081001e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10810046.000000 Penalty: 3696.608643
	Iteration 47Q: 3 clusters Score -1.081005e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -10810105.000000 Penalty: 3696.608643
	Iteration 48Q: 3 clusters Score -1.08101e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -10810157.000000 Penalty: 3696.608643
	Iteration 49Q: 3 clusters Score -1.081016e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10810216.000000 Penalty: 3696.608643
	Iteration 50Q: 3 clusters Score -1.081022e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10810237.000000 Penalty: 3696.608643
	Iteration 51Q: 3 clusters Score -1.081024e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10810239.000000 Penalty: 3696.608643
	Iteration 52Q: 3 clusters Score -1.081024e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -10810264.000000 Penalty: 3696.608643
	Iteration 53Q: 3 clusters Score -1.081026e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10810289.000000 Penalty: 3696.608643
	Iteration 54Q: 3 clusters Score -1.081029e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10810286.000000 Penalty: 3696.608643
	Iteration 55Q: 3 clusters Score -1.081029e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86035 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10810301.000000 Penalty: 3696.608643
	Iteration 56Q: 3 clusters Score -1.08103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10810319.000000 Penalty: 3696.608643
	Iteration 57Q: 3 clusters Score -1.081032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86061 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10810312.000000 Penalty: 3696.608643
	Iteration 58Q: 3 clusters Score -1.081031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86070 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10810309.000000 Penalty: 3696.608643
	Iteration 59Q: 3 clusters Score -1.081031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86076 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10810310.000000 Penalty: 3696.608643
	Iteration 60F: 3 clusters Score -1.081031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -10810327.000000 Penalty: 3696.608643
	Iteration 61Q: 3 clusters Score -1.081033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10810325.000000 Penalty: 3696.608643
	Iteration 62Q: 3 clusters Score -1.081032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86101 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10810337.000000 Penalty: 3696.608643
	Iteration 63Q: 3 clusters Score -1.081034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86109 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10810332.000000 Penalty: 3696.608643
	Iteration 64Q: 3 clusters Score -1.081033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10810331.000000 Penalty: 3696.608643
	Iteration 65Q: 3 clusters Score -1.081033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10810342.000000 Penalty: 3696.608643
	Iteration 66Q: 3 clusters Score -1.081034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86122 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10810335.000000 Penalty: 3696.608643
	Iteration 67Q: 3 clusters Score -1.081034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10810328.000000 Penalty: 3696.608643
	Iteration 68Q: 3 clusters Score -1.081033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10810342.000000 Penalty: 3696.608643
	Iteration 69Q: 3 clusters Score -1.081034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10810349.000000 Penalty: 3696.608643
	Iteration 70Q: 3 clusters Score -1.081035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10810348.000000 Penalty: 3696.608643
	Iteration 71Q: 3 clusters Score -1.081035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10810342.000000 Penalty: 3696.608643
	Iteration 72Q: 3 clusters Score -1.081034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10810347.000000 Penalty: 3696.608643
	Iteration 73Q: 3 clusters Score -1.081035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10810347.000000 Penalty: 3696.608643
	Iteration 74F: 3 clusters Score -1.081035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -21454.630859 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -21454.63 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 151 members 
Entering Unmasked Estep 
Score: -20671.287109 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -20671.29 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20876.322266 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -20876.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20996.207031 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -20996.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21074.269531 Penalty: 1856.963135
	Iteration 3F: 3 clusters Score -21074.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21118.628906 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -21118.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21140.998047 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -21141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21174.128906 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -21174.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21200.681641 Penalty: 1856.963135
	Iteration 7Q: 3 clusters Score -21200.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21239.371094 Penalty: 1856.963135
	Iteration 8Q: 3 clusters Score -21239.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21298.287109 Penalty: 1856.963135
	Iteration 9Q: 3 clusters Score -21298.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21302.488281 Penalty: 1856.963135
	Iteration 10Q: 3 clusters Score -21302.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21302.501953 Penalty: 1856.963135
	Iteration 11F: 3 clusters Score -21302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21359.152344 Penalty: 1856.963135
	Iteration 12Q: 3 clusters Score -21359.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21365.986328 Penalty: 1856.963135
	Iteration 13Q: 3 clusters Score -21365.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21375.730469 Penalty: 1856.963135
	Iteration 14Q: 3 clusters Score -21375.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21375.730469 Penalty: 1856.963135
	Iteration 15F: 3 clusters Score -21375.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19077.257812 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -19077.26 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: -18335.773438 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -18335.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18455.730469 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -18455.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18477.789062 Penalty: 1743.942139
	Iteration 2Q: 3 clusters Score -18477.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18485.181641 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -18485.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18490.183594 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -18490.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18499.128906 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -18499.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18525.037109 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -18525.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18533.949219 Penalty: 1743.942139
	Iteration 7Q: 3 clusters Score -18533.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18554.324219 Penalty: 1743.942139
	Iteration 8Q: 3 clusters Score -18554.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18573.382812 Penalty: 1743.942139
	Iteration 9Q: 3 clusters Score -18573.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18582.984375 Penalty: 1743.942139
	Iteration 10Q: 3 clusters Score -18582.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18582.984375 Penalty: 1743.942139
	Iteration 11F: 3 clusters Score -18582.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Entering Unmasked Estep 
Score: -3666442.750000 Penalty: 1668.683960
	Iteration 0F: 2 clusters Score -3666443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3647022.250000 Penalty: 3337.367920
	Iteration 0F: 3 clusters Score -3647022 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3654281.750000 Penalty: 3337.367920
	Iteration 1F: 3 clusters Score -3654282 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3654627.500000 Penalty: 3337.367920
	Iteration 2Q: 3 clusters Score -3654628 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3654968.750000 Penalty: 3337.367920
	Iteration 3Q: 3 clusters Score -3654969 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3655322.500000 Penalty: 3337.367920
	Iteration 4Q: 3 clusters Score -3655322 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3655700.500000 Penalty: 3337.367920
	Iteration 5Q: 3 clusters Score -3655700 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3656218.000000 Penalty: 3337.367920
	Iteration 6Q: 3 clusters Score -3656218 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3656985.250000 Penalty: 3337.367920
	Iteration 7Q: 3 clusters Score -3656985 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3658065.000000 Penalty: 3337.367920
	Iteration 8F: 3 clusters Score -3658065 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3659367.500000 Penalty: 3337.367920
	Iteration 9F: 3 clusters Score -3659368 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3660695.250000 Penalty: 3337.367920
	Iteration 10F: 3 clusters Score -3660695 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3661672.000000 Penalty: 3337.367920
	Iteration 11Q: 3 clusters Score -3661672 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3662238.250000 Penalty: 3337.367920
	Iteration 12Q: 3 clusters Score -3662238 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3662568 nChanged 532
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3662807 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3663043 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3663265 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3663444 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3663645 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3663844 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3664026 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3664197 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3664344 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3664497 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3664638 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3664715 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3664769 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3664820 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3664867 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3664884 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3664909.000000 Penalty: 3337.367920
	Iteration 30Q: 3 clusters Score -3664909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3664924.000000 Penalty: 3337.367920
	Iteration 31Q: 3 clusters Score -3664924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3664940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3664954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3664960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3664956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3664951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3664960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3664957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3664962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3664962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3664964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3664962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3664959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3664959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3664954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3664961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3664973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3664975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3664974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3664974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3664974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3664974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3664978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3664981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3664987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3664987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3664991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3664991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3664988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3664988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3664992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3664992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3664992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3664991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3665002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3665003.250000 Penalty: 3337.367920
	Iteration 66Q: 3 clusters Score -3665003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3665005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3665009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3665008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3665006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3665007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3665007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3665010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3665009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3665009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3665014.750000 Penalty: 3337.367920
	Iteration 76Q: 3 clusters Score -3665015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3665018.750000 Penalty: 3337.367920
	Iteration 77Q: 3 clusters Score -3665019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3665032.750000 Penalty: 3337.367920
	Iteration 78Q: 3 clusters Score -3665033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3665029.250000 Penalty: 3337.367920
	Iteration 79Q: 3 clusters Score -3665029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3665036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3665033.500000 Penalty: 3337.367920
	Iteration 81Q: 3 clusters Score -3665034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3665030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3665031.000000 Penalty: 3337.367920
	Iteration 83Q: 3 clusters Score -3665031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3665032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3665034.250000 Penalty: 3337.367920
	Iteration 85Q: 3 clusters Score -3665034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3665035.250000 Penalty: 3337.367920
	Iteration 86Q: 3 clusters Score -3665035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3665036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3665034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3665036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3665038.000000 Penalty: 3337.367920
	Iteration 90Q: 3 clusters Score -3665038 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27750 members 
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	Iteration 91Q: 3 clusters Score -3665040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3665042 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3665040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3665036 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 27757 members 
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	Iteration 95Q: 3 clusters Score -3665039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 27761 members 
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	Iteration 96Q: 3 clusters Score -3665039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3665044.250000 Penalty: 3337.367920
	Iteration 97Q: 3 clusters Score -3665044 nChanged 8
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Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3665052 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3665053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3665054 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3665051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3665051 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3665052 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1024 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3665050 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3665050.500000 Penalty: 3337.367920
	Iteration 105F: 3 clusters Score -3665050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -48203.980469 Penalty: 1004.924194
	Iteration 0F: 2 clusters Score -48203.98 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 229 members 
Entering Unmasked Estep 
Score: -47209.144531 Penalty: 2009.848389
	Iteration 0F: 3 clusters Score -47209.14 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47450.316406 Penalty: 2009.848389
	Iteration 1F: 3 clusters Score -47450.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47554.878906 Penalty: 2009.848389
	Iteration 2F: 3 clusters Score -47554.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47603.093750 Penalty: 2009.848389
	Iteration 3Q: 3 clusters Score -47603.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47622.246094 Penalty: 2009.848389
	Iteration 4Q: 3 clusters Score -47622.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47629.613281 Penalty: 2009.848389
	Iteration 5Q: 3 clusters Score -47629.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47643.894531 Penalty: 2009.848389
	Iteration 6Q: 3 clusters Score -47643.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47645.566406 Penalty: 2009.848389
	Iteration 7Q: 3 clusters Score -47645.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47660.738281 Penalty: 2009.848389
	Iteration 8Q: 3 clusters Score -47660.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47670.347656 Penalty: 2009.848389
	Iteration 9Q: 3 clusters Score -47670.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47673.781250 Penalty: 2009.848389
	Iteration 10Q: 3 clusters Score -47673.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47681.671875 Penalty: 2009.848389
	Iteration 11Q: 3 clusters Score -47681.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47683.710938 Penalty: 2009.848389
	Iteration 12Q: 3 clusters Score -47683.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47684.320312 Penalty: 2009.848389
	Iteration 13Q: 3 clusters Score -47684.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47684.320312 Penalty: 2009.848389
	Iteration 14F: 3 clusters Score -47684.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42198 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 48418 members 
Mstep: Class 10 contains 18794 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82213 members 
Mstep: Class 14 contains 14846 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 19066 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84183 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92569 members 
Mstep: Class 22 contains 91295 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90420 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90414 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87045 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28820 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229120.000000 Penalty: 70941.500000
Iteration 239Q: 33 clusters Score -1.022291e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14025 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42197 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 48415 members 
Mstep: Class 10 contains 18787 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82219 members 
Mstep: Class 14 contains 14842 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 19071 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84191 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 92565 members 
Mstep: Class 22 contains 91311 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90399 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90422 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87041 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28821 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229064.000000 Penalty: 70941.500000
Iteration 240F: 33 clusters Score -1.022291e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14023 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42194 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 48405 members 
Mstep: Class 10 contains 18782 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82214 members 
Mstep: Class 14 contains 14838 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 19070 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84207 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 92569 members 
Mstep: Class 22 contains 91322 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90376 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90426 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87038 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28840 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229024.000000 Penalty: 70941.500000
Iteration 241Q: 33 clusters Score -1.02229e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14023 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42192 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 48401 members 
Mstep: Class 10 contains 18778 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82203 members 
Mstep: Class 14 contains 14831 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 19072 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84236 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92574 members 
Mstep: Class 22 contains 91337 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 90361 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90405 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87043 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28850 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229096.000000 Penalty: 70941.500000
Iteration 242Q: 33 clusters Score -1.022291e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14023 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42187 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 48399 members 
Mstep: Class 10 contains 18766 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82200 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 19077 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84250 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 92569 members 
Mstep: Class 22 contains 91348 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 90356 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90392 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87062 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28854 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229168.000000 Penalty: 70941.500000
Iteration 243Q: 33 clusters Score -1.022292e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42183 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 10 contains 18753 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82200 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 19079 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84261 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92569 members 
Mstep: Class 22 contains 91358 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90342 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90393 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87071 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28859 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228968.000000 Penalty: 70941.500000
Iteration 244Q: 33 clusters Score -1.02229e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42184 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5105 members 
Mstep: Class 9 contains 48404 members 
Mstep: Class 10 contains 18740 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82207 members 
Mstep: Class 14 contains 14805 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 19080 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84263 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92567 members 
Mstep: Class 22 contains 91345 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90315 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90401 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87098 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28875 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229016.000000 Penalty: 70941.500000
Iteration 245Q: 33 clusters Score -1.02229e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42182 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 18731 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82210 members 
Mstep: Class 14 contains 14799 members 
Mstep: Class 15 contains 4664 members 
Mstep: Class 16 contains 19082 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84265 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92568 members 
Mstep: Class 22 contains 91347 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 90301 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90411 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87114 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28883 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229072.000000 Penalty: 70941.500000
Iteration 246Q: 33 clusters Score -1.022291e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42179 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 48380 members 
Mstep: Class 10 contains 18728 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82213 members 
Mstep: Class 14 contains 14797 members 
Mstep: Class 15 contains 4664 members 
Mstep: Class 16 contains 19082 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84273 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92573 members 
Mstep: Class 22 contains 91346 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 90289 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 90423 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87114 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28897 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229096.000000 Penalty: 70941.500000
Iteration 247Q: 33 clusters Score -1.022291e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 48377 members 
Mstep: Class 10 contains 18724 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82210 members 
Mstep: Class 14 contains 14796 members 
Mstep: Class 15 contains 4664 members 
Mstep: Class 16 contains 19085 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84280 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92567 members 
Mstep: Class 22 contains 91335 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 90265 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 90441 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87125 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28918 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229216.000000 Penalty: 70941.500000
Iteration 248Q: 33 clusters Score -1.022292e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14011 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 48374 members 
Mstep: Class 10 contains 18721 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82200 members 
Mstep: Class 14 contains 14787 members 
Mstep: Class 15 contains 4664 members 
Mstep: Class 16 contains 19085 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84304 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92561 members 
Mstep: Class 22 contains 91328 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 90237 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90441 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87145 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28948 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229112.000000 Penalty: 70941.500000
Iteration 249Q: 33 clusters Score -1.022291e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14011 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42171 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 48373 members 
Mstep: Class 10 contains 18714 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82194 members 
Mstep: Class 14 contains 14780 members 
Mstep: Class 15 contains 4664 members 
Mstep: Class 16 contains 19087 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84326 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92554 members 
Mstep: Class 22 contains 91323 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 90205 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90448 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87153 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28974 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229184.000000 Penalty: 70941.500000
Iteration 250Q: 33 clusters Score -1.022292e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14011 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42172 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 48368 members 
Mstep: Class 10 contains 18704 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82195 members 
Mstep: Class 14 contains 14776 members 
Mstep: Class 15 contains 4664 members 
Mstep: Class 16 contains 19088 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84336 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92548 members 
Mstep: Class 22 contains 91324 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 90174 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90454 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87165 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 28998 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229160.000000 Penalty: 70941.500000
Iteration 251Q: 33 clusters Score -1.022292e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 48364 members 
Mstep: Class 10 contains 18700 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82186 members 
Mstep: Class 14 contains 14772 members 
Mstep: Class 15 contains 4664 members 
Mstep: Class 16 contains 19090 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84349 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92545 members 
Mstep: Class 22 contains 91334 members 
Mstep: Class 23 contains 4098 members 
Mstep: Class 24 contains 90162 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90458 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87159 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29003 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229192.000000 Penalty: 70941.500000
Iteration 252Q: 33 clusters Score -1.022292e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42171 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 48363 members 
Mstep: Class 10 contains 18695 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82185 members 
Mstep: Class 14 contains 14764 members 
Mstep: Class 15 contains 4664 members 
Mstep: Class 16 contains 19095 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84360 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92548 members 
Mstep: Class 22 contains 91340 members 
Mstep: Class 23 contains 4098 members 
Mstep: Class 24 contains 90145 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90461 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87153 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29012 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229136.000000 Penalty: 70941.500000
Iteration 253Q: 33 clusters Score -1.022291e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42170 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5094 members 
Mstep: Class 9 contains 48375 members 
Mstep: Class 10 contains 18690 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82193 members 
Mstep: Class 14 contains 14755 members 
Mstep: Class 15 contains 4664 members 
Mstep: Class 16 contains 19094 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84368 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92527 members 
Mstep: Class 22 contains 91345 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 90131 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90459 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87167 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29017 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 254Q: 33 clusters Score -1.022292e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42164 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 18686 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82191 members 
Mstep: Class 14 contains 14748 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 19098 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84393 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92516 members 
Mstep: Class 22 contains 91343 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 90125 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90445 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87169 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29026 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 255Q: 33 clusters Score -1.022292e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14017 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42164 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5095 members 
Mstep: Class 9 contains 48398 members 
Mstep: Class 10 contains 18683 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82193 members 
Mstep: Class 14 contains 14740 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 19101 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84411 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92513 members 
Mstep: Class 22 contains 91336 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 90118 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90426 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87168 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29039 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 256Q: 33 clusters Score -1.022291e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42157 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 48422 members 
Mstep: Class 10 contains 18676 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82201 members 
Mstep: Class 14 contains 14731 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 19101 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84426 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92504 members 
Mstep: Class 22 contains 91333 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 90102 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90426 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87163 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29045 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 257Q: 33 clusters Score -1.022292e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42154 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5097 members 
Mstep: Class 9 contains 48440 members 
Mstep: Class 10 contains 18674 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82211 members 
Mstep: Class 14 contains 14720 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 19107 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84444 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92498 members 
Mstep: Class 22 contains 91332 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 90095 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90416 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87148 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29048 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 258Q: 33 clusters Score -1.022294e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 48453 members 
Mstep: Class 10 contains 18672 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82217 members 
Mstep: Class 14 contains 14710 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 19109 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84450 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92503 members 
Mstep: Class 22 contains 91329 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 90092 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90407 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87137 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29061 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 259Q: 33 clusters Score -1.022293e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42152 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 48466 members 
Mstep: Class 10 contains 18666 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82219 members 
Mstep: Class 14 contains 14700 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 19110 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84464 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92491 members 
Mstep: Class 22 contains 91315 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 90098 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90389 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87146 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29073 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 260F: 33 clusters Score -1.022292e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 48483 members 
Mstep: Class 10 contains 18663 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82225 members 
Mstep: Class 14 contains 14688 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 19113 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84470 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92480 members 
Mstep: Class 22 contains 91316 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 90092 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90378 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87158 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29074 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 261Q: 33 clusters Score -1.022293e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14009 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42149 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 48503 members 
Mstep: Class 10 contains 18659 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82224 members 
Mstep: Class 14 contains 14682 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 19112 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84481 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92474 members 
Mstep: Class 22 contains 91325 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 90074 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90363 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87173 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29067 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 262Q: 33 clusters Score -1.022293e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14008 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 48520 members 
Mstep: Class 10 contains 18654 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82226 members 
Mstep: Class 14 contains 14672 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 19113 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84479 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92468 members 
Mstep: Class 22 contains 91316 members 
Mstep: Class 23 contains 4103 members 
Mstep: Class 24 contains 90037 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90379 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87194 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29079 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 263Q: 33 clusters Score -1.022293e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14003 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42147 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 48537 members 
Mstep: Class 10 contains 18654 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82230 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 19115 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84479 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92457 members 
Mstep: Class 22 contains 91303 members 
Mstep: Class 23 contains 4104 members 
Mstep: Class 24 contains 90019 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90391 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87204 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29093 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 264Q: 33 clusters Score -1.022294e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13999 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 48558 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82244 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 19117 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84500 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92438 members 
Mstep: Class 22 contains 91303 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89980 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90373 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87234 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29099 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 265Q: 33 clusters Score -1.022294e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 48581 members 
Mstep: Class 10 contains 18644 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82254 members 
Mstep: Class 14 contains 14643 members 
Mstep: Class 15 contains 4667 members 
Mstep: Class 16 contains 19121 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84526 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92421 members 
Mstep: Class 22 contains 91298 members 
Mstep: Class 23 contains 4107 members 
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Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90348 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87262 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29094 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 266Q: 33 clusters Score -1.022295e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13995 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42146 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 48604 members 
Mstep: Class 10 contains 18636 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82257 members 
Mstep: Class 14 contains 14634 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 19124 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84535 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92405 members 
Mstep: Class 22 contains 91301 members 
Mstep: Class 23 contains 4107 members 
Mstep: Class 24 contains 89938 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90335 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87287 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29085 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 267Q: 33 clusters Score -1.022295e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13991 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 48620 members 
Mstep: Class 10 contains 18628 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82257 members 
Mstep: Class 14 contains 14621 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 19129 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84532 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92394 members 
Mstep: Class 22 contains 91301 members 
Mstep: Class 23 contains 4108 members 
Mstep: Class 24 contains 89909 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90335 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87327 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29088 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 268Q: 33 clusters Score -1.022294e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13988 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42146 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 48636 members 
Mstep: Class 10 contains 18624 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82247 members 
Mstep: Class 14 contains 14608 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 19134 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84535 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92378 members 
Mstep: Class 22 contains 91316 members 
Mstep: Class 23 contains 4109 members 
Mstep: Class 24 contains 89892 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90330 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87364 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29080 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 269Q: 33 clusters Score -1.022293e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13983 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42147 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 48648 members 
Mstep: Class 10 contains 18621 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82242 members 
Mstep: Class 14 contains 14598 members 
Mstep: Class 15 contains 4669 members 
Mstep: Class 16 contains 19136 members 
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Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92367 members 
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Mstep: Class 23 contains 4109 members 
Mstep: Class 24 contains 89867 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90336 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87391 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29094 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 270Q: 33 clusters Score -1.022292e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13979 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5113 members 
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Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82243 members 
Mstep: Class 14 contains 14576 members 
Mstep: Class 15 contains 4669 members 
Mstep: Class 16 contains 19135 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84515 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92360 members 
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Mstep: Class 23 contains 4110 members 
Mstep: Class 24 contains 89844 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90343 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87426 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29102 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 271Q: 33 clusters Score -1.022292e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13975 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 48680 members 
Mstep: Class 10 contains 18608 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82250 members 
Mstep: Class 14 contains 14565 members 
Mstep: Class 15 contains 4669 members 
Mstep: Class 16 contains 19132 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84518 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92359 members 
Mstep: Class 22 contains 91320 members 
Mstep: Class 23 contains 4110 members 
Mstep: Class 24 contains 89841 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90339 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87430 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29104 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 272Q: 33 clusters Score -1.022292e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13976 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42152 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 48688 members 
Mstep: Class 10 contains 18603 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82262 members 
Mstep: Class 14 contains 14559 members 
Mstep: Class 15 contains 4669 members 
Mstep: Class 16 contains 19140 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84515 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92347 members 
Mstep: Class 22 contains 91322 members 
Mstep: Class 23 contains 4110 members 
Mstep: Class 24 contains 89829 members 
Mstep: Class 25 contains 5785 members 
Mstep: Class 26 contains 90328 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87433 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29116 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
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Iteration 273Q: 33 clusters Score -1.022293e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13976 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42153 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 48702 members 
Mstep: Class 10 contains 18601 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82276 members 
Mstep: Class 14 contains 14554 members 
Mstep: Class 15 contains 4669 members 
Mstep: Class 16 contains 19143 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84516 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92351 members 
Mstep: Class 22 contains 91316 members 
Mstep: Class 23 contains 4110 members 
Mstep: Class 24 contains 89813 members 
Mstep: Class 25 contains 5786 members 
Mstep: Class 26 contains 90317 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87426 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29125 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229360.000000 Penalty: 70941.500000
Iteration 274Q: 33 clusters Score -1.022294e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13972 members 
Mstep: Class 3 contains 3355 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 48718 members 
Mstep: Class 10 contains 18594 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82291 members 
Mstep: Class 14 contains 14542 members 
Mstep: Class 15 contains 4669 members 
Mstep: Class 16 contains 19147 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84522 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92363 members 
Mstep: Class 22 contains 91305 members 
Mstep: Class 23 contains 4110 members 
Mstep: Class 24 contains 89788 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90303 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87431 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29138 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229312.000000 Penalty: 70941.500000
Iteration 275Q: 33 clusters Score -1.022293e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13969 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42153 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 48730 members 
Mstep: Class 10 contains 18589 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82300 members 
Mstep: Class 14 contains 14538 members 
Mstep: Class 15 contains 4669 members 
Mstep: Class 16 contains 19152 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84526 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92361 members 
Mstep: Class 22 contains 91303 members 
Mstep: Class 23 contains 4110 members 
Mstep: Class 24 contains 89764 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90289 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87454 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29140 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229312.000000 Penalty: 70941.500000
Iteration 276Q: 33 clusters Score -1.022293e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13968 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42152 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 48751 members 
Mstep: Class 10 contains 18587 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82315 members 
Mstep: Class 14 contains 14530 members 
Mstep: Class 15 contains 4669 members 
Mstep: Class 16 contains 19149 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84513 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92361 members 
Mstep: Class 22 contains 91287 members 
Mstep: Class 23 contains 4111 members 
Mstep: Class 24 contains 89741 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 90289 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87468 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29152 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229168.000000 Penalty: 70941.500000
Iteration 277Q: 33 clusters Score -1.022292e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13968 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42153 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 48758 members 
Mstep: Class 10 contains 18589 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82329 members 
Mstep: Class 14 contains 14526 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19155 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84516 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92360 members 
Mstep: Class 22 contains 91278 members 
Mstep: Class 23 contains 4112 members 
Mstep: Class 24 contains 89720 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 90268 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87474 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29167 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229168.000000 Penalty: 70941.500000
Iteration 278Q: 33 clusters Score -1.022292e+08 nChanged 281
Entering ConstructFrom: 
Score: -102229168.000000 Penalty: 70941.500000
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -46536.000000 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -46536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45572.988281 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -45572.99 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46047.203125 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -46047.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46416.851562 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -46416.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46777.753906 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -46777.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46929.871094 Penalty: 2033.741943
	Iteration 4F: 3 clusters Score -46929.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47018.875000 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -47018.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47085.707031 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -47085.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47151.542969 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -47151.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47205.128906 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -47205.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47259.085938 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -47259.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47265.742188 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -47265.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47268.804688 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -47268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47269.457031 Penalty: 2033.741943
	Iteration 12Q: 3 clusters Score -47269.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47269.457031 Penalty: 2033.741943
	Iteration 13F: 3 clusters Score -47269.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 13961 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42160 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 48764 members 
Mstep: Class 10 contains 18585 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82346 members 
Mstep: Class 14 contains 14521 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19156 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84510 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92359 members 
Mstep: Class 22 contains 91265 members 
Mstep: Class 23 contains 4114 members 
Mstep: Class 24 contains 89701 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90263 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87474 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29191 members 
Mstep: Class 32 contains 485 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
Score: -102228640.000000 Penalty: 73158.421875
Splitting cluster 1 changes total score from -102229168.000000 to -102228640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Entering Unmasked Estep 
Score: -1690142.750000 Penalty: 1550.903687
	Iteration 0F: 2 clusters Score -1690143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1680497.125000 Penalty: 3101.807373
	Iteration 0F: 3 clusters Score -1680497 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1683817.375000 Penalty: 3101.807373
	Iteration 1F: 3 clusters Score -1683817 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1684109.375000 Penalty: 3101.807373
	Iteration 2F: 3 clusters Score -1684109 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1684377.375000 Penalty: 3101.807373
	Iteration 3Q: 3 clusters Score -1684377 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1684612.875000 Penalty: 3101.807373
	Iteration 4Q: 3 clusters Score -1684613 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1684868.125000 Penalty: 3101.807373
	Iteration 5Q: 3 clusters Score -1684868 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1685180.625000 Penalty: 3101.807373
	Iteration 6Q: 3 clusters Score -1685181 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1685526.375000 Penalty: 3101.807373
	Iteration 7Q: 3 clusters Score -1685526 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1685925.250000 Penalty: 3101.807373
	Iteration 8Q: 3 clusters Score -1685925 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1686386.000000 Penalty: 3101.807373
	Iteration 9Q: 3 clusters Score -1686386 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1686940.750000 Penalty: 3101.807373
	Iteration 10F: 3 clusters Score -1686941 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1687371.625000 Penalty: 3101.807373
	Iteration 11Q: 3 clusters Score -1687372 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1687678.625000 Penalty: 3101.807373
	Iteration 12Q: 3 clusters Score -1687679 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1687853.125000 Penalty: 3101.807373
	Iteration 13Q: 3 clusters Score -1687853 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1687972.000000 Penalty: 3101.807373
	Iteration 14Q: 3 clusters Score -1687972 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1688069.250000 Penalty: 3101.807373
	Iteration 15Q: 3 clusters Score -1688069 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1688151.500000 Penalty: 3101.807373
	Iteration 16Q: 3 clusters Score -1688152 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1688210.125000 Penalty: 3101.807373
	Iteration 17Q: 3 clusters Score -1688210 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1688260.750000 Penalty: 3101.807373
	Iteration 18Q: 3 clusters Score -1688261 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1688310.625000 Penalty: 3101.807373
	Iteration 19Q: 3 clusters Score -1688311 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1688365.000000 Penalty: 3101.807373
	Iteration 20F: 3 clusters Score -1688365 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1688420.250000 Penalty: 3101.807373
	Iteration 21Q: 3 clusters Score -1688420 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1688457.125000 Penalty: 3101.807373
	Iteration 22Q: 3 clusters Score -1688457 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1688496.125000 Penalty: 3101.807373
	Iteration 23Q: 3 clusters Score -1688496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1688525.375000 Penalty: 3101.807373
	Iteration 24Q: 3 clusters Score -1688525 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1688540.000000 Penalty: 3101.807373
	Iteration 25Q: 3 clusters Score -1688540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1688561.125000 Penalty: 3101.807373
	Iteration 26Q: 3 clusters Score -1688561 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1688575.500000 Penalty: 3101.807373
	Iteration 27Q: 3 clusters Score -1688576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1688586.875000 Penalty: 3101.807373
	Iteration 28Q: 3 clusters Score -1688587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1688600.250000 Penalty: 3101.807373
	Iteration 29Q: 3 clusters Score -1688600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1688608.000000 Penalty: 3101.807373
	Iteration 30Q: 3 clusters Score -1688608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1688618.875000 Penalty: 3101.807373
	Iteration 31Q: 3 clusters Score -1688619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1688626.375000 Penalty: 3101.807373
	Iteration 32Q: 3 clusters Score -1688626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1688634.500000 Penalty: 3101.807373
	Iteration 33Q: 3 clusters Score -1688634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1688645.000000 Penalty: 3101.807373
	Iteration 34Q: 3 clusters Score -1688645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1688643.000000 Penalty: 3101.807373
	Iteration 35Q: 3 clusters Score -1688643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1688655.250000 Penalty: 3101.807373
	Iteration 36Q: 3 clusters Score -1688655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1688668.000000 Penalty: 3101.807373
	Iteration 37Q: 3 clusters Score -1688668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1688671.500000 Penalty: 3101.807373
	Iteration 38Q: 3 clusters Score -1688672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1688678.375000 Penalty: 3101.807373
	Iteration 39Q: 3 clusters Score -1688678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1688685.500000 Penalty: 3101.807373
	Iteration 40F: 3 clusters Score -1688686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1688690.500000 Penalty: 3101.807373
	Iteration 41Q: 3 clusters Score -1688690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1688696.625000 Penalty: 3101.807373
	Iteration 42Q: 3 clusters Score -1688697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1688698.125000 Penalty: 3101.807373
	Iteration 43Q: 3 clusters Score -1688698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1688696.500000 Penalty: 3101.807373
	Iteration 44Q: 3 clusters Score -1688696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1688701.375000 Penalty: 3101.807373
	Iteration 45Q: 3 clusters Score -1688701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1688706.750000 Penalty: 3101.807373
	Iteration 46Q: 3 clusters Score -1688707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1688708.375000 Penalty: 3101.807373
	Iteration 47Q: 3 clusters Score -1688708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1688707.500000 Penalty: 3101.807373
	Iteration 48Q: 3 clusters Score -1688708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1688712.250000 Penalty: 3101.807373
	Iteration 49Q: 3 clusters Score -1688712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1688711.500000 Penalty: 3101.807373
	Iteration 50Q: 3 clusters Score -1688712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1688719.375000 Penalty: 3101.807373
	Iteration 51Q: 3 clusters Score -1688719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1688719.875000 Penalty: 3101.807373
	Iteration 52Q: 3 clusters Score -1688720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1688725.500000 Penalty: 3101.807373
	Iteration 53Q: 3 clusters Score -1688726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1688728.125000 Penalty: 3101.807373
	Iteration 54Q: 3 clusters Score -1688728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1688730.125000 Penalty: 3101.807373
	Iteration 55Q: 3 clusters Score -1688730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1688732.750000 Penalty: 3101.807373
	Iteration 56Q: 3 clusters Score -1688733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1688739.375000 Penalty: 3101.807373
	Iteration 57Q: 3 clusters Score -1688739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1688741.125000 Penalty: 3101.807373
	Iteration 58Q: 3 clusters Score -1688741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1688739.125000 Penalty: 3101.807373
	Iteration 59Q: 3 clusters Score -1688739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1688740.375000 Penalty: 3101.807373
	Iteration 60F: 3 clusters Score -1688740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1688740.750000 Penalty: 3101.807373
	Iteration 61Q: 3 clusters Score -1688741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1688740.750000 Penalty: 3101.807373
	Iteration 62Q: 3 clusters Score -1688741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1688744.875000 Penalty: 3101.807373
	Iteration 63Q: 3 clusters Score -1688745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1688744.875000 Penalty: 3101.807373
	Iteration 64Q: 3 clusters Score -1688745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1688744.500000 Penalty: 3101.807373
	Iteration 65Q: 3 clusters Score -1688744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1688744.500000 Penalty: 3101.807373
	Iteration 66F: 3 clusters Score -1688744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -389769.125000 Penalty: 1319.111816
	Iteration 0F: 2 clusters Score -389769.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -386786.156250 Penalty: 2638.223633
	Iteration 0F: 3 clusters Score -386786.2 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -387647.093750 Penalty: 2638.223633
	Iteration 1F: 3 clusters Score -387647.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -387882.906250 Penalty: 2638.223633
	Iteration 2F: 3 clusters Score -387882.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -388089.000000 Penalty: 2638.223633
	Iteration 3F: 3 clusters Score -388089 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -388256.406250 Penalty: 2638.223633
	Iteration 4F: 3 clusters Score -388256.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -388370.656250 Penalty: 2638.223633
	Iteration 5Q: 3 clusters Score -388370.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -388441.375000 Penalty: 2638.223633
	Iteration 6Q: 3 clusters Score -388441.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -388496.906250 Penalty: 2638.223633
	Iteration 7Q: 3 clusters Score -388496.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -388543.656250 Penalty: 2638.223633
	Iteration 8Q: 3 clusters Score -388543.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -388573.250000 Penalty: 2638.223633
	Iteration 9Q: 3 clusters Score -388573.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -388612.750000 Penalty: 2638.223633
	Iteration 10Q: 3 clusters Score -388612.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -388660.062500 Penalty: 2638.223633
	Iteration 11Q: 3 clusters Score -388660.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -388705.437500 Penalty: 2638.223633
	Iteration 12Q: 3 clusters Score -388705.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -388753.906250 Penalty: 2638.223633
	Iteration 13Q: 3 clusters Score -388753.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -388797.937500 Penalty: 2638.223633
	Iteration 14Q: 3 clusters Score -388797.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -388822.062500 Penalty: 2638.223633
	Iteration 15Q: 3 clusters Score -388822.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -388837.750000 Penalty: 2638.223633
	Iteration 16Q: 3 clusters Score -388837.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -388850.437500 Penalty: 2638.223633
	Iteration 17Q: 3 clusters Score -388850.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -388860.125000 Penalty: 2638.223633
	Iteration 18Q: 3 clusters Score -388860.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -388865.062500 Penalty: 2638.223633
	Iteration 19Q: 3 clusters Score -388865.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -388871.000000 Penalty: 2638.223633
	Iteration 20F: 3 clusters Score -388871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -388877.500000 Penalty: 2638.223633
	Iteration 21Q: 3 clusters Score -388877.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -388882.500000 Penalty: 2638.223633
	Iteration 22Q: 3 clusters Score -388882.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -388885.531250 Penalty: 2638.223633
	Iteration 23Q: 3 clusters Score -388885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -388888.125000 Penalty: 2638.223633
	Iteration 24Q: 3 clusters Score -388888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -388888.250000 Penalty: 2638.223633
	Iteration 25Q: 3 clusters Score -388888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -388888.250000 Penalty: 2638.223633
	Iteration 26Q: 3 clusters Score -388888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -388888.250000 Penalty: 2638.223633
	Iteration 27F: 3 clusters Score -388888.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -164469.671875 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -164469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -162740.703125 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -162740.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -163116.765625 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -163116.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -163302.890625 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -163302.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -163403.484375 Penalty: 2362.851562
	Iteration 3F: 3 clusters Score -163403.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -163489.046875 Penalty: 2362.851562
	Iteration 4F: 3 clusters Score -163489 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -163562.812500 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -163562.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -163628.828125 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -163628.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -163692.234375 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -163692.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -163727.656250 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -163727.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -163761.406250 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -163761.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -163781.625000 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -163781.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -163793.437500 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -163793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -163801.625000 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -163801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -163807.859375 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -163807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -163811.234375 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -163811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -163811.796875 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -163811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -163812.093750 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -163812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -163814.453125 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -163814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -163816.390625 Penalty: 2362.851562
	Iteration 18Q: 3 clusters Score -163816.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -163818.953125 Penalty: 2362.851562
	Iteration 19F: 3 clusters Score -163819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -163821.171875 Penalty: 2362.851562
	Iteration 20F: 3 clusters Score -163821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -163825.937500 Penalty: 2362.851562
	Iteration 21Q: 3 clusters Score -163825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -163833.515625 Penalty: 2362.851562
	Iteration 22Q: 3 clusters Score -163833.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -163837.578125 Penalty: 2362.851562
	Iteration 23Q: 3 clusters Score -163837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -163837.984375 Penalty: 2362.851562
	Iteration 24Q: 3 clusters Score -163838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -163838.343750 Penalty: 2362.851562
	Iteration 25Q: 3 clusters Score -163838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -163840.062500 Penalty: 2362.851562
	Iteration 26Q: 3 clusters Score -163840.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -163841.453125 Penalty: 2362.851562
	Iteration 27Q: 3 clusters Score -163841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -163841.921875 Penalty: 2362.851562
	Iteration 28Q: 3 clusters Score -163841.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -163841.921875 Penalty: 2362.851562
	Iteration 29F: 3 clusters Score -163841.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Entering Unmasked Estep 
Score: -5214692.000000 Penalty: 1730.499390
	Iteration 0F: 2 clusters Score -5214692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -5186534.500000 Penalty: 3460.998779
	Iteration 0F: 3 clusters Score -5186534 nChanged 19615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5197501.000000 Penalty: 3460.998779
	Iteration 1F: 3 clusters Score -5197501 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -5198141.000000 Penalty: 3460.998779
	Iteration 2Q: 3 clusters Score -5198141 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -5198806.000000 Penalty: 3460.998779
	Iteration 3Q: 3 clusters Score -5198806 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -5199586.000000 Penalty: 3460.998779
	Iteration 4Q: 3 clusters Score -5199586 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -5200627.000000 Penalty: 3460.998779
	Iteration 5F: 3 clusters Score -5200627 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -5202156.000000 Penalty: 3460.998779
	Iteration 6F: 3 clusters Score -5202156 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -5204269.000000 Penalty: 3460.998779
	Iteration 7F: 3 clusters Score -5204269 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -5206658.000000 Penalty: 3460.998779
	Iteration 8F: 3 clusters Score -5206658 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -5208585.500000 Penalty: 3460.998779
	Iteration 9F: 3 clusters Score -5208586 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -5209656.500000 Penalty: 3460.998779
	Iteration 10Q: 3 clusters Score -5209656 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -5210279.000000 Penalty: 3460.998779
	Iteration 11Q: 3 clusters Score -5210279 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -5210656.500000 Penalty: 3460.998779
	Iteration 12Q: 3 clusters Score -5210656 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -5210981.500000 Penalty: 3460.998779
	Iteration 13Q: 3 clusters Score -5210982 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -5211260.000000 Penalty: 3460.998779
	Iteration 14Q: 3 clusters Score -5211260 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -5211475.000000 Penalty: 3460.998779
	Iteration 15Q: 3 clusters Score -5211475 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -5211613.500000 Penalty: 3460.998779
	Iteration 16Q: 3 clusters Score -5211614 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5211791.000000 Penalty: 3460.998779
	Iteration 17Q: 3 clusters Score -5211791 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -5211939.000000 Penalty: 3460.998779
	Iteration 18Q: 3 clusters Score -5211939 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -5212040.000000 Penalty: 3460.998779
	Iteration 19Q: 3 clusters Score -5212040 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5212127.500000 Penalty: 3460.998779
	Iteration 20F: 3 clusters Score -5212128 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5212223.000000 Penalty: 3460.998779
	Iteration 21Q: 3 clusters Score -5212223 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5212316.500000 Penalty: 3460.998779
	Iteration 22Q: 3 clusters Score -5212316 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5212416.500000 Penalty: 3460.998779
	Iteration 23Q: 3 clusters Score -5212416 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5212492.000000 Penalty: 3460.998779
	Iteration 24Q: 3 clusters Score -5212492 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5212582.500000 Penalty: 3460.998779
	Iteration 25Q: 3 clusters Score -5212582 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5212661.500000 Penalty: 3460.998779
	Iteration 26Q: 3 clusters Score -5212662 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5212745.000000 Penalty: 3460.998779
	Iteration 27Q: 3 clusters Score -5212745 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5212806.500000 Penalty: 3460.998779
	Iteration 28Q: 3 clusters Score -5212806 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5212864.000000 Penalty: 3460.998779
	Iteration 29Q: 3 clusters Score -5212864 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5212927.500000 Penalty: 3460.998779
	Iteration 30Q: 3 clusters Score -5212928 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5212975.000000 Penalty: 3460.998779
	Iteration 31Q: 3 clusters Score -5212975 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5213028.500000 Penalty: 3460.998779
	Iteration 32Q: 3 clusters Score -5213028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5213062.000000 Penalty: 3460.998779
	Iteration 33Q: 3 clusters Score -5213062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5213083.000000 Penalty: 3460.998779
	Iteration 34Q: 3 clusters Score -5213083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5213101.000000 Penalty: 3460.998779
	Iteration 35Q: 3 clusters Score -5213101 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5213115.000000 Penalty: 3460.998779
	Iteration 36Q: 3 clusters Score -5213115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5213136.000000 Penalty: 3460.998779
	Iteration 37Q: 3 clusters Score -5213136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5213148.000000 Penalty: 3460.998779
	Iteration 38Q: 3 clusters Score -5213148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5213166.000000 Penalty: 3460.998779
	Iteration 39Q: 3 clusters Score -5213166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5213179.500000 Penalty: 3460.998779
	Iteration 40F: 3 clusters Score -5213180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5213181.000000 Penalty: 3460.998779
	Iteration 41Q: 3 clusters Score -5213181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5213184.000000 Penalty: 3460.998779
	Iteration 42Q: 3 clusters Score -5213184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5213193.500000 Penalty: 3460.998779
	Iteration 43Q: 3 clusters Score -5213194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5213204.500000 Penalty: 3460.998779
	Iteration 44Q: 3 clusters Score -5213204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5213206.000000 Penalty: 3460.998779
	Iteration 45Q: 3 clusters Score -5213206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5213221.000000 Penalty: 3460.998779
	Iteration 46Q: 3 clusters Score -5213221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5213215.500000 Penalty: 3460.998779
	Iteration 47Q: 3 clusters Score -5213216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5213219.500000 Penalty: 3460.998779
	Iteration 48Q: 3 clusters Score -5213220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5213223.000000 Penalty: 3460.998779
	Iteration 49Q: 3 clusters Score -5213223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5213231.500000 Penalty: 3460.998779
	Iteration 50Q: 3 clusters Score -5213232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5213232.500000 Penalty: 3460.998779
	Iteration 51Q: 3 clusters Score -5213232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5213238.500000 Penalty: 3460.998779
	Iteration 52Q: 3 clusters Score -5213238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5213232.000000 Penalty: 3460.998779
	Iteration 53Q: 3 clusters Score -5213232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5213247.000000 Penalty: 3460.998779
	Iteration 54Q: 3 clusters Score -5213247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5213248.000000 Penalty: 3460.998779
	Iteration 55Q: 3 clusters Score -5213248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5213250.500000 Penalty: 3460.998779
	Iteration 56Q: 3 clusters Score -5213250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5213266.000000 Penalty: 3460.998779
	Iteration 57Q: 3 clusters Score -5213266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5213267.000000 Penalty: 3460.998779
	Iteration 58Q: 3 clusters Score -5213267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5213284.000000 Penalty: 3460.998779
	Iteration 59Q: 3 clusters Score -5213284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5213282.500000 Penalty: 3460.998779
	Iteration 60F: 3 clusters Score -5213282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5213285.500000 Penalty: 3460.998779
	Iteration 61Q: 3 clusters Score -5213286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5213292.000000 Penalty: 3460.998779
	Iteration 62Q: 3 clusters Score -5213292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5213298.500000 Penalty: 3460.998779
	Iteration 63Q: 3 clusters Score -5213298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5213301.000000 Penalty: 3460.998779
	Iteration 64Q: 3 clusters Score -5213301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5213294.500000 Penalty: 3460.998779
	Iteration 65Q: 3 clusters Score -5213294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5213306.500000 Penalty: 3460.998779
	Iteration 66Q: 3 clusters Score -5213306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5213306.500000 Penalty: 3460.998779
	Iteration 67Q: 3 clusters Score -5213306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5213309.500000 Penalty: 3460.998779
	Iteration 68Q: 3 clusters Score -5213310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5213308.500000 Penalty: 3460.998779
	Iteration 69Q: 3 clusters Score -5213308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5213308.000000 Penalty: 3460.998779
	Iteration 70Q: 3 clusters Score -5213308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5213306.000000 Penalty: 3460.998779
	Iteration 71Q: 3 clusters Score -5213306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5213309.500000 Penalty: 3460.998779
	Iteration 72Q: 3 clusters Score -5213310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5213311.500000 Penalty: 3460.998779
	Iteration 73Q: 3 clusters Score -5213312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5213310.000000 Penalty: 3460.998779
	Iteration 74Q: 3 clusters Score -5213310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5213313.000000 Penalty: 3460.998779
	Iteration 75Q: 3 clusters Score -5213313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5213313.000000 Penalty: 3460.998779
	Iteration 76Q: 3 clusters Score -5213313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5213314.000000 Penalty: 3460.998779
	Iteration 77Q: 3 clusters Score -5213314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5213310.000000 Penalty: 3460.998779
	Iteration 78Q: 3 clusters Score -5213310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5213310.000000 Penalty: 3460.998779
	Iteration 79Q: 3 clusters Score -5213310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5213312.500000 Penalty: 3460.998779
	Iteration 80F: 3 clusters Score -5213312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -234237.312500 Penalty: 1241.441895
	Iteration 0F: 2 clusters Score -234237.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -232079.953125 Penalty: 2482.883789
	Iteration 0F: 3 clusters Score -232080 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -232594.953125 Penalty: 2482.883789
	Iteration 1F: 3 clusters Score -232595 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -232752.296875 Penalty: 2482.883789
	Iteration 2F: 3 clusters Score -232752.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -232879.562500 Penalty: 2482.883789
	Iteration 3F: 3 clusters Score -232879.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -232982.312500 Penalty: 2482.883789
	Iteration 4F: 3 clusters Score -232982.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -233095.562500 Penalty: 2482.883789
	Iteration 5Q: 3 clusters Score -233095.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -233207.906250 Penalty: 2482.883789
	Iteration 6Q: 3 clusters Score -233207.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -233325.343750 Penalty: 2482.883789
	Iteration 7Q: 3 clusters Score -233325.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -233437.437500 Penalty: 2482.883789
	Iteration 8Q: 3 clusters Score -233437.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -233536.687500 Penalty: 2482.883789
	Iteration 9Q: 3 clusters Score -233536.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -233612.843750 Penalty: 2482.883789
	Iteration 10Q: 3 clusters Score -233612.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -233653.703125 Penalty: 2482.883789
	Iteration 11Q: 3 clusters Score -233653.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -233682.218750 Penalty: 2482.883789
	Iteration 12Q: 3 clusters Score -233682.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -233706.453125 Penalty: 2482.883789
	Iteration 13Q: 3 clusters Score -233706.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -233724.031250 Penalty: 2482.883789
	Iteration 14Q: 3 clusters Score -233724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -233740.109375 Penalty: 2482.883789
	Iteration 15Q: 3 clusters Score -233740.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -233748.234375 Penalty: 2482.883789
	Iteration 16Q: 3 clusters Score -233748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -233750.828125 Penalty: 2482.883789
	Iteration 17Q: 3 clusters Score -233750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -233752.593750 Penalty: 2482.883789
	Iteration 18Q: 3 clusters Score -233752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -233753.140625 Penalty: 2482.883789
	Iteration 19Q: 3 clusters Score -233753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -233753.625000 Penalty: 2482.883789
	Iteration 20F: 3 clusters Score -233753.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -233754.125000 Penalty: 2482.883789
	Iteration 21Q: 3 clusters Score -233754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -233756.031250 Penalty: 2482.883789
	Iteration 22Q: 3 clusters Score -233756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -233757.015625 Penalty: 2482.883789
	Iteration 23Q: 3 clusters Score -233757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -233757.390625 Penalty: 2482.883789
	Iteration 24Q: 3 clusters Score -233757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -233757.859375 Penalty: 2482.883789
	Iteration 25Q: 3 clusters Score -233757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -233758.875000 Penalty: 2482.883789
	Iteration 26Q: 3 clusters Score -233758.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -233758.875000 Penalty: 2482.883789
	Iteration 27F: 3 clusters Score -233758.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -292560.781250 Penalty: 1272.702271
	Iteration 0F: 2 clusters Score -292560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -290139.593750 Penalty: 2545.404541
	Iteration 0F: 3 clusters Score -290139.6 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -290815.875000 Penalty: 2545.404541
	Iteration 1F: 3 clusters Score -290815.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -291045.718750 Penalty: 2545.404541
	Iteration 2F: 3 clusters Score -291045.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -291203.906250 Penalty: 2545.404541
	Iteration 3F: 3 clusters Score -291203.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -291377.406250 Penalty: 2545.404541
	Iteration 4F: 3 clusters Score -291377.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -291498.593750 Penalty: 2545.404541
	Iteration 5Q: 3 clusters Score -291498.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -291580.937500 Penalty: 2545.404541
	Iteration 6Q: 3 clusters Score -291580.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -291633.937500 Penalty: 2545.404541
	Iteration 7Q: 3 clusters Score -291633.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -291668.718750 Penalty: 2545.404541
	Iteration 8Q: 3 clusters Score -291668.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -291691.843750 Penalty: 2545.404541
	Iteration 9Q: 3 clusters Score -291691.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -291711.718750 Penalty: 2545.404541
	Iteration 10Q: 3 clusters Score -291711.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -291726.125000 Penalty: 2545.404541
	Iteration 11Q: 3 clusters Score -291726.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -291738.031250 Penalty: 2545.404541
	Iteration 12Q: 3 clusters Score -291738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -291745.812500 Penalty: 2545.404541
	Iteration 13Q: 3 clusters Score -291745.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -291755.656250 Penalty: 2545.404541
	Iteration 14Q: 3 clusters Score -291755.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -291761.000000 Penalty: 2545.404541
	Iteration 15Q: 3 clusters Score -291761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -291765.875000 Penalty: 2545.404541
	Iteration 16Q: 3 clusters Score -291765.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -291770.593750 Penalty: 2545.404541
	Iteration 17Q: 3 clusters Score -291770.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -291778.968750 Penalty: 2545.404541
	Iteration 18Q: 3 clusters Score -291779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -291784.406250 Penalty: 2545.404541
	Iteration 19Q: 3 clusters Score -291784.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -291792.031250 Penalty: 2545.404541
	Iteration 20F: 3 clusters Score -291792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -291794.593750 Penalty: 2545.404541
	Iteration 21Q: 3 clusters Score -291794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -291796.312500 Penalty: 2545.404541
	Iteration 22Q: 3 clusters Score -291796.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -291799.656250 Penalty: 2545.404541
	Iteration 23Q: 3 clusters Score -291799.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -291807.562500 Penalty: 2545.404541
	Iteration 24Q: 3 clusters Score -291807.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -291816.500000 Penalty: 2545.404541
	Iteration 25Q: 3 clusters Score -291816.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -291825.937500 Penalty: 2545.404541
	Iteration 26Q: 3 clusters Score -291825.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -291832.312500 Penalty: 2545.404541
	Iteration 27Q: 3 clusters Score -291832.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -291835.031250 Penalty: 2545.404541
	Iteration 28Q: 3 clusters Score -291835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -291836.343750 Penalty: 2545.404541
	Iteration 29Q: 3 clusters Score -291836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -291839.031250 Penalty: 2545.404541
	Iteration 30Q: 3 clusters Score -291839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -291840.500000 Penalty: 2545.404541
	Iteration 31Q: 3 clusters Score -291840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -291842.562500 Penalty: 2545.404541
	Iteration 32Q: 3 clusters Score -291842.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -291846.593750 Penalty: 2545.404541
	Iteration 33Q: 3 clusters Score -291846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -291848.156250 Penalty: 2545.404541
	Iteration 34Q: 3 clusters Score -291848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -291849.625000 Penalty: 2545.404541
	Iteration 35Q: 3 clusters Score -291849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -291853.156250 Penalty: 2545.404541
	Iteration 36Q: 3 clusters Score -291853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -291856.812500 Penalty: 2545.404541
	Iteration 37Q: 3 clusters Score -291856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -291860.312500 Penalty: 2545.404541
	Iteration 38Q: 3 clusters Score -291860.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -291862.875000 Penalty: 2545.404541
	Iteration 39Q: 3 clusters Score -291862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -291863.718750 Penalty: 2545.404541
	Iteration 40F: 3 clusters Score -291863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -291863.843750 Penalty: 2545.404541
	Iteration 41Q: 3 clusters Score -291863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -291863.843750 Penalty: 2545.404541
	Iteration 42F: 3 clusters Score -291863.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -609258.187500 Penalty: 1387.866089
	Iteration 0F: 2 clusters Score -609258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -605253.062500 Penalty: 2775.732178
	Iteration 0F: 3 clusters Score -605253.1 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -606408.750000 Penalty: 2775.732178
	Iteration 1F: 3 clusters Score -606408.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -606599.500000 Penalty: 2775.732178
	Iteration 2F: 3 clusters Score -606599.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -606748.250000 Penalty: 2775.732178
	Iteration 3Q: 3 clusters Score -606748.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -606898.375000 Penalty: 2775.732178
	Iteration 4Q: 3 clusters Score -606898.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -607051.500000 Penalty: 2775.732178
	Iteration 5Q: 3 clusters Score -607051.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -607199.750000 Penalty: 2775.732178
	Iteration 6Q: 3 clusters Score -607199.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -607338.312500 Penalty: 2775.732178
	Iteration 7Q: 3 clusters Score -607338.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -607442.000000 Penalty: 2775.732178
	Iteration 8Q: 3 clusters Score -607442 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -607572.750000 Penalty: 2775.732178
	Iteration 9Q: 3 clusters Score -607572.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -607686.625000 Penalty: 2775.732178
	Iteration 10Q: 3 clusters Score -607686.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -607794.687500 Penalty: 2775.732178
	Iteration 11Q: 3 clusters Score -607794.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -607907.812500 Penalty: 2775.732178
	Iteration 12Q: 3 clusters Score -607907.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -608005.875000 Penalty: 2775.732178
	Iteration 13Q: 3 clusters Score -608005.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -608092.625000 Penalty: 2775.732178
	Iteration 14Q: 3 clusters Score -608092.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -608164.937500 Penalty: 2775.732178
	Iteration 15Q: 3 clusters Score -608164.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -608213.437500 Penalty: 2775.732178
	Iteration 16Q: 3 clusters Score -608213.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -608244.187500 Penalty: 2775.732178
	Iteration 17Q: 3 clusters Score -608244.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -608272.687500 Penalty: 2775.732178
	Iteration 18Q: 3 clusters Score -608272.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -608294.250000 Penalty: 2775.732178
	Iteration 19Q: 3 clusters Score -608294.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -608310.312500 Penalty: 2775.732178
	Iteration 20F: 3 clusters Score -608310.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -608321.500000 Penalty: 2775.732178
	Iteration 21Q: 3 clusters Score -608321.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -608329.250000 Penalty: 2775.732178
	Iteration 22Q: 3 clusters Score -608329.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -608332.500000 Penalty: 2775.732178
	Iteration 23Q: 3 clusters Score -608332.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -608335.937500 Penalty: 2775.732178
	Iteration 24Q: 3 clusters Score -608335.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -608338.000000 Penalty: 2775.732178
	Iteration 25Q: 3 clusters Score -608338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -608341.437500 Penalty: 2775.732178
	Iteration 26Q: 3 clusters Score -608341.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -608345.750000 Penalty: 2775.732178
	Iteration 27Q: 3 clusters Score -608345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -608346.437500 Penalty: 2775.732178
	Iteration 28Q: 3 clusters Score -608346.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -608351.250000 Penalty: 2775.732178
	Iteration 29Q: 3 clusters Score -608351.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -608354.437500 Penalty: 2775.732178
	Iteration 30Q: 3 clusters Score -608354.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -608357.625000 Penalty: 2775.732178
	Iteration 31Q: 3 clusters Score -608357.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -608361.437500 Penalty: 2775.732178
	Iteration 32Q: 3 clusters Score -608361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -608362.562500 Penalty: 2775.732178
	Iteration 33Q: 3 clusters Score -608362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -608363.187500 Penalty: 2775.732178
	Iteration 34Q: 3 clusters Score -608363.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -608364.000000 Penalty: 2775.732178
	Iteration 35Q: 3 clusters Score -608364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -608365.062500 Penalty: 2775.732178
	Iteration 36Q: 3 clusters Score -608365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -608367.062500 Penalty: 2775.732178
	Iteration 37Q: 3 clusters Score -608367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -608369.500000 Penalty: 2775.732178
	Iteration 38Q: 3 clusters Score -608369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -608369.875000 Penalty: 2775.732178
	Iteration 39Q: 3 clusters Score -608369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -608372.875000 Penalty: 2775.732178
	Iteration 40F: 3 clusters Score -608372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -608373.375000 Penalty: 2775.732178
	Iteration 41Q: 3 clusters Score -608373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -608373.437500 Penalty: 2775.732178
	Iteration 42Q: 3 clusters Score -608373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -608375.062500 Penalty: 2775.732178
	Iteration 43Q: 3 clusters Score -608375.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -608376.000000 Penalty: 2775.732178
	Iteration 44Q: 3 clusters Score -608376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -608376.250000 Penalty: 2775.732178
	Iteration 45Q: 3 clusters Score -608376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -608376.500000 Penalty: 2775.732178
	Iteration 46Q: 3 clusters Score -608376.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -608376.875000 Penalty: 2775.732178
	Iteration 47Q: 3 clusters Score -608376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -608377.437500 Penalty: 2775.732178
	Iteration 48Q: 3 clusters Score -608377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -608378.312500 Penalty: 2775.732178
	Iteration 49Q: 3 clusters Score -608378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -608378.312500 Penalty: 2775.732178
	Iteration 50F: 3 clusters Score -608378.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Entering Unmasked Estep 
Score: -6182564.000000 Penalty: 1754.146484
	Iteration 0F: 2 clusters Score -6182564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -6150391.500000 Penalty: 3508.292969
	Iteration 0F: 3 clusters Score -6150392 nChanged 22947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -6163120.500000 Penalty: 3508.292969
	Iteration 1F: 3 clusters Score -6163120 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -6163689.500000 Penalty: 3508.292969
	Iteration 2Q: 3 clusters Score -6163690 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -6164494.500000 Penalty: 3508.292969
	Iteration 3Q: 3 clusters Score -6164494 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -6165896.500000 Penalty: 3508.292969
	Iteration 4F: 3 clusters Score -6165896 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -6168367.000000 Penalty: 3508.292969
	Iteration 5F: 3 clusters Score -6168367 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -6171905.500000 Penalty: 3508.292969
	Iteration 6F: 3 clusters Score -6171906 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -6175687.000000 Penalty: 3508.292969
	Iteration 7F: 3 clusters Score -6175687 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -6178754.000000 Penalty: 3508.292969
	Iteration 8F: 3 clusters Score -6178754 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -6180193.000000 Penalty: 3508.292969
	Iteration 9Q: 3 clusters Score -6180193 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -6180661.500000 Penalty: 3508.292969
	Iteration 10Q: 3 clusters Score -6180662 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -6180831.000000 Penalty: 3508.292969
	Iteration 11Q: 3 clusters Score -6180831 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -6180898.500000 Penalty: 3508.292969
	Iteration 12Q: 3 clusters Score -6180898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -6180924.000000 Penalty: 3508.292969
	Iteration 13Q: 3 clusters Score -6180924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -6180953.500000 Penalty: 3508.292969
	Iteration 14Q: 3 clusters Score -6180954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -6180968.000000 Penalty: 3508.292969
	Iteration 15Q: 3 clusters Score -6180968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -6180977.000000 Penalty: 3508.292969
	Iteration 16Q: 3 clusters Score -6180977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -6180983.000000 Penalty: 3508.292969
	Iteration 17Q: 3 clusters Score -6180983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -6180993.000000 Penalty: 3508.292969
	Iteration 18Q: 3 clusters Score -6180993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -6181000.000000 Penalty: 3508.292969
	Iteration 19Q: 3 clusters Score -6181000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -6181002.000000 Penalty: 3508.292969
	Iteration 20F: 3 clusters Score -6181002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Entering Unmasked Estep 
Score: -2231044.500000 Penalty: 1597.392944
	Iteration 0F: 2 clusters Score -2231044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2218294.250000 Penalty: 3194.785889
	Iteration 0F: 3 clusters Score -2218294 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2223009.000000 Penalty: 3194.785889
	Iteration 1F: 3 clusters Score -2223009 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2223454.000000 Penalty: 3194.785889
	Iteration 2F: 3 clusters Score -2223454 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2224017.250000 Penalty: 3194.785889
	Iteration 3F: 3 clusters Score -2224017 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2224657.000000 Penalty: 3194.785889
	Iteration 4F: 3 clusters Score -2224657 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2225356.250000 Penalty: 3194.785889
	Iteration 5F: 3 clusters Score -2225356 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2226057.500000 Penalty: 3194.785889
	Iteration 6F: 3 clusters Score -2226058 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2226745.500000 Penalty: 3194.785889
	Iteration 7F: 3 clusters Score -2226746 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2227259.500000 Penalty: 3194.785889
	Iteration 8F: 3 clusters Score -2227260 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2227587.750000 Penalty: 3194.785889
	Iteration 9Q: 3 clusters Score -2227588 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2227813.000000 Penalty: 3194.785889
	Iteration 10Q: 3 clusters Score -2227813 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2227965.750000 Penalty: 3194.785889
	Iteration 11Q: 3 clusters Score -2227966 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2228076.000000 Penalty: 3194.785889
	Iteration 12Q: 3 clusters Score -2228076 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2228170.500000 Penalty: 3194.785889
	Iteration 13Q: 3 clusters Score -2228170 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2228265.500000 Penalty: 3194.785889
	Iteration 14Q: 3 clusters Score -2228266 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2228398.000000 Penalty: 3194.785889
	Iteration 15Q: 3 clusters Score -2228398 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2228615.500000 Penalty: 3194.785889
	Iteration 16Q: 3 clusters Score -2228616 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2228834.250000 Penalty: 3194.785889
	Iteration 17Q: 3 clusters Score -2228834 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2229014.250000 Penalty: 3194.785889
	Iteration 18Q: 3 clusters Score -2229014 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2229139.000000 Penalty: 3194.785889
	Iteration 19Q: 3 clusters Score -2229139 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2229227.500000 Penalty: 3194.785889
	Iteration 20F: 3 clusters Score -2229228 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2229285.250000 Penalty: 3194.785889
	Iteration 21Q: 3 clusters Score -2229285 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2229322.000000 Penalty: 3194.785889
	Iteration 22Q: 3 clusters Score -2229322 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2229363.750000 Penalty: 3194.785889
	Iteration 23Q: 3 clusters Score -2229364 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2229382.250000 Penalty: 3194.785889
	Iteration 24Q: 3 clusters Score -2229382 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2229400.250000 Penalty: 3194.785889
	Iteration 25Q: 3 clusters Score -2229400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2229424.500000 Penalty: 3194.785889
	Iteration 26Q: 3 clusters Score -2229424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2229440.750000 Penalty: 3194.785889
	Iteration 27Q: 3 clusters Score -2229441 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2229467.250000 Penalty: 3194.785889
	Iteration 28Q: 3 clusters Score -2229467 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2229487.000000 Penalty: 3194.785889
	Iteration 29Q: 3 clusters Score -2229487 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2229493.500000 Penalty: 3194.785889
	Iteration 30Q: 3 clusters Score -2229494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2229508.500000 Penalty: 3194.785889
	Iteration 31Q: 3 clusters Score -2229508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2229511.000000 Penalty: 3194.785889
	Iteration 32Q: 3 clusters Score -2229511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2229518.250000 Penalty: 3194.785889
	Iteration 33Q: 3 clusters Score -2229518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2229522.750000 Penalty: 3194.785889
	Iteration 34Q: 3 clusters Score -2229523 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2229530.750000 Penalty: 3194.785889
	Iteration 35Q: 3 clusters Score -2229531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2229538.000000 Penalty: 3194.785889
	Iteration 36Q: 3 clusters Score -2229538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2229536.500000 Penalty: 3194.785889
	Iteration 37Q: 3 clusters Score -2229536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2229543.000000 Penalty: 3194.785889
	Iteration 38Q: 3 clusters Score -2229543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2229544.250000 Penalty: 3194.785889
	Iteration 39Q: 3 clusters Score -2229544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2229551.250000 Penalty: 3194.785889
	Iteration 40F: 3 clusters Score -2229551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2229554.250000 Penalty: 3194.785889
	Iteration 41Q: 3 clusters Score -2229554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2229554.250000 Penalty: 3194.785889
	Iteration 42Q: 3 clusters Score -2229554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2229557.500000 Penalty: 3194.785889
	Iteration 43Q: 3 clusters Score -2229558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2229560.250000 Penalty: 3194.785889
	Iteration 44Q: 3 clusters Score -2229560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2229569.750000 Penalty: 3194.785889
	Iteration 45Q: 3 clusters Score -2229570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2229571.000000 Penalty: 3194.785889
	Iteration 46Q: 3 clusters Score -2229571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2229575.500000 Penalty: 3194.785889
	Iteration 47Q: 3 clusters Score -2229576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2229582.750000 Penalty: 3194.785889
	Iteration 48Q: 3 clusters Score -2229583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2229591.000000 Penalty: 3194.785889
	Iteration 49Q: 3 clusters Score -2229591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2229591.750000 Penalty: 3194.785889
	Iteration 50Q: 3 clusters Score -2229592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2229593.750000 Penalty: 3194.785889
	Iteration 51Q: 3 clusters Score -2229594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2229595.500000 Penalty: 3194.785889
	Iteration 52Q: 3 clusters Score -2229596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2229595.500000 Penalty: 3194.785889
	Iteration 53Q: 3 clusters Score -2229596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2229602.500000 Penalty: 3194.785889
	Iteration 54Q: 3 clusters Score -2229602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2229605.250000 Penalty: 3194.785889
	Iteration 55Q: 3 clusters Score -2229605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2229606.250000 Penalty: 3194.785889
	Iteration 56Q: 3 clusters Score -2229606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2229616.750000 Penalty: 3194.785889
	Iteration 57Q: 3 clusters Score -2229617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2229613.250000 Penalty: 3194.785889
	Iteration 58Q: 3 clusters Score -2229613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2229612.500000 Penalty: 3194.785889
	Iteration 59Q: 3 clusters Score -2229612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2229614.000000 Penalty: 3194.785889
	Iteration 60F: 3 clusters Score -2229614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2229613.500000 Penalty: 3194.785889
	Iteration 61Q: 3 clusters Score -2229614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2229611.250000 Penalty: 3194.785889
	Iteration 62Q: 3 clusters Score -2229611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2229614.000000 Penalty: 3194.785889
	Iteration 63Q: 3 clusters Score -2229614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2229614.750000 Penalty: 3194.785889
	Iteration 64Q: 3 clusters Score -2229615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2229614.500000 Penalty: 3194.785889
	Iteration 65Q: 3 clusters Score -2229614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2229615.500000 Penalty: 3194.785889
	Iteration 66Q: 3 clusters Score -2229616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2229616.000000 Penalty: 3194.785889
	Iteration 67Q: 3 clusters Score -2229616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2229613.750000 Penalty: 3194.785889
	Iteration 68Q: 3 clusters Score -2229614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2229613.750000 Penalty: 3194.785889
	Iteration 69F: 3 clusters Score -2229614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -198940.609375 Penalty: 1217.029541
	Iteration 0F: 2 clusters Score -198940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -196994.890625 Penalty: 2434.059082
	Iteration 0F: 3 clusters Score -196994.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -197470.859375 Penalty: 2434.059082
	Iteration 1F: 3 clusters Score -197470.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -197699.140625 Penalty: 2434.059082
	Iteration 2F: 3 clusters Score -197699.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -197970.140625 Penalty: 2434.059082
	Iteration 3F: 3 clusters Score -197970.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198154.953125 Penalty: 2434.059082
	Iteration 4F: 3 clusters Score -198155 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -198337.062500 Penalty: 2434.059082
	Iteration 5F: 3 clusters Score -198337.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -198486.359375 Penalty: 2434.059082
	Iteration 6F: 3 clusters Score -198486.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -198618.078125 Penalty: 2434.059082
	Iteration 7Q: 3 clusters Score -198618.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -198701.687500 Penalty: 2434.059082
	Iteration 8Q: 3 clusters Score -198701.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -198779.062500 Penalty: 2434.059082
	Iteration 9Q: 3 clusters Score -198779.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -198845.250000 Penalty: 2434.059082
	Iteration 10Q: 3 clusters Score -198845.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -198900.968750 Penalty: 2434.059082
	Iteration 11Q: 3 clusters Score -198901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -198931.140625 Penalty: 2434.059082
	Iteration 12Q: 3 clusters Score -198931.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -198953.265625 Penalty: 2434.059082
	Iteration 13Q: 3 clusters Score -198953.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -198963.937500 Penalty: 2434.059082
	Iteration 14Q: 3 clusters Score -198963.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -198972.531250 Penalty: 2434.059082
	Iteration 15Q: 3 clusters Score -198972.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198978.859375 Penalty: 2434.059082
	Iteration 16Q: 3 clusters Score -198978.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198985.187500 Penalty: 2434.059082
	Iteration 17Q: 3 clusters Score -198985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198989.671875 Penalty: 2434.059082
	Iteration 18Q: 3 clusters Score -198989.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198995.015625 Penalty: 2434.059082
	Iteration 19Q: 3 clusters Score -198995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -199000.671875 Penalty: 2434.059082
	Iteration 20F: 3 clusters Score -199000.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -199003.328125 Penalty: 2434.059082
	Iteration 21Q: 3 clusters Score -199003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -199006.468750 Penalty: 2434.059082
	Iteration 22Q: 3 clusters Score -199006.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -199008.734375 Penalty: 2434.059082
	Iteration 23Q: 3 clusters Score -199008.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -199010.640625 Penalty: 2434.059082
	Iteration 24Q: 3 clusters Score -199010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -199012.078125 Penalty: 2434.059082
	Iteration 25Q: 3 clusters Score -199012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -199012.421875 Penalty: 2434.059082
	Iteration 26Q: 3 clusters Score -199012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -199012.843750 Penalty: 2434.059082
	Iteration 27Q: 3 clusters Score -199012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -199013.984375 Penalty: 2434.059082
	Iteration 28Q: 3 clusters Score -199014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -199013.984375 Penalty: 2434.059082
	Iteration 29F: 3 clusters Score -199014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13961 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42160 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 48764 members 
Mstep: Class 10 contains 18585 members 
Mstep: Class 11 contains 1039 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82346 members 
Mstep: Class 14 contains 14521 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19156 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84510 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92359 members 
Mstep: Class 22 contains 91265 members 
Mstep: Class 23 contains 4114 members 
Mstep: Class 24 contains 89701 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90263 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87474 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29191 members 
Mstep: Class 32 contains 485 members 
Mstep: Class 33 contains 750 members 
Entering Unmasked Estep 
Score: -102228200.000000 Penalty: 73158.421875
Splitting cluster 11 changes total score from -102229168.000000 to -102228200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -11760.439453 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11760.44 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 108 members 
Entering Unmasked Estep 
Score: -11141.959961 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -11141.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11436.463867 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -11436.46 nChanged 22
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: -11520.236328 Penalty: 1760.232666
	Iteration 2F: 3 clusters Score -11520.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11557.630859 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -11557.63 nChanged 4
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: -11589.898438 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -11589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11601.011719 Penalty: 1760.232666
	Iteration 5Q: 3 clusters Score -11601.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11614.834961 Penalty: 1760.232666
	Iteration 6Q: 3 clusters Score -11614.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11656.777344 Penalty: 1760.232666
	Iteration 7Q: 3 clusters Score -11656.78 nChanged 2
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: -11711.053711 Penalty: 1760.232666
	Iteration 8Q: 3 clusters Score -11711.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11713.060547 Penalty: 1760.232666
	Iteration 9Q: 3 clusters Score -11713.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11714.176758 Penalty: 1760.232666
	Iteration 10F: 3 clusters Score -11714.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11718.347656 Penalty: 1760.232666
	Iteration 11Q: 3 clusters Score -11718.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11718.347656 Penalty: 1760.232666
	Iteration 12F: 3 clusters Score -11718.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (82346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Entering Unmasked Estep 
Score: -10208620.000000 Penalty: 1839.286377
	Iteration 0F: 2 clusters Score -1.020862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -10154048.000000 Penalty: 3678.572754
	Iteration 0F: 3 clusters Score -1.015405e+07 nChanged 39162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -10176440.000000 Penalty: 3678.572754
	Iteration 1F: 3 clusters Score -1.017644e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -10176997.000000 Penalty: 3678.572754
	Iteration 2Q: 3 clusters Score -1.0177e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -10177600.000000 Penalty: 3678.572754
	Iteration 3Q: 3 clusters Score -1.01776e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -10178277.000000 Penalty: 3678.572754
	Iteration 4Q: 3 clusters Score -1.017828e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -10179228.000000 Penalty: 3678.572754
	Iteration 5Q: 3 clusters Score -1.017923e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -10180585.000000 Penalty: 3678.572754
	Iteration 6Q: 3 clusters Score -1.018058e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -10182526.000000 Penalty: 3678.572754
	Iteration 7Q: 3 clusters Score -1.018253e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -10185281.000000 Penalty: 3678.572754
	Iteration 8F: 3 clusters Score -1.018528e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -10188841.000000 Penalty: 3678.572754
	Iteration 9F: 3 clusters Score -1.018884e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -10192311.000000 Penalty: 3678.572754
	Iteration 10F: 3 clusters Score -1.019231e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -10194812.000000 Penalty: 3678.572754
	Iteration 11F: 3 clusters Score -1.019481e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -10196263.000000 Penalty: 3678.572754
	Iteration 12Q: 3 clusters Score -1.019626e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -10196971.000000 Penalty: 3678.572754
	Iteration 13Q: 3 clusters Score -1.019697e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -10197478.000000 Penalty: 3678.572754
	Iteration 14Q: 3 clusters Score -1.019748e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -10197915.000000 Penalty: 3678.572754
	Iteration 15Q: 3 clusters Score -1.019792e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -10198263.000000 Penalty: 3678.572754
	Iteration 16Q: 3 clusters Score -1.019826e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -10198595.000000 Penalty: 3678.572754
	Iteration 17Q: 3 clusters Score -1.01986e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -10198963.000000 Penalty: 3678.572754
	Iteration 18Q: 3 clusters Score -1.019896e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -10199241.000000 Penalty: 3678.572754
	Iteration 19Q: 3 clusters Score -1.019924e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -10199522.000000 Penalty: 3678.572754
	Iteration 20F: 3 clusters Score -1.019952e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -10199836.000000 Penalty: 3678.572754
	Iteration 21Q: 3 clusters Score -1.019984e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -10200121.000000 Penalty: 3678.572754
	Iteration 22Q: 3 clusters Score -1.020012e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -10200413.000000 Penalty: 3678.572754
	Iteration 23Q: 3 clusters Score -1.020041e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -10200664.000000 Penalty: 3678.572754
	Iteration 24Q: 3 clusters Score -1.020066e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -10200926.000000 Penalty: 3678.572754
	Iteration 25Q: 3 clusters Score -1.020093e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -10201091.000000 Penalty: 3678.572754
	Iteration 26Q: 3 clusters Score -1.020109e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -10201331.000000 Penalty: 3678.572754
	Iteration 27Q: 3 clusters Score -1.020133e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -10201503.000000 Penalty: 3678.572754
	Iteration 28Q: 3 clusters Score -1.02015e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -10201675.000000 Penalty: 3678.572754
	Iteration 29Q: 3 clusters Score -1.020168e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -10201831.000000 Penalty: 3678.572754
	Iteration 30Q: 3 clusters Score -1.020183e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -10202048.000000 Penalty: 3678.572754
	Iteration 31Q: 3 clusters Score -1.020205e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -10202245.000000 Penalty: 3678.572754
	Iteration 32Q: 3 clusters Score -1.020224e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -10202449.000000 Penalty: 3678.572754
	Iteration 33Q: 3 clusters Score -1.020245e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -10202661.000000 Penalty: 3678.572754
	Iteration 34Q: 3 clusters Score -1.020266e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -10202852.000000 Penalty: 3678.572754
	Iteration 35Q: 3 clusters Score -1.020285e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -10203041.000000 Penalty: 3678.572754
	Iteration 36Q: 3 clusters Score -1.020304e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -10203242.000000 Penalty: 3678.572754
	Iteration 37Q: 3 clusters Score -1.020324e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -10203458.000000 Penalty: 3678.572754
	Iteration 38Q: 3 clusters Score -1.020346e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -10203715.000000 Penalty: 3678.572754
	Iteration 39Q: 3 clusters Score -1.020372e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -10203888.000000 Penalty: 3678.572754
	Iteration 40F: 3 clusters Score -1.020389e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -10204086.000000 Penalty: 3678.572754
	Iteration 41Q: 3 clusters Score -1.020409e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -10204332.000000 Penalty: 3678.572754
	Iteration 42Q: 3 clusters Score -1.020433e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -10204637.000000 Penalty: 3678.572754
	Iteration 43Q: 3 clusters Score -1.020464e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72921 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -10204887.000000 Penalty: 3678.572754
	Iteration 44Q: 3 clusters Score -1.020489e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -10205122.000000 Penalty: 3678.572754
	Iteration 45Q: 3 clusters Score -1.020512e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -10205363.000000 Penalty: 3678.572754
	Iteration 46Q: 3 clusters Score -1.020536e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -10205545.000000 Penalty: 3678.572754
	Iteration 47Q: 3 clusters Score -1.020554e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -10205748.000000 Penalty: 3678.572754
	Iteration 48Q: 3 clusters Score -1.020575e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -10205929.000000 Penalty: 3678.572754
	Iteration 49Q: 3 clusters Score -1.020593e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -10206100.000000 Penalty: 3678.572754
	Iteration 50Q: 3 clusters Score -1.02061e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -10206188.000000 Penalty: 3678.572754
	Iteration 51Q: 3 clusters Score -1.020619e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -10206314.000000 Penalty: 3678.572754
	Iteration 52Q: 3 clusters Score -1.020631e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -10206416.000000 Penalty: 3678.572754
	Iteration 53Q: 3 clusters Score -1.020642e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -10206493.000000 Penalty: 3678.572754
	Iteration 54Q: 3 clusters Score -1.020649e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -10206543.000000 Penalty: 3678.572754
	Iteration 55Q: 3 clusters Score -1.020654e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -10206610.000000 Penalty: 3678.572754
	Iteration 56Q: 3 clusters Score -1.020661e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -10206643.000000 Penalty: 3678.572754
	Iteration 57Q: 3 clusters Score -1.020664e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -10206736.000000 Penalty: 3678.572754
	Iteration 58Q: 3 clusters Score -1.020674e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -10206787.000000 Penalty: 3678.572754
	Iteration 59Q: 3 clusters Score -1.020679e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -10206837.000000 Penalty: 3678.572754
	Iteration 60F: 3 clusters Score -1.020684e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79622 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -10206851.000000 Penalty: 3678.572754
	Iteration 61Q: 3 clusters Score -1.020685e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -10206903.000000 Penalty: 3678.572754
	Iteration 62Q: 3 clusters Score -1.02069e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -10206942.000000 Penalty: 3678.572754
	Iteration 63Q: 3 clusters Score -1.020694e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -10206960.000000 Penalty: 3678.572754
	Iteration 64Q: 3 clusters Score -1.020696e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10206974.000000 Penalty: 3678.572754
	Iteration 65Q: 3 clusters Score -1.020697e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -10206996.000000 Penalty: 3678.572754
	Iteration 66Q: 3 clusters Score -1.0207e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -10207023.000000 Penalty: 3678.572754
	Iteration 67Q: 3 clusters Score -1.020702e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -10207056.000000 Penalty: 3678.572754
	Iteration 68Q: 3 clusters Score -1.020706e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10207060.000000 Penalty: 3678.572754
	Iteration 69Q: 3 clusters Score -1.020706e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10207106.000000 Penalty: 3678.572754
	Iteration 70Q: 3 clusters Score -1.020711e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -10207110.000000 Penalty: 3678.572754
	Iteration 71Q: 3 clusters Score -1.020711e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10207120.000000 Penalty: 3678.572754
	Iteration 72Q: 3 clusters Score -1.020712e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -10207134.000000 Penalty: 3678.572754
	Iteration 73Q: 3 clusters Score -1.020713e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10207148.000000 Penalty: 3678.572754
	Iteration 74Q: 3 clusters Score -1.020715e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -10207151.000000 Penalty: 3678.572754
	Iteration 75Q: 3 clusters Score -1.020715e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -10207167.000000 Penalty: 3678.572754
	Iteration 76Q: 3 clusters Score -1.020717e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -10207183.000000 Penalty: 3678.572754
	Iteration 77Q: 3 clusters Score -1.020718e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10207210.000000 Penalty: 3678.572754
	Iteration 78Q: 3 clusters Score -1.020721e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80821 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -10207215.000000 Penalty: 3678.572754
	Iteration 79Q: 3 clusters Score -1.020722e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10207224.000000 Penalty: 3678.572754
	Iteration 80F: 3 clusters Score -1.020722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10207225.000000 Penalty: 3678.572754
	Iteration 81Q: 3 clusters Score -1.020722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -10207233.000000 Penalty: 3678.572754
	Iteration 82Q: 3 clusters Score -1.020723e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10207236.000000 Penalty: 3678.572754
	Iteration 83Q: 3 clusters Score -1.020724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10207245.000000 Penalty: 3678.572754
	Iteration 84Q: 3 clusters Score -1.020724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10207249.000000 Penalty: 3678.572754
	Iteration 85Q: 3 clusters Score -1.020725e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -10207248.000000 Penalty: 3678.572754
	Iteration 86Q: 3 clusters Score -1.020725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10207260.000000 Penalty: 3678.572754
	Iteration 87Q: 3 clusters Score -1.020726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -10207257.000000 Penalty: 3678.572754
	Iteration 88Q: 3 clusters Score -1.020726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10207259.000000 Penalty: 3678.572754
	Iteration 89Q: 3 clusters Score -1.020726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10207264.000000 Penalty: 3678.572754
	Iteration 90Q: 3 clusters Score -1.020726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10207253.000000 Penalty: 3678.572754
	Iteration 91Q: 3 clusters Score -1.020725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -10207267.000000 Penalty: 3678.572754
	Iteration 92Q: 3 clusters Score -1.020727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10207263.000000 Penalty: 3678.572754
	Iteration 93Q: 3 clusters Score -1.020726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -10207277.000000 Penalty: 3678.572754
	Iteration 94Q: 3 clusters Score -1.020728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -10207287.000000 Penalty: 3678.572754
	Iteration 95Q: 3 clusters Score -1.020729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10207289.000000 Penalty: 3678.572754
	Iteration 96Q: 3 clusters Score -1.020729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10207279.000000 Penalty: 3678.572754
	Iteration 97Q: 3 clusters Score -1.020728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10207283.000000 Penalty: 3678.572754
	Iteration 98Q: 3 clusters Score -1.020728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10207277.000000 Penalty: 3678.572754
	Iteration 99Q: 3 clusters Score -1.020728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -10207272.000000 Penalty: 3678.572754
	Iteration 100F: 3 clusters Score -1.020727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10207270.000000 Penalty: 3678.572754
	Iteration 101Q: 3 clusters Score -1.020727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -10207279.000000 Penalty: 3678.572754
	Iteration 102Q: 3 clusters Score -1.020728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10207279.000000 Penalty: 3678.572754
	Iteration 103Q: 3 clusters Score -1.020728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -10207283.000000 Penalty: 3678.572754
	Iteration 104Q: 3 clusters Score -1.020728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10207284.000000 Penalty: 3678.572754
	Iteration 105Q: 3 clusters Score -1.020728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10207283.000000 Penalty: 3678.572754
	Iteration 106Q: 3 clusters Score -1.020728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10207283.000000 Penalty: 3678.572754
	Iteration 107Q: 3 clusters Score -1.020728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10207277.000000 Penalty: 3678.572754
	Iteration 108Q: 3 clusters Score -1.020728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10207275.000000 Penalty: 3678.572754
	Iteration 109Q: 3 clusters Score -1.020728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10207278.000000 Penalty: 3678.572754
	Iteration 110Q: 3 clusters Score -1.020728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -10207273.000000 Penalty: 3678.572754
	Iteration 111Q: 3 clusters Score -1.020727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10207277.000000 Penalty: 3678.572754
	Iteration 112Q: 3 clusters Score -1.020728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -10207274.000000 Penalty: 3678.572754
	Iteration 113Q: 3 clusters Score -1.020727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -10207275.000000 Penalty: 3678.572754
	Iteration 114Q: 3 clusters Score -1.020728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10207280.000000 Penalty: 3678.572754
	Iteration 115Q: 3 clusters Score -1.020728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -10207282.000000 Penalty: 3678.572754
	Iteration 116Q: 3 clusters Score -1.020728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -10207288.000000 Penalty: 3678.572754
	Iteration 117Q: 3 clusters Score -1.020729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -10207286.000000 Penalty: 3678.572754
	Iteration 118Q: 3 clusters Score -1.020729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10207281.000000 Penalty: 3678.572754
	Iteration 119Q: 3 clusters Score -1.020728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10207284.000000 Penalty: 3678.572754
	Iteration 120F: 3 clusters Score -1.020728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10207286.000000 Penalty: 3678.572754
	Iteration 121Q: 3 clusters Score -1.020729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81108 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10207280.000000 Penalty: 3678.572754
	Iteration 122Q: 3 clusters Score -1.020728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -10207279.000000 Penalty: 3678.572754
	Iteration 123Q: 3 clusters Score -1.020728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -10207279.000000 Penalty: 3678.572754
	Iteration 124F: 3 clusters Score -1.020728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Entering Unmasked Estep 
Score: -1805062.625000 Penalty: 1557.294556
	Iteration 0F: 2 clusters Score -1805063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1795034.875000 Penalty: 3114.589111
	Iteration 0F: 3 clusters Score -1795035 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1798471.625000 Penalty: 3114.589111
	Iteration 1F: 3 clusters Score -1798472 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1798723.625000 Penalty: 3114.589111
	Iteration 2F: 3 clusters Score -1798724 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1798900.625000 Penalty: 3114.589111
	Iteration 3Q: 3 clusters Score -1798901 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1799026.625000 Penalty: 3114.589111
	Iteration 4Q: 3 clusters Score -1799027 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1799119.375000 Penalty: 3114.589111
	Iteration 5Q: 3 clusters Score -1799119 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1799192.625000 Penalty: 3114.589111
	Iteration 6Q: 3 clusters Score -1799193 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1799263.250000 Penalty: 3114.589111
	Iteration 7Q: 3 clusters Score -1799263 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1799331.875000 Penalty: 3114.589111
	Iteration 8Q: 3 clusters Score -1799332 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1799390.875000 Penalty: 3114.589111
	Iteration 9Q: 3 clusters Score -1799391 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1799457.875000 Penalty: 3114.589111
	Iteration 10Q: 3 clusters Score -1799458 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1799540.750000 Penalty: 3114.589111
	Iteration 11Q: 3 clusters Score -1799541 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1799655.000000 Penalty: 3114.589111
	Iteration 12Q: 3 clusters Score -1799655 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1799796.875000 Penalty: 3114.589111
	Iteration 13Q: 3 clusters Score -1799797 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1799973.875000 Penalty: 3114.589111
	Iteration 14Q: 3 clusters Score -1799974 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1800230.625000 Penalty: 3114.589111
	Iteration 15Q: 3 clusters Score -1800231 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1800566.750000 Penalty: 3114.589111
	Iteration 16Q: 3 clusters Score -1800567 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1800890.500000 Penalty: 3114.589111
	Iteration 17Q: 3 clusters Score -1800890 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1801129.125000 Penalty: 3114.589111
	Iteration 18Q: 3 clusters Score -1801129 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1801294.125000 Penalty: 3114.589111
	Iteration 19Q: 3 clusters Score -1801294 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1801388.125000 Penalty: 3114.589111
	Iteration 20F: 3 clusters Score -1801388 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1801479.250000 Penalty: 3114.589111
	Iteration 21Q: 3 clusters Score -1801479 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1801532.625000 Penalty: 3114.589111
	Iteration 22Q: 3 clusters Score -1801533 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1801592.375000 Penalty: 3114.589111
	Iteration 23Q: 3 clusters Score -1801592 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1801645.625000 Penalty: 3114.589111
	Iteration 24Q: 3 clusters Score -1801646 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1801703.125000 Penalty: 3114.589111
	Iteration 25Q: 3 clusters Score -1801703 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1801771.250000 Penalty: 3114.589111
	Iteration 26Q: 3 clusters Score -1801771 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1801838.000000 Penalty: 3114.589111
	Iteration 27Q: 3 clusters Score -1801838 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1801920.625000 Penalty: 3114.589111
	Iteration 28Q: 3 clusters Score -1801921 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1801988.000000 Penalty: 3114.589111
	Iteration 29Q: 3 clusters Score -1801988 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1802058.875000 Penalty: 3114.589111
	Iteration 30Q: 3 clusters Score -1802059 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1802116.125000 Penalty: 3114.589111
	Iteration 31Q: 3 clusters Score -1802116 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1802184.250000 Penalty: 3114.589111
	Iteration 32Q: 3 clusters Score -1802184 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1802231.125000 Penalty: 3114.589111
	Iteration 33Q: 3 clusters Score -1802231 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1802271.000000 Penalty: 3114.589111
	Iteration 34Q: 3 clusters Score -1802271 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1802298.000000 Penalty: 3114.589111
	Iteration 35Q: 3 clusters Score -1802298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1802323.375000 Penalty: 3114.589111
	Iteration 36Q: 3 clusters Score -1802323 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1802356.000000 Penalty: 3114.589111
	Iteration 37Q: 3 clusters Score -1802356 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1802385.625000 Penalty: 3114.589111
	Iteration 38Q: 3 clusters Score -1802386 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1802428.750000 Penalty: 3114.589111
	Iteration 39Q: 3 clusters Score -1802429 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1802480.000000 Penalty: 3114.589111
	Iteration 40F: 3 clusters Score -1802480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1802520.125000 Penalty: 3114.589111
	Iteration 41Q: 3 clusters Score -1802520 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1802562.125000 Penalty: 3114.589111
	Iteration 42Q: 3 clusters Score -1802562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1802592.125000 Penalty: 3114.589111
	Iteration 43Q: 3 clusters Score -1802592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1802621.625000 Penalty: 3114.589111
	Iteration 44Q: 3 clusters Score -1802622 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1802652.125000 Penalty: 3114.589111
	Iteration 45Q: 3 clusters Score -1802652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1802680.000000 Penalty: 3114.589111
	Iteration 46Q: 3 clusters Score -1802680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1802708.125000 Penalty: 3114.589111
	Iteration 47Q: 3 clusters Score -1802708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1802744.250000 Penalty: 3114.589111
	Iteration 48Q: 3 clusters Score -1802744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1802764.750000 Penalty: 3114.589111
	Iteration 49Q: 3 clusters Score -1802765 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1802794.000000 Penalty: 3114.589111
	Iteration 50Q: 3 clusters Score -1802794 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1802834.625000 Penalty: 3114.589111
	Iteration 51Q: 3 clusters Score -1802835 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1802883.125000 Penalty: 3114.589111
	Iteration 52Q: 3 clusters Score -1802883 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1802930.625000 Penalty: 3114.589111
	Iteration 53Q: 3 clusters Score -1802931 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1802976.125000 Penalty: 3114.589111
	Iteration 54Q: 3 clusters Score -1802976 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1803021.500000 Penalty: 3114.589111
	Iteration 55Q: 3 clusters Score -1803022 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1803079.125000 Penalty: 3114.589111
	Iteration 56Q: 3 clusters Score -1803079 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1803126.000000 Penalty: 3114.589111
	Iteration 57Q: 3 clusters Score -1803126 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1803172.125000 Penalty: 3114.589111
	Iteration 58Q: 3 clusters Score -1803172 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1803216.000000 Penalty: 3114.589111
	Iteration 59Q: 3 clusters Score -1803216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1803270.500000 Penalty: 3114.589111
	Iteration 60F: 3 clusters Score -1803270 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1803320.500000 Penalty: 3114.589111
	Iteration 61Q: 3 clusters Score -1803320 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1803367.875000 Penalty: 3114.589111
	Iteration 62Q: 3 clusters Score -1803368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1803411.250000 Penalty: 3114.589111
	Iteration 63Q: 3 clusters Score -1803411 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1803437.750000 Penalty: 3114.589111
	Iteration 64Q: 3 clusters Score -1803438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1803461.000000 Penalty: 3114.589111
	Iteration 65Q: 3 clusters Score -1803461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1803473.500000 Penalty: 3114.589111
	Iteration 66Q: 3 clusters Score -1803474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1803484.625000 Penalty: 3114.589111
	Iteration 67Q: 3 clusters Score -1803485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1803497.375000 Penalty: 3114.589111
	Iteration 68Q: 3 clusters Score -1803497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1803507.000000 Penalty: 3114.589111
	Iteration 69Q: 3 clusters Score -1803507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1803518.250000 Penalty: 3114.589111
	Iteration 70Q: 3 clusters Score -1803518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1803528.375000 Penalty: 3114.589111
	Iteration 71Q: 3 clusters Score -1803528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1803547.125000 Penalty: 3114.589111
	Iteration 72Q: 3 clusters Score -1803547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1803565.750000 Penalty: 3114.589111
	Iteration 73Q: 3 clusters Score -1803566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1803584.125000 Penalty: 3114.589111
	Iteration 74Q: 3 clusters Score -1803584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1803600.000000 Penalty: 3114.589111
	Iteration 75Q: 3 clusters Score -1803600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1803607.250000 Penalty: 3114.589111
	Iteration 76Q: 3 clusters Score -1803607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1803623.375000 Penalty: 3114.589111
	Iteration 77Q: 3 clusters Score -1803623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1803635.250000 Penalty: 3114.589111
	Iteration 78Q: 3 clusters Score -1803635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1803654.750000 Penalty: 3114.589111
	Iteration 79Q: 3 clusters Score -1803655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1803678.500000 Penalty: 3114.589111
	Iteration 80F: 3 clusters Score -1803678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1803695.875000 Penalty: 3114.589111
	Iteration 81Q: 3 clusters Score -1803696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1803709.000000 Penalty: 3114.589111
	Iteration 82Q: 3 clusters Score -1803709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1803720.875000 Penalty: 3114.589111
	Iteration 83Q: 3 clusters Score -1803721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1803726.125000 Penalty: 3114.589111
	Iteration 84Q: 3 clusters Score -1803726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1803726.125000 Penalty: 3114.589111
	Iteration 85Q: 3 clusters Score -1803726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1803728.500000 Penalty: 3114.589111
	Iteration 86Q: 3 clusters Score -1803728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1803729.625000 Penalty: 3114.589111
	Iteration 87Q: 3 clusters Score -1803730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1803732.125000 Penalty: 3114.589111
	Iteration 88Q: 3 clusters Score -1803732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1803738.125000 Penalty: 3114.589111
	Iteration 89Q: 3 clusters Score -1803738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1803741.750000 Penalty: 3114.589111
	Iteration 90Q: 3 clusters Score -1803742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1803745.625000 Penalty: 3114.589111
	Iteration 91Q: 3 clusters Score -1803746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1803749.250000 Penalty: 3114.589111
	Iteration 92Q: 3 clusters Score -1803749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1803751.125000 Penalty: 3114.589111
	Iteration 93Q: 3 clusters Score -1803751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1803751.625000 Penalty: 3114.589111
	Iteration 94Q: 3 clusters Score -1803752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1803751.625000 Penalty: 3114.589111
	Iteration 95F: 3 clusters Score -1803752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Entering Unmasked Estep 
Score: -558307.062500 Penalty: 1372.983276
	Iteration 0F: 2 clusters Score -558307.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -554578.000000 Penalty: 2745.966553
	Iteration 0F: 3 clusters Score -554578 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -555604.875000 Penalty: 2745.966553
	Iteration 1F: 3 clusters Score -555604.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -555827.500000 Penalty: 2745.966553
	Iteration 2F: 3 clusters Score -555827.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -555975.375000 Penalty: 2745.966553
	Iteration 3F: 3 clusters Score -555975.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -556109.687500 Penalty: 2745.966553
	Iteration 4Q: 3 clusters Score -556109.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -556276.000000 Penalty: 2745.966553
	Iteration 5F: 3 clusters Score -556276 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -556457.250000 Penalty: 2745.966553
	Iteration 6F: 3 clusters Score -556457.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -556655.812500 Penalty: 2745.966553
	Iteration 7Q: 3 clusters Score -556655.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -556844.125000 Penalty: 2745.966553
	Iteration 8Q: 3 clusters Score -556844.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -556997.687500 Penalty: 2745.966553
	Iteration 9Q: 3 clusters Score -556997.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -557148.312500 Penalty: 2745.966553
	Iteration 10Q: 3 clusters Score -557148.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -557257.062500 Penalty: 2745.966553
	Iteration 11Q: 3 clusters Score -557257.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -557329.625000 Penalty: 2745.966553
	Iteration 12Q: 3 clusters Score -557329.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -557370.062500 Penalty: 2745.966553
	Iteration 13Q: 3 clusters Score -557370.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -557399.937500 Penalty: 2745.966553
	Iteration 14Q: 3 clusters Score -557399.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -557415.375000 Penalty: 2745.966553
	Iteration 15Q: 3 clusters Score -557415.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -557425.687500 Penalty: 2745.966553
	Iteration 16Q: 3 clusters Score -557425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -557432.187500 Penalty: 2745.966553
	Iteration 17Q: 3 clusters Score -557432.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -557435.812500 Penalty: 2745.966553
	Iteration 18Q: 3 clusters Score -557435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -557437.000000 Penalty: 2745.966553
	Iteration 19Q: 3 clusters Score -557437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -557437.062500 Penalty: 2745.966553
	Iteration 20F: 3 clusters Score -557437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Entering Unmasked Estep 
Score: -2308674.000000 Penalty: 1602.310425
	Iteration 0F: 2 clusters Score -2308674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2295586.000000 Penalty: 3204.620850
	Iteration 0F: 3 clusters Score -2295586 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2300536.500000 Penalty: 3204.620850
	Iteration 1F: 3 clusters Score -2300536 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2300960.750000 Penalty: 3204.620850
	Iteration 2F: 3 clusters Score -2300961 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2301426.500000 Penalty: 3204.620850
	Iteration 3F: 3 clusters Score -2301426 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2301897.250000 Penalty: 3204.620850
	Iteration 4Q: 3 clusters Score -2301897 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2302400.250000 Penalty: 3204.620850
	Iteration 5Q: 3 clusters Score -2302400 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2302970.750000 Penalty: 3204.620850
	Iteration 6F: 3 clusters Score -2302971 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2303606.750000 Penalty: 3204.620850
	Iteration 7F: 3 clusters Score -2303607 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2304186.000000 Penalty: 3204.620850
	Iteration 8Q: 3 clusters Score -2304186 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2304712.750000 Penalty: 3204.620850
	Iteration 9Q: 3 clusters Score -2304713 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2305109.000000 Penalty: 3204.620850
	Iteration 10Q: 3 clusters Score -2305109 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2305355.000000 Penalty: 3204.620850
	Iteration 11Q: 3 clusters Score -2305355 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2305524.250000 Penalty: 3204.620850
	Iteration 12Q: 3 clusters Score -2305524 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2305618.750000 Penalty: 3204.620850
	Iteration 13Q: 3 clusters Score -2305619 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2305711.000000 Penalty: 3204.620850
	Iteration 14Q: 3 clusters Score -2305711 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2305780.750000 Penalty: 3204.620850
	Iteration 15Q: 3 clusters Score -2305781 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2305841.500000 Penalty: 3204.620850
	Iteration 16Q: 3 clusters Score -2305842 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2305911.000000 Penalty: 3204.620850
	Iteration 17Q: 3 clusters Score -2305911 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2305995.000000 Penalty: 3204.620850
	Iteration 18Q: 3 clusters Score -2305995 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2306074.750000 Penalty: 3204.620850
	Iteration 19Q: 3 clusters Score -2306075 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2306146.500000 Penalty: 3204.620850
	Iteration 20F: 3 clusters Score -2306146 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2306215.250000 Penalty: 3204.620850
	Iteration 21Q: 3 clusters Score -2306215 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2306275.750000 Penalty: 3204.620850
	Iteration 22Q: 3 clusters Score -2306276 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2306358.250000 Penalty: 3204.620850
	Iteration 23Q: 3 clusters Score -2306358 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2306439.250000 Penalty: 3204.620850
	Iteration 24Q: 3 clusters Score -2306439 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2306542.500000 Penalty: 3204.620850
	Iteration 25Q: 3 clusters Score -2306542 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2306617.000000 Penalty: 3204.620850
	Iteration 26Q: 3 clusters Score -2306617 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2306690.250000 Penalty: 3204.620850
	Iteration 27Q: 3 clusters Score -2306690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2306758.750000 Penalty: 3204.620850
	Iteration 28Q: 3 clusters Score -2306759 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2306815.500000 Penalty: 3204.620850
	Iteration 29Q: 3 clusters Score -2306816 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2306881.250000 Penalty: 3204.620850
	Iteration 30Q: 3 clusters Score -2306881 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2306980.500000 Penalty: 3204.620850
	Iteration 31Q: 3 clusters Score -2306980 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2307088.250000 Penalty: 3204.620850
	Iteration 32Q: 3 clusters Score -2307088 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2307219.500000 Penalty: 3204.620850
	Iteration 33Q: 3 clusters Score -2307220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2307367.500000 Penalty: 3204.620850
	Iteration 34Q: 3 clusters Score -2307368 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2307444.000000 Penalty: 3204.620850
	Iteration 35Q: 3 clusters Score -2307444 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2307487.250000 Penalty: 3204.620850
	Iteration 36Q: 3 clusters Score -2307487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2307510.750000 Penalty: 3204.620850
	Iteration 37Q: 3 clusters Score -2307511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2307514.500000 Penalty: 3204.620850
	Iteration 38Q: 3 clusters Score -2307514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2307525.250000 Penalty: 3204.620850
	Iteration 39Q: 3 clusters Score -2307525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2307524.750000 Penalty: 3204.620850
	Iteration 40F: 3 clusters Score -2307525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2307527.750000 Penalty: 3204.620850
	Iteration 41Q: 3 clusters Score -2307528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2307526.500000 Penalty: 3204.620850
	Iteration 42Q: 3 clusters Score -2307526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2307527.250000 Penalty: 3204.620850
	Iteration 43Q: 3 clusters Score -2307527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2307530.500000 Penalty: 3204.620850
	Iteration 44Q: 3 clusters Score -2307530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2307527.750000 Penalty: 3204.620850
	Iteration 45Q: 3 clusters Score -2307528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2307530.750000 Penalty: 3204.620850
	Iteration 46Q: 3 clusters Score -2307531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2307529.500000 Penalty: 3204.620850
	Iteration 47Q: 3 clusters Score -2307530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2307528.250000 Penalty: 3204.620850
	Iteration 48Q: 3 clusters Score -2307528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2307527.250000 Penalty: 3204.620850
	Iteration 49Q: 3 clusters Score -2307527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2307527.250000 Penalty: 3204.620850
	Iteration 50Q: 3 clusters Score -2307527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2307528.500000 Penalty: 3204.620850
	Iteration 51Q: 3 clusters Score -2307528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2307528.250000 Penalty: 3204.620850
	Iteration 52Q: 3 clusters Score -2307528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2307532.500000 Penalty: 3204.620850
	Iteration 53Q: 3 clusters Score -2307532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2307537.250000 Penalty: 3204.620850
	Iteration 54Q: 3 clusters Score -2307537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2307536.750000 Penalty: 3204.620850
	Iteration 55Q: 3 clusters Score -2307537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2307536.750000 Penalty: 3204.620850
	Iteration 56F: 3 clusters Score -2307537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -299093.750000 Penalty: 1276.273804
	Iteration 0F: 2 clusters Score -299093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -296737.968750 Penalty: 2552.547607
	Iteration 0F: 3 clusters Score -296738 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -297596.250000 Penalty: 2552.547607
	Iteration 1F: 3 clusters Score -297596.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -297964.031250 Penalty: 2552.547607
	Iteration 2F: 3 clusters Score -297964 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -298245.812500 Penalty: 2552.547607
	Iteration 3F: 3 clusters Score -298245.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -298456.437500 Penalty: 2552.547607
	Iteration 4F: 3 clusters Score -298456.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -298585.218750 Penalty: 2552.547607
	Iteration 5Q: 3 clusters Score -298585.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -298684.593750 Penalty: 2552.547607
	Iteration 6Q: 3 clusters Score -298684.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -298762.031250 Penalty: 2552.547607
	Iteration 7Q: 3 clusters Score -298762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -298811.250000 Penalty: 2552.547607
	Iteration 8Q: 3 clusters Score -298811.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -298835.375000 Penalty: 2552.547607
	Iteration 9Q: 3 clusters Score -298835.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -298856.968750 Penalty: 2552.547607
	Iteration 10Q: 3 clusters Score -298857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -298870.750000 Penalty: 2552.547607
	Iteration 11Q: 3 clusters Score -298870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -298886.000000 Penalty: 2552.547607
	Iteration 12Q: 3 clusters Score -298886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -298894.781250 Penalty: 2552.547607
	Iteration 13Q: 3 clusters Score -298894.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -298907.531250 Penalty: 2552.547607
	Iteration 14Q: 3 clusters Score -298907.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -298920.312500 Penalty: 2552.547607
	Iteration 15Q: 3 clusters Score -298920.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -298937.687500 Penalty: 2552.547607
	Iteration 16Q: 3 clusters Score -298937.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -298963.781250 Penalty: 2552.547607
	Iteration 17Q: 3 clusters Score -298963.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -299001.312500 Penalty: 2552.547607
	Iteration 18Q: 3 clusters Score -299001.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -299022.250000 Penalty: 2552.547607
	Iteration 19Q: 3 clusters Score -299022.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -299038.687500 Penalty: 2552.547607
	Iteration 20F: 3 clusters Score -299038.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -299052.937500 Penalty: 2552.547607
	Iteration 21Q: 3 clusters Score -299052.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -299063.656250 Penalty: 2552.547607
	Iteration 22Q: 3 clusters Score -299063.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -299073.750000 Penalty: 2552.547607
	Iteration 23Q: 3 clusters Score -299073.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -299080.531250 Penalty: 2552.547607
	Iteration 24Q: 3 clusters Score -299080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -299083.406250 Penalty: 2552.547607
	Iteration 25Q: 3 clusters Score -299083.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -299084.687500 Penalty: 2552.547607
	Iteration 26Q: 3 clusters Score -299084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -299085.625000 Penalty: 2552.547607
	Iteration 27Q: 3 clusters Score -299085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -299086.281250 Penalty: 2552.547607
	Iteration 28Q: 3 clusters Score -299086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -299086.281250 Penalty: 2552.547607
	Iteration 29F: 3 clusters Score -299086.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Entering Unmasked Estep 
Score: -10630761.000000 Penalty: 1843.501587
	Iteration 0F: 2 clusters Score -1.063076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -10576711.000000 Penalty: 3687.003174
	Iteration 0F: 3 clusters Score -1.057671e+07 nChanged 40142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -10599582.000000 Penalty: 3687.003174
	Iteration 1F: 3 clusters Score -1.059958e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -10600234.000000 Penalty: 3687.003174
	Iteration 2Q: 3 clusters Score -1.060023e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -10600931.000000 Penalty: 3687.003174
	Iteration 3Q: 3 clusters Score -1.060093e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -10601915.000000 Penalty: 3687.003174
	Iteration 4Q: 3 clusters Score -1.060192e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -10603444.000000 Penalty: 3687.003174
	Iteration 5Q: 3 clusters Score -1.060344e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -10605830.000000 Penalty: 3687.003174
	Iteration 6F: 3 clusters Score -1.060583e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -10609635.000000 Penalty: 3687.003174
	Iteration 7F: 3 clusters Score -1.060964e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -10614206.000000 Penalty: 3687.003174
	Iteration 8F: 3 clusters Score -1.061421e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -10617717.000000 Penalty: 3687.003174
	Iteration 9F: 3 clusters Score -1.061772e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -10619000.000000 Penalty: 3687.003174
	Iteration 10Q: 3 clusters Score -1.0619e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -10619550.000000 Penalty: 3687.003174
	Iteration 11Q: 3 clusters Score -1.061955e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -10619820.000000 Penalty: 3687.003174
	Iteration 12Q: 3 clusters Score -1.061982e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -10620095.000000 Penalty: 3687.003174
	Iteration 13Q: 3 clusters Score -1.06201e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -10620362.000000 Penalty: 3687.003174
	Iteration 14Q: 3 clusters Score -1.062036e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -10620704.000000 Penalty: 3687.003174
	Iteration 15Q: 3 clusters Score -1.06207e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -10621003.000000 Penalty: 3687.003174
	Iteration 16Q: 3 clusters Score -1.0621e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -10621335.000000 Penalty: 3687.003174
	Iteration 17Q: 3 clusters Score -1.062134e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -10621641.000000 Penalty: 3687.003174
	Iteration 18Q: 3 clusters Score -1.062164e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -10621945.000000 Penalty: 3687.003174
	Iteration 19Q: 3 clusters Score -1.062194e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -10622278.000000 Penalty: 3687.003174
	Iteration 20F: 3 clusters Score -1.062228e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -10622519.000000 Penalty: 3687.003174
	Iteration 21Q: 3 clusters Score -1.062252e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -10622713.000000 Penalty: 3687.003174
	Iteration 22Q: 3 clusters Score -1.062271e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -10622911.000000 Penalty: 3687.003174
	Iteration 23Q: 3 clusters Score -1.062291e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -10623184.000000 Penalty: 3687.003174
	Iteration 24Q: 3 clusters Score -1.062318e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -10623343.000000 Penalty: 3687.003174
	Iteration 25Q: 3 clusters Score -1.062334e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -10623544.000000 Penalty: 3687.003174
	Iteration 26Q: 3 clusters Score -1.062354e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -10623739.000000 Penalty: 3687.003174
	Iteration 27Q: 3 clusters Score -1.062374e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 67832 members 
Entering Unmasked Estep 
Score: -10623933.000000 Penalty: 3687.003174
	Iteration 28Q: 3 clusters Score -1.062393e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -10624154.000000 Penalty: 3687.003174
	Iteration 29Q: 3 clusters Score -1.062415e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -10624330.000000 Penalty: 3687.003174
	Iteration 30Q: 3 clusters Score -1.062433e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -10624498.000000 Penalty: 3687.003174
	Iteration 31Q: 3 clusters Score -1.06245e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -10624708.000000 Penalty: 3687.003174
	Iteration 32Q: 3 clusters Score -1.062471e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -10624996.000000 Penalty: 3687.003174
	Iteration 33Q: 3 clusters Score -1.0625e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -10625244.000000 Penalty: 3687.003174
	Iteration 34Q: 3 clusters Score -1.062524e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -10625493.000000 Penalty: 3687.003174
	Iteration 35Q: 3 clusters Score -1.062549e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -10625782.000000 Penalty: 3687.003174
	Iteration 36Q: 3 clusters Score -1.062578e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 73680 members 
Entering Unmasked Estep 
Score: -10626088.000000 Penalty: 3687.003174
	Iteration 37Q: 3 clusters Score -1.062609e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -10626359.000000 Penalty: 3687.003174
	Iteration 38Q: 3 clusters Score -1.062636e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -10626665.000000 Penalty: 3687.003174
	Iteration 39Q: 3 clusters Score -1.062666e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -10626932.000000 Penalty: 3687.003174
	Iteration 40F: 3 clusters Score -1.062693e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -10627193.000000 Penalty: 3687.003174
	Iteration 41Q: 3 clusters Score -1.062719e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -10627510.000000 Penalty: 3687.003174
	Iteration 42Q: 3 clusters Score -1.062751e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -10627701.000000 Penalty: 3687.003174
	Iteration 43Q: 3 clusters Score -1.06277e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -10627966.000000 Penalty: 3687.003174
	Iteration 44Q: 3 clusters Score -1.062797e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -10628155.000000 Penalty: 3687.003174
	Iteration 45Q: 3 clusters Score -1.062816e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -10628286.000000 Penalty: 3687.003174
	Iteration 46Q: 3 clusters Score -1.062829e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -10628404.000000 Penalty: 3687.003174
	Iteration 47Q: 3 clusters Score -1.06284e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -10628507.000000 Penalty: 3687.003174
	Iteration 48Q: 3 clusters Score -1.062851e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -10628540.000000 Penalty: 3687.003174
	Iteration 49Q: 3 clusters Score -1.062854e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -10628623.000000 Penalty: 3687.003174
	Iteration 50Q: 3 clusters Score -1.062862e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -10628690.000000 Penalty: 3687.003174
	Iteration 51Q: 3 clusters Score -1.062869e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 80603 members 
Entering Unmasked Estep 
Score: -10628683.000000 Penalty: 3687.003174
	Iteration 52Q: 3 clusters Score -1.062868e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -10628696.000000 Penalty: 3687.003174
	Iteration 53Q: 3 clusters Score -1.06287e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -10628773.000000 Penalty: 3687.003174
	Iteration 54Q: 3 clusters Score -1.062877e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -10628805.000000 Penalty: 3687.003174
	Iteration 55Q: 3 clusters Score -1.06288e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -10628874.000000 Penalty: 3687.003174
	Iteration 56Q: 3 clusters Score -1.062887e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -10628938.000000 Penalty: 3687.003174
	Iteration 57Q: 3 clusters Score -1.062894e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 81603 members 
Entering Unmasked Estep 
Score: -10628972.000000 Penalty: 3687.003174
	Iteration 58Q: 3 clusters Score -1.062897e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -10628983.000000 Penalty: 3687.003174
	Iteration 59Q: 3 clusters Score -1.062898e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -10629010.000000 Penalty: 3687.003174
	Iteration 60F: 3 clusters Score -1.062901e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -10628996.000000 Penalty: 3687.003174
	Iteration 61Q: 3 clusters Score -1.0629e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -10629008.000000 Penalty: 3687.003174
	Iteration 62Q: 3 clusters Score -1.062901e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -10629037.000000 Penalty: 3687.003174
	Iteration 63Q: 3 clusters Score -1.062904e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -10629056.000000 Penalty: 3687.003174
	Iteration 64Q: 3 clusters Score -1.062906e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 82136 members 
Entering Unmasked Estep 
Score: -10629048.000000 Penalty: 3687.003174
	Iteration 65Q: 3 clusters Score -1.062905e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -10629041.000000 Penalty: 3687.003174
	Iteration 66Q: 3 clusters Score -1.062904e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -10629045.000000 Penalty: 3687.003174
	Iteration 67Q: 3 clusters Score -1.062904e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -10629055.000000 Penalty: 3687.003174
	Iteration 68Q: 3 clusters Score -1.062906e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -10629085.000000 Penalty: 3687.003174
	Iteration 69Q: 3 clusters Score -1.062908e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -10629091.000000 Penalty: 3687.003174
	Iteration 70Q: 3 clusters Score -1.062909e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -10629103.000000 Penalty: 3687.003174
	Iteration 71Q: 3 clusters Score -1.06291e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -10629125.000000 Penalty: 3687.003174
	Iteration 72Q: 3 clusters Score -1.062912e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -10629159.000000 Penalty: 3687.003174
	Iteration 73Q: 3 clusters Score -1.062916e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -10629154.000000 Penalty: 3687.003174
	Iteration 74Q: 3 clusters Score -1.062915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -10629144.000000 Penalty: 3687.003174
	Iteration 75Q: 3 clusters Score -1.062914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -10629158.000000 Penalty: 3687.003174
	Iteration 76Q: 3 clusters Score -1.062916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -10629182.000000 Penalty: 3687.003174
	Iteration 77Q: 3 clusters Score -1.062918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -10629189.000000 Penalty: 3687.003174
	Iteration 78Q: 3 clusters Score -1.062919e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -10629204.000000 Penalty: 3687.003174
	Iteration 79Q: 3 clusters Score -1.06292e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 82727 members 
Entering Unmasked Estep 
Score: -10629204.000000 Penalty: 3687.003174
	Iteration 80F: 3 clusters Score -1.06292e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -10629202.000000 Penalty: 3687.003174
	Iteration 81Q: 3 clusters Score -1.06292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -10629208.000000 Penalty: 3687.003174
	Iteration 82Q: 3 clusters Score -1.062921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -10629211.000000 Penalty: 3687.003174
	Iteration 83Q: 3 clusters Score -1.062921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 82809 members 
Entering Unmasked Estep 
Score: -10629224.000000 Penalty: 3687.003174
	Iteration 84Q: 3 clusters Score -1.062922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 82830 members 
Entering Unmasked Estep 
Score: -10629208.000000 Penalty: 3687.003174
	Iteration 85Q: 3 clusters Score -1.062921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -10629219.000000 Penalty: 3687.003174
	Iteration 86Q: 3 clusters Score -1.062922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -10629214.000000 Penalty: 3687.003174
	Iteration 87Q: 3 clusters Score -1.062921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -10629220.000000 Penalty: 3687.003174
	Iteration 88Q: 3 clusters Score -1.062922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -10629213.000000 Penalty: 3687.003174
	Iteration 89Q: 3 clusters Score -1.062921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -10629222.000000 Penalty: 3687.003174
	Iteration 90Q: 3 clusters Score -1.062922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 82929 members 
Entering Unmasked Estep 
Score: -10629224.000000 Penalty: 3687.003174
	Iteration 91Q: 3 clusters Score -1.062922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -10629223.000000 Penalty: 3687.003174
	Iteration 92Q: 3 clusters Score -1.062922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -10629236.000000 Penalty: 3687.003174
	Iteration 93Q: 3 clusters Score -1.062924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -10629265.000000 Penalty: 3687.003174
	Iteration 94Q: 3 clusters Score -1.062926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -10629266.000000 Penalty: 3687.003174
	Iteration 95Q: 3 clusters Score -1.062927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 83012 members 
Entering Unmasked Estep 
Score: -10629256.000000 Penalty: 3687.003174
	Iteration 96Q: 3 clusters Score -1.062926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -10629254.000000 Penalty: 3687.003174
	Iteration 97Q: 3 clusters Score -1.062925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 83039 members 
Entering Unmasked Estep 
Score: -10629256.000000 Penalty: 3687.003174
	Iteration 98Q: 3 clusters Score -1.062926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -10629256.000000 Penalty: 3687.003174
	Iteration 99Q: 3 clusters Score -1.062926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -10629256.000000 Penalty: 3687.003174
	Iteration 100F: 3 clusters Score -1.062926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -10629262.000000 Penalty: 3687.003174
	Iteration 101Q: 3 clusters Score -1.062926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -10629264.000000 Penalty: 3687.003174
	Iteration 102Q: 3 clusters Score -1.062926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -10629259.000000 Penalty: 3687.003174
	Iteration 103Q: 3 clusters Score -1.062926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -10629247.000000 Penalty: 3687.003174
	Iteration 104Q: 3 clusters Score -1.062925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -10629263.000000 Penalty: 3687.003174
	Iteration 105Q: 3 clusters Score -1.062926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -10629271.000000 Penalty: 3687.003174
	Iteration 106Q: 3 clusters Score -1.062927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -10629273.000000 Penalty: 3687.003174
	Iteration 107Q: 3 clusters Score -1.062927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -10629273.000000 Penalty: 3687.003174
	Iteration 108Q: 3 clusters Score -1.062927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -10629272.000000 Penalty: 3687.003174
	Iteration 109Q: 3 clusters Score -1.062927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -10629283.000000 Penalty: 3687.003174
	Iteration 110Q: 3 clusters Score -1.062928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 83156 members 
Entering Unmasked Estep 
Score: -10629287.000000 Penalty: 3687.003174
	Iteration 111Q: 3 clusters Score -1.062929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -10629291.000000 Penalty: 3687.003174
	Iteration 112Q: 3 clusters Score -1.062929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -10629304.000000 Penalty: 3687.003174
	Iteration 113Q: 3 clusters Score -1.06293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -10629319.000000 Penalty: 3687.003174
	Iteration 114Q: 3 clusters Score -1.062932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 83192 members 
Entering Unmasked Estep 
Score: -10629310.000000 Penalty: 3687.003174
	Iteration 115Q: 3 clusters Score -1.062931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -10629307.000000 Penalty: 3687.003174
	Iteration 116Q: 3 clusters Score -1.062931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 83206 members 
Entering Unmasked Estep 
Score: -10629308.000000 Penalty: 3687.003174
	Iteration 117Q: 3 clusters Score -1.062931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 83211 members 
Entering Unmasked Estep 
Score: -10629302.000000 Penalty: 3687.003174
	Iteration 118Q: 3 clusters Score -1.06293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 83214 members 
Entering Unmasked Estep 
Score: -10629297.000000 Penalty: 3687.003174
	Iteration 119Q: 3 clusters Score -1.06293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -10629301.000000 Penalty: 3687.003174
	Iteration 120F: 3 clusters Score -1.06293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 83222 members 
Entering Unmasked Estep 
Score: -10629306.000000 Penalty: 3687.003174
	Iteration 121Q: 3 clusters Score -1.062931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -10629298.000000 Penalty: 3687.003174
	Iteration 122Q: 3 clusters Score -1.06293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -10629304.000000 Penalty: 3687.003174
	Iteration 123Q: 3 clusters Score -1.06293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -10629309.000000 Penalty: 3687.003174
	Iteration 124Q: 3 clusters Score -1.062931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
Score: -10629315.000000 Penalty: 3687.003174
	Iteration 125Q: 3 clusters Score -1.062932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -10629296.000000 Penalty: 3687.003174
	Iteration 126Q: 3 clusters Score -1.06293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -10629307.000000 Penalty: 3687.003174
	Iteration 127Q: 3 clusters Score -1.062931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -10629306.000000 Penalty: 3687.003174
	Iteration 128Q: 3 clusters Score -1.062931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -10629313.000000 Penalty: 3687.003174
	Iteration 129Q: 3 clusters Score -1.062931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -10629308.000000 Penalty: 3687.003174
	Iteration 130Q: 3 clusters Score -1.062931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -10629308.000000 Penalty: 3687.003174
	Iteration 131F: 3 clusters Score -1.062931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -39862.539062 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39862.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38944.125000 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38944.12 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39187.800781 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -39187.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39259.789062 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -39259.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39277.417969 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -39277.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39289.730469 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -39289.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39292.210938 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -39292.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39298.652344 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -39298.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39298.652344 Penalty: 1936.488037
	Iteration 7F: 3 clusters Score -39298.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -135353.343750 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -135353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133738.296875 Penalty: 2306.972168
	Iteration 0F: 3 clusters Score -133738.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134057.468750 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -134057.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -134145.093750 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -134145.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134189.234375 Penalty: 2306.972168
	Iteration 3Q: 3 clusters Score -134189.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -134212.656250 Penalty: 2306.972168
	Iteration 4Q: 3 clusters Score -134212.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134223.500000 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -134223.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -134235.625000 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -134235.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -134253.859375 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -134253.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134264.343750 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -134264.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134276.812500 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -134276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -134281.812500 Penalty: 2306.972168
	Iteration 10Q: 3 clusters Score -134281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -134289.984375 Penalty: 2306.972168
	Iteration 11Q: 3 clusters Score -134290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -134295.078125 Penalty: 2306.972168
	Iteration 12Q: 3 clusters Score -134295.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -134297.546875 Penalty: 2306.972168
	Iteration 13Q: 3 clusters Score -134297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -134301.031250 Penalty: 2306.972168
	Iteration 14Q: 3 clusters Score -134301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -134301.734375 Penalty: 2306.972168
	Iteration 15Q: 3 clusters Score -134301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -134302.828125 Penalty: 2306.972168
	Iteration 16Q: 3 clusters Score -134302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -134305.015625 Penalty: 2306.972168
	Iteration 17Q: 3 clusters Score -134305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -134305.625000 Penalty: 2306.972168
	Iteration 18Q: 3 clusters Score -134305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -134306.953125 Penalty: 2306.972168
	Iteration 19Q: 3 clusters Score -134307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -134307.343750 Penalty: 2306.972168
	Iteration 20F: 3 clusters Score -134307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -134307.875000 Penalty: 2306.972168
	Iteration 21Q: 3 clusters Score -134307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -134308.890625 Penalty: 2306.972168
	Iteration 22Q: 3 clusters Score -134308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -134309.000000 Penalty: 2306.972168
	Iteration 23Q: 3 clusters Score -134309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -134309.000000 Penalty: 2306.972168
	Iteration 24F: 3 clusters Score -134309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Entering Unmasked Estep 
Score: -11529039.000000 Penalty: 1857.933716
	Iteration 0F: 2 clusters Score -1.152904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -11470396.000000 Penalty: 3715.867432
	Iteration 0F: 3 clusters Score -1.14704e+07 nChanged 44180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -11497251.000000 Penalty: 3715.867432
	Iteration 1F: 3 clusters Score -1.149725e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -11499241.000000 Penalty: 3715.867432
	Iteration 2Q: 3 clusters Score -1.149924e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -11502437.000000 Penalty: 3715.867432
	Iteration 3F: 3 clusters Score -1.150244e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -11507626.000000 Penalty: 3715.867432
	Iteration 4F: 3 clusters Score -1.150763e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -11514274.000000 Penalty: 3715.867432
	Iteration 5F: 3 clusters Score -1.151427e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -11520184.000000 Penalty: 3715.867432
	Iteration 6F: 3 clusters Score -1.152018e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -11523055.000000 Penalty: 3715.867432
	Iteration 7Q: 3 clusters Score -1.152306e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -11524211.000000 Penalty: 3715.867432
	Iteration 8Q: 3 clusters Score -1.152421e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -11524894.000000 Penalty: 3715.867432
	Iteration 9Q: 3 clusters Score -1.152489e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -11525541.000000 Penalty: 3715.867432
	Iteration 10Q: 3 clusters Score -1.152554e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -11525986.000000 Penalty: 3715.867432
	Iteration 11Q: 3 clusters Score -1.152599e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -11526489.000000 Penalty: 3715.867432
	Iteration 12Q: 3 clusters Score -1.152649e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -11526877.000000 Penalty: 3715.867432
	Iteration 13Q: 3 clusters Score -1.152688e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -11527184.000000 Penalty: 3715.867432
	Iteration 14Q: 3 clusters Score -1.152718e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -11527481.000000 Penalty: 3715.867432
	Iteration 15Q: 3 clusters Score -1.152748e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -11527745.000000 Penalty: 3715.867432
	Iteration 16Q: 3 clusters Score -1.152774e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -11527984.000000 Penalty: 3715.867432
	Iteration 17Q: 3 clusters Score -1.152798e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -11528257.000000 Penalty: 3715.867432
	Iteration 18Q: 3 clusters Score -1.152826e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -11528376.000000 Penalty: 3715.867432
	Iteration 19Q: 3 clusters Score -1.152838e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -11528473.000000 Penalty: 3715.867432
	Iteration 20F: 3 clusters Score -1.152847e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -11528526.000000 Penalty: 3715.867432
	Iteration 21Q: 3 clusters Score -1.152853e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 83762 members 
Entering Unmasked Estep 
Score: -11528591.000000 Penalty: 3715.867432
	Iteration 22Q: 3 clusters Score -1.152859e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -11528584.000000 Penalty: 3715.867432
	Iteration 23Q: 3 clusters Score -1.152858e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -11528578.000000 Penalty: 3715.867432
	Iteration 24Q: 3 clusters Score -1.152858e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
Score: -11528592.000000 Penalty: 3715.867432
	Iteration 25Q: 3 clusters Score -1.152859e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -11528601.000000 Penalty: 3715.867432
	Iteration 26Q: 3 clusters Score -1.15286e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -11528638.000000 Penalty: 3715.867432
	Iteration 27Q: 3 clusters Score -1.152864e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -11528631.000000 Penalty: 3715.867432
	Iteration 28Q: 3 clusters Score -1.152863e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -11528616.000000 Penalty: 3715.867432
	Iteration 29Q: 3 clusters Score -1.152862e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -11528635.000000 Penalty: 3715.867432
	Iteration 30Q: 3 clusters Score -1.152864e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 88243 members 
Entering Unmasked Estep 
Score: -11528693.000000 Penalty: 3715.867432
	Iteration 31Q: 3 clusters Score -1.152869e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 88558 members 
Entering Unmasked Estep 
Score: -11528688.000000 Penalty: 3715.867432
	Iteration 32Q: 3 clusters Score -1.152869e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -11528689.000000 Penalty: 3715.867432
	Iteration 33Q: 3 clusters Score -1.152869e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -11528629.000000 Penalty: 3715.867432
	Iteration 34Q: 3 clusters Score -1.152863e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 89359 members 
Entering Unmasked Estep 
Score: -11528621.000000 Penalty: 3715.867432
	Iteration 35Q: 3 clusters Score -1.152862e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -11528608.000000 Penalty: 3715.867432
	Iteration 36Q: 3 clusters Score -1.152861e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -11528609.000000 Penalty: 3715.867432
	Iteration 37Q: 3 clusters Score -1.152861e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -11528611.000000 Penalty: 3715.867432
	Iteration 38Q: 3 clusters Score -1.152861e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -11528578.000000 Penalty: 3715.867432
	Iteration 39Q: 3 clusters Score -1.152858e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -11528559.000000 Penalty: 3715.867432
	Iteration 40F: 3 clusters Score -1.152856e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -11528509.000000 Penalty: 3715.867432
	Iteration 41Q: 3 clusters Score -1.152851e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -11528504.000000 Penalty: 3715.867432
	Iteration 42Q: 3 clusters Score -1.15285e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -11528494.000000 Penalty: 3715.867432
	Iteration 43Q: 3 clusters Score -1.152849e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -11528472.000000 Penalty: 3715.867432
	Iteration 44Q: 3 clusters Score -1.152847e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -11528458.000000 Penalty: 3715.867432
	Iteration 45Q: 3 clusters Score -1.152846e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -11528424.000000 Penalty: 3715.867432
	Iteration 46Q: 3 clusters Score -1.152842e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 90530 members 
Entering Unmasked Estep 
Score: -11528409.000000 Penalty: 3715.867432
	Iteration 47Q: 3 clusters Score -1.152841e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -11528409.000000 Penalty: 3715.867432
	Iteration 48Q: 3 clusters Score -1.152841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -11528415.000000 Penalty: 3715.867432
	Iteration 49Q: 3 clusters Score -1.152842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -11528416.000000 Penalty: 3715.867432
	Iteration 50Q: 3 clusters Score -1.152842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -11528392.000000 Penalty: 3715.867432
	Iteration 51Q: 3 clusters Score -1.152839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -11528400.000000 Penalty: 3715.867432
	Iteration 52Q: 3 clusters Score -1.15284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 90691 members 
Entering Unmasked Estep 
Score: -11528382.000000 Penalty: 3715.867432
	Iteration 53Q: 3 clusters Score -1.152838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -11528378.000000 Penalty: 3715.867432
	Iteration 54Q: 3 clusters Score -1.152838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -11528372.000000 Penalty: 3715.867432
	Iteration 55Q: 3 clusters Score -1.152837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
Score: -11528386.000000 Penalty: 3715.867432
	Iteration 56Q: 3 clusters Score -1.152839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 90771 members 
Entering Unmasked Estep 
Score: -11528368.000000 Penalty: 3715.867432
	Iteration 57Q: 3 clusters Score -1.152837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -11528384.000000 Penalty: 3715.867432
	Iteration 58Q: 3 clusters Score -1.152838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -11528388.000000 Penalty: 3715.867432
	Iteration 59Q: 3 clusters Score -1.152839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -11528387.000000 Penalty: 3715.867432
	Iteration 60F: 3 clusters Score -1.152839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -11528380.000000 Penalty: 3715.867432
	Iteration 61Q: 3 clusters Score -1.152838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -11528372.000000 Penalty: 3715.867432
	Iteration 62Q: 3 clusters Score -1.152837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -11528365.000000 Penalty: 3715.867432
	Iteration 63Q: 3 clusters Score -1.152836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 90811 members 
Entering Unmasked Estep 
Score: -11528377.000000 Penalty: 3715.867432
	Iteration 64Q: 3 clusters Score -1.152838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -11528375.000000 Penalty: 3715.867432
	Iteration 65Q: 3 clusters Score -1.152838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -11528373.000000 Penalty: 3715.867432
	Iteration 66Q: 3 clusters Score -1.152837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -11528376.000000 Penalty: 3715.867432
	Iteration 67Q: 3 clusters Score -1.152838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -11528366.000000 Penalty: 3715.867432
	Iteration 68Q: 3 clusters Score -1.152837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -11528367.000000 Penalty: 3715.867432
	Iteration 69Q: 3 clusters Score -1.152837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -11528370.000000 Penalty: 3715.867432
	Iteration 70Q: 3 clusters Score -1.152837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -11528367.000000 Penalty: 3715.867432
	Iteration 71Q: 3 clusters Score -1.152837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -11528353.000000 Penalty: 3715.867432
	Iteration 72Q: 3 clusters Score -1.152835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -11528361.000000 Penalty: 3715.867432
	Iteration 73Q: 3 clusters Score -1.152836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -11528362.000000 Penalty: 3715.867432
	Iteration 74Q: 3 clusters Score -1.152836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -11528360.000000 Penalty: 3715.867432
	Iteration 75Q: 3 clusters Score -1.152836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -11528360.000000 Penalty: 3715.867432
	Iteration 76F: 3 clusters Score -1.152836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (91265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Entering Unmasked Estep 
Score: -11533868.000000 Penalty: 1855.997559
	Iteration 0F: 2 clusters Score -1.153387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -11475358.000000 Penalty: 3711.995117
	Iteration 0F: 3 clusters Score -1.147536e+07 nChanged 43626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -11500482.000000 Penalty: 3711.995117
	Iteration 1F: 3 clusters Score -1.150048e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -11501251.000000 Penalty: 3711.995117
	Iteration 2Q: 3 clusters Score -1.150125e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -11502410.000000 Penalty: 3711.995117
	Iteration 3Q: 3 clusters Score -1.150241e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -11503770.000000 Penalty: 3711.995117
	Iteration 4Q: 3 clusters Score -1.150377e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -11506042.000000 Penalty: 3711.995117
	Iteration 5F: 3 clusters Score -1.150604e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -11509229.000000 Penalty: 3711.995117
	Iteration 6F: 3 clusters Score -1.150923e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -11513408.000000 Penalty: 3711.995117
	Iteration 7F: 3 clusters Score -1.151341e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -11517872.000000 Penalty: 3711.995117
	Iteration 8F: 3 clusters Score -1.151787e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -11521324.000000 Penalty: 3711.995117
	Iteration 9F: 3 clusters Score -1.152132e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -11522862.000000 Penalty: 3711.995117
	Iteration 10Q: 3 clusters Score -1.152286e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -11523445.000000 Penalty: 3711.995117
	Iteration 11Q: 3 clusters Score -1.152344e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -11523815.000000 Penalty: 3711.995117
	Iteration 12Q: 3 clusters Score -1.152382e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -11524134.000000 Penalty: 3711.995117
	Iteration 13Q: 3 clusters Score -1.152413e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -11524527.000000 Penalty: 3711.995117
	Iteration 14Q: 3 clusters Score -1.152453e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -11524769.000000 Penalty: 3711.995117
	Iteration 15Q: 3 clusters Score -1.152477e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -11525092.000000 Penalty: 3711.995117
	Iteration 16Q: 3 clusters Score -1.152509e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -11525505.000000 Penalty: 3711.995117
	Iteration 17Q: 3 clusters Score -1.15255e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -11525807.000000 Penalty: 3711.995117
	Iteration 18Q: 3 clusters Score -1.152581e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -11526070.000000 Penalty: 3711.995117
	Iteration 19Q: 3 clusters Score -1.152607e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -11526399.000000 Penalty: 3711.995117
	Iteration 20F: 3 clusters Score -1.15264e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -11526776.000000 Penalty: 3711.995117
	Iteration 21Q: 3 clusters Score -1.152678e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -11527017.000000 Penalty: 3711.995117
	Iteration 22Q: 3 clusters Score -1.152702e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -11527159.000000 Penalty: 3711.995117
	Iteration 23Q: 3 clusters Score -1.152716e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -11527330.000000 Penalty: 3711.995117
	Iteration 24Q: 3 clusters Score -1.152733e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -11527412.000000 Penalty: 3711.995117
	Iteration 25Q: 3 clusters Score -1.152741e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -11527453.000000 Penalty: 3711.995117
	Iteration 26Q: 3 clusters Score -1.152745e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -11527506.000000 Penalty: 3711.995117
	Iteration 27Q: 3 clusters Score -1.152751e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -11527492.000000 Penalty: 3711.995117
	Iteration 28Q: 3 clusters Score -1.152749e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -11527484.000000 Penalty: 3711.995117
	Iteration 29Q: 3 clusters Score -1.152748e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -11527484.000000 Penalty: 3711.995117
	Iteration 30Q: 3 clusters Score -1.152748e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -11527366.000000 Penalty: 3711.995117
	Iteration 31Q: 3 clusters Score -1.152737e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -11527262.000000 Penalty: 3711.995117
	Iteration 32Q: 3 clusters Score -1.152726e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -11527203.000000 Penalty: 3711.995117
	Iteration 33Q: 3 clusters Score -1.15272e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -11527158.000000 Penalty: 3711.995117
	Iteration 34Q: 3 clusters Score -1.152716e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -11527016.000000 Penalty: 3711.995117
	Iteration 35Q: 3 clusters Score -1.152702e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -11526910.000000 Penalty: 3711.995117
	Iteration 36Q: 3 clusters Score -1.152691e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -11526844.000000 Penalty: 3711.995117
	Iteration 37Q: 3 clusters Score -1.152684e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -11526740.000000 Penalty: 3711.995117
	Iteration 38Q: 3 clusters Score -1.152674e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -11526670.000000 Penalty: 3711.995117
	Iteration 39Q: 3 clusters Score -1.152667e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -11526573.000000 Penalty: 3711.995117
	Iteration 40F: 3 clusters Score -1.152657e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -11526480.000000 Penalty: 3711.995117
	Iteration 41Q: 3 clusters Score -1.152648e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -11526404.000000 Penalty: 3711.995117
	Iteration 42Q: 3 clusters Score -1.15264e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -11526283.000000 Penalty: 3711.995117
	Iteration 43Q: 3 clusters Score -1.152628e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -11526208.000000 Penalty: 3711.995117
	Iteration 44Q: 3 clusters Score -1.152621e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -11526097.000000 Penalty: 3711.995117
	Iteration 45Q: 3 clusters Score -1.15261e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -11526045.000000 Penalty: 3711.995117
	Iteration 46Q: 3 clusters Score -1.152604e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -11526004.000000 Penalty: 3711.995117
	Iteration 47Q: 3 clusters Score -1.1526e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -11525945.000000 Penalty: 3711.995117
	Iteration 48Q: 3 clusters Score -1.152594e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -11525843.000000 Penalty: 3711.995117
	Iteration 49Q: 3 clusters Score -1.152584e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -11525744.000000 Penalty: 3711.995117
	Iteration 50Q: 3 clusters Score -1.152574e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -11525692.000000 Penalty: 3711.995117
	Iteration 51Q: 3 clusters Score -1.152569e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -11525615.000000 Penalty: 3711.995117
	Iteration 52Q: 3 clusters Score -1.152562e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -11525594.000000 Penalty: 3711.995117
	Iteration 53Q: 3 clusters Score -1.152559e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -11525558.000000 Penalty: 3711.995117
	Iteration 54Q: 3 clusters Score -1.152556e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -11525490.000000 Penalty: 3711.995117
	Iteration 55Q: 3 clusters Score -1.152549e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -11525473.000000 Penalty: 3711.995117
	Iteration 56Q: 3 clusters Score -1.152547e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -11525448.000000 Penalty: 3711.995117
	Iteration 57Q: 3 clusters Score -1.152545e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -11525408.000000 Penalty: 3711.995117
	Iteration 58Q: 3 clusters Score -1.152541e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 73528 members 
Entering Unmasked Estep 
Score: -11525398.000000 Penalty: 3711.995117
	Iteration 59Q: 3 clusters Score -1.15254e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -11525353.000000 Penalty: 3711.995117
	Iteration 60F: 3 clusters Score -1.152535e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -11525335.000000 Penalty: 3711.995117
	Iteration 61Q: 3 clusters Score -1.152534e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -11525291.000000 Penalty: 3711.995117
	Iteration 62Q: 3 clusters Score -1.152529e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -11525390.000000 Penalty: 3711.995117
	Iteration 63Q: 3 clusters Score -1.152539e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -11525405.000000 Penalty: 3711.995117
	Iteration 64Q: 3 clusters Score -1.15254e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -11525387.000000 Penalty: 3711.995117
	Iteration 65Q: 3 clusters Score -1.152539e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -11525463.000000 Penalty: 3711.995117
	Iteration 66Q: 3 clusters Score -1.152546e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -11525441.000000 Penalty: 3711.995117
	Iteration 67Q: 3 clusters Score -1.152544e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -11525500.000000 Penalty: 3711.995117
	Iteration 68Q: 3 clusters Score -1.15255e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -11525526.000000 Penalty: 3711.995117
	Iteration 69Q: 3 clusters Score -1.152553e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 81577 members 
Entering Unmasked Estep 
Score: -11526019.000000 Penalty: 3711.995117
	Iteration 70Q: 3 clusters Score -1.152602e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -11526500.000000 Penalty: 3711.995117
	Iteration 71Q: 3 clusters Score -1.15265e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -11526904.000000 Penalty: 3711.995117
	Iteration 72Q: 3 clusters Score -1.15269e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -11527325.000000 Penalty: 3711.995117
	Iteration 73Q: 3 clusters Score -1.152732e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -11527773.000000 Penalty: 3711.995117
	Iteration 74Q: 3 clusters Score -1.152777e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -11528174.000000 Penalty: 3711.995117
	Iteration 75Q: 3 clusters Score -1.152817e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -11528557.000000 Penalty: 3711.995117
	Iteration 76Q: 3 clusters Score -1.152856e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -11528906.000000 Penalty: 3711.995117
	Iteration 77Q: 3 clusters Score -1.152891e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -11529182.000000 Penalty: 3711.995117
	Iteration 78Q: 3 clusters Score -1.152918e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -11529538.000000 Penalty: 3711.995117
	Iteration 79Q: 3 clusters Score -1.152954e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 85389 members 
Entering Unmasked Estep 
Score: -11529838.000000 Penalty: 3711.995117
	Iteration 80F: 3 clusters Score -1.152984e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -11530136.000000 Penalty: 3711.995117
	Iteration 81Q: 3 clusters Score -1.153014e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -11530410.000000 Penalty: 3711.995117
	Iteration 82Q: 3 clusters Score -1.153041e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -11530623.000000 Penalty: 3711.995117
	Iteration 83Q: 3 clusters Score -1.153062e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -11530814.000000 Penalty: 3711.995117
	Iteration 84Q: 3 clusters Score -1.153081e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -11530994.000000 Penalty: 3711.995117
	Iteration 85Q: 3 clusters Score -1.153099e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -11531183.000000 Penalty: 3711.995117
	Iteration 86Q: 3 clusters Score -1.153118e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -11531311.000000 Penalty: 3711.995117
	Iteration 87Q: 3 clusters Score -1.153131e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -11531375.000000 Penalty: 3711.995117
	Iteration 88Q: 3 clusters Score -1.153138e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -11531416.000000 Penalty: 3711.995117
	Iteration 89Q: 3 clusters Score -1.153142e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -11531475.000000 Penalty: 3711.995117
	Iteration 90Q: 3 clusters Score -1.153148e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -11531591.000000 Penalty: 3711.995117
	Iteration 91Q: 3 clusters Score -1.153159e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -11531716.000000 Penalty: 3711.995117
	Iteration 92Q: 3 clusters Score -1.153172e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 88367 members 
Entering Unmasked Estep 
Score: -11531816.000000 Penalty: 3711.995117
	Iteration 93Q: 3 clusters Score -1.153182e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 88537 members 
Entering Unmasked Estep 
Score: -11531913.000000 Penalty: 3711.995117
	Iteration 94Q: 3 clusters Score -1.153191e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -11531961.000000 Penalty: 3711.995117
	Iteration 95Q: 3 clusters Score -1.153196e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -11531966.000000 Penalty: 3711.995117
	Iteration 96Q: 3 clusters Score -1.153197e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -11532016.000000 Penalty: 3711.995117
	Iteration 97Q: 3 clusters Score -1.153202e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -11532056.000000 Penalty: 3711.995117
	Iteration 98Q: 3 clusters Score -1.153206e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 89121 members 
Entering Unmasked Estep 
Score: -11532089.000000 Penalty: 3711.995117
	Iteration 99Q: 3 clusters Score -1.153209e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -11532075.000000 Penalty: 3711.995117
	Iteration 100F: 3 clusters Score -1.153208e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -11532099.000000 Penalty: 3711.995117
	Iteration 101Q: 3 clusters Score -1.15321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -11532131.000000 Penalty: 3711.995117
	Iteration 102Q: 3 clusters Score -1.153213e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -11532159.000000 Penalty: 3711.995117
	Iteration 103Q: 3 clusters Score -1.153216e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -11532175.000000 Penalty: 3711.995117
	Iteration 104Q: 3 clusters Score -1.153218e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -11532182.000000 Penalty: 3711.995117
	Iteration 105Q: 3 clusters Score -1.153218e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -11532202.000000 Penalty: 3711.995117
	Iteration 106Q: 3 clusters Score -1.15322e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -11532209.000000 Penalty: 3711.995117
	Iteration 107Q: 3 clusters Score -1.153221e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -11532195.000000 Penalty: 3711.995117
	Iteration 108Q: 3 clusters Score -1.15322e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -11532226.000000 Penalty: 3711.995117
	Iteration 109Q: 3 clusters Score -1.153223e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
Score: -11532218.000000 Penalty: 3711.995117
	Iteration 110Q: 3 clusters Score -1.153222e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -11532236.000000 Penalty: 3711.995117
	Iteration 111Q: 3 clusters Score -1.153224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 89747 members 
Entering Unmasked Estep 
Score: -11532233.000000 Penalty: 3711.995117
	Iteration 112Q: 3 clusters Score -1.153223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -11532225.000000 Penalty: 3711.995117
	Iteration 113Q: 3 clusters Score -1.153222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -11532214.000000 Penalty: 3711.995117
	Iteration 114Q: 3 clusters Score -1.153221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 89803 members 
Entering Unmasked Estep 
Score: -11532217.000000 Penalty: 3711.995117
	Iteration 115Q: 3 clusters Score -1.153222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -11532232.000000 Penalty: 3711.995117
	Iteration 116Q: 3 clusters Score -1.153223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -11532243.000000 Penalty: 3711.995117
	Iteration 117Q: 3 clusters Score -1.153224e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -11532260.000000 Penalty: 3711.995117
	Iteration 118Q: 3 clusters Score -1.153226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 89887 members 
Entering Unmasked Estep 
Score: -11532259.000000 Penalty: 3711.995117
	Iteration 119Q: 3 clusters Score -1.153226e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -11532280.000000 Penalty: 3711.995117
	Iteration 120F: 3 clusters Score -1.153228e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -11532292.000000 Penalty: 3711.995117
	Iteration 121Q: 3 clusters Score -1.153229e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -11532306.000000 Penalty: 3711.995117
	Iteration 122Q: 3 clusters Score -1.153231e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -11532317.000000 Penalty: 3711.995117
	Iteration 123Q: 3 clusters Score -1.153232e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -11532307.000000 Penalty: 3711.995117
	Iteration 124Q: 3 clusters Score -1.153231e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 90030 members 
Entering Unmasked Estep 
Score: -11532339.000000 Penalty: 3711.995117
	Iteration 125Q: 3 clusters Score -1.153234e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 90056 members 
Entering Unmasked Estep 
Score: -11532341.000000 Penalty: 3711.995117
	Iteration 126Q: 3 clusters Score -1.153234e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -11532354.000000 Penalty: 3711.995117
	Iteration 127Q: 3 clusters Score -1.153235e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -11532364.000000 Penalty: 3711.995117
	Iteration 128Q: 3 clusters Score -1.153236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 90128 members 
Entering Unmasked Estep 
Score: -11532361.000000 Penalty: 3711.995117
	Iteration 129Q: 3 clusters Score -1.153236e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -11532370.000000 Penalty: 3711.995117
	Iteration 130Q: 3 clusters Score -1.153237e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -11532371.000000 Penalty: 3711.995117
	Iteration 131Q: 3 clusters Score -1.153237e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 90200 members 
Entering Unmasked Estep 
Score: -11532375.000000 Penalty: 3711.995117
	Iteration 132Q: 3 clusters Score -1.153238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -11532360.000000 Penalty: 3711.995117
	Iteration 133Q: 3 clusters Score -1.153236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -11532380.000000 Penalty: 3711.995117
	Iteration 134Q: 3 clusters Score -1.153238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 90260 members 
Entering Unmasked Estep 
Score: -11532378.000000 Penalty: 3711.995117
	Iteration 135Q: 3 clusters Score -1.153238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -11532387.000000 Penalty: 3711.995117
	Iteration 136Q: 3 clusters Score -1.153239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -11532402.000000 Penalty: 3711.995117
	Iteration 137Q: 3 clusters Score -1.15324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -11532401.000000 Penalty: 3711.995117
	Iteration 138Q: 3 clusters Score -1.15324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -11532418.000000 Penalty: 3711.995117
	Iteration 139Q: 3 clusters Score -1.153242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -11532423.000000 Penalty: 3711.995117
	Iteration 140F: 3 clusters Score -1.153242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 90339 members 
Entering Unmasked Estep 
Score: -11532425.000000 Penalty: 3711.995117
	Iteration 141Q: 3 clusters Score -1.153242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -11532425.000000 Penalty: 3711.995117
	Iteration 142Q: 3 clusters Score -1.153242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -11532421.000000 Penalty: 3711.995117
	Iteration 143Q: 3 clusters Score -1.153242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -11532427.000000 Penalty: 3711.995117
	Iteration 144Q: 3 clusters Score -1.153243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -11532430.000000 Penalty: 3711.995117
	Iteration 145Q: 3 clusters Score -1.153243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -11532435.000000 Penalty: 3711.995117
	Iteration 146Q: 3 clusters Score -1.153244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -11532442.000000 Penalty: 3711.995117
	Iteration 147Q: 3 clusters Score -1.153244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -11532439.000000 Penalty: 3711.995117
	Iteration 148Q: 3 clusters Score -1.153244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -11532436.000000 Penalty: 3711.995117
	Iteration 149Q: 3 clusters Score -1.153244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 90385 members 
Entering Unmasked Estep 
Score: -11532439.000000 Penalty: 3711.995117
	Iteration 150Q: 3 clusters Score -1.153244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 90388 members 
Entering Unmasked Estep 
Score: -11532430.000000 Penalty: 3711.995117
	Iteration 151Q: 3 clusters Score -1.153243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -11532430.000000 Penalty: 3711.995117
	Iteration 152Q: 3 clusters Score -1.153243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -11532435.000000 Penalty: 3711.995117
	Iteration 153Q: 3 clusters Score -1.153244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -11532429.000000 Penalty: 3711.995117
	Iteration 154Q: 3 clusters Score -1.153243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -11532435.000000 Penalty: 3711.995117
	Iteration 155Q: 3 clusters Score -1.153244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -11532445.000000 Penalty: 3711.995117
	Iteration 156Q: 3 clusters Score -1.153244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -11532439.000000 Penalty: 3711.995117
	Iteration 157Q: 3 clusters Score -1.153244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 90413 members 
Entering Unmasked Estep 
Score: -11532443.000000 Penalty: 3711.995117
	Iteration 158Q: 3 clusters Score -1.153244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -11532436.000000 Penalty: 3711.995117
	Iteration 159Q: 3 clusters Score -1.153244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -11532438.000000 Penalty: 3711.995117
	Iteration 160F: 3 clusters Score -1.153244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -11532430.000000 Penalty: 3711.995117
	Iteration 161Q: 3 clusters Score -1.153243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -11532435.000000 Penalty: 3711.995117
	Iteration 162Q: 3 clusters Score -1.153244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 90421 members 
Entering Unmasked Estep 
Score: -11532446.000000 Penalty: 3711.995117
	Iteration 163Q: 3 clusters Score -1.153245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -11532446.000000 Penalty: 3711.995117
	Iteration 164Q: 3 clusters Score -1.153245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -11532446.000000 Penalty: 3711.995117
	Iteration 165F: 3 clusters Score -1.153245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -483311.031250 Penalty: 1352.349609
	Iteration 0F: 2 clusters Score -483311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -479857.906250 Penalty: 2704.699219
	Iteration 0F: 3 clusters Score -479857.9 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -480856.062500 Penalty: 2704.699219
	Iteration 1F: 3 clusters Score -480856.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -481065.156250 Penalty: 2704.699219
	Iteration 2F: 3 clusters Score -481065.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -481219.437500 Penalty: 2704.699219
	Iteration 3F: 3 clusters Score -481219.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -481333.750000 Penalty: 2704.699219
	Iteration 4Q: 3 clusters Score -481333.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -481418.750000 Penalty: 2704.699219
	Iteration 5Q: 3 clusters Score -481418.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -481495.156250 Penalty: 2704.699219
	Iteration 6Q: 3 clusters Score -481495.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -481580.625000 Penalty: 2704.699219
	Iteration 7Q: 3 clusters Score -481580.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -481655.093750 Penalty: 2704.699219
	Iteration 8Q: 3 clusters Score -481655.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -481714.125000 Penalty: 2704.699219
	Iteration 9Q: 3 clusters Score -481714.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -481774.500000 Penalty: 2704.699219
	Iteration 10Q: 3 clusters Score -481774.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -481838.906250 Penalty: 2704.699219
	Iteration 11Q: 3 clusters Score -481838.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -481920.781250 Penalty: 2704.699219
	Iteration 12Q: 3 clusters Score -481920.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -482025.125000 Penalty: 2704.699219
	Iteration 13Q: 3 clusters Score -482025.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -482134.968750 Penalty: 2704.699219
	Iteration 14Q: 3 clusters Score -482135 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -482212.468750 Penalty: 2704.699219
	Iteration 15Q: 3 clusters Score -482212.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -482304.968750 Penalty: 2704.699219
	Iteration 16Q: 3 clusters Score -482305 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -482400.656250 Penalty: 2704.699219
	Iteration 17Q: 3 clusters Score -482400.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -482479.406250 Penalty: 2704.699219
	Iteration 18Q: 3 clusters Score -482479.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -482540.187500 Penalty: 2704.699219
	Iteration 19Q: 3 clusters Score -482540.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -482587.968750 Penalty: 2704.699219
	Iteration 20F: 3 clusters Score -482588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -482646.250000 Penalty: 2704.699219
	Iteration 21Q: 3 clusters Score -482646.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -482703.968750 Penalty: 2704.699219
	Iteration 22Q: 3 clusters Score -482704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -482761.781250 Penalty: 2704.699219
	Iteration 23Q: 3 clusters Score -482761.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -482830.468750 Penalty: 2704.699219
	Iteration 24Q: 3 clusters Score -482830.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -482893.593750 Penalty: 2704.699219
	Iteration 25Q: 3 clusters Score -482893.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -482949.750000 Penalty: 2704.699219
	Iteration 26Q: 3 clusters Score -482949.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -482988.031250 Penalty: 2704.699219
	Iteration 27Q: 3 clusters Score -482988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -483004.531250 Penalty: 2704.699219
	Iteration 28Q: 3 clusters Score -483004.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -483012.375000 Penalty: 2704.699219
	Iteration 29Q: 3 clusters Score -483012.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -483016.812500 Penalty: 2704.699219
	Iteration 30Q: 3 clusters Score -483016.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -483021.093750 Penalty: 2704.699219
	Iteration 31Q: 3 clusters Score -483021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -483023.062500 Penalty: 2704.699219
	Iteration 32Q: 3 clusters Score -483023.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -483026.593750 Penalty: 2704.699219
	Iteration 33Q: 3 clusters Score -483026.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -483026.718750 Penalty: 2704.699219
	Iteration 34Q: 3 clusters Score -483026.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -483027.687500 Penalty: 2704.699219
	Iteration 35Q: 3 clusters Score -483027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -483027.375000 Penalty: 2704.699219
	Iteration 36Q: 3 clusters Score -483027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -483027.718750 Penalty: 2704.699219
	Iteration 37Q: 3 clusters Score -483027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -483027.718750 Penalty: 2704.699219
	Iteration 38F: 3 clusters Score -483027.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (89701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Entering Unmasked Estep 
Score: -10994523.000000 Penalty: 1853.188477
	Iteration 0F: 2 clusters Score -1.099452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -10934717.000000 Penalty: 3706.376953
	Iteration 0F: 3 clusters Score -1.093472e+07 nChanged 42935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -10960167.000000 Penalty: 3706.376953
	Iteration 1F: 3 clusters Score -1.096017e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -10961063.000000 Penalty: 3706.376953
	Iteration 2Q: 3 clusters Score -1.096106e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -10962498.000000 Penalty: 3706.376953
	Iteration 3Q: 3 clusters Score -1.09625e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -10964786.000000 Penalty: 3706.376953
	Iteration 4F: 3 clusters Score -1.096479e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -10968369.000000 Penalty: 3706.376953
	Iteration 5F: 3 clusters Score -1.096837e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -10973389.000000 Penalty: 3706.376953
	Iteration 6F: 3 clusters Score -1.097339e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -10979307.000000 Penalty: 3706.376953
	Iteration 7F: 3 clusters Score -1.097931e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 79330 members 
Entering Unmasked Estep 
Score: -10984309.000000 Penalty: 3706.376953
	Iteration 8F: 3 clusters Score -1.098431e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -10987984.000000 Penalty: 3706.376953
	Iteration 9Q: 3 clusters Score -1.098798e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -10990188.000000 Penalty: 3706.376953
	Iteration 10Q: 3 clusters Score -1.099019e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -10991342.000000 Penalty: 3706.376953
	Iteration 11Q: 3 clusters Score -1.099134e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -10992004.000000 Penalty: 3706.376953
	Iteration 12Q: 3 clusters Score -1.0992e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -10992421.000000 Penalty: 3706.376953
	Iteration 13Q: 3 clusters Score -1.099242e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 88272 members 
Entering Unmasked Estep 
Score: -10992660.000000 Penalty: 3706.376953
	Iteration 14Q: 3 clusters Score -1.099266e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -10992789.000000 Penalty: 3706.376953
	Iteration 15Q: 3 clusters Score -1.099279e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -10992844.000000 Penalty: 3706.376953
	Iteration 16Q: 3 clusters Score -1.099284e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 88796 members 
Entering Unmasked Estep 
Score: -10992899.000000 Penalty: 3706.376953
	Iteration 17Q: 3 clusters Score -1.09929e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -10992934.000000 Penalty: 3706.376953
	Iteration 18Q: 3 clusters Score -1.099293e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 88926 members 
Entering Unmasked Estep 
Score: -10992949.000000 Penalty: 3706.376953
	Iteration 19Q: 3 clusters Score -1.099295e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -10992995.000000 Penalty: 3706.376953
	Iteration 20F: 3 clusters Score -1.0993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -10992990.000000 Penalty: 3706.376953
	Iteration 21Q: 3 clusters Score -1.099299e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -10993007.000000 Penalty: 3706.376953
	Iteration 22Q: 3 clusters Score -1.099301e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -10993012.000000 Penalty: 3706.376953
	Iteration 23Q: 3 clusters Score -1.099301e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -10993049.000000 Penalty: 3706.376953
	Iteration 24Q: 3 clusters Score -1.099305e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -10993058.000000 Penalty: 3706.376953
	Iteration 25Q: 3 clusters Score -1.099306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 89099 members 
Entering Unmasked Estep 
Score: -10993062.000000 Penalty: 3706.376953
	Iteration 26Q: 3 clusters Score -1.099306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 89107 members 
Entering Unmasked Estep 
Score: -10993052.000000 Penalty: 3706.376953
	Iteration 27Q: 3 clusters Score -1.099305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -10993063.000000 Penalty: 3706.376953
	Iteration 28Q: 3 clusters Score -1.099306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -10993052.000000 Penalty: 3706.376953
	Iteration 29Q: 3 clusters Score -1.099305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 89129 members 
Entering Unmasked Estep 
Score: -10993066.000000 Penalty: 3706.376953
	Iteration 30Q: 3 clusters Score -1.099307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -10993072.000000 Penalty: 3706.376953
	Iteration 31Q: 3 clusters Score -1.099307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
Score: -10993064.000000 Penalty: 3706.376953
	Iteration 32Q: 3 clusters Score -1.099306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -10993074.000000 Penalty: 3706.376953
	Iteration 33Q: 3 clusters Score -1.099307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -10993068.000000 Penalty: 3706.376953
	Iteration 34Q: 3 clusters Score -1.099307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -10993068.000000 Penalty: 3706.376953
	Iteration 35Q: 3 clusters Score -1.099307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -10993078.000000 Penalty: 3706.376953
	Iteration 36Q: 3 clusters Score -1.099308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -10993088.000000 Penalty: 3706.376953
	Iteration 37Q: 3 clusters Score -1.099309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
Score: -10993086.000000 Penalty: 3706.376953
	Iteration 38Q: 3 clusters Score -1.099309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 89169 members 
Entering Unmasked Estep 
Score: -10993099.000000 Penalty: 3706.376953
	Iteration 39Q: 3 clusters Score -1.09931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 89171 members 
Entering Unmasked Estep 
Score: -10993097.000000 Penalty: 3706.376953
	Iteration 40F: 3 clusters Score -1.09931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -10993094.000000 Penalty: 3706.376953
	Iteration 41Q: 3 clusters Score -1.099309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -10993092.000000 Penalty: 3706.376953
	Iteration 42Q: 3 clusters Score -1.099309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -10993100.000000 Penalty: 3706.376953
	Iteration 43Q: 3 clusters Score -1.09931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 89184 members 
Entering Unmasked Estep 
Score: -10993100.000000 Penalty: 3706.376953
	Iteration 44Q: 3 clusters Score -1.09931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -10993100.000000 Penalty: 3706.376953
	Iteration 45Q: 3 clusters Score -1.09931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -10993105.000000 Penalty: 3706.376953
	Iteration 46Q: 3 clusters Score -1.09931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -10993103.000000 Penalty: 3706.376953
	Iteration 47Q: 3 clusters Score -1.09931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 89188 members 
Entering Unmasked Estep 
Score: -10993106.000000 Penalty: 3706.376953
	Iteration 48Q: 3 clusters Score -1.099311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -10993100.000000 Penalty: 3706.376953
	Iteration 49Q: 3 clusters Score -1.09931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -10993107.000000 Penalty: 3706.376953
	Iteration 50Q: 3 clusters Score -1.099311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 89196 members 
Entering Unmasked Estep 
Score: -10993112.000000 Penalty: 3706.376953
	Iteration 51Q: 3 clusters Score -1.099311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 89198 members 
Entering Unmasked Estep 
Score: -10993112.000000 Penalty: 3706.376953
	Iteration 52Q: 3 clusters Score -1.099311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -10993126.000000 Penalty: 3706.376953
	Iteration 53Q: 3 clusters Score -1.099313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -10993120.000000 Penalty: 3706.376953
	Iteration 54Q: 3 clusters Score -1.099312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -10993119.000000 Penalty: 3706.376953
	Iteration 55Q: 3 clusters Score -1.099312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -10993110.000000 Penalty: 3706.376953
	Iteration 56Q: 3 clusters Score -1.099311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -10993123.000000 Penalty: 3706.376953
	Iteration 57Q: 3 clusters Score -1.099312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -10993121.000000 Penalty: 3706.376953
	Iteration 58Q: 3 clusters Score -1.099312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -10993129.000000 Penalty: 3706.376953
	Iteration 59Q: 3 clusters Score -1.099313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 89218 members 
Entering Unmasked Estep 
Score: -10993136.000000 Penalty: 3706.376953
	Iteration 60F: 3 clusters Score -1.099314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -700913.687500 Penalty: 1407.881836
	Iteration 0F: 2 clusters Score -700913.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -696419.750000 Penalty: 2815.763672
	Iteration 0F: 3 clusters Score -696419.8 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -697782.562500 Penalty: 2815.763672
	Iteration 1F: 3 clusters Score -697782.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -698067.687500 Penalty: 2815.763672
	Iteration 2F: 3 clusters Score -698067.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -698286.625000 Penalty: 2815.763672
	Iteration 3F: 3 clusters Score -698286.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -698477.250000 Penalty: 2815.763672
	Iteration 4F: 3 clusters Score -698477.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -698649.312500 Penalty: 2815.763672
	Iteration 5Q: 3 clusters Score -698649.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -698829.812500 Penalty: 2815.763672
	Iteration 6Q: 3 clusters Score -698829.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -699018.187500 Penalty: 2815.763672
	Iteration 7Q: 3 clusters Score -699018.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -699154.000000 Penalty: 2815.763672
	Iteration 8Q: 3 clusters Score -699154 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -699268.812500 Penalty: 2815.763672
	Iteration 9Q: 3 clusters Score -699268.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -699364.812500 Penalty: 2815.763672
	Iteration 10Q: 3 clusters Score -699364.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -699464.812500 Penalty: 2815.763672
	Iteration 11Q: 3 clusters Score -699464.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -699571.125000 Penalty: 2815.763672
	Iteration 12Q: 3 clusters Score -699571.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -699653.312500 Penalty: 2815.763672
	Iteration 13Q: 3 clusters Score -699653.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -699709.875000 Penalty: 2815.763672
	Iteration 14Q: 3 clusters Score -699709.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -699745.500000 Penalty: 2815.763672
	Iteration 15Q: 3 clusters Score -699745.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -699768.437500 Penalty: 2815.763672
	Iteration 16Q: 3 clusters Score -699768.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -699784.250000 Penalty: 2815.763672
	Iteration 17Q: 3 clusters Score -699784.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -699797.062500 Penalty: 2815.763672
	Iteration 18Q: 3 clusters Score -699797.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -699810.187500 Penalty: 2815.763672
	Iteration 19Q: 3 clusters Score -699810.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -699821.812500 Penalty: 2815.763672
	Iteration 20F: 3 clusters Score -699821.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -699830.125000 Penalty: 2815.763672
	Iteration 21Q: 3 clusters Score -699830.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -699835.125000 Penalty: 2815.763672
	Iteration 22Q: 3 clusters Score -699835.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -699839.000000 Penalty: 2815.763672
	Iteration 23Q: 3 clusters Score -699839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -699840.062500 Penalty: 2815.763672
	Iteration 24Q: 3 clusters Score -699840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -699843.937500 Penalty: 2815.763672
	Iteration 25Q: 3 clusters Score -699843.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -699847.125000 Penalty: 2815.763672
	Iteration 26Q: 3 clusters Score -699847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -699847.875000 Penalty: 2815.763672
	Iteration 27Q: 3 clusters Score -699847.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -699849.812500 Penalty: 2815.763672
	Iteration 28Q: 3 clusters Score -699849.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -699852.250000 Penalty: 2815.763672
	Iteration 29Q: 3 clusters Score -699852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -699854.375000 Penalty: 2815.763672
	Iteration 30Q: 3 clusters Score -699854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -699853.750000 Penalty: 2815.763672
	Iteration 31Q: 3 clusters Score -699853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -699853.875000 Penalty: 2815.763672
	Iteration 32Q: 3 clusters Score -699853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -699854.250000 Penalty: 2815.763672
	Iteration 33Q: 3 clusters Score -699854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -699854.000000 Penalty: 2815.763672
	Iteration 34Q: 3 clusters Score -699854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -699855.875000 Penalty: 2815.763672
	Iteration 35Q: 3 clusters Score -699855.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -699855.875000 Penalty: 2815.763672
	Iteration 36F: 3 clusters Score -699855.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (90263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Entering Unmasked Estep 
Score: -11300267.000000 Penalty: 1854.203491
	Iteration 0F: 2 clusters Score -1.130027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -11241628.000000 Penalty: 3708.406982
	Iteration 0F: 3 clusters Score -1.124163e+07 nChanged 43090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -11266589.000000 Penalty: 3708.406982
	Iteration 1F: 3 clusters Score -1.126659e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -11267142.000000 Penalty: 3708.406982
	Iteration 2Q: 3 clusters Score -1.126714e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -11267720.000000 Penalty: 3708.406982
	Iteration 3Q: 3 clusters Score -1.126772e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -11268499.000000 Penalty: 3708.406982
	Iteration 4Q: 3 clusters Score -1.12685e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -11270157.000000 Penalty: 3708.406982
	Iteration 5Q: 3 clusters Score -1.127016e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -11273325.000000 Penalty: 3708.406982
	Iteration 6F: 3 clusters Score -1.127332e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -11278449.000000 Penalty: 3708.406982
	Iteration 7F: 3 clusters Score -1.127845e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -11285142.000000 Penalty: 3708.406982
	Iteration 8F: 3 clusters Score -1.128514e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -11291557.000000 Penalty: 3708.406982
	Iteration 9F: 3 clusters Score -1.129156e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -11296029.000000 Penalty: 3708.406982
	Iteration 10Q: 3 clusters Score -1.129603e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -11297682.000000 Penalty: 3708.406982
	Iteration 11Q: 3 clusters Score -1.129768e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89164 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11298196.000000 Penalty: 3708.406982
	Iteration 12Q: 3 clusters Score -1.12982e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11298391.000000 Penalty: 3708.406982
	Iteration 13Q: 3 clusters Score -1.129839e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11298524.000000 Penalty: 3708.406982
	Iteration 14Q: 3 clusters Score -1.129852e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11298564.000000 Penalty: 3708.406982
	Iteration 15Q: 3 clusters Score -1.129856e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -11298590.000000 Penalty: 3708.406982
	Iteration 16Q: 3 clusters Score -1.129859e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89894 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11298597.000000 Penalty: 3708.406982
	Iteration 17Q: 3 clusters Score -1.12986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11298620.000000 Penalty: 3708.406982
	Iteration 18Q: 3 clusters Score -1.129862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -11298662.000000 Penalty: 3708.406982
	Iteration 19Q: 3 clusters Score -1.129866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11298647.000000 Penalty: 3708.406982
	Iteration 20F: 3 clusters Score -1.129865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11298649.000000 Penalty: 3708.406982
	Iteration 21Q: 3 clusters Score -1.129865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11298669.000000 Penalty: 3708.406982
	Iteration 22Q: 3 clusters Score -1.129867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11298670.000000 Penalty: 3708.406982
	Iteration 23Q: 3 clusters Score -1.129867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11298665.000000 Penalty: 3708.406982
	Iteration 24Q: 3 clusters Score -1.129866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11298669.000000 Penalty: 3708.406982
	Iteration 25Q: 3 clusters Score -1.129867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11298672.000000 Penalty: 3708.406982
	Iteration 26Q: 3 clusters Score -1.129867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11298688.000000 Penalty: 3708.406982
	Iteration 27Q: 3 clusters Score -1.129869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11298682.000000 Penalty: 3708.406982
	Iteration 28Q: 3 clusters Score -1.129868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -11298671.000000 Penalty: 3708.406982
	Iteration 29Q: 3 clusters Score -1.129867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11298679.000000 Penalty: 3708.406982
	Iteration 30Q: 3 clusters Score -1.129868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11298690.000000 Penalty: 3708.406982
	Iteration 31Q: 3 clusters Score -1.129869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11298687.000000 Penalty: 3708.406982
	Iteration 32Q: 3 clusters Score -1.129869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11298687.000000 Penalty: 3708.406982
	Iteration 33F: 3 clusters Score -1.129869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -11800.967773 Penalty: 794.681702
	Iteration 0F: 2 clusters Score -11800.97 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 65 members 
Entering Unmasked Estep 
Score: -11214.540039 Penalty: 1589.363403
	Iteration 0F: 3 clusters Score -11214.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11289.519531 Penalty: 1589.363403
	Iteration 1F: 3 clusters Score -11289.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11295.729492 Penalty: 1589.363403
	Iteration 2Q: 3 clusters Score -11295.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11307.330078 Penalty: 1589.363403
	Iteration 3Q: 3 clusters Score -11307.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11323.304688 Penalty: 1589.363403
	Iteration 4Q: 3 clusters Score -11323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11323.304688 Penalty: 1589.363403
	Iteration 5F: 3 clusters Score -11323.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (87474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87474 members 
Entering Unmasked Estep 
Score: -10864981.000000 Penalty: 1849.103271
	Iteration 0F: 2 clusters Score -1.086498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -10807633.000000 Penalty: 3698.206543
	Iteration 0F: 3 clusters Score -1.080763e+07 nChanged 41722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -10831564.000000 Penalty: 3698.206543
	Iteration 1F: 3 clusters Score -1.083156e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -10832137.000000 Penalty: 3698.206543
	Iteration 2Q: 3 clusters Score -1.083214e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -10832744.000000 Penalty: 3698.206543
	Iteration 3Q: 3 clusters Score -1.083274e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -10833652.000000 Penalty: 3698.206543
	Iteration 4Q: 3 clusters Score -1.083365e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -10835144.000000 Penalty: 3698.206543
	Iteration 5Q: 3 clusters Score -1.083514e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -10837811.000000 Penalty: 3698.206543
	Iteration 6F: 3 clusters Score -1.083781e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -10842470.000000 Penalty: 3698.206543
	Iteration 7F: 3 clusters Score -1.084247e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -10849018.000000 Penalty: 3698.206543
	Iteration 8F: 3 clusters Score -1.084902e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -10855751.000000 Penalty: 3698.206543
	Iteration 9F: 3 clusters Score -1.085575e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -10860348.000000 Penalty: 3698.206543
	Iteration 10F: 3 clusters Score -1.086035e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -10862212.000000 Penalty: 3698.206543
	Iteration 11Q: 3 clusters Score -1.086221e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -10862887.000000 Penalty: 3698.206543
	Iteration 12Q: 3 clusters Score -1.086289e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -10863142.000000 Penalty: 3698.206543
	Iteration 13Q: 3 clusters Score -1.086314e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -10863255.000000 Penalty: 3698.206543
	Iteration 14Q: 3 clusters Score -1.086326e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -10863310.000000 Penalty: 3698.206543
	Iteration 15Q: 3 clusters Score -1.086331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -10863334.000000 Penalty: 3698.206543
	Iteration 16Q: 3 clusters Score -1.086333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -10863329.000000 Penalty: 3698.206543
	Iteration 17Q: 3 clusters Score -1.086333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -10863343.000000 Penalty: 3698.206543
	Iteration 18Q: 3 clusters Score -1.086334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -10863353.000000 Penalty: 3698.206543
	Iteration 19Q: 3 clusters Score -1.086335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -10863354.000000 Penalty: 3698.206543
	Iteration 20F: 3 clusters Score -1.086335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -10863354.000000 Penalty: 3698.206543
	Iteration 21Q: 3 clusters Score -1.086335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -10863353.000000 Penalty: 3698.206543
	Iteration 22Q: 3 clusters Score -1.086335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -10863368.000000 Penalty: 3698.206543
	Iteration 23Q: 3 clusters Score -1.086337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -10863373.000000 Penalty: 3698.206543
	Iteration 24Q: 3 clusters Score -1.086337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -10863373.000000 Penalty: 3698.206543
	Iteration 25F: 3 clusters Score -1.086337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -21454.630859 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -21454.63 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 147 members 
Entering Unmasked Estep 
Score: -20722.210938 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -20722.21 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21033.464844 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -21033.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21145.281250 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -21145.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21178.429688 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -21178.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21232.082031 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -21232.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21254.425781 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -21254.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21259.578125 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -21259.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21259.578125 Penalty: 1856.963135
	Iteration 7F: 3 clusters Score -21259.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19077.257812 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -19077.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18345.937500 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -18345.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18434.472656 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -18434.47 nChanged 9
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: -18470.625000 Penalty: 1743.942139
	Iteration 2Q: 3 clusters Score -18470.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18507.136719 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -18507.14 nChanged 3
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: -18534.781250 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -18534.78 nChanged 1
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: -18536.890625 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -18536.89 nChanged 0
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: -18536.890625 Penalty: 1743.942139
	Iteration 6F: 3 clusters Score -18536.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Entering Unmasked Estep 
Score: -3713725.000000 Penalty: 1670.762451
	Iteration 0F: 2 clusters Score -3713725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3693914.500000 Penalty: 3341.524902
	Iteration 0F: 3 clusters Score -3693914 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3701471.250000 Penalty: 3341.524902
	Iteration 1F: 3 clusters Score -3701471 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3701785.500000 Penalty: 3341.524902
	Iteration 2Q: 3 clusters Score -3701786 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3702068.500000 Penalty: 3341.524902
	Iteration 3Q: 3 clusters Score -3702068 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3702319.750000 Penalty: 3341.524902
	Iteration 4Q: 3 clusters Score -3702320 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3702571.750000 Penalty: 3341.524902
	Iteration 5Q: 3 clusters Score -3702572 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3702837.000000 Penalty: 3341.524902
	Iteration 6Q: 3 clusters Score -3702837 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -3703168.500000 Penalty: 3341.524902
	Iteration 7Q: 3 clusters Score -3703168 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3703639.250000 Penalty: 3341.524902
	Iteration 8Q: 3 clusters Score -3703639 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3704353.750000 Penalty: 3341.524902
	Iteration 9Q: 3 clusters Score -3704354 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3705364.750000 Penalty: 3341.524902
	Iteration 10F: 3 clusters Score -3705365 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3706646.000000 Penalty: 3341.524902
	Iteration 11F: 3 clusters Score -3706646 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3708108.500000 Penalty: 3341.524902
	Iteration 12F: 3 clusters Score -3708108 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3709414.000000 Penalty: 3341.524902
	Iteration 13F: 3 clusters Score -3709414 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3710424.500000 Penalty: 3341.524902
	Iteration 14Q: 3 clusters Score -3710424 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3711190.000000 Penalty: 3341.524902
	Iteration 15Q: 3 clusters Score -3711190 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3711663.000000 Penalty: 3341.524902
	Iteration 16Q: 3 clusters Score -3711663 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -3711903.250000 Penalty: 3341.524902
	Iteration 17Q: 3 clusters Score -3711903 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3712045.500000 Penalty: 3341.524902
	Iteration 18Q: 3 clusters Score -3712046 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3712156.500000 Penalty: 3341.524902
	Iteration 19Q: 3 clusters Score -3712156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3712208.250000 Penalty: 3341.524902
	Iteration 20F: 3 clusters Score -3712208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -3712257.000000 Penalty: 3341.524902
	Iteration 21Q: 3 clusters Score -3712257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3712293.000000 Penalty: 3341.524902
	Iteration 22Q: 3 clusters Score -3712293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3712299.000000 Penalty: 3341.524902
	Iteration 23Q: 3 clusters Score -3712299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3712314.500000 Penalty: 3341.524902
	Iteration 24Q: 3 clusters Score -3712314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3712322.250000 Penalty: 3341.524902
	Iteration 25Q: 3 clusters Score -3712322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3712332.250000 Penalty: 3341.524902
	Iteration 26Q: 3 clusters Score -3712332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -3712338.250000 Penalty: 3341.524902
	Iteration 27Q: 3 clusters Score -3712338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3712353.500000 Penalty: 3341.524902
	Iteration 28Q: 3 clusters Score -3712354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3712351.000000 Penalty: 3341.524902
	Iteration 29Q: 3 clusters Score -3712351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3712350.750000 Penalty: 3341.524902
	Iteration 30Q: 3 clusters Score -3712351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3712358.500000 Penalty: 3341.524902
	Iteration 31Q: 3 clusters Score -3712358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -3712361.000000 Penalty: 3341.524902
	Iteration 32Q: 3 clusters Score -3712361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3712364.750000 Penalty: 3341.524902
	Iteration 33Q: 3 clusters Score -3712365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3712365.500000 Penalty: 3341.524902
	Iteration 34Q: 3 clusters Score -3712366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -3712363.750000 Penalty: 3341.524902
	Iteration 35Q: 3 clusters Score -3712364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3712367.500000 Penalty: 3341.524902
	Iteration 36Q: 3 clusters Score -3712368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3712367.500000 Penalty: 3341.524902
	Iteration 37F: 3 clusters Score -3712368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -48203.980469 Penalty: 1004.924194
	Iteration 0F: 2 clusters Score -48203.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47222.839844 Penalty: 2009.848389
	Iteration 0F: 3 clusters Score -47222.84 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47408.566406 Penalty: 2009.848389
	Iteration 1F: 3 clusters Score -47408.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47470.027344 Penalty: 2009.848389
	Iteration 2F: 3 clusters Score -47470.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47494.656250 Penalty: 2009.848389
	Iteration 3Q: 3 clusters Score -47494.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47503.355469 Penalty: 2009.848389
	Iteration 4Q: 3 clusters Score -47503.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47513.820312 Penalty: 2009.848389
	Iteration 5Q: 3 clusters Score -47513.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47520.410156 Penalty: 2009.848389
	Iteration 6Q: 3 clusters Score -47520.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47532.332031 Penalty: 2009.848389
	Iteration 7Q: 3 clusters Score -47532.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47536.839844 Penalty: 2009.848389
	Iteration 8Q: 3 clusters Score -47536.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47538.593750 Penalty: 2009.848389
	Iteration 9Q: 3 clusters Score -47538.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47538.593750 Penalty: 2009.848389
	Iteration 10F: 3 clusters Score -47538.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13961 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42160 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 48764 members 
Mstep: Class 10 contains 18585 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82346 members 
Mstep: Class 14 contains 14521 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19156 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84510 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92359 members 
Mstep: Class 22 contains 91265 members 
Mstep: Class 23 contains 4114 members 
Mstep: Class 24 contains 89701 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90263 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87474 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29191 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229120.000000 Penalty: 70941.500000
Iteration 279Q: 33 clusters Score -1.022291e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13958 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42164 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 48770 members 
Mstep: Class 10 contains 18585 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82367 members 
Mstep: Class 14 contains 14514 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19158 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84511 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92351 members 
Mstep: Class 22 contains 91249 members 
Mstep: Class 23 contains 4114 members 
Mstep: Class 24 contains 89692 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 90237 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87484 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29215 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229120.000000 Penalty: 70941.500000
Iteration 280F: 33 clusters Score -1.022291e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13954 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42166 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 48775 members 
Mstep: Class 10 contains 18582 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82378 members 
Mstep: Class 14 contains 14507 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19162 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84525 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92354 members 
Mstep: Class 22 contains 91237 members 
Mstep: Class 23 contains 4114 members 
Mstep: Class 24 contains 89684 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90217 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87481 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29235 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229104.000000 Penalty: 70941.500000
Iteration 281Q: 33 clusters Score -1.022291e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13951 members 
Mstep: Class 3 contains 3350 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42168 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 48772 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82387 members 
Mstep: Class 14 contains 14499 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19166 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84529 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92349 members 
Mstep: Class 22 contains 91221 members 
Mstep: Class 23 contains 4115 members 
Mstep: Class 24 contains 89687 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90207 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87479 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29264 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229216.000000 Penalty: 70941.500000
Iteration 282Q: 33 clusters Score -1.022292e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13949 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42172 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 48765 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82393 members 
Mstep: Class 14 contains 14495 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19170 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84527 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92334 members 
Mstep: Class 22 contains 91226 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89686 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90213 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87474 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29272 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229192.000000 Penalty: 70941.500000
Iteration 283Q: 33 clusters Score -1.022292e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13944 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 48757 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82414 members 
Mstep: Class 14 contains 14492 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19174 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84521 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92321 members 
Mstep: Class 22 contains 91228 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89677 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90215 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87477 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29283 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229232.000000 Penalty: 70941.500000
Iteration 284Q: 33 clusters Score -1.022292e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13939 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 48755 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82442 members 
Mstep: Class 14 contains 14488 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19176 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84520 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92307 members 
Mstep: Class 22 contains 91219 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89672 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90205 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87481 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29303 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229320.000000 Penalty: 70941.500000
Iteration 285Q: 33 clusters Score -1.022293e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13936 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42172 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 48762 members 
Mstep: Class 10 contains 18578 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82456 members 
Mstep: Class 14 contains 14483 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19180 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84522 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92303 members 
Mstep: Class 22 contains 91222 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89673 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90190 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87488 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29302 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229392.000000 Penalty: 70941.500000
Iteration 286Q: 33 clusters Score -1.022294e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13935 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 48763 members 
Mstep: Class 10 contains 18572 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82467 members 
Mstep: Class 14 contains 14477 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19182 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84530 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92294 members 
Mstep: Class 22 contains 91241 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89660 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90176 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87504 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29297 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229264.000000 Penalty: 70941.500000
Iteration 287Q: 33 clusters Score -1.022293e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13935 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 48758 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82474 members 
Mstep: Class 14 contains 14473 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19189 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84531 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92292 members 
Mstep: Class 22 contains 91257 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89647 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90172 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87505 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29301 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229248.000000 Penalty: 70941.500000
Iteration 288Q: 33 clusters Score -1.022292e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13933 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 48755 members 
Mstep: Class 10 contains 18561 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82484 members 
Mstep: Class 14 contains 14460 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19194 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84533 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92293 members 
Mstep: Class 22 contains 91260 members 
Mstep: Class 23 contains 4115 members 
Mstep: Class 24 contains 89639 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90163 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87505 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29320 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229312.000000 Penalty: 70941.500000
Iteration 289Q: 33 clusters Score -1.022293e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13932 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42177 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5103 members 
Mstep: Class 9 contains 48767 members 
Mstep: Class 10 contains 18555 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82489 members 
Mstep: Class 14 contains 14459 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19195 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84539 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92288 members 
Mstep: Class 22 contains 91248 members 
Mstep: Class 23 contains 4115 members 
Mstep: Class 24 contains 89632 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 90161 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87501 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29332 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229400.000000 Penalty: 70941.500000
Iteration 290Q: 33 clusters Score -1.022294e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42176 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 48767 members 
Mstep: Class 10 contains 18551 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82502 members 
Mstep: Class 14 contains 14457 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19200 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84543 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92289 members 
Mstep: Class 22 contains 91232 members 
Mstep: Class 23 contains 4115 members 
Mstep: Class 24 contains 89636 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 90149 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87492 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29351 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229624.000000 Penalty: 70941.500000
Iteration 291Q: 33 clusters Score -1.022296e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42178 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 48761 members 
Mstep: Class 10 contains 18551 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82516 members 
Mstep: Class 14 contains 14452 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19204 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84546 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92284 members 
Mstep: Class 22 contains 91226 members 
Mstep: Class 23 contains 4115 members 
Mstep: Class 24 contains 89626 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 90138 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87487 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29377 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229680.000000 Penalty: 70941.500000
Iteration 292Q: 33 clusters Score -1.022297e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13932 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42176 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 48756 members 
Mstep: Class 10 contains 18549 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82537 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19206 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84546 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92277 members 
Mstep: Class 22 contains 91213 members 
Mstep: Class 23 contains 4114 members 
Mstep: Class 24 contains 89606 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 90121 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87496 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29419 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229648.000000 Penalty: 70941.500000
Iteration 293Q: 33 clusters Score -1.022296e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13934 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 48746 members 
Mstep: Class 10 contains 18543 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82558 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19207 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84551 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92275 members 
Mstep: Class 22 contains 91212 members 
Mstep: Class 23 contains 4113 members 
Mstep: Class 24 contains 89598 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 90094 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87504 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29447 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229592.000000 Penalty: 70941.500000
Iteration 294Q: 33 clusters Score -1.022296e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13932 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42174 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 48744 members 
Mstep: Class 10 contains 18541 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82569 members 
Mstep: Class 14 contains 14430 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19209 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84558 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92269 members 
Mstep: Class 22 contains 91186 members 
Mstep: Class 23 contains 4114 members 
Mstep: Class 24 contains 89598 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 90086 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87500 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29485 members 
Mstep: Class 32 contains 485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229600.000000 Penalty: 70941.500000
Iteration 295Q: 33 clusters Score -1.022296e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42175 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 48740 members 
Mstep: Class 10 contains 18540 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82587 members 
Mstep: Class 14 contains 14424 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19211 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84568 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92270 members 
Mstep: Class 22 contains 91163 members 
Mstep: Class 23 contains 4113 members 
Mstep: Class 24 contains 89590 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 90062 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87501 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29522 members 
Mstep: Class 32 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229608.000000 Penalty: 70941.500000
Iteration 296Q: 33 clusters Score -1.022296e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42176 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 48741 members 
Mstep: Class 10 contains 18539 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82612 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19216 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84576 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92269 members 
Mstep: Class 22 contains 91153 members 
Mstep: Class 23 contains 4113 members 
Mstep: Class 24 contains 89581 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90036 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87497 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29545 members 
Mstep: Class 32 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229712.000000 Penalty: 70941.500000
Iteration 297Q: 33 clusters Score -1.022297e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13928 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42178 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 48748 members 
Mstep: Class 10 contains 18533 members 
Mstep: Class 11 contains 1791 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82633 members 
Mstep: Class 14 contains 14413 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19223 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84599 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92262 members 
Mstep: Class 22 contains 91116 members 
Mstep: Class 23 contains 4112 members 
Mstep: Class 24 contains 89568 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 90006 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87493 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29584 members 
Mstep: Class 32 contains 487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229712.000000 Penalty: 70941.500000
Iteration 298Q: 33 clusters Score -1.022297e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42177 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 48765 members 
Mstep: Class 10 contains 18529 members 
Mstep: Class 11 contains 1792 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82654 members 
Mstep: Class 14 contains 14402 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19232 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84610 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92246 members 
Mstep: Class 22 contains 91067 members 
Mstep: Class 23 contains 4110 members 
Mstep: Class 24 contains 89561 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 89989 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 87495 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29626 members 
Mstep: Class 32 contains 487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229560.000000 Penalty: 70941.500000
Iteration 299Q: 33 clusters Score -1.022296e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13931 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42178 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5095 members 
Mstep: Class 9 contains 48767 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82669 members 
Mstep: Class 14 contains 14390 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19239 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84613 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92235 members 
Mstep: Class 22 contains 91038 members 
Mstep: Class 23 contains 4110 members 
Mstep: Class 24 contains 89556 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89986 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87488 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29659 members 
Mstep: Class 32 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229776.000000 Penalty: 70941.500000
Iteration 300F: 33 clusters Score -1.022298e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42174 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 48776 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82691 members 
Mstep: Class 14 contains 14379 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19247 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84615 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92232 members 
Mstep: Class 22 contains 91012 members 
Mstep: Class 23 contains 4109 members 
Mstep: Class 24 contains 89543 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89971 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87493 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29685 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229696.000000 Penalty: 70941.500000
Iteration 301Q: 33 clusters Score -1.022297e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5095 members 
Mstep: Class 9 contains 48780 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82715 members 
Mstep: Class 14 contains 14371 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19253 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84614 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92231 members 
Mstep: Class 22 contains 90983 members 
Mstep: Class 23 contains 4108 members 
Mstep: Class 24 contains 89534 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89957 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87491 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29723 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229776.000000 Penalty: 70941.500000
Iteration 302Q: 33 clusters Score -1.022298e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13928 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5092 members 
Mstep: Class 9 contains 48773 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82732 members 
Mstep: Class 14 contains 14360 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19256 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 84614 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92219 members 
Mstep: Class 22 contains 90965 members 
Mstep: Class 23 contains 4108 members 
Mstep: Class 24 contains 89522 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 89960 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87486 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29765 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229864.000000 Penalty: 70941.500000
Iteration 303Q: 33 clusters Score -1.022299e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13928 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42172 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 48771 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82753 members 
Mstep: Class 14 contains 14350 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19261 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84616 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92215 members 
Mstep: Class 22 contains 90958 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89499 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 89949 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87480 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29796 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229864.000000 Penalty: 70941.500000
Iteration 304Q: 33 clusters Score -1.022299e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13928 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42170 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 5090 members 
Mstep: Class 9 contains 48761 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82768 members 
Mstep: Class 14 contains 14337 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19266 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84621 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92216 members 
Mstep: Class 22 contains 90954 members 
Mstep: Class 23 contains 4104 members 
Mstep: Class 24 contains 89479 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 89937 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87479 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29835 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229816.000000 Penalty: 70941.500000
Iteration 305Q: 33 clusters Score -1.022298e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13925 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42168 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5088 members 
Mstep: Class 9 contains 48765 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82791 members 
Mstep: Class 14 contains 14323 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19272 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84649 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92208 members 
Mstep: Class 22 contains 90937 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89461 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 89901 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87485 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29862 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229856.000000 Penalty: 70941.500000
Iteration 306Q: 33 clusters Score -1.022299e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13924 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42166 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5084 members 
Mstep: Class 9 contains 48764 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82817 members 
Mstep: Class 14 contains 14320 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19281 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84668 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92205 members 
Mstep: Class 22 contains 90904 members 
Mstep: Class 23 contains 4104 members 
Mstep: Class 24 contains 89453 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 89872 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87479 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29895 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230000.000000 Penalty: 70941.500000
Iteration 307Q: 33 clusters Score -1.0223e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13923 members 
Mstep: Class 3 contains 3358 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42166 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5081 members 
Mstep: Class 9 contains 48757 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82849 members 
Mstep: Class 14 contains 14320 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19288 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84686 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92195 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 4104 members 
Mstep: Class 24 contains 89433 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 89844 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87469 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29945 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230112.000000 Penalty: 70941.500000
Iteration 308Q: 33 clusters Score -1.022301e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13922 members 
Mstep: Class 3 contains 3359 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42164 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 48740 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82887 members 
Mstep: Class 14 contains 14318 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19288 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84674 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92189 members 
Mstep: Class 22 contains 90868 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89414 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 89833 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87467 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 29977 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230160.000000 Penalty: 70941.500000
Iteration 309Q: 33 clusters Score -1.022302e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13923 members 
Mstep: Class 3 contains 3360 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42157 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5089 members 
Mstep: Class 9 contains 48721 members 
Mstep: Class 10 contains 18530 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82911 members 
Mstep: Class 14 contains 14311 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19291 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84661 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92174 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89399 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 89831 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87475 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30003 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230144.000000 Penalty: 70941.500000
Iteration 310Q: 33 clusters Score -1.022301e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13921 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42157 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 48707 members 
Mstep: Class 10 contains 18530 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82921 members 
Mstep: Class 14 contains 14302 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19296 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 84653 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92184 members 
Mstep: Class 22 contains 90874 members 
Mstep: Class 23 contains 4103 members 
Mstep: Class 24 contains 89383 members 
Mstep: Class 25 contains 5797 members 
Mstep: Class 26 contains 89833 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87463 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30036 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230144.000000 Penalty: 70941.500000
Iteration 311Q: 33 clusters Score -1.022301e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13918 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42157 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5090 members 
Mstep: Class 9 contains 48691 members 
Mstep: Class 10 contains 18530 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82933 members 
Mstep: Class 14 contains 14297 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19303 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84649 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92179 members 
Mstep: Class 22 contains 90889 members 
Mstep: Class 23 contains 4103 members 
Mstep: Class 24 contains 89371 members 
Mstep: Class 25 contains 5797 members 
Mstep: Class 26 contains 89838 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87459 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30047 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230128.000000 Penalty: 70941.500000
Iteration 312Q: 33 clusters Score -1.022301e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13919 members 
Mstep: Class 3 contains 3365 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42156 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5088 members 
Mstep: Class 9 contains 48684 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82945 members 
Mstep: Class 14 contains 14293 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19306 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84654 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92186 members 
Mstep: Class 22 contains 90888 members 
Mstep: Class 23 contains 4103 members 
Mstep: Class 24 contains 89360 members 
Mstep: Class 25 contains 5796 members 
Mstep: Class 26 contains 89829 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87455 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30059 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230048.000000 Penalty: 70941.500000
Iteration 313Q: 33 clusters Score -1.0223e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13919 members 
Mstep: Class 3 contains 3365 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 8 contains 5088 members 
Mstep: Class 9 contains 48669 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82961 members 
Mstep: Class 14 contains 14293 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19312 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84646 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92175 members 
Mstep: Class 22 contains 90895 members 
Mstep: Class 23 contains 4103 members 
Mstep: Class 24 contains 89348 members 
Mstep: Class 25 contains 5796 members 
Mstep: Class 26 contains 89837 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87461 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30070 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230176.000000 Penalty: 70941.500000
Iteration 314Q: 33 clusters Score -1.022302e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13914 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5092 members 
Mstep: Class 9 contains 48653 members 
Mstep: Class 10 contains 18524 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82972 members 
Mstep: Class 14 contains 14285 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19314 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84648 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92167 members 
Mstep: Class 22 contains 90886 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89355 members 
Mstep: Class 25 contains 5796 members 
Mstep: Class 26 contains 89838 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87447 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30103 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230160.000000 Penalty: 70941.500000
Iteration 315Q: 33 clusters Score -1.022302e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5092 members 
Mstep: Class 9 contains 48645 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82969 members 
Mstep: Class 14 contains 14277 members 
Mstep: Class 15 contains 4675 members 
Mstep: Class 16 contains 19317 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84659 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92161 members 
Mstep: Class 22 contains 90882 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89374 members 
Mstep: Class 25 contains 5796 members 
Mstep: Class 26 contains 89834 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87438 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30110 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230168.000000 Penalty: 70941.500000
Iteration 316Q: 33 clusters Score -1.022302e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42152 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 48628 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82973 members 
Mstep: Class 14 contains 14276 members 
Mstep: Class 15 contains 4676 members 
Mstep: Class 16 contains 19317 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84668 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 92158 members 
Mstep: Class 22 contains 90893 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 89379 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 89826 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87428 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30119 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230192.000000 Penalty: 70941.500000
Iteration 317Q: 33 clusters Score -1.022302e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42153 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 48599 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82976 members 
Mstep: Class 14 contains 14269 members 
Mstep: Class 15 contains 4678 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84672 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92152 members 
Mstep: Class 22 contains 90907 members 
Mstep: Class 23 contains 4098 members 
Mstep: Class 24 contains 89378 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89821 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87427 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30141 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230328.000000 Penalty: 70941.500000
Iteration 318Q: 33 clusters Score -1.022303e+08 nChanged 280
Entering ConstructFrom: 
Score: -102230328.000000 Penalty: 70941.500000
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -46536.000000 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -46536 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 232 members 
Entering Unmasked Estep 
Score: -45625.003906 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -45625 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46428.117188 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -46428.12 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47007.050781 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -47007.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47201.285156 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -47201.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47320.234375 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -47320.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47368.382812 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -47368.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47411.761719 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -47411.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47457.710938 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -47457.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47467.242188 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -47467.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47469.929688 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -47469.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47469.929688 Penalty: 2033.741943
	Iteration 10F: 3 clusters Score -47469.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5092 members 
Mstep: Class 9 contains 48577 members 
Mstep: Class 10 contains 18523 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82979 members 
Mstep: Class 14 contains 14256 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84677 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92134 members 
Mstep: Class 22 contains 90918 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 89389 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89817 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87433 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30162 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 294 members 
Entering Unmasked Estep 
Score: -102230176.000000 Penalty: 73158.421875
Splitting cluster 1 changes total score from -102230328.000000 to -102230176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Entering Unmasked Estep 
Score: -1683721.875000 Penalty: 1550.285645
	Iteration 0F: 2 clusters Score -1683722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1674035.625000 Penalty: 3100.571289
	Iteration 0F: 3 clusters Score -1674036 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1677292.250000 Penalty: 3100.571289
	Iteration 1F: 3 clusters Score -1677292 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1677618.500000 Penalty: 3100.571289
	Iteration 2F: 3 clusters Score -1677618 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1677958.750000 Penalty: 3100.571289
	Iteration 3F: 3 clusters Score -1677959 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1678390.625000 Penalty: 3100.571289
	Iteration 4F: 3 clusters Score -1678391 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1678961.000000 Penalty: 3100.571289
	Iteration 5F: 3 clusters Score -1678961 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1679643.625000 Penalty: 3100.571289
	Iteration 6F: 3 clusters Score -1679644 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1680437.625000 Penalty: 3100.571289
	Iteration 7F: 3 clusters Score -1680438 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1681156.250000 Penalty: 3100.571289
	Iteration 8F: 3 clusters Score -1681156 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1681671.625000 Penalty: 3100.571289
	Iteration 9Q: 3 clusters Score -1681672 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1681999.750000 Penalty: 3100.571289
	Iteration 10Q: 3 clusters Score -1682000 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1682167.125000 Penalty: 3100.571289
	Iteration 11Q: 3 clusters Score -1682167 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1682275.000000 Penalty: 3100.571289
	Iteration 12Q: 3 clusters Score -1682275 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1682365.500000 Penalty: 3100.571289
	Iteration 13Q: 3 clusters Score -1682366 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1682429.625000 Penalty: 3100.571289
	Iteration 14Q: 3 clusters Score -1682430 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1682464.125000 Penalty: 3100.571289
	Iteration 15Q: 3 clusters Score -1682464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1682491.750000 Penalty: 3100.571289
	Iteration 16Q: 3 clusters Score -1682492 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1682509.250000 Penalty: 3100.571289
	Iteration 17Q: 3 clusters Score -1682509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1682529.000000 Penalty: 3100.571289
	Iteration 18Q: 3 clusters Score -1682529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1682538.250000 Penalty: 3100.571289
	Iteration 19Q: 3 clusters Score -1682538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1682548.500000 Penalty: 3100.571289
	Iteration 20F: 3 clusters Score -1682548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1682560.750000 Penalty: 3100.571289
	Iteration 21Q: 3 clusters Score -1682561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1682564.375000 Penalty: 3100.571289
	Iteration 22Q: 3 clusters Score -1682564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1682567.750000 Penalty: 3100.571289
	Iteration 23Q: 3 clusters Score -1682568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1682576.250000 Penalty: 3100.571289
	Iteration 24Q: 3 clusters Score -1682576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1682583.375000 Penalty: 3100.571289
	Iteration 25Q: 3 clusters Score -1682583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1682591.625000 Penalty: 3100.571289
	Iteration 26Q: 3 clusters Score -1682592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1682601.625000 Penalty: 3100.571289
	Iteration 27Q: 3 clusters Score -1682602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1682611.125000 Penalty: 3100.571289
	Iteration 28Q: 3 clusters Score -1682611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1682613.125000 Penalty: 3100.571289
	Iteration 29Q: 3 clusters Score -1682613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1682609.625000 Penalty: 3100.571289
	Iteration 30Q: 3 clusters Score -1682610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1682620.125000 Penalty: 3100.571289
	Iteration 31Q: 3 clusters Score -1682620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1682620.500000 Penalty: 3100.571289
	Iteration 32Q: 3 clusters Score -1682620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1682621.750000 Penalty: 3100.571289
	Iteration 33Q: 3 clusters Score -1682622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1682625.750000 Penalty: 3100.571289
	Iteration 34Q: 3 clusters Score -1682626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1682626.625000 Penalty: 3100.571289
	Iteration 35Q: 3 clusters Score -1682627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1682624.375000 Penalty: 3100.571289
	Iteration 36Q: 3 clusters Score -1682624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1682626.625000 Penalty: 3100.571289
	Iteration 37Q: 3 clusters Score -1682627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1682629.250000 Penalty: 3100.571289
	Iteration 38Q: 3 clusters Score -1682629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1682629.625000 Penalty: 3100.571289
	Iteration 39Q: 3 clusters Score -1682630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1682628.625000 Penalty: 3100.571289
	Iteration 40F: 3 clusters Score -1682629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1682628.500000 Penalty: 3100.571289
	Iteration 41Q: 3 clusters Score -1682628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1682630.500000 Penalty: 3100.571289
	Iteration 42Q: 3 clusters Score -1682630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1682630.500000 Penalty: 3100.571289
	Iteration 43F: 3 clusters Score -1682630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -392675.031250 Penalty: 1320.270752
	Iteration 0F: 2 clusters Score -392675 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 1725 members 
Entering Unmasked Estep 
Score: -389749.500000 Penalty: 2640.541504
	Iteration 0F: 3 clusters Score -389749.5 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -390577.937500 Penalty: 2640.541504
	Iteration 1F: 3 clusters Score -390577.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -390838.187500 Penalty: 2640.541504
	Iteration 2F: 3 clusters Score -390838.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -391060.531250 Penalty: 2640.541504
	Iteration 3F: 3 clusters Score -391060.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -391246.656250 Penalty: 2640.541504
	Iteration 4F: 3 clusters Score -391246.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -391416.687500 Penalty: 2640.541504
	Iteration 5F: 3 clusters Score -391416.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -391574.875000 Penalty: 2640.541504
	Iteration 6Q: 3 clusters Score -391574.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -391702.218750 Penalty: 2640.541504
	Iteration 7Q: 3 clusters Score -391702.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -391813.000000 Penalty: 2640.541504
	Iteration 8Q: 3 clusters Score -391813 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -391881.812500 Penalty: 2640.541504
	Iteration 9Q: 3 clusters Score -391881.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -391928.968750 Penalty: 2640.541504
	Iteration 10Q: 3 clusters Score -391929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -391961.562500 Penalty: 2640.541504
	Iteration 11Q: 3 clusters Score -391961.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -391991.156250 Penalty: 2640.541504
	Iteration 12Q: 3 clusters Score -391991.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -392012.500000 Penalty: 2640.541504
	Iteration 13Q: 3 clusters Score -392012.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -392046.718750 Penalty: 2640.541504
	Iteration 14Q: 3 clusters Score -392046.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -392067.187500 Penalty: 2640.541504
	Iteration 15Q: 3 clusters Score -392067.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -392079.843750 Penalty: 2640.541504
	Iteration 16Q: 3 clusters Score -392079.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -392087.406250 Penalty: 2640.541504
	Iteration 17Q: 3 clusters Score -392087.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -392099.000000 Penalty: 2640.541504
	Iteration 18Q: 3 clusters Score -392099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -392108.312500 Penalty: 2640.541504
	Iteration 19Q: 3 clusters Score -392108.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -392120.375000 Penalty: 2640.541504
	Iteration 20F: 3 clusters Score -392120.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -392140.562500 Penalty: 2640.541504
	Iteration 21Q: 3 clusters Score -392140.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -392157.375000 Penalty: 2640.541504
	Iteration 22Q: 3 clusters Score -392157.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -392174.000000 Penalty: 2640.541504
	Iteration 23Q: 3 clusters Score -392174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -392186.250000 Penalty: 2640.541504
	Iteration 24Q: 3 clusters Score -392186.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -392197.250000 Penalty: 2640.541504
	Iteration 25Q: 3 clusters Score -392197.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -392209.781250 Penalty: 2640.541504
	Iteration 26Q: 3 clusters Score -392209.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -392215.125000 Penalty: 2640.541504
	Iteration 27Q: 3 clusters Score -392215.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -392218.968750 Penalty: 2640.541504
	Iteration 28Q: 3 clusters Score -392219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -392221.687500 Penalty: 2640.541504
	Iteration 29Q: 3 clusters Score -392221.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -392222.718750 Penalty: 2640.541504
	Iteration 30Q: 3 clusters Score -392222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -392225.812500 Penalty: 2640.541504
	Iteration 31Q: 3 clusters Score -392225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -392229.406250 Penalty: 2640.541504
	Iteration 32Q: 3 clusters Score -392229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -392236.406250 Penalty: 2640.541504
	Iteration 33Q: 3 clusters Score -392236.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -392247.531250 Penalty: 2640.541504
	Iteration 34Q: 3 clusters Score -392247.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -392254.843750 Penalty: 2640.541504
	Iteration 35Q: 3 clusters Score -392254.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -392260.687500 Penalty: 2640.541504
	Iteration 36Q: 3 clusters Score -392260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -392264.843750 Penalty: 2640.541504
	Iteration 37Q: 3 clusters Score -392264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -392270.843750 Penalty: 2640.541504
	Iteration 38Q: 3 clusters Score -392270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -392273.718750 Penalty: 2640.541504
	Iteration 39Q: 3 clusters Score -392273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -392275.656250 Penalty: 2640.541504
	Iteration 40F: 3 clusters Score -392275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -392278.750000 Penalty: 2640.541504
	Iteration 41Q: 3 clusters Score -392278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -392281.968750 Penalty: 2640.541504
	Iteration 42Q: 3 clusters Score -392282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -392285.187500 Penalty: 2640.541504
	Iteration 43Q: 3 clusters Score -392285.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -392288.812500 Penalty: 2640.541504
	Iteration 44Q: 3 clusters Score -392288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -392293.468750 Penalty: 2640.541504
	Iteration 45Q: 3 clusters Score -392293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -392296.000000 Penalty: 2640.541504
	Iteration 46Q: 3 clusters Score -392296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -392302.687500 Penalty: 2640.541504
	Iteration 47Q: 3 clusters Score -392302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -392305.312500 Penalty: 2640.541504
	Iteration 48Q: 3 clusters Score -392305.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -392306.093750 Penalty: 2640.541504
	Iteration 49Q: 3 clusters Score -392306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -392306.656250 Penalty: 2640.541504
	Iteration 50Q: 3 clusters Score -392306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -392306.750000 Penalty: 2640.541504
	Iteration 51Q: 3 clusters Score -392306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -392306.750000 Penalty: 2640.541504
	Iteration 52F: 3 clusters Score -392306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -164469.671875 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -164469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -162787.109375 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -162787.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -163265.468750 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -163265.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -163448.703125 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -163448.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163565.296875 Penalty: 2362.851562
	Iteration 3F: 3 clusters Score -163565.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -163649.296875 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -163649.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -163742.578125 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -163742.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -163808.500000 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -163808.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -163865.984375 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -163866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -163907.734375 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -163907.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -163944.812500 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -163944.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -163966.437500 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -163966.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -163979.796875 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -163979.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -163987.109375 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -163987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -163997.828125 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -163997.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -164015.328125 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -164015.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -164037.265625 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -164037.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -164054.812500 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -164054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -164061.000000 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -164061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -164065.687500 Penalty: 2362.851562
	Iteration 18Q: 3 clusters Score -164065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -164067.656250 Penalty: 2362.851562
	Iteration 19Q: 3 clusters Score -164067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -164073.750000 Penalty: 2362.851562
	Iteration 20F: 3 clusters Score -164073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -164077.578125 Penalty: 2362.851562
	Iteration 21Q: 3 clusters Score -164077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -164079.421875 Penalty: 2362.851562
	Iteration 22Q: 3 clusters Score -164079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -164079.421875 Penalty: 2362.851562
	Iteration 23F: 3 clusters Score -164079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Entering Unmasked Estep 
Score: -5213500.000000 Penalty: 1730.464722
	Iteration 0F: 2 clusters Score -5213500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5185182.500000 Penalty: 3460.929443
	Iteration 0F: 3 clusters Score -5185182 nChanged 19737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5196166.000000 Penalty: 3460.929443
	Iteration 1F: 3 clusters Score -5196166 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -5196649.000000 Penalty: 3460.929443
	Iteration 2Q: 3 clusters Score -5196649 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -5197109.500000 Penalty: 3460.929443
	Iteration 3Q: 3 clusters Score -5197110 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -5197555.000000 Penalty: 3460.929443
	Iteration 4Q: 3 clusters Score -5197555 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -5198014.000000 Penalty: 3460.929443
	Iteration 5Q: 3 clusters Score -5198014 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -5198634.500000 Penalty: 3460.929443
	Iteration 6Q: 3 clusters Score -5198634 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -5199443.500000 Penalty: 3460.929443
	Iteration 7Q: 3 clusters Score -5199444 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -5200551.500000 Penalty: 3460.929443
	Iteration 8Q: 3 clusters Score -5200552 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -5201993.500000 Penalty: 3460.929443
	Iteration 9F: 3 clusters Score -5201994 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5203590.500000 Penalty: 3460.929443
	Iteration 10F: 3 clusters Score -5203590 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -5204749.000000 Penalty: 3460.929443
	Iteration 11F: 3 clusters Score -5204749 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -5205372.000000 Penalty: 3460.929443
	Iteration 12Q: 3 clusters Score -5205372 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -5205659.500000 Penalty: 3460.929443
	Iteration 13Q: 3 clusters Score -5205660 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -5205811.000000 Penalty: 3460.929443
	Iteration 14Q: 3 clusters Score -5205811 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -5205945.000000 Penalty: 3460.929443
	Iteration 15Q: 3 clusters Score -5205945 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5206053.000000 Penalty: 3460.929443
	Iteration 16Q: 3 clusters Score -5206053 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -5206139.000000 Penalty: 3460.929443
	Iteration 17Q: 3 clusters Score -5206139 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -5206290.000000 Penalty: 3460.929443
	Iteration 18Q: 3 clusters Score -5206290 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -5206358.500000 Penalty: 3460.929443
	Iteration 19Q: 3 clusters Score -5206358 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -5206452.000000 Penalty: 3460.929443
	Iteration 20F: 3 clusters Score -5206452 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -5206521.000000 Penalty: 3460.929443
	Iteration 21Q: 3 clusters Score -5206521 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -5206583.000000 Penalty: 3460.929443
	Iteration 22Q: 3 clusters Score -5206583 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -5206656.500000 Penalty: 3460.929443
	Iteration 23Q: 3 clusters Score -5206656 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -5206739.000000 Penalty: 3460.929443
	Iteration 24Q: 3 clusters Score -5206739 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -5206806.000000 Penalty: 3460.929443
	Iteration 25Q: 3 clusters Score -5206806 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -5206853.500000 Penalty: 3460.929443
	Iteration 26Q: 3 clusters Score -5206854 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5206874 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5206888 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5206914 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5206942 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5206938 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5206952 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5206962 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5206969 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5206995.500000 Penalty: 3460.929443
	Iteration 35Q: 3 clusters Score -5206996 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5207012.000000 Penalty: 3460.929443
	Iteration 36Q: 3 clusters Score -5207012 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5207029 nChanged 162
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Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5207079 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5207088 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -5207131.000000 Penalty: 3460.929443
	Iteration 41Q: 3 clusters Score -5207131 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5207157 nChanged 219
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Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5207242 nChanged 226
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Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5207257 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5207314 nChanged 218
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Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5207343 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5207378 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5207428 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5207466 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5207499 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5207570 nChanged 237
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Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5207602 nChanged 257
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Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5207644 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5207678 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -5207716.500000 Penalty: 3460.929443
	Iteration 59Q: 3 clusters Score -5207716 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5207751 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5207763 nChanged 179
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Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5207780 nChanged 200
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Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5207810 nChanged 185
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Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5207802 nChanged 179
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Mstep: Class 1 contains 22925 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5207812 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5207838 nChanged 203
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Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5207869 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5207880 nChanged 218
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Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5207919 nChanged 208
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Mstep: Class 1 contains 22659 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5207949 nChanged 231
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Mstep: Class 1 contains 22556 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5207974 nChanged 217
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Mstep: Class 1 contains 22471 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5207997 nChanged 235
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Mstep: Class 1 contains 22368 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5208026 nChanged 256
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Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 19909 members 
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	Iteration 74Q: 3 clusters Score -5208058 nChanged 265
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5208098 nChanged 276
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Mstep: Class 1 contains 21917 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5208146 nChanged 284
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Mstep: Class 1 contains 21727 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5208158 nChanged 267
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	Iteration 78Q: 3 clusters Score -5208195 nChanged 263
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Mstep: Class 1 contains 21349 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5208223 nChanged 258
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Mstep: Class 1 contains 21159 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5208260 nChanged 294
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Mstep: Class 1 contains 20939 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5208316 nChanged 303
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5208366 nChanged 292
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Mstep: Class 1 contains 20488 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5208434 nChanged 298
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Mstep: Class 1 contains 20256 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5208502 nChanged 298
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Mstep: Class 1 contains 20036 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5208533 nChanged 282
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Mstep: Class 1 contains 19832 members 
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	Iteration 86Q: 3 clusters Score -5208576 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19344 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5208698 nChanged 361
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Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5208770 nChanged 364
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Mstep: Class 1 contains 18831 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5208850 nChanged 360
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Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5208914 nChanged 419
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Mstep: Class 1 contains 18314 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18015 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5209138 nChanged 410
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Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5209202 nChanged 414
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Mstep: Class 1 contains 17475 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5209559 nChanged 424
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5209656 nChanged 383
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16130 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5209816 nChanged 336
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Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5209864 nChanged 298
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Mstep: Class 1 contains 15710 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5210036 nChanged 252
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	Iteration 108Q: 3 clusters Score -5210171 nChanged 203
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5210226 nChanged 169
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5210230 nChanged 147
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5210231 nChanged 114
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	Iteration 114Q: 3 clusters Score -5210252 nChanged 114
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	Iteration 115Q: 3 clusters Score -5210264 nChanged 119
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5210278 nChanged 128
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Mstep: Class 1 contains 13959 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5210296 nChanged 104
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Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5210303 nChanged 121
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5210322 nChanged 114
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	Iteration 126Q: 3 clusters Score -5210369 nChanged 66
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	Iteration 129Q: 3 clusters Score -5210382 nChanged 70
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	Iteration 160F: 3 clusters Score -5210434 nChanged 40
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	Iteration 180F: 3 clusters Score -5210524 nChanged 14
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	Iteration 182Q: 3 clusters Score -5210530 nChanged 13
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	Iteration 187Q: 3 clusters Score -5210550 nChanged 8
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	Iteration 189Q: 3 clusters Score -5210554 nChanged 9
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	Iteration 191Q: 3 clusters Score -5210558 nChanged 12
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	Iteration 193Q: 3 clusters Score -5210557 nChanged 8
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	Iteration 194Q: 3 clusters Score -5210551 nChanged 11
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	Iteration 195Q: 3 clusters Score -5210545 nChanged 14
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	Iteration 196Q: 3 clusters Score -5210538 nChanged 20
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	Iteration 197Q: 3 clusters Score -5210534 nChanged 18
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	Iteration 198Q: 3 clusters Score -5210538 nChanged 21
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	Iteration 199Q: 3 clusters Score -5210538 nChanged 22
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	Iteration 200F: 3 clusters Score -5210543 nChanged 24
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	Iteration 202Q: 3 clusters Score -5210543 nChanged 35
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	Iteration 203Q: 3 clusters Score -5210536 nChanged 31
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	Iteration 204Q: 3 clusters Score -5210533 nChanged 18
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	Iteration 206Q: 3 clusters Score -5210536 nChanged 10
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	Iteration 207Q: 3 clusters Score -5210532 nChanged 14
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	Iteration 208Q: 3 clusters Score -5210535 nChanged 12
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	Iteration 209Q: 3 clusters Score -5210544 nChanged 10
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	Iteration 210Q: 3 clusters Score -5210542 nChanged 10
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	Iteration 211Q: 3 clusters Score -5210546 nChanged 8
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	Iteration 212Q: 3 clusters Score -5210538 nChanged 6
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	Iteration 216Q: 3 clusters Score -5210542 nChanged 12
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	Iteration 217Q: 3 clusters Score -5210537 nChanged 14
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	Iteration 218Q: 3 clusters Score -5210536 nChanged 12
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	Iteration 219Q: 3 clusters Score -5210536 nChanged 7
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	Iteration 220F: 3 clusters Score -5210545 nChanged 7
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5210538 nChanged 4
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	Iteration 222Q: 3 clusters Score -5210544 nChanged 8
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	Iteration 223Q: 3 clusters Score -5210547 nChanged 8
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	Iteration 224Q: 3 clusters Score -5210549 nChanged 6
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	Iteration 225Q: 3 clusters Score -5210550 nChanged 9
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	Iteration 226Q: 3 clusters Score -5210552 nChanged 10
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	Iteration 227Q: 3 clusters Score -5210546 nChanged 9
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	Iteration 228Q: 3 clusters Score -5210546 nChanged 5
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	Iteration 229Q: 3 clusters Score -5210553 nChanged 10
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	Iteration 230Q: 3 clusters Score -5210546 nChanged 5
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5210548 nChanged 4
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	Iteration 232Q: 3 clusters Score -5210558 nChanged 3
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	Iteration 233Q: 3 clusters Score -5210556 nChanged 2
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	Iteration 234Q: 3 clusters Score -5210554 nChanged 3
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	Iteration 235Q: 3 clusters Score -5210550 nChanged 2
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	Iteration 236Q: 3 clusters Score -5210554 nChanged 3
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	Iteration 237Q: 3 clusters Score -5210554 nChanged 2
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	Iteration 238Q: 3 clusters Score -5210551 nChanged 3
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	Iteration 239Q: 3 clusters Score -5210552 nChanged 3
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	Iteration 240F: 3 clusters Score -5210544 nChanged 3
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	Iteration 241Q: 3 clusters Score -5210542 nChanged 3
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	Iteration 243Q: 3 clusters Score -5210542 nChanged 8
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	Iteration 246Q: 3 clusters Score -5210552 nChanged 10
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	Iteration 247Q: 3 clusters Score -5210544 nChanged 10
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	Iteration 248Q: 3 clusters Score -5210546 nChanged 4
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	Iteration 249Q: 3 clusters Score -5210550 nChanged 3
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	Iteration 250Q: 3 clusters Score -5210554 nChanged 2
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	Iteration 251Q: 3 clusters Score -5210551 nChanged 3
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	Iteration 252Q: 3 clusters Score -5210552 nChanged 3
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	Iteration 253Q: 3 clusters Score -5210555 nChanged 7
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	Iteration 254Q: 3 clusters Score -5210556 nChanged 6
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	Iteration 256Q: 3 clusters Score -5210558 nChanged 4
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	Iteration 259Q: 3 clusters Score -5210564 nChanged 6
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	Iteration 260F: 3 clusters Score -5210569 nChanged 3
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	Iteration 261Q: 3 clusters Score -5210566 nChanged 8
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	Iteration 262Q: 3 clusters Score -5210566 nChanged 12
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	Iteration 263Q: 3 clusters Score -5210572 nChanged 17
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	Iteration 264Q: 3 clusters Score -5210564 nChanged 13
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	Iteration 265Q: 3 clusters Score -5210567 nChanged 28
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	Iteration 266Q: 3 clusters Score -5210575 nChanged 21
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	Iteration 267Q: 3 clusters Score -5210574 nChanged 24
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	Iteration 268Q: 3 clusters Score -5210568 nChanged 26
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	Iteration 269Q: 3 clusters Score -5210575 nChanged 30
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	Iteration 270Q: 3 clusters Score -5210592 nChanged 22
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	Iteration 271Q: 3 clusters Score -5210594 nChanged 19
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	Iteration 272Q: 3 clusters Score -5210596 nChanged 23
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	Iteration 273Q: 3 clusters Score -5210599 nChanged 23
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	Iteration 274Q: 3 clusters Score -5210600 nChanged 23
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	Iteration 275Q: 3 clusters Score -5210591 nChanged 23
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	Iteration 276Q: 3 clusters Score -5210590 nChanged 27
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	Iteration 277Q: 3 clusters Score -5210596 nChanged 25
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	Iteration 278Q: 3 clusters Score -5210600 nChanged 22
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	Iteration 279Q: 3 clusters Score -5210600 nChanged 32
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	Iteration 280F: 3 clusters Score -5210595 nChanged 23
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	Iteration 281Q: 3 clusters Score -5210601 nChanged 19
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Score: -5210606.500000 Penalty: 3460.929443
	Iteration 306Q: 3 clusters Score -5210606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -5210600.500000 Penalty: 3460.929443
	Iteration 307Q: 3 clusters Score -5210600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -5210601.000000 Penalty: 3460.929443
	Iteration 308Q: 3 clusters Score -5210601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -5210599.500000 Penalty: 3460.929443
	Iteration 309Q: 3 clusters Score -5210600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -5210599.500000 Penalty: 3460.929443
	Iteration 310F: 3 clusters Score -5210600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -235094.359375 Penalty: 1242.065918
	Iteration 0F: 2 clusters Score -235094.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -232975.390625 Penalty: 2484.131836
	Iteration 0F: 3 clusters Score -232975.4 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -233464.312500 Penalty: 2484.131836
	Iteration 1F: 3 clusters Score -233464.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -233583.765625 Penalty: 2484.131836
	Iteration 2F: 3 clusters Score -233583.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -233641.703125 Penalty: 2484.131836
	Iteration 3Q: 3 clusters Score -233641.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -233682.125000 Penalty: 2484.131836
	Iteration 4Q: 3 clusters Score -233682.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -233713.546875 Penalty: 2484.131836
	Iteration 5Q: 3 clusters Score -233713.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -233741.578125 Penalty: 2484.131836
	Iteration 6Q: 3 clusters Score -233741.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -233761.265625 Penalty: 2484.131836
	Iteration 7Q: 3 clusters Score -233761.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -233783.453125 Penalty: 2484.131836
	Iteration 8Q: 3 clusters Score -233783.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -233804.015625 Penalty: 2484.131836
	Iteration 9Q: 3 clusters Score -233804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -233827.609375 Penalty: 2484.131836
	Iteration 10Q: 3 clusters Score -233827.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -233856.250000 Penalty: 2484.131836
	Iteration 11Q: 3 clusters Score -233856.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -233881.421875 Penalty: 2484.131836
	Iteration 12Q: 3 clusters Score -233881.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -233891.578125 Penalty: 2484.131836
	Iteration 13Q: 3 clusters Score -233891.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -233902.531250 Penalty: 2484.131836
	Iteration 14Q: 3 clusters Score -233902.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -233913.500000 Penalty: 2484.131836
	Iteration 15Q: 3 clusters Score -233913.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -233925.734375 Penalty: 2484.131836
	Iteration 16Q: 3 clusters Score -233925.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -233935.609375 Penalty: 2484.131836
	Iteration 17Q: 3 clusters Score -233935.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -233942.750000 Penalty: 2484.131836
	Iteration 18Q: 3 clusters Score -233942.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -233949.296875 Penalty: 2484.131836
	Iteration 19Q: 3 clusters Score -233949.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -233955.656250 Penalty: 2484.131836
	Iteration 20F: 3 clusters Score -233955.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -233968.031250 Penalty: 2484.131836
	Iteration 21Q: 3 clusters Score -233968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -233982.531250 Penalty: 2484.131836
	Iteration 22Q: 3 clusters Score -233982.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -233994.765625 Penalty: 2484.131836
	Iteration 23Q: 3 clusters Score -233994.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -234005.562500 Penalty: 2484.131836
	Iteration 24Q: 3 clusters Score -234005.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -234016.406250 Penalty: 2484.131836
	Iteration 25Q: 3 clusters Score -234016.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -234021.968750 Penalty: 2484.131836
	Iteration 26Q: 3 clusters Score -234022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -234027.531250 Penalty: 2484.131836
	Iteration 27Q: 3 clusters Score -234027.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -234031.421875 Penalty: 2484.131836
	Iteration 28Q: 3 clusters Score -234031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -234037.062500 Penalty: 2484.131836
	Iteration 29Q: 3 clusters Score -234037.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -234043.515625 Penalty: 2484.131836
	Iteration 30Q: 3 clusters Score -234043.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -234047.921875 Penalty: 2484.131836
	Iteration 31Q: 3 clusters Score -234047.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -234055.484375 Penalty: 2484.131836
	Iteration 32Q: 3 clusters Score -234055.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -234067.640625 Penalty: 2484.131836
	Iteration 33Q: 3 clusters Score -234067.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -234079.515625 Penalty: 2484.131836
	Iteration 34Q: 3 clusters Score -234079.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -234089.234375 Penalty: 2484.131836
	Iteration 35Q: 3 clusters Score -234089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -234098.343750 Penalty: 2484.131836
	Iteration 36Q: 3 clusters Score -234098.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -234103.843750 Penalty: 2484.131836
	Iteration 37Q: 3 clusters Score -234103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -234107.406250 Penalty: 2484.131836
	Iteration 38Q: 3 clusters Score -234107.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -234111.031250 Penalty: 2484.131836
	Iteration 39Q: 3 clusters Score -234111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -234112.062500 Penalty: 2484.131836
	Iteration 40F: 3 clusters Score -234112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -234112.437500 Penalty: 2484.131836
	Iteration 41Q: 3 clusters Score -234112.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -234112.437500 Penalty: 2484.131836
	Iteration 42F: 3 clusters Score -234112.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -292220.437500 Penalty: 1272.508789
	Iteration 0F: 2 clusters Score -292220.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -289840.250000 Penalty: 2545.017578
	Iteration 0F: 3 clusters Score -289840.2 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -290481.000000 Penalty: 2545.017578
	Iteration 1F: 3 clusters Score -290481 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -290671.812500 Penalty: 2545.017578
	Iteration 2F: 3 clusters Score -290671.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -290780.281250 Penalty: 2545.017578
	Iteration 3F: 3 clusters Score -290780.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -290861.062500 Penalty: 2545.017578
	Iteration 4Q: 3 clusters Score -290861.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -290942.437500 Penalty: 2545.017578
	Iteration 5Q: 3 clusters Score -290942.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -290992.406250 Penalty: 2545.017578
	Iteration 6Q: 3 clusters Score -290992.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -291040.656250 Penalty: 2545.017578
	Iteration 7Q: 3 clusters Score -291040.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -291089.562500 Penalty: 2545.017578
	Iteration 8Q: 3 clusters Score -291089.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -291140.968750 Penalty: 2545.017578
	Iteration 9Q: 3 clusters Score -291141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -291194.031250 Penalty: 2545.017578
	Iteration 10Q: 3 clusters Score -291194 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -291234.000000 Penalty: 2545.017578
	Iteration 11Q: 3 clusters Score -291234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -291300.437500 Penalty: 2545.017578
	Iteration 12Q: 3 clusters Score -291300.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -291346.218750 Penalty: 2545.017578
	Iteration 13Q: 3 clusters Score -291346.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -291380.250000 Penalty: 2545.017578
	Iteration 14Q: 3 clusters Score -291380.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -291406.437500 Penalty: 2545.017578
	Iteration 15Q: 3 clusters Score -291406.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -291425.250000 Penalty: 2545.017578
	Iteration 16Q: 3 clusters Score -291425.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -291432.812500 Penalty: 2545.017578
	Iteration 17Q: 3 clusters Score -291432.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -291439.968750 Penalty: 2545.017578
	Iteration 18Q: 3 clusters Score -291440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -291444.437500 Penalty: 2545.017578
	Iteration 19Q: 3 clusters Score -291444.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -291452.125000 Penalty: 2545.017578
	Iteration 20F: 3 clusters Score -291452.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -291453.968750 Penalty: 2545.017578
	Iteration 21Q: 3 clusters Score -291454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -291454.218750 Penalty: 2545.017578
	Iteration 22Q: 3 clusters Score -291454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -291454.468750 Penalty: 2545.017578
	Iteration 23Q: 3 clusters Score -291454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -291454.687500 Penalty: 2545.017578
	Iteration 24Q: 3 clusters Score -291454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -291456.031250 Penalty: 2545.017578
	Iteration 25Q: 3 clusters Score -291456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -291456.968750 Penalty: 2545.017578
	Iteration 26Q: 3 clusters Score -291457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -291456.968750 Penalty: 2545.017578
	Iteration 27F: 3 clusters Score -291457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Entering Unmasked Estep 
Score: -606044.625000 Penalty: 1387.006714
	Iteration 0F: 2 clusters Score -606044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -601976.187500 Penalty: 2774.013428
	Iteration 0F: 3 clusters Score -601976.2 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -603065.000000 Penalty: 2774.013428
	Iteration 1F: 3 clusters Score -603065 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -603276.125000 Penalty: 2774.013428
	Iteration 2F: 3 clusters Score -603276.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -603446.312500 Penalty: 2774.013428
	Iteration 3F: 3 clusters Score -603446.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -603589.625000 Penalty: 2774.013428
	Iteration 4Q: 3 clusters Score -603589.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -603704.687500 Penalty: 2774.013428
	Iteration 5Q: 3 clusters Score -603704.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -603817.625000 Penalty: 2774.013428
	Iteration 6Q: 3 clusters Score -603817.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -603936.562500 Penalty: 2774.013428
	Iteration 7Q: 3 clusters Score -603936.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -604052.812500 Penalty: 2774.013428
	Iteration 8Q: 3 clusters Score -604052.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -604157.750000 Penalty: 2774.013428
	Iteration 9Q: 3 clusters Score -604157.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -604234.250000 Penalty: 2774.013428
	Iteration 10Q: 3 clusters Score -604234.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -604303.812500 Penalty: 2774.013428
	Iteration 11Q: 3 clusters Score -604303.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -604368.000000 Penalty: 2774.013428
	Iteration 12Q: 3 clusters Score -604368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -604419.000000 Penalty: 2774.013428
	Iteration 13Q: 3 clusters Score -604419 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -604472.187500 Penalty: 2774.013428
	Iteration 14Q: 3 clusters Score -604472.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -604528.187500 Penalty: 2774.013428
	Iteration 15Q: 3 clusters Score -604528.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -604576.625000 Penalty: 2774.013428
	Iteration 16Q: 3 clusters Score -604576.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -604620.937500 Penalty: 2774.013428
	Iteration 17Q: 3 clusters Score -604620.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -604646.625000 Penalty: 2774.013428
	Iteration 18Q: 3 clusters Score -604646.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -604669.187500 Penalty: 2774.013428
	Iteration 19Q: 3 clusters Score -604669.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -604684.750000 Penalty: 2774.013428
	Iteration 20F: 3 clusters Score -604684.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -604696.437500 Penalty: 2774.013428
	Iteration 21Q: 3 clusters Score -604696.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -604705.000000 Penalty: 2774.013428
	Iteration 22Q: 3 clusters Score -604705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -604713.562500 Penalty: 2774.013428
	Iteration 23Q: 3 clusters Score -604713.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -604724.125000 Penalty: 2774.013428
	Iteration 24Q: 3 clusters Score -604724.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -604735.937500 Penalty: 2774.013428
	Iteration 25Q: 3 clusters Score -604735.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -604745.250000 Penalty: 2774.013428
	Iteration 26Q: 3 clusters Score -604745.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -604757.625000 Penalty: 2774.013428
	Iteration 27Q: 3 clusters Score -604757.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -604765.937500 Penalty: 2774.013428
	Iteration 28Q: 3 clusters Score -604765.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -604771.687500 Penalty: 2774.013428
	Iteration 29Q: 3 clusters Score -604771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -604775.500000 Penalty: 2774.013428
	Iteration 30Q: 3 clusters Score -604775.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -604776.562500 Penalty: 2774.013428
	Iteration 31Q: 3 clusters Score -604776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -604777.562500 Penalty: 2774.013428
	Iteration 32Q: 3 clusters Score -604777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -604777.687500 Penalty: 2774.013428
	Iteration 33Q: 3 clusters Score -604777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -604777.687500 Penalty: 2774.013428
	Iteration 34F: 3 clusters Score -604777.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Entering Unmasked Estep 
Score: -6158542.000000 Penalty: 1753.522095
	Iteration 0F: 2 clusters Score -6158542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -6126420.500000 Penalty: 3507.044189
	Iteration 0F: 3 clusters Score -6126420 nChanged 22804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -6139387.500000 Penalty: 3507.044189
	Iteration 1F: 3 clusters Score -6139388 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -6140196.000000 Penalty: 3507.044189
	Iteration 2Q: 3 clusters Score -6140196 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -6141283.500000 Penalty: 3507.044189
	Iteration 3Q: 3 clusters Score -6141284 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -6142742.000000 Penalty: 3507.044189
	Iteration 4F: 3 clusters Score -6142742 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -6144574.000000 Penalty: 3507.044189
	Iteration 5F: 3 clusters Score -6144574 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -6147076.000000 Penalty: 3507.044189
	Iteration 6F: 3 clusters Score -6147076 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -6149779.500000 Penalty: 3507.044189
	Iteration 7F: 3 clusters Score -6149780 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -6151668.000000 Penalty: 3507.044189
	Iteration 8F: 3 clusters Score -6151668 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -6152670.000000 Penalty: 3507.044189
	Iteration 9Q: 3 clusters Score -6152670 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -6153182.500000 Penalty: 3507.044189
	Iteration 10Q: 3 clusters Score -6153182 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -6153599.500000 Penalty: 3507.044189
	Iteration 11Q: 3 clusters Score -6153600 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -6154014.500000 Penalty: 3507.044189
	Iteration 12Q: 3 clusters Score -6154014 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -6154407.500000 Penalty: 3507.044189
	Iteration 13Q: 3 clusters Score -6154408 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -6154750.000000 Penalty: 3507.044189
	Iteration 14Q: 3 clusters Score -6154750 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -6155025.500000 Penalty: 3507.044189
	Iteration 15Q: 3 clusters Score -6155026 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -6155326.000000 Penalty: 3507.044189
	Iteration 16Q: 3 clusters Score -6155326 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -6155594.000000 Penalty: 3507.044189
	Iteration 17Q: 3 clusters Score -6155594 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -6155767.000000 Penalty: 3507.044189
	Iteration 18Q: 3 clusters Score -6155767 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -6155928.500000 Penalty: 3507.044189
	Iteration 19Q: 3 clusters Score -6155928 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -6156017.000000 Penalty: 3507.044189
	Iteration 20F: 3 clusters Score -6156017 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -6156105.500000 Penalty: 3507.044189
	Iteration 21Q: 3 clusters Score -6156106 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -6156203.500000 Penalty: 3507.044189
	Iteration 22Q: 3 clusters Score -6156204 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -6156271.500000 Penalty: 3507.044189
	Iteration 23Q: 3 clusters Score -6156272 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -6156334.500000 Penalty: 3507.044189
	Iteration 24Q: 3 clusters Score -6156334 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -6156375.500000 Penalty: 3507.044189
	Iteration 25Q: 3 clusters Score -6156376 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -6156447.000000 Penalty: 3507.044189
	Iteration 26Q: 3 clusters Score -6156447 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -6156486.000000 Penalty: 3507.044189
	Iteration 27Q: 3 clusters Score -6156486 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -6156550.000000 Penalty: 3507.044189
	Iteration 28Q: 3 clusters Score -6156550 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -6156629.500000 Penalty: 3507.044189
	Iteration 29Q: 3 clusters Score -6156630 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -6156676.500000 Penalty: 3507.044189
	Iteration 30Q: 3 clusters Score -6156676 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -6156723.000000 Penalty: 3507.044189
	Iteration 31Q: 3 clusters Score -6156723 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -6156764.000000 Penalty: 3507.044189
	Iteration 32Q: 3 clusters Score -6156764 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -6156823.500000 Penalty: 3507.044189
	Iteration 33Q: 3 clusters Score -6156824 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -6156852.500000 Penalty: 3507.044189
	Iteration 34Q: 3 clusters Score -6156852 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -6156903.000000 Penalty: 3507.044189
	Iteration 35Q: 3 clusters Score -6156903 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -6156933.000000 Penalty: 3507.044189
	Iteration 36Q: 3 clusters Score -6156933 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -6156973.500000 Penalty: 3507.044189
	Iteration 37Q: 3 clusters Score -6156974 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -6157013.500000 Penalty: 3507.044189
	Iteration 38Q: 3 clusters Score -6157014 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -6157022.000000 Penalty: 3507.044189
	Iteration 39Q: 3 clusters Score -6157022 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -6157051.000000 Penalty: 3507.044189
	Iteration 40F: 3 clusters Score -6157051 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -6157084.000000 Penalty: 3507.044189
	Iteration 41Q: 3 clusters Score -6157084 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -6157093.500000 Penalty: 3507.044189
	Iteration 42Q: 3 clusters Score -6157094 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -6157121.000000 Penalty: 3507.044189
	Iteration 43Q: 3 clusters Score -6157121 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -6157150.000000 Penalty: 3507.044189
	Iteration 44Q: 3 clusters Score -6157150 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -6157170.500000 Penalty: 3507.044189
	Iteration 45Q: 3 clusters Score -6157170 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -6157165.500000 Penalty: 3507.044189
	Iteration 46Q: 3 clusters Score -6157166 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -6157194.000000 Penalty: 3507.044189
	Iteration 47Q: 3 clusters Score -6157194 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -6157194.000000 Penalty: 3507.044189
	Iteration 48Q: 3 clusters Score -6157194 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -6157189.000000 Penalty: 3507.044189
	Iteration 49Q: 3 clusters Score -6157189 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -6157214.500000 Penalty: 3507.044189
	Iteration 50Q: 3 clusters Score -6157214 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -6157234.500000 Penalty: 3507.044189
	Iteration 51Q: 3 clusters Score -6157234 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -6157222.500000 Penalty: 3507.044189
	Iteration 52Q: 3 clusters Score -6157222 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -6157239.500000 Penalty: 3507.044189
	Iteration 53Q: 3 clusters Score -6157240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -6157233.500000 Penalty: 3507.044189
	Iteration 54Q: 3 clusters Score -6157234 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -6157243.500000 Penalty: 3507.044189
	Iteration 55Q: 3 clusters Score -6157244 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -6157272.500000 Penalty: 3507.044189
	Iteration 56Q: 3 clusters Score -6157272 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -6157289.500000 Penalty: 3507.044189
	Iteration 57Q: 3 clusters Score -6157290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -6157291.500000 Penalty: 3507.044189
	Iteration 58Q: 3 clusters Score -6157292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -6157303.500000 Penalty: 3507.044189
	Iteration 59Q: 3 clusters Score -6157304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -6157314.000000 Penalty: 3507.044189
	Iteration 60F: 3 clusters Score -6157314 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -6157328.500000 Penalty: 3507.044189
	Iteration 61Q: 3 clusters Score -6157328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -6157327.500000 Penalty: 3507.044189
	Iteration 62Q: 3 clusters Score -6157328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -6157342.000000 Penalty: 3507.044189
	Iteration 63Q: 3 clusters Score -6157342 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -6157347.500000 Penalty: 3507.044189
	Iteration 64Q: 3 clusters Score -6157348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -6157349.500000 Penalty: 3507.044189
	Iteration 65Q: 3 clusters Score -6157350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -6157357.000000 Penalty: 3507.044189
	Iteration 66Q: 3 clusters Score -6157357 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -6157373.500000 Penalty: 3507.044189
	Iteration 67Q: 3 clusters Score -6157374 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -6157376.500000 Penalty: 3507.044189
	Iteration 68Q: 3 clusters Score -6157376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6157380.500000 Penalty: 3507.044189
	Iteration 69Q: 3 clusters Score -6157380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6157361.500000 Penalty: 3507.044189
	Iteration 70Q: 3 clusters Score -6157362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -6157373.500000 Penalty: 3507.044189
	Iteration 71Q: 3 clusters Score -6157374 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6157396.500000 Penalty: 3507.044189
	Iteration 72Q: 3 clusters Score -6157396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -6157409.500000 Penalty: 3507.044189
	Iteration 73Q: 3 clusters Score -6157410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -6157411.500000 Penalty: 3507.044189
	Iteration 74Q: 3 clusters Score -6157412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -6157419.000000 Penalty: 3507.044189
	Iteration 75Q: 3 clusters Score -6157419 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -6157414.000000 Penalty: 3507.044189
	Iteration 76Q: 3 clusters Score -6157414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -6157406.000000 Penalty: 3507.044189
	Iteration 77Q: 3 clusters Score -6157406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -6157405.500000 Penalty: 3507.044189
	Iteration 78Q: 3 clusters Score -6157406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6157398.000000 Penalty: 3507.044189
	Iteration 79Q: 3 clusters Score -6157398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -6157394.500000 Penalty: 3507.044189
	Iteration 80F: 3 clusters Score -6157394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -6157397.000000 Penalty: 3507.044189
	Iteration 81Q: 3 clusters Score -6157397 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6157394.000000 Penalty: 3507.044189
	Iteration 82Q: 3 clusters Score -6157394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -6157404.500000 Penalty: 3507.044189
	Iteration 83Q: 3 clusters Score -6157404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6157417.500000 Penalty: 3507.044189
	Iteration 84Q: 3 clusters Score -6157418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6157421.500000 Penalty: 3507.044189
	Iteration 85Q: 3 clusters Score -6157422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -6157425.000000 Penalty: 3507.044189
	Iteration 86Q: 3 clusters Score -6157425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -6157419.000000 Penalty: 3507.044189
	Iteration 87Q: 3 clusters Score -6157419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -6157419.000000 Penalty: 3507.044189
	Iteration 88Q: 3 clusters Score -6157419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -6157421.000000 Penalty: 3507.044189
	Iteration 89Q: 3 clusters Score -6157421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6157420.000000 Penalty: 3507.044189
	Iteration 90Q: 3 clusters Score -6157420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6157420.000000 Penalty: 3507.044189
	Iteration 91Q: 3 clusters Score -6157420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6157434.000000 Penalty: 3507.044189
	Iteration 92Q: 3 clusters Score -6157434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6157437.000000 Penalty: 3507.044189
	Iteration 93Q: 3 clusters Score -6157437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6157440.500000 Penalty: 3507.044189
	Iteration 94Q: 3 clusters Score -6157440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -6157434.000000 Penalty: 3507.044189
	Iteration 95Q: 3 clusters Score -6157434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6157434.000000 Penalty: 3507.044189
	Iteration 96Q: 3 clusters Score -6157434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6157441.000000 Penalty: 3507.044189
	Iteration 97Q: 3 clusters Score -6157441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6157456.000000 Penalty: 3507.044189
	Iteration 98Q: 3 clusters Score -6157456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6157467.500000 Penalty: 3507.044189
	Iteration 99Q: 3 clusters Score -6157468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -6157469.000000 Penalty: 3507.044189
	Iteration 100F: 3 clusters Score -6157469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6157483.000000 Penalty: 3507.044189
	Iteration 101Q: 3 clusters Score -6157483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6157495.000000 Penalty: 3507.044189
	Iteration 102Q: 3 clusters Score -6157495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6157479.500000 Penalty: 3507.044189
	Iteration 103Q: 3 clusters Score -6157480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6157480.000000 Penalty: 3507.044189
	Iteration 104Q: 3 clusters Score -6157480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6157490.000000 Penalty: 3507.044189
	Iteration 105Q: 3 clusters Score -6157490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -6157504.000000 Penalty: 3507.044189
	Iteration 106Q: 3 clusters Score -6157504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6157501.500000 Penalty: 3507.044189
	Iteration 107Q: 3 clusters Score -6157502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6157501.000000 Penalty: 3507.044189
	Iteration 108Q: 3 clusters Score -6157501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6157498.500000 Penalty: 3507.044189
	Iteration 109Q: 3 clusters Score -6157498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6157501.500000 Penalty: 3507.044189
	Iteration 110Q: 3 clusters Score -6157502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6157489.000000 Penalty: 3507.044189
	Iteration 111Q: 3 clusters Score -6157489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6157505.000000 Penalty: 3507.044189
	Iteration 112Q: 3 clusters Score -6157505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6157509.000000 Penalty: 3507.044189
	Iteration 113Q: 3 clusters Score -6157509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6157507.500000 Penalty: 3507.044189
	Iteration 114Q: 3 clusters Score -6157508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6157509.000000 Penalty: 3507.044189
	Iteration 115Q: 3 clusters Score -6157509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6157516.500000 Penalty: 3507.044189
	Iteration 116Q: 3 clusters Score -6157516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6157515.000000 Penalty: 3507.044189
	Iteration 117Q: 3 clusters Score -6157515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6157516.000000 Penalty: 3507.044189
	Iteration 118Q: 3 clusters Score -6157516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6157513.000000 Penalty: 3507.044189
	Iteration 119Q: 3 clusters Score -6157513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6157510.000000 Penalty: 3507.044189
	Iteration 120F: 3 clusters Score -6157510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6157513.000000 Penalty: 3507.044189
	Iteration 121Q: 3 clusters Score -6157513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6157508.500000 Penalty: 3507.044189
	Iteration 122Q: 3 clusters Score -6157508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6157506.500000 Penalty: 3507.044189
	Iteration 123Q: 3 clusters Score -6157506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6157512.000000 Penalty: 3507.044189
	Iteration 124Q: 3 clusters Score -6157512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6157513.500000 Penalty: 3507.044189
	Iteration 125Q: 3 clusters Score -6157514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6157513.500000 Penalty: 3507.044189
	Iteration 126Q: 3 clusters Score -6157514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6157510.500000 Penalty: 3507.044189
	Iteration 127Q: 3 clusters Score -6157510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6157514.000000 Penalty: 3507.044189
	Iteration 128Q: 3 clusters Score -6157514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6157515.000000 Penalty: 3507.044189
	Iteration 129Q: 3 clusters Score -6157515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6157513.500000 Penalty: 3507.044189
	Iteration 130Q: 3 clusters Score -6157514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6157515.000000 Penalty: 3507.044189
	Iteration 131Q: 3 clusters Score -6157515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6157515.000000 Penalty: 3507.044189
	Iteration 132Q: 3 clusters Score -6157515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6157520.000000 Penalty: 3507.044189
	Iteration 133Q: 3 clusters Score -6157520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6157524.500000 Penalty: 3507.044189
	Iteration 134Q: 3 clusters Score -6157524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6157526.500000 Penalty: 3507.044189
	Iteration 135Q: 3 clusters Score -6157526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6157525.000000 Penalty: 3507.044189
	Iteration 136Q: 3 clusters Score -6157525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6157525.000000 Penalty: 3507.044189
	Iteration 137Q: 3 clusters Score -6157525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6157525.000000 Penalty: 3507.044189
	Iteration 138Q: 3 clusters Score -6157525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6157529.500000 Penalty: 3507.044189
	Iteration 139Q: 3 clusters Score -6157530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6157532.000000 Penalty: 3507.044189
	Iteration 140F: 3 clusters Score -6157532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6157531.500000 Penalty: 3507.044189
	Iteration 141Q: 3 clusters Score -6157532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6157527.000000 Penalty: 3507.044189
	Iteration 142Q: 3 clusters Score -6157527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6157526.000000 Penalty: 3507.044189
	Iteration 143Q: 3 clusters Score -6157526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6157525.000000 Penalty: 3507.044189
	Iteration 144Q: 3 clusters Score -6157525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6157527.000000 Penalty: 3507.044189
	Iteration 145Q: 3 clusters Score -6157527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6157524.500000 Penalty: 3507.044189
	Iteration 146Q: 3 clusters Score -6157524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6157526.500000 Penalty: 3507.044189
	Iteration 147Q: 3 clusters Score -6157526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6157523.500000 Penalty: 3507.044189
	Iteration 148Q: 3 clusters Score -6157524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6157523.500000 Penalty: 3507.044189
	Iteration 149F: 3 clusters Score -6157524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Entering Unmasked Estep 
Score: -2223755.750000 Penalty: 1596.849976
	Iteration 0F: 2 clusters Score -2223756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2211017.500000 Penalty: 3193.699951
	Iteration 0F: 3 clusters Score -2211018 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2215561.250000 Penalty: 3193.699951
	Iteration 1F: 3 clusters Score -2215561 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2215857.750000 Penalty: 3193.699951
	Iteration 2Q: 3 clusters Score -2215858 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2216126.750000 Penalty: 3193.699951
	Iteration 3Q: 3 clusters Score -2216127 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2216446.750000 Penalty: 3193.699951
	Iteration 4Q: 3 clusters Score -2216447 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2216803.000000 Penalty: 3193.699951
	Iteration 5Q: 3 clusters Score -2216803 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2217260.250000 Penalty: 3193.699951
	Iteration 6Q: 3 clusters Score -2217260 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2217791.250000 Penalty: 3193.699951
	Iteration 7Q: 3 clusters Score -2217791 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2218400.250000 Penalty: 3193.699951
	Iteration 8Q: 3 clusters Score -2218400 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2218982.000000 Penalty: 3193.699951
	Iteration 9Q: 3 clusters Score -2218982 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2219504.000000 Penalty: 3193.699951
	Iteration 10Q: 3 clusters Score -2219504 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2219919.750000 Penalty: 3193.699951
	Iteration 11Q: 3 clusters Score -2219920 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2220195.000000 Penalty: 3193.699951
	Iteration 12Q: 3 clusters Score -2220195 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2220378.500000 Penalty: 3193.699951
	Iteration 13Q: 3 clusters Score -2220378 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2220548.000000 Penalty: 3193.699951
	Iteration 14Q: 3 clusters Score -2220548 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2220669.000000 Penalty: 3193.699951
	Iteration 15Q: 3 clusters Score -2220669 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2220766.000000 Penalty: 3193.699951
	Iteration 16Q: 3 clusters Score -2220766 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2220864.000000 Penalty: 3193.699951
	Iteration 17Q: 3 clusters Score -2220864 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2220959.250000 Penalty: 3193.699951
	Iteration 18Q: 3 clusters Score -2220959 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2221041.000000 Penalty: 3193.699951
	Iteration 19Q: 3 clusters Score -2221041 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2221125.250000 Penalty: 3193.699951
	Iteration 20F: 3 clusters Score -2221125 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2221201.250000 Penalty: 3193.699951
	Iteration 21Q: 3 clusters Score -2221201 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2221273.250000 Penalty: 3193.699951
	Iteration 22Q: 3 clusters Score -2221273 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2221348.750000 Penalty: 3193.699951
	Iteration 23Q: 3 clusters Score -2221349 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2221402.250000 Penalty: 3193.699951
	Iteration 24Q: 3 clusters Score -2221402 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2221453.750000 Penalty: 3193.699951
	Iteration 25Q: 3 clusters Score -2221454 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2221513.750000 Penalty: 3193.699951
	Iteration 26Q: 3 clusters Score -2221514 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2221569.250000 Penalty: 3193.699951
	Iteration 27Q: 3 clusters Score -2221569 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2221624.250000 Penalty: 3193.699951
	Iteration 28Q: 3 clusters Score -2221624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2221678.000000 Penalty: 3193.699951
	Iteration 29Q: 3 clusters Score -2221678 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2221738.250000 Penalty: 3193.699951
	Iteration 30Q: 3 clusters Score -2221738 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2221778.000000 Penalty: 3193.699951
	Iteration 31Q: 3 clusters Score -2221778 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2221812.750000 Penalty: 3193.699951
	Iteration 32Q: 3 clusters Score -2221813 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2221869.750000 Penalty: 3193.699951
	Iteration 33Q: 3 clusters Score -2221870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2221908.500000 Penalty: 3193.699951
	Iteration 34Q: 3 clusters Score -2221908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2221946.500000 Penalty: 3193.699951
	Iteration 35Q: 3 clusters Score -2221946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2221988.250000 Penalty: 3193.699951
	Iteration 36Q: 3 clusters Score -2221988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2222034.500000 Penalty: 3193.699951
	Iteration 37Q: 3 clusters Score -2222034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2222075.250000 Penalty: 3193.699951
	Iteration 38Q: 3 clusters Score -2222075 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2222104.750000 Penalty: 3193.699951
	Iteration 39Q: 3 clusters Score -2222105 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2222144.250000 Penalty: 3193.699951
	Iteration 40F: 3 clusters Score -2222144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2222169.750000 Penalty: 3193.699951
	Iteration 41Q: 3 clusters Score -2222170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2222192.750000 Penalty: 3193.699951
	Iteration 42Q: 3 clusters Score -2222193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2222214.500000 Penalty: 3193.699951
	Iteration 43Q: 3 clusters Score -2222214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2222249.000000 Penalty: 3193.699951
	Iteration 44Q: 3 clusters Score -2222249 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2222268.250000 Penalty: 3193.699951
	Iteration 45Q: 3 clusters Score -2222268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2222288.500000 Penalty: 3193.699951
	Iteration 46Q: 3 clusters Score -2222288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2222292.250000 Penalty: 3193.699951
	Iteration 47Q: 3 clusters Score -2222292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2222302.000000 Penalty: 3193.699951
	Iteration 48Q: 3 clusters Score -2222302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2222316.500000 Penalty: 3193.699951
	Iteration 49Q: 3 clusters Score -2222316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2222318.000000 Penalty: 3193.699951
	Iteration 50Q: 3 clusters Score -2222318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2222324.250000 Penalty: 3193.699951
	Iteration 51Q: 3 clusters Score -2222324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2222325.750000 Penalty: 3193.699951
	Iteration 52Q: 3 clusters Score -2222326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2222334.250000 Penalty: 3193.699951
	Iteration 53Q: 3 clusters Score -2222334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2222341.500000 Penalty: 3193.699951
	Iteration 54Q: 3 clusters Score -2222342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2222345.250000 Penalty: 3193.699951
	Iteration 55Q: 3 clusters Score -2222345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2222347.750000 Penalty: 3193.699951
	Iteration 56Q: 3 clusters Score -2222348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2222351.000000 Penalty: 3193.699951
	Iteration 57Q: 3 clusters Score -2222351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2222354.250000 Penalty: 3193.699951
	Iteration 58Q: 3 clusters Score -2222354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2222358.500000 Penalty: 3193.699951
	Iteration 59Q: 3 clusters Score -2222358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2222362.250000 Penalty: 3193.699951
	Iteration 60F: 3 clusters Score -2222362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2222364.000000 Penalty: 3193.699951
	Iteration 61Q: 3 clusters Score -2222364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2222364.750000 Penalty: 3193.699951
	Iteration 62Q: 3 clusters Score -2222365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2222368.250000 Penalty: 3193.699951
	Iteration 63Q: 3 clusters Score -2222368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2222367.750000 Penalty: 3193.699951
	Iteration 64Q: 3 clusters Score -2222368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2222376.000000 Penalty: 3193.699951
	Iteration 65Q: 3 clusters Score -2222376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2222380.750000 Penalty: 3193.699951
	Iteration 66Q: 3 clusters Score -2222381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2222385.250000 Penalty: 3193.699951
	Iteration 67Q: 3 clusters Score -2222385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2222392.750000 Penalty: 3193.699951
	Iteration 68Q: 3 clusters Score -2222393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2222394.250000 Penalty: 3193.699951
	Iteration 69Q: 3 clusters Score -2222394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2222397.250000 Penalty: 3193.699951
	Iteration 70Q: 3 clusters Score -2222397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2222403.250000 Penalty: 3193.699951
	Iteration 71Q: 3 clusters Score -2222403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2222409.750000 Penalty: 3193.699951
	Iteration 72Q: 3 clusters Score -2222410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2222416.250000 Penalty: 3193.699951
	Iteration 73Q: 3 clusters Score -2222416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2222420.000000 Penalty: 3193.699951
	Iteration 74Q: 3 clusters Score -2222420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2222422.500000 Penalty: 3193.699951
	Iteration 75Q: 3 clusters Score -2222422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2222425.000000 Penalty: 3193.699951
	Iteration 76Q: 3 clusters Score -2222425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2222425.250000 Penalty: 3193.699951
	Iteration 77Q: 3 clusters Score -2222425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2222425.250000 Penalty: 3193.699951
	Iteration 78F: 3 clusters Score -2222425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -199407.171875 Penalty: 1217.392334
	Iteration 0F: 2 clusters Score -199407.2 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 908 members 
Entering Unmasked Estep 
Score: -197477.718750 Penalty: 2434.784668
	Iteration 0F: 3 clusters Score -197477.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -197913.468750 Penalty: 2434.784668
	Iteration 1F: 3 clusters Score -197913.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -198092.578125 Penalty: 2434.784668
	Iteration 2F: 3 clusters Score -198092.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -198248.031250 Penalty: 2434.784668
	Iteration 3F: 3 clusters Score -198248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -198364.281250 Penalty: 2434.784668
	Iteration 4Q: 3 clusters Score -198364.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -198465.468750 Penalty: 2434.784668
	Iteration 5Q: 3 clusters Score -198465.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -198533.406250 Penalty: 2434.784668
	Iteration 6Q: 3 clusters Score -198533.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198611.515625 Penalty: 2434.784668
	Iteration 7Q: 3 clusters Score -198611.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198726.859375 Penalty: 2434.784668
	Iteration 8Q: 3 clusters Score -198726.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -198845.906250 Penalty: 2434.784668
	Iteration 9Q: 3 clusters Score -198845.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -198959.343750 Penalty: 2434.784668
	Iteration 10Q: 3 clusters Score -198959.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -199044.000000 Penalty: 2434.784668
	Iteration 11Q: 3 clusters Score -199044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -199123.843750 Penalty: 2434.784668
	Iteration 12Q: 3 clusters Score -199123.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -199216.437500 Penalty: 2434.784668
	Iteration 13Q: 3 clusters Score -199216.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -199267.296875 Penalty: 2434.784668
	Iteration 14Q: 3 clusters Score -199267.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -199290.375000 Penalty: 2434.784668
	Iteration 15Q: 3 clusters Score -199290.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -199309.312500 Penalty: 2434.784668
	Iteration 16Q: 3 clusters Score -199309.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -199326.343750 Penalty: 2434.784668
	Iteration 17Q: 3 clusters Score -199326.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -199337.500000 Penalty: 2434.784668
	Iteration 18Q: 3 clusters Score -199337.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -199340.906250 Penalty: 2434.784668
	Iteration 19Q: 3 clusters Score -199340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -199344.078125 Penalty: 2434.784668
	Iteration 20F: 3 clusters Score -199344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -199344.078125 Penalty: 2434.784668
	Iteration 21Q: 3 clusters Score -199344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -199347.968750 Penalty: 2434.784668
	Iteration 22Q: 3 clusters Score -199348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -199357.625000 Penalty: 2434.784668
	Iteration 23Q: 3 clusters Score -199357.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -199379.406250 Penalty: 2434.784668
	Iteration 24Q: 3 clusters Score -199379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -199383.484375 Penalty: 2434.784668
	Iteration 25Q: 3 clusters Score -199383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -199385.406250 Penalty: 2434.784668
	Iteration 26Q: 3 clusters Score -199385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -199385.968750 Penalty: 2434.784668
	Iteration 27Q: 3 clusters Score -199386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -199387.343750 Penalty: 2434.784668
	Iteration 28Q: 3 clusters Score -199387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -199388.968750 Penalty: 2434.784668
	Iteration 29Q: 3 clusters Score -199389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -199390.265625 Penalty: 2434.784668
	Iteration 30Q: 3 clusters Score -199390.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -199390.265625 Penalty: 2434.784668
	Iteration 31F: 3 clusters Score -199390.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -11760.439453 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11760.44 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 104 members 
Entering Unmasked Estep 
Score: -11125.026367 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -11125.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11381.679688 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -11381.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11541.805664 Penalty: 1760.232666
	Iteration 2F: 3 clusters Score -11541.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11616.399414 Penalty: 1760.232666
	Iteration 3F: 3 clusters Score -11616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11627.828125 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -11627.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11633.229492 Penalty: 1760.232666
	Iteration 5Q: 3 clusters Score -11633.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11633.229492 Penalty: 1760.232666
	Iteration 6F: 3 clusters Score -11633.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (82979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Entering Unmasked Estep 
Score: -10285793.000000 Penalty: 1840.530640
	Iteration 0F: 2 clusters Score -1.028579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -10231036.000000 Penalty: 3681.061279
	Iteration 0F: 3 clusters Score -1.023104e+07 nChanged 39473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -10253662.000000 Penalty: 3681.061279
	Iteration 1F: 3 clusters Score -1.025366e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -10254483.000000 Penalty: 3681.061279
	Iteration 2Q: 3 clusters Score -1.025448e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -10255436.000000 Penalty: 3681.061279
	Iteration 3Q: 3 clusters Score -1.025544e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -10256740.000000 Penalty: 3681.061279
	Iteration 4Q: 3 clusters Score -1.025674e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -10258475.000000 Penalty: 3681.061279
	Iteration 5Q: 3 clusters Score -1.025848e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -10260932.000000 Penalty: 3681.061279
	Iteration 6F: 3 clusters Score -1.026093e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -10264478.000000 Penalty: 3681.061279
	Iteration 7F: 3 clusters Score -1.026448e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -10268548.000000 Penalty: 3681.061279
	Iteration 8F: 3 clusters Score -1.026855e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -10271827.000000 Penalty: 3681.061279
	Iteration 9F: 3 clusters Score -1.027183e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -10273501.000000 Penalty: 3681.061279
	Iteration 10Q: 3 clusters Score -1.02735e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -10274278.000000 Penalty: 3681.061279
	Iteration 11Q: 3 clusters Score -1.027428e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -10274773.000000 Penalty: 3681.061279
	Iteration 12Q: 3 clusters Score -1.027477e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -10275217.000000 Penalty: 3681.061279
	Iteration 13Q: 3 clusters Score -1.027522e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -10275578.000000 Penalty: 3681.061279
	Iteration 14Q: 3 clusters Score -1.027558e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -10275912.000000 Penalty: 3681.061279
	Iteration 15Q: 3 clusters Score -1.027591e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -10276241.000000 Penalty: 3681.061279
	Iteration 16Q: 3 clusters Score -1.027624e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -10276582.000000 Penalty: 3681.061279
	Iteration 17Q: 3 clusters Score -1.027658e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -10276869.000000 Penalty: 3681.061279
	Iteration 18Q: 3 clusters Score -1.027687e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -10277213.000000 Penalty: 3681.061279
	Iteration 19Q: 3 clusters Score -1.027721e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -10277506.000000 Penalty: 3681.061279
	Iteration 20F: 3 clusters Score -1.027751e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -10277829.000000 Penalty: 3681.061279
	Iteration 21Q: 3 clusters Score -1.027783e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -10278128.000000 Penalty: 3681.061279
	Iteration 22Q: 3 clusters Score -1.027813e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -10278413.000000 Penalty: 3681.061279
	Iteration 23Q: 3 clusters Score -1.027841e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -10278734.000000 Penalty: 3681.061279
	Iteration 24Q: 3 clusters Score -1.027873e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -10279009.000000 Penalty: 3681.061279
	Iteration 25Q: 3 clusters Score -1.027901e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -10279335.000000 Penalty: 3681.061279
	Iteration 26Q: 3 clusters Score -1.027934e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -10279643.000000 Penalty: 3681.061279
	Iteration 27Q: 3 clusters Score -1.027964e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -10280018.000000 Penalty: 3681.061279
	Iteration 28Q: 3 clusters Score -1.028002e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -10280374.000000 Penalty: 3681.061279
	Iteration 29Q: 3 clusters Score -1.028037e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -10280690.000000 Penalty: 3681.061279
	Iteration 30Q: 3 clusters Score -1.028069e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -10281044.000000 Penalty: 3681.061279
	Iteration 31Q: 3 clusters Score -1.028104e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -10281339.000000 Penalty: 3681.061279
	Iteration 32Q: 3 clusters Score -1.028134e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -10281636.000000 Penalty: 3681.061279
	Iteration 33Q: 3 clusters Score -1.028164e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -10281926.000000 Penalty: 3681.061279
	Iteration 34Q: 3 clusters Score -1.028193e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -10282217.000000 Penalty: 3681.061279
	Iteration 35Q: 3 clusters Score -1.028222e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -10282492.000000 Penalty: 3681.061279
	Iteration 36Q: 3 clusters Score -1.028249e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -10282699.000000 Penalty: 3681.061279
	Iteration 37Q: 3 clusters Score -1.02827e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -10282974.000000 Penalty: 3681.061279
	Iteration 38Q: 3 clusters Score -1.028297e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -10283174.000000 Penalty: 3681.061279
	Iteration 39Q: 3 clusters Score -1.028317e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -10283371.000000 Penalty: 3681.061279
	Iteration 40F: 3 clusters Score -1.028337e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -10283574.000000 Penalty: 3681.061279
	Iteration 41Q: 3 clusters Score -1.028357e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -10283704.000000 Penalty: 3681.061279
	Iteration 42Q: 3 clusters Score -1.02837e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -10283851.000000 Penalty: 3681.061279
	Iteration 43Q: 3 clusters Score -1.028385e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -10283978.000000 Penalty: 3681.061279
	Iteration 44Q: 3 clusters Score -1.028398e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -10284105.000000 Penalty: 3681.061279
	Iteration 45Q: 3 clusters Score -1.02841e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -10284218.000000 Penalty: 3681.061279
	Iteration 46Q: 3 clusters Score -1.028422e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -10284272.000000 Penalty: 3681.061279
	Iteration 47Q: 3 clusters Score -1.028427e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -10284331.000000 Penalty: 3681.061279
	Iteration 48Q: 3 clusters Score -1.028433e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -10284430.000000 Penalty: 3681.061279
	Iteration 49Q: 3 clusters Score -1.028443e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -10284488.000000 Penalty: 3681.061279
	Iteration 50Q: 3 clusters Score -1.028449e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -10284513.000000 Penalty: 3681.061279
	Iteration 51Q: 3 clusters Score -1.028451e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -10284588.000000 Penalty: 3681.061279
	Iteration 52Q: 3 clusters Score -1.028459e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -10284642.000000 Penalty: 3681.061279
	Iteration 53Q: 3 clusters Score -1.028464e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
Score: -10284700.000000 Penalty: 3681.061279
	Iteration 54Q: 3 clusters Score -1.02847e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -10284751.000000 Penalty: 3681.061279
	Iteration 55Q: 3 clusters Score -1.028475e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -10284781.000000 Penalty: 3681.061279
	Iteration 56Q: 3 clusters Score -1.028478e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
Score: -10284811.000000 Penalty: 3681.061279
	Iteration 57Q: 3 clusters Score -1.028481e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 75710 members 
Entering Unmasked Estep 
Score: -10284844.000000 Penalty: 3681.061279
	Iteration 58Q: 3 clusters Score -1.028484e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -10284862.000000 Penalty: 3681.061279
	Iteration 59Q: 3 clusters Score -1.028486e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 76106 members 
Entering Unmasked Estep 
Score: -10284907.000000 Penalty: 3681.061279
	Iteration 60F: 3 clusters Score -1.028491e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -10284967.000000 Penalty: 3681.061279
	Iteration 61Q: 3 clusters Score -1.028497e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -10285001.000000 Penalty: 3681.061279
	Iteration 62Q: 3 clusters Score -1.0285e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -10285030.000000 Penalty: 3681.061279
	Iteration 63Q: 3 clusters Score -1.028503e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -10285051.000000 Penalty: 3681.061279
	Iteration 64Q: 3 clusters Score -1.028505e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -10285071.000000 Penalty: 3681.061279
	Iteration 65Q: 3 clusters Score -1.028507e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -10285100.000000 Penalty: 3681.061279
	Iteration 66Q: 3 clusters Score -1.02851e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -10285114.000000 Penalty: 3681.061279
	Iteration 67Q: 3 clusters Score -1.028511e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -10285144.000000 Penalty: 3681.061279
	Iteration 68Q: 3 clusters Score -1.028514e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -10285165.000000 Penalty: 3681.061279
	Iteration 69Q: 3 clusters Score -1.028516e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -10285163.000000 Penalty: 3681.061279
	Iteration 70Q: 3 clusters Score -1.028516e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
Score: -10285188.000000 Penalty: 3681.061279
	Iteration 71Q: 3 clusters Score -1.028519e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 78109 members 
Entering Unmasked Estep 
Score: -10285207.000000 Penalty: 3681.061279
	Iteration 72Q: 3 clusters Score -1.028521e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -10285218.000000 Penalty: 3681.061279
	Iteration 73Q: 3 clusters Score -1.028522e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -10285212.000000 Penalty: 3681.061279
	Iteration 74Q: 3 clusters Score -1.028521e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -10285209.000000 Penalty: 3681.061279
	Iteration 75Q: 3 clusters Score -1.028521e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -10285209.000000 Penalty: 3681.061279
	Iteration 76Q: 3 clusters Score -1.028521e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -10285219.000000 Penalty: 3681.061279
	Iteration 77Q: 3 clusters Score -1.028522e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -10285210.000000 Penalty: 3681.061279
	Iteration 78Q: 3 clusters Score -1.028521e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -10285208.000000 Penalty: 3681.061279
	Iteration 79Q: 3 clusters Score -1.028521e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -10285199.000000 Penalty: 3681.061279
	Iteration 80F: 3 clusters Score -1.02852e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -10285197.000000 Penalty: 3681.061279
	Iteration 81Q: 3 clusters Score -1.02852e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -10285215.000000 Penalty: 3681.061279
	Iteration 82Q: 3 clusters Score -1.028522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -10285213.000000 Penalty: 3681.061279
	Iteration 83Q: 3 clusters Score -1.028521e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -10285229.000000 Penalty: 3681.061279
	Iteration 84Q: 3 clusters Score -1.028523e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -10285246.000000 Penalty: 3681.061279
	Iteration 85Q: 3 clusters Score -1.028525e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -10285226.000000 Penalty: 3681.061279
	Iteration 86Q: 3 clusters Score -1.028523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -10285216.000000 Penalty: 3681.061279
	Iteration 87Q: 3 clusters Score -1.028522e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 79412 members 
Entering Unmasked Estep 
Score: -10285212.000000 Penalty: 3681.061279
	Iteration 88Q: 3 clusters Score -1.028521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -10285210.000000 Penalty: 3681.061279
	Iteration 89Q: 3 clusters Score -1.028521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -10285204.000000 Penalty: 3681.061279
	Iteration 90Q: 3 clusters Score -1.02852e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -10285204.000000 Penalty: 3681.061279
	Iteration 91Q: 3 clusters Score -1.02852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -10285214.000000 Penalty: 3681.061279
	Iteration 92Q: 3 clusters Score -1.028521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -10285225.000000 Penalty: 3681.061279
	Iteration 93Q: 3 clusters Score -1.028522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 79531 members 
Entering Unmasked Estep 
Score: -10285226.000000 Penalty: 3681.061279
	Iteration 94Q: 3 clusters Score -1.028523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -10285226.000000 Penalty: 3681.061279
	Iteration 95Q: 3 clusters Score -1.028523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -10285220.000000 Penalty: 3681.061279
	Iteration 96Q: 3 clusters Score -1.028522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -10285230.000000 Penalty: 3681.061279
	Iteration 97Q: 3 clusters Score -1.028523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -10285220.000000 Penalty: 3681.061279
	Iteration 98Q: 3 clusters Score -1.028522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -10285222.000000 Penalty: 3681.061279
	Iteration 99Q: 3 clusters Score -1.028522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -10285227.000000 Penalty: 3681.061279
	Iteration 100F: 3 clusters Score -1.028523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -10285236.000000 Penalty: 3681.061279
	Iteration 101Q: 3 clusters Score -1.028524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -10285223.000000 Penalty: 3681.061279
	Iteration 102Q: 3 clusters Score -1.028522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -10285229.000000 Penalty: 3681.061279
	Iteration 103Q: 3 clusters Score -1.028523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -10285232.000000 Penalty: 3681.061279
	Iteration 104Q: 3 clusters Score -1.028523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -10285234.000000 Penalty: 3681.061279
	Iteration 105Q: 3 clusters Score -1.028523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -10285234.000000 Penalty: 3681.061279
	Iteration 106F: 3 clusters Score -1.028523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Entering Unmasked Estep 
Score: -1771919.000000 Penalty: 1554.301636
	Iteration 0F: 2 clusters Score -1771919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1761998.500000 Penalty: 3108.603271
	Iteration 0F: 3 clusters Score -1761998 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1765231.375000 Penalty: 3108.603271
	Iteration 1F: 3 clusters Score -1765231 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1765500.125000 Penalty: 3108.603271
	Iteration 2F: 3 clusters Score -1765500 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1765726.250000 Penalty: 3108.603271
	Iteration 3Q: 3 clusters Score -1765726 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1765921.125000 Penalty: 3108.603271
	Iteration 4Q: 3 clusters Score -1765921 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1766128.125000 Penalty: 3108.603271
	Iteration 5Q: 3 clusters Score -1766128 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1766373.000000 Penalty: 3108.603271
	Iteration 6Q: 3 clusters Score -1766373 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1766699.000000 Penalty: 3108.603271
	Iteration 7Q: 3 clusters Score -1766699 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1767130.250000 Penalty: 3108.603271
	Iteration 8F: 3 clusters Score -1767130 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1767687.375000 Penalty: 3108.603271
	Iteration 9F: 3 clusters Score -1767687 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1768441.875000 Penalty: 3108.603271
	Iteration 10F: 3 clusters Score -1768442 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1769195.000000 Penalty: 3108.603271
	Iteration 11F: 3 clusters Score -1769195 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1769752.375000 Penalty: 3108.603271
	Iteration 12Q: 3 clusters Score -1769752 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1770129.000000 Penalty: 3108.603271
	Iteration 13Q: 3 clusters Score -1770129 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1770330.000000 Penalty: 3108.603271
	Iteration 14Q: 3 clusters Score -1770330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1770407.500000 Penalty: 3108.603271
	Iteration 15Q: 3 clusters Score -1770408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1770449.250000 Penalty: 3108.603271
	Iteration 16Q: 3 clusters Score -1770449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1770485.750000 Penalty: 3108.603271
	Iteration 17Q: 3 clusters Score -1770486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1770504.125000 Penalty: 3108.603271
	Iteration 18Q: 3 clusters Score -1770504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1770517.875000 Penalty: 3108.603271
	Iteration 19Q: 3 clusters Score -1770518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1770526.375000 Penalty: 3108.603271
	Iteration 20F: 3 clusters Score -1770526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1770531.000000 Penalty: 3108.603271
	Iteration 21Q: 3 clusters Score -1770531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1770532.125000 Penalty: 3108.603271
	Iteration 22Q: 3 clusters Score -1770532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1770534.875000 Penalty: 3108.603271
	Iteration 23Q: 3 clusters Score -1770535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1770541.875000 Penalty: 3108.603271
	Iteration 24Q: 3 clusters Score -1770542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1770543.875000 Penalty: 3108.603271
	Iteration 25Q: 3 clusters Score -1770544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1770544.875000 Penalty: 3108.603271
	Iteration 26Q: 3 clusters Score -1770545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1770544.875000 Penalty: 3108.603271
	Iteration 27F: 3 clusters Score -1770545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -559272.750000 Penalty: 1373.261475
	Iteration 0F: 2 clusters Score -559272.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -555558.687500 Penalty: 2746.522949
	Iteration 0F: 3 clusters Score -555558.7 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -556508.000000 Penalty: 2746.522949
	Iteration 1F: 3 clusters Score -556508 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -556652.000000 Penalty: 2746.522949
	Iteration 2F: 3 clusters Score -556652 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -556745.500000 Penalty: 2746.522949
	Iteration 3Q: 3 clusters Score -556745.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -556824.687500 Penalty: 2746.522949
	Iteration 4Q: 3 clusters Score -556824.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -556895.812500 Penalty: 2746.522949
	Iteration 5Q: 3 clusters Score -556895.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -556950.750000 Penalty: 2746.522949
	Iteration 6Q: 3 clusters Score -556950.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -557002.500000 Penalty: 2746.522949
	Iteration 7Q: 3 clusters Score -557002.5 nChanged 106
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: -557062.125000 Penalty: 2746.522949
	Iteration 8Q: 3 clusters Score -557062.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -557149.062500 Penalty: 2746.522949
	Iteration 9Q: 3 clusters Score -557149.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -557251.000000 Penalty: 2746.522949
	Iteration 10Q: 3 clusters Score -557251 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -557371.750000 Penalty: 2746.522949
	Iteration 11Q: 3 clusters Score -557371.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -557487.937500 Penalty: 2746.522949
	Iteration 12Q: 3 clusters Score -557487.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -557595.375000 Penalty: 2746.522949
	Iteration 13Q: 3 clusters Score -557595.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -557704.250000 Penalty: 2746.522949
	Iteration 14Q: 3 clusters Score -557704.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -557817.687500 Penalty: 2746.522949
	Iteration 15Q: 3 clusters Score -557817.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -557921.437500 Penalty: 2746.522949
	Iteration 16Q: 3 clusters Score -557921.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -558006.812500 Penalty: 2746.522949
	Iteration 17Q: 3 clusters Score -558006.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -558086.187500 Penalty: 2746.522949
	Iteration 18Q: 3 clusters Score -558086.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -558162.375000 Penalty: 2746.522949
	Iteration 19Q: 3 clusters Score -558162.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -558215.812500 Penalty: 2746.522949
	Iteration 20F: 3 clusters Score -558215.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -558236.750000 Penalty: 2746.522949
	Iteration 21Q: 3 clusters Score -558236.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -558254.125000 Penalty: 2746.522949
	Iteration 22Q: 3 clusters Score -558254.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -558272.687500 Penalty: 2746.522949
	Iteration 23Q: 3 clusters Score -558272.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -558284.312500 Penalty: 2746.522949
	Iteration 24Q: 3 clusters Score -558284.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -558294.062500 Penalty: 2746.522949
	Iteration 25Q: 3 clusters Score -558294.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -558301.250000 Penalty: 2746.522949
	Iteration 26Q: 3 clusters Score -558301.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -558305.500000 Penalty: 2746.522949
	Iteration 27Q: 3 clusters Score -558305.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -558310.187500 Penalty: 2746.522949
	Iteration 28Q: 3 clusters Score -558310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -558312.687500 Penalty: 2746.522949
	Iteration 29Q: 3 clusters Score -558312.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -558315.312500 Penalty: 2746.522949
	Iteration 30Q: 3 clusters Score -558315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -558315.750000 Penalty: 2746.522949
	Iteration 31Q: 3 clusters Score -558315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -558317.312500 Penalty: 2746.522949
	Iteration 32Q: 3 clusters Score -558317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -558319.125000 Penalty: 2746.522949
	Iteration 33Q: 3 clusters Score -558319.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -558320.625000 Penalty: 2746.522949
	Iteration 34Q: 3 clusters Score -558320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -558319.812500 Penalty: 2746.522949
	Iteration 35Q: 3 clusters Score -558319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -558319.812500 Penalty: 2746.522949
	Iteration 36F: 3 clusters Score -558319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Entering Unmasked Estep 
Score: -2329887.000000 Penalty: 1603.779663
	Iteration 0F: 2 clusters Score -2329887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2316650.500000 Penalty: 3207.559326
	Iteration 0F: 3 clusters Score -2316650 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2321445.250000 Penalty: 3207.559326
	Iteration 1F: 3 clusters Score -2321445 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2321961.000000 Penalty: 3207.559326
	Iteration 2F: 3 clusters Score -2321961 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2322509.750000 Penalty: 3207.559326
	Iteration 3F: 3 clusters Score -2322510 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2323232.000000 Penalty: 3207.559326
	Iteration 4F: 3 clusters Score -2323232 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2324223.750000 Penalty: 3207.559326
	Iteration 5F: 3 clusters Score -2324224 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2325484.750000 Penalty: 3207.559326
	Iteration 6F: 3 clusters Score -2325485 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2326763.500000 Penalty: 3207.559326
	Iteration 7F: 3 clusters Score -2326764 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2327706.250000 Penalty: 3207.559326
	Iteration 8F: 3 clusters Score -2327706 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2328235.750000 Penalty: 3207.559326
	Iteration 9Q: 3 clusters Score -2328236 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2328552.750000 Penalty: 3207.559326
	Iteration 10Q: 3 clusters Score -2328553 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2328739.500000 Penalty: 3207.559326
	Iteration 11Q: 3 clusters Score -2328740 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2328847.750000 Penalty: 3207.559326
	Iteration 12Q: 3 clusters Score -2328848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2328940.250000 Penalty: 3207.559326
	Iteration 13Q: 3 clusters Score -2328940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2328995.000000 Penalty: 3207.559326
	Iteration 14Q: 3 clusters Score -2328995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2329022.750000 Penalty: 3207.559326
	Iteration 15Q: 3 clusters Score -2329023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2329046.750000 Penalty: 3207.559326
	Iteration 16Q: 3 clusters Score -2329047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2329058.250000 Penalty: 3207.559326
	Iteration 17Q: 3 clusters Score -2329058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2329070.750000 Penalty: 3207.559326
	Iteration 18Q: 3 clusters Score -2329071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2329076.250000 Penalty: 3207.559326
	Iteration 19Q: 3 clusters Score -2329076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2329086.000000 Penalty: 3207.559326
	Iteration 20F: 3 clusters Score -2329086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2329087.750000 Penalty: 3207.559326
	Iteration 21Q: 3 clusters Score -2329088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2329095.000000 Penalty: 3207.559326
	Iteration 22Q: 3 clusters Score -2329095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2329095.750000 Penalty: 3207.559326
	Iteration 23Q: 3 clusters Score -2329096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2329097.000000 Penalty: 3207.559326
	Iteration 24Q: 3 clusters Score -2329097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2329098.500000 Penalty: 3207.559326
	Iteration 25Q: 3 clusters Score -2329098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2329097.750000 Penalty: 3207.559326
	Iteration 26Q: 3 clusters Score -2329098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2329097.750000 Penalty: 3207.559326
	Iteration 27F: 3 clusters Score -2329098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -299318.406250 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -299318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -296881.343750 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -296881.3 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -297473.031250 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -297473 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -297645.343750 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -297645.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -297759.687500 Penalty: 2552.800049
	Iteration 3F: 3 clusters Score -297759.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -297858.187500 Penalty: 2552.800049
	Iteration 4Q: 3 clusters Score -297858.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -297934.343750 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -297934.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -298005.031250 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -298005 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -298084.000000 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -298084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -298148.781250 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -298148.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -298208.312500 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -298208.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -298264.875000 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -298264.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -298305.187500 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -298305.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -298333.343750 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -298333.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -298355.718750 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -298355.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -298378.875000 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -298378.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -298397.281250 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -298397.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -298419.500000 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -298419.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -298440.625000 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -298440.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -298467.406250 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -298467.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -298494.343750 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -298494.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -298522.281250 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -298522.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -298552.906250 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -298552.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -298573.718750 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -298573.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -298593.250000 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -298593.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -298611.218750 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -298611.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -298620.968750 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -298621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -298632.625000 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -298632.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -298641.562500 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -298641.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -298653.281250 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -298653.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -298674.562500 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -298674.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -298710.375000 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -298710.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -298751.093750 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -298751.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -298794.125000 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -298794.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -298826.000000 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -298826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -298848.718750 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -298848.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -298862.312500 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -298862.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -298867.343750 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -298867.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -298875.468750 Penalty: 2552.800049
	Iteration 37Q: 3 clusters Score -298875.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -298881.937500 Penalty: 2552.800049
	Iteration 38Q: 3 clusters Score -298881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -298887.156250 Penalty: 2552.800049
	Iteration 39Q: 3 clusters Score -298887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -298891.312500 Penalty: 2552.800049
	Iteration 40F: 3 clusters Score -298891.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -298897.031250 Penalty: 2552.800049
	Iteration 41Q: 3 clusters Score -298897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -298900.468750 Penalty: 2552.800049
	Iteration 42Q: 3 clusters Score -298900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -298905.968750 Penalty: 2552.800049
	Iteration 43Q: 3 clusters Score -298906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -298908.406250 Penalty: 2552.800049
	Iteration 44Q: 3 clusters Score -298908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -298910.218750 Penalty: 2552.800049
	Iteration 45Q: 3 clusters Score -298910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -298910.687500 Penalty: 2552.800049
	Iteration 46Q: 3 clusters Score -298910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -298910.687500 Penalty: 2552.800049
	Iteration 47F: 3 clusters Score -298910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84677 members 
Entering Unmasked Estep 
Score: -10651379.000000 Penalty: 1843.822388
	Iteration 0F: 2 clusters Score -1.065138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -10597110.000000 Penalty: 3687.644775
	Iteration 0F: 3 clusters Score -1.059711e+07 nChanged 40479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -10620295.000000 Penalty: 3687.644775
	Iteration 1F: 3 clusters Score -1.06203e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.062099e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.062185e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1.062294e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1.062471e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -10627286.000000 Penalty: 3687.644775
	Iteration 6F: 3 clusters Score -1.062729e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1.063141e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1.063625e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -10639193.000000 Penalty: 3687.644775
	Iteration 9F: 3 clusters Score -1.063919e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -10640291.000000 Penalty: 3687.644775
	Iteration 10Q: 3 clusters Score -1.064029e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1.064079e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -10641124.000000 Penalty: 3687.644775
	Iteration 12Q: 3 clusters Score -1.064112e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -10641465.000000 Penalty: 3687.644775
	Iteration 13Q: 3 clusters Score -1.064146e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -10641754.000000 Penalty: 3687.644775
	Iteration 14Q: 3 clusters Score -1.064175e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1.064207e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -10642331.000000 Penalty: 3687.644775
	Iteration 16Q: 3 clusters Score -1.064233e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1.064267e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -10642986.000000 Penalty: 3687.644775
	Iteration 18Q: 3 clusters Score -1.064299e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -10643223.000000 Penalty: 3687.644775
	Iteration 19Q: 3 clusters Score -1.064322e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -10643404.000000 Penalty: 3687.644775
	Iteration 20F: 3 clusters Score -1.06434e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -10643635.000000 Penalty: 3687.644775
	Iteration 21Q: 3 clusters Score -1.064364e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1.064396e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -10644240.000000 Penalty: 3687.644775
	Iteration 23Q: 3 clusters Score -1.064424e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -10644443.000000 Penalty: 3687.644775
	Iteration 24Q: 3 clusters Score -1.064444e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -10644709.000000 Penalty: 3687.644775
	Iteration 25Q: 3 clusters Score -1.064471e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -10644930.000000 Penalty: 3687.644775
	Iteration 26Q: 3 clusters Score -1.064493e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -10645136.000000 Penalty: 3687.644775
	Iteration 27Q: 3 clusters Score -1.064514e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -10645192.000000 Penalty: 3687.644775
	Iteration 28Q: 3 clusters Score -1.064519e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -10645256.000000 Penalty: 3687.644775
	Iteration 29Q: 3 clusters Score -1.064526e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -10645313.000000 Penalty: 3687.644775
	Iteration 30Q: 3 clusters Score -1.064531e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -10645351.000000 Penalty: 3687.644775
	Iteration 31Q: 3 clusters Score -1.064535e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1.064538e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -10645421.000000 Penalty: 3687.644775
	Iteration 33Q: 3 clusters Score -1.064542e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -10645404.000000 Penalty: 3687.644775
	Iteration 34Q: 3 clusters Score -1.06454e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -10645420.000000 Penalty: 3687.644775
	Iteration 35Q: 3 clusters Score -1.064542e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -10645439.000000 Penalty: 3687.644775
	Iteration 36Q: 3 clusters Score -1.064544e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -10645462.000000 Penalty: 3687.644775
	Iteration 37Q: 3 clusters Score -1.064546e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1.064548e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -10645479.000000 Penalty: 3687.644775
	Iteration 39Q: 3 clusters Score -1.064548e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -10645491.000000 Penalty: 3687.644775
	Iteration 40F: 3 clusters Score -1.064549e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -10645499.000000 Penalty: 3687.644775
	Iteration 41Q: 3 clusters Score -1.06455e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -10645519.000000 Penalty: 3687.644775
	Iteration 42Q: 3 clusters Score -1.064552e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1.064551e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -10645534.000000 Penalty: 3687.644775
	Iteration 44Q: 3 clusters Score -1.064553e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -10645516.000000 Penalty: 3687.644775
	Iteration 45Q: 3 clusters Score -1.064552e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1.064554e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.064555e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.064554e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -10645571.000000 Penalty: 3687.644775
	Iteration 49Q: 3 clusters Score -1.064557e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -10645537.000000 Penalty: 3687.644775
	Iteration 50Q: 3 clusters Score -1.064554e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -10645548.000000 Penalty: 3687.644775
	Iteration 51Q: 3 clusters Score -1.064555e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -10645570.000000 Penalty: 3687.644775
	Iteration 52Q: 3 clusters Score -1.064557e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -10645556.000000 Penalty: 3687.644775
	Iteration 53Q: 3 clusters Score -1.064556e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -10645550.000000 Penalty: 3687.644775
	Iteration 54Q: 3 clusters Score -1.064555e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -10645540.000000 Penalty: 3687.644775
	Iteration 55Q: 3 clusters Score -1.064554e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -10645501.000000 Penalty: 3687.644775
	Iteration 56Q: 3 clusters Score -1.06455e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -10645523.000000 Penalty: 3687.644775
	Iteration 57Q: 3 clusters Score -1.064552e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -10645533.000000 Penalty: 3687.644775
	Iteration 58Q: 3 clusters Score -1.064553e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -10645547.000000 Penalty: 3687.644775
	Iteration 59Q: 3 clusters Score -1.064555e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -10645531.000000 Penalty: 3687.644775
	Iteration 60F: 3 clusters Score -1.064553e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -10645524.000000 Penalty: 3687.644775
	Iteration 61Q: 3 clusters Score -1.064552e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -10645525.000000 Penalty: 3687.644775
	Iteration 62Q: 3 clusters Score -1.064552e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -10645495.000000 Penalty: 3687.644775
	Iteration 63Q: 3 clusters Score -1.06455e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -10645526.000000 Penalty: 3687.644775
	Iteration 64Q: 3 clusters Score -1.064553e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -10645536.000000 Penalty: 3687.644775
	Iteration 65Q: 3 clusters Score -1.064554e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -10645541.000000 Penalty: 3687.644775
	Iteration 66Q: 3 clusters Score -1.064554e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -10645547.000000 Penalty: 3687.644775
	Iteration 67Q: 3 clusters Score -1.064555e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -10645551.000000 Penalty: 3687.644775
	Iteration 68Q: 3 clusters Score -1.064555e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -10645556.000000 Penalty: 3687.644775
	Iteration 69Q: 3 clusters Score -1.064556e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -10645559.000000 Penalty: 3687.644775
	Iteration 70Q: 3 clusters Score -1.064556e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -10645589.000000 Penalty: 3687.644775
	Iteration 71Q: 3 clusters Score -1.064559e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
Score: -10645609.000000 Penalty: 3687.644775
	Iteration 72Q: 3 clusters Score -1.064561e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -10645610.000000 Penalty: 3687.644775
	Iteration 73Q: 3 clusters Score -1.064561e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -10645646.000000 Penalty: 3687.644775
	Iteration 74Q: 3 clusters Score -1.064565e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -10645661.000000 Penalty: 3687.644775
	Iteration 75Q: 3 clusters Score -1.064566e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -10645681.000000 Penalty: 3687.644775
	Iteration 76Q: 3 clusters Score -1.064568e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -10645685.000000 Penalty: 3687.644775
	Iteration 77Q: 3 clusters Score -1.064568e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -10645706.000000 Penalty: 3687.644775
	Iteration 78Q: 3 clusters Score -1.064571e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -10645670.000000 Penalty: 3687.644775
	Iteration 79Q: 3 clusters Score -1.064567e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -10645660.000000 Penalty: 3687.644775
	Iteration 80F: 3 clusters Score -1.064566e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -10645708.000000 Penalty: 3687.644775
	Iteration 81Q: 3 clusters Score -1.064571e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -10645668.000000 Penalty: 3687.644775
	Iteration 82Q: 3 clusters Score -1.064567e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -10645683.000000 Penalty: 3687.644775
	Iteration 83Q: 3 clusters Score -1.064568e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -10645701.000000 Penalty: 3687.644775
	Iteration 84Q: 3 clusters Score -1.06457e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -10645730.000000 Penalty: 3687.644775
	Iteration 85Q: 3 clusters Score -1.064573e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -10645743.000000 Penalty: 3687.644775
	Iteration 86Q: 3 clusters Score -1.064574e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -10645773.000000 Penalty: 3687.644775
	Iteration 87Q: 3 clusters Score -1.064577e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -10645775.000000 Penalty: 3687.644775
	Iteration 88Q: 3 clusters Score -1.064578e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -10645798.000000 Penalty: 3687.644775
	Iteration 89Q: 3 clusters Score -1.06458e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.064583e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.064586e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.06459e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.064595e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.064604e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.064618e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.064622e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -10646247.000000 Penalty: 3687.644775
	Iteration 97Q: 3 clusters Score -1.064625e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.064625e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -10646288.000000 Penalty: 3687.644775
	Iteration 99Q: 3 clusters Score -1.064629e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -10646386.000000 Penalty: 3687.644775
	Iteration 100F: 3 clusters Score -1.064639e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.064645e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.064656e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.064666e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.064672e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.064676e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.064687e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 69779 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.064698e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.064707e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.06472e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 71153 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.064731e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.064742e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.064755e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.06477e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.064786e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.064805e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.064822e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.064842e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.064863e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.064881e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -10648951.000000 Penalty: 3687.644775
	Iteration 120F: 3 clusters Score -1.064895e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.064905e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.064914e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 77956 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.064923e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 78264 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.064927e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.064933e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.064932e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.064934e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.064937e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.064938e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.06494e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.064942e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.064946e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.06495e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.06495e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.064953e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.064952e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 80656 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.064954e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.064957e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.064959e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -10649576.000000 Penalty: 3687.644775
	Iteration 140F: 3 clusters Score -1.064958e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -10649616.000000 Penalty: 3687.644775
	Iteration 141Q: 3 clusters Score -1.064962e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.064961e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.06496e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.064959e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.064963e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.064965e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 81408 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.064965e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.064965e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.064968e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.064968e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.064969e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.06497e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 81699 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.064971e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.064972e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 81816 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.064975e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.064975e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 81904 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.064976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.064978e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.064979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 81992 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1.064979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 82027 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.064979e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.064978e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.06498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.06498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.064979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.064979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.06498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.064978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.064978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.064977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.064977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.064978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -10649770.000000 Penalty: 3687.644775
	Iteration 173Q: 3 clusters Score -1.064977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.064977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.064979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -10649790.000000 Penalty: 3687.644775
	Iteration 176Q: 3 clusters Score -1.064979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -10649785.000000 Penalty: 3687.644775
	Iteration 177Q: 3 clusters Score -1.064978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -10649788.000000 Penalty: 3687.644775
	Iteration 178Q: 3 clusters Score -1.064979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -10649782.000000 Penalty: 3687.644775
	Iteration 179Q: 3 clusters Score -1.064978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -10649781.000000 Penalty: 3687.644775
	Iteration 180F: 3 clusters Score -1.064978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -10649782.000000 Penalty: 3687.644775
	Iteration 181Q: 3 clusters Score -1.064978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 82343 members 
Entering Unmasked Estep 
Score: -10649780.000000 Penalty: 3687.644775
	Iteration 182Q: 3 clusters Score -1.064978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -10649775.000000 Penalty: 3687.644775
	Iteration 183Q: 3 clusters Score -1.064978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -10649778.000000 Penalty: 3687.644775
	Iteration 184Q: 3 clusters Score -1.064978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -10649781.000000 Penalty: 3687.644775
	Iteration 185Q: 3 clusters Score -1.064978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -10649779.000000 Penalty: 3687.644775
	Iteration 186Q: 3 clusters Score -1.064978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -10649774.000000 Penalty: 3687.644775
	Iteration 187Q: 3 clusters Score -1.064977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 82396 members 
Entering Unmasked Estep 
Score: -10649776.000000 Penalty: 3687.644775
	Iteration 188Q: 3 clusters Score -1.064978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -10649786.000000 Penalty: 3687.644775
	Iteration 189Q: 3 clusters Score -1.064979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -10649779.000000 Penalty: 3687.644775
	Iteration 190Q: 3 clusters Score -1.064978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -10649784.000000 Penalty: 3687.644775
	Iteration 191Q: 3 clusters Score -1.064978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -10649781.000000 Penalty: 3687.644775
	Iteration 192Q: 3 clusters Score -1.064978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -10649786.000000 Penalty: 3687.644775
	Iteration 193Q: 3 clusters Score -1.064979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -10649786.000000 Penalty: 3687.644775
	Iteration 194Q: 3 clusters Score -1.064979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -10649787.000000 Penalty: 3687.644775
	Iteration 195Q: 3 clusters Score -1.064979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -10649789.000000 Penalty: 3687.644775
	Iteration 196Q: 3 clusters Score -1.064979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -10649788.000000 Penalty: 3687.644775
	Iteration 197Q: 3 clusters Score -1.064979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -10649791.000000 Penalty: 3687.644775
	Iteration 198Q: 3 clusters Score -1.064979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -10649791.000000 Penalty: 3687.644775
	Iteration 199Q: 3 clusters Score -1.064979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -10649794.000000 Penalty: 3687.644775
	Iteration 200F: 3 clusters Score -1.064979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -10649802.000000 Penalty: 3687.644775
	Iteration 201Q: 3 clusters Score -1.06498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 82449 members 
Entering Unmasked Estep 
Score: -10649805.000000 Penalty: 3687.644775
	Iteration 202Q: 3 clusters Score -1.06498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -10649803.000000 Penalty: 3687.644775
	Iteration 203Q: 3 clusters Score -1.06498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -10649804.000000 Penalty: 3687.644775
	Iteration 204Q: 3 clusters Score -1.06498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -10649810.000000 Penalty: 3687.644775
	Iteration 205Q: 3 clusters Score -1.064981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -10649801.000000 Penalty: 3687.644775
	Iteration 206Q: 3 clusters Score -1.06498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -10649806.000000 Penalty: 3687.644775
	Iteration 207Q: 3 clusters Score -1.064981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -10649813.000000 Penalty: 3687.644775
	Iteration 208Q: 3 clusters Score -1.064981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -10649821.000000 Penalty: 3687.644775
	Iteration 209Q: 3 clusters Score -1.064982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -10649808.000000 Penalty: 3687.644775
	Iteration 210Q: 3 clusters Score -1.064981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -10649810.000000 Penalty: 3687.644775
	Iteration 211Q: 3 clusters Score -1.064981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -10649818.000000 Penalty: 3687.644775
	Iteration 212Q: 3 clusters Score -1.064982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -10649815.000000 Penalty: 3687.644775
	Iteration 213Q: 3 clusters Score -1.064982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
Score: -10649811.000000 Penalty: 3687.644775
	Iteration 214Q: 3 clusters Score -1.064981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -10649811.000000 Penalty: 3687.644775
	Iteration 215Q: 3 clusters Score -1.064981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -10649811.000000 Penalty: 3687.644775
	Iteration 216Q: 3 clusters Score -1.064981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -10649816.000000 Penalty: 3687.644775
	Iteration 217Q: 3 clusters Score -1.064982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -10649817.000000 Penalty: 3687.644775
	Iteration 218Q: 3 clusters Score -1.064982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -10649824.000000 Penalty: 3687.644775
	Iteration 219Q: 3 clusters Score -1.064982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -10649822.000000 Penalty: 3687.644775
	Iteration 220F: 3 clusters Score -1.064982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -10649817.000000 Penalty: 3687.644775
	Iteration 221Q: 3 clusters Score -1.064982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -10649817.000000 Penalty: 3687.644775
	Iteration 222F: 3 clusters Score -1.064982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -39862.539062 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39862.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38927.597656 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38927.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39114.890625 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -39114.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39187.605469 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -39187.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39238.117188 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -39238.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39241.660156 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -39241.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39249.152344 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -39249.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39256.843750 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -39256.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39261.562500 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -39261.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39276.703125 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -39276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39286.128906 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -39286.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39297.796875 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -39297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39300.546875 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -39300.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39300.546875 Penalty: 1936.488037
	Iteration 12F: 3 clusters Score -39300.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -135249.437500 Penalty: 1153.351685
	Iteration 0F: 2 clusters Score -135249.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133688.125000 Penalty: 2306.703369
	Iteration 0F: 3 clusters Score -133688.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -133970.578125 Penalty: 2306.703369
	Iteration 1F: 3 clusters Score -133970.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -134054.093750 Penalty: 2306.703369
	Iteration 2F: 3 clusters Score -134054.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -134096.906250 Penalty: 2306.703369
	Iteration 3Q: 3 clusters Score -134096.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134126.171875 Penalty: 2306.703369
	Iteration 4Q: 3 clusters Score -134126.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -134156.562500 Penalty: 2306.703369
	Iteration 5Q: 3 clusters Score -134156.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -134171.109375 Penalty: 2306.703369
	Iteration 6Q: 3 clusters Score -134171.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -134186.156250 Penalty: 2306.703369
	Iteration 7Q: 3 clusters Score -134186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -134193.296875 Penalty: 2306.703369
	Iteration 8Q: 3 clusters Score -134193.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -134200.640625 Penalty: 2306.703369
	Iteration 9Q: 3 clusters Score -134200.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -134209.656250 Penalty: 2306.703369
	Iteration 10Q: 3 clusters Score -134209.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -134218.718750 Penalty: 2306.703369
	Iteration 11Q: 3 clusters Score -134218.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -134222.312500 Penalty: 2306.703369
	Iteration 12Q: 3 clusters Score -134222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -134224.281250 Penalty: 2306.703369
	Iteration 13Q: 3 clusters Score -134224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -134227.437500 Penalty: 2306.703369
	Iteration 14Q: 3 clusters Score -134227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -134229.796875 Penalty: 2306.703369
	Iteration 15Q: 3 clusters Score -134229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134233.218750 Penalty: 2306.703369
	Iteration 16Q: 3 clusters Score -134233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134234.156250 Penalty: 2306.703369
	Iteration 17Q: 3 clusters Score -134234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -134234.281250 Penalty: 2306.703369
	Iteration 18Q: 3 clusters Score -134234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -134234.281250 Penalty: 2306.703369
	Iteration 19F: 3 clusters Score -134234.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Entering Unmasked Estep 
Score: -11501265.000000 Penalty: 1857.537476
	Iteration 0F: 2 clusters Score -1.150126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -11442779.000000 Penalty: 3715.074951
	Iteration 0F: 3 clusters Score -1.144278e+07 nChanged 44015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -11468254.000000 Penalty: 3715.074951
	Iteration 1F: 3 clusters Score -1.146825e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -11468925.000000 Penalty: 3715.074951
	Iteration 2Q: 3 clusters Score -1.146892e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -11469974.000000 Penalty: 3715.074951
	Iteration 3Q: 3 clusters Score -1.146997e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -11471375.000000 Penalty: 3715.074951
	Iteration 4Q: 3 clusters Score -1.147138e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -11473557.000000 Penalty: 3715.074951
	Iteration 5Q: 3 clusters Score -1.147356e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -11477192.000000 Penalty: 3715.074951
	Iteration 6F: 3 clusters Score -1.147719e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -11482077.000000 Penalty: 3715.074951
	Iteration 7F: 3 clusters Score -1.148208e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -11487468.000000 Penalty: 3715.074951
	Iteration 8F: 3 clusters Score -1.148747e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -11490977.000000 Penalty: 3715.074951
	Iteration 9F: 3 clusters Score -1.149098e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -11492431.000000 Penalty: 3715.074951
	Iteration 10Q: 3 clusters Score -1.149243e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -11493079.000000 Penalty: 3715.074951
	Iteration 11Q: 3 clusters Score -1.149308e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -11493470.000000 Penalty: 3715.074951
	Iteration 12Q: 3 clusters Score -1.149347e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -11493793.000000 Penalty: 3715.074951
	Iteration 13Q: 3 clusters Score -1.149379e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -11494186.000000 Penalty: 3715.074951
	Iteration 14Q: 3 clusters Score -1.149419e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -11494542.000000 Penalty: 3715.074951
	Iteration 15Q: 3 clusters Score -1.149454e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -11494839.000000 Penalty: 3715.074951
	Iteration 16Q: 3 clusters Score -1.149484e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66542 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -11495111.000000 Penalty: 3715.074951
	Iteration 17Q: 3 clusters Score -1.149511e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -11495313.000000 Penalty: 3715.074951
	Iteration 18Q: 3 clusters Score -1.149531e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -11495482.000000 Penalty: 3715.074951
	Iteration 19Q: 3 clusters Score -1.149548e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -11495625.000000 Penalty: 3715.074951
	Iteration 20F: 3 clusters Score -1.149562e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -11495767.000000 Penalty: 3715.074951
	Iteration 21Q: 3 clusters Score -1.149577e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -11495873.000000 Penalty: 3715.074951
	Iteration 22Q: 3 clusters Score -1.149587e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -11496041.000000 Penalty: 3715.074951
	Iteration 23Q: 3 clusters Score -1.149604e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -11496134.000000 Penalty: 3715.074951
	Iteration 24Q: 3 clusters Score -1.149613e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -11496219.000000 Penalty: 3715.074951
	Iteration 25Q: 3 clusters Score -1.149622e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -11496283.000000 Penalty: 3715.074951
	Iteration 26Q: 3 clusters Score -1.149628e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -11496390.000000 Penalty: 3715.074951
	Iteration 27Q: 3 clusters Score -1.149639e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -11496451.000000 Penalty: 3715.074951
	Iteration 28Q: 3 clusters Score -1.149645e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -11496517.000000 Penalty: 3715.074951
	Iteration 29Q: 3 clusters Score -1.149652e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -11496631.000000 Penalty: 3715.074951
	Iteration 30Q: 3 clusters Score -1.149663e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -11496649.000000 Penalty: 3715.074951
	Iteration 31Q: 3 clusters Score -1.149665e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -11496734.000000 Penalty: 3715.074951
	Iteration 32Q: 3 clusters Score -1.149673e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -11496812.000000 Penalty: 3715.074951
	Iteration 33Q: 3 clusters Score -1.149681e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -11496872.000000 Penalty: 3715.074951
	Iteration 34Q: 3 clusters Score -1.149687e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -11496901.000000 Penalty: 3715.074951
	Iteration 35Q: 3 clusters Score -1.14969e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -11496981.000000 Penalty: 3715.074951
	Iteration 36Q: 3 clusters Score -1.149698e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -11497033.000000 Penalty: 3715.074951
	Iteration 37Q: 3 clusters Score -1.149703e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -11497112.000000 Penalty: 3715.074951
	Iteration 38Q: 3 clusters Score -1.149711e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -11497184.000000 Penalty: 3715.074951
	Iteration 39Q: 3 clusters Score -1.149718e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -11497267.000000 Penalty: 3715.074951
	Iteration 40F: 3 clusters Score -1.149727e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -11497307.000000 Penalty: 3715.074951
	Iteration 41Q: 3 clusters Score -1.149731e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -11497355.000000 Penalty: 3715.074951
	Iteration 42Q: 3 clusters Score -1.149736e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -11497457.000000 Penalty: 3715.074951
	Iteration 43Q: 3 clusters Score -1.149746e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -11497565.000000 Penalty: 3715.074951
	Iteration 44Q: 3 clusters Score -1.149756e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -11497606.000000 Penalty: 3715.074951
	Iteration 45Q: 3 clusters Score -1.149761e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -11497729.000000 Penalty: 3715.074951
	Iteration 46Q: 3 clusters Score -1.149773e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -11497956.000000 Penalty: 3715.074951
	Iteration 47Q: 3 clusters Score -1.149796e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -11498143.000000 Penalty: 3715.074951
	Iteration 48Q: 3 clusters Score -1.149814e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -11498404.000000 Penalty: 3715.074951
	Iteration 49Q: 3 clusters Score -1.14984e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -11498632.000000 Penalty: 3715.074951
	Iteration 50Q: 3 clusters Score -1.149863e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -11498875.000000 Penalty: 3715.074951
	Iteration 51Q: 3 clusters Score -1.149888e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -11499233.000000 Penalty: 3715.074951
	Iteration 52Q: 3 clusters Score -1.149923e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -11499519.000000 Penalty: 3715.074951
	Iteration 53Q: 3 clusters Score -1.149952e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -11499826.000000 Penalty: 3715.074951
	Iteration 54Q: 3 clusters Score -1.149983e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -11499947.000000 Penalty: 3715.074951
	Iteration 55Q: 3 clusters Score -1.149995e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -11500085.000000 Penalty: 3715.074951
	Iteration 56Q: 3 clusters Score -1.150008e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -11500172.000000 Penalty: 3715.074951
	Iteration 57Q: 3 clusters Score -1.150017e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -11500302.000000 Penalty: 3715.074951
	Iteration 58Q: 3 clusters Score -1.15003e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -11500464.000000 Penalty: 3715.074951
	Iteration 59Q: 3 clusters Score -1.150046e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -11500546.000000 Penalty: 3715.074951
	Iteration 60F: 3 clusters Score -1.150055e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -11500584.000000 Penalty: 3715.074951
	Iteration 61Q: 3 clusters Score -1.150058e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88602 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -11500651.000000 Penalty: 3715.074951
	Iteration 62Q: 3 clusters Score -1.150065e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -11500661.000000 Penalty: 3715.074951
	Iteration 63Q: 3 clusters Score -1.150066e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -11500636.000000 Penalty: 3715.074951
	Iteration 64Q: 3 clusters Score -1.150064e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -11500659.000000 Penalty: 3715.074951
	Iteration 65Q: 3 clusters Score -1.150066e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -11500645.000000 Penalty: 3715.074951
	Iteration 66Q: 3 clusters Score -1.150064e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90028 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -11500623.000000 Penalty: 3715.074951
	Iteration 67Q: 3 clusters Score -1.150062e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -11500585.000000 Penalty: 3715.074951
	Iteration 68Q: 3 clusters Score -1.150058e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -11500553.000000 Penalty: 3715.074951
	Iteration 69Q: 3 clusters Score -1.150055e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11500543.000000 Penalty: 3715.074951
	Iteration 70Q: 3 clusters Score -1.150054e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -11500498.000000 Penalty: 3715.074951
	Iteration 71Q: 3 clusters Score -1.15005e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -11500533.000000 Penalty: 3715.074951
	Iteration 72Q: 3 clusters Score -1.150053e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11500513.000000 Penalty: 3715.074951
	Iteration 73Q: 3 clusters Score -1.150051e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -11500511.000000 Penalty: 3715.074951
	Iteration 74Q: 3 clusters Score -1.150051e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11500499.000000 Penalty: 3715.074951
	Iteration 75Q: 3 clusters Score -1.15005e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90683 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11500505.000000 Penalty: 3715.074951
	Iteration 76Q: 3 clusters Score -1.15005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -11500514.000000 Penalty: 3715.074951
	Iteration 77Q: 3 clusters Score -1.150051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -11500506.000000 Penalty: 3715.074951
	Iteration 78Q: 3 clusters Score -1.150051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90725 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11500521.000000 Penalty: 3715.074951
	Iteration 79Q: 3 clusters Score -1.150052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11500531.000000 Penalty: 3715.074951
	Iteration 80F: 3 clusters Score -1.150053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11500537.000000 Penalty: 3715.074951
	Iteration 81Q: 3 clusters Score -1.150054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11500534.000000 Penalty: 3715.074951
	Iteration 82Q: 3 clusters Score -1.150053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11500534.000000 Penalty: 3715.074951
	Iteration 83F: 3 clusters Score -1.150053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Entering Unmasked Estep 
Score: -11490145.000000 Penalty: 1855.378418
	Iteration 0F: 2 clusters Score -1.149014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -11431521.000000 Penalty: 3710.756836
	Iteration 0F: 3 clusters Score -1.143152e+07 nChanged 43523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -11456083.000000 Penalty: 3710.756836
	Iteration 1F: 3 clusters Score -1.145608e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -11456844.000000 Penalty: 3710.756836
	Iteration 2Q: 3 clusters Score -1.145684e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -11457841.000000 Penalty: 3710.756836
	Iteration 3Q: 3 clusters Score -1.145784e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -11458980.000000 Penalty: 3710.756836
	Iteration 4Q: 3 clusters Score -1.145898e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -11460958.000000 Penalty: 3710.756836
	Iteration 5F: 3 clusters Score -1.146096e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -11463883.000000 Penalty: 3710.756836
	Iteration 6F: 3 clusters Score -1.146388e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -11468258.000000 Penalty: 3710.756836
	Iteration 7F: 3 clusters Score -1.146826e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -11472855.000000 Penalty: 3710.756836
	Iteration 8F: 3 clusters Score -1.147286e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -11475327.000000 Penalty: 3710.756836
	Iteration 9F: 3 clusters Score -1.147533e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -11476169.000000 Penalty: 3710.756836
	Iteration 10Q: 3 clusters Score -1.147617e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -11476702.000000 Penalty: 3710.756836
	Iteration 11Q: 3 clusters Score -1.14767e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -11477039.000000 Penalty: 3710.756836
	Iteration 12Q: 3 clusters Score -1.147704e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -11477420.000000 Penalty: 3710.756836
	Iteration 13Q: 3 clusters Score -1.147742e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -11477894.000000 Penalty: 3710.756836
	Iteration 14Q: 3 clusters Score -1.147789e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -11478413.000000 Penalty: 3710.756836
	Iteration 15Q: 3 clusters Score -1.147841e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -11478984.000000 Penalty: 3710.756836
	Iteration 16Q: 3 clusters Score -1.147898e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -11479575.000000 Penalty: 3710.756836
	Iteration 17Q: 3 clusters Score -1.147958e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -11480442.000000 Penalty: 3710.756836
	Iteration 18Q: 3 clusters Score -1.148044e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -11481135.000000 Penalty: 3710.756836
	Iteration 19Q: 3 clusters Score -1.148114e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -11481971.000000 Penalty: 3710.756836
	Iteration 20F: 3 clusters Score -1.148197e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -11482677.000000 Penalty: 3710.756836
	Iteration 21Q: 3 clusters Score -1.148268e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -11483060.000000 Penalty: 3710.756836
	Iteration 22Q: 3 clusters Score -1.148306e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -11483368.000000 Penalty: 3710.756836
	Iteration 23Q: 3 clusters Score -1.148337e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -11483572.000000 Penalty: 3710.756836
	Iteration 24Q: 3 clusters Score -1.148357e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -11483741.000000 Penalty: 3710.756836
	Iteration 25Q: 3 clusters Score -1.148374e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -11483739.000000 Penalty: 3710.756836
	Iteration 26Q: 3 clusters Score -1.148374e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -11483769.000000 Penalty: 3710.756836
	Iteration 27Q: 3 clusters Score -1.148377e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -11483824.000000 Penalty: 3710.756836
	Iteration 28Q: 3 clusters Score -1.148382e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -11483818.000000 Penalty: 3710.756836
	Iteration 29Q: 3 clusters Score -1.148382e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -11483889.000000 Penalty: 3710.756836
	Iteration 30Q: 3 clusters Score -1.148389e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -11483818.000000 Penalty: 3710.756836
	Iteration 31Q: 3 clusters Score -1.148382e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -11483887.000000 Penalty: 3710.756836
	Iteration 32Q: 3 clusters Score -1.148389e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -11483862.000000 Penalty: 3710.756836
	Iteration 33Q: 3 clusters Score -1.148386e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -11483880.000000 Penalty: 3710.756836
	Iteration 34Q: 3 clusters Score -1.148388e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -11483920.000000 Penalty: 3710.756836
	Iteration 35Q: 3 clusters Score -1.148392e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -11483903.000000 Penalty: 3710.756836
	Iteration 36Q: 3 clusters Score -1.14839e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -11483921.000000 Penalty: 3710.756836
	Iteration 37Q: 3 clusters Score -1.148392e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -11483883.000000 Penalty: 3710.756836
	Iteration 38Q: 3 clusters Score -1.148388e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -11483917.000000 Penalty: 3710.756836
	Iteration 39Q: 3 clusters Score -1.148392e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -11483893.000000 Penalty: 3710.756836
	Iteration 40F: 3 clusters Score -1.148389e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -11483903.000000 Penalty: 3710.756836
	Iteration 41Q: 3 clusters Score -1.14839e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -11483854.000000 Penalty: 3710.756836
	Iteration 42Q: 3 clusters Score -1.148385e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -11483783.000000 Penalty: 3710.756836
	Iteration 43Q: 3 clusters Score -1.148378e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -11483742.000000 Penalty: 3710.756836
	Iteration 44Q: 3 clusters Score -1.148374e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -11483727.000000 Penalty: 3710.756836
	Iteration 45Q: 3 clusters Score -1.148373e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -11483696.000000 Penalty: 3710.756836
	Iteration 46Q: 3 clusters Score -1.14837e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -11483654.000000 Penalty: 3710.756836
	Iteration 47Q: 3 clusters Score -1.148365e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -11483606.000000 Penalty: 3710.756836
	Iteration 48Q: 3 clusters Score -1.148361e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -11483574.000000 Penalty: 3710.756836
	Iteration 49Q: 3 clusters Score -1.148357e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -11483545.000000 Penalty: 3710.756836
	Iteration 50Q: 3 clusters Score -1.148354e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -11483471.000000 Penalty: 3710.756836
	Iteration 51Q: 3 clusters Score -1.148347e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -11483385.000000 Penalty: 3710.756836
	Iteration 52Q: 3 clusters Score -1.148338e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -11483282.000000 Penalty: 3710.756836
	Iteration 53Q: 3 clusters Score -1.148328e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -11483225.000000 Penalty: 3710.756836
	Iteration 54Q: 3 clusters Score -1.148322e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -11483186.000000 Penalty: 3710.756836
	Iteration 55Q: 3 clusters Score -1.148319e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -11483114.000000 Penalty: 3710.756836
	Iteration 56Q: 3 clusters Score -1.148311e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -11483032.000000 Penalty: 3710.756836
	Iteration 57Q: 3 clusters Score -1.148303e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -11482957.000000 Penalty: 3710.756836
	Iteration 58Q: 3 clusters Score -1.148296e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -11482928.000000 Penalty: 3710.756836
	Iteration 59Q: 3 clusters Score -1.148293e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -11482957.000000 Penalty: 3710.756836
	Iteration 60F: 3 clusters Score -1.148296e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -11482871.000000 Penalty: 3710.756836
	Iteration 61Q: 3 clusters Score -1.148287e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -11482815.000000 Penalty: 3710.756836
	Iteration 62Q: 3 clusters Score -1.148282e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -11482742.000000 Penalty: 3710.756836
	Iteration 63Q: 3 clusters Score -1.148274e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -11482663.000000 Penalty: 3710.756836
	Iteration 64Q: 3 clusters Score -1.148266e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -11482587.000000 Penalty: 3710.756836
	Iteration 65Q: 3 clusters Score -1.148259e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -11482600.000000 Penalty: 3710.756836
	Iteration 66Q: 3 clusters Score -1.14826e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -11482539.000000 Penalty: 3710.756836
	Iteration 67Q: 3 clusters Score -1.148254e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -11482468.000000 Penalty: 3710.756836
	Iteration 68Q: 3 clusters Score -1.148247e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -11482409.000000 Penalty: 3710.756836
	Iteration 69Q: 3 clusters Score -1.148241e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -11482345.000000 Penalty: 3710.756836
	Iteration 70Q: 3 clusters Score -1.148234e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -11482242.000000 Penalty: 3710.756836
	Iteration 71Q: 3 clusters Score -1.148224e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -11482194.000000 Penalty: 3710.756836
	Iteration 72Q: 3 clusters Score -1.148219e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -11482160.000000 Penalty: 3710.756836
	Iteration 73Q: 3 clusters Score -1.148216e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -11482123.000000 Penalty: 3710.756836
	Iteration 74Q: 3 clusters Score -1.148212e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -11482083.000000 Penalty: 3710.756836
	Iteration 75Q: 3 clusters Score -1.148208e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -11481994.000000 Penalty: 3710.756836
	Iteration 76Q: 3 clusters Score -1.148199e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -11481961.000000 Penalty: 3710.756836
	Iteration 77Q: 3 clusters Score -1.148196e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -11481882.000000 Penalty: 3710.756836
	Iteration 78Q: 3 clusters Score -1.148188e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -11481837.000000 Penalty: 3710.756836
	Iteration 79Q: 3 clusters Score -1.148184e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -11481810.000000 Penalty: 3710.756836
	Iteration 80F: 3 clusters Score -1.148181e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -11481795.000000 Penalty: 3710.756836
	Iteration 81Q: 3 clusters Score -1.14818e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -11481803.000000 Penalty: 3710.756836
	Iteration 82Q: 3 clusters Score -1.14818e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -11481779.000000 Penalty: 3710.756836
	Iteration 83Q: 3 clusters Score -1.148178e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -11481721.000000 Penalty: 3710.756836
	Iteration 84Q: 3 clusters Score -1.148172e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -11481714.000000 Penalty: 3710.756836
	Iteration 85Q: 3 clusters Score -1.148171e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -11481704.000000 Penalty: 3710.756836
	Iteration 86Q: 3 clusters Score -1.14817e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -11481657.000000 Penalty: 3710.756836
	Iteration 87Q: 3 clusters Score -1.148166e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -11481608.000000 Penalty: 3710.756836
	Iteration 88Q: 3 clusters Score -1.148161e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -11481577.000000 Penalty: 3710.756836
	Iteration 89Q: 3 clusters Score -1.148158e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -11481550.000000 Penalty: 3710.756836
	Iteration 90Q: 3 clusters Score -1.148155e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -11481484.000000 Penalty: 3710.756836
	Iteration 91Q: 3 clusters Score -1.148148e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -11481421.000000 Penalty: 3710.756836
	Iteration 92Q: 3 clusters Score -1.148142e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -11481410.000000 Penalty: 3710.756836
	Iteration 93Q: 3 clusters Score -1.148141e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -11481402.000000 Penalty: 3710.756836
	Iteration 94Q: 3 clusters Score -1.14814e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -11481377.000000 Penalty: 3710.756836
	Iteration 95Q: 3 clusters Score -1.148138e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -11481310.000000 Penalty: 3710.756836
	Iteration 96Q: 3 clusters Score -1.148131e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -11481307.000000 Penalty: 3710.756836
	Iteration 97Q: 3 clusters Score -1.148131e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -11481356.000000 Penalty: 3710.756836
	Iteration 98Q: 3 clusters Score -1.148136e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -11481338.000000 Penalty: 3710.756836
	Iteration 99Q: 3 clusters Score -1.148134e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -11481417.000000 Penalty: 3710.756836
	Iteration 100F: 3 clusters Score -1.148142e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -11481389.000000 Penalty: 3710.756836
	Iteration 101Q: 3 clusters Score -1.148139e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -11481434.000000 Penalty: 3710.756836
	Iteration 102Q: 3 clusters Score -1.148143e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -11481444.000000 Penalty: 3710.756836
	Iteration 103Q: 3 clusters Score -1.148144e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -11481510.000000 Penalty: 3710.756836
	Iteration 104Q: 3 clusters Score -1.148151e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -11481528.000000 Penalty: 3710.756836
	Iteration 105Q: 3 clusters Score -1.148153e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -11481529.000000 Penalty: 3710.756836
	Iteration 106Q: 3 clusters Score -1.148153e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -11481596.000000 Penalty: 3710.756836
	Iteration 107Q: 3 clusters Score -1.14816e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -11481843.000000 Penalty: 3710.756836
	Iteration 108Q: 3 clusters Score -1.148184e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81714 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -11482306.000000 Penalty: 3710.756836
	Iteration 109Q: 3 clusters Score -1.148231e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -11482653.000000 Penalty: 3710.756836
	Iteration 110Q: 3 clusters Score -1.148265e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -11483006.000000 Penalty: 3710.756836
	Iteration 111Q: 3 clusters Score -1.148301e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -11483364.000000 Penalty: 3710.756836
	Iteration 112Q: 3 clusters Score -1.148336e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -11483712.000000 Penalty: 3710.756836
	Iteration 113Q: 3 clusters Score -1.148371e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -11484057.000000 Penalty: 3710.756836
	Iteration 114Q: 3 clusters Score -1.148406e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -11484353.000000 Penalty: 3710.756836
	Iteration 115Q: 3 clusters Score -1.148435e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -11484731.000000 Penalty: 3710.756836
	Iteration 116Q: 3 clusters Score -1.148473e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -11484999.000000 Penalty: 3710.756836
	Iteration 117Q: 3 clusters Score -1.1485e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -11485230.000000 Penalty: 3710.756836
	Iteration 118Q: 3 clusters Score -1.148523e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -11485455.000000 Penalty: 3710.756836
	Iteration 119Q: 3 clusters Score -1.148546e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -11485685.000000 Penalty: 3710.756836
	Iteration 120F: 3 clusters Score -1.148568e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -11485945.000000 Penalty: 3710.756836
	Iteration 121Q: 3 clusters Score -1.148594e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85538 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -11486216.000000 Penalty: 3710.756836
	Iteration 122Q: 3 clusters Score -1.148622e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -11486352.000000 Penalty: 3710.756836
	Iteration 123Q: 3 clusters Score -1.148635e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85978 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -11486530.000000 Penalty: 3710.756836
	Iteration 124Q: 3 clusters Score -1.148653e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -11486675.000000 Penalty: 3710.756836
	Iteration 125Q: 3 clusters Score -1.148668e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -11486824.000000 Penalty: 3710.756836
	Iteration 126Q: 3 clusters Score -1.148682e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -11486980.000000 Penalty: 3710.756836
	Iteration 127Q: 3 clusters Score -1.148698e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -11487104.000000 Penalty: 3710.756836
	Iteration 128Q: 3 clusters Score -1.14871e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -11487265.000000 Penalty: 3710.756836
	Iteration 129Q: 3 clusters Score -1.148726e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -11487427.000000 Penalty: 3710.756836
	Iteration 130Q: 3 clusters Score -1.148743e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -11487541.000000 Penalty: 3710.756836
	Iteration 131Q: 3 clusters Score -1.148754e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -11487628.000000 Penalty: 3710.756836
	Iteration 132Q: 3 clusters Score -1.148763e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -11487699.000000 Penalty: 3710.756836
	Iteration 133Q: 3 clusters Score -1.14877e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87804 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -11487720.000000 Penalty: 3710.756836
	Iteration 134Q: 3 clusters Score -1.148772e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -11487770.000000 Penalty: 3710.756836
	Iteration 135Q: 3 clusters Score -1.148777e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -11487811.000000 Penalty: 3710.756836
	Iteration 136Q: 3 clusters Score -1.148781e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -11487863.000000 Penalty: 3710.756836
	Iteration 137Q: 3 clusters Score -1.148786e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -11487908.000000 Penalty: 3710.756836
	Iteration 138Q: 3 clusters Score -1.148791e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88385 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -11487969.000000 Penalty: 3710.756836
	Iteration 139Q: 3 clusters Score -1.148797e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -11488005.000000 Penalty: 3710.756836
	Iteration 140F: 3 clusters Score -1.1488e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -11488061.000000 Penalty: 3710.756836
	Iteration 141Q: 3 clusters Score -1.148806e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88691 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -11488130.000000 Penalty: 3710.756836
	Iteration 142Q: 3 clusters Score -1.148813e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -11488177.000000 Penalty: 3710.756836
	Iteration 143Q: 3 clusters Score -1.148818e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -11488228.000000 Penalty: 3710.756836
	Iteration 144Q: 3 clusters Score -1.148823e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11488288.000000 Penalty: 3710.756836
	Iteration 145Q: 3 clusters Score -1.148829e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -11488320.000000 Penalty: 3710.756836
	Iteration 146Q: 3 clusters Score -1.148832e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89098 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -11488350.000000 Penalty: 3710.756836
	Iteration 147Q: 3 clusters Score -1.148835e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -11488395.000000 Penalty: 3710.756836
	Iteration 148Q: 3 clusters Score -1.14884e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -11488407.000000 Penalty: 3710.756836
	Iteration 149Q: 3 clusters Score -1.148841e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -11488423.000000 Penalty: 3710.756836
	Iteration 150Q: 3 clusters Score -1.148842e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11488439.000000 Penalty: 3710.756836
	Iteration 151Q: 3 clusters Score -1.148844e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89343 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11488437.000000 Penalty: 3710.756836
	Iteration 152Q: 3 clusters Score -1.148844e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11488453.000000 Penalty: 3710.756836
	Iteration 153Q: 3 clusters Score -1.148845e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11488476.000000 Penalty: 3710.756836
	Iteration 154Q: 3 clusters Score -1.148848e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11488496.000000 Penalty: 3710.756836
	Iteration 155Q: 3 clusters Score -1.14885e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11488494.000000 Penalty: 3710.756836
	Iteration 156Q: 3 clusters Score -1.148849e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11488502.000000 Penalty: 3710.756836
	Iteration 157Q: 3 clusters Score -1.14885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11488536.000000 Penalty: 3710.756836
	Iteration 158Q: 3 clusters Score -1.148854e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89595 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11488534.000000 Penalty: 3710.756836
	Iteration 159Q: 3 clusters Score -1.148853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -11488526.000000 Penalty: 3710.756836
	Iteration 160F: 3 clusters Score -1.148853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11488534.000000 Penalty: 3710.756836
	Iteration 161Q: 3 clusters Score -1.148853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -11488527.000000 Penalty: 3710.756836
	Iteration 162Q: 3 clusters Score -1.148853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11488542.000000 Penalty: 3710.756836
	Iteration 163Q: 3 clusters Score -1.148854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11488558.000000 Penalty: 3710.756836
	Iteration 164Q: 3 clusters Score -1.148856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -11488562.000000 Penalty: 3710.756836
	Iteration 165Q: 3 clusters Score -1.148856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11488585.000000 Penalty: 3710.756836
	Iteration 166Q: 3 clusters Score -1.148858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -11488578.000000 Penalty: 3710.756836
	Iteration 167Q: 3 clusters Score -1.148858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11488572.000000 Penalty: 3710.756836
	Iteration 168Q: 3 clusters Score -1.148857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -11488587.000000 Penalty: 3710.756836
	Iteration 169Q: 3 clusters Score -1.148859e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11488611.000000 Penalty: 3710.756836
	Iteration 170Q: 3 clusters Score -1.148861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -11488617.000000 Penalty: 3710.756836
	Iteration 171Q: 3 clusters Score -1.148862e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11488630.000000 Penalty: 3710.756836
	Iteration 172Q: 3 clusters Score -1.148863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11488652.000000 Penalty: 3710.756836
	Iteration 173Q: 3 clusters Score -1.148865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11488660.000000 Penalty: 3710.756836
	Iteration 174Q: 3 clusters Score -1.148866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89864 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11488666.000000 Penalty: 3710.756836
	Iteration 175Q: 3 clusters Score -1.148867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11488666.000000 Penalty: 3710.756836
	Iteration 176Q: 3 clusters Score -1.148867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11488656.000000 Penalty: 3710.756836
	Iteration 177Q: 3 clusters Score -1.148866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11488666.000000 Penalty: 3710.756836
	Iteration 178Q: 3 clusters Score -1.148867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11488676.000000 Penalty: 3710.756836
	Iteration 179Q: 3 clusters Score -1.148868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11488682.000000 Penalty: 3710.756836
	Iteration 180F: 3 clusters Score -1.148868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11488684.000000 Penalty: 3710.756836
	Iteration 181Q: 3 clusters Score -1.148868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11488689.000000 Penalty: 3710.756836
	Iteration 182Q: 3 clusters Score -1.148869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89908 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -11488691.000000 Penalty: 3710.756836
	Iteration 183Q: 3 clusters Score -1.148869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11488682.000000 Penalty: 3710.756836
	Iteration 184Q: 3 clusters Score -1.148868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11488698.000000 Penalty: 3710.756836
	Iteration 185Q: 3 clusters Score -1.14887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11488696.000000 Penalty: 3710.756836
	Iteration 186Q: 3 clusters Score -1.14887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -11488690.000000 Penalty: 3710.756836
	Iteration 187Q: 3 clusters Score -1.148869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11488690.000000 Penalty: 3710.756836
	Iteration 188Q: 3 clusters Score -1.148869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -11488689.000000 Penalty: 3710.756836
	Iteration 189Q: 3 clusters Score -1.148869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11488696.000000 Penalty: 3710.756836
	Iteration 190Q: 3 clusters Score -1.14887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -11488712.000000 Penalty: 3710.756836
	Iteration 191Q: 3 clusters Score -1.148871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11488713.000000 Penalty: 3710.756836
	Iteration 192Q: 3 clusters Score -1.148871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89993 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11488708.000000 Penalty: 3710.756836
	Iteration 193Q: 3 clusters Score -1.148871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11488715.000000 Penalty: 3710.756836
	Iteration 194Q: 3 clusters Score -1.148872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11488712.000000 Penalty: 3710.756836
	Iteration 195Q: 3 clusters Score -1.148871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11488714.000000 Penalty: 3710.756836
	Iteration 196Q: 3 clusters Score -1.148871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11488710.000000 Penalty: 3710.756836
	Iteration 197Q: 3 clusters Score -1.148871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11488712.000000 Penalty: 3710.756836
	Iteration 198Q: 3 clusters Score -1.148871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11488708.000000 Penalty: 3710.756836
	Iteration 199Q: 3 clusters Score -1.148871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11488715.000000 Penalty: 3710.756836
	Iteration 200F: 3 clusters Score -1.148872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11488715.000000 Penalty: 3710.756836
	Iteration 201Q: 3 clusters Score -1.148872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90041 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11488718.000000 Penalty: 3710.756836
	Iteration 202Q: 3 clusters Score -1.148872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11488716.000000 Penalty: 3710.756836
	Iteration 203Q: 3 clusters Score -1.148872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11488722.000000 Penalty: 3710.756836
	Iteration 204Q: 3 clusters Score -1.148872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11488723.000000 Penalty: 3710.756836
	Iteration 205Q: 3 clusters Score -1.148872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11488717.000000 Penalty: 3710.756836
	Iteration 206Q: 3 clusters Score -1.148872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11488727.000000 Penalty: 3710.756836
	Iteration 207Q: 3 clusters Score -1.148873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11488722.000000 Penalty: 3710.756836
	Iteration 208Q: 3 clusters Score -1.148872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11488722.000000 Penalty: 3710.756836
	Iteration 209Q: 3 clusters Score -1.148872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -11488725.000000 Penalty: 3710.756836
	Iteration 210Q: 3 clusters Score -1.148872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11488722.000000 Penalty: 3710.756836
	Iteration 211Q: 3 clusters Score -1.148872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11488717.000000 Penalty: 3710.756836
	Iteration 212Q: 3 clusters Score -1.148872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11488722.000000 Penalty: 3710.756836
	Iteration 213Q: 3 clusters Score -1.148872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11488719.000000 Penalty: 3710.756836
	Iteration 214Q: 3 clusters Score -1.148872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11488732.000000 Penalty: 3710.756836
	Iteration 215Q: 3 clusters Score -1.148873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11488726.000000 Penalty: 3710.756836
	Iteration 216Q: 3 clusters Score -1.148873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11488726.000000 Penalty: 3710.756836
	Iteration 217Q: 3 clusters Score -1.148873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11488728.000000 Penalty: 3710.756836
	Iteration 218Q: 3 clusters Score -1.148873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11488725.000000 Penalty: 3710.756836
	Iteration 219Q: 3 clusters Score -1.148872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90093 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11488736.000000 Penalty: 3710.756836
	Iteration 220F: 3 clusters Score -1.148874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -481046.406250 Penalty: 1351.597290
	Iteration 0F: 2 clusters Score -481046.4 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 2071 members 
Entering Unmasked Estep 
Score: -477651.937500 Penalty: 2703.194580
	Iteration 0F: 3 clusters Score -477651.9 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -478528.593750 Penalty: 2703.194580
	Iteration 1F: 3 clusters Score -478528.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -478705.718750 Penalty: 2703.194580
	Iteration 2F: 3 clusters Score -478705.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -478829.468750 Penalty: 2703.194580
	Iteration 3F: 3 clusters Score -478829.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -478923.000000 Penalty: 2703.194580
	Iteration 4Q: 3 clusters Score -478923 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -478989.781250 Penalty: 2703.194580
	Iteration 5Q: 3 clusters Score -478989.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -479047.312500 Penalty: 2703.194580
	Iteration 6Q: 3 clusters Score -479047.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -479118.187500 Penalty: 2703.194580
	Iteration 7Q: 3 clusters Score -479118.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -479183.406250 Penalty: 2703.194580
	Iteration 8Q: 3 clusters Score -479183.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -479247.406250 Penalty: 2703.194580
	Iteration 9Q: 3 clusters Score -479247.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -479325.125000 Penalty: 2703.194580
	Iteration 10Q: 3 clusters Score -479325.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -479410.375000 Penalty: 2703.194580
	Iteration 11Q: 3 clusters Score -479410.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -479512.187500 Penalty: 2703.194580
	Iteration 12Q: 3 clusters Score -479512.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -479625.093750 Penalty: 2703.194580
	Iteration 13Q: 3 clusters Score -479625.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -479745.500000 Penalty: 2703.194580
	Iteration 14Q: 3 clusters Score -479745.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -479849.468750 Penalty: 2703.194580
	Iteration 15Q: 3 clusters Score -479849.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -479932.281250 Penalty: 2703.194580
	Iteration 16Q: 3 clusters Score -479932.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -480000.718750 Penalty: 2703.194580
	Iteration 17Q: 3 clusters Score -480000.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -480070.687500 Penalty: 2703.194580
	Iteration 18Q: 3 clusters Score -480070.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -480125.437500 Penalty: 2703.194580
	Iteration 19Q: 3 clusters Score -480125.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -480171.156250 Penalty: 2703.194580
	Iteration 20F: 3 clusters Score -480171.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -480216.562500 Penalty: 2703.194580
	Iteration 21Q: 3 clusters Score -480216.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -480250.156250 Penalty: 2703.194580
	Iteration 22Q: 3 clusters Score -480250.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -480289.781250 Penalty: 2703.194580
	Iteration 23Q: 3 clusters Score -480289.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -480322.250000 Penalty: 2703.194580
	Iteration 24Q: 3 clusters Score -480322.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -480358.843750 Penalty: 2703.194580
	Iteration 25Q: 3 clusters Score -480358.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -480398.500000 Penalty: 2703.194580
	Iteration 26Q: 3 clusters Score -480398.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -480431.375000 Penalty: 2703.194580
	Iteration 27Q: 3 clusters Score -480431.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -480450.593750 Penalty: 2703.194580
	Iteration 28Q: 3 clusters Score -480450.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -480468.093750 Penalty: 2703.194580
	Iteration 29Q: 3 clusters Score -480468.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -480487.843750 Penalty: 2703.194580
	Iteration 30Q: 3 clusters Score -480487.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -480504.531250 Penalty: 2703.194580
	Iteration 31Q: 3 clusters Score -480504.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -480518.531250 Penalty: 2703.194580
	Iteration 32Q: 3 clusters Score -480518.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -480530.031250 Penalty: 2703.194580
	Iteration 33Q: 3 clusters Score -480530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -480540.281250 Penalty: 2703.194580
	Iteration 34Q: 3 clusters Score -480540.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -480548.531250 Penalty: 2703.194580
	Iteration 35Q: 3 clusters Score -480548.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -480558.750000 Penalty: 2703.194580
	Iteration 36Q: 3 clusters Score -480558.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -480567.406250 Penalty: 2703.194580
	Iteration 37Q: 3 clusters Score -480567.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -480572.187500 Penalty: 2703.194580
	Iteration 38Q: 3 clusters Score -480572.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -480577.218750 Penalty: 2703.194580
	Iteration 39Q: 3 clusters Score -480577.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -480582.437500 Penalty: 2703.194580
	Iteration 40F: 3 clusters Score -480582.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -480587.312500 Penalty: 2703.194580
	Iteration 41Q: 3 clusters Score -480587.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -480588.937500 Penalty: 2703.194580
	Iteration 42Q: 3 clusters Score -480588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -480590.031250 Penalty: 2703.194580
	Iteration 43Q: 3 clusters Score -480590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -480590.718750 Penalty: 2703.194580
	Iteration 44Q: 3 clusters Score -480590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -480591.218750 Penalty: 2703.194580
	Iteration 45Q: 3 clusters Score -480591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -480590.875000 Penalty: 2703.194580
	Iteration 46Q: 3 clusters Score -480590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -480591.843750 Penalty: 2703.194580
	Iteration 47Q: 3 clusters Score -480591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -480591.843750 Penalty: 2703.194580
	Iteration 48F: 3 clusters Score -480591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (89389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Entering Unmasked Estep 
Score: -10955380.000000 Penalty: 1852.622314
	Iteration 0F: 2 clusters Score -1.095538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -10895812.000000 Penalty: 3705.244629
	Iteration 0F: 3 clusters Score -1.089581e+07 nChanged 42611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -10920960.000000 Penalty: 3705.244629
	Iteration 1F: 3 clusters Score -1.092096e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -10922376.000000 Penalty: 3705.244629
	Iteration 2Q: 3 clusters Score -1.092238e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -10924548.000000 Penalty: 3705.244629
	Iteration 3Q: 3 clusters Score -1.092455e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -10927722.000000 Penalty: 3705.244629
	Iteration 4F: 3 clusters Score -1.092772e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -10932424.000000 Penalty: 3705.244629
	Iteration 5F: 3 clusters Score -1.093242e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -10938012.000000 Penalty: 3705.244629
	Iteration 6F: 3 clusters Score -1.093801e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -10943311.000000 Penalty: 3705.244629
	Iteration 7F: 3 clusters Score -1.094331e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -10946999.000000 Penalty: 3705.244629
	Iteration 8Q: 3 clusters Score -1.0947e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -10949733.000000 Penalty: 3705.244629
	Iteration 9Q: 3 clusters Score -1.094973e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84547 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -10951427.000000 Penalty: 3705.244629
	Iteration 10Q: 3 clusters Score -1.095143e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -10952426.000000 Penalty: 3705.244629
	Iteration 11Q: 3 clusters Score -1.095243e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86855 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -10953008.000000 Penalty: 3705.244629
	Iteration 12Q: 3 clusters Score -1.095301e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -10953356.000000 Penalty: 3705.244629
	Iteration 13Q: 3 clusters Score -1.095336e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -10953543.000000 Penalty: 3705.244629
	Iteration 14Q: 3 clusters Score -1.095354e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10953661.000000 Penalty: 3705.244629
	Iteration 15Q: 3 clusters Score -1.095366e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10953741.000000 Penalty: 3705.244629
	Iteration 16Q: 3 clusters Score -1.095374e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10953781.000000 Penalty: 3705.244629
	Iteration 17Q: 3 clusters Score -1.095378e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10953828.000000 Penalty: 3705.244629
	Iteration 18Q: 3 clusters Score -1.095383e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10953846.000000 Penalty: 3705.244629
	Iteration 19Q: 3 clusters Score -1.095385e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88630 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10953841.000000 Penalty: 3705.244629
	Iteration 20F: 3 clusters Score -1.095384e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10953859.000000 Penalty: 3705.244629
	Iteration 21Q: 3 clusters Score -1.095386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10953857.000000 Penalty: 3705.244629
	Iteration 22Q: 3 clusters Score -1.095386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10953870.000000 Penalty: 3705.244629
	Iteration 23Q: 3 clusters Score -1.095387e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10953893.000000 Penalty: 3705.244629
	Iteration 24Q: 3 clusters Score -1.095389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10953905.000000 Penalty: 3705.244629
	Iteration 25Q: 3 clusters Score -1.09539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10953903.000000 Penalty: 3705.244629
	Iteration 26Q: 3 clusters Score -1.09539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88720 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10953917.000000 Penalty: 3705.244629
	Iteration 27Q: 3 clusters Score -1.095392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10953923.000000 Penalty: 3705.244629
	Iteration 28Q: 3 clusters Score -1.095392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10953908.000000 Penalty: 3705.244629
	Iteration 29Q: 3 clusters Score -1.095391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10953910.000000 Penalty: 3705.244629
	Iteration 30Q: 3 clusters Score -1.095391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10953913.000000 Penalty: 3705.244629
	Iteration 31Q: 3 clusters Score -1.095391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10953917.000000 Penalty: 3705.244629
	Iteration 32Q: 3 clusters Score -1.095392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10953904.000000 Penalty: 3705.244629
	Iteration 33Q: 3 clusters Score -1.09539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10953915.000000 Penalty: 3705.244629
	Iteration 34Q: 3 clusters Score -1.095392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10953913.000000 Penalty: 3705.244629
	Iteration 35Q: 3 clusters Score -1.095391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10953916.000000 Penalty: 3705.244629
	Iteration 36Q: 3 clusters Score -1.095392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10953916.000000 Penalty: 3705.244629
	Iteration 37F: 3 clusters Score -1.095392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Entering Unmasked Estep 
Score: -701051.125000 Penalty: 1407.909790
	Iteration 0F: 2 clusters Score -701051.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -696616.375000 Penalty: 2815.819580
	Iteration 0F: 3 clusters Score -696616.4 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -697932.125000 Penalty: 2815.819580
	Iteration 1F: 3 clusters Score -697932.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -698136.062500 Penalty: 2815.819580
	Iteration 2F: 3 clusters Score -698136.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -698275.312500 Penalty: 2815.819580
	Iteration 3F: 3 clusters Score -698275.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -698413.375000 Penalty: 2815.819580
	Iteration 4Q: 3 clusters Score -698413.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -698548.750000 Penalty: 2815.819580
	Iteration 5Q: 3 clusters Score -698548.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -698664.437500 Penalty: 2815.819580
	Iteration 6Q: 3 clusters Score -698664.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -698754.875000 Penalty: 2815.819580
	Iteration 7Q: 3 clusters Score -698754.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -698843.437500 Penalty: 2815.819580
	Iteration 8Q: 3 clusters Score -698843.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -698945.937500 Penalty: 2815.819580
	Iteration 9Q: 3 clusters Score -698945.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -699029.812500 Penalty: 2815.819580
	Iteration 10Q: 3 clusters Score -699029.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -699116.687500 Penalty: 2815.819580
	Iteration 11Q: 3 clusters Score -699116.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -699192.062500 Penalty: 2815.819580
	Iteration 12Q: 3 clusters Score -699192.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -699262.812500 Penalty: 2815.819580
	Iteration 13Q: 3 clusters Score -699262.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -699315.750000 Penalty: 2815.819580
	Iteration 14Q: 3 clusters Score -699315.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -699357.312500 Penalty: 2815.819580
	Iteration 15Q: 3 clusters Score -699357.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -699391.750000 Penalty: 2815.819580
	Iteration 16Q: 3 clusters Score -699391.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -699431.750000 Penalty: 2815.819580
	Iteration 17Q: 3 clusters Score -699431.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -699465.437500 Penalty: 2815.819580
	Iteration 18Q: 3 clusters Score -699465.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -699499.187500 Penalty: 2815.819580
	Iteration 19Q: 3 clusters Score -699499.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -699516.562500 Penalty: 2815.819580
	Iteration 20F: 3 clusters Score -699516.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -699527.562500 Penalty: 2815.819580
	Iteration 21Q: 3 clusters Score -699527.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -699540.562500 Penalty: 2815.819580
	Iteration 22Q: 3 clusters Score -699540.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -699552.562500 Penalty: 2815.819580
	Iteration 23Q: 3 clusters Score -699552.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -699564.687500 Penalty: 2815.819580
	Iteration 24Q: 3 clusters Score -699564.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -699572.687500 Penalty: 2815.819580
	Iteration 25Q: 3 clusters Score -699572.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -699582.250000 Penalty: 2815.819580
	Iteration 26Q: 3 clusters Score -699582.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -699585.687500 Penalty: 2815.819580
	Iteration 27Q: 3 clusters Score -699585.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -699597.375000 Penalty: 2815.819580
	Iteration 28Q: 3 clusters Score -699597.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -699610.812500 Penalty: 2815.819580
	Iteration 29Q: 3 clusters Score -699610.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -699624.250000 Penalty: 2815.819580
	Iteration 30Q: 3 clusters Score -699624.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -699634.062500 Penalty: 2815.819580
	Iteration 31Q: 3 clusters Score -699634.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -699649.312500 Penalty: 2815.819580
	Iteration 32Q: 3 clusters Score -699649.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -699662.312500 Penalty: 2815.819580
	Iteration 33Q: 3 clusters Score -699662.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -699675.750000 Penalty: 2815.819580
	Iteration 34Q: 3 clusters Score -699675.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -699688.625000 Penalty: 2815.819580
	Iteration 35Q: 3 clusters Score -699688.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -699696.375000 Penalty: 2815.819580
	Iteration 36Q: 3 clusters Score -699696.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -699706.000000 Penalty: 2815.819580
	Iteration 37Q: 3 clusters Score -699706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -699715.187500 Penalty: 2815.819580
	Iteration 38Q: 3 clusters Score -699715.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -699719.625000 Penalty: 2815.819580
	Iteration 39Q: 3 clusters Score -699719.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -699725.250000 Penalty: 2815.819580
	Iteration 40F: 3 clusters Score -699725.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -699731.875000 Penalty: 2815.819580
	Iteration 41Q: 3 clusters Score -699731.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -699736.437500 Penalty: 2815.819580
	Iteration 42Q: 3 clusters Score -699736.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -699741.812500 Penalty: 2815.819580
	Iteration 43Q: 3 clusters Score -699741.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -699746.250000 Penalty: 2815.819580
	Iteration 44Q: 3 clusters Score -699746.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -699753.312500 Penalty: 2815.819580
	Iteration 45Q: 3 clusters Score -699753.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -699761.250000 Penalty: 2815.819580
	Iteration 46Q: 3 clusters Score -699761.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -699769.562500 Penalty: 2815.819580
	Iteration 47Q: 3 clusters Score -699769.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -699776.000000 Penalty: 2815.819580
	Iteration 48Q: 3 clusters Score -699776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -699779.750000 Penalty: 2815.819580
	Iteration 49Q: 3 clusters Score -699779.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -699781.687500 Penalty: 2815.819580
	Iteration 50Q: 3 clusters Score -699781.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -699788.375000 Penalty: 2815.819580
	Iteration 51Q: 3 clusters Score -699788.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -699794.437500 Penalty: 2815.819580
	Iteration 52Q: 3 clusters Score -699794.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -699798.062500 Penalty: 2815.819580
	Iteration 53Q: 3 clusters Score -699798.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -699802.437500 Penalty: 2815.819580
	Iteration 54Q: 3 clusters Score -699802.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -699805.187500 Penalty: 2815.819580
	Iteration 55Q: 3 clusters Score -699805.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -699807.937500 Penalty: 2815.819580
	Iteration 56Q: 3 clusters Score -699807.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -699809.625000 Penalty: 2815.819580
	Iteration 57Q: 3 clusters Score -699809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -699812.125000 Penalty: 2815.819580
	Iteration 58Q: 3 clusters Score -699812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -699813.437500 Penalty: 2815.819580
	Iteration 59Q: 3 clusters Score -699813.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -699816.687500 Penalty: 2815.819580
	Iteration 60F: 3 clusters Score -699816.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -699817.500000 Penalty: 2815.819580
	Iteration 61Q: 3 clusters Score -699817.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -699818.812500 Penalty: 2815.819580
	Iteration 62Q: 3 clusters Score -699818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -699822.250000 Penalty: 2815.819580
	Iteration 63Q: 3 clusters Score -699822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -699822.625000 Penalty: 2815.819580
	Iteration 64Q: 3 clusters Score -699822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -699824.000000 Penalty: 2815.819580
	Iteration 65Q: 3 clusters Score -699824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -699825.000000 Penalty: 2815.819580
	Iteration 66Q: 3 clusters Score -699825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -699825.375000 Penalty: 2815.819580
	Iteration 67Q: 3 clusters Score -699825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -699826.625000 Penalty: 2815.819580
	Iteration 68Q: 3 clusters Score -699826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -699826.062500 Penalty: 2815.819580
	Iteration 69Q: 3 clusters Score -699826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -699824.937500 Penalty: 2815.819580
	Iteration 70Q: 3 clusters Score -699824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -699826.562500 Penalty: 2815.819580
	Iteration 71Q: 3 clusters Score -699826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -699828.062500 Penalty: 2815.819580
	Iteration 72Q: 3 clusters Score -699828.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -699829.875000 Penalty: 2815.819580
	Iteration 73Q: 3 clusters Score -699829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -699830.062500 Penalty: 2815.819580
	Iteration 74Q: 3 clusters Score -699830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -699831.687500 Penalty: 2815.819580
	Iteration 75Q: 3 clusters Score -699831.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -699831.812500 Penalty: 2815.819580
	Iteration 76Q: 3 clusters Score -699831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -699831.750000 Penalty: 2815.819580
	Iteration 77Q: 3 clusters Score -699831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -699832.125000 Penalty: 2815.819580
	Iteration 78Q: 3 clusters Score -699832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -699832.562500 Penalty: 2815.819580
	Iteration 79Q: 3 clusters Score -699832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -699833.625000 Penalty: 2815.819580
	Iteration 80F: 3 clusters Score -699833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -699834.500000 Penalty: 2815.819580
	Iteration 81Q: 3 clusters Score -699834.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -699834.062500 Penalty: 2815.819580
	Iteration 82Q: 3 clusters Score -699834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -699833.687500 Penalty: 2815.819580
	Iteration 83Q: 3 clusters Score -699833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -699834.250000 Penalty: 2815.819580
	Iteration 84Q: 3 clusters Score -699834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -699834.500000 Penalty: 2815.819580
	Iteration 85Q: 3 clusters Score -699834.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -699834.500000 Penalty: 2815.819580
	Iteration 86F: 3 clusters Score -699834.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (89817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Entering Unmasked Estep 
Score: -11245203.000000 Penalty: 1853.398682
	Iteration 0F: 2 clusters Score -1.12452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -11186706.000000 Penalty: 3706.797363
	Iteration 0F: 3 clusters Score -1.118671e+07 nChanged 43019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -11211860.000000 Penalty: 3706.797363
	Iteration 1F: 3 clusters Score -1.121186e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -11212935.000000 Penalty: 3706.797363
	Iteration 2Q: 3 clusters Score -1.121294e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -11214457.000000 Penalty: 3706.797363
	Iteration 3Q: 3 clusters Score -1.121446e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -11216871.000000 Penalty: 3706.797363
	Iteration 4F: 3 clusters Score -1.121687e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -11220473.000000 Penalty: 3706.797363
	Iteration 5F: 3 clusters Score -1.122047e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -11225327.000000 Penalty: 3706.797363
	Iteration 6F: 3 clusters Score -1.122533e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -11230170.000000 Penalty: 3706.797363
	Iteration 7F: 3 clusters Score -1.123017e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -11233410.000000 Penalty: 3706.797363
	Iteration 8Q: 3 clusters Score -1.123341e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -11234727.000000 Penalty: 3706.797363
	Iteration 9Q: 3 clusters Score -1.123473e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -11235607.000000 Penalty: 3706.797363
	Iteration 10Q: 3 clusters Score -1.123561e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -11236243.000000 Penalty: 3706.797363
	Iteration 11Q: 3 clusters Score -1.123624e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -11236767.000000 Penalty: 3706.797363
	Iteration 12Q: 3 clusters Score -1.123677e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -11237280.000000 Penalty: 3706.797363
	Iteration 13Q: 3 clusters Score -1.123728e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -11237741.000000 Penalty: 3706.797363
	Iteration 14Q: 3 clusters Score -1.123774e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -11238180.000000 Penalty: 3706.797363
	Iteration 15Q: 3 clusters Score -1.123818e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -11238540.000000 Penalty: 3706.797363
	Iteration 16Q: 3 clusters Score -1.123854e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77136 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -11238878.000000 Penalty: 3706.797363
	Iteration 17Q: 3 clusters Score -1.123888e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -11239188.000000 Penalty: 3706.797363
	Iteration 18Q: 3 clusters Score -1.123919e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78213 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -11239423.000000 Penalty: 3706.797363
	Iteration 19Q: 3 clusters Score -1.123942e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -11239742.000000 Penalty: 3706.797363
	Iteration 20F: 3 clusters Score -1.123974e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -11239965.000000 Penalty: 3706.797363
	Iteration 21Q: 3 clusters Score -1.123996e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -11240153.000000 Penalty: 3706.797363
	Iteration 22Q: 3 clusters Score -1.124015e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -11240412.000000 Penalty: 3706.797363
	Iteration 23Q: 3 clusters Score -1.124041e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -11240576.000000 Penalty: 3706.797363
	Iteration 24Q: 3 clusters Score -1.124058e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -11241003.000000 Penalty: 3706.797363
	Iteration 25Q: 3 clusters Score -1.1241e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -11241558.000000 Penalty: 3706.797363
	Iteration 26Q: 3 clusters Score -1.124156e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -11242058.000000 Penalty: 3706.797363
	Iteration 27Q: 3 clusters Score -1.124206e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83782 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -11242488.000000 Penalty: 3706.797363
	Iteration 28Q: 3 clusters Score -1.124249e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -11242928.000000 Penalty: 3706.797363
	Iteration 29Q: 3 clusters Score -1.124293e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85197 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -11243237.000000 Penalty: 3706.797363
	Iteration 30Q: 3 clusters Score -1.124324e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -11243513.000000 Penalty: 3706.797363
	Iteration 31Q: 3 clusters Score -1.124351e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -11243648.000000 Penalty: 3706.797363
	Iteration 32Q: 3 clusters Score -1.124365e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -11243817.000000 Penalty: 3706.797363
	Iteration 33Q: 3 clusters Score -1.124382e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -11243870.000000 Penalty: 3706.797363
	Iteration 34Q: 3 clusters Score -1.124387e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -11243924.000000 Penalty: 3706.797363
	Iteration 35Q: 3 clusters Score -1.124392e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88041 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -11243932.000000 Penalty: 3706.797363
	Iteration 36Q: 3 clusters Score -1.124393e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11243954.000000 Penalty: 3706.797363
	Iteration 37Q: 3 clusters Score -1.124395e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11243964.000000 Penalty: 3706.797363
	Iteration 38Q: 3 clusters Score -1.124396e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11243951.000000 Penalty: 3706.797363
	Iteration 39Q: 3 clusters Score -1.124395e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11243961.000000 Penalty: 3706.797363
	Iteration 40F: 3 clusters Score -1.124396e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11243942.000000 Penalty: 3706.797363
	Iteration 41Q: 3 clusters Score -1.124394e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11243954.000000 Penalty: 3706.797363
	Iteration 42Q: 3 clusters Score -1.124395e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11243938.000000 Penalty: 3706.797363
	Iteration 43Q: 3 clusters Score -1.124394e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11243963.000000 Penalty: 3706.797363
	Iteration 44Q: 3 clusters Score -1.124396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11243951.000000 Penalty: 3706.797363
	Iteration 45Q: 3 clusters Score -1.124395e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11243949.000000 Penalty: 3706.797363
	Iteration 46Q: 3 clusters Score -1.124395e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11243910.000000 Penalty: 3706.797363
	Iteration 47Q: 3 clusters Score -1.124391e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89176 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11243926.000000 Penalty: 3706.797363
	Iteration 48Q: 3 clusters Score -1.124393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11243938.000000 Penalty: 3706.797363
	Iteration 49Q: 3 clusters Score -1.124394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11243943.000000 Penalty: 3706.797363
	Iteration 50Q: 3 clusters Score -1.124394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89241 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -11243948.000000 Penalty: 3706.797363
	Iteration 51Q: 3 clusters Score -1.124395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11243947.000000 Penalty: 3706.797363
	Iteration 52Q: 3 clusters Score -1.124395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11243943.000000 Penalty: 3706.797363
	Iteration 53Q: 3 clusters Score -1.124394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -11243952.000000 Penalty: 3706.797363
	Iteration 54Q: 3 clusters Score -1.124395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11243962.000000 Penalty: 3706.797363
	Iteration 55Q: 3 clusters Score -1.124396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11243962.000000 Penalty: 3706.797363
	Iteration 56Q: 3 clusters Score -1.124396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11243953.000000 Penalty: 3706.797363
	Iteration 57Q: 3 clusters Score -1.124395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89273 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11243961.000000 Penalty: 3706.797363
	Iteration 58Q: 3 clusters Score -1.124396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11243956.000000 Penalty: 3706.797363
	Iteration 59Q: 3 clusters Score -1.124396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11243952.000000 Penalty: 3706.797363
	Iteration 60F: 3 clusters Score -1.124395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11243959.000000 Penalty: 3706.797363
	Iteration 61Q: 3 clusters Score -1.124396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11243959.000000 Penalty: 3706.797363
	Iteration 62F: 3 clusters Score -1.124396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11887.512695 Penalty: 795.898987
	Iteration 0F: 2 clusters Score -11887.51 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 73 members 
Entering Unmasked Estep 
Score: -11317.775391 Penalty: 1591.797974
	Iteration 0F: 3 clusters Score -11317.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11412.697266 Penalty: 1591.797974
	Iteration 1F: 3 clusters Score -11412.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11430.961914 Penalty: 1591.797974
	Iteration 2Q: 3 clusters Score -11430.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11443.570312 Penalty: 1591.797974
	Iteration 3Q: 3 clusters Score -11443.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11443.570312 Penalty: 1591.797974
	Iteration 4F: 3 clusters Score -11443.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (87433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Entering Unmasked Estep 
Score: -10861076.000000 Penalty: 1849.026978
	Iteration 0F: 2 clusters Score -1.086108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -10804068.000000 Penalty: 3698.053955
	Iteration 0F: 3 clusters Score -1.080407e+07 nChanged 41636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -10828144.000000 Penalty: 3698.053955
	Iteration 1F: 3 clusters Score -1.082814e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -10828635.000000 Penalty: 3698.053955
	Iteration 2Q: 3 clusters Score -1.082864e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -10829221.000000 Penalty: 3698.053955
	Iteration 3Q: 3 clusters Score -1.082922e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -10829867.000000 Penalty: 3698.053955
	Iteration 4Q: 3 clusters Score -1.082987e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -10830639.000000 Penalty: 3698.053955
	Iteration 5Q: 3 clusters Score -1.083064e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -10831640.000000 Penalty: 3698.053955
	Iteration 6Q: 3 clusters Score -1.083164e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -10833443.000000 Penalty: 3698.053955
	Iteration 7Q: 3 clusters Score -1.083344e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -10836019.000000 Penalty: 3698.053955
	Iteration 8Q: 3 clusters Score -1.083602e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -10839686.000000 Penalty: 3698.053955
	Iteration 9F: 3 clusters Score -1.083969e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -10843801.000000 Penalty: 3698.053955
	Iteration 10F: 3 clusters Score -1.08438e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -10847235.000000 Penalty: 3698.053955
	Iteration 11F: 3 clusters Score -1.084724e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -10849194.000000 Penalty: 3698.053955
	Iteration 12Q: 3 clusters Score -1.084919e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -10850284.000000 Penalty: 3698.053955
	Iteration 13Q: 3 clusters Score -1.085028e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -10851072.000000 Penalty: 3698.053955
	Iteration 14Q: 3 clusters Score -1.085107e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -10851930.000000 Penalty: 3698.053955
	Iteration 15Q: 3 clusters Score -1.085193e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -10852720.000000 Penalty: 3698.053955
	Iteration 16Q: 3 clusters Score -1.085272e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -10853621.000000 Penalty: 3698.053955
	Iteration 17Q: 3 clusters Score -1.085362e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -10854456.000000 Penalty: 3698.053955
	Iteration 18Q: 3 clusters Score -1.085446e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -10855348.000000 Penalty: 3698.053955
	Iteration 19Q: 3 clusters Score -1.085535e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -10856253.000000 Penalty: 3698.053955
	Iteration 20F: 3 clusters Score -1.085625e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -10857103.000000 Penalty: 3698.053955
	Iteration 21Q: 3 clusters Score -1.08571e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -10857662.000000 Penalty: 3698.053955
	Iteration 22Q: 3 clusters Score -1.085766e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -10858181.000000 Penalty: 3698.053955
	Iteration 23Q: 3 clusters Score -1.085818e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -10858653.000000 Penalty: 3698.053955
	Iteration 24Q: 3 clusters Score -1.085865e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 86260 members 
Entering Unmasked Estep 
Score: -10858979.000000 Penalty: 3698.053955
	Iteration 25Q: 3 clusters Score -1.085898e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -10859209.000000 Penalty: 3698.053955
	Iteration 26Q: 3 clusters Score -1.085921e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -10859310.000000 Penalty: 3698.053955
	Iteration 27Q: 3 clusters Score -1.085931e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -10859372.000000 Penalty: 3698.053955
	Iteration 28Q: 3 clusters Score -1.085937e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 87046 members 
Entering Unmasked Estep 
Score: -10859397.000000 Penalty: 3698.053955
	Iteration 29Q: 3 clusters Score -1.08594e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -10859446.000000 Penalty: 3698.053955
	Iteration 30Q: 3 clusters Score -1.085945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -10859468.000000 Penalty: 3698.053955
	Iteration 31Q: 3 clusters Score -1.085947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 87135 members 
Entering Unmasked Estep 
Score: -10859475.000000 Penalty: 3698.053955
	Iteration 32Q: 3 clusters Score -1.085948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -10859483.000000 Penalty: 3698.053955
	Iteration 33Q: 3 clusters Score -1.085948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -10859512.000000 Penalty: 3698.053955
	Iteration 34Q: 3 clusters Score -1.085951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 87161 members 
Entering Unmasked Estep 
Score: -10859513.000000 Penalty: 3698.053955
	Iteration 35Q: 3 clusters Score -1.085951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -10859516.000000 Penalty: 3698.053955
	Iteration 36Q: 3 clusters Score -1.085952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -10859524.000000 Penalty: 3698.053955
	Iteration 37Q: 3 clusters Score -1.085952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -10859533.000000 Penalty: 3698.053955
	Iteration 38Q: 3 clusters Score -1.085953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -10859529.000000 Penalty: 3698.053955
	Iteration 39Q: 3 clusters Score -1.085953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 87178 members 
Entering Unmasked Estep 
Score: -10859528.000000 Penalty: 3698.053955
	Iteration 40F: 3 clusters Score -1.085953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -10859534.000000 Penalty: 3698.053955
	Iteration 41Q: 3 clusters Score -1.085953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -10859532.000000 Penalty: 3698.053955
	Iteration 42Q: 3 clusters Score -1.085953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -10859534.000000 Penalty: 3698.053955
	Iteration 43Q: 3 clusters Score -1.085953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -10859534.000000 Penalty: 3698.053955
	Iteration 44Q: 3 clusters Score -1.085953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -10859543.000000 Penalty: 3698.053955
	Iteration 45Q: 3 clusters Score -1.085954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -10859543.000000 Penalty: 3698.053955
	Iteration 46F: 3 clusters Score -1.085954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -21529.808594 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -21529.81 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 147 members 
Entering Unmasked Estep 
Score: -20796.318359 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -20796.32 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21046.828125 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -21046.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21178.488281 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -21178.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21218.166016 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -21218.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21231.308594 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -21231.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21233.123047 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -21233.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21233.123047 Penalty: 1858.033936
	Iteration 6F: 3 clusters Score -21233.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19077.257812 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -19077.26 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 120 members 
Entering Unmasked Estep 
Score: -18350.128906 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -18350.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18427.003906 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -18427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18450.882812 Penalty: 1743.942139
	Iteration 2Q: 3 clusters Score -18450.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18453.521484 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -18453.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18453.521484 Penalty: 1743.942139
	Iteration 4F: 3 clusters Score -18453.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Entering Unmasked Estep 
Score: -3837390.000000 Penalty: 1676.079834
	Iteration 0F: 2 clusters Score -3837390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3816927.750000 Penalty: 3352.159668
	Iteration 0F: 3 clusters Score -3816928 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3824979.500000 Penalty: 3352.159668
	Iteration 1F: 3 clusters Score -3824980 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3825397.000000 Penalty: 3352.159668
	Iteration 2Q: 3 clusters Score -3825397 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3825844.000000 Penalty: 3352.159668
	Iteration 3Q: 3 clusters Score -3825844 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -3826326.250000 Penalty: 3352.159668
	Iteration 4Q: 3 clusters Score -3826326 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3826998.750000 Penalty: 3352.159668
	Iteration 5Q: 3 clusters Score -3826999 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3827916.500000 Penalty: 3352.159668
	Iteration 6Q: 3 clusters Score -3827916 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3829169.250000 Penalty: 3352.159668
	Iteration 7F: 3 clusters Score -3829169 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3830635.000000 Penalty: 3352.159668
	Iteration 8F: 3 clusters Score -3830635 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3831806.500000 Penalty: 3352.159668
	Iteration 9F: 3 clusters Score -3831806 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3832338.000000 Penalty: 3352.159668
	Iteration 10Q: 3 clusters Score -3832338 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3832588.000000 Penalty: 3352.159668
	Iteration 11Q: 3 clusters Score -3832588 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3832702.750000 Penalty: 3352.159668
	Iteration 12Q: 3 clusters Score -3832703 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3832775.750000 Penalty: 3352.159668
	Iteration 13Q: 3 clusters Score -3832776 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3832854.250000 Penalty: 3352.159668
	Iteration 14Q: 3 clusters Score -3832854 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3832927.750000 Penalty: 3352.159668
	Iteration 15Q: 3 clusters Score -3832928 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3832967.500000 Penalty: 3352.159668
	Iteration 16Q: 3 clusters Score -3832968 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3833008.000000 Penalty: 3352.159668
	Iteration 17Q: 3 clusters Score -3833008 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3833034.500000 Penalty: 3352.159668
	Iteration 18Q: 3 clusters Score -3833034 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3833057.250000 Penalty: 3352.159668
	Iteration 19Q: 3 clusters Score -3833057 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3833086.750000 Penalty: 3352.159668
	Iteration 20F: 3 clusters Score -3833087 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3833110.000000 Penalty: 3352.159668
	Iteration 21Q: 3 clusters Score -3833110 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3833125.750000 Penalty: 3352.159668
	Iteration 22Q: 3 clusters Score -3833126 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3833157.750000 Penalty: 3352.159668
	Iteration 23Q: 3 clusters Score -3833158 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3833182.000000 Penalty: 3352.159668
	Iteration 24Q: 3 clusters Score -3833182 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3833196.750000 Penalty: 3352.159668
	Iteration 25Q: 3 clusters Score -3833197 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3833214.250000 Penalty: 3352.159668
	Iteration 26Q: 3 clusters Score -3833214 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3833259.750000 Penalty: 3352.159668
	Iteration 27Q: 3 clusters Score -3833260 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3833280.750000 Penalty: 3352.159668
	Iteration 28Q: 3 clusters Score -3833281 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3833303.250000 Penalty: 3352.159668
	Iteration 29Q: 3 clusters Score -3833303 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3833336.000000 Penalty: 3352.159668
	Iteration 30Q: 3 clusters Score -3833336 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3833358.250000 Penalty: 3352.159668
	Iteration 31Q: 3 clusters Score -3833358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3833382.500000 Penalty: 3352.159668
	Iteration 32Q: 3 clusters Score -3833382 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3833406.500000 Penalty: 3352.159668
	Iteration 33Q: 3 clusters Score -3833406 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3833419.250000 Penalty: 3352.159668
	Iteration 34Q: 3 clusters Score -3833419 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3833439.750000 Penalty: 3352.159668
	Iteration 35Q: 3 clusters Score -3833440 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3833466.000000 Penalty: 3352.159668
	Iteration 36Q: 3 clusters Score -3833466 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3833484.500000 Penalty: 3352.159668
	Iteration 37Q: 3 clusters Score -3833484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3833491.250000 Penalty: 3352.159668
	Iteration 38Q: 3 clusters Score -3833491 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3833509.250000 Penalty: 3352.159668
	Iteration 39Q: 3 clusters Score -3833509 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3833509.000000 Penalty: 3352.159668
	Iteration 40F: 3 clusters Score -3833509 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3833505.750000 Penalty: 3352.159668
	Iteration 41Q: 3 clusters Score -3833506 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3833504.500000 Penalty: 3352.159668
	Iteration 42Q: 3 clusters Score -3833504 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3833520.500000 Penalty: 3352.159668
	Iteration 43Q: 3 clusters Score -3833520 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3833521.250000 Penalty: 3352.159668
	Iteration 44Q: 3 clusters Score -3833521 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3833532.750000 Penalty: 3352.159668
	Iteration 45Q: 3 clusters Score -3833533 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3833536.000000 Penalty: 3352.159668
	Iteration 46Q: 3 clusters Score -3833536 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3833554.250000 Penalty: 3352.159668
	Iteration 47Q: 3 clusters Score -3833554 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3833564.500000 Penalty: 3352.159668
	Iteration 48Q: 3 clusters Score -3833564 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3833585.500000 Penalty: 3352.159668
	Iteration 49Q: 3 clusters Score -3833586 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3833606.750000 Penalty: 3352.159668
	Iteration 50Q: 3 clusters Score -3833607 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3833617.500000 Penalty: 3352.159668
	Iteration 51Q: 3 clusters Score -3833618 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3833633.750000 Penalty: 3352.159668
	Iteration 52Q: 3 clusters Score -3833634 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3833644.750000 Penalty: 3352.159668
	Iteration 53Q: 3 clusters Score -3833645 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3833654.250000 Penalty: 3352.159668
	Iteration 54Q: 3 clusters Score -3833654 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3833667.500000 Penalty: 3352.159668
	Iteration 55Q: 3 clusters Score -3833668 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3833696.750000 Penalty: 3352.159668
	Iteration 56Q: 3 clusters Score -3833697 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -3833718.000000 Penalty: 3352.159668
	Iteration 57Q: 3 clusters Score -3833718 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -3833724.500000 Penalty: 3352.159668
	Iteration 58Q: 3 clusters Score -3833724 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3833721.000000 Penalty: 3352.159668
	Iteration 59Q: 3 clusters Score -3833721 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3833747.500000 Penalty: 3352.159668
	Iteration 60F: 3 clusters Score -3833748 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3833786.000000 Penalty: 3352.159668
	Iteration 61Q: 3 clusters Score -3833786 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3833805.750000 Penalty: 3352.159668
	Iteration 62Q: 3 clusters Score -3833806 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3833831.000000 Penalty: 3352.159668
	Iteration 63Q: 3 clusters Score -3833831 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3833852.750000 Penalty: 3352.159668
	Iteration 64Q: 3 clusters Score -3833853 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3833868.500000 Penalty: 3352.159668
	Iteration 65Q: 3 clusters Score -3833868 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3833901.250000 Penalty: 3352.159668
	Iteration 66Q: 3 clusters Score -3833901 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3833941.500000 Penalty: 3352.159668
	Iteration 67Q: 3 clusters Score -3833942 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3833969.250000 Penalty: 3352.159668
	Iteration 68Q: 3 clusters Score -3833969 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3833991.500000 Penalty: 3352.159668
	Iteration 69Q: 3 clusters Score -3833992 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3834023.250000 Penalty: 3352.159668
	Iteration 70Q: 3 clusters Score -3834023 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3834073.250000 Penalty: 3352.159668
	Iteration 71Q: 3 clusters Score -3834073 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3834113.750000 Penalty: 3352.159668
	Iteration 72Q: 3 clusters Score -3834114 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3834147.250000 Penalty: 3352.159668
	Iteration 73Q: 3 clusters Score -3834147 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3834201.750000 Penalty: 3352.159668
	Iteration 74Q: 3 clusters Score -3834202 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3834266.750000 Penalty: 3352.159668
	Iteration 75Q: 3 clusters Score -3834267 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3834325.750000 Penalty: 3352.159668
	Iteration 76Q: 3 clusters Score -3834326 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3834386.750000 Penalty: 3352.159668
	Iteration 77Q: 3 clusters Score -3834387 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3834446.000000 Penalty: 3352.159668
	Iteration 78Q: 3 clusters Score -3834446 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -3834499.500000 Penalty: 3352.159668
	Iteration 79Q: 3 clusters Score -3834500 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -3834582.000000 Penalty: 3352.159668
	Iteration 80F: 3 clusters Score -3834582 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3834617.750000 Penalty: 3352.159668
	Iteration 81Q: 3 clusters Score -3834618 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3834695.000000 Penalty: 3352.159668
	Iteration 82Q: 3 clusters Score -3834695 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3834755.250000 Penalty: 3352.159668
	Iteration 83Q: 3 clusters Score -3834755 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3834797.750000 Penalty: 3352.159668
	Iteration 84Q: 3 clusters Score -3834798 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -3834848.000000 Penalty: 3352.159668
	Iteration 85Q: 3 clusters Score -3834848 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3834888.250000 Penalty: 3352.159668
	Iteration 86Q: 3 clusters Score -3834888 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3834909.500000 Penalty: 3352.159668
	Iteration 87Q: 3 clusters Score -3834910 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3834955.750000 Penalty: 3352.159668
	Iteration 88Q: 3 clusters Score -3834956 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3834999.250000 Penalty: 3352.159668
	Iteration 89Q: 3 clusters Score -3834999 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3835057.500000 Penalty: 3352.159668
	Iteration 90Q: 3 clusters Score -3835058 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3835090.750000 Penalty: 3352.159668
	Iteration 91Q: 3 clusters Score -3835091 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3835134.750000 Penalty: 3352.159668
	Iteration 92Q: 3 clusters Score -3835135 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3835170.250000 Penalty: 3352.159668
	Iteration 93Q: 3 clusters Score -3835170 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3835212.250000 Penalty: 3352.159668
	Iteration 94Q: 3 clusters Score -3835212 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3835234.250000 Penalty: 3352.159668
	Iteration 95Q: 3 clusters Score -3835234 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3835287.250000 Penalty: 3352.159668
	Iteration 96Q: 3 clusters Score -3835287 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3835319.750000 Penalty: 3352.159668
	Iteration 97Q: 3 clusters Score -3835320 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3835357.500000 Penalty: 3352.159668
	Iteration 98Q: 3 clusters Score -3835358 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3835399.750000 Penalty: 3352.159668
	Iteration 99Q: 3 clusters Score -3835400 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3835442.750000 Penalty: 3352.159668
	Iteration 100F: 3 clusters Score -3835443 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3835472.000000 Penalty: 3352.159668
	Iteration 101Q: 3 clusters Score -3835472 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3835504.250000 Penalty: 3352.159668
	Iteration 102Q: 3 clusters Score -3835504 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3835513.500000 Penalty: 3352.159668
	Iteration 103Q: 3 clusters Score -3835514 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3835551.500000 Penalty: 3352.159668
	Iteration 104Q: 3 clusters Score -3835552 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3835591.000000 Penalty: 3352.159668
	Iteration 105Q: 3 clusters Score -3835591 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3835634.000000 Penalty: 3352.159668
	Iteration 106Q: 3 clusters Score -3835634 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3835666.750000 Penalty: 3352.159668
	Iteration 107Q: 3 clusters Score -3835667 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3835707.250000 Penalty: 3352.159668
	Iteration 108Q: 3 clusters Score -3835707 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3835723.750000 Penalty: 3352.159668
	Iteration 109Q: 3 clusters Score -3835724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3835752.000000 Penalty: 3352.159668
	Iteration 110Q: 3 clusters Score -3835752 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3835783.000000 Penalty: 3352.159668
	Iteration 111Q: 3 clusters Score -3835783 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3835804.250000 Penalty: 3352.159668
	Iteration 112Q: 3 clusters Score -3835804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3835818.750000 Penalty: 3352.159668
	Iteration 113Q: 3 clusters Score -3835819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3835829.000000 Penalty: 3352.159668
	Iteration 114Q: 3 clusters Score -3835829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3835838.500000 Penalty: 3352.159668
	Iteration 115Q: 3 clusters Score -3835838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3835849.000000 Penalty: 3352.159668
	Iteration 116Q: 3 clusters Score -3835849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3835863.000000 Penalty: 3352.159668
	Iteration 117Q: 3 clusters Score -3835863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3835869.250000 Penalty: 3352.159668
	Iteration 118Q: 3 clusters Score -3835869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3835876.000000 Penalty: 3352.159668
	Iteration 119Q: 3 clusters Score -3835876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3835875.000000 Penalty: 3352.159668
	Iteration 120F: 3 clusters Score -3835875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3835875.000000 Penalty: 3352.159668
	Iteration 121Q: 3 clusters Score -3835875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3835878.750000 Penalty: 3352.159668
	Iteration 122Q: 3 clusters Score -3835879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3835887.750000 Penalty: 3352.159668
	Iteration 123Q: 3 clusters Score -3835888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3835883.750000 Penalty: 3352.159668
	Iteration 124Q: 3 clusters Score -3835884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3835885.500000 Penalty: 3352.159668
	Iteration 125Q: 3 clusters Score -3835886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3835887.750000 Penalty: 3352.159668
	Iteration 126Q: 3 clusters Score -3835888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3835886.250000 Penalty: 3352.159668
	Iteration 127Q: 3 clusters Score -3835886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3835891.500000 Penalty: 3352.159668
	Iteration 128Q: 3 clusters Score -3835892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3835884.500000 Penalty: 3352.159668
	Iteration 129Q: 3 clusters Score -3835884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3835886.250000 Penalty: 3352.159668
	Iteration 130Q: 3 clusters Score -3835886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3835888.000000 Penalty: 3352.159668
	Iteration 131Q: 3 clusters Score -3835888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3835888.500000 Penalty: 3352.159668
	Iteration 132Q: 3 clusters Score -3835888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3835894.750000 Penalty: 3352.159668
	Iteration 133Q: 3 clusters Score -3835895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3835894.750000 Penalty: 3352.159668
	Iteration 134Q: 3 clusters Score -3835895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3835892.000000 Penalty: 3352.159668
	Iteration 135Q: 3 clusters Score -3835892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3835902.250000 Penalty: 3352.159668
	Iteration 136Q: 3 clusters Score -3835902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3835912.500000 Penalty: 3352.159668
	Iteration 137Q: 3 clusters Score -3835912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3835919.250000 Penalty: 3352.159668
	Iteration 138Q: 3 clusters Score -3835919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3835924.250000 Penalty: 3352.159668
	Iteration 139Q: 3 clusters Score -3835924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3835921.750000 Penalty: 3352.159668
	Iteration 140F: 3 clusters Score -3835922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3835928.250000 Penalty: 3352.159668
	Iteration 141Q: 3 clusters Score -3835928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3835930.000000 Penalty: 3352.159668
	Iteration 142Q: 3 clusters Score -3835930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3835928.000000 Penalty: 3352.159668
	Iteration 143Q: 3 clusters Score -3835928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3835927.500000 Penalty: 3352.159668
	Iteration 144Q: 3 clusters Score -3835928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3835933.000000 Penalty: 3352.159668
	Iteration 145Q: 3 clusters Score -3835933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3835930.750000 Penalty: 3352.159668
	Iteration 146Q: 3 clusters Score -3835931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3835932.250000 Penalty: 3352.159668
	Iteration 147Q: 3 clusters Score -3835932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3835935.250000 Penalty: 3352.159668
	Iteration 148Q: 3 clusters Score -3835935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3835936.750000 Penalty: 3352.159668
	Iteration 149Q: 3 clusters Score -3835937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3835936.500000 Penalty: 3352.159668
	Iteration 150Q: 3 clusters Score -3835936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3835934.750000 Penalty: 3352.159668
	Iteration 151Q: 3 clusters Score -3835935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3835934.750000 Penalty: 3352.159668
	Iteration 152F: 3 clusters Score -3835935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -48587.109375 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -48587.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47612.187500 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -47612.19 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47817.585938 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -47817.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47885.968750 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -47885.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47919.347656 Penalty: 2011.852417
	Iteration 3Q: 3 clusters Score -47919.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47937.964844 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -47937.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47951.761719 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -47951.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47986.855469 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -47986.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48067.523438 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -48067.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48113.136719 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -48113.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48139.667969 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -48139.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48145.664062 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -48145.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48147.824219 Penalty: 2011.852417
	Iteration 11Q: 3 clusters Score -48147.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48150.203125 Penalty: 2011.852417
	Iteration 12Q: 3 clusters Score -48150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48155.328125 Penalty: 2011.852417
	Iteration 13Q: 3 clusters Score -48155.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48170.742188 Penalty: 2011.852417
	Iteration 14Q: 3 clusters Score -48170.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48180.671875 Penalty: 2011.852417
	Iteration 15Q: 3 clusters Score -48180.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48208.199219 Penalty: 2011.852417
	Iteration 16Q: 3 clusters Score -48208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48212.894531 Penalty: 2011.852417
	Iteration 17Q: 3 clusters Score -48212.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48214.687500 Penalty: 2011.852417
	Iteration 18Q: 3 clusters Score -48214.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48214.687500 Penalty: 2011.852417
	Iteration 19F: 3 clusters Score -48214.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5092 members 
Mstep: Class 9 contains 48577 members 
Mstep: Class 10 contains 18523 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82979 members 
Mstep: Class 14 contains 14256 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84677 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92134 members 
Mstep: Class 22 contains 90918 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 89389 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89817 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87433 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30162 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230432.000000 Penalty: 70941.500000
Iteration 319Q: 33 clusters Score -1.022304e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42146 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5089 members 
Mstep: Class 9 contains 48569 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82983 members 
Mstep: Class 14 contains 14246 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19340 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84678 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92115 members 
Mstep: Class 22 contains 90912 members 
Mstep: Class 23 contains 4091 members 
Mstep: Class 24 contains 89414 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89824 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87434 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30171 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230368.000000 Penalty: 70941.500000
Iteration 320F: 33 clusters Score -1.022304e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 48562 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82987 members 
Mstep: Class 14 contains 14238 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19347 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84680 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92106 members 
Mstep: Class 22 contains 90899 members 
Mstep: Class 23 contains 4092 members 
Mstep: Class 24 contains 89441 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 89820 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87422 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30194 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230504.000000 Penalty: 70941.500000
Iteration 321Q: 33 clusters Score -1.022305e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 5081 members 
Mstep: Class 9 contains 48533 members 
Mstep: Class 10 contains 18519 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82987 members 
Mstep: Class 14 contains 14234 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19350 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84685 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92107 members 
Mstep: Class 22 contains 90893 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 89449 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 89813 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87416 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30235 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230392.000000 Penalty: 70941.500000
Iteration 322Q: 33 clusters Score -1.022304e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42143 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 48512 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82991 members 
Mstep: Class 14 contains 14224 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19354 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84686 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92100 members 
Mstep: Class 22 contains 90882 members 
Mstep: Class 23 contains 4092 members 
Mstep: Class 24 contains 89457 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 89808 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87411 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30275 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230504.000000 Penalty: 70941.500000
Iteration 323Q: 33 clusters Score -1.022305e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42141 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5081 members 
Mstep: Class 9 contains 48495 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82988 members 
Mstep: Class 14 contains 14211 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19358 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84686 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92098 members 
Mstep: Class 22 contains 90861 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 89483 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 89804 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87404 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30315 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230504.000000 Penalty: 70941.500000
Iteration 324Q: 33 clusters Score -1.022305e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42141 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5080 members 
Mstep: Class 9 contains 48476 members 
Mstep: Class 10 contains 18524 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82990 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19362 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84692 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92095 members 
Mstep: Class 22 contains 90843 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 89492 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 89803 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87376 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30365 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230456.000000 Penalty: 70941.500000
Iteration 325Q: 33 clusters Score -1.022305e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13902 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42136 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5079 members 
Mstep: Class 9 contains 48453 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 82991 members 
Mstep: Class 14 contains 14196 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19370 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84697 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92094 members 
Mstep: Class 22 contains 90832 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 89506 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 89797 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87360 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30412 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230688.000000 Penalty: 70941.500000
Iteration 326Q: 33 clusters Score -1.022307e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13900 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42136 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5080 members 
Mstep: Class 9 contains 48439 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83006 members 
Mstep: Class 14 contains 14191 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19375 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84697 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92088 members 
Mstep: Class 22 contains 90818 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 89513 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 89791 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87348 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30442 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230616.000000 Penalty: 70941.500000
Iteration 327Q: 33 clusters Score -1.022306e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13897 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42136 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5081 members 
Mstep: Class 9 contains 48423 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83019 members 
Mstep: Class 14 contains 14191 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19380 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84700 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92085 members 
Mstep: Class 22 contains 90818 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 89516 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89778 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87340 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30460 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230600.000000 Penalty: 70941.500000
Iteration 328Q: 33 clusters Score -1.022306e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13898 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42140 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 48412 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83036 members 
Mstep: Class 14 contains 14185 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19378 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84699 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92081 members 
Mstep: Class 22 contains 90814 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 89526 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89772 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87328 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30472 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230520.000000 Penalty: 70941.500000
Iteration 329Q: 33 clusters Score -1.022305e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42140 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 48399 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83055 members 
Mstep: Class 14 contains 14176 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19379 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84701 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92077 members 
Mstep: Class 22 contains 90821 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 89517 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89762 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87320 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30487 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230448.000000 Penalty: 70941.500000
Iteration 330Q: 33 clusters Score -1.022304e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13901 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42141 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 18529 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83071 members 
Mstep: Class 14 contains 14173 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19380 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84700 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92076 members 
Mstep: Class 22 contains 90820 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 89515 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89745 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87324 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30494 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230384.000000 Penalty: 70941.500000
Iteration 331Q: 33 clusters Score -1.022304e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13899 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42141 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 48387 members 
Mstep: Class 10 contains 18529 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83085 members 
Mstep: Class 14 contains 14165 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84704 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92080 members 
Mstep: Class 22 contains 90812 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 89521 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89726 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87313 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30515 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230336.000000 Penalty: 70941.500000
Iteration 332Q: 33 clusters Score -1.022303e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13897 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42141 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 48384 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83099 members 
Mstep: Class 14 contains 14162 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19384 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84707 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92063 members 
Mstep: Class 22 contains 90815 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 89520 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89724 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87315 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30522 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230408.000000 Penalty: 70941.500000
Iteration 333Q: 33 clusters Score -1.022304e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42141 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 48379 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83117 members 
Mstep: Class 14 contains 14153 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19389 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84702 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92059 members 
Mstep: Class 22 contains 90818 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 89509 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89719 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87313 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30536 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230368.000000 Penalty: 70941.500000
Iteration 334Q: 33 clusters Score -1.022304e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13895 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42142 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 48381 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83133 members 
Mstep: Class 14 contains 14145 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19392 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84707 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92045 members 
Mstep: Class 22 contains 90811 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 89500 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89717 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87310 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30549 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230384.000000 Penalty: 70941.500000
Iteration 335Q: 33 clusters Score -1.022304e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 48375 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83145 members 
Mstep: Class 14 contains 14140 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19397 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84715 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92031 members 
Mstep: Class 22 contains 90812 members 
Mstep: Class 23 contains 4098 members 
Mstep: Class 24 contains 89492 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89719 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87302 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30560 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230424.000000 Penalty: 70941.500000
Iteration 336Q: 33 clusters Score -1.022304e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13892 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5082 members 
Mstep: Class 9 contains 48372 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83157 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19405 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84712 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92019 members 
Mstep: Class 22 contains 90805 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 89491 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89724 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87293 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30571 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230352.000000 Penalty: 70941.500000
Iteration 337Q: 33 clusters Score -1.022304e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42141 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 48372 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83164 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19414 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84712 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92014 members 
Mstep: Class 22 contains 90798 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 89485 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89726 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87282 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30587 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230368.000000 Penalty: 70941.500000
Iteration 338Q: 33 clusters Score -1.022304e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 48371 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83174 members 
Mstep: Class 14 contains 14132 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19419 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 84709 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 92006 members 
Mstep: Class 22 contains 90797 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 89475 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89730 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87272 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30598 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230328.000000 Penalty: 70941.500000
Iteration 339Q: 33 clusters Score -1.022303e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 48369 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83182 members 
Mstep: Class 14 contains 14131 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19422 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84711 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91991 members 
Mstep: Class 22 contains 90793 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 89468 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89734 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87273 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30611 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230184.000000 Penalty: 70941.500000
Iteration 340F: 33 clusters Score -1.022302e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5084 members 
Mstep: Class 9 contains 48367 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83188 members 
Mstep: Class 14 contains 14133 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19423 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84715 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91985 members 
Mstep: Class 22 contains 90789 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 89466 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89742 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87261 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30617 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230200.000000 Penalty: 70941.500000
Iteration 341Q: 33 clusters Score -1.022302e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42147 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5084 members 
Mstep: Class 9 contains 48365 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83190 members 
Mstep: Class 14 contains 14133 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19424 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84718 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91979 members 
Mstep: Class 22 contains 90784 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 89470 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89744 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87250 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30627 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230216.000000 Penalty: 70941.500000
Iteration 342Q: 33 clusters Score -1.022302e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13886 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42149 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 48364 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83191 members 
Mstep: Class 14 contains 14133 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19422 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84721 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91969 members 
Mstep: Class 22 contains 90778 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 89475 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89748 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87243 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30638 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230240.000000 Penalty: 70941.500000
Iteration 343Q: 33 clusters Score -1.022302e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42149 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 48365 members 
Mstep: Class 10 contains 18524 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83188 members 
Mstep: Class 14 contains 14131 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19424 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84722 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91970 members 
Mstep: Class 22 contains 90767 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 89475 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87237 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30652 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230264.000000 Penalty: 70941.500000
Iteration 344Q: 33 clusters Score -1.022303e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42146 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 48362 members 
Mstep: Class 10 contains 18524 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83186 members 
Mstep: Class 14 contains 14128 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19427 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84725 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91970 members 
Mstep: Class 22 contains 90765 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 89474 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89751 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87237 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30663 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230296.000000 Penalty: 70941.500000
Iteration 345Q: 33 clusters Score -1.022303e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 48361 members 
Mstep: Class 10 contains 18524 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83182 members 
Mstep: Class 14 contains 14123 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19430 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84729 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91969 members 
Mstep: Class 22 contains 90765 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89473 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89751 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87235 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30674 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230320.000000 Penalty: 70941.500000
Iteration 346Q: 33 clusters Score -1.022303e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5080 members 
Mstep: Class 9 contains 48357 members 
Mstep: Class 10 contains 18524 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83176 members 
Mstep: Class 14 contains 14120 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19433 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84733 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91967 members 
Mstep: Class 22 contains 90761 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 89474 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87236 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30685 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230312.000000 Penalty: 70941.500000
Iteration 347Q: 33 clusters Score -1.022303e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 48355 members 
Mstep: Class 10 contains 18524 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83174 members 
Mstep: Class 14 contains 14114 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19436 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84737 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91964 members 
Mstep: Class 22 contains 90758 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 89472 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87235 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30697 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230392.000000 Penalty: 70941.500000
Iteration 348Q: 33 clusters Score -1.022304e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42146 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 48347 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83174 members 
Mstep: Class 14 contains 14108 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19439 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84740 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91963 members 
Mstep: Class 22 contains 90755 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 89469 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89755 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87230 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30710 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230520.000000 Penalty: 70941.500000
Iteration 349Q: 33 clusters Score -1.022305e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42146 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83173 members 
Mstep: Class 14 contains 14104 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19444 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84741 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91963 members 
Mstep: Class 22 contains 90759 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 89470 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87227 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30711 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230456.000000 Penalty: 70941.500000
Iteration 350Q: 33 clusters Score -1.022305e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42146 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83171 members 
Mstep: Class 14 contains 14100 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19445 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84742 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91963 members 
Mstep: Class 22 contains 90775 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89475 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87224 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30700 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230424.000000 Penalty: 70941.500000
Iteration 351Q: 33 clusters Score -1.022304e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42146 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 48349 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83171 members 
Mstep: Class 14 contains 14094 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19447 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84742 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91963 members 
Mstep: Class 22 contains 90773 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89477 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87220 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30704 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230384.000000 Penalty: 70941.500000
Iteration 352Q: 33 clusters Score -1.022304e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 48356 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83171 members 
Mstep: Class 14 contains 14088 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19449 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84742 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91962 members 
Mstep: Class 22 contains 90774 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89475 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87220 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30702 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230480.000000 Penalty: 70941.500000
Iteration 353Q: 33 clusters Score -1.022305e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42149 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 48357 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83171 members 
Mstep: Class 14 contains 14085 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19456 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84744 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91956 members 
Mstep: Class 22 contains 90775 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89475 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87218 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30703 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230560.000000 Penalty: 70941.500000
Iteration 354Q: 33 clusters Score -1.022306e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42150 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5067 members 
Mstep: Class 9 contains 48363 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83168 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19461 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84747 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91953 members 
Mstep: Class 22 contains 90781 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89478 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89749 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87217 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30696 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230552.000000 Penalty: 70941.500000
Iteration 355Q: 33 clusters Score -1.022306e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 48369 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83170 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19462 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84746 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91950 members 
Mstep: Class 22 contains 90776 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89473 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87218 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30697 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230456.000000 Penalty: 70941.500000
Iteration 356Q: 33 clusters Score -1.022305e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83170 members 
Mstep: Class 14 contains 14080 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19463 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84749 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91950 members 
Mstep: Class 22 contains 90767 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89472 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89751 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87218 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30698 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230544.000000 Penalty: 70941.500000
Iteration 357Q: 33 clusters Score -1.022305e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 48384 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83167 members 
Mstep: Class 14 contains 14078 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19465 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84752 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91949 members 
Mstep: Class 22 contains 90763 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89469 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89750 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87219 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30700 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230640.000000 Penalty: 70941.500000
Iteration 358Q: 33 clusters Score -1.022306e+08 nChanged 52
Entering ConstructFrom: 
Score: -102230640.000000 Penalty: 70941.500000
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -46536.000000 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -46536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45684.667969 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -45684.67 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46521.445312 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -46521.45 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46953.113281 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -46953.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47080.882812 Penalty: 2033.741943
	Iteration 3Q: 3 clusters Score -47080.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47107.894531 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -47107.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -47131.175781 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -47131.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47148.230469 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -47148.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47152.250000 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -47152.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47153.804688 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -47153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47154.917969 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -47154.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47157.328125 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -47157.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47157.328125 Penalty: 2033.741943
	Iteration 11F: 3 clusters Score -47157.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83161 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19467 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84756 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91949 members 
Mstep: Class 22 contains 90756 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89470 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87218 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30705 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 316 members 
Entering Unmasked Estep 
Score: -102230152.000000 Penalty: 73158.421875
Splitting cluster 1 changes total score from -102230640.000000 to -102230152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Entering Unmasked Estep 
Score: -1680865.250000 Penalty: 1550.005005
	Iteration 0F: 2 clusters Score -1680865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1671327.500000 Penalty: 3100.010010
	Iteration 0F: 3 clusters Score -1671328 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1674480.875000 Penalty: 3100.010010
	Iteration 1F: 3 clusters Score -1674481 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1674769.000000 Penalty: 3100.010010
	Iteration 2F: 3 clusters Score -1674769 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1675022.000000 Penalty: 3100.010010
	Iteration 3Q: 3 clusters Score -1675022 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1675271.625000 Penalty: 3100.010010
	Iteration 4Q: 3 clusters Score -1675272 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1675521.750000 Penalty: 3100.010010
	Iteration 5Q: 3 clusters Score -1675522 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1675810.375000 Penalty: 3100.010010
	Iteration 6Q: 3 clusters Score -1675810 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1676147.125000 Penalty: 3100.010010
	Iteration 7Q: 3 clusters Score -1676147 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1676527.000000 Penalty: 3100.010010
	Iteration 8Q: 3 clusters Score -1676527 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1677015.375000 Penalty: 3100.010010
	Iteration 9Q: 3 clusters Score -1677015 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1677559.125000 Penalty: 3100.010010
	Iteration 10F: 3 clusters Score -1677559 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1677961.125000 Penalty: 3100.010010
	Iteration 11Q: 3 clusters Score -1677961 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1678198.375000 Penalty: 3100.010010
	Iteration 12Q: 3 clusters Score -1678198 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1678331.000000 Penalty: 3100.010010
	Iteration 13Q: 3 clusters Score -1678331 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1678433.125000 Penalty: 3100.010010
	Iteration 14Q: 3 clusters Score -1678433 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1678548.500000 Penalty: 3100.010010
	Iteration 15Q: 3 clusters Score -1678548 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1678673.500000 Penalty: 3100.010010
	Iteration 16Q: 3 clusters Score -1678674 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1678789.250000 Penalty: 3100.010010
	Iteration 17Q: 3 clusters Score -1678789 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1678905.375000 Penalty: 3100.010010
	Iteration 18Q: 3 clusters Score -1678905 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1679008.000000 Penalty: 3100.010010
	Iteration 19Q: 3 clusters Score -1679008 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1679112.500000 Penalty: 3100.010010
	Iteration 20F: 3 clusters Score -1679112 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1679192.875000 Penalty: 3100.010010
	Iteration 21Q: 3 clusters Score -1679193 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1679271.500000 Penalty: 3100.010010
	Iteration 22Q: 3 clusters Score -1679272 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1679321.875000 Penalty: 3100.010010
	Iteration 23Q: 3 clusters Score -1679322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1679365.875000 Penalty: 3100.010010
	Iteration 24Q: 3 clusters Score -1679366 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1679406.625000 Penalty: 3100.010010
	Iteration 25Q: 3 clusters Score -1679407 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1679441.500000 Penalty: 3100.010010
	Iteration 26Q: 3 clusters Score -1679442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1679463.625000 Penalty: 3100.010010
	Iteration 27Q: 3 clusters Score -1679464 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1679489.750000 Penalty: 3100.010010
	Iteration 28Q: 3 clusters Score -1679490 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1679512.000000 Penalty: 3100.010010
	Iteration 29Q: 3 clusters Score -1679512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1679538.125000 Penalty: 3100.010010
	Iteration 30Q: 3 clusters Score -1679538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1679557.500000 Penalty: 3100.010010
	Iteration 31Q: 3 clusters Score -1679558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1679571.500000 Penalty: 3100.010010
	Iteration 32Q: 3 clusters Score -1679572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1679588.500000 Penalty: 3100.010010
	Iteration 33Q: 3 clusters Score -1679588 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1679601.375000 Penalty: 3100.010010
	Iteration 34Q: 3 clusters Score -1679601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1679616.875000 Penalty: 3100.010010
	Iteration 35Q: 3 clusters Score -1679617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1679635.625000 Penalty: 3100.010010
	Iteration 36Q: 3 clusters Score -1679636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1679652.625000 Penalty: 3100.010010
	Iteration 37Q: 3 clusters Score -1679653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1679659.125000 Penalty: 3100.010010
	Iteration 38Q: 3 clusters Score -1679659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1679668.500000 Penalty: 3100.010010
	Iteration 39Q: 3 clusters Score -1679668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1679674.500000 Penalty: 3100.010010
	Iteration 40F: 3 clusters Score -1679674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1679682.375000 Penalty: 3100.010010
	Iteration 41Q: 3 clusters Score -1679682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1679686.250000 Penalty: 3100.010010
	Iteration 42Q: 3 clusters Score -1679686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1679690.375000 Penalty: 3100.010010
	Iteration 43Q: 3 clusters Score -1679690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1679698.750000 Penalty: 3100.010010
	Iteration 44Q: 3 clusters Score -1679699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1679700.875000 Penalty: 3100.010010
	Iteration 45Q: 3 clusters Score -1679701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1679700.500000 Penalty: 3100.010010
	Iteration 46Q: 3 clusters Score -1679700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1679699.125000 Penalty: 3100.010010
	Iteration 47Q: 3 clusters Score -1679699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1679698.625000 Penalty: 3100.010010
	Iteration 48Q: 3 clusters Score -1679699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1679701.750000 Penalty: 3100.010010
	Iteration 49Q: 3 clusters Score -1679702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1679701.750000 Penalty: 3100.010010
	Iteration 50Q: 3 clusters Score -1679702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1679701.125000 Penalty: 3100.010010
	Iteration 51Q: 3 clusters Score -1679701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1679704.750000 Penalty: 3100.010010
	Iteration 52Q: 3 clusters Score -1679705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1679705.125000 Penalty: 3100.010010
	Iteration 53Q: 3 clusters Score -1679705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1679702.625000 Penalty: 3100.010010
	Iteration 54Q: 3 clusters Score -1679703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1679706.625000 Penalty: 3100.010010
	Iteration 55Q: 3 clusters Score -1679707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1679707.000000 Penalty: 3100.010010
	Iteration 56Q: 3 clusters Score -1679707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1679705.625000 Penalty: 3100.010010
	Iteration 57Q: 3 clusters Score -1679706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1679706.250000 Penalty: 3100.010010
	Iteration 58Q: 3 clusters Score -1679706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1679702.375000 Penalty: 3100.010010
	Iteration 59Q: 3 clusters Score -1679702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1679707.625000 Penalty: 3100.010010
	Iteration 60F: 3 clusters Score -1679708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1679706.250000 Penalty: 3100.010010
	Iteration 61Q: 3 clusters Score -1679706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1679709.625000 Penalty: 3100.010010
	Iteration 62Q: 3 clusters Score -1679710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1679708.375000 Penalty: 3100.010010
	Iteration 63Q: 3 clusters Score -1679708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1679706.750000 Penalty: 3100.010010
	Iteration 64Q: 3 clusters Score -1679707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1679711.000000 Penalty: 3100.010010
	Iteration 65Q: 3 clusters Score -1679711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1679714.875000 Penalty: 3100.010010
	Iteration 66Q: 3 clusters Score -1679715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1679716.875000 Penalty: 3100.010010
	Iteration 67Q: 3 clusters Score -1679717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1679720.625000 Penalty: 3100.010010
	Iteration 68Q: 3 clusters Score -1679721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1679724.375000 Penalty: 3100.010010
	Iteration 69Q: 3 clusters Score -1679724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1679730.875000 Penalty: 3100.010010
	Iteration 70Q: 3 clusters Score -1679731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1679731.125000 Penalty: 3100.010010
	Iteration 71Q: 3 clusters Score -1679731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1679739.750000 Penalty: 3100.010010
	Iteration 72Q: 3 clusters Score -1679740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1679741.000000 Penalty: 3100.010010
	Iteration 73Q: 3 clusters Score -1679741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1679740.625000 Penalty: 3100.010010
	Iteration 74Q: 3 clusters Score -1679741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1679740.250000 Penalty: 3100.010010
	Iteration 75Q: 3 clusters Score -1679740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1679743.875000 Penalty: 3100.010010
	Iteration 76Q: 3 clusters Score -1679744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1679743.625000 Penalty: 3100.010010
	Iteration 77Q: 3 clusters Score -1679744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1679743.875000 Penalty: 3100.010010
	Iteration 78Q: 3 clusters Score -1679744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1679743.875000 Penalty: 3100.010010
	Iteration 79F: 3 clusters Score -1679744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Entering Unmasked Estep 
Score: -393900.718750 Penalty: 1320.751221
	Iteration 0F: 2 clusters Score -393900.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -390970.718750 Penalty: 2641.502441
	Iteration 0F: 3 clusters Score -390970.7 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -391858.281250 Penalty: 2641.502441
	Iteration 1F: 3 clusters Score -391858.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -392100.250000 Penalty: 2641.502441
	Iteration 2F: 3 clusters Score -392100.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -392292.250000 Penalty: 2641.502441
	Iteration 3F: 3 clusters Score -392292.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -392460.875000 Penalty: 2641.502441
	Iteration 4F: 3 clusters Score -392460.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -392564.468750 Penalty: 2641.502441
	Iteration 5Q: 3 clusters Score -392564.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -392636.437500 Penalty: 2641.502441
	Iteration 6Q: 3 clusters Score -392636.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -392695.000000 Penalty: 2641.502441
	Iteration 7Q: 3 clusters Score -392695 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -392762.843750 Penalty: 2641.502441
	Iteration 8Q: 3 clusters Score -392762.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -392816.531250 Penalty: 2641.502441
	Iteration 9Q: 3 clusters Score -392816.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -392856.718750 Penalty: 2641.502441
	Iteration 10Q: 3 clusters Score -392856.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -392885.781250 Penalty: 2641.502441
	Iteration 11Q: 3 clusters Score -392885.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -392916.750000 Penalty: 2641.502441
	Iteration 12Q: 3 clusters Score -392916.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -392937.718750 Penalty: 2641.502441
	Iteration 13Q: 3 clusters Score -392937.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -392961.218750 Penalty: 2641.502441
	Iteration 14Q: 3 clusters Score -392961.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -392977.125000 Penalty: 2641.502441
	Iteration 15Q: 3 clusters Score -392977.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -392991.812500 Penalty: 2641.502441
	Iteration 16Q: 3 clusters Score -392991.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -393000.781250 Penalty: 2641.502441
	Iteration 17Q: 3 clusters Score -393000.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -393007.562500 Penalty: 2641.502441
	Iteration 18Q: 3 clusters Score -393007.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -393016.937500 Penalty: 2641.502441
	Iteration 19Q: 3 clusters Score -393016.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -393025.625000 Penalty: 2641.502441
	Iteration 20F: 3 clusters Score -393025.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -393031.875000 Penalty: 2641.502441
	Iteration 21Q: 3 clusters Score -393031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -393036.562500 Penalty: 2641.502441
	Iteration 22Q: 3 clusters Score -393036.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -393046.156250 Penalty: 2641.502441
	Iteration 23Q: 3 clusters Score -393046.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -393056.312500 Penalty: 2641.502441
	Iteration 24Q: 3 clusters Score -393056.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -393070.968750 Penalty: 2641.502441
	Iteration 25Q: 3 clusters Score -393071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -393085.062500 Penalty: 2641.502441
	Iteration 26Q: 3 clusters Score -393085.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -393096.500000 Penalty: 2641.502441
	Iteration 27Q: 3 clusters Score -393096.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -393116.437500 Penalty: 2641.502441
	Iteration 28Q: 3 clusters Score -393116.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -393142.906250 Penalty: 2641.502441
	Iteration 29Q: 3 clusters Score -393142.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -393170.468750 Penalty: 2641.502441
	Iteration 30Q: 3 clusters Score -393170.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -393203.468750 Penalty: 2641.502441
	Iteration 31Q: 3 clusters Score -393203.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -393259.156250 Penalty: 2641.502441
	Iteration 32Q: 3 clusters Score -393259.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -393331.093750 Penalty: 2641.502441
	Iteration 33Q: 3 clusters Score -393331.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -393380.562500 Penalty: 2641.502441
	Iteration 34Q: 3 clusters Score -393380.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -393411.906250 Penalty: 2641.502441
	Iteration 35Q: 3 clusters Score -393411.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -393434.312500 Penalty: 2641.502441
	Iteration 36Q: 3 clusters Score -393434.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -393441.312500 Penalty: 2641.502441
	Iteration 37Q: 3 clusters Score -393441.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -393449.468750 Penalty: 2641.502441
	Iteration 38Q: 3 clusters Score -393449.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -393453.187500 Penalty: 2641.502441
	Iteration 39Q: 3 clusters Score -393453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -393466.218750 Penalty: 2641.502441
	Iteration 40F: 3 clusters Score -393466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -393478.812500 Penalty: 2641.502441
	Iteration 41Q: 3 clusters Score -393478.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -393487.468750 Penalty: 2641.502441
	Iteration 42Q: 3 clusters Score -393487.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -393497.500000 Penalty: 2641.502441
	Iteration 43Q: 3 clusters Score -393497.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -393506.437500 Penalty: 2641.502441
	Iteration 44Q: 3 clusters Score -393506.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -393511.156250 Penalty: 2641.502441
	Iteration 45Q: 3 clusters Score -393511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -393515.093750 Penalty: 2641.502441
	Iteration 46Q: 3 clusters Score -393515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -393516.843750 Penalty: 2641.502441
	Iteration 47Q: 3 clusters Score -393516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -393518.625000 Penalty: 2641.502441
	Iteration 48Q: 3 clusters Score -393518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -393519.093750 Penalty: 2641.502441
	Iteration 49Q: 3 clusters Score -393519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -393519.093750 Penalty: 2641.502441
	Iteration 50F: 3 clusters Score -393519.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -164469.671875 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -164469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -162759.562500 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -162759.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -163222.687500 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -163222.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -163387.125000 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -163387.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163486.953125 Penalty: 2362.851562
	Iteration 3F: 3 clusters Score -163487 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163597.343750 Penalty: 2362.851562
	Iteration 4F: 3 clusters Score -163597.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -163718.109375 Penalty: 2362.851562
	Iteration 5F: 3 clusters Score -163718.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -163799.187500 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -163799.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -163884.640625 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -163884.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163950.625000 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -163950.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -164018.562500 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -164018.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -164067.812500 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -164067.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -164096.468750 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -164096.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -164119.000000 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -164119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -164138.656250 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -164138.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -164149.140625 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -164149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -164155.562500 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -164155.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -164159.390625 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -164159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -164159.968750 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -164160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -164159.968750 Penalty: 2362.851562
	Iteration 18F: 3 clusters Score -164160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Entering Unmasked Estep 
Score: -5213502.000000 Penalty: 1730.464722
	Iteration 0F: 2 clusters Score -5213502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -5185340.000000 Penalty: 3460.929443
	Iteration 0F: 3 clusters Score -5185340 nChanged 19591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -5196188.500000 Penalty: 3460.929443
	Iteration 1F: 3 clusters Score -5196188 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -5196781.000000 Penalty: 3460.929443
	Iteration 2Q: 3 clusters Score -5196781 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -5197509.500000 Penalty: 3460.929443
	Iteration 3Q: 3 clusters Score -5197510 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -5198490.500000 Penalty: 3460.929443
	Iteration 4Q: 3 clusters Score -5198490 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -5199909.000000 Penalty: 3460.929443
	Iteration 5F: 3 clusters Score -5199909 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -5201658.000000 Penalty: 3460.929443
	Iteration 6F: 3 clusters Score -5201658 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -5203556.500000 Penalty: 3460.929443
	Iteration 7F: 3 clusters Score -5203556 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -5205358.500000 Penalty: 3460.929443
	Iteration 8F: 3 clusters Score -5205358 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -5206816.000000 Penalty: 3460.929443
	Iteration 9Q: 3 clusters Score -5206816 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -5207880.000000 Penalty: 3460.929443
	Iteration 10Q: 3 clusters Score -5207880 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -5208560.500000 Penalty: 3460.929443
	Iteration 11Q: 3 clusters Score -5208560 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -5209004.000000 Penalty: 3460.929443
	Iteration 12Q: 3 clusters Score -5209004 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -5209331.500000 Penalty: 3460.929443
	Iteration 13Q: 3 clusters Score -5209332 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -5209603.000000 Penalty: 3460.929443
	Iteration 14Q: 3 clusters Score -5209603 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -5209888.000000 Penalty: 3460.929443
	Iteration 15Q: 3 clusters Score -5209888 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5210143.000000 Penalty: 3460.929443
	Iteration 16Q: 3 clusters Score -5210143 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5210382.000000 Penalty: 3460.929443
	Iteration 17Q: 3 clusters Score -5210382 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5210638.000000 Penalty: 3460.929443
	Iteration 18Q: 3 clusters Score -5210638 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5210845.500000 Penalty: 3460.929443
	Iteration 19Q: 3 clusters Score -5210846 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5211040.500000 Penalty: 3460.929443
	Iteration 20F: 3 clusters Score -5211040 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5211205.000000 Penalty: 3460.929443
	Iteration 21Q: 3 clusters Score -5211205 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5211382.000000 Penalty: 3460.929443
	Iteration 22Q: 3 clusters Score -5211382 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5211501.500000 Penalty: 3460.929443
	Iteration 23Q: 3 clusters Score -5211502 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5211601.500000 Penalty: 3460.929443
	Iteration 24Q: 3 clusters Score -5211602 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5211674.000000 Penalty: 3460.929443
	Iteration 25Q: 3 clusters Score -5211674 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5211728.500000 Penalty: 3460.929443
	Iteration 26Q: 3 clusters Score -5211728 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5211773.000000 Penalty: 3460.929443
	Iteration 27Q: 3 clusters Score -5211773 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5211819.500000 Penalty: 3460.929443
	Iteration 28Q: 3 clusters Score -5211820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5211838.000000 Penalty: 3460.929443
	Iteration 29Q: 3 clusters Score -5211838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5211872.500000 Penalty: 3460.929443
	Iteration 30Q: 3 clusters Score -5211872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5211895.500000 Penalty: 3460.929443
	Iteration 31Q: 3 clusters Score -5211896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5211916.500000 Penalty: 3460.929443
	Iteration 32Q: 3 clusters Score -5211916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5211937.500000 Penalty: 3460.929443
	Iteration 33Q: 3 clusters Score -5211938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5211952.500000 Penalty: 3460.929443
	Iteration 34Q: 3 clusters Score -5211952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5211963.000000 Penalty: 3460.929443
	Iteration 35Q: 3 clusters Score -5211963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5211984.000000 Penalty: 3460.929443
	Iteration 36Q: 3 clusters Score -5211984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5211981.500000 Penalty: 3460.929443
	Iteration 37Q: 3 clusters Score -5211982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5211995.000000 Penalty: 3460.929443
	Iteration 38Q: 3 clusters Score -5211995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5211998.500000 Penalty: 3460.929443
	Iteration 39Q: 3 clusters Score -5211998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5212002.500000 Penalty: 3460.929443
	Iteration 40F: 3 clusters Score -5212002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5212000.000000 Penalty: 3460.929443
	Iteration 41Q: 3 clusters Score -5212000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5212005.000000 Penalty: 3460.929443
	Iteration 42Q: 3 clusters Score -5212005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5212002.500000 Penalty: 3460.929443
	Iteration 43Q: 3 clusters Score -5212002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5212006.500000 Penalty: 3460.929443
	Iteration 44Q: 3 clusters Score -5212006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5212006.500000 Penalty: 3460.929443
	Iteration 45Q: 3 clusters Score -5212006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5212010.500000 Penalty: 3460.929443
	Iteration 46Q: 3 clusters Score -5212010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5212012.000000 Penalty: 3460.929443
	Iteration 47Q: 3 clusters Score -5212012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5212022.000000 Penalty: 3460.929443
	Iteration 48Q: 3 clusters Score -5212022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5212023.500000 Penalty: 3460.929443
	Iteration 49Q: 3 clusters Score -5212024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5212027.500000 Penalty: 3460.929443
	Iteration 50Q: 3 clusters Score -5212028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5212022.500000 Penalty: 3460.929443
	Iteration 51Q: 3 clusters Score -5212022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5212024.000000 Penalty: 3460.929443
	Iteration 52Q: 3 clusters Score -5212024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5212022.000000 Penalty: 3460.929443
	Iteration 53Q: 3 clusters Score -5212022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5212019.500000 Penalty: 3460.929443
	Iteration 54Q: 3 clusters Score -5212020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5212025.000000 Penalty: 3460.929443
	Iteration 55Q: 3 clusters Score -5212025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5212025.000000 Penalty: 3460.929443
	Iteration 56F: 3 clusters Score -5212025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -235197.343750 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -235197.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -233060.796875 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -233060.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -233579.890625 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -233579.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -233699.859375 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -233699.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -233781.343750 Penalty: 2484.287598
	Iteration 3Q: 3 clusters Score -233781.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -233863.250000 Penalty: 2484.287598
	Iteration 4Q: 3 clusters Score -233863.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -233943.328125 Penalty: 2484.287598
	Iteration 5Q: 3 clusters Score -233943.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -234023.125000 Penalty: 2484.287598
	Iteration 6Q: 3 clusters Score -234023.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -234120.890625 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -234120.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -234229.718750 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -234229.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -234352.562500 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -234352.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234466.312500 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -234466.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -234558.046875 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -234558 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -234613.890625 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -234613.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234648.156250 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -234648.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234674.375000 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -234674.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -234694.531250 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -234694.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234708.015625 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -234708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234713.296875 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -234713.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234716.953125 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -234717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234717.234375 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -234717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234717.234375 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -234717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -292583.625000 Penalty: 1272.702271
	Iteration 0F: 2 clusters Score -292583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -290155.281250 Penalty: 2545.404541
	Iteration 0F: 3 clusters Score -290155.3 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -290720.406250 Penalty: 2545.404541
	Iteration 1F: 3 clusters Score -290720.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -290872.343750 Penalty: 2545.404541
	Iteration 2F: 3 clusters Score -290872.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -290990.281250 Penalty: 2545.404541
	Iteration 3F: 3 clusters Score -290990.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -291106.937500 Penalty: 2545.404541
	Iteration 4Q: 3 clusters Score -291106.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -291226.000000 Penalty: 2545.404541
	Iteration 5Q: 3 clusters Score -291226 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -291352.000000 Penalty: 2545.404541
	Iteration 6Q: 3 clusters Score -291352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -291479.562500 Penalty: 2545.404541
	Iteration 7Q: 3 clusters Score -291479.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -291595.406250 Penalty: 2545.404541
	Iteration 8Q: 3 clusters Score -291595.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -291702.593750 Penalty: 2545.404541
	Iteration 9Q: 3 clusters Score -291702.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -291810.593750 Penalty: 2545.404541
	Iteration 10Q: 3 clusters Score -291810.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -291902.406250 Penalty: 2545.404541
	Iteration 11Q: 3 clusters Score -291902.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -291965.937500 Penalty: 2545.404541
	Iteration 12Q: 3 clusters Score -291965.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -292009.343750 Penalty: 2545.404541
	Iteration 13Q: 3 clusters Score -292009.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -292044.218750 Penalty: 2545.404541
	Iteration 14Q: 3 clusters Score -292044.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -292067.656250 Penalty: 2545.404541
	Iteration 15Q: 3 clusters Score -292067.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -292123.625000 Penalty: 2545.404541
	Iteration 16Q: 3 clusters Score -292123.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -292217.812500 Penalty: 2545.404541
	Iteration 17Q: 3 clusters Score -292217.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -292386.125000 Penalty: 2545.404541
	Iteration 18Q: 3 clusters Score -292386.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -292513.468750 Penalty: 2545.404541
	Iteration 19Q: 3 clusters Score -292513.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -292584.500000 Penalty: 2545.404541
	Iteration 20F: 3 clusters Score -292584.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -292611.062500 Penalty: 2545.404541
	Iteration 21Q: 3 clusters Score -292611.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -292637.843750 Penalty: 2545.404541
	Iteration 22Q: 3 clusters Score -292637.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -292656.000000 Penalty: 2545.404541
	Iteration 23Q: 3 clusters Score -292656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -292666.937500 Penalty: 2545.404541
	Iteration 24Q: 3 clusters Score -292666.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -292674.906250 Penalty: 2545.404541
	Iteration 25Q: 3 clusters Score -292674.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -292681.250000 Penalty: 2545.404541
	Iteration 26Q: 3 clusters Score -292681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -292685.625000 Penalty: 2545.404541
	Iteration 27Q: 3 clusters Score -292685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -292690.281250 Penalty: 2545.404541
	Iteration 28Q: 3 clusters Score -292690.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -292695.312500 Penalty: 2545.404541
	Iteration 29Q: 3 clusters Score -292695.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -292696.812500 Penalty: 2545.404541
	Iteration 30Q: 3 clusters Score -292696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -292697.875000 Penalty: 2545.404541
	Iteration 31Q: 3 clusters Score -292697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -292698.906250 Penalty: 2545.404541
	Iteration 32Q: 3 clusters Score -292698.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -292699.718750 Penalty: 2545.404541
	Iteration 33Q: 3 clusters Score -292699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -292700.531250 Penalty: 2545.404541
	Iteration 34Q: 3 clusters Score -292700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -292703.031250 Penalty: 2545.404541
	Iteration 35Q: 3 clusters Score -292703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -292706.906250 Penalty: 2545.404541
	Iteration 36Q: 3 clusters Score -292706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -292710.625000 Penalty: 2545.404541
	Iteration 37Q: 3 clusters Score -292710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -292717.187500 Penalty: 2545.404541
	Iteration 38Q: 3 clusters Score -292717.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -292723.531250 Penalty: 2545.404541
	Iteration 39Q: 3 clusters Score -292723.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -292726.281250 Penalty: 2545.404541
	Iteration 40F: 3 clusters Score -292726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -292731.437500 Penalty: 2545.404541
	Iteration 41Q: 3 clusters Score -292731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -292733.812500 Penalty: 2545.404541
	Iteration 42Q: 3 clusters Score -292733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -292736.625000 Penalty: 2545.404541
	Iteration 43Q: 3 clusters Score -292736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -292740.000000 Penalty: 2545.404541
	Iteration 44Q: 3 clusters Score -292740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -292740.968750 Penalty: 2545.404541
	Iteration 45Q: 3 clusters Score -292741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -292741.281250 Penalty: 2545.404541
	Iteration 46Q: 3 clusters Score -292741.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -292741.281250 Penalty: 2545.404541
	Iteration 47F: 3 clusters Score -292741.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83161 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19467 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84756 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91949 members 
Mstep: Class 22 contains 90756 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89470 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87218 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30705 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 747 members 
Entering Unmasked Estep 
Score: -102230032.000000 Penalty: 73158.421875
Splitting cluster 7 changes total score from -102230640.000000 to -102230032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Entering Unmasked Estep 
Score: -602822.187500 Penalty: 1386.142822
	Iteration 0F: 2 clusters Score -602822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -598798.125000 Penalty: 2772.285645
	Iteration 0F: 3 clusters Score -598798.1 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -600000.062500 Penalty: 2772.285645
	Iteration 1F: 3 clusters Score -600000.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -600229.000000 Penalty: 2772.285645
	Iteration 2F: 3 clusters Score -600229 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -600398.437500 Penalty: 2772.285645
	Iteration 3F: 3 clusters Score -600398.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -600535.812500 Penalty: 2772.285645
	Iteration 4Q: 3 clusters Score -600535.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -600665.750000 Penalty: 2772.285645
	Iteration 5Q: 3 clusters Score -600665.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -600800.312500 Penalty: 2772.285645
	Iteration 6Q: 3 clusters Score -600800.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -600927.187500 Penalty: 2772.285645
	Iteration 7Q: 3 clusters Score -600927.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -601050.000000 Penalty: 2772.285645
	Iteration 8Q: 3 clusters Score -601050 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -601185.812500 Penalty: 2772.285645
	Iteration 9Q: 3 clusters Score -601185.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -601302.312500 Penalty: 2772.285645
	Iteration 10Q: 3 clusters Score -601302.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -601412.125000 Penalty: 2772.285645
	Iteration 11Q: 3 clusters Score -601412.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -601523.750000 Penalty: 2772.285645
	Iteration 12Q: 3 clusters Score -601523.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -601621.187500 Penalty: 2772.285645
	Iteration 13Q: 3 clusters Score -601621.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -601700.062500 Penalty: 2772.285645
	Iteration 14Q: 3 clusters Score -601700.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -601770.187500 Penalty: 2772.285645
	Iteration 15Q: 3 clusters Score -601770.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -601807.125000 Penalty: 2772.285645
	Iteration 16Q: 3 clusters Score -601807.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -601839.375000 Penalty: 2772.285645
	Iteration 17Q: 3 clusters Score -601839.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -601861.375000 Penalty: 2772.285645
	Iteration 18Q: 3 clusters Score -601861.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -601871.625000 Penalty: 2772.285645
	Iteration 19Q: 3 clusters Score -601871.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -601874.437500 Penalty: 2772.285645
	Iteration 20F: 3 clusters Score -601874.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -601878.375000 Penalty: 2772.285645
	Iteration 21Q: 3 clusters Score -601878.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -601881.812500 Penalty: 2772.285645
	Iteration 22Q: 3 clusters Score -601881.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -601884.562500 Penalty: 2772.285645
	Iteration 23Q: 3 clusters Score -601884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -601886.125000 Penalty: 2772.285645
	Iteration 24Q: 3 clusters Score -601886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -601886.812500 Penalty: 2772.285645
	Iteration 25Q: 3 clusters Score -601886.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -601889.375000 Penalty: 2772.285645
	Iteration 26Q: 3 clusters Score -601889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -601889.125000 Penalty: 2772.285645
	Iteration 27Q: 3 clusters Score -601889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -601890.250000 Penalty: 2772.285645
	Iteration 28Q: 3 clusters Score -601890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -601892.437500 Penalty: 2772.285645
	Iteration 29Q: 3 clusters Score -601892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -601893.875000 Penalty: 2772.285645
	Iteration 30Q: 3 clusters Score -601893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -601893.812500 Penalty: 2772.285645
	Iteration 31Q: 3 clusters Score -601893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -601894.437500 Penalty: 2772.285645
	Iteration 32Q: 3 clusters Score -601894.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -601895.187500 Penalty: 2772.285645
	Iteration 33Q: 3 clusters Score -601895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -601895.625000 Penalty: 2772.285645
	Iteration 34Q: 3 clusters Score -601895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -601896.312500 Penalty: 2772.285645
	Iteration 35Q: 3 clusters Score -601896.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -601897.250000 Penalty: 2772.285645
	Iteration 36Q: 3 clusters Score -601897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -601899.875000 Penalty: 2772.285645
	Iteration 37Q: 3 clusters Score -601899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -601902.000000 Penalty: 2772.285645
	Iteration 38Q: 3 clusters Score -601902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -601902.562500 Penalty: 2772.285645
	Iteration 39Q: 3 clusters Score -601902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -601902.750000 Penalty: 2772.285645
	Iteration 40F: 3 clusters Score -601902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -601903.625000 Penalty: 2772.285645
	Iteration 41Q: 3 clusters Score -601903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -601904.000000 Penalty: 2772.285645
	Iteration 42Q: 3 clusters Score -601904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -601904.250000 Penalty: 2772.285645
	Iteration 43Q: 3 clusters Score -601904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -601904.250000 Penalty: 2772.285645
	Iteration 44F: 3 clusters Score -601904.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Entering Unmasked Estep 
Score: -6134297.500000 Penalty: 1752.888672
	Iteration 0F: 2 clusters Score -6134298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -6102083.000000 Penalty: 3505.777344
	Iteration 0F: 3 clusters Score -6102083 nChanged 22681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -6115008.000000 Penalty: 3505.777344
	Iteration 1F: 3 clusters Score -6115008 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -6115483.500000 Penalty: 3505.777344
	Iteration 2Q: 3 clusters Score -6115484 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -6115986.500000 Penalty: 3505.777344
	Iteration 3Q: 3 clusters Score -6115986 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -6116663.000000 Penalty: 3505.777344
	Iteration 4Q: 3 clusters Score -6116663 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -6117840.000000 Penalty: 3505.777344
	Iteration 5Q: 3 clusters Score -6117840 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -6119693.000000 Penalty: 3505.777344
	Iteration 6F: 3 clusters Score -6119693 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -6122457.000000 Penalty: 3505.777344
	Iteration 7F: 3 clusters Score -6122457 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -6125773.500000 Penalty: 3505.777344
	Iteration 8F: 3 clusters Score -6125774 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -6128555.000000 Penalty: 3505.777344
	Iteration 9F: 3 clusters Score -6128555 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6130298.500000 Penalty: 3505.777344
	Iteration 10Q: 3 clusters Score -6130298 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6131348.500000 Penalty: 3505.777344
	Iteration 11Q: 3 clusters Score -6131348 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6131918.500000 Penalty: 3505.777344
	Iteration 12Q: 3 clusters Score -6131918 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6132209.000000 Penalty: 3505.777344
	Iteration 13Q: 3 clusters Score -6132209 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6132413.000000 Penalty: 3505.777344
	Iteration 14Q: 3 clusters Score -6132413 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6132541.000000 Penalty: 3505.777344
	Iteration 15Q: 3 clusters Score -6132541 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6132616.000000 Penalty: 3505.777344
	Iteration 16Q: 3 clusters Score -6132616 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6132677.000000 Penalty: 3505.777344
	Iteration 17Q: 3 clusters Score -6132677 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6132722.000000 Penalty: 3505.777344
	Iteration 18Q: 3 clusters Score -6132722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6132758.000000 Penalty: 3505.777344
	Iteration 19Q: 3 clusters Score -6132758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6132797.000000 Penalty: 3505.777344
	Iteration 20F: 3 clusters Score -6132797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6132826.500000 Penalty: 3505.777344
	Iteration 21Q: 3 clusters Score -6132826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6132847.500000 Penalty: 3505.777344
	Iteration 22Q: 3 clusters Score -6132848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6132880.500000 Penalty: 3505.777344
	Iteration 23Q: 3 clusters Score -6132880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6132888.000000 Penalty: 3505.777344
	Iteration 24Q: 3 clusters Score -6132888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6132908.000000 Penalty: 3505.777344
	Iteration 25Q: 3 clusters Score -6132908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6132913.500000 Penalty: 3505.777344
	Iteration 26Q: 3 clusters Score -6132914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6132914.500000 Penalty: 3505.777344
	Iteration 27Q: 3 clusters Score -6132914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6132912.000000 Penalty: 3505.777344
	Iteration 28Q: 3 clusters Score -6132912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6132920.000000 Penalty: 3505.777344
	Iteration 29Q: 3 clusters Score -6132920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6132929.500000 Penalty: 3505.777344
	Iteration 30Q: 3 clusters Score -6132930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6132929.000000 Penalty: 3505.777344
	Iteration 31Q: 3 clusters Score -6132929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6132941.000000 Penalty: 3505.777344
	Iteration 32Q: 3 clusters Score -6132941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6132933.000000 Penalty: 3505.777344
	Iteration 33Q: 3 clusters Score -6132933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6132942.500000 Penalty: 3505.777344
	Iteration 34Q: 3 clusters Score -6132942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6132939.500000 Penalty: 3505.777344
	Iteration 35Q: 3 clusters Score -6132940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6132939.500000 Penalty: 3505.777344
	Iteration 36F: 3 clusters Score -6132940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Entering Unmasked Estep 
Score: -2224187.000000 Penalty: 1596.876099
	Iteration 0F: 2 clusters Score -2224187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2211494.000000 Penalty: 3193.752197
	Iteration 0F: 3 clusters Score -2211494 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2216053.000000 Penalty: 3193.752197
	Iteration 1F: 3 clusters Score -2216053 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2216544.000000 Penalty: 3193.752197
	Iteration 2F: 3 clusters Score -2216544 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2217151.500000 Penalty: 3193.752197
	Iteration 3F: 3 clusters Score -2217152 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2217942.250000 Penalty: 3193.752197
	Iteration 4F: 3 clusters Score -2217942 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2218934.500000 Penalty: 3193.752197
	Iteration 5F: 3 clusters Score -2218934 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2219980.500000 Penalty: 3193.752197
	Iteration 6F: 3 clusters Score -2219980 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2220860.000000 Penalty: 3193.752197
	Iteration 7F: 3 clusters Score -2220860 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2221496.250000 Penalty: 3193.752197
	Iteration 8Q: 3 clusters Score -2221496 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2221937.750000 Penalty: 3193.752197
	Iteration 9Q: 3 clusters Score -2221938 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2222215.250000 Penalty: 3193.752197
	Iteration 10Q: 3 clusters Score -2222215 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2222396.500000 Penalty: 3193.752197
	Iteration 11Q: 3 clusters Score -2222396 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2222530.500000 Penalty: 3193.752197
	Iteration 12Q: 3 clusters Score -2222530 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2222595.750000 Penalty: 3193.752197
	Iteration 13Q: 3 clusters Score -2222596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2222637.500000 Penalty: 3193.752197
	Iteration 14Q: 3 clusters Score -2222638 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2222667.500000 Penalty: 3193.752197
	Iteration 15Q: 3 clusters Score -2222668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2222709.750000 Penalty: 3193.752197
	Iteration 16Q: 3 clusters Score -2222710 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2222740.000000 Penalty: 3193.752197
	Iteration 17Q: 3 clusters Score -2222740 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2222761.750000 Penalty: 3193.752197
	Iteration 18Q: 3 clusters Score -2222762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2222784.750000 Penalty: 3193.752197
	Iteration 19Q: 3 clusters Score -2222785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2222810.750000 Penalty: 3193.752197
	Iteration 20F: 3 clusters Score -2222811 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2222818.250000 Penalty: 3193.752197
	Iteration 21Q: 3 clusters Score -2222818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2222827.250000 Penalty: 3193.752197
	Iteration 22Q: 3 clusters Score -2222827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2222835.750000 Penalty: 3193.752197
	Iteration 23Q: 3 clusters Score -2222836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2222839.000000 Penalty: 3193.752197
	Iteration 24Q: 3 clusters Score -2222839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2222840.750000 Penalty: 3193.752197
	Iteration 25Q: 3 clusters Score -2222841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2222842.750000 Penalty: 3193.752197
	Iteration 26Q: 3 clusters Score -2222843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2222842.250000 Penalty: 3193.752197
	Iteration 27Q: 3 clusters Score -2222842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2222842.000000 Penalty: 3193.752197
	Iteration 28Q: 3 clusters Score -2222842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2222841.250000 Penalty: 3193.752197
	Iteration 29Q: 3 clusters Score -2222841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2222841.000000 Penalty: 3193.752197
	Iteration 30Q: 3 clusters Score -2222841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2222840.250000 Penalty: 3193.752197
	Iteration 31Q: 3 clusters Score -2222840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2222842.000000 Penalty: 3193.752197
	Iteration 32Q: 3 clusters Score -2222842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2222841.250000 Penalty: 3193.752197
	Iteration 33Q: 3 clusters Score -2222841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2222841.250000 Penalty: 3193.752197
	Iteration 34F: 3 clusters Score -2222841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -199520.921875 Penalty: 1217.483032
	Iteration 0F: 2 clusters Score -199520.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -197571.171875 Penalty: 2434.966064
	Iteration 0F: 3 clusters Score -197571.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -198047.640625 Penalty: 2434.966064
	Iteration 1F: 3 clusters Score -198047.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -198280.875000 Penalty: 2434.966064
	Iteration 2F: 3 clusters Score -198280.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -198589.406250 Penalty: 2434.966064
	Iteration 3F: 3 clusters Score -198589.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -198935.640625 Penalty: 2434.966064
	Iteration 4F: 3 clusters Score -198935.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -199208.765625 Penalty: 2434.966064
	Iteration 5F: 3 clusters Score -199208.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -199403.125000 Penalty: 2434.966064
	Iteration 6F: 3 clusters Score -199403.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -199493.937500 Penalty: 2434.966064
	Iteration 7Q: 3 clusters Score -199493.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -199528.796875 Penalty: 2434.966064
	Iteration 8Q: 3 clusters Score -199528.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -199555.250000 Penalty: 2434.966064
	Iteration 9Q: 3 clusters Score -199555.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -199572.171875 Penalty: 2434.966064
	Iteration 10Q: 3 clusters Score -199572.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -199582.765625 Penalty: 2434.966064
	Iteration 11Q: 3 clusters Score -199582.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -199591.968750 Penalty: 2434.966064
	Iteration 12Q: 3 clusters Score -199592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -199599.203125 Penalty: 2434.966064
	Iteration 13Q: 3 clusters Score -199599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -199604.031250 Penalty: 2434.966064
	Iteration 14Q: 3 clusters Score -199604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -199604.890625 Penalty: 2434.966064
	Iteration 15Q: 3 clusters Score -199604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -199605.953125 Penalty: 2434.966064
	Iteration 16Q: 3 clusters Score -199606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -199606.718750 Penalty: 2434.966064
	Iteration 17Q: 3 clusters Score -199606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -199607.078125 Penalty: 2434.966064
	Iteration 18Q: 3 clusters Score -199607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -199607.781250 Penalty: 2434.966064
	Iteration 19Q: 3 clusters Score -199607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -199608.125000 Penalty: 2434.966064
	Iteration 20F: 3 clusters Score -199608.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83161 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19467 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84756 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91949 members 
Mstep: Class 22 contains 90756 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89470 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87218 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30705 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 991 members 
Entering Unmasked Estep 
Score: -102229800.000000 Penalty: 73158.421875
Splitting cluster 11 changes total score from -102230640.000000 to -102229800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -11760.439453 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11760.44 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 115 members 
Entering Unmasked Estep 
Score: -11146.808594 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -11146.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11496.541016 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -11496.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11692.270508 Penalty: 1760.232666
	Iteration 2F: 3 clusters Score -11692.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11819.321289 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -11819.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11859.167969 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -11859.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11863.277344 Penalty: 1760.232666
	Iteration 5Q: 3 clusters Score -11863.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11863.277344 Penalty: 1760.232666
	Iteration 6F: 3 clusters Score -11863.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 83161 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19467 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84756 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91949 members 
Mstep: Class 22 contains 90756 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89470 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87218 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30705 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 68 members 
Entering Unmasked Estep 
Score: -102229480.000000 Penalty: 73158.421875
Splitting cluster 12 changes total score from -102230640.000000 to -102229480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (83161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Entering Unmasked Estep 
Score: -10307748.000000 Penalty: 1840.886841
	Iteration 0F: 2 clusters Score -1.030775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -10252889.000000 Penalty: 3681.773682
	Iteration 0F: 3 clusters Score -1.025289e+07 nChanged 39656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -10276137.000000 Penalty: 3681.773682
	Iteration 1F: 3 clusters Score -1.027614e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -10277528.000000 Penalty: 3681.773682
	Iteration 2Q: 3 clusters Score -1.027753e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -10280117.000000 Penalty: 3681.773682
	Iteration 3F: 3 clusters Score -1.028012e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -10284503.000000 Penalty: 3681.773682
	Iteration 4F: 3 clusters Score -1.02845e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -10290825.000000 Penalty: 3681.773682
	Iteration 5F: 3 clusters Score -1.029082e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -10297284.000000 Penalty: 3681.773682
	Iteration 6F: 3 clusters Score -1.029728e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -10301845.000000 Penalty: 3681.773682
	Iteration 7F: 3 clusters Score -1.030184e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -10304203.000000 Penalty: 3681.773682
	Iteration 8Q: 3 clusters Score -1.03042e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -10305650.000000 Penalty: 3681.773682
	Iteration 9Q: 3 clusters Score -1.030565e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -10306349.000000 Penalty: 3681.773682
	Iteration 10Q: 3 clusters Score -1.030635e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -10306627.000000 Penalty: 3681.773682
	Iteration 11Q: 3 clusters Score -1.030663e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -10306797.000000 Penalty: 3681.773682
	Iteration 12Q: 3 clusters Score -1.03068e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -10306926.000000 Penalty: 3681.773682
	Iteration 13Q: 3 clusters Score -1.030693e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -10306992.000000 Penalty: 3681.773682
	Iteration 14Q: 3 clusters Score -1.030699e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -10307016.000000 Penalty: 3681.773682
	Iteration 15Q: 3 clusters Score -1.030702e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78316 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -10307064.000000 Penalty: 3681.773682
	Iteration 16Q: 3 clusters Score -1.030706e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -10307118.000000 Penalty: 3681.773682
	Iteration 17Q: 3 clusters Score -1.030712e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -10307145.000000 Penalty: 3681.773682
	Iteration 18Q: 3 clusters Score -1.030714e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -10307174.000000 Penalty: 3681.773682
	Iteration 19Q: 3 clusters Score -1.030717e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -10307163.000000 Penalty: 3681.773682
	Iteration 20F: 3 clusters Score -1.030716e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -10307165.000000 Penalty: 3681.773682
	Iteration 21Q: 3 clusters Score -1.030716e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -10307177.000000 Penalty: 3681.773682
	Iteration 22Q: 3 clusters Score -1.030718e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -10307176.000000 Penalty: 3681.773682
	Iteration 23Q: 3 clusters Score -1.030718e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -10307181.000000 Penalty: 3681.773682
	Iteration 24Q: 3 clusters Score -1.030718e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -10307191.000000 Penalty: 3681.773682
	Iteration 25Q: 3 clusters Score -1.030719e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -10307208.000000 Penalty: 3681.773682
	Iteration 26Q: 3 clusters Score -1.030721e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -10307207.000000 Penalty: 3681.773682
	Iteration 27Q: 3 clusters Score -1.030721e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -10307200.000000 Penalty: 3681.773682
	Iteration 28Q: 3 clusters Score -1.03072e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -10307189.000000 Penalty: 3681.773682
	Iteration 29Q: 3 clusters Score -1.030719e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -10307189.000000 Penalty: 3681.773682
	Iteration 30Q: 3 clusters Score -1.030719e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -10307186.000000 Penalty: 3681.773682
	Iteration 31Q: 3 clusters Score -1.030719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79637 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -10307183.000000 Penalty: 3681.773682
	Iteration 32Q: 3 clusters Score -1.030718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -10307182.000000 Penalty: 3681.773682
	Iteration 33Q: 3 clusters Score -1.030718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -10307177.000000 Penalty: 3681.773682
	Iteration 34Q: 3 clusters Score -1.030718e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -10307171.000000 Penalty: 3681.773682
	Iteration 35Q: 3 clusters Score -1.030717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -10307171.000000 Penalty: 3681.773682
	Iteration 36Q: 3 clusters Score -1.030717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -10307186.000000 Penalty: 3681.773682
	Iteration 37Q: 3 clusters Score -1.030719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -10307181.000000 Penalty: 3681.773682
	Iteration 38Q: 3 clusters Score -1.030718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -10307183.000000 Penalty: 3681.773682
	Iteration 39Q: 3 clusters Score -1.030718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -10307179.000000 Penalty: 3681.773682
	Iteration 40F: 3 clusters Score -1.030718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -10307184.000000 Penalty: 3681.773682
	Iteration 41Q: 3 clusters Score -1.030718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -10307182.000000 Penalty: 3681.773682
	Iteration 42Q: 3 clusters Score -1.030718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -10307183.000000 Penalty: 3681.773682
	Iteration 43Q: 3 clusters Score -1.030718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -10307184.000000 Penalty: 3681.773682
	Iteration 44Q: 3 clusters Score -1.030718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -10307184.000000 Penalty: 3681.773682
	Iteration 45F: 3 clusters Score -1.030718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Entering Unmasked Estep 
Score: -1749216.000000 Penalty: 1552.225220
	Iteration 0F: 2 clusters Score -1749216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1739383.500000 Penalty: 3104.450439
	Iteration 0F: 3 clusters Score -1739384 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1742683.500000 Penalty: 3104.450439
	Iteration 1F: 3 clusters Score -1742684 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1742894.375000 Penalty: 3104.450439
	Iteration 2Q: 3 clusters Score -1742894 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1743072.000000 Penalty: 3104.450439
	Iteration 3Q: 3 clusters Score -1743072 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1743224.125000 Penalty: 3104.450439
	Iteration 4Q: 3 clusters Score -1743224 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1743339.875000 Penalty: 3104.450439
	Iteration 5Q: 3 clusters Score -1743340 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1743465.000000 Penalty: 3104.450439
	Iteration 6Q: 3 clusters Score -1743465 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1743600.375000 Penalty: 3104.450439
	Iteration 7Q: 3 clusters Score -1743600 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1743729.125000 Penalty: 3104.450439
	Iteration 8Q: 3 clusters Score -1743729 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1743872.125000 Penalty: 3104.450439
	Iteration 9Q: 3 clusters Score -1743872 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1744041.000000 Penalty: 3104.450439
	Iteration 10Q: 3 clusters Score -1744041 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1744289.125000 Penalty: 3104.450439
	Iteration 11Q: 3 clusters Score -1744289 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1744668.250000 Penalty: 3104.450439
	Iteration 12Q: 3 clusters Score -1744668 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1745117.000000 Penalty: 3104.450439
	Iteration 13Q: 3 clusters Score -1745117 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1745567.750000 Penalty: 3104.450439
	Iteration 14Q: 3 clusters Score -1745568 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1746028.250000 Penalty: 3104.450439
	Iteration 15Q: 3 clusters Score -1746028 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1746404.375000 Penalty: 3104.450439
	Iteration 16Q: 3 clusters Score -1746404 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1746711.875000 Penalty: 3104.450439
	Iteration 17Q: 3 clusters Score -1746712 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1746960.125000 Penalty: 3104.450439
	Iteration 18Q: 3 clusters Score -1746960 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1747152.375000 Penalty: 3104.450439
	Iteration 19Q: 3 clusters Score -1747152 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1747287.000000 Penalty: 3104.450439
	Iteration 20F: 3 clusters Score -1747287 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1747395.250000 Penalty: 3104.450439
	Iteration 21Q: 3 clusters Score -1747395 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1747474.000000 Penalty: 3104.450439
	Iteration 22Q: 3 clusters Score -1747474 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1747538.375000 Penalty: 3104.450439
	Iteration 23Q: 3 clusters Score -1747538 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1747591.375000 Penalty: 3104.450439
	Iteration 24Q: 3 clusters Score -1747591 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1747650.625000 Penalty: 3104.450439
	Iteration 25Q: 3 clusters Score -1747651 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1747690.375000 Penalty: 3104.450439
	Iteration 26Q: 3 clusters Score -1747690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1747719.375000 Penalty: 3104.450439
	Iteration 27Q: 3 clusters Score -1747719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1747744.500000 Penalty: 3104.450439
	Iteration 28Q: 3 clusters Score -1747744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1747759.375000 Penalty: 3104.450439
	Iteration 29Q: 3 clusters Score -1747759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1747775.625000 Penalty: 3104.450439
	Iteration 30Q: 3 clusters Score -1747776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1747781.000000 Penalty: 3104.450439
	Iteration 31Q: 3 clusters Score -1747781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1747791.000000 Penalty: 3104.450439
	Iteration 32Q: 3 clusters Score -1747791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1747795.750000 Penalty: 3104.450439
	Iteration 33Q: 3 clusters Score -1747796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1747808.500000 Penalty: 3104.450439
	Iteration 34Q: 3 clusters Score -1747808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1747811.625000 Penalty: 3104.450439
	Iteration 35Q: 3 clusters Score -1747812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1747817.750000 Penalty: 3104.450439
	Iteration 36Q: 3 clusters Score -1747818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1747825.875000 Penalty: 3104.450439
	Iteration 37Q: 3 clusters Score -1747826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1747833.000000 Penalty: 3104.450439
	Iteration 38Q: 3 clusters Score -1747833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1747836.500000 Penalty: 3104.450439
	Iteration 39Q: 3 clusters Score -1747836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1747840.750000 Penalty: 3104.450439
	Iteration 40F: 3 clusters Score -1747841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1747843.875000 Penalty: 3104.450439
	Iteration 41Q: 3 clusters Score -1747844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1747846.125000 Penalty: 3104.450439
	Iteration 42Q: 3 clusters Score -1747846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1747845.375000 Penalty: 3104.450439
	Iteration 43Q: 3 clusters Score -1747845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1747847.125000 Penalty: 3104.450439
	Iteration 44Q: 3 clusters Score -1747847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1747851.125000 Penalty: 3104.450439
	Iteration 45Q: 3 clusters Score -1747851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1747860.625000 Penalty: 3104.450439
	Iteration 46Q: 3 clusters Score -1747861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1747866.375000 Penalty: 3104.450439
	Iteration 47Q: 3 clusters Score -1747866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1747872.875000 Penalty: 3104.450439
	Iteration 48Q: 3 clusters Score -1747873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1747881.875000 Penalty: 3104.450439
	Iteration 49Q: 3 clusters Score -1747882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1747884.250000 Penalty: 3104.450439
	Iteration 50Q: 3 clusters Score -1747884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1747888.000000 Penalty: 3104.450439
	Iteration 51Q: 3 clusters Score -1747888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1747892.125000 Penalty: 3104.450439
	Iteration 52Q: 3 clusters Score -1747892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1747893.000000 Penalty: 3104.450439
	Iteration 53Q: 3 clusters Score -1747893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1747893.375000 Penalty: 3104.450439
	Iteration 54Q: 3 clusters Score -1747893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1747892.625000 Penalty: 3104.450439
	Iteration 55Q: 3 clusters Score -1747893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1747896.250000 Penalty: 3104.450439
	Iteration 56Q: 3 clusters Score -1747896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1747897.000000 Penalty: 3104.450439
	Iteration 57Q: 3 clusters Score -1747897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1747899.250000 Penalty: 3104.450439
	Iteration 58Q: 3 clusters Score -1747899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1747899.875000 Penalty: 3104.450439
	Iteration 59Q: 3 clusters Score -1747900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1747903.000000 Penalty: 3104.450439
	Iteration 60F: 3 clusters Score -1747903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1747903.875000 Penalty: 3104.450439
	Iteration 61Q: 3 clusters Score -1747904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1747903.625000 Penalty: 3104.450439
	Iteration 62Q: 3 clusters Score -1747904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1747902.375000 Penalty: 3104.450439
	Iteration 63Q: 3 clusters Score -1747902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1747902.375000 Penalty: 3104.450439
	Iteration 64F: 3 clusters Score -1747902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -559275.312500 Penalty: 1373.261475
	Iteration 0F: 2 clusters Score -559275.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -555499.125000 Penalty: 2746.522949
	Iteration 0F: 3 clusters Score -555499.1 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -556629.437500 Penalty: 2746.522949
	Iteration 1F: 3 clusters Score -556629.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -556925.125000 Penalty: 2746.522949
	Iteration 2F: 3 clusters Score -556925.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -557167.937500 Penalty: 2746.522949
	Iteration 3F: 3 clusters Score -557167.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -557386.937500 Penalty: 2746.522949
	Iteration 4F: 3 clusters Score -557386.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -557579.312500 Penalty: 2746.522949
	Iteration 5F: 3 clusters Score -557579.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -557727.062500 Penalty: 2746.522949
	Iteration 6Q: 3 clusters Score -557727.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -557860.500000 Penalty: 2746.522949
	Iteration 7Q: 3 clusters Score -557860.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -557970.062500 Penalty: 2746.522949
	Iteration 8Q: 3 clusters Score -557970.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -558069.375000 Penalty: 2746.522949
	Iteration 9Q: 3 clusters Score -558069.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -558148.687500 Penalty: 2746.522949
	Iteration 10Q: 3 clusters Score -558148.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -558222.812500 Penalty: 2746.522949
	Iteration 11Q: 3 clusters Score -558222.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -558291.437500 Penalty: 2746.522949
	Iteration 12Q: 3 clusters Score -558291.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -558333.000000 Penalty: 2746.522949
	Iteration 13Q: 3 clusters Score -558333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -558358.500000 Penalty: 2746.522949
	Iteration 14Q: 3 clusters Score -558358.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -558372.562500 Penalty: 2746.522949
	Iteration 15Q: 3 clusters Score -558372.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -558384.562500 Penalty: 2746.522949
	Iteration 16Q: 3 clusters Score -558384.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -558393.000000 Penalty: 2746.522949
	Iteration 17Q: 3 clusters Score -558393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -558401.625000 Penalty: 2746.522949
	Iteration 18Q: 3 clusters Score -558401.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -558410.750000 Penalty: 2746.522949
	Iteration 19Q: 3 clusters Score -558410.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -558416.812500 Penalty: 2746.522949
	Iteration 20F: 3 clusters Score -558416.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -558420.375000 Penalty: 2746.522949
	Iteration 21Q: 3 clusters Score -558420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -558422.562500 Penalty: 2746.522949
	Iteration 22Q: 3 clusters Score -558422.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -558424.562500 Penalty: 2746.522949
	Iteration 23Q: 3 clusters Score -558424.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -558427.250000 Penalty: 2746.522949
	Iteration 24Q: 3 clusters Score -558427.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -558428.375000 Penalty: 2746.522949
	Iteration 25Q: 3 clusters Score -558428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -558430.000000 Penalty: 2746.522949
	Iteration 26Q: 3 clusters Score -558430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -558432.125000 Penalty: 2746.522949
	Iteration 27Q: 3 clusters Score -558432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -558434.187500 Penalty: 2746.522949
	Iteration 28Q: 3 clusters Score -558434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -558435.437500 Penalty: 2746.522949
	Iteration 29Q: 3 clusters Score -558435.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -558438.312500 Penalty: 2746.522949
	Iteration 30Q: 3 clusters Score -558438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -558440.187500 Penalty: 2746.522949
	Iteration 31Q: 3 clusters Score -558440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -558440.312500 Penalty: 2746.522949
	Iteration 32Q: 3 clusters Score -558440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -558440.687500 Penalty: 2746.522949
	Iteration 33Q: 3 clusters Score -558440.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -558441.250000 Penalty: 2746.522949
	Iteration 34Q: 3 clusters Score -558441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -558442.125000 Penalty: 2746.522949
	Iteration 35Q: 3 clusters Score -558442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -558442.937500 Penalty: 2746.522949
	Iteration 36Q: 3 clusters Score -558442.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -558442.937500 Penalty: 2746.522949
	Iteration 37F: 3 clusters Score -558442.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Entering Unmasked Estep 
Score: -2346435.250000 Penalty: 1604.927368
	Iteration 0F: 2 clusters Score -2346435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2333235.750000 Penalty: 3209.854736
	Iteration 0F: 3 clusters Score -2333236 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2338328.250000 Penalty: 3209.854736
	Iteration 1F: 3 clusters Score -2338328 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2339121.500000 Penalty: 3209.854736
	Iteration 2F: 3 clusters Score -2339122 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2340080.250000 Penalty: 3209.854736
	Iteration 3F: 3 clusters Score -2340080 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2341041.750000 Penalty: 3209.854736
	Iteration 4F: 3 clusters Score -2341042 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2341990.500000 Penalty: 3209.854736
	Iteration 5F: 3 clusters Score -2341990 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2342868.250000 Penalty: 3209.854736
	Iteration 6F: 3 clusters Score -2342868 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2343619.250000 Penalty: 3209.854736
	Iteration 7F: 3 clusters Score -2343619 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2344209.250000 Penalty: 3209.854736
	Iteration 8Q: 3 clusters Score -2344209 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2344580.500000 Penalty: 3209.854736
	Iteration 9Q: 3 clusters Score -2344580 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2344829.750000 Penalty: 3209.854736
	Iteration 10Q: 3 clusters Score -2344830 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2345009.000000 Penalty: 3209.854736
	Iteration 11Q: 3 clusters Score -2345009 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2345146.000000 Penalty: 3209.854736
	Iteration 12Q: 3 clusters Score -2345146 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2345230.500000 Penalty: 3209.854736
	Iteration 13Q: 3 clusters Score -2345230 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2345315.750000 Penalty: 3209.854736
	Iteration 14Q: 3 clusters Score -2345316 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2345383.750000 Penalty: 3209.854736
	Iteration 15Q: 3 clusters Score -2345384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2345438.750000 Penalty: 3209.854736
	Iteration 16Q: 3 clusters Score -2345439 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2345472.750000 Penalty: 3209.854736
	Iteration 17Q: 3 clusters Score -2345473 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2345506.000000 Penalty: 3209.854736
	Iteration 18Q: 3 clusters Score -2345506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2345530.750000 Penalty: 3209.854736
	Iteration 19Q: 3 clusters Score -2345531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2345555.500000 Penalty: 3209.854736
	Iteration 20F: 3 clusters Score -2345556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2345569.500000 Penalty: 3209.854736
	Iteration 21Q: 3 clusters Score -2345570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2345575.250000 Penalty: 3209.854736
	Iteration 22Q: 3 clusters Score -2345575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2345586.500000 Penalty: 3209.854736
	Iteration 23Q: 3 clusters Score -2345586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2345589.750000 Penalty: 3209.854736
	Iteration 24Q: 3 clusters Score -2345590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2345595.250000 Penalty: 3209.854736
	Iteration 25Q: 3 clusters Score -2345595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2345602.500000 Penalty: 3209.854736
	Iteration 26Q: 3 clusters Score -2345602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2345603.750000 Penalty: 3209.854736
	Iteration 27Q: 3 clusters Score -2345604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2345609.000000 Penalty: 3209.854736
	Iteration 28Q: 3 clusters Score -2345609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2345617.000000 Penalty: 3209.854736
	Iteration 29Q: 3 clusters Score -2345617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2345621.000000 Penalty: 3209.854736
	Iteration 30Q: 3 clusters Score -2345621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2345621.000000 Penalty: 3209.854736
	Iteration 31Q: 3 clusters Score -2345621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2345624.500000 Penalty: 3209.854736
	Iteration 32Q: 3 clusters Score -2345624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2345625.250000 Penalty: 3209.854736
	Iteration 33Q: 3 clusters Score -2345625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2345624.000000 Penalty: 3209.854736
	Iteration 34Q: 3 clusters Score -2345624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2345628.000000 Penalty: 3209.854736
	Iteration 35Q: 3 clusters Score -2345628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2345629.000000 Penalty: 3209.854736
	Iteration 36Q: 3 clusters Score -2345629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2345635.500000 Penalty: 3209.854736
	Iteration 37Q: 3 clusters Score -2345636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2345646.000000 Penalty: 3209.854736
	Iteration 38Q: 3 clusters Score -2345646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2345657.500000 Penalty: 3209.854736
	Iteration 39Q: 3 clusters Score -2345658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2345654.000000 Penalty: 3209.854736
	Iteration 40F: 3 clusters Score -2345654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2345663.500000 Penalty: 3209.854736
	Iteration 41Q: 3 clusters Score -2345664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2345662.000000 Penalty: 3209.854736
	Iteration 42Q: 3 clusters Score -2345662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2345662.000000 Penalty: 3209.854736
	Iteration 43Q: 3 clusters Score -2345662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2345660.500000 Penalty: 3209.854736
	Iteration 44Q: 3 clusters Score -2345660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2345660.500000 Penalty: 3209.854736
	Iteration 45F: 3 clusters Score -2345660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -299548.156250 Penalty: 1276.526001
	Iteration 0F: 2 clusters Score -299548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -297112.406250 Penalty: 2553.052002
	Iteration 0F: 3 clusters Score -297112.4 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -297845.343750 Penalty: 2553.052002
	Iteration 1F: 3 clusters Score -297845.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -298110.593750 Penalty: 2553.052002
	Iteration 2F: 3 clusters Score -298110.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298315.750000 Penalty: 2553.052002
	Iteration 3F: 3 clusters Score -298315.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -298499.687500 Penalty: 2553.052002
	Iteration 4F: 3 clusters Score -298499.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -298633.812500 Penalty: 2553.052002
	Iteration 5F: 3 clusters Score -298633.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -298761.031250 Penalty: 2553.052002
	Iteration 6F: 3 clusters Score -298761 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -298856.718750 Penalty: 2553.052002
	Iteration 7Q: 3 clusters Score -298856.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -298909.125000 Penalty: 2553.052002
	Iteration 8Q: 3 clusters Score -298909.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -298942.687500 Penalty: 2553.052002
	Iteration 9Q: 3 clusters Score -298942.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -298969.312500 Penalty: 2553.052002
	Iteration 10Q: 3 clusters Score -298969.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -298994.906250 Penalty: 2553.052002
	Iteration 11Q: 3 clusters Score -298994.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -299018.531250 Penalty: 2553.052002
	Iteration 12Q: 3 clusters Score -299018.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -299033.375000 Penalty: 2553.052002
	Iteration 13Q: 3 clusters Score -299033.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -299053.906250 Penalty: 2553.052002
	Iteration 14Q: 3 clusters Score -299053.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -299086.468750 Penalty: 2553.052002
	Iteration 15Q: 3 clusters Score -299086.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -299105.687500 Penalty: 2553.052002
	Iteration 16Q: 3 clusters Score -299105.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -299126.656250 Penalty: 2553.052002
	Iteration 17Q: 3 clusters Score -299126.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -299145.937500 Penalty: 2553.052002
	Iteration 18Q: 3 clusters Score -299145.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -299166.906250 Penalty: 2553.052002
	Iteration 19Q: 3 clusters Score -299166.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -299186.000000 Penalty: 2553.052002
	Iteration 20F: 3 clusters Score -299186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -299204.156250 Penalty: 2553.052002
	Iteration 21Q: 3 clusters Score -299204.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -299221.687500 Penalty: 2553.052002
	Iteration 22Q: 3 clusters Score -299221.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -299237.875000 Penalty: 2553.052002
	Iteration 23Q: 3 clusters Score -299237.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -299248.000000 Penalty: 2553.052002
	Iteration 24Q: 3 clusters Score -299248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -299261.125000 Penalty: 2553.052002
	Iteration 25Q: 3 clusters Score -299261.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -299285.000000 Penalty: 2553.052002
	Iteration 26Q: 3 clusters Score -299285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -299308.375000 Penalty: 2553.052002
	Iteration 27Q: 3 clusters Score -299308.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -299326.718750 Penalty: 2553.052002
	Iteration 28Q: 3 clusters Score -299326.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -299339.625000 Penalty: 2553.052002
	Iteration 29Q: 3 clusters Score -299339.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -299351.718750 Penalty: 2553.052002
	Iteration 30Q: 3 clusters Score -299351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -299357.656250 Penalty: 2553.052002
	Iteration 31Q: 3 clusters Score -299357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -299363.343750 Penalty: 2553.052002
	Iteration 32Q: 3 clusters Score -299363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -299370.343750 Penalty: 2553.052002
	Iteration 33Q: 3 clusters Score -299370.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -299384.312500 Penalty: 2553.052002
	Iteration 34Q: 3 clusters Score -299384.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -299397.187500 Penalty: 2553.052002
	Iteration 35Q: 3 clusters Score -299397.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -299414.218750 Penalty: 2553.052002
	Iteration 36Q: 3 clusters Score -299414.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -299432.093750 Penalty: 2553.052002
	Iteration 37Q: 3 clusters Score -299432.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -299461.750000 Penalty: 2553.052002
	Iteration 38Q: 3 clusters Score -299461.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -299480.781250 Penalty: 2553.052002
	Iteration 39Q: 3 clusters Score -299480.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -299488.750000 Penalty: 2553.052002
	Iteration 40F: 3 clusters Score -299488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -299492.312500 Penalty: 2553.052002
	Iteration 41Q: 3 clusters Score -299492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -299496.843750 Penalty: 2553.052002
	Iteration 42Q: 3 clusters Score -299496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -299498.812500 Penalty: 2553.052002
	Iteration 43Q: 3 clusters Score -299498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -299501.343750 Penalty: 2553.052002
	Iteration 44Q: 3 clusters Score -299501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -299502.781250 Penalty: 2553.052002
	Iteration 45Q: 3 clusters Score -299502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -299505.375000 Penalty: 2553.052002
	Iteration 46Q: 3 clusters Score -299505.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -299506.687500 Penalty: 2553.052002
	Iteration 47Q: 3 clusters Score -299506.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -299511.750000 Penalty: 2553.052002
	Iteration 48Q: 3 clusters Score -299511.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -299515.156250 Penalty: 2553.052002
	Iteration 49Q: 3 clusters Score -299515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -299516.531250 Penalty: 2553.052002
	Iteration 50Q: 3 clusters Score -299516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -299517.593750 Penalty: 2553.052002
	Iteration 51Q: 3 clusters Score -299517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -299518.968750 Penalty: 2553.052002
	Iteration 52Q: 3 clusters Score -299519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -299520.750000 Penalty: 2553.052002
	Iteration 53Q: 3 clusters Score -299520.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -299520.750000 Penalty: 2553.052002
	Iteration 54F: 3 clusters Score -299520.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Entering Unmasked Estep 
Score: -10661197.000000 Penalty: 1843.973999
	Iteration 0F: 2 clusters Score -1.06612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -10607165.000000 Penalty: 3687.947998
	Iteration 0F: 3 clusters Score -1.060716e+07 nChanged 40242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -10630453.000000 Penalty: 3687.947998
	Iteration 1F: 3 clusters Score -1.063045e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -10631050.000000 Penalty: 3687.947998
	Iteration 2Q: 3 clusters Score -1.063105e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -10631656.000000 Penalty: 3687.947998
	Iteration 3Q: 3 clusters Score -1.063166e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -10632593.000000 Penalty: 3687.947998
	Iteration 4Q: 3 clusters Score -1.063259e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -10634236.000000 Penalty: 3687.947998
	Iteration 5Q: 3 clusters Score -1.063424e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -10637140.000000 Penalty: 3687.947998
	Iteration 6F: 3 clusters Score -1.063714e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -10641661.000000 Penalty: 3687.947998
	Iteration 7F: 3 clusters Score -1.064166e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -10646456.000000 Penalty: 3687.947998
	Iteration 8F: 3 clusters Score -1.064646e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -10649109.000000 Penalty: 3687.947998
	Iteration 9F: 3 clusters Score -1.064911e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -10650142.000000 Penalty: 3687.947998
	Iteration 10Q: 3 clusters Score -1.065014e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -10650518.000000 Penalty: 3687.947998
	Iteration 11Q: 3 clusters Score -1.065052e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -10650785.000000 Penalty: 3687.947998
	Iteration 12Q: 3 clusters Score -1.065078e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -10650984.000000 Penalty: 3687.947998
	Iteration 13Q: 3 clusters Score -1.065098e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -10651247.000000 Penalty: 3687.947998
	Iteration 14Q: 3 clusters Score -1.065125e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -10651516.000000 Penalty: 3687.947998
	Iteration 15Q: 3 clusters Score -1.065152e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -10651783.000000 Penalty: 3687.947998
	Iteration 16Q: 3 clusters Score -1.065178e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -10652046.000000 Penalty: 3687.947998
	Iteration 17Q: 3 clusters Score -1.065205e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -10652355.000000 Penalty: 3687.947998
	Iteration 18Q: 3 clusters Score -1.065236e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -10652689.000000 Penalty: 3687.947998
	Iteration 19Q: 3 clusters Score -1.065269e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -10653068.000000 Penalty: 3687.947998
	Iteration 20F: 3 clusters Score -1.065307e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -10653247.000000 Penalty: 3687.947998
	Iteration 21Q: 3 clusters Score -1.065325e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -10653564.000000 Penalty: 3687.947998
	Iteration 22Q: 3 clusters Score -1.065356e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -10653810.000000 Penalty: 3687.947998
	Iteration 23Q: 3 clusters Score -1.065381e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -10653967.000000 Penalty: 3687.947998
	Iteration 24Q: 3 clusters Score -1.065397e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -10654236.000000 Penalty: 3687.947998
	Iteration 25Q: 3 clusters Score -1.065424e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -10654499.000000 Penalty: 3687.947998
	Iteration 26Q: 3 clusters Score -1.06545e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -10654620.000000 Penalty: 3687.947998
	Iteration 27Q: 3 clusters Score -1.065462e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -10654736.000000 Penalty: 3687.947998
	Iteration 28Q: 3 clusters Score -1.065474e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -10654877.000000 Penalty: 3687.947998
	Iteration 29Q: 3 clusters Score -1.065488e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -10654947.000000 Penalty: 3687.947998
	Iteration 30Q: 3 clusters Score -1.065495e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -10655030.000000 Penalty: 3687.947998
	Iteration 31Q: 3 clusters Score -1.065503e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -10655085.000000 Penalty: 3687.947998
	Iteration 32Q: 3 clusters Score -1.065508e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -10655090.000000 Penalty: 3687.947998
	Iteration 33Q: 3 clusters Score -1.065509e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -10655141.000000 Penalty: 3687.947998
	Iteration 34Q: 3 clusters Score -1.065514e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -10655184.000000 Penalty: 3687.947998
	Iteration 35Q: 3 clusters Score -1.065518e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -10655171.000000 Penalty: 3687.947998
	Iteration 36Q: 3 clusters Score -1.065517e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -10655192.000000 Penalty: 3687.947998
	Iteration 37Q: 3 clusters Score -1.065519e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -10655230.000000 Penalty: 3687.947998
	Iteration 38Q: 3 clusters Score -1.065523e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -10655230.000000 Penalty: 3687.947998
	Iteration 39Q: 3 clusters Score -1.065523e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -10655229.000000 Penalty: 3687.947998
	Iteration 40F: 3 clusters Score -1.065523e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -10655235.000000 Penalty: 3687.947998
	Iteration 41Q: 3 clusters Score -1.065524e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -10655255.000000 Penalty: 3687.947998
	Iteration 42Q: 3 clusters Score -1.065526e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -10655241.000000 Penalty: 3687.947998
	Iteration 43Q: 3 clusters Score -1.065524e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -10655253.000000 Penalty: 3687.947998
	Iteration 44Q: 3 clusters Score -1.065525e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -10655241.000000 Penalty: 3687.947998
	Iteration 45Q: 3 clusters Score -1.065524e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -10655276.000000 Penalty: 3687.947998
	Iteration 46Q: 3 clusters Score -1.065528e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -10655302.000000 Penalty: 3687.947998
	Iteration 47Q: 3 clusters Score -1.06553e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -10655304.000000 Penalty: 3687.947998
	Iteration 48Q: 3 clusters Score -1.06553e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -10655284.000000 Penalty: 3687.947998
	Iteration 49Q: 3 clusters Score -1.065528e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -10655295.000000 Penalty: 3687.947998
	Iteration 50Q: 3 clusters Score -1.06553e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -10655286.000000 Penalty: 3687.947998
	Iteration 51Q: 3 clusters Score -1.065529e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -10655286.000000 Penalty: 3687.947998
	Iteration 52Q: 3 clusters Score -1.065529e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -10655319.000000 Penalty: 3687.947998
	Iteration 53Q: 3 clusters Score -1.065532e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -10655302.000000 Penalty: 3687.947998
	Iteration 54Q: 3 clusters Score -1.06553e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -10655294.000000 Penalty: 3687.947998
	Iteration 55Q: 3 clusters Score -1.065529e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -10655303.000000 Penalty: 3687.947998
	Iteration 56Q: 3 clusters Score -1.06553e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -10655299.000000 Penalty: 3687.947998
	Iteration 57Q: 3 clusters Score -1.06553e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -10655321.000000 Penalty: 3687.947998
	Iteration 58Q: 3 clusters Score -1.065532e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -10655303.000000 Penalty: 3687.947998
	Iteration 59Q: 3 clusters Score -1.06553e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -10655274.000000 Penalty: 3687.947998
	Iteration 60F: 3 clusters Score -1.065527e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -10655303.000000 Penalty: 3687.947998
	Iteration 61Q: 3 clusters Score -1.06553e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -10655342.000000 Penalty: 3687.947998
	Iteration 62Q: 3 clusters Score -1.065534e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -10655368.000000 Penalty: 3687.947998
	Iteration 63Q: 3 clusters Score -1.065537e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -10655346.000000 Penalty: 3687.947998
	Iteration 64Q: 3 clusters Score -1.065535e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -10655360.000000 Penalty: 3687.947998
	Iteration 65Q: 3 clusters Score -1.065536e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -10655349.000000 Penalty: 3687.947998
	Iteration 66Q: 3 clusters Score -1.065535e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -10655349.000000 Penalty: 3687.947998
	Iteration 67Q: 3 clusters Score -1.065535e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -10655340.000000 Penalty: 3687.947998
	Iteration 68Q: 3 clusters Score -1.065534e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -10655357.000000 Penalty: 3687.947998
	Iteration 69Q: 3 clusters Score -1.065536e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -10655357.000000 Penalty: 3687.947998
	Iteration 70Q: 3 clusters Score -1.065536e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -10655374.000000 Penalty: 3687.947998
	Iteration 71Q: 3 clusters Score -1.065537e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -10655366.000000 Penalty: 3687.947998
	Iteration 72Q: 3 clusters Score -1.065537e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -10655354.000000 Penalty: 3687.947998
	Iteration 73Q: 3 clusters Score -1.065535e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -10655356.000000 Penalty: 3687.947998
	Iteration 74Q: 3 clusters Score -1.065536e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -10655376.000000 Penalty: 3687.947998
	Iteration 75Q: 3 clusters Score -1.065538e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -10655340.000000 Penalty: 3687.947998
	Iteration 76Q: 3 clusters Score -1.065534e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -10655361.000000 Penalty: 3687.947998
	Iteration 77Q: 3 clusters Score -1.065536e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -10655368.000000 Penalty: 3687.947998
	Iteration 78Q: 3 clusters Score -1.065537e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -10655376.000000 Penalty: 3687.947998
	Iteration 79Q: 3 clusters Score -1.065538e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -10655386.000000 Penalty: 3687.947998
	Iteration 80F: 3 clusters Score -1.065539e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -10655398.000000 Penalty: 3687.947998
	Iteration 81Q: 3 clusters Score -1.06554e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -10655393.000000 Penalty: 3687.947998
	Iteration 82Q: 3 clusters Score -1.065539e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -10655424.000000 Penalty: 3687.947998
	Iteration 83Q: 3 clusters Score -1.065542e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -10655479.000000 Penalty: 3687.947998
	Iteration 84Q: 3 clusters Score -1.065548e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -10655482.000000 Penalty: 3687.947998
	Iteration 85Q: 3 clusters Score -1.065548e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -10655492.000000 Penalty: 3687.947998
	Iteration 86Q: 3 clusters Score -1.065549e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -10655519.000000 Penalty: 3687.947998
	Iteration 87Q: 3 clusters Score -1.065552e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -10655539.000000 Penalty: 3687.947998
	Iteration 88Q: 3 clusters Score -1.065554e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -10655562.000000 Penalty: 3687.947998
	Iteration 89Q: 3 clusters Score -1.065556e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -10655552.000000 Penalty: 3687.947998
	Iteration 90Q: 3 clusters Score -1.065555e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -10655563.000000 Penalty: 3687.947998
	Iteration 91Q: 3 clusters Score -1.065556e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -10655570.000000 Penalty: 3687.947998
	Iteration 92Q: 3 clusters Score -1.065557e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -10655619.000000 Penalty: 3687.947998
	Iteration 93Q: 3 clusters Score -1.065562e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -10655599.000000 Penalty: 3687.947998
	Iteration 94Q: 3 clusters Score -1.06556e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -10655603.000000 Penalty: 3687.947998
	Iteration 95Q: 3 clusters Score -1.06556e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -10655579.000000 Penalty: 3687.947998
	Iteration 96Q: 3 clusters Score -1.065558e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -10655617.000000 Penalty: 3687.947998
	Iteration 97Q: 3 clusters Score -1.065562e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -10655625.000000 Penalty: 3687.947998
	Iteration 98Q: 3 clusters Score -1.065562e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -10655699.000000 Penalty: 3687.947998
	Iteration 99Q: 3 clusters Score -1.06557e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -10655774.000000 Penalty: 3687.947998
	Iteration 100F: 3 clusters Score -1.065577e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -10655851.000000 Penalty: 3687.947998
	Iteration 101Q: 3 clusters Score -1.065585e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -10655903.000000 Penalty: 3687.947998
	Iteration 102Q: 3 clusters Score -1.06559e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -10656016.000000 Penalty: 3687.947998
	Iteration 103Q: 3 clusters Score -1.065602e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -10656079.000000 Penalty: 3687.947998
	Iteration 104Q: 3 clusters Score -1.065608e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -10656171.000000 Penalty: 3687.947998
	Iteration 105Q: 3 clusters Score -1.065617e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -10656259.000000 Penalty: 3687.947998
	Iteration 106Q: 3 clusters Score -1.065626e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -10656322.000000 Penalty: 3687.947998
	Iteration 107Q: 3 clusters Score -1.065632e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -10656435.000000 Penalty: 3687.947998
	Iteration 108Q: 3 clusters Score -1.065644e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -10656529.000000 Penalty: 3687.947998
	Iteration 109Q: 3 clusters Score -1.065653e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -10656635.000000 Penalty: 3687.947998
	Iteration 110Q: 3 clusters Score -1.065664e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -10656718.000000 Penalty: 3687.947998
	Iteration 111Q: 3 clusters Score -1.065672e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -10656828.000000 Penalty: 3687.947998
	Iteration 112Q: 3 clusters Score -1.065683e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -10656917.000000 Penalty: 3687.947998
	Iteration 113Q: 3 clusters Score -1.065692e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -10657084.000000 Penalty: 3687.947998
	Iteration 114Q: 3 clusters Score -1.065708e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -10657205.000000 Penalty: 3687.947998
	Iteration 115Q: 3 clusters Score -1.06572e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -10657334.000000 Penalty: 3687.947998
	Iteration 116Q: 3 clusters Score -1.065733e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -10657460.000000 Penalty: 3687.947998
	Iteration 117Q: 3 clusters Score -1.065746e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -10657613.000000 Penalty: 3687.947998
	Iteration 118Q: 3 clusters Score -1.065761e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73578 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -10657827.000000 Penalty: 3687.947998
	Iteration 119Q: 3 clusters Score -1.065783e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -10658003.000000 Penalty: 3687.947998
	Iteration 120F: 3 clusters Score -1.0658e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -10658174.000000 Penalty: 3687.947998
	Iteration 121Q: 3 clusters Score -1.065817e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -10658389.000000 Penalty: 3687.947998
	Iteration 122Q: 3 clusters Score -1.065839e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -10658531.000000 Penalty: 3687.947998
	Iteration 123Q: 3 clusters Score -1.065853e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -10658701.000000 Penalty: 3687.947998
	Iteration 124Q: 3 clusters Score -1.06587e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -10658850.000000 Penalty: 3687.947998
	Iteration 125Q: 3 clusters Score -1.065885e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -10658951.000000 Penalty: 3687.947998
	Iteration 126Q: 3 clusters Score -1.065895e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -10659033.000000 Penalty: 3687.947998
	Iteration 127Q: 3 clusters Score -1.065903e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -10659076.000000 Penalty: 3687.947998
	Iteration 128Q: 3 clusters Score -1.065908e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78595 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -10659119.000000 Penalty: 3687.947998
	Iteration 129Q: 3 clusters Score -1.065912e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -10659163.000000 Penalty: 3687.947998
	Iteration 130Q: 3 clusters Score -1.065916e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -10659185.000000 Penalty: 3687.947998
	Iteration 131Q: 3 clusters Score -1.065918e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -10659214.000000 Penalty: 3687.947998
	Iteration 132Q: 3 clusters Score -1.065921e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79532 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -10659237.000000 Penalty: 3687.947998
	Iteration 133Q: 3 clusters Score -1.065924e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -10659273.000000 Penalty: 3687.947998
	Iteration 134Q: 3 clusters Score -1.065927e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -10659293.000000 Penalty: 3687.947998
	Iteration 135Q: 3 clusters Score -1.065929e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80139 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -10659298.000000 Penalty: 3687.947998
	Iteration 136Q: 3 clusters Score -1.06593e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -10659325.000000 Penalty: 3687.947998
	Iteration 137Q: 3 clusters Score -1.065932e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -10659317.000000 Penalty: 3687.947998
	Iteration 138Q: 3 clusters Score -1.065932e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80574 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -10659316.000000 Penalty: 3687.947998
	Iteration 139Q: 3 clusters Score -1.065932e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -10659330.000000 Penalty: 3687.947998
	Iteration 140F: 3 clusters Score -1.065933e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -10659355.000000 Penalty: 3687.947998
	Iteration 141Q: 3 clusters Score -1.065936e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80824 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -10659374.000000 Penalty: 3687.947998
	Iteration 142Q: 3 clusters Score -1.065937e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -10659367.000000 Penalty: 3687.947998
	Iteration 143Q: 3 clusters Score -1.065937e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -10659381.000000 Penalty: 3687.947998
	Iteration 144Q: 3 clusters Score -1.065938e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -10659387.000000 Penalty: 3687.947998
	Iteration 145Q: 3 clusters Score -1.065939e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -10659409.000000 Penalty: 3687.947998
	Iteration 146Q: 3 clusters Score -1.065941e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -10659447.000000 Penalty: 3687.947998
	Iteration 147Q: 3 clusters Score -1.065945e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -10659462.000000 Penalty: 3687.947998
	Iteration 148Q: 3 clusters Score -1.065946e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -10659468.000000 Penalty: 3687.947998
	Iteration 149Q: 3 clusters Score -1.065947e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -10659479.000000 Penalty: 3687.947998
	Iteration 150Q: 3 clusters Score -1.065948e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -10659507.000000 Penalty: 3687.947998
	Iteration 151Q: 3 clusters Score -1.065951e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -10659512.000000 Penalty: 3687.947998
	Iteration 152Q: 3 clusters Score -1.065951e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -10659519.000000 Penalty: 3687.947998
	Iteration 153Q: 3 clusters Score -1.065952e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -10659524.000000 Penalty: 3687.947998
	Iteration 154Q: 3 clusters Score -1.065952e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -10659542.000000 Penalty: 3687.947998
	Iteration 155Q: 3 clusters Score -1.065954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81691 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -10659562.000000 Penalty: 3687.947998
	Iteration 156Q: 3 clusters Score -1.065956e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -10659574.000000 Penalty: 3687.947998
	Iteration 157Q: 3 clusters Score -1.065957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -10659570.000000 Penalty: 3687.947998
	Iteration 158Q: 3 clusters Score -1.065957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -10659580.000000 Penalty: 3687.947998
	Iteration 159Q: 3 clusters Score -1.065958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -10659585.000000 Penalty: 3687.947998
	Iteration 160F: 3 clusters Score -1.065958e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -10659578.000000 Penalty: 3687.947998
	Iteration 161Q: 3 clusters Score -1.065958e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81861 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -10659590.000000 Penalty: 3687.947998
	Iteration 162Q: 3 clusters Score -1.065959e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -10659599.000000 Penalty: 3687.947998
	Iteration 163Q: 3 clusters Score -1.06596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -10659601.000000 Penalty: 3687.947998
	Iteration 164Q: 3 clusters Score -1.06596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -10659603.000000 Penalty: 3687.947998
	Iteration 165Q: 3 clusters Score -1.06596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -10659601.000000 Penalty: 3687.947998
	Iteration 166Q: 3 clusters Score -1.06596e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -10659602.000000 Penalty: 3687.947998
	Iteration 167Q: 3 clusters Score -1.06596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -10659602.000000 Penalty: 3687.947998
	Iteration 168Q: 3 clusters Score -1.06596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82033 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -10659590.000000 Penalty: 3687.947998
	Iteration 169Q: 3 clusters Score -1.065959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -10659597.000000 Penalty: 3687.947998
	Iteration 170Q: 3 clusters Score -1.06596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -10659620.000000 Penalty: 3687.947998
	Iteration 171Q: 3 clusters Score -1.065962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10659609.000000 Penalty: 3687.947998
	Iteration 172Q: 3 clusters Score -1.065961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -10659608.000000 Penalty: 3687.947998
	Iteration 173Q: 3 clusters Score -1.065961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -10659613.000000 Penalty: 3687.947998
	Iteration 174Q: 3 clusters Score -1.065961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10659608.000000 Penalty: 3687.947998
	Iteration 175Q: 3 clusters Score -1.065961e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82157 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -10659613.000000 Penalty: 3687.947998
	Iteration 176Q: 3 clusters Score -1.065961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -10659615.000000 Penalty: 3687.947998
	Iteration 177Q: 3 clusters Score -1.065962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10659609.000000 Penalty: 3687.947998
	Iteration 178Q: 3 clusters Score -1.065961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10659611.000000 Penalty: 3687.947998
	Iteration 179Q: 3 clusters Score -1.065961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -10659609.000000 Penalty: 3687.947998
	Iteration 180F: 3 clusters Score -1.065961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -10659615.000000 Penalty: 3687.947998
	Iteration 181Q: 3 clusters Score -1.065962e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82271 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -10659618.000000 Penalty: 3687.947998
	Iteration 182Q: 3 clusters Score -1.065962e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -10659623.000000 Penalty: 3687.947998
	Iteration 183Q: 3 clusters Score -1.065962e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10659618.000000 Penalty: 3687.947998
	Iteration 184Q: 3 clusters Score -1.065962e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -10659625.000000 Penalty: 3687.947998
	Iteration 185Q: 3 clusters Score -1.065962e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82380 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -10659639.000000 Penalty: 3687.947998
	Iteration 186Q: 3 clusters Score -1.065964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -10659625.000000 Penalty: 3687.947998
	Iteration 187Q: 3 clusters Score -1.065962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -10659627.000000 Penalty: 3687.947998
	Iteration 188Q: 3 clusters Score -1.065963e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -10659645.000000 Penalty: 3687.947998
	Iteration 189Q: 3 clusters Score -1.065964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -10659651.000000 Penalty: 3687.947998
	Iteration 190Q: 3 clusters Score -1.065965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -10659658.000000 Penalty: 3687.947998
	Iteration 191Q: 3 clusters Score -1.065966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10659651.000000 Penalty: 3687.947998
	Iteration 192Q: 3 clusters Score -1.065965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -10659645.000000 Penalty: 3687.947998
	Iteration 193Q: 3 clusters Score -1.065964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10659633.000000 Penalty: 3687.947998
	Iteration 194Q: 3 clusters Score -1.065963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -10659646.000000 Penalty: 3687.947998
	Iteration 195Q: 3 clusters Score -1.065965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10659640.000000 Penalty: 3687.947998
	Iteration 196Q: 3 clusters Score -1.065964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -10659656.000000 Penalty: 3687.947998
	Iteration 197Q: 3 clusters Score -1.065966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -10659663.000000 Penalty: 3687.947998
	Iteration 198Q: 3 clusters Score -1.065966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82540 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -10659659.000000 Penalty: 3687.947998
	Iteration 199Q: 3 clusters Score -1.065966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -10659662.000000 Penalty: 3687.947998
	Iteration 200F: 3 clusters Score -1.065966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -10659663.000000 Penalty: 3687.947998
	Iteration 201Q: 3 clusters Score -1.065966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -10659666.000000 Penalty: 3687.947998
	Iteration 202Q: 3 clusters Score -1.065967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10659690.000000 Penalty: 3687.947998
	Iteration 203Q: 3 clusters Score -1.065969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -10659682.000000 Penalty: 3687.947998
	Iteration 204Q: 3 clusters Score -1.065968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -10659685.000000 Penalty: 3687.947998
	Iteration 205Q: 3 clusters Score -1.065968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -10659681.000000 Penalty: 3687.947998
	Iteration 206Q: 3 clusters Score -1.065968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10659676.000000 Penalty: 3687.947998
	Iteration 207Q: 3 clusters Score -1.065968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -10659689.000000 Penalty: 3687.947998
	Iteration 208Q: 3 clusters Score -1.065969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -10659685.000000 Penalty: 3687.947998
	Iteration 209Q: 3 clusters Score -1.065968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -10659684.000000 Penalty: 3687.947998
	Iteration 210Q: 3 clusters Score -1.065968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -10659677.000000 Penalty: 3687.947998
	Iteration 211Q: 3 clusters Score -1.065968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82621 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -10659685.000000 Penalty: 3687.947998
	Iteration 212Q: 3 clusters Score -1.065968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -10659694.000000 Penalty: 3687.947998
	Iteration 213Q: 3 clusters Score -1.065969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82621 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -10659687.000000 Penalty: 3687.947998
	Iteration 214Q: 3 clusters Score -1.065969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -10659688.000000 Penalty: 3687.947998
	Iteration 215Q: 3 clusters Score -1.065969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -10659688.000000 Penalty: 3687.947998
	Iteration 216F: 3 clusters Score -1.065969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -39862.539062 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39862.54 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 188 members 
Entering Unmasked Estep 
Score: -38890.421875 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38890.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39083.273438 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -39083.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39162.726562 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -39162.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39240.632812 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -39240.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39288.515625 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -39288.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39311.453125 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -39311.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39327.156250 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -39327.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39346.058594 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -39346.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39352.222656 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -39352.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39356.386719 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -39356.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39367.210938 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -39367.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39380.203125 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -39380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39384.378906 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -39384.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39388.261719 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -39388.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39388.261719 Penalty: 1936.488037
	Iteration 14F: 3 clusters Score -39388.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -135249.437500 Penalty: 1153.351685
	Iteration 0F: 2 clusters Score -135249.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -133669.234375 Penalty: 2306.703369
	Iteration 0F: 3 clusters Score -133669.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133923.046875 Penalty: 2306.703369
	Iteration 1F: 3 clusters Score -133923 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134006.765625 Penalty: 2306.703369
	Iteration 2F: 3 clusters Score -134006.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -134058.937500 Penalty: 2306.703369
	Iteration 3Q: 3 clusters Score -134058.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134090.656250 Penalty: 2306.703369
	Iteration 4Q: 3 clusters Score -134090.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -134109.265625 Penalty: 2306.703369
	Iteration 5Q: 3 clusters Score -134109.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -134123.015625 Penalty: 2306.703369
	Iteration 6Q: 3 clusters Score -134123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134136.078125 Penalty: 2306.703369
	Iteration 7Q: 3 clusters Score -134136.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -134154.312500 Penalty: 2306.703369
	Iteration 8Q: 3 clusters Score -134154.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -134175.765625 Penalty: 2306.703369
	Iteration 9Q: 3 clusters Score -134175.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134189.515625 Penalty: 2306.703369
	Iteration 10Q: 3 clusters Score -134189.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134199.906250 Penalty: 2306.703369
	Iteration 11Q: 3 clusters Score -134199.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -134206.546875 Penalty: 2306.703369
	Iteration 12Q: 3 clusters Score -134206.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134216.296875 Penalty: 2306.703369
	Iteration 13Q: 3 clusters Score -134216.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134221.843750 Penalty: 2306.703369
	Iteration 14Q: 3 clusters Score -134221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134226.062500 Penalty: 2306.703369
	Iteration 15Q: 3 clusters Score -134226.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134234.750000 Penalty: 2306.703369
	Iteration 16Q: 3 clusters Score -134234.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134242.562500 Penalty: 2306.703369
	Iteration 17Q: 3 clusters Score -134242.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134253.453125 Penalty: 2306.703369
	Iteration 18Q: 3 clusters Score -134253.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134265.343750 Penalty: 2306.703369
	Iteration 19Q: 3 clusters Score -134265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134274.031250 Penalty: 2306.703369
	Iteration 20F: 3 clusters Score -134274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134283.234375 Penalty: 2306.703369
	Iteration 21Q: 3 clusters Score -134283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134286.953125 Penalty: 2306.703369
	Iteration 22Q: 3 clusters Score -134287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134292.140625 Penalty: 2306.703369
	Iteration 23Q: 3 clusters Score -134292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134295.765625 Penalty: 2306.703369
	Iteration 24Q: 3 clusters Score -134295.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -134299.765625 Penalty: 2306.703369
	Iteration 25Q: 3 clusters Score -134299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134300.343750 Penalty: 2306.703369
	Iteration 26Q: 3 clusters Score -134300.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134300.343750 Penalty: 2306.703369
	Iteration 27F: 3 clusters Score -134300.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Entering Unmasked Estep 
Score: -11478460.000000 Penalty: 1857.210815
	Iteration 0F: 2 clusters Score -1.147846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -11420003.000000 Penalty: 3714.421631
	Iteration 0F: 3 clusters Score -1.142e+07 nChanged 43797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -11445482.000000 Penalty: 3714.421631
	Iteration 1F: 3 clusters Score -1.144548e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -11446217.000000 Penalty: 3714.421631
	Iteration 2Q: 3 clusters Score -1.144622e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -11447230.000000 Penalty: 3714.421631
	Iteration 3Q: 3 clusters Score -1.144723e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -11448637.000000 Penalty: 3714.421631
	Iteration 4Q: 3 clusters Score -1.144864e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -11450724.000000 Penalty: 3714.421631
	Iteration 5Q: 3 clusters Score -1.145072e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -11454086.000000 Penalty: 3714.421631
	Iteration 6F: 3 clusters Score -1.145409e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -11459252.000000 Penalty: 3714.421631
	Iteration 7F: 3 clusters Score -1.145925e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -11465881.000000 Penalty: 3714.421631
	Iteration 8F: 3 clusters Score -1.146588e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -11470723.000000 Penalty: 3714.421631
	Iteration 9F: 3 clusters Score -1.147072e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -11472620.000000 Penalty: 3714.421631
	Iteration 10Q: 3 clusters Score -1.147262e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -11473359.000000 Penalty: 3714.421631
	Iteration 11Q: 3 clusters Score -1.147336e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66968 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -11473937.000000 Penalty: 3714.421631
	Iteration 12Q: 3 clusters Score -1.147394e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -11474296.000000 Penalty: 3714.421631
	Iteration 13Q: 3 clusters Score -1.14743e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -11474600.000000 Penalty: 3714.421631
	Iteration 14Q: 3 clusters Score -1.14746e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -11474888.000000 Penalty: 3714.421631
	Iteration 15Q: 3 clusters Score -1.147489e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -11475157.000000 Penalty: 3714.421631
	Iteration 16Q: 3 clusters Score -1.147516e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -11475406.000000 Penalty: 3714.421631
	Iteration 17Q: 3 clusters Score -1.147541e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -11475608.000000 Penalty: 3714.421631
	Iteration 18Q: 3 clusters Score -1.147561e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -11475758.000000 Penalty: 3714.421631
	Iteration 19Q: 3 clusters Score -1.147576e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -11475844.000000 Penalty: 3714.421631
	Iteration 20F: 3 clusters Score -1.147584e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -11476000.000000 Penalty: 3714.421631
	Iteration 21Q: 3 clusters Score -1.1476e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -11476134.000000 Penalty: 3714.421631
	Iteration 22Q: 3 clusters Score -1.147613e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -11476277.000000 Penalty: 3714.421631
	Iteration 23Q: 3 clusters Score -1.147628e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -11476374.000000 Penalty: 3714.421631
	Iteration 24Q: 3 clusters Score -1.147637e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75219 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -11476548.000000 Penalty: 3714.421631
	Iteration 25Q: 3 clusters Score -1.147655e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -11476706.000000 Penalty: 3714.421631
	Iteration 26Q: 3 clusters Score -1.147671e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76281 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -11476789.000000 Penalty: 3714.421631
	Iteration 27Q: 3 clusters Score -1.147679e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -11476882.000000 Penalty: 3714.421631
	Iteration 28Q: 3 clusters Score -1.147688e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -11477042.000000 Penalty: 3714.421631
	Iteration 29Q: 3 clusters Score -1.147704e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -11477172.000000 Penalty: 3714.421631
	Iteration 30Q: 3 clusters Score -1.147717e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -11477259.000000 Penalty: 3714.421631
	Iteration 31Q: 3 clusters Score -1.147726e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -11477434.000000 Penalty: 3714.421631
	Iteration 32Q: 3 clusters Score -1.147743e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -11477542.000000 Penalty: 3714.421631
	Iteration 33Q: 3 clusters Score -1.147754e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80754 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -11477688.000000 Penalty: 3714.421631
	Iteration 34Q: 3 clusters Score -1.147769e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -11477849.000000 Penalty: 3714.421631
	Iteration 35Q: 3 clusters Score -1.147785e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -11477941.000000 Penalty: 3714.421631
	Iteration 36Q: 3 clusters Score -1.147794e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -11477951.000000 Penalty: 3714.421631
	Iteration 37Q: 3 clusters Score -1.147795e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83370 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -11477968.000000 Penalty: 3714.421631
	Iteration 38Q: 3 clusters Score -1.147797e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -11478049.000000 Penalty: 3714.421631
	Iteration 39Q: 3 clusters Score -1.147805e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -11478001.000000 Penalty: 3714.421631
	Iteration 40F: 3 clusters Score -1.1478e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -11478013.000000 Penalty: 3714.421631
	Iteration 41Q: 3 clusters Score -1.147801e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -11478042.000000 Penalty: 3714.421631
	Iteration 42Q: 3 clusters Score -1.147804e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -11478007.000000 Penalty: 3714.421631
	Iteration 43Q: 3 clusters Score -1.147801e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -11478050.000000 Penalty: 3714.421631
	Iteration 44Q: 3 clusters Score -1.147805e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -11478045.000000 Penalty: 3714.421631
	Iteration 45Q: 3 clusters Score -1.147804e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87394 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -11478018.000000 Penalty: 3714.421631
	Iteration 46Q: 3 clusters Score -1.147802e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -11478033.000000 Penalty: 3714.421631
	Iteration 47Q: 3 clusters Score -1.147803e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -11478072.000000 Penalty: 3714.421631
	Iteration 48Q: 3 clusters Score -1.147807e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -11478064.000000 Penalty: 3714.421631
	Iteration 49Q: 3 clusters Score -1.147806e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -11478016.000000 Penalty: 3714.421631
	Iteration 50Q: 3 clusters Score -1.147802e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -11477986.000000 Penalty: 3714.421631
	Iteration 51Q: 3 clusters Score -1.147799e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -11477948.000000 Penalty: 3714.421631
	Iteration 52Q: 3 clusters Score -1.147795e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -11477934.000000 Penalty: 3714.421631
	Iteration 53Q: 3 clusters Score -1.147793e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -11477922.000000 Penalty: 3714.421631
	Iteration 54Q: 3 clusters Score -1.147792e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -11477936.000000 Penalty: 3714.421631
	Iteration 55Q: 3 clusters Score -1.147794e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -11477896.000000 Penalty: 3714.421631
	Iteration 56Q: 3 clusters Score -1.14779e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -11477882.000000 Penalty: 3714.421631
	Iteration 57Q: 3 clusters Score -1.147788e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -11477886.000000 Penalty: 3714.421631
	Iteration 58Q: 3 clusters Score -1.147789e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -11477872.000000 Penalty: 3714.421631
	Iteration 59Q: 3 clusters Score -1.147787e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -11477874.000000 Penalty: 3714.421631
	Iteration 60F: 3 clusters Score -1.147787e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -11477883.000000 Penalty: 3714.421631
	Iteration 61Q: 3 clusters Score -1.147788e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -11477844.000000 Penalty: 3714.421631
	Iteration 62Q: 3 clusters Score -1.147784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11477846.000000 Penalty: 3714.421631
	Iteration 63Q: 3 clusters Score -1.147785e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11477841.000000 Penalty: 3714.421631
	Iteration 64Q: 3 clusters Score -1.147784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90163 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -11477825.000000 Penalty: 3714.421631
	Iteration 65Q: 3 clusters Score -1.147782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11477821.000000 Penalty: 3714.421631
	Iteration 66Q: 3 clusters Score -1.147782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -11477810.000000 Penalty: 3714.421631
	Iteration 67Q: 3 clusters Score -1.147781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90221 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11477800.000000 Penalty: 3714.421631
	Iteration 68Q: 3 clusters Score -1.14778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -11477775.000000 Penalty: 3714.421631
	Iteration 69Q: 3 clusters Score -1.147778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90264 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -11477756.000000 Penalty: 3714.421631
	Iteration 70Q: 3 clusters Score -1.147776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -11477762.000000 Penalty: 3714.421631
	Iteration 71Q: 3 clusters Score -1.147776e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -11477785.000000 Penalty: 3714.421631
	Iteration 72Q: 3 clusters Score -1.147778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11477773.000000 Penalty: 3714.421631
	Iteration 73Q: 3 clusters Score -1.147777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -11477770.000000 Penalty: 3714.421631
	Iteration 74Q: 3 clusters Score -1.147777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -11477780.000000 Penalty: 3714.421631
	Iteration 75Q: 3 clusters Score -1.147778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11477759.000000 Penalty: 3714.421631
	Iteration 76Q: 3 clusters Score -1.147776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11477762.000000 Penalty: 3714.421631
	Iteration 77Q: 3 clusters Score -1.147776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11477773.000000 Penalty: 3714.421631
	Iteration 78Q: 3 clusters Score -1.147777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90410 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11477783.000000 Penalty: 3714.421631
	Iteration 79Q: 3 clusters Score -1.147778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11477777.000000 Penalty: 3714.421631
	Iteration 80F: 3 clusters Score -1.147778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11477773.000000 Penalty: 3714.421631
	Iteration 81Q: 3 clusters Score -1.147777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90422 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11477782.000000 Penalty: 3714.421631
	Iteration 82Q: 3 clusters Score -1.147778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11477798.000000 Penalty: 3714.421631
	Iteration 83Q: 3 clusters Score -1.14778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11477793.000000 Penalty: 3714.421631
	Iteration 84Q: 3 clusters Score -1.147779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90433 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11477779.000000 Penalty: 3714.421631
	Iteration 85Q: 3 clusters Score -1.147778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11477790.000000 Penalty: 3714.421631
	Iteration 86Q: 3 clusters Score -1.147779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -11477788.000000 Penalty: 3714.421631
	Iteration 87Q: 3 clusters Score -1.147779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90442 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11477783.000000 Penalty: 3714.421631
	Iteration 88Q: 3 clusters Score -1.147778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11477788.000000 Penalty: 3714.421631
	Iteration 89Q: 3 clusters Score -1.147779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11477788.000000 Penalty: 3714.421631
	Iteration 90F: 3 clusters Score -1.147779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Entering Unmasked Estep 
Score: -11468904.000000 Penalty: 1855.088623
	Iteration 0F: 2 clusters Score -1.14689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -11410265.000000 Penalty: 3710.177246
	Iteration 0F: 3 clusters Score -1.141026e+07 nChanged 43338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -11435827.000000 Penalty: 3710.177246
	Iteration 1F: 3 clusters Score -1.143583e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -11436870.000000 Penalty: 3710.177246
	Iteration 2Q: 3 clusters Score -1.143687e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -11438315.000000 Penalty: 3710.177246
	Iteration 3Q: 3 clusters Score -1.143832e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -11440447.000000 Penalty: 3710.177246
	Iteration 4Q: 3 clusters Score -1.144045e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -11443465.000000 Penalty: 3710.177246
	Iteration 5F: 3 clusters Score -1.144346e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -11447595.000000 Penalty: 3710.177246
	Iteration 6F: 3 clusters Score -1.14476e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -11451941.000000 Penalty: 3710.177246
	Iteration 7F: 3 clusters Score -1.145194e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -11455171.000000 Penalty: 3710.177246
	Iteration 8F: 3 clusters Score -1.145517e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -11456679.000000 Penalty: 3710.177246
	Iteration 9Q: 3 clusters Score -1.145668e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -11457322.000000 Penalty: 3710.177246
	Iteration 10Q: 3 clusters Score -1.145732e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -11457781.000000 Penalty: 3710.177246
	Iteration 11Q: 3 clusters Score -1.145778e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -11458127.000000 Penalty: 3710.177246
	Iteration 12Q: 3 clusters Score -1.145813e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -11458385.000000 Penalty: 3710.177246
	Iteration 13Q: 3 clusters Score -1.145838e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -11458749.000000 Penalty: 3710.177246
	Iteration 14Q: 3 clusters Score -1.145875e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -11459192.000000 Penalty: 3710.177246
	Iteration 15Q: 3 clusters Score -1.145919e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -11459553.000000 Penalty: 3710.177246
	Iteration 16Q: 3 clusters Score -1.145955e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -11459958.000000 Penalty: 3710.177246
	Iteration 17Q: 3 clusters Score -1.145996e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -11460310.000000 Penalty: 3710.177246
	Iteration 18Q: 3 clusters Score -1.146031e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -11460804.000000 Penalty: 3710.177246
	Iteration 19Q: 3 clusters Score -1.14608e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -11461076.000000 Penalty: 3710.177246
	Iteration 20F: 3 clusters Score -1.146108e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -11461510.000000 Penalty: 3710.177246
	Iteration 21Q: 3 clusters Score -1.146151e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -11461825.000000 Penalty: 3710.177246
	Iteration 22Q: 3 clusters Score -1.146182e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -11462054.000000 Penalty: 3710.177246
	Iteration 23Q: 3 clusters Score -1.146205e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -11462180.000000 Penalty: 3710.177246
	Iteration 24Q: 3 clusters Score -1.146218e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -11462250.000000 Penalty: 3710.177246
	Iteration 25Q: 3 clusters Score -1.146225e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -11462337.000000 Penalty: 3710.177246
	Iteration 26Q: 3 clusters Score -1.146234e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -11462429.000000 Penalty: 3710.177246
	Iteration 27Q: 3 clusters Score -1.146243e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -11462442.000000 Penalty: 3710.177246
	Iteration 28Q: 3 clusters Score -1.146244e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -11462524.000000 Penalty: 3710.177246
	Iteration 29Q: 3 clusters Score -1.146252e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -11462510.000000 Penalty: 3710.177246
	Iteration 30Q: 3 clusters Score -1.146251e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -11462525.000000 Penalty: 3710.177246
	Iteration 31Q: 3 clusters Score -1.146252e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -11462531.000000 Penalty: 3710.177246
	Iteration 32Q: 3 clusters Score -1.146253e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -11462530.000000 Penalty: 3710.177246
	Iteration 33Q: 3 clusters Score -1.146253e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -11462516.000000 Penalty: 3710.177246
	Iteration 34Q: 3 clusters Score -1.146252e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -11462481.000000 Penalty: 3710.177246
	Iteration 35Q: 3 clusters Score -1.146248e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -11462426.000000 Penalty: 3710.177246
	Iteration 36Q: 3 clusters Score -1.146243e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -11462380.000000 Penalty: 3710.177246
	Iteration 37Q: 3 clusters Score -1.146238e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -11462342.000000 Penalty: 3710.177246
	Iteration 38Q: 3 clusters Score -1.146234e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -11462330.000000 Penalty: 3710.177246
	Iteration 39Q: 3 clusters Score -1.146233e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -11462256.000000 Penalty: 3710.177246
	Iteration 40F: 3 clusters Score -1.146226e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -11462206.000000 Penalty: 3710.177246
	Iteration 41Q: 3 clusters Score -1.146221e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -11462162.000000 Penalty: 3710.177246
	Iteration 42Q: 3 clusters Score -1.146216e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -11462087.000000 Penalty: 3710.177246
	Iteration 43Q: 3 clusters Score -1.146209e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -11462052.000000 Penalty: 3710.177246
	Iteration 44Q: 3 clusters Score -1.146205e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -11462024.000000 Penalty: 3710.177246
	Iteration 45Q: 3 clusters Score -1.146202e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -11462015.000000 Penalty: 3710.177246
	Iteration 46Q: 3 clusters Score -1.146202e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -11461955.000000 Penalty: 3710.177246
	Iteration 47Q: 3 clusters Score -1.146196e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -11461899.000000 Penalty: 3710.177246
	Iteration 48Q: 3 clusters Score -1.14619e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -11461874.000000 Penalty: 3710.177246
	Iteration 49Q: 3 clusters Score -1.146187e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -11461812.000000 Penalty: 3710.177246
	Iteration 50Q: 3 clusters Score -1.146181e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -11461739.000000 Penalty: 3710.177246
	Iteration 51Q: 3 clusters Score -1.146174e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -11461704.000000 Penalty: 3710.177246
	Iteration 52Q: 3 clusters Score -1.14617e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -11461655.000000 Penalty: 3710.177246
	Iteration 53Q: 3 clusters Score -1.146166e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -11461591.000000 Penalty: 3710.177246
	Iteration 54Q: 3 clusters Score -1.146159e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -11461565.000000 Penalty: 3710.177246
	Iteration 55Q: 3 clusters Score -1.146156e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -11461532.000000 Penalty: 3710.177246
	Iteration 56Q: 3 clusters Score -1.146153e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -11461487.000000 Penalty: 3710.177246
	Iteration 57Q: 3 clusters Score -1.146149e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -11461484.000000 Penalty: 3710.177246
	Iteration 58Q: 3 clusters Score -1.146148e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -11461450.000000 Penalty: 3710.177246
	Iteration 59Q: 3 clusters Score -1.146145e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -11461353.000000 Penalty: 3710.177246
	Iteration 60F: 3 clusters Score -1.146135e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -11461321.000000 Penalty: 3710.177246
	Iteration 61Q: 3 clusters Score -1.146132e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -11461321.000000 Penalty: 3710.177246
	Iteration 62Q: 3 clusters Score -1.146132e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -11461196.000000 Penalty: 3710.177246
	Iteration 63Q: 3 clusters Score -1.14612e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -11461142.000000 Penalty: 3710.177246
	Iteration 64Q: 3 clusters Score -1.146114e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -11461078.000000 Penalty: 3710.177246
	Iteration 65Q: 3 clusters Score -1.146108e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -11461043.000000 Penalty: 3710.177246
	Iteration 66Q: 3 clusters Score -1.146104e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -11460960.000000 Penalty: 3710.177246
	Iteration 67Q: 3 clusters Score -1.146096e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -11460942.000000 Penalty: 3710.177246
	Iteration 68Q: 3 clusters Score -1.146094e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -11460896.000000 Penalty: 3710.177246
	Iteration 69Q: 3 clusters Score -1.14609e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -11460813.000000 Penalty: 3710.177246
	Iteration 70Q: 3 clusters Score -1.146081e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -11460854.000000 Penalty: 3710.177246
	Iteration 71Q: 3 clusters Score -1.146085e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -11460811.000000 Penalty: 3710.177246
	Iteration 72Q: 3 clusters Score -1.146081e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -11460774.000000 Penalty: 3710.177246
	Iteration 73Q: 3 clusters Score -1.146077e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -11460725.000000 Penalty: 3710.177246
	Iteration 74Q: 3 clusters Score -1.146072e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -11460639.000000 Penalty: 3710.177246
	Iteration 75Q: 3 clusters Score -1.146064e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 67490 members 
Entering Unmasked Estep 
Score: -11460638.000000 Penalty: 3710.177246
	Iteration 76Q: 3 clusters Score -1.146064e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -11460608.000000 Penalty: 3710.177246
	Iteration 77Q: 3 clusters Score -1.146061e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -11460548.000000 Penalty: 3710.177246
	Iteration 78Q: 3 clusters Score -1.146055e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -11460574.000000 Penalty: 3710.177246
	Iteration 79Q: 3 clusters Score -1.146057e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -11460545.000000 Penalty: 3710.177246
	Iteration 80F: 3 clusters Score -1.146054e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -11460505.000000 Penalty: 3710.177246
	Iteration 81Q: 3 clusters Score -1.14605e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -11460419.000000 Penalty: 3710.177246
	Iteration 82Q: 3 clusters Score -1.146042e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -11460442.000000 Penalty: 3710.177246
	Iteration 83Q: 3 clusters Score -1.146044e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -11460405.000000 Penalty: 3710.177246
	Iteration 84Q: 3 clusters Score -1.14604e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -11460341.000000 Penalty: 3710.177246
	Iteration 85Q: 3 clusters Score -1.146034e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 73096 members 
Entering Unmasked Estep 
Score: -11460367.000000 Penalty: 3710.177246
	Iteration 86Q: 3 clusters Score -1.146037e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -11460312.000000 Penalty: 3710.177246
	Iteration 87Q: 3 clusters Score -1.146031e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -11460270.000000 Penalty: 3710.177246
	Iteration 88Q: 3 clusters Score -1.146027e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 74749 members 
Entering Unmasked Estep 
Score: -11460217.000000 Penalty: 3710.177246
	Iteration 89Q: 3 clusters Score -1.146022e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -11460182.000000 Penalty: 3710.177246
	Iteration 90Q: 3 clusters Score -1.146018e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -11460176.000000 Penalty: 3710.177246
	Iteration 91Q: 3 clusters Score -1.146018e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -11460164.000000 Penalty: 3710.177246
	Iteration 92Q: 3 clusters Score -1.146016e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -11460141.000000 Penalty: 3710.177246
	Iteration 93Q: 3 clusters Score -1.146014e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -11460151.000000 Penalty: 3710.177246
	Iteration 94Q: 3 clusters Score -1.146015e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -11460164.000000 Penalty: 3710.177246
	Iteration 95Q: 3 clusters Score -1.146016e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -11460227.000000 Penalty: 3710.177246
	Iteration 96Q: 3 clusters Score -1.146023e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -11460215.000000 Penalty: 3710.177246
	Iteration 97Q: 3 clusters Score -1.146022e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -11460265.000000 Penalty: 3710.177246
	Iteration 98Q: 3 clusters Score -1.146026e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -11460259.000000 Penalty: 3710.177246
	Iteration 99Q: 3 clusters Score -1.146026e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -11460300.000000 Penalty: 3710.177246
	Iteration 100F: 3 clusters Score -1.14603e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -11460312.000000 Penalty: 3710.177246
	Iteration 101Q: 3 clusters Score -1.146031e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -11460343.000000 Penalty: 3710.177246
	Iteration 102Q: 3 clusters Score -1.146034e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 81059 members 
Entering Unmasked Estep 
Score: -11460399.000000 Penalty: 3710.177246
	Iteration 103Q: 3 clusters Score -1.14604e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -11460665.000000 Penalty: 3710.177246
	Iteration 104Q: 3 clusters Score -1.146066e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -11461068.000000 Penalty: 3710.177246
	Iteration 105Q: 3 clusters Score -1.146107e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -11461451.000000 Penalty: 3710.177246
	Iteration 106Q: 3 clusters Score -1.146145e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -11461749.000000 Penalty: 3710.177246
	Iteration 107Q: 3 clusters Score -1.146175e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 82740 members 
Entering Unmasked Estep 
Score: -11462068.000000 Penalty: 3710.177246
	Iteration 108Q: 3 clusters Score -1.146207e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -11462468.000000 Penalty: 3710.177246
	Iteration 109Q: 3 clusters Score -1.146247e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -11462821.000000 Penalty: 3710.177246
	Iteration 110Q: 3 clusters Score -1.146282e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -11463050.000000 Penalty: 3710.177246
	Iteration 111Q: 3 clusters Score -1.146305e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 83925 members 
Entering Unmasked Estep 
Score: -11463360.000000 Penalty: 3710.177246
	Iteration 112Q: 3 clusters Score -1.146336e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -11463661.000000 Penalty: 3710.177246
	Iteration 113Q: 3 clusters Score -1.146366e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -11463981.000000 Penalty: 3710.177246
	Iteration 114Q: 3 clusters Score -1.146398e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -11464213.000000 Penalty: 3710.177246
	Iteration 115Q: 3 clusters Score -1.146421e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 85149 members 
Entering Unmasked Estep 
Score: -11464542.000000 Penalty: 3710.177246
	Iteration 116Q: 3 clusters Score -1.146454e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 85443 members 
Entering Unmasked Estep 
Score: -11464803.000000 Penalty: 3710.177246
	Iteration 117Q: 3 clusters Score -1.14648e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -11465025.000000 Penalty: 3710.177246
	Iteration 118Q: 3 clusters Score -1.146502e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
Score: -11465200.000000 Penalty: 3710.177246
	Iteration 119Q: 3 clusters Score -1.14652e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 86206 members 
Entering Unmasked Estep 
Score: -11465399.000000 Penalty: 3710.177246
	Iteration 120F: 3 clusters Score -1.14654e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -11465573.000000 Penalty: 3710.177246
	Iteration 121Q: 3 clusters Score -1.146557e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -11465753.000000 Penalty: 3710.177246
	Iteration 122Q: 3 clusters Score -1.146575e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -11465930.000000 Penalty: 3710.177246
	Iteration 123Q: 3 clusters Score -1.146593e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -11466102.000000 Penalty: 3710.177246
	Iteration 124Q: 3 clusters Score -1.14661e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -11466262.000000 Penalty: 3710.177246
	Iteration 125Q: 3 clusters Score -1.146626e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -11466333.000000 Penalty: 3710.177246
	Iteration 126Q: 3 clusters Score -1.146633e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -11466391.000000 Penalty: 3710.177246
	Iteration 127Q: 3 clusters Score -1.146639e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -11466434.000000 Penalty: 3710.177246
	Iteration 128Q: 3 clusters Score -1.146643e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -11466504.000000 Penalty: 3710.177246
	Iteration 129Q: 3 clusters Score -1.14665e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -11466545.000000 Penalty: 3710.177246
	Iteration 130Q: 3 clusters Score -1.146654e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -11466579.000000 Penalty: 3710.177246
	Iteration 131Q: 3 clusters Score -1.146658e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 88170 members 
Entering Unmasked Estep 
Score: -11466623.000000 Penalty: 3710.177246
	Iteration 132Q: 3 clusters Score -1.146662e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 88241 members 
Entering Unmasked Estep 
Score: -11466659.000000 Penalty: 3710.177246
	Iteration 133Q: 3 clusters Score -1.146666e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -11466691.000000 Penalty: 3710.177246
	Iteration 134Q: 3 clusters Score -1.146669e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -11466759.000000 Penalty: 3710.177246
	Iteration 135Q: 3 clusters Score -1.146676e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -11466804.000000 Penalty: 3710.177246
	Iteration 136Q: 3 clusters Score -1.14668e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 88585 members 
Entering Unmasked Estep 
Score: -11466846.000000 Penalty: 3710.177246
	Iteration 137Q: 3 clusters Score -1.146685e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 88666 members 
Entering Unmasked Estep 
Score: -11466878.000000 Penalty: 3710.177246
	Iteration 138Q: 3 clusters Score -1.146688e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -11466942.000000 Penalty: 3710.177246
	Iteration 139Q: 3 clusters Score -1.146694e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -11467012.000000 Penalty: 3710.177246
	Iteration 140F: 3 clusters Score -1.146701e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -11467059.000000 Penalty: 3710.177246
	Iteration 141Q: 3 clusters Score -1.146706e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -11467085.000000 Penalty: 3710.177246
	Iteration 142Q: 3 clusters Score -1.146708e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -11467102.000000 Penalty: 3710.177246
	Iteration 143Q: 3 clusters Score -1.14671e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -11467147.000000 Penalty: 3710.177246
	Iteration 144Q: 3 clusters Score -1.146715e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 89141 members 
Entering Unmasked Estep 
Score: -11467181.000000 Penalty: 3710.177246
	Iteration 145Q: 3 clusters Score -1.146718e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -11467222.000000 Penalty: 3710.177246
	Iteration 146Q: 3 clusters Score -1.146722e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -11467227.000000 Penalty: 3710.177246
	Iteration 147Q: 3 clusters Score -1.146723e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -11467260.000000 Penalty: 3710.177246
	Iteration 148Q: 3 clusters Score -1.146726e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -11467296.000000 Penalty: 3710.177246
	Iteration 149Q: 3 clusters Score -1.14673e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -11467329.000000 Penalty: 3710.177246
	Iteration 150Q: 3 clusters Score -1.146733e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -11467338.000000 Penalty: 3710.177246
	Iteration 151Q: 3 clusters Score -1.146734e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 89367 members 
Entering Unmasked Estep 
Score: -11467344.000000 Penalty: 3710.177246
	Iteration 152Q: 3 clusters Score -1.146734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -11467346.000000 Penalty: 3710.177246
	Iteration 153Q: 3 clusters Score -1.146735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -11467384.000000 Penalty: 3710.177246
	Iteration 154Q: 3 clusters Score -1.146738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -11467382.000000 Penalty: 3710.177246
	Iteration 155Q: 3 clusters Score -1.146738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -11467385.000000 Penalty: 3710.177246
	Iteration 156Q: 3 clusters Score -1.146738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -11467369.000000 Penalty: 3710.177246
	Iteration 157Q: 3 clusters Score -1.146737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 89512 members 
Entering Unmasked Estep 
Score: -11467366.000000 Penalty: 3710.177246
	Iteration 158Q: 3 clusters Score -1.146737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -11467377.000000 Penalty: 3710.177246
	Iteration 159Q: 3 clusters Score -1.146738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -11467379.000000 Penalty: 3710.177246
	Iteration 160F: 3 clusters Score -1.146738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -11467391.000000 Penalty: 3710.177246
	Iteration 161Q: 3 clusters Score -1.146739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -11467381.000000 Penalty: 3710.177246
	Iteration 162Q: 3 clusters Score -1.146738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -11467396.000000 Penalty: 3710.177246
	Iteration 163Q: 3 clusters Score -1.14674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -11467387.000000 Penalty: 3710.177246
	Iteration 164Q: 3 clusters Score -1.146739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -11467386.000000 Penalty: 3710.177246
	Iteration 165Q: 3 clusters Score -1.146739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -11467383.000000 Penalty: 3710.177246
	Iteration 166Q: 3 clusters Score -1.146738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 89619 members 
Entering Unmasked Estep 
Score: -11467407.000000 Penalty: 3710.177246
	Iteration 167Q: 3 clusters Score -1.146741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 89623 members 
Entering Unmasked Estep 
Score: -11467393.000000 Penalty: 3710.177246
	Iteration 168Q: 3 clusters Score -1.146739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -11467406.000000 Penalty: 3710.177246
	Iteration 169Q: 3 clusters Score -1.146741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 89649 members 
Entering Unmasked Estep 
Score: -11467413.000000 Penalty: 3710.177246
	Iteration 170Q: 3 clusters Score -1.146741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -11467410.000000 Penalty: 3710.177246
	Iteration 171Q: 3 clusters Score -1.146741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -11467409.000000 Penalty: 3710.177246
	Iteration 172Q: 3 clusters Score -1.146741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -11467408.000000 Penalty: 3710.177246
	Iteration 173Q: 3 clusters Score -1.146741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -11467401.000000 Penalty: 3710.177246
	Iteration 174Q: 3 clusters Score -1.14674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 89701 members 
Entering Unmasked Estep 
Score: -11467410.000000 Penalty: 3710.177246
	Iteration 175Q: 3 clusters Score -1.146741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 89705 members 
Entering Unmasked Estep 
Score: -11467403.000000 Penalty: 3710.177246
	Iteration 176Q: 3 clusters Score -1.14674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -11467409.000000 Penalty: 3710.177246
	Iteration 177Q: 3 clusters Score -1.146741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -11467406.000000 Penalty: 3710.177246
	Iteration 178Q: 3 clusters Score -1.146741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -11467416.000000 Penalty: 3710.177246
	Iteration 179Q: 3 clusters Score -1.146742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -11467410.000000 Penalty: 3710.177246
	Iteration 180F: 3 clusters Score -1.146741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -11467422.000000 Penalty: 3710.177246
	Iteration 181Q: 3 clusters Score -1.146742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -11467417.000000 Penalty: 3710.177246
	Iteration 182Q: 3 clusters Score -1.146742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -11467413.000000 Penalty: 3710.177246
	Iteration 183Q: 3 clusters Score -1.146741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -11467417.000000 Penalty: 3710.177246
	Iteration 184Q: 3 clusters Score -1.146742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -11467428.000000 Penalty: 3710.177246
	Iteration 185Q: 3 clusters Score -1.146743e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 89774 members 
Entering Unmasked Estep 
Score: -11467424.000000 Penalty: 3710.177246
	Iteration 186Q: 3 clusters Score -1.146742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -11467425.000000 Penalty: 3710.177246
	Iteration 187Q: 3 clusters Score -1.146742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -11467447.000000 Penalty: 3710.177246
	Iteration 188Q: 3 clusters Score -1.146745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -11467457.000000 Penalty: 3710.177246
	Iteration 189Q: 3 clusters Score -1.146746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -11467452.000000 Penalty: 3710.177246
	Iteration 190Q: 3 clusters Score -1.146745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 89806 members 
Entering Unmasked Estep 
Score: -11467457.000000 Penalty: 3710.177246
	Iteration 191Q: 3 clusters Score -1.146746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -11467461.000000 Penalty: 3710.177246
	Iteration 192Q: 3 clusters Score -1.146746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -11467461.000000 Penalty: 3710.177246
	Iteration 193F: 3 clusters Score -1.146746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Entering Unmasked Estep 
Score: -481609.312500 Penalty: 1351.795532
	Iteration 0F: 2 clusters Score -481609.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -478205.250000 Penalty: 2703.591064
	Iteration 0F: 3 clusters Score -478205.2 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -479204.531250 Penalty: 2703.591064
	Iteration 1F: 3 clusters Score -479204.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -479418.968750 Penalty: 2703.591064
	Iteration 2F: 3 clusters Score -479419 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -479586.437500 Penalty: 2703.591064
	Iteration 3F: 3 clusters Score -479586.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -479729.125000 Penalty: 2703.591064
	Iteration 4F: 3 clusters Score -479729.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -479852.750000 Penalty: 2703.591064
	Iteration 5Q: 3 clusters Score -479852.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -479972.937500 Penalty: 2703.591064
	Iteration 6Q: 3 clusters Score -479972.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -480076.468750 Penalty: 2703.591064
	Iteration 7Q: 3 clusters Score -480076.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -480168.250000 Penalty: 2703.591064
	Iteration 8Q: 3 clusters Score -480168.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -480231.187500 Penalty: 2703.591064
	Iteration 9Q: 3 clusters Score -480231.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -480294.062500 Penalty: 2703.591064
	Iteration 10Q: 3 clusters Score -480294.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -480354.531250 Penalty: 2703.591064
	Iteration 11Q: 3 clusters Score -480354.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -480400.968750 Penalty: 2703.591064
	Iteration 12Q: 3 clusters Score -480401 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -480441.968750 Penalty: 2703.591064
	Iteration 13Q: 3 clusters Score -480442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -480475.718750 Penalty: 2703.591064
	Iteration 14Q: 3 clusters Score -480475.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -480518.437500 Penalty: 2703.591064
	Iteration 15Q: 3 clusters Score -480518.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -480554.500000 Penalty: 2703.591064
	Iteration 16Q: 3 clusters Score -480554.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -480584.968750 Penalty: 2703.591064
	Iteration 17Q: 3 clusters Score -480585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -480623.281250 Penalty: 2703.591064
	Iteration 18Q: 3 clusters Score -480623.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -480677.875000 Penalty: 2703.591064
	Iteration 19Q: 3 clusters Score -480677.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -480757.156250 Penalty: 2703.591064
	Iteration 20F: 3 clusters Score -480757.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -480832.125000 Penalty: 2703.591064
	Iteration 21Q: 3 clusters Score -480832.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -480900.468750 Penalty: 2703.591064
	Iteration 22Q: 3 clusters Score -480900.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -480972.500000 Penalty: 2703.591064
	Iteration 23Q: 3 clusters Score -480972.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -481041.218750 Penalty: 2703.591064
	Iteration 24Q: 3 clusters Score -481041.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -481095.937500 Penalty: 2703.591064
	Iteration 25Q: 3 clusters Score -481095.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -481139.156250 Penalty: 2703.591064
	Iteration 26Q: 3 clusters Score -481139.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -481159.593750 Penalty: 2703.591064
	Iteration 27Q: 3 clusters Score -481159.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -481175.437500 Penalty: 2703.591064
	Iteration 28Q: 3 clusters Score -481175.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -481186.500000 Penalty: 2703.591064
	Iteration 29Q: 3 clusters Score -481186.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -481197.781250 Penalty: 2703.591064
	Iteration 30Q: 3 clusters Score -481197.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -481205.968750 Penalty: 2703.591064
	Iteration 31Q: 3 clusters Score -481206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -481208.218750 Penalty: 2703.591064
	Iteration 32Q: 3 clusters Score -481208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -481212.468750 Penalty: 2703.591064
	Iteration 33Q: 3 clusters Score -481212.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -481212.656250 Penalty: 2703.591064
	Iteration 34Q: 3 clusters Score -481212.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -481214.312500 Penalty: 2703.591064
	Iteration 35Q: 3 clusters Score -481214.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -481214.593750 Penalty: 2703.591064
	Iteration 36Q: 3 clusters Score -481214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -481214.593750 Penalty: 2703.591064
	Iteration 37F: 3 clusters Score -481214.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (89470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Entering Unmasked Estep 
Score: -10965725.000000 Penalty: 1852.769531
	Iteration 0F: 2 clusters Score -1.096572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -10906109.000000 Penalty: 3705.539062
	Iteration 0F: 3 clusters Score -1.090611e+07 nChanged 42463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -10930451.000000 Penalty: 3705.539062
	Iteration 1F: 3 clusters Score -1.093045e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -10930940.000000 Penalty: 3705.539062
	Iteration 2Q: 3 clusters Score -1.093094e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -10931414.000000 Penalty: 3705.539062
	Iteration 3Q: 3 clusters Score -1.093141e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -10932004.000000 Penalty: 3705.539062
	Iteration 4Q: 3 clusters Score -1.0932e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -10932593.000000 Penalty: 3705.539062
	Iteration 5Q: 3 clusters Score -1.093259e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -10933348.000000 Penalty: 3705.539062
	Iteration 6Q: 3 clusters Score -1.093335e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -10934421.000000 Penalty: 3705.539062
	Iteration 7Q: 3 clusters Score -1.093442e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -10936165.000000 Penalty: 3705.539062
	Iteration 8Q: 3 clusters Score -1.093616e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -10938812.000000 Penalty: 3705.539062
	Iteration 9F: 3 clusters Score -1.093881e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -10942932.000000 Penalty: 3705.539062
	Iteration 10F: 3 clusters Score -1.094293e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -10947469.000000 Penalty: 3705.539062
	Iteration 11F: 3 clusters Score -1.094747e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -10950688.000000 Penalty: 3705.539062
	Iteration 12F: 3 clusters Score -1.095069e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -10952035.000000 Penalty: 3705.539062
	Iteration 13Q: 3 clusters Score -1.095204e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -10952687.000000 Penalty: 3705.539062
	Iteration 14Q: 3 clusters Score -1.095269e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -10953037.000000 Penalty: 3705.539062
	Iteration 15Q: 3 clusters Score -1.095304e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -10953459.000000 Penalty: 3705.539062
	Iteration 16Q: 3 clusters Score -1.095346e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -10953893.000000 Penalty: 3705.539062
	Iteration 17Q: 3 clusters Score -1.095389e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -10954480.000000 Penalty: 3705.539062
	Iteration 18Q: 3 clusters Score -1.095448e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -10955096.000000 Penalty: 3705.539062
	Iteration 19Q: 3 clusters Score -1.09551e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -10955804.000000 Penalty: 3705.539062
	Iteration 20F: 3 clusters Score -1.09558e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -10956489.000000 Penalty: 3705.539062
	Iteration 21Q: 3 clusters Score -1.095649e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -10957167.000000 Penalty: 3705.539062
	Iteration 22Q: 3 clusters Score -1.095717e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -10957789.000000 Penalty: 3705.539062
	Iteration 23Q: 3 clusters Score -1.095779e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -10958392.000000 Penalty: 3705.539062
	Iteration 24Q: 3 clusters Score -1.095839e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -10958787.000000 Penalty: 3705.539062
	Iteration 25Q: 3 clusters Score -1.095879e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -10959005.000000 Penalty: 3705.539062
	Iteration 26Q: 3 clusters Score -1.0959e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -10959215.000000 Penalty: 3705.539062
	Iteration 27Q: 3 clusters Score -1.095922e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -10959343.000000 Penalty: 3705.539062
	Iteration 28Q: 3 clusters Score -1.095934e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -10959493.000000 Penalty: 3705.539062
	Iteration 29Q: 3 clusters Score -1.095949e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -10959563.000000 Penalty: 3705.539062
	Iteration 30Q: 3 clusters Score -1.095956e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -10959686.000000 Penalty: 3705.539062
	Iteration 31Q: 3 clusters Score -1.095969e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -10959767.000000 Penalty: 3705.539062
	Iteration 32Q: 3 clusters Score -1.095977e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -10959856.000000 Penalty: 3705.539062
	Iteration 33Q: 3 clusters Score -1.095986e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -10959918.000000 Penalty: 3705.539062
	Iteration 34Q: 3 clusters Score -1.095992e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -10959983.000000 Penalty: 3705.539062
	Iteration 35Q: 3 clusters Score -1.095998e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -10960032.000000 Penalty: 3705.539062
	Iteration 36Q: 3 clusters Score -1.096003e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -10960060.000000 Penalty: 3705.539062
	Iteration 37Q: 3 clusters Score -1.096006e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -10960106.000000 Penalty: 3705.539062
	Iteration 38Q: 3 clusters Score -1.096011e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -10960136.000000 Penalty: 3705.539062
	Iteration 39Q: 3 clusters Score -1.096014e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -10960180.000000 Penalty: 3705.539062
	Iteration 40F: 3 clusters Score -1.096018e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -10960171.000000 Penalty: 3705.539062
	Iteration 41Q: 3 clusters Score -1.096017e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -10960221.000000 Penalty: 3705.539062
	Iteration 42Q: 3 clusters Score -1.096022e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -10960236.000000 Penalty: 3705.539062
	Iteration 43Q: 3 clusters Score -1.096024e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -10960260.000000 Penalty: 3705.539062
	Iteration 44Q: 3 clusters Score -1.096026e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -10960271.000000 Penalty: 3705.539062
	Iteration 45Q: 3 clusters Score -1.096027e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66088 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -10960307.000000 Penalty: 3705.539062
	Iteration 46Q: 3 clusters Score -1.096031e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -10960352.000000 Penalty: 3705.539062
	Iteration 47Q: 3 clusters Score -1.096035e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -10960350.000000 Penalty: 3705.539062
	Iteration 48Q: 3 clusters Score -1.096035e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -10960407.000000 Penalty: 3705.539062
	Iteration 49Q: 3 clusters Score -1.096041e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -10960410.000000 Penalty: 3705.539062
	Iteration 50Q: 3 clusters Score -1.096041e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67369 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -10960466.000000 Penalty: 3705.539062
	Iteration 51Q: 3 clusters Score -1.096047e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -10960480.000000 Penalty: 3705.539062
	Iteration 52Q: 3 clusters Score -1.096048e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -10960523.000000 Penalty: 3705.539062
	Iteration 53Q: 3 clusters Score -1.096052e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -10960538.000000 Penalty: 3705.539062
	Iteration 54Q: 3 clusters Score -1.096054e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -10960559.000000 Penalty: 3705.539062
	Iteration 55Q: 3 clusters Score -1.096056e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -10960537.000000 Penalty: 3705.539062
	Iteration 56Q: 3 clusters Score -1.096054e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -10960565.000000 Penalty: 3705.539062
	Iteration 57Q: 3 clusters Score -1.096056e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -10960603.000000 Penalty: 3705.539062
	Iteration 58Q: 3 clusters Score -1.09606e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -10960601.000000 Penalty: 3705.539062
	Iteration 59Q: 3 clusters Score -1.09606e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -10960611.000000 Penalty: 3705.539062
	Iteration 60F: 3 clusters Score -1.096061e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -10960633.000000 Penalty: 3705.539062
	Iteration 61Q: 3 clusters Score -1.096063e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -10960652.000000 Penalty: 3705.539062
	Iteration 62Q: 3 clusters Score -1.096065e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -10960670.000000 Penalty: 3705.539062
	Iteration 63Q: 3 clusters Score -1.096067e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -10960712.000000 Penalty: 3705.539062
	Iteration 64Q: 3 clusters Score -1.096071e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -10960704.000000 Penalty: 3705.539062
	Iteration 65Q: 3 clusters Score -1.09607e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -10960770.000000 Penalty: 3705.539062
	Iteration 66Q: 3 clusters Score -1.096077e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -10960818.000000 Penalty: 3705.539062
	Iteration 67Q: 3 clusters Score -1.096082e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -10960877.000000 Penalty: 3705.539062
	Iteration 68Q: 3 clusters Score -1.096088e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -10960868.000000 Penalty: 3705.539062
	Iteration 69Q: 3 clusters Score -1.096087e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -10960938.000000 Penalty: 3705.539062
	Iteration 70Q: 3 clusters Score -1.096094e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72193 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -10961007.000000 Penalty: 3705.539062
	Iteration 71Q: 3 clusters Score -1.096101e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72523 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -10961036.000000 Penalty: 3705.539062
	Iteration 72Q: 3 clusters Score -1.096104e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -10961108.000000 Penalty: 3705.539062
	Iteration 73Q: 3 clusters Score -1.096111e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -10961206.000000 Penalty: 3705.539062
	Iteration 74Q: 3 clusters Score -1.096121e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -10961231.000000 Penalty: 3705.539062
	Iteration 75Q: 3 clusters Score -1.096123e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -10961236.000000 Penalty: 3705.539062
	Iteration 76Q: 3 clusters Score -1.096124e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -10961286.000000 Penalty: 3705.539062
	Iteration 77Q: 3 clusters Score -1.096129e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -10961333.000000 Penalty: 3705.539062
	Iteration 78Q: 3 clusters Score -1.096133e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -10961370.000000 Penalty: 3705.539062
	Iteration 79Q: 3 clusters Score -1.096137e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -10961475.000000 Penalty: 3705.539062
	Iteration 80F: 3 clusters Score -1.096148e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -10961572.000000 Penalty: 3705.539062
	Iteration 81Q: 3 clusters Score -1.096157e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -10961650.000000 Penalty: 3705.539062
	Iteration 82Q: 3 clusters Score -1.096165e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -10961733.000000 Penalty: 3705.539062
	Iteration 83Q: 3 clusters Score -1.096173e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -10961905.000000 Penalty: 3705.539062
	Iteration 84Q: 3 clusters Score -1.09619e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -10962041.000000 Penalty: 3705.539062
	Iteration 85Q: 3 clusters Score -1.096204e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -10962104.000000 Penalty: 3705.539062
	Iteration 86Q: 3 clusters Score -1.09621e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -10962188.000000 Penalty: 3705.539062
	Iteration 87Q: 3 clusters Score -1.096219e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -10962231.000000 Penalty: 3705.539062
	Iteration 88Q: 3 clusters Score -1.096223e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -10962340.000000 Penalty: 3705.539062
	Iteration 89Q: 3 clusters Score -1.096234e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -10962398.000000 Penalty: 3705.539062
	Iteration 90Q: 3 clusters Score -1.09624e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -10962444.000000 Penalty: 3705.539062
	Iteration 91Q: 3 clusters Score -1.096244e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -10962522.000000 Penalty: 3705.539062
	Iteration 92Q: 3 clusters Score -1.096252e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -10962622.000000 Penalty: 3705.539062
	Iteration 93Q: 3 clusters Score -1.096262e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -10962674.000000 Penalty: 3705.539062
	Iteration 94Q: 3 clusters Score -1.096267e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -10962778.000000 Penalty: 3705.539062
	Iteration 95Q: 3 clusters Score -1.096278e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -10962850.000000 Penalty: 3705.539062
	Iteration 96Q: 3 clusters Score -1.096285e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -10962941.000000 Penalty: 3705.539062
	Iteration 97Q: 3 clusters Score -1.096294e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -10963070.000000 Penalty: 3705.539062
	Iteration 98Q: 3 clusters Score -1.096307e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81870 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -10963180.000000 Penalty: 3705.539062
	Iteration 99Q: 3 clusters Score -1.096318e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -10963251.000000 Penalty: 3705.539062
	Iteration 100F: 3 clusters Score -1.096325e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82289 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -10963306.000000 Penalty: 3705.539062
	Iteration 101Q: 3 clusters Score -1.096331e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -10963367.000000 Penalty: 3705.539062
	Iteration 102Q: 3 clusters Score -1.096337e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -10963458.000000 Penalty: 3705.539062
	Iteration 103Q: 3 clusters Score -1.096346e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -10963511.000000 Penalty: 3705.539062
	Iteration 104Q: 3 clusters Score -1.096351e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -10963602.000000 Penalty: 3705.539062
	Iteration 105Q: 3 clusters Score -1.09636e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -10963646.000000 Penalty: 3705.539062
	Iteration 106Q: 3 clusters Score -1.096365e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -10963711.000000 Penalty: 3705.539062
	Iteration 107Q: 3 clusters Score -1.096371e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83660 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -10963743.000000 Penalty: 3705.539062
	Iteration 108Q: 3 clusters Score -1.096374e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -10963771.000000 Penalty: 3705.539062
	Iteration 109Q: 3 clusters Score -1.096377e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -10963828.000000 Penalty: 3705.539062
	Iteration 110Q: 3 clusters Score -1.096383e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -10963898.000000 Penalty: 3705.539062
	Iteration 111Q: 3 clusters Score -1.09639e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -10963942.000000 Penalty: 3705.539062
	Iteration 112Q: 3 clusters Score -1.096394e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -10963982.000000 Penalty: 3705.539062
	Iteration 113Q: 3 clusters Score -1.096398e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -10964005.000000 Penalty: 3705.539062
	Iteration 114Q: 3 clusters Score -1.0964e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -10964037.000000 Penalty: 3705.539062
	Iteration 115Q: 3 clusters Score -1.096404e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -10964056.000000 Penalty: 3705.539062
	Iteration 116Q: 3 clusters Score -1.096406e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -10964065.000000 Penalty: 3705.539062
	Iteration 117Q: 3 clusters Score -1.096406e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -10964082.000000 Penalty: 3705.539062
	Iteration 118Q: 3 clusters Score -1.096408e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -10964110.000000 Penalty: 3705.539062
	Iteration 119Q: 3 clusters Score -1.096411e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -10964107.000000 Penalty: 3705.539062
	Iteration 120F: 3 clusters Score -1.096411e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -10964133.000000 Penalty: 3705.539062
	Iteration 121Q: 3 clusters Score -1.096413e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -10964129.000000 Penalty: 3705.539062
	Iteration 122Q: 3 clusters Score -1.096413e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -10964151.000000 Penalty: 3705.539062
	Iteration 123Q: 3 clusters Score -1.096415e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -10964157.000000 Penalty: 3705.539062
	Iteration 124Q: 3 clusters Score -1.096416e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -10964205.000000 Penalty: 3705.539062
	Iteration 125Q: 3 clusters Score -1.09642e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -10964233.000000 Penalty: 3705.539062
	Iteration 126Q: 3 clusters Score -1.096423e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -10964249.000000 Penalty: 3705.539062
	Iteration 127Q: 3 clusters Score -1.096425e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -10964288.000000 Penalty: 3705.539062
	Iteration 128Q: 3 clusters Score -1.096429e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -10964275.000000 Penalty: 3705.539062
	Iteration 129Q: 3 clusters Score -1.096428e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -10964286.000000 Penalty: 3705.539062
	Iteration 130Q: 3 clusters Score -1.096429e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -10964282.000000 Penalty: 3705.539062
	Iteration 131Q: 3 clusters Score -1.096428e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -10964294.000000 Penalty: 3705.539062
	Iteration 132Q: 3 clusters Score -1.096429e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -10964303.000000 Penalty: 3705.539062
	Iteration 133Q: 3 clusters Score -1.09643e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -10964312.000000 Penalty: 3705.539062
	Iteration 134Q: 3 clusters Score -1.096431e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -10964317.000000 Penalty: 3705.539062
	Iteration 135Q: 3 clusters Score -1.096432e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10964324.000000 Penalty: 3705.539062
	Iteration 136Q: 3 clusters Score -1.096432e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -10964348.000000 Penalty: 3705.539062
	Iteration 137Q: 3 clusters Score -1.096435e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -10964338.000000 Penalty: 3705.539062
	Iteration 138Q: 3 clusters Score -1.096434e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -10964338.000000 Penalty: 3705.539062
	Iteration 139Q: 3 clusters Score -1.096434e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -10964358.000000 Penalty: 3705.539062
	Iteration 140F: 3 clusters Score -1.096436e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -10964369.000000 Penalty: 3705.539062
	Iteration 141Q: 3 clusters Score -1.096437e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -10964370.000000 Penalty: 3705.539062
	Iteration 142Q: 3 clusters Score -1.096437e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -10964364.000000 Penalty: 3705.539062
	Iteration 143Q: 3 clusters Score -1.096436e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -10964386.000000 Penalty: 3705.539062
	Iteration 144Q: 3 clusters Score -1.096439e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10964410.000000 Penalty: 3705.539062
	Iteration 145Q: 3 clusters Score -1.096441e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -10964397.000000 Penalty: 3705.539062
	Iteration 146Q: 3 clusters Score -1.09644e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10964404.000000 Penalty: 3705.539062
	Iteration 147Q: 3 clusters Score -1.09644e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10964418.000000 Penalty: 3705.539062
	Iteration 148Q: 3 clusters Score -1.096442e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87452 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10964395.000000 Penalty: 3705.539062
	Iteration 149Q: 3 clusters Score -1.09644e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10964413.000000 Penalty: 3705.539062
	Iteration 150Q: 3 clusters Score -1.096441e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87547 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -10964421.000000 Penalty: 3705.539062
	Iteration 151Q: 3 clusters Score -1.096442e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -10964415.000000 Penalty: 3705.539062
	Iteration 152Q: 3 clusters Score -1.096442e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87621 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10964416.000000 Penalty: 3705.539062
	Iteration 153Q: 3 clusters Score -1.096442e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -10964415.000000 Penalty: 3705.539062
	Iteration 154Q: 3 clusters Score -1.096442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -10964412.000000 Penalty: 3705.539062
	Iteration 155Q: 3 clusters Score -1.096441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87713 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10964427.000000 Penalty: 3705.539062
	Iteration 156Q: 3 clusters Score -1.096443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10964428.000000 Penalty: 3705.539062
	Iteration 157Q: 3 clusters Score -1.096443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87761 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -10964436.000000 Penalty: 3705.539062
	Iteration 158Q: 3 clusters Score -1.096444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10964451.000000 Penalty: 3705.539062
	Iteration 159Q: 3 clusters Score -1.096445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10964461.000000 Penalty: 3705.539062
	Iteration 160F: 3 clusters Score -1.096446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -10964466.000000 Penalty: 3705.539062
	Iteration 161Q: 3 clusters Score -1.096447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -10964482.000000 Penalty: 3705.539062
	Iteration 162Q: 3 clusters Score -1.096448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -10964494.000000 Penalty: 3705.539062
	Iteration 163Q: 3 clusters Score -1.096449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -10964492.000000 Penalty: 3705.539062
	Iteration 164Q: 3 clusters Score -1.096449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -10964484.000000 Penalty: 3705.539062
	Iteration 165Q: 3 clusters Score -1.096448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10964479.000000 Penalty: 3705.539062
	Iteration 166Q: 3 clusters Score -1.096448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -10964478.000000 Penalty: 3705.539062
	Iteration 167Q: 3 clusters Score -1.096448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10964470.000000 Penalty: 3705.539062
	Iteration 168Q: 3 clusters Score -1.096447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10964472.000000 Penalty: 3705.539062
	Iteration 169Q: 3 clusters Score -1.096447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -10964482.000000 Penalty: 3705.539062
	Iteration 170Q: 3 clusters Score -1.096448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87990 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10964484.000000 Penalty: 3705.539062
	Iteration 171Q: 3 clusters Score -1.096448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -10964485.000000 Penalty: 3705.539062
	Iteration 172Q: 3 clusters Score -1.096448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10964480.000000 Penalty: 3705.539062
	Iteration 173Q: 3 clusters Score -1.096448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -10964487.000000 Penalty: 3705.539062
	Iteration 174Q: 3 clusters Score -1.096449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -10964487.000000 Penalty: 3705.539062
	Iteration 175F: 3 clusters Score -1.096449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -701182.562500 Penalty: 1407.937866
	Iteration 0F: 2 clusters Score -701182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -696719.437500 Penalty: 2815.875732
	Iteration 0F: 3 clusters Score -696719.4 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -698047.750000 Penalty: 2815.875732
	Iteration 1F: 3 clusters Score -698047.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -698281.437500 Penalty: 2815.875732
	Iteration 2F: 3 clusters Score -698281.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -698457.000000 Penalty: 2815.875732
	Iteration 3F: 3 clusters Score -698457 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -698595.375000 Penalty: 2815.875732
	Iteration 4Q: 3 clusters Score -698595.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -698697.312500 Penalty: 2815.875732
	Iteration 5Q: 3 clusters Score -698697.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -698783.875000 Penalty: 2815.875732
	Iteration 6Q: 3 clusters Score -698783.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -698885.562500 Penalty: 2815.875732
	Iteration 7Q: 3 clusters Score -698885.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -698994.562500 Penalty: 2815.875732
	Iteration 8Q: 3 clusters Score -698994.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -699111.375000 Penalty: 2815.875732
	Iteration 9Q: 3 clusters Score -699111.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -699223.125000 Penalty: 2815.875732
	Iteration 10Q: 3 clusters Score -699223.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -699338.000000 Penalty: 2815.875732
	Iteration 11Q: 3 clusters Score -699338 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -699443.562500 Penalty: 2815.875732
	Iteration 12Q: 3 clusters Score -699443.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -699555.937500 Penalty: 2815.875732
	Iteration 13Q: 3 clusters Score -699555.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -699636.875000 Penalty: 2815.875732
	Iteration 14Q: 3 clusters Score -699636.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -699701.625000 Penalty: 2815.875732
	Iteration 15Q: 3 clusters Score -699701.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -699751.125000 Penalty: 2815.875732
	Iteration 16Q: 3 clusters Score -699751.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -699786.375000 Penalty: 2815.875732
	Iteration 17Q: 3 clusters Score -699786.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -699810.062500 Penalty: 2815.875732
	Iteration 18Q: 3 clusters Score -699810.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -699833.375000 Penalty: 2815.875732
	Iteration 19Q: 3 clusters Score -699833.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -699848.750000 Penalty: 2815.875732
	Iteration 20F: 3 clusters Score -699848.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -699865.250000 Penalty: 2815.875732
	Iteration 21Q: 3 clusters Score -699865.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -699875.687500 Penalty: 2815.875732
	Iteration 22Q: 3 clusters Score -699875.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -699882.750000 Penalty: 2815.875732
	Iteration 23Q: 3 clusters Score -699882.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -699888.875000 Penalty: 2815.875732
	Iteration 24Q: 3 clusters Score -699888.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -699896.000000 Penalty: 2815.875732
	Iteration 25Q: 3 clusters Score -699896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -699901.125000 Penalty: 2815.875732
	Iteration 26Q: 3 clusters Score -699901.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -699905.250000 Penalty: 2815.875732
	Iteration 27Q: 3 clusters Score -699905.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -699912.562500 Penalty: 2815.875732
	Iteration 28Q: 3 clusters Score -699912.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -699921.187500 Penalty: 2815.875732
	Iteration 29Q: 3 clusters Score -699921.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -699927.187500 Penalty: 2815.875732
	Iteration 30Q: 3 clusters Score -699927.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -699933.062500 Penalty: 2815.875732
	Iteration 31Q: 3 clusters Score -699933.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -699937.125000 Penalty: 2815.875732
	Iteration 32Q: 3 clusters Score -699937.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -699939.562500 Penalty: 2815.875732
	Iteration 33Q: 3 clusters Score -699939.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -699941.375000 Penalty: 2815.875732
	Iteration 34Q: 3 clusters Score -699941.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -699942.875000 Penalty: 2815.875732
	Iteration 35Q: 3 clusters Score -699942.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -699947.562500 Penalty: 2815.875732
	Iteration 36Q: 3 clusters Score -699947.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -699949.625000 Penalty: 2815.875732
	Iteration 37Q: 3 clusters Score -699949.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -699953.187500 Penalty: 2815.875732
	Iteration 38Q: 3 clusters Score -699953.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -699956.062500 Penalty: 2815.875732
	Iteration 39Q: 3 clusters Score -699956.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -699957.687500 Penalty: 2815.875732
	Iteration 40F: 3 clusters Score -699957.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -699960.375000 Penalty: 2815.875732
	Iteration 41Q: 3 clusters Score -699960.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -699964.500000 Penalty: 2815.875732
	Iteration 42Q: 3 clusters Score -699964.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -699968.375000 Penalty: 2815.875732
	Iteration 43Q: 3 clusters Score -699968.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -699973.562500 Penalty: 2815.875732
	Iteration 44Q: 3 clusters Score -699973.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -699976.875000 Penalty: 2815.875732
	Iteration 45Q: 3 clusters Score -699976.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -699983.250000 Penalty: 2815.875732
	Iteration 46Q: 3 clusters Score -699983.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -699986.500000 Penalty: 2815.875732
	Iteration 47Q: 3 clusters Score -699986.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -699990.562500 Penalty: 2815.875732
	Iteration 48Q: 3 clusters Score -699990.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -699992.750000 Penalty: 2815.875732
	Iteration 49Q: 3 clusters Score -699992.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -699995.750000 Penalty: 2815.875732
	Iteration 50Q: 3 clusters Score -699995.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -699997.937500 Penalty: 2815.875732
	Iteration 51Q: 3 clusters Score -699997.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -699999.375000 Penalty: 2815.875732
	Iteration 52Q: 3 clusters Score -699999.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -699999.500000 Penalty: 2815.875732
	Iteration 53Q: 3 clusters Score -699999.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -700002.375000 Penalty: 2815.875732
	Iteration 54Q: 3 clusters Score -700002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -700003.437500 Penalty: 2815.875732
	Iteration 55Q: 3 clusters Score -700003.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -700004.375000 Penalty: 2815.875732
	Iteration 56Q: 3 clusters Score -700004.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -700005.937500 Penalty: 2815.875732
	Iteration 57Q: 3 clusters Score -700005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -700006.312500 Penalty: 2815.875732
	Iteration 58Q: 3 clusters Score -700006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -700007.625000 Penalty: 2815.875732
	Iteration 59Q: 3 clusters Score -700007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -700009.812500 Penalty: 2815.875732
	Iteration 60F: 3 clusters Score -700009.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -700010.187500 Penalty: 2815.875732
	Iteration 61Q: 3 clusters Score -700010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -700011.750000 Penalty: 2815.875732
	Iteration 62Q: 3 clusters Score -700011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -700013.062500 Penalty: 2815.875732
	Iteration 63Q: 3 clusters Score -700013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -700013.062500 Penalty: 2815.875732
	Iteration 64F: 3 clusters Score -700013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (89752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Entering Unmasked Estep 
Score: -11237061.000000 Penalty: 1853.280884
	Iteration 0F: 2 clusters Score -1.123706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -11178584.000000 Penalty: 3706.561768
	Iteration 0F: 3 clusters Score -1.117858e+07 nChanged 42907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -11203395.000000 Penalty: 3706.561768
	Iteration 1F: 3 clusters Score -1.12034e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -11204105.000000 Penalty: 3706.561768
	Iteration 2Q: 3 clusters Score -1.12041e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -11204968.000000 Penalty: 3706.561768
	Iteration 3Q: 3 clusters Score -1.120497e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -11206002.000000 Penalty: 3706.561768
	Iteration 4Q: 3 clusters Score -1.1206e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -11207508.000000 Penalty: 3706.561768
	Iteration 5Q: 3 clusters Score -1.120751e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -11209674.000000 Penalty: 3706.561768
	Iteration 6Q: 3 clusters Score -1.120967e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -11212991.000000 Penalty: 3706.561768
	Iteration 7F: 3 clusters Score -1.121299e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -11217064.000000 Penalty: 3706.561768
	Iteration 8F: 3 clusters Score -1.121706e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -11220721.000000 Penalty: 3706.561768
	Iteration 9F: 3 clusters Score -1.122072e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -11222670.000000 Penalty: 3706.561768
	Iteration 10Q: 3 clusters Score -1.122267e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -11223355.000000 Penalty: 3706.561768
	Iteration 11Q: 3 clusters Score -1.122336e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -11223738.000000 Penalty: 3706.561768
	Iteration 12Q: 3 clusters Score -1.122374e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -11223965.000000 Penalty: 3706.561768
	Iteration 13Q: 3 clusters Score -1.122396e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -11224376.000000 Penalty: 3706.561768
	Iteration 14Q: 3 clusters Score -1.122438e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -11224703.000000 Penalty: 3706.561768
	Iteration 15Q: 3 clusters Score -1.12247e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -11225113.000000 Penalty: 3706.561768
	Iteration 16Q: 3 clusters Score -1.122511e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -11225499.000000 Penalty: 3706.561768
	Iteration 17Q: 3 clusters Score -1.12255e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -11225853.000000 Penalty: 3706.561768
	Iteration 18Q: 3 clusters Score -1.122585e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -11226216.000000 Penalty: 3706.561768
	Iteration 19Q: 3 clusters Score -1.122622e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -11226589.000000 Penalty: 3706.561768
	Iteration 20F: 3 clusters Score -1.122659e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -11227083.000000 Penalty: 3706.561768
	Iteration 21Q: 3 clusters Score -1.122708e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -11227552.000000 Penalty: 3706.561768
	Iteration 22Q: 3 clusters Score -1.122755e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -11227941.000000 Penalty: 3706.561768
	Iteration 23Q: 3 clusters Score -1.122794e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -11228408.000000 Penalty: 3706.561768
	Iteration 24Q: 3 clusters Score -1.122841e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77418 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -11228899.000000 Penalty: 3706.561768
	Iteration 25Q: 3 clusters Score -1.12289e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -11229451.000000 Penalty: 3706.561768
	Iteration 26Q: 3 clusters Score -1.122945e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79979 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -11229977.000000 Penalty: 3706.561768
	Iteration 27Q: 3 clusters Score -1.122998e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -11230430.000000 Penalty: 3706.561768
	Iteration 28Q: 3 clusters Score -1.123043e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -11231193.000000 Penalty: 3706.561768
	Iteration 29Q: 3 clusters Score -1.123119e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82882 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -11232042.000000 Penalty: 3706.561768
	Iteration 30Q: 3 clusters Score -1.123204e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83734 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -11232797.000000 Penalty: 3706.561768
	Iteration 31Q: 3 clusters Score -1.12328e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84533 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -11233387.000000 Penalty: 3706.561768
	Iteration 32Q: 3 clusters Score -1.123339e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85254 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -11233839.000000 Penalty: 3706.561768
	Iteration 33Q: 3 clusters Score -1.123384e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -11234271.000000 Penalty: 3706.561768
	Iteration 34Q: 3 clusters Score -1.123427e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -11234582.000000 Penalty: 3706.561768
	Iteration 35Q: 3 clusters Score -1.123458e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -11234925.000000 Penalty: 3706.561768
	Iteration 36Q: 3 clusters Score -1.123492e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -11235070.000000 Penalty: 3706.561768
	Iteration 37Q: 3 clusters Score -1.123507e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11235245.000000 Penalty: 3706.561768
	Iteration 38Q: 3 clusters Score -1.123524e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11235346.000000 Penalty: 3706.561768
	Iteration 39Q: 3 clusters Score -1.123535e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11235440.000000 Penalty: 3706.561768
	Iteration 40F: 3 clusters Score -1.123544e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -11235508.000000 Penalty: 3706.561768
	Iteration 41Q: 3 clusters Score -1.123551e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11235521.000000 Penalty: 3706.561768
	Iteration 42Q: 3 clusters Score -1.123552e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88693 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11235543.000000 Penalty: 3706.561768
	Iteration 43Q: 3 clusters Score -1.123554e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11235586.000000 Penalty: 3706.561768
	Iteration 44Q: 3 clusters Score -1.123559e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88848 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11235586.000000 Penalty: 3706.561768
	Iteration 45Q: 3 clusters Score -1.123559e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11235609.000000 Penalty: 3706.561768
	Iteration 46Q: 3 clusters Score -1.123561e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11235614.000000 Penalty: 3706.561768
	Iteration 47Q: 3 clusters Score -1.123561e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11235620.000000 Penalty: 3706.561768
	Iteration 48Q: 3 clusters Score -1.123562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11235633.000000 Penalty: 3706.561768
	Iteration 49Q: 3 clusters Score -1.123563e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11235664.000000 Penalty: 3706.561768
	Iteration 50Q: 3 clusters Score -1.123566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -11235680.000000 Penalty: 3706.561768
	Iteration 51Q: 3 clusters Score -1.123568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -11235671.000000 Penalty: 3706.561768
	Iteration 52Q: 3 clusters Score -1.123567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89115 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11235672.000000 Penalty: 3706.561768
	Iteration 53Q: 3 clusters Score -1.123567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11235687.000000 Penalty: 3706.561768
	Iteration 54Q: 3 clusters Score -1.123569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11235693.000000 Penalty: 3706.561768
	Iteration 55Q: 3 clusters Score -1.123569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -11235690.000000 Penalty: 3706.561768
	Iteration 56Q: 3 clusters Score -1.123569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11235693.000000 Penalty: 3706.561768
	Iteration 57Q: 3 clusters Score -1.123569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11235693.000000 Penalty: 3706.561768
	Iteration 58Q: 3 clusters Score -1.123569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11235696.000000 Penalty: 3706.561768
	Iteration 59Q: 3 clusters Score -1.12357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11235696.000000 Penalty: 3706.561768
	Iteration 60F: 3 clusters Score -1.12357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11887.512695 Penalty: 795.898987
	Iteration 0F: 2 clusters Score -11887.51 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 65 members 
Entering Unmasked Estep 
Score: -11244.613281 Penalty: 1591.797974
	Iteration 0F: 3 clusters Score -11244.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11312.583984 Penalty: 1591.797974
	Iteration 1F: 3 clusters Score -11312.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11358.778320 Penalty: 1591.797974
	Iteration 2Q: 3 clusters Score -11358.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11371.691406 Penalty: 1591.797974
	Iteration 3Q: 3 clusters Score -11371.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11371.691406 Penalty: 1591.797974
	Iteration 4F: 3 clusters Score -11371.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (87218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Entering Unmasked Estep 
Score: -10835092.000000 Penalty: 1848.627075
	Iteration 0F: 2 clusters Score -1.083509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -10778337.000000 Penalty: 3697.254150
	Iteration 0F: 3 clusters Score -1.077834e+07 nChanged 41516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -10801908.000000 Penalty: 3697.254150
	Iteration 1F: 3 clusters Score -1.080191e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -10802494.000000 Penalty: 3697.254150
	Iteration 2Q: 3 clusters Score -1.080249e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -10803376.000000 Penalty: 3697.254150
	Iteration 3Q: 3 clusters Score -1.080338e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -10804592.000000 Penalty: 3697.254150
	Iteration 4Q: 3 clusters Score -1.080459e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -10806377.000000 Penalty: 3697.254150
	Iteration 5Q: 3 clusters Score -1.080638e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -10809183.000000 Penalty: 3697.254150
	Iteration 6F: 3 clusters Score -1.080918e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -10813386.000000 Penalty: 3697.254150
	Iteration 7F: 3 clusters Score -1.081339e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -10818318.000000 Penalty: 3697.254150
	Iteration 8F: 3 clusters Score -1.081832e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -10822236.000000 Penalty: 3697.254150
	Iteration 9F: 3 clusters Score -1.082224e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -10824433.000000 Penalty: 3697.254150
	Iteration 10Q: 3 clusters Score -1.082443e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -10825577.000000 Penalty: 3697.254150
	Iteration 11Q: 3 clusters Score -1.082558e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -10826535.000000 Penalty: 3697.254150
	Iteration 12Q: 3 clusters Score -1.082654e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -10827380.000000 Penalty: 3697.254150
	Iteration 13Q: 3 clusters Score -1.082738e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -10828190.000000 Penalty: 3697.254150
	Iteration 14Q: 3 clusters Score -1.082819e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -10828922.000000 Penalty: 3697.254150
	Iteration 15Q: 3 clusters Score -1.082892e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -10829730.000000 Penalty: 3697.254150
	Iteration 16Q: 3 clusters Score -1.082973e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -10830417.000000 Penalty: 3697.254150
	Iteration 17Q: 3 clusters Score -1.083042e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -10831149.000000 Penalty: 3697.254150
	Iteration 18Q: 3 clusters Score -1.083115e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -10831661.000000 Penalty: 3697.254150
	Iteration 19Q: 3 clusters Score -1.083166e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -10832104.000000 Penalty: 3697.254150
	Iteration 20F: 3 clusters Score -1.08321e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -10832450.000000 Penalty: 3697.254150
	Iteration 21Q: 3 clusters Score -1.083245e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -10832755.000000 Penalty: 3697.254150
	Iteration 22Q: 3 clusters Score -1.083276e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84526 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -10832990.000000 Penalty: 3697.254150
	Iteration 23Q: 3 clusters Score -1.083299e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -10833178.000000 Penalty: 3697.254150
	Iteration 24Q: 3 clusters Score -1.083318e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -10833256.000000 Penalty: 3697.254150
	Iteration 25Q: 3 clusters Score -1.083326e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -10833359.000000 Penalty: 3697.254150
	Iteration 26Q: 3 clusters Score -1.083336e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85964 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10833397.000000 Penalty: 3697.254150
	Iteration 27Q: 3 clusters Score -1.08334e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10833439.000000 Penalty: 3697.254150
	Iteration 28Q: 3 clusters Score -1.083344e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10833520.000000 Penalty: 3697.254150
	Iteration 29Q: 3 clusters Score -1.083352e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10833564.000000 Penalty: 3697.254150
	Iteration 30Q: 3 clusters Score -1.083356e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10833565.000000 Penalty: 3697.254150
	Iteration 31Q: 3 clusters Score -1.083356e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86458 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10833583.000000 Penalty: 3697.254150
	Iteration 32Q: 3 clusters Score -1.083358e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10833587.000000 Penalty: 3697.254150
	Iteration 33Q: 3 clusters Score -1.083359e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10833618.000000 Penalty: 3697.254150
	Iteration 34Q: 3 clusters Score -1.083362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10833621.000000 Penalty: 3697.254150
	Iteration 35Q: 3 clusters Score -1.083362e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10833620.000000 Penalty: 3697.254150
	Iteration 36Q: 3 clusters Score -1.083362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10833625.000000 Penalty: 3697.254150
	Iteration 37Q: 3 clusters Score -1.083362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10833632.000000 Penalty: 3697.254150
	Iteration 38Q: 3 clusters Score -1.083363e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10833633.000000 Penalty: 3697.254150
	Iteration 39Q: 3 clusters Score -1.083363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10833628.000000 Penalty: 3697.254150
	Iteration 40F: 3 clusters Score -1.083363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10833633.000000 Penalty: 3697.254150
	Iteration 41Q: 3 clusters Score -1.083363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10833645.000000 Penalty: 3697.254150
	Iteration 42Q: 3 clusters Score -1.083364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10833649.000000 Penalty: 3697.254150
	Iteration 43Q: 3 clusters Score -1.083365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10833637.000000 Penalty: 3697.254150
	Iteration 44Q: 3 clusters Score -1.083364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10833639.000000 Penalty: 3697.254150
	Iteration 45Q: 3 clusters Score -1.083364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10833640.000000 Penalty: 3697.254150
	Iteration 46Q: 3 clusters Score -1.083364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10833643.000000 Penalty: 3697.254150
	Iteration 47Q: 3 clusters Score -1.083364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10833642.000000 Penalty: 3697.254150
	Iteration 48Q: 3 clusters Score -1.083364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10833645.000000 Penalty: 3697.254150
	Iteration 49Q: 3 clusters Score -1.083364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10833643.000000 Penalty: 3697.254150
	Iteration 50Q: 3 clusters Score -1.083364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10833648.000000 Penalty: 3697.254150
	Iteration 51Q: 3 clusters Score -1.083365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10833637.000000 Penalty: 3697.254150
	Iteration 52Q: 3 clusters Score -1.083364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10833633.000000 Penalty: 3697.254150
	Iteration 53Q: 3 clusters Score -1.083363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10833635.000000 Penalty: 3697.254150
	Iteration 54Q: 3 clusters Score -1.083364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10833638.000000 Penalty: 3697.254150
	Iteration 55Q: 3 clusters Score -1.083364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10833643.000000 Penalty: 3697.254150
	Iteration 56Q: 3 clusters Score -1.083364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10833643.000000 Penalty: 3697.254150
	Iteration 57F: 3 clusters Score -1.083364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -21529.808594 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -21529.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20728.023438 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -20728.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20984.365234 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -20984.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21121.408203 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -21121.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21247.974609 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -21247.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21268.703125 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -21268.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21287.744141 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -21287.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21296.677734 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -21296.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21321.744141 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -21321.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21358.611328 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -21358.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21365.113281 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -21365.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21365.113281 Penalty: 1858.033936
	Iteration 10F: 3 clusters Score -21365.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19077.257812 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -19077.26 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 93 members 
Entering Unmasked Estep 
Score: -18337.421875 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -18337.42 nChanged 35
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: -18472.474609 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -18472.47 nChanged 11
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: -18514.240234 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -18514.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18560.794922 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -18560.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18618.304688 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -18618.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18679.656250 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -18679.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18681.416016 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -18681.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18685.429688 Penalty: 1743.942139
	Iteration 7Q: 3 clusters Score -18685.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18685.429688 Penalty: 1743.942139
	Iteration 8F: 3 clusters Score -18685.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Entering Unmasked Estep 
Score: -3907279.750000 Penalty: 1678.979370
	Iteration 0F: 2 clusters Score -3907280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3886501.500000 Penalty: 3357.958740
	Iteration 0F: 3 clusters Score -3886502 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3894340.750000 Penalty: 3357.958740
	Iteration 1F: 3 clusters Score -3894341 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3894761.500000 Penalty: 3357.958740
	Iteration 2Q: 3 clusters Score -3894762 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3895254.500000 Penalty: 3357.958740
	Iteration 3Q: 3 clusters Score -3895254 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -3895841.250000 Penalty: 3357.958740
	Iteration 4Q: 3 clusters Score -3895841 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3896642.500000 Penalty: 3357.958740
	Iteration 5F: 3 clusters Score -3896642 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3897857.250000 Penalty: 3357.958740
	Iteration 6F: 3 clusters Score -3897857 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3899398.250000 Penalty: 3357.958740
	Iteration 7F: 3 clusters Score -3899398 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3900959.000000 Penalty: 3357.958740
	Iteration 8F: 3 clusters Score -3900959 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3902205.250000 Penalty: 3357.958740
	Iteration 9F: 3 clusters Score -3902205 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3903029.500000 Penalty: 3357.958740
	Iteration 10Q: 3 clusters Score -3903030 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3903479.000000 Penalty: 3357.958740
	Iteration 11Q: 3 clusters Score -3903479 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3903807.000000 Penalty: 3357.958740
	Iteration 12Q: 3 clusters Score -3903807 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3904098.250000 Penalty: 3357.958740
	Iteration 13Q: 3 clusters Score -3904098 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3904388.000000 Penalty: 3357.958740
	Iteration 14Q: 3 clusters Score -3904388 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3904635.000000 Penalty: 3357.958740
	Iteration 15Q: 3 clusters Score -3904635 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3904839.250000 Penalty: 3357.958740
	Iteration 16Q: 3 clusters Score -3904839 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3905008.000000 Penalty: 3357.958740
	Iteration 17Q: 3 clusters Score -3905008 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3905154.250000 Penalty: 3357.958740
	Iteration 18Q: 3 clusters Score -3905154 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3905283.500000 Penalty: 3357.958740
	Iteration 19Q: 3 clusters Score -3905284 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3905387.750000 Penalty: 3357.958740
	Iteration 20F: 3 clusters Score -3905388 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -3905437.000000 Penalty: 3357.958740
	Iteration 21Q: 3 clusters Score -3905437 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3905515.250000 Penalty: 3357.958740
	Iteration 22Q: 3 clusters Score -3905515 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -3905566.750000 Penalty: 3357.958740
	Iteration 23Q: 3 clusters Score -3905567 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -3905635.000000 Penalty: 3357.958740
	Iteration 24Q: 3 clusters Score -3905635 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3905681.000000 Penalty: 3357.958740
	Iteration 25Q: 3 clusters Score -3905681 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3905696.750000 Penalty: 3357.958740
	Iteration 26Q: 3 clusters Score -3905697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -3905726.500000 Penalty: 3357.958740
	Iteration 27Q: 3 clusters Score -3905726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -3905740.500000 Penalty: 3357.958740
	Iteration 28Q: 3 clusters Score -3905740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3905744.500000 Penalty: 3357.958740
	Iteration 29Q: 3 clusters Score -3905744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -3905748.250000 Penalty: 3357.958740
	Iteration 30Q: 3 clusters Score -3905748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3905755.250000 Penalty: 3357.958740
	Iteration 31Q: 3 clusters Score -3905755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -3905754.500000 Penalty: 3357.958740
	Iteration 32Q: 3 clusters Score -3905754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -3905760.000000 Penalty: 3357.958740
	Iteration 33Q: 3 clusters Score -3905760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3905765.750000 Penalty: 3357.958740
	Iteration 34Q: 3 clusters Score -3905766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3905767.000000 Penalty: 3357.958740
	Iteration 35Q: 3 clusters Score -3905767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3905771.250000 Penalty: 3357.958740
	Iteration 36Q: 3 clusters Score -3905771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -3905777.250000 Penalty: 3357.958740
	Iteration 37Q: 3 clusters Score -3905777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3905780.500000 Penalty: 3357.958740
	Iteration 38Q: 3 clusters Score -3905780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3905790.000000 Penalty: 3357.958740
	Iteration 39Q: 3 clusters Score -3905790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -3905790.500000 Penalty: 3357.958740
	Iteration 40F: 3 clusters Score -3905790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -3905796.000000 Penalty: 3357.958740
	Iteration 41Q: 3 clusters Score -3905796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3905795.500000 Penalty: 3357.958740
	Iteration 42Q: 3 clusters Score -3905796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -3905794.250000 Penalty: 3357.958740
	Iteration 43Q: 3 clusters Score -3905794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3905805.750000 Penalty: 3357.958740
	Iteration 44Q: 3 clusters Score -3905806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -3905812.250000 Penalty: 3357.958740
	Iteration 45Q: 3 clusters Score -3905812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -3905815.500000 Penalty: 3357.958740
	Iteration 46Q: 3 clusters Score -3905816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -3905817.500000 Penalty: 3357.958740
	Iteration 47Q: 3 clusters Score -3905818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -3905823.500000 Penalty: 3357.958740
	Iteration 48Q: 3 clusters Score -3905824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3905827.250000 Penalty: 3357.958740
	Iteration 49Q: 3 clusters Score -3905827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -3905835.500000 Penalty: 3357.958740
	Iteration 50Q: 3 clusters Score -3905836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -3905832.000000 Penalty: 3357.958740
	Iteration 51Q: 3 clusters Score -3905832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3905834.750000 Penalty: 3357.958740
	Iteration 52Q: 3 clusters Score -3905835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3905836.750000 Penalty: 3357.958740
	Iteration 53Q: 3 clusters Score -3905837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -3905840.500000 Penalty: 3357.958740
	Iteration 54Q: 3 clusters Score -3905840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -3905841.000000 Penalty: 3357.958740
	Iteration 55Q: 3 clusters Score -3905841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3905841.750000 Penalty: 3357.958740
	Iteration 56Q: 3 clusters Score -3905842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3905839.500000 Penalty: 3357.958740
	Iteration 57Q: 3 clusters Score -3905840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -3905846.500000 Penalty: 3357.958740
	Iteration 58Q: 3 clusters Score -3905846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3905847.750000 Penalty: 3357.958740
	Iteration 59Q: 3 clusters Score -3905848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -3905854.750000 Penalty: 3357.958740
	Iteration 60F: 3 clusters Score -3905855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3905855.250000 Penalty: 3357.958740
	Iteration 61Q: 3 clusters Score -3905855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3905855.750000 Penalty: 3357.958740
	Iteration 62Q: 3 clusters Score -3905856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3905858.500000 Penalty: 3357.958740
	Iteration 63Q: 3 clusters Score -3905858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3905858.500000 Penalty: 3357.958740
	Iteration 64F: 3 clusters Score -3905858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -48587.109375 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -48587.11 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 259 members 
Entering Unmasked Estep 
Score: -47592.996094 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -47593 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47831.492188 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -47831.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -47943.652344 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -47943.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47987.742188 Penalty: 2011.852417
	Iteration 3Q: 3 clusters Score -47987.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48005.988281 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -48005.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48015.847656 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -48015.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48022.406250 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -48022.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48035.832031 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -48035.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48053.203125 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -48053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48082.832031 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -48082.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48108.957031 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -48108.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48126.000000 Penalty: 2011.852417
	Iteration 11Q: 3 clusters Score -48126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48130.886719 Penalty: 2011.852417
	Iteration 12Q: 3 clusters Score -48130.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48135.878906 Penalty: 2011.852417
	Iteration 13Q: 3 clusters Score -48135.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48136.539062 Penalty: 2011.852417
	Iteration 14Q: 3 clusters Score -48136.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48137.472656 Penalty: 2011.852417
	Iteration 15Q: 3 clusters Score -48137.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48137.472656 Penalty: 2011.852417
	Iteration 16F: 3 clusters Score -48137.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42151 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83161 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19467 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84756 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91949 members 
Mstep: Class 22 contains 90756 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89470 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87218 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30705 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230712.000000 Penalty: 70941.500000
Iteration 359Q: 33 clusters Score -1.022307e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42150 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83156 members 
Mstep: Class 14 contains 14072 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19469 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84762 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91948 members 
Mstep: Class 22 contains 90758 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89471 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87216 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30705 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230648.000000 Penalty: 70941.500000
Iteration 360F: 33 clusters Score -1.022306e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42150 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83153 members 
Mstep: Class 14 contains 14070 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19472 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84764 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91946 members 
Mstep: Class 22 contains 90752 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89475 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89755 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87213 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30712 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230696.000000 Penalty: 70941.500000
Iteration 361Q: 33 clusters Score -1.022307e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 48387 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83148 members 
Mstep: Class 14 contains 14070 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19474 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84767 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91946 members 
Mstep: Class 22 contains 90742 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89477 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89756 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87209 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30725 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230640.000000 Penalty: 70941.500000
Iteration 362Q: 33 clusters Score -1.022306e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42146 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 48389 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83146 members 
Mstep: Class 14 contains 14070 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19475 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84770 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91942 members 
Mstep: Class 22 contains 90726 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 89482 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89757 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87211 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30736 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230608.000000 Penalty: 70941.500000
Iteration 363Q: 33 clusters Score -1.022306e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83145 members 
Mstep: Class 14 contains 14069 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19477 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84770 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91943 members 
Mstep: Class 22 contains 90721 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 89478 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89756 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87205 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30744 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230592.000000 Penalty: 70941.500000
Iteration 364Q: 33 clusters Score -1.022306e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 48399 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83147 members 
Mstep: Class 14 contains 14069 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19479 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84770 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91942 members 
Mstep: Class 22 contains 90721 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89474 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89759 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87198 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30744 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230608.000000 Penalty: 70941.500000
Iteration 365Q: 33 clusters Score -1.022306e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 48399 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83148 members 
Mstep: Class 14 contains 14068 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19480 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84769 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91941 members 
Mstep: Class 22 contains 90714 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89478 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89761 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87191 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30754 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230616.000000 Penalty: 70941.500000
Iteration 366Q: 33 clusters Score -1.022306e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 48397 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83152 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19482 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84767 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91941 members 
Mstep: Class 22 contains 90712 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89479 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89761 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87186 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30760 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230656.000000 Penalty: 70941.500000
Iteration 367Q: 33 clusters Score -1.022307e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 48397 members 
Mstep: Class 10 contains 18524 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83153 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19482 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84769 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91937 members 
Mstep: Class 22 contains 90708 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89482 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89765 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87180 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30764 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230608.000000 Penalty: 70941.500000
Iteration 368Q: 33 clusters Score -1.022306e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 48398 members 
Mstep: Class 10 contains 18523 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83153 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19482 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84765 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91936 members 
Mstep: Class 22 contains 90702 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89486 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89773 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87174 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30771 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230632.000000 Penalty: 70941.500000
Iteration 369Q: 33 clusters Score -1.022306e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83150 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19484 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84767 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91933 members 
Mstep: Class 22 contains 90705 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89489 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89776 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87169 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30777 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230632.000000 Penalty: 70941.500000
Iteration 370Q: 33 clusters Score -1.022306e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13881 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83152 members 
Mstep: Class 14 contains 14058 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19485 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84767 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91931 members 
Mstep: Class 22 contains 90706 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89493 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89776 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87166 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30783 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230688.000000 Penalty: 70941.500000
Iteration 371Q: 33 clusters Score -1.022307e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13880 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83160 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19484 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84757 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91928 members 
Mstep: Class 22 contains 90708 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89485 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89783 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87164 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30792 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230712.000000 Penalty: 70941.500000
Iteration 372Q: 33 clusters Score -1.022307e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13879 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42143 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5057 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83166 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19486 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84753 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91927 members 
Mstep: Class 22 contains 90702 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89483 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89784 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87164 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30804 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230720.000000 Penalty: 70941.500000
Iteration 373Q: 33 clusters Score -1.022307e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13878 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42143 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 48382 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83168 members 
Mstep: Class 14 contains 14052 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19489 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84750 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91922 members 
Mstep: Class 22 contains 90699 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89488 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89786 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87160 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30815 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230648.000000 Penalty: 70941.500000
Iteration 374Q: 33 clusters Score -1.022306e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13878 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 48373 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83166 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19494 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84753 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91919 members 
Mstep: Class 22 contains 90691 members 
Mstep: Class 23 contains 4104 members 
Mstep: Class 24 contains 89487 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89787 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87156 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30833 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230656.000000 Penalty: 70941.500000
Iteration 375Q: 33 clusters Score -1.022307e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13878 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 48363 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83167 members 
Mstep: Class 14 contains 14057 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19502 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84755 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91913 members 
Mstep: Class 22 contains 90678 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89492 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89786 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87149 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30858 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230696.000000 Penalty: 70941.500000
Iteration 376Q: 33 clusters Score -1.022307e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13878 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42143 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 48356 members 
Mstep: Class 10 contains 18517 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83166 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19510 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84754 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91907 members 
Mstep: Class 22 contains 90671 members 
Mstep: Class 23 contains 4100 members 
Mstep: Class 24 contains 89493 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89791 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87144 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30877 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230672.000000 Penalty: 70941.500000
Iteration 377Q: 33 clusters Score -1.022307e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13878 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42143 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 48352 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83167 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19513 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84751 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91903 members 
Mstep: Class 22 contains 90661 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 89488 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89793 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87144 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30893 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230792.000000 Penalty: 70941.500000
Iteration 378Q: 33 clusters Score -1.022308e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13878 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42142 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 48348 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83167 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19520 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84750 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91903 members 
Mstep: Class 22 contains 90650 members 
Mstep: Class 23 contains 4103 members 
Mstep: Class 24 contains 89485 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89794 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87140 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30910 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230872.000000 Penalty: 70941.500000
Iteration 379Q: 33 clusters Score -1.022309e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13878 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42140 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 48344 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83168 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19523 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84752 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91902 members 
Mstep: Class 22 contains 90638 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89483 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89793 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87138 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30925 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230920.000000 Penalty: 70941.500000
Iteration 380F: 33 clusters Score -1.022309e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13878 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42139 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 48341 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83169 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19526 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84753 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91899 members 
Mstep: Class 22 contains 90621 members 
Mstep: Class 23 contains 4104 members 
Mstep: Class 24 contains 89485 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89792 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87138 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30944 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230992.000000 Penalty: 70941.500000
Iteration 381Q: 33 clusters Score -1.02231e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13878 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 42139 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 48338 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83170 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19532 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84753 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91897 members 
Mstep: Class 22 contains 90617 members 
Mstep: Class 23 contains 4104 members 
Mstep: Class 24 contains 89476 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 89792 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87132 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30960 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231048.000000 Penalty: 70941.500000
Iteration 382Q: 33 clusters Score -1.02231e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13877 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42135 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 48333 members 
Mstep: Class 10 contains 18519 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83170 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 19538 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84753 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91895 members 
Mstep: Class 22 contains 90612 members 
Mstep: Class 23 contains 4104 members 
Mstep: Class 24 contains 89477 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 89793 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87128 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30973 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230976.000000 Penalty: 70941.500000
Iteration 383Q: 33 clusters Score -1.02231e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13877 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 42130 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 48331 members 
Mstep: Class 10 contains 18519 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83169 members 
Mstep: Class 14 contains 14056 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 19541 members 
Mstep: Class 17 contains 2582 members 
Mstep: Class 18 contains 84754 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91894 members 
Mstep: Class 22 contains 90605 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89476 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 89796 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87125 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30984 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230976.000000 Penalty: 70941.500000
Iteration 384Q: 33 clusters Score -1.02231e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13877 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1438 members 
Mstep: Class 5 contains 42129 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 48328 members 
Mstep: Class 10 contains 18519 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83166 members 
Mstep: Class 14 contains 14057 members 
Mstep: Class 15 contains 4678 members 
Mstep: Class 16 contains 19544 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84757 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91890 members 
Mstep: Class 22 contains 90601 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89474 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89797 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87126 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 30991 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230992.000000 Penalty: 70941.500000
Iteration 385Q: 33 clusters Score -1.02231e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13876 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48320 members 
Mstep: Class 10 contains 18519 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83165 members 
Mstep: Class 14 contains 14057 members 
Mstep: Class 15 contains 4675 members 
Mstep: Class 16 contains 19547 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84761 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91893 members 
Mstep: Class 22 contains 90599 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89476 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89797 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87121 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31000 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231024.000000 Penalty: 70941.500000
Iteration 386Q: 33 clusters Score -1.02231e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13876 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48309 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83162 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19549 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84766 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91892 members 
Mstep: Class 22 contains 90598 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89478 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89800 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87117 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31009 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230888.000000 Penalty: 70941.500000
Iteration 387Q: 33 clusters Score -1.022309e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13875 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48299 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83162 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19551 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84768 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91891 members 
Mstep: Class 22 contains 90605 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89474 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89800 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87113 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31018 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230864.000000 Penalty: 70941.500000
Iteration 388Q: 33 clusters Score -1.022309e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13874 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48292 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83163 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19551 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84773 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91892 members 
Mstep: Class 22 contains 90603 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89480 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89797 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87105 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31027 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230888.000000 Penalty: 70941.500000
Iteration 389Q: 33 clusters Score -1.022309e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48288 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83165 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19551 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84778 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91894 members 
Mstep: Class 22 contains 90594 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89484 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89793 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87098 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31039 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230840.000000 Penalty: 70941.500000
Iteration 390Q: 33 clusters Score -1.022308e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42127 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48286 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83164 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19551 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84780 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91894 members 
Mstep: Class 22 contains 90593 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89486 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89791 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87095 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31042 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230864.000000 Penalty: 70941.500000
Iteration 391Q: 33 clusters Score -1.022309e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42126 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48284 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83165 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19551 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84783 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91894 members 
Mstep: Class 22 contains 90593 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89490 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89788 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87091 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31044 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230864.000000 Penalty: 70941.500000
Iteration 392Q: 33 clusters Score -1.022309e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42126 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48278 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83163 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19551 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84787 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91894 members 
Mstep: Class 22 contains 90592 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89497 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89787 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87084 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31050 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230872.000000 Penalty: 70941.500000
Iteration 393Q: 33 clusters Score -1.022309e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42125 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48277 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83160 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19552 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84793 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91894 members 
Mstep: Class 22 contains 90591 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89499 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89786 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87078 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31055 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230976.000000 Penalty: 70941.500000
Iteration 394Q: 33 clusters Score -1.02231e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42125 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48273 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83159 members 
Mstep: Class 14 contains 14051 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19552 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84797 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91893 members 
Mstep: Class 22 contains 90589 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89501 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89784 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87073 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31065 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230944.000000 Penalty: 70941.500000
Iteration 395Q: 33 clusters Score -1.022309e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42125 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48272 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83155 members 
Mstep: Class 14 contains 14051 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19552 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84799 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91892 members 
Mstep: Class 22 contains 90587 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89504 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89785 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87072 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31068 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230920.000000 Penalty: 70941.500000
Iteration 396Q: 33 clusters Score -1.022309e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42125 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 48270 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83152 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19552 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84802 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91890 members 
Mstep: Class 22 contains 90584 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89508 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89785 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87070 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31074 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230912.000000 Penalty: 70941.500000
Iteration 397Q: 33 clusters Score -1.022309e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42125 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5046 members 
Mstep: Class 9 contains 48264 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83150 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19552 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84805 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91887 members 
Mstep: Class 22 contains 90580 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89511 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89784 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87072 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31083 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230912.000000 Penalty: 70941.500000
Iteration 398Q: 33 clusters Score -1.022309e+08 nChanged 22
Entering ConstructFrom: 
Score: -102230912.000000 Penalty: 70941.500000
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -46536.000000 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -46536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45563.058594 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -45563.06 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46116.625000 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -46116.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46472.531250 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -46472.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46711.414062 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -46711.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46897.843750 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -46897.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47047.281250 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -47047.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47129.980469 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -47129.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47248.140625 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -47248.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47330.164062 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -47330.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47363.226562 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -47363.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47369.460938 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -47369.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47371.574219 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -47371.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47375.984375 Penalty: 2033.741943
	Iteration 12Q: 3 clusters Score -47375.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47380.968750 Penalty: 2033.741943
	Iteration 13F: 3 clusters Score -47380.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47390.277344 Penalty: 2033.741943
	Iteration 14Q: 3 clusters Score -47390.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47405.871094 Penalty: 2033.741943
	Iteration 15Q: 3 clusters Score -47405.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47453.726562 Penalty: 2033.741943
	Iteration 16Q: 3 clusters Score -47453.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47461.523438 Penalty: 2033.741943
	Iteration 17Q: 3 clusters Score -47461.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47461.523438 Penalty: 2033.741943
	Iteration 18F: 3 clusters Score -47461.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42124 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 48261 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83152 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19553 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84808 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91885 members 
Mstep: Class 22 contains 90577 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89514 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89780 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87072 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31088 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 219 members 
Entering Unmasked Estep 
Score: -102230688.000000 Penalty: 73158.421875
Splitting cluster 1 changes total score from -102230912.000000 to -102230688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Entering Unmasked Estep 
Score: -1679527.125000 Penalty: 1549.876221
	Iteration 0F: 2 clusters Score -1679527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1669879.875000 Penalty: 3099.752441
	Iteration 0F: 3 clusters Score -1669880 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1673085.750000 Penalty: 3099.752441
	Iteration 1F: 3 clusters Score -1673086 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1673344.500000 Penalty: 3099.752441
	Iteration 2F: 3 clusters Score -1673344 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1673547.500000 Penalty: 3099.752441
	Iteration 3Q: 3 clusters Score -1673548 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1673724.500000 Penalty: 3099.752441
	Iteration 4Q: 3 clusters Score -1673724 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1673918.375000 Penalty: 3099.752441
	Iteration 5Q: 3 clusters Score -1673918 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1674137.000000 Penalty: 3099.752441
	Iteration 6Q: 3 clusters Score -1674137 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1674394.750000 Penalty: 3099.752441
	Iteration 7Q: 3 clusters Score -1674395 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1674689.750000 Penalty: 3099.752441
	Iteration 8Q: 3 clusters Score -1674690 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1675043.125000 Penalty: 3099.752441
	Iteration 9Q: 3 clusters Score -1675043 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1675478.875000 Penalty: 3099.752441
	Iteration 10Q: 3 clusters Score -1675479 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1675955.625000 Penalty: 3099.752441
	Iteration 11F: 3 clusters Score -1675956 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1676413.875000 Penalty: 3099.752441
	Iteration 12Q: 3 clusters Score -1676414 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1676798.500000 Penalty: 3099.752441
	Iteration 13Q: 3 clusters Score -1676798 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1677049.500000 Penalty: 3099.752441
	Iteration 14Q: 3 clusters Score -1677050 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1677215.375000 Penalty: 3099.752441
	Iteration 15Q: 3 clusters Score -1677215 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1677353.000000 Penalty: 3099.752441
	Iteration 16Q: 3 clusters Score -1677353 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1677472.375000 Penalty: 3099.752441
	Iteration 17Q: 3 clusters Score -1677472 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1677568.625000 Penalty: 3099.752441
	Iteration 18Q: 3 clusters Score -1677569 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1677673.875000 Penalty: 3099.752441
	Iteration 19Q: 3 clusters Score -1677674 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1677760.875000 Penalty: 3099.752441
	Iteration 20F: 3 clusters Score -1677761 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1677847.500000 Penalty: 3099.752441
	Iteration 21Q: 3 clusters Score -1677848 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1677925.375000 Penalty: 3099.752441
	Iteration 22Q: 3 clusters Score -1677925 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1677980.000000 Penalty: 3099.752441
	Iteration 23Q: 3 clusters Score -1677980 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1678042.625000 Penalty: 3099.752441
	Iteration 24Q: 3 clusters Score -1678043 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1678087.750000 Penalty: 3099.752441
	Iteration 25Q: 3 clusters Score -1678088 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1678111.250000 Penalty: 3099.752441
	Iteration 26Q: 3 clusters Score -1678111 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1678131.000000 Penalty: 3099.752441
	Iteration 27Q: 3 clusters Score -1678131 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1678154.750000 Penalty: 3099.752441
	Iteration 28Q: 3 clusters Score -1678155 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1678172.250000 Penalty: 3099.752441
	Iteration 29Q: 3 clusters Score -1678172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1678188.250000 Penalty: 3099.752441
	Iteration 30Q: 3 clusters Score -1678188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1678202.500000 Penalty: 3099.752441
	Iteration 31Q: 3 clusters Score -1678202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1678215.500000 Penalty: 3099.752441
	Iteration 32Q: 3 clusters Score -1678216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1678227.250000 Penalty: 3099.752441
	Iteration 33Q: 3 clusters Score -1678227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1678234.250000 Penalty: 3099.752441
	Iteration 34Q: 3 clusters Score -1678234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1678237.500000 Penalty: 3099.752441
	Iteration 35Q: 3 clusters Score -1678238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1678247.875000 Penalty: 3099.752441
	Iteration 36Q: 3 clusters Score -1678248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1678261.000000 Penalty: 3099.752441
	Iteration 37Q: 3 clusters Score -1678261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1678268.375000 Penalty: 3099.752441
	Iteration 38Q: 3 clusters Score -1678268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1678288.000000 Penalty: 3099.752441
	Iteration 39Q: 3 clusters Score -1678288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1678299.375000 Penalty: 3099.752441
	Iteration 40F: 3 clusters Score -1678299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1678315.125000 Penalty: 3099.752441
	Iteration 41Q: 3 clusters Score -1678315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1678322.875000 Penalty: 3099.752441
	Iteration 42Q: 3 clusters Score -1678323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1678322.375000 Penalty: 3099.752441
	Iteration 43Q: 3 clusters Score -1678322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1678327.625000 Penalty: 3099.752441
	Iteration 44Q: 3 clusters Score -1678328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1678330.500000 Penalty: 3099.752441
	Iteration 45Q: 3 clusters Score -1678330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1678334.875000 Penalty: 3099.752441
	Iteration 46Q: 3 clusters Score -1678335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1678336.625000 Penalty: 3099.752441
	Iteration 47Q: 3 clusters Score -1678337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1678335.875000 Penalty: 3099.752441
	Iteration 48Q: 3 clusters Score -1678336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1678338.000000 Penalty: 3099.752441
	Iteration 49Q: 3 clusters Score -1678338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1678345.625000 Penalty: 3099.752441
	Iteration 50Q: 3 clusters Score -1678346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1678350.625000 Penalty: 3099.752441
	Iteration 51Q: 3 clusters Score -1678351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1678355.000000 Penalty: 3099.752441
	Iteration 52Q: 3 clusters Score -1678355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1678354.875000 Penalty: 3099.752441
	Iteration 53Q: 3 clusters Score -1678355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1678359.625000 Penalty: 3099.752441
	Iteration 54Q: 3 clusters Score -1678360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1678361.625000 Penalty: 3099.752441
	Iteration 55Q: 3 clusters Score -1678362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1678362.625000 Penalty: 3099.752441
	Iteration 56Q: 3 clusters Score -1678363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1678359.750000 Penalty: 3099.752441
	Iteration 57Q: 3 clusters Score -1678360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1678363.375000 Penalty: 3099.752441
	Iteration 58Q: 3 clusters Score -1678363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1678361.250000 Penalty: 3099.752441
	Iteration 59Q: 3 clusters Score -1678361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1678359.875000 Penalty: 3099.752441
	Iteration 60F: 3 clusters Score -1678360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1678359.500000 Penalty: 3099.752441
	Iteration 61Q: 3 clusters Score -1678360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1678359.500000 Penalty: 3099.752441
	Iteration 62F: 3 clusters Score -1678360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -394374.562500 Penalty: 1320.943115
	Iteration 0F: 2 clusters Score -394374.6 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 1717 members 
Entering Unmasked Estep 
Score: -391401.187500 Penalty: 2641.886230
	Iteration 0F: 3 clusters Score -391401.2 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -392228.062500 Penalty: 2641.886230
	Iteration 1F: 3 clusters Score -392228.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -392465.375000 Penalty: 2641.886230
	Iteration 2F: 3 clusters Score -392465.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -392681.593750 Penalty: 2641.886230
	Iteration 3F: 3 clusters Score -392681.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -392872.437500 Penalty: 2641.886230
	Iteration 4F: 3 clusters Score -392872.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -393007.625000 Penalty: 2641.886230
	Iteration 5Q: 3 clusters Score -393007.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -393121.968750 Penalty: 2641.886230
	Iteration 6Q: 3 clusters Score -393122 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -393197.468750 Penalty: 2641.886230
	Iteration 7Q: 3 clusters Score -393197.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -393245.468750 Penalty: 2641.886230
	Iteration 8Q: 3 clusters Score -393245.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -393286.093750 Penalty: 2641.886230
	Iteration 9Q: 3 clusters Score -393286.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -393311.093750 Penalty: 2641.886230
	Iteration 10Q: 3 clusters Score -393311.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -393325.906250 Penalty: 2641.886230
	Iteration 11Q: 3 clusters Score -393325.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -393332.562500 Penalty: 2641.886230
	Iteration 12Q: 3 clusters Score -393332.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -393340.843750 Penalty: 2641.886230
	Iteration 13Q: 3 clusters Score -393340.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -393346.625000 Penalty: 2641.886230
	Iteration 14Q: 3 clusters Score -393346.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -393352.875000 Penalty: 2641.886230
	Iteration 15Q: 3 clusters Score -393352.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -393357.437500 Penalty: 2641.886230
	Iteration 16Q: 3 clusters Score -393357.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -393360.562500 Penalty: 2641.886230
	Iteration 17Q: 3 clusters Score -393360.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -393363.218750 Penalty: 2641.886230
	Iteration 18Q: 3 clusters Score -393363.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -393364.468750 Penalty: 2641.886230
	Iteration 19Q: 3 clusters Score -393364.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -393365.687500 Penalty: 2641.886230
	Iteration 20F: 3 clusters Score -393365.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -393367.812500 Penalty: 2641.886230
	Iteration 21Q: 3 clusters Score -393367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -393369.218750 Penalty: 2641.886230
	Iteration 22Q: 3 clusters Score -393369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -393370.468750 Penalty: 2641.886230
	Iteration 23Q: 3 clusters Score -393370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -393371.625000 Penalty: 2641.886230
	Iteration 24Q: 3 clusters Score -393371.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -393373.156250 Penalty: 2641.886230
	Iteration 25Q: 3 clusters Score -393373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -393373.031250 Penalty: 2641.886230
	Iteration 26Q: 3 clusters Score -393373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -393373.781250 Penalty: 2641.886230
	Iteration 27Q: 3 clusters Score -393373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -393373.781250 Penalty: 2641.886230
	Iteration 28F: 3 clusters Score -393373.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -165548.781250 Penalty: 1182.440430
	Iteration 0F: 2 clusters Score -165548.8 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 743 members 
Entering Unmasked Estep 
Score: -163814.343750 Penalty: 2364.880859
	Iteration 0F: 3 clusters Score -163814.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -164201.984375 Penalty: 2364.880859
	Iteration 1F: 3 clusters Score -164202 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -164341.625000 Penalty: 2364.880859
	Iteration 2F: 3 clusters Score -164341.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -164447.062500 Penalty: 2364.880859
	Iteration 3F: 3 clusters Score -164447.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -164535.203125 Penalty: 2364.880859
	Iteration 4Q: 3 clusters Score -164535.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -164642.484375 Penalty: 2364.880859
	Iteration 5Q: 3 clusters Score -164642.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -164758.921875 Penalty: 2364.880859
	Iteration 6Q: 3 clusters Score -164758.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -164892.765625 Penalty: 2364.880859
	Iteration 7Q: 3 clusters Score -164892.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -164970.906250 Penalty: 2364.880859
	Iteration 8Q: 3 clusters Score -164970.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -165011.687500 Penalty: 2364.880859
	Iteration 9Q: 3 clusters Score -165011.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -165039.093750 Penalty: 2364.880859
	Iteration 10Q: 3 clusters Score -165039.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -165051.515625 Penalty: 2364.880859
	Iteration 11Q: 3 clusters Score -165051.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -165057.593750 Penalty: 2364.880859
	Iteration 12Q: 3 clusters Score -165057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -165059.843750 Penalty: 2364.880859
	Iteration 13Q: 3 clusters Score -165059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -165061.031250 Penalty: 2364.880859
	Iteration 14Q: 3 clusters Score -165061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -165065.109375 Penalty: 2364.880859
	Iteration 15Q: 3 clusters Score -165065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165067.734375 Penalty: 2364.880859
	Iteration 16Q: 3 clusters Score -165067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -165068.421875 Penalty: 2364.880859
	Iteration 17Q: 3 clusters Score -165068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165068.671875 Penalty: 2364.880859
	Iteration 18Q: 3 clusters Score -165068.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165068.671875 Penalty: 2364.880859
	Iteration 19F: 3 clusters Score -165068.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Entering Unmasked Estep 
Score: -5210190.000000 Penalty: 1730.360596
	Iteration 0F: 2 clusters Score -5210190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -5181900.000000 Penalty: 3460.721191
	Iteration 0F: 3 clusters Score -5181900 nChanged 19722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -5193266.500000 Penalty: 3460.721191
	Iteration 1F: 3 clusters Score -5193266 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -5193848.000000 Penalty: 3460.721191
	Iteration 2Q: 3 clusters Score -5193848 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -5194563.000000 Penalty: 3460.721191
	Iteration 3Q: 3 clusters Score -5194563 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -5195525.500000 Penalty: 3460.721191
	Iteration 4Q: 3 clusters Score -5195526 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -5196862.500000 Penalty: 3460.721191
	Iteration 5F: 3 clusters Score -5196862 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -5198759.500000 Penalty: 3460.721191
	Iteration 6F: 3 clusters Score -5198760 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -5201255.500000 Penalty: 3460.721191
	Iteration 7F: 3 clusters Score -5201256 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -5203479.000000 Penalty: 3460.721191
	Iteration 8F: 3 clusters Score -5203479 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -5204617.000000 Penalty: 3460.721191
	Iteration 9Q: 3 clusters Score -5204617 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -5205128.500000 Penalty: 3460.721191
	Iteration 10Q: 3 clusters Score -5205128 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -5205407.000000 Penalty: 3460.721191
	Iteration 11Q: 3 clusters Score -5205407 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -5205594.500000 Penalty: 3460.721191
	Iteration 12Q: 3 clusters Score -5205594 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -5205826.500000 Penalty: 3460.721191
	Iteration 13Q: 3 clusters Score -5205826 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -5206002.000000 Penalty: 3460.721191
	Iteration 14Q: 3 clusters Score -5206002 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -5206171.500000 Penalty: 3460.721191
	Iteration 15Q: 3 clusters Score -5206172 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -5206369.500000 Penalty: 3460.721191
	Iteration 16Q: 3 clusters Score -5206370 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -5206521.500000 Penalty: 3460.721191
	Iteration 17Q: 3 clusters Score -5206522 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -5206665.000000 Penalty: 3460.721191
	Iteration 18Q: 3 clusters Score -5206665 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -5206805.500000 Penalty: 3460.721191
	Iteration 19Q: 3 clusters Score -5206806 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -5206970.500000 Penalty: 3460.721191
	Iteration 20F: 3 clusters Score -5206970 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -5207103.000000 Penalty: 3460.721191
	Iteration 21Q: 3 clusters Score -5207103 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -5207245.000000 Penalty: 3460.721191
	Iteration 22Q: 3 clusters Score -5207245 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5207407.500000 Penalty: 3460.721191
	Iteration 23Q: 3 clusters Score -5207408 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -5207510.000000 Penalty: 3460.721191
	Iteration 24Q: 3 clusters Score -5207510 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -5207622.500000 Penalty: 3460.721191
	Iteration 25Q: 3 clusters Score -5207622 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -5207697.000000 Penalty: 3460.721191
	Iteration 26Q: 3 clusters Score -5207697 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -5207763.500000 Penalty: 3460.721191
	Iteration 27Q: 3 clusters Score -5207764 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -5207861.500000 Penalty: 3460.721191
	Iteration 28Q: 3 clusters Score -5207862 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5207953.000000 Penalty: 3460.721191
	Iteration 29Q: 3 clusters Score -5207953 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -5208020.500000 Penalty: 3460.721191
	Iteration 30Q: 3 clusters Score -5208020 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5208089.000000 Penalty: 3460.721191
	Iteration 31Q: 3 clusters Score -5208089 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5208158.500000 Penalty: 3460.721191
	Iteration 32Q: 3 clusters Score -5208158 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5208203.000000 Penalty: 3460.721191
	Iteration 33Q: 3 clusters Score -5208203 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5208262.000000 Penalty: 3460.721191
	Iteration 34Q: 3 clusters Score -5208262 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5208309.500000 Penalty: 3460.721191
	Iteration 35Q: 3 clusters Score -5208310 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5208364.000000 Penalty: 3460.721191
	Iteration 36Q: 3 clusters Score -5208364 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5208388.500000 Penalty: 3460.721191
	Iteration 37Q: 3 clusters Score -5208388 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5208428.500000 Penalty: 3460.721191
	Iteration 38Q: 3 clusters Score -5208428 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5208478.500000 Penalty: 3460.721191
	Iteration 39Q: 3 clusters Score -5208478 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5208504.500000 Penalty: 3460.721191
	Iteration 40F: 3 clusters Score -5208504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5208550.500000 Penalty: 3460.721191
	Iteration 41Q: 3 clusters Score -5208550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5208595.000000 Penalty: 3460.721191
	Iteration 42Q: 3 clusters Score -5208595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5208599.500000 Penalty: 3460.721191
	Iteration 43Q: 3 clusters Score -5208600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5208613.000000 Penalty: 3460.721191
	Iteration 44Q: 3 clusters Score -5208613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5208617.500000 Penalty: 3460.721191
	Iteration 45Q: 3 clusters Score -5208618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5208619.000000 Penalty: 3460.721191
	Iteration 46Q: 3 clusters Score -5208619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5208623.000000 Penalty: 3460.721191
	Iteration 47Q: 3 clusters Score -5208623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5208634.000000 Penalty: 3460.721191
	Iteration 48Q: 3 clusters Score -5208634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5208641.000000 Penalty: 3460.721191
	Iteration 49Q: 3 clusters Score -5208641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5208653.000000 Penalty: 3460.721191
	Iteration 50Q: 3 clusters Score -5208653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5208658.000000 Penalty: 3460.721191
	Iteration 51Q: 3 clusters Score -5208658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5208664.500000 Penalty: 3460.721191
	Iteration 52Q: 3 clusters Score -5208664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5208659.000000 Penalty: 3460.721191
	Iteration 53Q: 3 clusters Score -5208659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5208664.000000 Penalty: 3460.721191
	Iteration 54Q: 3 clusters Score -5208664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5208678.500000 Penalty: 3460.721191
	Iteration 55Q: 3 clusters Score -5208678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5208677.000000 Penalty: 3460.721191
	Iteration 56Q: 3 clusters Score -5208677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5208681.500000 Penalty: 3460.721191
	Iteration 57Q: 3 clusters Score -5208682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5208679.500000 Penalty: 3460.721191
	Iteration 58Q: 3 clusters Score -5208680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5208681.500000 Penalty: 3460.721191
	Iteration 59Q: 3 clusters Score -5208682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5208683.000000 Penalty: 3460.721191
	Iteration 60F: 3 clusters Score -5208683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5208693.000000 Penalty: 3460.721191
	Iteration 61Q: 3 clusters Score -5208693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5208697.500000 Penalty: 3460.721191
	Iteration 62Q: 3 clusters Score -5208698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5208688.000000 Penalty: 3460.721191
	Iteration 63Q: 3 clusters Score -5208688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5208687.000000 Penalty: 3460.721191
	Iteration 64Q: 3 clusters Score -5208687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5208689.500000 Penalty: 3460.721191
	Iteration 65Q: 3 clusters Score -5208690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5208695.500000 Penalty: 3460.721191
	Iteration 66Q: 3 clusters Score -5208696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5208700.500000 Penalty: 3460.721191
	Iteration 67Q: 3 clusters Score -5208700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5208698.000000 Penalty: 3460.721191
	Iteration 68Q: 3 clusters Score -5208698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5208698.000000 Penalty: 3460.721191
	Iteration 69Q: 3 clusters Score -5208698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5208700.000000 Penalty: 3460.721191
	Iteration 70Q: 3 clusters Score -5208700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5208696.500000 Penalty: 3460.721191
	Iteration 71Q: 3 clusters Score -5208696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5208697.500000 Penalty: 3460.721191
	Iteration 72Q: 3 clusters Score -5208698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5208696.500000 Penalty: 3460.721191
	Iteration 73Q: 3 clusters Score -5208696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5208694.500000 Penalty: 3460.721191
	Iteration 74Q: 3 clusters Score -5208694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5208695.500000 Penalty: 3460.721191
	Iteration 75Q: 3 clusters Score -5208696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5208695.500000 Penalty: 3460.721191
	Iteration 76F: 3 clusters Score -5208696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Entering Unmasked Estep 
Score: -235643.453125 Penalty: 1242.454834
	Iteration 0F: 2 clusters Score -235643.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -233508.921875 Penalty: 2484.909668
	Iteration 0F: 3 clusters Score -233508.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -233955.296875 Penalty: 2484.909668
	Iteration 1F: 3 clusters Score -233955.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -234073.484375 Penalty: 2484.909668
	Iteration 2F: 3 clusters Score -234073.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -234151.156250 Penalty: 2484.909668
	Iteration 3F: 3 clusters Score -234151.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -234225.281250 Penalty: 2484.909668
	Iteration 4Q: 3 clusters Score -234225.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -234283.984375 Penalty: 2484.909668
	Iteration 5Q: 3 clusters Score -234284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -234349.375000 Penalty: 2484.909668
	Iteration 6Q: 3 clusters Score -234349.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -234410.656250 Penalty: 2484.909668
	Iteration 7Q: 3 clusters Score -234410.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -234447.312500 Penalty: 2484.909668
	Iteration 8Q: 3 clusters Score -234447.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -234475.109375 Penalty: 2484.909668
	Iteration 9Q: 3 clusters Score -234475.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -234509.250000 Penalty: 2484.909668
	Iteration 10Q: 3 clusters Score -234509.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -234536.671875 Penalty: 2484.909668
	Iteration 11Q: 3 clusters Score -234536.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -234562.718750 Penalty: 2484.909668
	Iteration 12Q: 3 clusters Score -234562.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -234581.453125 Penalty: 2484.909668
	Iteration 13Q: 3 clusters Score -234581.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -234597.234375 Penalty: 2484.909668
	Iteration 14Q: 3 clusters Score -234597.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -234619.203125 Penalty: 2484.909668
	Iteration 15Q: 3 clusters Score -234619.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -234636.093750 Penalty: 2484.909668
	Iteration 16Q: 3 clusters Score -234636.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -234657.578125 Penalty: 2484.909668
	Iteration 17Q: 3 clusters Score -234657.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -234684.531250 Penalty: 2484.909668
	Iteration 18Q: 3 clusters Score -234684.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -234706.109375 Penalty: 2484.909668
	Iteration 19Q: 3 clusters Score -234706.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -234726.406250 Penalty: 2484.909668
	Iteration 20F: 3 clusters Score -234726.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -234750.687500 Penalty: 2484.909668
	Iteration 21Q: 3 clusters Score -234750.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -234767.609375 Penalty: 2484.909668
	Iteration 22Q: 3 clusters Score -234767.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -234791.828125 Penalty: 2484.909668
	Iteration 23Q: 3 clusters Score -234791.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -234830.531250 Penalty: 2484.909668
	Iteration 24Q: 3 clusters Score -234830.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -234864.078125 Penalty: 2484.909668
	Iteration 25Q: 3 clusters Score -234864.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -234923.140625 Penalty: 2484.909668
	Iteration 26Q: 3 clusters Score -234923.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -235046.406250 Penalty: 2484.909668
	Iteration 27Q: 3 clusters Score -235046.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -235137.765625 Penalty: 2484.909668
	Iteration 28Q: 3 clusters Score -235137.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -235175.828125 Penalty: 2484.909668
	Iteration 29Q: 3 clusters Score -235175.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -235186.781250 Penalty: 2484.909668
	Iteration 30Q: 3 clusters Score -235186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -235189.968750 Penalty: 2484.909668
	Iteration 31Q: 3 clusters Score -235190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -235191.562500 Penalty: 2484.909668
	Iteration 32Q: 3 clusters Score -235191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -235191.906250 Penalty: 2484.909668
	Iteration 33Q: 3 clusters Score -235191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -235191.906250 Penalty: 2484.909668
	Iteration 34F: 3 clusters Score -235191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -292703.906250 Penalty: 1272.766724
	Iteration 0F: 2 clusters Score -292703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -290298.656250 Penalty: 2545.533447
	Iteration 0F: 3 clusters Score -290298.7 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -290915.500000 Penalty: 2545.533447
	Iteration 1F: 3 clusters Score -290915.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -291114.937500 Penalty: 2545.533447
	Iteration 2F: 3 clusters Score -291114.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -291271.937500 Penalty: 2545.533447
	Iteration 3F: 3 clusters Score -291271.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -291441.062500 Penalty: 2545.533447
	Iteration 4F: 3 clusters Score -291441.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -291586.250000 Penalty: 2545.533447
	Iteration 5F: 3 clusters Score -291586.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -291673.968750 Penalty: 2545.533447
	Iteration 6Q: 3 clusters Score -291674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -291730.656250 Penalty: 2545.533447
	Iteration 7Q: 3 clusters Score -291730.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -291771.875000 Penalty: 2545.533447
	Iteration 8Q: 3 clusters Score -291771.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -291795.250000 Penalty: 2545.533447
	Iteration 9Q: 3 clusters Score -291795.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -291809.812500 Penalty: 2545.533447
	Iteration 10Q: 3 clusters Score -291809.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -291828.781250 Penalty: 2545.533447
	Iteration 11Q: 3 clusters Score -291828.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -291844.093750 Penalty: 2545.533447
	Iteration 12Q: 3 clusters Score -291844.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -291855.843750 Penalty: 2545.533447
	Iteration 13Q: 3 clusters Score -291855.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -291865.906250 Penalty: 2545.533447
	Iteration 14Q: 3 clusters Score -291865.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -291875.156250 Penalty: 2545.533447
	Iteration 15Q: 3 clusters Score -291875.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -291882.031250 Penalty: 2545.533447
	Iteration 16Q: 3 clusters Score -291882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -291884.875000 Penalty: 2545.533447
	Iteration 17Q: 3 clusters Score -291884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -291888.968750 Penalty: 2545.533447
	Iteration 18Q: 3 clusters Score -291889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -291894.125000 Penalty: 2545.533447
	Iteration 19Q: 3 clusters Score -291894.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -291898.218750 Penalty: 2545.533447
	Iteration 20F: 3 clusters Score -291898.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -291900.843750 Penalty: 2545.533447
	Iteration 21Q: 3 clusters Score -291900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -291902.562500 Penalty: 2545.533447
	Iteration 22Q: 3 clusters Score -291902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -291906.218750 Penalty: 2545.533447
	Iteration 23Q: 3 clusters Score -291906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -291909.781250 Penalty: 2545.533447
	Iteration 24Q: 3 clusters Score -291909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -291912.031250 Penalty: 2545.533447
	Iteration 25Q: 3 clusters Score -291912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -291912.875000 Penalty: 2545.533447
	Iteration 26Q: 3 clusters Score -291912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -291915.156250 Penalty: 2545.533447
	Iteration 27Q: 3 clusters Score -291915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -291917.562500 Penalty: 2545.533447
	Iteration 28Q: 3 clusters Score -291917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -291919.406250 Penalty: 2545.533447
	Iteration 29Q: 3 clusters Score -291919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -291921.468750 Penalty: 2545.533447
	Iteration 30Q: 3 clusters Score -291921.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -291922.281250 Penalty: 2545.533447
	Iteration 31Q: 3 clusters Score -291922.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -291922.218750 Penalty: 2545.533447
	Iteration 32Q: 3 clusters Score -291922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -291922.218750 Penalty: 2545.533447
	Iteration 33F: 3 clusters Score -291922.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Entering Unmasked Estep 
Score: -600415.250000 Penalty: 1385.499756
	Iteration 0F: 2 clusters Score -600415.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -596421.812500 Penalty: 2770.999512
	Iteration 0F: 3 clusters Score -596421.8 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -597490.125000 Penalty: 2770.999512
	Iteration 1F: 3 clusters Score -597490.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -597726.375000 Penalty: 2770.999512
	Iteration 2F: 3 clusters Score -597726.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -597905.125000 Penalty: 2770.999512
	Iteration 3F: 3 clusters Score -597905.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -598052.125000 Penalty: 2770.999512
	Iteration 4F: 3 clusters Score -598052.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -598186.875000 Penalty: 2770.999512
	Iteration 5Q: 3 clusters Score -598186.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -598326.687500 Penalty: 2770.999512
	Iteration 6Q: 3 clusters Score -598326.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -598455.562500 Penalty: 2770.999512
	Iteration 7Q: 3 clusters Score -598455.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -598580.000000 Penalty: 2770.999512
	Iteration 8Q: 3 clusters Score -598580 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -598713.812500 Penalty: 2770.999512
	Iteration 9Q: 3 clusters Score -598713.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -598845.937500 Penalty: 2770.999512
	Iteration 10Q: 3 clusters Score -598845.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -598974.875000 Penalty: 2770.999512
	Iteration 11Q: 3 clusters Score -598974.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -599089.437500 Penalty: 2770.999512
	Iteration 12Q: 3 clusters Score -599089.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -599181.125000 Penalty: 2770.999512
	Iteration 13Q: 3 clusters Score -599181.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -599239.125000 Penalty: 2770.999512
	Iteration 14Q: 3 clusters Score -599239.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -599275.625000 Penalty: 2770.999512
	Iteration 15Q: 3 clusters Score -599275.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -599301.687500 Penalty: 2770.999512
	Iteration 16Q: 3 clusters Score -599301.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -599331.812500 Penalty: 2770.999512
	Iteration 17Q: 3 clusters Score -599331.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -599358.062500 Penalty: 2770.999512
	Iteration 18Q: 3 clusters Score -599358.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -599376.812500 Penalty: 2770.999512
	Iteration 19Q: 3 clusters Score -599376.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -599392.875000 Penalty: 2770.999512
	Iteration 20F: 3 clusters Score -599392.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -599403.500000 Penalty: 2770.999512
	Iteration 21Q: 3 clusters Score -599403.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -599410.000000 Penalty: 2770.999512
	Iteration 22Q: 3 clusters Score -599410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -599415.687500 Penalty: 2770.999512
	Iteration 23Q: 3 clusters Score -599415.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -599420.500000 Penalty: 2770.999512
	Iteration 24Q: 3 clusters Score -599420.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -599422.937500 Penalty: 2770.999512
	Iteration 25Q: 3 clusters Score -599422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -599426.812500 Penalty: 2770.999512
	Iteration 26Q: 3 clusters Score -599426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -599428.812500 Penalty: 2770.999512
	Iteration 27Q: 3 clusters Score -599428.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -599432.187500 Penalty: 2770.999512
	Iteration 28Q: 3 clusters Score -599432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -599438.437500 Penalty: 2770.999512
	Iteration 29Q: 3 clusters Score -599438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -599441.125000 Penalty: 2770.999512
	Iteration 30Q: 3 clusters Score -599441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -599443.937500 Penalty: 2770.999512
	Iteration 31Q: 3 clusters Score -599443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -599444.375000 Penalty: 2770.999512
	Iteration 32Q: 3 clusters Score -599444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -599445.375000 Penalty: 2770.999512
	Iteration 33Q: 3 clusters Score -599445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -599444.562500 Penalty: 2770.999512
	Iteration 34Q: 3 clusters Score -599444.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -599444.562500 Penalty: 2770.999512
	Iteration 35F: 3 clusters Score -599444.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Entering Unmasked Estep 
Score: -6117944.500000 Penalty: 1752.461548
	Iteration 0F: 2 clusters Score -6117944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -6085983.000000 Penalty: 3504.923096
	Iteration 0F: 3 clusters Score -6085983 nChanged 22530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -6098698.500000 Penalty: 3504.923096
	Iteration 1F: 3 clusters Score -6098698 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -6099287.500000 Penalty: 3504.923096
	Iteration 2Q: 3 clusters Score -6099288 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -6100152.500000 Penalty: 3504.923096
	Iteration 3Q: 3 clusters Score -6100152 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -6101564.000000 Penalty: 3504.923096
	Iteration 4F: 3 clusters Score -6101564 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -6103879.500000 Penalty: 3504.923096
	Iteration 5F: 3 clusters Score -6103880 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -6107389.500000 Penalty: 3504.923096
	Iteration 6F: 3 clusters Score -6107390 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -6111395.000000 Penalty: 3504.923096
	Iteration 7F: 3 clusters Score -6111395 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -6114262.000000 Penalty: 3504.923096
	Iteration 8F: 3 clusters Score -6114262 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -6115680.000000 Penalty: 3504.923096
	Iteration 9Q: 3 clusters Score -6115680 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -6116127.500000 Penalty: 3504.923096
	Iteration 10Q: 3 clusters Score -6116128 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -6116286.000000 Penalty: 3504.923096
	Iteration 11Q: 3 clusters Score -6116286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -6116362.500000 Penalty: 3504.923096
	Iteration 12Q: 3 clusters Score -6116362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -6116415.500000 Penalty: 3504.923096
	Iteration 13Q: 3 clusters Score -6116416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -6116433.000000 Penalty: 3504.923096
	Iteration 14Q: 3 clusters Score -6116433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -6116447.500000 Penalty: 3504.923096
	Iteration 15Q: 3 clusters Score -6116448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -6116455.500000 Penalty: 3504.923096
	Iteration 16Q: 3 clusters Score -6116456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -6116473.500000 Penalty: 3504.923096
	Iteration 17Q: 3 clusters Score -6116474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -6116473.500000 Penalty: 3504.923096
	Iteration 18Q: 3 clusters Score -6116474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -6116491.000000 Penalty: 3504.923096
	Iteration 19Q: 3 clusters Score -6116491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -6116504.000000 Penalty: 3504.923096
	Iteration 20F: 3 clusters Score -6116504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -6116502.500000 Penalty: 3504.923096
	Iteration 21Q: 3 clusters Score -6116502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -6116510.000000 Penalty: 3504.923096
	Iteration 22Q: 3 clusters Score -6116510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -6116519.500000 Penalty: 3504.923096
	Iteration 23Q: 3 clusters Score -6116520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -6116522.500000 Penalty: 3504.923096
	Iteration 24Q: 3 clusters Score -6116522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -6116522.500000 Penalty: 3504.923096
	Iteration 25F: 3 clusters Score -6116522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Entering Unmasked Estep 
Score: -2223546.500000 Penalty: 1596.832275
	Iteration 0F: 2 clusters Score -2223546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2210914.750000 Penalty: 3193.664551
	Iteration 0F: 3 clusters Score -2210915 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2215292.500000 Penalty: 3193.664551
	Iteration 1F: 3 clusters Score -2215292 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2215617.000000 Penalty: 3193.664551
	Iteration 2Q: 3 clusters Score -2215617 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2215968.500000 Penalty: 3193.664551
	Iteration 3Q: 3 clusters Score -2215968 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2216409.000000 Penalty: 3193.664551
	Iteration 4F: 3 clusters Score -2216409 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2216951.500000 Penalty: 3193.664551
	Iteration 5F: 3 clusters Score -2216952 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2217674.750000 Penalty: 3193.664551
	Iteration 6F: 3 clusters Score -2217675 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2218559.000000 Penalty: 3193.664551
	Iteration 7F: 3 clusters Score -2218559 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2219541.500000 Penalty: 3193.664551
	Iteration 8F: 3 clusters Score -2219542 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2220322.000000 Penalty: 3193.664551
	Iteration 9F: 3 clusters Score -2220322 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2220894.750000 Penalty: 3193.664551
	Iteration 10Q: 3 clusters Score -2220895 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2221278.250000 Penalty: 3193.664551
	Iteration 11Q: 3 clusters Score -2221278 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2221546.250000 Penalty: 3193.664551
	Iteration 12Q: 3 clusters Score -2221546 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2221726.500000 Penalty: 3193.664551
	Iteration 13Q: 3 clusters Score -2221726 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2221850.500000 Penalty: 3193.664551
	Iteration 14Q: 3 clusters Score -2221850 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2221953.250000 Penalty: 3193.664551
	Iteration 15Q: 3 clusters Score -2221953 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2222015.500000 Penalty: 3193.664551
	Iteration 16Q: 3 clusters Score -2222016 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2222062.750000 Penalty: 3193.664551
	Iteration 17Q: 3 clusters Score -2222063 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2222100.500000 Penalty: 3193.664551
	Iteration 18Q: 3 clusters Score -2222100 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2222123.500000 Penalty: 3193.664551
	Iteration 19Q: 3 clusters Score -2222124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2222144.500000 Penalty: 3193.664551
	Iteration 20F: 3 clusters Score -2222144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2222156.250000 Penalty: 3193.664551
	Iteration 21Q: 3 clusters Score -2222156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2222169.250000 Penalty: 3193.664551
	Iteration 22Q: 3 clusters Score -2222169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2222173.500000 Penalty: 3193.664551
	Iteration 23Q: 3 clusters Score -2222174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2222179.000000 Penalty: 3193.664551
	Iteration 24Q: 3 clusters Score -2222179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2222185.750000 Penalty: 3193.664551
	Iteration 25Q: 3 clusters Score -2222186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2222197.750000 Penalty: 3193.664551
	Iteration 26Q: 3 clusters Score -2222198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2222205.250000 Penalty: 3193.664551
	Iteration 27Q: 3 clusters Score -2222205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2222213.250000 Penalty: 3193.664551
	Iteration 28Q: 3 clusters Score -2222213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2222220.000000 Penalty: 3193.664551
	Iteration 29Q: 3 clusters Score -2222220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2222228.500000 Penalty: 3193.664551
	Iteration 30Q: 3 clusters Score -2222228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2222233.750000 Penalty: 3193.664551
	Iteration 31Q: 3 clusters Score -2222234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2222235.000000 Penalty: 3193.664551
	Iteration 32Q: 3 clusters Score -2222235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2222239.500000 Penalty: 3193.664551
	Iteration 33Q: 3 clusters Score -2222240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2222240.750000 Penalty: 3193.664551
	Iteration 34Q: 3 clusters Score -2222241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2222240.750000 Penalty: 3193.664551
	Iteration 35Q: 3 clusters Score -2222241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2222243.500000 Penalty: 3193.664551
	Iteration 36Q: 3 clusters Score -2222244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2222242.750000 Penalty: 3193.664551
	Iteration 37Q: 3 clusters Score -2222243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2222247.500000 Penalty: 3193.664551
	Iteration 38Q: 3 clusters Score -2222248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2222249.500000 Penalty: 3193.664551
	Iteration 39Q: 3 clusters Score -2222250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2222253.250000 Penalty: 3193.664551
	Iteration 40F: 3 clusters Score -2222253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2222257.500000 Penalty: 3193.664551
	Iteration 41Q: 3 clusters Score -2222258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2222257.500000 Penalty: 3193.664551
	Iteration 42Q: 3 clusters Score -2222258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2222258.500000 Penalty: 3193.664551
	Iteration 43Q: 3 clusters Score -2222258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2222265.250000 Penalty: 3193.664551
	Iteration 44Q: 3 clusters Score -2222265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2222266.500000 Penalty: 3193.664551
	Iteration 45Q: 3 clusters Score -2222266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2222273.250000 Penalty: 3193.664551
	Iteration 46Q: 3 clusters Score -2222273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2222274.500000 Penalty: 3193.664551
	Iteration 47Q: 3 clusters Score -2222274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2222276.500000 Penalty: 3193.664551
	Iteration 48Q: 3 clusters Score -2222276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2222275.750000 Penalty: 3193.664551
	Iteration 49Q: 3 clusters Score -2222276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2222277.750000 Penalty: 3193.664551
	Iteration 50Q: 3 clusters Score -2222278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2222278.750000 Penalty: 3193.664551
	Iteration 51Q: 3 clusters Score -2222279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2222280.500000 Penalty: 3193.664551
	Iteration 52Q: 3 clusters Score -2222280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2222281.750000 Penalty: 3193.664551
	Iteration 53Q: 3 clusters Score -2222282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2222278.250000 Penalty: 3193.664551
	Iteration 54Q: 3 clusters Score -2222278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2222279.500000 Penalty: 3193.664551
	Iteration 55Q: 3 clusters Score -2222280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2222278.500000 Penalty: 3193.664551
	Iteration 56Q: 3 clusters Score -2222278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2222279.000000 Penalty: 3193.664551
	Iteration 57Q: 3 clusters Score -2222279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2222281.000000 Penalty: 3193.664551
	Iteration 58Q: 3 clusters Score -2222281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2222281.750000 Penalty: 3193.664551
	Iteration 59Q: 3 clusters Score -2222282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2222281.750000 Penalty: 3193.664551
	Iteration 60F: 3 clusters Score -2222282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -199848.468750 Penalty: 1217.754517
	Iteration 0F: 2 clusters Score -199848.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -197889.984375 Penalty: 2435.509033
	Iteration 0F: 3 clusters Score -197890 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -198383.000000 Penalty: 2435.509033
	Iteration 1F: 3 clusters Score -198383 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -198603.093750 Penalty: 2435.509033
	Iteration 2F: 3 clusters Score -198603.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -198718.281250 Penalty: 2435.509033
	Iteration 3F: 3 clusters Score -198718.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -198835.343750 Penalty: 2435.509033
	Iteration 4F: 3 clusters Score -198835.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -198972.093750 Penalty: 2435.509033
	Iteration 5Q: 3 clusters Score -198972.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -199157.468750 Penalty: 2435.509033
	Iteration 6F: 3 clusters Score -199157.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -199320.312500 Penalty: 2435.509033
	Iteration 7F: 3 clusters Score -199320.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -199487.187500 Penalty: 2435.509033
	Iteration 8Q: 3 clusters Score -199487.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -199637.109375 Penalty: 2435.509033
	Iteration 9Q: 3 clusters Score -199637.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -199760.625000 Penalty: 2435.509033
	Iteration 10Q: 3 clusters Score -199760.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -199857.156250 Penalty: 2435.509033
	Iteration 11Q: 3 clusters Score -199857.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -199904.375000 Penalty: 2435.509033
	Iteration 12Q: 3 clusters Score -199904.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -199924.828125 Penalty: 2435.509033
	Iteration 13Q: 3 clusters Score -199924.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -199935.375000 Penalty: 2435.509033
	Iteration 14Q: 3 clusters Score -199935.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -199939.328125 Penalty: 2435.509033
	Iteration 15Q: 3 clusters Score -199939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -199941.312500 Penalty: 2435.509033
	Iteration 16Q: 3 clusters Score -199941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -199941.625000 Penalty: 2435.509033
	Iteration 17Q: 3 clusters Score -199941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199942.578125 Penalty: 2435.509033
	Iteration 18Q: 3 clusters Score -199942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199942.578125 Penalty: 2435.509033
	Iteration 19F: 3 clusters Score -199942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42124 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 48261 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1081 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83152 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19553 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84808 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91885 members 
Mstep: Class 22 contains 90577 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89514 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89780 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87072 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31088 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 716 members 
Entering Unmasked Estep 
Score: -102230040.000000 Penalty: 73158.421875
Splitting cluster 11 changes total score from -102230912.000000 to -102230040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -11760.439453 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11760.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11098.837891 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -11098.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11432.279297 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -11432.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11506.746094 Penalty: 1760.232666
	Iteration 2F: 3 clusters Score -11506.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11588.310547 Penalty: 1760.232666
	Iteration 3F: 3 clusters Score -11588.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11719.027344 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -11719.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11776.280273 Penalty: 1760.232666
	Iteration 5Q: 3 clusters Score -11776.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11780.268555 Penalty: 1760.232666
	Iteration 6Q: 3 clusters Score -11780.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11782.993164 Penalty: 1760.232666
	Iteration 7Q: 3 clusters Score -11782.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11782.993164 Penalty: 1760.232666
	Iteration 8F: 3 clusters Score -11782.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42124 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 48261 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 154 members 
Mstep: Class 13 contains 83152 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19553 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84808 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91885 members 
Mstep: Class 22 contains 90577 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89514 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89780 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87072 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31088 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 71 members 
Entering Unmasked Estep 
Score: -102229632.000000 Penalty: 73158.421875
Splitting cluster 12 changes total score from -102230912.000000 to -102229632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (83152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Entering Unmasked Estep 
Score: -10306525.000000 Penalty: 1840.869141
	Iteration 0F: 2 clusters Score -1.030652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -10251802.000000 Penalty: 3681.738281
	Iteration 0F: 3 clusters Score -1.02518e+07 nChanged 39344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -10274788.000000 Penalty: 3681.738281
	Iteration 1F: 3 clusters Score -1.027479e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -10275657.000000 Penalty: 3681.738281
	Iteration 2Q: 3 clusters Score -1.027566e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -10276695.000000 Penalty: 3681.738281
	Iteration 3Q: 3 clusters Score -1.02767e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -10278278.000000 Penalty: 3681.738281
	Iteration 4Q: 3 clusters Score -1.027828e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -10280754.000000 Penalty: 3681.738281
	Iteration 5F: 3 clusters Score -1.028075e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -10284400.000000 Penalty: 3681.738281
	Iteration 6F: 3 clusters Score -1.02844e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -10289684.000000 Penalty: 3681.738281
	Iteration 7F: 3 clusters Score -1.028968e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -10294356.000000 Penalty: 3681.738281
	Iteration 8F: 3 clusters Score -1.029436e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -10296654.000000 Penalty: 3681.738281
	Iteration 9F: 3 clusters Score -1.029665e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -10297699.000000 Penalty: 3681.738281
	Iteration 10Q: 3 clusters Score -1.02977e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -10298408.000000 Penalty: 3681.738281
	Iteration 11Q: 3 clusters Score -1.029841e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -10299045.000000 Penalty: 3681.738281
	Iteration 12Q: 3 clusters Score -1.029904e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -10299649.000000 Penalty: 3681.738281
	Iteration 13Q: 3 clusters Score -1.029965e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -10300212.000000 Penalty: 3681.738281
	Iteration 14Q: 3 clusters Score -1.030021e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -10300610.000000 Penalty: 3681.738281
	Iteration 15Q: 3 clusters Score -1.030061e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -10300951.000000 Penalty: 3681.738281
	Iteration 16Q: 3 clusters Score -1.030095e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -10301229.000000 Penalty: 3681.738281
	Iteration 17Q: 3 clusters Score -1.030123e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -10301358.000000 Penalty: 3681.738281
	Iteration 18Q: 3 clusters Score -1.030136e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -10301468.000000 Penalty: 3681.738281
	Iteration 19Q: 3 clusters Score -1.030147e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -10301609.000000 Penalty: 3681.738281
	Iteration 20F: 3 clusters Score -1.030161e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -10301713.000000 Penalty: 3681.738281
	Iteration 21Q: 3 clusters Score -1.030171e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -10301775.000000 Penalty: 3681.738281
	Iteration 22Q: 3 clusters Score -1.030178e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -10301826.000000 Penalty: 3681.738281
	Iteration 23Q: 3 clusters Score -1.030183e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -10301862.000000 Penalty: 3681.738281
	Iteration 24Q: 3 clusters Score -1.030186e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -10301911.000000 Penalty: 3681.738281
	Iteration 25Q: 3 clusters Score -1.030191e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -10301912.000000 Penalty: 3681.738281
	Iteration 26Q: 3 clusters Score -1.030191e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -10301951.000000 Penalty: 3681.738281
	Iteration 27Q: 3 clusters Score -1.030195e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -10302073.000000 Penalty: 3681.738281
	Iteration 28Q: 3 clusters Score -1.030207e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -10302133.000000 Penalty: 3681.738281
	Iteration 29Q: 3 clusters Score -1.030213e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -10302154.000000 Penalty: 3681.738281
	Iteration 30Q: 3 clusters Score -1.030215e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -10302207.000000 Penalty: 3681.738281
	Iteration 31Q: 3 clusters Score -1.030221e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -10302259.000000 Penalty: 3681.738281
	Iteration 32Q: 3 clusters Score -1.030226e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -10302351.000000 Penalty: 3681.738281
	Iteration 33Q: 3 clusters Score -1.030235e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -10302372.000000 Penalty: 3681.738281
	Iteration 34Q: 3 clusters Score -1.030237e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -10302420.000000 Penalty: 3681.738281
	Iteration 35Q: 3 clusters Score -1.030242e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -10302495.000000 Penalty: 3681.738281
	Iteration 36Q: 3 clusters Score -1.03025e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -10302512.000000 Penalty: 3681.738281
	Iteration 37Q: 3 clusters Score -1.030251e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -10302579.000000 Penalty: 3681.738281
	Iteration 38Q: 3 clusters Score -1.030258e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -10302615.000000 Penalty: 3681.738281
	Iteration 39Q: 3 clusters Score -1.030262e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -10302659.000000 Penalty: 3681.738281
	Iteration 40F: 3 clusters Score -1.030266e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -10302701.000000 Penalty: 3681.738281
	Iteration 41Q: 3 clusters Score -1.03027e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -10302745.000000 Penalty: 3681.738281
	Iteration 42Q: 3 clusters Score -1.030274e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -10302794.000000 Penalty: 3681.738281
	Iteration 43Q: 3 clusters Score -1.030279e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -10302873.000000 Penalty: 3681.738281
	Iteration 44Q: 3 clusters Score -1.030287e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -10302911.000000 Penalty: 3681.738281
	Iteration 45Q: 3 clusters Score -1.030291e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -10302970.000000 Penalty: 3681.738281
	Iteration 46Q: 3 clusters Score -1.030297e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -10303063.000000 Penalty: 3681.738281
	Iteration 47Q: 3 clusters Score -1.030306e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -10303153.000000 Penalty: 3681.738281
	Iteration 48Q: 3 clusters Score -1.030315e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -10303258.000000 Penalty: 3681.738281
	Iteration 49Q: 3 clusters Score -1.030326e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -10303369.000000 Penalty: 3681.738281
	Iteration 50Q: 3 clusters Score -1.030337e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 67237 members 
Entering Unmasked Estep 
Score: -10303460.000000 Penalty: 3681.738281
	Iteration 51Q: 3 clusters Score -1.030346e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -10303585.000000 Penalty: 3681.738281
	Iteration 52Q: 3 clusters Score -1.030358e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -10303729.000000 Penalty: 3681.738281
	Iteration 53Q: 3 clusters Score -1.030373e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -10303824.000000 Penalty: 3681.738281
	Iteration 54Q: 3 clusters Score -1.030382e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -10303891.000000 Penalty: 3681.738281
	Iteration 55Q: 3 clusters Score -1.030389e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -10303946.000000 Penalty: 3681.738281
	Iteration 56Q: 3 clusters Score -1.030395e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -10304030.000000 Penalty: 3681.738281
	Iteration 57Q: 3 clusters Score -1.030403e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 70524 members 
Entering Unmasked Estep 
Score: -10304074.000000 Penalty: 3681.738281
	Iteration 58Q: 3 clusters Score -1.030407e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -10304173.000000 Penalty: 3681.738281
	Iteration 59Q: 3 clusters Score -1.030417e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -10304279.000000 Penalty: 3681.738281
	Iteration 60F: 3 clusters Score -1.030428e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -10304387.000000 Penalty: 3681.738281
	Iteration 61Q: 3 clusters Score -1.030439e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -10304466.000000 Penalty: 3681.738281
	Iteration 62Q: 3 clusters Score -1.030447e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 72432 members 
Entering Unmasked Estep 
Score: -10304506.000000 Penalty: 3681.738281
	Iteration 63Q: 3 clusters Score -1.030451e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -10304555.000000 Penalty: 3681.738281
	Iteration 64Q: 3 clusters Score -1.030456e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -10304604.000000 Penalty: 3681.738281
	Iteration 65Q: 3 clusters Score -1.03046e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -10304661.000000 Penalty: 3681.738281
	Iteration 66Q: 3 clusters Score -1.030466e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -10304721.000000 Penalty: 3681.738281
	Iteration 67Q: 3 clusters Score -1.030472e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -10304721.000000 Penalty: 3681.738281
	Iteration 68Q: 3 clusters Score -1.030472e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -10304760.000000 Penalty: 3681.738281
	Iteration 69Q: 3 clusters Score -1.030476e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -10304877.000000 Penalty: 3681.738281
	Iteration 70Q: 3 clusters Score -1.030488e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -10304949.000000 Penalty: 3681.738281
	Iteration 71Q: 3 clusters Score -1.030495e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
Score: -10305078.000000 Penalty: 3681.738281
	Iteration 72Q: 3 clusters Score -1.030508e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -10305129.000000 Penalty: 3681.738281
	Iteration 73Q: 3 clusters Score -1.030513e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -10305224.000000 Penalty: 3681.738281
	Iteration 74Q: 3 clusters Score -1.030522e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -10305271.000000 Penalty: 3681.738281
	Iteration 75Q: 3 clusters Score -1.030527e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -10305366.000000 Penalty: 3681.738281
	Iteration 76Q: 3 clusters Score -1.030537e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -10305460.000000 Penalty: 3681.738281
	Iteration 77Q: 3 clusters Score -1.030546e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -10305512.000000 Penalty: 3681.738281
	Iteration 78Q: 3 clusters Score -1.030551e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -10305581.000000 Penalty: 3681.738281
	Iteration 79Q: 3 clusters Score -1.030558e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -10305632.000000 Penalty: 3681.738281
	Iteration 80F: 3 clusters Score -1.030563e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -10305685.000000 Penalty: 3681.738281
	Iteration 81Q: 3 clusters Score -1.030568e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -10305717.000000 Penalty: 3681.738281
	Iteration 82Q: 3 clusters Score -1.030572e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -10305759.000000 Penalty: 3681.738281
	Iteration 83Q: 3 clusters Score -1.030576e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -10305778.000000 Penalty: 3681.738281
	Iteration 84Q: 3 clusters Score -1.030578e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -10305774.000000 Penalty: 3681.738281
	Iteration 85Q: 3 clusters Score -1.030577e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -10305808.000000 Penalty: 3681.738281
	Iteration 86Q: 3 clusters Score -1.030581e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -10305847.000000 Penalty: 3681.738281
	Iteration 87Q: 3 clusters Score -1.030585e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -10305854.000000 Penalty: 3681.738281
	Iteration 88Q: 3 clusters Score -1.030585e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 78568 members 
Entering Unmasked Estep 
Score: -10305865.000000 Penalty: 3681.738281
	Iteration 89Q: 3 clusters Score -1.030586e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -10305885.000000 Penalty: 3681.738281
	Iteration 90Q: 3 clusters Score -1.030588e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -10305902.000000 Penalty: 3681.738281
	Iteration 91Q: 3 clusters Score -1.03059e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -10305921.000000 Penalty: 3681.738281
	Iteration 92Q: 3 clusters Score -1.030592e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 78978 members 
Entering Unmasked Estep 
Score: -10305931.000000 Penalty: 3681.738281
	Iteration 93Q: 3 clusters Score -1.030593e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -10305929.000000 Penalty: 3681.738281
	Iteration 94Q: 3 clusters Score -1.030593e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -10305934.000000 Penalty: 3681.738281
	Iteration 95Q: 3 clusters Score -1.030593e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -10305942.000000 Penalty: 3681.738281
	Iteration 96Q: 3 clusters Score -1.030594e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -10305919.000000 Penalty: 3681.738281
	Iteration 97Q: 3 clusters Score -1.030592e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -10305958.000000 Penalty: 3681.738281
	Iteration 98Q: 3 clusters Score -1.030596e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -10305966.000000 Penalty: 3681.738281
	Iteration 99Q: 3 clusters Score -1.030597e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -10305976.000000 Penalty: 3681.738281
	Iteration 100F: 3 clusters Score -1.030598e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -10305972.000000 Penalty: 3681.738281
	Iteration 101Q: 3 clusters Score -1.030597e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -10305976.000000 Penalty: 3681.738281
	Iteration 102Q: 3 clusters Score -1.030598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -10305964.000000 Penalty: 3681.738281
	Iteration 103Q: 3 clusters Score -1.030596e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -10305956.000000 Penalty: 3681.738281
	Iteration 104Q: 3 clusters Score -1.030596e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -10305959.000000 Penalty: 3681.738281
	Iteration 105Q: 3 clusters Score -1.030596e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -10305979.000000 Penalty: 3681.738281
	Iteration 106Q: 3 clusters Score -1.030598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -10305970.000000 Penalty: 3681.738281
	Iteration 107Q: 3 clusters Score -1.030597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -10305969.000000 Penalty: 3681.738281
	Iteration 108Q: 3 clusters Score -1.030597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -10305972.000000 Penalty: 3681.738281
	Iteration 109Q: 3 clusters Score -1.030597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -10305970.000000 Penalty: 3681.738281
	Iteration 110Q: 3 clusters Score -1.030597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -10305948.000000 Penalty: 3681.738281
	Iteration 111Q: 3 clusters Score -1.030595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -10305947.000000 Penalty: 3681.738281
	Iteration 112Q: 3 clusters Score -1.030595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -10305956.000000 Penalty: 3681.738281
	Iteration 113Q: 3 clusters Score -1.030596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -10305957.000000 Penalty: 3681.738281
	Iteration 114Q: 3 clusters Score -1.030596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -10305950.000000 Penalty: 3681.738281
	Iteration 115Q: 3 clusters Score -1.030595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -10305959.000000 Penalty: 3681.738281
	Iteration 116Q: 3 clusters Score -1.030596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -10305971.000000 Penalty: 3681.738281
	Iteration 117Q: 3 clusters Score -1.030597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -10305969.000000 Penalty: 3681.738281
	Iteration 118Q: 3 clusters Score -1.030597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -10305972.000000 Penalty: 3681.738281
	Iteration 119Q: 3 clusters Score -1.030597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -10305959.000000 Penalty: 3681.738281
	Iteration 120F: 3 clusters Score -1.030596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -10305956.000000 Penalty: 3681.738281
	Iteration 121Q: 3 clusters Score -1.030596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -10305962.000000 Penalty: 3681.738281
	Iteration 122Q: 3 clusters Score -1.030596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -10305958.000000 Penalty: 3681.738281
	Iteration 123Q: 3 clusters Score -1.030596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -10305963.000000 Penalty: 3681.738281
	Iteration 124Q: 3 clusters Score -1.030596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -10305963.000000 Penalty: 3681.738281
	Iteration 125Q: 3 clusters Score -1.030596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -10305965.000000 Penalty: 3681.738281
	Iteration 126Q: 3 clusters Score -1.030596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
Score: -10305964.000000 Penalty: 3681.738281
	Iteration 127Q: 3 clusters Score -1.030596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -10305964.000000 Penalty: 3681.738281
	Iteration 128Q: 3 clusters Score -1.030596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -10305964.000000 Penalty: 3681.738281
	Iteration 129Q: 3 clusters Score -1.030596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -10305963.000000 Penalty: 3681.738281
	Iteration 130Q: 3 clusters Score -1.030596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -10305970.000000 Penalty: 3681.738281
	Iteration 131Q: 3 clusters Score -1.030597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -10305963.000000 Penalty: 3681.738281
	Iteration 132Q: 3 clusters Score -1.030596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -10305963.000000 Penalty: 3681.738281
	Iteration 133F: 3 clusters Score -1.030596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Entering Unmasked Estep 
Score: -1746110.750000 Penalty: 1551.936401
	Iteration 0F: 2 clusters Score -1746111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1736372.375000 Penalty: 3103.872803
	Iteration 0F: 3 clusters Score -1736372 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1739674.125000 Penalty: 3103.872803
	Iteration 1F: 3 clusters Score -1739674 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1739894.750000 Penalty: 3103.872803
	Iteration 2Q: 3 clusters Score -1739895 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1740056.250000 Penalty: 3103.872803
	Iteration 3Q: 3 clusters Score -1740056 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1740184.000000 Penalty: 3103.872803
	Iteration 4Q: 3 clusters Score -1740184 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1740332.250000 Penalty: 3103.872803
	Iteration 5Q: 3 clusters Score -1740332 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1740528.750000 Penalty: 3103.872803
	Iteration 6Q: 3 clusters Score -1740529 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1740740.875000 Penalty: 3103.872803
	Iteration 7Q: 3 clusters Score -1740741 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1741024.000000 Penalty: 3103.872803
	Iteration 8Q: 3 clusters Score -1741024 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1741428.250000 Penalty: 3103.872803
	Iteration 9Q: 3 clusters Score -1741428 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1741990.125000 Penalty: 3103.872803
	Iteration 10F: 3 clusters Score -1741990 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1742643.375000 Penalty: 3103.872803
	Iteration 11F: 3 clusters Score -1742643 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1743357.125000 Penalty: 3103.872803
	Iteration 12F: 3 clusters Score -1743357 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1743915.875000 Penalty: 3103.872803
	Iteration 13Q: 3 clusters Score -1743916 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1744271.375000 Penalty: 3103.872803
	Iteration 14Q: 3 clusters Score -1744271 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1744446.500000 Penalty: 3103.872803
	Iteration 15Q: 3 clusters Score -1744446 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1744565.125000 Penalty: 3103.872803
	Iteration 16Q: 3 clusters Score -1744565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1744643.000000 Penalty: 3103.872803
	Iteration 17Q: 3 clusters Score -1744643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1744684.375000 Penalty: 3103.872803
	Iteration 18Q: 3 clusters Score -1744684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1744707.750000 Penalty: 3103.872803
	Iteration 19Q: 3 clusters Score -1744708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1744725.875000 Penalty: 3103.872803
	Iteration 20F: 3 clusters Score -1744726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1744729.500000 Penalty: 3103.872803
	Iteration 21Q: 3 clusters Score -1744730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1744736.000000 Penalty: 3103.872803
	Iteration 22Q: 3 clusters Score -1744736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1744744.500000 Penalty: 3103.872803
	Iteration 23Q: 3 clusters Score -1744744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1744745.875000 Penalty: 3103.872803
	Iteration 24Q: 3 clusters Score -1744746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1744750.375000 Penalty: 3103.872803
	Iteration 25Q: 3 clusters Score -1744750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1744751.250000 Penalty: 3103.872803
	Iteration 26Q: 3 clusters Score -1744751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1744751.625000 Penalty: 3103.872803
	Iteration 27Q: 3 clusters Score -1744752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1744751.625000 Penalty: 3103.872803
	Iteration 28F: 3 clusters Score -1744752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Entering Unmasked Estep 
Score: -558355.562500 Penalty: 1372.983276
	Iteration 0F: 2 clusters Score -558355.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -554567.812500 Penalty: 2745.966553
	Iteration 0F: 3 clusters Score -554567.8 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -555706.812500 Penalty: 2745.966553
	Iteration 1F: 3 clusters Score -555706.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -555935.812500 Penalty: 2745.966553
	Iteration 2F: 3 clusters Score -555935.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -556085.250000 Penalty: 2745.966553
	Iteration 3F: 3 clusters Score -556085.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -556212.937500 Penalty: 2745.966553
	Iteration 4Q: 3 clusters Score -556212.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -556308.250000 Penalty: 2745.966553
	Iteration 5Q: 3 clusters Score -556308.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -556409.562500 Penalty: 2745.966553
	Iteration 6Q: 3 clusters Score -556409.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -556485.000000 Penalty: 2745.966553
	Iteration 7Q: 3 clusters Score -556485 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -556581.375000 Penalty: 2745.966553
	Iteration 8Q: 3 clusters Score -556581.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -556677.437500 Penalty: 2745.966553
	Iteration 9Q: 3 clusters Score -556677.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -556763.125000 Penalty: 2745.966553
	Iteration 10Q: 3 clusters Score -556763.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -556839.250000 Penalty: 2745.966553
	Iteration 11Q: 3 clusters Score -556839.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -556932.000000 Penalty: 2745.966553
	Iteration 12Q: 3 clusters Score -556932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -557001.875000 Penalty: 2745.966553
	Iteration 13Q: 3 clusters Score -557001.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -557052.437500 Penalty: 2745.966553
	Iteration 14Q: 3 clusters Score -557052.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -557086.562500 Penalty: 2745.966553
	Iteration 15Q: 3 clusters Score -557086.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -557118.625000 Penalty: 2745.966553
	Iteration 16Q: 3 clusters Score -557118.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -557150.250000 Penalty: 2745.966553
	Iteration 17Q: 3 clusters Score -557150.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -557178.375000 Penalty: 2745.966553
	Iteration 18Q: 3 clusters Score -557178.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -557203.437500 Penalty: 2745.966553
	Iteration 19Q: 3 clusters Score -557203.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -557233.312500 Penalty: 2745.966553
	Iteration 20F: 3 clusters Score -557233.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -557263.437500 Penalty: 2745.966553
	Iteration 21Q: 3 clusters Score -557263.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -557290.625000 Penalty: 2745.966553
	Iteration 22Q: 3 clusters Score -557290.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -557306.062500 Penalty: 2745.966553
	Iteration 23Q: 3 clusters Score -557306.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -557317.812500 Penalty: 2745.966553
	Iteration 24Q: 3 clusters Score -557317.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -557328.937500 Penalty: 2745.966553
	Iteration 25Q: 3 clusters Score -557328.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -557335.437500 Penalty: 2745.966553
	Iteration 26Q: 3 clusters Score -557335.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -557339.312500 Penalty: 2745.966553
	Iteration 27Q: 3 clusters Score -557339.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -557342.312500 Penalty: 2745.966553
	Iteration 28Q: 3 clusters Score -557342.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -557347.937500 Penalty: 2745.966553
	Iteration 29Q: 3 clusters Score -557347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -557349.562500 Penalty: 2745.966553
	Iteration 30Q: 3 clusters Score -557349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -557350.687500 Penalty: 2745.966553
	Iteration 31Q: 3 clusters Score -557350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -557351.125000 Penalty: 2745.966553
	Iteration 32Q: 3 clusters Score -557351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -557351.187500 Penalty: 2745.966553
	Iteration 33Q: 3 clusters Score -557351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -557354.312500 Penalty: 2745.966553
	Iteration 34Q: 3 clusters Score -557354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -557354.937500 Penalty: 2745.966553
	Iteration 35Q: 3 clusters Score -557354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -557355.375000 Penalty: 2745.966553
	Iteration 36Q: 3 clusters Score -557355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -557355.625000 Penalty: 2745.966553
	Iteration 37Q: 3 clusters Score -557355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -557356.375000 Penalty: 2745.966553
	Iteration 38Q: 3 clusters Score -557356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -557356.625000 Penalty: 2745.966553
	Iteration 39Q: 3 clusters Score -557356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -557356.625000 Penalty: 2745.966553
	Iteration 40F: 3 clusters Score -557356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Entering Unmasked Estep 
Score: -2356957.250000 Penalty: 1605.643677
	Iteration 0F: 2 clusters Score -2356957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2343566.000000 Penalty: 3211.287354
	Iteration 0F: 3 clusters Score -2343566 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2348539.250000 Penalty: 3211.287354
	Iteration 1F: 3 clusters Score -2348539 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2349074.000000 Penalty: 3211.287354
	Iteration 2F: 3 clusters Score -2349074 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2349677.750000 Penalty: 3211.287354
	Iteration 3F: 3 clusters Score -2349678 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2350379.000000 Penalty: 3211.287354
	Iteration 4F: 3 clusters Score -2350379 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2351283.500000 Penalty: 3211.287354
	Iteration 5F: 3 clusters Score -2351284 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2352235.250000 Penalty: 3211.287354
	Iteration 6F: 3 clusters Score -2352235 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2353160.250000 Penalty: 3211.287354
	Iteration 7F: 3 clusters Score -2353160 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2353839.250000 Penalty: 3211.287354
	Iteration 8F: 3 clusters Score -2353839 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2354306.750000 Penalty: 3211.287354
	Iteration 9Q: 3 clusters Score -2354307 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2354682.500000 Penalty: 3211.287354
	Iteration 10Q: 3 clusters Score -2354682 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2355000.250000 Penalty: 3211.287354
	Iteration 11Q: 3 clusters Score -2355000 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2355258.000000 Penalty: 3211.287354
	Iteration 12Q: 3 clusters Score -2355258 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2355490.750000 Penalty: 3211.287354
	Iteration 13Q: 3 clusters Score -2355491 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2355657.750000 Penalty: 3211.287354
	Iteration 14Q: 3 clusters Score -2355658 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2355775.500000 Penalty: 3211.287354
	Iteration 15Q: 3 clusters Score -2355776 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2355865.000000 Penalty: 3211.287354
	Iteration 16Q: 3 clusters Score -2355865 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2355927.500000 Penalty: 3211.287354
	Iteration 17Q: 3 clusters Score -2355928 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2355977.250000 Penalty: 3211.287354
	Iteration 18Q: 3 clusters Score -2355977 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2356012.000000 Penalty: 3211.287354
	Iteration 19Q: 3 clusters Score -2356012 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2356055.250000 Penalty: 3211.287354
	Iteration 20F: 3 clusters Score -2356055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2356081.750000 Penalty: 3211.287354
	Iteration 21Q: 3 clusters Score -2356082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2356101.250000 Penalty: 3211.287354
	Iteration 22Q: 3 clusters Score -2356101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2356118.750000 Penalty: 3211.287354
	Iteration 23Q: 3 clusters Score -2356119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2356137.250000 Penalty: 3211.287354
	Iteration 24Q: 3 clusters Score -2356137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2356144.750000 Penalty: 3211.287354
	Iteration 25Q: 3 clusters Score -2356145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2356153.750000 Penalty: 3211.287354
	Iteration 26Q: 3 clusters Score -2356154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2356168.500000 Penalty: 3211.287354
	Iteration 27Q: 3 clusters Score -2356168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2356167.250000 Penalty: 3211.287354
	Iteration 28Q: 3 clusters Score -2356167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2356172.250000 Penalty: 3211.287354
	Iteration 29Q: 3 clusters Score -2356172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2356176.250000 Penalty: 3211.287354
	Iteration 30Q: 3 clusters Score -2356176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2356175.750000 Penalty: 3211.287354
	Iteration 31Q: 3 clusters Score -2356176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2356178.250000 Penalty: 3211.287354
	Iteration 32Q: 3 clusters Score -2356178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2356175.750000 Penalty: 3211.287354
	Iteration 33Q: 3 clusters Score -2356176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2356176.250000 Penalty: 3211.287354
	Iteration 34Q: 3 clusters Score -2356176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2356176.000000 Penalty: 3211.287354
	Iteration 35Q: 3 clusters Score -2356176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2356176.000000 Penalty: 3211.287354
	Iteration 36F: 3 clusters Score -2356176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Entering Unmasked Estep 
Score: -299654.625000 Penalty: 1276.588989
	Iteration 0F: 2 clusters Score -299654.6 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 1312 members 
Entering Unmasked Estep 
Score: -297197.343750 Penalty: 2553.177979
	Iteration 0F: 3 clusters Score -297197.3 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -297870.500000 Penalty: 2553.177979
	Iteration 1F: 3 clusters Score -297870.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -298145.437500 Penalty: 2553.177979
	Iteration 2F: 3 clusters Score -298145.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -298422.125000 Penalty: 2553.177979
	Iteration 3F: 3 clusters Score -298422.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -298652.406250 Penalty: 2553.177979
	Iteration 4F: 3 clusters Score -298652.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -298837.656250 Penalty: 2553.177979
	Iteration 5F: 3 clusters Score -298837.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -299004.250000 Penalty: 2553.177979
	Iteration 6F: 3 clusters Score -299004.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -299110.375000 Penalty: 2553.177979
	Iteration 7Q: 3 clusters Score -299110.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -299201.718750 Penalty: 2553.177979
	Iteration 8Q: 3 clusters Score -299201.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -299277.593750 Penalty: 2553.177979
	Iteration 9Q: 3 clusters Score -299277.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -299330.218750 Penalty: 2553.177979
	Iteration 10Q: 3 clusters Score -299330.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -299365.406250 Penalty: 2553.177979
	Iteration 11Q: 3 clusters Score -299365.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -299389.343750 Penalty: 2553.177979
	Iteration 12Q: 3 clusters Score -299389.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -299412.906250 Penalty: 2553.177979
	Iteration 13Q: 3 clusters Score -299412.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -299427.656250 Penalty: 2553.177979
	Iteration 14Q: 3 clusters Score -299427.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -299443.437500 Penalty: 2553.177979
	Iteration 15Q: 3 clusters Score -299443.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -299449.687500 Penalty: 2553.177979
	Iteration 16Q: 3 clusters Score -299449.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -299461.218750 Penalty: 2553.177979
	Iteration 17Q: 3 clusters Score -299461.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -299474.843750 Penalty: 2553.177979
	Iteration 18Q: 3 clusters Score -299474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -299488.031250 Penalty: 2553.177979
	Iteration 19Q: 3 clusters Score -299488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -299499.312500 Penalty: 2553.177979
	Iteration 20F: 3 clusters Score -299499.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -299512.718750 Penalty: 2553.177979
	Iteration 21Q: 3 clusters Score -299512.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -299529.718750 Penalty: 2553.177979
	Iteration 22Q: 3 clusters Score -299529.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -299559.187500 Penalty: 2553.177979
	Iteration 23Q: 3 clusters Score -299559.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -299581.437500 Penalty: 2553.177979
	Iteration 24Q: 3 clusters Score -299581.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -299603.625000 Penalty: 2553.177979
	Iteration 25Q: 3 clusters Score -299603.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -299619.093750 Penalty: 2553.177979
	Iteration 26Q: 3 clusters Score -299619.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -299630.375000 Penalty: 2553.177979
	Iteration 27Q: 3 clusters Score -299630.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -299637.375000 Penalty: 2553.177979
	Iteration 28Q: 3 clusters Score -299637.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -299642.656250 Penalty: 2553.177979
	Iteration 29Q: 3 clusters Score -299642.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -299644.687500 Penalty: 2553.177979
	Iteration 30Q: 3 clusters Score -299644.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -299647.718750 Penalty: 2553.177979
	Iteration 31Q: 3 clusters Score -299647.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -299648.875000 Penalty: 2553.177979
	Iteration 32Q: 3 clusters Score -299648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -299649.531250 Penalty: 2553.177979
	Iteration 33Q: 3 clusters Score -299649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -299650.093750 Penalty: 2553.177979
	Iteration 34Q: 3 clusters Score -299650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -299651.906250 Penalty: 2553.177979
	Iteration 35Q: 3 clusters Score -299651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -299651.468750 Penalty: 2553.177979
	Iteration 36Q: 3 clusters Score -299651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -299652.843750 Penalty: 2553.177979
	Iteration 37Q: 3 clusters Score -299652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -299652.843750 Penalty: 2553.177979
	Iteration 38F: 3 clusters Score -299652.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84808 members 
Entering Unmasked Estep 
Score: -10667709.000000 Penalty: 1844.073608
	Iteration 0F: 2 clusters Score -1.066771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -10613275.000000 Penalty: 3688.147217
	Iteration 0F: 3 clusters Score -1.061328e+07 nChanged 40438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -10637044.000000 Penalty: 3688.147217
	Iteration 1F: 3 clusters Score -1.063704e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -10638267.000000 Penalty: 3688.147217
	Iteration 2Q: 3 clusters Score -1.063827e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -10640435.000000 Penalty: 3688.147217
	Iteration 3F: 3 clusters Score -1.064044e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -10643987.000000 Penalty: 3688.147217
	Iteration 4F: 3 clusters Score -1.064399e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -10649452.000000 Penalty: 3688.147217
	Iteration 5F: 3 clusters Score -1.064945e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -10655535.000000 Penalty: 3688.147217
	Iteration 6F: 3 clusters Score -1.065554e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -10660199.000000 Penalty: 3688.147217
	Iteration 7F: 3 clusters Score -1.06602e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -10663311.000000 Penalty: 3688.147217
	Iteration 8Q: 3 clusters Score -1.066331e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -10664705.000000 Penalty: 3688.147217
	Iteration 9Q: 3 clusters Score -1.06647e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -10665435.000000 Penalty: 3688.147217
	Iteration 10Q: 3 clusters Score -1.066544e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -10665943.000000 Penalty: 3688.147217
	Iteration 11Q: 3 clusters Score -1.066594e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -10666170.000000 Penalty: 3688.147217
	Iteration 12Q: 3 clusters Score -1.066617e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -10666243.000000 Penalty: 3688.147217
	Iteration 13Q: 3 clusters Score -1.066624e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -10666268.000000 Penalty: 3688.147217
	Iteration 14Q: 3 clusters Score -1.066627e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 84090 members 
Entering Unmasked Estep 
Score: -10666261.000000 Penalty: 3688.147217
	Iteration 15Q: 3 clusters Score -1.066626e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -10666268.000000 Penalty: 3688.147217
	Iteration 16Q: 3 clusters Score -1.066627e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -10666281.000000 Penalty: 3688.147217
	Iteration 17Q: 3 clusters Score -1.066628e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -10666289.000000 Penalty: 3688.147217
	Iteration 18Q: 3 clusters Score -1.066629e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -10666273.000000 Penalty: 3688.147217
	Iteration 19Q: 3 clusters Score -1.066627e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -10666277.000000 Penalty: 3688.147217
	Iteration 20F: 3 clusters Score -1.066628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -10666289.000000 Penalty: 3688.147217
	Iteration 21Q: 3 clusters Score -1.066629e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -10666296.000000 Penalty: 3688.147217
	Iteration 22Q: 3 clusters Score -1.06663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -10666301.000000 Penalty: 3688.147217
	Iteration 23Q: 3 clusters Score -1.06663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 84533 members 
Entering Unmasked Estep 
Score: -10666300.000000 Penalty: 3688.147217
	Iteration 24Q: 3 clusters Score -1.06663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -10666302.000000 Penalty: 3688.147217
	Iteration 25Q: 3 clusters Score -1.06663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -10666306.000000 Penalty: 3688.147217
	Iteration 26Q: 3 clusters Score -1.066631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -10666308.000000 Penalty: 3688.147217
	Iteration 27Q: 3 clusters Score -1.066631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -10666311.000000 Penalty: 3688.147217
	Iteration 28Q: 3 clusters Score -1.066631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -10666302.000000 Penalty: 3688.147217
	Iteration 29Q: 3 clusters Score -1.06663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -10666303.000000 Penalty: 3688.147217
	Iteration 30Q: 3 clusters Score -1.06663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -10666303.000000 Penalty: 3688.147217
	Iteration 31Q: 3 clusters Score -1.06663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -10666308.000000 Penalty: 3688.147217
	Iteration 32Q: 3 clusters Score -1.066631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -10666306.000000 Penalty: 3688.147217
	Iteration 33Q: 3 clusters Score -1.066631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -10666315.000000 Penalty: 3688.147217
	Iteration 34Q: 3 clusters Score -1.066632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -10666315.000000 Penalty: 3688.147217
	Iteration 35F: 3 clusters Score -1.066632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -39862.539062 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39862.54 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 205 members 
Entering Unmasked Estep 
Score: -38925.539062 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38925.54 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39088.660156 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -39088.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39160.578125 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -39160.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39214.148438 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -39214.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39237.808594 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -39237.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39271.453125 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -39271.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39294.089844 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -39294.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39318.917969 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -39318.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39361.605469 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -39361.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39410.742188 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -39410.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39455.585938 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -39455.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39538.378906 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -39538.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39584.703125 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -39584.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39593.207031 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -39593.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39599.187500 Penalty: 1936.488037
	Iteration 14Q: 3 clusters Score -39599.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39600.304688 Penalty: 1936.488037
	Iteration 15Q: 3 clusters Score -39600.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39603.199219 Penalty: 1936.488037
	Iteration 16F: 3 clusters Score -39603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39612.566406 Penalty: 1936.488037
	Iteration 17Q: 3 clusters Score -39612.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39624.382812 Penalty: 1936.488037
	Iteration 18Q: 3 clusters Score -39624.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39635.527344 Penalty: 1936.488037
	Iteration 19Q: 3 clusters Score -39635.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39638.871094 Penalty: 1936.488037
	Iteration 20F: 3 clusters Score -39638.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -135132.859375 Penalty: 1153.217163
	Iteration 0F: 2 clusters Score -135132.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -133529.984375 Penalty: 2306.434326
	Iteration 0F: 3 clusters Score -133530 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -133825.781250 Penalty: 2306.434326
	Iteration 1F: 3 clusters Score -133825.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133917.078125 Penalty: 2306.434326
	Iteration 2F: 3 clusters Score -133917.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133957.968750 Penalty: 2306.434326
	Iteration 3Q: 3 clusters Score -133958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -133982.750000 Penalty: 2306.434326
	Iteration 4Q: 3 clusters Score -133982.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -133993.312500 Penalty: 2306.434326
	Iteration 5Q: 3 clusters Score -133993.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134004.703125 Penalty: 2306.434326
	Iteration 6Q: 3 clusters Score -134004.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -134018.812500 Penalty: 2306.434326
	Iteration 7Q: 3 clusters Score -134018.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -134036.031250 Penalty: 2306.434326
	Iteration 8Q: 3 clusters Score -134036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -134047.421875 Penalty: 2306.434326
	Iteration 9Q: 3 clusters Score -134047.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -134053.531250 Penalty: 2306.434326
	Iteration 10Q: 3 clusters Score -134053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -134056.375000 Penalty: 2306.434326
	Iteration 11Q: 3 clusters Score -134056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134059.546875 Penalty: 2306.434326
	Iteration 12Q: 3 clusters Score -134059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -134061.187500 Penalty: 2306.434326
	Iteration 13Q: 3 clusters Score -134061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -134066.218750 Penalty: 2306.434326
	Iteration 14Q: 3 clusters Score -134066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -134069.578125 Penalty: 2306.434326
	Iteration 15Q: 3 clusters Score -134069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134077.765625 Penalty: 2306.434326
	Iteration 16Q: 3 clusters Score -134077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -134080.359375 Penalty: 2306.434326
	Iteration 17Q: 3 clusters Score -134080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -134084.203125 Penalty: 2306.434326
	Iteration 18Q: 3 clusters Score -134084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -134086.328125 Penalty: 2306.434326
	Iteration 19Q: 3 clusters Score -134086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -134088.281250 Penalty: 2306.434326
	Iteration 20F: 3 clusters Score -134088.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134091.750000 Penalty: 2306.434326
	Iteration 21Q: 3 clusters Score -134091.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134095.921875 Penalty: 2306.434326
	Iteration 22Q: 3 clusters Score -134095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -134096.390625 Penalty: 2306.434326
	Iteration 23Q: 3 clusters Score -134096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134097.093750 Penalty: 2306.434326
	Iteration 24Q: 3 clusters Score -134097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134097.765625 Penalty: 2306.434326
	Iteration 25Q: 3 clusters Score -134097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134097.765625 Penalty: 2306.434326
	Iteration 26F: 3 clusters Score -134097.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Entering Unmasked Estep 
Score: -11470515.000000 Penalty: 1857.097656
	Iteration 0F: 2 clusters Score -1.147052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -11412315.000000 Penalty: 3714.195312
	Iteration 0F: 3 clusters Score -1.141232e+07 nChanged 43764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -11437153.000000 Penalty: 3714.195312
	Iteration 1F: 3 clusters Score -1.143715e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -11437963.000000 Penalty: 3714.195312
	Iteration 2Q: 3 clusters Score -1.143796e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -11439225.000000 Penalty: 3714.195312
	Iteration 3Q: 3 clusters Score -1.143922e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -11441409.000000 Penalty: 3714.195312
	Iteration 4Q: 3 clusters Score -1.144141e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -11445423.000000 Penalty: 3714.195312
	Iteration 5F: 3 clusters Score -1.144542e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -11451754.000000 Penalty: 3714.195312
	Iteration 6F: 3 clusters Score -1.145175e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 77681 members 
Entering Unmasked Estep 
Score: -11459631.000000 Penalty: 3714.195312
	Iteration 7F: 3 clusters Score -1.145963e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -11465395.000000 Penalty: 3714.195312
	Iteration 8F: 3 clusters Score -1.14654e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 87120 members 
Entering Unmasked Estep 
Score: -11468066.000000 Penalty: 3714.195312
	Iteration 9Q: 3 clusters Score -1.146807e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 88589 members 
Entering Unmasked Estep 
Score: -11469234.000000 Penalty: 3714.195312
	Iteration 10Q: 3 clusters Score -1.146923e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -11469623.000000 Penalty: 3714.195312
	Iteration 11Q: 3 clusters Score -1.146962e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -11469793.000000 Penalty: 3714.195312
	Iteration 12Q: 3 clusters Score -1.146979e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -11469840.000000 Penalty: 3714.195312
	Iteration 13Q: 3 clusters Score -1.146984e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -11469870.000000 Penalty: 3714.195312
	Iteration 14Q: 3 clusters Score -1.146987e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
Score: -11469812.000000 Penalty: 3714.195312
	Iteration 15Q: 3 clusters Score -1.146981e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -11469810.000000 Penalty: 3714.195312
	Iteration 16Q: 3 clusters Score -1.146981e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -11469803.000000 Penalty: 3714.195312
	Iteration 17Q: 3 clusters Score -1.14698e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 90387 members 
Entering Unmasked Estep 
Score: -11469798.000000 Penalty: 3714.195312
	Iteration 18Q: 3 clusters Score -1.14698e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 90436 members 
Entering Unmasked Estep 
Score: -11469795.000000 Penalty: 3714.195312
	Iteration 19Q: 3 clusters Score -1.14698e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -11469790.000000 Penalty: 3714.195312
	Iteration 20F: 3 clusters Score -1.146979e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 90501 members 
Entering Unmasked Estep 
Score: -11469807.000000 Penalty: 3714.195312
	Iteration 21Q: 3 clusters Score -1.146981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -11469815.000000 Penalty: 3714.195312
	Iteration 22Q: 3 clusters Score -1.146982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -11469801.000000 Penalty: 3714.195312
	Iteration 23Q: 3 clusters Score -1.14698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 90561 members 
Entering Unmasked Estep 
Score: -11469797.000000 Penalty: 3714.195312
	Iteration 24Q: 3 clusters Score -1.14698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -11469781.000000 Penalty: 3714.195312
	Iteration 25Q: 3 clusters Score -1.146978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -11469786.000000 Penalty: 3714.195312
	Iteration 26Q: 3 clusters Score -1.146979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -11469782.000000 Penalty: 3714.195312
	Iteration 27Q: 3 clusters Score -1.146978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -11469778.000000 Penalty: 3714.195312
	Iteration 28Q: 3 clusters Score -1.146978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 90594 members 
Entering Unmasked Estep 
Score: -11469772.000000 Penalty: 3714.195312
	Iteration 29Q: 3 clusters Score -1.146977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 90595 members 
Entering Unmasked Estep 
Score: -11469781.000000 Penalty: 3714.195312
	Iteration 30Q: 3 clusters Score -1.146978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -11469780.000000 Penalty: 3714.195312
	Iteration 31Q: 3 clusters Score -1.146978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 90600 members 
Entering Unmasked Estep 
Score: -11469771.000000 Penalty: 3714.195312
	Iteration 32Q: 3 clusters Score -1.146977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -11469783.000000 Penalty: 3714.195312
	Iteration 33Q: 3 clusters Score -1.146978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -11469783.000000 Penalty: 3714.195312
	Iteration 34F: 3 clusters Score -1.146978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Entering Unmasked Estep 
Score: -11446113.000000 Penalty: 1854.767822
	Iteration 0F: 2 clusters Score -1.144611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -11387675.000000 Penalty: 3709.535645
	Iteration 0F: 3 clusters Score -1.138768e+07 nChanged 43146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -11413330.000000 Penalty: 3709.535645
	Iteration 1F: 3 clusters Score -1.141333e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -11414684.000000 Penalty: 3709.535645
	Iteration 2Q: 3 clusters Score -1.141468e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -11416209.000000 Penalty: 3709.535645
	Iteration 3Q: 3 clusters Score -1.141621e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -11418240.000000 Penalty: 3709.535645
	Iteration 4F: 3 clusters Score -1.141824e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -11420505.000000 Penalty: 3709.535645
	Iteration 5F: 3 clusters Score -1.14205e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -11423216.000000 Penalty: 3709.535645
	Iteration 6F: 3 clusters Score -1.142322e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -11426466.000000 Penalty: 3709.535645
	Iteration 7F: 3 clusters Score -1.142647e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -11429796.000000 Penalty: 3709.535645
	Iteration 8F: 3 clusters Score -1.14298e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -11432003.000000 Penalty: 3709.535645
	Iteration 9Q: 3 clusters Score -1.1432e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -11433041.000000 Penalty: 3709.535645
	Iteration 10Q: 3 clusters Score -1.143304e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -11433516.000000 Penalty: 3709.535645
	Iteration 11Q: 3 clusters Score -1.143352e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -11433663.000000 Penalty: 3709.535645
	Iteration 12Q: 3 clusters Score -1.143366e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -11433772.000000 Penalty: 3709.535645
	Iteration 13Q: 3 clusters Score -1.143377e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -11433942.000000 Penalty: 3709.535645
	Iteration 14Q: 3 clusters Score -1.143394e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -11434093.000000 Penalty: 3709.535645
	Iteration 15Q: 3 clusters Score -1.143409e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -11434150.000000 Penalty: 3709.535645
	Iteration 16Q: 3 clusters Score -1.143415e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -11434291.000000 Penalty: 3709.535645
	Iteration 17Q: 3 clusters Score -1.143429e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -11434433.000000 Penalty: 3709.535645
	Iteration 18Q: 3 clusters Score -1.143443e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -11434577.000000 Penalty: 3709.535645
	Iteration 19Q: 3 clusters Score -1.143458e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -11434765.000000 Penalty: 3709.535645
	Iteration 20F: 3 clusters Score -1.143476e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -11434886.000000 Penalty: 3709.535645
	Iteration 21Q: 3 clusters Score -1.143489e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -11435016.000000 Penalty: 3709.535645
	Iteration 22Q: 3 clusters Score -1.143502e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -11435127.000000 Penalty: 3709.535645
	Iteration 23Q: 3 clusters Score -1.143513e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -11435215.000000 Penalty: 3709.535645
	Iteration 24Q: 3 clusters Score -1.143522e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -11435362.000000 Penalty: 3709.535645
	Iteration 25Q: 3 clusters Score -1.143536e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -11435496.000000 Penalty: 3709.535645
	Iteration 26Q: 3 clusters Score -1.14355e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -11435600.000000 Penalty: 3709.535645
	Iteration 27Q: 3 clusters Score -1.14356e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -11435790.000000 Penalty: 3709.535645
	Iteration 28Q: 3 clusters Score -1.143579e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -11435882.000000 Penalty: 3709.535645
	Iteration 29Q: 3 clusters Score -1.143588e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -11436019.000000 Penalty: 3709.535645
	Iteration 30Q: 3 clusters Score -1.143602e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -11436144.000000 Penalty: 3709.535645
	Iteration 31Q: 3 clusters Score -1.143614e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -11436239.000000 Penalty: 3709.535645
	Iteration 32Q: 3 clusters Score -1.143624e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -11436394.000000 Penalty: 3709.535645
	Iteration 33Q: 3 clusters Score -1.143639e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -11436500.000000 Penalty: 3709.535645
	Iteration 34Q: 3 clusters Score -1.14365e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -11436594.000000 Penalty: 3709.535645
	Iteration 35Q: 3 clusters Score -1.143659e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -11436730.000000 Penalty: 3709.535645
	Iteration 36Q: 3 clusters Score -1.143673e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -11436870.000000 Penalty: 3709.535645
	Iteration 37Q: 3 clusters Score -1.143687e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -11437030.000000 Penalty: 3709.535645
	Iteration 38Q: 3 clusters Score -1.143703e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -11437206.000000 Penalty: 3709.535645
	Iteration 39Q: 3 clusters Score -1.143721e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -11437437.000000 Penalty: 3709.535645
	Iteration 40F: 3 clusters Score -1.143744e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -11437677.000000 Penalty: 3709.535645
	Iteration 41Q: 3 clusters Score -1.143768e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -11437912.000000 Penalty: 3709.535645
	Iteration 42Q: 3 clusters Score -1.143791e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -11438194.000000 Penalty: 3709.535645
	Iteration 43Q: 3 clusters Score -1.143819e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -11438476.000000 Penalty: 3709.535645
	Iteration 44Q: 3 clusters Score -1.143848e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -11438730.000000 Penalty: 3709.535645
	Iteration 45Q: 3 clusters Score -1.143873e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -11438984.000000 Penalty: 3709.535645
	Iteration 46Q: 3 clusters Score -1.143898e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -11439167.000000 Penalty: 3709.535645
	Iteration 47Q: 3 clusters Score -1.143917e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -11439289.000000 Penalty: 3709.535645
	Iteration 48Q: 3 clusters Score -1.143929e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -11439358.000000 Penalty: 3709.535645
	Iteration 49Q: 3 clusters Score -1.143936e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -11439463.000000 Penalty: 3709.535645
	Iteration 50Q: 3 clusters Score -1.143946e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -11439566.000000 Penalty: 3709.535645
	Iteration 51Q: 3 clusters Score -1.143957e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -11439615.000000 Penalty: 3709.535645
	Iteration 52Q: 3 clusters Score -1.143962e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -11439620.000000 Penalty: 3709.535645
	Iteration 53Q: 3 clusters Score -1.143962e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -11439620.000000 Penalty: 3709.535645
	Iteration 54Q: 3 clusters Score -1.143962e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -11439579.000000 Penalty: 3709.535645
	Iteration 55Q: 3 clusters Score -1.143958e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -11439575.000000 Penalty: 3709.535645
	Iteration 56Q: 3 clusters Score -1.143958e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -11439541.000000 Penalty: 3709.535645
	Iteration 57Q: 3 clusters Score -1.143954e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -11439522.000000 Penalty: 3709.535645
	Iteration 58Q: 3 clusters Score -1.143952e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -11439484.000000 Penalty: 3709.535645
	Iteration 59Q: 3 clusters Score -1.143948e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -11439425.000000 Penalty: 3709.535645
	Iteration 60F: 3 clusters Score -1.143942e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -11439390.000000 Penalty: 3709.535645
	Iteration 61Q: 3 clusters Score -1.143939e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -11439389.000000 Penalty: 3709.535645
	Iteration 62Q: 3 clusters Score -1.143939e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -11439353.000000 Penalty: 3709.535645
	Iteration 63Q: 3 clusters Score -1.143935e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -11439350.000000 Penalty: 3709.535645
	Iteration 64Q: 3 clusters Score -1.143935e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -11439274.000000 Penalty: 3709.535645
	Iteration 65Q: 3 clusters Score -1.143927e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -11439225.000000 Penalty: 3709.535645
	Iteration 66Q: 3 clusters Score -1.143922e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -11439217.000000 Penalty: 3709.535645
	Iteration 67Q: 3 clusters Score -1.143922e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -11439158.000000 Penalty: 3709.535645
	Iteration 68Q: 3 clusters Score -1.143916e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -11439145.000000 Penalty: 3709.535645
	Iteration 69Q: 3 clusters Score -1.143914e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -11439129.000000 Penalty: 3709.535645
	Iteration 70Q: 3 clusters Score -1.143913e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -11439077.000000 Penalty: 3709.535645
	Iteration 71Q: 3 clusters Score -1.143908e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -11439066.000000 Penalty: 3709.535645
	Iteration 72Q: 3 clusters Score -1.143907e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -11439030.000000 Penalty: 3709.535645
	Iteration 73Q: 3 clusters Score -1.143903e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -11438968.000000 Penalty: 3709.535645
	Iteration 74Q: 3 clusters Score -1.143897e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -11438930.000000 Penalty: 3709.535645
	Iteration 75Q: 3 clusters Score -1.143893e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -11438868.000000 Penalty: 3709.535645
	Iteration 76Q: 3 clusters Score -1.143887e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -11438832.000000 Penalty: 3709.535645
	Iteration 77Q: 3 clusters Score -1.143883e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -11438808.000000 Penalty: 3709.535645
	Iteration 78Q: 3 clusters Score -1.143881e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -11438753.000000 Penalty: 3709.535645
	Iteration 79Q: 3 clusters Score -1.143875e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -11438736.000000 Penalty: 3709.535645
	Iteration 80F: 3 clusters Score -1.143874e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -11438695.000000 Penalty: 3709.535645
	Iteration 81Q: 3 clusters Score -1.14387e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -11438670.000000 Penalty: 3709.535645
	Iteration 82Q: 3 clusters Score -1.143867e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -11438646.000000 Penalty: 3709.535645
	Iteration 83Q: 3 clusters Score -1.143865e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -11438602.000000 Penalty: 3709.535645
	Iteration 84Q: 3 clusters Score -1.14386e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -11438562.000000 Penalty: 3709.535645
	Iteration 85Q: 3 clusters Score -1.143856e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -11438547.000000 Penalty: 3709.535645
	Iteration 86Q: 3 clusters Score -1.143855e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -11438508.000000 Penalty: 3709.535645
	Iteration 87Q: 3 clusters Score -1.143851e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -11438441.000000 Penalty: 3709.535645
	Iteration 88Q: 3 clusters Score -1.143844e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -11438372.000000 Penalty: 3709.535645
	Iteration 89Q: 3 clusters Score -1.143837e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -11438274.000000 Penalty: 3709.535645
	Iteration 90Q: 3 clusters Score -1.143827e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -11438253.000000 Penalty: 3709.535645
	Iteration 91Q: 3 clusters Score -1.143825e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -11438225.000000 Penalty: 3709.535645
	Iteration 92Q: 3 clusters Score -1.143822e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -11438179.000000 Penalty: 3709.535645
	Iteration 93Q: 3 clusters Score -1.143818e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -11438119.000000 Penalty: 3709.535645
	Iteration 94Q: 3 clusters Score -1.143812e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -11438075.000000 Penalty: 3709.535645
	Iteration 95Q: 3 clusters Score -1.143808e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -11438054.000000 Penalty: 3709.535645
	Iteration 96Q: 3 clusters Score -1.143805e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -11438028.000000 Penalty: 3709.535645
	Iteration 97Q: 3 clusters Score -1.143803e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -11438024.000000 Penalty: 3709.535645
	Iteration 98Q: 3 clusters Score -1.143802e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -11437989.000000 Penalty: 3709.535645
	Iteration 99Q: 3 clusters Score -1.143799e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -11437928.000000 Penalty: 3709.535645
	Iteration 100F: 3 clusters Score -1.143793e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -11437864.000000 Penalty: 3709.535645
	Iteration 101Q: 3 clusters Score -1.143786e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -11437833.000000 Penalty: 3709.535645
	Iteration 102Q: 3 clusters Score -1.143783e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -11437786.000000 Penalty: 3709.535645
	Iteration 103Q: 3 clusters Score -1.143779e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -11437752.000000 Penalty: 3709.535645
	Iteration 104Q: 3 clusters Score -1.143775e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -11437715.000000 Penalty: 3709.535645
	Iteration 105Q: 3 clusters Score -1.143772e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -11437706.000000 Penalty: 3709.535645
	Iteration 106Q: 3 clusters Score -1.143771e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -11437740.000000 Penalty: 3709.535645
	Iteration 107Q: 3 clusters Score -1.143774e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -11437689.000000 Penalty: 3709.535645
	Iteration 108Q: 3 clusters Score -1.143769e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -11437650.000000 Penalty: 3709.535645
	Iteration 109Q: 3 clusters Score -1.143765e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -11437610.000000 Penalty: 3709.535645
	Iteration 110Q: 3 clusters Score -1.143761e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -11437538.000000 Penalty: 3709.535645
	Iteration 111Q: 3 clusters Score -1.143754e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -11437548.000000 Penalty: 3709.535645
	Iteration 112Q: 3 clusters Score -1.143755e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -11437502.000000 Penalty: 3709.535645
	Iteration 113Q: 3 clusters Score -1.14375e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -11437481.000000 Penalty: 3709.535645
	Iteration 114Q: 3 clusters Score -1.143748e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -11437457.000000 Penalty: 3709.535645
	Iteration 115Q: 3 clusters Score -1.143746e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -11437418.000000 Penalty: 3709.535645
	Iteration 116Q: 3 clusters Score -1.143742e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -11437398.000000 Penalty: 3709.535645
	Iteration 117Q: 3 clusters Score -1.14374e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -11437372.000000 Penalty: 3709.535645
	Iteration 118Q: 3 clusters Score -1.143737e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -11437366.000000 Penalty: 3709.535645
	Iteration 119Q: 3 clusters Score -1.143737e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -11437352.000000 Penalty: 3709.535645
	Iteration 120F: 3 clusters Score -1.143735e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -11437340.000000 Penalty: 3709.535645
	Iteration 121Q: 3 clusters Score -1.143734e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -11437351.000000 Penalty: 3709.535645
	Iteration 122Q: 3 clusters Score -1.143735e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -11437321.000000 Penalty: 3709.535645
	Iteration 123Q: 3 clusters Score -1.143732e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -11437372.000000 Penalty: 3709.535645
	Iteration 124Q: 3 clusters Score -1.143737e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -11437396.000000 Penalty: 3709.535645
	Iteration 125Q: 3 clusters Score -1.14374e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -11437400.000000 Penalty: 3709.535645
	Iteration 126Q: 3 clusters Score -1.14374e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -11437438.000000 Penalty: 3709.535645
	Iteration 127Q: 3 clusters Score -1.143744e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -11437466.000000 Penalty: 3709.535645
	Iteration 128Q: 3 clusters Score -1.143747e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -11437465.000000 Penalty: 3709.535645
	Iteration 129Q: 3 clusters Score -1.143746e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -11437542.000000 Penalty: 3709.535645
	Iteration 130Q: 3 clusters Score -1.143754e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -11437580.000000 Penalty: 3709.535645
	Iteration 131Q: 3 clusters Score -1.143758e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -11437897.000000 Penalty: 3709.535645
	Iteration 132Q: 3 clusters Score -1.14379e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -11438314.000000 Penalty: 3709.535645
	Iteration 133Q: 3 clusters Score -1.143831e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -11438592.000000 Penalty: 3709.535645
	Iteration 134Q: 3 clusters Score -1.143859e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -11438950.000000 Penalty: 3709.535645
	Iteration 135Q: 3 clusters Score -1.143895e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -11439269.000000 Penalty: 3709.535645
	Iteration 136Q: 3 clusters Score -1.143927e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -11439669.000000 Penalty: 3709.535645
	Iteration 137Q: 3 clusters Score -1.143967e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -11439992.000000 Penalty: 3709.535645
	Iteration 138Q: 3 clusters Score -1.143999e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -11440307.000000 Penalty: 3709.535645
	Iteration 139Q: 3 clusters Score -1.144031e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -11440647.000000 Penalty: 3709.535645
	Iteration 140F: 3 clusters Score -1.144065e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -11440954.000000 Penalty: 3709.535645
	Iteration 141Q: 3 clusters Score -1.144095e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -11441263.000000 Penalty: 3709.535645
	Iteration 142Q: 3 clusters Score -1.144126e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -11441411.000000 Penalty: 3709.535645
	Iteration 143Q: 3 clusters Score -1.144141e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85149 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -11441721.000000 Penalty: 3709.535645
	Iteration 144Q: 3 clusters Score -1.144172e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -11442007.000000 Penalty: 3709.535645
	Iteration 145Q: 3 clusters Score -1.144201e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -11442276.000000 Penalty: 3709.535645
	Iteration 146Q: 3 clusters Score -1.144228e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -11442505.000000 Penalty: 3709.535645
	Iteration 147Q: 3 clusters Score -1.14425e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -11442672.000000 Penalty: 3709.535645
	Iteration 148Q: 3 clusters Score -1.144267e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86481 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -11442836.000000 Penalty: 3709.535645
	Iteration 149Q: 3 clusters Score -1.144284e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -11443064.000000 Penalty: 3709.535645
	Iteration 150Q: 3 clusters Score -1.144306e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -11443205.000000 Penalty: 3709.535645
	Iteration 151Q: 3 clusters Score -1.14432e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -11443345.000000 Penalty: 3709.535645
	Iteration 152Q: 3 clusters Score -1.144334e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -11443511.000000 Penalty: 3709.535645
	Iteration 153Q: 3 clusters Score -1.144351e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -11443553.000000 Penalty: 3709.535645
	Iteration 154Q: 3 clusters Score -1.144355e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -11443571.000000 Penalty: 3709.535645
	Iteration 155Q: 3 clusters Score -1.144357e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -11443626.000000 Penalty: 3709.535645
	Iteration 156Q: 3 clusters Score -1.144363e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87858 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -11443683.000000 Penalty: 3709.535645
	Iteration 157Q: 3 clusters Score -1.144368e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -11443729.000000 Penalty: 3709.535645
	Iteration 158Q: 3 clusters Score -1.144373e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88051 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -11443771.000000 Penalty: 3709.535645
	Iteration 159Q: 3 clusters Score -1.144377e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -11443791.000000 Penalty: 3709.535645
	Iteration 160F: 3 clusters Score -1.144379e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88203 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -11443821.000000 Penalty: 3709.535645
	Iteration 161Q: 3 clusters Score -1.144382e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88265 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -11443845.000000 Penalty: 3709.535645
	Iteration 162Q: 3 clusters Score -1.144384e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -11443894.000000 Penalty: 3709.535645
	Iteration 163Q: 3 clusters Score -1.144389e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -11443926.000000 Penalty: 3709.535645
	Iteration 164Q: 3 clusters Score -1.144393e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -11443980.000000 Penalty: 3709.535645
	Iteration 165Q: 3 clusters Score -1.144398e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88537 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -11444029.000000 Penalty: 3709.535645
	Iteration 166Q: 3 clusters Score -1.144403e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88607 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -11444053.000000 Penalty: 3709.535645
	Iteration 167Q: 3 clusters Score -1.144405e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -11444099.000000 Penalty: 3709.535645
	Iteration 168Q: 3 clusters Score -1.14441e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -11444133.000000 Penalty: 3709.535645
	Iteration 169Q: 3 clusters Score -1.144413e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11444194.000000 Penalty: 3709.535645
	Iteration 170Q: 3 clusters Score -1.144419e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -11444243.000000 Penalty: 3709.535645
	Iteration 171Q: 3 clusters Score -1.144424e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11444268.000000 Penalty: 3709.535645
	Iteration 172Q: 3 clusters Score -1.144427e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -11444307.000000 Penalty: 3709.535645
	Iteration 173Q: 3 clusters Score -1.144431e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -11444335.000000 Penalty: 3709.535645
	Iteration 174Q: 3 clusters Score -1.144434e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11444344.000000 Penalty: 3709.535645
	Iteration 175Q: 3 clusters Score -1.144434e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11444388.000000 Penalty: 3709.535645
	Iteration 176Q: 3 clusters Score -1.144439e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11444430.000000 Penalty: 3709.535645
	Iteration 177Q: 3 clusters Score -1.144443e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11444476.000000 Penalty: 3709.535645
	Iteration 178Q: 3 clusters Score -1.144448e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11444501.000000 Penalty: 3709.535645
	Iteration 179Q: 3 clusters Score -1.14445e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11444538.000000 Penalty: 3709.535645
	Iteration 180F: 3 clusters Score -1.144454e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11444554.000000 Penalty: 3709.535645
	Iteration 181Q: 3 clusters Score -1.144455e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -11444551.000000 Penalty: 3709.535645
	Iteration 182Q: 3 clusters Score -1.144455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11444565.000000 Penalty: 3709.535645
	Iteration 183Q: 3 clusters Score -1.144456e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11444579.000000 Penalty: 3709.535645
	Iteration 184Q: 3 clusters Score -1.144458e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -11444598.000000 Penalty: 3709.535645
	Iteration 185Q: 3 clusters Score -1.14446e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11444608.000000 Penalty: 3709.535645
	Iteration 186Q: 3 clusters Score -1.144461e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11444617.000000 Penalty: 3709.535645
	Iteration 187Q: 3 clusters Score -1.144462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11444619.000000 Penalty: 3709.535645
	Iteration 188Q: 3 clusters Score -1.144462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11444626.000000 Penalty: 3709.535645
	Iteration 189Q: 3 clusters Score -1.144463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -11444626.000000 Penalty: 3709.535645
	Iteration 190Q: 3 clusters Score -1.144463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89535 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11444620.000000 Penalty: 3709.535645
	Iteration 191Q: 3 clusters Score -1.144462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11444637.000000 Penalty: 3709.535645
	Iteration 192Q: 3 clusters Score -1.144464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11444638.000000 Penalty: 3709.535645
	Iteration 193Q: 3 clusters Score -1.144464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89564 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11444642.000000 Penalty: 3709.535645
	Iteration 194Q: 3 clusters Score -1.144464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89577 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11444645.000000 Penalty: 3709.535645
	Iteration 195Q: 3 clusters Score -1.144464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11444652.000000 Penalty: 3709.535645
	Iteration 196Q: 3 clusters Score -1.144465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -11444652.000000 Penalty: 3709.535645
	Iteration 197Q: 3 clusters Score -1.144465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89615 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11444650.000000 Penalty: 3709.535645
	Iteration 198Q: 3 clusters Score -1.144465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11444645.000000 Penalty: 3709.535645
	Iteration 199Q: 3 clusters Score -1.144464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11444644.000000 Penalty: 3709.535645
	Iteration 200F: 3 clusters Score -1.144464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -11444646.000000 Penalty: 3709.535645
	Iteration 201Q: 3 clusters Score -1.144465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89648 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11444643.000000 Penalty: 3709.535645
	Iteration 202Q: 3 clusters Score -1.144464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11444654.000000 Penalty: 3709.535645
	Iteration 203Q: 3 clusters Score -1.144465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11444670.000000 Penalty: 3709.535645
	Iteration 204Q: 3 clusters Score -1.144467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11444672.000000 Penalty: 3709.535645
	Iteration 205Q: 3 clusters Score -1.144467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11444667.000000 Penalty: 3709.535645
	Iteration 206Q: 3 clusters Score -1.144467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89673 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11444673.000000 Penalty: 3709.535645
	Iteration 207Q: 3 clusters Score -1.144467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11444667.000000 Penalty: 3709.535645
	Iteration 208Q: 3 clusters Score -1.144467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11444673.000000 Penalty: 3709.535645
	Iteration 209Q: 3 clusters Score -1.144467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11444673.000000 Penalty: 3709.535645
	Iteration 210F: 3 clusters Score -1.144467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Entering Unmasked Estep 
Score: -482344.312500 Penalty: 1352.033325
	Iteration 0F: 2 clusters Score -482344.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -478944.593750 Penalty: 2704.066650
	Iteration 0F: 3 clusters Score -478944.6 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -479768.468750 Penalty: 2704.066650
	Iteration 1F: 3 clusters Score -479768.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -479929.281250 Penalty: 2704.066650
	Iteration 2F: 3 clusters Score -479929.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -480020.625000 Penalty: 2704.066650
	Iteration 3Q: 3 clusters Score -480020.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -480093.750000 Penalty: 2704.066650
	Iteration 4Q: 3 clusters Score -480093.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -480172.812500 Penalty: 2704.066650
	Iteration 5Q: 3 clusters Score -480172.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -480265.187500 Penalty: 2704.066650
	Iteration 6Q: 3 clusters Score -480265.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -480333.531250 Penalty: 2704.066650
	Iteration 7Q: 3 clusters Score -480333.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -480406.750000 Penalty: 2704.066650
	Iteration 8Q: 3 clusters Score -480406.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -480502.031250 Penalty: 2704.066650
	Iteration 9Q: 3 clusters Score -480502 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -480594.781250 Penalty: 2704.066650
	Iteration 10Q: 3 clusters Score -480594.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -480690.656250 Penalty: 2704.066650
	Iteration 11Q: 3 clusters Score -480690.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -480767.593750 Penalty: 2704.066650
	Iteration 12Q: 3 clusters Score -480767.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -480854.187500 Penalty: 2704.066650
	Iteration 13Q: 3 clusters Score -480854.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -480923.156250 Penalty: 2704.066650
	Iteration 14Q: 3 clusters Score -480923.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -480972.156250 Penalty: 2704.066650
	Iteration 15Q: 3 clusters Score -480972.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -481023.531250 Penalty: 2704.066650
	Iteration 16Q: 3 clusters Score -481023.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -481070.218750 Penalty: 2704.066650
	Iteration 17Q: 3 clusters Score -481070.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -481124.312500 Penalty: 2704.066650
	Iteration 18Q: 3 clusters Score -481124.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -481192.093750 Penalty: 2704.066650
	Iteration 19Q: 3 clusters Score -481192.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -481250.687500 Penalty: 2704.066650
	Iteration 20F: 3 clusters Score -481250.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -481309.312500 Penalty: 2704.066650
	Iteration 21Q: 3 clusters Score -481309.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -481360.218750 Penalty: 2704.066650
	Iteration 22Q: 3 clusters Score -481360.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -481404.781250 Penalty: 2704.066650
	Iteration 23Q: 3 clusters Score -481404.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -481438.593750 Penalty: 2704.066650
	Iteration 24Q: 3 clusters Score -481438.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -481475.093750 Penalty: 2704.066650
	Iteration 25Q: 3 clusters Score -481475.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -481532.750000 Penalty: 2704.066650
	Iteration 26Q: 3 clusters Score -481532.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -481592.625000 Penalty: 2704.066650
	Iteration 27Q: 3 clusters Score -481592.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -481644.250000 Penalty: 2704.066650
	Iteration 28Q: 3 clusters Score -481644.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -481695.125000 Penalty: 2704.066650
	Iteration 29Q: 3 clusters Score -481695.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -481744.031250 Penalty: 2704.066650
	Iteration 30Q: 3 clusters Score -481744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -481769.656250 Penalty: 2704.066650
	Iteration 31Q: 3 clusters Score -481769.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -481792.250000 Penalty: 2704.066650
	Iteration 32Q: 3 clusters Score -481792.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -481806.437500 Penalty: 2704.066650
	Iteration 33Q: 3 clusters Score -481806.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -481819.187500 Penalty: 2704.066650
	Iteration 34Q: 3 clusters Score -481819.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -481828.968750 Penalty: 2704.066650
	Iteration 35Q: 3 clusters Score -481829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -481839.250000 Penalty: 2704.066650
	Iteration 36Q: 3 clusters Score -481839.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -481849.812500 Penalty: 2704.066650
	Iteration 37Q: 3 clusters Score -481849.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -481859.531250 Penalty: 2704.066650
	Iteration 38Q: 3 clusters Score -481859.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -481866.406250 Penalty: 2704.066650
	Iteration 39Q: 3 clusters Score -481866.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -481872.531250 Penalty: 2704.066650
	Iteration 40F: 3 clusters Score -481872.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -481885.343750 Penalty: 2704.066650
	Iteration 41Q: 3 clusters Score -481885.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -481900.656250 Penalty: 2704.066650
	Iteration 42Q: 3 clusters Score -481900.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -481913.125000 Penalty: 2704.066650
	Iteration 43Q: 3 clusters Score -481913.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -481927.218750 Penalty: 2704.066650
	Iteration 44Q: 3 clusters Score -481927.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -481942.843750 Penalty: 2704.066650
	Iteration 45Q: 3 clusters Score -481942.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -481964.843750 Penalty: 2704.066650
	Iteration 46Q: 3 clusters Score -481964.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -481979.781250 Penalty: 2704.066650
	Iteration 47Q: 3 clusters Score -481979.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -481994.281250 Penalty: 2704.066650
	Iteration 48Q: 3 clusters Score -481994.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -482007.156250 Penalty: 2704.066650
	Iteration 49Q: 3 clusters Score -482007.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -482017.343750 Penalty: 2704.066650
	Iteration 50Q: 3 clusters Score -482017.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -482026.500000 Penalty: 2704.066650
	Iteration 51Q: 3 clusters Score -482026.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -482033.281250 Penalty: 2704.066650
	Iteration 52Q: 3 clusters Score -482033.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -482038.031250 Penalty: 2704.066650
	Iteration 53Q: 3 clusters Score -482038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -482039.750000 Penalty: 2704.066650
	Iteration 54Q: 3 clusters Score -482039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -482041.062500 Penalty: 2704.066650
	Iteration 55Q: 3 clusters Score -482041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -482042.906250 Penalty: 2704.066650
	Iteration 56Q: 3 clusters Score -482042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -482042.906250 Penalty: 2704.066650
	Iteration 57Q: 3 clusters Score -482042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -482043.968750 Penalty: 2704.066650
	Iteration 58Q: 3 clusters Score -482044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -482044.781250 Penalty: 2704.066650
	Iteration 59Q: 3 clusters Score -482044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -482045.468750 Penalty: 2704.066650
	Iteration 60F: 3 clusters Score -482045.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (89514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Entering Unmasked Estep 
Score: -10971032.000000 Penalty: 1852.849365
	Iteration 0F: 2 clusters Score -1.097103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -10911743.000000 Penalty: 3705.698730
	Iteration 0F: 3 clusters Score -1.091174e+07 nChanged 42585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -10936460.000000 Penalty: 3705.698730
	Iteration 1F: 3 clusters Score -1.093646e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -10937042.000000 Penalty: 3705.698730
	Iteration 2Q: 3 clusters Score -1.093704e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -10937921.000000 Penalty: 3705.698730
	Iteration 3Q: 3 clusters Score -1.093792e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -10939186.000000 Penalty: 3705.698730
	Iteration 4Q: 3 clusters Score -1.093919e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -10941051.000000 Penalty: 3705.698730
	Iteration 5Q: 3 clusters Score -1.094105e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -10943937.000000 Penalty: 3705.698730
	Iteration 6F: 3 clusters Score -1.094394e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -10948300.000000 Penalty: 3705.698730
	Iteration 7F: 3 clusters Score -1.09483e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -10953227.000000 Penalty: 3705.698730
	Iteration 8F: 3 clusters Score -1.095323e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -10957218.000000 Penalty: 3705.698730
	Iteration 9F: 3 clusters Score -1.095722e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -10959078.000000 Penalty: 3705.698730
	Iteration 10Q: 3 clusters Score -1.095908e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -10960125.000000 Penalty: 3705.698730
	Iteration 11Q: 3 clusters Score -1.096012e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -10960892.000000 Penalty: 3705.698730
	Iteration 12Q: 3 clusters Score -1.096089e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -10961685.000000 Penalty: 3705.698730
	Iteration 13Q: 3 clusters Score -1.096168e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -10962427.000000 Penalty: 3705.698730
	Iteration 14Q: 3 clusters Score -1.096243e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -10963107.000000 Penalty: 3705.698730
	Iteration 15Q: 3 clusters Score -1.096311e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -10963773.000000 Penalty: 3705.698730
	Iteration 16Q: 3 clusters Score -1.096377e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -10964292.000000 Penalty: 3705.698730
	Iteration 17Q: 3 clusters Score -1.096429e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -10964553.000000 Penalty: 3705.698730
	Iteration 18Q: 3 clusters Score -1.096455e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -10964772.000000 Penalty: 3705.698730
	Iteration 19Q: 3 clusters Score -1.096477e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -10964920.000000 Penalty: 3705.698730
	Iteration 20F: 3 clusters Score -1.096492e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -10965052.000000 Penalty: 3705.698730
	Iteration 21Q: 3 clusters Score -1.096505e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -10965153.000000 Penalty: 3705.698730
	Iteration 22Q: 3 clusters Score -1.096515e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -10965246.000000 Penalty: 3705.698730
	Iteration 23Q: 3 clusters Score -1.096525e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -10965307.000000 Penalty: 3705.698730
	Iteration 24Q: 3 clusters Score -1.096531e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -10965315.000000 Penalty: 3705.698730
	Iteration 25Q: 3 clusters Score -1.096532e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -10965377.000000 Penalty: 3705.698730
	Iteration 26Q: 3 clusters Score -1.096538e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -10965411.000000 Penalty: 3705.698730
	Iteration 27Q: 3 clusters Score -1.096541e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -10965402.000000 Penalty: 3705.698730
	Iteration 28Q: 3 clusters Score -1.09654e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -10965416.000000 Penalty: 3705.698730
	Iteration 29Q: 3 clusters Score -1.096542e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -10965407.000000 Penalty: 3705.698730
	Iteration 30Q: 3 clusters Score -1.096541e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -10965466.000000 Penalty: 3705.698730
	Iteration 31Q: 3 clusters Score -1.096547e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -10965536.000000 Penalty: 3705.698730
	Iteration 32Q: 3 clusters Score -1.096554e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -10965539.000000 Penalty: 3705.698730
	Iteration 33Q: 3 clusters Score -1.096554e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -10965551.000000 Penalty: 3705.698730
	Iteration 34Q: 3 clusters Score -1.096555e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -10965568.000000 Penalty: 3705.698730
	Iteration 35Q: 3 clusters Score -1.096557e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -10965574.000000 Penalty: 3705.698730
	Iteration 36Q: 3 clusters Score -1.096557e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -10965629.000000 Penalty: 3705.698730
	Iteration 37Q: 3 clusters Score -1.096563e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -10965652.000000 Penalty: 3705.698730
	Iteration 38Q: 3 clusters Score -1.096565e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -10965693.000000 Penalty: 3705.698730
	Iteration 39Q: 3 clusters Score -1.096569e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -10965713.000000 Penalty: 3705.698730
	Iteration 40F: 3 clusters Score -1.096571e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -10965745.000000 Penalty: 3705.698730
	Iteration 41Q: 3 clusters Score -1.096574e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -10965738.000000 Penalty: 3705.698730
	Iteration 42Q: 3 clusters Score -1.096574e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -10965760.000000 Penalty: 3705.698730
	Iteration 43Q: 3 clusters Score -1.096576e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -10965789.000000 Penalty: 3705.698730
	Iteration 44Q: 3 clusters Score -1.096579e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -10965813.000000 Penalty: 3705.698730
	Iteration 45Q: 3 clusters Score -1.096581e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -10965849.000000 Penalty: 3705.698730
	Iteration 46Q: 3 clusters Score -1.096585e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -10965860.000000 Penalty: 3705.698730
	Iteration 47Q: 3 clusters Score -1.096586e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -10965873.000000 Penalty: 3705.698730
	Iteration 48Q: 3 clusters Score -1.096587e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -10965880.000000 Penalty: 3705.698730
	Iteration 49Q: 3 clusters Score -1.096588e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -10965902.000000 Penalty: 3705.698730
	Iteration 50Q: 3 clusters Score -1.09659e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -10965927.000000 Penalty: 3705.698730
	Iteration 51Q: 3 clusters Score -1.096593e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -10965955.000000 Penalty: 3705.698730
	Iteration 52Q: 3 clusters Score -1.096596e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -10965965.000000 Penalty: 3705.698730
	Iteration 53Q: 3 clusters Score -1.096596e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -10965981.000000 Penalty: 3705.698730
	Iteration 54Q: 3 clusters Score -1.096598e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -10966010.000000 Penalty: 3705.698730
	Iteration 55Q: 3 clusters Score -1.096601e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -10966026.000000 Penalty: 3705.698730
	Iteration 56Q: 3 clusters Score -1.096603e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -10966066.000000 Penalty: 3705.698730
	Iteration 57Q: 3 clusters Score -1.096607e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -10966064.000000 Penalty: 3705.698730
	Iteration 58Q: 3 clusters Score -1.096606e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -10966084.000000 Penalty: 3705.698730
	Iteration 59Q: 3 clusters Score -1.096608e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -10966178.000000 Penalty: 3705.698730
	Iteration 60F: 3 clusters Score -1.096618e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -10966181.000000 Penalty: 3705.698730
	Iteration 61Q: 3 clusters Score -1.096618e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 71720 members 
Entering Unmasked Estep 
Score: -10966207.000000 Penalty: 3705.698730
	Iteration 62Q: 3 clusters Score -1.096621e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -10966269.000000 Penalty: 3705.698730
	Iteration 63Q: 3 clusters Score -1.096627e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -10966353.000000 Penalty: 3705.698730
	Iteration 64Q: 3 clusters Score -1.096635e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -10966425.000000 Penalty: 3705.698730
	Iteration 65Q: 3 clusters Score -1.096642e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 73048 members 
Entering Unmasked Estep 
Score: -10966482.000000 Penalty: 3705.698730
	Iteration 66Q: 3 clusters Score -1.096648e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -10966522.000000 Penalty: 3705.698730
	Iteration 67Q: 3 clusters Score -1.096652e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -10966546.000000 Penalty: 3705.698730
	Iteration 68Q: 3 clusters Score -1.096655e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -10966582.000000 Penalty: 3705.698730
	Iteration 69Q: 3 clusters Score -1.096658e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -10966650.000000 Penalty: 3705.698730
	Iteration 70Q: 3 clusters Score -1.096665e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -10966706.000000 Penalty: 3705.698730
	Iteration 71Q: 3 clusters Score -1.096671e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -10966736.000000 Penalty: 3705.698730
	Iteration 72Q: 3 clusters Score -1.096674e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -10966821.000000 Penalty: 3705.698730
	Iteration 73Q: 3 clusters Score -1.096682e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 76079 members 
Entering Unmasked Estep 
Score: -10966949.000000 Penalty: 3705.698730
	Iteration 74Q: 3 clusters Score -1.096695e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -10967024.000000 Penalty: 3705.698730
	Iteration 75Q: 3 clusters Score -1.096702e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -10967163.000000 Penalty: 3705.698730
	Iteration 76Q: 3 clusters Score -1.096716e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
Score: -10967315.000000 Penalty: 3705.698730
	Iteration 77Q: 3 clusters Score -1.096732e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -10967413.000000 Penalty: 3705.698730
	Iteration 78Q: 3 clusters Score -1.096741e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -10967500.000000 Penalty: 3705.698730
	Iteration 79Q: 3 clusters Score -1.09675e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -10967556.000000 Penalty: 3705.698730
	Iteration 80F: 3 clusters Score -1.096756e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -10967620.000000 Penalty: 3705.698730
	Iteration 81Q: 3 clusters Score -1.096762e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -10967682.000000 Penalty: 3705.698730
	Iteration 82Q: 3 clusters Score -1.096768e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -10967738.000000 Penalty: 3705.698730
	Iteration 83Q: 3 clusters Score -1.096774e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -10967796.000000 Penalty: 3705.698730
	Iteration 84Q: 3 clusters Score -1.09678e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
Score: -10967889.000000 Penalty: 3705.698730
	Iteration 85Q: 3 clusters Score -1.096789e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -10967970.000000 Penalty: 3705.698730
	Iteration 86Q: 3 clusters Score -1.096797e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -10968035.000000 Penalty: 3705.698730
	Iteration 87Q: 3 clusters Score -1.096804e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 80922 members 
Entering Unmasked Estep 
Score: -10968110.000000 Penalty: 3705.698730
	Iteration 88Q: 3 clusters Score -1.096811e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -10968206.000000 Penalty: 3705.698730
	Iteration 89Q: 3 clusters Score -1.096821e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -10968325.000000 Penalty: 3705.698730
	Iteration 90Q: 3 clusters Score -1.096832e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -10968415.000000 Penalty: 3705.698730
	Iteration 91Q: 3 clusters Score -1.096842e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -10968544.000000 Penalty: 3705.698730
	Iteration 92Q: 3 clusters Score -1.096854e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 82223 members 
Entering Unmasked Estep 
Score: -10968603.000000 Penalty: 3705.698730
	Iteration 93Q: 3 clusters Score -1.09686e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 82428 members 
Entering Unmasked Estep 
Score: -10968664.000000 Penalty: 3705.698730
	Iteration 94Q: 3 clusters Score -1.096866e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -10968758.000000 Penalty: 3705.698730
	Iteration 95Q: 3 clusters Score -1.096876e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -10968803.000000 Penalty: 3705.698730
	Iteration 96Q: 3 clusters Score -1.09688e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
Score: -10968883.000000 Penalty: 3705.698730
	Iteration 97Q: 3 clusters Score -1.096888e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -10968958.000000 Penalty: 3705.698730
	Iteration 98Q: 3 clusters Score -1.096896e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 83445 members 
Entering Unmasked Estep 
Score: -10968985.000000 Penalty: 3705.698730
	Iteration 99Q: 3 clusters Score -1.096898e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -10969030.000000 Penalty: 3705.698730
	Iteration 100F: 3 clusters Score -1.096903e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -10969070.000000 Penalty: 3705.698730
	Iteration 101Q: 3 clusters Score -1.096907e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -10969121.000000 Penalty: 3705.698730
	Iteration 102Q: 3 clusters Score -1.096912e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -10969150.000000 Penalty: 3705.698730
	Iteration 103Q: 3 clusters Score -1.096915e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 84297 members 
Entering Unmasked Estep 
Score: -10969184.000000 Penalty: 3705.698730
	Iteration 104Q: 3 clusters Score -1.096918e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 84473 members 
Entering Unmasked Estep 
Score: -10969250.000000 Penalty: 3705.698730
	Iteration 105Q: 3 clusters Score -1.096925e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -10969308.000000 Penalty: 3705.698730
	Iteration 106Q: 3 clusters Score -1.096931e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -10969313.000000 Penalty: 3705.698730
	Iteration 107Q: 3 clusters Score -1.096931e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -10969318.000000 Penalty: 3705.698730
	Iteration 108Q: 3 clusters Score -1.096932e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -10969337.000000 Penalty: 3705.698730
	Iteration 109Q: 3 clusters Score -1.096934e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -10969363.000000 Penalty: 3705.698730
	Iteration 110Q: 3 clusters Score -1.096936e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -10969396.000000 Penalty: 3705.698730
	Iteration 111Q: 3 clusters Score -1.09694e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -10969411.000000 Penalty: 3705.698730
	Iteration 112Q: 3 clusters Score -1.096941e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -10969412.000000 Penalty: 3705.698730
	Iteration 113Q: 3 clusters Score -1.096941e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 85554 members 
Entering Unmasked Estep 
Score: -10969444.000000 Penalty: 3705.698730
	Iteration 114Q: 3 clusters Score -1.096944e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -10969449.000000 Penalty: 3705.698730
	Iteration 115Q: 3 clusters Score -1.096945e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -10969484.000000 Penalty: 3705.698730
	Iteration 116Q: 3 clusters Score -1.096948e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -10969500.000000 Penalty: 3705.698730
	Iteration 117Q: 3 clusters Score -1.09695e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -10969497.000000 Penalty: 3705.698730
	Iteration 118Q: 3 clusters Score -1.09695e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -10969534.000000 Penalty: 3705.698730
	Iteration 119Q: 3 clusters Score -1.096953e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 86110 members 
Entering Unmasked Estep 
Score: -10969564.000000 Penalty: 3705.698730
	Iteration 120F: 3 clusters Score -1.096956e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -10969572.000000 Penalty: 3705.698730
	Iteration 121Q: 3 clusters Score -1.096957e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
Score: -10969576.000000 Penalty: 3705.698730
	Iteration 122Q: 3 clusters Score -1.096958e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -10969584.000000 Penalty: 3705.698730
	Iteration 123Q: 3 clusters Score -1.096958e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 86376 members 
Entering Unmasked Estep 
Score: -10969573.000000 Penalty: 3705.698730
	Iteration 124Q: 3 clusters Score -1.096957e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -10969594.000000 Penalty: 3705.698730
	Iteration 125Q: 3 clusters Score -1.096959e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -10969604.000000 Penalty: 3705.698730
	Iteration 126Q: 3 clusters Score -1.09696e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -10969609.000000 Penalty: 3705.698730
	Iteration 127Q: 3 clusters Score -1.096961e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -10969610.000000 Penalty: 3705.698730
	Iteration 128Q: 3 clusters Score -1.096961e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -10969622.000000 Penalty: 3705.698730
	Iteration 129Q: 3 clusters Score -1.096962e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -10969628.000000 Penalty: 3705.698730
	Iteration 130Q: 3 clusters Score -1.096963e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -10969633.000000 Penalty: 3705.698730
	Iteration 131Q: 3 clusters Score -1.096963e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -10969639.000000 Penalty: 3705.698730
	Iteration 132Q: 3 clusters Score -1.096964e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -10969643.000000 Penalty: 3705.698730
	Iteration 133Q: 3 clusters Score -1.096964e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -10969652.000000 Penalty: 3705.698730
	Iteration 134Q: 3 clusters Score -1.096965e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -10969671.000000 Penalty: 3705.698730
	Iteration 135Q: 3 clusters Score -1.096967e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -10969668.000000 Penalty: 3705.698730
	Iteration 136Q: 3 clusters Score -1.096967e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -10969674.000000 Penalty: 3705.698730
	Iteration 137Q: 3 clusters Score -1.096967e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -10969685.000000 Penalty: 3705.698730
	Iteration 138Q: 3 clusters Score -1.096968e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -10969689.000000 Penalty: 3705.698730
	Iteration 139Q: 3 clusters Score -1.096969e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 87229 members 
Entering Unmasked Estep 
Score: -10969689.000000 Penalty: 3705.698730
	Iteration 140F: 3 clusters Score -1.096969e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
Score: -10969699.000000 Penalty: 3705.698730
	Iteration 141Q: 3 clusters Score -1.09697e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -10969720.000000 Penalty: 3705.698730
	Iteration 142Q: 3 clusters Score -1.096972e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -10969712.000000 Penalty: 3705.698730
	Iteration 143Q: 3 clusters Score -1.096971e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -10969715.000000 Penalty: 3705.698730
	Iteration 144Q: 3 clusters Score -1.096972e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -10969718.000000 Penalty: 3705.698730
	Iteration 145Q: 3 clusters Score -1.096972e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -10969726.000000 Penalty: 3705.698730
	Iteration 146Q: 3 clusters Score -1.096973e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 87641 members 
Entering Unmasked Estep 
Score: -10969742.000000 Penalty: 3705.698730
	Iteration 147Q: 3 clusters Score -1.096974e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -10969737.000000 Penalty: 3705.698730
	Iteration 148Q: 3 clusters Score -1.096974e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -10969745.000000 Penalty: 3705.698730
	Iteration 149Q: 3 clusters Score -1.096974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -10969758.000000 Penalty: 3705.698730
	Iteration 150Q: 3 clusters Score -1.096976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -10969762.000000 Penalty: 3705.698730
	Iteration 151Q: 3 clusters Score -1.096976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -10969768.000000 Penalty: 3705.698730
	Iteration 152Q: 3 clusters Score -1.096977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 87798 members 
Entering Unmasked Estep 
Score: -10969777.000000 Penalty: 3705.698730
	Iteration 153Q: 3 clusters Score -1.096978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -10969760.000000 Penalty: 3705.698730
	Iteration 154Q: 3 clusters Score -1.096976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 87827 members 
Entering Unmasked Estep 
Score: -10969760.000000 Penalty: 3705.698730
	Iteration 155Q: 3 clusters Score -1.096976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -10969750.000000 Penalty: 3705.698730
	Iteration 156Q: 3 clusters Score -1.096975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -10969749.000000 Penalty: 3705.698730
	Iteration 157Q: 3 clusters Score -1.096975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -10969761.000000 Penalty: 3705.698730
	Iteration 158Q: 3 clusters Score -1.096976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -10969756.000000 Penalty: 3705.698730
	Iteration 159Q: 3 clusters Score -1.096976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -10969758.000000 Penalty: 3705.698730
	Iteration 160F: 3 clusters Score -1.096976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -10969760.000000 Penalty: 3705.698730
	Iteration 161Q: 3 clusters Score -1.096976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -10969755.000000 Penalty: 3705.698730
	Iteration 162Q: 3 clusters Score -1.096976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -10969755.000000 Penalty: 3705.698730
	Iteration 163F: 3 clusters Score -1.096976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Entering Unmasked Estep 
Score: -701293.750000 Penalty: 1407.965942
	Iteration 0F: 2 clusters Score -701293.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -696843.312500 Penalty: 2815.931885
	Iteration 0F: 3 clusters Score -696843.3 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -698116.750000 Penalty: 2815.931885
	Iteration 1F: 3 clusters Score -698116.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -698406.187500 Penalty: 2815.931885
	Iteration 2F: 3 clusters Score -698406.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -698641.312500 Penalty: 2815.931885
	Iteration 3F: 3 clusters Score -698641.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -698831.687500 Penalty: 2815.931885
	Iteration 4F: 3 clusters Score -698831.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -699008.687500 Penalty: 2815.931885
	Iteration 5Q: 3 clusters Score -699008.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -699180.562500 Penalty: 2815.931885
	Iteration 6Q: 3 clusters Score -699180.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -699321.062500 Penalty: 2815.931885
	Iteration 7Q: 3 clusters Score -699321.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -699479.625000 Penalty: 2815.931885
	Iteration 8Q: 3 clusters Score -699479.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -699609.187500 Penalty: 2815.931885
	Iteration 9Q: 3 clusters Score -699609.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -699700.625000 Penalty: 2815.931885
	Iteration 10Q: 3 clusters Score -699700.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -699781.750000 Penalty: 2815.931885
	Iteration 11Q: 3 clusters Score -699781.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -699845.187500 Penalty: 2815.931885
	Iteration 12Q: 3 clusters Score -699845.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -699891.625000 Penalty: 2815.931885
	Iteration 13Q: 3 clusters Score -699891.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -699918.750000 Penalty: 2815.931885
	Iteration 14Q: 3 clusters Score -699918.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -699942.062500 Penalty: 2815.931885
	Iteration 15Q: 3 clusters Score -699942.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -699964.875000 Penalty: 2815.931885
	Iteration 16Q: 3 clusters Score -699964.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -699983.125000 Penalty: 2815.931885
	Iteration 17Q: 3 clusters Score -699983.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -699996.375000 Penalty: 2815.931885
	Iteration 18Q: 3 clusters Score -699996.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -700003.187500 Penalty: 2815.931885
	Iteration 19Q: 3 clusters Score -700003.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -700009.812500 Penalty: 2815.931885
	Iteration 20F: 3 clusters Score -700009.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -700017.250000 Penalty: 2815.931885
	Iteration 21Q: 3 clusters Score -700017.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -700023.437500 Penalty: 2815.931885
	Iteration 22Q: 3 clusters Score -700023.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -700028.500000 Penalty: 2815.931885
	Iteration 23Q: 3 clusters Score -700028.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -700034.500000 Penalty: 2815.931885
	Iteration 24Q: 3 clusters Score -700034.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -700037.625000 Penalty: 2815.931885
	Iteration 25Q: 3 clusters Score -700037.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -700042.937500 Penalty: 2815.931885
	Iteration 26Q: 3 clusters Score -700042.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -700046.000000 Penalty: 2815.931885
	Iteration 27Q: 3 clusters Score -700046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -700051.125000 Penalty: 2815.931885
	Iteration 28Q: 3 clusters Score -700051.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -700054.062500 Penalty: 2815.931885
	Iteration 29Q: 3 clusters Score -700054.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -700054.250000 Penalty: 2815.931885
	Iteration 30Q: 3 clusters Score -700054.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -700058.500000 Penalty: 2815.931885
	Iteration 31Q: 3 clusters Score -700058.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -700058.687500 Penalty: 2815.931885
	Iteration 32Q: 3 clusters Score -700058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -700059.875000 Penalty: 2815.931885
	Iteration 33Q: 3 clusters Score -700059.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -700063.875000 Penalty: 2815.931885
	Iteration 34Q: 3 clusters Score -700063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -700063.937500 Penalty: 2815.931885
	Iteration 35Q: 3 clusters Score -700063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -700065.625000 Penalty: 2815.931885
	Iteration 36Q: 3 clusters Score -700065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -700064.187500 Penalty: 2815.931885
	Iteration 37Q: 3 clusters Score -700064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -700063.562500 Penalty: 2815.931885
	Iteration 38Q: 3 clusters Score -700063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -700066.625000 Penalty: 2815.931885
	Iteration 39Q: 3 clusters Score -700066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -700066.000000 Penalty: 2815.931885
	Iteration 40F: 3 clusters Score -700066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -700065.937500 Penalty: 2815.931885
	Iteration 41Q: 3 clusters Score -700065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -700067.125000 Penalty: 2815.931885
	Iteration 42Q: 3 clusters Score -700067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -700066.062500 Penalty: 2815.931885
	Iteration 43Q: 3 clusters Score -700066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -700066.062500 Penalty: 2815.931885
	Iteration 44Q: 3 clusters Score -700066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -700069.312500 Penalty: 2815.931885
	Iteration 45Q: 3 clusters Score -700069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -700069.312500 Penalty: 2815.931885
	Iteration 46F: 3 clusters Score -700069.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (89780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Entering Unmasked Estep 
Score: -11240393.000000 Penalty: 1853.331543
	Iteration 0F: 2 clusters Score -1.124039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -11181765.000000 Penalty: 3706.663086
	Iteration 0F: 3 clusters Score -1.118176e+07 nChanged 42829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -11207000.000000 Penalty: 3706.663086
	Iteration 1F: 3 clusters Score -1.1207e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -11207783.000000 Penalty: 3706.663086
	Iteration 2Q: 3 clusters Score -1.120778e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -11208922.000000 Penalty: 3706.663086
	Iteration 3Q: 3 clusters Score -1.120892e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -11211053.000000 Penalty: 3706.663086
	Iteration 4F: 3 clusters Score -1.121105e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -11214651.000000 Penalty: 3706.663086
	Iteration 5F: 3 clusters Score -1.121465e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -11219799.000000 Penalty: 3706.663086
	Iteration 6F: 3 clusters Score -1.12198e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -11226125.000000 Penalty: 3706.663086
	Iteration 7F: 3 clusters Score -1.122612e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -11232198.000000 Penalty: 3706.663086
	Iteration 8F: 3 clusters Score -1.12322e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -11236667.000000 Penalty: 3706.663086
	Iteration 9Q: 3 clusters Score -1.123667e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88185 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -11238212.000000 Penalty: 3706.663086
	Iteration 10Q: 3 clusters Score -1.123821e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89035 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11238522.000000 Penalty: 3706.663086
	Iteration 11Q: 3 clusters Score -1.123852e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11238706.000000 Penalty: 3706.663086
	Iteration 12Q: 3 clusters Score -1.123871e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -11238785.000000 Penalty: 3706.663086
	Iteration 13Q: 3 clusters Score -1.123878e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89502 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11238830.000000 Penalty: 3706.663086
	Iteration 14Q: 3 clusters Score -1.123883e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11238866.000000 Penalty: 3706.663086
	Iteration 15Q: 3 clusters Score -1.123887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11238859.000000 Penalty: 3706.663086
	Iteration 16Q: 3 clusters Score -1.123886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11238863.000000 Penalty: 3706.663086
	Iteration 17Q: 3 clusters Score -1.123886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11238859.000000 Penalty: 3706.663086
	Iteration 18Q: 3 clusters Score -1.123886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89554 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11238870.000000 Penalty: 3706.663086
	Iteration 19Q: 3 clusters Score -1.123887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89551 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11238876.000000 Penalty: 3706.663086
	Iteration 20F: 3 clusters Score -1.123888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11238877.000000 Penalty: 3706.663086
	Iteration 21Q: 3 clusters Score -1.123888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11238880.000000 Penalty: 3706.663086
	Iteration 22Q: 3 clusters Score -1.123888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11238870.000000 Penalty: 3706.663086
	Iteration 23Q: 3 clusters Score -1.123887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11238870.000000 Penalty: 3706.663086
	Iteration 24F: 3 clusters Score -1.123887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11887.512695 Penalty: 795.898987
	Iteration 0F: 2 clusters Score -11887.51 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 71 members 
Entering Unmasked Estep 
Score: -11352.593750 Penalty: 1591.797974
	Iteration 0F: 3 clusters Score -11352.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11397.845703 Penalty: 1591.797974
	Iteration 1F: 3 clusters Score -11397.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (87072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Entering Unmasked Estep 
Score: -10817491.000000 Penalty: 1848.354736
	Iteration 0F: 2 clusters Score -1.081749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -10760524.000000 Penalty: 3696.709473
	Iteration 0F: 3 clusters Score -1.076052e+07 nChanged 41452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -10784629.000000 Penalty: 3696.709473
	Iteration 1F: 3 clusters Score -1.078463e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -10785221.000000 Penalty: 3696.709473
	Iteration 2Q: 3 clusters Score -1.078522e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -10786047.000000 Penalty: 3696.709473
	Iteration 3Q: 3 clusters Score -1.078605e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -10787421.000000 Penalty: 3696.709473
	Iteration 4Q: 3 clusters Score -1.078742e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -10789971.000000 Penalty: 3696.709473
	Iteration 5F: 3 clusters Score -1.078997e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -10794271.000000 Penalty: 3696.709473
	Iteration 6F: 3 clusters Score -1.079427e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -10800954.000000 Penalty: 3696.709473
	Iteration 7F: 3 clusters Score -1.080095e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -10808144.000000 Penalty: 3696.709473
	Iteration 8F: 3 clusters Score -1.080814e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -10813332.000000 Penalty: 3696.709473
	Iteration 9F: 3 clusters Score -1.081333e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10815150.000000 Penalty: 3696.709473
	Iteration 10Q: 3 clusters Score -1.081515e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10815643.000000 Penalty: 3696.709473
	Iteration 11Q: 3 clusters Score -1.081564e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10815758.000000 Penalty: 3696.709473
	Iteration 12Q: 3 clusters Score -1.081576e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10815792.000000 Penalty: 3696.709473
	Iteration 13Q: 3 clusters Score -1.081579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10815816.000000 Penalty: 3696.709473
	Iteration 14Q: 3 clusters Score -1.081582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10815833.000000 Penalty: 3696.709473
	Iteration 15Q: 3 clusters Score -1.081583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10815850.000000 Penalty: 3696.709473
	Iteration 16Q: 3 clusters Score -1.081585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86918 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10815853.000000 Penalty: 3696.709473
	Iteration 17Q: 3 clusters Score -1.081585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10815874.000000 Penalty: 3696.709473
	Iteration 18Q: 3 clusters Score -1.081587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10815879.000000 Penalty: 3696.709473
	Iteration 19Q: 3 clusters Score -1.081588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10815872.000000 Penalty: 3696.709473
	Iteration 20F: 3 clusters Score -1.081587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10815877.000000 Penalty: 3696.709473
	Iteration 21Q: 3 clusters Score -1.081588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10815877.000000 Penalty: 3696.709473
	Iteration 22Q: 3 clusters Score -1.081588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10815877.000000 Penalty: 3696.709473
	Iteration 23Q: 3 clusters Score -1.081588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10815880.000000 Penalty: 3696.709473
	Iteration 24Q: 3 clusters Score -1.081588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10815876.000000 Penalty: 3696.709473
	Iteration 25Q: 3 clusters Score -1.081588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10815881.000000 Penalty: 3696.709473
	Iteration 26Q: 3 clusters Score -1.081588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10815886.000000 Penalty: 3696.709473
	Iteration 27Q: 3 clusters Score -1.081589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10815891.000000 Penalty: 3696.709473
	Iteration 28Q: 3 clusters Score -1.081589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10815891.000000 Penalty: 3696.709473
	Iteration 29F: 3 clusters Score -1.081589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -21529.808594 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -21529.81 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 147 members 
Entering Unmasked Estep 
Score: -20728.958984 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -20728.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20912.882812 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -20912.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20984.896484 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -20984.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21025.939453 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -21025.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21070.496094 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -21070.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21114.136719 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -21114.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21146.994141 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -21146.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21185.630859 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -21185.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21192.869141 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -21192.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21193.841797 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -21193.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21193.841797 Penalty: 1858.033936
	Iteration 10F: 3 clusters Score -21193.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19077.257812 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -19077.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18366.398438 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -18366.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18504.392578 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -18504.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18534.587891 Penalty: 1743.942139
	Iteration 2Q: 3 clusters Score -18534.59 nChanged 5
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: -18546.675781 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -18546.68 nChanged 0
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: -18546.675781 Penalty: 1743.942139
	Iteration 4F: 3 clusters Score -18546.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (31088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Entering Unmasked Estep 
Score: -3956424.500000 Penalty: 1680.993774
	Iteration 0F: 2 clusters Score -3956424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3935528.500000 Penalty: 3361.987549
	Iteration 0F: 3 clusters Score -3935528 nChanged 14260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3943275.750000 Penalty: 3361.987549
	Iteration 1F: 3 clusters Score -3943276 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3943610.500000 Penalty: 3361.987549
	Iteration 2Q: 3 clusters Score -3943610 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3943900.250000 Penalty: 3361.987549
	Iteration 3Q: 3 clusters Score -3943900 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3944196.250000 Penalty: 3361.987549
	Iteration 4Q: 3 clusters Score -3944196 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3944507.000000 Penalty: 3361.987549
	Iteration 5Q: 3 clusters Score -3944507 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3944886.000000 Penalty: 3361.987549
	Iteration 6Q: 3 clusters Score -3944886 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -3945334.500000 Penalty: 3361.987549
	Iteration 7Q: 3 clusters Score -3945334 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3945991.750000 Penalty: 3361.987549
	Iteration 8Q: 3 clusters Score -3945992 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3946864.500000 Penalty: 3361.987549
	Iteration 9Q: 3 clusters Score -3946864 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -3947979.000000 Penalty: 3361.987549
	Iteration 10F: 3 clusters Score -3947979 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3949231.750000 Penalty: 3361.987549
	Iteration 11F: 3 clusters Score -3949232 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3950306.000000 Penalty: 3361.987549
	Iteration 12F: 3 clusters Score -3950306 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3951021.250000 Penalty: 3361.987549
	Iteration 13Q: 3 clusters Score -3951021 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3951413.000000 Penalty: 3361.987549
	Iteration 14Q: 3 clusters Score -3951413 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3951604.250000 Penalty: 3361.987549
	Iteration 15Q: 3 clusters Score -3951604 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3951726.500000 Penalty: 3361.987549
	Iteration 16Q: 3 clusters Score -3951726 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3951813.250000 Penalty: 3361.987549
	Iteration 17Q: 3 clusters Score -3951813 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3951889.250000 Penalty: 3361.987549
	Iteration 18Q: 3 clusters Score -3951889 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3951962.000000 Penalty: 3361.987549
	Iteration 19Q: 3 clusters Score -3951962 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3952017.250000 Penalty: 3361.987549
	Iteration 20F: 3 clusters Score -3952017 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3952081.000000 Penalty: 3361.987549
	Iteration 21Q: 3 clusters Score -3952081 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3952159.500000 Penalty: 3361.987549
	Iteration 22Q: 3 clusters Score -3952160 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3952222.500000 Penalty: 3361.987549
	Iteration 23Q: 3 clusters Score -3952222 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3952275.750000 Penalty: 3361.987549
	Iteration 24Q: 3 clusters Score -3952276 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3952315.750000 Penalty: 3361.987549
	Iteration 25Q: 3 clusters Score -3952316 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3952352.250000 Penalty: 3361.987549
	Iteration 26Q: 3 clusters Score -3952352 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3952392.000000 Penalty: 3361.987549
	Iteration 27Q: 3 clusters Score -3952392 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3952428.500000 Penalty: 3361.987549
	Iteration 28Q: 3 clusters Score -3952428 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3952458.500000 Penalty: 3361.987549
	Iteration 29Q: 3 clusters Score -3952458 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3952502.500000 Penalty: 3361.987549
	Iteration 30Q: 3 clusters Score -3952502 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3952534.750000 Penalty: 3361.987549
	Iteration 31Q: 3 clusters Score -3952535 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3952585.750000 Penalty: 3361.987549
	Iteration 32Q: 3 clusters Score -3952586 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -3952624.000000 Penalty: 3361.987549
	Iteration 33Q: 3 clusters Score -3952624 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3952652.750000 Penalty: 3361.987549
	Iteration 34Q: 3 clusters Score -3952653 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3952671.250000 Penalty: 3361.987549
	Iteration 35Q: 3 clusters Score -3952671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3952683.250000 Penalty: 3361.987549
	Iteration 36Q: 3 clusters Score -3952683 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3952700.250000 Penalty: 3361.987549
	Iteration 37Q: 3 clusters Score -3952700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3952723.750000 Penalty: 3361.987549
	Iteration 38Q: 3 clusters Score -3952724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3952730.250000 Penalty: 3361.987549
	Iteration 39Q: 3 clusters Score -3952730 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3952769.750000 Penalty: 3361.987549
	Iteration 40F: 3 clusters Score -3952770 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3952798.000000 Penalty: 3361.987549
	Iteration 41Q: 3 clusters Score -3952798 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3952827.000000 Penalty: 3361.987549
	Iteration 42Q: 3 clusters Score -3952827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3952860.500000 Penalty: 3361.987549
	Iteration 43Q: 3 clusters Score -3952860 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3952887.500000 Penalty: 3361.987549
	Iteration 44Q: 3 clusters Score -3952888 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3952910.500000 Penalty: 3361.987549
	Iteration 45Q: 3 clusters Score -3952910 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3952926.500000 Penalty: 3361.987549
	Iteration 46Q: 3 clusters Score -3952926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3952933.250000 Penalty: 3361.987549
	Iteration 47Q: 3 clusters Score -3952933 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3952961.250000 Penalty: 3361.987549
	Iteration 48Q: 3 clusters Score -3952961 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3952981.250000 Penalty: 3361.987549
	Iteration 49Q: 3 clusters Score -3952981 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3953017.250000 Penalty: 3361.987549
	Iteration 50Q: 3 clusters Score -3953017 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3953041.250000 Penalty: 3361.987549
	Iteration 51Q: 3 clusters Score -3953041 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3953075.000000 Penalty: 3361.987549
	Iteration 52Q: 3 clusters Score -3953075 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3953121.500000 Penalty: 3361.987549
	Iteration 53Q: 3 clusters Score -3953122 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3953146.750000 Penalty: 3361.987549
	Iteration 54Q: 3 clusters Score -3953147 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3953185.250000 Penalty: 3361.987549
	Iteration 55Q: 3 clusters Score -3953185 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3953220.250000 Penalty: 3361.987549
	Iteration 56Q: 3 clusters Score -3953220 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3953286.750000 Penalty: 3361.987549
	Iteration 57Q: 3 clusters Score -3953287 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3953349.500000 Penalty: 3361.987549
	Iteration 58Q: 3 clusters Score -3953350 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3953406.000000 Penalty: 3361.987549
	Iteration 59Q: 3 clusters Score -3953406 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3953467.250000 Penalty: 3361.987549
	Iteration 60F: 3 clusters Score -3953467 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3953523.750000 Penalty: 3361.987549
	Iteration 61Q: 3 clusters Score -3953524 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -3953587.500000 Penalty: 3361.987549
	Iteration 62Q: 3 clusters Score -3953588 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3953649.750000 Penalty: 3361.987549
	Iteration 63Q: 3 clusters Score -3953650 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3953721.250000 Penalty: 3361.987549
	Iteration 64Q: 3 clusters Score -3953721 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3953772.750000 Penalty: 3361.987549
	Iteration 65Q: 3 clusters Score -3953773 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3953837.500000 Penalty: 3361.987549
	Iteration 66Q: 3 clusters Score -3953838 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3953916.500000 Penalty: 3361.987549
	Iteration 67Q: 3 clusters Score -3953916 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3953978.750000 Penalty: 3361.987549
	Iteration 68Q: 3 clusters Score -3953979 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3954041.750000 Penalty: 3361.987549
	Iteration 69Q: 3 clusters Score -3954042 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3954110.500000 Penalty: 3361.987549
	Iteration 70Q: 3 clusters Score -3954110 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3954166.250000 Penalty: 3361.987549
	Iteration 71Q: 3 clusters Score -3954166 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3954220.250000 Penalty: 3361.987549
	Iteration 72Q: 3 clusters Score -3954220 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3954285.500000 Penalty: 3361.987549
	Iteration 73Q: 3 clusters Score -3954286 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -3954325.000000 Penalty: 3361.987549
	Iteration 74Q: 3 clusters Score -3954325 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3954364.000000 Penalty: 3361.987549
	Iteration 75Q: 3 clusters Score -3954364 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3954392.750000 Penalty: 3361.987549
	Iteration 76Q: 3 clusters Score -3954393 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3954427.750000 Penalty: 3361.987549
	Iteration 77Q: 3 clusters Score -3954428 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3954477.750000 Penalty: 3361.987549
	Iteration 78Q: 3 clusters Score -3954478 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3954515.750000 Penalty: 3361.987549
	Iteration 79Q: 3 clusters Score -3954516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3954552.000000 Penalty: 3361.987549
	Iteration 80F: 3 clusters Score -3954552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -3954587.250000 Penalty: 3361.987549
	Iteration 81Q: 3 clusters Score -3954587 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -3954621.750000 Penalty: 3361.987549
	Iteration 82Q: 3 clusters Score -3954622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3954647.500000 Penalty: 3361.987549
	Iteration 83Q: 3 clusters Score -3954648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -3954668.500000 Penalty: 3361.987549
	Iteration 84Q: 3 clusters Score -3954668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -3954689.000000 Penalty: 3361.987549
	Iteration 85Q: 3 clusters Score -3954689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -3954714.000000 Penalty: 3361.987549
	Iteration 86Q: 3 clusters Score -3954714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -3954722.250000 Penalty: 3361.987549
	Iteration 87Q: 3 clusters Score -3954722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -3954738.500000 Penalty: 3361.987549
	Iteration 88Q: 3 clusters Score -3954738 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -3954765.750000 Penalty: 3361.987549
	Iteration 89Q: 3 clusters Score -3954766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3954773.750000 Penalty: 3361.987549
	Iteration 90Q: 3 clusters Score -3954774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3954787.500000 Penalty: 3361.987549
	Iteration 91Q: 3 clusters Score -3954788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -3954791.250000 Penalty: 3361.987549
	Iteration 92Q: 3 clusters Score -3954791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3954804.500000 Penalty: 3361.987549
	Iteration 93Q: 3 clusters Score -3954804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3954812.750000 Penalty: 3361.987549
	Iteration 94Q: 3 clusters Score -3954813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -3954824.750000 Penalty: 3361.987549
	Iteration 95Q: 3 clusters Score -3954825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -3954844.750000 Penalty: 3361.987549
	Iteration 96Q: 3 clusters Score -3954845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -3954856.500000 Penalty: 3361.987549
	Iteration 97Q: 3 clusters Score -3954856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3954870.000000 Penalty: 3361.987549
	Iteration 98Q: 3 clusters Score -3954870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -3954884.000000 Penalty: 3361.987549
	Iteration 99Q: 3 clusters Score -3954884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3954891.250000 Penalty: 3361.987549
	Iteration 100F: 3 clusters Score -3954891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -3954894.000000 Penalty: 3361.987549
	Iteration 101Q: 3 clusters Score -3954894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3954912.750000 Penalty: 3361.987549
	Iteration 102Q: 3 clusters Score -3954913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3954923.750000 Penalty: 3361.987549
	Iteration 103Q: 3 clusters Score -3954924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3954934.750000 Penalty: 3361.987549
	Iteration 104Q: 3 clusters Score -3954935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3954955.500000 Penalty: 3361.987549
	Iteration 105Q: 3 clusters Score -3954956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3954967.500000 Penalty: 3361.987549
	Iteration 106Q: 3 clusters Score -3954968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -3954975.500000 Penalty: 3361.987549
	Iteration 107Q: 3 clusters Score -3954976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3954979.500000 Penalty: 3361.987549
	Iteration 108Q: 3 clusters Score -3954980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3954987.250000 Penalty: 3361.987549
	Iteration 109Q: 3 clusters Score -3954987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3954987.750000 Penalty: 3361.987549
	Iteration 110Q: 3 clusters Score -3954988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3954989.750000 Penalty: 3361.987549
	Iteration 111Q: 3 clusters Score -3954990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3954992.750000 Penalty: 3361.987549
	Iteration 112Q: 3 clusters Score -3954993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3954987.000000 Penalty: 3361.987549
	Iteration 113Q: 3 clusters Score -3954987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -3954993.000000 Penalty: 3361.987549
	Iteration 114Q: 3 clusters Score -3954993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -3954994.000000 Penalty: 3361.987549
	Iteration 115Q: 3 clusters Score -3954994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3954991.500000 Penalty: 3361.987549
	Iteration 116Q: 3 clusters Score -3954992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -3954993.000000 Penalty: 3361.987549
	Iteration 117Q: 3 clusters Score -3954993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3954994.250000 Penalty: 3361.987549
	Iteration 118Q: 3 clusters Score -3954994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3954995.250000 Penalty: 3361.987549
	Iteration 119Q: 3 clusters Score -3954995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -3954994.500000 Penalty: 3361.987549
	Iteration 120F: 3 clusters Score -3954994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -3954993.750000 Penalty: 3361.987549
	Iteration 121Q: 3 clusters Score -3954994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3954990.000000 Penalty: 3361.987549
	Iteration 122Q: 3 clusters Score -3954990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3954990.000000 Penalty: 3361.987549
	Iteration 123F: 3 clusters Score -3954990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -48587.109375 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -48587.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47599.101562 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -47599.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47821.273438 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -47821.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47926.671875 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -47926.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48000.953125 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -48000.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48050.593750 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -48050.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48080.652344 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -48080.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48090.847656 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -48090.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48099.960938 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -48099.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48104.359375 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -48104.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48107.742188 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -48107.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48108.289062 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -48108.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48108.289062 Penalty: 2011.852417
	Iteration 11F: 3 clusters Score -48108.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42124 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 48261 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83152 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19553 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84808 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91885 members 
Mstep: Class 22 contains 90577 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89514 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89780 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87072 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31088 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230936.000000 Penalty: 70941.500000
Iteration 399Q: 33 clusters Score -1.022309e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42124 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 48261 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83155 members 
Mstep: Class 14 contains 14051 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19555 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84813 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91884 members 
Mstep: Class 22 contains 90574 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89513 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89776 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87072 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31088 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230976.000000 Penalty: 70941.500000
Iteration 400F: 33 clusters Score -1.02231e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42123 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 48260 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83157 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84811 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91882 members 
Mstep: Class 22 contains 90572 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89511 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89781 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87073 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31091 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231000.000000 Penalty: 70941.500000
Iteration 401Q: 33 clusters Score -1.02231e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13872 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 48259 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83158 members 
Mstep: Class 14 contains 14051 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 84813 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91879 members 
Mstep: Class 22 contains 90570 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89508 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89780 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87077 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31095 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230928.000000 Penalty: 70941.500000
Iteration 402Q: 33 clusters Score -1.022309e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13870 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 48255 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83163 members 
Mstep: Class 14 contains 14048 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84812 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91877 members 
Mstep: Class 22 contains 90567 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89506 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89782 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87078 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31104 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230872.000000 Penalty: 70941.500000
Iteration 403Q: 33 clusters Score -1.022309e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13870 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42123 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 48254 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83166 members 
Mstep: Class 14 contains 14045 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84814 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91873 members 
Mstep: Class 22 contains 90569 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89502 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89783 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87078 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31107 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230824.000000 Penalty: 70941.500000
Iteration 404Q: 33 clusters Score -1.022308e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42123 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 48251 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83171 members 
Mstep: Class 14 contains 14045 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84815 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91868 members 
Mstep: Class 22 contains 90566 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89499 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89780 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87083 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31114 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230824.000000 Penalty: 70941.500000
Iteration 405Q: 33 clusters Score -1.022308e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42122 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 48249 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83174 members 
Mstep: Class 14 contains 14044 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84814 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91864 members 
Mstep: Class 22 contains 90562 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89497 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89780 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87087 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31122 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230848.000000 Penalty: 70941.500000
Iteration 406Q: 33 clusters Score -1.022308e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 48249 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83177 members 
Mstep: Class 14 contains 14044 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84815 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91857 members 
Mstep: Class 22 contains 90559 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89497 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89780 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87090 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31123 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230880.000000 Penalty: 70941.500000
Iteration 407Q: 33 clusters Score -1.022309e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42120 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48245 members 
Mstep: Class 10 contains 18519 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83179 members 
Mstep: Class 14 contains 14045 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19561 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84816 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91855 members 
Mstep: Class 22 contains 90551 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89497 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89779 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87090 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31136 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230760.000000 Penalty: 70941.500000
Iteration 408Q: 33 clusters Score -1.022308e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42119 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48242 members 
Mstep: Class 10 contains 18519 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83183 members 
Mstep: Class 14 contains 14045 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19562 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84816 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91853 members 
Mstep: Class 22 contains 90547 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89496 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89776 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87091 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31144 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230760.000000 Penalty: 70941.500000
Iteration 409Q: 33 clusters Score -1.022308e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48240 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83184 members 
Mstep: Class 14 contains 14046 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19562 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84816 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91854 members 
Mstep: Class 22 contains 90546 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89497 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89776 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87090 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31146 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230816.000000 Penalty: 70941.500000
Iteration 410Q: 33 clusters Score -1.022308e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48240 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83187 members 
Mstep: Class 14 contains 14045 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19562 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84817 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91854 members 
Mstep: Class 22 contains 90546 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89498 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89777 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87086 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31145 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230800.000000 Penalty: 70941.500000
Iteration 411Q: 33 clusters Score -1.022308e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42117 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48238 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83187 members 
Mstep: Class 14 contains 14045 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19562 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84816 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91850 members 
Mstep: Class 22 contains 90541 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89502 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89778 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87090 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31150 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230712.000000 Penalty: 70941.500000
Iteration 412Q: 33 clusters Score -1.022307e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42116 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48236 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83189 members 
Mstep: Class 14 contains 14044 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19561 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84815 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91849 members 
Mstep: Class 22 contains 90532 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89505 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89778 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87089 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31161 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230752.000000 Penalty: 70941.500000
Iteration 413Q: 33 clusters Score -1.022308e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42116 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48232 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83191 members 
Mstep: Class 14 contains 14045 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84815 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91846 members 
Mstep: Class 22 contains 90519 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89511 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89776 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87089 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31175 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230744.000000 Penalty: 70941.500000
Iteration 414Q: 33 clusters Score -1.022307e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42116 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48225 members 
Mstep: Class 10 contains 18517 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83193 members 
Mstep: Class 14 contains 14046 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84816 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91847 members 
Mstep: Class 22 contains 90517 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89511 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89772 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87088 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31184 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230728.000000 Penalty: 70941.500000
Iteration 415Q: 33 clusters Score -1.022307e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42117 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48218 members 
Mstep: Class 10 contains 18516 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83196 members 
Mstep: Class 14 contains 14049 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84816 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91846 members 
Mstep: Class 22 contains 90504 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89508 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89768 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87091 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31202 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230768.000000 Penalty: 70941.500000
Iteration 416Q: 33 clusters Score -1.022308e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42117 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48208 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83196 members 
Mstep: Class 14 contains 14046 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84816 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91845 members 
Mstep: Class 22 contains 90494 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89514 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89767 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87093 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31222 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230768.000000 Penalty: 70941.500000
Iteration 417Q: 33 clusters Score -1.022308e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42117 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 18514 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83196 members 
Mstep: Class 14 contains 14045 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19559 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84814 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91844 members 
Mstep: Class 22 contains 90489 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89514 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89770 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87094 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31236 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230736.000000 Penalty: 70941.500000
Iteration 418Q: 33 clusters Score -1.022307e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42114 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48189 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83198 members 
Mstep: Class 14 contains 14041 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84813 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91841 members 
Mstep: Class 22 contains 90481 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89518 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89770 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87096 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31256 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230776.000000 Penalty: 70941.500000
Iteration 419Q: 33 clusters Score -1.022308e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13868 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42113 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 48181 members 
Mstep: Class 10 contains 18512 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83199 members 
Mstep: Class 14 contains 14039 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84812 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91842 members 
Mstep: Class 22 contains 90473 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89523 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89771 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87091 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31276 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230776.000000 Penalty: 70941.500000
Iteration 420F: 33 clusters Score -1.022308e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13868 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42113 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 48175 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83201 members 
Mstep: Class 14 contains 14038 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19564 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84810 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91842 members 
Mstep: Class 22 contains 90460 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89527 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89771 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87085 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31294 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230752.000000 Penalty: 70941.500000
Iteration 421Q: 33 clusters Score -1.022308e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13868 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42113 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 48164 members 
Mstep: Class 10 contains 18508 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83200 members 
Mstep: Class 14 contains 14037 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19565 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84810 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91844 members 
Mstep: Class 22 contains 90453 members 
Mstep: Class 23 contains 4107 members 
Mstep: Class 24 contains 89525 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89766 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87088 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31316 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230792.000000 Penalty: 70941.500000
Iteration 422Q: 33 clusters Score -1.022308e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42113 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 48151 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83201 members 
Mstep: Class 14 contains 14035 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19567 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84813 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91843 members 
Mstep: Class 22 contains 90446 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89517 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89763 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87091 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31341 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230824.000000 Penalty: 70941.500000
Iteration 423Q: 33 clusters Score -1.022308e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42112 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 48142 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83200 members 
Mstep: Class 14 contains 14028 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19567 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84813 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91840 members 
Mstep: Class 22 contains 90448 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89518 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89761 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87096 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31355 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230864.000000 Penalty: 70941.500000
Iteration 424Q: 33 clusters Score -1.022309e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13869 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42112 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 48137 members 
Mstep: Class 10 contains 18508 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83201 members 
Mstep: Class 14 contains 14022 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19566 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84815 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91838 members 
Mstep: Class 22 contains 90442 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89517 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89761 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87097 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31372 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230848.000000 Penalty: 70941.500000
Iteration 425Q: 33 clusters Score -1.022308e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13868 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42113 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 48120 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83202 members 
Mstep: Class 14 contains 14018 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19566 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84815 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91837 members 
Mstep: Class 22 contains 90442 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89511 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89760 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87098 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31397 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230832.000000 Penalty: 70941.500000
Iteration 426Q: 33 clusters Score -1.022308e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42113 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 18509 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83206 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19567 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84815 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91836 members 
Mstep: Class 22 contains 90443 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89499 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89757 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87100 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31418 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230840.000000 Penalty: 70941.500000
Iteration 427Q: 33 clusters Score -1.022308e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42110 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 48093 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83205 members 
Mstep: Class 14 contains 14018 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19568 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84818 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91837 members 
Mstep: Class 22 contains 90451 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89501 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 89756 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87099 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31427 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230808.000000 Penalty: 70941.500000
Iteration 428Q: 33 clusters Score -1.022308e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42110 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 48080 members 
Mstep: Class 10 contains 18508 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83210 members 
Mstep: Class 14 contains 14019 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19569 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84815 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91839 members 
Mstep: Class 22 contains 90453 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89496 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 89755 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87100 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31441 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230816.000000 Penalty: 70941.500000
Iteration 429Q: 33 clusters Score -1.022308e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42110 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 48070 members 
Mstep: Class 10 contains 18505 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83214 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19571 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84810 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91838 members 
Mstep: Class 22 contains 90449 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89488 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 89756 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87101 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31463 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230832.000000 Penalty: 70941.500000
Iteration 430Q: 33 clusters Score -1.022308e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42111 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 48058 members 
Mstep: Class 10 contains 18505 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83217 members 
Mstep: Class 14 contains 14021 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19571 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84807 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91837 members 
Mstep: Class 22 contains 90443 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89481 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89760 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87101 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31483 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230832.000000 Penalty: 70941.500000
Iteration 431Q: 33 clusters Score -1.022308e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42111 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 48049 members 
Mstep: Class 10 contains 18505 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83218 members 
Mstep: Class 14 contains 14023 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19572 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84808 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91835 members 
Mstep: Class 22 contains 90445 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89472 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89761 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87102 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31495 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230888.000000 Penalty: 70941.500000
Iteration 432Q: 33 clusters Score -1.022309e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42111 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 48044 members 
Mstep: Class 10 contains 18504 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83219 members 
Mstep: Class 14 contains 14026 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19572 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84808 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91834 members 
Mstep: Class 22 contains 90437 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89473 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89761 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87101 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31507 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230896.000000 Penalty: 70941.500000
Iteration 433Q: 33 clusters Score -1.022309e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42111 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 48033 members 
Mstep: Class 10 contains 18506 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83218 members 
Mstep: Class 14 contains 14026 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19572 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84806 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91834 members 
Mstep: Class 22 contains 90436 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89474 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89764 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87097 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31521 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230936.000000 Penalty: 70941.500000
Iteration 434Q: 33 clusters Score -1.022309e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42110 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48019 members 
Mstep: Class 10 contains 18506 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83221 members 
Mstep: Class 14 contains 14023 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19572 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84806 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91834 members 
Mstep: Class 22 contains 90438 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89477 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89764 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87093 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31535 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230944.000000 Penalty: 70941.500000
Iteration 435Q: 33 clusters Score -1.022309e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42108 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48018 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83222 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19571 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84806 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91835 members 
Mstep: Class 22 contains 90440 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89478 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89763 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87092 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31537 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230936.000000 Penalty: 70941.500000
Iteration 436Q: 33 clusters Score -1.022309e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42104 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48016 members 
Mstep: Class 10 contains 18509 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83225 members 
Mstep: Class 14 contains 14017 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19573 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84807 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91826 members 
Mstep: Class 22 contains 90446 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89481 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89762 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87095 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31536 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230928.000000 Penalty: 70941.500000
Iteration 437Q: 33 clusters Score -1.022309e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42104 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48011 members 
Mstep: Class 10 contains 18509 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83226 members 
Mstep: Class 14 contains 14015 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19573 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84809 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91816 members 
Mstep: Class 22 contains 90448 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89486 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89760 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87101 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31539 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231000.000000 Penalty: 70941.500000
Iteration 438Q: 33 clusters Score -1.02231e+08 nChanged 64
Entering ConstructFrom: 
Score: -102231000.000000 Penalty: 70941.500000
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -46536.000000 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -46536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45616.273438 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -45616.27 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46198.503906 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -46198.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46726.308594 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -46726.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47080.812500 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -47080.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47231.667969 Penalty: 2033.741943
	Iteration 4F: 3 clusters Score -47231.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47359.351562 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -47359.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47390.277344 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -47390.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47417.210938 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -47417.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47426.117188 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -47426.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47426.117188 Penalty: 2033.741943
	Iteration 9F: 3 clusters Score -47426.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42104 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48003 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83228 members 
Mstep: Class 14 contains 14014 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19574 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84813 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91813 members 
Mstep: Class 22 contains 90444 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89487 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87102 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31553 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 200 members 
Entering Unmasked Estep 
Score: -102230712.000000 Penalty: 73158.421875
Splitting cluster 1 changes total score from -102231000.000000 to -102230712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Entering Unmasked Estep 
Score: -1678778.250000 Penalty: 1549.805786
	Iteration 0F: 2 clusters Score -1678778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1669074.375000 Penalty: 3099.611572
	Iteration 0F: 3 clusters Score -1669074 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1672393.125000 Penalty: 3099.611572
	Iteration 1F: 3 clusters Score -1672393 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1672651.125000 Penalty: 3099.611572
	Iteration 2F: 3 clusters Score -1672651 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1672848.875000 Penalty: 3099.611572
	Iteration 3Q: 3 clusters Score -1672849 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1673007.000000 Penalty: 3099.611572
	Iteration 4Q: 3 clusters Score -1673007 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1673170.000000 Penalty: 3099.611572
	Iteration 5Q: 3 clusters Score -1673170 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1673333.375000 Penalty: 3099.611572
	Iteration 6Q: 3 clusters Score -1673333 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1673531.875000 Penalty: 3099.611572
	Iteration 7Q: 3 clusters Score -1673532 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1673759.125000 Penalty: 3099.611572
	Iteration 8Q: 3 clusters Score -1673759 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1674075.375000 Penalty: 3099.611572
	Iteration 9Q: 3 clusters Score -1674075 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1674488.625000 Penalty: 3099.611572
	Iteration 10Q: 3 clusters Score -1674489 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1675038.625000 Penalty: 3099.611572
	Iteration 11F: 3 clusters Score -1675039 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1675634.875000 Penalty: 3099.611572
	Iteration 12F: 3 clusters Score -1675635 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1676174.375000 Penalty: 3099.611572
	Iteration 13Q: 3 clusters Score -1676174 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1676572.500000 Penalty: 3099.611572
	Iteration 14Q: 3 clusters Score -1676572 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1676841.750000 Penalty: 3099.611572
	Iteration 15Q: 3 clusters Score -1676842 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1677021.250000 Penalty: 3099.611572
	Iteration 16Q: 3 clusters Score -1677021 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1677170.250000 Penalty: 3099.611572
	Iteration 17Q: 3 clusters Score -1677170 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1677282.125000 Penalty: 3099.611572
	Iteration 18Q: 3 clusters Score -1677282 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1677368.250000 Penalty: 3099.611572
	Iteration 19Q: 3 clusters Score -1677368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1677445.625000 Penalty: 3099.611572
	Iteration 20F: 3 clusters Score -1677446 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1677510.250000 Penalty: 3099.611572
	Iteration 21Q: 3 clusters Score -1677510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1677541.000000 Penalty: 3099.611572
	Iteration 22Q: 3 clusters Score -1677541 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1677568.500000 Penalty: 3099.611572
	Iteration 23Q: 3 clusters Score -1677568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1677580.250000 Penalty: 3099.611572
	Iteration 24Q: 3 clusters Score -1677580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1677594.875000 Penalty: 3099.611572
	Iteration 25Q: 3 clusters Score -1677595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1677600.125000 Penalty: 3099.611572
	Iteration 26Q: 3 clusters Score -1677600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1677618.625000 Penalty: 3099.611572
	Iteration 27Q: 3 clusters Score -1677619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1677633.000000 Penalty: 3099.611572
	Iteration 28Q: 3 clusters Score -1677633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1677642.875000 Penalty: 3099.611572
	Iteration 29Q: 3 clusters Score -1677643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1677657.125000 Penalty: 3099.611572
	Iteration 30Q: 3 clusters Score -1677657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1677664.500000 Penalty: 3099.611572
	Iteration 31Q: 3 clusters Score -1677664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1677674.875000 Penalty: 3099.611572
	Iteration 32Q: 3 clusters Score -1677675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1677682.125000 Penalty: 3099.611572
	Iteration 33Q: 3 clusters Score -1677682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1677690.000000 Penalty: 3099.611572
	Iteration 34Q: 3 clusters Score -1677690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1677691.875000 Penalty: 3099.611572
	Iteration 35Q: 3 clusters Score -1677692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1677690.875000 Penalty: 3099.611572
	Iteration 36Q: 3 clusters Score -1677691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1677695.625000 Penalty: 3099.611572
	Iteration 37Q: 3 clusters Score -1677696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1677695.625000 Penalty: 3099.611572
	Iteration 38Q: 3 clusters Score -1677696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1677693.125000 Penalty: 3099.611572
	Iteration 39Q: 3 clusters Score -1677693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1677696.375000 Penalty: 3099.611572
	Iteration 40F: 3 clusters Score -1677696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1677695.000000 Penalty: 3099.611572
	Iteration 41Q: 3 clusters Score -1677695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1677695.375000 Penalty: 3099.611572
	Iteration 42Q: 3 clusters Score -1677695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1677697.375000 Penalty: 3099.611572
	Iteration 43Q: 3 clusters Score -1677697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1677699.125000 Penalty: 3099.611572
	Iteration 44Q: 3 clusters Score -1677699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1677700.250000 Penalty: 3099.611572
	Iteration 45Q: 3 clusters Score -1677700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1677700.250000 Penalty: 3099.611572
	Iteration 46F: 3 clusters Score -1677700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -394411.312500 Penalty: 1320.943115
	Iteration 0F: 2 clusters Score -394411.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -391476.000000 Penalty: 2641.886230
	Iteration 0F: 3 clusters Score -391476 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -392209.375000 Penalty: 2641.886230
	Iteration 1F: 3 clusters Score -392209.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -392420.843750 Penalty: 2641.886230
	Iteration 2F: 3 clusters Score -392420.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -392594.656250 Penalty: 2641.886230
	Iteration 3F: 3 clusters Score -392594.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -392737.187500 Penalty: 2641.886230
	Iteration 4F: 3 clusters Score -392737.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -392843.500000 Penalty: 2641.886230
	Iteration 5Q: 3 clusters Score -392843.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -392930.468750 Penalty: 2641.886230
	Iteration 6Q: 3 clusters Score -392930.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -392982.125000 Penalty: 2641.886230
	Iteration 7Q: 3 clusters Score -392982.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -393009.531250 Penalty: 2641.886230
	Iteration 8Q: 3 clusters Score -393009.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -393030.656250 Penalty: 2641.886230
	Iteration 9Q: 3 clusters Score -393030.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -393056.531250 Penalty: 2641.886230
	Iteration 10Q: 3 clusters Score -393056.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -393074.437500 Penalty: 2641.886230
	Iteration 11Q: 3 clusters Score -393074.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -393085.750000 Penalty: 2641.886230
	Iteration 12Q: 3 clusters Score -393085.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -393096.156250 Penalty: 2641.886230
	Iteration 13Q: 3 clusters Score -393096.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -393105.062500 Penalty: 2641.886230
	Iteration 14Q: 3 clusters Score -393105.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -393113.500000 Penalty: 2641.886230
	Iteration 15Q: 3 clusters Score -393113.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -393123.625000 Penalty: 2641.886230
	Iteration 16Q: 3 clusters Score -393123.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -393132.812500 Penalty: 2641.886230
	Iteration 17Q: 3 clusters Score -393132.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -393142.062500 Penalty: 2641.886230
	Iteration 18Q: 3 clusters Score -393142.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -393153.250000 Penalty: 2641.886230
	Iteration 19Q: 3 clusters Score -393153.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -393165.656250 Penalty: 2641.886230
	Iteration 20F: 3 clusters Score -393165.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -393172.843750 Penalty: 2641.886230
	Iteration 21Q: 3 clusters Score -393172.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -393178.062500 Penalty: 2641.886230
	Iteration 22Q: 3 clusters Score -393178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -393186.531250 Penalty: 2641.886230
	Iteration 23Q: 3 clusters Score -393186.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -393193.843750 Penalty: 2641.886230
	Iteration 24Q: 3 clusters Score -393193.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -393203.062500 Penalty: 2641.886230
	Iteration 25Q: 3 clusters Score -393203.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -393211.218750 Penalty: 2641.886230
	Iteration 26Q: 3 clusters Score -393211.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -393217.875000 Penalty: 2641.886230
	Iteration 27Q: 3 clusters Score -393217.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -393225.843750 Penalty: 2641.886230
	Iteration 28Q: 3 clusters Score -393225.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -393231.468750 Penalty: 2641.886230
	Iteration 29Q: 3 clusters Score -393231.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -393235.312500 Penalty: 2641.886230
	Iteration 30Q: 3 clusters Score -393235.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -393240.500000 Penalty: 2641.886230
	Iteration 31Q: 3 clusters Score -393240.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -393247.468750 Penalty: 2641.886230
	Iteration 32Q: 3 clusters Score -393247.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -393248.218750 Penalty: 2641.886230
	Iteration 33Q: 3 clusters Score -393248.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -393250.843750 Penalty: 2641.886230
	Iteration 34Q: 3 clusters Score -393250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -393252.500000 Penalty: 2641.886230
	Iteration 35Q: 3 clusters Score -393252.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -393254.187500 Penalty: 2641.886230
	Iteration 36Q: 3 clusters Score -393254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -393255.531250 Penalty: 2641.886230
	Iteration 37Q: 3 clusters Score -393255.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -393258.156250 Penalty: 2641.886230
	Iteration 38Q: 3 clusters Score -393258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -393259.625000 Penalty: 2641.886230
	Iteration 39Q: 3 clusters Score -393259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -393259.781250 Penalty: 2641.886230
	Iteration 40F: 3 clusters Score -393259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -165548.781250 Penalty: 1182.440430
	Iteration 0F: 2 clusters Score -165548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -163814.625000 Penalty: 2364.880859
	Iteration 0F: 3 clusters Score -163814.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -164276.062500 Penalty: 2364.880859
	Iteration 1F: 3 clusters Score -164276.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -164415.390625 Penalty: 2364.880859
	Iteration 2F: 3 clusters Score -164415.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -164500.000000 Penalty: 2364.880859
	Iteration 3Q: 3 clusters Score -164500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -164590.156250 Penalty: 2364.880859
	Iteration 4Q: 3 clusters Score -164590.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -164689.578125 Penalty: 2364.880859
	Iteration 5Q: 3 clusters Score -164689.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -164789.796875 Penalty: 2364.880859
	Iteration 6Q: 3 clusters Score -164789.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -164842.312500 Penalty: 2364.880859
	Iteration 7Q: 3 clusters Score -164842.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -164893.125000 Penalty: 2364.880859
	Iteration 8Q: 3 clusters Score -164893.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -164921.187500 Penalty: 2364.880859
	Iteration 9Q: 3 clusters Score -164921.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -164942.125000 Penalty: 2364.880859
	Iteration 10Q: 3 clusters Score -164942.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -164968.750000 Penalty: 2364.880859
	Iteration 11Q: 3 clusters Score -164968.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -164984.000000 Penalty: 2364.880859
	Iteration 12Q: 3 clusters Score -164984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -164999.406250 Penalty: 2364.880859
	Iteration 13Q: 3 clusters Score -164999.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -165008.531250 Penalty: 2364.880859
	Iteration 14Q: 3 clusters Score -165008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -165016.109375 Penalty: 2364.880859
	Iteration 15Q: 3 clusters Score -165016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -165020.343750 Penalty: 2364.880859
	Iteration 16Q: 3 clusters Score -165020.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -165024.734375 Penalty: 2364.880859
	Iteration 17Q: 3 clusters Score -165024.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -165029.625000 Penalty: 2364.880859
	Iteration 18Q: 3 clusters Score -165029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -165033.343750 Penalty: 2364.880859
	Iteration 19Q: 3 clusters Score -165033.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -165040.093750 Penalty: 2364.880859
	Iteration 20F: 3 clusters Score -165040.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -165060.593750 Penalty: 2364.880859
	Iteration 21Q: 3 clusters Score -165060.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -165092.171875 Penalty: 2364.880859
	Iteration 22Q: 3 clusters Score -165092.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -165110.218750 Penalty: 2364.880859
	Iteration 23Q: 3 clusters Score -165110.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -165129.343750 Penalty: 2364.880859
	Iteration 24Q: 3 clusters Score -165129.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -165143.406250 Penalty: 2364.880859
	Iteration 25Q: 3 clusters Score -165143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -165152.656250 Penalty: 2364.880859
	Iteration 26Q: 3 clusters Score -165152.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -165162.078125 Penalty: 2364.880859
	Iteration 27Q: 3 clusters Score -165162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -165174.218750 Penalty: 2364.880859
	Iteration 28Q: 3 clusters Score -165174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -165180.765625 Penalty: 2364.880859
	Iteration 29Q: 3 clusters Score -165180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -165185.390625 Penalty: 2364.880859
	Iteration 30Q: 3 clusters Score -165185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -165186.812500 Penalty: 2364.880859
	Iteration 31Q: 3 clusters Score -165186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -165188.828125 Penalty: 2364.880859
	Iteration 32Q: 3 clusters Score -165188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -165190.312500 Penalty: 2364.880859
	Iteration 33Q: 3 clusters Score -165190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -165190.562500 Penalty: 2364.880859
	Iteration 34Q: 3 clusters Score -165190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -165190.562500 Penalty: 2364.880859
	Iteration 35F: 3 clusters Score -165190.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Entering Unmasked Estep 
Score: -5207760.000000 Penalty: 1730.283325
	Iteration 0F: 2 clusters Score -5207760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5179792.000000 Penalty: 3460.566650
	Iteration 0F: 3 clusters Score -5179792 nChanged 19507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -5190283.500000 Penalty: 3460.566650
	Iteration 1F: 3 clusters Score -5190284 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -5190682.000000 Penalty: 3460.566650
	Iteration 2Q: 3 clusters Score -5190682 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5191080.500000 Penalty: 3460.566650
	Iteration 3Q: 3 clusters Score -5191080 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5191584.000000 Penalty: 3460.566650
	Iteration 4Q: 3 clusters Score -5191584 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -5192253.000000 Penalty: 3460.566650
	Iteration 5Q: 3 clusters Score -5192253 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -5193178.500000 Penalty: 3460.566650
	Iteration 6Q: 3 clusters Score -5193178 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -5194600.500000 Penalty: 3460.566650
	Iteration 7F: 3 clusters Score -5194600 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -5196609.500000 Penalty: 3460.566650
	Iteration 8F: 3 clusters Score -5196610 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -5198657.500000 Penalty: 3460.566650
	Iteration 9F: 3 clusters Score -5198658 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -5199904.000000 Penalty: 3460.566650
	Iteration 10F: 3 clusters Score -5199904 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -5200443.000000 Penalty: 3460.566650
	Iteration 11Q: 3 clusters Score -5200443 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -5200680.000000 Penalty: 3460.566650
	Iteration 12Q: 3 clusters Score -5200680 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -5200872.500000 Penalty: 3460.566650
	Iteration 13Q: 3 clusters Score -5200872 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -5201065.500000 Penalty: 3460.566650
	Iteration 14Q: 3 clusters Score -5201066 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5201239.000000 Penalty: 3460.566650
	Iteration 15Q: 3 clusters Score -5201239 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5201446.500000 Penalty: 3460.566650
	Iteration 16Q: 3 clusters Score -5201446 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -5201597.500000 Penalty: 3460.566650
	Iteration 17Q: 3 clusters Score -5201598 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -5201762.000000 Penalty: 3460.566650
	Iteration 18Q: 3 clusters Score -5201762 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -5201959.500000 Penalty: 3460.566650
	Iteration 19Q: 3 clusters Score -5201960 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -5202122.500000 Penalty: 3460.566650
	Iteration 20F: 3 clusters Score -5202122 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -5202325.500000 Penalty: 3460.566650
	Iteration 21Q: 3 clusters Score -5202326 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -5202489.000000 Penalty: 3460.566650
	Iteration 22Q: 3 clusters Score -5202489 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -5202624.000000 Penalty: 3460.566650
	Iteration 23Q: 3 clusters Score -5202624 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -5202804.500000 Penalty: 3460.566650
	Iteration 24Q: 3 clusters Score -5202804 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -5202953.500000 Penalty: 3460.566650
	Iteration 25Q: 3 clusters Score -5202954 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -5203155.000000 Penalty: 3460.566650
	Iteration 26Q: 3 clusters Score -5203155 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -5203328.500000 Penalty: 3460.566650
	Iteration 27Q: 3 clusters Score -5203328 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -5203487.500000 Penalty: 3460.566650
	Iteration 28Q: 3 clusters Score -5203488 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -5203649.000000 Penalty: 3460.566650
	Iteration 29Q: 3 clusters Score -5203649 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -5203775.500000 Penalty: 3460.566650
	Iteration 30Q: 3 clusters Score -5203776 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -5203935.500000 Penalty: 3460.566650
	Iteration 31Q: 3 clusters Score -5203936 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -5204076.500000 Penalty: 3460.566650
	Iteration 32Q: 3 clusters Score -5204076 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -5204209.500000 Penalty: 3460.566650
	Iteration 33Q: 3 clusters Score -5204210 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -5204354.000000 Penalty: 3460.566650
	Iteration 34Q: 3 clusters Score -5204354 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -5204521.000000 Penalty: 3460.566650
	Iteration 35Q: 3 clusters Score -5204521 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -5204691.000000 Penalty: 3460.566650
	Iteration 36Q: 3 clusters Score -5204691 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -5204859.000000 Penalty: 3460.566650
	Iteration 37Q: 3 clusters Score -5204859 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -5204991.500000 Penalty: 3460.566650
	Iteration 38Q: 3 clusters Score -5204992 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -5205132.500000 Penalty: 3460.566650
	Iteration 39Q: 3 clusters Score -5205132 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5205225.500000 Penalty: 3460.566650
	Iteration 40F: 3 clusters Score -5205226 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -5205306.000000 Penalty: 3460.566650
	Iteration 41Q: 3 clusters Score -5205306 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -5205382.000000 Penalty: 3460.566650
	Iteration 42Q: 3 clusters Score -5205382 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5205457.000000 Penalty: 3460.566650
	Iteration 43Q: 3 clusters Score -5205457 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5205511.000000 Penalty: 3460.566650
	Iteration 44Q: 3 clusters Score -5205511 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5205595.500000 Penalty: 3460.566650
	Iteration 45Q: 3 clusters Score -5205596 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5205674.500000 Penalty: 3460.566650
	Iteration 46Q: 3 clusters Score -5205674 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5205753.000000 Penalty: 3460.566650
	Iteration 47Q: 3 clusters Score -5205753 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5205814.000000 Penalty: 3460.566650
	Iteration 48Q: 3 clusters Score -5205814 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5205869.500000 Penalty: 3460.566650
	Iteration 49Q: 3 clusters Score -5205870 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5205918.500000 Penalty: 3460.566650
	Iteration 50Q: 3 clusters Score -5205918 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5205964.500000 Penalty: 3460.566650
	Iteration 51Q: 3 clusters Score -5205964 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5205984.500000 Penalty: 3460.566650
	Iteration 52Q: 3 clusters Score -5205984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5206029.500000 Penalty: 3460.566650
	Iteration 53Q: 3 clusters Score -5206030 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5206051.000000 Penalty: 3460.566650
	Iteration 54Q: 3 clusters Score -5206051 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5206073.500000 Penalty: 3460.566650
	Iteration 55Q: 3 clusters Score -5206074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5206112.500000 Penalty: 3460.566650
	Iteration 56Q: 3 clusters Score -5206112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5206130.000000 Penalty: 3460.566650
	Iteration 57Q: 3 clusters Score -5206130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5206145.000000 Penalty: 3460.566650
	Iteration 58Q: 3 clusters Score -5206145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5206161.000000 Penalty: 3460.566650
	Iteration 59Q: 3 clusters Score -5206161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5206158.500000 Penalty: 3460.566650
	Iteration 60F: 3 clusters Score -5206158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5206168.500000 Penalty: 3460.566650
	Iteration 61Q: 3 clusters Score -5206168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5206177.500000 Penalty: 3460.566650
	Iteration 62Q: 3 clusters Score -5206178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5206185.000000 Penalty: 3460.566650
	Iteration 63Q: 3 clusters Score -5206185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5206198.500000 Penalty: 3460.566650
	Iteration 64Q: 3 clusters Score -5206198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5206208.500000 Penalty: 3460.566650
	Iteration 65Q: 3 clusters Score -5206208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5206211.500000 Penalty: 3460.566650
	Iteration 66Q: 3 clusters Score -5206212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5206213.500000 Penalty: 3460.566650
	Iteration 67Q: 3 clusters Score -5206214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5206216.000000 Penalty: 3460.566650
	Iteration 68Q: 3 clusters Score -5206216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5206223.000000 Penalty: 3460.566650
	Iteration 69Q: 3 clusters Score -5206223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5206231.500000 Penalty: 3460.566650
	Iteration 70Q: 3 clusters Score -5206232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5206235.500000 Penalty: 3460.566650
	Iteration 71Q: 3 clusters Score -5206236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5206240.500000 Penalty: 3460.566650
	Iteration 72Q: 3 clusters Score -5206240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5206244.000000 Penalty: 3460.566650
	Iteration 73Q: 3 clusters Score -5206244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5206252.000000 Penalty: 3460.566650
	Iteration 74Q: 3 clusters Score -5206252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5206262.000000 Penalty: 3460.566650
	Iteration 75Q: 3 clusters Score -5206262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5206264.500000 Penalty: 3460.566650
	Iteration 76Q: 3 clusters Score -5206264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5206272.000000 Penalty: 3460.566650
	Iteration 77Q: 3 clusters Score -5206272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5206275.000000 Penalty: 3460.566650
	Iteration 78Q: 3 clusters Score -5206275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5206273.000000 Penalty: 3460.566650
	Iteration 79Q: 3 clusters Score -5206273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5206274.500000 Penalty: 3460.566650
	Iteration 80F: 3 clusters Score -5206274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5206277.000000 Penalty: 3460.566650
	Iteration 81Q: 3 clusters Score -5206277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5206277.000000 Penalty: 3460.566650
	Iteration 82F: 3 clusters Score -5206277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -235876.781250 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -235876.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -233746.765625 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -233746.8 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -234268.031250 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -234268 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -234424.625000 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -234424.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -234565.062500 Penalty: 2485.220215
	Iteration 3F: 3 clusters Score -234565.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -234732.515625 Penalty: 2485.220215
	Iteration 4F: 3 clusters Score -234732.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -234939.171875 Penalty: 2485.220215
	Iteration 5F: 3 clusters Score -234939.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -235108.421875 Penalty: 2485.220215
	Iteration 6F: 3 clusters Score -235108.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -235219.671875 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -235219.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -235275.421875 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -235275.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -235314.125000 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -235314.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -235338.812500 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -235338.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -235357.328125 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -235357.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -235373.859375 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -235373.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -235385.718750 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -235385.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -235393.968750 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -235394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -235399.031250 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -235399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -235405.359375 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -235405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -235407.843750 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -235407.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -235409.218750 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -235409.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -235410.281250 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -235410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -235410.203125 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -235410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -235410.656250 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -235410.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -235410.656250 Penalty: 2485.220215
	Iteration 22F: 3 clusters Score -235410.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -292483.468750 Penalty: 1272.637817
	Iteration 0F: 2 clusters Score -292483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -290080.156250 Penalty: 2545.275635
	Iteration 0F: 3 clusters Score -290080.2 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -290699.531250 Penalty: 2545.275635
	Iteration 1F: 3 clusters Score -290699.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -290898.625000 Penalty: 2545.275635
	Iteration 2F: 3 clusters Score -290898.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -291022.968750 Penalty: 2545.275635
	Iteration 3F: 3 clusters Score -291023 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -291143.125000 Penalty: 2545.275635
	Iteration 4Q: 3 clusters Score -291143.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -291261.906250 Penalty: 2545.275635
	Iteration 5Q: 3 clusters Score -291261.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -291367.437500 Penalty: 2545.275635
	Iteration 6Q: 3 clusters Score -291367.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -291439.156250 Penalty: 2545.275635
	Iteration 7Q: 3 clusters Score -291439.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -291493.031250 Penalty: 2545.275635
	Iteration 8Q: 3 clusters Score -291493 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -291536.218750 Penalty: 2545.275635
	Iteration 9Q: 3 clusters Score -291536.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -291566.906250 Penalty: 2545.275635
	Iteration 10Q: 3 clusters Score -291566.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -291598.031250 Penalty: 2545.275635
	Iteration 11Q: 3 clusters Score -291598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -291620.937500 Penalty: 2545.275635
	Iteration 12Q: 3 clusters Score -291620.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -291633.562500 Penalty: 2545.275635
	Iteration 13Q: 3 clusters Score -291633.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -291640.406250 Penalty: 2545.275635
	Iteration 14Q: 3 clusters Score -291640.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -291646.468750 Penalty: 2545.275635
	Iteration 15Q: 3 clusters Score -291646.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -291656.187500 Penalty: 2545.275635
	Iteration 16Q: 3 clusters Score -291656.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -291667.875000 Penalty: 2545.275635
	Iteration 17Q: 3 clusters Score -291667.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -291678.781250 Penalty: 2545.275635
	Iteration 18Q: 3 clusters Score -291678.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -291690.343750 Penalty: 2545.275635
	Iteration 19Q: 3 clusters Score -291690.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -291704.718750 Penalty: 2545.275635
	Iteration 20F: 3 clusters Score -291704.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -291718.187500 Penalty: 2545.275635
	Iteration 21Q: 3 clusters Score -291718.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -291729.781250 Penalty: 2545.275635
	Iteration 22Q: 3 clusters Score -291729.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -291739.843750 Penalty: 2545.275635
	Iteration 23Q: 3 clusters Score -291739.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -291749.406250 Penalty: 2545.275635
	Iteration 24Q: 3 clusters Score -291749.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -291759.406250 Penalty: 2545.275635
	Iteration 25Q: 3 clusters Score -291759.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -291766.593750 Penalty: 2545.275635
	Iteration 26Q: 3 clusters Score -291766.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -291773.968750 Penalty: 2545.275635
	Iteration 27Q: 3 clusters Score -291774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -291778.593750 Penalty: 2545.275635
	Iteration 28Q: 3 clusters Score -291778.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -291787.062500 Penalty: 2545.275635
	Iteration 29Q: 3 clusters Score -291787.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -291801.875000 Penalty: 2545.275635
	Iteration 30Q: 3 clusters Score -291801.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -291814.000000 Penalty: 2545.275635
	Iteration 31Q: 3 clusters Score -291814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -291823.156250 Penalty: 2545.275635
	Iteration 32Q: 3 clusters Score -291823.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -291835.062500 Penalty: 2545.275635
	Iteration 33Q: 3 clusters Score -291835.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -291853.406250 Penalty: 2545.275635
	Iteration 34Q: 3 clusters Score -291853.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -291878.812500 Penalty: 2545.275635
	Iteration 35Q: 3 clusters Score -291878.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -291920.812500 Penalty: 2545.275635
	Iteration 36Q: 3 clusters Score -291920.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -292005.531250 Penalty: 2545.275635
	Iteration 37Q: 3 clusters Score -292005.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -292150.500000 Penalty: 2545.275635
	Iteration 38Q: 3 clusters Score -292150.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -292306.593750 Penalty: 2545.275635
	Iteration 39Q: 3 clusters Score -292306.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -292373.093750 Penalty: 2545.275635
	Iteration 40F: 3 clusters Score -292373.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -292415.468750 Penalty: 2545.275635
	Iteration 41Q: 3 clusters Score -292415.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -292459.062500 Penalty: 2545.275635
	Iteration 42Q: 3 clusters Score -292459.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -292493.812500 Penalty: 2545.275635
	Iteration 43Q: 3 clusters Score -292493.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -292538.968750 Penalty: 2545.275635
	Iteration 44Q: 3 clusters Score -292539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -292598.093750 Penalty: 2545.275635
	Iteration 45Q: 3 clusters Score -292598.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -292627.000000 Penalty: 2545.275635
	Iteration 46Q: 3 clusters Score -292627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -292643.031250 Penalty: 2545.275635
	Iteration 47Q: 3 clusters Score -292643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -292651.875000 Penalty: 2545.275635
	Iteration 48Q: 3 clusters Score -292651.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -292658.656250 Penalty: 2545.275635
	Iteration 49Q: 3 clusters Score -292658.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -292661.468750 Penalty: 2545.275635
	Iteration 50Q: 3 clusters Score -292661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -292665.750000 Penalty: 2545.275635
	Iteration 51Q: 3 clusters Score -292665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -292667.906250 Penalty: 2545.275635
	Iteration 52Q: 3 clusters Score -292667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -292668.093750 Penalty: 2545.275635
	Iteration 53Q: 3 clusters Score -292668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -292668.750000 Penalty: 2545.275635
	Iteration 54Q: 3 clusters Score -292668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -292671.531250 Penalty: 2545.275635
	Iteration 55Q: 3 clusters Score -292671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -292674.718750 Penalty: 2545.275635
	Iteration 56Q: 3 clusters Score -292674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -292675.875000 Penalty: 2545.275635
	Iteration 57Q: 3 clusters Score -292675.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -292687.468750 Penalty: 2545.275635
	Iteration 58F: 3 clusters Score -292687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -292691.843750 Penalty: 2545.275635
	Iteration 59Q: 3 clusters Score -292691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -292692.343750 Penalty: 2545.275635
	Iteration 60F: 3 clusters Score -292692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -292693.218750 Penalty: 2545.275635
	Iteration 61Q: 3 clusters Score -292693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -292693.218750 Penalty: 2545.275635
	Iteration 62F: 3 clusters Score -292693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42104 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 1863 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48003 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83228 members 
Mstep: Class 14 contains 14014 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19574 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84813 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91813 members 
Mstep: Class 22 contains 90444 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89487 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87102 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31553 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 656 members 
Entering Unmasked Estep 
Score: -102230336.000000 Penalty: 73158.421875
Splitting cluster 7 changes total score from -102231000.000000 to -102230336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Entering Unmasked Estep 
Score: -599812.437500 Penalty: 1385.338745
	Iteration 0F: 2 clusters Score -599812.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -595789.750000 Penalty: 2770.677490
	Iteration 0F: 3 clusters Score -595789.8 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -596877.250000 Penalty: 2770.677490
	Iteration 1F: 3 clusters Score -596877.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -597119.687500 Penalty: 2770.677490
	Iteration 2F: 3 clusters Score -597119.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -597311.625000 Penalty: 2770.677490
	Iteration 3F: 3 clusters Score -597311.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -597454.875000 Penalty: 2770.677490
	Iteration 4F: 3 clusters Score -597454.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -597559.937500 Penalty: 2770.677490
	Iteration 5Q: 3 clusters Score -597559.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -597653.937500 Penalty: 2770.677490
	Iteration 6Q: 3 clusters Score -597653.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -597735.062500 Penalty: 2770.677490
	Iteration 7Q: 3 clusters Score -597735.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -597822.437500 Penalty: 2770.677490
	Iteration 8Q: 3 clusters Score -597822.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -597914.125000 Penalty: 2770.677490
	Iteration 9Q: 3 clusters Score -597914.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -598022.500000 Penalty: 2770.677490
	Iteration 10Q: 3 clusters Score -598022.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -598144.812500 Penalty: 2770.677490
	Iteration 11Q: 3 clusters Score -598144.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -598253.062500 Penalty: 2770.677490
	Iteration 12Q: 3 clusters Score -598253.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -598316.000000 Penalty: 2770.677490
	Iteration 13Q: 3 clusters Score -598316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -598358.562500 Penalty: 2770.677490
	Iteration 14Q: 3 clusters Score -598358.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -598401.187500 Penalty: 2770.677490
	Iteration 15Q: 3 clusters Score -598401.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -598434.062500 Penalty: 2770.677490
	Iteration 16Q: 3 clusters Score -598434.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -598457.187500 Penalty: 2770.677490
	Iteration 17Q: 3 clusters Score -598457.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -598467.812500 Penalty: 2770.677490
	Iteration 18Q: 3 clusters Score -598467.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -598481.187500 Penalty: 2770.677490
	Iteration 19Q: 3 clusters Score -598481.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -598489.625000 Penalty: 2770.677490
	Iteration 20F: 3 clusters Score -598489.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -598503.000000 Penalty: 2770.677490
	Iteration 21Q: 3 clusters Score -598503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -598512.750000 Penalty: 2770.677490
	Iteration 22Q: 3 clusters Score -598512.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -598521.187500 Penalty: 2770.677490
	Iteration 23Q: 3 clusters Score -598521.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -598532.375000 Penalty: 2770.677490
	Iteration 24Q: 3 clusters Score -598532.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -598541.750000 Penalty: 2770.677490
	Iteration 25Q: 3 clusters Score -598541.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -598546.375000 Penalty: 2770.677490
	Iteration 26Q: 3 clusters Score -598546.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -598548.500000 Penalty: 2770.677490
	Iteration 27Q: 3 clusters Score -598548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -598547.625000 Penalty: 2770.677490
	Iteration 28Q: 3 clusters Score -598547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -598547.812500 Penalty: 2770.677490
	Iteration 29Q: 3 clusters Score -598547.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -598547.812500 Penalty: 2770.677490
	Iteration 30F: 3 clusters Score -598547.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Entering Unmasked Estep 
Score: -6085048.000000 Penalty: 1751.590454
	Iteration 0F: 2 clusters Score -6085048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -6053200.000000 Penalty: 3503.180908
	Iteration 0F: 3 clusters Score -6053200 nChanged 22485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6065701.500000 Penalty: 3503.180908
	Iteration 1F: 3 clusters Score -6065702 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -6066083.000000 Penalty: 3503.180908
	Iteration 2Q: 3 clusters Score -6066083 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -6066462.000000 Penalty: 3503.180908
	Iteration 3Q: 3 clusters Score -6066462 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -6066870.000000 Penalty: 3503.180908
	Iteration 4Q: 3 clusters Score -6066870 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -6067315.000000 Penalty: 3503.180908
	Iteration 5Q: 3 clusters Score -6067315 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -6067900.500000 Penalty: 3503.180908
	Iteration 6Q: 3 clusters Score -6067900 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -6068728.500000 Penalty: 3503.180908
	Iteration 7Q: 3 clusters Score -6068728 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -6069737.000000 Penalty: 3503.180908
	Iteration 8Q: 3 clusters Score -6069737 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -6071065.000000 Penalty: 3503.180908
	Iteration 9Q: 3 clusters Score -6071065 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -6072672.000000 Penalty: 3503.180908
	Iteration 10F: 3 clusters Score -6072672 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -6074488.500000 Penalty: 3503.180908
	Iteration 11F: 3 clusters Score -6074488 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -6076177.500000 Penalty: 3503.180908
	Iteration 12F: 3 clusters Score -6076178 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -6077479.000000 Penalty: 3503.180908
	Iteration 13Q: 3 clusters Score -6077479 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -6078408.000000 Penalty: 3503.180908
	Iteration 14Q: 3 clusters Score -6078408 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -6079168.000000 Penalty: 3503.180908
	Iteration 15Q: 3 clusters Score -6079168 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -6079917.000000 Penalty: 3503.180908
	Iteration 16Q: 3 clusters Score -6079917 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -6080606.000000 Penalty: 3503.180908
	Iteration 17Q: 3 clusters Score -6080606 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -6081310.500000 Penalty: 3503.180908
	Iteration 18Q: 3 clusters Score -6081310 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -6081946.000000 Penalty: 3503.180908
	Iteration 19Q: 3 clusters Score -6081946 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -6082486.500000 Penalty: 3503.180908
	Iteration 20F: 3 clusters Score -6082486 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -6082874.000000 Penalty: 3503.180908
	Iteration 21Q: 3 clusters Score -6082874 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -6083150.000000 Penalty: 3503.180908
	Iteration 22Q: 3 clusters Score -6083150 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -6083369.000000 Penalty: 3503.180908
	Iteration 23Q: 3 clusters Score -6083369 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -6083507.000000 Penalty: 3503.180908
	Iteration 24Q: 3 clusters Score -6083507 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -6083601.500000 Penalty: 3503.180908
	Iteration 25Q: 3 clusters Score -6083602 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -6083650.500000 Penalty: 3503.180908
	Iteration 26Q: 3 clusters Score -6083650 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -6083692.000000 Penalty: 3503.180908
	Iteration 27Q: 3 clusters Score -6083692 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -6083731.500000 Penalty: 3503.180908
	Iteration 28Q: 3 clusters Score -6083732 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -6083775.000000 Penalty: 3503.180908
	Iteration 29Q: 3 clusters Score -6083775 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -6083785.500000 Penalty: 3503.180908
	Iteration 30Q: 3 clusters Score -6083786 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -6083801.000000 Penalty: 3503.180908
	Iteration 31Q: 3 clusters Score -6083801 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -6083802.000000 Penalty: 3503.180908
	Iteration 32Q: 3 clusters Score -6083802 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -6083824.500000 Penalty: 3503.180908
	Iteration 33Q: 3 clusters Score -6083824 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -6083824.500000 Penalty: 3503.180908
	Iteration 34Q: 3 clusters Score -6083824 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -6083832.000000 Penalty: 3503.180908
	Iteration 35Q: 3 clusters Score -6083832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -6083862.000000 Penalty: 3503.180908
	Iteration 36Q: 3 clusters Score -6083862 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -6083879.000000 Penalty: 3503.180908
	Iteration 37Q: 3 clusters Score -6083879 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -6083882.500000 Penalty: 3503.180908
	Iteration 38Q: 3 clusters Score -6083882 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -6083874.000000 Penalty: 3503.180908
	Iteration 39Q: 3 clusters Score -6083874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -6083890.000000 Penalty: 3503.180908
	Iteration 40F: 3 clusters Score -6083890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -6083890.500000 Penalty: 3503.180908
	Iteration 41Q: 3 clusters Score -6083890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -6083895.000000 Penalty: 3503.180908
	Iteration 42Q: 3 clusters Score -6083895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -6083897.000000 Penalty: 3503.180908
	Iteration 43Q: 3 clusters Score -6083897 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -6083909.500000 Penalty: 3503.180908
	Iteration 44Q: 3 clusters Score -6083910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -6083920.500000 Penalty: 3503.180908
	Iteration 45Q: 3 clusters Score -6083920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -6083925.500000 Penalty: 3503.180908
	Iteration 46Q: 3 clusters Score -6083926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -6083923.500000 Penalty: 3503.180908
	Iteration 47Q: 3 clusters Score -6083924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -6083929.000000 Penalty: 3503.180908
	Iteration 48Q: 3 clusters Score -6083929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -6083928.000000 Penalty: 3503.180908
	Iteration 49Q: 3 clusters Score -6083928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -6083938.000000 Penalty: 3503.180908
	Iteration 50Q: 3 clusters Score -6083938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -6083927.000000 Penalty: 3503.180908
	Iteration 51Q: 3 clusters Score -6083927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -6083940.000000 Penalty: 3503.180908
	Iteration 52Q: 3 clusters Score -6083940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -6083939.000000 Penalty: 3503.180908
	Iteration 53Q: 3 clusters Score -6083939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -6083931.000000 Penalty: 3503.180908
	Iteration 54Q: 3 clusters Score -6083931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -6083921.000000 Penalty: 3503.180908
	Iteration 55Q: 3 clusters Score -6083921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -6083936.500000 Penalty: 3503.180908
	Iteration 56Q: 3 clusters Score -6083936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -6083931.000000 Penalty: 3503.180908
	Iteration 57Q: 3 clusters Score -6083931 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -6083926.500000 Penalty: 3503.180908
	Iteration 58Q: 3 clusters Score -6083926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -6083926.500000 Penalty: 3503.180908
	Iteration 59Q: 3 clusters Score -6083926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -6083922.000000 Penalty: 3503.180908
	Iteration 60F: 3 clusters Score -6083922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -6083924.000000 Penalty: 3503.180908
	Iteration 61Q: 3 clusters Score -6083924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -6083933.500000 Penalty: 3503.180908
	Iteration 62Q: 3 clusters Score -6083934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -6083922.500000 Penalty: 3503.180908
	Iteration 63Q: 3 clusters Score -6083922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -6083935.000000 Penalty: 3503.180908
	Iteration 64Q: 3 clusters Score -6083935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -6083940.000000 Penalty: 3503.180908
	Iteration 65Q: 3 clusters Score -6083940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -6083926.000000 Penalty: 3503.180908
	Iteration 66Q: 3 clusters Score -6083926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -6083932.000000 Penalty: 3503.180908
	Iteration 67Q: 3 clusters Score -6083932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -6083958.000000 Penalty: 3503.180908
	Iteration 68Q: 3 clusters Score -6083958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -6083950.000000 Penalty: 3503.180908
	Iteration 69Q: 3 clusters Score -6083950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -6083962.500000 Penalty: 3503.180908
	Iteration 70Q: 3 clusters Score -6083962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -6083969.500000 Penalty: 3503.180908
	Iteration 71Q: 3 clusters Score -6083970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -6083967.500000 Penalty: 3503.180908
	Iteration 72Q: 3 clusters Score -6083968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -6083974.000000 Penalty: 3503.180908
	Iteration 73Q: 3 clusters Score -6083974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -6083972.000000 Penalty: 3503.180908
	Iteration 74Q: 3 clusters Score -6083972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -6083979.000000 Penalty: 3503.180908
	Iteration 75Q: 3 clusters Score -6083979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -6083972.500000 Penalty: 3503.180908
	Iteration 76Q: 3 clusters Score -6083972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -6083977.500000 Penalty: 3503.180908
	Iteration 77Q: 3 clusters Score -6083978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -6083979.500000 Penalty: 3503.180908
	Iteration 78Q: 3 clusters Score -6083980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -6083980.500000 Penalty: 3503.180908
	Iteration 79Q: 3 clusters Score -6083980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -6083979.500000 Penalty: 3503.180908
	Iteration 80F: 3 clusters Score -6083980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -6083980.000000 Penalty: 3503.180908
	Iteration 81Q: 3 clusters Score -6083980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -6083983.500000 Penalty: 3503.180908
	Iteration 82Q: 3 clusters Score -6083984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -6083984.000000 Penalty: 3503.180908
	Iteration 83Q: 3 clusters Score -6083984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -6083984.000000 Penalty: 3503.180908
	Iteration 84Q: 3 clusters Score -6083984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -6083985.500000 Penalty: 3503.180908
	Iteration 85Q: 3 clusters Score -6083986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -6083980.000000 Penalty: 3503.180908
	Iteration 86Q: 3 clusters Score -6083980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -6083981.000000 Penalty: 3503.180908
	Iteration 87Q: 3 clusters Score -6083981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -6083985.500000 Penalty: 3503.180908
	Iteration 88Q: 3 clusters Score -6083986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -6083987.500000 Penalty: 3503.180908
	Iteration 89Q: 3 clusters Score -6083988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -6083986.500000 Penalty: 3503.180908
	Iteration 90Q: 3 clusters Score -6083986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -6083988.500000 Penalty: 3503.180908
	Iteration 91Q: 3 clusters Score -6083988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -6083981.000000 Penalty: 3503.180908
	Iteration 92Q: 3 clusters Score -6083981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -6083981.000000 Penalty: 3503.180908
	Iteration 93Q: 3 clusters Score -6083981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -6083976.500000 Penalty: 3503.180908
	Iteration 94Q: 3 clusters Score -6083976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -6083983.500000 Penalty: 3503.180908
	Iteration 95Q: 3 clusters Score -6083984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -6083985.500000 Penalty: 3503.180908
	Iteration 96Q: 3 clusters Score -6083986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
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Entering Unmasked Estep 
Score: -6083982.500000 Penalty: 3503.180908
	Iteration 97Q: 3 clusters Score -6083982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -6083973.000000 Penalty: 3503.180908
	Iteration 98Q: 3 clusters Score -6083973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -6083974.500000 Penalty: 3503.180908
	Iteration 99Q: 3 clusters Score -6083974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -6083982.500000 Penalty: 3503.180908
	Iteration 100F: 3 clusters Score -6083982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -6083986.500000 Penalty: 3503.180908
	Iteration 101Q: 3 clusters Score -6083986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -6083984.000000 Penalty: 3503.180908
	Iteration 102Q: 3 clusters Score -6083984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -6083991.500000 Penalty: 3503.180908
	Iteration 103Q: 3 clusters Score -6083992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -6083990.500000 Penalty: 3503.180908
	Iteration 104Q: 3 clusters Score -6083990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -6083984.000000 Penalty: 3503.180908
	Iteration 105Q: 3 clusters Score -6083984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -6083983.500000 Penalty: 3503.180908
	Iteration 106Q: 3 clusters Score -6083984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -6083985.500000 Penalty: 3503.180908
	Iteration 107Q: 3 clusters Score -6083986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -6083985.000000 Penalty: 3503.180908
	Iteration 108Q: 3 clusters Score -6083985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -6083986.500000 Penalty: 3503.180908
	Iteration 109Q: 3 clusters Score -6083986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -6083988.500000 Penalty: 3503.180908
	Iteration 110Q: 3 clusters Score -6083988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -6083993.000000 Penalty: 3503.180908
	Iteration 111Q: 3 clusters Score -6083993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -6083993.500000 Penalty: 3503.180908
	Iteration 112Q: 3 clusters Score -6083994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -6083998.000000 Penalty: 3503.180908
	Iteration 113Q: 3 clusters Score -6083998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -6083993.500000 Penalty: 3503.180908
	Iteration 114Q: 3 clusters Score -6083994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -6083992.000000 Penalty: 3503.180908
	Iteration 115Q: 3 clusters Score -6083992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -6083996.500000 Penalty: 3503.180908
	Iteration 116Q: 3 clusters Score -6083996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -6083996.000000 Penalty: 3503.180908
	Iteration 117Q: 3 clusters Score -6083996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -6083996.000000 Penalty: 3503.180908
	Iteration 118F: 3 clusters Score -6083996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Entering Unmasked Estep 
Score: -2222226.250000 Penalty: 1596.735718
	Iteration 0F: 2 clusters Score -2222226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2209579.250000 Penalty: 3193.471436
	Iteration 0F: 3 clusters Score -2209579 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2214161.500000 Penalty: 3193.471436
	Iteration 1F: 3 clusters Score -2214162 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2214605.500000 Penalty: 3193.471436
	Iteration 2F: 3 clusters Score -2214606 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2215064.250000 Penalty: 3193.471436
	Iteration 3F: 3 clusters Score -2215064 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2215588.750000 Penalty: 3193.471436
	Iteration 4F: 3 clusters Score -2215589 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2216243.250000 Penalty: 3193.471436
	Iteration 5F: 3 clusters Score -2216243 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2217046.000000 Penalty: 3193.471436
	Iteration 6F: 3 clusters Score -2217046 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2217913.750000 Penalty: 3193.471436
	Iteration 7F: 3 clusters Score -2217914 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2218671.250000 Penalty: 3193.471436
	Iteration 8Q: 3 clusters Score -2218671 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2219223.750000 Penalty: 3193.471436
	Iteration 9Q: 3 clusters Score -2219224 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2219639.000000 Penalty: 3193.471436
	Iteration 10Q: 3 clusters Score -2219639 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2219930.750000 Penalty: 3193.471436
	Iteration 11Q: 3 clusters Score -2219931 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2220164.000000 Penalty: 3193.471436
	Iteration 12Q: 3 clusters Score -2220164 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2220346.500000 Penalty: 3193.471436
	Iteration 13Q: 3 clusters Score -2220346 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2220480.500000 Penalty: 3193.471436
	Iteration 14Q: 3 clusters Score -2220480 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2220594.000000 Penalty: 3193.471436
	Iteration 15Q: 3 clusters Score -2220594 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2220675.750000 Penalty: 3193.471436
	Iteration 16Q: 3 clusters Score -2220676 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2220750.500000 Penalty: 3193.471436
	Iteration 17Q: 3 clusters Score -2220750 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2220790.000000 Penalty: 3193.471436
	Iteration 18Q: 3 clusters Score -2220790 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2220824.500000 Penalty: 3193.471436
	Iteration 19Q: 3 clusters Score -2220824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2220866.000000 Penalty: 3193.471436
	Iteration 20F: 3 clusters Score -2220866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2220886.250000 Penalty: 3193.471436
	Iteration 21Q: 3 clusters Score -2220886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2220899.000000 Penalty: 3193.471436
	Iteration 22Q: 3 clusters Score -2220899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2220914.250000 Penalty: 3193.471436
	Iteration 23Q: 3 clusters Score -2220914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2220930.000000 Penalty: 3193.471436
	Iteration 24Q: 3 clusters Score -2220930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2220951.000000 Penalty: 3193.471436
	Iteration 25Q: 3 clusters Score -2220951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2220970.000000 Penalty: 3193.471436
	Iteration 26Q: 3 clusters Score -2220970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2220982.000000 Penalty: 3193.471436
	Iteration 27Q: 3 clusters Score -2220982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2221003.250000 Penalty: 3193.471436
	Iteration 28Q: 3 clusters Score -2221003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2221023.500000 Penalty: 3193.471436
	Iteration 29Q: 3 clusters Score -2221024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2221036.500000 Penalty: 3193.471436
	Iteration 30Q: 3 clusters Score -2221036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2221056.500000 Penalty: 3193.471436
	Iteration 31Q: 3 clusters Score -2221056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2221061.750000 Penalty: 3193.471436
	Iteration 32Q: 3 clusters Score -2221062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2221072.500000 Penalty: 3193.471436
	Iteration 33Q: 3 clusters Score -2221072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2221083.250000 Penalty: 3193.471436
	Iteration 34Q: 3 clusters Score -2221083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2221089.000000 Penalty: 3193.471436
	Iteration 35Q: 3 clusters Score -2221089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2221093.500000 Penalty: 3193.471436
	Iteration 36Q: 3 clusters Score -2221094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2221096.000000 Penalty: 3193.471436
	Iteration 37Q: 3 clusters Score -2221096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2221100.750000 Penalty: 3193.471436
	Iteration 38Q: 3 clusters Score -2221101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2221103.000000 Penalty: 3193.471436
	Iteration 39Q: 3 clusters Score -2221103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2221105.750000 Penalty: 3193.471436
	Iteration 40F: 3 clusters Score -2221106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2221110.500000 Penalty: 3193.471436
	Iteration 41Q: 3 clusters Score -2221110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2221114.000000 Penalty: 3193.471436
	Iteration 42Q: 3 clusters Score -2221114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2221119.750000 Penalty: 3193.471436
	Iteration 43Q: 3 clusters Score -2221120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2221117.500000 Penalty: 3193.471436
	Iteration 44Q: 3 clusters Score -2221118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2221117.250000 Penalty: 3193.471436
	Iteration 45Q: 3 clusters Score -2221117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2221123.000000 Penalty: 3193.471436
	Iteration 46Q: 3 clusters Score -2221123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2221130.000000 Penalty: 3193.471436
	Iteration 47Q: 3 clusters Score -2221130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2221131.750000 Penalty: 3193.471436
	Iteration 48Q: 3 clusters Score -2221132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2221131.250000 Penalty: 3193.471436
	Iteration 49Q: 3 clusters Score -2221131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2221133.750000 Penalty: 3193.471436
	Iteration 50Q: 3 clusters Score -2221134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2221136.750000 Penalty: 3193.471436
	Iteration 51Q: 3 clusters Score -2221137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2221136.250000 Penalty: 3193.471436
	Iteration 52Q: 3 clusters Score -2221136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2221142.500000 Penalty: 3193.471436
	Iteration 53Q: 3 clusters Score -2221142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2221142.250000 Penalty: 3193.471436
	Iteration 54Q: 3 clusters Score -2221142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2221142.750000 Penalty: 3193.471436
	Iteration 55Q: 3 clusters Score -2221143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2221146.500000 Penalty: 3193.471436
	Iteration 56Q: 3 clusters Score -2221146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2221144.750000 Penalty: 3193.471436
	Iteration 57Q: 3 clusters Score -2221145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2221145.000000 Penalty: 3193.471436
	Iteration 58Q: 3 clusters Score -2221145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2221145.750000 Penalty: 3193.471436
	Iteration 59Q: 3 clusters Score -2221146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2221144.500000 Penalty: 3193.471436
	Iteration 60F: 3 clusters Score -2221144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -199964.562500 Penalty: 1217.844849
	Iteration 0F: 2 clusters Score -199964.6 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 901 members 
Entering Unmasked Estep 
Score: -198038.984375 Penalty: 2435.689697
	Iteration 0F: 3 clusters Score -198039 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -198613.671875 Penalty: 2435.689697
	Iteration 1F: 3 clusters Score -198613.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -198991.171875 Penalty: 2435.689697
	Iteration 2F: 3 clusters Score -198991.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -199483.687500 Penalty: 2435.689697
	Iteration 3F: 3 clusters Score -199483.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -199816.921875 Penalty: 2435.689697
	Iteration 4F: 3 clusters Score -199816.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -199966.046875 Penalty: 2435.689697
	Iteration 5F: 3 clusters Score -199966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -200015.453125 Penalty: 2435.689697
	Iteration 6Q: 3 clusters Score -200015.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -200028.828125 Penalty: 2435.689697
	Iteration 7Q: 3 clusters Score -200028.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -200039.796875 Penalty: 2435.689697
	Iteration 8Q: 3 clusters Score -200039.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -200046.906250 Penalty: 2435.689697
	Iteration 9Q: 3 clusters Score -200046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -200049.875000 Penalty: 2435.689697
	Iteration 10Q: 3 clusters Score -200049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -200050.421875 Penalty: 2435.689697
	Iteration 11Q: 3 clusters Score -200050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -200051.281250 Penalty: 2435.689697
	Iteration 12Q: 3 clusters Score -200051.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -200051.890625 Penalty: 2435.689697
	Iteration 13Q: 3 clusters Score -200051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -200051.890625 Penalty: 2435.689697
	Iteration 14F: 3 clusters Score -200051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42104 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48003 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83228 members 
Mstep: Class 14 contains 14014 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19574 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84813 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91813 members 
Mstep: Class 22 contains 90444 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89487 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87102 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31553 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 937 members 
Entering Unmasked Estep 
Score: -102230072.000000 Penalty: 73158.421875
Splitting cluster 11 changes total score from -102231000.000000 to -102230072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -11760.439453 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11760.44 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 114 members 
Entering Unmasked Estep 
Score: -11143.336914 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -11143.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11337.766602 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -11337.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11357.934570 Penalty: 1760.232666
	Iteration 2Q: 3 clusters Score -11357.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11394.730469 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -11394.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11422.187500 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -11422.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11450.769531 Penalty: 1760.232666
	Iteration 5Q: 3 clusters Score -11450.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11464.603516 Penalty: 1760.232666
	Iteration 6Q: 3 clusters Score -11464.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11472.869141 Penalty: 1760.232666
	Iteration 7Q: 3 clusters Score -11472.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11492.025391 Penalty: 1760.232666
	Iteration 8Q: 3 clusters Score -11492.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11503.442383 Penalty: 1760.232666
	Iteration 9Q: 3 clusters Score -11503.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11505.318359 Penalty: 1760.232666
	Iteration 10Q: 3 clusters Score -11505.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11506.928711 Penalty: 1760.232666
	Iteration 11Q: 3 clusters Score -11506.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11507.497070 Penalty: 1760.232666
	Iteration 12F: 3 clusters Score -11507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11509.471680 Penalty: 1760.232666
	Iteration 13Q: 3 clusters Score -11509.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11510.509766 Penalty: 1760.232666
	Iteration 14Q: 3 clusters Score -11510.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11511.916016 Penalty: 1760.232666
	Iteration 15Q: 3 clusters Score -11511.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11512.505859 Penalty: 1760.232666
	Iteration 16Q: 3 clusters Score -11512.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11512.505859 Penalty: 1760.232666
	Iteration 17F: 3 clusters Score -11512.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (83228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Entering Unmasked Estep 
Score: -10315639.000000 Penalty: 1841.017578
	Iteration 0F: 2 clusters Score -1.031564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -10260639.000000 Penalty: 3682.035156
	Iteration 0F: 3 clusters Score -1.026064e+07 nChanged 39549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -10283320.000000 Penalty: 3682.035156
	Iteration 1F: 3 clusters Score -1.028332e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -10284293.000000 Penalty: 3682.035156
	Iteration 2Q: 3 clusters Score -1.028429e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -10285535.000000 Penalty: 3682.035156
	Iteration 3Q: 3 clusters Score -1.028554e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -10287717.000000 Penalty: 3682.035156
	Iteration 4F: 3 clusters Score -1.028772e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -10291324.000000 Penalty: 3682.035156
	Iteration 5F: 3 clusters Score -1.029132e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -10297197.000000 Penalty: 3682.035156
	Iteration 6F: 3 clusters Score -1.02972e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -10304445.000000 Penalty: 3682.035156
	Iteration 7F: 3 clusters Score -1.030444e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -10310190.000000 Penalty: 3682.035156
	Iteration 8F: 3 clusters Score -1.031019e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -10312718.000000 Penalty: 3682.035156
	Iteration 9Q: 3 clusters Score -1.031272e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10313567.000000 Penalty: 3682.035156
	Iteration 10Q: 3 clusters Score -1.031357e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10313815.000000 Penalty: 3682.035156
	Iteration 11Q: 3 clusters Score -1.031382e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10313925.000000 Penalty: 3682.035156
	Iteration 12Q: 3 clusters Score -1.031392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10313965.000000 Penalty: 3682.035156
	Iteration 13Q: 3 clusters Score -1.031396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10314000.000000 Penalty: 3682.035156
	Iteration 14Q: 3 clusters Score -1.0314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10314014.000000 Penalty: 3682.035156
	Iteration 15Q: 3 clusters Score -1.031401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10314026.000000 Penalty: 3682.035156
	Iteration 16Q: 3 clusters Score -1.031403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10314041.000000 Penalty: 3682.035156
	Iteration 17Q: 3 clusters Score -1.031404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10314039.000000 Penalty: 3682.035156
	Iteration 18Q: 3 clusters Score -1.031404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10314039.000000 Penalty: 3682.035156
	Iteration 19F: 3 clusters Score -1.031404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Entering Unmasked Estep 
Score: -1741403.000000 Penalty: 1551.519531
	Iteration 0F: 2 clusters Score -1741403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1731594.625000 Penalty: 3103.039062
	Iteration 0F: 3 clusters Score -1731595 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1734871.000000 Penalty: 3103.039062
	Iteration 1F: 3 clusters Score -1734871 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1735134.000000 Penalty: 3103.039062
	Iteration 2F: 3 clusters Score -1735134 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1735354.875000 Penalty: 3103.039062
	Iteration 3Q: 3 clusters Score -1735355 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1735568.250000 Penalty: 3103.039062
	Iteration 4Q: 3 clusters Score -1735568 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1735775.250000 Penalty: 3103.039062
	Iteration 5Q: 3 clusters Score -1735775 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1736024.500000 Penalty: 3103.039062
	Iteration 6Q: 3 clusters Score -1736024 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1736332.125000 Penalty: 3103.039062
	Iteration 7Q: 3 clusters Score -1736332 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1736755.875000 Penalty: 3103.039062
	Iteration 8Q: 3 clusters Score -1736756 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1737325.375000 Penalty: 3103.039062
	Iteration 9F: 3 clusters Score -1737325 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1737937.375000 Penalty: 3103.039062
	Iteration 10F: 3 clusters Score -1737937 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1738521.750000 Penalty: 3103.039062
	Iteration 11F: 3 clusters Score -1738522 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1739042.250000 Penalty: 3103.039062
	Iteration 12Q: 3 clusters Score -1739042 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1739413.250000 Penalty: 3103.039062
	Iteration 13Q: 3 clusters Score -1739413 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1739634.375000 Penalty: 3103.039062
	Iteration 14Q: 3 clusters Score -1739634 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1739793.375000 Penalty: 3103.039062
	Iteration 15Q: 3 clusters Score -1739793 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1739891.625000 Penalty: 3103.039062
	Iteration 16Q: 3 clusters Score -1739892 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1739972.625000 Penalty: 3103.039062
	Iteration 17Q: 3 clusters Score -1739973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1739997.000000 Penalty: 3103.039062
	Iteration 18Q: 3 clusters Score -1739997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1740013.625000 Penalty: 3103.039062
	Iteration 19Q: 3 clusters Score -1740014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1740028.250000 Penalty: 3103.039062
	Iteration 20F: 3 clusters Score -1740028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1740031.750000 Penalty: 3103.039062
	Iteration 21Q: 3 clusters Score -1740032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1740032.000000 Penalty: 3103.039062
	Iteration 22Q: 3 clusters Score -1740032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1740032.750000 Penalty: 3103.039062
	Iteration 23Q: 3 clusters Score -1740033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1740034.125000 Penalty: 3103.039062
	Iteration 24Q: 3 clusters Score -1740034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1740038.500000 Penalty: 3103.039062
	Iteration 25Q: 3 clusters Score -1740038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1740039.375000 Penalty: 3103.039062
	Iteration 26Q: 3 clusters Score -1740039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1740041.250000 Penalty: 3103.039062
	Iteration 27Q: 3 clusters Score -1740041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1740042.875000 Penalty: 3103.039062
	Iteration 28Q: 3 clusters Score -1740043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1740041.250000 Penalty: 3103.039062
	Iteration 29Q: 3 clusters Score -1740041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1740042.250000 Penalty: 3103.039062
	Iteration 30Q: 3 clusters Score -1740042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1740042.250000 Penalty: 3103.039062
	Iteration 31F: 3 clusters Score -1740042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -558478.187500 Penalty: 1373.018188
	Iteration 0F: 2 clusters Score -558478.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -554725.500000 Penalty: 2746.036377
	Iteration 0F: 3 clusters Score -554725.5 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -555772.625000 Penalty: 2746.036377
	Iteration 1F: 3 clusters Score -555772.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -555990.812500 Penalty: 2746.036377
	Iteration 2F: 3 clusters Score -555990.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -556153.250000 Penalty: 2746.036377
	Iteration 3F: 3 clusters Score -556153.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -556270.625000 Penalty: 2746.036377
	Iteration 4Q: 3 clusters Score -556270.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -556388.375000 Penalty: 2746.036377
	Iteration 5Q: 3 clusters Score -556388.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -556485.625000 Penalty: 2746.036377
	Iteration 6Q: 3 clusters Score -556485.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -556567.062500 Penalty: 2746.036377
	Iteration 7Q: 3 clusters Score -556567.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -556649.250000 Penalty: 2746.036377
	Iteration 8Q: 3 clusters Score -556649.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -556756.750000 Penalty: 2746.036377
	Iteration 9Q: 3 clusters Score -556756.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -556865.125000 Penalty: 2746.036377
	Iteration 10Q: 3 clusters Score -556865.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -556966.187500 Penalty: 2746.036377
	Iteration 11Q: 3 clusters Score -556966.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -557069.750000 Penalty: 2746.036377
	Iteration 12Q: 3 clusters Score -557069.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -557160.625000 Penalty: 2746.036377
	Iteration 13Q: 3 clusters Score -557160.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -557255.687500 Penalty: 2746.036377
	Iteration 14Q: 3 clusters Score -557255.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -557333.062500 Penalty: 2746.036377
	Iteration 15Q: 3 clusters Score -557333.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -557390.562500 Penalty: 2746.036377
	Iteration 16Q: 3 clusters Score -557390.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -557457.812500 Penalty: 2746.036377
	Iteration 17Q: 3 clusters Score -557457.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -557522.125000 Penalty: 2746.036377
	Iteration 18Q: 3 clusters Score -557522.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -557565.812500 Penalty: 2746.036377
	Iteration 19Q: 3 clusters Score -557565.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -557597.437500 Penalty: 2746.036377
	Iteration 20F: 3 clusters Score -557597.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -557614.687500 Penalty: 2746.036377
	Iteration 21Q: 3 clusters Score -557614.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -557627.375000 Penalty: 2746.036377
	Iteration 22Q: 3 clusters Score -557627.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -557640.062500 Penalty: 2746.036377
	Iteration 23Q: 3 clusters Score -557640.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -557645.375000 Penalty: 2746.036377
	Iteration 24Q: 3 clusters Score -557645.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -557652.375000 Penalty: 2746.036377
	Iteration 25Q: 3 clusters Score -557652.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -557656.687500 Penalty: 2746.036377
	Iteration 26Q: 3 clusters Score -557656.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -557658.062500 Penalty: 2746.036377
	Iteration 27Q: 3 clusters Score -557658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -557658.500000 Penalty: 2746.036377
	Iteration 28Q: 3 clusters Score -557658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -557658.500000 Penalty: 2746.036377
	Iteration 29F: 3 clusters Score -557658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Entering Unmasked Estep 
Score: -2359497.250000 Penalty: 1605.817993
	Iteration 0F: 2 clusters Score -2359497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2346198.750000 Penalty: 3211.635986
	Iteration 0F: 3 clusters Score -2346199 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2351482.500000 Penalty: 3211.635986
	Iteration 1F: 3 clusters Score -2351482 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2352171.500000 Penalty: 3211.635986
	Iteration 2F: 3 clusters Score -2352172 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2352959.500000 Penalty: 3211.635986
	Iteration 3F: 3 clusters Score -2352960 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2353978.000000 Penalty: 3211.635986
	Iteration 4F: 3 clusters Score -2353978 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2355078.750000 Penalty: 3211.635986
	Iteration 5F: 3 clusters Score -2355079 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2356155.750000 Penalty: 3211.635986
	Iteration 6F: 3 clusters Score -2356156 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2356991.250000 Penalty: 3211.635986
	Iteration 7F: 3 clusters Score -2356991 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2357597.250000 Penalty: 3211.635986
	Iteration 8Q: 3 clusters Score -2357597 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2357964.250000 Penalty: 3211.635986
	Iteration 9Q: 3 clusters Score -2357964 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2358189.000000 Penalty: 3211.635986
	Iteration 10Q: 3 clusters Score -2358189 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2358333.000000 Penalty: 3211.635986
	Iteration 11Q: 3 clusters Score -2358333 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2358460.250000 Penalty: 3211.635986
	Iteration 12Q: 3 clusters Score -2358460 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2358542.500000 Penalty: 3211.635986
	Iteration 13Q: 3 clusters Score -2358542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2358578.500000 Penalty: 3211.635986
	Iteration 14Q: 3 clusters Score -2358578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2358612.250000 Penalty: 3211.635986
	Iteration 15Q: 3 clusters Score -2358612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2358635.750000 Penalty: 3211.635986
	Iteration 16Q: 3 clusters Score -2358636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2358648.000000 Penalty: 3211.635986
	Iteration 17Q: 3 clusters Score -2358648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2358653.750000 Penalty: 3211.635986
	Iteration 18Q: 3 clusters Score -2358654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2358659.500000 Penalty: 3211.635986
	Iteration 19Q: 3 clusters Score -2358660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2358665.000000 Penalty: 3211.635986
	Iteration 20F: 3 clusters Score -2358665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2358667.750000 Penalty: 3211.635986
	Iteration 21Q: 3 clusters Score -2358668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2358676.000000 Penalty: 3211.635986
	Iteration 22Q: 3 clusters Score -2358676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2358675.000000 Penalty: 3211.635986
	Iteration 23Q: 3 clusters Score -2358675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2358677.250000 Penalty: 3211.635986
	Iteration 24Q: 3 clusters Score -2358677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2358677.250000 Penalty: 3211.635986
	Iteration 25F: 3 clusters Score -2358677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -299536.625000 Penalty: 1276.526001
	Iteration 0F: 2 clusters Score -299536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -297069.656250 Penalty: 2553.052002
	Iteration 0F: 3 clusters Score -297069.7 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -297726.812500 Penalty: 2553.052002
	Iteration 1F: 3 clusters Score -297726.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -297920.843750 Penalty: 2553.052002
	Iteration 2F: 3 clusters Score -297920.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -298056.156250 Penalty: 2553.052002
	Iteration 3F: 3 clusters Score -298056.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -298172.343750 Penalty: 2553.052002
	Iteration 4F: 3 clusters Score -298172.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -298252.906250 Penalty: 2553.052002
	Iteration 5Q: 3 clusters Score -298252.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -298312.531250 Penalty: 2553.052002
	Iteration 6Q: 3 clusters Score -298312.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -298363.625000 Penalty: 2553.052002
	Iteration 7Q: 3 clusters Score -298363.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -298415.750000 Penalty: 2553.052002
	Iteration 8Q: 3 clusters Score -298415.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -298466.187500 Penalty: 2553.052002
	Iteration 9Q: 3 clusters Score -298466.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -298511.531250 Penalty: 2553.052002
	Iteration 10Q: 3 clusters Score -298511.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -298573.093750 Penalty: 2553.052002
	Iteration 11Q: 3 clusters Score -298573.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -298659.406250 Penalty: 2553.052002
	Iteration 12Q: 3 clusters Score -298659.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -298756.656250 Penalty: 2553.052002
	Iteration 13Q: 3 clusters Score -298756.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -298842.406250 Penalty: 2553.052002
	Iteration 14Q: 3 clusters Score -298842.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -298945.406250 Penalty: 2553.052002
	Iteration 15Q: 3 clusters Score -298945.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -299104.625000 Penalty: 2553.052002
	Iteration 16Q: 3 clusters Score -299104.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -299267.750000 Penalty: 2553.052002
	Iteration 17Q: 3 clusters Score -299267.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -299362.750000 Penalty: 2553.052002
	Iteration 18Q: 3 clusters Score -299362.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -299440.468750 Penalty: 2553.052002
	Iteration 19Q: 3 clusters Score -299440.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -299488.875000 Penalty: 2553.052002
	Iteration 20F: 3 clusters Score -299488.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -299503.750000 Penalty: 2553.052002
	Iteration 21Q: 3 clusters Score -299503.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -299507.593750 Penalty: 2553.052002
	Iteration 22Q: 3 clusters Score -299507.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -299511.031250 Penalty: 2553.052002
	Iteration 23Q: 3 clusters Score -299511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -299518.125000 Penalty: 2553.052002
	Iteration 24Q: 3 clusters Score -299518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -299525.375000 Penalty: 2553.052002
	Iteration 25Q: 3 clusters Score -299525.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -299529.750000 Penalty: 2553.052002
	Iteration 26Q: 3 clusters Score -299529.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -299535.093750 Penalty: 2553.052002
	Iteration 27Q: 3 clusters Score -299535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -299537.281250 Penalty: 2553.052002
	Iteration 28Q: 3 clusters Score -299537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -299537.812500 Penalty: 2553.052002
	Iteration 29Q: 3 clusters Score -299537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -299538.343750 Penalty: 2553.052002
	Iteration 30Q: 3 clusters Score -299538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -299538.718750 Penalty: 2553.052002
	Iteration 31Q: 3 clusters Score -299538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -299538.718750 Penalty: 2553.052002
	Iteration 32F: 3 clusters Score -299538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42104 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48003 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83228 members 
Mstep: Class 14 contains 14014 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19574 members 
Mstep: Class 17 contains 1897 members 
Mstep: Class 18 contains 84813 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91813 members 
Mstep: Class 22 contains 90444 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89487 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87102 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31553 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 683 members 
Entering Unmasked Estep 
Score: -102230184.000000 Penalty: 73158.421875
Splitting cluster 17 changes total score from -102231000.000000 to -102230184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (84813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84813 members 
Entering Unmasked Estep 
Score: -10668384.000000 Penalty: 1844.083130
	Iteration 0F: 2 clusters Score -1.066838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -10613996.000000 Penalty: 3688.166260
	Iteration 0F: 3 clusters Score -1.0614e+07 nChanged 40419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -10637359.000000 Penalty: 3688.166260
	Iteration 1F: 3 clusters Score -1.063736e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -10638150.000000 Penalty: 3688.166260
	Iteration 2Q: 3 clusters Score -1.063815e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -10639174.000000 Penalty: 3688.166260
	Iteration 3Q: 3 clusters Score -1.063917e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -10640551.000000 Penalty: 3688.166260
	Iteration 4Q: 3 clusters Score -1.064055e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -10642565.000000 Penalty: 3688.166260
	Iteration 5Q: 3 clusters Score -1.064256e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -10645443.000000 Penalty: 3688.166260
	Iteration 6F: 3 clusters Score -1.064544e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -10649137.000000 Penalty: 3688.166260
	Iteration 7F: 3 clusters Score -1.064914e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -10653154.000000 Penalty: 3688.166260
	Iteration 8F: 3 clusters Score -1.065315e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -10656270.000000 Penalty: 3688.166260
	Iteration 9F: 3 clusters Score -1.065627e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -10657820.000000 Penalty: 3688.166260
	Iteration 10Q: 3 clusters Score -1.065782e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -10658552.000000 Penalty: 3688.166260
	Iteration 11Q: 3 clusters Score -1.065855e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -10658879.000000 Penalty: 3688.166260
	Iteration 12Q: 3 clusters Score -1.065888e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -10659154.000000 Penalty: 3688.166260
	Iteration 13Q: 3 clusters Score -1.065915e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -10659400.000000 Penalty: 3688.166260
	Iteration 14Q: 3 clusters Score -1.06594e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -10659610.000000 Penalty: 3688.166260
	Iteration 15Q: 3 clusters Score -1.065961e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -10659852.000000 Penalty: 3688.166260
	Iteration 16Q: 3 clusters Score -1.065985e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -10660090.000000 Penalty: 3688.166260
	Iteration 17Q: 3 clusters Score -1.066009e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -10660292.000000 Penalty: 3688.166260
	Iteration 18Q: 3 clusters Score -1.066029e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -10660550.000000 Penalty: 3688.166260
	Iteration 19Q: 3 clusters Score -1.066055e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -10660795.000000 Penalty: 3688.166260
	Iteration 20F: 3 clusters Score -1.06608e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -10661042.000000 Penalty: 3688.166260
	Iteration 21Q: 3 clusters Score -1.066104e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -10661298.000000 Penalty: 3688.166260
	Iteration 22Q: 3 clusters Score -1.06613e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -10661604.000000 Penalty: 3688.166260
	Iteration 23Q: 3 clusters Score -1.06616e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -10661908.000000 Penalty: 3688.166260
	Iteration 24Q: 3 clusters Score -1.066191e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -10662205.000000 Penalty: 3688.166260
	Iteration 25Q: 3 clusters Score -1.06622e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -10662590.000000 Penalty: 3688.166260
	Iteration 26Q: 3 clusters Score -1.066259e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -10662977.000000 Penalty: 3688.166260
	Iteration 27Q: 3 clusters Score -1.066298e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 72232 members 
Entering Unmasked Estep 
Score: -10663362.000000 Penalty: 3688.166260
	Iteration 28Q: 3 clusters Score -1.066336e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -10663764.000000 Penalty: 3688.166260
	Iteration 29Q: 3 clusters Score -1.066376e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -10664172.000000 Penalty: 3688.166260
	Iteration 30Q: 3 clusters Score -1.066417e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -10664642.000000 Penalty: 3688.166260
	Iteration 31Q: 3 clusters Score -1.066464e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -10665042.000000 Penalty: 3688.166260
	Iteration 32Q: 3 clusters Score -1.066504e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -10665387.000000 Penalty: 3688.166260
	Iteration 33Q: 3 clusters Score -1.066539e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -10665655.000000 Penalty: 3688.166260
	Iteration 34Q: 3 clusters Score -1.066566e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -10665837.000000 Penalty: 3688.166260
	Iteration 35Q: 3 clusters Score -1.066584e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -10665911.000000 Penalty: 3688.166260
	Iteration 36Q: 3 clusters Score -1.066591e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -10666043.000000 Penalty: 3688.166260
	Iteration 37Q: 3 clusters Score -1.066604e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -10666114.000000 Penalty: 3688.166260
	Iteration 38Q: 3 clusters Score -1.066611e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -10666165.000000 Penalty: 3688.166260
	Iteration 39Q: 3 clusters Score -1.066616e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -10666251.000000 Penalty: 3688.166260
	Iteration 40F: 3 clusters Score -1.066625e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -10666307.000000 Penalty: 3688.166260
	Iteration 41Q: 3 clusters Score -1.066631e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -10666356.000000 Penalty: 3688.166260
	Iteration 42Q: 3 clusters Score -1.066636e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -10666433.000000 Penalty: 3688.166260
	Iteration 43Q: 3 clusters Score -1.066643e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -10666501.000000 Penalty: 3688.166260
	Iteration 44Q: 3 clusters Score -1.06665e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -10666536.000000 Penalty: 3688.166260
	Iteration 45Q: 3 clusters Score -1.066654e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -10666523.000000 Penalty: 3688.166260
	Iteration 46Q: 3 clusters Score -1.066652e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -10666554.000000 Penalty: 3688.166260
	Iteration 47Q: 3 clusters Score -1.066655e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -10666597.000000 Penalty: 3688.166260
	Iteration 48Q: 3 clusters Score -1.06666e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -10666624.000000 Penalty: 3688.166260
	Iteration 49Q: 3 clusters Score -1.066662e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -10666670.000000 Penalty: 3688.166260
	Iteration 50Q: 3 clusters Score -1.066667e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -10666706.000000 Penalty: 3688.166260
	Iteration 51Q: 3 clusters Score -1.066671e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -10666708.000000 Penalty: 3688.166260
	Iteration 52Q: 3 clusters Score -1.066671e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -10666721.000000 Penalty: 3688.166260
	Iteration 53Q: 3 clusters Score -1.066672e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 82767 members 
Entering Unmasked Estep 
Score: -10666724.000000 Penalty: 3688.166260
	Iteration 54Q: 3 clusters Score -1.066672e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -10666753.000000 Penalty: 3688.166260
	Iteration 55Q: 3 clusters Score -1.066675e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -10666759.000000 Penalty: 3688.166260
	Iteration 56Q: 3 clusters Score -1.066676e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -10666778.000000 Penalty: 3688.166260
	Iteration 57Q: 3 clusters Score -1.066678e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -10666774.000000 Penalty: 3688.166260
	Iteration 58Q: 3 clusters Score -1.066677e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -10666813.000000 Penalty: 3688.166260
	Iteration 59Q: 3 clusters Score -1.066681e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -10666814.000000 Penalty: 3688.166260
	Iteration 60F: 3 clusters Score -1.066681e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 83076 members 
Entering Unmasked Estep 
Score: -10666828.000000 Penalty: 3688.166260
	Iteration 61Q: 3 clusters Score -1.066683e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -10666834.000000 Penalty: 3688.166260
	Iteration 62Q: 3 clusters Score -1.066683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -10666832.000000 Penalty: 3688.166260
	Iteration 63Q: 3 clusters Score -1.066683e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -10666842.000000 Penalty: 3688.166260
	Iteration 64Q: 3 clusters Score -1.066684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -10666840.000000 Penalty: 3688.166260
	Iteration 65Q: 3 clusters Score -1.066684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -10666832.000000 Penalty: 3688.166260
	Iteration 66Q: 3 clusters Score -1.066683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -10666864.000000 Penalty: 3688.166260
	Iteration 67Q: 3 clusters Score -1.066686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -10666856.000000 Penalty: 3688.166260
	Iteration 68Q: 3 clusters Score -1.066686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 83273 members 
Entering Unmasked Estep 
Score: -10666871.000000 Penalty: 3688.166260
	Iteration 69Q: 3 clusters Score -1.066687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -10666879.000000 Penalty: 3688.166260
	Iteration 70Q: 3 clusters Score -1.066688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -10666890.000000 Penalty: 3688.166260
	Iteration 71Q: 3 clusters Score -1.066689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -10666885.000000 Penalty: 3688.166260
	Iteration 72Q: 3 clusters Score -1.066688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -10666881.000000 Penalty: 3688.166260
	Iteration 73Q: 3 clusters Score -1.066688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -10666879.000000 Penalty: 3688.166260
	Iteration 74Q: 3 clusters Score -1.066688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -10666873.000000 Penalty: 3688.166260
	Iteration 75Q: 3 clusters Score -1.066687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 83322 members 
Entering Unmasked Estep 
Score: -10666885.000000 Penalty: 3688.166260
	Iteration 76Q: 3 clusters Score -1.066688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -10666884.000000 Penalty: 3688.166260
	Iteration 77Q: 3 clusters Score -1.066688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -10666881.000000 Penalty: 3688.166260
	Iteration 78Q: 3 clusters Score -1.066688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -10666883.000000 Penalty: 3688.166260
	Iteration 79Q: 3 clusters Score -1.066688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -10666885.000000 Penalty: 3688.166260
	Iteration 80F: 3 clusters Score -1.066688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 83354 members 
Entering Unmasked Estep 
Score: -10666885.000000 Penalty: 3688.166260
	Iteration 81Q: 3 clusters Score -1.066688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 83356 members 
Entering Unmasked Estep 
Score: -10666889.000000 Penalty: 3688.166260
	Iteration 82Q: 3 clusters Score -1.066689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -10666877.000000 Penalty: 3688.166260
	Iteration 83Q: 3 clusters Score -1.066688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -10666888.000000 Penalty: 3688.166260
	Iteration 84Q: 3 clusters Score -1.066689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 83376 members 
Entering Unmasked Estep 
Score: -10666891.000000 Penalty: 3688.166260
	Iteration 85Q: 3 clusters Score -1.066689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -10666888.000000 Penalty: 3688.166260
	Iteration 86Q: 3 clusters Score -1.066689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
Score: -10666894.000000 Penalty: 3688.166260
	Iteration 87Q: 3 clusters Score -1.066689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 83391 members 
Entering Unmasked Estep 
Score: -10666899.000000 Penalty: 3688.166260
	Iteration 88Q: 3 clusters Score -1.06669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 83391 members 
Entering Unmasked Estep 
Score: -10666900.000000 Penalty: 3688.166260
	Iteration 89Q: 3 clusters Score -1.06669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -10666910.000000 Penalty: 3688.166260
	Iteration 90Q: 3 clusters Score -1.066691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -10666907.000000 Penalty: 3688.166260
	Iteration 91Q: 3 clusters Score -1.066691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -10666908.000000 Penalty: 3688.166260
	Iteration 92Q: 3 clusters Score -1.066691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -10666906.000000 Penalty: 3688.166260
	Iteration 93Q: 3 clusters Score -1.066691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -10666910.000000 Penalty: 3688.166260
	Iteration 94Q: 3 clusters Score -1.066691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -10666907.000000 Penalty: 3688.166260
	Iteration 95Q: 3 clusters Score -1.066691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -10666901.000000 Penalty: 3688.166260
	Iteration 96Q: 3 clusters Score -1.06669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -10666911.000000 Penalty: 3688.166260
	Iteration 97Q: 3 clusters Score -1.066691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -10666908.000000 Penalty: 3688.166260
	Iteration 98Q: 3 clusters Score -1.066691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -10666907.000000 Penalty: 3688.166260
	Iteration 99Q: 3 clusters Score -1.066691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -10666901.000000 Penalty: 3688.166260
	Iteration 100F: 3 clusters Score -1.06669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -10666910.000000 Penalty: 3688.166260
	Iteration 101Q: 3 clusters Score -1.066691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 83435 members 
Entering Unmasked Estep 
Score: -10666919.000000 Penalty: 3688.166260
	Iteration 102Q: 3 clusters Score -1.066692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -10666917.000000 Penalty: 3688.166260
	Iteration 103Q: 3 clusters Score -1.066692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 83449 members 
Entering Unmasked Estep 
Score: -10666935.000000 Penalty: 3688.166260
	Iteration 104Q: 3 clusters Score -1.066694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -10666926.000000 Penalty: 3688.166260
	Iteration 105Q: 3 clusters Score -1.066693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 83458 members 
Entering Unmasked Estep 
Score: -10666932.000000 Penalty: 3688.166260
	Iteration 106Q: 3 clusters Score -1.066693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 83458 members 
Entering Unmasked Estep 
Score: -10666930.000000 Penalty: 3688.166260
	Iteration 107Q: 3 clusters Score -1.066693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -10666936.000000 Penalty: 3688.166260
	Iteration 108Q: 3 clusters Score -1.066694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 83460 members 
Entering Unmasked Estep 
Score: -10666932.000000 Penalty: 3688.166260
	Iteration 109Q: 3 clusters Score -1.066693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 83462 members 
Entering Unmasked Estep 
Score: -10666938.000000 Penalty: 3688.166260
	Iteration 110Q: 3 clusters Score -1.066694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -10666937.000000 Penalty: 3688.166260
	Iteration 111Q: 3 clusters Score -1.066694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -10666938.000000 Penalty: 3688.166260
	Iteration 112Q: 3 clusters Score -1.066694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -10666934.000000 Penalty: 3688.166260
	Iteration 113Q: 3 clusters Score -1.066693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -10666941.000000 Penalty: 3688.166260
	Iteration 114Q: 3 clusters Score -1.066694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -10666941.000000 Penalty: 3688.166260
	Iteration 115Q: 3 clusters Score -1.066694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -10666941.000000 Penalty: 3688.166260
	Iteration 116F: 3 clusters Score -1.066694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -39862.539062 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39862.54 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 198 members 
Entering Unmasked Estep 
Score: -38898.453125 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38898.45 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39065.730469 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -39065.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39128.605469 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -39128.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39160.695312 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -39160.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39170.394531 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -39170.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39176.156250 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -39176.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39179.628906 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -39179.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39179.628906 Penalty: 1936.488037
	Iteration 7F: 3 clusters Score -39179.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -135132.859375 Penalty: 1153.217163
	Iteration 0F: 2 clusters Score -135132.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133539.843750 Penalty: 2306.434326
	Iteration 0F: 3 clusters Score -133539.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133826.453125 Penalty: 2306.434326
	Iteration 1F: 3 clusters Score -133826.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133888.968750 Penalty: 2306.434326
	Iteration 2F: 3 clusters Score -133889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133920.609375 Penalty: 2306.434326
	Iteration 3Q: 3 clusters Score -133920.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133950.000000 Penalty: 2306.434326
	Iteration 4Q: 3 clusters Score -133950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133979.703125 Penalty: 2306.434326
	Iteration 5Q: 3 clusters Score -133979.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134009.078125 Penalty: 2306.434326
	Iteration 6Q: 3 clusters Score -134009.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -134027.218750 Penalty: 2306.434326
	Iteration 7Q: 3 clusters Score -134027.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -134042.531250 Penalty: 2306.434326
	Iteration 8Q: 3 clusters Score -134042.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -134051.921875 Penalty: 2306.434326
	Iteration 9Q: 3 clusters Score -134051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -134056.968750 Penalty: 2306.434326
	Iteration 10Q: 3 clusters Score -134057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -134064.453125 Penalty: 2306.434326
	Iteration 11Q: 3 clusters Score -134064.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134075.593750 Penalty: 2306.434326
	Iteration 12Q: 3 clusters Score -134075.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134087.687500 Penalty: 2306.434326
	Iteration 13Q: 3 clusters Score -134087.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134096.359375 Penalty: 2306.434326
	Iteration 14Q: 3 clusters Score -134096.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -134108.046875 Penalty: 2306.434326
	Iteration 15Q: 3 clusters Score -134108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -134113.296875 Penalty: 2306.434326
	Iteration 16Q: 3 clusters Score -134113.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -134115.265625 Penalty: 2306.434326
	Iteration 17Q: 3 clusters Score -134115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -134117.953125 Penalty: 2306.434326
	Iteration 18Q: 3 clusters Score -134118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -134121.359375 Penalty: 2306.434326
	Iteration 19Q: 3 clusters Score -134121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134124.359375 Penalty: 2306.434326
	Iteration 20F: 3 clusters Score -134124.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134134.062500 Penalty: 2306.434326
	Iteration 21Q: 3 clusters Score -134134.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134147.125000 Penalty: 2306.434326
	Iteration 22Q: 3 clusters Score -134147.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -134162.906250 Penalty: 2306.434326
	Iteration 23Q: 3 clusters Score -134162.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134175.937500 Penalty: 2306.434326
	Iteration 24Q: 3 clusters Score -134175.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -134188.359375 Penalty: 2306.434326
	Iteration 25Q: 3 clusters Score -134188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -134195.328125 Penalty: 2306.434326
	Iteration 26Q: 3 clusters Score -134195.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -134202.828125 Penalty: 2306.434326
	Iteration 27Q: 3 clusters Score -134202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -134206.078125 Penalty: 2306.434326
	Iteration 28Q: 3 clusters Score -134206.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -134211.953125 Penalty: 2306.434326
	Iteration 29Q: 3 clusters Score -134212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -134216.750000 Penalty: 2306.434326
	Iteration 30Q: 3 clusters Score -134216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -134224.031250 Penalty: 2306.434326
	Iteration 31Q: 3 clusters Score -134224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -134233.375000 Penalty: 2306.434326
	Iteration 32Q: 3 clusters Score -134233.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -134242.453125 Penalty: 2306.434326
	Iteration 33Q: 3 clusters Score -134242.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -134248.234375 Penalty: 2306.434326
	Iteration 34Q: 3 clusters Score -134248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -134248.234375 Penalty: 2306.434326
	Iteration 35F: 3 clusters Score -134248.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Entering Unmasked Estep 
Score: -11461723.000000 Penalty: 1856.970215
	Iteration 0F: 2 clusters Score -1.146172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -11403729.000000 Penalty: 3713.940430
	Iteration 0F: 3 clusters Score -1.140373e+07 nChanged 44013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -11429536.000000 Penalty: 3713.940430
	Iteration 1F: 3 clusters Score -1.142954e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -11431409.000000 Penalty: 3713.940430
	Iteration 2Q: 3 clusters Score -1.143141e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -11434788.000000 Penalty: 3713.940430
	Iteration 3F: 3 clusters Score -1.143479e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -11440401.000000 Penalty: 3713.940430
	Iteration 4F: 3 clusters Score -1.14404e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -11447369.000000 Penalty: 3713.940430
	Iteration 5F: 3 clusters Score -1.144737e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -11453408.000000 Penalty: 3713.940430
	Iteration 6F: 3 clusters Score -1.145341e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -11456410.000000 Penalty: 3713.940430
	Iteration 7Q: 3 clusters Score -1.145641e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -11457684.000000 Penalty: 3713.940430
	Iteration 8Q: 3 clusters Score -1.145768e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -11458407.000000 Penalty: 3713.940430
	Iteration 9Q: 3 clusters Score -1.145841e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -11459060.000000 Penalty: 3713.940430
	Iteration 10Q: 3 clusters Score -1.145906e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -11459622.000000 Penalty: 3713.940430
	Iteration 11Q: 3 clusters Score -1.145962e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -11460142.000000 Penalty: 3713.940430
	Iteration 12Q: 3 clusters Score -1.146014e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -11460520.000000 Penalty: 3713.940430
	Iteration 13Q: 3 clusters Score -1.146052e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -11460720.000000 Penalty: 3713.940430
	Iteration 14Q: 3 clusters Score -1.146072e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -11460879.000000 Penalty: 3713.940430
	Iteration 15Q: 3 clusters Score -1.146088e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -11461017.000000 Penalty: 3713.940430
	Iteration 16Q: 3 clusters Score -1.146102e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -11461136.000000 Penalty: 3713.940430
	Iteration 17Q: 3 clusters Score -1.146114e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -11461170.000000 Penalty: 3713.940430
	Iteration 18Q: 3 clusters Score -1.146117e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -11461227.000000 Penalty: 3713.940430
	Iteration 19Q: 3 clusters Score -1.146123e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -11461294.000000 Penalty: 3713.940430
	Iteration 20F: 3 clusters Score -1.146129e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -11461293.000000 Penalty: 3713.940430
	Iteration 21Q: 3 clusters Score -1.146129e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -11461255.000000 Penalty: 3713.940430
	Iteration 22Q: 3 clusters Score -1.146126e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -11461359.000000 Penalty: 3713.940430
	Iteration 23Q: 3 clusters Score -1.146136e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -11461342.000000 Penalty: 3713.940430
	Iteration 24Q: 3 clusters Score -1.146134e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88185 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -11461375.000000 Penalty: 3713.940430
	Iteration 25Q: 3 clusters Score -1.146138e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -11461339.000000 Penalty: 3713.940430
	Iteration 26Q: 3 clusters Score -1.146134e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88723 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -11461320.000000 Penalty: 3713.940430
	Iteration 27Q: 3 clusters Score -1.146132e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -11461277.000000 Penalty: 3713.940430
	Iteration 28Q: 3 clusters Score -1.146128e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89106 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -11461215.000000 Penalty: 3713.940430
	Iteration 29Q: 3 clusters Score -1.146122e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -11461189.000000 Penalty: 3713.940430
	Iteration 30Q: 3 clusters Score -1.146119e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -11461177.000000 Penalty: 3713.940430
	Iteration 31Q: 3 clusters Score -1.146118e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -11461194.000000 Penalty: 3713.940430
	Iteration 32Q: 3 clusters Score -1.146119e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -11461135.000000 Penalty: 3713.940430
	Iteration 33Q: 3 clusters Score -1.146114e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -11461117.000000 Penalty: 3713.940430
	Iteration 34Q: 3 clusters Score -1.146112e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -11461126.000000 Penalty: 3713.940430
	Iteration 35Q: 3 clusters Score -1.146113e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89832 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -11461095.000000 Penalty: 3713.940430
	Iteration 36Q: 3 clusters Score -1.14611e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -11461121.000000 Penalty: 3713.940430
	Iteration 37Q: 3 clusters Score -1.146112e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11461117.000000 Penalty: 3713.940430
	Iteration 38Q: 3 clusters Score -1.146112e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -11461118.000000 Penalty: 3713.940430
	Iteration 39Q: 3 clusters Score -1.146112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -11461131.000000 Penalty: 3713.940430
	Iteration 40F: 3 clusters Score -1.146113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -11461106.000000 Penalty: 3713.940430
	Iteration 41Q: 3 clusters Score -1.146111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -11461112.000000 Penalty: 3713.940430
	Iteration 42Q: 3 clusters Score -1.146111e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90058 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -11461104.000000 Penalty: 3713.940430
	Iteration 43Q: 3 clusters Score -1.14611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -11461105.000000 Penalty: 3713.940430
	Iteration 44Q: 3 clusters Score -1.14611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -11461074.000000 Penalty: 3713.940430
	Iteration 45Q: 3 clusters Score -1.146107e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11461081.000000 Penalty: 3713.940430
	Iteration 46Q: 3 clusters Score -1.146108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -11461073.000000 Penalty: 3713.940430
	Iteration 47Q: 3 clusters Score -1.146107e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -11461067.000000 Penalty: 3713.940430
	Iteration 48Q: 3 clusters Score -1.146107e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -11461099.000000 Penalty: 3713.940430
	Iteration 49Q: 3 clusters Score -1.14611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -11461106.000000 Penalty: 3713.940430
	Iteration 50Q: 3 clusters Score -1.146111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -11461108.000000 Penalty: 3713.940430
	Iteration 51Q: 3 clusters Score -1.146111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11461087.000000 Penalty: 3713.940430
	Iteration 52Q: 3 clusters Score -1.146109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -11461086.000000 Penalty: 3713.940430
	Iteration 53Q: 3 clusters Score -1.146109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90256 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11461086.000000 Penalty: 3713.940430
	Iteration 54Q: 3 clusters Score -1.146109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -11461081.000000 Penalty: 3713.940430
	Iteration 55Q: 3 clusters Score -1.146108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -11461083.000000 Penalty: 3713.940430
	Iteration 56Q: 3 clusters Score -1.146108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11461081.000000 Penalty: 3713.940430
	Iteration 57Q: 3 clusters Score -1.146108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11461081.000000 Penalty: 3713.940430
	Iteration 58F: 3 clusters Score -1.146108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Entering Unmasked Estep 
Score: -11428839.000000 Penalty: 1854.528931
	Iteration 0F: 2 clusters Score -1.142884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -11370581.000000 Penalty: 3709.057861
	Iteration 0F: 3 clusters Score -1.137058e+07 nChanged 43115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -11395137.000000 Penalty: 3709.057861
	Iteration 1F: 3 clusters Score -1.139514e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -11395769.000000 Penalty: 3709.057861
	Iteration 2Q: 3 clusters Score -1.139577e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -11396798.000000 Penalty: 3709.057861
	Iteration 3Q: 3 clusters Score -1.13968e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -11398150.000000 Penalty: 3709.057861
	Iteration 4Q: 3 clusters Score -1.139815e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -11400583.000000 Penalty: 3709.057861
	Iteration 5F: 3 clusters Score -1.140058e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -11404270.000000 Penalty: 3709.057861
	Iteration 6F: 3 clusters Score -1.140427e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -11408797.000000 Penalty: 3709.057861
	Iteration 7F: 3 clusters Score -1.14088e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -11413945.000000 Penalty: 3709.057861
	Iteration 8F: 3 clusters Score -1.141394e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -11417149.000000 Penalty: 3709.057861
	Iteration 9F: 3 clusters Score -1.141715e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -11418483.000000 Penalty: 3709.057861
	Iteration 10Q: 3 clusters Score -1.141848e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -11419020.000000 Penalty: 3709.057861
	Iteration 11Q: 3 clusters Score -1.141902e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -11419471.000000 Penalty: 3709.057861
	Iteration 12Q: 3 clusters Score -1.141947e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -11419881.000000 Penalty: 3709.057861
	Iteration 13Q: 3 clusters Score -1.141988e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -11420322.000000 Penalty: 3709.057861
	Iteration 14Q: 3 clusters Score -1.142032e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -11420815.000000 Penalty: 3709.057861
	Iteration 15Q: 3 clusters Score -1.142082e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -11421226.000000 Penalty: 3709.057861
	Iteration 16Q: 3 clusters Score -1.142123e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -11421563.000000 Penalty: 3709.057861
	Iteration 17Q: 3 clusters Score -1.142156e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -11421767.000000 Penalty: 3709.057861
	Iteration 18Q: 3 clusters Score -1.142177e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -11422016.000000 Penalty: 3709.057861
	Iteration 19Q: 3 clusters Score -1.142202e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -11422140.000000 Penalty: 3709.057861
	Iteration 20F: 3 clusters Score -1.142214e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -11422292.000000 Penalty: 3709.057861
	Iteration 21Q: 3 clusters Score -1.142229e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -11422394.000000 Penalty: 3709.057861
	Iteration 22Q: 3 clusters Score -1.142239e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -11422498.000000 Penalty: 3709.057861
	Iteration 23Q: 3 clusters Score -1.14225e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -11422536.000000 Penalty: 3709.057861
	Iteration 24Q: 3 clusters Score -1.142254e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -11422573.000000 Penalty: 3709.057861
	Iteration 25Q: 3 clusters Score -1.142257e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -11422599.000000 Penalty: 3709.057861
	Iteration 26Q: 3 clusters Score -1.14226e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -11422594.000000 Penalty: 3709.057861
	Iteration 27Q: 3 clusters Score -1.142259e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -11422665.000000 Penalty: 3709.057861
	Iteration 28Q: 3 clusters Score -1.142266e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -11422687.000000 Penalty: 3709.057861
	Iteration 29Q: 3 clusters Score -1.142269e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -11422665.000000 Penalty: 3709.057861
	Iteration 30Q: 3 clusters Score -1.142266e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -11422614.000000 Penalty: 3709.057861
	Iteration 31Q: 3 clusters Score -1.142261e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -11422598.000000 Penalty: 3709.057861
	Iteration 32Q: 3 clusters Score -1.14226e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -11422634.000000 Penalty: 3709.057861
	Iteration 33Q: 3 clusters Score -1.142263e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -11422605.000000 Penalty: 3709.057861
	Iteration 34Q: 3 clusters Score -1.14226e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -11422597.000000 Penalty: 3709.057861
	Iteration 35Q: 3 clusters Score -1.14226e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -11422542.000000 Penalty: 3709.057861
	Iteration 36Q: 3 clusters Score -1.142254e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -11422508.000000 Penalty: 3709.057861
	Iteration 37Q: 3 clusters Score -1.142251e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -11422498.000000 Penalty: 3709.057861
	Iteration 38Q: 3 clusters Score -1.14225e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -11422424.000000 Penalty: 3709.057861
	Iteration 39Q: 3 clusters Score -1.142242e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -11422369.000000 Penalty: 3709.057861
	Iteration 40F: 3 clusters Score -1.142237e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -11422313.000000 Penalty: 3709.057861
	Iteration 41Q: 3 clusters Score -1.142231e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -11422272.000000 Penalty: 3709.057861
	Iteration 42Q: 3 clusters Score -1.142227e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -11422207.000000 Penalty: 3709.057861
	Iteration 43Q: 3 clusters Score -1.142221e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -11422167.000000 Penalty: 3709.057861
	Iteration 44Q: 3 clusters Score -1.142217e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -11422081.000000 Penalty: 3709.057861
	Iteration 45Q: 3 clusters Score -1.142208e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -11422037.000000 Penalty: 3709.057861
	Iteration 46Q: 3 clusters Score -1.142204e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -11421990.000000 Penalty: 3709.057861
	Iteration 47Q: 3 clusters Score -1.142199e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -11421938.000000 Penalty: 3709.057861
	Iteration 48Q: 3 clusters Score -1.142194e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -11421885.000000 Penalty: 3709.057861
	Iteration 49Q: 3 clusters Score -1.142188e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -11421900.000000 Penalty: 3709.057861
	Iteration 50Q: 3 clusters Score -1.14219e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -11421879.000000 Penalty: 3709.057861
	Iteration 51Q: 3 clusters Score -1.142188e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -11421850.000000 Penalty: 3709.057861
	Iteration 52Q: 3 clusters Score -1.142185e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -11421828.000000 Penalty: 3709.057861
	Iteration 53Q: 3 clusters Score -1.142183e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -11421786.000000 Penalty: 3709.057861
	Iteration 54Q: 3 clusters Score -1.142179e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -11421738.000000 Penalty: 3709.057861
	Iteration 55Q: 3 clusters Score -1.142174e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -11421686.000000 Penalty: 3709.057861
	Iteration 56Q: 3 clusters Score -1.142169e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -11421640.000000 Penalty: 3709.057861
	Iteration 57Q: 3 clusters Score -1.142164e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -11421588.000000 Penalty: 3709.057861
	Iteration 58Q: 3 clusters Score -1.142159e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -11421559.000000 Penalty: 3709.057861
	Iteration 59Q: 3 clusters Score -1.142156e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -11421507.000000 Penalty: 3709.057861
	Iteration 60F: 3 clusters Score -1.142151e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -11421481.000000 Penalty: 3709.057861
	Iteration 61Q: 3 clusters Score -1.142148e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -11421483.000000 Penalty: 3709.057861
	Iteration 62Q: 3 clusters Score -1.142148e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -11421437.000000 Penalty: 3709.057861
	Iteration 63Q: 3 clusters Score -1.142144e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -11421329.000000 Penalty: 3709.057861
	Iteration 64Q: 3 clusters Score -1.142133e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -11421278.000000 Penalty: 3709.057861
	Iteration 65Q: 3 clusters Score -1.142128e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -11421235.000000 Penalty: 3709.057861
	Iteration 66Q: 3 clusters Score -1.142124e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -11421233.000000 Penalty: 3709.057861
	Iteration 67Q: 3 clusters Score -1.142123e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -11421214.000000 Penalty: 3709.057861
	Iteration 68Q: 3 clusters Score -1.142121e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -11421192.000000 Penalty: 3709.057861
	Iteration 69Q: 3 clusters Score -1.142119e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -11421146.000000 Penalty: 3709.057861
	Iteration 70Q: 3 clusters Score -1.142115e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -11421090.000000 Penalty: 3709.057861
	Iteration 71Q: 3 clusters Score -1.142109e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -11421019.000000 Penalty: 3709.057861
	Iteration 72Q: 3 clusters Score -1.142102e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -11420973.000000 Penalty: 3709.057861
	Iteration 73Q: 3 clusters Score -1.142097e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -11420934.000000 Penalty: 3709.057861
	Iteration 74Q: 3 clusters Score -1.142093e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -11420909.000000 Penalty: 3709.057861
	Iteration 75Q: 3 clusters Score -1.142091e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -11420877.000000 Penalty: 3709.057861
	Iteration 76Q: 3 clusters Score -1.142088e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -11420863.000000 Penalty: 3709.057861
	Iteration 77Q: 3 clusters Score -1.142086e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -11420842.000000 Penalty: 3709.057861
	Iteration 78Q: 3 clusters Score -1.142084e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -11420855.000000 Penalty: 3709.057861
	Iteration 79Q: 3 clusters Score -1.142086e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -11420813.000000 Penalty: 3709.057861
	Iteration 80F: 3 clusters Score -1.142081e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -11420763.000000 Penalty: 3709.057861
	Iteration 81Q: 3 clusters Score -1.142076e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -11420711.000000 Penalty: 3709.057861
	Iteration 82Q: 3 clusters Score -1.142071e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -11420669.000000 Penalty: 3709.057861
	Iteration 83Q: 3 clusters Score -1.142067e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -11420632.000000 Penalty: 3709.057861
	Iteration 84Q: 3 clusters Score -1.142063e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -11420588.000000 Penalty: 3709.057861
	Iteration 85Q: 3 clusters Score -1.142059e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -11420604.000000 Penalty: 3709.057861
	Iteration 86Q: 3 clusters Score -1.14206e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -11420547.000000 Penalty: 3709.057861
	Iteration 87Q: 3 clusters Score -1.142055e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -11420469.000000 Penalty: 3709.057861
	Iteration 88Q: 3 clusters Score -1.142047e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -11420417.000000 Penalty: 3709.057861
	Iteration 89Q: 3 clusters Score -1.142042e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -11420410.000000 Penalty: 3709.057861
	Iteration 90Q: 3 clusters Score -1.142041e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -11420369.000000 Penalty: 3709.057861
	Iteration 91Q: 3 clusters Score -1.142037e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -11420308.000000 Penalty: 3709.057861
	Iteration 92Q: 3 clusters Score -1.142031e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -11420324.000000 Penalty: 3709.057861
	Iteration 93Q: 3 clusters Score -1.142032e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71112 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -11420311.000000 Penalty: 3709.057861
	Iteration 94Q: 3 clusters Score -1.142031e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -11420295.000000 Penalty: 3709.057861
	Iteration 95Q: 3 clusters Score -1.14203e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -11420252.000000 Penalty: 3709.057861
	Iteration 96Q: 3 clusters Score -1.142025e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -11420253.000000 Penalty: 3709.057861
	Iteration 97Q: 3 clusters Score -1.142025e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -11420223.000000 Penalty: 3709.057861
	Iteration 98Q: 3 clusters Score -1.142022e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73993 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -11420150.000000 Penalty: 3709.057861
	Iteration 99Q: 3 clusters Score -1.142015e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -11420210.000000 Penalty: 3709.057861
	Iteration 100F: 3 clusters Score -1.142021e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -11420162.000000 Penalty: 3709.057861
	Iteration 101Q: 3 clusters Score -1.142016e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -11420146.000000 Penalty: 3709.057861
	Iteration 102Q: 3 clusters Score -1.142015e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -11420113.000000 Penalty: 3709.057861
	Iteration 103Q: 3 clusters Score -1.142011e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -11420059.000000 Penalty: 3709.057861
	Iteration 104Q: 3 clusters Score -1.142006e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -11420091.000000 Penalty: 3709.057861
	Iteration 105Q: 3 clusters Score -1.142009e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -11420098.000000 Penalty: 3709.057861
	Iteration 106Q: 3 clusters Score -1.14201e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -11420101.000000 Penalty: 3709.057861
	Iteration 107Q: 3 clusters Score -1.14201e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -11420116.000000 Penalty: 3709.057861
	Iteration 108Q: 3 clusters Score -1.142012e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -11420092.000000 Penalty: 3709.057861
	Iteration 109Q: 3 clusters Score -1.142009e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -11420159.000000 Penalty: 3709.057861
	Iteration 110Q: 3 clusters Score -1.142016e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -11420194.000000 Penalty: 3709.057861
	Iteration 111Q: 3 clusters Score -1.142019e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -11420202.000000 Penalty: 3709.057861
	Iteration 112Q: 3 clusters Score -1.14202e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -11420207.000000 Penalty: 3709.057861
	Iteration 113Q: 3 clusters Score -1.142021e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -11420242.000000 Penalty: 3709.057861
	Iteration 114Q: 3 clusters Score -1.142024e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -11420307.000000 Penalty: 3709.057861
	Iteration 115Q: 3 clusters Score -1.142031e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -11420500.000000 Penalty: 3709.057861
	Iteration 116Q: 3 clusters Score -1.14205e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -11420881.000000 Penalty: 3709.057861
	Iteration 117Q: 3 clusters Score -1.142088e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -11421182.000000 Penalty: 3709.057861
	Iteration 118Q: 3 clusters Score -1.142118e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -11421525.000000 Penalty: 3709.057861
	Iteration 119Q: 3 clusters Score -1.142152e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -11421839.000000 Penalty: 3709.057861
	Iteration 120F: 3 clusters Score -1.142184e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -11422153.000000 Penalty: 3709.057861
	Iteration 121Q: 3 clusters Score -1.142215e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -11422522.000000 Penalty: 3709.057861
	Iteration 122Q: 3 clusters Score -1.142252e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -11422796.000000 Penalty: 3709.057861
	Iteration 123Q: 3 clusters Score -1.14228e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -11423033.000000 Penalty: 3709.057861
	Iteration 124Q: 3 clusters Score -1.142303e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -11423350.000000 Penalty: 3709.057861
	Iteration 125Q: 3 clusters Score -1.142335e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -11423649.000000 Penalty: 3709.057861
	Iteration 126Q: 3 clusters Score -1.142365e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -11423974.000000 Penalty: 3709.057861
	Iteration 127Q: 3 clusters Score -1.142397e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -11424173.000000 Penalty: 3709.057861
	Iteration 128Q: 3 clusters Score -1.142417e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -11424502.000000 Penalty: 3709.057861
	Iteration 129Q: 3 clusters Score -1.14245e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -11424751.000000 Penalty: 3709.057861
	Iteration 130Q: 3 clusters Score -1.142475e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -11425015.000000 Penalty: 3709.057861
	Iteration 131Q: 3 clusters Score -1.142502e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -11425216.000000 Penalty: 3709.057861
	Iteration 132Q: 3 clusters Score -1.142522e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -11425390.000000 Penalty: 3709.057861
	Iteration 133Q: 3 clusters Score -1.142539e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -11425550.000000 Penalty: 3709.057861
	Iteration 134Q: 3 clusters Score -1.142555e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -11425705.000000 Penalty: 3709.057861
	Iteration 135Q: 3 clusters Score -1.14257e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -11425841.000000 Penalty: 3709.057861
	Iteration 136Q: 3 clusters Score -1.142584e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -11425961.000000 Penalty: 3709.057861
	Iteration 137Q: 3 clusters Score -1.142596e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -11426086.000000 Penalty: 3709.057861
	Iteration 138Q: 3 clusters Score -1.142609e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -11426192.000000 Penalty: 3709.057861
	Iteration 139Q: 3 clusters Score -1.142619e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -11426275.000000 Penalty: 3709.057861
	Iteration 140F: 3 clusters Score -1.142628e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -11426348.000000 Penalty: 3709.057861
	Iteration 141Q: 3 clusters Score -1.142635e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -11426384.000000 Penalty: 3709.057861
	Iteration 142Q: 3 clusters Score -1.142638e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -11426467.000000 Penalty: 3709.057861
	Iteration 143Q: 3 clusters Score -1.142647e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -11426500.000000 Penalty: 3709.057861
	Iteration 144Q: 3 clusters Score -1.14265e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -11426543.000000 Penalty: 3709.057861
	Iteration 145Q: 3 clusters Score -1.142654e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -11426578.000000 Penalty: 3709.057861
	Iteration 146Q: 3 clusters Score -1.142658e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -11426632.000000 Penalty: 3709.057861
	Iteration 147Q: 3 clusters Score -1.142663e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -11426664.000000 Penalty: 3709.057861
	Iteration 148Q: 3 clusters Score -1.142666e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -11426678.000000 Penalty: 3709.057861
	Iteration 149Q: 3 clusters Score -1.142668e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -11426729.000000 Penalty: 3709.057861
	Iteration 150Q: 3 clusters Score -1.142673e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -11426774.000000 Penalty: 3709.057861
	Iteration 151Q: 3 clusters Score -1.142677e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88584 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -11426812.000000 Penalty: 3709.057861
	Iteration 152Q: 3 clusters Score -1.142681e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11426838.000000 Penalty: 3709.057861
	Iteration 153Q: 3 clusters Score -1.142684e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -11426846.000000 Penalty: 3709.057861
	Iteration 154Q: 3 clusters Score -1.142685e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88740 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -11426886.000000 Penalty: 3709.057861
	Iteration 155Q: 3 clusters Score -1.142689e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -11426917.000000 Penalty: 3709.057861
	Iteration 156Q: 3 clusters Score -1.142692e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11426940.000000 Penalty: 3709.057861
	Iteration 157Q: 3 clusters Score -1.142694e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -11426946.000000 Penalty: 3709.057861
	Iteration 158Q: 3 clusters Score -1.142695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -11426963.000000 Penalty: 3709.057861
	Iteration 159Q: 3 clusters Score -1.142696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88875 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -11426962.000000 Penalty: 3709.057861
	Iteration 160F: 3 clusters Score -1.142696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -11426983.000000 Penalty: 3709.057861
	Iteration 161Q: 3 clusters Score -1.142698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88910 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11427012.000000 Penalty: 3709.057861
	Iteration 162Q: 3 clusters Score -1.142701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -11427025.000000 Penalty: 3709.057861
	Iteration 163Q: 3 clusters Score -1.142702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11427049.000000 Penalty: 3709.057861
	Iteration 164Q: 3 clusters Score -1.142705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11427056.000000 Penalty: 3709.057861
	Iteration 165Q: 3 clusters Score -1.142706e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -11427067.000000 Penalty: 3709.057861
	Iteration 166Q: 3 clusters Score -1.142707e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11427095.000000 Penalty: 3709.057861
	Iteration 167Q: 3 clusters Score -1.14271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11427093.000000 Penalty: 3709.057861
	Iteration 168Q: 3 clusters Score -1.142709e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11427122.000000 Penalty: 3709.057861
	Iteration 169Q: 3 clusters Score -1.142712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11427145.000000 Penalty: 3709.057861
	Iteration 170Q: 3 clusters Score -1.142714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11427160.000000 Penalty: 3709.057861
	Iteration 171Q: 3 clusters Score -1.142716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -11427202.000000 Penalty: 3709.057861
	Iteration 172Q: 3 clusters Score -1.14272e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11427203.000000 Penalty: 3709.057861
	Iteration 173Q: 3 clusters Score -1.14272e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11427204.000000 Penalty: 3709.057861
	Iteration 174Q: 3 clusters Score -1.14272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -11427216.000000 Penalty: 3709.057861
	Iteration 175Q: 3 clusters Score -1.142722e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11427229.000000 Penalty: 3709.057861
	Iteration 176Q: 3 clusters Score -1.142723e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -11427265.000000 Penalty: 3709.057861
	Iteration 177Q: 3 clusters Score -1.142726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11427272.000000 Penalty: 3709.057861
	Iteration 178Q: 3 clusters Score -1.142727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11427289.000000 Penalty: 3709.057861
	Iteration 179Q: 3 clusters Score -1.142729e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89343 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -11427295.000000 Penalty: 3709.057861
	Iteration 180F: 3 clusters Score -1.14273e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11427310.000000 Penalty: 3709.057861
	Iteration 181Q: 3 clusters Score -1.142731e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -11427342.000000 Penalty: 3709.057861
	Iteration 182Q: 3 clusters Score -1.142734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11427360.000000 Penalty: 3709.057861
	Iteration 183Q: 3 clusters Score -1.142736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11427365.000000 Penalty: 3709.057861
	Iteration 184Q: 3 clusters Score -1.142736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89462 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11427379.000000 Penalty: 3709.057861
	Iteration 185Q: 3 clusters Score -1.142738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89479 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11427373.000000 Penalty: 3709.057861
	Iteration 186Q: 3 clusters Score -1.142737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -11427400.000000 Penalty: 3709.057861
	Iteration 187Q: 3 clusters Score -1.14274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11427427.000000 Penalty: 3709.057861
	Iteration 188Q: 3 clusters Score -1.142743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11427435.000000 Penalty: 3709.057861
	Iteration 189Q: 3 clusters Score -1.142744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11427428.000000 Penalty: 3709.057861
	Iteration 190Q: 3 clusters Score -1.142743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89524 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11427430.000000 Penalty: 3709.057861
	Iteration 191Q: 3 clusters Score -1.142743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11427429.000000 Penalty: 3709.057861
	Iteration 192Q: 3 clusters Score -1.142743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11427421.000000 Penalty: 3709.057861
	Iteration 193Q: 3 clusters Score -1.142742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89535 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11427413.000000 Penalty: 3709.057861
	Iteration 194Q: 3 clusters Score -1.142741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11427418.000000 Penalty: 3709.057861
	Iteration 195Q: 3 clusters Score -1.142742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11427414.000000 Penalty: 3709.057861
	Iteration 196Q: 3 clusters Score -1.142741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11427416.000000 Penalty: 3709.057861
	Iteration 197Q: 3 clusters Score -1.142742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11427407.000000 Penalty: 3709.057861
	Iteration 198Q: 3 clusters Score -1.142741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11427406.000000 Penalty: 3709.057861
	Iteration 199Q: 3 clusters Score -1.142741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11427406.000000 Penalty: 3709.057861
	Iteration 200F: 3 clusters Score -1.142741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Entering Unmasked Estep 
Score: -482227.187500 Penalty: 1351.993652
	Iteration 0F: 2 clusters Score -482227.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -478795.906250 Penalty: 2703.987305
	Iteration 0F: 3 clusters Score -478795.9 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -479680.875000 Penalty: 2703.987305
	Iteration 1F: 3 clusters Score -479680.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -479851.156250 Penalty: 2703.987305
	Iteration 2F: 3 clusters Score -479851.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -479964.593750 Penalty: 2703.987305
	Iteration 3F: 3 clusters Score -479964.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -480029.312500 Penalty: 2703.987305
	Iteration 4Q: 3 clusters Score -480029.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -480093.687500 Penalty: 2703.987305
	Iteration 5Q: 3 clusters Score -480093.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -480163.875000 Penalty: 2703.987305
	Iteration 6Q: 3 clusters Score -480163.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -480217.000000 Penalty: 2703.987305
	Iteration 7Q: 3 clusters Score -480217 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -480264.593750 Penalty: 2703.987305
	Iteration 8Q: 3 clusters Score -480264.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -480294.562500 Penalty: 2703.987305
	Iteration 9Q: 3 clusters Score -480294.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -480310.656250 Penalty: 2703.987305
	Iteration 10Q: 3 clusters Score -480310.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -480329.562500 Penalty: 2703.987305
	Iteration 11Q: 3 clusters Score -480329.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -480344.531250 Penalty: 2703.987305
	Iteration 12Q: 3 clusters Score -480344.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -480359.343750 Penalty: 2703.987305
	Iteration 13Q: 3 clusters Score -480359.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -480384.687500 Penalty: 2703.987305
	Iteration 14Q: 3 clusters Score -480384.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -480417.500000 Penalty: 2703.987305
	Iteration 15Q: 3 clusters Score -480417.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -480458.937500 Penalty: 2703.987305
	Iteration 16Q: 3 clusters Score -480458.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -480510.781250 Penalty: 2703.987305
	Iteration 17Q: 3 clusters Score -480510.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -480570.187500 Penalty: 2703.987305
	Iteration 18Q: 3 clusters Score -480570.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -480642.968750 Penalty: 2703.987305
	Iteration 19Q: 3 clusters Score -480643 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -480737.906250 Penalty: 2703.987305
	Iteration 20F: 3 clusters Score -480737.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -480862.093750 Penalty: 2703.987305
	Iteration 21Q: 3 clusters Score -480862.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -480979.968750 Penalty: 2703.987305
	Iteration 22Q: 3 clusters Score -480980 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -481107.968750 Penalty: 2703.987305
	Iteration 23Q: 3 clusters Score -481108 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -481202.000000 Penalty: 2703.987305
	Iteration 24Q: 3 clusters Score -481202 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -481270.187500 Penalty: 2703.987305
	Iteration 25Q: 3 clusters Score -481270.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -481328.093750 Penalty: 2703.987305
	Iteration 26Q: 3 clusters Score -481328.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -481369.750000 Penalty: 2703.987305
	Iteration 27Q: 3 clusters Score -481369.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -481402.750000 Penalty: 2703.987305
	Iteration 28Q: 3 clusters Score -481402.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -481431.562500 Penalty: 2703.987305
	Iteration 29Q: 3 clusters Score -481431.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -481446.718750 Penalty: 2703.987305
	Iteration 30Q: 3 clusters Score -481446.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -481464.718750 Penalty: 2703.987305
	Iteration 31Q: 3 clusters Score -481464.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -481481.250000 Penalty: 2703.987305
	Iteration 32Q: 3 clusters Score -481481.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -481494.125000 Penalty: 2703.987305
	Iteration 33Q: 3 clusters Score -481494.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -481499.062500 Penalty: 2703.987305
	Iteration 34Q: 3 clusters Score -481499.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -481506.781250 Penalty: 2703.987305
	Iteration 35Q: 3 clusters Score -481506.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -481512.000000 Penalty: 2703.987305
	Iteration 36Q: 3 clusters Score -481512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -481514.656250 Penalty: 2703.987305
	Iteration 37Q: 3 clusters Score -481514.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -481517.062500 Penalty: 2703.987305
	Iteration 38Q: 3 clusters Score -481517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -481518.531250 Penalty: 2703.987305
	Iteration 39Q: 3 clusters Score -481518.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -481520.125000 Penalty: 2703.987305
	Iteration 40F: 3 clusters Score -481520.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -481523.281250 Penalty: 2703.987305
	Iteration 41Q: 3 clusters Score -481523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -481526.625000 Penalty: 2703.987305
	Iteration 42Q: 3 clusters Score -481526.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -481530.281250 Penalty: 2703.987305
	Iteration 43Q: 3 clusters Score -481530.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -481535.312500 Penalty: 2703.987305
	Iteration 44Q: 3 clusters Score -481535.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -481542.156250 Penalty: 2703.987305
	Iteration 45Q: 3 clusters Score -481542.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -481549.531250 Penalty: 2703.987305
	Iteration 46Q: 3 clusters Score -481549.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -481556.875000 Penalty: 2703.987305
	Iteration 47Q: 3 clusters Score -481556.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -481564.187500 Penalty: 2703.987305
	Iteration 48Q: 3 clusters Score -481564.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -481570.343750 Penalty: 2703.987305
	Iteration 49Q: 3 clusters Score -481570.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -481579.218750 Penalty: 2703.987305
	Iteration 50Q: 3 clusters Score -481579.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -481590.187500 Penalty: 2703.987305
	Iteration 51Q: 3 clusters Score -481590.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -481612.687500 Penalty: 2703.987305
	Iteration 52Q: 3 clusters Score -481612.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -481648.000000 Penalty: 2703.987305
	Iteration 53Q: 3 clusters Score -481648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -481689.625000 Penalty: 2703.987305
	Iteration 54Q: 3 clusters Score -481689.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -481727.718750 Penalty: 2703.987305
	Iteration 55Q: 3 clusters Score -481727.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -481752.343750 Penalty: 2703.987305
	Iteration 56Q: 3 clusters Score -481752.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -481782.093750 Penalty: 2703.987305
	Iteration 57Q: 3 clusters Score -481782.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -481816.125000 Penalty: 2703.987305
	Iteration 58Q: 3 clusters Score -481816.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -481838.937500 Penalty: 2703.987305
	Iteration 59Q: 3 clusters Score -481838.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -481857.718750 Penalty: 2703.987305
	Iteration 60F: 3 clusters Score -481857.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -481878.781250 Penalty: 2703.987305
	Iteration 61Q: 3 clusters Score -481878.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -481895.750000 Penalty: 2703.987305
	Iteration 62Q: 3 clusters Score -481895.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -481905.718750 Penalty: 2703.987305
	Iteration 63Q: 3 clusters Score -481905.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -481914.875000 Penalty: 2703.987305
	Iteration 64Q: 3 clusters Score -481914.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -481924.312500 Penalty: 2703.987305
	Iteration 65Q: 3 clusters Score -481924.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -481929.093750 Penalty: 2703.987305
	Iteration 66Q: 3 clusters Score -481929.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -481933.468750 Penalty: 2703.987305
	Iteration 67Q: 3 clusters Score -481933.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -481934.625000 Penalty: 2703.987305
	Iteration 68Q: 3 clusters Score -481934.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -481934.750000 Penalty: 2703.987305
	Iteration 69Q: 3 clusters Score -481934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -481935.531250 Penalty: 2703.987305
	Iteration 70Q: 3 clusters Score -481935.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -481936.406250 Penalty: 2703.987305
	Iteration 71Q: 3 clusters Score -481936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -481937.281250 Penalty: 2703.987305
	Iteration 72Q: 3 clusters Score -481937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -481937.218750 Penalty: 2703.987305
	Iteration 73Q: 3 clusters Score -481937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -481937.218750 Penalty: 2703.987305
	Iteration 74F: 3 clusters Score -481937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (89487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Entering Unmasked Estep 
Score: -10967828.000000 Penalty: 1852.800415
	Iteration 0F: 2 clusters Score -1.096783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -10908075.000000 Penalty: 3705.600830
	Iteration 0F: 3 clusters Score -1.090808e+07 nChanged 42726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -10932596.000000 Penalty: 3705.600830
	Iteration 1F: 3 clusters Score -1.09326e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -10932950.000000 Penalty: 3705.600830
	Iteration 2Q: 3 clusters Score -1.093295e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -10933222.000000 Penalty: 3705.600830
	Iteration 3Q: 3 clusters Score -1.093322e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -10933553.000000 Penalty: 3705.600830
	Iteration 4Q: 3 clusters Score -1.093355e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -10933896.000000 Penalty: 3705.600830
	Iteration 5Q: 3 clusters Score -1.09339e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -10934218.000000 Penalty: 3705.600830
	Iteration 6Q: 3 clusters Score -1.093422e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -10934539.000000 Penalty: 3705.600830
	Iteration 7Q: 3 clusters Score -1.093454e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -10935015.000000 Penalty: 3705.600830
	Iteration 8Q: 3 clusters Score -1.093502e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -10935600.000000 Penalty: 3705.600830
	Iteration 9Q: 3 clusters Score -1.09356e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -10936504.000000 Penalty: 3705.600830
	Iteration 10Q: 3 clusters Score -1.09365e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -10937885.000000 Penalty: 3705.600830
	Iteration 11Q: 3 clusters Score -1.093788e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -10940190.000000 Penalty: 3705.600830
	Iteration 12Q: 3 clusters Score -1.094019e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -10943651.000000 Penalty: 3705.600830
	Iteration 13F: 3 clusters Score -1.094365e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -10947728.000000 Penalty: 3705.600830
	Iteration 14F: 3 clusters Score -1.094773e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -10951214.000000 Penalty: 3705.600830
	Iteration 15F: 3 clusters Score -1.095121e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -10953048.000000 Penalty: 3705.600830
	Iteration 16Q: 3 clusters Score -1.095305e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -10954067.000000 Penalty: 3705.600830
	Iteration 17Q: 3 clusters Score -1.095407e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -10954822.000000 Penalty: 3705.600830
	Iteration 18Q: 3 clusters Score -1.095482e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -10955652.000000 Penalty: 3705.600830
	Iteration 19Q: 3 clusters Score -1.095565e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -10956430.000000 Penalty: 3705.600830
	Iteration 20F: 3 clusters Score -1.095643e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -10957344.000000 Penalty: 3705.600830
	Iteration 21Q: 3 clusters Score -1.095734e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -10958331.000000 Penalty: 3705.600830
	Iteration 22Q: 3 clusters Score -1.095833e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -10959257.000000 Penalty: 3705.600830
	Iteration 23Q: 3 clusters Score -1.095926e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -10960224.000000 Penalty: 3705.600830
	Iteration 24Q: 3 clusters Score -1.096022e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -10960938.000000 Penalty: 3705.600830
	Iteration 25Q: 3 clusters Score -1.096094e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -10961593.000000 Penalty: 3705.600830
	Iteration 26Q: 3 clusters Score -1.096159e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -10962213.000000 Penalty: 3705.600830
	Iteration 27Q: 3 clusters Score -1.096221e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -10962850.000000 Penalty: 3705.600830
	Iteration 28Q: 3 clusters Score -1.096285e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -10963507.000000 Penalty: 3705.600830
	Iteration 29Q: 3 clusters Score -1.096351e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -10963931.000000 Penalty: 3705.600830
	Iteration 30Q: 3 clusters Score -1.096393e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -10964379.000000 Penalty: 3705.600830
	Iteration 31Q: 3 clusters Score -1.096438e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -10964722.000000 Penalty: 3705.600830
	Iteration 32Q: 3 clusters Score -1.096472e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -10965004.000000 Penalty: 3705.600830
	Iteration 33Q: 3 clusters Score -1.0965e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -10965214.000000 Penalty: 3705.600830
	Iteration 34Q: 3 clusters Score -1.096521e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -10965380.000000 Penalty: 3705.600830
	Iteration 35Q: 3 clusters Score -1.096538e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -10965507.000000 Penalty: 3705.600830
	Iteration 36Q: 3 clusters Score -1.096551e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -10965650.000000 Penalty: 3705.600830
	Iteration 37Q: 3 clusters Score -1.096565e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -10965764.000000 Penalty: 3705.600830
	Iteration 38Q: 3 clusters Score -1.096576e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10965846.000000 Penalty: 3705.600830
	Iteration 39Q: 3 clusters Score -1.096585e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -10965944.000000 Penalty: 3705.600830
	Iteration 40F: 3 clusters Score -1.096594e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10965973.000000 Penalty: 3705.600830
	Iteration 41Q: 3 clusters Score -1.096597e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10966022.000000 Penalty: 3705.600830
	Iteration 42Q: 3 clusters Score -1.096602e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88591 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10966066.000000 Penalty: 3705.600830
	Iteration 43Q: 3 clusters Score -1.096607e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10966130.000000 Penalty: 3705.600830
	Iteration 44Q: 3 clusters Score -1.096613e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10966153.000000 Penalty: 3705.600830
	Iteration 45Q: 3 clusters Score -1.096615e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10966180.000000 Penalty: 3705.600830
	Iteration 46Q: 3 clusters Score -1.096618e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10966219.000000 Penalty: 3705.600830
	Iteration 47Q: 3 clusters Score -1.096622e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10966234.000000 Penalty: 3705.600830
	Iteration 48Q: 3 clusters Score -1.096623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10966233.000000 Penalty: 3705.600830
	Iteration 49Q: 3 clusters Score -1.096623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10966249.000000 Penalty: 3705.600830
	Iteration 50Q: 3 clusters Score -1.096625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10966258.000000 Penalty: 3705.600830
	Iteration 51Q: 3 clusters Score -1.096626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10966269.000000 Penalty: 3705.600830
	Iteration 52Q: 3 clusters Score -1.096627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10966284.000000 Penalty: 3705.600830
	Iteration 53Q: 3 clusters Score -1.096628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10966284.000000 Penalty: 3705.600830
	Iteration 54Q: 3 clusters Score -1.096628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10966284.000000 Penalty: 3705.600830
	Iteration 55Q: 3 clusters Score -1.096628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10966290.000000 Penalty: 3705.600830
	Iteration 56Q: 3 clusters Score -1.096629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10966301.000000 Penalty: 3705.600830
	Iteration 57Q: 3 clusters Score -1.09663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10966308.000000 Penalty: 3705.600830
	Iteration 58Q: 3 clusters Score -1.096631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10966305.000000 Penalty: 3705.600830
	Iteration 59Q: 3 clusters Score -1.09663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10966303.000000 Penalty: 3705.600830
	Iteration 60F: 3 clusters Score -1.09663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10966311.000000 Penalty: 3705.600830
	Iteration 61Q: 3 clusters Score -1.096631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10966311.000000 Penalty: 3705.600830
	Iteration 62Q: 3 clusters Score -1.096631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89035 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10966310.000000 Penalty: 3705.600830
	Iteration 63Q: 3 clusters Score -1.096631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10966312.000000 Penalty: 3705.600830
	Iteration 64Q: 3 clusters Score -1.096631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10966317.000000 Penalty: 3705.600830
	Iteration 65Q: 3 clusters Score -1.096632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10966322.000000 Penalty: 3705.600830
	Iteration 66Q: 3 clusters Score -1.096632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10966316.000000 Penalty: 3705.600830
	Iteration 67Q: 3 clusters Score -1.096632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10966317.000000 Penalty: 3705.600830
	Iteration 68Q: 3 clusters Score -1.096632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10966309.000000 Penalty: 3705.600830
	Iteration 69Q: 3 clusters Score -1.096631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10966316.000000 Penalty: 3705.600830
	Iteration 70Q: 3 clusters Score -1.096632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10966320.000000 Penalty: 3705.600830
	Iteration 71Q: 3 clusters Score -1.096632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10966325.000000 Penalty: 3705.600830
	Iteration 72Q: 3 clusters Score -1.096632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10966337.000000 Penalty: 3705.600830
	Iteration 73Q: 3 clusters Score -1.096634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10966330.000000 Penalty: 3705.600830
	Iteration 74Q: 3 clusters Score -1.096633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10966336.000000 Penalty: 3705.600830
	Iteration 75Q: 3 clusters Score -1.096634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10966329.000000 Penalty: 3705.600830
	Iteration 76Q: 3 clusters Score -1.096633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10966327.000000 Penalty: 3705.600830
	Iteration 77Q: 3 clusters Score -1.096633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10966351.000000 Penalty: 3705.600830
	Iteration 78Q: 3 clusters Score -1.096635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10966336.000000 Penalty: 3705.600830
	Iteration 79Q: 3 clusters Score -1.096634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10966336.000000 Penalty: 3705.600830
	Iteration 80F: 3 clusters Score -1.096634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Entering Unmasked Estep 
Score: -701053.562500 Penalty: 1407.909790
	Iteration 0F: 2 clusters Score -701053.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -696562.375000 Penalty: 2815.819580
	Iteration 0F: 3 clusters Score -696562.4 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -697890.437500 Penalty: 2815.819580
	Iteration 1F: 3 clusters Score -697890.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -698141.062500 Penalty: 2815.819580
	Iteration 2F: 3 clusters Score -698141.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -698352.187500 Penalty: 2815.819580
	Iteration 3F: 3 clusters Score -698352.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -698517.250000 Penalty: 2815.819580
	Iteration 4F: 3 clusters Score -698517.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -698648.687500 Penalty: 2815.819580
	Iteration 5Q: 3 clusters Score -698648.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -698758.125000 Penalty: 2815.819580
	Iteration 6Q: 3 clusters Score -698758.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -698877.625000 Penalty: 2815.819580
	Iteration 7Q: 3 clusters Score -698877.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -698993.625000 Penalty: 2815.819580
	Iteration 8Q: 3 clusters Score -698993.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -699101.687500 Penalty: 2815.819580
	Iteration 9Q: 3 clusters Score -699101.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -699213.312500 Penalty: 2815.819580
	Iteration 10Q: 3 clusters Score -699213.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -699304.062500 Penalty: 2815.819580
	Iteration 11Q: 3 clusters Score -699304.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -699372.500000 Penalty: 2815.819580
	Iteration 12Q: 3 clusters Score -699372.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -699429.125000 Penalty: 2815.819580
	Iteration 13Q: 3 clusters Score -699429.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -699468.562500 Penalty: 2815.819580
	Iteration 14Q: 3 clusters Score -699468.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -699510.562500 Penalty: 2815.819580
	Iteration 15Q: 3 clusters Score -699510.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -699540.750000 Penalty: 2815.819580
	Iteration 16Q: 3 clusters Score -699540.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -699564.062500 Penalty: 2815.819580
	Iteration 17Q: 3 clusters Score -699564.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -699580.812500 Penalty: 2815.819580
	Iteration 18Q: 3 clusters Score -699580.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -699595.562500 Penalty: 2815.819580
	Iteration 19Q: 3 clusters Score -699595.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -699608.500000 Penalty: 2815.819580
	Iteration 20F: 3 clusters Score -699608.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -699616.437500 Penalty: 2815.819580
	Iteration 21Q: 3 clusters Score -699616.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -699620.687500 Penalty: 2815.819580
	Iteration 22Q: 3 clusters Score -699620.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -699623.312500 Penalty: 2815.819580
	Iteration 23Q: 3 clusters Score -699623.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -699625.250000 Penalty: 2815.819580
	Iteration 24Q: 3 clusters Score -699625.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -699627.375000 Penalty: 2815.819580
	Iteration 25Q: 3 clusters Score -699627.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -699629.250000 Penalty: 2815.819580
	Iteration 26Q: 3 clusters Score -699629.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -699630.187500 Penalty: 2815.819580
	Iteration 27Q: 3 clusters Score -699630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -699632.000000 Penalty: 2815.819580
	Iteration 28Q: 3 clusters Score -699632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -699634.000000 Penalty: 2815.819580
	Iteration 29Q: 3 clusters Score -699634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -699636.812500 Penalty: 2815.819580
	Iteration 30Q: 3 clusters Score -699636.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -699637.312500 Penalty: 2815.819580
	Iteration 31Q: 3 clusters Score -699637.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -699639.812500 Penalty: 2815.819580
	Iteration 32Q: 3 clusters Score -699639.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -699643.562500 Penalty: 2815.819580
	Iteration 33Q: 3 clusters Score -699643.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -699648.812500 Penalty: 2815.819580
	Iteration 34Q: 3 clusters Score -699648.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -699653.687500 Penalty: 2815.819580
	Iteration 35Q: 3 clusters Score -699653.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -699656.812500 Penalty: 2815.819580
	Iteration 36Q: 3 clusters Score -699656.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -699661.500000 Penalty: 2815.819580
	Iteration 37Q: 3 clusters Score -699661.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -699668.062500 Penalty: 2815.819580
	Iteration 38Q: 3 clusters Score -699668.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -699672.125000 Penalty: 2815.819580
	Iteration 39Q: 3 clusters Score -699672.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -699682.187500 Penalty: 2815.819580
	Iteration 40F: 3 clusters Score -699682.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -699695.812500 Penalty: 2815.819580
	Iteration 41Q: 3 clusters Score -699695.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -699706.187500 Penalty: 2815.819580
	Iteration 42Q: 3 clusters Score -699706.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -699715.812500 Penalty: 2815.819580
	Iteration 43Q: 3 clusters Score -699715.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -699724.500000 Penalty: 2815.819580
	Iteration 44Q: 3 clusters Score -699724.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -699733.250000 Penalty: 2815.819580
	Iteration 45Q: 3 clusters Score -699733.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -699742.562500 Penalty: 2815.819580
	Iteration 46Q: 3 clusters Score -699742.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -699750.125000 Penalty: 2815.819580
	Iteration 47Q: 3 clusters Score -699750.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -699759.875000 Penalty: 2815.819580
	Iteration 48Q: 3 clusters Score -699759.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -699765.437500 Penalty: 2815.819580
	Iteration 49Q: 3 clusters Score -699765.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -699772.000000 Penalty: 2815.819580
	Iteration 50Q: 3 clusters Score -699772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -699777.625000 Penalty: 2815.819580
	Iteration 51Q: 3 clusters Score -699777.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -699783.000000 Penalty: 2815.819580
	Iteration 52Q: 3 clusters Score -699783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -699794.812500 Penalty: 2815.819580
	Iteration 53Q: 3 clusters Score -699794.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -699810.375000 Penalty: 2815.819580
	Iteration 54Q: 3 clusters Score -699810.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -699817.750000 Penalty: 2815.819580
	Iteration 55Q: 3 clusters Score -699817.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -699822.687500 Penalty: 2815.819580
	Iteration 56Q: 3 clusters Score -699822.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -699827.625000 Penalty: 2815.819580
	Iteration 57Q: 3 clusters Score -699827.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -699832.187500 Penalty: 2815.819580
	Iteration 58Q: 3 clusters Score -699832.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -699839.062500 Penalty: 2815.819580
	Iteration 59Q: 3 clusters Score -699839.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -699842.562500 Penalty: 2815.819580
	Iteration 60F: 3 clusters Score -699842.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -699846.687500 Penalty: 2815.819580
	Iteration 61Q: 3 clusters Score -699846.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -699846.937500 Penalty: 2815.819580
	Iteration 62Q: 3 clusters Score -699846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -699847.875000 Penalty: 2815.819580
	Iteration 63Q: 3 clusters Score -699847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -699849.375000 Penalty: 2815.819580
	Iteration 64Q: 3 clusters Score -699849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -699850.500000 Penalty: 2815.819580
	Iteration 65Q: 3 clusters Score -699850.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -699853.500000 Penalty: 2815.819580
	Iteration 66Q: 3 clusters Score -699853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -699853.687500 Penalty: 2815.819580
	Iteration 67Q: 3 clusters Score -699853.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -699853.125000 Penalty: 2815.819580
	Iteration 68Q: 3 clusters Score -699853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -699854.437500 Penalty: 2815.819580
	Iteration 69Q: 3 clusters Score -699854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -699855.125000 Penalty: 2815.819580
	Iteration 70Q: 3 clusters Score -699855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -699854.250000 Penalty: 2815.819580
	Iteration 71Q: 3 clusters Score -699854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -699856.125000 Penalty: 2815.819580
	Iteration 72Q: 3 clusters Score -699856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -699856.875000 Penalty: 2815.819580
	Iteration 73Q: 3 clusters Score -699856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -699860.625000 Penalty: 2815.819580
	Iteration 74Q: 3 clusters Score -699860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -699861.937500 Penalty: 2815.819580
	Iteration 75Q: 3 clusters Score -699861.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -699866.125000 Penalty: 2815.819580
	Iteration 76Q: 3 clusters Score -699866.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -699871.250000 Penalty: 2815.819580
	Iteration 77Q: 3 clusters Score -699871.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -699876.062500 Penalty: 2815.819580
	Iteration 78Q: 3 clusters Score -699876.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -699882.750000 Penalty: 2815.819580
	Iteration 79Q: 3 clusters Score -699882.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -699888.000000 Penalty: 2815.819580
	Iteration 80F: 3 clusters Score -699888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -699890.937500 Penalty: 2815.819580
	Iteration 81Q: 3 clusters Score -699890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -699891.875000 Penalty: 2815.819580
	Iteration 82Q: 3 clusters Score -699891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -699894.437500 Penalty: 2815.819580
	Iteration 83Q: 3 clusters Score -699894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -699896.687500 Penalty: 2815.819580
	Iteration 84Q: 3 clusters Score -699896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -699901.375000 Penalty: 2815.819580
	Iteration 85Q: 3 clusters Score -699901.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -699909.312500 Penalty: 2815.819580
	Iteration 86Q: 3 clusters Score -699909.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -699913.625000 Penalty: 2815.819580
	Iteration 87Q: 3 clusters Score -699913.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -699920.562500 Penalty: 2815.819580
	Iteration 88Q: 3 clusters Score -699920.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -699927.625000 Penalty: 2815.819580
	Iteration 89Q: 3 clusters Score -699927.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -699930.375000 Penalty: 2815.819580
	Iteration 90Q: 3 clusters Score -699930.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -699933.125000 Penalty: 2815.819580
	Iteration 91Q: 3 clusters Score -699933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -699933.812500 Penalty: 2815.819580
	Iteration 92Q: 3 clusters Score -699933.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -699935.437500 Penalty: 2815.819580
	Iteration 93Q: 3 clusters Score -699935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -699937.500000 Penalty: 2815.819580
	Iteration 94Q: 3 clusters Score -699937.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -699941.500000 Penalty: 2815.819580
	Iteration 95Q: 3 clusters Score -699941.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -699942.312500 Penalty: 2815.819580
	Iteration 96Q: 3 clusters Score -699942.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -699943.625000 Penalty: 2815.819580
	Iteration 97Q: 3 clusters Score -699943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -699945.250000 Penalty: 2815.819580
	Iteration 98Q: 3 clusters Score -699945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -699949.250000 Penalty: 2815.819580
	Iteration 99Q: 3 clusters Score -699949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -699951.562500 Penalty: 2815.819580
	Iteration 100F: 3 clusters Score -699951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -699953.750000 Penalty: 2815.819580
	Iteration 101Q: 3 clusters Score -699953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -699954.187500 Penalty: 2815.819580
	Iteration 102Q: 3 clusters Score -699954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -699957.687500 Penalty: 2815.819580
	Iteration 103Q: 3 clusters Score -699957.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -699960.625000 Penalty: 2815.819580
	Iteration 104Q: 3 clusters Score -699960.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -699962.250000 Penalty: 2815.819580
	Iteration 105Q: 3 clusters Score -699962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -699965.187500 Penalty: 2815.819580
	Iteration 106Q: 3 clusters Score -699965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -699966.437500 Penalty: 2815.819580
	Iteration 107Q: 3 clusters Score -699966.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -699965.250000 Penalty: 2815.819580
	Iteration 108Q: 3 clusters Score -699965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -699967.062500 Penalty: 2815.819580
	Iteration 109Q: 3 clusters Score -699967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -699965.500000 Penalty: 2815.819580
	Iteration 110Q: 3 clusters Score -699965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -699966.000000 Penalty: 2815.819580
	Iteration 111Q: 3 clusters Score -699966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -699967.062500 Penalty: 2815.819580
	Iteration 112Q: 3 clusters Score -699967.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -699967.062500 Penalty: 2815.819580
	Iteration 113F: 3 clusters Score -699967.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (89753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Entering Unmasked Estep 
Score: -11236977.000000 Penalty: 1853.282715
	Iteration 0F: 2 clusters Score -1.123698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -11178668.000000 Penalty: 3706.565430
	Iteration 0F: 3 clusters Score -1.117867e+07 nChanged 42927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -11203457.000000 Penalty: 3706.565430
	Iteration 1F: 3 clusters Score -1.120346e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -11204512.000000 Penalty: 3706.565430
	Iteration 2Q: 3 clusters Score -1.120451e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -11206259.000000 Penalty: 3706.565430
	Iteration 3F: 3 clusters Score -1.120626e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -11208976.000000 Penalty: 3706.565430
	Iteration 4F: 3 clusters Score -1.120898e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -11213116.000000 Penalty: 3706.565430
	Iteration 5F: 3 clusters Score -1.121312e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -11218509.000000 Penalty: 3706.565430
	Iteration 6F: 3 clusters Score -1.121851e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 72201 members 
Entering Unmasked Estep 
Score: -11223461.000000 Penalty: 3706.565430
	Iteration 7F: 3 clusters Score -1.122346e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -11226543.000000 Penalty: 3706.565430
	Iteration 8Q: 3 clusters Score -1.122654e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -11227932.000000 Penalty: 3706.565430
	Iteration 9Q: 3 clusters Score -1.122793e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
Score: -11228376.000000 Penalty: 3706.565430
	Iteration 10Q: 3 clusters Score -1.122838e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -11228637.000000 Penalty: 3706.565430
	Iteration 11Q: 3 clusters Score -1.122864e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -11228820.000000 Penalty: 3706.565430
	Iteration 12Q: 3 clusters Score -1.122882e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -11228899.000000 Penalty: 3706.565430
	Iteration 13Q: 3 clusters Score -1.12289e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 75528 members 
Entering Unmasked Estep 
Score: -11228995.000000 Penalty: 3706.565430
	Iteration 14Q: 3 clusters Score -1.1229e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -11229106.000000 Penalty: 3706.565430
	Iteration 15Q: 3 clusters Score -1.122911e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -11229196.000000 Penalty: 3706.565430
	Iteration 16Q: 3 clusters Score -1.12292e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -11229254.000000 Penalty: 3706.565430
	Iteration 17Q: 3 clusters Score -1.122925e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -11229347.000000 Penalty: 3706.565430
	Iteration 18Q: 3 clusters Score -1.122935e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -11229433.000000 Penalty: 3706.565430
	Iteration 19Q: 3 clusters Score -1.122943e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -11229531.000000 Penalty: 3706.565430
	Iteration 20F: 3 clusters Score -1.122953e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -11229578.000000 Penalty: 3706.565430
	Iteration 21Q: 3 clusters Score -1.122958e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -11229651.000000 Penalty: 3706.565430
	Iteration 22Q: 3 clusters Score -1.122965e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -11229676.000000 Penalty: 3706.565430
	Iteration 23Q: 3 clusters Score -1.122968e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -11229662.000000 Penalty: 3706.565430
	Iteration 24Q: 3 clusters Score -1.122966e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 76852 members 
Entering Unmasked Estep 
Score: -11229694.000000 Penalty: 3706.565430
	Iteration 25Q: 3 clusters Score -1.122969e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -11229722.000000 Penalty: 3706.565430
	Iteration 26Q: 3 clusters Score -1.122972e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -11229734.000000 Penalty: 3706.565430
	Iteration 27Q: 3 clusters Score -1.122973e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -11229750.000000 Penalty: 3706.565430
	Iteration 28Q: 3 clusters Score -1.122975e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -11229752.000000 Penalty: 3706.565430
	Iteration 29Q: 3 clusters Score -1.122975e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 77080 members 
Entering Unmasked Estep 
Score: -11229734.000000 Penalty: 3706.565430
	Iteration 30Q: 3 clusters Score -1.122973e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 77111 members 
Entering Unmasked Estep 
Score: -11229733.000000 Penalty: 3706.565430
	Iteration 31Q: 3 clusters Score -1.122973e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -11229732.000000 Penalty: 3706.565430
	Iteration 32Q: 3 clusters Score -1.122973e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 77158 members 
Entering Unmasked Estep 
Score: -11229695.000000 Penalty: 3706.565430
	Iteration 33Q: 3 clusters Score -1.12297e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -11229698.000000 Penalty: 3706.565430
	Iteration 34Q: 3 clusters Score -1.12297e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 77204 members 
Entering Unmasked Estep 
Score: -11229742.000000 Penalty: 3706.565430
	Iteration 35Q: 3 clusters Score -1.122974e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -11229757.000000 Penalty: 3706.565430
	Iteration 36Q: 3 clusters Score -1.122976e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -11229777.000000 Penalty: 3706.565430
	Iteration 37Q: 3 clusters Score -1.122978e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -11229782.000000 Penalty: 3706.565430
	Iteration 38Q: 3 clusters Score -1.122978e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -11229822.000000 Penalty: 3706.565430
	Iteration 39Q: 3 clusters Score -1.122982e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
Score: -11229831.000000 Penalty: 3706.565430
	Iteration 40F: 3 clusters Score -1.122983e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -11229806.000000 Penalty: 3706.565430
	Iteration 41Q: 3 clusters Score -1.122981e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -11229840.000000 Penalty: 3706.565430
	Iteration 42Q: 3 clusters Score -1.122984e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -11229828.000000 Penalty: 3706.565430
	Iteration 43Q: 3 clusters Score -1.122983e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -11229812.000000 Penalty: 3706.565430
	Iteration 44Q: 3 clusters Score -1.122981e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 77387 members 
Entering Unmasked Estep 
Score: -11229818.000000 Penalty: 3706.565430
	Iteration 45Q: 3 clusters Score -1.122982e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -11229829.000000 Penalty: 3706.565430
	Iteration 46Q: 3 clusters Score -1.122983e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -11229832.000000 Penalty: 3706.565430
	Iteration 47Q: 3 clusters Score -1.122983e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -11229825.000000 Penalty: 3706.565430
	Iteration 48Q: 3 clusters Score -1.122982e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -11229835.000000 Penalty: 3706.565430
	Iteration 49Q: 3 clusters Score -1.122984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -11229850.000000 Penalty: 3706.565430
	Iteration 50Q: 3 clusters Score -1.122985e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -11229851.000000 Penalty: 3706.565430
	Iteration 51Q: 3 clusters Score -1.122985e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -11229845.000000 Penalty: 3706.565430
	Iteration 52Q: 3 clusters Score -1.122984e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -11229841.000000 Penalty: 3706.565430
	Iteration 53Q: 3 clusters Score -1.122984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -11229827.000000 Penalty: 3706.565430
	Iteration 54Q: 3 clusters Score -1.122983e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -11229837.000000 Penalty: 3706.565430
	Iteration 55Q: 3 clusters Score -1.122984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -11229807.000000 Penalty: 3706.565430
	Iteration 56Q: 3 clusters Score -1.122981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 77282 members 
Entering Unmasked Estep 
Score: -11229808.000000 Penalty: 3706.565430
	Iteration 57Q: 3 clusters Score -1.122981e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -11229802.000000 Penalty: 3706.565430
	Iteration 58Q: 3 clusters Score -1.12298e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -11229796.000000 Penalty: 3706.565430
	Iteration 59Q: 3 clusters Score -1.12298e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -11229797.000000 Penalty: 3706.565430
	Iteration 60F: 3 clusters Score -1.12298e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -11229788.000000 Penalty: 3706.565430
	Iteration 61Q: 3 clusters Score -1.122979e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -11229807.000000 Penalty: 3706.565430
	Iteration 62Q: 3 clusters Score -1.122981e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 77197 members 
Entering Unmasked Estep 
Score: -11229786.000000 Penalty: 3706.565430
	Iteration 63Q: 3 clusters Score -1.122979e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -11229793.000000 Penalty: 3706.565430
	Iteration 64Q: 3 clusters Score -1.122979e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -11229786.000000 Penalty: 3706.565430
	Iteration 65Q: 3 clusters Score -1.122979e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -11229776.000000 Penalty: 3706.565430
	Iteration 66Q: 3 clusters Score -1.122978e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -11229791.000000 Penalty: 3706.565430
	Iteration 67Q: 3 clusters Score -1.122979e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -11229768.000000 Penalty: 3706.565430
	Iteration 68Q: 3 clusters Score -1.122977e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -11229779.000000 Penalty: 3706.565430
	Iteration 69Q: 3 clusters Score -1.122978e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -11229809.000000 Penalty: 3706.565430
	Iteration 70Q: 3 clusters Score -1.122981e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -11229796.000000 Penalty: 3706.565430
	Iteration 71Q: 3 clusters Score -1.12298e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -11229798.000000 Penalty: 3706.565430
	Iteration 72Q: 3 clusters Score -1.12298e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 76760 members 
Entering Unmasked Estep 
Score: -11229826.000000 Penalty: 3706.565430
	Iteration 73Q: 3 clusters Score -1.122983e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -11229798.000000 Penalty: 3706.565430
	Iteration 74Q: 3 clusters Score -1.12298e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -11229820.000000 Penalty: 3706.565430
	Iteration 75Q: 3 clusters Score -1.122982e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -11229819.000000 Penalty: 3706.565430
	Iteration 76Q: 3 clusters Score -1.122982e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -11229798.000000 Penalty: 3706.565430
	Iteration 77Q: 3 clusters Score -1.12298e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -11229801.000000 Penalty: 3706.565430
	Iteration 78Q: 3 clusters Score -1.12298e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -11229807.000000 Penalty: 3706.565430
	Iteration 79Q: 3 clusters Score -1.122981e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -11229788.000000 Penalty: 3706.565430
	Iteration 80F: 3 clusters Score -1.122979e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
Score: -11229786.000000 Penalty: 3706.565430
	Iteration 81Q: 3 clusters Score -1.122979e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -11229787.000000 Penalty: 3706.565430
	Iteration 82Q: 3 clusters Score -1.122979e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -11229801.000000 Penalty: 3706.565430
	Iteration 83Q: 3 clusters Score -1.12298e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -11229781.000000 Penalty: 3706.565430
	Iteration 84Q: 3 clusters Score -1.122978e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -11229753.000000 Penalty: 3706.565430
	Iteration 85Q: 3 clusters Score -1.122975e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -11229736.000000 Penalty: 3706.565430
	Iteration 86Q: 3 clusters Score -1.122974e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -11229753.000000 Penalty: 3706.565430
	Iteration 87Q: 3 clusters Score -1.122975e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -11229707.000000 Penalty: 3706.565430
	Iteration 88Q: 3 clusters Score -1.122971e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -11229685.000000 Penalty: 3706.565430
	Iteration 89Q: 3 clusters Score -1.122968e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -11229654.000000 Penalty: 3706.565430
	Iteration 90Q: 3 clusters Score -1.122965e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 76102 members 
Entering Unmasked Estep 
Score: -11229626.000000 Penalty: 3706.565430
	Iteration 91Q: 3 clusters Score -1.122963e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -11229598.000000 Penalty: 3706.565430
	Iteration 92Q: 3 clusters Score -1.12296e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -11229569.000000 Penalty: 3706.565430
	Iteration 93Q: 3 clusters Score -1.122957e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -11229559.000000 Penalty: 3706.565430
	Iteration 94Q: 3 clusters Score -1.122956e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -11229563.000000 Penalty: 3706.565430
	Iteration 95Q: 3 clusters Score -1.122956e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 75600 members 
Entering Unmasked Estep 
Score: -11229507.000000 Penalty: 3706.565430
	Iteration 96Q: 3 clusters Score -1.122951e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -11229433.000000 Penalty: 3706.565430
	Iteration 97Q: 3 clusters Score -1.122943e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -11229388.000000 Penalty: 3706.565430
	Iteration 98Q: 3 clusters Score -1.122939e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -11229301.000000 Penalty: 3706.565430
	Iteration 99Q: 3 clusters Score -1.12293e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -11229294.000000 Penalty: 3706.565430
	Iteration 100F: 3 clusters Score -1.122929e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -11229248.000000 Penalty: 3706.565430
	Iteration 101Q: 3 clusters Score -1.122925e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -11229213.000000 Penalty: 3706.565430
	Iteration 102Q: 3 clusters Score -1.122921e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -11229162.000000 Penalty: 3706.565430
	Iteration 103Q: 3 clusters Score -1.122916e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -11229095.000000 Penalty: 3706.565430
	Iteration 104Q: 3 clusters Score -1.12291e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -11229023.000000 Penalty: 3706.565430
	Iteration 105Q: 3 clusters Score -1.122902e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -11228973.000000 Penalty: 3706.565430
	Iteration 106Q: 3 clusters Score -1.122897e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -11228877.000000 Penalty: 3706.565430
	Iteration 107Q: 3 clusters Score -1.122888e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -11228825.000000 Penalty: 3706.565430
	Iteration 108Q: 3 clusters Score -1.122882e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -11228803.000000 Penalty: 3706.565430
	Iteration 109Q: 3 clusters Score -1.12288e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -11228762.000000 Penalty: 3706.565430
	Iteration 110Q: 3 clusters Score -1.122876e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -11228782.000000 Penalty: 3706.565430
	Iteration 111Q: 3 clusters Score -1.122878e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -11228709.000000 Penalty: 3706.565430
	Iteration 112Q: 3 clusters Score -1.122871e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -11228643.000000 Penalty: 3706.565430
	Iteration 113Q: 3 clusters Score -1.122864e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 69962 members 
Entering Unmasked Estep 
Score: -11228609.000000 Penalty: 3706.565430
	Iteration 114Q: 3 clusters Score -1.122861e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -11228565.000000 Penalty: 3706.565430
	Iteration 115Q: 3 clusters Score -1.122856e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -11228546.000000 Penalty: 3706.565430
	Iteration 116Q: 3 clusters Score -1.122855e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -11228549.000000 Penalty: 3706.565430
	Iteration 117Q: 3 clusters Score -1.122855e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -11228564.000000 Penalty: 3706.565430
	Iteration 118Q: 3 clusters Score -1.122856e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -11228507.000000 Penalty: 3706.565430
	Iteration 119Q: 3 clusters Score -1.122851e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -11228505.000000 Penalty: 3706.565430
	Iteration 120F: 3 clusters Score -1.12285e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -11228490.000000 Penalty: 3706.565430
	Iteration 121Q: 3 clusters Score -1.122849e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -11228460.000000 Penalty: 3706.565430
	Iteration 122Q: 3 clusters Score -1.122846e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -11228454.000000 Penalty: 3706.565430
	Iteration 123Q: 3 clusters Score -1.122845e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -11228524.000000 Penalty: 3706.565430
	Iteration 124Q: 3 clusters Score -1.122852e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -11228605.000000 Penalty: 3706.565430
	Iteration 125Q: 3 clusters Score -1.12286e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -11228686.000000 Penalty: 3706.565430
	Iteration 126Q: 3 clusters Score -1.122869e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -11228910.000000 Penalty: 3706.565430
	Iteration 127Q: 3 clusters Score -1.122891e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -11229061.000000 Penalty: 3706.565430
	Iteration 128Q: 3 clusters Score -1.122906e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -11229169.000000 Penalty: 3706.565430
	Iteration 129Q: 3 clusters Score -1.122917e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -11229347.000000 Penalty: 3706.565430
	Iteration 130Q: 3 clusters Score -1.122935e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -11229483.000000 Penalty: 3706.565430
	Iteration 131Q: 3 clusters Score -1.122948e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -11229662.000000 Penalty: 3706.565430
	Iteration 132Q: 3 clusters Score -1.122966e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -11229838.000000 Penalty: 3706.565430
	Iteration 133Q: 3 clusters Score -1.122984e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -11230030.000000 Penalty: 3706.565430
	Iteration 134Q: 3 clusters Score -1.123003e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -11230154.000000 Penalty: 3706.565430
	Iteration 135Q: 3 clusters Score -1.123015e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -11230261.000000 Penalty: 3706.565430
	Iteration 136Q: 3 clusters Score -1.123026e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -11230424.000000 Penalty: 3706.565430
	Iteration 137Q: 3 clusters Score -1.123042e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -11230528.000000 Penalty: 3706.565430
	Iteration 138Q: 3 clusters Score -1.123053e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -11230635.000000 Penalty: 3706.565430
	Iteration 139Q: 3 clusters Score -1.123064e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -11230736.000000 Penalty: 3706.565430
	Iteration 140F: 3 clusters Score -1.123074e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -11230770.000000 Penalty: 3706.565430
	Iteration 141Q: 3 clusters Score -1.123077e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -11230844.000000 Penalty: 3706.565430
	Iteration 142Q: 3 clusters Score -1.123084e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -11230984.000000 Penalty: 3706.565430
	Iteration 143Q: 3 clusters Score -1.123098e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -11231083.000000 Penalty: 3706.565430
	Iteration 144Q: 3 clusters Score -1.123108e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -11231187.000000 Penalty: 3706.565430
	Iteration 145Q: 3 clusters Score -1.123119e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -11231221.000000 Penalty: 3706.565430
	Iteration 146Q: 3 clusters Score -1.123122e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -11231291.000000 Penalty: 3706.565430
	Iteration 147Q: 3 clusters Score -1.123129e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -11231301.000000 Penalty: 3706.565430
	Iteration 148Q: 3 clusters Score -1.12313e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -11231323.000000 Penalty: 3706.565430
	Iteration 149Q: 3 clusters Score -1.123132e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -11231408.000000 Penalty: 3706.565430
	Iteration 150Q: 3 clusters Score -1.123141e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -11231418.000000 Penalty: 3706.565430
	Iteration 151Q: 3 clusters Score -1.123142e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -11231444.000000 Penalty: 3706.565430
	Iteration 152Q: 3 clusters Score -1.123144e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -11231484.000000 Penalty: 3706.565430
	Iteration 153Q: 3 clusters Score -1.123148e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -11231520.000000 Penalty: 3706.565430
	Iteration 154Q: 3 clusters Score -1.123152e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -11231557.000000 Penalty: 3706.565430
	Iteration 155Q: 3 clusters Score -1.123156e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -11231624.000000 Penalty: 3706.565430
	Iteration 156Q: 3 clusters Score -1.123162e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -11231671.000000 Penalty: 3706.565430
	Iteration 157Q: 3 clusters Score -1.123167e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -11231671.000000 Penalty: 3706.565430
	Iteration 158Q: 3 clusters Score -1.123167e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -11231691.000000 Penalty: 3706.565430
	Iteration 159Q: 3 clusters Score -1.123169e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -11231715.000000 Penalty: 3706.565430
	Iteration 160F: 3 clusters Score -1.123172e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -11231733.000000 Penalty: 3706.565430
	Iteration 161Q: 3 clusters Score -1.123173e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -11231741.000000 Penalty: 3706.565430
	Iteration 162Q: 3 clusters Score -1.123174e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -11231734.000000 Penalty: 3706.565430
	Iteration 163Q: 3 clusters Score -1.123173e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -11231718.000000 Penalty: 3706.565430
	Iteration 164Q: 3 clusters Score -1.123172e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -11231752.000000 Penalty: 3706.565430
	Iteration 165Q: 3 clusters Score -1.123175e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -11231756.000000 Penalty: 3706.565430
	Iteration 166Q: 3 clusters Score -1.123176e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -11231752.000000 Penalty: 3706.565430
	Iteration 167Q: 3 clusters Score -1.123175e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -11231749.000000 Penalty: 3706.565430
	Iteration 168Q: 3 clusters Score -1.123175e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -11231749.000000 Penalty: 3706.565430
	Iteration 169Q: 3 clusters Score -1.123175e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -11231746.000000 Penalty: 3706.565430
	Iteration 170Q: 3 clusters Score -1.123175e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -11231747.000000 Penalty: 3706.565430
	Iteration 171Q: 3 clusters Score -1.123175e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -11231756.000000 Penalty: 3706.565430
	Iteration 172Q: 3 clusters Score -1.123176e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -11231775.000000 Penalty: 3706.565430
	Iteration 173Q: 3 clusters Score -1.123178e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -11231779.000000 Penalty: 3706.565430
	Iteration 174Q: 3 clusters Score -1.123178e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -11231770.000000 Penalty: 3706.565430
	Iteration 175Q: 3 clusters Score -1.123177e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -11231788.000000 Penalty: 3706.565430
	Iteration 176Q: 3 clusters Score -1.123179e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -11231783.000000 Penalty: 3706.565430
	Iteration 177Q: 3 clusters Score -1.123178e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -11231791.000000 Penalty: 3706.565430
	Iteration 178Q: 3 clusters Score -1.123179e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -11231811.000000 Penalty: 3706.565430
	Iteration 179Q: 3 clusters Score -1.123181e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -11231809.000000 Penalty: 3706.565430
	Iteration 180F: 3 clusters Score -1.123181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -11231831.000000 Penalty: 3706.565430
	Iteration 181Q: 3 clusters Score -1.123183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -11231835.000000 Penalty: 3706.565430
	Iteration 182Q: 3 clusters Score -1.123184e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -11231828.000000 Penalty: 3706.565430
	Iteration 183Q: 3 clusters Score -1.123183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -11231824.000000 Penalty: 3706.565430
	Iteration 184Q: 3 clusters Score -1.123182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -11231827.000000 Penalty: 3706.565430
	Iteration 185Q: 3 clusters Score -1.123183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -11231814.000000 Penalty: 3706.565430
	Iteration 186Q: 3 clusters Score -1.123181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -11231824.000000 Penalty: 3706.565430
	Iteration 187Q: 3 clusters Score -1.123182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -11231820.000000 Penalty: 3706.565430
	Iteration 188Q: 3 clusters Score -1.123182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -11231832.000000 Penalty: 3706.565430
	Iteration 189Q: 3 clusters Score -1.123183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -11231824.000000 Penalty: 3706.565430
	Iteration 190Q: 3 clusters Score -1.123182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -11231822.000000 Penalty: 3706.565430
	Iteration 191Q: 3 clusters Score -1.123182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -11231829.000000 Penalty: 3706.565430
	Iteration 192Q: 3 clusters Score -1.123183e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -11231821.000000 Penalty: 3706.565430
	Iteration 193Q: 3 clusters Score -1.123182e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1.123181e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -11231818.000000 Penalty: 3706.565430
	Iteration 195Q: 3 clusters Score -1.123182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -11231812.000000 Penalty: 3706.565430
	Iteration 196Q: 3 clusters Score -1.123181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -11231819.000000 Penalty: 3706.565430
	Iteration 197Q: 3 clusters Score -1.123182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -11231816.000000 Penalty: 3706.565430
	Iteration 198Q: 3 clusters Score -1.123182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -11231817.000000 Penalty: 3706.565430
	Iteration 199Q: 3 clusters Score -1.123182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -11231826.000000 Penalty: 3706.565430
	Iteration 200F: 3 clusters Score -1.123183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -11231830.000000 Penalty: 3706.565430
	Iteration 201Q: 3 clusters Score -1.123183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -11231821.000000 Penalty: 3706.565430
	Iteration 202Q: 3 clusters Score -1.123182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -11231824.000000 Penalty: 3706.565430
	Iteration 203Q: 3 clusters Score -1.123182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -11231813.000000 Penalty: 3706.565430
	Iteration 204Q: 3 clusters Score -1.123181e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1.123182e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -11231806.000000 Penalty: 3706.565430
	Iteration 206Q: 3 clusters Score -1.123181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -11231821.000000 Penalty: 3706.565430
	Iteration 207Q: 3 clusters Score -1.123182e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.123182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -11231826.000000 Penalty: 3706.565430
	Iteration 209Q: 3 clusters Score -1.123183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -11231825.000000 Penalty: 3706.565430
	Iteration 210Q: 3 clusters Score -1.123182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -11231824.000000 Penalty: 3706.565430
	Iteration 211Q: 3 clusters Score -1.123182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -11231821.000000 Penalty: 3706.565430
	Iteration 212Q: 3 clusters Score -1.123182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -11231822.000000 Penalty: 3706.565430
	Iteration 213Q: 3 clusters Score -1.123182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -11231822.000000 Penalty: 3706.565430
	Iteration 214Q: 3 clusters Score -1.123182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -11231825.000000 Penalty: 3706.565430
	Iteration 215Q: 3 clusters Score -1.123182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -11231827.000000 Penalty: 3706.565430
	Iteration 216Q: 3 clusters Score -1.123183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -11231830.000000 Penalty: 3706.565430
	Iteration 217Q: 3 clusters Score -1.123183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -11231840.000000 Penalty: 3706.565430
	Iteration 218Q: 3 clusters Score -1.123184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -11231823.000000 Penalty: 3706.565430
	Iteration 219Q: 3 clusters Score -1.123182e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -11231824.000000 Penalty: 3706.565430
	Iteration 220F: 3 clusters Score -1.123182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -11231819.000000 Penalty: 3706.565430
	Iteration 221Q: 3 clusters Score -1.123182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -11231817.000000 Penalty: 3706.565430
	Iteration 222Q: 3 clusters Score -1.123182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -11231825.000000 Penalty: 3706.565430
	Iteration 223Q: 3 clusters Score -1.123182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -11231820.000000 Penalty: 3706.565430
	Iteration 224Q: 3 clusters Score -1.123182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -11231821.000000 Penalty: 3706.565430
	Iteration 225Q: 3 clusters Score -1.123182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -11231831.000000 Penalty: 3706.565430
	Iteration 226Q: 3 clusters Score -1.123183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -11231830.000000 Penalty: 3706.565430
	Iteration 227Q: 3 clusters Score -1.123183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -11231821.000000 Penalty: 3706.565430
	Iteration 228Q: 3 clusters Score -1.123182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -11231822.000000 Penalty: 3706.565430
	Iteration 229Q: 3 clusters Score -1.123182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -11231822.000000 Penalty: 3706.565430
	Iteration 230Q: 3 clusters Score -1.123182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -11231818.000000 Penalty: 3706.565430
	Iteration 231Q: 3 clusters Score -1.123182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -11231816.000000 Penalty: 3706.565430
	Iteration 232Q: 3 clusters Score -1.123182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -11231821.000000 Penalty: 3706.565430
	Iteration 233Q: 3 clusters Score -1.123182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -11231822.000000 Penalty: 3706.565430
	Iteration 234Q: 3 clusters Score -1.123182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -11231829.000000 Penalty: 3706.565430
	Iteration 235Q: 3 clusters Score -1.123183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -11231817.000000 Penalty: 3706.565430
	Iteration 236Q: 3 clusters Score -1.123182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -11231823.000000 Penalty: 3706.565430
	Iteration 237Q: 3 clusters Score -1.123182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -11231816.000000 Penalty: 3706.565430
	Iteration 238Q: 3 clusters Score -1.123182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -11231820.000000 Penalty: 3706.565430
	Iteration 239Q: 3 clusters Score -1.123182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -11231836.000000 Penalty: 3706.565430
	Iteration 240F: 3 clusters Score -1.123184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -11231826.000000 Penalty: 3706.565430
	Iteration 241Q: 3 clusters Score -1.123183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -11231830.000000 Penalty: 3706.565430
	Iteration 242Q: 3 clusters Score -1.123183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -11231812.000000 Penalty: 3706.565430
	Iteration 243Q: 3 clusters Score -1.123181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -11231814.000000 Penalty: 3706.565430
	Iteration 244Q: 3 clusters Score -1.123181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -11231824.000000 Penalty: 3706.565430
	Iteration 245Q: 3 clusters Score -1.123182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -11231820.000000 Penalty: 3706.565430
	Iteration 246Q: 3 clusters Score -1.123182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -11231826.000000 Penalty: 3706.565430
	Iteration 247Q: 3 clusters Score -1.123183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -11231814.000000 Penalty: 3706.565430
	Iteration 248Q: 3 clusters Score -1.123181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -11231812.000000 Penalty: 3706.565430
	Iteration 249Q: 3 clusters Score -1.123181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -11231817.000000 Penalty: 3706.565430
	Iteration 250Q: 3 clusters Score -1.123182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -11231807.000000 Penalty: 3706.565430
	Iteration 251Q: 3 clusters Score -1.123181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -11231805.000000 Penalty: 3706.565430
	Iteration 252Q: 3 clusters Score -1.12318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -11231808.000000 Penalty: 3706.565430
	Iteration 253Q: 3 clusters Score -1.123181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -11231807.000000 Penalty: 3706.565430
	Iteration 254Q: 3 clusters Score -1.123181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -11231807.000000 Penalty: 3706.565430
	Iteration 255Q: 3 clusters Score -1.123181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -11231814.000000 Penalty: 3706.565430
	Iteration 256Q: 3 clusters Score -1.123181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -11231810.000000 Penalty: 3706.565430
	Iteration 257Q: 3 clusters Score -1.123181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -11231807.000000 Penalty: 3706.565430
	Iteration 258Q: 3 clusters Score -1.123181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -11231807.000000 Penalty: 3706.565430
	Iteration 259Q: 3 clusters Score -1.123181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -11231807.000000 Penalty: 3706.565430
	Iteration 260F: 3 clusters Score -1.123181e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -11231811.000000 Penalty: 3706.565430
	Iteration 261Q: 3 clusters Score -1.123181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -11231810.000000 Penalty: 3706.565430
	Iteration 262Q: 3 clusters Score -1.123181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -11231814.000000 Penalty: 3706.565430
	Iteration 263Q: 3 clusters Score -1.123181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -11231804.000000 Penalty: 3706.565430
	Iteration 264Q: 3 clusters Score -1.12318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -11231803.000000 Penalty: 3706.565430
	Iteration 265Q: 3 clusters Score -1.12318e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -1.123181e+07 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -11231808.000000 Penalty: 3706.565430
	Iteration 267F: 3 clusters Score -1.123181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11887.512695 Penalty: 795.898987
	Iteration 0F: 2 clusters Score -11887.51 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 62 members 
Entering Unmasked Estep 
Score: -11280.793945 Penalty: 1591.797974
	Iteration 0F: 3 clusters Score -11280.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11333.692383 Penalty: 1591.797974
	Iteration 1F: 3 clusters Score -11333.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11349.517578 Penalty: 1591.797974
	Iteration 2Q: 3 clusters Score -11349.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -11366.96 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11366.962891 Penalty: 1591.797974
	Iteration 4F: 3 clusters Score -11366.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (87102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Entering Unmasked Estep 
Score: -10821284.000000 Penalty: 1848.410645
	Iteration 0F: 2 clusters Score -1.082128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -10764332.000000 Penalty: 3696.821289
	Iteration 0F: 3 clusters Score -1.076433e+07 nChanged 41379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -10787775.000000 Penalty: 3696.821289
	Iteration 1F: 3 clusters Score -1.078778e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -10788336.000000 Penalty: 3696.821289
	Iteration 2Q: 3 clusters Score -1.078834e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -10788841.000000 Penalty: 3696.821289
	Iteration 3Q: 3 clusters Score -1.078884e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -10789637.000000 Penalty: 3696.821289
	Iteration 4Q: 3 clusters Score -1.078964e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -10790703.000000 Penalty: 3696.821289
	Iteration 5Q: 3 clusters Score -1.07907e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -10792005.000000 Penalty: 3696.821289
	Iteration 6Q: 3 clusters Score -1.0792e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -10794131.000000 Penalty: 3696.821289
	Iteration 7Q: 3 clusters Score -1.079413e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -10797425.000000 Penalty: 3696.821289
	Iteration 8F: 3 clusters Score -1.079742e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 64925 members 
Entering Unmasked Estep 
Score: -10802101.000000 Penalty: 3696.821289
	Iteration 9F: 3 clusters Score -1.08021e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -10807408.000000 Penalty: 3696.821289
	Iteration 10F: 3 clusters Score -1.080741e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -10811973.000000 Penalty: 3696.821289
	Iteration 11F: 3 clusters Score -1.081197e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -10814857.000000 Penalty: 3696.821289
	Iteration 12Q: 3 clusters Score -1.081486e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -10816605.000000 Penalty: 3696.821289
	Iteration 13Q: 3 clusters Score -1.08166e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
Score: -10817609.000000 Penalty: 3696.821289
	Iteration 14Q: 3 clusters Score -1.081761e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -10818227.000000 Penalty: 3696.821289
	Iteration 15Q: 3 clusters Score -1.081823e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 83544 members 
Entering Unmasked Estep 
Score: -10818713.000000 Penalty: 3696.821289
	Iteration 16Q: 3 clusters Score -1.081871e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -10819085.000000 Penalty: 3696.821289
	Iteration 17Q: 3 clusters Score -1.081908e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -10819280.000000 Penalty: 3696.821289
	Iteration 18Q: 3 clusters Score -1.081928e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -10819436.000000 Penalty: 3696.821289
	Iteration 19Q: 3 clusters Score -1.081944e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -10819571.000000 Penalty: 3696.821289
	Iteration 20F: 3 clusters Score -1.081957e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -10819625.000000 Penalty: 3696.821289
	Iteration 21Q: 3 clusters Score -1.081962e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -10819668.000000 Penalty: 3696.821289
	Iteration 22Q: 3 clusters Score -1.081967e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -10819718.000000 Penalty: 3696.821289
	Iteration 23Q: 3 clusters Score -1.081972e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -10819771.000000 Penalty: 3696.821289
	Iteration 24Q: 3 clusters Score -1.081977e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -10819787.000000 Penalty: 3696.821289
	Iteration 25Q: 3 clusters Score -1.081979e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 86500 members 
Entering Unmasked Estep 
Score: -10819812.000000 Penalty: 3696.821289
	Iteration 26Q: 3 clusters Score -1.081981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -10819812.000000 Penalty: 3696.821289
	Iteration 27Q: 3 clusters Score -1.081981e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -10819813.000000 Penalty: 3696.821289
	Iteration 28Q: 3 clusters Score -1.081981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -10819812.000000 Penalty: 3696.821289
	Iteration 29Q: 3 clusters Score -1.081981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -10819816.000000 Penalty: 3696.821289
	Iteration 30Q: 3 clusters Score -1.081982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -10819820.000000 Penalty: 3696.821289
	Iteration 31Q: 3 clusters Score -1.081982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -10819831.000000 Penalty: 3696.821289
	Iteration 32Q: 3 clusters Score -1.081983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -10819853.000000 Penalty: 3696.821289
	Iteration 33Q: 3 clusters Score -1.081985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -10819860.000000 Penalty: 3696.821289
	Iteration 34Q: 3 clusters Score -1.081986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -10819865.000000 Penalty: 3696.821289
	Iteration 35Q: 3 clusters Score -1.081986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -10819865.000000 Penalty: 3696.821289
	Iteration 36Q: 3 clusters Score -1.081986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -10819865.000000 Penalty: 3696.821289
	Iteration 37Q: 3 clusters Score -1.081986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -10819861.000000 Penalty: 3696.821289
	Iteration 38Q: 3 clusters Score -1.081986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -10819858.000000 Penalty: 3696.821289
	Iteration 39Q: 3 clusters Score -1.081986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -10819869.000000 Penalty: 3696.821289
	Iteration 40F: 3 clusters Score -1.081987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
Score: -10819850.000000 Penalty: 3696.821289
	Iteration 41Q: 3 clusters Score -1.081985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -10819854.000000 Penalty: 3696.821289
	Iteration 42Q: 3 clusters Score -1.081985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -10819849.000000 Penalty: 3696.821289
	Iteration 43Q: 3 clusters Score -1.081985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -10819851.000000 Penalty: 3696.821289
	Iteration 44Q: 3 clusters Score -1.081985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -10819843.000000 Penalty: 3696.821289
	Iteration 45Q: 3 clusters Score -1.081984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -10819847.000000 Penalty: 3696.821289
	Iteration 46Q: 3 clusters Score -1.081985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 86691 members 
Entering Unmasked Estep 
Score: -10819852.000000 Penalty: 3696.821289
	Iteration 47Q: 3 clusters Score -1.081985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -10819853.000000 Penalty: 3696.821289
	Iteration 48Q: 3 clusters Score -1.081985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -10819860.000000 Penalty: 3696.821289
	Iteration 49Q: 3 clusters Score -1.081986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -10819857.000000 Penalty: 3696.821289
	Iteration 50Q: 3 clusters Score -1.081986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -10819855.000000 Penalty: 3696.821289
	Iteration 51Q: 3 clusters Score -1.081986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -10819860.000000 Penalty: 3696.821289
	Iteration 52Q: 3 clusters Score -1.081986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -10819861.000000 Penalty: 3696.821289
	Iteration 53Q: 3 clusters Score -1.081986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -10819870.000000 Penalty: 3696.821289
	Iteration 54Q: 3 clusters Score -1.081987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -10819860.000000 Penalty: 3696.821289
	Iteration 55Q: 3 clusters Score -1.081986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -10819860.000000 Penalty: 3696.821289
	Iteration 56F: 3 clusters Score -1.081986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -21529.808594 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -21529.81 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 139 members 
Entering Unmasked Estep 
Score: -20730.742188 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -20730.74 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20998.083984 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -20998.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21088.750000 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -21088.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21160.429688 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -21160.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21191.787109 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -21191.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21257.544922 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -21257.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21292.470703 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -21292.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21333.873047 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -21333.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21337.587891 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -21337.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21341.220703 Penalty: 1858.033936
	Iteration 9F: 3 clusters Score -21341.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21359.544922 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -21359.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21364.646484 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -21364.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21367.810547 Penalty: 1858.033936
	Iteration 12Q: 3 clusters Score -21367.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21368.996094 Penalty: 1858.033936
	Iteration 13Q: 3 clusters Score -21369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21368.996094 Penalty: 1858.033936
	Iteration 14F: 3 clusters Score -21369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19077.257812 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -19077.26 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: -18313.292969 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -18313.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18402.617188 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -18402.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18449.759766 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -18449.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18467.031250 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -18467.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18474.642578 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -18474.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18479.306641 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -18479.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18481.814453 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -18481.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18481.814453 Penalty: 1743.942139
	Iteration 7F: 3 clusters Score -18481.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (31553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Entering Unmasked Estep 
Score: -4016184.000000 Penalty: 1683.406372
	Iteration 0F: 2 clusters Score -4016184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3994802.250000 Penalty: 3366.812744
	Iteration 0F: 3 clusters Score -3994802 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -4003047.000000 Penalty: 3366.812744
	Iteration 1F: 3 clusters Score -4003047 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4003374.750000 Penalty: 3366.812744
	Iteration 2Q: 3 clusters Score -4003375 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4003744.500000 Penalty: 3366.812744
	Iteration 3Q: 3 clusters Score -4003744 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4004096.000000 Penalty: 3366.812744
	Iteration 4Q: 3 clusters Score -4004096 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -4004490.000000 Penalty: 3366.812744
	Iteration 5Q: 3 clusters Score -4004490 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4005087.000000 Penalty: 3366.812744
	Iteration 6Q: 3 clusters Score -4005087 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4005959.000000 Penalty: 3366.812744
	Iteration 7Q: 3 clusters Score -4005959 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -4007225.750000 Penalty: 3366.812744
	Iteration 8F: 3 clusters Score -4007226 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4008722.750000 Penalty: 3366.812744
	Iteration 9F: 3 clusters Score -4008723 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -4010223.500000 Penalty: 3366.812744
	Iteration 10F: 3 clusters Score -4010224 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -4011478.250000 Penalty: 3366.812744
	Iteration 11Q: 3 clusters Score -4011478 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4012410.250000 Penalty: 3366.812744
	Iteration 12Q: 3 clusters Score -4012410 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -4013062.500000 Penalty: 3366.812744
	Iteration 13Q: 3 clusters Score -4013062 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -4013626.000000 Penalty: 3366.812744
	Iteration 14Q: 3 clusters Score -4013626 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -4013985.750000 Penalty: 3366.812744
	Iteration 15Q: 3 clusters Score -4013986 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4014239.000000 Penalty: 3366.812744
	Iteration 16Q: 3 clusters Score -4014239 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4014384.500000 Penalty: 3366.812744
	Iteration 17Q: 3 clusters Score -4014384 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4014467.000000 Penalty: 3366.812744
	Iteration 18Q: 3 clusters Score -4014467 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -4014540.500000 Penalty: 3366.812744
	Iteration 19Q: 3 clusters Score -4014540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4014590.250000 Penalty: 3366.812744
	Iteration 20F: 3 clusters Score -4014590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -4014625.250000 Penalty: 3366.812744
	Iteration 21Q: 3 clusters Score -4014625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -4014643.250000 Penalty: 3366.812744
	Iteration 22Q: 3 clusters Score -4014643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4014665.250000 Penalty: 3366.812744
	Iteration 23Q: 3 clusters Score -4014665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -4014678.500000 Penalty: 3366.812744
	Iteration 24Q: 3 clusters Score -4014678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -4014684.250000 Penalty: 3366.812744
	Iteration 25Q: 3 clusters Score -4014684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4014690.500000 Penalty: 3366.812744
	Iteration 26Q: 3 clusters Score -4014690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4014693.750000 Penalty: 3366.812744
	Iteration 27Q: 3 clusters Score -4014694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4014699.250000 Penalty: 3366.812744
	Iteration 28Q: 3 clusters Score -4014699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4014699.500000 Penalty: 3366.812744
	Iteration 29Q: 3 clusters Score -4014700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4014701.000000 Penalty: 3366.812744
	Iteration 30Q: 3 clusters Score -4014701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4014706.250000 Penalty: 3366.812744
	Iteration 31Q: 3 clusters Score -4014706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4014706.250000 Penalty: 3366.812744
	Iteration 32F: 3 clusters Score -4014706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -48587.109375 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -48587.11 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 246 members 
Entering Unmasked Estep 
Score: -47542.125000 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -47542.12 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47789.632812 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -47789.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47940.789062 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -47940.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48016.457031 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -48016.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48058.585938 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -48058.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48098.066406 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -48098.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48112.601562 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -48112.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48135.312500 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -48135.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48148.539062 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -48148.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48160.058594 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -48160.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48162.085938 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -48162.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48162.085938 Penalty: 2011.852417
	Iteration 11F: 3 clusters Score -48162.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42104 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48003 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83228 members 
Mstep: Class 14 contains 14014 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19574 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84813 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 91813 members 
Mstep: Class 22 contains 90444 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89487 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87102 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31553 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230976.000000 Penalty: 70941.500000
Iteration 439Q: 33 clusters Score -1.02231e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42103 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 48000 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83225 members 
Mstep: Class 14 contains 14013 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19576 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84815 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91809 members 
Mstep: Class 22 contains 90441 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89489 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89759 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87099 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31560 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231120.000000 Penalty: 70941.500000
Iteration 440F: 33 clusters Score -1.022311e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42101 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 47994 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83225 members 
Mstep: Class 14 contains 14012 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19577 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84817 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91810 members 
Mstep: Class 22 contains 90429 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89494 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89757 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87091 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31582 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231056.000000 Penalty: 70941.500000
Iteration 441Q: 33 clusters Score -1.022311e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42100 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 47986 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83223 members 
Mstep: Class 14 contains 14011 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19581 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84822 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91809 members 
Mstep: Class 22 contains 90429 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89502 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89755 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87080 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31592 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231096.000000 Penalty: 70941.500000
Iteration 442Q: 33 clusters Score -1.022311e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42100 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 47976 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83224 members 
Mstep: Class 14 contains 14010 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84824 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91811 members 
Mstep: Class 22 contains 90428 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89502 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89750 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87076 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31606 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231016.000000 Penalty: 70941.500000
Iteration 443Q: 33 clusters Score -1.02231e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42100 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 47964 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83229 members 
Mstep: Class 14 contains 14008 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84823 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91809 members 
Mstep: Class 22 contains 90418 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89507 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89750 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87070 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31627 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230960.000000 Penalty: 70941.500000
Iteration 444Q: 33 clusters Score -1.02231e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13864 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42099 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 47953 members 
Mstep: Class 10 contains 18509 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83231 members 
Mstep: Class 14 contains 14006 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84823 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 91809 members 
Mstep: Class 22 contains 90415 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 89509 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87069 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31642 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231056.000000 Penalty: 70941.500000
Iteration 445Q: 33 clusters Score -1.022311e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13865 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42096 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 47948 members 
Mstep: Class 10 contains 18509 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83232 members 
Mstep: Class 14 contains 14003 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19580 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84823 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91808 members 
Mstep: Class 22 contains 90403 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89511 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87071 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31660 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231048.000000 Penalty: 70941.500000
Iteration 446Q: 33 clusters Score -1.02231e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42096 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 47946 members 
Mstep: Class 10 contains 18509 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83234 members 
Mstep: Class 14 contains 13998 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19579 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84823 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91807 members 
Mstep: Class 22 contains 90395 members 
Mstep: Class 23 contains 4107 members 
Mstep: Class 24 contains 89513 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87074 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31670 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231024.000000 Penalty: 70941.500000
Iteration 447Q: 33 clusters Score -1.02231e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42096 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 47941 members 
Mstep: Class 10 contains 18508 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83234 members 
Mstep: Class 14 contains 13997 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19579 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84823 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91806 members 
Mstep: Class 22 contains 90389 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89513 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87078 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31680 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231032.000000 Penalty: 70941.500000
Iteration 448Q: 33 clusters Score -1.02231e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42095 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 47938 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83234 members 
Mstep: Class 14 contains 13994 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84823 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91805 members 
Mstep: Class 22 contains 90389 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89516 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87077 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31682 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231016.000000 Penalty: 70941.500000
Iteration 449Q: 33 clusters Score -1.02231e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42094 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 47933 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83234 members 
Mstep: Class 14 contains 13996 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19585 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84823 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91802 members 
Mstep: Class 22 contains 90378 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89515 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87079 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31694 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231072.000000 Penalty: 70941.500000
Iteration 450Q: 33 clusters Score -1.022311e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42093 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 47931 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83236 members 
Mstep: Class 14 contains 13994 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19588 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84824 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91800 members 
Mstep: Class 22 contains 90373 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89513 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 89752 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87082 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31701 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231008.000000 Penalty: 70941.500000
Iteration 451Q: 33 clusters Score -1.02231e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42090 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 47927 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83238 members 
Mstep: Class 14 contains 13993 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19591 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84824 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91794 members 
Mstep: Class 22 contains 90367 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89515 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87090 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31706 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230992.000000 Penalty: 70941.500000
Iteration 452Q: 33 clusters Score -1.02231e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42089 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 47919 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83239 members 
Mstep: Class 14 contains 13994 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19597 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 84829 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91785 members 
Mstep: Class 22 contains 90356 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 89515 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 89749 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87100 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31719 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230928.000000 Penalty: 70941.500000
Iteration 453Q: 33 clusters Score -1.022309e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42089 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 47916 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83238 members 
Mstep: Class 14 contains 13993 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19604 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84833 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91779 members 
Mstep: Class 22 contains 90338 members 
Mstep: Class 23 contains 4107 members 
Mstep: Class 24 contains 89507 members 
Mstep: Class 25 contains 5791 members 
Mstep: Class 26 contains 89747 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87105 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31741 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230952.000000 Penalty: 70941.500000
Iteration 454Q: 33 clusters Score -1.02231e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13865 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42090 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 47913 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83235 members 
Mstep: Class 14 contains 13993 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19604 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84837 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91773 members 
Mstep: Class 22 contains 90314 members 
Mstep: Class 23 contains 4108 members 
Mstep: Class 24 contains 89509 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89748 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87107 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31763 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230992.000000 Penalty: 70941.500000
Iteration 455Q: 33 clusters Score -1.02231e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13864 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42089 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 47905 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83237 members 
Mstep: Class 14 contains 13993 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19605 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84840 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91761 members 
Mstep: Class 22 contains 90299 members 
Mstep: Class 23 contains 4109 members 
Mstep: Class 24 contains 89503 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 89750 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87113 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31788 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231096.000000 Penalty: 70941.500000
Iteration 456Q: 33 clusters Score -1.022311e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 42083 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 47906 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83239 members 
Mstep: Class 14 contains 13988 members 
Mstep: Class 15 contains 4675 members 
Mstep: Class 16 contains 19606 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84843 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91753 members 
Mstep: Class 22 contains 90284 members 
Mstep: Class 23 contains 4111 members 
Mstep: Class 24 contains 89497 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 89748 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87124 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31810 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231008.000000 Penalty: 70941.500000
Iteration 457Q: 33 clusters Score -1.02231e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 42078 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 47904 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83236 members 
Mstep: Class 14 contains 13987 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19608 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84843 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91747 members 
Mstep: Class 22 contains 90278 members 
Mstep: Class 23 contains 4112 members 
Mstep: Class 24 contains 89494 members 
Mstep: Class 25 contains 5796 members 
Mstep: Class 26 contains 89748 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87136 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31821 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230888.000000 Penalty: 70941.500000
Iteration 458Q: 33 clusters Score -1.022309e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 42077 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 47902 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83238 members 
Mstep: Class 14 contains 13987 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19610 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84845 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91740 members 
Mstep: Class 22 contains 90276 members 
Mstep: Class 23 contains 4113 members 
Mstep: Class 24 contains 89491 members 
Mstep: Class 25 contains 5796 members 
Mstep: Class 26 contains 89745 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87146 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31823 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230912.000000 Penalty: 70941.500000
Iteration 459Q: 33 clusters Score -1.022309e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 42075 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 47896 members 
Mstep: Class 10 contains 18506 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83242 members 
Mstep: Class 14 contains 13982 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19608 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84846 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91733 members 
Mstep: Class 22 contains 90277 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89493 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89745 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87147 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31835 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230888.000000 Penalty: 70941.500000
Iteration 460F: 33 clusters Score -1.022309e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 42074 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 47895 members 
Mstep: Class 10 contains 18506 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83248 members 
Mstep: Class 14 contains 13978 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19609 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84845 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91725 members 
Mstep: Class 22 contains 90274 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89497 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89744 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87151 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31837 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230832.000000 Penalty: 70941.500000
Iteration 461Q: 33 clusters Score -1.022308e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 42074 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 47896 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83247 members 
Mstep: Class 14 contains 13971 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19609 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84848 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91718 members 
Mstep: Class 22 contains 90268 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89497 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 89743 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87155 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31848 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230848.000000 Penalty: 70941.500000
Iteration 462Q: 33 clusters Score -1.022308e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 42074 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 47901 members 
Mstep: Class 10 contains 18509 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83251 members 
Mstep: Class 14 contains 13967 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19607 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84849 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91711 members 
Mstep: Class 22 contains 90260 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89495 members 
Mstep: Class 25 contains 5796 members 
Mstep: Class 26 contains 89746 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87154 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31855 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230816.000000 Penalty: 70941.500000
Iteration 463Q: 33 clusters Score -1.022308e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13861 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 42073 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 47894 members 
Mstep: Class 10 contains 18512 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83259 members 
Mstep: Class 14 contains 13961 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19606 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84847 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91706 members 
Mstep: Class 22 contains 90257 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89491 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 89748 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87153 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31868 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230880.000000 Penalty: 70941.500000
Iteration 464Q: 33 clusters Score -1.022309e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13860 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42074 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 47887 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83264 members 
Mstep: Class 14 contains 13953 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19608 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84850 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91705 members 
Mstep: Class 22 contains 90251 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89480 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 89750 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87146 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31892 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230832.000000 Penalty: 70941.500000
Iteration 465Q: 33 clusters Score -1.022308e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42074 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 47886 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83270 members 
Mstep: Class 14 contains 13948 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19609 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84850 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91701 members 
Mstep: Class 22 contains 90241 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89477 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 89751 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87141 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31911 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230760.000000 Penalty: 70941.500000
Iteration 466Q: 33 clusters Score -1.022308e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42073 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 47878 members 
Mstep: Class 10 contains 18511 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83274 members 
Mstep: Class 14 contains 13940 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19614 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84851 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91698 members 
Mstep: Class 22 contains 90248 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89468 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87137 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31926 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230888.000000 Penalty: 70941.500000
Iteration 467Q: 33 clusters Score -1.022309e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42073 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 47873 members 
Mstep: Class 10 contains 18511 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83276 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19622 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 84854 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91699 members 
Mstep: Class 22 contains 90249 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89448 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89750 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87134 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31945 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230960.000000 Penalty: 70941.500000
Iteration 468Q: 33 clusters Score -1.02231e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42071 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 47866 members 
Mstep: Class 10 contains 18512 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83277 members 
Mstep: Class 14 contains 13938 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19628 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84859 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91698 members 
Mstep: Class 22 contains 90254 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89431 members 
Mstep: Class 25 contains 5803 members 
Mstep: Class 26 contains 89751 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87134 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31959 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231016.000000 Penalty: 70941.500000
Iteration 469Q: 33 clusters Score -1.02231e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13858 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42069 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 47869 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83276 members 
Mstep: Class 14 contains 13937 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19636 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84861 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91699 members 
Mstep: Class 22 contains 90255 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89416 members 
Mstep: Class 25 contains 5803 members 
Mstep: Class 26 contains 89754 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87132 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31964 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231096.000000 Penalty: 70941.500000
Iteration 470Q: 33 clusters Score -1.022311e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13858 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42068 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 47878 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83279 members 
Mstep: Class 14 contains 13935 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19642 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84861 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91699 members 
Mstep: Class 22 contains 90252 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89398 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89756 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87129 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31973 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230984.000000 Penalty: 70941.500000
Iteration 471Q: 33 clusters Score -1.02231e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13860 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42064 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 47880 members 
Mstep: Class 10 contains 18512 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83282 members 
Mstep: Class 14 contains 13935 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19647 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84862 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91703 members 
Mstep: Class 22 contains 90254 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89390 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89754 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87125 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31971 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231024.000000 Penalty: 70941.500000
Iteration 472Q: 33 clusters Score -1.02231e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42062 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 47885 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83285 members 
Mstep: Class 14 contains 13929 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19650 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84867 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91703 members 
Mstep: Class 22 contains 90251 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89373 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89754 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87125 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31979 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231112.000000 Penalty: 70941.500000
Iteration 473Q: 33 clusters Score -1.022311e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42062 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 47895 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83288 members 
Mstep: Class 14 contains 13923 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19653 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84874 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91703 members 
Mstep: Class 22 contains 90235 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89355 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89750 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87127 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 31998 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231152.000000 Penalty: 70941.500000
Iteration 474Q: 33 clusters Score -1.022312e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42063 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 47895 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83288 members 
Mstep: Class 14 contains 13920 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19653 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84881 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91703 members 
Mstep: Class 22 contains 90229 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89343 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89748 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87127 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32013 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231120.000000 Penalty: 70941.500000
Iteration 475Q: 33 clusters Score -1.022311e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42061 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 47887 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83286 members 
Mstep: Class 14 contains 13916 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19654 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84889 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91702 members 
Mstep: Class 22 contains 90208 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89339 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89746 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87128 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32046 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231112.000000 Penalty: 70941.500000
Iteration 476Q: 33 clusters Score -1.022311e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42057 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 47890 members 
Mstep: Class 10 contains 18517 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83276 members 
Mstep: Class 14 contains 13916 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19657 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84892 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91700 members 
Mstep: Class 22 contains 90188 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89327 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89755 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87128 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32073 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231112.000000 Penalty: 70941.500000
Iteration 477Q: 33 clusters Score -1.022311e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42056 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 47875 members 
Mstep: Class 10 contains 18516 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83277 members 
Mstep: Class 14 contains 13912 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19659 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84889 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91703 members 
Mstep: Class 22 contains 90186 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89310 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89759 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87128 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32105 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231152.000000 Penalty: 70941.500000
Iteration 478Q: 33 clusters Score -1.022312e+08 nChanged 155
Entering ConstructFrom: 
Score: -102231152.000000 Penalty: 70941.500000
Entering ConstructFrom: 
Trying to split cluster 1 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -46536.000000 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -46536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45603.574219 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -45603.57 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46133.222656 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -46133.22 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46427.226562 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -46427.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46590.949219 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -46590.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46754.355469 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -46754.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46945.503906 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -46945.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47088.035156 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -47088.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47155.812500 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -47155.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47179.441406 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -47179.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47187.472656 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -47187.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47190.960938 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -47190.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47192.214844 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -47192.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47192.722656 Penalty: 2033.741943
	Iteration 12F: 3 clusters Score -47192.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47207.546875 Penalty: 2033.741943
	Iteration 13Q: 3 clusters Score -47207.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47209.734375 Penalty: 2033.741943
	Iteration 14Q: 3 clusters Score -47209.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47209.734375 Penalty: 2033.741943
	Iteration 15F: 3 clusters Score -47209.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42055 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 47870 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83274 members 
Mstep: Class 14 contains 13910 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19659 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84894 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91700 members 
Mstep: Class 22 contains 90175 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89301 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89756 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87132 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32134 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 219 members 
Entering Unmasked Estep 
Score: -102230632.000000 Penalty: 73158.421875
Splitting cluster 1 changes total score from -102231152.000000 to -102230632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Entering Unmasked Estep 
Score: -1678315.000000 Penalty: 1549.759033
	Iteration 0F: 2 clusters Score -1678315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1668698.500000 Penalty: 3099.518066
	Iteration 0F: 3 clusters Score -1668698 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1671977.250000 Penalty: 3099.518066
	Iteration 1F: 3 clusters Score -1671977 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1672230.875000 Penalty: 3099.518066
	Iteration 2F: 3 clusters Score -1672231 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1672450.125000 Penalty: 3099.518066
	Iteration 3Q: 3 clusters Score -1672450 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1672675.875000 Penalty: 3099.518066
	Iteration 4Q: 3 clusters Score -1672676 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1672929.000000 Penalty: 3099.518066
	Iteration 5Q: 3 clusters Score -1672929 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1673190.875000 Penalty: 3099.518066
	Iteration 6Q: 3 clusters Score -1673191 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1673474.125000 Penalty: 3099.518066
	Iteration 7Q: 3 clusters Score -1673474 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1673793.625000 Penalty: 3099.518066
	Iteration 8Q: 3 clusters Score -1673794 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1674119.375000 Penalty: 3099.518066
	Iteration 9Q: 3 clusters Score -1674119 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1674479.000000 Penalty: 3099.518066
	Iteration 10Q: 3 clusters Score -1674479 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1674854.125000 Penalty: 3099.518066
	Iteration 11Q: 3 clusters Score -1674854 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1675199.125000 Penalty: 3099.518066
	Iteration 12Q: 3 clusters Score -1675199 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1675448.875000 Penalty: 3099.518066
	Iteration 13Q: 3 clusters Score -1675449 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1675641.000000 Penalty: 3099.518066
	Iteration 14Q: 3 clusters Score -1675641 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1675757.875000 Penalty: 3099.518066
	Iteration 15Q: 3 clusters Score -1675758 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1675853.250000 Penalty: 3099.518066
	Iteration 16Q: 3 clusters Score -1675853 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1675930.250000 Penalty: 3099.518066
	Iteration 17Q: 3 clusters Score -1675930 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1675981.875000 Penalty: 3099.518066
	Iteration 18Q: 3 clusters Score -1675982 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1676035.125000 Penalty: 3099.518066
	Iteration 19Q: 3 clusters Score -1676035 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1676075.125000 Penalty: 3099.518066
	Iteration 20F: 3 clusters Score -1676075 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1676125.125000 Penalty: 3099.518066
	Iteration 21Q: 3 clusters Score -1676125 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1676178.375000 Penalty: 3099.518066
	Iteration 22Q: 3 clusters Score -1676178 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1676231.500000 Penalty: 3099.518066
	Iteration 23Q: 3 clusters Score -1676232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1676282.125000 Penalty: 3099.518066
	Iteration 24Q: 3 clusters Score -1676282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1676328.875000 Penalty: 3099.518066
	Iteration 25Q: 3 clusters Score -1676329 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1676374.000000 Penalty: 3099.518066
	Iteration 26Q: 3 clusters Score -1676374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1676407.500000 Penalty: 3099.518066
	Iteration 27Q: 3 clusters Score -1676408 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1676439.500000 Penalty: 3099.518066
	Iteration 28Q: 3 clusters Score -1676440 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1676466.750000 Penalty: 3099.518066
	Iteration 29Q: 3 clusters Score -1676467 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1676496.875000 Penalty: 3099.518066
	Iteration 30Q: 3 clusters Score -1676497 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1676518.000000 Penalty: 3099.518066
	Iteration 31Q: 3 clusters Score -1676518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1676535.125000 Penalty: 3099.518066
	Iteration 32Q: 3 clusters Score -1676535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1676555.625000 Penalty: 3099.518066
	Iteration 33Q: 3 clusters Score -1676556 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1676576.750000 Penalty: 3099.518066
	Iteration 34Q: 3 clusters Score -1676577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1676597.125000 Penalty: 3099.518066
	Iteration 35Q: 3 clusters Score -1676597 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1676618.375000 Penalty: 3099.518066
	Iteration 36Q: 3 clusters Score -1676618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1676649.625000 Penalty: 3099.518066
	Iteration 37Q: 3 clusters Score -1676650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1676679.375000 Penalty: 3099.518066
	Iteration 38Q: 3 clusters Score -1676679 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1676711.875000 Penalty: 3099.518066
	Iteration 39Q: 3 clusters Score -1676712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1676758.375000 Penalty: 3099.518066
	Iteration 40F: 3 clusters Score -1676758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1676810.625000 Penalty: 3099.518066
	Iteration 41Q: 3 clusters Score -1676811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1676861.750000 Penalty: 3099.518066
	Iteration 42Q: 3 clusters Score -1676862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1676905.500000 Penalty: 3099.518066
	Iteration 43Q: 3 clusters Score -1676906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1676939.750000 Penalty: 3099.518066
	Iteration 44Q: 3 clusters Score -1676940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1676969.750000 Penalty: 3099.518066
	Iteration 45Q: 3 clusters Score -1676970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1676999.875000 Penalty: 3099.518066
	Iteration 46Q: 3 clusters Score -1677000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1677026.750000 Penalty: 3099.518066
	Iteration 47Q: 3 clusters Score -1677027 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1677061.750000 Penalty: 3099.518066
	Iteration 48Q: 3 clusters Score -1677062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1677088.750000 Penalty: 3099.518066
	Iteration 49Q: 3 clusters Score -1677089 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1677116.750000 Penalty: 3099.518066
	Iteration 50Q: 3 clusters Score -1677117 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1677142.625000 Penalty: 3099.518066
	Iteration 51Q: 3 clusters Score -1677143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1677171.625000 Penalty: 3099.518066
	Iteration 52Q: 3 clusters Score -1677172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1677187.125000 Penalty: 3099.518066
	Iteration 53Q: 3 clusters Score -1677187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1677196.125000 Penalty: 3099.518066
	Iteration 54Q: 3 clusters Score -1677196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1677203.875000 Penalty: 3099.518066
	Iteration 55Q: 3 clusters Score -1677204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1677211.125000 Penalty: 3099.518066
	Iteration 56Q: 3 clusters Score -1677211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1677213.875000 Penalty: 3099.518066
	Iteration 57Q: 3 clusters Score -1677214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1677228.500000 Penalty: 3099.518066
	Iteration 58Q: 3 clusters Score -1677228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1677241.500000 Penalty: 3099.518066
	Iteration 59Q: 3 clusters Score -1677242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1677246.625000 Penalty: 3099.518066
	Iteration 60F: 3 clusters Score -1677247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1677256.500000 Penalty: 3099.518066
	Iteration 61Q: 3 clusters Score -1677256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1677261.625000 Penalty: 3099.518066
	Iteration 62Q: 3 clusters Score -1677262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1677262.625000 Penalty: 3099.518066
	Iteration 63Q: 3 clusters Score -1677263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1677267.625000 Penalty: 3099.518066
	Iteration 64Q: 3 clusters Score -1677268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1677272.000000 Penalty: 3099.518066
	Iteration 65Q: 3 clusters Score -1677272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1677273.250000 Penalty: 3099.518066
	Iteration 66Q: 3 clusters Score -1677273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1677274.750000 Penalty: 3099.518066
	Iteration 67Q: 3 clusters Score -1677275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1677275.500000 Penalty: 3099.518066
	Iteration 68Q: 3 clusters Score -1677276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1677275.500000 Penalty: 3099.518066
	Iteration 69Q: 3 clusters Score -1677276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1677273.250000 Penalty: 3099.518066
	Iteration 70Q: 3 clusters Score -1677273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1677273.250000 Penalty: 3099.518066
	Iteration 71F: 3 clusters Score -1677273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -394408.218750 Penalty: 1320.943115
	Iteration 0F: 2 clusters Score -394408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -391456.531250 Penalty: 2641.886230
	Iteration 0F: 3 clusters Score -391456.5 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -392178.500000 Penalty: 2641.886230
	Iteration 1F: 3 clusters Score -392178.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -392351.750000 Penalty: 2641.886230
	Iteration 2F: 3 clusters Score -392351.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -392490.375000 Penalty: 2641.886230
	Iteration 3F: 3 clusters Score -392490.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -392603.875000 Penalty: 2641.886230
	Iteration 4Q: 3 clusters Score -392603.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -392707.875000 Penalty: 2641.886230
	Iteration 5Q: 3 clusters Score -392707.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -392805.781250 Penalty: 2641.886230
	Iteration 6Q: 3 clusters Score -392805.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -392889.625000 Penalty: 2641.886230
	Iteration 7Q: 3 clusters Score -392889.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -392962.656250 Penalty: 2641.886230
	Iteration 8Q: 3 clusters Score -392962.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -393031.625000 Penalty: 2641.886230
	Iteration 9Q: 3 clusters Score -393031.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -393101.625000 Penalty: 2641.886230
	Iteration 10Q: 3 clusters Score -393101.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -393201.937500 Penalty: 2641.886230
	Iteration 11Q: 3 clusters Score -393201.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -393271.531250 Penalty: 2641.886230
	Iteration 12Q: 3 clusters Score -393271.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -393325.093750 Penalty: 2641.886230
	Iteration 13Q: 3 clusters Score -393325.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -393364.781250 Penalty: 2641.886230
	Iteration 14Q: 3 clusters Score -393364.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -393392.062500 Penalty: 2641.886230
	Iteration 15Q: 3 clusters Score -393392.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -393411.906250 Penalty: 2641.886230
	Iteration 16Q: 3 clusters Score -393411.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -393427.437500 Penalty: 2641.886230
	Iteration 17Q: 3 clusters Score -393427.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -393438.750000 Penalty: 2641.886230
	Iteration 18Q: 3 clusters Score -393438.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -393448.875000 Penalty: 2641.886230
	Iteration 19Q: 3 clusters Score -393448.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -393452.812500 Penalty: 2641.886230
	Iteration 20F: 3 clusters Score -393452.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -393456.875000 Penalty: 2641.886230
	Iteration 21Q: 3 clusters Score -393456.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -393460.718750 Penalty: 2641.886230
	Iteration 22Q: 3 clusters Score -393460.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -393465.312500 Penalty: 2641.886230
	Iteration 23Q: 3 clusters Score -393465.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -393469.093750 Penalty: 2641.886230
	Iteration 24Q: 3 clusters Score -393469.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -393476.156250 Penalty: 2641.886230
	Iteration 25Q: 3 clusters Score -393476.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -393484.187500 Penalty: 2641.886230
	Iteration 26Q: 3 clusters Score -393484.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -393492.250000 Penalty: 2641.886230
	Iteration 27Q: 3 clusters Score -393492.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -393498.312500 Penalty: 2641.886230
	Iteration 28Q: 3 clusters Score -393498.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -393501.656250 Penalty: 2641.886230
	Iteration 29Q: 3 clusters Score -393501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -393503.937500 Penalty: 2641.886230
	Iteration 30Q: 3 clusters Score -393503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -393506.437500 Penalty: 2641.886230
	Iteration 31Q: 3 clusters Score -393506.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -393511.687500 Penalty: 2641.886230
	Iteration 32Q: 3 clusters Score -393511.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -393515.312500 Penalty: 2641.886230
	Iteration 33Q: 3 clusters Score -393515.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -393518.125000 Penalty: 2641.886230
	Iteration 34Q: 3 clusters Score -393518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -393520.625000 Penalty: 2641.886230
	Iteration 35Q: 3 clusters Score -393520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -393521.437500 Penalty: 2641.886230
	Iteration 36Q: 3 clusters Score -393521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -393521.937500 Penalty: 2641.886230
	Iteration 37Q: 3 clusters Score -393521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -393523.250000 Penalty: 2641.886230
	Iteration 38Q: 3 clusters Score -393523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -393523.937500 Penalty: 2641.886230
	Iteration 39Q: 3 clusters Score -393523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -393524.031250 Penalty: 2641.886230
	Iteration 40F: 3 clusters Score -393524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -166132.250000 Penalty: 1183.001343
	Iteration 0F: 2 clusters Score -166132.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -164446.312500 Penalty: 2366.002686
	Iteration 0F: 3 clusters Score -164446.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -164889.125000 Penalty: 2366.002686
	Iteration 1F: 3 clusters Score -164889.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -165069.875000 Penalty: 2366.002686
	Iteration 2F: 3 clusters Score -165069.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -165164.687500 Penalty: 2366.002686
	Iteration 3F: 3 clusters Score -165164.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -165217.531250 Penalty: 2366.002686
	Iteration 4Q: 3 clusters Score -165217.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -165272.343750 Penalty: 2366.002686
	Iteration 5Q: 3 clusters Score -165272.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -165320.125000 Penalty: 2366.002686
	Iteration 6Q: 3 clusters Score -165320.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -165355.250000 Penalty: 2366.002686
	Iteration 7Q: 3 clusters Score -165355.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -165389.515625 Penalty: 2366.002686
	Iteration 8Q: 3 clusters Score -165389.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -165420.296875 Penalty: 2366.002686
	Iteration 9Q: 3 clusters Score -165420.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -165448.125000 Penalty: 2366.002686
	Iteration 10Q: 3 clusters Score -165448.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -165470.718750 Penalty: 2366.002686
	Iteration 11Q: 3 clusters Score -165470.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -165489.828125 Penalty: 2366.002686
	Iteration 12Q: 3 clusters Score -165489.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165500.218750 Penalty: 2366.002686
	Iteration 13Q: 3 clusters Score -165500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165504.593750 Penalty: 2366.002686
	Iteration 14Q: 3 clusters Score -165504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165508.437500 Penalty: 2366.002686
	Iteration 15Q: 3 clusters Score -165508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165508.875000 Penalty: 2366.002686
	Iteration 16Q: 3 clusters Score -165508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -165509.484375 Penalty: 2366.002686
	Iteration 17Q: 3 clusters Score -165509.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165512.500000 Penalty: 2366.002686
	Iteration 18Q: 3 clusters Score -165512.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165513.375000 Penalty: 2366.002686
	Iteration 19Q: 3 clusters Score -165513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165514.718750 Penalty: 2366.002686
	Iteration 20F: 3 clusters Score -165514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165515.406250 Penalty: 2366.002686
	Iteration 21Q: 3 clusters Score -165515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -165517.468750 Penalty: 2366.002686
	Iteration 22Q: 3 clusters Score -165517.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -165519.140625 Penalty: 2366.002686
	Iteration 23Q: 3 clusters Score -165519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -165519.843750 Penalty: 2366.002686
	Iteration 24Q: 3 clusters Score -165519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -165520.484375 Penalty: 2366.002686
	Iteration 25Q: 3 clusters Score -165520.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -165523.015625 Penalty: 2366.002686
	Iteration 26Q: 3 clusters Score -165523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -165524.765625 Penalty: 2366.002686
	Iteration 27Q: 3 clusters Score -165524.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -165525.156250 Penalty: 2366.002686
	Iteration 28Q: 3 clusters Score -165525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -165525.156250 Penalty: 2366.002686
	Iteration 29F: 3 clusters Score -165525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Entering Unmasked Estep 
Score: -5201755.500000 Penalty: 1730.094116
	Iteration 0F: 2 clusters Score -5201756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5173761.500000 Penalty: 3460.188232
	Iteration 0F: 3 clusters Score -5173762 nChanged 19510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -5185229.500000 Penalty: 3460.188232
	Iteration 1F: 3 clusters Score -5185230 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -5186436.000000 Penalty: 3460.188232
	Iteration 2F: 3 clusters Score -5186436 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -5188403.500000 Penalty: 3460.188232
	Iteration 3F: 3 clusters Score -5188404 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -5191263.000000 Penalty: 3460.188232
	Iteration 4F: 3 clusters Score -5191263 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -5194515.500000 Penalty: 3460.188232
	Iteration 5F: 3 clusters Score -5194516 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5197444.000000 Penalty: 3460.188232
	Iteration 6F: 3 clusters Score -5197444 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5199041.500000 Penalty: 3460.188232
	Iteration 7Q: 3 clusters Score -5199042 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5199745.500000 Penalty: 3460.188232
	Iteration 8Q: 3 clusters Score -5199746 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5200005.000000 Penalty: 3460.188232
	Iteration 9Q: 3 clusters Score -5200005 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5200150.500000 Penalty: 3460.188232
	Iteration 10Q: 3 clusters Score -5200150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5200215.500000 Penalty: 3460.188232
	Iteration 11Q: 3 clusters Score -5200216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5200256.500000 Penalty: 3460.188232
	Iteration 12Q: 3 clusters Score -5200256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5200282.500000 Penalty: 3460.188232
	Iteration 13Q: 3 clusters Score -5200282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5200305.500000 Penalty: 3460.188232
	Iteration 14Q: 3 clusters Score -5200306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5200313.000000 Penalty: 3460.188232
	Iteration 15Q: 3 clusters Score -5200313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5200327.000000 Penalty: 3460.188232
	Iteration 16Q: 3 clusters Score -5200327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5200330.500000 Penalty: 3460.188232
	Iteration 17Q: 3 clusters Score -5200330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5200346.500000 Penalty: 3460.188232
	Iteration 18Q: 3 clusters Score -5200346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5200346.000000 Penalty: 3460.188232
	Iteration 19Q: 3 clusters Score -5200346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5200350.500000 Penalty: 3460.188232
	Iteration 20F: 3 clusters Score -5200350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -236228.828125 Penalty: 1242.842773
	Iteration 0F: 2 clusters Score -236228.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -234061.015625 Penalty: 2485.685547
	Iteration 0F: 3 clusters Score -234061 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -234659.718750 Penalty: 2485.685547
	Iteration 1F: 3 clusters Score -234659.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -234867.734375 Penalty: 2485.685547
	Iteration 2F: 3 clusters Score -234867.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -235034.062500 Penalty: 2485.685547
	Iteration 3F: 3 clusters Score -235034.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -235169.500000 Penalty: 2485.685547
	Iteration 4Q: 3 clusters Score -235169.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -235318.968750 Penalty: 2485.685547
	Iteration 5F: 3 clusters Score -235319 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -235447.093750 Penalty: 2485.685547
	Iteration 6Q: 3 clusters Score -235447.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -235538.375000 Penalty: 2485.685547
	Iteration 7Q: 3 clusters Score -235538.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -235590.750000 Penalty: 2485.685547
	Iteration 8Q: 3 clusters Score -235590.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -235618.968750 Penalty: 2485.685547
	Iteration 9Q: 3 clusters Score -235619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -235637.109375 Penalty: 2485.685547
	Iteration 10Q: 3 clusters Score -235637.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -235657.812500 Penalty: 2485.685547
	Iteration 11Q: 3 clusters Score -235657.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -235678.734375 Penalty: 2485.685547
	Iteration 12Q: 3 clusters Score -235678.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -235694.031250 Penalty: 2485.685547
	Iteration 13Q: 3 clusters Score -235694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -235704.109375 Penalty: 2485.685547
	Iteration 14Q: 3 clusters Score -235704.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -235711.125000 Penalty: 2485.685547
	Iteration 15Q: 3 clusters Score -235711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -235715.765625 Penalty: 2485.685547
	Iteration 16Q: 3 clusters Score -235715.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -235721.390625 Penalty: 2485.685547
	Iteration 17Q: 3 clusters Score -235721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -235725.328125 Penalty: 2485.685547
	Iteration 18Q: 3 clusters Score -235725.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -235730.203125 Penalty: 2485.685547
	Iteration 19Q: 3 clusters Score -235730.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -235732.359375 Penalty: 2485.685547
	Iteration 20F: 3 clusters Score -235732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -235732.625000 Penalty: 2485.685547
	Iteration 21Q: 3 clusters Score -235732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -235733.406250 Penalty: 2485.685547
	Iteration 22Q: 3 clusters Score -235733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -235733.406250 Penalty: 2485.685547
	Iteration 23F: 3 clusters Score -235733.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -292975.312500 Penalty: 1272.895630
	Iteration 0F: 2 clusters Score -292975.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -290573.218750 Penalty: 2545.791260
	Iteration 0F: 3 clusters Score -290573.2 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -291169.687500 Penalty: 2545.791260
	Iteration 1F: 3 clusters Score -291169.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -291369.718750 Penalty: 2545.791260
	Iteration 2F: 3 clusters Score -291369.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -291526.812500 Penalty: 2545.791260
	Iteration 3F: 3 clusters Score -291526.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -291654.031250 Penalty: 2545.791260
	Iteration 4F: 3 clusters Score -291654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -291804.562500 Penalty: 2545.791260
	Iteration 5F: 3 clusters Score -291804.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -291943.968750 Penalty: 2545.791260
	Iteration 6F: 3 clusters Score -291944 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -292025.218750 Penalty: 2545.791260
	Iteration 7Q: 3 clusters Score -292025.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -292078.343750 Penalty: 2545.791260
	Iteration 8Q: 3 clusters Score -292078.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -292106.125000 Penalty: 2545.791260
	Iteration 9Q: 3 clusters Score -292106.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -292123.843750 Penalty: 2545.791260
	Iteration 10Q: 3 clusters Score -292123.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -292139.281250 Penalty: 2545.791260
	Iteration 11Q: 3 clusters Score -292139.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -292155.406250 Penalty: 2545.791260
	Iteration 12Q: 3 clusters Score -292155.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -292169.375000 Penalty: 2545.791260
	Iteration 13Q: 3 clusters Score -292169.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -292178.000000 Penalty: 2545.791260
	Iteration 14Q: 3 clusters Score -292178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -292183.187500 Penalty: 2545.791260
	Iteration 15Q: 3 clusters Score -292183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -292186.437500 Penalty: 2545.791260
	Iteration 16Q: 3 clusters Score -292186.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -292189.312500 Penalty: 2545.791260
	Iteration 17Q: 3 clusters Score -292189.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -292193.750000 Penalty: 2545.791260
	Iteration 18Q: 3 clusters Score -292193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -292196.000000 Penalty: 2545.791260
	Iteration 19Q: 3 clusters Score -292196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -292196.375000 Penalty: 2545.791260
	Iteration 20F: 3 clusters Score -292196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -292197.062500 Penalty: 2545.791260
	Iteration 21Q: 3 clusters Score -292197.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -292198.312500 Penalty: 2545.791260
	Iteration 22Q: 3 clusters Score -292198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -292198.562500 Penalty: 2545.791260
	Iteration 23Q: 3 clusters Score -292198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -292198.562500 Penalty: 2545.791260
	Iteration 24F: 3 clusters Score -292198.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Entering Unmasked Estep 
Score: -598547.812500 Penalty: 1385.015991
	Iteration 0F: 2 clusters Score -598547.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -594570.312500 Penalty: 2770.031982
	Iteration 0F: 3 clusters Score -594570.3 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -595767.250000 Penalty: 2770.031982
	Iteration 1F: 3 clusters Score -595767.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -596011.437500 Penalty: 2770.031982
	Iteration 2F: 3 clusters Score -596011.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -596196.812500 Penalty: 2770.031982
	Iteration 3F: 3 clusters Score -596196.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -596340.250000 Penalty: 2770.031982
	Iteration 4Q: 3 clusters Score -596340.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -596461.000000 Penalty: 2770.031982
	Iteration 5Q: 3 clusters Score -596461 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -596570.250000 Penalty: 2770.031982
	Iteration 6Q: 3 clusters Score -596570.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -596702.937500 Penalty: 2770.031982
	Iteration 7Q: 3 clusters Score -596702.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -596840.437500 Penalty: 2770.031982
	Iteration 8Q: 3 clusters Score -596840.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -596974.187500 Penalty: 2770.031982
	Iteration 9Q: 3 clusters Score -596974.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -597108.250000 Penalty: 2770.031982
	Iteration 10Q: 3 clusters Score -597108.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -597232.937500 Penalty: 2770.031982
	Iteration 11Q: 3 clusters Score -597232.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -597336.125000 Penalty: 2770.031982
	Iteration 12Q: 3 clusters Score -597336.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -597410.875000 Penalty: 2770.031982
	Iteration 13Q: 3 clusters Score -597410.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -597454.125000 Penalty: 2770.031982
	Iteration 14Q: 3 clusters Score -597454.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -597480.250000 Penalty: 2770.031982
	Iteration 15Q: 3 clusters Score -597480.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -597505.250000 Penalty: 2770.031982
	Iteration 16Q: 3 clusters Score -597505.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -597523.625000 Penalty: 2770.031982
	Iteration 17Q: 3 clusters Score -597523.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -597534.250000 Penalty: 2770.031982
	Iteration 18Q: 3 clusters Score -597534.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -597545.125000 Penalty: 2770.031982
	Iteration 19Q: 3 clusters Score -597545.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -597549.250000 Penalty: 2770.031982
	Iteration 20F: 3 clusters Score -597549.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -597555.625000 Penalty: 2770.031982
	Iteration 21Q: 3 clusters Score -597555.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -597557.937500 Penalty: 2770.031982
	Iteration 22Q: 3 clusters Score -597557.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -597561.625000 Penalty: 2770.031982
	Iteration 23Q: 3 clusters Score -597561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -597562.750000 Penalty: 2770.031982
	Iteration 24Q: 3 clusters Score -597562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -597563.625000 Penalty: 2770.031982
	Iteration 25Q: 3 clusters Score -597563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -597564.812500 Penalty: 2770.031982
	Iteration 26Q: 3 clusters Score -597564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -597567.437500 Penalty: 2770.031982
	Iteration 27Q: 3 clusters Score -597567.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -597569.687500 Penalty: 2770.031982
	Iteration 28Q: 3 clusters Score -597569.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -597570.375000 Penalty: 2770.031982
	Iteration 29Q: 3 clusters Score -597570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -597571.312500 Penalty: 2770.031982
	Iteration 30Q: 3 clusters Score -597571.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -597572.437500 Penalty: 2770.031982
	Iteration 31Q: 3 clusters Score -597572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -597572.000000 Penalty: 2770.031982
	Iteration 32Q: 3 clusters Score -597572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -597572.750000 Penalty: 2770.031982
	Iteration 33Q: 3 clusters Score -597572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -597572.750000 Penalty: 2770.031982
	Iteration 34Q: 3 clusters Score -597572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -597573.375000 Penalty: 2770.031982
	Iteration 35Q: 3 clusters Score -597573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -597574.937500 Penalty: 2770.031982
	Iteration 36Q: 3 clusters Score -597574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -597575.062500 Penalty: 2770.031982
	Iteration 37Q: 3 clusters Score -597575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -597575.062500 Penalty: 2770.031982
	Iteration 38Q: 3 clusters Score -597575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -597575.062500 Penalty: 2770.031982
	Iteration 39F: 3 clusters Score -597575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Entering Unmasked Estep 
Score: -6067922.500000 Penalty: 1751.139648
	Iteration 0F: 2 clusters Score -6067922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -6036222.000000 Penalty: 3502.279297
	Iteration 0F: 3 clusters Score -6036222 nChanged 22412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -6048758.000000 Penalty: 3502.279297
	Iteration 1F: 3 clusters Score -6048758 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -6049260.500000 Penalty: 3502.279297
	Iteration 2Q: 3 clusters Score -6049260 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -6049925.000000 Penalty: 3502.279297
	Iteration 3Q: 3 clusters Score -6049925 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -6050920.500000 Penalty: 3502.279297
	Iteration 4Q: 3 clusters Score -6050920 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -6052432.500000 Penalty: 3502.279297
	Iteration 5F: 3 clusters Score -6052432 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -6054699.000000 Penalty: 3502.279297
	Iteration 6F: 3 clusters Score -6054699 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -6057315.500000 Penalty: 3502.279297
	Iteration 7F: 3 clusters Score -6057316 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -6059739.000000 Penalty: 3502.279297
	Iteration 8F: 3 clusters Score -6059739 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -6061345.500000 Penalty: 3502.279297
	Iteration 9F: 3 clusters Score -6061346 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -6062109.500000 Penalty: 3502.279297
	Iteration 10Q: 3 clusters Score -6062110 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -6062621.000000 Penalty: 3502.279297
	Iteration 11Q: 3 clusters Score -6062621 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -6063038.500000 Penalty: 3502.279297
	Iteration 12Q: 3 clusters Score -6063038 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -6063440.000000 Penalty: 3502.279297
	Iteration 13Q: 3 clusters Score -6063440 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -6063862.500000 Penalty: 3502.279297
	Iteration 14Q: 3 clusters Score -6063862 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -6064353.500000 Penalty: 3502.279297
	Iteration 15Q: 3 clusters Score -6064354 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -6064786.500000 Penalty: 3502.279297
	Iteration 16Q: 3 clusters Score -6064786 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -6065142.000000 Penalty: 3502.279297
	Iteration 17Q: 3 clusters Score -6065142 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -6065450.500000 Penalty: 3502.279297
	Iteration 18Q: 3 clusters Score -6065450 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -6065664.000000 Penalty: 3502.279297
	Iteration 19Q: 3 clusters Score -6065664 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -6065845.000000 Penalty: 3502.279297
	Iteration 20F: 3 clusters Score -6065845 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -6066004.500000 Penalty: 3502.279297
	Iteration 21Q: 3 clusters Score -6066004 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -6066094.000000 Penalty: 3502.279297
	Iteration 22Q: 3 clusters Score -6066094 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -6066216.500000 Penalty: 3502.279297
	Iteration 23Q: 3 clusters Score -6066216 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -6066268.500000 Penalty: 3502.279297
	Iteration 24Q: 3 clusters Score -6066268 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -6066333.500000 Penalty: 3502.279297
	Iteration 25Q: 3 clusters Score -6066334 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -6066348.000000 Penalty: 3502.279297
	Iteration 26Q: 3 clusters Score -6066348 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -6066378.500000 Penalty: 3502.279297
	Iteration 27Q: 3 clusters Score -6066378 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -6066384.000000 Penalty: 3502.279297
	Iteration 28Q: 3 clusters Score -6066384 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -6066440.000000 Penalty: 3502.279297
	Iteration 29Q: 3 clusters Score -6066440 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -6066473.500000 Penalty: 3502.279297
	Iteration 30Q: 3 clusters Score -6066474 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -6066482.500000 Penalty: 3502.279297
	Iteration 31Q: 3 clusters Score -6066482 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -6066518.500000 Penalty: 3502.279297
	Iteration 32Q: 3 clusters Score -6066518 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -6066546.500000 Penalty: 3502.279297
	Iteration 33Q: 3 clusters Score -6066546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -6066566.500000 Penalty: 3502.279297
	Iteration 34Q: 3 clusters Score -6066566 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -6066576.500000 Penalty: 3502.279297
	Iteration 35Q: 3 clusters Score -6066576 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -6066572.000000 Penalty: 3502.279297
	Iteration 36Q: 3 clusters Score -6066572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -6066581.500000 Penalty: 3502.279297
	Iteration 37Q: 3 clusters Score -6066582 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -6066573.500000 Penalty: 3502.279297
	Iteration 38Q: 3 clusters Score -6066574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -6066589.500000 Penalty: 3502.279297
	Iteration 39Q: 3 clusters Score -6066590 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -6066595.500000 Penalty: 3502.279297
	Iteration 40F: 3 clusters Score -6066596 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -6066613.500000 Penalty: 3502.279297
	Iteration 41Q: 3 clusters Score -6066614 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -6066616.000000 Penalty: 3502.279297
	Iteration 42Q: 3 clusters Score -6066616 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6066616 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6066634 nChanged 104
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Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6066636 nChanged 105
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Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 5570 members 
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	Iteration 46Q: 3 clusters Score -6066646 nChanged 107
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Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 5463 members 
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	Iteration 47Q: 3 clusters Score -6066678 nChanged 105
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Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 5360 members 
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	Iteration 48Q: 3 clusters Score -6066672 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6066651 nChanged 84
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Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6066662 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6066662 nChanged 62
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Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6066680 nChanged 62
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Mstep: Class 1 contains 42887 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6066692 nChanged 75
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Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6066704 nChanged 82
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Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6066700 nChanged 79
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Mstep: Class 1 contains 43121 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6066708 nChanged 85
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Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6066714 nChanged 81
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Mstep: Class 1 contains 43283 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6066702 nChanged 81
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Mstep: Class 1 contains 43364 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6066726 nChanged 84
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Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6066736 nChanged 74
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Mstep: Class 1 contains 43522 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6066722 nChanged 71
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Mstep: Class 1 contains 43591 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6066722 nChanged 75
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Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6066740 nChanged 79
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Mstep: Class 1 contains 43741 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6066750 nChanged 77
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Mstep: Class 1 contains 43816 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6066770 nChanged 64
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Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6066763 nChanged 66
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Mstep: Class 1 contains 43944 members 
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	Iteration 67Q: 3 clusters Score -6066770 nChanged 74
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Mstep: Class 1 contains 44016 members 
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	Iteration 68Q: 3 clusters Score -6066788 nChanged 53
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Mstep: Class 1 contains 44061 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6066782 nChanged 53
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Mstep: Class 1 contains 44112 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6066775 nChanged 39
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Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 3719 members 
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	Iteration 71Q: 3 clusters Score -6066772 nChanged 40
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Mstep: Class 1 contains 44191 members 
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	Iteration 72Q: 3 clusters Score -6066773 nChanged 46
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Mstep: Class 1 contains 44237 members 
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	Iteration 73Q: 3 clusters Score -6066770 nChanged 39
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	Iteration 74Q: 3 clusters Score -6066773 nChanged 37
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	Iteration 75Q: 3 clusters Score -6066767 nChanged 36
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	Iteration 76Q: 3 clusters Score -6066774 nChanged 39
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	Iteration 77Q: 3 clusters Score -6066780 nChanged 37
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	Iteration 78Q: 3 clusters Score -6066774 nChanged 30
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	Iteration 79Q: 3 clusters Score -6066770 nChanged 26
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Mstep: Class 1 contains 44471 members 
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	Iteration 80F: 3 clusters Score -6066782 nChanged 38
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Mstep: Class 1 contains 44509 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6066792 nChanged 42
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Mstep: Class 1 contains 44549 members 
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	Iteration 82Q: 3 clusters Score -6066790 nChanged 47
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Mstep: Class 1 contains 44594 members 
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	Iteration 83Q: 3 clusters Score -6066797 nChanged 44
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Mstep: Class 1 contains 44636 members 
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	Iteration 84Q: 3 clusters Score -6066795 nChanged 33
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Mstep: Class 1 contains 44669 members 
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	Iteration 85Q: 3 clusters Score -6066788 nChanged 36
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Mstep: Class 1 contains 44705 members 
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	Iteration 86Q: 3 clusters Score -6066782 nChanged 29
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Mstep: Class 1 contains 44734 members 
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	Iteration 87Q: 3 clusters Score -6066794 nChanged 27
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	Iteration 88Q: 3 clusters Score -6066784 nChanged 24
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	Iteration 89Q: 3 clusters Score -6066782 nChanged 24
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	Iteration 90Q: 3 clusters Score -6066778 nChanged 20
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Mstep: Class 1 contains 44829 members 
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	Iteration 91Q: 3 clusters Score -6066776 nChanged 23
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Mstep: Class 1 contains 44852 members 
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	Iteration 92Q: 3 clusters Score -6066782 nChanged 29
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	Iteration 93Q: 3 clusters Score -6066789 nChanged 32
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	Iteration 94Q: 3 clusters Score -6066794 nChanged 32
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	Iteration 95Q: 3 clusters Score -6066792 nChanged 39
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	Iteration 96Q: 3 clusters Score -6066786 nChanged 39
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	Iteration 97Q: 3 clusters Score -6066785 nChanged 28
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	Iteration 98Q: 3 clusters Score -6066796 nChanged 31
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	Iteration 99Q: 3 clusters Score -6066800 nChanged 27
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Mstep: Class 1 contains 45097 members 
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	Iteration 100F: 3 clusters Score -6066804 nChanged 30
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Mstep: Class 1 contains 45127 members 
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	Iteration 101Q: 3 clusters Score -6066797 nChanged 38
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	Iteration 102Q: 3 clusters Score -6066787 nChanged 36
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Mstep: Class 1 contains 45199 members 
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	Iteration 103Q: 3 clusters Score -6066796 nChanged 36
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Mstep: Class 1 contains 45233 members 
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	Iteration 104Q: 3 clusters Score -6066796 nChanged 37
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Mstep: Class 1 contains 45270 members 
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	Iteration 105Q: 3 clusters Score -6066814 nChanged 28
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	Iteration 106Q: 3 clusters Score -6066814 nChanged 25
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Entering Unmasked Estep 
Score: -6066818.000000 Penalty: 3502.279297
	Iteration 107Q: 3 clusters Score -6066818 nChanged 16
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	Iteration 108Q: 3 clusters Score -6066825 nChanged 23
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	Iteration 109Q: 3 clusters Score -6066832 nChanged 17
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	Iteration 110Q: 3 clusters Score -6066825 nChanged 17
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	Iteration 111Q: 3 clusters Score -6066812 nChanged 20
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	Iteration 112Q: 3 clusters Score -6066813 nChanged 19
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	Iteration 113Q: 3 clusters Score -6066825 nChanged 26
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	Iteration 114Q: 3 clusters Score -6066816 nChanged 16
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	Iteration 115Q: 3 clusters Score -6066824 nChanged 15
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	Iteration 116Q: 3 clusters Score -6066824 nChanged 18
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6066820 nChanged 13
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	Iteration 118Q: 3 clusters Score -6066827 nChanged 9
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	Iteration 119Q: 3 clusters Score -6066822 nChanged 6
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	Iteration 120F: 3 clusters Score -6066826 nChanged 7
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	Iteration 121Q: 3 clusters Score -6066826 nChanged 10
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	Iteration 122Q: 3 clusters Score -6066824 nChanged 9
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	Iteration 123Q: 3 clusters Score -6066832 nChanged 7
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	Iteration 124Q: 3 clusters Score -6066841 nChanged 8
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	Iteration 125Q: 3 clusters Score -6066838 nChanged 7
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	Iteration 126Q: 3 clusters Score -6066834 nChanged 2
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	Iteration 127Q: 3 clusters Score -6066833 nChanged 4
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	Iteration 128Q: 3 clusters Score -6066837 nChanged 4
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	Iteration 129Q: 3 clusters Score -6066836 nChanged 4
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	Iteration 130Q: 3 clusters Score -6066842 nChanged 5
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	Iteration 131Q: 3 clusters Score -6066844 nChanged 6
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	Iteration 132Q: 3 clusters Score -6066848 nChanged 3
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	Iteration 133Q: 3 clusters Score -6066845 nChanged 8
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	Iteration 134Q: 3 clusters Score -6066848 nChanged 8
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	Iteration 135Q: 3 clusters Score -6066855 nChanged 12
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	Iteration 136Q: 3 clusters Score -6066851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6066855.500000 Penalty: 3502.279297
	Iteration 137Q: 3 clusters Score -6066856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6066852.500000 Penalty: 3502.279297
	Iteration 138Q: 3 clusters Score -6066852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6066853.500000 Penalty: 3502.279297
	Iteration 139Q: 3 clusters Score -6066854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6066857.000000 Penalty: 3502.279297
	Iteration 140F: 3 clusters Score -6066857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Entering Unmasked Estep 
Score: -2222854.500000 Penalty: 1596.779785
	Iteration 0F: 2 clusters Score -2222854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2210355.500000 Penalty: 3193.559570
	Iteration 0F: 3 clusters Score -2210356 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2214825.500000 Penalty: 3193.559570
	Iteration 1F: 3 clusters Score -2214826 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2215270.000000 Penalty: 3193.559570
	Iteration 2F: 3 clusters Score -2215270 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2215787.000000 Penalty: 3193.559570
	Iteration 3F: 3 clusters Score -2215787 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2216388.750000 Penalty: 3193.559570
	Iteration 4F: 3 clusters Score -2216389 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2217116.000000 Penalty: 3193.559570
	Iteration 5F: 3 clusters Score -2217116 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2218007.000000 Penalty: 3193.559570
	Iteration 6F: 3 clusters Score -2218007 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2218920.000000 Penalty: 3193.559570
	Iteration 7F: 3 clusters Score -2218920 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2219764.500000 Penalty: 3193.559570
	Iteration 8F: 3 clusters Score -2219764 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2220411.500000 Penalty: 3193.559570
	Iteration 9Q: 3 clusters Score -2220412 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2220824.500000 Penalty: 3193.559570
	Iteration 10Q: 3 clusters Score -2220824 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2221085.000000 Penalty: 3193.559570
	Iteration 11Q: 3 clusters Score -2221085 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2221215.750000 Penalty: 3193.559570
	Iteration 12Q: 3 clusters Score -2221216 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2221294.250000 Penalty: 3193.559570
	Iteration 13Q: 3 clusters Score -2221294 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2221332.750000 Penalty: 3193.559570
	Iteration 14Q: 3 clusters Score -2221333 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2221368.750000 Penalty: 3193.559570
	Iteration 15Q: 3 clusters Score -2221369 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2221389.250000 Penalty: 3193.559570
	Iteration 16Q: 3 clusters Score -2221389 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2221414.000000 Penalty: 3193.559570
	Iteration 17Q: 3 clusters Score -2221414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2221430.000000 Penalty: 3193.559570
	Iteration 18Q: 3 clusters Score -2221430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2221448.500000 Penalty: 3193.559570
	Iteration 19Q: 3 clusters Score -2221448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2221451.500000 Penalty: 3193.559570
	Iteration 20F: 3 clusters Score -2221452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2221457.000000 Penalty: 3193.559570
	Iteration 21Q: 3 clusters Score -2221457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2221468.250000 Penalty: 3193.559570
	Iteration 22Q: 3 clusters Score -2221468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2221473.250000 Penalty: 3193.559570
	Iteration 23Q: 3 clusters Score -2221473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2221478.750000 Penalty: 3193.559570
	Iteration 24Q: 3 clusters Score -2221479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2221483.500000 Penalty: 3193.559570
	Iteration 25Q: 3 clusters Score -2221484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2221485.000000 Penalty: 3193.559570
	Iteration 26Q: 3 clusters Score -2221485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2221493.250000 Penalty: 3193.559570
	Iteration 27Q: 3 clusters Score -2221493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2221494.250000 Penalty: 3193.559570
	Iteration 28Q: 3 clusters Score -2221494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2221502.000000 Penalty: 3193.559570
	Iteration 29Q: 3 clusters Score -2221502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2221507.250000 Penalty: 3193.559570
	Iteration 30Q: 3 clusters Score -2221507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2221516.500000 Penalty: 3193.559570
	Iteration 31Q: 3 clusters Score -2221516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2221519.000000 Penalty: 3193.559570
	Iteration 32Q: 3 clusters Score -2221519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2221524.750000 Penalty: 3193.559570
	Iteration 33Q: 3 clusters Score -2221525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2221528.500000 Penalty: 3193.559570
	Iteration 34Q: 3 clusters Score -2221528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2221533.500000 Penalty: 3193.559570
	Iteration 35Q: 3 clusters Score -2221534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2221531.250000 Penalty: 3193.559570
	Iteration 36Q: 3 clusters Score -2221531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2221536.750000 Penalty: 3193.559570
	Iteration 37Q: 3 clusters Score -2221537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2221540.750000 Penalty: 3193.559570
	Iteration 38Q: 3 clusters Score -2221541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2221545.750000 Penalty: 3193.559570
	Iteration 39Q: 3 clusters Score -2221546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2221550.000000 Penalty: 3193.559570
	Iteration 40F: 3 clusters Score -2221550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2221549.250000 Penalty: 3193.559570
	Iteration 41Q: 3 clusters Score -2221549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2221550.500000 Penalty: 3193.559570
	Iteration 42Q: 3 clusters Score -2221550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2221551.750000 Penalty: 3193.559570
	Iteration 43Q: 3 clusters Score -2221552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2221553.750000 Penalty: 3193.559570
	Iteration 44Q: 3 clusters Score -2221554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2221551.250000 Penalty: 3193.559570
	Iteration 45Q: 3 clusters Score -2221551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2221549.000000 Penalty: 3193.559570
	Iteration 46Q: 3 clusters Score -2221549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2221549.500000 Penalty: 3193.559570
	Iteration 47Q: 3 clusters Score -2221550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2221550.000000 Penalty: 3193.559570
	Iteration 48Q: 3 clusters Score -2221550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2221550.500000 Penalty: 3193.559570
	Iteration 49Q: 3 clusters Score -2221550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2221553.250000 Penalty: 3193.559570
	Iteration 50Q: 3 clusters Score -2221553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2221552.500000 Penalty: 3193.559570
	Iteration 51Q: 3 clusters Score -2221552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2221562.250000 Penalty: 3193.559570
	Iteration 52Q: 3 clusters Score -2221562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2221558.500000 Penalty: 3193.559570
	Iteration 53Q: 3 clusters Score -2221558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2221567.250000 Penalty: 3193.559570
	Iteration 54Q: 3 clusters Score -2221567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2221570.250000 Penalty: 3193.559570
	Iteration 55Q: 3 clusters Score -2221570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2221576.250000 Penalty: 3193.559570
	Iteration 56Q: 3 clusters Score -2221576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2221583.500000 Penalty: 3193.559570
	Iteration 57Q: 3 clusters Score -2221584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2221582.000000 Penalty: 3193.559570
	Iteration 58Q: 3 clusters Score -2221582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2221581.000000 Penalty: 3193.559570
	Iteration 59Q: 3 clusters Score -2221581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2221577.750000 Penalty: 3193.559570
	Iteration 60F: 3 clusters Score -2221578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2221577.250000 Penalty: 3193.559570
	Iteration 61Q: 3 clusters Score -2221577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2221578.750000 Penalty: 3193.559570
	Iteration 62Q: 3 clusters Score -2221579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2221581.000000 Penalty: 3193.559570
	Iteration 63Q: 3 clusters Score -2221581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2221585.500000 Penalty: 3193.559570
	Iteration 64Q: 3 clusters Score -2221586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2221584.500000 Penalty: 3193.559570
	Iteration 65Q: 3 clusters Score -2221584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2221587.000000 Penalty: 3193.559570
	Iteration 66Q: 3 clusters Score -2221587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2221591.250000 Penalty: 3193.559570
	Iteration 67Q: 3 clusters Score -2221591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2221593.500000 Penalty: 3193.559570
	Iteration 68Q: 3 clusters Score -2221594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2221590.750000 Penalty: 3193.559570
	Iteration 69Q: 3 clusters Score -2221591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2221595.500000 Penalty: 3193.559570
	Iteration 70Q: 3 clusters Score -2221596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2221596.250000 Penalty: 3193.559570
	Iteration 71Q: 3 clusters Score -2221596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2221594.750000 Penalty: 3193.559570
	Iteration 72Q: 3 clusters Score -2221595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2221596.500000 Penalty: 3193.559570
	Iteration 73Q: 3 clusters Score -2221596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2221595.500000 Penalty: 3193.559570
	Iteration 74Q: 3 clusters Score -2221596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2221596.000000 Penalty: 3193.559570
	Iteration 75Q: 3 clusters Score -2221596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2221595.500000 Penalty: 3193.559570
	Iteration 76Q: 3 clusters Score -2221596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2221592.750000 Penalty: 3193.559570
	Iteration 77Q: 3 clusters Score -2221593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2221596.250000 Penalty: 3193.559570
	Iteration 78Q: 3 clusters Score -2221596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2221596.000000 Penalty: 3193.559570
	Iteration 79Q: 3 clusters Score -2221596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2221598.250000 Penalty: 3193.559570
	Iteration 80F: 3 clusters Score -2221598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -199964.562500 Penalty: 1217.844849
	Iteration 0F: 2 clusters Score -199964.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -198008.421875 Penalty: 2435.689697
	Iteration 0F: 3 clusters Score -198008.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -198472.031250 Penalty: 2435.689697
	Iteration 1F: 3 clusters Score -198472 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -198631.484375 Penalty: 2435.689697
	Iteration 2F: 3 clusters Score -198631.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -198780.968750 Penalty: 2435.689697
	Iteration 3F: 3 clusters Score -198781 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198919.453125 Penalty: 2435.689697
	Iteration 4F: 3 clusters Score -198919.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -199011.500000 Penalty: 2435.689697
	Iteration 5Q: 3 clusters Score -199011.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -199097.890625 Penalty: 2435.689697
	Iteration 6Q: 3 clusters Score -199097.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -199188.812500 Penalty: 2435.689697
	Iteration 7Q: 3 clusters Score -199188.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -199253.812500 Penalty: 2435.689697
	Iteration 8Q: 3 clusters Score -199253.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -199326.296875 Penalty: 2435.689697
	Iteration 9Q: 3 clusters Score -199326.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -199382.000000 Penalty: 2435.689697
	Iteration 10Q: 3 clusters Score -199382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -199437.875000 Penalty: 2435.689697
	Iteration 11Q: 3 clusters Score -199437.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -199470.468750 Penalty: 2435.689697
	Iteration 12Q: 3 clusters Score -199470.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -199491.015625 Penalty: 2435.689697
	Iteration 13Q: 3 clusters Score -199491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -199501.718750 Penalty: 2435.689697
	Iteration 14Q: 3 clusters Score -199501.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -199505.625000 Penalty: 2435.689697
	Iteration 15Q: 3 clusters Score -199505.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -199510.796875 Penalty: 2435.689697
	Iteration 16Q: 3 clusters Score -199510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -199515.359375 Penalty: 2435.689697
	Iteration 17Q: 3 clusters Score -199515.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -199520.937500 Penalty: 2435.689697
	Iteration 18Q: 3 clusters Score -199520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -199523.359375 Penalty: 2435.689697
	Iteration 19Q: 3 clusters Score -199523.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -199524.546875 Penalty: 2435.689697
	Iteration 20F: 3 clusters Score -199524.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -199524.843750 Penalty: 2435.689697
	Iteration 21Q: 3 clusters Score -199524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -199524.843750 Penalty: 2435.689697
	Iteration 22F: 3 clusters Score -199524.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -11760.439453 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11760.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11167.826172 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -11167.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11390.042969 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -11390.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11575.119141 Penalty: 1760.232666
	Iteration 2F: 3 clusters Score -11575.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11738.724609 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -11738.72 nChanged 5
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: -11773.705078 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -11773.71 nChanged 3
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: -11791.525391 Penalty: 1760.232666
	Iteration 5Q: 3 clusters Score -11791.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11805.175781 Penalty: 1760.232666
	Iteration 6Q: 3 clusters Score -11805.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11805.175781 Penalty: 1760.232666
	Iteration 7F: 3 clusters Score -11805.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42055 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 47870 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 85 members 
Mstep: Class 13 contains 83274 members 
Mstep: Class 14 contains 13910 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19659 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84894 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91700 members 
Mstep: Class 22 contains 90175 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89301 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89756 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87132 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32134 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 140 members 
Entering Unmasked Estep 
Score: -102229856.000000 Penalty: 73158.421875
Splitting cluster 12 changes total score from -102231152.000000 to -102229856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (83274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83274 members 
Entering Unmasked Estep 
Score: -10320978.000000 Penalty: 1841.107300
	Iteration 0F: 2 clusters Score -1.032098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -10266047.000000 Penalty: 3682.214600
	Iteration 0F: 3 clusters Score -1.026605e+07 nChanged 39549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -10288842.000000 Penalty: 3682.214600
	Iteration 1F: 3 clusters Score -1.028884e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -10289810.000000 Penalty: 3682.214600
	Iteration 2Q: 3 clusters Score -1.028981e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -10291510.000000 Penalty: 3682.214600
	Iteration 3Q: 3 clusters Score -1.029151e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -10294703.000000 Penalty: 3682.214600
	Iteration 4F: 3 clusters Score -1.02947e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -10300151.000000 Penalty: 3682.214600
	Iteration 5F: 3 clusters Score -1.030015e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -10307066.000000 Penalty: 3682.214600
	Iteration 6F: 3 clusters Score -1.030707e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -10313086.000000 Penalty: 3682.214600
	Iteration 7F: 3 clusters Score -1.031309e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -10316686.000000 Penalty: 3682.214600
	Iteration 8Q: 3 clusters Score -1.031669e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -10318460.000000 Penalty: 3682.214600
	Iteration 9Q: 3 clusters Score -1.031846e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -10319093.000000 Penalty: 3682.214600
	Iteration 10Q: 3 clusters Score -1.031909e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -10319382.000000 Penalty: 3682.214600
	Iteration 11Q: 3 clusters Score -1.031938e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -10319544.000000 Penalty: 3682.214600
	Iteration 12Q: 3 clusters Score -1.031954e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -10319626.000000 Penalty: 3682.214600
	Iteration 13Q: 3 clusters Score -1.031963e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -10319771.000000 Penalty: 3682.214600
	Iteration 14Q: 3 clusters Score -1.031977e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -10319858.000000 Penalty: 3682.214600
	Iteration 15Q: 3 clusters Score -1.031986e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -10319913.000000 Penalty: 3682.214600
	Iteration 16Q: 3 clusters Score -1.031991e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -10319961.000000 Penalty: 3682.214600
	Iteration 17Q: 3 clusters Score -1.031996e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -10319996.000000 Penalty: 3682.214600
	Iteration 18Q: 3 clusters Score -1.032e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -10320042.000000 Penalty: 3682.214600
	Iteration 19Q: 3 clusters Score -1.032004e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -10320072.000000 Penalty: 3682.214600
	Iteration 20F: 3 clusters Score -1.032007e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79781 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -10320093.000000 Penalty: 3682.214600
	Iteration 21Q: 3 clusters Score -1.032009e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -10320128.000000 Penalty: 3682.214600
	Iteration 22Q: 3 clusters Score -1.032013e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -10320112.000000 Penalty: 3682.214600
	Iteration 23Q: 3 clusters Score -1.032011e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -10320155.000000 Penalty: 3682.214600
	Iteration 24Q: 3 clusters Score -1.032016e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -10320167.000000 Penalty: 3682.214600
	Iteration 25Q: 3 clusters Score -1.032017e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -10320188.000000 Penalty: 3682.214600
	Iteration 26Q: 3 clusters Score -1.032019e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -10320202.000000 Penalty: 3682.214600
	Iteration 27Q: 3 clusters Score -1.03202e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -10320201.000000 Penalty: 3682.214600
	Iteration 28Q: 3 clusters Score -1.03202e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -10320226.000000 Penalty: 3682.214600
	Iteration 29Q: 3 clusters Score -1.032023e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10320236.000000 Penalty: 3682.214600
	Iteration 30Q: 3 clusters Score -1.032024e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -10320241.000000 Penalty: 3682.214600
	Iteration 31Q: 3 clusters Score -1.032024e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -10320250.000000 Penalty: 3682.214600
	Iteration 32Q: 3 clusters Score -1.032025e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -10320241.000000 Penalty: 3682.214600
	Iteration 33Q: 3 clusters Score -1.032024e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -10320266.000000 Penalty: 3682.214600
	Iteration 34Q: 3 clusters Score -1.032027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -10320259.000000 Penalty: 3682.214600
	Iteration 35Q: 3 clusters Score -1.032026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -10320248.000000 Penalty: 3682.214600
	Iteration 36Q: 3 clusters Score -1.032025e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -10320243.000000 Penalty: 3682.214600
	Iteration 37Q: 3 clusters Score -1.032024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -10320237.000000 Penalty: 3682.214600
	Iteration 38Q: 3 clusters Score -1.032024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -10320231.000000 Penalty: 3682.214600
	Iteration 39Q: 3 clusters Score -1.032023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -10320237.000000 Penalty: 3682.214600
	Iteration 40F: 3 clusters Score -1.032024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -10320231.000000 Penalty: 3682.214600
	Iteration 41Q: 3 clusters Score -1.032023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10320235.000000 Penalty: 3682.214600
	Iteration 42Q: 3 clusters Score -1.032024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -10320231.000000 Penalty: 3682.214600
	Iteration 43Q: 3 clusters Score -1.032023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -10320237.000000 Penalty: 3682.214600
	Iteration 44Q: 3 clusters Score -1.032024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -10320223.000000 Penalty: 3682.214600
	Iteration 45Q: 3 clusters Score -1.032022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -10320225.000000 Penalty: 3682.214600
	Iteration 46Q: 3 clusters Score -1.032022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -10320226.000000 Penalty: 3682.214600
	Iteration 47Q: 3 clusters Score -1.032023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10320223.000000 Penalty: 3682.214600
	Iteration 48Q: 3 clusters Score -1.032022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -10320221.000000 Penalty: 3682.214600
	Iteration 49Q: 3 clusters Score -1.032022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -10320225.000000 Penalty: 3682.214600
	Iteration 50Q: 3 clusters Score -1.032022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -10320220.000000 Penalty: 3682.214600
	Iteration 51Q: 3 clusters Score -1.032022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -10320223.000000 Penalty: 3682.214600
	Iteration 52Q: 3 clusters Score -1.032022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10320221.000000 Penalty: 3682.214600
	Iteration 53Q: 3 clusters Score -1.032022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10320222.000000 Penalty: 3682.214600
	Iteration 54Q: 3 clusters Score -1.032022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -10320221.000000 Penalty: 3682.214600
	Iteration 55Q: 3 clusters Score -1.032022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -10320221.000000 Penalty: 3682.214600
	Iteration 56F: 3 clusters Score -1.032022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Entering Unmasked Estep 
Score: -1728439.875000 Penalty: 1550.309082
	Iteration 0F: 2 clusters Score -1728440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1718769.750000 Penalty: 3100.618164
	Iteration 0F: 3 clusters Score -1718770 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1722159.750000 Penalty: 3100.618164
	Iteration 1F: 3 clusters Score -1722160 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1722457.000000 Penalty: 3100.618164
	Iteration 2F: 3 clusters Score -1722457 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1722748.500000 Penalty: 3100.618164
	Iteration 3Q: 3 clusters Score -1722748 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1723077.625000 Penalty: 3100.618164
	Iteration 4Q: 3 clusters Score -1723078 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1723512.125000 Penalty: 3100.618164
	Iteration 5F: 3 clusters Score -1723512 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1724084.750000 Penalty: 3100.618164
	Iteration 6F: 3 clusters Score -1724085 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1724825.125000 Penalty: 3100.618164
	Iteration 7F: 3 clusters Score -1724825 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1725596.875000 Penalty: 3100.618164
	Iteration 8F: 3 clusters Score -1725597 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1726202.250000 Penalty: 3100.618164
	Iteration 9Q: 3 clusters Score -1726202 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1726593.875000 Penalty: 3100.618164
	Iteration 10Q: 3 clusters Score -1726594 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1726826.250000 Penalty: 3100.618164
	Iteration 11Q: 3 clusters Score -1726826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1726936.875000 Penalty: 3100.618164
	Iteration 12Q: 3 clusters Score -1726937 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1727009.750000 Penalty: 3100.618164
	Iteration 13Q: 3 clusters Score -1727010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1727041.625000 Penalty: 3100.618164
	Iteration 14Q: 3 clusters Score -1727042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1727063.375000 Penalty: 3100.618164
	Iteration 15Q: 3 clusters Score -1727063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1727086.125000 Penalty: 3100.618164
	Iteration 16Q: 3 clusters Score -1727086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1727102.625000 Penalty: 3100.618164
	Iteration 17Q: 3 clusters Score -1727103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1727116.000000 Penalty: 3100.618164
	Iteration 18Q: 3 clusters Score -1727116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1727120.250000 Penalty: 3100.618164
	Iteration 19Q: 3 clusters Score -1727120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1727127.500000 Penalty: 3100.618164
	Iteration 20F: 3 clusters Score -1727128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1727135.375000 Penalty: 3100.618164
	Iteration 21Q: 3 clusters Score -1727135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1727138.500000 Penalty: 3100.618164
	Iteration 22Q: 3 clusters Score -1727138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1727140.500000 Penalty: 3100.618164
	Iteration 23Q: 3 clusters Score -1727140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1727146.000000 Penalty: 3100.618164
	Iteration 24Q: 3 clusters Score -1727146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1727146.500000 Penalty: 3100.618164
	Iteration 25Q: 3 clusters Score -1727146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1727148.250000 Penalty: 3100.618164
	Iteration 26Q: 3 clusters Score -1727148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1727149.250000 Penalty: 3100.618164
	Iteration 27Q: 3 clusters Score -1727149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1727149.250000 Penalty: 3100.618164
	Iteration 28F: 3 clusters Score -1727149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Entering Unmasked Estep 
Score: -558622.625000 Penalty: 1373.052856
	Iteration 0F: 2 clusters Score -558622.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -554839.312500 Penalty: 2746.105713
	Iteration 0F: 3 clusters Score -554839.3 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -555934.375000 Penalty: 2746.105713
	Iteration 1F: 3 clusters Score -555934.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -556166.375000 Penalty: 2746.105713
	Iteration 2F: 3 clusters Score -556166.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -556354.125000 Penalty: 2746.105713
	Iteration 3F: 3 clusters Score -556354.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -556533.250000 Penalty: 2746.105713
	Iteration 4F: 3 clusters Score -556533.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -556678.750000 Penalty: 2746.105713
	Iteration 5Q: 3 clusters Score -556678.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -556797.562500 Penalty: 2746.105713
	Iteration 6Q: 3 clusters Score -556797.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -556936.375000 Penalty: 2746.105713
	Iteration 7Q: 3 clusters Score -556936.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -557073.312500 Penalty: 2746.105713
	Iteration 8Q: 3 clusters Score -557073.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -557196.000000 Penalty: 2746.105713
	Iteration 9Q: 3 clusters Score -557196 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -557307.750000 Penalty: 2746.105713
	Iteration 10Q: 3 clusters Score -557307.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -557395.875000 Penalty: 2746.105713
	Iteration 11Q: 3 clusters Score -557395.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -557467.000000 Penalty: 2746.105713
	Iteration 12Q: 3 clusters Score -557467 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -557514.375000 Penalty: 2746.105713
	Iteration 13Q: 3 clusters Score -557514.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -557564.500000 Penalty: 2746.105713
	Iteration 14Q: 3 clusters Score -557564.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -557605.375000 Penalty: 2746.105713
	Iteration 15Q: 3 clusters Score -557605.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -557641.375000 Penalty: 2746.105713
	Iteration 16Q: 3 clusters Score -557641.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -557662.000000 Penalty: 2746.105713
	Iteration 17Q: 3 clusters Score -557662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -557678.187500 Penalty: 2746.105713
	Iteration 18Q: 3 clusters Score -557678.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -557688.625000 Penalty: 2746.105713
	Iteration 19Q: 3 clusters Score -557688.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -557694.875000 Penalty: 2746.105713
	Iteration 20F: 3 clusters Score -557694.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -557701.187500 Penalty: 2746.105713
	Iteration 21Q: 3 clusters Score -557701.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -557707.062500 Penalty: 2746.105713
	Iteration 22Q: 3 clusters Score -557707.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -557713.687500 Penalty: 2746.105713
	Iteration 23Q: 3 clusters Score -557713.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -557719.687500 Penalty: 2746.105713
	Iteration 24Q: 3 clusters Score -557719.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -557722.812500 Penalty: 2746.105713
	Iteration 25Q: 3 clusters Score -557722.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -557727.875000 Penalty: 2746.105713
	Iteration 26Q: 3 clusters Score -557727.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -557733.375000 Penalty: 2746.105713
	Iteration 27Q: 3 clusters Score -557733.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -557736.937500 Penalty: 2746.105713
	Iteration 28Q: 3 clusters Score -557736.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -557737.875000 Penalty: 2746.105713
	Iteration 29Q: 3 clusters Score -557737.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -557741.875000 Penalty: 2746.105713
	Iteration 30Q: 3 clusters Score -557741.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -557743.312500 Penalty: 2746.105713
	Iteration 31Q: 3 clusters Score -557743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -557745.437500 Penalty: 2746.105713
	Iteration 32Q: 3 clusters Score -557745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -557747.125000 Penalty: 2746.105713
	Iteration 33Q: 3 clusters Score -557747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -557747.437500 Penalty: 2746.105713
	Iteration 34Q: 3 clusters Score -557747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -557748.125000 Penalty: 2746.105713
	Iteration 35Q: 3 clusters Score -557748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -557749.312500 Penalty: 2746.105713
	Iteration 36Q: 3 clusters Score -557749.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -557749.562500 Penalty: 2746.105713
	Iteration 37Q: 3 clusters Score -557749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -557751.062500 Penalty: 2746.105713
	Iteration 38Q: 3 clusters Score -557751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -557750.625000 Penalty: 2746.105713
	Iteration 39Q: 3 clusters Score -557750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -557751.250000 Penalty: 2746.105713
	Iteration 40F: 3 clusters Score -557751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -557751.750000 Penalty: 2746.105713
	Iteration 41Q: 3 clusters Score -557751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -557751.750000 Penalty: 2746.105713
	Iteration 42Q: 3 clusters Score -557751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -557752.312500 Penalty: 2746.105713
	Iteration 43Q: 3 clusters Score -557752.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -557753.375000 Penalty: 2746.105713
	Iteration 44Q: 3 clusters Score -557753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -557753.375000 Penalty: 2746.105713
	Iteration 45F: 3 clusters Score -557753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Entering Unmasked Estep 
Score: -2369940.750000 Penalty: 1606.522217
	Iteration 0F: 2 clusters Score -2369941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2356499.000000 Penalty: 3213.044434
	Iteration 0F: 3 clusters Score -2356499 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2361378.250000 Penalty: 3213.044434
	Iteration 1F: 3 clusters Score -2361378 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2361807.250000 Penalty: 3213.044434
	Iteration 2F: 3 clusters Score -2361807 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2362192.750000 Penalty: 3213.044434
	Iteration 3Q: 3 clusters Score -2362193 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2362571.500000 Penalty: 3213.044434
	Iteration 4Q: 3 clusters Score -2362572 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2363060.250000 Penalty: 3213.044434
	Iteration 5Q: 3 clusters Score -2363060 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2363670.500000 Penalty: 3213.044434
	Iteration 6F: 3 clusters Score -2363670 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2364544.000000 Penalty: 3213.044434
	Iteration 7F: 3 clusters Score -2364544 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2365613.000000 Penalty: 3213.044434
	Iteration 8F: 3 clusters Score -2365613 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2366658.000000 Penalty: 3213.044434
	Iteration 9F: 3 clusters Score -2366658 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2367520.750000 Penalty: 3213.044434
	Iteration 10Q: 3 clusters Score -2367521 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2368116.000000 Penalty: 3213.044434
	Iteration 11Q: 3 clusters Score -2368116 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2368417.750000 Penalty: 3213.044434
	Iteration 12Q: 3 clusters Score -2368418 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2368574.000000 Penalty: 3213.044434
	Iteration 13Q: 3 clusters Score -2368574 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2368657.750000 Penalty: 3213.044434
	Iteration 14Q: 3 clusters Score -2368658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2368695.750000 Penalty: 3213.044434
	Iteration 15Q: 3 clusters Score -2368696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2368727.750000 Penalty: 3213.044434
	Iteration 16Q: 3 clusters Score -2368728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2368756.500000 Penalty: 3213.044434
	Iteration 17Q: 3 clusters Score -2368756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2368788.500000 Penalty: 3213.044434
	Iteration 18Q: 3 clusters Score -2368788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2368807.500000 Penalty: 3213.044434
	Iteration 19Q: 3 clusters Score -2368808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2368815.500000 Penalty: 3213.044434
	Iteration 20F: 3 clusters Score -2368816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2368821.750000 Penalty: 3213.044434
	Iteration 21Q: 3 clusters Score -2368822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2368825.000000 Penalty: 3213.044434
	Iteration 22Q: 3 clusters Score -2368825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2368831.000000 Penalty: 3213.044434
	Iteration 23Q: 3 clusters Score -2368831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2368835.500000 Penalty: 3213.044434
	Iteration 24Q: 3 clusters Score -2368836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2368843.000000 Penalty: 3213.044434
	Iteration 25Q: 3 clusters Score -2368843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2368842.500000 Penalty: 3213.044434
	Iteration 26Q: 3 clusters Score -2368842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2368845.250000 Penalty: 3213.044434
	Iteration 27Q: 3 clusters Score -2368845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2368851.250000 Penalty: 3213.044434
	Iteration 28Q: 3 clusters Score -2368851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2368850.250000 Penalty: 3213.044434
	Iteration 29Q: 3 clusters Score -2368850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2368852.250000 Penalty: 3213.044434
	Iteration 30Q: 3 clusters Score -2368852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2368859.250000 Penalty: 3213.044434
	Iteration 31Q: 3 clusters Score -2368859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2368869.000000 Penalty: 3213.044434
	Iteration 32Q: 3 clusters Score -2368869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2368877.500000 Penalty: 3213.044434
	Iteration 33Q: 3 clusters Score -2368878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2368895.250000 Penalty: 3213.044434
	Iteration 34Q: 3 clusters Score -2368895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2368907.500000 Penalty: 3213.044434
	Iteration 35Q: 3 clusters Score -2368908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2368918.250000 Penalty: 3213.044434
	Iteration 36Q: 3 clusters Score -2368918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2368929.000000 Penalty: 3213.044434
	Iteration 37Q: 3 clusters Score -2368929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2368938.750000 Penalty: 3213.044434
	Iteration 38Q: 3 clusters Score -2368939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2368942.000000 Penalty: 3213.044434
	Iteration 39Q: 3 clusters Score -2368942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2368946.500000 Penalty: 3213.044434
	Iteration 40F: 3 clusters Score -2368946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2368945.250000 Penalty: 3213.044434
	Iteration 41Q: 3 clusters Score -2368945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2368949.250000 Penalty: 3213.044434
	Iteration 42Q: 3 clusters Score -2368949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2368949.250000 Penalty: 3213.044434
	Iteration 43F: 3 clusters Score -2368949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -299301.156250 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -299301.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -296919.593750 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -296919.6 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -297621.000000 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -297621 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -297930.468750 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -297930.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -298156.031250 Penalty: 2552.800049
	Iteration 3F: 3 clusters Score -298156 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -298402.125000 Penalty: 2552.800049
	Iteration 4F: 3 clusters Score -298402.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -298627.656250 Penalty: 2552.800049
	Iteration 5F: 3 clusters Score -298627.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -298765.812500 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -298765.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -298839.843750 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -298839.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -298890.406250 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -298890.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -298921.125000 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -298921.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -298940.750000 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -298940.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -298956.968750 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -298957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -298972.093750 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -298972.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -298991.031250 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -298991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -299013.250000 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -299013.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -299037.187500 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -299037.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -299071.625000 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -299071.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -299096.687500 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -299096.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -299133.500000 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -299133.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -299148.468750 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -299148.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -299156.531250 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -299156.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -299161.250000 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -299161.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -299167.343750 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -299167.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -299179.718750 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -299179.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -299195.093750 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -299195.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -299218.531250 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -299218.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -299233.187500 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -299233.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -299247.031250 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -299247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -299265.375000 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -299265.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -299274.687500 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -299274.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -299281.031250 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -299281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -299283.531250 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -299283.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -299287.843750 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -299287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -299291.406250 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -299291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -299293.500000 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -299293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -299294.625000 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -299294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -299295.875000 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -299295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -299295.875000 Penalty: 2552.800049
	Iteration 37F: 3 clusters Score -299295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Entering Unmasked Estep 
Score: -10678450.000000 Penalty: 1844.238281
	Iteration 0F: 2 clusters Score -1.067845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -10624209.000000 Penalty: 3688.476562
	Iteration 0F: 3 clusters Score -1.062421e+07 nChanged 40418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -10647338.000000 Penalty: 3688.476562
	Iteration 1F: 3 clusters Score -1.064734e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -10647867.000000 Penalty: 3688.476562
	Iteration 2Q: 3 clusters Score -1.064787e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -10648399.000000 Penalty: 3688.476562
	Iteration 3Q: 3 clusters Score -1.06484e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -10649157.000000 Penalty: 3688.476562
	Iteration 4Q: 3 clusters Score -1.064916e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -10650381.000000 Penalty: 3688.476562
	Iteration 5Q: 3 clusters Score -1.065038e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -10652711.000000 Penalty: 3688.476562
	Iteration 6F: 3 clusters Score -1.065271e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -10656438.000000 Penalty: 3688.476562
	Iteration 7F: 3 clusters Score -1.065644e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -10661729.000000 Penalty: 3688.476562
	Iteration 8F: 3 clusters Score -1.066173e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -10667034.000000 Penalty: 3688.476562
	Iteration 9F: 3 clusters Score -1.066703e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -10671160.000000 Penalty: 3688.476562
	Iteration 10F: 3 clusters Score -1.067116e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -10673636.000000 Penalty: 3688.476562
	Iteration 11Q: 3 clusters Score -1.067364e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -10675056.000000 Penalty: 3688.476562
	Iteration 12Q: 3 clusters Score -1.067506e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -10675808.000000 Penalty: 3688.476562
	Iteration 13Q: 3 clusters Score -1.067581e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 77834 members 
Entering Unmasked Estep 
Score: -10676290.000000 Penalty: 3688.476562
	Iteration 14Q: 3 clusters Score -1.067629e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -10676653.000000 Penalty: 3688.476562
	Iteration 15Q: 3 clusters Score -1.067665e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -10676902.000000 Penalty: 3688.476562
	Iteration 16Q: 3 clusters Score -1.06769e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -10677046.000000 Penalty: 3688.476562
	Iteration 17Q: 3 clusters Score -1.067705e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 81108 members 
Entering Unmasked Estep 
Score: -10677142.000000 Penalty: 3688.476562
	Iteration 18Q: 3 clusters Score -1.067714e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -10677271.000000 Penalty: 3688.476562
	Iteration 19Q: 3 clusters Score -1.067727e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -10677373.000000 Penalty: 3688.476562
	Iteration 20F: 3 clusters Score -1.067737e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -10677370.000000 Penalty: 3688.476562
	Iteration 21Q: 3 clusters Score -1.067737e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 83428 members 
Entering Unmasked Estep 
Score: -10677333.000000 Penalty: 3688.476562
	Iteration 22Q: 3 clusters Score -1.067733e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -10677238.000000 Penalty: 3688.476562
	Iteration 23Q: 3 clusters Score -1.067724e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 83883 members 
Entering Unmasked Estep 
Score: -10677165.000000 Penalty: 3688.476562
	Iteration 24Q: 3 clusters Score -1.067716e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 84038 members 
Entering Unmasked Estep 
Score: -10677130.000000 Penalty: 3688.476562
	Iteration 25Q: 3 clusters Score -1.067713e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -10677117.000000 Penalty: 3688.476562
	Iteration 26Q: 3 clusters Score -1.067712e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -10677121.000000 Penalty: 3688.476562
	Iteration 27Q: 3 clusters Score -1.067712e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 84345 members 
Entering Unmasked Estep 
Score: -10677144.000000 Penalty: 3688.476562
	Iteration 28Q: 3 clusters Score -1.067714e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 84403 members 
Entering Unmasked Estep 
Score: -10677153.000000 Penalty: 3688.476562
	Iteration 29Q: 3 clusters Score -1.067715e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -10677159.000000 Penalty: 3688.476562
	Iteration 30Q: 3 clusters Score -1.067716e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -10677160.000000 Penalty: 3688.476562
	Iteration 31Q: 3 clusters Score -1.067716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 84507 members 
Entering Unmasked Estep 
Score: -10677158.000000 Penalty: 3688.476562
	Iteration 32Q: 3 clusters Score -1.067716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -10677144.000000 Penalty: 3688.476562
	Iteration 33Q: 3 clusters Score -1.067714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
Score: -10677134.000000 Penalty: 3688.476562
	Iteration 34Q: 3 clusters Score -1.067713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -10677131.000000 Penalty: 3688.476562
	Iteration 35Q: 3 clusters Score -1.067713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -10677129.000000 Penalty: 3688.476562
	Iteration 36Q: 3 clusters Score -1.067713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -10677127.000000 Penalty: 3688.476562
	Iteration 37Q: 3 clusters Score -1.067713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -10677139.000000 Penalty: 3688.476562
	Iteration 38Q: 3 clusters Score -1.067714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 84574 members 
Entering Unmasked Estep 
Score: -10677126.000000 Penalty: 3688.476562
	Iteration 39Q: 3 clusters Score -1.067713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 84578 members 
Entering Unmasked Estep 
Score: -10677131.000000 Penalty: 3688.476562
	Iteration 40F: 3 clusters Score -1.067713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -10677123.000000 Penalty: 3688.476562
	Iteration 41Q: 3 clusters Score -1.067712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -10677123.000000 Penalty: 3688.476562
	Iteration 42Q: 3 clusters Score -1.067712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -10677122.000000 Penalty: 3688.476562
	Iteration 43Q: 3 clusters Score -1.067712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
Score: -10677118.000000 Penalty: 3688.476562
	Iteration 44Q: 3 clusters Score -1.067712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -10677109.000000 Penalty: 3688.476562
	Iteration 45Q: 3 clusters Score -1.067711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -10677107.000000 Penalty: 3688.476562
	Iteration 46Q: 3 clusters Score -1.067711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -10677112.000000 Penalty: 3688.476562
	Iteration 47Q: 3 clusters Score -1.067711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -10677115.000000 Penalty: 3688.476562
	Iteration 48Q: 3 clusters Score -1.067712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -10677115.000000 Penalty: 3688.476562
	Iteration 49F: 3 clusters Score -1.067712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -39862.539062 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -39862.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38908.593750 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -38908.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39083.386719 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -39083.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39201.652344 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -39201.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39297.375000 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -39297.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39428.554688 Penalty: 1936.488037
	Iteration 4F: 3 clusters Score -39428.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39472.769531 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -39472.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39502.128906 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -39502.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39540.574219 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -39540.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39601.222656 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -39601.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39658.121094 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -39658.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39692.554688 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -39692.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39698.476562 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -39698.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39707.886719 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -39707.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39723.871094 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -39723.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39734.136719 Penalty: 1936.488037
	Iteration 14Q: 3 clusters Score -39734.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39735.062500 Penalty: 1936.488037
	Iteration 15Q: 3 clusters Score -39735.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39740.019531 Penalty: 1936.488037
	Iteration 16Q: 3 clusters Score -39740.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39741.660156 Penalty: 1936.488037
	Iteration 17Q: 3 clusters Score -39741.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39741.660156 Penalty: 1936.488037
	Iteration 18F: 3 clusters Score -39741.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -135345.125000 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -135345.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133766.000000 Penalty: 2306.972168
	Iteration 0F: 3 clusters Score -133766 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134036.062500 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -134036.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -134104.796875 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -134104.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134127.375000 Penalty: 2306.972168
	Iteration 3Q: 3 clusters Score -134127.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134148.031250 Penalty: 2306.972168
	Iteration 4Q: 3 clusters Score -134148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -134166.359375 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -134166.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -134185.671875 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -134185.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -134205.953125 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -134206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134224.437500 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -134224.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -134233.265625 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -134233.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134242.734375 Penalty: 2306.972168
	Iteration 10Q: 3 clusters Score -134242.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134246.000000 Penalty: 2306.972168
	Iteration 11Q: 3 clusters Score -134246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -134249.531250 Penalty: 2306.972168
	Iteration 12Q: 3 clusters Score -134249.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134252.187500 Penalty: 2306.972168
	Iteration 13Q: 3 clusters Score -134252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -134253.734375 Penalty: 2306.972168
	Iteration 14Q: 3 clusters Score -134253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134258.734375 Penalty: 2306.972168
	Iteration 15Q: 3 clusters Score -134258.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -134266.062500 Penalty: 2306.972168
	Iteration 16Q: 3 clusters Score -134266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -134270.546875 Penalty: 2306.972168
	Iteration 17Q: 3 clusters Score -134270.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -134274.781250 Penalty: 2306.972168
	Iteration 18Q: 3 clusters Score -134274.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -134279.937500 Penalty: 2306.972168
	Iteration 19Q: 3 clusters Score -134279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -134282.078125 Penalty: 2306.972168
	Iteration 20F: 3 clusters Score -134282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134286.281250 Penalty: 2306.972168
	Iteration 21Q: 3 clusters Score -134286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -134288.609375 Penalty: 2306.972168
	Iteration 22Q: 3 clusters Score -134288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -134291.625000 Penalty: 2306.972168
	Iteration 23Q: 3 clusters Score -134291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -134295.234375 Penalty: 2306.972168
	Iteration 24Q: 3 clusters Score -134295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -134298.390625 Penalty: 2306.972168
	Iteration 25Q: 3 clusters Score -134298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -134302.234375 Penalty: 2306.972168
	Iteration 26Q: 3 clusters Score -134302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -134303.125000 Penalty: 2306.972168
	Iteration 27Q: 3 clusters Score -134303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -134305.046875 Penalty: 2306.972168
	Iteration 28Q: 3 clusters Score -134305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -134306.078125 Penalty: 2306.972168
	Iteration 29Q: 3 clusters Score -134306.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -134306.078125 Penalty: 2306.972168
	Iteration 30F: 3 clusters Score -134306.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91700 members 
Entering Unmasked Estep 
Score: -11447727.000000 Penalty: 1856.770142
	Iteration 0F: 2 clusters Score -1.144773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -11389145.000000 Penalty: 3713.540283
	Iteration 0F: 3 clusters Score -1.138914e+07 nChanged 43859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -11415171.000000 Penalty: 3713.540283
	Iteration 1F: 3 clusters Score -1.141517e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -11416445.000000 Penalty: 3713.540283
	Iteration 2Q: 3 clusters Score -1.141644e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -11418548.000000 Penalty: 3713.540283
	Iteration 3Q: 3 clusters Score -1.141855e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -11421908.000000 Penalty: 3713.540283
	Iteration 4F: 3 clusters Score -1.142191e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -11427440.000000 Penalty: 3713.540283
	Iteration 5F: 3 clusters Score -1.142744e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -11434386.000000 Penalty: 3713.540283
	Iteration 6F: 3 clusters Score -1.143439e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -11440349.000000 Penalty: 3713.540283
	Iteration 7F: 3 clusters Score -1.144035e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -11443313.000000 Penalty: 3713.540283
	Iteration 8Q: 3 clusters Score -1.144331e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -11444603.000000 Penalty: 3713.540283
	Iteration 9Q: 3 clusters Score -1.14446e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -11445256.000000 Penalty: 3713.540283
	Iteration 10Q: 3 clusters Score -1.144526e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -11445794.000000 Penalty: 3713.540283
	Iteration 11Q: 3 clusters Score -1.144579e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -11446233.000000 Penalty: 3713.540283
	Iteration 12Q: 3 clusters Score -1.144623e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -11446546.000000 Penalty: 3713.540283
	Iteration 13Q: 3 clusters Score -1.144655e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -11446784.000000 Penalty: 3713.540283
	Iteration 14Q: 3 clusters Score -1.144678e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -11447026.000000 Penalty: 3713.540283
	Iteration 15Q: 3 clusters Score -1.144703e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -11447161.000000 Penalty: 3713.540283
	Iteration 16Q: 3 clusters Score -1.144716e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -11447156.000000 Penalty: 3713.540283
	Iteration 17Q: 3 clusters Score -1.144716e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -11447213.000000 Penalty: 3713.540283
	Iteration 18Q: 3 clusters Score -1.144721e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -11447233.000000 Penalty: 3713.540283
	Iteration 19Q: 3 clusters Score -1.144723e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -11447259.000000 Penalty: 3713.540283
	Iteration 20F: 3 clusters Score -1.144726e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -11447283.000000 Penalty: 3713.540283
	Iteration 21Q: 3 clusters Score -1.144728e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -11447289.000000 Penalty: 3713.540283
	Iteration 22Q: 3 clusters Score -1.144729e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -11447252.000000 Penalty: 3713.540283
	Iteration 23Q: 3 clusters Score -1.144725e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -11447233.000000 Penalty: 3713.540283
	Iteration 24Q: 3 clusters Score -1.144723e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -11447269.000000 Penalty: 3713.540283
	Iteration 25Q: 3 clusters Score -1.144727e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -11447284.000000 Penalty: 3713.540283
	Iteration 26Q: 3 clusters Score -1.144728e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -11447304.000000 Penalty: 3713.540283
	Iteration 27Q: 3 clusters Score -1.14473e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -11447313.000000 Penalty: 3713.540283
	Iteration 28Q: 3 clusters Score -1.144731e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88369 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -11447304.000000 Penalty: 3713.540283
	Iteration 29Q: 3 clusters Score -1.14473e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88615 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -11447288.000000 Penalty: 3713.540283
	Iteration 30Q: 3 clusters Score -1.144729e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88846 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -11447235.000000 Penalty: 3713.540283
	Iteration 31Q: 3 clusters Score -1.144724e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -11447225.000000 Penalty: 3713.540283
	Iteration 32Q: 3 clusters Score -1.144722e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -11447196.000000 Penalty: 3713.540283
	Iteration 33Q: 3 clusters Score -1.14472e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -11447180.000000 Penalty: 3713.540283
	Iteration 34Q: 3 clusters Score -1.144718e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -11447176.000000 Penalty: 3713.540283
	Iteration 35Q: 3 clusters Score -1.144718e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11447174.000000 Penalty: 3713.540283
	Iteration 36Q: 3 clusters Score -1.144717e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -11447152.000000 Penalty: 3713.540283
	Iteration 37Q: 3 clusters Score -1.144715e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -11447153.000000 Penalty: 3713.540283
	Iteration 38Q: 3 clusters Score -1.144715e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -11447143.000000 Penalty: 3713.540283
	Iteration 39Q: 3 clusters Score -1.144714e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -11447142.000000 Penalty: 3713.540283
	Iteration 40F: 3 clusters Score -1.144714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -11447131.000000 Penalty: 3713.540283
	Iteration 41Q: 3 clusters Score -1.144713e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -11447130.000000 Penalty: 3713.540283
	Iteration 42Q: 3 clusters Score -1.144713e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11447112.000000 Penalty: 3713.540283
	Iteration 43Q: 3 clusters Score -1.144711e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11447115.000000 Penalty: 3713.540283
	Iteration 44Q: 3 clusters Score -1.144712e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89910 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11447110.000000 Penalty: 3713.540283
	Iteration 45Q: 3 clusters Score -1.144711e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11447120.000000 Penalty: 3713.540283
	Iteration 46Q: 3 clusters Score -1.144712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -11447122.000000 Penalty: 3713.540283
	Iteration 47Q: 3 clusters Score -1.144712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11447113.000000 Penalty: 3713.540283
	Iteration 48Q: 3 clusters Score -1.144711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -11447134.000000 Penalty: 3713.540283
	Iteration 49Q: 3 clusters Score -1.144713e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -11447116.000000 Penalty: 3713.540283
	Iteration 50Q: 3 clusters Score -1.144712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -11447090.000000 Penalty: 3713.540283
	Iteration 51Q: 3 clusters Score -1.144709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -11447084.000000 Penalty: 3713.540283
	Iteration 52Q: 3 clusters Score -1.144708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11447096.000000 Penalty: 3713.540283
	Iteration 53Q: 3 clusters Score -1.14471e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11447106.000000 Penalty: 3713.540283
	Iteration 54Q: 3 clusters Score -1.144711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -11447094.000000 Penalty: 3713.540283
	Iteration 55Q: 3 clusters Score -1.144709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11447074.000000 Penalty: 3713.540283
	Iteration 56Q: 3 clusters Score -1.144707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11447095.000000 Penalty: 3713.540283
	Iteration 57Q: 3 clusters Score -1.14471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11447084.000000 Penalty: 3713.540283
	Iteration 58Q: 3 clusters Score -1.144708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11447065.000000 Penalty: 3713.540283
	Iteration 59Q: 3 clusters Score -1.144706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11447074.000000 Penalty: 3713.540283
	Iteration 60F: 3 clusters Score -1.144707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -11447069.000000 Penalty: 3713.540283
	Iteration 61Q: 3 clusters Score -1.144707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11447061.000000 Penalty: 3713.540283
	Iteration 62Q: 3 clusters Score -1.144706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11447064.000000 Penalty: 3713.540283
	Iteration 63Q: 3 clusters Score -1.144706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11447064.000000 Penalty: 3713.540283
	Iteration 64F: 3 clusters Score -1.144706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Entering Unmasked Estep 
Score: -11393909.000000 Penalty: 1854.045044
	Iteration 0F: 2 clusters Score -1.139391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -11335607.000000 Penalty: 3708.090088
	Iteration 0F: 3 clusters Score -1.133561e+07 nChanged 42955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -11360038.000000 Penalty: 3708.090088
	Iteration 1F: 3 clusters Score -1.136004e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -11360666.000000 Penalty: 3708.090088
	Iteration 2Q: 3 clusters Score -1.136067e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -11361373.000000 Penalty: 3708.090088
	Iteration 3Q: 3 clusters Score -1.136137e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -11362504.000000 Penalty: 3708.090088
	Iteration 4Q: 3 clusters Score -1.13625e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -11364137.000000 Penalty: 3708.090088
	Iteration 5Q: 3 clusters Score -1.136414e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -11366584.000000 Penalty: 3708.090088
	Iteration 6Q: 3 clusters Score -1.136658e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -11370098.000000 Penalty: 3708.090088
	Iteration 7F: 3 clusters Score -1.13701e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -11374235.000000 Penalty: 3708.090088
	Iteration 8F: 3 clusters Score -1.137424e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -11378126.000000 Penalty: 3708.090088
	Iteration 9F: 3 clusters Score -1.137813e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -11380571.000000 Penalty: 3708.090088
	Iteration 10F: 3 clusters Score -1.138057e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -11381655.000000 Penalty: 3708.090088
	Iteration 11Q: 3 clusters Score -1.138166e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -11382255.000000 Penalty: 3708.090088
	Iteration 12Q: 3 clusters Score -1.138226e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -11382570.000000 Penalty: 3708.090088
	Iteration 13Q: 3 clusters Score -1.138257e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -11382785.000000 Penalty: 3708.090088
	Iteration 14Q: 3 clusters Score -1.138278e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -11382901.000000 Penalty: 3708.090088
	Iteration 15Q: 3 clusters Score -1.13829e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -11383058.000000 Penalty: 3708.090088
	Iteration 16Q: 3 clusters Score -1.138306e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -11383203.000000 Penalty: 3708.090088
	Iteration 17Q: 3 clusters Score -1.13832e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -11383332.000000 Penalty: 3708.090088
	Iteration 18Q: 3 clusters Score -1.138333e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -11383498.000000 Penalty: 3708.090088
	Iteration 19Q: 3 clusters Score -1.13835e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -11383645.000000 Penalty: 3708.090088
	Iteration 20F: 3 clusters Score -1.138364e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -11383798.000000 Penalty: 3708.090088
	Iteration 21Q: 3 clusters Score -1.13838e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -11383978.000000 Penalty: 3708.090088
	Iteration 22Q: 3 clusters Score -1.138398e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -11384106.000000 Penalty: 3708.090088
	Iteration 23Q: 3 clusters Score -1.138411e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -11384271.000000 Penalty: 3708.090088
	Iteration 24Q: 3 clusters Score -1.138427e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -11384458.000000 Penalty: 3708.090088
	Iteration 25Q: 3 clusters Score -1.138446e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -11384685.000000 Penalty: 3708.090088
	Iteration 26Q: 3 clusters Score -1.138468e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -11384807.000000 Penalty: 3708.090088
	Iteration 27Q: 3 clusters Score -1.138481e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -11384917.000000 Penalty: 3708.090088
	Iteration 28Q: 3 clusters Score -1.138492e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -11385044.000000 Penalty: 3708.090088
	Iteration 29Q: 3 clusters Score -1.138504e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -11385184.000000 Penalty: 3708.090088
	Iteration 30Q: 3 clusters Score -1.138518e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -11385269.000000 Penalty: 3708.090088
	Iteration 31Q: 3 clusters Score -1.138527e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -11385337.000000 Penalty: 3708.090088
	Iteration 32Q: 3 clusters Score -1.138534e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -11385422.000000 Penalty: 3708.090088
	Iteration 33Q: 3 clusters Score -1.138542e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -11385467.000000 Penalty: 3708.090088
	Iteration 34Q: 3 clusters Score -1.138547e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -11385543.000000 Penalty: 3708.090088
	Iteration 35Q: 3 clusters Score -1.138554e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -11385585.000000 Penalty: 3708.090088
	Iteration 36Q: 3 clusters Score -1.138558e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -11385630.000000 Penalty: 3708.090088
	Iteration 37Q: 3 clusters Score -1.138563e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -11385663.000000 Penalty: 3708.090088
	Iteration 38Q: 3 clusters Score -1.138566e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -11385692.000000 Penalty: 3708.090088
	Iteration 39Q: 3 clusters Score -1.138569e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -11385708.000000 Penalty: 3708.090088
	Iteration 40F: 3 clusters Score -1.138571e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -11385763.000000 Penalty: 3708.090088
	Iteration 41Q: 3 clusters Score -1.138576e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -11385763.000000 Penalty: 3708.090088
	Iteration 42Q: 3 clusters Score -1.138576e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -11385749.000000 Penalty: 3708.090088
	Iteration 43Q: 3 clusters Score -1.138575e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -11385768.000000 Penalty: 3708.090088
	Iteration 44Q: 3 clusters Score -1.138577e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -11385755.000000 Penalty: 3708.090088
	Iteration 45Q: 3 clusters Score -1.138576e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -11385787.000000 Penalty: 3708.090088
	Iteration 46Q: 3 clusters Score -1.138579e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -11385794.000000 Penalty: 3708.090088
	Iteration 47Q: 3 clusters Score -1.138579e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -11385793.000000 Penalty: 3708.090088
	Iteration 48Q: 3 clusters Score -1.138579e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -11385743.000000 Penalty: 3708.090088
	Iteration 49Q: 3 clusters Score -1.138574e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -11385727.000000 Penalty: 3708.090088
	Iteration 50Q: 3 clusters Score -1.138573e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -11385742.000000 Penalty: 3708.090088
	Iteration 51Q: 3 clusters Score -1.138574e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 61644 members 
Entering Unmasked Estep 
Score: -11385749.000000 Penalty: 3708.090088
	Iteration 52Q: 3 clusters Score -1.138575e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -11385776.000000 Penalty: 3708.090088
	Iteration 53Q: 3 clusters Score -1.138578e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -11385747.000000 Penalty: 3708.090088
	Iteration 54Q: 3 clusters Score -1.138575e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -11385737.000000 Penalty: 3708.090088
	Iteration 55Q: 3 clusters Score -1.138574e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -11385761.000000 Penalty: 3708.090088
	Iteration 56Q: 3 clusters Score -1.138576e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -11385741.000000 Penalty: 3708.090088
	Iteration 57Q: 3 clusters Score -1.138574e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -11385716.000000 Penalty: 3708.090088
	Iteration 58Q: 3 clusters Score -1.138572e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -11385735.000000 Penalty: 3708.090088
	Iteration 59Q: 3 clusters Score -1.138574e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -11385707.000000 Penalty: 3708.090088
	Iteration 60F: 3 clusters Score -1.138571e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -11385647.000000 Penalty: 3708.090088
	Iteration 61Q: 3 clusters Score -1.138565e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -11385597.000000 Penalty: 3708.090088
	Iteration 62Q: 3 clusters Score -1.13856e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -11385602.000000 Penalty: 3708.090088
	Iteration 63Q: 3 clusters Score -1.13856e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -11385609.000000 Penalty: 3708.090088
	Iteration 64Q: 3 clusters Score -1.138561e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -11385615.000000 Penalty: 3708.090088
	Iteration 65Q: 3 clusters Score -1.138562e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -11385601.000000 Penalty: 3708.090088
	Iteration 66Q: 3 clusters Score -1.13856e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -11385558.000000 Penalty: 3708.090088
	Iteration 67Q: 3 clusters Score -1.138556e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -11385505.000000 Penalty: 3708.090088
	Iteration 68Q: 3 clusters Score -1.13855e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -11385456.000000 Penalty: 3708.090088
	Iteration 69Q: 3 clusters Score -1.138546e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -11385452.000000 Penalty: 3708.090088
	Iteration 70Q: 3 clusters Score -1.138545e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -11385408.000000 Penalty: 3708.090088
	Iteration 71Q: 3 clusters Score -1.138541e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -11385358.000000 Penalty: 3708.090088
	Iteration 72Q: 3 clusters Score -1.138536e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -11385360.000000 Penalty: 3708.090088
	Iteration 73Q: 3 clusters Score -1.138536e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -11385341.000000 Penalty: 3708.090088
	Iteration 74Q: 3 clusters Score -1.138534e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -11385279.000000 Penalty: 3708.090088
	Iteration 75Q: 3 clusters Score -1.138528e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -11385253.000000 Penalty: 3708.090088
	Iteration 76Q: 3 clusters Score -1.138525e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -11385268.000000 Penalty: 3708.090088
	Iteration 77Q: 3 clusters Score -1.138527e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -11385269.000000 Penalty: 3708.090088
	Iteration 78Q: 3 clusters Score -1.138527e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -11385248.000000 Penalty: 3708.090088
	Iteration 79Q: 3 clusters Score -1.138525e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -11385220.000000 Penalty: 3708.090088
	Iteration 80F: 3 clusters Score -1.138522e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -11385220.000000 Penalty: 3708.090088
	Iteration 81Q: 3 clusters Score -1.138522e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -11385156.000000 Penalty: 3708.090088
	Iteration 82Q: 3 clusters Score -1.138516e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -11385136.000000 Penalty: 3708.090088
	Iteration 83Q: 3 clusters Score -1.138514e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 73026 members 
Entering Unmasked Estep 
Score: -11385102.000000 Penalty: 3708.090088
	Iteration 84Q: 3 clusters Score -1.13851e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 73473 members 
Entering Unmasked Estep 
Score: -11385069.000000 Penalty: 3708.090088
	Iteration 85Q: 3 clusters Score -1.138507e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -11385012.000000 Penalty: 3708.090088
	Iteration 86Q: 3 clusters Score -1.138501e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -11385029.000000 Penalty: 3708.090088
	Iteration 87Q: 3 clusters Score -1.138503e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -11385026.000000 Penalty: 3708.090088
	Iteration 88Q: 3 clusters Score -1.138503e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -11385006.000000 Penalty: 3708.090088
	Iteration 89Q: 3 clusters Score -1.138501e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -11384983.000000 Penalty: 3708.090088
	Iteration 90Q: 3 clusters Score -1.138498e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -11384971.000000 Penalty: 3708.090088
	Iteration 91Q: 3 clusters Score -1.138497e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -11384964.000000 Penalty: 3708.090088
	Iteration 92Q: 3 clusters Score -1.138496e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -11385034.000000 Penalty: 3708.090088
	Iteration 93Q: 3 clusters Score -1.138503e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -11385087.000000 Penalty: 3708.090088
	Iteration 94Q: 3 clusters Score -1.138509e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -11385120.000000 Penalty: 3708.090088
	Iteration 95Q: 3 clusters Score -1.138512e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -11385108.000000 Penalty: 3708.090088
	Iteration 96Q: 3 clusters Score -1.138511e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -11385043.000000 Penalty: 3708.090088
	Iteration 97Q: 3 clusters Score -1.138504e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -11385078.000000 Penalty: 3708.090088
	Iteration 98Q: 3 clusters Score -1.138508e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -11385103.000000 Penalty: 3708.090088
	Iteration 99Q: 3 clusters Score -1.13851e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -11385120.000000 Penalty: 3708.090088
	Iteration 100F: 3 clusters Score -1.138512e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -11385168.000000 Penalty: 3708.090088
	Iteration 101Q: 3 clusters Score -1.138517e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -11385180.000000 Penalty: 3708.090088
	Iteration 102Q: 3 clusters Score -1.138518e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -11385239.000000 Penalty: 3708.090088
	Iteration 103Q: 3 clusters Score -1.138524e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 80996 members 
Entering Unmasked Estep 
Score: -11385290.000000 Penalty: 3708.090088
	Iteration 104Q: 3 clusters Score -1.138529e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 81266 members 
Entering Unmasked Estep 
Score: -11385400.000000 Penalty: 3708.090088
	Iteration 105Q: 3 clusters Score -1.13854e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -11385719.000000 Penalty: 3708.090088
	Iteration 106Q: 3 clusters Score -1.138572e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 81775 members 
Entering Unmasked Estep 
Score: -11386048.000000 Penalty: 3708.090088
	Iteration 107Q: 3 clusters Score -1.138605e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -11386238.000000 Penalty: 3708.090088
	Iteration 108Q: 3 clusters Score -1.138624e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -11386504.000000 Penalty: 3708.090088
	Iteration 109Q: 3 clusters Score -1.13865e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -11386720.000000 Penalty: 3708.090088
	Iteration 110Q: 3 clusters Score -1.138672e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -11387020.000000 Penalty: 3708.090088
	Iteration 111Q: 3 clusters Score -1.138702e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -11387304.000000 Penalty: 3708.090088
	Iteration 112Q: 3 clusters Score -1.13873e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 83208 members 
Entering Unmasked Estep 
Score: -11387538.000000 Penalty: 3708.090088
	Iteration 113Q: 3 clusters Score -1.138754e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -11387732.000000 Penalty: 3708.090088
	Iteration 114Q: 3 clusters Score -1.138773e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -11387949.000000 Penalty: 3708.090088
	Iteration 115Q: 3 clusters Score -1.138795e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -11388147.000000 Penalty: 3708.090088
	Iteration 116Q: 3 clusters Score -1.138815e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -11388378.000000 Penalty: 3708.090088
	Iteration 117Q: 3 clusters Score -1.138838e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 84297 members 
Entering Unmasked Estep 
Score: -11388596.000000 Penalty: 3708.090088
	Iteration 118Q: 3 clusters Score -1.13886e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -11388821.000000 Penalty: 3708.090088
	Iteration 119Q: 3 clusters Score -1.138882e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 84703 members 
Entering Unmasked Estep 
Score: -11389002.000000 Penalty: 3708.090088
	Iteration 120F: 3 clusters Score -1.1389e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
Score: -11389147.000000 Penalty: 3708.090088
	Iteration 121Q: 3 clusters Score -1.138915e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -11389290.000000 Penalty: 3708.090088
	Iteration 122Q: 3 clusters Score -1.138929e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -11389486.000000 Penalty: 3708.090088
	Iteration 123Q: 3 clusters Score -1.138949e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -11389692.000000 Penalty: 3708.090088
	Iteration 124Q: 3 clusters Score -1.138969e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -11389884.000000 Penalty: 3708.090088
	Iteration 125Q: 3 clusters Score -1.138988e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 85827 members 
Entering Unmasked Estep 
Score: -11390041.000000 Penalty: 3708.090088
	Iteration 126Q: 3 clusters Score -1.139004e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -11390226.000000 Penalty: 3708.090088
	Iteration 127Q: 3 clusters Score -1.139023e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -11390372.000000 Penalty: 3708.090088
	Iteration 128Q: 3 clusters Score -1.139037e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -11390504.000000 Penalty: 3708.090088
	Iteration 129Q: 3 clusters Score -1.13905e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -11390628.000000 Penalty: 3708.090088
	Iteration 130Q: 3 clusters Score -1.139063e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 86716 members 
Entering Unmasked Estep 
Score: -11390790.000000 Penalty: 3708.090088
	Iteration 131Q: 3 clusters Score -1.139079e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -11390952.000000 Penalty: 3708.090088
	Iteration 132Q: 3 clusters Score -1.139095e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -11391073.000000 Penalty: 3708.090088
	Iteration 133Q: 3 clusters Score -1.139107e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 87204 members 
Entering Unmasked Estep 
Score: -11391186.000000 Penalty: 3708.090088
	Iteration 134Q: 3 clusters Score -1.139119e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -11391295.000000 Penalty: 3708.090088
	Iteration 135Q: 3 clusters Score -1.13913e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 87516 members 
Entering Unmasked Estep 
Score: -11391378.000000 Penalty: 3708.090088
	Iteration 136Q: 3 clusters Score -1.139138e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -11391453.000000 Penalty: 3708.090088
	Iteration 137Q: 3 clusters Score -1.139145e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 87791 members 
Entering Unmasked Estep 
Score: -11391485.000000 Penalty: 3708.090088
	Iteration 138Q: 3 clusters Score -1.139148e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -11391547.000000 Penalty: 3708.090088
	Iteration 139Q: 3 clusters Score -1.139155e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 88002 members 
Entering Unmasked Estep 
Score: -11391634.000000 Penalty: 3708.090088
	Iteration 140F: 3 clusters Score -1.139163e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -11391662.000000 Penalty: 3708.090088
	Iteration 141Q: 3 clusters Score -1.139166e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 88195 members 
Entering Unmasked Estep 
Score: -11391738.000000 Penalty: 3708.090088
	Iteration 142Q: 3 clusters Score -1.139174e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -11391804.000000 Penalty: 3708.090088
	Iteration 143Q: 3 clusters Score -1.13918e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -11391866.000000 Penalty: 3708.090088
	Iteration 144Q: 3 clusters Score -1.139187e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -11391940.000000 Penalty: 3708.090088
	Iteration 145Q: 3 clusters Score -1.139194e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 88530 members 
Entering Unmasked Estep 
Score: -11391945.000000 Penalty: 3708.090088
	Iteration 146Q: 3 clusters Score -1.139194e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -11391984.000000 Penalty: 3708.090088
	Iteration 147Q: 3 clusters Score -1.139198e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -11392043.000000 Penalty: 3708.090088
	Iteration 148Q: 3 clusters Score -1.139204e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -11392062.000000 Penalty: 3708.090088
	Iteration 149Q: 3 clusters Score -1.139206e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -11392094.000000 Penalty: 3708.090088
	Iteration 150Q: 3 clusters Score -1.139209e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -11392117.000000 Penalty: 3708.090088
	Iteration 151Q: 3 clusters Score -1.139212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -11392149.000000 Penalty: 3708.090088
	Iteration 152Q: 3 clusters Score -1.139215e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -11392157.000000 Penalty: 3708.090088
	Iteration 153Q: 3 clusters Score -1.139216e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 88887 members 
Entering Unmasked Estep 
Score: -11392188.000000 Penalty: 3708.090088
	Iteration 154Q: 3 clusters Score -1.139219e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -11392220.000000 Penalty: 3708.090088
	Iteration 155Q: 3 clusters Score -1.139222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -11392240.000000 Penalty: 3708.090088
	Iteration 156Q: 3 clusters Score -1.139224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -11392263.000000 Penalty: 3708.090088
	Iteration 157Q: 3 clusters Score -1.139226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -11392260.000000 Penalty: 3708.090088
	Iteration 158Q: 3 clusters Score -1.139226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -11392261.000000 Penalty: 3708.090088
	Iteration 159Q: 3 clusters Score -1.139226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -11392274.000000 Penalty: 3708.090088
	Iteration 160F: 3 clusters Score -1.139227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -11392280.000000 Penalty: 3708.090088
	Iteration 161Q: 3 clusters Score -1.139228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -11392279.000000 Penalty: 3708.090088
	Iteration 162Q: 3 clusters Score -1.139228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -11392279.000000 Penalty: 3708.090088
	Iteration 163Q: 3 clusters Score -1.139228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -11392280.000000 Penalty: 3708.090088
	Iteration 164Q: 3 clusters Score -1.139228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 89038 members 
Entering Unmasked Estep 
Score: -11392286.000000 Penalty: 3708.090088
	Iteration 165Q: 3 clusters Score -1.139229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -11392283.000000 Penalty: 3708.090088
	Iteration 166Q: 3 clusters Score -1.139228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -11392290.000000 Penalty: 3708.090088
	Iteration 167Q: 3 clusters Score -1.139229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -11392292.000000 Penalty: 3708.090088
	Iteration 168Q: 3 clusters Score -1.139229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -11392292.000000 Penalty: 3708.090088
	Iteration 169Q: 3 clusters Score -1.139229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -11392286.000000 Penalty: 3708.090088
	Iteration 170Q: 3 clusters Score -1.139229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -11392284.000000 Penalty: 3708.090088
	Iteration 171Q: 3 clusters Score -1.139228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -11392277.000000 Penalty: 3708.090088
	Iteration 172Q: 3 clusters Score -1.139228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -11392284.000000 Penalty: 3708.090088
	Iteration 173Q: 3 clusters Score -1.139228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -11392279.000000 Penalty: 3708.090088
	Iteration 174Q: 3 clusters Score -1.139228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -11392282.000000 Penalty: 3708.090088
	Iteration 175Q: 3 clusters Score -1.139228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -11392282.000000 Penalty: 3708.090088
	Iteration 176F: 3 clusters Score -1.139228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -483770.937500 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -483770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -480410.906250 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -480410.9 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -481370.843750 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -481370.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -481598.718750 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -481598.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -481746.562500 Penalty: 2705.014893
	Iteration 3F: 3 clusters Score -481746.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -481881.031250 Penalty: 2705.014893
	Iteration 4Q: 3 clusters Score -481881 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -482025.875000 Penalty: 2705.014893
	Iteration 5Q: 3 clusters Score -482025.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -482186.031250 Penalty: 2705.014893
	Iteration 6Q: 3 clusters Score -482186 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -482416.125000 Penalty: 2705.014893
	Iteration 7Q: 3 clusters Score -482416.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -482673.218750 Penalty: 2705.014893
	Iteration 8F: 3 clusters Score -482673.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -482892.312500 Penalty: 2705.014893
	Iteration 9F: 3 clusters Score -482892.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -483040.218750 Penalty: 2705.014893
	Iteration 10Q: 3 clusters Score -483040.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -483171.843750 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -483171.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -483255.687500 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -483255.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -483313.468750 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -483313.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -483345.625000 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -483345.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -483357.937500 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -483357.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -483366.218750 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -483366.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -483376.000000 Penalty: 2705.014893
	Iteration 17Q: 3 clusters Score -483376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -483380.500000 Penalty: 2705.014893
	Iteration 18Q: 3 clusters Score -483380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -483380.937500 Penalty: 2705.014893
	Iteration 19Q: 3 clusters Score -483380.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -483382.937500 Penalty: 2705.014893
	Iteration 20F: 3 clusters Score -483382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -483384.375000 Penalty: 2705.014893
	Iteration 21Q: 3 clusters Score -483384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -483385.125000 Penalty: 2705.014893
	Iteration 22Q: 3 clusters Score -483385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -483385.187500 Penalty: 2705.014893
	Iteration 23Q: 3 clusters Score -483385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -483384.968750 Penalty: 2705.014893
	Iteration 24Q: 3 clusters Score -483385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -483385.968750 Penalty: 2705.014893
	Iteration 25Q: 3 clusters Score -483386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -483386.125000 Penalty: 2705.014893
	Iteration 26Q: 3 clusters Score -483386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -483386.281250 Penalty: 2705.014893
	Iteration 27Q: 3 clusters Score -483386.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -483387.156250 Penalty: 2705.014893
	Iteration 28Q: 3 clusters Score -483387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -483388.343750 Penalty: 2705.014893
	Iteration 29Q: 3 clusters Score -483388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -483388.343750 Penalty: 2705.014893
	Iteration 30F: 3 clusters Score -483388.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (89301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Entering Unmasked Estep 
Score: -10945367.000000 Penalty: 1852.462280
	Iteration 0F: 2 clusters Score -1.094537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -10885842.000000 Penalty: 3704.924561
	Iteration 0F: 3 clusters Score -1.088584e+07 nChanged 42747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -10910844.000000 Penalty: 3704.924561
	Iteration 1F: 3 clusters Score -1.091084e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -10912070.000000 Penalty: 3704.924561
	Iteration 2Q: 3 clusters Score -1.091207e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -10913547.000000 Penalty: 3704.924561
	Iteration 3Q: 3 clusters Score -1.091355e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -10915725.000000 Penalty: 3704.924561
	Iteration 4F: 3 clusters Score -1.091572e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -10918680.000000 Penalty: 3704.924561
	Iteration 5F: 3 clusters Score -1.091868e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -10922899.000000 Penalty: 3704.924561
	Iteration 6F: 3 clusters Score -1.09229e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -10927697.000000 Penalty: 3704.924561
	Iteration 7F: 3 clusters Score -1.09277e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -10931382.000000 Penalty: 3704.924561
	Iteration 8F: 3 clusters Score -1.093138e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -10933216.000000 Penalty: 3704.924561
	Iteration 9Q: 3 clusters Score -1.093322e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -10934090.000000 Penalty: 3704.924561
	Iteration 10Q: 3 clusters Score -1.093409e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -10934764.000000 Penalty: 3704.924561
	Iteration 11Q: 3 clusters Score -1.093476e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -10935501.000000 Penalty: 3704.924561
	Iteration 12Q: 3 clusters Score -1.09355e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -10936158.000000 Penalty: 3704.924561
	Iteration 13Q: 3 clusters Score -1.093616e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -10936734.000000 Penalty: 3704.924561
	Iteration 14Q: 3 clusters Score -1.093673e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -10937260.000000 Penalty: 3704.924561
	Iteration 15Q: 3 clusters Score -1.093726e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -10937930.000000 Penalty: 3704.924561
	Iteration 16Q: 3 clusters Score -1.093793e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -10938407.000000 Penalty: 3704.924561
	Iteration 17Q: 3 clusters Score -1.093841e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -10938842.000000 Penalty: 3704.924561
	Iteration 18Q: 3 clusters Score -1.093884e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -10939156.000000 Penalty: 3704.924561
	Iteration 19Q: 3 clusters Score -1.093916e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -10939472.000000 Penalty: 3704.924561
	Iteration 20F: 3 clusters Score -1.093947e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -10939685.000000 Penalty: 3704.924561
	Iteration 21Q: 3 clusters Score -1.093968e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -10939920.000000 Penalty: 3704.924561
	Iteration 22Q: 3 clusters Score -1.093992e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -10940055.000000 Penalty: 3704.924561
	Iteration 23Q: 3 clusters Score -1.094006e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -10940172.000000 Penalty: 3704.924561
	Iteration 24Q: 3 clusters Score -1.094017e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -10940244.000000 Penalty: 3704.924561
	Iteration 25Q: 3 clusters Score -1.094024e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -10940284.000000 Penalty: 3704.924561
	Iteration 26Q: 3 clusters Score -1.094028e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -10940410.000000 Penalty: 3704.924561
	Iteration 27Q: 3 clusters Score -1.094041e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -10940463.000000 Penalty: 3704.924561
	Iteration 28Q: 3 clusters Score -1.094046e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -10940522.000000 Penalty: 3704.924561
	Iteration 29Q: 3 clusters Score -1.094052e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 70968 members 
Entering Unmasked Estep 
Score: -10940578.000000 Penalty: 3704.924561
	Iteration 30Q: 3 clusters Score -1.094058e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -10940623.000000 Penalty: 3704.924561
	Iteration 31Q: 3 clusters Score -1.094062e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -10940675.000000 Penalty: 3704.924561
	Iteration 32Q: 3 clusters Score -1.094068e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -10940743.000000 Penalty: 3704.924561
	Iteration 33Q: 3 clusters Score -1.094074e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -10940799.000000 Penalty: 3704.924561
	Iteration 34Q: 3 clusters Score -1.09408e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -10940832.000000 Penalty: 3704.924561
	Iteration 35Q: 3 clusters Score -1.094083e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -10940882.000000 Penalty: 3704.924561
	Iteration 36Q: 3 clusters Score -1.094088e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -10940933.000000 Penalty: 3704.924561
	Iteration 37Q: 3 clusters Score -1.094093e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -10940988.000000 Penalty: 3704.924561
	Iteration 38Q: 3 clusters Score -1.094099e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -10941051.000000 Penalty: 3704.924561
	Iteration 39Q: 3 clusters Score -1.094105e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -10941137.000000 Penalty: 3704.924561
	Iteration 40F: 3 clusters Score -1.094114e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 75095 members 
Entering Unmasked Estep 
Score: -10941216.000000 Penalty: 3704.924561
	Iteration 41Q: 3 clusters Score -1.094122e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -10941278.000000 Penalty: 3704.924561
	Iteration 42Q: 3 clusters Score -1.094128e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -10941431.000000 Penalty: 3704.924561
	Iteration 43Q: 3 clusters Score -1.094143e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -10941524.000000 Penalty: 3704.924561
	Iteration 44Q: 3 clusters Score -1.094152e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 76815 members 
Entering Unmasked Estep 
Score: -10941623.000000 Penalty: 3704.924561
	Iteration 45Q: 3 clusters Score -1.094162e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -10941759.000000 Penalty: 3704.924561
	Iteration 46Q: 3 clusters Score -1.094176e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -10941836.000000 Penalty: 3704.924561
	Iteration 47Q: 3 clusters Score -1.094184e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 77908 members 
Entering Unmasked Estep 
Score: -10941870.000000 Penalty: 3704.924561
	Iteration 48Q: 3 clusters Score -1.094187e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -10941938.000000 Penalty: 3704.924561
	Iteration 49Q: 3 clusters Score -1.094194e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -10942025.000000 Penalty: 3704.924561
	Iteration 50Q: 3 clusters Score -1.094202e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -10942063.000000 Penalty: 3704.924561
	Iteration 51Q: 3 clusters Score -1.094206e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -10942136.000000 Penalty: 3704.924561
	Iteration 52Q: 3 clusters Score -1.094214e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -10942244.000000 Penalty: 3704.924561
	Iteration 53Q: 3 clusters Score -1.094224e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -10942323.000000 Penalty: 3704.924561
	Iteration 54Q: 3 clusters Score -1.094232e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -10942412.000000 Penalty: 3704.924561
	Iteration 55Q: 3 clusters Score -1.094241e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -10942497.000000 Penalty: 3704.924561
	Iteration 56Q: 3 clusters Score -1.09425e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -10942562.000000 Penalty: 3704.924561
	Iteration 57Q: 3 clusters Score -1.094256e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 81114 members 
Entering Unmasked Estep 
Score: -10942631.000000 Penalty: 3704.924561
	Iteration 58Q: 3 clusters Score -1.094263e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -10942696.000000 Penalty: 3704.924561
	Iteration 59Q: 3 clusters Score -1.09427e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 81599 members 
Entering Unmasked Estep 
Score: -10942773.000000 Penalty: 3704.924561
	Iteration 60F: 3 clusters Score -1.094277e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 81809 members 
Entering Unmasked Estep 
Score: -10942877.000000 Penalty: 3704.924561
	Iteration 61Q: 3 clusters Score -1.094288e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -10942957.000000 Penalty: 3704.924561
	Iteration 62Q: 3 clusters Score -1.094296e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -10943037.000000 Penalty: 3704.924561
	Iteration 63Q: 3 clusters Score -1.094304e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -10943082.000000 Penalty: 3704.924561
	Iteration 64Q: 3 clusters Score -1.094308e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -10943177.000000 Penalty: 3704.924561
	Iteration 65Q: 3 clusters Score -1.094318e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -10943223.000000 Penalty: 3704.924561
	Iteration 66Q: 3 clusters Score -1.094322e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -10943299.000000 Penalty: 3704.924561
	Iteration 67Q: 3 clusters Score -1.09433e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -10943335.000000 Penalty: 3704.924561
	Iteration 68Q: 3 clusters Score -1.094334e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -10943389.000000 Penalty: 3704.924561
	Iteration 69Q: 3 clusters Score -1.094339e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 83536 members 
Entering Unmasked Estep 
Score: -10943419.000000 Penalty: 3704.924561
	Iteration 70Q: 3 clusters Score -1.094342e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 83699 members 
Entering Unmasked Estep 
Score: -10943456.000000 Penalty: 3704.924561
	Iteration 71Q: 3 clusters Score -1.094346e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -10943469.000000 Penalty: 3704.924561
	Iteration 72Q: 3 clusters Score -1.094347e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -10943532.000000 Penalty: 3704.924561
	Iteration 73Q: 3 clusters Score -1.094353e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -10943591.000000 Penalty: 3704.924561
	Iteration 74Q: 3 clusters Score -1.094359e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -10943611.000000 Penalty: 3704.924561
	Iteration 75Q: 3 clusters Score -1.094361e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -10943650.000000 Penalty: 3704.924561
	Iteration 76Q: 3 clusters Score -1.094365e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -10943656.000000 Penalty: 3704.924561
	Iteration 77Q: 3 clusters Score -1.094366e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -10943700.000000 Penalty: 3704.924561
	Iteration 78Q: 3 clusters Score -1.09437e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -10943706.000000 Penalty: 3704.924561
	Iteration 79Q: 3 clusters Score -1.094371e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -10943738.000000 Penalty: 3704.924561
	Iteration 80F: 3 clusters Score -1.094374e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -10943743.000000 Penalty: 3704.924561
	Iteration 81Q: 3 clusters Score -1.094374e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -10943757.000000 Penalty: 3704.924561
	Iteration 82Q: 3 clusters Score -1.094376e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -10943778.000000 Penalty: 3704.924561
	Iteration 83Q: 3 clusters Score -1.094378e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -10943799.000000 Penalty: 3704.924561
	Iteration 84Q: 3 clusters Score -1.09438e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 85422 members 
Entering Unmasked Estep 
Score: -10943826.000000 Penalty: 3704.924561
	Iteration 85Q: 3 clusters Score -1.094383e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -10943829.000000 Penalty: 3704.924561
	Iteration 86Q: 3 clusters Score -1.094383e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 85598 members 
Entering Unmasked Estep 
Score: -10943829.000000 Penalty: 3704.924561
	Iteration 87Q: 3 clusters Score -1.094383e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -10943829.000000 Penalty: 3704.924561
	Iteration 88Q: 3 clusters Score -1.094383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 85775 members 
Entering Unmasked Estep 
Score: -10943828.000000 Penalty: 3704.924561
	Iteration 89Q: 3 clusters Score -1.094383e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -10943851.000000 Penalty: 3704.924561
	Iteration 90Q: 3 clusters Score -1.094385e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 85948 members 
Entering Unmasked Estep 
Score: -10943898.000000 Penalty: 3704.924561
	Iteration 91Q: 3 clusters Score -1.09439e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -10943915.000000 Penalty: 3704.924561
	Iteration 92Q: 3 clusters Score -1.094392e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -10943908.000000 Penalty: 3704.924561
	Iteration 93Q: 3 clusters Score -1.094391e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 86178 members 
Entering Unmasked Estep 
Score: -10943929.000000 Penalty: 3704.924561
	Iteration 94Q: 3 clusters Score -1.094393e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -10943943.000000 Penalty: 3704.924561
	Iteration 95Q: 3 clusters Score -1.094394e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 86331 members 
Entering Unmasked Estep 
Score: -10943954.000000 Penalty: 3704.924561
	Iteration 96Q: 3 clusters Score -1.094395e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -10943972.000000 Penalty: 3704.924561
	Iteration 97Q: 3 clusters Score -1.094397e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -10943983.000000 Penalty: 3704.924561
	Iteration 98Q: 3 clusters Score -1.094398e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -10943973.000000 Penalty: 3704.924561
	Iteration 99Q: 3 clusters Score -1.094397e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 86568 members 
Entering Unmasked Estep 
Score: -10943982.000000 Penalty: 3704.924561
	Iteration 100F: 3 clusters Score -1.094398e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -10943989.000000 Penalty: 3704.924561
	Iteration 101Q: 3 clusters Score -1.094399e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -10944019.000000 Penalty: 3704.924561
	Iteration 102Q: 3 clusters Score -1.094402e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -10944025.000000 Penalty: 3704.924561
	Iteration 103Q: 3 clusters Score -1.094402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 86755 members 
Entering Unmasked Estep 
Score: -10944034.000000 Penalty: 3704.924561
	Iteration 104Q: 3 clusters Score -1.094403e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -10944041.000000 Penalty: 3704.924561
	Iteration 105Q: 3 clusters Score -1.094404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -10944043.000000 Penalty: 3704.924561
	Iteration 106Q: 3 clusters Score -1.094404e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -10944054.000000 Penalty: 3704.924561
	Iteration 107Q: 3 clusters Score -1.094405e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -10944053.000000 Penalty: 3704.924561
	Iteration 108Q: 3 clusters Score -1.094405e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -10944061.000000 Penalty: 3704.924561
	Iteration 109Q: 3 clusters Score -1.094406e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -10944052.000000 Penalty: 3704.924561
	Iteration 110Q: 3 clusters Score -1.094405e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 87089 members 
Entering Unmasked Estep 
Score: -10944052.000000 Penalty: 3704.924561
	Iteration 111Q: 3 clusters Score -1.094405e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -10944067.000000 Penalty: 3704.924561
	Iteration 112Q: 3 clusters Score -1.094407e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 87222 members 
Entering Unmasked Estep 
Score: -10944083.000000 Penalty: 3704.924561
	Iteration 113Q: 3 clusters Score -1.094408e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
Score: -10944071.000000 Penalty: 3704.924561
	Iteration 114Q: 3 clusters Score -1.094407e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -10944123.000000 Penalty: 3704.924561
	Iteration 115Q: 3 clusters Score -1.094412e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
Score: -10944109.000000 Penalty: 3704.924561
	Iteration 116Q: 3 clusters Score -1.094411e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -10944115.000000 Penalty: 3704.924561
	Iteration 117Q: 3 clusters Score -1.094412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -10944128.000000 Penalty: 3704.924561
	Iteration 118Q: 3 clusters Score -1.094413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -10944113.000000 Penalty: 3704.924561
	Iteration 119Q: 3 clusters Score -1.094411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -10944115.000000 Penalty: 3704.924561
	Iteration 120F: 3 clusters Score -1.094412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -10944117.000000 Penalty: 3704.924561
	Iteration 121Q: 3 clusters Score -1.094412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -10944117.000000 Penalty: 3704.924561
	Iteration 122Q: 3 clusters Score -1.094412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -10944131.000000 Penalty: 3704.924561
	Iteration 123Q: 3 clusters Score -1.094413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -10944134.000000 Penalty: 3704.924561
	Iteration 124Q: 3 clusters Score -1.094413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 87595 members 
Entering Unmasked Estep 
Score: -10944127.000000 Penalty: 3704.924561
	Iteration 125Q: 3 clusters Score -1.094413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -10944137.000000 Penalty: 3704.924561
	Iteration 126Q: 3 clusters Score -1.094414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -10944134.000000 Penalty: 3704.924561
	Iteration 127Q: 3 clusters Score -1.094413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -10944136.000000 Penalty: 3704.924561
	Iteration 128Q: 3 clusters Score -1.094414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -10944148.000000 Penalty: 3704.924561
	Iteration 129Q: 3 clusters Score -1.094415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -10944169.000000 Penalty: 3704.924561
	Iteration 130Q: 3 clusters Score -1.094417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -10944150.000000 Penalty: 3704.924561
	Iteration 131Q: 3 clusters Score -1.094415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -10944155.000000 Penalty: 3704.924561
	Iteration 132Q: 3 clusters Score -1.094416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -10944162.000000 Penalty: 3704.924561
	Iteration 133Q: 3 clusters Score -1.094416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -10944166.000000 Penalty: 3704.924561
	Iteration 134Q: 3 clusters Score -1.094417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -10944159.000000 Penalty: 3704.924561
	Iteration 135Q: 3 clusters Score -1.094416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -10944153.000000 Penalty: 3704.924561
	Iteration 136Q: 3 clusters Score -1.094415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -10944158.000000 Penalty: 3704.924561
	Iteration 137Q: 3 clusters Score -1.094416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -10944159.000000 Penalty: 3704.924561
	Iteration 138Q: 3 clusters Score -1.094416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 87797 members 
Entering Unmasked Estep 
Score: -10944157.000000 Penalty: 3704.924561
	Iteration 139Q: 3 clusters Score -1.094416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -10944154.000000 Penalty: 3704.924561
	Iteration 140F: 3 clusters Score -1.094415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -10944159.000000 Penalty: 3704.924561
	Iteration 141Q: 3 clusters Score -1.094416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -10944163.000000 Penalty: 3704.924561
	Iteration 142Q: 3 clusters Score -1.094416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -10944159.000000 Penalty: 3704.924561
	Iteration 143Q: 3 clusters Score -1.094416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -10944172.000000 Penalty: 3704.924561
	Iteration 144Q: 3 clusters Score -1.094417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -10944166.000000 Penalty: 3704.924561
	Iteration 145Q: 3 clusters Score -1.094417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -10944169.000000 Penalty: 3704.924561
	Iteration 146Q: 3 clusters Score -1.094417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -10944169.000000 Penalty: 3704.924561
	Iteration 147F: 3 clusters Score -1.094417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -702338.812500 Penalty: 1408.218262
	Iteration 0F: 2 clusters Score -702338.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -697821.687500 Penalty: 2816.436523
	Iteration 0F: 3 clusters Score -697821.7 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -699158.437500 Penalty: 2816.436523
	Iteration 1F: 3 clusters Score -699158.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -699352.312500 Penalty: 2816.436523
	Iteration 2F: 3 clusters Score -699352.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -699529.437500 Penalty: 2816.436523
	Iteration 3F: 3 clusters Score -699529.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -699683.125000 Penalty: 2816.436523
	Iteration 4Q: 3 clusters Score -699683.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -699853.562500 Penalty: 2816.436523
	Iteration 5Q: 3 clusters Score -699853.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -700006.687500 Penalty: 2816.436523
	Iteration 6Q: 3 clusters Score -700006.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -700169.125000 Penalty: 2816.436523
	Iteration 7Q: 3 clusters Score -700169.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -700321.312500 Penalty: 2816.436523
	Iteration 8Q: 3 clusters Score -700321.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -700453.312500 Penalty: 2816.436523
	Iteration 9Q: 3 clusters Score -700453.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -700585.312500 Penalty: 2816.436523
	Iteration 10Q: 3 clusters Score -700585.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -700687.062500 Penalty: 2816.436523
	Iteration 11Q: 3 clusters Score -700687.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -700761.312500 Penalty: 2816.436523
	Iteration 12Q: 3 clusters Score -700761.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -700811.062500 Penalty: 2816.436523
	Iteration 13Q: 3 clusters Score -700811.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -700847.250000 Penalty: 2816.436523
	Iteration 14Q: 3 clusters Score -700847.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -700870.250000 Penalty: 2816.436523
	Iteration 15Q: 3 clusters Score -700870.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -700894.312500 Penalty: 2816.436523
	Iteration 16Q: 3 clusters Score -700894.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -700917.687500 Penalty: 2816.436523
	Iteration 17Q: 3 clusters Score -700917.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -700939.000000 Penalty: 2816.436523
	Iteration 18Q: 3 clusters Score -700939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -700953.062500 Penalty: 2816.436523
	Iteration 19Q: 3 clusters Score -700953.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -700962.750000 Penalty: 2816.436523
	Iteration 20F: 3 clusters Score -700962.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -700969.187500 Penalty: 2816.436523
	Iteration 21Q: 3 clusters Score -700969.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -700970.750000 Penalty: 2816.436523
	Iteration 22Q: 3 clusters Score -700970.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -700976.500000 Penalty: 2816.436523
	Iteration 23Q: 3 clusters Score -700976.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -700978.437500 Penalty: 2816.436523
	Iteration 24Q: 3 clusters Score -700978.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -700980.875000 Penalty: 2816.436523
	Iteration 25Q: 3 clusters Score -700980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -700983.312500 Penalty: 2816.436523
	Iteration 26Q: 3 clusters Score -700983.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -700986.125000 Penalty: 2816.436523
	Iteration 27Q: 3 clusters Score -700986.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -700992.812500 Penalty: 2816.436523
	Iteration 28Q: 3 clusters Score -700992.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -700994.750000 Penalty: 2816.436523
	Iteration 29Q: 3 clusters Score -700994.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -700997.187500 Penalty: 2816.436523
	Iteration 30Q: 3 clusters Score -700997.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -701001.750000 Penalty: 2816.436523
	Iteration 31Q: 3 clusters Score -701001.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -701003.687500 Penalty: 2816.436523
	Iteration 32Q: 3 clusters Score -701003.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -701004.437500 Penalty: 2816.436523
	Iteration 33Q: 3 clusters Score -701004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -701004.937500 Penalty: 2816.436523
	Iteration 34Q: 3 clusters Score -701004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -701009.187500 Penalty: 2816.436523
	Iteration 35Q: 3 clusters Score -701009.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -701009.562500 Penalty: 2816.436523
	Iteration 36Q: 3 clusters Score -701009.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -701013.125000 Penalty: 2816.436523
	Iteration 37Q: 3 clusters Score -701013.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -701015.125000 Penalty: 2816.436523
	Iteration 38Q: 3 clusters Score -701015.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -701018.937500 Penalty: 2816.436523
	Iteration 39Q: 3 clusters Score -701018.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -701021.375000 Penalty: 2816.436523
	Iteration 40F: 3 clusters Score -701021.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -701023.625000 Penalty: 2816.436523
	Iteration 41Q: 3 clusters Score -701023.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -701027.750000 Penalty: 2816.436523
	Iteration 42Q: 3 clusters Score -701027.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -701030.250000 Penalty: 2816.436523
	Iteration 43Q: 3 clusters Score -701030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -701031.625000 Penalty: 2816.436523
	Iteration 44Q: 3 clusters Score -701031.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -701031.812500 Penalty: 2816.436523
	Iteration 45Q: 3 clusters Score -701031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -701034.125000 Penalty: 2816.436523
	Iteration 46Q: 3 clusters Score -701034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -701034.937500 Penalty: 2816.436523
	Iteration 47Q: 3 clusters Score -701034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -701038.250000 Penalty: 2816.436523
	Iteration 48Q: 3 clusters Score -701038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -701038.687500 Penalty: 2816.436523
	Iteration 49Q: 3 clusters Score -701038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -701039.500000 Penalty: 2816.436523
	Iteration 50Q: 3 clusters Score -701039.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -701039.187500 Penalty: 2816.436523
	Iteration 51Q: 3 clusters Score -701039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -701039.625000 Penalty: 2816.436523
	Iteration 52Q: 3 clusters Score -701039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -701040.625000 Penalty: 2816.436523
	Iteration 53Q: 3 clusters Score -701040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -701041.687500 Penalty: 2816.436523
	Iteration 54Q: 3 clusters Score -701041.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -701040.937500 Penalty: 2816.436523
	Iteration 55Q: 3 clusters Score -701040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -701043.187500 Penalty: 2816.436523
	Iteration 56Q: 3 clusters Score -701043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -701043.312500 Penalty: 2816.436523
	Iteration 57Q: 3 clusters Score -701043.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -701045.937500 Penalty: 2816.436523
	Iteration 58Q: 3 clusters Score -701045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -701048.375000 Penalty: 2816.436523
	Iteration 59Q: 3 clusters Score -701048.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -701050.125000 Penalty: 2816.436523
	Iteration 60F: 3 clusters Score -701050.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -701051.875000 Penalty: 2816.436523
	Iteration 61Q: 3 clusters Score -701051.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -701054.812500 Penalty: 2816.436523
	Iteration 62Q: 3 clusters Score -701054.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -701059.125000 Penalty: 2816.436523
	Iteration 63Q: 3 clusters Score -701059.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -701059.375000 Penalty: 2816.436523
	Iteration 64Q: 3 clusters Score -701059.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -701063.250000 Penalty: 2816.436523
	Iteration 65Q: 3 clusters Score -701063.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -701066.500000 Penalty: 2816.436523
	Iteration 66Q: 3 clusters Score -701066.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -701067.312500 Penalty: 2816.436523
	Iteration 67Q: 3 clusters Score -701067.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -701070.562500 Penalty: 2816.436523
	Iteration 68Q: 3 clusters Score -701070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -701071.625000 Penalty: 2816.436523
	Iteration 69Q: 3 clusters Score -701071.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -701074.437500 Penalty: 2816.436523
	Iteration 70Q: 3 clusters Score -701074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -701076.875000 Penalty: 2816.436523
	Iteration 71Q: 3 clusters Score -701076.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -701079.562500 Penalty: 2816.436523
	Iteration 72Q: 3 clusters Score -701079.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -701079.625000 Penalty: 2816.436523
	Iteration 73Q: 3 clusters Score -701079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -701081.062500 Penalty: 2816.436523
	Iteration 74Q: 3 clusters Score -701081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -701081.562500 Penalty: 2816.436523
	Iteration 75Q: 3 clusters Score -701081.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -701083.500000 Penalty: 2816.436523
	Iteration 76Q: 3 clusters Score -701083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -701084.250000 Penalty: 2816.436523
	Iteration 77Q: 3 clusters Score -701084.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -701084.625000 Penalty: 2816.436523
	Iteration 78Q: 3 clusters Score -701084.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -701086.125000 Penalty: 2816.436523
	Iteration 79Q: 3 clusters Score -701086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -701086.250000 Penalty: 2816.436523
	Iteration 80F: 3 clusters Score -701086.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -701087.500000 Penalty: 2816.436523
	Iteration 81Q: 3 clusters Score -701087.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -701088.437500 Penalty: 2816.436523
	Iteration 82Q: 3 clusters Score -701088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -701089.937500 Penalty: 2816.436523
	Iteration 83Q: 3 clusters Score -701089.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -701092.250000 Penalty: 2816.436523
	Iteration 84Q: 3 clusters Score -701092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -701093.875000 Penalty: 2816.436523
	Iteration 85Q: 3 clusters Score -701093.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -701093.125000 Penalty: 2816.436523
	Iteration 86Q: 3 clusters Score -701093.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -701095.125000 Penalty: 2816.436523
	Iteration 87Q: 3 clusters Score -701095.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -701098.437500 Penalty: 2816.436523
	Iteration 88Q: 3 clusters Score -701098.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -701102.875000 Penalty: 2816.436523
	Iteration 89Q: 3 clusters Score -701102.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -701105.687500 Penalty: 2816.436523
	Iteration 90Q: 3 clusters Score -701105.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -701106.562500 Penalty: 2816.436523
	Iteration 91Q: 3 clusters Score -701106.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -701108.875000 Penalty: 2816.436523
	Iteration 92Q: 3 clusters Score -701108.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -701110.687500 Penalty: 2816.436523
	Iteration 93Q: 3 clusters Score -701110.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -701109.062500 Penalty: 2816.436523
	Iteration 94Q: 3 clusters Score -701109.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -701113.187500 Penalty: 2816.436523
	Iteration 95Q: 3 clusters Score -701113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -701112.187500 Penalty: 2816.436523
	Iteration 96Q: 3 clusters Score -701112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -701112.250000 Penalty: 2816.436523
	Iteration 97Q: 3 clusters Score -701112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -701112.250000 Penalty: 2816.436523
	Iteration 98F: 3 clusters Score -701112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (89756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89756 members 
Entering Unmasked Estep 
Score: -11237243.000000 Penalty: 1853.288086
	Iteration 0F: 2 clusters Score -1.123724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -11178818.000000 Penalty: 3706.576172
	Iteration 0F: 3 clusters Score -1.117882e+07 nChanged 42810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -11203537.000000 Penalty: 3706.576172
	Iteration 1F: 3 clusters Score -1.120354e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -11203916.000000 Penalty: 3706.576172
	Iteration 2Q: 3 clusters Score -1.120392e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -11204301.000000 Penalty: 3706.576172
	Iteration 3Q: 3 clusters Score -1.12043e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -11204829.000000 Penalty: 3706.576172
	Iteration 4Q: 3 clusters Score -1.120483e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -11205402.000000 Penalty: 3706.576172
	Iteration 5Q: 3 clusters Score -1.12054e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -11205994.000000 Penalty: 3706.576172
	Iteration 6Q: 3 clusters Score -1.120599e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -11206896.000000 Penalty: 3706.576172
	Iteration 7Q: 3 clusters Score -1.12069e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -11208154.000000 Penalty: 3706.576172
	Iteration 8Q: 3 clusters Score -1.120815e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -11210530.000000 Penalty: 3706.576172
	Iteration 9Q: 3 clusters Score -1.121053e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -11214189.000000 Penalty: 3706.576172
	Iteration 10F: 3 clusters Score -1.121419e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -11219228.000000 Penalty: 3706.576172
	Iteration 11F: 3 clusters Score -1.121923e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -11223169.000000 Penalty: 3706.576172
	Iteration 12F: 3 clusters Score -1.122317e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -11224929.000000 Penalty: 3706.576172
	Iteration 13Q: 3 clusters Score -1.122493e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -11225816.000000 Penalty: 3706.576172
	Iteration 14Q: 3 clusters Score -1.122582e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -11226475.000000 Penalty: 3706.576172
	Iteration 15Q: 3 clusters Score -1.122648e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -11227168.000000 Penalty: 3706.576172
	Iteration 16Q: 3 clusters Score -1.122717e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -11227920.000000 Penalty: 3706.576172
	Iteration 17Q: 3 clusters Score -1.122792e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -11228554.000000 Penalty: 3706.576172
	Iteration 18Q: 3 clusters Score -1.122855e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -11229173.000000 Penalty: 3706.576172
	Iteration 19Q: 3 clusters Score -1.122917e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -11229700.000000 Penalty: 3706.576172
	Iteration 20F: 3 clusters Score -1.12297e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -11230140.000000 Penalty: 3706.576172
	Iteration 21Q: 3 clusters Score -1.123014e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -11230535.000000 Penalty: 3706.576172
	Iteration 22Q: 3 clusters Score -1.123054e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -11230764.000000 Penalty: 3706.576172
	Iteration 23Q: 3 clusters Score -1.123076e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -11231018.000000 Penalty: 3706.576172
	Iteration 24Q: 3 clusters Score -1.123102e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -11231207.000000 Penalty: 3706.576172
	Iteration 25Q: 3 clusters Score -1.123121e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -11231363.000000 Penalty: 3706.576172
	Iteration 26Q: 3 clusters Score -1.123136e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -11231466.000000 Penalty: 3706.576172
	Iteration 27Q: 3 clusters Score -1.123147e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -11231526.000000 Penalty: 3706.576172
	Iteration 28Q: 3 clusters Score -1.123153e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -11231590.000000 Penalty: 3706.576172
	Iteration 29Q: 3 clusters Score -1.123159e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -11231624.000000 Penalty: 3706.576172
	Iteration 30Q: 3 clusters Score -1.123162e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -11231714.000000 Penalty: 3706.576172
	Iteration 31Q: 3 clusters Score -1.123171e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -11231782.000000 Penalty: 3706.576172
	Iteration 32Q: 3 clusters Score -1.123178e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -11231830.000000 Penalty: 3706.576172
	Iteration 33Q: 3 clusters Score -1.123183e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -11231879.000000 Penalty: 3706.576172
	Iteration 34Q: 3 clusters Score -1.123188e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -11231930.000000 Penalty: 3706.576172
	Iteration 35Q: 3 clusters Score -1.123193e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -11231922.000000 Penalty: 3706.576172
	Iteration 36Q: 3 clusters Score -1.123192e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -11231947.000000 Penalty: 3706.576172
	Iteration 37Q: 3 clusters Score -1.123195e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -11231976.000000 Penalty: 3706.576172
	Iteration 38Q: 3 clusters Score -1.123198e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -11232004.000000 Penalty: 3706.576172
	Iteration 39Q: 3 clusters Score -1.1232e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -11232027.000000 Penalty: 3706.576172
	Iteration 40F: 3 clusters Score -1.123203e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -11232023.000000 Penalty: 3706.576172
	Iteration 41Q: 3 clusters Score -1.123202e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -11232048.000000 Penalty: 3706.576172
	Iteration 42Q: 3 clusters Score -1.123205e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -11232043.000000 Penalty: 3706.576172
	Iteration 43Q: 3 clusters Score -1.123204e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -11232037.000000 Penalty: 3706.576172
	Iteration 44Q: 3 clusters Score -1.123204e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -11232029.000000 Penalty: 3706.576172
	Iteration 45Q: 3 clusters Score -1.123203e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -11232048.000000 Penalty: 3706.576172
	Iteration 46Q: 3 clusters Score -1.123205e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -11232038.000000 Penalty: 3706.576172
	Iteration 47Q: 3 clusters Score -1.123204e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -11232021.000000 Penalty: 3706.576172
	Iteration 48Q: 3 clusters Score -1.123202e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -11232017.000000 Penalty: 3706.576172
	Iteration 49Q: 3 clusters Score -1.123202e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -11232027.000000 Penalty: 3706.576172
	Iteration 50Q: 3 clusters Score -1.123203e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -11232036.000000 Penalty: 3706.576172
	Iteration 51Q: 3 clusters Score -1.123204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -11232058.000000 Penalty: 3706.576172
	Iteration 52Q: 3 clusters Score -1.123206e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -11232047.000000 Penalty: 3706.576172
	Iteration 53Q: 3 clusters Score -1.123205e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -11232051.000000 Penalty: 3706.576172
	Iteration 54Q: 3 clusters Score -1.123205e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -11232078.000000 Penalty: 3706.576172
	Iteration 55Q: 3 clusters Score -1.123208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -11232071.000000 Penalty: 3706.576172
	Iteration 56Q: 3 clusters Score -1.123207e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -11232070.000000 Penalty: 3706.576172
	Iteration 57Q: 3 clusters Score -1.123207e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -11232077.000000 Penalty: 3706.576172
	Iteration 58Q: 3 clusters Score -1.123208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -11232093.000000 Penalty: 3706.576172
	Iteration 59Q: 3 clusters Score -1.123209e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -11232093.000000 Penalty: 3706.576172
	Iteration 60F: 3 clusters Score -1.123209e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -11232091.000000 Penalty: 3706.576172
	Iteration 61Q: 3 clusters Score -1.123209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -11232103.000000 Penalty: 3706.576172
	Iteration 62Q: 3 clusters Score -1.12321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -11232109.000000 Penalty: 3706.576172
	Iteration 63Q: 3 clusters Score -1.123211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -11232110.000000 Penalty: 3706.576172
	Iteration 64Q: 3 clusters Score -1.123211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -11232096.000000 Penalty: 3706.576172
	Iteration 65Q: 3 clusters Score -1.12321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -11232093.000000 Penalty: 3706.576172
	Iteration 66Q: 3 clusters Score -1.123209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -11232093.000000 Penalty: 3706.576172
	Iteration 67Q: 3 clusters Score -1.123209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -11232088.000000 Penalty: 3706.576172
	Iteration 68Q: 3 clusters Score -1.123209e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -11232089.000000 Penalty: 3706.576172
	Iteration 69Q: 3 clusters Score -1.123209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -11232095.000000 Penalty: 3706.576172
	Iteration 70Q: 3 clusters Score -1.12321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -11232097.000000 Penalty: 3706.576172
	Iteration 71Q: 3 clusters Score -1.12321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -11232103.000000 Penalty: 3706.576172
	Iteration 72Q: 3 clusters Score -1.12321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -11232089.000000 Penalty: 3706.576172
	Iteration 73Q: 3 clusters Score -1.123209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -11232089.000000 Penalty: 3706.576172
	Iteration 74Q: 3 clusters Score -1.123209e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -11232105.000000 Penalty: 3706.576172
	Iteration 75Q: 3 clusters Score -1.12321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -11232113.000000 Penalty: 3706.576172
	Iteration 76Q: 3 clusters Score -1.123211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -11232092.000000 Penalty: 3706.576172
	Iteration 77Q: 3 clusters Score -1.123209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -11232091.000000 Penalty: 3706.576172
	Iteration 78Q: 3 clusters Score -1.123209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -11232097.000000 Penalty: 3706.576172
	Iteration 79Q: 3 clusters Score -1.12321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -11232081.000000 Penalty: 3706.576172
	Iteration 80F: 3 clusters Score -1.123208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -11232068.000000 Penalty: 3706.576172
	Iteration 81Q: 3 clusters Score -1.123207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -11232085.000000 Penalty: 3706.576172
	Iteration 82Q: 3 clusters Score -1.123208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -11232089.000000 Penalty: 3706.576172
	Iteration 83Q: 3 clusters Score -1.123209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -11232076.000000 Penalty: 3706.576172
	Iteration 84Q: 3 clusters Score -1.123208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -11232085.000000 Penalty: 3706.576172
	Iteration 85Q: 3 clusters Score -1.123208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -11232077.000000 Penalty: 3706.576172
	Iteration 86Q: 3 clusters Score -1.123208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -11232082.000000 Penalty: 3706.576172
	Iteration 87Q: 3 clusters Score -1.123208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -11232078.000000 Penalty: 3706.576172
	Iteration 88Q: 3 clusters Score -1.123208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -11232078.000000 Penalty: 3706.576172
	Iteration 89Q: 3 clusters Score -1.123208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -11232069.000000 Penalty: 3706.576172
	Iteration 90Q: 3 clusters Score -1.123207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -11232068.000000 Penalty: 3706.576172
	Iteration 91Q: 3 clusters Score -1.123207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -11232074.000000 Penalty: 3706.576172
	Iteration 92Q: 3 clusters Score -1.123207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -11232068.000000 Penalty: 3706.576172
	Iteration 93Q: 3 clusters Score -1.123207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -11232068.000000 Penalty: 3706.576172
	Iteration 94Q: 3 clusters Score -1.123207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -11232065.000000 Penalty: 3706.576172
	Iteration 95Q: 3 clusters Score -1.123206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -11232057.000000 Penalty: 3706.576172
	Iteration 96Q: 3 clusters Score -1.123206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -11232059.000000 Penalty: 3706.576172
	Iteration 97Q: 3 clusters Score -1.123206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -11232059.000000 Penalty: 3706.576172
	Iteration 98Q: 3 clusters Score -1.123206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -11232067.000000 Penalty: 3706.576172
	Iteration 99Q: 3 clusters Score -1.123207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -11232056.000000 Penalty: 3706.576172
	Iteration 100F: 3 clusters Score -1.123206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -11232057.000000 Penalty: 3706.576172
	Iteration 101Q: 3 clusters Score -1.123206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -11232056.000000 Penalty: 3706.576172
	Iteration 102Q: 3 clusters Score -1.123206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -11232058.000000 Penalty: 3706.576172
	Iteration 103Q: 3 clusters Score -1.123206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -11232058.000000 Penalty: 3706.576172
	Iteration 104F: 3 clusters Score -1.123206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11887.512695 Penalty: 795.898987
	Iteration 0F: 2 clusters Score -11887.51 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 72 members 
Entering Unmasked Estep 
Score: -11295.557617 Penalty: 1591.797974
	Iteration 0F: 3 clusters Score -11295.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11362.904297 Penalty: 1591.797974
	Iteration 1F: 3 clusters Score -11362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11381.491211 Penalty: 1591.797974
	Iteration 2Q: 3 clusters Score -11381.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11400.879883 Penalty: 1591.797974
	Iteration 3Q: 3 clusters Score -11400.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11403.026367 Penalty: 1591.797974
	Iteration 4Q: 3 clusters Score -11403.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11403.026367 Penalty: 1591.797974
	Iteration 5F: 3 clusters Score -11403.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (87132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Entering Unmasked Estep 
Score: -10825334.000000 Penalty: 1848.466675
	Iteration 0F: 2 clusters Score -1.082533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -10768337.000000 Penalty: 3696.933350
	Iteration 0F: 3 clusters Score -1.076834e+07 nChanged 41376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -10792398.000000 Penalty: 3696.933350
	Iteration 1F: 3 clusters Score -1.07924e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -10793087.000000 Penalty: 3696.933350
	Iteration 2Q: 3 clusters Score -1.079309e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -10793798.000000 Penalty: 3696.933350
	Iteration 3Q: 3 clusters Score -1.07938e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -10794678.000000 Penalty: 3696.933350
	Iteration 4Q: 3 clusters Score -1.079468e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -10796044.000000 Penalty: 3696.933350
	Iteration 5Q: 3 clusters Score -1.079604e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -10798205.000000 Penalty: 3696.933350
	Iteration 6Q: 3 clusters Score -1.07982e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -10801727.000000 Penalty: 3696.933350
	Iteration 7F: 3 clusters Score -1.080173e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -10805756.000000 Penalty: 3696.933350
	Iteration 8F: 3 clusters Score -1.080576e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -10808524.000000 Penalty: 3696.933350
	Iteration 9F: 3 clusters Score -1.080852e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -10809378.000000 Penalty: 3696.933350
	Iteration 10Q: 3 clusters Score -1.080938e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -10809710.000000 Penalty: 3696.933350
	Iteration 11Q: 3 clusters Score -1.080971e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -10809908.000000 Penalty: 3696.933350
	Iteration 12Q: 3 clusters Score -1.080991e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -10809987.000000 Penalty: 3696.933350
	Iteration 13Q: 3 clusters Score -1.080999e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -10810113.000000 Penalty: 3696.933350
	Iteration 14Q: 3 clusters Score -1.081011e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -10810144.000000 Penalty: 3696.933350
	Iteration 15Q: 3 clusters Score -1.081014e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -10810251.000000 Penalty: 3696.933350
	Iteration 16Q: 3 clusters Score -1.081025e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -10810349.000000 Penalty: 3696.933350
	Iteration 17Q: 3 clusters Score -1.081035e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -10810457.000000 Penalty: 3696.933350
	Iteration 18Q: 3 clusters Score -1.081046e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -10810535.000000 Penalty: 3696.933350
	Iteration 19Q: 3 clusters Score -1.081054e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -10810682.000000 Penalty: 3696.933350
	Iteration 20F: 3 clusters Score -1.081068e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -10810869.000000 Penalty: 3696.933350
	Iteration 21Q: 3 clusters Score -1.081087e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -10811027.000000 Penalty: 3696.933350
	Iteration 22Q: 3 clusters Score -1.081103e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -10811131.000000 Penalty: 3696.933350
	Iteration 23Q: 3 clusters Score -1.081113e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -10811251.000000 Penalty: 3696.933350
	Iteration 24Q: 3 clusters Score -1.081125e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -10811375.000000 Penalty: 3696.933350
	Iteration 25Q: 3 clusters Score -1.081138e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -10811509.000000 Penalty: 3696.933350
	Iteration 26Q: 3 clusters Score -1.081151e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -10811644.000000 Penalty: 3696.933350
	Iteration 27Q: 3 clusters Score -1.081164e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -10811848.000000 Penalty: 3696.933350
	Iteration 28Q: 3 clusters Score -1.081185e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -10811943.000000 Penalty: 3696.933350
	Iteration 29Q: 3 clusters Score -1.081194e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -10812082.000000 Penalty: 3696.933350
	Iteration 30Q: 3 clusters Score -1.081208e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -10812252.000000 Penalty: 3696.933350
	Iteration 31Q: 3 clusters Score -1.081225e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -10812423.000000 Penalty: 3696.933350
	Iteration 32Q: 3 clusters Score -1.081242e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -10812592.000000 Penalty: 3696.933350
	Iteration 33Q: 3 clusters Score -1.081259e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -10812825.000000 Penalty: 3696.933350
	Iteration 34Q: 3 clusters Score -1.081282e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -10813040.000000 Penalty: 3696.933350
	Iteration 35Q: 3 clusters Score -1.081304e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -10813254.000000 Penalty: 3696.933350
	Iteration 36Q: 3 clusters Score -1.081325e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -10813452.000000 Penalty: 3696.933350
	Iteration 37Q: 3 clusters Score -1.081345e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -10813695.000000 Penalty: 3696.933350
	Iteration 38Q: 3 clusters Score -1.08137e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -10813857.000000 Penalty: 3696.933350
	Iteration 39Q: 3 clusters Score -1.081386e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -10814076.000000 Penalty: 3696.933350
	Iteration 40F: 3 clusters Score -1.081408e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -10814269.000000 Penalty: 3696.933350
	Iteration 41Q: 3 clusters Score -1.081427e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -10814504.000000 Penalty: 3696.933350
	Iteration 42Q: 3 clusters Score -1.08145e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -10814623.000000 Penalty: 3696.933350
	Iteration 43Q: 3 clusters Score -1.081462e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -10814800.000000 Penalty: 3696.933350
	Iteration 44Q: 3 clusters Score -1.08148e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -10815015.000000 Penalty: 3696.933350
	Iteration 45Q: 3 clusters Score -1.081502e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -10815175.000000 Penalty: 3696.933350
	Iteration 46Q: 3 clusters Score -1.081518e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -10815283.000000 Penalty: 3696.933350
	Iteration 47Q: 3 clusters Score -1.081528e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -10815468.000000 Penalty: 3696.933350
	Iteration 48Q: 3 clusters Score -1.081547e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -10815496.000000 Penalty: 3696.933350
	Iteration 49Q: 3 clusters Score -1.08155e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -10815570.000000 Penalty: 3696.933350
	Iteration 50Q: 3 clusters Score -1.081557e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -10815705.000000 Penalty: 3696.933350
	Iteration 51Q: 3 clusters Score -1.08157e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -10815840.000000 Penalty: 3696.933350
	Iteration 52Q: 3 clusters Score -1.081584e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -10815935.000000 Penalty: 3696.933350
	Iteration 53Q: 3 clusters Score -1.081594e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -10816031.000000 Penalty: 3696.933350
	Iteration 54Q: 3 clusters Score -1.081603e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -10816048.000000 Penalty: 3696.933350
	Iteration 55Q: 3 clusters Score -1.081605e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -10816161.000000 Penalty: 3696.933350
	Iteration 56Q: 3 clusters Score -1.081616e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -10816245.000000 Penalty: 3696.933350
	Iteration 57Q: 3 clusters Score -1.081624e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -10816377.000000 Penalty: 3696.933350
	Iteration 58Q: 3 clusters Score -1.081638e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -10816483.000000 Penalty: 3696.933350
	Iteration 59Q: 3 clusters Score -1.081648e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -10816664.000000 Penalty: 3696.933350
	Iteration 60F: 3 clusters Score -1.081666e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -10816881.000000 Penalty: 3696.933350
	Iteration 61Q: 3 clusters Score -1.081688e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -10817122.000000 Penalty: 3696.933350
	Iteration 62Q: 3 clusters Score -1.081712e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -10817455.000000 Penalty: 3696.933350
	Iteration 63Q: 3 clusters Score -1.081746e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -10817699.000000 Penalty: 3696.933350
	Iteration 64Q: 3 clusters Score -1.08177e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 70513 members 
Entering Unmasked Estep 
Score: -10818046.000000 Penalty: 3696.933350
	Iteration 65Q: 3 clusters Score -1.081805e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -10818442.000000 Penalty: 3696.933350
	Iteration 66Q: 3 clusters Score -1.081844e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -10818866.000000 Penalty: 3696.933350
	Iteration 67Q: 3 clusters Score -1.081887e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -10819347.000000 Penalty: 3696.933350
	Iteration 68Q: 3 clusters Score -1.081935e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -10819854.000000 Penalty: 3696.933350
	Iteration 69Q: 3 clusters Score -1.081985e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -10820344.000000 Penalty: 3696.933350
	Iteration 70Q: 3 clusters Score -1.082034e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -10820873.000000 Penalty: 3696.933350
	Iteration 71Q: 3 clusters Score -1.082087e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -10821330.000000 Penalty: 3696.933350
	Iteration 72Q: 3 clusters Score -1.082133e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -10821832.000000 Penalty: 3696.933350
	Iteration 73Q: 3 clusters Score -1.082183e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -10822290.000000 Penalty: 3696.933350
	Iteration 74Q: 3 clusters Score -1.082229e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -10822668.000000 Penalty: 3696.933350
	Iteration 75Q: 3 clusters Score -1.082267e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -10822946.000000 Penalty: 3696.933350
	Iteration 76Q: 3 clusters Score -1.082295e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -10823140.000000 Penalty: 3696.933350
	Iteration 77Q: 3 clusters Score -1.082314e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 83939 members 
Entering Unmasked Estep 
Score: -10823327.000000 Penalty: 3696.933350
	Iteration 78Q: 3 clusters Score -1.082333e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -10823432.000000 Penalty: 3696.933350
	Iteration 79Q: 3 clusters Score -1.082343e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -10823540.000000 Penalty: 3696.933350
	Iteration 80F: 3 clusters Score -1.082354e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -10823609.000000 Penalty: 3696.933350
	Iteration 81Q: 3 clusters Score -1.082361e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 85267 members 
Entering Unmasked Estep 
Score: -10823641.000000 Penalty: 3696.933350
	Iteration 82Q: 3 clusters Score -1.082364e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 85439 members 
Entering Unmasked Estep 
Score: -10823693.000000 Penalty: 3696.933350
	Iteration 83Q: 3 clusters Score -1.082369e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 85599 members 
Entering Unmasked Estep 
Score: -10823740.000000 Penalty: 3696.933350
	Iteration 84Q: 3 clusters Score -1.082374e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -10823770.000000 Penalty: 3696.933350
	Iteration 85Q: 3 clusters Score -1.082377e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -10823783.000000 Penalty: 3696.933350
	Iteration 86Q: 3 clusters Score -1.082378e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 85913 members 
Entering Unmasked Estep 
Score: -10823818.000000 Penalty: 3696.933350
	Iteration 87Q: 3 clusters Score -1.082382e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -10823823.000000 Penalty: 3696.933350
	Iteration 88Q: 3 clusters Score -1.082382e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -10823838.000000 Penalty: 3696.933350
	Iteration 89Q: 3 clusters Score -1.082384e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 86088 members 
Entering Unmasked Estep 
Score: -10823837.000000 Penalty: 3696.933350
	Iteration 90Q: 3 clusters Score -1.082384e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -10823848.000000 Penalty: 3696.933350
	Iteration 91Q: 3 clusters Score -1.082385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -10823857.000000 Penalty: 3696.933350
	Iteration 92Q: 3 clusters Score -1.082386e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 86170 members 
Entering Unmasked Estep 
Score: -10823857.000000 Penalty: 3696.933350
	Iteration 93Q: 3 clusters Score -1.082386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -10823859.000000 Penalty: 3696.933350
	Iteration 94Q: 3 clusters Score -1.082386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -10823886.000000 Penalty: 3696.933350
	Iteration 95Q: 3 clusters Score -1.082389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -10823894.000000 Penalty: 3696.933350
	Iteration 96Q: 3 clusters Score -1.082389e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 86245 members 
Entering Unmasked Estep 
Score: -10823903.000000 Penalty: 3696.933350
	Iteration 97Q: 3 clusters Score -1.08239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -10823891.000000 Penalty: 3696.933350
	Iteration 98Q: 3 clusters Score -1.082389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -10823906.000000 Penalty: 3696.933350
	Iteration 99Q: 3 clusters Score -1.082391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -10823911.000000 Penalty: 3696.933350
	Iteration 100F: 3 clusters Score -1.082391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -10823904.000000 Penalty: 3696.933350
	Iteration 101Q: 3 clusters Score -1.08239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -10823905.000000 Penalty: 3696.933350
	Iteration 102Q: 3 clusters Score -1.08239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -10823885.000000 Penalty: 3696.933350
	Iteration 103Q: 3 clusters Score -1.082388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -10823898.000000 Penalty: 3696.933350
	Iteration 104Q: 3 clusters Score -1.08239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -10823905.000000 Penalty: 3696.933350
	Iteration 105Q: 3 clusters Score -1.08239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 86326 members 
Entering Unmasked Estep 
Score: -10823901.000000 Penalty: 3696.933350
	Iteration 106Q: 3 clusters Score -1.08239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -10823902.000000 Penalty: 3696.933350
	Iteration 107Q: 3 clusters Score -1.08239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 86342 members 
Entering Unmasked Estep 
Score: -10823915.000000 Penalty: 3696.933350
	Iteration 108Q: 3 clusters Score -1.082392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -10823914.000000 Penalty: 3696.933350
	Iteration 109Q: 3 clusters Score -1.082391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -10823907.000000 Penalty: 3696.933350
	Iteration 110Q: 3 clusters Score -1.082391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -10823917.000000 Penalty: 3696.933350
	Iteration 111Q: 3 clusters Score -1.082392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -10823918.000000 Penalty: 3696.933350
	Iteration 112Q: 3 clusters Score -1.082392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -10823915.000000 Penalty: 3696.933350
	Iteration 113Q: 3 clusters Score -1.082392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -10823923.000000 Penalty: 3696.933350
	Iteration 114Q: 3 clusters Score -1.082392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -10823919.000000 Penalty: 3696.933350
	Iteration 115Q: 3 clusters Score -1.082392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -10823922.000000 Penalty: 3696.933350
	Iteration 116Q: 3 clusters Score -1.082392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -10823922.000000 Penalty: 3696.933350
	Iteration 117F: 3 clusters Score -1.082392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -21529.808594 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -21529.81 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 137 members 
Entering Unmasked Estep 
Score: -20772.767578 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -20772.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21024.847656 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -21024.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21128.000000 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -21128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21228.894531 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -21228.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21296.765625 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -21296.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21370.865234 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -21370.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21391.046875 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -21391.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21398.693359 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -21398.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21407.281250 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -21407.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21410.412109 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -21410.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21412.306641 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -21412.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21414.400391 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -21414.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21414.400391 Penalty: 1858.033936
	Iteration 12F: 3 clusters Score -21414.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19077.257812 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -19077.26 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 113 members 
Entering Unmasked Estep 
Score: -18329.427734 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -18329.43 nChanged 39
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: -18460.904297 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -18460.9 nChanged 13
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: -18513.701172 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -18513.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18551.203125 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -18551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18551.917969 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -18551.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18559.042969 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -18559.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18560.898438 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -18560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18563.117188 Penalty: 1743.942139
	Iteration 7Q: 3 clusters Score -18563.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18563.117188 Penalty: 1743.942139
	Iteration 8F: 3 clusters Score -18563.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (32134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Entering Unmasked Estep 
Score: -4090999.500000 Penalty: 1686.371460
	Iteration 0F: 2 clusters Score -4091000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -4069412.000000 Penalty: 3372.742920
	Iteration 0F: 3 clusters Score -4069412 nChanged 14871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -4077564.250000 Penalty: 3372.742920
	Iteration 1F: 3 clusters Score -4077564 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4077927.250000 Penalty: 3372.742920
	Iteration 2Q: 3 clusters Score -4077927 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4078278.000000 Penalty: 3372.742920
	Iteration 3Q: 3 clusters Score -4078278 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4078749.750000 Penalty: 3372.742920
	Iteration 4Q: 3 clusters Score -4078750 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4079380.500000 Penalty: 3372.742920
	Iteration 5Q: 3 clusters Score -4079380 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -4080323.500000 Penalty: 3372.742920
	Iteration 6Q: 3 clusters Score -4080324 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -4081730.500000 Penalty: 3372.742920
	Iteration 7F: 3 clusters Score -4081730 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -4083554.500000 Penalty: 3372.742920
	Iteration 8F: 3 clusters Score -4083554 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -4085401.250000 Penalty: 3372.742920
	Iteration 9F: 3 clusters Score -4085401 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -4086962.500000 Penalty: 3372.742920
	Iteration 10F: 3 clusters Score -4086962 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -4088018.000000 Penalty: 3372.742920
	Iteration 11Q: 3 clusters Score -4088018 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4088662.500000 Penalty: 3372.742920
	Iteration 12Q: 3 clusters Score -4088662 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4088997.500000 Penalty: 3372.742920
	Iteration 13Q: 3 clusters Score -4088998 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4089175.250000 Penalty: 3372.742920
	Iteration 14Q: 3 clusters Score -4089175 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4089305.500000 Penalty: 3372.742920
	Iteration 15Q: 3 clusters Score -4089306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -4089377.250000 Penalty: 3372.742920
	Iteration 16Q: 3 clusters Score -4089377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -4089443.000000 Penalty: 3372.742920
	Iteration 17Q: 3 clusters Score -4089443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4089469.000000 Penalty: 3372.742920
	Iteration 18Q: 3 clusters Score -4089469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -4089497.000000 Penalty: 3372.742920
	Iteration 19Q: 3 clusters Score -4089497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -4089520.250000 Penalty: 3372.742920
	Iteration 20F: 3 clusters Score -4089520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -4089524.750000 Penalty: 3372.742920
	Iteration 21Q: 3 clusters Score -4089525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -4089532.500000 Penalty: 3372.742920
	Iteration 22Q: 3 clusters Score -4089532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4089539.250000 Penalty: 3372.742920
	Iteration 23Q: 3 clusters Score -4089539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -4089541.000000 Penalty: 3372.742920
	Iteration 24Q: 3 clusters Score -4089541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -4089545.500000 Penalty: 3372.742920
	Iteration 25Q: 3 clusters Score -4089546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4089544.750000 Penalty: 3372.742920
	Iteration 26Q: 3 clusters Score -4089545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4089544.750000 Penalty: 3372.742920
	Iteration 27F: 3 clusters Score -4089545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -48587.109375 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -48587.11 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 237 members 
Entering Unmasked Estep 
Score: -47569.992188 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -47569.99 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47763.851562 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -47763.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47855.375000 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -47855.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47902.644531 Penalty: 2011.852417
	Iteration 3Q: 3 clusters Score -47902.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47915.242188 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -47915.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47927.261719 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -47927.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47950.214844 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -47950.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47963.832031 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -47963.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47976.132812 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -47976.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47983.093750 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -47983.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47985.179688 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -47985.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47985.988281 Penalty: 2011.852417
	Iteration 11Q: 3 clusters Score -47985.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47987.175781 Penalty: 2011.852417
	Iteration 12Q: 3 clusters Score -47987.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47987.175781 Penalty: 2011.852417
	Iteration 13F: 3 clusters Score -47987.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42055 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 5030 members 
Mstep: Class 9 contains 47870 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83274 members 
Mstep: Class 14 contains 13910 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19659 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84894 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 91700 members 
Mstep: Class 22 contains 90175 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89301 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89756 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87132 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32134 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231152.000000 Penalty: 70941.500000
Iteration 479Q: 33 clusters Score -1.022312e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42054 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 47861 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83274 members 
Mstep: Class 14 contains 13908 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19660 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84895 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91701 members 
Mstep: Class 22 contains 90169 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 89294 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 89753 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87131 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32161 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231120.000000 Penalty: 70941.500000
Iteration 480F: 33 clusters Score -1.022311e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42052 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 47853 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83274 members 
Mstep: Class 14 contains 13902 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19661 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84897 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91702 members 
Mstep: Class 22 contains 90180 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 89280 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 89755 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87129 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32182 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231184.000000 Penalty: 70941.500000
Iteration 481Q: 33 clusters Score -1.022312e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42051 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 47842 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83275 members 
Mstep: Class 14 contains 13896 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19664 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84901 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91702 members 
Mstep: Class 22 contains 90200 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 89267 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 89749 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87129 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32193 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231216.000000 Penalty: 70941.500000
Iteration 482Q: 33 clusters Score -1.022312e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42051 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 47839 members 
Mstep: Class 10 contains 18514 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83272 members 
Mstep: Class 14 contains 13891 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19668 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84905 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91696 members 
Mstep: Class 22 contains 90218 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 89260 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 89756 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87129 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32186 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231168.000000 Penalty: 70941.500000
Iteration 483Q: 33 clusters Score -1.022312e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42050 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 47833 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83275 members 
Mstep: Class 14 contains 13879 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19671 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84912 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91694 members 
Mstep: Class 22 contains 90233 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 89250 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 89751 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87128 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32196 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230944.000000 Penalty: 70941.500000
Iteration 484Q: 33 clusters Score -1.022309e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42051 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 47833 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83277 members 
Mstep: Class 14 contains 13868 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19673 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84915 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91695 members 
Mstep: Class 22 contains 90251 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 89237 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 89757 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87123 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32197 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230984.000000 Penalty: 70941.500000
Iteration 485Q: 33 clusters Score -1.02231e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42050 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 47827 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83279 members 
Mstep: Class 14 contains 13865 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19675 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84921 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91691 members 
Mstep: Class 22 contains 90267 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 89226 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 89755 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87114 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32209 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231024.000000 Penalty: 70941.500000
Iteration 486Q: 33 clusters Score -1.02231e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13864 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42049 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 47813 members 
Mstep: Class 10 contains 18508 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83282 members 
Mstep: Class 14 contains 13860 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19677 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84927 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91689 members 
Mstep: Class 22 contains 90274 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89216 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 89757 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87109 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32227 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231024.000000 Penalty: 70941.500000
Iteration 487Q: 33 clusters Score -1.02231e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42049 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 47797 members 
Mstep: Class 10 contains 18505 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83289 members 
Mstep: Class 14 contains 13854 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19677 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84930 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91688 members 
Mstep: Class 22 contains 90270 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89211 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 89759 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87101 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32258 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231008.000000 Penalty: 70941.500000
Iteration 488Q: 33 clusters Score -1.02231e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42048 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 47781 members 
Mstep: Class 10 contains 18503 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83292 members 
Mstep: Class 14 contains 13848 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19680 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84934 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91688 members 
Mstep: Class 22 contains 90274 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89209 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 89756 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87097 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32276 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231032.000000 Penalty: 70941.500000
Iteration 489Q: 33 clusters Score -1.02231e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42049 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 47769 members 
Mstep: Class 10 contains 18503 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83292 members 
Mstep: Class 14 contains 13844 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19683 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84937 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91687 members 
Mstep: Class 22 contains 90268 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89207 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 89755 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87092 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32305 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231048.000000 Penalty: 70941.500000
Iteration 490Q: 33 clusters Score -1.02231e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42047 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 47759 members 
Mstep: Class 10 contains 18500 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83292 members 
Mstep: Class 14 contains 13845 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 19686 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84937 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91688 members 
Mstep: Class 22 contains 90256 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89205 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 89760 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87093 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32326 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231048.000000 Penalty: 70941.500000
Iteration 491Q: 33 clusters Score -1.02231e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42045 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 47752 members 
Mstep: Class 10 contains 18499 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83291 members 
Mstep: Class 14 contains 13837 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19688 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84941 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91689 members 
Mstep: Class 22 contains 90251 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 89206 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 89763 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87084 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32348 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230960.000000 Penalty: 70941.500000
Iteration 492Q: 33 clusters Score -1.02231e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13862 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42045 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5022 members 
Mstep: Class 9 contains 47739 members 
Mstep: Class 10 contains 18499 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83295 members 
Mstep: Class 14 contains 13833 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19687 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84944 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91686 members 
Mstep: Class 22 contains 90250 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 89213 members 
Mstep: Class 25 contains 5798 members 
Mstep: Class 26 contains 89761 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87079 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32363 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231120.000000 Penalty: 70941.500000
Iteration 493Q: 33 clusters Score -1.022311e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13861 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42045 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 47729 members 
Mstep: Class 10 contains 18499 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83296 members 
Mstep: Class 14 contains 13829 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 19687 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84946 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91686 members 
Mstep: Class 22 contains 90243 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 89216 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 89761 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87079 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32379 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231144.000000 Penalty: 70941.500000
Iteration 494Q: 33 clusters Score -1.022311e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13860 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42045 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 47718 members 
Mstep: Class 10 contains 18498 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83297 members 
Mstep: Class 14 contains 13827 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19687 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84947 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91688 members 
Mstep: Class 22 contains 90229 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 89211 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 89760 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87075 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32412 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231160.000000 Penalty: 70941.500000
Iteration 495Q: 33 clusters Score -1.022312e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42044 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 47707 members 
Mstep: Class 10 contains 18498 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83304 members 
Mstep: Class 14 contains 13825 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19688 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84947 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91688 members 
Mstep: Class 22 contains 90225 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 89198 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 89756 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87074 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32440 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231160.000000 Penalty: 70941.500000
Iteration 496Q: 33 clusters Score -1.022312e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42044 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 47687 members 
Mstep: Class 10 contains 18497 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83305 members 
Mstep: Class 14 contains 13825 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19690 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84949 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91690 members 
Mstep: Class 22 contains 90216 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89188 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 89758 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87071 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32474 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231160.000000 Penalty: 70941.500000
Iteration 497Q: 33 clusters Score -1.022312e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42044 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 47673 members 
Mstep: Class 10 contains 18497 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83309 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19691 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84949 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91690 members 
Mstep: Class 22 contains 90202 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89175 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 89757 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87071 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32512 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231224.000000 Penalty: 70941.500000
Iteration 498Q: 33 clusters Score -1.022312e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42044 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 47668 members 
Mstep: Class 10 contains 18497 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83312 members 
Mstep: Class 14 contains 13820 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19692 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84949 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91690 members 
Mstep: Class 22 contains 90192 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89168 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 89757 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87069 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32537 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231312.000000 Penalty: 70941.500000
Iteration 499Q: 33 clusters Score -1.022313e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 42044 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 47657 members 
Mstep: Class 10 contains 18495 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 83309 members 
Mstep: Class 14 contains 13818 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 19692 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 84951 members 
Mstep: Class 19 contains 387 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 91690 members 
Mstep: Class 22 contains 90182 members 
Mstep: Class 23 contains 4118 members 
Mstep: Class 24 contains 89159 members 
Mstep: Class 25 contains 5801 members 
Mstep: Class 26 contains 89763 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 87069 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 214 members 
Mstep: Class 31 contains 32566 members 
Mstep: Class 32 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231320.000000 Penalty: 70941.500000
Iteration 500F: 33 clusters Score -1.022313e+08 nChanged 138
Maximum iterations exceeded
--- Evaluating fit on full set of 2523630 points ---
Entering Unmasked Estep 
Score: -310308064.000000 Penalty: 76654.289062
23->33 Clusters: Score -310308064.000000, best is -310352832.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 841210 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 36599 members 
Mstep: Class 3 contains 36827 members 
Mstep: Class 4 contains 36342 members 
Mstep: Class 5 contains 36613 members 
Mstep: Class 6 contains 36549 members 
Mstep: Class 7 contains 36633 members 
Mstep: Class 8 contains 37052 members 
Mstep: Class 9 contains 36096 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 36243 members 
Mstep: Class 12 contains 36306 members 
Mstep: Class 13 contains 36628 members 
Mstep: Class 14 contains 36829 members 
Mstep: Class 15 contains 36041 members 
Mstep: Class 16 contains 36651 members 
Mstep: Class 17 contains 36474 members 
Mstep: Class 18 contains 36601 members 
Mstep: Class 19 contains 36532 members 
Mstep: Class 20 contains 36774 members 
Mstep: Class 21 contains 36519 members 
Mstep: Class 22 contains 36697 members 
Mstep: Class 23 contains 36769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1036.464233 but Gain 2216.921875
Score: -98098560.000000 Penalty: 48772.281250
Iteration 0F: 23 clusters Score -9.809856e+07 nChanged 804239
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 81698 members 
Mstep: Class 4 contains 5754 members 
Mstep: Class 5 contains 90170 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 29157 members 
Mstep: Class 8 contains 212344 members 
Mstep: Class 10 contains 36114 members 
Mstep: Class 11 contains 30225 members 
Mstep: Class 12 contains 25927 members 
Mstep: Class 13 contains 180712 members 
Mstep: Class 14 contains 2403 members 
Mstep: Class 15 contains 6391 members 
Mstep: Class 16 contains 2795 members 
Mstep: Class 17 contains 7459 members 
Mstep: Class 18 contains 9863 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 21240 members 
Mstep: Class 21 contains 46291 members 
Mstep: Class 22 contains 11543 members 
Mstep: Class 23 contains 6341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100648824.000000 Penalty: 48772.281250
Iteration 1F: 23 clusters Score -1.006488e+08 nChanged 273831
Entering Unmasked Mstep 
Mstep: Class 0 contains 1101 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 82907 members 
Mstep: Class 4 contains 6119 members 
Mstep: Class 5 contains 107147 members 
Mstep: Class 6 contains 4202 members 
Mstep: Class 7 contains 19575 members 
Mstep: Class 8 contains 231837 members 
Mstep: Class 10 contains 21825 members 
Mstep: Class 11 contains 19860 members 
Mstep: Class 12 contains 14627 members 
Mstep: Class 13 contains 245188 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 4245 members 
Mstep: Class 16 contains 2948 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 10579 members 
Mstep: Class 21 contains 28517 members 
Mstep: Class 22 contains 5826 members 
Mstep: Class 23 contains 9198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1726.209473 but Gain 2216.921875
Score: -100819000.000000 Penalty: 46555.359375
Iteration 2F: 22 clusters Score -1.00819e+08 nChanged 193715
Entering Unmasked Mstep 
Mstep: Class 0 contains 964 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 3 contains 101521 members 
Mstep: Class 4 contains 7155 members 
Mstep: Class 5 contains 150057 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 15146 members 
Mstep: Class 8 contains 213378 members 
Mstep: Class 10 contains 17806 members 
Mstep: Class 11 contains 21641 members 
Mstep: Class 12 contains 12396 members 
Mstep: Class 13 contains 222942 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 6495 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 3750 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 22027 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 6724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2163.444580 but Gain 2216.921875
Score: -101040448.000000 Penalty: 44338.437500
Iteration 3F: 21 clusters Score -1.010404e+08 nChanged 157378
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 3 contains 120789 members 
Mstep: Class 4 contains 7508 members 
Mstep: Class 5 contains 190594 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 12605 members 
Mstep: Class 8 contains 205855 members 
Mstep: Class 10 contains 15021 members 
Mstep: Class 11 contains 20540 members 
Mstep: Class 12 contains 10444 members 
Mstep: Class 13 contains 182903 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 2861 members 
Mstep: Class 19 contains 5263 members 
Mstep: Class 20 contains 5489 members 
Mstep: Class 21 contains 15764 members 
Mstep: Class 23 contains 5504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101187264.000000 Penalty: 44338.437500
Iteration 4F: 21 clusters Score -1.011873e+08 nChanged 162658
Entering Unmasked Mstep 
Mstep: Class 0 contains 708 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 3 contains 146264 members 
Mstep: Class 4 contains 6909 members 
Mstep: Class 5 contains 198504 members 
Mstep: Class 6 contains 2888 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 192347 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 9012 members 
Mstep: Class 13 contains 167750 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 10366 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 2716 members 
Mstep: Class 18 contains 2830 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 4485 members 
Mstep: Class 21 contains 11021 members 
Mstep: Class 23 contains 5248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101288760.000000 Penalty: 44338.437500
Iteration 5F: 21 clusters Score -1.012888e+08 nChanged 150431
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 3 contains 173866 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 160858 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 11383 members 
Mstep: Class 8 contains 202239 members 
Mstep: Class 10 contains 13089 members 
Mstep: Class 11 contains 16460 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 13 contains 171628 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 7368 members 
Mstep: Class 20 contains 3644 members 
Mstep: Class 21 contains 7455 members 
Mstep: Class 23 contains 5425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101410272.000000 Penalty: 44338.437500
Iteration 6F: 21 clusters Score -1.014103e+08 nChanged 137271
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 3 contains 212529 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 132272 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 197539 members 
Mstep: Class 10 contains 13052 members 
Mstep: Class 11 contains 14848 members 
Mstep: Class 12 contains 6928 members 
Mstep: Class 13 contains 167292 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 11860 members 
Mstep: Class 16 contains 1196 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 8146 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 5337 members 
Mstep: Class 23 contains 5609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101430936.000000 Penalty: 44338.437500
Iteration 7F: 21 clusters Score -1.014309e+08 nChanged 147677
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 3 contains 227728 members 
Mstep: Class 4 contains 3770 members 
Mstep: Class 5 contains 130102 members 
Mstep: Class 6 contains 4194 members 
Mstep: Class 7 contains 15239 members 
Mstep: Class 8 contains 189455 members 
Mstep: Class 10 contains 14153 members 
Mstep: Class 11 contains 13969 members 
Mstep: Class 12 contains 6471 members 
Mstep: Class 13 contains 159514 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 15 contains 12150 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 3176 members 
Mstep: Class 18 contains 4014 members 
Mstep: Class 19 contains 8944 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 4348 members 
Mstep: Class 23 contains 5710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101465072.000000 Penalty: 44338.437500
Iteration 8F: 21 clusters Score -1.014651e+08 nChanged 108398
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 3 contains 209597 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 135932 members 
Mstep: Class 6 contains 4274 members 
Mstep: Class 7 contains 18888 members 
Mstep: Class 8 contains 196118 members 
Mstep: Class 10 contains 16075 members 
Mstep: Class 11 contains 13317 members 
Mstep: Class 12 contains 6396 members 
Mstep: Class 13 contains 160298 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 12160 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 9511 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 21 contains 3904 members 
Mstep: Class 23 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1979.539551 but Gain 2216.921875
Score: -101559440.000000 Penalty: 42121.515625
Iteration 9F: 20 clusters Score -1.015594e+08 nChanged 82136
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 3 contains 204846 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 140143 members 
Mstep: Class 6 contains 4329 members 
Mstep: Class 7 contains 25712 members 
Mstep: Class 8 contains 191288 members 
Mstep: Class 10 contains 17484 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 6547 members 
Mstep: Class 13 contains 158220 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 11793 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4603 members 
Mstep: Class 19 contains 9997 members 
Mstep: Class 21 contains 3976 members 
Mstep: Class 23 contains 5778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101640832.000000 Penalty: 42121.515625
Iteration 10F: 20 clusters Score -1.016408e+08 nChanged 71023
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 3 contains 203082 members 
Mstep: Class 4 contains 2986 members 
Mstep: Class 5 contains 139251 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 37340 members 
Mstep: Class 8 contains 181940 members 
Mstep: Class 10 contains 18791 members 
Mstep: Class 11 contains 13027 members 
Mstep: Class 12 contains 6769 members 
Mstep: Class 13 contains 156796 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 1089 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 4745 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 23 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101732016.000000 Penalty: 42121.515625
Iteration 11F: 20 clusters Score -1.01732e+08 nChanged 70837
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 3 contains 199903 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 133309 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 7 contains 53111 members 
Mstep: Class 8 contains 173237 members 
Mstep: Class 10 contains 20110 members 
Mstep: Class 11 contains 12838 members 
Mstep: Class 12 contains 7079 members 
Mstep: Class 13 contains 156858 members 
Mstep: Class 14 contains 814 members 
Mstep: Class 15 contains 10287 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 4767 members 
Mstep: Class 19 contains 10641 members 
Mstep: Class 21 contains 5146 members 
Mstep: Class 23 contains 5630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101807976.000000 Penalty: 42121.515625
Iteration 12F: 20 clusters Score -1.01808e+08 nChanged 72264
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 3 contains 195477 members 
Mstep: Class 4 contains 2715 members 
Mstep: Class 5 contains 126125 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 72041 members 
Mstep: Class 8 contains 159299 members 
Mstep: Class 10 contains 21369 members 
Mstep: Class 11 contains 12735 members 
Mstep: Class 12 contains 7294 members 
Mstep: Class 13 contains 160461 members 
Mstep: Class 14 contains 810 members 
Mstep: Class 15 contains 9535 members 
Mstep: Class 16 contains 1030 members 
Mstep: Class 17 contains 3305 members 
Mstep: Class 18 contains 4774 members 
Mstep: Class 19 contains 10958 members 
Mstep: Class 21 contains 6108 members 
Mstep: Class 23 contains 5541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101853912.000000 Penalty: 42121.515625
Iteration 13F: 20 clusters Score -1.018539e+08 nChanged 72905
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 3 contains 191665 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 122153 members 
Mstep: Class 6 contains 4443 members 
Mstep: Class 7 contains 94486 members 
Mstep: Class 8 contains 135227 members 
Mstep: Class 10 contains 22648 members 
Mstep: Class 11 contains 12653 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 165238 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 9039 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 3432 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 11301 members 
Mstep: Class 21 contains 7275 members 
Mstep: Class 23 contains 5460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101933448.000000 Penalty: 42121.515625
Iteration 14F: 20 clusters Score -1.019334e+08 nChanged 57483
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 3 contains 185068 members 
Mstep: Class 4 contains 2577 members 
Mstep: Class 5 contains 119676 members 
Mstep: Class 6 contains 4535 members 
Mstep: Class 7 contains 114679 members 
Mstep: Class 8 contains 113782 members 
Mstep: Class 10 contains 23341 members 
Mstep: Class 11 contains 12321 members 
Mstep: Class 12 contains 6881 members 
Mstep: Class 13 contains 172441 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 8665 members 
Mstep: Class 16 contains 968 members 
Mstep: Class 17 contains 3539 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 11658 members 
Mstep: Class 21 contains 8342 members 
Mstep: Class 23 contains 5381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101979136.000000 Penalty: 42121.515625
Iteration 15F: 20 clusters Score -1.019791e+08 nChanged 51001
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 3 contains 175715 members 
Mstep: Class 4 contains 2534 members 
Mstep: Class 5 contains 119287 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 129507 members 
Mstep: Class 8 contains 96796 members 
Mstep: Class 10 contains 23121 members 
Mstep: Class 11 contains 11843 members 
Mstep: Class 12 contains 6461 members 
Mstep: Class 13 contains 182643 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 8485 members 
Mstep: Class 16 contains 945 members 
Mstep: Class 17 contains 3594 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 12031 members 
Mstep: Class 21 contains 9236 members 
Mstep: Class 23 contains 5326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101994568.000000 Penalty: 42121.515625
Iteration 16F: 20 clusters Score -1.019946e+08 nChanged 44641
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 3 contains 170315 members 
Mstep: Class 4 contains 2491 members 
Mstep: Class 5 contains 119380 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 133821 members 
Mstep: Class 8 contains 92254 members 
Mstep: Class 10 contains 22528 members 
Mstep: Class 11 contains 11290 members 
Mstep: Class 12 contains 6096 members 
Mstep: Class 13 contains 187632 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 8261 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 4851 members 
Mstep: Class 19 contains 12429 members 
Mstep: Class 21 contains 9992 members 
Mstep: Class 23 contains 5249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101991960.000000 Penalty: 42121.515625
Iteration 17F: 20 clusters Score -1.01992e+08 nChanged 38470
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 3 contains 169558 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 120218 members 
Mstep: Class 6 contains 4907 members 
Mstep: Class 7 contains 134418 members 
Mstep: Class 8 contains 91990 members 
Mstep: Class 10 contains 22334 members 
Mstep: Class 11 contains 10649 members 
Mstep: Class 12 contains 5823 members 
Mstep: Class 13 contains 186548 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 8018 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 3649 members 
Mstep: Class 18 contains 4904 members 
Mstep: Class 19 contains 12848 members 
Mstep: Class 21 contains 10654 members 
Mstep: Class 23 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101993440.000000 Penalty: 42121.515625
Iteration 18Q: 20 clusters Score -1.019934e+08 nChanged 29540
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 3 contains 169514 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 5 contains 121405 members 
Mstep: Class 6 contains 5024 members 
Mstep: Class 7 contains 133481 members 
Mstep: Class 8 contains 93545 members 
Mstep: Class 10 contains 22173 members 
Mstep: Class 11 contains 10083 members 
Mstep: Class 12 contains 5641 members 
Mstep: Class 13 contains 184285 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 7740 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 3634 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 13275 members 
Mstep: Class 21 contains 11254 members 
Mstep: Class 23 contains 5016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101997088.000000 Penalty: 42121.515625
Iteration 19Q: 20 clusters Score -1.019971e+08 nChanged 23692
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 3 contains 169295 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 122747 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 131858 members 
Mstep: Class 8 contains 95585 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 182316 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 7523 members 
Mstep: Class 16 contains 888 members 
Mstep: Class 17 contains 3592 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 13692 members 
Mstep: Class 21 contains 11774 members 
Mstep: Class 23 contains 4917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102000312.000000 Penalty: 42121.515625
Iteration 20F: 20 clusters Score -1.020003e+08 nChanged 20286
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 3 contains 168681 members 
Mstep: Class 4 contains 2358 members 
Mstep: Class 5 contains 124029 members 
Mstep: Class 6 contains 5285 members 
Mstep: Class 7 contains 129959 members 
Mstep: Class 8 contains 97598 members 
Mstep: Class 10 contains 22005 members 
Mstep: Class 11 contains 8968 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 181145 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7348 members 
Mstep: Class 16 contains 882 members 
Mstep: Class 17 contains 3502 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 14133 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 23 contains 4850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101999992.000000 Penalty: 42121.515625
Iteration 21Q: 20 clusters Score -1.02e+08 nChanged 18553
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 3 contains 167350 members 
Mstep: Class 4 contains 2320 members 
Mstep: Class 5 contains 125475 members 
Mstep: Class 6 contains 5388 members 
Mstep: Class 7 contains 128298 members 
Mstep: Class 8 contains 98995 members 
Mstep: Class 10 contains 21968 members 
Mstep: Class 11 contains 8473 members 
Mstep: Class 12 contains 5290 members 
Mstep: Class 13 contains 180870 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 7241 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 3430 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 14551 members 
Mstep: Class 21 contains 12670 members 
Mstep: Class 23 contains 4765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101996688.000000 Penalty: 42121.515625
Iteration 22Q: 20 clusters Score -1.019967e+08 nChanged 17293
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 3 contains 165020 members 
Mstep: Class 4 contains 2284 members 
Mstep: Class 5 contains 127275 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 127140 members 
Mstep: Class 8 contains 99461 members 
Mstep: Class 10 contains 21996 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 181458 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 7178 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 14965 members 
Mstep: Class 21 contains 13131 members 
Mstep: Class 23 contains 4686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101987672.000000 Penalty: 42121.515625
Iteration 23Q: 20 clusters Score -1.019877e+08 nChanged 17266
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 3 contains 160956 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 129619 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 126422 members 
Mstep: Class 8 contains 99606 members 
Mstep: Class 10 contains 22130 members 
Mstep: Class 11 contains 7572 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 182920 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7117 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 3350 members 
Mstep: Class 18 contains 4572 members 
Mstep: Class 19 contains 15405 members 
Mstep: Class 21 contains 13681 members 
Mstep: Class 23 contains 4608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101975504.000000 Penalty: 42121.515625
Iteration 24Q: 20 clusters Score -1.019755e+08 nChanged 17737
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 3 contains 155361 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 132528 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 125926 members 
Mstep: Class 8 contains 99640 members 
Mstep: Class 10 contains 22358 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 5120 members 
Mstep: Class 13 contains 184998 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 7087 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 4523 members 
Mstep: Class 19 contains 15798 members 
Mstep: Class 21 contains 14335 members 
Mstep: Class 23 contains 4562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101971936.000000 Penalty: 42121.515625
Iteration 25Q: 20 clusters Score -1.019719e+08 nChanged 17438
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 3 contains 150416 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 135228 members 
Mstep: Class 6 contains 5642 members 
Mstep: Class 7 contains 125670 members 
Mstep: Class 8 contains 99719 members 
Mstep: Class 10 contains 22607 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 5063 members 
Mstep: Class 13 contains 186617 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 7048 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 4462 members 
Mstep: Class 19 contains 16209 members 
Mstep: Class 21 contains 15092 members 
Mstep: Class 23 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101972048.000000 Penalty: 42121.515625
Iteration 26Q: 20 clusters Score -1.01972e+08 nChanged 17062
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 3 contains 146087 members 
Mstep: Class 4 contains 2155 members 
Mstep: Class 5 contains 137739 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 125512 members 
Mstep: Class 8 contains 99747 members 
Mstep: Class 10 contains 22866 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 5010 members 
Mstep: Class 13 contains 187865 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 7004 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 3407 members 
Mstep: Class 18 contains 4383 members 
Mstep: Class 19 contains 16580 members 
Mstep: Class 21 contains 16015 members 
Mstep: Class 23 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101972376.000000 Penalty: 42121.515625
Iteration 27Q: 20 clusters Score -1.019724e+08 nChanged 16868
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 3 contains 141703 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 140323 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 125425 members 
Mstep: Class 8 contains 99816 members 
Mstep: Class 10 contains 23100 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 4985 members 
Mstep: Class 13 contains 189023 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 6972 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 3420 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 16925 members 
Mstep: Class 21 contains 17108 members 
Mstep: Class 23 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101974224.000000 Penalty: 42121.515625
Iteration 28Q: 20 clusters Score -1.019742e+08 nChanged 16817
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 3 contains 137373 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 142884 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 125495 members 
Mstep: Class 8 contains 99828 members 
Mstep: Class 10 contains 23284 members 
Mstep: Class 11 contains 5868 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 13 contains 190053 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 6953 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 3430 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 19 contains 17230 members 
Mstep: Class 21 contains 18446 members 
Mstep: Class 23 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101977504.000000 Penalty: 42121.515625
Iteration 29Q: 20 clusters Score -1.019775e+08 nChanged 16718
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 3 contains 133270 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 145422 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 125582 members 
Mstep: Class 8 contains 99913 members 
Mstep: Class 10 contains 23482 members 
Mstep: Class 11 contains 5652 members 
Mstep: Class 12 contains 4862 members 
Mstep: Class 13 contains 190843 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 6912 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 17514 members 
Mstep: Class 21 contains 20022 members 
Mstep: Class 23 contains 4350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101981736.000000 Penalty: 42121.515625
Iteration 30Q: 20 clusters Score -1.019817e+08 nChanged 16490
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 3 contains 129636 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 147770 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 125523 members 
Mstep: Class 8 contains 100184 members 
Mstep: Class 10 contains 23687 members 
Mstep: Class 11 contains 5492 members 
Mstep: Class 12 contains 4789 members 
Mstep: Class 13 contains 191269 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3441 members 
Mstep: Class 18 contains 4023 members 
Mstep: Class 19 contains 17768 members 
Mstep: Class 21 contains 21712 members 
Mstep: Class 23 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101986616.000000 Penalty: 42121.515625
Iteration 31Q: 20 clusters Score -1.019866e+08 nChanged 16174
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 3 contains 126265 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 149873 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 125328 members 
Mstep: Class 8 contains 100524 members 
Mstep: Class 10 contains 23924 members 
Mstep: Class 11 contains 5387 members 
Mstep: Class 12 contains 4719 members 
Mstep: Class 13 contains 191638 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3440 members 
Mstep: Class 18 contains 3930 members 
Mstep: Class 19 contains 17961 members 
Mstep: Class 21 contains 23601 members 
Mstep: Class 23 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101993080.000000 Penalty: 42121.515625
Iteration 32Q: 20 clusters Score -1.019931e+08 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 3 contains 123298 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 151656 members 
Mstep: Class 6 contains 5496 members 
Mstep: Class 7 contains 125042 members 
Mstep: Class 8 contains 100856 members 
Mstep: Class 10 contains 24160 members 
Mstep: Class 11 contains 5292 members 
Mstep: Class 12 contains 4628 members 
Mstep: Class 13 contains 191919 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 3854 members 
Mstep: Class 19 contains 18126 members 
Mstep: Class 21 contains 25557 members 
Mstep: Class 23 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101998840.000000 Penalty: 42121.515625
Iteration 33Q: 20 clusters Score -1.019988e+08 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 3 contains 120714 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 153142 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 124667 members 
Mstep: Class 8 contains 101167 members 
Mstep: Class 10 contains 24413 members 
Mstep: Class 11 contains 5272 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 191941 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 18211 members 
Mstep: Class 21 contains 27610 members 
Mstep: Class 23 contains 4214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102005584.000000 Penalty: 42121.515625
Iteration 34Q: 20 clusters Score -1.020056e+08 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 3 contains 118368 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 154403 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 124070 members 
Mstep: Class 8 contains 101494 members 
Mstep: Class 10 contains 24704 members 
Mstep: Class 11 contains 5256 members 
Mstep: Class 12 contains 4437 members 
Mstep: Class 13 contains 191922 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 6788 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3468 members 
Mstep: Class 18 contains 3742 members 
Mstep: Class 19 contains 18267 members 
Mstep: Class 21 contains 29711 members 
Mstep: Class 23 contains 4189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102012728.000000 Penalty: 42121.515625
Iteration 35Q: 20 clusters Score -1.020127e+08 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 3 contains 116278 members 
Mstep: Class 4 contains 2131 members 
Mstep: Class 5 contains 155337 members 
Mstep: Class 6 contains 5545 members 
Mstep: Class 7 contains 123311 members 
Mstep: Class 8 contains 101834 members 
Mstep: Class 10 contains 24983 members 
Mstep: Class 11 contains 5242 members 
Mstep: Class 12 contains 4353 members 
Mstep: Class 13 contains 191949 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 19 contains 18308 members 
Mstep: Class 21 contains 31752 members 
Mstep: Class 23 contains 4170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102017336.000000 Penalty: 42121.515625
Iteration 36Q: 20 clusters Score -1.020173e+08 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 3 contains 114503 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 155853 members 
Mstep: Class 6 contains 5575 members 
Mstep: Class 7 contains 122437 members 
Mstep: Class 8 contains 102178 members 
Mstep: Class 10 contains 25211 members 
Mstep: Class 11 contains 5227 members 
Mstep: Class 12 contains 4257 members 
Mstep: Class 13 contains 192006 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 18 contains 3638 members 
Mstep: Class 19 contains 18342 members 
Mstep: Class 21 contains 33763 members 
Mstep: Class 23 contains 4164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102022168.000000 Penalty: 42121.515625
Iteration 37Q: 20 clusters Score -1.020222e+08 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 3 contains 113017 members 
Mstep: Class 4 contains 2112 members 
Mstep: Class 5 contains 156062 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 121583 members 
Mstep: Class 8 contains 102292 members 
Mstep: Class 10 contains 25487 members 
Mstep: Class 11 contains 5218 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 191995 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 6718 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3449 members 
Mstep: Class 18 contains 3603 members 
Mstep: Class 19 contains 18371 members 
Mstep: Class 21 contains 35833 members 
Mstep: Class 23 contains 4162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102028104.000000 Penalty: 42121.515625
Iteration 38Q: 20 clusters Score -1.020281e+08 nChanged 9894
Entering ConstructFrom: 
Score: -102028104.000000 Penalty: 42121.515625
Entering ConstructFrom: 
Trying to split cluster 1 (39687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Entering Unmasked Estep 
Score: -4767747.000000 Penalty: 1720.676514
	Iteration 0F: 2 clusters Score -4767747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4741172.000000 Penalty: 3441.353027
	Iteration 0F: 3 clusters Score -4741172 nChanged 18471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -4751814.500000 Penalty: 3441.353027
	Iteration 1F: 3 clusters Score -4751814 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4752887.500000 Penalty: 3441.353027
	Iteration 2Q: 3 clusters Score -4752888 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -4754554.000000 Penalty: 3441.353027
	Iteration 3F: 3 clusters Score -4754554 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -4757227.500000 Penalty: 3441.353027
	Iteration 4F: 3 clusters Score -4757228 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4760007.500000 Penalty: 3441.353027
	Iteration 5F: 3 clusters Score -4760008 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4762357.500000 Penalty: 3441.353027
	Iteration 6F: 3 clusters Score -4762358 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -4763887.000000 Penalty: 3441.353027
	Iteration 7F: 3 clusters Score -4763887 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4764738.000000 Penalty: 3441.353027
	Iteration 8Q: 3 clusters Score -4764738 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4765216.000000 Penalty: 3441.353027
	Iteration 9Q: 3 clusters Score -4765216 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4765504.500000 Penalty: 3441.353027
	Iteration 10Q: 3 clusters Score -4765504 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -4765677.500000 Penalty: 3441.353027
	Iteration 11Q: 3 clusters Score -4765678 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -4765787.500000 Penalty: 3441.353027
	Iteration 12Q: 3 clusters Score -4765788 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -4765863.500000 Penalty: 3441.353027
	Iteration 13Q: 3 clusters Score -4765864 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -4765913.500000 Penalty: 3441.353027
	Iteration 14Q: 3 clusters Score -4765914 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -4765937.500000 Penalty: 3441.353027
	Iteration 15Q: 3 clusters Score -4765938 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -4765952.000000 Penalty: 3441.353027
	Iteration 16Q: 3 clusters Score -4765952 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -4765974.500000 Penalty: 3441.353027
	Iteration 17Q: 3 clusters Score -4765974 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -4766002.000000 Penalty: 3441.353027
	Iteration 18Q: 3 clusters Score -4766002 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4766002.500000 Penalty: 3441.353027
	Iteration 19Q: 3 clusters Score -4766002 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -4766018.500000 Penalty: 3441.353027
	Iteration 20F: 3 clusters Score -4766018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -4766028.000000 Penalty: 3441.353027
	Iteration 21Q: 3 clusters Score -4766028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4766040.000000 Penalty: 3441.353027
	Iteration 22Q: 3 clusters Score -4766040 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -4766052.000000 Penalty: 3441.353027
	Iteration 23Q: 3 clusters Score -4766052 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4766062.000000 Penalty: 3441.353027
	Iteration 24Q: 3 clusters Score -4766062 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -4766058.000000 Penalty: 3441.353027
	Iteration 25Q: 3 clusters Score -4766058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -4766061.500000 Penalty: 3441.353027
	Iteration 26Q: 3 clusters Score -4766062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -4766075.000000 Penalty: 3441.353027
	Iteration 27Q: 3 clusters Score -4766075 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -4766071.500000 Penalty: 3441.353027
	Iteration 28Q: 3 clusters Score -4766072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -4766089.500000 Penalty: 3441.353027
	Iteration 29Q: 3 clusters Score -4766090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -4766083.000000 Penalty: 3441.353027
	Iteration 30Q: 3 clusters Score -4766083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -4766088.500000 Penalty: 3441.353027
	Iteration 31Q: 3 clusters Score -4766088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4766089.000000 Penalty: 3441.353027
	Iteration 32Q: 3 clusters Score -4766089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4766094.500000 Penalty: 3441.353027
	Iteration 33Q: 3 clusters Score -4766094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -4766087.500000 Penalty: 3441.353027
	Iteration 34Q: 3 clusters Score -4766088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4766090.500000 Penalty: 3441.353027
	Iteration 35Q: 3 clusters Score -4766090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -4766088.500000 Penalty: 3441.353027
	Iteration 36Q: 3 clusters Score -4766088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4766092.500000 Penalty: 3441.353027
	Iteration 37Q: 3 clusters Score -4766092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4766087.500000 Penalty: 3441.353027
	Iteration 38Q: 3 clusters Score -4766088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4766092.000000 Penalty: 3441.353027
	Iteration 39Q: 3 clusters Score -4766092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4766091.000000 Penalty: 3441.353027
	Iteration 40F: 3 clusters Score -4766091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -4766090.000000 Penalty: 3441.353027
	Iteration 41Q: 3 clusters Score -4766090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -4766092.000000 Penalty: 3441.353027
	Iteration 42Q: 3 clusters Score -4766092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -4766089.500000 Penalty: 3441.353027
	Iteration 43Q: 3 clusters Score -4766090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -4766091.000000 Penalty: 3441.353027
	Iteration 44Q: 3 clusters Score -4766091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4766089.500000 Penalty: 3441.353027
	Iteration 45Q: 3 clusters Score -4766090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4766089.500000 Penalty: 3441.353027
	Iteration 46Q: 3 clusters Score -4766090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4766095.500000 Penalty: 3441.353027
	Iteration 47Q: 3 clusters Score -4766096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4766107.500000 Penalty: 3441.353027
	Iteration 48Q: 3 clusters Score -4766108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -4766098.500000 Penalty: 3441.353027
	Iteration 49Q: 3 clusters Score -4766098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -4766102.000000 Penalty: 3441.353027
	Iteration 50Q: 3 clusters Score -4766102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4766105.000000 Penalty: 3441.353027
	Iteration 51Q: 3 clusters Score -4766105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4766104.500000 Penalty: 3441.353027
	Iteration 52Q: 3 clusters Score -4766104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4766110.500000 Penalty: 3441.353027
	Iteration 53Q: 3 clusters Score -4766110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -4766108.000000 Penalty: 3441.353027
	Iteration 54Q: 3 clusters Score -4766108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -4766102.500000 Penalty: 3441.353027
	Iteration 55Q: 3 clusters Score -4766102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4766105.000000 Penalty: 3441.353027
	Iteration 56Q: 3 clusters Score -4766105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4766102.500000 Penalty: 3441.353027
	Iteration 57Q: 3 clusters Score -4766102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4766106.500000 Penalty: 3441.353027
	Iteration 58Q: 3 clusters Score -4766106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4766110.500000 Penalty: 3441.353027
	Iteration 59Q: 3 clusters Score -4766110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -4766111.500000 Penalty: 3441.353027
	Iteration 60F: 3 clusters Score -4766112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4766120.500000 Penalty: 3441.353027
	Iteration 61Q: 3 clusters Score -4766120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4766114.500000 Penalty: 3441.353027
	Iteration 62Q: 3 clusters Score -4766114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -4766119.000000 Penalty: 3441.353027
	Iteration 63Q: 3 clusters Score -4766119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -4766127.000000 Penalty: 3441.353027
	Iteration 64Q: 3 clusters Score -4766127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -4766122.500000 Penalty: 3441.353027
	Iteration 65Q: 3 clusters Score -4766122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4766126.000000 Penalty: 3441.353027
	Iteration 66Q: 3 clusters Score -4766126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4766137.000000 Penalty: 3441.353027
	Iteration 67Q: 3 clusters Score -4766137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4766140.500000 Penalty: 3441.353027
	Iteration 68Q: 3 clusters Score -4766140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -4766133.500000 Penalty: 3441.353027
	Iteration 69Q: 3 clusters Score -4766134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4766138.500000 Penalty: 3441.353027
	Iteration 70Q: 3 clusters Score -4766138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4766134.500000 Penalty: 3441.353027
	Iteration 71Q: 3 clusters Score -4766134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -4766145.500000 Penalty: 3441.353027
	Iteration 72Q: 3 clusters Score -4766146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4766144.000000 Penalty: 3441.353027
	Iteration 73Q: 3 clusters Score -4766144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4766132.500000 Penalty: 3441.353027
	Iteration 74Q: 3 clusters Score -4766132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4766134.500000 Penalty: 3441.353027
	Iteration 75Q: 3 clusters Score -4766134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -4766129.500000 Penalty: 3441.353027
	Iteration 76Q: 3 clusters Score -4766130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -4766134.000000 Penalty: 3441.353027
	Iteration 77Q: 3 clusters Score -4766134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4766155.000000 Penalty: 3441.353027
	Iteration 78Q: 3 clusters Score -4766155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4766147.500000 Penalty: 3441.353027
	Iteration 79Q: 3 clusters Score -4766148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4766143.500000 Penalty: 3441.353027
	Iteration 80F: 3 clusters Score -4766144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -4766160.500000 Penalty: 3441.353027
	Iteration 81Q: 3 clusters Score -4766160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -4766154.000000 Penalty: 3441.353027
	Iteration 82Q: 3 clusters Score -4766154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4766152.500000 Penalty: 3441.353027
	Iteration 83Q: 3 clusters Score -4766152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4766161.000000 Penalty: 3441.353027
	Iteration 84Q: 3 clusters Score -4766161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -4766155.500000 Penalty: 3441.353027
	Iteration 85Q: 3 clusters Score -4766156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4766159.000000 Penalty: 3441.353027
	Iteration 86Q: 3 clusters Score -4766159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4766164.000000 Penalty: 3441.353027
	Iteration 87Q: 3 clusters Score -4766164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4766156.000000 Penalty: 3441.353027
	Iteration 88Q: 3 clusters Score -4766156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4766152.000000 Penalty: 3441.353027
	Iteration 89Q: 3 clusters Score -4766152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -4766154.500000 Penalty: 3441.353027
	Iteration 90Q: 3 clusters Score -4766154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4766159.500000 Penalty: 3441.353027
	Iteration 91Q: 3 clusters Score -4766160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -4766159.500000 Penalty: 3441.353027
	Iteration 92Q: 3 clusters Score -4766160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4766163.000000 Penalty: 3441.353027
	Iteration 93Q: 3 clusters Score -4766163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4766165.500000 Penalty: 3441.353027
	Iteration 94Q: 3 clusters Score -4766166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -4766169.500000 Penalty: 3441.353027
	Iteration 95Q: 3 clusters Score -4766170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4766171.500000 Penalty: 3441.353027
	Iteration 96Q: 3 clusters Score -4766172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4766168.500000 Penalty: 3441.353027
	Iteration 97Q: 3 clusters Score -4766168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4766176.000000 Penalty: 3441.353027
	Iteration 98Q: 3 clusters Score -4766176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -4766172.000000 Penalty: 3441.353027
	Iteration 99Q: 3 clusters Score -4766172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -4766169.000000 Penalty: 3441.353027
	Iteration 100F: 3 clusters Score -4766169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4766171.500000 Penalty: 3441.353027
	Iteration 101Q: 3 clusters Score -4766172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -4766175.000000 Penalty: 3441.353027
	Iteration 102Q: 3 clusters Score -4766175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -4766166.000000 Penalty: 3441.353027
	Iteration 103Q: 3 clusters Score -4766166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -4766165.500000 Penalty: 3441.353027
	Iteration 104Q: 3 clusters Score -4766166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4766161.000000 Penalty: 3441.353027
	Iteration 105Q: 3 clusters Score -4766161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4766157.000000 Penalty: 3441.353027
	Iteration 106Q: 3 clusters Score -4766157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4766155.000000 Penalty: 3441.353027
	Iteration 107Q: 3 clusters Score -4766155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4766155.000000 Penalty: 3441.353027
	Iteration 108F: 3 clusters Score -4766155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (111820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111820 members 
Entering Unmasked Estep 
Score: -13965901.000000 Penalty: 1889.004883
	Iteration 0F: 2 clusters Score -1.39659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -13915850.000000 Penalty: 3778.009766
	Iteration 0F: 3 clusters Score -1.391585e+07 nChanged 53407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -13947164.000000 Penalty: 3778.009766
	Iteration 1F: 3 clusters Score -1.394716e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -13948311.000000 Penalty: 3778.009766
	Iteration 2Q: 3 clusters Score -1.394831e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -13950068.000000 Penalty: 3778.009766
	Iteration 3Q: 3 clusters Score -1.395007e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -13952304.000000 Penalty: 3778.009766
	Iteration 4Q: 3 clusters Score -1.39523e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -13955683.000000 Penalty: 3778.009766
	Iteration 5F: 3 clusters Score -1.395568e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -13960307.000000 Penalty: 3778.009766
	Iteration 6F: 3 clusters Score -1.396031e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -13965996.000000 Penalty: 3778.009766
	Iteration 7F: 3 clusters Score -1.3966e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -13970836.000000 Penalty: 3778.009766
	Iteration 8F: 3 clusters Score -1.397084e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -13973454.000000 Penalty: 3778.009766
	Iteration 9Q: 3 clusters Score -1.397345e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -13974707.000000 Penalty: 3778.009766
	Iteration 10Q: 3 clusters Score -1.397471e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -13975580.000000 Penalty: 3778.009766
	Iteration 11Q: 3 clusters Score -1.397558e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -13975917.000000 Penalty: 3778.009766
	Iteration 12Q: 3 clusters Score -1.397592e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -13976094.000000 Penalty: 3778.009766
	Iteration 13Q: 3 clusters Score -1.397609e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -13976078.000000 Penalty: 3778.009766
	Iteration 14Q: 3 clusters Score -1.397608e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -13976036.000000 Penalty: 3778.009766
	Iteration 15Q: 3 clusters Score -1.397604e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -13975866.000000 Penalty: 3778.009766
	Iteration 16Q: 3 clusters Score -1.397587e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -13975698.000000 Penalty: 3778.009766
	Iteration 17Q: 3 clusters Score -1.39757e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90199 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -13975485.000000 Penalty: 3778.009766
	Iteration 18Q: 3 clusters Score -1.397548e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -13975370.000000 Penalty: 3778.009766
	Iteration 19Q: 3 clusters Score -1.397537e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -13975224.000000 Penalty: 3778.009766
	Iteration 20F: 3 clusters Score -1.397522e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -13975046.000000 Penalty: 3778.009766
	Iteration 21Q: 3 clusters Score -1.397505e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -13974847.000000 Penalty: 3778.009766
	Iteration 22Q: 3 clusters Score -1.397485e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -13974669.000000 Penalty: 3778.009766
	Iteration 23Q: 3 clusters Score -1.397467e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -13974521.000000 Penalty: 3778.009766
	Iteration 24Q: 3 clusters Score -1.397452e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -13974494.000000 Penalty: 3778.009766
	Iteration 25Q: 3 clusters Score -1.397449e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93067 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -13974508.000000 Penalty: 3778.009766
	Iteration 26Q: 3 clusters Score -1.397451e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -13974539.000000 Penalty: 3778.009766
	Iteration 27Q: 3 clusters Score -1.397454e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -13974638.000000 Penalty: 3778.009766
	Iteration 28Q: 3 clusters Score -1.397464e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -13974705.000000 Penalty: 3778.009766
	Iteration 29Q: 3 clusters Score -1.39747e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -13974784.000000 Penalty: 3778.009766
	Iteration 30Q: 3 clusters Score -1.397478e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -13974787.000000 Penalty: 3778.009766
	Iteration 31Q: 3 clusters Score -1.397479e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -13974843.000000 Penalty: 3778.009766
	Iteration 32Q: 3 clusters Score -1.397484e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -13974904.000000 Penalty: 3778.009766
	Iteration 33Q: 3 clusters Score -1.39749e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -13974938.000000 Penalty: 3778.009766
	Iteration 34Q: 3 clusters Score -1.397494e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -13974970.000000 Penalty: 3778.009766
	Iteration 35Q: 3 clusters Score -1.397497e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -13975044.000000 Penalty: 3778.009766
	Iteration 36Q: 3 clusters Score -1.397504e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -13975038.000000 Penalty: 3778.009766
	Iteration 37Q: 3 clusters Score -1.397504e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -13975039.000000 Penalty: 3778.009766
	Iteration 38Q: 3 clusters Score -1.397504e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -13975089.000000 Penalty: 3778.009766
	Iteration 39Q: 3 clusters Score -1.397509e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -13975142.000000 Penalty: 3778.009766
	Iteration 40F: 3 clusters Score -1.397514e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92773 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -13975233.000000 Penalty: 3778.009766
	Iteration 41Q: 3 clusters Score -1.397523e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92669 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -13975322.000000 Penalty: 3778.009766
	Iteration 42Q: 3 clusters Score -1.397532e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92559 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -13975394.000000 Penalty: 3778.009766
	Iteration 43Q: 3 clusters Score -1.397539e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -13975458.000000 Penalty: 3778.009766
	Iteration 44Q: 3 clusters Score -1.397546e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -13975533.000000 Penalty: 3778.009766
	Iteration 45Q: 3 clusters Score -1.397553e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92308 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -13975606.000000 Penalty: 3778.009766
	Iteration 46Q: 3 clusters Score -1.397561e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92224 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -13975692.000000 Penalty: 3778.009766
	Iteration 47Q: 3 clusters Score -1.397569e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -13975725.000000 Penalty: 3778.009766
	Iteration 48Q: 3 clusters Score -1.397572e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92097 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -13975812.000000 Penalty: 3778.009766
	Iteration 49Q: 3 clusters Score -1.397581e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -13975847.000000 Penalty: 3778.009766
	Iteration 50Q: 3 clusters Score -1.397585e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -13975921.000000 Penalty: 3778.009766
	Iteration 51Q: 3 clusters Score -1.397592e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -13976058.000000 Penalty: 3778.009766
	Iteration 52Q: 3 clusters Score -1.397606e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -13976068.000000 Penalty: 3778.009766
	Iteration 53Q: 3 clusters Score -1.397607e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -13976103.000000 Penalty: 3778.009766
	Iteration 54Q: 3 clusters Score -1.39761e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -13976129.000000 Penalty: 3778.009766
	Iteration 55Q: 3 clusters Score -1.397613e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -13976179.000000 Penalty: 3778.009766
	Iteration 56Q: 3 clusters Score -1.397618e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -13976146.000000 Penalty: 3778.009766
	Iteration 57Q: 3 clusters Score -1.397615e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -13976177.000000 Penalty: 3778.009766
	Iteration 58Q: 3 clusters Score -1.397618e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -13976153.000000 Penalty: 3778.009766
	Iteration 59Q: 3 clusters Score -1.397615e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -13976155.000000 Penalty: 3778.009766
	Iteration 60F: 3 clusters Score -1.397616e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91869 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -13976171.000000 Penalty: 3778.009766
	Iteration 61Q: 3 clusters Score -1.397617e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91872 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -13976235.000000 Penalty: 3778.009766
	Iteration 62Q: 3 clusters Score -1.397624e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -13976206.000000 Penalty: 3778.009766
	Iteration 63Q: 3 clusters Score -1.397621e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -13976242.000000 Penalty: 3778.009766
	Iteration 64Q: 3 clusters Score -1.397624e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -13976300.000000 Penalty: 3778.009766
	Iteration 65Q: 3 clusters Score -1.39763e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -13976334.000000 Penalty: 3778.009766
	Iteration 66Q: 3 clusters Score -1.397633e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -13976390.000000 Penalty: 3778.009766
	Iteration 67Q: 3 clusters Score -1.397639e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -13976465.000000 Penalty: 3778.009766
	Iteration 68Q: 3 clusters Score -1.397646e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -13976473.000000 Penalty: 3778.009766
	Iteration 69Q: 3 clusters Score -1.397647e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -13976506.000000 Penalty: 3778.009766
	Iteration 70Q: 3 clusters Score -1.397651e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -13976580.000000 Penalty: 3778.009766
	Iteration 71Q: 3 clusters Score -1.397658e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -13976582.000000 Penalty: 3778.009766
	Iteration 72Q: 3 clusters Score -1.397658e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -13976623.000000 Penalty: 3778.009766
	Iteration 73Q: 3 clusters Score -1.397662e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -13976670.000000 Penalty: 3778.009766
	Iteration 74Q: 3 clusters Score -1.397667e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91586 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -13976730.000000 Penalty: 3778.009766
	Iteration 75Q: 3 clusters Score -1.397673e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -13976720.000000 Penalty: 3778.009766
	Iteration 76Q: 3 clusters Score -1.397672e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -13976793.000000 Penalty: 3778.009766
	Iteration 77Q: 3 clusters Score -1.397679e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -13976838.000000 Penalty: 3778.009766
	Iteration 78Q: 3 clusters Score -1.397684e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91370 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -13976880.000000 Penalty: 3778.009766
	Iteration 79Q: 3 clusters Score -1.397688e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -13976947.000000 Penalty: 3778.009766
	Iteration 80F: 3 clusters Score -1.397695e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -13976971.000000 Penalty: 3778.009766
	Iteration 81Q: 3 clusters Score -1.397697e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -13976991.000000 Penalty: 3778.009766
	Iteration 82Q: 3 clusters Score -1.397699e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91252 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -13977070.000000 Penalty: 3778.009766
	Iteration 83Q: 3 clusters Score -1.397707e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -13977076.000000 Penalty: 3778.009766
	Iteration 84Q: 3 clusters Score -1.397708e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -13977124.000000 Penalty: 3778.009766
	Iteration 85Q: 3 clusters Score -1.397712e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -13977188.000000 Penalty: 3778.009766
	Iteration 86Q: 3 clusters Score -1.397719e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -13977235.000000 Penalty: 3778.009766
	Iteration 87Q: 3 clusters Score -1.397724e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -13977244.000000 Penalty: 3778.009766
	Iteration 88Q: 3 clusters Score -1.397724e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -13977247.000000 Penalty: 3778.009766
	Iteration 89Q: 3 clusters Score -1.397725e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -13977255.000000 Penalty: 3778.009766
	Iteration 90Q: 3 clusters Score -1.397726e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -13977238.000000 Penalty: 3778.009766
	Iteration 91Q: 3 clusters Score -1.397724e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -13977232.000000 Penalty: 3778.009766
	Iteration 92Q: 3 clusters Score -1.397723e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -13977276.000000 Penalty: 3778.009766
	Iteration 93Q: 3 clusters Score -1.397728e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -13977279.000000 Penalty: 3778.009766
	Iteration 94Q: 3 clusters Score -1.397728e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -13977297.000000 Penalty: 3778.009766
	Iteration 95Q: 3 clusters Score -1.39773e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91298 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -13977312.000000 Penalty: 3778.009766
	Iteration 96Q: 3 clusters Score -1.397731e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -13977277.000000 Penalty: 3778.009766
	Iteration 97Q: 3 clusters Score -1.397728e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91315 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -13977271.000000 Penalty: 3778.009766
	Iteration 98Q: 3 clusters Score -1.397727e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -13977279.000000 Penalty: 3778.009766
	Iteration 99Q: 3 clusters Score -1.397728e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -13977290.000000 Penalty: 3778.009766
	Iteration 100F: 3 clusters Score -1.397729e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -13977302.000000 Penalty: 3778.009766
	Iteration 101Q: 3 clusters Score -1.39773e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -13977310.000000 Penalty: 3778.009766
	Iteration 102Q: 3 clusters Score -1.397731e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -13977312.000000 Penalty: 3778.009766
	Iteration 103Q: 3 clusters Score -1.397731e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -13977285.000000 Penalty: 3778.009766
	Iteration 104Q: 3 clusters Score -1.397728e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -13977302.000000 Penalty: 3778.009766
	Iteration 105Q: 3 clusters Score -1.39773e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -13977293.000000 Penalty: 3778.009766
	Iteration 106Q: 3 clusters Score -1.397729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -13977288.000000 Penalty: 3778.009766
	Iteration 107Q: 3 clusters Score -1.397729e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -13977288.000000 Penalty: 3778.009766
	Iteration 108Q: 3 clusters Score -1.397729e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -13977289.000000 Penalty: 3778.009766
	Iteration 109Q: 3 clusters Score -1.397729e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -13977295.000000 Penalty: 3778.009766
	Iteration 110Q: 3 clusters Score -1.39773e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91315 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -13977332.000000 Penalty: 3778.009766
	Iteration 111Q: 3 clusters Score -1.397733e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91328 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -13977326.000000 Penalty: 3778.009766
	Iteration 112Q: 3 clusters Score -1.397733e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -13977329.000000 Penalty: 3778.009766
	Iteration 113Q: 3 clusters Score -1.397733e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -13977313.000000 Penalty: 3778.009766
	Iteration 114Q: 3 clusters Score -1.397731e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91382 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -13977288.000000 Penalty: 3778.009766
	Iteration 115Q: 3 clusters Score -1.397729e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -13977278.000000 Penalty: 3778.009766
	Iteration 116Q: 3 clusters Score -1.397728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -13977294.000000 Penalty: 3778.009766
	Iteration 117Q: 3 clusters Score -1.397729e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -13977296.000000 Penalty: 3778.009766
	Iteration 118Q: 3 clusters Score -1.39773e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -13977313.000000 Penalty: 3778.009766
	Iteration 119Q: 3 clusters Score -1.397731e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -13977318.000000 Penalty: 3778.009766
	Iteration 120F: 3 clusters Score -1.397732e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -13977313.000000 Penalty: 3778.009766
	Iteration 121Q: 3 clusters Score -1.397731e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -13977331.000000 Penalty: 3778.009766
	Iteration 122Q: 3 clusters Score -1.397733e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -13977357.000000 Penalty: 3778.009766
	Iteration 123Q: 3 clusters Score -1.397736e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -13977356.000000 Penalty: 3778.009766
	Iteration 124Q: 3 clusters Score -1.397736e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91309 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -13977363.000000 Penalty: 3778.009766
	Iteration 125Q: 3 clusters Score -1.397736e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -13977366.000000 Penalty: 3778.009766
	Iteration 126Q: 3 clusters Score -1.397737e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -13977360.000000 Penalty: 3778.009766
	Iteration 127Q: 3 clusters Score -1.397736e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -13977383.000000 Penalty: 3778.009766
	Iteration 128Q: 3 clusters Score -1.397738e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -13977387.000000 Penalty: 3778.009766
	Iteration 129Q: 3 clusters Score -1.397739e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -13977375.000000 Penalty: 3778.009766
	Iteration 130Q: 3 clusters Score -1.397738e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -13977387.000000 Penalty: 3778.009766
	Iteration 131Q: 3 clusters Score -1.397739e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -13977372.000000 Penalty: 3778.009766
	Iteration 132Q: 3 clusters Score -1.397737e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91278 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -13977398.000000 Penalty: 3778.009766
	Iteration 133Q: 3 clusters Score -1.39774e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -13977435.000000 Penalty: 3778.009766
	Iteration 134Q: 3 clusters Score -1.397744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -13977426.000000 Penalty: 3778.009766
	Iteration 135Q: 3 clusters Score -1.397743e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91276 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -13977413.000000 Penalty: 3778.009766
	Iteration 136Q: 3 clusters Score -1.397741e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -13977423.000000 Penalty: 3778.009766
	Iteration 137Q: 3 clusters Score -1.397742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -13977423.000000 Penalty: 3778.009766
	Iteration 138Q: 3 clusters Score -1.397742e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -13977402.000000 Penalty: 3778.009766
	Iteration 139Q: 3 clusters Score -1.39774e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -13977391.000000 Penalty: 3778.009766
	Iteration 140F: 3 clusters Score -1.397739e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -13977391.000000 Penalty: 3778.009766
	Iteration 141Q: 3 clusters Score -1.397739e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -13977408.000000 Penalty: 3778.009766
	Iteration 142Q: 3 clusters Score -1.397741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -13977403.000000 Penalty: 3778.009766
	Iteration 143Q: 3 clusters Score -1.39774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -13977418.000000 Penalty: 3778.009766
	Iteration 144Q: 3 clusters Score -1.397742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -13977419.000000 Penalty: 3778.009766
	Iteration 145Q: 3 clusters Score -1.397742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -13977426.000000 Penalty: 3778.009766
	Iteration 146Q: 3 clusters Score -1.397743e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -13977452.000000 Penalty: 3778.009766
	Iteration 147Q: 3 clusters Score -1.397745e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -13977451.000000 Penalty: 3778.009766
	Iteration 148Q: 3 clusters Score -1.397745e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -13977429.000000 Penalty: 3778.009766
	Iteration 149Q: 3 clusters Score -1.397743e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -13977444.000000 Penalty: 3778.009766
	Iteration 150Q: 3 clusters Score -1.397744e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -13977444.000000 Penalty: 3778.009766
	Iteration 151Q: 3 clusters Score -1.397744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -13977442.000000 Penalty: 3778.009766
	Iteration 152Q: 3 clusters Score -1.397744e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91385 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -13977435.000000 Penalty: 3778.009766
	Iteration 153Q: 3 clusters Score -1.397744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -13977448.000000 Penalty: 3778.009766
	Iteration 154Q: 3 clusters Score -1.397745e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -13977444.000000 Penalty: 3778.009766
	Iteration 155Q: 3 clusters Score -1.397744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -13977452.000000 Penalty: 3778.009766
	Iteration 156Q: 3 clusters Score -1.397745e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -13977456.000000 Penalty: 3778.009766
	Iteration 157Q: 3 clusters Score -1.397746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -13977477.000000 Penalty: 3778.009766
	Iteration 158Q: 3 clusters Score -1.397748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -13977484.000000 Penalty: 3778.009766
	Iteration 159Q: 3 clusters Score -1.397748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -13977475.000000 Penalty: 3778.009766
	Iteration 160F: 3 clusters Score -1.397748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -13977485.000000 Penalty: 3778.009766
	Iteration 161Q: 3 clusters Score -1.397748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -13977493.000000 Penalty: 3778.009766
	Iteration 162Q: 3 clusters Score -1.397749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -13977488.000000 Penalty: 3778.009766
	Iteration 163Q: 3 clusters Score -1.397749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -13977502.000000 Penalty: 3778.009766
	Iteration 164Q: 3 clusters Score -1.39775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -13977479.000000 Penalty: 3778.009766
	Iteration 165Q: 3 clusters Score -1.397748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -13977500.000000 Penalty: 3778.009766
	Iteration 166Q: 3 clusters Score -1.39775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -13977487.000000 Penalty: 3778.009766
	Iteration 167Q: 3 clusters Score -1.397749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -13977476.000000 Penalty: 3778.009766
	Iteration 168Q: 3 clusters Score -1.397748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -13977490.000000 Penalty: 3778.009766
	Iteration 169Q: 3 clusters Score -1.397749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -13977487.000000 Penalty: 3778.009766
	Iteration 170Q: 3 clusters Score -1.397749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -13977483.000000 Penalty: 3778.009766
	Iteration 171Q: 3 clusters Score -1.397748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -13977474.000000 Penalty: 3778.009766
	Iteration 172Q: 3 clusters Score -1.397747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -13977481.000000 Penalty: 3778.009766
	Iteration 173Q: 3 clusters Score -1.397748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -13977469.000000 Penalty: 3778.009766
	Iteration 174Q: 3 clusters Score -1.397747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -13977471.000000 Penalty: 3778.009766
	Iteration 175Q: 3 clusters Score -1.397747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -13977471.000000 Penalty: 3778.009766
	Iteration 176F: 3 clusters Score -1.397747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 2102 members 
Mstep: Class 5 contains 155952 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 120706 members 
Mstep: Class 8 contains 102419 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 191949 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 23 contains 4158 members 
Entering Unmasked Estep 
Score: -102043848.000000 Penalty: 44338.437500
Splitting cluster 3 changes total score from -102028104.000000 to -102043848.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -234976.687500 Penalty: 1243.229736
	Iteration 0F: 2 clusters Score -234976.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -232893.687500 Penalty: 2486.459473
	Iteration 0F: 3 clusters Score -232893.7 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -233780.015625 Penalty: 2486.459473
	Iteration 1F: 3 clusters Score -233780 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -234500.734375 Penalty: 2486.459473
	Iteration 2F: 3 clusters Score -234500.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -235320.421875 Penalty: 2486.459473
	Iteration 3F: 3 clusters Score -235320.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -235737.515625 Penalty: 2486.459473
	Iteration 4F: 3 clusters Score -235737.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -235921.437500 Penalty: 2486.459473
	Iteration 5F: 3 clusters Score -235921.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -236003.687500 Penalty: 2486.459473
	Iteration 6Q: 3 clusters Score -236003.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -236072.625000 Penalty: 2486.459473
	Iteration 7Q: 3 clusters Score -236072.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -236130.687500 Penalty: 2486.459473
	Iteration 8Q: 3 clusters Score -236130.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -236178.406250 Penalty: 2486.459473
	Iteration 9Q: 3 clusters Score -236178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -236186.765625 Penalty: 2486.459473
	Iteration 10Q: 3 clusters Score -236186.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -236190.312500 Penalty: 2486.459473
	Iteration 11Q: 3 clusters Score -236190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -236192.015625 Penalty: 2486.459473
	Iteration 12Q: 3 clusters Score -236192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -236193.796875 Penalty: 2486.459473
	Iteration 13Q: 3 clusters Score -236193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -236194.468750 Penalty: 2486.459473
	Iteration 14Q: 3 clusters Score -236194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -236194.390625 Penalty: 2486.459473
	Iteration 15Q: 3 clusters Score -236194.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -236194.390625 Penalty: 2486.459473
	Iteration 16F: 3 clusters Score -236194.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 155952 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 120706 members 
Mstep: Class 8 contains 102419 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 191949 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 23 contains 4158 members 
Entering Unmasked Estep 
Score: -102044064.000000 Penalty: 46555.359375
Splitting cluster 4 changes total score from -102028104.000000 to -102044064.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (155952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155952 members 
Entering Unmasked Estep 
Score: -19154502.000000 Penalty: 1943.061890
	Iteration 0F: 2 clusters Score -1.91545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -19061538.000000 Penalty: 3886.123779
	Iteration 0F: 3 clusters Score -1.906154e+07 nChanged 75387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 74695 members 
Entering Unmasked Estep 
Score: -19107668.000000 Penalty: 3886.123779
	Iteration 1F: 3 clusters Score -1.910767e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -19110616.000000 Penalty: 3886.123779
	Iteration 2Q: 3 clusters Score -1.911062e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -19115100.000000 Penalty: 3886.123779
	Iteration 3Q: 3 clusters Score -1.91151e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84417 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -19120720.000000 Penalty: 3886.123779
	Iteration 4F: 3 clusters Score -1.912072e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -19127808.000000 Penalty: 3886.123779
	Iteration 5F: 3 clusters Score -1.912781e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -19135382.000000 Penalty: 3886.123779
	Iteration 6F: 3 clusters Score -1.913538e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -19142930.000000 Penalty: 3886.123779
	Iteration 7F: 3 clusters Score -1.914293e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -19149270.000000 Penalty: 3886.123779
	Iteration 8F: 3 clusters Score -1.914927e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -19153322.000000 Penalty: 3886.123779
	Iteration 9Q: 3 clusters Score -1.915332e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -19155620.000000 Penalty: 3886.123779
	Iteration 10Q: 3 clusters Score -1.915562e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -19156700.000000 Penalty: 3886.123779
	Iteration 11Q: 3 clusters Score -1.91567e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 98959 members 
Entering Unmasked Estep 
Score: -19157206.000000 Penalty: 3886.123779
	Iteration 12Q: 3 clusters Score -1.915721e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 101297 members 
Entering Unmasked Estep 
Score: -19157460.000000 Penalty: 3886.123779
	Iteration 13Q: 3 clusters Score -1.915746e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 103237 members 
Entering Unmasked Estep 
Score: -19157702.000000 Penalty: 3886.123779
	Iteration 14Q: 3 clusters Score -1.91577e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 104860 members 
Entering Unmasked Estep 
Score: -19157830.000000 Penalty: 3886.123779
	Iteration 15Q: 3 clusters Score -1.915783e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -19157878.000000 Penalty: 3886.123779
	Iteration 16Q: 3 clusters Score -1.915788e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -19157992.000000 Penalty: 3886.123779
	Iteration 17Q: 3 clusters Score -1.915799e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
Score: -19158196.000000 Penalty: 3886.123779
	Iteration 18Q: 3 clusters Score -1.91582e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 110090 members 
Entering Unmasked Estep 
Score: -19158452.000000 Penalty: 3886.123779
	Iteration 19Q: 3 clusters Score -1.915845e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 111216 members 
Entering Unmasked Estep 
Score: -19158780.000000 Penalty: 3886.123779
	Iteration 20F: 3 clusters Score -1.915878e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 112314 members 
Entering Unmasked Estep 
Score: -19159156.000000 Penalty: 3886.123779
	Iteration 21Q: 3 clusters Score -1.915916e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 113392 members 
Entering Unmasked Estep 
Score: -19159414.000000 Penalty: 3886.123779
	Iteration 22Q: 3 clusters Score -1.915941e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 114487 members 
Entering Unmasked Estep 
Score: -19159734.000000 Penalty: 3886.123779
	Iteration 23Q: 3 clusters Score -1.915973e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 115511 members 
Entering Unmasked Estep 
Score: -19159996.000000 Penalty: 3886.123779
	Iteration 24Q: 3 clusters Score -1.916e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 116516 members 
Entering Unmasked Estep 
Score: -19160292.000000 Penalty: 3886.123779
	Iteration 25Q: 3 clusters Score -1.916029e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 117520 members 
Entering Unmasked Estep 
Score: -19160566.000000 Penalty: 3886.123779
	Iteration 26Q: 3 clusters Score -1.916057e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -19160848.000000 Penalty: 3886.123779
	Iteration 27Q: 3 clusters Score -1.916085e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 119470 members 
Entering Unmasked Estep 
Score: -19161100.000000 Penalty: 3886.123779
	Iteration 28Q: 3 clusters Score -1.91611e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 120345 members 
Entering Unmasked Estep 
Score: -19161290.000000 Penalty: 3886.123779
	Iteration 29Q: 3 clusters Score -1.916129e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 121144 members 
Entering Unmasked Estep 
Score: -19161480.000000 Penalty: 3886.123779
	Iteration 30Q: 3 clusters Score -1.916148e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 121897 members 
Entering Unmasked Estep 
Score: -19161608.000000 Penalty: 3886.123779
	Iteration 31Q: 3 clusters Score -1.916161e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 122623 members 
Entering Unmasked Estep 
Score: -19161616.000000 Penalty: 3886.123779
	Iteration 32Q: 3 clusters Score -1.916162e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 123266 members 
Entering Unmasked Estep 
Score: -19161738.000000 Penalty: 3886.123779
	Iteration 33Q: 3 clusters Score -1.916174e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 123894 members 
Entering Unmasked Estep 
Score: -19161844.000000 Penalty: 3886.123779
	Iteration 34Q: 3 clusters Score -1.916184e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 124476 members 
Entering Unmasked Estep 
Score: -19161876.000000 Penalty: 3886.123779
	Iteration 35Q: 3 clusters Score -1.916188e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 124977 members 
Entering Unmasked Estep 
Score: -19161914.000000 Penalty: 3886.123779
	Iteration 36Q: 3 clusters Score -1.916191e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 125400 members 
Entering Unmasked Estep 
Score: -19161900.000000 Penalty: 3886.123779
	Iteration 37Q: 3 clusters Score -1.91619e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -19161902.000000 Penalty: 3886.123779
	Iteration 38Q: 3 clusters Score -1.91619e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 126107 members 
Entering Unmasked Estep 
Score: -19161910.000000 Penalty: 3886.123779
	Iteration 39Q: 3 clusters Score -1.916191e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 126371 members 
Entering Unmasked Estep 
Score: -19161884.000000 Penalty: 3886.123779
	Iteration 40F: 3 clusters Score -1.916188e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 126607 members 
Entering Unmasked Estep 
Score: -19161800.000000 Penalty: 3886.123779
	Iteration 41Q: 3 clusters Score -1.91618e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 126816 members 
Entering Unmasked Estep 
Score: -19161758.000000 Penalty: 3886.123779
	Iteration 42Q: 3 clusters Score -1.916176e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 127012 members 
Entering Unmasked Estep 
Score: -19161694.000000 Penalty: 3886.123779
	Iteration 43Q: 3 clusters Score -1.916169e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 127178 members 
Entering Unmasked Estep 
Score: -19161630.000000 Penalty: 3886.123779
	Iteration 44Q: 3 clusters Score -1.916163e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 127327 members 
Entering Unmasked Estep 
Score: -19161594.000000 Penalty: 3886.123779
	Iteration 45Q: 3 clusters Score -1.916159e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -19161560.000000 Penalty: 3886.123779
	Iteration 46Q: 3 clusters Score -1.916156e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 127577 members 
Entering Unmasked Estep 
Score: -19161564.000000 Penalty: 3886.123779
	Iteration 47Q: 3 clusters Score -1.916156e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 127682 members 
Entering Unmasked Estep 
Score: -19161532.000000 Penalty: 3886.123779
	Iteration 48Q: 3 clusters Score -1.916153e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 127777 members 
Entering Unmasked Estep 
Score: -19161528.000000 Penalty: 3886.123779
	Iteration 49Q: 3 clusters Score -1.916153e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 127863 members 
Entering Unmasked Estep 
Score: -19161520.000000 Penalty: 3886.123779
	Iteration 50Q: 3 clusters Score -1.916152e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 127943 members 
Entering Unmasked Estep 
Score: -19161490.000000 Penalty: 3886.123779
	Iteration 51Q: 3 clusters Score -1.916149e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 128023 members 
Entering Unmasked Estep 
Score: -19161472.000000 Penalty: 3886.123779
	Iteration 52Q: 3 clusters Score -1.916147e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 128090 members 
Entering Unmasked Estep 
Score: -19161456.000000 Penalty: 3886.123779
	Iteration 53Q: 3 clusters Score -1.916146e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 128145 members 
Entering Unmasked Estep 
Score: -19161418.000000 Penalty: 3886.123779
	Iteration 54Q: 3 clusters Score -1.916142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 128194 members 
Entering Unmasked Estep 
Score: -19161414.000000 Penalty: 3886.123779
	Iteration 55Q: 3 clusters Score -1.916141e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 128233 members 
Entering Unmasked Estep 
Score: -19161414.000000 Penalty: 3886.123779
	Iteration 56Q: 3 clusters Score -1.916141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 128260 members 
Entering Unmasked Estep 
Score: -19161408.000000 Penalty: 3886.123779
	Iteration 57Q: 3 clusters Score -1.916141e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -19161398.000000 Penalty: 3886.123779
	Iteration 58Q: 3 clusters Score -1.91614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 128307 members 
Entering Unmasked Estep 
Score: -19161394.000000 Penalty: 3886.123779
	Iteration 59Q: 3 clusters Score -1.916139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 128318 members 
Entering Unmasked Estep 
Score: -19161396.000000 Penalty: 3886.123779
	Iteration 60F: 3 clusters Score -1.91614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 128328 members 
Entering Unmasked Estep 
Score: -19161414.000000 Penalty: 3886.123779
	Iteration 61Q: 3 clusters Score -1.916141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 128335 members 
Entering Unmasked Estep 
Score: -19161418.000000 Penalty: 3886.123779
	Iteration 62Q: 3 clusters Score -1.916142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -19161412.000000 Penalty: 3886.123779
	Iteration 63Q: 3 clusters Score -1.916141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 128345 members 
Entering Unmasked Estep 
Score: -19161424.000000 Penalty: 3886.123779
	Iteration 64Q: 3 clusters Score -1.916142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 128352 members 
Entering Unmasked Estep 
Score: -19161400.000000 Penalty: 3886.123779
	Iteration 65Q: 3 clusters Score -1.91614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 128357 members 
Entering Unmasked Estep 
Score: -19161402.000000 Penalty: 3886.123779
	Iteration 66Q: 3 clusters Score -1.91614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 128359 members 
Entering Unmasked Estep 
Score: -19161406.000000 Penalty: 3886.123779
	Iteration 67Q: 3 clusters Score -1.916141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 128360 members 
Entering Unmasked Estep 
Score: -19161402.000000 Penalty: 3886.123779
	Iteration 68Q: 3 clusters Score -1.91614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 128360 members 
Entering Unmasked Estep 
Score: -19161402.000000 Penalty: 3886.123779
	Iteration 69F: 3 clusters Score -1.91614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 27592 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 120706 members 
Mstep: Class 8 contains 102419 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 191949 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 23 contains 4158 members 
Entering Unmasked Estep 
Score: -102052176.000000 Penalty: 48772.281250
Splitting cluster 5 changes total score from -102028104.000000 to -102052176.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (5619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Entering Unmasked Estep 
Score: -650996.750000 Penalty: 1403.010254
	Iteration 0F: 2 clusters Score -650996.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -646624.375000 Penalty: 2806.020508
	Iteration 0F: 3 clusters Score -646624.4 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -648145.750000 Penalty: 2806.020508
	Iteration 1F: 3 clusters Score -648145.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -648838.437500 Penalty: 2806.020508
	Iteration 2F: 3 clusters Score -648838.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -649617.625000 Penalty: 2806.020508
	Iteration 3F: 3 clusters Score -649617.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -650477.000000 Penalty: 2806.020508
	Iteration 4F: 3 clusters Score -650477 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -651114.187500 Penalty: 2806.020508
	Iteration 5F: 3 clusters Score -651114.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -651422.500000 Penalty: 2806.020508
	Iteration 6F: 3 clusters Score -651422.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -651579.312500 Penalty: 2806.020508
	Iteration 7Q: 3 clusters Score -651579.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -651680.500000 Penalty: 2806.020508
	Iteration 8Q: 3 clusters Score -651680.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -651732.312500 Penalty: 2806.020508
	Iteration 9Q: 3 clusters Score -651732.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -651771.687500 Penalty: 2806.020508
	Iteration 10Q: 3 clusters Score -651771.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -651794.062500 Penalty: 2806.020508
	Iteration 11Q: 3 clusters Score -651794.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -651804.312500 Penalty: 2806.020508
	Iteration 12Q: 3 clusters Score -651804.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -651813.625000 Penalty: 2806.020508
	Iteration 13Q: 3 clusters Score -651813.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -651816.500000 Penalty: 2806.020508
	Iteration 14Q: 3 clusters Score -651816.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -651817.437500 Penalty: 2806.020508
	Iteration 15Q: 3 clusters Score -651817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -651822.125000 Penalty: 2806.020508
	Iteration 16Q: 3 clusters Score -651822.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -651828.812500 Penalty: 2806.020508
	Iteration 17Q: 3 clusters Score -651828.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -651832.500000 Penalty: 2806.020508
	Iteration 18Q: 3 clusters Score -651832.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -651837.312500 Penalty: 2806.020508
	Iteration 19Q: 3 clusters Score -651837.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -651843.625000 Penalty: 2806.020508
	Iteration 20F: 3 clusters Score -651843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -651845.687500 Penalty: 2806.020508
	Iteration 21Q: 3 clusters Score -651845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -651846.062500 Penalty: 2806.020508
	Iteration 22Q: 3 clusters Score -651846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -651848.687500 Penalty: 2806.020508
	Iteration 23Q: 3 clusters Score -651848.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -651850.875000 Penalty: 2806.020508
	Iteration 24Q: 3 clusters Score -651850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -651852.687500 Penalty: 2806.020508
	Iteration 25Q: 3 clusters Score -651852.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -651854.875000 Penalty: 2806.020508
	Iteration 26Q: 3 clusters Score -651854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -651855.687500 Penalty: 2806.020508
	Iteration 27Q: 3 clusters Score -651855.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -651858.125000 Penalty: 2806.020508
	Iteration 28Q: 3 clusters Score -651858.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -651861.312500 Penalty: 2806.020508
	Iteration 29Q: 3 clusters Score -651861.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -651863.687500 Penalty: 2806.020508
	Iteration 30Q: 3 clusters Score -651863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -651863.625000 Penalty: 2806.020508
	Iteration 31Q: 3 clusters Score -651863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -651864.625000 Penalty: 2806.020508
	Iteration 32Q: 3 clusters Score -651864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -651864.625000 Penalty: 2806.020508
	Iteration 33Q: 3 clusters Score -651864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -651864.875000 Penalty: 2806.020508
	Iteration 34Q: 3 clusters Score -651864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -651865.625000 Penalty: 2806.020508
	Iteration 35Q: 3 clusters Score -651865.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -651865.625000 Penalty: 2806.020508
	Iteration 36F: 3 clusters Score -651865.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 27592 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 120706 members 
Mstep: Class 8 contains 102419 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 191949 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 4158 members 
Entering Unmasked Estep 
Score: -102052304.000000 Penalty: 50989.203125
Splitting cluster 6 changes total score from -102028104.000000 to -102052304.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (120706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120706 members 
Entering Unmasked Estep 
Score: -15196584.000000 Penalty: 1901.430786
	Iteration 0F: 2 clusters Score -1.519658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -15159099.000000 Penalty: 3802.861572
	Iteration 0F: 3 clusters Score -1.51591e+07 nChanged 58164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -15193262.000000 Penalty: 3802.861572
	Iteration 1F: 3 clusters Score -1.519326e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -15194245.000000 Penalty: 3802.861572
	Iteration 2Q: 3 clusters Score -1.519424e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -15195211.000000 Penalty: 3802.861572
	Iteration 3Q: 3 clusters Score -1.519521e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 67208 members 
Entering Unmasked Estep 
Score: -15196178.000000 Penalty: 3802.861572
	Iteration 4F: 3 clusters Score -1.519618e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -15197902.000000 Penalty: 3802.861572
	Iteration 5F: 3 clusters Score -1.51979e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -15200641.000000 Penalty: 3802.861572
	Iteration 6F: 3 clusters Score -1.520064e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -15204570.000000 Penalty: 3802.861572
	Iteration 7F: 3 clusters Score -1.520457e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -15210208.000000 Penalty: 3802.861572
	Iteration 8F: 3 clusters Score -1.521021e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -15214964.000000 Penalty: 3802.861572
	Iteration 9F: 3 clusters Score -1.521496e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -15217675.000000 Penalty: 3802.861572
	Iteration 10F: 3 clusters Score -1.521768e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -15218459.000000 Penalty: 3802.861572
	Iteration 11F: 3 clusters Score -1.521846e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -15220900.000000 Penalty: 3802.861572
	Iteration 12Q: 3 clusters Score -1.52209e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88051 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -15221178.000000 Penalty: 3802.861572
	Iteration 13Q: 3 clusters Score -1.522118e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -15220747.000000 Penalty: 3802.861572
	Iteration 14Q: 3 clusters Score -1.522075e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -15220302.000000 Penalty: 3802.861572
	Iteration 15Q: 3 clusters Score -1.52203e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91607 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -15219979.000000 Penalty: 3802.861572
	Iteration 16Q: 3 clusters Score -1.521998e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -15219747.000000 Penalty: 3802.861572
	Iteration 17Q: 3 clusters Score -1.521975e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -15219708.000000 Penalty: 3802.861572
	Iteration 18Q: 3 clusters Score -1.521971e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -15219614.000000 Penalty: 3802.861572
	Iteration 19Q: 3 clusters Score -1.521961e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -15219694.000000 Penalty: 3802.861572
	Iteration 20F: 3 clusters Score -1.521969e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -15219863.000000 Penalty: 3802.861572
	Iteration 21Q: 3 clusters Score -1.521986e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91904 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -15219909.000000 Penalty: 3802.861572
	Iteration 22Q: 3 clusters Score -1.521991e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -15220078.000000 Penalty: 3802.861572
	Iteration 23Q: 3 clusters Score -1.522008e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -15220261.000000 Penalty: 3802.861572
	Iteration 24Q: 3 clusters Score -1.522026e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91128 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -15220510.000000 Penalty: 3802.861572
	Iteration 25Q: 3 clusters Score -1.522051e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -15220802.000000 Penalty: 3802.861572
	Iteration 26Q: 3 clusters Score -1.52208e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90476 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -15220964.000000 Penalty: 3802.861572
	Iteration 27Q: 3 clusters Score -1.522096e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -15221207.000000 Penalty: 3802.861572
	Iteration 28Q: 3 clusters Score -1.522121e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -15221429.000000 Penalty: 3802.861572
	Iteration 29Q: 3 clusters Score -1.522143e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -15221694.000000 Penalty: 3802.861572
	Iteration 30Q: 3 clusters Score -1.522169e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -15221962.000000 Penalty: 3802.861572
	Iteration 31Q: 3 clusters Score -1.522196e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -15222103.000000 Penalty: 3802.861572
	Iteration 32Q: 3 clusters Score -1.52221e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -15222371.000000 Penalty: 3802.861572
	Iteration 33Q: 3 clusters Score -1.522237e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -15222568.000000 Penalty: 3802.861572
	Iteration 34Q: 3 clusters Score -1.522257e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87269 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -15222671.000000 Penalty: 3802.861572
	Iteration 35Q: 3 clusters Score -1.522267e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -15222798.000000 Penalty: 3802.861572
	Iteration 36Q: 3 clusters Score -1.52228e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -15222851.000000 Penalty: 3802.861572
	Iteration 37Q: 3 clusters Score -1.522285e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -15222990.000000 Penalty: 3802.861572
	Iteration 38Q: 3 clusters Score -1.522299e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -15223088.000000 Penalty: 3802.861572
	Iteration 39Q: 3 clusters Score -1.522309e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -15223245.000000 Penalty: 3802.861572
	Iteration 40F: 3 clusters Score -1.522324e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -15223270.000000 Penalty: 3802.861572
	Iteration 41Q: 3 clusters Score -1.522327e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -15223266.000000 Penalty: 3802.861572
	Iteration 42Q: 3 clusters Score -1.522327e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -15223273.000000 Penalty: 3802.861572
	Iteration 43Q: 3 clusters Score -1.522327e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -15223256.000000 Penalty: 3802.861572
	Iteration 44Q: 3 clusters Score -1.522326e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -15222978.000000 Penalty: 3802.861572
	Iteration 45Q: 3 clusters Score -1.522298e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -15222725.000000 Penalty: 3802.861572
	Iteration 46Q: 3 clusters Score -1.522272e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -15222349.000000 Penalty: 3802.861572
	Iteration 47Q: 3 clusters Score -1.522235e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -15221979.000000 Penalty: 3802.861572
	Iteration 48Q: 3 clusters Score -1.522198e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -15221318.000000 Penalty: 3802.861572
	Iteration 49Q: 3 clusters Score -1.522132e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -15221559.000000 Penalty: 3802.861572
	Iteration 50Q: 3 clusters Score -1.522156e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -15221532.000000 Penalty: 3802.861572
	Iteration 51Q: 3 clusters Score -1.522153e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -15221553.000000 Penalty: 3802.861572
	Iteration 52Q: 3 clusters Score -1.522155e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -15221635.000000 Penalty: 3802.861572
	Iteration 53Q: 3 clusters Score -1.522164e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -15221758.000000 Penalty: 3802.861572
	Iteration 54Q: 3 clusters Score -1.522176e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -15221903.000000 Penalty: 3802.861572
	Iteration 55Q: 3 clusters Score -1.52219e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -15222066.000000 Penalty: 3802.861572
	Iteration 56Q: 3 clusters Score -1.522207e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -15222292.000000 Penalty: 3802.861572
	Iteration 57Q: 3 clusters Score -1.522229e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -15222377.000000 Penalty: 3802.861572
	Iteration 58Q: 3 clusters Score -1.522238e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -15222420.000000 Penalty: 3802.861572
	Iteration 59Q: 3 clusters Score -1.522242e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -15222705.000000 Penalty: 3802.861572
	Iteration 60F: 3 clusters Score -1.52227e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -15222781.000000 Penalty: 3802.861572
	Iteration 61Q: 3 clusters Score -1.522278e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -15223026.000000 Penalty: 3802.861572
	Iteration 62Q: 3 clusters Score -1.522303e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -15223205.000000 Penalty: 3802.861572
	Iteration 63Q: 3 clusters Score -1.52232e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -15223315.000000 Penalty: 3802.861572
	Iteration 64Q: 3 clusters Score -1.522332e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -15223559.000000 Penalty: 3802.861572
	Iteration 65Q: 3 clusters Score -1.522356e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -15223686.000000 Penalty: 3802.861572
	Iteration 66Q: 3 clusters Score -1.522369e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -15223826.000000 Penalty: 3802.861572
	Iteration 67Q: 3 clusters Score -1.522383e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -15223862.000000 Penalty: 3802.861572
	Iteration 68Q: 3 clusters Score -1.522386e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -15223784.000000 Penalty: 3802.861572
	Iteration 69Q: 3 clusters Score -1.522378e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -15223759.000000 Penalty: 3802.861572
	Iteration 70Q: 3 clusters Score -1.522376e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -15223739.000000 Penalty: 3802.861572
	Iteration 71Q: 3 clusters Score -1.522374e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -15223780.000000 Penalty: 3802.861572
	Iteration 72Q: 3 clusters Score -1.522378e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -15223819.000000 Penalty: 3802.861572
	Iteration 73Q: 3 clusters Score -1.522382e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -15223823.000000 Penalty: 3802.861572
	Iteration 74Q: 3 clusters Score -1.522382e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -15223875.000000 Penalty: 3802.861572
	Iteration 75Q: 3 clusters Score -1.522388e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -15223947.000000 Penalty: 3802.861572
	Iteration 76Q: 3 clusters Score -1.522395e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -15224101.000000 Penalty: 3802.861572
	Iteration 77Q: 3 clusters Score -1.52241e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -15224303.000000 Penalty: 3802.861572
	Iteration 78Q: 3 clusters Score -1.52243e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -15224588.000000 Penalty: 3802.861572
	Iteration 79Q: 3 clusters Score -1.522459e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -15224808.000000 Penalty: 3802.861572
	Iteration 80F: 3 clusters Score -1.522481e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -15225076.000000 Penalty: 3802.861572
	Iteration 81Q: 3 clusters Score -1.522508e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -15225367.000000 Penalty: 3802.861572
	Iteration 82Q: 3 clusters Score -1.522537e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -15225745.000000 Penalty: 3802.861572
	Iteration 83Q: 3 clusters Score -1.522574e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -15226060.000000 Penalty: 3802.861572
	Iteration 84Q: 3 clusters Score -1.522606e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -15226308.000000 Penalty: 3802.861572
	Iteration 85Q: 3 clusters Score -1.522631e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -15226690.000000 Penalty: 3802.861572
	Iteration 86Q: 3 clusters Score -1.522669e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -15227001.000000 Penalty: 3802.861572
	Iteration 87Q: 3 clusters Score -1.5227e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -15227189.000000 Penalty: 3802.861572
	Iteration 88Q: 3 clusters Score -1.522719e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -15227482.000000 Penalty: 3802.861572
	Iteration 89Q: 3 clusters Score -1.522748e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -15227722.000000 Penalty: 3802.861572
	Iteration 90Q: 3 clusters Score -1.522772e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -15227916.000000 Penalty: 3802.861572
	Iteration 91Q: 3 clusters Score -1.522792e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -15227976.000000 Penalty: 3802.861572
	Iteration 92Q: 3 clusters Score -1.522798e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -15228145.000000 Penalty: 3802.861572
	Iteration 93Q: 3 clusters Score -1.522814e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -15228241.000000 Penalty: 3802.861572
	Iteration 94Q: 3 clusters Score -1.522824e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -15228338.000000 Penalty: 3802.861572
	Iteration 95Q: 3 clusters Score -1.522834e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -15228413.000000 Penalty: 3802.861572
	Iteration 96Q: 3 clusters Score -1.522841e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -15228500.000000 Penalty: 3802.861572
	Iteration 97Q: 3 clusters Score -1.52285e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -15228561.000000 Penalty: 3802.861572
	Iteration 98Q: 3 clusters Score -1.522856e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -15228587.000000 Penalty: 3802.861572
	Iteration 99Q: 3 clusters Score -1.522859e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -15228598.000000 Penalty: 3802.861572
	Iteration 100F: 3 clusters Score -1.52286e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -15228609.000000 Penalty: 3802.861572
	Iteration 101Q: 3 clusters Score -1.522861e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -15228618.000000 Penalty: 3802.861572
	Iteration 102Q: 3 clusters Score -1.522862e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -15228647.000000 Penalty: 3802.861572
	Iteration 103Q: 3 clusters Score -1.522865e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -15228687.000000 Penalty: 3802.861572
	Iteration 104Q: 3 clusters Score -1.522869e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -15228684.000000 Penalty: 3802.861572
	Iteration 105Q: 3 clusters Score -1.522868e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69635 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -15228697.000000 Penalty: 3802.861572
	Iteration 106Q: 3 clusters Score -1.52287e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -15228702.000000 Penalty: 3802.861572
	Iteration 107Q: 3 clusters Score -1.52287e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -15228740.000000 Penalty: 3802.861572
	Iteration 108Q: 3 clusters Score -1.522874e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -15228795.000000 Penalty: 3802.861572
	Iteration 109Q: 3 clusters Score -1.52288e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -15228823.000000 Penalty: 3802.861572
	Iteration 110Q: 3 clusters Score -1.522882e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -15228865.000000 Penalty: 3802.861572
	Iteration 111Q: 3 clusters Score -1.522886e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -15228931.000000 Penalty: 3802.861572
	Iteration 112Q: 3 clusters Score -1.522893e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -15228887.000000 Penalty: 3802.861572
	Iteration 113Q: 3 clusters Score -1.522889e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -15228874.000000 Penalty: 3802.861572
	Iteration 114Q: 3 clusters Score -1.522887e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -15228889.000000 Penalty: 3802.861572
	Iteration 115Q: 3 clusters Score -1.522889e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -15228882.000000 Penalty: 3802.861572
	Iteration 116Q: 3 clusters Score -1.522888e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -15228905.000000 Penalty: 3802.861572
	Iteration 117Q: 3 clusters Score -1.52289e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -15228934.000000 Penalty: 3802.861572
	Iteration 118Q: 3 clusters Score -1.522893e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -15228970.000000 Penalty: 3802.861572
	Iteration 119Q: 3 clusters Score -1.522897e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -15229006.000000 Penalty: 3802.861572
	Iteration 120F: 3 clusters Score -1.522901e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -15229010.000000 Penalty: 3802.861572
	Iteration 121Q: 3 clusters Score -1.522901e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -15229068.000000 Penalty: 3802.861572
	Iteration 122Q: 3 clusters Score -1.522907e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -15229161.000000 Penalty: 3802.861572
	Iteration 123Q: 3 clusters Score -1.522916e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -15229201.000000 Penalty: 3802.861572
	Iteration 124Q: 3 clusters Score -1.52292e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -15229241.000000 Penalty: 3802.861572
	Iteration 125Q: 3 clusters Score -1.522924e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -15229270.000000 Penalty: 3802.861572
	Iteration 126Q: 3 clusters Score -1.522927e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -15229314.000000 Penalty: 3802.861572
	Iteration 127Q: 3 clusters Score -1.522931e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -15229314.000000 Penalty: 3802.861572
	Iteration 128Q: 3 clusters Score -1.522931e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -15229351.000000 Penalty: 3802.861572
	Iteration 129Q: 3 clusters Score -1.522935e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -15229386.000000 Penalty: 3802.861572
	Iteration 130Q: 3 clusters Score -1.522939e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -15229394.000000 Penalty: 3802.861572
	Iteration 131Q: 3 clusters Score -1.522939e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -15229391.000000 Penalty: 3802.861572
	Iteration 132Q: 3 clusters Score -1.522939e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -15229472.000000 Penalty: 3802.861572
	Iteration 133Q: 3 clusters Score -1.522947e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -15229492.000000 Penalty: 3802.861572
	Iteration 134Q: 3 clusters Score -1.522949e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -15229558.000000 Penalty: 3802.861572
	Iteration 135Q: 3 clusters Score -1.522956e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -15229613.000000 Penalty: 3802.861572
	Iteration 136Q: 3 clusters Score -1.522961e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -15229642.000000 Penalty: 3802.861572
	Iteration 137Q: 3 clusters Score -1.522964e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -15229658.000000 Penalty: 3802.861572
	Iteration 138Q: 3 clusters Score -1.522966e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -15229644.000000 Penalty: 3802.861572
	Iteration 139Q: 3 clusters Score -1.522964e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -15229703.000000 Penalty: 3802.861572
	Iteration 140F: 3 clusters Score -1.52297e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -15229731.000000 Penalty: 3802.861572
	Iteration 141Q: 3 clusters Score -1.522973e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -15229772.000000 Penalty: 3802.861572
	Iteration 142Q: 3 clusters Score -1.522977e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -15229699.000000 Penalty: 3802.861572
	Iteration 143Q: 3 clusters Score -1.52297e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -15229776.000000 Penalty: 3802.861572
	Iteration 144Q: 3 clusters Score -1.522978e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -15229784.000000 Penalty: 3802.861572
	Iteration 145Q: 3 clusters Score -1.522978e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -15229744.000000 Penalty: 3802.861572
	Iteration 146Q: 3 clusters Score -1.522974e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -15229736.000000 Penalty: 3802.861572
	Iteration 147Q: 3 clusters Score -1.522974e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -15229724.000000 Penalty: 3802.861572
	Iteration 148Q: 3 clusters Score -1.522972e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -15229707.000000 Penalty: 3802.861572
	Iteration 149Q: 3 clusters Score -1.522971e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 66489 members 
Entering Unmasked Estep 
Score: -15229740.000000 Penalty: 3802.861572
	Iteration 150Q: 3 clusters Score -1.522974e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -15229747.000000 Penalty: 3802.861572
	Iteration 151Q: 3 clusters Score -1.522975e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -15229757.000000 Penalty: 3802.861572
	Iteration 152Q: 3 clusters Score -1.522976e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -15229737.000000 Penalty: 3802.861572
	Iteration 153Q: 3 clusters Score -1.522974e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -15229752.000000 Penalty: 3802.861572
	Iteration 154Q: 3 clusters Score -1.522975e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -15229717.000000 Penalty: 3802.861572
	Iteration 155Q: 3 clusters Score -1.522972e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -15229678.000000 Penalty: 3802.861572
	Iteration 156Q: 3 clusters Score -1.522968e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -15229698.000000 Penalty: 3802.861572
	Iteration 157Q: 3 clusters Score -1.52297e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -15229726.000000 Penalty: 3802.861572
	Iteration 158Q: 3 clusters Score -1.522973e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -15229715.000000 Penalty: 3802.861572
	Iteration 159Q: 3 clusters Score -1.522972e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -15229679.000000 Penalty: 3802.861572
	Iteration 160F: 3 clusters Score -1.522968e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -15229684.000000 Penalty: 3802.861572
	Iteration 161Q: 3 clusters Score -1.522968e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -15229677.000000 Penalty: 3802.861572
	Iteration 162Q: 3 clusters Score -1.522968e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
Score: -15229661.000000 Penalty: 3802.861572
	Iteration 163Q: 3 clusters Score -1.522966e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -15229664.000000 Penalty: 3802.861572
	Iteration 164Q: 3 clusters Score -1.522966e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -15229632.000000 Penalty: 3802.861572
	Iteration 165Q: 3 clusters Score -1.522963e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -15229608.000000 Penalty: 3802.861572
	Iteration 166Q: 3 clusters Score -1.522961e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -15229577.000000 Penalty: 3802.861572
	Iteration 167Q: 3 clusters Score -1.522958e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -15229586.000000 Penalty: 3802.861572
	Iteration 168Q: 3 clusters Score -1.522959e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -15229567.000000 Penalty: 3802.861572
	Iteration 169Q: 3 clusters Score -1.522957e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -15229556.000000 Penalty: 3802.861572
	Iteration 170Q: 3 clusters Score -1.522956e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -15229539.000000 Penalty: 3802.861572
	Iteration 171Q: 3 clusters Score -1.522954e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -15229541.000000 Penalty: 3802.861572
	Iteration 172Q: 3 clusters Score -1.522954e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -15229519.000000 Penalty: 3802.861572
	Iteration 173Q: 3 clusters Score -1.522952e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -15229542.000000 Penalty: 3802.861572
	Iteration 174Q: 3 clusters Score -1.522954e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -15229538.000000 Penalty: 3802.861572
	Iteration 175Q: 3 clusters Score -1.522954e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 69526 members 
Entering Unmasked Estep 
Score: -15229533.000000 Penalty: 3802.861572
	Iteration 176Q: 3 clusters Score -1.522953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -15229507.000000 Penalty: 3802.861572
	Iteration 177Q: 3 clusters Score -1.522951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -15229508.000000 Penalty: 3802.861572
	Iteration 178Q: 3 clusters Score -1.522951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -15229488.000000 Penalty: 3802.861572
	Iteration 179Q: 3 clusters Score -1.522949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -15229498.000000 Penalty: 3802.861572
	Iteration 180F: 3 clusters Score -1.52295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -15229498.000000 Penalty: 3802.861572
	Iteration 181Q: 3 clusters Score -1.52295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -15229487.000000 Penalty: 3802.861572
	Iteration 182Q: 3 clusters Score -1.522949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -15229488.000000 Penalty: 3802.861572
	Iteration 183Q: 3 clusters Score -1.522949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -15229480.000000 Penalty: 3802.861572
	Iteration 184Q: 3 clusters Score -1.522948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -15229480.000000 Penalty: 3802.861572
	Iteration 185Q: 3 clusters Score -1.522948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -15229474.000000 Penalty: 3802.861572
	Iteration 186Q: 3 clusters Score -1.522947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -15229476.000000 Penalty: 3802.861572
	Iteration 187Q: 3 clusters Score -1.522948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -15229483.000000 Penalty: 3802.861572
	Iteration 188Q: 3 clusters Score -1.522948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -15229468.000000 Penalty: 3802.861572
	Iteration 189Q: 3 clusters Score -1.522947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -15229476.000000 Penalty: 3802.861572
	Iteration 190Q: 3 clusters Score -1.522948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
Score: -15229489.000000 Penalty: 3802.861572
	Iteration 191Q: 3 clusters Score -1.522949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -15229489.000000 Penalty: 3802.861572
	Iteration 192Q: 3 clusters Score -1.522949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -15229497.000000 Penalty: 3802.861572
	Iteration 193Q: 3 clusters Score -1.52295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -15229487.000000 Penalty: 3802.861572
	Iteration 194Q: 3 clusters Score -1.522949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -15229487.000000 Penalty: 3802.861572
	Iteration 195F: 3 clusters Score -1.522949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 27592 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 51071 members 
Mstep: Class 8 contains 102419 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 191949 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 69635 members 
Entering Unmasked Estep 
Score: -102084240.000000 Penalty: 53206.125000
Splitting cluster 7 changes total score from -102028104.000000 to -102084240.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (102419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102419 members 
Entering Unmasked Estep 
Score: -12725414.000000 Penalty: 1874.734375
	Iteration 0F: 2 clusters Score -1.272541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -12664209.000000 Penalty: 3749.468750
	Iteration 0F: 3 clusters Score -1.266421e+07 nChanged 49050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -12692306.000000 Penalty: 3749.468750
	Iteration 1F: 3 clusters Score -1.269231e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -12693575.000000 Penalty: 3749.468750
	Iteration 2Q: 3 clusters Score -1.269358e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -12695731.000000 Penalty: 3749.468750
	Iteration 3Q: 3 clusters Score -1.269573e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -12698901.000000 Penalty: 3749.468750
	Iteration 4F: 3 clusters Score -1.26989e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -12703324.000000 Penalty: 3749.468750
	Iteration 5F: 3 clusters Score -1.270332e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -12708404.000000 Penalty: 3749.468750
	Iteration 6F: 3 clusters Score -1.27084e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -12713332.000000 Penalty: 3749.468750
	Iteration 7F: 3 clusters Score -1.271333e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -12717363.000000 Penalty: 3749.468750
	Iteration 8Q: 3 clusters Score -1.271736e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -12720151.000000 Penalty: 3749.468750
	Iteration 9Q: 3 clusters Score -1.272015e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -12721859.000000 Penalty: 3749.468750
	Iteration 10Q: 3 clusters Score -1.272186e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -12723022.000000 Penalty: 3749.468750
	Iteration 11Q: 3 clusters Score -1.272302e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87534 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -12724067.000000 Penalty: 3749.468750
	Iteration 12Q: 3 clusters Score -1.272407e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -12724970.000000 Penalty: 3749.468750
	Iteration 13Q: 3 clusters Score -1.272497e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -12725515.000000 Penalty: 3749.468750
	Iteration 14Q: 3 clusters Score -1.272552e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -12726049.000000 Penalty: 3749.468750
	Iteration 15Q: 3 clusters Score -1.272605e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -12726331.000000 Penalty: 3749.468750
	Iteration 16Q: 3 clusters Score -1.272633e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -12726454.000000 Penalty: 3749.468750
	Iteration 17Q: 3 clusters Score -1.272645e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -12726678.000000 Penalty: 3749.468750
	Iteration 18Q: 3 clusters Score -1.272668e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96608 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -12726882.000000 Penalty: 3749.468750
	Iteration 19Q: 3 clusters Score -1.272688e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -12727045.000000 Penalty: 3749.468750
	Iteration 20F: 3 clusters Score -1.272704e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97732 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -12727066.000000 Penalty: 3749.468750
	Iteration 21Q: 3 clusters Score -1.272707e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -12727158.000000 Penalty: 3749.468750
	Iteration 22Q: 3 clusters Score -1.272716e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -12727177.000000 Penalty: 3749.468750
	Iteration 23Q: 3 clusters Score -1.272718e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -12727156.000000 Penalty: 3749.468750
	Iteration 24Q: 3 clusters Score -1.272716e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -12727170.000000 Penalty: 3749.468750
	Iteration 25Q: 3 clusters Score -1.272717e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -12727126.000000 Penalty: 3749.468750
	Iteration 26Q: 3 clusters Score -1.272713e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -12727065.000000 Penalty: 3749.468750
	Iteration 27Q: 3 clusters Score -1.272706e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -12727017.000000 Penalty: 3749.468750
	Iteration 28Q: 3 clusters Score -1.272702e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -12726967.000000 Penalty: 3749.468750
	Iteration 29Q: 3 clusters Score -1.272697e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99054 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -12726906.000000 Penalty: 3749.468750
	Iteration 30Q: 3 clusters Score -1.272691e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99105 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -12726894.000000 Penalty: 3749.468750
	Iteration 31Q: 3 clusters Score -1.272689e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99156 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -12726861.000000 Penalty: 3749.468750
	Iteration 32Q: 3 clusters Score -1.272686e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99200 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -12726833.000000 Penalty: 3749.468750
	Iteration 33Q: 3 clusters Score -1.272683e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99236 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -12726787.000000 Penalty: 3749.468750
	Iteration 34Q: 3 clusters Score -1.272679e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99259 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -12726757.000000 Penalty: 3749.468750
	Iteration 35Q: 3 clusters Score -1.272676e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -12726772.000000 Penalty: 3749.468750
	Iteration 36Q: 3 clusters Score -1.272677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99290 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -12726744.000000 Penalty: 3749.468750
	Iteration 37Q: 3 clusters Score -1.272674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99296 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12726760.000000 Penalty: 3749.468750
	Iteration 38Q: 3 clusters Score -1.272676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -12726759.000000 Penalty: 3749.468750
	Iteration 39Q: 3 clusters Score -1.272676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -12726738.000000 Penalty: 3749.468750
	Iteration 40F: 3 clusters Score -1.272674e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -12726725.000000 Penalty: 3749.468750
	Iteration 41Q: 3 clusters Score -1.272672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -12726728.000000 Penalty: 3749.468750
	Iteration 42Q: 3 clusters Score -1.272673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99315 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -12726757.000000 Penalty: 3749.468750
	Iteration 43Q: 3 clusters Score -1.272676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -12726755.000000 Penalty: 3749.468750
	Iteration 44Q: 3 clusters Score -1.272676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -12726741.000000 Penalty: 3749.468750
	Iteration 45Q: 3 clusters Score -1.272674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99321 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -12726743.000000 Penalty: 3749.468750
	Iteration 46Q: 3 clusters Score -1.272674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -12726744.000000 Penalty: 3749.468750
	Iteration 47Q: 3 clusters Score -1.272674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -12726736.000000 Penalty: 3749.468750
	Iteration 48Q: 3 clusters Score -1.272674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -12726759.000000 Penalty: 3749.468750
	Iteration 49Q: 3 clusters Score -1.272676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -12726749.000000 Penalty: 3749.468750
	Iteration 50Q: 3 clusters Score -1.272675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -12726756.000000 Penalty: 3749.468750
	Iteration 51Q: 3 clusters Score -1.272676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -12726760.000000 Penalty: 3749.468750
	Iteration 52Q: 3 clusters Score -1.272676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99307 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -12726770.000000 Penalty: 3749.468750
	Iteration 53Q: 3 clusters Score -1.272677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99301 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -12726766.000000 Penalty: 3749.468750
	Iteration 54Q: 3 clusters Score -1.272677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -12726765.000000 Penalty: 3749.468750
	Iteration 55Q: 3 clusters Score -1.272676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -12726779.000000 Penalty: 3749.468750
	Iteration 56Q: 3 clusters Score -1.272678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -12726792.000000 Penalty: 3749.468750
	Iteration 57Q: 3 clusters Score -1.272679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -12726793.000000 Penalty: 3749.468750
	Iteration 58Q: 3 clusters Score -1.272679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -12726783.000000 Penalty: 3749.468750
	Iteration 59Q: 3 clusters Score -1.272678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -12726782.000000 Penalty: 3749.468750
	Iteration 60F: 3 clusters Score -1.272678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99273 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -12726790.000000 Penalty: 3749.468750
	Iteration 61Q: 3 clusters Score -1.272679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99270 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -12726788.000000 Penalty: 3749.468750
	Iteration 62Q: 3 clusters Score -1.272679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -12726802.000000 Penalty: 3749.468750
	Iteration 63Q: 3 clusters Score -1.27268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -12726802.000000 Penalty: 3749.468750
	Iteration 64Q: 3 clusters Score -1.27268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99259 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -12726810.000000 Penalty: 3749.468750
	Iteration 65Q: 3 clusters Score -1.272681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -12726812.000000 Penalty: 3749.468750
	Iteration 66Q: 3 clusters Score -1.272681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99248 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -12726812.000000 Penalty: 3749.468750
	Iteration 67Q: 3 clusters Score -1.272681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -12726796.000000 Penalty: 3749.468750
	Iteration 68Q: 3 clusters Score -1.27268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -12726816.000000 Penalty: 3749.468750
	Iteration 69Q: 3 clusters Score -1.272682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -12726810.000000 Penalty: 3749.468750
	Iteration 70Q: 3 clusters Score -1.272681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -12726817.000000 Penalty: 3749.468750
	Iteration 71Q: 3 clusters Score -1.272682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -12726818.000000 Penalty: 3749.468750
	Iteration 72Q: 3 clusters Score -1.272682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -12726819.000000 Penalty: 3749.468750
	Iteration 73Q: 3 clusters Score -1.272682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -12726819.000000 Penalty: 3749.468750
	Iteration 74F: 3 clusters Score -1.272682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 27592 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 51071 members 
Mstep: Class 8 contains 99244 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 191949 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 69635 members 
Mstep: Class 25 contains 3175 members 
Entering Unmasked Estep 
Score: -102085608.000000 Penalty: 55423.046875
Splitting cluster 8 changes total score from -102028104.000000 to -102085608.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (25741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Entering Unmasked Estep 
Score: -3125012.000000 Penalty: 1650.323975
	Iteration 0F: 2 clusters Score -3125012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3107720.000000 Penalty: 3300.647949
	Iteration 0F: 3 clusters Score -3107720 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3114122.750000 Penalty: 3300.647949
	Iteration 1F: 3 clusters Score -3114123 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3114693.500000 Penalty: 3300.647949
	Iteration 2F: 3 clusters Score -3114694 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3115415.750000 Penalty: 3300.647949
	Iteration 3F: 3 clusters Score -3115416 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3116469.500000 Penalty: 3300.647949
	Iteration 4F: 3 clusters Score -3116470 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3117768.500000 Penalty: 3300.647949
	Iteration 5F: 3 clusters Score -3117768 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3119073.250000 Penalty: 3300.647949
	Iteration 6F: 3 clusters Score -3119073 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3120209.750000 Penalty: 3300.647949
	Iteration 7F: 3 clusters Score -3120210 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3120959.750000 Penalty: 3300.647949
	Iteration 8Q: 3 clusters Score -3120960 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3121573.000000 Penalty: 3300.647949
	Iteration 9Q: 3 clusters Score -3121573 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3122183.500000 Penalty: 3300.647949
	Iteration 10Q: 3 clusters Score -3122184 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3122781.750000 Penalty: 3300.647949
	Iteration 11Q: 3 clusters Score -3122782 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3123228.750000 Penalty: 3300.647949
	Iteration 12Q: 3 clusters Score -3123229 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3123476.750000 Penalty: 3300.647949
	Iteration 13Q: 3 clusters Score -3123477 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3123598.000000 Penalty: 3300.647949
	Iteration 14Q: 3 clusters Score -3123598 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -3123664.250000 Penalty: 3300.647949
	Iteration 15Q: 3 clusters Score -3123664 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3123734.250000 Penalty: 3300.647949
	Iteration 16Q: 3 clusters Score -3123734 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3123772.000000 Penalty: 3300.647949
	Iteration 17Q: 3 clusters Score -3123772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3123786.500000 Penalty: 3300.647949
	Iteration 18Q: 3 clusters Score -3123786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3123808.500000 Penalty: 3300.647949
	Iteration 19Q: 3 clusters Score -3123808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3123825.500000 Penalty: 3300.647949
	Iteration 20F: 3 clusters Score -3123826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3123845.250000 Penalty: 3300.647949
	Iteration 21Q: 3 clusters Score -3123845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3123850.500000 Penalty: 3300.647949
	Iteration 22Q: 3 clusters Score -3123850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -3123860.750000 Penalty: 3300.647949
	Iteration 23Q: 3 clusters Score -3123861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3123866.500000 Penalty: 3300.647949
	Iteration 24Q: 3 clusters Score -3123866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3123866.250000 Penalty: 3300.647949
	Iteration 25Q: 3 clusters Score -3123866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3123874.500000 Penalty: 3300.647949
	Iteration 26Q: 3 clusters Score -3123874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3123884.250000 Penalty: 3300.647949
	Iteration 27Q: 3 clusters Score -3123884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3123886.000000 Penalty: 3300.647949
	Iteration 28Q: 3 clusters Score -3123886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3123896.250000 Penalty: 3300.647949
	Iteration 29Q: 3 clusters Score -3123896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3123896.500000 Penalty: 3300.647949
	Iteration 30Q: 3 clusters Score -3123896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3123898.500000 Penalty: 3300.647949
	Iteration 31Q: 3 clusters Score -3123898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3123908.000000 Penalty: 3300.647949
	Iteration 32Q: 3 clusters Score -3123908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3123911.000000 Penalty: 3300.647949
	Iteration 33Q: 3 clusters Score -3123911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -3123910.500000 Penalty: 3300.647949
	Iteration 34Q: 3 clusters Score -3123910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3123909.000000 Penalty: 3300.647949
	Iteration 35Q: 3 clusters Score -3123909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3123915.000000 Penalty: 3300.647949
	Iteration 36Q: 3 clusters Score -3123915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3123914.000000 Penalty: 3300.647949
	Iteration 37Q: 3 clusters Score -3123914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3123913.750000 Penalty: 3300.647949
	Iteration 38Q: 3 clusters Score -3123914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3123919.500000 Penalty: 3300.647949
	Iteration 39Q: 3 clusters Score -3123920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3123914.000000 Penalty: 3300.647949
	Iteration 40F: 3 clusters Score -3123914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3123917.250000 Penalty: 3300.647949
	Iteration 41Q: 3 clusters Score -3123917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3123920.250000 Penalty: 3300.647949
	Iteration 42Q: 3 clusters Score -3123920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3123917.500000 Penalty: 3300.647949
	Iteration 43Q: 3 clusters Score -3123918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -3123925.000000 Penalty: 3300.647949
	Iteration 44Q: 3 clusters Score -3123925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3123922.500000 Penalty: 3300.647949
	Iteration 45Q: 3 clusters Score -3123922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3123932.000000 Penalty: 3300.647949
	Iteration 46Q: 3 clusters Score -3123932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3123940.750000 Penalty: 3300.647949
	Iteration 47Q: 3 clusters Score -3123941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3123942.000000 Penalty: 3300.647949
	Iteration 48Q: 3 clusters Score -3123942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3123943.000000 Penalty: 3300.647949
	Iteration 49Q: 3 clusters Score -3123943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3123950.250000 Penalty: 3300.647949
	Iteration 50Q: 3 clusters Score -3123950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3123966.000000 Penalty: 3300.647949
	Iteration 51Q: 3 clusters Score -3123966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3123965.500000 Penalty: 3300.647949
	Iteration 52Q: 3 clusters Score -3123966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3123973.000000 Penalty: 3300.647949
	Iteration 53Q: 3 clusters Score -3123973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3123971.500000 Penalty: 3300.647949
	Iteration 54Q: 3 clusters Score -3123972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3123978.750000 Penalty: 3300.647949
	Iteration 55Q: 3 clusters Score -3123979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3123979.000000 Penalty: 3300.647949
	Iteration 56Q: 3 clusters Score -3123979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3123982.250000 Penalty: 3300.647949
	Iteration 57Q: 3 clusters Score -3123982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3123984.000000 Penalty: 3300.647949
	Iteration 58Q: 3 clusters Score -3123984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3123989.500000 Penalty: 3300.647949
	Iteration 59Q: 3 clusters Score -3123990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3123994.750000 Penalty: 3300.647949
	Iteration 60F: 3 clusters Score -3123995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3123995.250000 Penalty: 3300.647949
	Iteration 61Q: 3 clusters Score -3123995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3123996.500000 Penalty: 3300.647949
	Iteration 62Q: 3 clusters Score -3123996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -3123999.000000 Penalty: 3300.647949
	Iteration 63Q: 3 clusters Score -3123999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3123997.500000 Penalty: 3300.647949
	Iteration 64Q: 3 clusters Score -3123998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3123998.500000 Penalty: 3300.647949
	Iteration 65Q: 3 clusters Score -3123998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3123999.250000 Penalty: 3300.647949
	Iteration 66Q: 3 clusters Score -3123999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3124000.250000 Penalty: 3300.647949
	Iteration 67Q: 3 clusters Score -3124000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3124000.500000 Penalty: 3300.647949
	Iteration 68Q: 3 clusters Score -3124000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3124000.500000 Penalty: 3300.647949
	Iteration 69F: 3 clusters Score -3124000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Entering Unmasked Estep 
Score: -639869.875000 Penalty: 1390.417236
	Iteration 0F: 2 clusters Score -639869.9 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 2591 members 
Entering Unmasked Estep 
Score: -635748.187500 Penalty: 2780.834473
	Iteration 0F: 3 clusters Score -635748.2 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -636920.062500 Penalty: 2780.834473
	Iteration 1F: 3 clusters Score -636920.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -637113.750000 Penalty: 2780.834473
	Iteration 2F: 3 clusters Score -637113.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -637233.375000 Penalty: 2780.834473
	Iteration 3F: 3 clusters Score -637233.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -637325.687500 Penalty: 2780.834473
	Iteration 4Q: 3 clusters Score -637325.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -637385.875000 Penalty: 2780.834473
	Iteration 5Q: 3 clusters Score -637385.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -637445.125000 Penalty: 2780.834473
	Iteration 6Q: 3 clusters Score -637445.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -637490.812500 Penalty: 2780.834473
	Iteration 7Q: 3 clusters Score -637490.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -637540.250000 Penalty: 2780.834473
	Iteration 8Q: 3 clusters Score -637540.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -637601.250000 Penalty: 2780.834473
	Iteration 9Q: 3 clusters Score -637601.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -637669.375000 Penalty: 2780.834473
	Iteration 10Q: 3 clusters Score -637669.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -637739.687500 Penalty: 2780.834473
	Iteration 11Q: 3 clusters Score -637739.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -637818.875000 Penalty: 2780.834473
	Iteration 12Q: 3 clusters Score -637818.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -637892.437500 Penalty: 2780.834473
	Iteration 13Q: 3 clusters Score -637892.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -637968.437500 Penalty: 2780.834473
	Iteration 14Q: 3 clusters Score -637968.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -638036.250000 Penalty: 2780.834473
	Iteration 15Q: 3 clusters Score -638036.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -638088.687500 Penalty: 2780.834473
	Iteration 16Q: 3 clusters Score -638088.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -638124.750000 Penalty: 2780.834473
	Iteration 17Q: 3 clusters Score -638124.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -638154.312500 Penalty: 2780.834473
	Iteration 18Q: 3 clusters Score -638154.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -638173.937500 Penalty: 2780.834473
	Iteration 19Q: 3 clusters Score -638173.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -638184.812500 Penalty: 2780.834473
	Iteration 20F: 3 clusters Score -638184.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -638192.500000 Penalty: 2780.834473
	Iteration 21Q: 3 clusters Score -638192.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -638197.687500 Penalty: 2780.834473
	Iteration 22Q: 3 clusters Score -638197.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -638205.625000 Penalty: 2780.834473
	Iteration 23Q: 3 clusters Score -638205.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -638211.125000 Penalty: 2780.834473
	Iteration 24Q: 3 clusters Score -638211.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -638215.000000 Penalty: 2780.834473
	Iteration 25Q: 3 clusters Score -638215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -638220.625000 Penalty: 2780.834473
	Iteration 26Q: 3 clusters Score -638220.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -638223.437500 Penalty: 2780.834473
	Iteration 27Q: 3 clusters Score -638223.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -638225.687500 Penalty: 2780.834473
	Iteration 28Q: 3 clusters Score -638225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -638229.062500 Penalty: 2780.834473
	Iteration 29Q: 3 clusters Score -638229.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -638229.812500 Penalty: 2780.834473
	Iteration 30Q: 3 clusters Score -638229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -638233.812500 Penalty: 2780.834473
	Iteration 31Q: 3 clusters Score -638233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -638233.562500 Penalty: 2780.834473
	Iteration 32Q: 3 clusters Score -638233.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -638233.875000 Penalty: 2780.834473
	Iteration 33Q: 3 clusters Score -638233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -638235.125000 Penalty: 2780.834473
	Iteration 34Q: 3 clusters Score -638235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -638237.437500 Penalty: 2780.834473
	Iteration 35Q: 3 clusters Score -638237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -638236.812500 Penalty: 2780.834473
	Iteration 36Q: 3 clusters Score -638236.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -638238.562500 Penalty: 2780.834473
	Iteration 37Q: 3 clusters Score -638238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -638239.875000 Penalty: 2780.834473
	Iteration 38Q: 3 clusters Score -638239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -638240.625000 Penalty: 2780.834473
	Iteration 39Q: 3 clusters Score -638240.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -638239.687500 Penalty: 2780.834473
	Iteration 40F: 3 clusters Score -638239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -638240.562500 Penalty: 2780.834473
	Iteration 41Q: 3 clusters Score -638240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -638241.437500 Penalty: 2780.834473
	Iteration 42Q: 3 clusters Score -638241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -638242.437500 Penalty: 2780.834473
	Iteration 43Q: 3 clusters Score -638242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -638244.500000 Penalty: 2780.834473
	Iteration 44Q: 3 clusters Score -638244.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -638245.437500 Penalty: 2780.834473
	Iteration 45Q: 3 clusters Score -638245.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -638246.750000 Penalty: 2780.834473
	Iteration 46Q: 3 clusters Score -638246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -638247.312500 Penalty: 2780.834473
	Iteration 47Q: 3 clusters Score -638247.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -638249.687500 Penalty: 2780.834473
	Iteration 48Q: 3 clusters Score -638249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -638250.625000 Penalty: 2780.834473
	Iteration 49Q: 3 clusters Score -638250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -638249.750000 Penalty: 2780.834473
	Iteration 50Q: 3 clusters Score -638249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -638250.375000 Penalty: 2780.834473
	Iteration 51Q: 3 clusters Score -638250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -638250.500000 Penalty: 2780.834473
	Iteration 52Q: 3 clusters Score -638250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -638249.812500 Penalty: 2780.834473
	Iteration 53Q: 3 clusters Score -638249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -638251.062500 Penalty: 2780.834473
	Iteration 54Q: 3 clusters Score -638251.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -638251.125000 Penalty: 2780.834473
	Iteration 55Q: 3 clusters Score -638251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -638250.687500 Penalty: 2780.834473
	Iteration 56Q: 3 clusters Score -638250.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -638251.937500 Penalty: 2780.834473
	Iteration 57Q: 3 clusters Score -638251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -638250.812500 Penalty: 2780.834473
	Iteration 58Q: 3 clusters Score -638250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -638252.562500 Penalty: 2780.834473
	Iteration 59Q: 3 clusters Score -638252.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -638252.562500 Penalty: 2780.834473
	Iteration 60F: 3 clusters Score -638252.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -494481.687500 Penalty: 1351.438477
	Iteration 0F: 2 clusters Score -494481.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -491095.000000 Penalty: 2702.876953
	Iteration 0F: 3 clusters Score -491095 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -491970.562500 Penalty: 2702.876953
	Iteration 1F: 3 clusters Score -491970.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -492152.843750 Penalty: 2702.876953
	Iteration 2F: 3 clusters Score -492152.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -492280.500000 Penalty: 2702.876953
	Iteration 3F: 3 clusters Score -492280.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -492371.937500 Penalty: 2702.876953
	Iteration 4Q: 3 clusters Score -492371.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -492461.843750 Penalty: 2702.876953
	Iteration 5Q: 3 clusters Score -492461.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -492533.343750 Penalty: 2702.876953
	Iteration 6Q: 3 clusters Score -492533.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -492592.875000 Penalty: 2702.876953
	Iteration 7Q: 3 clusters Score -492592.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -492638.312500 Penalty: 2702.876953
	Iteration 8Q: 3 clusters Score -492638.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -492686.718750 Penalty: 2702.876953
	Iteration 9Q: 3 clusters Score -492686.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -492735.906250 Penalty: 2702.876953
	Iteration 10Q: 3 clusters Score -492735.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -492795.312500 Penalty: 2702.876953
	Iteration 11Q: 3 clusters Score -492795.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -492850.562500 Penalty: 2702.876953
	Iteration 12Q: 3 clusters Score -492850.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -492895.437500 Penalty: 2702.876953
	Iteration 13Q: 3 clusters Score -492895.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -492924.656250 Penalty: 2702.876953
	Iteration 14Q: 3 clusters Score -492924.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -492945.625000 Penalty: 2702.876953
	Iteration 15Q: 3 clusters Score -492945.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -492967.593750 Penalty: 2702.876953
	Iteration 16Q: 3 clusters Score -492967.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -492995.062500 Penalty: 2702.876953
	Iteration 17Q: 3 clusters Score -492995.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -493025.500000 Penalty: 2702.876953
	Iteration 18Q: 3 clusters Score -493025.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -493055.968750 Penalty: 2702.876953
	Iteration 19Q: 3 clusters Score -493056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -493078.906250 Penalty: 2702.876953
	Iteration 20F: 3 clusters Score -493078.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -493094.250000 Penalty: 2702.876953
	Iteration 21Q: 3 clusters Score -493094.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -493103.812500 Penalty: 2702.876953
	Iteration 22Q: 3 clusters Score -493103.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -493112.562500 Penalty: 2702.876953
	Iteration 23Q: 3 clusters Score -493112.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -493122.000000 Penalty: 2702.876953
	Iteration 24Q: 3 clusters Score -493122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -493132.281250 Penalty: 2702.876953
	Iteration 25Q: 3 clusters Score -493132.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -493143.093750 Penalty: 2702.876953
	Iteration 26Q: 3 clusters Score -493143.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -493155.062500 Penalty: 2702.876953
	Iteration 27Q: 3 clusters Score -493155.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -493161.093750 Penalty: 2702.876953
	Iteration 28Q: 3 clusters Score -493161.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -493165.250000 Penalty: 2702.876953
	Iteration 29Q: 3 clusters Score -493165.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -493169.062500 Penalty: 2702.876953
	Iteration 30Q: 3 clusters Score -493169.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -493174.531250 Penalty: 2702.876953
	Iteration 31Q: 3 clusters Score -493174.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -493183.312500 Penalty: 2702.876953
	Iteration 32Q: 3 clusters Score -493183.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -493194.375000 Penalty: 2702.876953
	Iteration 33Q: 3 clusters Score -493194.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -493206.687500 Penalty: 2702.876953
	Iteration 34Q: 3 clusters Score -493206.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -493221.187500 Penalty: 2702.876953
	Iteration 35Q: 3 clusters Score -493221.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -493247.500000 Penalty: 2702.876953
	Iteration 36Q: 3 clusters Score -493247.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -493278.343750 Penalty: 2702.876953
	Iteration 37Q: 3 clusters Score -493278.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -493309.343750 Penalty: 2702.876953
	Iteration 38Q: 3 clusters Score -493309.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -493337.593750 Penalty: 2702.876953
	Iteration 39Q: 3 clusters Score -493337.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -493370.718750 Penalty: 2702.876953
	Iteration 40F: 3 clusters Score -493370.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -493410.718750 Penalty: 2702.876953
	Iteration 41Q: 3 clusters Score -493410.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -493447.500000 Penalty: 2702.876953
	Iteration 42Q: 3 clusters Score -493447.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -493479.718750 Penalty: 2702.876953
	Iteration 43Q: 3 clusters Score -493479.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -493510.906250 Penalty: 2702.876953
	Iteration 44Q: 3 clusters Score -493510.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -493545.625000 Penalty: 2702.876953
	Iteration 45Q: 3 clusters Score -493545.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -493580.250000 Penalty: 2702.876953
	Iteration 46Q: 3 clusters Score -493580.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -493599.718750 Penalty: 2702.876953
	Iteration 47Q: 3 clusters Score -493599.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -493617.625000 Penalty: 2702.876953
	Iteration 48Q: 3 clusters Score -493617.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -493633.406250 Penalty: 2702.876953
	Iteration 49Q: 3 clusters Score -493633.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -493639.906250 Penalty: 2702.876953
	Iteration 50Q: 3 clusters Score -493639.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -493647.968750 Penalty: 2702.876953
	Iteration 51Q: 3 clusters Score -493648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -493656.906250 Penalty: 2702.876953
	Iteration 52Q: 3 clusters Score -493656.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -493665.062500 Penalty: 2702.876953
	Iteration 53Q: 3 clusters Score -493665.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -493672.687500 Penalty: 2702.876953
	Iteration 54Q: 3 clusters Score -493672.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -493682.281250 Penalty: 2702.876953
	Iteration 55Q: 3 clusters Score -493682.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -493692.375000 Penalty: 2702.876953
	Iteration 56Q: 3 clusters Score -493692.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -493702.031250 Penalty: 2702.876953
	Iteration 57Q: 3 clusters Score -493702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -493710.468750 Penalty: 2702.876953
	Iteration 58Q: 3 clusters Score -493710.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -493719.500000 Penalty: 2702.876953
	Iteration 59Q: 3 clusters Score -493719.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -493731.968750 Penalty: 2702.876953
	Iteration 60F: 3 clusters Score -493732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -493740.562500 Penalty: 2702.876953
	Iteration 61Q: 3 clusters Score -493740.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -493745.875000 Penalty: 2702.876953
	Iteration 62Q: 3 clusters Score -493745.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -493750.187500 Penalty: 2702.876953
	Iteration 63Q: 3 clusters Score -493750.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -493753.500000 Penalty: 2702.876953
	Iteration 64Q: 3 clusters Score -493753.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -493755.500000 Penalty: 2702.876953
	Iteration 65Q: 3 clusters Score -493755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -493756.937500 Penalty: 2702.876953
	Iteration 66Q: 3 clusters Score -493756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -493756.843750 Penalty: 2702.876953
	Iteration 67Q: 3 clusters Score -493756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -493758.093750 Penalty: 2702.876953
	Iteration 68Q: 3 clusters Score -493758.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -493758.625000 Penalty: 2702.876953
	Iteration 69Q: 3 clusters Score -493758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -493760.187500 Penalty: 2702.876953
	Iteration 70Q: 3 clusters Score -493760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -493760.031250 Penalty: 2702.876953
	Iteration 71Q: 3 clusters Score -493760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -493760.187500 Penalty: 2702.876953
	Iteration 72Q: 3 clusters Score -493760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -493761.031250 Penalty: 2702.876953
	Iteration 73Q: 3 clusters Score -493761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -493761.250000 Penalty: 2702.876953
	Iteration 74Q: 3 clusters Score -493761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -493762.812500 Penalty: 2702.876953
	Iteration 75Q: 3 clusters Score -493762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -493765.875000 Penalty: 2702.876953
	Iteration 76Q: 3 clusters Score -493765.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -493772.343750 Penalty: 2702.876953
	Iteration 77Q: 3 clusters Score -493772.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -493776.625000 Penalty: 2702.876953
	Iteration 78Q: 3 clusters Score -493776.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -493779.781250 Penalty: 2702.876953
	Iteration 79Q: 3 clusters Score -493779.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -493781.531250 Penalty: 2702.876953
	Iteration 80F: 3 clusters Score -493781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -493784.281250 Penalty: 2702.876953
	Iteration 81Q: 3 clusters Score -493784.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -493786.343750 Penalty: 2702.876953
	Iteration 82Q: 3 clusters Score -493786.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -493790.812500 Penalty: 2702.876953
	Iteration 83Q: 3 clusters Score -493790.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -493793.031250 Penalty: 2702.876953
	Iteration 84Q: 3 clusters Score -493793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -493796.000000 Penalty: 2702.876953
	Iteration 85Q: 3 clusters Score -493796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -493797.562500 Penalty: 2702.876953
	Iteration 86Q: 3 clusters Score -493797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -493798.250000 Penalty: 2702.876953
	Iteration 87Q: 3 clusters Score -493798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -493798.187500 Penalty: 2702.876953
	Iteration 88Q: 3 clusters Score -493798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -493799.093750 Penalty: 2702.876953
	Iteration 89Q: 3 clusters Score -493799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -493799.281250 Penalty: 2702.876953
	Iteration 90Q: 3 clusters Score -493799.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -493799.281250 Penalty: 2702.876953
	Iteration 91F: 3 clusters Score -493799.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (191949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191949 members 
Entering Unmasked Estep 
Score: -23797312.000000 Penalty: 1976.810059
	Iteration 0F: 2 clusters Score -2.379731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -23755406.000000 Penalty: 3953.620117
	Iteration 0F: 3 clusters Score -2.375541e+07 nChanged 92793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -23810350.000000 Penalty: 3953.620117
	Iteration 1F: 3 clusters Score -2.381035e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 108080 members 
Entering Unmasked Estep 
Score: -23812624.000000 Penalty: 3953.620117
	Iteration 2F: 3 clusters Score -2.381262e+07 nChanged 14226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 109440 members 
Entering Unmasked Estep 
Score: -23817462.000000 Penalty: 3953.620117
	Iteration 3F: 3 clusters Score -2.381746e+07 nChanged 16527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84742 members 
Mstep: Class 2 contains 107207 members 
Entering Unmasked Estep 
Score: -23827060.000000 Penalty: 3953.620117
	Iteration 4F: 3 clusters Score -2.382706e+07 nChanged 17247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91209 members 
Mstep: Class 2 contains 100740 members 
Entering Unmasked Estep 
Score: -23841082.000000 Penalty: 3953.620117
	Iteration 5F: 3 clusters Score -2.384108e+07 nChanged 14707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 92361 members 
Entering Unmasked Estep 
Score: -23850672.000000 Penalty: 3953.620117
	Iteration 6F: 3 clusters Score -2.385067e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108009 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -23853664.000000 Penalty: 3953.620117
	Iteration 7F: 3 clusters Score -2.385366e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -23852934.000000 Penalty: 3953.620117
	Iteration 8Q: 3 clusters Score -2.385293e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118995 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -23853548.000000 Penalty: 3953.620117
	Iteration 9Q: 3 clusters Score -2.385355e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123099 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -23854036.000000 Penalty: 3953.620117
	Iteration 10Q: 3 clusters Score -2.385404e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126693 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -23853694.000000 Penalty: 3953.620117
	Iteration 11Q: 3 clusters Score -2.385369e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129444 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -23853020.000000 Penalty: 3953.620117
	Iteration 12Q: 3 clusters Score -2.385302e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131230 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -23852354.000000 Penalty: 3953.620117
	Iteration 13Q: 3 clusters Score -2.385235e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132120 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -23851394.000000 Penalty: 3953.620117
	Iteration 14Q: 3 clusters Score -2.385139e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131961 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -23850824.000000 Penalty: 3953.620117
	Iteration 15Q: 3 clusters Score -2.385082e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131037 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -23850170.000000 Penalty: 3953.620117
	Iteration 16Q: 3 clusters Score -2.385017e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129412 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -23850020.000000 Penalty: 3953.620117
	Iteration 17Q: 3 clusters Score -2.385002e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127327 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -23849890.000000 Penalty: 3953.620117
	Iteration 18Q: 3 clusters Score -2.384989e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124660 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -23850538.000000 Penalty: 3953.620117
	Iteration 19Q: 3 clusters Score -2.385054e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121770 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -23852348.000000 Penalty: 3953.620117
	Iteration 20F: 3 clusters Score -2.385235e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118155 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -23853392.000000 Penalty: 3953.620117
	Iteration 21Q: 3 clusters Score -2.385339e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114285 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -23854430.000000 Penalty: 3953.620117
	Iteration 22Q: 3 clusters Score -2.385443e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -23855230.000000 Penalty: 3953.620117
	Iteration 23Q: 3 clusters Score -2.385523e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -23856234.000000 Penalty: 3953.620117
	Iteration 24Q: 3 clusters Score -2.385623e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105260 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -23857486.000000 Penalty: 3953.620117
	Iteration 25Q: 3 clusters Score -2.385749e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -23858734.000000 Penalty: 3953.620117
	Iteration 26Q: 3 clusters Score -2.385873e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101340 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -23859448.000000 Penalty: 3953.620117
	Iteration 27Q: 3 clusters Score -2.385945e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100254 members 
Mstep: Class 2 contains 91695 members 
Entering Unmasked Estep 
Score: -23860186.000000 Penalty: 3953.620117
	Iteration 28Q: 3 clusters Score -2.386019e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 92336 members 
Entering Unmasked Estep 
Score: -23860822.000000 Penalty: 3953.620117
	Iteration 29Q: 3 clusters Score -2.386082e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 92608 members 
Entering Unmasked Estep 
Score: -23861206.000000 Penalty: 3953.620117
	Iteration 30Q: 3 clusters Score -2.386121e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99424 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -23861460.000000 Penalty: 3953.620117
	Iteration 31Q: 3 clusters Score -2.386146e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99796 members 
Mstep: Class 2 contains 92153 members 
Entering Unmasked Estep 
Score: -23861802.000000 Penalty: 3953.620117
	Iteration 32Q: 3 clusters Score -2.38618e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -23861954.000000 Penalty: 3953.620117
	Iteration 33Q: 3 clusters Score -2.386195e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -23862232.000000 Penalty: 3953.620117
	Iteration 34Q: 3 clusters Score -2.386223e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -23862364.000000 Penalty: 3953.620117
	Iteration 35Q: 3 clusters Score -2.386236e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -23862552.000000 Penalty: 3953.620117
	Iteration 36Q: 3 clusters Score -2.386255e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103149 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -23862670.000000 Penalty: 3953.620117
	Iteration 37Q: 3 clusters Score -2.386267e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103844 members 
Mstep: Class 2 contains 88105 members 
Entering Unmasked Estep 
Score: -23862600.000000 Penalty: 3953.620117
	Iteration 38Q: 3 clusters Score -2.38626e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104507 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -23862496.000000 Penalty: 3953.620117
	Iteration 39Q: 3 clusters Score -2.38625e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -23862504.000000 Penalty: 3953.620117
	Iteration 40F: 3 clusters Score -2.38625e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105451 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
Score: -23862466.000000 Penalty: 3953.620117
	Iteration 41Q: 3 clusters Score -2.386247e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -23862426.000000 Penalty: 3953.620117
	Iteration 42Q: 3 clusters Score -2.386243e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106158 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -23862456.000000 Penalty: 3953.620117
	Iteration 43Q: 3 clusters Score -2.386246e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106391 members 
Mstep: Class 2 contains 85558 members 
Entering Unmasked Estep 
Score: -23862432.000000 Penalty: 3953.620117
	Iteration 44Q: 3 clusters Score -2.386243e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106598 members 
Mstep: Class 2 contains 85351 members 
Entering Unmasked Estep 
Score: -23862440.000000 Penalty: 3953.620117
	Iteration 45Q: 3 clusters Score -2.386244e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -23862416.000000 Penalty: 3953.620117
	Iteration 46Q: 3 clusters Score -2.386242e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -23862338.000000 Penalty: 3953.620117
	Iteration 47Q: 3 clusters Score -2.386234e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -23862326.000000 Penalty: 3953.620117
	Iteration 48Q: 3 clusters Score -2.386233e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 84963 members 
Entering Unmasked Estep 
Score: -23862286.000000 Penalty: 3953.620117
	Iteration 49Q: 3 clusters Score -2.386229e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 84956 members 
Entering Unmasked Estep 
Score: -23862200.000000 Penalty: 3953.620117
	Iteration 50Q: 3 clusters Score -2.38622e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106988 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -23862182.000000 Penalty: 3953.620117
	Iteration 51Q: 3 clusters Score -2.386218e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
Score: -23862184.000000 Penalty: 3953.620117
	Iteration 52Q: 3 clusters Score -2.386218e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106936 members 
Mstep: Class 2 contains 85013 members 
Entering Unmasked Estep 
Score: -23862192.000000 Penalty: 3953.620117
	Iteration 53Q: 3 clusters Score -2.386219e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -23862200.000000 Penalty: 3953.620117
	Iteration 54Q: 3 clusters Score -2.38622e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106889 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -23862166.000000 Penalty: 3953.620117
	Iteration 55Q: 3 clusters Score -2.386217e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -23862174.000000 Penalty: 3953.620117
	Iteration 56Q: 3 clusters Score -2.386217e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106819 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -23862182.000000 Penalty: 3953.620117
	Iteration 57Q: 3 clusters Score -2.386218e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 85158 members 
Entering Unmasked Estep 
Score: -23862182.000000 Penalty: 3953.620117
	Iteration 58Q: 3 clusters Score -2.386218e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106784 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -23862182.000000 Penalty: 3953.620117
	Iteration 59Q: 3 clusters Score -2.386218e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106770 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -23862212.000000 Penalty: 3953.620117
	Iteration 60F: 3 clusters Score -2.386221e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106769 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -23862198.000000 Penalty: 3953.620117
	Iteration 61Q: 3 clusters Score -2.38622e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106756 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -23862190.000000 Penalty: 3953.620117
	Iteration 62Q: 3 clusters Score -2.386219e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 85203 members 
Entering Unmasked Estep 
Score: -23862208.000000 Penalty: 3953.620117
	Iteration 63Q: 3 clusters Score -2.386221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106740 members 
Mstep: Class 2 contains 85209 members 
Entering Unmasked Estep 
Score: -23862226.000000 Penalty: 3953.620117
	Iteration 64Q: 3 clusters Score -2.386223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106739 members 
Mstep: Class 2 contains 85210 members 
Entering Unmasked Estep 
Score: -23862214.000000 Penalty: 3953.620117
	Iteration 65Q: 3 clusters Score -2.386221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -23862216.000000 Penalty: 3953.620117
	Iteration 66Q: 3 clusters Score -2.386222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 85206 members 
Entering Unmasked Estep 
Score: -23862242.000000 Penalty: 3953.620117
	Iteration 67Q: 3 clusters Score -2.386224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 85206 members 
Entering Unmasked Estep 
Score: -23862230.000000 Penalty: 3953.620117
	Iteration 68Q: 3 clusters Score -2.386223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -23862222.000000 Penalty: 3953.620117
	Iteration 69Q: 3 clusters Score -2.386222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -23862218.000000 Penalty: 3953.620117
	Iteration 70Q: 3 clusters Score -2.386222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -23862218.000000 Penalty: 3953.620117
	Iteration 71Q: 3 clusters Score -2.386222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -23862224.000000 Penalty: 3953.620117
	Iteration 72Q: 3 clusters Score -2.386222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -23862226.000000 Penalty: 3953.620117
	Iteration 73Q: 3 clusters Score -2.386223e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -23862234.000000 Penalty: 3953.620117
	Iteration 74Q: 3 clusters Score -2.386223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -23862232.000000 Penalty: 3953.620117
	Iteration 75Q: 3 clusters Score -2.386223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106769 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -23862210.000000 Penalty: 3953.620117
	Iteration 76Q: 3 clusters Score -2.386221e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -23862210.000000 Penalty: 3953.620117
	Iteration 77Q: 3 clusters Score -2.386221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -23862218.000000 Penalty: 3953.620117
	Iteration 78Q: 3 clusters Score -2.386222e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106772 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -23862230.000000 Penalty: 3953.620117
	Iteration 79Q: 3 clusters Score -2.386223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106776 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -23862234.000000 Penalty: 3953.620117
	Iteration 80F: 3 clusters Score -2.386223e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -23862206.000000 Penalty: 3953.620117
	Iteration 81Q: 3 clusters Score -2.386221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106760 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -23862218.000000 Penalty: 3953.620117
	Iteration 82Q: 3 clusters Score -2.386222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106763 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -23862224.000000 Penalty: 3953.620117
	Iteration 83Q: 3 clusters Score -2.386222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -23862216.000000 Penalty: 3953.620117
	Iteration 84Q: 3 clusters Score -2.386222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106760 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -23862206.000000 Penalty: 3953.620117
	Iteration 85Q: 3 clusters Score -2.386221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106763 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -23862212.000000 Penalty: 3953.620117
	Iteration 86Q: 3 clusters Score -2.386221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106768 members 
Mstep: Class 2 contains 85181 members 
Entering Unmasked Estep 
Score: -23862228.000000 Penalty: 3953.620117
	Iteration 87Q: 3 clusters Score -2.386223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106769 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -23862212.000000 Penalty: 3953.620117
	Iteration 88Q: 3 clusters Score -2.386221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106764 members 
Mstep: Class 2 contains 85185 members 
Entering Unmasked Estep 
Score: -23862218.000000 Penalty: 3953.620117
	Iteration 89Q: 3 clusters Score -2.386222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106764 members 
Mstep: Class 2 contains 85185 members 
Entering Unmasked Estep 
Score: -23862214.000000 Penalty: 3953.620117
	Iteration 90Q: 3 clusters Score -2.386221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -23862210.000000 Penalty: 3953.620117
	Iteration 91Q: 3 clusters Score -2.386221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -23862206.000000 Penalty: 3953.620117
	Iteration 92Q: 3 clusters Score -2.386221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106763 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -23862206.000000 Penalty: 3953.620117
	Iteration 93Q: 3 clusters Score -2.386221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106768 members 
Mstep: Class 2 contains 85181 members 
Entering Unmasked Estep 
Score: -23862206.000000 Penalty: 3953.620117
	Iteration 94Q: 3 clusters Score -2.386221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106773 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -23862218.000000 Penalty: 3953.620117
	Iteration 95Q: 3 clusters Score -2.386222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -23862216.000000 Penalty: 3953.620117
	Iteration 96Q: 3 clusters Score -2.386222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -23862224.000000 Penalty: 3953.620117
	Iteration 97Q: 3 clusters Score -2.386222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106776 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -23862224.000000 Penalty: 3953.620117
	Iteration 98Q: 3 clusters Score -2.386222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -23862218.000000 Penalty: 3953.620117
	Iteration 99Q: 3 clusters Score -2.386222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106778 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -23862226.000000 Penalty: 3953.620117
	Iteration 100F: 3 clusters Score -2.386223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106778 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -23862218.000000 Penalty: 3953.620117
	Iteration 101Q: 3 clusters Score -2.386222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -23862214.000000 Penalty: 3953.620117
	Iteration 102Q: 3 clusters Score -2.386221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -23862214.000000 Penalty: 3953.620117
	Iteration 103F: 3 clusters Score -2.386221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 27592 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 51071 members 
Mstep: Class 8 contains 99244 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 106777 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 69635 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 85172 members 
Entering Unmasked Estep 
Score: -102153608.000000 Penalty: 57639.968750
Splitting cluster 13 changes total score from -102028104.000000 to -102153608.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -76701.640625 Penalty: 1093.984253
	Iteration 0F: 2 clusters Score -76701.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75560.390625 Penalty: 2187.968506
	Iteration 0F: 3 clusters Score -75560.39 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -76439.203125 Penalty: 2187.968506
	Iteration 1F: 3 clusters Score -76439.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -76765.078125 Penalty: 2187.968506
	Iteration 2F: 3 clusters Score -76765.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -76920.570312 Penalty: 2187.968506
	Iteration 3F: 3 clusters Score -76920.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -77021.007812 Penalty: 2187.968506
	Iteration 4Q: 3 clusters Score -77021.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -77102.148438 Penalty: 2187.968506
	Iteration 5Q: 3 clusters Score -77102.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77161.984375 Penalty: 2187.968506
	Iteration 6Q: 3 clusters Score -77161.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -77261.250000 Penalty: 2187.968506
	Iteration 7Q: 3 clusters Score -77261.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77325.789062 Penalty: 2187.968506
	Iteration 8Q: 3 clusters Score -77325.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -77359.500000 Penalty: 2187.968506
	Iteration 9Q: 3 clusters Score -77359.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77393.093750 Penalty: 2187.968506
	Iteration 10Q: 3 clusters Score -77393.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -77425.515625 Penalty: 2187.968506
	Iteration 11Q: 3 clusters Score -77425.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77480.507812 Penalty: 2187.968506
	Iteration 12Q: 3 clusters Score -77480.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -77526.921875 Penalty: 2187.968506
	Iteration 13Q: 3 clusters Score -77526.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77601.687500 Penalty: 2187.968506
	Iteration 14Q: 3 clusters Score -77601.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77653.750000 Penalty: 2187.968506
	Iteration 15Q: 3 clusters Score -77653.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77708.765625 Penalty: 2187.968506
	Iteration 16Q: 3 clusters Score -77708.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77751.406250 Penalty: 2187.968506
	Iteration 17Q: 3 clusters Score -77751.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77765.703125 Penalty: 2187.968506
	Iteration 18Q: 3 clusters Score -77765.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77773.242188 Penalty: 2187.968506
	Iteration 19Q: 3 clusters Score -77773.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77843.250000 Penalty: 2187.968506
	Iteration 20F: 3 clusters Score -77843.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78034.492188 Penalty: 2187.968506
	Iteration 21Q: 3 clusters Score -78034.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78176.484375 Penalty: 2187.968506
	Iteration 22Q: 3 clusters Score -78176.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78385.281250 Penalty: 2187.968506
	Iteration 23Q: 3 clusters Score -78385.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78446.242188 Penalty: 2187.968506
	Iteration 24Q: 3 clusters Score -78446.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78464.890625 Penalty: 2187.968506
	Iteration 25Q: 3 clusters Score -78464.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78465.125000 Penalty: 2187.968506
	Iteration 26Q: 3 clusters Score -78465.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78465.125000 Penalty: 2187.968506
	Iteration 27F: 3 clusters Score -78465.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 27592 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 51071 members 
Mstep: Class 8 contains 99244 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 106777 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 69635 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 85172 members 
Mstep: Class 27 contains 376 members 
Entering Unmasked Estep 
Score: -102154208.000000 Penalty: 59856.890625
Splitting cluster 14 changes total score from -102028104.000000 to -102154208.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -804144.875000 Penalty: 1431.578369
	Iteration 0F: 2 clusters Score -804144.9 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 3370 members 
Entering Unmasked Estep 
Score: -799077.062500 Penalty: 2863.156738
	Iteration 0F: 3 clusters Score -799077.1 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -800660.000000 Penalty: 2863.156738
	Iteration 1F: 3 clusters Score -800660 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -800975.437500 Penalty: 2863.156738
	Iteration 2F: 3 clusters Score -800975.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -801289.687500 Penalty: 2863.156738
	Iteration 3F: 3 clusters Score -801289.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -801638.375000 Penalty: 2863.156738
	Iteration 4F: 3 clusters Score -801638.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -802008.250000 Penalty: 2863.156738
	Iteration 5F: 3 clusters Score -802008.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -802395.312500 Penalty: 2863.156738
	Iteration 6F: 3 clusters Score -802395.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -802753.562500 Penalty: 2863.156738
	Iteration 7F: 3 clusters Score -802753.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -803011.562500 Penalty: 2863.156738
	Iteration 8Q: 3 clusters Score -803011.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -803174.062500 Penalty: 2863.156738
	Iteration 9Q: 3 clusters Score -803174.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -803266.125000 Penalty: 2863.156738
	Iteration 10Q: 3 clusters Score -803266.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -803321.875000 Penalty: 2863.156738
	Iteration 11Q: 3 clusters Score -803321.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -803361.750000 Penalty: 2863.156738
	Iteration 12Q: 3 clusters Score -803361.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -803399.562500 Penalty: 2863.156738
	Iteration 13Q: 3 clusters Score -803399.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -803431.250000 Penalty: 2863.156738
	Iteration 14Q: 3 clusters Score -803431.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -803463.625000 Penalty: 2863.156738
	Iteration 15Q: 3 clusters Score -803463.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -803479.000000 Penalty: 2863.156738
	Iteration 16Q: 3 clusters Score -803479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -803494.937500 Penalty: 2863.156738
	Iteration 17Q: 3 clusters Score -803494.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -803509.375000 Penalty: 2863.156738
	Iteration 18Q: 3 clusters Score -803509.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -803524.312500 Penalty: 2863.156738
	Iteration 19Q: 3 clusters Score -803524.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -803535.562500 Penalty: 2863.156738
	Iteration 20F: 3 clusters Score -803535.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -803542.750000 Penalty: 2863.156738
	Iteration 21Q: 3 clusters Score -803542.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -803549.625000 Penalty: 2863.156738
	Iteration 22Q: 3 clusters Score -803549.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -803554.250000 Penalty: 2863.156738
	Iteration 23Q: 3 clusters Score -803554.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -803560.750000 Penalty: 2863.156738
	Iteration 24Q: 3 clusters Score -803560.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -803569.937500 Penalty: 2863.156738
	Iteration 25Q: 3 clusters Score -803569.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -803577.062500 Penalty: 2863.156738
	Iteration 26Q: 3 clusters Score -803577.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -803586.875000 Penalty: 2863.156738
	Iteration 27Q: 3 clusters Score -803586.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -803600.500000 Penalty: 2863.156738
	Iteration 28Q: 3 clusters Score -803600.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -803610.625000 Penalty: 2863.156738
	Iteration 29Q: 3 clusters Score -803610.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -803617.562500 Penalty: 2863.156738
	Iteration 30Q: 3 clusters Score -803617.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -803619.375000 Penalty: 2863.156738
	Iteration 31Q: 3 clusters Score -803619.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -803621.437500 Penalty: 2863.156738
	Iteration 32Q: 3 clusters Score -803621.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -803625.500000 Penalty: 2863.156738
	Iteration 33Q: 3 clusters Score -803625.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -803628.000000 Penalty: 2863.156738
	Iteration 34Q: 3 clusters Score -803628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -803627.125000 Penalty: 2863.156738
	Iteration 35Q: 3 clusters Score -803627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -803627.562500 Penalty: 2863.156738
	Iteration 36Q: 3 clusters Score -803627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -803627.500000 Penalty: 2863.156738
	Iteration 37Q: 3 clusters Score -803627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -803628.125000 Penalty: 2863.156738
	Iteration 38Q: 3 clusters Score -803628.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -803629.250000 Penalty: 2863.156738
	Iteration 39Q: 3 clusters Score -803629.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -803629.750000 Penalty: 2863.156738
	Iteration 40F: 3 clusters Score -803629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -803631.187500 Penalty: 2863.156738
	Iteration 41Q: 3 clusters Score -803631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -803633.000000 Penalty: 2863.156738
	Iteration 42Q: 3 clusters Score -803633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -803635.312500 Penalty: 2863.156738
	Iteration 43Q: 3 clusters Score -803635.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -803638.500000 Penalty: 2863.156738
	Iteration 44Q: 3 clusters Score -803638.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -803640.625000 Penalty: 2863.156738
	Iteration 45Q: 3 clusters Score -803640.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -803642.500000 Penalty: 2863.156738
	Iteration 46Q: 3 clusters Score -803642.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -803646.250000 Penalty: 2863.156738
	Iteration 47Q: 3 clusters Score -803646.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -803649.062500 Penalty: 2863.156738
	Iteration 48Q: 3 clusters Score -803649.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -803649.062500 Penalty: 2863.156738
	Iteration 49Q: 3 clusters Score -803649.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -803652.625000 Penalty: 2863.156738
	Iteration 50Q: 3 clusters Score -803652.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -803652.562500 Penalty: 2863.156738
	Iteration 51Q: 3 clusters Score -803652.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -803653.437500 Penalty: 2863.156738
	Iteration 52Q: 3 clusters Score -803653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -803654.312500 Penalty: 2863.156738
	Iteration 53Q: 3 clusters Score -803654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -803654.312500 Penalty: 2863.156738
	Iteration 54Q: 3 clusters Score -803654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -803654.875000 Penalty: 2863.156738
	Iteration 55Q: 3 clusters Score -803654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -803654.875000 Penalty: 2863.156738
	Iteration 56F: 3 clusters Score -803654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -52951.703125 Penalty: 1097.433716
	Iteration 0F: 2 clusters Score -52951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52113.667969 Penalty: 2194.867432
	Iteration 0F: 3 clusters Score -52113.67 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54906.265625 Penalty: 2194.867432
	Iteration 1F: 3 clusters Score -54906.27 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56494.828125 Penalty: 2194.867432
	Iteration 2F: 3 clusters Score -56494.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57438.820312 Penalty: 2194.867432
	Iteration 3F: 3 clusters Score -57438.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58062.714844 Penalty: 2194.867432
	Iteration 4Q: 3 clusters Score -58062.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58252.898438 Penalty: 2194.867432
	Iteration 5Q: 3 clusters Score -58252.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -58376.214844 Penalty: 2194.867432
	Iteration 6Q: 3 clusters Score -58376.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -58415.683594 Penalty: 2194.867432
	Iteration 7Q: 3 clusters Score -58415.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -58448.164062 Penalty: 2194.867432
	Iteration 8Q: 3 clusters Score -58448.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -58452.210938 Penalty: 2194.867432
	Iteration 9Q: 3 clusters Score -58452.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -58463.519531 Penalty: 2194.867432
	Iteration 10Q: 3 clusters Score -58463.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -58463.519531 Penalty: 2194.867432
	Iteration 11F: 3 clusters Score -58463.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 27592 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 51071 members 
Mstep: Class 8 contains 99244 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 106777 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 69635 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 85172 members 
Mstep: Class 27 contains 376 members 
Mstep: Class 28 contains 415 members 
Entering Unmasked Estep 
Score: -102158640.000000 Penalty: 62073.812500
Splitting cluster 16 changes total score from -102028104.000000 to -102158640.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (3428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Entering Unmasked Estep 
Score: -392326.875000 Penalty: 1322.706543
	Iteration 0F: 2 clusters Score -392326.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -389409.593750 Penalty: 2645.413086
	Iteration 0F: 3 clusters Score -389409.6 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -390325.593750 Penalty: 2645.413086
	Iteration 1F: 3 clusters Score -390325.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -390693.031250 Penalty: 2645.413086
	Iteration 2F: 3 clusters Score -390693 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -390977.625000 Penalty: 2645.413086
	Iteration 3F: 3 clusters Score -390977.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -391169.281250 Penalty: 2645.413086
	Iteration 4F: 3 clusters Score -391169.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -391295.218750 Penalty: 2645.413086
	Iteration 5Q: 3 clusters Score -391295.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -391384.031250 Penalty: 2645.413086
	Iteration 6Q: 3 clusters Score -391384 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -391454.000000 Penalty: 2645.413086
	Iteration 7Q: 3 clusters Score -391454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -391509.750000 Penalty: 2645.413086
	Iteration 8Q: 3 clusters Score -391509.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -391551.093750 Penalty: 2645.413086
	Iteration 9Q: 3 clusters Score -391551.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -391591.875000 Penalty: 2645.413086
	Iteration 10Q: 3 clusters Score -391591.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -391633.750000 Penalty: 2645.413086
	Iteration 11Q: 3 clusters Score -391633.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -391656.937500 Penalty: 2645.413086
	Iteration 12Q: 3 clusters Score -391656.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -391675.468750 Penalty: 2645.413086
	Iteration 13Q: 3 clusters Score -391675.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -391695.125000 Penalty: 2645.413086
	Iteration 14Q: 3 clusters Score -391695.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -391718.375000 Penalty: 2645.413086
	Iteration 15Q: 3 clusters Score -391718.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -391739.406250 Penalty: 2645.413086
	Iteration 16Q: 3 clusters Score -391739.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -391752.093750 Penalty: 2645.413086
	Iteration 17Q: 3 clusters Score -391752.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -391762.750000 Penalty: 2645.413086
	Iteration 18Q: 3 clusters Score -391762.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -391772.125000 Penalty: 2645.413086
	Iteration 19Q: 3 clusters Score -391772.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -391779.531250 Penalty: 2645.413086
	Iteration 20F: 3 clusters Score -391779.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -391787.156250 Penalty: 2645.413086
	Iteration 21Q: 3 clusters Score -391787.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -391791.500000 Penalty: 2645.413086
	Iteration 22Q: 3 clusters Score -391791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -391795.687500 Penalty: 2645.413086
	Iteration 23Q: 3 clusters Score -391795.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -391799.750000 Penalty: 2645.413086
	Iteration 24Q: 3 clusters Score -391799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -391801.625000 Penalty: 2645.413086
	Iteration 25Q: 3 clusters Score -391801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -391802.656250 Penalty: 2645.413086
	Iteration 26Q: 3 clusters Score -391802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -391802.500000 Penalty: 2645.413086
	Iteration 27Q: 3 clusters Score -391802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -391803.656250 Penalty: 2645.413086
	Iteration 28Q: 3 clusters Score -391803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -391804.062500 Penalty: 2645.413086
	Iteration 29Q: 3 clusters Score -391804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -391804.656250 Penalty: 2645.413086
	Iteration 30Q: 3 clusters Score -391804.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -391805.156250 Penalty: 2645.413086
	Iteration 31Q: 3 clusters Score -391805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -391805.750000 Penalty: 2645.413086
	Iteration 32Q: 3 clusters Score -391805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -391806.218750 Penalty: 2645.413086
	Iteration 33Q: 3 clusters Score -391806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -391806.218750 Penalty: 2645.413086
	Iteration 34F: 3 clusters Score -391806.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Entering Unmasked Estep 
Score: -416275.312500 Penalty: 1329.256592
	Iteration 0F: 2 clusters Score -416275.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -413167.093750 Penalty: 2658.513184
	Iteration 0F: 3 clusters Score -413167.1 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -413970.593750 Penalty: 2658.513184
	Iteration 1F: 3 clusters Score -413970.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -414155.593750 Penalty: 2658.513184
	Iteration 2F: 3 clusters Score -414155.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -414288.250000 Penalty: 2658.513184
	Iteration 3F: 3 clusters Score -414288.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -414380.281250 Penalty: 2658.513184
	Iteration 4Q: 3 clusters Score -414380.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -414444.937500 Penalty: 2658.513184
	Iteration 5Q: 3 clusters Score -414444.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -414502.750000 Penalty: 2658.513184
	Iteration 6Q: 3 clusters Score -414502.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -414550.187500 Penalty: 2658.513184
	Iteration 7Q: 3 clusters Score -414550.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -414597.406250 Penalty: 2658.513184
	Iteration 8Q: 3 clusters Score -414597.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -414658.562500 Penalty: 2658.513184
	Iteration 9Q: 3 clusters Score -414658.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -414726.656250 Penalty: 2658.513184
	Iteration 10Q: 3 clusters Score -414726.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -414793.781250 Penalty: 2658.513184
	Iteration 11Q: 3 clusters Score -414793.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -414866.562500 Penalty: 2658.513184
	Iteration 12Q: 3 clusters Score -414866.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -414944.750000 Penalty: 2658.513184
	Iteration 13Q: 3 clusters Score -414944.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -415011.406250 Penalty: 2658.513184
	Iteration 14Q: 3 clusters Score -415011.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -415063.718750 Penalty: 2658.513184
	Iteration 15Q: 3 clusters Score -415063.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -415104.656250 Penalty: 2658.513184
	Iteration 16Q: 3 clusters Score -415104.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -415140.843750 Penalty: 2658.513184
	Iteration 17Q: 3 clusters Score -415140.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -415168.312500 Penalty: 2658.513184
	Iteration 18Q: 3 clusters Score -415168.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -415189.156250 Penalty: 2658.513184
	Iteration 19Q: 3 clusters Score -415189.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -415207.218750 Penalty: 2658.513184
	Iteration 20F: 3 clusters Score -415207.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -415224.656250 Penalty: 2658.513184
	Iteration 21Q: 3 clusters Score -415224.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -415240.062500 Penalty: 2658.513184
	Iteration 22Q: 3 clusters Score -415240.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -415254.968750 Penalty: 2658.513184
	Iteration 23Q: 3 clusters Score -415255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -415266.687500 Penalty: 2658.513184
	Iteration 24Q: 3 clusters Score -415266.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -415276.000000 Penalty: 2658.513184
	Iteration 25Q: 3 clusters Score -415276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -415284.093750 Penalty: 2658.513184
	Iteration 26Q: 3 clusters Score -415284.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -415292.125000 Penalty: 2658.513184
	Iteration 27Q: 3 clusters Score -415292.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -415296.531250 Penalty: 2658.513184
	Iteration 28Q: 3 clusters Score -415296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -415300.562500 Penalty: 2658.513184
	Iteration 29Q: 3 clusters Score -415300.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -415303.250000 Penalty: 2658.513184
	Iteration 30Q: 3 clusters Score -415303.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -415305.843750 Penalty: 2658.513184
	Iteration 31Q: 3 clusters Score -415305.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -415309.437500 Penalty: 2658.513184
	Iteration 32Q: 3 clusters Score -415309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -415312.031250 Penalty: 2658.513184
	Iteration 33Q: 3 clusters Score -415312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -415314.375000 Penalty: 2658.513184
	Iteration 34Q: 3 clusters Score -415314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -415315.437500 Penalty: 2658.513184
	Iteration 35Q: 3 clusters Score -415315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -415315.906250 Penalty: 2658.513184
	Iteration 36Q: 3 clusters Score -415315.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -415317.500000 Penalty: 2658.513184
	Iteration 37Q: 3 clusters Score -415317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -415318.343750 Penalty: 2658.513184
	Iteration 38Q: 3 clusters Score -415318.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -415318.468750 Penalty: 2658.513184
	Iteration 39Q: 3 clusters Score -415318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -415318.125000 Penalty: 2658.513184
	Iteration 40F: 3 clusters Score -415318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Entering Unmasked Estep 
Score: -2198934.000000 Penalty: 1595.696533
	Iteration 0F: 2 clusters Score -2198934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2186339.750000 Penalty: 3191.393066
	Iteration 0F: 3 clusters Score -2186340 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2191091.500000 Penalty: 3191.393066
	Iteration 1F: 3 clusters Score -2191092 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2191614.500000 Penalty: 3191.393066
	Iteration 2F: 3 clusters Score -2191614 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2192243.750000 Penalty: 3191.393066
	Iteration 3F: 3 clusters Score -2192244 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2192903.750000 Penalty: 3191.393066
	Iteration 4F: 3 clusters Score -2192904 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2193594.750000 Penalty: 3191.393066
	Iteration 5F: 3 clusters Score -2193595 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2194286.750000 Penalty: 3191.393066
	Iteration 6F: 3 clusters Score -2194287 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2194902.750000 Penalty: 3191.393066
	Iteration 7F: 3 clusters Score -2194903 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2195443.250000 Penalty: 3191.393066
	Iteration 8Q: 3 clusters Score -2195443 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2195902.000000 Penalty: 3191.393066
	Iteration 9Q: 3 clusters Score -2195902 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2196267.500000 Penalty: 3191.393066
	Iteration 10Q: 3 clusters Score -2196268 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2196643.250000 Penalty: 3191.393066
	Iteration 11Q: 3 clusters Score -2196643 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2196981.750000 Penalty: 3191.393066
	Iteration 12Q: 3 clusters Score -2196982 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2197279.500000 Penalty: 3191.393066
	Iteration 13Q: 3 clusters Score -2197280 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2197558.000000 Penalty: 3191.393066
	Iteration 14Q: 3 clusters Score -2197558 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2197796.250000 Penalty: 3191.393066
	Iteration 15Q: 3 clusters Score -2197796 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2197979.250000 Penalty: 3191.393066
	Iteration 16Q: 3 clusters Score -2197979 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2198097.500000 Penalty: 3191.393066
	Iteration 17Q: 3 clusters Score -2198098 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2198216.250000 Penalty: 3191.393066
	Iteration 18Q: 3 clusters Score -2198216 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2198326.750000 Penalty: 3191.393066
	Iteration 19Q: 3 clusters Score -2198327 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2198475.250000 Penalty: 3191.393066
	Iteration 20F: 3 clusters Score -2198475 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2198608.500000 Penalty: 3191.393066
	Iteration 21Q: 3 clusters Score -2198608 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2198723.250000 Penalty: 3191.393066
	Iteration 22Q: 3 clusters Score -2198723 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2198847.000000 Penalty: 3191.393066
	Iteration 23Q: 3 clusters Score -2198847 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2198982.500000 Penalty: 3191.393066
	Iteration 24Q: 3 clusters Score -2198982 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2199120.250000 Penalty: 3191.393066
	Iteration 25Q: 3 clusters Score -2199120 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2199237.000000 Penalty: 3191.393066
	Iteration 26Q: 3 clusters Score -2199237 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2199355.750000 Penalty: 3191.393066
	Iteration 27Q: 3 clusters Score -2199356 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2199485.000000 Penalty: 3191.393066
	Iteration 28Q: 3 clusters Score -2199485 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2199610.500000 Penalty: 3191.393066
	Iteration 29Q: 3 clusters Score -2199610 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2199726.500000 Penalty: 3191.393066
	Iteration 30Q: 3 clusters Score -2199726 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2199851.250000 Penalty: 3191.393066
	Iteration 31Q: 3 clusters Score -2199851 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2199930.000000 Penalty: 3191.393066
	Iteration 32Q: 3 clusters Score -2199930 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2200018.000000 Penalty: 3191.393066
	Iteration 33Q: 3 clusters Score -2200018 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2200097.250000 Penalty: 3191.393066
	Iteration 34Q: 3 clusters Score -2200097 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2200147.000000 Penalty: 3191.393066
	Iteration 35Q: 3 clusters Score -2200147 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2200192.250000 Penalty: 3191.393066
	Iteration 36Q: 3 clusters Score -2200192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2200240.000000 Penalty: 3191.393066
	Iteration 37Q: 3 clusters Score -2200240 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2200269.500000 Penalty: 3191.393066
	Iteration 38Q: 3 clusters Score -2200270 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2200293.000000 Penalty: 3191.393066
	Iteration 39Q: 3 clusters Score -2200293 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2200299.250000 Penalty: 3191.393066
	Iteration 40F: 3 clusters Score -2200299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2200306.000000 Penalty: 3191.393066
	Iteration 41Q: 3 clusters Score -2200306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2200317.000000 Penalty: 3191.393066
	Iteration 42Q: 3 clusters Score -2200317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2200318.000000 Penalty: 3191.393066
	Iteration 43Q: 3 clusters Score -2200318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2200325.750000 Penalty: 3191.393066
	Iteration 44Q: 3 clusters Score -2200326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2200328.250000 Penalty: 3191.393066
	Iteration 45Q: 3 clusters Score -2200328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2200334.750000 Penalty: 3191.393066
	Iteration 46Q: 3 clusters Score -2200335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2200334.000000 Penalty: 3191.393066
	Iteration 47Q: 3 clusters Score -2200334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2200337.250000 Penalty: 3191.393066
	Iteration 48Q: 3 clusters Score -2200337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2200334.500000 Penalty: 3191.393066
	Iteration 49Q: 3 clusters Score -2200334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2200339.250000 Penalty: 3191.393066
	Iteration 50Q: 3 clusters Score -2200339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2200335.500000 Penalty: 3191.393066
	Iteration 51Q: 3 clusters Score -2200336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2200334.250000 Penalty: 3191.393066
	Iteration 52Q: 3 clusters Score -2200334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2200332.500000 Penalty: 3191.393066
	Iteration 53Q: 3 clusters Score -2200332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2200334.500000 Penalty: 3191.393066
	Iteration 54Q: 3 clusters Score -2200334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2200334.250000 Penalty: 3191.393066
	Iteration 55Q: 3 clusters Score -2200334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2200331.500000 Penalty: 3191.393066
	Iteration 56Q: 3 clusters Score -2200332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2200335.500000 Penalty: 3191.393066
	Iteration 57Q: 3 clusters Score -2200336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2200339.250000 Penalty: 3191.393066
	Iteration 58Q: 3 clusters Score -2200339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2200335.750000 Penalty: 3191.393066
	Iteration 59Q: 3 clusters Score -2200336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2200335.750000 Penalty: 3191.393066
	Iteration 60F: 3 clusters Score -2200336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 27592 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 51071 members 
Mstep: Class 8 contains 99244 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 106777 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 10268 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 69635 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 85172 members 
Mstep: Class 27 contains 376 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 8124 members 
Entering Unmasked Estep 
Score: -102159232.000000 Penalty: 64290.734375
Splitting cluster 19 changes total score from -102028104.000000 to -102159232.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (37907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Entering Unmasked Estep 
Score: -4718987.000000 Penalty: 1713.219849
	Iteration 0F: 2 clusters Score -4718987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -4693605.500000 Penalty: 3426.439697
	Iteration 0F: 3 clusters Score -4693606 nChanged 17630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -4703362.500000 Penalty: 3426.439697
	Iteration 1F: 3 clusters Score -4703362 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4703895.000000 Penalty: 3426.439697
	Iteration 2Q: 3 clusters Score -4703895 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4704638.000000 Penalty: 3426.439697
	Iteration 3Q: 3 clusters Score -4704638 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -4705717.000000 Penalty: 3426.439697
	Iteration 4F: 3 clusters Score -4705717 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -4707529.000000 Penalty: 3426.439697
	Iteration 5F: 3 clusters Score -4707529 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -4710064.500000 Penalty: 3426.439697
	Iteration 6F: 3 clusters Score -4710064 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -4712731.000000 Penalty: 3426.439697
	Iteration 7F: 3 clusters Score -4712731 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4714872.000000 Penalty: 3426.439697
	Iteration 8F: 3 clusters Score -4714872 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -4716148.000000 Penalty: 3426.439697
	Iteration 9Q: 3 clusters Score -4716148 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -4716795.000000 Penalty: 3426.439697
	Iteration 10Q: 3 clusters Score -4716795 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4717116.500000 Penalty: 3426.439697
	Iteration 11Q: 3 clusters Score -4717116 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4717266.500000 Penalty: 3426.439697
	Iteration 12Q: 3 clusters Score -4717266 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4717357.500000 Penalty: 3426.439697
	Iteration 13Q: 3 clusters Score -4717358 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -4717433.500000 Penalty: 3426.439697
	Iteration 14Q: 3 clusters Score -4717434 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -4717476.500000 Penalty: 3426.439697
	Iteration 15Q: 3 clusters Score -4717476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -4717501.500000 Penalty: 3426.439697
	Iteration 16Q: 3 clusters Score -4717502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -4717527.000000 Penalty: 3426.439697
	Iteration 17Q: 3 clusters Score -4717527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -4717545.500000 Penalty: 3426.439697
	Iteration 18Q: 3 clusters Score -4717546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4717552.500000 Penalty: 3426.439697
	Iteration 19Q: 3 clusters Score -4717552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4717558.500000 Penalty: 3426.439697
	Iteration 20F: 3 clusters Score -4717558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -4717559.500000 Penalty: 3426.439697
	Iteration 21Q: 3 clusters Score -4717560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4717567.500000 Penalty: 3426.439697
	Iteration 22Q: 3 clusters Score -4717568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4717577.000000 Penalty: 3426.439697
	Iteration 23Q: 3 clusters Score -4717577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -4717577.500000 Penalty: 3426.439697
	Iteration 24Q: 3 clusters Score -4717578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -4717578.500000 Penalty: 3426.439697
	Iteration 25Q: 3 clusters Score -4717578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4717580.000000 Penalty: 3426.439697
	Iteration 26Q: 3 clusters Score -4717580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4717589.500000 Penalty: 3426.439697
	Iteration 27Q: 3 clusters Score -4717590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -4717594.000000 Penalty: 3426.439697
	Iteration 28Q: 3 clusters Score -4717594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4717594.000000 Penalty: 3426.439697
	Iteration 29Q: 3 clusters Score -4717594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4717599.000000 Penalty: 3426.439697
	Iteration 30Q: 3 clusters Score -4717599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -4717605.000000 Penalty: 3426.439697
	Iteration 31Q: 3 clusters Score -4717605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -4717612.500000 Penalty: 3426.439697
	Iteration 32Q: 3 clusters Score -4717612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4717622.000000 Penalty: 3426.439697
	Iteration 33Q: 3 clusters Score -4717622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -4717619.500000 Penalty: 3426.439697
	Iteration 34Q: 3 clusters Score -4717620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -4717621.000000 Penalty: 3426.439697
	Iteration 35Q: 3 clusters Score -4717621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -4717620.500000 Penalty: 3426.439697
	Iteration 36Q: 3 clusters Score -4717620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -4717624.500000 Penalty: 3426.439697
	Iteration 37Q: 3 clusters Score -4717624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -4717622.000000 Penalty: 3426.439697
	Iteration 38Q: 3 clusters Score -4717622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4717627.500000 Penalty: 3426.439697
	Iteration 39Q: 3 clusters Score -4717628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -4717623.500000 Penalty: 3426.439697
	Iteration 40F: 3 clusters Score -4717624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -4717623.000000 Penalty: 3426.439697
	Iteration 41Q: 3 clusters Score -4717623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -4717625.000000 Penalty: 3426.439697
	Iteration 42Q: 3 clusters Score -4717625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -4717625.000000 Penalty: 3426.439697
	Iteration 43Q: 3 clusters Score -4717625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -4717628.000000 Penalty: 3426.439697
	Iteration 44Q: 3 clusters Score -4717628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -4717627.500000 Penalty: 3426.439697
	Iteration 45Q: 3 clusters Score -4717628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -4717630.000000 Penalty: 3426.439697
	Iteration 46Q: 3 clusters Score -4717630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4717629.500000 Penalty: 3426.439697
	Iteration 47Q: 3 clusters Score -4717630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4717632.000000 Penalty: 3426.439697
	Iteration 48Q: 3 clusters Score -4717632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4717634.000000 Penalty: 3426.439697
	Iteration 49Q: 3 clusters Score -4717634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4717637.500000 Penalty: 3426.439697
	Iteration 50Q: 3 clusters Score -4717638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4717633.500000 Penalty: 3426.439697
	Iteration 51Q: 3 clusters Score -4717634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4717644.000000 Penalty: 3426.439697
	Iteration 52Q: 3 clusters Score -4717644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -4717641.500000 Penalty: 3426.439697
	Iteration 53Q: 3 clusters Score -4717642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -4717640.000000 Penalty: 3426.439697
	Iteration 54Q: 3 clusters Score -4717640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -4717640.000000 Penalty: 3426.439697
	Iteration 55Q: 3 clusters Score -4717640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4717646.500000 Penalty: 3426.439697
	Iteration 56Q: 3 clusters Score -4717646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4717649.500000 Penalty: 3426.439697
	Iteration 57Q: 3 clusters Score -4717650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4717651.500000 Penalty: 3426.439697
	Iteration 58Q: 3 clusters Score -4717652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4717652.500000 Penalty: 3426.439697
	Iteration 59Q: 3 clusters Score -4717652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -4717649.000000 Penalty: 3426.439697
	Iteration 60F: 3 clusters Score -4717649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4717654.500000 Penalty: 3426.439697
	Iteration 61Q: 3 clusters Score -4717654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4717653.000000 Penalty: 3426.439697
	Iteration 62Q: 3 clusters Score -4717653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4717653.500000 Penalty: 3426.439697
	Iteration 63Q: 3 clusters Score -4717654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4717653.500000 Penalty: 3426.439697
	Iteration 64F: 3 clusters Score -4717654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Entering Unmasked Estep 
Score: -445762.687500 Penalty: 1354.078247
	Iteration 0F: 2 clusters Score -445762.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -442449.093750 Penalty: 2708.156494
	Iteration 0F: 3 clusters Score -442449.1 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -443939.062500 Penalty: 2708.156494
	Iteration 1F: 3 clusters Score -443939.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -445543.718750 Penalty: 2708.156494
	Iteration 2F: 3 clusters Score -445543.7 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -449289.843750 Penalty: 2708.156494
	Iteration 3F: 3 clusters Score -449289.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -453044.437500 Penalty: 2708.156494
	Iteration 4F: 3 clusters Score -453044.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -453627.625000 Penalty: 2708.156494
	Iteration 5Q: 3 clusters Score -453627.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -453813.750000 Penalty: 2708.156494
	Iteration 6Q: 3 clusters Score -453813.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -453951.718750 Penalty: 2708.156494
	Iteration 7Q: 3 clusters Score -453951.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -453993.562500 Penalty: 2708.156494
	Iteration 8Q: 3 clusters Score -453993.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -454005.125000 Penalty: 2708.156494
	Iteration 9Q: 3 clusters Score -454005.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -454016.593750 Penalty: 2708.156494
	Iteration 10Q: 3 clusters Score -454016.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -454020.906250 Penalty: 2708.156494
	Iteration 11Q: 3 clusters Score -454020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -454022.093750 Penalty: 2708.156494
	Iteration 12Q: 3 clusters Score -454022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -454022.093750 Penalty: 2708.156494
	Iteration 13F: 3 clusters Score -454022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 27592 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 51071 members 
Mstep: Class 8 contains 99244 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 106777 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 10268 members 
Mstep: Class 20 contains 128360 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 69635 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 85172 members 
Mstep: Class 27 contains 376 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 8124 members 
Mstep: Class 30 contains 2468 members 
Entering Unmasked Estep 
Score: -102166832.000000 Penalty: 66507.656250
Splitting cluster 23 changes total score from -102028104.000000 to -102166832.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 3 contains 91441 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 27592 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 51071 members 
Mstep: Class 8 contains 99244 members 
Mstep: Class 10 contains 25741 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 106777 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 10268 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102183560.000000 Penalty: 66507.656250
Iteration 39Q: 31 clusters Score -1.021836e+08 nChanged 29556
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 21744 members 
Mstep: Class 3 contains 91963 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 27839 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 51889 members 
Mstep: Class 8 contains 99405 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 24414 members 
Mstep: Class 11 contains 5236 members 
Mstep: Class 12 contains 4082 members 
Mstep: Class 13 contains 112026 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 456 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 3707 members 
Mstep: Class 19 contains 10157 members 
Mstep: Class 20 contains 123365 members 
Mstep: Class 21 contains 37845 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 1799 members 
Mstep: Class 24 contains 68037 members 
Mstep: Class 25 contains 3028 members 
Mstep: Class 26 contains 84754 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 7894 members 
Mstep: Class 30 contains 2437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102197552.000000 Penalty: 66507.656250
Iteration 40F: 31 clusters Score -1.021976e+08 nChanged 28709
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 23274 members 
Mstep: Class 3 contains 87980 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 28194 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 52203 members 
Mstep: Class 8 contains 95831 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 10 contains 22779 members 
Mstep: Class 11 contains 5189 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 113317 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 6407 members 
Mstep: Class 16 contains 428 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 18 contains 3620 members 
Mstep: Class 19 contains 10124 members 
Mstep: Class 20 contains 123257 members 
Mstep: Class 21 contains 37846 members 
Mstep: Class 22 contains 3973 members 
Mstep: Class 23 contains 1805 members 
Mstep: Class 24 contains 70251 members 
Mstep: Class 25 contains 3280 members 
Mstep: Class 26 contains 89098 members 
Mstep: Class 27 contains 435 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8151 members 
Mstep: Class 30 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102202192.000000 Penalty: 66507.656250
Iteration 41Q: 31 clusters Score -1.022022e+08 nChanged 17522
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 24430 members 
Mstep: Class 3 contains 86852 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 28700 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 52595 members 
Mstep: Class 8 contains 93906 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 21772 members 
Mstep: Class 11 contains 5224 members 
Mstep: Class 12 contains 3914 members 
Mstep: Class 13 contains 114279 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 6213 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 3248 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 10140 members 
Mstep: Class 20 contains 121605 members 
Mstep: Class 21 contains 37731 members 
Mstep: Class 22 contains 4065 members 
Mstep: Class 23 contains 1809 members 
Mstep: Class 24 contains 71273 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 91413 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 385 members 
Mstep: Class 29 contains 8287 members 
Mstep: Class 30 contains 2997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102204784.000000 Penalty: 66507.656250
Iteration 42Q: 31 clusters Score -1.022048e+08 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 25489 members 
Mstep: Class 3 contains 86561 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 29149 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 52910 members 
Mstep: Class 8 contains 92910 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 21061 members 
Mstep: Class 11 contains 5288 members 
Mstep: Class 12 contains 3845 members 
Mstep: Class 13 contains 114864 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 3581 members 
Mstep: Class 19 contains 10167 members 
Mstep: Class 20 contains 119780 members 
Mstep: Class 21 contains 37680 members 
Mstep: Class 22 contains 4123 members 
Mstep: Class 23 contains 1812 members 
Mstep: Class 24 contains 71703 members 
Mstep: Class 25 contains 3365 members 
Mstep: Class 26 contains 92884 members 
Mstep: Class 27 contains 456 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 8366 members 
Mstep: Class 30 contains 3138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102205880.000000 Penalty: 66507.656250
Iteration 43Q: 31 clusters Score -1.022059e+08 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 26465 members 
Mstep: Class 3 contains 86694 members 
Mstep: Class 4 contains 1947 members 
Mstep: Class 5 contains 29555 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 53160 members 
Mstep: Class 8 contains 92404 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 20576 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 3787 members 
Mstep: Class 13 contains 115430 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 5981 members 
Mstep: Class 16 contains 416 members 
Mstep: Class 17 contains 3224 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 10163 members 
Mstep: Class 20 contains 118035 members 
Mstep: Class 21 contains 37660 members 
Mstep: Class 22 contains 4148 members 
Mstep: Class 23 contains 1813 members 
Mstep: Class 24 contains 71819 members 
Mstep: Class 25 contains 3343 members 
Mstep: Class 26 contains 93633 members 
Mstep: Class 27 contains 459 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 8416 members 
Mstep: Class 30 contains 3224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102206768.000000 Penalty: 66507.656250
Iteration 44Q: 31 clusters Score -1.022068e+08 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 27517 members 
Mstep: Class 3 contains 87027 members 
Mstep: Class 4 contains 1965 members 
Mstep: Class 5 contains 29904 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 53333 members 
Mstep: Class 8 contains 92068 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 20212 members 
Mstep: Class 11 contains 5400 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 13 contains 115980 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 5908 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3231 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 10178 members 
Mstep: Class 20 contains 116405 members 
Mstep: Class 21 contains 37578 members 
Mstep: Class 22 contains 4157 members 
Mstep: Class 23 contains 1810 members 
Mstep: Class 24 contains 71814 members 
Mstep: Class 25 contains 3340 members 
Mstep: Class 26 contains 93913 members 
Mstep: Class 27 contains 461 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 8454 members 
Mstep: Class 30 contains 3292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102207424.000000 Penalty: 66507.656250
Iteration 45Q: 31 clusters Score -1.022074e+08 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 28633 members 
Mstep: Class 3 contains 87339 members 
Mstep: Class 4 contains 1986 members 
Mstep: Class 5 contains 30181 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 53547 members 
Mstep: Class 8 contains 91851 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 19910 members 
Mstep: Class 11 contains 5449 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 116511 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 5839 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3224 members 
Mstep: Class 18 contains 3497 members 
Mstep: Class 19 contains 10190 members 
Mstep: Class 20 contains 114905 members 
Mstep: Class 21 contains 37479 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 1808 members 
Mstep: Class 24 contains 71640 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 93946 members 
Mstep: Class 27 contains 465 members 
Mstep: Class 28 contains 385 members 
Mstep: Class 29 contains 8492 members 
Mstep: Class 30 contains 3339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102207432.000000 Penalty: 66507.656250
Iteration 46Q: 31 clusters Score -1.022074e+08 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 29831 members 
Mstep: Class 3 contains 87595 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 30430 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 53720 members 
Mstep: Class 8 contains 91797 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 19655 members 
Mstep: Class 11 contains 5503 members 
Mstep: Class 12 contains 3636 members 
Mstep: Class 13 contains 116987 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 5788 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3224 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 10191 members 
Mstep: Class 20 contains 113447 members 
Mstep: Class 21 contains 37416 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 1796 members 
Mstep: Class 24 contains 71378 members 
Mstep: Class 25 contains 3377 members 
Mstep: Class 26 contains 93790 members 
Mstep: Class 27 contains 468 members 
Mstep: Class 28 contains 385 members 
Mstep: Class 29 contains 8533 members 
Mstep: Class 30 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102208088.000000 Penalty: 66507.656250
Iteration 47Q: 31 clusters Score -1.022081e+08 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 31016 members 
Mstep: Class 3 contains 87892 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 30647 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 53851 members 
Mstep: Class 8 contains 91827 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 19438 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 3597 members 
Mstep: Class 13 contains 117464 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 5752 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 3471 members 
Mstep: Class 19 contains 10184 members 
Mstep: Class 20 contains 112163 members 
Mstep: Class 21 contains 37366 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 1786 members 
Mstep: Class 24 contains 71079 members 
Mstep: Class 25 contains 3373 members 
Mstep: Class 26 contains 93429 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8536 members 
Mstep: Class 30 contains 3382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102208760.000000 Penalty: 66507.656250
Iteration 48Q: 31 clusters Score -1.022088e+08 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 32240 members 
Mstep: Class 3 contains 88157 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 30829 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 53948 members 
Mstep: Class 8 contains 91872 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 19252 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 117834 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3232 members 
Mstep: Class 18 contains 3459 members 
Mstep: Class 19 contains 10173 members 
Mstep: Class 20 contains 110989 members 
Mstep: Class 21 contains 37330 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 1781 members 
Mstep: Class 24 contains 70777 members 
Mstep: Class 25 contains 3389 members 
Mstep: Class 26 contains 93022 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8552 members 
Mstep: Class 30 contains 3409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102208880.000000 Penalty: 66507.656250
Iteration 49Q: 31 clusters Score -1.022089e+08 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 33560 members 
Mstep: Class 3 contains 88365 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 31007 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 54032 members 
Mstep: Class 8 contains 91943 members 
Mstep: Class 9 contains 454 members 
Mstep: Class 10 contains 19097 members 
Mstep: Class 11 contains 5678 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 118120 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 5705 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3232 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 10152 members 
Mstep: Class 20 contains 109922 members 
Mstep: Class 21 contains 37271 members 
Mstep: Class 22 contains 4177 members 
Mstep: Class 23 contains 1779 members 
Mstep: Class 24 contains 70446 members 
Mstep: Class 25 contains 3420 members 
Mstep: Class 26 contains 92536 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8564 members 
Mstep: Class 30 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209304.000000 Penalty: 66507.656250
Iteration 50Q: 31 clusters Score -1.022093e+08 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 34968 members 
Mstep: Class 3 contains 88492 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 31179 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 54125 members 
Mstep: Class 8 contains 92030 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 18937 members 
Mstep: Class 11 contains 5721 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 118337 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3230 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 10129 members 
Mstep: Class 20 contains 108898 members 
Mstep: Class 21 contains 37218 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 1774 members 
Mstep: Class 24 contains 70108 members 
Mstep: Class 25 contains 3464 members 
Mstep: Class 26 contains 91984 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8580 members 
Mstep: Class 30 contains 3445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209240.000000 Penalty: 66507.656250
Iteration 51Q: 31 clusters Score -1.022092e+08 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 36377 members 
Mstep: Class 3 contains 88643 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 5 contains 31332 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 54206 members 
Mstep: Class 8 contains 92164 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 18780 members 
Mstep: Class 11 contains 5768 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 118536 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 10118 members 
Mstep: Class 20 contains 107906 members 
Mstep: Class 21 contains 37164 members 
Mstep: Class 22 contains 4181 members 
Mstep: Class 23 contains 1769 members 
Mstep: Class 24 contains 69732 members 
Mstep: Class 25 contains 3513 members 
Mstep: Class 26 contains 91422 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8585 members 
Mstep: Class 30 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209040.000000 Penalty: 66507.656250
Iteration 52Q: 31 clusters Score -1.02209e+08 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 37806 members 
Mstep: Class 3 contains 88794 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 5 contains 31470 members 
Mstep: Class 6 contains 2022 members 
Mstep: Class 7 contains 54305 members 
Mstep: Class 8 contains 92358 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 10 contains 18646 members 
Mstep: Class 11 contains 5821 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 118590 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3231 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 10104 members 
Mstep: Class 20 contains 107028 members 
Mstep: Class 21 contains 37071 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 1762 members 
Mstep: Class 24 contains 69287 members 
Mstep: Class 25 contains 3563 members 
Mstep: Class 26 contains 90884 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8591 members 
Mstep: Class 30 contains 3471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209480.000000 Penalty: 66507.656250
Iteration 53Q: 31 clusters Score -1.022095e+08 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 39238 members 
Mstep: Class 3 contains 88869 members 
Mstep: Class 4 contains 2043 members 
Mstep: Class 5 contains 31600 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 54423 members 
Mstep: Class 8 contains 92558 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 5891 members 
Mstep: Class 12 contains 3530 members 
Mstep: Class 13 contains 118521 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5630 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3230 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 10081 members 
Mstep: Class 20 contains 106235 members 
Mstep: Class 21 contains 36999 members 
Mstep: Class 22 contains 4158 members 
Mstep: Class 23 contains 1760 members 
Mstep: Class 24 contains 68790 members 
Mstep: Class 25 contains 3621 members 
Mstep: Class 26 contains 90443 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8595 members 
Mstep: Class 30 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209616.000000 Penalty: 66507.656250
Iteration 54Q: 31 clusters Score -1.022096e+08 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 40611 members 
Mstep: Class 3 contains 88888 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 31722 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 54538 members 
Mstep: Class 8 contains 92707 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 18383 members 
Mstep: Class 11 contains 5936 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 118341 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5623 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3229 members 
Mstep: Class 18 contains 3397 members 
Mstep: Class 19 contains 10062 members 
Mstep: Class 20 contains 105584 members 
Mstep: Class 21 contains 36923 members 
Mstep: Class 22 contains 4146 members 
Mstep: Class 23 contains 1759 members 
Mstep: Class 24 contains 68331 members 
Mstep: Class 25 contains 3690 members 
Mstep: Class 26 contains 90110 members 
Mstep: Class 27 contains 481 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8592 members 
Mstep: Class 30 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210016.000000 Penalty: 66507.656250
Iteration 55Q: 31 clusters Score -1.0221e+08 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 41908 members 
Mstep: Class 3 contains 88950 members 
Mstep: Class 4 contains 2045 members 
Mstep: Class 5 contains 31821 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 54618 members 
Mstep: Class 8 contains 92778 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 18266 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 118117 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3230 members 
Mstep: Class 18 contains 3392 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 105017 members 
Mstep: Class 21 contains 36861 members 
Mstep: Class 22 contains 4137 members 
Mstep: Class 23 contains 1756 members 
Mstep: Class 24 contains 67932 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 89819 members 
Mstep: Class 27 contains 481 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8585 members 
Mstep: Class 30 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210040.000000 Penalty: 66507.656250
Iteration 56Q: 31 clusters Score -1.0221e+08 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 43216 members 
Mstep: Class 3 contains 88969 members 
Mstep: Class 4 contains 2045 members 
Mstep: Class 5 contains 31902 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 54702 members 
Mstep: Class 8 contains 92869 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 18151 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 117820 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3234 members 
Mstep: Class 18 contains 3389 members 
Mstep: Class 19 contains 10017 members 
Mstep: Class 20 contains 104566 members 
Mstep: Class 21 contains 36788 members 
Mstep: Class 22 contains 4123 members 
Mstep: Class 23 contains 1752 members 
Mstep: Class 24 contains 67509 members 
Mstep: Class 25 contains 3861 members 
Mstep: Class 26 contains 89552 members 
Mstep: Class 27 contains 481 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8577 members 
Mstep: Class 30 contains 3494 members 
Entering Unmasked Estep 
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Iteration 57Q: 31 clusters Score -1.022102e+08 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 44416 members 
Mstep: Class 3 contains 88983 members 
Mstep: Class 4 contains 2046 members 
Mstep: Class 5 contains 31960 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 54787 members 
Mstep: Class 8 contains 92922 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 18033 members 
Mstep: Class 11 contains 6038 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 117516 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5599 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 3389 members 
Mstep: Class 19 contains 9996 members 
Mstep: Class 20 contains 104194 members 
Mstep: Class 21 contains 36701 members 
Mstep: Class 22 contains 4104 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 67126 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 89335 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8564 members 
Mstep: Class 30 contains 3495 members 
Entering Unmasked Estep 
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Iteration 58Q: 31 clusters Score -1.022099e+08 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 45673 members 
Mstep: Class 3 contains 88955 members 
Mstep: Class 4 contains 2046 members 
Mstep: Class 5 contains 31999 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 54835 members 
Mstep: Class 8 contains 92989 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 17898 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 117131 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5596 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3242 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 9971 members 
Mstep: Class 20 contains 103877 members 
Mstep: Class 21 contains 36639 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 66738 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 89154 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8557 members 
Mstep: Class 30 contains 3497 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -1.022099e+08 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 46916 members 
Mstep: Class 3 contains 88871 members 
Mstep: Class 4 contains 2046 members 
Mstep: Class 5 contains 32025 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 54896 members 
Mstep: Class 8 contains 93026 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 17738 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 3510 members 
Mstep: Class 13 contains 116714 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5598 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 3251 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 9951 members 
Mstep: Class 20 contains 103620 members 
Mstep: Class 21 contains 36606 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 66318 members 
Mstep: Class 25 contains 4144 members 
Mstep: Class 26 contains 89026 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 8545 members 
Mstep: Class 30 contains 3495 members 
Entering Unmasked Estep 
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Iteration 60F: 31 clusters Score -1.022104e+08 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 48819 members 
Mstep: Class 3 contains 88800 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 32059 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 54923 members 
Mstep: Class 8 contains 93070 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 115943 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5596 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 3252 members 
Mstep: Class 18 contains 3404 members 
Mstep: Class 19 contains 9936 members 
Mstep: Class 20 contains 103117 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 4047 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 65903 members 
Mstep: Class 25 contains 4334 members 
Mstep: Class 26 contains 88915 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8547 members 
Mstep: Class 30 contains 3492 members 
Entering Unmasked Estep 
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Iteration 61Q: 31 clusters Score -1.022107e+08 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 50858 members 
Mstep: Class 3 contains 88710 members 
Mstep: Class 4 contains 2050 members 
Mstep: Class 5 contains 32074 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 54947 members 
Mstep: Class 8 contains 93110 members 
Mstep: Class 9 contains 454 members 
Mstep: Class 10 contains 17329 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 114980 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 404 members 
Mstep: Class 17 contains 3256 members 
Mstep: Class 18 contains 3404 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 102686 members 
Mstep: Class 21 contains 36310 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 65515 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 88816 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8546 members 
Mstep: Class 30 contains 3498 members 
Entering Unmasked Estep 
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Iteration 62Q: 31 clusters Score -1.022113e+08 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 52947 members 
Mstep: Class 3 contains 88642 members 
Mstep: Class 4 contains 2057 members 
Mstep: Class 5 contains 32081 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 54957 members 
Mstep: Class 8 contains 93152 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 17104 members 
Mstep: Class 11 contains 6190 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 113950 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5584 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 3396 members 
Mstep: Class 19 contains 9910 members 
Mstep: Class 20 contains 102241 members 
Mstep: Class 21 contains 36217 members 
Mstep: Class 22 contains 4010 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 65127 members 
Mstep: Class 25 contains 4696 members 
Mstep: Class 26 contains 88693 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8543 members 
Mstep: Class 30 contains 3505 members 
Entering Unmasked Estep 
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Iteration 63Q: 31 clusters Score -1.022114e+08 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 55059 members 
Mstep: Class 3 contains 88538 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 5 contains 32078 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 54973 members 
Mstep: Class 8 contains 93132 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 16872 members 
Mstep: Class 11 contains 6231 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 112835 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3256 members 
Mstep: Class 18 contains 3386 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 101892 members 
Mstep: Class 21 contains 36131 members 
Mstep: Class 22 contains 3989 members 
Mstep: Class 23 contains 1725 members 
Mstep: Class 24 contains 64767 members 
Mstep: Class 25 contains 4862 members 
Mstep: Class 26 contains 88636 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8538 members 
Mstep: Class 30 contains 3514 members 
Entering Unmasked Estep 
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Iteration 64Q: 31 clusters Score -1.02212e+08 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 57231 members 
Mstep: Class 3 contains 88402 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 32061 members 
Mstep: Class 6 contains 2205 members 
Mstep: Class 7 contains 55015 members 
Mstep: Class 8 contains 93112 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 16614 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 3527 members 
Mstep: Class 13 contains 111723 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 5586 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 3389 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 101550 members 
Mstep: Class 21 contains 36039 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 64365 members 
Mstep: Class 25 contains 5062 members 
Mstep: Class 26 contains 88571 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8520 members 
Mstep: Class 30 contains 3522 members 
Entering Unmasked Estep 
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Iteration 65Q: 31 clusters Score -1.022127e+08 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 59342 members 
Mstep: Class 3 contains 88270 members 
Mstep: Class 4 contains 2062 members 
Mstep: Class 5 contains 32022 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 55008 members 
Mstep: Class 8 contains 93106 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 16307 members 
Mstep: Class 11 contains 6331 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 110694 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3263 members 
Mstep: Class 18 contains 3400 members 
Mstep: Class 19 contains 9848 members 
Mstep: Class 20 contains 101235 members 
Mstep: Class 21 contains 35928 members 
Mstep: Class 22 contains 3947 members 
Mstep: Class 23 contains 1720 members 
Mstep: Class 24 contains 63959 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 88511 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8502 members 
Mstep: Class 30 contains 3526 members 
Entering Unmasked Estep 
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Iteration 66Q: 31 clusters Score -1.022132e+08 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 61425 members 
Mstep: Class 3 contains 88139 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 31986 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 54966 members 
Mstep: Class 8 contains 93115 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 16029 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 3556 members 
Mstep: Class 13 contains 109732 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 5584 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3267 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 100930 members 
Mstep: Class 21 contains 35822 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 1715 members 
Mstep: Class 24 contains 63556 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 88396 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8484 members 
Mstep: Class 30 contains 3533 members 
Entering Unmasked Estep 
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Iteration 67Q: 31 clusters Score -1.022135e+08 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 63523 members 
Mstep: Class 3 contains 88025 members 
Mstep: Class 4 contains 2062 members 
Mstep: Class 5 contains 31944 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 54938 members 
Mstep: Class 8 contains 93066 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 15772 members 
Mstep: Class 11 contains 6439 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 108751 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 5573 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3274 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 9824 members 
Mstep: Class 20 contains 100600 members 
Mstep: Class 21 contains 35663 members 
Mstep: Class 22 contains 3897 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 63179 members 
Mstep: Class 25 contains 5797 members 
Mstep: Class 26 contains 88293 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8473 members 
Mstep: Class 30 contains 3537 members 
Entering Unmasked Estep 
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Iteration 68Q: 31 clusters Score -1.022144e+08 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 65742 members 
Mstep: Class 3 contains 87857 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 31915 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 54858 members 
Mstep: Class 8 contains 92985 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 15544 members 
Mstep: Class 11 contains 6484 members 
Mstep: Class 12 contains 3579 members 
Mstep: Class 13 contains 107735 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 5564 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3280 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 9815 members 
Mstep: Class 20 contains 100294 members 
Mstep: Class 21 contains 35543 members 
Mstep: Class 22 contains 3876 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 62851 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 88153 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8461 members 
Mstep: Class 30 contains 3536 members 
Entering Unmasked Estep 
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Iteration 69Q: 31 clusters Score -1.022152e+08 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 67998 members 
Mstep: Class 3 contains 87675 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 31886 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 7 contains 54736 members 
Mstep: Class 8 contains 92958 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 6513 members 
Mstep: Class 12 contains 3592 members 
Mstep: Class 13 contains 106780 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 9811 members 
Mstep: Class 20 contains 99969 members 
Mstep: Class 21 contains 35433 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 62562 members 
Mstep: Class 25 contains 6106 members 
Mstep: Class 26 contains 87926 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8451 members 
Mstep: Class 30 contains 3542 members 
Entering Unmasked Estep 
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Iteration 70Q: 31 clusters Score -1.022152e+08 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 70257 members 
Mstep: Class 3 contains 87469 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 31852 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 54647 members 
Mstep: Class 8 contains 92966 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 15144 members 
Mstep: Class 11 contains 6543 members 
Mstep: Class 12 contains 3607 members 
Mstep: Class 13 contains 105843 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 5543 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 9801 members 
Mstep: Class 20 contains 99688 members 
Mstep: Class 21 contains 35276 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 1712 members 
Mstep: Class 24 contains 62245 members 
Mstep: Class 25 contains 6250 members 
Mstep: Class 26 contains 87684 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8443 members 
Mstep: Class 30 contains 3545 members 
Entering Unmasked Estep 
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Iteration 71Q: 31 clusters Score -1.022152e+08 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 72458 members 
Mstep: Class 3 contains 87303 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 31812 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 54559 members 
Mstep: Class 8 contains 92993 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 14977 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 3615 members 
Mstep: Class 13 contains 105016 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 5534 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3284 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 9785 members 
Mstep: Class 20 contains 99358 members 
Mstep: Class 21 contains 35066 members 
Mstep: Class 22 contains 3773 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 61959 members 
Mstep: Class 25 contains 6378 members 
Mstep: Class 26 contains 87392 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8435 members 
Mstep: Class 30 contains 3549 members 
Entering Unmasked Estep 
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Iteration 72Q: 31 clusters Score -1.022157e+08 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 74567 members 
Mstep: Class 3 contains 87108 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 31774 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 54492 members 
Mstep: Class 8 contains 92954 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 14819 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 3624 members 
Mstep: Class 13 contains 104284 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 5539 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3289 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 9776 members 
Mstep: Class 20 contains 99100 members 
Mstep: Class 21 contains 34819 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 61718 members 
Mstep: Class 25 contains 6508 members 
Mstep: Class 26 contains 87069 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8422 members 
Mstep: Class 30 contains 3549 members 
Entering Unmasked Estep 
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Iteration 73Q: 31 clusters Score -1.022162e+08 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 76655 members 
Mstep: Class 3 contains 86915 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 31726 members 
Mstep: Class 6 contains 2390 members 
Mstep: Class 7 contains 54423 members 
Mstep: Class 8 contains 92925 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 6635 members 
Mstep: Class 12 contains 3634 members 
Mstep: Class 13 contains 103607 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 5542 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 3407 members 
Mstep: Class 19 contains 9758 members 
Mstep: Class 20 contains 98896 members 
Mstep: Class 21 contains 34539 members 
Mstep: Class 22 contains 3660 members 
Mstep: Class 23 contains 1704 members 
Mstep: Class 24 contains 61470 members 
Mstep: Class 25 contains 6627 members 
Mstep: Class 26 contains 86675 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8414 members 
Mstep: Class 30 contains 3551 members 
Entering Unmasked Estep 
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Iteration 74Q: 31 clusters Score -1.022162e+08 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 78708 members 
Mstep: Class 3 contains 86775 members 
Mstep: Class 4 contains 2072 members 
Mstep: Class 5 contains 31696 members 
Mstep: Class 6 contains 2447 members 
Mstep: Class 7 contains 54361 members 
Mstep: Class 8 contains 92948 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 14597 members 
Mstep: Class 11 contains 6656 members 
Mstep: Class 12 contains 3642 members 
Mstep: Class 13 contains 103021 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 5544 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 98603 members 
Mstep: Class 21 contains 34215 members 
Mstep: Class 22 contains 3587 members 
Mstep: Class 23 contains 1706 members 
Mstep: Class 24 contains 61165 members 
Mstep: Class 25 contains 6738 members 
Mstep: Class 26 contains 86321 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8398 members 
Mstep: Class 30 contains 3557 members 
Entering Unmasked Estep 
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Iteration 75Q: 31 clusters Score -1.022165e+08 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 80747 members 
Mstep: Class 3 contains 86537 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 31671 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 54262 members 
Mstep: Class 8 contains 92969 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 6675 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 102439 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 5537 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3303 members 
Mstep: Class 18 contains 3408 members 
Mstep: Class 19 contains 9708 members 
Mstep: Class 20 contains 98261 members 
Mstep: Class 21 contains 33866 members 
Mstep: Class 22 contains 3512 members 
Mstep: Class 23 contains 1706 members 
Mstep: Class 24 contains 60922 members 
Mstep: Class 25 contains 6839 members 
Mstep: Class 26 contains 86103 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8390 members 
Mstep: Class 30 contains 3557 members 
Entering Unmasked Estep 
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Iteration 76Q: 31 clusters Score -1.022172e+08 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 82630 members 
Mstep: Class 3 contains 86418 members 
Mstep: Class 4 contains 2075 members 
Mstep: Class 5 contains 31638 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 54138 members 
Mstep: Class 8 contains 93023 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 101805 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 5541 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 97923 members 
Mstep: Class 21 contains 33463 members 
Mstep: Class 22 contains 3453 members 
Mstep: Class 23 contains 1714 members 
Mstep: Class 24 contains 60706 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 85957 members 
Mstep: Class 27 contains 494 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8381 members 
Mstep: Class 30 contains 3559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218048.000000 Penalty: 66507.656250
Iteration 77Q: 31 clusters Score -1.02218e+08 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 84947 members 
Mstep: Class 3 contains 86176 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 31587 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 53978 members 
Mstep: Class 8 contains 93093 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 14429 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 101007 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 5534 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 3309 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 9677 members 
Mstep: Class 20 contains 97502 members 
Mstep: Class 21 contains 33080 members 
Mstep: Class 22 contains 3411 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 60499 members 
Mstep: Class 25 contains 7061 members 
Mstep: Class 26 contains 85758 members 
Mstep: Class 27 contains 495 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8373 members 
Mstep: Class 30 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220312.000000 Penalty: 66507.656250
Iteration 78Q: 31 clusters Score -1.022203e+08 nChanged 6517
Entering ConstructFrom: 
Score: -102220312.000000 Penalty: 66507.656250
Entering ConstructFrom: 
Trying to split cluster 1 (35902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Entering Unmasked Estep 
Score: -4323797.000000 Penalty: 1704.389038
	Iteration 0F: 2 clusters Score -4323797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -4299651.000000 Penalty: 3408.778076
	Iteration 0F: 3 clusters Score -4299651 nChanged 16698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -4309019.000000 Penalty: 3408.778076
	Iteration 1F: 3 clusters Score -4309019 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -4309452.000000 Penalty: 3408.778076
	Iteration 2Q: 3 clusters Score -4309452 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -4309911.000000 Penalty: 3408.778076
	Iteration 3Q: 3 clusters Score -4309911 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4310530.000000 Penalty: 3408.778076
	Iteration 4Q: 3 clusters Score -4310530 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4311348.000000 Penalty: 3408.778076
	Iteration 5Q: 3 clusters Score -4311348 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4312499.000000 Penalty: 3408.778076
	Iteration 6Q: 3 clusters Score -4312499 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4313923.500000 Penalty: 3408.778076
	Iteration 7F: 3 clusters Score -4313924 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -4315449.500000 Penalty: 3408.778076
	Iteration 8F: 3 clusters Score -4315450 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -4316761.000000 Penalty: 3408.778076
	Iteration 9F: 3 clusters Score -4316761 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4317731.000000 Penalty: 3408.778076
	Iteration 10F: 3 clusters Score -4317731 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -4318478.000000 Penalty: 3408.778076
	Iteration 11Q: 3 clusters Score -4318478 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -4319001.000000 Penalty: 3408.778076
	Iteration 12Q: 3 clusters Score -4319001 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -4319366.000000 Penalty: 3408.778076
	Iteration 13Q: 3 clusters Score -4319366 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4319692.000000 Penalty: 3408.778076
	Iteration 14Q: 3 clusters Score -4319692 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -4320004.500000 Penalty: 3408.778076
	Iteration 15Q: 3 clusters Score -4320004 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -4320354.500000 Penalty: 3408.778076
	Iteration 16Q: 3 clusters Score -4320354 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -4320672.500000 Penalty: 3408.778076
	Iteration 17Q: 3 clusters Score -4320672 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4321006.500000 Penalty: 3408.778076
	Iteration 18Q: 3 clusters Score -4321006 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4321375.500000 Penalty: 3408.778076
	Iteration 19Q: 3 clusters Score -4321376 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -4321774.000000 Penalty: 3408.778076
	Iteration 20F: 3 clusters Score -4321774 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -4322089.000000 Penalty: 3408.778076
	Iteration 21Q: 3 clusters Score -4322089 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -4322409.500000 Penalty: 3408.778076
	Iteration 22Q: 3 clusters Score -4322410 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -4322679.000000 Penalty: 3408.778076
	Iteration 23Q: 3 clusters Score -4322679 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4322937.000000 Penalty: 3408.778076
	Iteration 24Q: 3 clusters Score -4322937 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -4323155.500000 Penalty: 3408.778076
	Iteration 25Q: 3 clusters Score -4323156 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4323338.000000 Penalty: 3408.778076
	Iteration 26Q: 3 clusters Score -4323338 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -4323475.000000 Penalty: 3408.778076
	Iteration 27Q: 3 clusters Score -4323475 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -4323582.500000 Penalty: 3408.778076
	Iteration 28Q: 3 clusters Score -4323582 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -4323667.500000 Penalty: 3408.778076
	Iteration 29Q: 3 clusters Score -4323668 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4323726.500000 Penalty: 3408.778076
	Iteration 30Q: 3 clusters Score -4323726 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4323799.000000 Penalty: 3408.778076
	Iteration 31Q: 3 clusters Score -4323799 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -4323839.500000 Penalty: 3408.778076
	Iteration 32Q: 3 clusters Score -4323840 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -4323885.000000 Penalty: 3408.778076
	Iteration 33Q: 3 clusters Score -4323885 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4323928.500000 Penalty: 3408.778076
	Iteration 34Q: 3 clusters Score -4323928 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4323958.500000 Penalty: 3408.778076
	Iteration 35Q: 3 clusters Score -4323958 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -4323988.000000 Penalty: 3408.778076
	Iteration 36Q: 3 clusters Score -4323988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -4324005.000000 Penalty: 3408.778076
	Iteration 37Q: 3 clusters Score -4324005 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4324006.500000 Penalty: 3408.778076
	Iteration 38Q: 3 clusters Score -4324006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4324034.500000 Penalty: 3408.778076
	Iteration 39Q: 3 clusters Score -4324034 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4324037.500000 Penalty: 3408.778076
	Iteration 40F: 3 clusters Score -4324038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -4324058.000000 Penalty: 3408.778076
	Iteration 41Q: 3 clusters Score -4324058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4324078.500000 Penalty: 3408.778076
	Iteration 42Q: 3 clusters Score -4324078 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -4324098.000000 Penalty: 3408.778076
	Iteration 43Q: 3 clusters Score -4324098 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4324120.000000 Penalty: 3408.778076
	Iteration 44Q: 3 clusters Score -4324120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4324133.000000 Penalty: 3408.778076
	Iteration 45Q: 3 clusters Score -4324133 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4324129.500000 Penalty: 3408.778076
	Iteration 46Q: 3 clusters Score -4324130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4324129.500000 Penalty: 3408.778076
	Iteration 47Q: 3 clusters Score -4324130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4324124.500000 Penalty: 3408.778076
	Iteration 48Q: 3 clusters Score -4324124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4324129.000000 Penalty: 3408.778076
	Iteration 49Q: 3 clusters Score -4324129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4324129.500000 Penalty: 3408.778076
	Iteration 50Q: 3 clusters Score -4324130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -4324141.500000 Penalty: 3408.778076
	Iteration 51Q: 3 clusters Score -4324142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4324141.500000 Penalty: 3408.778076
	Iteration 52Q: 3 clusters Score -4324142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4324141.500000 Penalty: 3408.778076
	Iteration 53Q: 3 clusters Score -4324142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4324144.500000 Penalty: 3408.778076
	Iteration 54Q: 3 clusters Score -4324144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4324151.500000 Penalty: 3408.778076
	Iteration 55Q: 3 clusters Score -4324152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4324154.000000 Penalty: 3408.778076
	Iteration 56Q: 3 clusters Score -4324154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4324150.000000 Penalty: 3408.778076
	Iteration 57Q: 3 clusters Score -4324150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -4324147.000000 Penalty: 3408.778076
	Iteration 58Q: 3 clusters Score -4324147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4324147.500000 Penalty: 3408.778076
	Iteration 59Q: 3 clusters Score -4324148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -4324153.500000 Penalty: 3408.778076
	Iteration 60F: 3 clusters Score -4324154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -4324155.000000 Penalty: 3408.778076
	Iteration 61Q: 3 clusters Score -4324155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4324151.500000 Penalty: 3408.778076
	Iteration 62Q: 3 clusters Score -4324152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4324152.000000 Penalty: 3408.778076
	Iteration 63Q: 3 clusters Score -4324152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4324152.000000 Penalty: 3408.778076
	Iteration 64Q: 3 clusters Score -4324152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4324149.000000 Penalty: 3408.778076
	Iteration 65Q: 3 clusters Score -4324149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4324154.500000 Penalty: 3408.778076
	Iteration 66Q: 3 clusters Score -4324154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4324154.500000 Penalty: 3408.778076
	Iteration 67F: 3 clusters Score -4324154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 88123 members 
Mstep: Class 3 contains 85362 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 31533 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 53824 members 
Mstep: Class 8 contains 93088 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 14378 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 100131 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 5529 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 3310 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 97084 members 
Mstep: Class 21 contains 32638 members 
Mstep: Class 22 contains 3373 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 60323 members 
Mstep: Class 25 contains 7138 members 
Mstep: Class 26 contains 85479 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8368 members 
Mstep: Class 30 contains 3557 members 
Mstep: Class 31 contains 3940 members 
Entering Unmasked Estep 
Score: -102221144.000000 Penalty: 68724.578125
Splitting cluster 1 changes total score from -102220312.000000 to -102221144.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (88123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Entering Unmasked Estep 
Score: -11044782.000000 Penalty: 1850.304443
	Iteration 0F: 2 clusters Score -1.104478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -10985792.000000 Penalty: 3700.608887
	Iteration 0F: 3 clusters Score -1.098579e+07 nChanged 41987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -11010472.000000 Penalty: 3700.608887
	Iteration 1F: 3 clusters Score -1.101047e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -11011137.000000 Penalty: 3700.608887
	Iteration 2Q: 3 clusters Score -1.101114e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -11012126.000000 Penalty: 3700.608887
	Iteration 3Q: 3 clusters Score -1.101213e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -11013578.000000 Penalty: 3700.608887
	Iteration 4Q: 3 clusters Score -1.101358e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -11015771.000000 Penalty: 3700.608887
	Iteration 5Q: 3 clusters Score -1.101577e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -11019118.000000 Penalty: 3700.608887
	Iteration 6F: 3 clusters Score -1.101912e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -11023695.000000 Penalty: 3700.608887
	Iteration 7F: 3 clusters Score -1.10237e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -11027223.000000 Penalty: 3700.608887
	Iteration 8F: 3 clusters Score -1.102722e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -11028693.000000 Penalty: 3700.608887
	Iteration 9Q: 3 clusters Score -1.102869e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -11029244.000000 Penalty: 3700.608887
	Iteration 10Q: 3 clusters Score -1.102924e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -11029491.000000 Penalty: 3700.608887
	Iteration 11Q: 3 clusters Score -1.102949e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -11029725.000000 Penalty: 3700.608887
	Iteration 12Q: 3 clusters Score -1.102972e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -11029867.000000 Penalty: 3700.608887
	Iteration 13Q: 3 clusters Score -1.102987e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -11030144.000000 Penalty: 3700.608887
	Iteration 14Q: 3 clusters Score -1.103014e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -11030417.000000 Penalty: 3700.608887
	Iteration 15Q: 3 clusters Score -1.103042e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -11030572.000000 Penalty: 3700.608887
	Iteration 16Q: 3 clusters Score -1.103057e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -11030758.000000 Penalty: 3700.608887
	Iteration 17Q: 3 clusters Score -1.103076e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -11030940.000000 Penalty: 3700.608887
	Iteration 18Q: 3 clusters Score -1.103094e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -11031171.000000 Penalty: 3700.608887
	Iteration 19Q: 3 clusters Score -1.103117e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -11031516.000000 Penalty: 3700.608887
	Iteration 20F: 3 clusters Score -1.103152e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -11031824.000000 Penalty: 3700.608887
	Iteration 21Q: 3 clusters Score -1.103182e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -11032149.000000 Penalty: 3700.608887
	Iteration 22Q: 3 clusters Score -1.103215e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -11032645.000000 Penalty: 3700.608887
	Iteration 23Q: 3 clusters Score -1.103264e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -11033233.000000 Penalty: 3700.608887
	Iteration 24Q: 3 clusters Score -1.103323e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -11033632.000000 Penalty: 3700.608887
	Iteration 25Q: 3 clusters Score -1.103363e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -11034259.000000 Penalty: 3700.608887
	Iteration 26Q: 3 clusters Score -1.103426e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -11034817.000000 Penalty: 3700.608887
	Iteration 27Q: 3 clusters Score -1.103482e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -11035451.000000 Penalty: 3700.608887
	Iteration 28Q: 3 clusters Score -1.103545e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -11036069.000000 Penalty: 3700.608887
	Iteration 29Q: 3 clusters Score -1.103607e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -11036541.000000 Penalty: 3700.608887
	Iteration 30Q: 3 clusters Score -1.103654e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -11037060.000000 Penalty: 3700.608887
	Iteration 31Q: 3 clusters Score -1.103706e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -11037404.000000 Penalty: 3700.608887
	Iteration 32Q: 3 clusters Score -1.10374e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -11037683.000000 Penalty: 3700.608887
	Iteration 33Q: 3 clusters Score -1.103768e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -11037949.000000 Penalty: 3700.608887
	Iteration 34Q: 3 clusters Score -1.103795e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -11038126.000000 Penalty: 3700.608887
	Iteration 35Q: 3 clusters Score -1.103813e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -11038255.000000 Penalty: 3700.608887
	Iteration 36Q: 3 clusters Score -1.103826e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -11038311.000000 Penalty: 3700.608887
	Iteration 37Q: 3 clusters Score -1.103831e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -11038347.000000 Penalty: 3700.608887
	Iteration 38Q: 3 clusters Score -1.103835e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -11038350.000000 Penalty: 3700.608887
	Iteration 39Q: 3 clusters Score -1.103835e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67369 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -11038798.000000 Penalty: 3700.608887
	Iteration 40F: 3 clusters Score -1.10388e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -11039139.000000 Penalty: 3700.608887
	Iteration 41Q: 3 clusters Score -1.103914e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -11039456.000000 Penalty: 3700.608887
	Iteration 42Q: 3 clusters Score -1.103946e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -11039601.000000 Penalty: 3700.608887
	Iteration 43Q: 3 clusters Score -1.10396e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -11039687.000000 Penalty: 3700.608887
	Iteration 44Q: 3 clusters Score -1.103969e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -11039756.000000 Penalty: 3700.608887
	Iteration 45Q: 3 clusters Score -1.103976e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -11039904.000000 Penalty: 3700.608887
	Iteration 46Q: 3 clusters Score -1.10399e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -11040028.000000 Penalty: 3700.608887
	Iteration 47Q: 3 clusters Score -1.104003e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -11040118.000000 Penalty: 3700.608887
	Iteration 48Q: 3 clusters Score -1.104012e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -11040247.000000 Penalty: 3700.608887
	Iteration 49Q: 3 clusters Score -1.104025e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -11040351.000000 Penalty: 3700.608887
	Iteration 50Q: 3 clusters Score -1.104035e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -11040470.000000 Penalty: 3700.608887
	Iteration 51Q: 3 clusters Score -1.104047e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -11040539.000000 Penalty: 3700.608887
	Iteration 52Q: 3 clusters Score -1.104054e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -11040580.000000 Penalty: 3700.608887
	Iteration 53Q: 3 clusters Score -1.104058e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -11040847.000000 Penalty: 3700.608887
	Iteration 54Q: 3 clusters Score -1.104085e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -11041144.000000 Penalty: 3700.608887
	Iteration 55Q: 3 clusters Score -1.104114e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -11041408.000000 Penalty: 3700.608887
	Iteration 56Q: 3 clusters Score -1.104141e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -11041638.000000 Penalty: 3700.608887
	Iteration 57Q: 3 clusters Score -1.104164e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83387 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -11041921.000000 Penalty: 3700.608887
	Iteration 58Q: 3 clusters Score -1.104192e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83753 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -11042112.000000 Penalty: 3700.608887
	Iteration 59Q: 3 clusters Score -1.104211e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -11042303.000000 Penalty: 3700.608887
	Iteration 60F: 3 clusters Score -1.10423e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -11042437.000000 Penalty: 3700.608887
	Iteration 61Q: 3 clusters Score -1.104244e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -11042557.000000 Penalty: 3700.608887
	Iteration 62Q: 3 clusters Score -1.104256e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -11042701.000000 Penalty: 3700.608887
	Iteration 63Q: 3 clusters Score -1.10427e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85151 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -11042762.000000 Penalty: 3700.608887
	Iteration 64Q: 3 clusters Score -1.104276e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85344 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -11042846.000000 Penalty: 3700.608887
	Iteration 65Q: 3 clusters Score -1.104285e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -11042921.000000 Penalty: 3700.608887
	Iteration 66Q: 3 clusters Score -1.104292e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -11042956.000000 Penalty: 3700.608887
	Iteration 67Q: 3 clusters Score -1.104296e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -11042984.000000 Penalty: 3700.608887
	Iteration 68Q: 3 clusters Score -1.104298e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -11043004.000000 Penalty: 3700.608887
	Iteration 69Q: 3 clusters Score -1.1043e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -11043075.000000 Penalty: 3700.608887
	Iteration 70Q: 3 clusters Score -1.104308e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -11043095.000000 Penalty: 3700.608887
	Iteration 71Q: 3 clusters Score -1.10431e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11043145.000000 Penalty: 3700.608887
	Iteration 72Q: 3 clusters Score -1.104314e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11043193.000000 Penalty: 3700.608887
	Iteration 73Q: 3 clusters Score -1.104319e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11043199.000000 Penalty: 3700.608887
	Iteration 74Q: 3 clusters Score -1.10432e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -11043214.000000 Penalty: 3700.608887
	Iteration 75Q: 3 clusters Score -1.104321e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -11043232.000000 Penalty: 3700.608887
	Iteration 76Q: 3 clusters Score -1.104323e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -11043241.000000 Penalty: 3700.608887
	Iteration 77Q: 3 clusters Score -1.104324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -11043220.000000 Penalty: 3700.608887
	Iteration 78Q: 3 clusters Score -1.104322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11043227.000000 Penalty: 3700.608887
	Iteration 79Q: 3 clusters Score -1.104323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -11043213.000000 Penalty: 3700.608887
	Iteration 80F: 3 clusters Score -1.104321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11043203.000000 Penalty: 3700.608887
	Iteration 81Q: 3 clusters Score -1.10432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86620 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -11043216.000000 Penalty: 3700.608887
	Iteration 82Q: 3 clusters Score -1.104322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11043226.000000 Penalty: 3700.608887
	Iteration 83Q: 3 clusters Score -1.104323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11043244.000000 Penalty: 3700.608887
	Iteration 84Q: 3 clusters Score -1.104324e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86667 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11043251.000000 Penalty: 3700.608887
	Iteration 85Q: 3 clusters Score -1.104325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11043259.000000 Penalty: 3700.608887
	Iteration 86Q: 3 clusters Score -1.104326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86706 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -11043258.000000 Penalty: 3700.608887
	Iteration 87Q: 3 clusters Score -1.104326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -11043276.000000 Penalty: 3700.608887
	Iteration 88Q: 3 clusters Score -1.104328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11043286.000000 Penalty: 3700.608887
	Iteration 89Q: 3 clusters Score -1.104329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11043289.000000 Penalty: 3700.608887
	Iteration 90Q: 3 clusters Score -1.104329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86771 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11043297.000000 Penalty: 3700.608887
	Iteration 91Q: 3 clusters Score -1.10433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -11043297.000000 Penalty: 3700.608887
	Iteration 92Q: 3 clusters Score -1.10433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11043293.000000 Penalty: 3700.608887
	Iteration 93Q: 3 clusters Score -1.104329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -11043289.000000 Penalty: 3700.608887
	Iteration 94Q: 3 clusters Score -1.104329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -11043294.000000 Penalty: 3700.608887
	Iteration 95Q: 3 clusters Score -1.104329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -11043288.000000 Penalty: 3700.608887
	Iteration 96Q: 3 clusters Score -1.104329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11043289.000000 Penalty: 3700.608887
	Iteration 97Q: 3 clusters Score -1.104329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11043301.000000 Penalty: 3700.608887
	Iteration 98Q: 3 clusters Score -1.10433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -11043305.000000 Penalty: 3700.608887
	Iteration 99Q: 3 clusters Score -1.10433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86842 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -11043311.000000 Penalty: 3700.608887
	Iteration 100F: 3 clusters Score -1.104331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11043302.000000 Penalty: 3700.608887
	Iteration 101Q: 3 clusters Score -1.10433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11043299.000000 Penalty: 3700.608887
	Iteration 102Q: 3 clusters Score -1.10433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11043317.000000 Penalty: 3700.608887
	Iteration 103Q: 3 clusters Score -1.104332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11043322.000000 Penalty: 3700.608887
	Iteration 104Q: 3 clusters Score -1.104332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86891 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -11043310.000000 Penalty: 3700.608887
	Iteration 105Q: 3 clusters Score -1.104331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11043309.000000 Penalty: 3700.608887
	Iteration 106Q: 3 clusters Score -1.104331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11043307.000000 Penalty: 3700.608887
	Iteration 107Q: 3 clusters Score -1.104331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86912 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11043313.000000 Penalty: 3700.608887
	Iteration 108Q: 3 clusters Score -1.104331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86918 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11043325.000000 Penalty: 3700.608887
	Iteration 109Q: 3 clusters Score -1.104332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11043327.000000 Penalty: 3700.608887
	Iteration 110Q: 3 clusters Score -1.104333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -11043322.000000 Penalty: 3700.608887
	Iteration 111Q: 3 clusters Score -1.104332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11043323.000000 Penalty: 3700.608887
	Iteration 112Q: 3 clusters Score -1.104332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11043318.000000 Penalty: 3700.608887
	Iteration 113Q: 3 clusters Score -1.104332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11043331.000000 Penalty: 3700.608887
	Iteration 114Q: 3 clusters Score -1.104333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -11043323.000000 Penalty: 3700.608887
	Iteration 115Q: 3 clusters Score -1.104332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11043336.000000 Penalty: 3700.608887
	Iteration 116Q: 3 clusters Score -1.104334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11043337.000000 Penalty: 3700.608887
	Iteration 117Q: 3 clusters Score -1.104334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11043325.000000 Penalty: 3700.608887
	Iteration 118Q: 3 clusters Score -1.104332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11043319.000000 Penalty: 3700.608887
	Iteration 119Q: 3 clusters Score -1.104332e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11043325.000000 Penalty: 3700.608887
	Iteration 120F: 3 clusters Score -1.104332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11043335.000000 Penalty: 3700.608887
	Iteration 121Q: 3 clusters Score -1.104334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11043342.000000 Penalty: 3700.608887
	Iteration 122Q: 3 clusters Score -1.104334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11043352.000000 Penalty: 3700.608887
	Iteration 123Q: 3 clusters Score -1.104335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11043352.000000 Penalty: 3700.608887
	Iteration 124Q: 3 clusters Score -1.104335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11043358.000000 Penalty: 3700.608887
	Iteration 125Q: 3 clusters Score -1.104336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87110 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11043360.000000 Penalty: 3700.608887
	Iteration 126Q: 3 clusters Score -1.104336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11043381.000000 Penalty: 3700.608887
	Iteration 127Q: 3 clusters Score -1.104338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11043379.000000 Penalty: 3700.608887
	Iteration 128Q: 3 clusters Score -1.104338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11043374.000000 Penalty: 3700.608887
	Iteration 129Q: 3 clusters Score -1.104337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11043374.000000 Penalty: 3700.608887
	Iteration 130Q: 3 clusters Score -1.104337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11043363.000000 Penalty: 3700.608887
	Iteration 131Q: 3 clusters Score -1.104336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11043364.000000 Penalty: 3700.608887
	Iteration 132Q: 3 clusters Score -1.104336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11043371.000000 Penalty: 3700.608887
	Iteration 133Q: 3 clusters Score -1.104337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11043365.000000 Penalty: 3700.608887
	Iteration 134Q: 3 clusters Score -1.104336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11043365.000000 Penalty: 3700.608887
	Iteration 135Q: 3 clusters Score -1.104336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11043365.000000 Penalty: 3700.608887
	Iteration 136F: 3 clusters Score -1.104336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Entering Unmasked Estep 
Score: -10665281.000000 Penalty: 1845.131592
	Iteration 0F: 2 clusters Score -1.066528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -10610523.000000 Penalty: 3690.263184
	Iteration 0F: 3 clusters Score -1.061052e+07 nChanged 40612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -10634601.000000 Penalty: 3690.263184
	Iteration 1F: 3 clusters Score -1.06346e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -10635660.000000 Penalty: 3690.263184
	Iteration 2Q: 3 clusters Score -1.063566e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -10637341.000000 Penalty: 3690.263184
	Iteration 3Q: 3 clusters Score -1.063734e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -10639477.000000 Penalty: 3690.263184
	Iteration 4Q: 3 clusters Score -1.063948e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -10642345.000000 Penalty: 3690.263184
	Iteration 5F: 3 clusters Score -1.064234e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -10646024.000000 Penalty: 3690.263184
	Iteration 6F: 3 clusters Score -1.064602e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -10650312.000000 Penalty: 3690.263184
	Iteration 7F: 3 clusters Score -1.065031e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -10653984.000000 Penalty: 3690.263184
	Iteration 8F: 3 clusters Score -1.065398e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -10656026.000000 Penalty: 3690.263184
	Iteration 9F: 3 clusters Score -1.065603e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -10656777.000000 Penalty: 3690.263184
	Iteration 10Q: 3 clusters Score -1.065678e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -10657172.000000 Penalty: 3690.263184
	Iteration 11Q: 3 clusters Score -1.065717e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -10657440.000000 Penalty: 3690.263184
	Iteration 12Q: 3 clusters Score -1.065744e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -10657693.000000 Penalty: 3690.263184
	Iteration 13Q: 3 clusters Score -1.065769e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -10657890.000000 Penalty: 3690.263184
	Iteration 14Q: 3 clusters Score -1.065789e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -10658124.000000 Penalty: 3690.263184
	Iteration 15Q: 3 clusters Score -1.065812e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -10658387.000000 Penalty: 3690.263184
	Iteration 16Q: 3 clusters Score -1.065839e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -10658597.000000 Penalty: 3690.263184
	Iteration 17Q: 3 clusters Score -1.06586e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -10658815.000000 Penalty: 3690.263184
	Iteration 18Q: 3 clusters Score -1.065882e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -10658968.000000 Penalty: 3690.263184
	Iteration 19Q: 3 clusters Score -1.065897e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -10659143.000000 Penalty: 3690.263184
	Iteration 20F: 3 clusters Score -1.065914e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -10659318.000000 Penalty: 3690.263184
	Iteration 21Q: 3 clusters Score -1.065932e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -10659539.000000 Penalty: 3690.263184
	Iteration 22Q: 3 clusters Score -1.065954e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -10659790.000000 Penalty: 3690.263184
	Iteration 23Q: 3 clusters Score -1.065979e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -10660026.000000 Penalty: 3690.263184
	Iteration 24Q: 3 clusters Score -1.066003e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -10660290.000000 Penalty: 3690.263184
	Iteration 25Q: 3 clusters Score -1.066029e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73625 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -10660514.000000 Penalty: 3690.263184
	Iteration 26Q: 3 clusters Score -1.066051e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -10660731.000000 Penalty: 3690.263184
	Iteration 27Q: 3 clusters Score -1.066073e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -10660925.000000 Penalty: 3690.263184
	Iteration 28Q: 3 clusters Score -1.066092e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -10661193.000000 Penalty: 3690.263184
	Iteration 29Q: 3 clusters Score -1.066119e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -10661436.000000 Penalty: 3690.263184
	Iteration 30Q: 3 clusters Score -1.066144e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -10661738.000000 Penalty: 3690.263184
	Iteration 31Q: 3 clusters Score -1.066174e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -10662001.000000 Penalty: 3690.263184
	Iteration 32Q: 3 clusters Score -1.0662e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -10662297.000000 Penalty: 3690.263184
	Iteration 33Q: 3 clusters Score -1.06623e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -10662532.000000 Penalty: 3690.263184
	Iteration 34Q: 3 clusters Score -1.066253e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -10662693.000000 Penalty: 3690.263184
	Iteration 35Q: 3 clusters Score -1.066269e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -10662846.000000 Penalty: 3690.263184
	Iteration 36Q: 3 clusters Score -1.066285e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -10663017.000000 Penalty: 3690.263184
	Iteration 37Q: 3 clusters Score -1.066302e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -10663123.000000 Penalty: 3690.263184
	Iteration 38Q: 3 clusters Score -1.066312e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81267 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -10663254.000000 Penalty: 3690.263184
	Iteration 39Q: 3 clusters Score -1.066325e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -10663382.000000 Penalty: 3690.263184
	Iteration 40F: 3 clusters Score -1.066338e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -10663440.000000 Penalty: 3690.263184
	Iteration 41Q: 3 clusters Score -1.066344e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82063 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -10663457.000000 Penalty: 3690.263184
	Iteration 42Q: 3 clusters Score -1.066346e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -10663537.000000 Penalty: 3690.263184
	Iteration 43Q: 3 clusters Score -1.066354e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -10663566.000000 Penalty: 3690.263184
	Iteration 44Q: 3 clusters Score -1.066357e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -10663580.000000 Penalty: 3690.263184
	Iteration 45Q: 3 clusters Score -1.066358e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -10663607.000000 Penalty: 3690.263184
	Iteration 46Q: 3 clusters Score -1.066361e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -10663630.000000 Penalty: 3690.263184
	Iteration 47Q: 3 clusters Score -1.066363e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -10663645.000000 Penalty: 3690.263184
	Iteration 48Q: 3 clusters Score -1.066364e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -10663642.000000 Penalty: 3690.263184
	Iteration 49Q: 3 clusters Score -1.066364e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -10663645.000000 Penalty: 3690.263184
	Iteration 50Q: 3 clusters Score -1.066364e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -10663653.000000 Penalty: 3690.263184
	Iteration 51Q: 3 clusters Score -1.066365e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -10663653.000000 Penalty: 3690.263184
	Iteration 52Q: 3 clusters Score -1.066365e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10663641.000000 Penalty: 3690.263184
	Iteration 53Q: 3 clusters Score -1.066364e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10663650.000000 Penalty: 3690.263184
	Iteration 54Q: 3 clusters Score -1.066365e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -10663670.000000 Penalty: 3690.263184
	Iteration 55Q: 3 clusters Score -1.066367e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10663681.000000 Penalty: 3690.263184
	Iteration 56Q: 3 clusters Score -1.066368e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10663716.000000 Penalty: 3690.263184
	Iteration 57Q: 3 clusters Score -1.066372e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83774 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -10663718.000000 Penalty: 3690.263184
	Iteration 58Q: 3 clusters Score -1.066372e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83828 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10663721.000000 Penalty: 3690.263184
	Iteration 59Q: 3 clusters Score -1.066372e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -10663749.000000 Penalty: 3690.263184
	Iteration 60F: 3 clusters Score -1.066375e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -10663755.000000 Penalty: 3690.263184
	Iteration 61Q: 3 clusters Score -1.066376e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10663763.000000 Penalty: 3690.263184
	Iteration 62Q: 3 clusters Score -1.066376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10663774.000000 Penalty: 3690.263184
	Iteration 63Q: 3 clusters Score -1.066377e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -10663786.000000 Penalty: 3690.263184
	Iteration 64Q: 3 clusters Score -1.066379e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -10663778.000000 Penalty: 3690.263184
	Iteration 65Q: 3 clusters Score -1.066378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -10663790.000000 Penalty: 3690.263184
	Iteration 66Q: 3 clusters Score -1.066379e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10663790.000000 Penalty: 3690.263184
	Iteration 67Q: 3 clusters Score -1.066379e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10663797.000000 Penalty: 3690.263184
	Iteration 68Q: 3 clusters Score -1.06638e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10663797.000000 Penalty: 3690.263184
	Iteration 69Q: 3 clusters Score -1.06638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10663816.000000 Penalty: 3690.263184
	Iteration 70Q: 3 clusters Score -1.066382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84123 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10663818.000000 Penalty: 3690.263184
	Iteration 71Q: 3 clusters Score -1.066382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10663812.000000 Penalty: 3690.263184
	Iteration 72Q: 3 clusters Score -1.066381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10663808.000000 Penalty: 3690.263184
	Iteration 73Q: 3 clusters Score -1.066381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84178 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -10663824.000000 Penalty: 3690.263184
	Iteration 74Q: 3 clusters Score -1.066382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -10663812.000000 Penalty: 3690.263184
	Iteration 75Q: 3 clusters Score -1.066381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10663818.000000 Penalty: 3690.263184
	Iteration 76Q: 3 clusters Score -1.066382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10663828.000000 Penalty: 3690.263184
	Iteration 77Q: 3 clusters Score -1.066383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84239 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10663830.000000 Penalty: 3690.263184
	Iteration 78Q: 3 clusters Score -1.066383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10663824.000000 Penalty: 3690.263184
	Iteration 79Q: 3 clusters Score -1.066382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84272 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10663831.000000 Penalty: 3690.263184
	Iteration 80F: 3 clusters Score -1.066383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10663819.000000 Penalty: 3690.263184
	Iteration 81Q: 3 clusters Score -1.066382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84292 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10663827.000000 Penalty: 3690.263184
	Iteration 82Q: 3 clusters Score -1.066383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10663831.000000 Penalty: 3690.263184
	Iteration 83Q: 3 clusters Score -1.066383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10663846.000000 Penalty: 3690.263184
	Iteration 84Q: 3 clusters Score -1.066385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10663841.000000 Penalty: 3690.263184
	Iteration 85Q: 3 clusters Score -1.066384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10663825.000000 Penalty: 3690.263184
	Iteration 86Q: 3 clusters Score -1.066382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10663836.000000 Penalty: 3690.263184
	Iteration 87Q: 3 clusters Score -1.066384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10663833.000000 Penalty: 3690.263184
	Iteration 88Q: 3 clusters Score -1.066383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10663827.000000 Penalty: 3690.263184
	Iteration 89Q: 3 clusters Score -1.066383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10663821.000000 Penalty: 3690.263184
	Iteration 90Q: 3 clusters Score -1.066382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10663829.000000 Penalty: 3690.263184
	Iteration 91Q: 3 clusters Score -1.066383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10663829.000000 Penalty: 3690.263184
	Iteration 92Q: 3 clusters Score -1.066383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10663840.000000 Penalty: 3690.263184
	Iteration 93Q: 3 clusters Score -1.066384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10663837.000000 Penalty: 3690.263184
	Iteration 94Q: 3 clusters Score -1.066384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10663837.000000 Penalty: 3690.263184
	Iteration 95F: 3 clusters Score -1.066384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -238976.656250 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -238976.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -236847.343750 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -236847.3 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -237452.250000 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -237452.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -237700.562500 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -237700.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -237876.406250 Penalty: 2482.727295
	Iteration 3F: 3 clusters Score -237876.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -238001.437500 Penalty: 2482.727295
	Iteration 4F: 3 clusters Score -238001.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -238104.828125 Penalty: 2482.727295
	Iteration 5F: 3 clusters Score -238104.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -238170.250000 Penalty: 2482.727295
	Iteration 6Q: 3 clusters Score -238170.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -238212.328125 Penalty: 2482.727295
	Iteration 7Q: 3 clusters Score -238212.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -238260.625000 Penalty: 2482.727295
	Iteration 8Q: 3 clusters Score -238260.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -238291.609375 Penalty: 2482.727295
	Iteration 9Q: 3 clusters Score -238291.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -238313.406250 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -238313.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -238331.343750 Penalty: 2482.727295
	Iteration 11Q: 3 clusters Score -238331.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -238347.796875 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -238347.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -238361.890625 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -238361.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -238385.156250 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -238385.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -238419.093750 Penalty: 2482.727295
	Iteration 15Q: 3 clusters Score -238419.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -238434.546875 Penalty: 2482.727295
	Iteration 16Q: 3 clusters Score -238434.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -238454.671875 Penalty: 2482.727295
	Iteration 17Q: 3 clusters Score -238454.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -238484.265625 Penalty: 2482.727295
	Iteration 18Q: 3 clusters Score -238484.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -238495.687500 Penalty: 2482.727295
	Iteration 19Q: 3 clusters Score -238495.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -238501.625000 Penalty: 2482.727295
	Iteration 20F: 3 clusters Score -238501.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -238508.375000 Penalty: 2482.727295
	Iteration 21Q: 3 clusters Score -238508.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -238516.921875 Penalty: 2482.727295
	Iteration 22Q: 3 clusters Score -238516.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -238522.875000 Penalty: 2482.727295
	Iteration 23Q: 3 clusters Score -238522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -238527.468750 Penalty: 2482.727295
	Iteration 24Q: 3 clusters Score -238527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -238528.390625 Penalty: 2482.727295
	Iteration 25Q: 3 clusters Score -238528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -238528.859375 Penalty: 2482.727295
	Iteration 26Q: 3 clusters Score -238528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -238529.109375 Penalty: 2482.727295
	Iteration 27Q: 3 clusters Score -238529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -238530.328125 Penalty: 2482.727295
	Iteration 28Q: 3 clusters Score -238530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -238531.562500 Penalty: 2482.727295
	Iteration 29Q: 3 clusters Score -238531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -238533.000000 Penalty: 2482.727295
	Iteration 30Q: 3 clusters Score -238533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -238533.171875 Penalty: 2482.727295
	Iteration 31Q: 3 clusters Score -238533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -238534.406250 Penalty: 2482.727295
	Iteration 32Q: 3 clusters Score -238534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -238536.031250 Penalty: 2482.727295
	Iteration 33Q: 3 clusters Score -238536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -238536.796875 Penalty: 2482.727295
	Iteration 34Q: 3 clusters Score -238536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -238537.906250 Penalty: 2482.727295
	Iteration 35Q: 3 clusters Score -238537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -238539.125000 Penalty: 2482.727295
	Iteration 36Q: 3 clusters Score -238539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -238540.953125 Penalty: 2482.727295
	Iteration 37Q: 3 clusters Score -238541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -238541.500000 Penalty: 2482.727295
	Iteration 38Q: 3 clusters Score -238541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -238541.500000 Penalty: 2482.727295
	Iteration 39F: 3 clusters Score -238541.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Entering Unmasked Estep 
Score: -3894664.500000 Penalty: 1683.303345
	Iteration 0F: 2 clusters Score -3894664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3873572.250000 Penalty: 3366.606689
	Iteration 0F: 3 clusters Score -3873572 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3881618.750000 Penalty: 3366.606689
	Iteration 1F: 3 clusters Score -3881619 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3882029.750000 Penalty: 3366.606689
	Iteration 2Q: 3 clusters Score -3882030 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3882558.250000 Penalty: 3366.606689
	Iteration 3Q: 3 clusters Score -3882558 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3883354.250000 Penalty: 3366.606689
	Iteration 4Q: 3 clusters Score -3883354 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3884488.250000 Penalty: 3366.606689
	Iteration 5F: 3 clusters Score -3884488 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3886103.750000 Penalty: 3366.606689
	Iteration 6F: 3 clusters Score -3886104 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -3888201.250000 Penalty: 3366.606689
	Iteration 7F: 3 clusters Score -3888201 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3890222.250000 Penalty: 3366.606689
	Iteration 8F: 3 clusters Score -3890222 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3891594.500000 Penalty: 3366.606689
	Iteration 9Q: 3 clusters Score -3891594 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3892378.250000 Penalty: 3366.606689
	Iteration 10Q: 3 clusters Score -3892378 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3892787.750000 Penalty: 3366.606689
	Iteration 11Q: 3 clusters Score -3892788 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3892979.000000 Penalty: 3366.606689
	Iteration 12Q: 3 clusters Score -3892979 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3893081.750000 Penalty: 3366.606689
	Iteration 13Q: 3 clusters Score -3893082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3893136.250000 Penalty: 3366.606689
	Iteration 14Q: 3 clusters Score -3893136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3893170.500000 Penalty: 3366.606689
	Iteration 15Q: 3 clusters Score -3893170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3893196.500000 Penalty: 3366.606689
	Iteration 16Q: 3 clusters Score -3893196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3893215.500000 Penalty: 3366.606689
	Iteration 17Q: 3 clusters Score -3893216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3893232.250000 Penalty: 3366.606689
	Iteration 18Q: 3 clusters Score -3893232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3893241.250000 Penalty: 3366.606689
	Iteration 19Q: 3 clusters Score -3893241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3893248.500000 Penalty: 3366.606689
	Iteration 20F: 3 clusters Score -3893248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3893252.500000 Penalty: 3366.606689
	Iteration 21Q: 3 clusters Score -3893252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3893263.750000 Penalty: 3366.606689
	Iteration 22Q: 3 clusters Score -3893264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3893262.500000 Penalty: 3366.606689
	Iteration 23Q: 3 clusters Score -3893262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3893264.500000 Penalty: 3366.606689
	Iteration 24Q: 3 clusters Score -3893264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3893268.750000 Penalty: 3366.606689
	Iteration 25Q: 3 clusters Score -3893269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3893268.750000 Penalty: 3366.606689
	Iteration 26F: 3 clusters Score -3893269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -298520.312500 Penalty: 1275.007324
	Iteration 0F: 2 clusters Score -298520.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -296043.062500 Penalty: 2550.014648
	Iteration 0F: 3 clusters Score -296043.1 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -296625.718750 Penalty: 2550.014648
	Iteration 1F: 3 clusters Score -296625.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -296747.375000 Penalty: 2550.014648
	Iteration 2F: 3 clusters Score -296747.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -296841.562500 Penalty: 2550.014648
	Iteration 3Q: 3 clusters Score -296841.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -296917.250000 Penalty: 2550.014648
	Iteration 4Q: 3 clusters Score -296917.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -296986.468750 Penalty: 2550.014648
	Iteration 5Q: 3 clusters Score -296986.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -297056.625000 Penalty: 2550.014648
	Iteration 6Q: 3 clusters Score -297056.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -297147.187500 Penalty: 2550.014648
	Iteration 7Q: 3 clusters Score -297147.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -297275.468750 Penalty: 2550.014648
	Iteration 8Q: 3 clusters Score -297275.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -297401.031250 Penalty: 2550.014648
	Iteration 9Q: 3 clusters Score -297401 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -297520.187500 Penalty: 2550.014648
	Iteration 10Q: 3 clusters Score -297520.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -297645.718750 Penalty: 2550.014648
	Iteration 11Q: 3 clusters Score -297645.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -297730.687500 Penalty: 2550.014648
	Iteration 12Q: 3 clusters Score -297730.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -297790.968750 Penalty: 2550.014648
	Iteration 13Q: 3 clusters Score -297791 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -297846.312500 Penalty: 2550.014648
	Iteration 14Q: 3 clusters Score -297846.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -297886.625000 Penalty: 2550.014648
	Iteration 15Q: 3 clusters Score -297886.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -297924.812500 Penalty: 2550.014648
	Iteration 16Q: 3 clusters Score -297924.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -297961.343750 Penalty: 2550.014648
	Iteration 17Q: 3 clusters Score -297961.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -297994.406250 Penalty: 2550.014648
	Iteration 18Q: 3 clusters Score -297994.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -298014.000000 Penalty: 2550.014648
	Iteration 19Q: 3 clusters Score -298014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -298022.906250 Penalty: 2550.014648
	Iteration 20F: 3 clusters Score -298022.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -298027.562500 Penalty: 2550.014648
	Iteration 21Q: 3 clusters Score -298027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -298030.687500 Penalty: 2550.014648
	Iteration 22Q: 3 clusters Score -298030.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -298034.937500 Penalty: 2550.014648
	Iteration 23Q: 3 clusters Score -298034.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -298039.656250 Penalty: 2550.014648
	Iteration 24Q: 3 clusters Score -298039.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -298044.250000 Penalty: 2550.014648
	Iteration 25Q: 3 clusters Score -298044.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -298047.593750 Penalty: 2550.014648
	Iteration 26Q: 3 clusters Score -298047.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -298051.812500 Penalty: 2550.014648
	Iteration 27Q: 3 clusters Score -298051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -298054.406250 Penalty: 2550.014648
	Iteration 28Q: 3 clusters Score -298054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -298057.531250 Penalty: 2550.014648
	Iteration 29Q: 3 clusters Score -298057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -298059.187500 Penalty: 2550.014648
	Iteration 30Q: 3 clusters Score -298059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -298059.093750 Penalty: 2550.014648
	Iteration 31Q: 3 clusters Score -298059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -298059.093750 Penalty: 2550.014648
	Iteration 32F: 3 clusters Score -298059.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Entering Unmasked Estep 
Score: -6826491.500000 Penalty: 1770.189575
	Iteration 0F: 2 clusters Score -6826492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -6791582.500000 Penalty: 3540.379150
	Iteration 0F: 3 clusters Score -6791582 nChanged 25172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -6805808.000000 Penalty: 3540.379150
	Iteration 1F: 3 clusters Score -6805808 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -6806496.000000 Penalty: 3540.379150
	Iteration 2Q: 3 clusters Score -6806496 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -6807347.000000 Penalty: 3540.379150
	Iteration 3Q: 3 clusters Score -6807347 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -6808736.500000 Penalty: 3540.379150
	Iteration 4Q: 3 clusters Score -6808736 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -6810520.000000 Penalty: 3540.379150
	Iteration 5F: 3 clusters Score -6810520 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -6813178.500000 Penalty: 3540.379150
	Iteration 6F: 3 clusters Score -6813178 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -6816596.000000 Penalty: 3540.379150
	Iteration 7F: 3 clusters Score -6816596 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -6819917.500000 Penalty: 3540.379150
	Iteration 8F: 3 clusters Score -6819918 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -6821774.000000 Penalty: 3540.379150
	Iteration 9F: 3 clusters Score -6821774 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -6822604.000000 Penalty: 3540.379150
	Iteration 10Q: 3 clusters Score -6822604 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -6823061.000000 Penalty: 3540.379150
	Iteration 11Q: 3 clusters Score -6823061 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -6823344.000000 Penalty: 3540.379150
	Iteration 12Q: 3 clusters Score -6823344 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -6823571.000000 Penalty: 3540.379150
	Iteration 13Q: 3 clusters Score -6823571 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -6823843.500000 Penalty: 3540.379150
	Iteration 14Q: 3 clusters Score -6823844 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -6824014.000000 Penalty: 3540.379150
	Iteration 15Q: 3 clusters Score -6824014 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -6824134.500000 Penalty: 3540.379150
	Iteration 16Q: 3 clusters Score -6824134 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -6824187.500000 Penalty: 3540.379150
	Iteration 17Q: 3 clusters Score -6824188 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -6824305.500000 Penalty: 3540.379150
	Iteration 18Q: 3 clusters Score -6824306 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -6824350.500000 Penalty: 3540.379150
	Iteration 19Q: 3 clusters Score -6824350 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -6824399.000000 Penalty: 3540.379150
	Iteration 20F: 3 clusters Score -6824399 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -6824459.000000 Penalty: 3540.379150
	Iteration 21Q: 3 clusters Score -6824459 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -6824471.000000 Penalty: 3540.379150
	Iteration 22Q: 3 clusters Score -6824471 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -6824477.000000 Penalty: 3540.379150
	Iteration 23Q: 3 clusters Score -6824477 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -6824504.000000 Penalty: 3540.379150
	Iteration 24Q: 3 clusters Score -6824504 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -6824527.000000 Penalty: 3540.379150
	Iteration 25Q: 3 clusters Score -6824527 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -6824534.000000 Penalty: 3540.379150
	Iteration 26Q: 3 clusters Score -6824534 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -6824541.000000 Penalty: 3540.379150
	Iteration 27Q: 3 clusters Score -6824541 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -6824566.500000 Penalty: 3540.379150
	Iteration 28Q: 3 clusters Score -6824566 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -6824596.000000 Penalty: 3540.379150
	Iteration 29Q: 3 clusters Score -6824596 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -6824618.000000 Penalty: 3540.379150
	Iteration 30Q: 3 clusters Score -6824618 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -6824668.000000 Penalty: 3540.379150
	Iteration 31Q: 3 clusters Score -6824668 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -6824677.000000 Penalty: 3540.379150
	Iteration 32Q: 3 clusters Score -6824677 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -6824703.500000 Penalty: 3540.379150
	Iteration 33Q: 3 clusters Score -6824704 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -6824717.000000 Penalty: 3540.379150
	Iteration 34Q: 3 clusters Score -6824717 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -6824761.500000 Penalty: 3540.379150
	Iteration 35Q: 3 clusters Score -6824762 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -6824759.000000 Penalty: 3540.379150
	Iteration 36Q: 3 clusters Score -6824759 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -6824798.500000 Penalty: 3540.379150
	Iteration 37Q: 3 clusters Score -6824798 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6824814.500000 Penalty: 3540.379150
	Iteration 38Q: 3 clusters Score -6824814 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -6824825.500000 Penalty: 3540.379150
	Iteration 39Q: 3 clusters Score -6824826 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6824840.500000 Penalty: 3540.379150
	Iteration 40F: 3 clusters Score -6824840 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -6824857.500000 Penalty: 3540.379150
	Iteration 41Q: 3 clusters Score -6824858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6824867.000000 Penalty: 3540.379150
	Iteration 42Q: 3 clusters Score -6824867 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6824898.500000 Penalty: 3540.379150
	Iteration 43Q: 3 clusters Score -6824898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -6824949.000000 Penalty: 3540.379150
	Iteration 44Q: 3 clusters Score -6824949 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6824978.500000 Penalty: 3540.379150
	Iteration 45Q: 3 clusters Score -6824978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6825022.500000 Penalty: 3540.379150
	Iteration 46Q: 3 clusters Score -6825022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6825031.000000 Penalty: 3540.379150
	Iteration 47Q: 3 clusters Score -6825031 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6825060.000000 Penalty: 3540.379150
	Iteration 48Q: 3 clusters Score -6825060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6825090.000000 Penalty: 3540.379150
	Iteration 49Q: 3 clusters Score -6825090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6825106.000000 Penalty: 3540.379150
	Iteration 50Q: 3 clusters Score -6825106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6825105.500000 Penalty: 3540.379150
	Iteration 51Q: 3 clusters Score -6825106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6825110.000000 Penalty: 3540.379150
	Iteration 52Q: 3 clusters Score -6825110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6825114.500000 Penalty: 3540.379150
	Iteration 53Q: 3 clusters Score -6825114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6825130.500000 Penalty: 3540.379150
	Iteration 54Q: 3 clusters Score -6825130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6825145.000000 Penalty: 3540.379150
	Iteration 55Q: 3 clusters Score -6825145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6825164.500000 Penalty: 3540.379150
	Iteration 56Q: 3 clusters Score -6825164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6825178.000000 Penalty: 3540.379150
	Iteration 57Q: 3 clusters Score -6825178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6825164.000000 Penalty: 3540.379150
	Iteration 58Q: 3 clusters Score -6825164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6825185.500000 Penalty: 3540.379150
	Iteration 59Q: 3 clusters Score -6825186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6825189.000000 Penalty: 3540.379150
	Iteration 60F: 3 clusters Score -6825189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6825211.500000 Penalty: 3540.379150
	Iteration 61Q: 3 clusters Score -6825212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6825207.500000 Penalty: 3540.379150
	Iteration 62Q: 3 clusters Score -6825208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6825213.000000 Penalty: 3540.379150
	Iteration 63Q: 3 clusters Score -6825213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6825225.000000 Penalty: 3540.379150
	Iteration 64Q: 3 clusters Score -6825225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6825246.000000 Penalty: 3540.379150
	Iteration 65Q: 3 clusters Score -6825246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6825236.500000 Penalty: 3540.379150
	Iteration 66Q: 3 clusters Score -6825236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6825233.500000 Penalty: 3540.379150
	Iteration 67Q: 3 clusters Score -6825234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6825238.000000 Penalty: 3540.379150
	Iteration 68Q: 3 clusters Score -6825238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6825244.000000 Penalty: 3540.379150
	Iteration 69Q: 3 clusters Score -6825244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6825249.000000 Penalty: 3540.379150
	Iteration 70Q: 3 clusters Score -6825249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6825254.500000 Penalty: 3540.379150
	Iteration 71Q: 3 clusters Score -6825254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6825264.000000 Penalty: 3540.379150
	Iteration 72Q: 3 clusters Score -6825264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6825262.000000 Penalty: 3540.379150
	Iteration 73Q: 3 clusters Score -6825262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6825257.000000 Penalty: 3540.379150
	Iteration 74Q: 3 clusters Score -6825257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6825255.000000 Penalty: 3540.379150
	Iteration 75Q: 3 clusters Score -6825255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6825265.500000 Penalty: 3540.379150
	Iteration 76Q: 3 clusters Score -6825266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6825262.500000 Penalty: 3540.379150
	Iteration 77Q: 3 clusters Score -6825262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6825255.000000 Penalty: 3540.379150
	Iteration 78Q: 3 clusters Score -6825255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6825263.000000 Penalty: 3540.379150
	Iteration 79Q: 3 clusters Score -6825263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6825270.500000 Penalty: 3540.379150
	Iteration 80F: 3 clusters Score -6825270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6825273.500000 Penalty: 3540.379150
	Iteration 81Q: 3 clusters Score -6825274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6825283.500000 Penalty: 3540.379150
	Iteration 82Q: 3 clusters Score -6825284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6825283.000000 Penalty: 3540.379150
	Iteration 83Q: 3 clusters Score -6825283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6825276.500000 Penalty: 3540.379150
	Iteration 84Q: 3 clusters Score -6825276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6825281.500000 Penalty: 3540.379150
	Iteration 85Q: 3 clusters Score -6825282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6825287.000000 Penalty: 3540.379150
	Iteration 86Q: 3 clusters Score -6825287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6825286.000000 Penalty: 3540.379150
	Iteration 87Q: 3 clusters Score -6825286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6825291.500000 Penalty: 3540.379150
	Iteration 88Q: 3 clusters Score -6825292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6825286.000000 Penalty: 3540.379150
	Iteration 89Q: 3 clusters Score -6825286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6825291.000000 Penalty: 3540.379150
	Iteration 90Q: 3 clusters Score -6825291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6825292.000000 Penalty: 3540.379150
	Iteration 91Q: 3 clusters Score -6825292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6825292.000000 Penalty: 3540.379150
	Iteration 92F: 3 clusters Score -6825292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Entering Unmasked Estep 
Score: -11607522.000000 Penalty: 1859.211304
	Iteration 0F: 2 clusters Score -1.160752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -11548060.000000 Penalty: 3718.422607
	Iteration 0F: 3 clusters Score -1.154806e+07 nChanged 44385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -11573776.000000 Penalty: 3718.422607
	Iteration 1F: 3 clusters Score -1.157378e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -11574946.000000 Penalty: 3718.422607
	Iteration 2Q: 3 clusters Score -1.157495e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -11576859.000000 Penalty: 3718.422607
	Iteration 3F: 3 clusters Score -1.157686e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -11580118.000000 Penalty: 3718.422607
	Iteration 4F: 3 clusters Score -1.158012e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -11585356.000000 Penalty: 3718.422607
	Iteration 5F: 3 clusters Score -1.158536e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -11591608.000000 Penalty: 3718.422607
	Iteration 6F: 3 clusters Score -1.159161e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -11597831.000000 Penalty: 3718.422607
	Iteration 7F: 3 clusters Score -1.159783e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -11601671.000000 Penalty: 3718.422607
	Iteration 8Q: 3 clusters Score -1.160167e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -11603039.000000 Penalty: 3718.422607
	Iteration 9Q: 3 clusters Score -1.160304e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -11603602.000000 Penalty: 3718.422607
	Iteration 10Q: 3 clusters Score -1.16036e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -11603855.000000 Penalty: 3718.422607
	Iteration 11Q: 3 clusters Score -1.160386e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -11604051.000000 Penalty: 3718.422607
	Iteration 12Q: 3 clusters Score -1.160405e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -11604206.000000 Penalty: 3718.422607
	Iteration 13Q: 3 clusters Score -1.160421e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -11604275.000000 Penalty: 3718.422607
	Iteration 14Q: 3 clusters Score -1.160428e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -11604305.000000 Penalty: 3718.422607
	Iteration 15Q: 3 clusters Score -1.16043e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -11604297.000000 Penalty: 3718.422607
	Iteration 16Q: 3 clusters Score -1.16043e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -11604278.000000 Penalty: 3718.422607
	Iteration 17Q: 3 clusters Score -1.160428e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -11604207.000000 Penalty: 3718.422607
	Iteration 18Q: 3 clusters Score -1.160421e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -11604176.000000 Penalty: 3718.422607
	Iteration 19Q: 3 clusters Score -1.160418e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -11604094.000000 Penalty: 3718.422607
	Iteration 20F: 3 clusters Score -1.160409e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -11604023.000000 Penalty: 3718.422607
	Iteration 21Q: 3 clusters Score -1.160402e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -11603987.000000 Penalty: 3718.422607
	Iteration 22Q: 3 clusters Score -1.160399e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -11603902.000000 Penalty: 3718.422607
	Iteration 23Q: 3 clusters Score -1.16039e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -11603835.000000 Penalty: 3718.422607
	Iteration 24Q: 3 clusters Score -1.160384e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -11603820.000000 Penalty: 3718.422607
	Iteration 25Q: 3 clusters Score -1.160382e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -11603781.000000 Penalty: 3718.422607
	Iteration 26Q: 3 clusters Score -1.160378e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -11603721.000000 Penalty: 3718.422607
	Iteration 27Q: 3 clusters Score -1.160372e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -11603660.000000 Penalty: 3718.422607
	Iteration 28Q: 3 clusters Score -1.160366e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -11603555.000000 Penalty: 3718.422607
	Iteration 29Q: 3 clusters Score -1.160356e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -11603503.000000 Penalty: 3718.422607
	Iteration 30Q: 3 clusters Score -1.16035e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -11603472.000000 Penalty: 3718.422607
	Iteration 31Q: 3 clusters Score -1.160347e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -11603426.000000 Penalty: 3718.422607
	Iteration 32Q: 3 clusters Score -1.160343e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -11603379.000000 Penalty: 3718.422607
	Iteration 33Q: 3 clusters Score -1.160338e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -11603310.000000 Penalty: 3718.422607
	Iteration 34Q: 3 clusters Score -1.160331e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -11603284.000000 Penalty: 3718.422607
	Iteration 35Q: 3 clusters Score -1.160328e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -11603217.000000 Penalty: 3718.422607
	Iteration 36Q: 3 clusters Score -1.160322e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -11603189.000000 Penalty: 3718.422607
	Iteration 37Q: 3 clusters Score -1.160319e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -11603164.000000 Penalty: 3718.422607
	Iteration 38Q: 3 clusters Score -1.160316e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -11603111.000000 Penalty: 3718.422607
	Iteration 39Q: 3 clusters Score -1.160311e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -11603054.000000 Penalty: 3718.422607
	Iteration 40F: 3 clusters Score -1.160305e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -11603024.000000 Penalty: 3718.422607
	Iteration 41Q: 3 clusters Score -1.160302e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -11602986.000000 Penalty: 3718.422607
	Iteration 42Q: 3 clusters Score -1.160299e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -11602956.000000 Penalty: 3718.422607
	Iteration 43Q: 3 clusters Score -1.160296e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -11602901.000000 Penalty: 3718.422607
	Iteration 44Q: 3 clusters Score -1.16029e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -11602891.000000 Penalty: 3718.422607
	Iteration 45Q: 3 clusters Score -1.160289e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -11602858.000000 Penalty: 3718.422607
	Iteration 46Q: 3 clusters Score -1.160286e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -11602837.000000 Penalty: 3718.422607
	Iteration 47Q: 3 clusters Score -1.160284e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -11602801.000000 Penalty: 3718.422607
	Iteration 48Q: 3 clusters Score -1.16028e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -11602751.000000 Penalty: 3718.422607
	Iteration 49Q: 3 clusters Score -1.160275e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -11602679.000000 Penalty: 3718.422607
	Iteration 50Q: 3 clusters Score -1.160268e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -11602578.000000 Penalty: 3718.422607
	Iteration 51Q: 3 clusters Score -1.160258e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -11602564.000000 Penalty: 3718.422607
	Iteration 52Q: 3 clusters Score -1.160256e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -11602513.000000 Penalty: 3718.422607
	Iteration 53Q: 3 clusters Score -1.160251e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -11602460.000000 Penalty: 3718.422607
	Iteration 54Q: 3 clusters Score -1.160246e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -11602425.000000 Penalty: 3718.422607
	Iteration 55Q: 3 clusters Score -1.160242e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -11602328.000000 Penalty: 3718.422607
	Iteration 56Q: 3 clusters Score -1.160233e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -11602279.000000 Penalty: 3718.422607
	Iteration 57Q: 3 clusters Score -1.160228e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -11602259.000000 Penalty: 3718.422607
	Iteration 58Q: 3 clusters Score -1.160226e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -11602235.000000 Penalty: 3718.422607
	Iteration 59Q: 3 clusters Score -1.160224e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -11602207.000000 Penalty: 3718.422607
	Iteration 60F: 3 clusters Score -1.160221e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -11602169.000000 Penalty: 3718.422607
	Iteration 61Q: 3 clusters Score -1.160217e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -11602139.000000 Penalty: 3718.422607
	Iteration 62Q: 3 clusters Score -1.160214e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -11602120.000000 Penalty: 3718.422607
	Iteration 63Q: 3 clusters Score -1.160212e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -11602071.000000 Penalty: 3718.422607
	Iteration 64Q: 3 clusters Score -1.160207e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -11602070.000000 Penalty: 3718.422607
	Iteration 65Q: 3 clusters Score -1.160207e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -11602025.000000 Penalty: 3718.422607
	Iteration 66Q: 3 clusters Score -1.160202e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -11601983.000000 Penalty: 3718.422607
	Iteration 67Q: 3 clusters Score -1.160198e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -11601937.000000 Penalty: 3718.422607
	Iteration 68Q: 3 clusters Score -1.160194e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -11601907.000000 Penalty: 3718.422607
	Iteration 69Q: 3 clusters Score -1.160191e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -11601899.000000 Penalty: 3718.422607
	Iteration 70Q: 3 clusters Score -1.16019e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -11601873.000000 Penalty: 3718.422607
	Iteration 71Q: 3 clusters Score -1.160187e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -11601817.000000 Penalty: 3718.422607
	Iteration 72Q: 3 clusters Score -1.160182e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -11601830.000000 Penalty: 3718.422607
	Iteration 73Q: 3 clusters Score -1.160183e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -11601776.000000 Penalty: 3718.422607
	Iteration 74Q: 3 clusters Score -1.160178e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -11601772.000000 Penalty: 3718.422607
	Iteration 75Q: 3 clusters Score -1.160177e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -11601762.000000 Penalty: 3718.422607
	Iteration 76Q: 3 clusters Score -1.160176e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -11601727.000000 Penalty: 3718.422607
	Iteration 77Q: 3 clusters Score -1.160173e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -11601709.000000 Penalty: 3718.422607
	Iteration 78Q: 3 clusters Score -1.160171e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -11601696.000000 Penalty: 3718.422607
	Iteration 79Q: 3 clusters Score -1.16017e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -11601661.000000 Penalty: 3718.422607
	Iteration 80F: 3 clusters Score -1.160166e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -11601618.000000 Penalty: 3718.422607
	Iteration 81Q: 3 clusters Score -1.160162e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -11601587.000000 Penalty: 3718.422607
	Iteration 82Q: 3 clusters Score -1.160159e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -11601561.000000 Penalty: 3718.422607
	Iteration 83Q: 3 clusters Score -1.160156e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -11601525.000000 Penalty: 3718.422607
	Iteration 84Q: 3 clusters Score -1.160152e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -11601532.000000 Penalty: 3718.422607
	Iteration 85Q: 3 clusters Score -1.160153e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -11601513.000000 Penalty: 3718.422607
	Iteration 86Q: 3 clusters Score -1.160151e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -11601511.000000 Penalty: 3718.422607
	Iteration 87Q: 3 clusters Score -1.160151e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -11601485.000000 Penalty: 3718.422607
	Iteration 88Q: 3 clusters Score -1.160148e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -11601480.000000 Penalty: 3718.422607
	Iteration 89Q: 3 clusters Score -1.160148e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -11601475.000000 Penalty: 3718.422607
	Iteration 90Q: 3 clusters Score -1.160148e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -11601480.000000 Penalty: 3718.422607
	Iteration 91Q: 3 clusters Score -1.160148e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -11601475.000000 Penalty: 3718.422607
	Iteration 92Q: 3 clusters Score -1.160148e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -11601473.000000 Penalty: 3718.422607
	Iteration 93Q: 3 clusters Score -1.160147e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -11601457.000000 Penalty: 3718.422607
	Iteration 94Q: 3 clusters Score -1.160146e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -11601447.000000 Penalty: 3718.422607
	Iteration 95Q: 3 clusters Score -1.160145e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -11601446.000000 Penalty: 3718.422607
	Iteration 96Q: 3 clusters Score -1.160145e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -11601432.000000 Penalty: 3718.422607
	Iteration 97Q: 3 clusters Score -1.160143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -11601394.000000 Penalty: 3718.422607
	Iteration 98Q: 3 clusters Score -1.160139e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -11601389.000000 Penalty: 3718.422607
	Iteration 99Q: 3 clusters Score -1.160139e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -11601378.000000 Penalty: 3718.422607
	Iteration 100F: 3 clusters Score -1.160138e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -11601386.000000 Penalty: 3718.422607
	Iteration 101Q: 3 clusters Score -1.160139e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -11601354.000000 Penalty: 3718.422607
	Iteration 102Q: 3 clusters Score -1.160135e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -11601342.000000 Penalty: 3718.422607
	Iteration 103Q: 3 clusters Score -1.160134e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -11601318.000000 Penalty: 3718.422607
	Iteration 104Q: 3 clusters Score -1.160132e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -11601292.000000 Penalty: 3718.422607
	Iteration 105Q: 3 clusters Score -1.160129e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -11601268.000000 Penalty: 3718.422607
	Iteration 106Q: 3 clusters Score -1.160127e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -11601253.000000 Penalty: 3718.422607
	Iteration 107Q: 3 clusters Score -1.160125e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -11601269.000000 Penalty: 3718.422607
	Iteration 108Q: 3 clusters Score -1.160127e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -11601249.000000 Penalty: 3718.422607
	Iteration 109Q: 3 clusters Score -1.160125e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -11601221.000000 Penalty: 3718.422607
	Iteration 110Q: 3 clusters Score -1.160122e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -11601210.000000 Penalty: 3718.422607
	Iteration 111Q: 3 clusters Score -1.160121e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -11601173.000000 Penalty: 3718.422607
	Iteration 112Q: 3 clusters Score -1.160117e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -11601127.000000 Penalty: 3718.422607
	Iteration 113Q: 3 clusters Score -1.160113e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -11601136.000000 Penalty: 3718.422607
	Iteration 114Q: 3 clusters Score -1.160114e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -11601133.000000 Penalty: 3718.422607
	Iteration 115Q: 3 clusters Score -1.160113e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -11601115.000000 Penalty: 3718.422607
	Iteration 116Q: 3 clusters Score -1.160112e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -11601101.000000 Penalty: 3718.422607
	Iteration 117Q: 3 clusters Score -1.16011e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -11601080.000000 Penalty: 3718.422607
	Iteration 118Q: 3 clusters Score -1.160108e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -11601091.000000 Penalty: 3718.422607
	Iteration 119Q: 3 clusters Score -1.160109e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -11601074.000000 Penalty: 3718.422607
	Iteration 120F: 3 clusters Score -1.160107e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -11601062.000000 Penalty: 3718.422607
	Iteration 121Q: 3 clusters Score -1.160106e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -11601055.000000 Penalty: 3718.422607
	Iteration 122Q: 3 clusters Score -1.160106e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -11601044.000000 Penalty: 3718.422607
	Iteration 123Q: 3 clusters Score -1.160104e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -11601031.000000 Penalty: 3718.422607
	Iteration 124Q: 3 clusters Score -1.160103e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -11601019.000000 Penalty: 3718.422607
	Iteration 125Q: 3 clusters Score -1.160102e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -11600998.000000 Penalty: 3718.422607
	Iteration 126Q: 3 clusters Score -1.1601e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -11600994.000000 Penalty: 3718.422607
	Iteration 127Q: 3 clusters Score -1.160099e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -11600988.000000 Penalty: 3718.422607
	Iteration 128Q: 3 clusters Score -1.160099e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -11600993.000000 Penalty: 3718.422607
	Iteration 129Q: 3 clusters Score -1.160099e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -11600988.000000 Penalty: 3718.422607
	Iteration 130Q: 3 clusters Score -1.160099e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -11600978.000000 Penalty: 3718.422607
	Iteration 131Q: 3 clusters Score -1.160098e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -11600969.000000 Penalty: 3718.422607
	Iteration 132Q: 3 clusters Score -1.160097e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -11600971.000000 Penalty: 3718.422607
	Iteration 133Q: 3 clusters Score -1.160097e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -11600965.000000 Penalty: 3718.422607
	Iteration 134Q: 3 clusters Score -1.160096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -11600955.000000 Penalty: 3718.422607
	Iteration 135Q: 3 clusters Score -1.160096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -11600949.000000 Penalty: 3718.422607
	Iteration 136Q: 3 clusters Score -1.160095e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -11600940.000000 Penalty: 3718.422607
	Iteration 137Q: 3 clusters Score -1.160094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -11600923.000000 Penalty: 3718.422607
	Iteration 138Q: 3 clusters Score -1.160092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -11600919.000000 Penalty: 3718.422607
	Iteration 139Q: 3 clusters Score -1.160092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -11600926.000000 Penalty: 3718.422607
	Iteration 140F: 3 clusters Score -1.160093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -11600921.000000 Penalty: 3718.422607
	Iteration 141Q: 3 clusters Score -1.160092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -11600936.000000 Penalty: 3718.422607
	Iteration 142Q: 3 clusters Score -1.160094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -11600940.000000 Penalty: 3718.422607
	Iteration 143Q: 3 clusters Score -1.160094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -11600928.000000 Penalty: 3718.422607
	Iteration 144Q: 3 clusters Score -1.160093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -11600923.000000 Penalty: 3718.422607
	Iteration 145Q: 3 clusters Score -1.160092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -11600914.000000 Penalty: 3718.422607
	Iteration 146Q: 3 clusters Score -1.160091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -11600904.000000 Penalty: 3718.422607
	Iteration 147Q: 3 clusters Score -1.16009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -11600892.000000 Penalty: 3718.422607
	Iteration 148Q: 3 clusters Score -1.160089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -11600888.000000 Penalty: 3718.422607
	Iteration 149Q: 3 clusters Score -1.160089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -11600896.000000 Penalty: 3718.422607
	Iteration 150Q: 3 clusters Score -1.16009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -11600886.000000 Penalty: 3718.422607
	Iteration 151Q: 3 clusters Score -1.160089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -11600878.000000 Penalty: 3718.422607
	Iteration 152Q: 3 clusters Score -1.160088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -11600886.000000 Penalty: 3718.422607
	Iteration 153Q: 3 clusters Score -1.160089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -11600884.000000 Penalty: 3718.422607
	Iteration 154Q: 3 clusters Score -1.160088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -11600882.000000 Penalty: 3718.422607
	Iteration 155Q: 3 clusters Score -1.160088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -11600870.000000 Penalty: 3718.422607
	Iteration 156Q: 3 clusters Score -1.160087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -11600860.000000 Penalty: 3718.422607
	Iteration 157Q: 3 clusters Score -1.160086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -11600876.000000 Penalty: 3718.422607
	Iteration 158Q: 3 clusters Score -1.160088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -11600871.000000 Penalty: 3718.422607
	Iteration 159Q: 3 clusters Score -1.160087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -11600878.000000 Penalty: 3718.422607
	Iteration 160F: 3 clusters Score -1.160088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -11600871.000000 Penalty: 3718.422607
	Iteration 161Q: 3 clusters Score -1.160087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -11600858.000000 Penalty: 3718.422607
	Iteration 162Q: 3 clusters Score -1.160086e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -11600867.000000 Penalty: 3718.422607
	Iteration 163Q: 3 clusters Score -1.160087e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -11600835.000000 Penalty: 3718.422607
	Iteration 164Q: 3 clusters Score -1.160084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -11600836.000000 Penalty: 3718.422607
	Iteration 165Q: 3 clusters Score -1.160084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -11600829.000000 Penalty: 3718.422607
	Iteration 166Q: 3 clusters Score -1.160083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -11600836.000000 Penalty: 3718.422607
	Iteration 167Q: 3 clusters Score -1.160084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -11600838.000000 Penalty: 3718.422607
	Iteration 168Q: 3 clusters Score -1.160084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -11600838.000000 Penalty: 3718.422607
	Iteration 169Q: 3 clusters Score -1.160084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -11600830.000000 Penalty: 3718.422607
	Iteration 170Q: 3 clusters Score -1.160083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -11600829.000000 Penalty: 3718.422607
	Iteration 171Q: 3 clusters Score -1.160083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -11600825.000000 Penalty: 3718.422607
	Iteration 172Q: 3 clusters Score -1.160082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -11600832.000000 Penalty: 3718.422607
	Iteration 173Q: 3 clusters Score -1.160083e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -11600824.000000 Penalty: 3718.422607
	Iteration 174Q: 3 clusters Score -1.160082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -11600830.000000 Penalty: 3718.422607
	Iteration 175Q: 3 clusters Score -1.160083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -11600828.000000 Penalty: 3718.422607
	Iteration 176Q: 3 clusters Score -1.160083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -11600819.000000 Penalty: 3718.422607
	Iteration 177Q: 3 clusters Score -1.160082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -11600808.000000 Penalty: 3718.422607
	Iteration 178Q: 3 clusters Score -1.160081e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -11600821.000000 Penalty: 3718.422607
	Iteration 179Q: 3 clusters Score -1.160082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -11600808.000000 Penalty: 3718.422607
	Iteration 180F: 3 clusters Score -1.160081e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -11600794.000000 Penalty: 3718.422607
	Iteration 181Q: 3 clusters Score -1.160079e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -11600790.000000 Penalty: 3718.422607
	Iteration 182Q: 3 clusters Score -1.160079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -11600771.000000 Penalty: 3718.422607
	Iteration 183Q: 3 clusters Score -1.160077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -11600782.000000 Penalty: 3718.422607
	Iteration 184Q: 3 clusters Score -1.160078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -11600765.000000 Penalty: 3718.422607
	Iteration 185Q: 3 clusters Score -1.160076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -11600766.000000 Penalty: 3718.422607
	Iteration 186Q: 3 clusters Score -1.160077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -11600750.000000 Penalty: 3718.422607
	Iteration 187Q: 3 clusters Score -1.160075e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -11600763.000000 Penalty: 3718.422607
	Iteration 188Q: 3 clusters Score -1.160076e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -11600741.000000 Penalty: 3718.422607
	Iteration 189Q: 3 clusters Score -1.160074e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -11600714.000000 Penalty: 3718.422607
	Iteration 190Q: 3 clusters Score -1.160071e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -11600717.000000 Penalty: 3718.422607
	Iteration 191Q: 3 clusters Score -1.160072e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -11600700.000000 Penalty: 3718.422607
	Iteration 192Q: 3 clusters Score -1.16007e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -11600692.000000 Penalty: 3718.422607
	Iteration 193Q: 3 clusters Score -1.160069e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -11600707.000000 Penalty: 3718.422607
	Iteration 194Q: 3 clusters Score -1.160071e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -11600708.000000 Penalty: 3718.422607
	Iteration 195Q: 3 clusters Score -1.160071e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -11600710.000000 Penalty: 3718.422607
	Iteration 196Q: 3 clusters Score -1.160071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -11600707.000000 Penalty: 3718.422607
	Iteration 197Q: 3 clusters Score -1.160071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -11600721.000000 Penalty: 3718.422607
	Iteration 198Q: 3 clusters Score -1.160072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -11600714.000000 Penalty: 3718.422607
	Iteration 199Q: 3 clusters Score -1.160071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -11600709.000000 Penalty: 3718.422607
	Iteration 200F: 3 clusters Score -1.160071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -11600712.000000 Penalty: 3718.422607
	Iteration 201Q: 3 clusters Score -1.160071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -11600713.000000 Penalty: 3718.422607
	Iteration 202Q: 3 clusters Score -1.160071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -11600714.000000 Penalty: 3718.422607
	Iteration 203Q: 3 clusters Score -1.160071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -11600701.000000 Penalty: 3718.422607
	Iteration 204Q: 3 clusters Score -1.16007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -11600697.000000 Penalty: 3718.422607
	Iteration 205Q: 3 clusters Score -1.16007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -11600699.000000 Penalty: 3718.422607
	Iteration 206Q: 3 clusters Score -1.16007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -11600696.000000 Penalty: 3718.422607
	Iteration 207Q: 3 clusters Score -1.16007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -11600688.000000 Penalty: 3718.422607
	Iteration 208Q: 3 clusters Score -1.160069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -11600696.000000 Penalty: 3718.422607
	Iteration 209Q: 3 clusters Score -1.16007e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -11600697.000000 Penalty: 3718.422607
	Iteration 210Q: 3 clusters Score -1.16007e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -11600684.000000 Penalty: 3718.422607
	Iteration 211Q: 3 clusters Score -1.160068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -11600685.000000 Penalty: 3718.422607
	Iteration 212Q: 3 clusters Score -1.160068e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -11600688.000000 Penalty: 3718.422607
	Iteration 213Q: 3 clusters Score -1.160069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -11600673.000000 Penalty: 3718.422607
	Iteration 214Q: 3 clusters Score -1.160067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -11600684.000000 Penalty: 3718.422607
	Iteration 215Q: 3 clusters Score -1.160068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -11600689.000000 Penalty: 3718.422607
	Iteration 216Q: 3 clusters Score -1.160069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -11600698.000000 Penalty: 3718.422607
	Iteration 217Q: 3 clusters Score -1.16007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -11600690.000000 Penalty: 3718.422607
	Iteration 218Q: 3 clusters Score -1.160069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -11600684.000000 Penalty: 3718.422607
	Iteration 219Q: 3 clusters Score -1.160068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -11600694.000000 Penalty: 3718.422607
	Iteration 220F: 3 clusters Score -1.160069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -11600705.000000 Penalty: 3718.422607
	Iteration 221Q: 3 clusters Score -1.16007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -11600685.000000 Penalty: 3718.422607
	Iteration 222Q: 3 clusters Score -1.160068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -11600685.000000 Penalty: 3718.422607
	Iteration 223Q: 3 clusters Score -1.160068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -11600674.000000 Penalty: 3718.422607
	Iteration 224Q: 3 clusters Score -1.160067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -11600669.000000 Penalty: 3718.422607
	Iteration 225Q: 3 clusters Score -1.160067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -11600667.000000 Penalty: 3718.422607
	Iteration 226Q: 3 clusters Score -1.160067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -11600664.000000 Penalty: 3718.422607
	Iteration 227Q: 3 clusters Score -1.160066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -11600693.000000 Penalty: 3718.422607
	Iteration 228Q: 3 clusters Score -1.160069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -11600694.000000 Penalty: 3718.422607
	Iteration 229Q: 3 clusters Score -1.160069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -11600691.000000 Penalty: 3718.422607
	Iteration 230Q: 3 clusters Score -1.160069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -11600694.000000 Penalty: 3718.422607
	Iteration 231Q: 3 clusters Score -1.160069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -11600702.000000 Penalty: 3718.422607
	Iteration 232Q: 3 clusters Score -1.16007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -11600707.000000 Penalty: 3718.422607
	Iteration 233Q: 3 clusters Score -1.160071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -11600706.000000 Penalty: 3718.422607
	Iteration 234Q: 3 clusters Score -1.160071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -11600701.000000 Penalty: 3718.422607
	Iteration 235Q: 3 clusters Score -1.16007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -11600695.000000 Penalty: 3718.422607
	Iteration 236Q: 3 clusters Score -1.16007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -11600703.000000 Penalty: 3718.422607
	Iteration 237Q: 3 clusters Score -1.16007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -11600704.000000 Penalty: 3718.422607
	Iteration 238Q: 3 clusters Score -1.16007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -11600703.000000 Penalty: 3718.422607
	Iteration 239Q: 3 clusters Score -1.16007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -11600709.000000 Penalty: 3718.422607
	Iteration 240F: 3 clusters Score -1.160071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -11600707.000000 Penalty: 3718.422607
	Iteration 241Q: 3 clusters Score -1.160071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -11600697.000000 Penalty: 3718.422607
	Iteration 242Q: 3 clusters Score -1.16007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -11600684.000000 Penalty: 3718.422607
	Iteration 243Q: 3 clusters Score -1.160068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -11600678.000000 Penalty: 3718.422607
	Iteration 244Q: 3 clusters Score -1.160068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -11600680.000000 Penalty: 3718.422607
	Iteration 245Q: 3 clusters Score -1.160068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -11600683.000000 Penalty: 3718.422607
	Iteration 246Q: 3 clusters Score -1.160068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -11600663.000000 Penalty: 3718.422607
	Iteration 247Q: 3 clusters Score -1.160066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -11600662.000000 Penalty: 3718.422607
	Iteration 248Q: 3 clusters Score -1.160066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -11600660.000000 Penalty: 3718.422607
	Iteration 249Q: 3 clusters Score -1.160066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -11600652.000000 Penalty: 3718.422607
	Iteration 250Q: 3 clusters Score -1.160065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -11600655.000000 Penalty: 3718.422607
	Iteration 251Q: 3 clusters Score -1.160066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -11600651.000000 Penalty: 3718.422607
	Iteration 252Q: 3 clusters Score -1.160065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -11600646.000000 Penalty: 3718.422607
	Iteration 253Q: 3 clusters Score -1.160065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -11600655.000000 Penalty: 3718.422607
	Iteration 254Q: 3 clusters Score -1.160066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -11600649.000000 Penalty: 3718.422607
	Iteration 255Q: 3 clusters Score -1.160065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -11600654.000000 Penalty: 3718.422607
	Iteration 256Q: 3 clusters Score -1.160065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -11600663.000000 Penalty: 3718.422607
	Iteration 257Q: 3 clusters Score -1.160066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -11600657.000000 Penalty: 3718.422607
	Iteration 258Q: 3 clusters Score -1.160066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -11600655.000000 Penalty: 3718.422607
	Iteration 259Q: 3 clusters Score -1.160066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -11600660.000000 Penalty: 3718.422607
	Iteration 260F: 3 clusters Score -1.160066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -11600657.000000 Penalty: 3718.422607
	Iteration 261Q: 3 clusters Score -1.160066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -11600645.000000 Penalty: 3718.422607
	Iteration 262Q: 3 clusters Score -1.160064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -11600638.000000 Penalty: 3718.422607
	Iteration 263Q: 3 clusters Score -1.160064e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -11600649.000000 Penalty: 3718.422607
	Iteration 264Q: 3 clusters Score -1.160065e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -11600645.000000 Penalty: 3718.422607
	Iteration 265Q: 3 clusters Score -1.160064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -11600628.000000 Penalty: 3718.422607
	Iteration 266Q: 3 clusters Score -1.160063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -11600636.000000 Penalty: 3718.422607
	Iteration 267Q: 3 clusters Score -1.160064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -11600638.000000 Penalty: 3718.422607
	Iteration 268Q: 3 clusters Score -1.160064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -11600647.000000 Penalty: 3718.422607
	Iteration 269Q: 3 clusters Score -1.160065e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -11600639.000000 Penalty: 3718.422607
	Iteration 270Q: 3 clusters Score -1.160064e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -11600625.000000 Penalty: 3718.422607
	Iteration 271Q: 3 clusters Score -1.160062e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -11600569.000000 Penalty: 3718.422607
	Iteration 272Q: 3 clusters Score -1.160057e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -11600545.000000 Penalty: 3718.422607
	Iteration 273Q: 3 clusters Score -1.160054e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -11600537.000000 Penalty: 3718.422607
	Iteration 274Q: 3 clusters Score -1.160054e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -11600518.000000 Penalty: 3718.422607
	Iteration 275Q: 3 clusters Score -1.160052e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -11600495.000000 Penalty: 3718.422607
	Iteration 276Q: 3 clusters Score -1.16005e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -11600510.000000 Penalty: 3718.422607
	Iteration 277Q: 3 clusters Score -1.160051e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -11600471.000000 Penalty: 3718.422607
	Iteration 278Q: 3 clusters Score -1.160047e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -11600477.000000 Penalty: 3718.422607
	Iteration 279Q: 3 clusters Score -1.160048e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -11600455.000000 Penalty: 3718.422607
	Iteration 280F: 3 clusters Score -1.160046e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -11600462.000000 Penalty: 3718.422607
	Iteration 281Q: 3 clusters Score -1.160046e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -11600484.000000 Penalty: 3718.422607
	Iteration 282Q: 3 clusters Score -1.160048e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -11600471.000000 Penalty: 3718.422607
	Iteration 283Q: 3 clusters Score -1.160047e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -11600473.000000 Penalty: 3718.422607
	Iteration 284Q: 3 clusters Score -1.160047e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -11600455.000000 Penalty: 3718.422607
	Iteration 285Q: 3 clusters Score -1.160046e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -11600465.000000 Penalty: 3718.422607
	Iteration 286Q: 3 clusters Score -1.160046e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -11600454.000000 Penalty: 3718.422607
	Iteration 287Q: 3 clusters Score -1.160045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -11600449.000000 Penalty: 3718.422607
	Iteration 288Q: 3 clusters Score -1.160045e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -11600448.000000 Penalty: 3718.422607
	Iteration 289Q: 3 clusters Score -1.160045e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -11600421.000000 Penalty: 3718.422607
	Iteration 290Q: 3 clusters Score -1.160042e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -11600410.000000 Penalty: 3718.422607
	Iteration 291Q: 3 clusters Score -1.160041e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -11600390.000000 Penalty: 3718.422607
	Iteration 292Q: 3 clusters Score -1.160039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -11600353.000000 Penalty: 3718.422607
	Iteration 293Q: 3 clusters Score -1.160035e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -11600342.000000 Penalty: 3718.422607
	Iteration 294Q: 3 clusters Score -1.160034e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -11600339.000000 Penalty: 3718.422607
	Iteration 295Q: 3 clusters Score -1.160034e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -11600345.000000 Penalty: 3718.422607
	Iteration 296Q: 3 clusters Score -1.160034e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -11600318.000000 Penalty: 3718.422607
	Iteration 297Q: 3 clusters Score -1.160032e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -11600327.000000 Penalty: 3718.422607
	Iteration 298Q: 3 clusters Score -1.160033e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -11600315.000000 Penalty: 3718.422607
	Iteration 299Q: 3 clusters Score -1.160032e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -11600315.000000 Penalty: 3718.422607
	Iteration 300F: 3 clusters Score -1.160032e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -11600294.000000 Penalty: 3718.422607
	Iteration 301Q: 3 clusters Score -1.160029e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -11600287.000000 Penalty: 3718.422607
	Iteration 302Q: 3 clusters Score -1.160029e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -11600265.000000 Penalty: 3718.422607
	Iteration 303Q: 3 clusters Score -1.160026e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -11600244.000000 Penalty: 3718.422607
	Iteration 304Q: 3 clusters Score -1.160024e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -11600236.000000 Penalty: 3718.422607
	Iteration 305Q: 3 clusters Score -1.160024e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -11600220.000000 Penalty: 3718.422607
	Iteration 306Q: 3 clusters Score -1.160022e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -11600220.000000 Penalty: 3718.422607
	Iteration 307Q: 3 clusters Score -1.160022e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -11600210.000000 Penalty: 3718.422607
	Iteration 308Q: 3 clusters Score -1.160021e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -11600183.000000 Penalty: 3718.422607
	Iteration 309Q: 3 clusters Score -1.160018e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -11600181.000000 Penalty: 3718.422607
	Iteration 310Q: 3 clusters Score -1.160018e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -11600157.000000 Penalty: 3718.422607
	Iteration 311Q: 3 clusters Score -1.160016e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -11600139.000000 Penalty: 3718.422607
	Iteration 312Q: 3 clusters Score -1.160014e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -11600130.000000 Penalty: 3718.422607
	Iteration 313Q: 3 clusters Score -1.160013e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -11600135.000000 Penalty: 3718.422607
	Iteration 314Q: 3 clusters Score -1.160014e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -11600115.000000 Penalty: 3718.422607
	Iteration 315Q: 3 clusters Score -1.160012e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -11600132.000000 Penalty: 3718.422607
	Iteration 316Q: 3 clusters Score -1.160013e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -11600109.000000 Penalty: 3718.422607
	Iteration 317Q: 3 clusters Score -1.160011e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -11600093.000000 Penalty: 3718.422607
	Iteration 318Q: 3 clusters Score -1.160009e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -11600075.000000 Penalty: 3718.422607
	Iteration 319Q: 3 clusters Score -1.160008e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -11600058.000000 Penalty: 3718.422607
	Iteration 320F: 3 clusters Score -1.160006e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -11600044.000000 Penalty: 3718.422607
	Iteration 321Q: 3 clusters Score -1.160004e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -11600023.000000 Penalty: 3718.422607
	Iteration 322Q: 3 clusters Score -1.160002e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -11599999.000000 Penalty: 3718.422607
	Iteration 323Q: 3 clusters Score -1.16e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -11599995.000000 Penalty: 3718.422607
	Iteration 324Q: 3 clusters Score -1.16e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -11599977.000000 Penalty: 3718.422607
	Iteration 325Q: 3 clusters Score -1.159998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -11599961.000000 Penalty: 3718.422607
	Iteration 326Q: 3 clusters Score -1.159996e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -11599945.000000 Penalty: 3718.422607
	Iteration 327Q: 3 clusters Score -1.159994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -11599923.000000 Penalty: 3718.422607
	Iteration 328Q: 3 clusters Score -1.159992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -11599906.000000 Penalty: 3718.422607
	Iteration 329Q: 3 clusters Score -1.159991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -11599934.000000 Penalty: 3718.422607
	Iteration 330Q: 3 clusters Score -1.159993e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -11599923.000000 Penalty: 3718.422607
	Iteration 331Q: 3 clusters Score -1.159992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -11599934.000000 Penalty: 3718.422607
	Iteration 332Q: 3 clusters Score -1.159993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -11599918.000000 Penalty: 3718.422607
	Iteration 333Q: 3 clusters Score -1.159992e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -11599907.000000 Penalty: 3718.422607
	Iteration 334Q: 3 clusters Score -1.159991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -11599902.000000 Penalty: 3718.422607
	Iteration 335Q: 3 clusters Score -1.15999e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -11599891.000000 Penalty: 3718.422607
	Iteration 336Q: 3 clusters Score -1.159989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -11599878.000000 Penalty: 3718.422607
	Iteration 337Q: 3 clusters Score -1.159988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -11599878.000000 Penalty: 3718.422607
	Iteration 338Q: 3 clusters Score -1.159988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -11599874.000000 Penalty: 3718.422607
	Iteration 339Q: 3 clusters Score -1.159987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -11599891.000000 Penalty: 3718.422607
	Iteration 340F: 3 clusters Score -1.159989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -11599901.000000 Penalty: 3718.422607
	Iteration 341Q: 3 clusters Score -1.15999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -11599883.000000 Penalty: 3718.422607
	Iteration 342Q: 3 clusters Score -1.159988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -11599885.000000 Penalty: 3718.422607
	Iteration 343Q: 3 clusters Score -1.159988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -11599896.000000 Penalty: 3718.422607
	Iteration 344Q: 3 clusters Score -1.15999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -11599884.000000 Penalty: 3718.422607
	Iteration 345Q: 3 clusters Score -1.159988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -11599880.000000 Penalty: 3718.422607
	Iteration 346Q: 3 clusters Score -1.159988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -11599884.000000 Penalty: 3718.422607
	Iteration 347Q: 3 clusters Score -1.159988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -11599890.000000 Penalty: 3718.422607
	Iteration 348Q: 3 clusters Score -1.159989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -11599884.000000 Penalty: 3718.422607
	Iteration 349Q: 3 clusters Score -1.159988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -11599876.000000 Penalty: 3718.422607
	Iteration 350Q: 3 clusters Score -1.159988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -11599872.000000 Penalty: 3718.422607
	Iteration 351Q: 3 clusters Score -1.159987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -11599870.000000 Penalty: 3718.422607
	Iteration 352Q: 3 clusters Score -1.159987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -11599877.000000 Penalty: 3718.422607
	Iteration 353Q: 3 clusters Score -1.159988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -11599877.000000 Penalty: 3718.422607
	Iteration 354Q: 3 clusters Score -1.159988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -11599871.000000 Penalty: 3718.422607
	Iteration 355Q: 3 clusters Score -1.159987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -11599873.000000 Penalty: 3718.422607
	Iteration 356Q: 3 clusters Score -1.159987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -11599872.000000 Penalty: 3718.422607
	Iteration 357Q: 3 clusters Score -1.159987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -11599872.000000 Penalty: 3718.422607
	Iteration 358F: 3 clusters Score -1.159987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -45755.125000 Penalty: 986.119141
	Iteration 0F: 2 clusters Score -45755.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44738.117188 Penalty: 1972.238281
	Iteration 0F: 3 clusters Score -44738.12 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44923.019531 Penalty: 1972.238281
	Iteration 1F: 3 clusters Score -44923.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45012.894531 Penalty: 1972.238281
	Iteration 2F: 3 clusters Score -45012.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45053.531250 Penalty: 1972.238281
	Iteration 3Q: 3 clusters Score -45053.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45075.867188 Penalty: 1972.238281
	Iteration 4Q: 3 clusters Score -45075.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45084.281250 Penalty: 1972.238281
	Iteration 5Q: 3 clusters Score -45084.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45087.000000 Penalty: 1972.238281
	Iteration 6Q: 3 clusters Score -45087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45088.386719 Penalty: 1972.238281
	Iteration 7Q: 3 clusters Score -45088.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45089.234375 Penalty: 1972.238281
	Iteration 8Q: 3 clusters Score -45089.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45093.617188 Penalty: 1972.238281
	Iteration 9Q: 3 clusters Score -45093.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45097.566406 Penalty: 1972.238281
	Iteration 10Q: 3 clusters Score -45097.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45097.988281 Penalty: 1972.238281
	Iteration 11Q: 3 clusters Score -45097.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45097.988281 Penalty: 1972.238281
	Iteration 12F: 3 clusters Score -45097.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Entering Unmasked Estep 
Score: -1743000.750000 Penalty: 1555.686401
	Iteration 0F: 2 clusters Score -1743001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1733005.875000 Penalty: 3111.372803
	Iteration 0F: 3 clusters Score -1733006 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1736446.625000 Penalty: 3111.372803
	Iteration 1F: 3 clusters Score -1736447 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1736698.625000 Penalty: 3111.372803
	Iteration 2F: 3 clusters Score -1736699 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1736930.125000 Penalty: 3111.372803
	Iteration 3Q: 3 clusters Score -1736930 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1737143.750000 Penalty: 3111.372803
	Iteration 4Q: 3 clusters Score -1737144 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1737356.750000 Penalty: 3111.372803
	Iteration 5Q: 3 clusters Score -1737357 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1737604.625000 Penalty: 3111.372803
	Iteration 6Q: 3 clusters Score -1737605 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1737902.000000 Penalty: 3111.372803
	Iteration 7Q: 3 clusters Score -1737902 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1738232.375000 Penalty: 3111.372803
	Iteration 8Q: 3 clusters Score -1738232 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1738624.500000 Penalty: 3111.372803
	Iteration 9Q: 3 clusters Score -1738624 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1739033.125000 Penalty: 3111.372803
	Iteration 10Q: 3 clusters Score -1739033 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1739435.500000 Penalty: 3111.372803
	Iteration 11Q: 3 clusters Score -1739436 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1739792.875000 Penalty: 3111.372803
	Iteration 12Q: 3 clusters Score -1739793 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1740115.375000 Penalty: 3111.372803
	Iteration 13Q: 3 clusters Score -1740115 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1740407.250000 Penalty: 3111.372803
	Iteration 14Q: 3 clusters Score -1740407 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1740635.375000 Penalty: 3111.372803
	Iteration 15Q: 3 clusters Score -1740635 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1740841.375000 Penalty: 3111.372803
	Iteration 16Q: 3 clusters Score -1740841 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1741023.750000 Penalty: 3111.372803
	Iteration 17Q: 3 clusters Score -1741024 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1741178.500000 Penalty: 3111.372803
	Iteration 18Q: 3 clusters Score -1741178 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1741317.125000 Penalty: 3111.372803
	Iteration 19Q: 3 clusters Score -1741317 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1741444.750000 Penalty: 3111.372803
	Iteration 20F: 3 clusters Score -1741445 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1741534.500000 Penalty: 3111.372803
	Iteration 21Q: 3 clusters Score -1741534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1741626.375000 Penalty: 3111.372803
	Iteration 22Q: 3 clusters Score -1741626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1741708.875000 Penalty: 3111.372803
	Iteration 23Q: 3 clusters Score -1741709 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1741761.000000 Penalty: 3111.372803
	Iteration 24Q: 3 clusters Score -1741761 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1741793.500000 Penalty: 3111.372803
	Iteration 25Q: 3 clusters Score -1741794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1741815.750000 Penalty: 3111.372803
	Iteration 26Q: 3 clusters Score -1741816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1741832.500000 Penalty: 3111.372803
	Iteration 27Q: 3 clusters Score -1741832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1741855.875000 Penalty: 3111.372803
	Iteration 28Q: 3 clusters Score -1741856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1741869.375000 Penalty: 3111.372803
	Iteration 29Q: 3 clusters Score -1741869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1741876.000000 Penalty: 3111.372803
	Iteration 30Q: 3 clusters Score -1741876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1741880.625000 Penalty: 3111.372803
	Iteration 31Q: 3 clusters Score -1741881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1741885.625000 Penalty: 3111.372803
	Iteration 32Q: 3 clusters Score -1741886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1741889.250000 Penalty: 3111.372803
	Iteration 33Q: 3 clusters Score -1741889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1741889.375000 Penalty: 3111.372803
	Iteration 34Q: 3 clusters Score -1741889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1741891.250000 Penalty: 3111.372803
	Iteration 35Q: 3 clusters Score -1741891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1741890.000000 Penalty: 3111.372803
	Iteration 36Q: 3 clusters Score -1741890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1741892.125000 Penalty: 3111.372803
	Iteration 37Q: 3 clusters Score -1741892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1741891.875000 Penalty: 3111.372803
	Iteration 38Q: 3 clusters Score -1741892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1741893.125000 Penalty: 3111.372803
	Iteration 39Q: 3 clusters Score -1741893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1741893.125000 Penalty: 3111.372803
	Iteration 40F: 3 clusters Score -1741893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1741892.500000 Penalty: 3111.372803
	Iteration 41Q: 3 clusters Score -1741892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1741892.500000 Penalty: 3111.372803
	Iteration 42F: 3 clusters Score -1741892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Entering Unmasked Estep 
Score: -818416.375000 Penalty: 1431.384277
	Iteration 0F: 2 clusters Score -818416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -813359.687500 Penalty: 2862.768555
	Iteration 0F: 3 clusters Score -813359.7 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -814911.125000 Penalty: 2862.768555
	Iteration 1F: 3 clusters Score -814911.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -815139.937500 Penalty: 2862.768555
	Iteration 2F: 3 clusters Score -815139.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -815316.937500 Penalty: 2862.768555
	Iteration 3F: 3 clusters Score -815316.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -815453.562500 Penalty: 2862.768555
	Iteration 4Q: 3 clusters Score -815453.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -815571.750000 Penalty: 2862.768555
	Iteration 5Q: 3 clusters Score -815571.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -815668.062500 Penalty: 2862.768555
	Iteration 6Q: 3 clusters Score -815668.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -815735.937500 Penalty: 2862.768555
	Iteration 7Q: 3 clusters Score -815735.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -815794.875000 Penalty: 2862.768555
	Iteration 8Q: 3 clusters Score -815794.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -815851.125000 Penalty: 2862.768555
	Iteration 9Q: 3 clusters Score -815851.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -815940.437500 Penalty: 2862.768555
	Iteration 10Q: 3 clusters Score -815940.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -816044.062500 Penalty: 2862.768555
	Iteration 11Q: 3 clusters Score -816044.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -816148.125000 Penalty: 2862.768555
	Iteration 12Q: 3 clusters Score -816148.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -816248.750000 Penalty: 2862.768555
	Iteration 13Q: 3 clusters Score -816248.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -816336.937500 Penalty: 2862.768555
	Iteration 14Q: 3 clusters Score -816336.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -816397.375000 Penalty: 2862.768555
	Iteration 15Q: 3 clusters Score -816397.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -816451.250000 Penalty: 2862.768555
	Iteration 16Q: 3 clusters Score -816451.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -816505.750000 Penalty: 2862.768555
	Iteration 17Q: 3 clusters Score -816505.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -816550.937500 Penalty: 2862.768555
	Iteration 18Q: 3 clusters Score -816550.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -816603.125000 Penalty: 2862.768555
	Iteration 19Q: 3 clusters Score -816603.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -816645.500000 Penalty: 2862.768555
	Iteration 20F: 3 clusters Score -816645.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -816676.937500 Penalty: 2862.768555
	Iteration 21Q: 3 clusters Score -816676.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -816712.187500 Penalty: 2862.768555
	Iteration 22Q: 3 clusters Score -816712.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -816742.750000 Penalty: 2862.768555
	Iteration 23Q: 3 clusters Score -816742.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -816762.750000 Penalty: 2862.768555
	Iteration 24Q: 3 clusters Score -816762.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -816779.312500 Penalty: 2862.768555
	Iteration 25Q: 3 clusters Score -816779.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -816796.562500 Penalty: 2862.768555
	Iteration 26Q: 3 clusters Score -816796.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -816811.250000 Penalty: 2862.768555
	Iteration 27Q: 3 clusters Score -816811.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -816825.187500 Penalty: 2862.768555
	Iteration 28Q: 3 clusters Score -816825.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -816826.562500 Penalty: 2862.768555
	Iteration 29Q: 3 clusters Score -816826.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -816828.500000 Penalty: 2862.768555
	Iteration 30Q: 3 clusters Score -816828.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -816831.750000 Penalty: 2862.768555
	Iteration 31Q: 3 clusters Score -816831.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -816833.500000 Penalty: 2862.768555
	Iteration 32Q: 3 clusters Score -816833.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -816840.687500 Penalty: 2862.768555
	Iteration 33Q: 3 clusters Score -816840.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -816844.500000 Penalty: 2862.768555
	Iteration 34Q: 3 clusters Score -816844.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -816847.187500 Penalty: 2862.768555
	Iteration 35Q: 3 clusters Score -816847.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -816849.875000 Penalty: 2862.768555
	Iteration 36Q: 3 clusters Score -816849.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -816853.875000 Penalty: 2862.768555
	Iteration 37Q: 3 clusters Score -816853.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -816858.750000 Penalty: 2862.768555
	Iteration 38Q: 3 clusters Score -816858.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -816864.937500 Penalty: 2862.768555
	Iteration 39Q: 3 clusters Score -816864.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -816867.750000 Penalty: 2862.768555
	Iteration 40F: 3 clusters Score -816867.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -816871.000000 Penalty: 2862.768555
	Iteration 41Q: 3 clusters Score -816871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -816875.875000 Penalty: 2862.768555
	Iteration 42Q: 3 clusters Score -816875.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -816880.687500 Penalty: 2862.768555
	Iteration 43Q: 3 clusters Score -816880.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -816880.000000 Penalty: 2862.768555
	Iteration 44Q: 3 clusters Score -816880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -816883.625000 Penalty: 2862.768555
	Iteration 45Q: 3 clusters Score -816883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -816885.375000 Penalty: 2862.768555
	Iteration 46Q: 3 clusters Score -816885.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -816884.937500 Penalty: 2862.768555
	Iteration 47Q: 3 clusters Score -816884.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -816886.937500 Penalty: 2862.768555
	Iteration 48Q: 3 clusters Score -816886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -816889.500000 Penalty: 2862.768555
	Iteration 49Q: 3 clusters Score -816889.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -816890.687500 Penalty: 2862.768555
	Iteration 50Q: 3 clusters Score -816890.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -816893.812500 Penalty: 2862.768555
	Iteration 51Q: 3 clusters Score -816893.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -816895.750000 Penalty: 2862.768555
	Iteration 52Q: 3 clusters Score -816895.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -816898.812500 Penalty: 2862.768555
	Iteration 53Q: 3 clusters Score -816898.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -816903.312500 Penalty: 2862.768555
	Iteration 54Q: 3 clusters Score -816903.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -816907.687500 Penalty: 2862.768555
	Iteration 55Q: 3 clusters Score -816907.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -816917.750000 Penalty: 2862.768555
	Iteration 56Q: 3 clusters Score -816917.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -816924.937500 Penalty: 2862.768555
	Iteration 57Q: 3 clusters Score -816924.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -816933.437500 Penalty: 2862.768555
	Iteration 58Q: 3 clusters Score -816933.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -816941.625000 Penalty: 2862.768555
	Iteration 59Q: 3 clusters Score -816941.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -816947.625000 Penalty: 2862.768555
	Iteration 60F: 3 clusters Score -816947.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -816961.437500 Penalty: 2862.768555
	Iteration 61Q: 3 clusters Score -816961.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -816980.812500 Penalty: 2862.768555
	Iteration 62Q: 3 clusters Score -816980.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -816997.500000 Penalty: 2862.768555
	Iteration 63Q: 3 clusters Score -816997.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -817015.625000 Penalty: 2862.768555
	Iteration 64Q: 3 clusters Score -817015.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -817029.562500 Penalty: 2862.768555
	Iteration 65Q: 3 clusters Score -817029.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -817041.187500 Penalty: 2862.768555
	Iteration 66Q: 3 clusters Score -817041.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -817056.375000 Penalty: 2862.768555
	Iteration 67Q: 3 clusters Score -817056.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -817069.125000 Penalty: 2862.768555
	Iteration 68Q: 3 clusters Score -817069.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -817077.312500 Penalty: 2862.768555
	Iteration 69Q: 3 clusters Score -817077.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -817082.562500 Penalty: 2862.768555
	Iteration 70Q: 3 clusters Score -817082.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -817090.062500 Penalty: 2862.768555
	Iteration 71Q: 3 clusters Score -817090.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -817095.500000 Penalty: 2862.768555
	Iteration 72Q: 3 clusters Score -817095.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -817098.250000 Penalty: 2862.768555
	Iteration 73Q: 3 clusters Score -817098.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -817101.687500 Penalty: 2862.768555
	Iteration 74Q: 3 clusters Score -817101.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -817105.125000 Penalty: 2862.768555
	Iteration 75Q: 3 clusters Score -817105.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -817106.250000 Penalty: 2862.768555
	Iteration 76Q: 3 clusters Score -817106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -817109.687500 Penalty: 2862.768555
	Iteration 77Q: 3 clusters Score -817109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -817111.125000 Penalty: 2862.768555
	Iteration 78Q: 3 clusters Score -817111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -817110.187500 Penalty: 2862.768555
	Iteration 79Q: 3 clusters Score -817110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -817110.500000 Penalty: 2862.768555
	Iteration 80F: 3 clusters Score -817110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -817109.937500 Penalty: 2862.768555
	Iteration 81Q: 3 clusters Score -817109.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -817109.937500 Penalty: 2862.768555
	Iteration 82F: 3 clusters Score -817109.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -444122.343750 Penalty: 1333.125854
	Iteration 0F: 2 clusters Score -444122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -440937.656250 Penalty: 2666.251709
	Iteration 0F: 3 clusters Score -440937.7 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -441731.843750 Penalty: 2666.251709
	Iteration 1F: 3 clusters Score -441731.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -441903.562500 Penalty: 2666.251709
	Iteration 2F: 3 clusters Score -441903.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -441986.718750 Penalty: 2666.251709
	Iteration 3F: 3 clusters Score -441986.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -442050.156250 Penalty: 2666.251709
	Iteration 4Q: 3 clusters Score -442050.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -442112.343750 Penalty: 2666.251709
	Iteration 5Q: 3 clusters Score -442112.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -442156.656250 Penalty: 2666.251709
	Iteration 6Q: 3 clusters Score -442156.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -442198.937500 Penalty: 2666.251709
	Iteration 7Q: 3 clusters Score -442198.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -442240.000000 Penalty: 2666.251709
	Iteration 8Q: 3 clusters Score -442240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -442289.781250 Penalty: 2666.251709
	Iteration 9Q: 3 clusters Score -442289.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -442337.437500 Penalty: 2666.251709
	Iteration 10Q: 3 clusters Score -442337.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -442375.750000 Penalty: 2666.251709
	Iteration 11Q: 3 clusters Score -442375.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -442411.687500 Penalty: 2666.251709
	Iteration 12Q: 3 clusters Score -442411.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -442448.093750 Penalty: 2666.251709
	Iteration 13Q: 3 clusters Score -442448.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -442489.656250 Penalty: 2666.251709
	Iteration 14Q: 3 clusters Score -442489.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -442527.343750 Penalty: 2666.251709
	Iteration 15Q: 3 clusters Score -442527.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -442562.593750 Penalty: 2666.251709
	Iteration 16Q: 3 clusters Score -442562.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -442599.812500 Penalty: 2666.251709
	Iteration 17Q: 3 clusters Score -442599.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -442630.906250 Penalty: 2666.251709
	Iteration 18Q: 3 clusters Score -442630.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -442661.156250 Penalty: 2666.251709
	Iteration 19Q: 3 clusters Score -442661.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -442697.468750 Penalty: 2666.251709
	Iteration 20F: 3 clusters Score -442697.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -442729.125000 Penalty: 2666.251709
	Iteration 21Q: 3 clusters Score -442729.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -442758.093750 Penalty: 2666.251709
	Iteration 22Q: 3 clusters Score -442758.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -442788.218750 Penalty: 2666.251709
	Iteration 23Q: 3 clusters Score -442788.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -442811.500000 Penalty: 2666.251709
	Iteration 24Q: 3 clusters Score -442811.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -442827.718750 Penalty: 2666.251709
	Iteration 25Q: 3 clusters Score -442827.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -442845.000000 Penalty: 2666.251709
	Iteration 26Q: 3 clusters Score -442845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -442858.625000 Penalty: 2666.251709
	Iteration 27Q: 3 clusters Score -442858.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -442872.750000 Penalty: 2666.251709
	Iteration 28Q: 3 clusters Score -442872.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -442881.500000 Penalty: 2666.251709
	Iteration 29Q: 3 clusters Score -442881.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -442888.875000 Penalty: 2666.251709
	Iteration 30Q: 3 clusters Score -442888.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -442897.968750 Penalty: 2666.251709
	Iteration 31Q: 3 clusters Score -442898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -442913.000000 Penalty: 2666.251709
	Iteration 32Q: 3 clusters Score -442913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -442923.218750 Penalty: 2666.251709
	Iteration 33Q: 3 clusters Score -442923.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -442929.187500 Penalty: 2666.251709
	Iteration 34Q: 3 clusters Score -442929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -442932.593750 Penalty: 2666.251709
	Iteration 35Q: 3 clusters Score -442932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -442937.468750 Penalty: 2666.251709
	Iteration 36Q: 3 clusters Score -442937.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -442943.468750 Penalty: 2666.251709
	Iteration 37Q: 3 clusters Score -442943.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -442952.125000 Penalty: 2666.251709
	Iteration 38Q: 3 clusters Score -442952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -442956.875000 Penalty: 2666.251709
	Iteration 39Q: 3 clusters Score -442956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -442960.125000 Penalty: 2666.251709
	Iteration 40F: 3 clusters Score -442960.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -442964.656250 Penalty: 2666.251709
	Iteration 41Q: 3 clusters Score -442964.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -442971.906250 Penalty: 2666.251709
	Iteration 42Q: 3 clusters Score -442971.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -442982.093750 Penalty: 2666.251709
	Iteration 43Q: 3 clusters Score -442982.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -442999.125000 Penalty: 2666.251709
	Iteration 44Q: 3 clusters Score -442999.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -443021.375000 Penalty: 2666.251709
	Iteration 45Q: 3 clusters Score -443021.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -443039.937500 Penalty: 2666.251709
	Iteration 46Q: 3 clusters Score -443039.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -443065.937500 Penalty: 2666.251709
	Iteration 47Q: 3 clusters Score -443065.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -443082.781250 Penalty: 2666.251709
	Iteration 48Q: 3 clusters Score -443082.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -443097.375000 Penalty: 2666.251709
	Iteration 49Q: 3 clusters Score -443097.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -443106.687500 Penalty: 2666.251709
	Iteration 50Q: 3 clusters Score -443106.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -443115.093750 Penalty: 2666.251709
	Iteration 51Q: 3 clusters Score -443115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -443118.312500 Penalty: 2666.251709
	Iteration 52Q: 3 clusters Score -443118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -443120.593750 Penalty: 2666.251709
	Iteration 53Q: 3 clusters Score -443120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -443120.781250 Penalty: 2666.251709
	Iteration 54Q: 3 clusters Score -443120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -443120.781250 Penalty: 2666.251709
	Iteration 55F: 3 clusters Score -443120.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (100131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100131 members 
Entering Unmasked Estep 
Score: -12431749.000000 Penalty: 1871.063110
	Iteration 0F: 2 clusters Score -1.243175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -12367923.000000 Penalty: 3742.126221
	Iteration 0F: 3 clusters Score -1.236792e+07 nChanged 47881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -12395859.000000 Penalty: 3742.126221
	Iteration 1F: 3 clusters Score -1.239586e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -12396759.000000 Penalty: 3742.126221
	Iteration 2Q: 3 clusters Score -1.239676e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -12398305.000000 Penalty: 3742.126221
	Iteration 3Q: 3 clusters Score -1.23983e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -12400731.000000 Penalty: 3742.126221
	Iteration 4Q: 3 clusters Score -1.240073e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -12404525.000000 Penalty: 3742.126221
	Iteration 5F: 3 clusters Score -1.240452e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -12410325.000000 Penalty: 3742.126221
	Iteration 6F: 3 clusters Score -1.241032e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -12416715.000000 Penalty: 3742.126221
	Iteration 7F: 3 clusters Score -1.241672e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -12420827.000000 Penalty: 3742.126221
	Iteration 8F: 3 clusters Score -1.242083e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -12423153.000000 Penalty: 3742.126221
	Iteration 9Q: 3 clusters Score -1.242315e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -12424580.000000 Penalty: 3742.126221
	Iteration 10Q: 3 clusters Score -1.242458e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -12426114.000000 Penalty: 3742.126221
	Iteration 11Q: 3 clusters Score -1.242611e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -12427646.000000 Penalty: 3742.126221
	Iteration 12Q: 3 clusters Score -1.242765e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -12428928.000000 Penalty: 3742.126221
	Iteration 13Q: 3 clusters Score -1.242893e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -12429935.000000 Penalty: 3742.126221
	Iteration 14Q: 3 clusters Score -1.242994e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -12430649.000000 Penalty: 3742.126221
	Iteration 15Q: 3 clusters Score -1.243065e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -12431095.000000 Penalty: 3742.126221
	Iteration 16Q: 3 clusters Score -1.24311e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -12431292.000000 Penalty: 3742.126221
	Iteration 17Q: 3 clusters Score -1.243129e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -12431545.000000 Penalty: 3742.126221
	Iteration 18Q: 3 clusters Score -1.243154e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -12431601.000000 Penalty: 3742.126221
	Iteration 19Q: 3 clusters Score -1.24316e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -12431642.000000 Penalty: 3742.126221
	Iteration 20F: 3 clusters Score -1.243164e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -12431673.000000 Penalty: 3742.126221
	Iteration 21Q: 3 clusters Score -1.243167e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -12431726.000000 Penalty: 3742.126221
	Iteration 22Q: 3 clusters Score -1.243173e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -12431802.000000 Penalty: 3742.126221
	Iteration 23Q: 3 clusters Score -1.24318e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -12431806.000000 Penalty: 3742.126221
	Iteration 24Q: 3 clusters Score -1.243181e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -12431845.000000 Penalty: 3742.126221
	Iteration 25Q: 3 clusters Score -1.243184e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -12431865.000000 Penalty: 3742.126221
	Iteration 26Q: 3 clusters Score -1.243186e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -12431874.000000 Penalty: 3742.126221
	Iteration 27Q: 3 clusters Score -1.243187e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -12431887.000000 Penalty: 3742.126221
	Iteration 28Q: 3 clusters Score -1.243189e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -12431934.000000 Penalty: 3742.126221
	Iteration 29Q: 3 clusters Score -1.243193e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -12431944.000000 Penalty: 3742.126221
	Iteration 30Q: 3 clusters Score -1.243194e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -12431953.000000 Penalty: 3742.126221
	Iteration 31Q: 3 clusters Score -1.243195e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -12432022.000000 Penalty: 3742.126221
	Iteration 32Q: 3 clusters Score -1.243202e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -12432060.000000 Penalty: 3742.126221
	Iteration 33Q: 3 clusters Score -1.243206e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -12432095.000000 Penalty: 3742.126221
	Iteration 34Q: 3 clusters Score -1.24321e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -12432136.000000 Penalty: 3742.126221
	Iteration 35Q: 3 clusters Score -1.243214e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -12432126.000000 Penalty: 3742.126221
	Iteration 36Q: 3 clusters Score -1.243213e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -12432182.000000 Penalty: 3742.126221
	Iteration 37Q: 3 clusters Score -1.243218e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -12432173.000000 Penalty: 3742.126221
	Iteration 38Q: 3 clusters Score -1.243217e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -12432160.000000 Penalty: 3742.126221
	Iteration 39Q: 3 clusters Score -1.243216e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -12432158.000000 Penalty: 3742.126221
	Iteration 40F: 3 clusters Score -1.243216e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -12432221.000000 Penalty: 3742.126221
	Iteration 41Q: 3 clusters Score -1.243222e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -12432250.000000 Penalty: 3742.126221
	Iteration 42Q: 3 clusters Score -1.243225e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79435 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -12432284.000000 Penalty: 3742.126221
	Iteration 43Q: 3 clusters Score -1.243228e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -12432247.000000 Penalty: 3742.126221
	Iteration 44Q: 3 clusters Score -1.243225e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -12432255.000000 Penalty: 3742.126221
	Iteration 45Q: 3 clusters Score -1.243226e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -12432277.000000 Penalty: 3742.126221
	Iteration 46Q: 3 clusters Score -1.243228e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -12432301.000000 Penalty: 3742.126221
	Iteration 47Q: 3 clusters Score -1.24323e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -12432299.000000 Penalty: 3742.126221
	Iteration 48Q: 3 clusters Score -1.24323e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -12432247.000000 Penalty: 3742.126221
	Iteration 49Q: 3 clusters Score -1.243225e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82521 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -12432227.000000 Penalty: 3742.126221
	Iteration 50Q: 3 clusters Score -1.243223e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -12432232.000000 Penalty: 3742.126221
	Iteration 51Q: 3 clusters Score -1.243223e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -12432187.000000 Penalty: 3742.126221
	Iteration 52Q: 3 clusters Score -1.243219e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -12432182.000000 Penalty: 3742.126221
	Iteration 53Q: 3 clusters Score -1.243218e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -12432103.000000 Penalty: 3742.126221
	Iteration 54Q: 3 clusters Score -1.24321e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -12432063.000000 Penalty: 3742.126221
	Iteration 55Q: 3 clusters Score -1.243206e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86008 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -12432021.000000 Penalty: 3742.126221
	Iteration 56Q: 3 clusters Score -1.243202e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -12431928.000000 Penalty: 3742.126221
	Iteration 57Q: 3 clusters Score -1.243193e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -12431917.000000 Penalty: 3742.126221
	Iteration 58Q: 3 clusters Score -1.243192e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -12431899.000000 Penalty: 3742.126221
	Iteration 59Q: 3 clusters Score -1.24319e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -12431873.000000 Penalty: 3742.126221
	Iteration 60F: 3 clusters Score -1.243187e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -12431874.000000 Penalty: 3742.126221
	Iteration 61Q: 3 clusters Score -1.243187e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -12431852.000000 Penalty: 3742.126221
	Iteration 62Q: 3 clusters Score -1.243185e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -12431817.000000 Penalty: 3742.126221
	Iteration 63Q: 3 clusters Score -1.243182e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90342 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -12431816.000000 Penalty: 3742.126221
	Iteration 64Q: 3 clusters Score -1.243182e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -12431751.000000 Penalty: 3742.126221
	Iteration 65Q: 3 clusters Score -1.243175e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -12431772.000000 Penalty: 3742.126221
	Iteration 66Q: 3 clusters Score -1.243177e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -12431742.000000 Penalty: 3742.126221
	Iteration 67Q: 3 clusters Score -1.243174e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -12431730.000000 Penalty: 3742.126221
	Iteration 68Q: 3 clusters Score -1.243173e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -12431698.000000 Penalty: 3742.126221
	Iteration 69Q: 3 clusters Score -1.24317e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -12431759.000000 Penalty: 3742.126221
	Iteration 70Q: 3 clusters Score -1.243176e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -12431702.000000 Penalty: 3742.126221
	Iteration 71Q: 3 clusters Score -1.24317e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -12431657.000000 Penalty: 3742.126221
	Iteration 72Q: 3 clusters Score -1.243166e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -12431633.000000 Penalty: 3742.126221
	Iteration 73Q: 3 clusters Score -1.243163e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -12431607.000000 Penalty: 3742.126221
	Iteration 74Q: 3 clusters Score -1.243161e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -12431567.000000 Penalty: 3742.126221
	Iteration 75Q: 3 clusters Score -1.243157e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94533 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -12431578.000000 Penalty: 3742.126221
	Iteration 76Q: 3 clusters Score -1.243158e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94721 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -12431564.000000 Penalty: 3742.126221
	Iteration 77Q: 3 clusters Score -1.243156e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -12431552.000000 Penalty: 3742.126221
	Iteration 78Q: 3 clusters Score -1.243155e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -12431512.000000 Penalty: 3742.126221
	Iteration 79Q: 3 clusters Score -1.243151e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -12431502.000000 Penalty: 3742.126221
	Iteration 80F: 3 clusters Score -1.24315e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -12431475.000000 Penalty: 3742.126221
	Iteration 81Q: 3 clusters Score -1.243148e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -12431460.000000 Penalty: 3742.126221
	Iteration 82Q: 3 clusters Score -1.243146e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95759 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -12431415.000000 Penalty: 3742.126221
	Iteration 83Q: 3 clusters Score -1.243142e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -12431422.000000 Penalty: 3742.126221
	Iteration 84Q: 3 clusters Score -1.243142e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -12431425.000000 Penalty: 3742.126221
	Iteration 85Q: 3 clusters Score -1.243142e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -12431397.000000 Penalty: 3742.126221
	Iteration 86Q: 3 clusters Score -1.24314e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96245 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -12431409.000000 Penalty: 3742.126221
	Iteration 87Q: 3 clusters Score -1.243141e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96377 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -12431399.000000 Penalty: 3742.126221
	Iteration 88Q: 3 clusters Score -1.24314e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -12431403.000000 Penalty: 3742.126221
	Iteration 89Q: 3 clusters Score -1.24314e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -12431362.000000 Penalty: 3742.126221
	Iteration 90Q: 3 clusters Score -1.243136e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -12431340.000000 Penalty: 3742.126221
	Iteration 91Q: 3 clusters Score -1.243134e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -12431339.000000 Penalty: 3742.126221
	Iteration 92Q: 3 clusters Score -1.243134e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -12431337.000000 Penalty: 3742.126221
	Iteration 93Q: 3 clusters Score -1.243134e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97166 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -12431328.000000 Penalty: 3742.126221
	Iteration 94Q: 3 clusters Score -1.243133e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -12431300.000000 Penalty: 3742.126221
	Iteration 95Q: 3 clusters Score -1.24313e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -12431316.000000 Penalty: 3742.126221
	Iteration 96Q: 3 clusters Score -1.243132e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -12431297.000000 Penalty: 3742.126221
	Iteration 97Q: 3 clusters Score -1.24313e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97578 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -12431320.000000 Penalty: 3742.126221
	Iteration 98Q: 3 clusters Score -1.243132e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97646 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -12431333.000000 Penalty: 3742.126221
	Iteration 99Q: 3 clusters Score -1.243133e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97714 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -12431327.000000 Penalty: 3742.126221
	Iteration 100F: 3 clusters Score -1.243133e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -12431324.000000 Penalty: 3742.126221
	Iteration 101Q: 3 clusters Score -1.243132e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -12431341.000000 Penalty: 3742.126221
	Iteration 102Q: 3 clusters Score -1.243134e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -12431326.000000 Penalty: 3742.126221
	Iteration 103Q: 3 clusters Score -1.243133e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -12431335.000000 Penalty: 3742.126221
	Iteration 104Q: 3 clusters Score -1.243134e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -12431336.000000 Penalty: 3742.126221
	Iteration 105Q: 3 clusters Score -1.243134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97998 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -12431325.000000 Penalty: 3742.126221
	Iteration 106Q: 3 clusters Score -1.243132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -12431343.000000 Penalty: 3742.126221
	Iteration 107Q: 3 clusters Score -1.243134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -12431327.000000 Penalty: 3742.126221
	Iteration 108Q: 3 clusters Score -1.243133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -12431322.000000 Penalty: 3742.126221
	Iteration 109Q: 3 clusters Score -1.243132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98070 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -12431302.000000 Penalty: 3742.126221
	Iteration 110Q: 3 clusters Score -1.24313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -12431311.000000 Penalty: 3742.126221
	Iteration 111Q: 3 clusters Score -1.243131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -12431307.000000 Penalty: 3742.126221
	Iteration 112Q: 3 clusters Score -1.243131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98095 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -12431307.000000 Penalty: 3742.126221
	Iteration 113Q: 3 clusters Score -1.243131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -12431309.000000 Penalty: 3742.126221
	Iteration 114Q: 3 clusters Score -1.243131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98111 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -12431297.000000 Penalty: 3742.126221
	Iteration 115Q: 3 clusters Score -1.24313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98125 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -12431292.000000 Penalty: 3742.126221
	Iteration 116Q: 3 clusters Score -1.243129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -12431283.000000 Penalty: 3742.126221
	Iteration 117Q: 3 clusters Score -1.243128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -12431290.000000 Penalty: 3742.126221
	Iteration 118Q: 3 clusters Score -1.243129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -12431297.000000 Penalty: 3742.126221
	Iteration 119Q: 3 clusters Score -1.24313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -12431295.000000 Penalty: 3742.126221
	Iteration 120F: 3 clusters Score -1.24313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -12431286.000000 Penalty: 3742.126221
	Iteration 121Q: 3 clusters Score -1.243129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98161 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -12431288.000000 Penalty: 3742.126221
	Iteration 122Q: 3 clusters Score -1.243129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -12431294.000000 Penalty: 3742.126221
	Iteration 123Q: 3 clusters Score -1.243129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -12431285.000000 Penalty: 3742.126221
	Iteration 124Q: 3 clusters Score -1.243128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -12431279.000000 Penalty: 3742.126221
	Iteration 125Q: 3 clusters Score -1.243128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -12431279.000000 Penalty: 3742.126221
	Iteration 126Q: 3 clusters Score -1.243128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -12431280.000000 Penalty: 3742.126221
	Iteration 127Q: 3 clusters Score -1.243128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -12431276.000000 Penalty: 3742.126221
	Iteration 128Q: 3 clusters Score -1.243128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -12431278.000000 Penalty: 3742.126221
	Iteration 129Q: 3 clusters Score -1.243128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12431283.000000 Penalty: 3742.126221
	Iteration 130Q: 3 clusters Score -1.243128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -12431278.000000 Penalty: 3742.126221
	Iteration 131Q: 3 clusters Score -1.243128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98193 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -12431275.000000 Penalty: 3742.126221
	Iteration 132Q: 3 clusters Score -1.243128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -12431275.000000 Penalty: 3742.126221
	Iteration 133Q: 3 clusters Score -1.243128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98198 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -12431272.000000 Penalty: 3742.126221
	Iteration 134Q: 3 clusters Score -1.243127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98200 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -12431256.000000 Penalty: 3742.126221
	Iteration 135Q: 3 clusters Score -1.243126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98204 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -12431265.000000 Penalty: 3742.126221
	Iteration 136Q: 3 clusters Score -1.243126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12431277.000000 Penalty: 3742.126221
	Iteration 137Q: 3 clusters Score -1.243128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -12431275.000000 Penalty: 3742.126221
	Iteration 138Q: 3 clusters Score -1.243128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98220 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -12431281.000000 Penalty: 3742.126221
	Iteration 139Q: 3 clusters Score -1.243128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -12431272.000000 Penalty: 3742.126221
	Iteration 140F: 3 clusters Score -1.243127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98224 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -12431270.000000 Penalty: 3742.126221
	Iteration 141Q: 3 clusters Score -1.243127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -12431273.000000 Penalty: 3742.126221
	Iteration 142Q: 3 clusters Score -1.243127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98233 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -12431268.000000 Penalty: 3742.126221
	Iteration 143Q: 3 clusters Score -1.243127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -12431267.000000 Penalty: 3742.126221
	Iteration 144Q: 3 clusters Score -1.243127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98245 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -12431273.000000 Penalty: 3742.126221
	Iteration 145Q: 3 clusters Score -1.243127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -12431268.000000 Penalty: 3742.126221
	Iteration 146Q: 3 clusters Score -1.243127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98254 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12431266.000000 Penalty: 3742.126221
	Iteration 147Q: 3 clusters Score -1.243127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -12431264.000000 Penalty: 3742.126221
	Iteration 148Q: 3 clusters Score -1.243126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -12431264.000000 Penalty: 3742.126221
	Iteration 149F: 3 clusters Score -1.243126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48902.785156 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -48902.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47928.636719 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -47928.64 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48426.949219 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -48426.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48676.285156 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -48676.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48834.539062 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -48834.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48918.429688 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -48918.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48999.480469 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -48999.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49027.371094 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -49027.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49034.167969 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -49034.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49044.437500 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -49044.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49055.437500 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -49055.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49057.507812 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -49057.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49059.089844 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -49059.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49061.414062 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -49061.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49062.984375 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -49062.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49072.320312 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -49072.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49085.667969 Penalty: 2024.906494
	Iteration 15Q: 3 clusters Score -49085.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49098.343750 Penalty: 2024.906494
	Iteration 16Q: 3 clusters Score -49098.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49103.921875 Penalty: 2024.906494
	Iteration 17Q: 3 clusters Score -49103.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49103.921875 Penalty: 2024.906494
	Iteration 18F: 3 clusters Score -49103.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 88123 members 
Mstep: Class 3 contains 85362 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 31533 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 53824 members 
Mstep: Class 8 contains 93088 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 14378 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 100131 members 
Mstep: Class 14 contains 315 members 
Mstep: Class 15 contains 5529 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 3310 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 97084 members 
Mstep: Class 21 contains 32638 members 
Mstep: Class 22 contains 3373 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 60323 members 
Mstep: Class 25 contains 7138 members 
Mstep: Class 26 contains 85479 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8368 members 
Mstep: Class 30 contains 3557 members 
Mstep: Class 31 contains 3940 members 
Mstep: Class 32 contains 193 members 
Entering Unmasked Estep 
Score: -102220184.000000 Penalty: 70941.500000
Splitting cluster 14 changes total score from -102220312.000000 to -102220184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Entering Unmasked Estep 
Score: -665612.187500 Penalty: 1400.386475
	Iteration 0F: 2 clusters Score -665612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -661296.250000 Penalty: 2800.772949
	Iteration 0F: 3 clusters Score -661296.2 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -662642.562500 Penalty: 2800.772949
	Iteration 1F: 3 clusters Score -662642.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -662903.562500 Penalty: 2800.772949
	Iteration 2F: 3 clusters Score -662903.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -663128.062500 Penalty: 2800.772949
	Iteration 3F: 3 clusters Score -663128.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -663342.937500 Penalty: 2800.772949
	Iteration 4F: 3 clusters Score -663342.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -663546.187500 Penalty: 2800.772949
	Iteration 5Q: 3 clusters Score -663546.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -663727.812500 Penalty: 2800.772949
	Iteration 6Q: 3 clusters Score -663727.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -663848.125000 Penalty: 2800.772949
	Iteration 7Q: 3 clusters Score -663848.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -663937.937500 Penalty: 2800.772949
	Iteration 8Q: 3 clusters Score -663937.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -664021.375000 Penalty: 2800.772949
	Iteration 9Q: 3 clusters Score -664021.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -664099.812500 Penalty: 2800.772949
	Iteration 10Q: 3 clusters Score -664099.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -664166.125000 Penalty: 2800.772949
	Iteration 11Q: 3 clusters Score -664166.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -664222.062500 Penalty: 2800.772949
	Iteration 12Q: 3 clusters Score -664222.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -664280.375000 Penalty: 2800.772949
	Iteration 13Q: 3 clusters Score -664280.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -664331.062500 Penalty: 2800.772949
	Iteration 14Q: 3 clusters Score -664331.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -664381.000000 Penalty: 2800.772949
	Iteration 15Q: 3 clusters Score -664381 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -664419.000000 Penalty: 2800.772949
	Iteration 16Q: 3 clusters Score -664419 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -664441.625000 Penalty: 2800.772949
	Iteration 17Q: 3 clusters Score -664441.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -664458.437500 Penalty: 2800.772949
	Iteration 18Q: 3 clusters Score -664458.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -664467.625000 Penalty: 2800.772949
	Iteration 19Q: 3 clusters Score -664467.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -664475.875000 Penalty: 2800.772949
	Iteration 20F: 3 clusters Score -664475.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -664480.687500 Penalty: 2800.772949
	Iteration 21Q: 3 clusters Score -664480.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -664485.125000 Penalty: 2800.772949
	Iteration 22Q: 3 clusters Score -664485.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -664491.500000 Penalty: 2800.772949
	Iteration 23Q: 3 clusters Score -664491.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -664497.187500 Penalty: 2800.772949
	Iteration 24Q: 3 clusters Score -664497.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -664499.812500 Penalty: 2800.772949
	Iteration 25Q: 3 clusters Score -664499.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -664503.875000 Penalty: 2800.772949
	Iteration 26Q: 3 clusters Score -664503.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -664505.187500 Penalty: 2800.772949
	Iteration 27Q: 3 clusters Score -664505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -664505.187500 Penalty: 2800.772949
	Iteration 28Q: 3 clusters Score -664505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -664505.062500 Penalty: 2800.772949
	Iteration 29Q: 3 clusters Score -664505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -664504.750000 Penalty: 2800.772949
	Iteration 30Q: 3 clusters Score -664504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -664504.750000 Penalty: 2800.772949
	Iteration 31F: 3 clusters Score -664504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -31950.693359 Penalty: 974.018738
	Iteration 0F: 2 clusters Score -31950.69 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 201 members 
Entering Unmasked Estep 
Score: -31112.810547 Penalty: 1948.037476
	Iteration 0F: 3 clusters Score -31112.81 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31497.400391 Penalty: 1948.037476
	Iteration 1F: 3 clusters Score -31497.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31745.566406 Penalty: 1948.037476
	Iteration 2F: 3 clusters Score -31745.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -31942.263672 Penalty: 1948.037476
	Iteration 3F: 3 clusters Score -31942.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32131.455078 Penalty: 1948.037476
	Iteration 4F: 3 clusters Score -32131.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32180.964844 Penalty: 1948.037476
	Iteration 5Q: 3 clusters Score -32180.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32213.152344 Penalty: 1948.037476
	Iteration 6Q: 3 clusters Score -32213.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32216.490234 Penalty: 1948.037476
	Iteration 7Q: 3 clusters Score -32216.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32220.417969 Penalty: 1948.037476
	Iteration 8Q: 3 clusters Score -32220.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32228.529297 Penalty: 1948.037476
	Iteration 9Q: 3 clusters Score -32228.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32228.529297 Penalty: 1948.037476
	Iteration 10F: 3 clusters Score -32228.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 88123 members 
Mstep: Class 3 contains 85362 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 31533 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 53824 members 
Mstep: Class 8 contains 93088 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 14378 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 100131 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 5529 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 3310 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 97084 members 
Mstep: Class 21 contains 32638 members 
Mstep: Class 22 contains 3373 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 60323 members 
Mstep: Class 25 contains 7138 members 
Mstep: Class 26 contains 85479 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8368 members 
Mstep: Class 30 contains 3557 members 
Mstep: Class 31 contains 3940 members 
Mstep: Class 32 contains 268 members 
Entering Unmasked Estep 
Score: -102220184.000000 Penalty: 70941.500000
Splitting cluster 16 changes total score from -102220312.000000 to -102220184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -381175.562500 Penalty: 1317.014404
	Iteration 0F: 2 clusters Score -381175.6 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 1658 members 
Entering Unmasked Estep 
Score: -378247.156250 Penalty: 2634.028809
	Iteration 0F: 3 clusters Score -378247.2 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -379039.468750 Penalty: 2634.028809
	Iteration 1F: 3 clusters Score -379039.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -379251.968750 Penalty: 2634.028809
	Iteration 2F: 3 clusters Score -379252 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -379432.500000 Penalty: 2634.028809
	Iteration 3F: 3 clusters Score -379432.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -379590.937500 Penalty: 2634.028809
	Iteration 4F: 3 clusters Score -379590.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -379771.500000 Penalty: 2634.028809
	Iteration 5F: 3 clusters Score -379771.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -379959.156250 Penalty: 2634.028809
	Iteration 6F: 3 clusters Score -379959.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -380121.531250 Penalty: 2634.028809
	Iteration 7F: 3 clusters Score -380121.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -380262.906250 Penalty: 2634.028809
	Iteration 8Q: 3 clusters Score -380262.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -380380.406250 Penalty: 2634.028809
	Iteration 9Q: 3 clusters Score -380380.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -380473.187500 Penalty: 2634.028809
	Iteration 10Q: 3 clusters Score -380473.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -380549.343750 Penalty: 2634.028809
	Iteration 11Q: 3 clusters Score -380549.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -380617.062500 Penalty: 2634.028809
	Iteration 12Q: 3 clusters Score -380617.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -380669.656250 Penalty: 2634.028809
	Iteration 13Q: 3 clusters Score -380669.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -380702.218750 Penalty: 2634.028809
	Iteration 14Q: 3 clusters Score -380702.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -380729.250000 Penalty: 2634.028809
	Iteration 15Q: 3 clusters Score -380729.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -380745.062500 Penalty: 2634.028809
	Iteration 16Q: 3 clusters Score -380745.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -380758.500000 Penalty: 2634.028809
	Iteration 17Q: 3 clusters Score -380758.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -380769.781250 Penalty: 2634.028809
	Iteration 18Q: 3 clusters Score -380769.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -380780.218750 Penalty: 2634.028809
	Iteration 19Q: 3 clusters Score -380780.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -380785.250000 Penalty: 2634.028809
	Iteration 20F: 3 clusters Score -380785.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -380788.531250 Penalty: 2634.028809
	Iteration 21Q: 3 clusters Score -380788.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -380791.062500 Penalty: 2634.028809
	Iteration 22Q: 3 clusters Score -380791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -380790.906250 Penalty: 2634.028809
	Iteration 23Q: 3 clusters Score -380790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -380791.875000 Penalty: 2634.028809
	Iteration 24Q: 3 clusters Score -380791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -380792.875000 Penalty: 2634.028809
	Iteration 25Q: 3 clusters Score -380792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -380794.500000 Penalty: 2634.028809
	Iteration 26Q: 3 clusters Score -380794.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -380797.343750 Penalty: 2634.028809
	Iteration 27Q: 3 clusters Score -380797.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -380800.625000 Penalty: 2634.028809
	Iteration 28Q: 3 clusters Score -380800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -380803.468750 Penalty: 2634.028809
	Iteration 29Q: 3 clusters Score -380803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -380805.218750 Penalty: 2634.028809
	Iteration 30Q: 3 clusters Score -380805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -380808.031250 Penalty: 2634.028809
	Iteration 31Q: 3 clusters Score -380808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -380812.218750 Penalty: 2634.028809
	Iteration 32Q: 3 clusters Score -380812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -380814.156250 Penalty: 2634.028809
	Iteration 33Q: 3 clusters Score -380814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -380816.187500 Penalty: 2634.028809
	Iteration 34Q: 3 clusters Score -380816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -380817.656250 Penalty: 2634.028809
	Iteration 35Q: 3 clusters Score -380817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -380820.843750 Penalty: 2634.028809
	Iteration 36Q: 3 clusters Score -380820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -380823.781250 Penalty: 2634.028809
	Iteration 37Q: 3 clusters Score -380823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -380826.468750 Penalty: 2634.028809
	Iteration 38Q: 3 clusters Score -380826.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -380829.218750 Penalty: 2634.028809
	Iteration 39Q: 3 clusters Score -380829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -380830.406250 Penalty: 2634.028809
	Iteration 40F: 3 clusters Score -380830.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -398517.906250 Penalty: 1322.136719
	Iteration 0F: 2 clusters Score -398517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -395557.187500 Penalty: 2644.273438
	Iteration 0F: 3 clusters Score -395557.2 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -396296.125000 Penalty: 2644.273438
	Iteration 1F: 3 clusters Score -396296.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -396483.062500 Penalty: 2644.273438
	Iteration 2F: 3 clusters Score -396483.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -396633.906250 Penalty: 2644.273438
	Iteration 3F: 3 clusters Score -396633.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -396747.718750 Penalty: 2644.273438
	Iteration 4Q: 3 clusters Score -396747.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -396840.843750 Penalty: 2644.273438
	Iteration 5Q: 3 clusters Score -396840.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -396934.250000 Penalty: 2644.273438
	Iteration 6Q: 3 clusters Score -396934.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -397034.937500 Penalty: 2644.273438
	Iteration 7Q: 3 clusters Score -397034.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -397151.218750 Penalty: 2644.273438
	Iteration 8Q: 3 clusters Score -397151.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -397249.843750 Penalty: 2644.273438
	Iteration 9Q: 3 clusters Score -397249.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -397344.187500 Penalty: 2644.273438
	Iteration 10Q: 3 clusters Score -397344.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -397430.031250 Penalty: 2644.273438
	Iteration 11Q: 3 clusters Score -397430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -397492.843750 Penalty: 2644.273438
	Iteration 12Q: 3 clusters Score -397492.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -397545.812500 Penalty: 2644.273438
	Iteration 13Q: 3 clusters Score -397545.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -397582.000000 Penalty: 2644.273438
	Iteration 14Q: 3 clusters Score -397582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -397608.937500 Penalty: 2644.273438
	Iteration 15Q: 3 clusters Score -397608.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -397628.343750 Penalty: 2644.273438
	Iteration 16Q: 3 clusters Score -397628.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -397641.000000 Penalty: 2644.273438
	Iteration 17Q: 3 clusters Score -397641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -397646.281250 Penalty: 2644.273438
	Iteration 18Q: 3 clusters Score -397646.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -397654.437500 Penalty: 2644.273438
	Iteration 19Q: 3 clusters Score -397654.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -397661.687500 Penalty: 2644.273438
	Iteration 20F: 3 clusters Score -397661.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -397674.750000 Penalty: 2644.273438
	Iteration 21Q: 3 clusters Score -397674.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -397682.593750 Penalty: 2644.273438
	Iteration 22Q: 3 clusters Score -397682.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -397688.343750 Penalty: 2644.273438
	Iteration 23Q: 3 clusters Score -397688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -397691.875000 Penalty: 2644.273438
	Iteration 24Q: 3 clusters Score -397691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -397696.000000 Penalty: 2644.273438
	Iteration 25Q: 3 clusters Score -397696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -397697.906250 Penalty: 2644.273438
	Iteration 26Q: 3 clusters Score -397697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -397699.312500 Penalty: 2644.273438
	Iteration 27Q: 3 clusters Score -397699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -397700.093750 Penalty: 2644.273438
	Iteration 28Q: 3 clusters Score -397700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -397702.750000 Penalty: 2644.273438
	Iteration 29Q: 3 clusters Score -397702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -397705.218750 Penalty: 2644.273438
	Iteration 30Q: 3 clusters Score -397705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -397707.187500 Penalty: 2644.273438
	Iteration 31Q: 3 clusters Score -397707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -397709.281250 Penalty: 2644.273438
	Iteration 32Q: 3 clusters Score -397709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -397709.000000 Penalty: 2644.273438
	Iteration 33Q: 3 clusters Score -397709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -397709.000000 Penalty: 2644.273438
	Iteration 34F: 3 clusters Score -397709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Entering Unmasked Estep 
Score: -1158369.125000 Penalty: 1490.907837
	Iteration 0F: 2 clusters Score -1158369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1151464.750000 Penalty: 2981.815674
	Iteration 0F: 3 clusters Score -1151465 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1153793.000000 Penalty: 2981.815674
	Iteration 1F: 3 clusters Score -1153793 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1154138.375000 Penalty: 2981.815674
	Iteration 2F: 3 clusters Score -1154138 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1154523.125000 Penalty: 2981.815674
	Iteration 3F: 3 clusters Score -1154523 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1154932.000000 Penalty: 2981.815674
	Iteration 4F: 3 clusters Score -1154932 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1155357.125000 Penalty: 2981.815674
	Iteration 5F: 3 clusters Score -1155357 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1155762.625000 Penalty: 2981.815674
	Iteration 6F: 3 clusters Score -1155763 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1156087.000000 Penalty: 2981.815674
	Iteration 7F: 3 clusters Score -1156087 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1156293.125000 Penalty: 2981.815674
	Iteration 8Q: 3 clusters Score -1156293 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1156463.500000 Penalty: 2981.815674
	Iteration 9Q: 3 clusters Score -1156464 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1156599.250000 Penalty: 2981.815674
	Iteration 10Q: 3 clusters Score -1156599 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1156685.375000 Penalty: 2981.815674
	Iteration 11Q: 3 clusters Score -1156685 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1156752.125000 Penalty: 2981.815674
	Iteration 12Q: 3 clusters Score -1156752 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1156803.375000 Penalty: 2981.815674
	Iteration 13Q: 3 clusters Score -1156803 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1156837.375000 Penalty: 2981.815674
	Iteration 14Q: 3 clusters Score -1156837 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1156872.500000 Penalty: 2981.815674
	Iteration 15Q: 3 clusters Score -1156872 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1156905.875000 Penalty: 2981.815674
	Iteration 16Q: 3 clusters Score -1156906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1156933.375000 Penalty: 2981.815674
	Iteration 17Q: 3 clusters Score -1156933 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1156951.375000 Penalty: 2981.815674
	Iteration 18Q: 3 clusters Score -1156951 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1156969.500000 Penalty: 2981.815674
	Iteration 19Q: 3 clusters Score -1156970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1156994.000000 Penalty: 2981.815674
	Iteration 20F: 3 clusters Score -1156994 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1157015.750000 Penalty: 2981.815674
	Iteration 21Q: 3 clusters Score -1157016 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1157024.625000 Penalty: 2981.815674
	Iteration 22Q: 3 clusters Score -1157025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1157044.000000 Penalty: 2981.815674
	Iteration 23Q: 3 clusters Score -1157044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1157063.125000 Penalty: 2981.815674
	Iteration 24Q: 3 clusters Score -1157063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1157082.625000 Penalty: 2981.815674
	Iteration 25Q: 3 clusters Score -1157083 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1157103.875000 Penalty: 2981.815674
	Iteration 26Q: 3 clusters Score -1157104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1157128.625000 Penalty: 2981.815674
	Iteration 27Q: 3 clusters Score -1157129 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1157151.625000 Penalty: 2981.815674
	Iteration 28Q: 3 clusters Score -1157152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1157174.750000 Penalty: 2981.815674
	Iteration 29Q: 3 clusters Score -1157175 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1157192.625000 Penalty: 2981.815674
	Iteration 30Q: 3 clusters Score -1157193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1157217.750000 Penalty: 2981.815674
	Iteration 31Q: 3 clusters Score -1157218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1157245.250000 Penalty: 2981.815674
	Iteration 32Q: 3 clusters Score -1157245 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1157270.125000 Penalty: 2981.815674
	Iteration 33Q: 3 clusters Score -1157270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1157304.000000 Penalty: 2981.815674
	Iteration 34Q: 3 clusters Score -1157304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1157329.125000 Penalty: 2981.815674
	Iteration 35Q: 3 clusters Score -1157329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1157349.500000 Penalty: 2981.815674
	Iteration 36Q: 3 clusters Score -1157350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1157371.500000 Penalty: 2981.815674
	Iteration 37Q: 3 clusters Score -1157372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1157393.500000 Penalty: 2981.815674
	Iteration 38Q: 3 clusters Score -1157394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1157411.000000 Penalty: 2981.815674
	Iteration 39Q: 3 clusters Score -1157411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1157428.625000 Penalty: 2981.815674
	Iteration 40F: 3 clusters Score -1157429 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1157451.625000 Penalty: 2981.815674
	Iteration 41Q: 3 clusters Score -1157452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1157469.500000 Penalty: 2981.815674
	Iteration 42Q: 3 clusters Score -1157470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1157496.625000 Penalty: 2981.815674
	Iteration 43Q: 3 clusters Score -1157497 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1157512.375000 Penalty: 2981.815674
	Iteration 44Q: 3 clusters Score -1157512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1157536.875000 Penalty: 2981.815674
	Iteration 45Q: 3 clusters Score -1157537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1157554.500000 Penalty: 2981.815674
	Iteration 46Q: 3 clusters Score -1157554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1157567.625000 Penalty: 2981.815674
	Iteration 47Q: 3 clusters Score -1157568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1157580.500000 Penalty: 2981.815674
	Iteration 48Q: 3 clusters Score -1157580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1157589.500000 Penalty: 2981.815674
	Iteration 49Q: 3 clusters Score -1157590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1157603.125000 Penalty: 2981.815674
	Iteration 50Q: 3 clusters Score -1157603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1157619.000000 Penalty: 2981.815674
	Iteration 51Q: 3 clusters Score -1157619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1157627.875000 Penalty: 2981.815674
	Iteration 52Q: 3 clusters Score -1157628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1157640.000000 Penalty: 2981.815674
	Iteration 53Q: 3 clusters Score -1157640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1157653.625000 Penalty: 2981.815674
	Iteration 54Q: 3 clusters Score -1157654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1157659.875000 Penalty: 2981.815674
	Iteration 55Q: 3 clusters Score -1157660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1157666.875000 Penalty: 2981.815674
	Iteration 56Q: 3 clusters Score -1157667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1157674.750000 Penalty: 2981.815674
	Iteration 57Q: 3 clusters Score -1157675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1157675.375000 Penalty: 2981.815674
	Iteration 58Q: 3 clusters Score -1157675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1157682.375000 Penalty: 2981.815674
	Iteration 59Q: 3 clusters Score -1157682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1157687.750000 Penalty: 2981.815674
	Iteration 60F: 3 clusters Score -1157688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1157689.375000 Penalty: 2981.815674
	Iteration 61Q: 3 clusters Score -1157689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1157694.375000 Penalty: 2981.815674
	Iteration 62Q: 3 clusters Score -1157694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1157696.125000 Penalty: 2981.815674
	Iteration 63Q: 3 clusters Score -1157696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1157698.625000 Penalty: 2981.815674
	Iteration 64Q: 3 clusters Score -1157699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1157699.750000 Penalty: 2981.815674
	Iteration 65Q: 3 clusters Score -1157700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1157702.750000 Penalty: 2981.815674
	Iteration 66Q: 3 clusters Score -1157703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1157701.125000 Penalty: 2981.815674
	Iteration 67Q: 3 clusters Score -1157701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1157701.125000 Penalty: 2981.815674
	Iteration 68F: 3 clusters Score -1157701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97084 members 
Entering Unmasked Estep 
Score: -11985004.000000 Penalty: 1866.041382
	Iteration 0F: 2 clusters Score -1.1985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -11921765.000000 Penalty: 3732.082764
	Iteration 0F: 3 clusters Score -1.192176e+07 nChanged 46403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -11948445.000000 Penalty: 3732.082764
	Iteration 1F: 3 clusters Score -1.194844e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -11948969.000000 Penalty: 3732.082764
	Iteration 2Q: 3 clusters Score -1.194897e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -11949498.000000 Penalty: 3732.082764
	Iteration 3Q: 3 clusters Score -1.19495e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -11950118.000000 Penalty: 3732.082764
	Iteration 4Q: 3 clusters Score -1.195012e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -11950885.000000 Penalty: 3732.082764
	Iteration 5Q: 3 clusters Score -1.195088e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -11952128.000000 Penalty: 3732.082764
	Iteration 6Q: 3 clusters Score -1.195213e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -11954384.000000 Penalty: 3732.082764
	Iteration 7Q: 3 clusters Score -1.195438e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -11957964.000000 Penalty: 3732.082764
	Iteration 8F: 3 clusters Score -1.195796e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -11963128.000000 Penalty: 3732.082764
	Iteration 9F: 3 clusters Score -1.196313e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -11969264.000000 Penalty: 3732.082764
	Iteration 10F: 3 clusters Score -1.196926e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -11974843.000000 Penalty: 3732.082764
	Iteration 11F: 3 clusters Score -1.197484e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -11978587.000000 Penalty: 3732.082764
	Iteration 12Q: 3 clusters Score -1.197859e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -11980582.000000 Penalty: 3732.082764
	Iteration 13Q: 3 clusters Score -1.198058e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -11981608.000000 Penalty: 3732.082764
	Iteration 14Q: 3 clusters Score -1.198161e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 94028 members 
Entering Unmasked Estep 
Score: -11982204.000000 Penalty: 3732.082764
	Iteration 15Q: 3 clusters Score -1.19822e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -11982673.000000 Penalty: 3732.082764
	Iteration 16Q: 3 clusters Score -1.198267e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 94803 members 
Entering Unmasked Estep 
Score: -11982942.000000 Penalty: 3732.082764
	Iteration 17Q: 3 clusters Score -1.198294e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -11983165.000000 Penalty: 3732.082764
	Iteration 18Q: 3 clusters Score -1.198316e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -11983283.000000 Penalty: 3732.082764
	Iteration 19Q: 3 clusters Score -1.198328e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -11983377.000000 Penalty: 3732.082764
	Iteration 20F: 3 clusters Score -1.198338e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -11983391.000000 Penalty: 3732.082764
	Iteration 21Q: 3 clusters Score -1.198339e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -11983431.000000 Penalty: 3732.082764
	Iteration 22Q: 3 clusters Score -1.198343e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -11983466.000000 Penalty: 3732.082764
	Iteration 23Q: 3 clusters Score -1.198347e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -11983480.000000 Penalty: 3732.082764
	Iteration 24Q: 3 clusters Score -1.198348e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -11983502.000000 Penalty: 3732.082764
	Iteration 25Q: 3 clusters Score -1.19835e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -11983508.000000 Penalty: 3732.082764
	Iteration 26Q: 3 clusters Score -1.198351e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -11983526.000000 Penalty: 3732.082764
	Iteration 27Q: 3 clusters Score -1.198353e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -11983534.000000 Penalty: 3732.082764
	Iteration 28Q: 3 clusters Score -1.198353e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -11983542.000000 Penalty: 3732.082764
	Iteration 29Q: 3 clusters Score -1.198354e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -11983544.000000 Penalty: 3732.082764
	Iteration 30Q: 3 clusters Score -1.198354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -11983553.000000 Penalty: 3732.082764
	Iteration 31Q: 3 clusters Score -1.198355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -11983543.000000 Penalty: 3732.082764
	Iteration 32Q: 3 clusters Score -1.198354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -11983548.000000 Penalty: 3732.082764
	Iteration 33Q: 3 clusters Score -1.198355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -11983554.000000 Penalty: 3732.082764
	Iteration 34Q: 3 clusters Score -1.198355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -11983558.000000 Penalty: 3732.082764
	Iteration 35Q: 3 clusters Score -1.198356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -11983561.000000 Penalty: 3732.082764
	Iteration 36Q: 3 clusters Score -1.198356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -11983574.000000 Penalty: 3732.082764
	Iteration 37Q: 3 clusters Score -1.198357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -11983582.000000 Penalty: 3732.082764
	Iteration 38Q: 3 clusters Score -1.198358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -11983580.000000 Penalty: 3732.082764
	Iteration 39Q: 3 clusters Score -1.198358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 95437 members 
Entering Unmasked Estep 
Score: -11983572.000000 Penalty: 3732.082764
	Iteration 40F: 3 clusters Score -1.198357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -11983570.000000 Penalty: 3732.082764
	Iteration 41Q: 3 clusters Score -1.198357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -11983577.000000 Penalty: 3732.082764
	Iteration 42Q: 3 clusters Score -1.198358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -11983581.000000 Penalty: 3732.082764
	Iteration 43Q: 3 clusters Score -1.198358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -11983574.000000 Penalty: 3732.082764
	Iteration 44Q: 3 clusters Score -1.198357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -11983579.000000 Penalty: 3732.082764
	Iteration 45Q: 3 clusters Score -1.198358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -11983576.000000 Penalty: 3732.082764
	Iteration 46Q: 3 clusters Score -1.198358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -11983575.000000 Penalty: 3732.082764
	Iteration 47Q: 3 clusters Score -1.198358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -11983582.000000 Penalty: 3732.082764
	Iteration 48Q: 3 clusters Score -1.198358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -11983578.000000 Penalty: 3732.082764
	Iteration 49Q: 3 clusters Score -1.198358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -11983578.000000 Penalty: 3732.082764
	Iteration 50Q: 3 clusters Score -1.198358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 95444 members 
Entering Unmasked Estep 
Score: -11983577.000000 Penalty: 3732.082764
	Iteration 51Q: 3 clusters Score -1.198358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 95444 members 
Entering Unmasked Estep 
Score: -11983580.000000 Penalty: 3732.082764
	Iteration 52Q: 3 clusters Score -1.198358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 95444 members 
Entering Unmasked Estep 
Score: -11983580.000000 Penalty: 3732.082764
	Iteration 53F: 3 clusters Score -1.198358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Entering Unmasked Estep 
Score: -4034209.750000 Penalty: 1688.900269
	Iteration 0F: 2 clusters Score -4034210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4012436.750000 Penalty: 3377.800537
	Iteration 0F: 3 clusters Score -4012437 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -4020703.000000 Penalty: 3377.800537
	Iteration 1F: 3 clusters Score -4020703 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -4021137.250000 Penalty: 3377.800537
	Iteration 2Q: 3 clusters Score -4021137 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -4021581.750000 Penalty: 3377.800537
	Iteration 3Q: 3 clusters Score -4021582 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4022045.500000 Penalty: 3377.800537
	Iteration 4Q: 3 clusters Score -4022046 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -4022628.750000 Penalty: 3377.800537
	Iteration 5Q: 3 clusters Score -4022629 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -4023365.500000 Penalty: 3377.800537
	Iteration 6Q: 3 clusters Score -4023366 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -4024372.250000 Penalty: 3377.800537
	Iteration 7F: 3 clusters Score -4024372 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4025703.000000 Penalty: 3377.800537
	Iteration 8F: 3 clusters Score -4025703 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -4027150.250000 Penalty: 3377.800537
	Iteration 9F: 3 clusters Score -4027150 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4028381.500000 Penalty: 3377.800537
	Iteration 10F: 3 clusters Score -4028382 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -4029152.750000 Penalty: 3377.800537
	Iteration 11Q: 3 clusters Score -4029153 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -4029570.000000 Penalty: 3377.800537
	Iteration 12Q: 3 clusters Score -4029570 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -4029854.250000 Penalty: 3377.800537
	Iteration 13Q: 3 clusters Score -4029854 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -4030091.750000 Penalty: 3377.800537
	Iteration 14Q: 3 clusters Score -4030092 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4030323.250000 Penalty: 3377.800537
	Iteration 15Q: 3 clusters Score -4030323 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -4030532.250000 Penalty: 3377.800537
	Iteration 16Q: 3 clusters Score -4030532 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -4030740.250000 Penalty: 3377.800537
	Iteration 17Q: 3 clusters Score -4030740 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -4030895.500000 Penalty: 3377.800537
	Iteration 18Q: 3 clusters Score -4030896 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -4031015.000000 Penalty: 3377.800537
	Iteration 19Q: 3 clusters Score -4031015 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4031124.500000 Penalty: 3377.800537
	Iteration 20F: 3 clusters Score -4031124 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4031231.000000 Penalty: 3377.800537
	Iteration 21Q: 3 clusters Score -4031231 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4031352.750000 Penalty: 3377.800537
	Iteration 22Q: 3 clusters Score -4031353 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -4031448.500000 Penalty: 3377.800537
	Iteration 23Q: 3 clusters Score -4031448 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -4031537.000000 Penalty: 3377.800537
	Iteration 24Q: 3 clusters Score -4031537 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4031598.000000 Penalty: 3377.800537
	Iteration 25Q: 3 clusters Score -4031598 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4031664.500000 Penalty: 3377.800537
	Iteration 26Q: 3 clusters Score -4031664 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4031744.750000 Penalty: 3377.800537
	Iteration 27Q: 3 clusters Score -4031745 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4031802.250000 Penalty: 3377.800537
	Iteration 28Q: 3 clusters Score -4031802 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4031869.000000 Penalty: 3377.800537
	Iteration 29Q: 3 clusters Score -4031869 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4031944.750000 Penalty: 3377.800537
	Iteration 30Q: 3 clusters Score -4031945 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4032055.250000 Penalty: 3377.800537
	Iteration 31Q: 3 clusters Score -4032055 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4032128.750000 Penalty: 3377.800537
	Iteration 32Q: 3 clusters Score -4032129 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4032194.250000 Penalty: 3377.800537
	Iteration 33Q: 3 clusters Score -4032194 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4032274.250000 Penalty: 3377.800537
	Iteration 34Q: 3 clusters Score -4032274 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4032343.000000 Penalty: 3377.800537
	Iteration 35Q: 3 clusters Score -4032343 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4032419.750000 Penalty: 3377.800537
	Iteration 36Q: 3 clusters Score -4032420 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4032482.250000 Penalty: 3377.800537
	Iteration 37Q: 3 clusters Score -4032482 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4032525.250000 Penalty: 3377.800537
	Iteration 38Q: 3 clusters Score -4032525 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4032572.000000 Penalty: 3377.800537
	Iteration 39Q: 3 clusters Score -4032572 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4032626.250000 Penalty: 3377.800537
	Iteration 40F: 3 clusters Score -4032626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4032675.250000 Penalty: 3377.800537
	Iteration 41Q: 3 clusters Score -4032675 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4032713.000000 Penalty: 3377.800537
	Iteration 42Q: 3 clusters Score -4032713 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4032742.500000 Penalty: 3377.800537
	Iteration 43Q: 3 clusters Score -4032742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4032776.750000 Penalty: 3377.800537
	Iteration 44Q: 3 clusters Score -4032777 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4032795.000000 Penalty: 3377.800537
	Iteration 45Q: 3 clusters Score -4032795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4032808.750000 Penalty: 3377.800537
	Iteration 46Q: 3 clusters Score -4032809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4032827.500000 Penalty: 3377.800537
	Iteration 47Q: 3 clusters Score -4032828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4032838.750000 Penalty: 3377.800537
	Iteration 48Q: 3 clusters Score -4032839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4032844.500000 Penalty: 3377.800537
	Iteration 49Q: 3 clusters Score -4032844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4032847.750000 Penalty: 3377.800537
	Iteration 50Q: 3 clusters Score -4032848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4032857.500000 Penalty: 3377.800537
	Iteration 51Q: 3 clusters Score -4032858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4032866.500000 Penalty: 3377.800537
	Iteration 52Q: 3 clusters Score -4032866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4032873.250000 Penalty: 3377.800537
	Iteration 53Q: 3 clusters Score -4032873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4032872.250000 Penalty: 3377.800537
	Iteration 54Q: 3 clusters Score -4032872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4032876.750000 Penalty: 3377.800537
	Iteration 55Q: 3 clusters Score -4032877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4032874.500000 Penalty: 3377.800537
	Iteration 56Q: 3 clusters Score -4032874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4032880.250000 Penalty: 3377.800537
	Iteration 57Q: 3 clusters Score -4032880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4032885.750000 Penalty: 3377.800537
	Iteration 58Q: 3 clusters Score -4032886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4032882.750000 Penalty: 3377.800537
	Iteration 59Q: 3 clusters Score -4032883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4032882.000000 Penalty: 3377.800537
	Iteration 60F: 3 clusters Score -4032882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4032884.250000 Penalty: 3377.800537
	Iteration 61Q: 3 clusters Score -4032884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4032886.750000 Penalty: 3377.800537
	Iteration 62Q: 3 clusters Score -4032887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4032887.750000 Penalty: 3377.800537
	Iteration 63Q: 3 clusters Score -4032888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4032886.250000 Penalty: 3377.800537
	Iteration 64Q: 3 clusters Score -4032886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4032886.250000 Penalty: 3377.800537
	Iteration 65F: 3 clusters Score -4032886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -394321.437500 Penalty: 1320.078125
	Iteration 0F: 2 clusters Score -394321.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -391352.312500 Penalty: 2640.156250
	Iteration 0F: 3 clusters Score -391352.3 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -392162.625000 Penalty: 2640.156250
	Iteration 1F: 3 clusters Score -392162.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -392375.562500 Penalty: 2640.156250
	Iteration 2F: 3 clusters Score -392375.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -392573.312500 Penalty: 2640.156250
	Iteration 3F: 3 clusters Score -392573.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -392883.625000 Penalty: 2640.156250
	Iteration 4F: 3 clusters Score -392883.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -393215.968750 Penalty: 2640.156250
	Iteration 5F: 3 clusters Score -393216 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -393448.656250 Penalty: 2640.156250
	Iteration 6F: 3 clusters Score -393448.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -393581.468750 Penalty: 2640.156250
	Iteration 7Q: 3 clusters Score -393581.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -393673.500000 Penalty: 2640.156250
	Iteration 8Q: 3 clusters Score -393673.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -393737.125000 Penalty: 2640.156250
	Iteration 9Q: 3 clusters Score -393737.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -393779.312500 Penalty: 2640.156250
	Iteration 10Q: 3 clusters Score -393779.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -393801.031250 Penalty: 2640.156250
	Iteration 11Q: 3 clusters Score -393801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -393814.593750 Penalty: 2640.156250
	Iteration 12Q: 3 clusters Score -393814.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -393821.750000 Penalty: 2640.156250
	Iteration 13Q: 3 clusters Score -393821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -393823.000000 Penalty: 2640.156250
	Iteration 14Q: 3 clusters Score -393823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -393824.437500 Penalty: 2640.156250
	Iteration 15Q: 3 clusters Score -393824.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -393828.312500 Penalty: 2640.156250
	Iteration 16Q: 3 clusters Score -393828.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -393831.750000 Penalty: 2640.156250
	Iteration 17Q: 3 clusters Score -393831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -393833.718750 Penalty: 2640.156250
	Iteration 18Q: 3 clusters Score -393833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -393834.843750 Penalty: 2640.156250
	Iteration 19Q: 3 clusters Score -393834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -393837.625000 Penalty: 2640.156250
	Iteration 20F: 3 clusters Score -393837.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -393839.093750 Penalty: 2640.156250
	Iteration 21Q: 3 clusters Score -393839.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -393842.750000 Penalty: 2640.156250
	Iteration 22Q: 3 clusters Score -393842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -393846.812500 Penalty: 2640.156250
	Iteration 23Q: 3 clusters Score -393846.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -393850.968750 Penalty: 2640.156250
	Iteration 24Q: 3 clusters Score -393851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -393854.750000 Penalty: 2640.156250
	Iteration 25Q: 3 clusters Score -393854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -393860.906250 Penalty: 2640.156250
	Iteration 26Q: 3 clusters Score -393860.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -393871.531250 Penalty: 2640.156250
	Iteration 27Q: 3 clusters Score -393871.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -393880.437500 Penalty: 2640.156250
	Iteration 28Q: 3 clusters Score -393880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -393886.125000 Penalty: 2640.156250
	Iteration 29Q: 3 clusters Score -393886.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -393889.812500 Penalty: 2640.156250
	Iteration 30Q: 3 clusters Score -393889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -393893.375000 Penalty: 2640.156250
	Iteration 31Q: 3 clusters Score -393893.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -393896.875000 Penalty: 2640.156250
	Iteration 32Q: 3 clusters Score -393896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -393897.968750 Penalty: 2640.156250
	Iteration 33Q: 3 clusters Score -393898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -393898.968750 Penalty: 2640.156250
	Iteration 34Q: 3 clusters Score -393899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -393898.500000 Penalty: 2640.156250
	Iteration 35Q: 3 clusters Score -393898.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -393898.500000 Penalty: 2640.156250
	Iteration 36F: 3 clusters Score -393898.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -192330.484375 Penalty: 1212.236084
	Iteration 0F: 2 clusters Score -192330.5 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 846 members 
Entering Unmasked Estep 
Score: -190391.296875 Penalty: 2424.472168
	Iteration 0F: 3 clusters Score -190391.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -190907.250000 Penalty: 2424.472168
	Iteration 1F: 3 clusters Score -190907.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -191139.156250 Penalty: 2424.472168
	Iteration 2F: 3 clusters Score -191139.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -191327.093750 Penalty: 2424.472168
	Iteration 3F: 3 clusters Score -191327.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -191508.875000 Penalty: 2424.472168
	Iteration 4F: 3 clusters Score -191508.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -191627.500000 Penalty: 2424.472168
	Iteration 5F: 3 clusters Score -191627.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -191701.421875 Penalty: 2424.472168
	Iteration 6Q: 3 clusters Score -191701.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -191732.343750 Penalty: 2424.472168
	Iteration 7Q: 3 clusters Score -191732.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -191753.984375 Penalty: 2424.472168
	Iteration 8Q: 3 clusters Score -191754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -191769.296875 Penalty: 2424.472168
	Iteration 9Q: 3 clusters Score -191769.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -191781.859375 Penalty: 2424.472168
	Iteration 10Q: 3 clusters Score -191781.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -191792.515625 Penalty: 2424.472168
	Iteration 11Q: 3 clusters Score -191792.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -191801.671875 Penalty: 2424.472168
	Iteration 12Q: 3 clusters Score -191801.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191807.156250 Penalty: 2424.472168
	Iteration 13Q: 3 clusters Score -191807.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -191813.140625 Penalty: 2424.472168
	Iteration 14Q: 3 clusters Score -191813.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -191820.140625 Penalty: 2424.472168
	Iteration 15Q: 3 clusters Score -191820.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -191823.296875 Penalty: 2424.472168
	Iteration 16Q: 3 clusters Score -191823.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -191825.468750 Penalty: 2424.472168
	Iteration 17Q: 3 clusters Score -191825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -191825.671875 Penalty: 2424.472168
	Iteration 18Q: 3 clusters Score -191825.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -191825.671875 Penalty: 2424.472168
	Iteration 19F: 3 clusters Score -191825.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (60323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Entering Unmasked Estep 
Score: -7663793.000000 Penalty: 1788.713745
	Iteration 0F: 2 clusters Score -7663793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -7626153.000000 Penalty: 3577.427490
	Iteration 0F: 3 clusters Score -7626153 nChanged 28552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -7642938.000000 Penalty: 3577.427490
	Iteration 1F: 3 clusters Score -7642938 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -7644132.000000 Penalty: 3577.427490
	Iteration 2Q: 3 clusters Score -7644132 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -7646086.000000 Penalty: 3577.427490
	Iteration 3F: 3 clusters Score -7646086 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -7649029.000000 Penalty: 3577.427490
	Iteration 4F: 3 clusters Score -7649029 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -7653113.000000 Penalty: 3577.427490
	Iteration 5F: 3 clusters Score -7653113 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -7657105.500000 Penalty: 3577.427490
	Iteration 6F: 3 clusters Score -7657106 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -7660012.000000 Penalty: 3577.427490
	Iteration 7F: 3 clusters Score -7660012 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7661552.500000 Penalty: 3577.427490
	Iteration 8Q: 3 clusters Score -7661552 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7662185.000000 Penalty: 3577.427490
	Iteration 9Q: 3 clusters Score -7662185 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7662468.000000 Penalty: 3577.427490
	Iteration 10Q: 3 clusters Score -7662468 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7662635.000000 Penalty: 3577.427490
	Iteration 11Q: 3 clusters Score -7662635 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7662749.000000 Penalty: 3577.427490
	Iteration 12Q: 3 clusters Score -7662749 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7662816.500000 Penalty: 3577.427490
	Iteration 13Q: 3 clusters Score -7662816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7662857.000000 Penalty: 3577.427490
	Iteration 14Q: 3 clusters Score -7662857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7662902.000000 Penalty: 3577.427490
	Iteration 15Q: 3 clusters Score -7662902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7662935.500000 Penalty: 3577.427490
	Iteration 16Q: 3 clusters Score -7662936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7662959.500000 Penalty: 3577.427490
	Iteration 17Q: 3 clusters Score -7662960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7662980.500000 Penalty: 3577.427490
	Iteration 18Q: 3 clusters Score -7662980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7662982.500000 Penalty: 3577.427490
	Iteration 19Q: 3 clusters Score -7662982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7662991.000000 Penalty: 3577.427490
	Iteration 20F: 3 clusters Score -7662991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7662993.500000 Penalty: 3577.427490
	Iteration 21Q: 3 clusters Score -7662994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7663004.500000 Penalty: 3577.427490
	Iteration 22Q: 3 clusters Score -7663004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7663011.000000 Penalty: 3577.427490
	Iteration 23Q: 3 clusters Score -7663011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7663000.000000 Penalty: 3577.427490
	Iteration 24Q: 3 clusters Score -7663000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7663012.000000 Penalty: 3577.427490
	Iteration 25Q: 3 clusters Score -7663012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7663002.500000 Penalty: 3577.427490
	Iteration 26Q: 3 clusters Score -7663002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7663019.000000 Penalty: 3577.427490
	Iteration 27Q: 3 clusters Score -7663019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7663024.500000 Penalty: 3577.427490
	Iteration 28Q: 3 clusters Score -7663024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7663040.000000 Penalty: 3577.427490
	Iteration 29Q: 3 clusters Score -7663040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7663044.500000 Penalty: 3577.427490
	Iteration 30Q: 3 clusters Score -7663044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7663045.500000 Penalty: 3577.427490
	Iteration 31Q: 3 clusters Score -7663046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7663049.500000 Penalty: 3577.427490
	Iteration 32Q: 3 clusters Score -7663050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7663055.000000 Penalty: 3577.427490
	Iteration 33Q: 3 clusters Score -7663055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7663058.500000 Penalty: 3577.427490
	Iteration 34Q: 3 clusters Score -7663058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7663053.000000 Penalty: 3577.427490
	Iteration 35Q: 3 clusters Score -7663053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7663057.500000 Penalty: 3577.427490
	Iteration 36Q: 3 clusters Score -7663058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7663063.500000 Penalty: 3577.427490
	Iteration 37Q: 3 clusters Score -7663064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7663067.500000 Penalty: 3577.427490
	Iteration 38Q: 3 clusters Score -7663068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7663068.000000 Penalty: 3577.427490
	Iteration 39Q: 3 clusters Score -7663068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7663070.500000 Penalty: 3577.427490
	Iteration 40F: 3 clusters Score -7663070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Entering Unmasked Estep 
Score: -898417.625000 Penalty: 1441.893066
	Iteration 0F: 2 clusters Score -898417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -893038.562500 Penalty: 2883.786133
	Iteration 0F: 3 clusters Score -893038.6 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -894668.625000 Penalty: 2883.786133
	Iteration 1F: 3 clusters Score -894668.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -894890.500000 Penalty: 2883.786133
	Iteration 2F: 3 clusters Score -894890.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -895064.937500 Penalty: 2883.786133
	Iteration 3F: 3 clusters Score -895064.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -895210.937500 Penalty: 2883.786133
	Iteration 4Q: 3 clusters Score -895210.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -895346.000000 Penalty: 2883.786133
	Iteration 5Q: 3 clusters Score -895346 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -895468.625000 Penalty: 2883.786133
	Iteration 6Q: 3 clusters Score -895468.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -895591.312500 Penalty: 2883.786133
	Iteration 7Q: 3 clusters Score -895591.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -895732.687500 Penalty: 2883.786133
	Iteration 8Q: 3 clusters Score -895732.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -895870.250000 Penalty: 2883.786133
	Iteration 9Q: 3 clusters Score -895870.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -896048.062500 Penalty: 2883.786133
	Iteration 10Q: 3 clusters Score -896048.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -896239.375000 Penalty: 2883.786133
	Iteration 11Q: 3 clusters Score -896239.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -896408.125000 Penalty: 2883.786133
	Iteration 12Q: 3 clusters Score -896408.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -896575.562500 Penalty: 2883.786133
	Iteration 13Q: 3 clusters Score -896575.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -896706.625000 Penalty: 2883.786133
	Iteration 14Q: 3 clusters Score -896706.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -896790.437500 Penalty: 2883.786133
	Iteration 15Q: 3 clusters Score -896790.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -896856.562500 Penalty: 2883.786133
	Iteration 16Q: 3 clusters Score -896856.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -896913.000000 Penalty: 2883.786133
	Iteration 17Q: 3 clusters Score -896913 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -896964.375000 Penalty: 2883.786133
	Iteration 18Q: 3 clusters Score -896964.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -896998.562500 Penalty: 2883.786133
	Iteration 19Q: 3 clusters Score -896998.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -897036.062500 Penalty: 2883.786133
	Iteration 20F: 3 clusters Score -897036.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -897065.437500 Penalty: 2883.786133
	Iteration 21Q: 3 clusters Score -897065.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -897087.812500 Penalty: 2883.786133
	Iteration 22Q: 3 clusters Score -897087.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -897108.875000 Penalty: 2883.786133
	Iteration 23Q: 3 clusters Score -897108.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -897123.375000 Penalty: 2883.786133
	Iteration 24Q: 3 clusters Score -897123.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -897133.375000 Penalty: 2883.786133
	Iteration 25Q: 3 clusters Score -897133.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -897142.312500 Penalty: 2883.786133
	Iteration 26Q: 3 clusters Score -897142.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -897146.625000 Penalty: 2883.786133
	Iteration 27Q: 3 clusters Score -897146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -897147.750000 Penalty: 2883.786133
	Iteration 28Q: 3 clusters Score -897147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -897151.312500 Penalty: 2883.786133
	Iteration 29Q: 3 clusters Score -897151.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -897152.500000 Penalty: 2883.786133
	Iteration 30Q: 3 clusters Score -897152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -897153.312500 Penalty: 2883.786133
	Iteration 31Q: 3 clusters Score -897153.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -897154.187500 Penalty: 2883.786133
	Iteration 32Q: 3 clusters Score -897154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -897154.562500 Penalty: 2883.786133
	Iteration 33Q: 3 clusters Score -897154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -897157.250000 Penalty: 2883.786133
	Iteration 34Q: 3 clusters Score -897157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -897159.312500 Penalty: 2883.786133
	Iteration 35Q: 3 clusters Score -897159.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -897163.187500 Penalty: 2883.786133
	Iteration 36Q: 3 clusters Score -897163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -897163.937500 Penalty: 2883.786133
	Iteration 37Q: 3 clusters Score -897163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -897170.312500 Penalty: 2883.786133
	Iteration 38Q: 3 clusters Score -897170.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -897176.500000 Penalty: 2883.786133
	Iteration 39Q: 3 clusters Score -897176.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -897179.375000 Penalty: 2883.786133
	Iteration 40F: 3 clusters Score -897179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -897181.937500 Penalty: 2883.786133
	Iteration 41Q: 3 clusters Score -897181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -897182.000000 Penalty: 2883.786133
	Iteration 42Q: 3 clusters Score -897182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -897182.000000 Penalty: 2883.786133
	Iteration 43F: 3 clusters Score -897182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (85479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Entering Unmasked Estep 
Score: -10758445.000000 Penalty: 1845.354126
	Iteration 0F: 2 clusters Score -1.075844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -10703204.000000 Penalty: 3690.708252
	Iteration 0F: 3 clusters Score -1.07032e+07 nChanged 40740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -10727183.000000 Penalty: 3690.708252
	Iteration 1F: 3 clusters Score -1.072718e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -10728271.000000 Penalty: 3690.708252
	Iteration 2Q: 3 clusters Score -1.072827e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -10729773.000000 Penalty: 3690.708252
	Iteration 3Q: 3 clusters Score -1.072977e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -10731906.000000 Penalty: 3690.708252
	Iteration 4F: 3 clusters Score -1.073191e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -10734953.000000 Penalty: 3690.708252
	Iteration 5F: 3 clusters Score -1.073495e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -10739269.000000 Penalty: 3690.708252
	Iteration 6F: 3 clusters Score -1.073927e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -10744505.000000 Penalty: 3690.708252
	Iteration 7F: 3 clusters Score -1.07445e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -10747819.000000 Penalty: 3690.708252
	Iteration 8F: 3 clusters Score -1.074782e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -10749016.000000 Penalty: 3690.708252
	Iteration 9Q: 3 clusters Score -1.074902e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -10749428.000000 Penalty: 3690.708252
	Iteration 10Q: 3 clusters Score -1.074943e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -10749752.000000 Penalty: 3690.708252
	Iteration 11Q: 3 clusters Score -1.074975e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -10749978.000000 Penalty: 3690.708252
	Iteration 12Q: 3 clusters Score -1.074998e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -10750167.000000 Penalty: 3690.708252
	Iteration 13Q: 3 clusters Score -1.075017e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -10750329.000000 Penalty: 3690.708252
	Iteration 14Q: 3 clusters Score -1.075033e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -10750464.000000 Penalty: 3690.708252
	Iteration 15Q: 3 clusters Score -1.075046e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -10750537.000000 Penalty: 3690.708252
	Iteration 16Q: 3 clusters Score -1.075054e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -10750597.000000 Penalty: 3690.708252
	Iteration 17Q: 3 clusters Score -1.07506e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -10750667.000000 Penalty: 3690.708252
	Iteration 18Q: 3 clusters Score -1.075067e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -10750770.000000 Penalty: 3690.708252
	Iteration 19Q: 3 clusters Score -1.075077e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -10750819.000000 Penalty: 3690.708252
	Iteration 20F: 3 clusters Score -1.075082e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -10750831.000000 Penalty: 3690.708252
	Iteration 21Q: 3 clusters Score -1.075083e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -10750864.000000 Penalty: 3690.708252
	Iteration 22Q: 3 clusters Score -1.075086e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -10750903.000000 Penalty: 3690.708252
	Iteration 23Q: 3 clusters Score -1.07509e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -10750921.000000 Penalty: 3690.708252
	Iteration 24Q: 3 clusters Score -1.075092e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -10750964.000000 Penalty: 3690.708252
	Iteration 25Q: 3 clusters Score -1.075096e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -10750989.000000 Penalty: 3690.708252
	Iteration 26Q: 3 clusters Score -1.075099e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -10751005.000000 Penalty: 3690.708252
	Iteration 27Q: 3 clusters Score -1.0751e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -10751014.000000 Penalty: 3690.708252
	Iteration 28Q: 3 clusters Score -1.075101e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -10751014.000000 Penalty: 3690.708252
	Iteration 29Q: 3 clusters Score -1.075101e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -10751057.000000 Penalty: 3690.708252
	Iteration 30Q: 3 clusters Score -1.075106e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -10751091.000000 Penalty: 3690.708252
	Iteration 31Q: 3 clusters Score -1.075109e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -10751116.000000 Penalty: 3690.708252
	Iteration 32Q: 3 clusters Score -1.075112e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -10751147.000000 Penalty: 3690.708252
	Iteration 33Q: 3 clusters Score -1.075115e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -10751209.000000 Penalty: 3690.708252
	Iteration 34Q: 3 clusters Score -1.075121e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -10751257.000000 Penalty: 3690.708252
	Iteration 35Q: 3 clusters Score -1.075126e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -10751264.000000 Penalty: 3690.708252
	Iteration 36Q: 3 clusters Score -1.075126e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -10751282.000000 Penalty: 3690.708252
	Iteration 37Q: 3 clusters Score -1.075128e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -10751309.000000 Penalty: 3690.708252
	Iteration 38Q: 3 clusters Score -1.075131e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -10751351.000000 Penalty: 3690.708252
	Iteration 39Q: 3 clusters Score -1.075135e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -10751345.000000 Penalty: 3690.708252
	Iteration 40F: 3 clusters Score -1.075134e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -10751351.000000 Penalty: 3690.708252
	Iteration 41Q: 3 clusters Score -1.075135e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -10751353.000000 Penalty: 3690.708252
	Iteration 42Q: 3 clusters Score -1.075135e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -10751380.000000 Penalty: 3690.708252
	Iteration 43Q: 3 clusters Score -1.075138e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -10751396.000000 Penalty: 3690.708252
	Iteration 44Q: 3 clusters Score -1.07514e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -10751372.000000 Penalty: 3690.708252
	Iteration 45Q: 3 clusters Score -1.075137e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -10751406.000000 Penalty: 3690.708252
	Iteration 46Q: 3 clusters Score -1.075141e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -10751383.000000 Penalty: 3690.708252
	Iteration 47Q: 3 clusters Score -1.075138e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -10751382.000000 Penalty: 3690.708252
	Iteration 48Q: 3 clusters Score -1.075138e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -10751365.000000 Penalty: 3690.708252
	Iteration 49Q: 3 clusters Score -1.075136e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -10751368.000000 Penalty: 3690.708252
	Iteration 50Q: 3 clusters Score -1.075137e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -10751386.000000 Penalty: 3690.708252
	Iteration 51Q: 3 clusters Score -1.075139e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -10751376.000000 Penalty: 3690.708252
	Iteration 52Q: 3 clusters Score -1.075138e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -10751381.000000 Penalty: 3690.708252
	Iteration 53Q: 3 clusters Score -1.075138e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -10751396.000000 Penalty: 3690.708252
	Iteration 54Q: 3 clusters Score -1.07514e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -10751392.000000 Penalty: 3690.708252
	Iteration 55Q: 3 clusters Score -1.075139e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -10751398.000000 Penalty: 3690.708252
	Iteration 56Q: 3 clusters Score -1.07514e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -10751394.000000 Penalty: 3690.708252
	Iteration 57Q: 3 clusters Score -1.075139e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -10751417.000000 Penalty: 3690.708252
	Iteration 58Q: 3 clusters Score -1.075142e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -10751459.000000 Penalty: 3690.708252
	Iteration 59Q: 3 clusters Score -1.075146e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -10751476.000000 Penalty: 3690.708252
	Iteration 60F: 3 clusters Score -1.075148e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -10751490.000000 Penalty: 3690.708252
	Iteration 61Q: 3 clusters Score -1.075149e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -10751511.000000 Penalty: 3690.708252
	Iteration 62Q: 3 clusters Score -1.075151e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -10751542.000000 Penalty: 3690.708252
	Iteration 63Q: 3 clusters Score -1.075154e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -10751598.000000 Penalty: 3690.708252
	Iteration 64Q: 3 clusters Score -1.07516e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -10751621.000000 Penalty: 3690.708252
	Iteration 65Q: 3 clusters Score -1.075162e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -10751661.000000 Penalty: 3690.708252
	Iteration 66Q: 3 clusters Score -1.075166e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -10751696.000000 Penalty: 3690.708252
	Iteration 67Q: 3 clusters Score -1.07517e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -10751721.000000 Penalty: 3690.708252
	Iteration 68Q: 3 clusters Score -1.075172e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -10751720.000000 Penalty: 3690.708252
	Iteration 69Q: 3 clusters Score -1.075172e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -10751736.000000 Penalty: 3690.708252
	Iteration 70Q: 3 clusters Score -1.075174e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -10751782.000000 Penalty: 3690.708252
	Iteration 71Q: 3 clusters Score -1.075178e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -10751810.000000 Penalty: 3690.708252
	Iteration 72Q: 3 clusters Score -1.075181e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -10751846.000000 Penalty: 3690.708252
	Iteration 73Q: 3 clusters Score -1.075185e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -10751869.000000 Penalty: 3690.708252
	Iteration 74Q: 3 clusters Score -1.075187e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -10751919.000000 Penalty: 3690.708252
	Iteration 75Q: 3 clusters Score -1.075192e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -10751965.000000 Penalty: 3690.708252
	Iteration 76Q: 3 clusters Score -1.075196e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -10752010.000000 Penalty: 3690.708252
	Iteration 77Q: 3 clusters Score -1.075201e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -10752048.000000 Penalty: 3690.708252
	Iteration 78Q: 3 clusters Score -1.075205e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -10752071.000000 Penalty: 3690.708252
	Iteration 79Q: 3 clusters Score -1.075207e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -10752118.000000 Penalty: 3690.708252
	Iteration 80F: 3 clusters Score -1.075212e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -10752120.000000 Penalty: 3690.708252
	Iteration 81Q: 3 clusters Score -1.075212e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -10752187.000000 Penalty: 3690.708252
	Iteration 82Q: 3 clusters Score -1.075219e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -10752199.000000 Penalty: 3690.708252
	Iteration 83Q: 3 clusters Score -1.07522e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -10752229.000000 Penalty: 3690.708252
	Iteration 84Q: 3 clusters Score -1.075223e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -10752250.000000 Penalty: 3690.708252
	Iteration 85Q: 3 clusters Score -1.075225e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -10752317.000000 Penalty: 3690.708252
	Iteration 86Q: 3 clusters Score -1.075232e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -10752329.000000 Penalty: 3690.708252
	Iteration 87Q: 3 clusters Score -1.075233e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -10752323.000000 Penalty: 3690.708252
	Iteration 88Q: 3 clusters Score -1.075232e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -10752382.000000 Penalty: 3690.708252
	Iteration 89Q: 3 clusters Score -1.075238e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -10752500.000000 Penalty: 3690.708252
	Iteration 90Q: 3 clusters Score -1.07525e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -10752539.000000 Penalty: 3690.708252
	Iteration 91Q: 3 clusters Score -1.075254e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -10752586.000000 Penalty: 3690.708252
	Iteration 92Q: 3 clusters Score -1.075259e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -10752611.000000 Penalty: 3690.708252
	Iteration 93Q: 3 clusters Score -1.075261e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -10752661.000000 Penalty: 3690.708252
	Iteration 94Q: 3 clusters Score -1.075266e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -10752707.000000 Penalty: 3690.708252
	Iteration 95Q: 3 clusters Score -1.075271e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -10752712.000000 Penalty: 3690.708252
	Iteration 96Q: 3 clusters Score -1.075271e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -10752700.000000 Penalty: 3690.708252
	Iteration 97Q: 3 clusters Score -1.07527e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -10752717.000000 Penalty: 3690.708252
	Iteration 98Q: 3 clusters Score -1.075272e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -10752752.000000 Penalty: 3690.708252
	Iteration 99Q: 3 clusters Score -1.075275e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -10752771.000000 Penalty: 3690.708252
	Iteration 100F: 3 clusters Score -1.075277e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -10752809.000000 Penalty: 3690.708252
	Iteration 101Q: 3 clusters Score -1.075281e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -10752823.000000 Penalty: 3690.708252
	Iteration 102Q: 3 clusters Score -1.075282e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -10752842.000000 Penalty: 3690.708252
	Iteration 103Q: 3 clusters Score -1.075284e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -10752872.000000 Penalty: 3690.708252
	Iteration 104Q: 3 clusters Score -1.075287e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 60526 members 
Entering Unmasked Estep 
Score: -10752926.000000 Penalty: 3690.708252
	Iteration 105Q: 3 clusters Score -1.075293e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -10752979.000000 Penalty: 3690.708252
	Iteration 106Q: 3 clusters Score -1.075298e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -10753027.000000 Penalty: 3690.708252
	Iteration 107Q: 3 clusters Score -1.075303e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -10753013.000000 Penalty: 3690.708252
	Iteration 108Q: 3 clusters Score -1.075301e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -10753060.000000 Penalty: 3690.708252
	Iteration 109Q: 3 clusters Score -1.075306e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -10753057.000000 Penalty: 3690.708252
	Iteration 110Q: 3 clusters Score -1.075306e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.075306e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -10753111.000000 Penalty: 3690.708252
	Iteration 112Q: 3 clusters Score -1.075311e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -10753178.000000 Penalty: 3690.708252
	Iteration 113Q: 3 clusters Score -1.075318e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -10753196.000000 Penalty: 3690.708252
	Iteration 114Q: 3 clusters Score -1.07532e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -10753192.000000 Penalty: 3690.708252
	Iteration 115Q: 3 clusters Score -1.075319e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -10753236.000000 Penalty: 3690.708252
	Iteration 116Q: 3 clusters Score -1.075324e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -10753298.000000 Penalty: 3690.708252
	Iteration 117Q: 3 clusters Score -1.07533e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -10753366.000000 Penalty: 3690.708252
	Iteration 118Q: 3 clusters Score -1.075337e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -10753422.000000 Penalty: 3690.708252
	Iteration 119Q: 3 clusters Score -1.075342e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -10753499.000000 Penalty: 3690.708252
	Iteration 120F: 3 clusters Score -1.07535e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -10753516.000000 Penalty: 3690.708252
	Iteration 121Q: 3 clusters Score -1.075352e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -10753637.000000 Penalty: 3690.708252
	Iteration 122Q: 3 clusters Score -1.075364e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -10753670.000000 Penalty: 3690.708252
	Iteration 123Q: 3 clusters Score -1.075367e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -10753797.000000 Penalty: 3690.708252
	Iteration 124Q: 3 clusters Score -1.07538e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -10753900.000000 Penalty: 3690.708252
	Iteration 125Q: 3 clusters Score -1.07539e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -10754047.000000 Penalty: 3690.708252
	Iteration 126Q: 3 clusters Score -1.075405e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -10754161.000000 Penalty: 3690.708252
	Iteration 127Q: 3 clusters Score -1.075416e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -10754314.000000 Penalty: 3690.708252
	Iteration 128Q: 3 clusters Score -1.075431e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -10754414.000000 Penalty: 3690.708252
	Iteration 129Q: 3 clusters Score -1.075441e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -10754516.000000 Penalty: 3690.708252
	Iteration 130Q: 3 clusters Score -1.075452e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -10754678.000000 Penalty: 3690.708252
	Iteration 131Q: 3 clusters Score -1.075468e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -10754762.000000 Penalty: 3690.708252
	Iteration 132Q: 3 clusters Score -1.075476e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -10754923.000000 Penalty: 3690.708252
	Iteration 133Q: 3 clusters Score -1.075492e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 72576 members 
Entering Unmasked Estep 
Score: -10755080.000000 Penalty: 3690.708252
	Iteration 134Q: 3 clusters Score -1.075508e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 73260 members 
Entering Unmasked Estep 
Score: -10755290.000000 Penalty: 3690.708252
	Iteration 135Q: 3 clusters Score -1.075529e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -10755428.000000 Penalty: 3690.708252
	Iteration 136Q: 3 clusters Score -1.075543e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -10755562.000000 Penalty: 3690.708252
	Iteration 137Q: 3 clusters Score -1.075556e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -10755718.000000 Penalty: 3690.708252
	Iteration 138Q: 3 clusters Score -1.075572e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 75643 members 
Entering Unmasked Estep 
Score: -10755964.000000 Penalty: 3690.708252
	Iteration 139Q: 3 clusters Score -1.075596e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -10756123.000000 Penalty: 3690.708252
	Iteration 140F: 3 clusters Score -1.075612e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -10756289.000000 Penalty: 3690.708252
	Iteration 141Q: 3 clusters Score -1.075629e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -10756382.000000 Penalty: 3690.708252
	Iteration 142Q: 3 clusters Score -1.075638e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -10756556.000000 Penalty: 3690.708252
	Iteration 143Q: 3 clusters Score -1.075656e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 78962 members 
Entering Unmasked Estep 
Score: -10756653.000000 Penalty: 3690.708252
	Iteration 144Q: 3 clusters Score -1.075665e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -10756747.000000 Penalty: 3690.708252
	Iteration 145Q: 3 clusters Score -1.075675e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -10756821.000000 Penalty: 3690.708252
	Iteration 146Q: 3 clusters Score -1.075682e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -10756927.000000 Penalty: 3690.708252
	Iteration 147Q: 3 clusters Score -1.075693e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -10757118.000000 Penalty: 3690.708252
	Iteration 148Q: 3 clusters Score -1.075712e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -10757109.000000 Penalty: 3690.708252
	Iteration 149Q: 3 clusters Score -1.075711e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -10757201.000000 Penalty: 3690.708252
	Iteration 150Q: 3 clusters Score -1.07572e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -10757190.000000 Penalty: 3690.708252
	Iteration 151Q: 3 clusters Score -1.075719e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -10757210.000000 Penalty: 3690.708252
	Iteration 152Q: 3 clusters Score -1.075721e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -10757215.000000 Penalty: 3690.708252
	Iteration 153Q: 3 clusters Score -1.075722e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -10757207.000000 Penalty: 3690.708252
	Iteration 154Q: 3 clusters Score -1.075721e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 84515 members 
Entering Unmasked Estep 
Score: -10757218.000000 Penalty: 3690.708252
	Iteration 155Q: 3 clusters Score -1.075722e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -10757174.000000 Penalty: 3690.708252
	Iteration 156Q: 3 clusters Score -1.075717e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -10757147.000000 Penalty: 3690.708252
	Iteration 157Q: 3 clusters Score -1.075715e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -10757133.000000 Penalty: 3690.708252
	Iteration 158Q: 3 clusters Score -1.075713e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -10757141.000000 Penalty: 3690.708252
	Iteration 159Q: 3 clusters Score -1.075714e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 84845 members 
Entering Unmasked Estep 
Score: -10757125.000000 Penalty: 3690.708252
	Iteration 160F: 3 clusters Score -1.075712e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.075712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 84882 members 
Entering Unmasked Estep 
Score: -10757122.000000 Penalty: 3690.708252
	Iteration 162Q: 3 clusters Score -1.075712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -10757112.000000 Penalty: 3690.708252
	Iteration 163Q: 3 clusters Score -1.075711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.075712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 84916 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.075712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.075712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 84950 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.075712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 84964 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.075712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.075712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -10757107.000000 Penalty: 3690.708252
	Iteration 170Q: 3 clusters Score -1.075711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -10757115.000000 Penalty: 3690.708252
	Iteration 171Q: 3 clusters Score -1.075712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -10757105.000000 Penalty: 3690.708252
	Iteration 172Q: 3 clusters Score -1.07571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -10757089.000000 Penalty: 3690.708252
	Iteration 173Q: 3 clusters Score -1.075709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -10757104.000000 Penalty: 3690.708252
	Iteration 174Q: 3 clusters Score -1.07571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 85033 members 
Entering Unmasked Estep 
Score: -10757099.000000 Penalty: 3690.708252
	Iteration 175Q: 3 clusters Score -1.07571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 85041 members 
Entering Unmasked Estep 
Score: -10757106.000000 Penalty: 3690.708252
	Iteration 176Q: 3 clusters Score -1.075711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -10757114.000000 Penalty: 3690.708252
	Iteration 177Q: 3 clusters Score -1.075711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -10757122.000000 Penalty: 3690.708252
	Iteration 178Q: 3 clusters Score -1.075712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -10757123.000000 Penalty: 3690.708252
	Iteration 179Q: 3 clusters Score -1.075712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -10757121.000000 Penalty: 3690.708252
	Iteration 180F: 3 clusters Score -1.075712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -10757114.000000 Penalty: 3690.708252
	Iteration 181Q: 3 clusters Score -1.075711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -10757116.000000 Penalty: 3690.708252
	Iteration 182Q: 3 clusters Score -1.075712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -10757119.000000 Penalty: 3690.708252
	Iteration 183Q: 3 clusters Score -1.075712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -10757121.000000 Penalty: 3690.708252
	Iteration 184Q: 3 clusters Score -1.075712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -10757116.000000 Penalty: 3690.708252
	Iteration 185Q: 3 clusters Score -1.075712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -10757113.000000 Penalty: 3690.708252
	Iteration 186Q: 3 clusters Score -1.075711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -10757115.000000 Penalty: 3690.708252
	Iteration 187Q: 3 clusters Score -1.075712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -10757113.000000 Penalty: 3690.708252
	Iteration 188Q: 3 clusters Score -1.075711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -10757115.000000 Penalty: 3690.708252
	Iteration 189Q: 3 clusters Score -1.075712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -10757104.000000 Penalty: 3690.708252
	Iteration 190Q: 3 clusters Score -1.07571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -10757105.000000 Penalty: 3690.708252
	Iteration 191Q: 3 clusters Score -1.07571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -10757101.000000 Penalty: 3690.708252
	Iteration 192Q: 3 clusters Score -1.07571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -10757101.000000 Penalty: 3690.708252
	Iteration 193F: 3 clusters Score -1.07571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45934.722656 Penalty: 1008.568604
	Iteration 0F: 2 clusters Score -45934.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44926.414062 Penalty: 2017.137207
	Iteration 0F: 3 clusters Score -44926.41 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45292.507812 Penalty: 2017.137207
	Iteration 1F: 3 clusters Score -45292.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45421.328125 Penalty: 2017.137207
	Iteration 2F: 3 clusters Score -45421.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45512.281250 Penalty: 2017.137207
	Iteration 3Q: 3 clusters Score -45512.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45684.976562 Penalty: 2017.137207
	Iteration 4Q: 3 clusters Score -45684.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45884.406250 Penalty: 2017.137207
	Iteration 5F: 3 clusters Score -45884.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45988.359375 Penalty: 2017.137207
	Iteration 6Q: 3 clusters Score -45988.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46049.304688 Penalty: 2017.137207
	Iteration 7Q: 3 clusters Score -46049.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46089.167969 Penalty: 2017.137207
	Iteration 8Q: 3 clusters Score -46089.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46128.722656 Penalty: 2017.137207
	Iteration 9Q: 3 clusters Score -46128.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46142.980469 Penalty: 2017.137207
	Iteration 10Q: 3 clusters Score -46142.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46155.953125 Penalty: 2017.137207
	Iteration 11Q: 3 clusters Score -46155.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46157.843750 Penalty: 2017.137207
	Iteration 12Q: 3 clusters Score -46157.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46158.539062 Penalty: 2017.137207
	Iteration 13Q: 3 clusters Score -46158.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46158.539062 Penalty: 2017.137207
	Iteration 14F: 3 clusters Score -46158.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 88123 members 
Mstep: Class 3 contains 85362 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 31533 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 53824 members 
Mstep: Class 8 contains 93088 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 14378 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 100131 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 5529 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 3310 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 97084 members 
Mstep: Class 21 contains 32638 members 
Mstep: Class 22 contains 3373 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 60323 members 
Mstep: Class 25 contains 7138 members 
Mstep: Class 26 contains 85479 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 8368 members 
Mstep: Class 30 contains 3557 members 
Mstep: Class 31 contains 3940 members 
Mstep: Class 32 contains 214 members 
Entering Unmasked Estep 
Score: -102220096.000000 Penalty: 70941.500000
Splitting cluster 27 changes total score from -102220312.000000 to -102220096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -21518.935547 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -21518.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21014.054688 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -21014.05 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22054.310547 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -22054.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22436.464844 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -22436.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22649.910156 Penalty: 1935.647095
	Iteration 3Q: 3 clusters Score -22649.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22834.898438 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -22834.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23099.710938 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -23099.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23119.589844 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -23119.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23123.552734 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -23123.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23131.087891 Penalty: 1935.647095
	Iteration 8F: 3 clusters Score -23131.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23180.810547 Penalty: 1935.647095
	Iteration 9Q: 3 clusters Score -23180.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23216.052734 Penalty: 1935.647095
	Iteration 10Q: 3 clusters Score -23216.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23246.595703 Penalty: 1935.647095
	Iteration 11Q: 3 clusters Score -23246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23248.183594 Penalty: 1935.647095
	Iteration 12Q: 3 clusters Score -23248.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23248.183594 Penalty: 1935.647095
	Iteration 13F: 3 clusters Score -23248.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 88123 members 
Mstep: Class 3 contains 85362 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 31533 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 53824 members 
Mstep: Class 8 contains 93088 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 14378 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 100131 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 5529 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 3310 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 97084 members 
Mstep: Class 21 contains 32638 members 
Mstep: Class 22 contains 3373 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 60323 members 
Mstep: Class 25 contains 7138 members 
Mstep: Class 26 contains 85479 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 8368 members 
Mstep: Class 30 contains 3557 members 
Mstep: Class 31 contains 3940 members 
Mstep: Class 32 contains 246 members 
Entering Unmasked Estep 
Score: -102221640.000000 Penalty: 70941.500000
Splitting cluster 28 changes total score from -102220312.000000 to -102221640.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 29 (8368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Entering Unmasked Estep 
Score: -1011655.375000 Penalty: 1467.727661
	Iteration 0F: 2 clusters Score -1011655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1005593.937500 Penalty: 2935.455322
	Iteration 0F: 3 clusters Score -1005594 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1007516.437500 Penalty: 2935.455322
	Iteration 1F: 3 clusters Score -1007516 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1007784.875000 Penalty: 2935.455322
	Iteration 2F: 3 clusters Score -1007785 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1008010.125000 Penalty: 2935.455322
	Iteration 3F: 3 clusters Score -1008010 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1008224.937500 Penalty: 2935.455322
	Iteration 4Q: 3 clusters Score -1008225 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1008443.125000 Penalty: 2935.455322
	Iteration 5Q: 3 clusters Score -1008443 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1008697.937500 Penalty: 2935.455322
	Iteration 6Q: 3 clusters Score -1008698 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1008998.000000 Penalty: 2935.455322
	Iteration 7Q: 3 clusters Score -1008998 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1009329.125000 Penalty: 2935.455322
	Iteration 8Q: 3 clusters Score -1009329 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1009646.375000 Penalty: 2935.455322
	Iteration 9Q: 3 clusters Score -1009646 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1009931.625000 Penalty: 2935.455322
	Iteration 10Q: 3 clusters Score -1009932 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1010138.187500 Penalty: 2935.455322
	Iteration 11Q: 3 clusters Score -1010138 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1010272.375000 Penalty: 2935.455322
	Iteration 12Q: 3 clusters Score -1010272 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1010384.625000 Penalty: 2935.455322
	Iteration 13Q: 3 clusters Score -1010385 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1010452.250000 Penalty: 2935.455322
	Iteration 14Q: 3 clusters Score -1010452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1010513.437500 Penalty: 2935.455322
	Iteration 15Q: 3 clusters Score -1010513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1010574.687500 Penalty: 2935.455322
	Iteration 16Q: 3 clusters Score -1010575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1010622.000000 Penalty: 2935.455322
	Iteration 17Q: 3 clusters Score -1010622 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1010663.125000 Penalty: 2935.455322
	Iteration 18Q: 3 clusters Score -1010663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1010683.625000 Penalty: 2935.455322
	Iteration 19Q: 3 clusters Score -1010684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1010693.625000 Penalty: 2935.455322
	Iteration 20F: 3 clusters Score -1010694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1010705.875000 Penalty: 2935.455322
	Iteration 21Q: 3 clusters Score -1010706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1010714.062500 Penalty: 2935.455322
	Iteration 22Q: 3 clusters Score -1010714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1010717.062500 Penalty: 2935.455322
	Iteration 23Q: 3 clusters Score -1010717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1010717.250000 Penalty: 2935.455322
	Iteration 24Q: 3 clusters Score -1010717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1010718.312500 Penalty: 2935.455322
	Iteration 25Q: 3 clusters Score -1010718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1010720.250000 Penalty: 2935.455322
	Iteration 26Q: 3 clusters Score -1010720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1010720.875000 Penalty: 2935.455322
	Iteration 27Q: 3 clusters Score -1010721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1010722.125000 Penalty: 2935.455322
	Iteration 28Q: 3 clusters Score -1010722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1010721.750000 Penalty: 2935.455322
	Iteration 29Q: 3 clusters Score -1010722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1010720.937500 Penalty: 2935.455322
	Iteration 30Q: 3 clusters Score -1010721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1010720.937500 Penalty: 2935.455322
	Iteration 31F: 3 clusters Score -1010721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -396225.843750 Penalty: 1328.709351
	Iteration 0F: 2 clusters Score -396225.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -393278.156250 Penalty: 2657.418701
	Iteration 0F: 3 clusters Score -393278.2 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -394264.406250 Penalty: 2657.418701
	Iteration 1F: 3 clusters Score -394264.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -394598.375000 Penalty: 2657.418701
	Iteration 2F: 3 clusters Score -394598.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -394869.781250 Penalty: 2657.418701
	Iteration 3F: 3 clusters Score -394869.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -395141.000000 Penalty: 2657.418701
	Iteration 4F: 3 clusters Score -395141 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -395398.593750 Penalty: 2657.418701
	Iteration 5F: 3 clusters Score -395398.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -395627.593750 Penalty: 2657.418701
	Iteration 6F: 3 clusters Score -395627.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -395825.156250 Penalty: 2657.418701
	Iteration 7Q: 3 clusters Score -395825.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -395974.406250 Penalty: 2657.418701
	Iteration 8Q: 3 clusters Score -395974.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -396087.218750 Penalty: 2657.418701
	Iteration 9Q: 3 clusters Score -396087.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -396184.250000 Penalty: 2657.418701
	Iteration 10Q: 3 clusters Score -396184.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -396358.781250 Penalty: 2657.418701
	Iteration 11Q: 3 clusters Score -396358.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -396653.062500 Penalty: 2657.418701
	Iteration 12Q: 3 clusters Score -396653.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -396871.781250 Penalty: 2657.418701
	Iteration 13Q: 3 clusters Score -396871.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -397026.625000 Penalty: 2657.418701
	Iteration 14Q: 3 clusters Score -397026.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -397097.125000 Penalty: 2657.418701
	Iteration 15Q: 3 clusters Score -397097.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -397118.687500 Penalty: 2657.418701
	Iteration 16Q: 3 clusters Score -397118.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -397127.156250 Penalty: 2657.418701
	Iteration 17Q: 3 clusters Score -397127.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -397134.250000 Penalty: 2657.418701
	Iteration 18Q: 3 clusters Score -397134.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -397137.218750 Penalty: 2657.418701
	Iteration 19Q: 3 clusters Score -397137.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -397140.062500 Penalty: 2657.418701
	Iteration 20F: 3 clusters Score -397140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -397141.250000 Penalty: 2657.418701
	Iteration 21Q: 3 clusters Score -397141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -397141.656250 Penalty: 2657.418701
	Iteration 22Q: 3 clusters Score -397141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -397141.656250 Penalty: 2657.418701
	Iteration 23F: 3 clusters Score -397141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 88123 members 
Mstep: Class 3 contains 85362 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 31533 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 53824 members 
Mstep: Class 8 contains 93088 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 14378 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 100131 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 5529 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 3310 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 97084 members 
Mstep: Class 21 contains 32638 members 
Mstep: Class 22 contains 3373 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 60323 members 
Mstep: Class 25 contains 7138 members 
Mstep: Class 26 contains 85479 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 8368 members 
Mstep: Class 30 contains 2111 members 
Mstep: Class 31 contains 3940 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 1446 members 
Entering Unmasked Estep 
Score: -102221616.000000 Penalty: 73158.421875
Splitting cluster 30 changes total score from -102220312.000000 to -102221616.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 88123 members 
Mstep: Class 3 contains 85362 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 31533 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 53824 members 
Mstep: Class 8 contains 93088 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 14378 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 100131 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 5529 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 3310 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 97084 members 
Mstep: Class 21 contains 32638 members 
Mstep: Class 22 contains 3373 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 60323 members 
Mstep: Class 25 contains 7138 members 
Mstep: Class 26 contains 85479 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 8368 members 
Mstep: Class 30 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223528.000000 Penalty: 73158.421875
Iteration 79Q: 34 clusters Score -1.022235e+08 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 91955 members 
Mstep: Class 3 contains 83627 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 31489 members 
Mstep: Class 6 contains 2587 members 
Mstep: Class 7 contains 53680 members 
Mstep: Class 8 contains 92783 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 14351 members 
Mstep: Class 11 contains 6679 members 
Mstep: Class 12 contains 3627 members 
Mstep: Class 13 contains 99560 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 5520 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 3317 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 9647 members 
Mstep: Class 20 contains 96554 members 
Mstep: Class 21 contains 31936 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 60102 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 85103 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 147 members 
Mstep: Class 29 contains 8322 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3916 members 
Mstep: Class 32 contains 248 members 
Mstep: Class 33 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225432.000000 Penalty: 73158.421875
Iteration 80F: 34 clusters Score -1.022254e+08 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 96002 members 
Mstep: Class 3 contains 81355 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 53548 members 
Mstep: Class 8 contains 92570 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 14285 members 
Mstep: Class 11 contains 6675 members 
Mstep: Class 12 contains 3602 members 
Mstep: Class 13 contains 99313 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 5504 members 
Mstep: Class 16 contains 386 members 
Mstep: Class 17 contains 3305 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 9631 members 
Mstep: Class 20 contains 96090 members 
Mstep: Class 21 contains 31303 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 59805 members 
Mstep: Class 25 contains 7478 members 
Mstep: Class 26 contains 84728 members 
Mstep: Class 27 contains 489 members 
Mstep: Class 28 contains 148 members 
Mstep: Class 29 contains 8282 members 
Mstep: Class 30 contains 2265 members 
Mstep: Class 31 contains 4085 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224520.000000 Penalty: 73158.421875
Iteration 81Q: 34 clusters Score -1.022245e+08 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 98868 members 
Mstep: Class 3 contains 78952 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 31354 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 53416 members 
Mstep: Class 8 contains 92481 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 14217 members 
Mstep: Class 11 contains 6685 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 99939 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 5496 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 3323 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 9607 members 
Mstep: Class 20 contains 95663 members 
Mstep: Class 21 contains 30805 members 
Mstep: Class 22 contains 3203 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 59506 members 
Mstep: Class 25 contains 7774 members 
Mstep: Class 26 contains 84513 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 150 members 
Mstep: Class 29 contains 8248 members 
Mstep: Class 30 contains 2244 members 
Mstep: Class 31 contains 4197 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220488.000000 Penalty: 73158.421875
Iteration 82Q: 34 clusters Score -1.022205e+08 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 99978 members 
Mstep: Class 3 contains 76895 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 31276 members 
Mstep: Class 6 contains 2647 members 
Mstep: Class 7 contains 53293 members 
Mstep: Class 8 contains 92471 members 
Mstep: Class 9 contains 419 members 
Mstep: Class 10 contains 14214 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 101164 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 380 members 
Mstep: Class 17 contains 3328 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 95250 members 
Mstep: Class 21 contains 30558 members 
Mstep: Class 22 contains 3174 members 
Mstep: Class 23 contains 1745 members 
Mstep: Class 24 contains 59227 members 
Mstep: Class 25 contains 8098 members 
Mstep: Class 26 contains 84690 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 151 members 
Mstep: Class 29 contains 8209 members 
Mstep: Class 30 contains 2224 members 
Mstep: Class 31 contains 4279 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217768.000000 Penalty: 73158.421875
Iteration 83Q: 34 clusters Score -1.022178e+08 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 99779 members 
Mstep: Class 3 contains 75315 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 31206 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 7 contains 53172 members 
Mstep: Class 8 contains 92486 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 14213 members 
Mstep: Class 11 contains 6701 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 102669 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 380 members 
Mstep: Class 17 contains 3332 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 9586 members 
Mstep: Class 20 contains 95016 members 
Mstep: Class 21 contains 30443 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 58971 members 
Mstep: Class 25 contains 8440 members 
Mstep: Class 26 contains 85086 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 8179 members 
Mstep: Class 30 contains 2201 members 
Mstep: Class 31 contains 4353 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217608.000000 Penalty: 73158.421875
Iteration 84Q: 34 clusters Score -1.022176e+08 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 98983 members 
Mstep: Class 3 contains 74358 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 31127 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 53064 members 
Mstep: Class 8 contains 92501 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 14214 members 
Mstep: Class 11 contains 6726 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 104047 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 3342 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 9591 members 
Mstep: Class 20 contains 94826 members 
Mstep: Class 21 contains 30371 members 
Mstep: Class 22 contains 3114 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 58713 members 
Mstep: Class 25 contains 8743 members 
Mstep: Class 26 contains 85477 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 8157 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218024.000000 Penalty: 73158.421875
Iteration 85Q: 34 clusters Score -1.02218e+08 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 98032 members 
Mstep: Class 3 contains 73984 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 31060 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 52964 members 
Mstep: Class 8 contains 92516 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 14210 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 105159 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 3346 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 9584 members 
Mstep: Class 20 contains 94594 members 
Mstep: Class 21 contains 30274 members 
Mstep: Class 22 contains 3096 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 58430 members 
Mstep: Class 25 contains 9041 members 
Mstep: Class 26 contains 85839 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 8139 members 
Mstep: Class 30 contains 2178 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218656.000000 Penalty: 73158.421875
Iteration 86Q: 34 clusters Score -1.022187e+08 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 97041 members 
Mstep: Class 3 contains 74097 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 31002 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 52866 members 
Mstep: Class 8 contains 92560 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 14186 members 
Mstep: Class 11 contains 6749 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 106066 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 5432 members 
Mstep: Class 16 contains 377 members 
Mstep: Class 17 contains 3350 members 
Mstep: Class 18 contains 3402 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 94313 members 
Mstep: Class 21 contains 30164 members 
Mstep: Class 22 contains 3086 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 58125 members 
Mstep: Class 25 contains 9266 members 
Mstep: Class 26 contains 86109 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 8123 members 
Mstep: Class 30 contains 2169 members 
Mstep: Class 31 contains 4543 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219920.000000 Penalty: 73158.421875
Iteration 87Q: 34 clusters Score -1.022199e+08 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 96216 members 
Mstep: Class 3 contains 74527 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 30944 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 52754 members 
Mstep: Class 8 contains 92604 members 
Mstep: Class 9 contains 422 members 
Mstep: Class 10 contains 14174 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 3519 members 
Mstep: Class 13 contains 106751 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 5419 members 
Mstep: Class 16 contains 377 members 
Mstep: Class 17 contains 3355 members 
Mstep: Class 18 contains 3402 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 93966 members 
Mstep: Class 21 contains 30018 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 57831 members 
Mstep: Class 25 contains 9429 members 
Mstep: Class 26 contains 86310 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 8113 members 
Mstep: Class 30 contains 2165 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221328.000000 Penalty: 73158.421875
Iteration 88Q: 34 clusters Score -1.022213e+08 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 95479 members 
Mstep: Class 3 contains 75314 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 30873 members 
Mstep: Class 6 contains 2719 members 
Mstep: Class 7 contains 52618 members 
Mstep: Class 8 contains 92656 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 14164 members 
Mstep: Class 11 contains 6770 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 107218 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 5418 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 3397 members 
Mstep: Class 19 contains 9558 members 
Mstep: Class 20 contains 93583 members 
Mstep: Class 21 contains 29836 members 
Mstep: Class 22 contains 3061 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 57545 members 
Mstep: Class 25 contains 9579 members 
Mstep: Class 26 contains 86412 members 
Mstep: Class 27 contains 489 members 
Mstep: Class 28 contains 153 members 
Mstep: Class 29 contains 8100 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 4640 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222328.000000 Penalty: 73158.421875
Iteration 89Q: 34 clusters Score -1.022223e+08 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 94880 members 
Mstep: Class 3 contains 76287 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 30800 members 
Mstep: Class 6 contains 2730 members 
Mstep: Class 7 contains 52514 members 
Mstep: Class 8 contains 92748 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 14147 members 
Mstep: Class 11 contains 6766 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 107443 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 3396 members 
Mstep: Class 19 contains 9551 members 
Mstep: Class 20 contains 93252 members 
Mstep: Class 21 contains 29648 members 
Mstep: Class 22 contains 3045 members 
Mstep: Class 23 contains 1736 members 
Mstep: Class 24 contains 57224 members 
Mstep: Class 25 contains 9694 members 
Mstep: Class 26 contains 86461 members 
Mstep: Class 27 contains 489 members 
Mstep: Class 28 contains 153 members 
Mstep: Class 29 contains 8092 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 4686 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223312.000000 Penalty: 73158.421875
Iteration 90Q: 34 clusters Score -1.022233e+08 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 94376 members 
Mstep: Class 3 contains 77439 members 
Mstep: Class 4 contains 2089 members 
Mstep: Class 5 contains 30733 members 
Mstep: Class 6 contains 2740 members 
Mstep: Class 7 contains 52436 members 
Mstep: Class 8 contains 92768 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 14131 members 
Mstep: Class 11 contains 6766 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 107516 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5412 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 3393 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 92834 members 
Mstep: Class 21 contains 29441 members 
Mstep: Class 22 contains 3036 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 56966 members 
Mstep: Class 25 contains 9814 members 
Mstep: Class 26 contains 86447 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 153 members 
Mstep: Class 29 contains 8084 members 
Mstep: Class 30 contains 2141 members 
Mstep: Class 31 contains 4727 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224544.000000 Penalty: 73158.421875
Iteration 91Q: 34 clusters Score -1.022245e+08 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 93998 members 
Mstep: Class 3 contains 78685 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 30673 members 
Mstep: Class 6 contains 2744 members 
Mstep: Class 7 contains 52363 members 
Mstep: Class 8 contains 92799 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 14127 members 
Mstep: Class 11 contains 6766 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 107430 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5412 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3386 members 
Mstep: Class 18 contains 3391 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 92412 members 
Mstep: Class 21 contains 29251 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 56705 members 
Mstep: Class 25 contains 9902 members 
Mstep: Class 26 contains 86385 members 
Mstep: Class 27 contains 491 members 
Mstep: Class 28 contains 153 members 
Mstep: Class 29 contains 8080 members 
Mstep: Class 30 contains 2138 members 
Mstep: Class 31 contains 4767 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225312.000000 Penalty: 73158.421875
Iteration 92Q: 34 clusters Score -1.022253e+08 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 93578 members 
Mstep: Class 3 contains 80156 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 30631 members 
Mstep: Class 6 contains 2750 members 
Mstep: Class 7 contains 52285 members 
Mstep: Class 8 contains 92870 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 14110 members 
Mstep: Class 11 contains 6756 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 107317 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5409 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 3384 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 91896 members 
Mstep: Class 21 contains 29015 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 56432 members 
Mstep: Class 25 contains 10005 members 
Mstep: Class 26 contains 86308 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 8063 members 
Mstep: Class 30 contains 2132 members 
Mstep: Class 31 contains 4803 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226024.000000 Penalty: 73158.421875
Iteration 93Q: 34 clusters Score -1.02226e+08 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 93350 members 
Mstep: Class 3 contains 81632 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 30577 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 52223 members 
Mstep: Class 8 contains 92934 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 14102 members 
Mstep: Class 11 contains 6745 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 107090 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5403 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 91443 members 
Mstep: Class 21 contains 28789 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 56163 members 
Mstep: Class 25 contains 10085 members 
Mstep: Class 26 contains 86147 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 8041 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 4835 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Entering Unmasked Estep 
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Score: -102226472.000000 Penalty: 73158.421875
Iteration 94Q: 34 clusters Score -1.022265e+08 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 93429 members 
Mstep: Class 3 contains 82824 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 30520 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 52166 members 
Mstep: Class 8 contains 93001 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 14102 members 
Mstep: Class 11 contains 6737 members 
Mstep: Class 12 contains 3498 members 
Mstep: Class 13 contains 106749 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5399 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3413 members 
Mstep: Class 18 contains 3380 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 91092 members 
Mstep: Class 21 contains 28548 members 
Mstep: Class 22 contains 3011 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 55898 members 
Mstep: Class 25 contains 10177 members 
Mstep: Class 26 contains 85982 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 8024 members 
Mstep: Class 30 contains 2109 members 
Mstep: Class 31 contains 4876 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Entering Unmasked Estep 
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Score: -102226608.000000 Penalty: 73158.421875
Iteration 95Q: 34 clusters Score -1.022266e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 93635 members 
Mstep: Class 3 contains 83761 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 30457 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 52127 members 
Mstep: Class 8 contains 92997 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 14098 members 
Mstep: Class 11 contains 6724 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 106415 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5394 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3421 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 90880 members 
Mstep: Class 21 contains 28312 members 
Mstep: Class 22 contains 3006 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 55691 members 
Mstep: Class 25 contains 10276 members 
Mstep: Class 26 contains 85814 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 8005 members 
Mstep: Class 30 contains 2100 members 
Mstep: Class 31 contains 4908 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226968.000000 Penalty: 73158.421875
Iteration 96Q: 34 clusters Score -1.02227e+08 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 93884 members 
Mstep: Class 3 contains 84454 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 30395 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 52084 members 
Mstep: Class 8 contains 93056 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 14097 members 
Mstep: Class 11 contains 6712 members 
Mstep: Class 12 contains 3481 members 
Mstep: Class 13 contains 106065 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3425 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 9551 members 
Mstep: Class 20 contains 90796 members 
Mstep: Class 21 contains 28075 members 
Mstep: Class 22 contains 3001 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 55444 members 
Mstep: Class 25 contains 10385 members 
Mstep: Class 26 contains 85693 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 7999 members 
Mstep: Class 30 contains 2090 members 
Mstep: Class 31 contains 4938 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Entering Unmasked Estep 
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Iteration 97Q: 34 clusters Score -1.022272e+08 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 94145 members 
Mstep: Class 3 contains 84973 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 30328 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 52032 members 
Mstep: Class 8 contains 93101 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 14104 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 105746 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3429 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 9564 members 
Mstep: Class 20 contains 90796 members 
Mstep: Class 21 contains 27821 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 55244 members 
Mstep: Class 25 contains 10476 members 
Mstep: Class 26 contains 85611 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 7996 members 
Mstep: Class 30 contains 2084 members 
Mstep: Class 31 contains 4964 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 34 clusters Score -1.02227e+08 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 94353 members 
Mstep: Class 3 contains 85365 members 
Mstep: Class 4 contains 2094 members 
Mstep: Class 5 contains 30267 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 51980 members 
Mstep: Class 8 contains 93116 members 
Mstep: Class 9 contains 397 members 
Mstep: Class 10 contains 14110 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 105472 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5386 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3429 members 
Mstep: Class 18 contains 3383 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 90863 members 
Mstep: Class 21 contains 27569 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 55068 members 
Mstep: Class 25 contains 10592 members 
Mstep: Class 26 contains 85551 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 7991 members 
Mstep: Class 30 contains 2082 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1501 members 
Entering Unmasked Estep 
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Score: -102226960.000000 Penalty: 73158.421875
Iteration 99Q: 34 clusters Score -1.02227e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 94493 members 
Mstep: Class 3 contains 85688 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 30200 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 51943 members 
Mstep: Class 8 contains 93151 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 14104 members 
Mstep: Class 11 contains 6687 members 
Mstep: Class 12 contains 3461 members 
Mstep: Class 13 contains 105225 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5386 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3428 members 
Mstep: Class 18 contains 3387 members 
Mstep: Class 19 contains 9592 members 
Mstep: Class 20 contains 91003 members 
Mstep: Class 21 contains 27312 members 
Mstep: Class 22 contains 2964 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 54888 members 
Mstep: Class 25 contains 10729 members 
Mstep: Class 26 contains 85539 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 152 members 
Mstep: Class 29 contains 7978 members 
Mstep: Class 30 contains 2078 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227056.000000 Penalty: 73158.421875
Iteration 100F: 34 clusters Score -1.022271e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 94660 members 
Mstep: Class 3 contains 85939 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 30137 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 51911 members 
Mstep: Class 8 contains 93179 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 14092 members 
Mstep: Class 11 contains 6684 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 105017 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 3432 members 
Mstep: Class 18 contains 3384 members 
Mstep: Class 19 contains 9601 members 
Mstep: Class 20 contains 91159 members 
Mstep: Class 21 contains 27086 members 
Mstep: Class 22 contains 2959 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 54703 members 
Mstep: Class 25 contains 10850 members 
Mstep: Class 26 contains 85497 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 7960 members 
Mstep: Class 30 contains 2079 members 
Mstep: Class 31 contains 5012 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
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Iteration 101Q: 34 clusters Score -1.02227e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 94810 members 
Mstep: Class 3 contains 86109 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 30085 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 51890 members 
Mstep: Class 8 contains 93180 members 
Mstep: Class 9 contains 391 members 
Mstep: Class 10 contains 14088 members 
Mstep: Class 11 contains 6682 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 104853 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5381 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3440 members 
Mstep: Class 18 contains 3380 members 
Mstep: Class 19 contains 9612 members 
Mstep: Class 20 contains 91319 members 
Mstep: Class 21 contains 26881 members 
Mstep: Class 22 contains 2955 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 54531 members 
Mstep: Class 25 contains 10962 members 
Mstep: Class 26 contains 85465 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7948 members 
Mstep: Class 30 contains 2077 members 
Mstep: Class 31 contains 5026 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Entering Unmasked Estep 
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Score: -102227256.000000 Penalty: 73158.421875
Iteration 102Q: 34 clusters Score -1.022273e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 95009 members 
Mstep: Class 3 contains 86233 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 30039 members 
Mstep: Class 6 contains 2783 members 
Mstep: Class 7 contains 51867 members 
Mstep: Class 8 contains 93185 members 
Mstep: Class 9 contains 390 members 
Mstep: Class 10 contains 14079 members 
Mstep: Class 11 contains 6682 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 104754 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 3381 members 
Mstep: Class 19 contains 9623 members 
Mstep: Class 20 contains 91428 members 
Mstep: Class 21 contains 26670 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 54381 members 
Mstep: Class 25 contains 11069 members 
Mstep: Class 26 contains 85401 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7940 members 
Mstep: Class 30 contains 2076 members 
Mstep: Class 31 contains 5041 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 34 clusters Score -1.022273e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 95171 members 
Mstep: Class 3 contains 86290 members 
Mstep: Class 4 contains 2094 members 
Mstep: Class 5 contains 29990 members 
Mstep: Class 6 contains 2783 members 
Mstep: Class 7 contains 51823 members 
Mstep: Class 8 contains 93205 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 14083 members 
Mstep: Class 11 contains 6688 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 104696 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 9637 members 
Mstep: Class 20 contains 91529 members 
Mstep: Class 21 contains 26456 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 54256 members 
Mstep: Class 25 contains 11188 members 
Mstep: Class 26 contains 85363 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7934 members 
Mstep: Class 30 contains 2075 members 
Mstep: Class 31 contains 5054 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227288.000000 Penalty: 73158.421875
Iteration 104Q: 34 clusters Score -1.022273e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 95321 members 
Mstep: Class 3 contains 86315 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 29947 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 51773 members 
Mstep: Class 8 contains 93288 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 104693 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3451 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 9640 members 
Mstep: Class 20 contains 91608 members 
Mstep: Class 21 contains 26249 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 54112 members 
Mstep: Class 25 contains 11273 members 
Mstep: Class 26 contains 85320 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7928 members 
Mstep: Class 30 contains 2071 members 
Mstep: Class 31 contains 5065 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Entering Unmasked Estep 
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Score: -102227152.000000 Penalty: 73158.421875
Iteration 105Q: 34 clusters Score -1.022272e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 95397 members 
Mstep: Class 3 contains 86329 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 29911 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 51716 members 
Mstep: Class 8 contains 93332 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 14076 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 104744 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3454 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 9657 members 
Mstep: Class 20 contains 91690 members 
Mstep: Class 21 contains 26033 members 
Mstep: Class 22 contains 2959 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 53983 members 
Mstep: Class 25 contains 11371 members 
Mstep: Class 26 contains 85336 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7921 members 
Mstep: Class 30 contains 2070 members 
Mstep: Class 31 contains 5076 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 34 clusters Score -1.022269e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 95450 members 
Mstep: Class 3 contains 86339 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 29861 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 51651 members 
Mstep: Class 8 contains 93356 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 14079 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 104763 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3458 members 
Mstep: Class 18 contains 3380 members 
Mstep: Class 19 contains 9662 members 
Mstep: Class 20 contains 91783 members 
Mstep: Class 21 contains 25823 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 53889 members 
Mstep: Class 25 contains 11465 members 
Mstep: Class 26 contains 85399 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7915 members 
Mstep: Class 30 contains 2066 members 
Mstep: Class 31 contains 5093 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Entering Unmasked Estep 
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Score: -102226960.000000 Penalty: 73158.421875
Iteration 107Q: 34 clusters Score -1.02227e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 95507 members 
Mstep: Class 3 contains 86359 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 29810 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 51586 members 
Mstep: Class 8 contains 93364 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 14081 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 104781 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 3386 members 
Mstep: Class 19 contains 9674 members 
Mstep: Class 20 contains 91878 members 
Mstep: Class 21 contains 25580 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 53800 members 
Mstep: Class 25 contains 11548 members 
Mstep: Class 26 contains 85497 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7905 members 
Mstep: Class 30 contains 2063 members 
Mstep: Class 31 contains 5103 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Entering Unmasked Estep 
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Iteration 108Q: 34 clusters Score -1.02227e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 95537 members 
Mstep: Class 3 contains 86379 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 29759 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 93385 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 14082 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 104801 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3463 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 9679 members 
Mstep: Class 20 contains 91927 members 
Mstep: Class 21 contains 25360 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 53724 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 85608 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7902 members 
Mstep: Class 30 contains 2061 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Entering Unmasked Estep 
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Iteration 109Q: 34 clusters Score -1.022266e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 95554 members 
Mstep: Class 3 contains 86393 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 51454 members 
Mstep: Class 8 contains 93458 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 14079 members 
Mstep: Class 11 contains 6690 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 104831 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 9684 members 
Mstep: Class 20 contains 91964 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 53631 members 
Mstep: Class 25 contains 11753 members 
Mstep: Class 26 contains 85721 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7900 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 5124 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Entering Unmasked Estep 
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Iteration 110Q: 34 clusters Score -1.022268e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 95561 members 
Mstep: Class 3 contains 86408 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 51402 members 
Mstep: Class 8 contains 93513 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14068 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 3431 members 
Mstep: Class 13 contains 104897 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3467 members 
Mstep: Class 18 contains 3387 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 91996 members 
Mstep: Class 21 contains 24944 members 
Mstep: Class 22 contains 2953 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 53541 members 
Mstep: Class 25 contains 11863 members 
Mstep: Class 26 contains 85802 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7897 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 5136 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Entering Unmasked Estep 
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Iteration 111Q: 34 clusters Score -1.022268e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 95567 members 
Mstep: Class 3 contains 86395 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 29621 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 51339 members 
Mstep: Class 8 contains 93512 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 3426 members 
Mstep: Class 13 contains 104983 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5362 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3470 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 9704 members 
Mstep: Class 20 contains 92032 members 
Mstep: Class 21 contains 24735 members 
Mstep: Class 22 contains 2951 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 53515 members 
Mstep: Class 25 contains 11946 members 
Mstep: Class 26 contains 85898 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7895 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 5151 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226864.000000 Penalty: 73158.421875
Iteration 112Q: 34 clusters Score -1.022269e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 95578 members 
Mstep: Class 3 contains 86427 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 29577 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 51278 members 
Mstep: Class 8 contains 93516 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14048 members 
Mstep: Class 11 contains 6688 members 
Mstep: Class 12 contains 3423 members 
Mstep: Class 13 contains 105072 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3471 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 9708 members 
Mstep: Class 20 contains 92038 members 
Mstep: Class 21 contains 24513 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 53483 members 
Mstep: Class 25 contains 12039 members 
Mstep: Class 26 contains 85995 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7894 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 5164 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226816.000000 Penalty: 73158.421875
Iteration 113Q: 34 clusters Score -1.022268e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 95576 members 
Mstep: Class 3 contains 86437 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 29536 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 51214 members 
Mstep: Class 8 contains 93530 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14038 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 3419 members 
Mstep: Class 13 contains 105190 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 9717 members 
Mstep: Class 20 contains 92045 members 
Mstep: Class 21 contains 24298 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 53449 members 
Mstep: Class 25 contains 12131 members 
Mstep: Class 26 contains 86080 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7887 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 5170 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226816.000000 Penalty: 73158.421875
Iteration 114Q: 34 clusters Score -1.022268e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 95582 members 
Mstep: Class 3 contains 86428 members 
Mstep: Class 4 contains 2089 members 
Mstep: Class 5 contains 29497 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 51153 members 
Mstep: Class 8 contains 93549 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14024 members 
Mstep: Class 11 contains 6686 members 
Mstep: Class 12 contains 3420 members 
Mstep: Class 13 contains 105280 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 3384 members 
Mstep: Class 19 contains 9721 members 
Mstep: Class 20 contains 92063 members 
Mstep: Class 21 contains 24101 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 53409 members 
Mstep: Class 25 contains 12240 members 
Mstep: Class 26 contains 86152 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7883 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 5185 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226736.000000 Penalty: 73158.421875
Iteration 115Q: 34 clusters Score -1.022267e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 95556 members 
Mstep: Class 3 contains 86432 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 29454 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 51085 members 
Mstep: Class 8 contains 93573 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14017 members 
Mstep: Class 11 contains 6687 members 
Mstep: Class 12 contains 3411 members 
Mstep: Class 13 contains 105374 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 9726 members 
Mstep: Class 20 contains 92076 members 
Mstep: Class 21 contains 23884 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 53368 members 
Mstep: Class 25 contains 12362 members 
Mstep: Class 26 contains 86245 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7882 members 
Mstep: Class 30 contains 2061 members 
Mstep: Class 31 contains 5200 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226648.000000 Penalty: 73158.421875
Iteration 116Q: 34 clusters Score -1.022266e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 95593 members 
Mstep: Class 3 contains 86415 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 29414 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 51008 members 
Mstep: Class 8 contains 93600 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14018 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 3407 members 
Mstep: Class 13 contains 105414 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 3383 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 92092 members 
Mstep: Class 21 contains 23665 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 53320 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 86334 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7884 members 
Mstep: Class 30 contains 2061 members 
Mstep: Class 31 contains 5214 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226640.000000 Penalty: 73158.421875
Iteration 117Q: 34 clusters Score -1.022266e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 95645 members 
Mstep: Class 3 contains 86376 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29382 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 50938 members 
Mstep: Class 8 contains 93638 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14016 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 105459 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 3383 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 92104 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 53256 members 
Mstep: Class 25 contains 12624 members 
Mstep: Class 26 contains 86410 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7881 members 
Mstep: Class 30 contains 2061 members 
Mstep: Class 31 contains 5228 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226824.000000 Penalty: 73158.421875
Iteration 118Q: 34 clusters Score -1.022268e+08 nChanged 1631
Entering ConstructFrom: 
Score: -102226824.000000 Penalty: 73158.421875
Entering ConstructFrom: 
Trying to split cluster 1 (37405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Entering Unmasked Estep 
Score: -4532959.000000 Penalty: 1711.053467
	Iteration 0F: 2 clusters Score -4532959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4507704.000000 Penalty: 3422.106934
	Iteration 0F: 3 clusters Score -4507704 nChanged 17440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4517736.000000 Penalty: 3422.106934
	Iteration 1F: 3 clusters Score -4517736 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4518196.000000 Penalty: 3422.106934
	Iteration 2Q: 3 clusters Score -4518196 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -4518789.000000 Penalty: 3422.106934
	Iteration 3Q: 3 clusters Score -4518789 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -4519654.500000 Penalty: 3422.106934
	Iteration 4Q: 3 clusters Score -4519654 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -4521052.500000 Penalty: 3422.106934
	Iteration 5F: 3 clusters Score -4521052 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4523324.000000 Penalty: 3422.106934
	Iteration 6F: 3 clusters Score -4523324 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -4526294.000000 Penalty: 3422.106934
	Iteration 7F: 3 clusters Score -4526294 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -4528837.000000 Penalty: 3422.106934
	Iteration 8F: 3 clusters Score -4528837 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4530368.500000 Penalty: 3422.106934
	Iteration 9Q: 3 clusters Score -4530368 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4531002.000000 Penalty: 3422.106934
	Iteration 10Q: 3 clusters Score -4531002 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -4531219.000000 Penalty: 3422.106934
	Iteration 11Q: 3 clusters Score -4531219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -4531326.500000 Penalty: 3422.106934
	Iteration 12Q: 3 clusters Score -4531326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -4531366.500000 Penalty: 3422.106934
	Iteration 13Q: 3 clusters Score -4531366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4531385.500000 Penalty: 3422.106934
	Iteration 14Q: 3 clusters Score -4531386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -4531409.500000 Penalty: 3422.106934
	Iteration 15Q: 3 clusters Score -4531410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -4531418.500000 Penalty: 3422.106934
	Iteration 16Q: 3 clusters Score -4531418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -4531420.500000 Penalty: 3422.106934
	Iteration 17Q: 3 clusters Score -4531420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -4531420.500000 Penalty: 3422.106934
	Iteration 18F: 3 clusters Score -4531420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95625 members 
Entering Unmasked Estep 
Score: -11946704.000000 Penalty: 1863.580811
	Iteration 0F: 2 clusters Score -1.19467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -11888095.000000 Penalty: 3727.161621
	Iteration 0F: 3 clusters Score -1.18881e+07 nChanged 45945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -11914539.000000 Penalty: 3727.161621
	Iteration 1F: 3 clusters Score -1.191454e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -11915117.000000 Penalty: 3727.161621
	Iteration 2Q: 3 clusters Score -1.191512e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -11915737.000000 Penalty: 3727.161621
	Iteration 3Q: 3 clusters Score -1.191574e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -11916633.000000 Penalty: 3727.161621
	Iteration 4Q: 3 clusters Score -1.191663e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -11918180.000000 Penalty: 3727.161621
	Iteration 5Q: 3 clusters Score -1.191818e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -11921074.000000 Penalty: 3727.161621
	Iteration 6F: 3 clusters Score -1.192107e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -11926192.000000 Penalty: 3727.161621
	Iteration 7F: 3 clusters Score -1.192619e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -11933971.000000 Penalty: 3727.161621
	Iteration 8F: 3 clusters Score -1.193397e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -11941966.000000 Penalty: 3727.161621
	Iteration 9F: 3 clusters Score -1.194197e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -11944480.000000 Penalty: 3727.161621
	Iteration 10F: 3 clusters Score -1.194448e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11944827.000000 Penalty: 3727.161621
	Iteration 11Q: 3 clusters Score -1.194483e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11944904.000000 Penalty: 3727.161621
	Iteration 12Q: 3 clusters Score -1.19449e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11944981.000000 Penalty: 3727.161621
	Iteration 13Q: 3 clusters Score -1.194498e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11945032.000000 Penalty: 3727.161621
	Iteration 14Q: 3 clusters Score -1.194503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95419 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11945075.000000 Penalty: 3727.161621
	Iteration 15Q: 3 clusters Score -1.194508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11945091.000000 Penalty: 3727.161621
	Iteration 16Q: 3 clusters Score -1.194509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95430 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11945107.000000 Penalty: 3727.161621
	Iteration 17Q: 3 clusters Score -1.194511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11945119.000000 Penalty: 3727.161621
	Iteration 18Q: 3 clusters Score -1.194512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11945117.000000 Penalty: 3727.161621
	Iteration 19Q: 3 clusters Score -1.194512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11945124.000000 Penalty: 3727.161621
	Iteration 20F: 3 clusters Score -1.194512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11945130.000000 Penalty: 3727.161621
	Iteration 21Q: 3 clusters Score -1.194513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11945135.000000 Penalty: 3727.161621
	Iteration 22Q: 3 clusters Score -1.194514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95436 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11945135.000000 Penalty: 3727.161621
	Iteration 23Q: 3 clusters Score -1.194514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95436 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11945135.000000 Penalty: 3727.161621
	Iteration 24F: 3 clusters Score -1.194514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Entering Unmasked Estep 
Score: -10804367.000000 Penalty: 1847.058105
	Iteration 0F: 2 clusters Score -1.080437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -10748269.000000 Penalty: 3694.116211
	Iteration 0F: 3 clusters Score -1.074827e+07 nChanged 41282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -10772433.000000 Penalty: 3694.116211
	Iteration 1F: 3 clusters Score -1.077243e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -10773376.000000 Penalty: 3694.116211
	Iteration 2Q: 3 clusters Score -1.077338e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -10774699.000000 Penalty: 3694.116211
	Iteration 3Q: 3 clusters Score -1.07747e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -10776816.000000 Penalty: 3694.116211
	Iteration 4Q: 3 clusters Score -1.077682e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -10780034.000000 Penalty: 3694.116211
	Iteration 5F: 3 clusters Score -1.078003e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -10784260.000000 Penalty: 3694.116211
	Iteration 6F: 3 clusters Score -1.078426e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -10788766.000000 Penalty: 3694.116211
	Iteration 7F: 3 clusters Score -1.078877e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -10792376.000000 Penalty: 3694.116211
	Iteration 8F: 3 clusters Score -1.079238e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -10794869.000000 Penalty: 3694.116211
	Iteration 9Q: 3 clusters Score -1.079487e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -10796216.000000 Penalty: 3694.116211
	Iteration 10Q: 3 clusters Score -1.079622e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -10796935.000000 Penalty: 3694.116211
	Iteration 11Q: 3 clusters Score -1.079694e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -10797461.000000 Penalty: 3694.116211
	Iteration 12Q: 3 clusters Score -1.079746e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -10797815.000000 Penalty: 3694.116211
	Iteration 13Q: 3 clusters Score -1.079782e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -10798155.000000 Penalty: 3694.116211
	Iteration 14Q: 3 clusters Score -1.079816e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -10798447.000000 Penalty: 3694.116211
	Iteration 15Q: 3 clusters Score -1.079845e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -10798677.000000 Penalty: 3694.116211
	Iteration 16Q: 3 clusters Score -1.079868e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -10798954.000000 Penalty: 3694.116211
	Iteration 17Q: 3 clusters Score -1.079895e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -10799171.000000 Penalty: 3694.116211
	Iteration 18Q: 3 clusters Score -1.079917e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -10799389.000000 Penalty: 3694.116211
	Iteration 19Q: 3 clusters Score -1.079939e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -10799542.000000 Penalty: 3694.116211
	Iteration 20F: 3 clusters Score -1.079954e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -10799768.000000 Penalty: 3694.116211
	Iteration 21Q: 3 clusters Score -1.079977e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -10800000.000000 Penalty: 3694.116211
	Iteration 22Q: 3 clusters Score -1.08e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -10800254.000000 Penalty: 3694.116211
	Iteration 23Q: 3 clusters Score -1.080025e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -10800462.000000 Penalty: 3694.116211
	Iteration 24Q: 3 clusters Score -1.080046e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -10800635.000000 Penalty: 3694.116211
	Iteration 25Q: 3 clusters Score -1.080064e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -10800863.000000 Penalty: 3694.116211
	Iteration 26Q: 3 clusters Score -1.080086e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -10801045.000000 Penalty: 3694.116211
	Iteration 27Q: 3 clusters Score -1.080104e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -10801248.000000 Penalty: 3694.116211
	Iteration 28Q: 3 clusters Score -1.080125e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -10801392.000000 Penalty: 3694.116211
	Iteration 29Q: 3 clusters Score -1.080139e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -10801543.000000 Penalty: 3694.116211
	Iteration 30Q: 3 clusters Score -1.080154e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -10801749.000000 Penalty: 3694.116211
	Iteration 31Q: 3 clusters Score -1.080175e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -10801880.000000 Penalty: 3694.116211
	Iteration 32Q: 3 clusters Score -1.080188e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -10802002.000000 Penalty: 3694.116211
	Iteration 33Q: 3 clusters Score -1.0802e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -10802127.000000 Penalty: 3694.116211
	Iteration 34Q: 3 clusters Score -1.080213e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -10802202.000000 Penalty: 3694.116211
	Iteration 35Q: 3 clusters Score -1.08022e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -10802285.000000 Penalty: 3694.116211
	Iteration 36Q: 3 clusters Score -1.080228e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -10802378.000000 Penalty: 3694.116211
	Iteration 37Q: 3 clusters Score -1.080238e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83819 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -10802455.000000 Penalty: 3694.116211
	Iteration 38Q: 3 clusters Score -1.080246e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -10802531.000000 Penalty: 3694.116211
	Iteration 39Q: 3 clusters Score -1.080253e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -10802594.000000 Penalty: 3694.116211
	Iteration 40F: 3 clusters Score -1.080259e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -10802631.000000 Penalty: 3694.116211
	Iteration 41Q: 3 clusters Score -1.080263e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84650 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -10802671.000000 Penalty: 3694.116211
	Iteration 42Q: 3 clusters Score -1.080267e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -10802708.000000 Penalty: 3694.116211
	Iteration 43Q: 3 clusters Score -1.080271e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84903 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -10802747.000000 Penalty: 3694.116211
	Iteration 44Q: 3 clusters Score -1.080275e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -10802791.000000 Penalty: 3694.116211
	Iteration 45Q: 3 clusters Score -1.080279e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -10802811.000000 Penalty: 3694.116211
	Iteration 46Q: 3 clusters Score -1.080281e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10802825.000000 Penalty: 3694.116211
	Iteration 47Q: 3 clusters Score -1.080282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10802826.000000 Penalty: 3694.116211
	Iteration 48Q: 3 clusters Score -1.080283e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -10802839.000000 Penalty: 3694.116211
	Iteration 49Q: 3 clusters Score -1.080284e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10802869.000000 Penalty: 3694.116211
	Iteration 50Q: 3 clusters Score -1.080287e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85293 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10802890.000000 Penalty: 3694.116211
	Iteration 51Q: 3 clusters Score -1.080289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85321 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10802900.000000 Penalty: 3694.116211
	Iteration 52Q: 3 clusters Score -1.08029e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10802908.000000 Penalty: 3694.116211
	Iteration 53Q: 3 clusters Score -1.080291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10802905.000000 Penalty: 3694.116211
	Iteration 54Q: 3 clusters Score -1.08029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10802912.000000 Penalty: 3694.116211
	Iteration 55Q: 3 clusters Score -1.080291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10802910.000000 Penalty: 3694.116211
	Iteration 56Q: 3 clusters Score -1.080291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10802929.000000 Penalty: 3694.116211
	Iteration 57Q: 3 clusters Score -1.080293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85429 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10802927.000000 Penalty: 3694.116211
	Iteration 58Q: 3 clusters Score -1.080293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10802932.000000 Penalty: 3694.116211
	Iteration 59Q: 3 clusters Score -1.080293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10802937.000000 Penalty: 3694.116211
	Iteration 60F: 3 clusters Score -1.080294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85457 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10802935.000000 Penalty: 3694.116211
	Iteration 61Q: 3 clusters Score -1.080294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10802950.000000 Penalty: 3694.116211
	Iteration 62Q: 3 clusters Score -1.080295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10802942.000000 Penalty: 3694.116211
	Iteration 63Q: 3 clusters Score -1.080294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85471 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10802937.000000 Penalty: 3694.116211
	Iteration 64Q: 3 clusters Score -1.080294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10802951.000000 Penalty: 3694.116211
	Iteration 65Q: 3 clusters Score -1.080295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10802959.000000 Penalty: 3694.116211
	Iteration 66Q: 3 clusters Score -1.080296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10802952.000000 Penalty: 3694.116211
	Iteration 67Q: 3 clusters Score -1.080295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10802959.000000 Penalty: 3694.116211
	Iteration 68Q: 3 clusters Score -1.080296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10802949.000000 Penalty: 3694.116211
	Iteration 69Q: 3 clusters Score -1.080295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10802956.000000 Penalty: 3694.116211
	Iteration 70Q: 3 clusters Score -1.080296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85508 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10802960.000000 Penalty: 3694.116211
	Iteration 71Q: 3 clusters Score -1.080296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10802954.000000 Penalty: 3694.116211
	Iteration 72Q: 3 clusters Score -1.080295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85513 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10802953.000000 Penalty: 3694.116211
	Iteration 73Q: 3 clusters Score -1.080295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85513 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10802950.000000 Penalty: 3694.116211
	Iteration 74Q: 3 clusters Score -1.080295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10802960.000000 Penalty: 3694.116211
	Iteration 75Q: 3 clusters Score -1.080296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10802963.000000 Penalty: 3694.116211
	Iteration 76Q: 3 clusters Score -1.080296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10802966.000000 Penalty: 3694.116211
	Iteration 77Q: 3 clusters Score -1.080297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10802959.000000 Penalty: 3694.116211
	Iteration 78Q: 3 clusters Score -1.080296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10802959.000000 Penalty: 3694.116211
	Iteration 79Q: 3 clusters Score -1.080296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10802953.000000 Penalty: 3694.116211
	Iteration 80F: 3 clusters Score -1.080295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10802951.000000 Penalty: 3694.116211
	Iteration 81Q: 3 clusters Score -1.080295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10802966.000000 Penalty: 3694.116211
	Iteration 82Q: 3 clusters Score -1.080297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10802950.000000 Penalty: 3694.116211
	Iteration 83Q: 3 clusters Score -1.080295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -10802964.000000 Penalty: 3694.116211
	Iteration 84Q: 3 clusters Score -1.080296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10802957.000000 Penalty: 3694.116211
	Iteration 85Q: 3 clusters Score -1.080296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10802960.000000 Penalty: 3694.116211
	Iteration 86Q: 3 clusters Score -1.080296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10802964.000000 Penalty: 3694.116211
	Iteration 87Q: 3 clusters Score -1.080296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10802972.000000 Penalty: 3694.116211
	Iteration 88Q: 3 clusters Score -1.080297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10802979.000000 Penalty: 3694.116211
	Iteration 89Q: 3 clusters Score -1.080298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10802967.000000 Penalty: 3694.116211
	Iteration 90Q: 3 clusters Score -1.080297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10802972.000000 Penalty: 3694.116211
	Iteration 91Q: 3 clusters Score -1.080297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10802973.000000 Penalty: 3694.116211
	Iteration 92Q: 3 clusters Score -1.080297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85581 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10802975.000000 Penalty: 3694.116211
	Iteration 93Q: 3 clusters Score -1.080298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85581 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10802975.000000 Penalty: 3694.116211
	Iteration 94F: 3 clusters Score -1.080298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -240247.906250 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -240247.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -238089.453125 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -238089.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -238554.640625 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -238554.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -238721.921875 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -238721.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -238882.875000 Penalty: 2484.287598
	Iteration 3F: 3 clusters Score -238882.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -239051.203125 Penalty: 2484.287598
	Iteration 4F: 3 clusters Score -239051.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -239196.296875 Penalty: 2484.287598
	Iteration 5F: 3 clusters Score -239196.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -239299.765625 Penalty: 2484.287598
	Iteration 6F: 3 clusters Score -239299.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -239371.609375 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -239371.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -239436.187500 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -239436.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -239482.625000 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -239482.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -239509.781250 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -239509.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -239523.203125 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -239523.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -239532.734375 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -239532.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -239543.671875 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -239543.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -239558.000000 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -239558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -239565.734375 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -239565.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -239572.890625 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -239572.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -239579.875000 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -239579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -239590.453125 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -239590.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -239595.281250 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -239595.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -239602.000000 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -239602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -239607.375000 Penalty: 2484.287598
	Iteration 21Q: 3 clusters Score -239607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -239610.656250 Penalty: 2484.287598
	Iteration 22Q: 3 clusters Score -239610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -239613.359375 Penalty: 2484.287598
	Iteration 23Q: 3 clusters Score -239613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -239613.718750 Penalty: 2484.287598
	Iteration 24Q: 3 clusters Score -239613.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -239613.921875 Penalty: 2484.287598
	Iteration 25Q: 3 clusters Score -239613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -239613.921875 Penalty: 2484.287598
	Iteration 26F: 3 clusters Score -239613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Entering Unmasked Estep 
Score: -3628317.750000 Penalty: 1671.656372
	Iteration 0F: 2 clusters Score -3628318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3608544.500000 Penalty: 3343.312744
	Iteration 0F: 3 clusters Score -3608544 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3616077.500000 Penalty: 3343.312744
	Iteration 1F: 3 clusters Score -3616078 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3616718.000000 Penalty: 3343.312744
	Iteration 2Q: 3 clusters Score -3616718 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3617604.250000 Penalty: 3343.312744
	Iteration 3F: 3 clusters Score -3617604 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3618682.000000 Penalty: 3343.312744
	Iteration 4F: 3 clusters Score -3618682 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3619808.250000 Penalty: 3343.312744
	Iteration 5F: 3 clusters Score -3619808 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -3620913.750000 Penalty: 3343.312744
	Iteration 6F: 3 clusters Score -3620914 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3621943.000000 Penalty: 3343.312744
	Iteration 7F: 3 clusters Score -3621943 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3622709.000000 Penalty: 3343.312744
	Iteration 8Q: 3 clusters Score -3622709 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3623278.750000 Penalty: 3343.312744
	Iteration 9Q: 3 clusters Score -3623279 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3623709.000000 Penalty: 3343.312744
	Iteration 10Q: 3 clusters Score -3623709 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3624006.000000 Penalty: 3343.312744
	Iteration 11Q: 3 clusters Score -3624006 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3624226.250000 Penalty: 3343.312744
	Iteration 12Q: 3 clusters Score -3624226 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3624385.250000 Penalty: 3343.312744
	Iteration 13Q: 3 clusters Score -3624385 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3624526.000000 Penalty: 3343.312744
	Iteration 14Q: 3 clusters Score -3624526 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3624660.500000 Penalty: 3343.312744
	Iteration 15Q: 3 clusters Score -3624660 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3624784.250000 Penalty: 3343.312744
	Iteration 16Q: 3 clusters Score -3624784 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3624902.750000 Penalty: 3343.312744
	Iteration 17Q: 3 clusters Score -3624903 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3625017.500000 Penalty: 3343.312744
	Iteration 18Q: 3 clusters Score -3625018 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3625101.750000 Penalty: 3343.312744
	Iteration 19Q: 3 clusters Score -3625102 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3625202.750000 Penalty: 3343.312744
	Iteration 20F: 3 clusters Score -3625203 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3625289.500000 Penalty: 3343.312744
	Iteration 21Q: 3 clusters Score -3625290 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3625395.250000 Penalty: 3343.312744
	Iteration 22Q: 3 clusters Score -3625395 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3625492.250000 Penalty: 3343.312744
	Iteration 23Q: 3 clusters Score -3625492 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3625587.000000 Penalty: 3343.312744
	Iteration 24Q: 3 clusters Score -3625587 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3625672.000000 Penalty: 3343.312744
	Iteration 25Q: 3 clusters Score -3625672 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3625743.250000 Penalty: 3343.312744
	Iteration 26Q: 3 clusters Score -3625743 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3625804.750000 Penalty: 3343.312744
	Iteration 27Q: 3 clusters Score -3625805 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3625885.750000 Penalty: 3343.312744
	Iteration 28Q: 3 clusters Score -3625886 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3625948.000000 Penalty: 3343.312744
	Iteration 29Q: 3 clusters Score -3625948 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -3626018.250000 Penalty: 3343.312744
	Iteration 30Q: 3 clusters Score -3626018 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3626093.750000 Penalty: 3343.312744
	Iteration 31Q: 3 clusters Score -3626094 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3626153.750000 Penalty: 3343.312744
	Iteration 32Q: 3 clusters Score -3626154 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3626204.750000 Penalty: 3343.312744
	Iteration 33Q: 3 clusters Score -3626205 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3626243.250000 Penalty: 3343.312744
	Iteration 34Q: 3 clusters Score -3626243 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3626277.750000 Penalty: 3343.312744
	Iteration 35Q: 3 clusters Score -3626278 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3626332.500000 Penalty: 3343.312744
	Iteration 36Q: 3 clusters Score -3626332 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3626380.500000 Penalty: 3343.312744
	Iteration 37Q: 3 clusters Score -3626380 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3626428.750000 Penalty: 3343.312744
	Iteration 38Q: 3 clusters Score -3626429 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3626469.750000 Penalty: 3343.312744
	Iteration 39Q: 3 clusters Score -3626470 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -3626508.750000 Penalty: 3343.312744
	Iteration 40F: 3 clusters Score -3626509 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3626538.000000 Penalty: 3343.312744
	Iteration 41Q: 3 clusters Score -3626538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3626555.500000 Penalty: 3343.312744
	Iteration 42Q: 3 clusters Score -3626556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3626575.250000 Penalty: 3343.312744
	Iteration 43Q: 3 clusters Score -3626575 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3626599.500000 Penalty: 3343.312744
	Iteration 44Q: 3 clusters Score -3626600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3626629.000000 Penalty: 3343.312744
	Iteration 45Q: 3 clusters Score -3626629 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3626638.250000 Penalty: 3343.312744
	Iteration 46Q: 3 clusters Score -3626638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3626670.000000 Penalty: 3343.312744
	Iteration 47Q: 3 clusters Score -3626670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3626688.250000 Penalty: 3343.312744
	Iteration 48Q: 3 clusters Score -3626688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3626714.750000 Penalty: 3343.312744
	Iteration 49Q: 3 clusters Score -3626715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3626728.750000 Penalty: 3343.312744
	Iteration 50Q: 3 clusters Score -3626729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3626748.500000 Penalty: 3343.312744
	Iteration 51Q: 3 clusters Score -3626748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -3626773.000000 Penalty: 3343.312744
	Iteration 52Q: 3 clusters Score -3626773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3626780.500000 Penalty: 3343.312744
	Iteration 53Q: 3 clusters Score -3626780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3626785.250000 Penalty: 3343.312744
	Iteration 54Q: 3 clusters Score -3626785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -3626796.500000 Penalty: 3343.312744
	Iteration 55Q: 3 clusters Score -3626796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3626801.250000 Penalty: 3343.312744
	Iteration 56Q: 3 clusters Score -3626801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3626804.750000 Penalty: 3343.312744
	Iteration 57Q: 3 clusters Score -3626805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3626810.500000 Penalty: 3343.312744
	Iteration 58Q: 3 clusters Score -3626810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3626820.500000 Penalty: 3343.312744
	Iteration 59Q: 3 clusters Score -3626820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3626826.750000 Penalty: 3343.312744
	Iteration 60F: 3 clusters Score -3626827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3626830.500000 Penalty: 3343.312744
	Iteration 61Q: 3 clusters Score -3626830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3626838.250000 Penalty: 3343.312744
	Iteration 62Q: 3 clusters Score -3626838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3626844.000000 Penalty: 3343.312744
	Iteration 63Q: 3 clusters Score -3626844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3626851.250000 Penalty: 3343.312744
	Iteration 64Q: 3 clusters Score -3626851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3626852.500000 Penalty: 3343.312744
	Iteration 65Q: 3 clusters Score -3626852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3626858.250000 Penalty: 3343.312744
	Iteration 66Q: 3 clusters Score -3626858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3626854.750000 Penalty: 3343.312744
	Iteration 67Q: 3 clusters Score -3626855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3626863.250000 Penalty: 3343.312744
	Iteration 68Q: 3 clusters Score -3626863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3626869.000000 Penalty: 3343.312744
	Iteration 69Q: 3 clusters Score -3626869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3626871.500000 Penalty: 3343.312744
	Iteration 70Q: 3 clusters Score -3626872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3626876.000000 Penalty: 3343.312744
	Iteration 71Q: 3 clusters Score -3626876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -3626868.000000 Penalty: 3343.312744
	Iteration 72Q: 3 clusters Score -3626868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -3626877.500000 Penalty: 3343.312744
	Iteration 73Q: 3 clusters Score -3626878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -3626878.000000 Penalty: 3343.312744
	Iteration 74Q: 3 clusters Score -3626878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -3626881.000000 Penalty: 3343.312744
	Iteration 75Q: 3 clusters Score -3626881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3626878.500000 Penalty: 3343.312744
	Iteration 76Q: 3 clusters Score -3626878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3626873.750000 Penalty: 3343.312744
	Iteration 77Q: 3 clusters Score -3626874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3626882.000000 Penalty: 3343.312744
	Iteration 78Q: 3 clusters Score -3626882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3626883.250000 Penalty: 3343.312744
	Iteration 79Q: 3 clusters Score -3626883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3626885.500000 Penalty: 3343.312744
	Iteration 80F: 3 clusters Score -3626886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3626888.750000 Penalty: 3343.312744
	Iteration 81Q: 3 clusters Score -3626889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3626890.000000 Penalty: 3343.312744
	Iteration 82Q: 3 clusters Score -3626890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3626889.750000 Penalty: 3343.312744
	Iteration 83Q: 3 clusters Score -3626890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -3626894.000000 Penalty: 3343.312744
	Iteration 84Q: 3 clusters Score -3626894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3626894.250000 Penalty: 3343.312744
	Iteration 85Q: 3 clusters Score -3626894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3626901.250000 Penalty: 3343.312744
	Iteration 86Q: 3 clusters Score -3626901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -3626900.500000 Penalty: 3343.312744
	Iteration 87Q: 3 clusters Score -3626900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -3626898.500000 Penalty: 3343.312744
	Iteration 88Q: 3 clusters Score -3626898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3626895.750000 Penalty: 3343.312744
	Iteration 89Q: 3 clusters Score -3626896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3626893.000000 Penalty: 3343.312744
	Iteration 90Q: 3 clusters Score -3626893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3626897.750000 Penalty: 3343.312744
	Iteration 91Q: 3 clusters Score -3626898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3626897.750000 Penalty: 3343.312744
	Iteration 92F: 3 clusters Score -3626898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -327037.718750 Penalty: 1289.416626
	Iteration 0F: 2 clusters Score -327037.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -324447.500000 Penalty: 2578.833252
	Iteration 0F: 3 clusters Score -324447.5 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -325114.906250 Penalty: 2578.833252
	Iteration 1F: 3 clusters Score -325114.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -325402.250000 Penalty: 2578.833252
	Iteration 2F: 3 clusters Score -325402.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -325642.093750 Penalty: 2578.833252
	Iteration 3F: 3 clusters Score -325642.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -325900.437500 Penalty: 2578.833252
	Iteration 4F: 3 clusters Score -325900.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -326126.468750 Penalty: 2578.833252
	Iteration 5F: 3 clusters Score -326126.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -326286.281250 Penalty: 2578.833252
	Iteration 6F: 3 clusters Score -326286.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -326380.156250 Penalty: 2578.833252
	Iteration 7Q: 3 clusters Score -326380.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -326449.343750 Penalty: 2578.833252
	Iteration 8Q: 3 clusters Score -326449.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -326483.656250 Penalty: 2578.833252
	Iteration 9Q: 3 clusters Score -326483.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -326506.875000 Penalty: 2578.833252
	Iteration 10Q: 3 clusters Score -326506.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -326525.531250 Penalty: 2578.833252
	Iteration 11Q: 3 clusters Score -326525.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -326539.500000 Penalty: 2578.833252
	Iteration 12Q: 3 clusters Score -326539.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -326552.343750 Penalty: 2578.833252
	Iteration 13Q: 3 clusters Score -326552.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -326563.156250 Penalty: 2578.833252
	Iteration 14Q: 3 clusters Score -326563.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -326571.062500 Penalty: 2578.833252
	Iteration 15Q: 3 clusters Score -326571.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -326575.562500 Penalty: 2578.833252
	Iteration 16Q: 3 clusters Score -326575.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -326579.781250 Penalty: 2578.833252
	Iteration 17Q: 3 clusters Score -326579.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -326585.031250 Penalty: 2578.833252
	Iteration 18Q: 3 clusters Score -326585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -326593.093750 Penalty: 2578.833252
	Iteration 19Q: 3 clusters Score -326593.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -326602.500000 Penalty: 2578.833252
	Iteration 20F: 3 clusters Score -326602.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -326611.500000 Penalty: 2578.833252
	Iteration 21Q: 3 clusters Score -326611.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -326619.281250 Penalty: 2578.833252
	Iteration 22Q: 3 clusters Score -326619.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -326625.000000 Penalty: 2578.833252
	Iteration 23Q: 3 clusters Score -326625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -326629.843750 Penalty: 2578.833252
	Iteration 24Q: 3 clusters Score -326629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -326634.468750 Penalty: 2578.833252
	Iteration 25Q: 3 clusters Score -326634.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -326637.812500 Penalty: 2578.833252
	Iteration 26Q: 3 clusters Score -326637.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -326641.375000 Penalty: 2578.833252
	Iteration 27Q: 3 clusters Score -326641.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -326646.312500 Penalty: 2578.833252
	Iteration 28Q: 3 clusters Score -326646.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -326651.062500 Penalty: 2578.833252
	Iteration 29Q: 3 clusters Score -326651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -326653.906250 Penalty: 2578.833252
	Iteration 30Q: 3 clusters Score -326653.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -326657.968750 Penalty: 2578.833252
	Iteration 31Q: 3 clusters Score -326658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -326666.187500 Penalty: 2578.833252
	Iteration 32Q: 3 clusters Score -326666.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -326671.750000 Penalty: 2578.833252
	Iteration 33Q: 3 clusters Score -326671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -326674.593750 Penalty: 2578.833252
	Iteration 34Q: 3 clusters Score -326674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -326678.500000 Penalty: 2578.833252
	Iteration 35Q: 3 clusters Score -326678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -326678.656250 Penalty: 2578.833252
	Iteration 36Q: 3 clusters Score -326678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -326679.750000 Penalty: 2578.833252
	Iteration 37Q: 3 clusters Score -326679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -326679.750000 Penalty: 2578.833252
	Iteration 38F: 3 clusters Score -326679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Entering Unmasked Estep 
Score: -6455210.000000 Penalty: 1761.055420
	Iteration 0F: 2 clusters Score -6455210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -6421903.500000 Penalty: 3522.110840
	Iteration 0F: 3 clusters Score -6421904 nChanged 23889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -6435499.000000 Penalty: 3522.110840
	Iteration 1F: 3 clusters Score -6435499 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -6436256.500000 Penalty: 3522.110840
	Iteration 2Q: 3 clusters Score -6436256 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -6437292.000000 Penalty: 3522.110840
	Iteration 3Q: 3 clusters Score -6437292 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -6438920.000000 Penalty: 3522.110840
	Iteration 4F: 3 clusters Score -6438920 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -6441051.500000 Penalty: 3522.110840
	Iteration 5F: 3 clusters Score -6441052 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -6443990.000000 Penalty: 3522.110840
	Iteration 6F: 3 clusters Score -6443990 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -6447156.500000 Penalty: 3522.110840
	Iteration 7F: 3 clusters Score -6447156 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -6449662.000000 Penalty: 3522.110840
	Iteration 8F: 3 clusters Score -6449662 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -6451007.500000 Penalty: 3522.110840
	Iteration 9Q: 3 clusters Score -6451008 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -6451529.000000 Penalty: 3522.110840
	Iteration 10Q: 3 clusters Score -6451529 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -6451780.500000 Penalty: 3522.110840
	Iteration 11Q: 3 clusters Score -6451780 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -6452012.000000 Penalty: 3522.110840
	Iteration 12Q: 3 clusters Score -6452012 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -6452151.500000 Penalty: 3522.110840
	Iteration 13Q: 3 clusters Score -6452152 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -6452298.000000 Penalty: 3522.110840
	Iteration 14Q: 3 clusters Score -6452298 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -6452425.500000 Penalty: 3522.110840
	Iteration 15Q: 3 clusters Score -6452426 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -6452547.500000 Penalty: 3522.110840
	Iteration 16Q: 3 clusters Score -6452548 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -6452698.000000 Penalty: 3522.110840
	Iteration 17Q: 3 clusters Score -6452698 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -6452740.500000 Penalty: 3522.110840
	Iteration 18Q: 3 clusters Score -6452740 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -6452855.500000 Penalty: 3522.110840
	Iteration 19Q: 3 clusters Score -6452856 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -6452942.000000 Penalty: 3522.110840
	Iteration 20F: 3 clusters Score -6452942 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -6453012.500000 Penalty: 3522.110840
	Iteration 21Q: 3 clusters Score -6453012 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -6453130.000000 Penalty: 3522.110840
	Iteration 22Q: 3 clusters Score -6453130 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6453202.000000 Penalty: 3522.110840
	Iteration 23Q: 3 clusters Score -6453202 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -6453270.500000 Penalty: 3522.110840
	Iteration 24Q: 3 clusters Score -6453270 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -6453328.000000 Penalty: 3522.110840
	Iteration 25Q: 3 clusters Score -6453328 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -6453395.500000 Penalty: 3522.110840
	Iteration 26Q: 3 clusters Score -6453396 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -6453432.000000 Penalty: 3522.110840
	Iteration 27Q: 3 clusters Score -6453432 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -6453457.000000 Penalty: 3522.110840
	Iteration 28Q: 3 clusters Score -6453457 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -6453515.000000 Penalty: 3522.110840
	Iteration 29Q: 3 clusters Score -6453515 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -6453538.000000 Penalty: 3522.110840
	Iteration 30Q: 3 clusters Score -6453538 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -6453556.500000 Penalty: 3522.110840
	Iteration 31Q: 3 clusters Score -6453556 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -6453597.000000 Penalty: 3522.110840
	Iteration 32Q: 3 clusters Score -6453597 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -6453638.000000 Penalty: 3522.110840
	Iteration 33Q: 3 clusters Score -6453638 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -6453641.000000 Penalty: 3522.110840
	Iteration 34Q: 3 clusters Score -6453641 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -6453667.000000 Penalty: 3522.110840
	Iteration 35Q: 3 clusters Score -6453667 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -6453693.000000 Penalty: 3522.110840
	Iteration 36Q: 3 clusters Score -6453693 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -6453714.000000 Penalty: 3522.110840
	Iteration 37Q: 3 clusters Score -6453714 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -6453721.000000 Penalty: 3522.110840
	Iteration 38Q: 3 clusters Score -6453721 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -6453742.500000 Penalty: 3522.110840
	Iteration 39Q: 3 clusters Score -6453742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -6453766.500000 Penalty: 3522.110840
	Iteration 40F: 3 clusters Score -6453766 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -6453771.000000 Penalty: 3522.110840
	Iteration 41Q: 3 clusters Score -6453771 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -6453790.500000 Penalty: 3522.110840
	Iteration 42Q: 3 clusters Score -6453790 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -6453816.000000 Penalty: 3522.110840
	Iteration 43Q: 3 clusters Score -6453816 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -6453852.000000 Penalty: 3522.110840
	Iteration 44Q: 3 clusters Score -6453852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -6453871.500000 Penalty: 3522.110840
	Iteration 45Q: 3 clusters Score -6453872 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -6453902.000000 Penalty: 3522.110840
	Iteration 46Q: 3 clusters Score -6453902 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -6453918.000000 Penalty: 3522.110840
	Iteration 47Q: 3 clusters Score -6453918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -6453908.500000 Penalty: 3522.110840
	Iteration 48Q: 3 clusters Score -6453908 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -6453932.500000 Penalty: 3522.110840
	Iteration 49Q: 3 clusters Score -6453932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -6453946.000000 Penalty: 3522.110840
	Iteration 50Q: 3 clusters Score -6453946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -6453957.000000 Penalty: 3522.110840
	Iteration 51Q: 3 clusters Score -6453957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -6453958.000000 Penalty: 3522.110840
	Iteration 52Q: 3 clusters Score -6453958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -6453961.500000 Penalty: 3522.110840
	Iteration 53Q: 3 clusters Score -6453962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6453964.000000 Penalty: 3522.110840
	Iteration 54Q: 3 clusters Score -6453964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -6453967.000000 Penalty: 3522.110840
	Iteration 55Q: 3 clusters Score -6453967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -6453970.000000 Penalty: 3522.110840
	Iteration 56Q: 3 clusters Score -6453970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -6453968.000000 Penalty: 3522.110840
	Iteration 57Q: 3 clusters Score -6453968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -6453966.500000 Penalty: 3522.110840
	Iteration 58Q: 3 clusters Score -6453966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -6453972.500000 Penalty: 3522.110840
	Iteration 59Q: 3 clusters Score -6453972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6453976.000000 Penalty: 3522.110840
	Iteration 60F: 3 clusters Score -6453976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -6453973.000000 Penalty: 3522.110840
	Iteration 61Q: 3 clusters Score -6453973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -6453979.000000 Penalty: 3522.110840
	Iteration 62Q: 3 clusters Score -6453979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -6453979.000000 Penalty: 3522.110840
	Iteration 63F: 3 clusters Score -6453979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93676 members 
Entering Unmasked Estep 
Score: -11716420.000000 Penalty: 1860.234619
	Iteration 0F: 2 clusters Score -1.171642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -11656907.000000 Penalty: 3720.469238
	Iteration 0F: 3 clusters Score -1.165691e+07 nChanged 44679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -11683295.000000 Penalty: 3720.469238
	Iteration 1F: 3 clusters Score -1.16833e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -11684982.000000 Penalty: 3720.469238
	Iteration 2Q: 3 clusters Score -1.168498e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -11687681.000000 Penalty: 3720.469238
	Iteration 3F: 3 clusters Score -1.168768e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -11692261.000000 Penalty: 3720.469238
	Iteration 4F: 3 clusters Score -1.169226e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -11698319.000000 Penalty: 3720.469238
	Iteration 5F: 3 clusters Score -1.169832e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -11703953.000000 Penalty: 3720.469238
	Iteration 6F: 3 clusters Score -1.170395e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -11706948.000000 Penalty: 3720.469238
	Iteration 7F: 3 clusters Score -1.170695e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -11707887.000000 Penalty: 3720.469238
	Iteration 8Q: 3 clusters Score -1.170789e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -11708367.000000 Penalty: 3720.469238
	Iteration 9Q: 3 clusters Score -1.170837e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -11708708.000000 Penalty: 3720.469238
	Iteration 10Q: 3 clusters Score -1.170871e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -11709004.000000 Penalty: 3720.469238
	Iteration 11Q: 3 clusters Score -1.1709e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -11709242.000000 Penalty: 3720.469238
	Iteration 12Q: 3 clusters Score -1.170924e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -11709406.000000 Penalty: 3720.469238
	Iteration 13Q: 3 clusters Score -1.170941e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -11709495.000000 Penalty: 3720.469238
	Iteration 14Q: 3 clusters Score -1.17095e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -11709410.000000 Penalty: 3720.469238
	Iteration 15Q: 3 clusters Score -1.170941e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -11709418.000000 Penalty: 3720.469238
	Iteration 16Q: 3 clusters Score -1.170942e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -11709483.000000 Penalty: 3720.469238
	Iteration 17Q: 3 clusters Score -1.170948e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -11709470.000000 Penalty: 3720.469238
	Iteration 18Q: 3 clusters Score -1.170947e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -11709417.000000 Penalty: 3720.469238
	Iteration 19Q: 3 clusters Score -1.170942e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -11709384.000000 Penalty: 3720.469238
	Iteration 20F: 3 clusters Score -1.170938e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -11709414.000000 Penalty: 3720.469238
	Iteration 21Q: 3 clusters Score -1.170941e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -11709354.000000 Penalty: 3720.469238
	Iteration 22Q: 3 clusters Score -1.170935e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -11709269.000000 Penalty: 3720.469238
	Iteration 23Q: 3 clusters Score -1.170927e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -11709223.000000 Penalty: 3720.469238
	Iteration 24Q: 3 clusters Score -1.170922e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -11709144.000000 Penalty: 3720.469238
	Iteration 25Q: 3 clusters Score -1.170914e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -11709107.000000 Penalty: 3720.469238
	Iteration 26Q: 3 clusters Score -1.170911e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -11709126.000000 Penalty: 3720.469238
	Iteration 27Q: 3 clusters Score -1.170913e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -11709098.000000 Penalty: 3720.469238
	Iteration 28Q: 3 clusters Score -1.17091e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -11709050.000000 Penalty: 3720.469238
	Iteration 29Q: 3 clusters Score -1.170905e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -11708997.000000 Penalty: 3720.469238
	Iteration 30Q: 3 clusters Score -1.1709e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -11708941.000000 Penalty: 3720.469238
	Iteration 31Q: 3 clusters Score -1.170894e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -11708871.000000 Penalty: 3720.469238
	Iteration 32Q: 3 clusters Score -1.170887e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -11708805.000000 Penalty: 3720.469238
	Iteration 33Q: 3 clusters Score -1.17088e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -11708757.000000 Penalty: 3720.469238
	Iteration 34Q: 3 clusters Score -1.170876e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -11708683.000000 Penalty: 3720.469238
	Iteration 35Q: 3 clusters Score -1.170868e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -11708631.000000 Penalty: 3720.469238
	Iteration 36Q: 3 clusters Score -1.170863e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -11708522.000000 Penalty: 3720.469238
	Iteration 37Q: 3 clusters Score -1.170852e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -11708478.000000 Penalty: 3720.469238
	Iteration 38Q: 3 clusters Score -1.170848e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -11708400.000000 Penalty: 3720.469238
	Iteration 39Q: 3 clusters Score -1.17084e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -11708315.000000 Penalty: 3720.469238
	Iteration 40F: 3 clusters Score -1.170832e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -11708238.000000 Penalty: 3720.469238
	Iteration 41Q: 3 clusters Score -1.170824e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -11708160.000000 Penalty: 3720.469238
	Iteration 42Q: 3 clusters Score -1.170816e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -11708068.000000 Penalty: 3720.469238
	Iteration 43Q: 3 clusters Score -1.170807e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -11707991.000000 Penalty: 3720.469238
	Iteration 44Q: 3 clusters Score -1.170799e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -11707878.000000 Penalty: 3720.469238
	Iteration 45Q: 3 clusters Score -1.170788e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -11707786.000000 Penalty: 3720.469238
	Iteration 46Q: 3 clusters Score -1.170779e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -11707629.000000 Penalty: 3720.469238
	Iteration 47Q: 3 clusters Score -1.170763e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -11707567.000000 Penalty: 3720.469238
	Iteration 48Q: 3 clusters Score -1.170757e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -11707552.000000 Penalty: 3720.469238
	Iteration 49Q: 3 clusters Score -1.170755e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -11707598.000000 Penalty: 3720.469238
	Iteration 50Q: 3 clusters Score -1.17076e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -11707708.000000 Penalty: 3720.469238
	Iteration 51Q: 3 clusters Score -1.170771e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -11707864.000000 Penalty: 3720.469238
	Iteration 52Q: 3 clusters Score -1.170786e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -11708294.000000 Penalty: 3720.469238
	Iteration 53Q: 3 clusters Score -1.170829e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -11708916.000000 Penalty: 3720.469238
	Iteration 54Q: 3 clusters Score -1.170892e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79558 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -11709757.000000 Penalty: 3720.469238
	Iteration 55Q: 3 clusters Score -1.170976e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -11711039.000000 Penalty: 3720.469238
	Iteration 56Q: 3 clusters Score -1.171104e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -11712685.000000 Penalty: 3720.469238
	Iteration 57Q: 3 clusters Score -1.171268e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86087 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -11713743.000000 Penalty: 3720.469238
	Iteration 58Q: 3 clusters Score -1.171374e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -11714437.000000 Penalty: 3720.469238
	Iteration 59Q: 3 clusters Score -1.171444e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -11714871.000000 Penalty: 3720.469238
	Iteration 60F: 3 clusters Score -1.171487e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -11715107.000000 Penalty: 3720.469238
	Iteration 61Q: 3 clusters Score -1.171511e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -11715208.000000 Penalty: 3720.469238
	Iteration 62Q: 3 clusters Score -1.171521e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -11715176.000000 Penalty: 3720.469238
	Iteration 63Q: 3 clusters Score -1.171518e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -11715219.000000 Penalty: 3720.469238
	Iteration 64Q: 3 clusters Score -1.171522e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -11715232.000000 Penalty: 3720.469238
	Iteration 65Q: 3 clusters Score -1.171523e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -11715273.000000 Penalty: 3720.469238
	Iteration 66Q: 3 clusters Score -1.171527e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11715256.000000 Penalty: 3720.469238
	Iteration 67Q: 3 clusters Score -1.171526e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11715219.000000 Penalty: 3720.469238
	Iteration 68Q: 3 clusters Score -1.171522e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11715277.000000 Penalty: 3720.469238
	Iteration 69Q: 3 clusters Score -1.171528e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -11715266.000000 Penalty: 3720.469238
	Iteration 70Q: 3 clusters Score -1.171527e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -11715269.000000 Penalty: 3720.469238
	Iteration 71Q: 3 clusters Score -1.171527e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11715262.000000 Penalty: 3720.469238
	Iteration 72Q: 3 clusters Score -1.171526e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11715268.000000 Penalty: 3720.469238
	Iteration 73Q: 3 clusters Score -1.171527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11715241.000000 Penalty: 3720.469238
	Iteration 74Q: 3 clusters Score -1.171524e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92840 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11715248.000000 Penalty: 3720.469238
	Iteration 75Q: 3 clusters Score -1.171525e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92870 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11715231.000000 Penalty: 3720.469238
	Iteration 76Q: 3 clusters Score -1.171523e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11715258.000000 Penalty: 3720.469238
	Iteration 77Q: 3 clusters Score -1.171526e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92911 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11715237.000000 Penalty: 3720.469238
	Iteration 78Q: 3 clusters Score -1.171524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11715250.000000 Penalty: 3720.469238
	Iteration 79Q: 3 clusters Score -1.171525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11715268.000000 Penalty: 3720.469238
	Iteration 80F: 3 clusters Score -1.171527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11715265.000000 Penalty: 3720.469238
	Iteration 81Q: 3 clusters Score -1.171526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11715273.000000 Penalty: 3720.469238
	Iteration 82Q: 3 clusters Score -1.171527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11715281.000000 Penalty: 3720.469238
	Iteration 83Q: 3 clusters Score -1.171528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11715277.000000 Penalty: 3720.469238
	Iteration 84Q: 3 clusters Score -1.171528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11715284.000000 Penalty: 3720.469238
	Iteration 85Q: 3 clusters Score -1.171528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -11715273.000000 Penalty: 3720.469238
	Iteration 86Q: 3 clusters Score -1.171527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11715281.000000 Penalty: 3720.469238
	Iteration 87Q: 3 clusters Score -1.171528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11715283.000000 Penalty: 3720.469238
	Iteration 88Q: 3 clusters Score -1.171528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11715274.000000 Penalty: 3720.469238
	Iteration 89Q: 3 clusters Score -1.171527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11715286.000000 Penalty: 3720.469238
	Iteration 90Q: 3 clusters Score -1.171529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11715291.000000 Penalty: 3720.469238
	Iteration 91Q: 3 clusters Score -1.171529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -11715289.000000 Penalty: 3720.469238
	Iteration 92Q: 3 clusters Score -1.171529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11715289.000000 Penalty: 3720.469238
	Iteration 93Q: 3 clusters Score -1.171529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11715287.000000 Penalty: 3720.469238
	Iteration 94Q: 3 clusters Score -1.171529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -11715291.000000 Penalty: 3720.469238
	Iteration 95Q: 3 clusters Score -1.171529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11715279.000000 Penalty: 3720.469238
	Iteration 96Q: 3 clusters Score -1.171528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11715283.000000 Penalty: 3720.469238
	Iteration 97Q: 3 clusters Score -1.171528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11715283.000000 Penalty: 3720.469238
	Iteration 98F: 3 clusters Score -1.171528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -40474.984375 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -40474.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39535.664062 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -39535.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39668.753906 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -39668.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39723.117188 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -39723.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39759.625000 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -39759.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39792.429688 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -39792.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39809.335938 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -39809.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39836.148438 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -39836.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39863.773438 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -39863.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39915.285156 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -39915.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39956.394531 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -39956.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39967.699219 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -39967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39976.761719 Penalty: 1934.804077
	Iteration 11Q: 3 clusters Score -39976.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39983.367188 Penalty: 1934.804077
	Iteration 12Q: 3 clusters Score -39983.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39986.644531 Penalty: 1934.804077
	Iteration 13Q: 3 clusters Score -39986.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39986.644531 Penalty: 1934.804077
	Iteration 14F: 3 clusters Score -39986.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Entering Unmasked Estep 
Score: -1700012.000000 Penalty: 1551.635498
	Iteration 0F: 2 clusters Score -1700012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1690225.500000 Penalty: 3103.270996
	Iteration 0F: 3 clusters Score -1690226 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1693558.750000 Penalty: 3103.270996
	Iteration 1F: 3 clusters Score -1693559 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1693842.250000 Penalty: 3103.270996
	Iteration 2F: 3 clusters Score -1693842 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1694121.250000 Penalty: 3103.270996
	Iteration 3Q: 3 clusters Score -1694121 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1694432.500000 Penalty: 3103.270996
	Iteration 4Q: 3 clusters Score -1694432 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1694848.125000 Penalty: 3103.270996
	Iteration 5F: 3 clusters Score -1694848 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1695425.375000 Penalty: 3103.270996
	Iteration 6F: 3 clusters Score -1695425 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1696118.625000 Penalty: 3103.270996
	Iteration 7F: 3 clusters Score -1696119 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1696868.625000 Penalty: 3103.270996
	Iteration 8F: 3 clusters Score -1696869 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1697505.250000 Penalty: 3103.270996
	Iteration 9F: 3 clusters Score -1697505 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1697968.375000 Penalty: 3103.270996
	Iteration 10Q: 3 clusters Score -1697968 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1698268.375000 Penalty: 3103.270996
	Iteration 11Q: 3 clusters Score -1698268 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1698428.125000 Penalty: 3103.270996
	Iteration 12Q: 3 clusters Score -1698428 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1698534.625000 Penalty: 3103.270996
	Iteration 13Q: 3 clusters Score -1698535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1698601.875000 Penalty: 3103.270996
	Iteration 14Q: 3 clusters Score -1698602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1698653.250000 Penalty: 3103.270996
	Iteration 15Q: 3 clusters Score -1698653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1698680.750000 Penalty: 3103.270996
	Iteration 16Q: 3 clusters Score -1698681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1698712.625000 Penalty: 3103.270996
	Iteration 17Q: 3 clusters Score -1698713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1698738.750000 Penalty: 3103.270996
	Iteration 18Q: 3 clusters Score -1698739 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1698761.750000 Penalty: 3103.270996
	Iteration 19Q: 3 clusters Score -1698762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1698771.250000 Penalty: 3103.270996
	Iteration 20F: 3 clusters Score -1698771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1698782.375000 Penalty: 3103.270996
	Iteration 21Q: 3 clusters Score -1698782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1698787.250000 Penalty: 3103.270996
	Iteration 22Q: 3 clusters Score -1698787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1698790.125000 Penalty: 3103.270996
	Iteration 23Q: 3 clusters Score -1698790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1698792.625000 Penalty: 3103.270996
	Iteration 24Q: 3 clusters Score -1698793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1698792.000000 Penalty: 3103.270996
	Iteration 25Q: 3 clusters Score -1698792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1698791.000000 Penalty: 3103.270996
	Iteration 26Q: 3 clusters Score -1698791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1698792.125000 Penalty: 3103.270996
	Iteration 27Q: 3 clusters Score -1698792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1698794.500000 Penalty: 3103.270996
	Iteration 28Q: 3 clusters Score -1698794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1698795.000000 Penalty: 3103.270996
	Iteration 29Q: 3 clusters Score -1698795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1698795.500000 Penalty: 3103.270996
	Iteration 30Q: 3 clusters Score -1698796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1698797.750000 Penalty: 3103.270996
	Iteration 31Q: 3 clusters Score -1698798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1698796.500000 Penalty: 3103.270996
	Iteration 32Q: 3 clusters Score -1698796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1698799.375000 Penalty: 3103.270996
	Iteration 33Q: 3 clusters Score -1698799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1698799.875000 Penalty: 3103.270996
	Iteration 34Q: 3 clusters Score -1698800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1698799.875000 Penalty: 3103.270996
	Iteration 35F: 3 clusters Score -1698800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -818346.250000 Penalty: 1431.505615
	Iteration 0F: 2 clusters Score -818346.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -813313.875000 Penalty: 2863.011230
	Iteration 0F: 3 clusters Score -813313.9 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -814835.437500 Penalty: 2863.011230
	Iteration 1F: 3 clusters Score -814835.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -815058.000000 Penalty: 2863.011230
	Iteration 2F: 3 clusters Score -815058 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -815206.562500 Penalty: 2863.011230
	Iteration 3F: 3 clusters Score -815206.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -815328.562500 Penalty: 2863.011230
	Iteration 4Q: 3 clusters Score -815328.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -815448.812500 Penalty: 2863.011230
	Iteration 5Q: 3 clusters Score -815448.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -815567.125000 Penalty: 2863.011230
	Iteration 6Q: 3 clusters Score -815567.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -815713.000000 Penalty: 2863.011230
	Iteration 7Q: 3 clusters Score -815713 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -815861.375000 Penalty: 2863.011230
	Iteration 8Q: 3 clusters Score -815861.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -816009.062500 Penalty: 2863.011230
	Iteration 9Q: 3 clusters Score -816009.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -816129.687500 Penalty: 2863.011230
	Iteration 10Q: 3 clusters Score -816129.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -816261.375000 Penalty: 2863.011230
	Iteration 11Q: 3 clusters Score -816261.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -816380.687500 Penalty: 2863.011230
	Iteration 12Q: 3 clusters Score -816380.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -816485.000000 Penalty: 2863.011230
	Iteration 13Q: 3 clusters Score -816485 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -816570.312500 Penalty: 2863.011230
	Iteration 14Q: 3 clusters Score -816570.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -816651.312500 Penalty: 2863.011230
	Iteration 15Q: 3 clusters Score -816651.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -816731.125000 Penalty: 2863.011230
	Iteration 16Q: 3 clusters Score -816731.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -816794.312500 Penalty: 2863.011230
	Iteration 17Q: 3 clusters Score -816794.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -816843.812500 Penalty: 2863.011230
	Iteration 18Q: 3 clusters Score -816843.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -816881.437500 Penalty: 2863.011230
	Iteration 19Q: 3 clusters Score -816881.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -816925.500000 Penalty: 2863.011230
	Iteration 20F: 3 clusters Score -816925.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -816970.375000 Penalty: 2863.011230
	Iteration 21Q: 3 clusters Score -816970.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -817004.625000 Penalty: 2863.011230
	Iteration 22Q: 3 clusters Score -817004.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -817028.375000 Penalty: 2863.011230
	Iteration 23Q: 3 clusters Score -817028.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -817045.187500 Penalty: 2863.011230
	Iteration 24Q: 3 clusters Score -817045.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -817059.500000 Penalty: 2863.011230
	Iteration 25Q: 3 clusters Score -817059.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -817079.375000 Penalty: 2863.011230
	Iteration 26Q: 3 clusters Score -817079.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -817094.187500 Penalty: 2863.011230
	Iteration 27Q: 3 clusters Score -817094.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -817119.875000 Penalty: 2863.011230
	Iteration 28Q: 3 clusters Score -817119.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -817147.312500 Penalty: 2863.011230
	Iteration 29Q: 3 clusters Score -817147.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -817169.437500 Penalty: 2863.011230
	Iteration 30Q: 3 clusters Score -817169.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -817183.812500 Penalty: 2863.011230
	Iteration 31Q: 3 clusters Score -817183.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -817190.062500 Penalty: 2863.011230
	Iteration 32Q: 3 clusters Score -817190.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -817197.625000 Penalty: 2863.011230
	Iteration 33Q: 3 clusters Score -817197.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -817201.375000 Penalty: 2863.011230
	Iteration 34Q: 3 clusters Score -817201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -817204.437500 Penalty: 2863.011230
	Iteration 35Q: 3 clusters Score -817204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -817205.687500 Penalty: 2863.011230
	Iteration 36Q: 3 clusters Score -817205.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -817205.687500 Penalty: 2863.011230
	Iteration 37F: 3 clusters Score -817205.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Entering Unmasked Estep 
Score: -413663.250000 Penalty: 1321.373779
	Iteration 0F: 2 clusters Score -413663.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -410694.593750 Penalty: 2642.747559
	Iteration 0F: 3 clusters Score -410694.6 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -411420.437500 Penalty: 2642.747559
	Iteration 1F: 3 clusters Score -411420.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -411542.031250 Penalty: 2642.747559
	Iteration 2F: 3 clusters Score -411542 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -411615.812500 Penalty: 2642.747559
	Iteration 3Q: 3 clusters Score -411615.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -411666.281250 Penalty: 2642.747559
	Iteration 4Q: 3 clusters Score -411666.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -411709.250000 Penalty: 2642.747559
	Iteration 5Q: 3 clusters Score -411709.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -411748.562500 Penalty: 2642.747559
	Iteration 6Q: 3 clusters Score -411748.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -411788.031250 Penalty: 2642.747559
	Iteration 7Q: 3 clusters Score -411788 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -411828.281250 Penalty: 2642.747559
	Iteration 8Q: 3 clusters Score -411828.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -411872.312500 Penalty: 2642.747559
	Iteration 9Q: 3 clusters Score -411872.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -411919.750000 Penalty: 2642.747559
	Iteration 10Q: 3 clusters Score -411919.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -411971.781250 Penalty: 2642.747559
	Iteration 11Q: 3 clusters Score -411971.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -412029.281250 Penalty: 2642.747559
	Iteration 12Q: 3 clusters Score -412029.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -412096.968750 Penalty: 2642.747559
	Iteration 13Q: 3 clusters Score -412097 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -412155.406250 Penalty: 2642.747559
	Iteration 14Q: 3 clusters Score -412155.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -412201.375000 Penalty: 2642.747559
	Iteration 15Q: 3 clusters Score -412201.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -412244.312500 Penalty: 2642.747559
	Iteration 16Q: 3 clusters Score -412244.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -412272.125000 Penalty: 2642.747559
	Iteration 17Q: 3 clusters Score -412272.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -412294.000000 Penalty: 2642.747559
	Iteration 18Q: 3 clusters Score -412294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -412316.218750 Penalty: 2642.747559
	Iteration 19Q: 3 clusters Score -412316.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -412336.187500 Penalty: 2642.747559
	Iteration 20F: 3 clusters Score -412336.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -412358.156250 Penalty: 2642.747559
	Iteration 21Q: 3 clusters Score -412358.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -412375.812500 Penalty: 2642.747559
	Iteration 22Q: 3 clusters Score -412375.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -412393.187500 Penalty: 2642.747559
	Iteration 23Q: 3 clusters Score -412393.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -412411.531250 Penalty: 2642.747559
	Iteration 24Q: 3 clusters Score -412411.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -412422.093750 Penalty: 2642.747559
	Iteration 25Q: 3 clusters Score -412422.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -412434.656250 Penalty: 2642.747559
	Iteration 26Q: 3 clusters Score -412434.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -412447.093750 Penalty: 2642.747559
	Iteration 27Q: 3 clusters Score -412447.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -412455.406250 Penalty: 2642.747559
	Iteration 28Q: 3 clusters Score -412455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -412457.625000 Penalty: 2642.747559
	Iteration 29Q: 3 clusters Score -412457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -412460.187500 Penalty: 2642.747559
	Iteration 30Q: 3 clusters Score -412460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -412464.156250 Penalty: 2642.747559
	Iteration 31Q: 3 clusters Score -412464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -412466.406250 Penalty: 2642.747559
	Iteration 32Q: 3 clusters Score -412466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -412466.281250 Penalty: 2642.747559
	Iteration 33Q: 3 clusters Score -412466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -412466.281250 Penalty: 2642.747559
	Iteration 34F: 3 clusters Score -412466.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (105550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105550 members 
Entering Unmasked Estep 
Score: -13105920.000000 Penalty: 1879.627808
	Iteration 0F: 2 clusters Score -1.310592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -13039952.000000 Penalty: 3759.255615
	Iteration 0F: 3 clusters Score -1.303995e+07 nChanged 50605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -13069498.000000 Penalty: 3759.255615
	Iteration 1F: 3 clusters Score -1.30695e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -13070207.000000 Penalty: 3759.255615
	Iteration 2Q: 3 clusters Score -1.307021e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -13071092.000000 Penalty: 3759.255615
	Iteration 3Q: 3 clusters Score -1.307109e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -13072422.000000 Penalty: 3759.255615
	Iteration 4Q: 3 clusters Score -1.307242e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -13074471.000000 Penalty: 3759.255615
	Iteration 5Q: 3 clusters Score -1.307447e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -13077526.000000 Penalty: 3759.255615
	Iteration 6F: 3 clusters Score -1.307753e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -13082573.000000 Penalty: 3759.255615
	Iteration 7F: 3 clusters Score -1.308257e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -13088465.000000 Penalty: 3759.255615
	Iteration 8F: 3 clusters Score -1.308846e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -13093627.000000 Penalty: 3759.255615
	Iteration 9F: 3 clusters Score -1.309363e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -13097897.000000 Penalty: 3759.255615
	Iteration 10Q: 3 clusters Score -1.30979e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -13100497.000000 Penalty: 3759.255615
	Iteration 11Q: 3 clusters Score -1.31005e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97796 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -13101911.000000 Penalty: 3759.255615
	Iteration 12Q: 3 clusters Score -1.310191e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -13102653.000000 Penalty: 3759.255615
	Iteration 13Q: 3 clusters Score -1.310265e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -13103176.000000 Penalty: 3759.255615
	Iteration 14Q: 3 clusters Score -1.310318e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -13103358.000000 Penalty: 3759.255615
	Iteration 15Q: 3 clusters Score -1.310336e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100631 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -13103491.000000 Penalty: 3759.255615
	Iteration 16Q: 3 clusters Score -1.310349e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -13103611.000000 Penalty: 3759.255615
	Iteration 17Q: 3 clusters Score -1.310361e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -13103667.000000 Penalty: 3759.255615
	Iteration 18Q: 3 clusters Score -1.310367e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -13103732.000000 Penalty: 3759.255615
	Iteration 19Q: 3 clusters Score -1.310373e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -13103803.000000 Penalty: 3759.255615
	Iteration 20F: 3 clusters Score -1.31038e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101623 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -13103820.000000 Penalty: 3759.255615
	Iteration 21Q: 3 clusters Score -1.310382e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -13103889.000000 Penalty: 3759.255615
	Iteration 22Q: 3 clusters Score -1.310389e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101795 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -13103959.000000 Penalty: 3759.255615
	Iteration 23Q: 3 clusters Score -1.310396e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101863 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -13103963.000000 Penalty: 3759.255615
	Iteration 24Q: 3 clusters Score -1.310396e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101935 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -13103988.000000 Penalty: 3759.255615
	Iteration 25Q: 3 clusters Score -1.310399e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -13104013.000000 Penalty: 3759.255615
	Iteration 26Q: 3 clusters Score -1.310401e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -13103998.000000 Penalty: 3759.255615
	Iteration 27Q: 3 clusters Score -1.3104e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102106 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -13104005.000000 Penalty: 3759.255615
	Iteration 28Q: 3 clusters Score -1.3104e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -13104014.000000 Penalty: 3759.255615
	Iteration 29Q: 3 clusters Score -1.310401e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -13104017.000000 Penalty: 3759.255615
	Iteration 30Q: 3 clusters Score -1.310402e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102193 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -13104065.000000 Penalty: 3759.255615
	Iteration 31Q: 3 clusters Score -1.310406e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102220 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -13104084.000000 Penalty: 3759.255615
	Iteration 32Q: 3 clusters Score -1.310408e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -13104098.000000 Penalty: 3759.255615
	Iteration 33Q: 3 clusters Score -1.31041e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102229 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -13104112.000000 Penalty: 3759.255615
	Iteration 34Q: 3 clusters Score -1.310411e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102221 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -13104117.000000 Penalty: 3759.255615
	Iteration 35Q: 3 clusters Score -1.310412e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102227 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -13104124.000000 Penalty: 3759.255615
	Iteration 36Q: 3 clusters Score -1.310412e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102237 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -13104148.000000 Penalty: 3759.255615
	Iteration 37Q: 3 clusters Score -1.310415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -13104148.000000 Penalty: 3759.255615
	Iteration 38Q: 3 clusters Score -1.310415e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102257 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -13104149.000000 Penalty: 3759.255615
	Iteration 39Q: 3 clusters Score -1.310415e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -13104164.000000 Penalty: 3759.255615
	Iteration 40F: 3 clusters Score -1.310416e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -13104171.000000 Penalty: 3759.255615
	Iteration 41Q: 3 clusters Score -1.310417e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102281 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -13104164.000000 Penalty: 3759.255615
	Iteration 42Q: 3 clusters Score -1.310416e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102288 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -13104174.000000 Penalty: 3759.255615
	Iteration 43Q: 3 clusters Score -1.310417e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102292 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -13104168.000000 Penalty: 3759.255615
	Iteration 44Q: 3 clusters Score -1.310417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -13104177.000000 Penalty: 3759.255615
	Iteration 45Q: 3 clusters Score -1.310418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102307 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -13104188.000000 Penalty: 3759.255615
	Iteration 46Q: 3 clusters Score -1.310419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -13104182.000000 Penalty: 3759.255615
	Iteration 47Q: 3 clusters Score -1.310418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -13104188.000000 Penalty: 3759.255615
	Iteration 48Q: 3 clusters Score -1.310419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102324 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -13104178.000000 Penalty: 3759.255615
	Iteration 49Q: 3 clusters Score -1.310418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -13104185.000000 Penalty: 3759.255615
	Iteration 50Q: 3 clusters Score -1.310418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -13104196.000000 Penalty: 3759.255615
	Iteration 51Q: 3 clusters Score -1.31042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102320 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -13104195.000000 Penalty: 3759.255615
	Iteration 52Q: 3 clusters Score -1.31042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -13104186.000000 Penalty: 3759.255615
	Iteration 53Q: 3 clusters Score -1.310419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -13104184.000000 Penalty: 3759.255615
	Iteration 54Q: 3 clusters Score -1.310418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -13104185.000000 Penalty: 3759.255615
	Iteration 55Q: 3 clusters Score -1.310418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -13104189.000000 Penalty: 3759.255615
	Iteration 56Q: 3 clusters Score -1.310419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -13104182.000000 Penalty: 3759.255615
	Iteration 57Q: 3 clusters Score -1.310418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -13104182.000000 Penalty: 3759.255615
	Iteration 58Q: 3 clusters Score -1.310418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -13104182.000000 Penalty: 3759.255615
	Iteration 59F: 3 clusters Score -1.310418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48151.453125 Penalty: 1009.222473
	Iteration 0F: 2 clusters Score -48151.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47206.570312 Penalty: 2018.444946
	Iteration 0F: 3 clusters Score -47206.57 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47653.062500 Penalty: 2018.444946
	Iteration 1F: 3 clusters Score -47653.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47819.035156 Penalty: 2018.444946
	Iteration 2F: 3 clusters Score -47819.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47887.250000 Penalty: 2018.444946
	Iteration 3F: 3 clusters Score -47887.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47981.792969 Penalty: 2018.444946
	Iteration 4Q: 3 clusters Score -47981.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48046.691406 Penalty: 2018.444946
	Iteration 5Q: 3 clusters Score -48046.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48066.976562 Penalty: 2018.444946
	Iteration 6Q: 3 clusters Score -48066.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48081.906250 Penalty: 2018.444946
	Iteration 7Q: 3 clusters Score -48081.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48116.335938 Penalty: 2018.444946
	Iteration 8Q: 3 clusters Score -48116.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48157.058594 Penalty: 2018.444946
	Iteration 9Q: 3 clusters Score -48157.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48194.757812 Penalty: 2018.444946
	Iteration 10Q: 3 clusters Score -48194.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48224.585938 Penalty: 2018.444946
	Iteration 11Q: 3 clusters Score -48224.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48274.128906 Penalty: 2018.444946
	Iteration 12Q: 3 clusters Score -48274.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48312.015625 Penalty: 2018.444946
	Iteration 13Q: 3 clusters Score -48312.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48328.699219 Penalty: 2018.444946
	Iteration 14Q: 3 clusters Score -48328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48332.671875 Penalty: 2018.444946
	Iteration 15Q: 3 clusters Score -48332.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48339.886719 Penalty: 2018.444946
	Iteration 16F: 3 clusters Score -48339.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48383.167969 Penalty: 2018.444946
	Iteration 17Q: 3 clusters Score -48383.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48384.585938 Penalty: 2018.444946
	Iteration 18Q: 3 clusters Score -48384.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48384.585938 Penalty: 2018.444946
	Iteration 19F: 3 clusters Score -48384.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 95625 members 
Mstep: Class 3 contains 86380 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 29352 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 50882 members 
Mstep: Class 8 contains 93676 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14024 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 105550 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 92129 members 
Mstep: Class 21 contains 23250 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 53180 members 
Mstep: Class 25 contains 12737 members 
Mstep: Class 26 contains 86478 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7878 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 192 members 
Entering Unmasked Estep 
Score: -102225992.000000 Penalty: 75375.343750
Splitting cluster 14 changes total score from -102226824.000000 to -102225992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Entering Unmasked Estep 
Score: -646478.937500 Penalty: 1395.614502
	Iteration 0F: 2 clusters Score -646478.9 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 2729 members 
Entering Unmasked Estep 
Score: -642286.937500 Penalty: 2791.229004
	Iteration 0F: 3 clusters Score -642286.9 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -643528.437500 Penalty: 2791.229004
	Iteration 1F: 3 clusters Score -643528.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -643732.125000 Penalty: 2791.229004
	Iteration 2F: 3 clusters Score -643732.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -643841.125000 Penalty: 2791.229004
	Iteration 3F: 3 clusters Score -643841.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -643920.250000 Penalty: 2791.229004
	Iteration 4Q: 3 clusters Score -643920.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -643983.562500 Penalty: 2791.229004
	Iteration 5Q: 3 clusters Score -643983.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -644035.562500 Penalty: 2791.229004
	Iteration 6Q: 3 clusters Score -644035.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -644085.375000 Penalty: 2791.229004
	Iteration 7Q: 3 clusters Score -644085.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -644122.500000 Penalty: 2791.229004
	Iteration 8Q: 3 clusters Score -644122.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -644160.125000 Penalty: 2791.229004
	Iteration 9Q: 3 clusters Score -644160.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -644213.500000 Penalty: 2791.229004
	Iteration 10Q: 3 clusters Score -644213.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -644267.375000 Penalty: 2791.229004
	Iteration 11Q: 3 clusters Score -644267.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -644308.125000 Penalty: 2791.229004
	Iteration 12Q: 3 clusters Score -644308.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -644347.687500 Penalty: 2791.229004
	Iteration 13Q: 3 clusters Score -644347.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -644398.937500 Penalty: 2791.229004
	Iteration 14Q: 3 clusters Score -644398.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -644454.250000 Penalty: 2791.229004
	Iteration 15Q: 3 clusters Score -644454.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -644513.062500 Penalty: 2791.229004
	Iteration 16Q: 3 clusters Score -644513.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -644578.500000 Penalty: 2791.229004
	Iteration 17Q: 3 clusters Score -644578.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -644653.312500 Penalty: 2791.229004
	Iteration 18Q: 3 clusters Score -644653.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -644725.437500 Penalty: 2791.229004
	Iteration 19Q: 3 clusters Score -644725.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -644791.437500 Penalty: 2791.229004
	Iteration 20F: 3 clusters Score -644791.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -644843.187500 Penalty: 2791.229004
	Iteration 21Q: 3 clusters Score -644843.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -644898.187500 Penalty: 2791.229004
	Iteration 22Q: 3 clusters Score -644898.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -644949.250000 Penalty: 2791.229004
	Iteration 23Q: 3 clusters Score -644949.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -644996.250000 Penalty: 2791.229004
	Iteration 24Q: 3 clusters Score -644996.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -645033.500000 Penalty: 2791.229004
	Iteration 25Q: 3 clusters Score -645033.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -645062.250000 Penalty: 2791.229004
	Iteration 26Q: 3 clusters Score -645062.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -645094.250000 Penalty: 2791.229004
	Iteration 27Q: 3 clusters Score -645094.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -645118.500000 Penalty: 2791.229004
	Iteration 28Q: 3 clusters Score -645118.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -645139.687500 Penalty: 2791.229004
	Iteration 29Q: 3 clusters Score -645139.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -645159.625000 Penalty: 2791.229004
	Iteration 30Q: 3 clusters Score -645159.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -645178.812500 Penalty: 2791.229004
	Iteration 31Q: 3 clusters Score -645178.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -645202.125000 Penalty: 2791.229004
	Iteration 32Q: 3 clusters Score -645202.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -645215.062500 Penalty: 2791.229004
	Iteration 33Q: 3 clusters Score -645215.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -645226.500000 Penalty: 2791.229004
	Iteration 34Q: 3 clusters Score -645226.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -645233.500000 Penalty: 2791.229004
	Iteration 35Q: 3 clusters Score -645233.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -645243.375000 Penalty: 2791.229004
	Iteration 36Q: 3 clusters Score -645243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -645248.625000 Penalty: 2791.229004
	Iteration 37Q: 3 clusters Score -645248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -645251.250000 Penalty: 2791.229004
	Iteration 38Q: 3 clusters Score -645251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -645252.500000 Penalty: 2791.229004
	Iteration 39Q: 3 clusters Score -645252.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -645252.812500 Penalty: 2791.229004
	Iteration 40F: 3 clusters Score -645252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -645253.750000 Penalty: 2791.229004
	Iteration 41Q: 3 clusters Score -645253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -645257.312500 Penalty: 2791.229004
	Iteration 42Q: 3 clusters Score -645257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -645259.312500 Penalty: 2791.229004
	Iteration 43Q: 3 clusters Score -645259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -645262.312500 Penalty: 2791.229004
	Iteration 44Q: 3 clusters Score -645262.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -645262.000000 Penalty: 2791.229004
	Iteration 45Q: 3 clusters Score -645262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -645262.875000 Penalty: 2791.229004
	Iteration 46Q: 3 clusters Score -645262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -645266.000000 Penalty: 2791.229004
	Iteration 47Q: 3 clusters Score -645266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -645266.937500 Penalty: 2791.229004
	Iteration 48Q: 3 clusters Score -645266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -645269.312500 Penalty: 2791.229004
	Iteration 49Q: 3 clusters Score -645269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -645268.812500 Penalty: 2791.229004
	Iteration 50Q: 3 clusters Score -645268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -645269.187500 Penalty: 2791.229004
	Iteration 51Q: 3 clusters Score -645269.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -645269.187500 Penalty: 2791.229004
	Iteration 52F: 3 clusters Score -645269.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30365.167969 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30365.17 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 187 members 
Entering Unmasked Estep 
Score: -29592.333984 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29592.33 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30011.314453 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -30011.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30151.244141 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -30151.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30231.757812 Penalty: 1925.383179
	Iteration 3Q: 3 clusters Score -30231.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30275.589844 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -30275.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30279.322266 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30279.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30287.113281 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -30287.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30295.794922 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -30295.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30295.794922 Penalty: 1925.383179
	Iteration 8F: 3 clusters Score -30295.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Entering Unmasked Estep 
Score: -402324.281250 Penalty: 1325.386230
	Iteration 0F: 2 clusters Score -402324.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -399289.062500 Penalty: 2650.772461
	Iteration 0F: 3 clusters Score -399289.1 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -400208.750000 Penalty: 2650.772461
	Iteration 1F: 3 clusters Score -400208.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -400561.156250 Penalty: 2650.772461
	Iteration 2F: 3 clusters Score -400561.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -400867.593750 Penalty: 2650.772461
	Iteration 3F: 3 clusters Score -400867.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -401138.468750 Penalty: 2650.772461
	Iteration 4F: 3 clusters Score -401138.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -401321.468750 Penalty: 2650.772461
	Iteration 5F: 3 clusters Score -401321.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -401446.031250 Penalty: 2650.772461
	Iteration 6Q: 3 clusters Score -401446 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -401545.875000 Penalty: 2650.772461
	Iteration 7Q: 3 clusters Score -401545.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -401629.218750 Penalty: 2650.772461
	Iteration 8Q: 3 clusters Score -401629.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -401686.000000 Penalty: 2650.772461
	Iteration 9Q: 3 clusters Score -401686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -401720.312500 Penalty: 2650.772461
	Iteration 10Q: 3 clusters Score -401720.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -401737.500000 Penalty: 2650.772461
	Iteration 11Q: 3 clusters Score -401737.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -401753.562500 Penalty: 2650.772461
	Iteration 12Q: 3 clusters Score -401753.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -401764.937500 Penalty: 2650.772461
	Iteration 13Q: 3 clusters Score -401764.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -401770.000000 Penalty: 2650.772461
	Iteration 14Q: 3 clusters Score -401770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -401772.062500 Penalty: 2650.772461
	Iteration 15Q: 3 clusters Score -401772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -401772.593750 Penalty: 2650.772461
	Iteration 16Q: 3 clusters Score -401772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -401773.406250 Penalty: 2650.772461
	Iteration 17Q: 3 clusters Score -401773.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -401775.093750 Penalty: 2650.772461
	Iteration 18Q: 3 clusters Score -401775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -401776.968750 Penalty: 2650.772461
	Iteration 19Q: 3 clusters Score -401777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -401776.625000 Penalty: 2650.772461
	Iteration 20F: 3 clusters Score -401776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -401777.937500 Penalty: 2650.772461
	Iteration 21Q: 3 clusters Score -401777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -401777.656250 Penalty: 2650.772461
	Iteration 22Q: 3 clusters Score -401777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -401778.375000 Penalty: 2650.772461
	Iteration 23Q: 3 clusters Score -401778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -401778.375000 Penalty: 2650.772461
	Iteration 24F: 3 clusters Score -401778.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -393939.687500 Penalty: 1320.366943
	Iteration 0F: 2 clusters Score -393939.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -390991.968750 Penalty: 2640.733887
	Iteration 0F: 3 clusters Score -390992 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -391714.812500 Penalty: 2640.733887
	Iteration 1F: 3 clusters Score -391714.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -391862.843750 Penalty: 2640.733887
	Iteration 2F: 3 clusters Score -391862.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -391963.187500 Penalty: 2640.733887
	Iteration 3F: 3 clusters Score -391963.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -392039.500000 Penalty: 2640.733887
	Iteration 4Q: 3 clusters Score -392039.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -392096.031250 Penalty: 2640.733887
	Iteration 5Q: 3 clusters Score -392096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -392145.687500 Penalty: 2640.733887
	Iteration 6Q: 3 clusters Score -392145.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -392185.375000 Penalty: 2640.733887
	Iteration 7Q: 3 clusters Score -392185.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -392230.843750 Penalty: 2640.733887
	Iteration 8Q: 3 clusters Score -392230.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -392270.093750 Penalty: 2640.733887
	Iteration 9Q: 3 clusters Score -392270.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -392324.593750 Penalty: 2640.733887
	Iteration 10Q: 3 clusters Score -392324.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -392390.156250 Penalty: 2640.733887
	Iteration 11Q: 3 clusters Score -392390.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -392445.187500 Penalty: 2640.733887
	Iteration 12Q: 3 clusters Score -392445.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -392497.500000 Penalty: 2640.733887
	Iteration 13Q: 3 clusters Score -392497.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -392540.031250 Penalty: 2640.733887
	Iteration 14Q: 3 clusters Score -392540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -392579.343750 Penalty: 2640.733887
	Iteration 15Q: 3 clusters Score -392579.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -392606.218750 Penalty: 2640.733887
	Iteration 16Q: 3 clusters Score -392606.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -392636.937500 Penalty: 2640.733887
	Iteration 17Q: 3 clusters Score -392636.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -392673.718750 Penalty: 2640.733887
	Iteration 18Q: 3 clusters Score -392673.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -392717.593750 Penalty: 2640.733887
	Iteration 19Q: 3 clusters Score -392717.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -392769.218750 Penalty: 2640.733887
	Iteration 20F: 3 clusters Score -392769.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -392813.125000 Penalty: 2640.733887
	Iteration 21Q: 3 clusters Score -392813.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -392846.062500 Penalty: 2640.733887
	Iteration 22Q: 3 clusters Score -392846.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -392872.250000 Penalty: 2640.733887
	Iteration 23Q: 3 clusters Score -392872.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -392890.781250 Penalty: 2640.733887
	Iteration 24Q: 3 clusters Score -392890.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -392905.437500 Penalty: 2640.733887
	Iteration 25Q: 3 clusters Score -392905.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -392916.875000 Penalty: 2640.733887
	Iteration 26Q: 3 clusters Score -392916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -392924.687500 Penalty: 2640.733887
	Iteration 27Q: 3 clusters Score -392924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -392928.000000 Penalty: 2640.733887
	Iteration 28Q: 3 clusters Score -392928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -392929.937500 Penalty: 2640.733887
	Iteration 29Q: 3 clusters Score -392929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -392929.937500 Penalty: 2640.733887
	Iteration 30F: 3 clusters Score -392929.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Entering Unmasked Estep 
Score: -1169867.375000 Penalty: 1492.466187
	Iteration 0F: 2 clusters Score -1169867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1162845.750000 Penalty: 2984.932373
	Iteration 0F: 3 clusters Score -1162846 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1165209.375000 Penalty: 2984.932373
	Iteration 1F: 3 clusters Score -1165209 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1165755.375000 Penalty: 2984.932373
	Iteration 2F: 3 clusters Score -1165755 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1166392.875000 Penalty: 2984.932373
	Iteration 3F: 3 clusters Score -1166393 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1167055.000000 Penalty: 2984.932373
	Iteration 4F: 3 clusters Score -1167055 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1167680.125000 Penalty: 2984.932373
	Iteration 5F: 3 clusters Score -1167680 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1168159.375000 Penalty: 2984.932373
	Iteration 6F: 3 clusters Score -1168159 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1168447.125000 Penalty: 2984.932373
	Iteration 7Q: 3 clusters Score -1168447 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1168623.000000 Penalty: 2984.932373
	Iteration 8Q: 3 clusters Score -1168623 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1168725.250000 Penalty: 2984.932373
	Iteration 9Q: 3 clusters Score -1168725 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1168789.875000 Penalty: 2984.932373
	Iteration 10Q: 3 clusters Score -1168790 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1168841.375000 Penalty: 2984.932373
	Iteration 11Q: 3 clusters Score -1168841 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1168886.250000 Penalty: 2984.932373
	Iteration 12Q: 3 clusters Score -1168886 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1168920.125000 Penalty: 2984.932373
	Iteration 13Q: 3 clusters Score -1168920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1168943.625000 Penalty: 2984.932373
	Iteration 14Q: 3 clusters Score -1168944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1168965.000000 Penalty: 2984.932373
	Iteration 15Q: 3 clusters Score -1168965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1168983.250000 Penalty: 2984.932373
	Iteration 16Q: 3 clusters Score -1168983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1169003.375000 Penalty: 2984.932373
	Iteration 17Q: 3 clusters Score -1169003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1169019.250000 Penalty: 2984.932373
	Iteration 18Q: 3 clusters Score -1169019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1169030.125000 Penalty: 2984.932373
	Iteration 19Q: 3 clusters Score -1169030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1169043.500000 Penalty: 2984.932373
	Iteration 20F: 3 clusters Score -1169044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1169054.375000 Penalty: 2984.932373
	Iteration 21Q: 3 clusters Score -1169054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1169063.500000 Penalty: 2984.932373
	Iteration 22Q: 3 clusters Score -1169064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1169082.750000 Penalty: 2984.932373
	Iteration 23Q: 3 clusters Score -1169083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1169094.250000 Penalty: 2984.932373
	Iteration 24Q: 3 clusters Score -1169094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1169105.750000 Penalty: 2984.932373
	Iteration 25Q: 3 clusters Score -1169106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1169116.750000 Penalty: 2984.932373
	Iteration 26Q: 3 clusters Score -1169117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1169121.625000 Penalty: 2984.932373
	Iteration 27Q: 3 clusters Score -1169122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1169130.375000 Penalty: 2984.932373
	Iteration 28Q: 3 clusters Score -1169130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1169135.125000 Penalty: 2984.932373
	Iteration 29Q: 3 clusters Score -1169135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1169138.875000 Penalty: 2984.932373
	Iteration 30Q: 3 clusters Score -1169139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1169140.375000 Penalty: 2984.932373
	Iteration 31Q: 3 clusters Score -1169140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1169143.250000 Penalty: 2984.932373
	Iteration 32Q: 3 clusters Score -1169143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1169147.750000 Penalty: 2984.932373
	Iteration 33Q: 3 clusters Score -1169148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1169148.750000 Penalty: 2984.932373
	Iteration 34Q: 3 clusters Score -1169149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1169152.875000 Penalty: 2984.932373
	Iteration 35Q: 3 clusters Score -1169153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1169153.375000 Penalty: 2984.932373
	Iteration 36Q: 3 clusters Score -1169153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1169156.750000 Penalty: 2984.932373
	Iteration 37Q: 3 clusters Score -1169157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1169157.500000 Penalty: 2984.932373
	Iteration 38Q: 3 clusters Score -1169158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1169157.625000 Penalty: 2984.932373
	Iteration 39Q: 3 clusters Score -1169158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1169155.875000 Penalty: 2984.932373
	Iteration 40F: 3 clusters Score -1169156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1169159.750000 Penalty: 2984.932373
	Iteration 41Q: 3 clusters Score -1169160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1169159.375000 Penalty: 2984.932373
	Iteration 42Q: 3 clusters Score -1169159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1169159.125000 Penalty: 2984.932373
	Iteration 43Q: 3 clusters Score -1169159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1169159.500000 Penalty: 2984.932373
	Iteration 44Q: 3 clusters Score -1169160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1169162.875000 Penalty: 2984.932373
	Iteration 45Q: 3 clusters Score -1169163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1169163.375000 Penalty: 2984.932373
	Iteration 46Q: 3 clusters Score -1169163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1169163.375000 Penalty: 2984.932373
	Iteration 47F: 3 clusters Score -1169163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (92129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Entering Unmasked Estep 
Score: -11362822.000000 Penalty: 1857.528687
	Iteration 0F: 2 clusters Score -1.136282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -11302074.000000 Penalty: 3715.057373
	Iteration 0F: 3 clusters Score -1.130207e+07 nChanged 44080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -11327883.000000 Penalty: 3715.057373
	Iteration 1F: 3 clusters Score -1.132788e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -11328851.000000 Penalty: 3715.057373
	Iteration 2Q: 3 clusters Score -1.132885e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -11330319.000000 Penalty: 3715.057373
	Iteration 3Q: 3 clusters Score -1.133032e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -11332819.000000 Penalty: 3715.057373
	Iteration 4F: 3 clusters Score -1.133282e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -11336879.000000 Penalty: 3715.057373
	Iteration 5F: 3 clusters Score -1.133688e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -11342603.000000 Penalty: 3715.057373
	Iteration 6F: 3 clusters Score -1.13426e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -11348707.000000 Penalty: 3715.057373
	Iteration 7F: 3 clusters Score -1.134871e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -11353669.000000 Penalty: 3715.057373
	Iteration 8F: 3 clusters Score -1.135367e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -11356858.000000 Penalty: 3715.057373
	Iteration 9Q: 3 clusters Score -1.135686e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -11358577.000000 Penalty: 3715.057373
	Iteration 10Q: 3 clusters Score -1.135858e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -11359723.000000 Penalty: 3715.057373
	Iteration 11Q: 3 clusters Score -1.135972e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -11360457.000000 Penalty: 3715.057373
	Iteration 12Q: 3 clusters Score -1.136046e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -11360824.000000 Penalty: 3715.057373
	Iteration 13Q: 3 clusters Score -1.136082e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -11361018.000000 Penalty: 3715.057373
	Iteration 14Q: 3 clusters Score -1.136102e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -11361173.000000 Penalty: 3715.057373
	Iteration 15Q: 3 clusters Score -1.136117e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11361279.000000 Penalty: 3715.057373
	Iteration 16Q: 3 clusters Score -1.136128e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11361331.000000 Penalty: 3715.057373
	Iteration 17Q: 3 clusters Score -1.136133e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -11361382.000000 Penalty: 3715.057373
	Iteration 18Q: 3 clusters Score -1.136138e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90965 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -11361404.000000 Penalty: 3715.057373
	Iteration 19Q: 3 clusters Score -1.13614e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11361429.000000 Penalty: 3715.057373
	Iteration 20F: 3 clusters Score -1.136143e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11361452.000000 Penalty: 3715.057373
	Iteration 21Q: 3 clusters Score -1.136145e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91156 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11361452.000000 Penalty: 3715.057373
	Iteration 22Q: 3 clusters Score -1.136145e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11361467.000000 Penalty: 3715.057373
	Iteration 23Q: 3 clusters Score -1.136147e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11361457.000000 Penalty: 3715.057373
	Iteration 24Q: 3 clusters Score -1.136146e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91270 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11361478.000000 Penalty: 3715.057373
	Iteration 25Q: 3 clusters Score -1.136148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11361491.000000 Penalty: 3715.057373
	Iteration 26Q: 3 clusters Score -1.136149e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91319 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11361505.000000 Penalty: 3715.057373
	Iteration 27Q: 3 clusters Score -1.13615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11361494.000000 Penalty: 3715.057373
	Iteration 28Q: 3 clusters Score -1.136149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11361492.000000 Penalty: 3715.057373
	Iteration 29Q: 3 clusters Score -1.136149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11361500.000000 Penalty: 3715.057373
	Iteration 30Q: 3 clusters Score -1.13615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91373 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11361480.000000 Penalty: 3715.057373
	Iteration 31Q: 3 clusters Score -1.136148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11361500.000000 Penalty: 3715.057373
	Iteration 32Q: 3 clusters Score -1.13615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11361505.000000 Penalty: 3715.057373
	Iteration 33Q: 3 clusters Score -1.13615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11361494.000000 Penalty: 3715.057373
	Iteration 34Q: 3 clusters Score -1.136149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11361503.000000 Penalty: 3715.057373
	Iteration 35Q: 3 clusters Score -1.13615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -11361506.000000 Penalty: 3715.057373
	Iteration 36Q: 3 clusters Score -1.136151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11361519.000000 Penalty: 3715.057373
	Iteration 37Q: 3 clusters Score -1.136152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11361521.000000 Penalty: 3715.057373
	Iteration 38Q: 3 clusters Score -1.136152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11361519.000000 Penalty: 3715.057373
	Iteration 39Q: 3 clusters Score -1.136152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11361522.000000 Penalty: 3715.057373
	Iteration 40F: 3 clusters Score -1.136152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11361519.000000 Penalty: 3715.057373
	Iteration 41Q: 3 clusters Score -1.136152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11361520.000000 Penalty: 3715.057373
	Iteration 42Q: 3 clusters Score -1.136152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91444 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11361515.000000 Penalty: 3715.057373
	Iteration 43Q: 3 clusters Score -1.136152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91448 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11361517.000000 Penalty: 3715.057373
	Iteration 44Q: 3 clusters Score -1.136152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91451 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11361526.000000 Penalty: 3715.057373
	Iteration 45Q: 3 clusters Score -1.136153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11361530.000000 Penalty: 3715.057373
	Iteration 46Q: 3 clusters Score -1.136153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11361531.000000 Penalty: 3715.057373
	Iteration 47Q: 3 clusters Score -1.136153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11361528.000000 Penalty: 3715.057373
	Iteration 48Q: 3 clusters Score -1.136153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91456 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11361537.000000 Penalty: 3715.057373
	Iteration 49Q: 3 clusters Score -1.136154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91459 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11361537.000000 Penalty: 3715.057373
	Iteration 50Q: 3 clusters Score -1.136154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11361545.000000 Penalty: 3715.057373
	Iteration 51Q: 3 clusters Score -1.136154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11361539.000000 Penalty: 3715.057373
	Iteration 52Q: 3 clusters Score -1.136154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91467 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11361542.000000 Penalty: 3715.057373
	Iteration 53Q: 3 clusters Score -1.136154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91469 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11361543.000000 Penalty: 3715.057373
	Iteration 54Q: 3 clusters Score -1.136154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11361540.000000 Penalty: 3715.057373
	Iteration 55Q: 3 clusters Score -1.136154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11361533.000000 Penalty: 3715.057373
	Iteration 56Q: 3 clusters Score -1.136153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11361533.000000 Penalty: 3715.057373
	Iteration 57F: 3 clusters Score -1.136153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Entering Unmasked Estep 
Score: -2878782.500000 Penalty: 1633.784790
	Iteration 0F: 2 clusters Score -2878782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2863187.000000 Penalty: 3267.569580
	Iteration 0F: 3 clusters Score -2863187 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2868755.750000 Penalty: 3267.569580
	Iteration 1F: 3 clusters Score -2868756 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2869084.250000 Penalty: 3267.569580
	Iteration 2Q: 3 clusters Score -2869084 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2869454.750000 Penalty: 3267.569580
	Iteration 3Q: 3 clusters Score -2869455 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2870001.000000 Penalty: 3267.569580
	Iteration 4Q: 3 clusters Score -2870001 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2870763.750000 Penalty: 3267.569580
	Iteration 5F: 3 clusters Score -2870764 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2871863.750000 Penalty: 3267.569580
	Iteration 6F: 3 clusters Score -2871864 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2873423.750000 Penalty: 3267.569580
	Iteration 7F: 3 clusters Score -2873424 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2874857.000000 Penalty: 3267.569580
	Iteration 8F: 3 clusters Score -2874857 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2875940.750000 Penalty: 3267.569580
	Iteration 9Q: 3 clusters Score -2875941 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2876526.000000 Penalty: 3267.569580
	Iteration 10Q: 3 clusters Score -2876526 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2876854.500000 Penalty: 3267.569580
	Iteration 11Q: 3 clusters Score -2876854 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2877059.750000 Penalty: 3267.569580
	Iteration 12Q: 3 clusters Score -2877060 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2877202.500000 Penalty: 3267.569580
	Iteration 13Q: 3 clusters Score -2877202 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2877313.000000 Penalty: 3267.569580
	Iteration 14Q: 3 clusters Score -2877313 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2877390.500000 Penalty: 3267.569580
	Iteration 15Q: 3 clusters Score -2877390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2877429.250000 Penalty: 3267.569580
	Iteration 16Q: 3 clusters Score -2877429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2877445.750000 Penalty: 3267.569580
	Iteration 17Q: 3 clusters Score -2877446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2877467.500000 Penalty: 3267.569580
	Iteration 18Q: 3 clusters Score -2877468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2877488.500000 Penalty: 3267.569580
	Iteration 19Q: 3 clusters Score -2877488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2877503.250000 Penalty: 3267.569580
	Iteration 20F: 3 clusters Score -2877503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2877516.500000 Penalty: 3267.569580
	Iteration 21Q: 3 clusters Score -2877516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2877523.000000 Penalty: 3267.569580
	Iteration 22Q: 3 clusters Score -2877523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2877529.000000 Penalty: 3267.569580
	Iteration 23Q: 3 clusters Score -2877529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2877530.750000 Penalty: 3267.569580
	Iteration 24Q: 3 clusters Score -2877531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2877539.250000 Penalty: 3267.569580
	Iteration 25Q: 3 clusters Score -2877539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2877540.750000 Penalty: 3267.569580
	Iteration 26Q: 3 clusters Score -2877541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2877542.500000 Penalty: 3267.569580
	Iteration 27Q: 3 clusters Score -2877542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -2877544.750000 Penalty: 3267.569580
	Iteration 28Q: 3 clusters Score -2877545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2877544.250000 Penalty: 3267.569580
	Iteration 29Q: 3 clusters Score -2877544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2877544.000000 Penalty: 3267.569580
	Iteration 30Q: 3 clusters Score -2877544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2877548.000000 Penalty: 3267.569580
	Iteration 31Q: 3 clusters Score -2877548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2877551.250000 Penalty: 3267.569580
	Iteration 32Q: 3 clusters Score -2877551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2877551.000000 Penalty: 3267.569580
	Iteration 33Q: 3 clusters Score -2877551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2877552.750000 Penalty: 3267.569580
	Iteration 34Q: 3 clusters Score -2877553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2877551.000000 Penalty: 3267.569580
	Iteration 35Q: 3 clusters Score -2877551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2877553.000000 Penalty: 3267.569580
	Iteration 36Q: 3 clusters Score -2877553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2877554.500000 Penalty: 3267.569580
	Iteration 37Q: 3 clusters Score -2877554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2877553.750000 Penalty: 3267.569580
	Iteration 38Q: 3 clusters Score -2877554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2877551.500000 Penalty: 3267.569580
	Iteration 39Q: 3 clusters Score -2877552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2877554.000000 Penalty: 3267.569580
	Iteration 40F: 3 clusters Score -2877554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -342298.125000 Penalty: 1297.253540
	Iteration 0F: 2 clusters Score -342298.1 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 1439 members 
Entering Unmasked Estep 
Score: -339599.937500 Penalty: 2594.507080
	Iteration 0F: 3 clusters Score -339599.9 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -340353.500000 Penalty: 2594.507080
	Iteration 1F: 3 clusters Score -340353.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -340618.062500 Penalty: 2594.507080
	Iteration 2F: 3 clusters Score -340618.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -340865.312500 Penalty: 2594.507080
	Iteration 3F: 3 clusters Score -340865.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -341051.468750 Penalty: 2594.507080
	Iteration 4F: 3 clusters Score -341051.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -341173.750000 Penalty: 2594.507080
	Iteration 5Q: 3 clusters Score -341173.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -341287.625000 Penalty: 2594.507080
	Iteration 6Q: 3 clusters Score -341287.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -341415.562500 Penalty: 2594.507080
	Iteration 7Q: 3 clusters Score -341415.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -341568.281250 Penalty: 2594.507080
	Iteration 8Q: 3 clusters Score -341568.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -341700.406250 Penalty: 2594.507080
	Iteration 9Q: 3 clusters Score -341700.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -341822.406250 Penalty: 2594.507080
	Iteration 10Q: 3 clusters Score -341822.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -341905.250000 Penalty: 2594.507080
	Iteration 11Q: 3 clusters Score -341905.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -341970.062500 Penalty: 2594.507080
	Iteration 12Q: 3 clusters Score -341970.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -342004.625000 Penalty: 2594.507080
	Iteration 13Q: 3 clusters Score -342004.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -342020.750000 Penalty: 2594.507080
	Iteration 14Q: 3 clusters Score -342020.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -342034.156250 Penalty: 2594.507080
	Iteration 15Q: 3 clusters Score -342034.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -342046.968750 Penalty: 2594.507080
	Iteration 16Q: 3 clusters Score -342047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -342058.125000 Penalty: 2594.507080
	Iteration 17Q: 3 clusters Score -342058.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -342060.968750 Penalty: 2594.507080
	Iteration 18Q: 3 clusters Score -342061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -342063.031250 Penalty: 2594.507080
	Iteration 19Q: 3 clusters Score -342063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -342065.187500 Penalty: 2594.507080
	Iteration 20F: 3 clusters Score -342065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -342068.843750 Penalty: 2594.507080
	Iteration 21Q: 3 clusters Score -342068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -342072.656250 Penalty: 2594.507080
	Iteration 22Q: 3 clusters Score -342072.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -342076.937500 Penalty: 2594.507080
	Iteration 23Q: 3 clusters Score -342076.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -342079.937500 Penalty: 2594.507080
	Iteration 24Q: 3 clusters Score -342079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -342083.093750 Penalty: 2594.507080
	Iteration 25Q: 3 clusters Score -342083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -342086.000000 Penalty: 2594.507080
	Iteration 26Q: 3 clusters Score -342086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -342086.625000 Penalty: 2594.507080
	Iteration 27Q: 3 clusters Score -342086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -342087.250000 Penalty: 2594.507080
	Iteration 28Q: 3 clusters Score -342087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -342087.250000 Penalty: 2594.507080
	Iteration 29F: 3 clusters Score -342087.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -191443.218750 Penalty: 1211.485962
	Iteration 0F: 2 clusters Score -191443.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -189516.250000 Penalty: 2422.971924
	Iteration 0F: 3 clusters Score -189516.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -190070.843750 Penalty: 2422.971924
	Iteration 1F: 3 clusters Score -190070.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -190306.671875 Penalty: 2422.971924
	Iteration 2F: 3 clusters Score -190306.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -190491.859375 Penalty: 2422.971924
	Iteration 3F: 3 clusters Score -190491.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190689.296875 Penalty: 2422.971924
	Iteration 4F: 3 clusters Score -190689.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -190900.343750 Penalty: 2422.971924
	Iteration 5F: 3 clusters Score -190900.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -191175.234375 Penalty: 2422.971924
	Iteration 6F: 3 clusters Score -191175.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -191353.046875 Penalty: 2422.971924
	Iteration 7F: 3 clusters Score -191353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -191479.703125 Penalty: 2422.971924
	Iteration 8Q: 3 clusters Score -191479.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -191550.375000 Penalty: 2422.971924
	Iteration 9Q: 3 clusters Score -191550.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -191572.781250 Penalty: 2422.971924
	Iteration 10Q: 3 clusters Score -191572.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -191584.203125 Penalty: 2422.971924
	Iteration 11Q: 3 clusters Score -191584.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -191588.421875 Penalty: 2422.971924
	Iteration 12Q: 3 clusters Score -191588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -191590.390625 Penalty: 2422.971924
	Iteration 13Q: 3 clusters Score -191590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -191590.812500 Penalty: 2422.971924
	Iteration 14Q: 3 clusters Score -191590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -191591.796875 Penalty: 2422.971924
	Iteration 15Q: 3 clusters Score -191591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -191591.796875 Penalty: 2422.971924
	Iteration 16F: 3 clusters Score -191591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 95625 members 
Mstep: Class 3 contains 86380 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 29352 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 50882 members 
Mstep: Class 8 contains 93676 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14024 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 105550 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 92129 members 
Mstep: Class 21 contains 23250 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 53180 members 
Mstep: Class 25 contains 12737 members 
Mstep: Class 26 contains 86478 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7878 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 825 members 
Entering Unmasked Estep 
Score: -102226064.000000 Penalty: 75375.343750
Splitting cluster 23 changes total score from -102226824.000000 to -102226064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (53180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Entering Unmasked Estep 
Score: -6764553.000000 Penalty: 1768.233521
	Iteration 0F: 2 clusters Score -6764553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -6730568.000000 Penalty: 3536.467041
	Iteration 0F: 3 clusters Score -6730568 nChanged 25017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -6744805.000000 Penalty: 3536.467041
	Iteration 1F: 3 clusters Score -6744805 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -6745317.000000 Penalty: 3536.467041
	Iteration 2Q: 3 clusters Score -6745317 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -6745951.000000 Penalty: 3536.467041
	Iteration 3Q: 3 clusters Score -6745951 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -6746776.000000 Penalty: 3536.467041
	Iteration 4Q: 3 clusters Score -6746776 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -6748148.000000 Penalty: 3536.467041
	Iteration 5F: 3 clusters Score -6748148 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -6750414.500000 Penalty: 3536.467041
	Iteration 6F: 3 clusters Score -6750414 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -6753799.000000 Penalty: 3536.467041
	Iteration 7F: 3 clusters Score -6753799 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -6757613.500000 Penalty: 3536.467041
	Iteration 8F: 3 clusters Score -6757614 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -6760421.500000 Penalty: 3536.467041
	Iteration 9F: 3 clusters Score -6760422 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -6762010.500000 Penalty: 3536.467041
	Iteration 10Q: 3 clusters Score -6762010 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -6762750.500000 Penalty: 3536.467041
	Iteration 11Q: 3 clusters Score -6762750 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -6763012.000000 Penalty: 3536.467041
	Iteration 12Q: 3 clusters Score -6763012 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -6763072.000000 Penalty: 3536.467041
	Iteration 13Q: 3 clusters Score -6763072 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -6763128.000000 Penalty: 3536.467041
	Iteration 14Q: 3 clusters Score -6763128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -6763165.000000 Penalty: 3536.467041
	Iteration 15Q: 3 clusters Score -6763165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -6763168.000000 Penalty: 3536.467041
	Iteration 16Q: 3 clusters Score -6763168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -6763185.000000 Penalty: 3536.467041
	Iteration 17Q: 3 clusters Score -6763185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -6763194.000000 Penalty: 3536.467041
	Iteration 18Q: 3 clusters Score -6763194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -6763214.500000 Penalty: 3536.467041
	Iteration 19Q: 3 clusters Score -6763214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -6763218.500000 Penalty: 3536.467041
	Iteration 20F: 3 clusters Score -6763218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -6763219.000000 Penalty: 3536.467041
	Iteration 21Q: 3 clusters Score -6763219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -6763216.500000 Penalty: 3536.467041
	Iteration 22Q: 3 clusters Score -6763216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -6763216.500000 Penalty: 3536.467041
	Iteration 23F: 3 clusters Score -6763216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Entering Unmasked Estep 
Score: -1594717.875000 Penalty: 1535.993286
	Iteration 0F: 2 clusters Score -1594718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1585672.625000 Penalty: 3071.986572
	Iteration 0F: 3 clusters Score -1585673 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1588778.500000 Penalty: 3071.986572
	Iteration 1F: 3 clusters Score -1588778 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1589072.250000 Penalty: 3071.986572
	Iteration 2F: 3 clusters Score -1589072 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1589319.750000 Penalty: 3071.986572
	Iteration 3Q: 3 clusters Score -1589320 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1589565.750000 Penalty: 3071.986572
	Iteration 4Q: 3 clusters Score -1589566 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1589899.875000 Penalty: 3071.986572
	Iteration 5Q: 3 clusters Score -1589900 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1590338.125000 Penalty: 3071.986572
	Iteration 6F: 3 clusters Score -1590338 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1590883.500000 Penalty: 3071.986572
	Iteration 7F: 3 clusters Score -1590884 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1591450.875000 Penalty: 3071.986572
	Iteration 8F: 3 clusters Score -1591451 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1591875.750000 Penalty: 3071.986572
	Iteration 9F: 3 clusters Score -1591876 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1592119.250000 Penalty: 3071.986572
	Iteration 10Q: 3 clusters Score -1592119 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1592227.625000 Penalty: 3071.986572
	Iteration 11Q: 3 clusters Score -1592228 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1592283.875000 Penalty: 3071.986572
	Iteration 12Q: 3 clusters Score -1592284 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1592325.125000 Penalty: 3071.986572
	Iteration 13Q: 3 clusters Score -1592325 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1592363.625000 Penalty: 3071.986572
	Iteration 14Q: 3 clusters Score -1592364 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1592400.625000 Penalty: 3071.986572
	Iteration 15Q: 3 clusters Score -1592401 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1592433.875000 Penalty: 3071.986572
	Iteration 16Q: 3 clusters Score -1592434 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1592467.750000 Penalty: 3071.986572
	Iteration 17Q: 3 clusters Score -1592468 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1592504.500000 Penalty: 3071.986572
	Iteration 18Q: 3 clusters Score -1592504 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1592542.500000 Penalty: 3071.986572
	Iteration 19Q: 3 clusters Score -1592542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1592585.000000 Penalty: 3071.986572
	Iteration 20F: 3 clusters Score -1592585 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1592618.125000 Penalty: 3071.986572
	Iteration 21Q: 3 clusters Score -1592618 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1592649.250000 Penalty: 3071.986572
	Iteration 22Q: 3 clusters Score -1592649 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1592680.625000 Penalty: 3071.986572
	Iteration 23Q: 3 clusters Score -1592681 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1592711.375000 Penalty: 3071.986572
	Iteration 24Q: 3 clusters Score -1592711 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1592736.625000 Penalty: 3071.986572
	Iteration 25Q: 3 clusters Score -1592737 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1592761.125000 Penalty: 3071.986572
	Iteration 26Q: 3 clusters Score -1592761 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1592773.750000 Penalty: 3071.986572
	Iteration 27Q: 3 clusters Score -1592774 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1592795.000000 Penalty: 3071.986572
	Iteration 28Q: 3 clusters Score -1592795 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1592811.875000 Penalty: 3071.986572
	Iteration 29Q: 3 clusters Score -1592812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1592825.375000 Penalty: 3071.986572
	Iteration 30Q: 3 clusters Score -1592825 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1592836.875000 Penalty: 3071.986572
	Iteration 31Q: 3 clusters Score -1592837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1592843.125000 Penalty: 3071.986572
	Iteration 32Q: 3 clusters Score -1592843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1592852.750000 Penalty: 3071.986572
	Iteration 33Q: 3 clusters Score -1592853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1592857.625000 Penalty: 3071.986572
	Iteration 34Q: 3 clusters Score -1592858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1592860.125000 Penalty: 3071.986572
	Iteration 35Q: 3 clusters Score -1592860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1592861.125000 Penalty: 3071.986572
	Iteration 36Q: 3 clusters Score -1592861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1592867.625000 Penalty: 3071.986572
	Iteration 37Q: 3 clusters Score -1592868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1592870.000000 Penalty: 3071.986572
	Iteration 38Q: 3 clusters Score -1592870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1592874.375000 Penalty: 3071.986572
	Iteration 39Q: 3 clusters Score -1592874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1592875.500000 Penalty: 3071.986572
	Iteration 40F: 3 clusters Score -1592876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1592881.125000 Penalty: 3071.986572
	Iteration 41Q: 3 clusters Score -1592881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1592880.125000 Penalty: 3071.986572
	Iteration 42Q: 3 clusters Score -1592880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1592886.500000 Penalty: 3071.986572
	Iteration 43Q: 3 clusters Score -1592886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1592890.500000 Penalty: 3071.986572
	Iteration 44Q: 3 clusters Score -1592890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1592889.500000 Penalty: 3071.986572
	Iteration 45Q: 3 clusters Score -1592890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1592888.750000 Penalty: 3071.986572
	Iteration 46Q: 3 clusters Score -1592889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1592890.000000 Penalty: 3071.986572
	Iteration 47Q: 3 clusters Score -1592890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1592895.125000 Penalty: 3071.986572
	Iteration 48Q: 3 clusters Score -1592895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1592898.625000 Penalty: 3071.986572
	Iteration 49Q: 3 clusters Score -1592899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1592901.375000 Penalty: 3071.986572
	Iteration 50Q: 3 clusters Score -1592901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1592901.500000 Penalty: 3071.986572
	Iteration 51Q: 3 clusters Score -1592902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1592904.375000 Penalty: 3071.986572
	Iteration 52Q: 3 clusters Score -1592904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1592907.000000 Penalty: 3071.986572
	Iteration 53Q: 3 clusters Score -1592907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1592908.875000 Penalty: 3071.986572
	Iteration 54Q: 3 clusters Score -1592909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1592911.000000 Penalty: 3071.986572
	Iteration 55Q: 3 clusters Score -1592911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1592911.375000 Penalty: 3071.986572
	Iteration 56Q: 3 clusters Score -1592911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1592909.875000 Penalty: 3071.986572
	Iteration 57Q: 3 clusters Score -1592910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1592908.625000 Penalty: 3071.986572
	Iteration 58Q: 3 clusters Score -1592909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1592908.625000 Penalty: 3071.986572
	Iteration 59F: 3 clusters Score -1592909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (86478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86478 members 
Entering Unmasked Estep 
Score: -10882676.000000 Penalty: 1847.242310
	Iteration 0F: 2 clusters Score -1.088268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -10827199.000000 Penalty: 3694.484619
	Iteration 0F: 3 clusters Score -1.08272e+07 nChanged 41164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -10850712.000000 Penalty: 3694.484619
	Iteration 1F: 3 clusters Score -1.085071e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -10851340.000000 Penalty: 3694.484619
	Iteration 2Q: 3 clusters Score -1.085134e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -10852335.000000 Penalty: 3694.484619
	Iteration 3Q: 3 clusters Score -1.085234e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -10853680.000000 Penalty: 3694.484619
	Iteration 4Q: 3 clusters Score -1.085368e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -10855644.000000 Penalty: 3694.484619
	Iteration 5Q: 3 clusters Score -1.085564e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -10858445.000000 Penalty: 3694.484619
	Iteration 6F: 3 clusters Score -1.085844e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -10862493.000000 Penalty: 3694.484619
	Iteration 7F: 3 clusters Score -1.086249e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -10867385.000000 Penalty: 3694.484619
	Iteration 8F: 3 clusters Score -1.086738e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -10870793.000000 Penalty: 3694.484619
	Iteration 9F: 3 clusters Score -1.087079e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -10872016.000000 Penalty: 3694.484619
	Iteration 10Q: 3 clusters Score -1.087202e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -10872604.000000 Penalty: 3694.484619
	Iteration 11Q: 3 clusters Score -1.08726e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -10872930.000000 Penalty: 3694.484619
	Iteration 12Q: 3 clusters Score -1.087293e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -10873314.000000 Penalty: 3694.484619
	Iteration 13Q: 3 clusters Score -1.087331e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -10873693.000000 Penalty: 3694.484619
	Iteration 14Q: 3 clusters Score -1.087369e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -10874036.000000 Penalty: 3694.484619
	Iteration 15Q: 3 clusters Score -1.087404e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -10874435.000000 Penalty: 3694.484619
	Iteration 16Q: 3 clusters Score -1.087444e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -10874722.000000 Penalty: 3694.484619
	Iteration 17Q: 3 clusters Score -1.087472e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -10874980.000000 Penalty: 3694.484619
	Iteration 18Q: 3 clusters Score -1.087498e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -10875252.000000 Penalty: 3694.484619
	Iteration 19Q: 3 clusters Score -1.087525e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -10875391.000000 Penalty: 3694.484619
	Iteration 20F: 3 clusters Score -1.087539e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -10875563.000000 Penalty: 3694.484619
	Iteration 21Q: 3 clusters Score -1.087556e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -10875720.000000 Penalty: 3694.484619
	Iteration 22Q: 3 clusters Score -1.087572e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -10875815.000000 Penalty: 3694.484619
	Iteration 23Q: 3 clusters Score -1.087582e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -10875886.000000 Penalty: 3694.484619
	Iteration 24Q: 3 clusters Score -1.087589e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -10875923.000000 Penalty: 3694.484619
	Iteration 25Q: 3 clusters Score -1.087592e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -10875910.000000 Penalty: 3694.484619
	Iteration 26Q: 3 clusters Score -1.087591e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -10875947.000000 Penalty: 3694.484619
	Iteration 27Q: 3 clusters Score -1.087595e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -10875982.000000 Penalty: 3694.484619
	Iteration 28Q: 3 clusters Score -1.087598e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -10875987.000000 Penalty: 3694.484619
	Iteration 29Q: 3 clusters Score -1.087599e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -10875958.000000 Penalty: 3694.484619
	Iteration 30Q: 3 clusters Score -1.087596e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -10875962.000000 Penalty: 3694.484619
	Iteration 31Q: 3 clusters Score -1.087596e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -10876021.000000 Penalty: 3694.484619
	Iteration 32Q: 3 clusters Score -1.087602e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -10876040.000000 Penalty: 3694.484619
	Iteration 33Q: 3 clusters Score -1.087604e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -10876064.000000 Penalty: 3694.484619
	Iteration 34Q: 3 clusters Score -1.087606e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -10876064.000000 Penalty: 3694.484619
	Iteration 35Q: 3 clusters Score -1.087606e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -10876079.000000 Penalty: 3694.484619
	Iteration 36Q: 3 clusters Score -1.087608e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -10876078.000000 Penalty: 3694.484619
	Iteration 37Q: 3 clusters Score -1.087608e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -10876069.000000 Penalty: 3694.484619
	Iteration 38Q: 3 clusters Score -1.087607e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -10876078.000000 Penalty: 3694.484619
	Iteration 39Q: 3 clusters Score -1.087608e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -10876087.000000 Penalty: 3694.484619
	Iteration 40F: 3 clusters Score -1.087609e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -10876085.000000 Penalty: 3694.484619
	Iteration 41Q: 3 clusters Score -1.087608e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -10876085.000000 Penalty: 3694.484619
	Iteration 42Q: 3 clusters Score -1.087608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -10876091.000000 Penalty: 3694.484619
	Iteration 43Q: 3 clusters Score -1.087609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -10876091.000000 Penalty: 3694.484619
	Iteration 44Q: 3 clusters Score -1.087609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -10876069.000000 Penalty: 3694.484619
	Iteration 45Q: 3 clusters Score -1.087607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -10876074.000000 Penalty: 3694.484619
	Iteration 46Q: 3 clusters Score -1.087607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -10876083.000000 Penalty: 3694.484619
	Iteration 47Q: 3 clusters Score -1.087608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -10876075.000000 Penalty: 3694.484619
	Iteration 48Q: 3 clusters Score -1.087608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -10876085.000000 Penalty: 3694.484619
	Iteration 49Q: 3 clusters Score -1.087608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -10876080.000000 Penalty: 3694.484619
	Iteration 50Q: 3 clusters Score -1.087608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -10876085.000000 Penalty: 3694.484619
	Iteration 51Q: 3 clusters Score -1.087608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -10876076.000000 Penalty: 3694.484619
	Iteration 52Q: 3 clusters Score -1.087608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -10876078.000000 Penalty: 3694.484619
	Iteration 53Q: 3 clusters Score -1.087608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -10876078.000000 Penalty: 3694.484619
	Iteration 54Q: 3 clusters Score -1.087608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -10876075.000000 Penalty: 3694.484619
	Iteration 55Q: 3 clusters Score -1.087608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -10876079.000000 Penalty: 3694.484619
	Iteration 56Q: 3 clusters Score -1.087608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -10876083.000000 Penalty: 3694.484619
	Iteration 57Q: 3 clusters Score -1.087608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -10876070.000000 Penalty: 3694.484619
	Iteration 58Q: 3 clusters Score -1.087607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -10876055.000000 Penalty: 3694.484619
	Iteration 59Q: 3 clusters Score -1.087606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -10876065.000000 Penalty: 3694.484619
	Iteration 60F: 3 clusters Score -1.087606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -10876059.000000 Penalty: 3694.484619
	Iteration 61Q: 3 clusters Score -1.087606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -10876060.000000 Penalty: 3694.484619
	Iteration 62Q: 3 clusters Score -1.087606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -10876055.000000 Penalty: 3694.484619
	Iteration 63Q: 3 clusters Score -1.087606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -10876056.000000 Penalty: 3694.484619
	Iteration 64Q: 3 clusters Score -1.087606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -10876052.000000 Penalty: 3694.484619
	Iteration 65Q: 3 clusters Score -1.087605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -10876053.000000 Penalty: 3694.484619
	Iteration 66Q: 3 clusters Score -1.087605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -10876053.000000 Penalty: 3694.484619
	Iteration 67F: 3 clusters Score -1.087605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -46107.324219 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -46107.32 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 256 members 
Entering Unmasked Estep 
Score: -45076.457031 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -45076.46 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45318.605469 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -45318.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45414.746094 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -45414.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45484.382812 Penalty: 2014.505615
	Iteration 3F: 3 clusters Score -45484.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45530.386719 Penalty: 2014.505615
	Iteration 4Q: 3 clusters Score -45530.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45558.367188 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -45558.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45570.832031 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -45570.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -45600.203125 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -45600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45634.703125 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -45634.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45668.132812 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -45668.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45687.890625 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -45687.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45700.011719 Penalty: 2014.505615
	Iteration 11Q: 3 clusters Score -45700.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45711.496094 Penalty: 2014.505615
	Iteration 12Q: 3 clusters Score -45711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45736.843750 Penalty: 2014.505615
	Iteration 13Q: 3 clusters Score -45736.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45763.621094 Penalty: 2014.505615
	Iteration 14Q: 3 clusters Score -45763.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45777.632812 Penalty: 2014.505615
	Iteration 15Q: 3 clusters Score -45777.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45792.832031 Penalty: 2014.505615
	Iteration 16Q: 3 clusters Score -45792.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45796.890625 Penalty: 2014.505615
	Iteration 17Q: 3 clusters Score -45796.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45810.750000 Penalty: 2014.505615
	Iteration 18Q: 3 clusters Score -45810.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45813.039062 Penalty: 2014.505615
	Iteration 19Q: 3 clusters Score -45813.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45814.507812 Penalty: 2014.505615
	Iteration 20F: 3 clusters Score -45814.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -8468.896484 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -8468.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7864.323730 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -7864.324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8057.281250 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -8057.281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8099.572266 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -8099.572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8126.673828 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -8126.674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8126.673828 Penalty: 1645.343384
	Iteration 4F: 3 clusters Score -8126.674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Entering Unmasked Estep 
Score: -953388.500000 Penalty: 1457.922241
	Iteration 0F: 2 clusters Score -953388.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -947524.687500 Penalty: 2915.844482
	Iteration 0F: 3 clusters Score -947524.7 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -949325.875000 Penalty: 2915.844482
	Iteration 1F: 3 clusters Score -949325.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -949547.062500 Penalty: 2915.844482
	Iteration 2F: 3 clusters Score -949547.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -949720.312500 Penalty: 2915.844482
	Iteration 3F: 3 clusters Score -949720.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -949861.500000 Penalty: 2915.844482
	Iteration 4Q: 3 clusters Score -949861.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -949995.250000 Penalty: 2915.844482
	Iteration 5Q: 3 clusters Score -949995.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -950147.437500 Penalty: 2915.844482
	Iteration 6Q: 3 clusters Score -950147.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -950308.937500 Penalty: 2915.844482
	Iteration 7Q: 3 clusters Score -950308.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -950490.062500 Penalty: 2915.844482
	Iteration 8Q: 3 clusters Score -950490.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -950692.875000 Penalty: 2915.844482
	Iteration 9Q: 3 clusters Score -950692.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -950884.562500 Penalty: 2915.844482
	Iteration 10Q: 3 clusters Score -950884.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -951076.625000 Penalty: 2915.844482
	Iteration 11Q: 3 clusters Score -951076.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -951272.375000 Penalty: 2915.844482
	Iteration 12Q: 3 clusters Score -951272.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -951445.125000 Penalty: 2915.844482
	Iteration 13Q: 3 clusters Score -951445.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -951608.812500 Penalty: 2915.844482
	Iteration 14Q: 3 clusters Score -951608.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -951739.187500 Penalty: 2915.844482
	Iteration 15Q: 3 clusters Score -951739.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -951853.687500 Penalty: 2915.844482
	Iteration 16Q: 3 clusters Score -951853.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -951937.562500 Penalty: 2915.844482
	Iteration 17Q: 3 clusters Score -951937.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -952010.937500 Penalty: 2915.844482
	Iteration 18Q: 3 clusters Score -952010.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -952074.812500 Penalty: 2915.844482
	Iteration 19Q: 3 clusters Score -952074.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -952126.437500 Penalty: 2915.844482
	Iteration 20F: 3 clusters Score -952126.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -952159.187500 Penalty: 2915.844482
	Iteration 21Q: 3 clusters Score -952159.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -952186.250000 Penalty: 2915.844482
	Iteration 22Q: 3 clusters Score -952186.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -952219.750000 Penalty: 2915.844482
	Iteration 23Q: 3 clusters Score -952219.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -952249.250000 Penalty: 2915.844482
	Iteration 24Q: 3 clusters Score -952249.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -952275.250000 Penalty: 2915.844482
	Iteration 25Q: 3 clusters Score -952275.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -952304.437500 Penalty: 2915.844482
	Iteration 26Q: 3 clusters Score -952304.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -952332.312500 Penalty: 2915.844482
	Iteration 27Q: 3 clusters Score -952332.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -952350.812500 Penalty: 2915.844482
	Iteration 28Q: 3 clusters Score -952350.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -952366.187500 Penalty: 2915.844482
	Iteration 29Q: 3 clusters Score -952366.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -952382.687500 Penalty: 2915.844482
	Iteration 30Q: 3 clusters Score -952382.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -952391.375000 Penalty: 2915.844482
	Iteration 31Q: 3 clusters Score -952391.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -952392.375000 Penalty: 2915.844482
	Iteration 32Q: 3 clusters Score -952392.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -952398.375000 Penalty: 2915.844482
	Iteration 33Q: 3 clusters Score -952398.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -952400.687500 Penalty: 2915.844482
	Iteration 34Q: 3 clusters Score -952400.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -952401.437500 Penalty: 2915.844482
	Iteration 35Q: 3 clusters Score -952401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -952404.250000 Penalty: 2915.844482
	Iteration 36Q: 3 clusters Score -952404.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -952406.125000 Penalty: 2915.844482
	Iteration 37Q: 3 clusters Score -952406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -952409.000000 Penalty: 2915.844482
	Iteration 38Q: 3 clusters Score -952409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -952410.937500 Penalty: 2915.844482
	Iteration 39Q: 3 clusters Score -952410.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -952412.625000 Penalty: 2915.844482
	Iteration 40F: 3 clusters Score -952412.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -952413.750000 Penalty: 2915.844482
	Iteration 41Q: 3 clusters Score -952413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -952414.875000 Penalty: 2915.844482
	Iteration 42Q: 3 clusters Score -952414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -952415.562500 Penalty: 2915.844482
	Iteration 43Q: 3 clusters Score -952415.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -952415.937500 Penalty: 2915.844482
	Iteration 44Q: 3 clusters Score -952415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -952416.500000 Penalty: 2915.844482
	Iteration 45Q: 3 clusters Score -952416.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -952417.062500 Penalty: 2915.844482
	Iteration 46Q: 3 clusters Score -952417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -952417.062500 Penalty: 2915.844482
	Iteration 47F: 3 clusters Score -952417.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -233184.281250 Penalty: 1240.107666
	Iteration 0F: 2 clusters Score -233184.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -231039.468750 Penalty: 2480.215332
	Iteration 0F: 3 clusters Score -231039.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -231534.937500 Penalty: 2480.215332
	Iteration 1F: 3 clusters Score -231534.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -231665.265625 Penalty: 2480.215332
	Iteration 2F: 3 clusters Score -231665.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -231750.031250 Penalty: 2480.215332
	Iteration 3F: 3 clusters Score -231750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -231805.093750 Penalty: 2480.215332
	Iteration 4Q: 3 clusters Score -231805.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -231848.250000 Penalty: 2480.215332
	Iteration 5Q: 3 clusters Score -231848.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -231881.781250 Penalty: 2480.215332
	Iteration 6Q: 3 clusters Score -231881.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -231924.328125 Penalty: 2480.215332
	Iteration 7Q: 3 clusters Score -231924.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -231999.359375 Penalty: 2480.215332
	Iteration 8Q: 3 clusters Score -231999.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -232088.218750 Penalty: 2480.215332
	Iteration 9Q: 3 clusters Score -232088.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -232161.203125 Penalty: 2480.215332
	Iteration 10Q: 3 clusters Score -232161.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -232237.406250 Penalty: 2480.215332
	Iteration 11Q: 3 clusters Score -232237.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -232319.718750 Penalty: 2480.215332
	Iteration 12Q: 3 clusters Score -232319.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -232388.937500 Penalty: 2480.215332
	Iteration 13Q: 3 clusters Score -232388.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -232471.390625 Penalty: 2480.215332
	Iteration 14Q: 3 clusters Score -232471.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -232537.140625 Penalty: 2480.215332
	Iteration 15Q: 3 clusters Score -232537.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -232577.484375 Penalty: 2480.215332
	Iteration 16Q: 3 clusters Score -232577.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -232611.312500 Penalty: 2480.215332
	Iteration 17Q: 3 clusters Score -232611.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -232632.515625 Penalty: 2480.215332
	Iteration 18Q: 3 clusters Score -232632.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -232648.437500 Penalty: 2480.215332
	Iteration 19Q: 3 clusters Score -232648.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -232669.000000 Penalty: 2480.215332
	Iteration 20F: 3 clusters Score -232669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -232684.750000 Penalty: 2480.215332
	Iteration 21Q: 3 clusters Score -232684.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -232705.171875 Penalty: 2480.215332
	Iteration 22Q: 3 clusters Score -232705.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -232738.781250 Penalty: 2480.215332
	Iteration 23Q: 3 clusters Score -232738.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -232792.328125 Penalty: 2480.215332
	Iteration 24Q: 3 clusters Score -232792.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -232871.281250 Penalty: 2480.215332
	Iteration 25Q: 3 clusters Score -232871.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -232930.234375 Penalty: 2480.215332
	Iteration 26Q: 3 clusters Score -232930.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -232990.421875 Penalty: 2480.215332
	Iteration 27Q: 3 clusters Score -232990.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -233029.265625 Penalty: 2480.215332
	Iteration 28Q: 3 clusters Score -233029.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -233048.421875 Penalty: 2480.215332
	Iteration 29Q: 3 clusters Score -233048.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -233062.812500 Penalty: 2480.215332
	Iteration 30Q: 3 clusters Score -233062.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -233067.468750 Penalty: 2480.215332
	Iteration 31Q: 3 clusters Score -233067.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -233071.390625 Penalty: 2480.215332
	Iteration 32Q: 3 clusters Score -233071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -233072.265625 Penalty: 2480.215332
	Iteration 33Q: 3 clusters Score -233072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -233072.265625 Penalty: 2480.215332
	Iteration 34F: 3 clusters Score -233072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -627991.187500 Penalty: 1391.817383
	Iteration 0F: 2 clusters Score -627991.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -623852.750000 Penalty: 2783.634766
	Iteration 0F: 3 clusters Score -623852.8 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -624918.250000 Penalty: 2783.634766
	Iteration 1F: 3 clusters Score -624918.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -625086.562500 Penalty: 2783.634766
	Iteration 2F: 3 clusters Score -625086.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -625200.250000 Penalty: 2783.634766
	Iteration 3Q: 3 clusters Score -625200.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -625287.437500 Penalty: 2783.634766
	Iteration 4Q: 3 clusters Score -625287.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -625359.937500 Penalty: 2783.634766
	Iteration 5Q: 3 clusters Score -625359.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -625440.187500 Penalty: 2783.634766
	Iteration 6Q: 3 clusters Score -625440.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -625520.062500 Penalty: 2783.634766
	Iteration 7Q: 3 clusters Score -625520.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -625617.187500 Penalty: 2783.634766
	Iteration 8Q: 3 clusters Score -625617.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -625706.437500 Penalty: 2783.634766
	Iteration 9Q: 3 clusters Score -625706.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -625800.812500 Penalty: 2783.634766
	Iteration 10Q: 3 clusters Score -625800.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -625907.875000 Penalty: 2783.634766
	Iteration 11Q: 3 clusters Score -625907.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -626005.312500 Penalty: 2783.634766
	Iteration 12Q: 3 clusters Score -626005.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -626103.750000 Penalty: 2783.634766
	Iteration 13Q: 3 clusters Score -626103.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -626201.625000 Penalty: 2783.634766
	Iteration 14Q: 3 clusters Score -626201.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -626280.562500 Penalty: 2783.634766
	Iteration 15Q: 3 clusters Score -626280.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -626349.812500 Penalty: 2783.634766
	Iteration 16Q: 3 clusters Score -626349.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -626406.562500 Penalty: 2783.634766
	Iteration 17Q: 3 clusters Score -626406.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -626465.187500 Penalty: 2783.634766
	Iteration 18Q: 3 clusters Score -626465.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -626503.875000 Penalty: 2783.634766
	Iteration 19Q: 3 clusters Score -626503.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -626528.875000 Penalty: 2783.634766
	Iteration 20F: 3 clusters Score -626528.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -626545.437500 Penalty: 2783.634766
	Iteration 21Q: 3 clusters Score -626545.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -626565.062500 Penalty: 2783.634766
	Iteration 22Q: 3 clusters Score -626565.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -626584.125000 Penalty: 2783.634766
	Iteration 23Q: 3 clusters Score -626584.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -626606.250000 Penalty: 2783.634766
	Iteration 24Q: 3 clusters Score -626606.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -626625.250000 Penalty: 2783.634766
	Iteration 25Q: 3 clusters Score -626625.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -626641.500000 Penalty: 2783.634766
	Iteration 26Q: 3 clusters Score -626641.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -626660.812500 Penalty: 2783.634766
	Iteration 27Q: 3 clusters Score -626660.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -626673.500000 Penalty: 2783.634766
	Iteration 28Q: 3 clusters Score -626673.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -626677.812500 Penalty: 2783.634766
	Iteration 29Q: 3 clusters Score -626677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -626678.875000 Penalty: 2783.634766
	Iteration 30Q: 3 clusters Score -626678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -626679.562500 Penalty: 2783.634766
	Iteration 31Q: 3 clusters Score -626679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -626679.687500 Penalty: 2783.634766
	Iteration 32Q: 3 clusters Score -626679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -626680.187500 Penalty: 2783.634766
	Iteration 33Q: 3 clusters Score -626680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -626681.562500 Penalty: 2783.634766
	Iteration 34Q: 3 clusters Score -626681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -626681.000000 Penalty: 2783.634766
	Iteration 35Q: 3 clusters Score -626681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -626681.000000 Penalty: 2783.634766
	Iteration 36F: 3 clusters Score -626681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -18562.521484 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -18562.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17785.085938 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -17785.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17997.062500 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -17997.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18182.750000 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18182.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18263.078125 Penalty: 1827.805786
	Iteration 3F: 3 clusters Score -18263.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18375.287109 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -18375.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18459.355469 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18459.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18529.970703 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18529.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18643.371094 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18643.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18649.197266 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -18649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18656.097656 Penalty: 1827.805786
	Iteration 9Q: 3 clusters Score -18656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18656.097656 Penalty: 1827.805786
	Iteration 10F: 3 clusters Score -18656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 95625 members 
Mstep: Class 3 contains 86380 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 29352 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 50882 members 
Mstep: Class 8 contains 93676 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14024 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 105550 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 92129 members 
Mstep: Class 21 contains 23250 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 53180 members 
Mstep: Class 25 contains 12737 members 
Mstep: Class 26 contains 86478 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7878 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 172 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 105 members 
Entering Unmasked Estep 
Score: -102225696.000000 Penalty: 75375.343750
Splitting cluster 32 changes total score from -102226824.000000 to -102225696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -166899.296875 Penalty: 1188.939087
	Iteration 0F: 2 clusters Score -166899.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165198.734375 Penalty: 2377.878174
	Iteration 0F: 3 clusters Score -165198.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165642.468750 Penalty: 2377.878174
	Iteration 1F: 3 clusters Score -165642.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -165801.328125 Penalty: 2377.878174
	Iteration 2F: 3 clusters Score -165801.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -165905.421875 Penalty: 2377.878174
	Iteration 3F: 3 clusters Score -165905.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -166031.031250 Penalty: 2377.878174
	Iteration 4Q: 3 clusters Score -166031 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -166167.500000 Penalty: 2377.878174
	Iteration 5F: 3 clusters Score -166167.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -166277.796875 Penalty: 2377.878174
	Iteration 6Q: 3 clusters Score -166277.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -166341.593750 Penalty: 2377.878174
	Iteration 7Q: 3 clusters Score -166341.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -166408.453125 Penalty: 2377.878174
	Iteration 8Q: 3 clusters Score -166408.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -166460.000000 Penalty: 2377.878174
	Iteration 9Q: 3 clusters Score -166460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -166480.390625 Penalty: 2377.878174
	Iteration 10Q: 3 clusters Score -166480.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -166492.921875 Penalty: 2377.878174
	Iteration 11Q: 3 clusters Score -166492.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -166499.953125 Penalty: 2377.878174
	Iteration 12Q: 3 clusters Score -166500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -166503.703125 Penalty: 2377.878174
	Iteration 13Q: 3 clusters Score -166503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -166505.500000 Penalty: 2377.878174
	Iteration 14Q: 3 clusters Score -166505.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -166507.796875 Penalty: 2377.878174
	Iteration 15Q: 3 clusters Score -166507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -166509.984375 Penalty: 2377.878174
	Iteration 16Q: 3 clusters Score -166510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -166509.984375 Penalty: 2377.878174
	Iteration 17F: 3 clusters Score -166510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 95625 members 
Mstep: Class 3 contains 86380 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 29352 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 50882 members 
Mstep: Class 8 contains 93676 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14024 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 105550 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 92129 members 
Mstep: Class 21 contains 23250 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 53180 members 
Mstep: Class 25 contains 12737 members 
Mstep: Class 26 contains 86478 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7878 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226952.000000 Penalty: 73158.421875
Iteration 119Q: 34 clusters Score -1.02227e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 95605 members 
Mstep: Class 3 contains 86403 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29314 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 50853 members 
Mstep: Class 8 contains 93657 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 6701 members 
Mstep: Class 12 contains 3399 members 
Mstep: Class 13 contains 105649 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3483 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 92142 members 
Mstep: Class 21 contains 23050 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 53122 members 
Mstep: Class 25 contains 12860 members 
Mstep: Class 26 contains 86543 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7876 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 5259 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227048.000000 Penalty: 73158.421875
Iteration 120F: 34 clusters Score -1.02227e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 95656 members 
Mstep: Class 3 contains 86394 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29289 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 50822 members 
Mstep: Class 8 contains 93652 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14020 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 3396 members 
Mstep: Class 13 contains 105713 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 9752 members 
Mstep: Class 20 contains 92146 members 
Mstep: Class 21 contains 22819 members 
Mstep: Class 22 contains 2929 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 53068 members 
Mstep: Class 25 contains 12977 members 
Mstep: Class 26 contains 86613 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7871 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 5274 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226888.000000 Penalty: 73158.421875
Iteration 121Q: 34 clusters Score -1.022269e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 95693 members 
Mstep: Class 3 contains 86404 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29273 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 50779 members 
Mstep: Class 8 contains 93675 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14016 members 
Mstep: Class 11 contains 6701 members 
Mstep: Class 12 contains 3395 members 
Mstep: Class 13 contains 105784 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3490 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 9753 members 
Mstep: Class 20 contains 92123 members 
Mstep: Class 21 contains 22598 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 53010 members 
Mstep: Class 25 contains 13091 members 
Mstep: Class 26 contains 86677 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7870 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 5296 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226584.000000 Penalty: 73158.421875
Iteration 122Q: 34 clusters Score -1.022266e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 95656 members 
Mstep: Class 3 contains 86449 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 50720 members 
Mstep: Class 8 contains 93738 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 14006 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 105870 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 3380 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 92095 members 
Mstep: Class 21 contains 22381 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 52936 members 
Mstep: Class 25 contains 13195 members 
Mstep: Class 26 contains 86780 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7868 members 
Mstep: Class 30 contains 2057 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226368.000000 Penalty: 73158.421875
Iteration 123Q: 34 clusters Score -1.022264e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 95664 members 
Mstep: Class 3 contains 86502 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29240 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 50676 members 
Mstep: Class 8 contains 93747 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13993 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 3390 members 
Mstep: Class 13 contains 105974 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 92071 members 
Mstep: Class 21 contains 22144 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 52877 members 
Mstep: Class 25 contains 13314 members 
Mstep: Class 26 contains 86841 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7868 members 
Mstep: Class 30 contains 2056 members 
Mstep: Class 31 contains 5326 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226368.000000 Penalty: 73158.421875
Iteration 124Q: 34 clusters Score -1.022264e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 95637 members 
Mstep: Class 3 contains 86539 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29219 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 50642 members 
Mstep: Class 8 contains 93756 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 106068 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 92062 members 
Mstep: Class 21 contains 21920 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 52820 members 
Mstep: Class 25 contains 13435 members 
Mstep: Class 26 contains 86915 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7866 members 
Mstep: Class 30 contains 2054 members 
Mstep: Class 31 contains 5343 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226544.000000 Penalty: 73158.421875
Iteration 125Q: 34 clusters Score -1.022265e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 95578 members 
Mstep: Class 3 contains 86609 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29200 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 50604 members 
Mstep: Class 8 contains 93758 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13984 members 
Mstep: Class 11 contains 6724 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 106173 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 92045 members 
Mstep: Class 21 contains 21707 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 52745 members 
Mstep: Class 25 contains 13553 members 
Mstep: Class 26 contains 86995 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7865 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226600.000000 Penalty: 73158.421875
Iteration 126Q: 34 clusters Score -1.022266e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 95586 members 
Mstep: Class 3 contains 86661 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29184 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 50562 members 
Mstep: Class 8 contains 93774 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13983 members 
Mstep: Class 11 contains 6733 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 106212 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3511 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 92014 members 
Mstep: Class 21 contains 21513 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 52672 members 
Mstep: Class 25 contains 13663 members 
Mstep: Class 26 contains 87099 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7864 members 
Mstep: Class 30 contains 2047 members 
Mstep: Class 31 contains 5383 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226424.000000 Penalty: 73158.421875
Iteration 127Q: 34 clusters Score -1.022264e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 95551 members 
Mstep: Class 3 contains 86731 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29166 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 50525 members 
Mstep: Class 8 contains 93811 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13979 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 106262 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 91977 members 
Mstep: Class 21 contains 21320 members 
Mstep: Class 22 contains 2925 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 52591 members 
Mstep: Class 25 contains 13760 members 
Mstep: Class 26 contains 87220 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7864 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 5402 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226424.000000 Penalty: 73158.421875
Iteration 128Q: 34 clusters Score -1.022264e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 95501 members 
Mstep: Class 3 contains 86836 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 29151 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 50490 members 
Mstep: Class 8 contains 93855 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13981 members 
Mstep: Class 11 contains 6738 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 106271 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 9752 members 
Mstep: Class 20 contains 91926 members 
Mstep: Class 21 contains 21152 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 52498 members 
Mstep: Class 25 contains 13848 members 
Mstep: Class 26 contains 87350 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7864 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 5423 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226032.000000 Penalty: 73158.421875
Iteration 129Q: 34 clusters Score -1.02226e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 95402 members 
Mstep: Class 3 contains 86961 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29137 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 50446 members 
Mstep: Class 8 contains 93913 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13976 members 
Mstep: Class 11 contains 6742 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 106319 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5362 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 3370 members 
Mstep: Class 19 contains 9754 members 
Mstep: Class 20 contains 91896 members 
Mstep: Class 21 contains 20987 members 
Mstep: Class 22 contains 2925 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 52409 members 
Mstep: Class 25 contains 13936 members 
Mstep: Class 26 contains 87455 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7861 members 
Mstep: Class 30 contains 2046 members 
Mstep: Class 31 contains 5444 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226304.000000 Penalty: 73158.421875
Iteration 130Q: 34 clusters Score -1.022263e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 95338 members 
Mstep: Class 3 contains 87055 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29128 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 50396 members 
Mstep: Class 8 contains 93946 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13978 members 
Mstep: Class 11 contains 6743 members 
Mstep: Class 12 contains 3373 members 
Mstep: Class 13 contains 106406 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5362 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 9754 members 
Mstep: Class 20 contains 91858 members 
Mstep: Class 21 contains 20801 members 
Mstep: Class 22 contains 2924 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 52338 members 
Mstep: Class 25 contains 14017 members 
Mstep: Class 26 contains 87540 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7859 members 
Mstep: Class 30 contains 2046 members 
Mstep: Class 31 contains 5465 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226368.000000 Penalty: 73158.421875
Iteration 131Q: 34 clusters Score -1.022264e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 95307 members 
Mstep: Class 3 contains 87137 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29122 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 50358 members 
Mstep: Class 8 contains 93980 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13976 members 
Mstep: Class 11 contains 6743 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 106466 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 9754 members 
Mstep: Class 20 contains 91835 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 2924 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 52263 members 
Mstep: Class 25 contains 14093 members 
Mstep: Class 26 contains 87610 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7853 members 
Mstep: Class 30 contains 2044 members 
Mstep: Class 31 contains 5487 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226272.000000 Penalty: 73158.421875
Iteration 132Q: 34 clusters Score -1.022263e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 95253 members 
Mstep: Class 3 contains 87219 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29109 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 50332 members 
Mstep: Class 8 contains 93982 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13979 members 
Mstep: Class 11 contains 6746 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 106494 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3541 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 9757 members 
Mstep: Class 20 contains 91820 members 
Mstep: Class 21 contains 20438 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 52204 members 
Mstep: Class 25 contains 14186 members 
Mstep: Class 26 contains 87719 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7847 members 
Mstep: Class 30 contains 2042 members 
Mstep: Class 31 contains 5502 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226464.000000 Penalty: 73158.421875
Iteration 133Q: 34 clusters Score -1.022265e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 95174 members 
Mstep: Class 3 contains 87294 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29094 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 50305 members 
Mstep: Class 8 contains 93978 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13980 members 
Mstep: Class 11 contains 6741 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 106540 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 91838 members 
Mstep: Class 21 contains 20268 members 
Mstep: Class 22 contains 2922 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 52149 members 
Mstep: Class 25 contains 14279 members 
Mstep: Class 26 contains 87804 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7845 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 5511 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226448.000000 Penalty: 73158.421875
Iteration 134Q: 34 clusters Score -1.022264e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 95110 members 
Mstep: Class 3 contains 87367 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29080 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 50272 members 
Mstep: Class 8 contains 94014 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13974 members 
Mstep: Class 11 contains 6743 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 106560 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3553 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 9764 members 
Mstep: Class 20 contains 91840 members 
Mstep: Class 21 contains 20093 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 52073 members 
Mstep: Class 25 contains 14373 members 
Mstep: Class 26 contains 87894 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7843 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 5520 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226520.000000 Penalty: 73158.421875
Iteration 135Q: 34 clusters Score -1.022265e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 95044 members 
Mstep: Class 3 contains 87446 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 29057 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 50234 members 
Mstep: Class 8 contains 94028 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13977 members 
Mstep: Class 11 contains 6745 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 106571 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3561 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 9763 members 
Mstep: Class 20 contains 91884 members 
Mstep: Class 21 contains 19936 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 52026 members 
Mstep: Class 25 contains 14456 members 
Mstep: Class 26 contains 87952 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7843 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 5535 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226568.000000 Penalty: 73158.421875
Iteration 136Q: 34 clusters Score -1.022266e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 94999 members 
Mstep: Class 3 contains 87524 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 29030 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 50208 members 
Mstep: Class 8 contains 94041 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13980 members 
Mstep: Class 11 contains 6739 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 106603 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 9765 members 
Mstep: Class 20 contains 91939 members 
Mstep: Class 21 contains 19782 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 51968 members 
Mstep: Class 25 contains 14554 members 
Mstep: Class 26 contains 87959 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7843 members 
Mstep: Class 30 contains 2036 members 
Mstep: Class 31 contains 5554 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226520.000000 Penalty: 73158.421875
Iteration 137Q: 34 clusters Score -1.022265e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 94915 members 
Mstep: Class 3 contains 87630 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 29004 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 50186 members 
Mstep: Class 8 contains 94038 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13977 members 
Mstep: Class 11 contains 6741 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 106663 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 91963 members 
Mstep: Class 21 contains 19626 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 51915 members 
Mstep: Class 25 contains 14659 members 
Mstep: Class 26 contains 87984 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7842 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 5575 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226384.000000 Penalty: 73158.421875
Iteration 138Q: 34 clusters Score -1.022264e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 94801 members 
Mstep: Class 3 contains 87751 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28975 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 50165 members 
Mstep: Class 8 contains 94049 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 6744 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 106678 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3562 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 9768 members 
Mstep: Class 20 contains 91995 members 
Mstep: Class 21 contains 19487 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 51865 members 
Mstep: Class 25 contains 14757 members 
Mstep: Class 26 contains 88042 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7841 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 5597 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226376.000000 Penalty: 73158.421875
Iteration 139Q: 34 clusters Score -1.022264e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 94662 members 
Mstep: Class 3 contains 87879 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28954 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 50141 members 
Mstep: Class 8 contains 94064 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 6749 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 106706 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 9769 members 
Mstep: Class 20 contains 92029 members 
Mstep: Class 21 contains 19336 members 
Mstep: Class 22 contains 2910 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 51816 members 
Mstep: Class 25 contains 14845 members 
Mstep: Class 26 contains 88104 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 5617 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225872.000000 Penalty: 73158.421875
Iteration 140F: 34 clusters Score -1.022259e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 94455 members 
Mstep: Class 3 contains 88054 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28933 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 50122 members 
Mstep: Class 8 contains 94101 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13967 members 
Mstep: Class 11 contains 6745 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 106719 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3569 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 9772 members 
Mstep: Class 20 contains 92054 members 
Mstep: Class 21 contains 19192 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 51761 members 
Mstep: Class 25 contains 14930 members 
Mstep: Class 26 contains 88191 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7841 members 
Mstep: Class 30 contains 2022 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225920.000000 Penalty: 73158.421875
Iteration 141Q: 34 clusters Score -1.022259e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 94307 members 
Mstep: Class 3 contains 88220 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28919 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 50112 members 
Mstep: Class 8 contains 94096 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13964 members 
Mstep: Class 11 contains 6743 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 106703 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3572 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 9774 members 
Mstep: Class 20 contains 92062 members 
Mstep: Class 21 contains 19033 members 
Mstep: Class 22 contains 2909 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 51725 members 
Mstep: Class 25 contains 15024 members 
Mstep: Class 26 contains 88307 members 
Mstep: Class 27 contains 493 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 5666 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226048.000000 Penalty: 73158.421875
Iteration 142Q: 34 clusters Score -1.02226e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 94168 members 
Mstep: Class 3 contains 88366 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28901 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 50108 members 
Mstep: Class 8 contains 94109 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13954 members 
Mstep: Class 11 contains 6743 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 106726 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 92071 members 
Mstep: Class 21 contains 18871 members 
Mstep: Class 22 contains 2908 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 51675 members 
Mstep: Class 25 contains 15107 members 
Mstep: Class 26 contains 88403 members 
Mstep: Class 27 contains 494 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7838 members 
Mstep: Class 30 contains 2018 members 
Mstep: Class 31 contains 5689 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225792.000000 Penalty: 73158.421875
Iteration 143Q: 34 clusters Score -1.022258e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 94024 members 
Mstep: Class 3 contains 88552 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28883 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 50098 members 
Mstep: Class 8 contains 94124 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 11 contains 6733 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 106708 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3572 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 9778 members 
Mstep: Class 20 contains 92082 members 
Mstep: Class 21 contains 18703 members 
Mstep: Class 22 contains 2908 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 51639 members 
Mstep: Class 25 contains 15193 members 
Mstep: Class 26 contains 88485 members 
Mstep: Class 27 contains 494 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7839 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 5718 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225864.000000 Penalty: 73158.421875
Iteration 144Q: 34 clusters Score -1.022259e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 93943 members 
Mstep: Class 3 contains 88640 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28867 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 50098 members 
Mstep: Class 8 contains 94132 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 11 contains 6730 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 106663 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3574 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 92111 members 
Mstep: Class 21 contains 18533 members 
Mstep: Class 22 contains 2909 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 51602 members 
Mstep: Class 25 contains 15292 members 
Mstep: Class 26 contains 88576 members 
Mstep: Class 27 contains 494 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7838 members 
Mstep: Class 30 contains 2017 members 
Mstep: Class 31 contains 5739 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225928.000000 Penalty: 73158.421875
Iteration 145Q: 34 clusters Score -1.022259e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 93963 members 
Mstep: Class 3 contains 88714 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28860 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 50110 members 
Mstep: Class 8 contains 94108 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 11 contains 6720 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 106621 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 9780 members 
Mstep: Class 20 contains 92125 members 
Mstep: Class 21 contains 18315 members 
Mstep: Class 22 contains 2909 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 51565 members 
Mstep: Class 25 contains 15397 members 
Mstep: Class 26 contains 88672 members 
Mstep: Class 27 contains 494 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7837 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 5767 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225848.000000 Penalty: 73158.421875
Iteration 146Q: 34 clusters Score -1.022258e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 93993 members 
Mstep: Class 3 contains 88734 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28853 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 50115 members 
Mstep: Class 8 contains 94080 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13946 members 
Mstep: Class 11 contains 6720 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 106578 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 92150 members 
Mstep: Class 21 contains 18103 members 
Mstep: Class 22 contains 2910 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51534 members 
Mstep: Class 25 contains 15499 members 
Mstep: Class 26 contains 88786 members 
Mstep: Class 27 contains 494 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7835 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 5796 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225888.000000 Penalty: 73158.421875
Iteration 147Q: 34 clusters Score -1.022259e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 93974 members 
Mstep: Class 3 contains 88771 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28851 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 50127 members 
Mstep: Class 8 contains 94062 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 106549 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3581 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 9780 members 
Mstep: Class 20 contains 92162 members 
Mstep: Class 21 contains 17926 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51481 members 
Mstep: Class 25 contains 15608 members 
Mstep: Class 26 contains 88877 members 
Mstep: Class 27 contains 494 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7832 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 5833 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225912.000000 Penalty: 73158.421875
Iteration 148Q: 34 clusters Score -1.022259e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 93983 members 
Mstep: Class 3 contains 88782 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28846 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 50136 members 
Mstep: Class 8 contains 94062 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 106507 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 92192 members 
Mstep: Class 21 contains 17749 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 1726 members 
Mstep: Class 24 contains 51414 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 88983 members 
Mstep: Class 27 contains 494 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7831 members 
Mstep: Class 30 contains 2007 members 
Mstep: Class 31 contains 5872 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225656.000000 Penalty: 73158.421875
Iteration 149Q: 34 clusters Score -1.022257e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 93955 members 
Mstep: Class 3 contains 88849 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28839 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 50122 members 
Mstep: Class 8 contains 94080 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13948 members 
Mstep: Class 11 contains 6728 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 106431 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 92218 members 
Mstep: Class 21 contains 17580 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 1726 members 
Mstep: Class 24 contains 51364 members 
Mstep: Class 25 contains 15795 members 
Mstep: Class 26 contains 89098 members 
Mstep: Class 27 contains 495 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7830 members 
Mstep: Class 30 contains 2007 members 
Mstep: Class 31 contains 5912 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225776.000000 Penalty: 73158.421875
Iteration 150Q: 34 clusters Score -1.022258e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 93935 members 
Mstep: Class 3 contains 88933 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28833 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 50111 members 
Mstep: Class 8 contains 94088 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13954 members 
Mstep: Class 11 contains 6726 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 106373 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 92238 members 
Mstep: Class 21 contains 17420 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51323 members 
Mstep: Class 25 contains 15884 members 
Mstep: Class 26 contains 89189 members 
Mstep: Class 27 contains 495 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7829 members 
Mstep: Class 30 contains 2008 members 
Mstep: Class 31 contains 5948 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225752.000000 Penalty: 73158.421875
Iteration 151Q: 34 clusters Score -1.022258e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 93888 members 
Mstep: Class 3 contains 89034 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28825 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 50106 members 
Mstep: Class 8 contains 94084 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 11 contains 6722 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 106329 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 92278 members 
Mstep: Class 21 contains 17239 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51295 members 
Mstep: Class 25 contains 15978 members 
Mstep: Class 26 contains 89269 members 
Mstep: Class 27 contains 495 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7827 members 
Mstep: Class 30 contains 2008 members 
Mstep: Class 31 contains 5975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225776.000000 Penalty: 73158.421875
Iteration 152Q: 34 clusters Score -1.022258e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 93839 members 
Mstep: Class 3 contains 89145 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28813 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 50095 members 
Mstep: Class 8 contains 94083 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13957 members 
Mstep: Class 11 contains 6721 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 106269 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 3365 members 
Mstep: Class 19 contains 9787 members 
Mstep: Class 20 contains 92312 members 
Mstep: Class 21 contains 17065 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51272 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 89376 members 
Mstep: Class 27 contains 495 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7824 members 
Mstep: Class 30 contains 2008 members 
Mstep: Class 31 contains 5996 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225832.000000 Penalty: 73158.421875
Iteration 153Q: 34 clusters Score -1.022258e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 93860 members 
Mstep: Class 3 contains 89240 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28794 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 50086 members 
Mstep: Class 8 contains 94096 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13958 members 
Mstep: Class 11 contains 6725 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 106177 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3597 members 
Mstep: Class 18 contains 3362 members 
Mstep: Class 19 contains 9791 members 
Mstep: Class 20 contains 92358 members 
Mstep: Class 21 contains 16906 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51234 members 
Mstep: Class 25 contains 16115 members 
Mstep: Class 26 contains 89438 members 
Mstep: Class 27 contains 495 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7820 members 
Mstep: Class 30 contains 2008 members 
Mstep: Class 31 contains 6014 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225416.000000 Penalty: 73158.421875
Iteration 154Q: 34 clusters Score -1.022254e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 93848 members 
Mstep: Class 3 contains 89337 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28780 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 50078 members 
Mstep: Class 8 contains 94116 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 11 contains 6731 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 106093 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 9791 members 
Mstep: Class 20 contains 92422 members 
Mstep: Class 21 contains 16749 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51193 members 
Mstep: Class 25 contains 16198 members 
Mstep: Class 26 contains 89481 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7816 members 
Mstep: Class 30 contains 2008 members 
Mstep: Class 31 contains 6035 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225008.000000 Penalty: 73158.421875
Iteration 155Q: 34 clusters Score -1.02225e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 93809 members 
Mstep: Class 3 contains 89432 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28767 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 50068 members 
Mstep: Class 8 contains 94137 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13964 members 
Mstep: Class 11 contains 6727 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 106030 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3599 members 
Mstep: Class 18 contains 3363 members 
Mstep: Class 19 contains 9793 members 
Mstep: Class 20 contains 92498 members 
Mstep: Class 21 contains 16588 members 
Mstep: Class 22 contains 2915 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51154 members 
Mstep: Class 25 contains 16269 members 
Mstep: Class 26 contains 89549 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7812 members 
Mstep: Class 30 contains 2004 members 
Mstep: Class 31 contains 6053 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224752.000000 Penalty: 73158.421875
Iteration 156Q: 34 clusters Score -1.022248e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 93772 members 
Mstep: Class 3 contains 89515 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28756 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 50065 members 
Mstep: Class 8 contains 94132 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13967 members 
Mstep: Class 11 contains 6727 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 105963 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5345 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3597 members 
Mstep: Class 18 contains 3363 members 
Mstep: Class 19 contains 9795 members 
Mstep: Class 20 contains 92581 members 
Mstep: Class 21 contains 16430 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51129 members 
Mstep: Class 25 contains 16327 members 
Mstep: Class 26 contains 89631 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7813 members 
Mstep: Class 30 contains 2003 members 
Mstep: Class 31 contains 6069 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224584.000000 Penalty: 73158.421875
Iteration 157Q: 34 clusters Score -1.022246e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 93736 members 
Mstep: Class 3 contains 89591 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28740 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 50051 members 
Mstep: Class 8 contains 94133 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 13978 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 105908 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5340 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3597 members 
Mstep: Class 18 contains 3364 members 
Mstep: Class 19 contains 9797 members 
Mstep: Class 20 contains 92654 members 
Mstep: Class 21 contains 16261 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51112 members 
Mstep: Class 25 contains 16386 members 
Mstep: Class 26 contains 89712 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7813 members 
Mstep: Class 30 contains 2004 members 
Mstep: Class 31 contains 6088 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224320.000000 Penalty: 73158.421875
Iteration 158Q: 34 clusters Score -1.022243e+08 nChanged 2034
Entering ConstructFrom: 
Score: -102224320.000000 Penalty: 73158.421875
Entering ConstructFrom: 
Trying to split cluster 1 (37576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Entering Unmasked Estep 
Score: -4557342.000000 Penalty: 1711.794556
	Iteration 0F: 2 clusters Score -4557342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4532021.500000 Penalty: 3423.589111
	Iteration 0F: 3 clusters Score -4532022 nChanged 17625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4541768.000000 Penalty: 3423.589111
	Iteration 1F: 3 clusters Score -4541768 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4542102.000000 Penalty: 3423.589111
	Iteration 2Q: 3 clusters Score -4542102 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4542363.500000 Penalty: 3423.589111
	Iteration 3Q: 3 clusters Score -4542364 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4542598.000000 Penalty: 3423.589111
	Iteration 4Q: 3 clusters Score -4542598 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4542808.500000 Penalty: 3423.589111
	Iteration 5Q: 3 clusters Score -4542808 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4543079.000000 Penalty: 3423.589111
	Iteration 6Q: 3 clusters Score -4543079 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -4543387.500000 Penalty: 3423.589111
	Iteration 7Q: 3 clusters Score -4543388 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4543784.000000 Penalty: 3423.589111
	Iteration 8Q: 3 clusters Score -4543784 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4544409.000000 Penalty: 3423.589111
	Iteration 9Q: 3 clusters Score -4544409 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -4545280.000000 Penalty: 3423.589111
	Iteration 10Q: 3 clusters Score -4545280 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -4546676.500000 Penalty: 3423.589111
	Iteration 11F: 3 clusters Score -4546676 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4548412.000000 Penalty: 3423.589111
	Iteration 12F: 3 clusters Score -4548412 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4550158.000000 Penalty: 3423.589111
	Iteration 13F: 3 clusters Score -4550158 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4551656.500000 Penalty: 3423.589111
	Iteration 14Q: 3 clusters Score -4551656 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -4552837.000000 Penalty: 3423.589111
	Iteration 15Q: 3 clusters Score -4552837 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4553651.500000 Penalty: 3423.589111
	Iteration 16Q: 3 clusters Score -4553652 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -4554197.500000 Penalty: 3423.589111
	Iteration 17Q: 3 clusters Score -4554198 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4554603.000000 Penalty: 3423.589111
	Iteration 18Q: 3 clusters Score -4554603 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4554891.500000 Penalty: 3423.589111
	Iteration 19Q: 3 clusters Score -4554892 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -4555121.500000 Penalty: 3423.589111
	Iteration 20F: 3 clusters Score -4555122 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4555307.500000 Penalty: 3423.589111
	Iteration 21Q: 3 clusters Score -4555308 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4555457.000000 Penalty: 3423.589111
	Iteration 22Q: 3 clusters Score -4555457 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -4555597.500000 Penalty: 3423.589111
	Iteration 23Q: 3 clusters Score -4555598 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -4555702.000000 Penalty: 3423.589111
	Iteration 24Q: 3 clusters Score -4555702 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4555762.000000 Penalty: 3423.589111
	Iteration 25Q: 3 clusters Score -4555762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -4555795.500000 Penalty: 3423.589111
	Iteration 26Q: 3 clusters Score -4555796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -4555822.000000 Penalty: 3423.589111
	Iteration 27Q: 3 clusters Score -4555822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -4555832.000000 Penalty: 3423.589111
	Iteration 28Q: 3 clusters Score -4555832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4555845.500000 Penalty: 3423.589111
	Iteration 29Q: 3 clusters Score -4555846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4555856.500000 Penalty: 3423.589111
	Iteration 30Q: 3 clusters Score -4555856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4555868.000000 Penalty: 3423.589111
	Iteration 31Q: 3 clusters Score -4555868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -4555878.000000 Penalty: 3423.589111
	Iteration 32Q: 3 clusters Score -4555878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -4555880.500000 Penalty: 3423.589111
	Iteration 33Q: 3 clusters Score -4555880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4555884.500000 Penalty: 3423.589111
	Iteration 34Q: 3 clusters Score -4555884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4555886.000000 Penalty: 3423.589111
	Iteration 35Q: 3 clusters Score -4555886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4555888.000000 Penalty: 3423.589111
	Iteration 36Q: 3 clusters Score -4555888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -4555888.500000 Penalty: 3423.589111
	Iteration 37Q: 3 clusters Score -4555888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -4555887.500000 Penalty: 3423.589111
	Iteration 38Q: 3 clusters Score -4555888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -4555892.500000 Penalty: 3423.589111
	Iteration 39Q: 3 clusters Score -4555892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4555896.000000 Penalty: 3423.589111
	Iteration 40F: 3 clusters Score -4555896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Entering Unmasked Estep 
Score: -11687309.000000 Penalty: 1860.220703
	Iteration 0F: 2 clusters Score -1.168731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -11629242.000000 Penalty: 3720.441406
	Iteration 0F: 3 clusters Score -1.162924e+07 nChanged 44725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -11655397.000000 Penalty: 3720.441406
	Iteration 1F: 3 clusters Score -1.16554e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -11656514.000000 Penalty: 3720.441406
	Iteration 2Q: 3 clusters Score -1.165651e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -11657913.000000 Penalty: 3720.441406
	Iteration 3Q: 3 clusters Score -1.165791e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -11660102.000000 Penalty: 3720.441406
	Iteration 4Q: 3 clusters Score -1.16601e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -11663262.000000 Penalty: 3720.441406
	Iteration 5F: 3 clusters Score -1.166326e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -11667618.000000 Penalty: 3720.441406
	Iteration 6F: 3 clusters Score -1.166762e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -11672382.000000 Penalty: 3720.441406
	Iteration 7F: 3 clusters Score -1.167238e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -11676601.000000 Penalty: 3720.441406
	Iteration 8F: 3 clusters Score -1.16766e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -11679439.000000 Penalty: 3720.441406
	Iteration 9Q: 3 clusters Score -1.167944e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -11681101.000000 Penalty: 3720.441406
	Iteration 10Q: 3 clusters Score -1.16811e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -11682092.000000 Penalty: 3720.441406
	Iteration 11Q: 3 clusters Score -1.168209e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81812 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -11683122.000000 Penalty: 3720.441406
	Iteration 12Q: 3 clusters Score -1.168312e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -11684340.000000 Penalty: 3720.441406
	Iteration 13Q: 3 clusters Score -1.168434e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -11685283.000000 Penalty: 3720.441406
	Iteration 14Q: 3 clusters Score -1.168528e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -11686068.000000 Penalty: 3720.441406
	Iteration 15Q: 3 clusters Score -1.168607e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -11686506.000000 Penalty: 3720.441406
	Iteration 16Q: 3 clusters Score -1.168651e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -11686685.000000 Penalty: 3720.441406
	Iteration 17Q: 3 clusters Score -1.168668e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -11686681.000000 Penalty: 3720.441406
	Iteration 18Q: 3 clusters Score -1.168668e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -11686636.000000 Penalty: 3720.441406
	Iteration 19Q: 3 clusters Score -1.168664e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -11686528.000000 Penalty: 3720.441406
	Iteration 20F: 3 clusters Score -1.168653e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -11686418.000000 Penalty: 3720.441406
	Iteration 21Q: 3 clusters Score -1.168642e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11686312.000000 Penalty: 3720.441406
	Iteration 22Q: 3 clusters Score -1.168631e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92291 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11686188.000000 Penalty: 3720.441406
	Iteration 23Q: 3 clusters Score -1.168619e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92554 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11686166.000000 Penalty: 3720.441406
	Iteration 24Q: 3 clusters Score -1.168617e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11686121.000000 Penalty: 3720.441406
	Iteration 25Q: 3 clusters Score -1.168612e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11686116.000000 Penalty: 3720.441406
	Iteration 26Q: 3 clusters Score -1.168612e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11686125.000000 Penalty: 3720.441406
	Iteration 27Q: 3 clusters Score -1.168612e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11686112.000000 Penalty: 3720.441406
	Iteration 28Q: 3 clusters Score -1.168611e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11686107.000000 Penalty: 3720.441406
	Iteration 29Q: 3 clusters Score -1.168611e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11686107.000000 Penalty: 3720.441406
	Iteration 30Q: 3 clusters Score -1.168611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11686114.000000 Penalty: 3720.441406
	Iteration 31Q: 3 clusters Score -1.168611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11686099.000000 Penalty: 3720.441406
	Iteration 32Q: 3 clusters Score -1.16861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11686099.000000 Penalty: 3720.441406
	Iteration 33Q: 3 clusters Score -1.16861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93197 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11686116.000000 Penalty: 3720.441406
	Iteration 34Q: 3 clusters Score -1.168612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11686093.000000 Penalty: 3720.441406
	Iteration 35Q: 3 clusters Score -1.168609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11686088.000000 Penalty: 3720.441406
	Iteration 36Q: 3 clusters Score -1.168609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93223 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11686087.000000 Penalty: 3720.441406
	Iteration 37Q: 3 clusters Score -1.168609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93231 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11686092.000000 Penalty: 3720.441406
	Iteration 38Q: 3 clusters Score -1.168609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11686077.000000 Penalty: 3720.441406
	Iteration 39Q: 3 clusters Score -1.168608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11686066.000000 Penalty: 3720.441406
	Iteration 40F: 3 clusters Score -1.168607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11686072.000000 Penalty: 3720.441406
	Iteration 41Q: 3 clusters Score -1.168607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11686071.000000 Penalty: 3720.441406
	Iteration 42Q: 3 clusters Score -1.168607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93250 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11686070.000000 Penalty: 3720.441406
	Iteration 43Q: 3 clusters Score -1.168607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93250 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11686070.000000 Penalty: 3720.441406
	Iteration 44F: 3 clusters Score -1.168607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (89676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Entering Unmasked Estep 
Score: -11220306.000000 Penalty: 1853.143188
	Iteration 0F: 2 clusters Score -1.122031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -11163440.000000 Penalty: 3706.286377
	Iteration 0F: 3 clusters Score -1.116344e+07 nChanged 42820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -11189043.000000 Penalty: 3706.286377
	Iteration 1F: 3 clusters Score -1.118904e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -11190504.000000 Penalty: 3706.286377
	Iteration 2Q: 3 clusters Score -1.11905e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -11192565.000000 Penalty: 3706.286377
	Iteration 3Q: 3 clusters Score -1.119256e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -11195728.000000 Penalty: 3706.286377
	Iteration 4F: 3 clusters Score -1.119573e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -11200133.000000 Penalty: 3706.286377
	Iteration 5F: 3 clusters Score -1.120013e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -11205648.000000 Penalty: 3706.286377
	Iteration 6F: 3 clusters Score -1.120565e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -11210180.000000 Penalty: 3706.286377
	Iteration 7F: 3 clusters Score -1.121018e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -11212197.000000 Penalty: 3706.286377
	Iteration 8Q: 3 clusters Score -1.12122e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -11212972.000000 Penalty: 3706.286377
	Iteration 9Q: 3 clusters Score -1.121297e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -11213513.000000 Penalty: 3706.286377
	Iteration 10Q: 3 clusters Score -1.121351e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -11213940.000000 Penalty: 3706.286377
	Iteration 11Q: 3 clusters Score -1.121394e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -11214323.000000 Penalty: 3706.286377
	Iteration 12Q: 3 clusters Score -1.121432e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -11214749.000000 Penalty: 3706.286377
	Iteration 13Q: 3 clusters Score -1.121475e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -11214986.000000 Penalty: 3706.286377
	Iteration 14Q: 3 clusters Score -1.121499e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -11215318.000000 Penalty: 3706.286377
	Iteration 15Q: 3 clusters Score -1.121532e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -11215545.000000 Penalty: 3706.286377
	Iteration 16Q: 3 clusters Score -1.121554e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -11215705.000000 Penalty: 3706.286377
	Iteration 17Q: 3 clusters Score -1.12157e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -11215911.000000 Penalty: 3706.286377
	Iteration 18Q: 3 clusters Score -1.121591e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -11216015.000000 Penalty: 3706.286377
	Iteration 19Q: 3 clusters Score -1.121602e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -11216028.000000 Penalty: 3706.286377
	Iteration 20F: 3 clusters Score -1.121603e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -11216115.000000 Penalty: 3706.286377
	Iteration 21Q: 3 clusters Score -1.121612e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -11216117.000000 Penalty: 3706.286377
	Iteration 22Q: 3 clusters Score -1.121612e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -11216141.000000 Penalty: 3706.286377
	Iteration 23Q: 3 clusters Score -1.121614e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -11216161.000000 Penalty: 3706.286377
	Iteration 24Q: 3 clusters Score -1.121616e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -11216157.000000 Penalty: 3706.286377
	Iteration 25Q: 3 clusters Score -1.121616e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -11216164.000000 Penalty: 3706.286377
	Iteration 26Q: 3 clusters Score -1.121616e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -11216199.000000 Penalty: 3706.286377
	Iteration 27Q: 3 clusters Score -1.12162e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -11216190.000000 Penalty: 3706.286377
	Iteration 28Q: 3 clusters Score -1.121619e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -11216162.000000 Penalty: 3706.286377
	Iteration 29Q: 3 clusters Score -1.121616e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -11216172.000000 Penalty: 3706.286377
	Iteration 30Q: 3 clusters Score -1.121617e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -11216161.000000 Penalty: 3706.286377
	Iteration 31Q: 3 clusters Score -1.121616e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -11216173.000000 Penalty: 3706.286377
	Iteration 32Q: 3 clusters Score -1.121617e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -11216184.000000 Penalty: 3706.286377
	Iteration 33Q: 3 clusters Score -1.121618e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -11216206.000000 Penalty: 3706.286377
	Iteration 34Q: 3 clusters Score -1.121621e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -11216205.000000 Penalty: 3706.286377
	Iteration 35Q: 3 clusters Score -1.12162e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -11216211.000000 Penalty: 3706.286377
	Iteration 36Q: 3 clusters Score -1.121621e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -11216240.000000 Penalty: 3706.286377
	Iteration 37Q: 3 clusters Score -1.121624e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -11216268.000000 Penalty: 3706.286377
	Iteration 38Q: 3 clusters Score -1.121627e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -11216255.000000 Penalty: 3706.286377
	Iteration 39Q: 3 clusters Score -1.121626e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -11216283.000000 Penalty: 3706.286377
	Iteration 40F: 3 clusters Score -1.121628e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -11216283.000000 Penalty: 3706.286377
	Iteration 41Q: 3 clusters Score -1.121628e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -11216312.000000 Penalty: 3706.286377
	Iteration 42Q: 3 clusters Score -1.121631e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -11216321.000000 Penalty: 3706.286377
	Iteration 43Q: 3 clusters Score -1.121632e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -11216336.000000 Penalty: 3706.286377
	Iteration 44Q: 3 clusters Score -1.121634e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -11216323.000000 Penalty: 3706.286377
	Iteration 45Q: 3 clusters Score -1.121632e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -11216330.000000 Penalty: 3706.286377
	Iteration 46Q: 3 clusters Score -1.121633e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -11216336.000000 Penalty: 3706.286377
	Iteration 47Q: 3 clusters Score -1.121634e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -11216331.000000 Penalty: 3706.286377
	Iteration 48Q: 3 clusters Score -1.121633e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -11216351.000000 Penalty: 3706.286377
	Iteration 49Q: 3 clusters Score -1.121635e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -11216356.000000 Penalty: 3706.286377
	Iteration 50Q: 3 clusters Score -1.121636e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -11216370.000000 Penalty: 3706.286377
	Iteration 51Q: 3 clusters Score -1.121637e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -11216381.000000 Penalty: 3706.286377
	Iteration 52Q: 3 clusters Score -1.121638e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -11216405.000000 Penalty: 3706.286377
	Iteration 53Q: 3 clusters Score -1.12164e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -11216401.000000 Penalty: 3706.286377
	Iteration 54Q: 3 clusters Score -1.12164e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -11216417.000000 Penalty: 3706.286377
	Iteration 55Q: 3 clusters Score -1.121642e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -11216416.000000 Penalty: 3706.286377
	Iteration 56Q: 3 clusters Score -1.121642e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -11216441.000000 Penalty: 3706.286377
	Iteration 57Q: 3 clusters Score -1.121644e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -11216455.000000 Penalty: 3706.286377
	Iteration 58Q: 3 clusters Score -1.121646e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -11216487.000000 Penalty: 3706.286377
	Iteration 59Q: 3 clusters Score -1.121649e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -11216502.000000 Penalty: 3706.286377
	Iteration 60F: 3 clusters Score -1.12165e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -11216485.000000 Penalty: 3706.286377
	Iteration 61Q: 3 clusters Score -1.121648e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -11216491.000000 Penalty: 3706.286377
	Iteration 62Q: 3 clusters Score -1.121649e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -11216508.000000 Penalty: 3706.286377
	Iteration 63Q: 3 clusters Score -1.121651e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -11216544.000000 Penalty: 3706.286377
	Iteration 64Q: 3 clusters Score -1.121654e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -11216600.000000 Penalty: 3706.286377
	Iteration 65Q: 3 clusters Score -1.12166e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -11216605.000000 Penalty: 3706.286377
	Iteration 66Q: 3 clusters Score -1.12166e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -11216610.000000 Penalty: 3706.286377
	Iteration 67Q: 3 clusters Score -1.121661e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -11216632.000000 Penalty: 3706.286377
	Iteration 68Q: 3 clusters Score -1.121663e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -11216649.000000 Penalty: 3706.286377
	Iteration 69Q: 3 clusters Score -1.121665e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -11216665.000000 Penalty: 3706.286377
	Iteration 70Q: 3 clusters Score -1.121666e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -11216676.000000 Penalty: 3706.286377
	Iteration 71Q: 3 clusters Score -1.121668e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -11216711.000000 Penalty: 3706.286377
	Iteration 72Q: 3 clusters Score -1.121671e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -11216721.000000 Penalty: 3706.286377
	Iteration 73Q: 3 clusters Score -1.121672e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 64937 members 
Entering Unmasked Estep 
Score: -11216751.000000 Penalty: 3706.286377
	Iteration 74Q: 3 clusters Score -1.121675e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -11216807.000000 Penalty: 3706.286377
	Iteration 75Q: 3 clusters Score -1.121681e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -11216852.000000 Penalty: 3706.286377
	Iteration 76Q: 3 clusters Score -1.121685e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -11216865.000000 Penalty: 3706.286377
	Iteration 77Q: 3 clusters Score -1.121686e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -11216910.000000 Penalty: 3706.286377
	Iteration 78Q: 3 clusters Score -1.121691e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -11216929.000000 Penalty: 3706.286377
	Iteration 79Q: 3 clusters Score -1.121693e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -11216954.000000 Penalty: 3706.286377
	Iteration 80F: 3 clusters Score -1.121695e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -11216950.000000 Penalty: 3706.286377
	Iteration 81Q: 3 clusters Score -1.121695e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -11216971.000000 Penalty: 3706.286377
	Iteration 82Q: 3 clusters Score -1.121697e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -11217019.000000 Penalty: 3706.286377
	Iteration 83Q: 3 clusters Score -1.121702e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -11217042.000000 Penalty: 3706.286377
	Iteration 84Q: 3 clusters Score -1.121704e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -11217072.000000 Penalty: 3706.286377
	Iteration 85Q: 3 clusters Score -1.121707e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -11217086.000000 Penalty: 3706.286377
	Iteration 86Q: 3 clusters Score -1.121709e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -11217123.000000 Penalty: 3706.286377
	Iteration 87Q: 3 clusters Score -1.121712e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -11217185.000000 Penalty: 3706.286377
	Iteration 88Q: 3 clusters Score -1.121718e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -11217175.000000 Penalty: 3706.286377
	Iteration 89Q: 3 clusters Score -1.121718e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -11217267.000000 Penalty: 3706.286377
	Iteration 90Q: 3 clusters Score -1.121727e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -11217334.000000 Penalty: 3706.286377
	Iteration 91Q: 3 clusters Score -1.121733e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -11217353.000000 Penalty: 3706.286377
	Iteration 92Q: 3 clusters Score -1.121735e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -11217439.000000 Penalty: 3706.286377
	Iteration 93Q: 3 clusters Score -1.121744e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -11217474.000000 Penalty: 3706.286377
	Iteration 94Q: 3 clusters Score -1.121747e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -11217530.000000 Penalty: 3706.286377
	Iteration 95Q: 3 clusters Score -1.121753e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -11217604.000000 Penalty: 3706.286377
	Iteration 96Q: 3 clusters Score -1.12176e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -11217630.000000 Penalty: 3706.286377
	Iteration 97Q: 3 clusters Score -1.121763e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -11217627.000000 Penalty: 3706.286377
	Iteration 98Q: 3 clusters Score -1.121763e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -11217646.000000 Penalty: 3706.286377
	Iteration 99Q: 3 clusters Score -1.121765e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -11217714.000000 Penalty: 3706.286377
	Iteration 100F: 3 clusters Score -1.121771e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -11217760.000000 Penalty: 3706.286377
	Iteration 101Q: 3 clusters Score -1.121776e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -11217803.000000 Penalty: 3706.286377
	Iteration 102Q: 3 clusters Score -1.12178e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -11217867.000000 Penalty: 3706.286377
	Iteration 103Q: 3 clusters Score -1.121787e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -11217929.000000 Penalty: 3706.286377
	Iteration 104Q: 3 clusters Score -1.121793e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -11217968.000000 Penalty: 3706.286377
	Iteration 105Q: 3 clusters Score -1.121797e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -11218020.000000 Penalty: 3706.286377
	Iteration 106Q: 3 clusters Score -1.121802e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -11218067.000000 Penalty: 3706.286377
	Iteration 107Q: 3 clusters Score -1.121807e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 74904 members 
Entering Unmasked Estep 
Score: -11218152.000000 Penalty: 3706.286377
	Iteration 108Q: 3 clusters Score -1.121815e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -11218264.000000 Penalty: 3706.286377
	Iteration 109Q: 3 clusters Score -1.121826e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -11218348.000000 Penalty: 3706.286377
	Iteration 110Q: 3 clusters Score -1.121835e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -11218421.000000 Penalty: 3706.286377
	Iteration 111Q: 3 clusters Score -1.121842e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 76527 members 
Entering Unmasked Estep 
Score: -11218578.000000 Penalty: 3706.286377
	Iteration 112Q: 3 clusters Score -1.121858e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -11218684.000000 Penalty: 3706.286377
	Iteration 113Q: 3 clusters Score -1.121868e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -11218788.000000 Penalty: 3706.286377
	Iteration 114Q: 3 clusters Score -1.121879e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -11218925.000000 Penalty: 3706.286377
	Iteration 115Q: 3 clusters Score -1.121892e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -11219041.000000 Penalty: 3706.286377
	Iteration 116Q: 3 clusters Score -1.121904e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -11219088.000000 Penalty: 3706.286377
	Iteration 117Q: 3 clusters Score -1.121909e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -11219213.000000 Penalty: 3706.286377
	Iteration 118Q: 3 clusters Score -1.121921e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -11219240.000000 Penalty: 3706.286377
	Iteration 119Q: 3 clusters Score -1.121924e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 80279 members 
Entering Unmasked Estep 
Score: -11219403.000000 Penalty: 3706.286377
	Iteration 120F: 3 clusters Score -1.12194e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -11219454.000000 Penalty: 3706.286377
	Iteration 121Q: 3 clusters Score -1.121945e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -11219584.000000 Penalty: 3706.286377
	Iteration 122Q: 3 clusters Score -1.121958e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 81961 members 
Entering Unmasked Estep 
Score: -11219634.000000 Penalty: 3706.286377
	Iteration 123Q: 3 clusters Score -1.121963e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -11219744.000000 Penalty: 3706.286377
	Iteration 124Q: 3 clusters Score -1.121974e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 83138 members 
Entering Unmasked Estep 
Score: -11219798.000000 Penalty: 3706.286377
	Iteration 125Q: 3 clusters Score -1.12198e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 83662 members 
Entering Unmasked Estep 
Score: -11219779.000000 Penalty: 3706.286377
	Iteration 126Q: 3 clusters Score -1.121978e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -11219734.000000 Penalty: 3706.286377
	Iteration 127Q: 3 clusters Score -1.121973e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -11219751.000000 Penalty: 3706.286377
	Iteration 128Q: 3 clusters Score -1.121975e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -11219761.000000 Penalty: 3706.286377
	Iteration 129Q: 3 clusters Score -1.121976e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -11219728.000000 Penalty: 3706.286377
	Iteration 130Q: 3 clusters Score -1.121973e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -11219734.000000 Penalty: 3706.286377
	Iteration 131Q: 3 clusters Score -1.121973e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -11219732.000000 Penalty: 3706.286377
	Iteration 132Q: 3 clusters Score -1.121973e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -11219693.000000 Penalty: 3706.286377
	Iteration 133Q: 3 clusters Score -1.121969e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -11219678.000000 Penalty: 3706.286377
	Iteration 134Q: 3 clusters Score -1.121968e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -11219666.000000 Penalty: 3706.286377
	Iteration 135Q: 3 clusters Score -1.121967e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -11219611.000000 Penalty: 3706.286377
	Iteration 136Q: 3 clusters Score -1.121961e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -11219590.000000 Penalty: 3706.286377
	Iteration 137Q: 3 clusters Score -1.121959e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -11219551.000000 Penalty: 3706.286377
	Iteration 138Q: 3 clusters Score -1.121955e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -11219554.000000 Penalty: 3706.286377
	Iteration 139Q: 3 clusters Score -1.121955e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -11219507.000000 Penalty: 3706.286377
	Iteration 140F: 3 clusters Score -1.121951e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -11219466.000000 Penalty: 3706.286377
	Iteration 141Q: 3 clusters Score -1.121947e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -11219441.000000 Penalty: 3706.286377
	Iteration 142Q: 3 clusters Score -1.121944e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -11219412.000000 Penalty: 3706.286377
	Iteration 143Q: 3 clusters Score -1.121941e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -11219428.000000 Penalty: 3706.286377
	Iteration 144Q: 3 clusters Score -1.121943e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 88623 members 
Entering Unmasked Estep 
Score: -11219417.000000 Penalty: 3706.286377
	Iteration 145Q: 3 clusters Score -1.121942e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -11219395.000000 Penalty: 3706.286377
	Iteration 146Q: 3 clusters Score -1.12194e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -11219375.000000 Penalty: 3706.286377
	Iteration 147Q: 3 clusters Score -1.121938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -11219391.000000 Penalty: 3706.286377
	Iteration 148Q: 3 clusters Score -1.121939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -11219388.000000 Penalty: 3706.286377
	Iteration 149Q: 3 clusters Score -1.121939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -11219379.000000 Penalty: 3706.286377
	Iteration 150Q: 3 clusters Score -1.121938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -11219367.000000 Penalty: 3706.286377
	Iteration 151Q: 3 clusters Score -1.121937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -11219366.000000 Penalty: 3706.286377
	Iteration 152Q: 3 clusters Score -1.121937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 88787 members 
Entering Unmasked Estep 
Score: -11219355.000000 Penalty: 3706.286377
	Iteration 153Q: 3 clusters Score -1.121936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 88796 members 
Entering Unmasked Estep 
Score: -11219370.000000 Penalty: 3706.286377
	Iteration 154Q: 3 clusters Score -1.121937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -11219346.000000 Penalty: 3706.286377
	Iteration 155Q: 3 clusters Score -1.121935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -11219342.000000 Penalty: 3706.286377
	Iteration 156Q: 3 clusters Score -1.121934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -11219347.000000 Penalty: 3706.286377
	Iteration 157Q: 3 clusters Score -1.121935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -11219342.000000 Penalty: 3706.286377
	Iteration 158Q: 3 clusters Score -1.121934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -11219342.000000 Penalty: 3706.286377
	Iteration 159F: 3 clusters Score -1.121934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -240233.468750 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -240233.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -238115.078125 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -238115.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -238663.312500 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -238663.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -238904.812500 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -238904.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -239086.812500 Penalty: 2484.287598
	Iteration 3F: 3 clusters Score -239086.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -239245.328125 Penalty: 2484.287598
	Iteration 4F: 3 clusters Score -239245.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -239393.046875 Penalty: 2484.287598
	Iteration 5F: 3 clusters Score -239393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -239498.187500 Penalty: 2484.287598
	Iteration 6Q: 3 clusters Score -239498.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -239568.937500 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -239568.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -239599.640625 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -239599.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -239623.421875 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -239623.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -239635.515625 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -239635.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -239644.500000 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -239644.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -239650.718750 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -239650.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -239654.968750 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -239655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -239657.750000 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -239657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -239659.468750 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -239659.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -239661.875000 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -239661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -239665.078125 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -239665.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -239670.218750 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -239670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -239673.906250 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -239673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -239678.875000 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -239678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -239684.625000 Penalty: 2484.287598
	Iteration 21Q: 3 clusters Score -239684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -239688.812500 Penalty: 2484.287598
	Iteration 22Q: 3 clusters Score -239688.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -239692.828125 Penalty: 2484.287598
	Iteration 23Q: 3 clusters Score -239692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -239694.921875 Penalty: 2484.287598
	Iteration 24Q: 3 clusters Score -239694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -239698.656250 Penalty: 2484.287598
	Iteration 25Q: 3 clusters Score -239698.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -239701.734375 Penalty: 2484.287598
	Iteration 26Q: 3 clusters Score -239701.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -239703.312500 Penalty: 2484.287598
	Iteration 27Q: 3 clusters Score -239703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -239703.312500 Penalty: 2484.287598
	Iteration 28F: 3 clusters Score -239703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Entering Unmasked Estep 
Score: -3551586.750000 Penalty: 1668.136108
	Iteration 0F: 2 clusters Score -3551587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3532136.250000 Penalty: 3336.272217
	Iteration 0F: 3 clusters Score -3532136 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3539382.000000 Penalty: 3336.272217
	Iteration 1F: 3 clusters Score -3539382 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3539791.500000 Penalty: 3336.272217
	Iteration 2Q: 3 clusters Score -3539792 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3540173.500000 Penalty: 3336.272217
	Iteration 3Q: 3 clusters Score -3540174 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3540609.750000 Penalty: 3336.272217
	Iteration 4Q: 3 clusters Score -3540610 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3541180.250000 Penalty: 3336.272217
	Iteration 5Q: 3 clusters Score -3541180 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3542001.250000 Penalty: 3336.272217
	Iteration 6Q: 3 clusters Score -3542001 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3543238.250000 Penalty: 3336.272217
	Iteration 7F: 3 clusters Score -3543238 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3544876.250000 Penalty: 3336.272217
	Iteration 8F: 3 clusters Score -3544876 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3546524.750000 Penalty: 3336.272217
	Iteration 9F: 3 clusters Score -3546525 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3547556.250000 Penalty: 3336.272217
	Iteration 10F: 3 clusters Score -3547556 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3547993.000000 Penalty: 3336.272217
	Iteration 11Q: 3 clusters Score -3547993 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3548165.500000 Penalty: 3336.272217
	Iteration 12Q: 3 clusters Score -3548166 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3548270.000000 Penalty: 3336.272217
	Iteration 13Q: 3 clusters Score -3548270 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3548349.500000 Penalty: 3336.272217
	Iteration 14Q: 3 clusters Score -3548350 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3548401.500000 Penalty: 3336.272217
	Iteration 15Q: 3 clusters Score -3548402 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3548459.250000 Penalty: 3336.272217
	Iteration 16Q: 3 clusters Score -3548459 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3548526.000000 Penalty: 3336.272217
	Iteration 17Q: 3 clusters Score -3548526 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3548579.250000 Penalty: 3336.272217
	Iteration 18Q: 3 clusters Score -3548579 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3548631.250000 Penalty: 3336.272217
	Iteration 19Q: 3 clusters Score -3548631 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3548668.500000 Penalty: 3336.272217
	Iteration 20F: 3 clusters Score -3548668 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3548723.000000 Penalty: 3336.272217
	Iteration 21Q: 3 clusters Score -3548723 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3548771.250000 Penalty: 3336.272217
	Iteration 22Q: 3 clusters Score -3548771 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3548813.500000 Penalty: 3336.272217
	Iteration 23Q: 3 clusters Score -3548814 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3548843.500000 Penalty: 3336.272217
	Iteration 24Q: 3 clusters Score -3548844 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3548887.500000 Penalty: 3336.272217
	Iteration 25Q: 3 clusters Score -3548888 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3548921.750000 Penalty: 3336.272217
	Iteration 26Q: 3 clusters Score -3548922 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3548965.500000 Penalty: 3336.272217
	Iteration 27Q: 3 clusters Score -3548966 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3549029.250000 Penalty: 3336.272217
	Iteration 28Q: 3 clusters Score -3549029 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3549072.500000 Penalty: 3336.272217
	Iteration 29Q: 3 clusters Score -3549072 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3549095.500000 Penalty: 3336.272217
	Iteration 30Q: 3 clusters Score -3549096 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3549136.000000 Penalty: 3336.272217
	Iteration 31Q: 3 clusters Score -3549136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3549175.000000 Penalty: 3336.272217
	Iteration 32Q: 3 clusters Score -3549175 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3549200.000000 Penalty: 3336.272217
	Iteration 33Q: 3 clusters Score -3549200 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3549252.250000 Penalty: 3336.272217
	Iteration 34Q: 3 clusters Score -3549252 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3549305.000000 Penalty: 3336.272217
	Iteration 35Q: 3 clusters Score -3549305 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3549367.250000 Penalty: 3336.272217
	Iteration 36Q: 3 clusters Score -3549367 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3549427.750000 Penalty: 3336.272217
	Iteration 37Q: 3 clusters Score -3549428 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3549508 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3549576 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3549643 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3549707 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3549765 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3549816.250000 Penalty: 3336.272217
	Iteration 43Q: 3 clusters Score -3549816 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3549880 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3549924.750000 Penalty: 3336.272217
	Iteration 45Q: 3 clusters Score -3549925 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3549955 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3549990 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3550020.250000 Penalty: 3336.272217
	Iteration 48Q: 3 clusters Score -3550020 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3550048.000000 Penalty: 3336.272217
	Iteration 49Q: 3 clusters Score -3550048 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3550065 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3550089 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3550109.000000 Penalty: 3336.272217
	Iteration 52Q: 3 clusters Score -3550109 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3550121 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3550146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3550167 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3550171.000000 Penalty: 3336.272217
	Iteration 56Q: 3 clusters Score -3550171 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3550195 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3550221.500000 Penalty: 3336.272217
	Iteration 58Q: 3 clusters Score -3550222 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3550247 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3550265.000000 Penalty: 3336.272217
	Iteration 60F: 3 clusters Score -3550265 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3550288 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3550306.500000 Penalty: 3336.272217
	Iteration 62Q: 3 clusters Score -3550306 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3550324.250000 Penalty: 3336.272217
	Iteration 63Q: 3 clusters Score -3550324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3550348.250000 Penalty: 3336.272217
	Iteration 64Q: 3 clusters Score -3550348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3550358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3550367.250000 Penalty: 3336.272217
	Iteration 66Q: 3 clusters Score -3550367 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3550397.000000 Penalty: 3336.272217
	Iteration 67Q: 3 clusters Score -3550397 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3550412 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3550424.500000 Penalty: 3336.272217
	Iteration 69Q: 3 clusters Score -3550424 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3550438.500000 Penalty: 3336.272217
	Iteration 70Q: 3 clusters Score -3550438 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3550448.250000 Penalty: 3336.272217
	Iteration 71Q: 3 clusters Score -3550448 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3550460.000000 Penalty: 3336.272217
	Iteration 72Q: 3 clusters Score -3550460 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3550457 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3550470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3550467.250000 Penalty: 3336.272217
	Iteration 75Q: 3 clusters Score -3550467 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3550471 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3550476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3550480.000000 Penalty: 3336.272217
	Iteration 78Q: 3 clusters Score -3550480 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3550487.000000 Penalty: 3336.272217
	Iteration 79Q: 3 clusters Score -3550487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3550492.000000 Penalty: 3336.272217
	Iteration 80F: 3 clusters Score -3550492 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3550481.500000 Penalty: 3336.272217
	Iteration 81Q: 3 clusters Score -3550482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3550483.750000 Penalty: 3336.272217
	Iteration 82Q: 3 clusters Score -3550484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3550488.750000 Penalty: 3336.272217
	Iteration 83Q: 3 clusters Score -3550489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3550495.500000 Penalty: 3336.272217
	Iteration 84Q: 3 clusters Score -3550496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3550499.000000 Penalty: 3336.272217
	Iteration 85Q: 3 clusters Score -3550499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3550508.000000 Penalty: 3336.272217
	Iteration 86Q: 3 clusters Score -3550508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3550510.000000 Penalty: 3336.272217
	Iteration 87Q: 3 clusters Score -3550510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3550520.250000 Penalty: 3336.272217
	Iteration 88Q: 3 clusters Score -3550520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3550519.500000 Penalty: 3336.272217
	Iteration 89Q: 3 clusters Score -3550520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3550521.750000 Penalty: 3336.272217
	Iteration 90Q: 3 clusters Score -3550522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3550516.500000 Penalty: 3336.272217
	Iteration 91Q: 3 clusters Score -3550516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3550520.000000 Penalty: 3336.272217
	Iteration 92Q: 3 clusters Score -3550520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3550529.250000 Penalty: 3336.272217
	Iteration 93Q: 3 clusters Score -3550529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3550535.000000 Penalty: 3336.272217
	Iteration 94Q: 3 clusters Score -3550535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3550535.000000 Penalty: 3336.272217
	Iteration 95Q: 3 clusters Score -3550535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3550538.250000 Penalty: 3336.272217
	Iteration 96Q: 3 clusters Score -3550538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3550546.250000 Penalty: 3336.272217
	Iteration 97Q: 3 clusters Score -3550546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3550542.000000 Penalty: 3336.272217
	Iteration 98Q: 3 clusters Score -3550542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3550543.750000 Penalty: 3336.272217
	Iteration 99Q: 3 clusters Score -3550544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3550546.250000 Penalty: 3336.272217
	Iteration 100F: 3 clusters Score -3550546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3550551.750000 Penalty: 3336.272217
	Iteration 101Q: 3 clusters Score -3550552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3550552.000000 Penalty: 3336.272217
	Iteration 102Q: 3 clusters Score -3550552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3550553.500000 Penalty: 3336.272217
	Iteration 103Q: 3 clusters Score -3550554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3550549.750000 Penalty: 3336.272217
	Iteration 104Q: 3 clusters Score -3550550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3550547.000000 Penalty: 3336.272217
	Iteration 105Q: 3 clusters Score -3550547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3550546.500000 Penalty: 3336.272217
	Iteration 106Q: 3 clusters Score -3550546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3550550.000000 Penalty: 3336.272217
	Iteration 107Q: 3 clusters Score -3550550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3550556.000000 Penalty: 3336.272217
	Iteration 108Q: 3 clusters Score -3550556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3550552.750000 Penalty: 3336.272217
	Iteration 109Q: 3 clusters Score -3550553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3550554.000000 Penalty: 3336.272217
	Iteration 110Q: 3 clusters Score -3550554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3550554.000000 Penalty: 3336.272217
	Iteration 111Q: 3 clusters Score -3550554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3550558.250000 Penalty: 3336.272217
	Iteration 112Q: 3 clusters Score -3550558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3550560.000000 Penalty: 3336.272217
	Iteration 113Q: 3 clusters Score -3550560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3550565.500000 Penalty: 3336.272217
	Iteration 114Q: 3 clusters Score -3550566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3550565.750000 Penalty: 3336.272217
	Iteration 115Q: 3 clusters Score -3550566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3550570.250000 Penalty: 3336.272217
	Iteration 116Q: 3 clusters Score -3550570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3550568.750000 Penalty: 3336.272217
	Iteration 117Q: 3 clusters Score -3550569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3550573.250000 Penalty: 3336.272217
	Iteration 118Q: 3 clusters Score -3550573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3550575.250000 Penalty: 3336.272217
	Iteration 119Q: 3 clusters Score -3550575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3550576.250000 Penalty: 3336.272217
	Iteration 120F: 3 clusters Score -3550576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3550578.750000 Penalty: 3336.272217
	Iteration 121Q: 3 clusters Score -3550579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3550575.000000 Penalty: 3336.272217
	Iteration 122Q: 3 clusters Score -3550575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3550577.750000 Penalty: 3336.272217
	Iteration 123Q: 3 clusters Score -3550578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3550574.750000 Penalty: 3336.272217
	Iteration 124Q: 3 clusters Score -3550575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3550580.250000 Penalty: 3336.272217
	Iteration 125Q: 3 clusters Score -3550580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3550580.000000 Penalty: 3336.272217
	Iteration 126Q: 3 clusters Score -3550580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3550582.250000 Penalty: 3336.272217
	Iteration 127Q: 3 clusters Score -3550582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3550582.250000 Penalty: 3336.272217
	Iteration 128Q: 3 clusters Score -3550582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3550580.250000 Penalty: 3336.272217
	Iteration 129Q: 3 clusters Score -3550580 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3550580.250000 Penalty: 3336.272217
	Iteration 130F: 3 clusters Score -3550580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -327707.218750 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -327707.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -325139.875000 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -325139.9 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -325759.781250 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -325759.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -325928.500000 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -325928.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -326110.812500 Penalty: 2579.530762
	Iteration 3F: 3 clusters Score -326110.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -326265.156250 Penalty: 2579.530762
	Iteration 4F: 3 clusters Score -326265.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -326441.750000 Penalty: 2579.530762
	Iteration 5F: 3 clusters Score -326441.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -326638.812500 Penalty: 2579.530762
	Iteration 6F: 3 clusters Score -326638.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -326819.781250 Penalty: 2579.530762
	Iteration 7F: 3 clusters Score -326819.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -326983.781250 Penalty: 2579.530762
	Iteration 8F: 3 clusters Score -326983.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -327115.000000 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -327115 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -327210.218750 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -327210.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -327263.531250 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -327263.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -327293.656250 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -327293.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -327309.656250 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -327309.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -327324.312500 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -327324.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -327337.187500 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -327337.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -327345.812500 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -327345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -327348.125000 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -327348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -327349.781250 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -327349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -327351.281250 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -327351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -327352.156250 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -327352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -327352.218750 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -327352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -327352.843750 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -327352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -327354.000000 Penalty: 2579.530762
	Iteration 23Q: 3 clusters Score -327354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -327354.437500 Penalty: 2579.530762
	Iteration 24Q: 3 clusters Score -327354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -327354.437500 Penalty: 2579.530762
	Iteration 25F: 3 clusters Score -327354.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Entering Unmasked Estep 
Score: -6349835.500000 Penalty: 1758.363403
	Iteration 0F: 2 clusters Score -6349836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -6316953.500000 Penalty: 3516.726807
	Iteration 0F: 3 clusters Score -6316954 nChanged 23437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -6330193.500000 Penalty: 3516.726807
	Iteration 1F: 3 clusters Score -6330194 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -6330702.000000 Penalty: 3516.726807
	Iteration 2Q: 3 clusters Score -6330702 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -6331453.000000 Penalty: 3516.726807
	Iteration 3Q: 3 clusters Score -6331453 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -6332480.500000 Penalty: 3516.726807
	Iteration 4Q: 3 clusters Score -6332480 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -6334162.000000 Penalty: 3516.726807
	Iteration 5F: 3 clusters Score -6334162 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -6336630.000000 Penalty: 3516.726807
	Iteration 6F: 3 clusters Score -6336630 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -6339967.000000 Penalty: 3516.726807
	Iteration 7F: 3 clusters Score -6339967 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -6343269.000000 Penalty: 3516.726807
	Iteration 8F: 3 clusters Score -6343269 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -6345184.500000 Penalty: 3516.726807
	Iteration 9F: 3 clusters Score -6345184 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -6345827.500000 Penalty: 3516.726807
	Iteration 10Q: 3 clusters Score -6345828 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -6346126.000000 Penalty: 3516.726807
	Iteration 11Q: 3 clusters Score -6346126 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -6346322.000000 Penalty: 3516.726807
	Iteration 12Q: 3 clusters Score -6346322 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -6346472.000000 Penalty: 3516.726807
	Iteration 13Q: 3 clusters Score -6346472 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -6346604.000000 Penalty: 3516.726807
	Iteration 14Q: 3 clusters Score -6346604 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -6346719.000000 Penalty: 3516.726807
	Iteration 15Q: 3 clusters Score -6346719 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -6346855.000000 Penalty: 3516.726807
	Iteration 16Q: 3 clusters Score -6346855 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -6346966.500000 Penalty: 3516.726807
	Iteration 17Q: 3 clusters Score -6346966 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -6347045.500000 Penalty: 3516.726807
	Iteration 18Q: 3 clusters Score -6347046 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -6347153.500000 Penalty: 3516.726807
	Iteration 19Q: 3 clusters Score -6347154 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -6347229.500000 Penalty: 3516.726807
	Iteration 20F: 3 clusters Score -6347230 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -6347300.000000 Penalty: 3516.726807
	Iteration 21Q: 3 clusters Score -6347300 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -6347410.000000 Penalty: 3516.726807
	Iteration 22Q: 3 clusters Score -6347410 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -6347471.000000 Penalty: 3516.726807
	Iteration 23Q: 3 clusters Score -6347471 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -6347531.500000 Penalty: 3516.726807
	Iteration 24Q: 3 clusters Score -6347532 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -6347605.000000 Penalty: 3516.726807
	Iteration 25Q: 3 clusters Score -6347605 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -6347666.000000 Penalty: 3516.726807
	Iteration 26Q: 3 clusters Score -6347666 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -6347742.500000 Penalty: 3516.726807
	Iteration 27Q: 3 clusters Score -6347742 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -6347805.000000 Penalty: 3516.726807
	Iteration 28Q: 3 clusters Score -6347805 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -6347880.500000 Penalty: 3516.726807
	Iteration 29Q: 3 clusters Score -6347880 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -6347924.000000 Penalty: 3516.726807
	Iteration 30Q: 3 clusters Score -6347924 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -6347983.000000 Penalty: 3516.726807
	Iteration 31Q: 3 clusters Score -6347983 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -6348038.500000 Penalty: 3516.726807
	Iteration 32Q: 3 clusters Score -6348038 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -6348056.500000 Penalty: 3516.726807
	Iteration 33Q: 3 clusters Score -6348056 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -6348100.500000 Penalty: 3516.726807
	Iteration 34Q: 3 clusters Score -6348100 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -6348131.500000 Penalty: 3516.726807
	Iteration 35Q: 3 clusters Score -6348132 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -6348157.500000 Penalty: 3516.726807
	Iteration 36Q: 3 clusters Score -6348158 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -6348129.500000 Penalty: 3516.726807
	Iteration 37Q: 3 clusters Score -6348130 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -6348141.500000 Penalty: 3516.726807
	Iteration 38Q: 3 clusters Score -6348142 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -6348165.000000 Penalty: 3516.726807
	Iteration 39Q: 3 clusters Score -6348165 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -6348202.000000 Penalty: 3516.726807
	Iteration 40F: 3 clusters Score -6348202 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -6348252.500000 Penalty: 3516.726807
	Iteration 41Q: 3 clusters Score -6348252 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -6348293.000000 Penalty: 3516.726807
	Iteration 42Q: 3 clusters Score -6348293 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -6348318.000000 Penalty: 3516.726807
	Iteration 43Q: 3 clusters Score -6348318 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -6348337.000000 Penalty: 3516.726807
	Iteration 44Q: 3 clusters Score -6348337 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -6348383.000000 Penalty: 3516.726807
	Iteration 45Q: 3 clusters Score -6348383 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -6348415.000000 Penalty: 3516.726807
	Iteration 46Q: 3 clusters Score -6348415 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -6348429.500000 Penalty: 3516.726807
	Iteration 47Q: 3 clusters Score -6348430 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -6348460.000000 Penalty: 3516.726807
	Iteration 48Q: 3 clusters Score -6348460 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -6348485.000000 Penalty: 3516.726807
	Iteration 49Q: 3 clusters Score -6348485 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -6348499.000000 Penalty: 3516.726807
	Iteration 50Q: 3 clusters Score -6348499 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -6348518.500000 Penalty: 3516.726807
	Iteration 51Q: 3 clusters Score -6348518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -6348532.500000 Penalty: 3516.726807
	Iteration 52Q: 3 clusters Score -6348532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -6348547.500000 Penalty: 3516.726807
	Iteration 53Q: 3 clusters Score -6348548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -6348550.000000 Penalty: 3516.726807
	Iteration 54Q: 3 clusters Score -6348550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -6348566.000000 Penalty: 3516.726807
	Iteration 55Q: 3 clusters Score -6348566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -6348590.000000 Penalty: 3516.726807
	Iteration 56Q: 3 clusters Score -6348590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -6348583.500000 Penalty: 3516.726807
	Iteration 57Q: 3 clusters Score -6348584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -6348596.500000 Penalty: 3516.726807
	Iteration 58Q: 3 clusters Score -6348596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -6348584.000000 Penalty: 3516.726807
	Iteration 59Q: 3 clusters Score -6348584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -6348585.000000 Penalty: 3516.726807
	Iteration 60F: 3 clusters Score -6348585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -6348585.000000 Penalty: 3516.726807
	Iteration 61Q: 3 clusters Score -6348585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -6348580.500000 Penalty: 3516.726807
	Iteration 62Q: 3 clusters Score -6348580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -6348577.000000 Penalty: 3516.726807
	Iteration 63Q: 3 clusters Score -6348577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -6348599.500000 Penalty: 3516.726807
	Iteration 64Q: 3 clusters Score -6348600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -6348601.500000 Penalty: 3516.726807
	Iteration 65Q: 3 clusters Score -6348602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -6348607.000000 Penalty: 3516.726807
	Iteration 66Q: 3 clusters Score -6348607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -6348614.000000 Penalty: 3516.726807
	Iteration 67Q: 3 clusters Score -6348614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -6348614.500000 Penalty: 3516.726807
	Iteration 68Q: 3 clusters Score -6348614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -6348618.500000 Penalty: 3516.726807
	Iteration 69Q: 3 clusters Score -6348618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -6348612.000000 Penalty: 3516.726807
	Iteration 70Q: 3 clusters Score -6348612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -6348610.500000 Penalty: 3516.726807
	Iteration 71Q: 3 clusters Score -6348610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -6348618.000000 Penalty: 3516.726807
	Iteration 72Q: 3 clusters Score -6348618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -6348623.000000 Penalty: 3516.726807
	Iteration 73Q: 3 clusters Score -6348623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -6348624.000000 Penalty: 3516.726807
	Iteration 74Q: 3 clusters Score -6348624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -6348622.500000 Penalty: 3516.726807
	Iteration 75Q: 3 clusters Score -6348622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -6348622.000000 Penalty: 3516.726807
	Iteration 76Q: 3 clusters Score -6348622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -6348624.500000 Penalty: 3516.726807
	Iteration 77Q: 3 clusters Score -6348624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -6348625.000000 Penalty: 3516.726807
	Iteration 78Q: 3 clusters Score -6348625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -6348621.000000 Penalty: 3516.726807
	Iteration 79Q: 3 clusters Score -6348621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -6348622.500000 Penalty: 3516.726807
	Iteration 80F: 3 clusters Score -6348622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -6348620.500000 Penalty: 3516.726807
	Iteration 81Q: 3 clusters Score -6348620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -6348620.500000 Penalty: 3516.726807
	Iteration 82F: 3 clusters Score -6348620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (94122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Entering Unmasked Estep 
Score: -11781575.000000 Penalty: 1861.006348
	Iteration 0F: 2 clusters Score -1.178158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -11722068.000000 Penalty: 3722.012695
	Iteration 0F: 3 clusters Score -1.172207e+07 nChanged 45015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -11747878.000000 Penalty: 3722.012695
	Iteration 1F: 3 clusters Score -1.174788e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -11748578.000000 Penalty: 3722.012695
	Iteration 2Q: 3 clusters Score -1.174858e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -11749375.000000 Penalty: 3722.012695
	Iteration 3Q: 3 clusters Score -1.174938e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -11750376.000000 Penalty: 3722.012695
	Iteration 4Q: 3 clusters Score -1.175038e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -11751854.000000 Penalty: 3722.012695
	Iteration 5Q: 3 clusters Score -1.175185e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -11753876.000000 Penalty: 3722.012695
	Iteration 6Q: 3 clusters Score -1.175388e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -11757037.000000 Penalty: 3722.012695
	Iteration 7F: 3 clusters Score -1.175704e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -11761263.000000 Penalty: 3722.012695
	Iteration 8F: 3 clusters Score -1.176126e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -11765434.000000 Penalty: 3722.012695
	Iteration 9F: 3 clusters Score -1.176543e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -11767686.000000 Penalty: 3722.012695
	Iteration 10F: 3 clusters Score -1.176769e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -11768448.000000 Penalty: 3722.012695
	Iteration 11Q: 3 clusters Score -1.176845e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -11768719.000000 Penalty: 3722.012695
	Iteration 12Q: 3 clusters Score -1.176872e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -11769012.000000 Penalty: 3722.012695
	Iteration 13Q: 3 clusters Score -1.176901e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -11769289.000000 Penalty: 3722.012695
	Iteration 14Q: 3 clusters Score -1.176929e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -11769584.000000 Penalty: 3722.012695
	Iteration 15Q: 3 clusters Score -1.176958e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -11769842.000000 Penalty: 3722.012695
	Iteration 16Q: 3 clusters Score -1.176984e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -11770046.000000 Penalty: 3722.012695
	Iteration 17Q: 3 clusters Score -1.177005e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -11770171.000000 Penalty: 3722.012695
	Iteration 18Q: 3 clusters Score -1.177017e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -11770404.000000 Penalty: 3722.012695
	Iteration 19Q: 3 clusters Score -1.17704e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -11770679.000000 Penalty: 3722.012695
	Iteration 20F: 3 clusters Score -1.177068e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -11770886.000000 Penalty: 3722.012695
	Iteration 21Q: 3 clusters Score -1.177089e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -11771120.000000 Penalty: 3722.012695
	Iteration 22Q: 3 clusters Score -1.177112e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -11771374.000000 Penalty: 3722.012695
	Iteration 23Q: 3 clusters Score -1.177137e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -11771633.000000 Penalty: 3722.012695
	Iteration 24Q: 3 clusters Score -1.177163e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -11771715.000000 Penalty: 3722.012695
	Iteration 25Q: 3 clusters Score -1.177172e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -11771947.000000 Penalty: 3722.012695
	Iteration 26Q: 3 clusters Score -1.177195e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -11772142.000000 Penalty: 3722.012695
	Iteration 27Q: 3 clusters Score -1.177214e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -11772419.000000 Penalty: 3722.012695
	Iteration 28Q: 3 clusters Score -1.177242e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 70162 members 
Entering Unmasked Estep 
Score: -11772586.000000 Penalty: 3722.012695
	Iteration 29Q: 3 clusters Score -1.177259e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -11772881.000000 Penalty: 3722.012695
	Iteration 30Q: 3 clusters Score -1.177288e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -11773061.000000 Penalty: 3722.012695
	Iteration 31Q: 3 clusters Score -1.177306e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -11773278.000000 Penalty: 3722.012695
	Iteration 32Q: 3 clusters Score -1.177328e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -11773621.000000 Penalty: 3722.012695
	Iteration 33Q: 3 clusters Score -1.177362e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -11773900.000000 Penalty: 3722.012695
	Iteration 34Q: 3 clusters Score -1.17739e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -11774240.000000 Penalty: 3722.012695
	Iteration 35Q: 3 clusters Score -1.177424e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -11774751.000000 Penalty: 3722.012695
	Iteration 36Q: 3 clusters Score -1.177475e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -11775221.000000 Penalty: 3722.012695
	Iteration 37Q: 3 clusters Score -1.177522e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -11775857.000000 Penalty: 3722.012695
	Iteration 38Q: 3 clusters Score -1.177586e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 82886 members 
Entering Unmasked Estep 
Score: -11777236.000000 Penalty: 3722.012695
	Iteration 39Q: 3 clusters Score -1.177724e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -11778345.000000 Penalty: 3722.012695
	Iteration 40F: 3 clusters Score -1.177834e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -11779420.000000 Penalty: 3722.012695
	Iteration 41Q: 3 clusters Score -1.177942e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 87072 members 
Entering Unmasked Estep 
Score: -11780100.000000 Penalty: 3722.012695
	Iteration 42Q: 3 clusters Score -1.17801e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -11780562.000000 Penalty: 3722.012695
	Iteration 43Q: 3 clusters Score -1.178056e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -11780826.000000 Penalty: 3722.012695
	Iteration 44Q: 3 clusters Score -1.178083e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -11780862.000000 Penalty: 3722.012695
	Iteration 45Q: 3 clusters Score -1.178086e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -11780815.000000 Penalty: 3722.012695
	Iteration 46Q: 3 clusters Score -1.178082e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -11780786.000000 Penalty: 3722.012695
	Iteration 47Q: 3 clusters Score -1.178079e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -11780737.000000 Penalty: 3722.012695
	Iteration 48Q: 3 clusters Score -1.178074e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -11780719.000000 Penalty: 3722.012695
	Iteration 49Q: 3 clusters Score -1.178072e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
Score: -11780670.000000 Penalty: 3722.012695
	Iteration 50Q: 3 clusters Score -1.178067e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -11780614.000000 Penalty: 3722.012695
	Iteration 51Q: 3 clusters Score -1.178061e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -11780591.000000 Penalty: 3722.012695
	Iteration 52Q: 3 clusters Score -1.178059e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -11780585.000000 Penalty: 3722.012695
	Iteration 53Q: 3 clusters Score -1.178058e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -11780563.000000 Penalty: 3722.012695
	Iteration 54Q: 3 clusters Score -1.178056e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -11780568.000000 Penalty: 3722.012695
	Iteration 55Q: 3 clusters Score -1.178057e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 93229 members 
Entering Unmasked Estep 
Score: -11780557.000000 Penalty: 3722.012695
	Iteration 56Q: 3 clusters Score -1.178056e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -11780535.000000 Penalty: 3722.012695
	Iteration 57Q: 3 clusters Score -1.178054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 93293 members 
Entering Unmasked Estep 
Score: -11780530.000000 Penalty: 3722.012695
	Iteration 58Q: 3 clusters Score -1.178053e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 93321 members 
Entering Unmasked Estep 
Score: -11780535.000000 Penalty: 3722.012695
	Iteration 59Q: 3 clusters Score -1.178054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -11780548.000000 Penalty: 3722.012695
	Iteration 60F: 3 clusters Score -1.178055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 93360 members 
Entering Unmasked Estep 
Score: -11780535.000000 Penalty: 3722.012695
	Iteration 61Q: 3 clusters Score -1.178054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -11780511.000000 Penalty: 3722.012695
	Iteration 62Q: 3 clusters Score -1.178051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -11780511.000000 Penalty: 3722.012695
	Iteration 63Q: 3 clusters Score -1.178051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -11780511.000000 Penalty: 3722.012695
	Iteration 64Q: 3 clusters Score -1.178051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
Score: -11780513.000000 Penalty: 3722.012695
	Iteration 65Q: 3 clusters Score -1.178051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -11780494.000000 Penalty: 3722.012695
	Iteration 66Q: 3 clusters Score -1.178049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 93410 members 
Entering Unmasked Estep 
Score: -11780500.000000 Penalty: 3722.012695
	Iteration 67Q: 3 clusters Score -1.17805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 93415 members 
Entering Unmasked Estep 
Score: -11780495.000000 Penalty: 3722.012695
	Iteration 68Q: 3 clusters Score -1.17805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -11780497.000000 Penalty: 3722.012695
	Iteration 69Q: 3 clusters Score -1.17805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -11780503.000000 Penalty: 3722.012695
	Iteration 70Q: 3 clusters Score -1.17805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 93433 members 
Entering Unmasked Estep 
Score: -11780500.000000 Penalty: 3722.012695
	Iteration 71Q: 3 clusters Score -1.17805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -11780493.000000 Penalty: 3722.012695
	Iteration 72Q: 3 clusters Score -1.178049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
Score: -11780487.000000 Penalty: 3722.012695
	Iteration 73Q: 3 clusters Score -1.178049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -11780477.000000 Penalty: 3722.012695
	Iteration 74Q: 3 clusters Score -1.178048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -11780483.000000 Penalty: 3722.012695
	Iteration 75Q: 3 clusters Score -1.178048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -11780477.000000 Penalty: 3722.012695
	Iteration 76Q: 3 clusters Score -1.178048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -11780478.000000 Penalty: 3722.012695
	Iteration 77Q: 3 clusters Score -1.178048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -11780478.000000 Penalty: 3722.012695
	Iteration 78F: 3 clusters Score -1.178048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -40362.234375 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -40362.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39438.042969 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -39438.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39592.812500 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -39592.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39635.593750 Penalty: 1933.958862
	Iteration 2Q: 3 clusters Score -39635.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39658.660156 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -39658.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39669.339844 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -39669.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39674.695312 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -39674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39678.406250 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -39678.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39681.886719 Penalty: 1933.958862
	Iteration 7Q: 3 clusters Score -39681.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39699.769531 Penalty: 1933.958862
	Iteration 8Q: 3 clusters Score -39699.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39718.964844 Penalty: 1933.958862
	Iteration 9Q: 3 clusters Score -39718.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39731.921875 Penalty: 1933.958862
	Iteration 10Q: 3 clusters Score -39731.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39738.867188 Penalty: 1933.958862
	Iteration 11Q: 3 clusters Score -39738.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39750.722656 Penalty: 1933.958862
	Iteration 12Q: 3 clusters Score -39750.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39765.847656 Penalty: 1933.958862
	Iteration 13Q: 3 clusters Score -39765.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39770.042969 Penalty: 1933.958862
	Iteration 14Q: 3 clusters Score -39770.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39771.125000 Penalty: 1933.958862
	Iteration 15Q: 3 clusters Score -39771.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39771.125000 Penalty: 1933.958862
	Iteration 16F: 3 clusters Score -39771.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Entering Unmasked Estep 
Score: -1696168.375000 Penalty: 1551.229248
	Iteration 0F: 2 clusters Score -1696168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1686441.625000 Penalty: 3102.458496
	Iteration 0F: 3 clusters Score -1686442 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1689857.250000 Penalty: 3102.458496
	Iteration 1F: 3 clusters Score -1689857 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1690222.750000 Penalty: 3102.458496
	Iteration 2F: 3 clusters Score -1690223 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1690614.000000 Penalty: 3102.458496
	Iteration 3F: 3 clusters Score -1690614 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1691042.250000 Penalty: 3102.458496
	Iteration 4F: 3 clusters Score -1691042 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1691488.625000 Penalty: 3102.458496
	Iteration 5F: 3 clusters Score -1691489 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1691946.375000 Penalty: 3102.458496
	Iteration 6F: 3 clusters Score -1691946 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1692465.875000 Penalty: 3102.458496
	Iteration 7F: 3 clusters Score -1692466 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1693001.250000 Penalty: 3102.458496
	Iteration 8F: 3 clusters Score -1693001 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1693476.125000 Penalty: 3102.458496
	Iteration 9F: 3 clusters Score -1693476 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1693844.375000 Penalty: 3102.458496
	Iteration 10Q: 3 clusters Score -1693844 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1694093.625000 Penalty: 3102.458496
	Iteration 11Q: 3 clusters Score -1694094 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1694255.750000 Penalty: 3102.458496
	Iteration 12Q: 3 clusters Score -1694256 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1694378.500000 Penalty: 3102.458496
	Iteration 13Q: 3 clusters Score -1694378 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1694468.625000 Penalty: 3102.458496
	Iteration 14Q: 3 clusters Score -1694469 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1694537.500000 Penalty: 3102.458496
	Iteration 15Q: 3 clusters Score -1694538 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1694583.125000 Penalty: 3102.458496
	Iteration 16Q: 3 clusters Score -1694583 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1694626.375000 Penalty: 3102.458496
	Iteration 17Q: 3 clusters Score -1694626 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1694656.000000 Penalty: 3102.458496
	Iteration 18Q: 3 clusters Score -1694656 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1694676.875000 Penalty: 3102.458496
	Iteration 19Q: 3 clusters Score -1694677 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1694693.875000 Penalty: 3102.458496
	Iteration 20F: 3 clusters Score -1694694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1694712.375000 Penalty: 3102.458496
	Iteration 21Q: 3 clusters Score -1694712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1694724.750000 Penalty: 3102.458496
	Iteration 22Q: 3 clusters Score -1694725 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1694741.250000 Penalty: 3102.458496
	Iteration 23Q: 3 clusters Score -1694741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1694746.500000 Penalty: 3102.458496
	Iteration 24Q: 3 clusters Score -1694746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1694765.875000 Penalty: 3102.458496
	Iteration 25Q: 3 clusters Score -1694766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1694781.750000 Penalty: 3102.458496
	Iteration 26Q: 3 clusters Score -1694782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1694793.875000 Penalty: 3102.458496
	Iteration 27Q: 3 clusters Score -1694794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1694805.125000 Penalty: 3102.458496
	Iteration 28Q: 3 clusters Score -1694805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1694810.125000 Penalty: 3102.458496
	Iteration 29Q: 3 clusters Score -1694810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1694825.000000 Penalty: 3102.458496
	Iteration 30Q: 3 clusters Score -1694825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1694832.625000 Penalty: 3102.458496
	Iteration 31Q: 3 clusters Score -1694833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1694844.000000 Penalty: 3102.458496
	Iteration 32Q: 3 clusters Score -1694844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1694845.875000 Penalty: 3102.458496
	Iteration 33Q: 3 clusters Score -1694846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1694851.250000 Penalty: 3102.458496
	Iteration 34Q: 3 clusters Score -1694851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1694862.500000 Penalty: 3102.458496
	Iteration 35Q: 3 clusters Score -1694862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1694868.875000 Penalty: 3102.458496
	Iteration 36Q: 3 clusters Score -1694869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1694876.875000 Penalty: 3102.458496
	Iteration 37Q: 3 clusters Score -1694877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1694887.750000 Penalty: 3102.458496
	Iteration 38Q: 3 clusters Score -1694888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1694894.500000 Penalty: 3102.458496
	Iteration 39Q: 3 clusters Score -1694894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1694900.500000 Penalty: 3102.458496
	Iteration 40F: 3 clusters Score -1694900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1694913.000000 Penalty: 3102.458496
	Iteration 41Q: 3 clusters Score -1694913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1694916.125000 Penalty: 3102.458496
	Iteration 42Q: 3 clusters Score -1694916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1694922.875000 Penalty: 3102.458496
	Iteration 43Q: 3 clusters Score -1694923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1694927.000000 Penalty: 3102.458496
	Iteration 44Q: 3 clusters Score -1694927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1694926.000000 Penalty: 3102.458496
	Iteration 45Q: 3 clusters Score -1694926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1694925.000000 Penalty: 3102.458496
	Iteration 46Q: 3 clusters Score -1694925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1694927.625000 Penalty: 3102.458496
	Iteration 47Q: 3 clusters Score -1694928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1694927.625000 Penalty: 3102.458496
	Iteration 48Q: 3 clusters Score -1694928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1694932.750000 Penalty: 3102.458496
	Iteration 49Q: 3 clusters Score -1694933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1694941.000000 Penalty: 3102.458496
	Iteration 50Q: 3 clusters Score -1694941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1694940.000000 Penalty: 3102.458496
	Iteration 51Q: 3 clusters Score -1694940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1694943.000000 Penalty: 3102.458496
	Iteration 52Q: 3 clusters Score -1694943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1694945.250000 Penalty: 3102.458496
	Iteration 53Q: 3 clusters Score -1694945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1694949.375000 Penalty: 3102.458496
	Iteration 54Q: 3 clusters Score -1694949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1694947.000000 Penalty: 3102.458496
	Iteration 55Q: 3 clusters Score -1694947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1694949.125000 Penalty: 3102.458496
	Iteration 56Q: 3 clusters Score -1694949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1694950.625000 Penalty: 3102.458496
	Iteration 57Q: 3 clusters Score -1694951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1694952.375000 Penalty: 3102.458496
	Iteration 58Q: 3 clusters Score -1694952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1694951.125000 Penalty: 3102.458496
	Iteration 59Q: 3 clusters Score -1694951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1694961.125000 Penalty: 3102.458496
	Iteration 60F: 3 clusters Score -1694961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1694961.000000 Penalty: 3102.458496
	Iteration 61Q: 3 clusters Score -1694961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1694963.375000 Penalty: 3102.458496
	Iteration 62Q: 3 clusters Score -1694963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1694964.625000 Penalty: 3102.458496
	Iteration 63Q: 3 clusters Score -1694965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1694963.500000 Penalty: 3102.458496
	Iteration 64Q: 3 clusters Score -1694964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1694966.625000 Penalty: 3102.458496
	Iteration 65Q: 3 clusters Score -1694967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1694972.375000 Penalty: 3102.458496
	Iteration 66Q: 3 clusters Score -1694972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1694971.375000 Penalty: 3102.458496
	Iteration 67Q: 3 clusters Score -1694971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1694973.500000 Penalty: 3102.458496
	Iteration 68Q: 3 clusters Score -1694974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1694978.375000 Penalty: 3102.458496
	Iteration 69Q: 3 clusters Score -1694978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1694975.750000 Penalty: 3102.458496
	Iteration 70Q: 3 clusters Score -1694976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1694978.000000 Penalty: 3102.458496
	Iteration 71Q: 3 clusters Score -1694978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1694976.750000 Penalty: 3102.458496
	Iteration 72Q: 3 clusters Score -1694977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1694976.750000 Penalty: 3102.458496
	Iteration 73F: 3 clusters Score -1694977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Entering Unmasked Estep 
Score: -823422.875000 Penalty: 1432.521729
	Iteration 0F: 2 clusters Score -823422.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -818372.687500 Penalty: 2865.043457
	Iteration 0F: 3 clusters Score -818372.7 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -819877.125000 Penalty: 2865.043457
	Iteration 1F: 3 clusters Score -819877.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -820069.687500 Penalty: 2865.043457
	Iteration 2F: 3 clusters Score -820069.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -820221.062500 Penalty: 2865.043457
	Iteration 3F: 3 clusters Score -820221.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -820343.562500 Penalty: 2865.043457
	Iteration 4Q: 3 clusters Score -820343.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -820453.437500 Penalty: 2865.043457
	Iteration 5Q: 3 clusters Score -820453.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -820572.875000 Penalty: 2865.043457
	Iteration 6Q: 3 clusters Score -820572.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -820684.000000 Penalty: 2865.043457
	Iteration 7Q: 3 clusters Score -820684 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -820801.875000 Penalty: 2865.043457
	Iteration 8Q: 3 clusters Score -820801.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -820926.437500 Penalty: 2865.043457
	Iteration 9Q: 3 clusters Score -820926.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -821045.062500 Penalty: 2865.043457
	Iteration 10Q: 3 clusters Score -821045.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -821178.437500 Penalty: 2865.043457
	Iteration 11Q: 3 clusters Score -821178.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -821307.562500 Penalty: 2865.043457
	Iteration 12Q: 3 clusters Score -821307.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -821460.000000 Penalty: 2865.043457
	Iteration 13Q: 3 clusters Score -821460 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -821619.937500 Penalty: 2865.043457
	Iteration 14Q: 3 clusters Score -821619.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -821766.750000 Penalty: 2865.043457
	Iteration 15Q: 3 clusters Score -821766.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -821888.125000 Penalty: 2865.043457
	Iteration 16Q: 3 clusters Score -821888.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -821972.000000 Penalty: 2865.043457
	Iteration 17Q: 3 clusters Score -821972 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -822028.375000 Penalty: 2865.043457
	Iteration 18Q: 3 clusters Score -822028.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -822064.312500 Penalty: 2865.043457
	Iteration 19Q: 3 clusters Score -822064.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -822106.375000 Penalty: 2865.043457
	Iteration 20F: 3 clusters Score -822106.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -822134.312500 Penalty: 2865.043457
	Iteration 21Q: 3 clusters Score -822134.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -822158.562500 Penalty: 2865.043457
	Iteration 22Q: 3 clusters Score -822158.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -822179.187500 Penalty: 2865.043457
	Iteration 23Q: 3 clusters Score -822179.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -822184.937500 Penalty: 2865.043457
	Iteration 24Q: 3 clusters Score -822184.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -822188.187500 Penalty: 2865.043457
	Iteration 25Q: 3 clusters Score -822188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -822193.562500 Penalty: 2865.043457
	Iteration 26Q: 3 clusters Score -822193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -822196.250000 Penalty: 2865.043457
	Iteration 27Q: 3 clusters Score -822196.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -822198.312500 Penalty: 2865.043457
	Iteration 28Q: 3 clusters Score -822198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -822199.500000 Penalty: 2865.043457
	Iteration 29Q: 3 clusters Score -822199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -822200.687500 Penalty: 2865.043457
	Iteration 30Q: 3 clusters Score -822200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -822199.875000 Penalty: 2865.043457
	Iteration 31Q: 3 clusters Score -822199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -822202.625000 Penalty: 2865.043457
	Iteration 32Q: 3 clusters Score -822202.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -822203.187500 Penalty: 2865.043457
	Iteration 33Q: 3 clusters Score -822203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -822203.125000 Penalty: 2865.043457
	Iteration 34Q: 3 clusters Score -822203.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -822203.125000 Penalty: 2865.043457
	Iteration 35F: 3 clusters Score -822203.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -408462.468750 Penalty: 1319.305542
	Iteration 0F: 2 clusters Score -408462.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -405521.250000 Penalty: 2638.611084
	Iteration 0F: 3 clusters Score -405521.2 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -406229.312500 Penalty: 2638.611084
	Iteration 1F: 3 clusters Score -406229.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -406358.625000 Penalty: 2638.611084
	Iteration 2F: 3 clusters Score -406358.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -406454.093750 Penalty: 2638.611084
	Iteration 3F: 3 clusters Score -406454.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -406510.125000 Penalty: 2638.611084
	Iteration 4Q: 3 clusters Score -406510.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -406565.062500 Penalty: 2638.611084
	Iteration 5Q: 3 clusters Score -406565.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -406610.062500 Penalty: 2638.611084
	Iteration 6Q: 3 clusters Score -406610.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -406642.468750 Penalty: 2638.611084
	Iteration 7Q: 3 clusters Score -406642.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -406662.093750 Penalty: 2638.611084
	Iteration 8Q: 3 clusters Score -406662.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -406679.437500 Penalty: 2638.611084
	Iteration 9Q: 3 clusters Score -406679.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -406696.281250 Penalty: 2638.611084
	Iteration 10Q: 3 clusters Score -406696.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -406710.250000 Penalty: 2638.611084
	Iteration 11Q: 3 clusters Score -406710.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -406723.781250 Penalty: 2638.611084
	Iteration 12Q: 3 clusters Score -406723.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -406734.187500 Penalty: 2638.611084
	Iteration 13Q: 3 clusters Score -406734.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -406745.812500 Penalty: 2638.611084
	Iteration 14Q: 3 clusters Score -406745.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -406753.593750 Penalty: 2638.611084
	Iteration 15Q: 3 clusters Score -406753.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -406757.625000 Penalty: 2638.611084
	Iteration 16Q: 3 clusters Score -406757.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -406761.343750 Penalty: 2638.611084
	Iteration 17Q: 3 clusters Score -406761.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -406766.000000 Penalty: 2638.611084
	Iteration 18Q: 3 clusters Score -406766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -406770.093750 Penalty: 2638.611084
	Iteration 19Q: 3 clusters Score -406770.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -406773.562500 Penalty: 2638.611084
	Iteration 20F: 3 clusters Score -406773.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -406778.406250 Penalty: 2638.611084
	Iteration 21Q: 3 clusters Score -406778.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -406785.343750 Penalty: 2638.611084
	Iteration 22Q: 3 clusters Score -406785.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -406792.031250 Penalty: 2638.611084
	Iteration 23Q: 3 clusters Score -406792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -406797.156250 Penalty: 2638.611084
	Iteration 24Q: 3 clusters Score -406797.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -406800.343750 Penalty: 2638.611084
	Iteration 25Q: 3 clusters Score -406800.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -406805.218750 Penalty: 2638.611084
	Iteration 26Q: 3 clusters Score -406805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -406807.718750 Penalty: 2638.611084
	Iteration 27Q: 3 clusters Score -406807.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -406811.281250 Penalty: 2638.611084
	Iteration 28Q: 3 clusters Score -406811.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -406815.125000 Penalty: 2638.611084
	Iteration 29Q: 3 clusters Score -406815.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -406817.875000 Penalty: 2638.611084
	Iteration 30Q: 3 clusters Score -406817.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -406818.875000 Penalty: 2638.611084
	Iteration 31Q: 3 clusters Score -406818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -406820.031250 Penalty: 2638.611084
	Iteration 32Q: 3 clusters Score -406820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -406820.437500 Penalty: 2638.611084
	Iteration 33Q: 3 clusters Score -406820.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -406821.000000 Penalty: 2638.611084
	Iteration 34Q: 3 clusters Score -406821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -406821.312500 Penalty: 2638.611084
	Iteration 35Q: 3 clusters Score -406821.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -406822.843750 Penalty: 2638.611084
	Iteration 36Q: 3 clusters Score -406822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -406822.843750 Penalty: 2638.611084
	Iteration 37Q: 3 clusters Score -406822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -406825.187500 Penalty: 2638.611084
	Iteration 38Q: 3 clusters Score -406825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -406825.687500 Penalty: 2638.611084
	Iteration 39Q: 3 clusters Score -406825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -406826.843750 Penalty: 2638.611084
	Iteration 40F: 3 clusters Score -406826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -406828.656250 Penalty: 2638.611084
	Iteration 41Q: 3 clusters Score -406828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -406830.750000 Penalty: 2638.611084
	Iteration 42Q: 3 clusters Score -406830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -406832.000000 Penalty: 2638.611084
	Iteration 43Q: 3 clusters Score -406832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -406833.250000 Penalty: 2638.611084
	Iteration 44Q: 3 clusters Score -406833.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -406833.968750 Penalty: 2638.611084
	Iteration 45Q: 3 clusters Score -406834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -406835.281250 Penalty: 2638.611084
	Iteration 46Q: 3 clusters Score -406835.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -406835.875000 Penalty: 2638.611084
	Iteration 47Q: 3 clusters Score -406835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -406836.125000 Penalty: 2638.611084
	Iteration 48Q: 3 clusters Score -406836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -406836.437500 Penalty: 2638.611084
	Iteration 49Q: 3 clusters Score -406836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -406836.437500 Penalty: 2638.611084
	Iteration 50F: 3 clusters Score -406836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (105848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Entering Unmasked Estep 
Score: -13137327.000000 Penalty: 1880.085938
	Iteration 0F: 2 clusters Score -1.313733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -13071809.000000 Penalty: 3760.171875
	Iteration 0F: 3 clusters Score -1.307181e+07 nChanged 50609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -13101412.000000 Penalty: 3760.171875
	Iteration 1F: 3 clusters Score -1.310141e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -13102663.000000 Penalty: 3760.171875
	Iteration 2Q: 3 clusters Score -1.310266e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -13104550.000000 Penalty: 3760.171875
	Iteration 3Q: 3 clusters Score -1.310455e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -13107526.000000 Penalty: 3760.171875
	Iteration 4Q: 3 clusters Score -1.310753e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -13112052.000000 Penalty: 3760.171875
	Iteration 5F: 3 clusters Score -1.311205e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -13118472.000000 Penalty: 3760.171875
	Iteration 6F: 3 clusters Score -1.311847e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -13125816.000000 Penalty: 3760.171875
	Iteration 7F: 3 clusters Score -1.312582e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -13130702.000000 Penalty: 3760.171875
	Iteration 8F: 3 clusters Score -1.31307e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -13133015.000000 Penalty: 3760.171875
	Iteration 9Q: 3 clusters Score -1.313302e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -13134354.000000 Penalty: 3760.171875
	Iteration 10Q: 3 clusters Score -1.313435e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -13135411.000000 Penalty: 3760.171875
	Iteration 11Q: 3 clusters Score -1.313541e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67870 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -13136170.000000 Penalty: 3760.171875
	Iteration 12Q: 3 clusters Score -1.313617e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -13136830.000000 Penalty: 3760.171875
	Iteration 13Q: 3 clusters Score -1.313683e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -13137282.000000 Penalty: 3760.171875
	Iteration 14Q: 3 clusters Score -1.313728e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -13137545.000000 Penalty: 3760.171875
	Iteration 15Q: 3 clusters Score -1.313754e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -13137756.000000 Penalty: 3760.171875
	Iteration 16Q: 3 clusters Score -1.313776e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -13137926.000000 Penalty: 3760.171875
	Iteration 17Q: 3 clusters Score -1.313793e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -13138039.000000 Penalty: 3760.171875
	Iteration 18Q: 3 clusters Score -1.313804e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -13138077.000000 Penalty: 3760.171875
	Iteration 19Q: 3 clusters Score -1.313808e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -13138185.000000 Penalty: 3760.171875
	Iteration 20F: 3 clusters Score -1.313818e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -13138191.000000 Penalty: 3760.171875
	Iteration 21Q: 3 clusters Score -1.313819e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -13138222.000000 Penalty: 3760.171875
	Iteration 22Q: 3 clusters Score -1.313822e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -13138212.000000 Penalty: 3760.171875
	Iteration 23Q: 3 clusters Score -1.313821e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -13138247.000000 Penalty: 3760.171875
	Iteration 24Q: 3 clusters Score -1.313825e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -13138289.000000 Penalty: 3760.171875
	Iteration 25Q: 3 clusters Score -1.313829e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -13138320.000000 Penalty: 3760.171875
	Iteration 26Q: 3 clusters Score -1.313832e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -13138315.000000 Penalty: 3760.171875
	Iteration 27Q: 3 clusters Score -1.313832e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -13138321.000000 Penalty: 3760.171875
	Iteration 28Q: 3 clusters Score -1.313832e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -13138333.000000 Penalty: 3760.171875
	Iteration 29Q: 3 clusters Score -1.313833e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -13138398.000000 Penalty: 3760.171875
	Iteration 30Q: 3 clusters Score -1.31384e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -13138404.000000 Penalty: 3760.171875
	Iteration 31Q: 3 clusters Score -1.31384e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -13138418.000000 Penalty: 3760.171875
	Iteration 32Q: 3 clusters Score -1.313842e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -13138460.000000 Penalty: 3760.171875
	Iteration 33Q: 3 clusters Score -1.313846e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -13138477.000000 Penalty: 3760.171875
	Iteration 34Q: 3 clusters Score -1.313848e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -13138504.000000 Penalty: 3760.171875
	Iteration 35Q: 3 clusters Score -1.31385e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -13138547.000000 Penalty: 3760.171875
	Iteration 36Q: 3 clusters Score -1.313855e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -13138595.000000 Penalty: 3760.171875
	Iteration 37Q: 3 clusters Score -1.31386e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -13138612.000000 Penalty: 3760.171875
	Iteration 38Q: 3 clusters Score -1.313861e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -13138613.000000 Penalty: 3760.171875
	Iteration 39Q: 3 clusters Score -1.313861e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -13138564.000000 Penalty: 3760.171875
	Iteration 40F: 3 clusters Score -1.313856e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -13138563.000000 Penalty: 3760.171875
	Iteration 41Q: 3 clusters Score -1.313856e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -13138589.000000 Penalty: 3760.171875
	Iteration 42Q: 3 clusters Score -1.313859e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -13138566.000000 Penalty: 3760.171875
	Iteration 43Q: 3 clusters Score -1.313857e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -13138605.000000 Penalty: 3760.171875
	Iteration 44Q: 3 clusters Score -1.31386e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -13138653.000000 Penalty: 3760.171875
	Iteration 45Q: 3 clusters Score -1.313865e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -13138644.000000 Penalty: 3760.171875
	Iteration 46Q: 3 clusters Score -1.313864e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -13138630.000000 Penalty: 3760.171875
	Iteration 47Q: 3 clusters Score -1.313863e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -13138657.000000 Penalty: 3760.171875
	Iteration 48Q: 3 clusters Score -1.313866e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -13138698.000000 Penalty: 3760.171875
	Iteration 49Q: 3 clusters Score -1.31387e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -13138673.000000 Penalty: 3760.171875
	Iteration 50Q: 3 clusters Score -1.313867e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -13138676.000000 Penalty: 3760.171875
	Iteration 51Q: 3 clusters Score -1.313868e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -13138664.000000 Penalty: 3760.171875
	Iteration 52Q: 3 clusters Score -1.313866e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -13138649.000000 Penalty: 3760.171875
	Iteration 53Q: 3 clusters Score -1.313865e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -13138656.000000 Penalty: 3760.171875
	Iteration 54Q: 3 clusters Score -1.313866e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -13138632.000000 Penalty: 3760.171875
	Iteration 55Q: 3 clusters Score -1.313863e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -13138571.000000 Penalty: 3760.171875
	Iteration 56Q: 3 clusters Score -1.313857e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -13138522.000000 Penalty: 3760.171875
	Iteration 57Q: 3 clusters Score -1.313852e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -13138430.000000 Penalty: 3760.171875
	Iteration 58Q: 3 clusters Score -1.313843e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83875 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -13138379.000000 Penalty: 3760.171875
	Iteration 59Q: 3 clusters Score -1.313838e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -13138431.000000 Penalty: 3760.171875
	Iteration 60F: 3 clusters Score -1.313843e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -13138434.000000 Penalty: 3760.171875
	Iteration 61Q: 3 clusters Score -1.313843e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85996 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -13138466.000000 Penalty: 3760.171875
	Iteration 62Q: 3 clusters Score -1.313847e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -13138400.000000 Penalty: 3760.171875
	Iteration 63Q: 3 clusters Score -1.31384e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -13138419.000000 Penalty: 3760.171875
	Iteration 64Q: 3 clusters Score -1.313842e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -13138414.000000 Penalty: 3760.171875
	Iteration 65Q: 3 clusters Score -1.313841e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89156 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -13138411.000000 Penalty: 3760.171875
	Iteration 66Q: 3 clusters Score -1.313841e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -13138388.000000 Penalty: 3760.171875
	Iteration 67Q: 3 clusters Score -1.313839e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -13138367.000000 Penalty: 3760.171875
	Iteration 68Q: 3 clusters Score -1.313837e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -13138369.000000 Penalty: 3760.171875
	Iteration 69Q: 3 clusters Score -1.313837e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -13138293.000000 Penalty: 3760.171875
	Iteration 70Q: 3 clusters Score -1.313829e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93151 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -13138228.000000 Penalty: 3760.171875
	Iteration 71Q: 3 clusters Score -1.313823e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -13138121.000000 Penalty: 3760.171875
	Iteration 72Q: 3 clusters Score -1.313812e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -13138051.000000 Penalty: 3760.171875
	Iteration 73Q: 3 clusters Score -1.313805e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95428 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -13137981.000000 Penalty: 3760.171875
	Iteration 74Q: 3 clusters Score -1.313798e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -13137970.000000 Penalty: 3760.171875
	Iteration 75Q: 3 clusters Score -1.313797e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96876 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -13137895.000000 Penalty: 3760.171875
	Iteration 76Q: 3 clusters Score -1.31379e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -13137679.000000 Penalty: 3760.171875
	Iteration 77Q: 3 clusters Score -1.313768e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98250 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -13137641.000000 Penalty: 3760.171875
	Iteration 78Q: 3 clusters Score -1.313764e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -13137553.000000 Penalty: 3760.171875
	Iteration 79Q: 3 clusters Score -1.313755e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -13137467.000000 Penalty: 3760.171875
	Iteration 80F: 3 clusters Score -1.313747e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100107 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -13137321.000000 Penalty: 3760.171875
	Iteration 81Q: 3 clusters Score -1.313732e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100579 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -13137172.000000 Penalty: 3760.171875
	Iteration 82Q: 3 clusters Score -1.313717e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -13137101.000000 Penalty: 3760.171875
	Iteration 83Q: 3 clusters Score -1.31371e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101354 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -13137013.000000 Penalty: 3760.171875
	Iteration 84Q: 3 clusters Score -1.313701e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -13136924.000000 Penalty: 3760.171875
	Iteration 85Q: 3 clusters Score -1.313692e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101953 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -13136911.000000 Penalty: 3760.171875
	Iteration 86Q: 3 clusters Score -1.313691e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102195 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -13136910.000000 Penalty: 3760.171875
	Iteration 87Q: 3 clusters Score -1.313691e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -13136858.000000 Penalty: 3760.171875
	Iteration 88Q: 3 clusters Score -1.313686e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -13136795.000000 Penalty: 3760.171875
	Iteration 89Q: 3 clusters Score -1.31368e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -13136783.000000 Penalty: 3760.171875
	Iteration 90Q: 3 clusters Score -1.313678e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -13136812.000000 Penalty: 3760.171875
	Iteration 91Q: 3 clusters Score -1.313681e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -13136801.000000 Penalty: 3760.171875
	Iteration 92Q: 3 clusters Score -1.31368e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -13136791.000000 Penalty: 3760.171875
	Iteration 93Q: 3 clusters Score -1.313679e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -13136773.000000 Penalty: 3760.171875
	Iteration 94Q: 3 clusters Score -1.313677e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103383 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -13136773.000000 Penalty: 3760.171875
	Iteration 95Q: 3 clusters Score -1.313677e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -13136761.000000 Penalty: 3760.171875
	Iteration 96Q: 3 clusters Score -1.313676e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -13136781.000000 Penalty: 3760.171875
	Iteration 97Q: 3 clusters Score -1.313678e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103600 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -13136805.000000 Penalty: 3760.171875
	Iteration 98Q: 3 clusters Score -1.31368e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -13136792.000000 Penalty: 3760.171875
	Iteration 99Q: 3 clusters Score -1.313679e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103718 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -13136788.000000 Penalty: 3760.171875
	Iteration 100F: 3 clusters Score -1.313679e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103777 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -13136751.000000 Penalty: 3760.171875
	Iteration 101Q: 3 clusters Score -1.313675e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -13136759.000000 Penalty: 3760.171875
	Iteration 102Q: 3 clusters Score -1.313676e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103889 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -13136776.000000 Penalty: 3760.171875
	Iteration 103Q: 3 clusters Score -1.313678e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103946 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -13136787.000000 Penalty: 3760.171875
	Iteration 104Q: 3 clusters Score -1.313679e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -13136796.000000 Penalty: 3760.171875
	Iteration 105Q: 3 clusters Score -1.31368e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104036 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -13136790.000000 Penalty: 3760.171875
	Iteration 106Q: 3 clusters Score -1.313679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -13136796.000000 Penalty: 3760.171875
	Iteration 107Q: 3 clusters Score -1.31368e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104093 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -13136786.000000 Penalty: 3760.171875
	Iteration 108Q: 3 clusters Score -1.313679e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -13136789.000000 Penalty: 3760.171875
	Iteration 109Q: 3 clusters Score -1.313679e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -13136776.000000 Penalty: 3760.171875
	Iteration 110Q: 3 clusters Score -1.313678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104168 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -13136773.000000 Penalty: 3760.171875
	Iteration 111Q: 3 clusters Score -1.313677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104195 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -13136772.000000 Penalty: 3760.171875
	Iteration 112Q: 3 clusters Score -1.313677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -13136763.000000 Penalty: 3760.171875
	Iteration 113Q: 3 clusters Score -1.313676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -13136764.000000 Penalty: 3760.171875
	Iteration 114Q: 3 clusters Score -1.313676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104249 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -13136751.000000 Penalty: 3760.171875
	Iteration 115Q: 3 clusters Score -1.313675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104261 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13136753.000000 Penalty: 3760.171875
	Iteration 116Q: 3 clusters Score -1.313675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -13136738.000000 Penalty: 3760.171875
	Iteration 117Q: 3 clusters Score -1.313674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -13136740.000000 Penalty: 3760.171875
	Iteration 118Q: 3 clusters Score -1.313674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -13136740.000000 Penalty: 3760.171875
	Iteration 119Q: 3 clusters Score -1.313674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -13136746.000000 Penalty: 3760.171875
	Iteration 120F: 3 clusters Score -1.313675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -13136744.000000 Penalty: 3760.171875
	Iteration 121Q: 3 clusters Score -1.313674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -13136734.000000 Penalty: 3760.171875
	Iteration 122Q: 3 clusters Score -1.313673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104306 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13136734.000000 Penalty: 3760.171875
	Iteration 123Q: 3 clusters Score -1.313673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104314 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13136728.000000 Penalty: 3760.171875
	Iteration 124Q: 3 clusters Score -1.313673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104324 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13136733.000000 Penalty: 3760.171875
	Iteration 125Q: 3 clusters Score -1.313673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104328 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13136744.000000 Penalty: 3760.171875
	Iteration 126Q: 3 clusters Score -1.313674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104331 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -13136751.000000 Penalty: 3760.171875
	Iteration 127Q: 3 clusters Score -1.313675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13136739.000000 Penalty: 3760.171875
	Iteration 128Q: 3 clusters Score -1.313674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104343 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13136743.000000 Penalty: 3760.171875
	Iteration 129Q: 3 clusters Score -1.313674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104348 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -13136735.000000 Penalty: 3760.171875
	Iteration 130Q: 3 clusters Score -1.313674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -13136743.000000 Penalty: 3760.171875
	Iteration 131Q: 3 clusters Score -1.313674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104364 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -13136731.000000 Penalty: 3760.171875
	Iteration 132Q: 3 clusters Score -1.313673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104369 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -13136727.000000 Penalty: 3760.171875
	Iteration 133Q: 3 clusters Score -1.313673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -13136724.000000 Penalty: 3760.171875
	Iteration 134Q: 3 clusters Score -1.313672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -13136724.000000 Penalty: 3760.171875
	Iteration 135Q: 3 clusters Score -1.313672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -13136733.000000 Penalty: 3760.171875
	Iteration 136Q: 3 clusters Score -1.313673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104376 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -13136742.000000 Penalty: 3760.171875
	Iteration 137Q: 3 clusters Score -1.313674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104380 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -13136748.000000 Penalty: 3760.171875
	Iteration 138Q: 3 clusters Score -1.313675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104381 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13136742.000000 Penalty: 3760.171875
	Iteration 139Q: 3 clusters Score -1.313674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104381 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13136742.000000 Penalty: 3760.171875
	Iteration 140F: 3 clusters Score -1.313674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48049.394531 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -48049.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47100.238281 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -47100.24 nChanged 138
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: -47484.750000 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -47484.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47758.507812 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -47758.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47919.117188 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -47919.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47954.207031 Penalty: 2017.791748
	Iteration 4Q: 3 clusters Score -47954.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47962.300781 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -47962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47966.257812 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -47966.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47966.257812 Penalty: 2017.791748
	Iteration 7F: 3 clusters Score -47966.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Entering Unmasked Estep 
Score: -642587.187500 Penalty: 1394.643188
	Iteration 0F: 2 clusters Score -642587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -638434.312500 Penalty: 2789.286377
	Iteration 0F: 3 clusters Score -638434.3 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -639604.125000 Penalty: 2789.286377
	Iteration 1F: 3 clusters Score -639604.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -639796.375000 Penalty: 2789.286377
	Iteration 2F: 3 clusters Score -639796.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -639931.750000 Penalty: 2789.286377
	Iteration 3Q: 3 clusters Score -639931.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -640026.750000 Penalty: 2789.286377
	Iteration 4Q: 3 clusters Score -640026.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -640088.812500 Penalty: 2789.286377
	Iteration 5Q: 3 clusters Score -640088.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -640137.562500 Penalty: 2789.286377
	Iteration 6Q: 3 clusters Score -640137.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -640187.750000 Penalty: 2789.286377
	Iteration 7Q: 3 clusters Score -640187.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -640239.062500 Penalty: 2789.286377
	Iteration 8Q: 3 clusters Score -640239.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -640288.812500 Penalty: 2789.286377
	Iteration 9Q: 3 clusters Score -640288.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -640339.125000 Penalty: 2789.286377
	Iteration 10Q: 3 clusters Score -640339.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -640370.562500 Penalty: 2789.286377
	Iteration 11Q: 3 clusters Score -640370.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -640414.750000 Penalty: 2789.286377
	Iteration 12Q: 3 clusters Score -640414.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -640471.937500 Penalty: 2789.286377
	Iteration 13Q: 3 clusters Score -640471.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -640543.062500 Penalty: 2789.286377
	Iteration 14Q: 3 clusters Score -640543.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -640628.312500 Penalty: 2789.286377
	Iteration 15Q: 3 clusters Score -640628.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -640727.812500 Penalty: 2789.286377
	Iteration 16Q: 3 clusters Score -640727.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -640852.312500 Penalty: 2789.286377
	Iteration 17Q: 3 clusters Score -640852.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -641000.562500 Penalty: 2789.286377
	Iteration 18Q: 3 clusters Score -641000.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -641114.000000 Penalty: 2789.286377
	Iteration 19Q: 3 clusters Score -641114 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -641179.062500 Penalty: 2789.286377
	Iteration 20F: 3 clusters Score -641179.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -641214.250000 Penalty: 2789.286377
	Iteration 21Q: 3 clusters Score -641214.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -641241.125000 Penalty: 2789.286377
	Iteration 22Q: 3 clusters Score -641241.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -641258.687500 Penalty: 2789.286377
	Iteration 23Q: 3 clusters Score -641258.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -641274.062500 Penalty: 2789.286377
	Iteration 24Q: 3 clusters Score -641274.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -641285.250000 Penalty: 2789.286377
	Iteration 25Q: 3 clusters Score -641285.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -641293.625000 Penalty: 2789.286377
	Iteration 26Q: 3 clusters Score -641293.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -641303.687500 Penalty: 2789.286377
	Iteration 27Q: 3 clusters Score -641303.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -641316.250000 Penalty: 2789.286377
	Iteration 28Q: 3 clusters Score -641316.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -641331.437500 Penalty: 2789.286377
	Iteration 29Q: 3 clusters Score -641331.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -641344.625000 Penalty: 2789.286377
	Iteration 30Q: 3 clusters Score -641344.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -641356.562500 Penalty: 2789.286377
	Iteration 31Q: 3 clusters Score -641356.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -641369.750000 Penalty: 2789.286377
	Iteration 32Q: 3 clusters Score -641369.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -641378.187500 Penalty: 2789.286377
	Iteration 33Q: 3 clusters Score -641378.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -641385.312500 Penalty: 2789.286377
	Iteration 34Q: 3 clusters Score -641385.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -641397.125000 Penalty: 2789.286377
	Iteration 35Q: 3 clusters Score -641397.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -641405.750000 Penalty: 2789.286377
	Iteration 36Q: 3 clusters Score -641405.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -641415.062500 Penalty: 2789.286377
	Iteration 37Q: 3 clusters Score -641415.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -641424.625000 Penalty: 2789.286377
	Iteration 38Q: 3 clusters Score -641424.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -641433.812500 Penalty: 2789.286377
	Iteration 39Q: 3 clusters Score -641433.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -641442.500000 Penalty: 2789.286377
	Iteration 40F: 3 clusters Score -641442.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -641450.687500 Penalty: 2789.286377
	Iteration 41Q: 3 clusters Score -641450.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -641461.750000 Penalty: 2789.286377
	Iteration 42Q: 3 clusters Score -641461.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -641468.000000 Penalty: 2789.286377
	Iteration 43Q: 3 clusters Score -641468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -641475.625000 Penalty: 2789.286377
	Iteration 44Q: 3 clusters Score -641475.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -641478.875000 Penalty: 2789.286377
	Iteration 45Q: 3 clusters Score -641478.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -641482.750000 Penalty: 2789.286377
	Iteration 46Q: 3 clusters Score -641482.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -641487.562500 Penalty: 2789.286377
	Iteration 47Q: 3 clusters Score -641487.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -641496.625000 Penalty: 2789.286377
	Iteration 48Q: 3 clusters Score -641496.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -641504.687500 Penalty: 2789.286377
	Iteration 49Q: 3 clusters Score -641504.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -641510.500000 Penalty: 2789.286377
	Iteration 50Q: 3 clusters Score -641510.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -641514.000000 Penalty: 2789.286377
	Iteration 51Q: 3 clusters Score -641514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -641518.562500 Penalty: 2789.286377
	Iteration 52Q: 3 clusters Score -641518.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -641521.437500 Penalty: 2789.286377
	Iteration 53Q: 3 clusters Score -641521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -641522.375000 Penalty: 2789.286377
	Iteration 54Q: 3 clusters Score -641522.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -641523.187500 Penalty: 2789.286377
	Iteration 55Q: 3 clusters Score -641523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -641525.062500 Penalty: 2789.286377
	Iteration 56Q: 3 clusters Score -641525.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -641529.500000 Penalty: 2789.286377
	Iteration 57Q: 3 clusters Score -641529.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -641529.937500 Penalty: 2789.286377
	Iteration 58Q: 3 clusters Score -641529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -641534.250000 Penalty: 2789.286377
	Iteration 59Q: 3 clusters Score -641534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -641534.625000 Penalty: 2789.286377
	Iteration 60F: 3 clusters Score -641534.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -641536.875000 Penalty: 2789.286377
	Iteration 61Q: 3 clusters Score -641536.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -641538.625000 Penalty: 2789.286377
	Iteration 62Q: 3 clusters Score -641538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -641542.062500 Penalty: 2789.286377
	Iteration 63Q: 3 clusters Score -641542.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -641545.125000 Penalty: 2789.286377
	Iteration 64Q: 3 clusters Score -641545.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -641546.875000 Penalty: 2789.286377
	Iteration 65Q: 3 clusters Score -641546.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -641549.750000 Penalty: 2789.286377
	Iteration 66Q: 3 clusters Score -641549.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -641551.500000 Penalty: 2789.286377
	Iteration 67Q: 3 clusters Score -641551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -641553.687500 Penalty: 2789.286377
	Iteration 68Q: 3 clusters Score -641553.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -641561.187500 Penalty: 2789.286377
	Iteration 69Q: 3 clusters Score -641561.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -641567.187500 Penalty: 2789.286377
	Iteration 70Q: 3 clusters Score -641567.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -641573.062500 Penalty: 2789.286377
	Iteration 71Q: 3 clusters Score -641573.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -641577.812500 Penalty: 2789.286377
	Iteration 72Q: 3 clusters Score -641577.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -641581.750000 Penalty: 2789.286377
	Iteration 73Q: 3 clusters Score -641581.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -641586.375000 Penalty: 2789.286377
	Iteration 74Q: 3 clusters Score -641586.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -641593.875000 Penalty: 2789.286377
	Iteration 75Q: 3 clusters Score -641593.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -641596.687500 Penalty: 2789.286377
	Iteration 76Q: 3 clusters Score -641596.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -641600.875000 Penalty: 2789.286377
	Iteration 77Q: 3 clusters Score -641600.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -641601.125000 Penalty: 2789.286377
	Iteration 78Q: 3 clusters Score -641601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -641602.125000 Penalty: 2789.286377
	Iteration 79Q: 3 clusters Score -641602.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -641604.062500 Penalty: 2789.286377
	Iteration 80F: 3 clusters Score -641604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -641605.500000 Penalty: 2789.286377
	Iteration 81Q: 3 clusters Score -641605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -641604.875000 Penalty: 2789.286377
	Iteration 82Q: 3 clusters Score -641604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -641604.812500 Penalty: 2789.286377
	Iteration 83Q: 3 clusters Score -641604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -641606.250000 Penalty: 2789.286377
	Iteration 84Q: 3 clusters Score -641606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -641608.125000 Penalty: 2789.286377
	Iteration 85Q: 3 clusters Score -641608.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -641608.562500 Penalty: 2789.286377
	Iteration 86Q: 3 clusters Score -641608.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -641611.500000 Penalty: 2789.286377
	Iteration 87Q: 3 clusters Score -641611.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -641613.062500 Penalty: 2789.286377
	Iteration 88Q: 3 clusters Score -641613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -641613.687500 Penalty: 2789.286377
	Iteration 89Q: 3 clusters Score -641613.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -641617.437500 Penalty: 2789.286377
	Iteration 90Q: 3 clusters Score -641617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -641619.250000 Penalty: 2789.286377
	Iteration 91Q: 3 clusters Score -641619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -641620.500000 Penalty: 2789.286377
	Iteration 92Q: 3 clusters Score -641620.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -641621.250000 Penalty: 2789.286377
	Iteration 93Q: 3 clusters Score -641621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -641621.750000 Penalty: 2789.286377
	Iteration 94Q: 3 clusters Score -641621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -641621.937500 Penalty: 2789.286377
	Iteration 95Q: 3 clusters Score -641621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -641621.937500 Penalty: 2789.286377
	Iteration 96F: 3 clusters Score -641621.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30365.167969 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30365.17 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 198 members 
Entering Unmasked Estep 
Score: -29552.953125 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29552.95 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29829.609375 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -29829.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29962.933594 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -29962.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30093.408203 Penalty: 1925.383179
	Iteration 3F: 3 clusters Score -30093.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30220.173828 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -30220.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30318.423828 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30318.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30416.521484 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -30416.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30646.574219 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -30646.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30726.236328 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -30726.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30729.087891 Penalty: 1925.383179
	Iteration 9Q: 3 clusters Score -30729.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30729.087891 Penalty: 1925.383179
	Iteration 10F: 3 clusters Score -30729.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 93668 members 
Mstep: Class 3 contains 89676 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28723 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 50046 members 
Mstep: Class 8 contains 94122 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13989 members 
Mstep: Class 11 contains 6738 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 105848 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 9799 members 
Mstep: Class 20 contains 92727 members 
Mstep: Class 21 contains 16086 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51104 members 
Mstep: Class 25 contains 16448 members 
Mstep: Class 26 contains 89804 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7813 members 
Mstep: Class 30 contains 2005 members 
Mstep: Class 31 contains 6105 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 167 members 
Entering Unmasked Estep 
Score: -102223416.000000 Penalty: 75375.343750
Splitting cluster 16 changes total score from -102224320.000000 to -102223416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Entering Unmasked Estep 
Score: -415700.750000 Penalty: 1330.571655
	Iteration 0F: 2 clusters Score -415700.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -412620.093750 Penalty: 2661.143311
	Iteration 0F: 3 clusters Score -412620.1 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -413506.281250 Penalty: 2661.143311
	Iteration 1F: 3 clusters Score -413506.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -413736.625000 Penalty: 2661.143311
	Iteration 2F: 3 clusters Score -413736.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -413903.312500 Penalty: 2661.143311
	Iteration 3F: 3 clusters Score -413903.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -414026.593750 Penalty: 2661.143311
	Iteration 4F: 3 clusters Score -414026.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -414121.343750 Penalty: 2661.143311
	Iteration 5Q: 3 clusters Score -414121.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -414225.750000 Penalty: 2661.143311
	Iteration 6Q: 3 clusters Score -414225.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -414312.187500 Penalty: 2661.143311
	Iteration 7Q: 3 clusters Score -414312.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -414387.656250 Penalty: 2661.143311
	Iteration 8Q: 3 clusters Score -414387.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -414463.062500 Penalty: 2661.143311
	Iteration 9Q: 3 clusters Score -414463.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -414550.781250 Penalty: 2661.143311
	Iteration 10Q: 3 clusters Score -414550.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -414622.656250 Penalty: 2661.143311
	Iteration 11Q: 3 clusters Score -414622.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -414680.062500 Penalty: 2661.143311
	Iteration 12Q: 3 clusters Score -414680.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -414738.375000 Penalty: 2661.143311
	Iteration 13Q: 3 clusters Score -414738.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -414780.718750 Penalty: 2661.143311
	Iteration 14Q: 3 clusters Score -414780.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -414818.625000 Penalty: 2661.143311
	Iteration 15Q: 3 clusters Score -414818.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -414851.718750 Penalty: 2661.143311
	Iteration 16Q: 3 clusters Score -414851.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -414878.468750 Penalty: 2661.143311
	Iteration 17Q: 3 clusters Score -414878.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -414902.593750 Penalty: 2661.143311
	Iteration 18Q: 3 clusters Score -414902.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -414920.250000 Penalty: 2661.143311
	Iteration 19Q: 3 clusters Score -414920.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -414936.718750 Penalty: 2661.143311
	Iteration 20F: 3 clusters Score -414936.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -414953.593750 Penalty: 2661.143311
	Iteration 21Q: 3 clusters Score -414953.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -414962.500000 Penalty: 2661.143311
	Iteration 22Q: 3 clusters Score -414962.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -414967.437500 Penalty: 2661.143311
	Iteration 23Q: 3 clusters Score -414967.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -414972.125000 Penalty: 2661.143311
	Iteration 24Q: 3 clusters Score -414972.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -414976.812500 Penalty: 2661.143311
	Iteration 25Q: 3 clusters Score -414976.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -414983.937500 Penalty: 2661.143311
	Iteration 26Q: 3 clusters Score -414983.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -414990.500000 Penalty: 2661.143311
	Iteration 27Q: 3 clusters Score -414990.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -414992.437500 Penalty: 2661.143311
	Iteration 28Q: 3 clusters Score -414992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -414995.062500 Penalty: 2661.143311
	Iteration 29Q: 3 clusters Score -414995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -414997.906250 Penalty: 2661.143311
	Iteration 30Q: 3 clusters Score -414997.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -414998.625000 Penalty: 2661.143311
	Iteration 31Q: 3 clusters Score -414998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -414997.781250 Penalty: 2661.143311
	Iteration 32Q: 3 clusters Score -414997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -414999.000000 Penalty: 2661.143311
	Iteration 33Q: 3 clusters Score -414999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -415000.718750 Penalty: 2661.143311
	Iteration 34Q: 3 clusters Score -415000.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -415000.718750 Penalty: 2661.143311
	Iteration 35Q: 3 clusters Score -415000.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -415002.125000 Penalty: 2661.143311
	Iteration 36Q: 3 clusters Score -415002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -415001.468750 Penalty: 2661.143311
	Iteration 37Q: 3 clusters Score -415001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -415001.468750 Penalty: 2661.143311
	Iteration 38F: 3 clusters Score -415001.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -392406.812500 Penalty: 1319.740479
	Iteration 0F: 2 clusters Score -392406.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -389456.312500 Penalty: 2639.480957
	Iteration 0F: 3 clusters Score -389456.3 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -390229.250000 Penalty: 2639.480957
	Iteration 1F: 3 clusters Score -390229.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -390411.937500 Penalty: 2639.480957
	Iteration 2F: 3 clusters Score -390411.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -390545.593750 Penalty: 2639.480957
	Iteration 3F: 3 clusters Score -390545.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -390637.750000 Penalty: 2639.480957
	Iteration 4Q: 3 clusters Score -390637.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -390746.000000 Penalty: 2639.480957
	Iteration 5Q: 3 clusters Score -390746 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -390857.062500 Penalty: 2639.480957
	Iteration 6Q: 3 clusters Score -390857.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -390970.218750 Penalty: 2639.480957
	Iteration 7Q: 3 clusters Score -390970.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -391086.406250 Penalty: 2639.480957
	Iteration 8Q: 3 clusters Score -391086.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -391197.593750 Penalty: 2639.480957
	Iteration 9Q: 3 clusters Score -391197.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -391295.531250 Penalty: 2639.480957
	Iteration 10Q: 3 clusters Score -391295.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -391372.906250 Penalty: 2639.480957
	Iteration 11Q: 3 clusters Score -391372.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -391423.437500 Penalty: 2639.480957
	Iteration 12Q: 3 clusters Score -391423.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -391450.125000 Penalty: 2639.480957
	Iteration 13Q: 3 clusters Score -391450.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -391468.218750 Penalty: 2639.480957
	Iteration 14Q: 3 clusters Score -391468.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -391478.531250 Penalty: 2639.480957
	Iteration 15Q: 3 clusters Score -391478.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -391485.093750 Penalty: 2639.480957
	Iteration 16Q: 3 clusters Score -391485.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -391489.093750 Penalty: 2639.480957
	Iteration 17Q: 3 clusters Score -391489.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -391491.906250 Penalty: 2639.480957
	Iteration 18Q: 3 clusters Score -391491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -391495.375000 Penalty: 2639.480957
	Iteration 19Q: 3 clusters Score -391495.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -391499.156250 Penalty: 2639.480957
	Iteration 20F: 3 clusters Score -391499.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -391503.031250 Penalty: 2639.480957
	Iteration 21Q: 3 clusters Score -391503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -391504.156250 Penalty: 2639.480957
	Iteration 22Q: 3 clusters Score -391504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -391505.593750 Penalty: 2639.480957
	Iteration 23Q: 3 clusters Score -391505.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -391505.593750 Penalty: 2639.480957
	Iteration 24F: 3 clusters Score -391505.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Entering Unmasked Estep 
Score: -1176707.875000 Penalty: 1493.380859
	Iteration 0F: 2 clusters Score -1176708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1169610.750000 Penalty: 2986.761719
	Iteration 0F: 3 clusters Score -1169611 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1171933.750000 Penalty: 2986.761719
	Iteration 1F: 3 clusters Score -1171934 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1172243.250000 Penalty: 2986.761719
	Iteration 2F: 3 clusters Score -1172243 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1172506.875000 Penalty: 2986.761719
	Iteration 3F: 3 clusters Score -1172507 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1172750.250000 Penalty: 2986.761719
	Iteration 4Q: 3 clusters Score -1172750 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1173016.375000 Penalty: 2986.761719
	Iteration 5Q: 3 clusters Score -1173016 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1173339.250000 Penalty: 2986.761719
	Iteration 6Q: 3 clusters Score -1173339 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1173670.250000 Penalty: 2986.761719
	Iteration 7F: 3 clusters Score -1173670 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1173951.750000 Penalty: 2986.761719
	Iteration 8Q: 3 clusters Score -1173952 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1174174.375000 Penalty: 2986.761719
	Iteration 9Q: 3 clusters Score -1174174 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1174337.000000 Penalty: 2986.761719
	Iteration 10Q: 3 clusters Score -1174337 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1174488.875000 Penalty: 2986.761719
	Iteration 11Q: 3 clusters Score -1174489 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1174634.750000 Penalty: 2986.761719
	Iteration 12Q: 3 clusters Score -1174635 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1174731.000000 Penalty: 2986.761719
	Iteration 13Q: 3 clusters Score -1174731 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1174801.625000 Penalty: 2986.761719
	Iteration 14Q: 3 clusters Score -1174802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1174846.125000 Penalty: 2986.761719
	Iteration 15Q: 3 clusters Score -1174846 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1174891.750000 Penalty: 2986.761719
	Iteration 16Q: 3 clusters Score -1174892 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1174950.500000 Penalty: 2986.761719
	Iteration 17Q: 3 clusters Score -1174950 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1175014.000000 Penalty: 2986.761719
	Iteration 18Q: 3 clusters Score -1175014 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1175080.000000 Penalty: 2986.761719
	Iteration 19Q: 3 clusters Score -1175080 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1175150.500000 Penalty: 2986.761719
	Iteration 20F: 3 clusters Score -1175150 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1175224.500000 Penalty: 2986.761719
	Iteration 21Q: 3 clusters Score -1175224 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1175310.875000 Penalty: 2986.761719
	Iteration 22Q: 3 clusters Score -1175311 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1175392.375000 Penalty: 2986.761719
	Iteration 23Q: 3 clusters Score -1175392 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1175480.125000 Penalty: 2986.761719
	Iteration 24Q: 3 clusters Score -1175480 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1175554.875000 Penalty: 2986.761719
	Iteration 25Q: 3 clusters Score -1175555 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1175630.375000 Penalty: 2986.761719
	Iteration 26Q: 3 clusters Score -1175630 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1175684.625000 Penalty: 2986.761719
	Iteration 27Q: 3 clusters Score -1175685 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1175735.875000 Penalty: 2986.761719
	Iteration 28Q: 3 clusters Score -1175736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1175776.375000 Penalty: 2986.761719
	Iteration 29Q: 3 clusters Score -1175776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1175808.750000 Penalty: 2986.761719
	Iteration 30Q: 3 clusters Score -1175809 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1175831.500000 Penalty: 2986.761719
	Iteration 31Q: 3 clusters Score -1175832 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1175865.125000 Penalty: 2986.761719
	Iteration 32Q: 3 clusters Score -1175865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1175890.500000 Penalty: 2986.761719
	Iteration 33Q: 3 clusters Score -1175890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1175905.750000 Penalty: 2986.761719
	Iteration 34Q: 3 clusters Score -1175906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1175923.250000 Penalty: 2986.761719
	Iteration 35Q: 3 clusters Score -1175923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1175931.750000 Penalty: 2986.761719
	Iteration 36Q: 3 clusters Score -1175932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1175947.000000 Penalty: 2986.761719
	Iteration 37Q: 3 clusters Score -1175947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1175955.000000 Penalty: 2986.761719
	Iteration 38Q: 3 clusters Score -1175955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1175963.375000 Penalty: 2986.761719
	Iteration 39Q: 3 clusters Score -1175963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1175970.625000 Penalty: 2986.761719
	Iteration 40F: 3 clusters Score -1175971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1175978.750000 Penalty: 2986.761719
	Iteration 41Q: 3 clusters Score -1175979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1175980.375000 Penalty: 2986.761719
	Iteration 42Q: 3 clusters Score -1175980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1175985.250000 Penalty: 2986.761719
	Iteration 43Q: 3 clusters Score -1175985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1175987.125000 Penalty: 2986.761719
	Iteration 44Q: 3 clusters Score -1175987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1175991.875000 Penalty: 2986.761719
	Iteration 45Q: 3 clusters Score -1175992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1175993.250000 Penalty: 2986.761719
	Iteration 46Q: 3 clusters Score -1175993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1175993.250000 Penalty: 2986.761719
	Iteration 47Q: 3 clusters Score -1175993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1175995.125000 Penalty: 2986.761719
	Iteration 48Q: 3 clusters Score -1175995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1175997.125000 Penalty: 2986.761719
	Iteration 49Q: 3 clusters Score -1175997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1175996.625000 Penalty: 2986.761719
	Iteration 50Q: 3 clusters Score -1175997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1175995.750000 Penalty: 2986.761719
	Iteration 51Q: 3 clusters Score -1175996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1175999.000000 Penalty: 2986.761719
	Iteration 52Q: 3 clusters Score -1175999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1175997.375000 Penalty: 2986.761719
	Iteration 53Q: 3 clusters Score -1175997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1175997.125000 Penalty: 2986.761719
	Iteration 54Q: 3 clusters Score -1175997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1176000.000000 Penalty: 2986.761719
	Iteration 55Q: 3 clusters Score -1176000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1176000.750000 Penalty: 2986.761719
	Iteration 56Q: 3 clusters Score -1176001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1176000.375000 Penalty: 2986.761719
	Iteration 57Q: 3 clusters Score -1176000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1176001.250000 Penalty: 2986.761719
	Iteration 58Q: 3 clusters Score -1176001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1176001.250000 Penalty: 2986.761719
	Iteration 59F: 3 clusters Score -1176001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (92727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Entering Unmasked Estep 
Score: -11434936.000000 Penalty: 1858.579956
	Iteration 0F: 2 clusters Score -1.143494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -11374250.000000 Penalty: 3717.159912
	Iteration 0F: 3 clusters Score -1.137425e+07 nChanged 44343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -11399841.000000 Penalty: 3717.159912
	Iteration 1F: 3 clusters Score -1.139984e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -11400722.000000 Penalty: 3717.159912
	Iteration 2Q: 3 clusters Score -1.140072e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -11401753.000000 Penalty: 3717.159912
	Iteration 3Q: 3 clusters Score -1.140175e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -11403278.000000 Penalty: 3717.159912
	Iteration 4Q: 3 clusters Score -1.140328e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -11405604.000000 Penalty: 3717.159912
	Iteration 5Q: 3 clusters Score -1.14056e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -11409236.000000 Penalty: 3717.159912
	Iteration 6F: 3 clusters Score -1.140924e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -11414355.000000 Penalty: 3717.159912
	Iteration 7F: 3 clusters Score -1.141436e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -11419719.000000 Penalty: 3717.159912
	Iteration 8F: 3 clusters Score -1.141972e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -11423179.000000 Penalty: 3717.159912
	Iteration 9F: 3 clusters Score -1.142318e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -11424700.000000 Penalty: 3717.159912
	Iteration 10Q: 3 clusters Score -1.14247e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -11425703.000000 Penalty: 3717.159912
	Iteration 11Q: 3 clusters Score -1.14257e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -11426538.000000 Penalty: 3717.159912
	Iteration 12Q: 3 clusters Score -1.142654e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -11427235.000000 Penalty: 3717.159912
	Iteration 13Q: 3 clusters Score -1.142724e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -11427789.000000 Penalty: 3717.159912
	Iteration 14Q: 3 clusters Score -1.142779e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -11428325.000000 Penalty: 3717.159912
	Iteration 15Q: 3 clusters Score -1.142832e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -11428750.000000 Penalty: 3717.159912
	Iteration 16Q: 3 clusters Score -1.142875e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -11429180.000000 Penalty: 3717.159912
	Iteration 17Q: 3 clusters Score -1.142918e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -11429488.000000 Penalty: 3717.159912
	Iteration 18Q: 3 clusters Score -1.142949e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -11429833.000000 Penalty: 3717.159912
	Iteration 19Q: 3 clusters Score -1.142983e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -11430182.000000 Penalty: 3717.159912
	Iteration 20F: 3 clusters Score -1.143018e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -11430495.000000 Penalty: 3717.159912
	Iteration 21Q: 3 clusters Score -1.14305e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -11430799.000000 Penalty: 3717.159912
	Iteration 22Q: 3 clusters Score -1.14308e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78573 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -11431006.000000 Penalty: 3717.159912
	Iteration 23Q: 3 clusters Score -1.143101e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -11431249.000000 Penalty: 3717.159912
	Iteration 24Q: 3 clusters Score -1.143125e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -11431456.000000 Penalty: 3717.159912
	Iteration 25Q: 3 clusters Score -1.143146e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -11431560.000000 Penalty: 3717.159912
	Iteration 26Q: 3 clusters Score -1.143156e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81382 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -11431740.000000 Penalty: 3717.159912
	Iteration 27Q: 3 clusters Score -1.143174e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -11431885.000000 Penalty: 3717.159912
	Iteration 28Q: 3 clusters Score -1.143188e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82625 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -11432021.000000 Penalty: 3717.159912
	Iteration 29Q: 3 clusters Score -1.143202e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -11432127.000000 Penalty: 3717.159912
	Iteration 30Q: 3 clusters Score -1.143213e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -11432255.000000 Penalty: 3717.159912
	Iteration 31Q: 3 clusters Score -1.143226e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -11432356.000000 Penalty: 3717.159912
	Iteration 32Q: 3 clusters Score -1.143236e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85067 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -11432476.000000 Penalty: 3717.159912
	Iteration 33Q: 3 clusters Score -1.143248e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -11432633.000000 Penalty: 3717.159912
	Iteration 34Q: 3 clusters Score -1.143263e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86251 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -11432756.000000 Penalty: 3717.159912
	Iteration 35Q: 3 clusters Score -1.143276e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -11432915.000000 Penalty: 3717.159912
	Iteration 36Q: 3 clusters Score -1.143292e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -11433065.000000 Penalty: 3717.159912
	Iteration 37Q: 3 clusters Score -1.143306e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -11433186.000000 Penalty: 3717.159912
	Iteration 38Q: 3 clusters Score -1.143319e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -11433296.000000 Penalty: 3717.159912
	Iteration 39Q: 3 clusters Score -1.14333e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -11433350.000000 Penalty: 3717.159912
	Iteration 40F: 3 clusters Score -1.143335e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -11433395.000000 Penalty: 3717.159912
	Iteration 41Q: 3 clusters Score -1.14334e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -11433464.000000 Penalty: 3717.159912
	Iteration 42Q: 3 clusters Score -1.143346e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -11433483.000000 Penalty: 3717.159912
	Iteration 43Q: 3 clusters Score -1.143348e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -11433511.000000 Penalty: 3717.159912
	Iteration 44Q: 3 clusters Score -1.143351e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -11433503.000000 Penalty: 3717.159912
	Iteration 45Q: 3 clusters Score -1.14335e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -11433491.000000 Penalty: 3717.159912
	Iteration 46Q: 3 clusters Score -1.143349e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -11433511.000000 Penalty: 3717.159912
	Iteration 47Q: 3 clusters Score -1.143351e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -11433506.000000 Penalty: 3717.159912
	Iteration 48Q: 3 clusters Score -1.143351e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90848 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -11433524.000000 Penalty: 3717.159912
	Iteration 49Q: 3 clusters Score -1.143352e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11433504.000000 Penalty: 3717.159912
	Iteration 50Q: 3 clusters Score -1.14335e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91085 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11433531.000000 Penalty: 3717.159912
	Iteration 51Q: 3 clusters Score -1.143353e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11433550.000000 Penalty: 3717.159912
	Iteration 52Q: 3 clusters Score -1.143355e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -11433554.000000 Penalty: 3717.159912
	Iteration 53Q: 3 clusters Score -1.143355e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11433584.000000 Penalty: 3717.159912
	Iteration 54Q: 3 clusters Score -1.143358e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -11433599.000000 Penalty: 3717.159912
	Iteration 55Q: 3 clusters Score -1.14336e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11433600.000000 Penalty: 3717.159912
	Iteration 56Q: 3 clusters Score -1.14336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11433622.000000 Penalty: 3717.159912
	Iteration 57Q: 3 clusters Score -1.143362e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11433633.000000 Penalty: 3717.159912
	Iteration 58Q: 3 clusters Score -1.143363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -11433643.000000 Penalty: 3717.159912
	Iteration 59Q: 3 clusters Score -1.143364e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91586 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11433660.000000 Penalty: 3717.159912
	Iteration 60F: 3 clusters Score -1.143366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11433650.000000 Penalty: 3717.159912
	Iteration 61Q: 3 clusters Score -1.143365e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11433652.000000 Penalty: 3717.159912
	Iteration 62Q: 3 clusters Score -1.143365e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11433658.000000 Penalty: 3717.159912
	Iteration 63Q: 3 clusters Score -1.143366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11433652.000000 Penalty: 3717.159912
	Iteration 64Q: 3 clusters Score -1.143365e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11433653.000000 Penalty: 3717.159912
	Iteration 65Q: 3 clusters Score -1.143365e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -11433648.000000 Penalty: 3717.159912
	Iteration 66Q: 3 clusters Score -1.143365e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11433657.000000 Penalty: 3717.159912
	Iteration 67Q: 3 clusters Score -1.143366e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91838 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11433650.000000 Penalty: 3717.159912
	Iteration 68Q: 3 clusters Score -1.143365e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11433669.000000 Penalty: 3717.159912
	Iteration 69Q: 3 clusters Score -1.143367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11433670.000000 Penalty: 3717.159912
	Iteration 70Q: 3 clusters Score -1.143367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11433678.000000 Penalty: 3717.159912
	Iteration 71Q: 3 clusters Score -1.143368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11433672.000000 Penalty: 3717.159912
	Iteration 72Q: 3 clusters Score -1.143367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91909 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11433676.000000 Penalty: 3717.159912
	Iteration 73Q: 3 clusters Score -1.143368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11433669.000000 Penalty: 3717.159912
	Iteration 74Q: 3 clusters Score -1.143367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11433677.000000 Penalty: 3717.159912
	Iteration 75Q: 3 clusters Score -1.143368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11433675.000000 Penalty: 3717.159912
	Iteration 76Q: 3 clusters Score -1.143368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11433678.000000 Penalty: 3717.159912
	Iteration 77Q: 3 clusters Score -1.143368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11433677.000000 Penalty: 3717.159912
	Iteration 78Q: 3 clusters Score -1.143368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11433676.000000 Penalty: 3717.159912
	Iteration 79Q: 3 clusters Score -1.143368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11433676.000000 Penalty: 3717.159912
	Iteration 80F: 3 clusters Score -1.143368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Entering Unmasked Estep 
Score: -1991130.375000 Penalty: 1573.926880
	Iteration 0F: 2 clusters Score -1991130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1980023.500000 Penalty: 3147.853760
	Iteration 0F: 3 clusters Score -1980024 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1983905.250000 Penalty: 3147.853760
	Iteration 1F: 3 clusters Score -1983905 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1984326.375000 Penalty: 3147.853760
	Iteration 2F: 3 clusters Score -1984326 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1984775.875000 Penalty: 3147.853760
	Iteration 3F: 3 clusters Score -1984776 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1985232.500000 Penalty: 3147.853760
	Iteration 4F: 3 clusters Score -1985232 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1985782.125000 Penalty: 3147.853760
	Iteration 5F: 3 clusters Score -1985782 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1986389.125000 Penalty: 3147.853760
	Iteration 6F: 3 clusters Score -1986389 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1986956.125000 Penalty: 3147.853760
	Iteration 7Q: 3 clusters Score -1986956 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1987459.750000 Penalty: 3147.853760
	Iteration 8Q: 3 clusters Score -1987460 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1987910.750000 Penalty: 3147.853760
	Iteration 9Q: 3 clusters Score -1987911 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1988269.500000 Penalty: 3147.853760
	Iteration 10Q: 3 clusters Score -1988270 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1988583.125000 Penalty: 3147.853760
	Iteration 11Q: 3 clusters Score -1988583 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1988843.625000 Penalty: 3147.853760
	Iteration 12Q: 3 clusters Score -1988844 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1989085.625000 Penalty: 3147.853760
	Iteration 13Q: 3 clusters Score -1989086 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1989258.750000 Penalty: 3147.853760
	Iteration 14Q: 3 clusters Score -1989259 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1989394.125000 Penalty: 3147.853760
	Iteration 15Q: 3 clusters Score -1989394 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1989502.000000 Penalty: 3147.853760
	Iteration 16Q: 3 clusters Score -1989502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1989565.875000 Penalty: 3147.853760
	Iteration 17Q: 3 clusters Score -1989566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1989605.750000 Penalty: 3147.853760
	Iteration 18Q: 3 clusters Score -1989606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1989630.625000 Penalty: 3147.853760
	Iteration 19Q: 3 clusters Score -1989631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1989653.750000 Penalty: 3147.853760
	Iteration 20F: 3 clusters Score -1989654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1989675.625000 Penalty: 3147.853760
	Iteration 21Q: 3 clusters Score -1989676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1989700.125000 Penalty: 3147.853760
	Iteration 22Q: 3 clusters Score -1989700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1989718.750000 Penalty: 3147.853760
	Iteration 23Q: 3 clusters Score -1989719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1989739.375000 Penalty: 3147.853760
	Iteration 24Q: 3 clusters Score -1989739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1989757.250000 Penalty: 3147.853760
	Iteration 25Q: 3 clusters Score -1989757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1989766.875000 Penalty: 3147.853760
	Iteration 26Q: 3 clusters Score -1989767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1989771.625000 Penalty: 3147.853760
	Iteration 27Q: 3 clusters Score -1989772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1989772.750000 Penalty: 3147.853760
	Iteration 28Q: 3 clusters Score -1989773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1989777.000000 Penalty: 3147.853760
	Iteration 29Q: 3 clusters Score -1989777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1989778.625000 Penalty: 3147.853760
	Iteration 30Q: 3 clusters Score -1989779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1989777.625000 Penalty: 3147.853760
	Iteration 31Q: 3 clusters Score -1989778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1989777.625000 Penalty: 3147.853760
	Iteration 32F: 3 clusters Score -1989778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Entering Unmasked Estep 
Score: -340679.812500 Penalty: 1296.475586
	Iteration 0F: 2 clusters Score -340679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -338091.468750 Penalty: 2592.951172
	Iteration 0F: 3 clusters Score -338091.5 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -338902.187500 Penalty: 2592.951172
	Iteration 1F: 3 clusters Score -338902.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -339235.968750 Penalty: 2592.951172
	Iteration 2F: 3 clusters Score -339236 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -339504.062500 Penalty: 2592.951172
	Iteration 3F: 3 clusters Score -339504.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -339706.562500 Penalty: 2592.951172
	Iteration 4F: 3 clusters Score -339706.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -339829.562500 Penalty: 2592.951172
	Iteration 5F: 3 clusters Score -339829.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -339895.218750 Penalty: 2592.951172
	Iteration 6Q: 3 clusters Score -339895.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -339952.968750 Penalty: 2592.951172
	Iteration 7Q: 3 clusters Score -339953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -339985.000000 Penalty: 2592.951172
	Iteration 8Q: 3 clusters Score -339985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -340008.000000 Penalty: 2592.951172
	Iteration 9Q: 3 clusters Score -340008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -340021.156250 Penalty: 2592.951172
	Iteration 10Q: 3 clusters Score -340021.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -340028.281250 Penalty: 2592.951172
	Iteration 11Q: 3 clusters Score -340028.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -340032.718750 Penalty: 2592.951172
	Iteration 12Q: 3 clusters Score -340032.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -340034.687500 Penalty: 2592.951172
	Iteration 13Q: 3 clusters Score -340034.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -340034.812500 Penalty: 2592.951172
	Iteration 14Q: 3 clusters Score -340034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -340035.750000 Penalty: 2592.951172
	Iteration 15Q: 3 clusters Score -340035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -340035.750000 Penalty: 2592.951172
	Iteration 16F: 3 clusters Score -340035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -191228.015625 Penalty: 1211.297974
	Iteration 0F: 2 clusters Score -191228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189351.718750 Penalty: 2422.595947
	Iteration 0F: 3 clusters Score -189351.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -189992.671875 Penalty: 2422.595947
	Iteration 1F: 3 clusters Score -189992.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -190271.859375 Penalty: 2422.595947
	Iteration 2F: 3 clusters Score -190271.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -190449.687500 Penalty: 2422.595947
	Iteration 3F: 3 clusters Score -190449.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -190588.484375 Penalty: 2422.595947
	Iteration 4F: 3 clusters Score -190588.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -190674.890625 Penalty: 2422.595947
	Iteration 5Q: 3 clusters Score -190674.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -190748.828125 Penalty: 2422.595947
	Iteration 6Q: 3 clusters Score -190748.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -190792.546875 Penalty: 2422.595947
	Iteration 7Q: 3 clusters Score -190792.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -190819.625000 Penalty: 2422.595947
	Iteration 8Q: 3 clusters Score -190819.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -190849.781250 Penalty: 2422.595947
	Iteration 9Q: 3 clusters Score -190849.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -190879.718750 Penalty: 2422.595947
	Iteration 10Q: 3 clusters Score -190879.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -190920.968750 Penalty: 2422.595947
	Iteration 11Q: 3 clusters Score -190921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190956.187500 Penalty: 2422.595947
	Iteration 12Q: 3 clusters Score -190956.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -190998.109375 Penalty: 2422.595947
	Iteration 13Q: 3 clusters Score -190998.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -191053.062500 Penalty: 2422.595947
	Iteration 14Q: 3 clusters Score -191053.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -191118.406250 Penalty: 2422.595947
	Iteration 15Q: 3 clusters Score -191118.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -191196.781250 Penalty: 2422.595947
	Iteration 16Q: 3 clusters Score -191196.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -191258.843750 Penalty: 2422.595947
	Iteration 17Q: 3 clusters Score -191258.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -191281.031250 Penalty: 2422.595947
	Iteration 18Q: 3 clusters Score -191281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -191306.859375 Penalty: 2422.595947
	Iteration 19Q: 3 clusters Score -191306.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -191329.562500 Penalty: 2422.595947
	Iteration 20F: 3 clusters Score -191329.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191343.296875 Penalty: 2422.595947
	Iteration 21Q: 3 clusters Score -191343.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -191352.890625 Penalty: 2422.595947
	Iteration 22Q: 3 clusters Score -191352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191356.203125 Penalty: 2422.595947
	Iteration 23Q: 3 clusters Score -191356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191360.031250 Penalty: 2422.595947
	Iteration 24Q: 3 clusters Score -191360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191369.750000 Penalty: 2422.595947
	Iteration 25Q: 3 clusters Score -191369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -191371.515625 Penalty: 2422.595947
	Iteration 26Q: 3 clusters Score -191371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191371.859375 Penalty: 2422.595947
	Iteration 27Q: 3 clusters Score -191371.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -191372.156250 Penalty: 2422.595947
	Iteration 28Q: 3 clusters Score -191372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191373.093750 Penalty: 2422.595947
	Iteration 29Q: 3 clusters Score -191373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -191373.593750 Penalty: 2422.595947
	Iteration 30Q: 3 clusters Score -191373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -191374.187500 Penalty: 2422.595947
	Iteration 31Q: 3 clusters Score -191374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191376.265625 Penalty: 2422.595947
	Iteration 32Q: 3 clusters Score -191376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -191376.468750 Penalty: 2422.595947
	Iteration 33Q: 3 clusters Score -191376.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -191376.468750 Penalty: 2422.595947
	Iteration 34F: 3 clusters Score -191376.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 93668 members 
Mstep: Class 3 contains 89676 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28723 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 50046 members 
Mstep: Class 8 contains 94122 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13989 members 
Mstep: Class 11 contains 6738 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 105848 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 9799 members 
Mstep: Class 20 contains 92727 members 
Mstep: Class 21 contains 16086 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 793 members 
Mstep: Class 24 contains 51104 members 
Mstep: Class 25 contains 16448 members 
Mstep: Class 26 contains 89804 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7813 members 
Mstep: Class 30 contains 2005 members 
Mstep: Class 31 contains 6105 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 934 members 
Entering Unmasked Estep 
Score: -102223408.000000 Penalty: 75375.343750
Splitting cluster 23 changes total score from -102224320.000000 to -102223408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (51104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Entering Unmasked Estep 
Score: -6501706.500000 Penalty: 1761.762817
	Iteration 0F: 2 clusters Score -6501706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -6468685.000000 Penalty: 3523.525635
	Iteration 0F: 3 clusters Score -6468685 nChanged 23932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -6482451.000000 Penalty: 3523.525635
	Iteration 1F: 3 clusters Score -6482451 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -6482932.500000 Penalty: 3523.525635
	Iteration 2Q: 3 clusters Score -6482932 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -6483390.500000 Penalty: 3523.525635
	Iteration 3Q: 3 clusters Score -6483390 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -6483909.000000 Penalty: 3523.525635
	Iteration 4Q: 3 clusters Score -6483909 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -6484449.500000 Penalty: 3523.525635
	Iteration 5Q: 3 clusters Score -6484450 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -6485180.500000 Penalty: 3523.525635
	Iteration 6Q: 3 clusters Score -6485180 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -6486097.500000 Penalty: 3523.525635
	Iteration 7Q: 3 clusters Score -6486098 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -6487145.500000 Penalty: 3523.525635
	Iteration 8Q: 3 clusters Score -6487146 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -6488393.000000 Penalty: 3523.525635
	Iteration 9Q: 3 clusters Score -6488393 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -6489909.500000 Penalty: 3523.525635
	Iteration 10Q: 3 clusters Score -6489910 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -6491495.000000 Penalty: 3523.525635
	Iteration 11Q: 3 clusters Score -6491495 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -6492750.500000 Penalty: 3523.525635
	Iteration 12Q: 3 clusters Score -6492750 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -6493364.500000 Penalty: 3523.525635
	Iteration 13Q: 3 clusters Score -6493364 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -6493798.500000 Penalty: 3523.525635
	Iteration 14Q: 3 clusters Score -6493798 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -6494081.500000 Penalty: 3523.525635
	Iteration 15Q: 3 clusters Score -6494082 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -6494362.500000 Penalty: 3523.525635
	Iteration 16Q: 3 clusters Score -6494362 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -6494642.000000 Penalty: 3523.525635
	Iteration 17Q: 3 clusters Score -6494642 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -6494941.000000 Penalty: 3523.525635
	Iteration 18Q: 3 clusters Score -6494941 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -6495171.500000 Penalty: 3523.525635
	Iteration 19Q: 3 clusters Score -6495172 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -6495449.000000 Penalty: 3523.525635
	Iteration 20F: 3 clusters Score -6495449 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -6495754.000000 Penalty: 3523.525635
	Iteration 21Q: 3 clusters Score -6495754 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -6496126.000000 Penalty: 3523.525635
	Iteration 22Q: 3 clusters Score -6496126 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -6496477.000000 Penalty: 3523.525635
	Iteration 23Q: 3 clusters Score -6496477 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -6496851.500000 Penalty: 3523.525635
	Iteration 24Q: 3 clusters Score -6496852 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -6497200.000000 Penalty: 3523.525635
	Iteration 25Q: 3 clusters Score -6497200 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -6497594.000000 Penalty: 3523.525635
	Iteration 26Q: 3 clusters Score -6497594 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -6498015.500000 Penalty: 3523.525635
	Iteration 27Q: 3 clusters Score -6498016 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -6498392.000000 Penalty: 3523.525635
	Iteration 28Q: 3 clusters Score -6498392 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -6498715.000000 Penalty: 3523.525635
	Iteration 29Q: 3 clusters Score -6498715 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -6499077.000000 Penalty: 3523.525635
	Iteration 30Q: 3 clusters Score -6499077 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -6499393.000000 Penalty: 3523.525635
	Iteration 31Q: 3 clusters Score -6499393 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -6499720.000000 Penalty: 3523.525635
	Iteration 32Q: 3 clusters Score -6499720 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6499996.000000 Penalty: 3523.525635
	Iteration 33Q: 3 clusters Score -6499996 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6500193.000000 Penalty: 3523.525635
	Iteration 34Q: 3 clusters Score -6500193 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6500314.500000 Penalty: 3523.525635
	Iteration 35Q: 3 clusters Score -6500314 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6500441.000000 Penalty: 3523.525635
	Iteration 36Q: 3 clusters Score -6500441 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6500550.000000 Penalty: 3523.525635
	Iteration 37Q: 3 clusters Score -6500550 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6500628.000000 Penalty: 3523.525635
	Iteration 38Q: 3 clusters Score -6500628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6500682.500000 Penalty: 3523.525635
	Iteration 39Q: 3 clusters Score -6500682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6500741.000000 Penalty: 3523.525635
	Iteration 40F: 3 clusters Score -6500741 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6500782.000000 Penalty: 3523.525635
	Iteration 41Q: 3 clusters Score -6500782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6500806.000000 Penalty: 3523.525635
	Iteration 42Q: 3 clusters Score -6500806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6500822.000000 Penalty: 3523.525635
	Iteration 43Q: 3 clusters Score -6500822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6500854.500000 Penalty: 3523.525635
	Iteration 44Q: 3 clusters Score -6500854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6500866.000000 Penalty: 3523.525635
	Iteration 45Q: 3 clusters Score -6500866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6500892.000000 Penalty: 3523.525635
	Iteration 46Q: 3 clusters Score -6500892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6500907.500000 Penalty: 3523.525635
	Iteration 47Q: 3 clusters Score -6500908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6500938.500000 Penalty: 3523.525635
	Iteration 48Q: 3 clusters Score -6500938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6500950.500000 Penalty: 3523.525635
	Iteration 49Q: 3 clusters Score -6500950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6500945.000000 Penalty: 3523.525635
	Iteration 50Q: 3 clusters Score -6500945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6500955.000000 Penalty: 3523.525635
	Iteration 51Q: 3 clusters Score -6500955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6500949.000000 Penalty: 3523.525635
	Iteration 52Q: 3 clusters Score -6500949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6500953.000000 Penalty: 3523.525635
	Iteration 53Q: 3 clusters Score -6500953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6500952.500000 Penalty: 3523.525635
	Iteration 54Q: 3 clusters Score -6500952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6500956.000000 Penalty: 3523.525635
	Iteration 55Q: 3 clusters Score -6500956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6500956.000000 Penalty: 3523.525635
	Iteration 56F: 3 clusters Score -6500956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Entering Unmasked Estep 
Score: -2056596.750000 Penalty: 1577.543335
	Iteration 0F: 2 clusters Score -2056597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2045348.375000 Penalty: 3155.086670
	Iteration 0F: 3 clusters Score -2045348 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2049183.375000 Penalty: 3155.086670
	Iteration 1F: 3 clusters Score -2049183 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2049412.125000 Penalty: 3155.086670
	Iteration 2Q: 3 clusters Score -2049412 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2049569.625000 Penalty: 3155.086670
	Iteration 3Q: 3 clusters Score -2049570 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2049712.500000 Penalty: 3155.086670
	Iteration 4Q: 3 clusters Score -2049712 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2049830.250000 Penalty: 3155.086670
	Iteration 5Q: 3 clusters Score -2049830 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2049937.500000 Penalty: 3155.086670
	Iteration 6Q: 3 clusters Score -2049938 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2050055.000000 Penalty: 3155.086670
	Iteration 7Q: 3 clusters Score -2050055 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2050185.500000 Penalty: 3155.086670
	Iteration 8Q: 3 clusters Score -2050186 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2050337.250000 Penalty: 3155.086670
	Iteration 9Q: 3 clusters Score -2050337 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2050522.000000 Penalty: 3155.086670
	Iteration 10Q: 3 clusters Score -2050522 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2050757.750000 Penalty: 3155.086670
	Iteration 11Q: 3 clusters Score -2050758 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2051074.125000 Penalty: 3155.086670
	Iteration 12Q: 3 clusters Score -2051074 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2051555.875000 Penalty: 3155.086670
	Iteration 13Q: 3 clusters Score -2051556 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2052193.375000 Penalty: 3155.086670
	Iteration 14Q: 3 clusters Score -2052193 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2052828.000000 Penalty: 3155.086670
	Iteration 15Q: 3 clusters Score -2052828 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2053327.375000 Penalty: 3155.086670
	Iteration 16Q: 3 clusters Score -2053327 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2053594.125000 Penalty: 3155.086670
	Iteration 17Q: 3 clusters Score -2053594 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2053741.000000 Penalty: 3155.086670
	Iteration 18Q: 3 clusters Score -2053741 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2053859.250000 Penalty: 3155.086670
	Iteration 19Q: 3 clusters Score -2053859 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2053936.875000 Penalty: 3155.086670
	Iteration 20F: 3 clusters Score -2053937 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2054005.500000 Penalty: 3155.086670
	Iteration 21Q: 3 clusters Score -2054006 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2054052.250000 Penalty: 3155.086670
	Iteration 22Q: 3 clusters Score -2054052 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2054088.875000 Penalty: 3155.086670
	Iteration 23Q: 3 clusters Score -2054089 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2054127.250000 Penalty: 3155.086670
	Iteration 24Q: 3 clusters Score -2054127 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2054157.625000 Penalty: 3155.086670
	Iteration 25Q: 3 clusters Score -2054158 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2054180.750000 Penalty: 3155.086670
	Iteration 26Q: 3 clusters Score -2054181 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2054210.000000 Penalty: 3155.086670
	Iteration 27Q: 3 clusters Score -2054210 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2054233.875000 Penalty: 3155.086670
	Iteration 28Q: 3 clusters Score -2054234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2054262.750000 Penalty: 3155.086670
	Iteration 29Q: 3 clusters Score -2054263 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2054278.125000 Penalty: 3155.086670
	Iteration 30Q: 3 clusters Score -2054278 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2054294.125000 Penalty: 3155.086670
	Iteration 31Q: 3 clusters Score -2054294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2054320.125000 Penalty: 3155.086670
	Iteration 32Q: 3 clusters Score -2054320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2054338.750000 Penalty: 3155.086670
	Iteration 33Q: 3 clusters Score -2054339 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2054368.250000 Penalty: 3155.086670
	Iteration 34Q: 3 clusters Score -2054368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2054388.875000 Penalty: 3155.086670
	Iteration 35Q: 3 clusters Score -2054389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2054416.750000 Penalty: 3155.086670
	Iteration 36Q: 3 clusters Score -2054417 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2054439.625000 Penalty: 3155.086670
	Iteration 37Q: 3 clusters Score -2054440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2054447.375000 Penalty: 3155.086670
	Iteration 38Q: 3 clusters Score -2054447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2054469.875000 Penalty: 3155.086670
	Iteration 39Q: 3 clusters Score -2054470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2054483.750000 Penalty: 3155.086670
	Iteration 40F: 3 clusters Score -2054484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2054508.625000 Penalty: 3155.086670
	Iteration 41Q: 3 clusters Score -2054509 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2054532.500000 Penalty: 3155.086670
	Iteration 42Q: 3 clusters Score -2054532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2054569.500000 Penalty: 3155.086670
	Iteration 43Q: 3 clusters Score -2054570 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2054596.125000 Penalty: 3155.086670
	Iteration 44Q: 3 clusters Score -2054596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2054626.250000 Penalty: 3155.086670
	Iteration 45Q: 3 clusters Score -2054626 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2054654.125000 Penalty: 3155.086670
	Iteration 46Q: 3 clusters Score -2054654 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2054678.875000 Penalty: 3155.086670
	Iteration 47Q: 3 clusters Score -2054679 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2054717.750000 Penalty: 3155.086670
	Iteration 48Q: 3 clusters Score -2054718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2054759.750000 Penalty: 3155.086670
	Iteration 49Q: 3 clusters Score -2054760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2054789.250000 Penalty: 3155.086670
	Iteration 50Q: 3 clusters Score -2054789 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2054821.500000 Penalty: 3155.086670
	Iteration 51Q: 3 clusters Score -2054822 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2054861.375000 Penalty: 3155.086670
	Iteration 52Q: 3 clusters Score -2054861 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2054899.000000 Penalty: 3155.086670
	Iteration 53Q: 3 clusters Score -2054899 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2054930.000000 Penalty: 3155.086670
	Iteration 54Q: 3 clusters Score -2054930 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2054960.875000 Penalty: 3155.086670
	Iteration 55Q: 3 clusters Score -2054961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2054994.625000 Penalty: 3155.086670
	Iteration 56Q: 3 clusters Score -2054995 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2055012.125000 Penalty: 3155.086670
	Iteration 57Q: 3 clusters Score -2055012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2055030.625000 Penalty: 3155.086670
	Iteration 58Q: 3 clusters Score -2055031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2055045.625000 Penalty: 3155.086670
	Iteration 59Q: 3 clusters Score -2055046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2055055.250000 Penalty: 3155.086670
	Iteration 60F: 3 clusters Score -2055055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2055072.125000 Penalty: 3155.086670
	Iteration 61Q: 3 clusters Score -2055072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2055086.625000 Penalty: 3155.086670
	Iteration 62Q: 3 clusters Score -2055087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2055098.000000 Penalty: 3155.086670
	Iteration 63Q: 3 clusters Score -2055098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2055114.000000 Penalty: 3155.086670
	Iteration 64Q: 3 clusters Score -2055114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2055128.375000 Penalty: 3155.086670
	Iteration 65Q: 3 clusters Score -2055128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2055139.000000 Penalty: 3155.086670
	Iteration 66Q: 3 clusters Score -2055139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2055148.125000 Penalty: 3155.086670
	Iteration 67Q: 3 clusters Score -2055148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2055163.875000 Penalty: 3155.086670
	Iteration 68Q: 3 clusters Score -2055164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2055172.375000 Penalty: 3155.086670
	Iteration 69Q: 3 clusters Score -2055172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2055177.875000 Penalty: 3155.086670
	Iteration 70Q: 3 clusters Score -2055178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2055185.250000 Penalty: 3155.086670
	Iteration 71Q: 3 clusters Score -2055185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2055190.750000 Penalty: 3155.086670
	Iteration 72Q: 3 clusters Score -2055191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2055190.500000 Penalty: 3155.086670
	Iteration 73Q: 3 clusters Score -2055190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2055190.250000 Penalty: 3155.086670
	Iteration 74Q: 3 clusters Score -2055190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2055192.500000 Penalty: 3155.086670
	Iteration 75Q: 3 clusters Score -2055192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2055192.625000 Penalty: 3155.086670
	Iteration 76Q: 3 clusters Score -2055193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2055196.750000 Penalty: 3155.086670
	Iteration 77Q: 3 clusters Score -2055197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2055197.000000 Penalty: 3155.086670
	Iteration 78Q: 3 clusters Score -2055197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2055194.750000 Penalty: 3155.086670
	Iteration 79Q: 3 clusters Score -2055195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2055195.625000 Penalty: 3155.086670
	Iteration 80F: 3 clusters Score -2055196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (89804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Entering Unmasked Estep 
Score: -11299972.000000 Penalty: 1853.375122
	Iteration 0F: 2 clusters Score -1.129997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -11243083.000000 Penalty: 3706.750244
	Iteration 0F: 3 clusters Score -1.124308e+07 nChanged 42741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -11267665.000000 Penalty: 3706.750244
	Iteration 1F: 3 clusters Score -1.126766e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -11268196.000000 Penalty: 3706.750244
	Iteration 2Q: 3 clusters Score -1.12682e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -11268648.000000 Penalty: 3706.750244
	Iteration 3Q: 3 clusters Score -1.126865e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -11269262.000000 Penalty: 3706.750244
	Iteration 4Q: 3 clusters Score -1.126926e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -11269945.000000 Penalty: 3706.750244
	Iteration 5Q: 3 clusters Score -1.126994e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -11271171.000000 Penalty: 3706.750244
	Iteration 6Q: 3 clusters Score -1.127117e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -11273060.000000 Penalty: 3706.750244
	Iteration 7Q: 3 clusters Score -1.127306e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -11275983.000000 Penalty: 3706.750244
	Iteration 8F: 3 clusters Score -1.127598e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -11280420.000000 Penalty: 3706.750244
	Iteration 9F: 3 clusters Score -1.128042e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -11285364.000000 Penalty: 3706.750244
	Iteration 10F: 3 clusters Score -1.128536e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -11288239.000000 Penalty: 3706.750244
	Iteration 11F: 3 clusters Score -1.128824e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -11289239.000000 Penalty: 3706.750244
	Iteration 12Q: 3 clusters Score -1.128924e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -11289671.000000 Penalty: 3706.750244
	Iteration 13Q: 3 clusters Score -1.128967e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -11289825.000000 Penalty: 3706.750244
	Iteration 14Q: 3 clusters Score -1.128982e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -11290119.000000 Penalty: 3706.750244
	Iteration 15Q: 3 clusters Score -1.129012e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -11290337.000000 Penalty: 3706.750244
	Iteration 16Q: 3 clusters Score -1.129034e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -11290471.000000 Penalty: 3706.750244
	Iteration 17Q: 3 clusters Score -1.129047e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -11290637.000000 Penalty: 3706.750244
	Iteration 18Q: 3 clusters Score -1.129064e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -11290797.000000 Penalty: 3706.750244
	Iteration 19Q: 3 clusters Score -1.12908e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -11290920.000000 Penalty: 3706.750244
	Iteration 20F: 3 clusters Score -1.129092e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -11291062.000000 Penalty: 3706.750244
	Iteration 21Q: 3 clusters Score -1.129106e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -11291189.000000 Penalty: 3706.750244
	Iteration 22Q: 3 clusters Score -1.129119e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -11291344.000000 Penalty: 3706.750244
	Iteration 23Q: 3 clusters Score -1.129134e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -11291526.000000 Penalty: 3706.750244
	Iteration 24Q: 3 clusters Score -1.129153e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -11291616.000000 Penalty: 3706.750244
	Iteration 25Q: 3 clusters Score -1.129162e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -11291741.000000 Penalty: 3706.750244
	Iteration 26Q: 3 clusters Score -1.129174e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -11291818.000000 Penalty: 3706.750244
	Iteration 27Q: 3 clusters Score -1.129182e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -11291943.000000 Penalty: 3706.750244
	Iteration 28Q: 3 clusters Score -1.129194e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -11292082.000000 Penalty: 3706.750244
	Iteration 29Q: 3 clusters Score -1.129208e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -11292216.000000 Penalty: 3706.750244
	Iteration 30Q: 3 clusters Score -1.129222e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -11292296.000000 Penalty: 3706.750244
	Iteration 31Q: 3 clusters Score -1.12923e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -11292460.000000 Penalty: 3706.750244
	Iteration 32Q: 3 clusters Score -1.129246e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -11292464.000000 Penalty: 3706.750244
	Iteration 33Q: 3 clusters Score -1.129246e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -11292466.000000 Penalty: 3706.750244
	Iteration 34Q: 3 clusters Score -1.129247e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -11292520.000000 Penalty: 3706.750244
	Iteration 35Q: 3 clusters Score -1.129252e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -11292575.000000 Penalty: 3706.750244
	Iteration 36Q: 3 clusters Score -1.129258e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -11292549.000000 Penalty: 3706.750244
	Iteration 37Q: 3 clusters Score -1.129255e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -11292566.000000 Penalty: 3706.750244
	Iteration 38Q: 3 clusters Score -1.129257e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -11292598.000000 Penalty: 3706.750244
	Iteration 39Q: 3 clusters Score -1.12926e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -11292699.000000 Penalty: 3706.750244
	Iteration 40F: 3 clusters Score -1.12927e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -11292727.000000 Penalty: 3706.750244
	Iteration 41Q: 3 clusters Score -1.129273e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -11292796.000000 Penalty: 3706.750244
	Iteration 42Q: 3 clusters Score -1.12928e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -11292879.000000 Penalty: 3706.750244
	Iteration 43Q: 3 clusters Score -1.129288e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -11292873.000000 Penalty: 3706.750244
	Iteration 44Q: 3 clusters Score -1.129287e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -11292873.000000 Penalty: 3706.750244
	Iteration 45Q: 3 clusters Score -1.129287e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -11292943.000000 Penalty: 3706.750244
	Iteration 46Q: 3 clusters Score -1.129294e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -11292942.000000 Penalty: 3706.750244
	Iteration 47Q: 3 clusters Score -1.129294e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -11292925.000000 Penalty: 3706.750244
	Iteration 48Q: 3 clusters Score -1.129292e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -11292915.000000 Penalty: 3706.750244
	Iteration 49Q: 3 clusters Score -1.129292e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -11292934.000000 Penalty: 3706.750244
	Iteration 50Q: 3 clusters Score -1.129293e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -11292940.000000 Penalty: 3706.750244
	Iteration 51Q: 3 clusters Score -1.129294e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -11292965.000000 Penalty: 3706.750244
	Iteration 52Q: 3 clusters Score -1.129296e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -11293010.000000 Penalty: 3706.750244
	Iteration 53Q: 3 clusters Score -1.129301e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -11293004.000000 Penalty: 3706.750244
	Iteration 54Q: 3 clusters Score -1.1293e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -11293023.000000 Penalty: 3706.750244
	Iteration 55Q: 3 clusters Score -1.129302e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -11293052.000000 Penalty: 3706.750244
	Iteration 56Q: 3 clusters Score -1.129305e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -11293020.000000 Penalty: 3706.750244
	Iteration 57Q: 3 clusters Score -1.129302e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -11293023.000000 Penalty: 3706.750244
	Iteration 58Q: 3 clusters Score -1.129302e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -11293040.000000 Penalty: 3706.750244
	Iteration 59Q: 3 clusters Score -1.129304e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -11292992.000000 Penalty: 3706.750244
	Iteration 60F: 3 clusters Score -1.129299e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -11293013.000000 Penalty: 3706.750244
	Iteration 61Q: 3 clusters Score -1.129301e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -11293046.000000 Penalty: 3706.750244
	Iteration 62Q: 3 clusters Score -1.129305e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -11293052.000000 Penalty: 3706.750244
	Iteration 63Q: 3 clusters Score -1.129305e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -11293061.000000 Penalty: 3706.750244
	Iteration 64Q: 3 clusters Score -1.129306e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -11293099.000000 Penalty: 3706.750244
	Iteration 65Q: 3 clusters Score -1.12931e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -11293108.000000 Penalty: 3706.750244
	Iteration 66Q: 3 clusters Score -1.129311e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -11293128.000000 Penalty: 3706.750244
	Iteration 67Q: 3 clusters Score -1.129313e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -11293123.000000 Penalty: 3706.750244
	Iteration 68Q: 3 clusters Score -1.129312e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -11293136.000000 Penalty: 3706.750244
	Iteration 69Q: 3 clusters Score -1.129314e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -11293145.000000 Penalty: 3706.750244
	Iteration 70Q: 3 clusters Score -1.129314e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -11293175.000000 Penalty: 3706.750244
	Iteration 71Q: 3 clusters Score -1.129318e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -11293179.000000 Penalty: 3706.750244
	Iteration 72Q: 3 clusters Score -1.129318e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -11293195.000000 Penalty: 3706.750244
	Iteration 73Q: 3 clusters Score -1.12932e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -11293221.000000 Penalty: 3706.750244
	Iteration 74Q: 3 clusters Score -1.129322e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -11293254.000000 Penalty: 3706.750244
	Iteration 75Q: 3 clusters Score -1.129325e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -11293258.000000 Penalty: 3706.750244
	Iteration 76Q: 3 clusters Score -1.129326e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -11293284.000000 Penalty: 3706.750244
	Iteration 77Q: 3 clusters Score -1.129328e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -11293301.000000 Penalty: 3706.750244
	Iteration 78Q: 3 clusters Score -1.12933e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -11293337.000000 Penalty: 3706.750244
	Iteration 79Q: 3 clusters Score -1.129334e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -11293360.000000 Penalty: 3706.750244
	Iteration 80F: 3 clusters Score -1.129336e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -11293403.000000 Penalty: 3706.750244
	Iteration 81Q: 3 clusters Score -1.12934e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -11293434.000000 Penalty: 3706.750244
	Iteration 82Q: 3 clusters Score -1.129343e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -11293477.000000 Penalty: 3706.750244
	Iteration 83Q: 3 clusters Score -1.129348e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -11293507.000000 Penalty: 3706.750244
	Iteration 84Q: 3 clusters Score -1.129351e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -11293527.000000 Penalty: 3706.750244
	Iteration 85Q: 3 clusters Score -1.129353e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -11293535.000000 Penalty: 3706.750244
	Iteration 86Q: 3 clusters Score -1.129354e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -11293574.000000 Penalty: 3706.750244
	Iteration 87Q: 3 clusters Score -1.129357e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -11293658.000000 Penalty: 3706.750244
	Iteration 88Q: 3 clusters Score -1.129366e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -11293687.000000 Penalty: 3706.750244
	Iteration 89Q: 3 clusters Score -1.129369e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -11293711.000000 Penalty: 3706.750244
	Iteration 90Q: 3 clusters Score -1.129371e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -11293764.000000 Penalty: 3706.750244
	Iteration 91Q: 3 clusters Score -1.129376e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -11293862.000000 Penalty: 3706.750244
	Iteration 92Q: 3 clusters Score -1.129386e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -11293940.000000 Penalty: 3706.750244
	Iteration 93Q: 3 clusters Score -1.129394e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -11294029.000000 Penalty: 3706.750244
	Iteration 94Q: 3 clusters Score -1.129403e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -11294109.000000 Penalty: 3706.750244
	Iteration 95Q: 3 clusters Score -1.129411e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -11294156.000000 Penalty: 3706.750244
	Iteration 96Q: 3 clusters Score -1.129416e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -11294259.000000 Penalty: 3706.750244
	Iteration 97Q: 3 clusters Score -1.129426e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -11294373.000000 Penalty: 3706.750244
	Iteration 98Q: 3 clusters Score -1.129437e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -11294479.000000 Penalty: 3706.750244
	Iteration 99Q: 3 clusters Score -1.129448e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -11294582.000000 Penalty: 3706.750244
	Iteration 100F: 3 clusters Score -1.129458e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -11294670.000000 Penalty: 3706.750244
	Iteration 101Q: 3 clusters Score -1.129467e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -11294709.000000 Penalty: 3706.750244
	Iteration 102Q: 3 clusters Score -1.129471e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -11294814.000000 Penalty: 3706.750244
	Iteration 103Q: 3 clusters Score -1.129481e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -11294967.000000 Penalty: 3706.750244
	Iteration 104Q: 3 clusters Score -1.129497e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -11295060.000000 Penalty: 3706.750244
	Iteration 105Q: 3 clusters Score -1.129506e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -11295222.000000 Penalty: 3706.750244
	Iteration 106Q: 3 clusters Score -1.129522e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -11295318.000000 Penalty: 3706.750244
	Iteration 107Q: 3 clusters Score -1.129532e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -11295398.000000 Penalty: 3706.750244
	Iteration 108Q: 3 clusters Score -1.12954e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -11295550.000000 Penalty: 3706.750244
	Iteration 109Q: 3 clusters Score -1.129555e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -11295740.000000 Penalty: 3706.750244
	Iteration 110Q: 3 clusters Score -1.129574e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -11295890.000000 Penalty: 3706.750244
	Iteration 111Q: 3 clusters Score -1.129589e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -11296126.000000 Penalty: 3706.750244
	Iteration 112Q: 3 clusters Score -1.129613e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -11296273.000000 Penalty: 3706.750244
	Iteration 113Q: 3 clusters Score -1.129627e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -11296407.000000 Penalty: 3706.750244
	Iteration 114Q: 3 clusters Score -1.129641e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -11296522.000000 Penalty: 3706.750244
	Iteration 115Q: 3 clusters Score -1.129652e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -11296634.000000 Penalty: 3706.750244
	Iteration 116Q: 3 clusters Score -1.129663e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -11296760.000000 Penalty: 3706.750244
	Iteration 117Q: 3 clusters Score -1.129676e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -11296782.000000 Penalty: 3706.750244
	Iteration 118Q: 3 clusters Score -1.129678e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -11296853.000000 Penalty: 3706.750244
	Iteration 119Q: 3 clusters Score -1.129685e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -11296924.000000 Penalty: 3706.750244
	Iteration 120F: 3 clusters Score -1.129692e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80603 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -11296982.000000 Penalty: 3706.750244
	Iteration 121Q: 3 clusters Score -1.129698e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -11297010.000000 Penalty: 3706.750244
	Iteration 122Q: 3 clusters Score -1.129701e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81353 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -11297189.000000 Penalty: 3706.750244
	Iteration 123Q: 3 clusters Score -1.129719e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -11297424.000000 Penalty: 3706.750244
	Iteration 124Q: 3 clusters Score -1.129742e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -11297586.000000 Penalty: 3706.750244
	Iteration 125Q: 3 clusters Score -1.129759e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -11297654.000000 Penalty: 3706.750244
	Iteration 126Q: 3 clusters Score -1.129765e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -11297771.000000 Penalty: 3706.750244
	Iteration 127Q: 3 clusters Score -1.129777e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -11297862.000000 Penalty: 3706.750244
	Iteration 128Q: 3 clusters Score -1.129786e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -11297973.000000 Penalty: 3706.750244
	Iteration 129Q: 3 clusters Score -1.129797e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -11298062.000000 Penalty: 3706.750244
	Iteration 130Q: 3 clusters Score -1.129806e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -11298163.000000 Penalty: 3706.750244
	Iteration 131Q: 3 clusters Score -1.129816e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -11298222.000000 Penalty: 3706.750244
	Iteration 132Q: 3 clusters Score -1.129822e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -11298254.000000 Penalty: 3706.750244
	Iteration 133Q: 3 clusters Score -1.129825e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84127 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -11298318.000000 Penalty: 3706.750244
	Iteration 134Q: 3 clusters Score -1.129832e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -11298377.000000 Penalty: 3706.750244
	Iteration 135Q: 3 clusters Score -1.129838e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -11298400.000000 Penalty: 3706.750244
	Iteration 136Q: 3 clusters Score -1.12984e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -11298423.000000 Penalty: 3706.750244
	Iteration 137Q: 3 clusters Score -1.129842e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -11298463.000000 Penalty: 3706.750244
	Iteration 138Q: 3 clusters Score -1.129846e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -11298486.000000 Penalty: 3706.750244
	Iteration 139Q: 3 clusters Score -1.129849e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -11298549.000000 Penalty: 3706.750244
	Iteration 140F: 3 clusters Score -1.129855e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -11298556.000000 Penalty: 3706.750244
	Iteration 141Q: 3 clusters Score -1.129856e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -11298607.000000 Penalty: 3706.750244
	Iteration 142Q: 3 clusters Score -1.129861e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -11298630.000000 Penalty: 3706.750244
	Iteration 143Q: 3 clusters Score -1.129863e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85470 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -11298616.000000 Penalty: 3706.750244
	Iteration 144Q: 3 clusters Score -1.129862e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -11298637.000000 Penalty: 3706.750244
	Iteration 145Q: 3 clusters Score -1.129864e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -11298638.000000 Penalty: 3706.750244
	Iteration 146Q: 3 clusters Score -1.129864e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85689 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -11298663.000000 Penalty: 3706.750244
	Iteration 147Q: 3 clusters Score -1.129866e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -11298670.000000 Penalty: 3706.750244
	Iteration 148Q: 3 clusters Score -1.129867e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85806 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -11298676.000000 Penalty: 3706.750244
	Iteration 149Q: 3 clusters Score -1.129868e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -11298676.000000 Penalty: 3706.750244
	Iteration 150Q: 3 clusters Score -1.129868e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -11298682.000000 Penalty: 3706.750244
	Iteration 151Q: 3 clusters Score -1.129868e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -11298699.000000 Penalty: 3706.750244
	Iteration 152Q: 3 clusters Score -1.12987e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -11298698.000000 Penalty: 3706.750244
	Iteration 153Q: 3 clusters Score -1.12987e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86040 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -11298683.000000 Penalty: 3706.750244
	Iteration 154Q: 3 clusters Score -1.129868e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -11298674.000000 Penalty: 3706.750244
	Iteration 155Q: 3 clusters Score -1.129867e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -11298693.000000 Penalty: 3706.750244
	Iteration 156Q: 3 clusters Score -1.129869e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -11298711.000000 Penalty: 3706.750244
	Iteration 157Q: 3 clusters Score -1.129871e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -11298711.000000 Penalty: 3706.750244
	Iteration 158Q: 3 clusters Score -1.129871e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86278 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -11298710.000000 Penalty: 3706.750244
	Iteration 159Q: 3 clusters Score -1.129871e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86320 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -11298725.000000 Penalty: 3706.750244
	Iteration 160F: 3 clusters Score -1.129872e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -11298734.000000 Penalty: 3706.750244
	Iteration 161Q: 3 clusters Score -1.129873e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -11298718.000000 Penalty: 3706.750244
	Iteration 162Q: 3 clusters Score -1.129872e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -11298729.000000 Penalty: 3706.750244
	Iteration 163Q: 3 clusters Score -1.129873e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -11298728.000000 Penalty: 3706.750244
	Iteration 164Q: 3 clusters Score -1.129873e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -11298721.000000 Penalty: 3706.750244
	Iteration 165Q: 3 clusters Score -1.129872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86489 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -11298714.000000 Penalty: 3706.750244
	Iteration 166Q: 3 clusters Score -1.129871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -11298707.000000 Penalty: 3706.750244
	Iteration 167Q: 3 clusters Score -1.129871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -11298708.000000 Penalty: 3706.750244
	Iteration 168Q: 3 clusters Score -1.129871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -11298700.000000 Penalty: 3706.750244
	Iteration 169Q: 3 clusters Score -1.12987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -11298700.000000 Penalty: 3706.750244
	Iteration 170Q: 3 clusters Score -1.12987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -11298679.000000 Penalty: 3706.750244
	Iteration 171Q: 3 clusters Score -1.129868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -11298689.000000 Penalty: 3706.750244
	Iteration 172Q: 3 clusters Score -1.129869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86605 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -11298686.000000 Penalty: 3706.750244
	Iteration 173Q: 3 clusters Score -1.129869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -11298700.000000 Penalty: 3706.750244
	Iteration 174Q: 3 clusters Score -1.12987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -11298703.000000 Penalty: 3706.750244
	Iteration 175Q: 3 clusters Score -1.12987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -11298693.000000 Penalty: 3706.750244
	Iteration 176Q: 3 clusters Score -1.129869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -11298684.000000 Penalty: 3706.750244
	Iteration 177Q: 3 clusters Score -1.129868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -11298694.000000 Penalty: 3706.750244
	Iteration 178Q: 3 clusters Score -1.129869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -11298700.000000 Penalty: 3706.750244
	Iteration 179Q: 3 clusters Score -1.12987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -11298693.000000 Penalty: 3706.750244
	Iteration 180F: 3 clusters Score -1.129869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11298689.000000 Penalty: 3706.750244
	Iteration 181Q: 3 clusters Score -1.129869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -11298697.000000 Penalty: 3706.750244
	Iteration 182Q: 3 clusters Score -1.12987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -11298687.000000 Penalty: 3706.750244
	Iteration 183Q: 3 clusters Score -1.129869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -11298674.000000 Penalty: 3706.750244
	Iteration 184Q: 3 clusters Score -1.129867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -11298672.000000 Penalty: 3706.750244
	Iteration 185Q: 3 clusters Score -1.129867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -11298679.000000 Penalty: 3706.750244
	Iteration 186Q: 3 clusters Score -1.129868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -11298685.000000 Penalty: 3706.750244
	Iteration 187Q: 3 clusters Score -1.129868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -11298682.000000 Penalty: 3706.750244
	Iteration 188Q: 3 clusters Score -1.129868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -11298682.000000 Penalty: 3706.750244
	Iteration 189F: 3 clusters Score -1.129868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -46513.531250 Penalty: 1008.568604
	Iteration 0F: 2 clusters Score -46513.53 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 248 members 
Entering Unmasked Estep 
Score: -45485.199219 Penalty: 2017.137207
	Iteration 0F: 3 clusters Score -45485.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45867.171875 Penalty: 2017.137207
	Iteration 1F: 3 clusters Score -45867.17 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46085.304688 Penalty: 2017.137207
	Iteration 2F: 3 clusters Score -46085.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46247.050781 Penalty: 2017.137207
	Iteration 3F: 3 clusters Score -46247.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46391.167969 Penalty: 2017.137207
	Iteration 4F: 3 clusters Score -46391.17 nChanged 21
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: -46486.128906 Penalty: 2017.137207
	Iteration 5Q: 3 clusters Score -46486.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46533.492188 Penalty: 2017.137207
	Iteration 6Q: 3 clusters Score -46533.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46558.660156 Penalty: 2017.137207
	Iteration 7Q: 3 clusters Score -46558.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46568.578125 Penalty: 2017.137207
	Iteration 8Q: 3 clusters Score -46568.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46575.085938 Penalty: 2017.137207
	Iteration 9Q: 3 clusters Score -46575.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46580.093750 Penalty: 2017.137207
	Iteration 10Q: 3 clusters Score -46580.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46582.003906 Penalty: 2017.137207
	Iteration 11Q: 3 clusters Score -46582 nChanged 1
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: -46584.855469 Penalty: 2017.137207
	Iteration 12Q: 3 clusters Score -46584.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46589.593750 Penalty: 2017.137207
	Iteration 13Q: 3 clusters Score -46589.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46591.851562 Penalty: 2017.137207
	Iteration 14Q: 3 clusters Score -46591.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46593.613281 Penalty: 2017.137207
	Iteration 15F: 3 clusters Score -46593.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46611.597656 Penalty: 2017.137207
	Iteration 16Q: 3 clusters Score -46611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46625.425781 Penalty: 2017.137207
	Iteration 17Q: 3 clusters Score -46625.43 nChanged 7
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: -46670.308594 Penalty: 2017.137207
	Iteration 18Q: 3 clusters Score -46670.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46700.503906 Penalty: 2017.137207
	Iteration 19Q: 3 clusters Score -46700.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46721.605469 Penalty: 2017.137207
	Iteration 20F: 3 clusters Score -46721.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46727.714844 Penalty: 2017.137207
	Iteration 21Q: 3 clusters Score -46727.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46735.226562 Penalty: 2017.137207
	Iteration 22Q: 3 clusters Score -46735.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46737.503906 Penalty: 2017.137207
	Iteration 23Q: 3 clusters Score -46737.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46744.085938 Penalty: 2017.137207
	Iteration 24Q: 3 clusters Score -46744.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46755.460938 Penalty: 2017.137207
	Iteration 25Q: 3 clusters Score -46755.46 nChanged 4
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: -46762.609375 Penalty: 2017.137207
	Iteration 26Q: 3 clusters Score -46762.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46777.316406 Penalty: 2017.137207
	Iteration 27Q: 3 clusters Score -46777.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46777.316406 Penalty: 2017.137207
	Iteration 28F: 3 clusters Score -46777.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 93668 members 
Mstep: Class 3 contains 89676 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28723 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 50046 members 
Mstep: Class 8 contains 94122 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13989 members 
Mstep: Class 11 contains 6738 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 105848 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 9799 members 
Mstep: Class 20 contains 92727 members 
Mstep: Class 21 contains 16086 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51104 members 
Mstep: Class 25 contains 16448 members 
Mstep: Class 26 contains 89804 members 
Mstep: Class 27 contains 191 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7813 members 
Mstep: Class 30 contains 2005 members 
Mstep: Class 31 contains 6105 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 305 members 
Entering Unmasked Estep 
Score: -102223320.000000 Penalty: 75375.343750
Splitting cluster 27 changes total score from -102224320.000000 to -102223320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -8468.896484 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -8468.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7876.133301 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -7876.133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7940.812500 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -7940.812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7970.830078 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -7970.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7977.610352 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -7977.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7984.355469 Penalty: 1645.343384
	Iteration 4Q: 3 clusters Score -7984.355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7984.355469 Penalty: 1645.343384
	Iteration 5F: 3 clusters Score -7984.355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -945610.500000 Penalty: 1456.575928
	Iteration 0F: 2 clusters Score -945610.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -939784.250000 Penalty: 2913.151855
	Iteration 0F: 3 clusters Score -939784.2 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -941689.500000 Penalty: 2913.151855
	Iteration 1F: 3 clusters Score -941689.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -941991.187500 Penalty: 2913.151855
	Iteration 2F: 3 clusters Score -941991.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -942233.875000 Penalty: 2913.151855
	Iteration 3F: 3 clusters Score -942233.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -942422.875000 Penalty: 2913.151855
	Iteration 4Q: 3 clusters Score -942422.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -942605.437500 Penalty: 2913.151855
	Iteration 5Q: 3 clusters Score -942605.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -942818.625000 Penalty: 2913.151855
	Iteration 6Q: 3 clusters Score -942818.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -943043.187500 Penalty: 2913.151855
	Iteration 7Q: 3 clusters Score -943043.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -943227.750000 Penalty: 2913.151855
	Iteration 8Q: 3 clusters Score -943227.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -943361.562500 Penalty: 2913.151855
	Iteration 9Q: 3 clusters Score -943361.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -943444.500000 Penalty: 2913.151855
	Iteration 10Q: 3 clusters Score -943444.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -943504.750000 Penalty: 2913.151855
	Iteration 11Q: 3 clusters Score -943504.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -943543.562500 Penalty: 2913.151855
	Iteration 12Q: 3 clusters Score -943543.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -943582.062500 Penalty: 2913.151855
	Iteration 13Q: 3 clusters Score -943582.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -943613.500000 Penalty: 2913.151855
	Iteration 14Q: 3 clusters Score -943613.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -943640.187500 Penalty: 2913.151855
	Iteration 15Q: 3 clusters Score -943640.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -943656.062500 Penalty: 2913.151855
	Iteration 16Q: 3 clusters Score -943656.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -943674.937500 Penalty: 2913.151855
	Iteration 17Q: 3 clusters Score -943674.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -943682.437500 Penalty: 2913.151855
	Iteration 18Q: 3 clusters Score -943682.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -943688.625000 Penalty: 2913.151855
	Iteration 19Q: 3 clusters Score -943688.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -943695.375000 Penalty: 2913.151855
	Iteration 20F: 3 clusters Score -943695.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -943699.562500 Penalty: 2913.151855
	Iteration 21Q: 3 clusters Score -943699.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -943704.562500 Penalty: 2913.151855
	Iteration 22Q: 3 clusters Score -943704.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -943706.937500 Penalty: 2913.151855
	Iteration 23Q: 3 clusters Score -943706.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -943710.812500 Penalty: 2913.151855
	Iteration 24Q: 3 clusters Score -943710.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -943713.375000 Penalty: 2913.151855
	Iteration 25Q: 3 clusters Score -943713.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -943718.250000 Penalty: 2913.151855
	Iteration 26Q: 3 clusters Score -943718.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -943724.750000 Penalty: 2913.151855
	Iteration 27Q: 3 clusters Score -943724.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -943727.687500 Penalty: 2913.151855
	Iteration 28Q: 3 clusters Score -943727.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -943735.687500 Penalty: 2913.151855
	Iteration 29Q: 3 clusters Score -943735.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -943742.687500 Penalty: 2913.151855
	Iteration 30Q: 3 clusters Score -943742.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -943754.875000 Penalty: 2913.151855
	Iteration 31Q: 3 clusters Score -943754.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -943765.875000 Penalty: 2913.151855
	Iteration 32Q: 3 clusters Score -943765.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -943774.312500 Penalty: 2913.151855
	Iteration 33Q: 3 clusters Score -943774.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -943784.625000 Penalty: 2913.151855
	Iteration 34Q: 3 clusters Score -943784.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -943796.937500 Penalty: 2913.151855
	Iteration 35Q: 3 clusters Score -943796.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -943804.062500 Penalty: 2913.151855
	Iteration 36Q: 3 clusters Score -943804.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -943809.625000 Penalty: 2913.151855
	Iteration 37Q: 3 clusters Score -943809.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -943819.375000 Penalty: 2913.151855
	Iteration 38Q: 3 clusters Score -943819.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -943829.500000 Penalty: 2913.151855
	Iteration 39Q: 3 clusters Score -943829.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -943840.687500 Penalty: 2913.151855
	Iteration 40F: 3 clusters Score -943840.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -943847.250000 Penalty: 2913.151855
	Iteration 41Q: 3 clusters Score -943847.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -943851.437500 Penalty: 2913.151855
	Iteration 42Q: 3 clusters Score -943851.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -943856.187500 Penalty: 2913.151855
	Iteration 43Q: 3 clusters Score -943856.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -943862.750000 Penalty: 2913.151855
	Iteration 44Q: 3 clusters Score -943862.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -943863.625000 Penalty: 2913.151855
	Iteration 45Q: 3 clusters Score -943863.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -943866.062500 Penalty: 2913.151855
	Iteration 46Q: 3 clusters Score -943866.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -943870.187500 Penalty: 2913.151855
	Iteration 47Q: 3 clusters Score -943870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -943869.500000 Penalty: 2913.151855
	Iteration 48Q: 3 clusters Score -943869.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -943871.750000 Penalty: 2913.151855
	Iteration 49Q: 3 clusters Score -943871.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -943872.187500 Penalty: 2913.151855
	Iteration 50Q: 3 clusters Score -943872.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -943876.500000 Penalty: 2913.151855
	Iteration 51Q: 3 clusters Score -943876.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -943875.875000 Penalty: 2913.151855
	Iteration 52Q: 3 clusters Score -943875.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -943879.375000 Penalty: 2913.151855
	Iteration 53Q: 3 clusters Score -943879.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -943880.312500 Penalty: 2913.151855
	Iteration 54Q: 3 clusters Score -943880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -943880.937500 Penalty: 2913.151855
	Iteration 55Q: 3 clusters Score -943880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -943880.500000 Penalty: 2913.151855
	Iteration 56Q: 3 clusters Score -943880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -943883.000000 Penalty: 2913.151855
	Iteration 57Q: 3 clusters Score -943883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -943881.375000 Penalty: 2913.151855
	Iteration 58Q: 3 clusters Score -943881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -943881.000000 Penalty: 2913.151855
	Iteration 59Q: 3 clusters Score -943881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -943881.750000 Penalty: 2913.151855
	Iteration 60F: 3 clusters Score -943881.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -226675.796875 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -226675.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224604.453125 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -224604.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -225052.265625 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -225052.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -225185.546875 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -225185.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -225315.218750 Penalty: 2471.104736
	Iteration 3F: 3 clusters Score -225315.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -225429.750000 Penalty: 2471.104736
	Iteration 4F: 3 clusters Score -225429.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -225546.203125 Penalty: 2471.104736
	Iteration 5F: 3 clusters Score -225546.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -225668.109375 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -225668.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -225802.078125 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -225802.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -225956.421875 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -225956.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -226101.250000 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -226101.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -226256.328125 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -226256.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -226425.765625 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -226425.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -226520.890625 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -226520.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -226567.796875 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -226567.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -226585.781250 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -226585.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -226603.312500 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -226603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -226615.843750 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -226615.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -226620.265625 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -226620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -226623.562500 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -226623.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -226624.718750 Penalty: 2471.104736
	Iteration 19Q: 3 clusters Score -226624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -226625.312500 Penalty: 2471.104736
	Iteration 20F: 3 clusters Score -226625.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -226625.312500 Penalty: 2471.104736
	Iteration 21Q: 3 clusters Score -226625.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -226625.890625 Penalty: 2471.104736
	Iteration 22Q: 3 clusters Score -226625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -226625.890625 Penalty: 2471.104736
	Iteration 23F: 3 clusters Score -226625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Entering Unmasked Estep 
Score: -730612.375000 Penalty: 1416.490356
	Iteration 0F: 2 clusters Score -730612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -725915.250000 Penalty: 2832.980713
	Iteration 0F: 3 clusters Score -725915.2 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -727236.875000 Penalty: 2832.980713
	Iteration 1F: 3 clusters Score -727236.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -727374.000000 Penalty: 2832.980713
	Iteration 2F: 3 clusters Score -727374 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -727462.500000 Penalty: 2832.980713
	Iteration 3Q: 3 clusters Score -727462.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -727538.875000 Penalty: 2832.980713
	Iteration 4Q: 3 clusters Score -727538.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -727606.375000 Penalty: 2832.980713
	Iteration 5Q: 3 clusters Score -727606.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -727656.937500 Penalty: 2832.980713
	Iteration 6Q: 3 clusters Score -727656.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -727701.375000 Penalty: 2832.980713
	Iteration 7Q: 3 clusters Score -727701.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -727738.500000 Penalty: 2832.980713
	Iteration 8Q: 3 clusters Score -727738.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -727785.375000 Penalty: 2832.980713
	Iteration 9Q: 3 clusters Score -727785.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -727838.562500 Penalty: 2832.980713
	Iteration 10Q: 3 clusters Score -727838.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -727911.812500 Penalty: 2832.980713
	Iteration 11Q: 3 clusters Score -727911.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -727999.750000 Penalty: 2832.980713
	Iteration 12Q: 3 clusters Score -727999.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -728108.125000 Penalty: 2832.980713
	Iteration 13Q: 3 clusters Score -728108.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -728240.750000 Penalty: 2832.980713
	Iteration 14Q: 3 clusters Score -728240.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -728386.375000 Penalty: 2832.980713
	Iteration 15Q: 3 clusters Score -728386.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -728534.812500 Penalty: 2832.980713
	Iteration 16Q: 3 clusters Score -728534.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -728670.187500 Penalty: 2832.980713
	Iteration 17Q: 3 clusters Score -728670.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -728819.812500 Penalty: 2832.980713
	Iteration 18Q: 3 clusters Score -728819.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -728961.937500 Penalty: 2832.980713
	Iteration 19Q: 3 clusters Score -728961.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -729083.562500 Penalty: 2832.980713
	Iteration 20F: 3 clusters Score -729083.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -729164.812500 Penalty: 2832.980713
	Iteration 21Q: 3 clusters Score -729164.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -729232.812500 Penalty: 2832.980713
	Iteration 22Q: 3 clusters Score -729232.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -729289.500000 Penalty: 2832.980713
	Iteration 23Q: 3 clusters Score -729289.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -729327.562500 Penalty: 2832.980713
	Iteration 24Q: 3 clusters Score -729327.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -729364.937500 Penalty: 2832.980713
	Iteration 25Q: 3 clusters Score -729364.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -729409.062500 Penalty: 2832.980713
	Iteration 26Q: 3 clusters Score -729409.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -729435.375000 Penalty: 2832.980713
	Iteration 27Q: 3 clusters Score -729435.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -729451.062500 Penalty: 2832.980713
	Iteration 28Q: 3 clusters Score -729451.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -729461.687500 Penalty: 2832.980713
	Iteration 29Q: 3 clusters Score -729461.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -729474.062500 Penalty: 2832.980713
	Iteration 30Q: 3 clusters Score -729474.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -729483.875000 Penalty: 2832.980713
	Iteration 31Q: 3 clusters Score -729483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -729488.500000 Penalty: 2832.980713
	Iteration 32Q: 3 clusters Score -729488.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -729492.687500 Penalty: 2832.980713
	Iteration 33Q: 3 clusters Score -729492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -729496.437500 Penalty: 2832.980713
	Iteration 34Q: 3 clusters Score -729496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -729498.687500 Penalty: 2832.980713
	Iteration 35Q: 3 clusters Score -729498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -729500.187500 Penalty: 2832.980713
	Iteration 36Q: 3 clusters Score -729500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -729503.687500 Penalty: 2832.980713
	Iteration 37Q: 3 clusters Score -729503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -729509.187500 Penalty: 2832.980713
	Iteration 38Q: 3 clusters Score -729509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -729514.000000 Penalty: 2832.980713
	Iteration 39Q: 3 clusters Score -729514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -729518.812500 Penalty: 2832.980713
	Iteration 40F: 3 clusters Score -729518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -729522.625000 Penalty: 2832.980713
	Iteration 41Q: 3 clusters Score -729522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -729525.437500 Penalty: 2832.980713
	Iteration 42Q: 3 clusters Score -729525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -729529.187500 Penalty: 2832.980713
	Iteration 43Q: 3 clusters Score -729529.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -729532.312500 Penalty: 2832.980713
	Iteration 44Q: 3 clusters Score -729532.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -729540.562500 Penalty: 2832.980713
	Iteration 45Q: 3 clusters Score -729540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -729546.625000 Penalty: 2832.980713
	Iteration 46Q: 3 clusters Score -729546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -729549.187500 Penalty: 2832.980713
	Iteration 47Q: 3 clusters Score -729549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -729549.500000 Penalty: 2832.980713
	Iteration 48Q: 3 clusters Score -729549.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -729549.500000 Penalty: 2832.980713
	Iteration 49F: 3 clusters Score -729549.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -18562.521484 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -18562.52 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 127 members 
Entering Unmasked Estep 
Score: -17832.781250 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -17832.78 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18009.253906 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18009.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18133.962891 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18133.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18230.476562 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -18230.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18242.564453 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -18242.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18270.210938 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18270.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18279.296875 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18284.695312 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18284.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18284.695312 Penalty: 1827.805786
	Iteration 8F: 3 clusters Score -18284.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -166756.609375 Penalty: 1188.831055
	Iteration 0F: 2 clusters Score -166756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -164996.781250 Penalty: 2377.662109
	Iteration 0F: 3 clusters Score -164996.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -165416.578125 Penalty: 2377.662109
	Iteration 1F: 3 clusters Score -165416.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165539.875000 Penalty: 2377.662109
	Iteration 2F: 3 clusters Score -165539.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -165612.640625 Penalty: 2377.662109
	Iteration 3Q: 3 clusters Score -165612.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -165666.718750 Penalty: 2377.662109
	Iteration 4Q: 3 clusters Score -165666.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -165713.515625 Penalty: 2377.662109
	Iteration 5Q: 3 clusters Score -165713.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -165773.578125 Penalty: 2377.662109
	Iteration 6Q: 3 clusters Score -165773.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -165873.406250 Penalty: 2377.662109
	Iteration 7F: 3 clusters Score -165873.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -165994.156250 Penalty: 2377.662109
	Iteration 8Q: 3 clusters Score -165994.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -166135.656250 Penalty: 2377.662109
	Iteration 9F: 3 clusters Score -166135.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -166222.625000 Penalty: 2377.662109
	Iteration 10Q: 3 clusters Score -166222.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -166273.781250 Penalty: 2377.662109
	Iteration 11Q: 3 clusters Score -166273.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -166314.937500 Penalty: 2377.662109
	Iteration 12Q: 3 clusters Score -166314.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -166342.281250 Penalty: 2377.662109
	Iteration 13Q: 3 clusters Score -166342.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -166356.500000 Penalty: 2377.662109
	Iteration 14Q: 3 clusters Score -166356.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -166362.906250 Penalty: 2377.662109
	Iteration 15Q: 3 clusters Score -166362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -166369.468750 Penalty: 2377.662109
	Iteration 16Q: 3 clusters Score -166369.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -166376.156250 Penalty: 2377.662109
	Iteration 17Q: 3 clusters Score -166376.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -166381.296875 Penalty: 2377.662109
	Iteration 18Q: 3 clusters Score -166381.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -166386.375000 Penalty: 2377.662109
	Iteration 19Q: 3 clusters Score -166386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -166389.109375 Penalty: 2377.662109
	Iteration 20F: 3 clusters Score -166389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -166391.046875 Penalty: 2377.662109
	Iteration 21Q: 3 clusters Score -166391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -166391.781250 Penalty: 2377.662109
	Iteration 22Q: 3 clusters Score -166391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -166391.781250 Penalty: 2377.662109
	Iteration 23F: 3 clusters Score -166391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 93668 members 
Mstep: Class 3 contains 89676 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28723 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 50046 members 
Mstep: Class 8 contains 94122 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13989 members 
Mstep: Class 11 contains 6738 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 105848 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 9799 members 
Mstep: Class 20 contains 92727 members 
Mstep: Class 21 contains 16086 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51104 members 
Mstep: Class 25 contains 16448 members 
Mstep: Class 26 contains 89804 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7813 members 
Mstep: Class 30 contains 2005 members 
Mstep: Class 31 contains 6105 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224304.000000 Penalty: 73158.421875
Iteration 159Q: 34 clusters Score -1.022243e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 93543 members 
Mstep: Class 3 contains 89770 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28706 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 50041 members 
Mstep: Class 8 contains 94113 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13988 members 
Mstep: Class 11 contains 6741 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 105764 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5334 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 9802 members 
Mstep: Class 20 contains 92820 members 
Mstep: Class 21 contains 15925 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51092 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 89937 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7812 members 
Mstep: Class 30 contains 2007 members 
Mstep: Class 31 contains 6123 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223936.000000 Penalty: 73158.421875
Iteration 160F: 34 clusters Score -1.022239e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 93454 members 
Mstep: Class 3 contains 89838 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28680 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 50035 members 
Mstep: Class 8 contains 94112 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 6746 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 105602 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5329 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3595 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 9805 members 
Mstep: Class 20 contains 92940 members 
Mstep: Class 21 contains 15772 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51076 members 
Mstep: Class 25 contains 16603 members 
Mstep: Class 26 contains 90077 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 2008 members 
Mstep: Class 31 contains 6142 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224136.000000 Penalty: 73158.421875
Iteration 161Q: 34 clusters Score -1.022241e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 93386 members 
Mstep: Class 3 contains 89933 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28655 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 50027 members 
Mstep: Class 8 contains 94099 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14010 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 105474 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5327 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3594 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 9808 members 
Mstep: Class 20 contains 93041 members 
Mstep: Class 21 contains 15622 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51073 members 
Mstep: Class 25 contains 16661 members 
Mstep: Class 26 contains 90197 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7809 members 
Mstep: Class 30 contains 2008 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224280.000000 Penalty: 73158.421875
Iteration 162Q: 34 clusters Score -1.022243e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 93278 members 
Mstep: Class 3 contains 90053 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28634 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 50014 members 
Mstep: Class 8 contains 94099 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14020 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 105359 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5324 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3592 members 
Mstep: Class 18 contains 3364 members 
Mstep: Class 19 contains 9810 members 
Mstep: Class 20 contains 93151 members 
Mstep: Class 21 contains 15490 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51056 members 
Mstep: Class 25 contains 16732 members 
Mstep: Class 26 contains 90297 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 2007 members 
Mstep: Class 31 contains 6189 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224224.000000 Penalty: 73158.421875
Iteration 163Q: 34 clusters Score -1.022242e+08 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 93217 members 
Mstep: Class 3 contains 90157 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28617 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 50003 members 
Mstep: Class 8 contains 94097 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14024 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 105208 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5323 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 3360 members 
Mstep: Class 19 contains 9815 members 
Mstep: Class 20 contains 93267 members 
Mstep: Class 21 contains 15363 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51048 members 
Mstep: Class 25 contains 16805 members 
Mstep: Class 26 contains 90376 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 2007 members 
Mstep: Class 31 contains 6214 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223968.000000 Penalty: 73158.421875
Iteration 164Q: 34 clusters Score -1.02224e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 93149 members 
Mstep: Class 3 contains 90249 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28608 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 49986 members 
Mstep: Class 8 contains 94111 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14032 members 
Mstep: Class 11 contains 6750 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 105049 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5316 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 3363 members 
Mstep: Class 19 contains 9823 members 
Mstep: Class 20 contains 93425 members 
Mstep: Class 21 contains 15256 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 51023 members 
Mstep: Class 25 contains 16867 members 
Mstep: Class 26 contains 90433 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7812 members 
Mstep: Class 30 contains 2008 members 
Mstep: Class 31 contains 6238 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223736.000000 Penalty: 73158.421875
Iteration 165Q: 34 clusters Score -1.022237e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 93073 members 
Mstep: Class 3 contains 90328 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 49991 members 
Mstep: Class 8 contains 94103 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14037 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 104893 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 9824 members 
Mstep: Class 20 contains 93610 members 
Mstep: Class 21 contains 15139 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 50996 members 
Mstep: Class 25 contains 16953 members 
Mstep: Class 26 contains 90477 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 2009 members 
Mstep: Class 31 contains 6252 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223944.000000 Penalty: 73158.421875
Iteration 166Q: 34 clusters Score -1.022239e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 93032 members 
Mstep: Class 3 contains 90407 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28577 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 49991 members 
Mstep: Class 8 contains 94110 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14042 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 104719 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3592 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 9829 members 
Mstep: Class 20 contains 93804 members 
Mstep: Class 21 contains 15008 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 50975 members 
Mstep: Class 25 contains 17002 members 
Mstep: Class 26 contains 90510 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223896.000000 Penalty: 73158.421875
Iteration 167Q: 34 clusters Score -1.022239e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 92989 members 
Mstep: Class 3 contains 90480 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28555 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 49993 members 
Mstep: Class 8 contains 94120 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14048 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 104501 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5303 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 9834 members 
Mstep: Class 20 contains 94020 members 
Mstep: Class 21 contains 14887 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 50936 members 
Mstep: Class 25 contains 17100 members 
Mstep: Class 26 contains 90547 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223296.000000 Penalty: 73158.421875
Iteration 168Q: 34 clusters Score -1.022233e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 92908 members 
Mstep: Class 3 contains 90582 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28539 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 49999 members 
Mstep: Class 8 contains 94118 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14053 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 104272 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5303 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3589 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 94251 members 
Mstep: Class 21 contains 14754 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 50902 members 
Mstep: Class 25 contains 17187 members 
Mstep: Class 26 contains 90585 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7809 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 6287 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223568.000000 Penalty: 73158.421875
Iteration 169Q: 34 clusters Score -1.022236e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 92771 members 
Mstep: Class 3 contains 90709 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28521 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 50008 members 
Mstep: Class 8 contains 94122 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 6778 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 104093 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5302 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 9850 members 
Mstep: Class 20 contains 94502 members 
Mstep: Class 21 contains 14602 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 50864 members 
Mstep: Class 25 contains 17262 members 
Mstep: Class 26 contains 90599 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 6301 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1501 members 
Entering Unmasked Estep 
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Iteration 170Q: 34 clusters Score -1.022234e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 92659 members 
Mstep: Class 3 contains 90787 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28511 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 50016 members 
Mstep: Class 8 contains 94136 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14069 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 103962 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3589 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 9856 members 
Mstep: Class 20 contains 94749 members 
Mstep: Class 21 contains 14424 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 50832 members 
Mstep: Class 25 contains 17342 members 
Mstep: Class 26 contains 90599 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 6319 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
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Iteration 171Q: 34 clusters Score -1.022232e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 92463 members 
Mstep: Class 3 contains 90902 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28497 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 50016 members 
Mstep: Class 8 contains 94162 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14072 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 3395 members 
Mstep: Class 13 contains 103786 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 95000 members 
Mstep: Class 21 contains 14270 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 50792 members 
Mstep: Class 25 contains 17437 members 
Mstep: Class 26 contains 90629 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 6336 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
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Iteration 172Q: 34 clusters Score -1.022231e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 92231 members 
Mstep: Class 3 contains 91039 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28491 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 50030 members 
Mstep: Class 8 contains 94175 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 6798 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 103648 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5301 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 95257 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 50765 members 
Mstep: Class 25 contains 17486 members 
Mstep: Class 26 contains 90664 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7808 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6352 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
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Iteration 173Q: 34 clusters Score -1.022231e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 91980 members 
Mstep: Class 3 contains 91158 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28478 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 50039 members 
Mstep: Class 8 contains 94193 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14086 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 3414 members 
Mstep: Class 13 contains 103493 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5298 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3585 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 95558 members 
Mstep: Class 21 contains 13951 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 50742 members 
Mstep: Class 25 contains 17542 members 
Mstep: Class 26 contains 90718 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7808 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6364 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
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Iteration 174Q: 34 clusters Score -1.022229e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 91692 members 
Mstep: Class 3 contains 91305 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28471 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 50049 members 
Mstep: Class 8 contains 94219 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14083 members 
Mstep: Class 11 contains 6807 members 
Mstep: Class 12 contains 3414 members 
Mstep: Class 13 contains 103327 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5294 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3583 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 9872 members 
Mstep: Class 20 contains 95855 members 
Mstep: Class 21 contains 13785 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 50727 members 
Mstep: Class 25 contains 17640 members 
Mstep: Class 26 contains 90765 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7807 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6380 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
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Iteration 175Q: 34 clusters Score -1.022231e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 91394 members 
Mstep: Class 3 contains 91480 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28459 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 50063 members 
Mstep: Class 8 contains 94208 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14063 members 
Mstep: Class 11 contains 6810 members 
Mstep: Class 12 contains 3419 members 
Mstep: Class 13 contains 103191 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5294 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 9876 members 
Mstep: Class 20 contains 96162 members 
Mstep: Class 21 contains 13602 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 50717 members 
Mstep: Class 25 contains 17747 members 
Mstep: Class 26 contains 90789 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Entering Unmasked Estep 
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Iteration 176Q: 34 clusters Score -1.022232e+08 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 91127 members 
Mstep: Class 3 contains 91596 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28452 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 50062 members 
Mstep: Class 8 contains 94198 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14050 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 3420 members 
Mstep: Class 13 contains 103042 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5293 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3585 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 9882 members 
Mstep: Class 20 contains 96494 members 
Mstep: Class 21 contains 13413 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50714 members 
Mstep: Class 25 contains 17888 members 
Mstep: Class 26 contains 90797 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7812 members 
Mstep: Class 30 contains 2017 members 
Mstep: Class 31 contains 6394 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
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Iteration 177Q: 34 clusters Score -1.022233e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 90743 members 
Mstep: Class 3 contains 91677 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28442 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 50061 members 
Mstep: Class 8 contains 94222 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14045 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 3422 members 
Mstep: Class 13 contains 102955 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5288 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 96878 members 
Mstep: Class 21 contains 13207 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50694 members 
Mstep: Class 25 contains 18047 members 
Mstep: Class 26 contains 90784 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7814 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 6397 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
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Iteration 178Q: 34 clusters Score -1.022234e+08 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 90379 members 
Mstep: Class 3 contains 91752 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28433 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 50060 members 
Mstep: Class 8 contains 94252 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14037 members 
Mstep: Class 11 contains 6847 members 
Mstep: Class 12 contains 3426 members 
Mstep: Class 13 contains 102829 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 5284 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 9890 members 
Mstep: Class 20 contains 97282 members 
Mstep: Class 21 contains 13021 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50676 members 
Mstep: Class 25 contains 18219 members 
Mstep: Class 26 contains 90753 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7817 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 6402 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
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Iteration 179Q: 34 clusters Score -1.022232e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 90153 members 
Mstep: Class 3 contains 91717 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28431 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 50067 members 
Mstep: Class 8 contains 94283 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14025 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 102663 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 9894 members 
Mstep: Class 20 contains 97702 members 
Mstep: Class 21 contains 12821 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50670 members 
Mstep: Class 25 contains 18388 members 
Mstep: Class 26 contains 90724 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7817 members 
Mstep: Class 30 contains 2024 members 
Mstep: Class 31 contains 6407 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
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Iteration 180F: 34 clusters Score -1.022234e+08 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 89954 members 
Mstep: Class 3 contains 91734 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28433 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 50070 members 
Mstep: Class 8 contains 94297 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14027 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 102457 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 3364 members 
Mstep: Class 19 contains 9899 members 
Mstep: Class 20 contains 98100 members 
Mstep: Class 21 contains 12615 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50667 members 
Mstep: Class 25 contains 18559 members 
Mstep: Class 26 contains 90691 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7820 members 
Mstep: Class 30 contains 2023 members 
Mstep: Class 31 contains 6411 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
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Iteration 181Q: 34 clusters Score -1.022237e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 89778 members 
Mstep: Class 3 contains 91772 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28435 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 50073 members 
Mstep: Class 8 contains 94344 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14026 members 
Mstep: Class 11 contains 6864 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 102231 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5274 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 3362 members 
Mstep: Class 19 contains 9908 members 
Mstep: Class 20 contains 98430 members 
Mstep: Class 21 contains 12402 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50646 members 
Mstep: Class 25 contains 18749 members 
Mstep: Class 26 contains 90652 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7822 members 
Mstep: Class 30 contains 2025 members 
Mstep: Class 31 contains 6415 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Entering Unmasked Estep 
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Iteration 182Q: 34 clusters Score -1.022235e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 89656 members 
Mstep: Class 3 contains 91772 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28439 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 50082 members 
Mstep: Class 8 contains 94327 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 102012 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5274 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 9910 members 
Mstep: Class 20 contains 98774 members 
Mstep: Class 21 contains 12187 members 
Mstep: Class 22 contains 2922 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50632 members 
Mstep: Class 25 contains 18966 members 
Mstep: Class 26 contains 90633 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7816 members 
Mstep: Class 30 contains 2025 members 
Mstep: Class 31 contains 6422 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
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Iteration 183Q: 34 clusters Score -1.022234e+08 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 89468 members 
Mstep: Class 3 contains 91809 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28441 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 50096 members 
Mstep: Class 8 contains 94335 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13984 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 101800 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5271 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 3365 members 
Mstep: Class 19 contains 9916 members 
Mstep: Class 20 contains 99085 members 
Mstep: Class 21 contains 11984 members 
Mstep: Class 22 contains 2924 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50603 members 
Mstep: Class 25 contains 19204 members 
Mstep: Class 26 contains 90653 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7812 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 6424 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
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Iteration 184Q: 34 clusters Score -1.022236e+08 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 89245 members 
Mstep: Class 3 contains 91884 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28450 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 50092 members 
Mstep: Class 8 contains 94354 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13961 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 101558 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5270 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3597 members 
Mstep: Class 18 contains 3370 members 
Mstep: Class 19 contains 9927 members 
Mstep: Class 20 contains 99338 members 
Mstep: Class 21 contains 11765 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50581 members 
Mstep: Class 25 contains 19474 members 
Mstep: Class 26 contains 90673 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7809 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 6426 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Entering Unmasked Estep 
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Iteration 185Q: 34 clusters Score -1.022236e+08 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 88932 members 
Mstep: Class 3 contains 92003 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28476 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 50098 members 
Mstep: Class 8 contains 94384 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13935 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 101362 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5268 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3600 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 9935 members 
Mstep: Class 20 contains 99581 members 
Mstep: Class 21 contains 11570 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50566 members 
Mstep: Class 25 contains 19720 members 
Mstep: Class 26 contains 90673 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7812 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 6433 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Entering Unmasked Estep 
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Iteration 186Q: 34 clusters Score -1.022237e+08 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 88791 members 
Mstep: Class 3 contains 92058 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28503 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 50108 members 
Mstep: Class 8 contains 94386 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13903 members 
Mstep: Class 11 contains 6906 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 101062 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 3370 members 
Mstep: Class 19 contains 9941 members 
Mstep: Class 20 contains 99789 members 
Mstep: Class 21 contains 11372 members 
Mstep: Class 22 contains 2925 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50560 members 
Mstep: Class 25 contains 20014 members 
Mstep: Class 26 contains 90684 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7813 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
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Iteration 187Q: 34 clusters Score -1.022236e+08 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 88689 members 
Mstep: Class 3 contains 92055 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 28540 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 50118 members 
Mstep: Class 8 contains 94363 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13892 members 
Mstep: Class 11 contains 6911 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 13 contains 100854 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 9949 members 
Mstep: Class 20 contains 99961 members 
Mstep: Class 21 contains 11137 members 
Mstep: Class 22 contains 2925 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50567 members 
Mstep: Class 25 contains 20315 members 
Mstep: Class 26 contains 90669 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7814 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 6450 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223952.000000 Penalty: 73158.421875
Iteration 188Q: 34 clusters Score -1.02224e+08 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 88548 members 
Mstep: Class 3 contains 91981 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 50124 members 
Mstep: Class 8 contains 94349 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13874 members 
Mstep: Class 11 contains 6921 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 100662 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 9963 members 
Mstep: Class 20 contains 100158 members 
Mstep: Class 21 contains 10909 members 
Mstep: Class 22 contains 2925 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50561 members 
Mstep: Class 25 contains 20671 members 
Mstep: Class 26 contains 90662 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7814 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 6464 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224424.000000 Penalty: 73158.421875
Iteration 189Q: 34 clusters Score -1.022244e+08 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 88345 members 
Mstep: Class 3 contains 91953 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28625 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 50135 members 
Mstep: Class 8 contains 94342 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13860 members 
Mstep: Class 11 contains 6929 members 
Mstep: Class 12 contains 3478 members 
Mstep: Class 13 contains 100496 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 9966 members 
Mstep: Class 20 contains 100362 members 
Mstep: Class 21 contains 10698 members 
Mstep: Class 22 contains 2924 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50548 members 
Mstep: Class 25 contains 21028 members 
Mstep: Class 26 contains 90666 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7814 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 6480 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224440.000000 Penalty: 73158.421875
Iteration 190Q: 34 clusters Score -1.022244e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 88098 members 
Mstep: Class 3 contains 91948 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28671 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 50148 members 
Mstep: Class 8 contains 94319 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13836 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 12 contains 3493 members 
Mstep: Class 13 contains 100312 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3617 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 9970 members 
Mstep: Class 20 contains 100564 members 
Mstep: Class 21 contains 10485 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 50539 members 
Mstep: Class 25 contains 21403 members 
Mstep: Class 26 contains 90680 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224504.000000 Penalty: 73158.421875
Iteration 191Q: 34 clusters Score -1.022245e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 87816 members 
Mstep: Class 3 contains 91942 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28713 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 50160 members 
Mstep: Class 8 contains 94294 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 13823 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 12 contains 3496 members 
Mstep: Class 13 contains 100106 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5268 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 3381 members 
Mstep: Class 19 contains 9969 members 
Mstep: Class 20 contains 100781 members 
Mstep: Class 21 contains 10309 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 50517 members 
Mstep: Class 25 contains 21789 members 
Mstep: Class 26 contains 90709 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 6510 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224952.000000 Penalty: 73158.421875
Iteration 192Q: 34 clusters Score -1.02225e+08 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 87565 members 
Mstep: Class 3 contains 91908 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28753 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 50175 members 
Mstep: Class 8 contains 94247 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 3501 members 
Mstep: Class 13 contains 99977 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 3381 members 
Mstep: Class 19 contains 9973 members 
Mstep: Class 20 contains 100971 members 
Mstep: Class 21 contains 10127 members 
Mstep: Class 22 contains 2925 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50503 members 
Mstep: Class 25 contains 22190 members 
Mstep: Class 26 contains 90707 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7808 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 6524 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225128.000000 Penalty: 73158.421875
Iteration 193Q: 34 clusters Score -1.022251e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 87385 members 
Mstep: Class 3 contains 91803 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28779 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 50187 members 
Mstep: Class 8 contains 94226 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13786 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 99825 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 3389 members 
Mstep: Class 19 contains 9975 members 
Mstep: Class 20 contains 101152 members 
Mstep: Class 21 contains 9953 members 
Mstep: Class 22 contains 2925 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50465 members 
Mstep: Class 25 contains 22605 members 
Mstep: Class 26 contains 90694 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7805 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 6532 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225120.000000 Penalty: 73158.421875
Iteration 194Q: 34 clusters Score -1.022251e+08 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 87257 members 
Mstep: Class 3 contains 91700 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28813 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 50193 members 
Mstep: Class 8 contains 94190 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13769 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 99618 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3627 members 
Mstep: Class 18 contains 3392 members 
Mstep: Class 19 contains 9980 members 
Mstep: Class 20 contains 101312 members 
Mstep: Class 21 contains 9796 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50437 members 
Mstep: Class 25 contains 23069 members 
Mstep: Class 26 contains 90651 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7806 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 6531 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224880.000000 Penalty: 73158.421875
Iteration 195Q: 34 clusters Score -1.022249e+08 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 87004 members 
Mstep: Class 3 contains 91620 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28851 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 50194 members 
Mstep: Class 8 contains 94161 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13756 members 
Mstep: Class 11 contains 6949 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 99466 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5268 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3397 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 101492 members 
Mstep: Class 21 contains 9640 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50409 members 
Mstep: Class 25 contains 23527 members 
Mstep: Class 26 contains 90647 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7804 members 
Mstep: Class 30 contains 2025 members 
Mstep: Class 31 contains 6540 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225264.000000 Penalty: 73158.421875
Iteration 196Q: 34 clusters Score -1.022253e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 86796 members 
Mstep: Class 3 contains 91504 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28890 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 50182 members 
Mstep: Class 8 contains 94128 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13739 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 99309 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 9994 members 
Mstep: Class 20 contains 101645 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50386 members 
Mstep: Class 25 contains 23971 members 
Mstep: Class 26 contains 90669 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7803 members 
Mstep: Class 30 contains 2025 members 
Mstep: Class 31 contains 6548 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225608.000000 Penalty: 73158.421875
Iteration 197Q: 34 clusters Score -1.022256e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 86605 members 
Mstep: Class 3 contains 91418 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28922 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 50183 members 
Mstep: Class 8 contains 94110 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13732 members 
Mstep: Class 11 contains 6950 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 99155 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3631 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 10002 members 
Mstep: Class 20 contains 101769 members 
Mstep: Class 21 contains 9356 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50361 members 
Mstep: Class 25 contains 24394 members 
Mstep: Class 26 contains 90667 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7807 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 6553 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225736.000000 Penalty: 73158.421875
Iteration 198Q: 34 clusters Score -1.022257e+08 nChanged 2811
Entering ConstructFrom: 
Score: -102225736.000000 Penalty: 73158.421875
Entering ConstructFrom: 
Trying to split cluster 1 (38155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Entering Unmasked Estep 
Score: -4628948.000000 Penalty: 1714.279419
	Iteration 0F: 2 clusters Score -4628948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -4603243.500000 Penalty: 3428.558838
	Iteration 0F: 3 clusters Score -4603244 nChanged 17911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4613575.500000 Penalty: 3428.558838
	Iteration 1F: 3 clusters Score -4613576 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -4614160.000000 Penalty: 3428.558838
	Iteration 2Q: 3 clusters Score -4614160 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4614764.500000 Penalty: 3428.558838
	Iteration 3Q: 3 clusters Score -4614764 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4615421.000000 Penalty: 3428.558838
	Iteration 4Q: 3 clusters Score -4615421 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4616255.500000 Penalty: 3428.558838
	Iteration 5Q: 3 clusters Score -4616256 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4617518.000000 Penalty: 3428.558838
	Iteration 6F: 3 clusters Score -4617518 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -4619226.000000 Penalty: 3428.558838
	Iteration 7F: 3 clusters Score -4619226 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -4620930.500000 Penalty: 3428.558838
	Iteration 8F: 3 clusters Score -4620930 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -4622005.000000 Penalty: 3428.558838
	Iteration 9F: 3 clusters Score -4622005 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -4622603.500000 Penalty: 3428.558838
	Iteration 10Q: 3 clusters Score -4622604 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4622921.000000 Penalty: 3428.558838
	Iteration 11Q: 3 clusters Score -4622921 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4623118.500000 Penalty: 3428.558838
	Iteration 12Q: 3 clusters Score -4623118 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -4623270.500000 Penalty: 3428.558838
	Iteration 13Q: 3 clusters Score -4623270 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4623393.000000 Penalty: 3428.558838
	Iteration 14Q: 3 clusters Score -4623393 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -4623509.500000 Penalty: 3428.558838
	Iteration 15Q: 3 clusters Score -4623510 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4623617.000000 Penalty: 3428.558838
	Iteration 16Q: 3 clusters Score -4623617 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -4623745.000000 Penalty: 3428.558838
	Iteration 17Q: 3 clusters Score -4623745 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -4623817.500000 Penalty: 3428.558838
	Iteration 18Q: 3 clusters Score -4623818 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4623885.000000 Penalty: 3428.558838
	Iteration 19Q: 3 clusters Score -4623885 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4623946.000000 Penalty: 3428.558838
	Iteration 20F: 3 clusters Score -4623946 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -4624012.000000 Penalty: 3428.558838
	Iteration 21Q: 3 clusters Score -4624012 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -4624070.000000 Penalty: 3428.558838
	Iteration 22Q: 3 clusters Score -4624070 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4624150.000000 Penalty: 3428.558838
	Iteration 23Q: 3 clusters Score -4624150 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -4624231.000000 Penalty: 3428.558838
	Iteration 24Q: 3 clusters Score -4624231 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -4624274.000000 Penalty: 3428.558838
	Iteration 25Q: 3 clusters Score -4624274 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -4624300.000000 Penalty: 3428.558838
	Iteration 26Q: 3 clusters Score -4624300 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -4624308.000000 Penalty: 3428.558838
	Iteration 27Q: 3 clusters Score -4624308 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4624346.000000 Penalty: 3428.558838
	Iteration 28Q: 3 clusters Score -4624346 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4624349.500000 Penalty: 3428.558838
	Iteration 29Q: 3 clusters Score -4624350 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4624364.500000 Penalty: 3428.558838
	Iteration 30Q: 3 clusters Score -4624364 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4624376.500000 Penalty: 3428.558838
	Iteration 31Q: 3 clusters Score -4624376 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -4624384.500000 Penalty: 3428.558838
	Iteration 32Q: 3 clusters Score -4624384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -4624397.000000 Penalty: 3428.558838
	Iteration 33Q: 3 clusters Score -4624397 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4624398.000000 Penalty: 3428.558838
	Iteration 34Q: 3 clusters Score -4624398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4624398.000000 Penalty: 3428.558838
	Iteration 35Q: 3 clusters Score -4624398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -4624410.500000 Penalty: 3428.558838
	Iteration 36Q: 3 clusters Score -4624410 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -4624427.000000 Penalty: 3428.558838
	Iteration 37Q: 3 clusters Score -4624427 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4624418.000000 Penalty: 3428.558838
	Iteration 38Q: 3 clusters Score -4624418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4624451.500000 Penalty: 3428.558838
	Iteration 39Q: 3 clusters Score -4624452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4624457.500000 Penalty: 3428.558838
	Iteration 40F: 3 clusters Score -4624458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4624468 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4624464.500000 Penalty: 3428.558838
	Iteration 42Q: 3 clusters Score -4624464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4624482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4624488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -4624476.500000 Penalty: 3428.558838
	Iteration 45Q: 3 clusters Score -4624476 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4624478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4624482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4624491.500000 Penalty: 3428.558838
	Iteration 48Q: 3 clusters Score -4624492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4624501 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4624512 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4624530 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4624558 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -4624592.500000 Penalty: 3428.558838
	Iteration 53Q: 3 clusters Score -4624592 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4624630 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4624679.500000 Penalty: 3428.558838
	Iteration 55Q: 3 clusters Score -4624680 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4624725 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4624764 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4624797 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4624858 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -4624891.000000 Penalty: 3428.558838
	Iteration 60F: 3 clusters Score -4624891 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4624952.500000 Penalty: 3428.558838
	Iteration 61Q: 3 clusters Score -4624952 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4624975 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4624997 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4625023.000000 Penalty: 3428.558838
	Iteration 64Q: 3 clusters Score -4625023 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4625036 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4625068 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4625100 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4625148 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4625189.000000 Penalty: 3428.558838
	Iteration 69Q: 3 clusters Score -4625189 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -4625234.500000 Penalty: 3428.558838
	Iteration 70Q: 3 clusters Score -4625234 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4625262.500000 Penalty: 3428.558838
	Iteration 71Q: 3 clusters Score -4625262 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -4625285.500000 Penalty: 3428.558838
	Iteration 72Q: 3 clusters Score -4625286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4625308.000000 Penalty: 3428.558838
	Iteration 73Q: 3 clusters Score -4625308 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4625319.500000 Penalty: 3428.558838
	Iteration 74Q: 3 clusters Score -4625320 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4625349.000000 Penalty: 3428.558838
	Iteration 75Q: 3 clusters Score -4625349 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4625360 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4625391.500000 Penalty: 3428.558838
	Iteration 77Q: 3 clusters Score -4625392 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -4625412.000000 Penalty: 3428.558838
	Iteration 78Q: 3 clusters Score -4625412 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -4625431.000000 Penalty: 3428.558838
	Iteration 79Q: 3 clusters Score -4625431 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4625435.000000 Penalty: 3428.558838
	Iteration 80F: 3 clusters Score -4625435 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4625435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4625439 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -4625451.000000 Penalty: 3428.558838
	Iteration 83Q: 3 clusters Score -4625451 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -4625446.500000 Penalty: 3428.558838
	Iteration 84Q: 3 clusters Score -4625446 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4625486.500000 Penalty: 3428.558838
	Iteration 85Q: 3 clusters Score -4625486 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -4625496.000000 Penalty: 3428.558838
	Iteration 86Q: 3 clusters Score -4625496 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4625514.000000 Penalty: 3428.558838
	Iteration 87Q: 3 clusters Score -4625514 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -4625550.500000 Penalty: 3428.558838
	Iteration 88Q: 3 clusters Score -4625550 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4625590 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4625605.000000 Penalty: 3428.558838
	Iteration 90Q: 3 clusters Score -4625605 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -4625624.500000 Penalty: 3428.558838
	Iteration 91Q: 3 clusters Score -4625624 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -4625645.000000 Penalty: 3428.558838
	Iteration 92Q: 3 clusters Score -4625645 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -4625687.000000 Penalty: 3428.558838
	Iteration 93Q: 3 clusters Score -4625687 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -4625720.000000 Penalty: 3428.558838
	Iteration 94Q: 3 clusters Score -4625720 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -4625756.500000 Penalty: 3428.558838
	Iteration 95Q: 3 clusters Score -4625756 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4625784 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -4625812.500000 Penalty: 3428.558838
	Iteration 97Q: 3 clusters Score -4625812 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4625824 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -4625879.500000 Penalty: 3428.558838
	Iteration 99Q: 3 clusters Score -4625880 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -4625924.500000 Penalty: 3428.558838
	Iteration 100F: 3 clusters Score -4625924 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -4625968.000000 Penalty: 3428.558838
	Iteration 101Q: 3 clusters Score -4625968 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4626007.500000 Penalty: 3428.558838
	Iteration 102Q: 3 clusters Score -4626008 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -4626044.000000 Penalty: 3428.558838
	Iteration 103Q: 3 clusters Score -4626044 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4626066.000000 Penalty: 3428.558838
	Iteration 104Q: 3 clusters Score -4626066 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -4626095.500000 Penalty: 3428.558838
	Iteration 105Q: 3 clusters Score -4626096 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -4626139.500000 Penalty: 3428.558838
	Iteration 106Q: 3 clusters Score -4626140 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -4626173.500000 Penalty: 3428.558838
	Iteration 107Q: 3 clusters Score -4626174 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -4626200.000000 Penalty: 3428.558838
	Iteration 108Q: 3 clusters Score -4626200 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -4626230.500000 Penalty: 3428.558838
	Iteration 109Q: 3 clusters Score -4626230 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -4626271.500000 Penalty: 3428.558838
	Iteration 110Q: 3 clusters Score -4626272 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -4626310.000000 Penalty: 3428.558838
	Iteration 111Q: 3 clusters Score -4626310 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -4626331.500000 Penalty: 3428.558838
	Iteration 112Q: 3 clusters Score -4626332 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -4626371.000000 Penalty: 3428.558838
	Iteration 113Q: 3 clusters Score -4626371 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -4626410.500000 Penalty: 3428.558838
	Iteration 114Q: 3 clusters Score -4626410 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -4626429.500000 Penalty: 3428.558838
	Iteration 115Q: 3 clusters Score -4626430 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4626483.000000 Penalty: 3428.558838
	Iteration 116Q: 3 clusters Score -4626483 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4626507.500000 Penalty: 3428.558838
	Iteration 117Q: 3 clusters Score -4626508 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4626538.500000 Penalty: 3428.558838
	Iteration 118Q: 3 clusters Score -4626538 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -4626561.000000 Penalty: 3428.558838
	Iteration 119Q: 3 clusters Score -4626561 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -4626589.500000 Penalty: 3428.558838
	Iteration 120F: 3 clusters Score -4626590 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -4626612.000000 Penalty: 3428.558838
	Iteration 121Q: 3 clusters Score -4626612 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -4626630.500000 Penalty: 3428.558838
	Iteration 122Q: 3 clusters Score -4626630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -4626637.500000 Penalty: 3428.558838
	Iteration 123Q: 3 clusters Score -4626638 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4626665.000000 Penalty: 3428.558838
	Iteration 124Q: 3 clusters Score -4626665 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -4626682.500000 Penalty: 3428.558838
	Iteration 125Q: 3 clusters Score -4626682 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -4626703.500000 Penalty: 3428.558838
	Iteration 126Q: 3 clusters Score -4626704 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -4626723.500000 Penalty: 3428.558838
	Iteration 127Q: 3 clusters Score -4626724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -4626722.500000 Penalty: 3428.558838
	Iteration 128Q: 3 clusters Score -4626722 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4626720.000000 Penalty: 3428.558838
	Iteration 129Q: 3 clusters Score -4626720 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4626741.500000 Penalty: 3428.558838
	Iteration 130Q: 3 clusters Score -4626742 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4626760.000000 Penalty: 3428.558838
	Iteration 131Q: 3 clusters Score -4626760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4626770.500000 Penalty: 3428.558838
	Iteration 132Q: 3 clusters Score -4626770 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4626784 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -4626794.000000 Penalty: 3428.558838
	Iteration 134Q: 3 clusters Score -4626794 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -4626811.500000 Penalty: 3428.558838
	Iteration 135Q: 3 clusters Score -4626812 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4626825.000000 Penalty: 3428.558838
	Iteration 136Q: 3 clusters Score -4626825 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4626840.000000 Penalty: 3428.558838
	Iteration 137Q: 3 clusters Score -4626840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4626855.500000 Penalty: 3428.558838
	Iteration 138Q: 3 clusters Score -4626856 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -4626872.500000 Penalty: 3428.558838
	Iteration 139Q: 3 clusters Score -4626872 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4626897.500000 Penalty: 3428.558838
	Iteration 140F: 3 clusters Score -4626898 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4626934.500000 Penalty: 3428.558838
	Iteration 141Q: 3 clusters Score -4626934 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4626950.500000 Penalty: 3428.558838
	Iteration 142Q: 3 clusters Score -4626950 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -4626953.000000 Penalty: 3428.558838
	Iteration 143Q: 3 clusters Score -4626953 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4626973.000000 Penalty: 3428.558838
	Iteration 144Q: 3 clusters Score -4626973 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -4626996.000000 Penalty: 3428.558838
	Iteration 145Q: 3 clusters Score -4626996 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4627006.000000 Penalty: 3428.558838
	Iteration 146Q: 3 clusters Score -4627006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4627007.500000 Penalty: 3428.558838
	Iteration 147Q: 3 clusters Score -4627008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -4627012.500000 Penalty: 3428.558838
	Iteration 148Q: 3 clusters Score -4627012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -4627019.000000 Penalty: 3428.558838
	Iteration 149Q: 3 clusters Score -4627019 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -4627023.500000 Penalty: 3428.558838
	Iteration 150Q: 3 clusters Score -4627024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4627031.000000 Penalty: 3428.558838
	Iteration 151Q: 3 clusters Score -4627031 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4627053.500000 Penalty: 3428.558838
	Iteration 152Q: 3 clusters Score -4627054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4627062.500000 Penalty: 3428.558838
	Iteration 153Q: 3 clusters Score -4627062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4627066.000000 Penalty: 3428.558838
	Iteration 154Q: 3 clusters Score -4627066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4627064.000000 Penalty: 3428.558838
	Iteration 155Q: 3 clusters Score -4627064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -4627076.500000 Penalty: 3428.558838
	Iteration 156Q: 3 clusters Score -4627076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4627085.500000 Penalty: 3428.558838
	Iteration 157Q: 3 clusters Score -4627086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -4627078.500000 Penalty: 3428.558838
	Iteration 158Q: 3 clusters Score -4627078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4627074.000000 Penalty: 3428.558838
	Iteration 159Q: 3 clusters Score -4627074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -4627075.500000 Penalty: 3428.558838
	Iteration 160F: 3 clusters Score -4627076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4627064.000000 Penalty: 3428.558838
	Iteration 161Q: 3 clusters Score -4627064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -4627071.000000 Penalty: 3428.558838
	Iteration 162Q: 3 clusters Score -4627071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -4627076.000000 Penalty: 3428.558838
	Iteration 163Q: 3 clusters Score -4627076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4627078.000000 Penalty: 3428.558838
	Iteration 164Q: 3 clusters Score -4627078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4627078.500000 Penalty: 3428.558838
	Iteration 165Q: 3 clusters Score -4627078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -4627076.500000 Penalty: 3428.558838
	Iteration 166Q: 3 clusters Score -4627076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4627069.000000 Penalty: 3428.558838
	Iteration 167Q: 3 clusters Score -4627069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4627079.000000 Penalty: 3428.558838
	Iteration 168Q: 3 clusters Score -4627079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4627076.000000 Penalty: 3428.558838
	Iteration 169Q: 3 clusters Score -4627076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4627070.000000 Penalty: 3428.558838
	Iteration 170Q: 3 clusters Score -4627070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4627074.000000 Penalty: 3428.558838
	Iteration 171Q: 3 clusters Score -4627074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4627081.500000 Penalty: 3428.558838
	Iteration 172Q: 3 clusters Score -4627082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4627080.500000 Penalty: 3428.558838
	Iteration 173Q: 3 clusters Score -4627080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -4627080.500000 Penalty: 3428.558838
	Iteration 174Q: 3 clusters Score -4627080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -4627087.500000 Penalty: 3428.558838
	Iteration 175Q: 3 clusters Score -4627088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4627095.000000 Penalty: 3428.558838
	Iteration 176Q: 3 clusters Score -4627095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4627098.500000 Penalty: 3428.558838
	Iteration 177Q: 3 clusters Score -4627098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4627092.500000 Penalty: 3428.558838
	Iteration 178Q: 3 clusters Score -4627092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -4627089.000000 Penalty: 3428.558838
	Iteration 179Q: 3 clusters Score -4627089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4627091.500000 Penalty: 3428.558838
	Iteration 180F: 3 clusters Score -4627092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4627084.500000 Penalty: 3428.558838
	Iteration 181Q: 3 clusters Score -4627084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4627083.000000 Penalty: 3428.558838
	Iteration 182Q: 3 clusters Score -4627083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4627087.000000 Penalty: 3428.558838
	Iteration 183Q: 3 clusters Score -4627087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -4627094.500000 Penalty: 3428.558838
	Iteration 184Q: 3 clusters Score -4627094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -4627091.000000 Penalty: 3428.558838
	Iteration 185Q: 3 clusters Score -4627091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4627093.500000 Penalty: 3428.558838
	Iteration 186Q: 3 clusters Score -4627094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4627093.000000 Penalty: 3428.558838
	Iteration 187Q: 3 clusters Score -4627093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -4627095.000000 Penalty: 3428.558838
	Iteration 188Q: 3 clusters Score -4627095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -4627092.000000 Penalty: 3428.558838
	Iteration 189Q: 3 clusters Score -4627092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4627097.500000 Penalty: 3428.558838
	Iteration 190Q: 3 clusters Score -4627098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4627095.500000 Penalty: 3428.558838
	Iteration 191Q: 3 clusters Score -4627096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4627098.000000 Penalty: 3428.558838
	Iteration 192Q: 3 clusters Score -4627098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4627096.500000 Penalty: 3428.558838
	Iteration 193Q: 3 clusters Score -4627096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4627093.500000 Penalty: 3428.558838
	Iteration 194Q: 3 clusters Score -4627094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4627091.000000 Penalty: 3428.558838
	Iteration 195Q: 3 clusters Score -4627091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4627090.000000 Penalty: 3428.558838
	Iteration 196Q: 3 clusters Score -4627090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4627084.500000 Penalty: 3428.558838
	Iteration 197Q: 3 clusters Score -4627084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4627085.000000 Penalty: 3428.558838
	Iteration 198Q: 3 clusters Score -4627085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4627086.000000 Penalty: 3428.558838
	Iteration 199Q: 3 clusters Score -4627086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4627086.500000 Penalty: 3428.558838
	Iteration 200F: 3 clusters Score -4627086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -4627089.500000 Penalty: 3428.558838
	Iteration 201Q: 3 clusters Score -4627090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -4627091.000000 Penalty: 3428.558838
	Iteration 202Q: 3 clusters Score -4627091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4627085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4627085.000000 Penalty: 3428.558838
	Iteration 204F: 3 clusters Score -4627085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86499 members 
Entering Unmasked Estep 
Score: -10791844.000000 Penalty: 1847.281860
	Iteration 0F: 2 clusters Score -1.079184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -10735574.000000 Penalty: 3694.563721
	Iteration 0F: 3 clusters Score -1.073557e+07 nChanged 41285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.076008e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1.076194e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -10765156.000000 Penalty: 3694.563721
	Iteration 3F: 3 clusters Score -1.076516e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -10770088.000000 Penalty: 3694.563721
	Iteration 4F: 3 clusters Score -1.077009e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -10776206.000000 Penalty: 3694.563721
	Iteration 5F: 3 clusters Score -1.077621e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -10780921.000000 Penalty: 3694.563721
	Iteration 6F: 3 clusters Score -1.078092e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -10782909.000000 Penalty: 3694.563721
	Iteration 7Q: 3 clusters Score -1.078291e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -10783402.000000 Penalty: 3694.563721
	Iteration 8Q: 3 clusters Score -1.07834e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -10783621.000000 Penalty: 3694.563721
	Iteration 9Q: 3 clusters Score -1.078362e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -10783697.000000 Penalty: 3694.563721
	Iteration 10Q: 3 clusters Score -1.07837e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -10783786.000000 Penalty: 3694.563721
	Iteration 11Q: 3 clusters Score -1.078379e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -10783854.000000 Penalty: 3694.563721
	Iteration 12Q: 3 clusters Score -1.078385e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -10783944.000000 Penalty: 3694.563721
	Iteration 13Q: 3 clusters Score -1.078394e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -10783965.000000 Penalty: 3694.563721
	Iteration 14Q: 3 clusters Score -1.078396e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -10784049.000000 Penalty: 3694.563721
	Iteration 15Q: 3 clusters Score -1.078405e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -10784104.000000 Penalty: 3694.563721
	Iteration 16Q: 3 clusters Score -1.07841e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -10784146.000000 Penalty: 3694.563721
	Iteration 17Q: 3 clusters Score -1.078415e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -10784231.000000 Penalty: 3694.563721
	Iteration 18Q: 3 clusters Score -1.078423e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -10784274.000000 Penalty: 3694.563721
	Iteration 19Q: 3 clusters Score -1.078427e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -10784289.000000 Penalty: 3694.563721
	Iteration 20F: 3 clusters Score -1.078429e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -10784310.000000 Penalty: 3694.563721
	Iteration 21Q: 3 clusters Score -1.078431e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -10784322.000000 Penalty: 3694.563721
	Iteration 22Q: 3 clusters Score -1.078432e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -10784352.000000 Penalty: 3694.563721
	Iteration 23Q: 3 clusters Score -1.078435e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -10784372.000000 Penalty: 3694.563721
	Iteration 24Q: 3 clusters Score -1.078437e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -10784453.000000 Penalty: 3694.563721
	Iteration 25Q: 3 clusters Score -1.078445e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -10784444.000000 Penalty: 3694.563721
	Iteration 26Q: 3 clusters Score -1.078444e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -10784402.000000 Penalty: 3694.563721
	Iteration 27Q: 3 clusters Score -1.07844e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -10784410.000000 Penalty: 3694.563721
	Iteration 28Q: 3 clusters Score -1.078441e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -10784414.000000 Penalty: 3694.563721
	Iteration 29Q: 3 clusters Score -1.078441e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -10784406.000000 Penalty: 3694.563721
	Iteration 30Q: 3 clusters Score -1.078441e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -10784395.000000 Penalty: 3694.563721
	Iteration 31Q: 3 clusters Score -1.07844e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -10784396.000000 Penalty: 3694.563721
	Iteration 32Q: 3 clusters Score -1.07844e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -10784379.000000 Penalty: 3694.563721
	Iteration 33Q: 3 clusters Score -1.078438e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -10784395.000000 Penalty: 3694.563721
	Iteration 34Q: 3 clusters Score -1.07844e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -10784396.000000 Penalty: 3694.563721
	Iteration 35Q: 3 clusters Score -1.07844e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -10784387.000000 Penalty: 3694.563721
	Iteration 36Q: 3 clusters Score -1.078439e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -10784394.000000 Penalty: 3694.563721
	Iteration 37Q: 3 clusters Score -1.078439e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -10784390.000000 Penalty: 3694.563721
	Iteration 38Q: 3 clusters Score -1.078439e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -10784381.000000 Penalty: 3694.563721
	Iteration 39Q: 3 clusters Score -1.078438e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -10784379.000000 Penalty: 3694.563721
	Iteration 40F: 3 clusters Score -1.078438e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -10784375.000000 Penalty: 3694.563721
	Iteration 41Q: 3 clusters Score -1.078438e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -10784374.000000 Penalty: 3694.563721
	Iteration 42Q: 3 clusters Score -1.078437e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -10784374.000000 Penalty: 3694.563721
	Iteration 43Q: 3 clusters Score -1.078437e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -10784381.000000 Penalty: 3694.563721
	Iteration 44Q: 3 clusters Score -1.078438e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -10784371.000000 Penalty: 3694.563721
	Iteration 45Q: 3 clusters Score -1.078437e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -10784358.000000 Penalty: 3694.563721
	Iteration 46Q: 3 clusters Score -1.078436e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -10784337.000000 Penalty: 3694.563721
	Iteration 47Q: 3 clusters Score -1.078434e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -10784315.000000 Penalty: 3694.563721
	Iteration 48Q: 3 clusters Score -1.078432e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -10784317.000000 Penalty: 3694.563721
	Iteration 49Q: 3 clusters Score -1.078432e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -10784328.000000 Penalty: 3694.563721
	Iteration 50Q: 3 clusters Score -1.078433e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -10784305.000000 Penalty: 3694.563721
	Iteration 51Q: 3 clusters Score -1.07843e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -10784305.000000 Penalty: 3694.563721
	Iteration 52Q: 3 clusters Score -1.07843e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -10784303.000000 Penalty: 3694.563721
	Iteration 53Q: 3 clusters Score -1.07843e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -10784330.000000 Penalty: 3694.563721
	Iteration 54Q: 3 clusters Score -1.078433e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -10784295.000000 Penalty: 3694.563721
	Iteration 55Q: 3 clusters Score -1.07843e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -10784266.000000 Penalty: 3694.563721
	Iteration 56Q: 3 clusters Score -1.078427e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -10784228.000000 Penalty: 3694.563721
	Iteration 57Q: 3 clusters Score -1.078423e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -10784216.000000 Penalty: 3694.563721
	Iteration 58Q: 3 clusters Score -1.078422e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -10784160.000000 Penalty: 3694.563721
	Iteration 59Q: 3 clusters Score -1.078416e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -10784159.000000 Penalty: 3694.563721
	Iteration 60F: 3 clusters Score -1.078416e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -10784135.000000 Penalty: 3694.563721
	Iteration 61Q: 3 clusters Score -1.078414e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -10784118.000000 Penalty: 3694.563721
	Iteration 62Q: 3 clusters Score -1.078412e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -10784095.000000 Penalty: 3694.563721
	Iteration 63Q: 3 clusters Score -1.07841e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -10784086.000000 Penalty: 3694.563721
	Iteration 64Q: 3 clusters Score -1.078409e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -10784093.000000 Penalty: 3694.563721
	Iteration 65Q: 3 clusters Score -1.078409e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -10784058.000000 Penalty: 3694.563721
	Iteration 66Q: 3 clusters Score -1.078406e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -10784020.000000 Penalty: 3694.563721
	Iteration 67Q: 3 clusters Score -1.078402e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -10783990.000000 Penalty: 3694.563721
	Iteration 68Q: 3 clusters Score -1.078399e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -10783966.000000 Penalty: 3694.563721
	Iteration 69Q: 3 clusters Score -1.078397e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -10783962.000000 Penalty: 3694.563721
	Iteration 70Q: 3 clusters Score -1.078396e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -10783950.000000 Penalty: 3694.563721
	Iteration 71Q: 3 clusters Score -1.078395e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -10783938.000000 Penalty: 3694.563721
	Iteration 72Q: 3 clusters Score -1.078394e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -10783931.000000 Penalty: 3694.563721
	Iteration 73Q: 3 clusters Score -1.078393e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -10783907.000000 Penalty: 3694.563721
	Iteration 74Q: 3 clusters Score -1.078391e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -10783856.000000 Penalty: 3694.563721
	Iteration 75Q: 3 clusters Score -1.078386e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -10783860.000000 Penalty: 3694.563721
	Iteration 76Q: 3 clusters Score -1.078386e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -10783832.000000 Penalty: 3694.563721
	Iteration 77Q: 3 clusters Score -1.078383e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -10783844.000000 Penalty: 3694.563721
	Iteration 78Q: 3 clusters Score -1.078384e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -10783827.000000 Penalty: 3694.563721
	Iteration 79Q: 3 clusters Score -1.078383e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -10783815.000000 Penalty: 3694.563721
	Iteration 80F: 3 clusters Score -1.078382e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -10783778.000000 Penalty: 3694.563721
	Iteration 81Q: 3 clusters Score -1.078378e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -10783747.000000 Penalty: 3694.563721
	Iteration 82Q: 3 clusters Score -1.078375e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -10783751.000000 Penalty: 3694.563721
	Iteration 83Q: 3 clusters Score -1.078375e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -10783735.000000 Penalty: 3694.563721
	Iteration 84Q: 3 clusters Score -1.078374e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -10783714.000000 Penalty: 3694.563721
	Iteration 85Q: 3 clusters Score -1.078371e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -10783711.000000 Penalty: 3694.563721
	Iteration 86Q: 3 clusters Score -1.078371e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -10783717.000000 Penalty: 3694.563721
	Iteration 87Q: 3 clusters Score -1.078372e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -10783679.000000 Penalty: 3694.563721
	Iteration 88Q: 3 clusters Score -1.078368e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -10783673.000000 Penalty: 3694.563721
	Iteration 89Q: 3 clusters Score -1.078367e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -10783663.000000 Penalty: 3694.563721
	Iteration 90Q: 3 clusters Score -1.078366e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -10783616.000000 Penalty: 3694.563721
	Iteration 91Q: 3 clusters Score -1.078362e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -10783633.000000 Penalty: 3694.563721
	Iteration 92Q: 3 clusters Score -1.078363e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -10783647.000000 Penalty: 3694.563721
	Iteration 93Q: 3 clusters Score -1.078365e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -10783669.000000 Penalty: 3694.563721
	Iteration 94Q: 3 clusters Score -1.078367e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -10783634.000000 Penalty: 3694.563721
	Iteration 95Q: 3 clusters Score -1.078363e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -10783621.000000 Penalty: 3694.563721
	Iteration 96Q: 3 clusters Score -1.078362e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -10783640.000000 Penalty: 3694.563721
	Iteration 97Q: 3 clusters Score -1.078364e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -10783591.000000 Penalty: 3694.563721
	Iteration 98Q: 3 clusters Score -1.078359e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -10783542.000000 Penalty: 3694.563721
	Iteration 99Q: 3 clusters Score -1.078354e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -10783545.000000 Penalty: 3694.563721
	Iteration 100F: 3 clusters Score -1.078354e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -10783533.000000 Penalty: 3694.563721
	Iteration 101Q: 3 clusters Score -1.078353e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -10783554.000000 Penalty: 3694.563721
	Iteration 102Q: 3 clusters Score -1.078355e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -10783547.000000 Penalty: 3694.563721
	Iteration 103Q: 3 clusters Score -1.078355e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -10783573.000000 Penalty: 3694.563721
	Iteration 104Q: 3 clusters Score -1.078357e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -10783568.000000 Penalty: 3694.563721
	Iteration 105Q: 3 clusters Score -1.078357e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -10783571.000000 Penalty: 3694.563721
	Iteration 106Q: 3 clusters Score -1.078357e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -10783617.000000 Penalty: 3694.563721
	Iteration 107Q: 3 clusters Score -1.078362e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -10783618.000000 Penalty: 3694.563721
	Iteration 108Q: 3 clusters Score -1.078362e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -10783666.000000 Penalty: 3694.563721
	Iteration 109Q: 3 clusters Score -1.078367e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -10783703.000000 Penalty: 3694.563721
	Iteration 110Q: 3 clusters Score -1.07837e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -10783761.000000 Penalty: 3694.563721
	Iteration 111Q: 3 clusters Score -1.078376e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -10783747.000000 Penalty: 3694.563721
	Iteration 112Q: 3 clusters Score -1.078375e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -10783788.000000 Penalty: 3694.563721
	Iteration 113Q: 3 clusters Score -1.078379e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -10783854.000000 Penalty: 3694.563721
	Iteration 114Q: 3 clusters Score -1.078385e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -10783904.000000 Penalty: 3694.563721
	Iteration 115Q: 3 clusters Score -1.07839e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -10783936.000000 Penalty: 3694.563721
	Iteration 116Q: 3 clusters Score -1.078394e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -10783975.000000 Penalty: 3694.563721
	Iteration 117Q: 3 clusters Score -1.078398e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -10783991.000000 Penalty: 3694.563721
	Iteration 118Q: 3 clusters Score -1.078399e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -10783998.000000 Penalty: 3694.563721
	Iteration 119Q: 3 clusters Score -1.0784e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -10784031.000000 Penalty: 3694.563721
	Iteration 120F: 3 clusters Score -1.078403e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -10784038.000000 Penalty: 3694.563721
	Iteration 121Q: 3 clusters Score -1.078404e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -10784062.000000 Penalty: 3694.563721
	Iteration 122Q: 3 clusters Score -1.078406e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -10784088.000000 Penalty: 3694.563721
	Iteration 123Q: 3 clusters Score -1.078409e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -10784093.000000 Penalty: 3694.563721
	Iteration 124Q: 3 clusters Score -1.078409e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -10784109.000000 Penalty: 3694.563721
	Iteration 125Q: 3 clusters Score -1.078411e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -10784112.000000 Penalty: 3694.563721
	Iteration 126Q: 3 clusters Score -1.078411e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -10784096.000000 Penalty: 3694.563721
	Iteration 127Q: 3 clusters Score -1.07841e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -10784093.000000 Penalty: 3694.563721
	Iteration 128Q: 3 clusters Score -1.078409e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -10784107.000000 Penalty: 3694.563721
	Iteration 129Q: 3 clusters Score -1.078411e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -10784107.000000 Penalty: 3694.563721
	Iteration 130Q: 3 clusters Score -1.078411e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -10784109.000000 Penalty: 3694.563721
	Iteration 131Q: 3 clusters Score -1.078411e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -10784094.000000 Penalty: 3694.563721
	Iteration 132Q: 3 clusters Score -1.078409e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -10784102.000000 Penalty: 3694.563721
	Iteration 133Q: 3 clusters Score -1.07841e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -10784112.000000 Penalty: 3694.563721
	Iteration 134Q: 3 clusters Score -1.078411e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -10784116.000000 Penalty: 3694.563721
	Iteration 135Q: 3 clusters Score -1.078412e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -10784129.000000 Penalty: 3694.563721
	Iteration 136Q: 3 clusters Score -1.078413e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -10784130.000000 Penalty: 3694.563721
	Iteration 137Q: 3 clusters Score -1.078413e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -10784131.000000 Penalty: 3694.563721
	Iteration 138Q: 3 clusters Score -1.078413e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -10784143.000000 Penalty: 3694.563721
	Iteration 139Q: 3 clusters Score -1.078414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -10784157.000000 Penalty: 3694.563721
	Iteration 140F: 3 clusters Score -1.078416e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -10784146.000000 Penalty: 3694.563721
	Iteration 141Q: 3 clusters Score -1.078415e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -10784134.000000 Penalty: 3694.563721
	Iteration 142Q: 3 clusters Score -1.078413e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -10784158.000000 Penalty: 3694.563721
	Iteration 143Q: 3 clusters Score -1.078416e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -10784151.000000 Penalty: 3694.563721
	Iteration 144Q: 3 clusters Score -1.078415e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -10784144.000000 Penalty: 3694.563721
	Iteration 145Q: 3 clusters Score -1.078414e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -10784159.000000 Penalty: 3694.563721
	Iteration 146Q: 3 clusters Score -1.078416e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -10784162.000000 Penalty: 3694.563721
	Iteration 147Q: 3 clusters Score -1.078416e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -10784172.000000 Penalty: 3694.563721
	Iteration 148Q: 3 clusters Score -1.078417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -10784164.000000 Penalty: 3694.563721
	Iteration 149Q: 3 clusters Score -1.078416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -10784160.000000 Penalty: 3694.563721
	Iteration 150Q: 3 clusters Score -1.078416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -10784162.000000 Penalty: 3694.563721
	Iteration 151Q: 3 clusters Score -1.078416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -10784160.000000 Penalty: 3694.563721
	Iteration 152Q: 3 clusters Score -1.078416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -10784162.000000 Penalty: 3694.563721
	Iteration 153Q: 3 clusters Score -1.078416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -10784172.000000 Penalty: 3694.563721
	Iteration 154Q: 3 clusters Score -1.078417e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -10784182.000000 Penalty: 3694.563721
	Iteration 155Q: 3 clusters Score -1.078418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -10784186.000000 Penalty: 3694.563721
	Iteration 156Q: 3 clusters Score -1.078419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -10784185.000000 Penalty: 3694.563721
	Iteration 157Q: 3 clusters Score -1.078418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -10784172.000000 Penalty: 3694.563721
	Iteration 158Q: 3 clusters Score -1.078417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -10784160.000000 Penalty: 3694.563721
	Iteration 159Q: 3 clusters Score -1.078416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -10784174.000000 Penalty: 3694.563721
	Iteration 160F: 3 clusters Score -1.078417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -10784170.000000 Penalty: 3694.563721
	Iteration 161Q: 3 clusters Score -1.078417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -10784166.000000 Penalty: 3694.563721
	Iteration 162Q: 3 clusters Score -1.078417e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -10784154.000000 Penalty: 3694.563721
	Iteration 163Q: 3 clusters Score -1.078415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -10784164.000000 Penalty: 3694.563721
	Iteration 164Q: 3 clusters Score -1.078416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -10784170.000000 Penalty: 3694.563721
	Iteration 165Q: 3 clusters Score -1.078417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -10784174.000000 Penalty: 3694.563721
	Iteration 166Q: 3 clusters Score -1.078417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -10784174.000000 Penalty: 3694.563721
	Iteration 167Q: 3 clusters Score -1.078417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -10784174.000000 Penalty: 3694.563721
	Iteration 168Q: 3 clusters Score -1.078417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -10784183.000000 Penalty: 3694.563721
	Iteration 169Q: 3 clusters Score -1.078418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -10784199.000000 Penalty: 3694.563721
	Iteration 170Q: 3 clusters Score -1.07842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -10784192.000000 Penalty: 3694.563721
	Iteration 171Q: 3 clusters Score -1.078419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -10784197.000000 Penalty: 3694.563721
	Iteration 172Q: 3 clusters Score -1.07842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -10784194.000000 Penalty: 3694.563721
	Iteration 173Q: 3 clusters Score -1.078419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -10784199.000000 Penalty: 3694.563721
	Iteration 174Q: 3 clusters Score -1.07842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -10784193.000000 Penalty: 3694.563721
	Iteration 175Q: 3 clusters Score -1.078419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -10784183.000000 Penalty: 3694.563721
	Iteration 176Q: 3 clusters Score -1.078418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -10784186.000000 Penalty: 3694.563721
	Iteration 177Q: 3 clusters Score -1.078419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -10784198.000000 Penalty: 3694.563721
	Iteration 178Q: 3 clusters Score -1.07842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -10784199.000000 Penalty: 3694.563721
	Iteration 179Q: 3 clusters Score -1.07842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -10784189.000000 Penalty: 3694.563721
	Iteration 180F: 3 clusters Score -1.078419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -10784192.000000 Penalty: 3694.563721
	Iteration 181Q: 3 clusters Score -1.078419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -10784194.000000 Penalty: 3694.563721
	Iteration 182Q: 3 clusters Score -1.078419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -10784194.000000 Penalty: 3694.563721
	Iteration 183Q: 3 clusters Score -1.078419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -10784190.000000 Penalty: 3694.563721
	Iteration 184Q: 3 clusters Score -1.078419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -10784199.000000 Penalty: 3694.563721
	Iteration 185Q: 3 clusters Score -1.07842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -10784194.000000 Penalty: 3694.563721
	Iteration 186Q: 3 clusters Score -1.078419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -10784195.000000 Penalty: 3694.563721
	Iteration 187Q: 3 clusters Score -1.07842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -10784196.000000 Penalty: 3694.563721
	Iteration 188Q: 3 clusters Score -1.07842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -10784198.000000 Penalty: 3694.563721
	Iteration 189Q: 3 clusters Score -1.07842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -10784198.000000 Penalty: 3694.563721
	Iteration 190Q: 3 clusters Score -1.07842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -10784204.000000 Penalty: 3694.563721
	Iteration 191Q: 3 clusters Score -1.07842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -10784197.000000 Penalty: 3694.563721
	Iteration 192Q: 3 clusters Score -1.07842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -10784197.000000 Penalty: 3694.563721
	Iteration 193Q: 3 clusters Score -1.07842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -10784198.000000 Penalty: 3694.563721
	Iteration 194Q: 3 clusters Score -1.07842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -10784204.000000 Penalty: 3694.563721
	Iteration 195Q: 3 clusters Score -1.07842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -10784207.000000 Penalty: 3694.563721
	Iteration 196Q: 3 clusters Score -1.078421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -10784206.000000 Penalty: 3694.563721
	Iteration 197Q: 3 clusters Score -1.078421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -10784206.000000 Penalty: 3694.563721
	Iteration 198Q: 3 clusters Score -1.078421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -10784210.000000 Penalty: 3694.563721
	Iteration 199Q: 3 clusters Score -1.078421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -10784215.000000 Penalty: 3694.563721
	Iteration 200F: 3 clusters Score -1.078422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -10784215.000000 Penalty: 3694.563721
	Iteration 201Q: 3 clusters Score -1.078422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -10784215.000000 Penalty: 3694.563721
	Iteration 202F: 3 clusters Score -1.078422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91260 members 
Entering Unmasked Estep 
Score: -11422153.000000 Penalty: 1855.988525
	Iteration 0F: 2 clusters Score -1.142215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -11366358.000000 Penalty: 3711.977051
	Iteration 0F: 3 clusters Score -1.136636e+07 nChanged 43700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -11391467.000000 Penalty: 3711.977051
	Iteration 1F: 3 clusters Score -1.139147e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -11392090.000000 Penalty: 3711.977051
	Iteration 2Q: 3 clusters Score -1.139209e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -11392809.000000 Penalty: 3711.977051
	Iteration 3Q: 3 clusters Score -1.139281e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -11393754.000000 Penalty: 3711.977051
	Iteration 4Q: 3 clusters Score -1.139375e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -11395029.000000 Penalty: 3711.977051
	Iteration 5Q: 3 clusters Score -1.139503e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -11397170.000000 Penalty: 3711.977051
	Iteration 6Q: 3 clusters Score -1.139717e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -11400330.000000 Penalty: 3711.977051
	Iteration 7F: 3 clusters Score -1.140033e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -11404958.000000 Penalty: 3711.977051
	Iteration 8F: 3 clusters Score -1.140496e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74382 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -11410424.000000 Penalty: 3711.977051
	Iteration 9F: 3 clusters Score -1.141042e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -11415719.000000 Penalty: 3711.977051
	Iteration 10F: 3 clusters Score -1.141572e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -11418506.000000 Penalty: 3711.977051
	Iteration 11Q: 3 clusters Score -1.141851e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -11419635.000000 Penalty: 3711.977051
	Iteration 12Q: 3 clusters Score -1.141964e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87636 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -11420280.000000 Penalty: 3711.977051
	Iteration 13Q: 3 clusters Score -1.142028e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -11420510.000000 Penalty: 3711.977051
	Iteration 14Q: 3 clusters Score -1.142051e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -11420729.000000 Penalty: 3711.977051
	Iteration 15Q: 3 clusters Score -1.142073e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -11420822.000000 Penalty: 3711.977051
	Iteration 16Q: 3 clusters Score -1.142082e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11420897.000000 Penalty: 3711.977051
	Iteration 17Q: 3 clusters Score -1.14209e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -11420926.000000 Penalty: 3711.977051
	Iteration 18Q: 3 clusters Score -1.142093e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89727 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -11420965.000000 Penalty: 3711.977051
	Iteration 19Q: 3 clusters Score -1.142096e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11420979.000000 Penalty: 3711.977051
	Iteration 20F: 3 clusters Score -1.142098e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -11420966.000000 Penalty: 3711.977051
	Iteration 21Q: 3 clusters Score -1.142097e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -11420984.000000 Penalty: 3711.977051
	Iteration 22Q: 3 clusters Score -1.142098e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -11420992.000000 Penalty: 3711.977051
	Iteration 23Q: 3 clusters Score -1.142099e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11420991.000000 Penalty: 3711.977051
	Iteration 24Q: 3 clusters Score -1.142099e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11421005.000000 Penalty: 3711.977051
	Iteration 25Q: 3 clusters Score -1.1421e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -11421024.000000 Penalty: 3711.977051
	Iteration 26Q: 3 clusters Score -1.142102e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11421041.000000 Penalty: 3711.977051
	Iteration 27Q: 3 clusters Score -1.142104e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11421034.000000 Penalty: 3711.977051
	Iteration 28Q: 3 clusters Score -1.142103e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11421038.000000 Penalty: 3711.977051
	Iteration 29Q: 3 clusters Score -1.142104e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11421078.000000 Penalty: 3711.977051
	Iteration 30Q: 3 clusters Score -1.142108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11421062.000000 Penalty: 3711.977051
	Iteration 31Q: 3 clusters Score -1.142106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11421077.000000 Penalty: 3711.977051
	Iteration 32Q: 3 clusters Score -1.142108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11421072.000000 Penalty: 3711.977051
	Iteration 33Q: 3 clusters Score -1.142107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11421081.000000 Penalty: 3711.977051
	Iteration 34Q: 3 clusters Score -1.142108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90306 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11421070.000000 Penalty: 3711.977051
	Iteration 35Q: 3 clusters Score -1.142107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -11421064.000000 Penalty: 3711.977051
	Iteration 36Q: 3 clusters Score -1.142106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90310 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11421058.000000 Penalty: 3711.977051
	Iteration 37Q: 3 clusters Score -1.142106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -11421058.000000 Penalty: 3711.977051
	Iteration 38Q: 3 clusters Score -1.142106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90314 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11421063.000000 Penalty: 3711.977051
	Iteration 39Q: 3 clusters Score -1.142106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11421065.000000 Penalty: 3711.977051
	Iteration 40F: 3 clusters Score -1.142106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -240131.406250 Penalty: 1242.065918
	Iteration 0F: 2 clusters Score -240131.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -237992.796875 Penalty: 2484.131836
	Iteration 0F: 3 clusters Score -237992.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -238522.375000 Penalty: 2484.131836
	Iteration 1F: 3 clusters Score -238522.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -238674.484375 Penalty: 2484.131836
	Iteration 2F: 3 clusters Score -238674.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -238841.515625 Penalty: 2484.131836
	Iteration 3F: 3 clusters Score -238841.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -238977.859375 Penalty: 2484.131836
	Iteration 4F: 3 clusters Score -238977.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -239065.187500 Penalty: 2484.131836
	Iteration 5F: 3 clusters Score -239065.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -239122.343750 Penalty: 2484.131836
	Iteration 6Q: 3 clusters Score -239122.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -239160.093750 Penalty: 2484.131836
	Iteration 7Q: 3 clusters Score -239160.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -239183.390625 Penalty: 2484.131836
	Iteration 8Q: 3 clusters Score -239183.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -239207.250000 Penalty: 2484.131836
	Iteration 9Q: 3 clusters Score -239207.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -239231.671875 Penalty: 2484.131836
	Iteration 10Q: 3 clusters Score -239231.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -239252.875000 Penalty: 2484.131836
	Iteration 11Q: 3 clusters Score -239252.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -239272.890625 Penalty: 2484.131836
	Iteration 12Q: 3 clusters Score -239272.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -239299.031250 Penalty: 2484.131836
	Iteration 13Q: 3 clusters Score -239299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -239329.890625 Penalty: 2484.131836
	Iteration 14Q: 3 clusters Score -239329.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -239356.328125 Penalty: 2484.131836
	Iteration 15Q: 3 clusters Score -239356.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -239382.937500 Penalty: 2484.131836
	Iteration 16Q: 3 clusters Score -239382.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -239405.234375 Penalty: 2484.131836
	Iteration 17Q: 3 clusters Score -239405.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -239424.375000 Penalty: 2484.131836
	Iteration 18Q: 3 clusters Score -239424.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -239450.343750 Penalty: 2484.131836
	Iteration 19Q: 3 clusters Score -239450.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -239481.890625 Penalty: 2484.131836
	Iteration 20F: 3 clusters Score -239481.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -239507.328125 Penalty: 2484.131836
	Iteration 21Q: 3 clusters Score -239507.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -239527.265625 Penalty: 2484.131836
	Iteration 22Q: 3 clusters Score -239527.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -239550.937500 Penalty: 2484.131836
	Iteration 23Q: 3 clusters Score -239550.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -239568.296875 Penalty: 2484.131836
	Iteration 24Q: 3 clusters Score -239568.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -239582.609375 Penalty: 2484.131836
	Iteration 25Q: 3 clusters Score -239582.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -239591.765625 Penalty: 2484.131836
	Iteration 26Q: 3 clusters Score -239591.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -239604.453125 Penalty: 2484.131836
	Iteration 27Q: 3 clusters Score -239604.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -239613.968750 Penalty: 2484.131836
	Iteration 28Q: 3 clusters Score -239614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -239622.593750 Penalty: 2484.131836
	Iteration 29Q: 3 clusters Score -239622.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -239633.703125 Penalty: 2484.131836
	Iteration 30Q: 3 clusters Score -239633.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -239644.109375 Penalty: 2484.131836
	Iteration 31Q: 3 clusters Score -239644.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -239651.078125 Penalty: 2484.131836
	Iteration 32Q: 3 clusters Score -239651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -239657.312500 Penalty: 2484.131836
	Iteration 33Q: 3 clusters Score -239657.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -239665.703125 Penalty: 2484.131836
	Iteration 34Q: 3 clusters Score -239665.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -239673.250000 Penalty: 2484.131836
	Iteration 35Q: 3 clusters Score -239673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -239679.421875 Penalty: 2484.131836
	Iteration 36Q: 3 clusters Score -239679.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -239684.093750 Penalty: 2484.131836
	Iteration 37Q: 3 clusters Score -239684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -239688.546875 Penalty: 2484.131836
	Iteration 38Q: 3 clusters Score -239688.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -239693.546875 Penalty: 2484.131836
	Iteration 39Q: 3 clusters Score -239693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -239695.640625 Penalty: 2484.131836
	Iteration 40F: 3 clusters Score -239695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -239696.484375 Penalty: 2484.131836
	Iteration 41Q: 3 clusters Score -239696.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -239696.484375 Penalty: 2484.131836
	Iteration 42F: 3 clusters Score -239696.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Entering Unmasked Estep 
Score: -3580750.250000 Penalty: 1669.460205
	Iteration 0F: 2 clusters Score -3580750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3561196.000000 Penalty: 3338.920410
	Iteration 0F: 3 clusters Score -3561196 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3568727.500000 Penalty: 3338.920410
	Iteration 1F: 3 clusters Score -3568728 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3569199.500000 Penalty: 3338.920410
	Iteration 2Q: 3 clusters Score -3569200 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3569797.000000 Penalty: 3338.920410
	Iteration 3Q: 3 clusters Score -3569797 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3570579.500000 Penalty: 3338.920410
	Iteration 4F: 3 clusters Score -3570580 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3571564.750000 Penalty: 3338.920410
	Iteration 5F: 3 clusters Score -3571565 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3572848.750000 Penalty: 3338.920410
	Iteration 6F: 3 clusters Score -3572849 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3574165.000000 Penalty: 3338.920410
	Iteration 7F: 3 clusters Score -3574165 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3575290.250000 Penalty: 3338.920410
	Iteration 8F: 3 clusters Score -3575290 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3575956.000000 Penalty: 3338.920410
	Iteration 9Q: 3 clusters Score -3575956 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3576293.000000 Penalty: 3338.920410
	Iteration 10Q: 3 clusters Score -3576293 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3576469.500000 Penalty: 3338.920410
	Iteration 11Q: 3 clusters Score -3576470 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3576556.750000 Penalty: 3338.920410
	Iteration 12Q: 3 clusters Score -3576557 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3576632.250000 Penalty: 3338.920410
	Iteration 13Q: 3 clusters Score -3576632 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -3576714.750000 Penalty: 3338.920410
	Iteration 14Q: 3 clusters Score -3576715 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3576758.500000 Penalty: 3338.920410
	Iteration 15Q: 3 clusters Score -3576758 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3576819.250000 Penalty: 3338.920410
	Iteration 16Q: 3 clusters Score -3576819 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3576897.750000 Penalty: 3338.920410
	Iteration 17Q: 3 clusters Score -3576898 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -3576970.250000 Penalty: 3338.920410
	Iteration 18Q: 3 clusters Score -3576970 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3577042.750000 Penalty: 3338.920410
	Iteration 19Q: 3 clusters Score -3577043 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3577108.000000 Penalty: 3338.920410
	Iteration 20F: 3 clusters Score -3577108 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3577192.000000 Penalty: 3338.920410
	Iteration 21Q: 3 clusters Score -3577192 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3577243.000000 Penalty: 3338.920410
	Iteration 22Q: 3 clusters Score -3577243 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3577331.750000 Penalty: 3338.920410
	Iteration 23Q: 3 clusters Score -3577332 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3577418.500000 Penalty: 3338.920410
	Iteration 24Q: 3 clusters Score -3577418 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3577497.000000 Penalty: 3338.920410
	Iteration 25Q: 3 clusters Score -3577497 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3577593.250000 Penalty: 3338.920410
	Iteration 26Q: 3 clusters Score -3577593 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3577683.250000 Penalty: 3338.920410
	Iteration 27Q: 3 clusters Score -3577683 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3577765.750000 Penalty: 3338.920410
	Iteration 28Q: 3 clusters Score -3577766 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3577828.750000 Penalty: 3338.920410
	Iteration 29Q: 3 clusters Score -3577829 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3577898.750000 Penalty: 3338.920410
	Iteration 30Q: 3 clusters Score -3577899 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3577990.750000 Penalty: 3338.920410
	Iteration 31Q: 3 clusters Score -3577991 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3578055.250000 Penalty: 3338.920410
	Iteration 32Q: 3 clusters Score -3578055 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3578128.750000 Penalty: 3338.920410
	Iteration 33Q: 3 clusters Score -3578129 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3578213.750000 Penalty: 3338.920410
	Iteration 34Q: 3 clusters Score -3578214 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3578269.500000 Penalty: 3338.920410
	Iteration 35Q: 3 clusters Score -3578270 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3578326.000000 Penalty: 3338.920410
	Iteration 36Q: 3 clusters Score -3578326 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3578352.750000 Penalty: 3338.920410
	Iteration 37Q: 3 clusters Score -3578353 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3578409.250000 Penalty: 3338.920410
	Iteration 38Q: 3 clusters Score -3578409 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3578488.000000 Penalty: 3338.920410
	Iteration 39Q: 3 clusters Score -3578488 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3578540.750000 Penalty: 3338.920410
	Iteration 40F: 3 clusters Score -3578541 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3578594.000000 Penalty: 3338.920410
	Iteration 41Q: 3 clusters Score -3578594 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3578660.500000 Penalty: 3338.920410
	Iteration 42Q: 3 clusters Score -3578660 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3578722.000000 Penalty: 3338.920410
	Iteration 43Q: 3 clusters Score -3578722 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3578758.000000 Penalty: 3338.920410
	Iteration 44Q: 3 clusters Score -3578758 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3578814.750000 Penalty: 3338.920410
	Iteration 45Q: 3 clusters Score -3578815 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -3578862.500000 Penalty: 3338.920410
	Iteration 46Q: 3 clusters Score -3578862 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3578918.000000 Penalty: 3338.920410
	Iteration 47Q: 3 clusters Score -3578918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3578951.750000 Penalty: 3338.920410
	Iteration 48Q: 3 clusters Score -3578952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3578972.000000 Penalty: 3338.920410
	Iteration 49Q: 3 clusters Score -3578972 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3579017.500000 Penalty: 3338.920410
	Iteration 50Q: 3 clusters Score -3579018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3579030.000000 Penalty: 3338.920410
	Iteration 51Q: 3 clusters Score -3579030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3579053.250000 Penalty: 3338.920410
	Iteration 52Q: 3 clusters Score -3579053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -3579071.250000 Penalty: 3338.920410
	Iteration 53Q: 3 clusters Score -3579071 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3579099.250000 Penalty: 3338.920410
	Iteration 54Q: 3 clusters Score -3579099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3579114.500000 Penalty: 3338.920410
	Iteration 55Q: 3 clusters Score -3579114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3579132.500000 Penalty: 3338.920410
	Iteration 56Q: 3 clusters Score -3579132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -3579153.000000 Penalty: 3338.920410
	Iteration 57Q: 3 clusters Score -3579153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3579168.000000 Penalty: 3338.920410
	Iteration 58Q: 3 clusters Score -3579168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3579182.000000 Penalty: 3338.920410
	Iteration 59Q: 3 clusters Score -3579182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3579195.000000 Penalty: 3338.920410
	Iteration 60F: 3 clusters Score -3579195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3579199.250000 Penalty: 3338.920410
	Iteration 61Q: 3 clusters Score -3579199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -3579204.000000 Penalty: 3338.920410
	Iteration 62Q: 3 clusters Score -3579204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3579211.250000 Penalty: 3338.920410
	Iteration 63Q: 3 clusters Score -3579211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3579217.250000 Penalty: 3338.920410
	Iteration 64Q: 3 clusters Score -3579217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3579217.000000 Penalty: 3338.920410
	Iteration 65Q: 3 clusters Score -3579217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3579225.000000 Penalty: 3338.920410
	Iteration 66Q: 3 clusters Score -3579225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3579233.500000 Penalty: 3338.920410
	Iteration 67Q: 3 clusters Score -3579234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3579243.000000 Penalty: 3338.920410
	Iteration 68Q: 3 clusters Score -3579243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3579248.250000 Penalty: 3338.920410
	Iteration 69Q: 3 clusters Score -3579248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -3579258.500000 Penalty: 3338.920410
	Iteration 70Q: 3 clusters Score -3579258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3579263.750000 Penalty: 3338.920410
	Iteration 71Q: 3 clusters Score -3579264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3579271.000000 Penalty: 3338.920410
	Iteration 72Q: 3 clusters Score -3579271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3579275.000000 Penalty: 3338.920410
	Iteration 73Q: 3 clusters Score -3579275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3579281.750000 Penalty: 3338.920410
	Iteration 74Q: 3 clusters Score -3579282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3579286.500000 Penalty: 3338.920410
	Iteration 75Q: 3 clusters Score -3579286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3579295.250000 Penalty: 3338.920410
	Iteration 76Q: 3 clusters Score -3579295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3579305.500000 Penalty: 3338.920410
	Iteration 77Q: 3 clusters Score -3579306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -3579301.750000 Penalty: 3338.920410
	Iteration 78Q: 3 clusters Score -3579302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3579305.250000 Penalty: 3338.920410
	Iteration 79Q: 3 clusters Score -3579305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3579306.500000 Penalty: 3338.920410
	Iteration 80F: 3 clusters Score -3579306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3579308.500000 Penalty: 3338.920410
	Iteration 81Q: 3 clusters Score -3579308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3579314.500000 Penalty: 3338.920410
	Iteration 82Q: 3 clusters Score -3579314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -3579317.000000 Penalty: 3338.920410
	Iteration 83Q: 3 clusters Score -3579317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3579319.750000 Penalty: 3338.920410
	Iteration 84Q: 3 clusters Score -3579320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3579316.750000 Penalty: 3338.920410
	Iteration 85Q: 3 clusters Score -3579317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3579321.750000 Penalty: 3338.920410
	Iteration 86Q: 3 clusters Score -3579322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3579321.750000 Penalty: 3338.920410
	Iteration 87Q: 3 clusters Score -3579322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3579320.500000 Penalty: 3338.920410
	Iteration 88Q: 3 clusters Score -3579320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3579320.500000 Penalty: 3338.920410
	Iteration 89F: 3 clusters Score -3579320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -325243.718750 Penalty: 1288.541504
	Iteration 0F: 2 clusters Score -325243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -322644.281250 Penalty: 2577.083008
	Iteration 0F: 3 clusters Score -322644.3 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -323433.250000 Penalty: 2577.083008
	Iteration 1F: 3 clusters Score -323433.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -323673.812500 Penalty: 2577.083008
	Iteration 2F: 3 clusters Score -323673.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -323867.656250 Penalty: 2577.083008
	Iteration 3F: 3 clusters Score -323867.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -324041.781250 Penalty: 2577.083008
	Iteration 4F: 3 clusters Score -324041.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -324191.218750 Penalty: 2577.083008
	Iteration 5F: 3 clusters Score -324191.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -324346.250000 Penalty: 2577.083008
	Iteration 6Q: 3 clusters Score -324346.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -324524.687500 Penalty: 2577.083008
	Iteration 7Q: 3 clusters Score -324524.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -324689.906250 Penalty: 2577.083008
	Iteration 8Q: 3 clusters Score -324689.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -324771.687500 Penalty: 2577.083008
	Iteration 9Q: 3 clusters Score -324771.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -324822.031250 Penalty: 2577.083008
	Iteration 10Q: 3 clusters Score -324822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -324851.000000 Penalty: 2577.083008
	Iteration 11Q: 3 clusters Score -324851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -324866.437500 Penalty: 2577.083008
	Iteration 12Q: 3 clusters Score -324866.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -324872.093750 Penalty: 2577.083008
	Iteration 13Q: 3 clusters Score -324872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -324875.093750 Penalty: 2577.083008
	Iteration 14Q: 3 clusters Score -324875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -324877.875000 Penalty: 2577.083008
	Iteration 15Q: 3 clusters Score -324877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -324879.156250 Penalty: 2577.083008
	Iteration 16Q: 3 clusters Score -324879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -324879.156250 Penalty: 2577.083008
	Iteration 17Q: 3 clusters Score -324879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -324879.406250 Penalty: 2577.083008
	Iteration 18Q: 3 clusters Score -324879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -324880.187500 Penalty: 2577.083008
	Iteration 19Q: 3 clusters Score -324880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -324881.718750 Penalty: 2577.083008
	Iteration 20F: 3 clusters Score -324881.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -324883.625000 Penalty: 2577.083008
	Iteration 21Q: 3 clusters Score -324883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -324884.000000 Penalty: 2577.083008
	Iteration 22Q: 3 clusters Score -324884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -324884.937500 Penalty: 2577.083008
	Iteration 23Q: 3 clusters Score -324884.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -324884.937500 Penalty: 2577.083008
	Iteration 24F: 3 clusters Score -324884.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Entering Unmasked Estep 
Score: -6367309.000000 Penalty: 1758.830322
	Iteration 0F: 2 clusters Score -6367309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -6334524.500000 Penalty: 3517.660645
	Iteration 0F: 3 clusters Score -6334524 nChanged 23466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -6347971.500000 Penalty: 3517.660645
	Iteration 1F: 3 clusters Score -6347972 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -6348791.000000 Penalty: 3517.660645
	Iteration 2Q: 3 clusters Score -6348791 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -6349726.500000 Penalty: 3517.660645
	Iteration 3Q: 3 clusters Score -6349726 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -6351006.000000 Penalty: 3517.660645
	Iteration 4Q: 3 clusters Score -6351006 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -6352777.000000 Penalty: 3517.660645
	Iteration 5F: 3 clusters Score -6352777 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -6355030.000000 Penalty: 3517.660645
	Iteration 6F: 3 clusters Score -6355030 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -6357574.500000 Penalty: 3517.660645
	Iteration 7F: 3 clusters Score -6357574 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -6359880.000000 Penalty: 3517.660645
	Iteration 8F: 3 clusters Score -6359880 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -6361715.000000 Penalty: 3517.660645
	Iteration 9Q: 3 clusters Score -6361715 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -6362887.500000 Penalty: 3517.660645
	Iteration 10Q: 3 clusters Score -6362888 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -6363783.000000 Penalty: 3517.660645
	Iteration 11Q: 3 clusters Score -6363783 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -6364391.000000 Penalty: 3517.660645
	Iteration 12Q: 3 clusters Score -6364391 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -6364790.000000 Penalty: 3517.660645
	Iteration 13Q: 3 clusters Score -6364790 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -6365098.500000 Penalty: 3517.660645
	Iteration 14Q: 3 clusters Score -6365098 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -6365285.000000 Penalty: 3517.660645
	Iteration 15Q: 3 clusters Score -6365285 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -6365441.000000 Penalty: 3517.660645
	Iteration 16Q: 3 clusters Score -6365441 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -6365538.000000 Penalty: 3517.660645
	Iteration 17Q: 3 clusters Score -6365538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -6365606.000000 Penalty: 3517.660645
	Iteration 18Q: 3 clusters Score -6365606 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -6365662.000000 Penalty: 3517.660645
	Iteration 19Q: 3 clusters Score -6365662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -6365707.000000 Penalty: 3517.660645
	Iteration 20F: 3 clusters Score -6365707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -6365735.000000 Penalty: 3517.660645
	Iteration 21Q: 3 clusters Score -6365735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -6365753.500000 Penalty: 3517.660645
	Iteration 22Q: 3 clusters Score -6365754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -6365779.000000 Penalty: 3517.660645
	Iteration 23Q: 3 clusters Score -6365779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -6365788.000000 Penalty: 3517.660645
	Iteration 24Q: 3 clusters Score -6365788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -6365785.500000 Penalty: 3517.660645
	Iteration 25Q: 3 clusters Score -6365786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -6365798.000000 Penalty: 3517.660645
	Iteration 26Q: 3 clusters Score -6365798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -6365804.500000 Penalty: 3517.660645
	Iteration 27Q: 3 clusters Score -6365804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -6365813.500000 Penalty: 3517.660645
	Iteration 28Q: 3 clusters Score -6365814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -6365821.000000 Penalty: 3517.660645
	Iteration 29Q: 3 clusters Score -6365821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -6365833.000000 Penalty: 3517.660645
	Iteration 30Q: 3 clusters Score -6365833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -6365834.500000 Penalty: 3517.660645
	Iteration 31Q: 3 clusters Score -6365834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -6365849.500000 Penalty: 3517.660645
	Iteration 32Q: 3 clusters Score -6365850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -6365848.000000 Penalty: 3517.660645
	Iteration 33Q: 3 clusters Score -6365848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -6365862.500000 Penalty: 3517.660645
	Iteration 34Q: 3 clusters Score -6365862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -6365861.500000 Penalty: 3517.660645
	Iteration 35Q: 3 clusters Score -6365862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -6365870.500000 Penalty: 3517.660645
	Iteration 36Q: 3 clusters Score -6365870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -6365869.000000 Penalty: 3517.660645
	Iteration 37Q: 3 clusters Score -6365869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -6365874.000000 Penalty: 3517.660645
	Iteration 38Q: 3 clusters Score -6365874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -6365875.500000 Penalty: 3517.660645
	Iteration 39Q: 3 clusters Score -6365876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -6365874.000000 Penalty: 3517.660645
	Iteration 40F: 3 clusters Score -6365874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -6365880.000000 Penalty: 3517.660645
	Iteration 41Q: 3 clusters Score -6365880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -6365881.500000 Penalty: 3517.660645
	Iteration 42Q: 3 clusters Score -6365882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -6365884.500000 Penalty: 3517.660645
	Iteration 43Q: 3 clusters Score -6365884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -6365881.500000 Penalty: 3517.660645
	Iteration 44Q: 3 clusters Score -6365882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -6365880.500000 Penalty: 3517.660645
	Iteration 45Q: 3 clusters Score -6365880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -6365880.500000 Penalty: 3517.660645
	Iteration 46Q: 3 clusters Score -6365880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -6365878.500000 Penalty: 3517.660645
	Iteration 47Q: 3 clusters Score -6365878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -6365883.000000 Penalty: 3517.660645
	Iteration 48Q: 3 clusters Score -6365883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -6365883.500000 Penalty: 3517.660645
	Iteration 49Q: 3 clusters Score -6365884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -6365881.000000 Penalty: 3517.660645
	Iteration 50Q: 3 clusters Score -6365881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -6365881.000000 Penalty: 3517.660645
	Iteration 51F: 3 clusters Score -6365881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (94088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Entering Unmasked Estep 
Score: -11778500.000000 Penalty: 1860.947632
	Iteration 0F: 2 clusters Score -1.17785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -11718644.000000 Penalty: 3721.895264
	Iteration 0F: 3 clusters Score -1.171864e+07 nChanged 45022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -11744400.000000 Penalty: 3721.895264
	Iteration 1F: 3 clusters Score -1.17444e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -11745136.000000 Penalty: 3721.895264
	Iteration 2Q: 3 clusters Score -1.174514e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -11746210.000000 Penalty: 3721.895264
	Iteration 3Q: 3 clusters Score -1.174621e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -11747656.000000 Penalty: 3721.895264
	Iteration 4Q: 3 clusters Score -1.174766e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -11749664.000000 Penalty: 3721.895264
	Iteration 5Q: 3 clusters Score -1.174966e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -11752507.000000 Penalty: 3721.895264
	Iteration 6F: 3 clusters Score -1.175251e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -11756232.000000 Penalty: 3721.895264
	Iteration 7F: 3 clusters Score -1.175623e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -11760105.000000 Penalty: 3721.895264
	Iteration 8F: 3 clusters Score -1.17601e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -11763581.000000 Penalty: 3721.895264
	Iteration 9F: 3 clusters Score -1.176358e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -11765860.000000 Penalty: 3721.895264
	Iteration 10Q: 3 clusters Score -1.176586e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -11767261.000000 Penalty: 3721.895264
	Iteration 11Q: 3 clusters Score -1.176726e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -11767999.000000 Penalty: 3721.895264
	Iteration 12Q: 3 clusters Score -1.1768e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -11768385.000000 Penalty: 3721.895264
	Iteration 13Q: 3 clusters Score -1.176838e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -11768546.000000 Penalty: 3721.895264
	Iteration 14Q: 3 clusters Score -1.176855e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -11768635.000000 Penalty: 3721.895264
	Iteration 15Q: 3 clusters Score -1.176864e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -11768727.000000 Penalty: 3721.895264
	Iteration 16Q: 3 clusters Score -1.176873e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -11768814.000000 Penalty: 3721.895264
	Iteration 17Q: 3 clusters Score -1.176881e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -11768947.000000 Penalty: 3721.895264
	Iteration 18Q: 3 clusters Score -1.176895e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -11769099.000000 Penalty: 3721.895264
	Iteration 19Q: 3 clusters Score -1.17691e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -11769207.000000 Penalty: 3721.895264
	Iteration 20F: 3 clusters Score -1.176921e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -11769433.000000 Penalty: 3721.895264
	Iteration 21Q: 3 clusters Score -1.176943e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -11769625.000000 Penalty: 3721.895264
	Iteration 22Q: 3 clusters Score -1.176962e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -11769837.000000 Penalty: 3721.895264
	Iteration 23Q: 3 clusters Score -1.176984e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -11770082.000000 Penalty: 3721.895264
	Iteration 24Q: 3 clusters Score -1.177008e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -11770350.000000 Penalty: 3721.895264
	Iteration 25Q: 3 clusters Score -1.177035e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -11770649.000000 Penalty: 3721.895264
	Iteration 26Q: 3 clusters Score -1.177065e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -11771002.000000 Penalty: 3721.895264
	Iteration 27Q: 3 clusters Score -1.1771e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -11771372.000000 Penalty: 3721.895264
	Iteration 28Q: 3 clusters Score -1.177137e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -11771719.000000 Penalty: 3721.895264
	Iteration 29Q: 3 clusters Score -1.177172e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -11772617.000000 Penalty: 3721.895264
	Iteration 30Q: 3 clusters Score -1.177262e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -11773876.000000 Penalty: 3721.895264
	Iteration 31Q: 3 clusters Score -1.177388e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84581 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -11774905.000000 Penalty: 3721.895264
	Iteration 32Q: 3 clusters Score -1.17749e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -11775890.000000 Penalty: 3721.895264
	Iteration 33Q: 3 clusters Score -1.177589e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -11776595.000000 Penalty: 3721.895264
	Iteration 34Q: 3 clusters Score -1.17766e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88515 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -11777106.000000 Penalty: 3721.895264
	Iteration 35Q: 3 clusters Score -1.177711e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -11777370.000000 Penalty: 3721.895264
	Iteration 36Q: 3 clusters Score -1.177737e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -11777341.000000 Penalty: 3721.895264
	Iteration 37Q: 3 clusters Score -1.177734e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -11777463.000000 Penalty: 3721.895264
	Iteration 38Q: 3 clusters Score -1.177746e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -11777537.000000 Penalty: 3721.895264
	Iteration 39Q: 3 clusters Score -1.177754e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -11777532.000000 Penalty: 3721.895264
	Iteration 40F: 3 clusters Score -1.177753e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92401 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -11777450.000000 Penalty: 3721.895264
	Iteration 41Q: 3 clusters Score -1.177745e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92607 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11777419.000000 Penalty: 3721.895264
	Iteration 42Q: 3 clusters Score -1.177742e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11777470.000000 Penalty: 3721.895264
	Iteration 43Q: 3 clusters Score -1.177747e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11777449.000000 Penalty: 3721.895264
	Iteration 44Q: 3 clusters Score -1.177745e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11777438.000000 Penalty: 3721.895264
	Iteration 45Q: 3 clusters Score -1.177744e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11777403.000000 Penalty: 3721.895264
	Iteration 46Q: 3 clusters Score -1.17774e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93091 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11777386.000000 Penalty: 3721.895264
	Iteration 47Q: 3 clusters Score -1.177739e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11777380.000000 Penalty: 3721.895264
	Iteration 48Q: 3 clusters Score -1.177738e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11777372.000000 Penalty: 3721.895264
	Iteration 49Q: 3 clusters Score -1.177737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93185 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11777349.000000 Penalty: 3721.895264
	Iteration 50Q: 3 clusters Score -1.177735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11777337.000000 Penalty: 3721.895264
	Iteration 51Q: 3 clusters Score -1.177734e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11777349.000000 Penalty: 3721.895264
	Iteration 52Q: 3 clusters Score -1.177735e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11777341.000000 Penalty: 3721.895264
	Iteration 53Q: 3 clusters Score -1.177734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11777339.000000 Penalty: 3721.895264
	Iteration 54Q: 3 clusters Score -1.177734e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11777338.000000 Penalty: 3721.895264
	Iteration 55Q: 3 clusters Score -1.177734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11777357.000000 Penalty: 3721.895264
	Iteration 56Q: 3 clusters Score -1.177736e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11777352.000000 Penalty: 3721.895264
	Iteration 57Q: 3 clusters Score -1.177735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -11777356.000000 Penalty: 3721.895264
	Iteration 58Q: 3 clusters Score -1.177736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93366 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11777353.000000 Penalty: 3721.895264
	Iteration 59Q: 3 clusters Score -1.177735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11777361.000000 Penalty: 3721.895264
	Iteration 60F: 3 clusters Score -1.177736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11777359.000000 Penalty: 3721.895264
	Iteration 61Q: 3 clusters Score -1.177736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93381 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11777349.000000 Penalty: 3721.895264
	Iteration 62Q: 3 clusters Score -1.177735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11777363.000000 Penalty: 3721.895264
	Iteration 63Q: 3 clusters Score -1.177736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11777363.000000 Penalty: 3721.895264
	Iteration 64Q: 3 clusters Score -1.177736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11777367.000000 Penalty: 3721.895264
	Iteration 65Q: 3 clusters Score -1.177737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11777368.000000 Penalty: 3721.895264
	Iteration 66Q: 3 clusters Score -1.177737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11777371.000000 Penalty: 3721.895264
	Iteration 67Q: 3 clusters Score -1.177737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -11777366.000000 Penalty: 3721.895264
	Iteration 68Q: 3 clusters Score -1.177737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11777369.000000 Penalty: 3721.895264
	Iteration 69Q: 3 clusters Score -1.177737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11777370.000000 Penalty: 3721.895264
	Iteration 70Q: 3 clusters Score -1.177737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93394 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11777369.000000 Penalty: 3721.895264
	Iteration 71Q: 3 clusters Score -1.177737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11777365.000000 Penalty: 3721.895264
	Iteration 72Q: 3 clusters Score -1.177736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93398 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11777372.000000 Penalty: 3721.895264
	Iteration 73Q: 3 clusters Score -1.177737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -11777370.000000 Penalty: 3721.895264
	Iteration 74Q: 3 clusters Score -1.177737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11777370.000000 Penalty: 3721.895264
	Iteration 75Q: 3 clusters Score -1.177737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11777377.000000 Penalty: 3721.895264
	Iteration 76Q: 3 clusters Score -1.177738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11777380.000000 Penalty: 3721.895264
	Iteration 77Q: 3 clusters Score -1.177738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11777397.000000 Penalty: 3721.895264
	Iteration 78Q: 3 clusters Score -1.17774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11777383.000000 Penalty: 3721.895264
	Iteration 79Q: 3 clusters Score -1.177738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11777377.000000 Penalty: 3721.895264
	Iteration 80F: 3 clusters Score -1.177738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93422 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11777375.000000 Penalty: 3721.895264
	Iteration 81Q: 3 clusters Score -1.177738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93424 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11777382.000000 Penalty: 3721.895264
	Iteration 82Q: 3 clusters Score -1.177738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11777393.000000 Penalty: 3721.895264
	Iteration 83Q: 3 clusters Score -1.177739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93424 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11777396.000000 Penalty: 3721.895264
	Iteration 84Q: 3 clusters Score -1.17774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11777400.000000 Penalty: 3721.895264
	Iteration 85Q: 3 clusters Score -1.17774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11777389.000000 Penalty: 3721.895264
	Iteration 86Q: 3 clusters Score -1.177739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93425 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11777402.000000 Penalty: 3721.895264
	Iteration 87Q: 3 clusters Score -1.17774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11777402.000000 Penalty: 3721.895264
	Iteration 88Q: 3 clusters Score -1.17774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11777402.000000 Penalty: 3721.895264
	Iteration 89F: 3 clusters Score -1.17774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -40255.019531 Penalty: 966.555725
	Iteration 0F: 2 clusters Score -40255.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39316.917969 Penalty: 1933.111450
	Iteration 0F: 3 clusters Score -39316.92 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39452.308594 Penalty: 1933.111450
	Iteration 1F: 3 clusters Score -39452.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39497.761719 Penalty: 1933.111450
	Iteration 2Q: 3 clusters Score -39497.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39528.109375 Penalty: 1933.111450
	Iteration 3Q: 3 clusters Score -39528.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39549.894531 Penalty: 1933.111450
	Iteration 4Q: 3 clusters Score -39549.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39563.480469 Penalty: 1933.111450
	Iteration 5Q: 3 clusters Score -39563.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39567.613281 Penalty: 1933.111450
	Iteration 6Q: 3 clusters Score -39567.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39587.957031 Penalty: 1933.111450
	Iteration 7Q: 3 clusters Score -39587.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39602.617188 Penalty: 1933.111450
	Iteration 8Q: 3 clusters Score -39602.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39612.386719 Penalty: 1933.111450
	Iteration 9Q: 3 clusters Score -39612.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39617.339844 Penalty: 1933.111450
	Iteration 10Q: 3 clusters Score -39617.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39618.425781 Penalty: 1933.111450
	Iteration 11Q: 3 clusters Score -39618.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39618.425781 Penalty: 1933.111450
	Iteration 12F: 3 clusters Score -39618.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Entering Unmasked Estep 
Score: -1662382.625000 Penalty: 1547.967407
	Iteration 0F: 2 clusters Score -1662383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1652816.375000 Penalty: 3095.934814
	Iteration 0F: 3 clusters Score -1652816 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1656093.125000 Penalty: 3095.934814
	Iteration 1F: 3 clusters Score -1656093 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1656471.000000 Penalty: 3095.934814
	Iteration 2F: 3 clusters Score -1656471 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1656836.125000 Penalty: 3095.934814
	Iteration 3F: 3 clusters Score -1656836 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1657252.875000 Penalty: 3095.934814
	Iteration 4F: 3 clusters Score -1657253 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1657682.000000 Penalty: 3095.934814
	Iteration 5F: 3 clusters Score -1657682 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1658110.000000 Penalty: 3095.934814
	Iteration 6Q: 3 clusters Score -1658110 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1658568.250000 Penalty: 3095.934814
	Iteration 7Q: 3 clusters Score -1658568 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1658953.000000 Penalty: 3095.934814
	Iteration 8Q: 3 clusters Score -1658953 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1659267.375000 Penalty: 3095.934814
	Iteration 9Q: 3 clusters Score -1659267 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1659522.125000 Penalty: 3095.934814
	Iteration 10Q: 3 clusters Score -1659522 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1659750.125000 Penalty: 3095.934814
	Iteration 11Q: 3 clusters Score -1659750 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1659974.125000 Penalty: 3095.934814
	Iteration 12Q: 3 clusters Score -1659974 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1660153.750000 Penalty: 3095.934814
	Iteration 13Q: 3 clusters Score -1660154 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1660319.000000 Penalty: 3095.934814
	Iteration 14Q: 3 clusters Score -1660319 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1660452.375000 Penalty: 3095.934814
	Iteration 15Q: 3 clusters Score -1660452 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1660590.875000 Penalty: 3095.934814
	Iteration 16Q: 3 clusters Score -1660591 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1660730.250000 Penalty: 3095.934814
	Iteration 17Q: 3 clusters Score -1660730 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1660841.000000 Penalty: 3095.934814
	Iteration 18Q: 3 clusters Score -1660841 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1660952.000000 Penalty: 3095.934814
	Iteration 19Q: 3 clusters Score -1660952 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1661037.125000 Penalty: 3095.934814
	Iteration 20F: 3 clusters Score -1661037 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1661098.000000 Penalty: 3095.934814
	Iteration 21Q: 3 clusters Score -1661098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1661133.750000 Penalty: 3095.934814
	Iteration 22Q: 3 clusters Score -1661134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1661157.000000 Penalty: 3095.934814
	Iteration 23Q: 3 clusters Score -1661157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1661171.875000 Penalty: 3095.934814
	Iteration 24Q: 3 clusters Score -1661172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1661188.125000 Penalty: 3095.934814
	Iteration 25Q: 3 clusters Score -1661188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1661200.750000 Penalty: 3095.934814
	Iteration 26Q: 3 clusters Score -1661201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1661213.500000 Penalty: 3095.934814
	Iteration 27Q: 3 clusters Score -1661214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1661225.125000 Penalty: 3095.934814
	Iteration 28Q: 3 clusters Score -1661225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1661239.750000 Penalty: 3095.934814
	Iteration 29Q: 3 clusters Score -1661240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1661247.875000 Penalty: 3095.934814
	Iteration 30Q: 3 clusters Score -1661248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1661258.125000 Penalty: 3095.934814
	Iteration 31Q: 3 clusters Score -1661258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1661273.125000 Penalty: 3095.934814
	Iteration 32Q: 3 clusters Score -1661273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1661280.500000 Penalty: 3095.934814
	Iteration 33Q: 3 clusters Score -1661280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1661288.375000 Penalty: 3095.934814
	Iteration 34Q: 3 clusters Score -1661288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1661294.375000 Penalty: 3095.934814
	Iteration 35Q: 3 clusters Score -1661294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1661299.875000 Penalty: 3095.934814
	Iteration 36Q: 3 clusters Score -1661300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1661300.500000 Penalty: 3095.934814
	Iteration 37Q: 3 clusters Score -1661300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1661306.000000 Penalty: 3095.934814
	Iteration 38Q: 3 clusters Score -1661306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1661304.750000 Penalty: 3095.934814
	Iteration 39Q: 3 clusters Score -1661305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1661304.000000 Penalty: 3095.934814
	Iteration 40F: 3 clusters Score -1661304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1661304.375000 Penalty: 3095.934814
	Iteration 41Q: 3 clusters Score -1661304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1661304.375000 Penalty: 3095.934814
	Iteration 42Q: 3 clusters Score -1661304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1661304.875000 Penalty: 3095.934814
	Iteration 43Q: 3 clusters Score -1661305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1661306.250000 Penalty: 3095.934814
	Iteration 44Q: 3 clusters Score -1661306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1661310.500000 Penalty: 3095.934814
	Iteration 45Q: 3 clusters Score -1661310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1661313.625000 Penalty: 3095.934814
	Iteration 46Q: 3 clusters Score -1661314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1661319.750000 Penalty: 3095.934814
	Iteration 47Q: 3 clusters Score -1661320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1661320.500000 Penalty: 3095.934814
	Iteration 48Q: 3 clusters Score -1661320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1661321.875000 Penalty: 3095.934814
	Iteration 49Q: 3 clusters Score -1661322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1661322.875000 Penalty: 3095.934814
	Iteration 50Q: 3 clusters Score -1661323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1661322.875000 Penalty: 3095.934814
	Iteration 51F: 3 clusters Score -1661323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Entering Unmasked Estep 
Score: -848431.562500 Penalty: 1437.392090
	Iteration 0F: 2 clusters Score -848431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -843148.062500 Penalty: 2874.784180
	Iteration 0F: 3 clusters Score -843148.1 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -844663.437500 Penalty: 2874.784180
	Iteration 1F: 3 clusters Score -844663.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -844885.062500 Penalty: 2874.784180
	Iteration 2F: 3 clusters Score -844885.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -845063.125000 Penalty: 2874.784180
	Iteration 3F: 3 clusters Score -845063.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -845191.000000 Penalty: 2874.784180
	Iteration 4Q: 3 clusters Score -845191 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -845312.437500 Penalty: 2874.784180
	Iteration 5Q: 3 clusters Score -845312.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -845419.312500 Penalty: 2874.784180
	Iteration 6Q: 3 clusters Score -845419.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -845525.125000 Penalty: 2874.784180
	Iteration 7Q: 3 clusters Score -845525.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -845674.250000 Penalty: 2874.784180
	Iteration 8Q: 3 clusters Score -845674.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -845856.125000 Penalty: 2874.784180
	Iteration 9Q: 3 clusters Score -845856.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -846031.250000 Penalty: 2874.784180
	Iteration 10Q: 3 clusters Score -846031.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -846222.250000 Penalty: 2874.784180
	Iteration 11Q: 3 clusters Score -846222.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -846384.312500 Penalty: 2874.784180
	Iteration 12Q: 3 clusters Score -846384.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -846512.187500 Penalty: 2874.784180
	Iteration 13Q: 3 clusters Score -846512.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -846622.312500 Penalty: 2874.784180
	Iteration 14Q: 3 clusters Score -846622.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -846705.750000 Penalty: 2874.784180
	Iteration 15Q: 3 clusters Score -846705.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -846783.937500 Penalty: 2874.784180
	Iteration 16Q: 3 clusters Score -846783.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -846858.437500 Penalty: 2874.784180
	Iteration 17Q: 3 clusters Score -846858.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -846927.937500 Penalty: 2874.784180
	Iteration 18Q: 3 clusters Score -846927.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -846983.812500 Penalty: 2874.784180
	Iteration 19Q: 3 clusters Score -846983.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -847020.625000 Penalty: 2874.784180
	Iteration 20F: 3 clusters Score -847020.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -847055.937500 Penalty: 2874.784180
	Iteration 21Q: 3 clusters Score -847055.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -847089.250000 Penalty: 2874.784180
	Iteration 22Q: 3 clusters Score -847089.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -847114.687500 Penalty: 2874.784180
	Iteration 23Q: 3 clusters Score -847114.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -847134.437500 Penalty: 2874.784180
	Iteration 24Q: 3 clusters Score -847134.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -847149.000000 Penalty: 2874.784180
	Iteration 25Q: 3 clusters Score -847149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -847164.625000 Penalty: 2874.784180
	Iteration 26Q: 3 clusters Score -847164.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -847176.562500 Penalty: 2874.784180
	Iteration 27Q: 3 clusters Score -847176.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -847183.875000 Penalty: 2874.784180
	Iteration 28Q: 3 clusters Score -847183.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -847190.750000 Penalty: 2874.784180
	Iteration 29Q: 3 clusters Score -847190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -847194.750000 Penalty: 2874.784180
	Iteration 30Q: 3 clusters Score -847194.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -847198.187500 Penalty: 2874.784180
	Iteration 31Q: 3 clusters Score -847198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -847200.000000 Penalty: 2874.784180
	Iteration 32Q: 3 clusters Score -847200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -847206.437500 Penalty: 2874.784180
	Iteration 33Q: 3 clusters Score -847206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -847208.062500 Penalty: 2874.784180
	Iteration 34Q: 3 clusters Score -847208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -847210.000000 Penalty: 2874.784180
	Iteration 35Q: 3 clusters Score -847210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -847210.750000 Penalty: 2874.784180
	Iteration 36Q: 3 clusters Score -847210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -847212.625000 Penalty: 2874.784180
	Iteration 37Q: 3 clusters Score -847212.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -847216.187500 Penalty: 2874.784180
	Iteration 38Q: 3 clusters Score -847216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -847217.312500 Penalty: 2874.784180
	Iteration 39Q: 3 clusters Score -847217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -847217.437500 Penalty: 2874.784180
	Iteration 40F: 3 clusters Score -847217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -847217.312500 Penalty: 2874.784180
	Iteration 41Q: 3 clusters Score -847217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -847219.500000 Penalty: 2874.784180
	Iteration 42Q: 3 clusters Score -847219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -847220.187500 Penalty: 2874.784180
	Iteration 43Q: 3 clusters Score -847220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -847220.437500 Penalty: 2874.784180
	Iteration 44Q: 3 clusters Score -847220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -847220.437500 Penalty: 2874.784180
	Iteration 45F: 3 clusters Score -847220.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Entering Unmasked Estep 
Score: -428243.218750 Penalty: 1326.825317
	Iteration 0F: 2 clusters Score -428243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -425162.843750 Penalty: 2653.650635
	Iteration 0F: 3 clusters Score -425162.8 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -425900.250000 Penalty: 2653.650635
	Iteration 1F: 3 clusters Score -425900.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -426028.781250 Penalty: 2653.650635
	Iteration 2F: 3 clusters Score -426028.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -426108.937500 Penalty: 2653.650635
	Iteration 3Q: 3 clusters Score -426108.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -426164.062500 Penalty: 2653.650635
	Iteration 4Q: 3 clusters Score -426164.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -426196.281250 Penalty: 2653.650635
	Iteration 5Q: 3 clusters Score -426196.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -426223.968750 Penalty: 2653.650635
	Iteration 6Q: 3 clusters Score -426224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -426251.593750 Penalty: 2653.650635
	Iteration 7Q: 3 clusters Score -426251.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -426271.687500 Penalty: 2653.650635
	Iteration 8Q: 3 clusters Score -426271.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -426290.000000 Penalty: 2653.650635
	Iteration 9Q: 3 clusters Score -426290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -426303.562500 Penalty: 2653.650635
	Iteration 10Q: 3 clusters Score -426303.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -426314.125000 Penalty: 2653.650635
	Iteration 11Q: 3 clusters Score -426314.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -426322.781250 Penalty: 2653.650635
	Iteration 12Q: 3 clusters Score -426322.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -426326.375000 Penalty: 2653.650635
	Iteration 13Q: 3 clusters Score -426326.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -426328.187500 Penalty: 2653.650635
	Iteration 14Q: 3 clusters Score -426328.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -426331.781250 Penalty: 2653.650635
	Iteration 15Q: 3 clusters Score -426331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -426335.000000 Penalty: 2653.650635
	Iteration 16Q: 3 clusters Score -426335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -426341.281250 Penalty: 2653.650635
	Iteration 17Q: 3 clusters Score -426341.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -426346.281250 Penalty: 2653.650635
	Iteration 18Q: 3 clusters Score -426346.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -426351.093750 Penalty: 2653.650635
	Iteration 19Q: 3 clusters Score -426351.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -426355.343750 Penalty: 2653.650635
	Iteration 20F: 3 clusters Score -426355.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -426359.531250 Penalty: 2653.650635
	Iteration 21Q: 3 clusters Score -426359.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -426363.812500 Penalty: 2653.650635
	Iteration 22Q: 3 clusters Score -426363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -426366.125000 Penalty: 2653.650635
	Iteration 23Q: 3 clusters Score -426366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -426368.562500 Penalty: 2653.650635
	Iteration 24Q: 3 clusters Score -426368.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -426370.343750 Penalty: 2653.650635
	Iteration 25Q: 3 clusters Score -426370.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -426371.687500 Penalty: 2653.650635
	Iteration 26Q: 3 clusters Score -426371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -426372.781250 Penalty: 2653.650635
	Iteration 27Q: 3 clusters Score -426372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -426374.031250 Penalty: 2653.650635
	Iteration 28Q: 3 clusters Score -426374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -426374.562500 Penalty: 2653.650635
	Iteration 29Q: 3 clusters Score -426374.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -426376.718750 Penalty: 2653.650635
	Iteration 30Q: 3 clusters Score -426376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -426377.031250 Penalty: 2653.650635
	Iteration 31Q: 3 clusters Score -426377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -426378.593750 Penalty: 2653.650635
	Iteration 32Q: 3 clusters Score -426378.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -426378.375000 Penalty: 2653.650635
	Iteration 33Q: 3 clusters Score -426378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -426378.687500 Penalty: 2653.650635
	Iteration 34Q: 3 clusters Score -426378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -426379.468750 Penalty: 2653.650635
	Iteration 35Q: 3 clusters Score -426379.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -426380.218750 Penalty: 2653.650635
	Iteration 36Q: 3 clusters Score -426380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -426380.218750 Penalty: 2653.650635
	Iteration 37F: 3 clusters Score -426380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Entering Unmasked Estep 
Score: -12289543.000000 Penalty: 1869.199097
	Iteration 0F: 2 clusters Score -1.228954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -12227782.000000 Penalty: 3738.398193
	Iteration 0F: 3 clusters Score -1.222778e+07 nChanged 47253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -12255416.000000 Penalty: 3738.398193
	Iteration 1F: 3 clusters Score -1.225542e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -12256460.000000 Penalty: 3738.398193
	Iteration 2Q: 3 clusters Score -1.225646e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -12257816.000000 Penalty: 3738.398193
	Iteration 3Q: 3 clusters Score -1.225782e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -12260197.000000 Penalty: 3738.398193
	Iteration 4Q: 3 clusters Score -1.22602e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -12263880.000000 Penalty: 3738.398193
	Iteration 5F: 3 clusters Score -1.226388e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -12269332.000000 Penalty: 3738.398193
	Iteration 6F: 3 clusters Score -1.226933e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -12275772.000000 Penalty: 3738.398193
	Iteration 7F: 3 clusters Score -1.227577e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -12281010.000000 Penalty: 3738.398193
	Iteration 8F: 3 clusters Score -1.228101e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -12283456.000000 Penalty: 3738.398193
	Iteration 9Q: 3 clusters Score -1.228346e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -12284406.000000 Penalty: 3738.398193
	Iteration 10Q: 3 clusters Score -1.228441e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -12285288.000000 Penalty: 3738.398193
	Iteration 11Q: 3 clusters Score -1.228529e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -12286099.000000 Penalty: 3738.398193
	Iteration 12Q: 3 clusters Score -1.22861e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -12286812.000000 Penalty: 3738.398193
	Iteration 13Q: 3 clusters Score -1.228681e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -12287423.000000 Penalty: 3738.398193
	Iteration 14Q: 3 clusters Score -1.228742e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -12287856.000000 Penalty: 3738.398193
	Iteration 15Q: 3 clusters Score -1.228786e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -12288242.000000 Penalty: 3738.398193
	Iteration 16Q: 3 clusters Score -1.228824e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -12288503.000000 Penalty: 3738.398193
	Iteration 17Q: 3 clusters Score -1.22885e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -12288662.000000 Penalty: 3738.398193
	Iteration 18Q: 3 clusters Score -1.228866e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -12288863.000000 Penalty: 3738.398193
	Iteration 19Q: 3 clusters Score -1.228886e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -12288980.000000 Penalty: 3738.398193
	Iteration 20F: 3 clusters Score -1.228898e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -12289088.000000 Penalty: 3738.398193
	Iteration 21Q: 3 clusters Score -1.228909e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -12289191.000000 Penalty: 3738.398193
	Iteration 22Q: 3 clusters Score -1.228919e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -12289254.000000 Penalty: 3738.398193
	Iteration 23Q: 3 clusters Score -1.228925e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -12289289.000000 Penalty: 3738.398193
	Iteration 24Q: 3 clusters Score -1.228929e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -12289319.000000 Penalty: 3738.398193
	Iteration 25Q: 3 clusters Score -1.228932e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -12289349.000000 Penalty: 3738.398193
	Iteration 26Q: 3 clusters Score -1.228935e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -12289336.000000 Penalty: 3738.398193
	Iteration 27Q: 3 clusters Score -1.228934e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -12289359.000000 Penalty: 3738.398193
	Iteration 28Q: 3 clusters Score -1.228936e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -12289370.000000 Penalty: 3738.398193
	Iteration 29Q: 3 clusters Score -1.228937e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 66895 members 
Entering Unmasked Estep 
Score: -12289396.000000 Penalty: 3738.398193
	Iteration 30Q: 3 clusters Score -1.22894e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -12289412.000000 Penalty: 3738.398193
	Iteration 31Q: 3 clusters Score -1.228941e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -12289437.000000 Penalty: 3738.398193
	Iteration 32Q: 3 clusters Score -1.228944e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -12289452.000000 Penalty: 3738.398193
	Iteration 33Q: 3 clusters Score -1.228945e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -12289476.000000 Penalty: 3738.398193
	Iteration 34Q: 3 clusters Score -1.228948e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -12289462.000000 Penalty: 3738.398193
	Iteration 35Q: 3 clusters Score -1.228946e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -12289482.000000 Penalty: 3738.398193
	Iteration 36Q: 3 clusters Score -1.228948e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -12289473.000000 Penalty: 3738.398193
	Iteration 37Q: 3 clusters Score -1.228947e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -12289472.000000 Penalty: 3738.398193
	Iteration 38Q: 3 clusters Score -1.228947e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -12289498.000000 Penalty: 3738.398193
	Iteration 39Q: 3 clusters Score -1.22895e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -12289506.000000 Penalty: 3738.398193
	Iteration 40F: 3 clusters Score -1.228951e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -12289516.000000 Penalty: 3738.398193
	Iteration 41Q: 3 clusters Score -1.228952e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -12289521.000000 Penalty: 3738.398193
	Iteration 42Q: 3 clusters Score -1.228952e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -12289527.000000 Penalty: 3738.398193
	Iteration 43Q: 3 clusters Score -1.228953e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 68040 members 
Entering Unmasked Estep 
Score: -12289509.000000 Penalty: 3738.398193
	Iteration 44Q: 3 clusters Score -1.228951e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -12289554.000000 Penalty: 3738.398193
	Iteration 45Q: 3 clusters Score -1.228955e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -12289547.000000 Penalty: 3738.398193
	Iteration 46Q: 3 clusters Score -1.228955e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -12289571.000000 Penalty: 3738.398193
	Iteration 47Q: 3 clusters Score -1.228957e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -12289592.000000 Penalty: 3738.398193
	Iteration 48Q: 3 clusters Score -1.228959e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -12289601.000000 Penalty: 3738.398193
	Iteration 49Q: 3 clusters Score -1.22896e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -12289594.000000 Penalty: 3738.398193
	Iteration 50Q: 3 clusters Score -1.228959e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -12289606.000000 Penalty: 3738.398193
	Iteration 51Q: 3 clusters Score -1.228961e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -12289616.000000 Penalty: 3738.398193
	Iteration 52Q: 3 clusters Score -1.228962e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -12289601.000000 Penalty: 3738.398193
	Iteration 53Q: 3 clusters Score -1.22896e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -12289624.000000 Penalty: 3738.398193
	Iteration 54Q: 3 clusters Score -1.228962e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -12289633.000000 Penalty: 3738.398193
	Iteration 55Q: 3 clusters Score -1.228963e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -12289634.000000 Penalty: 3738.398193
	Iteration 56Q: 3 clusters Score -1.228963e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -12289630.000000 Penalty: 3738.398193
	Iteration 57Q: 3 clusters Score -1.228963e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -12289631.000000 Penalty: 3738.398193
	Iteration 58Q: 3 clusters Score -1.228963e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -12289644.000000 Penalty: 3738.398193
	Iteration 59Q: 3 clusters Score -1.228964e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -12289639.000000 Penalty: 3738.398193
	Iteration 60F: 3 clusters Score -1.228964e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -12289631.000000 Penalty: 3738.398193
	Iteration 61Q: 3 clusters Score -1.228963e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -12289641.000000 Penalty: 3738.398193
	Iteration 62Q: 3 clusters Score -1.228964e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -12289665.000000 Penalty: 3738.398193
	Iteration 63Q: 3 clusters Score -1.228966e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -12289647.000000 Penalty: 3738.398193
	Iteration 64Q: 3 clusters Score -1.228965e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -12289647.000000 Penalty: 3738.398193
	Iteration 65Q: 3 clusters Score -1.228965e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -12289656.000000 Penalty: 3738.398193
	Iteration 66Q: 3 clusters Score -1.228966e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -12289659.000000 Penalty: 3738.398193
	Iteration 67Q: 3 clusters Score -1.228966e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -12289676.000000 Penalty: 3738.398193
	Iteration 68Q: 3 clusters Score -1.228968e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -12289685.000000 Penalty: 3738.398193
	Iteration 69Q: 3 clusters Score -1.228968e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -12289692.000000 Penalty: 3738.398193
	Iteration 70Q: 3 clusters Score -1.228969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -12289683.000000 Penalty: 3738.398193
	Iteration 71Q: 3 clusters Score -1.228968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -12289705.000000 Penalty: 3738.398193
	Iteration 72Q: 3 clusters Score -1.22897e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -12289718.000000 Penalty: 3738.398193
	Iteration 73Q: 3 clusters Score -1.228972e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -12289713.000000 Penalty: 3738.398193
	Iteration 74Q: 3 clusters Score -1.228971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -12289716.000000 Penalty: 3738.398193
	Iteration 75Q: 3 clusters Score -1.228972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 69769 members 
Entering Unmasked Estep 
Score: -12289722.000000 Penalty: 3738.398193
	Iteration 76Q: 3 clusters Score -1.228972e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -12289710.000000 Penalty: 3738.398193
	Iteration 77Q: 3 clusters Score -1.228971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -12289710.000000 Penalty: 3738.398193
	Iteration 78Q: 3 clusters Score -1.228971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -12289703.000000 Penalty: 3738.398193
	Iteration 79Q: 3 clusters Score -1.22897e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 69862 members 
Entering Unmasked Estep 
Score: -12289713.000000 Penalty: 3738.398193
	Iteration 80F: 3 clusters Score -1.228971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -12289727.000000 Penalty: 3738.398193
	Iteration 81Q: 3 clusters Score -1.228973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -12289721.000000 Penalty: 3738.398193
	Iteration 82Q: 3 clusters Score -1.228972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -12289713.000000 Penalty: 3738.398193
	Iteration 83Q: 3 clusters Score -1.228971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -12289724.000000 Penalty: 3738.398193
	Iteration 84Q: 3 clusters Score -1.228972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -12289707.000000 Penalty: 3738.398193
	Iteration 85Q: 3 clusters Score -1.228971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -12289699.000000 Penalty: 3738.398193
	Iteration 86Q: 3 clusters Score -1.22897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -12289711.000000 Penalty: 3738.398193
	Iteration 87Q: 3 clusters Score -1.228971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -12289702.000000 Penalty: 3738.398193
	Iteration 88Q: 3 clusters Score -1.22897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -12289704.000000 Penalty: 3738.398193
	Iteration 89Q: 3 clusters Score -1.22897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -12289699.000000 Penalty: 3738.398193
	Iteration 90Q: 3 clusters Score -1.22897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -12289705.000000 Penalty: 3738.398193
	Iteration 91Q: 3 clusters Score -1.22897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -12289698.000000 Penalty: 3738.398193
	Iteration 92Q: 3 clusters Score -1.22897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -12289699.000000 Penalty: 3738.398193
	Iteration 93Q: 3 clusters Score -1.22897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -12289702.000000 Penalty: 3738.398193
	Iteration 94Q: 3 clusters Score -1.22897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -12289697.000000 Penalty: 3738.398193
	Iteration 95Q: 3 clusters Score -1.22897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -12289705.000000 Penalty: 3738.398193
	Iteration 96Q: 3 clusters Score -1.22897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -12289699.000000 Penalty: 3738.398193
	Iteration 97Q: 3 clusters Score -1.22897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -12289695.000000 Penalty: 3738.398193
	Iteration 98Q: 3 clusters Score -1.22897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -12289693.000000 Penalty: 3738.398193
	Iteration 99Q: 3 clusters Score -1.228969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -12289686.000000 Penalty: 3738.398193
	Iteration 100F: 3 clusters Score -1.228969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -12289671.000000 Penalty: 3738.398193
	Iteration 101Q: 3 clusters Score -1.228967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -12289670.000000 Penalty: 3738.398193
	Iteration 102Q: 3 clusters Score -1.228967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -12289675.000000 Penalty: 3738.398193
	Iteration 103Q: 3 clusters Score -1.228968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 70166 members 
Entering Unmasked Estep 
Score: -12289676.000000 Penalty: 3738.398193
	Iteration 104Q: 3 clusters Score -1.228968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -12289689.000000 Penalty: 3738.398193
	Iteration 105Q: 3 clusters Score -1.228969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -12289689.000000 Penalty: 3738.398193
	Iteration 106Q: 3 clusters Score -1.228969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -12289692.000000 Penalty: 3738.398193
	Iteration 107Q: 3 clusters Score -1.228969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -12289693.000000 Penalty: 3738.398193
	Iteration 108Q: 3 clusters Score -1.228969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -12289689.000000 Penalty: 3738.398193
	Iteration 109Q: 3 clusters Score -1.228969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -12289695.000000 Penalty: 3738.398193
	Iteration 110Q: 3 clusters Score -1.22897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -12289699.000000 Penalty: 3738.398193
	Iteration 111Q: 3 clusters Score -1.22897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -12289696.000000 Penalty: 3738.398193
	Iteration 112Q: 3 clusters Score -1.22897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -12289690.000000 Penalty: 3738.398193
	Iteration 113Q: 3 clusters Score -1.228969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -12289684.000000 Penalty: 3738.398193
	Iteration 114Q: 3 clusters Score -1.228968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -12289699.000000 Penalty: 3738.398193
	Iteration 115Q: 3 clusters Score -1.22897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -12289707.000000 Penalty: 3738.398193
	Iteration 116Q: 3 clusters Score -1.228971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -12289698.000000 Penalty: 3738.398193
	Iteration 117Q: 3 clusters Score -1.22897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -12289698.000000 Penalty: 3738.398193
	Iteration 118Q: 3 clusters Score -1.22897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -12289702.000000 Penalty: 3738.398193
	Iteration 119Q: 3 clusters Score -1.22897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 70324 members 
Entering Unmasked Estep 
Score: -12289717.000000 Penalty: 3738.398193
	Iteration 120F: 3 clusters Score -1.228972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -12289722.000000 Penalty: 3738.398193
	Iteration 121Q: 3 clusters Score -1.228972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -12289719.000000 Penalty: 3738.398193
	Iteration 122Q: 3 clusters Score -1.228972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -12289715.000000 Penalty: 3738.398193
	Iteration 123Q: 3 clusters Score -1.228972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -12289726.000000 Penalty: 3738.398193
	Iteration 124Q: 3 clusters Score -1.228973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -12289731.000000 Penalty: 3738.398193
	Iteration 125Q: 3 clusters Score -1.228973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 70356 members 
Entering Unmasked Estep 
Score: -12289731.000000 Penalty: 3738.398193
	Iteration 126Q: 3 clusters Score -1.228973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -12289734.000000 Penalty: 3738.398193
	Iteration 127Q: 3 clusters Score -1.228973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -12289739.000000 Penalty: 3738.398193
	Iteration 128Q: 3 clusters Score -1.228974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -12289738.000000 Penalty: 3738.398193
	Iteration 129Q: 3 clusters Score -1.228974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -12289736.000000 Penalty: 3738.398193
	Iteration 130Q: 3 clusters Score -1.228974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -12289735.000000 Penalty: 3738.398193
	Iteration 131Q: 3 clusters Score -1.228974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -12289730.000000 Penalty: 3738.398193
	Iteration 132Q: 3 clusters Score -1.228973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -12289735.000000 Penalty: 3738.398193
	Iteration 133Q: 3 clusters Score -1.228974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 70386 members 
Entering Unmasked Estep 
Score: -12289717.000000 Penalty: 3738.398193
	Iteration 134Q: 3 clusters Score -1.228972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -12289721.000000 Penalty: 3738.398193
	Iteration 135Q: 3 clusters Score -1.228972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -12289717.000000 Penalty: 3738.398193
	Iteration 136Q: 3 clusters Score -1.228972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -12289723.000000 Penalty: 3738.398193
	Iteration 137Q: 3 clusters Score -1.228972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -12289712.000000 Penalty: 3738.398193
	Iteration 138Q: 3 clusters Score -1.228971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -12289728.000000 Penalty: 3738.398193
	Iteration 139Q: 3 clusters Score -1.228973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -12289731.000000 Penalty: 3738.398193
	Iteration 140F: 3 clusters Score -1.228973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -12289733.000000 Penalty: 3738.398193
	Iteration 141Q: 3 clusters Score -1.228973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -12289729.000000 Penalty: 3738.398193
	Iteration 142Q: 3 clusters Score -1.228973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -12289720.000000 Penalty: 3738.398193
	Iteration 143Q: 3 clusters Score -1.228972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -12289723.000000 Penalty: 3738.398193
	Iteration 144Q: 3 clusters Score -1.228972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -12289724.000000 Penalty: 3738.398193
	Iteration 145Q: 3 clusters Score -1.228972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -12289721.000000 Penalty: 3738.398193
	Iteration 146Q: 3 clusters Score -1.228972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -12289726.000000 Penalty: 3738.398193
	Iteration 147Q: 3 clusters Score -1.228973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -12289722.000000 Penalty: 3738.398193
	Iteration 148Q: 3 clusters Score -1.228972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -12289730.000000 Penalty: 3738.398193
	Iteration 149Q: 3 clusters Score -1.228973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -12289727.000000 Penalty: 3738.398193
	Iteration 150Q: 3 clusters Score -1.228973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -12289729.000000 Penalty: 3738.398193
	Iteration 151Q: 3 clusters Score -1.228973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 70505 members 
Entering Unmasked Estep 
Score: -12289724.000000 Penalty: 3738.398193
	Iteration 152Q: 3 clusters Score -1.228972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 70506 members 
Entering Unmasked Estep 
Score: -12289726.000000 Penalty: 3738.398193
	Iteration 153Q: 3 clusters Score -1.228973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -12289735.000000 Penalty: 3738.398193
	Iteration 154Q: 3 clusters Score -1.228974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -12289740.000000 Penalty: 3738.398193
	Iteration 155Q: 3 clusters Score -1.228974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -12289750.000000 Penalty: 3738.398193
	Iteration 156Q: 3 clusters Score -1.228975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -12289744.000000 Penalty: 3738.398193
	Iteration 157Q: 3 clusters Score -1.228974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -12289748.000000 Penalty: 3738.398193
	Iteration 158Q: 3 clusters Score -1.228975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -12289750.000000 Penalty: 3738.398193
	Iteration 159Q: 3 clusters Score -1.228975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 70554 members 
Entering Unmasked Estep 
Score: -12289758.000000 Penalty: 3738.398193
	Iteration 160F: 3 clusters Score -1.228976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 70564 members 
Entering Unmasked Estep 
Score: -12289755.000000 Penalty: 3738.398193
	Iteration 161Q: 3 clusters Score -1.228976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 70580 members 
Entering Unmasked Estep 
Score: -12289758.000000 Penalty: 3738.398193
	Iteration 162Q: 3 clusters Score -1.228976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 70597 members 
Entering Unmasked Estep 
Score: -12289755.000000 Penalty: 3738.398193
	Iteration 163Q: 3 clusters Score -1.228976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -12289757.000000 Penalty: 3738.398193
	Iteration 164Q: 3 clusters Score -1.228976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -12289741.000000 Penalty: 3738.398193
	Iteration 165Q: 3 clusters Score -1.228974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -12289741.000000 Penalty: 3738.398193
	Iteration 166Q: 3 clusters Score -1.228974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -12289745.000000 Penalty: 3738.398193
	Iteration 167Q: 3 clusters Score -1.228974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -12289751.000000 Penalty: 3738.398193
	Iteration 168Q: 3 clusters Score -1.228975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -12289760.000000 Penalty: 3738.398193
	Iteration 169Q: 3 clusters Score -1.228976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -12289756.000000 Penalty: 3738.398193
	Iteration 170Q: 3 clusters Score -1.228976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -12289753.000000 Penalty: 3738.398193
	Iteration 171Q: 3 clusters Score -1.228975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -12289758.000000 Penalty: 3738.398193
	Iteration 172Q: 3 clusters Score -1.228976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -12289758.000000 Penalty: 3738.398193
	Iteration 173F: 3 clusters Score -1.228976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 86499 members 
Mstep: Class 3 contains 91260 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28958 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 50190 members 
Mstep: Class 8 contains 94088 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 28317 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 10006 members 
Mstep: Class 20 contains 101896 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50331 members 
Mstep: Class 25 contains 24843 members 
Mstep: Class 26 contains 90636 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7806 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 70672 members 
Entering Unmasked Estep 
Score: -102226248.000000 Penalty: 75375.343750
Splitting cluster 13 changes total score from -102225736.000000 to -102226248.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48056.441406 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -48056.44 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 257 members 
Entering Unmasked Estep 
Score: -47072.132812 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -47072.13 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47403.253906 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -47403.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47661.640625 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -47661.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47901.914062 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -47901.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48042.921875 Penalty: 2017.791748
	Iteration 4F: 3 clusters Score -48042.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48121.414062 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -48121.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -48176.562500 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -48176.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48202.625000 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -48202.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48219.316406 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -48219.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48247.152344 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -48247.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48266.144531 Penalty: 2017.791748
	Iteration 10Q: 3 clusters Score -48266.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48272.027344 Penalty: 2017.791748
	Iteration 11Q: 3 clusters Score -48272.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48273.476562 Penalty: 2017.791748
	Iteration 12Q: 3 clusters Score -48273.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48273.476562 Penalty: 2017.791748
	Iteration 13F: 3 clusters Score -48273.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 86499 members 
Mstep: Class 3 contains 91260 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28958 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 50190 members 
Mstep: Class 8 contains 94088 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 28317 members 
Mstep: Class 14 contains 183 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 10006 members 
Mstep: Class 20 contains 101896 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50331 members 
Mstep: Class 25 contains 24843 members 
Mstep: Class 26 contains 90636 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7806 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 70672 members 
Mstep: Class 35 contains 314 members 
Entering Unmasked Estep 
Score: -102225312.000000 Penalty: 77592.265625
Splitting cluster 14 changes total score from -102225736.000000 to -102225312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Entering Unmasked Estep 
Score: -633829.000000 Penalty: 1392.405029
	Iteration 0F: 2 clusters Score -633829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -629704.625000 Penalty: 2784.810059
	Iteration 0F: 3 clusters Score -629704.6 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -630801.875000 Penalty: 2784.810059
	Iteration 1F: 3 clusters Score -630801.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -631002.812500 Penalty: 2784.810059
	Iteration 2F: 3 clusters Score -631002.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -631149.312500 Penalty: 2784.810059
	Iteration 3F: 3 clusters Score -631149.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -631272.687500 Penalty: 2784.810059
	Iteration 4Q: 3 clusters Score -631272.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -631413.500000 Penalty: 2784.810059
	Iteration 5Q: 3 clusters Score -631413.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -631556.187500 Penalty: 2784.810059
	Iteration 6Q: 3 clusters Score -631556.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -631682.437500 Penalty: 2784.810059
	Iteration 7Q: 3 clusters Score -631682.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -631804.437500 Penalty: 2784.810059
	Iteration 8Q: 3 clusters Score -631804.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -631924.000000 Penalty: 2784.810059
	Iteration 9Q: 3 clusters Score -631924 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -632044.062500 Penalty: 2784.810059
	Iteration 10Q: 3 clusters Score -632044.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -632156.375000 Penalty: 2784.810059
	Iteration 11Q: 3 clusters Score -632156.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -632258.750000 Penalty: 2784.810059
	Iteration 12Q: 3 clusters Score -632258.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -632344.812500 Penalty: 2784.810059
	Iteration 13Q: 3 clusters Score -632344.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -632405.875000 Penalty: 2784.810059
	Iteration 14Q: 3 clusters Score -632405.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -632458.375000 Penalty: 2784.810059
	Iteration 15Q: 3 clusters Score -632458.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -632499.875000 Penalty: 2784.810059
	Iteration 16Q: 3 clusters Score -632499.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -632537.875000 Penalty: 2784.810059
	Iteration 17Q: 3 clusters Score -632537.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -632572.000000 Penalty: 2784.810059
	Iteration 18Q: 3 clusters Score -632572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -632596.437500 Penalty: 2784.810059
	Iteration 19Q: 3 clusters Score -632596.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -632615.687500 Penalty: 2784.810059
	Iteration 20F: 3 clusters Score -632615.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -632630.125000 Penalty: 2784.810059
	Iteration 21Q: 3 clusters Score -632630.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -632643.500000 Penalty: 2784.810059
	Iteration 22Q: 3 clusters Score -632643.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -632655.812500 Penalty: 2784.810059
	Iteration 23Q: 3 clusters Score -632655.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -632670.312500 Penalty: 2784.810059
	Iteration 24Q: 3 clusters Score -632670.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -632683.875000 Penalty: 2784.810059
	Iteration 25Q: 3 clusters Score -632683.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -632698.750000 Penalty: 2784.810059
	Iteration 26Q: 3 clusters Score -632698.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -632715.687500 Penalty: 2784.810059
	Iteration 27Q: 3 clusters Score -632715.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -632739.625000 Penalty: 2784.810059
	Iteration 28Q: 3 clusters Score -632739.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -632769.125000 Penalty: 2784.810059
	Iteration 29Q: 3 clusters Score -632769.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -632791.562500 Penalty: 2784.810059
	Iteration 30Q: 3 clusters Score -632791.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -632806.375000 Penalty: 2784.810059
	Iteration 31Q: 3 clusters Score -632806.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -632820.812500 Penalty: 2784.810059
	Iteration 32Q: 3 clusters Score -632820.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -632831.875000 Penalty: 2784.810059
	Iteration 33Q: 3 clusters Score -632831.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -632844.312500 Penalty: 2784.810059
	Iteration 34Q: 3 clusters Score -632844.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -632855.437500 Penalty: 2784.810059
	Iteration 35Q: 3 clusters Score -632855.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -632862.437500 Penalty: 2784.810059
	Iteration 36Q: 3 clusters Score -632862.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -632866.750000 Penalty: 2784.810059
	Iteration 37Q: 3 clusters Score -632866.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -632872.312500 Penalty: 2784.810059
	Iteration 38Q: 3 clusters Score -632872.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -632879.250000 Penalty: 2784.810059
	Iteration 39Q: 3 clusters Score -632879.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -632891.437500 Penalty: 2784.810059
	Iteration 40F: 3 clusters Score -632891.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -632901.312500 Penalty: 2784.810059
	Iteration 41Q: 3 clusters Score -632901.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -632910.500000 Penalty: 2784.810059
	Iteration 42Q: 3 clusters Score -632910.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -632918.812500 Penalty: 2784.810059
	Iteration 43Q: 3 clusters Score -632918.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -632924.875000 Penalty: 2784.810059
	Iteration 44Q: 3 clusters Score -632924.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -632931.500000 Penalty: 2784.810059
	Iteration 45Q: 3 clusters Score -632931.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -632936.000000 Penalty: 2784.810059
	Iteration 46Q: 3 clusters Score -632936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -632941.875000 Penalty: 2784.810059
	Iteration 47Q: 3 clusters Score -632941.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -632946.437500 Penalty: 2784.810059
	Iteration 48Q: 3 clusters Score -632946.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -632948.500000 Penalty: 2784.810059
	Iteration 49Q: 3 clusters Score -632948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -632948.375000 Penalty: 2784.810059
	Iteration 50Q: 3 clusters Score -632948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -632950.000000 Penalty: 2784.810059
	Iteration 51Q: 3 clusters Score -632950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -632952.312500 Penalty: 2784.810059
	Iteration 52Q: 3 clusters Score -632952.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -632952.375000 Penalty: 2784.810059
	Iteration 53Q: 3 clusters Score -632952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -632952.437500 Penalty: 2784.810059
	Iteration 54Q: 3 clusters Score -632952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -632954.125000 Penalty: 2784.810059
	Iteration 55Q: 3 clusters Score -632954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -632954.125000 Penalty: 2784.810059
	Iteration 56F: 3 clusters Score -632954.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30365.167969 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30365.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29571.974609 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29571.97 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30032.810547 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -30032.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30329.125000 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -30329.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30529.601562 Penalty: 1925.383179
	Iteration 3Q: 3 clusters Score -30529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30604.255859 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -30604.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30624.927734 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30624.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30645.634766 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -30645.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30665.187500 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -30665.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30691.066406 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -30691.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30699.751953 Penalty: 1925.383179
	Iteration 9Q: 3 clusters Score -30699.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30701.521484 Penalty: 1925.383179
	Iteration 10Q: 3 clusters Score -30701.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30701.521484 Penalty: 1925.383179
	Iteration 11F: 3 clusters Score -30701.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 86499 members 
Mstep: Class 3 contains 91260 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28958 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 50190 members 
Mstep: Class 8 contains 94088 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 28317 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 228 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 10006 members 
Mstep: Class 20 contains 101896 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50331 members 
Mstep: Class 25 contains 24843 members 
Mstep: Class 26 contains 90636 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7806 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 70672 members 
Mstep: Class 35 contains 146 members 
Entering Unmasked Estep 
Score: -102225384.000000 Penalty: 77592.265625
Splitting cluster 16 changes total score from -102225736.000000 to -102225384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Entering Unmasked Estep 
Score: -419941.281250 Penalty: 1332.144775
	Iteration 0F: 2 clusters Score -419941.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -416826.093750 Penalty: 2664.289551
	Iteration 0F: 3 clusters Score -416826.1 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -417818.281250 Penalty: 2664.289551
	Iteration 1F: 3 clusters Score -417818.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -418109.343750 Penalty: 2664.289551
	Iteration 2F: 3 clusters Score -418109.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -418355.562500 Penalty: 2664.289551
	Iteration 3F: 3 clusters Score -418355.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -418573.031250 Penalty: 2664.289551
	Iteration 4F: 3 clusters Score -418573 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -418795.687500 Penalty: 2664.289551
	Iteration 5F: 3 clusters Score -418795.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -418983.375000 Penalty: 2664.289551
	Iteration 6F: 3 clusters Score -418983.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -419143.093750 Penalty: 2664.289551
	Iteration 7Q: 3 clusters Score -419143.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -419246.937500 Penalty: 2664.289551
	Iteration 8Q: 3 clusters Score -419246.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -419326.062500 Penalty: 2664.289551
	Iteration 9Q: 3 clusters Score -419326.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -419382.187500 Penalty: 2664.289551
	Iteration 10Q: 3 clusters Score -419382.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -419422.843750 Penalty: 2664.289551
	Iteration 11Q: 3 clusters Score -419422.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -419451.937500 Penalty: 2664.289551
	Iteration 12Q: 3 clusters Score -419451.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -419471.031250 Penalty: 2664.289551
	Iteration 13Q: 3 clusters Score -419471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -419482.468750 Penalty: 2664.289551
	Iteration 14Q: 3 clusters Score -419482.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -419486.843750 Penalty: 2664.289551
	Iteration 15Q: 3 clusters Score -419486.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -419493.375000 Penalty: 2664.289551
	Iteration 16Q: 3 clusters Score -419493.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -419502.250000 Penalty: 2664.289551
	Iteration 17Q: 3 clusters Score -419502.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -419512.156250 Penalty: 2664.289551
	Iteration 18Q: 3 clusters Score -419512.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -419524.593750 Penalty: 2664.289551
	Iteration 19Q: 3 clusters Score -419524.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -419536.843750 Penalty: 2664.289551
	Iteration 20F: 3 clusters Score -419536.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -419546.781250 Penalty: 2664.289551
	Iteration 21Q: 3 clusters Score -419546.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -419552.062500 Penalty: 2664.289551
	Iteration 22Q: 3 clusters Score -419552.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -419556.781250 Penalty: 2664.289551
	Iteration 23Q: 3 clusters Score -419556.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -419562.406250 Penalty: 2664.289551
	Iteration 24Q: 3 clusters Score -419562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -419565.781250 Penalty: 2664.289551
	Iteration 25Q: 3 clusters Score -419565.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -419569.218750 Penalty: 2664.289551
	Iteration 26Q: 3 clusters Score -419569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -419572.562500 Penalty: 2664.289551
	Iteration 27Q: 3 clusters Score -419572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -419574.468750 Penalty: 2664.289551
	Iteration 28Q: 3 clusters Score -419574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -419576.187500 Penalty: 2664.289551
	Iteration 29Q: 3 clusters Score -419576.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -419577.062500 Penalty: 2664.289551
	Iteration 30Q: 3 clusters Score -419577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -419577.218750 Penalty: 2664.289551
	Iteration 31Q: 3 clusters Score -419577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -419577.625000 Penalty: 2664.289551
	Iteration 32Q: 3 clusters Score -419577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -419577.937500 Penalty: 2664.289551
	Iteration 33Q: 3 clusters Score -419577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -419578.062500 Penalty: 2664.289551
	Iteration 34Q: 3 clusters Score -419578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -419579.000000 Penalty: 2664.289551
	Iteration 35Q: 3 clusters Score -419579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -419579.656250 Penalty: 2664.289551
	Iteration 36Q: 3 clusters Score -419579.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -419580.250000 Penalty: 2664.289551
	Iteration 37Q: 3 clusters Score -419580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -419580.812500 Penalty: 2664.289551
	Iteration 38Q: 3 clusters Score -419580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -419580.500000 Penalty: 2664.289551
	Iteration 39Q: 3 clusters Score -419580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -419581.375000 Penalty: 2664.289551
	Iteration 40F: 3 clusters Score -419581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -419582.156250 Penalty: 2664.289551
	Iteration 41Q: 3 clusters Score -419582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -419581.875000 Penalty: 2664.289551
	Iteration 42Q: 3 clusters Score -419581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -419581.875000 Penalty: 2664.289551
	Iteration 43F: 3 clusters Score -419581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Entering Unmasked Estep 
Score: -397889.156250 Penalty: 1321.946167
	Iteration 0F: 2 clusters Score -397889.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -394925.750000 Penalty: 2643.892334
	Iteration 0F: 3 clusters Score -394925.8 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -395690.125000 Penalty: 2643.892334
	Iteration 1F: 3 clusters Score -395690.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -395874.656250 Penalty: 2643.892334
	Iteration 2F: 3 clusters Score -395874.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -396009.343750 Penalty: 2643.892334
	Iteration 3F: 3 clusters Score -396009.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -396115.250000 Penalty: 2643.892334
	Iteration 4Q: 3 clusters Score -396115.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -396207.718750 Penalty: 2643.892334
	Iteration 5Q: 3 clusters Score -396207.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -396275.812500 Penalty: 2643.892334
	Iteration 6Q: 3 clusters Score -396275.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -396351.500000 Penalty: 2643.892334
	Iteration 7Q: 3 clusters Score -396351.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -396431.406250 Penalty: 2643.892334
	Iteration 8Q: 3 clusters Score -396431.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -396521.843750 Penalty: 2643.892334
	Iteration 9Q: 3 clusters Score -396521.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -396635.375000 Penalty: 2643.892334
	Iteration 10Q: 3 clusters Score -396635.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -396740.187500 Penalty: 2643.892334
	Iteration 11Q: 3 clusters Score -396740.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -396814.062500 Penalty: 2643.892334
	Iteration 12Q: 3 clusters Score -396814.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -396870.906250 Penalty: 2643.892334
	Iteration 13Q: 3 clusters Score -396870.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -396916.500000 Penalty: 2643.892334
	Iteration 14Q: 3 clusters Score -396916.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -396946.281250 Penalty: 2643.892334
	Iteration 15Q: 3 clusters Score -396946.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -396968.625000 Penalty: 2643.892334
	Iteration 16Q: 3 clusters Score -396968.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -396979.437500 Penalty: 2643.892334
	Iteration 17Q: 3 clusters Score -396979.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -396984.093750 Penalty: 2643.892334
	Iteration 18Q: 3 clusters Score -396984.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -396988.031250 Penalty: 2643.892334
	Iteration 19Q: 3 clusters Score -396988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -396989.906250 Penalty: 2643.892334
	Iteration 20F: 3 clusters Score -396989.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -396992.437500 Penalty: 2643.892334
	Iteration 21Q: 3 clusters Score -396992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -396991.656250 Penalty: 2643.892334
	Iteration 22Q: 3 clusters Score -396991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -396992.531250 Penalty: 2643.892334
	Iteration 23Q: 3 clusters Score -396992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -396992.531250 Penalty: 2643.892334
	Iteration 24F: 3 clusters Score -396992.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -1201539.250000 Penalty: 1496.777832
	Iteration 0F: 2 clusters Score -1201539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1194395.125000 Penalty: 2993.555664
	Iteration 0F: 3 clusters Score -1194395 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1196921.750000 Penalty: 2993.555664
	Iteration 1F: 3 clusters Score -1196922 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1197351.625000 Penalty: 2993.555664
	Iteration 2F: 3 clusters Score -1197352 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1197864.625000 Penalty: 2993.555664
	Iteration 3F: 3 clusters Score -1197865 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1198431.375000 Penalty: 2993.555664
	Iteration 4F: 3 clusters Score -1198431 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1198925.500000 Penalty: 2993.555664
	Iteration 5F: 3 clusters Score -1198926 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1199250.875000 Penalty: 2993.555664
	Iteration 6F: 3 clusters Score -1199251 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1199454.250000 Penalty: 2993.555664
	Iteration 7Q: 3 clusters Score -1199454 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1199585.500000 Penalty: 2993.555664
	Iteration 8Q: 3 clusters Score -1199586 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1199665.500000 Penalty: 2993.555664
	Iteration 9Q: 3 clusters Score -1199666 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1199740.750000 Penalty: 2993.555664
	Iteration 10Q: 3 clusters Score -1199741 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1199801.250000 Penalty: 2993.555664
	Iteration 11Q: 3 clusters Score -1199801 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1199850.500000 Penalty: 2993.555664
	Iteration 12Q: 3 clusters Score -1199850 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1199887.250000 Penalty: 2993.555664
	Iteration 13Q: 3 clusters Score -1199887 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1199917.125000 Penalty: 2993.555664
	Iteration 14Q: 3 clusters Score -1199917 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1199945.875000 Penalty: 2993.555664
	Iteration 15Q: 3 clusters Score -1199946 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1199964.875000 Penalty: 2993.555664
	Iteration 16Q: 3 clusters Score -1199965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1199982.000000 Penalty: 2993.555664
	Iteration 17Q: 3 clusters Score -1199982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1199997.500000 Penalty: 2993.555664
	Iteration 18Q: 3 clusters Score -1199998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1200016.375000 Penalty: 2993.555664
	Iteration 19Q: 3 clusters Score -1200016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1200035.250000 Penalty: 2993.555664
	Iteration 20F: 3 clusters Score -1200035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1200051.000000 Penalty: 2993.555664
	Iteration 21Q: 3 clusters Score -1200051 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1200065.375000 Penalty: 2993.555664
	Iteration 22Q: 3 clusters Score -1200065 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1200083.500000 Penalty: 2993.555664
	Iteration 23Q: 3 clusters Score -1200084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1200095.375000 Penalty: 2993.555664
	Iteration 24Q: 3 clusters Score -1200095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1200101.375000 Penalty: 2993.555664
	Iteration 25Q: 3 clusters Score -1200101 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1200111.125000 Penalty: 2993.555664
	Iteration 26Q: 3 clusters Score -1200111 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1200121.000000 Penalty: 2993.555664
	Iteration 27Q: 3 clusters Score -1200121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1200129.750000 Penalty: 2993.555664
	Iteration 28Q: 3 clusters Score -1200130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1200138.750000 Penalty: 2993.555664
	Iteration 29Q: 3 clusters Score -1200139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1200153.375000 Penalty: 2993.555664
	Iteration 30Q: 3 clusters Score -1200153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1200158.750000 Penalty: 2993.555664
	Iteration 31Q: 3 clusters Score -1200159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1200172.625000 Penalty: 2993.555664
	Iteration 32Q: 3 clusters Score -1200173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1200184.750000 Penalty: 2993.555664
	Iteration 33Q: 3 clusters Score -1200185 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1200196.625000 Penalty: 2993.555664
	Iteration 34Q: 3 clusters Score -1200197 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1200205.625000 Penalty: 2993.555664
	Iteration 35Q: 3 clusters Score -1200206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1200221.250000 Penalty: 2993.555664
	Iteration 36Q: 3 clusters Score -1200221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1200227.250000 Penalty: 2993.555664
	Iteration 37Q: 3 clusters Score -1200227 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1200234.625000 Penalty: 2993.555664
	Iteration 38Q: 3 clusters Score -1200235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1200248.750000 Penalty: 2993.555664
	Iteration 39Q: 3 clusters Score -1200249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1200262.125000 Penalty: 2993.555664
	Iteration 40F: 3 clusters Score -1200262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1200275.125000 Penalty: 2993.555664
	Iteration 41Q: 3 clusters Score -1200275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1200288.375000 Penalty: 2993.555664
	Iteration 42Q: 3 clusters Score -1200288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1200298.500000 Penalty: 2993.555664
	Iteration 43Q: 3 clusters Score -1200298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1200315.250000 Penalty: 2993.555664
	Iteration 44Q: 3 clusters Score -1200315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1200330.625000 Penalty: 2993.555664
	Iteration 45Q: 3 clusters Score -1200331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1200350.625000 Penalty: 2993.555664
	Iteration 46Q: 3 clusters Score -1200351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1200365.500000 Penalty: 2993.555664
	Iteration 47Q: 3 clusters Score -1200366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1200375.625000 Penalty: 2993.555664
	Iteration 48Q: 3 clusters Score -1200376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1200394.750000 Penalty: 2993.555664
	Iteration 49Q: 3 clusters Score -1200395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1200412.750000 Penalty: 2993.555664
	Iteration 50Q: 3 clusters Score -1200413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1200428.375000 Penalty: 2993.555664
	Iteration 51Q: 3 clusters Score -1200428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1200452.875000 Penalty: 2993.555664
	Iteration 52Q: 3 clusters Score -1200453 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1200485.625000 Penalty: 2993.555664
	Iteration 53Q: 3 clusters Score -1200486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1200511.375000 Penalty: 2993.555664
	Iteration 54Q: 3 clusters Score -1200511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1200522.125000 Penalty: 2993.555664
	Iteration 55Q: 3 clusters Score -1200522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1200538.875000 Penalty: 2993.555664
	Iteration 56Q: 3 clusters Score -1200539 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1200562.500000 Penalty: 2993.555664
	Iteration 57Q: 3 clusters Score -1200562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1200583.375000 Penalty: 2993.555664
	Iteration 58Q: 3 clusters Score -1200583 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1200602.125000 Penalty: 2993.555664
	Iteration 59Q: 3 clusters Score -1200602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1200616.750000 Penalty: 2993.555664
	Iteration 60F: 3 clusters Score -1200617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1200632.625000 Penalty: 2993.555664
	Iteration 61Q: 3 clusters Score -1200633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1200649.000000 Penalty: 2993.555664
	Iteration 62Q: 3 clusters Score -1200649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1200666.625000 Penalty: 2993.555664
	Iteration 63Q: 3 clusters Score -1200667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1200682.375000 Penalty: 2993.555664
	Iteration 64Q: 3 clusters Score -1200682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1200700.750000 Penalty: 2993.555664
	Iteration 65Q: 3 clusters Score -1200701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1200717.000000 Penalty: 2993.555664
	Iteration 66Q: 3 clusters Score -1200717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1200734.000000 Penalty: 2993.555664
	Iteration 67Q: 3 clusters Score -1200734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1200743.500000 Penalty: 2993.555664
	Iteration 68Q: 3 clusters Score -1200744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1200751.375000 Penalty: 2993.555664
	Iteration 69Q: 3 clusters Score -1200751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1200754.125000 Penalty: 2993.555664
	Iteration 70Q: 3 clusters Score -1200754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1200758.625000 Penalty: 2993.555664
	Iteration 71Q: 3 clusters Score -1200759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1200762.875000 Penalty: 2993.555664
	Iteration 72Q: 3 clusters Score -1200763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1200765.875000 Penalty: 2993.555664
	Iteration 73Q: 3 clusters Score -1200766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1200767.000000 Penalty: 2993.555664
	Iteration 74Q: 3 clusters Score -1200767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1200769.625000 Penalty: 2993.555664
	Iteration 75Q: 3 clusters Score -1200770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1200772.000000 Penalty: 2993.555664
	Iteration 76Q: 3 clusters Score -1200772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1200773.625000 Penalty: 2993.555664
	Iteration 77Q: 3 clusters Score -1200774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1200776.250000 Penalty: 2993.555664
	Iteration 78Q: 3 clusters Score -1200776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1200781.625000 Penalty: 2993.555664
	Iteration 79Q: 3 clusters Score -1200782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1200785.625000 Penalty: 2993.555664
	Iteration 80F: 3 clusters Score -1200786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1200786.125000 Penalty: 2993.555664
	Iteration 81Q: 3 clusters Score -1200786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1200786.125000 Penalty: 2993.555664
	Iteration 82Q: 3 clusters Score -1200786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1200784.875000 Penalty: 2993.555664
	Iteration 83Q: 3 clusters Score -1200785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1200786.500000 Penalty: 2993.555664
	Iteration 84Q: 3 clusters Score -1200786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1200787.875000 Penalty: 2993.555664
	Iteration 85Q: 3 clusters Score -1200788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1200789.375000 Penalty: 2993.555664
	Iteration 86Q: 3 clusters Score -1200789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1200789.375000 Penalty: 2993.555664
	Iteration 87F: 3 clusters Score -1200789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (101896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101896 members 
Entering Unmasked Estep 
Score: -12567515.000000 Penalty: 1873.902466
	Iteration 0F: 2 clusters Score -1.256752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -12502220.000000 Penalty: 3747.804932
	Iteration 0F: 3 clusters Score -1.250222e+07 nChanged 48540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -12530881.000000 Penalty: 3747.804932
	Iteration 1F: 3 clusters Score -1.253088e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -12531942.000000 Penalty: 3747.804932
	Iteration 2Q: 3 clusters Score -1.253194e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -12533220.000000 Penalty: 3747.804932
	Iteration 3Q: 3 clusters Score -1.253322e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -12535191.000000 Penalty: 3747.804932
	Iteration 4Q: 3 clusters Score -1.253519e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -12538433.000000 Penalty: 3747.804932
	Iteration 5F: 3 clusters Score -1.253843e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -12543460.000000 Penalty: 3747.804932
	Iteration 6F: 3 clusters Score -1.254346e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -12549210.000000 Penalty: 3747.804932
	Iteration 7F: 3 clusters Score -1.254921e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -12553387.000000 Penalty: 3747.804932
	Iteration 8F: 3 clusters Score -1.255339e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -12555122.000000 Penalty: 3747.804932
	Iteration 9Q: 3 clusters Score -1.255512e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -12556087.000000 Penalty: 3747.804932
	Iteration 10Q: 3 clusters Score -1.255609e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -12556973.000000 Penalty: 3747.804932
	Iteration 11Q: 3 clusters Score -1.255697e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 67070 members 
Entering Unmasked Estep 
Score: -12557859.000000 Penalty: 3747.804932
	Iteration 12Q: 3 clusters Score -1.255786e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -12558755.000000 Penalty: 3747.804932
	Iteration 13Q: 3 clusters Score -1.255876e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -12559707.000000 Penalty: 3747.804932
	Iteration 14Q: 3 clusters Score -1.255971e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -12560623.000000 Penalty: 3747.804932
	Iteration 15Q: 3 clusters Score -1.256062e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -12561306.000000 Penalty: 3747.804932
	Iteration 16Q: 3 clusters Score -1.256131e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -12561952.000000 Penalty: 3747.804932
	Iteration 17Q: 3 clusters Score -1.256195e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -12562452.000000 Penalty: 3747.804932
	Iteration 18Q: 3 clusters Score -1.256245e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -12562841.000000 Penalty: 3747.804932
	Iteration 19Q: 3 clusters Score -1.256284e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -12563199.000000 Penalty: 3747.804932
	Iteration 20F: 3 clusters Score -1.25632e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -12563430.000000 Penalty: 3747.804932
	Iteration 21Q: 3 clusters Score -1.256343e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -12563606.000000 Penalty: 3747.804932
	Iteration 22Q: 3 clusters Score -1.256361e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -12563759.000000 Penalty: 3747.804932
	Iteration 23Q: 3 clusters Score -1.256376e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -12563938.000000 Penalty: 3747.804932
	Iteration 24Q: 3 clusters Score -1.256394e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -12563983.000000 Penalty: 3747.804932
	Iteration 25Q: 3 clusters Score -1.256398e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 79111 members 
Entering Unmasked Estep 
Score: -12564135.000000 Penalty: 3747.804932
	Iteration 26Q: 3 clusters Score -1.256414e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
Score: -12564219.000000 Penalty: 3747.804932
	Iteration 27Q: 3 clusters Score -1.256422e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -12564345.000000 Penalty: 3747.804932
	Iteration 28Q: 3 clusters Score -1.256434e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -12564373.000000 Penalty: 3747.804932
	Iteration 29Q: 3 clusters Score -1.256437e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 81864 members 
Entering Unmasked Estep 
Score: -12564448.000000 Penalty: 3747.804932
	Iteration 30Q: 3 clusters Score -1.256445e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 82681 members 
Entering Unmasked Estep 
Score: -12564492.000000 Penalty: 3747.804932
	Iteration 31Q: 3 clusters Score -1.256449e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -12564568.000000 Penalty: 3747.804932
	Iteration 32Q: 3 clusters Score -1.256457e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -12564616.000000 Penalty: 3747.804932
	Iteration 33Q: 3 clusters Score -1.256462e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -12564650.000000 Penalty: 3747.804932
	Iteration 34Q: 3 clusters Score -1.256465e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -12564666.000000 Penalty: 3747.804932
	Iteration 35Q: 3 clusters Score -1.256467e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 87306 members 
Entering Unmasked Estep 
Score: -12564668.000000 Penalty: 3747.804932
	Iteration 36Q: 3 clusters Score -1.256467e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -12564696.000000 Penalty: 3747.804932
	Iteration 37Q: 3 clusters Score -1.25647e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -12564784.000000 Penalty: 3747.804932
	Iteration 38Q: 3 clusters Score -1.256478e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -12564899.000000 Penalty: 3747.804932
	Iteration 39Q: 3 clusters Score -1.25649e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -12564959.000000 Penalty: 3747.804932
	Iteration 40F: 3 clusters Score -1.256496e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -12565042.000000 Penalty: 3747.804932
	Iteration 41Q: 3 clusters Score -1.256504e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -12565165.000000 Penalty: 3747.804932
	Iteration 42Q: 3 clusters Score -1.256516e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -12565354.000000 Penalty: 3747.804932
	Iteration 43Q: 3 clusters Score -1.256535e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -12565397.000000 Penalty: 3747.804932
	Iteration 44Q: 3 clusters Score -1.25654e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 95961 members 
Entering Unmasked Estep 
Score: -12565553.000000 Penalty: 3747.804932
	Iteration 45Q: 3 clusters Score -1.256555e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 96645 members 
Entering Unmasked Estep 
Score: -12565686.000000 Penalty: 3747.804932
	Iteration 46Q: 3 clusters Score -1.256569e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 97242 members 
Entering Unmasked Estep 
Score: -12565777.000000 Penalty: 3747.804932
	Iteration 47Q: 3 clusters Score -1.256578e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -12565829.000000 Penalty: 3747.804932
	Iteration 48Q: 3 clusters Score -1.256583e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -12565851.000000 Penalty: 3747.804932
	Iteration 49Q: 3 clusters Score -1.256585e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 98658 members 
Entering Unmasked Estep 
Score: -12565909.000000 Penalty: 3747.804932
	Iteration 50Q: 3 clusters Score -1.256591e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -12565976.000000 Penalty: 3747.804932
	Iteration 51Q: 3 clusters Score -1.256598e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -12566037.000000 Penalty: 3747.804932
	Iteration 52Q: 3 clusters Score -1.256604e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 99582 members 
Entering Unmasked Estep 
Score: -12566079.000000 Penalty: 3747.804932
	Iteration 53Q: 3 clusters Score -1.256608e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -12566086.000000 Penalty: 3747.804932
	Iteration 54Q: 3 clusters Score -1.256609e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 99993 members 
Entering Unmasked Estep 
Score: -12566160.000000 Penalty: 3747.804932
	Iteration 55Q: 3 clusters Score -1.256616e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 100146 members 
Entering Unmasked Estep 
Score: -12566153.000000 Penalty: 3747.804932
	Iteration 56Q: 3 clusters Score -1.256615e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 100284 members 
Entering Unmasked Estep 
Score: -12566234.000000 Penalty: 3747.804932
	Iteration 57Q: 3 clusters Score -1.256623e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 100396 members 
Entering Unmasked Estep 
Score: -12566205.000000 Penalty: 3747.804932
	Iteration 58Q: 3 clusters Score -1.25662e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -12566226.000000 Penalty: 3747.804932
	Iteration 59Q: 3 clusters Score -1.256623e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -12566224.000000 Penalty: 3747.804932
	Iteration 60F: 3 clusters Score -1.256622e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 100617 members 
Entering Unmasked Estep 
Score: -12566196.000000 Penalty: 3747.804932
	Iteration 61Q: 3 clusters Score -1.25662e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -12566202.000000 Penalty: 3747.804932
	Iteration 62Q: 3 clusters Score -1.25662e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -12566202.000000 Penalty: 3747.804932
	Iteration 63Q: 3 clusters Score -1.25662e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -12566205.000000 Penalty: 3747.804932
	Iteration 64Q: 3 clusters Score -1.25662e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 100810 members 
Entering Unmasked Estep 
Score: -12566222.000000 Penalty: 3747.804932
	Iteration 65Q: 3 clusters Score -1.256622e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -12566207.000000 Penalty: 3747.804932
	Iteration 66Q: 3 clusters Score -1.256621e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 100905 members 
Entering Unmasked Estep 
Score: -12566193.000000 Penalty: 3747.804932
	Iteration 67Q: 3 clusters Score -1.256619e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 100941 members 
Entering Unmasked Estep 
Score: -12566187.000000 Penalty: 3747.804932
	Iteration 68Q: 3 clusters Score -1.256619e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -12566179.000000 Penalty: 3747.804932
	Iteration 69Q: 3 clusters Score -1.256618e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -12566210.000000 Penalty: 3747.804932
	Iteration 70Q: 3 clusters Score -1.256621e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 101060 members 
Entering Unmasked Estep 
Score: -12566220.000000 Penalty: 3747.804932
	Iteration 71Q: 3 clusters Score -1.256622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 101081 members 
Entering Unmasked Estep 
Score: -12566218.000000 Penalty: 3747.804932
	Iteration 72Q: 3 clusters Score -1.256622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 101101 members 
Entering Unmasked Estep 
Score: -12566207.000000 Penalty: 3747.804932
	Iteration 73Q: 3 clusters Score -1.256621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 101121 members 
Entering Unmasked Estep 
Score: -12566212.000000 Penalty: 3747.804932
	Iteration 74Q: 3 clusters Score -1.256621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -12566214.000000 Penalty: 3747.804932
	Iteration 75Q: 3 clusters Score -1.256621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -12566206.000000 Penalty: 3747.804932
	Iteration 76Q: 3 clusters Score -1.256621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -12566201.000000 Penalty: 3747.804932
	Iteration 77Q: 3 clusters Score -1.25662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -12566190.000000 Penalty: 3747.804932
	Iteration 78Q: 3 clusters Score -1.256619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -12566196.000000 Penalty: 3747.804932
	Iteration 79Q: 3 clusters Score -1.25662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -12566186.000000 Penalty: 3747.804932
	Iteration 80F: 3 clusters Score -1.256619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 101183 members 
Entering Unmasked Estep 
Score: -12566195.000000 Penalty: 3747.804932
	Iteration 81Q: 3 clusters Score -1.25662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -12566190.000000 Penalty: 3747.804932
	Iteration 82Q: 3 clusters Score -1.256619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -12566190.000000 Penalty: 3747.804932
	Iteration 83F: 3 clusters Score -1.256619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Entering Unmasked Estep 
Score: -1138830.750000 Penalty: 1483.448364
	Iteration 0F: 2 clusters Score -1138831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1132171.875000 Penalty: 2966.896729
	Iteration 0F: 3 clusters Score -1132172 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1134415.125000 Penalty: 2966.896729
	Iteration 1F: 3 clusters Score -1134415 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1134709.250000 Penalty: 2966.896729
	Iteration 2F: 3 clusters Score -1134709 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1134934.375000 Penalty: 2966.896729
	Iteration 3F: 3 clusters Score -1134934 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1135104.125000 Penalty: 2966.896729
	Iteration 4Q: 3 clusters Score -1135104 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1135257.875000 Penalty: 2966.896729
	Iteration 5Q: 3 clusters Score -1135258 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1135411.000000 Penalty: 2966.896729
	Iteration 6Q: 3 clusters Score -1135411 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1135569.125000 Penalty: 2966.896729
	Iteration 7Q: 3 clusters Score -1135569 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1135745.375000 Penalty: 2966.896729
	Iteration 8Q: 3 clusters Score -1135745 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1135976.250000 Penalty: 2966.896729
	Iteration 9Q: 3 clusters Score -1135976 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1136266.250000 Penalty: 2966.896729
	Iteration 10Q: 3 clusters Score -1136266 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1136606.750000 Penalty: 2966.896729
	Iteration 11Q: 3 clusters Score -1136607 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1136922.375000 Penalty: 2966.896729
	Iteration 12Q: 3 clusters Score -1136922 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1137113.875000 Penalty: 2966.896729
	Iteration 13Q: 3 clusters Score -1137114 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1137218.250000 Penalty: 2966.896729
	Iteration 14Q: 3 clusters Score -1137218 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1137274.875000 Penalty: 2966.896729
	Iteration 15Q: 3 clusters Score -1137275 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1137318.250000 Penalty: 2966.896729
	Iteration 16Q: 3 clusters Score -1137318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1137342.500000 Penalty: 2966.896729
	Iteration 17Q: 3 clusters Score -1137342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1137358.625000 Penalty: 2966.896729
	Iteration 18Q: 3 clusters Score -1137359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1137372.000000 Penalty: 2966.896729
	Iteration 19Q: 3 clusters Score -1137372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1137381.625000 Penalty: 2966.896729
	Iteration 20F: 3 clusters Score -1137382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1137387.375000 Penalty: 2966.896729
	Iteration 21Q: 3 clusters Score -1137387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1137392.375000 Penalty: 2966.896729
	Iteration 22Q: 3 clusters Score -1137392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1137395.625000 Penalty: 2966.896729
	Iteration 23Q: 3 clusters Score -1137396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1137398.875000 Penalty: 2966.896729
	Iteration 24Q: 3 clusters Score -1137399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1137405.375000 Penalty: 2966.896729
	Iteration 25Q: 3 clusters Score -1137405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1137412.375000 Penalty: 2966.896729
	Iteration 26Q: 3 clusters Score -1137412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1137418.500000 Penalty: 2966.896729
	Iteration 27Q: 3 clusters Score -1137418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1137422.875000 Penalty: 2966.896729
	Iteration 28Q: 3 clusters Score -1137423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1137426.625000 Penalty: 2966.896729
	Iteration 29Q: 3 clusters Score -1137427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1137433.000000 Penalty: 2966.896729
	Iteration 30Q: 3 clusters Score -1137433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1137441.375000 Penalty: 2966.896729
	Iteration 31Q: 3 clusters Score -1137441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1137445.000000 Penalty: 2966.896729
	Iteration 32Q: 3 clusters Score -1137445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1137452.875000 Penalty: 2966.896729
	Iteration 33Q: 3 clusters Score -1137453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1137454.000000 Penalty: 2966.896729
	Iteration 34Q: 3 clusters Score -1137454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1137455.250000 Penalty: 2966.896729
	Iteration 35Q: 3 clusters Score -1137455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1137455.000000 Penalty: 2966.896729
	Iteration 36Q: 3 clusters Score -1137455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1137454.375000 Penalty: 2966.896729
	Iteration 37Q: 3 clusters Score -1137454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1137451.375000 Penalty: 2966.896729
	Iteration 38Q: 3 clusters Score -1137451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1137453.750000 Penalty: 2966.896729
	Iteration 39Q: 3 clusters Score -1137454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1137452.375000 Penalty: 2966.896729
	Iteration 40F: 3 clusters Score -1137452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1137455.625000 Penalty: 2966.896729
	Iteration 41Q: 3 clusters Score -1137456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1137456.000000 Penalty: 2966.896729
	Iteration 42Q: 3 clusters Score -1137456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1137454.500000 Penalty: 2966.896729
	Iteration 43Q: 3 clusters Score -1137454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1137456.375000 Penalty: 2966.896729
	Iteration 44Q: 3 clusters Score -1137456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1137456.375000 Penalty: 2966.896729
	Iteration 45Q: 3 clusters Score -1137456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1137460.250000 Penalty: 2966.896729
	Iteration 46Q: 3 clusters Score -1137460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1137465.125000 Penalty: 2966.896729
	Iteration 47Q: 3 clusters Score -1137465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1137464.875000 Penalty: 2966.896729
	Iteration 48Q: 3 clusters Score -1137465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1137470.375000 Penalty: 2966.896729
	Iteration 49Q: 3 clusters Score -1137470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1137472.875000 Penalty: 2966.896729
	Iteration 50Q: 3 clusters Score -1137473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1137473.375000 Penalty: 2966.896729
	Iteration 51Q: 3 clusters Score -1137473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1137475.000000 Penalty: 2966.896729
	Iteration 52Q: 3 clusters Score -1137475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1137477.875000 Penalty: 2966.896729
	Iteration 53Q: 3 clusters Score -1137478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1137478.000000 Penalty: 2966.896729
	Iteration 54Q: 3 clusters Score -1137478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1137480.375000 Penalty: 2966.896729
	Iteration 55Q: 3 clusters Score -1137480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1137483.375000 Penalty: 2966.896729
	Iteration 56Q: 3 clusters Score -1137483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1137481.000000 Penalty: 2966.896729
	Iteration 57Q: 3 clusters Score -1137481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1137483.000000 Penalty: 2966.896729
	Iteration 58Q: 3 clusters Score -1137483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1137486.375000 Penalty: 2966.896729
	Iteration 59Q: 3 clusters Score -1137486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1137487.500000 Penalty: 2966.896729
	Iteration 60F: 3 clusters Score -1137488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1137486.625000 Penalty: 2966.896729
	Iteration 61Q: 3 clusters Score -1137487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1137485.500000 Penalty: 2966.896729
	Iteration 62Q: 3 clusters Score -1137486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1137485.875000 Penalty: 2966.896729
	Iteration 63Q: 3 clusters Score -1137486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1137486.875000 Penalty: 2966.896729
	Iteration 64Q: 3 clusters Score -1137487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1137489.750000 Penalty: 2966.896729
	Iteration 65Q: 3 clusters Score -1137490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1137491.500000 Penalty: 2966.896729
	Iteration 66Q: 3 clusters Score -1137492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1137491.375000 Penalty: 2966.896729
	Iteration 67Q: 3 clusters Score -1137491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1137490.875000 Penalty: 2966.896729
	Iteration 68Q: 3 clusters Score -1137491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1137490.500000 Penalty: 2966.896729
	Iteration 69Q: 3 clusters Score -1137490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1137490.875000 Penalty: 2966.896729
	Iteration 70Q: 3 clusters Score -1137491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1137491.125000 Penalty: 2966.896729
	Iteration 71Q: 3 clusters Score -1137491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1137490.000000 Penalty: 2966.896729
	Iteration 72Q: 3 clusters Score -1137490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1137490.125000 Penalty: 2966.896729
	Iteration 73Q: 3 clusters Score -1137490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1137490.750000 Penalty: 2966.896729
	Iteration 74Q: 3 clusters Score -1137491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1137492.375000 Penalty: 2966.896729
	Iteration 75Q: 3 clusters Score -1137492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1137489.500000 Penalty: 2966.896729
	Iteration 76Q: 3 clusters Score -1137490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1137494.125000 Penalty: 2966.896729
	Iteration 77Q: 3 clusters Score -1137494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1137493.750000 Penalty: 2966.896729
	Iteration 78Q: 3 clusters Score -1137494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1137494.875000 Penalty: 2966.896729
	Iteration 79Q: 3 clusters Score -1137495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1137495.625000 Penalty: 2966.896729
	Iteration 80F: 3 clusters Score -1137496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1137496.500000 Penalty: 2966.896729
	Iteration 81Q: 3 clusters Score -1137496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1137496.250000 Penalty: 2966.896729
	Iteration 82Q: 3 clusters Score -1137496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1137497.375000 Penalty: 2966.896729
	Iteration 83Q: 3 clusters Score -1137497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1137499.625000 Penalty: 2966.896729
	Iteration 84Q: 3 clusters Score -1137500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1137496.875000 Penalty: 2966.896729
	Iteration 85Q: 3 clusters Score -1137497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1137498.625000 Penalty: 2966.896729
	Iteration 86Q: 3 clusters Score -1137499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1137498.875000 Penalty: 2966.896729
	Iteration 87Q: 3 clusters Score -1137499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1137500.875000 Penalty: 2966.896729
	Iteration 88Q: 3 clusters Score -1137501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1137499.625000 Penalty: 2966.896729
	Iteration 89Q: 3 clusters Score -1137500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1137500.625000 Penalty: 2966.896729
	Iteration 90Q: 3 clusters Score -1137501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1137502.750000 Penalty: 2966.896729
	Iteration 91Q: 3 clusters Score -1137503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1137505.250000 Penalty: 2966.896729
	Iteration 92Q: 3 clusters Score -1137505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1137506.125000 Penalty: 2966.896729
	Iteration 93Q: 3 clusters Score -1137506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1137507.875000 Penalty: 2966.896729
	Iteration 94Q: 3 clusters Score -1137508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1137510.750000 Penalty: 2966.896729
	Iteration 95Q: 3 clusters Score -1137511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1137509.875000 Penalty: 2966.896729
	Iteration 96Q: 3 clusters Score -1137510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1137511.250000 Penalty: 2966.896729
	Iteration 97Q: 3 clusters Score -1137511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1137515.125000 Penalty: 2966.896729
	Iteration 98Q: 3 clusters Score -1137515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1137514.250000 Penalty: 2966.896729
	Iteration 99Q: 3 clusters Score -1137514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1137515.375000 Penalty: 2966.896729
	Iteration 100F: 3 clusters Score -1137515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1137514.625000 Penalty: 2966.896729
	Iteration 101Q: 3 clusters Score -1137515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1137517.375000 Penalty: 2966.896729
	Iteration 102Q: 3 clusters Score -1137517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1137515.375000 Penalty: 2966.896729
	Iteration 103Q: 3 clusters Score -1137515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1137515.125000 Penalty: 2966.896729
	Iteration 104Q: 3 clusters Score -1137515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1137515.500000 Penalty: 2966.896729
	Iteration 105Q: 3 clusters Score -1137516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1137516.875000 Penalty: 2966.896729
	Iteration 106Q: 3 clusters Score -1137517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1137518.500000 Penalty: 2966.896729
	Iteration 107Q: 3 clusters Score -1137518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1137519.625000 Penalty: 2966.896729
	Iteration 108Q: 3 clusters Score -1137520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1137519.625000 Penalty: 2966.896729
	Iteration 109F: 3 clusters Score -1137520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -341838.156250 Penalty: 1297.031616
	Iteration 0F: 2 clusters Score -341838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -339183.062500 Penalty: 2594.063232
	Iteration 0F: 3 clusters Score -339183.1 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -339965.187500 Penalty: 2594.063232
	Iteration 1F: 3 clusters Score -339965.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -340236.093750 Penalty: 2594.063232
	Iteration 2F: 3 clusters Score -340236.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -340485.562500 Penalty: 2594.063232
	Iteration 3F: 3 clusters Score -340485.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -340765.468750 Penalty: 2594.063232
	Iteration 4F: 3 clusters Score -340765.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -341016.250000 Penalty: 2594.063232
	Iteration 5F: 3 clusters Score -341016.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -341241.500000 Penalty: 2594.063232
	Iteration 6F: 3 clusters Score -341241.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -341412.562500 Penalty: 2594.063232
	Iteration 7Q: 3 clusters Score -341412.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -341528.125000 Penalty: 2594.063232
	Iteration 8Q: 3 clusters Score -341528.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -341579.031250 Penalty: 2594.063232
	Iteration 9Q: 3 clusters Score -341579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -341600.937500 Penalty: 2594.063232
	Iteration 10Q: 3 clusters Score -341600.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -341607.812500 Penalty: 2594.063232
	Iteration 11Q: 3 clusters Score -341607.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -341614.218750 Penalty: 2594.063232
	Iteration 12Q: 3 clusters Score -341614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -341620.875000 Penalty: 2594.063232
	Iteration 13Q: 3 clusters Score -341620.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -341625.468750 Penalty: 2594.063232
	Iteration 14Q: 3 clusters Score -341625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -341628.937500 Penalty: 2594.063232
	Iteration 15Q: 3 clusters Score -341628.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -341631.656250 Penalty: 2594.063232
	Iteration 16Q: 3 clusters Score -341631.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -341636.406250 Penalty: 2594.063232
	Iteration 17Q: 3 clusters Score -341636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -341642.468750 Penalty: 2594.063232
	Iteration 18Q: 3 clusters Score -341642.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -341643.468750 Penalty: 2594.063232
	Iteration 19Q: 3 clusters Score -341643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -341644.406250 Penalty: 2594.063232
	Iteration 20F: 3 clusters Score -341644.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Entering Unmasked Estep 
Score: -191790.656250 Penalty: 1211.767700
	Iteration 0F: 2 clusters Score -191790.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -189930.750000 Penalty: 2423.535400
	Iteration 0F: 3 clusters Score -189930.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -190653.781250 Penalty: 2423.535400
	Iteration 1F: 3 clusters Score -190653.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -190955.062500 Penalty: 2423.535400
	Iteration 2F: 3 clusters Score -190955.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -191138.468750 Penalty: 2423.535400
	Iteration 3F: 3 clusters Score -191138.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -191215.296875 Penalty: 2423.535400
	Iteration 4Q: 3 clusters Score -191215.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -191261.000000 Penalty: 2423.535400
	Iteration 5Q: 3 clusters Score -191261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -191272.953125 Penalty: 2423.535400
	Iteration 6Q: 3 clusters Score -191273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -191285.500000 Penalty: 2423.535400
	Iteration 7Q: 3 clusters Score -191285.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -191296.515625 Penalty: 2423.535400
	Iteration 8Q: 3 clusters Score -191296.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -191314.734375 Penalty: 2423.535400
	Iteration 9Q: 3 clusters Score -191314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -191326.093750 Penalty: 2423.535400
	Iteration 10Q: 3 clusters Score -191326.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -191329.406250 Penalty: 2423.535400
	Iteration 11Q: 3 clusters Score -191329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -191333.515625 Penalty: 2423.535400
	Iteration 12Q: 3 clusters Score -191333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -191335.218750 Penalty: 2423.535400
	Iteration 13Q: 3 clusters Score -191335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -191336.031250 Penalty: 2423.535400
	Iteration 14Q: 3 clusters Score -191336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -191336.906250 Penalty: 2423.535400
	Iteration 15Q: 3 clusters Score -191336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -191336.906250 Penalty: 2423.535400
	Iteration 16F: 3 clusters Score -191336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (50331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Entering Unmasked Estep 
Score: -6405873.500000 Penalty: 1759.286255
	Iteration 0F: 2 clusters Score -6405874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -6373331.000000 Penalty: 3518.572510
	Iteration 0F: 3 clusters Score -6373331 nChanged 23637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -6386766.000000 Penalty: 3518.572510
	Iteration 1F: 3 clusters Score -6386766 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -6387237.000000 Penalty: 3518.572510
	Iteration 2Q: 3 clusters Score -6387237 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -6387826.500000 Penalty: 3518.572510
	Iteration 3Q: 3 clusters Score -6387826 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -6388558.500000 Penalty: 3518.572510
	Iteration 4Q: 3 clusters Score -6388558 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -6389581.000000 Penalty: 3518.572510
	Iteration 5Q: 3 clusters Score -6389581 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -6391005.500000 Penalty: 3518.572510
	Iteration 6F: 3 clusters Score -6391006 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -6393071.500000 Penalty: 3518.572510
	Iteration 7F: 3 clusters Score -6393072 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -6395612.000000 Penalty: 3518.572510
	Iteration 8F: 3 clusters Score -6395612 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -6397574.500000 Penalty: 3518.572510
	Iteration 9F: 3 clusters Score -6397574 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -6398730.000000 Penalty: 3518.572510
	Iteration 10Q: 3 clusters Score -6398730 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -6399389.500000 Penalty: 3518.572510
	Iteration 11Q: 3 clusters Score -6399390 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -6399819.000000 Penalty: 3518.572510
	Iteration 12Q: 3 clusters Score -6399819 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -6400240.000000 Penalty: 3518.572510
	Iteration 13Q: 3 clusters Score -6400240 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -6400565.500000 Penalty: 3518.572510
	Iteration 14Q: 3 clusters Score -6400566 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -6400889.000000 Penalty: 3518.572510
	Iteration 15Q: 3 clusters Score -6400889 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -6401165.000000 Penalty: 3518.572510
	Iteration 16Q: 3 clusters Score -6401165 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -6401444.500000 Penalty: 3518.572510
	Iteration 17Q: 3 clusters Score -6401444 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -6401729.000000 Penalty: 3518.572510
	Iteration 18Q: 3 clusters Score -6401729 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -6401942.000000 Penalty: 3518.572510
	Iteration 19Q: 3 clusters Score -6401942 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -6402155.500000 Penalty: 3518.572510
	Iteration 20F: 3 clusters Score -6402156 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -6402364.000000 Penalty: 3518.572510
	Iteration 21Q: 3 clusters Score -6402364 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -6402538.000000 Penalty: 3518.572510
	Iteration 22Q: 3 clusters Score -6402538 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6402679.500000 Penalty: 3518.572510
	Iteration 23Q: 3 clusters Score -6402680 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -6402851.500000 Penalty: 3518.572510
	Iteration 24Q: 3 clusters Score -6402852 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -6403019.500000 Penalty: 3518.572510
	Iteration 25Q: 3 clusters Score -6403020 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6403175.000000 Penalty: 3518.572510
	Iteration 26Q: 3 clusters Score -6403175 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -6403362.000000 Penalty: 3518.572510
	Iteration 27Q: 3 clusters Score -6403362 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6403505.500000 Penalty: 3518.572510
	Iteration 28Q: 3 clusters Score -6403506 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6403599.500000 Penalty: 3518.572510
	Iteration 29Q: 3 clusters Score -6403600 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6403709.500000 Penalty: 3518.572510
	Iteration 30Q: 3 clusters Score -6403710 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6403821.500000 Penalty: 3518.572510
	Iteration 31Q: 3 clusters Score -6403822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6403905.500000 Penalty: 3518.572510
	Iteration 32Q: 3 clusters Score -6403906 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6403994.500000 Penalty: 3518.572510
	Iteration 33Q: 3 clusters Score -6403994 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6404047.500000 Penalty: 3518.572510
	Iteration 34Q: 3 clusters Score -6404048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6404097.500000 Penalty: 3518.572510
	Iteration 35Q: 3 clusters Score -6404098 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6404140.500000 Penalty: 3518.572510
	Iteration 36Q: 3 clusters Score -6404140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6404175.500000 Penalty: 3518.572510
	Iteration 37Q: 3 clusters Score -6404176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6404204.000000 Penalty: 3518.572510
	Iteration 38Q: 3 clusters Score -6404204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6404212.500000 Penalty: 3518.572510
	Iteration 39Q: 3 clusters Score -6404212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6404241.000000 Penalty: 3518.572510
	Iteration 40F: 3 clusters Score -6404241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6404261.500000 Penalty: 3518.572510
	Iteration 41Q: 3 clusters Score -6404262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6404286.000000 Penalty: 3518.572510
	Iteration 42Q: 3 clusters Score -6404286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6404304.500000 Penalty: 3518.572510
	Iteration 43Q: 3 clusters Score -6404304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6404309.000000 Penalty: 3518.572510
	Iteration 44Q: 3 clusters Score -6404309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6404314.500000 Penalty: 3518.572510
	Iteration 45Q: 3 clusters Score -6404314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6404316.000000 Penalty: 3518.572510
	Iteration 46Q: 3 clusters Score -6404316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6404324.500000 Penalty: 3518.572510
	Iteration 47Q: 3 clusters Score -6404324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6404318.500000 Penalty: 3518.572510
	Iteration 48Q: 3 clusters Score -6404318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6404332.500000 Penalty: 3518.572510
	Iteration 49Q: 3 clusters Score -6404332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6404336.500000 Penalty: 3518.572510
	Iteration 50Q: 3 clusters Score -6404336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6404338.500000 Penalty: 3518.572510
	Iteration 51Q: 3 clusters Score -6404338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6404347.000000 Penalty: 3518.572510
	Iteration 52Q: 3 clusters Score -6404347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6404354.500000 Penalty: 3518.572510
	Iteration 53Q: 3 clusters Score -6404354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6404359.500000 Penalty: 3518.572510
	Iteration 54Q: 3 clusters Score -6404360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6404359.000000 Penalty: 3518.572510
	Iteration 55Q: 3 clusters Score -6404359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6404370.500000 Penalty: 3518.572510
	Iteration 56Q: 3 clusters Score -6404370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6404371.000000 Penalty: 3518.572510
	Iteration 57Q: 3 clusters Score -6404371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6404371.500000 Penalty: 3518.572510
	Iteration 58Q: 3 clusters Score -6404372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6404383.000000 Penalty: 3518.572510
	Iteration 59Q: 3 clusters Score -6404383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6404384.500000 Penalty: 3518.572510
	Iteration 60F: 3 clusters Score -6404384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6404386.000000 Penalty: 3518.572510
	Iteration 61Q: 3 clusters Score -6404386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6404385.000000 Penalty: 3518.572510
	Iteration 62Q: 3 clusters Score -6404385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6404388.500000 Penalty: 3518.572510
	Iteration 63Q: 3 clusters Score -6404388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6404388.500000 Penalty: 3518.572510
	Iteration 64F: 3 clusters Score -6404388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Entering Unmasked Estep 
Score: -3103801.000000 Penalty: 1644.553711
	Iteration 0F: 2 clusters Score -3103801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3087058.000000 Penalty: 3289.107422
	Iteration 0F: 3 clusters Score -3087058 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3093209.750000 Penalty: 3289.107422
	Iteration 1F: 3 clusters Score -3093210 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3093684.750000 Penalty: 3289.107422
	Iteration 2Q: 3 clusters Score -3093685 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3094221.500000 Penalty: 3289.107422
	Iteration 3Q: 3 clusters Score -3094222 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3094930.500000 Penalty: 3289.107422
	Iteration 4F: 3 clusters Score -3094930 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3095913.000000 Penalty: 3289.107422
	Iteration 5F: 3 clusters Score -3095913 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3097235.000000 Penalty: 3289.107422
	Iteration 6F: 3 clusters Score -3097235 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3098683.500000 Penalty: 3289.107422
	Iteration 7F: 3 clusters Score -3098684 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3100102.250000 Penalty: 3289.107422
	Iteration 8F: 3 clusters Score -3100102 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3101092.000000 Penalty: 3289.107422
	Iteration 9Q: 3 clusters Score -3101092 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3101644.250000 Penalty: 3289.107422
	Iteration 10Q: 3 clusters Score -3101644 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3101940.750000 Penalty: 3289.107422
	Iteration 11Q: 3 clusters Score -3101941 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3102120.000000 Penalty: 3289.107422
	Iteration 12Q: 3 clusters Score -3102120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3102214.000000 Penalty: 3289.107422
	Iteration 13Q: 3 clusters Score -3102214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3102255.000000 Penalty: 3289.107422
	Iteration 14Q: 3 clusters Score -3102255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3102277.500000 Penalty: 3289.107422
	Iteration 15Q: 3 clusters Score -3102278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3102291.250000 Penalty: 3289.107422
	Iteration 16Q: 3 clusters Score -3102291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3102307.750000 Penalty: 3289.107422
	Iteration 17Q: 3 clusters Score -3102308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3102309.750000 Penalty: 3289.107422
	Iteration 18Q: 3 clusters Score -3102310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3102318.250000 Penalty: 3289.107422
	Iteration 19Q: 3 clusters Score -3102318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3102323.000000 Penalty: 3289.107422
	Iteration 20F: 3 clusters Score -3102323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3102333.500000 Penalty: 3289.107422
	Iteration 21Q: 3 clusters Score -3102334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3102338.500000 Penalty: 3289.107422
	Iteration 22Q: 3 clusters Score -3102338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3102347.500000 Penalty: 3289.107422
	Iteration 23Q: 3 clusters Score -3102348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3102349.250000 Penalty: 3289.107422
	Iteration 24Q: 3 clusters Score -3102349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3102357.500000 Penalty: 3289.107422
	Iteration 25Q: 3 clusters Score -3102358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3102362.000000 Penalty: 3289.107422
	Iteration 26Q: 3 clusters Score -3102362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3102369.750000 Penalty: 3289.107422
	Iteration 27Q: 3 clusters Score -3102370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3102374.750000 Penalty: 3289.107422
	Iteration 28Q: 3 clusters Score -3102375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3102377.750000 Penalty: 3289.107422
	Iteration 29Q: 3 clusters Score -3102378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3102382.000000 Penalty: 3289.107422
	Iteration 30Q: 3 clusters Score -3102382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3102382.250000 Penalty: 3289.107422
	Iteration 31Q: 3 clusters Score -3102382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3102382.250000 Penalty: 3289.107422
	Iteration 32F: 3 clusters Score -3102382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (90636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90636 members 
Entering Unmasked Estep 
Score: -11404689.000000 Penalty: 1854.873657
	Iteration 0F: 2 clusters Score -1.140469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -11348295.000000 Penalty: 3709.747314
	Iteration 0F: 3 clusters Score -1.13483e+07 nChanged 43179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -11373385.000000 Penalty: 3709.747314
	Iteration 1F: 3 clusters Score -1.137338e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -11374053.000000 Penalty: 3709.747314
	Iteration 2Q: 3 clusters Score -1.137405e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -11375043.000000 Penalty: 3709.747314
	Iteration 3Q: 3 clusters Score -1.137504e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -11376338.000000 Penalty: 3709.747314
	Iteration 4Q: 3 clusters Score -1.137634e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -11378163.000000 Penalty: 3709.747314
	Iteration 5Q: 3 clusters Score -1.137816e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -11381301.000000 Penalty: 3709.747314
	Iteration 6F: 3 clusters Score -1.13813e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -11386211.000000 Penalty: 3709.747314
	Iteration 7F: 3 clusters Score -1.138621e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -11391253.000000 Penalty: 3709.747314
	Iteration 8F: 3 clusters Score -1.139125e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -11394015.000000 Penalty: 3709.747314
	Iteration 9F: 3 clusters Score -1.139402e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -11394928.000000 Penalty: 3709.747314
	Iteration 10Q: 3 clusters Score -1.139493e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -11395400.000000 Penalty: 3709.747314
	Iteration 11Q: 3 clusters Score -1.13954e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -11395681.000000 Penalty: 3709.747314
	Iteration 12Q: 3 clusters Score -1.139568e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -11396014.000000 Penalty: 3709.747314
	Iteration 13Q: 3 clusters Score -1.139601e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -11396370.000000 Penalty: 3709.747314
	Iteration 14Q: 3 clusters Score -1.139637e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -11396717.000000 Penalty: 3709.747314
	Iteration 15Q: 3 clusters Score -1.139672e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -11396901.000000 Penalty: 3709.747314
	Iteration 16Q: 3 clusters Score -1.13969e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -11397193.000000 Penalty: 3709.747314
	Iteration 17Q: 3 clusters Score -1.139719e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -11397457.000000 Penalty: 3709.747314
	Iteration 18Q: 3 clusters Score -1.139746e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -11397616.000000 Penalty: 3709.747314
	Iteration 19Q: 3 clusters Score -1.139762e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -11397777.000000 Penalty: 3709.747314
	Iteration 20F: 3 clusters Score -1.139778e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -11398020.000000 Penalty: 3709.747314
	Iteration 21Q: 3 clusters Score -1.139802e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -11398125.000000 Penalty: 3709.747314
	Iteration 22Q: 3 clusters Score -1.139812e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -11398327.000000 Penalty: 3709.747314
	Iteration 23Q: 3 clusters Score -1.139833e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -11398522.000000 Penalty: 3709.747314
	Iteration 24Q: 3 clusters Score -1.139852e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -11398683.000000 Penalty: 3709.747314
	Iteration 25Q: 3 clusters Score -1.139868e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -11398858.000000 Penalty: 3709.747314
	Iteration 26Q: 3 clusters Score -1.139886e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -11399004.000000 Penalty: 3709.747314
	Iteration 27Q: 3 clusters Score -1.1399e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -11399159.000000 Penalty: 3709.747314
	Iteration 28Q: 3 clusters Score -1.139916e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -11399344.000000 Penalty: 3709.747314
	Iteration 29Q: 3 clusters Score -1.139934e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -11399536.000000 Penalty: 3709.747314
	Iteration 30Q: 3 clusters Score -1.139954e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -11399710.000000 Penalty: 3709.747314
	Iteration 31Q: 3 clusters Score -1.139971e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -11399842.000000 Penalty: 3709.747314
	Iteration 32Q: 3 clusters Score -1.139984e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
Score: -11400018.000000 Penalty: 3709.747314
	Iteration 33Q: 3 clusters Score -1.140002e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 71985 members 
Entering Unmasked Estep 
Score: -11400224.000000 Penalty: 3709.747314
	Iteration 34Q: 3 clusters Score -1.140022e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -11400415.000000 Penalty: 3709.747314
	Iteration 35Q: 3 clusters Score -1.140042e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -11400662.000000 Penalty: 3709.747314
	Iteration 36Q: 3 clusters Score -1.140066e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -11400912.000000 Penalty: 3709.747314
	Iteration 37Q: 3 clusters Score -1.140091e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -11401158.000000 Penalty: 3709.747314
	Iteration 38Q: 3 clusters Score -1.140116e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -11401383.000000 Penalty: 3709.747314
	Iteration 39Q: 3 clusters Score -1.140138e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -11401584.000000 Penalty: 3709.747314
	Iteration 40F: 3 clusters Score -1.140158e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -11401745.000000 Penalty: 3709.747314
	Iteration 41Q: 3 clusters Score -1.140174e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -11401890.000000 Penalty: 3709.747314
	Iteration 42Q: 3 clusters Score -1.140189e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -11401952.000000 Penalty: 3709.747314
	Iteration 43Q: 3 clusters Score -1.140195e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -11402055.000000 Penalty: 3709.747314
	Iteration 44Q: 3 clusters Score -1.140206e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -11402149.000000 Penalty: 3709.747314
	Iteration 45Q: 3 clusters Score -1.140215e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -11402207.000000 Penalty: 3709.747314
	Iteration 46Q: 3 clusters Score -1.140221e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 81424 members 
Entering Unmasked Estep 
Score: -11402383.000000 Penalty: 3709.747314
	Iteration 47Q: 3 clusters Score -1.140238e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 81841 members 
Entering Unmasked Estep 
Score: -11402582.000000 Penalty: 3709.747314
	Iteration 48Q: 3 clusters Score -1.140258e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 82230 members 
Entering Unmasked Estep 
Score: -11402706.000000 Penalty: 3709.747314
	Iteration 49Q: 3 clusters Score -1.140271e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -11402825.000000 Penalty: 3709.747314
	Iteration 50Q: 3 clusters Score -1.140282e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -11402925.000000 Penalty: 3709.747314
	Iteration 51Q: 3 clusters Score -1.140292e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -11403020.000000 Penalty: 3709.747314
	Iteration 52Q: 3 clusters Score -1.140302e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -11403070.000000 Penalty: 3709.747314
	Iteration 53Q: 3 clusters Score -1.140307e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -11403125.000000 Penalty: 3709.747314
	Iteration 54Q: 3 clusters Score -1.140312e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -11403203.000000 Penalty: 3709.747314
	Iteration 55Q: 3 clusters Score -1.14032e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 84127 members 
Entering Unmasked Estep 
Score: -11403254.000000 Penalty: 3709.747314
	Iteration 56Q: 3 clusters Score -1.140325e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -11403341.000000 Penalty: 3709.747314
	Iteration 57Q: 3 clusters Score -1.140334e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 84578 members 
Entering Unmasked Estep 
Score: -11403412.000000 Penalty: 3709.747314
	Iteration 58Q: 3 clusters Score -1.140341e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -11403455.000000 Penalty: 3709.747314
	Iteration 59Q: 3 clusters Score -1.140346e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -11403525.000000 Penalty: 3709.747314
	Iteration 60F: 3 clusters Score -1.140352e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -11403537.000000 Penalty: 3709.747314
	Iteration 61Q: 3 clusters Score -1.140354e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -11403548.000000 Penalty: 3709.747314
	Iteration 62Q: 3 clusters Score -1.140355e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 85397 members 
Entering Unmasked Estep 
Score: -11403534.000000 Penalty: 3709.747314
	Iteration 63Q: 3 clusters Score -1.140353e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -11403551.000000 Penalty: 3709.747314
	Iteration 64Q: 3 clusters Score -1.140355e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -11403576.000000 Penalty: 3709.747314
	Iteration 65Q: 3 clusters Score -1.140358e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -11403563.000000 Penalty: 3709.747314
	Iteration 66Q: 3 clusters Score -1.140356e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -11403574.000000 Penalty: 3709.747314
	Iteration 67Q: 3 clusters Score -1.140357e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 85888 members 
Entering Unmasked Estep 
Score: -11403596.000000 Penalty: 3709.747314
	Iteration 68Q: 3 clusters Score -1.14036e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -11403592.000000 Penalty: 3709.747314
	Iteration 69Q: 3 clusters Score -1.140359e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -11403606.000000 Penalty: 3709.747314
	Iteration 70Q: 3 clusters Score -1.140361e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -11403644.000000 Penalty: 3709.747314
	Iteration 71Q: 3 clusters Score -1.140364e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -11403638.000000 Penalty: 3709.747314
	Iteration 72Q: 3 clusters Score -1.140364e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -11403633.000000 Penalty: 3709.747314
	Iteration 73Q: 3 clusters Score -1.140363e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 86205 members 
Entering Unmasked Estep 
Score: -11403641.000000 Penalty: 3709.747314
	Iteration 74Q: 3 clusters Score -1.140364e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -11403644.000000 Penalty: 3709.747314
	Iteration 75Q: 3 clusters Score -1.140364e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -11403655.000000 Penalty: 3709.747314
	Iteration 76Q: 3 clusters Score -1.140366e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -11403681.000000 Penalty: 3709.747314
	Iteration 77Q: 3 clusters Score -1.140368e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -11403692.000000 Penalty: 3709.747314
	Iteration 78Q: 3 clusters Score -1.140369e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -11403694.000000 Penalty: 3709.747314
	Iteration 79Q: 3 clusters Score -1.140369e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -11403709.000000 Penalty: 3709.747314
	Iteration 80F: 3 clusters Score -1.140371e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -11403700.000000 Penalty: 3709.747314
	Iteration 81Q: 3 clusters Score -1.14037e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -11403700.000000 Penalty: 3709.747314
	Iteration 82Q: 3 clusters Score -1.14037e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -11403711.000000 Penalty: 3709.747314
	Iteration 83Q: 3 clusters Score -1.140371e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -11403700.000000 Penalty: 3709.747314
	Iteration 84Q: 3 clusters Score -1.14037e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -11403713.000000 Penalty: 3709.747314
	Iteration 85Q: 3 clusters Score -1.140371e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -11403718.000000 Penalty: 3709.747314
	Iteration 86Q: 3 clusters Score -1.140372e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -11403732.000000 Penalty: 3709.747314
	Iteration 87Q: 3 clusters Score -1.140373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -11403740.000000 Penalty: 3709.747314
	Iteration 88Q: 3 clusters Score -1.140374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -11403725.000000 Penalty: 3709.747314
	Iteration 89Q: 3 clusters Score -1.140372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -11403745.000000 Penalty: 3709.747314
	Iteration 90Q: 3 clusters Score -1.140374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -11403758.000000 Penalty: 3709.747314
	Iteration 91Q: 3 clusters Score -1.140376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -11403748.000000 Penalty: 3709.747314
	Iteration 92Q: 3 clusters Score -1.140375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -11403737.000000 Penalty: 3709.747314
	Iteration 93Q: 3 clusters Score -1.140374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 86852 members 
Entering Unmasked Estep 
Score: -11403738.000000 Penalty: 3709.747314
	Iteration 94Q: 3 clusters Score -1.140374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -11403741.000000 Penalty: 3709.747314
	Iteration 95Q: 3 clusters Score -1.140374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -11403728.000000 Penalty: 3709.747314
	Iteration 96Q: 3 clusters Score -1.140373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -11403749.000000 Penalty: 3709.747314
	Iteration 97Q: 3 clusters Score -1.140375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -11403743.000000 Penalty: 3709.747314
	Iteration 98Q: 3 clusters Score -1.140374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 86914 members 
Entering Unmasked Estep 
Score: -11403741.000000 Penalty: 3709.747314
	Iteration 99Q: 3 clusters Score -1.140374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -11403742.000000 Penalty: 3709.747314
	Iteration 100F: 3 clusters Score -1.140374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -11403744.000000 Penalty: 3709.747314
	Iteration 101Q: 3 clusters Score -1.140374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 86941 members 
Entering Unmasked Estep 
Score: -11403749.000000 Penalty: 3709.747314
	Iteration 102Q: 3 clusters Score -1.140375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -11403747.000000 Penalty: 3709.747314
	Iteration 103Q: 3 clusters Score -1.140375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -11403744.000000 Penalty: 3709.747314
	Iteration 104Q: 3 clusters Score -1.140374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -11403752.000000 Penalty: 3709.747314
	Iteration 105Q: 3 clusters Score -1.140375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -11403745.000000 Penalty: 3709.747314
	Iteration 106Q: 3 clusters Score -1.140374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -11403742.000000 Penalty: 3709.747314
	Iteration 107Q: 3 clusters Score -1.140374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -11403742.000000 Penalty: 3709.747314
	Iteration 108F: 3 clusters Score -1.140374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -46712.199219 Penalty: 1009.222473
	Iteration 0F: 2 clusters Score -46712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45730.625000 Penalty: 2018.444946
	Iteration 0F: 3 clusters Score -45730.62 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46186.324219 Penalty: 2018.444946
	Iteration 1F: 3 clusters Score -46186.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46339.406250 Penalty: 2018.444946
	Iteration 2F: 3 clusters Score -46339.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46456.269531 Penalty: 2018.444946
	Iteration 3F: 3 clusters Score -46456.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46507.285156 Penalty: 2018.444946
	Iteration 4Q: 3 clusters Score -46507.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46546.292969 Penalty: 2018.444946
	Iteration 5Q: 3 clusters Score -46546.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46586.468750 Penalty: 2018.444946
	Iteration 6Q: 3 clusters Score -46586.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46639.277344 Penalty: 2018.444946
	Iteration 7Q: 3 clusters Score -46639.28 nChanged 8
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: -46663.183594 Penalty: 2018.444946
	Iteration 8Q: 3 clusters Score -46663.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46683.828125 Penalty: 2018.444946
	Iteration 9Q: 3 clusters Score -46683.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46695.828125 Penalty: 2018.444946
	Iteration 10Q: 3 clusters Score -46695.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46730.164062 Penalty: 2018.444946
	Iteration 11Q: 3 clusters Score -46730.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46730.164062 Penalty: 2018.444946
	Iteration 12F: 3 clusters Score -46730.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 86499 members 
Mstep: Class 3 contains 91260 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28958 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 50190 members 
Mstep: Class 8 contains 94088 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 28317 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 10006 members 
Mstep: Class 20 contains 101896 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50331 members 
Mstep: Class 25 contains 24843 members 
Mstep: Class 26 contains 90636 members 
Mstep: Class 27 contains 316 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7806 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 70672 members 
Mstep: Class 35 contains 182 members 
Entering Unmasked Estep 
Score: -102225056.000000 Penalty: 77592.265625
Splitting cluster 27 changes total score from -102225736.000000 to -102225056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -8468.896484 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -8468.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7814.990723 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -7814.991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8037.542480 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -8037.542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8161.759766 Penalty: 1645.343384
	Iteration 2F: 3 clusters Score -8161.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8227.376953 Penalty: 1645.343384
	Iteration 3F: 3 clusters Score -8227.377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8260.672852 Penalty: 1645.343384
	Iteration 4Q: 3 clusters Score -8260.673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8260.672852 Penalty: 1645.343384
	Iteration 5F: 3 clusters Score -8260.673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Entering Unmasked Estep 
Score: -944759.500000 Penalty: 1456.430420
	Iteration 0F: 2 clusters Score -944759.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -938946.250000 Penalty: 2912.860840
	Iteration 0F: 3 clusters Score -938946.2 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -940761.312500 Penalty: 2912.860840
	Iteration 1F: 3 clusters Score -940761.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -941021.250000 Penalty: 2912.860840
	Iteration 2F: 3 clusters Score -941021.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -941278.062500 Penalty: 2912.860840
	Iteration 3F: 3 clusters Score -941278.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -941518.062500 Penalty: 2912.860840
	Iteration 4F: 3 clusters Score -941518.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -941772.187500 Penalty: 2912.860840
	Iteration 5Q: 3 clusters Score -941772.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -942030.687500 Penalty: 2912.860840
	Iteration 6F: 3 clusters Score -942030.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -942283.187500 Penalty: 2912.860840
	Iteration 7Q: 3 clusters Score -942283.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -942494.687500 Penalty: 2912.860840
	Iteration 8Q: 3 clusters Score -942494.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -942677.187500 Penalty: 2912.860840
	Iteration 9Q: 3 clusters Score -942677.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -942823.375000 Penalty: 2912.860840
	Iteration 10Q: 3 clusters Score -942823.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -942924.062500 Penalty: 2912.860840
	Iteration 11Q: 3 clusters Score -942924.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -942995.625000 Penalty: 2912.860840
	Iteration 12Q: 3 clusters Score -942995.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -943054.375000 Penalty: 2912.860840
	Iteration 13Q: 3 clusters Score -943054.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -943115.375000 Penalty: 2912.860840
	Iteration 14Q: 3 clusters Score -943115.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -943178.687500 Penalty: 2912.860840
	Iteration 15Q: 3 clusters Score -943178.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -943223.500000 Penalty: 2912.860840
	Iteration 16Q: 3 clusters Score -943223.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -943261.312500 Penalty: 2912.860840
	Iteration 17Q: 3 clusters Score -943261.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -943290.187500 Penalty: 2912.860840
	Iteration 18Q: 3 clusters Score -943290.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -943322.000000 Penalty: 2912.860840
	Iteration 19Q: 3 clusters Score -943322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -943350.562500 Penalty: 2912.860840
	Iteration 20F: 3 clusters Score -943350.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -943379.312500 Penalty: 2912.860840
	Iteration 21Q: 3 clusters Score -943379.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -943409.000000 Penalty: 2912.860840
	Iteration 22Q: 3 clusters Score -943409 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -943432.562500 Penalty: 2912.860840
	Iteration 23Q: 3 clusters Score -943432.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -943453.500000 Penalty: 2912.860840
	Iteration 24Q: 3 clusters Score -943453.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -943473.812500 Penalty: 2912.860840
	Iteration 25Q: 3 clusters Score -943473.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -943486.062500 Penalty: 2912.860840
	Iteration 26Q: 3 clusters Score -943486.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -943494.375000 Penalty: 2912.860840
	Iteration 27Q: 3 clusters Score -943494.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -943502.875000 Penalty: 2912.860840
	Iteration 28Q: 3 clusters Score -943502.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -943513.125000 Penalty: 2912.860840
	Iteration 29Q: 3 clusters Score -943513.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -943522.562500 Penalty: 2912.860840
	Iteration 30Q: 3 clusters Score -943522.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -943537.562500 Penalty: 2912.860840
	Iteration 31Q: 3 clusters Score -943537.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -943546.062500 Penalty: 2912.860840
	Iteration 32Q: 3 clusters Score -943546.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -943552.937500 Penalty: 2912.860840
	Iteration 33Q: 3 clusters Score -943552.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -943557.375000 Penalty: 2912.860840
	Iteration 34Q: 3 clusters Score -943557.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -943563.750000 Penalty: 2912.860840
	Iteration 35Q: 3 clusters Score -943563.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -943575.875000 Penalty: 2912.860840
	Iteration 36Q: 3 clusters Score -943575.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -943583.812500 Penalty: 2912.860840
	Iteration 37Q: 3 clusters Score -943583.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -943601.312500 Penalty: 2912.860840
	Iteration 38Q: 3 clusters Score -943601.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -943624.625000 Penalty: 2912.860840
	Iteration 39Q: 3 clusters Score -943624.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -943636.562500 Penalty: 2912.860840
	Iteration 40F: 3 clusters Score -943636.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -943648.312500 Penalty: 2912.860840
	Iteration 41Q: 3 clusters Score -943648.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -943658.500000 Penalty: 2912.860840
	Iteration 42Q: 3 clusters Score -943658.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -943661.937500 Penalty: 2912.860840
	Iteration 43Q: 3 clusters Score -943661.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -943670.812500 Penalty: 2912.860840
	Iteration 44Q: 3 clusters Score -943670.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -943673.125000 Penalty: 2912.860840
	Iteration 45Q: 3 clusters Score -943673.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -943677.500000 Penalty: 2912.860840
	Iteration 46Q: 3 clusters Score -943677.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -943681.000000 Penalty: 2912.860840
	Iteration 47Q: 3 clusters Score -943681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -943686.437500 Penalty: 2912.860840
	Iteration 48Q: 3 clusters Score -943686.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -943687.187500 Penalty: 2912.860840
	Iteration 49Q: 3 clusters Score -943687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -943689.062500 Penalty: 2912.860840
	Iteration 50Q: 3 clusters Score -943689.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -943692.687500 Penalty: 2912.860840
	Iteration 51Q: 3 clusters Score -943692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -943694.000000 Penalty: 2912.860840
	Iteration 52Q: 3 clusters Score -943694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -943695.625000 Penalty: 2912.860840
	Iteration 53Q: 3 clusters Score -943695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -943700.750000 Penalty: 2912.860840
	Iteration 54Q: 3 clusters Score -943700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -943703.812500 Penalty: 2912.860840
	Iteration 55Q: 3 clusters Score -943703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -943704.687500 Penalty: 2912.860840
	Iteration 56Q: 3 clusters Score -943704.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -943704.062500 Penalty: 2912.860840
	Iteration 57Q: 3 clusters Score -943704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -943705.562500 Penalty: 2912.860840
	Iteration 58Q: 3 clusters Score -943705.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -943705.562500 Penalty: 2912.860840
	Iteration 59F: 3 clusters Score -943705.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -229392.375000 Penalty: 1237.485962
	Iteration 0F: 2 clusters Score -229392.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -227297.859375 Penalty: 2474.971924
	Iteration 0F: 3 clusters Score -227297.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -227787.828125 Penalty: 2474.971924
	Iteration 1F: 3 clusters Score -227787.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -227949.125000 Penalty: 2474.971924
	Iteration 2F: 3 clusters Score -227949.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -228045.000000 Penalty: 2474.971924
	Iteration 3F: 3 clusters Score -228045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -228090.609375 Penalty: 2474.971924
	Iteration 4Q: 3 clusters Score -228090.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -228117.515625 Penalty: 2474.971924
	Iteration 5Q: 3 clusters Score -228117.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -228140.796875 Penalty: 2474.971924
	Iteration 6Q: 3 clusters Score -228140.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -228158.734375 Penalty: 2474.971924
	Iteration 7Q: 3 clusters Score -228158.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -228175.437500 Penalty: 2474.971924
	Iteration 8Q: 3 clusters Score -228175.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -228189.453125 Penalty: 2474.971924
	Iteration 9Q: 3 clusters Score -228189.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -228203.968750 Penalty: 2474.971924
	Iteration 10Q: 3 clusters Score -228204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -228216.656250 Penalty: 2474.971924
	Iteration 11Q: 3 clusters Score -228216.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -228227.078125 Penalty: 2474.971924
	Iteration 12Q: 3 clusters Score -228227.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -228241.312500 Penalty: 2474.971924
	Iteration 13Q: 3 clusters Score -228241.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -228255.984375 Penalty: 2474.971924
	Iteration 14Q: 3 clusters Score -228256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -228270.734375 Penalty: 2474.971924
	Iteration 15Q: 3 clusters Score -228270.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -228283.546875 Penalty: 2474.971924
	Iteration 16Q: 3 clusters Score -228283.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -228301.062500 Penalty: 2474.971924
	Iteration 17Q: 3 clusters Score -228301.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -228323.937500 Penalty: 2474.971924
	Iteration 18Q: 3 clusters Score -228323.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -228351.140625 Penalty: 2474.971924
	Iteration 19Q: 3 clusters Score -228351.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -228377.187500 Penalty: 2474.971924
	Iteration 20F: 3 clusters Score -228377.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -228405.046875 Penalty: 2474.971924
	Iteration 21Q: 3 clusters Score -228405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -228430.093750 Penalty: 2474.971924
	Iteration 22Q: 3 clusters Score -228430.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -228452.734375 Penalty: 2474.971924
	Iteration 23Q: 3 clusters Score -228452.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -228470.656250 Penalty: 2474.971924
	Iteration 24Q: 3 clusters Score -228470.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -228488.484375 Penalty: 2474.971924
	Iteration 25Q: 3 clusters Score -228488.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -228511.500000 Penalty: 2474.971924
	Iteration 26Q: 3 clusters Score -228511.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -228536.859375 Penalty: 2474.971924
	Iteration 27Q: 3 clusters Score -228536.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -228580.093750 Penalty: 2474.971924
	Iteration 28Q: 3 clusters Score -228580.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -228630.718750 Penalty: 2474.971924
	Iteration 29Q: 3 clusters Score -228630.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -228674.046875 Penalty: 2474.971924
	Iteration 30Q: 3 clusters Score -228674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -228717.843750 Penalty: 2474.971924
	Iteration 31Q: 3 clusters Score -228717.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -228785.812500 Penalty: 2474.971924
	Iteration 32Q: 3 clusters Score -228785.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -228888.015625 Penalty: 2474.971924
	Iteration 33Q: 3 clusters Score -228888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -229006.906250 Penalty: 2474.971924
	Iteration 34Q: 3 clusters Score -229006.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -229091.765625 Penalty: 2474.971924
	Iteration 35Q: 3 clusters Score -229091.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -229150.062500 Penalty: 2474.971924
	Iteration 36Q: 3 clusters Score -229150.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -229176.828125 Penalty: 2474.971924
	Iteration 37Q: 3 clusters Score -229176.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -229188.843750 Penalty: 2474.971924
	Iteration 38Q: 3 clusters Score -229188.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -229199.531250 Penalty: 2474.971924
	Iteration 39Q: 3 clusters Score -229199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -229206.046875 Penalty: 2474.971924
	Iteration 40F: 3 clusters Score -229206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -229212.531250 Penalty: 2474.971924
	Iteration 41Q: 3 clusters Score -229212.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -229220.000000 Penalty: 2474.971924
	Iteration 42Q: 3 clusters Score -229220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -229229.562500 Penalty: 2474.971924
	Iteration 43Q: 3 clusters Score -229229.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -229242.093750 Penalty: 2474.971924
	Iteration 44Q: 3 clusters Score -229242.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -229248.390625 Penalty: 2474.971924
	Iteration 45Q: 3 clusters Score -229248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -229250.203125 Penalty: 2474.971924
	Iteration 46Q: 3 clusters Score -229250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -229251.453125 Penalty: 2474.971924
	Iteration 47Q: 3 clusters Score -229251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -229251.453125 Penalty: 2474.971924
	Iteration 48F: 3 clusters Score -229251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Entering Unmasked Estep 
Score: -785067.250000 Penalty: 1428.121582
	Iteration 0F: 2 clusters Score -785067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -780081.375000 Penalty: 2856.243164
	Iteration 0F: 3 clusters Score -780081.4 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -781577.375000 Penalty: 2856.243164
	Iteration 1F: 3 clusters Score -781577.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -781772.562500 Penalty: 2856.243164
	Iteration 2F: 3 clusters Score -781772.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -781942.312500 Penalty: 2856.243164
	Iteration 3F: 3 clusters Score -781942.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -782076.187500 Penalty: 2856.243164
	Iteration 4Q: 3 clusters Score -782076.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -782214.937500 Penalty: 2856.243164
	Iteration 5Q: 3 clusters Score -782214.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -782376.125000 Penalty: 2856.243164
	Iteration 6Q: 3 clusters Score -782376.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -782549.812500 Penalty: 2856.243164
	Iteration 7Q: 3 clusters Score -782549.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -782734.062500 Penalty: 2856.243164
	Iteration 8Q: 3 clusters Score -782734.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -782940.000000 Penalty: 2856.243164
	Iteration 9Q: 3 clusters Score -782940 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -783109.750000 Penalty: 2856.243164
	Iteration 10Q: 3 clusters Score -783109.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -783295.375000 Penalty: 2856.243164
	Iteration 11Q: 3 clusters Score -783295.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -783469.937500 Penalty: 2856.243164
	Iteration 12Q: 3 clusters Score -783469.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -783623.375000 Penalty: 2856.243164
	Iteration 13Q: 3 clusters Score -783623.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -783726.750000 Penalty: 2856.243164
	Iteration 14Q: 3 clusters Score -783726.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -783805.062500 Penalty: 2856.243164
	Iteration 15Q: 3 clusters Score -783805.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -783874.562500 Penalty: 2856.243164
	Iteration 16Q: 3 clusters Score -783874.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -783953.250000 Penalty: 2856.243164
	Iteration 17Q: 3 clusters Score -783953.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -784025.812500 Penalty: 2856.243164
	Iteration 18Q: 3 clusters Score -784025.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -784071.625000 Penalty: 2856.243164
	Iteration 19Q: 3 clusters Score -784071.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -784090.062500 Penalty: 2856.243164
	Iteration 20F: 3 clusters Score -784090.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -784105.000000 Penalty: 2856.243164
	Iteration 21Q: 3 clusters Score -784105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -784117.562500 Penalty: 2856.243164
	Iteration 22Q: 3 clusters Score -784117.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -784126.187500 Penalty: 2856.243164
	Iteration 23Q: 3 clusters Score -784126.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -784134.875000 Penalty: 2856.243164
	Iteration 24Q: 3 clusters Score -784134.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -784139.812500 Penalty: 2856.243164
	Iteration 25Q: 3 clusters Score -784139.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -784142.000000 Penalty: 2856.243164
	Iteration 26Q: 3 clusters Score -784142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -784146.375000 Penalty: 2856.243164
	Iteration 27Q: 3 clusters Score -784146.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -784147.250000 Penalty: 2856.243164
	Iteration 28Q: 3 clusters Score -784147.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -784148.625000 Penalty: 2856.243164
	Iteration 29Q: 3 clusters Score -784148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -784150.562500 Penalty: 2856.243164
	Iteration 30Q: 3 clusters Score -784150.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -784150.625000 Penalty: 2856.243164
	Iteration 31Q: 3 clusters Score -784150.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -784153.875000 Penalty: 2856.243164
	Iteration 32Q: 3 clusters Score -784153.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -784154.687500 Penalty: 2856.243164
	Iteration 33Q: 3 clusters Score -784154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -784155.937500 Penalty: 2856.243164
	Iteration 34Q: 3 clusters Score -784155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -784155.937500 Penalty: 2856.243164
	Iteration 35Q: 3 clusters Score -784155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -784156.937500 Penalty: 2856.243164
	Iteration 36Q: 3 clusters Score -784156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -784156.625000 Penalty: 2856.243164
	Iteration 37Q: 3 clusters Score -784156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -784157.750000 Penalty: 2856.243164
	Iteration 38Q: 3 clusters Score -784157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -784158.125000 Penalty: 2856.243164
	Iteration 39Q: 3 clusters Score -784158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -784158.125000 Penalty: 2856.243164
	Iteration 40F: 3 clusters Score -784158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -18562.521484 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -18562.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17924.896484 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -17924.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18175.455078 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18175.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18269.763672 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18269.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18308.642578 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -18308.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18339.736328 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -18339.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18371.677734 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18371.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18381.439453 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18381.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18394.939453 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18394.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18406.750000 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -18406.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18412.746094 Penalty: 1827.805786
	Iteration 9Q: 3 clusters Score -18412.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18413.488281 Penalty: 1827.805786
	Iteration 10F: 3 clusters Score -18413.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18425.285156 Penalty: 1827.805786
	Iteration 11Q: 3 clusters Score -18425.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18436.076172 Penalty: 1827.805786
	Iteration 12Q: 3 clusters Score -18436.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18439.052734 Penalty: 1827.805786
	Iteration 13Q: 3 clusters Score -18439.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18439.052734 Penalty: 1827.805786
	Iteration 14F: 3 clusters Score -18439.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -166757.515625 Penalty: 1188.831055
	Iteration 0F: 2 clusters Score -166757.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -165028.468750 Penalty: 2377.662109
	Iteration 0F: 3 clusters Score -165028.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -165461.625000 Penalty: 2377.662109
	Iteration 1F: 3 clusters Score -165461.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -165644.203125 Penalty: 2377.662109
	Iteration 2F: 3 clusters Score -165644.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -165849.906250 Penalty: 2377.662109
	Iteration 3F: 3 clusters Score -165849.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -166044.843750 Penalty: 2377.662109
	Iteration 4F: 3 clusters Score -166044.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -166219.828125 Penalty: 2377.662109
	Iteration 5F: 3 clusters Score -166219.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -166316.500000 Penalty: 2377.662109
	Iteration 6Q: 3 clusters Score -166316.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -166354.000000 Penalty: 2377.662109
	Iteration 7Q: 3 clusters Score -166354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -166371.796875 Penalty: 2377.662109
	Iteration 8Q: 3 clusters Score -166371.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -166378.781250 Penalty: 2377.662109
	Iteration 9Q: 3 clusters Score -166378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -166383.125000 Penalty: 2377.662109
	Iteration 10Q: 3 clusters Score -166383.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -166384.937500 Penalty: 2377.662109
	Iteration 11Q: 3 clusters Score -166384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -166386.562500 Penalty: 2377.662109
	Iteration 12Q: 3 clusters Score -166386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -166388.468750 Penalty: 2377.662109
	Iteration 13Q: 3 clusters Score -166388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -166388.890625 Penalty: 2377.662109
	Iteration 14Q: 3 clusters Score -166388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -166389.781250 Penalty: 2377.662109
	Iteration 15Q: 3 clusters Score -166389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -166389.781250 Penalty: 2377.662109
	Iteration 16F: 3 clusters Score -166389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 86499 members 
Mstep: Class 3 contains 91260 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28958 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 50190 members 
Mstep: Class 8 contains 94088 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 28317 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 10006 members 
Mstep: Class 20 contains 101896 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50331 members 
Mstep: Class 25 contains 24843 members 
Mstep: Class 26 contains 90636 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7806 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227920.000000 Penalty: 75375.343750
Iteration 199Q: 35 clusters Score -1.022279e+08 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 86567 members 
Mstep: Class 3 contains 91560 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 28978 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 50186 members 
Mstep: Class 8 contains 94054 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13777 members 
Mstep: Class 11 contains 6977 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 28233 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5261 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 10009 members 
Mstep: Class 20 contains 102135 members 
Mstep: Class 21 contains 9003 members 
Mstep: Class 22 contains 2928 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50299 members 
Mstep: Class 25 contains 25276 members 
Mstep: Class 26 contains 91155 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7808 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 69282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229992.000000 Penalty: 75375.343750
Iteration 200F: 35 clusters Score -1.0223e+08 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 84668 members 
Mstep: Class 3 contains 90997 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29003 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 50181 members 
Mstep: Class 8 contains 94018 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13672 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 28250 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3405 members 
Mstep: Class 19 contains 10009 members 
Mstep: Class 20 contains 102293 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 2932 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50256 members 
Mstep: Class 25 contains 25686 members 
Mstep: Class 26 contains 89362 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 2024 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 73296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232824.000000 Penalty: 75375.343750
Iteration 201Q: 35 clusters Score -1.022328e+08 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 83243 members 
Mstep: Class 3 contains 90398 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29034 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 50172 members 
Mstep: Class 8 contains 93965 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13628 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 3501 members 
Mstep: Class 13 contains 28368 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3631 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 10005 members 
Mstep: Class 20 contains 102255 members 
Mstep: Class 21 contains 8746 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50214 members 
Mstep: Class 25 contains 26139 members 
Mstep: Class 26 contains 88129 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 2022 members 
Mstep: Class 31 contains 6577 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 76253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234456.000000 Penalty: 75375.343750
Iteration 202Q: 35 clusters Score -1.022345e+08 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 82228 members 
Mstep: Class 3 contains 89701 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29047 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 50143 members 
Mstep: Class 8 contains 93951 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13580 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 28420 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3395 members 
Mstep: Class 19 contains 10004 members 
Mstep: Class 20 contains 102135 members 
Mstep: Class 21 contains 8594 members 
Mstep: Class 22 contains 2928 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50163 members 
Mstep: Class 25 contains 26603 members 
Mstep: Class 26 contains 87235 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 2025 members 
Mstep: Class 31 contains 6583 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 78699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235200.000000 Penalty: 75375.343750
Iteration 203Q: 35 clusters Score -1.022352e+08 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 81521 members 
Mstep: Class 3 contains 89018 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29055 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 50096 members 
Mstep: Class 8 contains 93969 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13544 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 3492 members 
Mstep: Class 13 contains 28261 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5244 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 3394 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 101911 members 
Mstep: Class 21 contains 8475 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50096 members 
Mstep: Class 25 contains 27092 members 
Mstep: Class 26 contains 86740 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 2023 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 80653 members 
Entering Unmasked Estep 
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Score: -102236096.000000 Penalty: 75375.343750
Iteration 204Q: 35 clusters Score -1.022361e+08 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 81000 members 
Mstep: Class 3 contains 88407 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 29065 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 50054 members 
Mstep: Class 8 contains 93977 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13527 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 28047 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5243 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 3395 members 
Mstep: Class 19 contains 10004 members 
Mstep: Class 20 contains 101645 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 50027 members 
Mstep: Class 25 contains 27586 members 
Mstep: Class 26 contains 86445 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7812 members 
Mstep: Class 30 contains 2025 members 
Mstep: Class 31 contains 6602 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 82180 members 
Entering Unmasked Estep 
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Score: -102236496.000000 Penalty: 75375.343750
Iteration 205Q: 35 clusters Score -1.022365e+08 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 80670 members 
Mstep: Class 3 contains 87896 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 29073 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 50030 members 
Mstep: Class 8 contains 93951 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13516 members 
Mstep: Class 11 contains 6984 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 27824 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5242 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3627 members 
Mstep: Class 18 contains 3395 members 
Mstep: Class 19 contains 10000 members 
Mstep: Class 20 contains 101370 members 
Mstep: Class 21 contains 8267 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 1732 members 
Mstep: Class 24 contains 49979 members 
Mstep: Class 25 contains 28101 members 
Mstep: Class 26 contains 86150 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 6627 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 83379 members 
Entering Unmasked Estep 
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Score: -102236736.000000 Penalty: 75375.343750
Iteration 206Q: 35 clusters Score -1.022367e+08 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 80472 members 
Mstep: Class 3 contains 87425 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 29075 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 50016 members 
Mstep: Class 8 contains 93884 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13516 members 
Mstep: Class 11 contains 6980 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 27603 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3626 members 
Mstep: Class 18 contains 3397 members 
Mstep: Class 19 contains 9997 members 
Mstep: Class 20 contains 101087 members 
Mstep: Class 21 contains 8159 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 49928 members 
Mstep: Class 25 contains 28674 members 
Mstep: Class 26 contains 85882 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7811 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 6649 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 84379 members 
Entering Unmasked Estep 
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Iteration 207Q: 35 clusters Score -1.022373e+08 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 80280 members 
Mstep: Class 3 contains 87109 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 29067 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49984 members 
Mstep: Class 8 contains 93864 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13497 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 27369 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3631 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 100835 members 
Mstep: Class 21 contains 8051 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49864 members 
Mstep: Class 25 contains 29247 members 
Mstep: Class 26 contains 85642 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7806 members 
Mstep: Class 30 contains 2019 members 
Mstep: Class 31 contains 6673 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 85217 members 
Entering Unmasked Estep 
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Iteration 208Q: 35 clusters Score -1.022375e+08 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 80100 members 
Mstep: Class 3 contains 86893 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 29053 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49941 members 
Mstep: Class 8 contains 93826 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13496 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 27080 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 3395 members 
Mstep: Class 19 contains 9989 members 
Mstep: Class 20 contains 100540 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 2915 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49818 members 
Mstep: Class 25 contains 29822 members 
Mstep: Class 26 contains 85482 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7801 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 6696 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 85942 members 
Entering Unmasked Estep 
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Score: -102237464.000000 Penalty: 75375.343750
Iteration 209Q: 35 clusters Score -1.022375e+08 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 79992 members 
Mstep: Class 3 contains 86709 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 29048 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49901 members 
Mstep: Class 8 contains 93790 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13489 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 26747 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5225 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3634 members 
Mstep: Class 18 contains 3391 members 
Mstep: Class 19 contains 9974 members 
Mstep: Class 20 contains 100261 members 
Mstep: Class 21 contains 7892 members 
Mstep: Class 22 contains 2915 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49768 members 
Mstep: Class 25 contains 30414 members 
Mstep: Class 26 contains 85270 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7803 members 
Mstep: Class 30 contains 2018 members 
Mstep: Class 31 contains 6720 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 86617 members 
Entering Unmasked Estep 
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Score: -102237416.000000 Penalty: 75375.343750
Iteration 210Q: 35 clusters Score -1.022374e+08 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 79916 members 
Mstep: Class 3 contains 86549 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 29043 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49853 members 
Mstep: Class 8 contains 93775 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 6922 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 26410 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5221 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 3389 members 
Mstep: Class 19 contains 9965 members 
Mstep: Class 20 contains 100036 members 
Mstep: Class 21 contains 7821 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49705 members 
Mstep: Class 25 contains 30962 members 
Mstep: Class 26 contains 85069 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7800 members 
Mstep: Class 30 contains 2017 members 
Mstep: Class 31 contains 6742 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 87229 members 
Entering Unmasked Estep 
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Score: -102237336.000000 Penalty: 75375.343750
Iteration 211Q: 35 clusters Score -1.022373e+08 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 79894 members 
Mstep: Class 3 contains 86366 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 29036 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 93742 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13452 members 
Mstep: Class 11 contains 6906 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 26105 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5220 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 3382 members 
Mstep: Class 19 contains 9958 members 
Mstep: Class 20 contains 99799 members 
Mstep: Class 21 contains 7786 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49635 members 
Mstep: Class 25 contains 31524 members 
Mstep: Class 26 contains 84908 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7798 members 
Mstep: Class 30 contains 2017 members 
Mstep: Class 31 contains 6759 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 87775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237624.000000 Penalty: 75375.343750
Iteration 212Q: 35 clusters Score -1.022376e+08 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 79890 members 
Mstep: Class 3 contains 86148 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 29032 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49749 members 
Mstep: Class 8 contains 93737 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13439 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 25835 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5215 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3646 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 9956 members 
Mstep: Class 20 contains 99533 members 
Mstep: Class 21 contains 7753 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49575 members 
Mstep: Class 25 contains 32066 members 
Mstep: Class 26 contains 84781 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7791 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6780 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 88267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237888.000000 Penalty: 75375.343750
Iteration 213Q: 35 clusters Score -1.022379e+08 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 79828 members 
Mstep: Class 3 contains 85934 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 29023 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49706 members 
Mstep: Class 8 contains 93726 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13424 members 
Mstep: Class 11 contains 6878 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 25618 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5208 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3648 members 
Mstep: Class 18 contains 3364 members 
Mstep: Class 19 contains 9954 members 
Mstep: Class 20 contains 99261 members 
Mstep: Class 21 contains 7712 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49516 members 
Mstep: Class 25 contains 32618 members 
Mstep: Class 26 contains 84708 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7791 members 
Mstep: Class 30 contains 2017 members 
Mstep: Class 31 contains 6804 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 88718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238080.000000 Penalty: 75375.343750
Iteration 214Q: 35 clusters Score -1.022381e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 79831 members 
Mstep: Class 3 contains 85762 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 29012 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49673 members 
Mstep: Class 8 contains 93701 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13402 members 
Mstep: Class 11 contains 6858 members 
Mstep: Class 12 contains 3418 members 
Mstep: Class 13 contains 25356 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5206 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3648 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 9950 members 
Mstep: Class 20 contains 98991 members 
Mstep: Class 21 contains 7685 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49455 members 
Mstep: Class 25 contains 33156 members 
Mstep: Class 26 contains 84577 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7784 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6827 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 89168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238592.000000 Penalty: 75375.343750
Iteration 215Q: 35 clusters Score -1.022386e+08 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 79878 members 
Mstep: Class 3 contains 85587 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28992 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49636 members 
Mstep: Class 8 contains 93663 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13389 members 
Mstep: Class 11 contains 6848 members 
Mstep: Class 12 contains 3416 members 
Mstep: Class 13 contains 25130 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5200 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 3358 members 
Mstep: Class 19 contains 9945 members 
Mstep: Class 20 contains 98738 members 
Mstep: Class 21 contains 7672 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49404 members 
Mstep: Class 25 contains 33650 members 
Mstep: Class 26 contains 84453 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7780 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6847 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 89553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238720.000000 Penalty: 75375.343750
Iteration 216Q: 35 clusters Score -1.022387e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 79937 members 
Mstep: Class 3 contains 85452 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28976 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49594 members 
Mstep: Class 8 contains 93620 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 6836 members 
Mstep: Class 12 contains 3418 members 
Mstep: Class 13 contains 24894 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5197 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 3358 members 
Mstep: Class 19 contains 9946 members 
Mstep: Class 20 contains 98472 members 
Mstep: Class 21 contains 7671 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49351 members 
Mstep: Class 25 contains 34119 members 
Mstep: Class 26 contains 84326 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7774 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6857 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 89919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238304.000000 Penalty: 75375.343750
Iteration 217Q: 35 clusters Score -1.022383e+08 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 79960 members 
Mstep: Class 3 contains 85373 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28942 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49563 members 
Mstep: Class 8 contains 93563 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13381 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 24656 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5195 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 3355 members 
Mstep: Class 19 contains 9944 members 
Mstep: Class 20 contains 98232 members 
Mstep: Class 21 contains 7673 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49328 members 
Mstep: Class 25 contains 34566 members 
Mstep: Class 26 contains 84204 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7769 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6864 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 90242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238552.000000 Penalty: 75375.343750
Iteration 218Q: 35 clusters Score -1.022386e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 79977 members 
Mstep: Class 3 contains 85289 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28916 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49517 members 
Mstep: Class 8 contains 93572 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 6832 members 
Mstep: Class 12 contains 3410 members 
Mstep: Class 13 contains 24391 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5194 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 3352 members 
Mstep: Class 19 contains 9936 members 
Mstep: Class 20 contains 98029 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49298 members 
Mstep: Class 25 contains 34961 members 
Mstep: Class 26 contains 84159 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7757 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6870 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 90515 members 
Entering Unmasked Estep 
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Iteration 219Q: 35 clusters Score -1.022384e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 80016 members 
Mstep: Class 3 contains 85151 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28902 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49485 members 
Mstep: Class 8 contains 93575 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13375 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 24143 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5194 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3654 members 
Mstep: Class 18 contains 3349 members 
Mstep: Class 19 contains 9932 members 
Mstep: Class 20 contains 97859 members 
Mstep: Class 21 contains 7677 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 49268 members 
Mstep: Class 25 contains 35356 members 
Mstep: Class 26 contains 84097 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7752 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6877 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 90774 members 
Entering Unmasked Estep 
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Iteration 220F: 35 clusters Score -1.022382e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 80071 members 
Mstep: Class 3 contains 85050 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28891 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49456 members 
Mstep: Class 8 contains 93545 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13373 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 3401 members 
Mstep: Class 13 contains 23901 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5193 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 3351 members 
Mstep: Class 19 contains 9933 members 
Mstep: Class 20 contains 97683 members 
Mstep: Class 21 contains 7668 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 49240 members 
Mstep: Class 25 contains 35746 members 
Mstep: Class 26 contains 84037 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7745 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6879 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 90990 members 
Entering Unmasked Estep 
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Iteration 221Q: 35 clusters Score -1.022382e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 80121 members 
Mstep: Class 3 contains 84943 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28887 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49416 members 
Mstep: Class 8 contains 93555 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 6837 members 
Mstep: Class 12 contains 3398 members 
Mstep: Class 13 contains 23707 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 9931 members 
Mstep: Class 20 contains 97502 members 
Mstep: Class 21 contains 7658 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 49198 members 
Mstep: Class 25 contains 36150 members 
Mstep: Class 26 contains 83979 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7741 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6884 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 91135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237816.000000 Penalty: 75375.343750
Iteration 222Q: 35 clusters Score -1.022378e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 80195 members 
Mstep: Class 3 contains 84865 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28871 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49390 members 
Mstep: Class 8 contains 93535 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 6839 members 
Mstep: Class 12 contains 3395 members 
Mstep: Class 13 contains 23525 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9936 members 
Mstep: Class 20 contains 97336 members 
Mstep: Class 21 contains 7658 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 49161 members 
Mstep: Class 25 contains 36547 members 
Mstep: Class 26 contains 83917 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7738 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 91215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238024.000000 Penalty: 75375.343750
Iteration 223Q: 35 clusters Score -1.02238e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 80253 members 
Mstep: Class 3 contains 84805 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28857 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49371 members 
Mstep: Class 8 contains 93512 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 3394 members 
Mstep: Class 13 contains 23329 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5193 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3648 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 9938 members 
Mstep: Class 20 contains 97164 members 
Mstep: Class 21 contains 7670 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 49129 members 
Mstep: Class 25 contains 36966 members 
Mstep: Class 26 contains 83889 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7736 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6890 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 91264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238184.000000 Penalty: 75375.343750
Iteration 224Q: 35 clusters Score -1.022382e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 80306 members 
Mstep: Class 3 contains 84738 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28839 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49344 members 
Mstep: Class 8 contains 93485 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 3392 members 
Mstep: Class 13 contains 23160 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3646 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 9941 members 
Mstep: Class 20 contains 97034 members 
Mstep: Class 21 contains 7673 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 49103 members 
Mstep: Class 25 contains 37344 members 
Mstep: Class 26 contains 83875 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7735 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6894 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 91313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238408.000000 Penalty: 75375.343750
Iteration 225Q: 35 clusters Score -1.022384e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 80358 members 
Mstep: Class 3 contains 84711 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28818 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49312 members 
Mstep: Class 8 contains 93487 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13360 members 
Mstep: Class 11 contains 6849 members 
Mstep: Class 12 contains 3394 members 
Mstep: Class 13 contains 22995 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3649 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 9944 members 
Mstep: Class 20 contains 96913 members 
Mstep: Class 21 contains 7680 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 49053 members 
Mstep: Class 25 contains 37676 members 
Mstep: Class 26 contains 83859 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7730 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6895 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 91340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238440.000000 Penalty: 75375.343750
Iteration 226Q: 35 clusters Score -1.022384e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 80409 members 
Mstep: Class 3 contains 84651 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28794 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49276 members 
Mstep: Class 8 contains 93481 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13355 members 
Mstep: Class 11 contains 6849 members 
Mstep: Class 12 contains 3395 members 
Mstep: Class 13 contains 22849 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3646 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 9950 members 
Mstep: Class 20 contains 96793 members 
Mstep: Class 21 contains 7675 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 49022 members 
Mstep: Class 25 contains 37998 members 
Mstep: Class 26 contains 83888 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7727 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6895 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 91346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238352.000000 Penalty: 75375.343750
Iteration 227Q: 35 clusters Score -1.022384e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 80451 members 
Mstep: Class 3 contains 84583 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28768 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49242 members 
Mstep: Class 8 contains 93499 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13347 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 3394 members 
Mstep: Class 13 contains 22690 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3645 members 
Mstep: Class 18 contains 3333 members 
Mstep: Class 19 contains 9951 members 
Mstep: Class 20 contains 96681 members 
Mstep: Class 21 contains 7667 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48983 members 
Mstep: Class 25 contains 38341 members 
Mstep: Class 26 contains 83897 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7725 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6898 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 91377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238496.000000 Penalty: 75375.343750
Iteration 228Q: 35 clusters Score -1.022385e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 80479 members 
Mstep: Class 3 contains 84509 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28751 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49219 members 
Mstep: Class 8 contains 93512 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13328 members 
Mstep: Class 11 contains 6850 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 13 contains 22520 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5190 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3646 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9956 members 
Mstep: Class 20 contains 96594 members 
Mstep: Class 21 contains 7677 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48942 members 
Mstep: Class 25 contains 38651 members 
Mstep: Class 26 contains 83920 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7723 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6902 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 91422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238400.000000 Penalty: 75375.343750
Iteration 229Q: 35 clusters Score -1.022384e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 80487 members 
Mstep: Class 3 contains 84469 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28726 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49202 members 
Mstep: Class 8 contains 93515 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13315 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 22336 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5190 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9959 members 
Mstep: Class 20 contains 96534 members 
Mstep: Class 21 contains 7679 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48910 members 
Mstep: Class 25 contains 38938 members 
Mstep: Class 26 contains 83915 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7714 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6909 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 91486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238400.000000 Penalty: 75375.343750
Iteration 230Q: 35 clusters Score -1.022384e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 80516 members 
Mstep: Class 3 contains 84439 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28709 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 49181 members 
Mstep: Class 8 contains 93556 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13314 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 22168 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5193 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 3328 members 
Mstep: Class 19 contains 9961 members 
Mstep: Class 20 contains 96465 members 
Mstep: Class 21 contains 7677 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48863 members 
Mstep: Class 25 contains 39198 members 
Mstep: Class 26 contains 83919 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7705 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6913 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 91522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238072.000000 Penalty: 75375.343750
Iteration 231Q: 35 clusters Score -1.022381e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 80573 members 
Mstep: Class 3 contains 84403 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28699 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 49165 members 
Mstep: Class 8 contains 93588 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13305 members 
Mstep: Class 11 contains 6858 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 22005 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5194 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 96384 members 
Mstep: Class 21 contains 7669 members 
Mstep: Class 22 contains 2910 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48833 members 
Mstep: Class 25 contains 39443 members 
Mstep: Class 26 contains 83889 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7696 members 
Mstep: Class 30 contains 2017 members 
Mstep: Class 31 contains 6915 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 91579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237816.000000 Penalty: 75375.343750
Iteration 232Q: 35 clusters Score -1.022378e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 80636 members 
Mstep: Class 3 contains 84361 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28697 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49152 members 
Mstep: Class 8 contains 93610 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13288 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 21864 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5195 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3641 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 96313 members 
Mstep: Class 21 contains 7663 members 
Mstep: Class 22 contains 2910 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48799 members 
Mstep: Class 25 contains 39688 members 
Mstep: Class 26 contains 83867 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7691 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6921 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 91610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237904.000000 Penalty: 75375.343750
Iteration 233Q: 35 clusters Score -1.022379e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 80671 members 
Mstep: Class 3 contains 84334 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28700 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49150 members 
Mstep: Class 8 contains 93611 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13281 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21691 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5195 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3641 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9958 members 
Mstep: Class 20 contains 96243 members 
Mstep: Class 21 contains 7659 members 
Mstep: Class 22 contains 2910 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48776 members 
Mstep: Class 25 contains 39935 members 
Mstep: Class 26 contains 83856 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7688 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6925 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 91647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237856.000000 Penalty: 75375.343750
Iteration 234Q: 35 clusters Score -1.022379e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 80712 members 
Mstep: Class 3 contains 84313 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28698 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49146 members 
Mstep: Class 8 contains 93596 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13274 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 21467 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5195 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9956 members 
Mstep: Class 20 contains 96187 members 
Mstep: Class 21 contains 7653 members 
Mstep: Class 22 contains 2910 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48758 members 
Mstep: Class 25 contains 40202 members 
Mstep: Class 26 contains 83857 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7688 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6925 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 91685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237872.000000 Penalty: 75375.343750
Iteration 235Q: 35 clusters Score -1.022379e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 80744 members 
Mstep: Class 3 contains 84310 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28692 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49144 members 
Mstep: Class 8 contains 93592 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13273 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 3374 members 
Mstep: Class 13 contains 21209 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5196 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9956 members 
Mstep: Class 20 contains 96131 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 2910 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48718 members 
Mstep: Class 25 contains 40471 members 
Mstep: Class 26 contains 83868 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7685 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6925 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 91752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237872.000000 Penalty: 75375.343750
Iteration 236Q: 35 clusters Score -1.022379e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 80798 members 
Mstep: Class 3 contains 84283 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28687 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49136 members 
Mstep: Class 8 contains 93577 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13274 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 20940 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5194 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 9957 members 
Mstep: Class 20 contains 96093 members 
Mstep: Class 21 contains 7640 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48692 members 
Mstep: Class 25 contains 40727 members 
Mstep: Class 26 contains 83903 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7683 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6926 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 91795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237744.000000 Penalty: 75375.343750
Iteration 237Q: 35 clusters Score -1.022377e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 80868 members 
Mstep: Class 3 contains 84230 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28677 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49126 members 
Mstep: Class 8 contains 93589 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13274 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 20680 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5193 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 9957 members 
Mstep: Class 20 contains 96069 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48657 members 
Mstep: Class 25 contains 40966 members 
Mstep: Class 26 contains 83919 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7684 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6927 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 91847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237776.000000 Penalty: 75375.343750
Iteration 238Q: 35 clusters Score -1.022378e+08 nChanged 959
Entering ConstructFrom: 
Score: -102237776.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (39484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Entering Unmasked Estep 
Score: -4792909.500000 Penalty: 1719.843262
	Iteration 0F: 2 clusters Score -4792910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -4766496.000000 Penalty: 3439.686523
	Iteration 0F: 3 clusters Score -4766496 nChanged 18314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -4776623.000000 Penalty: 3439.686523
	Iteration 1F: 3 clusters Score -4776623 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -4777117.500000 Penalty: 3439.686523
	Iteration 2Q: 3 clusters Score -4777118 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -4777776.500000 Penalty: 3439.686523
	Iteration 3Q: 3 clusters Score -4777776 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4778645.500000 Penalty: 3439.686523
	Iteration 4Q: 3 clusters Score -4778646 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -4779834.500000 Penalty: 3439.686523
	Iteration 5F: 3 clusters Score -4779834 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4781531.000000 Penalty: 3439.686523
	Iteration 6F: 3 clusters Score -4781531 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -4783764.500000 Penalty: 3439.686523
	Iteration 7F: 3 clusters Score -4783764 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4786170.000000 Penalty: 3439.686523
	Iteration 8F: 3 clusters Score -4786170 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4788153.000000 Penalty: 3439.686523
	Iteration 9F: 3 clusters Score -4788153 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -4789534.500000 Penalty: 3439.686523
	Iteration 10Q: 3 clusters Score -4789534 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -4790385.500000 Penalty: 3439.686523
	Iteration 11Q: 3 clusters Score -4790386 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -4790867.000000 Penalty: 3439.686523
	Iteration 12Q: 3 clusters Score -4790867 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -4791141.000000 Penalty: 3439.686523
	Iteration 13Q: 3 clusters Score -4791141 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -4791276.000000 Penalty: 3439.686523
	Iteration 14Q: 3 clusters Score -4791276 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4791391.500000 Penalty: 3439.686523
	Iteration 15Q: 3 clusters Score -4791392 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -4791512.500000 Penalty: 3439.686523
	Iteration 16Q: 3 clusters Score -4791512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -4791602.500000 Penalty: 3439.686523
	Iteration 17Q: 3 clusters Score -4791602 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4791663.500000 Penalty: 3439.686523
	Iteration 18Q: 3 clusters Score -4791664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -4791720.500000 Penalty: 3439.686523
	Iteration 19Q: 3 clusters Score -4791720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -4791772.000000 Penalty: 3439.686523
	Iteration 20F: 3 clusters Score -4791772 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -4791830.000000 Penalty: 3439.686523
	Iteration 21Q: 3 clusters Score -4791830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -4791864.000000 Penalty: 3439.686523
	Iteration 22Q: 3 clusters Score -4791864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -4791899.500000 Penalty: 3439.686523
	Iteration 23Q: 3 clusters Score -4791900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -4791925.500000 Penalty: 3439.686523
	Iteration 24Q: 3 clusters Score -4791926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -4791948.000000 Penalty: 3439.686523
	Iteration 25Q: 3 clusters Score -4791948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -4791961.000000 Penalty: 3439.686523
	Iteration 26Q: 3 clusters Score -4791961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -4791989.500000 Penalty: 3439.686523
	Iteration 27Q: 3 clusters Score -4791990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -4792016.000000 Penalty: 3439.686523
	Iteration 28Q: 3 clusters Score -4792016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -4792050.500000 Penalty: 3439.686523
	Iteration 29Q: 3 clusters Score -4792050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -4792078.500000 Penalty: 3439.686523
	Iteration 30Q: 3 clusters Score -4792078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -4792110.500000 Penalty: 3439.686523
	Iteration 31Q: 3 clusters Score -4792110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -4792150.500000 Penalty: 3439.686523
	Iteration 32Q: 3 clusters Score -4792150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -4792170.500000 Penalty: 3439.686523
	Iteration 33Q: 3 clusters Score -4792170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -4792191.000000 Penalty: 3439.686523
	Iteration 34Q: 3 clusters Score -4792191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -4792213.500000 Penalty: 3439.686523
	Iteration 35Q: 3 clusters Score -4792214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4792226.000000 Penalty: 3439.686523
	Iteration 36Q: 3 clusters Score -4792226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -4792243.500000 Penalty: 3439.686523
	Iteration 37Q: 3 clusters Score -4792244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -4792248.500000 Penalty: 3439.686523
	Iteration 38Q: 3 clusters Score -4792248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4792271.000000 Penalty: 3439.686523
	Iteration 39Q: 3 clusters Score -4792271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4792350.000000 Penalty: 3439.686523
	Iteration 40F: 3 clusters Score -4792350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -4792419.000000 Penalty: 3439.686523
	Iteration 41Q: 3 clusters Score -4792419 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -4792474.500000 Penalty: 3439.686523
	Iteration 42Q: 3 clusters Score -4792474 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -4792515.000000 Penalty: 3439.686523
	Iteration 43Q: 3 clusters Score -4792515 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4792567.000000 Penalty: 3439.686523
	Iteration 44Q: 3 clusters Score -4792567 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4792613.500000 Penalty: 3439.686523
	Iteration 45Q: 3 clusters Score -4792614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -4792646.500000 Penalty: 3439.686523
	Iteration 46Q: 3 clusters Score -4792646 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -4792679.500000 Penalty: 3439.686523
	Iteration 47Q: 3 clusters Score -4792680 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4792723.000000 Penalty: 3439.686523
	Iteration 48Q: 3 clusters Score -4792723 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -4792746.500000 Penalty: 3439.686523
	Iteration 49Q: 3 clusters Score -4792746 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4792793.500000 Penalty: 3439.686523
	Iteration 50Q: 3 clusters Score -4792794 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -4792821.500000 Penalty: 3439.686523
	Iteration 51Q: 3 clusters Score -4792822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -4792834.500000 Penalty: 3439.686523
	Iteration 52Q: 3 clusters Score -4792834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -4792846.500000 Penalty: 3439.686523
	Iteration 53Q: 3 clusters Score -4792846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -4792856.000000 Penalty: 3439.686523
	Iteration 54Q: 3 clusters Score -4792856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -4792862.500000 Penalty: 3439.686523
	Iteration 55Q: 3 clusters Score -4792862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -4792872.000000 Penalty: 3439.686523
	Iteration 56Q: 3 clusters Score -4792872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4792879.000000 Penalty: 3439.686523
	Iteration 57Q: 3 clusters Score -4792879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4792885.000000 Penalty: 3439.686523
	Iteration 58Q: 3 clusters Score -4792885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4792880.000000 Penalty: 3439.686523
	Iteration 59Q: 3 clusters Score -4792880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -4792910.500000 Penalty: 3439.686523
	Iteration 60F: 3 clusters Score -4792910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -4792927.500000 Penalty: 3439.686523
	Iteration 61Q: 3 clusters Score -4792928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -4792938.500000 Penalty: 3439.686523
	Iteration 62Q: 3 clusters Score -4792938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4792938.000000 Penalty: 3439.686523
	Iteration 63Q: 3 clusters Score -4792938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -4792932.500000 Penalty: 3439.686523
	Iteration 64Q: 3 clusters Score -4792932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4792937.500000 Penalty: 3439.686523
	Iteration 65Q: 3 clusters Score -4792938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -4792951.000000 Penalty: 3439.686523
	Iteration 66Q: 3 clusters Score -4792951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -4792966.000000 Penalty: 3439.686523
	Iteration 67Q: 3 clusters Score -4792966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4792960.000000 Penalty: 3439.686523
	Iteration 68Q: 3 clusters Score -4792960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4792958.000000 Penalty: 3439.686523
	Iteration 69Q: 3 clusters Score -4792958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4792955.500000 Penalty: 3439.686523
	Iteration 70Q: 3 clusters Score -4792956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4792955.500000 Penalty: 3439.686523
	Iteration 71Q: 3 clusters Score -4792956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -4792963.000000 Penalty: 3439.686523
	Iteration 72Q: 3 clusters Score -4792963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4792968.000000 Penalty: 3439.686523
	Iteration 73Q: 3 clusters Score -4792968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4792969.500000 Penalty: 3439.686523
	Iteration 74Q: 3 clusters Score -4792970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4792979.000000 Penalty: 3439.686523
	Iteration 75Q: 3 clusters Score -4792979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -4792980.500000 Penalty: 3439.686523
	Iteration 76Q: 3 clusters Score -4792980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -4792979.500000 Penalty: 3439.686523
	Iteration 77Q: 3 clusters Score -4792980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4792975.500000 Penalty: 3439.686523
	Iteration 78Q: 3 clusters Score -4792976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4792977.500000 Penalty: 3439.686523
	Iteration 79Q: 3 clusters Score -4792978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4792978.000000 Penalty: 3439.686523
	Iteration 80F: 3 clusters Score -4792978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -4792974.500000 Penalty: 3439.686523
	Iteration 81Q: 3 clusters Score -4792974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4792980.000000 Penalty: 3439.686523
	Iteration 82Q: 3 clusters Score -4792980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -4792978.500000 Penalty: 3439.686523
	Iteration 83Q: 3 clusters Score -4792978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4792971.500000 Penalty: 3439.686523
	Iteration 84Q: 3 clusters Score -4792972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -4792978.500000 Penalty: 3439.686523
	Iteration 85Q: 3 clusters Score -4792978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4792983.000000 Penalty: 3439.686523
	Iteration 86Q: 3 clusters Score -4792983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4792981.500000 Penalty: 3439.686523
	Iteration 87Q: 3 clusters Score -4792982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4792975.500000 Penalty: 3439.686523
	Iteration 88Q: 3 clusters Score -4792976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4792975.500000 Penalty: 3439.686523
	Iteration 89F: 3 clusters Score -4792976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 80914 members 
Mstep: Class 3 contains 84216 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28669 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49119 members 
Mstep: Class 8 contains 93607 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 20399 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 9961 members 
Mstep: Class 20 contains 96042 members 
Mstep: Class 21 contains 7631 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48629 members 
Mstep: Class 25 contains 41185 members 
Mstep: Class 26 contains 83938 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7682 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6927 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 91904 members 
Mstep: Class 35 contains 36118 members 
Entering Unmasked Estep 
Score: -102237664.000000 Penalty: 77592.265625
Splitting cluster 1 changes total score from -102237776.000000 to -102237664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (80914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Entering Unmasked Estep 
Score: -10114479.000000 Penalty: 1836.435547
	Iteration 0F: 2 clusters Score -1.011448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -10061206.000000 Penalty: 3672.871094
	Iteration 0F: 3 clusters Score -1.006121e+07 nChanged 38802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -10083304.000000 Penalty: 3672.871094
	Iteration 1F: 3 clusters Score -1.00833e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -10083861.000000 Penalty: 3672.871094
	Iteration 2Q: 3 clusters Score -1.008386e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -10084391.000000 Penalty: 3672.871094
	Iteration 3Q: 3 clusters Score -1.008439e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -10084975.000000 Penalty: 3672.871094
	Iteration 4Q: 3 clusters Score -1.008498e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -10085731.000000 Penalty: 3672.871094
	Iteration 5Q: 3 clusters Score -1.008573e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -10087000.000000 Penalty: 3672.871094
	Iteration 6Q: 3 clusters Score -1.0087e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -10089014.000000 Penalty: 3672.871094
	Iteration 7Q: 3 clusters Score -1.008901e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -10092066.000000 Penalty: 3672.871094
	Iteration 8F: 3 clusters Score -1.009207e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -10096053.000000 Penalty: 3672.871094
	Iteration 9F: 3 clusters Score -1.009605e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -10099538.000000 Penalty: 3672.871094
	Iteration 10F: 3 clusters Score -1.009954e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -10101512.000000 Penalty: 3672.871094
	Iteration 11Q: 3 clusters Score -1.010151e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -10102183.000000 Penalty: 3672.871094
	Iteration 12Q: 3 clusters Score -1.010218e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -10102650.000000 Penalty: 3672.871094
	Iteration 13Q: 3 clusters Score -1.010265e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -10102947.000000 Penalty: 3672.871094
	Iteration 14Q: 3 clusters Score -1.010295e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -10103256.000000 Penalty: 3672.871094
	Iteration 15Q: 3 clusters Score -1.010326e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -10103585.000000 Penalty: 3672.871094
	Iteration 16Q: 3 clusters Score -1.010358e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -10103871.000000 Penalty: 3672.871094
	Iteration 17Q: 3 clusters Score -1.010387e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -10104154.000000 Penalty: 3672.871094
	Iteration 18Q: 3 clusters Score -1.010415e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -10104395.000000 Penalty: 3672.871094
	Iteration 19Q: 3 clusters Score -1.01044e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -10104581.000000 Penalty: 3672.871094
	Iteration 20F: 3 clusters Score -1.010458e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -10104774.000000 Penalty: 3672.871094
	Iteration 21Q: 3 clusters Score -1.010477e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -10104937.000000 Penalty: 3672.871094
	Iteration 22Q: 3 clusters Score -1.010494e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -10105154.000000 Penalty: 3672.871094
	Iteration 23Q: 3 clusters Score -1.010515e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -10105317.000000 Penalty: 3672.871094
	Iteration 24Q: 3 clusters Score -1.010532e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -10105507.000000 Penalty: 3672.871094
	Iteration 25Q: 3 clusters Score -1.010551e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -10105681.000000 Penalty: 3672.871094
	Iteration 26Q: 3 clusters Score -1.010568e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -10105828.000000 Penalty: 3672.871094
	Iteration 27Q: 3 clusters Score -1.010583e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -10105959.000000 Penalty: 3672.871094
	Iteration 28Q: 3 clusters Score -1.010596e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -10106097.000000 Penalty: 3672.871094
	Iteration 29Q: 3 clusters Score -1.01061e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -10106265.000000 Penalty: 3672.871094
	Iteration 30Q: 3 clusters Score -1.010626e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -10106392.000000 Penalty: 3672.871094
	Iteration 31Q: 3 clusters Score -1.010639e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -10106522.000000 Penalty: 3672.871094
	Iteration 32Q: 3 clusters Score -1.010652e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -10106645.000000 Penalty: 3672.871094
	Iteration 33Q: 3 clusters Score -1.010664e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -10106799.000000 Penalty: 3672.871094
	Iteration 34Q: 3 clusters Score -1.01068e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -10106940.000000 Penalty: 3672.871094
	Iteration 35Q: 3 clusters Score -1.010694e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -10107174.000000 Penalty: 3672.871094
	Iteration 36Q: 3 clusters Score -1.010717e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -10107376.000000 Penalty: 3672.871094
	Iteration 37Q: 3 clusters Score -1.010738e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -10107643.000000 Penalty: 3672.871094
	Iteration 38Q: 3 clusters Score -1.010764e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -10107910.000000 Penalty: 3672.871094
	Iteration 39Q: 3 clusters Score -1.010791e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -10108241.000000 Penalty: 3672.871094
	Iteration 40F: 3 clusters Score -1.010824e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -10108600.000000 Penalty: 3672.871094
	Iteration 41Q: 3 clusters Score -1.01086e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -10108908.000000 Penalty: 3672.871094
	Iteration 42Q: 3 clusters Score -1.010891e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -10109227.000000 Penalty: 3672.871094
	Iteration 43Q: 3 clusters Score -1.010923e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -10109536.000000 Penalty: 3672.871094
	Iteration 44Q: 3 clusters Score -1.010954e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -10109819.000000 Penalty: 3672.871094
	Iteration 45Q: 3 clusters Score -1.010982e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -10110178.000000 Penalty: 3672.871094
	Iteration 46Q: 3 clusters Score -1.011018e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -10110445.000000 Penalty: 3672.871094
	Iteration 47Q: 3 clusters Score -1.011044e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 74603 members 
Entering Unmasked Estep 
Score: -10110777.000000 Penalty: 3672.871094
	Iteration 48Q: 3 clusters Score -1.011078e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -10111088.000000 Penalty: 3672.871094
	Iteration 49Q: 3 clusters Score -1.011109e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -10111375.000000 Penalty: 3672.871094
	Iteration 50Q: 3 clusters Score -1.011138e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -10111592.000000 Penalty: 3672.871094
	Iteration 51Q: 3 clusters Score -1.011159e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -10111798.000000 Penalty: 3672.871094
	Iteration 52Q: 3 clusters Score -1.01118e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -10111961.000000 Penalty: 3672.871094
	Iteration 53Q: 3 clusters Score -1.011196e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -10112121.000000 Penalty: 3672.871094
	Iteration 54Q: 3 clusters Score -1.011212e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -10112274.000000 Penalty: 3672.871094
	Iteration 55Q: 3 clusters Score -1.011227e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 78156 members 
Entering Unmasked Estep 
Score: -10112377.000000 Penalty: 3672.871094
	Iteration 56Q: 3 clusters Score -1.011238e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -10112474.000000 Penalty: 3672.871094
	Iteration 57Q: 3 clusters Score -1.011247e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -10112519.000000 Penalty: 3672.871094
	Iteration 58Q: 3 clusters Score -1.011252e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 78685 members 
Entering Unmasked Estep 
Score: -10112585.000000 Penalty: 3672.871094
	Iteration 59Q: 3 clusters Score -1.011258e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -10112622.000000 Penalty: 3672.871094
	Iteration 60F: 3 clusters Score -1.011262e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -10112685.000000 Penalty: 3672.871094
	Iteration 61Q: 3 clusters Score -1.011268e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 78984 members 
Entering Unmasked Estep 
Score: -10112718.000000 Penalty: 3672.871094
	Iteration 62Q: 3 clusters Score -1.011272e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -10112747.000000 Penalty: 3672.871094
	Iteration 63Q: 3 clusters Score -1.011275e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -10112759.000000 Penalty: 3672.871094
	Iteration 64Q: 3 clusters Score -1.011276e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -10112789.000000 Penalty: 3672.871094
	Iteration 65Q: 3 clusters Score -1.011279e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -10112806.000000 Penalty: 3672.871094
	Iteration 66Q: 3 clusters Score -1.011281e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -10112822.000000 Penalty: 3672.871094
	Iteration 67Q: 3 clusters Score -1.011282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -10112820.000000 Penalty: 3672.871094
	Iteration 68Q: 3 clusters Score -1.011282e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -10112842.000000 Penalty: 3672.871094
	Iteration 69Q: 3 clusters Score -1.011284e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -10112865.000000 Penalty: 3672.871094
	Iteration 70Q: 3 clusters Score -1.011286e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -10112875.000000 Penalty: 3672.871094
	Iteration 71Q: 3 clusters Score -1.011288e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -10112893.000000 Penalty: 3672.871094
	Iteration 72Q: 3 clusters Score -1.011289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 79422 members 
Entering Unmasked Estep 
Score: -10112894.000000 Penalty: 3672.871094
	Iteration 73Q: 3 clusters Score -1.011289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -10112903.000000 Penalty: 3672.871094
	Iteration 74Q: 3 clusters Score -1.01129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -10112912.000000 Penalty: 3672.871094
	Iteration 75Q: 3 clusters Score -1.011291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -10112923.000000 Penalty: 3672.871094
	Iteration 76Q: 3 clusters Score -1.011292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -10112935.000000 Penalty: 3672.871094
	Iteration 77Q: 3 clusters Score -1.011294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -10112933.000000 Penalty: 3672.871094
	Iteration 78Q: 3 clusters Score -1.011293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -10112919.000000 Penalty: 3672.871094
	Iteration 79Q: 3 clusters Score -1.011292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 79515 members 
Entering Unmasked Estep 
Score: -10112923.000000 Penalty: 3672.871094
	Iteration 80F: 3 clusters Score -1.011292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -10112921.000000 Penalty: 3672.871094
	Iteration 81Q: 3 clusters Score -1.011292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -10112918.000000 Penalty: 3672.871094
	Iteration 82Q: 3 clusters Score -1.011292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -10112927.000000 Penalty: 3672.871094
	Iteration 83Q: 3 clusters Score -1.011293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
Score: -10112923.000000 Penalty: 3672.871094
	Iteration 84Q: 3 clusters Score -1.011292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
Score: -10112930.000000 Penalty: 3672.871094
	Iteration 85Q: 3 clusters Score -1.011293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -10112930.000000 Penalty: 3672.871094
	Iteration 86Q: 3 clusters Score -1.011293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -10112941.000000 Penalty: 3672.871094
	Iteration 87Q: 3 clusters Score -1.011294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
Score: -10112942.000000 Penalty: 3672.871094
	Iteration 88Q: 3 clusters Score -1.011294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -10112944.000000 Penalty: 3672.871094
	Iteration 89Q: 3 clusters Score -1.011294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -10112944.000000 Penalty: 3672.871094
	Iteration 90Q: 3 clusters Score -1.011294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -10112941.000000 Penalty: 3672.871094
	Iteration 91Q: 3 clusters Score -1.011294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -10112943.000000 Penalty: 3672.871094
	Iteration 92Q: 3 clusters Score -1.011294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -10112934.000000 Penalty: 3672.871094
	Iteration 93Q: 3 clusters Score -1.011293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -10112937.000000 Penalty: 3672.871094
	Iteration 94Q: 3 clusters Score -1.011294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -10112944.000000 Penalty: 3672.871094
	Iteration 95Q: 3 clusters Score -1.011294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -10112942.000000 Penalty: 3672.871094
	Iteration 96Q: 3 clusters Score -1.011294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -10112945.000000 Penalty: 3672.871094
	Iteration 97Q: 3 clusters Score -1.011294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -10112947.000000 Penalty: 3672.871094
	Iteration 98Q: 3 clusters Score -1.011295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -10112945.000000 Penalty: 3672.871094
	Iteration 99Q: 3 clusters Score -1.011294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -10112952.000000 Penalty: 3672.871094
	Iteration 100F: 3 clusters Score -1.011295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -10112947.000000 Penalty: 3672.871094
	Iteration 101Q: 3 clusters Score -1.011295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -10112955.000000 Penalty: 3672.871094
	Iteration 102Q: 3 clusters Score -1.011296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -10112957.000000 Penalty: 3672.871094
	Iteration 103Q: 3 clusters Score -1.011296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -10112958.000000 Penalty: 3672.871094
	Iteration 104Q: 3 clusters Score -1.011296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 79618 members 
Entering Unmasked Estep 
Score: -10112961.000000 Penalty: 3672.871094
	Iteration 105Q: 3 clusters Score -1.011296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -10112963.000000 Penalty: 3672.871094
	Iteration 106Q: 3 clusters Score -1.011296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 79618 members 
Entering Unmasked Estep 
Score: -10112967.000000 Penalty: 3672.871094
	Iteration 107Q: 3 clusters Score -1.011297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -10112957.000000 Penalty: 3672.871094
	Iteration 108Q: 3 clusters Score -1.011296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -10112957.000000 Penalty: 3672.871094
	Iteration 109F: 3 clusters Score -1.011296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Entering Unmasked Estep 
Score: -10546122.000000 Penalty: 1842.935181
	Iteration 0F: 2 clusters Score -1.054612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -10492043.000000 Penalty: 3685.870361
	Iteration 0F: 3 clusters Score -1.049204e+07 nChanged 40071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -10514660.000000 Penalty: 3685.870361
	Iteration 1F: 3 clusters Score -1.051466e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -10515228.000000 Penalty: 3685.870361
	Iteration 2Q: 3 clusters Score -1.051523e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -10516090.000000 Penalty: 3685.870361
	Iteration 3Q: 3 clusters Score -1.051609e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -10517328.000000 Penalty: 3685.870361
	Iteration 4Q: 3 clusters Score -1.051733e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -10519690.000000 Penalty: 3685.870361
	Iteration 5Q: 3 clusters Score -1.051969e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -10523540.000000 Penalty: 3685.870361
	Iteration 6F: 3 clusters Score -1.052354e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -10528400.000000 Penalty: 3685.870361
	Iteration 7F: 3 clusters Score -1.05284e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -10532984.000000 Penalty: 3685.870361
	Iteration 8F: 3 clusters Score -1.053298e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -10536083.000000 Penalty: 3685.870361
	Iteration 9F: 3 clusters Score -1.053608e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -10537870.000000 Penalty: 3685.870361
	Iteration 10Q: 3 clusters Score -1.053787e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -10538766.000000 Penalty: 3685.870361
	Iteration 11Q: 3 clusters Score -1.053877e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -10539525.000000 Penalty: 3685.870361
	Iteration 12Q: 3 clusters Score -1.053952e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 72548 members 
Entering Unmasked Estep 
Score: -10540070.000000 Penalty: 3685.870361
	Iteration 13Q: 3 clusters Score -1.054007e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -10540581.000000 Penalty: 3685.870361
	Iteration 14Q: 3 clusters Score -1.054058e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -10541143.000000 Penalty: 3685.870361
	Iteration 15Q: 3 clusters Score -1.054114e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -10541723.000000 Penalty: 3685.870361
	Iteration 16Q: 3 clusters Score -1.054172e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -10542215.000000 Penalty: 3685.870361
	Iteration 17Q: 3 clusters Score -1.054222e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 77732 members 
Entering Unmasked Estep 
Score: -10542597.000000 Penalty: 3685.870361
	Iteration 18Q: 3 clusters Score -1.05426e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -10542960.000000 Penalty: 3685.870361
	Iteration 19Q: 3 clusters Score -1.054296e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -10543232.000000 Penalty: 3685.870361
	Iteration 20F: 3 clusters Score -1.054323e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -10543499.000000 Penalty: 3685.870361
	Iteration 21Q: 3 clusters Score -1.05435e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -10543797.000000 Penalty: 3685.870361
	Iteration 22Q: 3 clusters Score -1.05438e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -10544067.000000 Penalty: 3685.870361
	Iteration 23Q: 3 clusters Score -1.054407e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10544247.000000 Penalty: 3685.870361
	Iteration 24Q: 3 clusters Score -1.054425e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
Score: -10544409.000000 Penalty: 3685.870361
	Iteration 25Q: 3 clusters Score -1.054441e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -10544520.000000 Penalty: 3685.870361
	Iteration 26Q: 3 clusters Score -1.054452e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -10544574.000000 Penalty: 3685.870361
	Iteration 27Q: 3 clusters Score -1.054457e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 82133 members 
Entering Unmasked Estep 
Score: -10544638.000000 Penalty: 3685.870361
	Iteration 28Q: 3 clusters Score -1.054464e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -10544686.000000 Penalty: 3685.870361
	Iteration 29Q: 3 clusters Score -1.054469e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -10544712.000000 Penalty: 3685.870361
	Iteration 30Q: 3 clusters Score -1.054471e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -10544765.000000 Penalty: 3685.870361
	Iteration 31Q: 3 clusters Score -1.054476e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -10544816.000000 Penalty: 3685.870361
	Iteration 32Q: 3 clusters Score -1.054482e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
Score: -10544802.000000 Penalty: 3685.870361
	Iteration 33Q: 3 clusters Score -1.05448e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
Score: -10544806.000000 Penalty: 3685.870361
	Iteration 34Q: 3 clusters Score -1.054481e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 82943 members 
Entering Unmasked Estep 
Score: -10544824.000000 Penalty: 3685.870361
	Iteration 35Q: 3 clusters Score -1.054482e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -10544835.000000 Penalty: 3685.870361
	Iteration 36Q: 3 clusters Score -1.054484e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 83018 members 
Entering Unmasked Estep 
Score: -10544843.000000 Penalty: 3685.870361
	Iteration 37Q: 3 clusters Score -1.054484e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -10544855.000000 Penalty: 3685.870361
	Iteration 38Q: 3 clusters Score -1.054486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -10544844.000000 Penalty: 3685.870361
	Iteration 39Q: 3 clusters Score -1.054484e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -10544866.000000 Penalty: 3685.870361
	Iteration 40F: 3 clusters Score -1.054487e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -10544853.000000 Penalty: 3685.870361
	Iteration 41Q: 3 clusters Score -1.054485e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -10544875.000000 Penalty: 3685.870361
	Iteration 42Q: 3 clusters Score -1.054488e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -10544889.000000 Penalty: 3685.870361
	Iteration 43Q: 3 clusters Score -1.054489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -10544896.000000 Penalty: 3685.870361
	Iteration 44Q: 3 clusters Score -1.05449e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -10544884.000000 Penalty: 3685.870361
	Iteration 45Q: 3 clusters Score -1.054488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -10544899.000000 Penalty: 3685.870361
	Iteration 46Q: 3 clusters Score -1.05449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -10544896.000000 Penalty: 3685.870361
	Iteration 47Q: 3 clusters Score -1.05449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -10544897.000000 Penalty: 3685.870361
	Iteration 48Q: 3 clusters Score -1.05449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 83347 members 
Entering Unmasked Estep 
Score: -10544898.000000 Penalty: 3685.870361
	Iteration 49Q: 3 clusters Score -1.05449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -10544889.000000 Penalty: 3685.870361
	Iteration 50Q: 3 clusters Score -1.054489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -10544896.000000 Penalty: 3685.870361
	Iteration 51Q: 3 clusters Score -1.05449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -10544897.000000 Penalty: 3685.870361
	Iteration 52Q: 3 clusters Score -1.05449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -10544900.000000 Penalty: 3685.870361
	Iteration 53Q: 3 clusters Score -1.05449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -10544906.000000 Penalty: 3685.870361
	Iteration 54Q: 3 clusters Score -1.054491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -10544901.000000 Penalty: 3685.870361
	Iteration 55Q: 3 clusters Score -1.05449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -10544901.000000 Penalty: 3685.870361
	Iteration 56F: 3 clusters Score -1.05449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -239897.718750 Penalty: 1241.910156
	Iteration 0F: 2 clusters Score -239897.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -237779.593750 Penalty: 2483.820312
	Iteration 0F: 3 clusters Score -237779.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -238336.078125 Penalty: 2483.820312
	Iteration 1F: 3 clusters Score -238336.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -238527.437500 Penalty: 2483.820312
	Iteration 2F: 3 clusters Score -238527.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -238668.671875 Penalty: 2483.820312
	Iteration 3F: 3 clusters Score -238668.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -238794.328125 Penalty: 2483.820312
	Iteration 4F: 3 clusters Score -238794.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -238898.765625 Penalty: 2483.820312
	Iteration 5Q: 3 clusters Score -238898.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -238978.531250 Penalty: 2483.820312
	Iteration 6Q: 3 clusters Score -238978.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -239029.031250 Penalty: 2483.820312
	Iteration 7Q: 3 clusters Score -239029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -239075.046875 Penalty: 2483.820312
	Iteration 8Q: 3 clusters Score -239075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -239110.656250 Penalty: 2483.820312
	Iteration 9Q: 3 clusters Score -239110.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -239132.750000 Penalty: 2483.820312
	Iteration 10Q: 3 clusters Score -239132.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -239158.093750 Penalty: 2483.820312
	Iteration 11Q: 3 clusters Score -239158.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -239176.468750 Penalty: 2483.820312
	Iteration 12Q: 3 clusters Score -239176.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -239186.984375 Penalty: 2483.820312
	Iteration 13Q: 3 clusters Score -239187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -239196.265625 Penalty: 2483.820312
	Iteration 14Q: 3 clusters Score -239196.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -239205.312500 Penalty: 2483.820312
	Iteration 15Q: 3 clusters Score -239205.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -239211.734375 Penalty: 2483.820312
	Iteration 16Q: 3 clusters Score -239211.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -239221.125000 Penalty: 2483.820312
	Iteration 17Q: 3 clusters Score -239221.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -239230.187500 Penalty: 2483.820312
	Iteration 18Q: 3 clusters Score -239230.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -239241.812500 Penalty: 2483.820312
	Iteration 19Q: 3 clusters Score -239241.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -239254.546875 Penalty: 2483.820312
	Iteration 20F: 3 clusters Score -239254.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -239272.140625 Penalty: 2483.820312
	Iteration 21Q: 3 clusters Score -239272.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -239280.578125 Penalty: 2483.820312
	Iteration 22Q: 3 clusters Score -239280.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -239285.765625 Penalty: 2483.820312
	Iteration 23Q: 3 clusters Score -239285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -239287.984375 Penalty: 2483.820312
	Iteration 24Q: 3 clusters Score -239288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -239288.906250 Penalty: 2483.820312
	Iteration 25Q: 3 clusters Score -239288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -239290.218750 Penalty: 2483.820312
	Iteration 26Q: 3 clusters Score -239290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -239291.187500 Penalty: 2483.820312
	Iteration 27Q: 3 clusters Score -239291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -239292.593750 Penalty: 2483.820312
	Iteration 28Q: 3 clusters Score -239292.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -239293.390625 Penalty: 2483.820312
	Iteration 29Q: 3 clusters Score -239293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -239294.750000 Penalty: 2483.820312
	Iteration 30Q: 3 clusters Score -239294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -239295.140625 Penalty: 2483.820312
	Iteration 31Q: 3 clusters Score -239295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -239295.640625 Penalty: 2483.820312
	Iteration 32Q: 3 clusters Score -239295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -239295.984375 Penalty: 2483.820312
	Iteration 33Q: 3 clusters Score -239296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -239295.984375 Penalty: 2483.820312
	Iteration 34F: 3 clusters Score -239296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Entering Unmasked Estep 
Score: -3545350.250000 Penalty: 1667.830444
	Iteration 0F: 2 clusters Score -3545350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3526008.250000 Penalty: 3335.660889
	Iteration 0F: 3 clusters Score -3526008 nChanged 13140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3533359.000000 Penalty: 3335.660889
	Iteration 1F: 3 clusters Score -3533359 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3533711.500000 Penalty: 3335.660889
	Iteration 2Q: 3 clusters Score -3533712 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3534071.750000 Penalty: 3335.660889
	Iteration 3Q: 3 clusters Score -3534072 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3534517.250000 Penalty: 3335.660889
	Iteration 4Q: 3 clusters Score -3534517 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3535118.250000 Penalty: 3335.660889
	Iteration 5Q: 3 clusters Score -3535118 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3536011.250000 Penalty: 3335.660889
	Iteration 6F: 3 clusters Score -3536011 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3537302.250000 Penalty: 3335.660889
	Iteration 7F: 3 clusters Score -3537302 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3538781.500000 Penalty: 3335.660889
	Iteration 8F: 3 clusters Score -3538782 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3540066.000000 Penalty: 3335.660889
	Iteration 9F: 3 clusters Score -3540066 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3540992.250000 Penalty: 3335.660889
	Iteration 10Q: 3 clusters Score -3540992 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3541542.750000 Penalty: 3335.660889
	Iteration 11Q: 3 clusters Score -3541543 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3541848.500000 Penalty: 3335.660889
	Iteration 12Q: 3 clusters Score -3541848 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3542029.000000 Penalty: 3335.660889
	Iteration 13Q: 3 clusters Score -3542029 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3542158.750000 Penalty: 3335.660889
	Iteration 14Q: 3 clusters Score -3542159 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3542309.000000 Penalty: 3335.660889
	Iteration 15Q: 3 clusters Score -3542309 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3542413.000000 Penalty: 3335.660889
	Iteration 16Q: 3 clusters Score -3542413 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3542503.000000 Penalty: 3335.660889
	Iteration 17Q: 3 clusters Score -3542503 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3542584.250000 Penalty: 3335.660889
	Iteration 18Q: 3 clusters Score -3542584 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3542678.000000 Penalty: 3335.660889
	Iteration 19Q: 3 clusters Score -3542678 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3542747.250000 Penalty: 3335.660889
	Iteration 20F: 3 clusters Score -3542747 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3542826.750000 Penalty: 3335.660889
	Iteration 21Q: 3 clusters Score -3542827 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3542884.500000 Penalty: 3335.660889
	Iteration 22Q: 3 clusters Score -3542884 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3542943.250000 Penalty: 3335.660889
	Iteration 23Q: 3 clusters Score -3542943 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3543005.750000 Penalty: 3335.660889
	Iteration 24Q: 3 clusters Score -3543006 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3543089.500000 Penalty: 3335.660889
	Iteration 25Q: 3 clusters Score -3543090 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3543176.000000 Penalty: 3335.660889
	Iteration 26Q: 3 clusters Score -3543176 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3543260.250000 Penalty: 3335.660889
	Iteration 27Q: 3 clusters Score -3543260 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3543339.500000 Penalty: 3335.660889
	Iteration 28Q: 3 clusters Score -3543340 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -3543416.000000 Penalty: 3335.660889
	Iteration 29Q: 3 clusters Score -3543416 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3543492.750000 Penalty: 3335.660889
	Iteration 30Q: 3 clusters Score -3543493 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3543563.750000 Penalty: 3335.660889
	Iteration 31Q: 3 clusters Score -3543564 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3543634.750000 Penalty: 3335.660889
	Iteration 32Q: 3 clusters Score -3543635 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3543680.250000 Penalty: 3335.660889
	Iteration 33Q: 3 clusters Score -3543680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3543728.500000 Penalty: 3335.660889
	Iteration 34Q: 3 clusters Score -3543728 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3543775.250000 Penalty: 3335.660889
	Iteration 35Q: 3 clusters Score -3543775 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3543830.000000 Penalty: 3335.660889
	Iteration 36Q: 3 clusters Score -3543830 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3543898.000000 Penalty: 3335.660889
	Iteration 37Q: 3 clusters Score -3543898 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3543941.500000 Penalty: 3335.660889
	Iteration 38Q: 3 clusters Score -3543942 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3543986.750000 Penalty: 3335.660889
	Iteration 39Q: 3 clusters Score -3543987 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3544014.000000 Penalty: 3335.660889
	Iteration 40F: 3 clusters Score -3544014 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3544046.500000 Penalty: 3335.660889
	Iteration 41Q: 3 clusters Score -3544046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3544068.000000 Penalty: 3335.660889
	Iteration 42Q: 3 clusters Score -3544068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3544091.250000 Penalty: 3335.660889
	Iteration 43Q: 3 clusters Score -3544091 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3544119.500000 Penalty: 3335.660889
	Iteration 44Q: 3 clusters Score -3544120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3544133.250000 Penalty: 3335.660889
	Iteration 45Q: 3 clusters Score -3544133 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3544147.500000 Penalty: 3335.660889
	Iteration 46Q: 3 clusters Score -3544148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3544159.250000 Penalty: 3335.660889
	Iteration 47Q: 3 clusters Score -3544159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3544188.750000 Penalty: 3335.660889
	Iteration 48Q: 3 clusters Score -3544189 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3544205.750000 Penalty: 3335.660889
	Iteration 49Q: 3 clusters Score -3544206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3544226.000000 Penalty: 3335.660889
	Iteration 50Q: 3 clusters Score -3544226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3544244.500000 Penalty: 3335.660889
	Iteration 51Q: 3 clusters Score -3544244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3544267.250000 Penalty: 3335.660889
	Iteration 52Q: 3 clusters Score -3544267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3544283.500000 Penalty: 3335.660889
	Iteration 53Q: 3 clusters Score -3544284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3544288.750000 Penalty: 3335.660889
	Iteration 54Q: 3 clusters Score -3544289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3544294.750000 Penalty: 3335.660889
	Iteration 55Q: 3 clusters Score -3544295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3544299.750000 Penalty: 3335.660889
	Iteration 56Q: 3 clusters Score -3544300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3544304.250000 Penalty: 3335.660889
	Iteration 57Q: 3 clusters Score -3544304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3544310.250000 Penalty: 3335.660889
	Iteration 58Q: 3 clusters Score -3544310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3544310.250000 Penalty: 3335.660889
	Iteration 59Q: 3 clusters Score -3544310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3544311.500000 Penalty: 3335.660889
	Iteration 60F: 3 clusters Score -3544312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3544312.750000 Penalty: 3335.660889
	Iteration 61Q: 3 clusters Score -3544313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3544318.750000 Penalty: 3335.660889
	Iteration 62Q: 3 clusters Score -3544319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3544317.250000 Penalty: 3335.660889
	Iteration 63Q: 3 clusters Score -3544317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3544315.750000 Penalty: 3335.660889
	Iteration 64Q: 3 clusters Score -3544316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3544317.500000 Penalty: 3335.660889
	Iteration 65Q: 3 clusters Score -3544318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3544320.750000 Penalty: 3335.660889
	Iteration 66Q: 3 clusters Score -3544321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3544321.750000 Penalty: 3335.660889
	Iteration 67Q: 3 clusters Score -3544322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3544322.750000 Penalty: 3335.660889
	Iteration 68Q: 3 clusters Score -3544323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -3544325.750000 Penalty: 3335.660889
	Iteration 69Q: 3 clusters Score -3544326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3544330.250000 Penalty: 3335.660889
	Iteration 70Q: 3 clusters Score -3544330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3544335.250000 Penalty: 3335.660889
	Iteration 71Q: 3 clusters Score -3544335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3544333.750000 Penalty: 3335.660889
	Iteration 72Q: 3 clusters Score -3544334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3544333.000000 Penalty: 3335.660889
	Iteration 73Q: 3 clusters Score -3544333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3544334.500000 Penalty: 3335.660889
	Iteration 74Q: 3 clusters Score -3544334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3544332.000000 Penalty: 3335.660889
	Iteration 75Q: 3 clusters Score -3544332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3544332.000000 Penalty: 3335.660889
	Iteration 76F: 3 clusters Score -3544332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -323937.468750 Penalty: 1287.896851
	Iteration 0F: 2 clusters Score -323937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -321408.531250 Penalty: 2575.793701
	Iteration 0F: 3 clusters Score -321408.5 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -322109.593750 Penalty: 2575.793701
	Iteration 1F: 3 clusters Score -322109.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -322291.031250 Penalty: 2575.793701
	Iteration 2F: 3 clusters Score -322291 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -322426.375000 Penalty: 2575.793701
	Iteration 3F: 3 clusters Score -322426.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -322547.937500 Penalty: 2575.793701
	Iteration 4F: 3 clusters Score -322547.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -322676.500000 Penalty: 2575.793701
	Iteration 5F: 3 clusters Score -322676.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -322842.375000 Penalty: 2575.793701
	Iteration 6Q: 3 clusters Score -322842.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -323039.812500 Penalty: 2575.793701
	Iteration 7F: 3 clusters Score -323039.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -323205.437500 Penalty: 2575.793701
	Iteration 8Q: 3 clusters Score -323205.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -323332.781250 Penalty: 2575.793701
	Iteration 9Q: 3 clusters Score -323332.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -323417.687500 Penalty: 2575.793701
	Iteration 10Q: 3 clusters Score -323417.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -323458.500000 Penalty: 2575.793701
	Iteration 11Q: 3 clusters Score -323458.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -323485.343750 Penalty: 2575.793701
	Iteration 12Q: 3 clusters Score -323485.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -323504.781250 Penalty: 2575.793701
	Iteration 13Q: 3 clusters Score -323504.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -323519.656250 Penalty: 2575.793701
	Iteration 14Q: 3 clusters Score -323519.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -323536.812500 Penalty: 2575.793701
	Iteration 15Q: 3 clusters Score -323536.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -323544.187500 Penalty: 2575.793701
	Iteration 16Q: 3 clusters Score -323544.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -323550.250000 Penalty: 2575.793701
	Iteration 17Q: 3 clusters Score -323550.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -323553.375000 Penalty: 2575.793701
	Iteration 18Q: 3 clusters Score -323553.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -323555.843750 Penalty: 2575.793701
	Iteration 19Q: 3 clusters Score -323555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -323556.187500 Penalty: 2575.793701
	Iteration 20F: 3 clusters Score -323556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Entering Unmasked Estep 
Score: -6231534.500000 Penalty: 1755.325195
	Iteration 0F: 2 clusters Score -6231534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -6199233.000000 Penalty: 3510.650391
	Iteration 0F: 3 clusters Score -6199233 nChanged 23031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -6212385.500000 Penalty: 3510.650391
	Iteration 1F: 3 clusters Score -6212386 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -6213175.500000 Penalty: 3510.650391
	Iteration 2Q: 3 clusters Score -6213176 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -6214521.000000 Penalty: 3510.650391
	Iteration 3F: 3 clusters Score -6214521 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -6216710.000000 Penalty: 3510.650391
	Iteration 4F: 3 clusters Score -6216710 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -6219974.500000 Penalty: 3510.650391
	Iteration 5F: 3 clusters Score -6219974 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -6223485.000000 Penalty: 3510.650391
	Iteration 6F: 3 clusters Score -6223485 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -6226427.000000 Penalty: 3510.650391
	Iteration 7F: 3 clusters Score -6226427 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -6228297.000000 Penalty: 3510.650391
	Iteration 8Q: 3 clusters Score -6228297 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -6229202.500000 Penalty: 3510.650391
	Iteration 9Q: 3 clusters Score -6229202 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -6229654.000000 Penalty: 3510.650391
	Iteration 10Q: 3 clusters Score -6229654 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -6229846.000000 Penalty: 3510.650391
	Iteration 11Q: 3 clusters Score -6229846 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -6229947.000000 Penalty: 3510.650391
	Iteration 12Q: 3 clusters Score -6229947 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -6230023.500000 Penalty: 3510.650391
	Iteration 13Q: 3 clusters Score -6230024 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -6230115.000000 Penalty: 3510.650391
	Iteration 14Q: 3 clusters Score -6230115 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -6230168.000000 Penalty: 3510.650391
	Iteration 15Q: 3 clusters Score -6230168 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -6230187.000000 Penalty: 3510.650391
	Iteration 16Q: 3 clusters Score -6230187 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6230204.500000 Penalty: 3510.650391
	Iteration 17Q: 3 clusters Score -6230204 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -6230239.500000 Penalty: 3510.650391
	Iteration 18Q: 3 clusters Score -6230240 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -6230257.500000 Penalty: 3510.650391
	Iteration 19Q: 3 clusters Score -6230258 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -6230263.500000 Penalty: 3510.650391
	Iteration 20F: 3 clusters Score -6230264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -6230292.500000 Penalty: 3510.650391
	Iteration 21Q: 3 clusters Score -6230292 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6230329.000000 Penalty: 3510.650391
	Iteration 22Q: 3 clusters Score -6230329 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -6230326.500000 Penalty: 3510.650391
	Iteration 23Q: 3 clusters Score -6230326 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -6230366.500000 Penalty: 3510.650391
	Iteration 24Q: 3 clusters Score -6230366 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -6230377.500000 Penalty: 3510.650391
	Iteration 25Q: 3 clusters Score -6230378 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -6230390.500000 Penalty: 3510.650391
	Iteration 26Q: 3 clusters Score -6230390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -6230391.000000 Penalty: 3510.650391
	Iteration 27Q: 3 clusters Score -6230391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -6230384.500000 Penalty: 3510.650391
	Iteration 28Q: 3 clusters Score -6230384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -6230384.500000 Penalty: 3510.650391
	Iteration 29Q: 3 clusters Score -6230384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -6230386.000000 Penalty: 3510.650391
	Iteration 30Q: 3 clusters Score -6230386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -6230384.000000 Penalty: 3510.650391
	Iteration 31Q: 3 clusters Score -6230384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -6230382.500000 Penalty: 3510.650391
	Iteration 32Q: 3 clusters Score -6230382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -6230386.500000 Penalty: 3510.650391
	Iteration 33Q: 3 clusters Score -6230386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -6230388.000000 Penalty: 3510.650391
	Iteration 34Q: 3 clusters Score -6230388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -6230379.500000 Penalty: 3510.650391
	Iteration 35Q: 3 clusters Score -6230380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -6230371.000000 Penalty: 3510.650391
	Iteration 36Q: 3 clusters Score -6230371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -6230375.000000 Penalty: 3510.650391
	Iteration 37Q: 3 clusters Score -6230375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -6230375.500000 Penalty: 3510.650391
	Iteration 38Q: 3 clusters Score -6230376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -6230376.500000 Penalty: 3510.650391
	Iteration 39Q: 3 clusters Score -6230376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6230376.000000 Penalty: 3510.650391
	Iteration 40F: 3 clusters Score -6230376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -6230376.000000 Penalty: 3510.650391
	Iteration 41Q: 3 clusters Score -6230376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -6230376.000000 Penalty: 3510.650391
	Iteration 42Q: 3 clusters Score -6230376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -6230378.500000 Penalty: 3510.650391
	Iteration 43Q: 3 clusters Score -6230378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -6230368.000000 Penalty: 3510.650391
	Iteration 44Q: 3 clusters Score -6230368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -6230378.000000 Penalty: 3510.650391
	Iteration 45Q: 3 clusters Score -6230378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -6230376.000000 Penalty: 3510.650391
	Iteration 46Q: 3 clusters Score -6230376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -6230378.500000 Penalty: 3510.650391
	Iteration 47Q: 3 clusters Score -6230378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -6230383.500000 Penalty: 3510.650391
	Iteration 48Q: 3 clusters Score -6230384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -6230384.500000 Penalty: 3510.650391
	Iteration 49Q: 3 clusters Score -6230384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -6230384.000000 Penalty: 3510.650391
	Iteration 50Q: 3 clusters Score -6230384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -6230384.000000 Penalty: 3510.650391
	Iteration 51F: 3 clusters Score -6230384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Entering Unmasked Estep 
Score: -11728372.000000 Penalty: 1860.114746
	Iteration 0F: 2 clusters Score -1.172837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -11668324.000000 Penalty: 3720.229492
	Iteration 0F: 3 clusters Score -1.166832e+07 nChanged 44622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -11694199.000000 Penalty: 3720.229492
	Iteration 1F: 3 clusters Score -1.16942e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -11694853.000000 Penalty: 3720.229492
	Iteration 2Q: 3 clusters Score -1.169485e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -11695429.000000 Penalty: 3720.229492
	Iteration 3Q: 3 clusters Score -1.169543e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -11696150.000000 Penalty: 3720.229492
	Iteration 4Q: 3 clusters Score -1.169615e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -11697223.000000 Penalty: 3720.229492
	Iteration 5Q: 3 clusters Score -1.169722e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -11699073.000000 Penalty: 3720.229492
	Iteration 6F: 3 clusters Score -1.169907e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -11702215.000000 Penalty: 3720.229492
	Iteration 7F: 3 clusters Score -1.170222e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 71687 members 
Entering Unmasked Estep 
Score: -11706680.000000 Penalty: 3720.229492
	Iteration 8F: 3 clusters Score -1.170668e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -11712277.000000 Penalty: 3720.229492
	Iteration 9F: 3 clusters Score -1.171228e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -11719764.000000 Penalty: 3720.229492
	Iteration 10F: 3 clusters Score -1.171976e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -11724369.000000 Penalty: 3720.229492
	Iteration 11Q: 3 clusters Score -1.172437e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -11725941.000000 Penalty: 3720.229492
	Iteration 12Q: 3 clusters Score -1.172594e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -11726414.000000 Penalty: 3720.229492
	Iteration 13Q: 3 clusters Score -1.172641e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -11726613.000000 Penalty: 3720.229492
	Iteration 14Q: 3 clusters Score -1.172661e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -11726720.000000 Penalty: 3720.229492
	Iteration 15Q: 3 clusters Score -1.172672e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 93344 members 
Entering Unmasked Estep 
Score: -11726761.000000 Penalty: 3720.229492
	Iteration 16Q: 3 clusters Score -1.172676e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 93374 members 
Entering Unmasked Estep 
Score: -11726776.000000 Penalty: 3720.229492
	Iteration 17Q: 3 clusters Score -1.172678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 93395 members 
Entering Unmasked Estep 
Score: -11726795.000000 Penalty: 3720.229492
	Iteration 18Q: 3 clusters Score -1.17268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 93402 members 
Entering Unmasked Estep 
Score: -11726810.000000 Penalty: 3720.229492
	Iteration 19Q: 3 clusters Score -1.172681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 93410 members 
Entering Unmasked Estep 
Score: -11726812.000000 Penalty: 3720.229492
	Iteration 20F: 3 clusters Score -1.172681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -11726819.000000 Penalty: 3720.229492
	Iteration 21Q: 3 clusters Score -1.172682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -11726819.000000 Penalty: 3720.229492
	Iteration 22Q: 3 clusters Score -1.172682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -11726817.000000 Penalty: 3720.229492
	Iteration 23Q: 3 clusters Score -1.172682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -11726831.000000 Penalty: 3720.229492
	Iteration 24Q: 3 clusters Score -1.172683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 93422 members 
Entering Unmasked Estep 
Score: -11726827.000000 Penalty: 3720.229492
	Iteration 25Q: 3 clusters Score -1.172683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -11726829.000000 Penalty: 3720.229492
	Iteration 26Q: 3 clusters Score -1.172683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -11726820.000000 Penalty: 3720.229492
	Iteration 27Q: 3 clusters Score -1.172682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 93427 members 
Entering Unmasked Estep 
Score: -11726813.000000 Penalty: 3720.229492
	Iteration 28Q: 3 clusters Score -1.172681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -11726832.000000 Penalty: 3720.229492
	Iteration 29Q: 3 clusters Score -1.172683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -11726822.000000 Penalty: 3720.229492
	Iteration 30Q: 3 clusters Score -1.172682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -11726838.000000 Penalty: 3720.229492
	Iteration 31Q: 3 clusters Score -1.172684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -11726834.000000 Penalty: 3720.229492
	Iteration 32Q: 3 clusters Score -1.172683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -11726831.000000 Penalty: 3720.229492
	Iteration 33Q: 3 clusters Score -1.172683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -11726831.000000 Penalty: 3720.229492
	Iteration 34F: 3 clusters Score -1.172683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -40255.019531 Penalty: 966.555725
	Iteration 0F: 2 clusters Score -40255.02 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 215 members 
Entering Unmasked Estep 
Score: -39273.414062 Penalty: 1933.111450
	Iteration 0F: 3 clusters Score -39273.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39442.402344 Penalty: 1933.111450
	Iteration 1F: 3 clusters Score -39442.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39475.687500 Penalty: 1933.111450
	Iteration 2Q: 3 clusters Score -39475.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39495.707031 Penalty: 1933.111450
	Iteration 3Q: 3 clusters Score -39495.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39505.308594 Penalty: 1933.111450
	Iteration 4Q: 3 clusters Score -39505.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39520.132812 Penalty: 1933.111450
	Iteration 5Q: 3 clusters Score -39520.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39526.140625 Penalty: 1933.111450
	Iteration 6Q: 3 clusters Score -39526.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39535.085938 Penalty: 1933.111450
	Iteration 7Q: 3 clusters Score -39535.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39558.078125 Penalty: 1933.111450
	Iteration 8Q: 3 clusters Score -39558.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39574.925781 Penalty: 1933.111450
	Iteration 9Q: 3 clusters Score -39574.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39592.839844 Penalty: 1933.111450
	Iteration 10Q: 3 clusters Score -39592.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39614.417969 Penalty: 1933.111450
	Iteration 11Q: 3 clusters Score -39614.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39623.164062 Penalty: 1933.111450
	Iteration 12Q: 3 clusters Score -39623.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39630.421875 Penalty: 1933.111450
	Iteration 13Q: 3 clusters Score -39630.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39632.304688 Penalty: 1933.111450
	Iteration 14Q: 3 clusters Score -39632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39632.304688 Penalty: 1933.111450
	Iteration 15F: 3 clusters Score -39632.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Entering Unmasked Estep 
Score: -1610263.250000 Penalty: 1542.728394
	Iteration 0F: 2 clusters Score -1610263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1601040.375000 Penalty: 3085.456787
	Iteration 0F: 3 clusters Score -1601040 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1604120.375000 Penalty: 3085.456787
	Iteration 1F: 3 clusters Score -1604120 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1604347.875000 Penalty: 3085.456787
	Iteration 2F: 3 clusters Score -1604348 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1604517.500000 Penalty: 3085.456787
	Iteration 3Q: 3 clusters Score -1604518 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1604663.625000 Penalty: 3085.456787
	Iteration 4Q: 3 clusters Score -1604664 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1604804.625000 Penalty: 3085.456787
	Iteration 5Q: 3 clusters Score -1604805 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1604945.625000 Penalty: 3085.456787
	Iteration 6Q: 3 clusters Score -1604946 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1605095.750000 Penalty: 3085.456787
	Iteration 7Q: 3 clusters Score -1605096 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1605260.750000 Penalty: 3085.456787
	Iteration 8Q: 3 clusters Score -1605261 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1605472.375000 Penalty: 3085.456787
	Iteration 9Q: 3 clusters Score -1605472 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1605753.250000 Penalty: 3085.456787
	Iteration 10Q: 3 clusters Score -1605753 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1606109.000000 Penalty: 3085.456787
	Iteration 11Q: 3 clusters Score -1606109 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1606559.500000 Penalty: 3085.456787
	Iteration 12F: 3 clusters Score -1606560 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1607010.000000 Penalty: 3085.456787
	Iteration 13Q: 3 clusters Score -1607010 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1607412.250000 Penalty: 3085.456787
	Iteration 14Q: 3 clusters Score -1607412 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1607748.875000 Penalty: 3085.456787
	Iteration 15Q: 3 clusters Score -1607749 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1608009.500000 Penalty: 3085.456787
	Iteration 16Q: 3 clusters Score -1608010 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1608220.875000 Penalty: 3085.456787
	Iteration 17Q: 3 clusters Score -1608221 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1608367.250000 Penalty: 3085.456787
	Iteration 18Q: 3 clusters Score -1608367 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1608464.625000 Penalty: 3085.456787
	Iteration 19Q: 3 clusters Score -1608465 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1608545.750000 Penalty: 3085.456787
	Iteration 20F: 3 clusters Score -1608546 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1608600.375000 Penalty: 3085.456787
	Iteration 21Q: 3 clusters Score -1608600 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1608649.625000 Penalty: 3085.456787
	Iteration 22Q: 3 clusters Score -1608650 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1608701.625000 Penalty: 3085.456787
	Iteration 23Q: 3 clusters Score -1608702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1608738.250000 Penalty: 3085.456787
	Iteration 24Q: 3 clusters Score -1608738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1608752.500000 Penalty: 3085.456787
	Iteration 25Q: 3 clusters Score -1608752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1608770.875000 Penalty: 3085.456787
	Iteration 26Q: 3 clusters Score -1608771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1608797.875000 Penalty: 3085.456787
	Iteration 27Q: 3 clusters Score -1608798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1608818.000000 Penalty: 3085.456787
	Iteration 28Q: 3 clusters Score -1608818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1608836.125000 Penalty: 3085.456787
	Iteration 29Q: 3 clusters Score -1608836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1608854.375000 Penalty: 3085.456787
	Iteration 30Q: 3 clusters Score -1608854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1608869.500000 Penalty: 3085.456787
	Iteration 31Q: 3 clusters Score -1608870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1608885.625000 Penalty: 3085.456787
	Iteration 32Q: 3 clusters Score -1608886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1608906.125000 Penalty: 3085.456787
	Iteration 33Q: 3 clusters Score -1608906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1608918.625000 Penalty: 3085.456787
	Iteration 34Q: 3 clusters Score -1608919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1608925.125000 Penalty: 3085.456787
	Iteration 35Q: 3 clusters Score -1608925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1608932.875000 Penalty: 3085.456787
	Iteration 36Q: 3 clusters Score -1608933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1608940.375000 Penalty: 3085.456787
	Iteration 37Q: 3 clusters Score -1608940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1608946.000000 Penalty: 3085.456787
	Iteration 38Q: 3 clusters Score -1608946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1608952.375000 Penalty: 3085.456787
	Iteration 39Q: 3 clusters Score -1608952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1608953.125000 Penalty: 3085.456787
	Iteration 40F: 3 clusters Score -1608953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1608956.875000 Penalty: 3085.456787
	Iteration 41Q: 3 clusters Score -1608957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1608964.375000 Penalty: 3085.456787
	Iteration 42Q: 3 clusters Score -1608964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1608969.125000 Penalty: 3085.456787
	Iteration 43Q: 3 clusters Score -1608969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1608973.250000 Penalty: 3085.456787
	Iteration 44Q: 3 clusters Score -1608973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1608975.875000 Penalty: 3085.456787
	Iteration 45Q: 3 clusters Score -1608976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1608976.750000 Penalty: 3085.456787
	Iteration 46Q: 3 clusters Score -1608977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1608976.875000 Penalty: 3085.456787
	Iteration 47Q: 3 clusters Score -1608977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1608975.000000 Penalty: 3085.456787
	Iteration 48Q: 3 clusters Score -1608975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1608976.375000 Penalty: 3085.456787
	Iteration 49Q: 3 clusters Score -1608976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1608977.000000 Penalty: 3085.456787
	Iteration 50Q: 3 clusters Score -1608977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1608977.000000 Penalty: 3085.456787
	Iteration 51F: 3 clusters Score -1608977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Entering Unmasked Estep 
Score: -835895.687500 Penalty: 1435.034424
	Iteration 0F: 2 clusters Score -835895.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -830786.000000 Penalty: 2870.068848
	Iteration 0F: 3 clusters Score -830786 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -832369.125000 Penalty: 2870.068848
	Iteration 1F: 3 clusters Score -832369.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -832650.750000 Penalty: 2870.068848
	Iteration 2F: 3 clusters Score -832650.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -832860.750000 Penalty: 2870.068848
	Iteration 3F: 3 clusters Score -832860.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -833031.125000 Penalty: 2870.068848
	Iteration 4F: 3 clusters Score -833031.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -833178.875000 Penalty: 2870.068848
	Iteration 5Q: 3 clusters Score -833178.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -833311.125000 Penalty: 2870.068848
	Iteration 6Q: 3 clusters Score -833311.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -833439.437500 Penalty: 2870.068848
	Iteration 7Q: 3 clusters Score -833439.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -833550.000000 Penalty: 2870.068848
	Iteration 8Q: 3 clusters Score -833550 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -833635.875000 Penalty: 2870.068848
	Iteration 9Q: 3 clusters Score -833635.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -833703.562500 Penalty: 2870.068848
	Iteration 10Q: 3 clusters Score -833703.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -833769.750000 Penalty: 2870.068848
	Iteration 11Q: 3 clusters Score -833769.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -833818.437500 Penalty: 2870.068848
	Iteration 12Q: 3 clusters Score -833818.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -833865.312500 Penalty: 2870.068848
	Iteration 13Q: 3 clusters Score -833865.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -833897.812500 Penalty: 2870.068848
	Iteration 14Q: 3 clusters Score -833897.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -833935.187500 Penalty: 2870.068848
	Iteration 15Q: 3 clusters Score -833935.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -833972.812500 Penalty: 2870.068848
	Iteration 16Q: 3 clusters Score -833972.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -834004.437500 Penalty: 2870.068848
	Iteration 17Q: 3 clusters Score -834004.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -834029.000000 Penalty: 2870.068848
	Iteration 18Q: 3 clusters Score -834029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -834047.625000 Penalty: 2870.068848
	Iteration 19Q: 3 clusters Score -834047.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -834066.187500 Penalty: 2870.068848
	Iteration 20F: 3 clusters Score -834066.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -834084.062500 Penalty: 2870.068848
	Iteration 21Q: 3 clusters Score -834084.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -834098.687500 Penalty: 2870.068848
	Iteration 22Q: 3 clusters Score -834098.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -834113.812500 Penalty: 2870.068848
	Iteration 23Q: 3 clusters Score -834113.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -834129.750000 Penalty: 2870.068848
	Iteration 24Q: 3 clusters Score -834129.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -834147.875000 Penalty: 2870.068848
	Iteration 25Q: 3 clusters Score -834147.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -834164.000000 Penalty: 2870.068848
	Iteration 26Q: 3 clusters Score -834164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -834180.375000 Penalty: 2870.068848
	Iteration 27Q: 3 clusters Score -834180.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -834193.437500 Penalty: 2870.068848
	Iteration 28Q: 3 clusters Score -834193.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -834201.250000 Penalty: 2870.068848
	Iteration 29Q: 3 clusters Score -834201.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -834212.875000 Penalty: 2870.068848
	Iteration 30Q: 3 clusters Score -834212.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -834226.812500 Penalty: 2870.068848
	Iteration 31Q: 3 clusters Score -834226.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -834242.937500 Penalty: 2870.068848
	Iteration 32Q: 3 clusters Score -834242.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -834259.375000 Penalty: 2870.068848
	Iteration 33Q: 3 clusters Score -834259.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -834272.187500 Penalty: 2870.068848
	Iteration 34Q: 3 clusters Score -834272.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -834287.000000 Penalty: 2870.068848
	Iteration 35Q: 3 clusters Score -834287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -834301.750000 Penalty: 2870.068848
	Iteration 36Q: 3 clusters Score -834301.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -834316.125000 Penalty: 2870.068848
	Iteration 37Q: 3 clusters Score -834316.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -834328.937500 Penalty: 2870.068848
	Iteration 38Q: 3 clusters Score -834328.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -834339.062500 Penalty: 2870.068848
	Iteration 39Q: 3 clusters Score -834339.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -834346.062500 Penalty: 2870.068848
	Iteration 40F: 3 clusters Score -834346.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -834353.062500 Penalty: 2870.068848
	Iteration 41Q: 3 clusters Score -834353.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -834360.625000 Penalty: 2870.068848
	Iteration 42Q: 3 clusters Score -834360.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -834365.437500 Penalty: 2870.068848
	Iteration 43Q: 3 clusters Score -834365.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -834370.687500 Penalty: 2870.068848
	Iteration 44Q: 3 clusters Score -834370.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -834381.250000 Penalty: 2870.068848
	Iteration 45Q: 3 clusters Score -834381.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -834383.187500 Penalty: 2870.068848
	Iteration 46Q: 3 clusters Score -834383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -834384.375000 Penalty: 2870.068848
	Iteration 47Q: 3 clusters Score -834384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -834383.625000 Penalty: 2870.068848
	Iteration 48Q: 3 clusters Score -834383.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -834384.875000 Penalty: 2870.068848
	Iteration 49Q: 3 clusters Score -834384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -834386.750000 Penalty: 2870.068848
	Iteration 50Q: 3 clusters Score -834386.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -834388.000000 Penalty: 2870.068848
	Iteration 51Q: 3 clusters Score -834388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -834389.812500 Penalty: 2870.068848
	Iteration 52Q: 3 clusters Score -834389.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -834393.000000 Penalty: 2870.068848
	Iteration 53Q: 3 clusters Score -834393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -834394.625000 Penalty: 2870.068848
	Iteration 54Q: 3 clusters Score -834394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -834397.562500 Penalty: 2870.068848
	Iteration 55Q: 3 clusters Score -834397.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -834399.937500 Penalty: 2870.068848
	Iteration 56Q: 3 clusters Score -834399.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -834402.500000 Penalty: 2870.068848
	Iteration 57Q: 3 clusters Score -834402.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -834407.125000 Penalty: 2870.068848
	Iteration 58Q: 3 clusters Score -834407.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -834410.125000 Penalty: 2870.068848
	Iteration 59Q: 3 clusters Score -834410.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -834413.062500 Penalty: 2870.068848
	Iteration 60F: 3 clusters Score -834413.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -834413.750000 Penalty: 2870.068848
	Iteration 61Q: 3 clusters Score -834413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -834414.562500 Penalty: 2870.068848
	Iteration 62Q: 3 clusters Score -834414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -834416.125000 Penalty: 2870.068848
	Iteration 63Q: 3 clusters Score -834416.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -834414.937500 Penalty: 2870.068848
	Iteration 64Q: 3 clusters Score -834414.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -834417.187500 Penalty: 2870.068848
	Iteration 65Q: 3 clusters Score -834417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -834418.875000 Penalty: 2870.068848
	Iteration 66Q: 3 clusters Score -834418.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -834419.687500 Penalty: 2870.068848
	Iteration 67Q: 3 clusters Score -834419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -834419.750000 Penalty: 2870.068848
	Iteration 68Q: 3 clusters Score -834419.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -834422.812500 Penalty: 2870.068848
	Iteration 69Q: 3 clusters Score -834422.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -834424.687500 Penalty: 2870.068848
	Iteration 70Q: 3 clusters Score -834424.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -834427.750000 Penalty: 2870.068848
	Iteration 71Q: 3 clusters Score -834427.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -834433.375000 Penalty: 2870.068848
	Iteration 72Q: 3 clusters Score -834433.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -834435.437500 Penalty: 2870.068848
	Iteration 73Q: 3 clusters Score -834435.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -834440.125000 Penalty: 2870.068848
	Iteration 74Q: 3 clusters Score -834440.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -834443.625000 Penalty: 2870.068848
	Iteration 75Q: 3 clusters Score -834443.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -834448.500000 Penalty: 2870.068848
	Iteration 76Q: 3 clusters Score -834448.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -834456.812500 Penalty: 2870.068848
	Iteration 77Q: 3 clusters Score -834456.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -834464.750000 Penalty: 2870.068848
	Iteration 78Q: 3 clusters Score -834464.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -834473.937500 Penalty: 2870.068848
	Iteration 79Q: 3 clusters Score -834473.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -834480.500000 Penalty: 2870.068848
	Iteration 80F: 3 clusters Score -834480.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -834493.000000 Penalty: 2870.068848
	Iteration 81Q: 3 clusters Score -834493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -834502.062500 Penalty: 2870.068848
	Iteration 82Q: 3 clusters Score -834502.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -834511.937500 Penalty: 2870.068848
	Iteration 83Q: 3 clusters Score -834511.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -834522.375000 Penalty: 2870.068848
	Iteration 84Q: 3 clusters Score -834522.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -834534.625000 Penalty: 2870.068848
	Iteration 85Q: 3 clusters Score -834534.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -834548.437500 Penalty: 2870.068848
	Iteration 86Q: 3 clusters Score -834548.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -834564.312500 Penalty: 2870.068848
	Iteration 87Q: 3 clusters Score -834564.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -834571.375000 Penalty: 2870.068848
	Iteration 88Q: 3 clusters Score -834571.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -834575.250000 Penalty: 2870.068848
	Iteration 89Q: 3 clusters Score -834575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -834577.187500 Penalty: 2870.068848
	Iteration 90Q: 3 clusters Score -834577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -834580.250000 Penalty: 2870.068848
	Iteration 91Q: 3 clusters Score -834580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -834582.125000 Penalty: 2870.068848
	Iteration 92Q: 3 clusters Score -834582.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -834585.812500 Penalty: 2870.068848
	Iteration 93Q: 3 clusters Score -834585.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -834587.250000 Penalty: 2870.068848
	Iteration 94Q: 3 clusters Score -834587.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -834589.812500 Penalty: 2870.068848
	Iteration 95Q: 3 clusters Score -834589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -834593.000000 Penalty: 2870.068848
	Iteration 96Q: 3 clusters Score -834593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -834594.875000 Penalty: 2870.068848
	Iteration 97Q: 3 clusters Score -834594.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -834600.250000 Penalty: 2870.068848
	Iteration 98Q: 3 clusters Score -834600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -834601.937500 Penalty: 2870.068848
	Iteration 99Q: 3 clusters Score -834601.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -834610.812500 Penalty: 2870.068848
	Iteration 100F: 3 clusters Score -834610.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -834618.187500 Penalty: 2870.068848
	Iteration 101Q: 3 clusters Score -834618.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -834624.437500 Penalty: 2870.068848
	Iteration 102Q: 3 clusters Score -834624.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -834638.687500 Penalty: 2870.068848
	Iteration 103Q: 3 clusters Score -834638.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -834650.062500 Penalty: 2870.068848
	Iteration 104Q: 3 clusters Score -834650.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -834662.187500 Penalty: 2870.068848
	Iteration 105Q: 3 clusters Score -834662.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -834673.812500 Penalty: 2870.068848
	Iteration 106Q: 3 clusters Score -834673.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -834685.437500 Penalty: 2870.068848
	Iteration 107Q: 3 clusters Score -834685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -834690.000000 Penalty: 2870.068848
	Iteration 108Q: 3 clusters Score -834690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -834696.500000 Penalty: 2870.068848
	Iteration 109Q: 3 clusters Score -834696.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -834702.125000 Penalty: 2870.068848
	Iteration 110Q: 3 clusters Score -834702.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -834705.937500 Penalty: 2870.068848
	Iteration 111Q: 3 clusters Score -834705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -834709.312500 Penalty: 2870.068848
	Iteration 112Q: 3 clusters Score -834709.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -834713.375000 Penalty: 2870.068848
	Iteration 113Q: 3 clusters Score -834713.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -834715.187500 Penalty: 2870.068848
	Iteration 114Q: 3 clusters Score -834715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -834721.250000 Penalty: 2870.068848
	Iteration 115Q: 3 clusters Score -834721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -834724.750000 Penalty: 2870.068848
	Iteration 116Q: 3 clusters Score -834724.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -834729.000000 Penalty: 2870.068848
	Iteration 117Q: 3 clusters Score -834729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -834733.312500 Penalty: 2870.068848
	Iteration 118Q: 3 clusters Score -834733.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -834733.125000 Penalty: 2870.068848
	Iteration 119Q: 3 clusters Score -834733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -834735.312500 Penalty: 2870.068848
	Iteration 120F: 3 clusters Score -834735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -834735.625000 Penalty: 2870.068848
	Iteration 121Q: 3 clusters Score -834735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -834735.125000 Penalty: 2870.068848
	Iteration 122Q: 3 clusters Score -834735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -834735.125000 Penalty: 2870.068848
	Iteration 123F: 3 clusters Score -834735.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -410133.718750 Penalty: 1319.837036
	Iteration 0F: 2 clusters Score -410133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -407195.125000 Penalty: 2639.674072
	Iteration 0F: 3 clusters Score -407195.1 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -407859.187500 Penalty: 2639.674072
	Iteration 1F: 3 clusters Score -407859.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -408021.093750 Penalty: 2639.674072
	Iteration 2F: 3 clusters Score -408021.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -408120.031250 Penalty: 2639.674072
	Iteration 3F: 3 clusters Score -408120 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -408198.968750 Penalty: 2639.674072
	Iteration 4Q: 3 clusters Score -408199 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -408262.531250 Penalty: 2639.674072
	Iteration 5Q: 3 clusters Score -408262.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -408310.968750 Penalty: 2639.674072
	Iteration 6Q: 3 clusters Score -408311 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -408349.937500 Penalty: 2639.674072
	Iteration 7Q: 3 clusters Score -408349.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -408386.781250 Penalty: 2639.674072
	Iteration 8Q: 3 clusters Score -408386.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -408420.500000 Penalty: 2639.674072
	Iteration 9Q: 3 clusters Score -408420.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -408450.937500 Penalty: 2639.674072
	Iteration 10Q: 3 clusters Score -408450.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -408478.312500 Penalty: 2639.674072
	Iteration 11Q: 3 clusters Score -408478.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -408496.281250 Penalty: 2639.674072
	Iteration 12Q: 3 clusters Score -408496.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -408509.406250 Penalty: 2639.674072
	Iteration 13Q: 3 clusters Score -408509.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -408521.062500 Penalty: 2639.674072
	Iteration 14Q: 3 clusters Score -408521.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -408534.687500 Penalty: 2639.674072
	Iteration 15Q: 3 clusters Score -408534.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -408546.843750 Penalty: 2639.674072
	Iteration 16Q: 3 clusters Score -408546.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -408557.406250 Penalty: 2639.674072
	Iteration 17Q: 3 clusters Score -408557.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -408564.156250 Penalty: 2639.674072
	Iteration 18Q: 3 clusters Score -408564.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -408574.187500 Penalty: 2639.674072
	Iteration 19Q: 3 clusters Score -408574.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -408579.906250 Penalty: 2639.674072
	Iteration 20F: 3 clusters Score -408579.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -408585.718750 Penalty: 2639.674072
	Iteration 21Q: 3 clusters Score -408585.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -408592.406250 Penalty: 2639.674072
	Iteration 22Q: 3 clusters Score -408592.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -408597.156250 Penalty: 2639.674072
	Iteration 23Q: 3 clusters Score -408597.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -408600.000000 Penalty: 2639.674072
	Iteration 24Q: 3 clusters Score -408600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -408607.312500 Penalty: 2639.674072
	Iteration 25Q: 3 clusters Score -408607.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -408613.187500 Penalty: 2639.674072
	Iteration 26Q: 3 clusters Score -408613.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -408620.562500 Penalty: 2639.674072
	Iteration 27Q: 3 clusters Score -408620.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -408626.218750 Penalty: 2639.674072
	Iteration 28Q: 3 clusters Score -408626.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -408631.468750 Penalty: 2639.674072
	Iteration 29Q: 3 clusters Score -408631.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -408635.718750 Penalty: 2639.674072
	Iteration 30Q: 3 clusters Score -408635.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -408642.000000 Penalty: 2639.674072
	Iteration 31Q: 3 clusters Score -408642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -408647.843750 Penalty: 2639.674072
	Iteration 32Q: 3 clusters Score -408647.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -408653.968750 Penalty: 2639.674072
	Iteration 33Q: 3 clusters Score -408654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -408657.937500 Penalty: 2639.674072
	Iteration 34Q: 3 clusters Score -408657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -408663.000000 Penalty: 2639.674072
	Iteration 35Q: 3 clusters Score -408663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -408668.593750 Penalty: 2639.674072
	Iteration 36Q: 3 clusters Score -408668.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -408672.812500 Penalty: 2639.674072
	Iteration 37Q: 3 clusters Score -408672.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -408681.687500 Penalty: 2639.674072
	Iteration 38Q: 3 clusters Score -408681.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -408691.562500 Penalty: 2639.674072
	Iteration 39Q: 3 clusters Score -408691.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -408699.843750 Penalty: 2639.674072
	Iteration 40F: 3 clusters Score -408699.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -408707.156250 Penalty: 2639.674072
	Iteration 41Q: 3 clusters Score -408707.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -408715.031250 Penalty: 2639.674072
	Iteration 42Q: 3 clusters Score -408715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -408722.812500 Penalty: 2639.674072
	Iteration 43Q: 3 clusters Score -408722.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -408730.562500 Penalty: 2639.674072
	Iteration 44Q: 3 clusters Score -408730.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -408736.812500 Penalty: 2639.674072
	Iteration 45Q: 3 clusters Score -408736.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -408742.343750 Penalty: 2639.674072
	Iteration 46Q: 3 clusters Score -408742.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -408750.468750 Penalty: 2639.674072
	Iteration 47Q: 3 clusters Score -408750.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -408758.093750 Penalty: 2639.674072
	Iteration 48Q: 3 clusters Score -408758.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -408776.000000 Penalty: 2639.674072
	Iteration 49Q: 3 clusters Score -408776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -408790.125000 Penalty: 2639.674072
	Iteration 50Q: 3 clusters Score -408790.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -408800.562500 Penalty: 2639.674072
	Iteration 51Q: 3 clusters Score -408800.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -408805.187500 Penalty: 2639.674072
	Iteration 52Q: 3 clusters Score -408805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -408811.656250 Penalty: 2639.674072
	Iteration 53Q: 3 clusters Score -408811.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -408818.812500 Penalty: 2639.674072
	Iteration 54Q: 3 clusters Score -408818.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -408824.750000 Penalty: 2639.674072
	Iteration 55Q: 3 clusters Score -408824.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -408833.875000 Penalty: 2639.674072
	Iteration 56Q: 3 clusters Score -408833.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -408841.937500 Penalty: 2639.674072
	Iteration 57Q: 3 clusters Score -408841.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -408848.156250 Penalty: 2639.674072
	Iteration 58Q: 3 clusters Score -408848.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -408852.718750 Penalty: 2639.674072
	Iteration 59Q: 3 clusters Score -408852.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -408857.250000 Penalty: 2639.674072
	Iteration 60F: 3 clusters Score -408857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -408860.781250 Penalty: 2639.674072
	Iteration 61Q: 3 clusters Score -408860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -408862.750000 Penalty: 2639.674072
	Iteration 62Q: 3 clusters Score -408862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -408867.281250 Penalty: 2639.674072
	Iteration 63Q: 3 clusters Score -408867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -408874.406250 Penalty: 2639.674072
	Iteration 64Q: 3 clusters Score -408874.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -408882.125000 Penalty: 2639.674072
	Iteration 65Q: 3 clusters Score -408882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -408888.250000 Penalty: 2639.674072
	Iteration 66Q: 3 clusters Score -408888.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -408895.468750 Penalty: 2639.674072
	Iteration 67Q: 3 clusters Score -408895.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -408904.625000 Penalty: 2639.674072
	Iteration 68Q: 3 clusters Score -408904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -408911.437500 Penalty: 2639.674072
	Iteration 69Q: 3 clusters Score -408911.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -408915.625000 Penalty: 2639.674072
	Iteration 70Q: 3 clusters Score -408915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -408920.468750 Penalty: 2639.674072
	Iteration 71Q: 3 clusters Score -408920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -408926.000000 Penalty: 2639.674072
	Iteration 72Q: 3 clusters Score -408926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -408930.312500 Penalty: 2639.674072
	Iteration 73Q: 3 clusters Score -408930.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -408933.156250 Penalty: 2639.674072
	Iteration 74Q: 3 clusters Score -408933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -408935.500000 Penalty: 2639.674072
	Iteration 75Q: 3 clusters Score -408935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -408935.937500 Penalty: 2639.674072
	Iteration 76Q: 3 clusters Score -408935.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -408935.937500 Penalty: 2639.674072
	Iteration 77F: 3 clusters Score -408935.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Entering Unmasked Estep 
Score: -2546096.500000 Penalty: 1612.526733
	Iteration 0F: 2 clusters Score -2546096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2532260.250000 Penalty: 3225.053467
	Iteration 0F: 3 clusters Score -2532260 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2537229.000000 Penalty: 3225.053467
	Iteration 1F: 3 clusters Score -2537229 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2537521.250000 Penalty: 3225.053467
	Iteration 2Q: 3 clusters Score -2537521 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2537826.750000 Penalty: 3225.053467
	Iteration 3Q: 3 clusters Score -2537827 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2538183.750000 Penalty: 3225.053467
	Iteration 4Q: 3 clusters Score -2538184 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2538711.000000 Penalty: 3225.053467
	Iteration 5Q: 3 clusters Score -2538711 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2539463.000000 Penalty: 3225.053467
	Iteration 6F: 3 clusters Score -2539463 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2540405.250000 Penalty: 3225.053467
	Iteration 7F: 3 clusters Score -2540405 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2541430.250000 Penalty: 3225.053467
	Iteration 8F: 3 clusters Score -2541430 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2542400.750000 Penalty: 3225.053467
	Iteration 9F: 3 clusters Score -2542401 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2543139.750000 Penalty: 3225.053467
	Iteration 10Q: 3 clusters Score -2543140 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2543650.250000 Penalty: 3225.053467
	Iteration 11Q: 3 clusters Score -2543650 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2543984.000000 Penalty: 3225.053467
	Iteration 12Q: 3 clusters Score -2543984 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2544190.250000 Penalty: 3225.053467
	Iteration 13Q: 3 clusters Score -2544190 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2544311.750000 Penalty: 3225.053467
	Iteration 14Q: 3 clusters Score -2544312 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2544396.000000 Penalty: 3225.053467
	Iteration 15Q: 3 clusters Score -2544396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2544454.250000 Penalty: 3225.053467
	Iteration 16Q: 3 clusters Score -2544454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2544511.500000 Penalty: 3225.053467
	Iteration 17Q: 3 clusters Score -2544512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2544542.250000 Penalty: 3225.053467
	Iteration 18Q: 3 clusters Score -2544542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2544570.000000 Penalty: 3225.053467
	Iteration 19Q: 3 clusters Score -2544570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2544594.750000 Penalty: 3225.053467
	Iteration 20F: 3 clusters Score -2544595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2544609.250000 Penalty: 3225.053467
	Iteration 21Q: 3 clusters Score -2544609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2544622.750000 Penalty: 3225.053467
	Iteration 22Q: 3 clusters Score -2544623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2544636.750000 Penalty: 3225.053467
	Iteration 23Q: 3 clusters Score -2544637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2544644.250000 Penalty: 3225.053467
	Iteration 24Q: 3 clusters Score -2544644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2544649.250000 Penalty: 3225.053467
	Iteration 25Q: 3 clusters Score -2544649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2544660.500000 Penalty: 3225.053467
	Iteration 26Q: 3 clusters Score -2544660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2544663.500000 Penalty: 3225.053467
	Iteration 27Q: 3 clusters Score -2544664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2544666.500000 Penalty: 3225.053467
	Iteration 28Q: 3 clusters Score -2544666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2544671.250000 Penalty: 3225.053467
	Iteration 29Q: 3 clusters Score -2544671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2544671.250000 Penalty: 3225.053467
	Iteration 30F: 3 clusters Score -2544671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48056.441406 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -48056.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47050.503906 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -47050.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47248.175781 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -47248.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47357.085938 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -47357.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47427.691406 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -47427.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47504.382812 Penalty: 2017.791748
	Iteration 4F: 3 clusters Score -47504.38 nChanged 28
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: -47625.238281 Penalty: 2017.791748
	Iteration 5F: 3 clusters Score -47625.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47760.679688 Penalty: 2017.791748
	Iteration 6F: 3 clusters Score -47760.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47891.863281 Penalty: 2017.791748
	Iteration 7F: 3 clusters Score -47891.86 nChanged 24
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: -47995.507812 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -47995.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48079.316406 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -48079.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48129.976562 Penalty: 2017.791748
	Iteration 10Q: 3 clusters Score -48129.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48165.339844 Penalty: 2017.791748
	Iteration 11Q: 3 clusters Score -48165.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48178.308594 Penalty: 2017.791748
	Iteration 12Q: 3 clusters Score -48178.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48201.808594 Penalty: 2017.791748
	Iteration 13Q: 3 clusters Score -48201.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48210.718750 Penalty: 2017.791748
	Iteration 14Q: 3 clusters Score -48210.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48212.175781 Penalty: 2017.791748
	Iteration 15Q: 3 clusters Score -48212.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48213.195312 Penalty: 2017.791748
	Iteration 16Q: 3 clusters Score -48213.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48214.265625 Penalty: 2017.791748
	Iteration 17F: 3 clusters Score -48214.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48231.949219 Penalty: 2017.791748
	Iteration 18Q: 3 clusters Score -48231.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48233.351562 Penalty: 2017.791748
	Iteration 19Q: 3 clusters Score -48233.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48233.351562 Penalty: 2017.791748
	Iteration 20F: 3 clusters Score -48233.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 80914 members 
Mstep: Class 3 contains 84216 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28669 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49119 members 
Mstep: Class 8 contains 93607 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 20399 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 9961 members 
Mstep: Class 20 contains 96042 members 
Mstep: Class 21 contains 7631 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48629 members 
Mstep: Class 25 contains 41185 members 
Mstep: Class 26 contains 83938 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7682 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6927 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 91904 members 
Mstep: Class 35 contains 171 members 
Entering Unmasked Estep 
Score: -102236968.000000 Penalty: 77592.265625
Splitting cluster 14 changes total score from -102237776.000000 to -102236968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Entering Unmasked Estep 
Score: -625013.500000 Penalty: 1390.135742
	Iteration 0F: 2 clusters Score -625013.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -620911.250000 Penalty: 2780.271484
	Iteration 0F: 3 clusters Score -620911.2 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -622101.562500 Penalty: 2780.271484
	Iteration 1F: 3 clusters Score -622101.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -622456.687500 Penalty: 2780.271484
	Iteration 2F: 3 clusters Score -622456.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -622715.250000 Penalty: 2780.271484
	Iteration 3F: 3 clusters Score -622715.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -622920.500000 Penalty: 2780.271484
	Iteration 4F: 3 clusters Score -622920.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -623100.562500 Penalty: 2780.271484
	Iteration 5Q: 3 clusters Score -623100.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -623256.187500 Penalty: 2780.271484
	Iteration 6Q: 3 clusters Score -623256.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -623386.812500 Penalty: 2780.271484
	Iteration 7Q: 3 clusters Score -623386.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -623522.562500 Penalty: 2780.271484
	Iteration 8Q: 3 clusters Score -623522.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -623638.750000 Penalty: 2780.271484
	Iteration 9Q: 3 clusters Score -623638.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -623750.812500 Penalty: 2780.271484
	Iteration 10Q: 3 clusters Score -623750.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -623841.375000 Penalty: 2780.271484
	Iteration 11Q: 3 clusters Score -623841.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -623894.437500 Penalty: 2780.271484
	Iteration 12Q: 3 clusters Score -623894.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -623932.625000 Penalty: 2780.271484
	Iteration 13Q: 3 clusters Score -623932.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -623967.687500 Penalty: 2780.271484
	Iteration 14Q: 3 clusters Score -623967.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -623986.312500 Penalty: 2780.271484
	Iteration 15Q: 3 clusters Score -623986.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -624001.312500 Penalty: 2780.271484
	Iteration 16Q: 3 clusters Score -624001.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -624013.500000 Penalty: 2780.271484
	Iteration 17Q: 3 clusters Score -624013.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -624020.375000 Penalty: 2780.271484
	Iteration 18Q: 3 clusters Score -624020.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -624025.312500 Penalty: 2780.271484
	Iteration 19Q: 3 clusters Score -624025.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -624028.000000 Penalty: 2780.271484
	Iteration 20F: 3 clusters Score -624028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -624029.312500 Penalty: 2780.271484
	Iteration 21Q: 3 clusters Score -624029.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -624034.062500 Penalty: 2780.271484
	Iteration 22Q: 3 clusters Score -624034.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -624037.437500 Penalty: 2780.271484
	Iteration 23Q: 3 clusters Score -624037.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -624040.437500 Penalty: 2780.271484
	Iteration 24Q: 3 clusters Score -624040.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -624042.000000 Penalty: 2780.271484
	Iteration 25Q: 3 clusters Score -624042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -624042.250000 Penalty: 2780.271484
	Iteration 26Q: 3 clusters Score -624042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -624043.250000 Penalty: 2780.271484
	Iteration 27Q: 3 clusters Score -624043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -624044.812500 Penalty: 2780.271484
	Iteration 28Q: 3 clusters Score -624044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -624046.687500 Penalty: 2780.271484
	Iteration 29Q: 3 clusters Score -624046.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -624048.500000 Penalty: 2780.271484
	Iteration 30Q: 3 clusters Score -624048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -624048.750000 Penalty: 2780.271484
	Iteration 31Q: 3 clusters Score -624048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -624049.375000 Penalty: 2780.271484
	Iteration 32Q: 3 clusters Score -624049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -624050.687500 Penalty: 2780.271484
	Iteration 33Q: 3 clusters Score -624050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -624051.312500 Penalty: 2780.271484
	Iteration 34Q: 3 clusters Score -624051.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -624052.000000 Penalty: 2780.271484
	Iteration 35Q: 3 clusters Score -624052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -624053.125000 Penalty: 2780.271484
	Iteration 36Q: 3 clusters Score -624053.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -624055.062500 Penalty: 2780.271484
	Iteration 37Q: 3 clusters Score -624055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -624057.000000 Penalty: 2780.271484
	Iteration 38Q: 3 clusters Score -624057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -624058.062500 Penalty: 2780.271484
	Iteration 39Q: 3 clusters Score -624058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -624060.062500 Penalty: 2780.271484
	Iteration 40F: 3 clusters Score -624060.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -624065.812500 Penalty: 2780.271484
	Iteration 41Q: 3 clusters Score -624065.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -624068.937500 Penalty: 2780.271484
	Iteration 42Q: 3 clusters Score -624068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -624070.125000 Penalty: 2780.271484
	Iteration 43Q: 3 clusters Score -624070.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -624071.500000 Penalty: 2780.271484
	Iteration 44Q: 3 clusters Score -624071.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -624073.312500 Penalty: 2780.271484
	Iteration 45Q: 3 clusters Score -624073.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -624076.812500 Penalty: 2780.271484
	Iteration 46Q: 3 clusters Score -624076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -624080.312500 Penalty: 2780.271484
	Iteration 47Q: 3 clusters Score -624080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -624081.312500 Penalty: 2780.271484
	Iteration 48Q: 3 clusters Score -624081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -624082.750000 Penalty: 2780.271484
	Iteration 49Q: 3 clusters Score -624082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -624084.812500 Penalty: 2780.271484
	Iteration 50Q: 3 clusters Score -624084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -624086.687500 Penalty: 2780.271484
	Iteration 51Q: 3 clusters Score -624086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -624086.875000 Penalty: 2780.271484
	Iteration 52Q: 3 clusters Score -624086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -624088.812500 Penalty: 2780.271484
	Iteration 53Q: 3 clusters Score -624088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -624090.312500 Penalty: 2780.271484
	Iteration 54Q: 3 clusters Score -624090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -624090.687500 Penalty: 2780.271484
	Iteration 55Q: 3 clusters Score -624090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -624092.375000 Penalty: 2780.271484
	Iteration 56Q: 3 clusters Score -624092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -624091.812500 Penalty: 2780.271484
	Iteration 57Q: 3 clusters Score -624091.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -624095.562500 Penalty: 2780.271484
	Iteration 58Q: 3 clusters Score -624095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -624097.750000 Penalty: 2780.271484
	Iteration 59Q: 3 clusters Score -624097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -624099.875000 Penalty: 2780.271484
	Iteration 60F: 3 clusters Score -624099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -624100.437500 Penalty: 2780.271484
	Iteration 61Q: 3 clusters Score -624100.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -624103.062500 Penalty: 2780.271484
	Iteration 62Q: 3 clusters Score -624103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -624105.687500 Penalty: 2780.271484
	Iteration 63Q: 3 clusters Score -624105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -624108.875000 Penalty: 2780.271484
	Iteration 64Q: 3 clusters Score -624108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -624109.375000 Penalty: 2780.271484
	Iteration 65Q: 3 clusters Score -624109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -624111.125000 Penalty: 2780.271484
	Iteration 66Q: 3 clusters Score -624111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -624112.125000 Penalty: 2780.271484
	Iteration 67Q: 3 clusters Score -624112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -624112.125000 Penalty: 2780.271484
	Iteration 68F: 3 clusters Score -624112.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30365.167969 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30365.17 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 187 members 
Entering Unmasked Estep 
Score: -29577.699219 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29577.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29912.214844 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -29912.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30071.152344 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -30071.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30173.458984 Penalty: 1925.383179
	Iteration 3F: 3 clusters Score -30173.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30233.445312 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -30233.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30248.863281 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30248.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30248.863281 Penalty: 1925.383179
	Iteration 6F: 3 clusters Score -30248.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Entering Unmasked Estep 
Score: -420852.593750 Penalty: 1332.457520
	Iteration 0F: 2 clusters Score -420852.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -417749.593750 Penalty: 2664.915039
	Iteration 0F: 3 clusters Score -417749.6 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -418644.906250 Penalty: 2664.915039
	Iteration 1F: 3 clusters Score -418644.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -418912.718750 Penalty: 2664.915039
	Iteration 2F: 3 clusters Score -418912.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -419111.312500 Penalty: 2664.915039
	Iteration 3F: 3 clusters Score -419111.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -419351.718750 Penalty: 2664.915039
	Iteration 4F: 3 clusters Score -419351.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -419560.562500 Penalty: 2664.915039
	Iteration 5F: 3 clusters Score -419560.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -419768.937500 Penalty: 2664.915039
	Iteration 6F: 3 clusters Score -419768.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -419985.281250 Penalty: 2664.915039
	Iteration 7F: 3 clusters Score -419985.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -420147.218750 Penalty: 2664.915039
	Iteration 8Q: 3 clusters Score -420147.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -420261.843750 Penalty: 2664.915039
	Iteration 9Q: 3 clusters Score -420261.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -420336.781250 Penalty: 2664.915039
	Iteration 10Q: 3 clusters Score -420336.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -420381.125000 Penalty: 2664.915039
	Iteration 11Q: 3 clusters Score -420381.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -420403.937500 Penalty: 2664.915039
	Iteration 12Q: 3 clusters Score -420403.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -420416.593750 Penalty: 2664.915039
	Iteration 13Q: 3 clusters Score -420416.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -420422.437500 Penalty: 2664.915039
	Iteration 14Q: 3 clusters Score -420422.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -420427.625000 Penalty: 2664.915039
	Iteration 15Q: 3 clusters Score -420427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -420430.750000 Penalty: 2664.915039
	Iteration 16Q: 3 clusters Score -420430.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -420435.437500 Penalty: 2664.915039
	Iteration 17Q: 3 clusters Score -420435.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -420440.812500 Penalty: 2664.915039
	Iteration 18Q: 3 clusters Score -420440.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -420443.687500 Penalty: 2664.915039
	Iteration 19Q: 3 clusters Score -420443.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -420447.500000 Penalty: 2664.915039
	Iteration 20F: 3 clusters Score -420447.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -420448.375000 Penalty: 2664.915039
	Iteration 21Q: 3 clusters Score -420448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -420450.031250 Penalty: 2664.915039
	Iteration 22Q: 3 clusters Score -420450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -420450.937500 Penalty: 2664.915039
	Iteration 23Q: 3 clusters Score -420450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -420451.562500 Penalty: 2664.915039
	Iteration 24Q: 3 clusters Score -420451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -420452.687500 Penalty: 2664.915039
	Iteration 25Q: 3 clusters Score -420452.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -420454.000000 Penalty: 2664.915039
	Iteration 26Q: 3 clusters Score -420454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -420453.750000 Penalty: 2664.915039
	Iteration 27Q: 3 clusters Score -420453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -420455.406250 Penalty: 2664.915039
	Iteration 28Q: 3 clusters Score -420455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -420454.593750 Penalty: 2664.915039
	Iteration 29Q: 3 clusters Score -420454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -420455.875000 Penalty: 2664.915039
	Iteration 30Q: 3 clusters Score -420455.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -420455.875000 Penalty: 2664.915039
	Iteration 31F: 3 clusters Score -420455.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -388012.093750 Penalty: 1317.944336
	Iteration 0F: 2 clusters Score -388012.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -385061.656250 Penalty: 2635.888672
	Iteration 0F: 3 clusters Score -385061.7 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -385855.312500 Penalty: 2635.888672
	Iteration 1F: 3 clusters Score -385855.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -386110.875000 Penalty: 2635.888672
	Iteration 2F: 3 clusters Score -386110.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -386310.125000 Penalty: 2635.888672
	Iteration 3F: 3 clusters Score -386310.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -386470.593750 Penalty: 2635.888672
	Iteration 4F: 3 clusters Score -386470.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -386629.625000 Penalty: 2635.888672
	Iteration 5Q: 3 clusters Score -386629.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -386768.593750 Penalty: 2635.888672
	Iteration 6Q: 3 clusters Score -386768.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -386888.000000 Penalty: 2635.888672
	Iteration 7Q: 3 clusters Score -386888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -386964.750000 Penalty: 2635.888672
	Iteration 8Q: 3 clusters Score -386964.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -387023.906250 Penalty: 2635.888672
	Iteration 9Q: 3 clusters Score -387023.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -387063.593750 Penalty: 2635.888672
	Iteration 10Q: 3 clusters Score -387063.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -387091.312500 Penalty: 2635.888672
	Iteration 11Q: 3 clusters Score -387091.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -387115.500000 Penalty: 2635.888672
	Iteration 12Q: 3 clusters Score -387115.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -387126.062500 Penalty: 2635.888672
	Iteration 13Q: 3 clusters Score -387126.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -387135.843750 Penalty: 2635.888672
	Iteration 14Q: 3 clusters Score -387135.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -387142.312500 Penalty: 2635.888672
	Iteration 15Q: 3 clusters Score -387142.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -387145.656250 Penalty: 2635.888672
	Iteration 16Q: 3 clusters Score -387145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -387146.437500 Penalty: 2635.888672
	Iteration 17Q: 3 clusters Score -387146.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -387149.250000 Penalty: 2635.888672
	Iteration 18Q: 3 clusters Score -387149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -387150.562500 Penalty: 2635.888672
	Iteration 19Q: 3 clusters Score -387150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -387151.031250 Penalty: 2635.888672
	Iteration 20F: 3 clusters Score -387151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -387152.718750 Penalty: 2635.888672
	Iteration 21Q: 3 clusters Score -387152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -387154.343750 Penalty: 2635.888672
	Iteration 22Q: 3 clusters Score -387154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -387155.187500 Penalty: 2635.888672
	Iteration 23Q: 3 clusters Score -387155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -387155.281250 Penalty: 2635.888672
	Iteration 24Q: 3 clusters Score -387155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -387156.375000 Penalty: 2635.888672
	Iteration 25Q: 3 clusters Score -387156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -387157.312500 Penalty: 2635.888672
	Iteration 26Q: 3 clusters Score -387157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -387157.312500 Penalty: 2635.888672
	Iteration 27F: 3 clusters Score -387157.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Entering Unmasked Estep 
Score: -1196052.000000 Penalty: 1496.045288
	Iteration 0F: 2 clusters Score -1196052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1188964.750000 Penalty: 2992.090576
	Iteration 0F: 3 clusters Score -1188965 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1191388.125000 Penalty: 2992.090576
	Iteration 1F: 3 clusters Score -1191388 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1191924.125000 Penalty: 2992.090576
	Iteration 2F: 3 clusters Score -1191924 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1192622.250000 Penalty: 2992.090576
	Iteration 3F: 3 clusters Score -1192622 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1193478.750000 Penalty: 2992.090576
	Iteration 4F: 3 clusters Score -1193479 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1194142.000000 Penalty: 2992.090576
	Iteration 5F: 3 clusters Score -1194142 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1194585.750000 Penalty: 2992.090576
	Iteration 6F: 3 clusters Score -1194586 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1194813.375000 Penalty: 2992.090576
	Iteration 7Q: 3 clusters Score -1194813 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1194906.750000 Penalty: 2992.090576
	Iteration 8Q: 3 clusters Score -1194907 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1194957.125000 Penalty: 2992.090576
	Iteration 9Q: 3 clusters Score -1194957 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1194988.625000 Penalty: 2992.090576
	Iteration 10Q: 3 clusters Score -1194989 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1195013.250000 Penalty: 2992.090576
	Iteration 11Q: 3 clusters Score -1195013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1195034.625000 Penalty: 2992.090576
	Iteration 12Q: 3 clusters Score -1195035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1195056.000000 Penalty: 2992.090576
	Iteration 13Q: 3 clusters Score -1195056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1195079.750000 Penalty: 2992.090576
	Iteration 14Q: 3 clusters Score -1195080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1195097.375000 Penalty: 2992.090576
	Iteration 15Q: 3 clusters Score -1195097 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1195114.875000 Penalty: 2992.090576
	Iteration 16Q: 3 clusters Score -1195115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1195125.500000 Penalty: 2992.090576
	Iteration 17Q: 3 clusters Score -1195126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1195142.375000 Penalty: 2992.090576
	Iteration 18Q: 3 clusters Score -1195142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1195160.000000 Penalty: 2992.090576
	Iteration 19Q: 3 clusters Score -1195160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1195183.750000 Penalty: 2992.090576
	Iteration 20F: 3 clusters Score -1195184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1195201.375000 Penalty: 2992.090576
	Iteration 21Q: 3 clusters Score -1195201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1195222.250000 Penalty: 2992.090576
	Iteration 22Q: 3 clusters Score -1195222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1195238.500000 Penalty: 2992.090576
	Iteration 23Q: 3 clusters Score -1195238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1195244.625000 Penalty: 2992.090576
	Iteration 24Q: 3 clusters Score -1195245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1195252.125000 Penalty: 2992.090576
	Iteration 25Q: 3 clusters Score -1195252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1195259.750000 Penalty: 2992.090576
	Iteration 26Q: 3 clusters Score -1195260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1195265.750000 Penalty: 2992.090576
	Iteration 27Q: 3 clusters Score -1195266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1195270.500000 Penalty: 2992.090576
	Iteration 28Q: 3 clusters Score -1195270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1195276.875000 Penalty: 2992.090576
	Iteration 29Q: 3 clusters Score -1195277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1195281.250000 Penalty: 2992.090576
	Iteration 30Q: 3 clusters Score -1195281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1195285.375000 Penalty: 2992.090576
	Iteration 31Q: 3 clusters Score -1195285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1195296.750000 Penalty: 2992.090576
	Iteration 32Q: 3 clusters Score -1195297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1195299.875000 Penalty: 2992.090576
	Iteration 33Q: 3 clusters Score -1195300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1195302.875000 Penalty: 2992.090576
	Iteration 34Q: 3 clusters Score -1195303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1195304.875000 Penalty: 2992.090576
	Iteration 35Q: 3 clusters Score -1195305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1195307.500000 Penalty: 2992.090576
	Iteration 36Q: 3 clusters Score -1195308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1195308.500000 Penalty: 2992.090576
	Iteration 37Q: 3 clusters Score -1195308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1195307.875000 Penalty: 2992.090576
	Iteration 38Q: 3 clusters Score -1195308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1195308.125000 Penalty: 2992.090576
	Iteration 39Q: 3 clusters Score -1195308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1195309.375000 Penalty: 2992.090576
	Iteration 40F: 3 clusters Score -1195309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1195311.125000 Penalty: 2992.090576
	Iteration 41Q: 3 clusters Score -1195311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1195314.625000 Penalty: 2992.090576
	Iteration 42Q: 3 clusters Score -1195315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1195315.375000 Penalty: 2992.090576
	Iteration 43Q: 3 clusters Score -1195315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1195317.000000 Penalty: 2992.090576
	Iteration 44Q: 3 clusters Score -1195317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1195316.750000 Penalty: 2992.090576
	Iteration 45Q: 3 clusters Score -1195317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1195321.375000 Penalty: 2992.090576
	Iteration 46Q: 3 clusters Score -1195321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1195321.125000 Penalty: 2992.090576
	Iteration 47Q: 3 clusters Score -1195321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1195318.750000 Penalty: 2992.090576
	Iteration 48Q: 3 clusters Score -1195319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1195322.000000 Penalty: 2992.090576
	Iteration 49Q: 3 clusters Score -1195322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1195322.500000 Penalty: 2992.090576
	Iteration 50Q: 3 clusters Score -1195322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1195322.500000 Penalty: 2992.090576
	Iteration 51Q: 3 clusters Score -1195322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1195323.625000 Penalty: 2992.090576
	Iteration 52Q: 3 clusters Score -1195324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1195323.500000 Penalty: 2992.090576
	Iteration 53Q: 3 clusters Score -1195324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1195323.375000 Penalty: 2992.090576
	Iteration 54Q: 3 clusters Score -1195323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1195323.500000 Penalty: 2992.090576
	Iteration 55Q: 3 clusters Score -1195324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1195325.875000 Penalty: 2992.090576
	Iteration 56Q: 3 clusters Score -1195326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1195324.625000 Penalty: 2992.090576
	Iteration 57Q: 3 clusters Score -1195325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1195326.750000 Penalty: 2992.090576
	Iteration 58Q: 3 clusters Score -1195327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1195326.750000 Penalty: 2992.090576
	Iteration 59F: 3 clusters Score -1195327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (96042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Entering Unmasked Estep 
Score: -11845890.000000 Penalty: 1864.287842
	Iteration 0F: 2 clusters Score -1.184589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -11783393.000000 Penalty: 3728.575684
	Iteration 0F: 3 clusters Score -1.178339e+07 nChanged 45639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -11809703.000000 Penalty: 3728.575684
	Iteration 1F: 3 clusters Score -1.18097e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -11810272.000000 Penalty: 3728.575684
	Iteration 2Q: 3 clusters Score -1.181027e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -11811020.000000 Penalty: 3728.575684
	Iteration 3Q: 3 clusters Score -1.181102e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -11811919.000000 Penalty: 3728.575684
	Iteration 4Q: 3 clusters Score -1.181192e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -11813416.000000 Penalty: 3728.575684
	Iteration 5Q: 3 clusters Score -1.181342e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -11815918.000000 Penalty: 3728.575684
	Iteration 6Q: 3 clusters Score -1.181592e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -11820248.000000 Penalty: 3728.575684
	Iteration 7F: 3 clusters Score -1.182025e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -11826410.000000 Penalty: 3728.575684
	Iteration 8F: 3 clusters Score -1.182641e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -11832696.000000 Penalty: 3728.575684
	Iteration 9F: 3 clusters Score -1.18327e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -11837256.000000 Penalty: 3728.575684
	Iteration 10F: 3 clusters Score -1.183726e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -11839827.000000 Penalty: 3728.575684
	Iteration 11Q: 3 clusters Score -1.183983e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -11841150.000000 Penalty: 3728.575684
	Iteration 12Q: 3 clusters Score -1.184115e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -11841885.000000 Penalty: 3728.575684
	Iteration 13Q: 3 clusters Score -1.184188e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -11842460.000000 Penalty: 3728.575684
	Iteration 14Q: 3 clusters Score -1.184246e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -11842938.000000 Penalty: 3728.575684
	Iteration 15Q: 3 clusters Score -1.184294e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -11843341.000000 Penalty: 3728.575684
	Iteration 16Q: 3 clusters Score -1.184334e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 90212 members 
Entering Unmasked Estep 
Score: -11843643.000000 Penalty: 3728.575684
	Iteration 17Q: 3 clusters Score -1.184364e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -11843771.000000 Penalty: 3728.575684
	Iteration 18Q: 3 clusters Score -1.184377e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -11843898.000000 Penalty: 3728.575684
	Iteration 19Q: 3 clusters Score -1.18439e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -11843971.000000 Penalty: 3728.575684
	Iteration 20F: 3 clusters Score -1.184397e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 92392 members 
Entering Unmasked Estep 
Score: -11844063.000000 Penalty: 3728.575684
	Iteration 21Q: 3 clusters Score -1.184406e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -11844138.000000 Penalty: 3728.575684
	Iteration 22Q: 3 clusters Score -1.184414e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -11844225.000000 Penalty: 3728.575684
	Iteration 23Q: 3 clusters Score -1.184422e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -11844294.000000 Penalty: 3728.575684
	Iteration 24Q: 3 clusters Score -1.184429e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -11844325.000000 Penalty: 3728.575684
	Iteration 25Q: 3 clusters Score -1.184432e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -11844375.000000 Penalty: 3728.575684
	Iteration 26Q: 3 clusters Score -1.184438e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 93760 members 
Entering Unmasked Estep 
Score: -11844397.000000 Penalty: 3728.575684
	Iteration 27Q: 3 clusters Score -1.18444e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -11844422.000000 Penalty: 3728.575684
	Iteration 28Q: 3 clusters Score -1.184442e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 93967 members 
Entering Unmasked Estep 
Score: -11844416.000000 Penalty: 3728.575684
	Iteration 29Q: 3 clusters Score -1.184442e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -11844435.000000 Penalty: 3728.575684
	Iteration 30Q: 3 clusters Score -1.184444e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 94110 members 
Entering Unmasked Estep 
Score: -11844433.000000 Penalty: 3728.575684
	Iteration 31Q: 3 clusters Score -1.184443e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
Score: -11844429.000000 Penalty: 3728.575684
	Iteration 32Q: 3 clusters Score -1.184443e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -11844438.000000 Penalty: 3728.575684
	Iteration 33Q: 3 clusters Score -1.184444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -11844432.000000 Penalty: 3728.575684
	Iteration 34Q: 3 clusters Score -1.184443e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 94271 members 
Entering Unmasked Estep 
Score: -11844451.000000 Penalty: 3728.575684
	Iteration 35Q: 3 clusters Score -1.184445e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -11844460.000000 Penalty: 3728.575684
	Iteration 36Q: 3 clusters Score -1.184446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 94328 members 
Entering Unmasked Estep 
Score: -11844450.000000 Penalty: 3728.575684
	Iteration 37Q: 3 clusters Score -1.184445e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -11844447.000000 Penalty: 3728.575684
	Iteration 38Q: 3 clusters Score -1.184445e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 94405 members 
Entering Unmasked Estep 
Score: -11844459.000000 Penalty: 3728.575684
	Iteration 39Q: 3 clusters Score -1.184446e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 94437 members 
Entering Unmasked Estep 
Score: -11844475.000000 Penalty: 3728.575684
	Iteration 40F: 3 clusters Score -1.184448e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -11844470.000000 Penalty: 3728.575684
	Iteration 41Q: 3 clusters Score -1.184447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 94487 members 
Entering Unmasked Estep 
Score: -11844458.000000 Penalty: 3728.575684
	Iteration 42Q: 3 clusters Score -1.184446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -11844475.000000 Penalty: 3728.575684
	Iteration 43Q: 3 clusters Score -1.184448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -11844471.000000 Penalty: 3728.575684
	Iteration 44Q: 3 clusters Score -1.184447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 94513 members 
Entering Unmasked Estep 
Score: -11844463.000000 Penalty: 3728.575684
	Iteration 45Q: 3 clusters Score -1.184446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 94528 members 
Entering Unmasked Estep 
Score: -11844473.000000 Penalty: 3728.575684
	Iteration 46Q: 3 clusters Score -1.184447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -11844477.000000 Penalty: 3728.575684
	Iteration 47Q: 3 clusters Score -1.184448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -11844496.000000 Penalty: 3728.575684
	Iteration 48Q: 3 clusters Score -1.18445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -11844513.000000 Penalty: 3728.575684
	Iteration 49Q: 3 clusters Score -1.184451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -11844505.000000 Penalty: 3728.575684
	Iteration 50Q: 3 clusters Score -1.18445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 94588 members 
Entering Unmasked Estep 
Score: -11844513.000000 Penalty: 3728.575684
	Iteration 51Q: 3 clusters Score -1.184451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -11844513.000000 Penalty: 3728.575684
	Iteration 52Q: 3 clusters Score -1.184451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -11844517.000000 Penalty: 3728.575684
	Iteration 53Q: 3 clusters Score -1.184452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -11844510.000000 Penalty: 3728.575684
	Iteration 54Q: 3 clusters Score -1.184451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -11844510.000000 Penalty: 3728.575684
	Iteration 55Q: 3 clusters Score -1.184451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 94613 members 
Entering Unmasked Estep 
Score: -11844511.000000 Penalty: 3728.575684
	Iteration 56Q: 3 clusters Score -1.184451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -11844514.000000 Penalty: 3728.575684
	Iteration 57Q: 3 clusters Score -1.184451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -11844516.000000 Penalty: 3728.575684
	Iteration 58Q: 3 clusters Score -1.184452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 94631 members 
Entering Unmasked Estep 
Score: -11844517.000000 Penalty: 3728.575684
	Iteration 59Q: 3 clusters Score -1.184452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 94636 members 
Entering Unmasked Estep 
Score: -11844517.000000 Penalty: 3728.575684
	Iteration 60F: 3 clusters Score -1.184452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 94644 members 
Entering Unmasked Estep 
Score: -11844512.000000 Penalty: 3728.575684
	Iteration 61Q: 3 clusters Score -1.184451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 94644 members 
Entering Unmasked Estep 
Score: -11844508.000000 Penalty: 3728.575684
	Iteration 62Q: 3 clusters Score -1.184451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 94646 members 
Entering Unmasked Estep 
Score: -11844503.000000 Penalty: 3728.575684
	Iteration 63Q: 3 clusters Score -1.18445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 94646 members 
Entering Unmasked Estep 
Score: -11844503.000000 Penalty: 3728.575684
	Iteration 64F: 3 clusters Score -1.18445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Entering Unmasked Estep 
Score: -942203.187500 Penalty: 1452.745728
	Iteration 0F: 2 clusters Score -942203.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -936545.687500 Penalty: 2905.491455
	Iteration 0F: 3 clusters Score -936545.7 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -938227.812500 Penalty: 2905.491455
	Iteration 1F: 3 clusters Score -938227.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -938416.750000 Penalty: 2905.491455
	Iteration 2F: 3 clusters Score -938416.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -938543.187500 Penalty: 2905.491455
	Iteration 3Q: 3 clusters Score -938543.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -938641.375000 Penalty: 2905.491455
	Iteration 4Q: 3 clusters Score -938641.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -938722.125000 Penalty: 2905.491455
	Iteration 5Q: 3 clusters Score -938722.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -938796.562500 Penalty: 2905.491455
	Iteration 6Q: 3 clusters Score -938796.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -938885.625000 Penalty: 2905.491455
	Iteration 7Q: 3 clusters Score -938885.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -938966.687500 Penalty: 2905.491455
	Iteration 8Q: 3 clusters Score -938966.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -939048.812500 Penalty: 2905.491455
	Iteration 9Q: 3 clusters Score -939048.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -939136.187500 Penalty: 2905.491455
	Iteration 10Q: 3 clusters Score -939136.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -939244.187500 Penalty: 2905.491455
	Iteration 11Q: 3 clusters Score -939244.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -939382.812500 Penalty: 2905.491455
	Iteration 12Q: 3 clusters Score -939382.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -939529.437500 Penalty: 2905.491455
	Iteration 13Q: 3 clusters Score -939529.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -939705.625000 Penalty: 2905.491455
	Iteration 14Q: 3 clusters Score -939705.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -939953.375000 Penalty: 2905.491455
	Iteration 15Q: 3 clusters Score -939953.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -940196.000000 Penalty: 2905.491455
	Iteration 16Q: 3 clusters Score -940196 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -940367.500000 Penalty: 2905.491455
	Iteration 17Q: 3 clusters Score -940367.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -940483.125000 Penalty: 2905.491455
	Iteration 18Q: 3 clusters Score -940483.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -940566.437500 Penalty: 2905.491455
	Iteration 19Q: 3 clusters Score -940566.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -940623.437500 Penalty: 2905.491455
	Iteration 20F: 3 clusters Score -940623.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -940674.437500 Penalty: 2905.491455
	Iteration 21Q: 3 clusters Score -940674.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -940716.437500 Penalty: 2905.491455
	Iteration 22Q: 3 clusters Score -940716.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -940753.812500 Penalty: 2905.491455
	Iteration 23Q: 3 clusters Score -940753.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -940778.125000 Penalty: 2905.491455
	Iteration 24Q: 3 clusters Score -940778.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -940803.937500 Penalty: 2905.491455
	Iteration 25Q: 3 clusters Score -940803.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -940823.812500 Penalty: 2905.491455
	Iteration 26Q: 3 clusters Score -940823.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -940839.125000 Penalty: 2905.491455
	Iteration 27Q: 3 clusters Score -940839.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -940845.625000 Penalty: 2905.491455
	Iteration 28Q: 3 clusters Score -940845.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -940849.000000 Penalty: 2905.491455
	Iteration 29Q: 3 clusters Score -940849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -940853.125000 Penalty: 2905.491455
	Iteration 30Q: 3 clusters Score -940853.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -940858.437500 Penalty: 2905.491455
	Iteration 31Q: 3 clusters Score -940858.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -940863.875000 Penalty: 2905.491455
	Iteration 32Q: 3 clusters Score -940863.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -940865.937500 Penalty: 2905.491455
	Iteration 33Q: 3 clusters Score -940865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -940867.625000 Penalty: 2905.491455
	Iteration 34Q: 3 clusters Score -940867.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -940869.437500 Penalty: 2905.491455
	Iteration 35Q: 3 clusters Score -940869.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -940873.937500 Penalty: 2905.491455
	Iteration 36Q: 3 clusters Score -940873.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -940878.125000 Penalty: 2905.491455
	Iteration 37Q: 3 clusters Score -940878.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -940881.000000 Penalty: 2905.491455
	Iteration 38Q: 3 clusters Score -940881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -940885.000000 Penalty: 2905.491455
	Iteration 39Q: 3 clusters Score -940885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -940889.937500 Penalty: 2905.491455
	Iteration 40F: 3 clusters Score -940889.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -940893.937500 Penalty: 2905.491455
	Iteration 41Q: 3 clusters Score -940893.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -940899.000000 Penalty: 2905.491455
	Iteration 42Q: 3 clusters Score -940899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -940905.250000 Penalty: 2905.491455
	Iteration 43Q: 3 clusters Score -940905.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -940908.187500 Penalty: 2905.491455
	Iteration 44Q: 3 clusters Score -940908.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -940909.500000 Penalty: 2905.491455
	Iteration 45Q: 3 clusters Score -940909.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -940913.812500 Penalty: 2905.491455
	Iteration 46Q: 3 clusters Score -940913.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -940915.687500 Penalty: 2905.491455
	Iteration 47Q: 3 clusters Score -940915.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -940918.062500 Penalty: 2905.491455
	Iteration 48Q: 3 clusters Score -940918.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -940918.500000 Penalty: 2905.491455
	Iteration 49Q: 3 clusters Score -940918.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -940920.062500 Penalty: 2905.491455
	Iteration 50Q: 3 clusters Score -940920.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -940920.062500 Penalty: 2905.491455
	Iteration 51F: 3 clusters Score -940920.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -339882.937500 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -339882.9 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 1421 members 
Entering Unmasked Estep 
Score: -337155.375000 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -337155.4 nChanged 1127
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: -337841.812500 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -337841.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -338054.625000 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -338054.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -338283.468750 Penalty: 2592.281982
	Iteration 3F: 3 clusters Score -338283.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -338540.625000 Penalty: 2592.281982
	Iteration 4F: 3 clusters Score -338540.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -338795.843750 Penalty: 2592.281982
	Iteration 5F: 3 clusters Score -338795.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -338999.593750 Penalty: 2592.281982
	Iteration 6F: 3 clusters Score -338999.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -339127.375000 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -339127.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -339186.375000 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -339186.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -339222.500000 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -339222.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -339245.156250 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -339245.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -339263.156250 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -339263.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -339274.656250 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -339274.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -339280.687500 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -339280.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -339282.656250 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -339282.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -339288.093750 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -339288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -339290.375000 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -339290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -339291.375000 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -339291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -339293.906250 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -339293.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -339296.781250 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -339296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -339300.218750 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -339300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -339301.343750 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -339301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -339304.937500 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -339304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -339307.156250 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -339307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -339308.000000 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -339308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -339310.312500 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -339310.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -339314.750000 Penalty: 2592.281982
	Iteration 26Q: 3 clusters Score -339314.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -339318.156250 Penalty: 2592.281982
	Iteration 27Q: 3 clusters Score -339318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -339320.531250 Penalty: 2592.281982
	Iteration 28Q: 3 clusters Score -339320.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -339324.906250 Penalty: 2592.281982
	Iteration 29Q: 3 clusters Score -339324.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -339329.343750 Penalty: 2592.281982
	Iteration 30Q: 3 clusters Score -339329.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -339335.812500 Penalty: 2592.281982
	Iteration 31Q: 3 clusters Score -339335.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -339341.968750 Penalty: 2592.281982
	Iteration 32Q: 3 clusters Score -339342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -339346.812500 Penalty: 2592.281982
	Iteration 33Q: 3 clusters Score -339346.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -339353.093750 Penalty: 2592.281982
	Iteration 34Q: 3 clusters Score -339353.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -339362.718750 Penalty: 2592.281982
	Iteration 35Q: 3 clusters Score -339362.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -339372.218750 Penalty: 2592.281982
	Iteration 36Q: 3 clusters Score -339372.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -339385.375000 Penalty: 2592.281982
	Iteration 37Q: 3 clusters Score -339385.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -339400.312500 Penalty: 2592.281982
	Iteration 38Q: 3 clusters Score -339400.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -339418.500000 Penalty: 2592.281982
	Iteration 39Q: 3 clusters Score -339418.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -339439.906250 Penalty: 2592.281982
	Iteration 40F: 3 clusters Score -339439.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -339465.250000 Penalty: 2592.281982
	Iteration 41Q: 3 clusters Score -339465.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -339503.125000 Penalty: 2592.281982
	Iteration 42Q: 3 clusters Score -339503.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -339532.843750 Penalty: 2592.281982
	Iteration 43Q: 3 clusters Score -339532.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -339575.062500 Penalty: 2592.281982
	Iteration 44Q: 3 clusters Score -339575.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -339625.906250 Penalty: 2592.281982
	Iteration 45Q: 3 clusters Score -339625.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -339657.687500 Penalty: 2592.281982
	Iteration 46Q: 3 clusters Score -339657.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -339674.218750 Penalty: 2592.281982
	Iteration 47Q: 3 clusters Score -339674.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -339685.375000 Penalty: 2592.281982
	Iteration 48Q: 3 clusters Score -339685.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -339690.500000 Penalty: 2592.281982
	Iteration 49Q: 3 clusters Score -339690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -339692.750000 Penalty: 2592.281982
	Iteration 50Q: 3 clusters Score -339692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -339693.906250 Penalty: 2592.281982
	Iteration 51Q: 3 clusters Score -339693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -339694.781250 Penalty: 2592.281982
	Iteration 52Q: 3 clusters Score -339694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -339695.718750 Penalty: 2592.281982
	Iteration 53Q: 3 clusters Score -339695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -339695.718750 Penalty: 2592.281982
	Iteration 54Q: 3 clusters Score -339695.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -339695.718750 Penalty: 2592.281982
	Iteration 55F: 3 clusters Score -339695.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -192119.062500 Penalty: 1212.048950
	Iteration 0F: 2 clusters Score -192119.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -190184.062500 Penalty: 2424.097900
	Iteration 0F: 3 clusters Score -190184.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -190660.562500 Penalty: 2424.097900
	Iteration 1F: 3 clusters Score -190660.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -190963.062500 Penalty: 2424.097900
	Iteration 2F: 3 clusters Score -190963.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -191241.250000 Penalty: 2424.097900
	Iteration 3F: 3 clusters Score -191241.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -191485.359375 Penalty: 2424.097900
	Iteration 4F: 3 clusters Score -191485.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -191706.437500 Penalty: 2424.097900
	Iteration 5F: 3 clusters Score -191706.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -191869.515625 Penalty: 2424.097900
	Iteration 6F: 3 clusters Score -191869.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -191969.453125 Penalty: 2424.097900
	Iteration 7Q: 3 clusters Score -191969.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -192036.296875 Penalty: 2424.097900
	Iteration 8Q: 3 clusters Score -192036.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -192101.781250 Penalty: 2424.097900
	Iteration 9Q: 3 clusters Score -192101.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -192152.796875 Penalty: 2424.097900
	Iteration 10Q: 3 clusters Score -192152.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -192180.781250 Penalty: 2424.097900
	Iteration 11Q: 3 clusters Score -192180.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -192199.000000 Penalty: 2424.097900
	Iteration 12Q: 3 clusters Score -192199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -192209.812500 Penalty: 2424.097900
	Iteration 13Q: 3 clusters Score -192209.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -192217.171875 Penalty: 2424.097900
	Iteration 14Q: 3 clusters Score -192217.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -192221.625000 Penalty: 2424.097900
	Iteration 15Q: 3 clusters Score -192221.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -192227.156250 Penalty: 2424.097900
	Iteration 16Q: 3 clusters Score -192227.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -192232.562500 Penalty: 2424.097900
	Iteration 17Q: 3 clusters Score -192232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192237.984375 Penalty: 2424.097900
	Iteration 18Q: 3 clusters Score -192238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -192242.015625 Penalty: 2424.097900
	Iteration 19Q: 3 clusters Score -192242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -192244.906250 Penalty: 2424.097900
	Iteration 20F: 3 clusters Score -192244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -192247.500000 Penalty: 2424.097900
	Iteration 21Q: 3 clusters Score -192247.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -192250.062500 Penalty: 2424.097900
	Iteration 22Q: 3 clusters Score -192250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -192250.859375 Penalty: 2424.097900
	Iteration 23Q: 3 clusters Score -192250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -192251.187500 Penalty: 2424.097900
	Iteration 24Q: 3 clusters Score -192251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -192251.187500 Penalty: 2424.097900
	Iteration 25F: 3 clusters Score -192251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 80914 members 
Mstep: Class 3 contains 84216 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28669 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49119 members 
Mstep: Class 8 contains 93607 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 20399 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 9961 members 
Mstep: Class 20 contains 96042 members 
Mstep: Class 21 contains 7631 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 946 members 
Mstep: Class 24 contains 48629 members 
Mstep: Class 25 contains 41185 members 
Mstep: Class 26 contains 83938 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7682 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6927 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 91904 members 
Mstep: Class 35 contains 789 members 
Entering Unmasked Estep 
Score: -102237144.000000 Penalty: 77592.265625
Splitting cluster 23 changes total score from -102237776.000000 to -102237144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (48629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Entering Unmasked Estep 
Score: -6192656.500000 Penalty: 1753.695923
	Iteration 0F: 2 clusters Score -6192656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -6161003.000000 Penalty: 3507.391846
	Iteration 0F: 3 clusters Score -6161003 nChanged 22782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -6174177.000000 Penalty: 3507.391846
	Iteration 1F: 3 clusters Score -6174177 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -6174772.000000 Penalty: 3507.391846
	Iteration 2Q: 3 clusters Score -6174772 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -6175452.000000 Penalty: 3507.391846
	Iteration 3Q: 3 clusters Score -6175452 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -6176322.500000 Penalty: 3507.391846
	Iteration 4Q: 3 clusters Score -6176322 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -6177570.500000 Penalty: 3507.391846
	Iteration 5F: 3 clusters Score -6177570 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -6179376.000000 Penalty: 3507.391846
	Iteration 6F: 3 clusters Score -6179376 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -6181657.000000 Penalty: 3507.391846
	Iteration 7F: 3 clusters Score -6181657 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -6184206.500000 Penalty: 3507.391846
	Iteration 8F: 3 clusters Score -6184206 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -6186148.500000 Penalty: 3507.391846
	Iteration 9F: 3 clusters Score -6186148 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -6187346.000000 Penalty: 3507.391846
	Iteration 10Q: 3 clusters Score -6187346 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -6188116.500000 Penalty: 3507.391846
	Iteration 11Q: 3 clusters Score -6188116 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -6188666.500000 Penalty: 3507.391846
	Iteration 12Q: 3 clusters Score -6188666 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -6189168.500000 Penalty: 3507.391846
	Iteration 13Q: 3 clusters Score -6189168 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -6189579.000000 Penalty: 3507.391846
	Iteration 14Q: 3 clusters Score -6189579 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -6189893.000000 Penalty: 3507.391846
	Iteration 15Q: 3 clusters Score -6189893 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -6190146.000000 Penalty: 3507.391846
	Iteration 16Q: 3 clusters Score -6190146 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -6190338.500000 Penalty: 3507.391846
	Iteration 17Q: 3 clusters Score -6190338 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -6190491.000000 Penalty: 3507.391846
	Iteration 18Q: 3 clusters Score -6190491 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -6190691.000000 Penalty: 3507.391846
	Iteration 19Q: 3 clusters Score -6190691 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -6190812.500000 Penalty: 3507.391846
	Iteration 20F: 3 clusters Score -6190812 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -6190964.500000 Penalty: 3507.391846
	Iteration 21Q: 3 clusters Score -6190964 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -6191065.000000 Penalty: 3507.391846
	Iteration 22Q: 3 clusters Score -6191065 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -6191151.500000 Penalty: 3507.391846
	Iteration 23Q: 3 clusters Score -6191152 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -6191203.000000 Penalty: 3507.391846
	Iteration 24Q: 3 clusters Score -6191203 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -6191280.500000 Penalty: 3507.391846
	Iteration 25Q: 3 clusters Score -6191280 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -6191317.500000 Penalty: 3507.391846
	Iteration 26Q: 3 clusters Score -6191318 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -6191353.000000 Penalty: 3507.391846
	Iteration 27Q: 3 clusters Score -6191353 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -6191386.000000 Penalty: 3507.391846
	Iteration 28Q: 3 clusters Score -6191386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -6191400.500000 Penalty: 3507.391846
	Iteration 29Q: 3 clusters Score -6191400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -6191402.000000 Penalty: 3507.391846
	Iteration 30Q: 3 clusters Score -6191402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -6191415.500000 Penalty: 3507.391846
	Iteration 31Q: 3 clusters Score -6191416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -6191417.000000 Penalty: 3507.391846
	Iteration 32Q: 3 clusters Score -6191417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -6191422.500000 Penalty: 3507.391846
	Iteration 33Q: 3 clusters Score -6191422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -6191421.500000 Penalty: 3507.391846
	Iteration 34Q: 3 clusters Score -6191422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -6191424.000000 Penalty: 3507.391846
	Iteration 35Q: 3 clusters Score -6191424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -6191428.000000 Penalty: 3507.391846
	Iteration 36Q: 3 clusters Score -6191428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -6191436.000000 Penalty: 3507.391846
	Iteration 37Q: 3 clusters Score -6191436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -6191432.500000 Penalty: 3507.391846
	Iteration 38Q: 3 clusters Score -6191432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -6191436.500000 Penalty: 3507.391846
	Iteration 39Q: 3 clusters Score -6191436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -6191436.000000 Penalty: 3507.391846
	Iteration 40F: 3 clusters Score -6191436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -6191440.000000 Penalty: 3507.391846
	Iteration 41Q: 3 clusters Score -6191440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -6191437.500000 Penalty: 3507.391846
	Iteration 42Q: 3 clusters Score -6191438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -6191438.000000 Penalty: 3507.391846
	Iteration 43Q: 3 clusters Score -6191438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -6191436.500000 Penalty: 3507.391846
	Iteration 44Q: 3 clusters Score -6191436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -6191438.000000 Penalty: 3507.391846
	Iteration 45Q: 3 clusters Score -6191438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -6191437.500000 Penalty: 3507.391846
	Iteration 46Q: 3 clusters Score -6191438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -6191437.500000 Penalty: 3507.391846
	Iteration 47F: 3 clusters Score -6191438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Entering Unmasked Estep 
Score: -5122989.500000 Penalty: 1726.697266
	Iteration 0F: 2 clusters Score -5122990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -5095399.500000 Penalty: 3453.394531
	Iteration 0F: 3 clusters Score -5095400 nChanged 19184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5106080.500000 Penalty: 3453.394531
	Iteration 1F: 3 clusters Score -5106080 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -5106494.500000 Penalty: 3453.394531
	Iteration 2Q: 3 clusters Score -5106494 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -5106905.500000 Penalty: 3453.394531
	Iteration 3Q: 3 clusters Score -5106906 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -5107375.500000 Penalty: 3453.394531
	Iteration 4Q: 3 clusters Score -5107376 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -5108173.500000 Penalty: 3453.394531
	Iteration 5Q: 3 clusters Score -5108174 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -5109360.500000 Penalty: 3453.394531
	Iteration 6F: 3 clusters Score -5109360 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -5110993.000000 Penalty: 3453.394531
	Iteration 7F: 3 clusters Score -5110993 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -5113049.000000 Penalty: 3453.394531
	Iteration 8F: 3 clusters Score -5113049 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -5115284.500000 Penalty: 3453.394531
	Iteration 9F: 3 clusters Score -5115284 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -5117049.500000 Penalty: 3453.394531
	Iteration 10F: 3 clusters Score -5117050 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -5118310.500000 Penalty: 3453.394531
	Iteration 11Q: 3 clusters Score -5118310 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -5119131.000000 Penalty: 3453.394531
	Iteration 12Q: 3 clusters Score -5119131 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5119719.500000 Penalty: 3453.394531
	Iteration 13Q: 3 clusters Score -5119720 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5120164.000000 Penalty: 3453.394531
	Iteration 14Q: 3 clusters Score -5120164 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5120502.000000 Penalty: 3453.394531
	Iteration 15Q: 3 clusters Score -5120502 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5120763.000000 Penalty: 3453.394531
	Iteration 16Q: 3 clusters Score -5120763 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5120960.000000 Penalty: 3453.394531
	Iteration 17Q: 3 clusters Score -5120960 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5121128.000000 Penalty: 3453.394531
	Iteration 18Q: 3 clusters Score -5121128 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5121238.500000 Penalty: 3453.394531
	Iteration 19Q: 3 clusters Score -5121238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5121303.000000 Penalty: 3453.394531
	Iteration 20F: 3 clusters Score -5121303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5121344.500000 Penalty: 3453.394531
	Iteration 21Q: 3 clusters Score -5121344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5121368.500000 Penalty: 3453.394531
	Iteration 22Q: 3 clusters Score -5121368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5121392.500000 Penalty: 3453.394531
	Iteration 23Q: 3 clusters Score -5121392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5121403.500000 Penalty: 3453.394531
	Iteration 24Q: 3 clusters Score -5121404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5121421.500000 Penalty: 3453.394531
	Iteration 25Q: 3 clusters Score -5121422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5121432.500000 Penalty: 3453.394531
	Iteration 26Q: 3 clusters Score -5121432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5121442.500000 Penalty: 3453.394531
	Iteration 27Q: 3 clusters Score -5121442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5121441.000000 Penalty: 3453.394531
	Iteration 28Q: 3 clusters Score -5121441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5121455.000000 Penalty: 3453.394531
	Iteration 29Q: 3 clusters Score -5121455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5121464.500000 Penalty: 3453.394531
	Iteration 30Q: 3 clusters Score -5121464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5121474.000000 Penalty: 3453.394531
	Iteration 31Q: 3 clusters Score -5121474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5121480.500000 Penalty: 3453.394531
	Iteration 32Q: 3 clusters Score -5121480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5121487.000000 Penalty: 3453.394531
	Iteration 33Q: 3 clusters Score -5121487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5121491.500000 Penalty: 3453.394531
	Iteration 34Q: 3 clusters Score -5121492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5121491.500000 Penalty: 3453.394531
	Iteration 35Q: 3 clusters Score -5121492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5121490.500000 Penalty: 3453.394531
	Iteration 36Q: 3 clusters Score -5121490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5121492.000000 Penalty: 3453.394531
	Iteration 37Q: 3 clusters Score -5121492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5121492.000000 Penalty: 3453.394531
	Iteration 38F: 3 clusters Score -5121492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (83938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Entering Unmasked Estep 
Score: -10567519.000000 Penalty: 1842.397949
	Iteration 0F: 2 clusters Score -1.056752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -10513307.000000 Penalty: 3684.795898
	Iteration 0F: 3 clusters Score -1.051331e+07 nChanged 39837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -10535862.000000 Penalty: 3684.795898
	Iteration 1F: 3 clusters Score -1.053586e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -10536457.000000 Penalty: 3684.795898
	Iteration 2Q: 3 clusters Score -1.053646e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -10537047.000000 Penalty: 3684.795898
	Iteration 3Q: 3 clusters Score -1.053705e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -10537846.000000 Penalty: 3684.795898
	Iteration 4Q: 3 clusters Score -1.053785e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -10539043.000000 Penalty: 3684.795898
	Iteration 5Q: 3 clusters Score -1.053904e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -10540620.000000 Penalty: 3684.795898
	Iteration 6Q: 3 clusters Score -1.054062e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -10543258.000000 Penalty: 3684.795898
	Iteration 7F: 3 clusters Score -1.054326e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -10547159.000000 Penalty: 3684.795898
	Iteration 8F: 3 clusters Score -1.054716e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -10552194.000000 Penalty: 3684.795898
	Iteration 9F: 3 clusters Score -1.055219e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -10555588.000000 Penalty: 3684.795898
	Iteration 10F: 3 clusters Score -1.055559e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -10556878.000000 Penalty: 3684.795898
	Iteration 11Q: 3 clusters Score -1.055688e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -10557292.000000 Penalty: 3684.795898
	Iteration 12Q: 3 clusters Score -1.055729e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -10557558.000000 Penalty: 3684.795898
	Iteration 13Q: 3 clusters Score -1.055756e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -10557900.000000 Penalty: 3684.795898
	Iteration 14Q: 3 clusters Score -1.05579e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -10558173.000000 Penalty: 3684.795898
	Iteration 15Q: 3 clusters Score -1.055817e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -10558463.000000 Penalty: 3684.795898
	Iteration 16Q: 3 clusters Score -1.055846e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -10558794.000000 Penalty: 3684.795898
	Iteration 17Q: 3 clusters Score -1.055879e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -10559186.000000 Penalty: 3684.795898
	Iteration 18Q: 3 clusters Score -1.055919e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -10559523.000000 Penalty: 3684.795898
	Iteration 19Q: 3 clusters Score -1.055952e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -10559854.000000 Penalty: 3684.795898
	Iteration 20F: 3 clusters Score -1.055985e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -10560075.000000 Penalty: 3684.795898
	Iteration 21Q: 3 clusters Score -1.056008e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -10560358.000000 Penalty: 3684.795898
	Iteration 22Q: 3 clusters Score -1.056036e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -10560511.000000 Penalty: 3684.795898
	Iteration 23Q: 3 clusters Score -1.056051e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -10560747.000000 Penalty: 3684.795898
	Iteration 24Q: 3 clusters Score -1.056075e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -10560917.000000 Penalty: 3684.795898
	Iteration 25Q: 3 clusters Score -1.056092e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -10561007.000000 Penalty: 3684.795898
	Iteration 26Q: 3 clusters Score -1.056101e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -10561076.000000 Penalty: 3684.795898
	Iteration 27Q: 3 clusters Score -1.056108e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -10561175.000000 Penalty: 3684.795898
	Iteration 28Q: 3 clusters Score -1.056118e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -10561331.000000 Penalty: 3684.795898
	Iteration 29Q: 3 clusters Score -1.056133e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -10561367.000000 Penalty: 3684.795898
	Iteration 30Q: 3 clusters Score -1.056137e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -10561374.000000 Penalty: 3684.795898
	Iteration 31Q: 3 clusters Score -1.056137e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -10561362.000000 Penalty: 3684.795898
	Iteration 32Q: 3 clusters Score -1.056136e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -10561385.000000 Penalty: 3684.795898
	Iteration 33Q: 3 clusters Score -1.056138e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -10561427.000000 Penalty: 3684.795898
	Iteration 34Q: 3 clusters Score -1.056143e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -10561429.000000 Penalty: 3684.795898
	Iteration 35Q: 3 clusters Score -1.056143e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -10561429.000000 Penalty: 3684.795898
	Iteration 36Q: 3 clusters Score -1.056143e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -10561453.000000 Penalty: 3684.795898
	Iteration 37Q: 3 clusters Score -1.056145e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -10561465.000000 Penalty: 3684.795898
	Iteration 38Q: 3 clusters Score -1.056146e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -10561467.000000 Penalty: 3684.795898
	Iteration 39Q: 3 clusters Score -1.056147e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -10561474.000000 Penalty: 3684.795898
	Iteration 40F: 3 clusters Score -1.056147e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -10561477.000000 Penalty: 3684.795898
	Iteration 41Q: 3 clusters Score -1.056148e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -10561503.000000 Penalty: 3684.795898
	Iteration 42Q: 3 clusters Score -1.05615e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -10561488.000000 Penalty: 3684.795898
	Iteration 43Q: 3 clusters Score -1.056149e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -10561483.000000 Penalty: 3684.795898
	Iteration 44Q: 3 clusters Score -1.056148e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -10561502.000000 Penalty: 3684.795898
	Iteration 45Q: 3 clusters Score -1.05615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -10561522.000000 Penalty: 3684.795898
	Iteration 46Q: 3 clusters Score -1.056152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -10561521.000000 Penalty: 3684.795898
	Iteration 47Q: 3 clusters Score -1.056152e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -10561514.000000 Penalty: 3684.795898
	Iteration 48Q: 3 clusters Score -1.056151e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -10561506.000000 Penalty: 3684.795898
	Iteration 49Q: 3 clusters Score -1.056151e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -10561508.000000 Penalty: 3684.795898
	Iteration 50Q: 3 clusters Score -1.056151e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -10561513.000000 Penalty: 3684.795898
	Iteration 51Q: 3 clusters Score -1.056151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -10561518.000000 Penalty: 3684.795898
	Iteration 52Q: 3 clusters Score -1.056152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -10561509.000000 Penalty: 3684.795898
	Iteration 53Q: 3 clusters Score -1.056151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -10561526.000000 Penalty: 3684.795898
	Iteration 54Q: 3 clusters Score -1.056153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -10561517.000000 Penalty: 3684.795898
	Iteration 55Q: 3 clusters Score -1.056152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -10561523.000000 Penalty: 3684.795898
	Iteration 56Q: 3 clusters Score -1.056152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -10561514.000000 Penalty: 3684.795898
	Iteration 57Q: 3 clusters Score -1.056151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -10561527.000000 Penalty: 3684.795898
	Iteration 58Q: 3 clusters Score -1.056153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -10561522.000000 Penalty: 3684.795898
	Iteration 59Q: 3 clusters Score -1.056152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -10561525.000000 Penalty: 3684.795898
	Iteration 60F: 3 clusters Score -1.056152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -10561533.000000 Penalty: 3684.795898
	Iteration 61Q: 3 clusters Score -1.056153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -10561533.000000 Penalty: 3684.795898
	Iteration 62F: 3 clusters Score -1.056153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -46815.085938 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -46815.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45790.140625 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -45790.14 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46052.980469 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -46052.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46210.199219 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -46210.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46399.464844 Penalty: 2019.096924
	Iteration 3F: 3 clusters Score -46399.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46499.781250 Penalty: 2019.096924
	Iteration 4F: 3 clusters Score -46499.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46534.074219 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -46534.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46557.765625 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -46557.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46578.644531 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -46578.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46600.632812 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -46600.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46612.625000 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -46612.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46622.875000 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -46622.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46644.101562 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -46644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46656.839844 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -46656.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46659.554688 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -46659.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46659.554688 Penalty: 2019.096924
	Iteration 14F: 3 clusters Score -46659.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -8468.896484 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -8468.896 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 75 members 
Entering Unmasked Estep 
Score: -7953.486816 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -7953.487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8056.462402 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -8056.462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8143.509766 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -8143.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8207.866211 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -8207.866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8209.160156 Penalty: 1645.343384
	Iteration 4Q: 3 clusters Score -8209.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8209.160156 Penalty: 1645.343384
	Iteration 5F: 3 clusters Score -8209.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Entering Unmasked Estep 
Score: -929701.312500 Penalty: 1453.828247
	Iteration 0F: 2 clusters Score -929701.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -924018.125000 Penalty: 2907.656494
	Iteration 0F: 3 clusters Score -924018.1 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -925818.812500 Penalty: 2907.656494
	Iteration 1F: 3 clusters Score -925818.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -926137.875000 Penalty: 2907.656494
	Iteration 2F: 3 clusters Score -926137.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -926399.250000 Penalty: 2907.656494
	Iteration 3F: 3 clusters Score -926399.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -926613.750000 Penalty: 2907.656494
	Iteration 4F: 3 clusters Score -926613.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -926804.000000 Penalty: 2907.656494
	Iteration 5Q: 3 clusters Score -926804 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -926933.937500 Penalty: 2907.656494
	Iteration 6Q: 3 clusters Score -926933.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -927059.375000 Penalty: 2907.656494
	Iteration 7Q: 3 clusters Score -927059.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -927160.187500 Penalty: 2907.656494
	Iteration 8Q: 3 clusters Score -927160.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -927241.187500 Penalty: 2907.656494
	Iteration 9Q: 3 clusters Score -927241.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -927325.812500 Penalty: 2907.656494
	Iteration 10Q: 3 clusters Score -927325.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -927421.750000 Penalty: 2907.656494
	Iteration 11Q: 3 clusters Score -927421.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -927501.000000 Penalty: 2907.656494
	Iteration 12Q: 3 clusters Score -927501 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -927572.875000 Penalty: 2907.656494
	Iteration 13Q: 3 clusters Score -927572.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -927619.687500 Penalty: 2907.656494
	Iteration 14Q: 3 clusters Score -927619.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -927666.500000 Penalty: 2907.656494
	Iteration 15Q: 3 clusters Score -927666.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -927712.875000 Penalty: 2907.656494
	Iteration 16Q: 3 clusters Score -927712.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -927756.187500 Penalty: 2907.656494
	Iteration 17Q: 3 clusters Score -927756.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -927799.312500 Penalty: 2907.656494
	Iteration 18Q: 3 clusters Score -927799.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -927832.250000 Penalty: 2907.656494
	Iteration 19Q: 3 clusters Score -927832.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -927873.187500 Penalty: 2907.656494
	Iteration 20F: 3 clusters Score -927873.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -927902.062500 Penalty: 2907.656494
	Iteration 21Q: 3 clusters Score -927902.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -927936.312500 Penalty: 2907.656494
	Iteration 22Q: 3 clusters Score -927936.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -927962.250000 Penalty: 2907.656494
	Iteration 23Q: 3 clusters Score -927962.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -927981.687500 Penalty: 2907.656494
	Iteration 24Q: 3 clusters Score -927981.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -927994.437500 Penalty: 2907.656494
	Iteration 25Q: 3 clusters Score -927994.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -928016.687500 Penalty: 2907.656494
	Iteration 26Q: 3 clusters Score -928016.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -928040.437500 Penalty: 2907.656494
	Iteration 27Q: 3 clusters Score -928040.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -928055.625000 Penalty: 2907.656494
	Iteration 28Q: 3 clusters Score -928055.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -928068.562500 Penalty: 2907.656494
	Iteration 29Q: 3 clusters Score -928068.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -928081.000000 Penalty: 2907.656494
	Iteration 30Q: 3 clusters Score -928081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -928092.125000 Penalty: 2907.656494
	Iteration 31Q: 3 clusters Score -928092.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -928103.125000 Penalty: 2907.656494
	Iteration 32Q: 3 clusters Score -928103.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -928112.562500 Penalty: 2907.656494
	Iteration 33Q: 3 clusters Score -928112.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -928130.312500 Penalty: 2907.656494
	Iteration 34Q: 3 clusters Score -928130.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -928145.500000 Penalty: 2907.656494
	Iteration 35Q: 3 clusters Score -928145.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -928158.375000 Penalty: 2907.656494
	Iteration 36Q: 3 clusters Score -928158.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -928170.125000 Penalty: 2907.656494
	Iteration 37Q: 3 clusters Score -928170.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -928181.625000 Penalty: 2907.656494
	Iteration 38Q: 3 clusters Score -928181.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -928203.625000 Penalty: 2907.656494
	Iteration 39Q: 3 clusters Score -928203.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -928223.812500 Penalty: 2907.656494
	Iteration 40F: 3 clusters Score -928223.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -928244.562500 Penalty: 2907.656494
	Iteration 41Q: 3 clusters Score -928244.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -928257.500000 Penalty: 2907.656494
	Iteration 42Q: 3 clusters Score -928257.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -928268.187500 Penalty: 2907.656494
	Iteration 43Q: 3 clusters Score -928268.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -928278.687500 Penalty: 2907.656494
	Iteration 44Q: 3 clusters Score -928278.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -928291.312500 Penalty: 2907.656494
	Iteration 45Q: 3 clusters Score -928291.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -928312.750000 Penalty: 2907.656494
	Iteration 46Q: 3 clusters Score -928312.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -928337.687500 Penalty: 2907.656494
	Iteration 47Q: 3 clusters Score -928337.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -928358.250000 Penalty: 2907.656494
	Iteration 48Q: 3 clusters Score -928358.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -928378.500000 Penalty: 2907.656494
	Iteration 49Q: 3 clusters Score -928378.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -928395.687500 Penalty: 2907.656494
	Iteration 50Q: 3 clusters Score -928395.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -928414.125000 Penalty: 2907.656494
	Iteration 51Q: 3 clusters Score -928414.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -928441.250000 Penalty: 2907.656494
	Iteration 52Q: 3 clusters Score -928441.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -928461.875000 Penalty: 2907.656494
	Iteration 53Q: 3 clusters Score -928461.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -928490.062500 Penalty: 2907.656494
	Iteration 54Q: 3 clusters Score -928490.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -928517.750000 Penalty: 2907.656494
	Iteration 55Q: 3 clusters Score -928517.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -928543.562500 Penalty: 2907.656494
	Iteration 56Q: 3 clusters Score -928543.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -928563.062500 Penalty: 2907.656494
	Iteration 57Q: 3 clusters Score -928563.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -928579.250000 Penalty: 2907.656494
	Iteration 58Q: 3 clusters Score -928579.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -928600.000000 Penalty: 2907.656494
	Iteration 59Q: 3 clusters Score -928600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -928618.562500 Penalty: 2907.656494
	Iteration 60F: 3 clusters Score -928618.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -928634.687500 Penalty: 2907.656494
	Iteration 61Q: 3 clusters Score -928634.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -928647.500000 Penalty: 2907.656494
	Iteration 62Q: 3 clusters Score -928647.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -928653.000000 Penalty: 2907.656494
	Iteration 63Q: 3 clusters Score -928653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -928652.812500 Penalty: 2907.656494
	Iteration 64Q: 3 clusters Score -928652.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -928657.375000 Penalty: 2907.656494
	Iteration 65Q: 3 clusters Score -928657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -928661.125000 Penalty: 2907.656494
	Iteration 66Q: 3 clusters Score -928661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -928662.312500 Penalty: 2907.656494
	Iteration 67Q: 3 clusters Score -928662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -928664.062500 Penalty: 2907.656494
	Iteration 68Q: 3 clusters Score -928664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -928665.125000 Penalty: 2907.656494
	Iteration 69Q: 3 clusters Score -928665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -928664.687500 Penalty: 2907.656494
	Iteration 70Q: 3 clusters Score -928664.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -928664.687500 Penalty: 2907.656494
	Iteration 71F: 3 clusters Score -928664.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -227696.375000 Penalty: 1236.280151
	Iteration 0F: 2 clusters Score -227696.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -225675.781250 Penalty: 2472.560303
	Iteration 0F: 3 clusters Score -225675.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -226224.640625 Penalty: 2472.560303
	Iteration 1F: 3 clusters Score -226224.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -226440.015625 Penalty: 2472.560303
	Iteration 2F: 3 clusters Score -226440 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -226605.546875 Penalty: 2472.560303
	Iteration 3F: 3 clusters Score -226605.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -226768.312500 Penalty: 2472.560303
	Iteration 4F: 3 clusters Score -226768.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -226938.375000 Penalty: 2472.560303
	Iteration 5F: 3 clusters Score -226938.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -227128.796875 Penalty: 2472.560303
	Iteration 6F: 3 clusters Score -227128.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -227323.437500 Penalty: 2472.560303
	Iteration 7F: 3 clusters Score -227323.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -227486.078125 Penalty: 2472.560303
	Iteration 8F: 3 clusters Score -227486.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -227574.890625 Penalty: 2472.560303
	Iteration 9Q: 3 clusters Score -227574.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -227615.781250 Penalty: 2472.560303
	Iteration 10Q: 3 clusters Score -227615.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -227630.562500 Penalty: 2472.560303
	Iteration 11Q: 3 clusters Score -227630.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -227637.515625 Penalty: 2472.560303
	Iteration 12Q: 3 clusters Score -227637.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -227640.078125 Penalty: 2472.560303
	Iteration 13Q: 3 clusters Score -227640.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -227640.078125 Penalty: 2472.560303
	Iteration 14F: 3 clusters Score -227640.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Entering Unmasked Estep 
Score: -829203.187500 Penalty: 1437.017212
	Iteration 0F: 2 clusters Score -829203.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -824046.812500 Penalty: 2874.034424
	Iteration 0F: 3 clusters Score -824046.8 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -825570.937500 Penalty: 2874.034424
	Iteration 1F: 3 clusters Score -825570.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -825823.062500 Penalty: 2874.034424
	Iteration 2F: 3 clusters Score -825823.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -826037.750000 Penalty: 2874.034424
	Iteration 3F: 3 clusters Score -826037.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -826276.750000 Penalty: 2874.034424
	Iteration 4F: 3 clusters Score -826276.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -826551.125000 Penalty: 2874.034424
	Iteration 5F: 3 clusters Score -826551.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -826883.062500 Penalty: 2874.034424
	Iteration 6F: 3 clusters Score -826883.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -827237.187500 Penalty: 2874.034424
	Iteration 7F: 3 clusters Score -827237.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -827599.312500 Penalty: 2874.034424
	Iteration 8F: 3 clusters Score -827599.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -827893.937500 Penalty: 2874.034424
	Iteration 9Q: 3 clusters Score -827893.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -828103.437500 Penalty: 2874.034424
	Iteration 10Q: 3 clusters Score -828103.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -828208.562500 Penalty: 2874.034424
	Iteration 11Q: 3 clusters Score -828208.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -828258.687500 Penalty: 2874.034424
	Iteration 12Q: 3 clusters Score -828258.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -828285.187500 Penalty: 2874.034424
	Iteration 13Q: 3 clusters Score -828285.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -828304.500000 Penalty: 2874.034424
	Iteration 14Q: 3 clusters Score -828304.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -828314.312500 Penalty: 2874.034424
	Iteration 15Q: 3 clusters Score -828314.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -828315.625000 Penalty: 2874.034424
	Iteration 16Q: 3 clusters Score -828315.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -828319.062500 Penalty: 2874.034424
	Iteration 17Q: 3 clusters Score -828319.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -828322.812500 Penalty: 2874.034424
	Iteration 18Q: 3 clusters Score -828322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -828321.812500 Penalty: 2874.034424
	Iteration 19Q: 3 clusters Score -828321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -828321.937500 Penalty: 2874.034424
	Iteration 20F: 3 clusters Score -828321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -828323.125000 Penalty: 2874.034424
	Iteration 21Q: 3 clusters Score -828323.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -828323.125000 Penalty: 2874.034424
	Iteration 22F: 3 clusters Score -828323.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -18562.521484 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -18562.52 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 147 members 
Entering Unmasked Estep 
Score: -17871.099609 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -17871.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18250.005859 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18250.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18378.455078 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18378.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18437.492188 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -18437.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18491.058594 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -18491.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18541.339844 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18541.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18547.216797 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18547.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18547.216797 Penalty: 1827.805786
	Iteration 7F: 3 clusters Score -18547.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -166519.515625 Penalty: 1188.614868
	Iteration 0F: 2 clusters Score -166519.5 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 745 members 
Entering Unmasked Estep 
Score: -164779.453125 Penalty: 2377.229736
	Iteration 0F: 3 clusters Score -164779.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -165178.890625 Penalty: 2377.229736
	Iteration 1F: 3 clusters Score -165178.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -165378.078125 Penalty: 2377.229736
	Iteration 2F: 3 clusters Score -165378.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165540.500000 Penalty: 2377.229736
	Iteration 3F: 3 clusters Score -165540.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -165687.671875 Penalty: 2377.229736
	Iteration 4F: 3 clusters Score -165687.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -165790.734375 Penalty: 2377.229736
	Iteration 5F: 3 clusters Score -165790.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -165876.687500 Penalty: 2377.229736
	Iteration 6Q: 3 clusters Score -165876.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -165961.406250 Penalty: 2377.229736
	Iteration 7Q: 3 clusters Score -165961.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -166015.515625 Penalty: 2377.229736
	Iteration 8Q: 3 clusters Score -166015.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -166050.828125 Penalty: 2377.229736
	Iteration 9Q: 3 clusters Score -166050.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -166072.703125 Penalty: 2377.229736
	Iteration 10Q: 3 clusters Score -166072.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -166100.671875 Penalty: 2377.229736
	Iteration 11Q: 3 clusters Score -166100.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -166117.093750 Penalty: 2377.229736
	Iteration 12Q: 3 clusters Score -166117.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -166122.750000 Penalty: 2377.229736
	Iteration 13Q: 3 clusters Score -166122.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -166123.796875 Penalty: 2377.229736
	Iteration 14Q: 3 clusters Score -166123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -166124.953125 Penalty: 2377.229736
	Iteration 15Q: 3 clusters Score -166125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -166126.437500 Penalty: 2377.229736
	Iteration 16Q: 3 clusters Score -166126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -166128.765625 Penalty: 2377.229736
	Iteration 17Q: 3 clusters Score -166128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -166131.625000 Penalty: 2377.229736
	Iteration 18Q: 3 clusters Score -166131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -166132.531250 Penalty: 2377.229736
	Iteration 19Q: 3 clusters Score -166132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -166132.531250 Penalty: 2377.229736
	Iteration 20F: 3 clusters Score -166132.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (91904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91904 members 
Entering Unmasked Estep 
Score: -11459091.000000 Penalty: 1857.131226
	Iteration 0F: 2 clusters Score -1.145909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -11399957.000000 Penalty: 3714.262451
	Iteration 0F: 3 clusters Score -1.139996e+07 nChanged 44119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -11425382.000000 Penalty: 3714.262451
	Iteration 1F: 3 clusters Score -1.142538e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -11425947.000000 Penalty: 3714.262451
	Iteration 2Q: 3 clusters Score -1.142595e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -11426576.000000 Penalty: 3714.262451
	Iteration 3Q: 3 clusters Score -1.142658e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -11427357.000000 Penalty: 3714.262451
	Iteration 4Q: 3 clusters Score -1.142736e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -11428449.000000 Penalty: 3714.262451
	Iteration 5Q: 3 clusters Score -1.142845e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -11430008.000000 Penalty: 3714.262451
	Iteration 6Q: 3 clusters Score -1.143001e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -11432538.000000 Penalty: 3714.262451
	Iteration 7F: 3 clusters Score -1.143254e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -11436388.000000 Penalty: 3714.262451
	Iteration 8F: 3 clusters Score -1.143639e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -11441190.000000 Penalty: 3714.262451
	Iteration 9F: 3 clusters Score -1.144119e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -11444900.000000 Penalty: 3714.262451
	Iteration 10F: 3 clusters Score -1.14449e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -11446707.000000 Penalty: 3714.262451
	Iteration 11Q: 3 clusters Score -1.144671e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -11447687.000000 Penalty: 3714.262451
	Iteration 12Q: 3 clusters Score -1.144769e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -11448484.000000 Penalty: 3714.262451
	Iteration 13Q: 3 clusters Score -1.144848e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -11449270.000000 Penalty: 3714.262451
	Iteration 14Q: 3 clusters Score -1.144927e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -11450140.000000 Penalty: 3714.262451
	Iteration 15Q: 3 clusters Score -1.145014e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -11450924.000000 Penalty: 3714.262451
	Iteration 16Q: 3 clusters Score -1.145092e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -11451601.000000 Penalty: 3714.262451
	Iteration 17Q: 3 clusters Score -1.14516e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 76083 members 
Entering Unmasked Estep 
Score: -11452417.000000 Penalty: 3714.262451
	Iteration 18Q: 3 clusters Score -1.145242e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -11453127.000000 Penalty: 3714.262451
	Iteration 19Q: 3 clusters Score -1.145313e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -11453794.000000 Penalty: 3714.262451
	Iteration 20F: 3 clusters Score -1.145379e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -11454385.000000 Penalty: 3714.262451
	Iteration 21Q: 3 clusters Score -1.145438e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -11454800.000000 Penalty: 3714.262451
	Iteration 22Q: 3 clusters Score -1.14548e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -11455248.000000 Penalty: 3714.262451
	Iteration 23Q: 3 clusters Score -1.145525e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 83917 members 
Entering Unmasked Estep 
Score: -11455638.000000 Penalty: 3714.262451
	Iteration 24Q: 3 clusters Score -1.145564e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -11455936.000000 Penalty: 3714.262451
	Iteration 25Q: 3 clusters Score -1.145594e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
Score: -11456149.000000 Penalty: 3714.262451
	Iteration 26Q: 3 clusters Score -1.145615e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -11456391.000000 Penalty: 3714.262451
	Iteration 27Q: 3 clusters Score -1.145639e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -11456632.000000 Penalty: 3714.262451
	Iteration 28Q: 3 clusters Score -1.145663e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -11456833.000000 Penalty: 3714.262451
	Iteration 29Q: 3 clusters Score -1.145683e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -11457018.000000 Penalty: 3714.262451
	Iteration 30Q: 3 clusters Score -1.145702e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 90551 members 
Entering Unmasked Estep 
Score: -11457124.000000 Penalty: 3714.262451
	Iteration 31Q: 3 clusters Score -1.145712e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -11457238.000000 Penalty: 3714.262451
	Iteration 32Q: 3 clusters Score -1.145724e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -11457308.000000 Penalty: 3714.262451
	Iteration 33Q: 3 clusters Score -1.145731e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 91198 members 
Entering Unmasked Estep 
Score: -11457363.000000 Penalty: 3714.262451
	Iteration 34Q: 3 clusters Score -1.145736e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -11457419.000000 Penalty: 3714.262451
	Iteration 35Q: 3 clusters Score -1.145742e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -11457477.000000 Penalty: 3714.262451
	Iteration 36Q: 3 clusters Score -1.145748e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -11457495.000000 Penalty: 3714.262451
	Iteration 37Q: 3 clusters Score -1.14575e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -11457528.000000 Penalty: 3714.262451
	Iteration 38Q: 3 clusters Score -1.145753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 91455 members 
Entering Unmasked Estep 
Score: -11457535.000000 Penalty: 3714.262451
	Iteration 39Q: 3 clusters Score -1.145754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -11457537.000000 Penalty: 3714.262451
	Iteration 40F: 3 clusters Score -1.145754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -11457546.000000 Penalty: 3714.262451
	Iteration 41Q: 3 clusters Score -1.145755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -11457527.000000 Penalty: 3714.262451
	Iteration 42Q: 3 clusters Score -1.145753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 91499 members 
Entering Unmasked Estep 
Score: -11457537.000000 Penalty: 3714.262451
	Iteration 43Q: 3 clusters Score -1.145754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 91514 members 
Entering Unmasked Estep 
Score: -11457547.000000 Penalty: 3714.262451
	Iteration 44Q: 3 clusters Score -1.145755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 91523 members 
Entering Unmasked Estep 
Score: -11457553.000000 Penalty: 3714.262451
	Iteration 45Q: 3 clusters Score -1.145755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -11457557.000000 Penalty: 3714.262451
	Iteration 46Q: 3 clusters Score -1.145756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -11457558.000000 Penalty: 3714.262451
	Iteration 47Q: 3 clusters Score -1.145756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -11457556.000000 Penalty: 3714.262451
	Iteration 48Q: 3 clusters Score -1.145756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -11457546.000000 Penalty: 3714.262451
	Iteration 49Q: 3 clusters Score -1.145755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -11457554.000000 Penalty: 3714.262451
	Iteration 50Q: 3 clusters Score -1.145755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -11457544.000000 Penalty: 3714.262451
	Iteration 51Q: 3 clusters Score -1.145754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -11457548.000000 Penalty: 3714.262451
	Iteration 52Q: 3 clusters Score -1.145755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -11457544.000000 Penalty: 3714.262451
	Iteration 53Q: 3 clusters Score -1.145754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -11457544.000000 Penalty: 3714.262451
	Iteration 54F: 3 clusters Score -1.145754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 80914 members 
Mstep: Class 3 contains 84216 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28669 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49119 members 
Mstep: Class 8 contains 93607 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 20399 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 9961 members 
Mstep: Class 20 contains 96042 members 
Mstep: Class 21 contains 7631 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 48629 members 
Mstep: Class 25 contains 41185 members 
Mstep: Class 26 contains 83938 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7682 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6927 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 91904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238008.000000 Penalty: 75375.343750
Iteration 239Q: 35 clusters Score -1.02238e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 80964 members 
Mstep: Class 3 contains 84180 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28656 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49110 members 
Mstep: Class 8 contains 93622 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13283 members 
Mstep: Class 11 contains 6844 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 20146 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 3331 members 
Mstep: Class 19 contains 9963 members 
Mstep: Class 20 contains 96031 members 
Mstep: Class 21 contains 7623 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 1736 members 
Mstep: Class 24 contains 48606 members 
Mstep: Class 25 contains 41386 members 
Mstep: Class 26 contains 83953 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7680 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6927 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 91969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237944.000000 Penalty: 75375.343750
Iteration 240F: 35 clusters Score -1.022379e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 80997 members 
Mstep: Class 3 contains 84154 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28652 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49098 members 
Mstep: Class 8 contains 93625 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13278 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 19899 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3641 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 9966 members 
Mstep: Class 20 contains 96034 members 
Mstep: Class 21 contains 7612 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 1736 members 
Mstep: Class 24 contains 48589 members 
Mstep: Class 25 contains 41587 members 
Mstep: Class 26 contains 83974 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6928 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 92032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238160.000000 Penalty: 75375.343750
Iteration 241Q: 35 clusters Score -1.022382e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 81030 members 
Mstep: Class 3 contains 84153 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28648 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49087 members 
Mstep: Class 8 contains 93654 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13274 members 
Mstep: Class 11 contains 6839 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 19636 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 3328 members 
Mstep: Class 19 contains 9969 members 
Mstep: Class 20 contains 96026 members 
Mstep: Class 21 contains 7600 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 48560 members 
Mstep: Class 25 contains 41783 members 
Mstep: Class 26 contains 84009 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6929 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 92084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238272.000000 Penalty: 75375.343750
Iteration 242Q: 35 clusters Score -1.022383e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 81073 members 
Mstep: Class 3 contains 84144 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28644 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 93665 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 6831 members 
Mstep: Class 12 contains 3372 members 
Mstep: Class 13 contains 19363 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9969 members 
Mstep: Class 20 contains 96029 members 
Mstep: Class 21 contains 7594 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 48540 members 
Mstep: Class 25 contains 41983 members 
Mstep: Class 26 contains 84042 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6931 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 92128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238288.000000 Penalty: 75375.343750
Iteration 243Q: 35 clusters Score -1.022383e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 81116 members 
Mstep: Class 3 contains 84131 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28639 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49074 members 
Mstep: Class 8 contains 93681 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 6829 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 19118 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9972 members 
Mstep: Class 20 contains 96024 members 
Mstep: Class 21 contains 7586 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 48521 members 
Mstep: Class 25 contains 42162 members 
Mstep: Class 26 contains 84055 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6932 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 92190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238160.000000 Penalty: 75375.343750
Iteration 244Q: 35 clusters Score -1.022382e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 81146 members 
Mstep: Class 3 contains 84138 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28634 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 49074 members 
Mstep: Class 8 contains 93679 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13266 members 
Mstep: Class 11 contains 6836 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 18876 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5190 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9973 members 
Mstep: Class 20 contains 96004 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 48497 members 
Mstep: Class 25 contains 42365 members 
Mstep: Class 26 contains 84071 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6933 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 92255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238200.000000 Penalty: 75375.343750
Iteration 245Q: 35 clusters Score -1.022382e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 81166 members 
Mstep: Class 3 contains 84149 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28626 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 49067 members 
Mstep: Class 8 contains 93701 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13261 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 3374 members 
Mstep: Class 13 contains 18643 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5189 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9978 members 
Mstep: Class 20 contains 95992 members 
Mstep: Class 21 contains 7539 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 48476 members 
Mstep: Class 25 contains 42556 members 
Mstep: Class 26 contains 84094 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6933 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 92289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238328.000000 Penalty: 75375.343750
Iteration 246Q: 35 clusters Score -1.022383e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 81179 members 
Mstep: Class 3 contains 84164 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 49065 members 
Mstep: Class 8 contains 93714 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13257 members 
Mstep: Class 11 contains 6847 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5188 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9979 members 
Mstep: Class 20 contains 95980 members 
Mstep: Class 21 contains 7521 members 
Mstep: Class 22 contains 2915 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 48462 members 
Mstep: Class 25 contains 42710 members 
Mstep: Class 26 contains 84135 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6934 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 92308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238336.000000 Penalty: 75375.343750
Iteration 247Q: 35 clusters Score -1.022383e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 81210 members 
Mstep: Class 3 contains 84152 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28618 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 93699 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13259 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 18256 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5186 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9980 members 
Mstep: Class 20 contains 95964 members 
Mstep: Class 21 contains 7510 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 48461 members 
Mstep: Class 25 contains 42875 members 
Mstep: Class 26 contains 84167 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6936 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 92316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238384.000000 Penalty: 75375.343750
Iteration 248Q: 35 clusters Score -1.022384e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 81204 members 
Mstep: Class 3 contains 84159 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28615 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49069 members 
Mstep: Class 8 contains 93695 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13261 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 18067 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5186 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9979 members 
Mstep: Class 20 contains 95943 members 
Mstep: Class 21 contains 7499 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 48450 members 
Mstep: Class 25 contains 43071 members 
Mstep: Class 26 contains 84196 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7672 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6936 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 92339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238320.000000 Penalty: 75375.343750
Iteration 249Q: 35 clusters Score -1.022383e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 81223 members 
Mstep: Class 3 contains 84152 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28614 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49062 members 
Mstep: Class 8 contains 93701 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13266 members 
Mstep: Class 11 contains 6863 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 17873 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5185 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9982 members 
Mstep: Class 20 contains 95921 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48438 members 
Mstep: Class 25 contains 43235 members 
Mstep: Class 26 contains 84219 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7670 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6936 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 92359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238112.000000 Penalty: 75375.343750
Iteration 250Q: 35 clusters Score -1.022381e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 81230 members 
Mstep: Class 3 contains 84146 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49058 members 
Mstep: Class 8 contains 93712 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 6865 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 17694 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5185 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 95897 members 
Mstep: Class 21 contains 7460 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48427 members 
Mstep: Class 25 contains 43411 members 
Mstep: Class 26 contains 84231 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7670 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6936 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 92396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238104.000000 Penalty: 75375.343750
Iteration 251Q: 35 clusters Score -1.022381e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 81242 members 
Mstep: Class 3 contains 84132 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28610 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49061 members 
Mstep: Class 8 contains 93698 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13271 members 
Mstep: Class 11 contains 6868 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 17529 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5185 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 95869 members 
Mstep: Class 21 contains 7441 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48427 members 
Mstep: Class 25 contains 43581 members 
Mstep: Class 26 contains 84267 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6936 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 92428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238080.000000 Penalty: 75375.343750
Iteration 252Q: 35 clusters Score -1.022381e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 81255 members 
Mstep: Class 3 contains 84104 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28609 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49061 members 
Mstep: Class 8 contains 93690 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13267 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 17390 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5185 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 95839 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48427 members 
Mstep: Class 25 contains 43771 members 
Mstep: Class 26 contains 84299 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6936 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 92439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238120.000000 Penalty: 75375.343750
Iteration 253Q: 35 clusters Score -1.022381e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 81269 members 
Mstep: Class 3 contains 84067 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28604 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49062 members 
Mstep: Class 8 contains 93680 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 6861 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 17244 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 9988 members 
Mstep: Class 20 contains 95803 members 
Mstep: Class 21 contains 7411 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48418 members 
Mstep: Class 25 contains 43952 members 
Mstep: Class 26 contains 84311 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7664 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6936 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 92485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238304.000000 Penalty: 75375.343750
Iteration 254Q: 35 clusters Score -1.022383e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 81286 members 
Mstep: Class 3 contains 84057 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28602 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 93689 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13270 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 17097 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 9987 members 
Mstep: Class 20 contains 95775 members 
Mstep: Class 21 contains 7397 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48394 members 
Mstep: Class 25 contains 44135 members 
Mstep: Class 26 contains 84322 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7661 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6938 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1501 members 
Mstep: Class 34 contains 92501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238264.000000 Penalty: 75375.343750
Iteration 255Q: 35 clusters Score -1.022383e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 81307 members 
Mstep: Class 3 contains 84048 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28600 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49050 members 
Mstep: Class 8 contains 93680 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13270 members 
Mstep: Class 11 contains 6858 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 16955 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 3321 members 
Mstep: Class 19 contains 9989 members 
Mstep: Class 20 contains 95746 members 
Mstep: Class 21 contains 7378 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48386 members 
Mstep: Class 25 contains 44292 members 
Mstep: Class 26 contains 84330 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7659 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6939 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1501 members 
Mstep: Class 34 contains 92533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238288.000000 Penalty: 75375.343750
Iteration 256Q: 35 clusters Score -1.022383e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 81316 members 
Mstep: Class 3 contains 84037 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28596 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 93672 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 16780 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 95725 members 
Mstep: Class 21 contains 7363 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48382 members 
Mstep: Class 25 contains 44466 members 
Mstep: Class 26 contains 84357 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7655 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6939 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1501 members 
Mstep: Class 34 contains 92575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238384.000000 Penalty: 75375.343750
Iteration 257Q: 35 clusters Score -1.022384e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 81331 members 
Mstep: Class 3 contains 84041 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28596 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49039 members 
Mstep: Class 8 contains 93664 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13264 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 16597 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 95693 members 
Mstep: Class 21 contains 7348 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48376 members 
Mstep: Class 25 contains 44635 members 
Mstep: Class 26 contains 84365 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7653 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6939 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1501 members 
Mstep: Class 34 contains 92639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238296.000000 Penalty: 75375.343750
Iteration 258Q: 35 clusters Score -1.022383e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 81336 members 
Mstep: Class 3 contains 84024 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28596 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49042 members 
Mstep: Class 8 contains 93668 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 16437 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9995 members 
Mstep: Class 20 contains 95673 members 
Mstep: Class 21 contains 7335 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48361 members 
Mstep: Class 25 contains 44786 members 
Mstep: Class 26 contains 84376 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7649 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6940 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 92686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238336.000000 Penalty: 75375.343750
Iteration 259Q: 35 clusters Score -1.022383e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 81345 members 
Mstep: Class 3 contains 84011 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49045 members 
Mstep: Class 8 contains 93668 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13263 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 16301 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9995 members 
Mstep: Class 20 contains 95662 members 
Mstep: Class 21 contains 7326 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48346 members 
Mstep: Class 25 contains 44925 members 
Mstep: Class 26 contains 84386 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7647 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6941 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 92713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238136.000000 Penalty: 75375.343750
Iteration 260F: 35 clusters Score -1.022381e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 81352 members 
Mstep: Class 3 contains 84013 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28590 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 93667 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13262 members 
Mstep: Class 11 contains 6858 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 16143 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 95653 members 
Mstep: Class 21 contains 7307 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 45075 members 
Mstep: Class 26 contains 84380 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7648 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6943 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 92761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238096.000000 Penalty: 75375.343750
Iteration 261Q: 35 clusters Score -1.022381e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 81359 members 
Mstep: Class 3 contains 84012 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28584 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49039 members 
Mstep: Class 8 contains 93680 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13264 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 16001 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 3317 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 95644 members 
Mstep: Class 21 contains 7297 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48337 members 
Mstep: Class 25 contains 45186 members 
Mstep: Class 26 contains 84385 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7646 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6944 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 92813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237968.000000 Penalty: 75375.343750
Iteration 262Q: 35 clusters Score -1.02238e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 81359 members 
Mstep: Class 3 contains 84017 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49031 members 
Mstep: Class 8 contains 93686 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13270 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 3316 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 95625 members 
Mstep: Class 21 contains 7287 members 
Mstep: Class 22 contains 2920 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48339 members 
Mstep: Class 25 contains 45304 members 
Mstep: Class 26 contains 84395 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7645 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6945 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 92869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238016.000000 Penalty: 75375.343750
Iteration 263Q: 35 clusters Score -1.02238e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 81345 members 
Mstep: Class 3 contains 84025 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28580 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49027 members 
Mstep: Class 8 contains 93685 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 15696 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 3316 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 95608 members 
Mstep: Class 21 contains 7271 members 
Mstep: Class 22 contains 2922 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48331 members 
Mstep: Class 25 contains 45435 members 
Mstep: Class 26 contains 84422 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7643 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6949 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 92913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238104.000000 Penalty: 75375.343750
Iteration 264Q: 35 clusters Score -1.022381e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 81368 members 
Mstep: Class 3 contains 84001 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28579 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49027 members 
Mstep: Class 8 contains 93683 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13280 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 15552 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 95576 members 
Mstep: Class 21 contains 7255 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48322 members 
Mstep: Class 25 contains 45565 members 
Mstep: Class 26 contains 84437 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7641 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6952 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 92972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238096.000000 Penalty: 75375.343750
Iteration 265Q: 35 clusters Score -1.022381e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 81405 members 
Mstep: Class 3 contains 83985 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28577 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49028 members 
Mstep: Class 8 contains 93678 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 3313 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 95553 members 
Mstep: Class 21 contains 7226 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48327 members 
Mstep: Class 25 contains 45689 members 
Mstep: Class 26 contains 84457 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7639 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6951 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 93008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238120.000000 Penalty: 75375.343750
Iteration 266Q: 35 clusters Score -1.022381e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 81411 members 
Mstep: Class 3 contains 83980 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28576 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49029 members 
Mstep: Class 8 contains 93686 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13280 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 15257 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 3313 members 
Mstep: Class 19 contains 9994 members 
Mstep: Class 20 contains 95525 members 
Mstep: Class 21 contains 7202 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48324 members 
Mstep: Class 25 contains 45792 members 
Mstep: Class 26 contains 84488 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7639 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6951 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 93062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238152.000000 Penalty: 75375.343750
Iteration 267Q: 35 clusters Score -1.022382e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 81423 members 
Mstep: Class 3 contains 83979 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28573 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49031 members 
Mstep: Class 8 contains 93698 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13278 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 15126 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3631 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 9994 members 
Mstep: Class 20 contains 95506 members 
Mstep: Class 21 contains 7179 members 
Mstep: Class 22 contains 2924 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48318 members 
Mstep: Class 25 contains 45887 members 
Mstep: Class 26 contains 84513 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7637 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6952 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 93111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237976.000000 Penalty: 75375.343750
Iteration 268Q: 35 clusters Score -1.02238e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 81424 members 
Mstep: Class 3 contains 83989 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28570 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49036 members 
Mstep: Class 8 contains 93701 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13283 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 14991 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 9994 members 
Mstep: Class 20 contains 95481 members 
Mstep: Class 21 contains 7156 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48313 members 
Mstep: Class 25 contains 45974 members 
Mstep: Class 26 contains 84548 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6952 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 93154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238208.000000 Penalty: 75375.343750
Iteration 269Q: 35 clusters Score -1.022382e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 81428 members 
Mstep: Class 3 contains 83993 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28566 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49035 members 
Mstep: Class 8 contains 93701 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13284 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 9994 members 
Mstep: Class 20 contains 95465 members 
Mstep: Class 21 contains 7138 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48314 members 
Mstep: Class 25 contains 46061 members 
Mstep: Class 26 contains 84580 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7633 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6952 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 93174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238152.000000 Penalty: 75375.343750
Iteration 270Q: 35 clusters Score -1.022382e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 81431 members 
Mstep: Class 3 contains 84005 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28564 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49038 members 
Mstep: Class 8 contains 93697 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13281 members 
Mstep: Class 11 contains 6854 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 14777 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 9994 members 
Mstep: Class 20 contains 95449 members 
Mstep: Class 21 contains 7125 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48314 members 
Mstep: Class 25 contains 46163 members 
Mstep: Class 26 contains 84606 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7633 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6952 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 93182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238024.000000 Penalty: 75375.343750
Iteration 271Q: 35 clusters Score -1.02238e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 81442 members 
Mstep: Class 3 contains 84002 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28563 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49042 members 
Mstep: Class 8 contains 93693 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13275 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 14677 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3309 members 
Mstep: Class 19 contains 9994 members 
Mstep: Class 20 contains 95431 members 
Mstep: Class 21 contains 7100 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48313 members 
Mstep: Class 25 contains 46288 members 
Mstep: Class 26 contains 84626 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7633 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6952 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 93191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237872.000000 Penalty: 75375.343750
Iteration 272Q: 35 clusters Score -1.022379e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 81442 members 
Mstep: Class 3 contains 83992 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28562 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49049 members 
Mstep: Class 8 contains 93687 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13273 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 14550 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 95415 members 
Mstep: Class 21 contains 7082 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48311 members 
Mstep: Class 25 contains 46403 members 
Mstep: Class 26 contains 84640 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7633 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6952 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 93244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237864.000000 Penalty: 75375.343750
Iteration 273Q: 35 clusters Score -1.022379e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 81439 members 
Mstep: Class 3 contains 83965 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 28560 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49049 members 
Mstep: Class 8 contains 93690 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 14426 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5179 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 95417 members 
Mstep: Class 21 contains 7057 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48314 members 
Mstep: Class 25 contains 46511 members 
Mstep: Class 26 contains 84663 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7633 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6952 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 93295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237728.000000 Penalty: 75375.343750
Iteration 274Q: 35 clusters Score -1.022377e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 81427 members 
Mstep: Class 3 contains 83954 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28560 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 93693 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13274 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 14299 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5180 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 9992 members 
Mstep: Class 20 contains 95412 members 
Mstep: Class 21 contains 7041 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48317 members 
Mstep: Class 25 contains 46637 members 
Mstep: Class 26 contains 84668 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7631 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6953 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 93336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237752.000000 Penalty: 75375.343750
Iteration 275Q: 35 clusters Score -1.022378e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 81410 members 
Mstep: Class 3 contains 83938 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28560 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49041 members 
Mstep: Class 8 contains 93691 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13282 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14179 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5180 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 95411 members 
Mstep: Class 21 contains 7024 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48323 members 
Mstep: Class 25 contains 46754 members 
Mstep: Class 26 contains 84673 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7631 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6953 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237880.000000 Penalty: 75375.343750
Iteration 276Q: 35 clusters Score -1.022379e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 81395 members 
Mstep: Class 3 contains 83931 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28559 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49036 members 
Mstep: Class 8 contains 93691 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13278 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14071 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5180 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 9995 members 
Mstep: Class 20 contains 95413 members 
Mstep: Class 21 contains 7012 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1744 members 
Mstep: Class 24 contains 48327 members 
Mstep: Class 25 contains 46861 members 
Mstep: Class 26 contains 84683 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7631 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6954 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237888.000000 Penalty: 75375.343750
Iteration 277Q: 35 clusters Score -1.022379e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 81397 members 
Mstep: Class 3 contains 83931 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28557 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49031 members 
Mstep: Class 8 contains 93697 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13280 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 13949 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 9997 members 
Mstep: Class 20 contains 95413 members 
Mstep: Class 21 contains 6999 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48329 members 
Mstep: Class 25 contains 46972 members 
Mstep: Class 26 contains 84682 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7630 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6954 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238072.000000 Penalty: 75375.343750
Iteration 278Q: 35 clusters Score -1.022381e+08 nChanged 450
Entering ConstructFrom: 
Score: -102238072.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (39365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Entering Unmasked Estep 
Score: -4778555.000000 Penalty: 1719.352783
	Iteration 0F: 2 clusters Score -4778555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4752049.500000 Penalty: 3438.705566
	Iteration 0F: 3 clusters Score -4752050 nChanged 18451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4762453.500000 Penalty: 3438.705566
	Iteration 1F: 3 clusters Score -4762454 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4762874.500000 Penalty: 3438.705566
	Iteration 2Q: 3 clusters Score -4762874 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4763286.000000 Penalty: 3438.705566
	Iteration 3Q: 3 clusters Score -4763286 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -4763707.000000 Penalty: 3438.705566
	Iteration 4Q: 3 clusters Score -4763707 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -4764198.500000 Penalty: 3438.705566
	Iteration 5Q: 3 clusters Score -4764198 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -4764738.500000 Penalty: 3438.705566
	Iteration 6Q: 3 clusters Score -4764738 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4765435.000000 Penalty: 3438.705566
	Iteration 7Q: 3 clusters Score -4765435 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -4766314.500000 Penalty: 3438.705566
	Iteration 8Q: 3 clusters Score -4766314 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -4767459.500000 Penalty: 3438.705566
	Iteration 9F: 3 clusters Score -4767460 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -4768794.000000 Penalty: 3438.705566
	Iteration 10F: 3 clusters Score -4768794 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -4770220.000000 Penalty: 3438.705566
	Iteration 11F: 3 clusters Score -4770220 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4771589.500000 Penalty: 3438.705566
	Iteration 12Q: 3 clusters Score -4771590 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4772765.000000 Penalty: 3438.705566
	Iteration 13Q: 3 clusters Score -4772765 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4773702.000000 Penalty: 3438.705566
	Iteration 14Q: 3 clusters Score -4773702 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4774415.000000 Penalty: 3438.705566
	Iteration 15Q: 3 clusters Score -4774415 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4774951.500000 Penalty: 3438.705566
	Iteration 16Q: 3 clusters Score -4774952 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -4775381.500000 Penalty: 3438.705566
	Iteration 17Q: 3 clusters Score -4775382 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4775769.500000 Penalty: 3438.705566
	Iteration 18Q: 3 clusters Score -4775770 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4776120.500000 Penalty: 3438.705566
	Iteration 19Q: 3 clusters Score -4776120 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -4776397.000000 Penalty: 3438.705566
	Iteration 20F: 3 clusters Score -4776397 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -4776578.500000 Penalty: 3438.705566
	Iteration 21Q: 3 clusters Score -4776578 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -4776706.500000 Penalty: 3438.705566
	Iteration 22Q: 3 clusters Score -4776706 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -4776798.500000 Penalty: 3438.705566
	Iteration 23Q: 3 clusters Score -4776798 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -4776863.000000 Penalty: 3438.705566
	Iteration 24Q: 3 clusters Score -4776863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -4776912.500000 Penalty: 3438.705566
	Iteration 25Q: 3 clusters Score -4776912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4776945.000000 Penalty: 3438.705566
	Iteration 26Q: 3 clusters Score -4776945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -4776959.500000 Penalty: 3438.705566
	Iteration 27Q: 3 clusters Score -4776960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4776971.000000 Penalty: 3438.705566
	Iteration 28Q: 3 clusters Score -4776971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -4776985.500000 Penalty: 3438.705566
	Iteration 29Q: 3 clusters Score -4776986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -4776997.500000 Penalty: 3438.705566
	Iteration 30Q: 3 clusters Score -4776998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -4777007.500000 Penalty: 3438.705566
	Iteration 31Q: 3 clusters Score -4777008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -4777008.500000 Penalty: 3438.705566
	Iteration 32Q: 3 clusters Score -4777008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -4777013.500000 Penalty: 3438.705566
	Iteration 33Q: 3 clusters Score -4777014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -4777026.500000 Penalty: 3438.705566
	Iteration 34Q: 3 clusters Score -4777026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -4777025.500000 Penalty: 3438.705566
	Iteration 35Q: 3 clusters Score -4777026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -4777038.000000 Penalty: 3438.705566
	Iteration 36Q: 3 clusters Score -4777038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4777041.000000 Penalty: 3438.705566
	Iteration 37Q: 3 clusters Score -4777041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -4777044.000000 Penalty: 3438.705566
	Iteration 38Q: 3 clusters Score -4777044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -4777048.500000 Penalty: 3438.705566
	Iteration 39Q: 3 clusters Score -4777048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4777055.000000 Penalty: 3438.705566
	Iteration 40F: 3 clusters Score -4777055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -4777059.500000 Penalty: 3438.705566
	Iteration 41Q: 3 clusters Score -4777060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -4777059.000000 Penalty: 3438.705566
	Iteration 42Q: 3 clusters Score -4777059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -4777058.000000 Penalty: 3438.705566
	Iteration 43Q: 3 clusters Score -4777058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -4777061.500000 Penalty: 3438.705566
	Iteration 44Q: 3 clusters Score -4777062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -4777061.500000 Penalty: 3438.705566
	Iteration 45F: 3 clusters Score -4777062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Entering Unmasked Estep 
Score: -10170756.000000 Penalty: 1837.352783
	Iteration 0F: 2 clusters Score -1.017076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -10117305.000000 Penalty: 3674.705566
	Iteration 0F: 3 clusters Score -1.01173e+07 nChanged 38736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -10139633.000000 Penalty: 3674.705566
	Iteration 1F: 3 clusters Score -1.013963e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -10140097.000000 Penalty: 3674.705566
	Iteration 2Q: 3 clusters Score -1.01401e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -10140871.000000 Penalty: 3674.705566
	Iteration 3Q: 3 clusters Score -1.014087e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -10141960.000000 Penalty: 3674.705566
	Iteration 4Q: 3 clusters Score -1.014196e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -10143855.000000 Penalty: 3674.705566
	Iteration 5Q: 3 clusters Score -1.014386e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -10147033.000000 Penalty: 3674.705566
	Iteration 6F: 3 clusters Score -1.014703e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -10151721.000000 Penalty: 3674.705566
	Iteration 7F: 3 clusters Score -1.015172e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -10157361.000000 Penalty: 3674.705566
	Iteration 8F: 3 clusters Score -1.015736e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -10162221.000000 Penalty: 3674.705566
	Iteration 9F: 3 clusters Score -1.016222e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -10165479.000000 Penalty: 3674.705566
	Iteration 10Q: 3 clusters Score -1.016548e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -10167264.000000 Penalty: 3674.705566
	Iteration 11Q: 3 clusters Score -1.016726e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -10168164.000000 Penalty: 3674.705566
	Iteration 12Q: 3 clusters Score -1.016816e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -10168553.000000 Penalty: 3674.705566
	Iteration 13Q: 3 clusters Score -1.016855e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -10168756.000000 Penalty: 3674.705566
	Iteration 14Q: 3 clusters Score -1.016876e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -10168898.000000 Penalty: 3674.705566
	Iteration 15Q: 3 clusters Score -1.01689e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 81022 members 
Entering Unmasked Estep 
Score: -10169005.000000 Penalty: 3674.705566
	Iteration 16Q: 3 clusters Score -1.0169e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -10169027.000000 Penalty: 3674.705566
	Iteration 17Q: 3 clusters Score -1.016903e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 81081 members 
Entering Unmasked Estep 
Score: -10169045.000000 Penalty: 3674.705566
	Iteration 18Q: 3 clusters Score -1.016904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -10169072.000000 Penalty: 3674.705566
	Iteration 19Q: 3 clusters Score -1.016907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -10169078.000000 Penalty: 3674.705566
	Iteration 20F: 3 clusters Score -1.016908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -10169090.000000 Penalty: 3674.705566
	Iteration 21Q: 3 clusters Score -1.016909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
Score: -10169106.000000 Penalty: 3674.705566
	Iteration 22Q: 3 clusters Score -1.016911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -10169106.000000 Penalty: 3674.705566
	Iteration 23Q: 3 clusters Score -1.016911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -10169109.000000 Penalty: 3674.705566
	Iteration 24Q: 3 clusters Score -1.016911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -10169111.000000 Penalty: 3674.705566
	Iteration 25Q: 3 clusters Score -1.016911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 81136 members 
Entering Unmasked Estep 
Score: -10169115.000000 Penalty: 3674.705566
	Iteration 26Q: 3 clusters Score -1.016912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 81136 members 
Entering Unmasked Estep 
Score: -10169115.000000 Penalty: 3674.705566
	Iteration 27F: 3 clusters Score -1.016912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Entering Unmasked Estep 
Score: -10513746.000000 Penalty: 1842.403809
	Iteration 0F: 2 clusters Score -1.051375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -10459433.000000 Penalty: 3684.807617
	Iteration 0F: 3 clusters Score -1.045943e+07 nChanged 40127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -10483334.000000 Penalty: 3684.807617
	Iteration 1F: 3 clusters Score -1.048333e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -10484781.000000 Penalty: 3684.807617
	Iteration 2Q: 3 clusters Score -1.048478e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -10487009.000000 Penalty: 3684.807617
	Iteration 3F: 3 clusters Score -1.048701e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -10490701.000000 Penalty: 3684.807617
	Iteration 4F: 3 clusters Score -1.04907e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -10496144.000000 Penalty: 3684.807617
	Iteration 5F: 3 clusters Score -1.049614e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -10501184.000000 Penalty: 3684.807617
	Iteration 6F: 3 clusters Score -1.050118e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -10503822.000000 Penalty: 3684.807617
	Iteration 7F: 3 clusters Score -1.050382e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -10504626.000000 Penalty: 3684.807617
	Iteration 8Q: 3 clusters Score -1.050463e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -10504891.000000 Penalty: 3684.807617
	Iteration 9Q: 3 clusters Score -1.050489e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -10505169.000000 Penalty: 3684.807617
	Iteration 10Q: 3 clusters Score -1.050517e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -10505343.000000 Penalty: 3684.807617
	Iteration 11Q: 3 clusters Score -1.050534e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -10505504.000000 Penalty: 3684.807617
	Iteration 12Q: 3 clusters Score -1.05055e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -10505703.000000 Penalty: 3684.807617
	Iteration 13Q: 3 clusters Score -1.05057e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -10505790.000000 Penalty: 3684.807617
	Iteration 14Q: 3 clusters Score -1.050579e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -10506036.000000 Penalty: 3684.807617
	Iteration 15Q: 3 clusters Score -1.050604e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -10506246.000000 Penalty: 3684.807617
	Iteration 16Q: 3 clusters Score -1.050625e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -10506462.000000 Penalty: 3684.807617
	Iteration 17Q: 3 clusters Score -1.050646e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -10506600.000000 Penalty: 3684.807617
	Iteration 18Q: 3 clusters Score -1.05066e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -10506664.000000 Penalty: 3684.807617
	Iteration 19Q: 3 clusters Score -1.050666e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -10506739.000000 Penalty: 3684.807617
	Iteration 20F: 3 clusters Score -1.050674e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -10506778.000000 Penalty: 3684.807617
	Iteration 21Q: 3 clusters Score -1.050678e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -10506915.000000 Penalty: 3684.807617
	Iteration 22Q: 3 clusters Score -1.050692e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -10507036.000000 Penalty: 3684.807617
	Iteration 23Q: 3 clusters Score -1.050704e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -10507100.000000 Penalty: 3684.807617
	Iteration 24Q: 3 clusters Score -1.05071e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -10507271.000000 Penalty: 3684.807617
	Iteration 25Q: 3 clusters Score -1.050727e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -10507433.000000 Penalty: 3684.807617
	Iteration 26Q: 3 clusters Score -1.050743e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -10507565.000000 Penalty: 3684.807617
	Iteration 27Q: 3 clusters Score -1.050756e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -10507693.000000 Penalty: 3684.807617
	Iteration 28Q: 3 clusters Score -1.050769e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -10507752.000000 Penalty: 3684.807617
	Iteration 29Q: 3 clusters Score -1.050775e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -10507853.000000 Penalty: 3684.807617
	Iteration 30Q: 3 clusters Score -1.050785e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -10507933.000000 Penalty: 3684.807617
	Iteration 31Q: 3 clusters Score -1.050793e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -10507969.000000 Penalty: 3684.807617
	Iteration 32Q: 3 clusters Score -1.050797e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -10508111.000000 Penalty: 3684.807617
	Iteration 33Q: 3 clusters Score -1.050811e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -10508297.000000 Penalty: 3684.807617
	Iteration 34Q: 3 clusters Score -1.05083e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 67439 members 
Entering Unmasked Estep 
Score: -10508493.000000 Penalty: 3684.807617
	Iteration 35Q: 3 clusters Score -1.050849e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -10508670.000000 Penalty: 3684.807617
	Iteration 36Q: 3 clusters Score -1.050867e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -10508913.000000 Penalty: 3684.807617
	Iteration 37Q: 3 clusters Score -1.050891e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -10509210.000000 Penalty: 3684.807617
	Iteration 38Q: 3 clusters Score -1.050921e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 72216 members 
Entering Unmasked Estep 
Score: -10509463.000000 Penalty: 3684.807617
	Iteration 39Q: 3 clusters Score -1.050946e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -10509776.000000 Penalty: 3684.807617
	Iteration 40F: 3 clusters Score -1.050978e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -10510146.000000 Penalty: 3684.807617
	Iteration 41Q: 3 clusters Score -1.051015e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 75595 members 
Entering Unmasked Estep 
Score: -10510513.000000 Penalty: 3684.807617
	Iteration 42Q: 3 clusters Score -1.051051e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 76510 members 
Entering Unmasked Estep 
Score: -10510816.000000 Penalty: 3684.807617
	Iteration 43Q: 3 clusters Score -1.051082e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -10511051.000000 Penalty: 3684.807617
	Iteration 44Q: 3 clusters Score -1.051105e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -10511300.000000 Penalty: 3684.807617
	Iteration 45Q: 3 clusters Score -1.05113e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -10511470.000000 Penalty: 3684.807617
	Iteration 46Q: 3 clusters Score -1.051147e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -10511622.000000 Penalty: 3684.807617
	Iteration 47Q: 3 clusters Score -1.051162e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -10511788.000000 Penalty: 3684.807617
	Iteration 48Q: 3 clusters Score -1.051179e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -10511950.000000 Penalty: 3684.807617
	Iteration 49Q: 3 clusters Score -1.051195e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -10512092.000000 Penalty: 3684.807617
	Iteration 50Q: 3 clusters Score -1.051209e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -10512198.000000 Penalty: 3684.807617
	Iteration 51Q: 3 clusters Score -1.05122e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 80515 members 
Entering Unmasked Estep 
Score: -10512303.000000 Penalty: 3684.807617
	Iteration 52Q: 3 clusters Score -1.05123e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 80765 members 
Entering Unmasked Estep 
Score: -10512417.000000 Penalty: 3684.807617
	Iteration 53Q: 3 clusters Score -1.051242e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -10512497.000000 Penalty: 3684.807617
	Iteration 54Q: 3 clusters Score -1.05125e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -10512584.000000 Penalty: 3684.807617
	Iteration 55Q: 3 clusters Score -1.051258e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -10512631.000000 Penalty: 3684.807617
	Iteration 56Q: 3 clusters Score -1.051263e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -10512701.000000 Penalty: 3684.807617
	Iteration 57Q: 3 clusters Score -1.05127e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -10512711.000000 Penalty: 3684.807617
	Iteration 58Q: 3 clusters Score -1.051271e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -10512739.000000 Penalty: 3684.807617
	Iteration 59Q: 3 clusters Score -1.051274e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -10512738.000000 Penalty: 3684.807617
	Iteration 60F: 3 clusters Score -1.051274e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -10512740.000000 Penalty: 3684.807617
	Iteration 61Q: 3 clusters Score -1.051274e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -10512754.000000 Penalty: 3684.807617
	Iteration 62Q: 3 clusters Score -1.051275e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -10512732.000000 Penalty: 3684.807617
	Iteration 63Q: 3 clusters Score -1.051273e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -10512721.000000 Penalty: 3684.807617
	Iteration 64Q: 3 clusters Score -1.051272e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -10512725.000000 Penalty: 3684.807617
	Iteration 65Q: 3 clusters Score -1.051272e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -10512745.000000 Penalty: 3684.807617
	Iteration 66Q: 3 clusters Score -1.051274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 82310 members 
Entering Unmasked Estep 
Score: -10512738.000000 Penalty: 3684.807617
	Iteration 67Q: 3 clusters Score -1.051274e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -10512730.000000 Penalty: 3684.807617
	Iteration 68Q: 3 clusters Score -1.051273e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -10512744.000000 Penalty: 3684.807617
	Iteration 69Q: 3 clusters Score -1.051274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -10512751.000000 Penalty: 3684.807617
	Iteration 70Q: 3 clusters Score -1.051275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -10512757.000000 Penalty: 3684.807617
	Iteration 71Q: 3 clusters Score -1.051276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -10512751.000000 Penalty: 3684.807617
	Iteration 72Q: 3 clusters Score -1.051275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -10512760.000000 Penalty: 3684.807617
	Iteration 73Q: 3 clusters Score -1.051276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -10512748.000000 Penalty: 3684.807617
	Iteration 74Q: 3 clusters Score -1.051275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -10512739.000000 Penalty: 3684.807617
	Iteration 75Q: 3 clusters Score -1.051274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -10512747.000000 Penalty: 3684.807617
	Iteration 76Q: 3 clusters Score -1.051275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -10512768.000000 Penalty: 3684.807617
	Iteration 77Q: 3 clusters Score -1.051277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 82549 members 
Entering Unmasked Estep 
Score: -10512772.000000 Penalty: 3684.807617
	Iteration 78Q: 3 clusters Score -1.051277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -10512770.000000 Penalty: 3684.807617
	Iteration 79Q: 3 clusters Score -1.051277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -10512764.000000 Penalty: 3684.807617
	Iteration 80F: 3 clusters Score -1.051276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -10512761.000000 Penalty: 3684.807617
	Iteration 81Q: 3 clusters Score -1.051276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -10512769.000000 Penalty: 3684.807617
	Iteration 82Q: 3 clusters Score -1.051277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -10512768.000000 Penalty: 3684.807617
	Iteration 83Q: 3 clusters Score -1.051277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -10512763.000000 Penalty: 3684.807617
	Iteration 84Q: 3 clusters Score -1.051276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -10512771.000000 Penalty: 3684.807617
	Iteration 85Q: 3 clusters Score -1.051277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -10512772.000000 Penalty: 3684.807617
	Iteration 86Q: 3 clusters Score -1.051277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -10512766.000000 Penalty: 3684.807617
	Iteration 87Q: 3 clusters Score -1.051277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -10512775.000000 Penalty: 3684.807617
	Iteration 88Q: 3 clusters Score -1.051278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -10512771.000000 Penalty: 3684.807617
	Iteration 89Q: 3 clusters Score -1.051277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 82683 members 
Entering Unmasked Estep 
Score: -10512770.000000 Penalty: 3684.807617
	Iteration 90Q: 3 clusters Score -1.051277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -10512766.000000 Penalty: 3684.807617
	Iteration 91Q: 3 clusters Score -1.051277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -10512771.000000 Penalty: 3684.807617
	Iteration 92Q: 3 clusters Score -1.051277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -10512762.000000 Penalty: 3684.807617
	Iteration 93Q: 3 clusters Score -1.051276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -10512758.000000 Penalty: 3684.807617
	Iteration 94Q: 3 clusters Score -1.051276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -10512761.000000 Penalty: 3684.807617
	Iteration 95Q: 3 clusters Score -1.051276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -10512768.000000 Penalty: 3684.807617
	Iteration 96Q: 3 clusters Score -1.051277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -10512769.000000 Penalty: 3684.807617
	Iteration 97Q: 3 clusters Score -1.051277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -10512760.000000 Penalty: 3684.807617
	Iteration 98Q: 3 clusters Score -1.051276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 82710 members 
Entering Unmasked Estep 
Score: -10512761.000000 Penalty: 3684.807617
	Iteration 99Q: 3 clusters Score -1.051276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -10512759.000000 Penalty: 3684.807617
	Iteration 100F: 3 clusters Score -1.051276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 82716 members 
Entering Unmasked Estep 
Score: -10512759.000000 Penalty: 3684.807617
	Iteration 101Q: 3 clusters Score -1.051276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 82717 members 
Entering Unmasked Estep 
Score: -10512759.000000 Penalty: 3684.807617
	Iteration 102Q: 3 clusters Score -1.051276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -10512767.000000 Penalty: 3684.807617
	Iteration 103Q: 3 clusters Score -1.051277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -10512764.000000 Penalty: 3684.807617
	Iteration 104Q: 3 clusters Score -1.051276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -10512770.000000 Penalty: 3684.807617
	Iteration 105Q: 3 clusters Score -1.051277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -10512767.000000 Penalty: 3684.807617
	Iteration 106Q: 3 clusters Score -1.051277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -10512767.000000 Penalty: 3684.807617
	Iteration 107Q: 3 clusters Score -1.051277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -10512768.000000 Penalty: 3684.807617
	Iteration 108Q: 3 clusters Score -1.051277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -10512768.000000 Penalty: 3684.807617
	Iteration 109Q: 3 clusters Score -1.051277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -10512780.000000 Penalty: 3684.807617
	Iteration 110Q: 3 clusters Score -1.051278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -10512780.000000 Penalty: 3684.807617
	Iteration 111F: 3 clusters Score -1.051278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -239789.734375 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -239789.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -237650.937500 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -237650.9 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -238170.812500 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -238170.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -238357.343750 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -238357.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -238545.750000 Penalty: 2483.664551
	Iteration 3F: 3 clusters Score -238545.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -238708.734375 Penalty: 2483.664551
	Iteration 4F: 3 clusters Score -238708.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -238871.921875 Penalty: 2483.664551
	Iteration 5F: 3 clusters Score -238871.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -238977.140625 Penalty: 2483.664551
	Iteration 6F: 3 clusters Score -238977.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -239055.500000 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -239055.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -239120.984375 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -239121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -239174.640625 Penalty: 2483.664551
	Iteration 9Q: 3 clusters Score -239174.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -239224.203125 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -239224.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -239286.375000 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -239286.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -239330.828125 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -239330.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -239354.906250 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -239354.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -239365.609375 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -239365.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -239372.046875 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -239372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -239375.484375 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -239375.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -239375.375000 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -239375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -239376.281250 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -239376.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -239377.187500 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -239377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -239377.203125 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -239377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -239377.671875 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -239377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -239377.671875 Penalty: 2483.664551
	Iteration 22F: 3 clusters Score -239377.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Entering Unmasked Estep 
Score: -3531483.000000 Penalty: 1667.188721
	Iteration 0F: 2 clusters Score -3531483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3512150.250000 Penalty: 3334.377441
	Iteration 0F: 3 clusters Score -3512150 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3519476.250000 Penalty: 3334.377441
	Iteration 1F: 3 clusters Score -3519476 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3519980.000000 Penalty: 3334.377441
	Iteration 2Q: 3 clusters Score -3519980 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3520652.500000 Penalty: 3334.377441
	Iteration 3F: 3 clusters Score -3520652 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3521638.750000 Penalty: 3334.377441
	Iteration 4F: 3 clusters Score -3521639 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3523132.500000 Penalty: 3334.377441
	Iteration 5F: 3 clusters Score -3523132 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3525183.000000 Penalty: 3334.377441
	Iteration 6F: 3 clusters Score -3525183 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3527212.250000 Penalty: 3334.377441
	Iteration 7F: 3 clusters Score -3527212 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3528634.500000 Penalty: 3334.377441
	Iteration 8F: 3 clusters Score -3528634 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3529417.750000 Penalty: 3334.377441
	Iteration 9Q: 3 clusters Score -3529418 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3529778.250000 Penalty: 3334.377441
	Iteration 10Q: 3 clusters Score -3529778 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -3529928.000000 Penalty: 3334.377441
	Iteration 11Q: 3 clusters Score -3529928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3529990.000000 Penalty: 3334.377441
	Iteration 12Q: 3 clusters Score -3529990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3530021.250000 Penalty: 3334.377441
	Iteration 13Q: 3 clusters Score -3530021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3530054.000000 Penalty: 3334.377441
	Iteration 14Q: 3 clusters Score -3530054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3530081.750000 Penalty: 3334.377441
	Iteration 15Q: 3 clusters Score -3530082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3530088.000000 Penalty: 3334.377441
	Iteration 16Q: 3 clusters Score -3530088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -3530094.500000 Penalty: 3334.377441
	Iteration 17Q: 3 clusters Score -3530094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3530101.750000 Penalty: 3334.377441
	Iteration 18Q: 3 clusters Score -3530102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3530101.500000 Penalty: 3334.377441
	Iteration 19Q: 3 clusters Score -3530102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3530102.000000 Penalty: 3334.377441
	Iteration 20F: 3 clusters Score -3530102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3530104.750000 Penalty: 3334.377441
	Iteration 21Q: 3 clusters Score -3530105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3530106.500000 Penalty: 3334.377441
	Iteration 22Q: 3 clusters Score -3530106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3530107.500000 Penalty: 3334.377441
	Iteration 23Q: 3 clusters Score -3530108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3530106.000000 Penalty: 3334.377441
	Iteration 24Q: 3 clusters Score -3530106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3530109.500000 Penalty: 3334.377441
	Iteration 25Q: 3 clusters Score -3530110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3530110.250000 Penalty: 3334.377441
	Iteration 26Q: 3 clusters Score -3530110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3530110.000000 Penalty: 3334.377441
	Iteration 27Q: 3 clusters Score -3530110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3530110.750000 Penalty: 3334.377441
	Iteration 28Q: 3 clusters Score -3530111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3530109.250000 Penalty: 3334.377441
	Iteration 29Q: 3 clusters Score -3530109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3530109.250000 Penalty: 3334.377441
	Iteration 30F: 3 clusters Score -3530109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -324271.343750 Penalty: 1288.072876
	Iteration 0F: 2 clusters Score -324271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -321690.750000 Penalty: 2576.145752
	Iteration 0F: 3 clusters Score -321690.8 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -322393.593750 Penalty: 2576.145752
	Iteration 1F: 3 clusters Score -322393.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -322598.781250 Penalty: 2576.145752
	Iteration 2F: 3 clusters Score -322598.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -322798.218750 Penalty: 2576.145752
	Iteration 3F: 3 clusters Score -322798.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -322993.750000 Penalty: 2576.145752
	Iteration 4F: 3 clusters Score -322993.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -323219.468750 Penalty: 2576.145752
	Iteration 5F: 3 clusters Score -323219.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -323401.843750 Penalty: 2576.145752
	Iteration 6F: 3 clusters Score -323401.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -323533.906250 Penalty: 2576.145752
	Iteration 7Q: 3 clusters Score -323533.9 nChanged 111
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: -323641.718750 Penalty: 2576.145752
	Iteration 8Q: 3 clusters Score -323641.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -323723.375000 Penalty: 2576.145752
	Iteration 9Q: 3 clusters Score -323723.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -323771.218750 Penalty: 2576.145752
	Iteration 10Q: 3 clusters Score -323771.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -323800.375000 Penalty: 2576.145752
	Iteration 11Q: 3 clusters Score -323800.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -323819.218750 Penalty: 2576.145752
	Iteration 12Q: 3 clusters Score -323819.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -323832.031250 Penalty: 2576.145752
	Iteration 13Q: 3 clusters Score -323832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -323844.687500 Penalty: 2576.145752
	Iteration 14Q: 3 clusters Score -323844.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -323850.937500 Penalty: 2576.145752
	Iteration 15Q: 3 clusters Score -323850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -323853.968750 Penalty: 2576.145752
	Iteration 16Q: 3 clusters Score -323854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -323855.812500 Penalty: 2576.145752
	Iteration 17Q: 3 clusters Score -323855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -323856.343750 Penalty: 2576.145752
	Iteration 18Q: 3 clusters Score -323856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -323856.937500 Penalty: 2576.145752
	Iteration 19Q: 3 clusters Score -323856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -323857.906250 Penalty: 2576.145752
	Iteration 20F: 3 clusters Score -323857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -323865.687500 Penalty: 2576.145752
	Iteration 21Q: 3 clusters Score -323865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -323885.531250 Penalty: 2576.145752
	Iteration 22Q: 3 clusters Score -323885.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -323892.843750 Penalty: 2576.145752
	Iteration 23Q: 3 clusters Score -323892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -323900.937500 Penalty: 2576.145752
	Iteration 24Q: 3 clusters Score -323900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -323909.593750 Penalty: 2576.145752
	Iteration 25Q: 3 clusters Score -323909.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -323914.625000 Penalty: 2576.145752
	Iteration 26Q: 3 clusters Score -323914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -323920.031250 Penalty: 2576.145752
	Iteration 27Q: 3 clusters Score -323920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -323925.187500 Penalty: 2576.145752
	Iteration 28Q: 3 clusters Score -323925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -323927.250000 Penalty: 2576.145752
	Iteration 29Q: 3 clusters Score -323927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -323928.000000 Penalty: 2576.145752
	Iteration 30Q: 3 clusters Score -323928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -323928.500000 Penalty: 2576.145752
	Iteration 31Q: 3 clusters Score -323928.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -323928.500000 Penalty: 2576.145752
	Iteration 32F: 3 clusters Score -323928.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Entering Unmasked Estep 
Score: -6219992.000000 Penalty: 1755.023926
	Iteration 0F: 2 clusters Score -6219992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -6187648.000000 Penalty: 3510.047852
	Iteration 0F: 3 clusters Score -6187648 nChanged 22945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -6200631.000000 Penalty: 3510.047852
	Iteration 1F: 3 clusters Score -6200631 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -6201259.000000 Penalty: 3510.047852
	Iteration 2Q: 3 clusters Score -6201259 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -6202058.000000 Penalty: 3510.047852
	Iteration 3Q: 3 clusters Score -6202058 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -6203132.500000 Penalty: 3510.047852
	Iteration 4Q: 3 clusters Score -6203132 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -6204816.000000 Penalty: 3510.047852
	Iteration 5F: 3 clusters Score -6204816 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -6207054.500000 Penalty: 3510.047852
	Iteration 6F: 3 clusters Score -6207054 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -6210026.000000 Penalty: 3510.047852
	Iteration 7F: 3 clusters Score -6210026 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -6213056.500000 Penalty: 3510.047852
	Iteration 8F: 3 clusters Score -6213056 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6215437.500000 Penalty: 3510.047852
	Iteration 9F: 3 clusters Score -6215438 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6216879.000000 Penalty: 3510.047852
	Iteration 10Q: 3 clusters Score -6216879 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6217612.500000 Penalty: 3510.047852
	Iteration 11Q: 3 clusters Score -6217612 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6217994.500000 Penalty: 3510.047852
	Iteration 12Q: 3 clusters Score -6217994 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6218177.000000 Penalty: 3510.047852
	Iteration 13Q: 3 clusters Score -6218177 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6218317.000000 Penalty: 3510.047852
	Iteration 14Q: 3 clusters Score -6218317 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6218391.500000 Penalty: 3510.047852
	Iteration 15Q: 3 clusters Score -6218392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6218455.000000 Penalty: 3510.047852
	Iteration 16Q: 3 clusters Score -6218455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6218480.500000 Penalty: 3510.047852
	Iteration 17Q: 3 clusters Score -6218480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6218495.000000 Penalty: 3510.047852
	Iteration 18Q: 3 clusters Score -6218495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6218503.000000 Penalty: 3510.047852
	Iteration 19Q: 3 clusters Score -6218503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6218518.000000 Penalty: 3510.047852
	Iteration 20F: 3 clusters Score -6218518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6218526.500000 Penalty: 3510.047852
	Iteration 21Q: 3 clusters Score -6218526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6218531.000000 Penalty: 3510.047852
	Iteration 22Q: 3 clusters Score -6218531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6218548.500000 Penalty: 3510.047852
	Iteration 23Q: 3 clusters Score -6218548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6218554.500000 Penalty: 3510.047852
	Iteration 24Q: 3 clusters Score -6218554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6218559.000000 Penalty: 3510.047852
	Iteration 25Q: 3 clusters Score -6218559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6218552.500000 Penalty: 3510.047852
	Iteration 26Q: 3 clusters Score -6218552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6218558.000000 Penalty: 3510.047852
	Iteration 27Q: 3 clusters Score -6218558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6218558.000000 Penalty: 3510.047852
	Iteration 28F: 3 clusters Score -6218558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Entering Unmasked Estep 
Score: -11738487.000000 Penalty: 1860.246704
	Iteration 0F: 2 clusters Score -1.173849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -11678494.000000 Penalty: 3720.493408
	Iteration 0F: 3 clusters Score -1.167849e+07 nChanged 44669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -11704246.000000 Penalty: 3720.493408
	Iteration 1F: 3 clusters Score -1.170425e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -11704765.000000 Penalty: 3720.493408
	Iteration 2Q: 3 clusters Score -1.170476e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -11705378.000000 Penalty: 3720.493408
	Iteration 3Q: 3 clusters Score -1.170538e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -11706284.000000 Penalty: 3720.493408
	Iteration 4Q: 3 clusters Score -1.170628e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -11707170.000000 Penalty: 3720.493408
	Iteration 5Q: 3 clusters Score -1.170717e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -11708690.000000 Penalty: 3720.493408
	Iteration 6Q: 3 clusters Score -1.170869e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -11711001.000000 Penalty: 3720.493408
	Iteration 7Q: 3 clusters Score -1.1711e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -11714536.000000 Penalty: 3720.493408
	Iteration 8F: 3 clusters Score -1.171454e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -11718935.000000 Penalty: 3720.493408
	Iteration 9F: 3 clusters Score -1.171894e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -11723025.000000 Penalty: 3720.493408
	Iteration 10F: 3 clusters Score -1.172302e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -11725474.000000 Penalty: 3720.493408
	Iteration 11F: 3 clusters Score -1.172547e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -11726611.000000 Penalty: 3720.493408
	Iteration 12Q: 3 clusters Score -1.172661e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -11727080.000000 Penalty: 3720.493408
	Iteration 13Q: 3 clusters Score -1.172708e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -11727554.000000 Penalty: 3720.493408
	Iteration 14Q: 3 clusters Score -1.172755e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -11727917.000000 Penalty: 3720.493408
	Iteration 15Q: 3 clusters Score -1.172792e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -11728345.000000 Penalty: 3720.493408
	Iteration 16Q: 3 clusters Score -1.172834e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -11728647.000000 Penalty: 3720.493408
	Iteration 17Q: 3 clusters Score -1.172865e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -11728929.000000 Penalty: 3720.493408
	Iteration 18Q: 3 clusters Score -1.172893e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -11729329.000000 Penalty: 3720.493408
	Iteration 19Q: 3 clusters Score -1.172933e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -11729730.000000 Penalty: 3720.493408
	Iteration 20F: 3 clusters Score -1.172973e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -11730211.000000 Penalty: 3720.493408
	Iteration 21Q: 3 clusters Score -1.173021e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -11730687.000000 Penalty: 3720.493408
	Iteration 22Q: 3 clusters Score -1.173069e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -11731073.000000 Penalty: 3720.493408
	Iteration 23Q: 3 clusters Score -1.173107e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -11731424.000000 Penalty: 3720.493408
	Iteration 24Q: 3 clusters Score -1.173142e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -11731513.000000 Penalty: 3720.493408
	Iteration 25Q: 3 clusters Score -1.173151e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -11731598.000000 Penalty: 3720.493408
	Iteration 26Q: 3 clusters Score -1.17316e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -11731596.000000 Penalty: 3720.493408
	Iteration 27Q: 3 clusters Score -1.17316e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -11731656.000000 Penalty: 3720.493408
	Iteration 28Q: 3 clusters Score -1.173166e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -11731625.000000 Penalty: 3720.493408
	Iteration 29Q: 3 clusters Score -1.173162e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -11731509.000000 Penalty: 3720.493408
	Iteration 30Q: 3 clusters Score -1.173151e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -11731546.000000 Penalty: 3720.493408
	Iteration 31Q: 3 clusters Score -1.173155e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -11731601.000000 Penalty: 3720.493408
	Iteration 32Q: 3 clusters Score -1.17316e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -11731652.000000 Penalty: 3720.493408
	Iteration 33Q: 3 clusters Score -1.173165e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -11731552.000000 Penalty: 3720.493408
	Iteration 34Q: 3 clusters Score -1.173155e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -11731525.000000 Penalty: 3720.493408
	Iteration 35Q: 3 clusters Score -1.173152e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -11731512.000000 Penalty: 3720.493408
	Iteration 36Q: 3 clusters Score -1.173151e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -11731447.000000 Penalty: 3720.493408
	Iteration 37Q: 3 clusters Score -1.173145e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -11731375.000000 Penalty: 3720.493408
	Iteration 38Q: 3 clusters Score -1.173138e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -11731323.000000 Penalty: 3720.493408
	Iteration 39Q: 3 clusters Score -1.173132e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -11731248.000000 Penalty: 3720.493408
	Iteration 40F: 3 clusters Score -1.173125e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -11731178.000000 Penalty: 3720.493408
	Iteration 41Q: 3 clusters Score -1.173118e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -11731115.000000 Penalty: 3720.493408
	Iteration 42Q: 3 clusters Score -1.173112e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -11731047.000000 Penalty: 3720.493408
	Iteration 43Q: 3 clusters Score -1.173105e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -11730977.000000 Penalty: 3720.493408
	Iteration 44Q: 3 clusters Score -1.173098e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -11730880.000000 Penalty: 3720.493408
	Iteration 45Q: 3 clusters Score -1.173088e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -11730788.000000 Penalty: 3720.493408
	Iteration 46Q: 3 clusters Score -1.173079e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -11730689.000000 Penalty: 3720.493408
	Iteration 47Q: 3 clusters Score -1.173069e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -11730614.000000 Penalty: 3720.493408
	Iteration 48Q: 3 clusters Score -1.173061e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -11730443.000000 Penalty: 3720.493408
	Iteration 49Q: 3 clusters Score -1.173044e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -11730353.000000 Penalty: 3720.493408
	Iteration 50Q: 3 clusters Score -1.173035e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -11730163.000000 Penalty: 3720.493408
	Iteration 51Q: 3 clusters Score -1.173016e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -11730019.000000 Penalty: 3720.493408
	Iteration 52Q: 3 clusters Score -1.173002e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -11729910.000000 Penalty: 3720.493408
	Iteration 53Q: 3 clusters Score -1.172991e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -11729822.000000 Penalty: 3720.493408
	Iteration 54Q: 3 clusters Score -1.172982e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -11729727.000000 Penalty: 3720.493408
	Iteration 55Q: 3 clusters Score -1.172973e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -11729777.000000 Penalty: 3720.493408
	Iteration 56Q: 3 clusters Score -1.172978e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -11729815.000000 Penalty: 3720.493408
	Iteration 57Q: 3 clusters Score -1.172982e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -11729858.000000 Penalty: 3720.493408
	Iteration 58Q: 3 clusters Score -1.172986e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -11730039.000000 Penalty: 3720.493408
	Iteration 59Q: 3 clusters Score -1.173004e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -11730445.000000 Penalty: 3720.493408
	Iteration 60F: 3 clusters Score -1.173044e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -11730864.000000 Penalty: 3720.493408
	Iteration 61Q: 3 clusters Score -1.173086e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -11731533.000000 Penalty: 3720.493408
	Iteration 62Q: 3 clusters Score -1.173153e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -11732919.000000 Penalty: 3720.493408
	Iteration 63Q: 3 clusters Score -1.173292e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -11734518.000000 Penalty: 3720.493408
	Iteration 64Q: 3 clusters Score -1.173452e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -11735569.000000 Penalty: 3720.493408
	Iteration 65Q: 3 clusters Score -1.173557e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -11736344.000000 Penalty: 3720.493408
	Iteration 66Q: 3 clusters Score -1.173634e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -11736813.000000 Penalty: 3720.493408
	Iteration 67Q: 3 clusters Score -1.173681e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89720 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -11736981.000000 Penalty: 3720.493408
	Iteration 68Q: 3 clusters Score -1.173698e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90450 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -11737152.000000 Penalty: 3720.493408
	Iteration 69Q: 3 clusters Score -1.173715e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91003 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -11737206.000000 Penalty: 3720.493408
	Iteration 70Q: 3 clusters Score -1.173721e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -11737223.000000 Penalty: 3720.493408
	Iteration 71Q: 3 clusters Score -1.173722e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -11737286.000000 Penalty: 3720.493408
	Iteration 72Q: 3 clusters Score -1.173729e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -11737291.000000 Penalty: 3720.493408
	Iteration 73Q: 3 clusters Score -1.173729e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11737332.000000 Penalty: 3720.493408
	Iteration 74Q: 3 clusters Score -1.173733e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -11737349.000000 Penalty: 3720.493408
	Iteration 75Q: 3 clusters Score -1.173735e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92487 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11737323.000000 Penalty: 3720.493408
	Iteration 76Q: 3 clusters Score -1.173732e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11737338.000000 Penalty: 3720.493408
	Iteration 77Q: 3 clusters Score -1.173734e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11737343.000000 Penalty: 3720.493408
	Iteration 78Q: 3 clusters Score -1.173734e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92737 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11737345.000000 Penalty: 3720.493408
	Iteration 79Q: 3 clusters Score -1.173734e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11737320.000000 Penalty: 3720.493408
	Iteration 80F: 3 clusters Score -1.173732e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92846 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -11737306.000000 Penalty: 3720.493408
	Iteration 81Q: 3 clusters Score -1.173731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11737315.000000 Penalty: 3720.493408
	Iteration 82Q: 3 clusters Score -1.173732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -11737329.000000 Penalty: 3720.493408
	Iteration 83Q: 3 clusters Score -1.173733e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11737324.000000 Penalty: 3720.493408
	Iteration 84Q: 3 clusters Score -1.173732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11737329.000000 Penalty: 3720.493408
	Iteration 85Q: 3 clusters Score -1.173733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11737325.000000 Penalty: 3720.493408
	Iteration 86Q: 3 clusters Score -1.173732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11737328.000000 Penalty: 3720.493408
	Iteration 87Q: 3 clusters Score -1.173733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11737323.000000 Penalty: 3720.493408
	Iteration 88Q: 3 clusters Score -1.173732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11737334.000000 Penalty: 3720.493408
	Iteration 89Q: 3 clusters Score -1.173733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11737334.000000 Penalty: 3720.493408
	Iteration 90Q: 3 clusters Score -1.173733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11737337.000000 Penalty: 3720.493408
	Iteration 91Q: 3 clusters Score -1.173734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11737345.000000 Penalty: 3720.493408
	Iteration 92Q: 3 clusters Score -1.173734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -11737349.000000 Penalty: 3720.493408
	Iteration 93Q: 3 clusters Score -1.173735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11737348.000000 Penalty: 3720.493408
	Iteration 94Q: 3 clusters Score -1.173735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11737343.000000 Penalty: 3720.493408
	Iteration 95Q: 3 clusters Score -1.173734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11737343.000000 Penalty: 3720.493408
	Iteration 96F: 3 clusters Score -1.173734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -40255.019531 Penalty: 966.555725
	Iteration 0F: 2 clusters Score -40255.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39317.921875 Penalty: 1933.111450
	Iteration 0F: 3 clusters Score -39317.92 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39478.707031 Penalty: 1933.111450
	Iteration 1F: 3 clusters Score -39478.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39576.683594 Penalty: 1933.111450
	Iteration 2F: 3 clusters Score -39576.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39607.890625 Penalty: 1933.111450
	Iteration 3Q: 3 clusters Score -39607.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39631.164062 Penalty: 1933.111450
	Iteration 4Q: 3 clusters Score -39631.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39654.128906 Penalty: 1933.111450
	Iteration 5Q: 3 clusters Score -39654.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39673.246094 Penalty: 1933.111450
	Iteration 6Q: 3 clusters Score -39673.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39694.437500 Penalty: 1933.111450
	Iteration 7Q: 3 clusters Score -39694.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39707.546875 Penalty: 1933.111450
	Iteration 8Q: 3 clusters Score -39707.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39721.839844 Penalty: 1933.111450
	Iteration 9Q: 3 clusters Score -39721.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39747.984375 Penalty: 1933.111450
	Iteration 10Q: 3 clusters Score -39747.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39769.824219 Penalty: 1933.111450
	Iteration 11Q: 3 clusters Score -39769.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39779.171875 Penalty: 1933.111450
	Iteration 12Q: 3 clusters Score -39779.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39807.492188 Penalty: 1933.111450
	Iteration 13Q: 3 clusters Score -39807.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39844.164062 Penalty: 1933.111450
	Iteration 14Q: 3 clusters Score -39844.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39883.347656 Penalty: 1933.111450
	Iteration 15Q: 3 clusters Score -39883.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39910.667969 Penalty: 1933.111450
	Iteration 16Q: 3 clusters Score -39910.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39930.085938 Penalty: 1933.111450
	Iteration 17Q: 3 clusters Score -39930.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39950.027344 Penalty: 1933.111450
	Iteration 18Q: 3 clusters Score -39950.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39950.968750 Penalty: 1933.111450
	Iteration 19Q: 3 clusters Score -39950.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39955.585938 Penalty: 1933.111450
	Iteration 20F: 3 clusters Score -39955.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39965.101562 Penalty: 1933.111450
	Iteration 21Q: 3 clusters Score -39965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39977.636719 Penalty: 1933.111450
	Iteration 22Q: 3 clusters Score -39977.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39991.042969 Penalty: 1933.111450
	Iteration 23Q: 3 clusters Score -39991.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39994.484375 Penalty: 1933.111450
	Iteration 24Q: 3 clusters Score -39994.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40001.277344 Penalty: 1933.111450
	Iteration 25Q: 3 clusters Score -40001.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40001.277344 Penalty: 1933.111450
	Iteration 26F: 3 clusters Score -40001.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Entering Unmasked Estep 
Score: -1610732.875000 Penalty: 1542.765137
	Iteration 0F: 2 clusters Score -1610733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1601420.750000 Penalty: 3085.530273
	Iteration 0F: 3 clusters Score -1601421 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1604629.375000 Penalty: 3085.530273
	Iteration 1F: 3 clusters Score -1604629 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1604940.000000 Penalty: 3085.530273
	Iteration 2F: 3 clusters Score -1604940 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1605237.500000 Penalty: 3085.530273
	Iteration 3F: 3 clusters Score -1605238 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1605558.000000 Penalty: 3085.530273
	Iteration 4Q: 3 clusters Score -1605558 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1605903.125000 Penalty: 3085.530273
	Iteration 5Q: 3 clusters Score -1605903 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1606344.500000 Penalty: 3085.530273
	Iteration 6F: 3 clusters Score -1606344 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1606885.625000 Penalty: 3085.530273
	Iteration 7F: 3 clusters Score -1606886 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1607526.000000 Penalty: 3085.530273
	Iteration 8F: 3 clusters Score -1607526 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1608164.875000 Penalty: 3085.530273
	Iteration 9F: 3 clusters Score -1608165 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1608653.500000 Penalty: 3085.530273
	Iteration 10Q: 3 clusters Score -1608654 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1608962.875000 Penalty: 3085.530273
	Iteration 11Q: 3 clusters Score -1608963 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1609115.125000 Penalty: 3085.530273
	Iteration 12Q: 3 clusters Score -1609115 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1609214.000000 Penalty: 3085.530273
	Iteration 13Q: 3 clusters Score -1609214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1609273.500000 Penalty: 3085.530273
	Iteration 14Q: 3 clusters Score -1609274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1609312.625000 Penalty: 3085.530273
	Iteration 15Q: 3 clusters Score -1609313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1609338.625000 Penalty: 3085.530273
	Iteration 16Q: 3 clusters Score -1609339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1609357.250000 Penalty: 3085.530273
	Iteration 17Q: 3 clusters Score -1609357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1609369.750000 Penalty: 3085.530273
	Iteration 18Q: 3 clusters Score -1609370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1609379.750000 Penalty: 3085.530273
	Iteration 19Q: 3 clusters Score -1609380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1609389.250000 Penalty: 3085.530273
	Iteration 20F: 3 clusters Score -1609389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1609397.000000 Penalty: 3085.530273
	Iteration 21Q: 3 clusters Score -1609397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1609400.250000 Penalty: 3085.530273
	Iteration 22Q: 3 clusters Score -1609400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1609402.000000 Penalty: 3085.530273
	Iteration 23Q: 3 clusters Score -1609402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1609402.125000 Penalty: 3085.530273
	Iteration 24Q: 3 clusters Score -1609402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1609404.000000 Penalty: 3085.530273
	Iteration 25Q: 3 clusters Score -1609404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1609406.500000 Penalty: 3085.530273
	Iteration 26Q: 3 clusters Score -1609406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1609406.500000 Penalty: 3085.530273
	Iteration 27F: 3 clusters Score -1609406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Entering Unmasked Estep 
Score: -837059.437500 Penalty: 1435.271729
	Iteration 0F: 2 clusters Score -837059.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -831915.187500 Penalty: 2870.543457
	Iteration 0F: 3 clusters Score -831915.2 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -833452.812500 Penalty: 2870.543457
	Iteration 1F: 3 clusters Score -833452.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -833621.812500 Penalty: 2870.543457
	Iteration 2F: 3 clusters Score -833621.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -833747.125000 Penalty: 2870.543457
	Iteration 3Q: 3 clusters Score -833747.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -833839.312500 Penalty: 2870.543457
	Iteration 4Q: 3 clusters Score -833839.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -833918.500000 Penalty: 2870.543457
	Iteration 5Q: 3 clusters Score -833918.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -834003.187500 Penalty: 2870.543457
	Iteration 6Q: 3 clusters Score -834003.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -834083.375000 Penalty: 2870.543457
	Iteration 7Q: 3 clusters Score -834083.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -834155.000000 Penalty: 2870.543457
	Iteration 8Q: 3 clusters Score -834155 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -834220.875000 Penalty: 2870.543457
	Iteration 9Q: 3 clusters Score -834220.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -834282.125000 Penalty: 2870.543457
	Iteration 10Q: 3 clusters Score -834282.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -834366.750000 Penalty: 2870.543457
	Iteration 11Q: 3 clusters Score -834366.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -834471.875000 Penalty: 2870.543457
	Iteration 12Q: 3 clusters Score -834471.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -834597.375000 Penalty: 2870.543457
	Iteration 13Q: 3 clusters Score -834597.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -834722.187500 Penalty: 2870.543457
	Iteration 14Q: 3 clusters Score -834722.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -834831.937500 Penalty: 2870.543457
	Iteration 15Q: 3 clusters Score -834831.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -834932.250000 Penalty: 2870.543457
	Iteration 16Q: 3 clusters Score -834932.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -835014.937500 Penalty: 2870.543457
	Iteration 17Q: 3 clusters Score -835014.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -835078.375000 Penalty: 2870.543457
	Iteration 18Q: 3 clusters Score -835078.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -835120.875000 Penalty: 2870.543457
	Iteration 19Q: 3 clusters Score -835120.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -835153.500000 Penalty: 2870.543457
	Iteration 20F: 3 clusters Score -835153.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -835170.250000 Penalty: 2870.543457
	Iteration 21Q: 3 clusters Score -835170.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -835183.750000 Penalty: 2870.543457
	Iteration 22Q: 3 clusters Score -835183.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -835194.875000 Penalty: 2870.543457
	Iteration 23Q: 3 clusters Score -835194.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -835201.750000 Penalty: 2870.543457
	Iteration 24Q: 3 clusters Score -835201.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -835208.937500 Penalty: 2870.543457
	Iteration 25Q: 3 clusters Score -835208.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -835211.750000 Penalty: 2870.543457
	Iteration 26Q: 3 clusters Score -835211.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -835214.562500 Penalty: 2870.543457
	Iteration 27Q: 3 clusters Score -835214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -835217.062500 Penalty: 2870.543457
	Iteration 28Q: 3 clusters Score -835217.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -835219.437500 Penalty: 2870.543457
	Iteration 29Q: 3 clusters Score -835219.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -835220.687500 Penalty: 2870.543457
	Iteration 30Q: 3 clusters Score -835220.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -835221.125000 Penalty: 2870.543457
	Iteration 31Q: 3 clusters Score -835221.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -835222.500000 Penalty: 2870.543457
	Iteration 32Q: 3 clusters Score -835222.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -835223.937500 Penalty: 2870.543457
	Iteration 33Q: 3 clusters Score -835223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -835224.500000 Penalty: 2870.543457
	Iteration 34Q: 3 clusters Score -835224.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -835227.562500 Penalty: 2870.543457
	Iteration 35Q: 3 clusters Score -835227.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -835226.625000 Penalty: 2870.543457
	Iteration 36Q: 3 clusters Score -835226.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -835232.875000 Penalty: 2870.543457
	Iteration 37Q: 3 clusters Score -835232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -835230.437500 Penalty: 2870.543457
	Iteration 38Q: 3 clusters Score -835230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -835231.062500 Penalty: 2870.543457
	Iteration 39Q: 3 clusters Score -835231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -835231.125000 Penalty: 2870.543457
	Iteration 40F: 3 clusters Score -835231.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -835232.125000 Penalty: 2870.543457
	Iteration 41Q: 3 clusters Score -835232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -835232.812500 Penalty: 2870.543457
	Iteration 42Q: 3 clusters Score -835232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -835233.875000 Penalty: 2870.543457
	Iteration 43Q: 3 clusters Score -835233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -835234.000000 Penalty: 2870.543457
	Iteration 44Q: 3 clusters Score -835234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -835234.187500 Penalty: 2870.543457
	Iteration 45Q: 3 clusters Score -835234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -835234.937500 Penalty: 2870.543457
	Iteration 46Q: 3 clusters Score -835234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -835234.937500 Penalty: 2870.543457
	Iteration 47F: 3 clusters Score -835234.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -407215.468750 Penalty: 1318.626465
	Iteration 0F: 2 clusters Score -407215.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -404323.312500 Penalty: 2637.252930
	Iteration 0F: 3 clusters Score -404323.3 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -405005.906250 Penalty: 2637.252930
	Iteration 1F: 3 clusters Score -405005.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -405112.187500 Penalty: 2637.252930
	Iteration 2F: 3 clusters Score -405112.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -405187.281250 Penalty: 2637.252930
	Iteration 3Q: 3 clusters Score -405187.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -405239.562500 Penalty: 2637.252930
	Iteration 4Q: 3 clusters Score -405239.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -405275.781250 Penalty: 2637.252930
	Iteration 5Q: 3 clusters Score -405275.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -405298.250000 Penalty: 2637.252930
	Iteration 6Q: 3 clusters Score -405298.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -405316.500000 Penalty: 2637.252930
	Iteration 7Q: 3 clusters Score -405316.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -405338.687500 Penalty: 2637.252930
	Iteration 8Q: 3 clusters Score -405338.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -405358.343750 Penalty: 2637.252930
	Iteration 9Q: 3 clusters Score -405358.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -405378.843750 Penalty: 2637.252930
	Iteration 10Q: 3 clusters Score -405378.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -405400.968750 Penalty: 2637.252930
	Iteration 11Q: 3 clusters Score -405401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -405418.437500 Penalty: 2637.252930
	Iteration 12Q: 3 clusters Score -405418.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -405437.375000 Penalty: 2637.252930
	Iteration 13Q: 3 clusters Score -405437.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -405455.000000 Penalty: 2637.252930
	Iteration 14Q: 3 clusters Score -405455 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -405477.281250 Penalty: 2637.252930
	Iteration 15Q: 3 clusters Score -405477.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -405498.906250 Penalty: 2637.252930
	Iteration 16Q: 3 clusters Score -405498.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -405513.343750 Penalty: 2637.252930
	Iteration 17Q: 3 clusters Score -405513.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -405527.125000 Penalty: 2637.252930
	Iteration 18Q: 3 clusters Score -405527.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -405540.843750 Penalty: 2637.252930
	Iteration 19Q: 3 clusters Score -405540.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -405557.500000 Penalty: 2637.252930
	Iteration 20F: 3 clusters Score -405557.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -405574.437500 Penalty: 2637.252930
	Iteration 21Q: 3 clusters Score -405574.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -405595.812500 Penalty: 2637.252930
	Iteration 22Q: 3 clusters Score -405595.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -405629.218750 Penalty: 2637.252930
	Iteration 23Q: 3 clusters Score -405629.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -405655.625000 Penalty: 2637.252930
	Iteration 24Q: 3 clusters Score -405655.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -405676.687500 Penalty: 2637.252930
	Iteration 25Q: 3 clusters Score -405676.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -405702.625000 Penalty: 2637.252930
	Iteration 26Q: 3 clusters Score -405702.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -405725.812500 Penalty: 2637.252930
	Iteration 27Q: 3 clusters Score -405725.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -405743.218750 Penalty: 2637.252930
	Iteration 28Q: 3 clusters Score -405743.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -405759.437500 Penalty: 2637.252930
	Iteration 29Q: 3 clusters Score -405759.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -405776.031250 Penalty: 2637.252930
	Iteration 30Q: 3 clusters Score -405776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -405796.093750 Penalty: 2637.252930
	Iteration 31Q: 3 clusters Score -405796.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -405811.187500 Penalty: 2637.252930
	Iteration 32Q: 3 clusters Score -405811.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -405823.906250 Penalty: 2637.252930
	Iteration 33Q: 3 clusters Score -405823.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -405837.375000 Penalty: 2637.252930
	Iteration 34Q: 3 clusters Score -405837.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -405851.156250 Penalty: 2637.252930
	Iteration 35Q: 3 clusters Score -405851.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -405861.250000 Penalty: 2637.252930
	Iteration 36Q: 3 clusters Score -405861.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -405873.781250 Penalty: 2637.252930
	Iteration 37Q: 3 clusters Score -405873.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -405883.937500 Penalty: 2637.252930
	Iteration 38Q: 3 clusters Score -405883.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -405895.187500 Penalty: 2637.252930
	Iteration 39Q: 3 clusters Score -405895.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -405904.593750 Penalty: 2637.252930
	Iteration 40F: 3 clusters Score -405904.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -405914.593750 Penalty: 2637.252930
	Iteration 41Q: 3 clusters Score -405914.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -405925.281250 Penalty: 2637.252930
	Iteration 42Q: 3 clusters Score -405925.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -405930.187500 Penalty: 2637.252930
	Iteration 43Q: 3 clusters Score -405930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -405938.718750 Penalty: 2637.252930
	Iteration 44Q: 3 clusters Score -405938.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -405944.062500 Penalty: 2637.252930
	Iteration 45Q: 3 clusters Score -405944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -405948.906250 Penalty: 2637.252930
	Iteration 46Q: 3 clusters Score -405948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -405955.437500 Penalty: 2637.252930
	Iteration 47Q: 3 clusters Score -405955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -405957.156250 Penalty: 2637.252930
	Iteration 48Q: 3 clusters Score -405957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -405959.937500 Penalty: 2637.252930
	Iteration 49Q: 3 clusters Score -405959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -405962.656250 Penalty: 2637.252930
	Iteration 50Q: 3 clusters Score -405962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -405964.187500 Penalty: 2637.252930
	Iteration 51Q: 3 clusters Score -405964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -405965.375000 Penalty: 2637.252930
	Iteration 52Q: 3 clusters Score -405965.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -405967.093750 Penalty: 2637.252930
	Iteration 53Q: 3 clusters Score -405967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -405968.093750 Penalty: 2637.252930
	Iteration 54Q: 3 clusters Score -405968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -405970.406250 Penalty: 2637.252930
	Iteration 55Q: 3 clusters Score -405970.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -405973.093750 Penalty: 2637.252930
	Iteration 56Q: 3 clusters Score -405973.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -405978.750000 Penalty: 2637.252930
	Iteration 57Q: 3 clusters Score -405978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -405984.031250 Penalty: 2637.252930
	Iteration 58Q: 3 clusters Score -405984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -405990.500000 Penalty: 2637.252930
	Iteration 59Q: 3 clusters Score -405990.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -405996.406250 Penalty: 2637.252930
	Iteration 60F: 3 clusters Score -405996.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -406000.593750 Penalty: 2637.252930
	Iteration 61Q: 3 clusters Score -406000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -406004.156250 Penalty: 2637.252930
	Iteration 62Q: 3 clusters Score -406004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -406009.687500 Penalty: 2637.252930
	Iteration 63Q: 3 clusters Score -406009.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -406011.937500 Penalty: 2637.252930
	Iteration 64Q: 3 clusters Score -406011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -406013.062500 Penalty: 2637.252930
	Iteration 65Q: 3 clusters Score -406013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -406013.687500 Penalty: 2637.252930
	Iteration 66Q: 3 clusters Score -406013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -406013.718750 Penalty: 2637.252930
	Iteration 67Q: 3 clusters Score -406013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -406014.218750 Penalty: 2637.252930
	Iteration 68Q: 3 clusters Score -406014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -406014.250000 Penalty: 2637.252930
	Iteration 69Q: 3 clusters Score -406014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -406014.250000 Penalty: 2637.252930
	Iteration 70F: 3 clusters Score -406014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Entering Unmasked Estep 
Score: -1730855.750000 Penalty: 1549.512695
	Iteration 0F: 2 clusters Score -1730856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1721248.500000 Penalty: 3099.025391
	Iteration 0F: 3 clusters Score -1721248 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1724511.625000 Penalty: 3099.025391
	Iteration 1F: 3 clusters Score -1724512 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1724740.000000 Penalty: 3099.025391
	Iteration 2F: 3 clusters Score -1724740 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1724935.500000 Penalty: 3099.025391
	Iteration 3Q: 3 clusters Score -1724936 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1725093.625000 Penalty: 3099.025391
	Iteration 4Q: 3 clusters Score -1725094 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1725249.500000 Penalty: 3099.025391
	Iteration 5Q: 3 clusters Score -1725250 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1725403.125000 Penalty: 3099.025391
	Iteration 6Q: 3 clusters Score -1725403 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1725595.500000 Penalty: 3099.025391
	Iteration 7Q: 3 clusters Score -1725596 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1725840.250000 Penalty: 3099.025391
	Iteration 8Q: 3 clusters Score -1725840 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1726124.125000 Penalty: 3099.025391
	Iteration 9Q: 3 clusters Score -1726124 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1726494.625000 Penalty: 3099.025391
	Iteration 10Q: 3 clusters Score -1726495 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1726955.625000 Penalty: 3099.025391
	Iteration 11Q: 3 clusters Score -1726956 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1727539.500000 Penalty: 3099.025391
	Iteration 12F: 3 clusters Score -1727540 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1728067.375000 Penalty: 3099.025391
	Iteration 13Q: 3 clusters Score -1728067 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1728397.625000 Penalty: 3099.025391
	Iteration 14Q: 3 clusters Score -1728398 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1728588.000000 Penalty: 3099.025391
	Iteration 15Q: 3 clusters Score -1728588 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1728713.750000 Penalty: 3099.025391
	Iteration 16Q: 3 clusters Score -1728714 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1728787.250000 Penalty: 3099.025391
	Iteration 17Q: 3 clusters Score -1728787 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1728844.000000 Penalty: 3099.025391
	Iteration 18Q: 3 clusters Score -1728844 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1728898.000000 Penalty: 3099.025391
	Iteration 19Q: 3 clusters Score -1728898 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1728928.750000 Penalty: 3099.025391
	Iteration 20F: 3 clusters Score -1728929 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1728957.875000 Penalty: 3099.025391
	Iteration 21Q: 3 clusters Score -1728958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1728979.500000 Penalty: 3099.025391
	Iteration 22Q: 3 clusters Score -1728980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1728985.875000 Penalty: 3099.025391
	Iteration 23Q: 3 clusters Score -1728986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1729004.875000 Penalty: 3099.025391
	Iteration 24Q: 3 clusters Score -1729005 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1729006.250000 Penalty: 3099.025391
	Iteration 25Q: 3 clusters Score -1729006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1729009.375000 Penalty: 3099.025391
	Iteration 26Q: 3 clusters Score -1729009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1729010.375000 Penalty: 3099.025391
	Iteration 27Q: 3 clusters Score -1729010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1729015.625000 Penalty: 3099.025391
	Iteration 28Q: 3 clusters Score -1729016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1729021.625000 Penalty: 3099.025391
	Iteration 29Q: 3 clusters Score -1729022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1729024.750000 Penalty: 3099.025391
	Iteration 30Q: 3 clusters Score -1729025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1729035.875000 Penalty: 3099.025391
	Iteration 31Q: 3 clusters Score -1729036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1729039.750000 Penalty: 3099.025391
	Iteration 32Q: 3 clusters Score -1729040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1729044.500000 Penalty: 3099.025391
	Iteration 33Q: 3 clusters Score -1729044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1729048.125000 Penalty: 3099.025391
	Iteration 34Q: 3 clusters Score -1729048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1729051.625000 Penalty: 3099.025391
	Iteration 35Q: 3 clusters Score -1729052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1729054.750000 Penalty: 3099.025391
	Iteration 36Q: 3 clusters Score -1729055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1729053.750000 Penalty: 3099.025391
	Iteration 37Q: 3 clusters Score -1729054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1729060.125000 Penalty: 3099.025391
	Iteration 38Q: 3 clusters Score -1729060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1729062.875000 Penalty: 3099.025391
	Iteration 39Q: 3 clusters Score -1729063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1729062.500000 Penalty: 3099.025391
	Iteration 40F: 3 clusters Score -1729062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1729072.000000 Penalty: 3099.025391
	Iteration 41Q: 3 clusters Score -1729072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1729072.125000 Penalty: 3099.025391
	Iteration 42Q: 3 clusters Score -1729072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1729079.000000 Penalty: 3099.025391
	Iteration 43Q: 3 clusters Score -1729079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1729082.500000 Penalty: 3099.025391
	Iteration 44Q: 3 clusters Score -1729082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1729083.500000 Penalty: 3099.025391
	Iteration 45Q: 3 clusters Score -1729084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1729078.500000 Penalty: 3099.025391
	Iteration 46Q: 3 clusters Score -1729078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1729079.125000 Penalty: 3099.025391
	Iteration 47Q: 3 clusters Score -1729079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1729084.250000 Penalty: 3099.025391
	Iteration 48Q: 3 clusters Score -1729084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1729088.125000 Penalty: 3099.025391
	Iteration 49Q: 3 clusters Score -1729088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1729090.000000 Penalty: 3099.025391
	Iteration 50Q: 3 clusters Score -1729090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1729093.750000 Penalty: 3099.025391
	Iteration 51Q: 3 clusters Score -1729094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1729092.750000 Penalty: 3099.025391
	Iteration 52Q: 3 clusters Score -1729093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1729093.125000 Penalty: 3099.025391
	Iteration 53Q: 3 clusters Score -1729093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1729092.875000 Penalty: 3099.025391
	Iteration 54Q: 3 clusters Score -1729093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1729094.750000 Penalty: 3099.025391
	Iteration 55Q: 3 clusters Score -1729095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1729095.375000 Penalty: 3099.025391
	Iteration 56Q: 3 clusters Score -1729095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1729096.125000 Penalty: 3099.025391
	Iteration 57Q: 3 clusters Score -1729096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1729090.000000 Penalty: 3099.025391
	Iteration 58Q: 3 clusters Score -1729090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1729093.375000 Penalty: 3099.025391
	Iteration 59Q: 3 clusters Score -1729093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1729097.500000 Penalty: 3099.025391
	Iteration 60F: 3 clusters Score -1729098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1729099.625000 Penalty: 3099.025391
	Iteration 61Q: 3 clusters Score -1729100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1729098.000000 Penalty: 3099.025391
	Iteration 62Q: 3 clusters Score -1729098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1729100.375000 Penalty: 3099.025391
	Iteration 63Q: 3 clusters Score -1729100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1729098.500000 Penalty: 3099.025391
	Iteration 64Q: 3 clusters Score -1729098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1729101.250000 Penalty: 3099.025391
	Iteration 65Q: 3 clusters Score -1729101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1729102.125000 Penalty: 3099.025391
	Iteration 66Q: 3 clusters Score -1729102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1729103.875000 Penalty: 3099.025391
	Iteration 67Q: 3 clusters Score -1729104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1729104.000000 Penalty: 3099.025391
	Iteration 68Q: 3 clusters Score -1729104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1729105.500000 Penalty: 3099.025391
	Iteration 69Q: 3 clusters Score -1729106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1729104.375000 Penalty: 3099.025391
	Iteration 70Q: 3 clusters Score -1729104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1729103.125000 Penalty: 3099.025391
	Iteration 71Q: 3 clusters Score -1729103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1729104.125000 Penalty: 3099.025391
	Iteration 72Q: 3 clusters Score -1729104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1729103.250000 Penalty: 3099.025391
	Iteration 73Q: 3 clusters Score -1729103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1729103.125000 Penalty: 3099.025391
	Iteration 74Q: 3 clusters Score -1729103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1729103.000000 Penalty: 3099.025391
	Iteration 75Q: 3 clusters Score -1729103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1729104.500000 Penalty: 3099.025391
	Iteration 76Q: 3 clusters Score -1729104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1729104.500000 Penalty: 3099.025391
	Iteration 77F: 3 clusters Score -1729104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48056.441406 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -48056.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47058.945312 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -47058.95 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47335.773438 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -47335.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47489.976562 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -47489.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47630.562500 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -47630.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47869.156250 Penalty: 2017.791748
	Iteration 4F: 3 clusters Score -47869.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -48063.019531 Penalty: 2017.791748
	Iteration 5F: 3 clusters Score -48063.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48182.156250 Penalty: 2017.791748
	Iteration 6F: 3 clusters Score -48182.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48232.433594 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -48232.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48248.386719 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -48248.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48248.386719 Penalty: 2017.791748
	Iteration 9F: 3 clusters Score -48248.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 81372 members 
Mstep: Class 3 contains 83941 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49028 members 
Mstep: Class 8 contains 93683 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 13842 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 95402 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 47080 members 
Mstep: Class 26 contains 84682 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6953 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93482 members 
Mstep: Class 35 contains 300 members 
Entering Unmasked Estep 
Score: -102237176.000000 Penalty: 77592.265625
Splitting cluster 14 changes total score from -102238072.000000 to -102237176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Entering Unmasked Estep 
Score: -623949.125000 Penalty: 1389.853760
	Iteration 0F: 2 clusters Score -623949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -619770.875000 Penalty: 2779.707520
	Iteration 0F: 3 clusters Score -619770.9 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -620923.562500 Penalty: 2779.707520
	Iteration 1F: 3 clusters Score -620923.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -621114.125000 Penalty: 2779.707520
	Iteration 2F: 3 clusters Score -621114.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -621280.687500 Penalty: 2779.707520
	Iteration 3F: 3 clusters Score -621280.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -621427.062500 Penalty: 2779.707520
	Iteration 4F: 3 clusters Score -621427.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -621585.687500 Penalty: 2779.707520
	Iteration 5Q: 3 clusters Score -621585.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -621778.312500 Penalty: 2779.707520
	Iteration 6Q: 3 clusters Score -621778.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -621965.000000 Penalty: 2779.707520
	Iteration 7F: 3 clusters Score -621965 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -622144.000000 Penalty: 2779.707520
	Iteration 8Q: 3 clusters Score -622144 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -622356.500000 Penalty: 2779.707520
	Iteration 9Q: 3 clusters Score -622356.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -622563.937500 Penalty: 2779.707520
	Iteration 10Q: 3 clusters Score -622563.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -622723.937500 Penalty: 2779.707520
	Iteration 11Q: 3 clusters Score -622723.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -622839.812500 Penalty: 2779.707520
	Iteration 12Q: 3 clusters Score -622839.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -622912.187500 Penalty: 2779.707520
	Iteration 13Q: 3 clusters Score -622912.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -622956.500000 Penalty: 2779.707520
	Iteration 14Q: 3 clusters Score -622956.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -623004.937500 Penalty: 2779.707520
	Iteration 15Q: 3 clusters Score -623004.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -623042.687500 Penalty: 2779.707520
	Iteration 16Q: 3 clusters Score -623042.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -623073.187500 Penalty: 2779.707520
	Iteration 17Q: 3 clusters Score -623073.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -623101.125000 Penalty: 2779.707520
	Iteration 18Q: 3 clusters Score -623101.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -623113.937500 Penalty: 2779.707520
	Iteration 19Q: 3 clusters Score -623113.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -623125.187500 Penalty: 2779.707520
	Iteration 20F: 3 clusters Score -623125.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -623134.000000 Penalty: 2779.707520
	Iteration 21Q: 3 clusters Score -623134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -623143.750000 Penalty: 2779.707520
	Iteration 22Q: 3 clusters Score -623143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -623145.812500 Penalty: 2779.707520
	Iteration 23Q: 3 clusters Score -623145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -623146.250000 Penalty: 2779.707520
	Iteration 24Q: 3 clusters Score -623146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -623148.125000 Penalty: 2779.707520
	Iteration 25Q: 3 clusters Score -623148.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -623148.125000 Penalty: 2779.707520
	Iteration 26F: 3 clusters Score -623148.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30365.167969 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30365.17 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 182 members 
Entering Unmasked Estep 
Score: -29625.400391 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29625.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30073.183594 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -30073.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30266.201172 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -30266.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30539.955078 Penalty: 1925.383179
	Iteration 3F: 3 clusters Score -30539.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30618.541016 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -30618.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30677.861328 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30677.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30694.404297 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -30694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30717.611328 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -30717.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30719.470703 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -30719.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30719.470703 Penalty: 1925.383179
	Iteration 9F: 3 clusters Score -30719.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 81372 members 
Mstep: Class 3 contains 83941 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49028 members 
Mstep: Class 8 contains 93683 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 13842 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 95402 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 47080 members 
Mstep: Class 26 contains 84682 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6953 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93482 members 
Mstep: Class 35 contains 235 members 
Entering Unmasked Estep 
Score: -102237288.000000 Penalty: 77592.265625
Splitting cluster 16 changes total score from -102238072.000000 to -102237288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -419689.187500 Penalty: 1332.010620
	Iteration 0F: 2 clusters Score -419689.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -416550.187500 Penalty: 2664.021240
	Iteration 0F: 3 clusters Score -416550.2 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -417445.750000 Penalty: 2664.021240
	Iteration 1F: 3 clusters Score -417445.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -417683.875000 Penalty: 2664.021240
	Iteration 2F: 3 clusters Score -417683.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -417901.031250 Penalty: 2664.021240
	Iteration 3F: 3 clusters Score -417901 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -418095.906250 Penalty: 2664.021240
	Iteration 4F: 3 clusters Score -418095.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -418269.687500 Penalty: 2664.021240
	Iteration 5F: 3 clusters Score -418269.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -418413.593750 Penalty: 2664.021240
	Iteration 6F: 3 clusters Score -418413.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -418549.843750 Penalty: 2664.021240
	Iteration 7Q: 3 clusters Score -418549.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -418651.125000 Penalty: 2664.021240
	Iteration 8Q: 3 clusters Score -418651.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -418740.062500 Penalty: 2664.021240
	Iteration 9Q: 3 clusters Score -418740.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -418811.375000 Penalty: 2664.021240
	Iteration 10Q: 3 clusters Score -418811.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -418883.937500 Penalty: 2664.021240
	Iteration 11Q: 3 clusters Score -418883.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -418957.656250 Penalty: 2664.021240
	Iteration 12Q: 3 clusters Score -418957.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -419034.218750 Penalty: 2664.021240
	Iteration 13Q: 3 clusters Score -419034.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -419085.687500 Penalty: 2664.021240
	Iteration 14Q: 3 clusters Score -419085.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -419127.125000 Penalty: 2664.021240
	Iteration 15Q: 3 clusters Score -419127.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -419157.406250 Penalty: 2664.021240
	Iteration 16Q: 3 clusters Score -419157.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -419182.500000 Penalty: 2664.021240
	Iteration 17Q: 3 clusters Score -419182.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -419199.906250 Penalty: 2664.021240
	Iteration 18Q: 3 clusters Score -419199.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -419215.750000 Penalty: 2664.021240
	Iteration 19Q: 3 clusters Score -419215.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -419230.812500 Penalty: 2664.021240
	Iteration 20F: 3 clusters Score -419230.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -419242.281250 Penalty: 2664.021240
	Iteration 21Q: 3 clusters Score -419242.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -419250.093750 Penalty: 2664.021240
	Iteration 22Q: 3 clusters Score -419250.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -419254.968750 Penalty: 2664.021240
	Iteration 23Q: 3 clusters Score -419255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -419257.531250 Penalty: 2664.021240
	Iteration 24Q: 3 clusters Score -419257.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -419262.562500 Penalty: 2664.021240
	Iteration 25Q: 3 clusters Score -419262.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -419266.437500 Penalty: 2664.021240
	Iteration 26Q: 3 clusters Score -419266.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -419268.781250 Penalty: 2664.021240
	Iteration 27Q: 3 clusters Score -419268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -419272.312500 Penalty: 2664.021240
	Iteration 28Q: 3 clusters Score -419272.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -419275.593750 Penalty: 2664.021240
	Iteration 29Q: 3 clusters Score -419275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -419279.312500 Penalty: 2664.021240
	Iteration 30Q: 3 clusters Score -419279.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -419282.593750 Penalty: 2664.021240
	Iteration 31Q: 3 clusters Score -419282.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -419286.156250 Penalty: 2664.021240
	Iteration 32Q: 3 clusters Score -419286.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -419290.281250 Penalty: 2664.021240
	Iteration 33Q: 3 clusters Score -419290.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -419292.937500 Penalty: 2664.021240
	Iteration 34Q: 3 clusters Score -419292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -419294.125000 Penalty: 2664.021240
	Iteration 35Q: 3 clusters Score -419294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -419296.062500 Penalty: 2664.021240
	Iteration 36Q: 3 clusters Score -419296.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -419297.437500 Penalty: 2664.021240
	Iteration 37Q: 3 clusters Score -419297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -419297.000000 Penalty: 2664.021240
	Iteration 38Q: 3 clusters Score -419297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -419297.500000 Penalty: 2664.021240
	Iteration 39Q: 3 clusters Score -419297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -419298.000000 Penalty: 2664.021240
	Iteration 40F: 3 clusters Score -419298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -385300.781250 Penalty: 1316.817871
	Iteration 0F: 2 clusters Score -385300.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -382399.593750 Penalty: 2633.635742
	Iteration 0F: 3 clusters Score -382399.6 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -383121.406250 Penalty: 2633.635742
	Iteration 1F: 3 clusters Score -383121.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -383261.968750 Penalty: 2633.635742
	Iteration 2F: 3 clusters Score -383262 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -383335.687500 Penalty: 2633.635742
	Iteration 3Q: 3 clusters Score -383335.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -383388.468750 Penalty: 2633.635742
	Iteration 4Q: 3 clusters Score -383388.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -383433.906250 Penalty: 2633.635742
	Iteration 5Q: 3 clusters Score -383433.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -383469.843750 Penalty: 2633.635742
	Iteration 6Q: 3 clusters Score -383469.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -383499.781250 Penalty: 2633.635742
	Iteration 7Q: 3 clusters Score -383499.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -383534.187500 Penalty: 2633.635742
	Iteration 8Q: 3 clusters Score -383534.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -383569.031250 Penalty: 2633.635742
	Iteration 9Q: 3 clusters Score -383569 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -383612.437500 Penalty: 2633.635742
	Iteration 10Q: 3 clusters Score -383612.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -383665.343750 Penalty: 2633.635742
	Iteration 11Q: 3 clusters Score -383665.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -383721.750000 Penalty: 2633.635742
	Iteration 12Q: 3 clusters Score -383721.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -383782.406250 Penalty: 2633.635742
	Iteration 13Q: 3 clusters Score -383782.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -383856.437500 Penalty: 2633.635742
	Iteration 14Q: 3 clusters Score -383856.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -383939.718750 Penalty: 2633.635742
	Iteration 15Q: 3 clusters Score -383939.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -384004.312500 Penalty: 2633.635742
	Iteration 16Q: 3 clusters Score -384004.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -384076.125000 Penalty: 2633.635742
	Iteration 17Q: 3 clusters Score -384076.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -384142.593750 Penalty: 2633.635742
	Iteration 18Q: 3 clusters Score -384142.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -384190.093750 Penalty: 2633.635742
	Iteration 19Q: 3 clusters Score -384190.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -384225.062500 Penalty: 2633.635742
	Iteration 20F: 3 clusters Score -384225.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -384271.125000 Penalty: 2633.635742
	Iteration 21Q: 3 clusters Score -384271.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -384312.843750 Penalty: 2633.635742
	Iteration 22Q: 3 clusters Score -384312.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -384345.031250 Penalty: 2633.635742
	Iteration 23Q: 3 clusters Score -384345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -384367.500000 Penalty: 2633.635742
	Iteration 24Q: 3 clusters Score -384367.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -384390.156250 Penalty: 2633.635742
	Iteration 25Q: 3 clusters Score -384390.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -384403.812500 Penalty: 2633.635742
	Iteration 26Q: 3 clusters Score -384403.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -384410.687500 Penalty: 2633.635742
	Iteration 27Q: 3 clusters Score -384410.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -384417.312500 Penalty: 2633.635742
	Iteration 28Q: 3 clusters Score -384417.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -384424.656250 Penalty: 2633.635742
	Iteration 29Q: 3 clusters Score -384424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -384430.468750 Penalty: 2633.635742
	Iteration 30Q: 3 clusters Score -384430.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -384434.000000 Penalty: 2633.635742
	Iteration 31Q: 3 clusters Score -384434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -384437.562500 Penalty: 2633.635742
	Iteration 32Q: 3 clusters Score -384437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -384442.468750 Penalty: 2633.635742
	Iteration 33Q: 3 clusters Score -384442.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -384449.437500 Penalty: 2633.635742
	Iteration 34Q: 3 clusters Score -384449.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -384456.968750 Penalty: 2633.635742
	Iteration 35Q: 3 clusters Score -384457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -384460.937500 Penalty: 2633.635742
	Iteration 36Q: 3 clusters Score -384460.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -384465.187500 Penalty: 2633.635742
	Iteration 37Q: 3 clusters Score -384465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -384467.875000 Penalty: 2633.635742
	Iteration 38Q: 3 clusters Score -384467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -384469.906250 Penalty: 2633.635742
	Iteration 39Q: 3 clusters Score -384469.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -384472.500000 Penalty: 2633.635742
	Iteration 40F: 3 clusters Score -384472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -384473.781250 Penalty: 2633.635742
	Iteration 41Q: 3 clusters Score -384473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -384474.531250 Penalty: 2633.635742
	Iteration 42Q: 3 clusters Score -384474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -384479.187500 Penalty: 2633.635742
	Iteration 43Q: 3 clusters Score -384479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -384482.937500 Penalty: 2633.635742
	Iteration 44Q: 3 clusters Score -384482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -384484.156250 Penalty: 2633.635742
	Iteration 45Q: 3 clusters Score -384484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -384486.000000 Penalty: 2633.635742
	Iteration 46Q: 3 clusters Score -384486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -384488.343750 Penalty: 2633.635742
	Iteration 47Q: 3 clusters Score -384488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -384488.562500 Penalty: 2633.635742
	Iteration 48Q: 3 clusters Score -384488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -384489.781250 Penalty: 2633.635742
	Iteration 49Q: 3 clusters Score -384489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -384489.781250 Penalty: 2633.635742
	Iteration 50F: 3 clusters Score -384489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -1200712.625000 Penalty: 1496.664062
	Iteration 0F: 2 clusters Score -1200713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1193545.125000 Penalty: 2993.328125
	Iteration 0F: 3 clusters Score -1193545 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1196094.625000 Penalty: 2993.328125
	Iteration 1F: 3 clusters Score -1196095 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1196666.500000 Penalty: 2993.328125
	Iteration 2F: 3 clusters Score -1196666 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1197333.875000 Penalty: 2993.328125
	Iteration 3F: 3 clusters Score -1197334 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1198077.250000 Penalty: 2993.328125
	Iteration 4F: 3 clusters Score -1198077 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1198669.250000 Penalty: 2993.328125
	Iteration 5F: 3 clusters Score -1198669 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1199084.500000 Penalty: 2993.328125
	Iteration 6F: 3 clusters Score -1199084 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1199318.625000 Penalty: 2993.328125
	Iteration 7Q: 3 clusters Score -1199319 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1199421.125000 Penalty: 2993.328125
	Iteration 8Q: 3 clusters Score -1199421 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1199474.250000 Penalty: 2993.328125
	Iteration 9Q: 3 clusters Score -1199474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1199512.250000 Penalty: 2993.328125
	Iteration 10Q: 3 clusters Score -1199512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1199546.375000 Penalty: 2993.328125
	Iteration 11Q: 3 clusters Score -1199546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1199573.000000 Penalty: 2993.328125
	Iteration 12Q: 3 clusters Score -1199573 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1199598.750000 Penalty: 2993.328125
	Iteration 13Q: 3 clusters Score -1199599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1199620.500000 Penalty: 2993.328125
	Iteration 14Q: 3 clusters Score -1199620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1199646.500000 Penalty: 2993.328125
	Iteration 15Q: 3 clusters Score -1199646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1199676.250000 Penalty: 2993.328125
	Iteration 16Q: 3 clusters Score -1199676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1199709.750000 Penalty: 2993.328125
	Iteration 17Q: 3 clusters Score -1199710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1199739.875000 Penalty: 2993.328125
	Iteration 18Q: 3 clusters Score -1199740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1199765.250000 Penalty: 2993.328125
	Iteration 19Q: 3 clusters Score -1199765 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1199784.500000 Penalty: 2993.328125
	Iteration 20F: 3 clusters Score -1199784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1199797.250000 Penalty: 2993.328125
	Iteration 21Q: 3 clusters Score -1199797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1199821.625000 Penalty: 2993.328125
	Iteration 22Q: 3 clusters Score -1199822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1199838.875000 Penalty: 2993.328125
	Iteration 23Q: 3 clusters Score -1199839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1199862.125000 Penalty: 2993.328125
	Iteration 24Q: 3 clusters Score -1199862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1199880.125000 Penalty: 2993.328125
	Iteration 25Q: 3 clusters Score -1199880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1199897.250000 Penalty: 2993.328125
	Iteration 26Q: 3 clusters Score -1199897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1199911.125000 Penalty: 2993.328125
	Iteration 27Q: 3 clusters Score -1199911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1199917.375000 Penalty: 2993.328125
	Iteration 28Q: 3 clusters Score -1199917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1199923.125000 Penalty: 2993.328125
	Iteration 29Q: 3 clusters Score -1199923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1199929.500000 Penalty: 2993.328125
	Iteration 30Q: 3 clusters Score -1199930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1199942.875000 Penalty: 2993.328125
	Iteration 31Q: 3 clusters Score -1199943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1199943.375000 Penalty: 2993.328125
	Iteration 32Q: 3 clusters Score -1199943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1199947.875000 Penalty: 2993.328125
	Iteration 33Q: 3 clusters Score -1199948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1199950.500000 Penalty: 2993.328125
	Iteration 34Q: 3 clusters Score -1199950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1199958.375000 Penalty: 2993.328125
	Iteration 35Q: 3 clusters Score -1199958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1199964.000000 Penalty: 2993.328125
	Iteration 36Q: 3 clusters Score -1199964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1199963.250000 Penalty: 2993.328125
	Iteration 37Q: 3 clusters Score -1199963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1199964.125000 Penalty: 2993.328125
	Iteration 38Q: 3 clusters Score -1199964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1199965.625000 Penalty: 2993.328125
	Iteration 39Q: 3 clusters Score -1199966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1199965.500000 Penalty: 2993.328125
	Iteration 40F: 3 clusters Score -1199966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1199968.000000 Penalty: 2993.328125
	Iteration 41Q: 3 clusters Score -1199968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1199971.000000 Penalty: 2993.328125
	Iteration 42Q: 3 clusters Score -1199971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1199973.125000 Penalty: 2993.328125
	Iteration 43Q: 3 clusters Score -1199973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1199975.375000 Penalty: 2993.328125
	Iteration 44Q: 3 clusters Score -1199975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1199976.000000 Penalty: 2993.328125
	Iteration 45Q: 3 clusters Score -1199976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1199977.125000 Penalty: 2993.328125
	Iteration 46Q: 3 clusters Score -1199977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1199979.875000 Penalty: 2993.328125
	Iteration 47Q: 3 clusters Score -1199980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1199980.375000 Penalty: 2993.328125
	Iteration 48Q: 3 clusters Score -1199980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1199982.000000 Penalty: 2993.328125
	Iteration 49Q: 3 clusters Score -1199982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1199981.625000 Penalty: 2993.328125
	Iteration 50Q: 3 clusters Score -1199982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1199983.375000 Penalty: 2993.328125
	Iteration 51Q: 3 clusters Score -1199983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1199983.250000 Penalty: 2993.328125
	Iteration 52Q: 3 clusters Score -1199983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1199983.250000 Penalty: 2993.328125
	Iteration 53F: 3 clusters Score -1199983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Entering Unmasked Estep 
Score: -11767391.000000 Penalty: 1863.201416
	Iteration 0F: 2 clusters Score -1.176739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -11704814.000000 Penalty: 3726.402832
	Iteration 0F: 3 clusters Score -1.170481e+07 nChanged 45552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -11731399.000000 Penalty: 3726.402832
	Iteration 1F: 3 clusters Score -1.17314e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -11732102.000000 Penalty: 3726.402832
	Iteration 2Q: 3 clusters Score -1.17321e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -11733242.000000 Penalty: 3726.402832
	Iteration 3Q: 3 clusters Score -1.173324e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -11735321.000000 Penalty: 3726.402832
	Iteration 4Q: 3 clusters Score -1.173532e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -11739422.000000 Penalty: 3726.402832
	Iteration 5F: 3 clusters Score -1.173942e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -11746411.000000 Penalty: 3726.402832
	Iteration 6F: 3 clusters Score -1.174641e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -11755387.000000 Penalty: 3726.402832
	Iteration 7F: 3 clusters Score -1.175539e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -11762130.000000 Penalty: 3726.402832
	Iteration 8F: 3 clusters Score -1.176213e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93955 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11764714.000000 Penalty: 3726.402832
	Iteration 9Q: 3 clusters Score -1.176471e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94911 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11765498.000000 Penalty: 3726.402832
	Iteration 10Q: 3 clusters Score -1.17655e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -11765689.000000 Penalty: 3726.402832
	Iteration 11Q: 3 clusters Score -1.176569e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11765796.000000 Penalty: 3726.402832
	Iteration 12Q: 3 clusters Score -1.17658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11765831.000000 Penalty: 3726.402832
	Iteration 13Q: 3 clusters Score -1.176583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11765854.000000 Penalty: 3726.402832
	Iteration 14Q: 3 clusters Score -1.176585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11765869.000000 Penalty: 3726.402832
	Iteration 15Q: 3 clusters Score -1.176587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11765894.000000 Penalty: 3726.402832
	Iteration 16Q: 3 clusters Score -1.176589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11765910.000000 Penalty: 3726.402832
	Iteration 17Q: 3 clusters Score -1.176591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11765914.000000 Penalty: 3726.402832
	Iteration 18Q: 3 clusters Score -1.176591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95198 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11765929.000000 Penalty: 3726.402832
	Iteration 19Q: 3 clusters Score -1.176593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11765930.000000 Penalty: 3726.402832
	Iteration 20F: 3 clusters Score -1.176593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11765961.000000 Penalty: 3726.402832
	Iteration 21Q: 3 clusters Score -1.176596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11765959.000000 Penalty: 3726.402832
	Iteration 22Q: 3 clusters Score -1.176596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11765965.000000 Penalty: 3726.402832
	Iteration 23Q: 3 clusters Score -1.176596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11765966.000000 Penalty: 3726.402832
	Iteration 24Q: 3 clusters Score -1.176597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11765964.000000 Penalty: 3726.402832
	Iteration 25Q: 3 clusters Score -1.176596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11765964.000000 Penalty: 3726.402832
	Iteration 26F: 3 clusters Score -1.176596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -861481.750000 Penalty: 1438.302246
	Iteration 0F: 2 clusters Score -861481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -856266.812500 Penalty: 2876.604492
	Iteration 0F: 3 clusters Score -856266.8 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -857791.375000 Penalty: 2876.604492
	Iteration 1F: 3 clusters Score -857791.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -858009.000000 Penalty: 2876.604492
	Iteration 2F: 3 clusters Score -858009 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -858204.000000 Penalty: 2876.604492
	Iteration 3F: 3 clusters Score -858204 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -858384.312500 Penalty: 2876.604492
	Iteration 4Q: 3 clusters Score -858384.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -858554.500000 Penalty: 2876.604492
	Iteration 5Q: 3 clusters Score -858554.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -858734.500000 Penalty: 2876.604492
	Iteration 6Q: 3 clusters Score -858734.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -858911.125000 Penalty: 2876.604492
	Iteration 7Q: 3 clusters Score -858911.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -859103.500000 Penalty: 2876.604492
	Iteration 8Q: 3 clusters Score -859103.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -859296.375000 Penalty: 2876.604492
	Iteration 9Q: 3 clusters Score -859296.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -859469.562500 Penalty: 2876.604492
	Iteration 10Q: 3 clusters Score -859469.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -859643.312500 Penalty: 2876.604492
	Iteration 11Q: 3 clusters Score -859643.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -859811.937500 Penalty: 2876.604492
	Iteration 12Q: 3 clusters Score -859811.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -859927.250000 Penalty: 2876.604492
	Iteration 13Q: 3 clusters Score -859927.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -860003.750000 Penalty: 2876.604492
	Iteration 14Q: 3 clusters Score -860003.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -860068.250000 Penalty: 2876.604492
	Iteration 15Q: 3 clusters Score -860068.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -860127.125000 Penalty: 2876.604492
	Iteration 16Q: 3 clusters Score -860127.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -860183.375000 Penalty: 2876.604492
	Iteration 17Q: 3 clusters Score -860183.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -860219.562500 Penalty: 2876.604492
	Iteration 18Q: 3 clusters Score -860219.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -860245.937500 Penalty: 2876.604492
	Iteration 19Q: 3 clusters Score -860245.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -860265.312500 Penalty: 2876.604492
	Iteration 20F: 3 clusters Score -860265.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -860282.000000 Penalty: 2876.604492
	Iteration 21Q: 3 clusters Score -860282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -860290.375000 Penalty: 2876.604492
	Iteration 22Q: 3 clusters Score -860290.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -860299.125000 Penalty: 2876.604492
	Iteration 23Q: 3 clusters Score -860299.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -860300.250000 Penalty: 2876.604492
	Iteration 24Q: 3 clusters Score -860300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -860301.562500 Penalty: 2876.604492
	Iteration 25Q: 3 clusters Score -860301.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -860303.812500 Penalty: 2876.604492
	Iteration 26Q: 3 clusters Score -860303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -860303.812500 Penalty: 2876.604492
	Iteration 27Q: 3 clusters Score -860303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -860304.062500 Penalty: 2876.604492
	Iteration 28Q: 3 clusters Score -860304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -860304.062500 Penalty: 2876.604492
	Iteration 29F: 3 clusters Score -860304.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Entering Unmasked Estep 
Score: -341638.500000 Penalty: 1296.976074
	Iteration 0F: 2 clusters Score -341638.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -338989.281250 Penalty: 2593.952148
	Iteration 0F: 3 clusters Score -338989.3 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -339698.437500 Penalty: 2593.952148
	Iteration 1F: 3 clusters Score -339698.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -339868.750000 Penalty: 2593.952148
	Iteration 2F: 3 clusters Score -339868.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -339993.187500 Penalty: 2593.952148
	Iteration 3F: 3 clusters Score -339993.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -340079.281250 Penalty: 2593.952148
	Iteration 4Q: 3 clusters Score -340079.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -340140.468750 Penalty: 2593.952148
	Iteration 5Q: 3 clusters Score -340140.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -340199.562500 Penalty: 2593.952148
	Iteration 6Q: 3 clusters Score -340199.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -340259.375000 Penalty: 2593.952148
	Iteration 7Q: 3 clusters Score -340259.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -340323.437500 Penalty: 2593.952148
	Iteration 8Q: 3 clusters Score -340323.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -340384.875000 Penalty: 2593.952148
	Iteration 9Q: 3 clusters Score -340384.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -340455.375000 Penalty: 2593.952148
	Iteration 10Q: 3 clusters Score -340455.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -340545.312500 Penalty: 2593.952148
	Iteration 11Q: 3 clusters Score -340545.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -340647.187500 Penalty: 2593.952148
	Iteration 12Q: 3 clusters Score -340647.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -340747.843750 Penalty: 2593.952148
	Iteration 13Q: 3 clusters Score -340747.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -340814.531250 Penalty: 2593.952148
	Iteration 14Q: 3 clusters Score -340814.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -340873.000000 Penalty: 2593.952148
	Iteration 15Q: 3 clusters Score -340873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -340927.812500 Penalty: 2593.952148
	Iteration 16Q: 3 clusters Score -340927.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -340963.625000 Penalty: 2593.952148
	Iteration 17Q: 3 clusters Score -340963.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -340983.468750 Penalty: 2593.952148
	Iteration 18Q: 3 clusters Score -340983.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -340995.375000 Penalty: 2593.952148
	Iteration 19Q: 3 clusters Score -340995.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -341004.937500 Penalty: 2593.952148
	Iteration 20F: 3 clusters Score -341004.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -341014.187500 Penalty: 2593.952148
	Iteration 21Q: 3 clusters Score -341014.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -341020.656250 Penalty: 2593.952148
	Iteration 22Q: 3 clusters Score -341020.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -341029.156250 Penalty: 2593.952148
	Iteration 23Q: 3 clusters Score -341029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -341034.843750 Penalty: 2593.952148
	Iteration 24Q: 3 clusters Score -341034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -341042.500000 Penalty: 2593.952148
	Iteration 25Q: 3 clusters Score -341042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -341046.656250 Penalty: 2593.952148
	Iteration 26Q: 3 clusters Score -341046.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -341050.875000 Penalty: 2593.952148
	Iteration 27Q: 3 clusters Score -341050.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -341052.625000 Penalty: 2593.952148
	Iteration 28Q: 3 clusters Score -341052.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -341056.187500 Penalty: 2593.952148
	Iteration 29Q: 3 clusters Score -341056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -341057.968750 Penalty: 2593.952148
	Iteration 30Q: 3 clusters Score -341058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -341060.375000 Penalty: 2593.952148
	Iteration 31Q: 3 clusters Score -341060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -341062.812500 Penalty: 2593.952148
	Iteration 32Q: 3 clusters Score -341062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -341065.718750 Penalty: 2593.952148
	Iteration 33Q: 3 clusters Score -341065.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -341069.687500 Penalty: 2593.952148
	Iteration 34Q: 3 clusters Score -341069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -341073.375000 Penalty: 2593.952148
	Iteration 35Q: 3 clusters Score -341073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -341074.906250 Penalty: 2593.952148
	Iteration 36Q: 3 clusters Score -341074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -341076.156250 Penalty: 2593.952148
	Iteration 37Q: 3 clusters Score -341076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -341077.437500 Penalty: 2593.952148
	Iteration 38Q: 3 clusters Score -341077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -341078.468750 Penalty: 2593.952148
	Iteration 39Q: 3 clusters Score -341078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -341078.968750 Penalty: 2593.952148
	Iteration 40F: 3 clusters Score -341079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -341079.500000 Penalty: 2593.952148
	Iteration 41Q: 3 clusters Score -341079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -341079.500000 Penalty: 2593.952148
	Iteration 42F: 3 clusters Score -341079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -193026.734375 Penalty: 1212.796509
	Iteration 0F: 2 clusters Score -193026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -191082.953125 Penalty: 2425.593018
	Iteration 0F: 3 clusters Score -191083 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -191503.015625 Penalty: 2425.593018
	Iteration 1F: 3 clusters Score -191503 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -191688.937500 Penalty: 2425.593018
	Iteration 2F: 3 clusters Score -191688.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -191884.343750 Penalty: 2425.593018
	Iteration 3F: 3 clusters Score -191884.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -192070.093750 Penalty: 2425.593018
	Iteration 4F: 3 clusters Score -192070.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -192253.578125 Penalty: 2425.593018
	Iteration 5F: 3 clusters Score -192253.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -192399.359375 Penalty: 2425.593018
	Iteration 6F: 3 clusters Score -192399.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -192557.062500 Penalty: 2425.593018
	Iteration 7Q: 3 clusters Score -192557.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -192702.109375 Penalty: 2425.593018
	Iteration 8Q: 3 clusters Score -192702.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -192845.562500 Penalty: 2425.593018
	Iteration 9Q: 3 clusters Score -192845.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -193002.875000 Penalty: 2425.593018
	Iteration 10Q: 3 clusters Score -193002.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -193093.828125 Penalty: 2425.593018
	Iteration 11Q: 3 clusters Score -193093.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -193112.531250 Penalty: 2425.593018
	Iteration 12Q: 3 clusters Score -193112.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -193125.281250 Penalty: 2425.593018
	Iteration 13Q: 3 clusters Score -193125.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -193134.046875 Penalty: 2425.593018
	Iteration 14Q: 3 clusters Score -193134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -193137.546875 Penalty: 2425.593018
	Iteration 15Q: 3 clusters Score -193137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -193140.093750 Penalty: 2425.593018
	Iteration 16Q: 3 clusters Score -193140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -193141.281250 Penalty: 2425.593018
	Iteration 17Q: 3 clusters Score -193141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -193143.468750 Penalty: 2425.593018
	Iteration 18Q: 3 clusters Score -193143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -193144.828125 Penalty: 2425.593018
	Iteration 19Q: 3 clusters Score -193144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -193146.046875 Penalty: 2425.593018
	Iteration 20F: 3 clusters Score -193146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 81372 members 
Mstep: Class 3 contains 83941 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49028 members 
Mstep: Class 8 contains 93683 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 13842 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 95402 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 47080 members 
Mstep: Class 26 contains 84682 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6953 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93482 members 
Mstep: Class 35 contains 783 members 
Entering Unmasked Estep 
Score: -102237320.000000 Penalty: 77592.265625
Splitting cluster 23 changes total score from -102238072.000000 to -102237320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (48344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Entering Unmasked Estep 
Score: -6157132.500000 Penalty: 1752.740845
	Iteration 0F: 2 clusters Score -6157132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -6125701.500000 Penalty: 3505.481689
	Iteration 0F: 3 clusters Score -6125702 nChanged 22545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -6138059.000000 Penalty: 3505.481689
	Iteration 1F: 3 clusters Score -6138059 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -6138574.000000 Penalty: 3505.481689
	Iteration 2Q: 3 clusters Score -6138574 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -6139150.500000 Penalty: 3505.481689
	Iteration 3Q: 3 clusters Score -6139150 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -6140050.000000 Penalty: 3505.481689
	Iteration 4Q: 3 clusters Score -6140050 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6141558.000000 Penalty: 3505.481689
	Iteration 5F: 3 clusters Score -6141558 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -6144079.500000 Penalty: 3505.481689
	Iteration 6F: 3 clusters Score -6144080 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -6147566.000000 Penalty: 3505.481689
	Iteration 7F: 3 clusters Score -6147566 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -6151135.000000 Penalty: 3505.481689
	Iteration 8F: 3 clusters Score -6151135 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6153539.500000 Penalty: 3505.481689
	Iteration 9F: 3 clusters Score -6153540 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6154760.500000 Penalty: 3505.481689
	Iteration 10Q: 3 clusters Score -6154760 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6155393.000000 Penalty: 3505.481689
	Iteration 11Q: 3 clusters Score -6155393 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6155670.500000 Penalty: 3505.481689
	Iteration 12Q: 3 clusters Score -6155670 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6155782.500000 Penalty: 3505.481689
	Iteration 13Q: 3 clusters Score -6155782 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6155849.000000 Penalty: 3505.481689
	Iteration 14Q: 3 clusters Score -6155849 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6155921.000000 Penalty: 3505.481689
	Iteration 15Q: 3 clusters Score -6155921 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6155974.500000 Penalty: 3505.481689
	Iteration 16Q: 3 clusters Score -6155974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6155993.000000 Penalty: 3505.481689
	Iteration 17Q: 3 clusters Score -6155993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6156000.000000 Penalty: 3505.481689
	Iteration 18Q: 3 clusters Score -6156000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6156019.000000 Penalty: 3505.481689
	Iteration 19Q: 3 clusters Score -6156019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6156021.500000 Penalty: 3505.481689
	Iteration 20F: 3 clusters Score -6156022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6156021.500000 Penalty: 3505.481689
	Iteration 21Q: 3 clusters Score -6156022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6156035.000000 Penalty: 3505.481689
	Iteration 22Q: 3 clusters Score -6156035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6156036.000000 Penalty: 3505.481689
	Iteration 23Q: 3 clusters Score -6156036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6156036.500000 Penalty: 3505.481689
	Iteration 24Q: 3 clusters Score -6156036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6156033.500000 Penalty: 3505.481689
	Iteration 25Q: 3 clusters Score -6156034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6156042.000000 Penalty: 3505.481689
	Iteration 26Q: 3 clusters Score -6156042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6156044.000000 Penalty: 3505.481689
	Iteration 27Q: 3 clusters Score -6156044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6156043.500000 Penalty: 3505.481689
	Iteration 28Q: 3 clusters Score -6156044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6156038.500000 Penalty: 3505.481689
	Iteration 29Q: 3 clusters Score -6156038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6156043.500000 Penalty: 3505.481689
	Iteration 30Q: 3 clusters Score -6156044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6156043.500000 Penalty: 3505.481689
	Iteration 31F: 3 clusters Score -6156044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Entering Unmasked Estep 
Score: -5849939.000000 Penalty: 1748.435547
	Iteration 0F: 2 clusters Score -5849939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -5818419.500000 Penalty: 3496.871094
	Iteration 0F: 3 clusters Score -5818420 nChanged 22142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5830785.000000 Penalty: 3496.871094
	Iteration 1F: 3 clusters Score -5830785 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -5831190.500000 Penalty: 3496.871094
	Iteration 2Q: 3 clusters Score -5831190 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -5831507.500000 Penalty: 3496.871094
	Iteration 3Q: 3 clusters Score -5831508 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -5831934.500000 Penalty: 3496.871094
	Iteration 4Q: 3 clusters Score -5831934 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -5832320.500000 Penalty: 3496.871094
	Iteration 5Q: 3 clusters Score -5832320 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -5832694.000000 Penalty: 3496.871094
	Iteration 6Q: 3 clusters Score -5832694 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -5833192.000000 Penalty: 3496.871094
	Iteration 7Q: 3 clusters Score -5833192 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -5834002.000000 Penalty: 3496.871094
	Iteration 8Q: 3 clusters Score -5834002 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -5835092.000000 Penalty: 3496.871094
	Iteration 9Q: 3 clusters Score -5835092 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5836643.500000 Penalty: 3496.871094
	Iteration 10F: 3 clusters Score -5836644 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -5838461.000000 Penalty: 3496.871094
	Iteration 11F: 3 clusters Score -5838461 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5840404.500000 Penalty: 3496.871094
	Iteration 12F: 3 clusters Score -5840404 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -5841923.000000 Penalty: 3496.871094
	Iteration 13Q: 3 clusters Score -5841923 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -5842959.000000 Penalty: 3496.871094
	Iteration 14Q: 3 clusters Score -5842959 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -5843753.500000 Penalty: 3496.871094
	Iteration 15Q: 3 clusters Score -5843754 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -5844360.500000 Penalty: 3496.871094
	Iteration 16Q: 3 clusters Score -5844360 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -5844920.000000 Penalty: 3496.871094
	Iteration 17Q: 3 clusters Score -5844920 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -5845442.500000 Penalty: 3496.871094
	Iteration 18Q: 3 clusters Score -5845442 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5845917.000000 Penalty: 3496.871094
	Iteration 19Q: 3 clusters Score -5845917 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5846294.000000 Penalty: 3496.871094
	Iteration 20F: 3 clusters Score -5846294 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -5846721.000000 Penalty: 3496.871094
	Iteration 21Q: 3 clusters Score -5846721 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5847111.000000 Penalty: 3496.871094
	Iteration 22Q: 3 clusters Score -5847111 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5847413.000000 Penalty: 3496.871094
	Iteration 23Q: 3 clusters Score -5847413 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5847610.000000 Penalty: 3496.871094
	Iteration 24Q: 3 clusters Score -5847610 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5847809.500000 Penalty: 3496.871094
	Iteration 25Q: 3 clusters Score -5847810 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5848003.000000 Penalty: 3496.871094
	Iteration 26Q: 3 clusters Score -5848003 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5848117.000000 Penalty: 3496.871094
	Iteration 27Q: 3 clusters Score -5848117 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5848191.000000 Penalty: 3496.871094
	Iteration 28Q: 3 clusters Score -5848191 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5848213.500000 Penalty: 3496.871094
	Iteration 29Q: 3 clusters Score -5848214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5848252.000000 Penalty: 3496.871094
	Iteration 30Q: 3 clusters Score -5848252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5848280.500000 Penalty: 3496.871094
	Iteration 31Q: 3 clusters Score -5848280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5848298.500000 Penalty: 3496.871094
	Iteration 32Q: 3 clusters Score -5848298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5848319.500000 Penalty: 3496.871094
	Iteration 33Q: 3 clusters Score -5848320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5848330.500000 Penalty: 3496.871094
	Iteration 34Q: 3 clusters Score -5848330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5848333.500000 Penalty: 3496.871094
	Iteration 35Q: 3 clusters Score -5848334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5848342.500000 Penalty: 3496.871094
	Iteration 36Q: 3 clusters Score -5848342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5848358.000000 Penalty: 3496.871094
	Iteration 37Q: 3 clusters Score -5848358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5848369.500000 Penalty: 3496.871094
	Iteration 38Q: 3 clusters Score -5848370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5848376.000000 Penalty: 3496.871094
	Iteration 39Q: 3 clusters Score -5848376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5848380.000000 Penalty: 3496.871094
	Iteration 40F: 3 clusters Score -5848380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5848387.500000 Penalty: 3496.871094
	Iteration 41Q: 3 clusters Score -5848388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5848388.500000 Penalty: 3496.871094
	Iteration 42Q: 3 clusters Score -5848388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5848392.000000 Penalty: 3496.871094
	Iteration 43Q: 3 clusters Score -5848392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5848396.500000 Penalty: 3496.871094
	Iteration 44Q: 3 clusters Score -5848396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5848401.500000 Penalty: 3496.871094
	Iteration 45Q: 3 clusters Score -5848402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5848402.500000 Penalty: 3496.871094
	Iteration 46Q: 3 clusters Score -5848402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5848414.500000 Penalty: 3496.871094
	Iteration 47Q: 3 clusters Score -5848414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5848411.500000 Penalty: 3496.871094
	Iteration 48Q: 3 clusters Score -5848412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5848425.500000 Penalty: 3496.871094
	Iteration 49Q: 3 clusters Score -5848426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5848433.500000 Penalty: 3496.871094
	Iteration 50Q: 3 clusters Score -5848434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5848430.500000 Penalty: 3496.871094
	Iteration 51Q: 3 clusters Score -5848430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5848435.500000 Penalty: 3496.871094
	Iteration 52Q: 3 clusters Score -5848436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5848442.500000 Penalty: 3496.871094
	Iteration 53Q: 3 clusters Score -5848442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5848442.500000 Penalty: 3496.871094
	Iteration 54Q: 3 clusters Score -5848442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5848441.000000 Penalty: 3496.871094
	Iteration 55Q: 3 clusters Score -5848441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5848446.000000 Penalty: 3496.871094
	Iteration 56Q: 3 clusters Score -5848446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5848452.000000 Penalty: 3496.871094
	Iteration 57Q: 3 clusters Score -5848452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5848454.500000 Penalty: 3496.871094
	Iteration 58Q: 3 clusters Score -5848454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5848459.500000 Penalty: 3496.871094
	Iteration 59Q: 3 clusters Score -5848460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5848458.500000 Penalty: 3496.871094
	Iteration 60F: 3 clusters Score -5848458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5848464.500000 Penalty: 3496.871094
	Iteration 61Q: 3 clusters Score -5848464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5848461.000000 Penalty: 3496.871094
	Iteration 62Q: 3 clusters Score -5848461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5848470.500000 Penalty: 3496.871094
	Iteration 63Q: 3 clusters Score -5848470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5848468.500000 Penalty: 3496.871094
	Iteration 64Q: 3 clusters Score -5848468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5848472.500000 Penalty: 3496.871094
	Iteration 65Q: 3 clusters Score -5848472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5848476.000000 Penalty: 3496.871094
	Iteration 66Q: 3 clusters Score -5848476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5848476.000000 Penalty: 3496.871094
	Iteration 67F: 3 clusters Score -5848476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (84682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Entering Unmasked Estep 
Score: -10661894.000000 Penalty: 1843.832031
	Iteration 0F: 2 clusters Score -1.066189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -10607208.000000 Penalty: 3687.664062
	Iteration 0F: 3 clusters Score -1.060721e+07 nChanged 40204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -10631001.000000 Penalty: 3687.664062
	Iteration 1F: 3 clusters Score -1.0631e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -10632176.000000 Penalty: 3687.664062
	Iteration 2Q: 3 clusters Score -1.063218e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -10634123.000000 Penalty: 3687.664062
	Iteration 3Q: 3 clusters Score -1.063412e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -10637158.000000 Penalty: 3687.664062
	Iteration 4F: 3 clusters Score -1.063716e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -10641719.000000 Penalty: 3687.664062
	Iteration 5F: 3 clusters Score -1.064172e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -10647408.000000 Penalty: 3687.664062
	Iteration 6F: 3 clusters Score -1.064741e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -10650861.000000 Penalty: 3687.664062
	Iteration 7F: 3 clusters Score -1.065086e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -10652054.000000 Penalty: 3687.664062
	Iteration 8Q: 3 clusters Score -1.065205e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -10652363.000000 Penalty: 3687.664062
	Iteration 9Q: 3 clusters Score -1.065236e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -10652529.000000 Penalty: 3687.664062
	Iteration 10Q: 3 clusters Score -1.065253e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -10652677.000000 Penalty: 3687.664062
	Iteration 11Q: 3 clusters Score -1.065268e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -10652797.000000 Penalty: 3687.664062
	Iteration 12Q: 3 clusters Score -1.06528e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -10652925.000000 Penalty: 3687.664062
	Iteration 13Q: 3 clusters Score -1.065292e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -10652991.000000 Penalty: 3687.664062
	Iteration 14Q: 3 clusters Score -1.065299e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -10653103.000000 Penalty: 3687.664062
	Iteration 15Q: 3 clusters Score -1.06531e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -10653229.000000 Penalty: 3687.664062
	Iteration 16Q: 3 clusters Score -1.065323e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -10653248.000000 Penalty: 3687.664062
	Iteration 17Q: 3 clusters Score -1.065325e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -10653330.000000 Penalty: 3687.664062
	Iteration 18Q: 3 clusters Score -1.065333e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -10653353.000000 Penalty: 3687.664062
	Iteration 19Q: 3 clusters Score -1.065335e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -10653370.000000 Penalty: 3687.664062
	Iteration 20F: 3 clusters Score -1.065337e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -10653438.000000 Penalty: 3687.664062
	Iteration 21Q: 3 clusters Score -1.065344e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -10653487.000000 Penalty: 3687.664062
	Iteration 22Q: 3 clusters Score -1.065349e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -10653548.000000 Penalty: 3687.664062
	Iteration 23Q: 3 clusters Score -1.065355e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -10653607.000000 Penalty: 3687.664062
	Iteration 24Q: 3 clusters Score -1.065361e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -10653624.000000 Penalty: 3687.664062
	Iteration 25Q: 3 clusters Score -1.065362e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -10653672.000000 Penalty: 3687.664062
	Iteration 26Q: 3 clusters Score -1.065367e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -10653718.000000 Penalty: 3687.664062
	Iteration 27Q: 3 clusters Score -1.065372e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -10653726.000000 Penalty: 3687.664062
	Iteration 28Q: 3 clusters Score -1.065373e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -10653754.000000 Penalty: 3687.664062
	Iteration 29Q: 3 clusters Score -1.065375e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -10653802.000000 Penalty: 3687.664062
	Iteration 30Q: 3 clusters Score -1.06538e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -10653867.000000 Penalty: 3687.664062
	Iteration 31Q: 3 clusters Score -1.065387e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -10653914.000000 Penalty: 3687.664062
	Iteration 32Q: 3 clusters Score -1.065391e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -10653964.000000 Penalty: 3687.664062
	Iteration 33Q: 3 clusters Score -1.065396e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -10654010.000000 Penalty: 3687.664062
	Iteration 34Q: 3 clusters Score -1.065401e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -10654024.000000 Penalty: 3687.664062
	Iteration 35Q: 3 clusters Score -1.065402e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -10654053.000000 Penalty: 3687.664062
	Iteration 36Q: 3 clusters Score -1.065405e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -10654107.000000 Penalty: 3687.664062
	Iteration 37Q: 3 clusters Score -1.065411e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -10654175.000000 Penalty: 3687.664062
	Iteration 38Q: 3 clusters Score -1.065418e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -10654234.000000 Penalty: 3687.664062
	Iteration 39Q: 3 clusters Score -1.065423e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -10654284.000000 Penalty: 3687.664062
	Iteration 40F: 3 clusters Score -1.065428e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -10654341.000000 Penalty: 3687.664062
	Iteration 41Q: 3 clusters Score -1.065434e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -10654451.000000 Penalty: 3687.664062
	Iteration 42Q: 3 clusters Score -1.065445e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -10654521.000000 Penalty: 3687.664062
	Iteration 43Q: 3 clusters Score -1.065452e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -10654661.000000 Penalty: 3687.664062
	Iteration 44Q: 3 clusters Score -1.065466e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -10654697.000000 Penalty: 3687.664062
	Iteration 45Q: 3 clusters Score -1.06547e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -10654760.000000 Penalty: 3687.664062
	Iteration 46Q: 3 clusters Score -1.065476e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -10654883.000000 Penalty: 3687.664062
	Iteration 47Q: 3 clusters Score -1.065488e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -10655001.000000 Penalty: 3687.664062
	Iteration 48Q: 3 clusters Score -1.0655e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -10655128.000000 Penalty: 3687.664062
	Iteration 49Q: 3 clusters Score -1.065513e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -10655241.000000 Penalty: 3687.664062
	Iteration 50Q: 3 clusters Score -1.065524e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -10655374.000000 Penalty: 3687.664062
	Iteration 51Q: 3 clusters Score -1.065537e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -10655434.000000 Penalty: 3687.664062
	Iteration 52Q: 3 clusters Score -1.065543e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -10655489.000000 Penalty: 3687.664062
	Iteration 53Q: 3 clusters Score -1.065549e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -10655543.000000 Penalty: 3687.664062
	Iteration 54Q: 3 clusters Score -1.065554e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -10655593.000000 Penalty: 3687.664062
	Iteration 55Q: 3 clusters Score -1.065559e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -10655643.000000 Penalty: 3687.664062
	Iteration 56Q: 3 clusters Score -1.065564e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -10655616.000000 Penalty: 3687.664062
	Iteration 57Q: 3 clusters Score -1.065562e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -10655641.000000 Penalty: 3687.664062
	Iteration 58Q: 3 clusters Score -1.065564e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -10655715.000000 Penalty: 3687.664062
	Iteration 59Q: 3 clusters Score -1.065572e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -10655817.000000 Penalty: 3687.664062
	Iteration 60F: 3 clusters Score -1.065582e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -10655873.000000 Penalty: 3687.664062
	Iteration 61Q: 3 clusters Score -1.065587e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -10655898.000000 Penalty: 3687.664062
	Iteration 62Q: 3 clusters Score -1.06559e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -10655907.000000 Penalty: 3687.664062
	Iteration 63Q: 3 clusters Score -1.065591e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -10655943.000000 Penalty: 3687.664062
	Iteration 64Q: 3 clusters Score -1.065594e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -10655987.000000 Penalty: 3687.664062
	Iteration 65Q: 3 clusters Score -1.065599e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -10656052.000000 Penalty: 3687.664062
	Iteration 66Q: 3 clusters Score -1.065605e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -10656077.000000 Penalty: 3687.664062
	Iteration 67Q: 3 clusters Score -1.065608e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -10656102.000000 Penalty: 3687.664062
	Iteration 68Q: 3 clusters Score -1.06561e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -10656181.000000 Penalty: 3687.664062
	Iteration 69Q: 3 clusters Score -1.065618e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -10656228.000000 Penalty: 3687.664062
	Iteration 70Q: 3 clusters Score -1.065623e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -10656243.000000 Penalty: 3687.664062
	Iteration 71Q: 3 clusters Score -1.065624e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -10656279.000000 Penalty: 3687.664062
	Iteration 72Q: 3 clusters Score -1.065628e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -10656353.000000 Penalty: 3687.664062
	Iteration 73Q: 3 clusters Score -1.065635e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -10656429.000000 Penalty: 3687.664062
	Iteration 74Q: 3 clusters Score -1.065643e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -10656465.000000 Penalty: 3687.664062
	Iteration 75Q: 3 clusters Score -1.065646e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -10656542.000000 Penalty: 3687.664062
	Iteration 76Q: 3 clusters Score -1.065654e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -10656601.000000 Penalty: 3687.664062
	Iteration 77Q: 3 clusters Score -1.06566e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -10656679.000000 Penalty: 3687.664062
	Iteration 78Q: 3 clusters Score -1.065668e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -10656772.000000 Penalty: 3687.664062
	Iteration 79Q: 3 clusters Score -1.065677e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -10656846.000000 Penalty: 3687.664062
	Iteration 80F: 3 clusters Score -1.065685e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -10656924.000000 Penalty: 3687.664062
	Iteration 81Q: 3 clusters Score -1.065692e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -10657046.000000 Penalty: 3687.664062
	Iteration 82Q: 3 clusters Score -1.065705e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -10657124.000000 Penalty: 3687.664062
	Iteration 83Q: 3 clusters Score -1.065712e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -10657192.000000 Penalty: 3687.664062
	Iteration 84Q: 3 clusters Score -1.065719e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -10657309.000000 Penalty: 3687.664062
	Iteration 85Q: 3 clusters Score -1.065731e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -10657418.000000 Penalty: 3687.664062
	Iteration 86Q: 3 clusters Score -1.065742e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -10657526.000000 Penalty: 3687.664062
	Iteration 87Q: 3 clusters Score -1.065753e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -10657610.000000 Penalty: 3687.664062
	Iteration 88Q: 3 clusters Score -1.065761e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -10657757.000000 Penalty: 3687.664062
	Iteration 89Q: 3 clusters Score -1.065776e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -10657893.000000 Penalty: 3687.664062
	Iteration 90Q: 3 clusters Score -1.065789e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -10658043.000000 Penalty: 3687.664062
	Iteration 91Q: 3 clusters Score -1.065804e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -10658157.000000 Penalty: 3687.664062
	Iteration 92Q: 3 clusters Score -1.065816e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -10658349.000000 Penalty: 3687.664062
	Iteration 93Q: 3 clusters Score -1.065835e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -10658488.000000 Penalty: 3687.664062
	Iteration 94Q: 3 clusters Score -1.065849e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -10658621.000000 Penalty: 3687.664062
	Iteration 95Q: 3 clusters Score -1.065862e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -10658789.000000 Penalty: 3687.664062
	Iteration 96Q: 3 clusters Score -1.065879e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -10658896.000000 Penalty: 3687.664062
	Iteration 97Q: 3 clusters Score -1.06589e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 75746 members 
Entering Unmasked Estep 
Score: -10659043.000000 Penalty: 3687.664062
	Iteration 98Q: 3 clusters Score -1.065904e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -10659195.000000 Penalty: 3687.664062
	Iteration 99Q: 3 clusters Score -1.06592e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -10659393.000000 Penalty: 3687.664062
	Iteration 100F: 3 clusters Score -1.065939e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -10659489.000000 Penalty: 3687.664062
	Iteration 101Q: 3 clusters Score -1.065949e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -10659689.000000 Penalty: 3687.664062
	Iteration 102Q: 3 clusters Score -1.065969e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -10659821.000000 Penalty: 3687.664062
	Iteration 103Q: 3 clusters Score -1.065982e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
Score: -10659880.000000 Penalty: 3687.664062
	Iteration 104Q: 3 clusters Score -1.065988e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -10659909.000000 Penalty: 3687.664062
	Iteration 105Q: 3 clusters Score -1.065991e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -10660154.000000 Penalty: 3687.664062
	Iteration 106Q: 3 clusters Score -1.066015e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -10660258.000000 Penalty: 3687.664062
	Iteration 107Q: 3 clusters Score -1.066026e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -10660355.000000 Penalty: 3687.664062
	Iteration 108Q: 3 clusters Score -1.066036e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -10660416.000000 Penalty: 3687.664062
	Iteration 109Q: 3 clusters Score -1.066042e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -10660442.000000 Penalty: 3687.664062
	Iteration 110Q: 3 clusters Score -1.066044e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -10660481.000000 Penalty: 3687.664062
	Iteration 111Q: 3 clusters Score -1.066048e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -10660511.000000 Penalty: 3687.664062
	Iteration 112Q: 3 clusters Score -1.066051e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -10660493.000000 Penalty: 3687.664062
	Iteration 113Q: 3 clusters Score -1.066049e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -10660521.000000 Penalty: 3687.664062
	Iteration 114Q: 3 clusters Score -1.066052e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -10660536.000000 Penalty: 3687.664062
	Iteration 115Q: 3 clusters Score -1.066054e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -10660529.000000 Penalty: 3687.664062
	Iteration 116Q: 3 clusters Score -1.066053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -10660554.000000 Penalty: 3687.664062
	Iteration 117Q: 3 clusters Score -1.066055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -10660565.000000 Penalty: 3687.664062
	Iteration 118Q: 3 clusters Score -1.066056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 84240 members 
Entering Unmasked Estep 
Score: -10660559.000000 Penalty: 3687.664062
	Iteration 119Q: 3 clusters Score -1.066056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -10660567.000000 Penalty: 3687.664062
	Iteration 120F: 3 clusters Score -1.066057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -10660554.000000 Penalty: 3687.664062
	Iteration 121Q: 3 clusters Score -1.066055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -10660565.000000 Penalty: 3687.664062
	Iteration 122Q: 3 clusters Score -1.066056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -10660560.000000 Penalty: 3687.664062
	Iteration 123Q: 3 clusters Score -1.066056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -10660560.000000 Penalty: 3687.664062
	Iteration 124Q: 3 clusters Score -1.066056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 84267 members 
Entering Unmasked Estep 
Score: -10660558.000000 Penalty: 3687.664062
	Iteration 125Q: 3 clusters Score -1.066056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -10660565.000000 Penalty: 3687.664062
	Iteration 126Q: 3 clusters Score -1.066056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -10660565.000000 Penalty: 3687.664062
	Iteration 127F: 3 clusters Score -1.066056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -46815.085938 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -46815.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45809.656250 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -45809.66 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46131.171875 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -46131.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46228.871094 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -46228.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46277.839844 Penalty: 2019.096924
	Iteration 3Q: 3 clusters Score -46277.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46317.832031 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -46317.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46385.925781 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -46385.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46430.546875 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -46430.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46466.078125 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -46466.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46506.667969 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -46506.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46527.000000 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -46527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46565.769531 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -46565.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46625.093750 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -46625.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46682.507812 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -46682.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46713.285156 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -46713.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46744.066406 Penalty: 2019.096924
	Iteration 14Q: 3 clusters Score -46744.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46767.031250 Penalty: 2019.096924
	Iteration 15Q: 3 clusters Score -46767.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46788.390625 Penalty: 2019.096924
	Iteration 16Q: 3 clusters Score -46788.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46811.636719 Penalty: 2019.096924
	Iteration 17Q: 3 clusters Score -46811.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46842.714844 Penalty: 2019.096924
	Iteration 18Q: 3 clusters Score -46842.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46866.949219 Penalty: 2019.096924
	Iteration 19Q: 3 clusters Score -46866.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46887.382812 Penalty: 2019.096924
	Iteration 20F: 3 clusters Score -46887.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46952.824219 Penalty: 2019.096924
	Iteration 21Q: 3 clusters Score -46952.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47014.476562 Penalty: 2019.096924
	Iteration 22Q: 3 clusters Score -47014.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47038.234375 Penalty: 2019.096924
	Iteration 23Q: 3 clusters Score -47038.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47039.402344 Penalty: 2019.096924
	Iteration 24Q: 3 clusters Score -47039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47039.402344 Penalty: 2019.096924
	Iteration 25F: 3 clusters Score -47039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 81372 members 
Mstep: Class 3 contains 83941 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49028 members 
Mstep: Class 8 contains 93683 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 13842 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 95402 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 47080 members 
Mstep: Class 26 contains 84682 members 
Mstep: Class 27 contains 192 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6953 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93482 members 
Mstep: Class 35 contains 307 members 
Entering Unmasked Estep 
Score: -102237144.000000 Penalty: 77592.265625
Splitting cluster 27 changes total score from -102238072.000000 to -102237144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -8468.896484 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -8468.896 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 86 members 
Entering Unmasked Estep 
Score: -7884.535156 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -7884.535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8068.420898 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -8068.421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8087.422852 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -8087.423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8090.395996 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -8090.396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8090.395996 Penalty: 1645.343384
	Iteration 4F: 3 clusters Score -8090.396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Entering Unmasked Estep 
Score: -923033.687500 Penalty: 1452.660645
	Iteration 0F: 2 clusters Score -923033.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -917367.750000 Penalty: 2905.321289
	Iteration 0F: 3 clusters Score -917367.8 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -919189.062500 Penalty: 2905.321289
	Iteration 1F: 3 clusters Score -919189.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -919541.312500 Penalty: 2905.321289
	Iteration 2F: 3 clusters Score -919541.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -919924.125000 Penalty: 2905.321289
	Iteration 3F: 3 clusters Score -919924.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -920308.687500 Penalty: 2905.321289
	Iteration 4F: 3 clusters Score -920308.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -920648.562500 Penalty: 2905.321289
	Iteration 5F: 3 clusters Score -920648.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -920939.125000 Penalty: 2905.321289
	Iteration 6F: 3 clusters Score -920939.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -921126.562500 Penalty: 2905.321289
	Iteration 7Q: 3 clusters Score -921126.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -921258.562500 Penalty: 2905.321289
	Iteration 8Q: 3 clusters Score -921258.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -921348.562500 Penalty: 2905.321289
	Iteration 9Q: 3 clusters Score -921348.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -921401.625000 Penalty: 2905.321289
	Iteration 10Q: 3 clusters Score -921401.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -921441.562500 Penalty: 2905.321289
	Iteration 11Q: 3 clusters Score -921441.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -921468.437500 Penalty: 2905.321289
	Iteration 12Q: 3 clusters Score -921468.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -921488.375000 Penalty: 2905.321289
	Iteration 13Q: 3 clusters Score -921488.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -921514.750000 Penalty: 2905.321289
	Iteration 14Q: 3 clusters Score -921514.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -921542.375000 Penalty: 2905.321289
	Iteration 15Q: 3 clusters Score -921542.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -921565.187500 Penalty: 2905.321289
	Iteration 16Q: 3 clusters Score -921565.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -921589.187500 Penalty: 2905.321289
	Iteration 17Q: 3 clusters Score -921589.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -921604.250000 Penalty: 2905.321289
	Iteration 18Q: 3 clusters Score -921604.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -921620.812500 Penalty: 2905.321289
	Iteration 19Q: 3 clusters Score -921620.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -921637.937500 Penalty: 2905.321289
	Iteration 20F: 3 clusters Score -921637.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -921653.687500 Penalty: 2905.321289
	Iteration 21Q: 3 clusters Score -921653.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -921671.250000 Penalty: 2905.321289
	Iteration 22Q: 3 clusters Score -921671.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -921686.375000 Penalty: 2905.321289
	Iteration 23Q: 3 clusters Score -921686.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -921702.500000 Penalty: 2905.321289
	Iteration 24Q: 3 clusters Score -921702.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -921717.625000 Penalty: 2905.321289
	Iteration 25Q: 3 clusters Score -921717.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -921733.937500 Penalty: 2905.321289
	Iteration 26Q: 3 clusters Score -921733.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -921754.562500 Penalty: 2905.321289
	Iteration 27Q: 3 clusters Score -921754.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -921763.875000 Penalty: 2905.321289
	Iteration 28Q: 3 clusters Score -921763.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -921775.125000 Penalty: 2905.321289
	Iteration 29Q: 3 clusters Score -921775.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -921784.562500 Penalty: 2905.321289
	Iteration 30Q: 3 clusters Score -921784.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -921806.437500 Penalty: 2905.321289
	Iteration 31Q: 3 clusters Score -921806.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -921828.437500 Penalty: 2905.321289
	Iteration 32Q: 3 clusters Score -921828.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -921845.375000 Penalty: 2905.321289
	Iteration 33Q: 3 clusters Score -921845.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -921857.500000 Penalty: 2905.321289
	Iteration 34Q: 3 clusters Score -921857.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -921867.437500 Penalty: 2905.321289
	Iteration 35Q: 3 clusters Score -921867.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -921879.750000 Penalty: 2905.321289
	Iteration 36Q: 3 clusters Score -921879.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -921890.187500 Penalty: 2905.321289
	Iteration 37Q: 3 clusters Score -921890.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -921897.562500 Penalty: 2905.321289
	Iteration 38Q: 3 clusters Score -921897.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -921905.000000 Penalty: 2905.321289
	Iteration 39Q: 3 clusters Score -921905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -921916.250000 Penalty: 2905.321289
	Iteration 40F: 3 clusters Score -921916.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -921930.500000 Penalty: 2905.321289
	Iteration 41Q: 3 clusters Score -921930.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -921940.437500 Penalty: 2905.321289
	Iteration 42Q: 3 clusters Score -921940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -921946.500000 Penalty: 2905.321289
	Iteration 43Q: 3 clusters Score -921946.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -921953.187500 Penalty: 2905.321289
	Iteration 44Q: 3 clusters Score -921953.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -921957.562500 Penalty: 2905.321289
	Iteration 45Q: 3 clusters Score -921957.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -921959.562500 Penalty: 2905.321289
	Iteration 46Q: 3 clusters Score -921959.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -921961.937500 Penalty: 2905.321289
	Iteration 47Q: 3 clusters Score -921961.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -921965.000000 Penalty: 2905.321289
	Iteration 48Q: 3 clusters Score -921965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -921970.437500 Penalty: 2905.321289
	Iteration 49Q: 3 clusters Score -921970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -921971.500000 Penalty: 2905.321289
	Iteration 50Q: 3 clusters Score -921971.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -921975.250000 Penalty: 2905.321289
	Iteration 51Q: 3 clusters Score -921975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -921978.375000 Penalty: 2905.321289
	Iteration 52Q: 3 clusters Score -921978.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -921980.937500 Penalty: 2905.321289
	Iteration 53Q: 3 clusters Score -921980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -921982.437500 Penalty: 2905.321289
	Iteration 54Q: 3 clusters Score -921982.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -921986.187500 Penalty: 2905.321289
	Iteration 55Q: 3 clusters Score -921986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -921991.312500 Penalty: 2905.321289
	Iteration 56Q: 3 clusters Score -921991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -921991.000000 Penalty: 2905.321289
	Iteration 57Q: 3 clusters Score -921991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -921991.312500 Penalty: 2905.321289
	Iteration 58Q: 3 clusters Score -921991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -921991.937500 Penalty: 2905.321289
	Iteration 59Q: 3 clusters Score -921991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -921992.625000 Penalty: 2905.321289
	Iteration 60F: 3 clusters Score -921992.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -227810.921875 Penalty: 1236.360840
	Iteration 0F: 2 clusters Score -227810.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -225682.265625 Penalty: 2472.721680
	Iteration 0F: 3 clusters Score -225682.3 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226157.906250 Penalty: 2472.721680
	Iteration 1F: 3 clusters Score -226157.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -226325.765625 Penalty: 2472.721680
	Iteration 2F: 3 clusters Score -226325.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -226436.437500 Penalty: 2472.721680
	Iteration 3F: 3 clusters Score -226436.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226524.406250 Penalty: 2472.721680
	Iteration 4F: 3 clusters Score -226524.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226578.890625 Penalty: 2472.721680
	Iteration 5Q: 3 clusters Score -226578.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226649.062500 Penalty: 2472.721680
	Iteration 6Q: 3 clusters Score -226649.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -226717.750000 Penalty: 2472.721680
	Iteration 7Q: 3 clusters Score -226717.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -226797.859375 Penalty: 2472.721680
	Iteration 8Q: 3 clusters Score -226797.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -226898.031250 Penalty: 2472.721680
	Iteration 9Q: 3 clusters Score -226898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -227027.921875 Penalty: 2472.721680
	Iteration 10Q: 3 clusters Score -227027.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -227176.125000 Penalty: 2472.721680
	Iteration 11Q: 3 clusters Score -227176.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -227319.609375 Penalty: 2472.721680
	Iteration 12Q: 3 clusters Score -227319.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -227423.734375 Penalty: 2472.721680
	Iteration 13Q: 3 clusters Score -227423.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -227502.328125 Penalty: 2472.721680
	Iteration 14Q: 3 clusters Score -227502.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -227557.640625 Penalty: 2472.721680
	Iteration 15Q: 3 clusters Score -227557.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -227595.625000 Penalty: 2472.721680
	Iteration 16Q: 3 clusters Score -227595.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -227628.781250 Penalty: 2472.721680
	Iteration 17Q: 3 clusters Score -227628.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -227653.078125 Penalty: 2472.721680
	Iteration 18Q: 3 clusters Score -227653.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -227670.765625 Penalty: 2472.721680
	Iteration 19Q: 3 clusters Score -227670.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -227678.562500 Penalty: 2472.721680
	Iteration 20F: 3 clusters Score -227678.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -227683.781250 Penalty: 2472.721680
	Iteration 21Q: 3 clusters Score -227683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -227686.625000 Penalty: 2472.721680
	Iteration 22Q: 3 clusters Score -227686.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -227689.796875 Penalty: 2472.721680
	Iteration 23Q: 3 clusters Score -227689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -227692.515625 Penalty: 2472.721680
	Iteration 24Q: 3 clusters Score -227692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -227694.578125 Penalty: 2472.721680
	Iteration 25Q: 3 clusters Score -227694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -227695.625000 Penalty: 2472.721680
	Iteration 26Q: 3 clusters Score -227695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -227695.625000 Penalty: 2472.721680
	Iteration 27F: 3 clusters Score -227695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Entering Unmasked Estep 
Score: -832323.437500 Penalty: 1437.625854
	Iteration 0F: 2 clusters Score -832323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -827070.687500 Penalty: 2875.251709
	Iteration 0F: 3 clusters Score -827070.7 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -828623.625000 Penalty: 2875.251709
	Iteration 1F: 3 clusters Score -828623.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -828823.062500 Penalty: 2875.251709
	Iteration 2F: 3 clusters Score -828823.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -828985.812500 Penalty: 2875.251709
	Iteration 3Q: 3 clusters Score -828985.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -829112.562500 Penalty: 2875.251709
	Iteration 4Q: 3 clusters Score -829112.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -829243.312500 Penalty: 2875.251709
	Iteration 5Q: 3 clusters Score -829243.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -829392.625000 Penalty: 2875.251709
	Iteration 6Q: 3 clusters Score -829392.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -829563.312500 Penalty: 2875.251709
	Iteration 7Q: 3 clusters Score -829563.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -829754.187500 Penalty: 2875.251709
	Iteration 8Q: 3 clusters Score -829754.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -829949.687500 Penalty: 2875.251709
	Iteration 9Q: 3 clusters Score -829949.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -830195.312500 Penalty: 2875.251709
	Iteration 10Q: 3 clusters Score -830195.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -830436.187500 Penalty: 2875.251709
	Iteration 11Q: 3 clusters Score -830436.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -830643.937500 Penalty: 2875.251709
	Iteration 12Q: 3 clusters Score -830643.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -830834.062500 Penalty: 2875.251709
	Iteration 13Q: 3 clusters Score -830834.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -830977.187500 Penalty: 2875.251709
	Iteration 14Q: 3 clusters Score -830977.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -831075.812500 Penalty: 2875.251709
	Iteration 15Q: 3 clusters Score -831075.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -831161.937500 Penalty: 2875.251709
	Iteration 16Q: 3 clusters Score -831161.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -831235.437500 Penalty: 2875.251709
	Iteration 17Q: 3 clusters Score -831235.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -831293.000000 Penalty: 2875.251709
	Iteration 18Q: 3 clusters Score -831293 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -831349.750000 Penalty: 2875.251709
	Iteration 19Q: 3 clusters Score -831349.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -831385.312500 Penalty: 2875.251709
	Iteration 20F: 3 clusters Score -831385.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -831410.500000 Penalty: 2875.251709
	Iteration 21Q: 3 clusters Score -831410.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -831425.875000 Penalty: 2875.251709
	Iteration 22Q: 3 clusters Score -831425.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -831432.000000 Penalty: 2875.251709
	Iteration 23Q: 3 clusters Score -831432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -831432.500000 Penalty: 2875.251709
	Iteration 24Q: 3 clusters Score -831432.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -831432.812500 Penalty: 2875.251709
	Iteration 25Q: 3 clusters Score -831432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -831435.250000 Penalty: 2875.251709
	Iteration 26Q: 3 clusters Score -831435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -831435.375000 Penalty: 2875.251709
	Iteration 27Q: 3 clusters Score -831435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -831435.562500 Penalty: 2875.251709
	Iteration 28Q: 3 clusters Score -831435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -831437.625000 Penalty: 2875.251709
	Iteration 29Q: 3 clusters Score -831437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -831436.375000 Penalty: 2875.251709
	Iteration 30Q: 3 clusters Score -831436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -831436.312500 Penalty: 2875.251709
	Iteration 31Q: 3 clusters Score -831436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -831438.250000 Penalty: 2875.251709
	Iteration 32Q: 3 clusters Score -831438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -831438.312500 Penalty: 2875.251709
	Iteration 33Q: 3 clusters Score -831438.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -831438.437500 Penalty: 2875.251709
	Iteration 34Q: 3 clusters Score -831438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -831438.562500 Penalty: 2875.251709
	Iteration 35Q: 3 clusters Score -831438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -831440.000000 Penalty: 2875.251709
	Iteration 36Q: 3 clusters Score -831440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -831439.062500 Penalty: 2875.251709
	Iteration 37Q: 3 clusters Score -831439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -831440.125000 Penalty: 2875.251709
	Iteration 38Q: 3 clusters Score -831440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -831440.125000 Penalty: 2875.251709
	Iteration 39F: 3 clusters Score -831440.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -18562.521484 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -18562.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17916.132812 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -17916.13 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18205.537109 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18205.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18352.546875 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18352.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18450.441406 Penalty: 1827.805786
	Iteration 3F: 3 clusters Score -18450.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18508.464844 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -18508.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18564.058594 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18564.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18677.056641 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18677.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18699.552734 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18699.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18706.802734 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -18706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18708.226562 Penalty: 1827.805786
	Iteration 9Q: 3 clusters Score -18708.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18708.226562 Penalty: 1827.805786
	Iteration 10F: 3 clusters Score -18708.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 81372 members 
Mstep: Class 3 contains 83941 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49028 members 
Mstep: Class 8 contains 93683 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 13842 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 95402 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 47080 members 
Mstep: Class 26 contains 84682 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6953 members 
Mstep: Class 32 contains 112 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93482 members 
Mstep: Class 35 contains 165 members 
Entering Unmasked Estep 
Score: -102236984.000000 Penalty: 77592.265625
Splitting cluster 32 changes total score from -102238072.000000 to -102236984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -166177.343750 Penalty: 1188.289917
	Iteration 0F: 2 clusters Score -166177.3 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 737 members 
Entering Unmasked Estep 
Score: -164466.812500 Penalty: 2376.579834
	Iteration 0F: 3 clusters Score -164466.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -164900.546875 Penalty: 2376.579834
	Iteration 1F: 3 clusters Score -164900.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -165119.765625 Penalty: 2376.579834
	Iteration 2F: 3 clusters Score -165119.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -165319.359375 Penalty: 2376.579834
	Iteration 3F: 3 clusters Score -165319.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -165483.093750 Penalty: 2376.579834
	Iteration 4F: 3 clusters Score -165483.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -165600.078125 Penalty: 2376.579834
	Iteration 5F: 3 clusters Score -165600.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -165665.921875 Penalty: 2376.579834
	Iteration 6Q: 3 clusters Score -165665.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -165716.000000 Penalty: 2376.579834
	Iteration 7Q: 3 clusters Score -165716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -165742.515625 Penalty: 2376.579834
	Iteration 8Q: 3 clusters Score -165742.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -165763.968750 Penalty: 2376.579834
	Iteration 9Q: 3 clusters Score -165764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -165772.296875 Penalty: 2376.579834
	Iteration 10Q: 3 clusters Score -165772.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -165779.031250 Penalty: 2376.579834
	Iteration 11Q: 3 clusters Score -165779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -165781.234375 Penalty: 2376.579834
	Iteration 12Q: 3 clusters Score -165781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -165783.140625 Penalty: 2376.579834
	Iteration 13Q: 3 clusters Score -165783.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -165787.109375 Penalty: 2376.579834
	Iteration 14Q: 3 clusters Score -165787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -165790.875000 Penalty: 2376.579834
	Iteration 15Q: 3 clusters Score -165790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -165791.046875 Penalty: 2376.579834
	Iteration 16Q: 3 clusters Score -165791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -165791.046875 Penalty: 2376.579834
	Iteration 17F: 3 clusters Score -165791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (93482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Entering Unmasked Estep 
Score: -11647336.000000 Penalty: 1859.897705
	Iteration 0F: 2 clusters Score -1.164734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -11587902.000000 Penalty: 3719.795410
	Iteration 0F: 3 clusters Score -1.15879e+07 nChanged 44582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -11613904.000000 Penalty: 3719.795410
	Iteration 1F: 3 clusters Score -1.16139e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -11614575.000000 Penalty: 3719.795410
	Iteration 2Q: 3 clusters Score -1.161458e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -11615403.000000 Penalty: 3719.795410
	Iteration 3Q: 3 clusters Score -1.16154e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -11616785.000000 Penalty: 3719.795410
	Iteration 4Q: 3 clusters Score -1.161678e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -11619140.000000 Penalty: 3719.795410
	Iteration 5Q: 3 clusters Score -1.161914e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -11623019.000000 Penalty: 3719.795410
	Iteration 6F: 3 clusters Score -1.162302e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -11628455.000000 Penalty: 3719.795410
	Iteration 7F: 3 clusters Score -1.162846e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -11634429.000000 Penalty: 3719.795410
	Iteration 8F: 3 clusters Score -1.163443e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -11639046.000000 Penalty: 3719.795410
	Iteration 9F: 3 clusters Score -1.163905e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -11641792.000000 Penalty: 3719.795410
	Iteration 10Q: 3 clusters Score -1.164179e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -11643422.000000 Penalty: 3719.795410
	Iteration 11Q: 3 clusters Score -1.164342e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -11644414.000000 Penalty: 3719.795410
	Iteration 12Q: 3 clusters Score -1.164441e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -11645042.000000 Penalty: 3719.795410
	Iteration 13Q: 3 clusters Score -1.164504e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -11645329.000000 Penalty: 3719.795410
	Iteration 14Q: 3 clusters Score -1.164533e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -11645503.000000 Penalty: 3719.795410
	Iteration 15Q: 3 clusters Score -1.16455e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -11645600.000000 Penalty: 3719.795410
	Iteration 16Q: 3 clusters Score -1.16456e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 92614 members 
Entering Unmasked Estep 
Score: -11645725.000000 Penalty: 3719.795410
	Iteration 17Q: 3 clusters Score -1.164572e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -11645761.000000 Penalty: 3719.795410
	Iteration 18Q: 3 clusters Score -1.164576e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 92875 members 
Entering Unmasked Estep 
Score: -11645781.000000 Penalty: 3719.795410
	Iteration 19Q: 3 clusters Score -1.164578e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -11645793.000000 Penalty: 3719.795410
	Iteration 20F: 3 clusters Score -1.164579e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 92971 members 
Entering Unmasked Estep 
Score: -11645792.000000 Penalty: 3719.795410
	Iteration 21Q: 3 clusters Score -1.164579e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 93006 members 
Entering Unmasked Estep 
Score: -11645786.000000 Penalty: 3719.795410
	Iteration 22Q: 3 clusters Score -1.164579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -11645811.000000 Penalty: 3719.795410
	Iteration 23Q: 3 clusters Score -1.164581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -11645815.000000 Penalty: 3719.795410
	Iteration 24Q: 3 clusters Score -1.164582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -11645822.000000 Penalty: 3719.795410
	Iteration 25Q: 3 clusters Score -1.164582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -11645821.000000 Penalty: 3719.795410
	Iteration 26Q: 3 clusters Score -1.164582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 93059 members 
Entering Unmasked Estep 
Score: -11645819.000000 Penalty: 3719.795410
	Iteration 27Q: 3 clusters Score -1.164582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -11645821.000000 Penalty: 3719.795410
	Iteration 28Q: 3 clusters Score -1.164582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -11645827.000000 Penalty: 3719.795410
	Iteration 29Q: 3 clusters Score -1.164583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -11645824.000000 Penalty: 3719.795410
	Iteration 30Q: 3 clusters Score -1.164582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -11645824.000000 Penalty: 3719.795410
	Iteration 31F: 3 clusters Score -1.164582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 81372 members 
Mstep: Class 3 contains 83941 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49028 members 
Mstep: Class 8 contains 93683 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 13842 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 95402 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 47080 members 
Mstep: Class 26 contains 84682 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6953 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238152.000000 Penalty: 75375.343750
Iteration 279Q: 35 clusters Score -1.022382e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 81352 members 
Mstep: Class 3 contains 83937 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28557 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49027 members 
Mstep: Class 8 contains 93678 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13277 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 13726 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10002 members 
Mstep: Class 20 contains 95397 members 
Mstep: Class 21 contains 6970 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48348 members 
Mstep: Class 25 contains 47203 members 
Mstep: Class 26 contains 84691 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7625 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6953 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238280.000000 Penalty: 75375.343750
Iteration 280F: 35 clusters Score -1.022383e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 81322 members 
Mstep: Class 3 contains 83933 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28558 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49024 members 
Mstep: Class 8 contains 93672 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13280 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 13609 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3634 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10000 members 
Mstep: Class 20 contains 95386 members 
Mstep: Class 21 contains 6954 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48352 members 
Mstep: Class 25 contains 47337 members 
Mstep: Class 26 contains 84710 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7623 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6954 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238208.000000 Penalty: 75375.343750
Iteration 281Q: 35 clusters Score -1.022382e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 81307 members 
Mstep: Class 3 contains 83918 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28557 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49023 members 
Mstep: Class 8 contains 93678 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13283 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 13476 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10000 members 
Mstep: Class 20 contains 95377 members 
Mstep: Class 21 contains 6933 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48349 members 
Mstep: Class 25 contains 47468 members 
Mstep: Class 26 contains 84725 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7620 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6953 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238096.000000 Penalty: 75375.343750
Iteration 282Q: 35 clusters Score -1.022381e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 81295 members 
Mstep: Class 3 contains 83922 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28557 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49025 members 
Mstep: Class 8 contains 93685 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13280 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 13344 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10000 members 
Mstep: Class 20 contains 95372 members 
Mstep: Class 21 contains 6908 members 
Mstep: Class 22 contains 2929 members 
Mstep: Class 23 contains 1743 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 47573 members 
Mstep: Class 26 contains 84754 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7618 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6955 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237992.000000 Penalty: 75375.343750
Iteration 283Q: 35 clusters Score -1.02238e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 81285 members 
Mstep: Class 3 contains 83918 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28555 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49029 members 
Mstep: Class 8 contains 93702 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 13183 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 95369 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 48336 members 
Mstep: Class 25 contains 47704 members 
Mstep: Class 26 contains 84775 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7616 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6956 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 93641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238008.000000 Penalty: 75375.343750
Iteration 284Q: 35 clusters Score -1.02238e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 81273 members 
Mstep: Class 3 contains 83915 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28555 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49036 members 
Mstep: Class 8 contains 93713 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13280 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 13035 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10000 members 
Mstep: Class 20 contains 95364 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 2933 members 
Mstep: Class 23 contains 1741 members 
Mstep: Class 24 contains 48324 members 
Mstep: Class 25 contains 47821 members 
Mstep: Class 26 contains 84790 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7615 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6956 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 93689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238208.000000 Penalty: 75375.343750
Iteration 285Q: 35 clusters Score -1.022382e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 81258 members 
Mstep: Class 3 contains 83910 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49039 members 
Mstep: Class 8 contains 93714 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13281 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 12892 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 95368 members 
Mstep: Class 21 contains 6844 members 
Mstep: Class 22 contains 2936 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48319 members 
Mstep: Class 25 contains 47949 members 
Mstep: Class 26 contains 84801 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7613 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6956 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 93728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238240.000000 Penalty: 75375.343750
Iteration 286Q: 35 clusters Score -1.022382e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 81257 members 
Mstep: Class 3 contains 83903 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49045 members 
Mstep: Class 8 contains 93726 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13280 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 12763 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5185 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10000 members 
Mstep: Class 20 contains 95373 members 
Mstep: Class 21 contains 6823 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48312 members 
Mstep: Class 25 contains 48046 members 
Mstep: Class 26 contains 84818 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7613 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6956 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 93749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238272.000000 Penalty: 75375.343750
Iteration 287Q: 35 clusters Score -1.022383e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 81257 members 
Mstep: Class 3 contains 83895 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28551 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 93735 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13280 members 
Mstep: Class 11 contains 6854 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 12638 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5184 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3634 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10000 members 
Mstep: Class 20 contains 95372 members 
Mstep: Class 21 contains 6804 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48312 members 
Mstep: Class 25 contains 48148 members 
Mstep: Class 26 contains 84833 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7613 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6957 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 93780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238248.000000 Penalty: 75375.343750
Iteration 288Q: 35 clusters Score -1.022382e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 81265 members 
Mstep: Class 3 contains 83889 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28551 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 93734 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 6854 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 95376 members 
Mstep: Class 21 contains 6791 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48317 members 
Mstep: Class 25 contains 48239 members 
Mstep: Class 26 contains 84844 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7612 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6958 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 93806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238224.000000 Penalty: 75375.343750
Iteration 289Q: 35 clusters Score -1.022382e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 81269 members 
Mstep: Class 3 contains 83891 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28551 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 93741 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 95381 members 
Mstep: Class 21 contains 6781 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48315 members 
Mstep: Class 25 contains 48319 members 
Mstep: Class 26 contains 84862 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7611 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6959 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 93811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238104.000000 Penalty: 75375.343750
Iteration 290Q: 35 clusters Score -1.022381e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 81278 members 
Mstep: Class 3 contains 83902 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28552 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 93747 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13270 members 
Mstep: Class 11 contains 6848 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 12300 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10005 members 
Mstep: Class 20 contains 95374 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48317 members 
Mstep: Class 25 contains 48405 members 
Mstep: Class 26 contains 84884 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7610 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6960 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 93812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238144.000000 Penalty: 75375.343750
Iteration 291Q: 35 clusters Score -1.022381e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 81289 members 
Mstep: Class 3 contains 83893 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28552 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 93748 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 12203 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10008 members 
Mstep: Class 20 contains 95366 members 
Mstep: Class 21 contains 6762 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48313 members 
Mstep: Class 25 contains 48482 members 
Mstep: Class 26 contains 84913 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7609 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6963 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 93833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238064.000000 Penalty: 75375.343750
Iteration 292Q: 35 clusters Score -1.022381e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 81291 members 
Mstep: Class 3 contains 83893 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28552 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49050 members 
Mstep: Class 8 contains 93746 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13271 members 
Mstep: Class 11 contains 6848 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 12098 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10009 members 
Mstep: Class 20 contains 95367 members 
Mstep: Class 21 contains 6756 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48313 members 
Mstep: Class 25 contains 48542 members 
Mstep: Class 26 contains 84939 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7607 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6964 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 93853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238240.000000 Penalty: 75375.343750
Iteration 293Q: 35 clusters Score -1.022382e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 81282 members 
Mstep: Class 3 contains 83905 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28550 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49054 members 
Mstep: Class 8 contains 93744 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13272 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 12000 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10008 members 
Mstep: Class 20 contains 95370 members 
Mstep: Class 21 contains 6755 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48315 members 
Mstep: Class 25 contains 48597 members 
Mstep: Class 26 contains 84967 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7607 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 93868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238088.000000 Penalty: 75375.343750
Iteration 294Q: 35 clusters Score -1.022381e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 81254 members 
Mstep: Class 3 contains 83922 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28550 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 93739 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13272 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 11914 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10008 members 
Mstep: Class 20 contains 95373 members 
Mstep: Class 21 contains 6756 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48322 members 
Mstep: Class 25 contains 48652 members 
Mstep: Class 26 contains 85009 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7606 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 93866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238200.000000 Penalty: 75375.343750
Iteration 295Q: 35 clusters Score -1.022382e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 81242 members 
Mstep: Class 3 contains 83922 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28550 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49051 members 
Mstep: Class 8 contains 93732 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13278 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 11820 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5178 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10008 members 
Mstep: Class 20 contains 95374 members 
Mstep: Class 21 contains 6756 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48331 members 
Mstep: Class 25 contains 48716 members 
Mstep: Class 26 contains 85052 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7607 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 93862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238056.000000 Penalty: 75375.343750
Iteration 296Q: 35 clusters Score -1.022381e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 81244 members 
Mstep: Class 3 contains 83913 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28551 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49051 members 
Mstep: Class 8 contains 93731 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13277 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 11719 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5177 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 95374 members 
Mstep: Class 21 contains 6755 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48335 members 
Mstep: Class 25 contains 48787 members 
Mstep: Class 26 contains 85104 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7607 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 93847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238144.000000 Penalty: 75375.343750
Iteration 297Q: 35 clusters Score -1.022381e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 81248 members 
Mstep: Class 3 contains 83889 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28551 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49048 members 
Mstep: Class 8 contains 93726 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13278 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 11616 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5177 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 95367 members 
Mstep: Class 21 contains 6752 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48341 members 
Mstep: Class 25 contains 48881 members 
Mstep: Class 26 contains 85160 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7607 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 93830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238136.000000 Penalty: 75375.343750
Iteration 298Q: 35 clusters Score -1.022381e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 81233 members 
Mstep: Class 3 contains 83879 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28551 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49051 members 
Mstep: Class 8 contains 93722 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13282 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 11516 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5177 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 95372 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48339 members 
Mstep: Class 25 contains 48953 members 
Mstep: Class 26 contains 85205 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7607 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 93846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238144.000000 Penalty: 75375.343750
Iteration 299Q: 35 clusters Score -1.022381e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 81210 members 
Mstep: Class 3 contains 83880 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28551 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49051 members 
Mstep: Class 8 contains 93720 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13284 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 11401 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5175 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10006 members 
Mstep: Class 20 contains 95379 members 
Mstep: Class 21 contains 6739 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48340 members 
Mstep: Class 25 contains 49010 members 
Mstep: Class 26 contains 85251 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7607 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 93880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238272.000000 Penalty: 75375.343750
Iteration 300F: 35 clusters Score -1.022383e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 81198 members 
Mstep: Class 3 contains 83875 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28552 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49051 members 
Mstep: Class 8 contains 93727 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 11 contains 6847 members 
Mstep: Class 12 contains 3324 members 
Mstep: Class 13 contains 11291 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5173 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10008 members 
Mstep: Class 20 contains 95384 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 49067 members 
Mstep: Class 26 contains 85271 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7608 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238280.000000 Penalty: 75375.343750
Iteration 301Q: 35 clusters Score -1.022383e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 81178 members 
Mstep: Class 3 contains 83871 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28551 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49051 members 
Mstep: Class 8 contains 93735 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13288 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 11194 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5171 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10009 members 
Mstep: Class 20 contains 95383 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 49128 members 
Mstep: Class 26 contains 85305 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7608 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 93944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238352.000000 Penalty: 75375.343750
Iteration 302Q: 35 clusters Score -1.022384e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 81166 members 
Mstep: Class 3 contains 83867 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28549 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 93743 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13290 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10010 members 
Mstep: Class 20 contains 95390 members 
Mstep: Class 21 contains 6733 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48341 members 
Mstep: Class 25 contains 49183 members 
Mstep: Class 26 contains 85327 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7607 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 93975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238264.000000 Penalty: 75375.343750
Iteration 303Q: 35 clusters Score -1.022383e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 81158 members 
Mstep: Class 3 contains 83862 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28549 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49050 members 
Mstep: Class 8 contains 93744 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13296 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 10999 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5168 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 95385 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48340 members 
Mstep: Class 25 contains 49251 members 
Mstep: Class 26 contains 85357 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7608 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 93982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238168.000000 Penalty: 75375.343750
Iteration 304Q: 35 clusters Score -1.022382e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 81158 members 
Mstep: Class 3 contains 83859 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28550 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49048 members 
Mstep: Class 8 contains 93746 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13296 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 10903 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 95381 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 49311 members 
Mstep: Class 26 contains 85372 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7608 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6966 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 94008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238248.000000 Penalty: 75375.343750
Iteration 305Q: 35 clusters Score -1.022382e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 81150 members 
Mstep: Class 3 contains 83857 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28549 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 93748 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13296 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 10811 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10017 members 
Mstep: Class 20 contains 95381 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48341 members 
Mstep: Class 25 contains 49370 members 
Mstep: Class 26 contains 85387 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7607 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6967 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 94041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238328.000000 Penalty: 75375.343750
Iteration 306Q: 35 clusters Score -1.022383e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 81145 members 
Mstep: Class 3 contains 83858 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28549 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49057 members 
Mstep: Class 8 contains 93748 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13299 members 
Mstep: Class 11 contains 6844 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 10702 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10017 members 
Mstep: Class 20 contains 95375 members 
Mstep: Class 21 contains 6732 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48341 members 
Mstep: Class 25 contains 49431 members 
Mstep: Class 26 contains 85412 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7607 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238448.000000 Penalty: 75375.343750
Iteration 307Q: 35 clusters Score -1.022384e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 81139 members 
Mstep: Class 3 contains 83848 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28548 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49060 members 
Mstep: Class 8 contains 93746 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13298 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 10586 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10018 members 
Mstep: Class 20 contains 95380 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 49498 members 
Mstep: Class 26 contains 85442 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7605 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238424.000000 Penalty: 75375.343750
Iteration 308Q: 35 clusters Score -1.022384e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 81117 members 
Mstep: Class 3 contains 83842 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28548 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49061 members 
Mstep: Class 8 contains 93747 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13299 members 
Mstep: Class 11 contains 6847 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 10474 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10019 members 
Mstep: Class 20 contains 95372 members 
Mstep: Class 21 contains 6732 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 49563 members 
Mstep: Class 26 contains 85510 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7603 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238256.000000 Penalty: 75375.343750
Iteration 309Q: 35 clusters Score -1.022383e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 81110 members 
Mstep: Class 3 contains 83836 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28548 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49067 members 
Mstep: Class 8 contains 93739 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13301 members 
Mstep: Class 11 contains 6848 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 10357 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10019 members 
Mstep: Class 20 contains 95363 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 49636 members 
Mstep: Class 26 contains 85550 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7600 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238320.000000 Penalty: 75375.343750
Iteration 310Q: 35 clusters Score -1.022383e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 81104 members 
Mstep: Class 3 contains 83832 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28549 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49066 members 
Mstep: Class 8 contains 93739 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13302 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 10232 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3645 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10019 members 
Mstep: Class 20 contains 95348 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48351 members 
Mstep: Class 25 contains 49713 members 
Mstep: Class 26 contains 85567 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7599 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238328.000000 Penalty: 75375.343750
Iteration 311Q: 35 clusters Score -1.022383e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 81093 members 
Mstep: Class 3 contains 83829 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28549 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49070 members 
Mstep: Class 8 contains 93733 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13304 members 
Mstep: Class 11 contains 6854 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 10118 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3646 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10019 members 
Mstep: Class 20 contains 95336 members 
Mstep: Class 21 contains 6744 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48354 members 
Mstep: Class 25 contains 49795 members 
Mstep: Class 26 contains 85602 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7596 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238368.000000 Penalty: 75375.343750
Iteration 312Q: 35 clusters Score -1.022384e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 81089 members 
Mstep: Class 3 contains 83836 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28548 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49071 members 
Mstep: Class 8 contains 93730 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13304 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 10011 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3647 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10020 members 
Mstep: Class 20 contains 95322 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48354 members 
Mstep: Class 25 contains 49879 members 
Mstep: Class 26 contains 85618 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7594 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238384.000000 Penalty: 75375.343750
Iteration 313Q: 35 clusters Score -1.022384e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 81081 members 
Mstep: Class 3 contains 83837 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28547 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 93728 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13303 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 9899 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3647 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10022 members 
Mstep: Class 20 contains 95309 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48359 members 
Mstep: Class 25 contains 49951 members 
Mstep: Class 26 contains 85645 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7592 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238312.000000 Penalty: 75375.343750
Iteration 314Q: 35 clusters Score -1.022383e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 81086 members 
Mstep: Class 3 contains 83834 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28545 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 93727 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13308 members 
Mstep: Class 11 contains 6867 members 
Mstep: Class 12 contains 3315 members 
Mstep: Class 13 contains 9783 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3648 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 95303 members 
Mstep: Class 21 contains 6754 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48363 members 
Mstep: Class 25 contains 50031 members 
Mstep: Class 26 contains 85663 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7588 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238320.000000 Penalty: 75375.343750
Iteration 315Q: 35 clusters Score -1.022383e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 81089 members 
Mstep: Class 3 contains 83824 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 49074 members 
Mstep: Class 8 contains 93730 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13307 members 
Mstep: Class 11 contains 6869 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 9681 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5162 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3649 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10022 members 
Mstep: Class 20 contains 95297 members 
Mstep: Class 21 contains 6751 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48364 members 
Mstep: Class 25 contains 50117 members 
Mstep: Class 26 contains 85678 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7584 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238320.000000 Penalty: 75375.343750
Iteration 316Q: 35 clusters Score -1.022383e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 81086 members 
Mstep: Class 3 contains 83828 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49074 members 
Mstep: Class 8 contains 93731 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13305 members 
Mstep: Class 11 contains 6873 members 
Mstep: Class 12 contains 3311 members 
Mstep: Class 13 contains 9561 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5160 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10021 members 
Mstep: Class 20 contains 95288 members 
Mstep: Class 21 contains 6750 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48364 members 
Mstep: Class 25 contains 50197 members 
Mstep: Class 26 contains 85707 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7585 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238304.000000 Penalty: 75375.343750
Iteration 317Q: 35 clusters Score -1.022383e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 81071 members 
Mstep: Class 3 contains 83828 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28542 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 93730 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13310 members 
Mstep: Class 11 contains 6873 members 
Mstep: Class 12 contains 3313 members 
Mstep: Class 13 contains 9439 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10022 members 
Mstep: Class 20 contains 95276 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48368 members 
Mstep: Class 25 contains 50273 members 
Mstep: Class 26 contains 85752 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7586 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6970 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238312.000000 Penalty: 75375.343750
Iteration 318Q: 35 clusters Score -1.022383e+08 nChanged 375
Entering ConstructFrom: 
Score: -102238312.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (39340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Entering Unmasked Estep 
Score: -4775800.000000 Penalty: 1719.249512
	Iteration 0F: 2 clusters Score -4775800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4749436.500000 Penalty: 3438.499023
	Iteration 0F: 3 clusters Score -4749436 nChanged 18362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -4759725.000000 Penalty: 3438.499023
	Iteration 1F: 3 clusters Score -4759725 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4760142.000000 Penalty: 3438.499023
	Iteration 2Q: 3 clusters Score -4760142 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4760520.500000 Penalty: 3438.499023
	Iteration 3Q: 3 clusters Score -4760520 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -4760847.500000 Penalty: 3438.499023
	Iteration 4Q: 3 clusters Score -4760848 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4761234.000000 Penalty: 3438.499023
	Iteration 5Q: 3 clusters Score -4761234 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -4761674.500000 Penalty: 3438.499023
	Iteration 6Q: 3 clusters Score -4761674 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4762195.500000 Penalty: 3438.499023
	Iteration 7Q: 3 clusters Score -4762196 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4762923.500000 Penalty: 3438.499023
	Iteration 8Q: 3 clusters Score -4762924 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -4764040.500000 Penalty: 3438.499023
	Iteration 9Q: 3 clusters Score -4764040 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4765511.500000 Penalty: 3438.499023
	Iteration 10F: 3 clusters Score -4765512 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -4767261.500000 Penalty: 3438.499023
	Iteration 11F: 3 clusters Score -4767262 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4769165.500000 Penalty: 3438.499023
	Iteration 12F: 3 clusters Score -4769166 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -4770607.000000 Penalty: 3438.499023
	Iteration 13Q: 3 clusters Score -4770607 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -4771407.500000 Penalty: 3438.499023
	Iteration 14Q: 3 clusters Score -4771408 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -4771819.500000 Penalty: 3438.499023
	Iteration 15Q: 3 clusters Score -4771820 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -4772088.000000 Penalty: 3438.499023
	Iteration 16Q: 3 clusters Score -4772088 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -4772257.000000 Penalty: 3438.499023
	Iteration 17Q: 3 clusters Score -4772257 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4772405.000000 Penalty: 3438.499023
	Iteration 18Q: 3 clusters Score -4772405 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -4772551.500000 Penalty: 3438.499023
	Iteration 19Q: 3 clusters Score -4772552 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -4772689.500000 Penalty: 3438.499023
	Iteration 20F: 3 clusters Score -4772690 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -4772802.500000 Penalty: 3438.499023
	Iteration 21Q: 3 clusters Score -4772802 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -4772937.000000 Penalty: 3438.499023
	Iteration 22Q: 3 clusters Score -4772937 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4773086.000000 Penalty: 3438.499023
	Iteration 23Q: 3 clusters Score -4773086 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -4773222.000000 Penalty: 3438.499023
	Iteration 24Q: 3 clusters Score -4773222 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -4773402.000000 Penalty: 3438.499023
	Iteration 25Q: 3 clusters Score -4773402 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -4773507.000000 Penalty: 3438.499023
	Iteration 26Q: 3 clusters Score -4773507 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4773620.000000 Penalty: 3438.499023
	Iteration 27Q: 3 clusters Score -4773620 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -4773681.000000 Penalty: 3438.499023
	Iteration 28Q: 3 clusters Score -4773681 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4773733.500000 Penalty: 3438.499023
	Iteration 29Q: 3 clusters Score -4773734 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -4773783.500000 Penalty: 3438.499023
	Iteration 30Q: 3 clusters Score -4773784 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -4773830.000000 Penalty: 3438.499023
	Iteration 31Q: 3 clusters Score -4773830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4773854.500000 Penalty: 3438.499023
	Iteration 32Q: 3 clusters Score -4773854 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -4773874.500000 Penalty: 3438.499023
	Iteration 33Q: 3 clusters Score -4773874 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -4773898.000000 Penalty: 3438.499023
	Iteration 34Q: 3 clusters Score -4773898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -4773897.000000 Penalty: 3438.499023
	Iteration 35Q: 3 clusters Score -4773897 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -4773917.000000 Penalty: 3438.499023
	Iteration 36Q: 3 clusters Score -4773917 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -4773935.000000 Penalty: 3438.499023
	Iteration 37Q: 3 clusters Score -4773935 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -4773945.500000 Penalty: 3438.499023
	Iteration 38Q: 3 clusters Score -4773946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4773953.000000 Penalty: 3438.499023
	Iteration 39Q: 3 clusters Score -4773953 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4773967.500000 Penalty: 3438.499023
	Iteration 40F: 3 clusters Score -4773968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4773981.000000 Penalty: 3438.499023
	Iteration 41Q: 3 clusters Score -4773981 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -4773998.000000 Penalty: 3438.499023
	Iteration 42Q: 3 clusters Score -4773998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -4774000.500000 Penalty: 3438.499023
	Iteration 43Q: 3 clusters Score -4774000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -4774012.000000 Penalty: 3438.499023
	Iteration 44Q: 3 clusters Score -4774012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4774005.500000 Penalty: 3438.499023
	Iteration 45Q: 3 clusters Score -4774006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -4774006.000000 Penalty: 3438.499023
	Iteration 46Q: 3 clusters Score -4774006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -4774012.000000 Penalty: 3438.499023
	Iteration 47Q: 3 clusters Score -4774012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -4774023.000000 Penalty: 3438.499023
	Iteration 48Q: 3 clusters Score -4774023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4774032.500000 Penalty: 3438.499023
	Iteration 49Q: 3 clusters Score -4774032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -4774028.000000 Penalty: 3438.499023
	Iteration 50Q: 3 clusters Score -4774028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4774034.000000 Penalty: 3438.499023
	Iteration 51Q: 3 clusters Score -4774034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4774040.000000 Penalty: 3438.499023
	Iteration 52Q: 3 clusters Score -4774040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4774037.000000 Penalty: 3438.499023
	Iteration 53Q: 3 clusters Score -4774037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4774048.000000 Penalty: 3438.499023
	Iteration 54Q: 3 clusters Score -4774048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4774043.500000 Penalty: 3438.499023
	Iteration 55Q: 3 clusters Score -4774044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -4774044.000000 Penalty: 3438.499023
	Iteration 56Q: 3 clusters Score -4774044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -4774042.500000 Penalty: 3438.499023
	Iteration 57Q: 3 clusters Score -4774042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4774044.500000 Penalty: 3438.499023
	Iteration 58Q: 3 clusters Score -4774044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -4774046.500000 Penalty: 3438.499023
	Iteration 59Q: 3 clusters Score -4774046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4774041.000000 Penalty: 3438.499023
	Iteration 60F: 3 clusters Score -4774041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -4774043.500000 Penalty: 3438.499023
	Iteration 61Q: 3 clusters Score -4774044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -4774038.000000 Penalty: 3438.499023
	Iteration 62Q: 3 clusters Score -4774038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -4774041.000000 Penalty: 3438.499023
	Iteration 63Q: 3 clusters Score -4774041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -4774043.500000 Penalty: 3438.499023
	Iteration 64Q: 3 clusters Score -4774044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4774037.000000 Penalty: 3438.499023
	Iteration 65Q: 3 clusters Score -4774037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4774037.500000 Penalty: 3438.499023
	Iteration 66Q: 3 clusters Score -4774038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4774038.000000 Penalty: 3438.499023
	Iteration 67Q: 3 clusters Score -4774038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4774043.500000 Penalty: 3438.499023
	Iteration 68Q: 3 clusters Score -4774044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4774041.500000 Penalty: 3438.499023
	Iteration 69Q: 3 clusters Score -4774042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4774046.000000 Penalty: 3438.499023
	Iteration 70Q: 3 clusters Score -4774046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -4774044.000000 Penalty: 3438.499023
	Iteration 71Q: 3 clusters Score -4774044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4774044.500000 Penalty: 3438.499023
	Iteration 72Q: 3 clusters Score -4774044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4774046.500000 Penalty: 3438.499023
	Iteration 73Q: 3 clusters Score -4774046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4774048.000000 Penalty: 3438.499023
	Iteration 74Q: 3 clusters Score -4774048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4774049.000000 Penalty: 3438.499023
	Iteration 75Q: 3 clusters Score -4774049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4774061.500000 Penalty: 3438.499023
	Iteration 76Q: 3 clusters Score -4774062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4774049.000000 Penalty: 3438.499023
	Iteration 77Q: 3 clusters Score -4774049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4774051.500000 Penalty: 3438.499023
	Iteration 78Q: 3 clusters Score -4774052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -4774065.500000 Penalty: 3438.499023
	Iteration 79Q: 3 clusters Score -4774066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4774059.000000 Penalty: 3438.499023
	Iteration 80F: 3 clusters Score -4774059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4774065.000000 Penalty: 3438.499023
	Iteration 81Q: 3 clusters Score -4774065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -4774072.000000 Penalty: 3438.499023
	Iteration 82Q: 3 clusters Score -4774072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4774070.000000 Penalty: 3438.499023
	Iteration 83Q: 3 clusters Score -4774070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4774074.000000 Penalty: 3438.499023
	Iteration 84Q: 3 clusters Score -4774074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4774072.000000 Penalty: 3438.499023
	Iteration 85Q: 3 clusters Score -4774072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -4774067.000000 Penalty: 3438.499023
	Iteration 86Q: 3 clusters Score -4774067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4774070.000000 Penalty: 3438.499023
	Iteration 87Q: 3 clusters Score -4774070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4774076.500000 Penalty: 3438.499023
	Iteration 88Q: 3 clusters Score -4774076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -4774073.500000 Penalty: 3438.499023
	Iteration 89Q: 3 clusters Score -4774074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4774073.000000 Penalty: 3438.499023
	Iteration 90Q: 3 clusters Score -4774073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4774073.000000 Penalty: 3438.499023
	Iteration 91F: 3 clusters Score -4774073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Entering Unmasked Estep 
Score: -10131721.000000 Penalty: 1836.726562
	Iteration 0F: 2 clusters Score -1.013172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -10078651.000000 Penalty: 3673.453125
	Iteration 0F: 3 clusters Score -1.007865e+07 nChanged 38413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -10100641.000000 Penalty: 3673.453125
	Iteration 1F: 3 clusters Score -1.010064e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -10101405.000000 Penalty: 3673.453125
	Iteration 2Q: 3 clusters Score -1.01014e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -10102355.000000 Penalty: 3673.453125
	Iteration 3Q: 3 clusters Score -1.010236e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -10103589.000000 Penalty: 3673.453125
	Iteration 4Q: 3 clusters Score -1.010359e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -10105360.000000 Penalty: 3673.453125
	Iteration 5Q: 3 clusters Score -1.010536e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -10108229.000000 Penalty: 3673.453125
	Iteration 6F: 3 clusters Score -1.010823e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -10111728.000000 Penalty: 3673.453125
	Iteration 7F: 3 clusters Score -1.011173e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -10115577.000000 Penalty: 3673.453125
	Iteration 8F: 3 clusters Score -1.011558e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -10118972.000000 Penalty: 3673.453125
	Iteration 9F: 3 clusters Score -1.011897e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -10121454.000000 Penalty: 3673.453125
	Iteration 10Q: 3 clusters Score -1.012145e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -10123161.000000 Penalty: 3673.453125
	Iteration 11Q: 3 clusters Score -1.012316e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -10124292.000000 Penalty: 3673.453125
	Iteration 12Q: 3 clusters Score -1.012429e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -10125215.000000 Penalty: 3673.453125
	Iteration 13Q: 3 clusters Score -1.012522e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 74313 members 
Entering Unmasked Estep 
Score: -10126052.000000 Penalty: 3673.453125
	Iteration 14Q: 3 clusters Score -1.012605e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -10126901.000000 Penalty: 3673.453125
	Iteration 15Q: 3 clusters Score -1.01269e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 76597 members 
Entering Unmasked Estep 
Score: -10127540.000000 Penalty: 3673.453125
	Iteration 16Q: 3 clusters Score -1.012754e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -10128044.000000 Penalty: 3673.453125
	Iteration 17Q: 3 clusters Score -1.012804e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -10128517.000000 Penalty: 3673.453125
	Iteration 18Q: 3 clusters Score -1.012852e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -10128970.000000 Penalty: 3673.453125
	Iteration 19Q: 3 clusters Score -1.012897e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -10129286.000000 Penalty: 3673.453125
	Iteration 20F: 3 clusters Score -1.012929e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -10129500.000000 Penalty: 3673.453125
	Iteration 21Q: 3 clusters Score -1.01295e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -10129654.000000 Penalty: 3673.453125
	Iteration 22Q: 3 clusters Score -1.012965e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -10129737.000000 Penalty: 3673.453125
	Iteration 23Q: 3 clusters Score -1.012974e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -10129803.000000 Penalty: 3673.453125
	Iteration 24Q: 3 clusters Score -1.01298e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 80257 members 
Entering Unmasked Estep 
Score: -10129890.000000 Penalty: 3673.453125
	Iteration 25Q: 3 clusters Score -1.012989e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -10129960.000000 Penalty: 3673.453125
	Iteration 26Q: 3 clusters Score -1.012996e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -10130027.000000 Penalty: 3673.453125
	Iteration 27Q: 3 clusters Score -1.013003e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -10130040.000000 Penalty: 3673.453125
	Iteration 28Q: 3 clusters Score -1.013004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 80470 members 
Entering Unmasked Estep 
Score: -10130058.000000 Penalty: 3673.453125
	Iteration 29Q: 3 clusters Score -1.013006e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -10130072.000000 Penalty: 3673.453125
	Iteration 30Q: 3 clusters Score -1.013007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -10130083.000000 Penalty: 3673.453125
	Iteration 31Q: 3 clusters Score -1.013008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 80538 members 
Entering Unmasked Estep 
Score: -10130100.000000 Penalty: 3673.453125
	Iteration 32Q: 3 clusters Score -1.01301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -10130088.000000 Penalty: 3673.453125
	Iteration 33Q: 3 clusters Score -1.013009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -10130113.000000 Penalty: 3673.453125
	Iteration 34Q: 3 clusters Score -1.013011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -10130123.000000 Penalty: 3673.453125
	Iteration 35Q: 3 clusters Score -1.013012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -10130112.000000 Penalty: 3673.453125
	Iteration 36Q: 3 clusters Score -1.013011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -10130111.000000 Penalty: 3673.453125
	Iteration 37Q: 3 clusters Score -1.013011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -10130105.000000 Penalty: 3673.453125
	Iteration 38Q: 3 clusters Score -1.01301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -10130110.000000 Penalty: 3673.453125
	Iteration 39Q: 3 clusters Score -1.013011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -10130114.000000 Penalty: 3673.453125
	Iteration 40F: 3 clusters Score -1.013011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -10130114.000000 Penalty: 3673.453125
	Iteration 41Q: 3 clusters Score -1.013011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -10130119.000000 Penalty: 3673.453125
	Iteration 42Q: 3 clusters Score -1.013012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -10130119.000000 Penalty: 3673.453125
	Iteration 43F: 3 clusters Score -1.013012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Entering Unmasked Estep 
Score: -10500987.000000 Penalty: 1842.192627
	Iteration 0F: 2 clusters Score -1.050099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -10446361.000000 Penalty: 3684.385254
	Iteration 0F: 3 clusters Score -1.044636e+07 nChanged 40045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -10470196.000000 Penalty: 3684.385254
	Iteration 1F: 3 clusters Score -1.04702e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -10471293.000000 Penalty: 3684.385254
	Iteration 2Q: 3 clusters Score -1.047129e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -10472815.000000 Penalty: 3684.385254
	Iteration 3Q: 3 clusters Score -1.047282e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -10475185.000000 Penalty: 3684.385254
	Iteration 4F: 3 clusters Score -1.047518e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -10478814.000000 Penalty: 3684.385254
	Iteration 5F: 3 clusters Score -1.047881e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -10483350.000000 Penalty: 3684.385254
	Iteration 6F: 3 clusters Score -1.048335e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -10487489.000000 Penalty: 3684.385254
	Iteration 7F: 3 clusters Score -1.048749e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -10489732.000000 Penalty: 3684.385254
	Iteration 8Q: 3 clusters Score -1.048973e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -10490546.000000 Penalty: 3684.385254
	Iteration 9Q: 3 clusters Score -1.049055e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -10491078.000000 Penalty: 3684.385254
	Iteration 10Q: 3 clusters Score -1.049108e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -10491479.000000 Penalty: 3684.385254
	Iteration 11Q: 3 clusters Score -1.049148e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -10491861.000000 Penalty: 3684.385254
	Iteration 12Q: 3 clusters Score -1.049186e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -10492308.000000 Penalty: 3684.385254
	Iteration 13Q: 3 clusters Score -1.049231e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -10492771.000000 Penalty: 3684.385254
	Iteration 14Q: 3 clusters Score -1.049277e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -10493200.000000 Penalty: 3684.385254
	Iteration 15Q: 3 clusters Score -1.04932e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -10493636.000000 Penalty: 3684.385254
	Iteration 16Q: 3 clusters Score -1.049364e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -10494081.000000 Penalty: 3684.385254
	Iteration 17Q: 3 clusters Score -1.049408e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -10494527.000000 Penalty: 3684.385254
	Iteration 18Q: 3 clusters Score -1.049453e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -10494871.000000 Penalty: 3684.385254
	Iteration 19Q: 3 clusters Score -1.049487e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 72585 members 
Entering Unmasked Estep 
Score: -10495268.000000 Penalty: 3684.385254
	Iteration 20F: 3 clusters Score -1.049527e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -10495622.000000 Penalty: 3684.385254
	Iteration 21Q: 3 clusters Score -1.049562e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -10495984.000000 Penalty: 3684.385254
	Iteration 22Q: 3 clusters Score -1.049598e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -10496400.000000 Penalty: 3684.385254
	Iteration 23Q: 3 clusters Score -1.04964e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -10496781.000000 Penalty: 3684.385254
	Iteration 24Q: 3 clusters Score -1.049678e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -10497162.000000 Penalty: 3684.385254
	Iteration 25Q: 3 clusters Score -1.049716e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -10497513.000000 Penalty: 3684.385254
	Iteration 26Q: 3 clusters Score -1.049751e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -10497856.000000 Penalty: 3684.385254
	Iteration 27Q: 3 clusters Score -1.049786e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -10498207.000000 Penalty: 3684.385254
	Iteration 28Q: 3 clusters Score -1.049821e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -10498492.000000 Penalty: 3684.385254
	Iteration 29Q: 3 clusters Score -1.049849e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -10498776.000000 Penalty: 3684.385254
	Iteration 30Q: 3 clusters Score -1.049878e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10499025.000000 Penalty: 3684.385254
	Iteration 31Q: 3 clusters Score -1.049902e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -10499231.000000 Penalty: 3684.385254
	Iteration 32Q: 3 clusters Score -1.049923e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -10499349.000000 Penalty: 3684.385254
	Iteration 33Q: 3 clusters Score -1.049935e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -10499463.000000 Penalty: 3684.385254
	Iteration 34Q: 3 clusters Score -1.049946e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -10499533.000000 Penalty: 3684.385254
	Iteration 35Q: 3 clusters Score -1.049953e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -10499543.000000 Penalty: 3684.385254
	Iteration 36Q: 3 clusters Score -1.049954e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -10499599.000000 Penalty: 3684.385254
	Iteration 37Q: 3 clusters Score -1.04996e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -10499611.000000 Penalty: 3684.385254
	Iteration 38Q: 3 clusters Score -1.049961e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -10499618.000000 Penalty: 3684.385254
	Iteration 39Q: 3 clusters Score -1.049962e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -10499634.000000 Penalty: 3684.385254
	Iteration 40F: 3 clusters Score -1.049963e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -10499632.000000 Penalty: 3684.385254
	Iteration 41Q: 3 clusters Score -1.049963e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -10499639.000000 Penalty: 3684.385254
	Iteration 42Q: 3 clusters Score -1.049964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -10499642.000000 Penalty: 3684.385254
	Iteration 43Q: 3 clusters Score -1.049964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -10499667.000000 Penalty: 3684.385254
	Iteration 44Q: 3 clusters Score -1.049967e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -10499664.000000 Penalty: 3684.385254
	Iteration 45Q: 3 clusters Score -1.049966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -10499687.000000 Penalty: 3684.385254
	Iteration 46Q: 3 clusters Score -1.049969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -10499689.000000 Penalty: 3684.385254
	Iteration 47Q: 3 clusters Score -1.049969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -10499693.000000 Penalty: 3684.385254
	Iteration 48Q: 3 clusters Score -1.049969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -10499683.000000 Penalty: 3684.385254
	Iteration 49Q: 3 clusters Score -1.049968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -10499684.000000 Penalty: 3684.385254
	Iteration 50Q: 3 clusters Score -1.049968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -10499682.000000 Penalty: 3684.385254
	Iteration 51Q: 3 clusters Score -1.049968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -10499689.000000 Penalty: 3684.385254
	Iteration 52Q: 3 clusters Score -1.049969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -10499690.000000 Penalty: 3684.385254
	Iteration 53Q: 3 clusters Score -1.049969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -10499684.000000 Penalty: 3684.385254
	Iteration 54Q: 3 clusters Score -1.049968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -10499685.000000 Penalty: 3684.385254
	Iteration 55Q: 3 clusters Score -1.049968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -10499693.000000 Penalty: 3684.385254
	Iteration 56Q: 3 clusters Score -1.049969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -10499700.000000 Penalty: 3684.385254
	Iteration 57Q: 3 clusters Score -1.04997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -10499688.000000 Penalty: 3684.385254
	Iteration 58Q: 3 clusters Score -1.049969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -10499696.000000 Penalty: 3684.385254
	Iteration 59Q: 3 clusters Score -1.04997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 83330 members 
Entering Unmasked Estep 
Score: -10499692.000000 Penalty: 3684.385254
	Iteration 60F: 3 clusters Score -1.049969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -10499686.000000 Penalty: 3684.385254
	Iteration 61Q: 3 clusters Score -1.049969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -10499696.000000 Penalty: 3684.385254
	Iteration 62Q: 3 clusters Score -1.04997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -10499693.000000 Penalty: 3684.385254
	Iteration 63Q: 3 clusters Score -1.049969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -10499690.000000 Penalty: 3684.385254
	Iteration 64Q: 3 clusters Score -1.049969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 83346 members 
Entering Unmasked Estep 
Score: -10499692.000000 Penalty: 3684.385254
	Iteration 65Q: 3 clusters Score -1.049969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -10499692.000000 Penalty: 3684.385254
	Iteration 66Q: 3 clusters Score -1.049969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -10499689.000000 Penalty: 3684.385254
	Iteration 67Q: 3 clusters Score -1.049969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
Score: -10499684.000000 Penalty: 3684.385254
	Iteration 68Q: 3 clusters Score -1.049968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -10499690.000000 Penalty: 3684.385254
	Iteration 69Q: 3 clusters Score -1.049969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 83353 members 
Entering Unmasked Estep 
Score: -10499696.000000 Penalty: 3684.385254
	Iteration 70Q: 3 clusters Score -1.04997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 83354 members 
Entering Unmasked Estep 
Score: -10499692.000000 Penalty: 3684.385254
	Iteration 71Q: 3 clusters Score -1.049969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -10499691.000000 Penalty: 3684.385254
	Iteration 72Q: 3 clusters Score -1.049969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -10499691.000000 Penalty: 3684.385254
	Iteration 73F: 3 clusters Score -1.049969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -239907.734375 Penalty: 1241.910156
	Iteration 0F: 2 clusters Score -239907.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -237810.859375 Penalty: 2483.820312
	Iteration 0F: 3 clusters Score -237810.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -238383.875000 Penalty: 2483.820312
	Iteration 1F: 3 clusters Score -238383.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -238587.265625 Penalty: 2483.820312
	Iteration 2F: 3 clusters Score -238587.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -238800.796875 Penalty: 2483.820312
	Iteration 3F: 3 clusters Score -238800.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -238993.718750 Penalty: 2483.820312
	Iteration 4F: 3 clusters Score -238993.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -239112.781250 Penalty: 2483.820312
	Iteration 5F: 3 clusters Score -239112.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -239177.703125 Penalty: 2483.820312
	Iteration 6Q: 3 clusters Score -239177.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -239219.890625 Penalty: 2483.820312
	Iteration 7Q: 3 clusters Score -239219.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -239254.015625 Penalty: 2483.820312
	Iteration 8Q: 3 clusters Score -239254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -239282.500000 Penalty: 2483.820312
	Iteration 9Q: 3 clusters Score -239282.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -239307.406250 Penalty: 2483.820312
	Iteration 10Q: 3 clusters Score -239307.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -239324.718750 Penalty: 2483.820312
	Iteration 11Q: 3 clusters Score -239324.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -239336.968750 Penalty: 2483.820312
	Iteration 12Q: 3 clusters Score -239337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -239353.328125 Penalty: 2483.820312
	Iteration 13Q: 3 clusters Score -239353.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -239374.796875 Penalty: 2483.820312
	Iteration 14Q: 3 clusters Score -239374.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -239389.671875 Penalty: 2483.820312
	Iteration 15Q: 3 clusters Score -239389.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -239397.234375 Penalty: 2483.820312
	Iteration 16Q: 3 clusters Score -239397.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -239406.156250 Penalty: 2483.820312
	Iteration 17Q: 3 clusters Score -239406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -239409.968750 Penalty: 2483.820312
	Iteration 18Q: 3 clusters Score -239410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -239413.656250 Penalty: 2483.820312
	Iteration 19Q: 3 clusters Score -239413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -239416.421875 Penalty: 2483.820312
	Iteration 20F: 3 clusters Score -239416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -239419.687500 Penalty: 2483.820312
	Iteration 21Q: 3 clusters Score -239419.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -239422.515625 Penalty: 2483.820312
	Iteration 22Q: 3 clusters Score -239422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -239423.109375 Penalty: 2483.820312
	Iteration 23Q: 3 clusters Score -239423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -239423.609375 Penalty: 2483.820312
	Iteration 24Q: 3 clusters Score -239423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -239423.609375 Penalty: 2483.820312
	Iteration 25F: 3 clusters Score -239423.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Entering Unmasked Estep 
Score: -3529639.000000 Penalty: 1667.103271
	Iteration 0F: 2 clusters Score -3529639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3510375.000000 Penalty: 3334.206543
	Iteration 0F: 3 clusters Score -3510375 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3517585.250000 Penalty: 3334.206543
	Iteration 1F: 3 clusters Score -3517585 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3517954.750000 Penalty: 3334.206543
	Iteration 2Q: 3 clusters Score -3517955 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3518319.500000 Penalty: 3334.206543
	Iteration 3Q: 3 clusters Score -3518320 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3518682.000000 Penalty: 3334.206543
	Iteration 4Q: 3 clusters Score -3518682 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3519140.000000 Penalty: 3334.206543
	Iteration 5Q: 3 clusters Score -3519140 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -3519770.750000 Penalty: 3334.206543
	Iteration 6Q: 3 clusters Score -3519771 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3520685.500000 Penalty: 3334.206543
	Iteration 7F: 3 clusters Score -3520686 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3521993.250000 Penalty: 3334.206543
	Iteration 8F: 3 clusters Score -3521993 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3523580.500000 Penalty: 3334.206543
	Iteration 9F: 3 clusters Score -3523580 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3524917.000000 Penalty: 3334.206543
	Iteration 10F: 3 clusters Score -3524917 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3525765 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3526191.250000 Penalty: 3334.206543
	Iteration 12Q: 3 clusters Score -3526191 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3526508.000000 Penalty: 3334.206543
	Iteration 13Q: 3 clusters Score -3526508 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3526755 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3527009.500000 Penalty: 3334.206543
	Iteration 15Q: 3 clusters Score -3527010 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3527212.250000 Penalty: 3334.206543
	Iteration 16Q: 3 clusters Score -3527212 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3527370.250000 Penalty: 3334.206543
	Iteration 17Q: 3 clusters Score -3527370 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3527488 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3527612.500000 Penalty: 3334.206543
	Iteration 19Q: 3 clusters Score -3527612 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3527707.250000 Penalty: 3334.206543
	Iteration 20F: 3 clusters Score -3527707 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3527781.000000 Penalty: 3334.206543
	Iteration 21Q: 3 clusters Score -3527781 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3527826.500000 Penalty: 3334.206543
	Iteration 22Q: 3 clusters Score -3527826 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3527874.250000 Penalty: 3334.206543
	Iteration 23Q: 3 clusters Score -3527874 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3527917.250000 Penalty: 3334.206543
	Iteration 24Q: 3 clusters Score -3527917 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3527951.500000 Penalty: 3334.206543
	Iteration 25Q: 3 clusters Score -3527952 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3527984.750000 Penalty: 3334.206543
	Iteration 26Q: 3 clusters Score -3527985 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3528012.500000 Penalty: 3334.206543
	Iteration 27Q: 3 clusters Score -3528012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3528022.250000 Penalty: 3334.206543
	Iteration 28Q: 3 clusters Score -3528022 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3528033.500000 Penalty: 3334.206543
	Iteration 29Q: 3 clusters Score -3528034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3528061.750000 Penalty: 3334.206543
	Iteration 30Q: 3 clusters Score -3528062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3528081.500000 Penalty: 3334.206543
	Iteration 31Q: 3 clusters Score -3528082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3528090.500000 Penalty: 3334.206543
	Iteration 32Q: 3 clusters Score -3528090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3528096.500000 Penalty: 3334.206543
	Iteration 33Q: 3 clusters Score -3528096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3528112.000000 Penalty: 3334.206543
	Iteration 34Q: 3 clusters Score -3528112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3528122.250000 Penalty: 3334.206543
	Iteration 35Q: 3 clusters Score -3528122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3528129.750000 Penalty: 3334.206543
	Iteration 36Q: 3 clusters Score -3528130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3528134.250000 Penalty: 3334.206543
	Iteration 37Q: 3 clusters Score -3528134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3528135.000000 Penalty: 3334.206543
	Iteration 38Q: 3 clusters Score -3528135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3528141.750000 Penalty: 3334.206543
	Iteration 39Q: 3 clusters Score -3528142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3528142.000000 Penalty: 3334.206543
	Iteration 40F: 3 clusters Score -3528142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3528141.750000 Penalty: 3334.206543
	Iteration 41Q: 3 clusters Score -3528142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3528145.500000 Penalty: 3334.206543
	Iteration 42Q: 3 clusters Score -3528146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3528147.250000 Penalty: 3334.206543
	Iteration 43Q: 3 clusters Score -3528147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3528153.500000 Penalty: 3334.206543
	Iteration 44Q: 3 clusters Score -3528154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3528154.750000 Penalty: 3334.206543
	Iteration 45Q: 3 clusters Score -3528155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3528158.500000 Penalty: 3334.206543
	Iteration 46Q: 3 clusters Score -3528158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3528168.500000 Penalty: 3334.206543
	Iteration 47Q: 3 clusters Score -3528168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3528172.250000 Penalty: 3334.206543
	Iteration 48Q: 3 clusters Score -3528172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3528168.000000 Penalty: 3334.206543
	Iteration 49Q: 3 clusters Score -3528168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3528170.250000 Penalty: 3334.206543
	Iteration 50Q: 3 clusters Score -3528170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3528167.500000 Penalty: 3334.206543
	Iteration 51Q: 3 clusters Score -3528168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3528170.250000 Penalty: 3334.206543
	Iteration 52Q: 3 clusters Score -3528170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3528180.750000 Penalty: 3334.206543
	Iteration 53Q: 3 clusters Score -3528181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3528182.500000 Penalty: 3334.206543
	Iteration 54Q: 3 clusters Score -3528182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3528186.750000 Penalty: 3334.206543
	Iteration 55Q: 3 clusters Score -3528187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3528185.500000 Penalty: 3334.206543
	Iteration 56Q: 3 clusters Score -3528186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3528189.250000 Penalty: 3334.206543
	Iteration 57Q: 3 clusters Score -3528189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -3528192.000000 Penalty: 3334.206543
	Iteration 58Q: 3 clusters Score -3528192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3528195.000000 Penalty: 3334.206543
	Iteration 59Q: 3 clusters Score -3528195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3528200.750000 Penalty: 3334.206543
	Iteration 60F: 3 clusters Score -3528201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3528201.000000 Penalty: 3334.206543
	Iteration 61Q: 3 clusters Score -3528201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3528210.000000 Penalty: 3334.206543
	Iteration 62Q: 3 clusters Score -3528210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3528212.750000 Penalty: 3334.206543
	Iteration 63Q: 3 clusters Score -3528213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3528215.500000 Penalty: 3334.206543
	Iteration 64Q: 3 clusters Score -3528216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3528214.250000 Penalty: 3334.206543
	Iteration 65Q: 3 clusters Score -3528214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3528218.750000 Penalty: 3334.206543
	Iteration 66Q: 3 clusters Score -3528219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3528220.500000 Penalty: 3334.206543
	Iteration 67Q: 3 clusters Score -3528220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3528221.500000 Penalty: 3334.206543
	Iteration 68Q: 3 clusters Score -3528222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3528221.000000 Penalty: 3334.206543
	Iteration 69Q: 3 clusters Score -3528221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3528223.750000 Penalty: 3334.206543
	Iteration 70Q: 3 clusters Score -3528224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3528226.250000 Penalty: 3334.206543
	Iteration 71Q: 3 clusters Score -3528226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3528228.000000 Penalty: 3334.206543
	Iteration 72Q: 3 clusters Score -3528228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3528225.750000 Penalty: 3334.206543
	Iteration 73Q: 3 clusters Score -3528226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3528231.250000 Penalty: 3334.206543
	Iteration 74Q: 3 clusters Score -3528231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -3528234.250000 Penalty: 3334.206543
	Iteration 75Q: 3 clusters Score -3528234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3528241.250000 Penalty: 3334.206543
	Iteration 76Q: 3 clusters Score -3528241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3528246.500000 Penalty: 3334.206543
	Iteration 77Q: 3 clusters Score -3528246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3528250.500000 Penalty: 3334.206543
	Iteration 78Q: 3 clusters Score -3528250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3528250.000000 Penalty: 3334.206543
	Iteration 79Q: 3 clusters Score -3528250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3528252.000000 Penalty: 3334.206543
	Iteration 80F: 3 clusters Score -3528252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3528256.250000 Penalty: 3334.206543
	Iteration 81Q: 3 clusters Score -3528256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -3528261.500000 Penalty: 3334.206543
	Iteration 82Q: 3 clusters Score -3528262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3528263.500000 Penalty: 3334.206543
	Iteration 83Q: 3 clusters Score -3528264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3528267.750000 Penalty: 3334.206543
	Iteration 84Q: 3 clusters Score -3528268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3528274.750000 Penalty: 3334.206543
	Iteration 85Q: 3 clusters Score -3528275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3528276.000000 Penalty: 3334.206543
	Iteration 86Q: 3 clusters Score -3528276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3528273.750000 Penalty: 3334.206543
	Iteration 87Q: 3 clusters Score -3528274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3528279.000000 Penalty: 3334.206543
	Iteration 88Q: 3 clusters Score -3528279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3528276.500000 Penalty: 3334.206543
	Iteration 89Q: 3 clusters Score -3528276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3528274.500000 Penalty: 3334.206543
	Iteration 90Q: 3 clusters Score -3528274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3528272.000000 Penalty: 3334.206543
	Iteration 91Q: 3 clusters Score -3528272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3528276.500000 Penalty: 3334.206543
	Iteration 92Q: 3 clusters Score -3528276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3528276.500000 Penalty: 3334.206543
	Iteration 93Q: 3 clusters Score -3528276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3528275.500000 Penalty: 3334.206543
	Iteration 94Q: 3 clusters Score -3528276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3528275.500000 Penalty: 3334.206543
	Iteration 95F: 3 clusters Score -3528276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2769 members 
Entering Unmasked Estep 
Score: -324153.812500 Penalty: 1288.014282
	Iteration 0F: 2 clusters Score -324153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -321577.468750 Penalty: 2576.028564
	Iteration 0F: 3 clusters Score -321577.5 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -322222.812500 Penalty: 2576.028564
	Iteration 1F: 3 clusters Score -322222.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -322438.875000 Penalty: 2576.028564
	Iteration 2F: 3 clusters Score -322438.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -322596.218750 Penalty: 2576.028564
	Iteration 3F: 3 clusters Score -322596.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -322694.687500 Penalty: 2576.028564
	Iteration 4F: 3 clusters Score -322694.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -322802.937500 Penalty: 2576.028564
	Iteration 5Q: 3 clusters Score -322802.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -322924.218750 Penalty: 2576.028564
	Iteration 6Q: 3 clusters Score -322924.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -323036.562500 Penalty: 2576.028564
	Iteration 7Q: 3 clusters Score -323036.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -323136.687500 Penalty: 2576.028564
	Iteration 8Q: 3 clusters Score -323136.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -323239.437500 Penalty: 2576.028564
	Iteration 9Q: 3 clusters Score -323239.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -323346.687500 Penalty: 2576.028564
	Iteration 10Q: 3 clusters Score -323346.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -323426.187500 Penalty: 2576.028564
	Iteration 11Q: 3 clusters Score -323426.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -323478.687500 Penalty: 2576.028564
	Iteration 12Q: 3 clusters Score -323478.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -323519.625000 Penalty: 2576.028564
	Iteration 13Q: 3 clusters Score -323519.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -323552.187500 Penalty: 2576.028564
	Iteration 14Q: 3 clusters Score -323552.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -323575.593750 Penalty: 2576.028564
	Iteration 15Q: 3 clusters Score -323575.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -323589.187500 Penalty: 2576.028564
	Iteration 16Q: 3 clusters Score -323589.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -323601.250000 Penalty: 2576.028564
	Iteration 17Q: 3 clusters Score -323601.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -323615.031250 Penalty: 2576.028564
	Iteration 18Q: 3 clusters Score -323615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -323624.656250 Penalty: 2576.028564
	Iteration 19Q: 3 clusters Score -323624.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -323636.343750 Penalty: 2576.028564
	Iteration 20F: 3 clusters Score -323636.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -323644.937500 Penalty: 2576.028564
	Iteration 21Q: 3 clusters Score -323644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -323647.093750 Penalty: 2576.028564
	Iteration 22Q: 3 clusters Score -323647.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -323649.187500 Penalty: 2576.028564
	Iteration 23Q: 3 clusters Score -323649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -323651.656250 Penalty: 2576.028564
	Iteration 24Q: 3 clusters Score -323651.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -323652.843750 Penalty: 2576.028564
	Iteration 25Q: 3 clusters Score -323652.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -323653.906250 Penalty: 2576.028564
	Iteration 26Q: 3 clusters Score -323653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -323654.687500 Penalty: 2576.028564
	Iteration 27Q: 3 clusters Score -323654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -323655.187500 Penalty: 2576.028564
	Iteration 28Q: 3 clusters Score -323655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -323654.875000 Penalty: 2576.028564
	Iteration 29Q: 3 clusters Score -323654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -323655.718750 Penalty: 2576.028564
	Iteration 30Q: 3 clusters Score -323655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -323657.031250 Penalty: 2576.028564
	Iteration 31Q: 3 clusters Score -323657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -323657.593750 Penalty: 2576.028564
	Iteration 32Q: 3 clusters Score -323657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -323659.468750 Penalty: 2576.028564
	Iteration 33Q: 3 clusters Score -323659.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -323660.062500 Penalty: 2576.028564
	Iteration 34Q: 3 clusters Score -323660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -323660.812500 Penalty: 2576.028564
	Iteration 35Q: 3 clusters Score -323660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -323660.656250 Penalty: 2576.028564
	Iteration 36Q: 3 clusters Score -323660.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -323661.281250 Penalty: 2576.028564
	Iteration 37Q: 3 clusters Score -323661.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -323663.250000 Penalty: 2576.028564
	Iteration 38Q: 3 clusters Score -323663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -323664.500000 Penalty: 2576.028564
	Iteration 39Q: 3 clusters Score -323664.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -323667.125000 Penalty: 2576.028564
	Iteration 40F: 3 clusters Score -323667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -323669.187500 Penalty: 2576.028564
	Iteration 41Q: 3 clusters Score -323669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -323672.687500 Penalty: 2576.028564
	Iteration 42Q: 3 clusters Score -323672.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -323676.187500 Penalty: 2576.028564
	Iteration 43Q: 3 clusters Score -323676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -323680.812500 Penalty: 2576.028564
	Iteration 44Q: 3 clusters Score -323680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -323681.750000 Penalty: 2576.028564
	Iteration 45Q: 3 clusters Score -323681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -323681.750000 Penalty: 2576.028564
	Iteration 46F: 3 clusters Score -323681.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Entering Unmasked Estep 
Score: -6225964.000000 Penalty: 1755.172974
	Iteration 0F: 2 clusters Score -6225964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -6193700.500000 Penalty: 3510.345947
	Iteration 0F: 3 clusters Score -6193700 nChanged 23027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -6206837.000000 Penalty: 3510.345947
	Iteration 1F: 3 clusters Score -6206837 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -6207463.500000 Penalty: 3510.345947
	Iteration 2Q: 3 clusters Score -6207464 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -6208331.500000 Penalty: 3510.345947
	Iteration 3Q: 3 clusters Score -6208332 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -6209589.000000 Penalty: 3510.345947
	Iteration 4Q: 3 clusters Score -6209589 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -6211431.500000 Penalty: 3510.345947
	Iteration 5F: 3 clusters Score -6211432 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -6213963.000000 Penalty: 3510.345947
	Iteration 6F: 3 clusters Score -6213963 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -6216775.000000 Penalty: 3510.345947
	Iteration 7F: 3 clusters Score -6216775 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -6219201.500000 Penalty: 3510.345947
	Iteration 8F: 3 clusters Score -6219202 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -6220896.000000 Penalty: 3510.345947
	Iteration 9Q: 3 clusters Score -6220896 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6222059.000000 Penalty: 3510.345947
	Iteration 10Q: 3 clusters Score -6222059 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -6222744.500000 Penalty: 3510.345947
	Iteration 11Q: 3 clusters Score -6222744 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -6223241.500000 Penalty: 3510.345947
	Iteration 12Q: 3 clusters Score -6223242 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -6223598.000000 Penalty: 3510.345947
	Iteration 13Q: 3 clusters Score -6223598 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -6223847.000000 Penalty: 3510.345947
	Iteration 14Q: 3 clusters Score -6223847 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -6224019.500000 Penalty: 3510.345947
	Iteration 15Q: 3 clusters Score -6224020 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -6224160.500000 Penalty: 3510.345947
	Iteration 16Q: 3 clusters Score -6224160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -6224269.500000 Penalty: 3510.345947
	Iteration 17Q: 3 clusters Score -6224270 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -6224340.500000 Penalty: 3510.345947
	Iteration 18Q: 3 clusters Score -6224340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -6224381.500000 Penalty: 3510.345947
	Iteration 19Q: 3 clusters Score -6224382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -6224405.000000 Penalty: 3510.345947
	Iteration 20F: 3 clusters Score -6224405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -6224430.000000 Penalty: 3510.345947
	Iteration 21Q: 3 clusters Score -6224430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -6224444.500000 Penalty: 3510.345947
	Iteration 22Q: 3 clusters Score -6224444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -6224460.500000 Penalty: 3510.345947
	Iteration 23Q: 3 clusters Score -6224460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -6224472.000000 Penalty: 3510.345947
	Iteration 24Q: 3 clusters Score -6224472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -6224475.500000 Penalty: 3510.345947
	Iteration 25Q: 3 clusters Score -6224476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -6224493.000000 Penalty: 3510.345947
	Iteration 26Q: 3 clusters Score -6224493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -6224506.000000 Penalty: 3510.345947
	Iteration 27Q: 3 clusters Score -6224506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -6224513.000000 Penalty: 3510.345947
	Iteration 28Q: 3 clusters Score -6224513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -6224511.000000 Penalty: 3510.345947
	Iteration 29Q: 3 clusters Score -6224511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -6224511.500000 Penalty: 3510.345947
	Iteration 30Q: 3 clusters Score -6224512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -6224516.500000 Penalty: 3510.345947
	Iteration 31Q: 3 clusters Score -6224516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -6224515.500000 Penalty: 3510.345947
	Iteration 32Q: 3 clusters Score -6224516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -6224520.000000 Penalty: 3510.345947
	Iteration 33Q: 3 clusters Score -6224520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -6224521.500000 Penalty: 3510.345947
	Iteration 34Q: 3 clusters Score -6224522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -6224523.000000 Penalty: 3510.345947
	Iteration 35Q: 3 clusters Score -6224523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -6224523.000000 Penalty: 3510.345947
	Iteration 36Q: 3 clusters Score -6224523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -6224521.500000 Penalty: 3510.345947
	Iteration 37Q: 3 clusters Score -6224522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -6224525.000000 Penalty: 3510.345947
	Iteration 38Q: 3 clusters Score -6224525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -6224521.500000 Penalty: 3510.345947
	Iteration 39Q: 3 clusters Score -6224522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -6224524.000000 Penalty: 3510.345947
	Iteration 40F: 3 clusters Score -6224524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -6224524.000000 Penalty: 3510.345947
	Iteration 41Q: 3 clusters Score -6224524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -6224527.000000 Penalty: 3510.345947
	Iteration 42Q: 3 clusters Score -6224527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -6224531.500000 Penalty: 3510.345947
	Iteration 43Q: 3 clusters Score -6224532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -6224531.500000 Penalty: 3510.345947
	Iteration 44Q: 3 clusters Score -6224532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -6224533.500000 Penalty: 3510.345947
	Iteration 45Q: 3 clusters Score -6224534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -6224530.000000 Penalty: 3510.345947
	Iteration 46Q: 3 clusters Score -6224530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -6224532.000000 Penalty: 3510.345947
	Iteration 47Q: 3 clusters Score -6224532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -6224533.500000 Penalty: 3510.345947
	Iteration 48Q: 3 clusters Score -6224534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -6224533.500000 Penalty: 3510.345947
	Iteration 49F: 3 clusters Score -6224534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93727 members 
Entering Unmasked Estep 
Score: -11743542.000000 Penalty: 1860.322876
	Iteration 0F: 2 clusters Score -1.174354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -11683318.000000 Penalty: 3720.645752
	Iteration 0F: 3 clusters Score -1.168332e+07 nChanged 44716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -11709624.000000 Penalty: 3720.645752
	Iteration 1F: 3 clusters Score -1.170962e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -11710516.000000 Penalty: 3720.645752
	Iteration 2Q: 3 clusters Score -1.171052e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -11711731.000000 Penalty: 3720.645752
	Iteration 3Q: 3 clusters Score -1.171173e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -11713395.000000 Penalty: 3720.645752
	Iteration 4Q: 3 clusters Score -1.17134e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -11715982.000000 Penalty: 3720.645752
	Iteration 5Q: 3 clusters Score -1.171598e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -11719886.000000 Penalty: 3720.645752
	Iteration 6F: 3 clusters Score -1.171989e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -11724319.000000 Penalty: 3720.645752
	Iteration 7F: 3 clusters Score -1.172432e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -11727172.000000 Penalty: 3720.645752
	Iteration 8F: 3 clusters Score -1.172717e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -11728426.000000 Penalty: 3720.645752
	Iteration 9Q: 3 clusters Score -1.172843e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -11728815.000000 Penalty: 3720.645752
	Iteration 10Q: 3 clusters Score -1.172882e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -11729087.000000 Penalty: 3720.645752
	Iteration 11Q: 3 clusters Score -1.172909e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -11729307.000000 Penalty: 3720.645752
	Iteration 12Q: 3 clusters Score -1.172931e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -11729566.000000 Penalty: 3720.645752
	Iteration 13Q: 3 clusters Score -1.172957e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -11729833.000000 Penalty: 3720.645752
	Iteration 14Q: 3 clusters Score -1.172983e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -11730032.000000 Penalty: 3720.645752
	Iteration 15Q: 3 clusters Score -1.173003e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -11730215.000000 Penalty: 3720.645752
	Iteration 16Q: 3 clusters Score -1.173022e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -11730545.000000 Penalty: 3720.645752
	Iteration 17Q: 3 clusters Score -1.173054e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -11730761.000000 Penalty: 3720.645752
	Iteration 18Q: 3 clusters Score -1.173076e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -11730928.000000 Penalty: 3720.645752
	Iteration 19Q: 3 clusters Score -1.173093e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -11731072.000000 Penalty: 3720.645752
	Iteration 20F: 3 clusters Score -1.173107e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -11731256.000000 Penalty: 3720.645752
	Iteration 21Q: 3 clusters Score -1.173126e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -11731412.000000 Penalty: 3720.645752
	Iteration 22Q: 3 clusters Score -1.173141e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -11731610.000000 Penalty: 3720.645752
	Iteration 23Q: 3 clusters Score -1.173161e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -11731685.000000 Penalty: 3720.645752
	Iteration 24Q: 3 clusters Score -1.173168e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -11731851.000000 Penalty: 3720.645752
	Iteration 25Q: 3 clusters Score -1.173185e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -11732054.000000 Penalty: 3720.645752
	Iteration 26Q: 3 clusters Score -1.173205e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -11732134.000000 Penalty: 3720.645752
	Iteration 27Q: 3 clusters Score -1.173213e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -11732246.000000 Penalty: 3720.645752
	Iteration 28Q: 3 clusters Score -1.173225e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -11732359.000000 Penalty: 3720.645752
	Iteration 29Q: 3 clusters Score -1.173236e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -11732407.000000 Penalty: 3720.645752
	Iteration 30Q: 3 clusters Score -1.173241e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -11732536.000000 Penalty: 3720.645752
	Iteration 31Q: 3 clusters Score -1.173254e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -11732664.000000 Penalty: 3720.645752
	Iteration 32Q: 3 clusters Score -1.173266e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 68999 members 
Entering Unmasked Estep 
Score: -11732794.000000 Penalty: 3720.645752
	Iteration 33Q: 3 clusters Score -1.173279e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -11732875.000000 Penalty: 3720.645752
	Iteration 34Q: 3 clusters Score -1.173288e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 70270 members 
Entering Unmasked Estep 
Score: -11733000.000000 Penalty: 3720.645752
	Iteration 35Q: 3 clusters Score -1.1733e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -11733129.000000 Penalty: 3720.645752
	Iteration 36Q: 3 clusters Score -1.173313e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -11733214.000000 Penalty: 3720.645752
	Iteration 37Q: 3 clusters Score -1.173321e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -11733368.000000 Penalty: 3720.645752
	Iteration 38Q: 3 clusters Score -1.173337e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -11733492.000000 Penalty: 3720.645752
	Iteration 39Q: 3 clusters Score -1.173349e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -11733684.000000 Penalty: 3720.645752
	Iteration 40F: 3 clusters Score -1.173368e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -11733894.000000 Penalty: 3720.645752
	Iteration 41Q: 3 clusters Score -1.173389e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -11734051.000000 Penalty: 3720.645752
	Iteration 42Q: 3 clusters Score -1.173405e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -11734304.000000 Penalty: 3720.645752
	Iteration 43Q: 3 clusters Score -1.17343e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -11734552.000000 Penalty: 3720.645752
	Iteration 44Q: 3 clusters Score -1.173455e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -11734829.000000 Penalty: 3720.645752
	Iteration 45Q: 3 clusters Score -1.173483e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -11735146.000000 Penalty: 3720.645752
	Iteration 46Q: 3 clusters Score -1.173515e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -11735506.000000 Penalty: 3720.645752
	Iteration 47Q: 3 clusters Score -1.173551e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -11735907.000000 Penalty: 3720.645752
	Iteration 48Q: 3 clusters Score -1.173591e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -11736714.000000 Penalty: 3720.645752
	Iteration 49Q: 3 clusters Score -1.173671e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -11737766.000000 Penalty: 3720.645752
	Iteration 50Q: 3 clusters Score -1.173777e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 84118 members 
Entering Unmasked Estep 
Score: -11738829.000000 Penalty: 3720.645752
	Iteration 51Q: 3 clusters Score -1.173883e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -11739723.000000 Penalty: 3720.645752
	Iteration 52Q: 3 clusters Score -1.173972e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -11740563.000000 Penalty: 3720.645752
	Iteration 53Q: 3 clusters Score -1.174056e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 87792 members 
Entering Unmasked Estep 
Score: -11741310.000000 Penalty: 3720.645752
	Iteration 54Q: 3 clusters Score -1.174131e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -11741762.000000 Penalty: 3720.645752
	Iteration 55Q: 3 clusters Score -1.174176e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -11742041.000000 Penalty: 3720.645752
	Iteration 56Q: 3 clusters Score -1.174204e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -11742150.000000 Penalty: 3720.645752
	Iteration 57Q: 3 clusters Score -1.174215e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -11742290.000000 Penalty: 3720.645752
	Iteration 58Q: 3 clusters Score -1.174229e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
Score: -11742289.000000 Penalty: 3720.645752
	Iteration 59Q: 3 clusters Score -1.174229e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -11742289.000000 Penalty: 3720.645752
	Iteration 60F: 3 clusters Score -1.174229e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 92328 members 
Entering Unmasked Estep 
Score: -11742320.000000 Penalty: 3720.645752
	Iteration 61Q: 3 clusters Score -1.174232e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -11742307.000000 Penalty: 3720.645752
	Iteration 62Q: 3 clusters Score -1.174231e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -11742310.000000 Penalty: 3720.645752
	Iteration 63Q: 3 clusters Score -1.174231e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
Score: -11742314.000000 Penalty: 3720.645752
	Iteration 64Q: 3 clusters Score -1.174231e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 92815 members 
Entering Unmasked Estep 
Score: -11742325.000000 Penalty: 3720.645752
	Iteration 65Q: 3 clusters Score -1.174232e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -11742323.000000 Penalty: 3720.645752
	Iteration 66Q: 3 clusters Score -1.174232e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 92895 members 
Entering Unmasked Estep 
Score: -11742320.000000 Penalty: 3720.645752
	Iteration 67Q: 3 clusters Score -1.174232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -11742315.000000 Penalty: 3720.645752
	Iteration 68Q: 3 clusters Score -1.174232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -11742316.000000 Penalty: 3720.645752
	Iteration 69Q: 3 clusters Score -1.174232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -11742318.000000 Penalty: 3720.645752
	Iteration 70Q: 3 clusters Score -1.174232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -11742315.000000 Penalty: 3720.645752
	Iteration 71Q: 3 clusters Score -1.174232e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 93000 members 
Entering Unmasked Estep 
Score: -11742309.000000 Penalty: 3720.645752
	Iteration 72Q: 3 clusters Score -1.174231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -11742322.000000 Penalty: 3720.645752
	Iteration 73Q: 3 clusters Score -1.174232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -11742328.000000 Penalty: 3720.645752
	Iteration 74Q: 3 clusters Score -1.174233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -11742321.000000 Penalty: 3720.645752
	Iteration 75Q: 3 clusters Score -1.174232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -11742317.000000 Penalty: 3720.645752
	Iteration 76Q: 3 clusters Score -1.174232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -11742313.000000 Penalty: 3720.645752
	Iteration 77Q: 3 clusters Score -1.174231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -11742304.000000 Penalty: 3720.645752
	Iteration 78Q: 3 clusters Score -1.17423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -11742308.000000 Penalty: 3720.645752
	Iteration 79Q: 3 clusters Score -1.174231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -11742309.000000 Penalty: 3720.645752
	Iteration 80F: 3 clusters Score -1.174231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -11742316.000000 Penalty: 3720.645752
	Iteration 81Q: 3 clusters Score -1.174232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -11742315.000000 Penalty: 3720.645752
	Iteration 82Q: 3 clusters Score -1.174232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -11742313.000000 Penalty: 3720.645752
	Iteration 83Q: 3 clusters Score -1.174231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 93059 members 
Entering Unmasked Estep 
Score: -11742321.000000 Penalty: 3720.645752
	Iteration 84Q: 3 clusters Score -1.174232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -11742313.000000 Penalty: 3720.645752
	Iteration 85Q: 3 clusters Score -1.174231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -11742315.000000 Penalty: 3720.645752
	Iteration 86Q: 3 clusters Score -1.174232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -11742319.000000 Penalty: 3720.645752
	Iteration 87Q: 3 clusters Score -1.174232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -11742309.000000 Penalty: 3720.645752
	Iteration 88Q: 3 clusters Score -1.174231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -11742312.000000 Penalty: 3720.645752
	Iteration 89Q: 3 clusters Score -1.174231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -11742295.000000 Penalty: 3720.645752
	Iteration 90Q: 3 clusters Score -1.17423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -11742301.000000 Penalty: 3720.645752
	Iteration 91Q: 3 clusters Score -1.17423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -11742293.000000 Penalty: 3720.645752
	Iteration 92Q: 3 clusters Score -1.174229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -11742296.000000 Penalty: 3720.645752
	Iteration 93Q: 3 clusters Score -1.17423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -11742297.000000 Penalty: 3720.645752
	Iteration 94Q: 3 clusters Score -1.17423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -11742299.000000 Penalty: 3720.645752
	Iteration 95Q: 3 clusters Score -1.17423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -11742302.000000 Penalty: 3720.645752
	Iteration 96Q: 3 clusters Score -1.17423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -11742296.000000 Penalty: 3720.645752
	Iteration 97Q: 3 clusters Score -1.17423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -11742300.000000 Penalty: 3720.645752
	Iteration 98Q: 3 clusters Score -1.17423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 93090 members 
Entering Unmasked Estep 
Score: -11742303.000000 Penalty: 3720.645752
	Iteration 99Q: 3 clusters Score -1.17423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -11742300.000000 Penalty: 3720.645752
	Iteration 100F: 3 clusters Score -1.17423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
Score: -11742294.000000 Penalty: 3720.645752
	Iteration 101Q: 3 clusters Score -1.174229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -11742291.000000 Penalty: 3720.645752
	Iteration 102Q: 3 clusters Score -1.174229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -11742295.000000 Penalty: 3720.645752
	Iteration 103Q: 3 clusters Score -1.17423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -11742294.000000 Penalty: 3720.645752
	Iteration 104Q: 3 clusters Score -1.174229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -11742296.000000 Penalty: 3720.645752
	Iteration 105Q: 3 clusters Score -1.17423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -11742302.000000 Penalty: 3720.645752
	Iteration 106Q: 3 clusters Score -1.17423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -11742296.000000 Penalty: 3720.645752
	Iteration 107Q: 3 clusters Score -1.17423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -11742287.000000 Penalty: 3720.645752
	Iteration 108Q: 3 clusters Score -1.174229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -11742281.000000 Penalty: 3720.645752
	Iteration 109Q: 3 clusters Score -1.174228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -11742277.000000 Penalty: 3720.645752
	Iteration 110Q: 3 clusters Score -1.174228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -11742282.000000 Penalty: 3720.645752
	Iteration 111Q: 3 clusters Score -1.174228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -11742282.000000 Penalty: 3720.645752
	Iteration 112F: 3 clusters Score -1.174228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -40255.019531 Penalty: 966.555725
	Iteration 0F: 2 clusters Score -40255.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39269.875000 Penalty: 1933.111450
	Iteration 0F: 3 clusters Score -39269.88 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39469.066406 Penalty: 1933.111450
	Iteration 1F: 3 clusters Score -39469.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39571.035156 Penalty: 1933.111450
	Iteration 2F: 3 clusters Score -39571.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39609.175781 Penalty: 1933.111450
	Iteration 3F: 3 clusters Score -39609.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39615.136719 Penalty: 1933.111450
	Iteration 4Q: 3 clusters Score -39615.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39618.464844 Penalty: 1933.111450
	Iteration 5Q: 3 clusters Score -39618.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39624.167969 Penalty: 1933.111450
	Iteration 6Q: 3 clusters Score -39624.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39628.562500 Penalty: 1933.111450
	Iteration 7Q: 3 clusters Score -39628.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39634.492188 Penalty: 1933.111450
	Iteration 8Q: 3 clusters Score -39634.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39650.699219 Penalty: 1933.111450
	Iteration 9Q: 3 clusters Score -39650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39658.382812 Penalty: 1933.111450
	Iteration 10Q: 3 clusters Score -39658.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39660.085938 Penalty: 1933.111450
	Iteration 11Q: 3 clusters Score -39660.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39660.550781 Penalty: 1933.111450
	Iteration 12Q: 3 clusters Score -39660.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39660.550781 Penalty: 1933.111450
	Iteration 13F: 3 clusters Score -39660.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Entering Unmasked Estep 
Score: -1614919.500000 Penalty: 1543.180664
	Iteration 0F: 2 clusters Score -1614920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1605647.250000 Penalty: 3086.361328
	Iteration 0F: 3 clusters Score -1605647 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1608775.000000 Penalty: 3086.361328
	Iteration 1F: 3 clusters Score -1608775 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1609126.125000 Penalty: 3086.361328
	Iteration 2F: 3 clusters Score -1609126 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1609467.000000 Penalty: 3086.361328
	Iteration 3F: 3 clusters Score -1609467 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1609842.625000 Penalty: 3086.361328
	Iteration 4F: 3 clusters Score -1609843 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1610264.500000 Penalty: 3086.361328
	Iteration 5F: 3 clusters Score -1610264 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1610676.250000 Penalty: 3086.361328
	Iteration 6Q: 3 clusters Score -1610676 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1611085.000000 Penalty: 3086.361328
	Iteration 7F: 3 clusters Score -1611085 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1611425.750000 Penalty: 3086.361328
	Iteration 8Q: 3 clusters Score -1611426 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1611706.625000 Penalty: 3086.361328
	Iteration 9Q: 3 clusters Score -1611707 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1611903.500000 Penalty: 3086.361328
	Iteration 10Q: 3 clusters Score -1611904 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1612060.125000 Penalty: 3086.361328
	Iteration 11Q: 3 clusters Score -1612060 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1612194.500000 Penalty: 3086.361328
	Iteration 12Q: 3 clusters Score -1612194 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1612289.000000 Penalty: 3086.361328
	Iteration 13Q: 3 clusters Score -1612289 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1612374.875000 Penalty: 3086.361328
	Iteration 14Q: 3 clusters Score -1612375 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1612463.250000 Penalty: 3086.361328
	Iteration 15Q: 3 clusters Score -1612463 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1612537.125000 Penalty: 3086.361328
	Iteration 16Q: 3 clusters Score -1612537 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1612599.000000 Penalty: 3086.361328
	Iteration 17Q: 3 clusters Score -1612599 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1612670.250000 Penalty: 3086.361328
	Iteration 18Q: 3 clusters Score -1612670 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1612729.500000 Penalty: 3086.361328
	Iteration 19Q: 3 clusters Score -1612730 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1612780.750000 Penalty: 3086.361328
	Iteration 20F: 3 clusters Score -1612781 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1612823.125000 Penalty: 3086.361328
	Iteration 21Q: 3 clusters Score -1612823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1612864.750000 Penalty: 3086.361328
	Iteration 22Q: 3 clusters Score -1612865 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1612909.500000 Penalty: 3086.361328
	Iteration 23Q: 3 clusters Score -1612910 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1612947.250000 Penalty: 3086.361328
	Iteration 24Q: 3 clusters Score -1612947 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1612998.375000 Penalty: 3086.361328
	Iteration 25Q: 3 clusters Score -1612998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1613036.375000 Penalty: 3086.361328
	Iteration 26Q: 3 clusters Score -1613036 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1613083.250000 Penalty: 3086.361328
	Iteration 27Q: 3 clusters Score -1613083 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1613126.375000 Penalty: 3086.361328
	Iteration 28Q: 3 clusters Score -1613126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1613167.250000 Penalty: 3086.361328
	Iteration 29Q: 3 clusters Score -1613167 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1613213.000000 Penalty: 3086.361328
	Iteration 30Q: 3 clusters Score -1613213 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1613257.250000 Penalty: 3086.361328
	Iteration 31Q: 3 clusters Score -1613257 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1613298.250000 Penalty: 3086.361328
	Iteration 32Q: 3 clusters Score -1613298 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1613329.125000 Penalty: 3086.361328
	Iteration 33Q: 3 clusters Score -1613329 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1613369.375000 Penalty: 3086.361328
	Iteration 34Q: 3 clusters Score -1613369 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1613397.750000 Penalty: 3086.361328
	Iteration 35Q: 3 clusters Score -1613398 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1613426.375000 Penalty: 3086.361328
	Iteration 36Q: 3 clusters Score -1613426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1613445.875000 Penalty: 3086.361328
	Iteration 37Q: 3 clusters Score -1613446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1613464.125000 Penalty: 3086.361328
	Iteration 38Q: 3 clusters Score -1613464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1613481.375000 Penalty: 3086.361328
	Iteration 39Q: 3 clusters Score -1613481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1613493.500000 Penalty: 3086.361328
	Iteration 40F: 3 clusters Score -1613494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1613501.250000 Penalty: 3086.361328
	Iteration 41Q: 3 clusters Score -1613501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1613521.625000 Penalty: 3086.361328
	Iteration 42Q: 3 clusters Score -1613522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1613540.500000 Penalty: 3086.361328
	Iteration 43Q: 3 clusters Score -1613540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1613555.875000 Penalty: 3086.361328
	Iteration 44Q: 3 clusters Score -1613556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1613573.625000 Penalty: 3086.361328
	Iteration 45Q: 3 clusters Score -1613574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1613586.125000 Penalty: 3086.361328
	Iteration 46Q: 3 clusters Score -1613586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1613599.500000 Penalty: 3086.361328
	Iteration 47Q: 3 clusters Score -1613600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1613609.000000 Penalty: 3086.361328
	Iteration 48Q: 3 clusters Score -1613609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1613614.125000 Penalty: 3086.361328
	Iteration 49Q: 3 clusters Score -1613614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1613618.625000 Penalty: 3086.361328
	Iteration 50Q: 3 clusters Score -1613619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1613624.250000 Penalty: 3086.361328
	Iteration 51Q: 3 clusters Score -1613624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1613624.375000 Penalty: 3086.361328
	Iteration 52Q: 3 clusters Score -1613624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1613629.125000 Penalty: 3086.361328
	Iteration 53Q: 3 clusters Score -1613629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1613632.625000 Penalty: 3086.361328
	Iteration 54Q: 3 clusters Score -1613633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1613633.750000 Penalty: 3086.361328
	Iteration 55Q: 3 clusters Score -1613634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1613636.750000 Penalty: 3086.361328
	Iteration 56Q: 3 clusters Score -1613637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1613636.250000 Penalty: 3086.361328
	Iteration 57Q: 3 clusters Score -1613636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1613636.500000 Penalty: 3086.361328
	Iteration 58Q: 3 clusters Score -1613636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1613636.000000 Penalty: 3086.361328
	Iteration 59Q: 3 clusters Score -1613636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1613638.250000 Penalty: 3086.361328
	Iteration 60F: 3 clusters Score -1613638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1613638.500000 Penalty: 3086.361328
	Iteration 61Q: 3 clusters Score -1613638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1613638.875000 Penalty: 3086.361328
	Iteration 62Q: 3 clusters Score -1613639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1613638.625000 Penalty: 3086.361328
	Iteration 63Q: 3 clusters Score -1613639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1613638.500000 Penalty: 3086.361328
	Iteration 64Q: 3 clusters Score -1613638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1613637.875000 Penalty: 3086.361328
	Iteration 65Q: 3 clusters Score -1613638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1613639.500000 Penalty: 3086.361328
	Iteration 66Q: 3 clusters Score -1613640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1613639.500000 Penalty: 3086.361328
	Iteration 67F: 3 clusters Score -1613640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Entering Unmasked Estep 
Score: -839183.000000 Penalty: 1435.697998
	Iteration 0F: 2 clusters Score -839183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -834028.937500 Penalty: 2871.395996
	Iteration 0F: 3 clusters Score -834028.9 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -835558.750000 Penalty: 2871.395996
	Iteration 1F: 3 clusters Score -835558.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -835832.312500 Penalty: 2871.395996
	Iteration 2F: 3 clusters Score -835832.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -836116.125000 Penalty: 2871.395996
	Iteration 3F: 3 clusters Score -836116.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -836409.062500 Penalty: 2871.395996
	Iteration 4F: 3 clusters Score -836409.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -836712.812500 Penalty: 2871.395996
	Iteration 5F: 3 clusters Score -836712.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -836984.187500 Penalty: 2871.395996
	Iteration 6F: 3 clusters Score -836984.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -837212.062500 Penalty: 2871.395996
	Iteration 7Q: 3 clusters Score -837212.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -837423.250000 Penalty: 2871.395996
	Iteration 8Q: 3 clusters Score -837423.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -837594.625000 Penalty: 2871.395996
	Iteration 9Q: 3 clusters Score -837594.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -837731.000000 Penalty: 2871.395996
	Iteration 10Q: 3 clusters Score -837731 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -837806.187500 Penalty: 2871.395996
	Iteration 11Q: 3 clusters Score -837806.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -837861.125000 Penalty: 2871.395996
	Iteration 12Q: 3 clusters Score -837861.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -837907.812500 Penalty: 2871.395996
	Iteration 13Q: 3 clusters Score -837907.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -837947.562500 Penalty: 2871.395996
	Iteration 14Q: 3 clusters Score -837947.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -837970.937500 Penalty: 2871.395996
	Iteration 15Q: 3 clusters Score -837970.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -837989.250000 Penalty: 2871.395996
	Iteration 16Q: 3 clusters Score -837989.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -837996.812500 Penalty: 2871.395996
	Iteration 17Q: 3 clusters Score -837996.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -838002.375000 Penalty: 2871.395996
	Iteration 18Q: 3 clusters Score -838002.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -838014.125000 Penalty: 2871.395996
	Iteration 19Q: 3 clusters Score -838014.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -838029.937500 Penalty: 2871.395996
	Iteration 20F: 3 clusters Score -838029.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -838038.937500 Penalty: 2871.395996
	Iteration 21Q: 3 clusters Score -838038.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -838046.375000 Penalty: 2871.395996
	Iteration 22Q: 3 clusters Score -838046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -838049.562500 Penalty: 2871.395996
	Iteration 23Q: 3 clusters Score -838049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -838051.250000 Penalty: 2871.395996
	Iteration 24Q: 3 clusters Score -838051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -838052.062500 Penalty: 2871.395996
	Iteration 25Q: 3 clusters Score -838052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -838053.500000 Penalty: 2871.395996
	Iteration 26Q: 3 clusters Score -838053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -838055.187500 Penalty: 2871.395996
	Iteration 27Q: 3 clusters Score -838055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -838055.187500 Penalty: 2871.395996
	Iteration 28F: 3 clusters Score -838055.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -404006.218750 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -404006.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -401081.656250 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -401081.7 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -401858.875000 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -401858.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -402015.218750 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -402015.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -402106.156250 Penalty: 2634.617432
	Iteration 3Q: 3 clusters Score -402106.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -402164.625000 Penalty: 2634.617432
	Iteration 4Q: 3 clusters Score -402164.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -402211.625000 Penalty: 2634.617432
	Iteration 5Q: 3 clusters Score -402211.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -402259.406250 Penalty: 2634.617432
	Iteration 6Q: 3 clusters Score -402259.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -402309.031250 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -402309 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -402355.656250 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -402355.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -402396.781250 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -402396.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -402427.156250 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -402427.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -402456.562500 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -402456.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -402496.843750 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -402496.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -402526.468750 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -402526.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -402560.812500 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -402560.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -402590.875000 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -402590.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -402618.875000 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -402618.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -402644.062500 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -402644.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -402665.281250 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -402665.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -402682.125000 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -402682.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -402700.125000 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -402700.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -402720.437500 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -402720.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -402735.031250 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -402735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -402756.531250 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -402756.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -402771.281250 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -402771.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -402784.531250 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -402784.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -402794.906250 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -402794.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -402804.031250 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -402804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -402806.250000 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -402806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -402808.062500 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -402808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -402812.625000 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -402812.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -402818.468750 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -402818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -402822.093750 Penalty: 2634.617432
	Iteration 32Q: 3 clusters Score -402822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -402823.968750 Penalty: 2634.617432
	Iteration 33Q: 3 clusters Score -402824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -402824.406250 Penalty: 2634.617432
	Iteration 34Q: 3 clusters Score -402824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -402827.625000 Penalty: 2634.617432
	Iteration 35Q: 3 clusters Score -402827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -402833.218750 Penalty: 2634.617432
	Iteration 36Q: 3 clusters Score -402833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -402838.000000 Penalty: 2634.617432
	Iteration 37Q: 3 clusters Score -402838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -402842.437500 Penalty: 2634.617432
	Iteration 38Q: 3 clusters Score -402842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -402845.156250 Penalty: 2634.617432
	Iteration 39Q: 3 clusters Score -402845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -402848.562500 Penalty: 2634.617432
	Iteration 40F: 3 clusters Score -402848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -402852.187500 Penalty: 2634.617432
	Iteration 41Q: 3 clusters Score -402852.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -402861.031250 Penalty: 2634.617432
	Iteration 42Q: 3 clusters Score -402861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -402868.343750 Penalty: 2634.617432
	Iteration 43Q: 3 clusters Score -402868.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -402874.093750 Penalty: 2634.617432
	Iteration 44Q: 3 clusters Score -402874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -402875.937500 Penalty: 2634.617432
	Iteration 45Q: 3 clusters Score -402875.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -402875.937500 Penalty: 2634.617432
	Iteration 46F: 3 clusters Score -402875.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Entering Unmasked Estep 
Score: -1168055.000000 Penalty: 1485.358643
	Iteration 0F: 2 clusters Score -1168055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1161427.000000 Penalty: 2970.717285
	Iteration 0F: 3 clusters Score -1161427 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1163447.500000 Penalty: 2970.717285
	Iteration 1F: 3 clusters Score -1163448 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1163665.375000 Penalty: 2970.717285
	Iteration 2F: 3 clusters Score -1163665 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1163859.125000 Penalty: 2970.717285
	Iteration 3Q: 3 clusters Score -1163859 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1164042.500000 Penalty: 2970.717285
	Iteration 4Q: 3 clusters Score -1164042 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1164233.250000 Penalty: 2970.717285
	Iteration 5Q: 3 clusters Score -1164233 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1164427.250000 Penalty: 2970.717285
	Iteration 6Q: 3 clusters Score -1164427 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1164647.875000 Penalty: 2970.717285
	Iteration 7Q: 3 clusters Score -1164648 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1164887.625000 Penalty: 2970.717285
	Iteration 8Q: 3 clusters Score -1164888 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1165136.875000 Penalty: 2970.717285
	Iteration 9Q: 3 clusters Score -1165137 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1165378.125000 Penalty: 2970.717285
	Iteration 10Q: 3 clusters Score -1165378 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1165570.125000 Penalty: 2970.717285
	Iteration 11Q: 3 clusters Score -1165570 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1165685.250000 Penalty: 2970.717285
	Iteration 12Q: 3 clusters Score -1165685 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1165757.500000 Penalty: 2970.717285
	Iteration 13Q: 3 clusters Score -1165758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1165805.750000 Penalty: 2970.717285
	Iteration 14Q: 3 clusters Score -1165806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1165848.000000 Penalty: 2970.717285
	Iteration 15Q: 3 clusters Score -1165848 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1165882.375000 Penalty: 2970.717285
	Iteration 16Q: 3 clusters Score -1165882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1165918.000000 Penalty: 2970.717285
	Iteration 17Q: 3 clusters Score -1165918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1165947.000000 Penalty: 2970.717285
	Iteration 18Q: 3 clusters Score -1165947 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1165973.125000 Penalty: 2970.717285
	Iteration 19Q: 3 clusters Score -1165973 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1165993.375000 Penalty: 2970.717285
	Iteration 20F: 3 clusters Score -1165993 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1166019.125000 Penalty: 2970.717285
	Iteration 21Q: 3 clusters Score -1166019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1166037.125000 Penalty: 2970.717285
	Iteration 22Q: 3 clusters Score -1166037 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1166066.750000 Penalty: 2970.717285
	Iteration 23Q: 3 clusters Score -1166067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1166092.250000 Penalty: 2970.717285
	Iteration 24Q: 3 clusters Score -1166092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1166113.375000 Penalty: 2970.717285
	Iteration 25Q: 3 clusters Score -1166113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1166122.000000 Penalty: 2970.717285
	Iteration 26Q: 3 clusters Score -1166122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1166133.250000 Penalty: 2970.717285
	Iteration 27Q: 3 clusters Score -1166133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1166149.625000 Penalty: 2970.717285
	Iteration 28Q: 3 clusters Score -1166150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1166160.500000 Penalty: 2970.717285
	Iteration 29Q: 3 clusters Score -1166160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1166175.000000 Penalty: 2970.717285
	Iteration 30Q: 3 clusters Score -1166175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1166187.500000 Penalty: 2970.717285
	Iteration 31Q: 3 clusters Score -1166188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1166194.625000 Penalty: 2970.717285
	Iteration 32Q: 3 clusters Score -1166195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1166200.375000 Penalty: 2970.717285
	Iteration 33Q: 3 clusters Score -1166200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1166206.500000 Penalty: 2970.717285
	Iteration 34Q: 3 clusters Score -1166206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1166208.625000 Penalty: 2970.717285
	Iteration 35Q: 3 clusters Score -1166209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1166215.625000 Penalty: 2970.717285
	Iteration 36Q: 3 clusters Score -1166216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1166218.375000 Penalty: 2970.717285
	Iteration 37Q: 3 clusters Score -1166218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1166222.500000 Penalty: 2970.717285
	Iteration 38Q: 3 clusters Score -1166222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1166223.625000 Penalty: 2970.717285
	Iteration 39Q: 3 clusters Score -1166224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1166226.250000 Penalty: 2970.717285
	Iteration 40F: 3 clusters Score -1166226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1166224.500000 Penalty: 2970.717285
	Iteration 41Q: 3 clusters Score -1166224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1166226.500000 Penalty: 2970.717285
	Iteration 42Q: 3 clusters Score -1166226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1166224.875000 Penalty: 2970.717285
	Iteration 43Q: 3 clusters Score -1166225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1166223.750000 Penalty: 2970.717285
	Iteration 44Q: 3 clusters Score -1166224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1166225.000000 Penalty: 2970.717285
	Iteration 45Q: 3 clusters Score -1166225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1166224.625000 Penalty: 2970.717285
	Iteration 46Q: 3 clusters Score -1166225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1166224.625000 Penalty: 2970.717285
	Iteration 47F: 3 clusters Score -1166225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48056.441406 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -48056.44 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 257 members 
Entering Unmasked Estep 
Score: -47114.691406 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -47114.69 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47432.382812 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -47432.38 nChanged 56
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: -47628.488281 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -47628.49 nChanged 33
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: -47816.109375 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -47816.11 nChanged 25
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: -47982.582031 Penalty: 2017.791748
	Iteration 4F: 3 clusters Score -47982.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48076.054688 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -48076.05 nChanged 11
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: -48114.199219 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -48114.2 nChanged 5
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: -48119.445312 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -48119.45 nChanged 4
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: -48127.238281 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -48127.24 nChanged 2
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: -48131.160156 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -48131.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48136.238281 Penalty: 2017.791748
	Iteration 10Q: 3 clusters Score -48136.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48139.343750 Penalty: 2017.791748
	Iteration 11Q: 3 clusters Score -48139.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48141.519531 Penalty: 2017.791748
	Iteration 12Q: 3 clusters Score -48141.52 nChanged 1
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: -48142.394531 Penalty: 2017.791748
	Iteration 13Q: 3 clusters Score -48142.39 nChanged 0
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: -48142.394531 Penalty: 2017.791748
	Iteration 14F: 3 clusters Score -48142.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 81059 members 
Mstep: Class 3 contains 83832 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28541 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 93727 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 9327 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 95262 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48370 members 
Mstep: Class 25 contains 50339 members 
Mstep: Class 26 contains 85794 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7584 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6970 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94327 members 
Mstep: Class 35 contains 198 members 
Entering Unmasked Estep 
Score: -102237192.000000 Penalty: 77592.265625
Splitting cluster 14 changes total score from -102238312.000000 to -102237192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Entering Unmasked Estep 
Score: -621204.937500 Penalty: 1389.130981
	Iteration 0F: 2 clusters Score -621204.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -617154.062500 Penalty: 2778.261963
	Iteration 0F: 3 clusters Score -617154.1 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -618343.875000 Penalty: 2778.261963
	Iteration 1F: 3 clusters Score -618343.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -618593.750000 Penalty: 2778.261963
	Iteration 2F: 3 clusters Score -618593.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -618814.875000 Penalty: 2778.261963
	Iteration 3F: 3 clusters Score -618814.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -619008.937500 Penalty: 2778.261963
	Iteration 4F: 3 clusters Score -619008.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -619206.500000 Penalty: 2778.261963
	Iteration 5F: 3 clusters Score -619206.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -619409.250000 Penalty: 2778.261963
	Iteration 6Q: 3 clusters Score -619409.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -619584.375000 Penalty: 2778.261963
	Iteration 7Q: 3 clusters Score -619584.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -619712.000000 Penalty: 2778.261963
	Iteration 8Q: 3 clusters Score -619712 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -619819.375000 Penalty: 2778.261963
	Iteration 9Q: 3 clusters Score -619819.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -619892.375000 Penalty: 2778.261963
	Iteration 10Q: 3 clusters Score -619892.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -619939.375000 Penalty: 2778.261963
	Iteration 11Q: 3 clusters Score -619939.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -619973.875000 Penalty: 2778.261963
	Iteration 12Q: 3 clusters Score -619973.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -620005.250000 Penalty: 2778.261963
	Iteration 13Q: 3 clusters Score -620005.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -620027.250000 Penalty: 2778.261963
	Iteration 14Q: 3 clusters Score -620027.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -620047.812500 Penalty: 2778.261963
	Iteration 15Q: 3 clusters Score -620047.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -620067.125000 Penalty: 2778.261963
	Iteration 16Q: 3 clusters Score -620067.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -620082.875000 Penalty: 2778.261963
	Iteration 17Q: 3 clusters Score -620082.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -620098.312500 Penalty: 2778.261963
	Iteration 18Q: 3 clusters Score -620098.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -620115.062500 Penalty: 2778.261963
	Iteration 19Q: 3 clusters Score -620115.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -620128.187500 Penalty: 2778.261963
	Iteration 20F: 3 clusters Score -620128.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -620136.812500 Penalty: 2778.261963
	Iteration 21Q: 3 clusters Score -620136.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -620148.937500 Penalty: 2778.261963
	Iteration 22Q: 3 clusters Score -620148.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -620156.125000 Penalty: 2778.261963
	Iteration 23Q: 3 clusters Score -620156.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -620169.187500 Penalty: 2778.261963
	Iteration 24Q: 3 clusters Score -620169.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -620178.687500 Penalty: 2778.261963
	Iteration 25Q: 3 clusters Score -620178.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -620189.750000 Penalty: 2778.261963
	Iteration 26Q: 3 clusters Score -620189.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -620195.125000 Penalty: 2778.261963
	Iteration 27Q: 3 clusters Score -620195.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -620202.312500 Penalty: 2778.261963
	Iteration 28Q: 3 clusters Score -620202.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -620207.062500 Penalty: 2778.261963
	Iteration 29Q: 3 clusters Score -620207.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -620213.250000 Penalty: 2778.261963
	Iteration 30Q: 3 clusters Score -620213.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -620220.062500 Penalty: 2778.261963
	Iteration 31Q: 3 clusters Score -620220.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -620225.062500 Penalty: 2778.261963
	Iteration 32Q: 3 clusters Score -620225.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -620231.562500 Penalty: 2778.261963
	Iteration 33Q: 3 clusters Score -620231.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -620232.750000 Penalty: 2778.261963
	Iteration 34Q: 3 clusters Score -620232.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -620236.000000 Penalty: 2778.261963
	Iteration 35Q: 3 clusters Score -620236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -620237.000000 Penalty: 2778.261963
	Iteration 36Q: 3 clusters Score -620237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -620238.937500 Penalty: 2778.261963
	Iteration 37Q: 3 clusters Score -620238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -620238.937500 Penalty: 2778.261963
	Iteration 38F: 3 clusters Score -620238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30365.167969 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30365.17 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 187 members 
Entering Unmasked Estep 
Score: -29617.759766 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29617.76 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29915.300781 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -29915.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30083.353516 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -30083.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30213.425781 Penalty: 1925.383179
	Iteration 3F: 3 clusters Score -30213.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30326.867188 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -30326.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30400.707031 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30400.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30444.773438 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -30444.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30477.669922 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -30477.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30525.335938 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -30525.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30564.318359 Penalty: 1925.383179
	Iteration 9Q: 3 clusters Score -30564.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30607.320312 Penalty: 1925.383179
	Iteration 10Q: 3 clusters Score -30607.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30642.388672 Penalty: 1925.383179
	Iteration 11Q: 3 clusters Score -30642.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30675.408203 Penalty: 1925.383179
	Iteration 12Q: 3 clusters Score -30675.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30687.578125 Penalty: 1925.383179
	Iteration 13Q: 3 clusters Score -30687.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30714.730469 Penalty: 1925.383179
	Iteration 14Q: 3 clusters Score -30714.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30736.693359 Penalty: 1925.383179
	Iteration 15Q: 3 clusters Score -30736.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30748.720703 Penalty: 1925.383179
	Iteration 16Q: 3 clusters Score -30748.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30753.779297 Penalty: 1925.383179
	Iteration 17Q: 3 clusters Score -30753.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30756.958984 Penalty: 1925.383179
	Iteration 18Q: 3 clusters Score -30756.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30756.958984 Penalty: 1925.383179
	Iteration 19F: 3 clusters Score -30756.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 81059 members 
Mstep: Class 3 contains 83832 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28541 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 93727 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 9327 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 95262 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48370 members 
Mstep: Class 25 contains 50339 members 
Mstep: Class 26 contains 85794 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7584 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6970 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94327 members 
Mstep: Class 35 contains 223 members 
Entering Unmasked Estep 
Score: -102237440.000000 Penalty: 77592.265625
Splitting cluster 16 changes total score from -102238312.000000 to -102237440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Entering Unmasked Estep 
Score: -422063.281250 Penalty: 1332.903320
	Iteration 0F: 2 clusters Score -422063.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -418972.093750 Penalty: 2665.806641
	Iteration 0F: 3 clusters Score -418972.1 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -419850.718750 Penalty: 2665.806641
	Iteration 1F: 3 clusters Score -419850.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -420046.843750 Penalty: 2665.806641
	Iteration 2F: 3 clusters Score -420046.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -420205.031250 Penalty: 2665.806641
	Iteration 3F: 3 clusters Score -420205 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -420308.000000 Penalty: 2665.806641
	Iteration 4Q: 3 clusters Score -420308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -420394.187500 Penalty: 2665.806641
	Iteration 5Q: 3 clusters Score -420394.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -420464.718750 Penalty: 2665.806641
	Iteration 6Q: 3 clusters Score -420464.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -420514.250000 Penalty: 2665.806641
	Iteration 7Q: 3 clusters Score -420514.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -420550.593750 Penalty: 2665.806641
	Iteration 8Q: 3 clusters Score -420550.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -420587.562500 Penalty: 2665.806641
	Iteration 9Q: 3 clusters Score -420587.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -420614.687500 Penalty: 2665.806641
	Iteration 10Q: 3 clusters Score -420614.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -420637.093750 Penalty: 2665.806641
	Iteration 11Q: 3 clusters Score -420637.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -420661.468750 Penalty: 2665.806641
	Iteration 12Q: 3 clusters Score -420661.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -420686.437500 Penalty: 2665.806641
	Iteration 13Q: 3 clusters Score -420686.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -420706.468750 Penalty: 2665.806641
	Iteration 14Q: 3 clusters Score -420706.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -420722.406250 Penalty: 2665.806641
	Iteration 15Q: 3 clusters Score -420722.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -420735.781250 Penalty: 2665.806641
	Iteration 16Q: 3 clusters Score -420735.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -420744.593750 Penalty: 2665.806641
	Iteration 17Q: 3 clusters Score -420744.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -420753.062500 Penalty: 2665.806641
	Iteration 18Q: 3 clusters Score -420753.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -420765.937500 Penalty: 2665.806641
	Iteration 19Q: 3 clusters Score -420765.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -420774.281250 Penalty: 2665.806641
	Iteration 20F: 3 clusters Score -420774.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -420781.187500 Penalty: 2665.806641
	Iteration 21Q: 3 clusters Score -420781.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -420788.968750 Penalty: 2665.806641
	Iteration 22Q: 3 clusters Score -420789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -420802.562500 Penalty: 2665.806641
	Iteration 23Q: 3 clusters Score -420802.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -420817.906250 Penalty: 2665.806641
	Iteration 24Q: 3 clusters Score -420817.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -420839.312500 Penalty: 2665.806641
	Iteration 25Q: 3 clusters Score -420839.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -420866.375000 Penalty: 2665.806641
	Iteration 26Q: 3 clusters Score -420866.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -420896.406250 Penalty: 2665.806641
	Iteration 27Q: 3 clusters Score -420896.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -420954.218750 Penalty: 2665.806641
	Iteration 28Q: 3 clusters Score -420954.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -421024.875000 Penalty: 2665.806641
	Iteration 29Q: 3 clusters Score -421024.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -421104.062500 Penalty: 2665.806641
	Iteration 30Q: 3 clusters Score -421104.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -421180.031250 Penalty: 2665.806641
	Iteration 31Q: 3 clusters Score -421180 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -421261.531250 Penalty: 2665.806641
	Iteration 32Q: 3 clusters Score -421261.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -421314.593750 Penalty: 2665.806641
	Iteration 33Q: 3 clusters Score -421314.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -421357.718750 Penalty: 2665.806641
	Iteration 34Q: 3 clusters Score -421357.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -421400.781250 Penalty: 2665.806641
	Iteration 35Q: 3 clusters Score -421400.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -421428.625000 Penalty: 2665.806641
	Iteration 36Q: 3 clusters Score -421428.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -421453.375000 Penalty: 2665.806641
	Iteration 37Q: 3 clusters Score -421453.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -421471.812500 Penalty: 2665.806641
	Iteration 38Q: 3 clusters Score -421471.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -421486.750000 Penalty: 2665.806641
	Iteration 39Q: 3 clusters Score -421486.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -421497.656250 Penalty: 2665.806641
	Iteration 40F: 3 clusters Score -421497.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -421502.312500 Penalty: 2665.806641
	Iteration 41Q: 3 clusters Score -421502.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -421505.062500 Penalty: 2665.806641
	Iteration 42Q: 3 clusters Score -421505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -421507.468750 Penalty: 2665.806641
	Iteration 43Q: 3 clusters Score -421507.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -421508.500000 Penalty: 2665.806641
	Iteration 44Q: 3 clusters Score -421508.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -421509.187500 Penalty: 2665.806641
	Iteration 45Q: 3 clusters Score -421509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -421509.531250 Penalty: 2665.806641
	Iteration 46Q: 3 clusters Score -421509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -421509.343750 Penalty: 2665.806641
	Iteration 47Q: 3 clusters Score -421509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -421510.281250 Penalty: 2665.806641
	Iteration 48Q: 3 clusters Score -421510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -421511.437500 Penalty: 2665.806641
	Iteration 49Q: 3 clusters Score -421511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -421510.875000 Penalty: 2665.806641
	Iteration 50Q: 3 clusters Score -421510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -421511.281250 Penalty: 2665.806641
	Iteration 51Q: 3 clusters Score -421511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -421511.187500 Penalty: 2665.806641
	Iteration 52Q: 3 clusters Score -421511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -421511.187500 Penalty: 2665.806641
	Iteration 53F: 3 clusters Score -421511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -384895.625000 Penalty: 1316.670288
	Iteration 0F: 2 clusters Score -384895.6 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 1666 members 
Entering Unmasked Estep 
Score: -381986.906250 Penalty: 2633.340576
	Iteration 0F: 3 clusters Score -381986.9 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -382789.312500 Penalty: 2633.340576
	Iteration 1F: 3 clusters Score -382789.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -382974.843750 Penalty: 2633.340576
	Iteration 2F: 3 clusters Score -382974.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -383136.593750 Penalty: 2633.340576
	Iteration 3F: 3 clusters Score -383136.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -383284.625000 Penalty: 2633.340576
	Iteration 4F: 3 clusters Score -383284.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -383424.562500 Penalty: 2633.340576
	Iteration 5Q: 3 clusters Score -383424.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -383538.625000 Penalty: 2633.340576
	Iteration 6Q: 3 clusters Score -383538.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -383633.562500 Penalty: 2633.340576
	Iteration 7Q: 3 clusters Score -383633.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -383721.718750 Penalty: 2633.340576
	Iteration 8Q: 3 clusters Score -383721.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -383801.312500 Penalty: 2633.340576
	Iteration 9Q: 3 clusters Score -383801.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -383856.875000 Penalty: 2633.340576
	Iteration 10Q: 3 clusters Score -383856.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -383900.968750 Penalty: 2633.340576
	Iteration 11Q: 3 clusters Score -383901 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -383933.593750 Penalty: 2633.340576
	Iteration 12Q: 3 clusters Score -383933.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -383949.875000 Penalty: 2633.340576
	Iteration 13Q: 3 clusters Score -383949.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -383961.500000 Penalty: 2633.340576
	Iteration 14Q: 3 clusters Score -383961.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -383967.187500 Penalty: 2633.340576
	Iteration 15Q: 3 clusters Score -383967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -383969.250000 Penalty: 2633.340576
	Iteration 16Q: 3 clusters Score -383969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -383969.812500 Penalty: 2633.340576
	Iteration 17Q: 3 clusters Score -383969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -383971.031250 Penalty: 2633.340576
	Iteration 18Q: 3 clusters Score -383971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -383973.375000 Penalty: 2633.340576
	Iteration 19Q: 3 clusters Score -383973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -383973.812500 Penalty: 2633.340576
	Iteration 20F: 3 clusters Score -383973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -383975.812500 Penalty: 2633.340576
	Iteration 21Q: 3 clusters Score -383975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -383977.468750 Penalty: 2633.340576
	Iteration 22Q: 3 clusters Score -383977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -383978.093750 Penalty: 2633.340576
	Iteration 23Q: 3 clusters Score -383978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -383980.562500 Penalty: 2633.340576
	Iteration 24Q: 3 clusters Score -383980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -383982.812500 Penalty: 2633.340576
	Iteration 25Q: 3 clusters Score -383982.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -383985.531250 Penalty: 2633.340576
	Iteration 26Q: 3 clusters Score -383985.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -383987.656250 Penalty: 2633.340576
	Iteration 27Q: 3 clusters Score -383987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -383988.812500 Penalty: 2633.340576
	Iteration 28Q: 3 clusters Score -383988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -383989.093750 Penalty: 2633.340576
	Iteration 29Q: 3 clusters Score -383989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -383989.406250 Penalty: 2633.340576
	Iteration 30Q: 3 clusters Score -383989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -383990.531250 Penalty: 2633.340576
	Iteration 31Q: 3 clusters Score -383990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -383992.125000 Penalty: 2633.340576
	Iteration 32Q: 3 clusters Score -383992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -383992.781250 Penalty: 2633.340576
	Iteration 33Q: 3 clusters Score -383992.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -383992.781250 Penalty: 2633.340576
	Iteration 34F: 3 clusters Score -383992.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Entering Unmasked Estep 
Score: -1203547.375000 Penalty: 1497.053711
	Iteration 0F: 2 clusters Score -1203547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1196384.500000 Penalty: 2994.107422
	Iteration 0F: 3 clusters Score -1196384 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1199234.625000 Penalty: 2994.107422
	Iteration 1F: 3 clusters Score -1199235 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1199903.750000 Penalty: 2994.107422
	Iteration 2F: 3 clusters Score -1199904 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1200434.125000 Penalty: 2994.107422
	Iteration 3F: 3 clusters Score -1200434 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1200854.000000 Penalty: 2994.107422
	Iteration 4F: 3 clusters Score -1200854 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1201187.625000 Penalty: 2994.107422
	Iteration 5F: 3 clusters Score -1201188 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1201477.500000 Penalty: 2994.107422
	Iteration 6Q: 3 clusters Score -1201478 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1201721.125000 Penalty: 2994.107422
	Iteration 7Q: 3 clusters Score -1201721 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1201938.375000 Penalty: 2994.107422
	Iteration 8Q: 3 clusters Score -1201938 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1202106.500000 Penalty: 2994.107422
	Iteration 9Q: 3 clusters Score -1202106 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1202236.875000 Penalty: 2994.107422
	Iteration 10Q: 3 clusters Score -1202237 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1202317.625000 Penalty: 2994.107422
	Iteration 11Q: 3 clusters Score -1202318 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1202369.500000 Penalty: 2994.107422
	Iteration 12Q: 3 clusters Score -1202370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1202414.500000 Penalty: 2994.107422
	Iteration 13Q: 3 clusters Score -1202414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1202453.125000 Penalty: 2994.107422
	Iteration 14Q: 3 clusters Score -1202453 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1202488.125000 Penalty: 2994.107422
	Iteration 15Q: 3 clusters Score -1202488 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1202531.750000 Penalty: 2994.107422
	Iteration 16Q: 3 clusters Score -1202532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1202573.750000 Penalty: 2994.107422
	Iteration 17Q: 3 clusters Score -1202574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1202607.375000 Penalty: 2994.107422
	Iteration 18Q: 3 clusters Score -1202607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1202638.250000 Penalty: 2994.107422
	Iteration 19Q: 3 clusters Score -1202638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1202670.625000 Penalty: 2994.107422
	Iteration 20F: 3 clusters Score -1202671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1202695.125000 Penalty: 2994.107422
	Iteration 21Q: 3 clusters Score -1202695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1202714.500000 Penalty: 2994.107422
	Iteration 22Q: 3 clusters Score -1202714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1202720.125000 Penalty: 2994.107422
	Iteration 23Q: 3 clusters Score -1202720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1202728.375000 Penalty: 2994.107422
	Iteration 24Q: 3 clusters Score -1202728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1202745.500000 Penalty: 2994.107422
	Iteration 25Q: 3 clusters Score -1202746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1202752.250000 Penalty: 2994.107422
	Iteration 26Q: 3 clusters Score -1202752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1202758.625000 Penalty: 2994.107422
	Iteration 27Q: 3 clusters Score -1202759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1202762.500000 Penalty: 2994.107422
	Iteration 28Q: 3 clusters Score -1202762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1202767.500000 Penalty: 2994.107422
	Iteration 29Q: 3 clusters Score -1202768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1202775.750000 Penalty: 2994.107422
	Iteration 30Q: 3 clusters Score -1202776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1202784.625000 Penalty: 2994.107422
	Iteration 31Q: 3 clusters Score -1202785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1202785.625000 Penalty: 2994.107422
	Iteration 32Q: 3 clusters Score -1202786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1202788.875000 Penalty: 2994.107422
	Iteration 33Q: 3 clusters Score -1202789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1202790.125000 Penalty: 2994.107422
	Iteration 34Q: 3 clusters Score -1202790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1202791.625000 Penalty: 2994.107422
	Iteration 35Q: 3 clusters Score -1202792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1202793.125000 Penalty: 2994.107422
	Iteration 36Q: 3 clusters Score -1202793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1202797.500000 Penalty: 2994.107422
	Iteration 37Q: 3 clusters Score -1202798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1202801.750000 Penalty: 2994.107422
	Iteration 38Q: 3 clusters Score -1202802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1202805.625000 Penalty: 2994.107422
	Iteration 39Q: 3 clusters Score -1202806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1202811.875000 Penalty: 2994.107422
	Iteration 40F: 3 clusters Score -1202812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1202811.125000 Penalty: 2994.107422
	Iteration 41Q: 3 clusters Score -1202811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1202813.000000 Penalty: 2994.107422
	Iteration 42Q: 3 clusters Score -1202813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1202813.125000 Penalty: 2994.107422
	Iteration 43Q: 3 clusters Score -1202813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1202814.750000 Penalty: 2994.107422
	Iteration 44Q: 3 clusters Score -1202815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1202814.250000 Penalty: 2994.107422
	Iteration 45Q: 3 clusters Score -1202814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1202814.625000 Penalty: 2994.107422
	Iteration 46Q: 3 clusters Score -1202815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1202814.500000 Penalty: 2994.107422
	Iteration 47Q: 3 clusters Score -1202814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1202816.625000 Penalty: 2994.107422
	Iteration 48Q: 3 clusters Score -1202817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1202819.000000 Penalty: 2994.107422
	Iteration 49Q: 3 clusters Score -1202819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1202817.625000 Penalty: 2994.107422
	Iteration 50Q: 3 clusters Score -1202818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1202817.625000 Penalty: 2994.107422
	Iteration 51F: 3 clusters Score -1202818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Entering Unmasked Estep 
Score: -11750207.000000 Penalty: 1862.962769
	Iteration 0F: 2 clusters Score -1.175021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -11688175.000000 Penalty: 3725.925537
	Iteration 0F: 3 clusters Score -1.168818e+07 nChanged 45114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -11714025.000000 Penalty: 3725.925537
	Iteration 1F: 3 clusters Score -1.171402e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -11714593.000000 Penalty: 3725.925537
	Iteration 2Q: 3 clusters Score -1.171459e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -11715335.000000 Penalty: 3725.925537
	Iteration 3Q: 3 clusters Score -1.171534e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -11716307.000000 Penalty: 3725.925537
	Iteration 4Q: 3 clusters Score -1.171631e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -11717908.000000 Penalty: 3725.925537
	Iteration 5Q: 3 clusters Score -1.171791e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -11720532.000000 Penalty: 3725.925537
	Iteration 6F: 3 clusters Score -1.172053e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -11724617.000000 Penalty: 3725.925537
	Iteration 7F: 3 clusters Score -1.172462e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -11730049.000000 Penalty: 3725.925537
	Iteration 8F: 3 clusters Score -1.173005e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -11735741.000000 Penalty: 3725.925537
	Iteration 9F: 3 clusters Score -1.173574e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 81699 members 
Entering Unmasked Estep 
Score: -11740225.000000 Penalty: 3725.925537
	Iteration 10Q: 3 clusters Score -1.174022e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 84619 members 
Entering Unmasked Estep 
Score: -11743243.000000 Penalty: 3725.925537
	Iteration 11Q: 3 clusters Score -1.174324e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -11745005.000000 Penalty: 3725.925537
	Iteration 12Q: 3 clusters Score -1.1745e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -11746100.000000 Penalty: 3725.925537
	Iteration 13Q: 3 clusters Score -1.17461e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -11746761.000000 Penalty: 3725.925537
	Iteration 14Q: 3 clusters Score -1.174676e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -11747225.000000 Penalty: 3725.925537
	Iteration 15Q: 3 clusters Score -1.174722e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
Score: -11747577.000000 Penalty: 3725.925537
	Iteration 16Q: 3 clusters Score -1.174758e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -11747894.000000 Penalty: 3725.925537
	Iteration 17Q: 3 clusters Score -1.174789e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -11748113.000000 Penalty: 3725.925537
	Iteration 18Q: 3 clusters Score -1.174811e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -11748311.000000 Penalty: 3725.925537
	Iteration 19Q: 3 clusters Score -1.174831e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -11748439.000000 Penalty: 3725.925537
	Iteration 20F: 3 clusters Score -1.174844e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 92498 members 
Entering Unmasked Estep 
Score: -11748539.000000 Penalty: 3725.925537
	Iteration 21Q: 3 clusters Score -1.174854e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 92714 members 
Entering Unmasked Estep 
Score: -11748612.000000 Penalty: 3725.925537
	Iteration 22Q: 3 clusters Score -1.174861e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -11748634.000000 Penalty: 3725.925537
	Iteration 23Q: 3 clusters Score -1.174863e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -11748679.000000 Penalty: 3725.925537
	Iteration 24Q: 3 clusters Score -1.174868e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -11748726.000000 Penalty: 3725.925537
	Iteration 25Q: 3 clusters Score -1.174873e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -11748735.000000 Penalty: 3725.925537
	Iteration 26Q: 3 clusters Score -1.174874e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -11748762.000000 Penalty: 3725.925537
	Iteration 27Q: 3 clusters Score -1.174876e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -11748817.000000 Penalty: 3725.925537
	Iteration 28Q: 3 clusters Score -1.174882e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 93374 members 
Entering Unmasked Estep 
Score: -11748798.000000 Penalty: 3725.925537
	Iteration 29Q: 3 clusters Score -1.17488e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 93415 members 
Entering Unmasked Estep 
Score: -11748831.000000 Penalty: 3725.925537
	Iteration 30Q: 3 clusters Score -1.174883e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -11748846.000000 Penalty: 3725.925537
	Iteration 31Q: 3 clusters Score -1.174885e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -11748846.000000 Penalty: 3725.925537
	Iteration 32Q: 3 clusters Score -1.174885e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -11748874.000000 Penalty: 3725.925537
	Iteration 33Q: 3 clusters Score -1.174887e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -11748902.000000 Penalty: 3725.925537
	Iteration 34Q: 3 clusters Score -1.17489e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
Score: -11748911.000000 Penalty: 3725.925537
	Iteration 35Q: 3 clusters Score -1.174891e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -11748921.000000 Penalty: 3725.925537
	Iteration 36Q: 3 clusters Score -1.174892e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -11748940.000000 Penalty: 3725.925537
	Iteration 37Q: 3 clusters Score -1.174894e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -11748940.000000 Penalty: 3725.925537
	Iteration 38Q: 3 clusters Score -1.174894e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 93673 members 
Entering Unmasked Estep 
Score: -11748943.000000 Penalty: 3725.925537
	Iteration 39Q: 3 clusters Score -1.174894e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -11748981.000000 Penalty: 3725.925537
	Iteration 40F: 3 clusters Score -1.174898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -11748967.000000 Penalty: 3725.925537
	Iteration 41Q: 3 clusters Score -1.174897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 93721 members 
Entering Unmasked Estep 
Score: -11748967.000000 Penalty: 3725.925537
	Iteration 42Q: 3 clusters Score -1.174897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -11748960.000000 Penalty: 3725.925537
	Iteration 43Q: 3 clusters Score -1.174896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -11748955.000000 Penalty: 3725.925537
	Iteration 44Q: 3 clusters Score -1.174896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
Score: -11748960.000000 Penalty: 3725.925537
	Iteration 45Q: 3 clusters Score -1.174896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 93771 members 
Entering Unmasked Estep 
Score: -11748971.000000 Penalty: 3725.925537
	Iteration 46Q: 3 clusters Score -1.174897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 93780 members 
Entering Unmasked Estep 
Score: -11748982.000000 Penalty: 3725.925537
	Iteration 47Q: 3 clusters Score -1.174898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -11748975.000000 Penalty: 3725.925537
	Iteration 48Q: 3 clusters Score -1.174898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -11748987.000000 Penalty: 3725.925537
	Iteration 49Q: 3 clusters Score -1.174899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -11748985.000000 Penalty: 3725.925537
	Iteration 50Q: 3 clusters Score -1.174898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -11748985.000000 Penalty: 3725.925537
	Iteration 51Q: 3 clusters Score -1.174898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -11748994.000000 Penalty: 3725.925537
	Iteration 52Q: 3 clusters Score -1.174899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -11748999.000000 Penalty: 3725.925537
	Iteration 53Q: 3 clusters Score -1.1749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -11748993.000000 Penalty: 3725.925537
	Iteration 54Q: 3 clusters Score -1.174899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -11748993.000000 Penalty: 3725.925537
	Iteration 55F: 3 clusters Score -1.174899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Entering Unmasked Estep 
Score: -831107.937500 Penalty: 1432.497559
	Iteration 0F: 2 clusters Score -831107.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -826020.750000 Penalty: 2864.995117
	Iteration 0F: 3 clusters Score -826020.8 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -827695.437500 Penalty: 2864.995117
	Iteration 1F: 3 clusters Score -827695.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -827950.750000 Penalty: 2864.995117
	Iteration 2F: 3 clusters Score -827950.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -828131.000000 Penalty: 2864.995117
	Iteration 3F: 3 clusters Score -828131 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -828296.625000 Penalty: 2864.995117
	Iteration 4Q: 3 clusters Score -828296.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -828457.000000 Penalty: 2864.995117
	Iteration 5Q: 3 clusters Score -828457 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -828640.500000 Penalty: 2864.995117
	Iteration 6Q: 3 clusters Score -828640.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -828870.187500 Penalty: 2864.995117
	Iteration 7Q: 3 clusters Score -828870.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -829099.500000 Penalty: 2864.995117
	Iteration 8Q: 3 clusters Score -829099.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -829339.812500 Penalty: 2864.995117
	Iteration 9Q: 3 clusters Score -829339.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -829533.625000 Penalty: 2864.995117
	Iteration 10Q: 3 clusters Score -829533.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -829668.750000 Penalty: 2864.995117
	Iteration 11Q: 3 clusters Score -829668.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -829735.375000 Penalty: 2864.995117
	Iteration 12Q: 3 clusters Score -829735.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -829776.812500 Penalty: 2864.995117
	Iteration 13Q: 3 clusters Score -829776.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -829802.312500 Penalty: 2864.995117
	Iteration 14Q: 3 clusters Score -829802.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -829824.562500 Penalty: 2864.995117
	Iteration 15Q: 3 clusters Score -829824.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -829845.625000 Penalty: 2864.995117
	Iteration 16Q: 3 clusters Score -829845.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -829869.000000 Penalty: 2864.995117
	Iteration 17Q: 3 clusters Score -829869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -829886.250000 Penalty: 2864.995117
	Iteration 18Q: 3 clusters Score -829886.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -829900.687500 Penalty: 2864.995117
	Iteration 19Q: 3 clusters Score -829900.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -829909.562500 Penalty: 2864.995117
	Iteration 20F: 3 clusters Score -829909.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -829917.937500 Penalty: 2864.995117
	Iteration 21Q: 3 clusters Score -829917.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -829922.125000 Penalty: 2864.995117
	Iteration 22Q: 3 clusters Score -829922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -829925.187500 Penalty: 2864.995117
	Iteration 23Q: 3 clusters Score -829925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -829925.812500 Penalty: 2864.995117
	Iteration 24Q: 3 clusters Score -829925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -829928.000000 Penalty: 2864.995117
	Iteration 25Q: 3 clusters Score -829928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -829928.375000 Penalty: 2864.995117
	Iteration 26Q: 3 clusters Score -829928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -829930.062500 Penalty: 2864.995117
	Iteration 27Q: 3 clusters Score -829930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -829930.125000 Penalty: 2864.995117
	Iteration 28Q: 3 clusters Score -829930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -829930.375000 Penalty: 2864.995117
	Iteration 29Q: 3 clusters Score -829930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -829929.937500 Penalty: 2864.995117
	Iteration 30Q: 3 clusters Score -829929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -829932.375000 Penalty: 2864.995117
	Iteration 31Q: 3 clusters Score -829932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -829931.750000 Penalty: 2864.995117
	Iteration 32Q: 3 clusters Score -829931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -829933.000000 Penalty: 2864.995117
	Iteration 33Q: 3 clusters Score -829933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -829932.000000 Penalty: 2864.995117
	Iteration 34Q: 3 clusters Score -829932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -829933.250000 Penalty: 2864.995117
	Iteration 35Q: 3 clusters Score -829933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -829933.937500 Penalty: 2864.995117
	Iteration 36Q: 3 clusters Score -829933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -829934.625000 Penalty: 2864.995117
	Iteration 37Q: 3 clusters Score -829934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -829934.312500 Penalty: 2864.995117
	Iteration 38Q: 3 clusters Score -829934.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -829933.312500 Penalty: 2864.995117
	Iteration 39Q: 3 clusters Score -829933.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -829933.500000 Penalty: 2864.995117
	Iteration 40F: 3 clusters Score -829933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -829933.312500 Penalty: 2864.995117
	Iteration 41Q: 3 clusters Score -829933.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -829935.062500 Penalty: 2864.995117
	Iteration 42Q: 3 clusters Score -829935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -829935.062500 Penalty: 2864.995117
	Iteration 43F: 3 clusters Score -829935.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -343835.187500 Penalty: 1298.027954
	Iteration 0F: 2 clusters Score -343835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -341136.906250 Penalty: 2596.055908
	Iteration 0F: 3 clusters Score -341136.9 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -341810.031250 Penalty: 2596.055908
	Iteration 1F: 3 clusters Score -341810 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -341957.000000 Penalty: 2596.055908
	Iteration 2F: 3 clusters Score -341957 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -342053.031250 Penalty: 2596.055908
	Iteration 3F: 3 clusters Score -342053 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -342125.375000 Penalty: 2596.055908
	Iteration 4Q: 3 clusters Score -342125.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -342189.531250 Penalty: 2596.055908
	Iteration 5Q: 3 clusters Score -342189.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -342245.562500 Penalty: 2596.055908
	Iteration 6Q: 3 clusters Score -342245.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -342304.187500 Penalty: 2596.055908
	Iteration 7Q: 3 clusters Score -342304.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -342351.937500 Penalty: 2596.055908
	Iteration 8Q: 3 clusters Score -342351.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -342406.312500 Penalty: 2596.055908
	Iteration 9Q: 3 clusters Score -342406.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -342460.343750 Penalty: 2596.055908
	Iteration 10Q: 3 clusters Score -342460.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -342538.687500 Penalty: 2596.055908
	Iteration 11Q: 3 clusters Score -342538.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -342632.187500 Penalty: 2596.055908
	Iteration 12Q: 3 clusters Score -342632.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -342752.625000 Penalty: 2596.055908
	Iteration 13Q: 3 clusters Score -342752.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -342839.593750 Penalty: 2596.055908
	Iteration 14Q: 3 clusters Score -342839.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -342886.625000 Penalty: 2596.055908
	Iteration 15Q: 3 clusters Score -342886.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -342933.031250 Penalty: 2596.055908
	Iteration 16Q: 3 clusters Score -342933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -342974.250000 Penalty: 2596.055908
	Iteration 17Q: 3 clusters Score -342974.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -342997.812500 Penalty: 2596.055908
	Iteration 18Q: 3 clusters Score -342997.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -343011.437500 Penalty: 2596.055908
	Iteration 19Q: 3 clusters Score -343011.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -343023.687500 Penalty: 2596.055908
	Iteration 20F: 3 clusters Score -343023.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -343034.781250 Penalty: 2596.055908
	Iteration 21Q: 3 clusters Score -343034.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -343045.875000 Penalty: 2596.055908
	Iteration 22Q: 3 clusters Score -343045.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -343054.531250 Penalty: 2596.055908
	Iteration 23Q: 3 clusters Score -343054.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -343064.156250 Penalty: 2596.055908
	Iteration 24Q: 3 clusters Score -343064.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -343078.187500 Penalty: 2596.055908
	Iteration 25Q: 3 clusters Score -343078.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -343095.375000 Penalty: 2596.055908
	Iteration 26Q: 3 clusters Score -343095.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -343114.343750 Penalty: 2596.055908
	Iteration 27Q: 3 clusters Score -343114.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -343133.968750 Penalty: 2596.055908
	Iteration 28Q: 3 clusters Score -343134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -343156.062500 Penalty: 2596.055908
	Iteration 29Q: 3 clusters Score -343156.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -343185.250000 Penalty: 2596.055908
	Iteration 30Q: 3 clusters Score -343185.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -343218.906250 Penalty: 2596.055908
	Iteration 31Q: 3 clusters Score -343218.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -343272.593750 Penalty: 2596.055908
	Iteration 32Q: 3 clusters Score -343272.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -343311.906250 Penalty: 2596.055908
	Iteration 33Q: 3 clusters Score -343311.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -343331.343750 Penalty: 2596.055908
	Iteration 34Q: 3 clusters Score -343331.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -343344.875000 Penalty: 2596.055908
	Iteration 35Q: 3 clusters Score -343344.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -343357.312500 Penalty: 2596.055908
	Iteration 36Q: 3 clusters Score -343357.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -343369.906250 Penalty: 2596.055908
	Iteration 37Q: 3 clusters Score -343369.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -343375.531250 Penalty: 2596.055908
	Iteration 38Q: 3 clusters Score -343375.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -343378.875000 Penalty: 2596.055908
	Iteration 39Q: 3 clusters Score -343378.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -343381.437500 Penalty: 2596.055908
	Iteration 40F: 3 clusters Score -343381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -343385.250000 Penalty: 2596.055908
	Iteration 41Q: 3 clusters Score -343385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -343389.781250 Penalty: 2596.055908
	Iteration 42Q: 3 clusters Score -343389.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -343394.625000 Penalty: 2596.055908
	Iteration 43Q: 3 clusters Score -343394.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -343399.812500 Penalty: 2596.055908
	Iteration 44Q: 3 clusters Score -343399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -343402.250000 Penalty: 2596.055908
	Iteration 45Q: 3 clusters Score -343402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -343403.218750 Penalty: 2596.055908
	Iteration 46Q: 3 clusters Score -343403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -343403.531250 Penalty: 2596.055908
	Iteration 47Q: 3 clusters Score -343403.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -343403.531250 Penalty: 2596.055908
	Iteration 48F: 3 clusters Score -343403.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -192697.390625 Penalty: 1212.516602
	Iteration 0F: 2 clusters Score -192697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190776.984375 Penalty: 2425.033203
	Iteration 0F: 3 clusters Score -190777 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -191244.812500 Penalty: 2425.033203
	Iteration 1F: 3 clusters Score -191244.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -191396.234375 Penalty: 2425.033203
	Iteration 2F: 3 clusters Score -191396.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -191510.968750 Penalty: 2425.033203
	Iteration 3F: 3 clusters Score -191511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -191601.265625 Penalty: 2425.033203
	Iteration 4Q: 3 clusters Score -191601.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -191664.703125 Penalty: 2425.033203
	Iteration 5Q: 3 clusters Score -191664.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -191725.468750 Penalty: 2425.033203
	Iteration 6Q: 3 clusters Score -191725.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -191767.187500 Penalty: 2425.033203
	Iteration 7Q: 3 clusters Score -191767.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -191805.359375 Penalty: 2425.033203
	Iteration 8Q: 3 clusters Score -191805.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -191840.296875 Penalty: 2425.033203
	Iteration 9Q: 3 clusters Score -191840.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -191883.000000 Penalty: 2425.033203
	Iteration 10Q: 3 clusters Score -191883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -191934.312500 Penalty: 2425.033203
	Iteration 11Q: 3 clusters Score -191934.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -191978.953125 Penalty: 2425.033203
	Iteration 12Q: 3 clusters Score -191979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -192009.187500 Penalty: 2425.033203
	Iteration 13Q: 3 clusters Score -192009.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -192035.328125 Penalty: 2425.033203
	Iteration 14Q: 3 clusters Score -192035.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -192051.078125 Penalty: 2425.033203
	Iteration 15Q: 3 clusters Score -192051.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -192059.015625 Penalty: 2425.033203
	Iteration 16Q: 3 clusters Score -192059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -192063.421875 Penalty: 2425.033203
	Iteration 17Q: 3 clusters Score -192063.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192065.593750 Penalty: 2425.033203
	Iteration 18Q: 3 clusters Score -192065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -192067.375000 Penalty: 2425.033203
	Iteration 19Q: 3 clusters Score -192067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192068.734375 Penalty: 2425.033203
	Iteration 20F: 3 clusters Score -192068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -192069.109375 Penalty: 2425.033203
	Iteration 21Q: 3 clusters Score -192069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192069.375000 Penalty: 2425.033203
	Iteration 22Q: 3 clusters Score -192069.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192069.375000 Penalty: 2425.033203
	Iteration 23F: 3 clusters Score -192069.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Entering Unmasked Estep 
Score: -6160200.000000 Penalty: 1752.828247
	Iteration 0F: 2 clusters Score -6160200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -6128530.000000 Penalty: 3505.656494
	Iteration 0F: 3 clusters Score -6128530 nChanged 22692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -6141409.000000 Penalty: 3505.656494
	Iteration 1F: 3 clusters Score -6141409 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -6141933.500000 Penalty: 3505.656494
	Iteration 2Q: 3 clusters Score -6141934 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6142567.000000 Penalty: 3505.656494
	Iteration 3Q: 3 clusters Score -6142567 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -6143376.000000 Penalty: 3505.656494
	Iteration 4Q: 3 clusters Score -6143376 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -6144355.000000 Penalty: 3505.656494
	Iteration 5Q: 3 clusters Score -6144355 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -6145610.500000 Penalty: 3505.656494
	Iteration 6Q: 3 clusters Score -6145610 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -6147179.500000 Penalty: 3505.656494
	Iteration 7F: 3 clusters Score -6147180 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -6149132.000000 Penalty: 3505.656494
	Iteration 8F: 3 clusters Score -6149132 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -6151089.000000 Penalty: 3505.656494
	Iteration 9F: 3 clusters Score -6151089 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -6152489.000000 Penalty: 3505.656494
	Iteration 10F: 3 clusters Score -6152489 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -6153185.000000 Penalty: 3505.656494
	Iteration 11Q: 3 clusters Score -6153185 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -6153538.500000 Penalty: 3505.656494
	Iteration 12Q: 3 clusters Score -6153538 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -6153882.000000 Penalty: 3505.656494
	Iteration 13Q: 3 clusters Score -6153882 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -6154199.500000 Penalty: 3505.656494
	Iteration 14Q: 3 clusters Score -6154200 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -6154534.500000 Penalty: 3505.656494
	Iteration 15Q: 3 clusters Score -6154534 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -6154967.000000 Penalty: 3505.656494
	Iteration 16Q: 3 clusters Score -6154967 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -6155387.500000 Penalty: 3505.656494
	Iteration 17Q: 3 clusters Score -6155388 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -6155887.500000 Penalty: 3505.656494
	Iteration 18Q: 3 clusters Score -6155888 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -6156350.000000 Penalty: 3505.656494
	Iteration 19Q: 3 clusters Score -6156350 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -6156766.500000 Penalty: 3505.656494
	Iteration 20F: 3 clusters Score -6156766 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -6157175.500000 Penalty: 3505.656494
	Iteration 21Q: 3 clusters Score -6157176 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -6157504.000000 Penalty: 3505.656494
	Iteration 22Q: 3 clusters Score -6157504 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -6157787.000000 Penalty: 3505.656494
	Iteration 23Q: 3 clusters Score -6157787 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -6157986.500000 Penalty: 3505.656494
	Iteration 24Q: 3 clusters Score -6157986 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -6158166.000000 Penalty: 3505.656494
	Iteration 25Q: 3 clusters Score -6158166 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -6158309.500000 Penalty: 3505.656494
	Iteration 26Q: 3 clusters Score -6158310 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -6158411.500000 Penalty: 3505.656494
	Iteration 27Q: 3 clusters Score -6158412 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -6158533.500000 Penalty: 3505.656494
	Iteration 28Q: 3 clusters Score -6158534 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -6158634.500000 Penalty: 3505.656494
	Iteration 29Q: 3 clusters Score -6158634 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -6158737.500000 Penalty: 3505.656494
	Iteration 30Q: 3 clusters Score -6158738 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -6158798.000000 Penalty: 3505.656494
	Iteration 31Q: 3 clusters Score -6158798 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -6158836.000000 Penalty: 3505.656494
	Iteration 32Q: 3 clusters Score -6158836 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -6158897.500000 Penalty: 3505.656494
	Iteration 33Q: 3 clusters Score -6158898 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -6158956.000000 Penalty: 3505.656494
	Iteration 34Q: 3 clusters Score -6158956 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -6158970.000000 Penalty: 3505.656494
	Iteration 35Q: 3 clusters Score -6158970 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6159010.500000 Penalty: 3505.656494
	Iteration 36Q: 3 clusters Score -6159010 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -6159059.000000 Penalty: 3505.656494
	Iteration 37Q: 3 clusters Score -6159059 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -6159098.500000 Penalty: 3505.656494
	Iteration 38Q: 3 clusters Score -6159098 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6159078.500000 Penalty: 3505.656494
	Iteration 39Q: 3 clusters Score -6159078 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6159116.500000 Penalty: 3505.656494
	Iteration 40F: 3 clusters Score -6159116 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6159125.500000 Penalty: 3505.656494
	Iteration 41Q: 3 clusters Score -6159126 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6159121.500000 Penalty: 3505.656494
	Iteration 42Q: 3 clusters Score -6159122 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6159126.000000 Penalty: 3505.656494
	Iteration 43Q: 3 clusters Score -6159126 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6159099.500000 Penalty: 3505.656494
	Iteration 44Q: 3 clusters Score -6159100 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6159087.000000 Penalty: 3505.656494
	Iteration 45Q: 3 clusters Score -6159087 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6159101.000000 Penalty: 3505.656494
	Iteration 46Q: 3 clusters Score -6159101 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6159103.500000 Penalty: 3505.656494
	Iteration 47Q: 3 clusters Score -6159104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6159095.500000 Penalty: 3505.656494
	Iteration 48Q: 3 clusters Score -6159096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6159100.000000 Penalty: 3505.656494
	Iteration 49Q: 3 clusters Score -6159100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6159099.500000 Penalty: 3505.656494
	Iteration 50Q: 3 clusters Score -6159100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6159090.500000 Penalty: 3505.656494
	Iteration 51Q: 3 clusters Score -6159090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6159084.000000 Penalty: 3505.656494
	Iteration 52Q: 3 clusters Score -6159084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6159071.500000 Penalty: 3505.656494
	Iteration 53Q: 3 clusters Score -6159072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6159066.000000 Penalty: 3505.656494
	Iteration 54Q: 3 clusters Score -6159066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6159076.000000 Penalty: 3505.656494
	Iteration 55Q: 3 clusters Score -6159076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6159067.500000 Penalty: 3505.656494
	Iteration 56Q: 3 clusters Score -6159068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6159071.000000 Penalty: 3505.656494
	Iteration 57Q: 3 clusters Score -6159071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6159060.000000 Penalty: 3505.656494
	Iteration 58Q: 3 clusters Score -6159060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6159072.500000 Penalty: 3505.656494
	Iteration 59Q: 3 clusters Score -6159072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6159063.500000 Penalty: 3505.656494
	Iteration 60F: 3 clusters Score -6159064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6159064.000000 Penalty: 3505.656494
	Iteration 61Q: 3 clusters Score -6159064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6159062.500000 Penalty: 3505.656494
	Iteration 62Q: 3 clusters Score -6159062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6159066.500000 Penalty: 3505.656494
	Iteration 63Q: 3 clusters Score -6159066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6159067.500000 Penalty: 3505.656494
	Iteration 64Q: 3 clusters Score -6159068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6159066.000000 Penalty: 3505.656494
	Iteration 65Q: 3 clusters Score -6159066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6159067.000000 Penalty: 3505.656494
	Iteration 66Q: 3 clusters Score -6159067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6159066.500000 Penalty: 3505.656494
	Iteration 67Q: 3 clusters Score -6159066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6159068.000000 Penalty: 3505.656494
	Iteration 68Q: 3 clusters Score -6159068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6159071.000000 Penalty: 3505.656494
	Iteration 69Q: 3 clusters Score -6159071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6159068.500000 Penalty: 3505.656494
	Iteration 70Q: 3 clusters Score -6159068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6159066.000000 Penalty: 3505.656494
	Iteration 71Q: 3 clusters Score -6159066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6159066.000000 Penalty: 3505.656494
	Iteration 72Q: 3 clusters Score -6159066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6159066.000000 Penalty: 3505.656494
	Iteration 73Q: 3 clusters Score -6159066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6159065.500000 Penalty: 3505.656494
	Iteration 74Q: 3 clusters Score -6159066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6159065.000000 Penalty: 3505.656494
	Iteration 75Q: 3 clusters Score -6159065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6159065.500000 Penalty: 3505.656494
	Iteration 76Q: 3 clusters Score -6159066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6159067.000000 Penalty: 3505.656494
	Iteration 77Q: 3 clusters Score -6159067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6159066.500000 Penalty: 3505.656494
	Iteration 78Q: 3 clusters Score -6159066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6159065.500000 Penalty: 3505.656494
	Iteration 79Q: 3 clusters Score -6159066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6159067.500000 Penalty: 3505.656494
	Iteration 80F: 3 clusters Score -6159068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6159065.500000 Penalty: 3505.656494
	Iteration 81Q: 3 clusters Score -6159066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6159067.500000 Penalty: 3505.656494
	Iteration 82Q: 3 clusters Score -6159068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6159062.000000 Penalty: 3505.656494
	Iteration 83Q: 3 clusters Score -6159062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6159058.500000 Penalty: 3505.656494
	Iteration 84Q: 3 clusters Score -6159058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6159060.000000 Penalty: 3505.656494
	Iteration 85Q: 3 clusters Score -6159060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6159060.000000 Penalty: 3505.656494
	Iteration 86F: 3 clusters Score -6159060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Entering Unmasked Estep 
Score: -6251793.000000 Penalty: 1759.312012
	Iteration 0F: 2 clusters Score -6251793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -6218389.500000 Penalty: 3518.624023
	Iteration 0F: 3 clusters Score -6218390 nChanged 23605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -6231576.000000 Penalty: 3518.624023
	Iteration 1F: 3 clusters Score -6231576 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -6232054.000000 Penalty: 3518.624023
	Iteration 2Q: 3 clusters Score -6232054 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -6232609.000000 Penalty: 3518.624023
	Iteration 3Q: 3 clusters Score -6232609 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -6233405.000000 Penalty: 3518.624023
	Iteration 4Q: 3 clusters Score -6233405 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -6234629.000000 Penalty: 3518.624023
	Iteration 5F: 3 clusters Score -6234629 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -6236497.000000 Penalty: 3518.624023
	Iteration 6F: 3 clusters Score -6236497 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -6239369.500000 Penalty: 3518.624023
	Iteration 7F: 3 clusters Score -6239370 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -6242988.000000 Penalty: 3518.624023
	Iteration 8F: 3 clusters Score -6242988 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6246426.000000 Penalty: 3518.624023
	Iteration 9F: 3 clusters Score -6246426 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6248562.500000 Penalty: 3518.624023
	Iteration 10Q: 3 clusters Score -6248562 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6249460.000000 Penalty: 3518.624023
	Iteration 11Q: 3 clusters Score -6249460 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6249863.500000 Penalty: 3518.624023
	Iteration 12Q: 3 clusters Score -6249864 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6250052.000000 Penalty: 3518.624023
	Iteration 13Q: 3 clusters Score -6250052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6250136.000000 Penalty: 3518.624023
	Iteration 14Q: 3 clusters Score -6250136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6250177.500000 Penalty: 3518.624023
	Iteration 15Q: 3 clusters Score -6250178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6250207.000000 Penalty: 3518.624023
	Iteration 16Q: 3 clusters Score -6250207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6250227.000000 Penalty: 3518.624023
	Iteration 17Q: 3 clusters Score -6250227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6250240.500000 Penalty: 3518.624023
	Iteration 18Q: 3 clusters Score -6250240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6250245.000000 Penalty: 3518.624023
	Iteration 19Q: 3 clusters Score -6250245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6250252.500000 Penalty: 3518.624023
	Iteration 20F: 3 clusters Score -6250252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6250268.000000 Penalty: 3518.624023
	Iteration 21Q: 3 clusters Score -6250268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6250272.500000 Penalty: 3518.624023
	Iteration 22Q: 3 clusters Score -6250272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6250272.500000 Penalty: 3518.624023
	Iteration 23F: 3 clusters Score -6250272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (85794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Entering Unmasked Estep 
Score: -10801493.000000 Penalty: 1845.951904
	Iteration 0F: 2 clusters Score -1.080149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -10746473.000000 Penalty: 3691.903809
	Iteration 0F: 3 clusters Score -1.074647e+07 nChanged 40725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -10769806.000000 Penalty: 3691.903809
	Iteration 1F: 3 clusters Score -1.076981e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -10770786.000000 Penalty: 3691.903809
	Iteration 2Q: 3 clusters Score -1.077079e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -10772248.000000 Penalty: 3691.903809
	Iteration 3Q: 3 clusters Score -1.077225e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -10774352.000000 Penalty: 3691.903809
	Iteration 4Q: 3 clusters Score -1.077435e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -10777455.000000 Penalty: 3691.903809
	Iteration 5F: 3 clusters Score -1.077746e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -10781375.000000 Penalty: 3691.903809
	Iteration 6F: 3 clusters Score -1.078138e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -10785750.000000 Penalty: 3691.903809
	Iteration 7F: 3 clusters Score -1.078575e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -10789132.000000 Penalty: 3691.903809
	Iteration 8F: 3 clusters Score -1.078913e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -10790813.000000 Penalty: 3691.903809
	Iteration 9Q: 3 clusters Score -1.079081e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -10791523.000000 Penalty: 3691.903809
	Iteration 10Q: 3 clusters Score -1.079152e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -10791890.000000 Penalty: 3691.903809
	Iteration 11Q: 3 clusters Score -1.079189e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -10792146.000000 Penalty: 3691.903809
	Iteration 12Q: 3 clusters Score -1.079215e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -10792385.000000 Penalty: 3691.903809
	Iteration 13Q: 3 clusters Score -1.079238e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -10792564.000000 Penalty: 3691.903809
	Iteration 14Q: 3 clusters Score -1.079256e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -10792853.000000 Penalty: 3691.903809
	Iteration 15Q: 3 clusters Score -1.079285e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -10793002.000000 Penalty: 3691.903809
	Iteration 16Q: 3 clusters Score -1.0793e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -10793170.000000 Penalty: 3691.903809
	Iteration 17Q: 3 clusters Score -1.079317e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -10793405.000000 Penalty: 3691.903809
	Iteration 18Q: 3 clusters Score -1.07934e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -10793571.000000 Penalty: 3691.903809
	Iteration 19Q: 3 clusters Score -1.079357e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -10793777.000000 Penalty: 3691.903809
	Iteration 20F: 3 clusters Score -1.079378e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -10793950.000000 Penalty: 3691.903809
	Iteration 21Q: 3 clusters Score -1.079395e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -10794149.000000 Penalty: 3691.903809
	Iteration 22Q: 3 clusters Score -1.079415e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -10794285.000000 Penalty: 3691.903809
	Iteration 23Q: 3 clusters Score -1.079428e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -10794447.000000 Penalty: 3691.903809
	Iteration 24Q: 3 clusters Score -1.079445e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -10794633.000000 Penalty: 3691.903809
	Iteration 25Q: 3 clusters Score -1.079463e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -10794795.000000 Penalty: 3691.903809
	Iteration 26Q: 3 clusters Score -1.07948e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -10794984.000000 Penalty: 3691.903809
	Iteration 27Q: 3 clusters Score -1.079498e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -10795050.000000 Penalty: 3691.903809
	Iteration 28Q: 3 clusters Score -1.079505e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -10795213.000000 Penalty: 3691.903809
	Iteration 29Q: 3 clusters Score -1.079521e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -10795322.000000 Penalty: 3691.903809
	Iteration 30Q: 3 clusters Score -1.079532e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -10795420.000000 Penalty: 3691.903809
	Iteration 31Q: 3 clusters Score -1.079542e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -10795518.000000 Penalty: 3691.903809
	Iteration 32Q: 3 clusters Score -1.079552e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -10795629.000000 Penalty: 3691.903809
	Iteration 33Q: 3 clusters Score -1.079563e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -10795681.000000 Penalty: 3691.903809
	Iteration 34Q: 3 clusters Score -1.079568e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -10795735.000000 Penalty: 3691.903809
	Iteration 35Q: 3 clusters Score -1.079574e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -10795792.000000 Penalty: 3691.903809
	Iteration 36Q: 3 clusters Score -1.079579e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -10795855.000000 Penalty: 3691.903809
	Iteration 37Q: 3 clusters Score -1.079586e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -10795932.000000 Penalty: 3691.903809
	Iteration 38Q: 3 clusters Score -1.079593e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -10795977.000000 Penalty: 3691.903809
	Iteration 39Q: 3 clusters Score -1.079598e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -10796010.000000 Penalty: 3691.903809
	Iteration 40F: 3 clusters Score -1.079601e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -10796091.000000 Penalty: 3691.903809
	Iteration 41Q: 3 clusters Score -1.079609e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -10796124.000000 Penalty: 3691.903809
	Iteration 42Q: 3 clusters Score -1.079612e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -10796235.000000 Penalty: 3691.903809
	Iteration 43Q: 3 clusters Score -1.079624e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -10796344.000000 Penalty: 3691.903809
	Iteration 44Q: 3 clusters Score -1.079634e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -10796376.000000 Penalty: 3691.903809
	Iteration 45Q: 3 clusters Score -1.079638e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -10796435.000000 Penalty: 3691.903809
	Iteration 46Q: 3 clusters Score -1.079644e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -10796510.000000 Penalty: 3691.903809
	Iteration 47Q: 3 clusters Score -1.079651e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71356 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -10796506.000000 Penalty: 3691.903809
	Iteration 48Q: 3 clusters Score -1.079651e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -10796522.000000 Penalty: 3691.903809
	Iteration 49Q: 3 clusters Score -1.079652e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -10796585.000000 Penalty: 3691.903809
	Iteration 50Q: 3 clusters Score -1.079658e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -10796631.000000 Penalty: 3691.903809
	Iteration 51Q: 3 clusters Score -1.079663e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -10796721.000000 Penalty: 3691.903809
	Iteration 52Q: 3 clusters Score -1.079672e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -10796793.000000 Penalty: 3691.903809
	Iteration 53Q: 3 clusters Score -1.079679e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -10796863.000000 Penalty: 3691.903809
	Iteration 54Q: 3 clusters Score -1.079686e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -10796905.000000 Penalty: 3691.903809
	Iteration 55Q: 3 clusters Score -1.07969e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -10796966.000000 Penalty: 3691.903809
	Iteration 56Q: 3 clusters Score -1.079697e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -10796995.000000 Penalty: 3691.903809
	Iteration 57Q: 3 clusters Score -1.0797e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -10797049.000000 Penalty: 3691.903809
	Iteration 58Q: 3 clusters Score -1.079705e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -10797129.000000 Penalty: 3691.903809
	Iteration 59Q: 3 clusters Score -1.079713e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -10797192.000000 Penalty: 3691.903809
	Iteration 60F: 3 clusters Score -1.079719e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -10797290.000000 Penalty: 3691.903809
	Iteration 61Q: 3 clusters Score -1.079729e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -10797391.000000 Penalty: 3691.903809
	Iteration 62Q: 3 clusters Score -1.079739e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -10797522.000000 Penalty: 3691.903809
	Iteration 63Q: 3 clusters Score -1.079752e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -10797678.000000 Penalty: 3691.903809
	Iteration 64Q: 3 clusters Score -1.079768e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -10797810.000000 Penalty: 3691.903809
	Iteration 65Q: 3 clusters Score -1.079781e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -10797935.000000 Penalty: 3691.903809
	Iteration 66Q: 3 clusters Score -1.079794e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -10798040.000000 Penalty: 3691.903809
	Iteration 67Q: 3 clusters Score -1.079804e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -10798192.000000 Penalty: 3691.903809
	Iteration 68Q: 3 clusters Score -1.079819e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -10798219.000000 Penalty: 3691.903809
	Iteration 69Q: 3 clusters Score -1.079822e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -10798256.000000 Penalty: 3691.903809
	Iteration 70Q: 3 clusters Score -1.079826e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78180 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -10798341.000000 Penalty: 3691.903809
	Iteration 71Q: 3 clusters Score -1.079834e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78462 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -10798387.000000 Penalty: 3691.903809
	Iteration 72Q: 3 clusters Score -1.079839e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -10798434.000000 Penalty: 3691.903809
	Iteration 73Q: 3 clusters Score -1.079843e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79016 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -10798489.000000 Penalty: 3691.903809
	Iteration 74Q: 3 clusters Score -1.079849e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -10798528.000000 Penalty: 3691.903809
	Iteration 75Q: 3 clusters Score -1.079853e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -10798578.000000 Penalty: 3691.903809
	Iteration 76Q: 3 clusters Score -1.079858e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -10798607.000000 Penalty: 3691.903809
	Iteration 77Q: 3 clusters Score -1.079861e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -10798662.000000 Penalty: 3691.903809
	Iteration 78Q: 3 clusters Score -1.079866e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -10798678.000000 Penalty: 3691.903809
	Iteration 79Q: 3 clusters Score -1.079868e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -10798694.000000 Penalty: 3691.903809
	Iteration 80F: 3 clusters Score -1.079869e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -10798720.000000 Penalty: 3691.903809
	Iteration 81Q: 3 clusters Score -1.079872e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -10798726.000000 Penalty: 3691.903809
	Iteration 82Q: 3 clusters Score -1.079873e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -10798741.000000 Penalty: 3691.903809
	Iteration 83Q: 3 clusters Score -1.079874e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -10798735.000000 Penalty: 3691.903809
	Iteration 84Q: 3 clusters Score -1.079874e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -10798822.000000 Penalty: 3691.903809
	Iteration 85Q: 3 clusters Score -1.079882e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -10798920.000000 Penalty: 3691.903809
	Iteration 86Q: 3 clusters Score -1.079892e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -10799001.000000 Penalty: 3691.903809
	Iteration 87Q: 3 clusters Score -1.0799e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -10799053.000000 Penalty: 3691.903809
	Iteration 88Q: 3 clusters Score -1.079905e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -10799116.000000 Penalty: 3691.903809
	Iteration 89Q: 3 clusters Score -1.079912e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -10799189.000000 Penalty: 3691.903809
	Iteration 90Q: 3 clusters Score -1.079919e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -10799208.000000 Penalty: 3691.903809
	Iteration 91Q: 3 clusters Score -1.079921e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -10799245.000000 Penalty: 3691.903809
	Iteration 92Q: 3 clusters Score -1.079924e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -10799274.000000 Penalty: 3691.903809
	Iteration 93Q: 3 clusters Score -1.079927e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -10799297.000000 Penalty: 3691.903809
	Iteration 94Q: 3 clusters Score -1.07993e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -10799296.000000 Penalty: 3691.903809
	Iteration 95Q: 3 clusters Score -1.07993e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -10799323.000000 Penalty: 3691.903809
	Iteration 96Q: 3 clusters Score -1.079932e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -10799309.000000 Penalty: 3691.903809
	Iteration 97Q: 3 clusters Score -1.079931e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -10799333.000000 Penalty: 3691.903809
	Iteration 98Q: 3 clusters Score -1.079933e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -10799348.000000 Penalty: 3691.903809
	Iteration 99Q: 3 clusters Score -1.079935e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -10799375.000000 Penalty: 3691.903809
	Iteration 100F: 3 clusters Score -1.079938e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -10799410.000000 Penalty: 3691.903809
	Iteration 101Q: 3 clusters Score -1.079941e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -10799421.000000 Penalty: 3691.903809
	Iteration 102Q: 3 clusters Score -1.079942e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -10799452.000000 Penalty: 3691.903809
	Iteration 103Q: 3 clusters Score -1.079945e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -10799472.000000 Penalty: 3691.903809
	Iteration 104Q: 3 clusters Score -1.079947e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -10799494.000000 Penalty: 3691.903809
	Iteration 105Q: 3 clusters Score -1.079949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -10799501.000000 Penalty: 3691.903809
	Iteration 106Q: 3 clusters Score -1.07995e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -10799486.000000 Penalty: 3691.903809
	Iteration 107Q: 3 clusters Score -1.079949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -10799512.000000 Penalty: 3691.903809
	Iteration 108Q: 3 clusters Score -1.079951e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -10799538.000000 Penalty: 3691.903809
	Iteration 109Q: 3 clusters Score -1.079954e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -10799557.000000 Penalty: 3691.903809
	Iteration 110Q: 3 clusters Score -1.079956e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -10799578.000000 Penalty: 3691.903809
	Iteration 111Q: 3 clusters Score -1.079958e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -10799612.000000 Penalty: 3691.903809
	Iteration 112Q: 3 clusters Score -1.079961e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10799615.000000 Penalty: 3691.903809
	Iteration 113Q: 3 clusters Score -1.079962e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83524 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10799627.000000 Penalty: 3691.903809
	Iteration 114Q: 3 clusters Score -1.079963e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -10799658.000000 Penalty: 3691.903809
	Iteration 115Q: 3 clusters Score -1.079966e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -10799716.000000 Penalty: 3691.903809
	Iteration 116Q: 3 clusters Score -1.079972e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -10799722.000000 Penalty: 3691.903809
	Iteration 117Q: 3 clusters Score -1.079972e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10799736.000000 Penalty: 3691.903809
	Iteration 118Q: 3 clusters Score -1.079974e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -10799774.000000 Penalty: 3691.903809
	Iteration 119Q: 3 clusters Score -1.079977e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83898 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -10799785.000000 Penalty: 3691.903809
	Iteration 120F: 3 clusters Score -1.079978e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -10799801.000000 Penalty: 3691.903809
	Iteration 121Q: 3 clusters Score -1.07998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -10799815.000000 Penalty: 3691.903809
	Iteration 122Q: 3 clusters Score -1.079982e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10799827.000000 Penalty: 3691.903809
	Iteration 123Q: 3 clusters Score -1.079983e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -10799834.000000 Penalty: 3691.903809
	Iteration 124Q: 3 clusters Score -1.079983e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -10799847.000000 Penalty: 3691.903809
	Iteration 125Q: 3 clusters Score -1.079985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -10799860.000000 Penalty: 3691.903809
	Iteration 126Q: 3 clusters Score -1.079986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10799865.000000 Penalty: 3691.903809
	Iteration 127Q: 3 clusters Score -1.079986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10799874.000000 Penalty: 3691.903809
	Iteration 128Q: 3 clusters Score -1.079987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10799894.000000 Penalty: 3691.903809
	Iteration 129Q: 3 clusters Score -1.079989e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10799900.000000 Penalty: 3691.903809
	Iteration 130Q: 3 clusters Score -1.07999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -10799908.000000 Penalty: 3691.903809
	Iteration 131Q: 3 clusters Score -1.079991e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -10799915.000000 Penalty: 3691.903809
	Iteration 132Q: 3 clusters Score -1.079992e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10799938.000000 Penalty: 3691.903809
	Iteration 133Q: 3 clusters Score -1.079994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84388 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -10799951.000000 Penalty: 3691.903809
	Iteration 134Q: 3 clusters Score -1.079995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10799968.000000 Penalty: 3691.903809
	Iteration 135Q: 3 clusters Score -1.079997e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84436 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -10799965.000000 Penalty: 3691.903809
	Iteration 136Q: 3 clusters Score -1.079996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10799962.000000 Penalty: 3691.903809
	Iteration 137Q: 3 clusters Score -1.079996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -10799985.000000 Penalty: 3691.903809
	Iteration 138Q: 3 clusters Score -1.079998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10799991.000000 Penalty: 3691.903809
	Iteration 139Q: 3 clusters Score -1.079999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -10799985.000000 Penalty: 3691.903809
	Iteration 140F: 3 clusters Score -1.079998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -10799994.000000 Penalty: 3691.903809
	Iteration 141Q: 3 clusters Score -1.079999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10800001.000000 Penalty: 3691.903809
	Iteration 142Q: 3 clusters Score -1.08e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -10800011.000000 Penalty: 3691.903809
	Iteration 143Q: 3 clusters Score -1.080001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10800017.000000 Penalty: 3691.903809
	Iteration 144Q: 3 clusters Score -1.080002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10800036.000000 Penalty: 3691.903809
	Iteration 145Q: 3 clusters Score -1.080004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -10800034.000000 Penalty: 3691.903809
	Iteration 146Q: 3 clusters Score -1.080003e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10800041.000000 Penalty: 3691.903809
	Iteration 147Q: 3 clusters Score -1.080004e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10800045.000000 Penalty: 3691.903809
	Iteration 148Q: 3 clusters Score -1.080004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10800067.000000 Penalty: 3691.903809
	Iteration 149Q: 3 clusters Score -1.080007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -10800063.000000 Penalty: 3691.903809
	Iteration 150Q: 3 clusters Score -1.080006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10800065.000000 Penalty: 3691.903809
	Iteration 151Q: 3 clusters Score -1.080006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84676 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10800062.000000 Penalty: 3691.903809
	Iteration 152Q: 3 clusters Score -1.080006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -10800067.000000 Penalty: 3691.903809
	Iteration 153Q: 3 clusters Score -1.080007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84684 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10800071.000000 Penalty: 3691.903809
	Iteration 154Q: 3 clusters Score -1.080007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84689 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10800079.000000 Penalty: 3691.903809
	Iteration 155Q: 3 clusters Score -1.080008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10800075.000000 Penalty: 3691.903809
	Iteration 156Q: 3 clusters Score -1.080008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10800077.000000 Penalty: 3691.903809
	Iteration 157Q: 3 clusters Score -1.080008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84709 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10800081.000000 Penalty: 3691.903809
	Iteration 158Q: 3 clusters Score -1.080008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10800094.000000 Penalty: 3691.903809
	Iteration 159Q: 3 clusters Score -1.080009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10800109.000000 Penalty: 3691.903809
	Iteration 160F: 3 clusters Score -1.080011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10800122.000000 Penalty: 3691.903809
	Iteration 161Q: 3 clusters Score -1.080012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10800123.000000 Penalty: 3691.903809
	Iteration 162Q: 3 clusters Score -1.080012e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10800140.000000 Penalty: 3691.903809
	Iteration 163Q: 3 clusters Score -1.080014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10800159.000000 Penalty: 3691.903809
	Iteration 164Q: 3 clusters Score -1.080016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84799 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10800148.000000 Penalty: 3691.903809
	Iteration 165Q: 3 clusters Score -1.080015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10800147.000000 Penalty: 3691.903809
	Iteration 166Q: 3 clusters Score -1.080015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10800146.000000 Penalty: 3691.903809
	Iteration 167Q: 3 clusters Score -1.080015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84813 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10800160.000000 Penalty: 3691.903809
	Iteration 168Q: 3 clusters Score -1.080016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10800155.000000 Penalty: 3691.903809
	Iteration 169Q: 3 clusters Score -1.080016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10800157.000000 Penalty: 3691.903809
	Iteration 170Q: 3 clusters Score -1.080016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10800149.000000 Penalty: 3691.903809
	Iteration 171Q: 3 clusters Score -1.080015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10800152.000000 Penalty: 3691.903809
	Iteration 172Q: 3 clusters Score -1.080015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10800152.000000 Penalty: 3691.903809
	Iteration 173F: 3 clusters Score -1.080015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -46815.085938 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -46815.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45811.972656 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -45811.97 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46078.285156 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -46078.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46199.039062 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -46199.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46302.671875 Penalty: 2019.096924
	Iteration 3Q: 3 clusters Score -46302.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46494.750000 Penalty: 2019.096924
	Iteration 4F: 3 clusters Score -46494.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46719.746094 Penalty: 2019.096924
	Iteration 5F: 3 clusters Score -46719.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46812.644531 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -46812.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46843.433594 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -46843.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46858.695312 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -46858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46867.996094 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -46868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46890.734375 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -46890.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46904.726562 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -46904.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46921.269531 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -46921.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46985.199219 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -46985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47024.167969 Penalty: 2019.096924
	Iteration 14Q: 3 clusters Score -47024.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47025.320312 Penalty: 2019.096924
	Iteration 15Q: 3 clusters Score -47025.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47027.121094 Penalty: 2019.096924
	Iteration 16Q: 3 clusters Score -47027.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47027.121094 Penalty: 2019.096924
	Iteration 17F: 3 clusters Score -47027.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 81059 members 
Mstep: Class 3 contains 83832 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28541 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 93727 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 9327 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 95262 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48370 members 
Mstep: Class 25 contains 50339 members 
Mstep: Class 26 contains 85794 members 
Mstep: Class 27 contains 319 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7584 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6970 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94327 members 
Mstep: Class 35 contains 180 members 
Entering Unmasked Estep 
Score: -102237224.000000 Penalty: 77592.265625
Splitting cluster 27 changes total score from -102238312.000000 to -102237224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -8468.896484 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -8468.896 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 80 members 
Entering Unmasked Estep 
Score: -7875.770508 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -7875.771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8075.393555 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -8075.394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8145.390137 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -8145.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8149.960938 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -8149.961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8171.693359 Penalty: 1645.343384
	Iteration 4Q: 3 clusters Score -8171.693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8218.281250 Penalty: 1645.343384
	Iteration 5Q: 3 clusters Score -8218.281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8222.488281 Penalty: 1645.343384
	Iteration 6Q: 3 clusters Score -8222.488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8222.488281 Penalty: 1645.343384
	Iteration 7F: 3 clusters Score -8222.488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Entering Unmasked Estep 
Score: -917888.437500 Penalty: 1451.741821
	Iteration 0F: 2 clusters Score -917888.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -912320.562500 Penalty: 2903.483643
	Iteration 0F: 3 clusters Score -912320.6 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -914031.250000 Penalty: 2903.483643
	Iteration 1F: 3 clusters Score -914031.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -914397.562500 Penalty: 2903.483643
	Iteration 2F: 3 clusters Score -914397.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -914783.812500 Penalty: 2903.483643
	Iteration 3F: 3 clusters Score -914783.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -915170.687500 Penalty: 2903.483643
	Iteration 4F: 3 clusters Score -915170.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -915592.187500 Penalty: 2903.483643
	Iteration 5F: 3 clusters Score -915592.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -915971.937500 Penalty: 2903.483643
	Iteration 6F: 3 clusters Score -915971.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -916290.437500 Penalty: 2903.483643
	Iteration 7Q: 3 clusters Score -916290.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -916494.312500 Penalty: 2903.483643
	Iteration 8Q: 3 clusters Score -916494.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -916623.125000 Penalty: 2903.483643
	Iteration 9Q: 3 clusters Score -916623.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -916697.250000 Penalty: 2903.483643
	Iteration 10Q: 3 clusters Score -916697.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -916740.937500 Penalty: 2903.483643
	Iteration 11Q: 3 clusters Score -916740.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -916768.750000 Penalty: 2903.483643
	Iteration 12Q: 3 clusters Score -916768.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -916784.812500 Penalty: 2903.483643
	Iteration 13Q: 3 clusters Score -916784.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -916791.562500 Penalty: 2903.483643
	Iteration 14Q: 3 clusters Score -916791.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -916799.937500 Penalty: 2903.483643
	Iteration 15Q: 3 clusters Score -916799.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -916810.937500 Penalty: 2903.483643
	Iteration 16Q: 3 clusters Score -916810.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -916815.062500 Penalty: 2903.483643
	Iteration 17Q: 3 clusters Score -916815.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -916819.875000 Penalty: 2903.483643
	Iteration 18Q: 3 clusters Score -916819.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -916825.375000 Penalty: 2903.483643
	Iteration 19Q: 3 clusters Score -916825.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -916829.000000 Penalty: 2903.483643
	Iteration 20F: 3 clusters Score -916829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -916836.562500 Penalty: 2903.483643
	Iteration 21Q: 3 clusters Score -916836.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -916844.437500 Penalty: 2903.483643
	Iteration 22Q: 3 clusters Score -916844.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -916855.625000 Penalty: 2903.483643
	Iteration 23Q: 3 clusters Score -916855.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -916860.187500 Penalty: 2903.483643
	Iteration 24Q: 3 clusters Score -916860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -916864.125000 Penalty: 2903.483643
	Iteration 25Q: 3 clusters Score -916864.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -916864.937500 Penalty: 2903.483643
	Iteration 26Q: 3 clusters Score -916864.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -916868.312500 Penalty: 2903.483643
	Iteration 27Q: 3 clusters Score -916868.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -916869.062500 Penalty: 2903.483643
	Iteration 28Q: 3 clusters Score -916869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -916872.937500 Penalty: 2903.483643
	Iteration 29Q: 3 clusters Score -916872.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -916876.687500 Penalty: 2903.483643
	Iteration 30Q: 3 clusters Score -916876.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -916878.750000 Penalty: 2903.483643
	Iteration 31Q: 3 clusters Score -916878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -916879.312500 Penalty: 2903.483643
	Iteration 32Q: 3 clusters Score -916879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -916880.312500 Penalty: 2903.483643
	Iteration 33Q: 3 clusters Score -916880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -916883.625000 Penalty: 2903.483643
	Iteration 34Q: 3 clusters Score -916883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -916884.437500 Penalty: 2903.483643
	Iteration 35Q: 3 clusters Score -916884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -916884.562500 Penalty: 2903.483643
	Iteration 36Q: 3 clusters Score -916884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -916887.125000 Penalty: 2903.483643
	Iteration 37Q: 3 clusters Score -916887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -916887.125000 Penalty: 2903.483643
	Iteration 38Q: 3 clusters Score -916887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -916887.125000 Penalty: 2903.483643
	Iteration 39Q: 3 clusters Score -916887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -916887.625000 Penalty: 2903.483643
	Iteration 40F: 3 clusters Score -916887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -227819.843750 Penalty: 1236.360840
	Iteration 0F: 2 clusters Score -227819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -225722.000000 Penalty: 2472.721680
	Iteration 0F: 3 clusters Score -225722 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -226192.734375 Penalty: 2472.721680
	Iteration 1F: 3 clusters Score -226192.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -226311.718750 Penalty: 2472.721680
	Iteration 2F: 3 clusters Score -226311.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -226389.859375 Penalty: 2472.721680
	Iteration 3Q: 3 clusters Score -226389.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -226487.968750 Penalty: 2472.721680
	Iteration 4Q: 3 clusters Score -226488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -226598.093750 Penalty: 2472.721680
	Iteration 5Q: 3 clusters Score -226598.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -226714.156250 Penalty: 2472.721680
	Iteration 6Q: 3 clusters Score -226714.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -226884.828125 Penalty: 2472.721680
	Iteration 7F: 3 clusters Score -226884.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -227101.203125 Penalty: 2472.721680
	Iteration 8F: 3 clusters Score -227101.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -227326.625000 Penalty: 2472.721680
	Iteration 9F: 3 clusters Score -227326.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -227528.796875 Penalty: 2472.721680
	Iteration 10F: 3 clusters Score -227528.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -227658.718750 Penalty: 2472.721680
	Iteration 11Q: 3 clusters Score -227658.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -227724.171875 Penalty: 2472.721680
	Iteration 12Q: 3 clusters Score -227724.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -227746.843750 Penalty: 2472.721680
	Iteration 13Q: 3 clusters Score -227746.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -227754.187500 Penalty: 2472.721680
	Iteration 14Q: 3 clusters Score -227754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -227759.203125 Penalty: 2472.721680
	Iteration 15Q: 3 clusters Score -227759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -227763.234375 Penalty: 2472.721680
	Iteration 16Q: 3 clusters Score -227763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -227766.156250 Penalty: 2472.721680
	Iteration 17Q: 3 clusters Score -227766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -227770.703125 Penalty: 2472.721680
	Iteration 18Q: 3 clusters Score -227770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -227772.156250 Penalty: 2472.721680
	Iteration 19Q: 3 clusters Score -227772.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -227772.156250 Penalty: 2472.721680
	Iteration 20F: 3 clusters Score -227772.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Entering Unmasked Estep 
Score: -834356.875000 Penalty: 1438.022827
	Iteration 0F: 2 clusters Score -834356.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -829144.125000 Penalty: 2876.045654
	Iteration 0F: 3 clusters Score -829144.1 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -830665.437500 Penalty: 2876.045654
	Iteration 1F: 3 clusters Score -830665.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -830888.187500 Penalty: 2876.045654
	Iteration 2F: 3 clusters Score -830888.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -831061.125000 Penalty: 2876.045654
	Iteration 3F: 3 clusters Score -831061.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -831212.375000 Penalty: 2876.045654
	Iteration 4Q: 3 clusters Score -831212.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -831353.437500 Penalty: 2876.045654
	Iteration 5Q: 3 clusters Score -831353.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -831524.187500 Penalty: 2876.045654
	Iteration 6Q: 3 clusters Score -831524.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -831706.000000 Penalty: 2876.045654
	Iteration 7Q: 3 clusters Score -831706 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -831887.000000 Penalty: 2876.045654
	Iteration 8Q: 3 clusters Score -831887 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -832075.562500 Penalty: 2876.045654
	Iteration 9Q: 3 clusters Score -832075.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -832247.062500 Penalty: 2876.045654
	Iteration 10Q: 3 clusters Score -832247.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -832431.125000 Penalty: 2876.045654
	Iteration 11Q: 3 clusters Score -832431.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -832599.000000 Penalty: 2876.045654
	Iteration 12Q: 3 clusters Score -832599 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -832721.125000 Penalty: 2876.045654
	Iteration 13Q: 3 clusters Score -832721.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -832810.187500 Penalty: 2876.045654
	Iteration 14Q: 3 clusters Score -832810.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -832896.375000 Penalty: 2876.045654
	Iteration 15Q: 3 clusters Score -832896.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -832957.875000 Penalty: 2876.045654
	Iteration 16Q: 3 clusters Score -832957.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -833003.312500 Penalty: 2876.045654
	Iteration 17Q: 3 clusters Score -833003.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -833041.187500 Penalty: 2876.045654
	Iteration 18Q: 3 clusters Score -833041.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -833072.250000 Penalty: 2876.045654
	Iteration 19Q: 3 clusters Score -833072.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -833101.187500 Penalty: 2876.045654
	Iteration 20F: 3 clusters Score -833101.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -833123.125000 Penalty: 2876.045654
	Iteration 21Q: 3 clusters Score -833123.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -833139.937500 Penalty: 2876.045654
	Iteration 22Q: 3 clusters Score -833139.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -833150.625000 Penalty: 2876.045654
	Iteration 23Q: 3 clusters Score -833150.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -833158.875000 Penalty: 2876.045654
	Iteration 24Q: 3 clusters Score -833158.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -833164.625000 Penalty: 2876.045654
	Iteration 25Q: 3 clusters Score -833164.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -833177.437500 Penalty: 2876.045654
	Iteration 26Q: 3 clusters Score -833177.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -833184.812500 Penalty: 2876.045654
	Iteration 27Q: 3 clusters Score -833184.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -833189.687500 Penalty: 2876.045654
	Iteration 28Q: 3 clusters Score -833189.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -833193.625000 Penalty: 2876.045654
	Iteration 29Q: 3 clusters Score -833193.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -833196.625000 Penalty: 2876.045654
	Iteration 30Q: 3 clusters Score -833196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -833197.750000 Penalty: 2876.045654
	Iteration 31Q: 3 clusters Score -833197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -833198.312500 Penalty: 2876.045654
	Iteration 32Q: 3 clusters Score -833198.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -833200.687500 Penalty: 2876.045654
	Iteration 33Q: 3 clusters Score -833200.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -833204.312500 Penalty: 2876.045654
	Iteration 34Q: 3 clusters Score -833204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -833206.562500 Penalty: 2876.045654
	Iteration 35Q: 3 clusters Score -833206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -833207.250000 Penalty: 2876.045654
	Iteration 36Q: 3 clusters Score -833207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -833209.312500 Penalty: 2876.045654
	Iteration 37Q: 3 clusters Score -833209.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -833211.187500 Penalty: 2876.045654
	Iteration 38Q: 3 clusters Score -833211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -833211.187500 Penalty: 2876.045654
	Iteration 39Q: 3 clusters Score -833211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -833212.062500 Penalty: 2876.045654
	Iteration 40F: 3 clusters Score -833212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -833214.187500 Penalty: 2876.045654
	Iteration 41Q: 3 clusters Score -833214.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -833217.000000 Penalty: 2876.045654
	Iteration 42Q: 3 clusters Score -833217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -833216.625000 Penalty: 2876.045654
	Iteration 43Q: 3 clusters Score -833216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -833218.500000 Penalty: 2876.045654
	Iteration 44Q: 3 clusters Score -833218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -833219.062500 Penalty: 2876.045654
	Iteration 45Q: 3 clusters Score -833219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -833219.187500 Penalty: 2876.045654
	Iteration 46Q: 3 clusters Score -833219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -833220.562500 Penalty: 2876.045654
	Iteration 47Q: 3 clusters Score -833220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -833221.437500 Penalty: 2876.045654
	Iteration 48Q: 3 clusters Score -833221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -833221.000000 Penalty: 2876.045654
	Iteration 49Q: 3 clusters Score -833221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -833221.000000 Penalty: 2876.045654
	Iteration 50F: 3 clusters Score -833221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -18562.521484 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -18562.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17841.708984 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -17841.71 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18083.068359 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18083.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18192.367188 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18192.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18207.757812 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -18207.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18245.044922 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -18245.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18249.960938 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18249.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18258.441406 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18258.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18262.474609 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18262.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18262.474609 Penalty: 1827.805786
	Iteration 8F: 3 clusters Score -18262.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -165958.828125 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -165958.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -164298.062500 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -164298.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -164825.171875 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -164825.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -165076.375000 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -165076.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -165278.500000 Penalty: 2376.145996
	Iteration 3F: 3 clusters Score -165278.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -165417.421875 Penalty: 2376.145996
	Iteration 4F: 3 clusters Score -165417.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -165497.562500 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -165497.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -165543.437500 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -165543.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -165564.203125 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -165564.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -165577.796875 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -165577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -165585.328125 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -165585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -165592.093750 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -165592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -165605.437500 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -165605.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -165612.578125 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -165612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -165612.578125 Penalty: 2376.145996
	Iteration 13F: 3 clusters Score -165612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (94327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94327 members 
Entering Unmasked Estep 
Score: -11746952.000000 Penalty: 1861.359985
	Iteration 0F: 2 clusters Score -1.174695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -11687080.000000 Penalty: 3722.719971
	Iteration 0F: 3 clusters Score -1.168708e+07 nChanged 44956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -11713528.000000 Penalty: 3722.719971
	Iteration 1F: 3 clusters Score -1.171353e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -11714362.000000 Penalty: 3722.719971
	Iteration 2Q: 3 clusters Score -1.171436e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -11715575.000000 Penalty: 3722.719971
	Iteration 3Q: 3 clusters Score -1.171558e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -11717317.000000 Penalty: 3722.719971
	Iteration 4Q: 3 clusters Score -1.171732e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -11720102.000000 Penalty: 3722.719971
	Iteration 5F: 3 clusters Score -1.17201e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -11724653.000000 Penalty: 3722.719971
	Iteration 6F: 3 clusters Score -1.172465e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -11730784.000000 Penalty: 3722.719971
	Iteration 7F: 3 clusters Score -1.173078e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -11736098.000000 Penalty: 3722.719971
	Iteration 8F: 3 clusters Score -1.17361e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -11738643.000000 Penalty: 3722.719971
	Iteration 9Q: 3 clusters Score -1.173864e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -11739300.000000 Penalty: 3722.719971
	Iteration 10Q: 3 clusters Score -1.17393e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -11739669.000000 Penalty: 3722.719971
	Iteration 11Q: 3 clusters Score -1.173967e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -11739919.000000 Penalty: 3722.719971
	Iteration 12Q: 3 clusters Score -1.173992e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -11740199.000000 Penalty: 3722.719971
	Iteration 13Q: 3 clusters Score -1.17402e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -11740393.000000 Penalty: 3722.719971
	Iteration 14Q: 3 clusters Score -1.174039e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -11740489.000000 Penalty: 3722.719971
	Iteration 15Q: 3 clusters Score -1.174049e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71222 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -11740683.000000 Penalty: 3722.719971
	Iteration 16Q: 3 clusters Score -1.174068e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -11740832.000000 Penalty: 3722.719971
	Iteration 17Q: 3 clusters Score -1.174083e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -11740988.000000 Penalty: 3722.719971
	Iteration 18Q: 3 clusters Score -1.174099e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -11741075.000000 Penalty: 3722.719971
	Iteration 19Q: 3 clusters Score -1.174108e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -11741183.000000 Penalty: 3722.719971
	Iteration 20F: 3 clusters Score -1.174118e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -11741271.000000 Penalty: 3722.719971
	Iteration 21Q: 3 clusters Score -1.174127e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -11741399.000000 Penalty: 3722.719971
	Iteration 22Q: 3 clusters Score -1.17414e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -11741488.000000 Penalty: 3722.719971
	Iteration 23Q: 3 clusters Score -1.174149e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -11741596.000000 Penalty: 3722.719971
	Iteration 24Q: 3 clusters Score -1.17416e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74692 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -11741701.000000 Penalty: 3722.719971
	Iteration 25Q: 3 clusters Score -1.17417e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -11741872.000000 Penalty: 3722.719971
	Iteration 26Q: 3 clusters Score -1.174187e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -11742140.000000 Penalty: 3722.719971
	Iteration 27Q: 3 clusters Score -1.174214e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -11742457.000000 Penalty: 3722.719971
	Iteration 28Q: 3 clusters Score -1.174246e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -11742783.000000 Penalty: 3722.719971
	Iteration 29Q: 3 clusters Score -1.174278e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -11743166.000000 Penalty: 3722.719971
	Iteration 30Q: 3 clusters Score -1.174317e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -11743490.000000 Penalty: 3722.719971
	Iteration 31Q: 3 clusters Score -1.174349e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -11743799.000000 Penalty: 3722.719971
	Iteration 32Q: 3 clusters Score -1.17438e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -11744068.000000 Penalty: 3722.719971
	Iteration 33Q: 3 clusters Score -1.174407e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -11744375.000000 Penalty: 3722.719971
	Iteration 34Q: 3 clusters Score -1.174438e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -11744747.000000 Penalty: 3722.719971
	Iteration 35Q: 3 clusters Score -1.174475e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -11744863.000000 Penalty: 3722.719971
	Iteration 36Q: 3 clusters Score -1.174486e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -11744989.000000 Penalty: 3722.719971
	Iteration 37Q: 3 clusters Score -1.174499e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -11745027.000000 Penalty: 3722.719971
	Iteration 38Q: 3 clusters Score -1.174503e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -11744992.000000 Penalty: 3722.719971
	Iteration 39Q: 3 clusters Score -1.174499e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -11745073.000000 Penalty: 3722.719971
	Iteration 40F: 3 clusters Score -1.174507e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -11745163.000000 Penalty: 3722.719971
	Iteration 41Q: 3 clusters Score -1.174516e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -11745260.000000 Penalty: 3722.719971
	Iteration 42Q: 3 clusters Score -1.174526e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91221 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -11745243.000000 Penalty: 3722.719971
	Iteration 43Q: 3 clusters Score -1.174524e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91746 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -11745344.000000 Penalty: 3722.719971
	Iteration 44Q: 3 clusters Score -1.174534e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -11745357.000000 Penalty: 3722.719971
	Iteration 45Q: 3 clusters Score -1.174536e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -11745462.000000 Penalty: 3722.719971
	Iteration 46Q: 3 clusters Score -1.174546e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92762 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11745520.000000 Penalty: 3722.719971
	Iteration 47Q: 3 clusters Score -1.174552e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -11745499.000000 Penalty: 3722.719971
	Iteration 48Q: 3 clusters Score -1.17455e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -11745517.000000 Penalty: 3722.719971
	Iteration 49Q: 3 clusters Score -1.174552e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11745533.000000 Penalty: 3722.719971
	Iteration 50Q: 3 clusters Score -1.174553e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11745529.000000 Penalty: 3722.719971
	Iteration 51Q: 3 clusters Score -1.174553e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93365 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11745528.000000 Penalty: 3722.719971
	Iteration 52Q: 3 clusters Score -1.174553e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11745531.000000 Penalty: 3722.719971
	Iteration 53Q: 3 clusters Score -1.174553e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11745544.000000 Penalty: 3722.719971
	Iteration 54Q: 3 clusters Score -1.174554e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11745540.000000 Penalty: 3722.719971
	Iteration 55Q: 3 clusters Score -1.174554e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11745552.000000 Penalty: 3722.719971
	Iteration 56Q: 3 clusters Score -1.174555e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93578 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11745556.000000 Penalty: 3722.719971
	Iteration 57Q: 3 clusters Score -1.174556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -11745545.000000 Penalty: 3722.719971
	Iteration 58Q: 3 clusters Score -1.174554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11745554.000000 Penalty: 3722.719971
	Iteration 59Q: 3 clusters Score -1.174555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11745560.000000 Penalty: 3722.719971
	Iteration 60F: 3 clusters Score -1.174556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11745560.000000 Penalty: 3722.719971
	Iteration 61Q: 3 clusters Score -1.174556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93653 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11745556.000000 Penalty: 3722.719971
	Iteration 62Q: 3 clusters Score -1.174556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11745552.000000 Penalty: 3722.719971
	Iteration 63Q: 3 clusters Score -1.174555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11745553.000000 Penalty: 3722.719971
	Iteration 64Q: 3 clusters Score -1.174555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11745559.000000 Penalty: 3722.719971
	Iteration 65Q: 3 clusters Score -1.174556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11745558.000000 Penalty: 3722.719971
	Iteration 66Q: 3 clusters Score -1.174556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11745561.000000 Penalty: 3722.719971
	Iteration 67Q: 3 clusters Score -1.174556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11745559.000000 Penalty: 3722.719971
	Iteration 68Q: 3 clusters Score -1.174556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -11745557.000000 Penalty: 3722.719971
	Iteration 69Q: 3 clusters Score -1.174556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11745552.000000 Penalty: 3722.719971
	Iteration 70Q: 3 clusters Score -1.174555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11745558.000000 Penalty: 3722.719971
	Iteration 71Q: 3 clusters Score -1.174556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11745567.000000 Penalty: 3722.719971
	Iteration 72Q: 3 clusters Score -1.174557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11745567.000000 Penalty: 3722.719971
	Iteration 73F: 3 clusters Score -1.174557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 81059 members 
Mstep: Class 3 contains 83832 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28541 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 93727 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 9327 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 95262 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48370 members 
Mstep: Class 25 contains 50339 members 
Mstep: Class 26 contains 85794 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7584 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6970 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 94327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238264.000000 Penalty: 75375.343750
Iteration 319Q: 35 clusters Score -1.022383e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 81045 members 
Mstep: Class 3 contains 83832 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28542 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 93725 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 11 contains 6872 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 9236 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10022 members 
Mstep: Class 20 contains 95254 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48371 members 
Mstep: Class 25 contains 50381 members 
Mstep: Class 26 contains 85839 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7581 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6970 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238176.000000 Penalty: 75375.343750
Iteration 320F: 35 clusters Score -1.022382e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 81042 members 
Mstep: Class 3 contains 83832 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28542 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49075 members 
Mstep: Class 8 contains 93721 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13308 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 12 contains 3315 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10022 members 
Mstep: Class 20 contains 95246 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48375 members 
Mstep: Class 25 contains 50418 members 
Mstep: Class 26 contains 85869 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7581 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6970 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238112.000000 Penalty: 75375.343750
Iteration 321Q: 35 clusters Score -1.022381e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 81045 members 
Mstep: Class 3 contains 83839 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28542 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49075 members 
Mstep: Class 8 contains 93724 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13307 members 
Mstep: Class 11 contains 6876 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 9061 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5157 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10022 members 
Mstep: Class 20 contains 95236 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48375 members 
Mstep: Class 25 contains 50447 members 
Mstep: Class 26 contains 85894 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7581 members 
Mstep: Class 30 contains 2015 members 
Mstep: Class 31 contains 6970 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238112.000000 Penalty: 75375.343750
Iteration 322Q: 35 clusters Score -1.022381e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 81039 members 
Mstep: Class 3 contains 83833 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28541 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49075 members 
Mstep: Class 8 contains 93726 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13308 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 8968 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5156 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10024 members 
Mstep: Class 20 contains 95225 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48373 members 
Mstep: Class 25 contains 50491 members 
Mstep: Class 26 contains 85930 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7577 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6970 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238040.000000 Penalty: 75375.343750
Iteration 323Q: 35 clusters Score -1.02238e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 81040 members 
Mstep: Class 3 contains 83823 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28543 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 93725 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13307 members 
Mstep: Class 11 contains 6880 members 
Mstep: Class 12 contains 3309 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5156 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 95214 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48373 members 
Mstep: Class 25 contains 50533 members 
Mstep: Class 26 contains 85992 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7577 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6971 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238224.000000 Penalty: 75375.343750
Iteration 324Q: 35 clusters Score -1.022382e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 81049 members 
Mstep: Class 3 contains 83811 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28543 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49078 members 
Mstep: Class 8 contains 93728 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13305 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 8802 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 95214 members 
Mstep: Class 21 contains 6731 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48373 members 
Mstep: Class 25 contains 50568 members 
Mstep: Class 26 contains 86057 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7573 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6972 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238048.000000 Penalty: 75375.343750
Iteration 325Q: 35 clusters Score -1.02238e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 81045 members 
Mstep: Class 3 contains 83819 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28543 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 93734 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13305 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 8736 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 95199 members 
Mstep: Class 21 contains 6729 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48372 members 
Mstep: Class 25 contains 50583 members 
Mstep: Class 26 contains 86121 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7568 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6973 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237976.000000 Penalty: 75375.343750
Iteration 326Q: 35 clusters Score -1.02238e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 81047 members 
Mstep: Class 3 contains 83820 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28543 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49084 members 
Mstep: Class 8 contains 93735 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13305 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 8673 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 95186 members 
Mstep: Class 21 contains 6723 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48371 members 
Mstep: Class 25 contains 50602 members 
Mstep: Class 26 contains 86185 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7564 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6973 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238088.000000 Penalty: 75375.343750
Iteration 327Q: 35 clusters Score -1.022381e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 81048 members 
Mstep: Class 3 contains 83823 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28543 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49084 members 
Mstep: Class 8 contains 93737 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13302 members 
Mstep: Class 11 contains 6899 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 8590 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 95181 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48373 members 
Mstep: Class 25 contains 50624 members 
Mstep: Class 26 contains 86233 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7564 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238200.000000 Penalty: 75375.343750
Iteration 328Q: 35 clusters Score -1.022382e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 81043 members 
Mstep: Class 3 contains 83843 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28543 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49083 members 
Mstep: Class 8 contains 93733 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13297 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 8517 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10024 members 
Mstep: Class 20 contains 95175 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48379 members 
Mstep: Class 25 contains 50651 members 
Mstep: Class 26 contains 86288 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7562 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238256.000000 Penalty: 75375.343750
Iteration 329Q: 35 clusters Score -1.022383e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 81059 members 
Mstep: Class 3 contains 83856 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49084 members 
Mstep: Class 8 contains 93733 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13294 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 8438 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10024 members 
Mstep: Class 20 contains 95162 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48384 members 
Mstep: Class 25 contains 50678 members 
Mstep: Class 26 contains 86335 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7561 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238256.000000 Penalty: 75375.343750
Iteration 330Q: 35 clusters Score -1.022383e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 81100 members 
Mstep: Class 3 contains 83854 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28546 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49085 members 
Mstep: Class 8 contains 93733 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13291 members 
Mstep: Class 11 contains 6905 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 95157 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48386 members 
Mstep: Class 25 contains 50701 members 
Mstep: Class 26 contains 86375 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7557 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238320.000000 Penalty: 75375.343750
Iteration 331Q: 35 clusters Score -1.022383e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 81111 members 
Mstep: Class 3 contains 83856 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28546 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49087 members 
Mstep: Class 8 contains 93736 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13295 members 
Mstep: Class 11 contains 6908 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10024 members 
Mstep: Class 20 contains 95159 members 
Mstep: Class 21 contains 6683 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48389 members 
Mstep: Class 25 contains 50718 members 
Mstep: Class 26 contains 86433 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7550 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238448.000000 Penalty: 75375.343750
Iteration 332Q: 35 clusters Score -1.022384e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 81127 members 
Mstep: Class 3 contains 83857 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28546 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49090 members 
Mstep: Class 8 contains 93736 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13298 members 
Mstep: Class 11 contains 6916 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 8163 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5156 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10027 members 
Mstep: Class 20 contains 95156 members 
Mstep: Class 21 contains 6678 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48390 members 
Mstep: Class 25 contains 50728 members 
Mstep: Class 26 contains 86494 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7542 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238432.000000 Penalty: 75375.343750
Iteration 333Q: 35 clusters Score -1.022384e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 81123 members 
Mstep: Class 3 contains 83856 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28547 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49093 members 
Mstep: Class 8 contains 93737 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 13297 members 
Mstep: Class 11 contains 6925 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 8082 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10027 members 
Mstep: Class 20 contains 95153 members 
Mstep: Class 21 contains 6679 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48390 members 
Mstep: Class 25 contains 50744 members 
Mstep: Class 26 contains 86534 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7537 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238376.000000 Penalty: 75375.343750
Iteration 334Q: 35 clusters Score -1.022384e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 81127 members 
Mstep: Class 3 contains 83847 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28548 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49094 members 
Mstep: Class 8 contains 93737 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13298 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 8006 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3654 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10028 members 
Mstep: Class 20 contains 95150 members 
Mstep: Class 21 contains 6680 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48384 members 
Mstep: Class 25 contains 50778 members 
Mstep: Class 26 contains 86560 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7536 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238416.000000 Penalty: 75375.343750
Iteration 335Q: 35 clusters Score -1.022384e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 81131 members 
Mstep: Class 3 contains 83845 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28550 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49096 members 
Mstep: Class 8 contains 93734 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13297 members 
Mstep: Class 11 contains 6929 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 7913 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3654 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10028 members 
Mstep: Class 20 contains 95154 members 
Mstep: Class 21 contains 6680 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48381 members 
Mstep: Class 25 contains 50796 members 
Mstep: Class 26 contains 86599 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7534 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238416.000000 Penalty: 75375.343750
Iteration 336Q: 35 clusters Score -1.022384e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 81108 members 
Mstep: Class 3 contains 83848 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28551 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49091 members 
Mstep: Class 8 contains 93738 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13300 members 
Mstep: Class 11 contains 6932 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 7839 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3655 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10029 members 
Mstep: Class 20 contains 95151 members 
Mstep: Class 21 contains 6673 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48380 members 
Mstep: Class 25 contains 50817 members 
Mstep: Class 26 contains 86630 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7533 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238304.000000 Penalty: 75375.343750
Iteration 337Q: 35 clusters Score -1.022383e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 81094 members 
Mstep: Class 3 contains 83839 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28552 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49090 members 
Mstep: Class 8 contains 93741 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13299 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 7769 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10028 members 
Mstep: Class 20 contains 95154 members 
Mstep: Class 21 contains 6678 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48379 members 
Mstep: Class 25 contains 50818 members 
Mstep: Class 26 contains 86677 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7531 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238152.000000 Penalty: 75375.343750
Iteration 338Q: 35 clusters Score -1.022382e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 81093 members 
Mstep: Class 3 contains 83829 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49089 members 
Mstep: Class 8 contains 93743 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13300 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 7703 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10027 members 
Mstep: Class 20 contains 95158 members 
Mstep: Class 21 contains 6676 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48382 members 
Mstep: Class 25 contains 50827 members 
Mstep: Class 26 contains 86715 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7531 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238328.000000 Penalty: 75375.343750
Iteration 339Q: 35 clusters Score -1.022383e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 81082 members 
Mstep: Class 3 contains 83839 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49091 members 
Mstep: Class 8 contains 93737 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13294 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 7636 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10027 members 
Mstep: Class 20 contains 95159 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48387 members 
Mstep: Class 25 contains 50826 members 
Mstep: Class 26 contains 86769 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7530 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238496.000000 Penalty: 75375.343750
Iteration 340F: 35 clusters Score -1.022385e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 81082 members 
Mstep: Class 3 contains 83839 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28554 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49092 members 
Mstep: Class 8 contains 93735 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13292 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 7578 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10029 members 
Mstep: Class 20 contains 95159 members 
Mstep: Class 21 contains 6671 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48391 members 
Mstep: Class 25 contains 50844 members 
Mstep: Class 26 contains 86782 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7530 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238528.000000 Penalty: 75375.343750
Iteration 341Q: 35 clusters Score -1.022385e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 81086 members 
Mstep: Class 3 contains 83854 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49094 members 
Mstep: Class 8 contains 93731 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13290 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10030 members 
Mstep: Class 20 contains 95157 members 
Mstep: Class 21 contains 6670 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48390 members 
Mstep: Class 25 contains 50851 members 
Mstep: Class 26 contains 86821 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7530 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238488.000000 Penalty: 75375.343750
Iteration 342Q: 35 clusters Score -1.022385e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 81071 members 
Mstep: Class 3 contains 83860 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28555 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49096 members 
Mstep: Class 8 contains 93725 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13291 members 
Mstep: Class 11 contains 6939 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10030 members 
Mstep: Class 20 contains 95169 members 
Mstep: Class 21 contains 6671 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48389 members 
Mstep: Class 25 contains 50865 members 
Mstep: Class 26 contains 86856 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7529 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238456.000000 Penalty: 75375.343750
Iteration 343Q: 35 clusters Score -1.022385e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 81062 members 
Mstep: Class 3 contains 83865 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28555 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49097 members 
Mstep: Class 8 contains 93716 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13291 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 7411 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10030 members 
Mstep: Class 20 contains 95174 members 
Mstep: Class 21 contains 6673 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48391 members 
Mstep: Class 25 contains 50881 members 
Mstep: Class 26 contains 86902 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7528 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238352.000000 Penalty: 75375.343750
Iteration 344Q: 35 clusters Score -1.022384e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 81048 members 
Mstep: Class 3 contains 83876 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49096 members 
Mstep: Class 8 contains 93710 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13286 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 7365 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10030 members 
Mstep: Class 20 contains 95178 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48391 members 
Mstep: Class 25 contains 50901 members 
Mstep: Class 26 contains 86947 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7528 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238216.000000 Penalty: 75375.343750
Iteration 345Q: 35 clusters Score -1.022382e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 81056 members 
Mstep: Class 3 contains 83863 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28555 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49098 members 
Mstep: Class 8 contains 93699 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13283 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 7311 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10030 members 
Mstep: Class 20 contains 95184 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48392 members 
Mstep: Class 25 contains 50924 members 
Mstep: Class 26 contains 86995 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7528 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238240.000000 Penalty: 75375.343750
Iteration 346Q: 35 clusters Score -1.022382e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 81065 members 
Mstep: Class 3 contains 83861 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28555 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49098 members 
Mstep: Class 8 contains 93698 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 7255 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10030 members 
Mstep: Class 20 contains 95194 members 
Mstep: Class 21 contains 6676 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48390 members 
Mstep: Class 25 contains 50933 members 
Mstep: Class 26 contains 87034 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7528 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238200.000000 Penalty: 75375.343750
Iteration 347Q: 35 clusters Score -1.022382e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 81071 members 
Mstep: Class 3 contains 83863 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28557 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49100 members 
Mstep: Class 8 contains 93696 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13281 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 7197 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10030 members 
Mstep: Class 20 contains 95197 members 
Mstep: Class 21 contains 6677 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48388 members 
Mstep: Class 25 contains 50948 members 
Mstep: Class 26 contains 87045 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7528 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238176.000000 Penalty: 75375.343750
Iteration 348Q: 35 clusters Score -1.022382e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 81089 members 
Mstep: Class 3 contains 83875 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49098 members 
Mstep: Class 8 contains 93689 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13278 members 
Mstep: Class 11 contains 6951 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10030 members 
Mstep: Class 20 contains 95192 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48389 members 
Mstep: Class 25 contains 50961 members 
Mstep: Class 26 contains 87043 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7526 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6974 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238216.000000 Penalty: 75375.343750
Iteration 349Q: 35 clusters Score -1.022382e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 81093 members 
Mstep: Class 3 contains 83891 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28557 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49096 members 
Mstep: Class 8 contains 93688 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13275 members 
Mstep: Class 11 contains 6951 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 7089 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10030 members 
Mstep: Class 20 contains 95192 members 
Mstep: Class 21 contains 6670 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48385 members 
Mstep: Class 25 contains 50979 members 
Mstep: Class 26 contains 87051 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7525 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238072.000000 Penalty: 75375.343750
Iteration 350Q: 35 clusters Score -1.022381e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 81099 members 
Mstep: Class 3 contains 83897 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28557 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49094 members 
Mstep: Class 8 contains 93686 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13274 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 7031 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95198 members 
Mstep: Class 21 contains 6664 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48385 members 
Mstep: Class 25 contains 51007 members 
Mstep: Class 26 contains 87055 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7523 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237864.000000 Penalty: 75375.343750
Iteration 351Q: 35 clusters Score -1.022379e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 81101 members 
Mstep: Class 3 contains 83903 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49094 members 
Mstep: Class 8 contains 93688 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 6971 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95200 members 
Mstep: Class 21 contains 6656 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48380 members 
Mstep: Class 25 contains 51025 members 
Mstep: Class 26 contains 87074 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7523 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237848.000000 Penalty: 75375.343750
Iteration 352Q: 35 clusters Score -1.022378e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 81098 members 
Mstep: Class 3 contains 83912 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28557 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49093 members 
Mstep: Class 8 contains 93686 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13274 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 6918 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95204 members 
Mstep: Class 21 contains 6652 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48375 members 
Mstep: Class 25 contains 51038 members 
Mstep: Class 26 contains 87086 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7523 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237776.000000 Penalty: 75375.343750
Iteration 353Q: 35 clusters Score -1.022378e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 81105 members 
Mstep: Class 3 contains 83920 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49092 members 
Mstep: Class 8 contains 93683 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13272 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95207 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48373 members 
Mstep: Class 25 contains 51046 members 
Mstep: Class 26 contains 87091 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7523 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237712.000000 Penalty: 75375.343750
Iteration 354Q: 35 clusters Score -1.022377e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 81102 members 
Mstep: Class 3 contains 83924 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49092 members 
Mstep: Class 8 contains 93679 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13273 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95207 members 
Mstep: Class 21 contains 6646 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48373 members 
Mstep: Class 25 contains 51057 members 
Mstep: Class 26 contains 87107 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7523 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237720.000000 Penalty: 75375.343750
Iteration 355Q: 35 clusters Score -1.022377e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 81107 members 
Mstep: Class 3 contains 83915 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49091 members 
Mstep: Class 8 contains 93680 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13272 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 6759 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3659 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95209 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48379 members 
Mstep: Class 25 contains 51073 members 
Mstep: Class 26 contains 87115 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7523 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237704.000000 Penalty: 75375.343750
Iteration 356Q: 35 clusters Score -1.022377e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 81116 members 
Mstep: Class 3 contains 83905 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28555 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49088 members 
Mstep: Class 8 contains 93679 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13271 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3660 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95212 members 
Mstep: Class 21 contains 6636 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48380 members 
Mstep: Class 25 contains 51100 members 
Mstep: Class 26 contains 87128 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7523 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237592.000000 Penalty: 75375.343750
Iteration 357Q: 35 clusters Score -1.022376e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 81133 members 
Mstep: Class 3 contains 83913 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 93686 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13272 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95205 members 
Mstep: Class 21 contains 6628 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48378 members 
Mstep: Class 25 contains 51130 members 
Mstep: Class 26 contains 87143 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7523 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237664.000000 Penalty: 75375.343750
Iteration 358Q: 35 clusters Score -1.022377e+08 nChanged 269
Entering ConstructFrom: 
Score: -102237664.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (39371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Entering Unmasked Estep 
Score: -4779784.500000 Penalty: 1719.377563
	Iteration 0F: 2 clusters Score -4779784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -4753429.500000 Penalty: 3438.755127
	Iteration 0F: 3 clusters Score -4753430 nChanged 18267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4763718.500000 Penalty: 3438.755127
	Iteration 1F: 3 clusters Score -4763718 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4764150.500000 Penalty: 3438.755127
	Iteration 2Q: 3 clusters Score -4764150 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -4764625.000000 Penalty: 3438.755127
	Iteration 3Q: 3 clusters Score -4764625 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4765215.500000 Penalty: 3438.755127
	Iteration 4Q: 3 clusters Score -4765216 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -4766031.000000 Penalty: 3438.755127
	Iteration 5Q: 3 clusters Score -4766031 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4767299.000000 Penalty: 3438.755127
	Iteration 6F: 3 clusters Score -4767299 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4769111.000000 Penalty: 3438.755127
	Iteration 7F: 3 clusters Score -4769111 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4771165.500000 Penalty: 3438.755127
	Iteration 8F: 3 clusters Score -4771166 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4773124.500000 Penalty: 3438.755127
	Iteration 9F: 3 clusters Score -4773124 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4774504.500000 Penalty: 3438.755127
	Iteration 10F: 3 clusters Score -4774504 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4775351.500000 Penalty: 3438.755127
	Iteration 11Q: 3 clusters Score -4775352 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4775814.500000 Penalty: 3438.755127
	Iteration 12Q: 3 clusters Score -4775814 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4776061.500000 Penalty: 3438.755127
	Iteration 13Q: 3 clusters Score -4776062 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -4776247.500000 Penalty: 3438.755127
	Iteration 14Q: 3 clusters Score -4776248 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -4776406.500000 Penalty: 3438.755127
	Iteration 15Q: 3 clusters Score -4776406 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -4776534.500000 Penalty: 3438.755127
	Iteration 16Q: 3 clusters Score -4776534 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -4776628.500000 Penalty: 3438.755127
	Iteration 17Q: 3 clusters Score -4776628 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -4776712.000000 Penalty: 3438.755127
	Iteration 18Q: 3 clusters Score -4776712 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4776777.000000 Penalty: 3438.755127
	Iteration 19Q: 3 clusters Score -4776777 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -4776821.000000 Penalty: 3438.755127
	Iteration 20F: 3 clusters Score -4776821 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4776856.000000 Penalty: 3438.755127
	Iteration 21Q: 3 clusters Score -4776856 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4776910.000000 Penalty: 3438.755127
	Iteration 22Q: 3 clusters Score -4776910 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4776948.000000 Penalty: 3438.755127
	Iteration 23Q: 3 clusters Score -4776948 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4776988.500000 Penalty: 3438.755127
	Iteration 24Q: 3 clusters Score -4776988 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -4777039.500000 Penalty: 3438.755127
	Iteration 25Q: 3 clusters Score -4777040 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4777066.500000 Penalty: 3438.755127
	Iteration 26Q: 3 clusters Score -4777066 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -4777097.500000 Penalty: 3438.755127
	Iteration 27Q: 3 clusters Score -4777098 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -4777127.500000 Penalty: 3438.755127
	Iteration 28Q: 3 clusters Score -4777128 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -4777148.000000 Penalty: 3438.755127
	Iteration 29Q: 3 clusters Score -4777148 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -4777176.500000 Penalty: 3438.755127
	Iteration 30Q: 3 clusters Score -4777176 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -4777227.500000 Penalty: 3438.755127
	Iteration 31Q: 3 clusters Score -4777228 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -4777239.000000 Penalty: 3438.755127
	Iteration 32Q: 3 clusters Score -4777239 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -4777279.500000 Penalty: 3438.755127
	Iteration 33Q: 3 clusters Score -4777280 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4777294.500000 Penalty: 3438.755127
	Iteration 34Q: 3 clusters Score -4777294 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -4777297.000000 Penalty: 3438.755127
	Iteration 35Q: 3 clusters Score -4777297 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4777316.000000 Penalty: 3438.755127
	Iteration 36Q: 3 clusters Score -4777316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4777336.000000 Penalty: 3438.755127
	Iteration 37Q: 3 clusters Score -4777336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -4777370.500000 Penalty: 3438.755127
	Iteration 38Q: 3 clusters Score -4777370 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -4777380.000000 Penalty: 3438.755127
	Iteration 39Q: 3 clusters Score -4777380 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -4777391.500000 Penalty: 3438.755127
	Iteration 40F: 3 clusters Score -4777392 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4777401.000000 Penalty: 3438.755127
	Iteration 41Q: 3 clusters Score -4777401 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -4777408.000000 Penalty: 3438.755127
	Iteration 42Q: 3 clusters Score -4777408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4777414.500000 Penalty: 3438.755127
	Iteration 43Q: 3 clusters Score -4777414 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -4777421.000000 Penalty: 3438.755127
	Iteration 44Q: 3 clusters Score -4777421 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4777444.000000 Penalty: 3438.755127
	Iteration 45Q: 3 clusters Score -4777444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -4777451.000000 Penalty: 3438.755127
	Iteration 46Q: 3 clusters Score -4777451 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -4777467.000000 Penalty: 3438.755127
	Iteration 47Q: 3 clusters Score -4777467 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -4777459.000000 Penalty: 3438.755127
	Iteration 48Q: 3 clusters Score -4777459 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -4777486.500000 Penalty: 3438.755127
	Iteration 49Q: 3 clusters Score -4777486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -4777501.500000 Penalty: 3438.755127
	Iteration 50Q: 3 clusters Score -4777502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -4777520.000000 Penalty: 3438.755127
	Iteration 51Q: 3 clusters Score -4777520 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4777513.000000 Penalty: 3438.755127
	Iteration 52Q: 3 clusters Score -4777513 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -4777528.500000 Penalty: 3438.755127
	Iteration 53Q: 3 clusters Score -4777528 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4777556.000000 Penalty: 3438.755127
	Iteration 54Q: 3 clusters Score -4777556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -4777557.500000 Penalty: 3438.755127
	Iteration 55Q: 3 clusters Score -4777558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -4777574.500000 Penalty: 3438.755127
	Iteration 56Q: 3 clusters Score -4777574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -4777561.000000 Penalty: 3438.755127
	Iteration 57Q: 3 clusters Score -4777561 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4777574.000000 Penalty: 3438.755127
	Iteration 58Q: 3 clusters Score -4777574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -4777578.000000 Penalty: 3438.755127
	Iteration 59Q: 3 clusters Score -4777578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -4777593.000000 Penalty: 3438.755127
	Iteration 60F: 3 clusters Score -4777593 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -4777586.000000 Penalty: 3438.755127
	Iteration 61Q: 3 clusters Score -4777586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -4777601.500000 Penalty: 3438.755127
	Iteration 62Q: 3 clusters Score -4777602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4777616.000000 Penalty: 3438.755127
	Iteration 63Q: 3 clusters Score -4777616 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4777618 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4777619 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4777628 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4777630 nChanged 56
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Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4777639 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4777646 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4777657 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4777667 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4777657 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9039 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4777664 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4777670 nChanged 47
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Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4777665 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4777670 nChanged 44
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Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4777660 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4777661 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4777670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4777669 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4777673 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4777663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4777662 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4777673 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4777692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4777704 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8293 members 
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Entering Unmasked Estep 
Score: -4777714.500000 Penalty: 3438.755127
	Iteration 87Q: 3 clusters Score -4777714 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4777722 nChanged 59
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Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4777728 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4777736 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8060 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4777741 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4777744 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7938 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4777748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4777770 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4777770 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 31662 members 
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	Iteration 96Q: 3 clusters Score -4777782 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4777802 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7512 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4777824 nChanged 93
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Mstep: Class 1 contains 7419 members 
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	Iteration 99Q: 3 clusters Score -4777848 nChanged 96
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Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4777850 nChanged 96
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Mstep: Class 1 contains 7227 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4777864 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4777873 nChanged 79
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Mstep: Class 1 contains 7062 members 
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	Iteration 103Q: 3 clusters Score -4777866 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6985 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4777860 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6917 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4777868 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4777881.000000 Penalty: 3438.755127
	Iteration 106Q: 3 clusters Score -4777881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4777903 nChanged 67
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Mstep: Class 1 contains 6715 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4777900 nChanged 75
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Mstep: Class 1 contains 6640 members 
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	Iteration 109Q: 3 clusters Score -4777905 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6587 members 
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	Iteration 110Q: 3 clusters Score -4777906 nChanged 44
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Mstep: Class 1 contains 6543 members 
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Entering Unmasked Estep 
Score: -4777911.500000 Penalty: 3438.755127
	Iteration 111Q: 3 clusters Score -4777912 nChanged 47
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Mstep: Class 1 contains 6496 members 
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	Iteration 112Q: 3 clusters Score -4777926 nChanged 47
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Mstep: Class 1 contains 6449 members 
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	Iteration 113Q: 3 clusters Score -4777924 nChanged 50
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Mstep: Class 1 contains 6399 members 
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	Iteration 114Q: 3 clusters Score -4777946 nChanged 49
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Mstep: Class 1 contains 6350 members 
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	Iteration 115Q: 3 clusters Score -4777954 nChanged 57
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Mstep: Class 1 contains 6293 members 
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	Iteration 116Q: 3 clusters Score -4777962 nChanged 55
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Mstep: Class 1 contains 6238 members 
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	Iteration 117Q: 3 clusters Score -4777974 nChanged 49
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Mstep: Class 1 contains 6191 members 
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	Iteration 118Q: 3 clusters Score -4777986 nChanged 44
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Mstep: Class 1 contains 6147 members 
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	Iteration 119Q: 3 clusters Score -4778006 nChanged 37
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Mstep: Class 1 contains 6110 members 
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	Iteration 120F: 3 clusters Score -4777996 nChanged 46
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Mstep: Class 1 contains 6064 members 
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	Iteration 121Q: 3 clusters Score -4778006 nChanged 34
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Mstep: Class 1 contains 6030 members 
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	Iteration 122Q: 3 clusters Score -4778001 nChanged 25
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Mstep: Class 1 contains 6005 members 
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	Iteration 123Q: 3 clusters Score -4777996 nChanged 32
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Mstep: Class 1 contains 5973 members 
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Entering Unmasked Estep 
Score: -4778002.500000 Penalty: 3438.755127
	Iteration 124Q: 3 clusters Score -4778002 nChanged 25
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Mstep: Class 1 contains 5948 members 
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	Iteration 125Q: 3 clusters Score -4778010 nChanged 29
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Mstep: Class 1 contains 5919 members 
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	Iteration 126Q: 3 clusters Score -4778005 nChanged 32
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Mstep: Class 1 contains 5887 members 
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	Iteration 127Q: 3 clusters Score -4778010 nChanged 34
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Mstep: Class 1 contains 5853 members 
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Entering Unmasked Estep 
Score: -4778021.000000 Penalty: 3438.755127
	Iteration 128Q: 3 clusters Score -4778021 nChanged 39
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Mstep: Class 1 contains 5814 members 
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Score: -4778012.500000 Penalty: 3438.755127
	Iteration 129Q: 3 clusters Score -4778012 nChanged 44
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Mstep: Class 1 contains 5770 members 
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Score: -4778023.500000 Penalty: 3438.755127
	Iteration 130Q: 3 clusters Score -4778024 nChanged 33
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Mstep: Class 1 contains 5737 members 
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	Iteration 131Q: 3 clusters Score -4778022 nChanged 26
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Mstep: Class 1 contains 5711 members 
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Entering Unmasked Estep 
Score: -4778016.000000 Penalty: 3438.755127
	Iteration 132Q: 3 clusters Score -4778016 nChanged 24
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Mstep: Class 1 contains 5687 members 
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Entering Unmasked Estep 
Score: -4778020.500000 Penalty: 3438.755127
	Iteration 133Q: 3 clusters Score -4778020 nChanged 33
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Mstep: Class 1 contains 5654 members 
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Entering Unmasked Estep 
Score: -4778018.000000 Penalty: 3438.755127
	Iteration 134Q: 3 clusters Score -4778018 nChanged 26
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	Iteration 135Q: 3 clusters Score -4778016 nChanged 27
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Entering Unmasked Estep 
Score: -4778015.000000 Penalty: 3438.755127
	Iteration 136Q: 3 clusters Score -4778015 nChanged 24
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Mstep: Class 1 contains 5577 members 
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	Iteration 137Q: 3 clusters Score -4778020 nChanged 28
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Mstep: Class 1 contains 5549 members 
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Entering Unmasked Estep 
Score: -4778032.500000 Penalty: 3438.755127
	Iteration 138Q: 3 clusters Score -4778032 nChanged 29
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Mstep: Class 1 contains 5520 members 
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	Iteration 139Q: 3 clusters Score -4778032 nChanged 29
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Mstep: Class 1 contains 5491 members 
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Entering Unmasked Estep 
Score: -4778035.500000 Penalty: 3438.755127
	Iteration 140F: 3 clusters Score -4778036 nChanged 26
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Mstep: Class 1 contains 5465 members 
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Entering Unmasked Estep 
Score: -4778039.500000 Penalty: 3438.755127
	Iteration 141Q: 3 clusters Score -4778040 nChanged 19
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Mstep: Class 1 contains 5446 members 
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Entering Unmasked Estep 
Score: -4778041.500000 Penalty: 3438.755127
	Iteration 142Q: 3 clusters Score -4778042 nChanged 13
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4778038 nChanged 10
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4778034 nChanged 8
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	Iteration 145Q: 3 clusters Score -4778036 nChanged 16
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Mstep: Class 1 contains 5399 members 
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Entering Unmasked Estep 
Score: -4778045.500000 Penalty: 3438.755127
	Iteration 146Q: 3 clusters Score -4778046 nChanged 14
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Mstep: Class 1 contains 5385 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4778046 nChanged 16
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Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4778045 nChanged 16
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Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4778052.000000 Penalty: 3438.755127
	Iteration 149Q: 3 clusters Score -4778052 nChanged 16
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Mstep: Class 1 contains 5337 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4778048 nChanged 12
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Entering Unmasked Estep 
Score: -4778051.500000 Penalty: 3438.755127
	Iteration 151Q: 3 clusters Score -4778052 nChanged 11
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4778048 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4778041.000000 Penalty: 3438.755127
	Iteration 153Q: 3 clusters Score -4778041 nChanged 25
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Mstep: Class 1 contains 5274 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4778046 nChanged 29
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Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4778051 nChanged 24
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Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -4778054.000000 Penalty: 3438.755127
	Iteration 156Q: 3 clusters Score -4778054 nChanged 18
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Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4778048 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -4778043.000000 Penalty: 3438.755127
	Iteration 158Q: 3 clusters Score -4778043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -4778042.000000 Penalty: 3438.755127
	Iteration 159Q: 3 clusters Score -4778042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -4778046.000000 Penalty: 3438.755127
	Iteration 160F: 3 clusters Score -4778046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4778042.000000 Penalty: 3438.755127
	Iteration 161Q: 3 clusters Score -4778042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -4778044.000000 Penalty: 3438.755127
	Iteration 162Q: 3 clusters Score -4778044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -4778053.500000 Penalty: 3438.755127
	Iteration 163Q: 3 clusters Score -4778054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4778056.000000 Penalty: 3438.755127
	Iteration 164Q: 3 clusters Score -4778056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4778060.000000 Penalty: 3438.755127
	Iteration 165Q: 3 clusters Score -4778060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4778062.000000 Penalty: 3438.755127
	Iteration 166Q: 3 clusters Score -4778062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4778054.500000 Penalty: 3438.755127
	Iteration 167Q: 3 clusters Score -4778054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4778067.500000 Penalty: 3438.755127
	Iteration 168Q: 3 clusters Score -4778068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4778065.500000 Penalty: 3438.755127
	Iteration 169Q: 3 clusters Score -4778066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -4778067.500000 Penalty: 3438.755127
	Iteration 170Q: 3 clusters Score -4778068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -4778075.000000 Penalty: 3438.755127
	Iteration 171Q: 3 clusters Score -4778075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -4778076.000000 Penalty: 3438.755127
	Iteration 172Q: 3 clusters Score -4778076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4778071.000000 Penalty: 3438.755127
	Iteration 173Q: 3 clusters Score -4778071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -4778076.500000 Penalty: 3438.755127
	Iteration 174Q: 3 clusters Score -4778076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4778076.500000 Penalty: 3438.755127
	Iteration 175Q: 3 clusters Score -4778076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4778080.500000 Penalty: 3438.755127
	Iteration 176Q: 3 clusters Score -4778080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -4778081.000000 Penalty: 3438.755127
	Iteration 177Q: 3 clusters Score -4778081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -4778080.500000 Penalty: 3438.755127
	Iteration 178Q: 3 clusters Score -4778080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4778083.000000 Penalty: 3438.755127
	Iteration 179Q: 3 clusters Score -4778083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4778079.500000 Penalty: 3438.755127
	Iteration 180F: 3 clusters Score -4778080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4778082.000000 Penalty: 3438.755127
	Iteration 181Q: 3 clusters Score -4778082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4778080.000000 Penalty: 3438.755127
	Iteration 182Q: 3 clusters Score -4778080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -4778082.000000 Penalty: 3438.755127
	Iteration 183Q: 3 clusters Score -4778082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4778083.000000 Penalty: 3438.755127
	Iteration 184Q: 3 clusters Score -4778083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -4778080.000000 Penalty: 3438.755127
	Iteration 185Q: 3 clusters Score -4778080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -4778083.500000 Penalty: 3438.755127
	Iteration 186Q: 3 clusters Score -4778084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4778078.000000 Penalty: 3438.755127
	Iteration 187Q: 3 clusters Score -4778078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4778077.500000 Penalty: 3438.755127
	Iteration 188Q: 3 clusters Score -4778078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4778081.500000 Penalty: 3438.755127
	Iteration 189Q: 3 clusters Score -4778082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4778086.500000 Penalty: 3438.755127
	Iteration 190Q: 3 clusters Score -4778086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4778089.500000 Penalty: 3438.755127
	Iteration 191Q: 3 clusters Score -4778090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4778087.500000 Penalty: 3438.755127
	Iteration 192Q: 3 clusters Score -4778088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4778087.500000 Penalty: 3438.755127
	Iteration 193F: 3 clusters Score -4778088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Entering Unmasked Estep 
Score: -10144092.000000 Penalty: 1836.932861
	Iteration 0F: 2 clusters Score -1.014409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -10090638.000000 Penalty: 3673.865723
	Iteration 0F: 3 clusters Score -1.009064e+07 nChanged 38775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -10113379.000000 Penalty: 3673.865723
	Iteration 1F: 3 clusters Score -1.011338e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -10114617.000000 Penalty: 3673.865723
	Iteration 2Q: 3 clusters Score -1.011462e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -10117028.000000 Penalty: 3673.865723
	Iteration 3F: 3 clusters Score -1.011703e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -10121327.000000 Penalty: 3673.865723
	Iteration 4F: 3 clusters Score -1.012133e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -10127577.000000 Penalty: 3673.865723
	Iteration 5F: 3 clusters Score -1.012758e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -10134141.000000 Penalty: 3673.865723
	Iteration 6F: 3 clusters Score -1.013414e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -10138982.000000 Penalty: 3673.865723
	Iteration 7F: 3 clusters Score -1.013898e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -10141388.000000 Penalty: 3673.865723
	Iteration 8Q: 3 clusters Score -1.014139e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -10142306.000000 Penalty: 3673.865723
	Iteration 9Q: 3 clusters Score -1.014231e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -10142599.000000 Penalty: 3673.865723
	Iteration 10Q: 3 clusters Score -1.01426e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -10142739.000000 Penalty: 3673.865723
	Iteration 11Q: 3 clusters Score -1.014274e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10142830.000000 Penalty: 3673.865723
	Iteration 12Q: 3 clusters Score -1.014283e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10142905.000000 Penalty: 3673.865723
	Iteration 13Q: 3 clusters Score -1.01429e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10142909.000000 Penalty: 3673.865723
	Iteration 14Q: 3 clusters Score -1.014291e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80151 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10142908.000000 Penalty: 3673.865723
	Iteration 15Q: 3 clusters Score -1.014291e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10142907.000000 Penalty: 3673.865723
	Iteration 16Q: 3 clusters Score -1.014291e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10142895.000000 Penalty: 3673.865723
	Iteration 17Q: 3 clusters Score -1.01429e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10142886.000000 Penalty: 3673.865723
	Iteration 18Q: 3 clusters Score -1.014289e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10142885.000000 Penalty: 3673.865723
	Iteration 19Q: 3 clusters Score -1.014288e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10142878.000000 Penalty: 3673.865723
	Iteration 20F: 3 clusters Score -1.014288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10142893.000000 Penalty: 3673.865723
	Iteration 21Q: 3 clusters Score -1.014289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10142882.000000 Penalty: 3673.865723
	Iteration 22Q: 3 clusters Score -1.014288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10142875.000000 Penalty: 3673.865723
	Iteration 23Q: 3 clusters Score -1.014288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10142871.000000 Penalty: 3673.865723
	Iteration 24Q: 3 clusters Score -1.014287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10142879.000000 Penalty: 3673.865723
	Iteration 25Q: 3 clusters Score -1.014288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10142865.000000 Penalty: 3673.865723
	Iteration 26Q: 3 clusters Score -1.014286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10142858.000000 Penalty: 3673.865723
	Iteration 27Q: 3 clusters Score -1.014286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10142863.000000 Penalty: 3673.865723
	Iteration 28Q: 3 clusters Score -1.014286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10142864.000000 Penalty: 3673.865723
	Iteration 29Q: 3 clusters Score -1.014286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10142850.000000 Penalty: 3673.865723
	Iteration 30Q: 3 clusters Score -1.014285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10142848.000000 Penalty: 3673.865723
	Iteration 31Q: 3 clusters Score -1.014285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10142867.000000 Penalty: 3673.865723
	Iteration 32Q: 3 clusters Score -1.014287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10142868.000000 Penalty: 3673.865723
	Iteration 33Q: 3 clusters Score -1.014287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10142869.000000 Penalty: 3673.865723
	Iteration 34Q: 3 clusters Score -1.014287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10142858.000000 Penalty: 3673.865723
	Iteration 35Q: 3 clusters Score -1.014286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10142850.000000 Penalty: 3673.865723
	Iteration 36Q: 3 clusters Score -1.014285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10142843.000000 Penalty: 3673.865723
	Iteration 37Q: 3 clusters Score -1.014284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10142846.000000 Penalty: 3673.865723
	Iteration 38Q: 3 clusters Score -1.014285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10142838.000000 Penalty: 3673.865723
	Iteration 39Q: 3 clusters Score -1.014284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10142844.000000 Penalty: 3673.865723
	Iteration 40F: 3 clusters Score -1.014284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10142848.000000 Penalty: 3673.865723
	Iteration 41Q: 3 clusters Score -1.014285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10142850.000000 Penalty: 3673.865723
	Iteration 42Q: 3 clusters Score -1.014285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10142843.000000 Penalty: 3673.865723
	Iteration 43Q: 3 clusters Score -1.014284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10142843.000000 Penalty: 3673.865723
	Iteration 44F: 3 clusters Score -1.014284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Entering Unmasked Estep 
Score: -10511675.000000 Penalty: 1842.347534
	Iteration 0F: 2 clusters Score -1.051168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -10457485.000000 Penalty: 3684.695068
	Iteration 0F: 3 clusters Score -1.045748e+07 nChanged 39966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -10480612.000000 Penalty: 3684.695068
	Iteration 1F: 3 clusters Score -1.048061e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -10481557.000000 Penalty: 3684.695068
	Iteration 2Q: 3 clusters Score -1.048156e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -10483091.000000 Penalty: 3684.695068
	Iteration 3Q: 3 clusters Score -1.048309e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -10485621.000000 Penalty: 3684.695068
	Iteration 4F: 3 clusters Score -1.048562e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -10489771.000000 Penalty: 3684.695068
	Iteration 5F: 3 clusters Score -1.048977e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -10495700.000000 Penalty: 3684.695068
	Iteration 6F: 3 clusters Score -1.04957e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -10502177.000000 Penalty: 3684.695068
	Iteration 7F: 3 clusters Score -1.050218e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -10505949.000000 Penalty: 3684.695068
	Iteration 8F: 3 clusters Score -1.050595e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -10506950.000000 Penalty: 3684.695068
	Iteration 9Q: 3 clusters Score -1.050695e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -10507313.000000 Penalty: 3684.695068
	Iteration 10Q: 3 clusters Score -1.050731e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -10507449.000000 Penalty: 3684.695068
	Iteration 11Q: 3 clusters Score -1.050745e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -10507548.000000 Penalty: 3684.695068
	Iteration 12Q: 3 clusters Score -1.050755e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -10507648.000000 Penalty: 3684.695068
	Iteration 13Q: 3 clusters Score -1.050765e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -10507720.000000 Penalty: 3684.695068
	Iteration 14Q: 3 clusters Score -1.050772e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
Score: -10507799.000000 Penalty: 3684.695068
	Iteration 15Q: 3 clusters Score -1.05078e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -10507840.000000 Penalty: 3684.695068
	Iteration 16Q: 3 clusters Score -1.050784e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -10507879.000000 Penalty: 3684.695068
	Iteration 17Q: 3 clusters Score -1.050788e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -10507932.000000 Penalty: 3684.695068
	Iteration 18Q: 3 clusters Score -1.050793e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -10507957.000000 Penalty: 3684.695068
	Iteration 19Q: 3 clusters Score -1.050796e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 69186 members 
Entering Unmasked Estep 
Score: -10508028.000000 Penalty: 3684.695068
	Iteration 20F: 3 clusters Score -1.050803e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -10508052.000000 Penalty: 3684.695068
	Iteration 21Q: 3 clusters Score -1.050805e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -10508100.000000 Penalty: 3684.695068
	Iteration 22Q: 3 clusters Score -1.05081e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -10508145.000000 Penalty: 3684.695068
	Iteration 23Q: 3 clusters Score -1.050814e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -10508189.000000 Penalty: 3684.695068
	Iteration 24Q: 3 clusters Score -1.050819e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -10508220.000000 Penalty: 3684.695068
	Iteration 25Q: 3 clusters Score -1.050822e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -10508251.000000 Penalty: 3684.695068
	Iteration 26Q: 3 clusters Score -1.050825e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -10508284.000000 Penalty: 3684.695068
	Iteration 27Q: 3 clusters Score -1.050828e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -10508344.000000 Penalty: 3684.695068
	Iteration 28Q: 3 clusters Score -1.050834e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -10508383.000000 Penalty: 3684.695068
	Iteration 29Q: 3 clusters Score -1.050838e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -10508424.000000 Penalty: 3684.695068
	Iteration 30Q: 3 clusters Score -1.050842e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -10508445.000000 Penalty: 3684.695068
	Iteration 31Q: 3 clusters Score -1.050844e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -10508476.000000 Penalty: 3684.695068
	Iteration 32Q: 3 clusters Score -1.050848e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 71191 members 
Entering Unmasked Estep 
Score: -10508487.000000 Penalty: 3684.695068
	Iteration 33Q: 3 clusters Score -1.050849e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -10508549.000000 Penalty: 3684.695068
	Iteration 34Q: 3 clusters Score -1.050855e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -10508602.000000 Penalty: 3684.695068
	Iteration 35Q: 3 clusters Score -1.05086e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -10508657.000000 Penalty: 3684.695068
	Iteration 36Q: 3 clusters Score -1.050866e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -10508660.000000 Penalty: 3684.695068
	Iteration 37Q: 3 clusters Score -1.050866e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -10508682.000000 Penalty: 3684.695068
	Iteration 38Q: 3 clusters Score -1.050868e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -10508741.000000 Penalty: 3684.695068
	Iteration 39Q: 3 clusters Score -1.050874e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -10508790.000000 Penalty: 3684.695068
	Iteration 40F: 3 clusters Score -1.050879e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -10508834.000000 Penalty: 3684.695068
	Iteration 41Q: 3 clusters Score -1.050883e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -10508856.000000 Penalty: 3684.695068
	Iteration 42Q: 3 clusters Score -1.050886e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -10508884.000000 Penalty: 3684.695068
	Iteration 43Q: 3 clusters Score -1.050888e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -10508888.000000 Penalty: 3684.695068
	Iteration 44Q: 3 clusters Score -1.050889e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -10508950.000000 Penalty: 3684.695068
	Iteration 45Q: 3 clusters Score -1.050895e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -10508972.000000 Penalty: 3684.695068
	Iteration 46Q: 3 clusters Score -1.050897e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -10508972.000000 Penalty: 3684.695068
	Iteration 47Q: 3 clusters Score -1.050897e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -10508987.000000 Penalty: 3684.695068
	Iteration 48Q: 3 clusters Score -1.050899e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -10509064.000000 Penalty: 3684.695068
	Iteration 49Q: 3 clusters Score -1.050906e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -10509074.000000 Penalty: 3684.695068
	Iteration 50Q: 3 clusters Score -1.050907e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -10509116.000000 Penalty: 3684.695068
	Iteration 51Q: 3 clusters Score -1.050912e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -10509136.000000 Penalty: 3684.695068
	Iteration 52Q: 3 clusters Score -1.050914e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -10509162.000000 Penalty: 3684.695068
	Iteration 53Q: 3 clusters Score -1.050916e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -10509210.000000 Penalty: 3684.695068
	Iteration 54Q: 3 clusters Score -1.050921e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -10509228.000000 Penalty: 3684.695068
	Iteration 55Q: 3 clusters Score -1.050923e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -10509257.000000 Penalty: 3684.695068
	Iteration 56Q: 3 clusters Score -1.050926e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -10509308.000000 Penalty: 3684.695068
	Iteration 57Q: 3 clusters Score -1.050931e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -10509371.000000 Penalty: 3684.695068
	Iteration 58Q: 3 clusters Score -1.050937e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -10509481.000000 Penalty: 3684.695068
	Iteration 59Q: 3 clusters Score -1.050948e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -10509571.000000 Penalty: 3684.695068
	Iteration 60F: 3 clusters Score -1.050957e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -10509641.000000 Penalty: 3684.695068
	Iteration 61Q: 3 clusters Score -1.050964e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -10509732.000000 Penalty: 3684.695068
	Iteration 62Q: 3 clusters Score -1.050973e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -10509903.000000 Penalty: 3684.695068
	Iteration 63Q: 3 clusters Score -1.05099e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -10510051.000000 Penalty: 3684.695068
	Iteration 64Q: 3 clusters Score -1.051005e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -10510212.000000 Penalty: 3684.695068
	Iteration 65Q: 3 clusters Score -1.051021e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 77298 members 
Entering Unmasked Estep 
Score: -10510346.000000 Penalty: 3684.695068
	Iteration 66Q: 3 clusters Score -1.051035e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -10510499.000000 Penalty: 3684.695068
	Iteration 67Q: 3 clusters Score -1.05105e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -10510623.000000 Penalty: 3684.695068
	Iteration 68Q: 3 clusters Score -1.051062e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -10510776.000000 Penalty: 3684.695068
	Iteration 69Q: 3 clusters Score -1.051078e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 79227 members 
Entering Unmasked Estep 
Score: -10510836.000000 Penalty: 3684.695068
	Iteration 70Q: 3 clusters Score -1.051084e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -10510947.000000 Penalty: 3684.695068
	Iteration 71Q: 3 clusters Score -1.051095e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -10511074.000000 Penalty: 3684.695068
	Iteration 72Q: 3 clusters Score -1.051107e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -10511206.000000 Penalty: 3684.695068
	Iteration 73Q: 3 clusters Score -1.051121e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 81221 members 
Entering Unmasked Estep 
Score: -10511263.000000 Penalty: 3684.695068
	Iteration 74Q: 3 clusters Score -1.051126e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -10511215.000000 Penalty: 3684.695068
	Iteration 75Q: 3 clusters Score -1.051122e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -10511137.000000 Penalty: 3684.695068
	Iteration 76Q: 3 clusters Score -1.051114e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -10511109.000000 Penalty: 3684.695068
	Iteration 77Q: 3 clusters Score -1.051111e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -10511057.000000 Penalty: 3684.695068
	Iteration 78Q: 3 clusters Score -1.051106e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -10510975.000000 Penalty: 3684.695068
	Iteration 79Q: 3 clusters Score -1.051098e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -10510905.000000 Penalty: 3684.695068
	Iteration 80F: 3 clusters Score -1.05109e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -10510885.000000 Penalty: 3684.695068
	Iteration 81Q: 3 clusters Score -1.051088e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 83018 members 
Entering Unmasked Estep 
Score: -10510800.000000 Penalty: 3684.695068
	Iteration 82Q: 3 clusters Score -1.05108e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -10510759.000000 Penalty: 3684.695068
	Iteration 83Q: 3 clusters Score -1.051076e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -10510722.000000 Penalty: 3684.695068
	Iteration 84Q: 3 clusters Score -1.051072e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 83213 members 
Entering Unmasked Estep 
Score: -10510724.000000 Penalty: 3684.695068
	Iteration 85Q: 3 clusters Score -1.051072e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -10510702.000000 Penalty: 3684.695068
	Iteration 86Q: 3 clusters Score -1.05107e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -10510677.000000 Penalty: 3684.695068
	Iteration 87Q: 3 clusters Score -1.051068e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -10510670.000000 Penalty: 3684.695068
	Iteration 88Q: 3 clusters Score -1.051067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 83361 members 
Entering Unmasked Estep 
Score: -10510669.000000 Penalty: 3684.695068
	Iteration 89Q: 3 clusters Score -1.051067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -10510662.000000 Penalty: 3684.695068
	Iteration 90Q: 3 clusters Score -1.051066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -10510668.000000 Penalty: 3684.695068
	Iteration 91Q: 3 clusters Score -1.051067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -10510657.000000 Penalty: 3684.695068
	Iteration 92Q: 3 clusters Score -1.051066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 83436 members 
Entering Unmasked Estep 
Score: -10510656.000000 Penalty: 3684.695068
	Iteration 93Q: 3 clusters Score -1.051066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -10510649.000000 Penalty: 3684.695068
	Iteration 94Q: 3 clusters Score -1.051065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -10510645.000000 Penalty: 3684.695068
	Iteration 95Q: 3 clusters Score -1.051064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -10510650.000000 Penalty: 3684.695068
	Iteration 96Q: 3 clusters Score -1.051065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -10510638.000000 Penalty: 3684.695068
	Iteration 97Q: 3 clusters Score -1.051064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 83475 members 
Entering Unmasked Estep 
Score: -10510635.000000 Penalty: 3684.695068
	Iteration 98Q: 3 clusters Score -1.051064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -10510630.000000 Penalty: 3684.695068
	Iteration 99Q: 3 clusters Score -1.051063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -10510625.000000 Penalty: 3684.695068
	Iteration 100F: 3 clusters Score -1.051062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 83493 members 
Entering Unmasked Estep 
Score: -10510630.000000 Penalty: 3684.695068
	Iteration 101Q: 3 clusters Score -1.051063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -10510639.000000 Penalty: 3684.695068
	Iteration 102Q: 3 clusters Score -1.051064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -10510629.000000 Penalty: 3684.695068
	Iteration 103Q: 3 clusters Score -1.051063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 83506 members 
Entering Unmasked Estep 
Score: -10510626.000000 Penalty: 3684.695068
	Iteration 104Q: 3 clusters Score -1.051063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 83506 members 
Entering Unmasked Estep 
Score: -10510628.000000 Penalty: 3684.695068
	Iteration 105Q: 3 clusters Score -1.051063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 83507 members 
Entering Unmasked Estep 
Score: -10510631.000000 Penalty: 3684.695068
	Iteration 106Q: 3 clusters Score -1.051063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -10510629.000000 Penalty: 3684.695068
	Iteration 107Q: 3 clusters Score -1.051063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -10510629.000000 Penalty: 3684.695068
	Iteration 108F: 3 clusters Score -1.051063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -239907.734375 Penalty: 1241.910156
	Iteration 0F: 2 clusters Score -239907.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -237792.468750 Penalty: 2483.820312
	Iteration 0F: 3 clusters Score -237792.5 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -238355.468750 Penalty: 2483.820312
	Iteration 1F: 3 clusters Score -238355.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -238598.250000 Penalty: 2483.820312
	Iteration 2F: 3 clusters Score -238598.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -238755.531250 Penalty: 2483.820312
	Iteration 3F: 3 clusters Score -238755.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -238880.859375 Penalty: 2483.820312
	Iteration 4F: 3 clusters Score -238880.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -238973.296875 Penalty: 2483.820312
	Iteration 5Q: 3 clusters Score -238973.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -239049.937500 Penalty: 2483.820312
	Iteration 6Q: 3 clusters Score -239049.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -239111.796875 Penalty: 2483.820312
	Iteration 7Q: 3 clusters Score -239111.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -239166.890625 Penalty: 2483.820312
	Iteration 8Q: 3 clusters Score -239166.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -239200.312500 Penalty: 2483.820312
	Iteration 9Q: 3 clusters Score -239200.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -239225.515625 Penalty: 2483.820312
	Iteration 10Q: 3 clusters Score -239225.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -239247.218750 Penalty: 2483.820312
	Iteration 11Q: 3 clusters Score -239247.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -239260.625000 Penalty: 2483.820312
	Iteration 12Q: 3 clusters Score -239260.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -239269.093750 Penalty: 2483.820312
	Iteration 13Q: 3 clusters Score -239269.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -239279.171875 Penalty: 2483.820312
	Iteration 14Q: 3 clusters Score -239279.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -239287.781250 Penalty: 2483.820312
	Iteration 15Q: 3 clusters Score -239287.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -239294.046875 Penalty: 2483.820312
	Iteration 16Q: 3 clusters Score -239294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -239298.593750 Penalty: 2483.820312
	Iteration 17Q: 3 clusters Score -239298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -239301.375000 Penalty: 2483.820312
	Iteration 18Q: 3 clusters Score -239301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -239303.765625 Penalty: 2483.820312
	Iteration 19Q: 3 clusters Score -239303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -239306.218750 Penalty: 2483.820312
	Iteration 20F: 3 clusters Score -239306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -239309.156250 Penalty: 2483.820312
	Iteration 21Q: 3 clusters Score -239309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -239309.640625 Penalty: 2483.820312
	Iteration 22Q: 3 clusters Score -239309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -239311.187500 Penalty: 2483.820312
	Iteration 23Q: 3 clusters Score -239311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -239312.234375 Penalty: 2483.820312
	Iteration 24Q: 3 clusters Score -239312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -239312.953125 Penalty: 2483.820312
	Iteration 25Q: 3 clusters Score -239313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -239313.609375 Penalty: 2483.820312
	Iteration 26Q: 3 clusters Score -239313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -239313.734375 Penalty: 2483.820312
	Iteration 27Q: 3 clusters Score -239313.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -239314.562500 Penalty: 2483.820312
	Iteration 28Q: 3 clusters Score -239314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -239314.562500 Penalty: 2483.820312
	Iteration 29F: 3 clusters Score -239314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Entering Unmasked Estep 
Score: -3531352.000000 Penalty: 1667.182983
	Iteration 0F: 2 clusters Score -3531352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3511999.250000 Penalty: 3334.365967
	Iteration 0F: 3 clusters Score -3511999 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3519398.500000 Penalty: 3334.365967
	Iteration 1F: 3 clusters Score -3519398 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3519911.750000 Penalty: 3334.365967
	Iteration 2Q: 3 clusters Score -3519912 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3520567.000000 Penalty: 3334.365967
	Iteration 3F: 3 clusters Score -3520567 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3521455.500000 Penalty: 3334.365967
	Iteration 4F: 3 clusters Score -3521456 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3522649.500000 Penalty: 3334.365967
	Iteration 5F: 3 clusters Score -3522650 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3524091.250000 Penalty: 3334.365967
	Iteration 6F: 3 clusters Score -3524091 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3525623.000000 Penalty: 3334.365967
	Iteration 7F: 3 clusters Score -3525623 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3527013.500000 Penalty: 3334.365967
	Iteration 8F: 3 clusters Score -3527014 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3528017.500000 Penalty: 3334.365967
	Iteration 9Q: 3 clusters Score -3528018 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3528709.750000 Penalty: 3334.365967
	Iteration 10Q: 3 clusters Score -3528710 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3529253.750000 Penalty: 3334.365967
	Iteration 11Q: 3 clusters Score -3529254 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3529613.750000 Penalty: 3334.365967
	Iteration 12Q: 3 clusters Score -3529614 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3529825.500000 Penalty: 3334.365967
	Iteration 13Q: 3 clusters Score -3529826 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3529955.000000 Penalty: 3334.365967
	Iteration 14Q: 3 clusters Score -3529955 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3530046.750000 Penalty: 3334.365967
	Iteration 15Q: 3 clusters Score -3530047 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3530108.000000 Penalty: 3334.365967
	Iteration 16Q: 3 clusters Score -3530108 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3530162.500000 Penalty: 3334.365967
	Iteration 17Q: 3 clusters Score -3530162 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3530179.500000 Penalty: 3334.365967
	Iteration 18Q: 3 clusters Score -3530180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3530197.000000 Penalty: 3334.365967
	Iteration 19Q: 3 clusters Score -3530197 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3530220.750000 Penalty: 3334.365967
	Iteration 20F: 3 clusters Score -3530221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3530235.000000 Penalty: 3334.365967
	Iteration 21Q: 3 clusters Score -3530235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3530239.750000 Penalty: 3334.365967
	Iteration 22Q: 3 clusters Score -3530240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3530250.750000 Penalty: 3334.365967
	Iteration 23Q: 3 clusters Score -3530251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3530265.000000 Penalty: 3334.365967
	Iteration 24Q: 3 clusters Score -3530265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3530276.250000 Penalty: 3334.365967
	Iteration 25Q: 3 clusters Score -3530276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3530292.000000 Penalty: 3334.365967
	Iteration 26Q: 3 clusters Score -3530292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3530298.750000 Penalty: 3334.365967
	Iteration 27Q: 3 clusters Score -3530299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3530303.250000 Penalty: 3334.365967
	Iteration 28Q: 3 clusters Score -3530303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3530314.750000 Penalty: 3334.365967
	Iteration 29Q: 3 clusters Score -3530315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3530317.750000 Penalty: 3334.365967
	Iteration 30Q: 3 clusters Score -3530318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3530319.500000 Penalty: 3334.365967
	Iteration 31Q: 3 clusters Score -3530320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3530338.000000 Penalty: 3334.365967
	Iteration 32Q: 3 clusters Score -3530338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3530332.500000 Penalty: 3334.365967
	Iteration 33Q: 3 clusters Score -3530332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3530338.250000 Penalty: 3334.365967
	Iteration 34Q: 3 clusters Score -3530338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3530334.250000 Penalty: 3334.365967
	Iteration 35Q: 3 clusters Score -3530334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3530336.750000 Penalty: 3334.365967
	Iteration 36Q: 3 clusters Score -3530337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3530345.250000 Penalty: 3334.365967
	Iteration 37Q: 3 clusters Score -3530345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3530342.250000 Penalty: 3334.365967
	Iteration 38Q: 3 clusters Score -3530342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3530347.750000 Penalty: 3334.365967
	Iteration 39Q: 3 clusters Score -3530348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3530347.000000 Penalty: 3334.365967
	Iteration 40F: 3 clusters Score -3530347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3530350.500000 Penalty: 3334.365967
	Iteration 41Q: 3 clusters Score -3530350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3530353.750000 Penalty: 3334.365967
	Iteration 42Q: 3 clusters Score -3530354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3530354.000000 Penalty: 3334.365967
	Iteration 43Q: 3 clusters Score -3530354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3530355.000000 Penalty: 3334.365967
	Iteration 44Q: 3 clusters Score -3530355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3530351.750000 Penalty: 3334.365967
	Iteration 45Q: 3 clusters Score -3530352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3530353.000000 Penalty: 3334.365967
	Iteration 46Q: 3 clusters Score -3530353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3530353.000000 Penalty: 3334.365967
	Iteration 47Q: 3 clusters Score -3530353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3530355.500000 Penalty: 3334.365967
	Iteration 48Q: 3 clusters Score -3530356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3530355.250000 Penalty: 3334.365967
	Iteration 49Q: 3 clusters Score -3530355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3530354.500000 Penalty: 3334.365967
	Iteration 50Q: 3 clusters Score -3530354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3530356.500000 Penalty: 3334.365967
	Iteration 51Q: 3 clusters Score -3530356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3530356.500000 Penalty: 3334.365967
	Iteration 52F: 3 clusters Score -3530356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Entering Unmasked Estep 
Score: -324526.468750 Penalty: 1288.190186
	Iteration 0F: 2 clusters Score -324526.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -321982.812500 Penalty: 2576.380371
	Iteration 0F: 3 clusters Score -321982.8 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -322570.781250 Penalty: 2576.380371
	Iteration 1F: 3 clusters Score -322570.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -322719.937500 Penalty: 2576.380371
	Iteration 2F: 3 clusters Score -322719.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -322863.437500 Penalty: 2576.380371
	Iteration 3F: 3 clusters Score -322863.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -322981.281250 Penalty: 2576.380371
	Iteration 4Q: 3 clusters Score -322981.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -323136.031250 Penalty: 2576.380371
	Iteration 5Q: 3 clusters Score -323136 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -323294.500000 Penalty: 2576.380371
	Iteration 6Q: 3 clusters Score -323294.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -323455.406250 Penalty: 2576.380371
	Iteration 7Q: 3 clusters Score -323455.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -323592.406250 Penalty: 2576.380371
	Iteration 8Q: 3 clusters Score -323592.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -323680.031250 Penalty: 2576.380371
	Iteration 9Q: 3 clusters Score -323680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -323731.875000 Penalty: 2576.380371
	Iteration 10Q: 3 clusters Score -323731.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -323779.875000 Penalty: 2576.380371
	Iteration 11Q: 3 clusters Score -323779.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -323839.468750 Penalty: 2576.380371
	Iteration 12Q: 3 clusters Score -323839.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -323929.781250 Penalty: 2576.380371
	Iteration 13Q: 3 clusters Score -323929.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -324012.593750 Penalty: 2576.380371
	Iteration 14Q: 3 clusters Score -324012.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -324072.718750 Penalty: 2576.380371
	Iteration 15Q: 3 clusters Score -324072.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -324116.562500 Penalty: 2576.380371
	Iteration 16Q: 3 clusters Score -324116.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -324141.593750 Penalty: 2576.380371
	Iteration 17Q: 3 clusters Score -324141.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -324154.687500 Penalty: 2576.380371
	Iteration 18Q: 3 clusters Score -324154.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -324162.500000 Penalty: 2576.380371
	Iteration 19Q: 3 clusters Score -324162.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -324167.625000 Penalty: 2576.380371
	Iteration 20F: 3 clusters Score -324167.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -324170.562500 Penalty: 2576.380371
	Iteration 21Q: 3 clusters Score -324170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -324172.562500 Penalty: 2576.380371
	Iteration 22Q: 3 clusters Score -324172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -324173.812500 Penalty: 2576.380371
	Iteration 23Q: 3 clusters Score -324173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -324174.500000 Penalty: 2576.380371
	Iteration 24Q: 3 clusters Score -324174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -324174.437500 Penalty: 2576.380371
	Iteration 25Q: 3 clusters Score -324174.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -324174.437500 Penalty: 2576.380371
	Iteration 26F: 3 clusters Score -324174.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Entering Unmasked Estep 
Score: -6226378.500000 Penalty: 1755.182861
	Iteration 0F: 2 clusters Score -6226378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -6193967.500000 Penalty: 3510.365723
	Iteration 0F: 3 clusters Score -6193968 nChanged 22977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -6206985.500000 Penalty: 3510.365723
	Iteration 1F: 3 clusters Score -6206986 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -6207587.000000 Penalty: 3510.365723
	Iteration 2Q: 3 clusters Score -6207587 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -6208459.000000 Penalty: 3510.365723
	Iteration 3Q: 3 clusters Score -6208459 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -6209836.500000 Penalty: 3510.365723
	Iteration 4F: 3 clusters Score -6209836 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -6211881.500000 Penalty: 3510.365723
	Iteration 5F: 3 clusters Score -6211882 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -6214726.500000 Penalty: 3510.365723
	Iteration 6F: 3 clusters Score -6214726 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -6217705.500000 Penalty: 3510.365723
	Iteration 7F: 3 clusters Score -6217706 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -6220187.500000 Penalty: 3510.365723
	Iteration 8F: 3 clusters Score -6220188 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -6221736.000000 Penalty: 3510.365723
	Iteration 9Q: 3 clusters Score -6221736 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -6222587.500000 Penalty: 3510.365723
	Iteration 10Q: 3 clusters Score -6222588 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -6223082.000000 Penalty: 3510.365723
	Iteration 11Q: 3 clusters Score -6223082 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -6223491.500000 Penalty: 3510.365723
	Iteration 12Q: 3 clusters Score -6223492 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -6223751.000000 Penalty: 3510.365723
	Iteration 13Q: 3 clusters Score -6223751 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -6223961.000000 Penalty: 3510.365723
	Iteration 14Q: 3 clusters Score -6223961 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -6224155.000000 Penalty: 3510.365723
	Iteration 15Q: 3 clusters Score -6224155 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -6224278.000000 Penalty: 3510.365723
	Iteration 16Q: 3 clusters Score -6224278 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -6224439.500000 Penalty: 3510.365723
	Iteration 17Q: 3 clusters Score -6224440 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -6224544.000000 Penalty: 3510.365723
	Iteration 18Q: 3 clusters Score -6224544 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -6224601.000000 Penalty: 3510.365723
	Iteration 19Q: 3 clusters Score -6224601 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -6224667.500000 Penalty: 3510.365723
	Iteration 20F: 3 clusters Score -6224668 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -6224744.500000 Penalty: 3510.365723
	Iteration 21Q: 3 clusters Score -6224744 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -6224800.000000 Penalty: 3510.365723
	Iteration 22Q: 3 clusters Score -6224800 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -6224853.000000 Penalty: 3510.365723
	Iteration 23Q: 3 clusters Score -6224853 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -6224864.000000 Penalty: 3510.365723
	Iteration 24Q: 3 clusters Score -6224864 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -6224878.000000 Penalty: 3510.365723
	Iteration 25Q: 3 clusters Score -6224878 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -6224896.500000 Penalty: 3510.365723
	Iteration 26Q: 3 clusters Score -6224896 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -6224919.000000 Penalty: 3510.365723
	Iteration 27Q: 3 clusters Score -6224919 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -6224960.500000 Penalty: 3510.365723
	Iteration 28Q: 3 clusters Score -6224960 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -6224947.000000 Penalty: 3510.365723
	Iteration 29Q: 3 clusters Score -6224947 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -6224963.000000 Penalty: 3510.365723
	Iteration 30Q: 3 clusters Score -6224963 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -6224975.500000 Penalty: 3510.365723
	Iteration 31Q: 3 clusters Score -6224976 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -6224994.000000 Penalty: 3510.365723
	Iteration 32Q: 3 clusters Score -6224994 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -6225032.000000 Penalty: 3510.365723
	Iteration 33Q: 3 clusters Score -6225032 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -6225051.000000 Penalty: 3510.365723
	Iteration 34Q: 3 clusters Score -6225051 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -6225063.000000 Penalty: 3510.365723
	Iteration 35Q: 3 clusters Score -6225063 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -6225076.000000 Penalty: 3510.365723
	Iteration 36Q: 3 clusters Score -6225076 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -6225106.000000 Penalty: 3510.365723
	Iteration 37Q: 3 clusters Score -6225106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -6225139.500000 Penalty: 3510.365723
	Iteration 38Q: 3 clusters Score -6225140 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -6225147.500000 Penalty: 3510.365723
	Iteration 39Q: 3 clusters Score -6225148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -6225159.000000 Penalty: 3510.365723
	Iteration 40F: 3 clusters Score -6225159 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -6225186.500000 Penalty: 3510.365723
	Iteration 41Q: 3 clusters Score -6225186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -6225185.000000 Penalty: 3510.365723
	Iteration 42Q: 3 clusters Score -6225185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -6225190.500000 Penalty: 3510.365723
	Iteration 43Q: 3 clusters Score -6225190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -6225212.000000 Penalty: 3510.365723
	Iteration 44Q: 3 clusters Score -6225212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -6225201.500000 Penalty: 3510.365723
	Iteration 45Q: 3 clusters Score -6225202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -6225193.500000 Penalty: 3510.365723
	Iteration 46Q: 3 clusters Score -6225194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -6225196.500000 Penalty: 3510.365723
	Iteration 47Q: 3 clusters Score -6225196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -6225200.000000 Penalty: 3510.365723
	Iteration 48Q: 3 clusters Score -6225200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -6225192.500000 Penalty: 3510.365723
	Iteration 49Q: 3 clusters Score -6225192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -6225189.000000 Penalty: 3510.365723
	Iteration 50Q: 3 clusters Score -6225189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -6225183.000000 Penalty: 3510.365723
	Iteration 51Q: 3 clusters Score -6225183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -6225179.500000 Penalty: 3510.365723
	Iteration 52Q: 3 clusters Score -6225180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -6225180.500000 Penalty: 3510.365723
	Iteration 53Q: 3 clusters Score -6225180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -6225184.000000 Penalty: 3510.365723
	Iteration 54Q: 3 clusters Score -6225184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -6225188.500000 Penalty: 3510.365723
	Iteration 55Q: 3 clusters Score -6225188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -6225183.000000 Penalty: 3510.365723
	Iteration 56Q: 3 clusters Score -6225183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -6225187.500000 Penalty: 3510.365723
	Iteration 57Q: 3 clusters Score -6225188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -6225187.500000 Penalty: 3510.365723
	Iteration 58F: 3 clusters Score -6225188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Entering Unmasked Estep 
Score: -11738788.000000 Penalty: 1860.257080
	Iteration 0F: 2 clusters Score -1.173879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -11678695.000000 Penalty: 3720.514160
	Iteration 0F: 3 clusters Score -1.16787e+07 nChanged 44951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -11704992.000000 Penalty: 3720.514160
	Iteration 1F: 3 clusters Score -1.170499e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -11705527.000000 Penalty: 3720.514160
	Iteration 2Q: 3 clusters Score -1.170553e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -11706126.000000 Penalty: 3720.514160
	Iteration 3Q: 3 clusters Score -1.170613e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -11706733.000000 Penalty: 3720.514160
	Iteration 4Q: 3 clusters Score -1.170673e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -11707593.000000 Penalty: 3720.514160
	Iteration 5Q: 3 clusters Score -1.170759e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -11708781.000000 Penalty: 3720.514160
	Iteration 6Q: 3 clusters Score -1.170878e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -11710874.000000 Penalty: 3720.514160
	Iteration 7Q: 3 clusters Score -1.171087e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -11714091.000000 Penalty: 3720.514160
	Iteration 8F: 3 clusters Score -1.171409e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -11718484.000000 Penalty: 3720.514160
	Iteration 9F: 3 clusters Score -1.171848e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -11722618.000000 Penalty: 3720.514160
	Iteration 10F: 3 clusters Score -1.172262e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -11725159.000000 Penalty: 3720.514160
	Iteration 11F: 3 clusters Score -1.172516e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -11726169.000000 Penalty: 3720.514160
	Iteration 12Q: 3 clusters Score -1.172617e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -11726630.000000 Penalty: 3720.514160
	Iteration 13Q: 3 clusters Score -1.172663e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -11726903.000000 Penalty: 3720.514160
	Iteration 14Q: 3 clusters Score -1.17269e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -11727100.000000 Penalty: 3720.514160
	Iteration 15Q: 3 clusters Score -1.17271e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -11727322.000000 Penalty: 3720.514160
	Iteration 16Q: 3 clusters Score -1.172732e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -11727563.000000 Penalty: 3720.514160
	Iteration 17Q: 3 clusters Score -1.172756e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -11727707.000000 Penalty: 3720.514160
	Iteration 18Q: 3 clusters Score -1.172771e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -11727794.000000 Penalty: 3720.514160
	Iteration 19Q: 3 clusters Score -1.172779e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -11727928.000000 Penalty: 3720.514160
	Iteration 20F: 3 clusters Score -1.172793e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -11728053.000000 Penalty: 3720.514160
	Iteration 21Q: 3 clusters Score -1.172805e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -11728184.000000 Penalty: 3720.514160
	Iteration 22Q: 3 clusters Score -1.172818e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -11728263.000000 Penalty: 3720.514160
	Iteration 23Q: 3 clusters Score -1.172826e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -11728329.000000 Penalty: 3720.514160
	Iteration 24Q: 3 clusters Score -1.172833e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -11728457.000000 Penalty: 3720.514160
	Iteration 25Q: 3 clusters Score -1.172846e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -11728480.000000 Penalty: 3720.514160
	Iteration 26Q: 3 clusters Score -1.172848e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -11728565.000000 Penalty: 3720.514160
	Iteration 27Q: 3 clusters Score -1.172856e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -11728652.000000 Penalty: 3720.514160
	Iteration 28Q: 3 clusters Score -1.172865e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -11728655.000000 Penalty: 3720.514160
	Iteration 29Q: 3 clusters Score -1.172866e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -11728633.000000 Penalty: 3720.514160
	Iteration 30Q: 3 clusters Score -1.172863e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -11728671.000000 Penalty: 3720.514160
	Iteration 31Q: 3 clusters Score -1.172867e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -11728690.000000 Penalty: 3720.514160
	Iteration 32Q: 3 clusters Score -1.172869e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -11728736.000000 Penalty: 3720.514160
	Iteration 33Q: 3 clusters Score -1.172874e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -11728788.000000 Penalty: 3720.514160
	Iteration 34Q: 3 clusters Score -1.172879e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -11728883.000000 Penalty: 3720.514160
	Iteration 35Q: 3 clusters Score -1.172888e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -11728967.000000 Penalty: 3720.514160
	Iteration 36Q: 3 clusters Score -1.172897e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -11728994.000000 Penalty: 3720.514160
	Iteration 37Q: 3 clusters Score -1.172899e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -11729060.000000 Penalty: 3720.514160
	Iteration 38Q: 3 clusters Score -1.172906e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -11729139.000000 Penalty: 3720.514160
	Iteration 39Q: 3 clusters Score -1.172914e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -11729300.000000 Penalty: 3720.514160
	Iteration 40F: 3 clusters Score -1.17293e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -11729379.000000 Penalty: 3720.514160
	Iteration 41Q: 3 clusters Score -1.172938e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -11729511.000000 Penalty: 3720.514160
	Iteration 42Q: 3 clusters Score -1.172951e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -11729575.000000 Penalty: 3720.514160
	Iteration 43Q: 3 clusters Score -1.172958e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -11729815.000000 Penalty: 3720.514160
	Iteration 44Q: 3 clusters Score -1.172982e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -11729969.000000 Penalty: 3720.514160
	Iteration 45Q: 3 clusters Score -1.172997e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -11730230.000000 Penalty: 3720.514160
	Iteration 46Q: 3 clusters Score -1.173023e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77112 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -11730573.000000 Penalty: 3720.514160
	Iteration 47Q: 3 clusters Score -1.173057e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -11730846.000000 Penalty: 3720.514160
	Iteration 48Q: 3 clusters Score -1.173085e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -11731222.000000 Penalty: 3720.514160
	Iteration 49Q: 3 clusters Score -1.173122e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -11731780.000000 Penalty: 3720.514160
	Iteration 50Q: 3 clusters Score -1.173178e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -11733194.000000 Penalty: 3720.514160
	Iteration 51Q: 3 clusters Score -1.173319e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -11734303.000000 Penalty: 3720.514160
	Iteration 52Q: 3 clusters Score -1.17343e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -11735241.000000 Penalty: 3720.514160
	Iteration 53Q: 3 clusters Score -1.173524e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -11736009.000000 Penalty: 3720.514160
	Iteration 54Q: 3 clusters Score -1.173601e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -11736548.000000 Penalty: 3720.514160
	Iteration 55Q: 3 clusters Score -1.173655e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -11736914.000000 Penalty: 3720.514160
	Iteration 56Q: 3 clusters Score -1.173691e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -11737062.000000 Penalty: 3720.514160
	Iteration 57Q: 3 clusters Score -1.173706e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -11737232.000000 Penalty: 3720.514160
	Iteration 58Q: 3 clusters Score -1.173723e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -11737378.000000 Penalty: 3720.514160
	Iteration 59Q: 3 clusters Score -1.173738e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -11737407.000000 Penalty: 3720.514160
	Iteration 60F: 3 clusters Score -1.173741e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11737453.000000 Penalty: 3720.514160
	Iteration 61Q: 3 clusters Score -1.173745e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -11737481.000000 Penalty: 3720.514160
	Iteration 62Q: 3 clusters Score -1.173748e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11737488.000000 Penalty: 3720.514160
	Iteration 63Q: 3 clusters Score -1.173749e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -11737521.000000 Penalty: 3720.514160
	Iteration 64Q: 3 clusters Score -1.173752e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92537 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11737522.000000 Penalty: 3720.514160
	Iteration 65Q: 3 clusters Score -1.173752e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11737518.000000 Penalty: 3720.514160
	Iteration 66Q: 3 clusters Score -1.173752e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -11737530.000000 Penalty: 3720.514160
	Iteration 67Q: 3 clusters Score -1.173753e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11737537.000000 Penalty: 3720.514160
	Iteration 68Q: 3 clusters Score -1.173754e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92821 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11737543.000000 Penalty: 3720.514160
	Iteration 69Q: 3 clusters Score -1.173754e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11737533.000000 Penalty: 3720.514160
	Iteration 70Q: 3 clusters Score -1.173753e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92875 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11737538.000000 Penalty: 3720.514160
	Iteration 71Q: 3 clusters Score -1.173754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11737543.000000 Penalty: 3720.514160
	Iteration 72Q: 3 clusters Score -1.173754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11737538.000000 Penalty: 3720.514160
	Iteration 73Q: 3 clusters Score -1.173754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11737547.000000 Penalty: 3720.514160
	Iteration 74Q: 3 clusters Score -1.173755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11737552.000000 Penalty: 3720.514160
	Iteration 75Q: 3 clusters Score -1.173755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92899 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11737554.000000 Penalty: 3720.514160
	Iteration 76Q: 3 clusters Score -1.173755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11737548.000000 Penalty: 3720.514160
	Iteration 77Q: 3 clusters Score -1.173755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92907 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11737554.000000 Penalty: 3720.514160
	Iteration 78Q: 3 clusters Score -1.173755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92910 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11737563.000000 Penalty: 3720.514160
	Iteration 79Q: 3 clusters Score -1.173756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11737553.000000 Penalty: 3720.514160
	Iteration 80F: 3 clusters Score -1.173755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11737555.000000 Penalty: 3720.514160
	Iteration 81Q: 3 clusters Score -1.173756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11737555.000000 Penalty: 3720.514160
	Iteration 82Q: 3 clusters Score -1.173756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11737552.000000 Penalty: 3720.514160
	Iteration 83Q: 3 clusters Score -1.173755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11737554.000000 Penalty: 3720.514160
	Iteration 84Q: 3 clusters Score -1.173755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11737542.000000 Penalty: 3720.514160
	Iteration 85Q: 3 clusters Score -1.173754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11737543.000000 Penalty: 3720.514160
	Iteration 86Q: 3 clusters Score -1.173754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92936 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11737541.000000 Penalty: 3720.514160
	Iteration 87Q: 3 clusters Score -1.173754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11737544.000000 Penalty: 3720.514160
	Iteration 88Q: 3 clusters Score -1.173754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11737553.000000 Penalty: 3720.514160
	Iteration 89Q: 3 clusters Score -1.173755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11737555.000000 Penalty: 3720.514160
	Iteration 90Q: 3 clusters Score -1.173756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11737548.000000 Penalty: 3720.514160
	Iteration 91Q: 3 clusters Score -1.173755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92957 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11737559.000000 Penalty: 3720.514160
	Iteration 92Q: 3 clusters Score -1.173756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -11737553.000000 Penalty: 3720.514160
	Iteration 93Q: 3 clusters Score -1.173755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11737547.000000 Penalty: 3720.514160
	Iteration 94Q: 3 clusters Score -1.173755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -11737559.000000 Penalty: 3720.514160
	Iteration 95Q: 3 clusters Score -1.173756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11737555.000000 Penalty: 3720.514160
	Iteration 96Q: 3 clusters Score -1.173756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11737559.000000 Penalty: 3720.514160
	Iteration 97Q: 3 clusters Score -1.173756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92983 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11737562.000000 Penalty: 3720.514160
	Iteration 98Q: 3 clusters Score -1.173756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -11737562.000000 Penalty: 3720.514160
	Iteration 99Q: 3 clusters Score -1.173756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11737560.000000 Penalty: 3720.514160
	Iteration 100F: 3 clusters Score -1.173756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11737567.000000 Penalty: 3720.514160
	Iteration 101Q: 3 clusters Score -1.173757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11737575.000000 Penalty: 3720.514160
	Iteration 102Q: 3 clusters Score -1.173758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11737571.000000 Penalty: 3720.514160
	Iteration 103Q: 3 clusters Score -1.173757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11737569.000000 Penalty: 3720.514160
	Iteration 104Q: 3 clusters Score -1.173757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11737569.000000 Penalty: 3720.514160
	Iteration 105Q: 3 clusters Score -1.173757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11737569.000000 Penalty: 3720.514160
	Iteration 106F: 3 clusters Score -1.173757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -40141.062500 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -40141.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39236.765625 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -39236.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39392.765625 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -39392.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39431.441406 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -39431.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39445.820312 Penalty: 1932.261719
	Iteration 3Q: 3 clusters Score -39445.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39455.003906 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -39455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39463.035156 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -39463.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39465.085938 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -39465.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39465.085938 Penalty: 1932.261719
	Iteration 7F: 3 clusters Score -39465.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Entering Unmasked Estep 
Score: -1610440.625000 Penalty: 1542.716187
	Iteration 0F: 2 clusters Score -1610441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1601151.250000 Penalty: 3085.432373
	Iteration 0F: 3 clusters Score -1601151 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1604285.875000 Penalty: 3085.432373
	Iteration 1F: 3 clusters Score -1604286 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1604585.125000 Penalty: 3085.432373
	Iteration 2F: 3 clusters Score -1604585 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1604916.625000 Penalty: 3085.432373
	Iteration 3F: 3 clusters Score -1604917 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1605279.500000 Penalty: 3085.432373
	Iteration 4F: 3 clusters Score -1605280 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1605750.750000 Penalty: 3085.432373
	Iteration 5F: 3 clusters Score -1605751 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1606388.125000 Penalty: 3085.432373
	Iteration 6F: 3 clusters Score -1606388 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1607085.125000 Penalty: 3085.432373
	Iteration 7F: 3 clusters Score -1607085 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1607766.125000 Penalty: 3085.432373
	Iteration 8F: 3 clusters Score -1607766 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1608256.375000 Penalty: 3085.432373
	Iteration 9Q: 3 clusters Score -1608256 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1608604.875000 Penalty: 3085.432373
	Iteration 10Q: 3 clusters Score -1608605 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1608854.375000 Penalty: 3085.432373
	Iteration 11Q: 3 clusters Score -1608854 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1608978.750000 Penalty: 3085.432373
	Iteration 12Q: 3 clusters Score -1608979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1609033.750000 Penalty: 3085.432373
	Iteration 13Q: 3 clusters Score -1609034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1609071.500000 Penalty: 3085.432373
	Iteration 14Q: 3 clusters Score -1609072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1609097.750000 Penalty: 3085.432373
	Iteration 15Q: 3 clusters Score -1609098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1609115.125000 Penalty: 3085.432373
	Iteration 16Q: 3 clusters Score -1609115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1609132.750000 Penalty: 3085.432373
	Iteration 17Q: 3 clusters Score -1609133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1609143.125000 Penalty: 3085.432373
	Iteration 18Q: 3 clusters Score -1609143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1609153.375000 Penalty: 3085.432373
	Iteration 19Q: 3 clusters Score -1609153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1609161.000000 Penalty: 3085.432373
	Iteration 20F: 3 clusters Score -1609161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1609159.250000 Penalty: 3085.432373
	Iteration 21Q: 3 clusters Score -1609159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1609159.750000 Penalty: 3085.432373
	Iteration 22Q: 3 clusters Score -1609160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1609160.125000 Penalty: 3085.432373
	Iteration 23Q: 3 clusters Score -1609160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1609164.000000 Penalty: 3085.432373
	Iteration 24Q: 3 clusters Score -1609164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1609163.375000 Penalty: 3085.432373
	Iteration 25Q: 3 clusters Score -1609163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1609165.250000 Penalty: 3085.432373
	Iteration 26Q: 3 clusters Score -1609165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1609165.250000 Penalty: 3085.432373
	Iteration 27F: 3 clusters Score -1609165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Entering Unmasked Estep 
Score: -849374.500000 Penalty: 1437.672485
	Iteration 0F: 2 clusters Score -849374.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -844155.875000 Penalty: 2875.344971
	Iteration 0F: 3 clusters Score -844155.9 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -845777.000000 Penalty: 2875.344971
	Iteration 1F: 3 clusters Score -845777 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -846068.812500 Penalty: 2875.344971
	Iteration 2F: 3 clusters Score -846068.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -846335.687500 Penalty: 2875.344971
	Iteration 3F: 3 clusters Score -846335.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -846576.875000 Penalty: 2875.344971
	Iteration 4F: 3 clusters Score -846576.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -846834.125000 Penalty: 2875.344971
	Iteration 5F: 3 clusters Score -846834.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -847051.437500 Penalty: 2875.344971
	Iteration 6Q: 3 clusters Score -847051.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -847252.312500 Penalty: 2875.344971
	Iteration 7Q: 3 clusters Score -847252.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -847438.125000 Penalty: 2875.344971
	Iteration 8Q: 3 clusters Score -847438.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -847600.687500 Penalty: 2875.344971
	Iteration 9Q: 3 clusters Score -847600.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -847726.437500 Penalty: 2875.344971
	Iteration 10Q: 3 clusters Score -847726.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -847810.187500 Penalty: 2875.344971
	Iteration 11Q: 3 clusters Score -847810.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -847887.312500 Penalty: 2875.344971
	Iteration 12Q: 3 clusters Score -847887.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -847943.937500 Penalty: 2875.344971
	Iteration 13Q: 3 clusters Score -847943.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -847991.062500 Penalty: 2875.344971
	Iteration 14Q: 3 clusters Score -847991.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -848018.625000 Penalty: 2875.344971
	Iteration 15Q: 3 clusters Score -848018.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -848041.625000 Penalty: 2875.344971
	Iteration 16Q: 3 clusters Score -848041.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -848062.437500 Penalty: 2875.344971
	Iteration 17Q: 3 clusters Score -848062.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -848087.125000 Penalty: 2875.344971
	Iteration 18Q: 3 clusters Score -848087.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -848107.437500 Penalty: 2875.344971
	Iteration 19Q: 3 clusters Score -848107.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -848117.625000 Penalty: 2875.344971
	Iteration 20F: 3 clusters Score -848117.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -848125.187500 Penalty: 2875.344971
	Iteration 21Q: 3 clusters Score -848125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -848131.375000 Penalty: 2875.344971
	Iteration 22Q: 3 clusters Score -848131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -848136.062500 Penalty: 2875.344971
	Iteration 23Q: 3 clusters Score -848136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -848136.562500 Penalty: 2875.344971
	Iteration 24Q: 3 clusters Score -848136.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -848140.812500 Penalty: 2875.344971
	Iteration 25Q: 3 clusters Score -848140.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -848150.000000 Penalty: 2875.344971
	Iteration 26Q: 3 clusters Score -848150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -848162.812500 Penalty: 2875.344971
	Iteration 27Q: 3 clusters Score -848162.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -848171.812500 Penalty: 2875.344971
	Iteration 28Q: 3 clusters Score -848171.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -848174.687500 Penalty: 2875.344971
	Iteration 29Q: 3 clusters Score -848174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -848177.062500 Penalty: 2875.344971
	Iteration 30Q: 3 clusters Score -848177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -848178.937500 Penalty: 2875.344971
	Iteration 31Q: 3 clusters Score -848178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -848181.000000 Penalty: 2875.344971
	Iteration 32Q: 3 clusters Score -848181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -848181.000000 Penalty: 2875.344971
	Iteration 33F: 3 clusters Score -848181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -401799.437500 Penalty: 1316.424072
	Iteration 0F: 2 clusters Score -401799.4 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 1655 members 
Entering Unmasked Estep 
Score: -398805.250000 Penalty: 2632.848145
	Iteration 0F: 3 clusters Score -398805.2 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -399553.125000 Penalty: 2632.848145
	Iteration 1F: 3 clusters Score -399553.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -399716.437500 Penalty: 2632.848145
	Iteration 2F: 3 clusters Score -399716.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -399801.031250 Penalty: 2632.848145
	Iteration 3F: 3 clusters Score -399801 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -399856.750000 Penalty: 2632.848145
	Iteration 4Q: 3 clusters Score -399856.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -399893.625000 Penalty: 2632.848145
	Iteration 5Q: 3 clusters Score -399893.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -399920.656250 Penalty: 2632.848145
	Iteration 6Q: 3 clusters Score -399920.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -399946.562500 Penalty: 2632.848145
	Iteration 7Q: 3 clusters Score -399946.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -399971.531250 Penalty: 2632.848145
	Iteration 8Q: 3 clusters Score -399971.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -399991.093750 Penalty: 2632.848145
	Iteration 9Q: 3 clusters Score -399991.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -400004.843750 Penalty: 2632.848145
	Iteration 10Q: 3 clusters Score -400004.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -400020.375000 Penalty: 2632.848145
	Iteration 11Q: 3 clusters Score -400020.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -400031.843750 Penalty: 2632.848145
	Iteration 12Q: 3 clusters Score -400031.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -400039.000000 Penalty: 2632.848145
	Iteration 13Q: 3 clusters Score -400039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -400046.750000 Penalty: 2632.848145
	Iteration 14Q: 3 clusters Score -400046.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -400053.312500 Penalty: 2632.848145
	Iteration 15Q: 3 clusters Score -400053.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -400062.375000 Penalty: 2632.848145
	Iteration 16Q: 3 clusters Score -400062.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -400071.937500 Penalty: 2632.848145
	Iteration 17Q: 3 clusters Score -400071.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -400084.281250 Penalty: 2632.848145
	Iteration 18Q: 3 clusters Score -400084.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -400094.406250 Penalty: 2632.848145
	Iteration 19Q: 3 clusters Score -400094.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -400107.281250 Penalty: 2632.848145
	Iteration 20F: 3 clusters Score -400107.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -400118.375000 Penalty: 2632.848145
	Iteration 21Q: 3 clusters Score -400118.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -400133.593750 Penalty: 2632.848145
	Iteration 22Q: 3 clusters Score -400133.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -400151.375000 Penalty: 2632.848145
	Iteration 23Q: 3 clusters Score -400151.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -400168.875000 Penalty: 2632.848145
	Iteration 24Q: 3 clusters Score -400168.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -400190.093750 Penalty: 2632.848145
	Iteration 25Q: 3 clusters Score -400190.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -400203.718750 Penalty: 2632.848145
	Iteration 26Q: 3 clusters Score -400203.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -400214.656250 Penalty: 2632.848145
	Iteration 27Q: 3 clusters Score -400214.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -400226.781250 Penalty: 2632.848145
	Iteration 28Q: 3 clusters Score -400226.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -400241.687500 Penalty: 2632.848145
	Iteration 29Q: 3 clusters Score -400241.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -400253.437500 Penalty: 2632.848145
	Iteration 30Q: 3 clusters Score -400253.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -400265.281250 Penalty: 2632.848145
	Iteration 31Q: 3 clusters Score -400265.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -400275.406250 Penalty: 2632.848145
	Iteration 32Q: 3 clusters Score -400275.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -400287.531250 Penalty: 2632.848145
	Iteration 33Q: 3 clusters Score -400287.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -400300.343750 Penalty: 2632.848145
	Iteration 34Q: 3 clusters Score -400300.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -400317.343750 Penalty: 2632.848145
	Iteration 35Q: 3 clusters Score -400317.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -400336.937500 Penalty: 2632.848145
	Iteration 36Q: 3 clusters Score -400336.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -400370.437500 Penalty: 2632.848145
	Iteration 37Q: 3 clusters Score -400370.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -400403.000000 Penalty: 2632.848145
	Iteration 38Q: 3 clusters Score -400403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -400434.062500 Penalty: 2632.848145
	Iteration 39Q: 3 clusters Score -400434.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -400457.125000 Penalty: 2632.848145
	Iteration 40F: 3 clusters Score -400457.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -400477.156250 Penalty: 2632.848145
	Iteration 41Q: 3 clusters Score -400477.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -400495.500000 Penalty: 2632.848145
	Iteration 42Q: 3 clusters Score -400495.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -400514.156250 Penalty: 2632.848145
	Iteration 43Q: 3 clusters Score -400514.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -400534.593750 Penalty: 2632.848145
	Iteration 44Q: 3 clusters Score -400534.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -400556.812500 Penalty: 2632.848145
	Iteration 45Q: 3 clusters Score -400556.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -400577.562500 Penalty: 2632.848145
	Iteration 46Q: 3 clusters Score -400577.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -400596.843750 Penalty: 2632.848145
	Iteration 47Q: 3 clusters Score -400596.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -400611.218750 Penalty: 2632.848145
	Iteration 48Q: 3 clusters Score -400611.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -400627.000000 Penalty: 2632.848145
	Iteration 49Q: 3 clusters Score -400627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -400646.531250 Penalty: 2632.848145
	Iteration 50Q: 3 clusters Score -400646.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -400659.375000 Penalty: 2632.848145
	Iteration 51Q: 3 clusters Score -400659.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -400668.031250 Penalty: 2632.848145
	Iteration 52Q: 3 clusters Score -400668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -400678.843750 Penalty: 2632.848145
	Iteration 53Q: 3 clusters Score -400678.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -400685.375000 Penalty: 2632.848145
	Iteration 54Q: 3 clusters Score -400685.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -400689.531250 Penalty: 2632.848145
	Iteration 55Q: 3 clusters Score -400689.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -400697.593750 Penalty: 2632.848145
	Iteration 56Q: 3 clusters Score -400697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -400702.625000 Penalty: 2632.848145
	Iteration 57Q: 3 clusters Score -400702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -400703.531250 Penalty: 2632.848145
	Iteration 58Q: 3 clusters Score -400703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -400703.531250 Penalty: 2632.848145
	Iteration 59F: 3 clusters Score -400703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Entering Unmasked Estep 
Score: -827326.125000 Penalty: 1429.109863
	Iteration 0F: 2 clusters Score -827326.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -822387.437500 Penalty: 2858.219727
	Iteration 0F: 3 clusters Score -822387.4 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -823840.000000 Penalty: 2858.219727
	Iteration 1F: 3 clusters Score -823840 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -824019.562500 Penalty: 2858.219727
	Iteration 2F: 3 clusters Score -824019.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -824149.687500 Penalty: 2858.219727
	Iteration 3Q: 3 clusters Score -824149.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -824239.187500 Penalty: 2858.219727
	Iteration 4Q: 3 clusters Score -824239.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -824312.437500 Penalty: 2858.219727
	Iteration 5Q: 3 clusters Score -824312.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -824371.562500 Penalty: 2858.219727
	Iteration 6Q: 3 clusters Score -824371.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -824424.000000 Penalty: 2858.219727
	Iteration 7Q: 3 clusters Score -824424 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -824482.750000 Penalty: 2858.219727
	Iteration 8Q: 3 clusters Score -824482.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -824526.250000 Penalty: 2858.219727
	Iteration 9Q: 3 clusters Score -824526.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -824571.375000 Penalty: 2858.219727
	Iteration 10Q: 3 clusters Score -824571.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -824627.250000 Penalty: 2858.219727
	Iteration 11Q: 3 clusters Score -824627.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -824680.750000 Penalty: 2858.219727
	Iteration 12Q: 3 clusters Score -824680.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -824751.312500 Penalty: 2858.219727
	Iteration 13Q: 3 clusters Score -824751.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -824844.812500 Penalty: 2858.219727
	Iteration 14Q: 3 clusters Score -824844.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -824955.875000 Penalty: 2858.219727
	Iteration 15Q: 3 clusters Score -824955.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -825083.562500 Penalty: 2858.219727
	Iteration 16Q: 3 clusters Score -825083.6 nChanged 202
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: -825224.812500 Penalty: 2858.219727
	Iteration 17Q: 3 clusters Score -825224.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -825356.750000 Penalty: 2858.219727
	Iteration 18Q: 3 clusters Score -825356.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -825474.125000 Penalty: 2858.219727
	Iteration 19Q: 3 clusters Score -825474.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -825568.687500 Penalty: 2858.219727
	Iteration 20F: 3 clusters Score -825568.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -825643.500000 Penalty: 2858.219727
	Iteration 21Q: 3 clusters Score -825643.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -825692.812500 Penalty: 2858.219727
	Iteration 22Q: 3 clusters Score -825692.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -825747.625000 Penalty: 2858.219727
	Iteration 23Q: 3 clusters Score -825747.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -825785.562500 Penalty: 2858.219727
	Iteration 24Q: 3 clusters Score -825785.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -825827.812500 Penalty: 2858.219727
	Iteration 25Q: 3 clusters Score -825827.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -825858.000000 Penalty: 2858.219727
	Iteration 26Q: 3 clusters Score -825858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -825881.437500 Penalty: 2858.219727
	Iteration 27Q: 3 clusters Score -825881.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -825894.437500 Penalty: 2858.219727
	Iteration 28Q: 3 clusters Score -825894.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -825904.062500 Penalty: 2858.219727
	Iteration 29Q: 3 clusters Score -825904.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -825907.312500 Penalty: 2858.219727
	Iteration 30Q: 3 clusters Score -825907.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -825909.500000 Penalty: 2858.219727
	Iteration 31Q: 3 clusters Score -825909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -825911.500000 Penalty: 2858.219727
	Iteration 32Q: 3 clusters Score -825911.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -825912.937500 Penalty: 2858.219727
	Iteration 33Q: 3 clusters Score -825912.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -825914.500000 Penalty: 2858.219727
	Iteration 34Q: 3 clusters Score -825914.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -825918.375000 Penalty: 2858.219727
	Iteration 35Q: 3 clusters Score -825918.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -825920.687500 Penalty: 2858.219727
	Iteration 36Q: 3 clusters Score -825920.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -825923.062500 Penalty: 2858.219727
	Iteration 37Q: 3 clusters Score -825923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -825923.687500 Penalty: 2858.219727
	Iteration 38Q: 3 clusters Score -825923.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -825927.000000 Penalty: 2858.219727
	Iteration 39Q: 3 clusters Score -825927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -825930.875000 Penalty: 2858.219727
	Iteration 40F: 3 clusters Score -825930.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -825932.250000 Penalty: 2858.219727
	Iteration 41Q: 3 clusters Score -825932.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -825938.812500 Penalty: 2858.219727
	Iteration 42Q: 3 clusters Score -825938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -825942.687500 Penalty: 2858.219727
	Iteration 43Q: 3 clusters Score -825942.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -825949.125000 Penalty: 2858.219727
	Iteration 44Q: 3 clusters Score -825949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -825951.437500 Penalty: 2858.219727
	Iteration 45Q: 3 clusters Score -825951.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -825954.812500 Penalty: 2858.219727
	Iteration 46Q: 3 clusters Score -825954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -825957.000000 Penalty: 2858.219727
	Iteration 47Q: 3 clusters Score -825957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -825960.000000 Penalty: 2858.219727
	Iteration 48Q: 3 clusters Score -825960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -825963.750000 Penalty: 2858.219727
	Iteration 49Q: 3 clusters Score -825963.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -825964.437500 Penalty: 2858.219727
	Iteration 50Q: 3 clusters Score -825964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -825967.000000 Penalty: 2858.219727
	Iteration 51Q: 3 clusters Score -825967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -825966.625000 Penalty: 2858.219727
	Iteration 52Q: 3 clusters Score -825966.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -825970.937500 Penalty: 2858.219727
	Iteration 53Q: 3 clusters Score -825970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -825972.687500 Penalty: 2858.219727
	Iteration 54Q: 3 clusters Score -825972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -825973.687500 Penalty: 2858.219727
	Iteration 55Q: 3 clusters Score -825973.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -825975.312500 Penalty: 2858.219727
	Iteration 56Q: 3 clusters Score -825975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -825978.937500 Penalty: 2858.219727
	Iteration 57Q: 3 clusters Score -825978.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -825982.500000 Penalty: 2858.219727
	Iteration 58Q: 3 clusters Score -825982.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -825983.500000 Penalty: 2858.219727
	Iteration 59Q: 3 clusters Score -825983.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -825984.812500 Penalty: 2858.219727
	Iteration 60F: 3 clusters Score -825984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -825984.937500 Penalty: 2858.219727
	Iteration 61Q: 3 clusters Score -825984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -825986.750000 Penalty: 2858.219727
	Iteration 62Q: 3 clusters Score -825986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -825988.000000 Penalty: 2858.219727
	Iteration 63Q: 3 clusters Score -825988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -825991.062500 Penalty: 2858.219727
	Iteration 64Q: 3 clusters Score -825991.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -825993.687500 Penalty: 2858.219727
	Iteration 65Q: 3 clusters Score -825993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -825995.687500 Penalty: 2858.219727
	Iteration 66Q: 3 clusters Score -825995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -825996.187500 Penalty: 2858.219727
	Iteration 67Q: 3 clusters Score -825996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -825996.187500 Penalty: 2858.219727
	Iteration 68F: 3 clusters Score -825996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48056.441406 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -48056.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47042.171875 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -47042.17 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47312.128906 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -47312.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47449.210938 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -47449.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47589.199219 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -47589.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47696.078125 Penalty: 2017.791748
	Iteration 4F: 3 clusters Score -47696.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47804.609375 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -47804.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47859.890625 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -47859.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47888.300781 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -47888.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47903.234375 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -47903.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47907.496094 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -47907.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47907.496094 Penalty: 2017.791748
	Iteration 10F: 3 clusters Score -47907.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -620471.062500 Penalty: 1388.941895
	Iteration 0F: 2 clusters Score -620471.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -616362.125000 Penalty: 2777.883789
	Iteration 0F: 3 clusters Score -616362.1 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -617534.125000 Penalty: 2777.883789
	Iteration 1F: 3 clusters Score -617534.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -617750.375000 Penalty: 2777.883789
	Iteration 2F: 3 clusters Score -617750.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -617903.312500 Penalty: 2777.883789
	Iteration 3F: 3 clusters Score -617903.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -618021.000000 Penalty: 2777.883789
	Iteration 4Q: 3 clusters Score -618021 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -618137.312500 Penalty: 2777.883789
	Iteration 5Q: 3 clusters Score -618137.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -618271.875000 Penalty: 2777.883789
	Iteration 6Q: 3 clusters Score -618271.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -618398.562500 Penalty: 2777.883789
	Iteration 7Q: 3 clusters Score -618398.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -618516.750000 Penalty: 2777.883789
	Iteration 8Q: 3 clusters Score -618516.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -618620.937500 Penalty: 2777.883789
	Iteration 9Q: 3 clusters Score -618620.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -618730.437500 Penalty: 2777.883789
	Iteration 10Q: 3 clusters Score -618730.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -618850.125000 Penalty: 2777.883789
	Iteration 11Q: 3 clusters Score -618850.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -618968.625000 Penalty: 2777.883789
	Iteration 12Q: 3 clusters Score -618968.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -619047.187500 Penalty: 2777.883789
	Iteration 13Q: 3 clusters Score -619047.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -619112.750000 Penalty: 2777.883789
	Iteration 14Q: 3 clusters Score -619112.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -619159.187500 Penalty: 2777.883789
	Iteration 15Q: 3 clusters Score -619159.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -619201.250000 Penalty: 2777.883789
	Iteration 16Q: 3 clusters Score -619201.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -619254.750000 Penalty: 2777.883789
	Iteration 17Q: 3 clusters Score -619254.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -619313.562500 Penalty: 2777.883789
	Iteration 18Q: 3 clusters Score -619313.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -619373.500000 Penalty: 2777.883789
	Iteration 19Q: 3 clusters Score -619373.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -619416.687500 Penalty: 2777.883789
	Iteration 20F: 3 clusters Score -619416.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -619446.687500 Penalty: 2777.883789
	Iteration 21Q: 3 clusters Score -619446.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -619474.000000 Penalty: 2777.883789
	Iteration 22Q: 3 clusters Score -619474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -619499.437500 Penalty: 2777.883789
	Iteration 23Q: 3 clusters Score -619499.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -619526.625000 Penalty: 2777.883789
	Iteration 24Q: 3 clusters Score -619526.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -619555.312500 Penalty: 2777.883789
	Iteration 25Q: 3 clusters Score -619555.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -619574.750000 Penalty: 2777.883789
	Iteration 26Q: 3 clusters Score -619574.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -619596.875000 Penalty: 2777.883789
	Iteration 27Q: 3 clusters Score -619596.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -619610.312500 Penalty: 2777.883789
	Iteration 28Q: 3 clusters Score -619610.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -619616.812500 Penalty: 2777.883789
	Iteration 29Q: 3 clusters Score -619616.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -619623.562500 Penalty: 2777.883789
	Iteration 30Q: 3 clusters Score -619623.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -619626.437500 Penalty: 2777.883789
	Iteration 31Q: 3 clusters Score -619626.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -619630.687500 Penalty: 2777.883789
	Iteration 32Q: 3 clusters Score -619630.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -619636.187500 Penalty: 2777.883789
	Iteration 33Q: 3 clusters Score -619636.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -619640.500000 Penalty: 2777.883789
	Iteration 34Q: 3 clusters Score -619640.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -619643.062500 Penalty: 2777.883789
	Iteration 35Q: 3 clusters Score -619643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -619646.625000 Penalty: 2777.883789
	Iteration 36Q: 3 clusters Score -619646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -619647.312500 Penalty: 2777.883789
	Iteration 37Q: 3 clusters Score -619647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -619648.875000 Penalty: 2777.883789
	Iteration 38Q: 3 clusters Score -619648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -619648.875000 Penalty: 2777.883789
	Iteration 39F: 3 clusters Score -619648.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30365.167969 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30365.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29550.474609 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29550.47 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29879.109375 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -29879.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29979.904297 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -29979.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30056.675781 Penalty: 1925.383179
	Iteration 3Q: 3 clusters Score -30056.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30111.218750 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -30111.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30137.580078 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30137.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30144.966797 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -30144.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30147.175781 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -30147.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30148.203125 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -30148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30148.203125 Penalty: 1925.383179
	Iteration 9F: 3 clusters Score -30148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Entering Unmasked Estep 
Score: -423348.593750 Penalty: 1333.392456
	Iteration 0F: 2 clusters Score -423348.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -420164.843750 Penalty: 2666.784912
	Iteration 0F: 3 clusters Score -420164.8 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -421055.218750 Penalty: 2666.784912
	Iteration 1F: 3 clusters Score -421055.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -421276.375000 Penalty: 2666.784912
	Iteration 2F: 3 clusters Score -421276.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -421404.625000 Penalty: 2666.784912
	Iteration 3F: 3 clusters Score -421404.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -421517.625000 Penalty: 2666.784912
	Iteration 4Q: 3 clusters Score -421517.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -421601.500000 Penalty: 2666.784912
	Iteration 5Q: 3 clusters Score -421601.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -421670.343750 Penalty: 2666.784912
	Iteration 6Q: 3 clusters Score -421670.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -421721.625000 Penalty: 2666.784912
	Iteration 7Q: 3 clusters Score -421721.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -421756.062500 Penalty: 2666.784912
	Iteration 8Q: 3 clusters Score -421756.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -421804.531250 Penalty: 2666.784912
	Iteration 9Q: 3 clusters Score -421804.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -421850.125000 Penalty: 2666.784912
	Iteration 10Q: 3 clusters Score -421850.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -421887.625000 Penalty: 2666.784912
	Iteration 11Q: 3 clusters Score -421887.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -421922.781250 Penalty: 2666.784912
	Iteration 12Q: 3 clusters Score -421922.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -421966.031250 Penalty: 2666.784912
	Iteration 13Q: 3 clusters Score -421966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -422015.312500 Penalty: 2666.784912
	Iteration 14Q: 3 clusters Score -422015.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -422069.437500 Penalty: 2666.784912
	Iteration 15Q: 3 clusters Score -422069.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -422126.312500 Penalty: 2666.784912
	Iteration 16Q: 3 clusters Score -422126.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -422199.812500 Penalty: 2666.784912
	Iteration 17Q: 3 clusters Score -422199.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -422270.406250 Penalty: 2666.784912
	Iteration 18Q: 3 clusters Score -422270.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -422325.687500 Penalty: 2666.784912
	Iteration 19Q: 3 clusters Score -422325.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -422387.250000 Penalty: 2666.784912
	Iteration 20F: 3 clusters Score -422387.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -422481.812500 Penalty: 2666.784912
	Iteration 21Q: 3 clusters Score -422481.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -422612.375000 Penalty: 2666.784912
	Iteration 22Q: 3 clusters Score -422612.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -422733.750000 Penalty: 2666.784912
	Iteration 23Q: 3 clusters Score -422733.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -422817.875000 Penalty: 2666.784912
	Iteration 24Q: 3 clusters Score -422817.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -422884.531250 Penalty: 2666.784912
	Iteration 25Q: 3 clusters Score -422884.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -422945.656250 Penalty: 2666.784912
	Iteration 26Q: 3 clusters Score -422945.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -422971.125000 Penalty: 2666.784912
	Iteration 27Q: 3 clusters Score -422971.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -422991.125000 Penalty: 2666.784912
	Iteration 28Q: 3 clusters Score -422991.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -423002.250000 Penalty: 2666.784912
	Iteration 29Q: 3 clusters Score -423002.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -423008.781250 Penalty: 2666.784912
	Iteration 30Q: 3 clusters Score -423008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -423012.906250 Penalty: 2666.784912
	Iteration 31Q: 3 clusters Score -423012.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -423014.531250 Penalty: 2666.784912
	Iteration 32Q: 3 clusters Score -423014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -423017.062500 Penalty: 2666.784912
	Iteration 33Q: 3 clusters Score -423017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -423019.437500 Penalty: 2666.784912
	Iteration 34Q: 3 clusters Score -423019.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -423021.812500 Penalty: 2666.784912
	Iteration 35Q: 3 clusters Score -423021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -423024.500000 Penalty: 2666.784912
	Iteration 36Q: 3 clusters Score -423024.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -423026.781250 Penalty: 2666.784912
	Iteration 37Q: 3 clusters Score -423026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -423028.250000 Penalty: 2666.784912
	Iteration 38Q: 3 clusters Score -423028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -423030.906250 Penalty: 2666.784912
	Iteration 39Q: 3 clusters Score -423030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -423031.281250 Penalty: 2666.784912
	Iteration 40F: 3 clusters Score -423031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -423032.062500 Penalty: 2666.784912
	Iteration 41Q: 3 clusters Score -423032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -423032.937500 Penalty: 2666.784912
	Iteration 42Q: 3 clusters Score -423032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -423033.156250 Penalty: 2666.784912
	Iteration 43Q: 3 clusters Score -423033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -423034.343750 Penalty: 2666.784912
	Iteration 44Q: 3 clusters Score -423034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -423034.406250 Penalty: 2666.784912
	Iteration 45Q: 3 clusters Score -423034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -423034.906250 Penalty: 2666.784912
	Iteration 46Q: 3 clusters Score -423034.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -423034.906250 Penalty: 2666.784912
	Iteration 47F: 3 clusters Score -423034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -384611.437500 Penalty: 1316.571899
	Iteration 0F: 2 clusters Score -384611.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -381724.687500 Penalty: 2633.143799
	Iteration 0F: 3 clusters Score -381724.7 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -382427.593750 Penalty: 2633.143799
	Iteration 1F: 3 clusters Score -382427.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -382565.312500 Penalty: 2633.143799
	Iteration 2F: 3 clusters Score -382565.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -382668.156250 Penalty: 2633.143799
	Iteration 3F: 3 clusters Score -382668.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -382746.531250 Penalty: 2633.143799
	Iteration 4Q: 3 clusters Score -382746.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -382821.750000 Penalty: 2633.143799
	Iteration 5Q: 3 clusters Score -382821.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -382876.156250 Penalty: 2633.143799
	Iteration 6Q: 3 clusters Score -382876.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -382933.281250 Penalty: 2633.143799
	Iteration 7Q: 3 clusters Score -382933.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -382991.406250 Penalty: 2633.143799
	Iteration 8Q: 3 clusters Score -382991.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -383036.843750 Penalty: 2633.143799
	Iteration 9Q: 3 clusters Score -383036.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -383075.500000 Penalty: 2633.143799
	Iteration 10Q: 3 clusters Score -383075.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -383117.781250 Penalty: 2633.143799
	Iteration 11Q: 3 clusters Score -383117.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -383166.062500 Penalty: 2633.143799
	Iteration 12Q: 3 clusters Score -383166.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -383208.125000 Penalty: 2633.143799
	Iteration 13Q: 3 clusters Score -383208.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -383256.281250 Penalty: 2633.143799
	Iteration 14Q: 3 clusters Score -383256.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -383316.093750 Penalty: 2633.143799
	Iteration 15Q: 3 clusters Score -383316.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -383399.437500 Penalty: 2633.143799
	Iteration 16Q: 3 clusters Score -383399.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -383491.843750 Penalty: 2633.143799
	Iteration 17Q: 3 clusters Score -383491.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -383561.343750 Penalty: 2633.143799
	Iteration 18Q: 3 clusters Score -383561.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -383621.125000 Penalty: 2633.143799
	Iteration 19Q: 3 clusters Score -383621.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -383652.156250 Penalty: 2633.143799
	Iteration 20F: 3 clusters Score -383652.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -383672.750000 Penalty: 2633.143799
	Iteration 21Q: 3 clusters Score -383672.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -383686.187500 Penalty: 2633.143799
	Iteration 22Q: 3 clusters Score -383686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -383694.000000 Penalty: 2633.143799
	Iteration 23Q: 3 clusters Score -383694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -383701.312500 Penalty: 2633.143799
	Iteration 24Q: 3 clusters Score -383701.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -383707.312500 Penalty: 2633.143799
	Iteration 25Q: 3 clusters Score -383707.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -383714.093750 Penalty: 2633.143799
	Iteration 26Q: 3 clusters Score -383714.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -383721.781250 Penalty: 2633.143799
	Iteration 27Q: 3 clusters Score -383721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -383725.187500 Penalty: 2633.143799
	Iteration 28Q: 3 clusters Score -383725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -383726.562500 Penalty: 2633.143799
	Iteration 29Q: 3 clusters Score -383726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -383727.875000 Penalty: 2633.143799
	Iteration 30Q: 3 clusters Score -383727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -383729.812500 Penalty: 2633.143799
	Iteration 31Q: 3 clusters Score -383729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -383733.156250 Penalty: 2633.143799
	Iteration 32Q: 3 clusters Score -383733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -383732.406250 Penalty: 2633.143799
	Iteration 33Q: 3 clusters Score -383732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -383734.343750 Penalty: 2633.143799
	Iteration 34Q: 3 clusters Score -383734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -383733.625000 Penalty: 2633.143799
	Iteration 35Q: 3 clusters Score -383733.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -383733.625000 Penalty: 2633.143799
	Iteration 36F: 3 clusters Score -383733.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Entering Unmasked Estep 
Score: -1204594.750000 Penalty: 1497.199463
	Iteration 0F: 2 clusters Score -1204595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1197424.000000 Penalty: 2994.398926
	Iteration 0F: 3 clusters Score -1197424 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1199785.875000 Penalty: 2994.398926
	Iteration 1F: 3 clusters Score -1199786 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1200127.625000 Penalty: 2994.398926
	Iteration 2F: 3 clusters Score -1200128 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1200433.250000 Penalty: 2994.398926
	Iteration 3F: 3 clusters Score -1200433 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1200700.375000 Penalty: 2994.398926
	Iteration 4F: 3 clusters Score -1200700 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1200960.125000 Penalty: 2994.398926
	Iteration 5Q: 3 clusters Score -1200960 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1201271.375000 Penalty: 2994.398926
	Iteration 6Q: 3 clusters Score -1201271 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1201588.625000 Penalty: 2994.398926
	Iteration 7Q: 3 clusters Score -1201589 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1201936.625000 Penalty: 2994.398926
	Iteration 8Q: 3 clusters Score -1201937 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1202322.500000 Penalty: 2994.398926
	Iteration 9F: 3 clusters Score -1202322 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1202684.500000 Penalty: 2994.398926
	Iteration 10Q: 3 clusters Score -1202684 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1202981.000000 Penalty: 2994.398926
	Iteration 11Q: 3 clusters Score -1202981 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1203202.000000 Penalty: 2994.398926
	Iteration 12Q: 3 clusters Score -1203202 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1203372.000000 Penalty: 2994.398926
	Iteration 13Q: 3 clusters Score -1203372 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1203469.375000 Penalty: 2994.398926
	Iteration 14Q: 3 clusters Score -1203469 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1203526.875000 Penalty: 2994.398926
	Iteration 15Q: 3 clusters Score -1203527 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1203579.875000 Penalty: 2994.398926
	Iteration 16Q: 3 clusters Score -1203580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1203630.125000 Penalty: 2994.398926
	Iteration 17Q: 3 clusters Score -1203630 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1203677.125000 Penalty: 2994.398926
	Iteration 18Q: 3 clusters Score -1203677 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1203712.500000 Penalty: 2994.398926
	Iteration 19Q: 3 clusters Score -1203712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1203735.125000 Penalty: 2994.398926
	Iteration 20F: 3 clusters Score -1203735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1203757.375000 Penalty: 2994.398926
	Iteration 21Q: 3 clusters Score -1203757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1203770.625000 Penalty: 2994.398926
	Iteration 22Q: 3 clusters Score -1203771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1203779.125000 Penalty: 2994.398926
	Iteration 23Q: 3 clusters Score -1203779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1203789.125000 Penalty: 2994.398926
	Iteration 24Q: 3 clusters Score -1203789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1203794.750000 Penalty: 2994.398926
	Iteration 25Q: 3 clusters Score -1203795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1203800.000000 Penalty: 2994.398926
	Iteration 26Q: 3 clusters Score -1203800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1203804.625000 Penalty: 2994.398926
	Iteration 27Q: 3 clusters Score -1203805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1203806.000000 Penalty: 2994.398926
	Iteration 28Q: 3 clusters Score -1203806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1203815.000000 Penalty: 2994.398926
	Iteration 29Q: 3 clusters Score -1203815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1203816.375000 Penalty: 2994.398926
	Iteration 30Q: 3 clusters Score -1203816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1203814.125000 Penalty: 2994.398926
	Iteration 31Q: 3 clusters Score -1203814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1203814.125000 Penalty: 2994.398926
	Iteration 32F: 3 clusters Score -1203814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Entering Unmasked Estep 
Score: -11742839.000000 Penalty: 1862.858765
	Iteration 0F: 2 clusters Score -1.174284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -11680499.000000 Penalty: 3725.717529
	Iteration 0F: 3 clusters Score -1.16805e+07 nChanged 45417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -11706406.000000 Penalty: 3725.717529
	Iteration 1F: 3 clusters Score -1.170641e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -11707435.000000 Penalty: 3725.717529
	Iteration 2Q: 3 clusters Score -1.170744e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -11708713.000000 Penalty: 3725.717529
	Iteration 3Q: 3 clusters Score -1.170871e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -11710887.000000 Penalty: 3725.717529
	Iteration 4Q: 3 clusters Score -1.171089e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -11714585.000000 Penalty: 3725.717529
	Iteration 5F: 3 clusters Score -1.171458e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -11720131.000000 Penalty: 3725.717529
	Iteration 6F: 3 clusters Score -1.172013e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -11726834.000000 Penalty: 3725.717529
	Iteration 7F: 3 clusters Score -1.172683e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -11732532.000000 Penalty: 3725.717529
	Iteration 8F: 3 clusters Score -1.173253e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -11735994.000000 Penalty: 3725.717529
	Iteration 9Q: 3 clusters Score -1.173599e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -11737975.000000 Penalty: 3725.717529
	Iteration 10Q: 3 clusters Score -1.173798e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -11739180.000000 Penalty: 3725.717529
	Iteration 11Q: 3 clusters Score -1.173918e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -11739971.000000 Penalty: 3725.717529
	Iteration 12Q: 3 clusters Score -1.173997e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -11740423.000000 Penalty: 3725.717529
	Iteration 13Q: 3 clusters Score -1.174042e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -11740764.000000 Penalty: 3725.717529
	Iteration 14Q: 3 clusters Score -1.174076e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 94041 members 
Entering Unmasked Estep 
Score: -11740967.000000 Penalty: 3725.717529
	Iteration 15Q: 3 clusters Score -1.174097e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 94248 members 
Entering Unmasked Estep 
Score: -11741116.000000 Penalty: 3725.717529
	Iteration 16Q: 3 clusters Score -1.174112e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -11741206.000000 Penalty: 3725.717529
	Iteration 17Q: 3 clusters Score -1.174121e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -11741317.000000 Penalty: 3725.717529
	Iteration 18Q: 3 clusters Score -1.174132e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 94523 members 
Entering Unmasked Estep 
Score: -11741333.000000 Penalty: 3725.717529
	Iteration 19Q: 3 clusters Score -1.174133e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -11741382.000000 Penalty: 3725.717529
	Iteration 20F: 3 clusters Score -1.174138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -11741406.000000 Penalty: 3725.717529
	Iteration 21Q: 3 clusters Score -1.174141e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 94642 members 
Entering Unmasked Estep 
Score: -11741413.000000 Penalty: 3725.717529
	Iteration 22Q: 3 clusters Score -1.174141e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 94667 members 
Entering Unmasked Estep 
Score: -11741443.000000 Penalty: 3725.717529
	Iteration 23Q: 3 clusters Score -1.174144e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -11741456.000000 Penalty: 3725.717529
	Iteration 24Q: 3 clusters Score -1.174146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -11741469.000000 Penalty: 3725.717529
	Iteration 25Q: 3 clusters Score -1.174147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 94734 members 
Entering Unmasked Estep 
Score: -11741467.000000 Penalty: 3725.717529
	Iteration 26Q: 3 clusters Score -1.174147e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 94738 members 
Entering Unmasked Estep 
Score: -11741476.000000 Penalty: 3725.717529
	Iteration 27Q: 3 clusters Score -1.174148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 94747 members 
Entering Unmasked Estep 
Score: -11741499.000000 Penalty: 3725.717529
	Iteration 28Q: 3 clusters Score -1.17415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -11741495.000000 Penalty: 3725.717529
	Iteration 29Q: 3 clusters Score -1.17415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -11741490.000000 Penalty: 3725.717529
	Iteration 30Q: 3 clusters Score -1.174149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -11741500.000000 Penalty: 3725.717529
	Iteration 31Q: 3 clusters Score -1.17415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -11741508.000000 Penalty: 3725.717529
	Iteration 32Q: 3 clusters Score -1.174151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 94766 members 
Entering Unmasked Estep 
Score: -11741519.000000 Penalty: 3725.717529
	Iteration 33Q: 3 clusters Score -1.174152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 94769 members 
Entering Unmasked Estep 
Score: -11741509.000000 Penalty: 3725.717529
	Iteration 34Q: 3 clusters Score -1.174151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -11741516.000000 Penalty: 3725.717529
	Iteration 35Q: 3 clusters Score -1.174152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -11741514.000000 Penalty: 3725.717529
	Iteration 36Q: 3 clusters Score -1.174151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -11741510.000000 Penalty: 3725.717529
	Iteration 37Q: 3 clusters Score -1.174151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 94776 members 
Entering Unmasked Estep 
Score: -11741509.000000 Penalty: 3725.717529
	Iteration 38Q: 3 clusters Score -1.174151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
Score: -11741521.000000 Penalty: 3725.717529
	Iteration 39Q: 3 clusters Score -1.174152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -11741524.000000 Penalty: 3725.717529
	Iteration 40F: 3 clusters Score -1.174152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -11741524.000000 Penalty: 3725.717529
	Iteration 41Q: 3 clusters Score -1.174152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 94794 members 
Entering Unmasked Estep 
Score: -11741531.000000 Penalty: 3725.717529
	Iteration 42Q: 3 clusters Score -1.174153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -11741527.000000 Penalty: 3725.717529
	Iteration 43Q: 3 clusters Score -1.174153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -11741525.000000 Penalty: 3725.717529
	Iteration 44Q: 3 clusters Score -1.174152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -11741529.000000 Penalty: 3725.717529
	Iteration 45Q: 3 clusters Score -1.174153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 94789 members 
Entering Unmasked Estep 
Score: -11741524.000000 Penalty: 3725.717529
	Iteration 46Q: 3 clusters Score -1.174152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 94788 members 
Entering Unmasked Estep 
Score: -11741531.000000 Penalty: 3725.717529
	Iteration 47Q: 3 clusters Score -1.174153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 94788 members 
Entering Unmasked Estep 
Score: -11741531.000000 Penalty: 3725.717529
	Iteration 48F: 3 clusters Score -1.174153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -816618.312500 Penalty: 1429.650757
	Iteration 0F: 2 clusters Score -816618.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -811567.250000 Penalty: 2859.301514
	Iteration 0F: 3 clusters Score -811567.2 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -813101.000000 Penalty: 2859.301514
	Iteration 1F: 3 clusters Score -813101 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -813279.000000 Penalty: 2859.301514
	Iteration 2F: 3 clusters Score -813279 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -813391.187500 Penalty: 2859.301514
	Iteration 3Q: 3 clusters Score -813391.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -813466.750000 Penalty: 2859.301514
	Iteration 4Q: 3 clusters Score -813466.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -813535.875000 Penalty: 2859.301514
	Iteration 5Q: 3 clusters Score -813535.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -813601.062500 Penalty: 2859.301514
	Iteration 6Q: 3 clusters Score -813601.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -813670.500000 Penalty: 2859.301514
	Iteration 7Q: 3 clusters Score -813670.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -813737.187500 Penalty: 2859.301514
	Iteration 8Q: 3 clusters Score -813737.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -813820.375000 Penalty: 2859.301514
	Iteration 9Q: 3 clusters Score -813820.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -813927.062500 Penalty: 2859.301514
	Iteration 10Q: 3 clusters Score -813927.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -814065.687500 Penalty: 2859.301514
	Iteration 11Q: 3 clusters Score -814065.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -814236.812500 Penalty: 2859.301514
	Iteration 12Q: 3 clusters Score -814236.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -814445.125000 Penalty: 2859.301514
	Iteration 13Q: 3 clusters Score -814445.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -814641.437500 Penalty: 2859.301514
	Iteration 14Q: 3 clusters Score -814641.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -814873.000000 Penalty: 2859.301514
	Iteration 15Q: 3 clusters Score -814873 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -815064.687500 Penalty: 2859.301514
	Iteration 16Q: 3 clusters Score -815064.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -815197.375000 Penalty: 2859.301514
	Iteration 17Q: 3 clusters Score -815197.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -815290.000000 Penalty: 2859.301514
	Iteration 18Q: 3 clusters Score -815290 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -815356.562500 Penalty: 2859.301514
	Iteration 19Q: 3 clusters Score -815356.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -815393.750000 Penalty: 2859.301514
	Iteration 20F: 3 clusters Score -815393.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -815413.062500 Penalty: 2859.301514
	Iteration 21Q: 3 clusters Score -815413.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -815425.937500 Penalty: 2859.301514
	Iteration 22Q: 3 clusters Score -815425.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -815432.187500 Penalty: 2859.301514
	Iteration 23Q: 3 clusters Score -815432.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -815436.625000 Penalty: 2859.301514
	Iteration 24Q: 3 clusters Score -815436.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -815439.875000 Penalty: 2859.301514
	Iteration 25Q: 3 clusters Score -815439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -815440.437500 Penalty: 2859.301514
	Iteration 26Q: 3 clusters Score -815440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -815440.937500 Penalty: 2859.301514
	Iteration 27Q: 3 clusters Score -815440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -815441.125000 Penalty: 2859.301514
	Iteration 28Q: 3 clusters Score -815441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -815441.750000 Penalty: 2859.301514
	Iteration 29Q: 3 clusters Score -815441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -815441.750000 Penalty: 2859.301514
	Iteration 30F: 3 clusters Score -815441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -344291.750000 Penalty: 1298.248535
	Iteration 0F: 2 clusters Score -344291.8 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 1506 members 
Entering Unmasked Estep 
Score: -341651.125000 Penalty: 2596.497070
	Iteration 0F: 3 clusters Score -341651.1 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -342235.125000 Penalty: 2596.497070
	Iteration 1F: 3 clusters Score -342235.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -342383.093750 Penalty: 2596.497070
	Iteration 2F: 3 clusters Score -342383.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -342489.125000 Penalty: 2596.497070
	Iteration 3F: 3 clusters Score -342489.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -342563.281250 Penalty: 2596.497070
	Iteration 4Q: 3 clusters Score -342563.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -342641.593750 Penalty: 2596.497070
	Iteration 5Q: 3 clusters Score -342641.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -342724.656250 Penalty: 2596.497070
	Iteration 6Q: 3 clusters Score -342724.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -342814.812500 Penalty: 2596.497070
	Iteration 7Q: 3 clusters Score -342814.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -342940.156250 Penalty: 2596.497070
	Iteration 8Q: 3 clusters Score -342940.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -343128.093750 Penalty: 2596.497070
	Iteration 9Q: 3 clusters Score -343128.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -343395.812500 Penalty: 2596.497070
	Iteration 10F: 3 clusters Score -343395.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -343706.500000 Penalty: 2596.497070
	Iteration 11F: 3 clusters Score -343706.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -343925.250000 Penalty: 2596.497070
	Iteration 12F: 3 clusters Score -343925.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -344020.406250 Penalty: 2596.497070
	Iteration 13Q: 3 clusters Score -344020.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -344071.156250 Penalty: 2596.497070
	Iteration 14Q: 3 clusters Score -344071.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -344098.343750 Penalty: 2596.497070
	Iteration 15Q: 3 clusters Score -344098.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -344109.468750 Penalty: 2596.497070
	Iteration 16Q: 3 clusters Score -344109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -344113.875000 Penalty: 2596.497070
	Iteration 17Q: 3 clusters Score -344113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -344117.093750 Penalty: 2596.497070
	Iteration 18Q: 3 clusters Score -344117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -344117.968750 Penalty: 2596.497070
	Iteration 19Q: 3 clusters Score -344118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -344119.250000 Penalty: 2596.497070
	Iteration 20F: 3 clusters Score -344119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -344121.218750 Penalty: 2596.497070
	Iteration 21Q: 3 clusters Score -344121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -344121.718750 Penalty: 2596.497070
	Iteration 22Q: 3 clusters Score -344121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -344121.812500 Penalty: 2596.497070
	Iteration 23Q: 3 clusters Score -344121.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -344121.812500 Penalty: 2596.497070
	Iteration 24F: 3 clusters Score -344121.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -192697.390625 Penalty: 1212.516602
	Iteration 0F: 2 clusters Score -192697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -190852.593750 Penalty: 2425.033203
	Iteration 0F: 3 clusters Score -190852.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -191548.406250 Penalty: 2425.033203
	Iteration 1F: 3 clusters Score -191548.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -191824.703125 Penalty: 2425.033203
	Iteration 2F: 3 clusters Score -191824.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -191995.375000 Penalty: 2425.033203
	Iteration 3F: 3 clusters Score -191995.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -192084.859375 Penalty: 2425.033203
	Iteration 4Q: 3 clusters Score -192084.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -192156.453125 Penalty: 2425.033203
	Iteration 5Q: 3 clusters Score -192156.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -192195.437500 Penalty: 2425.033203
	Iteration 6Q: 3 clusters Score -192195.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -192227.109375 Penalty: 2425.033203
	Iteration 7Q: 3 clusters Score -192227.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -192254.453125 Penalty: 2425.033203
	Iteration 8Q: 3 clusters Score -192254.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -192272.750000 Penalty: 2425.033203
	Iteration 9Q: 3 clusters Score -192272.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -192297.796875 Penalty: 2425.033203
	Iteration 10Q: 3 clusters Score -192297.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -192316.703125 Penalty: 2425.033203
	Iteration 11Q: 3 clusters Score -192316.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -192329.546875 Penalty: 2425.033203
	Iteration 12Q: 3 clusters Score -192329.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -192346.203125 Penalty: 2425.033203
	Iteration 13Q: 3 clusters Score -192346.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -192359.296875 Penalty: 2425.033203
	Iteration 14Q: 3 clusters Score -192359.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -192368.156250 Penalty: 2425.033203
	Iteration 15Q: 3 clusters Score -192368.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192373.296875 Penalty: 2425.033203
	Iteration 16Q: 3 clusters Score -192373.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -192375.296875 Penalty: 2425.033203
	Iteration 17Q: 3 clusters Score -192375.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -192376.937500 Penalty: 2425.033203
	Iteration 18Q: 3 clusters Score -192376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -192377.859375 Penalty: 2425.033203
	Iteration 19Q: 3 clusters Score -192377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -192378.250000 Penalty: 2425.033203
	Iteration 20F: 3 clusters Score -192378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192379.296875 Penalty: 2425.033203
	Iteration 21Q: 3 clusters Score -192379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -192379.984375 Penalty: 2425.033203
	Iteration 22Q: 3 clusters Score -192380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192380.062500 Penalty: 2425.033203
	Iteration 23Q: 3 clusters Score -192380.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192380.062500 Penalty: 2425.033203
	Iteration 24F: 3 clusters Score -192380.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Entering Unmasked Estep 
Score: -6161325.000000 Penalty: 1752.858521
	Iteration 0F: 2 clusters Score -6161325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -6129781.500000 Penalty: 3505.717041
	Iteration 0F: 3 clusters Score -6129782 nChanged 22740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -6142801.500000 Penalty: 3505.717041
	Iteration 1F: 3 clusters Score -6142802 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -6143752.000000 Penalty: 3505.717041
	Iteration 2Q: 3 clusters Score -6143752 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -6144821.000000 Penalty: 3505.717041
	Iteration 3Q: 3 clusters Score -6144821 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -6146095.000000 Penalty: 3505.717041
	Iteration 4F: 3 clusters Score -6146095 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -6147867.500000 Penalty: 3505.717041
	Iteration 5F: 3 clusters Score -6147868 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -6150244.000000 Penalty: 3505.717041
	Iteration 6F: 3 clusters Score -6150244 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -6152938.500000 Penalty: 3505.717041
	Iteration 7F: 3 clusters Score -6152938 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -6155201.000000 Penalty: 3505.717041
	Iteration 8F: 3 clusters Score -6155201 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -6156660.500000 Penalty: 3505.717041
	Iteration 9Q: 3 clusters Score -6156660 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -6157501.500000 Penalty: 3505.717041
	Iteration 10Q: 3 clusters Score -6157502 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -6158045.500000 Penalty: 3505.717041
	Iteration 11Q: 3 clusters Score -6158046 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -6158453.000000 Penalty: 3505.717041
	Iteration 12Q: 3 clusters Score -6158453 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -6158790.000000 Penalty: 3505.717041
	Iteration 13Q: 3 clusters Score -6158790 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -6159106.500000 Penalty: 3505.717041
	Iteration 14Q: 3 clusters Score -6159106 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -6159301.000000 Penalty: 3505.717041
	Iteration 15Q: 3 clusters Score -6159301 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -6159504.000000 Penalty: 3505.717041
	Iteration 16Q: 3 clusters Score -6159504 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -6159632.500000 Penalty: 3505.717041
	Iteration 17Q: 3 clusters Score -6159632 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -6159736.000000 Penalty: 3505.717041
	Iteration 18Q: 3 clusters Score -6159736 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -6159828.000000 Penalty: 3505.717041
	Iteration 19Q: 3 clusters Score -6159828 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -6159910.000000 Penalty: 3505.717041
	Iteration 20F: 3 clusters Score -6159910 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -6159968.500000 Penalty: 3505.717041
	Iteration 21Q: 3 clusters Score -6159968 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -6160005.500000 Penalty: 3505.717041
	Iteration 22Q: 3 clusters Score -6160006 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -6160058.500000 Penalty: 3505.717041
	Iteration 23Q: 3 clusters Score -6160058 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -6160088.000000 Penalty: 3505.717041
	Iteration 24Q: 3 clusters Score -6160088 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -6160125.500000 Penalty: 3505.717041
	Iteration 25Q: 3 clusters Score -6160126 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -6160210.500000 Penalty: 3505.717041
	Iteration 26Q: 3 clusters Score -6160210 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -6160205.500000 Penalty: 3505.717041
	Iteration 27Q: 3 clusters Score -6160206 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6160238.500000 Penalty: 3505.717041
	Iteration 28Q: 3 clusters Score -6160238 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6160257.500000 Penalty: 3505.717041
	Iteration 29Q: 3 clusters Score -6160258 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6160258.500000 Penalty: 3505.717041
	Iteration 30Q: 3 clusters Score -6160258 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6160258.000000 Penalty: 3505.717041
	Iteration 31Q: 3 clusters Score -6160258 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6160234.500000 Penalty: 3505.717041
	Iteration 32Q: 3 clusters Score -6160234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6160217.500000 Penalty: 3505.717041
	Iteration 33Q: 3 clusters Score -6160218 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6160222.500000 Penalty: 3505.717041
	Iteration 34Q: 3 clusters Score -6160222 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6160244.000000 Penalty: 3505.717041
	Iteration 35Q: 3 clusters Score -6160244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6160243.500000 Penalty: 3505.717041
	Iteration 36Q: 3 clusters Score -6160244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6160229.000000 Penalty: 3505.717041
	Iteration 37Q: 3 clusters Score -6160229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6160207.000000 Penalty: 3505.717041
	Iteration 38Q: 3 clusters Score -6160207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6160202.000000 Penalty: 3505.717041
	Iteration 39Q: 3 clusters Score -6160202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6160221.000000 Penalty: 3505.717041
	Iteration 40F: 3 clusters Score -6160221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6160208.000000 Penalty: 3505.717041
	Iteration 41Q: 3 clusters Score -6160208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6160208.500000 Penalty: 3505.717041
	Iteration 42Q: 3 clusters Score -6160208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6160205.000000 Penalty: 3505.717041
	Iteration 43Q: 3 clusters Score -6160205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6160203.000000 Penalty: 3505.717041
	Iteration 44Q: 3 clusters Score -6160203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6160208.500000 Penalty: 3505.717041
	Iteration 45Q: 3 clusters Score -6160208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6160205.500000 Penalty: 3505.717041
	Iteration 46Q: 3 clusters Score -6160206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6160201.000000 Penalty: 3505.717041
	Iteration 47Q: 3 clusters Score -6160201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6160200.500000 Penalty: 3505.717041
	Iteration 48Q: 3 clusters Score -6160200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6160190.500000 Penalty: 3505.717041
	Iteration 49Q: 3 clusters Score -6160190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6160188.500000 Penalty: 3505.717041
	Iteration 50Q: 3 clusters Score -6160188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6160186.000000 Penalty: 3505.717041
	Iteration 51Q: 3 clusters Score -6160186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6160186.000000 Penalty: 3505.717041
	Iteration 52Q: 3 clusters Score -6160186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6160188.000000 Penalty: 3505.717041
	Iteration 53Q: 3 clusters Score -6160188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6160193.500000 Penalty: 3505.717041
	Iteration 54Q: 3 clusters Score -6160194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6160196.500000 Penalty: 3505.717041
	Iteration 55Q: 3 clusters Score -6160196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6160197.000000 Penalty: 3505.717041
	Iteration 56Q: 3 clusters Score -6160197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6160198.000000 Penalty: 3505.717041
	Iteration 57Q: 3 clusters Score -6160198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6160192.500000 Penalty: 3505.717041
	Iteration 58Q: 3 clusters Score -6160192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6160190.500000 Penalty: 3505.717041
	Iteration 59Q: 3 clusters Score -6160190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6160192.500000 Penalty: 3505.717041
	Iteration 60F: 3 clusters Score -6160192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6160195.000000 Penalty: 3505.717041
	Iteration 61Q: 3 clusters Score -6160195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6160188.500000 Penalty: 3505.717041
	Iteration 62Q: 3 clusters Score -6160188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6160195.000000 Penalty: 3505.717041
	Iteration 63Q: 3 clusters Score -6160195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6160194.500000 Penalty: 3505.717041
	Iteration 64Q: 3 clusters Score -6160194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6160194.000000 Penalty: 3505.717041
	Iteration 65Q: 3 clusters Score -6160194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6160194.000000 Penalty: 3505.717041
	Iteration 66F: 3 clusters Score -6160194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (51156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Entering Unmasked Estep 
Score: -6352103.500000 Penalty: 1761.928223
	Iteration 0F: 2 clusters Score -6352104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -6317926.000000 Penalty: 3523.856445
	Iteration 0F: 3 clusters Score -6317926 nChanged 24102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -6331608.500000 Penalty: 3523.856445
	Iteration 1F: 3 clusters Score -6331608 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -6331969.500000 Penalty: 3523.856445
	Iteration 2Q: 3 clusters Score -6331970 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -6332340.500000 Penalty: 3523.856445
	Iteration 3Q: 3 clusters Score -6332340 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -6332806.500000 Penalty: 3523.856445
	Iteration 4Q: 3 clusters Score -6332806 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -6333332.500000 Penalty: 3523.856445
	Iteration 5Q: 3 clusters Score -6333332 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -6334222.500000 Penalty: 3523.856445
	Iteration 6Q: 3 clusters Score -6334222 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -6335540.000000 Penalty: 3523.856445
	Iteration 7Q: 3 clusters Score -6335540 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -6337531.500000 Penalty: 3523.856445
	Iteration 8F: 3 clusters Score -6337532 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -6339969.500000 Penalty: 3523.856445
	Iteration 9F: 3 clusters Score -6339970 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -6342340.000000 Penalty: 3523.856445
	Iteration 10F: 3 clusters Score -6342340 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -6343970.000000 Penalty: 3523.856445
	Iteration 11Q: 3 clusters Score -6343970 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -6344955.500000 Penalty: 3523.856445
	Iteration 12Q: 3 clusters Score -6344956 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -6345459.000000 Penalty: 3523.856445
	Iteration 13Q: 3 clusters Score -6345459 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -6345855.000000 Penalty: 3523.856445
	Iteration 14Q: 3 clusters Score -6345855 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -6346195.000000 Penalty: 3523.856445
	Iteration 15Q: 3 clusters Score -6346195 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -6346465.500000 Penalty: 3523.856445
	Iteration 16Q: 3 clusters Score -6346466 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -6346747.000000 Penalty: 3523.856445
	Iteration 17Q: 3 clusters Score -6346747 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -6347026.500000 Penalty: 3523.856445
	Iteration 18Q: 3 clusters Score -6347026 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -6347299.000000 Penalty: 3523.856445
	Iteration 19Q: 3 clusters Score -6347299 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -6347540.500000 Penalty: 3523.856445
	Iteration 20F: 3 clusters Score -6347540 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -6347764.500000 Penalty: 3523.856445
	Iteration 21Q: 3 clusters Score -6347764 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -6348000.500000 Penalty: 3523.856445
	Iteration 22Q: 3 clusters Score -6348000 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -6348175.000000 Penalty: 3523.856445
	Iteration 23Q: 3 clusters Score -6348175 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -6348395.500000 Penalty: 3523.856445
	Iteration 24Q: 3 clusters Score -6348396 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -6348600.000000 Penalty: 3523.856445
	Iteration 25Q: 3 clusters Score -6348600 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -6348815.000000 Penalty: 3523.856445
	Iteration 26Q: 3 clusters Score -6348815 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -6349006.000000 Penalty: 3523.856445
	Iteration 27Q: 3 clusters Score -6349006 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -6349179.500000 Penalty: 3523.856445
	Iteration 28Q: 3 clusters Score -6349180 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -6349352.000000 Penalty: 3523.856445
	Iteration 29Q: 3 clusters Score -6349352 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -6349493.500000 Penalty: 3523.856445
	Iteration 30Q: 3 clusters Score -6349494 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6349654.500000 Penalty: 3523.856445
	Iteration 31Q: 3 clusters Score -6349654 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6349775.000000 Penalty: 3523.856445
	Iteration 32Q: 3 clusters Score -6349775 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6349889.000000 Penalty: 3523.856445
	Iteration 33Q: 3 clusters Score -6349889 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6349992.500000 Penalty: 3523.856445
	Iteration 34Q: 3 clusters Score -6349992 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6350097.500000 Penalty: 3523.856445
	Iteration 35Q: 3 clusters Score -6350098 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6350196.000000 Penalty: 3523.856445
	Iteration 36Q: 3 clusters Score -6350196 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6350243.000000 Penalty: 3523.856445
	Iteration 37Q: 3 clusters Score -6350243 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6350327.500000 Penalty: 3523.856445
	Iteration 38Q: 3 clusters Score -6350328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6350357.000000 Penalty: 3523.856445
	Iteration 39Q: 3 clusters Score -6350357 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6350385.500000 Penalty: 3523.856445
	Iteration 40F: 3 clusters Score -6350386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6350414.500000 Penalty: 3523.856445
	Iteration 41Q: 3 clusters Score -6350414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6350430.500000 Penalty: 3523.856445
	Iteration 42Q: 3 clusters Score -6350430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6350447.000000 Penalty: 3523.856445
	Iteration 43Q: 3 clusters Score -6350447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6350471.500000 Penalty: 3523.856445
	Iteration 44Q: 3 clusters Score -6350472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6350485.000000 Penalty: 3523.856445
	Iteration 45Q: 3 clusters Score -6350485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6350506.000000 Penalty: 3523.856445
	Iteration 46Q: 3 clusters Score -6350506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6350527.500000 Penalty: 3523.856445
	Iteration 47Q: 3 clusters Score -6350528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6350554.000000 Penalty: 3523.856445
	Iteration 48Q: 3 clusters Score -6350554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6350560.500000 Penalty: 3523.856445
	Iteration 49Q: 3 clusters Score -6350560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6350556.000000 Penalty: 3523.856445
	Iteration 50Q: 3 clusters Score -6350556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6350556.500000 Penalty: 3523.856445
	Iteration 51Q: 3 clusters Score -6350556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6350567.000000 Penalty: 3523.856445
	Iteration 52Q: 3 clusters Score -6350567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6350573.000000 Penalty: 3523.856445
	Iteration 53Q: 3 clusters Score -6350573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6350582.500000 Penalty: 3523.856445
	Iteration 54Q: 3 clusters Score -6350582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6350588.500000 Penalty: 3523.856445
	Iteration 55Q: 3 clusters Score -6350588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6350598.000000 Penalty: 3523.856445
	Iteration 56Q: 3 clusters Score -6350598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6350594.000000 Penalty: 3523.856445
	Iteration 57Q: 3 clusters Score -6350594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6350597.000000 Penalty: 3523.856445
	Iteration 58Q: 3 clusters Score -6350597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6350596.500000 Penalty: 3523.856445
	Iteration 59Q: 3 clusters Score -6350596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6350599.500000 Penalty: 3523.856445
	Iteration 60F: 3 clusters Score -6350600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6350599.500000 Penalty: 3523.856445
	Iteration 61Q: 3 clusters Score -6350600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6350603.000000 Penalty: 3523.856445
	Iteration 62Q: 3 clusters Score -6350603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6350605.000000 Penalty: 3523.856445
	Iteration 63Q: 3 clusters Score -6350605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6350605.000000 Penalty: 3523.856445
	Iteration 64F: 3 clusters Score -6350605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (87151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Entering Unmasked Estep 
Score: -10970507.000000 Penalty: 1848.502075
	Iteration 0F: 2 clusters Score -1.097051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -10915084.000000 Penalty: 3697.004150
	Iteration 0F: 3 clusters Score -1.091508e+07 nChanged 41449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -10938936.000000 Penalty: 3697.004150
	Iteration 1F: 3 clusters Score -1.093894e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -10939750.000000 Penalty: 3697.004150
	Iteration 2Q: 3 clusters Score -1.093975e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -10940809.000000 Penalty: 3697.004150
	Iteration 3Q: 3 clusters Score -1.094081e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -10942561.000000 Penalty: 3697.004150
	Iteration 4Q: 3 clusters Score -1.094256e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -10945369.000000 Penalty: 3697.004150
	Iteration 5F: 3 clusters Score -1.094537e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -10949699.000000 Penalty: 3697.004150
	Iteration 6F: 3 clusters Score -1.09497e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -10954759.000000 Penalty: 3697.004150
	Iteration 7F: 3 clusters Score -1.095476e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -10959589.000000 Penalty: 3697.004150
	Iteration 8F: 3 clusters Score -1.095959e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -10963093.000000 Penalty: 3697.004150
	Iteration 9Q: 3 clusters Score -1.096309e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -10965557.000000 Penalty: 3697.004150
	Iteration 10Q: 3 clusters Score -1.096556e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 83850 members 
Entering Unmasked Estep 
Score: -10967069.000000 Penalty: 3697.004150
	Iteration 11Q: 3 clusters Score -1.096707e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -10967917.000000 Penalty: 3697.004150
	Iteration 12Q: 3 clusters Score -1.096792e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -10968417.000000 Penalty: 3697.004150
	Iteration 13Q: 3 clusters Score -1.096842e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -10968653.000000 Penalty: 3697.004150
	Iteration 14Q: 3 clusters Score -1.096865e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -10968796.000000 Penalty: 3697.004150
	Iteration 15Q: 3 clusters Score -1.09688e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -10968862.000000 Penalty: 3697.004150
	Iteration 16Q: 3 clusters Score -1.096886e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -10968893.000000 Penalty: 3697.004150
	Iteration 17Q: 3 clusters Score -1.096889e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -10968941.000000 Penalty: 3697.004150
	Iteration 18Q: 3 clusters Score -1.096894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 86710 members 
Entering Unmasked Estep 
Score: -10968950.000000 Penalty: 3697.004150
	Iteration 19Q: 3 clusters Score -1.096895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -10968955.000000 Penalty: 3697.004150
	Iteration 20F: 3 clusters Score -1.096896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -10968971.000000 Penalty: 3697.004150
	Iteration 21Q: 3 clusters Score -1.096897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
Score: -10968964.000000 Penalty: 3697.004150
	Iteration 22Q: 3 clusters Score -1.096896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 86776 members 
Entering Unmasked Estep 
Score: -10968983.000000 Penalty: 3697.004150
	Iteration 23Q: 3 clusters Score -1.096898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -10968977.000000 Penalty: 3697.004150
	Iteration 24Q: 3 clusters Score -1.096898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -10968985.000000 Penalty: 3697.004150
	Iteration 25Q: 3 clusters Score -1.096898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -10968988.000000 Penalty: 3697.004150
	Iteration 26Q: 3 clusters Score -1.096899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 86801 members 
Entering Unmasked Estep 
Score: -10968985.000000 Penalty: 3697.004150
	Iteration 27Q: 3 clusters Score -1.096898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -10968996.000000 Penalty: 3697.004150
	Iteration 28Q: 3 clusters Score -1.0969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 86807 members 
Entering Unmasked Estep 
Score: -10969002.000000 Penalty: 3697.004150
	Iteration 29Q: 3 clusters Score -1.0969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
Score: -10969010.000000 Penalty: 3697.004150
	Iteration 30Q: 3 clusters Score -1.096901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -10969010.000000 Penalty: 3697.004150
	Iteration 31Q: 3 clusters Score -1.096901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -10969005.000000 Penalty: 3697.004150
	Iteration 32Q: 3 clusters Score -1.0969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -10969010.000000 Penalty: 3697.004150
	Iteration 33Q: 3 clusters Score -1.096901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -10969012.000000 Penalty: 3697.004150
	Iteration 34Q: 3 clusters Score -1.096901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -10969018.000000 Penalty: 3697.004150
	Iteration 35Q: 3 clusters Score -1.096902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -10969018.000000 Penalty: 3697.004150
	Iteration 36F: 3 clusters Score -1.096902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -46815.085938 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -46815.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45793.960938 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -45793.96 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46006.234375 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -46006.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46097.730469 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -46097.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46138.269531 Penalty: 2019.096924
	Iteration 3Q: 3 clusters Score -46138.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46173.335938 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -46173.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46202.050781 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -46202.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46236.378906 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -46236.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46283.007812 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -46283.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46316.050781 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -46316.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46349.589844 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -46349.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46372.812500 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -46372.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46389.449219 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -46389.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46412.703125 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -46412.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46431.277344 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -46431.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46464.347656 Penalty: 2019.096924
	Iteration 14Q: 3 clusters Score -46464.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46498.804688 Penalty: 2019.096924
	Iteration 15Q: 3 clusters Score -46498.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46524.246094 Penalty: 2019.096924
	Iteration 16Q: 3 clusters Score -46524.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46583.941406 Penalty: 2019.096924
	Iteration 17Q: 3 clusters Score -46583.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46694.996094 Penalty: 2019.096924
	Iteration 18Q: 3 clusters Score -46695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46776.476562 Penalty: 2019.096924
	Iteration 19Q: 3 clusters Score -46776.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46812.851562 Penalty: 2019.096924
	Iteration 20F: 3 clusters Score -46812.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46834.023438 Penalty: 2019.096924
	Iteration 21Q: 3 clusters Score -46834.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46850.695312 Penalty: 2019.096924
	Iteration 22Q: 3 clusters Score -46850.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46889.949219 Penalty: 2019.096924
	Iteration 23Q: 3 clusters Score -46889.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46933.765625 Penalty: 2019.096924
	Iteration 24Q: 3 clusters Score -46933.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46939.187500 Penalty: 2019.096924
	Iteration 25Q: 3 clusters Score -46939.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46940.562500 Penalty: 2019.096924
	Iteration 26Q: 3 clusters Score -46940.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46940.562500 Penalty: 2019.096924
	Iteration 27F: 3 clusters Score -46940.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 81162 members 
Mstep: Class 3 contains 83912 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28555 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49076 members 
Mstep: Class 8 contains 93689 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13275 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 95201 members 
Mstep: Class 21 contains 6620 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48379 members 
Mstep: Class 25 contains 51156 members 
Mstep: Class 26 contains 87151 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7522 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94872 members 
Mstep: Class 35 contains 194 members 
Entering Unmasked Estep 
Score: -102236352.000000 Penalty: 77592.265625
Splitting cluster 27 changes total score from -102237664.000000 to -102236352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -8468.896484 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -8468.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7853.150391 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -7853.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8065.389648 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -8065.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8083.368652 Penalty: 1645.343384
	Iteration 2F: 3 clusters Score -8083.369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Entering Unmasked Estep 
Score: -910423.375000 Penalty: 1450.407959
	Iteration 0F: 2 clusters Score -910423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -904902.250000 Penalty: 2900.815918
	Iteration 0F: 3 clusters Score -904902.2 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -906617.250000 Penalty: 2900.815918
	Iteration 1F: 3 clusters Score -906617.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -906858.562500 Penalty: 2900.815918
	Iteration 2F: 3 clusters Score -906858.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -907070.437500 Penalty: 2900.815918
	Iteration 3F: 3 clusters Score -907070.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -907273.687500 Penalty: 2900.815918
	Iteration 4Q: 3 clusters Score -907273.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -907484.875000 Penalty: 2900.815918
	Iteration 5Q: 3 clusters Score -907484.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -907714.062500 Penalty: 2900.815918
	Iteration 6Q: 3 clusters Score -907714.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -907938.187500 Penalty: 2900.815918
	Iteration 7Q: 3 clusters Score -907938.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -908152.187500 Penalty: 2900.815918
	Iteration 8Q: 3 clusters Score -908152.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -908332.312500 Penalty: 2900.815918
	Iteration 9Q: 3 clusters Score -908332.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -908455.625000 Penalty: 2900.815918
	Iteration 10Q: 3 clusters Score -908455.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -908550.812500 Penalty: 2900.815918
	Iteration 11Q: 3 clusters Score -908550.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -908631.000000 Penalty: 2900.815918
	Iteration 12Q: 3 clusters Score -908631 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -908694.437500 Penalty: 2900.815918
	Iteration 13Q: 3 clusters Score -908694.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -908739.437500 Penalty: 2900.815918
	Iteration 14Q: 3 clusters Score -908739.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -908783.312500 Penalty: 2900.815918
	Iteration 15Q: 3 clusters Score -908783.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -908825.750000 Penalty: 2900.815918
	Iteration 16Q: 3 clusters Score -908825.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -908861.375000 Penalty: 2900.815918
	Iteration 17Q: 3 clusters Score -908861.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -908885.562500 Penalty: 2900.815918
	Iteration 18Q: 3 clusters Score -908885.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -908902.625000 Penalty: 2900.815918
	Iteration 19Q: 3 clusters Score -908902.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -908920.875000 Penalty: 2900.815918
	Iteration 20F: 3 clusters Score -908920.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -908939.000000 Penalty: 2900.815918
	Iteration 21Q: 3 clusters Score -908939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -908951.062500 Penalty: 2900.815918
	Iteration 22Q: 3 clusters Score -908951.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -908961.812500 Penalty: 2900.815918
	Iteration 23Q: 3 clusters Score -908961.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -908976.250000 Penalty: 2900.815918
	Iteration 24Q: 3 clusters Score -908976.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -908986.187500 Penalty: 2900.815918
	Iteration 25Q: 3 clusters Score -908986.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -908995.437500 Penalty: 2900.815918
	Iteration 26Q: 3 clusters Score -908995.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -909008.687500 Penalty: 2900.815918
	Iteration 27Q: 3 clusters Score -909008.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -909022.812500 Penalty: 2900.815918
	Iteration 28Q: 3 clusters Score -909022.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -909033.062500 Penalty: 2900.815918
	Iteration 29Q: 3 clusters Score -909033.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -909046.000000 Penalty: 2900.815918
	Iteration 30Q: 3 clusters Score -909046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -909053.125000 Penalty: 2900.815918
	Iteration 31Q: 3 clusters Score -909053.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -909061.500000 Penalty: 2900.815918
	Iteration 32Q: 3 clusters Score -909061.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -909069.187500 Penalty: 2900.815918
	Iteration 33Q: 3 clusters Score -909069.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -909072.500000 Penalty: 2900.815918
	Iteration 34Q: 3 clusters Score -909072.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -909079.562500 Penalty: 2900.815918
	Iteration 35Q: 3 clusters Score -909079.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -909088.312500 Penalty: 2900.815918
	Iteration 36Q: 3 clusters Score -909088.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -909102.312500 Penalty: 2900.815918
	Iteration 37Q: 3 clusters Score -909102.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -909110.000000 Penalty: 2900.815918
	Iteration 38Q: 3 clusters Score -909110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -909118.312500 Penalty: 2900.815918
	Iteration 39Q: 3 clusters Score -909118.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -909124.062500 Penalty: 2900.815918
	Iteration 40F: 3 clusters Score -909124.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -909133.187500 Penalty: 2900.815918
	Iteration 41Q: 3 clusters Score -909133.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -909140.250000 Penalty: 2900.815918
	Iteration 42Q: 3 clusters Score -909140.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -909147.875000 Penalty: 2900.815918
	Iteration 43Q: 3 clusters Score -909147.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -909157.875000 Penalty: 2900.815918
	Iteration 44Q: 3 clusters Score -909157.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -909164.937500 Penalty: 2900.815918
	Iteration 45Q: 3 clusters Score -909164.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -909173.937500 Penalty: 2900.815918
	Iteration 46Q: 3 clusters Score -909173.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -909181.562500 Penalty: 2900.815918
	Iteration 47Q: 3 clusters Score -909181.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -909189.125000 Penalty: 2900.815918
	Iteration 48Q: 3 clusters Score -909189.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -909195.250000 Penalty: 2900.815918
	Iteration 49Q: 3 clusters Score -909195.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -909201.062500 Penalty: 2900.815918
	Iteration 50Q: 3 clusters Score -909201.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -909211.312500 Penalty: 2900.815918
	Iteration 51Q: 3 clusters Score -909211.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -909218.062500 Penalty: 2900.815918
	Iteration 52Q: 3 clusters Score -909218.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -909225.187500 Penalty: 2900.815918
	Iteration 53Q: 3 clusters Score -909225.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -909231.625000 Penalty: 2900.815918
	Iteration 54Q: 3 clusters Score -909231.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -909235.625000 Penalty: 2900.815918
	Iteration 55Q: 3 clusters Score -909235.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -909245.062500 Penalty: 2900.815918
	Iteration 56Q: 3 clusters Score -909245.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -909251.625000 Penalty: 2900.815918
	Iteration 57Q: 3 clusters Score -909251.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -909253.375000 Penalty: 2900.815918
	Iteration 58Q: 3 clusters Score -909253.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -909256.750000 Penalty: 2900.815918
	Iteration 59Q: 3 clusters Score -909256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -909258.625000 Penalty: 2900.815918
	Iteration 60F: 3 clusters Score -909258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -909259.937500 Penalty: 2900.815918
	Iteration 61Q: 3 clusters Score -909259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -909260.125000 Penalty: 2900.815918
	Iteration 62Q: 3 clusters Score -909260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -909260.187500 Penalty: 2900.815918
	Iteration 63Q: 3 clusters Score -909260.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -909261.187500 Penalty: 2900.815918
	Iteration 64Q: 3 clusters Score -909261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -909262.625000 Penalty: 2900.815918
	Iteration 65Q: 3 clusters Score -909262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -909262.875000 Penalty: 2900.815918
	Iteration 66Q: 3 clusters Score -909262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -909263.312500 Penalty: 2900.815918
	Iteration 67Q: 3 clusters Score -909263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -909265.500000 Penalty: 2900.815918
	Iteration 68Q: 3 clusters Score -909265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -909264.750000 Penalty: 2900.815918
	Iteration 69Q: 3 clusters Score -909264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -909263.375000 Penalty: 2900.815918
	Iteration 70Q: 3 clusters Score -909263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -909263.187500 Penalty: 2900.815918
	Iteration 71Q: 3 clusters Score -909263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -909263.500000 Penalty: 2900.815918
	Iteration 72Q: 3 clusters Score -909263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -909262.875000 Penalty: 2900.815918
	Iteration 73Q: 3 clusters Score -909262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -909265.562500 Penalty: 2900.815918
	Iteration 74Q: 3 clusters Score -909265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -909267.687500 Penalty: 2900.815918
	Iteration 75Q: 3 clusters Score -909267.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -909272.250000 Penalty: 2900.815918
	Iteration 76Q: 3 clusters Score -909272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -909271.875000 Penalty: 2900.815918
	Iteration 77Q: 3 clusters Score -909271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -909272.500000 Penalty: 2900.815918
	Iteration 78Q: 3 clusters Score -909272.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -909273.375000 Penalty: 2900.815918
	Iteration 79Q: 3 clusters Score -909273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -909273.375000 Penalty: 2900.815918
	Iteration 80F: 3 clusters Score -909273.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -227476.421875 Penalty: 1236.118774
	Iteration 0F: 2 clusters Score -227476.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -225417.468750 Penalty: 2472.237549
	Iteration 0F: 3 clusters Score -225417.5 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -226018.750000 Penalty: 2472.237549
	Iteration 1F: 3 clusters Score -226018.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -226312.734375 Penalty: 2472.237549
	Iteration 2F: 3 clusters Score -226312.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -226555.671875 Penalty: 2472.237549
	Iteration 3F: 3 clusters Score -226555.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -226819.015625 Penalty: 2472.237549
	Iteration 4F: 3 clusters Score -226819 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -227099.265625 Penalty: 2472.237549
	Iteration 5F: 3 clusters Score -227099.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227297.453125 Penalty: 2472.237549
	Iteration 6F: 3 clusters Score -227297.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -227368.343750 Penalty: 2472.237549
	Iteration 7Q: 3 clusters Score -227368.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -227404.312500 Penalty: 2472.237549
	Iteration 8Q: 3 clusters Score -227404.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -227421.765625 Penalty: 2472.237549
	Iteration 9Q: 3 clusters Score -227421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -227424.234375 Penalty: 2472.237549
	Iteration 10Q: 3 clusters Score -227424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -227424.234375 Penalty: 2472.237549
	Iteration 11F: 3 clusters Score -227424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Entering Unmasked Estep 
Score: -835052.875000 Penalty: 1438.162598
	Iteration 0F: 2 clusters Score -835052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -829810.625000 Penalty: 2876.325195
	Iteration 0F: 3 clusters Score -829810.6 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -831330.437500 Penalty: 2876.325195
	Iteration 1F: 3 clusters Score -831330.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -831539.625000 Penalty: 2876.325195
	Iteration 2F: 3 clusters Score -831539.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -831683.062500 Penalty: 2876.325195
	Iteration 3Q: 3 clusters Score -831683.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -831811.562500 Penalty: 2876.325195
	Iteration 4Q: 3 clusters Score -831811.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -831942.375000 Penalty: 2876.325195
	Iteration 5Q: 3 clusters Score -831942.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -832115.562500 Penalty: 2876.325195
	Iteration 6Q: 3 clusters Score -832115.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -832341.437500 Penalty: 2876.325195
	Iteration 7Q: 3 clusters Score -832341.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -832590.250000 Penalty: 2876.325195
	Iteration 8Q: 3 clusters Score -832590.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -832813.062500 Penalty: 2876.325195
	Iteration 9Q: 3 clusters Score -832813.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -832997.500000 Penalty: 2876.325195
	Iteration 10Q: 3 clusters Score -832997.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -833144.062500 Penalty: 2876.325195
	Iteration 11Q: 3 clusters Score -833144.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -833255.750000 Penalty: 2876.325195
	Iteration 12Q: 3 clusters Score -833255.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -833351.000000 Penalty: 2876.325195
	Iteration 13Q: 3 clusters Score -833351 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -833427.187500 Penalty: 2876.325195
	Iteration 14Q: 3 clusters Score -833427.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -833502.062500 Penalty: 2876.325195
	Iteration 15Q: 3 clusters Score -833502.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -833556.812500 Penalty: 2876.325195
	Iteration 16Q: 3 clusters Score -833556.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -833592.125000 Penalty: 2876.325195
	Iteration 17Q: 3 clusters Score -833592.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -833618.187500 Penalty: 2876.325195
	Iteration 18Q: 3 clusters Score -833618.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -833644.125000 Penalty: 2876.325195
	Iteration 19Q: 3 clusters Score -833644.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -833676.187500 Penalty: 2876.325195
	Iteration 20F: 3 clusters Score -833676.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -833709.062500 Penalty: 2876.325195
	Iteration 21Q: 3 clusters Score -833709.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -833730.437500 Penalty: 2876.325195
	Iteration 22Q: 3 clusters Score -833730.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -833743.812500 Penalty: 2876.325195
	Iteration 23Q: 3 clusters Score -833743.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -833755.375000 Penalty: 2876.325195
	Iteration 24Q: 3 clusters Score -833755.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -833767.000000 Penalty: 2876.325195
	Iteration 25Q: 3 clusters Score -833767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -833777.062500 Penalty: 2876.325195
	Iteration 26Q: 3 clusters Score -833777.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -833789.812500 Penalty: 2876.325195
	Iteration 27Q: 3 clusters Score -833789.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -833795.687500 Penalty: 2876.325195
	Iteration 28Q: 3 clusters Score -833795.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -833801.187500 Penalty: 2876.325195
	Iteration 29Q: 3 clusters Score -833801.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -833807.750000 Penalty: 2876.325195
	Iteration 30Q: 3 clusters Score -833807.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -833813.937500 Penalty: 2876.325195
	Iteration 31Q: 3 clusters Score -833813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -833819.187500 Penalty: 2876.325195
	Iteration 32Q: 3 clusters Score -833819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -833820.125000 Penalty: 2876.325195
	Iteration 33Q: 3 clusters Score -833820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -833821.000000 Penalty: 2876.325195
	Iteration 34Q: 3 clusters Score -833821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -833821.125000 Penalty: 2876.325195
	Iteration 35Q: 3 clusters Score -833821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -833822.187500 Penalty: 2876.325195
	Iteration 36Q: 3 clusters Score -833822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -833823.812500 Penalty: 2876.325195
	Iteration 37Q: 3 clusters Score -833823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -833824.312500 Penalty: 2876.325195
	Iteration 38Q: 3 clusters Score -833824.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -833826.625000 Penalty: 2876.325195
	Iteration 39Q: 3 clusters Score -833826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -833828.750000 Penalty: 2876.325195
	Iteration 40F: 3 clusters Score -833828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -833830.812500 Penalty: 2876.325195
	Iteration 41Q: 3 clusters Score -833830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -833831.937500 Penalty: 2876.325195
	Iteration 42Q: 3 clusters Score -833831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -833834.937500 Penalty: 2876.325195
	Iteration 43Q: 3 clusters Score -833834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -833838.875000 Penalty: 2876.325195
	Iteration 44Q: 3 clusters Score -833838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -833841.062500 Penalty: 2876.325195
	Iteration 45Q: 3 clusters Score -833841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -833841.750000 Penalty: 2876.325195
	Iteration 46Q: 3 clusters Score -833841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -833843.437500 Penalty: 2876.325195
	Iteration 47Q: 3 clusters Score -833843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -833844.937500 Penalty: 2876.325195
	Iteration 48Q: 3 clusters Score -833844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -833844.187500 Penalty: 2876.325195
	Iteration 49Q: 3 clusters Score -833844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -833845.437500 Penalty: 2876.325195
	Iteration 50Q: 3 clusters Score -833845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -833846.375000 Penalty: 2876.325195
	Iteration 51Q: 3 clusters Score -833846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -833846.187500 Penalty: 2876.325195
	Iteration 52Q: 3 clusters Score -833846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -833847.062500 Penalty: 2876.325195
	Iteration 53Q: 3 clusters Score -833847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -833846.500000 Penalty: 2876.325195
	Iteration 54Q: 3 clusters Score -833846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -833846.500000 Penalty: 2876.325195
	Iteration 55F: 3 clusters Score -833846.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -18562.521484 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -18562.52 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 138 members 
Entering Unmasked Estep 
Score: -17869.119141 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -17869.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18068.564453 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18068.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18118.412109 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18118.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18145.025391 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -18145.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18169.642578 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -18169.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18172.771484 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18172.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18173.982422 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18173.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18175.738281 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18175.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18183.927734 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -18183.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18206.101562 Penalty: 1827.805786
	Iteration 9Q: 3 clusters Score -18206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18261.939453 Penalty: 1827.805786
	Iteration 10Q: 3 clusters Score -18261.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18333.724609 Penalty: 1827.805786
	Iteration 11Q: 3 clusters Score -18333.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18385.025391 Penalty: 1827.805786
	Iteration 12Q: 3 clusters Score -18385.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18388.404297 Penalty: 1827.805786
	Iteration 13Q: 3 clusters Score -18388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18398.041016 Penalty: 1827.805786
	Iteration 14Q: 3 clusters Score -18398.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18412.074219 Penalty: 1827.805786
	Iteration 15Q: 3 clusters Score -18412.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18454.876953 Penalty: 1827.805786
	Iteration 16Q: 3 clusters Score -18454.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18486.357422 Penalty: 1827.805786
	Iteration 17Q: 3 clusters Score -18486.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18501.718750 Penalty: 1827.805786
	Iteration 18Q: 3 clusters Score -18501.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18512.712891 Penalty: 1827.805786
	Iteration 19Q: 3 clusters Score -18512.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18514.093750 Penalty: 1827.805786
	Iteration 20F: 3 clusters Score -18514.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -165845.953125 Penalty: 1187.964355
	Iteration 0F: 2 clusters Score -165846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -164112.671875 Penalty: 2375.928711
	Iteration 0F: 3 clusters Score -164112.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -164504.968750 Penalty: 2375.928711
	Iteration 1F: 3 clusters Score -164505 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -164662.218750 Penalty: 2375.928711
	Iteration 2F: 3 clusters Score -164662.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -164792.890625 Penalty: 2375.928711
	Iteration 3F: 3 clusters Score -164792.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -164904.468750 Penalty: 2375.928711
	Iteration 4F: 3 clusters Score -164904.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -164999.453125 Penalty: 2375.928711
	Iteration 5F: 3 clusters Score -164999.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -165057.625000 Penalty: 2375.928711
	Iteration 6Q: 3 clusters Score -165057.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -165124.406250 Penalty: 2375.928711
	Iteration 7Q: 3 clusters Score -165124.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -165194.703125 Penalty: 2375.928711
	Iteration 8Q: 3 clusters Score -165194.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -165235.453125 Penalty: 2375.928711
	Iteration 9Q: 3 clusters Score -165235.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -165270.578125 Penalty: 2375.928711
	Iteration 10Q: 3 clusters Score -165270.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -165306.500000 Penalty: 2375.928711
	Iteration 11Q: 3 clusters Score -165306.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -165337.812500 Penalty: 2375.928711
	Iteration 12Q: 3 clusters Score -165337.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -165365.375000 Penalty: 2375.928711
	Iteration 13Q: 3 clusters Score -165365.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -165381.703125 Penalty: 2375.928711
	Iteration 14Q: 3 clusters Score -165381.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -165398.546875 Penalty: 2375.928711
	Iteration 15Q: 3 clusters Score -165398.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -165411.828125 Penalty: 2375.928711
	Iteration 16Q: 3 clusters Score -165411.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -165435.437500 Penalty: 2375.928711
	Iteration 17Q: 3 clusters Score -165435.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -165457.671875 Penalty: 2375.928711
	Iteration 18Q: 3 clusters Score -165457.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -165478.171875 Penalty: 2375.928711
	Iteration 19Q: 3 clusters Score -165478.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -165489.843750 Penalty: 2375.928711
	Iteration 20F: 3 clusters Score -165489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -165496.640625 Penalty: 2375.928711
	Iteration 21Q: 3 clusters Score -165496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -165498.828125 Penalty: 2375.928711
	Iteration 22Q: 3 clusters Score -165498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -165500.796875 Penalty: 2375.928711
	Iteration 23Q: 3 clusters Score -165500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -165501.046875 Penalty: 2375.928711
	Iteration 24Q: 3 clusters Score -165501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -165501.046875 Penalty: 2375.928711
	Iteration 25F: 3 clusters Score -165501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (94872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Entering Unmasked Estep 
Score: -11809513.000000 Penalty: 1862.296143
	Iteration 0F: 2 clusters Score -1.180951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -11749269.000000 Penalty: 3724.592285
	Iteration 0F: 3 clusters Score -1.174927e+07 nChanged 45306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -11775802.000000 Penalty: 3724.592285
	Iteration 1F: 3 clusters Score -1.17758e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -11776940.000000 Penalty: 3724.592285
	Iteration 2Q: 3 clusters Score -1.177694e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -11778383.000000 Penalty: 3724.592285
	Iteration 3Q: 3 clusters Score -1.177838e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -11780415.000000 Penalty: 3724.592285
	Iteration 4Q: 3 clusters Score -1.178042e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -11783380.000000 Penalty: 3724.592285
	Iteration 5F: 3 clusters Score -1.178338e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -11787286.000000 Penalty: 3724.592285
	Iteration 6F: 3 clusters Score -1.178729e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -11791875.000000 Penalty: 3724.592285
	Iteration 7F: 3 clusters Score -1.179188e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -11795590.000000 Penalty: 3724.592285
	Iteration 8F: 3 clusters Score -1.179559e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -11797673.000000 Penalty: 3724.592285
	Iteration 9Q: 3 clusters Score -1.179767e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -11798867.000000 Penalty: 3724.592285
	Iteration 10Q: 3 clusters Score -1.179887e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -11799791.000000 Penalty: 3724.592285
	Iteration 11Q: 3 clusters Score -1.179979e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -11800858.000000 Penalty: 3724.592285
	Iteration 12Q: 3 clusters Score -1.180086e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -11802119.000000 Penalty: 3724.592285
	Iteration 13Q: 3 clusters Score -1.180212e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -11803553.000000 Penalty: 3724.592285
	Iteration 14Q: 3 clusters Score -1.180355e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -11804837.000000 Penalty: 3724.592285
	Iteration 15Q: 3 clusters Score -1.180484e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -11806040.000000 Penalty: 3724.592285
	Iteration 16Q: 3 clusters Score -1.180604e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -11807073.000000 Penalty: 3724.592285
	Iteration 17Q: 3 clusters Score -1.180707e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -11807660.000000 Penalty: 3724.592285
	Iteration 18Q: 3 clusters Score -1.180766e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -11808091.000000 Penalty: 3724.592285
	Iteration 19Q: 3 clusters Score -1.180809e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -11808373.000000 Penalty: 3724.592285
	Iteration 20F: 3 clusters Score -1.180837e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -11808533.000000 Penalty: 3724.592285
	Iteration 21Q: 3 clusters Score -1.180853e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -11808657.000000 Penalty: 3724.592285
	Iteration 22Q: 3 clusters Score -1.180866e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -11808707.000000 Penalty: 3724.592285
	Iteration 23Q: 3 clusters Score -1.180871e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -11808795.000000 Penalty: 3724.592285
	Iteration 24Q: 3 clusters Score -1.18088e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -11808803.000000 Penalty: 3724.592285
	Iteration 25Q: 3 clusters Score -1.18088e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -11808800.000000 Penalty: 3724.592285
	Iteration 26Q: 3 clusters Score -1.18088e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -11808784.000000 Penalty: 3724.592285
	Iteration 27Q: 3 clusters Score -1.180878e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -11808822.000000 Penalty: 3724.592285
	Iteration 28Q: 3 clusters Score -1.180882e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -11808844.000000 Penalty: 3724.592285
	Iteration 29Q: 3 clusters Score -1.180884e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -11808807.000000 Penalty: 3724.592285
	Iteration 30Q: 3 clusters Score -1.180881e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -11808808.000000 Penalty: 3724.592285
	Iteration 31Q: 3 clusters Score -1.180881e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -11808789.000000 Penalty: 3724.592285
	Iteration 32Q: 3 clusters Score -1.180879e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -11808793.000000 Penalty: 3724.592285
	Iteration 33Q: 3 clusters Score -1.180879e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -11808780.000000 Penalty: 3724.592285
	Iteration 34Q: 3 clusters Score -1.180878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -11808765.000000 Penalty: 3724.592285
	Iteration 35Q: 3 clusters Score -1.180876e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -11808775.000000 Penalty: 3724.592285
	Iteration 36Q: 3 clusters Score -1.180878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -11808780.000000 Penalty: 3724.592285
	Iteration 37Q: 3 clusters Score -1.180878e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -11808783.000000 Penalty: 3724.592285
	Iteration 38Q: 3 clusters Score -1.180878e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -11808796.000000 Penalty: 3724.592285
	Iteration 39Q: 3 clusters Score -1.18088e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -11808775.000000 Penalty: 3724.592285
	Iteration 40F: 3 clusters Score -1.180878e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -11808788.000000 Penalty: 3724.592285
	Iteration 41Q: 3 clusters Score -1.180879e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -11808776.000000 Penalty: 3724.592285
	Iteration 42Q: 3 clusters Score -1.180878e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -11808774.000000 Penalty: 3724.592285
	Iteration 43Q: 3 clusters Score -1.180877e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -11808772.000000 Penalty: 3724.592285
	Iteration 44Q: 3 clusters Score -1.180877e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -11808781.000000 Penalty: 3724.592285
	Iteration 45Q: 3 clusters Score -1.180878e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -11808792.000000 Penalty: 3724.592285
	Iteration 46Q: 3 clusters Score -1.180879e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -11808775.000000 Penalty: 3724.592285
	Iteration 47Q: 3 clusters Score -1.180878e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -11808775.000000 Penalty: 3724.592285
	Iteration 48Q: 3 clusters Score -1.180878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -11808784.000000 Penalty: 3724.592285
	Iteration 49Q: 3 clusters Score -1.180878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -11808781.000000 Penalty: 3724.592285
	Iteration 50Q: 3 clusters Score -1.180878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -11808785.000000 Penalty: 3724.592285
	Iteration 51Q: 3 clusters Score -1.180878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -11808787.000000 Penalty: 3724.592285
	Iteration 52Q: 3 clusters Score -1.180879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -11808790.000000 Penalty: 3724.592285
	Iteration 53Q: 3 clusters Score -1.180879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -11808784.000000 Penalty: 3724.592285
	Iteration 54Q: 3 clusters Score -1.180878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -11808790.000000 Penalty: 3724.592285
	Iteration 55Q: 3 clusters Score -1.180879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -11808802.000000 Penalty: 3724.592285
	Iteration 56Q: 3 clusters Score -1.18088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -11808779.000000 Penalty: 3724.592285
	Iteration 57Q: 3 clusters Score -1.180878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -11808769.000000 Penalty: 3724.592285
	Iteration 58Q: 3 clusters Score -1.180877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -11808762.000000 Penalty: 3724.592285
	Iteration 59Q: 3 clusters Score -1.180876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -11808748.000000 Penalty: 3724.592285
	Iteration 60F: 3 clusters Score -1.180875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -11808753.000000 Penalty: 3724.592285
	Iteration 61Q: 3 clusters Score -1.180875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -11808765.000000 Penalty: 3724.592285
	Iteration 62Q: 3 clusters Score -1.180876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -11808758.000000 Penalty: 3724.592285
	Iteration 63Q: 3 clusters Score -1.180876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -11808754.000000 Penalty: 3724.592285
	Iteration 64Q: 3 clusters Score -1.180875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -11808754.000000 Penalty: 3724.592285
	Iteration 65Q: 3 clusters Score -1.180875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -11808754.000000 Penalty: 3724.592285
	Iteration 66Q: 3 clusters Score -1.180875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 65006 members 
Entering Unmasked Estep 
Score: -11808756.000000 Penalty: 3724.592285
	Iteration 67Q: 3 clusters Score -1.180876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -11808763.000000 Penalty: 3724.592285
	Iteration 68Q: 3 clusters Score -1.180876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -11808762.000000 Penalty: 3724.592285
	Iteration 69Q: 3 clusters Score -1.180876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -11808758.000000 Penalty: 3724.592285
	Iteration 70Q: 3 clusters Score -1.180876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -11808764.000000 Penalty: 3724.592285
	Iteration 71Q: 3 clusters Score -1.180876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -11808770.000000 Penalty: 3724.592285
	Iteration 72Q: 3 clusters Score -1.180877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -11808773.000000 Penalty: 3724.592285
	Iteration 73Q: 3 clusters Score -1.180877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -11808766.000000 Penalty: 3724.592285
	Iteration 74Q: 3 clusters Score -1.180877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -11808773.000000 Penalty: 3724.592285
	Iteration 75Q: 3 clusters Score -1.180877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -11808773.000000 Penalty: 3724.592285
	Iteration 76F: 3 clusters Score -1.180877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 81162 members 
Mstep: Class 3 contains 83912 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28555 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49076 members 
Mstep: Class 8 contains 93689 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13275 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 95201 members 
Mstep: Class 21 contains 6620 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48379 members 
Mstep: Class 25 contains 51156 members 
Mstep: Class 26 contains 87151 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7522 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237432.000000 Penalty: 75375.343750
Iteration 359Q: 35 clusters Score -1.022374e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 81181 members 
Mstep: Class 3 contains 83924 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28555 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49076 members 
Mstep: Class 8 contains 93679 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13277 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 6524 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95199 members 
Mstep: Class 21 contains 6619 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48378 members 
Mstep: Class 25 contains 51181 members 
Mstep: Class 26 contains 87166 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7522 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237472.000000 Penalty: 75375.343750
Iteration 360F: 35 clusters Score -1.022375e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 81199 members 
Mstep: Class 3 contains 83922 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49074 members 
Mstep: Class 8 contains 93677 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13278 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 3294 members 
Mstep: Class 13 contains 6452 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 95198 members 
Mstep: Class 21 contains 6615 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48373 members 
Mstep: Class 25 contains 51205 members 
Mstep: Class 26 contains 87194 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7523 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6976 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237448.000000 Penalty: 75375.343750
Iteration 361Q: 35 clusters Score -1.022374e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 81208 members 
Mstep: Class 3 contains 83934 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 93675 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13283 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95195 members 
Mstep: Class 21 contains 6600 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48369 members 
Mstep: Class 25 contains 51225 members 
Mstep: Class 26 contains 87251 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7524 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6977 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237408.000000 Penalty: 75375.343750
Iteration 362Q: 35 clusters Score -1.022374e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 81211 members 
Mstep: Class 3 contains 83948 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49075 members 
Mstep: Class 8 contains 93672 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13281 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 6302 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95195 members 
Mstep: Class 21 contains 6591 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48365 members 
Mstep: Class 25 contains 51257 members 
Mstep: Class 26 contains 87313 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7524 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237384.000000 Penalty: 75375.343750
Iteration 363Q: 35 clusters Score -1.022374e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 81212 members 
Mstep: Class 3 contains 83966 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 93666 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13276 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3662 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 95196 members 
Mstep: Class 21 contains 6585 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48368 members 
Mstep: Class 25 contains 51267 members 
Mstep: Class 26 contains 87377 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7523 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237264.000000 Penalty: 75375.343750
Iteration 364Q: 35 clusters Score -1.022373e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 81234 members 
Mstep: Class 3 contains 83983 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49071 members 
Mstep: Class 8 contains 93659 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13271 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 6173 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 95197 members 
Mstep: Class 21 contains 6577 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48371 members 
Mstep: Class 25 contains 51273 members 
Mstep: Class 26 contains 87421 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7522 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237192.000000 Penalty: 75375.343750
Iteration 365Q: 35 clusters Score -1.022372e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 81265 members 
Mstep: Class 3 contains 83993 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49070 members 
Mstep: Class 8 contains 93655 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13266 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 95193 members 
Mstep: Class 21 contains 6571 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48372 members 
Mstep: Class 25 contains 51282 members 
Mstep: Class 26 contains 87473 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7522 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237176.000000 Penalty: 75375.343750
Iteration 366Q: 35 clusters Score -1.022372e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 81294 members 
Mstep: Class 3 contains 84010 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49070 members 
Mstep: Class 8 contains 93658 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13264 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 6047 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 95193 members 
Mstep: Class 21 contains 6563 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48366 members 
Mstep: Class 25 contains 51284 members 
Mstep: Class 26 contains 87517 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7522 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237168.000000 Penalty: 75375.343750
Iteration 367Q: 35 clusters Score -1.022372e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 81319 members 
Mstep: Class 3 contains 84018 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49071 members 
Mstep: Class 8 contains 93656 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13266 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 5982 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 95195 members 
Mstep: Class 21 contains 6557 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48362 members 
Mstep: Class 25 contains 51287 members 
Mstep: Class 26 contains 87558 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7522 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237248.000000 Penalty: 75375.343750
Iteration 368Q: 35 clusters Score -1.022372e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 81349 members 
Mstep: Class 3 contains 84017 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49069 members 
Mstep: Class 8 contains 93656 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13266 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3662 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 95199 members 
Mstep: Class 21 contains 6548 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48358 members 
Mstep: Class 25 contains 51284 members 
Mstep: Class 26 contains 87624 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7522 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236992.000000 Penalty: 75375.343750
Iteration 369Q: 35 clusters Score -1.02237e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 81375 members 
Mstep: Class 3 contains 84020 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49067 members 
Mstep: Class 8 contains 93652 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13267 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 5863 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3662 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10033 members 
Mstep: Class 20 contains 95200 members 
Mstep: Class 21 contains 6544 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48357 members 
Mstep: Class 25 contains 51272 members 
Mstep: Class 26 contains 87713 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7520 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237040.000000 Penalty: 75375.343750
Iteration 370Q: 35 clusters Score -1.02237e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 81377 members 
Mstep: Class 3 contains 84019 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28552 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49067 members 
Mstep: Class 8 contains 93652 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13263 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 5808 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3662 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10033 members 
Mstep: Class 20 contains 95209 members 
Mstep: Class 21 contains 6543 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48354 members 
Mstep: Class 25 contains 51261 members 
Mstep: Class 26 contains 87809 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7520 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236832.000000 Penalty: 75375.343750
Iteration 371Q: 35 clusters Score -1.022368e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 81380 members 
Mstep: Class 3 contains 84022 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28552 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49066 members 
Mstep: Class 8 contains 93649 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13263 members 
Mstep: Class 11 contains 6968 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 5766 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 95222 members 
Mstep: Class 21 contains 6536 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48355 members 
Mstep: Class 25 contains 51235 members 
Mstep: Class 26 contains 87892 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7520 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236792.000000 Penalty: 75375.343750
Iteration 372Q: 35 clusters Score -1.022368e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 81390 members 
Mstep: Class 3 contains 84028 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49067 members 
Mstep: Class 8 contains 93644 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13260 members 
Mstep: Class 11 contains 6971 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 95222 members 
Mstep: Class 21 contains 6531 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48357 members 
Mstep: Class 25 contains 51226 members 
Mstep: Class 26 contains 87958 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7520 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236760.000000 Penalty: 75375.343750
Iteration 373Q: 35 clusters Score -1.022368e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 81388 members 
Mstep: Class 3 contains 84041 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28553 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49067 members 
Mstep: Class 8 contains 93635 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13262 members 
Mstep: Class 11 contains 6971 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 95225 members 
Mstep: Class 21 contains 6530 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48357 members 
Mstep: Class 25 contains 51233 members 
Mstep: Class 26 contains 88006 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7519 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236776.000000 Penalty: 75375.343750
Iteration 374Q: 35 clusters Score -1.022368e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 81393 members 
Mstep: Class 3 contains 84045 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28556 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 49064 members 
Mstep: Class 8 contains 93636 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13262 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 95221 members 
Mstep: Class 21 contains 6526 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48357 members 
Mstep: Class 25 contains 51241 members 
Mstep: Class 26 contains 88059 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7518 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236536.000000 Penalty: 75375.343750
Iteration 375Q: 35 clusters Score -1.022365e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 81412 members 
Mstep: Class 3 contains 84036 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28557 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49066 members 
Mstep: Class 8 contains 93636 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13261 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 5588 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 95223 members 
Mstep: Class 21 contains 6522 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 48353 members 
Mstep: Class 25 contains 51236 members 
Mstep: Class 26 contains 88107 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7518 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236528.000000 Penalty: 75375.343750
Iteration 376Q: 35 clusters Score -1.022365e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 81429 members 
Mstep: Class 3 contains 84039 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28559 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49066 members 
Mstep: Class 8 contains 93633 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13260 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 95218 members 
Mstep: Class 21 contains 6522 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48352 members 
Mstep: Class 25 contains 51238 members 
Mstep: Class 26 contains 88138 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7518 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236520.000000 Penalty: 75375.343750
Iteration 377Q: 35 clusters Score -1.022365e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 81435 members 
Mstep: Class 3 contains 84050 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28560 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49065 members 
Mstep: Class 8 contains 93636 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13263 members 
Mstep: Class 11 contains 6969 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 5493 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 95213 members 
Mstep: Class 21 contains 6522 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48350 members 
Mstep: Class 25 contains 51225 members 
Mstep: Class 26 contains 88170 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7518 members 
Mstep: Class 30 contains 2011 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236712.000000 Penalty: 75375.343750
Iteration 378Q: 35 clusters Score -1.022367e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 81451 members 
Mstep: Class 3 contains 84055 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28562 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49065 members 
Mstep: Class 8 contains 93640 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13264 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 5456 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 95205 members 
Mstep: Class 21 contains 6520 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 51212 members 
Mstep: Class 26 contains 88207 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7517 members 
Mstep: Class 30 contains 2011 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236672.000000 Penalty: 75375.343750
Iteration 379Q: 35 clusters Score -1.022367e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 81471 members 
Mstep: Class 3 contains 84059 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28562 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49064 members 
Mstep: Class 8 contains 93643 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 5421 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 95208 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 51191 members 
Mstep: Class 26 contains 88219 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7516 members 
Mstep: Class 30 contains 2011 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236632.000000 Penalty: 75375.343750
Iteration 380F: 35 clusters Score -1.022366e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 81470 members 
Mstep: Class 3 contains 84075 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28563 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49062 members 
Mstep: Class 8 contains 93641 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 5388 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 95214 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51187 members 
Mstep: Class 26 contains 88261 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7515 members 
Mstep: Class 30 contains 2011 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236608.000000 Penalty: 75375.343750
Iteration 381Q: 35 clusters Score -1.022366e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 81484 members 
Mstep: Class 3 contains 84091 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28562 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49060 members 
Mstep: Class 8 contains 93644 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13270 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 95215 members 
Mstep: Class 21 contains 6516 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 51178 members 
Mstep: Class 26 contains 88277 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7514 members 
Mstep: Class 30 contains 2011 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236552.000000 Penalty: 75375.343750
Iteration 382Q: 35 clusters Score -1.022366e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 81492 members 
Mstep: Class 3 contains 84117 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28562 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49058 members 
Mstep: Class 8 contains 93643 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 95220 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51164 members 
Mstep: Class 26 contains 88287 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7513 members 
Mstep: Class 30 contains 2011 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236560.000000 Penalty: 75375.343750
Iteration 383Q: 35 clusters Score -1.022366e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 81491 members 
Mstep: Class 3 contains 84141 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28563 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 49056 members 
Mstep: Class 8 contains 93646 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 5285 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 95220 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 51152 members 
Mstep: Class 26 contains 88308 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236544.000000 Penalty: 75375.343750
Iteration 384Q: 35 clusters Score -1.022365e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 81508 members 
Mstep: Class 3 contains 84140 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28562 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 49054 members 
Mstep: Class 8 contains 93644 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13266 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 5252 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 95223 members 
Mstep: Class 21 contains 6516 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 51151 members 
Mstep: Class 26 contains 88337 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7511 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236640.000000 Penalty: 75375.343750
Iteration 385Q: 35 clusters Score -1.022366e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 81531 members 
Mstep: Class 3 contains 84143 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28562 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49054 members 
Mstep: Class 8 contains 93640 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13263 members 
Mstep: Class 11 contains 6971 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95226 members 
Mstep: Class 21 contains 6514 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 51148 members 
Mstep: Class 26 contains 88366 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7509 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236488.000000 Penalty: 75375.343750
Iteration 386Q: 35 clusters Score -1.022365e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 81546 members 
Mstep: Class 3 contains 84152 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28563 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 93641 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 13263 members 
Mstep: Class 11 contains 6969 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 5200 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95234 members 
Mstep: Class 21 contains 6504 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 51139 members 
Mstep: Class 26 contains 88402 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7507 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236456.000000 Penalty: 75375.343750
Iteration 387Q: 35 clusters Score -1.022365e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 81548 members 
Mstep: Class 3 contains 84158 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28563 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 93642 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13260 members 
Mstep: Class 11 contains 6969 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95243 members 
Mstep: Class 21 contains 6498 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 51126 members 
Mstep: Class 26 contains 88416 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7508 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236528.000000 Penalty: 75375.343750
Iteration 388Q: 35 clusters Score -1.022365e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 81547 members 
Mstep: Class 3 contains 84158 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28562 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 93644 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13259 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 5138 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95250 members 
Mstep: Class 21 contains 6491 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48339 members 
Mstep: Class 25 contains 51120 members 
Mstep: Class 26 contains 88446 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7506 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236528.000000 Penalty: 75375.343750
Iteration 389Q: 35 clusters Score -1.022365e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 81545 members 
Mstep: Class 3 contains 84175 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28563 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 93639 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13259 members 
Mstep: Class 11 contains 6969 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95251 members 
Mstep: Class 21 contains 6486 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48340 members 
Mstep: Class 25 contains 51114 members 
Mstep: Class 26 contains 88469 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236528.000000 Penalty: 75375.343750
Iteration 390Q: 35 clusters Score -1.022365e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 81551 members 
Mstep: Class 3 contains 84175 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49050 members 
Mstep: Class 8 contains 93639 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13260 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 5070 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95253 members 
Mstep: Class 21 contains 6483 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48340 members 
Mstep: Class 25 contains 51106 members 
Mstep: Class 26 contains 88502 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6979 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1496 members 
Mstep: Class 34 contains 94566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236456.000000 Penalty: 75375.343750
Iteration 391Q: 35 clusters Score -1.022365e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 81574 members 
Mstep: Class 3 contains 84177 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28568 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 93636 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13263 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95249 members 
Mstep: Class 21 contains 6480 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48341 members 
Mstep: Class 25 contains 51100 members 
Mstep: Class 26 contains 88523 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6981 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236528.000000 Penalty: 75375.343750
Iteration 392Q: 35 clusters Score -1.022365e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 81579 members 
Mstep: Class 3 contains 84184 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28568 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 93636 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13261 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4988 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 95237 members 
Mstep: Class 21 contains 6478 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 51104 members 
Mstep: Class 26 contains 88546 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6983 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236624.000000 Penalty: 75375.343750
Iteration 393Q: 35 clusters Score -1.022366e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 81588 members 
Mstep: Class 3 contains 84192 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28568 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 93632 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13259 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 95238 members 
Mstep: Class 21 contains 6473 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 51098 members 
Mstep: Class 26 contains 88561 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6985 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236648.000000 Penalty: 75375.343750
Iteration 394Q: 35 clusters Score -1.022366e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 81603 members 
Mstep: Class 3 contains 84185 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28568 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49049 members 
Mstep: Class 8 contains 93628 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13257 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 95241 members 
Mstep: Class 21 contains 6468 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 51095 members 
Mstep: Class 26 contains 88579 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6987 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236624.000000 Penalty: 75375.343750
Iteration 395Q: 35 clusters Score -1.022366e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 81627 members 
Mstep: Class 3 contains 84190 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28569 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49051 members 
Mstep: Class 8 contains 93631 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13256 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4863 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 95235 members 
Mstep: Class 21 contains 6468 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51081 members 
Mstep: Class 26 contains 88578 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6988 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236680.000000 Penalty: 75375.343750
Iteration 396Q: 35 clusters Score -1.022367e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 81656 members 
Mstep: Class 3 contains 84183 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28571 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49049 members 
Mstep: Class 8 contains 93630 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13257 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4829 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 95232 members 
Mstep: Class 21 contains 6468 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51084 members 
Mstep: Class 26 contains 88573 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236768.000000 Penalty: 75375.343750
Iteration 397Q: 35 clusters Score -1.022368e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 81692 members 
Mstep: Class 3 contains 84175 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28572 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49048 members 
Mstep: Class 8 contains 93631 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 95227 members 
Mstep: Class 21 contains 6465 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 51088 members 
Mstep: Class 26 contains 88568 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236864.000000 Penalty: 75375.343750
Iteration 398Q: 35 clusters Score -1.022369e+08 nChanged 162
Entering ConstructFrom: 
Score: -102236864.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (39428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Entering Unmasked Estep 
Score: -4786682.000000 Penalty: 1719.612671
	Iteration 0F: 2 clusters Score -4786682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4760091.500000 Penalty: 3439.225342
	Iteration 0F: 3 clusters Score -4760092 nChanged 18401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4770613.000000 Penalty: 3439.225342
	Iteration 1F: 3 clusters Score -4770613 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4770970.000000 Penalty: 3439.225342
	Iteration 2Q: 3 clusters Score -4770970 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -4771270.000000 Penalty: 3439.225342
	Iteration 3Q: 3 clusters Score -4771270 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4771537.000000 Penalty: 3439.225342
	Iteration 4Q: 3 clusters Score -4771537 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4771839.000000 Penalty: 3439.225342
	Iteration 5Q: 3 clusters Score -4771839 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4772201.000000 Penalty: 3439.225342
	Iteration 6Q: 3 clusters Score -4772201 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4772623.000000 Penalty: 3439.225342
	Iteration 7Q: 3 clusters Score -4772623 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -4773238.000000 Penalty: 3439.225342
	Iteration 8Q: 3 clusters Score -4773238 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4774093.500000 Penalty: 3439.225342
	Iteration 9Q: 3 clusters Score -4774094 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -4775301.500000 Penalty: 3439.225342
	Iteration 10Q: 3 clusters Score -4775302 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -4776883.500000 Penalty: 3439.225342
	Iteration 11F: 3 clusters Score -4776884 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -4778539.500000 Penalty: 3439.225342
	Iteration 12F: 3 clusters Score -4778540 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -4780020.500000 Penalty: 3439.225342
	Iteration 13Q: 3 clusters Score -4780020 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -4781079.000000 Penalty: 3439.225342
	Iteration 14Q: 3 clusters Score -4781079 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -4781872.500000 Penalty: 3439.225342
	Iteration 15Q: 3 clusters Score -4781872 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4782506.500000 Penalty: 3439.225342
	Iteration 16Q: 3 clusters Score -4782506 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4783052.000000 Penalty: 3439.225342
	Iteration 17Q: 3 clusters Score -4783052 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4783531.500000 Penalty: 3439.225342
	Iteration 18Q: 3 clusters Score -4783532 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4783939.500000 Penalty: 3439.225342
	Iteration 19Q: 3 clusters Score -4783940 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4784251.000000 Penalty: 3439.225342
	Iteration 20F: 3 clusters Score -4784251 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4784474.000000 Penalty: 3439.225342
	Iteration 21Q: 3 clusters Score -4784474 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4784660.500000 Penalty: 3439.225342
	Iteration 22Q: 3 clusters Score -4784660 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4784811.500000 Penalty: 3439.225342
	Iteration 23Q: 3 clusters Score -4784812 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4784921.500000 Penalty: 3439.225342
	Iteration 24Q: 3 clusters Score -4784922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4784989.000000 Penalty: 3439.225342
	Iteration 25Q: 3 clusters Score -4784989 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4785054.000000 Penalty: 3439.225342
	Iteration 26Q: 3 clusters Score -4785054 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4785102.500000 Penalty: 3439.225342
	Iteration 27Q: 3 clusters Score -4785102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4785129.500000 Penalty: 3439.225342
	Iteration 28Q: 3 clusters Score -4785130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4785166.500000 Penalty: 3439.225342
	Iteration 29Q: 3 clusters Score -4785166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4785177.000000 Penalty: 3439.225342
	Iteration 30Q: 3 clusters Score -4785177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4785199.000000 Penalty: 3439.225342
	Iteration 31Q: 3 clusters Score -4785199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4785207.000000 Penalty: 3439.225342
	Iteration 32Q: 3 clusters Score -4785207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4785225.500000 Penalty: 3439.225342
	Iteration 33Q: 3 clusters Score -4785226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4785235.500000 Penalty: 3439.225342
	Iteration 34Q: 3 clusters Score -4785236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4785243.000000 Penalty: 3439.225342
	Iteration 35Q: 3 clusters Score -4785243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4785244.000000 Penalty: 3439.225342
	Iteration 36Q: 3 clusters Score -4785244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4785253.000000 Penalty: 3439.225342
	Iteration 37Q: 3 clusters Score -4785253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4785254.500000 Penalty: 3439.225342
	Iteration 38Q: 3 clusters Score -4785254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4785255.000000 Penalty: 3439.225342
	Iteration 39Q: 3 clusters Score -4785255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4785252.500000 Penalty: 3439.225342
	Iteration 40F: 3 clusters Score -4785252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4785253.500000 Penalty: 3439.225342
	Iteration 41Q: 3 clusters Score -4785254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4785256.500000 Penalty: 3439.225342
	Iteration 42Q: 3 clusters Score -4785256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4785256.500000 Penalty: 3439.225342
	Iteration 43F: 3 clusters Score -4785256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Entering Unmasked Estep 
Score: -10213316.000000 Penalty: 1838.046265
	Iteration 0F: 2 clusters Score -1.021332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -10159559.000000 Penalty: 3676.092529
	Iteration 0F: 3 clusters Score -1.015956e+07 nChanged 38903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -10181544.000000 Penalty: 3676.092529
	Iteration 1F: 3 clusters Score -1.018154e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -10181958.000000 Penalty: 3676.092529
	Iteration 2Q: 3 clusters Score -1.018196e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -10182563.000000 Penalty: 3676.092529
	Iteration 3Q: 3 clusters Score -1.018256e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -10183247.000000 Penalty: 3676.092529
	Iteration 4Q: 3 clusters Score -1.018325e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -10184244.000000 Penalty: 3676.092529
	Iteration 5Q: 3 clusters Score -1.018424e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -10185821.000000 Penalty: 3676.092529
	Iteration 6Q: 3 clusters Score -1.018582e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -10188420.000000 Penalty: 3676.092529
	Iteration 7Q: 3 clusters Score -1.018842e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -10192147.000000 Penalty: 3676.092529
	Iteration 8F: 3 clusters Score -1.019215e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -10196283.000000 Penalty: 3676.092529
	Iteration 9F: 3 clusters Score -1.019628e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -10199611.000000 Penalty: 3676.092529
	Iteration 10F: 3 clusters Score -1.019961e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -10201416.000000 Penalty: 3676.092529
	Iteration 11Q: 3 clusters Score -1.020142e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -10202477.000000 Penalty: 3676.092529
	Iteration 12Q: 3 clusters Score -1.020248e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -10203418.000000 Penalty: 3676.092529
	Iteration 13Q: 3 clusters Score -1.020342e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -10204208.000000 Penalty: 3676.092529
	Iteration 14Q: 3 clusters Score -1.020421e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -10205075.000000 Penalty: 3676.092529
	Iteration 15Q: 3 clusters Score -1.020508e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -10205876.000000 Penalty: 3676.092529
	Iteration 16Q: 3 clusters Score -1.020588e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -10206821.000000 Penalty: 3676.092529
	Iteration 17Q: 3 clusters Score -1.020682e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -10207667.000000 Penalty: 3676.092529
	Iteration 18Q: 3 clusters Score -1.020767e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -10208487.000000 Penalty: 3676.092529
	Iteration 19Q: 3 clusters Score -1.020849e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -10209251.000000 Penalty: 3676.092529
	Iteration 20F: 3 clusters Score -1.020925e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -10209774.000000 Penalty: 3676.092529
	Iteration 21Q: 3 clusters Score -1.020977e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78225 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -10210205.000000 Penalty: 3676.092529
	Iteration 22Q: 3 clusters Score -1.02102e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -10210615.000000 Penalty: 3676.092529
	Iteration 23Q: 3 clusters Score -1.021062e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10210856.000000 Penalty: 3676.092529
	Iteration 24Q: 3 clusters Score -1.021086e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -10211074.000000 Penalty: 3676.092529
	Iteration 25Q: 3 clusters Score -1.021107e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -10211221.000000 Penalty: 3676.092529
	Iteration 26Q: 3 clusters Score -1.021122e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10211338.000000 Penalty: 3676.092529
	Iteration 27Q: 3 clusters Score -1.021134e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -10211429.000000 Penalty: 3676.092529
	Iteration 28Q: 3 clusters Score -1.021143e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10211477.000000 Penalty: 3676.092529
	Iteration 29Q: 3 clusters Score -1.021148e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10211530.000000 Penalty: 3676.092529
	Iteration 30Q: 3 clusters Score -1.021153e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10211553.000000 Penalty: 3676.092529
	Iteration 31Q: 3 clusters Score -1.021155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10211569.000000 Penalty: 3676.092529
	Iteration 32Q: 3 clusters Score -1.021157e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10211584.000000 Penalty: 3676.092529
	Iteration 33Q: 3 clusters Score -1.021158e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10211593.000000 Penalty: 3676.092529
	Iteration 34Q: 3 clusters Score -1.021159e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10211587.000000 Penalty: 3676.092529
	Iteration 35Q: 3 clusters Score -1.021159e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10211627.000000 Penalty: 3676.092529
	Iteration 36Q: 3 clusters Score -1.021163e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10211632.000000 Penalty: 3676.092529
	Iteration 37Q: 3 clusters Score -1.021163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10211656.000000 Penalty: 3676.092529
	Iteration 38Q: 3 clusters Score -1.021166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10211669.000000 Penalty: 3676.092529
	Iteration 39Q: 3 clusters Score -1.021167e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10211682.000000 Penalty: 3676.092529
	Iteration 40F: 3 clusters Score -1.021168e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10211689.000000 Penalty: 3676.092529
	Iteration 41Q: 3 clusters Score -1.021169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10211682.000000 Penalty: 3676.092529
	Iteration 42Q: 3 clusters Score -1.021168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10211685.000000 Penalty: 3676.092529
	Iteration 43Q: 3 clusters Score -1.021168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10211682.000000 Penalty: 3676.092529
	Iteration 44Q: 3 clusters Score -1.021168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10211682.000000 Penalty: 3676.092529
	Iteration 45Q: 3 clusters Score -1.021168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10211693.000000 Penalty: 3676.092529
	Iteration 46Q: 3 clusters Score -1.021169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10211701.000000 Penalty: 3676.092529
	Iteration 47Q: 3 clusters Score -1.02117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10211703.000000 Penalty: 3676.092529
	Iteration 48Q: 3 clusters Score -1.02117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10211697.000000 Penalty: 3676.092529
	Iteration 49Q: 3 clusters Score -1.02117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10211704.000000 Penalty: 3676.092529
	Iteration 50Q: 3 clusters Score -1.02117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10211713.000000 Penalty: 3676.092529
	Iteration 51Q: 3 clusters Score -1.021171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10211719.000000 Penalty: 3676.092529
	Iteration 52Q: 3 clusters Score -1.021172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10211718.000000 Penalty: 3676.092529
	Iteration 53Q: 3 clusters Score -1.021172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10211722.000000 Penalty: 3676.092529
	Iteration 54Q: 3 clusters Score -1.021172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10211724.000000 Penalty: 3676.092529
	Iteration 55Q: 3 clusters Score -1.021172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10211723.000000 Penalty: 3676.092529
	Iteration 56Q: 3 clusters Score -1.021172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10211722.000000 Penalty: 3676.092529
	Iteration 57Q: 3 clusters Score -1.021172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10211731.000000 Penalty: 3676.092529
	Iteration 58Q: 3 clusters Score -1.021173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10211740.000000 Penalty: 3676.092529
	Iteration 59Q: 3 clusters Score -1.021174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10211744.000000 Penalty: 3676.092529
	Iteration 60F: 3 clusters Score -1.021174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81150 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10211740.000000 Penalty: 3676.092529
	Iteration 61Q: 3 clusters Score -1.021174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81150 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10211748.000000 Penalty: 3676.092529
	Iteration 62Q: 3 clusters Score -1.021175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10211748.000000 Penalty: 3676.092529
	Iteration 63Q: 3 clusters Score -1.021175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10211749.000000 Penalty: 3676.092529
	Iteration 64Q: 3 clusters Score -1.021175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10211747.000000 Penalty: 3676.092529
	Iteration 65Q: 3 clusters Score -1.021175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10211747.000000 Penalty: 3676.092529
	Iteration 66F: 3 clusters Score -1.021175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Entering Unmasked Estep 
Score: -10543011.000000 Penalty: 1842.832886
	Iteration 0F: 2 clusters Score -1.054301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -10488956.000000 Penalty: 3685.665771
	Iteration 0F: 3 clusters Score -1.048896e+07 nChanged 39876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -10511688.000000 Penalty: 3685.665771
	Iteration 1F: 3 clusters Score -1.051169e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -10512603.000000 Penalty: 3685.665771
	Iteration 2Q: 3 clusters Score -1.05126e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -10514156.000000 Penalty: 3685.665771
	Iteration 3Q: 3 clusters Score -1.051416e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -10516646.000000 Penalty: 3685.665771
	Iteration 4F: 3 clusters Score -1.051665e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -10520156.000000 Penalty: 3685.665771
	Iteration 5F: 3 clusters Score -1.052016e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -10524733.000000 Penalty: 3685.665771
	Iteration 6F: 3 clusters Score -1.052473e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -10528664.000000 Penalty: 3685.665771
	Iteration 7F: 3 clusters Score -1.052866e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -10530997.000000 Penalty: 3685.665771
	Iteration 8F: 3 clusters Score -1.0531e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -10531934.000000 Penalty: 3685.665771
	Iteration 9Q: 3 clusters Score -1.053193e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -10532480.000000 Penalty: 3685.665771
	Iteration 10Q: 3 clusters Score -1.053248e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -10533001.000000 Penalty: 3685.665771
	Iteration 11Q: 3 clusters Score -1.0533e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -10533426.000000 Penalty: 3685.665771
	Iteration 12Q: 3 clusters Score -1.053343e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -10533904.000000 Penalty: 3685.665771
	Iteration 13Q: 3 clusters Score -1.05339e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -10534325.000000 Penalty: 3685.665771
	Iteration 14Q: 3 clusters Score -1.053432e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -10534884.000000 Penalty: 3685.665771
	Iteration 15Q: 3 clusters Score -1.053488e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -10535402.000000 Penalty: 3685.665771
	Iteration 16Q: 3 clusters Score -1.05354e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -10536093.000000 Penalty: 3685.665771
	Iteration 17Q: 3 clusters Score -1.053609e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -10536709.000000 Penalty: 3685.665771
	Iteration 18Q: 3 clusters Score -1.053671e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -10537292.000000 Penalty: 3685.665771
	Iteration 19Q: 3 clusters Score -1.053729e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -10537849.000000 Penalty: 3685.665771
	Iteration 20F: 3 clusters Score -1.053785e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -10538358.000000 Penalty: 3685.665771
	Iteration 21Q: 3 clusters Score -1.053836e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -10538855.000000 Penalty: 3685.665771
	Iteration 22Q: 3 clusters Score -1.053886e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -10539225.000000 Penalty: 3685.665771
	Iteration 23Q: 3 clusters Score -1.053922e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -10539513.000000 Penalty: 3685.665771
	Iteration 24Q: 3 clusters Score -1.053951e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -10539800.000000 Penalty: 3685.665771
	Iteration 25Q: 3 clusters Score -1.05398e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74514 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -10539999.000000 Penalty: 3685.665771
	Iteration 26Q: 3 clusters Score -1.054e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -10540176.000000 Penalty: 3685.665771
	Iteration 27Q: 3 clusters Score -1.054018e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -10540319.000000 Penalty: 3685.665771
	Iteration 28Q: 3 clusters Score -1.054032e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -10540504.000000 Penalty: 3685.665771
	Iteration 29Q: 3 clusters Score -1.05405e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75586 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -10540672.000000 Penalty: 3685.665771
	Iteration 30Q: 3 clusters Score -1.054067e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75826 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -10540823.000000 Penalty: 3685.665771
	Iteration 31Q: 3 clusters Score -1.054082e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -10540996.000000 Penalty: 3685.665771
	Iteration 32Q: 3 clusters Score -1.0541e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76395 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -10541154.000000 Penalty: 3685.665771
	Iteration 33Q: 3 clusters Score -1.054115e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -10541294.000000 Penalty: 3685.665771
	Iteration 34Q: 3 clusters Score -1.054129e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -10541425.000000 Penalty: 3685.665771
	Iteration 35Q: 3 clusters Score -1.054142e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -10541543.000000 Penalty: 3685.665771
	Iteration 36Q: 3 clusters Score -1.054154e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -10541754.000000 Penalty: 3685.665771
	Iteration 37Q: 3 clusters Score -1.054175e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -10541935.000000 Penalty: 3685.665771
	Iteration 38Q: 3 clusters Score -1.054194e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79039 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -10542067.000000 Penalty: 3685.665771
	Iteration 39Q: 3 clusters Score -1.054207e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -10542200.000000 Penalty: 3685.665771
	Iteration 40F: 3 clusters Score -1.05422e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -10542345.000000 Penalty: 3685.665771
	Iteration 41Q: 3 clusters Score -1.054234e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -10542467.000000 Penalty: 3685.665771
	Iteration 42Q: 3 clusters Score -1.054247e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -10542551.000000 Penalty: 3685.665771
	Iteration 43Q: 3 clusters Score -1.054255e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -10542553.000000 Penalty: 3685.665771
	Iteration 44Q: 3 clusters Score -1.054255e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -10542500.000000 Penalty: 3685.665771
	Iteration 45Q: 3 clusters Score -1.05425e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -10542406.000000 Penalty: 3685.665771
	Iteration 46Q: 3 clusters Score -1.054241e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -10542362.000000 Penalty: 3685.665771
	Iteration 47Q: 3 clusters Score -1.054236e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10542282.000000 Penalty: 3685.665771
	Iteration 48Q: 3 clusters Score -1.054228e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10542202.000000 Penalty: 3685.665771
	Iteration 49Q: 3 clusters Score -1.05422e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10542114.000000 Penalty: 3685.665771
	Iteration 50Q: 3 clusters Score -1.054211e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10542087.000000 Penalty: 3685.665771
	Iteration 51Q: 3 clusters Score -1.054209e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10542054.000000 Penalty: 3685.665771
	Iteration 52Q: 3 clusters Score -1.054205e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10542006.000000 Penalty: 3685.665771
	Iteration 53Q: 3 clusters Score -1.054201e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10541971.000000 Penalty: 3685.665771
	Iteration 54Q: 3 clusters Score -1.054197e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83512 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10541972.000000 Penalty: 3685.665771
	Iteration 55Q: 3 clusters Score -1.054197e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83551 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10541955.000000 Penalty: 3685.665771
	Iteration 56Q: 3 clusters Score -1.054196e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10541958.000000 Penalty: 3685.665771
	Iteration 57Q: 3 clusters Score -1.054196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10541960.000000 Penalty: 3685.665771
	Iteration 58Q: 3 clusters Score -1.054196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10541972.000000 Penalty: 3685.665771
	Iteration 59Q: 3 clusters Score -1.054197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10541964.000000 Penalty: 3685.665771
	Iteration 60F: 3 clusters Score -1.054196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10541938.000000 Penalty: 3685.665771
	Iteration 61Q: 3 clusters Score -1.054194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10541925.000000 Penalty: 3685.665771
	Iteration 62Q: 3 clusters Score -1.054192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10541925.000000 Penalty: 3685.665771
	Iteration 63Q: 3 clusters Score -1.054192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83733 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10541909.000000 Penalty: 3685.665771
	Iteration 64Q: 3 clusters Score -1.054191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10541907.000000 Penalty: 3685.665771
	Iteration 65Q: 3 clusters Score -1.054191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83753 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10541905.000000 Penalty: 3685.665771
	Iteration 66Q: 3 clusters Score -1.05419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83763 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10541897.000000 Penalty: 3685.665771
	Iteration 67Q: 3 clusters Score -1.05419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10541888.000000 Penalty: 3685.665771
	Iteration 68Q: 3 clusters Score -1.054189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10541887.000000 Penalty: 3685.665771
	Iteration 69Q: 3 clusters Score -1.054189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10541884.000000 Penalty: 3685.665771
	Iteration 70Q: 3 clusters Score -1.054188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83785 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10541878.000000 Penalty: 3685.665771
	Iteration 71Q: 3 clusters Score -1.054188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10541882.000000 Penalty: 3685.665771
	Iteration 72Q: 3 clusters Score -1.054188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10541882.000000 Penalty: 3685.665771
	Iteration 73F: 3 clusters Score -1.054188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -239907.734375 Penalty: 1241.910156
	Iteration 0F: 2 clusters Score -239907.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -237781.359375 Penalty: 2483.820312
	Iteration 0F: 3 clusters Score -237781.4 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -238388.140625 Penalty: 2483.820312
	Iteration 1F: 3 clusters Score -238388.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -238565.515625 Penalty: 2483.820312
	Iteration 2F: 3 clusters Score -238565.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -238683.375000 Penalty: 2483.820312
	Iteration 3F: 3 clusters Score -238683.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -238806.375000 Penalty: 2483.820312
	Iteration 4Q: 3 clusters Score -238806.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -238937.218750 Penalty: 2483.820312
	Iteration 5F: 3 clusters Score -238937.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -239084.593750 Penalty: 2483.820312
	Iteration 6F: 3 clusters Score -239084.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -239241.250000 Penalty: 2483.820312
	Iteration 7Q: 3 clusters Score -239241.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -239379.328125 Penalty: 2483.820312
	Iteration 8Q: 3 clusters Score -239379.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -239448.031250 Penalty: 2483.820312
	Iteration 9Q: 3 clusters Score -239448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -239474.828125 Penalty: 2483.820312
	Iteration 10Q: 3 clusters Score -239474.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -239487.531250 Penalty: 2483.820312
	Iteration 11Q: 3 clusters Score -239487.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -239494.171875 Penalty: 2483.820312
	Iteration 12Q: 3 clusters Score -239494.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -239499.328125 Penalty: 2483.820312
	Iteration 13Q: 3 clusters Score -239499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -239500.812500 Penalty: 2483.820312
	Iteration 14Q: 3 clusters Score -239500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -239502.062500 Penalty: 2483.820312
	Iteration 15Q: 3 clusters Score -239502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -239503.484375 Penalty: 2483.820312
	Iteration 16Q: 3 clusters Score -239503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -239504.671875 Penalty: 2483.820312
	Iteration 17Q: 3 clusters Score -239504.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -239504.671875 Penalty: 2483.820312
	Iteration 18F: 3 clusters Score -239504.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Entering Unmasked Estep 
Score: -3533696.000000 Penalty: 1667.291138
	Iteration 0F: 2 clusters Score -3533696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3514431.250000 Penalty: 3334.582275
	Iteration 0F: 3 clusters Score -3514431 nChanged 13104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3521691.750000 Penalty: 3334.582275
	Iteration 1F: 3 clusters Score -3521692 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3522133.250000 Penalty: 3334.582275
	Iteration 2Q: 3 clusters Score -3522133 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3522634.750000 Penalty: 3334.582275
	Iteration 3Q: 3 clusters Score -3522635 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3523369.500000 Penalty: 3334.582275
	Iteration 4Q: 3 clusters Score -3523370 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3524403.500000 Penalty: 3334.582275
	Iteration 5F: 3 clusters Score -3524404 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3525745.500000 Penalty: 3334.582275
	Iteration 6F: 3 clusters Score -3525746 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3527257.750000 Penalty: 3334.582275
	Iteration 7F: 3 clusters Score -3527258 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3528602.000000 Penalty: 3334.582275
	Iteration 8F: 3 clusters Score -3528602 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3529384.250000 Penalty: 3334.582275
	Iteration 9F: 3 clusters Score -3529384 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3529713.500000 Penalty: 3334.582275
	Iteration 10Q: 3 clusters Score -3529714 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3529844.000000 Penalty: 3334.582275
	Iteration 11Q: 3 clusters Score -3529844 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3529910.500000 Penalty: 3334.582275
	Iteration 12Q: 3 clusters Score -3529910 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3529954.750000 Penalty: 3334.582275
	Iteration 13Q: 3 clusters Score -3529955 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3529981.750000 Penalty: 3334.582275
	Iteration 14Q: 3 clusters Score -3529982 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3530027.000000 Penalty: 3334.582275
	Iteration 15Q: 3 clusters Score -3530027 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3530083.500000 Penalty: 3334.582275
	Iteration 16Q: 3 clusters Score -3530084 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3530126.750000 Penalty: 3334.582275
	Iteration 17Q: 3 clusters Score -3530127 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3530183.000000 Penalty: 3334.582275
	Iteration 18Q: 3 clusters Score -3530183 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3530221.250000 Penalty: 3334.582275
	Iteration 19Q: 3 clusters Score -3530221 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3530264.750000 Penalty: 3334.582275
	Iteration 20F: 3 clusters Score -3530265 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3530299.000000 Penalty: 3334.582275
	Iteration 21Q: 3 clusters Score -3530299 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3530368.750000 Penalty: 3334.582275
	Iteration 22Q: 3 clusters Score -3530369 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3530408.250000 Penalty: 3334.582275
	Iteration 23Q: 3 clusters Score -3530408 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3530452.750000 Penalty: 3334.582275
	Iteration 24Q: 3 clusters Score -3530453 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3530490.250000 Penalty: 3334.582275
	Iteration 25Q: 3 clusters Score -3530490 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3530529.000000 Penalty: 3334.582275
	Iteration 26Q: 3 clusters Score -3530529 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3530561.500000 Penalty: 3334.582275
	Iteration 27Q: 3 clusters Score -3530562 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3530596.250000 Penalty: 3334.582275
	Iteration 28Q: 3 clusters Score -3530596 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3530632.250000 Penalty: 3334.582275
	Iteration 29Q: 3 clusters Score -3530632 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3530664.000000 Penalty: 3334.582275
	Iteration 30Q: 3 clusters Score -3530664 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3530706.500000 Penalty: 3334.582275
	Iteration 31Q: 3 clusters Score -3530706 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3530741.000000 Penalty: 3334.582275
	Iteration 32Q: 3 clusters Score -3530741 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3530793.000000 Penalty: 3334.582275
	Iteration 33Q: 3 clusters Score -3530793 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3530827.750000 Penalty: 3334.582275
	Iteration 34Q: 3 clusters Score -3530828 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3530863.750000 Penalty: 3334.582275
	Iteration 35Q: 3 clusters Score -3530864 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3530910.750000 Penalty: 3334.582275
	Iteration 36Q: 3 clusters Score -3530911 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3530953.000000 Penalty: 3334.582275
	Iteration 37Q: 3 clusters Score -3530953 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3530999.250000 Penalty: 3334.582275
	Iteration 38Q: 3 clusters Score -3530999 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3531050.500000 Penalty: 3334.582275
	Iteration 39Q: 3 clusters Score -3531050 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3531117.250000 Penalty: 3334.582275
	Iteration 40F: 3 clusters Score -3531117 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3531160.000000 Penalty: 3334.582275
	Iteration 41Q: 3 clusters Score -3531160 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3531219.750000 Penalty: 3334.582275
	Iteration 42Q: 3 clusters Score -3531220 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3531270.500000 Penalty: 3334.582275
	Iteration 43Q: 3 clusters Score -3531270 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3531347.000000 Penalty: 3334.582275
	Iteration 44Q: 3 clusters Score -3531347 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3531407.750000 Penalty: 3334.582275
	Iteration 45Q: 3 clusters Score -3531408 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3531473.250000 Penalty: 3334.582275
	Iteration 46Q: 3 clusters Score -3531473 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3531547.750000 Penalty: 3334.582275
	Iteration 47Q: 3 clusters Score -3531548 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3531605.750000 Penalty: 3334.582275
	Iteration 48Q: 3 clusters Score -3531606 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3531675.500000 Penalty: 3334.582275
	Iteration 49Q: 3 clusters Score -3531676 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3531729.000000 Penalty: 3334.582275
	Iteration 50Q: 3 clusters Score -3531729 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3531807.750000 Penalty: 3334.582275
	Iteration 51Q: 3 clusters Score -3531808 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3531866.500000 Penalty: 3334.582275
	Iteration 52Q: 3 clusters Score -3531866 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3531906.250000 Penalty: 3334.582275
	Iteration 53Q: 3 clusters Score -3531906 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3531972.250000 Penalty: 3334.582275
	Iteration 54Q: 3 clusters Score -3531972 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3532016.000000 Penalty: 3334.582275
	Iteration 55Q: 3 clusters Score -3532016 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3532067.750000 Penalty: 3334.582275
	Iteration 56Q: 3 clusters Score -3532068 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3532114.000000 Penalty: 3334.582275
	Iteration 57Q: 3 clusters Score -3532114 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3532156.000000 Penalty: 3334.582275
	Iteration 58Q: 3 clusters Score -3532156 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3532175.250000 Penalty: 3334.582275
	Iteration 59Q: 3 clusters Score -3532175 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3532203.250000 Penalty: 3334.582275
	Iteration 60F: 3 clusters Score -3532203 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3532236.750000 Penalty: 3334.582275
	Iteration 61Q: 3 clusters Score -3532237 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3532264.250000 Penalty: 3334.582275
	Iteration 62Q: 3 clusters Score -3532264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3532286.750000 Penalty: 3334.582275
	Iteration 63Q: 3 clusters Score -3532287 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3532316.000000 Penalty: 3334.582275
	Iteration 64Q: 3 clusters Score -3532316 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3532331.750000 Penalty: 3334.582275
	Iteration 65Q: 3 clusters Score -3532332 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3532369.500000 Penalty: 3334.582275
	Iteration 66Q: 3 clusters Score -3532370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3532391.750000 Penalty: 3334.582275
	Iteration 67Q: 3 clusters Score -3532392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -3532402.750000 Penalty: 3334.582275
	Iteration 68Q: 3 clusters Score -3532403 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3532407.750000 Penalty: 3334.582275
	Iteration 69Q: 3 clusters Score -3532408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3532414.500000 Penalty: 3334.582275
	Iteration 70Q: 3 clusters Score -3532414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3532422.500000 Penalty: 3334.582275
	Iteration 71Q: 3 clusters Score -3532422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3532442.250000 Penalty: 3334.582275
	Iteration 72Q: 3 clusters Score -3532442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3532459.250000 Penalty: 3334.582275
	Iteration 73Q: 3 clusters Score -3532459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3532462.750000 Penalty: 3334.582275
	Iteration 74Q: 3 clusters Score -3532463 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3532472.250000 Penalty: 3334.582275
	Iteration 75Q: 3 clusters Score -3532472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3532484.500000 Penalty: 3334.582275
	Iteration 76Q: 3 clusters Score -3532484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3532488.750000 Penalty: 3334.582275
	Iteration 77Q: 3 clusters Score -3532489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3532490.000000 Penalty: 3334.582275
	Iteration 78Q: 3 clusters Score -3532490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3532498.500000 Penalty: 3334.582275
	Iteration 79Q: 3 clusters Score -3532498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3532498.000000 Penalty: 3334.582275
	Iteration 80F: 3 clusters Score -3532498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3532512.000000 Penalty: 3334.582275
	Iteration 81Q: 3 clusters Score -3532512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3532524.500000 Penalty: 3334.582275
	Iteration 82Q: 3 clusters Score -3532524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3532548.000000 Penalty: 3334.582275
	Iteration 83Q: 3 clusters Score -3532548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3532557.000000 Penalty: 3334.582275
	Iteration 84Q: 3 clusters Score -3532557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3532559.750000 Penalty: 3334.582275
	Iteration 85Q: 3 clusters Score -3532560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3532570.250000 Penalty: 3334.582275
	Iteration 86Q: 3 clusters Score -3532570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3532575.250000 Penalty: 3334.582275
	Iteration 87Q: 3 clusters Score -3532575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3532576.500000 Penalty: 3334.582275
	Iteration 88Q: 3 clusters Score -3532576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3532584.250000 Penalty: 3334.582275
	Iteration 89Q: 3 clusters Score -3532584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3532583.000000 Penalty: 3334.582275
	Iteration 90Q: 3 clusters Score -3532583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3532583.000000 Penalty: 3334.582275
	Iteration 91Q: 3 clusters Score -3532583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3532593.500000 Penalty: 3334.582275
	Iteration 92Q: 3 clusters Score -3532594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3532606.250000 Penalty: 3334.582275
	Iteration 93Q: 3 clusters Score -3532606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3532608.250000 Penalty: 3334.582275
	Iteration 94Q: 3 clusters Score -3532608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3532607.000000 Penalty: 3334.582275
	Iteration 95Q: 3 clusters Score -3532607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3532612.000000 Penalty: 3334.582275
	Iteration 96Q: 3 clusters Score -3532612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3532607.000000 Penalty: 3334.582275
	Iteration 97Q: 3 clusters Score -3532607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3532619.250000 Penalty: 3334.582275
	Iteration 98Q: 3 clusters Score -3532619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3532619.750000 Penalty: 3334.582275
	Iteration 99Q: 3 clusters Score -3532620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3532626.750000 Penalty: 3334.582275
	Iteration 100F: 3 clusters Score -3532627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3532626.500000 Penalty: 3334.582275
	Iteration 101Q: 3 clusters Score -3532626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3532637.750000 Penalty: 3334.582275
	Iteration 102Q: 3 clusters Score -3532638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3532637.250000 Penalty: 3334.582275
	Iteration 103Q: 3 clusters Score -3532637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3532639.750000 Penalty: 3334.582275
	Iteration 104Q: 3 clusters Score -3532640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3532644.250000 Penalty: 3334.582275
	Iteration 105Q: 3 clusters Score -3532644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3532644.750000 Penalty: 3334.582275
	Iteration 106Q: 3 clusters Score -3532645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3532646.000000 Penalty: 3334.582275
	Iteration 107Q: 3 clusters Score -3532646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3532645.500000 Penalty: 3334.582275
	Iteration 108Q: 3 clusters Score -3532646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3532650.250000 Penalty: 3334.582275
	Iteration 109Q: 3 clusters Score -3532650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3532650.250000 Penalty: 3334.582275
	Iteration 110Q: 3 clusters Score -3532650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3532658.500000 Penalty: 3334.582275
	Iteration 111Q: 3 clusters Score -3532658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -3532660.750000 Penalty: 3334.582275
	Iteration 112Q: 3 clusters Score -3532661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3532661.500000 Penalty: 3334.582275
	Iteration 113Q: 3 clusters Score -3532662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3532665.750000 Penalty: 3334.582275
	Iteration 114Q: 3 clusters Score -3532666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3532661.250000 Penalty: 3334.582275
	Iteration 115Q: 3 clusters Score -3532661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3532662.750000 Penalty: 3334.582275
	Iteration 116Q: 3 clusters Score -3532663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3532667.250000 Penalty: 3334.582275
	Iteration 117Q: 3 clusters Score -3532667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3532669.000000 Penalty: 3334.582275
	Iteration 118Q: 3 clusters Score -3532669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3532666.000000 Penalty: 3334.582275
	Iteration 119Q: 3 clusters Score -3532666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3532668.250000 Penalty: 3334.582275
	Iteration 120F: 3 clusters Score -3532668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3532669.500000 Penalty: 3334.582275
	Iteration 121Q: 3 clusters Score -3532670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3532679.500000 Penalty: 3334.582275
	Iteration 122Q: 3 clusters Score -3532680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3532679.000000 Penalty: 3334.582275
	Iteration 123Q: 3 clusters Score -3532679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3532681.250000 Penalty: 3334.582275
	Iteration 124Q: 3 clusters Score -3532681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3532684.000000 Penalty: 3334.582275
	Iteration 125Q: 3 clusters Score -3532684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3532689.250000 Penalty: 3334.582275
	Iteration 126Q: 3 clusters Score -3532689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3532695.000000 Penalty: 3334.582275
	Iteration 127Q: 3 clusters Score -3532695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3532698.250000 Penalty: 3334.582275
	Iteration 128Q: 3 clusters Score -3532698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3532695.500000 Penalty: 3334.582275
	Iteration 129Q: 3 clusters Score -3532696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3532696.250000 Penalty: 3334.582275
	Iteration 130Q: 3 clusters Score -3532696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3532696.250000 Penalty: 3334.582275
	Iteration 131Q: 3 clusters Score -3532696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3532696.750000 Penalty: 3334.582275
	Iteration 132Q: 3 clusters Score -3532697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3532696.000000 Penalty: 3334.582275
	Iteration 133Q: 3 clusters Score -3532696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3532693.500000 Penalty: 3334.582275
	Iteration 134Q: 3 clusters Score -3532694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3532689.500000 Penalty: 3334.582275
	Iteration 135Q: 3 clusters Score -3532690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3532695.750000 Penalty: 3334.582275
	Iteration 136Q: 3 clusters Score -3532696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3532695.000000 Penalty: 3334.582275
	Iteration 137Q: 3 clusters Score -3532695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3532695.000000 Penalty: 3334.582275
	Iteration 138Q: 3 clusters Score -3532695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3532695.000000 Penalty: 3334.582275
	Iteration 139F: 3 clusters Score -3532695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Entering Unmasked Estep 
Score: -324645.906250 Penalty: 1288.248901
	Iteration 0F: 2 clusters Score -324645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -322082.500000 Penalty: 2576.497803
	Iteration 0F: 3 clusters Score -322082.5 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -322727.968750 Penalty: 2576.497803
	Iteration 1F: 3 clusters Score -322728 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -322919.406250 Penalty: 2576.497803
	Iteration 2F: 3 clusters Score -322919.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -323123.406250 Penalty: 2576.497803
	Iteration 3F: 3 clusters Score -323123.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -323285.906250 Penalty: 2576.497803
	Iteration 4F: 3 clusters Score -323285.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -323488.187500 Penalty: 2576.497803
	Iteration 5F: 3 clusters Score -323488.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -323751.812500 Penalty: 2576.497803
	Iteration 6F: 3 clusters Score -323751.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -323961.906250 Penalty: 2576.497803
	Iteration 7F: 3 clusters Score -323961.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -324140.375000 Penalty: 2576.497803
	Iteration 8Q: 3 clusters Score -324140.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -324239.656250 Penalty: 2576.497803
	Iteration 9Q: 3 clusters Score -324239.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -324284.156250 Penalty: 2576.497803
	Iteration 10Q: 3 clusters Score -324284.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -324297.031250 Penalty: 2576.497803
	Iteration 11Q: 3 clusters Score -324297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -324303.468750 Penalty: 2576.497803
	Iteration 12Q: 3 clusters Score -324303.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -324307.156250 Penalty: 2576.497803
	Iteration 13Q: 3 clusters Score -324307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -324308.906250 Penalty: 2576.497803
	Iteration 14Q: 3 clusters Score -324308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -324310.250000 Penalty: 2576.497803
	Iteration 15Q: 3 clusters Score -324310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -324310.812500 Penalty: 2576.497803
	Iteration 16Q: 3 clusters Score -324310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -324311.625000 Penalty: 2576.497803
	Iteration 17Q: 3 clusters Score -324311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -324311.968750 Penalty: 2576.497803
	Iteration 18Q: 3 clusters Score -324312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -324311.968750 Penalty: 2576.497803
	Iteration 19F: 3 clusters Score -324312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Entering Unmasked Estep 
Score: -6222715.500000 Penalty: 1755.083618
	Iteration 0F: 2 clusters Score -6222716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -6190372.000000 Penalty: 3510.167236
	Iteration 0F: 3 clusters Score -6190372 nChanged 23135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -6203847.000000 Penalty: 3510.167236
	Iteration 1F: 3 clusters Score -6203847 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -6204711.500000 Penalty: 3510.167236
	Iteration 2Q: 3 clusters Score -6204712 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -6205933.000000 Penalty: 3510.167236
	Iteration 3Q: 3 clusters Score -6205933 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -6207554.000000 Penalty: 3510.167236
	Iteration 4F: 3 clusters Score -6207554 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -6209818.000000 Penalty: 3510.167236
	Iteration 5F: 3 clusters Score -6209818 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -6212327.000000 Penalty: 3510.167236
	Iteration 6F: 3 clusters Score -6212327 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -6214119.000000 Penalty: 3510.167236
	Iteration 7F: 3 clusters Score -6214119 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -6215007.500000 Penalty: 3510.167236
	Iteration 8Q: 3 clusters Score -6215008 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6215464.000000 Penalty: 3510.167236
	Iteration 9Q: 3 clusters Score -6215464 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -6215812.000000 Penalty: 3510.167236
	Iteration 10Q: 3 clusters Score -6215812 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -6216143.000000 Penalty: 3510.167236
	Iteration 11Q: 3 clusters Score -6216143 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -6216515.000000 Penalty: 3510.167236
	Iteration 12Q: 3 clusters Score -6216515 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -6216912.000000 Penalty: 3510.167236
	Iteration 13Q: 3 clusters Score -6216912 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -6217287.000000 Penalty: 3510.167236
	Iteration 14Q: 3 clusters Score -6217287 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -6217638.500000 Penalty: 3510.167236
	Iteration 15Q: 3 clusters Score -6217638 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -6217966.000000 Penalty: 3510.167236
	Iteration 16Q: 3 clusters Score -6217966 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -6218288.500000 Penalty: 3510.167236
	Iteration 17Q: 3 clusters Score -6218288 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -6218533.500000 Penalty: 3510.167236
	Iteration 18Q: 3 clusters Score -6218534 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -6218743.500000 Penalty: 3510.167236
	Iteration 19Q: 3 clusters Score -6218744 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -6218942.000000 Penalty: 3510.167236
	Iteration 20F: 3 clusters Score -6218942 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -6219130.000000 Penalty: 3510.167236
	Iteration 21Q: 3 clusters Score -6219130 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -6219264.500000 Penalty: 3510.167236
	Iteration 22Q: 3 clusters Score -6219264 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -6219410.500000 Penalty: 3510.167236
	Iteration 23Q: 3 clusters Score -6219410 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -6219546.500000 Penalty: 3510.167236
	Iteration 24Q: 3 clusters Score -6219546 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -6219661.000000 Penalty: 3510.167236
	Iteration 25Q: 3 clusters Score -6219661 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -6219755.000000 Penalty: 3510.167236
	Iteration 26Q: 3 clusters Score -6219755 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -6219817.000000 Penalty: 3510.167236
	Iteration 27Q: 3 clusters Score -6219817 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -6219883.000000 Penalty: 3510.167236
	Iteration 28Q: 3 clusters Score -6219883 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -6219970.000000 Penalty: 3510.167236
	Iteration 29Q: 3 clusters Score -6219970 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -6220079.000000 Penalty: 3510.167236
	Iteration 30Q: 3 clusters Score -6220079 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -6220163.500000 Penalty: 3510.167236
	Iteration 31Q: 3 clusters Score -6220164 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -6220290.500000 Penalty: 3510.167236
	Iteration 32Q: 3 clusters Score -6220290 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -6220396.500000 Penalty: 3510.167236
	Iteration 33Q: 3 clusters Score -6220396 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -6220505.000000 Penalty: 3510.167236
	Iteration 34Q: 3 clusters Score -6220505 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -6220579.000000 Penalty: 3510.167236
	Iteration 35Q: 3 clusters Score -6220579 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -6220635.000000 Penalty: 3510.167236
	Iteration 36Q: 3 clusters Score -6220635 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -6220711.000000 Penalty: 3510.167236
	Iteration 37Q: 3 clusters Score -6220711 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -6220772.500000 Penalty: 3510.167236
	Iteration 38Q: 3 clusters Score -6220772 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -6220840.000000 Penalty: 3510.167236
	Iteration 39Q: 3 clusters Score -6220840 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -6220891.500000 Penalty: 3510.167236
	Iteration 40F: 3 clusters Score -6220892 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -6220927.000000 Penalty: 3510.167236
	Iteration 41Q: 3 clusters Score -6220927 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -6220957.000000 Penalty: 3510.167236
	Iteration 42Q: 3 clusters Score -6220957 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -6220992.000000 Penalty: 3510.167236
	Iteration 43Q: 3 clusters Score -6220992 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -6221019.500000 Penalty: 3510.167236
	Iteration 44Q: 3 clusters Score -6221020 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -6221056.000000 Penalty: 3510.167236
	Iteration 45Q: 3 clusters Score -6221056 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -6221094.000000 Penalty: 3510.167236
	Iteration 46Q: 3 clusters Score -6221094 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -6221139.000000 Penalty: 3510.167236
	Iteration 47Q: 3 clusters Score -6221139 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -6221187.000000 Penalty: 3510.167236
	Iteration 48Q: 3 clusters Score -6221187 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -6221223.000000 Penalty: 3510.167236
	Iteration 49Q: 3 clusters Score -6221223 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -6221242.000000 Penalty: 3510.167236
	Iteration 50Q: 3 clusters Score -6221242 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -6221258.000000 Penalty: 3510.167236
	Iteration 51Q: 3 clusters Score -6221258 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -6221274.000000 Penalty: 3510.167236
	Iteration 52Q: 3 clusters Score -6221274 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -6221293.500000 Penalty: 3510.167236
	Iteration 53Q: 3 clusters Score -6221294 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -6221315.000000 Penalty: 3510.167236
	Iteration 54Q: 3 clusters Score -6221315 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -6221322.000000 Penalty: 3510.167236
	Iteration 55Q: 3 clusters Score -6221322 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -6221335.000000 Penalty: 3510.167236
	Iteration 56Q: 3 clusters Score -6221335 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -6221348.500000 Penalty: 3510.167236
	Iteration 57Q: 3 clusters Score -6221348 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -6221363.500000 Penalty: 3510.167236
	Iteration 58Q: 3 clusters Score -6221364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -6221394.000000 Penalty: 3510.167236
	Iteration 59Q: 3 clusters Score -6221394 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -6221415.000000 Penalty: 3510.167236
	Iteration 60F: 3 clusters Score -6221415 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -6221433.500000 Penalty: 3510.167236
	Iteration 61Q: 3 clusters Score -6221434 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -6221451.000000 Penalty: 3510.167236
	Iteration 62Q: 3 clusters Score -6221451 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -6221465.000000 Penalty: 3510.167236
	Iteration 63Q: 3 clusters Score -6221465 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -6221493.500000 Penalty: 3510.167236
	Iteration 64Q: 3 clusters Score -6221494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -6221514.500000 Penalty: 3510.167236
	Iteration 65Q: 3 clusters Score -6221514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -6221528.500000 Penalty: 3510.167236
	Iteration 66Q: 3 clusters Score -6221528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -6221516.500000 Penalty: 3510.167236
	Iteration 67Q: 3 clusters Score -6221516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -6221530.000000 Penalty: 3510.167236
	Iteration 68Q: 3 clusters Score -6221530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -6221518.500000 Penalty: 3510.167236
	Iteration 69Q: 3 clusters Score -6221518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -6221515.500000 Penalty: 3510.167236
	Iteration 70Q: 3 clusters Score -6221516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -6221517.500000 Penalty: 3510.167236
	Iteration 71Q: 3 clusters Score -6221518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -6221516.000000 Penalty: 3510.167236
	Iteration 72Q: 3 clusters Score -6221516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -6221513.500000 Penalty: 3510.167236
	Iteration 73Q: 3 clusters Score -6221514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -6221519.500000 Penalty: 3510.167236
	Iteration 74Q: 3 clusters Score -6221520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -6221516.000000 Penalty: 3510.167236
	Iteration 75Q: 3 clusters Score -6221516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -6221518.000000 Penalty: 3510.167236
	Iteration 76Q: 3 clusters Score -6221518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -6221513.500000 Penalty: 3510.167236
	Iteration 77Q: 3 clusters Score -6221514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -6221517.500000 Penalty: 3510.167236
	Iteration 78Q: 3 clusters Score -6221518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -6221511.500000 Penalty: 3510.167236
	Iteration 79Q: 3 clusters Score -6221512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -6221515.000000 Penalty: 3510.167236
	Iteration 80F: 3 clusters Score -6221515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -6221508.000000 Penalty: 3510.167236
	Iteration 81Q: 3 clusters Score -6221508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -6221512.000000 Penalty: 3510.167236
	Iteration 82Q: 3 clusters Score -6221512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -6221509.500000 Penalty: 3510.167236
	Iteration 83Q: 3 clusters Score -6221510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -6221508.500000 Penalty: 3510.167236
	Iteration 84Q: 3 clusters Score -6221508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -6221512.500000 Penalty: 3510.167236
	Iteration 85Q: 3 clusters Score -6221512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -6221509.000000 Penalty: 3510.167236
	Iteration 86Q: 3 clusters Score -6221509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -6221507.500000 Penalty: 3510.167236
	Iteration 87Q: 3 clusters Score -6221508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -6221507.500000 Penalty: 3510.167236
	Iteration 88F: 3 clusters Score -6221508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Entering Unmasked Estep 
Score: -11731893.000000 Penalty: 1860.158203
	Iteration 0F: 2 clusters Score -1.173189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -11672005.000000 Penalty: 3720.316406
	Iteration 0F: 3 clusters Score -1.1672e+07 nChanged 44724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -11698018.000000 Penalty: 3720.316406
	Iteration 1F: 3 clusters Score -1.169802e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -11699054.000000 Penalty: 3720.316406
	Iteration 2Q: 3 clusters Score -1.169905e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -11700822.000000 Penalty: 3720.316406
	Iteration 3Q: 3 clusters Score -1.170082e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -11703921.000000 Penalty: 3720.316406
	Iteration 4F: 3 clusters Score -1.170392e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -11708729.000000 Penalty: 3720.316406
	Iteration 5F: 3 clusters Score -1.170873e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -11714680.000000 Penalty: 3720.316406
	Iteration 6F: 3 clusters Score -1.171468e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -11719591.000000 Penalty: 3720.316406
	Iteration 7F: 3 clusters Score -1.171959e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -11722034.000000 Penalty: 3720.316406
	Iteration 8F: 3 clusters Score -1.172203e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -11722741.000000 Penalty: 3720.316406
	Iteration 9Q: 3 clusters Score -1.172274e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -11723287.000000 Penalty: 3720.316406
	Iteration 10Q: 3 clusters Score -1.172329e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -11723675.000000 Penalty: 3720.316406
	Iteration 11Q: 3 clusters Score -1.172368e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -11724058.000000 Penalty: 3720.316406
	Iteration 12Q: 3 clusters Score -1.172406e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -11724226.000000 Penalty: 3720.316406
	Iteration 13Q: 3 clusters Score -1.172423e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -11724474.000000 Penalty: 3720.316406
	Iteration 14Q: 3 clusters Score -1.172447e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -11724672.000000 Penalty: 3720.316406
	Iteration 15Q: 3 clusters Score -1.172467e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -11724700.000000 Penalty: 3720.316406
	Iteration 16Q: 3 clusters Score -1.17247e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -11724776.000000 Penalty: 3720.316406
	Iteration 17Q: 3 clusters Score -1.172478e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -11724798.000000 Penalty: 3720.316406
	Iteration 18Q: 3 clusters Score -1.17248e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -11724675.000000 Penalty: 3720.316406
	Iteration 19Q: 3 clusters Score -1.172468e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -11724661.000000 Penalty: 3720.316406
	Iteration 20F: 3 clusters Score -1.172466e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -11724668.000000 Penalty: 3720.316406
	Iteration 21Q: 3 clusters Score -1.172467e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -11724585.000000 Penalty: 3720.316406
	Iteration 22Q: 3 clusters Score -1.172458e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -11724529.000000 Penalty: 3720.316406
	Iteration 23Q: 3 clusters Score -1.172453e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -11724468.000000 Penalty: 3720.316406
	Iteration 24Q: 3 clusters Score -1.172447e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -11724359.000000 Penalty: 3720.316406
	Iteration 25Q: 3 clusters Score -1.172436e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -11724314.000000 Penalty: 3720.316406
	Iteration 26Q: 3 clusters Score -1.172431e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -11724269.000000 Penalty: 3720.316406
	Iteration 27Q: 3 clusters Score -1.172427e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -11724120.000000 Penalty: 3720.316406
	Iteration 28Q: 3 clusters Score -1.172412e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -11723990.000000 Penalty: 3720.316406
	Iteration 29Q: 3 clusters Score -1.172399e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -11723889.000000 Penalty: 3720.316406
	Iteration 30Q: 3 clusters Score -1.172389e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -11723820.000000 Penalty: 3720.316406
	Iteration 31Q: 3 clusters Score -1.172382e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -11723665.000000 Penalty: 3720.316406
	Iteration 32Q: 3 clusters Score -1.172366e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -11723557.000000 Penalty: 3720.316406
	Iteration 33Q: 3 clusters Score -1.172356e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -11723377.000000 Penalty: 3720.316406
	Iteration 34Q: 3 clusters Score -1.172338e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -11723308.000000 Penalty: 3720.316406
	Iteration 35Q: 3 clusters Score -1.172331e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -11723187.000000 Penalty: 3720.316406
	Iteration 36Q: 3 clusters Score -1.172319e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -11723116.000000 Penalty: 3720.316406
	Iteration 37Q: 3 clusters Score -1.172312e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -11723042.000000 Penalty: 3720.316406
	Iteration 38Q: 3 clusters Score -1.172304e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -11723111.000000 Penalty: 3720.316406
	Iteration 39Q: 3 clusters Score -1.172311e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -11723263.000000 Penalty: 3720.316406
	Iteration 40F: 3 clusters Score -1.172326e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -11723330.000000 Penalty: 3720.316406
	Iteration 41Q: 3 clusters Score -1.172333e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -11723637.000000 Penalty: 3720.316406
	Iteration 42Q: 3 clusters Score -1.172364e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -11724082.000000 Penalty: 3720.316406
	Iteration 43Q: 3 clusters Score -1.172408e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -11724671.000000 Penalty: 3720.316406
	Iteration 44Q: 3 clusters Score -1.172467e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -11725480.000000 Penalty: 3720.316406
	Iteration 45Q: 3 clusters Score -1.172548e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -11727395.000000 Penalty: 3720.316406
	Iteration 46Q: 3 clusters Score -1.17274e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -11728601.000000 Penalty: 3720.316406
	Iteration 47Q: 3 clusters Score -1.17286e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -11729506.000000 Penalty: 3720.316406
	Iteration 48Q: 3 clusters Score -1.172951e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -11730102.000000 Penalty: 3720.316406
	Iteration 49Q: 3 clusters Score -1.17301e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -11730378.000000 Penalty: 3720.316406
	Iteration 50Q: 3 clusters Score -1.173038e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -11730427.000000 Penalty: 3720.316406
	Iteration 51Q: 3 clusters Score -1.173043e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -11730587.000000 Penalty: 3720.316406
	Iteration 52Q: 3 clusters Score -1.173059e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -11730611.000000 Penalty: 3720.316406
	Iteration 53Q: 3 clusters Score -1.173061e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91628 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11730602.000000 Penalty: 3720.316406
	Iteration 54Q: 3 clusters Score -1.17306e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11730577.000000 Penalty: 3720.316406
	Iteration 55Q: 3 clusters Score -1.173058e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11730609.000000 Penalty: 3720.316406
	Iteration 56Q: 3 clusters Score -1.173061e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -11730641.000000 Penalty: 3720.316406
	Iteration 57Q: 3 clusters Score -1.173064e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92403 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11730638.000000 Penalty: 3720.316406
	Iteration 58Q: 3 clusters Score -1.173064e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11730627.000000 Penalty: 3720.316406
	Iteration 59Q: 3 clusters Score -1.173063e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11730616.000000 Penalty: 3720.316406
	Iteration 60F: 3 clusters Score -1.173062e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11730632.000000 Penalty: 3720.316406
	Iteration 61Q: 3 clusters Score -1.173063e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92741 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11730623.000000 Penalty: 3720.316406
	Iteration 62Q: 3 clusters Score -1.173062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11730636.000000 Penalty: 3720.316406
	Iteration 63Q: 3 clusters Score -1.173064e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92817 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11730629.000000 Penalty: 3720.316406
	Iteration 64Q: 3 clusters Score -1.173063e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11730630.000000 Penalty: 3720.316406
	Iteration 65Q: 3 clusters Score -1.173063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11730638.000000 Penalty: 3720.316406
	Iteration 66Q: 3 clusters Score -1.173064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11730629.000000 Penalty: 3720.316406
	Iteration 67Q: 3 clusters Score -1.173063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11730651.000000 Penalty: 3720.316406
	Iteration 68Q: 3 clusters Score -1.173065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92899 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11730651.000000 Penalty: 3720.316406
	Iteration 69Q: 3 clusters Score -1.173065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92908 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -11730661.000000 Penalty: 3720.316406
	Iteration 70Q: 3 clusters Score -1.173066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -11730640.000000 Penalty: 3720.316406
	Iteration 71Q: 3 clusters Score -1.173064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11730634.000000 Penalty: 3720.316406
	Iteration 72Q: 3 clusters Score -1.173063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11730639.000000 Penalty: 3720.316406
	Iteration 73Q: 3 clusters Score -1.173064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11730643.000000 Penalty: 3720.316406
	Iteration 74Q: 3 clusters Score -1.173064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11730641.000000 Penalty: 3720.316406
	Iteration 75Q: 3 clusters Score -1.173064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11730643.000000 Penalty: 3720.316406
	Iteration 76Q: 3 clusters Score -1.173064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92958 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11730625.000000 Penalty: 3720.316406
	Iteration 77Q: 3 clusters Score -1.173062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11730632.000000 Penalty: 3720.316406
	Iteration 78Q: 3 clusters Score -1.173063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11730631.000000 Penalty: 3720.316406
	Iteration 79Q: 3 clusters Score -1.173063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11730635.000000 Penalty: 3720.316406
	Iteration 80F: 3 clusters Score -1.173064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11730631.000000 Penalty: 3720.316406
	Iteration 81Q: 3 clusters Score -1.173063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11730635.000000 Penalty: 3720.316406
	Iteration 82Q: 3 clusters Score -1.173064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11730641.000000 Penalty: 3720.316406
	Iteration 83Q: 3 clusters Score -1.173064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -11730639.000000 Penalty: 3720.316406
	Iteration 84Q: 3 clusters Score -1.173064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11730638.000000 Penalty: 3720.316406
	Iteration 85Q: 3 clusters Score -1.173064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11730641.000000 Penalty: 3720.316406
	Iteration 86Q: 3 clusters Score -1.173064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -11730654.000000 Penalty: 3720.316406
	Iteration 87Q: 3 clusters Score -1.173065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11730649.000000 Penalty: 3720.316406
	Iteration 88Q: 3 clusters Score -1.173065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11730653.000000 Penalty: 3720.316406
	Iteration 89Q: 3 clusters Score -1.173065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11730668.000000 Penalty: 3720.316406
	Iteration 90Q: 3 clusters Score -1.173067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11730665.000000 Penalty: 3720.316406
	Iteration 91Q: 3 clusters Score -1.173066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11730651.000000 Penalty: 3720.316406
	Iteration 92Q: 3 clusters Score -1.173065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93005 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11730667.000000 Penalty: 3720.316406
	Iteration 93Q: 3 clusters Score -1.173067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11730676.000000 Penalty: 3720.316406
	Iteration 94Q: 3 clusters Score -1.173068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11730673.000000 Penalty: 3720.316406
	Iteration 95Q: 3 clusters Score -1.173067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93005 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11730670.000000 Penalty: 3720.316406
	Iteration 96Q: 3 clusters Score -1.173067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93005 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11730670.000000 Penalty: 3720.316406
	Iteration 97F: 3 clusters Score -1.173067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -40031.992188 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -40031.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39053.125000 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -39053.12 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39214.156250 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -39214.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39279.757812 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -39279.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39300.164062 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -39300.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39305.351562 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -39305.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39308.914062 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -39308.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39310.328125 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -39310.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39311.226562 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -39311.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39313.222656 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -39313.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39313.222656 Penalty: 1931.409912
	Iteration 9F: 3 clusters Score -39313.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Entering Unmasked Estep 
Score: -1608371.875000 Penalty: 1542.507935
	Iteration 0F: 2 clusters Score -1608372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1599236.875000 Penalty: 3085.015869
	Iteration 0F: 3 clusters Score -1599237 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1602368.750000 Penalty: 3085.015869
	Iteration 1F: 3 clusters Score -1602369 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1602702.875000 Penalty: 3085.015869
	Iteration 2F: 3 clusters Score -1602703 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1603037.000000 Penalty: 3085.015869
	Iteration 3F: 3 clusters Score -1603037 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1603413.375000 Penalty: 3085.015869
	Iteration 4F: 3 clusters Score -1603413 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1603861.750000 Penalty: 3085.015869
	Iteration 5F: 3 clusters Score -1603862 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1604398.750000 Penalty: 3085.015869
	Iteration 6F: 3 clusters Score -1604399 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1604963.000000 Penalty: 3085.015869
	Iteration 7F: 3 clusters Score -1604963 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1605443.500000 Penalty: 3085.015869
	Iteration 8F: 3 clusters Score -1605444 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1605762.125000 Penalty: 3085.015869
	Iteration 9Q: 3 clusters Score -1605762 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1605955.125000 Penalty: 3085.015869
	Iteration 10Q: 3 clusters Score -1605955 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1606069.375000 Penalty: 3085.015869
	Iteration 11Q: 3 clusters Score -1606069 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1606145.375000 Penalty: 3085.015869
	Iteration 12Q: 3 clusters Score -1606145 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1606213.500000 Penalty: 3085.015869
	Iteration 13Q: 3 clusters Score -1606214 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1606254.500000 Penalty: 3085.015869
	Iteration 14Q: 3 clusters Score -1606254 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1606298 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1606317.000000 Penalty: 3085.015869
	Iteration 16Q: 3 clusters Score -1606317 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1606339.500000 Penalty: 3085.015869
	Iteration 17Q: 3 clusters Score -1606340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1606354.375000 Penalty: 3085.015869
	Iteration 18Q: 3 clusters Score -1606354 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1606373.250000 Penalty: 3085.015869
	Iteration 19Q: 3 clusters Score -1606373 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1606380.500000 Penalty: 3085.015869
	Iteration 20F: 3 clusters Score -1606380 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1606403.750000 Penalty: 3085.015869
	Iteration 21Q: 3 clusters Score -1606404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1606428.250000 Penalty: 3085.015869
	Iteration 22Q: 3 clusters Score -1606428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1606441.375000 Penalty: 3085.015869
	Iteration 23Q: 3 clusters Score -1606441 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1606462.750000 Penalty: 3085.015869
	Iteration 24Q: 3 clusters Score -1606463 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1606486.250000 Penalty: 3085.015869
	Iteration 25Q: 3 clusters Score -1606486 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1606500.125000 Penalty: 3085.015869
	Iteration 26Q: 3 clusters Score -1606500 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1606526.750000 Penalty: 3085.015869
	Iteration 27Q: 3 clusters Score -1606527 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1606548.875000 Penalty: 3085.015869
	Iteration 28Q: 3 clusters Score -1606549 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1606567.750000 Penalty: 3085.015869
	Iteration 29Q: 3 clusters Score -1606568 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1606575.625000 Penalty: 3085.015869
	Iteration 30Q: 3 clusters Score -1606576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1606592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1606603.875000 Penalty: 3085.015869
	Iteration 32Q: 3 clusters Score -1606604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1606624.000000 Penalty: 3085.015869
	Iteration 33Q: 3 clusters Score -1606624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1606635 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1606642.875000 Penalty: 3085.015869
	Iteration 35Q: 3 clusters Score -1606643 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1606654.375000 Penalty: 3085.015869
	Iteration 36Q: 3 clusters Score -1606654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1606664.875000 Penalty: 3085.015869
	Iteration 37Q: 3 clusters Score -1606665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1606677.500000 Penalty: 3085.015869
	Iteration 38Q: 3 clusters Score -1606678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1606693.000000 Penalty: 3085.015869
	Iteration 39Q: 3 clusters Score -1606693 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1606709.250000 Penalty: 3085.015869
	Iteration 40F: 3 clusters Score -1606709 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1606715.000000 Penalty: 3085.015869
	Iteration 41Q: 3 clusters Score -1606715 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1606735 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1606742.875000 Penalty: 3085.015869
	Iteration 43Q: 3 clusters Score -1606743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1606750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1606763.500000 Penalty: 3085.015869
	Iteration 45Q: 3 clusters Score -1606764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1606775.625000 Penalty: 3085.015869
	Iteration 46Q: 3 clusters Score -1606776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1606783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1606789.375000 Penalty: 3085.015869
	Iteration 48Q: 3 clusters Score -1606789 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1606803.000000 Penalty: 3085.015869
	Iteration 49Q: 3 clusters Score -1606803 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1606807.875000 Penalty: 3085.015869
	Iteration 50Q: 3 clusters Score -1606808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1606816.625000 Penalty: 3085.015869
	Iteration 51Q: 3 clusters Score -1606817 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1606830.000000 Penalty: 3085.015869
	Iteration 52Q: 3 clusters Score -1606830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1606841.250000 Penalty: 3085.015869
	Iteration 53Q: 3 clusters Score -1606841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1606852.500000 Penalty: 3085.015869
	Iteration 54Q: 3 clusters Score -1606852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1606854.875000 Penalty: 3085.015869
	Iteration 55Q: 3 clusters Score -1606855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1606861.875000 Penalty: 3085.015869
	Iteration 56Q: 3 clusters Score -1606862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1606872.125000 Penalty: 3085.015869
	Iteration 57Q: 3 clusters Score -1606872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1606884.875000 Penalty: 3085.015869
	Iteration 58Q: 3 clusters Score -1606885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1606896.625000 Penalty: 3085.015869
	Iteration 59Q: 3 clusters Score -1606897 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1606909.250000 Penalty: 3085.015869
	Iteration 60F: 3 clusters Score -1606909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1606917.500000 Penalty: 3085.015869
	Iteration 61Q: 3 clusters Score -1606918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1606927.250000 Penalty: 3085.015869
	Iteration 62Q: 3 clusters Score -1606927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1606929.875000 Penalty: 3085.015869
	Iteration 63Q: 3 clusters Score -1606930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1606937.500000 Penalty: 3085.015869
	Iteration 64Q: 3 clusters Score -1606938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1606944.875000 Penalty: 3085.015869
	Iteration 65Q: 3 clusters Score -1606945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1606950.750000 Penalty: 3085.015869
	Iteration 66Q: 3 clusters Score -1606951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1606958.875000 Penalty: 3085.015869
	Iteration 67Q: 3 clusters Score -1606959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1606959.625000 Penalty: 3085.015869
	Iteration 68Q: 3 clusters Score -1606960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1606970.000000 Penalty: 3085.015869
	Iteration 69Q: 3 clusters Score -1606970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1606977.250000 Penalty: 3085.015869
	Iteration 70Q: 3 clusters Score -1606977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1606987.375000 Penalty: 3085.015869
	Iteration 71Q: 3 clusters Score -1606987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1606999.000000 Penalty: 3085.015869
	Iteration 72Q: 3 clusters Score -1606999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1607009.500000 Penalty: 3085.015869
	Iteration 73Q: 3 clusters Score -1607010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1607018.875000 Penalty: 3085.015869
	Iteration 74Q: 3 clusters Score -1607019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1607027.250000 Penalty: 3085.015869
	Iteration 75Q: 3 clusters Score -1607027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1607042.125000 Penalty: 3085.015869
	Iteration 76Q: 3 clusters Score -1607042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1607048.000000 Penalty: 3085.015869
	Iteration 77Q: 3 clusters Score -1607048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1607052.250000 Penalty: 3085.015869
	Iteration 78Q: 3 clusters Score -1607052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1607058.750000 Penalty: 3085.015869
	Iteration 79Q: 3 clusters Score -1607059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1607061.375000 Penalty: 3085.015869
	Iteration 80F: 3 clusters Score -1607061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1607065.250000 Penalty: 3085.015869
	Iteration 81Q: 3 clusters Score -1607065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1607073.500000 Penalty: 3085.015869
	Iteration 82Q: 3 clusters Score -1607074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1607078.750000 Penalty: 3085.015869
	Iteration 83Q: 3 clusters Score -1607079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1607083.125000 Penalty: 3085.015869
	Iteration 84Q: 3 clusters Score -1607083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1607094.625000 Penalty: 3085.015869
	Iteration 85Q: 3 clusters Score -1607095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1607104.500000 Penalty: 3085.015869
	Iteration 86Q: 3 clusters Score -1607104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1607114.000000 Penalty: 3085.015869
	Iteration 87Q: 3 clusters Score -1607114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1607119.000000 Penalty: 3085.015869
	Iteration 88Q: 3 clusters Score -1607119 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1607132.250000 Penalty: 3085.015869
	Iteration 89Q: 3 clusters Score -1607132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1607137.125000 Penalty: 3085.015869
	Iteration 90Q: 3 clusters Score -1607137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1607145.625000 Penalty: 3085.015869
	Iteration 91Q: 3 clusters Score -1607146 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1607150.750000 Penalty: 3085.015869
	Iteration 92Q: 3 clusters Score -1607151 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1607158.375000 Penalty: 3085.015869
	Iteration 93Q: 3 clusters Score -1607158 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1607160.750000 Penalty: 3085.015869
	Iteration 94Q: 3 clusters Score -1607161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1607167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1607172.375000 Penalty: 3085.015869
	Iteration 96Q: 3 clusters Score -1607172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1607177.000000 Penalty: 3085.015869
	Iteration 97Q: 3 clusters Score -1607177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1607183.000000 Penalty: 3085.015869
	Iteration 98Q: 3 clusters Score -1607183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1607188.625000 Penalty: 3085.015869
	Iteration 99Q: 3 clusters Score -1607189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1607191.875000 Penalty: 3085.015869
	Iteration 100F: 3 clusters Score -1607192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1607200.875000 Penalty: 3085.015869
	Iteration 101Q: 3 clusters Score -1607201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1607202.750000 Penalty: 3085.015869
	Iteration 102Q: 3 clusters Score -1607203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1607207.500000 Penalty: 3085.015869
	Iteration 103Q: 3 clusters Score -1607208 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1607217.375000 Penalty: 3085.015869
	Iteration 104Q: 3 clusters Score -1607217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1607215.250000 Penalty: 3085.015869
	Iteration 105Q: 3 clusters Score -1607215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1607216.000000 Penalty: 3085.015869
	Iteration 106Q: 3 clusters Score -1607216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1607217.500000 Penalty: 3085.015869
	Iteration 107Q: 3 clusters Score -1607218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1607224.250000 Penalty: 3085.015869
	Iteration 108Q: 3 clusters Score -1607224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1607226.750000 Penalty: 3085.015869
	Iteration 109Q: 3 clusters Score -1607227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1607229.375000 Penalty: 3085.015869
	Iteration 110Q: 3 clusters Score -1607229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1607235.375000 Penalty: 3085.015869
	Iteration 111Q: 3 clusters Score -1607235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1607237.125000 Penalty: 3085.015869
	Iteration 112Q: 3 clusters Score -1607237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1607242.000000 Penalty: 3085.015869
	Iteration 113Q: 3 clusters Score -1607242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1607242.125000 Penalty: 3085.015869
	Iteration 114Q: 3 clusters Score -1607242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1607245.625000 Penalty: 3085.015869
	Iteration 115Q: 3 clusters Score -1607246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1607249.250000 Penalty: 3085.015869
	Iteration 116Q: 3 clusters Score -1607249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1607249.250000 Penalty: 3085.015869
	Iteration 117Q: 3 clusters Score -1607249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1607252.000000 Penalty: 3085.015869
	Iteration 118Q: 3 clusters Score -1607252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1607256.000000 Penalty: 3085.015869
	Iteration 119Q: 3 clusters Score -1607256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1607258.250000 Penalty: 3085.015869
	Iteration 120F: 3 clusters Score -1607258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1607261.625000 Penalty: 3085.015869
	Iteration 121Q: 3 clusters Score -1607262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1607260.375000 Penalty: 3085.015869
	Iteration 122Q: 3 clusters Score -1607260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1607260.250000 Penalty: 3085.015869
	Iteration 123Q: 3 clusters Score -1607260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1607265.125000 Penalty: 3085.015869
	Iteration 124Q: 3 clusters Score -1607265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1607264.625000 Penalty: 3085.015869
	Iteration 125Q: 3 clusters Score -1607265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1607264.625000 Penalty: 3085.015869
	Iteration 126Q: 3 clusters Score -1607265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1607269.000000 Penalty: 3085.015869
	Iteration 127Q: 3 clusters Score -1607269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1607270.250000 Penalty: 3085.015869
	Iteration 128Q: 3 clusters Score -1607270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1607269.875000 Penalty: 3085.015869
	Iteration 129Q: 3 clusters Score -1607270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1607271.625000 Penalty: 3085.015869
	Iteration 130Q: 3 clusters Score -1607272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1607267.750000 Penalty: 3085.015869
	Iteration 131Q: 3 clusters Score -1607268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1607270.375000 Penalty: 3085.015869
	Iteration 132Q: 3 clusters Score -1607270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1607269.375000 Penalty: 3085.015869
	Iteration 133Q: 3 clusters Score -1607269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1607269.375000 Penalty: 3085.015869
	Iteration 134F: 3 clusters Score -1607269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Entering Unmasked Estep 
Score: -850471.312500 Penalty: 1437.882690
	Iteration 0F: 2 clusters Score -850471.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -845254.500000 Penalty: 2875.765381
	Iteration 0F: 3 clusters Score -845254.5 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -846855.187500 Penalty: 2875.765381
	Iteration 1F: 3 clusters Score -846855.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -847059.000000 Penalty: 2875.765381
	Iteration 2F: 3 clusters Score -847059 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -847196.687500 Penalty: 2875.765381
	Iteration 3Q: 3 clusters Score -847196.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -847310.437500 Penalty: 2875.765381
	Iteration 4Q: 3 clusters Score -847310.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -847409.875000 Penalty: 2875.765381
	Iteration 5Q: 3 clusters Score -847409.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -847488.750000 Penalty: 2875.765381
	Iteration 6Q: 3 clusters Score -847488.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -847553.500000 Penalty: 2875.765381
	Iteration 7Q: 3 clusters Score -847553.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -847624.062500 Penalty: 2875.765381
	Iteration 8Q: 3 clusters Score -847624.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -847698.062500 Penalty: 2875.765381
	Iteration 9Q: 3 clusters Score -847698.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -847765.937500 Penalty: 2875.765381
	Iteration 10Q: 3 clusters Score -847765.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -847829.375000 Penalty: 2875.765381
	Iteration 11Q: 3 clusters Score -847829.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -847895.375000 Penalty: 2875.765381
	Iteration 12Q: 3 clusters Score -847895.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -847954.687500 Penalty: 2875.765381
	Iteration 13Q: 3 clusters Score -847954.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -848003.125000 Penalty: 2875.765381
	Iteration 14Q: 3 clusters Score -848003.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -848061.875000 Penalty: 2875.765381
	Iteration 15Q: 3 clusters Score -848061.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -848106.750000 Penalty: 2875.765381
	Iteration 16Q: 3 clusters Score -848106.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -848151.312500 Penalty: 2875.765381
	Iteration 17Q: 3 clusters Score -848151.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -848186.875000 Penalty: 2875.765381
	Iteration 18Q: 3 clusters Score -848186.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -848217.625000 Penalty: 2875.765381
	Iteration 19Q: 3 clusters Score -848217.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -848251.375000 Penalty: 2875.765381
	Iteration 20F: 3 clusters Score -848251.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -848283.375000 Penalty: 2875.765381
	Iteration 21Q: 3 clusters Score -848283.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -848311.750000 Penalty: 2875.765381
	Iteration 22Q: 3 clusters Score -848311.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -848334.500000 Penalty: 2875.765381
	Iteration 23Q: 3 clusters Score -848334.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -848350.250000 Penalty: 2875.765381
	Iteration 24Q: 3 clusters Score -848350.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -848365.375000 Penalty: 2875.765381
	Iteration 25Q: 3 clusters Score -848365.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -848382.187500 Penalty: 2875.765381
	Iteration 26Q: 3 clusters Score -848382.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -848394.937500 Penalty: 2875.765381
	Iteration 27Q: 3 clusters Score -848394.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -848407.687500 Penalty: 2875.765381
	Iteration 28Q: 3 clusters Score -848407.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -848420.312500 Penalty: 2875.765381
	Iteration 29Q: 3 clusters Score -848420.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -848438.937500 Penalty: 2875.765381
	Iteration 30Q: 3 clusters Score -848438.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -848454.125000 Penalty: 2875.765381
	Iteration 31Q: 3 clusters Score -848454.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -848466.562500 Penalty: 2875.765381
	Iteration 32Q: 3 clusters Score -848466.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -848479.937500 Penalty: 2875.765381
	Iteration 33Q: 3 clusters Score -848479.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -848493.812500 Penalty: 2875.765381
	Iteration 34Q: 3 clusters Score -848493.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -848502.000000 Penalty: 2875.765381
	Iteration 35Q: 3 clusters Score -848502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -848510.187500 Penalty: 2875.765381
	Iteration 36Q: 3 clusters Score -848510.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -848519.812500 Penalty: 2875.765381
	Iteration 37Q: 3 clusters Score -848519.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -848524.062500 Penalty: 2875.765381
	Iteration 38Q: 3 clusters Score -848524.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -848533.500000 Penalty: 2875.765381
	Iteration 39Q: 3 clusters Score -848533.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -848541.500000 Penalty: 2875.765381
	Iteration 40F: 3 clusters Score -848541.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -848551.125000 Penalty: 2875.765381
	Iteration 41Q: 3 clusters Score -848551.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -848559.812500 Penalty: 2875.765381
	Iteration 42Q: 3 clusters Score -848559.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -848571.750000 Penalty: 2875.765381
	Iteration 43Q: 3 clusters Score -848571.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -848575.062500 Penalty: 2875.765381
	Iteration 44Q: 3 clusters Score -848575.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -848580.187500 Penalty: 2875.765381
	Iteration 45Q: 3 clusters Score -848580.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -848585.875000 Penalty: 2875.765381
	Iteration 46Q: 3 clusters Score -848585.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -848592.562500 Penalty: 2875.765381
	Iteration 47Q: 3 clusters Score -848592.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -848597.062500 Penalty: 2875.765381
	Iteration 48Q: 3 clusters Score -848597.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -848604.750000 Penalty: 2875.765381
	Iteration 49Q: 3 clusters Score -848604.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -848609.687500 Penalty: 2875.765381
	Iteration 50Q: 3 clusters Score -848609.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -848613.937500 Penalty: 2875.765381
	Iteration 51Q: 3 clusters Score -848613.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -848621.312500 Penalty: 2875.765381
	Iteration 52Q: 3 clusters Score -848621.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -848629.875000 Penalty: 2875.765381
	Iteration 53Q: 3 clusters Score -848629.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -848640.312500 Penalty: 2875.765381
	Iteration 54Q: 3 clusters Score -848640.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -848648.437500 Penalty: 2875.765381
	Iteration 55Q: 3 clusters Score -848648.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -848660.312500 Penalty: 2875.765381
	Iteration 56Q: 3 clusters Score -848660.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -848673.312500 Penalty: 2875.765381
	Iteration 57Q: 3 clusters Score -848673.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -848690.250000 Penalty: 2875.765381
	Iteration 58Q: 3 clusters Score -848690.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -848712.375000 Penalty: 2875.765381
	Iteration 59Q: 3 clusters Score -848712.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -848734.687500 Penalty: 2875.765381
	Iteration 60F: 3 clusters Score -848734.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -848751.437500 Penalty: 2875.765381
	Iteration 61Q: 3 clusters Score -848751.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -848774.187500 Penalty: 2875.765381
	Iteration 62Q: 3 clusters Score -848774.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -848799.437500 Penalty: 2875.765381
	Iteration 63Q: 3 clusters Score -848799.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -848825.500000 Penalty: 2875.765381
	Iteration 64Q: 3 clusters Score -848825.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -848858.437500 Penalty: 2875.765381
	Iteration 65Q: 3 clusters Score -848858.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -848890.687500 Penalty: 2875.765381
	Iteration 66Q: 3 clusters Score -848890.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -848918.687500 Penalty: 2875.765381
	Iteration 67Q: 3 clusters Score -848918.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -848941.000000 Penalty: 2875.765381
	Iteration 68Q: 3 clusters Score -848941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -848953.750000 Penalty: 2875.765381
	Iteration 69Q: 3 clusters Score -848953.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -848969.125000 Penalty: 2875.765381
	Iteration 70Q: 3 clusters Score -848969.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -848980.187500 Penalty: 2875.765381
	Iteration 71Q: 3 clusters Score -848980.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -848992.875000 Penalty: 2875.765381
	Iteration 72Q: 3 clusters Score -848992.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -849005.187500 Penalty: 2875.765381
	Iteration 73Q: 3 clusters Score -849005.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -849016.625000 Penalty: 2875.765381
	Iteration 74Q: 3 clusters Score -849016.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -849031.187500 Penalty: 2875.765381
	Iteration 75Q: 3 clusters Score -849031.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -849040.750000 Penalty: 2875.765381
	Iteration 76Q: 3 clusters Score -849040.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -849048.500000 Penalty: 2875.765381
	Iteration 77Q: 3 clusters Score -849048.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -849061.562500 Penalty: 2875.765381
	Iteration 78Q: 3 clusters Score -849061.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -849072.312500 Penalty: 2875.765381
	Iteration 79Q: 3 clusters Score -849072.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -849085.250000 Penalty: 2875.765381
	Iteration 80F: 3 clusters Score -849085.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -849097.500000 Penalty: 2875.765381
	Iteration 81Q: 3 clusters Score -849097.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -849105.687500 Penalty: 2875.765381
	Iteration 82Q: 3 clusters Score -849105.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -849114.062500 Penalty: 2875.765381
	Iteration 83Q: 3 clusters Score -849114.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -849124.375000 Penalty: 2875.765381
	Iteration 84Q: 3 clusters Score -849124.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -849134.312500 Penalty: 2875.765381
	Iteration 85Q: 3 clusters Score -849134.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -849143.250000 Penalty: 2875.765381
	Iteration 86Q: 3 clusters Score -849143.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -849150.375000 Penalty: 2875.765381
	Iteration 87Q: 3 clusters Score -849150.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -849153.812500 Penalty: 2875.765381
	Iteration 88Q: 3 clusters Score -849153.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -849158.750000 Penalty: 2875.765381
	Iteration 89Q: 3 clusters Score -849158.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -849166.562500 Penalty: 2875.765381
	Iteration 90Q: 3 clusters Score -849166.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -849171.937500 Penalty: 2875.765381
	Iteration 91Q: 3 clusters Score -849171.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -849176.687500 Penalty: 2875.765381
	Iteration 92Q: 3 clusters Score -849176.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -849177.812500 Penalty: 2875.765381
	Iteration 93Q: 3 clusters Score -849177.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -849182.687500 Penalty: 2875.765381
	Iteration 94Q: 3 clusters Score -849182.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -849183.687500 Penalty: 2875.765381
	Iteration 95Q: 3 clusters Score -849183.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -849183.750000 Penalty: 2875.765381
	Iteration 96Q: 3 clusters Score -849183.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -849185.625000 Penalty: 2875.765381
	Iteration 97Q: 3 clusters Score -849185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -849187.812500 Penalty: 2875.765381
	Iteration 98Q: 3 clusters Score -849187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -849189.250000 Penalty: 2875.765381
	Iteration 99Q: 3 clusters Score -849189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -849191.750000 Penalty: 2875.765381
	Iteration 100F: 3 clusters Score -849191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -849192.250000 Penalty: 2875.765381
	Iteration 101Q: 3 clusters Score -849192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -849193.625000 Penalty: 2875.765381
	Iteration 102Q: 3 clusters Score -849193.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -849199.312500 Penalty: 2875.765381
	Iteration 103Q: 3 clusters Score -849199.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -849205.000000 Penalty: 2875.765381
	Iteration 104Q: 3 clusters Score -849205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -849211.187500 Penalty: 2875.765381
	Iteration 105Q: 3 clusters Score -849211.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -849216.562500 Penalty: 2875.765381
	Iteration 106Q: 3 clusters Score -849216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -849224.250000 Penalty: 2875.765381
	Iteration 107Q: 3 clusters Score -849224.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -849227.750000 Penalty: 2875.765381
	Iteration 108Q: 3 clusters Score -849227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -849231.750000 Penalty: 2875.765381
	Iteration 109Q: 3 clusters Score -849231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -849234.125000 Penalty: 2875.765381
	Iteration 110Q: 3 clusters Score -849234.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -849239.250000 Penalty: 2875.765381
	Iteration 111Q: 3 clusters Score -849239.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -849241.875000 Penalty: 2875.765381
	Iteration 112Q: 3 clusters Score -849241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -849243.687500 Penalty: 2875.765381
	Iteration 113Q: 3 clusters Score -849243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -849243.500000 Penalty: 2875.765381
	Iteration 114Q: 3 clusters Score -849243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -849245.125000 Penalty: 2875.765381
	Iteration 115Q: 3 clusters Score -849245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -849248.812500 Penalty: 2875.765381
	Iteration 116Q: 3 clusters Score -849248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -849249.562500 Penalty: 2875.765381
	Iteration 117Q: 3 clusters Score -849249.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -849254.500000 Penalty: 2875.765381
	Iteration 118Q: 3 clusters Score -849254.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -849261.437500 Penalty: 2875.765381
	Iteration 119Q: 3 clusters Score -849261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -849263.687500 Penalty: 2875.765381
	Iteration 120F: 3 clusters Score -849263.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -849268.375000 Penalty: 2875.765381
	Iteration 121Q: 3 clusters Score -849268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -849269.250000 Penalty: 2875.765381
	Iteration 122Q: 3 clusters Score -849269.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -849270.625000 Penalty: 2875.765381
	Iteration 123Q: 3 clusters Score -849270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -849273.937500 Penalty: 2875.765381
	Iteration 124Q: 3 clusters Score -849273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -849275.437500 Penalty: 2875.765381
	Iteration 125Q: 3 clusters Score -849275.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -849280.375000 Penalty: 2875.765381
	Iteration 126Q: 3 clusters Score -849280.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -849285.625000 Penalty: 2875.765381
	Iteration 127Q: 3 clusters Score -849285.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -849290.312500 Penalty: 2875.765381
	Iteration 128Q: 3 clusters Score -849290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -849293.625000 Penalty: 2875.765381
	Iteration 129Q: 3 clusters Score -849293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -849299.312500 Penalty: 2875.765381
	Iteration 130Q: 3 clusters Score -849299.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -849301.125000 Penalty: 2875.765381
	Iteration 131Q: 3 clusters Score -849301.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -849303.750000 Penalty: 2875.765381
	Iteration 132Q: 3 clusters Score -849303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -849304.437500 Penalty: 2875.765381
	Iteration 133Q: 3 clusters Score -849304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -849306.875000 Penalty: 2875.765381
	Iteration 134Q: 3 clusters Score -849306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -849306.562500 Penalty: 2875.765381
	Iteration 135Q: 3 clusters Score -849306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -849307.625000 Penalty: 2875.765381
	Iteration 136Q: 3 clusters Score -849307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -849307.062500 Penalty: 2875.765381
	Iteration 137Q: 3 clusters Score -849307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -849307.062500 Penalty: 2875.765381
	Iteration 138Q: 3 clusters Score -849307.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -849307.062500 Penalty: 2875.765381
	Iteration 139F: 3 clusters Score -849307.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -402629.843750 Penalty: 1316.768555
	Iteration 0F: 2 clusters Score -402629.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -399743.875000 Penalty: 2633.537109
	Iteration 0F: 3 clusters Score -399743.9 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -400496.875000 Penalty: 2633.537109
	Iteration 1F: 3 clusters Score -400496.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -400608.468750 Penalty: 2633.537109
	Iteration 2F: 3 clusters Score -400608.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -400685.625000 Penalty: 2633.537109
	Iteration 3Q: 3 clusters Score -400685.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -400750.468750 Penalty: 2633.537109
	Iteration 4Q: 3 clusters Score -400750.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -400797.062500 Penalty: 2633.537109
	Iteration 5Q: 3 clusters Score -400797.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -400822.531250 Penalty: 2633.537109
	Iteration 6Q: 3 clusters Score -400822.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -400840.468750 Penalty: 2633.537109
	Iteration 7Q: 3 clusters Score -400840.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -400855.968750 Penalty: 2633.537109
	Iteration 8Q: 3 clusters Score -400856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -400867.156250 Penalty: 2633.537109
	Iteration 9Q: 3 clusters Score -400867.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -400876.812500 Penalty: 2633.537109
	Iteration 10Q: 3 clusters Score -400876.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -400890.781250 Penalty: 2633.537109
	Iteration 11Q: 3 clusters Score -400890.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -400901.781250 Penalty: 2633.537109
	Iteration 12Q: 3 clusters Score -400901.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -400913.125000 Penalty: 2633.537109
	Iteration 13Q: 3 clusters Score -400913.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -400921.375000 Penalty: 2633.537109
	Iteration 14Q: 3 clusters Score -400921.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -400932.531250 Penalty: 2633.537109
	Iteration 15Q: 3 clusters Score -400932.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -400940.843750 Penalty: 2633.537109
	Iteration 16Q: 3 clusters Score -400940.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -400950.750000 Penalty: 2633.537109
	Iteration 17Q: 3 clusters Score -400950.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -400963.906250 Penalty: 2633.537109
	Iteration 18Q: 3 clusters Score -400963.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -400979.312500 Penalty: 2633.537109
	Iteration 19Q: 3 clusters Score -400979.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -400991.906250 Penalty: 2633.537109
	Iteration 20F: 3 clusters Score -400991.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -401002.062500 Penalty: 2633.537109
	Iteration 21Q: 3 clusters Score -401002.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -401009.656250 Penalty: 2633.537109
	Iteration 22Q: 3 clusters Score -401009.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -401021.750000 Penalty: 2633.537109
	Iteration 23Q: 3 clusters Score -401021.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -401034.062500 Penalty: 2633.537109
	Iteration 24Q: 3 clusters Score -401034.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -401042.968750 Penalty: 2633.537109
	Iteration 25Q: 3 clusters Score -401043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -401049.531250 Penalty: 2633.537109
	Iteration 26Q: 3 clusters Score -401049.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -401060.093750 Penalty: 2633.537109
	Iteration 27Q: 3 clusters Score -401060.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -401071.437500 Penalty: 2633.537109
	Iteration 28Q: 3 clusters Score -401071.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -401078.656250 Penalty: 2633.537109
	Iteration 29Q: 3 clusters Score -401078.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -401083.187500 Penalty: 2633.537109
	Iteration 30Q: 3 clusters Score -401083.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -401091.093750 Penalty: 2633.537109
	Iteration 31Q: 3 clusters Score -401091.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -401094.656250 Penalty: 2633.537109
	Iteration 32Q: 3 clusters Score -401094.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -401098.625000 Penalty: 2633.537109
	Iteration 33Q: 3 clusters Score -401098.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -401104.906250 Penalty: 2633.537109
	Iteration 34Q: 3 clusters Score -401104.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -401110.281250 Penalty: 2633.537109
	Iteration 35Q: 3 clusters Score -401110.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -401116.187500 Penalty: 2633.537109
	Iteration 36Q: 3 clusters Score -401116.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -401124.437500 Penalty: 2633.537109
	Iteration 37Q: 3 clusters Score -401124.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -401130.281250 Penalty: 2633.537109
	Iteration 38Q: 3 clusters Score -401130.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -401135.000000 Penalty: 2633.537109
	Iteration 39Q: 3 clusters Score -401135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -401140.781250 Penalty: 2633.537109
	Iteration 40F: 3 clusters Score -401140.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -401149.000000 Penalty: 2633.537109
	Iteration 41Q: 3 clusters Score -401149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -401161.093750 Penalty: 2633.537109
	Iteration 42Q: 3 clusters Score -401161.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -401170.000000 Penalty: 2633.537109
	Iteration 43Q: 3 clusters Score -401170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -401179.406250 Penalty: 2633.537109
	Iteration 44Q: 3 clusters Score -401179.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -401187.750000 Penalty: 2633.537109
	Iteration 45Q: 3 clusters Score -401187.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -401196.125000 Penalty: 2633.537109
	Iteration 46Q: 3 clusters Score -401196.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -401203.437500 Penalty: 2633.537109
	Iteration 47Q: 3 clusters Score -401203.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -401210.406250 Penalty: 2633.537109
	Iteration 48Q: 3 clusters Score -401210.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -401217.156250 Penalty: 2633.537109
	Iteration 49Q: 3 clusters Score -401217.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -401227.468750 Penalty: 2633.537109
	Iteration 50Q: 3 clusters Score -401227.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -401239.406250 Penalty: 2633.537109
	Iteration 51Q: 3 clusters Score -401239.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -401249.000000 Penalty: 2633.537109
	Iteration 52Q: 3 clusters Score -401249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -401255.343750 Penalty: 2633.537109
	Iteration 53Q: 3 clusters Score -401255.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -401258.375000 Penalty: 2633.537109
	Iteration 54Q: 3 clusters Score -401258.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -401260.218750 Penalty: 2633.537109
	Iteration 55Q: 3 clusters Score -401260.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -401263.406250 Penalty: 2633.537109
	Iteration 56Q: 3 clusters Score -401263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -401265.968750 Penalty: 2633.537109
	Iteration 57Q: 3 clusters Score -401266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -401269.812500 Penalty: 2633.537109
	Iteration 58Q: 3 clusters Score -401269.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -401271.593750 Penalty: 2633.537109
	Iteration 59Q: 3 clusters Score -401271.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -401274.968750 Penalty: 2633.537109
	Iteration 60F: 3 clusters Score -401275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -401278.843750 Penalty: 2633.537109
	Iteration 61Q: 3 clusters Score -401278.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -401283.218750 Penalty: 2633.537109
	Iteration 62Q: 3 clusters Score -401283.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -401288.500000 Penalty: 2633.537109
	Iteration 63Q: 3 clusters Score -401288.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -401291.750000 Penalty: 2633.537109
	Iteration 64Q: 3 clusters Score -401291.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -401295.312500 Penalty: 2633.537109
	Iteration 65Q: 3 clusters Score -401295.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -401301.875000 Penalty: 2633.537109
	Iteration 66Q: 3 clusters Score -401301.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -401311.312500 Penalty: 2633.537109
	Iteration 67Q: 3 clusters Score -401311.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -401316.531250 Penalty: 2633.537109
	Iteration 68Q: 3 clusters Score -401316.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -401319.812500 Penalty: 2633.537109
	Iteration 69Q: 3 clusters Score -401319.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -401326.468750 Penalty: 2633.537109
	Iteration 70Q: 3 clusters Score -401326.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -401332.000000 Penalty: 2633.537109
	Iteration 71Q: 3 clusters Score -401332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -401336.937500 Penalty: 2633.537109
	Iteration 72Q: 3 clusters Score -401336.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -401343.750000 Penalty: 2633.537109
	Iteration 73Q: 3 clusters Score -401343.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -401346.937500 Penalty: 2633.537109
	Iteration 74Q: 3 clusters Score -401346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -401350.093750 Penalty: 2633.537109
	Iteration 75Q: 3 clusters Score -401350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -401351.500000 Penalty: 2633.537109
	Iteration 76Q: 3 clusters Score -401351.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -401352.750000 Penalty: 2633.537109
	Iteration 77Q: 3 clusters Score -401352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -401354.531250 Penalty: 2633.537109
	Iteration 78Q: 3 clusters Score -401354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -401355.781250 Penalty: 2633.537109
	Iteration 79Q: 3 clusters Score -401355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -401357.031250 Penalty: 2633.537109
	Iteration 80F: 3 clusters Score -401357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Entering Unmasked Estep 
Score: -599186.187500 Penalty: 1376.493774
	Iteration 0F: 2 clusters Score -599186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -595314.937500 Penalty: 2752.987549
	Iteration 0F: 3 clusters Score -595314.9 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -596324.625000 Penalty: 2752.987549
	Iteration 1F: 3 clusters Score -596324.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -596486.812500 Penalty: 2752.987549
	Iteration 2F: 3 clusters Score -596486.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -596597.937500 Penalty: 2752.987549
	Iteration 3Q: 3 clusters Score -596597.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -596672.312500 Penalty: 2752.987549
	Iteration 4Q: 3 clusters Score -596672.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -596731.250000 Penalty: 2752.987549
	Iteration 5Q: 3 clusters Score -596731.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -596770.500000 Penalty: 2752.987549
	Iteration 6Q: 3 clusters Score -596770.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -596806.562500 Penalty: 2752.987549
	Iteration 7Q: 3 clusters Score -596806.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -596842.125000 Penalty: 2752.987549
	Iteration 8Q: 3 clusters Score -596842.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -596875.125000 Penalty: 2752.987549
	Iteration 9Q: 3 clusters Score -596875.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -596909.687500 Penalty: 2752.987549
	Iteration 10Q: 3 clusters Score -596909.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -596944.750000 Penalty: 2752.987549
	Iteration 11Q: 3 clusters Score -596944.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -596974.375000 Penalty: 2752.987549
	Iteration 12Q: 3 clusters Score -596974.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -597009.437500 Penalty: 2752.987549
	Iteration 13Q: 3 clusters Score -597009.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -597058.250000 Penalty: 2752.987549
	Iteration 14Q: 3 clusters Score -597058.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -597128.875000 Penalty: 2752.987549
	Iteration 15Q: 3 clusters Score -597128.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -597214.875000 Penalty: 2752.987549
	Iteration 16Q: 3 clusters Score -597214.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -597290.437500 Penalty: 2752.987549
	Iteration 17Q: 3 clusters Score -597290.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -597366.625000 Penalty: 2752.987549
	Iteration 18Q: 3 clusters Score -597366.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -597433.500000 Penalty: 2752.987549
	Iteration 19Q: 3 clusters Score -597433.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -597503.937500 Penalty: 2752.987549
	Iteration 20F: 3 clusters Score -597503.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -597581.875000 Penalty: 2752.987549
	Iteration 21Q: 3 clusters Score -597581.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -597657.750000 Penalty: 2752.987549
	Iteration 22Q: 3 clusters Score -597657.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -597729.812500 Penalty: 2752.987549
	Iteration 23Q: 3 clusters Score -597729.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -597809.625000 Penalty: 2752.987549
	Iteration 24Q: 3 clusters Score -597809.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -597855.437500 Penalty: 2752.987549
	Iteration 25Q: 3 clusters Score -597855.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -597881.625000 Penalty: 2752.987549
	Iteration 26Q: 3 clusters Score -597881.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -597899.125000 Penalty: 2752.987549
	Iteration 27Q: 3 clusters Score -597899.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -597917.437500 Penalty: 2752.987549
	Iteration 28Q: 3 clusters Score -597917.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -597932.000000 Penalty: 2752.987549
	Iteration 29Q: 3 clusters Score -597932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -597948.062500 Penalty: 2752.987549
	Iteration 30Q: 3 clusters Score -597948.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -597958.062500 Penalty: 2752.987549
	Iteration 31Q: 3 clusters Score -597958.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -597963.437500 Penalty: 2752.987549
	Iteration 32Q: 3 clusters Score -597963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -597964.750000 Penalty: 2752.987549
	Iteration 33Q: 3 clusters Score -597964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -597966.500000 Penalty: 2752.987549
	Iteration 34Q: 3 clusters Score -597966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -597971.437500 Penalty: 2752.987549
	Iteration 35Q: 3 clusters Score -597971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -597976.437500 Penalty: 2752.987549
	Iteration 36Q: 3 clusters Score -597976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -597979.625000 Penalty: 2752.987549
	Iteration 37Q: 3 clusters Score -597979.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -597982.437500 Penalty: 2752.987549
	Iteration 38Q: 3 clusters Score -597982.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -597982.437500 Penalty: 2752.987549
	Iteration 39F: 3 clusters Score -597982.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48056.441406 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -48056.44 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: -47099.859375 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -47099.86 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47400.527344 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -47400.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47517.496094 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -47517.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47639.277344 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -47639.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47703.394531 Penalty: 2017.791748
	Iteration 4F: 3 clusters Score -47703.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47795.171875 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -47795.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -47978.312500 Penalty: 2017.791748
	Iteration 6F: 3 clusters Score -47978.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -48121.937500 Penalty: 2017.791748
	Iteration 7F: 3 clusters Score -48121.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48192.308594 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -48192.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48253.699219 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -48253.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48270.949219 Penalty: 2017.791748
	Iteration 10Q: 3 clusters Score -48270.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48270.949219 Penalty: 2017.791748
	Iteration 11F: 3 clusters Score -48270.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 81720 members 
Mstep: Class 3 contains 84163 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28574 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 93632 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 171 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95222 members 
Mstep: Class 21 contains 6461 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51089 members 
Mstep: Class 26 contains 88571 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94714 members 
Mstep: Class 35 contains 326 members 
Entering Unmasked Estep 
Score: -102235872.000000 Penalty: 77592.265625
Splitting cluster 14 changes total score from -102236864.000000 to -102235872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -620463.062500 Penalty: 1388.941895
	Iteration 0F: 2 clusters Score -620463.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -616348.375000 Penalty: 2777.883789
	Iteration 0F: 3 clusters Score -616348.4 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -617537.187500 Penalty: 2777.883789
	Iteration 1F: 3 clusters Score -617537.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -617761.875000 Penalty: 2777.883789
	Iteration 2F: 3 clusters Score -617761.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -617927.125000 Penalty: 2777.883789
	Iteration 3F: 3 clusters Score -617927.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -618080.125000 Penalty: 2777.883789
	Iteration 4Q: 3 clusters Score -618080.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -618239.687500 Penalty: 2777.883789
	Iteration 5Q: 3 clusters Score -618239.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -618363.062500 Penalty: 2777.883789
	Iteration 6Q: 3 clusters Score -618363.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -618488.625000 Penalty: 2777.883789
	Iteration 7Q: 3 clusters Score -618488.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -618621.562500 Penalty: 2777.883789
	Iteration 8Q: 3 clusters Score -618621.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -618737.500000 Penalty: 2777.883789
	Iteration 9Q: 3 clusters Score -618737.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -618862.875000 Penalty: 2777.883789
	Iteration 10Q: 3 clusters Score -618862.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -618944.187500 Penalty: 2777.883789
	Iteration 11Q: 3 clusters Score -618944.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -619011.125000 Penalty: 2777.883789
	Iteration 12Q: 3 clusters Score -619011.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -619068.000000 Penalty: 2777.883789
	Iteration 13Q: 3 clusters Score -619068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -619115.625000 Penalty: 2777.883789
	Iteration 14Q: 3 clusters Score -619115.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -619173.687500 Penalty: 2777.883789
	Iteration 15Q: 3 clusters Score -619173.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -619230.312500 Penalty: 2777.883789
	Iteration 16Q: 3 clusters Score -619230.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -619266.437500 Penalty: 2777.883789
	Iteration 17Q: 3 clusters Score -619266.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -619287.437500 Penalty: 2777.883789
	Iteration 18Q: 3 clusters Score -619287.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -619304.812500 Penalty: 2777.883789
	Iteration 19Q: 3 clusters Score -619304.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -619334.437500 Penalty: 2777.883789
	Iteration 20F: 3 clusters Score -619334.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -619352.812500 Penalty: 2777.883789
	Iteration 21Q: 3 clusters Score -619352.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -619368.250000 Penalty: 2777.883789
	Iteration 22Q: 3 clusters Score -619368.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -619391.000000 Penalty: 2777.883789
	Iteration 23Q: 3 clusters Score -619391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -619413.312500 Penalty: 2777.883789
	Iteration 24Q: 3 clusters Score -619413.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -619435.750000 Penalty: 2777.883789
	Iteration 25Q: 3 clusters Score -619435.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -619454.062500 Penalty: 2777.883789
	Iteration 26Q: 3 clusters Score -619454.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -619464.187500 Penalty: 2777.883789
	Iteration 27Q: 3 clusters Score -619464.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -619473.000000 Penalty: 2777.883789
	Iteration 28Q: 3 clusters Score -619473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -619480.875000 Penalty: 2777.883789
	Iteration 29Q: 3 clusters Score -619480.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -619495.125000 Penalty: 2777.883789
	Iteration 30Q: 3 clusters Score -619495.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -619509.750000 Penalty: 2777.883789
	Iteration 31Q: 3 clusters Score -619509.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -619524.312500 Penalty: 2777.883789
	Iteration 32Q: 3 clusters Score -619524.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -619534.437500 Penalty: 2777.883789
	Iteration 33Q: 3 clusters Score -619534.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -619539.875000 Penalty: 2777.883789
	Iteration 34Q: 3 clusters Score -619539.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -619546.437500 Penalty: 2777.883789
	Iteration 35Q: 3 clusters Score -619546.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -619550.750000 Penalty: 2777.883789
	Iteration 36Q: 3 clusters Score -619550.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -619556.312500 Penalty: 2777.883789
	Iteration 37Q: 3 clusters Score -619556.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -619558.687500 Penalty: 2777.883789
	Iteration 38Q: 3 clusters Score -619558.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -619564.562500 Penalty: 2777.883789
	Iteration 39Q: 3 clusters Score -619564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -619566.312500 Penalty: 2777.883789
	Iteration 40F: 3 clusters Score -619566.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -619568.187500 Penalty: 2777.883789
	Iteration 41Q: 3 clusters Score -619568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -619570.750000 Penalty: 2777.883789
	Iteration 42Q: 3 clusters Score -619570.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -619570.312500 Penalty: 2777.883789
	Iteration 43Q: 3 clusters Score -619570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -619570.625000 Penalty: 2777.883789
	Iteration 44Q: 3 clusters Score -619570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -619572.000000 Penalty: 2777.883789
	Iteration 45Q: 3 clusters Score -619572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -619573.000000 Penalty: 2777.883789
	Iteration 46Q: 3 clusters Score -619573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -619573.750000 Penalty: 2777.883789
	Iteration 47Q: 3 clusters Score -619573.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -619574.125000 Penalty: 2777.883789
	Iteration 48Q: 3 clusters Score -619574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -619576.562500 Penalty: 2777.883789
	Iteration 49Q: 3 clusters Score -619576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -619577.062500 Penalty: 2777.883789
	Iteration 50Q: 3 clusters Score -619577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -619577.125000 Penalty: 2777.883789
	Iteration 51Q: 3 clusters Score -619577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -619577.687500 Penalty: 2777.883789
	Iteration 52Q: 3 clusters Score -619577.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -619577.687500 Penalty: 2777.883789
	Iteration 53F: 3 clusters Score -619577.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30365.167969 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30365.17 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 188 members 
Entering Unmasked Estep 
Score: -29601.250000 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29601.25 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29960.490234 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -29960.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30175.417969 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -30175.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30457.869141 Penalty: 1925.383179
	Iteration 3F: 3 clusters Score -30457.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30625.052734 Penalty: 1925.383179
	Iteration 4F: 3 clusters Score -30625.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30650.113281 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30650.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30676.525391 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -30676.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30700.804688 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -30700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30719.720703 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -30719.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30740.769531 Penalty: 1925.383179
	Iteration 9Q: 3 clusters Score -30740.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30758.648438 Penalty: 1925.383179
	Iteration 10Q: 3 clusters Score -30758.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30762.703125 Penalty: 1925.383179
	Iteration 11Q: 3 clusters Score -30762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30762.703125 Penalty: 1925.383179
	Iteration 12F: 3 clusters Score -30762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 81720 members 
Mstep: Class 3 contains 84163 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28574 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 93632 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95222 members 
Mstep: Class 21 contains 6461 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51089 members 
Mstep: Class 26 contains 88571 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94714 members 
Mstep: Class 35 contains 149 members 
Entering Unmasked Estep 
Score: -102236024.000000 Penalty: 77592.265625
Splitting cluster 16 changes total score from -102236864.000000 to -102236024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -424163.156250 Penalty: 1333.702881
	Iteration 0F: 2 clusters Score -424163.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -421092.468750 Penalty: 2667.405762
	Iteration 0F: 3 clusters Score -421092.5 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -421963.031250 Penalty: 2667.405762
	Iteration 1F: 3 clusters Score -421963 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -422241.750000 Penalty: 2667.405762
	Iteration 2F: 3 clusters Score -422241.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -422459.593750 Penalty: 2667.405762
	Iteration 3F: 3 clusters Score -422459.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -422622.843750 Penalty: 2667.405762
	Iteration 4F: 3 clusters Score -422622.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -422746.718750 Penalty: 2667.405762
	Iteration 5F: 3 clusters Score -422746.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -422826.156250 Penalty: 2667.405762
	Iteration 6Q: 3 clusters Score -422826.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -422899.812500 Penalty: 2667.405762
	Iteration 7Q: 3 clusters Score -422899.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -422971.937500 Penalty: 2667.405762
	Iteration 8Q: 3 clusters Score -422971.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -423055.312500 Penalty: 2667.405762
	Iteration 9Q: 3 clusters Score -423055.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -423131.656250 Penalty: 2667.405762
	Iteration 10Q: 3 clusters Score -423131.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -423206.750000 Penalty: 2667.405762
	Iteration 11Q: 3 clusters Score -423206.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -423264.218750 Penalty: 2667.405762
	Iteration 12Q: 3 clusters Score -423264.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -423314.656250 Penalty: 2667.405762
	Iteration 13Q: 3 clusters Score -423314.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -423359.875000 Penalty: 2667.405762
	Iteration 14Q: 3 clusters Score -423359.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -423404.406250 Penalty: 2667.405762
	Iteration 15Q: 3 clusters Score -423404.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -423442.875000 Penalty: 2667.405762
	Iteration 16Q: 3 clusters Score -423442.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -423469.343750 Penalty: 2667.405762
	Iteration 17Q: 3 clusters Score -423469.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -423490.312500 Penalty: 2667.405762
	Iteration 18Q: 3 clusters Score -423490.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -423512.812500 Penalty: 2667.405762
	Iteration 19Q: 3 clusters Score -423512.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -423527.937500 Penalty: 2667.405762
	Iteration 20F: 3 clusters Score -423527.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -423536.875000 Penalty: 2667.405762
	Iteration 21Q: 3 clusters Score -423536.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -423546.593750 Penalty: 2667.405762
	Iteration 22Q: 3 clusters Score -423546.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -423554.562500 Penalty: 2667.405762
	Iteration 23Q: 3 clusters Score -423554.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -423560.468750 Penalty: 2667.405762
	Iteration 24Q: 3 clusters Score -423560.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -423564.875000 Penalty: 2667.405762
	Iteration 25Q: 3 clusters Score -423564.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -423570.406250 Penalty: 2667.405762
	Iteration 26Q: 3 clusters Score -423570.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -423576.312500 Penalty: 2667.405762
	Iteration 27Q: 3 clusters Score -423576.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -423580.312500 Penalty: 2667.405762
	Iteration 28Q: 3 clusters Score -423580.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -423583.093750 Penalty: 2667.405762
	Iteration 29Q: 3 clusters Score -423583.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -423585.375000 Penalty: 2667.405762
	Iteration 30Q: 3 clusters Score -423585.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -423588.062500 Penalty: 2667.405762
	Iteration 31Q: 3 clusters Score -423588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -423589.531250 Penalty: 2667.405762
	Iteration 32Q: 3 clusters Score -423589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -423590.468750 Penalty: 2667.405762
	Iteration 33Q: 3 clusters Score -423590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -423591.531250 Penalty: 2667.405762
	Iteration 34Q: 3 clusters Score -423591.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -423596.250000 Penalty: 2667.405762
	Iteration 35Q: 3 clusters Score -423596.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -423600.343750 Penalty: 2667.405762
	Iteration 36Q: 3 clusters Score -423600.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -423606.281250 Penalty: 2667.405762
	Iteration 37Q: 3 clusters Score -423606.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -423613.250000 Penalty: 2667.405762
	Iteration 38Q: 3 clusters Score -423613.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -423621.531250 Penalty: 2667.405762
	Iteration 39Q: 3 clusters Score -423621.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -423627.343750 Penalty: 2667.405762
	Iteration 40F: 3 clusters Score -423627.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -423633.156250 Penalty: 2667.405762
	Iteration 41Q: 3 clusters Score -423633.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -423639.500000 Penalty: 2667.405762
	Iteration 42Q: 3 clusters Score -423639.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -423645.250000 Penalty: 2667.405762
	Iteration 43Q: 3 clusters Score -423645.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -423649.250000 Penalty: 2667.405762
	Iteration 44Q: 3 clusters Score -423649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -423650.812500 Penalty: 2667.405762
	Iteration 45Q: 3 clusters Score -423650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -423651.781250 Penalty: 2667.405762
	Iteration 46Q: 3 clusters Score -423651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -423653.437500 Penalty: 2667.405762
	Iteration 47Q: 3 clusters Score -423653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -423654.906250 Penalty: 2667.405762
	Iteration 48Q: 3 clusters Score -423654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -423654.906250 Penalty: 2667.405762
	Iteration 49F: 3 clusters Score -423654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -385086.281250 Penalty: 1316.768555
	Iteration 0F: 2 clusters Score -385086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -382165.250000 Penalty: 2633.537109
	Iteration 0F: 3 clusters Score -382165.2 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -382884.500000 Penalty: 2633.537109
	Iteration 1F: 3 clusters Score -382884.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -383007.937500 Penalty: 2633.537109
	Iteration 2F: 3 clusters Score -383007.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -383072.093750 Penalty: 2633.537109
	Iteration 3Q: 3 clusters Score -383072.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -383122.468750 Penalty: 2633.537109
	Iteration 4Q: 3 clusters Score -383122.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -383183.312500 Penalty: 2633.537109
	Iteration 5Q: 3 clusters Score -383183.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -383254.812500 Penalty: 2633.537109
	Iteration 6Q: 3 clusters Score -383254.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -383307.406250 Penalty: 2633.537109
	Iteration 7Q: 3 clusters Score -383307.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -383353.343750 Penalty: 2633.537109
	Iteration 8Q: 3 clusters Score -383353.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -383391.812500 Penalty: 2633.537109
	Iteration 9Q: 3 clusters Score -383391.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -383414.562500 Penalty: 2633.537109
	Iteration 10Q: 3 clusters Score -383414.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -383439.281250 Penalty: 2633.537109
	Iteration 11Q: 3 clusters Score -383439.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -383461.125000 Penalty: 2633.537109
	Iteration 12Q: 3 clusters Score -383461.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -383478.562500 Penalty: 2633.537109
	Iteration 13Q: 3 clusters Score -383478.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -383494.656250 Penalty: 2633.537109
	Iteration 14Q: 3 clusters Score -383494.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -383514.625000 Penalty: 2633.537109
	Iteration 15Q: 3 clusters Score -383514.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -383537.250000 Penalty: 2633.537109
	Iteration 16Q: 3 clusters Score -383537.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -383564.656250 Penalty: 2633.537109
	Iteration 17Q: 3 clusters Score -383564.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -383597.062500 Penalty: 2633.537109
	Iteration 18Q: 3 clusters Score -383597.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -383626.125000 Penalty: 2633.537109
	Iteration 19Q: 3 clusters Score -383626.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -383659.875000 Penalty: 2633.537109
	Iteration 20F: 3 clusters Score -383659.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -383695.312500 Penalty: 2633.537109
	Iteration 21Q: 3 clusters Score -383695.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -383733.687500 Penalty: 2633.537109
	Iteration 22Q: 3 clusters Score -383733.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -383756.406250 Penalty: 2633.537109
	Iteration 23Q: 3 clusters Score -383756.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -383784.937500 Penalty: 2633.537109
	Iteration 24Q: 3 clusters Score -383784.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -383816.031250 Penalty: 2633.537109
	Iteration 25Q: 3 clusters Score -383816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -383841.312500 Penalty: 2633.537109
	Iteration 26Q: 3 clusters Score -383841.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -383861.406250 Penalty: 2633.537109
	Iteration 27Q: 3 clusters Score -383861.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -383883.812500 Penalty: 2633.537109
	Iteration 28Q: 3 clusters Score -383883.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -383911.781250 Penalty: 2633.537109
	Iteration 29Q: 3 clusters Score -383911.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -383932.781250 Penalty: 2633.537109
	Iteration 30Q: 3 clusters Score -383932.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -383952.937500 Penalty: 2633.537109
	Iteration 31Q: 3 clusters Score -383952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -383962.750000 Penalty: 2633.537109
	Iteration 32Q: 3 clusters Score -383962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -383969.843750 Penalty: 2633.537109
	Iteration 33Q: 3 clusters Score -383969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -383973.500000 Penalty: 2633.537109
	Iteration 34Q: 3 clusters Score -383973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -383977.093750 Penalty: 2633.537109
	Iteration 35Q: 3 clusters Score -383977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -383981.750000 Penalty: 2633.537109
	Iteration 36Q: 3 clusters Score -383981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -383983.687500 Penalty: 2633.537109
	Iteration 37Q: 3 clusters Score -383983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -383983.500000 Penalty: 2633.537109
	Iteration 38Q: 3 clusters Score -383983.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -383983.500000 Penalty: 2633.537109
	Iteration 39F: 3 clusters Score -383983.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Entering Unmasked Estep 
Score: -1205093.500000 Penalty: 1497.264282
	Iteration 0F: 2 clusters Score -1205094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1197975.750000 Penalty: 2994.528564
	Iteration 0F: 3 clusters Score -1197976 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1200381.750000 Penalty: 2994.528564
	Iteration 1F: 3 clusters Score -1200382 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1200964.750000 Penalty: 2994.528564
	Iteration 2F: 3 clusters Score -1200965 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1201595.750000 Penalty: 2994.528564
	Iteration 3F: 3 clusters Score -1201596 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1202250.625000 Penalty: 2994.528564
	Iteration 4F: 3 clusters Score -1202251 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1202889.125000 Penalty: 2994.528564
	Iteration 5F: 3 clusters Score -1202889 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1203382.000000 Penalty: 2994.528564
	Iteration 6F: 3 clusters Score -1203382 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1203727.375000 Penalty: 2994.528564
	Iteration 7Q: 3 clusters Score -1203727 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1203950.375000 Penalty: 2994.528564
	Iteration 8Q: 3 clusters Score -1203950 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1204075.000000 Penalty: 2994.528564
	Iteration 9Q: 3 clusters Score -1204075 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1204163.500000 Penalty: 2994.528564
	Iteration 10Q: 3 clusters Score -1204164 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1204230.500000 Penalty: 2994.528564
	Iteration 11Q: 3 clusters Score -1204230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1204266.000000 Penalty: 2994.528564
	Iteration 12Q: 3 clusters Score -1204266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1204283.250000 Penalty: 2994.528564
	Iteration 13Q: 3 clusters Score -1204283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1204297.625000 Penalty: 2994.528564
	Iteration 14Q: 3 clusters Score -1204298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1204306.500000 Penalty: 2994.528564
	Iteration 15Q: 3 clusters Score -1204306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1204316.750000 Penalty: 2994.528564
	Iteration 16Q: 3 clusters Score -1204317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1204322.750000 Penalty: 2994.528564
	Iteration 17Q: 3 clusters Score -1204323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1204328.125000 Penalty: 2994.528564
	Iteration 18Q: 3 clusters Score -1204328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1204331.750000 Penalty: 2994.528564
	Iteration 19Q: 3 clusters Score -1204332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1204339.500000 Penalty: 2994.528564
	Iteration 20F: 3 clusters Score -1204340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1204349.500000 Penalty: 2994.528564
	Iteration 21Q: 3 clusters Score -1204350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1204350.250000 Penalty: 2994.528564
	Iteration 22Q: 3 clusters Score -1204350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1204352.625000 Penalty: 2994.528564
	Iteration 23Q: 3 clusters Score -1204353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1204353.625000 Penalty: 2994.528564
	Iteration 24Q: 3 clusters Score -1204354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1204358.125000 Penalty: 2994.528564
	Iteration 25Q: 3 clusters Score -1204358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1204361.125000 Penalty: 2994.528564
	Iteration 26Q: 3 clusters Score -1204361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1204362.875000 Penalty: 2994.528564
	Iteration 27Q: 3 clusters Score -1204363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1204363.000000 Penalty: 2994.528564
	Iteration 28Q: 3 clusters Score -1204363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1204362.500000 Penalty: 2994.528564
	Iteration 29Q: 3 clusters Score -1204362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1204364.125000 Penalty: 2994.528564
	Iteration 30Q: 3 clusters Score -1204364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1204364.000000 Penalty: 2994.528564
	Iteration 31Q: 3 clusters Score -1204364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1204364.375000 Penalty: 2994.528564
	Iteration 32Q: 3 clusters Score -1204364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1204365.500000 Penalty: 2994.528564
	Iteration 33Q: 3 clusters Score -1204366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1204365.500000 Penalty: 2994.528564
	Iteration 34F: 3 clusters Score -1204366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Entering Unmasked Estep 
Score: -11745792.000000 Penalty: 1862.894531
	Iteration 0F: 2 clusters Score -1.174579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -11683270.000000 Penalty: 3725.789062
	Iteration 0F: 3 clusters Score -1.168327e+07 nChanged 45572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -11709364.000000 Penalty: 3725.789062
	Iteration 1F: 3 clusters Score -1.170936e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -11709939.000000 Penalty: 3725.789062
	Iteration 2Q: 3 clusters Score -1.170994e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -11710654.000000 Penalty: 3725.789062
	Iteration 3Q: 3 clusters Score -1.171065e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -11711574.000000 Penalty: 3725.789062
	Iteration 4Q: 3 clusters Score -1.171157e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -11712887.000000 Penalty: 3725.789062
	Iteration 5Q: 3 clusters Score -1.171289e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -11714934.000000 Penalty: 3725.789062
	Iteration 6Q: 3 clusters Score -1.171493e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -11718130.000000 Penalty: 3725.789062
	Iteration 7F: 3 clusters Score -1.171813e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -11722788.000000 Penalty: 3725.789062
	Iteration 8F: 3 clusters Score -1.172279e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -11727945.000000 Penalty: 3725.789062
	Iteration 9F: 3 clusters Score -1.172794e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -11731501.000000 Penalty: 3725.789062
	Iteration 10F: 3 clusters Score -1.17315e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -11733040.000000 Penalty: 3725.789062
	Iteration 11Q: 3 clusters Score -1.173304e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -11733797.000000 Penalty: 3725.789062
	Iteration 12Q: 3 clusters Score -1.17338e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -11734393.000000 Penalty: 3725.789062
	Iteration 13Q: 3 clusters Score -1.173439e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -11734943.000000 Penalty: 3725.789062
	Iteration 14Q: 3 clusters Score -1.173494e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -11735444.000000 Penalty: 3725.789062
	Iteration 15Q: 3 clusters Score -1.173544e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -11735799.000000 Penalty: 3725.789062
	Iteration 16Q: 3 clusters Score -1.17358e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -11736123.000000 Penalty: 3725.789062
	Iteration 17Q: 3 clusters Score -1.173612e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -11736450.000000 Penalty: 3725.789062
	Iteration 18Q: 3 clusters Score -1.173645e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -11736660.000000 Penalty: 3725.789062
	Iteration 19Q: 3 clusters Score -1.173666e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -11736869.000000 Penalty: 3725.789062
	Iteration 20F: 3 clusters Score -1.173687e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -11737016.000000 Penalty: 3725.789062
	Iteration 21Q: 3 clusters Score -1.173702e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -11737275.000000 Penalty: 3725.789062
	Iteration 22Q: 3 clusters Score -1.173728e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -11737505.000000 Penalty: 3725.789062
	Iteration 23Q: 3 clusters Score -1.17375e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -11737723.000000 Penalty: 3725.789062
	Iteration 24Q: 3 clusters Score -1.173772e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -11737954.000000 Penalty: 3725.789062
	Iteration 25Q: 3 clusters Score -1.173795e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69767 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -11738175.000000 Penalty: 3725.789062
	Iteration 26Q: 3 clusters Score -1.173818e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -11738397.000000 Penalty: 3725.789062
	Iteration 27Q: 3 clusters Score -1.17384e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -11738623.000000 Penalty: 3725.789062
	Iteration 28Q: 3 clusters Score -1.173862e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -11738798.000000 Penalty: 3725.789062
	Iteration 29Q: 3 clusters Score -1.17388e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -11738945.000000 Penalty: 3725.789062
	Iteration 30Q: 3 clusters Score -1.173894e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -11739191.000000 Penalty: 3725.789062
	Iteration 31Q: 3 clusters Score -1.173919e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -11739441.000000 Penalty: 3725.789062
	Iteration 32Q: 3 clusters Score -1.173944e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -11739673.000000 Penalty: 3725.789062
	Iteration 33Q: 3 clusters Score -1.173967e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -11739963.000000 Penalty: 3725.789062
	Iteration 34Q: 3 clusters Score -1.173996e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -11740172.000000 Penalty: 3725.789062
	Iteration 35Q: 3 clusters Score -1.174017e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -11740415.000000 Penalty: 3725.789062
	Iteration 36Q: 3 clusters Score -1.174042e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -11740640.000000 Penalty: 3725.789062
	Iteration 37Q: 3 clusters Score -1.174064e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -11740931.000000 Penalty: 3725.789062
	Iteration 38Q: 3 clusters Score -1.174093e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82645 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -11741207.000000 Penalty: 3725.789062
	Iteration 39Q: 3 clusters Score -1.174121e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -11741516.000000 Penalty: 3725.789062
	Iteration 40F: 3 clusters Score -1.174152e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -11741878.000000 Penalty: 3725.789062
	Iteration 41Q: 3 clusters Score -1.174188e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -11742152.000000 Penalty: 3725.789062
	Iteration 42Q: 3 clusters Score -1.174215e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -11742377.000000 Penalty: 3725.789062
	Iteration 43Q: 3 clusters Score -1.174238e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -11742609.000000 Penalty: 3725.789062
	Iteration 44Q: 3 clusters Score -1.174261e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -11742911.000000 Penalty: 3725.789062
	Iteration 45Q: 3 clusters Score -1.174291e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -11743126.000000 Penalty: 3725.789062
	Iteration 46Q: 3 clusters Score -1.174313e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -11743359.000000 Penalty: 3725.789062
	Iteration 47Q: 3 clusters Score -1.174336e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -11743595.000000 Penalty: 3725.789062
	Iteration 48Q: 3 clusters Score -1.17436e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -11743759.000000 Penalty: 3725.789062
	Iteration 49Q: 3 clusters Score -1.174376e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -11743850.000000 Penalty: 3725.789062
	Iteration 50Q: 3 clusters Score -1.174385e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -11743955.000000 Penalty: 3725.789062
	Iteration 51Q: 3 clusters Score -1.174396e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -11744029.000000 Penalty: 3725.789062
	Iteration 52Q: 3 clusters Score -1.174403e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -11744086.000000 Penalty: 3725.789062
	Iteration 53Q: 3 clusters Score -1.174409e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -11744134.000000 Penalty: 3725.789062
	Iteration 54Q: 3 clusters Score -1.174413e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -11744145.000000 Penalty: 3725.789062
	Iteration 55Q: 3 clusters Score -1.174414e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -11744186.000000 Penalty: 3725.789062
	Iteration 56Q: 3 clusters Score -1.174419e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -11744241.000000 Penalty: 3725.789062
	Iteration 57Q: 3 clusters Score -1.174424e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11744271.000000 Penalty: 3725.789062
	Iteration 58Q: 3 clusters Score -1.174427e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11744270.000000 Penalty: 3725.789062
	Iteration 59Q: 3 clusters Score -1.174427e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11744295.000000 Penalty: 3725.789062
	Iteration 60F: 3 clusters Score -1.17443e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11744327.000000 Penalty: 3725.789062
	Iteration 61Q: 3 clusters Score -1.174433e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11744320.000000 Penalty: 3725.789062
	Iteration 62Q: 3 clusters Score -1.174432e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93810 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11744339.000000 Penalty: 3725.789062
	Iteration 63Q: 3 clusters Score -1.174434e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11744345.000000 Penalty: 3725.789062
	Iteration 64Q: 3 clusters Score -1.174434e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -11744361.000000 Penalty: 3725.789062
	Iteration 65Q: 3 clusters Score -1.174436e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93911 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11744369.000000 Penalty: 3725.789062
	Iteration 66Q: 3 clusters Score -1.174437e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11744361.000000 Penalty: 3725.789062
	Iteration 67Q: 3 clusters Score -1.174436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -11744372.000000 Penalty: 3725.789062
	Iteration 68Q: 3 clusters Score -1.174437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93962 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11744378.000000 Penalty: 3725.789062
	Iteration 69Q: 3 clusters Score -1.174438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11744383.000000 Penalty: 3725.789062
	Iteration 70Q: 3 clusters Score -1.174438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11744394.000000 Penalty: 3725.789062
	Iteration 71Q: 3 clusters Score -1.174439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -11744404.000000 Penalty: 3725.789062
	Iteration 72Q: 3 clusters Score -1.17444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11744404.000000 Penalty: 3725.789062
	Iteration 73Q: 3 clusters Score -1.17444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94000 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11744403.000000 Penalty: 3725.789062
	Iteration 74Q: 3 clusters Score -1.17444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11744407.000000 Penalty: 3725.789062
	Iteration 75Q: 3 clusters Score -1.174441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11744404.000000 Penalty: 3725.789062
	Iteration 76Q: 3 clusters Score -1.17444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -11744398.000000 Penalty: 3725.789062
	Iteration 77Q: 3 clusters Score -1.17444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94036 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11744403.000000 Penalty: 3725.789062
	Iteration 78Q: 3 clusters Score -1.17444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94050 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11744395.000000 Penalty: 3725.789062
	Iteration 79Q: 3 clusters Score -1.17444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94068 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11744407.000000 Penalty: 3725.789062
	Iteration 80F: 3 clusters Score -1.174441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -11744420.000000 Penalty: 3725.789062
	Iteration 81Q: 3 clusters Score -1.174442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -11744419.000000 Penalty: 3725.789062
	Iteration 82Q: 3 clusters Score -1.174442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11744408.000000 Penalty: 3725.789062
	Iteration 83Q: 3 clusters Score -1.174441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11744416.000000 Penalty: 3725.789062
	Iteration 84Q: 3 clusters Score -1.174442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11744412.000000 Penalty: 3725.789062
	Iteration 85Q: 3 clusters Score -1.174441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -11744419.000000 Penalty: 3725.789062
	Iteration 86Q: 3 clusters Score -1.174442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11744426.000000 Penalty: 3725.789062
	Iteration 87Q: 3 clusters Score -1.174443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11744431.000000 Penalty: 3725.789062
	Iteration 88Q: 3 clusters Score -1.174443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94148 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11744431.000000 Penalty: 3725.789062
	Iteration 89Q: 3 clusters Score -1.174443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11744427.000000 Penalty: 3725.789062
	Iteration 90Q: 3 clusters Score -1.174443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11744443.000000 Penalty: 3725.789062
	Iteration 91Q: 3 clusters Score -1.174444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -11744426.000000 Penalty: 3725.789062
	Iteration 92Q: 3 clusters Score -1.174443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -11744427.000000 Penalty: 3725.789062
	Iteration 93Q: 3 clusters Score -1.174443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -11744428.000000 Penalty: 3725.789062
	Iteration 94Q: 3 clusters Score -1.174443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -11744428.000000 Penalty: 3725.789062
	Iteration 95F: 3 clusters Score -1.174443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Entering Unmasked Estep 
Score: -797105.250000 Penalty: 1425.700195
	Iteration 0F: 2 clusters Score -797105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -792222.062500 Penalty: 2851.400391
	Iteration 0F: 3 clusters Score -792222.1 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -793555.562500 Penalty: 2851.400391
	Iteration 1F: 3 clusters Score -793555.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -793747.500000 Penalty: 2851.400391
	Iteration 2F: 3 clusters Score -793747.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -793881.500000 Penalty: 2851.400391
	Iteration 3Q: 3 clusters Score -793881.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -793982.437500 Penalty: 2851.400391
	Iteration 4Q: 3 clusters Score -793982.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -794068.250000 Penalty: 2851.400391
	Iteration 5Q: 3 clusters Score -794068.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -794157.375000 Penalty: 2851.400391
	Iteration 6Q: 3 clusters Score -794157.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -794253.375000 Penalty: 2851.400391
	Iteration 7Q: 3 clusters Score -794253.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -794348.562500 Penalty: 2851.400391
	Iteration 8Q: 3 clusters Score -794348.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -794481.375000 Penalty: 2851.400391
	Iteration 9Q: 3 clusters Score -794481.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -794636.187500 Penalty: 2851.400391
	Iteration 10Q: 3 clusters Score -794636.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -794827.875000 Penalty: 2851.400391
	Iteration 11Q: 3 clusters Score -794827.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -795008.437500 Penalty: 2851.400391
	Iteration 12Q: 3 clusters Score -795008.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -795172.937500 Penalty: 2851.400391
	Iteration 13Q: 3 clusters Score -795172.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -795315.312500 Penalty: 2851.400391
	Iteration 14Q: 3 clusters Score -795315.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -795441.187500 Penalty: 2851.400391
	Iteration 15Q: 3 clusters Score -795441.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -795567.187500 Penalty: 2851.400391
	Iteration 16Q: 3 clusters Score -795567.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -795690.312500 Penalty: 2851.400391
	Iteration 17Q: 3 clusters Score -795690.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -795775.750000 Penalty: 2851.400391
	Iteration 18Q: 3 clusters Score -795775.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -795834.562500 Penalty: 2851.400391
	Iteration 19Q: 3 clusters Score -795834.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -795878.687500 Penalty: 2851.400391
	Iteration 20F: 3 clusters Score -795878.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -795908.687500 Penalty: 2851.400391
	Iteration 21Q: 3 clusters Score -795908.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -795928.437500 Penalty: 2851.400391
	Iteration 22Q: 3 clusters Score -795928.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -795939.062500 Penalty: 2851.400391
	Iteration 23Q: 3 clusters Score -795939.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -795951.000000 Penalty: 2851.400391
	Iteration 24Q: 3 clusters Score -795951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -795957.625000 Penalty: 2851.400391
	Iteration 25Q: 3 clusters Score -795957.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -795962.562500 Penalty: 2851.400391
	Iteration 26Q: 3 clusters Score -795962.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -795967.187500 Penalty: 2851.400391
	Iteration 27Q: 3 clusters Score -795967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -795969.750000 Penalty: 2851.400391
	Iteration 28Q: 3 clusters Score -795969.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -795971.312500 Penalty: 2851.400391
	Iteration 29Q: 3 clusters Score -795971.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -795971.937500 Penalty: 2851.400391
	Iteration 30Q: 3 clusters Score -795971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -795972.812500 Penalty: 2851.400391
	Iteration 31Q: 3 clusters Score -795972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -795972.500000 Penalty: 2851.400391
	Iteration 32Q: 3 clusters Score -795972.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -795972.562500 Penalty: 2851.400391
	Iteration 33Q: 3 clusters Score -795972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -795972.937500 Penalty: 2851.400391
	Iteration 34Q: 3 clusters Score -795972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -795972.937500 Penalty: 2851.400391
	Iteration 35F: 3 clusters Score -795972.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -344292.562500 Penalty: 1298.248535
	Iteration 0F: 2 clusters Score -344292.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -341600.375000 Penalty: 2596.497070
	Iteration 0F: 3 clusters Score -341600.4 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -342345.906250 Penalty: 2596.497070
	Iteration 1F: 3 clusters Score -342345.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -342560.125000 Penalty: 2596.497070
	Iteration 2F: 3 clusters Score -342560.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -342698.750000 Penalty: 2596.497070
	Iteration 3F: 3 clusters Score -342698.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -342806.218750 Penalty: 2596.497070
	Iteration 4Q: 3 clusters Score -342806.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -342881.468750 Penalty: 2596.497070
	Iteration 5Q: 3 clusters Score -342881.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -342935.093750 Penalty: 2596.497070
	Iteration 6Q: 3 clusters Score -342935.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -342989.000000 Penalty: 2596.497070
	Iteration 7Q: 3 clusters Score -342989 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -343044.437500 Penalty: 2596.497070
	Iteration 8Q: 3 clusters Score -343044.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -343090.343750 Penalty: 2596.497070
	Iteration 9Q: 3 clusters Score -343090.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -343141.625000 Penalty: 2596.497070
	Iteration 10Q: 3 clusters Score -343141.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -343181.937500 Penalty: 2596.497070
	Iteration 11Q: 3 clusters Score -343181.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -343221.500000 Penalty: 2596.497070
	Iteration 12Q: 3 clusters Score -343221.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -343259.437500 Penalty: 2596.497070
	Iteration 13Q: 3 clusters Score -343259.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -343297.000000 Penalty: 2596.497070
	Iteration 14Q: 3 clusters Score -343297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -343342.875000 Penalty: 2596.497070
	Iteration 15Q: 3 clusters Score -343342.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -343388.625000 Penalty: 2596.497070
	Iteration 16Q: 3 clusters Score -343388.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -343427.281250 Penalty: 2596.497070
	Iteration 17Q: 3 clusters Score -343427.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -343473.093750 Penalty: 2596.497070
	Iteration 18Q: 3 clusters Score -343473.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -343506.156250 Penalty: 2596.497070
	Iteration 19Q: 3 clusters Score -343506.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -343537.781250 Penalty: 2596.497070
	Iteration 20F: 3 clusters Score -343537.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -343571.062500 Penalty: 2596.497070
	Iteration 21Q: 3 clusters Score -343571.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -343600.750000 Penalty: 2596.497070
	Iteration 22Q: 3 clusters Score -343600.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -343636.062500 Penalty: 2596.497070
	Iteration 23Q: 3 clusters Score -343636.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -343667.625000 Penalty: 2596.497070
	Iteration 24Q: 3 clusters Score -343667.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -343686.156250 Penalty: 2596.497070
	Iteration 25Q: 3 clusters Score -343686.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -343696.343750 Penalty: 2596.497070
	Iteration 26Q: 3 clusters Score -343696.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -343702.718750 Penalty: 2596.497070
	Iteration 27Q: 3 clusters Score -343702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -343709.281250 Penalty: 2596.497070
	Iteration 28Q: 3 clusters Score -343709.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -343713.343750 Penalty: 2596.497070
	Iteration 29Q: 3 clusters Score -343713.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -343716.406250 Penalty: 2596.497070
	Iteration 30Q: 3 clusters Score -343716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -343716.875000 Penalty: 2596.497070
	Iteration 31Q: 3 clusters Score -343716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -343718.843750 Penalty: 2596.497070
	Iteration 32Q: 3 clusters Score -343718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -343719.875000 Penalty: 2596.497070
	Iteration 33Q: 3 clusters Score -343719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -343720.500000 Penalty: 2596.497070
	Iteration 34Q: 3 clusters Score -343720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -343721.437500 Penalty: 2596.497070
	Iteration 35Q: 3 clusters Score -343721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -343721.781250 Penalty: 2596.497070
	Iteration 36Q: 3 clusters Score -343721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -343721.968750 Penalty: 2596.497070
	Iteration 37Q: 3 clusters Score -343722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -343721.968750 Penalty: 2596.497070
	Iteration 38F: 3 clusters Score -343722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -192585.234375 Penalty: 1212.423096
	Iteration 0F: 2 clusters Score -192585.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -190660.781250 Penalty: 2424.846191
	Iteration 0F: 3 clusters Score -190660.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -191092.125000 Penalty: 2424.846191
	Iteration 1F: 3 clusters Score -191092.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -191272.640625 Penalty: 2424.846191
	Iteration 2F: 3 clusters Score -191272.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -191426.171875 Penalty: 2424.846191
	Iteration 3F: 3 clusters Score -191426.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -191572.578125 Penalty: 2424.846191
	Iteration 4F: 3 clusters Score -191572.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -191687.765625 Penalty: 2424.846191
	Iteration 5F: 3 clusters Score -191687.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -191776.156250 Penalty: 2424.846191
	Iteration 6Q: 3 clusters Score -191776.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -191844.515625 Penalty: 2424.846191
	Iteration 7Q: 3 clusters Score -191844.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -191892.343750 Penalty: 2424.846191
	Iteration 8Q: 3 clusters Score -191892.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -191937.250000 Penalty: 2424.846191
	Iteration 9Q: 3 clusters Score -191937.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -191974.328125 Penalty: 2424.846191
	Iteration 10Q: 3 clusters Score -191974.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -192007.718750 Penalty: 2424.846191
	Iteration 11Q: 3 clusters Score -192007.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -192021.265625 Penalty: 2424.846191
	Iteration 12Q: 3 clusters Score -192021.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -192036.437500 Penalty: 2424.846191
	Iteration 13Q: 3 clusters Score -192036.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -192052.203125 Penalty: 2424.846191
	Iteration 14Q: 3 clusters Score -192052.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192059.796875 Penalty: 2424.846191
	Iteration 15Q: 3 clusters Score -192059.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -192061.859375 Penalty: 2424.846191
	Iteration 16Q: 3 clusters Score -192061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -192064.812500 Penalty: 2424.846191
	Iteration 17Q: 3 clusters Score -192064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -192068.328125 Penalty: 2424.846191
	Iteration 18Q: 3 clusters Score -192068.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192069.953125 Penalty: 2424.846191
	Iteration 19Q: 3 clusters Score -192070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192069.953125 Penalty: 2424.846191
	Iteration 20F: 3 clusters Score -192070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Entering Unmasked Estep 
Score: -6156838.500000 Penalty: 1752.737427
	Iteration 0F: 2 clusters Score -6156838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -6125266.500000 Penalty: 3505.474854
	Iteration 0F: 3 clusters Score -6125266 nChanged 22603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -6138164.000000 Penalty: 3505.474854
	Iteration 1F: 3 clusters Score -6138164 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6138725.000000 Penalty: 3505.474854
	Iteration 2Q: 3 clusters Score -6138725 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -6139408.500000 Penalty: 3505.474854
	Iteration 3Q: 3 clusters Score -6139408 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -6140314.000000 Penalty: 3505.474854
	Iteration 4Q: 3 clusters Score -6140314 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -6141458.000000 Penalty: 3505.474854
	Iteration 5Q: 3 clusters Score -6141458 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -6142919.500000 Penalty: 3505.474854
	Iteration 6F: 3 clusters Score -6142920 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -6144852.000000 Penalty: 3505.474854
	Iteration 7F: 3 clusters Score -6144852 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -6147176.000000 Penalty: 3505.474854
	Iteration 8F: 3 clusters Score -6147176 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -6149093.000000 Penalty: 3505.474854
	Iteration 9F: 3 clusters Score -6149093 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -6150093.500000 Penalty: 3505.474854
	Iteration 10Q: 3 clusters Score -6150094 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -6150704.000000 Penalty: 3505.474854
	Iteration 11Q: 3 clusters Score -6150704 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -6151127.000000 Penalty: 3505.474854
	Iteration 12Q: 3 clusters Score -6151127 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -6151526.000000 Penalty: 3505.474854
	Iteration 13Q: 3 clusters Score -6151526 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -6151931.500000 Penalty: 3505.474854
	Iteration 14Q: 3 clusters Score -6151932 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -6152406.000000 Penalty: 3505.474854
	Iteration 15Q: 3 clusters Score -6152406 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -6152786.000000 Penalty: 3505.474854
	Iteration 16Q: 3 clusters Score -6152786 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -6153226.500000 Penalty: 3505.474854
	Iteration 17Q: 3 clusters Score -6153226 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -6153606.500000 Penalty: 3505.474854
	Iteration 18Q: 3 clusters Score -6153606 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -6153991.000000 Penalty: 3505.474854
	Iteration 19Q: 3 clusters Score -6153991 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -6154307.500000 Penalty: 3505.474854
	Iteration 20F: 3 clusters Score -6154308 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -6154607.500000 Penalty: 3505.474854
	Iteration 21Q: 3 clusters Score -6154608 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -6154887.000000 Penalty: 3505.474854
	Iteration 22Q: 3 clusters Score -6154887 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -6155086.000000 Penalty: 3505.474854
	Iteration 23Q: 3 clusters Score -6155086 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -6155244.500000 Penalty: 3505.474854
	Iteration 24Q: 3 clusters Score -6155244 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -6155315.500000 Penalty: 3505.474854
	Iteration 25Q: 3 clusters Score -6155316 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -6155420.000000 Penalty: 3505.474854
	Iteration 26Q: 3 clusters Score -6155420 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -6155500.500000 Penalty: 3505.474854
	Iteration 27Q: 3 clusters Score -6155500 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -6155555.000000 Penalty: 3505.474854
	Iteration 28Q: 3 clusters Score -6155555 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -6155604.000000 Penalty: 3505.474854
	Iteration 29Q: 3 clusters Score -6155604 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6155673.500000 Penalty: 3505.474854
	Iteration 30Q: 3 clusters Score -6155674 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6155745.000000 Penalty: 3505.474854
	Iteration 31Q: 3 clusters Score -6155745 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6155777.500000 Penalty: 3505.474854
	Iteration 32Q: 3 clusters Score -6155778 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6155766.000000 Penalty: 3505.474854
	Iteration 33Q: 3 clusters Score -6155766 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6155773.500000 Penalty: 3505.474854
	Iteration 34Q: 3 clusters Score -6155774 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6155764.500000 Penalty: 3505.474854
	Iteration 35Q: 3 clusters Score -6155764 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6155764.500000 Penalty: 3505.474854
	Iteration 36Q: 3 clusters Score -6155764 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6155737.500000 Penalty: 3505.474854
	Iteration 37Q: 3 clusters Score -6155738 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6155724.000000 Penalty: 3505.474854
	Iteration 38Q: 3 clusters Score -6155724 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6155723.500000 Penalty: 3505.474854
	Iteration 39Q: 3 clusters Score -6155724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6155735.500000 Penalty: 3505.474854
	Iteration 40F: 3 clusters Score -6155736 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6155738.500000 Penalty: 3505.474854
	Iteration 41Q: 3 clusters Score -6155738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6155743.500000 Penalty: 3505.474854
	Iteration 42Q: 3 clusters Score -6155744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6155720.500000 Penalty: 3505.474854
	Iteration 43Q: 3 clusters Score -6155720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6155732.500000 Penalty: 3505.474854
	Iteration 44Q: 3 clusters Score -6155732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6155727.000000 Penalty: 3505.474854
	Iteration 45Q: 3 clusters Score -6155727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6155721.500000 Penalty: 3505.474854
	Iteration 46Q: 3 clusters Score -6155722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6155727.000000 Penalty: 3505.474854
	Iteration 47Q: 3 clusters Score -6155727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6155715.500000 Penalty: 3505.474854
	Iteration 48Q: 3 clusters Score -6155716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6155711.000000 Penalty: 3505.474854
	Iteration 49Q: 3 clusters Score -6155711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6155707.500000 Penalty: 3505.474854
	Iteration 50Q: 3 clusters Score -6155708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6155702.000000 Penalty: 3505.474854
	Iteration 51Q: 3 clusters Score -6155702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6155703.500000 Penalty: 3505.474854
	Iteration 52Q: 3 clusters Score -6155704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6155704.000000 Penalty: 3505.474854
	Iteration 53Q: 3 clusters Score -6155704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6155699.500000 Penalty: 3505.474854
	Iteration 54Q: 3 clusters Score -6155700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6155700.000000 Penalty: 3505.474854
	Iteration 55Q: 3 clusters Score -6155700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6155696.000000 Penalty: 3505.474854
	Iteration 56Q: 3 clusters Score -6155696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6155701.500000 Penalty: 3505.474854
	Iteration 57Q: 3 clusters Score -6155702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6155701.500000 Penalty: 3505.474854
	Iteration 58Q: 3 clusters Score -6155702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6155708.500000 Penalty: 3505.474854
	Iteration 59Q: 3 clusters Score -6155708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6155711.000000 Penalty: 3505.474854
	Iteration 60F: 3 clusters Score -6155711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6155713.000000 Penalty: 3505.474854
	Iteration 61Q: 3 clusters Score -6155713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6155716.000000 Penalty: 3505.474854
	Iteration 62Q: 3 clusters Score -6155716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6155710.000000 Penalty: 3505.474854
	Iteration 63Q: 3 clusters Score -6155710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6155704.000000 Penalty: 3505.474854
	Iteration 64Q: 3 clusters Score -6155704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6155707.000000 Penalty: 3505.474854
	Iteration 65Q: 3 clusters Score -6155707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6155705.000000 Penalty: 3505.474854
	Iteration 66Q: 3 clusters Score -6155705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6155703.500000 Penalty: 3505.474854
	Iteration 67Q: 3 clusters Score -6155704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6155708.000000 Penalty: 3505.474854
	Iteration 68Q: 3 clusters Score -6155708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6155706.000000 Penalty: 3505.474854
	Iteration 69Q: 3 clusters Score -6155706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6155704.500000 Penalty: 3505.474854
	Iteration 70Q: 3 clusters Score -6155704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6155704.500000 Penalty: 3505.474854
	Iteration 71F: 3 clusters Score -6155704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (51089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Entering Unmasked Estep 
Score: -6343122.000000 Penalty: 1761.715332
	Iteration 0F: 2 clusters Score -6343122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -6309256.500000 Penalty: 3523.430664
	Iteration 0F: 3 clusters Score -6309256 nChanged 23913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -6323023.500000 Penalty: 3523.430664
	Iteration 1F: 3 clusters Score -6323024 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -6323793.500000 Penalty: 3523.430664
	Iteration 2Q: 3 clusters Score -6323794 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -6325039.000000 Penalty: 3523.430664
	Iteration 3F: 3 clusters Score -6325039 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -6327037.000000 Penalty: 3523.430664
	Iteration 4F: 3 clusters Score -6327037 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -6330173.500000 Penalty: 3523.430664
	Iteration 5F: 3 clusters Score -6330174 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -6334229.000000 Penalty: 3523.430664
	Iteration 6F: 3 clusters Score -6334229 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -6337890.000000 Penalty: 3523.430664
	Iteration 7F: 3 clusters Score -6337890 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6340063.500000 Penalty: 3523.430664
	Iteration 8Q: 3 clusters Score -6340064 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6340926.500000 Penalty: 3523.430664
	Iteration 9Q: 3 clusters Score -6340926 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6341300.500000 Penalty: 3523.430664
	Iteration 10Q: 3 clusters Score -6341300 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6341413.000000 Penalty: 3523.430664
	Iteration 11Q: 3 clusters Score -6341413 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6341485.000000 Penalty: 3523.430664
	Iteration 12Q: 3 clusters Score -6341485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6341526.000000 Penalty: 3523.430664
	Iteration 13Q: 3 clusters Score -6341526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6341556.000000 Penalty: 3523.430664
	Iteration 14Q: 3 clusters Score -6341556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6341580.500000 Penalty: 3523.430664
	Iteration 15Q: 3 clusters Score -6341580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6341588.000000 Penalty: 3523.430664
	Iteration 16Q: 3 clusters Score -6341588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6341590.500000 Penalty: 3523.430664
	Iteration 17Q: 3 clusters Score -6341590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6341601.000000 Penalty: 3523.430664
	Iteration 18Q: 3 clusters Score -6341601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6341602.500000 Penalty: 3523.430664
	Iteration 19Q: 3 clusters Score -6341602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6341610.500000 Penalty: 3523.430664
	Iteration 20F: 3 clusters Score -6341610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6341609.000000 Penalty: 3523.430664
	Iteration 21Q: 3 clusters Score -6341609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6341614.000000 Penalty: 3523.430664
	Iteration 22Q: 3 clusters Score -6341614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6341614.000000 Penalty: 3523.430664
	Iteration 23F: 3 clusters Score -6341614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (88571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Entering Unmasked Estep 
Score: -11147548.000000 Penalty: 1851.128418
	Iteration 0F: 2 clusters Score -1.114755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -11091385.000000 Penalty: 3702.256836
	Iteration 0F: 3 clusters Score -1.109138e+07 nChanged 42298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -11115684.000000 Penalty: 3702.256836
	Iteration 1F: 3 clusters Score -1.111568e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -11116111.000000 Penalty: 3702.256836
	Iteration 2Q: 3 clusters Score -1.111611e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -11116571.000000 Penalty: 3702.256836
	Iteration 3Q: 3 clusters Score -1.111657e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -11117245.000000 Penalty: 3702.256836
	Iteration 4Q: 3 clusters Score -1.111724e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -11118208.000000 Penalty: 3702.256836
	Iteration 5Q: 3 clusters Score -1.111821e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -11119890.000000 Penalty: 3702.256836
	Iteration 6Q: 3 clusters Score -1.111989e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -11122627.000000 Penalty: 3702.256836
	Iteration 7F: 3 clusters Score -1.112263e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -11126811.000000 Penalty: 3702.256836
	Iteration 8F: 3 clusters Score -1.112681e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -11131896.000000 Penalty: 3702.256836
	Iteration 9F: 3 clusters Score -1.11319e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -11135736.000000 Penalty: 3702.256836
	Iteration 10F: 3 clusters Score -1.113574e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -11136986.000000 Penalty: 3702.256836
	Iteration 11Q: 3 clusters Score -1.113699e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -11137442.000000 Penalty: 3702.256836
	Iteration 12Q: 3 clusters Score -1.113744e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -11137721.000000 Penalty: 3702.256836
	Iteration 13Q: 3 clusters Score -1.113772e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -11137994.000000 Penalty: 3702.256836
	Iteration 14Q: 3 clusters Score -1.113799e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -11138252.000000 Penalty: 3702.256836
	Iteration 15Q: 3 clusters Score -1.113825e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -11138360.000000 Penalty: 3702.256836
	Iteration 16Q: 3 clusters Score -1.113836e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -11138461.000000 Penalty: 3702.256836
	Iteration 17Q: 3 clusters Score -1.113846e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -11138592.000000 Penalty: 3702.256836
	Iteration 18Q: 3 clusters Score -1.113859e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -11138748.000000 Penalty: 3702.256836
	Iteration 19Q: 3 clusters Score -1.113875e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -11138821.000000 Penalty: 3702.256836
	Iteration 20F: 3 clusters Score -1.113882e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -11138915.000000 Penalty: 3702.256836
	Iteration 21Q: 3 clusters Score -1.113892e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -11138996.000000 Penalty: 3702.256836
	Iteration 22Q: 3 clusters Score -1.1139e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -11139046.000000 Penalty: 3702.256836
	Iteration 23Q: 3 clusters Score -1.113905e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -11139147.000000 Penalty: 3702.256836
	Iteration 24Q: 3 clusters Score -1.113915e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -11139187.000000 Penalty: 3702.256836
	Iteration 25Q: 3 clusters Score -1.113919e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -11139188.000000 Penalty: 3702.256836
	Iteration 26Q: 3 clusters Score -1.113919e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -11139218.000000 Penalty: 3702.256836
	Iteration 27Q: 3 clusters Score -1.113922e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -11139222.000000 Penalty: 3702.256836
	Iteration 28Q: 3 clusters Score -1.113922e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -11139195.000000 Penalty: 3702.256836
	Iteration 29Q: 3 clusters Score -1.11392e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -11139203.000000 Penalty: 3702.256836
	Iteration 30Q: 3 clusters Score -1.11392e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -11139192.000000 Penalty: 3702.256836
	Iteration 31Q: 3 clusters Score -1.113919e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -11139198.000000 Penalty: 3702.256836
	Iteration 32Q: 3 clusters Score -1.11392e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -11139208.000000 Penalty: 3702.256836
	Iteration 33Q: 3 clusters Score -1.113921e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -11139233.000000 Penalty: 3702.256836
	Iteration 34Q: 3 clusters Score -1.113923e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -11139225.000000 Penalty: 3702.256836
	Iteration 35Q: 3 clusters Score -1.113922e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -11139274.000000 Penalty: 3702.256836
	Iteration 36Q: 3 clusters Score -1.113927e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -11139263.000000 Penalty: 3702.256836
	Iteration 37Q: 3 clusters Score -1.113926e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -11139303.000000 Penalty: 3702.256836
	Iteration 38Q: 3 clusters Score -1.11393e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -11139271.000000 Penalty: 3702.256836
	Iteration 39Q: 3 clusters Score -1.113927e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -11139275.000000 Penalty: 3702.256836
	Iteration 40F: 3 clusters Score -1.113928e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -11139284.000000 Penalty: 3702.256836
	Iteration 41Q: 3 clusters Score -1.113928e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -11139299.000000 Penalty: 3702.256836
	Iteration 42Q: 3 clusters Score -1.11393e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -11139330.000000 Penalty: 3702.256836
	Iteration 43Q: 3 clusters Score -1.113933e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -11139389.000000 Penalty: 3702.256836
	Iteration 44Q: 3 clusters Score -1.113939e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -11139430.000000 Penalty: 3702.256836
	Iteration 45Q: 3 clusters Score -1.113943e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -11139480.000000 Penalty: 3702.256836
	Iteration 46Q: 3 clusters Score -1.113948e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -11139633.000000 Penalty: 3702.256836
	Iteration 47Q: 3 clusters Score -1.113963e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -11139663.000000 Penalty: 3702.256836
	Iteration 48Q: 3 clusters Score -1.113966e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -11139718.000000 Penalty: 3702.256836
	Iteration 49Q: 3 clusters Score -1.113972e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -11139809.000000 Penalty: 3702.256836
	Iteration 50Q: 3 clusters Score -1.113981e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -11139878.000000 Penalty: 3702.256836
	Iteration 51Q: 3 clusters Score -1.113988e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -11139934.000000 Penalty: 3702.256836
	Iteration 52Q: 3 clusters Score -1.113993e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -11139997.000000 Penalty: 3702.256836
	Iteration 53Q: 3 clusters Score -1.114e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -11140093.000000 Penalty: 3702.256836
	Iteration 54Q: 3 clusters Score -1.114009e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -11140117.000000 Penalty: 3702.256836
	Iteration 55Q: 3 clusters Score -1.114012e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -11140218.000000 Penalty: 3702.256836
	Iteration 56Q: 3 clusters Score -1.114022e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -11140313.000000 Penalty: 3702.256836
	Iteration 57Q: 3 clusters Score -1.114031e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -11140436.000000 Penalty: 3702.256836
	Iteration 58Q: 3 clusters Score -1.114044e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -11140541.000000 Penalty: 3702.256836
	Iteration 59Q: 3 clusters Score -1.114054e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -11140696.000000 Penalty: 3702.256836
	Iteration 60F: 3 clusters Score -1.11407e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -11140884.000000 Penalty: 3702.256836
	Iteration 61Q: 3 clusters Score -1.114088e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -11141013.000000 Penalty: 3702.256836
	Iteration 62Q: 3 clusters Score -1.114101e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -11141193.000000 Penalty: 3702.256836
	Iteration 63Q: 3 clusters Score -1.114119e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -11141413.000000 Penalty: 3702.256836
	Iteration 64Q: 3 clusters Score -1.114141e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -11141624.000000 Penalty: 3702.256836
	Iteration 65Q: 3 clusters Score -1.114162e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -11141821.000000 Penalty: 3702.256836
	Iteration 66Q: 3 clusters Score -1.114182e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -11142059.000000 Penalty: 3702.256836
	Iteration 67Q: 3 clusters Score -1.114206e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
Score: -11142259.000000 Penalty: 3702.256836
	Iteration 68Q: 3 clusters Score -1.114226e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -11142471.000000 Penalty: 3702.256836
	Iteration 69Q: 3 clusters Score -1.114247e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -11142606.000000 Penalty: 3702.256836
	Iteration 70Q: 3 clusters Score -1.114261e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -11142828.000000 Penalty: 3702.256836
	Iteration 71Q: 3 clusters Score -1.114283e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -11143017.000000 Penalty: 3702.256836
	Iteration 72Q: 3 clusters Score -1.114302e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -11143204.000000 Penalty: 3702.256836
	Iteration 73Q: 3 clusters Score -1.11432e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -11143456.000000 Penalty: 3702.256836
	Iteration 74Q: 3 clusters Score -1.114346e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -11143699.000000 Penalty: 3702.256836
	Iteration 75Q: 3 clusters Score -1.11437e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -11143927.000000 Penalty: 3702.256836
	Iteration 76Q: 3 clusters Score -1.114393e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -11144216.000000 Penalty: 3702.256836
	Iteration 77Q: 3 clusters Score -1.114422e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -11144462.000000 Penalty: 3702.256836
	Iteration 78Q: 3 clusters Score -1.114446e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -11144585.000000 Penalty: 3702.256836
	Iteration 79Q: 3 clusters Score -1.114458e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -11144734.000000 Penalty: 3702.256836
	Iteration 80F: 3 clusters Score -1.114473e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -11144803.000000 Penalty: 3702.256836
	Iteration 81Q: 3 clusters Score -1.11448e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -11144888.000000 Penalty: 3702.256836
	Iteration 82Q: 3 clusters Score -1.114489e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -11144944.000000 Penalty: 3702.256836
	Iteration 83Q: 3 clusters Score -1.114494e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -11145020.000000 Penalty: 3702.256836
	Iteration 84Q: 3 clusters Score -1.114502e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -11145055.000000 Penalty: 3702.256836
	Iteration 85Q: 3 clusters Score -1.114506e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -11145105.000000 Penalty: 3702.256836
	Iteration 86Q: 3 clusters Score -1.11451e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -11145172.000000 Penalty: 3702.256836
	Iteration 87Q: 3 clusters Score -1.114517e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
Score: -11145327.000000 Penalty: 3702.256836
	Iteration 88Q: 3 clusters Score -1.114533e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -11145451.000000 Penalty: 3702.256836
	Iteration 89Q: 3 clusters Score -1.114545e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -11145512.000000 Penalty: 3702.256836
	Iteration 90Q: 3 clusters Score -1.114551e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 82170 members 
Entering Unmasked Estep 
Score: -11145565.000000 Penalty: 3702.256836
	Iteration 91Q: 3 clusters Score -1.114556e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -11145611.000000 Penalty: 3702.256836
	Iteration 92Q: 3 clusters Score -1.114561e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -11145638.000000 Penalty: 3702.256836
	Iteration 93Q: 3 clusters Score -1.114564e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -11145696.000000 Penalty: 3702.256836
	Iteration 94Q: 3 clusters Score -1.11457e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -11145722.000000 Penalty: 3702.256836
	Iteration 95Q: 3 clusters Score -1.114572e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -11145753.000000 Penalty: 3702.256836
	Iteration 96Q: 3 clusters Score -1.114575e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -11145815.000000 Penalty: 3702.256836
	Iteration 97Q: 3 clusters Score -1.114582e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -11145850.000000 Penalty: 3702.256836
	Iteration 98Q: 3 clusters Score -1.114585e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -11145878.000000 Penalty: 3702.256836
	Iteration 99Q: 3 clusters Score -1.114588e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -11145916.000000 Penalty: 3702.256836
	Iteration 100F: 3 clusters Score -1.114592e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 83759 members 
Entering Unmasked Estep 
Score: -11145963.000000 Penalty: 3702.256836
	Iteration 101Q: 3 clusters Score -1.114596e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -11145987.000000 Penalty: 3702.256836
	Iteration 102Q: 3 clusters Score -1.114599e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -11145998.000000 Penalty: 3702.256836
	Iteration 103Q: 3 clusters Score -1.1146e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -11146002.000000 Penalty: 3702.256836
	Iteration 104Q: 3 clusters Score -1.1146e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 84209 members 
Entering Unmasked Estep 
Score: -11146032.000000 Penalty: 3702.256836
	Iteration 105Q: 3 clusters Score -1.114603e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -11146053.000000 Penalty: 3702.256836
	Iteration 106Q: 3 clusters Score -1.114605e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 84391 members 
Entering Unmasked Estep 
Score: -11146093.000000 Penalty: 3702.256836
	Iteration 107Q: 3 clusters Score -1.114609e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 84489 members 
Entering Unmasked Estep 
Score: -11146109.000000 Penalty: 3702.256836
	Iteration 108Q: 3 clusters Score -1.114611e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 84583 members 
Entering Unmasked Estep 
Score: -11146123.000000 Penalty: 3702.256836
	Iteration 109Q: 3 clusters Score -1.114612e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -11146136.000000 Penalty: 3702.256836
	Iteration 110Q: 3 clusters Score -1.114614e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -11146149.000000 Penalty: 3702.256836
	Iteration 111Q: 3 clusters Score -1.114615e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -11146158.000000 Penalty: 3702.256836
	Iteration 112Q: 3 clusters Score -1.114616e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -11146147.000000 Penalty: 3702.256836
	Iteration 113Q: 3 clusters Score -1.114615e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -11146148.000000 Penalty: 3702.256836
	Iteration 114Q: 3 clusters Score -1.114615e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -11146157.000000 Penalty: 3702.256836
	Iteration 115Q: 3 clusters Score -1.114616e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -11146166.000000 Penalty: 3702.256836
	Iteration 116Q: 3 clusters Score -1.114617e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -11146190.000000 Penalty: 3702.256836
	Iteration 117Q: 3 clusters Score -1.114619e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -11146199.000000 Penalty: 3702.256836
	Iteration 118Q: 3 clusters Score -1.11462e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 85234 members 
Entering Unmasked Estep 
Score: -11146194.000000 Penalty: 3702.256836
	Iteration 119Q: 3 clusters Score -1.114619e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -11146205.000000 Penalty: 3702.256836
	Iteration 120F: 3 clusters Score -1.11462e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -11146204.000000 Penalty: 3702.256836
	Iteration 121Q: 3 clusters Score -1.11462e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -11146197.000000 Penalty: 3702.256836
	Iteration 122Q: 3 clusters Score -1.11462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -11146197.000000 Penalty: 3702.256836
	Iteration 123Q: 3 clusters Score -1.11462e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 85397 members 
Entering Unmasked Estep 
Score: -11146201.000000 Penalty: 3702.256836
	Iteration 124Q: 3 clusters Score -1.11462e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 85422 members 
Entering Unmasked Estep 
Score: -11146211.000000 Penalty: 3702.256836
	Iteration 125Q: 3 clusters Score -1.114621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -11146206.000000 Penalty: 3702.256836
	Iteration 126Q: 3 clusters Score -1.114621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -11146200.000000 Penalty: 3702.256836
	Iteration 127Q: 3 clusters Score -1.11462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 85454 members 
Entering Unmasked Estep 
Score: -11146206.000000 Penalty: 3702.256836
	Iteration 128Q: 3 clusters Score -1.114621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -11146200.000000 Penalty: 3702.256836
	Iteration 129Q: 3 clusters Score -1.11462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -11146214.000000 Penalty: 3702.256836
	Iteration 130Q: 3 clusters Score -1.114621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -11146223.000000 Penalty: 3702.256836
	Iteration 131Q: 3 clusters Score -1.114622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -11146210.000000 Penalty: 3702.256836
	Iteration 132Q: 3 clusters Score -1.114621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -11146208.000000 Penalty: 3702.256836
	Iteration 133Q: 3 clusters Score -1.114621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -11146192.000000 Penalty: 3702.256836
	Iteration 134Q: 3 clusters Score -1.114619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -11146198.000000 Penalty: 3702.256836
	Iteration 135Q: 3 clusters Score -1.11462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -11146187.000000 Penalty: 3702.256836
	Iteration 136Q: 3 clusters Score -1.114619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -11146198.000000 Penalty: 3702.256836
	Iteration 137Q: 3 clusters Score -1.11462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 85549 members 
Entering Unmasked Estep 
Score: -11146192.000000 Penalty: 3702.256836
	Iteration 138Q: 3 clusters Score -1.114619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 85553 members 
Entering Unmasked Estep 
Score: -11146195.000000 Penalty: 3702.256836
	Iteration 139Q: 3 clusters Score -1.11462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 85554 members 
Entering Unmasked Estep 
Score: -11146181.000000 Penalty: 3702.256836
	Iteration 140F: 3 clusters Score -1.114618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -46815.085938 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -46815.09 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 257 members 
Entering Unmasked Estep 
Score: -45822.187500 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -45822.19 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46198.464844 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -46198.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46385.429688 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -46385.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46483.019531 Penalty: 2019.096924
	Iteration 3F: 3 clusters Score -46483.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46545.589844 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -46545.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46578.312500 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -46578.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46614.945312 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -46614.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46627.792969 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -46627.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46633.339844 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -46633.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46639.074219 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -46639.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46645.734375 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -46645.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46650.398438 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -46650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46651.539062 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -46651.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46652.359375 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -46652.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46652.359375 Penalty: 2019.096924
	Iteration 14F: 3 clusters Score -46652.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -8468.896484 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -8468.896 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 76 members 
Entering Unmasked Estep 
Score: -7835.527832 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -7835.528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7942.590820 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -7942.591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7961.305176 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -7961.305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7968.990723 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -7968.991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7974.261230 Penalty: 1645.343384
	Iteration 4Q: 3 clusters Score -7974.261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7974.261230 Penalty: 1645.343384
	Iteration 5F: 3 clusters Score -7974.261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Entering Unmasked Estep 
Score: -908106.875000 Penalty: 1449.996948
	Iteration 0F: 2 clusters Score -908106.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -902538.812500 Penalty: 2899.993896
	Iteration 0F: 3 clusters Score -902538.8 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -904247.687500 Penalty: 2899.993896
	Iteration 1F: 3 clusters Score -904247.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -904550.000000 Penalty: 2899.993896
	Iteration 2F: 3 clusters Score -904550 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -904812.625000 Penalty: 2899.993896
	Iteration 3F: 3 clusters Score -904812.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -905015.500000 Penalty: 2899.993896
	Iteration 4Q: 3 clusters Score -905015.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -905214.437500 Penalty: 2899.993896
	Iteration 5Q: 3 clusters Score -905214.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -905422.000000 Penalty: 2899.993896
	Iteration 6Q: 3 clusters Score -905422 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -905650.062500 Penalty: 2899.993896
	Iteration 7Q: 3 clusters Score -905650.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -905875.375000 Penalty: 2899.993896
	Iteration 8Q: 3 clusters Score -905875.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -906064.937500 Penalty: 2899.993896
	Iteration 9Q: 3 clusters Score -906064.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -906224.062500 Penalty: 2899.993896
	Iteration 10Q: 3 clusters Score -906224.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -906352.562500 Penalty: 2899.993896
	Iteration 11Q: 3 clusters Score -906352.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -906446.250000 Penalty: 2899.993896
	Iteration 12Q: 3 clusters Score -906446.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -906508.000000 Penalty: 2899.993896
	Iteration 13Q: 3 clusters Score -906508 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -906575.937500 Penalty: 2899.993896
	Iteration 14Q: 3 clusters Score -906575.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -906624.812500 Penalty: 2899.993896
	Iteration 15Q: 3 clusters Score -906624.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -906669.562500 Penalty: 2899.993896
	Iteration 16Q: 3 clusters Score -906669.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -906717.375000 Penalty: 2899.993896
	Iteration 17Q: 3 clusters Score -906717.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -906756.687500 Penalty: 2899.993896
	Iteration 18Q: 3 clusters Score -906756.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -906787.937500 Penalty: 2899.993896
	Iteration 19Q: 3 clusters Score -906787.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -906814.562500 Penalty: 2899.993896
	Iteration 20F: 3 clusters Score -906814.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -906836.500000 Penalty: 2899.993896
	Iteration 21Q: 3 clusters Score -906836.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -906850.937500 Penalty: 2899.993896
	Iteration 22Q: 3 clusters Score -906850.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -906868.625000 Penalty: 2899.993896
	Iteration 23Q: 3 clusters Score -906868.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -906885.000000 Penalty: 2899.993896
	Iteration 24Q: 3 clusters Score -906885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -906897.687500 Penalty: 2899.993896
	Iteration 25Q: 3 clusters Score -906897.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -906909.875000 Penalty: 2899.993896
	Iteration 26Q: 3 clusters Score -906909.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -906922.312500 Penalty: 2899.993896
	Iteration 27Q: 3 clusters Score -906922.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -906941.062500 Penalty: 2899.993896
	Iteration 28Q: 3 clusters Score -906941.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -906960.750000 Penalty: 2899.993896
	Iteration 29Q: 3 clusters Score -906960.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -906976.500000 Penalty: 2899.993896
	Iteration 30Q: 3 clusters Score -906976.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -906984.562500 Penalty: 2899.993896
	Iteration 31Q: 3 clusters Score -906984.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -906996.937500 Penalty: 2899.993896
	Iteration 32Q: 3 clusters Score -906996.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -907006.875000 Penalty: 2899.993896
	Iteration 33Q: 3 clusters Score -907006.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -907017.125000 Penalty: 2899.993896
	Iteration 34Q: 3 clusters Score -907017.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -907025.375000 Penalty: 2899.993896
	Iteration 35Q: 3 clusters Score -907025.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -907030.062500 Penalty: 2899.993896
	Iteration 36Q: 3 clusters Score -907030.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -907036.312500 Penalty: 2899.993896
	Iteration 37Q: 3 clusters Score -907036.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -907041.875000 Penalty: 2899.993896
	Iteration 38Q: 3 clusters Score -907041.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -907040.937500 Penalty: 2899.993896
	Iteration 39Q: 3 clusters Score -907040.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -907045.437500 Penalty: 2899.993896
	Iteration 40F: 3 clusters Score -907045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -907045.937500 Penalty: 2899.993896
	Iteration 41Q: 3 clusters Score -907045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -907046.000000 Penalty: 2899.993896
	Iteration 42Q: 3 clusters Score -907046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -907046.812500 Penalty: 2899.993896
	Iteration 43Q: 3 clusters Score -907046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -907049.312500 Penalty: 2899.993896
	Iteration 44Q: 3 clusters Score -907049.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -907052.687500 Penalty: 2899.993896
	Iteration 45Q: 3 clusters Score -907052.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -907057.125000 Penalty: 2899.993896
	Iteration 46Q: 3 clusters Score -907057.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -907059.062500 Penalty: 2899.993896
	Iteration 47Q: 3 clusters Score -907059.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -907058.937500 Penalty: 2899.993896
	Iteration 48Q: 3 clusters Score -907058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -907061.937500 Penalty: 2899.993896
	Iteration 49Q: 3 clusters Score -907061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -907062.187500 Penalty: 2899.993896
	Iteration 50Q: 3 clusters Score -907062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -907064.937500 Penalty: 2899.993896
	Iteration 51Q: 3 clusters Score -907064.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -907064.687500 Penalty: 2899.993896
	Iteration 52Q: 3 clusters Score -907064.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -907065.125000 Penalty: 2899.993896
	Iteration 53Q: 3 clusters Score -907065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -907064.687500 Penalty: 2899.993896
	Iteration 54Q: 3 clusters Score -907064.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -907064.687500 Penalty: 2899.993896
	Iteration 55F: 3 clusters Score -907064.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -227480.812500 Penalty: 1236.118774
	Iteration 0F: 2 clusters Score -227480.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -225386.375000 Penalty: 2472.237549
	Iteration 0F: 3 clusters Score -225386.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -225850.890625 Penalty: 2472.237549
	Iteration 1F: 3 clusters Score -225850.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -225978.546875 Penalty: 2472.237549
	Iteration 2F: 3 clusters Score -225978.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -226068.203125 Penalty: 2472.237549
	Iteration 3Q: 3 clusters Score -226068.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -226137.468750 Penalty: 2472.237549
	Iteration 4Q: 3 clusters Score -226137.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -226200.625000 Penalty: 2472.237549
	Iteration 5Q: 3 clusters Score -226200.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -226287.828125 Penalty: 2472.237549
	Iteration 6Q: 3 clusters Score -226287.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -226383.859375 Penalty: 2472.237549
	Iteration 7Q: 3 clusters Score -226383.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226476.000000 Penalty: 2472.237549
	Iteration 8Q: 3 clusters Score -226476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226554.984375 Penalty: 2472.237549
	Iteration 9Q: 3 clusters Score -226555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226632.953125 Penalty: 2472.237549
	Iteration 10Q: 3 clusters Score -226633 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226733.875000 Penalty: 2472.237549
	Iteration 11Q: 3 clusters Score -226733.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -226865.406250 Penalty: 2472.237549
	Iteration 12Q: 3 clusters Score -226865.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -226978.078125 Penalty: 2472.237549
	Iteration 13Q: 3 clusters Score -226978.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -227123.875000 Penalty: 2472.237549
	Iteration 14Q: 3 clusters Score -227123.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227243.000000 Penalty: 2472.237549
	Iteration 15Q: 3 clusters Score -227243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227299.250000 Penalty: 2472.237549
	Iteration 16Q: 3 clusters Score -227299.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -227330.468750 Penalty: 2472.237549
	Iteration 17Q: 3 clusters Score -227330.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -227348.218750 Penalty: 2472.237549
	Iteration 18Q: 3 clusters Score -227348.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -227359.718750 Penalty: 2472.237549
	Iteration 19Q: 3 clusters Score -227359.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227369.000000 Penalty: 2472.237549
	Iteration 20F: 3 clusters Score -227369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -227376.500000 Penalty: 2472.237549
	Iteration 21Q: 3 clusters Score -227376.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -227383.343750 Penalty: 2472.237549
	Iteration 22Q: 3 clusters Score -227383.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -227388.859375 Penalty: 2472.237549
	Iteration 23Q: 3 clusters Score -227388.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -227394.953125 Penalty: 2472.237549
	Iteration 24Q: 3 clusters Score -227395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -227397.375000 Penalty: 2472.237549
	Iteration 25Q: 3 clusters Score -227397.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -227400.000000 Penalty: 2472.237549
	Iteration 26Q: 3 clusters Score -227400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227402.203125 Penalty: 2472.237549
	Iteration 27Q: 3 clusters Score -227402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -227404.046875 Penalty: 2472.237549
	Iteration 28Q: 3 clusters Score -227404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -227405.140625 Penalty: 2472.237549
	Iteration 29Q: 3 clusters Score -227405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -227406.000000 Penalty: 2472.237549
	Iteration 30Q: 3 clusters Score -227406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -227406.750000 Penalty: 2472.237549
	Iteration 31Q: 3 clusters Score -227406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -227408.093750 Penalty: 2472.237549
	Iteration 32Q: 3 clusters Score -227408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -227407.828125 Penalty: 2472.237549
	Iteration 33Q: 3 clusters Score -227407.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -227407.828125 Penalty: 2472.237549
	Iteration 34F: 3 clusters Score -227407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Entering Unmasked Estep 
Score: -836621.312500 Penalty: 1438.465088
	Iteration 0F: 2 clusters Score -836621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -831323.500000 Penalty: 2876.930176
	Iteration 0F: 3 clusters Score -831323.5 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -832843.125000 Penalty: 2876.930176
	Iteration 1F: 3 clusters Score -832843.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -833052.375000 Penalty: 2876.930176
	Iteration 2F: 3 clusters Score -833052.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -833212.437500 Penalty: 2876.930176
	Iteration 3F: 3 clusters Score -833212.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -833329.875000 Penalty: 2876.930176
	Iteration 4Q: 3 clusters Score -833329.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -833404.687500 Penalty: 2876.930176
	Iteration 5Q: 3 clusters Score -833404.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -833471.312500 Penalty: 2876.930176
	Iteration 6Q: 3 clusters Score -833471.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -833516.125000 Penalty: 2876.930176
	Iteration 7Q: 3 clusters Score -833516.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -833565.687500 Penalty: 2876.930176
	Iteration 8Q: 3 clusters Score -833565.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -833627.625000 Penalty: 2876.930176
	Iteration 9Q: 3 clusters Score -833627.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -833704.437500 Penalty: 2876.930176
	Iteration 10Q: 3 clusters Score -833704.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -833799.312500 Penalty: 2876.930176
	Iteration 11Q: 3 clusters Score -833799.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -833905.187500 Penalty: 2876.930176
	Iteration 12Q: 3 clusters Score -833905.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -834069.500000 Penalty: 2876.930176
	Iteration 13Q: 3 clusters Score -834069.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -834250.500000 Penalty: 2876.930176
	Iteration 14Q: 3 clusters Score -834250.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -834432.812500 Penalty: 2876.930176
	Iteration 15Q: 3 clusters Score -834432.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -834615.875000 Penalty: 2876.930176
	Iteration 16Q: 3 clusters Score -834615.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -834783.937500 Penalty: 2876.930176
	Iteration 17Q: 3 clusters Score -834783.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -834913.625000 Penalty: 2876.930176
	Iteration 18Q: 3 clusters Score -834913.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -834999.500000 Penalty: 2876.930176
	Iteration 19Q: 3 clusters Score -834999.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -835079.500000 Penalty: 2876.930176
	Iteration 20F: 3 clusters Score -835079.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -835139.437500 Penalty: 2876.930176
	Iteration 21Q: 3 clusters Score -835139.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -835196.000000 Penalty: 2876.930176
	Iteration 22Q: 3 clusters Score -835196 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -835265.312500 Penalty: 2876.930176
	Iteration 23Q: 3 clusters Score -835265.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -835318.500000 Penalty: 2876.930176
	Iteration 24Q: 3 clusters Score -835318.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -835379.625000 Penalty: 2876.930176
	Iteration 25Q: 3 clusters Score -835379.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -835412.250000 Penalty: 2876.930176
	Iteration 26Q: 3 clusters Score -835412.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -835431.375000 Penalty: 2876.930176
	Iteration 27Q: 3 clusters Score -835431.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -835447.375000 Penalty: 2876.930176
	Iteration 28Q: 3 clusters Score -835447.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -835459.625000 Penalty: 2876.930176
	Iteration 29Q: 3 clusters Score -835459.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -835466.125000 Penalty: 2876.930176
	Iteration 30Q: 3 clusters Score -835466.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -835474.062500 Penalty: 2876.930176
	Iteration 31Q: 3 clusters Score -835474.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -835478.250000 Penalty: 2876.930176
	Iteration 32Q: 3 clusters Score -835478.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -835481.312500 Penalty: 2876.930176
	Iteration 33Q: 3 clusters Score -835481.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -835485.750000 Penalty: 2876.930176
	Iteration 34Q: 3 clusters Score -835485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -835489.000000 Penalty: 2876.930176
	Iteration 35Q: 3 clusters Score -835489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -835489.750000 Penalty: 2876.930176
	Iteration 36Q: 3 clusters Score -835489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -835492.750000 Penalty: 2876.930176
	Iteration 37Q: 3 clusters Score -835492.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -835497.312500 Penalty: 2876.930176
	Iteration 38Q: 3 clusters Score -835497.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -835500.312500 Penalty: 2876.930176
	Iteration 39Q: 3 clusters Score -835500.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -835501.375000 Penalty: 2876.930176
	Iteration 40F: 3 clusters Score -835501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -835501.750000 Penalty: 2876.930176
	Iteration 41Q: 3 clusters Score -835501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -835500.937500 Penalty: 2876.930176
	Iteration 42Q: 3 clusters Score -835500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -835502.375000 Penalty: 2876.930176
	Iteration 43Q: 3 clusters Score -835502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -835501.750000 Penalty: 2876.930176
	Iteration 44Q: 3 clusters Score -835501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -835502.312500 Penalty: 2876.930176
	Iteration 45Q: 3 clusters Score -835502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -835501.937500 Penalty: 2876.930176
	Iteration 46Q: 3 clusters Score -835501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -835501.937500 Penalty: 2876.930176
	Iteration 47F: 3 clusters Score -835501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -18562.521484 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -18562.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17850.501953 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -17850.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18087.220703 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18087.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18234.343750 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18234.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18370.886719 Penalty: 1827.805786
	Iteration 3F: 3 clusters Score -18370.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18438.734375 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -18438.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18462.679688 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18462.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18474.875000 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18474.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18477.039062 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18477.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18477.039062 Penalty: 1827.805786
	Iteration 8F: 3 clusters Score -18477.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -165732.687500 Penalty: 1187.855835
	Iteration 0F: 2 clusters Score -165732.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -163936.296875 Penalty: 2375.711670
	Iteration 0F: 3 clusters Score -163936.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -164287.328125 Penalty: 2375.711670
	Iteration 1F: 3 clusters Score -164287.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -164398.984375 Penalty: 2375.711670
	Iteration 2F: 3 clusters Score -164399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -164493.437500 Penalty: 2375.711670
	Iteration 3F: 3 clusters Score -164493.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -164586.859375 Penalty: 2375.711670
	Iteration 4F: 3 clusters Score -164586.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -164709.171875 Penalty: 2375.711670
	Iteration 5F: 3 clusters Score -164709.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -164846.859375 Penalty: 2375.711670
	Iteration 6F: 3 clusters Score -164846.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -164989.656250 Penalty: 2375.711670
	Iteration 7F: 3 clusters Score -164989.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -165110.703125 Penalty: 2375.711670
	Iteration 8Q: 3 clusters Score -165110.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -165226.562500 Penalty: 2375.711670
	Iteration 9Q: 3 clusters Score -165226.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -165294.656250 Penalty: 2375.711670
	Iteration 10Q: 3 clusters Score -165294.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -165337.734375 Penalty: 2375.711670
	Iteration 11Q: 3 clusters Score -165337.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -165358.281250 Penalty: 2375.711670
	Iteration 12Q: 3 clusters Score -165358.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -165366.609375 Penalty: 2375.711670
	Iteration 13Q: 3 clusters Score -165366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165369.234375 Penalty: 2375.711670
	Iteration 14Q: 3 clusters Score -165369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165371.796875 Penalty: 2375.711670
	Iteration 15Q: 3 clusters Score -165371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165373.109375 Penalty: 2375.711670
	Iteration 16Q: 3 clusters Score -165373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165373.109375 Penalty: 2375.711670
	Iteration 17F: 3 clusters Score -165373.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (94714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94714 members 
Entering Unmasked Estep 
Score: -11785042.000000 Penalty: 1862.025269
	Iteration 0F: 2 clusters Score -1.178504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -11725031.000000 Penalty: 3724.050537
	Iteration 0F: 3 clusters Score -1.172503e+07 nChanged 45108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -11751204.000000 Penalty: 3724.050537
	Iteration 1F: 3 clusters Score -1.17512e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -11751838.000000 Penalty: 3724.050537
	Iteration 2Q: 3 clusters Score -1.175184e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -11752525.000000 Penalty: 3724.050537
	Iteration 3Q: 3 clusters Score -1.175252e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -11753585.000000 Penalty: 3724.050537
	Iteration 4Q: 3 clusters Score -1.175358e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -11755482.000000 Penalty: 3724.050537
	Iteration 5Q: 3 clusters Score -1.175548e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -11758455.000000 Penalty: 3724.050537
	Iteration 6F: 3 clusters Score -1.175846e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -11763654.000000 Penalty: 3724.050537
	Iteration 7F: 3 clusters Score -1.176365e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -11770985.000000 Penalty: 3724.050537
	Iteration 8F: 3 clusters Score -1.177098e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -11777065.000000 Penalty: 3724.050537
	Iteration 9F: 3 clusters Score -1.177706e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -11780994.000000 Penalty: 3724.050537
	Iteration 10Q: 3 clusters Score -1.178099e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -11782480.000000 Penalty: 3724.050537
	Iteration 11Q: 3 clusters Score -1.178248e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -11783058.000000 Penalty: 3724.050537
	Iteration 12Q: 3 clusters Score -1.178306e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 94385 members 
Entering Unmasked Estep 
Score: -11783264.000000 Penalty: 3724.050537
	Iteration 13Q: 3 clusters Score -1.178326e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -11783346.000000 Penalty: 3724.050537
	Iteration 14Q: 3 clusters Score -1.178335e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -11783407.000000 Penalty: 3724.050537
	Iteration 15Q: 3 clusters Score -1.178341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 94460 members 
Entering Unmasked Estep 
Score: -11783432.000000 Penalty: 3724.050537
	Iteration 16Q: 3 clusters Score -1.178343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -11783456.000000 Penalty: 3724.050537
	Iteration 17Q: 3 clusters Score -1.178346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 94465 members 
Entering Unmasked Estep 
Score: -11783474.000000 Penalty: 3724.050537
	Iteration 18Q: 3 clusters Score -1.178347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -11783475.000000 Penalty: 3724.050537
	Iteration 19Q: 3 clusters Score -1.178348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -11783485.000000 Penalty: 3724.050537
	Iteration 20F: 3 clusters Score -1.178348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 94472 members 
Entering Unmasked Estep 
Score: -11783489.000000 Penalty: 3724.050537
	Iteration 21Q: 3 clusters Score -1.178349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 94474 members 
Entering Unmasked Estep 
Score: -11783483.000000 Penalty: 3724.050537
	Iteration 22Q: 3 clusters Score -1.178348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -11783483.000000 Penalty: 3724.050537
	Iteration 23Q: 3 clusters Score -1.178348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 94478 members 
Entering Unmasked Estep 
Score: -11783487.000000 Penalty: 3724.050537
	Iteration 24Q: 3 clusters Score -1.178349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -11783493.000000 Penalty: 3724.050537
	Iteration 25Q: 3 clusters Score -1.178349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -11783482.000000 Penalty: 3724.050537
	Iteration 26Q: 3 clusters Score -1.178348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -11783493.000000 Penalty: 3724.050537
	Iteration 27Q: 3 clusters Score -1.178349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 94483 members 
Entering Unmasked Estep 
Score: -11783492.000000 Penalty: 3724.050537
	Iteration 28Q: 3 clusters Score -1.178349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 94483 members 
Entering Unmasked Estep 
Score: -11783492.000000 Penalty: 3724.050537
	Iteration 29F: 3 clusters Score -1.178349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 81720 members 
Mstep: Class 3 contains 84163 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28574 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 93632 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95222 members 
Mstep: Class 21 contains 6461 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51089 members 
Mstep: Class 26 contains 88571 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236816.000000 Penalty: 75375.343750
Iteration 399Q: 35 clusters Score -1.022368e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 81746 members 
Mstep: Class 3 contains 84170 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28574 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 93632 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95219 members 
Mstep: Class 21 contains 6457 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51086 members 
Mstep: Class 26 contains 88567 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236832.000000 Penalty: 75375.343750
Iteration 400F: 35 clusters Score -1.022368e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 81753 members 
Mstep: Class 3 contains 84184 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28574 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 93635 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95218 members 
Mstep: Class 21 contains 6451 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 51086 members 
Mstep: Class 26 contains 88574 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236768.000000 Penalty: 75375.343750
Iteration 401Q: 35 clusters Score -1.022368e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 81756 members 
Mstep: Class 3 contains 84195 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28576 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 93638 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13256 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95220 members 
Mstep: Class 21 contains 6448 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 51080 members 
Mstep: Class 26 contains 88567 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236616.000000 Penalty: 75375.343750
Iteration 402Q: 35 clusters Score -1.022366e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 81773 members 
Mstep: Class 3 contains 84202 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28577 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 93640 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13253 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4713 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95222 members 
Mstep: Class 21 contains 6444 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51072 members 
Mstep: Class 26 contains 88558 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236616.000000 Penalty: 75375.343750
Iteration 403Q: 35 clusters Score -1.022366e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 81792 members 
Mstep: Class 3 contains 84215 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28577 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 49048 members 
Mstep: Class 8 contains 93642 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13251 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95223 members 
Mstep: Class 21 contains 6441 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 51068 members 
Mstep: Class 26 contains 88549 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236592.000000 Penalty: 75375.343750
Iteration 404Q: 35 clusters Score -1.022366e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 81818 members 
Mstep: Class 3 contains 84216 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28579 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49049 members 
Mstep: Class 8 contains 93646 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13253 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 95229 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48345 members 
Mstep: Class 25 contains 51050 members 
Mstep: Class 26 contains 88545 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236592.000000 Penalty: 75375.343750
Iteration 405Q: 35 clusters Score -1.022366e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 81844 members 
Mstep: Class 3 contains 84221 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28580 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 93639 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13252 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10037 members 
Mstep: Class 20 contains 95228 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48345 members 
Mstep: Class 25 contains 51044 members 
Mstep: Class 26 contains 88550 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236584.000000 Penalty: 75375.343750
Iteration 406Q: 35 clusters Score -1.022366e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 81874 members 
Mstep: Class 3 contains 84227 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49054 members 
Mstep: Class 8 contains 93637 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13252 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 95229 members 
Mstep: Class 21 contains 6437 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51041 members 
Mstep: Class 26 contains 88566 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236528.000000 Penalty: 75375.343750
Iteration 407Q: 35 clusters Score -1.022365e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 81910 members 
Mstep: Class 3 contains 84215 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49055 members 
Mstep: Class 8 contains 93633 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13253 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5156 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 95239 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51040 members 
Mstep: Class 26 contains 88586 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6989 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236584.000000 Penalty: 75375.343750
Iteration 408Q: 35 clusters Score -1.022366e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 81935 members 
Mstep: Class 3 contains 84230 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 28583 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49056 members 
Mstep: Class 8 contains 93631 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13255 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5157 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 95247 members 
Mstep: Class 21 contains 6432 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51031 members 
Mstep: Class 26 contains 88586 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236536.000000 Penalty: 75375.343750
Iteration 409Q: 35 clusters Score -1.022365e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 81976 members 
Mstep: Class 3 contains 84227 members 
Mstep: Class 4 contains 2083 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49056 members 
Mstep: Class 8 contains 93632 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13254 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5158 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 95258 members 
Mstep: Class 21 contains 6430 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 51023 members 
Mstep: Class 26 contains 88592 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236464.000000 Penalty: 75375.343750
Iteration 410Q: 35 clusters Score -1.022365e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 82014 members 
Mstep: Class 3 contains 84227 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49056 members 
Mstep: Class 8 contains 93635 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13254 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 95266 members 
Mstep: Class 21 contains 6427 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51017 members 
Mstep: Class 26 contains 88613 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236560.000000 Penalty: 75375.343750
Iteration 411Q: 35 clusters Score -1.022366e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 82042 members 
Mstep: Class 3 contains 84227 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49056 members 
Mstep: Class 8 contains 93633 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13254 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4677 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5160 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 95274 members 
Mstep: Class 21 contains 6423 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51021 members 
Mstep: Class 26 contains 88621 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236624.000000 Penalty: 75375.343750
Iteration 412Q: 35 clusters Score -1.022366e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 82054 members 
Mstep: Class 3 contains 84233 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49055 members 
Mstep: Class 8 contains 93633 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13255 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5161 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 95288 members 
Mstep: Class 21 contains 6418 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51019 members 
Mstep: Class 26 contains 88624 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236616.000000 Penalty: 75375.343750
Iteration 413Q: 35 clusters Score -1.022366e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 82081 members 
Mstep: Class 3 contains 84225 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49055 members 
Mstep: Class 8 contains 93632 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13255 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5162 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 95301 members 
Mstep: Class 21 contains 6412 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51014 members 
Mstep: Class 26 contains 88620 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236712.000000 Penalty: 75375.343750
Iteration 414Q: 35 clusters Score -1.022367e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 82112 members 
Mstep: Class 3 contains 84219 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49055 members 
Mstep: Class 8 contains 93631 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13253 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 95309 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 51011 members 
Mstep: Class 26 contains 88622 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236704.000000 Penalty: 75375.343750
Iteration 415Q: 35 clusters Score -1.022367e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 82143 members 
Mstep: Class 3 contains 84210 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49055 members 
Mstep: Class 8 contains 93631 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13251 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 4662 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 95313 members 
Mstep: Class 21 contains 6406 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48345 members 
Mstep: Class 25 contains 51005 members 
Mstep: Class 26 contains 88624 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236712.000000 Penalty: 75375.343750
Iteration 416Q: 35 clusters Score -1.022367e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 82212 members 
Mstep: Class 3 contains 84193 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28580 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49056 members 
Mstep: Class 8 contains 93629 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13248 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 4662 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 95314 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48346 members 
Mstep: Class 25 contains 50995 members 
Mstep: Class 26 contains 88611 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236728.000000 Penalty: 75375.343750
Iteration 417Q: 35 clusters Score -1.022367e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 82294 members 
Mstep: Class 3 contains 84174 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28579 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49057 members 
Mstep: Class 8 contains 93629 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13244 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 95314 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48346 members 
Mstep: Class 25 contains 50984 members 
Mstep: Class 26 contains 88609 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236888.000000 Penalty: 75375.343750
Iteration 418Q: 35 clusters Score -1.022369e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 82378 members 
Mstep: Class 3 contains 84162 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28579 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49058 members 
Mstep: Class 8 contains 93630 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13240 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4656 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 95311 members 
Mstep: Class 21 contains 6406 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48345 members 
Mstep: Class 25 contains 50976 members 
Mstep: Class 26 contains 88591 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102236904.000000 Penalty: 75375.343750
Iteration 419Q: 35 clusters Score -1.022369e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 82470 members 
Mstep: Class 3 contains 84138 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28580 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49058 members 
Mstep: Class 8 contains 93630 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13238 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4654 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 95303 members 
Mstep: Class 21 contains 6406 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48345 members 
Mstep: Class 25 contains 50968 members 
Mstep: Class 26 contains 88579 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237016.000000 Penalty: 75375.343750
Iteration 420F: 35 clusters Score -1.02237e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 82581 members 
Mstep: Class 3 contains 84101 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28580 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49059 members 
Mstep: Class 8 contains 93631 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13235 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 95291 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48345 members 
Mstep: Class 25 contains 50954 members 
Mstep: Class 26 contains 88562 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237120.000000 Penalty: 75375.343750
Iteration 421Q: 35 clusters Score -1.022371e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 82689 members 
Mstep: Class 3 contains 84075 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49059 members 
Mstep: Class 8 contains 93636 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13233 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 95279 members 
Mstep: Class 21 contains 6404 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48345 members 
Mstep: Class 25 contains 50938 members 
Mstep: Class 26 contains 88548 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237248.000000 Penalty: 75375.343750
Iteration 422Q: 35 clusters Score -1.022372e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 82824 members 
Mstep: Class 3 contains 84040 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49059 members 
Mstep: Class 8 contains 93634 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13228 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 95268 members 
Mstep: Class 21 contains 6402 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48345 members 
Mstep: Class 25 contains 50921 members 
Mstep: Class 26 contains 88523 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237240.000000 Penalty: 75375.343750
Iteration 423Q: 35 clusters Score -1.022372e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 82946 members 
Mstep: Class 3 contains 84020 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49060 members 
Mstep: Class 8 contains 93633 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13225 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 95245 members 
Mstep: Class 21 contains 6400 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48346 members 
Mstep: Class 25 contains 50906 members 
Mstep: Class 26 contains 88493 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237504.000000 Penalty: 75375.343750
Iteration 424Q: 35 clusters Score -1.022375e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 83045 members 
Mstep: Class 3 contains 83996 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49060 members 
Mstep: Class 8 contains 93633 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13224 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 95221 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48345 members 
Mstep: Class 25 contains 50892 members 
Mstep: Class 26 contains 88478 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6991 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237328.000000 Penalty: 75375.343750
Iteration 425Q: 35 clusters Score -1.022373e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 83161 members 
Mstep: Class 3 contains 83991 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49060 members 
Mstep: Class 8 contains 93633 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13226 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10040 members 
Mstep: Class 20 contains 95199 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48345 members 
Mstep: Class 25 contains 50868 members 
Mstep: Class 26 contains 88465 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7505 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6991 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237512.000000 Penalty: 75375.343750
Iteration 426Q: 35 clusters Score -1.022375e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 83266 members 
Mstep: Class 3 contains 84028 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49063 members 
Mstep: Class 8 contains 93630 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13222 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10040 members 
Mstep: Class 20 contains 95170 members 
Mstep: Class 21 contains 6396 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 50841 members 
Mstep: Class 26 contains 88463 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7505 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6991 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237672.000000 Penalty: 75375.343750
Iteration 427Q: 35 clusters Score -1.022377e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 83355 members 
Mstep: Class 3 contains 84057 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28583 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49065 members 
Mstep: Class 8 contains 93626 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13218 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10041 members 
Mstep: Class 20 contains 95152 members 
Mstep: Class 21 contains 6394 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 50821 members 
Mstep: Class 26 contains 88473 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7505 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6991 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237552.000000 Penalty: 75375.343750
Iteration 428Q: 35 clusters Score -1.022376e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 83427 members 
Mstep: Class 3 contains 84054 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49068 members 
Mstep: Class 8 contains 93621 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13217 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10043 members 
Mstep: Class 20 contains 95132 members 
Mstep: Class 21 contains 6394 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48346 members 
Mstep: Class 25 contains 50811 members 
Mstep: Class 26 contains 88480 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7505 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6991 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 94006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237680.000000 Penalty: 75375.343750
Iteration 429Q: 35 clusters Score -1.022377e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 83478 members 
Mstep: Class 3 contains 84087 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49070 members 
Mstep: Class 8 contains 93619 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13216 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10044 members 
Mstep: Class 20 contains 95105 members 
Mstep: Class 21 contains 6393 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 50796 members 
Mstep: Class 26 contains 88502 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2012 members 
Mstep: Class 31 contains 6991 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237712.000000 Penalty: 75375.343750
Iteration 430Q: 35 clusters Score -1.022377e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 83515 members 
Mstep: Class 3 contains 84113 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49070 members 
Mstep: Class 8 contains 93614 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13215 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10045 members 
Mstep: Class 20 contains 95099 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 50783 members 
Mstep: Class 26 contains 88510 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6991 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237792.000000 Penalty: 75375.343750
Iteration 431Q: 35 clusters Score -1.022378e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 83537 members 
Mstep: Class 3 contains 84162 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49071 members 
Mstep: Class 8 contains 93614 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13215 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 95074 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48348 members 
Mstep: Class 25 contains 50781 members 
Mstep: Class 26 contains 88516 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237784.000000 Penalty: 75375.343750
Iteration 432Q: 35 clusters Score -1.022378e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 83537 members 
Mstep: Class 3 contains 84200 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28580 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49071 members 
Mstep: Class 8 contains 93616 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13215 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 95063 members 
Mstep: Class 21 contains 6393 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48346 members 
Mstep: Class 25 contains 50774 members 
Mstep: Class 26 contains 88537 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6990 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237776.000000 Penalty: 75375.343750
Iteration 433Q: 35 clusters Score -1.022378e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 83538 members 
Mstep: Class 3 contains 84238 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28579 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49071 members 
Mstep: Class 8 contains 93619 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13213 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10045 members 
Mstep: Class 20 contains 95055 members 
Mstep: Class 21 contains 6394 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 50775 members 
Mstep: Class 26 contains 88539 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6992 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237744.000000 Penalty: 75375.343750
Iteration 434Q: 35 clusters Score -1.022377e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 83558 members 
Mstep: Class 3 contains 84263 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49070 members 
Mstep: Class 8 contains 93624 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13209 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4608 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10045 members 
Mstep: Class 20 contains 95038 members 
Mstep: Class 21 contains 6393 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48341 members 
Mstep: Class 25 contains 50775 members 
Mstep: Class 26 contains 88542 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7504 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237864.000000 Penalty: 75375.343750
Iteration 435Q: 35 clusters Score -1.022379e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 83584 members 
Mstep: Class 3 contains 84288 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28582 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49069 members 
Mstep: Class 8 contains 93627 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13210 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10045 members 
Mstep: Class 20 contains 95016 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48339 members 
Mstep: Class 25 contains 50781 members 
Mstep: Class 26 contains 88546 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6995 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237776.000000 Penalty: 75375.343750
Iteration 436Q: 35 clusters Score -1.022378e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 83609 members 
Mstep: Class 3 contains 84330 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49066 members 
Mstep: Class 8 contains 93626 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13208 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10045 members 
Mstep: Class 20 contains 94993 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48341 members 
Mstep: Class 25 contains 50769 members 
Mstep: Class 26 contains 88534 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238008.000000 Penalty: 75375.343750
Iteration 437Q: 35 clusters Score -1.02238e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 83638 members 
Mstep: Class 3 contains 84362 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28583 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49066 members 
Mstep: Class 8 contains 93621 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13209 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 94974 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48343 members 
Mstep: Class 25 contains 50761 members 
Mstep: Class 26 contains 88527 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237976.000000 Penalty: 75375.343750
Iteration 438Q: 35 clusters Score -1.02238e+08 nChanged 402
Entering ConstructFrom: 
Score: -102237976.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (38965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Entering Unmasked Estep 
Score: -4730040.000000 Penalty: 1717.693115
	Iteration 0F: 2 clusters Score -4730040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4704075.500000 Penalty: 3435.386230
	Iteration 0F: 3 clusters Score -4704076 nChanged 18095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -4714104.500000 Penalty: 3435.386230
	Iteration 1F: 3 clusters Score -4714104 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4714537.500000 Penalty: 3435.386230
	Iteration 2Q: 3 clusters Score -4714538 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4714957.000000 Penalty: 3435.386230
	Iteration 3Q: 3 clusters Score -4714957 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -4715389.000000 Penalty: 3435.386230
	Iteration 4Q: 3 clusters Score -4715389 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -4716025.000000 Penalty: 3435.386230
	Iteration 5Q: 3 clusters Score -4716025 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -4716987.000000 Penalty: 3435.386230
	Iteration 6Q: 3 clusters Score -4716987 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4718495.000000 Penalty: 3435.386230
	Iteration 7F: 3 clusters Score -4718495 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4720722.500000 Penalty: 3435.386230
	Iteration 8F: 3 clusters Score -4720722 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4723390.500000 Penalty: 3435.386230
	Iteration 9F: 3 clusters Score -4723390 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -4725630.000000 Penalty: 3435.386230
	Iteration 10F: 3 clusters Score -4725630 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4726988.500000 Penalty: 3435.386230
	Iteration 11Q: 3 clusters Score -4726988 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -4727734.500000 Penalty: 3435.386230
	Iteration 12Q: 3 clusters Score -4727734 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -4728186.000000 Penalty: 3435.386230
	Iteration 13Q: 3 clusters Score -4728186 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -4728444.000000 Penalty: 3435.386230
	Iteration 14Q: 3 clusters Score -4728444 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -4728613.000000 Penalty: 3435.386230
	Iteration 15Q: 3 clusters Score -4728613 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4728732.500000 Penalty: 3435.386230
	Iteration 16Q: 3 clusters Score -4728732 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4728812.000000 Penalty: 3435.386230
	Iteration 17Q: 3 clusters Score -4728812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -4728884.500000 Penalty: 3435.386230
	Iteration 18Q: 3 clusters Score -4728884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -4728938.000000 Penalty: 3435.386230
	Iteration 19Q: 3 clusters Score -4728938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -4728999.000000 Penalty: 3435.386230
	Iteration 20F: 3 clusters Score -4728999 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4729042.500000 Penalty: 3435.386230
	Iteration 21Q: 3 clusters Score -4729042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -4729088.000000 Penalty: 3435.386230
	Iteration 22Q: 3 clusters Score -4729088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4729131.000000 Penalty: 3435.386230
	Iteration 23Q: 3 clusters Score -4729131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -4729176.500000 Penalty: 3435.386230
	Iteration 24Q: 3 clusters Score -4729176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -4729229.000000 Penalty: 3435.386230
	Iteration 25Q: 3 clusters Score -4729229 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4729276.000000 Penalty: 3435.386230
	Iteration 26Q: 3 clusters Score -4729276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4729326.000000 Penalty: 3435.386230
	Iteration 27Q: 3 clusters Score -4729326 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -4729367.000000 Penalty: 3435.386230
	Iteration 28Q: 3 clusters Score -4729367 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -4729412.500000 Penalty: 3435.386230
	Iteration 29Q: 3 clusters Score -4729412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -4729455.500000 Penalty: 3435.386230
	Iteration 30Q: 3 clusters Score -4729456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -4729511.000000 Penalty: 3435.386230
	Iteration 31Q: 3 clusters Score -4729511 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4729535.000000 Penalty: 3435.386230
	Iteration 32Q: 3 clusters Score -4729535 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4729569.000000 Penalty: 3435.386230
	Iteration 33Q: 3 clusters Score -4729569 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -4729586.000000 Penalty: 3435.386230
	Iteration 34Q: 3 clusters Score -4729586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -4729600.000000 Penalty: 3435.386230
	Iteration 35Q: 3 clusters Score -4729600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -4729605.500000 Penalty: 3435.386230
	Iteration 36Q: 3 clusters Score -4729606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -4729633.000000 Penalty: 3435.386230
	Iteration 37Q: 3 clusters Score -4729633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -4729644.500000 Penalty: 3435.386230
	Iteration 38Q: 3 clusters Score -4729644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4729656.500000 Penalty: 3435.386230
	Iteration 39Q: 3 clusters Score -4729656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4729719.000000 Penalty: 3435.386230
	Iteration 40F: 3 clusters Score -4729719 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -4729773.500000 Penalty: 3435.386230
	Iteration 41Q: 3 clusters Score -4729774 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4729833.000000 Penalty: 3435.386230
	Iteration 42Q: 3 clusters Score -4729833 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -4729888.000000 Penalty: 3435.386230
	Iteration 43Q: 3 clusters Score -4729888 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -4729919.500000 Penalty: 3435.386230
	Iteration 44Q: 3 clusters Score -4729920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -4729971.500000 Penalty: 3435.386230
	Iteration 45Q: 3 clusters Score -4729972 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4730003.000000 Penalty: 3435.386230
	Iteration 46Q: 3 clusters Score -4730003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4730028.500000 Penalty: 3435.386230
	Iteration 47Q: 3 clusters Score -4730028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4730035.500000 Penalty: 3435.386230
	Iteration 48Q: 3 clusters Score -4730036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4730049.500000 Penalty: 3435.386230
	Iteration 49Q: 3 clusters Score -4730050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4730054.000000 Penalty: 3435.386230
	Iteration 50Q: 3 clusters Score -4730054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4730058.000000 Penalty: 3435.386230
	Iteration 51Q: 3 clusters Score -4730058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4730058.500000 Penalty: 3435.386230
	Iteration 52Q: 3 clusters Score -4730058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -4730059.000000 Penalty: 3435.386230
	Iteration 53Q: 3 clusters Score -4730059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4730065.000000 Penalty: 3435.386230
	Iteration 54Q: 3 clusters Score -4730065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -4730071.500000 Penalty: 3435.386230
	Iteration 55Q: 3 clusters Score -4730072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -4730082.000000 Penalty: 3435.386230
	Iteration 56Q: 3 clusters Score -4730082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -4730087.500000 Penalty: 3435.386230
	Iteration 57Q: 3 clusters Score -4730088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -4730091.500000 Penalty: 3435.386230
	Iteration 58Q: 3 clusters Score -4730092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -4730091.500000 Penalty: 3435.386230
	Iteration 59Q: 3 clusters Score -4730092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -4730091.000000 Penalty: 3435.386230
	Iteration 60F: 3 clusters Score -4730091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4730084.000000 Penalty: 3435.386230
	Iteration 61Q: 3 clusters Score -4730084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4730088.000000 Penalty: 3435.386230
	Iteration 62Q: 3 clusters Score -4730088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -4730085.000000 Penalty: 3435.386230
	Iteration 63Q: 3 clusters Score -4730085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4730090.500000 Penalty: 3435.386230
	Iteration 64Q: 3 clusters Score -4730090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4730084.500000 Penalty: 3435.386230
	Iteration 65Q: 3 clusters Score -4730084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4730084.000000 Penalty: 3435.386230
	Iteration 66Q: 3 clusters Score -4730084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -4730082.500000 Penalty: 3435.386230
	Iteration 67Q: 3 clusters Score -4730082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -4730080.500000 Penalty: 3435.386230
	Iteration 68Q: 3 clusters Score -4730080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4730080.500000 Penalty: 3435.386230
	Iteration 69Q: 3 clusters Score -4730080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4730081.000000 Penalty: 3435.386230
	Iteration 70Q: 3 clusters Score -4730081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4730080.500000 Penalty: 3435.386230
	Iteration 71Q: 3 clusters Score -4730080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4730081.500000 Penalty: 3435.386230
	Iteration 72Q: 3 clusters Score -4730082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -4730085.000000 Penalty: 3435.386230
	Iteration 73Q: 3 clusters Score -4730085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4730084.500000 Penalty: 3435.386230
	Iteration 74Q: 3 clusters Score -4730084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -4730089.500000 Penalty: 3435.386230
	Iteration 75Q: 3 clusters Score -4730090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -4730094.500000 Penalty: 3435.386230
	Iteration 76Q: 3 clusters Score -4730094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4730098.500000 Penalty: 3435.386230
	Iteration 77Q: 3 clusters Score -4730098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4730098.500000 Penalty: 3435.386230
	Iteration 78Q: 3 clusters Score -4730098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -4730100.500000 Penalty: 3435.386230
	Iteration 79Q: 3 clusters Score -4730100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4730093.500000 Penalty: 3435.386230
	Iteration 80F: 3 clusters Score -4730094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4730095.500000 Penalty: 3435.386230
	Iteration 81Q: 3 clusters Score -4730096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -4730101.500000 Penalty: 3435.386230
	Iteration 82Q: 3 clusters Score -4730102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -4730098.500000 Penalty: 3435.386230
	Iteration 83Q: 3 clusters Score -4730098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -4730096.500000 Penalty: 3435.386230
	Iteration 84Q: 3 clusters Score -4730096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -4730096.500000 Penalty: 3435.386230
	Iteration 85F: 3 clusters Score -4730096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 83685 members 
Mstep: Class 3 contains 84389 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28584 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49063 members 
Mstep: Class 8 contains 93619 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94950 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 50755 members 
Mstep: Class 26 contains 88527 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6993 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93912 members 
Mstep: Class 35 contains 35646 members 
Entering Unmasked Estep 
Score: -102237544.000000 Penalty: 77592.265625
Splitting cluster 1 changes total score from -102237976.000000 to -102237544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (83685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83685 members 
Entering Unmasked Estep 
Score: -10457384.000000 Penalty: 1841.907471
	Iteration 0F: 2 clusters Score -1.045738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -10402258.000000 Penalty: 3683.814941
	Iteration 0F: 3 clusters Score -1.040226e+07 nChanged 39807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -10425021.000000 Penalty: 3683.814941
	Iteration 1F: 3 clusters Score -1.042502e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -10425611.000000 Penalty: 3683.814941
	Iteration 2Q: 3 clusters Score -1.042561e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -10426207.000000 Penalty: 3683.814941
	Iteration 3Q: 3 clusters Score -1.042621e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -10426939.000000 Penalty: 3683.814941
	Iteration 4Q: 3 clusters Score -1.042694e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -10428176.000000 Penalty: 3683.814941
	Iteration 5Q: 3 clusters Score -1.042818e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -10430111.000000 Penalty: 3683.814941
	Iteration 6Q: 3 clusters Score -1.043011e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -10433340.000000 Penalty: 3683.814941
	Iteration 7F: 3 clusters Score -1.043334e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -10437609.000000 Penalty: 3683.814941
	Iteration 8F: 3 clusters Score -1.043761e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -10441908.000000 Penalty: 3683.814941
	Iteration 9F: 3 clusters Score -1.044191e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -10445243.000000 Penalty: 3683.814941
	Iteration 10F: 3 clusters Score -1.044524e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -10446923.000000 Penalty: 3683.814941
	Iteration 11Q: 3 clusters Score -1.044692e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -10447685.000000 Penalty: 3683.814941
	Iteration 12Q: 3 clusters Score -1.044768e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -10448178.000000 Penalty: 3683.814941
	Iteration 13Q: 3 clusters Score -1.044818e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -10448587.000000 Penalty: 3683.814941
	Iteration 14Q: 3 clusters Score -1.044859e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -10448881.000000 Penalty: 3683.814941
	Iteration 15Q: 3 clusters Score -1.044888e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -10449306.000000 Penalty: 3683.814941
	Iteration 16Q: 3 clusters Score -1.044931e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -10449688.000000 Penalty: 3683.814941
	Iteration 17Q: 3 clusters Score -1.044969e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -10450103.000000 Penalty: 3683.814941
	Iteration 18Q: 3 clusters Score -1.04501e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -10450460.000000 Penalty: 3683.814941
	Iteration 19Q: 3 clusters Score -1.045046e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -10450718.000000 Penalty: 3683.814941
	Iteration 20F: 3 clusters Score -1.045072e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -10451026.000000 Penalty: 3683.814941
	Iteration 21Q: 3 clusters Score -1.045103e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -10451294.000000 Penalty: 3683.814941
	Iteration 22Q: 3 clusters Score -1.045129e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -10451562.000000 Penalty: 3683.814941
	Iteration 23Q: 3 clusters Score -1.045156e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 71198 members 
Entering Unmasked Estep 
Score: -10451797.000000 Penalty: 3683.814941
	Iteration 24Q: 3 clusters Score -1.04518e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -10451971.000000 Penalty: 3683.814941
	Iteration 25Q: 3 clusters Score -1.045197e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -10452206.000000 Penalty: 3683.814941
	Iteration 26Q: 3 clusters Score -1.045221e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -10452368.000000 Penalty: 3683.814941
	Iteration 27Q: 3 clusters Score -1.045237e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -10452554.000000 Penalty: 3683.814941
	Iteration 28Q: 3 clusters Score -1.045255e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -10452745.000000 Penalty: 3683.814941
	Iteration 29Q: 3 clusters Score -1.045274e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -10452916.000000 Penalty: 3683.814941
	Iteration 30Q: 3 clusters Score -1.045292e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 73628 members 
Entering Unmasked Estep 
Score: -10453068.000000 Penalty: 3683.814941
	Iteration 31Q: 3 clusters Score -1.045307e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -10453236.000000 Penalty: 3683.814941
	Iteration 32Q: 3 clusters Score -1.045324e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -10453422.000000 Penalty: 3683.814941
	Iteration 33Q: 3 clusters Score -1.045342e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -10453567.000000 Penalty: 3683.814941
	Iteration 34Q: 3 clusters Score -1.045357e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -10453735.000000 Penalty: 3683.814941
	Iteration 35Q: 3 clusters Score -1.045374e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -10453872.000000 Penalty: 3683.814941
	Iteration 36Q: 3 clusters Score -1.045387e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -10454010.000000 Penalty: 3683.814941
	Iteration 37Q: 3 clusters Score -1.045401e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -10454200.000000 Penalty: 3683.814941
	Iteration 38Q: 3 clusters Score -1.04542e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -10454373.000000 Penalty: 3683.814941
	Iteration 39Q: 3 clusters Score -1.045437e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
Score: -10454520.000000 Penalty: 3683.814941
	Iteration 40F: 3 clusters Score -1.045452e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -10454722.000000 Penalty: 3683.814941
	Iteration 41Q: 3 clusters Score -1.045472e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -10454945.000000 Penalty: 3683.814941
	Iteration 42Q: 3 clusters Score -1.045494e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -10455067.000000 Penalty: 3683.814941
	Iteration 43Q: 3 clusters Score -1.045507e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -10455189.000000 Penalty: 3683.814941
	Iteration 44Q: 3 clusters Score -1.045519e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -10455319.000000 Penalty: 3683.814941
	Iteration 45Q: 3 clusters Score -1.045532e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -10455433.000000 Penalty: 3683.814941
	Iteration 46Q: 3 clusters Score -1.045543e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -10455492.000000 Penalty: 3683.814941
	Iteration 47Q: 3 clusters Score -1.045549e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -10455508.000000 Penalty: 3683.814941
	Iteration 48Q: 3 clusters Score -1.045551e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -10455573.000000 Penalty: 3683.814941
	Iteration 49Q: 3 clusters Score -1.045557e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -10455680.000000 Penalty: 3683.814941
	Iteration 50Q: 3 clusters Score -1.045568e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -10455834.000000 Penalty: 3683.814941
	Iteration 51Q: 3 clusters Score -1.045583e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -10455933.000000 Penalty: 3683.814941
	Iteration 52Q: 3 clusters Score -1.045593e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -10456006.000000 Penalty: 3683.814941
	Iteration 53Q: 3 clusters Score -1.045601e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -10456000.000000 Penalty: 3683.814941
	Iteration 54Q: 3 clusters Score -1.0456e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -10456038.000000 Penalty: 3683.814941
	Iteration 55Q: 3 clusters Score -1.045604e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -10456096.000000 Penalty: 3683.814941
	Iteration 56Q: 3 clusters Score -1.04561e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -10456111.000000 Penalty: 3683.814941
	Iteration 57Q: 3 clusters Score -1.045611e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -10456122.000000 Penalty: 3683.814941
	Iteration 58Q: 3 clusters Score -1.045612e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -10456155.000000 Penalty: 3683.814941
	Iteration 59Q: 3 clusters Score -1.045616e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -10456149.000000 Penalty: 3683.814941
	Iteration 60F: 3 clusters Score -1.045615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
Score: -10456143.000000 Penalty: 3683.814941
	Iteration 61Q: 3 clusters Score -1.045614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -10456149.000000 Penalty: 3683.814941
	Iteration 62Q: 3 clusters Score -1.045615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -10456148.000000 Penalty: 3683.814941
	Iteration 63Q: 3 clusters Score -1.045615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 83090 members 
Entering Unmasked Estep 
Score: -10456135.000000 Penalty: 3683.814941
	Iteration 64Q: 3 clusters Score -1.045614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -10456155.000000 Penalty: 3683.814941
	Iteration 65Q: 3 clusters Score -1.045616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -10456150.000000 Penalty: 3683.814941
	Iteration 66Q: 3 clusters Score -1.045615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 83111 members 
Entering Unmasked Estep 
Score: -10456155.000000 Penalty: 3683.814941
	Iteration 67Q: 3 clusters Score -1.045616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -10456152.000000 Penalty: 3683.814941
	Iteration 68Q: 3 clusters Score -1.045615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -10456152.000000 Penalty: 3683.814941
	Iteration 69Q: 3 clusters Score -1.045615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -10456150.000000 Penalty: 3683.814941
	Iteration 70Q: 3 clusters Score -1.045615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -10456143.000000 Penalty: 3683.814941
	Iteration 71Q: 3 clusters Score -1.045614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -10456141.000000 Penalty: 3683.814941
	Iteration 72Q: 3 clusters Score -1.045614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -10456150.000000 Penalty: 3683.814941
	Iteration 73Q: 3 clusters Score -1.045615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -10456148.000000 Penalty: 3683.814941
	Iteration 74Q: 3 clusters Score -1.045615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -10456140.000000 Penalty: 3683.814941
	Iteration 75Q: 3 clusters Score -1.045614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 83158 members 
Entering Unmasked Estep 
Score: -10456129.000000 Penalty: 3683.814941
	Iteration 76Q: 3 clusters Score -1.045613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -10456132.000000 Penalty: 3683.814941
	Iteration 77Q: 3 clusters Score -1.045613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -10456128.000000 Penalty: 3683.814941
	Iteration 78Q: 3 clusters Score -1.045613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -10456129.000000 Penalty: 3683.814941
	Iteration 79Q: 3 clusters Score -1.045613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -10456135.000000 Penalty: 3683.814941
	Iteration 80F: 3 clusters Score -1.045614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -10456136.000000 Penalty: 3683.814941
	Iteration 81Q: 3 clusters Score -1.045614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -10456124.000000 Penalty: 3683.814941
	Iteration 82Q: 3 clusters Score -1.045612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -10456118.000000 Penalty: 3683.814941
	Iteration 83Q: 3 clusters Score -1.045612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -10456118.000000 Penalty: 3683.814941
	Iteration 84Q: 3 clusters Score -1.045612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -10456118.000000 Penalty: 3683.814941
	Iteration 85F: 3 clusters Score -1.045612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Entering Unmasked Estep 
Score: -10572169.000000 Penalty: 1843.268677
	Iteration 0F: 2 clusters Score -1.057217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -10517854.000000 Penalty: 3686.537354
	Iteration 0F: 3 clusters Score -1.051785e+07 nChanged 39946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -10540810.000000 Penalty: 3686.537354
	Iteration 1F: 3 clusters Score -1.054081e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -10541490.000000 Penalty: 3686.537354
	Iteration 2Q: 3 clusters Score -1.054149e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -10542258.000000 Penalty: 3686.537354
	Iteration 3Q: 3 clusters Score -1.054226e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -10543405.000000 Penalty: 3686.537354
	Iteration 4Q: 3 clusters Score -1.05434e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -10545241.000000 Penalty: 3686.537354
	Iteration 5Q: 3 clusters Score -1.054524e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -10548273.000000 Penalty: 3686.537354
	Iteration 6F: 3 clusters Score -1.054827e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -10552707.000000 Penalty: 3686.537354
	Iteration 7F: 3 clusters Score -1.055271e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -10557427.000000 Penalty: 3686.537354
	Iteration 8F: 3 clusters Score -1.055743e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -10561236.000000 Penalty: 3686.537354
	Iteration 9F: 3 clusters Score -1.056124e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -10563740.000000 Penalty: 3686.537354
	Iteration 10Q: 3 clusters Score -1.056374e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -10565258.000000 Penalty: 3686.537354
	Iteration 11Q: 3 clusters Score -1.056526e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -10566235.000000 Penalty: 3686.537354
	Iteration 12Q: 3 clusters Score -1.056624e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -10566997.000000 Penalty: 3686.537354
	Iteration 13Q: 3 clusters Score -1.0567e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -10567669.000000 Penalty: 3686.537354
	Iteration 14Q: 3 clusters Score -1.056767e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -10568244.000000 Penalty: 3686.537354
	Iteration 15Q: 3 clusters Score -1.056824e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -10568724.000000 Penalty: 3686.537354
	Iteration 16Q: 3 clusters Score -1.056872e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -10569123.000000 Penalty: 3686.537354
	Iteration 17Q: 3 clusters Score -1.056912e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -10569481.000000 Penalty: 3686.537354
	Iteration 18Q: 3 clusters Score -1.056948e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 80191 members 
Entering Unmasked Estep 
Score: -10569805.000000 Penalty: 3686.537354
	Iteration 19Q: 3 clusters Score -1.05698e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -10570132.000000 Penalty: 3686.537354
	Iteration 20F: 3 clusters Score -1.057013e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -10570387.000000 Penalty: 3686.537354
	Iteration 21Q: 3 clusters Score -1.057039e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -10570524.000000 Penalty: 3686.537354
	Iteration 22Q: 3 clusters Score -1.057052e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -10570650.000000 Penalty: 3686.537354
	Iteration 23Q: 3 clusters Score -1.057065e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 82224 members 
Entering Unmasked Estep 
Score: -10570674.000000 Penalty: 3686.537354
	Iteration 24Q: 3 clusters Score -1.057067e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 82423 members 
Entering Unmasked Estep 
Score: -10570709.000000 Penalty: 3686.537354
	Iteration 25Q: 3 clusters Score -1.057071e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -10570722.000000 Penalty: 3686.537354
	Iteration 26Q: 3 clusters Score -1.057072e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -10570706.000000 Penalty: 3686.537354
	Iteration 27Q: 3 clusters Score -1.057071e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -10570722.000000 Penalty: 3686.537354
	Iteration 28Q: 3 clusters Score -1.057072e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 83012 members 
Entering Unmasked Estep 
Score: -10570740.000000 Penalty: 3686.537354
	Iteration 29Q: 3 clusters Score -1.057074e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -10570751.000000 Penalty: 3686.537354
	Iteration 30Q: 3 clusters Score -1.057075e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 83192 members 
Entering Unmasked Estep 
Score: -10570773.000000 Penalty: 3686.537354
	Iteration 31Q: 3 clusters Score -1.057077e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -10570798.000000 Penalty: 3686.537354
	Iteration 32Q: 3 clusters Score -1.05708e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -10570800.000000 Penalty: 3686.537354
	Iteration 33Q: 3 clusters Score -1.05708e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -10570813.000000 Penalty: 3686.537354
	Iteration 34Q: 3 clusters Score -1.057081e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -10570809.000000 Penalty: 3686.537354
	Iteration 35Q: 3 clusters Score -1.057081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -10570828.000000 Penalty: 3686.537354
	Iteration 36Q: 3 clusters Score -1.057083e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 83437 members 
Entering Unmasked Estep 
Score: -10570830.000000 Penalty: 3686.537354
	Iteration 37Q: 3 clusters Score -1.057083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 83452 members 
Entering Unmasked Estep 
Score: -10570835.000000 Penalty: 3686.537354
	Iteration 38Q: 3 clusters Score -1.057084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -10570838.000000 Penalty: 3686.537354
	Iteration 39Q: 3 clusters Score -1.057084e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -10570832.000000 Penalty: 3686.537354
	Iteration 40F: 3 clusters Score -1.057083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -10570831.000000 Penalty: 3686.537354
	Iteration 41Q: 3 clusters Score -1.057083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 83515 members 
Entering Unmasked Estep 
Score: -10570839.000000 Penalty: 3686.537354
	Iteration 42Q: 3 clusters Score -1.057084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -10570829.000000 Penalty: 3686.537354
	Iteration 43Q: 3 clusters Score -1.057083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -10570833.000000 Penalty: 3686.537354
	Iteration 44Q: 3 clusters Score -1.057083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -10570826.000000 Penalty: 3686.537354
	Iteration 45Q: 3 clusters Score -1.057083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 83563 members 
Entering Unmasked Estep 
Score: -10570825.000000 Penalty: 3686.537354
	Iteration 46Q: 3 clusters Score -1.057082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 83574 members 
Entering Unmasked Estep 
Score: -10570848.000000 Penalty: 3686.537354
	Iteration 47Q: 3 clusters Score -1.057085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -10570839.000000 Penalty: 3686.537354
	Iteration 48Q: 3 clusters Score -1.057084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -10570838.000000 Penalty: 3686.537354
	Iteration 49Q: 3 clusters Score -1.057084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -10570832.000000 Penalty: 3686.537354
	Iteration 50Q: 3 clusters Score -1.057083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -10570839.000000 Penalty: 3686.537354
	Iteration 51Q: 3 clusters Score -1.057084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -10570839.000000 Penalty: 3686.537354
	Iteration 52F: 3 clusters Score -1.057084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -239552.687500 Penalty: 1241.676147
	Iteration 0F: 2 clusters Score -239552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237450.812500 Penalty: 2483.352295
	Iteration 0F: 3 clusters Score -237450.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -238045.921875 Penalty: 2483.352295
	Iteration 1F: 3 clusters Score -238045.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -238269.265625 Penalty: 2483.352295
	Iteration 2F: 3 clusters Score -238269.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -238408.843750 Penalty: 2483.352295
	Iteration 3F: 3 clusters Score -238408.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -238515.781250 Penalty: 2483.352295
	Iteration 4Q: 3 clusters Score -238515.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -238604.921875 Penalty: 2483.352295
	Iteration 5Q: 3 clusters Score -238604.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -238670.234375 Penalty: 2483.352295
	Iteration 6Q: 3 clusters Score -238670.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -238727.312500 Penalty: 2483.352295
	Iteration 7Q: 3 clusters Score -238727.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -238781.375000 Penalty: 2483.352295
	Iteration 8Q: 3 clusters Score -238781.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -238832.000000 Penalty: 2483.352295
	Iteration 9Q: 3 clusters Score -238832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -238887.625000 Penalty: 2483.352295
	Iteration 10Q: 3 clusters Score -238887.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -238931.578125 Penalty: 2483.352295
	Iteration 11Q: 3 clusters Score -238931.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238964.843750 Penalty: 2483.352295
	Iteration 12Q: 3 clusters Score -238964.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -239001.984375 Penalty: 2483.352295
	Iteration 13Q: 3 clusters Score -239002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -239037.734375 Penalty: 2483.352295
	Iteration 14Q: 3 clusters Score -239037.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -239066.000000 Penalty: 2483.352295
	Iteration 15Q: 3 clusters Score -239066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -239076.312500 Penalty: 2483.352295
	Iteration 16Q: 3 clusters Score -239076.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -239082.093750 Penalty: 2483.352295
	Iteration 17Q: 3 clusters Score -239082.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -239085.890625 Penalty: 2483.352295
	Iteration 18Q: 3 clusters Score -239085.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -239086.750000 Penalty: 2483.352295
	Iteration 19Q: 3 clusters Score -239086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -239087.312500 Penalty: 2483.352295
	Iteration 20F: 3 clusters Score -239087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -239089.218750 Penalty: 2483.352295
	Iteration 21Q: 3 clusters Score -239089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -239090.718750 Penalty: 2483.352295
	Iteration 22Q: 3 clusters Score -239090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -239095.625000 Penalty: 2483.352295
	Iteration 23Q: 3 clusters Score -239095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -239096.875000 Penalty: 2483.352295
	Iteration 24Q: 3 clusters Score -239096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -239097.921875 Penalty: 2483.352295
	Iteration 25Q: 3 clusters Score -239097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -239097.671875 Penalty: 2483.352295
	Iteration 26Q: 3 clusters Score -239097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -239098.125000 Penalty: 2483.352295
	Iteration 27Q: 3 clusters Score -239098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -239098.125000 Penalty: 2483.352295
	Iteration 28F: 3 clusters Score -239098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Entering Unmasked Estep 
Score: -3534940.250000 Penalty: 1667.347778
	Iteration 0F: 2 clusters Score -3534940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3515620.250000 Penalty: 3334.695557
	Iteration 0F: 3 clusters Score -3515620 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3523049.500000 Penalty: 3334.695557
	Iteration 1F: 3 clusters Score -3523050 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3523651.750000 Penalty: 3334.695557
	Iteration 2Q: 3 clusters Score -3523652 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3524461.750000 Penalty: 3334.695557
	Iteration 3F: 3 clusters Score -3524462 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3525590.000000 Penalty: 3334.695557
	Iteration 4F: 3 clusters Score -3525590 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -3527197.250000 Penalty: 3334.695557
	Iteration 5F: 3 clusters Score -3527197 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3529079.750000 Penalty: 3334.695557
	Iteration 6F: 3 clusters Score -3529080 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3530725.500000 Penalty: 3334.695557
	Iteration 7F: 3 clusters Score -3530726 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3531779.000000 Penalty: 3334.695557
	Iteration 8Q: 3 clusters Score -3531779 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3532260.500000 Penalty: 3334.695557
	Iteration 9Q: 3 clusters Score -3532260 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3532508.500000 Penalty: 3334.695557
	Iteration 10Q: 3 clusters Score -3532508 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3532676.250000 Penalty: 3334.695557
	Iteration 11Q: 3 clusters Score -3532676 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3532798.500000 Penalty: 3334.695557
	Iteration 12Q: 3 clusters Score -3532798 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3532930.250000 Penalty: 3334.695557
	Iteration 13Q: 3 clusters Score -3532930 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3533052.500000 Penalty: 3334.695557
	Iteration 14Q: 3 clusters Score -3533052 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3533164.250000 Penalty: 3334.695557
	Iteration 15Q: 3 clusters Score -3533164 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3533272.000000 Penalty: 3334.695557
	Iteration 16Q: 3 clusters Score -3533272 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3533378.500000 Penalty: 3334.695557
	Iteration 17Q: 3 clusters Score -3533378 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3533462.750000 Penalty: 3334.695557
	Iteration 18Q: 3 clusters Score -3533463 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3533520.500000 Penalty: 3334.695557
	Iteration 19Q: 3 clusters Score -3533520 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3533602.250000 Penalty: 3334.695557
	Iteration 20F: 3 clusters Score -3533602 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3533650.500000 Penalty: 3334.695557
	Iteration 21Q: 3 clusters Score -3533650 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3533696.750000 Penalty: 3334.695557
	Iteration 22Q: 3 clusters Score -3533697 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3533723.000000 Penalty: 3334.695557
	Iteration 23Q: 3 clusters Score -3533723 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3533738.750000 Penalty: 3334.695557
	Iteration 24Q: 3 clusters Score -3533739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3533765.250000 Penalty: 3334.695557
	Iteration 25Q: 3 clusters Score -3533765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3533792.000000 Penalty: 3334.695557
	Iteration 26Q: 3 clusters Score -3533792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3533804.250000 Penalty: 3334.695557
	Iteration 27Q: 3 clusters Score -3533804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3533816.250000 Penalty: 3334.695557
	Iteration 28Q: 3 clusters Score -3533816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -3533832.000000 Penalty: 3334.695557
	Iteration 29Q: 3 clusters Score -3533832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3533839.500000 Penalty: 3334.695557
	Iteration 30Q: 3 clusters Score -3533840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3533855.500000 Penalty: 3334.695557
	Iteration 31Q: 3 clusters Score -3533856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3533862.500000 Penalty: 3334.695557
	Iteration 32Q: 3 clusters Score -3533862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3533871.000000 Penalty: 3334.695557
	Iteration 33Q: 3 clusters Score -3533871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3533874.500000 Penalty: 3334.695557
	Iteration 34Q: 3 clusters Score -3533874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3533881.500000 Penalty: 3334.695557
	Iteration 35Q: 3 clusters Score -3533882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3533887.250000 Penalty: 3334.695557
	Iteration 36Q: 3 clusters Score -3533887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3533885.000000 Penalty: 3334.695557
	Iteration 37Q: 3 clusters Score -3533885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3533885.500000 Penalty: 3334.695557
	Iteration 38Q: 3 clusters Score -3533886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3533886.000000 Penalty: 3334.695557
	Iteration 39Q: 3 clusters Score -3533886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3533889.500000 Penalty: 3334.695557
	Iteration 40F: 3 clusters Score -3533890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3533891.750000 Penalty: 3334.695557
	Iteration 41Q: 3 clusters Score -3533892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3533893.500000 Penalty: 3334.695557
	Iteration 42Q: 3 clusters Score -3533894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3533895.250000 Penalty: 3334.695557
	Iteration 43Q: 3 clusters Score -3533895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3533894.500000 Penalty: 3334.695557
	Iteration 44Q: 3 clusters Score -3533894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3533898.250000 Penalty: 3334.695557
	Iteration 45Q: 3 clusters Score -3533898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3533901.000000 Penalty: 3334.695557
	Iteration 46Q: 3 clusters Score -3533901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3533893.750000 Penalty: 3334.695557
	Iteration 47Q: 3 clusters Score -3533894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3533906.500000 Penalty: 3334.695557
	Iteration 48Q: 3 clusters Score -3533906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3533903.250000 Penalty: 3334.695557
	Iteration 49Q: 3 clusters Score -3533903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3533906.250000 Penalty: 3334.695557
	Iteration 50Q: 3 clusters Score -3533906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3533902.500000 Penalty: 3334.695557
	Iteration 51Q: 3 clusters Score -3533902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3533902.250000 Penalty: 3334.695557
	Iteration 52Q: 3 clusters Score -3533902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3533901.500000 Penalty: 3334.695557
	Iteration 53Q: 3 clusters Score -3533902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3533901.500000 Penalty: 3334.695557
	Iteration 54Q: 3 clusters Score -3533902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3533900.000000 Penalty: 3334.695557
	Iteration 55Q: 3 clusters Score -3533900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3533905.500000 Penalty: 3334.695557
	Iteration 56Q: 3 clusters Score -3533906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3533906.500000 Penalty: 3334.695557
	Iteration 57Q: 3 clusters Score -3533906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3533906.250000 Penalty: 3334.695557
	Iteration 58Q: 3 clusters Score -3533906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3533908.750000 Penalty: 3334.695557
	Iteration 59Q: 3 clusters Score -3533909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3533908.250000 Penalty: 3334.695557
	Iteration 60F: 3 clusters Score -3533908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3533907.750000 Penalty: 3334.695557
	Iteration 61Q: 3 clusters Score -3533908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3533909.500000 Penalty: 3334.695557
	Iteration 62Q: 3 clusters Score -3533910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3533912.750000 Penalty: 3334.695557
	Iteration 63Q: 3 clusters Score -3533913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3533916.750000 Penalty: 3334.695557
	Iteration 64Q: 3 clusters Score -3533917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -3533917.000000 Penalty: 3334.695557
	Iteration 65Q: 3 clusters Score -3533917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3533916.750000 Penalty: 3334.695557
	Iteration 66Q: 3 clusters Score -3533917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3533917.000000 Penalty: 3334.695557
	Iteration 67Q: 3 clusters Score -3533917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3533916.250000 Penalty: 3334.695557
	Iteration 68Q: 3 clusters Score -3533916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3533916.750000 Penalty: 3334.695557
	Iteration 69Q: 3 clusters Score -3533917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3533914.500000 Penalty: 3334.695557
	Iteration 70Q: 3 clusters Score -3533914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3533915.000000 Penalty: 3334.695557
	Iteration 71Q: 3 clusters Score -3533915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3533915.000000 Penalty: 3334.695557
	Iteration 72Q: 3 clusters Score -3533915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3533916.750000 Penalty: 3334.695557
	Iteration 73Q: 3 clusters Score -3533917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3533917.750000 Penalty: 3334.695557
	Iteration 74Q: 3 clusters Score -3533918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3533914.750000 Penalty: 3334.695557
	Iteration 75Q: 3 clusters Score -3533915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3533920.000000 Penalty: 3334.695557
	Iteration 76Q: 3 clusters Score -3533920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3533914.500000 Penalty: 3334.695557
	Iteration 77Q: 3 clusters Score -3533914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3533915.750000 Penalty: 3334.695557
	Iteration 78Q: 3 clusters Score -3533916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -3533922.250000 Penalty: 3334.695557
	Iteration 79Q: 3 clusters Score -3533922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3533917.500000 Penalty: 3334.695557
	Iteration 80F: 3 clusters Score -3533918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3533918.000000 Penalty: 3334.695557
	Iteration 81Q: 3 clusters Score -3533918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3533921.500000 Penalty: 3334.695557
	Iteration 82Q: 3 clusters Score -3533922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3533921.250000 Penalty: 3334.695557
	Iteration 83Q: 3 clusters Score -3533921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3533922.750000 Penalty: 3334.695557
	Iteration 84Q: 3 clusters Score -3533923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3533922.750000 Penalty: 3334.695557
	Iteration 85Q: 3 clusters Score -3533923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3533918.000000 Penalty: 3334.695557
	Iteration 86Q: 3 clusters Score -3533918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3533920.750000 Penalty: 3334.695557
	Iteration 87Q: 3 clusters Score -3533921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3533921.250000 Penalty: 3334.695557
	Iteration 88Q: 3 clusters Score -3533921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3533924.250000 Penalty: 3334.695557
	Iteration 89Q: 3 clusters Score -3533924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -3533925.750000 Penalty: 3334.695557
	Iteration 90Q: 3 clusters Score -3533926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3533930.500000 Penalty: 3334.695557
	Iteration 91Q: 3 clusters Score -3533930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3533932.500000 Penalty: 3334.695557
	Iteration 92Q: 3 clusters Score -3533932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3533927.750000 Penalty: 3334.695557
	Iteration 93Q: 3 clusters Score -3533928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3533928.750000 Penalty: 3334.695557
	Iteration 94Q: 3 clusters Score -3533929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3533934.500000 Penalty: 3334.695557
	Iteration 95Q: 3 clusters Score -3533934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -3533935.000000 Penalty: 3334.695557
	Iteration 96Q: 3 clusters Score -3533935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3533933.000000 Penalty: 3334.695557
	Iteration 97Q: 3 clusters Score -3533933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3533935.750000 Penalty: 3334.695557
	Iteration 98Q: 3 clusters Score -3533936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3533940.750000 Penalty: 3334.695557
	Iteration 99Q: 3 clusters Score -3533941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3533938.250000 Penalty: 3334.695557
	Iteration 100F: 3 clusters Score -3533938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3533938.000000 Penalty: 3334.695557
	Iteration 101Q: 3 clusters Score -3533938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3533938.000000 Penalty: 3334.695557
	Iteration 102F: 3 clusters Score -3533938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Entering Unmasked Estep 
Score: -324768.906250 Penalty: 1288.307495
	Iteration 0F: 2 clusters Score -324768.9 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 1419 members 
Entering Unmasked Estep 
Score: -322186.750000 Penalty: 2576.614990
	Iteration 0F: 3 clusters Score -322186.8 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -322815.093750 Penalty: 2576.614990
	Iteration 1F: 3 clusters Score -322815.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -323053.375000 Penalty: 2576.614990
	Iteration 2F: 3 clusters Score -323053.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -323304.187500 Penalty: 2576.614990
	Iteration 3F: 3 clusters Score -323304.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -323592.000000 Penalty: 2576.614990
	Iteration 4F: 3 clusters Score -323592 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -323832.968750 Penalty: 2576.614990
	Iteration 5F: 3 clusters Score -323833 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -324035.812500 Penalty: 2576.614990
	Iteration 6F: 3 clusters Score -324035.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -324172.437500 Penalty: 2576.614990
	Iteration 7Q: 3 clusters Score -324172.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -324248.656250 Penalty: 2576.614990
	Iteration 8Q: 3 clusters Score -324248.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -324293.718750 Penalty: 2576.614990
	Iteration 9Q: 3 clusters Score -324293.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -324328.281250 Penalty: 2576.614990
	Iteration 10Q: 3 clusters Score -324328.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -324353.875000 Penalty: 2576.614990
	Iteration 11Q: 3 clusters Score -324353.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -324367.062500 Penalty: 2576.614990
	Iteration 12Q: 3 clusters Score -324367.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -324377.937500 Penalty: 2576.614990
	Iteration 13Q: 3 clusters Score -324377.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -324388.187500 Penalty: 2576.614990
	Iteration 14Q: 3 clusters Score -324388.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -324395.000000 Penalty: 2576.614990
	Iteration 15Q: 3 clusters Score -324395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -324400.093750 Penalty: 2576.614990
	Iteration 16Q: 3 clusters Score -324400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -324403.593750 Penalty: 2576.614990
	Iteration 17Q: 3 clusters Score -324403.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -324407.625000 Penalty: 2576.614990
	Iteration 18Q: 3 clusters Score -324407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -324409.343750 Penalty: 2576.614990
	Iteration 19Q: 3 clusters Score -324409.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -324409.437500 Penalty: 2576.614990
	Iteration 20F: 3 clusters Score -324409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -324409.875000 Penalty: 2576.614990
	Iteration 21Q: 3 clusters Score -324409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -324411.156250 Penalty: 2576.614990
	Iteration 22Q: 3 clusters Score -324411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -324411.843750 Penalty: 2576.614990
	Iteration 23Q: 3 clusters Score -324411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -324412.437500 Penalty: 2576.614990
	Iteration 24Q: 3 clusters Score -324412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -324414.375000 Penalty: 2576.614990
	Iteration 25Q: 3 clusters Score -324414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -324417.312500 Penalty: 2576.614990
	Iteration 26Q: 3 clusters Score -324417.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -324421.500000 Penalty: 2576.614990
	Iteration 27Q: 3 clusters Score -324421.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -324422.812500 Penalty: 2576.614990
	Iteration 28Q: 3 clusters Score -324422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -324423.781250 Penalty: 2576.614990
	Iteration 29Q: 3 clusters Score -324423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -324423.562500 Penalty: 2576.614990
	Iteration 30Q: 3 clusters Score -324423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -324423.562500 Penalty: 2576.614990
	Iteration 31F: 3 clusters Score -324423.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Entering Unmasked Estep 
Score: -6224816.500000 Penalty: 1755.139771
	Iteration 0F: 2 clusters Score -6224816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -6192401.000000 Penalty: 3510.279541
	Iteration 0F: 3 clusters Score -6192401 nChanged 22993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -6205500.500000 Penalty: 3510.279541
	Iteration 1F: 3 clusters Score -6205500 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -6206133.000000 Penalty: 3510.279541
	Iteration 2Q: 3 clusters Score -6206133 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -6206740.500000 Penalty: 3510.279541
	Iteration 3Q: 3 clusters Score -6206740 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -6207745.000000 Penalty: 3510.279541
	Iteration 4Q: 3 clusters Score -6207745 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -6209176.000000 Penalty: 3510.279541
	Iteration 5Q: 3 clusters Score -6209176 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -6211386.000000 Penalty: 3510.279541
	Iteration 6F: 3 clusters Score -6211386 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -6214336.000000 Penalty: 3510.279541
	Iteration 7F: 3 clusters Score -6214336 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -6217184.500000 Penalty: 3510.279541
	Iteration 8F: 3 clusters Score -6217184 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -6218856.000000 Penalty: 3510.279541
	Iteration 9F: 3 clusters Score -6218856 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -6219534.000000 Penalty: 3510.279541
	Iteration 10Q: 3 clusters Score -6219534 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -6219826.000000 Penalty: 3510.279541
	Iteration 11Q: 3 clusters Score -6219826 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -6219987.500000 Penalty: 3510.279541
	Iteration 12Q: 3 clusters Score -6219988 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -6220106.000000 Penalty: 3510.279541
	Iteration 13Q: 3 clusters Score -6220106 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -6220288.500000 Penalty: 3510.279541
	Iteration 14Q: 3 clusters Score -6220288 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -6220410.000000 Penalty: 3510.279541
	Iteration 15Q: 3 clusters Score -6220410 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -6220588.000000 Penalty: 3510.279541
	Iteration 16Q: 3 clusters Score -6220588 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -6220701.500000 Penalty: 3510.279541
	Iteration 17Q: 3 clusters Score -6220702 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -6220867.000000 Penalty: 3510.279541
	Iteration 18Q: 3 clusters Score -6220867 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -6221021.000000 Penalty: 3510.279541
	Iteration 19Q: 3 clusters Score -6221021 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -6221173.000000 Penalty: 3510.279541
	Iteration 20F: 3 clusters Score -6221173 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -6221303.500000 Penalty: 3510.279541
	Iteration 21Q: 3 clusters Score -6221304 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -6221423.500000 Penalty: 3510.279541
	Iteration 22Q: 3 clusters Score -6221424 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -6221527.500000 Penalty: 3510.279541
	Iteration 23Q: 3 clusters Score -6221528 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -6221623.500000 Penalty: 3510.279541
	Iteration 24Q: 3 clusters Score -6221624 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -6221730.500000 Penalty: 3510.279541
	Iteration 25Q: 3 clusters Score -6221730 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -6221814.500000 Penalty: 3510.279541
	Iteration 26Q: 3 clusters Score -6221814 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -6221926.500000 Penalty: 3510.279541
	Iteration 27Q: 3 clusters Score -6221926 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -6222076.500000 Penalty: 3510.279541
	Iteration 28Q: 3 clusters Score -6222076 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -6222196.000000 Penalty: 3510.279541
	Iteration 29Q: 3 clusters Score -6222196 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -6222289.000000 Penalty: 3510.279541
	Iteration 30Q: 3 clusters Score -6222289 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -6222397.000000 Penalty: 3510.279541
	Iteration 31Q: 3 clusters Score -6222397 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -6222463.000000 Penalty: 3510.279541
	Iteration 32Q: 3 clusters Score -6222463 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -6222542.000000 Penalty: 3510.279541
	Iteration 33Q: 3 clusters Score -6222542 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -6222619.500000 Penalty: 3510.279541
	Iteration 34Q: 3 clusters Score -6222620 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -6222682.500000 Penalty: 3510.279541
	Iteration 35Q: 3 clusters Score -6222682 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -6222759.000000 Penalty: 3510.279541
	Iteration 36Q: 3 clusters Score -6222759 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -6222831.000000 Penalty: 3510.279541
	Iteration 37Q: 3 clusters Score -6222831 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -6222885.500000 Penalty: 3510.279541
	Iteration 38Q: 3 clusters Score -6222886 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -6222932.500000 Penalty: 3510.279541
	Iteration 39Q: 3 clusters Score -6222932 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -6222972.000000 Penalty: 3510.279541
	Iteration 40F: 3 clusters Score -6222972 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -6223026.000000 Penalty: 3510.279541
	Iteration 41Q: 3 clusters Score -6223026 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -6223075.500000 Penalty: 3510.279541
	Iteration 42Q: 3 clusters Score -6223076 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -6223118.500000 Penalty: 3510.279541
	Iteration 43Q: 3 clusters Score -6223118 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -6223126.000000 Penalty: 3510.279541
	Iteration 44Q: 3 clusters Score -6223126 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -6223166.000000 Penalty: 3510.279541
	Iteration 45Q: 3 clusters Score -6223166 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -6223211.000000 Penalty: 3510.279541
	Iteration 46Q: 3 clusters Score -6223211 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -6223246.500000 Penalty: 3510.279541
	Iteration 47Q: 3 clusters Score -6223246 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -6223286.000000 Penalty: 3510.279541
	Iteration 48Q: 3 clusters Score -6223286 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -6223320.500000 Penalty: 3510.279541
	Iteration 49Q: 3 clusters Score -6223320 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -6223350.000000 Penalty: 3510.279541
	Iteration 50Q: 3 clusters Score -6223350 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -6223366.500000 Penalty: 3510.279541
	Iteration 51Q: 3 clusters Score -6223366 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -6223374.500000 Penalty: 3510.279541
	Iteration 52Q: 3 clusters Score -6223374 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -6223404.500000 Penalty: 3510.279541
	Iteration 53Q: 3 clusters Score -6223404 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -6223430.500000 Penalty: 3510.279541
	Iteration 54Q: 3 clusters Score -6223430 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -6223450.500000 Penalty: 3510.279541
	Iteration 55Q: 3 clusters Score -6223450 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -6223453.500000 Penalty: 3510.279541
	Iteration 56Q: 3 clusters Score -6223454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -6223472.500000 Penalty: 3510.279541
	Iteration 57Q: 3 clusters Score -6223472 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6223473.000000 Penalty: 3510.279541
	Iteration 58Q: 3 clusters Score -6223473 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -6223496.500000 Penalty: 3510.279541
	Iteration 59Q: 3 clusters Score -6223496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -6223506.500000 Penalty: 3510.279541
	Iteration 60F: 3 clusters Score -6223506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -6223538.500000 Penalty: 3510.279541
	Iteration 61Q: 3 clusters Score -6223538 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -6223566.500000 Penalty: 3510.279541
	Iteration 62Q: 3 clusters Score -6223566 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -6223582.000000 Penalty: 3510.279541
	Iteration 63Q: 3 clusters Score -6223582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -6223613.000000 Penalty: 3510.279541
	Iteration 64Q: 3 clusters Score -6223613 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -6223624.000000 Penalty: 3510.279541
	Iteration 65Q: 3 clusters Score -6223624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -6223638.000000 Penalty: 3510.279541
	Iteration 66Q: 3 clusters Score -6223638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -6223643.500000 Penalty: 3510.279541
	Iteration 67Q: 3 clusters Score -6223644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -6223639.500000 Penalty: 3510.279541
	Iteration 68Q: 3 clusters Score -6223640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -6223624.500000 Penalty: 3510.279541
	Iteration 69Q: 3 clusters Score -6223624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -6223621.000000 Penalty: 3510.279541
	Iteration 70Q: 3 clusters Score -6223621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -6223631.000000 Penalty: 3510.279541
	Iteration 71Q: 3 clusters Score -6223631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -6223629.000000 Penalty: 3510.279541
	Iteration 72Q: 3 clusters Score -6223629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -6223622.000000 Penalty: 3510.279541
	Iteration 73Q: 3 clusters Score -6223622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -6223615.000000 Penalty: 3510.279541
	Iteration 74Q: 3 clusters Score -6223615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -6223622.000000 Penalty: 3510.279541
	Iteration 75Q: 3 clusters Score -6223622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -6223615.000000 Penalty: 3510.279541
	Iteration 76Q: 3 clusters Score -6223615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -6223631.000000 Penalty: 3510.279541
	Iteration 77Q: 3 clusters Score -6223631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -6223633.500000 Penalty: 3510.279541
	Iteration 78Q: 3 clusters Score -6223634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -6223628.500000 Penalty: 3510.279541
	Iteration 79Q: 3 clusters Score -6223628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -6223628.000000 Penalty: 3510.279541
	Iteration 80F: 3 clusters Score -6223628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -6223628.000000 Penalty: 3510.279541
	Iteration 81Q: 3 clusters Score -6223628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -6223623.000000 Penalty: 3510.279541
	Iteration 82Q: 3 clusters Score -6223623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -6223630.000000 Penalty: 3510.279541
	Iteration 83Q: 3 clusters Score -6223630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -6223625.000000 Penalty: 3510.279541
	Iteration 84Q: 3 clusters Score -6223625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -6223631.000000 Penalty: 3510.279541
	Iteration 85Q: 3 clusters Score -6223631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -6223631.000000 Penalty: 3510.279541
	Iteration 86Q: 3 clusters Score -6223631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -6223629.500000 Penalty: 3510.279541
	Iteration 87Q: 3 clusters Score -6223630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -6223633.000000 Penalty: 3510.279541
	Iteration 88Q: 3 clusters Score -6223633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -6223633.000000 Penalty: 3510.279541
	Iteration 89F: 3 clusters Score -6223633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Entering Unmasked Estep 
Score: -11730185.000000 Penalty: 1860.135742
	Iteration 0F: 2 clusters Score -1.173018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -11670254.000000 Penalty: 3720.271484
	Iteration 0F: 3 clusters Score -1.167025e+07 nChanged 44647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -11696291.000000 Penalty: 3720.271484
	Iteration 1F: 3 clusters Score -1.169629e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -11697575.000000 Penalty: 3720.271484
	Iteration 2Q: 3 clusters Score -1.169758e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -11699318.000000 Penalty: 3720.271484
	Iteration 3Q: 3 clusters Score -1.169932e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -11702370.000000 Penalty: 3720.271484
	Iteration 4F: 3 clusters Score -1.170237e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -11706934.000000 Penalty: 3720.271484
	Iteration 5F: 3 clusters Score -1.170693e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -11712103.000000 Penalty: 3720.271484
	Iteration 6F: 3 clusters Score -1.17121e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -11716888.000000 Penalty: 3720.271484
	Iteration 7F: 3 clusters Score -1.171689e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -11720073.000000 Penalty: 3720.271484
	Iteration 8F: 3 clusters Score -1.172007e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -11721493.000000 Penalty: 3720.271484
	Iteration 9Q: 3 clusters Score -1.172149e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -11722242.000000 Penalty: 3720.271484
	Iteration 10Q: 3 clusters Score -1.172224e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -11722562.000000 Penalty: 3720.271484
	Iteration 11Q: 3 clusters Score -1.172256e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -11722738.000000 Penalty: 3720.271484
	Iteration 12Q: 3 clusters Score -1.172274e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -11722873.000000 Penalty: 3720.271484
	Iteration 13Q: 3 clusters Score -1.172287e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -11722978.000000 Penalty: 3720.271484
	Iteration 14Q: 3 clusters Score -1.172298e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -11723067.000000 Penalty: 3720.271484
	Iteration 15Q: 3 clusters Score -1.172307e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -11723103.000000 Penalty: 3720.271484
	Iteration 16Q: 3 clusters Score -1.17231e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -11723207.000000 Penalty: 3720.271484
	Iteration 17Q: 3 clusters Score -1.172321e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -11723271.000000 Penalty: 3720.271484
	Iteration 18Q: 3 clusters Score -1.172327e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -11723233.000000 Penalty: 3720.271484
	Iteration 19Q: 3 clusters Score -1.172323e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -11723186.000000 Penalty: 3720.271484
	Iteration 20F: 3 clusters Score -1.172319e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -11723095.000000 Penalty: 3720.271484
	Iteration 21Q: 3 clusters Score -1.17231e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -11723036.000000 Penalty: 3720.271484
	Iteration 22Q: 3 clusters Score -1.172304e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -11723004.000000 Penalty: 3720.271484
	Iteration 23Q: 3 clusters Score -1.1723e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -11722898.000000 Penalty: 3720.271484
	Iteration 24Q: 3 clusters Score -1.17229e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -11722868.000000 Penalty: 3720.271484
	Iteration 25Q: 3 clusters Score -1.172287e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -11722793.000000 Penalty: 3720.271484
	Iteration 26Q: 3 clusters Score -1.172279e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -11722758.000000 Penalty: 3720.271484
	Iteration 27Q: 3 clusters Score -1.172276e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -11722701.000000 Penalty: 3720.271484
	Iteration 28Q: 3 clusters Score -1.17227e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -11722599.000000 Penalty: 3720.271484
	Iteration 29Q: 3 clusters Score -1.17226e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -11722536.000000 Penalty: 3720.271484
	Iteration 30Q: 3 clusters Score -1.172254e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -11722434.000000 Penalty: 3720.271484
	Iteration 31Q: 3 clusters Score -1.172243e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -11722378.000000 Penalty: 3720.271484
	Iteration 32Q: 3 clusters Score -1.172238e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -11722227.000000 Penalty: 3720.271484
	Iteration 33Q: 3 clusters Score -1.172223e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -11722179.000000 Penalty: 3720.271484
	Iteration 34Q: 3 clusters Score -1.172218e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -11722014.000000 Penalty: 3720.271484
	Iteration 35Q: 3 clusters Score -1.172201e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -11721913.000000 Penalty: 3720.271484
	Iteration 36Q: 3 clusters Score -1.172191e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -11721766.000000 Penalty: 3720.271484
	Iteration 37Q: 3 clusters Score -1.172177e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -11721691.000000 Penalty: 3720.271484
	Iteration 38Q: 3 clusters Score -1.172169e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -11721530.000000 Penalty: 3720.271484
	Iteration 39Q: 3 clusters Score -1.172153e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -11721446.000000 Penalty: 3720.271484
	Iteration 40F: 3 clusters Score -1.172145e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -11721318.000000 Penalty: 3720.271484
	Iteration 41Q: 3 clusters Score -1.172132e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -11721359.000000 Penalty: 3720.271484
	Iteration 42Q: 3 clusters Score -1.172136e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -11721457.000000 Penalty: 3720.271484
	Iteration 43Q: 3 clusters Score -1.172146e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -11721508.000000 Penalty: 3720.271484
	Iteration 44Q: 3 clusters Score -1.172151e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -11721739.000000 Penalty: 3720.271484
	Iteration 45Q: 3 clusters Score -1.172174e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -11722103.000000 Penalty: 3720.271484
	Iteration 46Q: 3 clusters Score -1.17221e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -11722628.000000 Penalty: 3720.271484
	Iteration 47Q: 3 clusters Score -1.172263e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -11723281.000000 Penalty: 3720.271484
	Iteration 48Q: 3 clusters Score -1.172328e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -11724554.000000 Penalty: 3720.271484
	Iteration 49Q: 3 clusters Score -1.172455e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -11726171.000000 Penalty: 3720.271484
	Iteration 50Q: 3 clusters Score -1.172617e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -11727196.000000 Penalty: 3720.271484
	Iteration 51Q: 3 clusters Score -1.17272e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87527 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -11727990.000000 Penalty: 3720.271484
	Iteration 52Q: 3 clusters Score -1.172799e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -11728491.000000 Penalty: 3720.271484
	Iteration 53Q: 3 clusters Score -1.172849e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -11728691.000000 Penalty: 3720.271484
	Iteration 54Q: 3 clusters Score -1.172869e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -11728829.000000 Penalty: 3720.271484
	Iteration 55Q: 3 clusters Score -1.172883e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -11728935.000000 Penalty: 3720.271484
	Iteration 56Q: 3 clusters Score -1.172894e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -11728943.000000 Penalty: 3720.271484
	Iteration 57Q: 3 clusters Score -1.172894e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91702 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -11728908.000000 Penalty: 3720.271484
	Iteration 58Q: 3 clusters Score -1.172891e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11728915.000000 Penalty: 3720.271484
	Iteration 59Q: 3 clusters Score -1.172892e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11728939.000000 Penalty: 3720.271484
	Iteration 60F: 3 clusters Score -1.172894e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92309 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -11728963.000000 Penalty: 3720.271484
	Iteration 61Q: 3 clusters Score -1.172896e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92428 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11728954.000000 Penalty: 3720.271484
	Iteration 62Q: 3 clusters Score -1.172895e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11728964.000000 Penalty: 3720.271484
	Iteration 63Q: 3 clusters Score -1.172896e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11728955.000000 Penalty: 3720.271484
	Iteration 64Q: 3 clusters Score -1.172896e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11728941.000000 Penalty: 3720.271484
	Iteration 65Q: 3 clusters Score -1.172894e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11728964.000000 Penalty: 3720.271484
	Iteration 66Q: 3 clusters Score -1.172896e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11728951.000000 Penalty: 3720.271484
	Iteration 67Q: 3 clusters Score -1.172895e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11728950.000000 Penalty: 3720.271484
	Iteration 68Q: 3 clusters Score -1.172895e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11728940.000000 Penalty: 3720.271484
	Iteration 69Q: 3 clusters Score -1.172894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92812 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11728934.000000 Penalty: 3720.271484
	Iteration 70Q: 3 clusters Score -1.172893e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -11728948.000000 Penalty: 3720.271484
	Iteration 71Q: 3 clusters Score -1.172895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11728958.000000 Penalty: 3720.271484
	Iteration 72Q: 3 clusters Score -1.172896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92866 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11728941.000000 Penalty: 3720.271484
	Iteration 73Q: 3 clusters Score -1.172894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11728953.000000 Penalty: 3720.271484
	Iteration 74Q: 3 clusters Score -1.172895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11728943.000000 Penalty: 3720.271484
	Iteration 75Q: 3 clusters Score -1.172894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -11728940.000000 Penalty: 3720.271484
	Iteration 76Q: 3 clusters Score -1.172894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -11728948.000000 Penalty: 3720.271484
	Iteration 77Q: 3 clusters Score -1.172895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11728948.000000 Penalty: 3720.271484
	Iteration 78Q: 3 clusters Score -1.172895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -11728948.000000 Penalty: 3720.271484
	Iteration 79Q: 3 clusters Score -1.172895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11728945.000000 Penalty: 3720.271484
	Iteration 80F: 3 clusters Score -1.172894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11728954.000000 Penalty: 3720.271484
	Iteration 81Q: 3 clusters Score -1.172895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11728956.000000 Penalty: 3720.271484
	Iteration 82Q: 3 clusters Score -1.172896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11728956.000000 Penalty: 3720.271484
	Iteration 83Q: 3 clusters Score -1.172896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11728956.000000 Penalty: 3720.271484
	Iteration 84Q: 3 clusters Score -1.172896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11728958.000000 Penalty: 3720.271484
	Iteration 85Q: 3 clusters Score -1.172896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11728952.000000 Penalty: 3720.271484
	Iteration 86Q: 3 clusters Score -1.172895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11728962.000000 Penalty: 3720.271484
	Iteration 87Q: 3 clusters Score -1.172896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11728962.000000 Penalty: 3720.271484
	Iteration 88F: 3 clusters Score -1.172896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -40031.992188 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -40031.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39092.312500 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -39092.31 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39219.890625 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -39219.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39261.656250 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -39261.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39274.640625 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -39274.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39283.671875 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -39283.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39291.921875 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -39291.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39301.226562 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -39301.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39302.335938 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -39302.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39303.437500 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -39303.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39309.058594 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -39309.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39314.339844 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -39314.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39314.339844 Penalty: 1931.409912
	Iteration 11F: 3 clusters Score -39314.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Entering Unmasked Estep 
Score: -1602173.625000 Penalty: 1541.881714
	Iteration 0F: 2 clusters Score -1602174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1592989.000000 Penalty: 3083.763428
	Iteration 0F: 3 clusters Score -1592989 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1596053.750000 Penalty: 3083.763428
	Iteration 1F: 3 clusters Score -1596054 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1596358.625000 Penalty: 3083.763428
	Iteration 2F: 3 clusters Score -1596359 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1596629.375000 Penalty: 3083.763428
	Iteration 3Q: 3 clusters Score -1596629 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1596900.125000 Penalty: 3083.763428
	Iteration 4Q: 3 clusters Score -1596900 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1597154.375000 Penalty: 3083.763428
	Iteration 5Q: 3 clusters Score -1597154 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1597435.750000 Penalty: 3083.763428
	Iteration 6Q: 3 clusters Score -1597436 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1597731.250000 Penalty: 3083.763428
	Iteration 7Q: 3 clusters Score -1597731 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1598066.500000 Penalty: 3083.763428
	Iteration 8Q: 3 clusters Score -1598066 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1598435.250000 Penalty: 3083.763428
	Iteration 9Q: 3 clusters Score -1598435 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1598816.125000 Penalty: 3083.763428
	Iteration 10Q: 3 clusters Score -1598816 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1599175.375000 Penalty: 3083.763428
	Iteration 11Q: 3 clusters Score -1599175 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1599422.000000 Penalty: 3083.763428
	Iteration 12Q: 3 clusters Score -1599422 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1599572.625000 Penalty: 3083.763428
	Iteration 13Q: 3 clusters Score -1599573 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1599652.250000 Penalty: 3083.763428
	Iteration 14Q: 3 clusters Score -1599652 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1599694.000000 Penalty: 3083.763428
	Iteration 15Q: 3 clusters Score -1599694 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1599721.875000 Penalty: 3083.763428
	Iteration 16Q: 3 clusters Score -1599722 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1599747.625000 Penalty: 3083.763428
	Iteration 17Q: 3 clusters Score -1599748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1599766.625000 Penalty: 3083.763428
	Iteration 18Q: 3 clusters Score -1599767 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1599766.375000 Penalty: 3083.763428
	Iteration 19Q: 3 clusters Score -1599766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1599773.625000 Penalty: 3083.763428
	Iteration 20F: 3 clusters Score -1599774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1599778.625000 Penalty: 3083.763428
	Iteration 21Q: 3 clusters Score -1599779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1599788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1599790.750000 Penalty: 3083.763428
	Iteration 23Q: 3 clusters Score -1599791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1599789.875000 Penalty: 3083.763428
	Iteration 24Q: 3 clusters Score -1599790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1599794.875000 Penalty: 3083.763428
	Iteration 25Q: 3 clusters Score -1599795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1599796.875000 Penalty: 3083.763428
	Iteration 26Q: 3 clusters Score -1599797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1599796.125000 Penalty: 3083.763428
	Iteration 27Q: 3 clusters Score -1599796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1599799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1599813.625000 Penalty: 3083.763428
	Iteration 29Q: 3 clusters Score -1599814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1599820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1599824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1599846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1599853 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1599866 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1599871 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1599888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1599892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1599904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1599921 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1599929 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1599945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1599960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1599969 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1599976 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1599989 nChanged 62
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Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1600007 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1600013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1600031 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1600037 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1600052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1600072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1600084 nChanged 77
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Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1600104 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1600124.625000 Penalty: 3083.763428
	Iteration 54Q: 3 clusters Score -1600125 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1600145.625000 Penalty: 3083.763428
	Iteration 55Q: 3 clusters Score -1600146 nChanged 97
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Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1600174 nChanged 99
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Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1600193.750000 Penalty: 3083.763428
	Iteration 57Q: 3 clusters Score -1600194 nChanged 98
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Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1600233.625000 Penalty: 3083.763428
	Iteration 58Q: 3 clusters Score -1600234 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1600266 nChanged 101
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Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1600307 nChanged 111
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Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1600348 nChanged 105
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Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1600385 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1600418 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1600443 nChanged 71
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Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1600464 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1600482 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1600503 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1600524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1600535 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1600545 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1600558 nChanged 57
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Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1600568 nChanged 57
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Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1600582 nChanged 41
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Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1600591 nChanged 34
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Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1600601 nChanged 30
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Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1600605 nChanged 41
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Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1600616 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10792 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1600627 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1600632 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1600645.750000 Penalty: 3083.763428
	Iteration 80F: 3 clusters Score -1600646 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1600653.375000 Penalty: 3083.763428
	Iteration 81Q: 3 clusters Score -1600653 nChanged 30
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Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1600662.250000 Penalty: 3083.763428
	Iteration 82Q: 3 clusters Score -1600662 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1600668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1600678 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1600687.625000 Penalty: 3083.763428
	Iteration 85Q: 3 clusters Score -1600688 nChanged 25
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Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1600697 nChanged 28
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Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1600704 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1600712 nChanged 37
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Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1600719.750000 Penalty: 3083.763428
	Iteration 89Q: 3 clusters Score -1600720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1600730.125000 Penalty: 3083.763428
	Iteration 90Q: 3 clusters Score -1600730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1600735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1600742.625000 Penalty: 3083.763428
	Iteration 92Q: 3 clusters Score -1600743 nChanged 19
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Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1600748.375000 Penalty: 3083.763428
	Iteration 93Q: 3 clusters Score -1600748 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1600751.250000 Penalty: 3083.763428
	Iteration 94Q: 3 clusters Score -1600751 nChanged 23
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Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1600754.625000 Penalty: 3083.763428
	Iteration 95Q: 3 clusters Score -1600755 nChanged 25
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Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1600764 nChanged 23
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Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1600774 nChanged 19
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Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1600778 nChanged 25
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Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1600783 nChanged 22
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Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1600784.625000 Penalty: 3083.763428
	Iteration 100F: 3 clusters Score -1600785 nChanged 27
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Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1600796 nChanged 30
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Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1600803.750000 Penalty: 3083.763428
	Iteration 102Q: 3 clusters Score -1600804 nChanged 24
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Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1600804 nChanged 29
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Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1600820 nChanged 34
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Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1600831.750000 Penalty: 3083.763428
	Iteration 105Q: 3 clusters Score -1600832 nChanged 29
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Mstep: Class 1 contains 11596 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1600837 nChanged 19
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Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1600846.500000 Penalty: 3083.763428
	Iteration 107Q: 3 clusters Score -1600846 nChanged 14
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Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1600849 nChanged 18
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Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1600852.500000 Penalty: 3083.763428
	Iteration 109Q: 3 clusters Score -1600852 nChanged 21
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Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1600855.500000 Penalty: 3083.763428
	Iteration 110Q: 3 clusters Score -1600856 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1600862.250000 Penalty: 3083.763428
	Iteration 111Q: 3 clusters Score -1600862 nChanged 18
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Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1600868 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1600874.125000 Penalty: 3083.763428
	Iteration 113Q: 3 clusters Score -1600874 nChanged 22
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Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1600883.125000 Penalty: 3083.763428
	Iteration 114Q: 3 clusters Score -1600883 nChanged 12
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Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1600886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1600888.750000 Penalty: 3083.763428
	Iteration 116Q: 3 clusters Score -1600889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1600891.250000 Penalty: 3083.763428
	Iteration 117Q: 3 clusters Score -1600891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1600892.000000 Penalty: 3083.763428
	Iteration 118Q: 3 clusters Score -1600892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1600895.875000 Penalty: 3083.763428
	Iteration 119Q: 3 clusters Score -1600896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1600897.625000 Penalty: 3083.763428
	Iteration 120F: 3 clusters Score -1600898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1600897.250000 Penalty: 3083.763428
	Iteration 121Q: 3 clusters Score -1600897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1600898.500000 Penalty: 3083.763428
	Iteration 122Q: 3 clusters Score -1600898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1600897.750000 Penalty: 3083.763428
	Iteration 123Q: 3 clusters Score -1600898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1600897.750000 Penalty: 3083.763428
	Iteration 124F: 3 clusters Score -1600898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Entering Unmasked Estep 
Score: -849031.937500 Penalty: 1437.602539
	Iteration 0F: 2 clusters Score -849031.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -843831.875000 Penalty: 2875.205078
	Iteration 0F: 3 clusters Score -843831.9 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -845453.375000 Penalty: 2875.205078
	Iteration 1F: 3 clusters Score -845453.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -845669.250000 Penalty: 2875.205078
	Iteration 2F: 3 clusters Score -845669.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -845826.750000 Penalty: 2875.205078
	Iteration 3Q: 3 clusters Score -845826.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -845954.500000 Penalty: 2875.205078
	Iteration 4Q: 3 clusters Score -845954.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -846088.375000 Penalty: 2875.205078
	Iteration 5Q: 3 clusters Score -846088.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -846219.750000 Penalty: 2875.205078
	Iteration 6Q: 3 clusters Score -846219.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -846335.562500 Penalty: 2875.205078
	Iteration 7Q: 3 clusters Score -846335.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -846437.812500 Penalty: 2875.205078
	Iteration 8Q: 3 clusters Score -846437.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -846524.250000 Penalty: 2875.205078
	Iteration 9Q: 3 clusters Score -846524.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -846631.000000 Penalty: 2875.205078
	Iteration 10Q: 3 clusters Score -846631 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -846725.250000 Penalty: 2875.205078
	Iteration 11Q: 3 clusters Score -846725.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -846808.812500 Penalty: 2875.205078
	Iteration 12Q: 3 clusters Score -846808.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -846908.250000 Penalty: 2875.205078
	Iteration 13Q: 3 clusters Score -846908.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -847033.375000 Penalty: 2875.205078
	Iteration 14Q: 3 clusters Score -847033.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -847141.187500 Penalty: 2875.205078
	Iteration 15Q: 3 clusters Score -847141.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -847241.750000 Penalty: 2875.205078
	Iteration 16Q: 3 clusters Score -847241.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -847323.937500 Penalty: 2875.205078
	Iteration 17Q: 3 clusters Score -847323.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -847393.000000 Penalty: 2875.205078
	Iteration 18Q: 3 clusters Score -847393 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -847447.937500 Penalty: 2875.205078
	Iteration 19Q: 3 clusters Score -847447.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -847489.125000 Penalty: 2875.205078
	Iteration 20F: 3 clusters Score -847489.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -847533.187500 Penalty: 2875.205078
	Iteration 21Q: 3 clusters Score -847533.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -847575.750000 Penalty: 2875.205078
	Iteration 22Q: 3 clusters Score -847575.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -847611.750000 Penalty: 2875.205078
	Iteration 23Q: 3 clusters Score -847611.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -847646.000000 Penalty: 2875.205078
	Iteration 24Q: 3 clusters Score -847646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -847668.812500 Penalty: 2875.205078
	Iteration 25Q: 3 clusters Score -847668.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -847683.062500 Penalty: 2875.205078
	Iteration 26Q: 3 clusters Score -847683.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -847705.062500 Penalty: 2875.205078
	Iteration 27Q: 3 clusters Score -847705.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -847720.500000 Penalty: 2875.205078
	Iteration 28Q: 3 clusters Score -847720.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -847730.687500 Penalty: 2875.205078
	Iteration 29Q: 3 clusters Score -847730.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -847740.312500 Penalty: 2875.205078
	Iteration 30Q: 3 clusters Score -847740.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -847743.687500 Penalty: 2875.205078
	Iteration 31Q: 3 clusters Score -847743.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -847752.375000 Penalty: 2875.205078
	Iteration 32Q: 3 clusters Score -847752.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -847757.187500 Penalty: 2875.205078
	Iteration 33Q: 3 clusters Score -847757.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -847762.375000 Penalty: 2875.205078
	Iteration 34Q: 3 clusters Score -847762.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -847768.437500 Penalty: 2875.205078
	Iteration 35Q: 3 clusters Score -847768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -847770.812500 Penalty: 2875.205078
	Iteration 36Q: 3 clusters Score -847770.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -847776.500000 Penalty: 2875.205078
	Iteration 37Q: 3 clusters Score -847776.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -847785.937500 Penalty: 2875.205078
	Iteration 38Q: 3 clusters Score -847785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -847792.500000 Penalty: 2875.205078
	Iteration 39Q: 3 clusters Score -847792.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -847796.000000 Penalty: 2875.205078
	Iteration 40F: 3 clusters Score -847796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -847798.875000 Penalty: 2875.205078
	Iteration 41Q: 3 clusters Score -847798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -847802.687500 Penalty: 2875.205078
	Iteration 42Q: 3 clusters Score -847802.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -847803.187500 Penalty: 2875.205078
	Iteration 43Q: 3 clusters Score -847803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -847804.875000 Penalty: 2875.205078
	Iteration 44Q: 3 clusters Score -847804.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -847807.125000 Penalty: 2875.205078
	Iteration 45Q: 3 clusters Score -847807.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -847808.625000 Penalty: 2875.205078
	Iteration 46Q: 3 clusters Score -847808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -847811.000000 Penalty: 2875.205078
	Iteration 47Q: 3 clusters Score -847811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -847811.875000 Penalty: 2875.205078
	Iteration 48Q: 3 clusters Score -847811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -847812.812500 Penalty: 2875.205078
	Iteration 49Q: 3 clusters Score -847812.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -847815.187500 Penalty: 2875.205078
	Iteration 50Q: 3 clusters Score -847815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -847816.500000 Penalty: 2875.205078
	Iteration 51Q: 3 clusters Score -847816.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -847816.562500 Penalty: 2875.205078
	Iteration 52Q: 3 clusters Score -847816.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -847818.125000 Penalty: 2875.205078
	Iteration 53Q: 3 clusters Score -847818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -847818.125000 Penalty: 2875.205078
	Iteration 54Q: 3 clusters Score -847818.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -847823.000000 Penalty: 2875.205078
	Iteration 55Q: 3 clusters Score -847823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -847825.375000 Penalty: 2875.205078
	Iteration 56Q: 3 clusters Score -847825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -847825.375000 Penalty: 2875.205078
	Iteration 57Q: 3 clusters Score -847825.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -847828.250000 Penalty: 2875.205078
	Iteration 58Q: 3 clusters Score -847828.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -847833.312500 Penalty: 2875.205078
	Iteration 59Q: 3 clusters Score -847833.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -847840.000000 Penalty: 2875.205078
	Iteration 60F: 3 clusters Score -847840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -847843.625000 Penalty: 2875.205078
	Iteration 61Q: 3 clusters Score -847843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -847844.500000 Penalty: 2875.205078
	Iteration 62Q: 3 clusters Score -847844.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -847847.625000 Penalty: 2875.205078
	Iteration 63Q: 3 clusters Score -847847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -847850.687500 Penalty: 2875.205078
	Iteration 64Q: 3 clusters Score -847850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -847851.437500 Penalty: 2875.205078
	Iteration 65Q: 3 clusters Score -847851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -847854.062500 Penalty: 2875.205078
	Iteration 66Q: 3 clusters Score -847854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -847855.375000 Penalty: 2875.205078
	Iteration 67Q: 3 clusters Score -847855.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -847856.937500 Penalty: 2875.205078
	Iteration 68Q: 3 clusters Score -847856.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -847860.312500 Penalty: 2875.205078
	Iteration 69Q: 3 clusters Score -847860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -847861.812500 Penalty: 2875.205078
	Iteration 70Q: 3 clusters Score -847861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -847864.000000 Penalty: 2875.205078
	Iteration 71Q: 3 clusters Score -847864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -847866.000000 Penalty: 2875.205078
	Iteration 72Q: 3 clusters Score -847866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -847866.062500 Penalty: 2875.205078
	Iteration 73Q: 3 clusters Score -847866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -847865.437500 Penalty: 2875.205078
	Iteration 74Q: 3 clusters Score -847865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -847866.000000 Penalty: 2875.205078
	Iteration 75Q: 3 clusters Score -847866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -847867.000000 Penalty: 2875.205078
	Iteration 76Q: 3 clusters Score -847867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -847867.000000 Penalty: 2875.205078
	Iteration 77F: 3 clusters Score -847867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Entering Unmasked Estep 
Score: -401893.625000 Penalty: 1316.473389
	Iteration 0F: 2 clusters Score -401893.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -398962.843750 Penalty: 2632.946777
	Iteration 0F: 3 clusters Score -398962.8 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -399688.218750 Penalty: 2632.946777
	Iteration 1F: 3 clusters Score -399688.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -399863.531250 Penalty: 2632.946777
	Iteration 2F: 3 clusters Score -399863.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -399965.343750 Penalty: 2632.946777
	Iteration 3F: 3 clusters Score -399965.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -400020.812500 Penalty: 2632.946777
	Iteration 4Q: 3 clusters Score -400020.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -400065.468750 Penalty: 2632.946777
	Iteration 5Q: 3 clusters Score -400065.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -400094.562500 Penalty: 2632.946777
	Iteration 6Q: 3 clusters Score -400094.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -400116.968750 Penalty: 2632.946777
	Iteration 7Q: 3 clusters Score -400117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -400132.625000 Penalty: 2632.946777
	Iteration 8Q: 3 clusters Score -400132.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -400150.093750 Penalty: 2632.946777
	Iteration 9Q: 3 clusters Score -400150.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -400168.875000 Penalty: 2632.946777
	Iteration 10Q: 3 clusters Score -400168.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -400185.062500 Penalty: 2632.946777
	Iteration 11Q: 3 clusters Score -400185.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -400205.281250 Penalty: 2632.946777
	Iteration 12Q: 3 clusters Score -400205.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -400229.218750 Penalty: 2632.946777
	Iteration 13Q: 3 clusters Score -400229.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -400249.406250 Penalty: 2632.946777
	Iteration 14Q: 3 clusters Score -400249.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -400264.875000 Penalty: 2632.946777
	Iteration 15Q: 3 clusters Score -400264.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -400282.812500 Penalty: 2632.946777
	Iteration 16Q: 3 clusters Score -400282.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -400297.531250 Penalty: 2632.946777
	Iteration 17Q: 3 clusters Score -400297.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -400310.500000 Penalty: 2632.946777
	Iteration 18Q: 3 clusters Score -400310.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -400326.937500 Penalty: 2632.946777
	Iteration 19Q: 3 clusters Score -400326.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -400349.062500 Penalty: 2632.946777
	Iteration 20F: 3 clusters Score -400349.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -400376.687500 Penalty: 2632.946777
	Iteration 21Q: 3 clusters Score -400376.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -400406.781250 Penalty: 2632.946777
	Iteration 22Q: 3 clusters Score -400406.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -400437.687500 Penalty: 2632.946777
	Iteration 23Q: 3 clusters Score -400437.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -400469.437500 Penalty: 2632.946777
	Iteration 24Q: 3 clusters Score -400469.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -400499.062500 Penalty: 2632.946777
	Iteration 25Q: 3 clusters Score -400499.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -400537.906250 Penalty: 2632.946777
	Iteration 26Q: 3 clusters Score -400537.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -400579.625000 Penalty: 2632.946777
	Iteration 27Q: 3 clusters Score -400579.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -400616.125000 Penalty: 2632.946777
	Iteration 28Q: 3 clusters Score -400616.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -400656.312500 Penalty: 2632.946777
	Iteration 29Q: 3 clusters Score -400656.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -400677.500000 Penalty: 2632.946777
	Iteration 30Q: 3 clusters Score -400677.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -400696.968750 Penalty: 2632.946777
	Iteration 31Q: 3 clusters Score -400697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -400713.625000 Penalty: 2632.946777
	Iteration 32Q: 3 clusters Score -400713.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -400724.593750 Penalty: 2632.946777
	Iteration 33Q: 3 clusters Score -400724.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -400739.000000 Penalty: 2632.946777
	Iteration 34Q: 3 clusters Score -400739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -400751.968750 Penalty: 2632.946777
	Iteration 35Q: 3 clusters Score -400752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -400763.125000 Penalty: 2632.946777
	Iteration 36Q: 3 clusters Score -400763.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -400774.593750 Penalty: 2632.946777
	Iteration 37Q: 3 clusters Score -400774.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -400781.000000 Penalty: 2632.946777
	Iteration 38Q: 3 clusters Score -400781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -400784.250000 Penalty: 2632.946777
	Iteration 39Q: 3 clusters Score -400784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -400789.656250 Penalty: 2632.946777
	Iteration 40F: 3 clusters Score -400789.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -400794.875000 Penalty: 2632.946777
	Iteration 41Q: 3 clusters Score -400794.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -400797.000000 Penalty: 2632.946777
	Iteration 42Q: 3 clusters Score -400797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -400799.718750 Penalty: 2632.946777
	Iteration 43Q: 3 clusters Score -400799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -400803.187500 Penalty: 2632.946777
	Iteration 44Q: 3 clusters Score -400803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -400804.125000 Penalty: 2632.946777
	Iteration 45Q: 3 clusters Score -400804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -400804.125000 Penalty: 2632.946777
	Iteration 46F: 3 clusters Score -400804.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -577607.687500 Penalty: 1370.529663
	Iteration 0F: 2 clusters Score -577607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -573864.125000 Penalty: 2741.059326
	Iteration 0F: 3 clusters Score -573864.1 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -574899.125000 Penalty: 2741.059326
	Iteration 1F: 3 clusters Score -574899.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -575056.250000 Penalty: 2741.059326
	Iteration 2F: 3 clusters Score -575056.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -575145.687500 Penalty: 2741.059326
	Iteration 3Q: 3 clusters Score -575145.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -575205.437500 Penalty: 2741.059326
	Iteration 4Q: 3 clusters Score -575205.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -575251.937500 Penalty: 2741.059326
	Iteration 5Q: 3 clusters Score -575251.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -575291.062500 Penalty: 2741.059326
	Iteration 6Q: 3 clusters Score -575291.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -575320.562500 Penalty: 2741.059326
	Iteration 7Q: 3 clusters Score -575320.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -575349.125000 Penalty: 2741.059326
	Iteration 8Q: 3 clusters Score -575349.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -575376.937500 Penalty: 2741.059326
	Iteration 9Q: 3 clusters Score -575376.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -575400.437500 Penalty: 2741.059326
	Iteration 10Q: 3 clusters Score -575400.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -575428.312500 Penalty: 2741.059326
	Iteration 11Q: 3 clusters Score -575428.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -575453.062500 Penalty: 2741.059326
	Iteration 12Q: 3 clusters Score -575453.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -575475.750000 Penalty: 2741.059326
	Iteration 13Q: 3 clusters Score -575475.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -575504.937500 Penalty: 2741.059326
	Iteration 14Q: 3 clusters Score -575504.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -575540.062500 Penalty: 2741.059326
	Iteration 15Q: 3 clusters Score -575540.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -575585.312500 Penalty: 2741.059326
	Iteration 16Q: 3 clusters Score -575585.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -575646.875000 Penalty: 2741.059326
	Iteration 17Q: 3 clusters Score -575646.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -575711.812500 Penalty: 2741.059326
	Iteration 18Q: 3 clusters Score -575711.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -575780.562500 Penalty: 2741.059326
	Iteration 19Q: 3 clusters Score -575780.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -575854.125000 Penalty: 2741.059326
	Iteration 20F: 3 clusters Score -575854.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -575946.625000 Penalty: 2741.059326
	Iteration 21Q: 3 clusters Score -575946.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -576050.375000 Penalty: 2741.059326
	Iteration 22Q: 3 clusters Score -576050.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -576134.750000 Penalty: 2741.059326
	Iteration 23Q: 3 clusters Score -576134.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -576201.750000 Penalty: 2741.059326
	Iteration 24Q: 3 clusters Score -576201.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -576256.937500 Penalty: 2741.059326
	Iteration 25Q: 3 clusters Score -576256.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -576295.625000 Penalty: 2741.059326
	Iteration 26Q: 3 clusters Score -576295.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -576318.937500 Penalty: 2741.059326
	Iteration 27Q: 3 clusters Score -576318.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -576334.875000 Penalty: 2741.059326
	Iteration 28Q: 3 clusters Score -576334.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -576345.687500 Penalty: 2741.059326
	Iteration 29Q: 3 clusters Score -576345.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -576358.250000 Penalty: 2741.059326
	Iteration 30Q: 3 clusters Score -576358.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -576367.750000 Penalty: 2741.059326
	Iteration 31Q: 3 clusters Score -576367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -576374.875000 Penalty: 2741.059326
	Iteration 32Q: 3 clusters Score -576374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -576377.437500 Penalty: 2741.059326
	Iteration 33Q: 3 clusters Score -576377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -576376.750000 Penalty: 2741.059326
	Iteration 34Q: 3 clusters Score -576376.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -576376.750000 Penalty: 2741.059326
	Iteration 35F: 3 clusters Score -576376.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48056.441406 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -48056.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47033.773438 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -47033.77 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47376.320312 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -47376.32 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47669.875000 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -47669.88 nChanged 47
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: -47930.863281 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -47930.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48080.296875 Penalty: 2017.791748
	Iteration 4F: 3 clusters Score -48080.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48165.960938 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -48165.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -48192.585938 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -48192.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48218.289062 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -48218.29 nChanged 6
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: -48237.191406 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -48237.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48259.925781 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -48259.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -48277.343750 Penalty: 2017.791748
	Iteration 10Q: 3 clusters Score -48277.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48298.058594 Penalty: 2017.791748
	Iteration 11Q: 3 clusters Score -48298.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48314.132812 Penalty: 2017.791748
	Iteration 12Q: 3 clusters Score -48314.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48325.316406 Penalty: 2017.791748
	Iteration 13Q: 3 clusters Score -48325.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -48331.062500 Penalty: 2017.791748
	Iteration 14Q: 3 clusters Score -48331.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48333.000000 Penalty: 2017.791748
	Iteration 15Q: 3 clusters Score -48333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48334.195312 Penalty: 2017.791748
	Iteration 16Q: 3 clusters Score -48334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48335.882812 Penalty: 2017.791748
	Iteration 17Q: 3 clusters Score -48335.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48340.773438 Penalty: 2017.791748
	Iteration 18Q: 3 clusters Score -48340.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48344.582031 Penalty: 2017.791748
	Iteration 19Q: 3 clusters Score -48344.58 nChanged 1
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: -48348.984375 Penalty: 2017.791748
	Iteration 20F: 3 clusters Score -48348.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48352.574219 Penalty: 2017.791748
	Iteration 21Q: 3 clusters Score -48352.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48353.507812 Penalty: 2017.791748
	Iteration 22Q: 3 clusters Score -48353.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48353.507812 Penalty: 2017.791748
	Iteration 23F: 3 clusters Score -48353.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 83685 members 
Mstep: Class 3 contains 84389 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28584 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49063 members 
Mstep: Class 8 contains 93619 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 210 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94950 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 50755 members 
Mstep: Class 26 contains 88527 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6993 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93912 members 
Mstep: Class 35 contains 287 members 
Entering Unmasked Estep 
Score: -102237096.000000 Penalty: 77592.265625
Splitting cluster 14 changes total score from -102237976.000000 to -102237096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Entering Unmasked Estep 
Score: -621890.125000 Penalty: 1389.319824
	Iteration 0F: 2 clusters Score -621890.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -617774.562500 Penalty: 2778.639648
	Iteration 0F: 3 clusters Score -617774.6 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -618987.062500 Penalty: 2778.639648
	Iteration 1F: 3 clusters Score -618987.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -619235.812500 Penalty: 2778.639648
	Iteration 2F: 3 clusters Score -619235.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -619421.312500 Penalty: 2778.639648
	Iteration 3F: 3 clusters Score -619421.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -619590.562500 Penalty: 2778.639648
	Iteration 4Q: 3 clusters Score -619590.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -619767.625000 Penalty: 2778.639648
	Iteration 5Q: 3 clusters Score -619767.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -619951.062500 Penalty: 2778.639648
	Iteration 6Q: 3 clusters Score -619951.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -620174.000000 Penalty: 2778.639648
	Iteration 7Q: 3 clusters Score -620174 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -620393.000000 Penalty: 2778.639648
	Iteration 8Q: 3 clusters Score -620393 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -620539.812500 Penalty: 2778.639648
	Iteration 9Q: 3 clusters Score -620539.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -620668.812500 Penalty: 2778.639648
	Iteration 10Q: 3 clusters Score -620668.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -620781.687500 Penalty: 2778.639648
	Iteration 11Q: 3 clusters Score -620781.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -620888.187500 Penalty: 2778.639648
	Iteration 12Q: 3 clusters Score -620888.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -620963.562500 Penalty: 2778.639648
	Iteration 13Q: 3 clusters Score -620963.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -620999.750000 Penalty: 2778.639648
	Iteration 14Q: 3 clusters Score -620999.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -621034.437500 Penalty: 2778.639648
	Iteration 15Q: 3 clusters Score -621034.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -621045.937500 Penalty: 2778.639648
	Iteration 16Q: 3 clusters Score -621045.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -621052.750000 Penalty: 2778.639648
	Iteration 17Q: 3 clusters Score -621052.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -621061.937500 Penalty: 2778.639648
	Iteration 18Q: 3 clusters Score -621061.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -621072.750000 Penalty: 2778.639648
	Iteration 19Q: 3 clusters Score -621072.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -621085.375000 Penalty: 2778.639648
	Iteration 20F: 3 clusters Score -621085.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -621092.062500 Penalty: 2778.639648
	Iteration 21Q: 3 clusters Score -621092.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -621098.875000 Penalty: 2778.639648
	Iteration 22Q: 3 clusters Score -621098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -621100.000000 Penalty: 2778.639648
	Iteration 23Q: 3 clusters Score -621100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -621100.812500 Penalty: 2778.639648
	Iteration 24Q: 3 clusters Score -621100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -621100.812500 Penalty: 2778.639648
	Iteration 25Q: 3 clusters Score -621100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -621100.812500 Penalty: 2778.639648
	Iteration 26F: 3 clusters Score -621100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30365.167969 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30365.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29574.958984 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29574.96 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29938.269531 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -29938.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30077.705078 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -30077.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30205.818359 Penalty: 1925.383179
	Iteration 3F: 3 clusters Score -30205.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30283.404297 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -30283.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30338.349609 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30338.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30401.251953 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -30401.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30498.119141 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -30498.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30516.843750 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -30516.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30523.255859 Penalty: 1925.383179
	Iteration 9Q: 3 clusters Score -30523.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30526.875000 Penalty: 1925.383179
	Iteration 10Q: 3 clusters Score -30526.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30527.744141 Penalty: 1925.383179
	Iteration 11Q: 3 clusters Score -30527.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30532.361328 Penalty: 1925.383179
	Iteration 12F: 3 clusters Score -30532.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30536.521484 Penalty: 1925.383179
	Iteration 13Q: 3 clusters Score -30536.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30543.380859 Penalty: 1925.383179
	Iteration 14Q: 3 clusters Score -30543.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30544.804688 Penalty: 1925.383179
	Iteration 15Q: 3 clusters Score -30544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30544.804688 Penalty: 1925.383179
	Iteration 16F: 3 clusters Score -30544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 83685 members 
Mstep: Class 3 contains 84389 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28584 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49063 members 
Mstep: Class 8 contains 93619 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94950 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 50755 members 
Mstep: Class 26 contains 88527 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6993 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93912 members 
Mstep: Class 35 contains 138 members 
Entering Unmasked Estep 
Score: -102236944.000000 Penalty: 77592.265625
Splitting cluster 16 changes total score from -102237976.000000 to -102236944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -424045.531250 Penalty: 1333.658569
	Iteration 0F: 2 clusters Score -424045.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -420961.468750 Penalty: 2667.317139
	Iteration 0F: 3 clusters Score -420961.5 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -421874.500000 Penalty: 2667.317139
	Iteration 1F: 3 clusters Score -421874.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -422244.031250 Penalty: 2667.317139
	Iteration 2F: 3 clusters Score -422244 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -422539.718750 Penalty: 2667.317139
	Iteration 3F: 3 clusters Score -422539.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -422815.343750 Penalty: 2667.317139
	Iteration 4F: 3 clusters Score -422815.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -423060.312500 Penalty: 2667.317139
	Iteration 5F: 3 clusters Score -423060.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -423241.937500 Penalty: 2667.317139
	Iteration 6F: 3 clusters Score -423241.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -423362.968750 Penalty: 2667.317139
	Iteration 7Q: 3 clusters Score -423363 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -423455.531250 Penalty: 2667.317139
	Iteration 8Q: 3 clusters Score -423455.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -423517.781250 Penalty: 2667.317139
	Iteration 9Q: 3 clusters Score -423517.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -423569.593750 Penalty: 2667.317139
	Iteration 10Q: 3 clusters Score -423569.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -423595.468750 Penalty: 2667.317139
	Iteration 11Q: 3 clusters Score -423595.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -423624.562500 Penalty: 2667.317139
	Iteration 12Q: 3 clusters Score -423624.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -423642.437500 Penalty: 2667.317139
	Iteration 13Q: 3 clusters Score -423642.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -423652.718750 Penalty: 2667.317139
	Iteration 14Q: 3 clusters Score -423652.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -423658.875000 Penalty: 2667.317139
	Iteration 15Q: 3 clusters Score -423658.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -423661.000000 Penalty: 2667.317139
	Iteration 16Q: 3 clusters Score -423661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -423662.812500 Penalty: 2667.317139
	Iteration 17Q: 3 clusters Score -423662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -423665.000000 Penalty: 2667.317139
	Iteration 18Q: 3 clusters Score -423665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -423667.062500 Penalty: 2667.317139
	Iteration 19Q: 3 clusters Score -423667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -423669.281250 Penalty: 2667.317139
	Iteration 20F: 3 clusters Score -423669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -423670.593750 Penalty: 2667.317139
	Iteration 21Q: 3 clusters Score -423670.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -423672.656250 Penalty: 2667.317139
	Iteration 22Q: 3 clusters Score -423672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -423675.281250 Penalty: 2667.317139
	Iteration 23Q: 3 clusters Score -423675.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -423677.281250 Penalty: 2667.317139
	Iteration 24Q: 3 clusters Score -423677.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -423680.218750 Penalty: 2667.317139
	Iteration 25Q: 3 clusters Score -423680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -423682.187500 Penalty: 2667.317139
	Iteration 26Q: 3 clusters Score -423682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -423682.218750 Penalty: 2667.317139
	Iteration 27Q: 3 clusters Score -423682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -423681.875000 Penalty: 2667.317139
	Iteration 28Q: 3 clusters Score -423681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -423682.218750 Penalty: 2667.317139
	Iteration 29Q: 3 clusters Score -423682.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -423682.843750 Penalty: 2667.317139
	Iteration 30Q: 3 clusters Score -423682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -423682.843750 Penalty: 2667.317139
	Iteration 31F: 3 clusters Score -423682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -384491.000000 Penalty: 1316.522705
	Iteration 0F: 2 clusters Score -384491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -381576.687500 Penalty: 2633.045410
	Iteration 0F: 3 clusters Score -381576.7 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -382321.250000 Penalty: 2633.045410
	Iteration 1F: 3 clusters Score -382321.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -382507.062500 Penalty: 2633.045410
	Iteration 2F: 3 clusters Score -382507.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -382661.000000 Penalty: 2633.045410
	Iteration 3F: 3 clusters Score -382661 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -382816.000000 Penalty: 2633.045410
	Iteration 4F: 3 clusters Score -382816 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -382971.187500 Penalty: 2633.045410
	Iteration 5F: 3 clusters Score -382971.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -383127.593750 Penalty: 2633.045410
	Iteration 6Q: 3 clusters Score -383127.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -383260.218750 Penalty: 2633.045410
	Iteration 7Q: 3 clusters Score -383260.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -383371.906250 Penalty: 2633.045410
	Iteration 8Q: 3 clusters Score -383371.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -383436.718750 Penalty: 2633.045410
	Iteration 9Q: 3 clusters Score -383436.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -383470.468750 Penalty: 2633.045410
	Iteration 10Q: 3 clusters Score -383470.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -383494.156250 Penalty: 2633.045410
	Iteration 11Q: 3 clusters Score -383494.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -383515.468750 Penalty: 2633.045410
	Iteration 12Q: 3 clusters Score -383515.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -383532.093750 Penalty: 2633.045410
	Iteration 13Q: 3 clusters Score -383532.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -383544.781250 Penalty: 2633.045410
	Iteration 14Q: 3 clusters Score -383544.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -383556.562500 Penalty: 2633.045410
	Iteration 15Q: 3 clusters Score -383556.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -383566.156250 Penalty: 2633.045410
	Iteration 16Q: 3 clusters Score -383566.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -383572.468750 Penalty: 2633.045410
	Iteration 17Q: 3 clusters Score -383572.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -383577.468750 Penalty: 2633.045410
	Iteration 18Q: 3 clusters Score -383577.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -383582.343750 Penalty: 2633.045410
	Iteration 19Q: 3 clusters Score -383582.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -383584.781250 Penalty: 2633.045410
	Iteration 20F: 3 clusters Score -383584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -383585.500000 Penalty: 2633.045410
	Iteration 21Q: 3 clusters Score -383585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -383586.500000 Penalty: 2633.045410
	Iteration 22Q: 3 clusters Score -383586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -383589.250000 Penalty: 2633.045410
	Iteration 23Q: 3 clusters Score -383589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -383589.593750 Penalty: 2633.045410
	Iteration 24Q: 3 clusters Score -383589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -383590.531250 Penalty: 2633.045410
	Iteration 25Q: 3 clusters Score -383590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -383592.218750 Penalty: 2633.045410
	Iteration 26Q: 3 clusters Score -383592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -383592.218750 Penalty: 2633.045410
	Iteration 27F: 3 clusters Score -383592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -1206419.625000 Penalty: 1497.442383
	Iteration 0F: 2 clusters Score -1206420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1199265.375000 Penalty: 2994.884766
	Iteration 0F: 3 clusters Score -1199265 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1201588.000000 Penalty: 2994.884766
	Iteration 1F: 3 clusters Score -1201588 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1202026.000000 Penalty: 2994.884766
	Iteration 2F: 3 clusters Score -1202026 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1202430.500000 Penalty: 2994.884766
	Iteration 3F: 3 clusters Score -1202430 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1202783.875000 Penalty: 2994.884766
	Iteration 4F: 3 clusters Score -1202784 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1203101.000000 Penalty: 2994.884766
	Iteration 5F: 3 clusters Score -1203101 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1203409.875000 Penalty: 2994.884766
	Iteration 6F: 3 clusters Score -1203410 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1203737.250000 Penalty: 2994.884766
	Iteration 7F: 3 clusters Score -1203737 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1204056.500000 Penalty: 2994.884766
	Iteration 8Q: 3 clusters Score -1204056 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1204386.625000 Penalty: 2994.884766
	Iteration 9Q: 3 clusters Score -1204387 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1204656.250000 Penalty: 2994.884766
	Iteration 10Q: 3 clusters Score -1204656 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1204879.000000 Penalty: 2994.884766
	Iteration 11Q: 3 clusters Score -1204879 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1205046.500000 Penalty: 2994.884766
	Iteration 12Q: 3 clusters Score -1205046 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1205216.750000 Penalty: 2994.884766
	Iteration 13Q: 3 clusters Score -1205217 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1205365.500000 Penalty: 2994.884766
	Iteration 14Q: 3 clusters Score -1205366 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1205456.125000 Penalty: 2994.884766
	Iteration 15Q: 3 clusters Score -1205456 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1205514.500000 Penalty: 2994.884766
	Iteration 16Q: 3 clusters Score -1205514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1205557.500000 Penalty: 2994.884766
	Iteration 17Q: 3 clusters Score -1205558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1205578.125000 Penalty: 2994.884766
	Iteration 18Q: 3 clusters Score -1205578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1205589.000000 Penalty: 2994.884766
	Iteration 19Q: 3 clusters Score -1205589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1205603.250000 Penalty: 2994.884766
	Iteration 20F: 3 clusters Score -1205603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1205615.625000 Penalty: 2994.884766
	Iteration 21Q: 3 clusters Score -1205616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1205623.250000 Penalty: 2994.884766
	Iteration 22Q: 3 clusters Score -1205623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1205626.375000 Penalty: 2994.884766
	Iteration 23Q: 3 clusters Score -1205626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1205631.750000 Penalty: 2994.884766
	Iteration 24Q: 3 clusters Score -1205632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1205631.625000 Penalty: 2994.884766
	Iteration 25Q: 3 clusters Score -1205632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1205631.625000 Penalty: 2994.884766
	Iteration 26F: 3 clusters Score -1205632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (94950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Entering Unmasked Estep 
Score: -11712088.000000 Penalty: 1862.429565
	Iteration 0F: 2 clusters Score -1.171209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -11649655.000000 Penalty: 3724.859131
	Iteration 0F: 3 clusters Score -1.164966e+07 nChanged 45428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -11676347.000000 Penalty: 3724.859131
	Iteration 1F: 3 clusters Score -1.167635e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -11677871.000000 Penalty: 3724.859131
	Iteration 2Q: 3 clusters Score -1.167787e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -11680185.000000 Penalty: 3724.859131
	Iteration 3Q: 3 clusters Score -1.168018e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -11683672.000000 Penalty: 3724.859131
	Iteration 4F: 3 clusters Score -1.168367e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -11688997.000000 Penalty: 3724.859131
	Iteration 5F: 3 clusters Score -1.1689e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -11695482.000000 Penalty: 3724.859131
	Iteration 6F: 3 clusters Score -1.169548e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -11700664.000000 Penalty: 3724.859131
	Iteration 7F: 3 clusters Score -1.170066e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -11703303.000000 Penalty: 3724.859131
	Iteration 8Q: 3 clusters Score -1.17033e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -11704529.000000 Penalty: 3724.859131
	Iteration 9Q: 3 clusters Score -1.170453e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -11705243.000000 Penalty: 3724.859131
	Iteration 10Q: 3 clusters Score -1.170524e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -11705876.000000 Penalty: 3724.859131
	Iteration 11Q: 3 clusters Score -1.170588e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -11706358.000000 Penalty: 3724.859131
	Iteration 12Q: 3 clusters Score -1.170636e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -11706837.000000 Penalty: 3724.859131
	Iteration 13Q: 3 clusters Score -1.170684e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 76601 members 
Entering Unmasked Estep 
Score: -11707230.000000 Penalty: 3724.859131
	Iteration 14Q: 3 clusters Score -1.170723e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -11707474.000000 Penalty: 3724.859131
	Iteration 15Q: 3 clusters Score -1.170747e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -11707669.000000 Penalty: 3724.859131
	Iteration 16Q: 3 clusters Score -1.170767e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -11707885.000000 Penalty: 3724.859131
	Iteration 17Q: 3 clusters Score -1.170788e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -11708039.000000 Penalty: 3724.859131
	Iteration 18Q: 3 clusters Score -1.170804e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 80272 members 
Entering Unmasked Estep 
Score: -11708218.000000 Penalty: 3724.859131
	Iteration 19Q: 3 clusters Score -1.170822e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -11708365.000000 Penalty: 3724.859131
	Iteration 20F: 3 clusters Score -1.170836e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -11708556.000000 Penalty: 3724.859131
	Iteration 21Q: 3 clusters Score -1.170856e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -11708709.000000 Penalty: 3724.859131
	Iteration 22Q: 3 clusters Score -1.170871e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -11708875.000000 Penalty: 3724.859131
	Iteration 23Q: 3 clusters Score -1.170888e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -11708972.000000 Penalty: 3724.859131
	Iteration 24Q: 3 clusters Score -1.170897e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -11709095.000000 Penalty: 3724.859131
	Iteration 25Q: 3 clusters Score -1.17091e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 85431 members 
Entering Unmasked Estep 
Score: -11709142.000000 Penalty: 3724.859131
	Iteration 26Q: 3 clusters Score -1.170914e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 86163 members 
Entering Unmasked Estep 
Score: -11709322.000000 Penalty: 3724.859131
	Iteration 27Q: 3 clusters Score -1.170932e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -11709468.000000 Penalty: 3724.859131
	Iteration 28Q: 3 clusters Score -1.170947e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -11709587.000000 Penalty: 3724.859131
	Iteration 29Q: 3 clusters Score -1.170959e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -11709651.000000 Penalty: 3724.859131
	Iteration 30Q: 3 clusters Score -1.170965e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -11709789.000000 Penalty: 3724.859131
	Iteration 31Q: 3 clusters Score -1.170979e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -11709897.000000 Penalty: 3724.859131
	Iteration 32Q: 3 clusters Score -1.17099e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -11709973.000000 Penalty: 3724.859131
	Iteration 33Q: 3 clusters Score -1.170997e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -11710074.000000 Penalty: 3724.859131
	Iteration 34Q: 3 clusters Score -1.171007e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -11710138.000000 Penalty: 3724.859131
	Iteration 35Q: 3 clusters Score -1.171014e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -11710224.000000 Penalty: 3724.859131
	Iteration 36Q: 3 clusters Score -1.171022e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -11710303.000000 Penalty: 3724.859131
	Iteration 37Q: 3 clusters Score -1.17103e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 92180 members 
Entering Unmasked Estep 
Score: -11710385.000000 Penalty: 3724.859131
	Iteration 38Q: 3 clusters Score -1.171038e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -11710451.000000 Penalty: 3724.859131
	Iteration 39Q: 3 clusters Score -1.171045e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -11710451.000000 Penalty: 3724.859131
	Iteration 40F: 3 clusters Score -1.171045e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 92974 members 
Entering Unmasked Estep 
Score: -11710471.000000 Penalty: 3724.859131
	Iteration 41Q: 3 clusters Score -1.171047e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -11710533.000000 Penalty: 3724.859131
	Iteration 42Q: 3 clusters Score -1.171053e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -11710564.000000 Penalty: 3724.859131
	Iteration 43Q: 3 clusters Score -1.171056e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -11710551.000000 Penalty: 3724.859131
	Iteration 44Q: 3 clusters Score -1.171055e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 93511 members 
Entering Unmasked Estep 
Score: -11710566.000000 Penalty: 3724.859131
	Iteration 45Q: 3 clusters Score -1.171057e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -11710565.000000 Penalty: 3724.859131
	Iteration 46Q: 3 clusters Score -1.171056e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -11710564.000000 Penalty: 3724.859131
	Iteration 47Q: 3 clusters Score -1.171056e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -11710583.000000 Penalty: 3724.859131
	Iteration 48Q: 3 clusters Score -1.171058e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 93824 members 
Entering Unmasked Estep 
Score: -11710611.000000 Penalty: 3724.859131
	Iteration 49Q: 3 clusters Score -1.171061e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 93899 members 
Entering Unmasked Estep 
Score: -11710634.000000 Penalty: 3724.859131
	Iteration 50Q: 3 clusters Score -1.171063e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -11710685.000000 Penalty: 3724.859131
	Iteration 51Q: 3 clusters Score -1.171068e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 94014 members 
Entering Unmasked Estep 
Score: -11710697.000000 Penalty: 3724.859131
	Iteration 52Q: 3 clusters Score -1.17107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 94050 members 
Entering Unmasked Estep 
Score: -11710702.000000 Penalty: 3724.859131
	Iteration 53Q: 3 clusters Score -1.17107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 94079 members 
Entering Unmasked Estep 
Score: -11710725.000000 Penalty: 3724.859131
	Iteration 54Q: 3 clusters Score -1.171072e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -11710729.000000 Penalty: 3724.859131
	Iteration 55Q: 3 clusters Score -1.171073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 94124 members 
Entering Unmasked Estep 
Score: -11710735.000000 Penalty: 3724.859131
	Iteration 56Q: 3 clusters Score -1.171074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
Score: -11710749.000000 Penalty: 3724.859131
	Iteration 57Q: 3 clusters Score -1.171075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -11710750.000000 Penalty: 3724.859131
	Iteration 58Q: 3 clusters Score -1.171075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
Score: -11710756.000000 Penalty: 3724.859131
	Iteration 59Q: 3 clusters Score -1.171076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -11710760.000000 Penalty: 3724.859131
	Iteration 60F: 3 clusters Score -1.171076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -11710754.000000 Penalty: 3724.859131
	Iteration 61Q: 3 clusters Score -1.171075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -11710753.000000 Penalty: 3724.859131
	Iteration 62Q: 3 clusters Score -1.171075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 94202 members 
Entering Unmasked Estep 
Score: -11710756.000000 Penalty: 3724.859131
	Iteration 63Q: 3 clusters Score -1.171076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -11710768.000000 Penalty: 3724.859131
	Iteration 64Q: 3 clusters Score -1.171077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 94218 members 
Entering Unmasked Estep 
Score: -11710760.000000 Penalty: 3724.859131
	Iteration 65Q: 3 clusters Score -1.171076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 94219 members 
Entering Unmasked Estep 
Score: -11710754.000000 Penalty: 3724.859131
	Iteration 66Q: 3 clusters Score -1.171075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -11710754.000000 Penalty: 3724.859131
	Iteration 67Q: 3 clusters Score -1.171075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 94222 members 
Entering Unmasked Estep 
Score: -11710759.000000 Penalty: 3724.859131
	Iteration 68Q: 3 clusters Score -1.171076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -11710764.000000 Penalty: 3724.859131
	Iteration 69Q: 3 clusters Score -1.171076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 94224 members 
Entering Unmasked Estep 
Score: -11710768.000000 Penalty: 3724.859131
	Iteration 70Q: 3 clusters Score -1.171077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -11710765.000000 Penalty: 3724.859131
	Iteration 71Q: 3 clusters Score -1.171076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 94227 members 
Entering Unmasked Estep 
Score: -11710763.000000 Penalty: 3724.859131
	Iteration 72Q: 3 clusters Score -1.171076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 94227 members 
Entering Unmasked Estep 
Score: -11710763.000000 Penalty: 3724.859131
	Iteration 73F: 3 clusters Score -1.171076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Entering Unmasked Estep 
Score: -788610.437500 Penalty: 1423.955322
	Iteration 0F: 2 clusters Score -788610.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -783727.812500 Penalty: 2847.910645
	Iteration 0F: 3 clusters Score -783727.8 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -785090.000000 Penalty: 2847.910645
	Iteration 1F: 3 clusters Score -785090 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -785297.187500 Penalty: 2847.910645
	Iteration 2F: 3 clusters Score -785297.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -785454.125000 Penalty: 2847.910645
	Iteration 3F: 3 clusters Score -785454.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -785595.062500 Penalty: 2847.910645
	Iteration 4Q: 3 clusters Score -785595.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -785726.562500 Penalty: 2847.910645
	Iteration 5Q: 3 clusters Score -785726.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -785844.062500 Penalty: 2847.910645
	Iteration 6Q: 3 clusters Score -785844.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -785949.625000 Penalty: 2847.910645
	Iteration 7Q: 3 clusters Score -785949.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -786041.937500 Penalty: 2847.910645
	Iteration 8Q: 3 clusters Score -786041.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -786136.562500 Penalty: 2847.910645
	Iteration 9Q: 3 clusters Score -786136.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -786238.500000 Penalty: 2847.910645
	Iteration 10Q: 3 clusters Score -786238.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -786358.375000 Penalty: 2847.910645
	Iteration 11Q: 3 clusters Score -786358.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -786504.375000 Penalty: 2847.910645
	Iteration 12Q: 3 clusters Score -786504.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -786689.812500 Penalty: 2847.910645
	Iteration 13Q: 3 clusters Score -786689.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -786887.187500 Penalty: 2847.910645
	Iteration 14Q: 3 clusters Score -786887.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -787071.750000 Penalty: 2847.910645
	Iteration 15Q: 3 clusters Score -787071.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -787178.875000 Penalty: 2847.910645
	Iteration 16Q: 3 clusters Score -787178.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -787232.125000 Penalty: 2847.910645
	Iteration 17Q: 3 clusters Score -787232.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -787270.187500 Penalty: 2847.910645
	Iteration 18Q: 3 clusters Score -787270.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -787289.687500 Penalty: 2847.910645
	Iteration 19Q: 3 clusters Score -787289.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -787299.625000 Penalty: 2847.910645
	Iteration 20F: 3 clusters Score -787299.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -787316.937500 Penalty: 2847.910645
	Iteration 21Q: 3 clusters Score -787316.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -787327.000000 Penalty: 2847.910645
	Iteration 22Q: 3 clusters Score -787327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -787336.750000 Penalty: 2847.910645
	Iteration 23Q: 3 clusters Score -787336.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -787341.187500 Penalty: 2847.910645
	Iteration 24Q: 3 clusters Score -787341.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -787343.750000 Penalty: 2847.910645
	Iteration 25Q: 3 clusters Score -787343.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -787344.875000 Penalty: 2847.910645
	Iteration 26Q: 3 clusters Score -787344.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -787349.312500 Penalty: 2847.910645
	Iteration 27Q: 3 clusters Score -787349.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -787354.312500 Penalty: 2847.910645
	Iteration 28Q: 3 clusters Score -787354.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -787357.562500 Penalty: 2847.910645
	Iteration 29Q: 3 clusters Score -787357.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -787362.875000 Penalty: 2847.910645
	Iteration 30Q: 3 clusters Score -787362.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -787366.187500 Penalty: 2847.910645
	Iteration 31Q: 3 clusters Score -787366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -787368.125000 Penalty: 2847.910645
	Iteration 32Q: 3 clusters Score -787368.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -787368.937500 Penalty: 2847.910645
	Iteration 33Q: 3 clusters Score -787368.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -787369.625000 Penalty: 2847.910645
	Iteration 34Q: 3 clusters Score -787369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -787369.875000 Penalty: 2847.910645
	Iteration 35Q: 3 clusters Score -787369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -787370.125000 Penalty: 2847.910645
	Iteration 36Q: 3 clusters Score -787370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -787370.000000 Penalty: 2847.910645
	Iteration 37Q: 3 clusters Score -787370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -787369.500000 Penalty: 2847.910645
	Iteration 38Q: 3 clusters Score -787369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -787371.187500 Penalty: 2847.910645
	Iteration 39Q: 3 clusters Score -787371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -787371.187500 Penalty: 2847.910645
	Iteration 40F: 3 clusters Score -787371.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -344183.031250 Penalty: 1298.193359
	Iteration 0F: 2 clusters Score -344183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -341475.500000 Penalty: 2596.386719
	Iteration 0F: 3 clusters Score -341475.5 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -342193.656250 Penalty: 2596.386719
	Iteration 1F: 3 clusters Score -342193.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -342381.406250 Penalty: 2596.386719
	Iteration 2F: 3 clusters Score -342381.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -342520.843750 Penalty: 2596.386719
	Iteration 3F: 3 clusters Score -342520.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -342665.031250 Penalty: 2596.386719
	Iteration 4F: 3 clusters Score -342665 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -342852.843750 Penalty: 2596.386719
	Iteration 5F: 3 clusters Score -342852.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -343027.718750 Penalty: 2596.386719
	Iteration 6F: 3 clusters Score -343027.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -343200.687500 Penalty: 2596.386719
	Iteration 7F: 3 clusters Score -343200.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -343345.625000 Penalty: 2596.386719
	Iteration 8Q: 3 clusters Score -343345.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -343435.406250 Penalty: 2596.386719
	Iteration 9Q: 3 clusters Score -343435.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -343502.187500 Penalty: 2596.386719
	Iteration 10Q: 3 clusters Score -343502.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -343564.375000 Penalty: 2596.386719
	Iteration 11Q: 3 clusters Score -343564.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -343628.593750 Penalty: 2596.386719
	Iteration 12Q: 3 clusters Score -343628.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -343685.281250 Penalty: 2596.386719
	Iteration 13Q: 3 clusters Score -343685.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -343731.500000 Penalty: 2596.386719
	Iteration 14Q: 3 clusters Score -343731.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -343772.156250 Penalty: 2596.386719
	Iteration 15Q: 3 clusters Score -343772.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -343810.375000 Penalty: 2596.386719
	Iteration 16Q: 3 clusters Score -343810.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -343834.312500 Penalty: 2596.386719
	Iteration 17Q: 3 clusters Score -343834.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -343860.468750 Penalty: 2596.386719
	Iteration 18Q: 3 clusters Score -343860.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -343889.437500 Penalty: 2596.386719
	Iteration 19Q: 3 clusters Score -343889.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -343922.593750 Penalty: 2596.386719
	Iteration 20F: 3 clusters Score -343922.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -343945.375000 Penalty: 2596.386719
	Iteration 21Q: 3 clusters Score -343945.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -343959.156250 Penalty: 2596.386719
	Iteration 22Q: 3 clusters Score -343959.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -343965.937500 Penalty: 2596.386719
	Iteration 23Q: 3 clusters Score -343965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -343967.281250 Penalty: 2596.386719
	Iteration 24Q: 3 clusters Score -343967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -343968.156250 Penalty: 2596.386719
	Iteration 25Q: 3 clusters Score -343968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -343969.031250 Penalty: 2596.386719
	Iteration 26Q: 3 clusters Score -343969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -343969.031250 Penalty: 2596.386719
	Iteration 27F: 3 clusters Score -343969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -192585.234375 Penalty: 1212.423096
	Iteration 0F: 2 clusters Score -192585.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -190686.156250 Penalty: 2424.846191
	Iteration 0F: 3 clusters Score -190686.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191237.359375 Penalty: 2424.846191
	Iteration 1F: 3 clusters Score -191237.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -191401.890625 Penalty: 2424.846191
	Iteration 2F: 3 clusters Score -191401.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -191592.781250 Penalty: 2424.846191
	Iteration 3F: 3 clusters Score -191592.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -191791.406250 Penalty: 2424.846191
	Iteration 4F: 3 clusters Score -191791.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -191974.656250 Penalty: 2424.846191
	Iteration 5F: 3 clusters Score -191974.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -192093.156250 Penalty: 2424.846191
	Iteration 6F: 3 clusters Score -192093.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -192170.203125 Penalty: 2424.846191
	Iteration 7Q: 3 clusters Score -192170.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -192248.906250 Penalty: 2424.846191
	Iteration 8Q: 3 clusters Score -192248.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -192338.234375 Penalty: 2424.846191
	Iteration 9Q: 3 clusters Score -192338.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -192414.296875 Penalty: 2424.846191
	Iteration 10Q: 3 clusters Score -192414.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -192454.187500 Penalty: 2424.846191
	Iteration 11Q: 3 clusters Score -192454.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -192496.718750 Penalty: 2424.846191
	Iteration 12Q: 3 clusters Score -192496.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -192544.296875 Penalty: 2424.846191
	Iteration 13Q: 3 clusters Score -192544.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -192603.000000 Penalty: 2424.846191
	Iteration 14Q: 3 clusters Score -192603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192632.656250 Penalty: 2424.846191
	Iteration 15Q: 3 clusters Score -192632.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -192651.937500 Penalty: 2424.846191
	Iteration 16Q: 3 clusters Score -192651.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -192674.921875 Penalty: 2424.846191
	Iteration 17Q: 3 clusters Score -192674.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -192698.593750 Penalty: 2424.846191
	Iteration 18Q: 3 clusters Score -192698.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -192711.703125 Penalty: 2424.846191
	Iteration 19Q: 3 clusters Score -192711.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -192720.562500 Penalty: 2424.846191
	Iteration 20F: 3 clusters Score -192720.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -192726.015625 Penalty: 2424.846191
	Iteration 21Q: 3 clusters Score -192726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -192729.140625 Penalty: 2424.846191
	Iteration 22Q: 3 clusters Score -192729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192730.515625 Penalty: 2424.846191
	Iteration 23Q: 3 clusters Score -192730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -192734.515625 Penalty: 2424.846191
	Iteration 24Q: 3 clusters Score -192734.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -192737.656250 Penalty: 2424.846191
	Iteration 25Q: 3 clusters Score -192737.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192740.687500 Penalty: 2424.846191
	Iteration 26Q: 3 clusters Score -192740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -192741.937500 Penalty: 2424.846191
	Iteration 27Q: 3 clusters Score -192741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -192741.937500 Penalty: 2424.846191
	Iteration 28F: 3 clusters Score -192741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 83685 members 
Mstep: Class 3 contains 84389 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28584 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49063 members 
Mstep: Class 8 contains 93619 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94950 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 50755 members 
Mstep: Class 26 contains 88527 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6993 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93912 members 
Mstep: Class 35 contains 796 members 
Entering Unmasked Estep 
Score: -102237120.000000 Penalty: 77592.265625
Splitting cluster 23 changes total score from -102237976.000000 to -102237120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (48344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Entering Unmasked Estep 
Score: -6156968.500000 Penalty: 1752.740845
	Iteration 0F: 2 clusters Score -6156968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -6125352.000000 Penalty: 3505.481689
	Iteration 0F: 3 clusters Score -6125352 nChanged 22653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -6138133.000000 Penalty: 3505.481689
	Iteration 1F: 3 clusters Score -6138133 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -6138784.000000 Penalty: 3505.481689
	Iteration 2Q: 3 clusters Score -6138784 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -6139867.000000 Penalty: 3505.481689
	Iteration 3Q: 3 clusters Score -6139867 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -6141635.000000 Penalty: 3505.481689
	Iteration 4F: 3 clusters Score -6141635 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -6144378.500000 Penalty: 3505.481689
	Iteration 5F: 3 clusters Score -6144378 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -6148000.500000 Penalty: 3505.481689
	Iteration 6F: 3 clusters Score -6148000 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -6151437.000000 Penalty: 3505.481689
	Iteration 7F: 3 clusters Score -6151437 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -6153386.000000 Penalty: 3505.481689
	Iteration 8Q: 3 clusters Score -6153386 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -6154200.000000 Penalty: 3505.481689
	Iteration 9Q: 3 clusters Score -6154200 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -6154590.500000 Penalty: 3505.481689
	Iteration 10Q: 3 clusters Score -6154590 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -6154871.000000 Penalty: 3505.481689
	Iteration 11Q: 3 clusters Score -6154871 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -6155165.500000 Penalty: 3505.481689
	Iteration 12Q: 3 clusters Score -6155166 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -6155362.500000 Penalty: 3505.481689
	Iteration 13Q: 3 clusters Score -6155362 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -6155536.000000 Penalty: 3505.481689
	Iteration 14Q: 3 clusters Score -6155536 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -6155663.000000 Penalty: 3505.481689
	Iteration 15Q: 3 clusters Score -6155663 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -6155748.500000 Penalty: 3505.481689
	Iteration 16Q: 3 clusters Score -6155748 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -6155812.500000 Penalty: 3505.481689
	Iteration 17Q: 3 clusters Score -6155812 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -6155841.000000 Penalty: 3505.481689
	Iteration 18Q: 3 clusters Score -6155841 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -6155869.500000 Penalty: 3505.481689
	Iteration 19Q: 3 clusters Score -6155870 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -6155875.000000 Penalty: 3505.481689
	Iteration 20F: 3 clusters Score -6155875 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -6155888.000000 Penalty: 3505.481689
	Iteration 21Q: 3 clusters Score -6155888 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -6155884.500000 Penalty: 3505.481689
	Iteration 22Q: 3 clusters Score -6155884 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -6155861.500000 Penalty: 3505.481689
	Iteration 23Q: 3 clusters Score -6155862 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -6155855.500000 Penalty: 3505.481689
	Iteration 24Q: 3 clusters Score -6155856 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -6155849.000000 Penalty: 3505.481689
	Iteration 25Q: 3 clusters Score -6155849 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -6155841.000000 Penalty: 3505.481689
	Iteration 26Q: 3 clusters Score -6155841 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -6155856.000000 Penalty: 3505.481689
	Iteration 27Q: 3 clusters Score -6155856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -6155860.500000 Penalty: 3505.481689
	Iteration 28Q: 3 clusters Score -6155860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -6155851.000000 Penalty: 3505.481689
	Iteration 29Q: 3 clusters Score -6155851 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6155849.500000 Penalty: 3505.481689
	Iteration 30Q: 3 clusters Score -6155850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -6155842.000000 Penalty: 3505.481689
	Iteration 31Q: 3 clusters Score -6155842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -6155849.500000 Penalty: 3505.481689
	Iteration 32Q: 3 clusters Score -6155850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -6155855.000000 Penalty: 3505.481689
	Iteration 33Q: 3 clusters Score -6155855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -6155855.000000 Penalty: 3505.481689
	Iteration 34Q: 3 clusters Score -6155855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -6155856.500000 Penalty: 3505.481689
	Iteration 35Q: 3 clusters Score -6155856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -6155841.000000 Penalty: 3505.481689
	Iteration 36Q: 3 clusters Score -6155841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -6155841.000000 Penalty: 3505.481689
	Iteration 37Q: 3 clusters Score -6155841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -6155835.000000 Penalty: 3505.481689
	Iteration 38Q: 3 clusters Score -6155835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -6155839.000000 Penalty: 3505.481689
	Iteration 39Q: 3 clusters Score -6155839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -6155834.500000 Penalty: 3505.481689
	Iteration 40F: 3 clusters Score -6155834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -6155830.000000 Penalty: 3505.481689
	Iteration 41Q: 3 clusters Score -6155830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -6155834.500000 Penalty: 3505.481689
	Iteration 42Q: 3 clusters Score -6155834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -6155828.000000 Penalty: 3505.481689
	Iteration 43Q: 3 clusters Score -6155828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -6155827.500000 Penalty: 3505.481689
	Iteration 44Q: 3 clusters Score -6155828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -6155823.500000 Penalty: 3505.481689
	Iteration 45Q: 3 clusters Score -6155824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -6155828.000000 Penalty: 3505.481689
	Iteration 46Q: 3 clusters Score -6155828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -6155828.000000 Penalty: 3505.481689
	Iteration 47Q: 3 clusters Score -6155828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -6155831.500000 Penalty: 3505.481689
	Iteration 48Q: 3 clusters Score -6155832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -6155833.000000 Penalty: 3505.481689
	Iteration 49Q: 3 clusters Score -6155833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -6155827.500000 Penalty: 3505.481689
	Iteration 50Q: 3 clusters Score -6155828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -6155825.500000 Penalty: 3505.481689
	Iteration 51Q: 3 clusters Score -6155826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -6155828.000000 Penalty: 3505.481689
	Iteration 52Q: 3 clusters Score -6155828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -6155825.000000 Penalty: 3505.481689
	Iteration 53Q: 3 clusters Score -6155825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -6155824.500000 Penalty: 3505.481689
	Iteration 54Q: 3 clusters Score -6155824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -6155821.500000 Penalty: 3505.481689
	Iteration 55Q: 3 clusters Score -6155822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -6155825.000000 Penalty: 3505.481689
	Iteration 56Q: 3 clusters Score -6155825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -6155819.000000 Penalty: 3505.481689
	Iteration 57Q: 3 clusters Score -6155819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -6155816.500000 Penalty: 3505.481689
	Iteration 58Q: 3 clusters Score -6155816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -6155819.500000 Penalty: 3505.481689
	Iteration 59Q: 3 clusters Score -6155820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -6155823.500000 Penalty: 3505.481689
	Iteration 60F: 3 clusters Score -6155824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -6155822.000000 Penalty: 3505.481689
	Iteration 61Q: 3 clusters Score -6155822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -6155822.000000 Penalty: 3505.481689
	Iteration 62F: 3 clusters Score -6155822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Entering Unmasked Estep 
Score: -6301479.000000 Penalty: 1760.649414
	Iteration 0F: 2 clusters Score -6301479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -6267924.500000 Penalty: 3521.298828
	Iteration 0F: 3 clusters Score -6267924 nChanged 23688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -6281071.500000 Penalty: 3521.298828
	Iteration 1F: 3 clusters Score -6281072 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -6281743.000000 Penalty: 3521.298828
	Iteration 2Q: 3 clusters Score -6281743 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -6282615.000000 Penalty: 3521.298828
	Iteration 3Q: 3 clusters Score -6282615 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -6284142.500000 Penalty: 3521.298828
	Iteration 4F: 3 clusters Score -6284142 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -6286818.500000 Penalty: 3521.298828
	Iteration 5F: 3 clusters Score -6286818 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -6290942.000000 Penalty: 3521.298828
	Iteration 6F: 3 clusters Score -6290942 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -6295412.500000 Penalty: 3521.298828
	Iteration 7F: 3 clusters Score -6295412 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6298248.500000 Penalty: 3521.298828
	Iteration 8F: 3 clusters Score -6298248 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6299356.000000 Penalty: 3521.298828
	Iteration 9Q: 3 clusters Score -6299356 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6299745.500000 Penalty: 3521.298828
	Iteration 10Q: 3 clusters Score -6299746 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6299849.500000 Penalty: 3521.298828
	Iteration 11Q: 3 clusters Score -6299850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -6299886.500000 Penalty: 3521.298828
	Iteration 12Q: 3 clusters Score -6299886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6299898.000000 Penalty: 3521.298828
	Iteration 13Q: 3 clusters Score -6299898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6299904.500000 Penalty: 3521.298828
	Iteration 14Q: 3 clusters Score -6299904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6299908.000000 Penalty: 3521.298828
	Iteration 15Q: 3 clusters Score -6299908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6299923.000000 Penalty: 3521.298828
	Iteration 16Q: 3 clusters Score -6299923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6299938.000000 Penalty: 3521.298828
	Iteration 17Q: 3 clusters Score -6299938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6299943.500000 Penalty: 3521.298828
	Iteration 18Q: 3 clusters Score -6299944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6299943.000000 Penalty: 3521.298828
	Iteration 19Q: 3 clusters Score -6299943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6299943.000000 Penalty: 3521.298828
	Iteration 20F: 3 clusters Score -6299943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (88527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Entering Unmasked Estep 
Score: -11141750.000000 Penalty: 1851.047729
	Iteration 0F: 2 clusters Score -1.114175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -11085810.000000 Penalty: 3702.095459
	Iteration 0F: 3 clusters Score -1.108581e+07 nChanged 42056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -11110340.000000 Penalty: 3702.095459
	Iteration 1F: 3 clusters Score -1.111034e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -11111379.000000 Penalty: 3702.095459
	Iteration 2Q: 3 clusters Score -1.111138e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -11113220.000000 Penalty: 3702.095459
	Iteration 3Q: 3 clusters Score -1.111322e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -11116357.000000 Penalty: 3702.095459
	Iteration 4F: 3 clusters Score -1.111636e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -11121080.000000 Penalty: 3702.095459
	Iteration 5F: 3 clusters Score -1.112108e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -11126597.000000 Penalty: 3702.095459
	Iteration 6F: 3 clusters Score -1.11266e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -11130012.000000 Penalty: 3702.095459
	Iteration 7F: 3 clusters Score -1.113001e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -11130978.000000 Penalty: 3702.095459
	Iteration 8Q: 3 clusters Score -1.113098e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -11131309.000000 Penalty: 3702.095459
	Iteration 9Q: 3 clusters Score -1.113131e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -11131496.000000 Penalty: 3702.095459
	Iteration 10Q: 3 clusters Score -1.11315e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -11131685.000000 Penalty: 3702.095459
	Iteration 11Q: 3 clusters Score -1.113168e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -11131824.000000 Penalty: 3702.095459
	Iteration 12Q: 3 clusters Score -1.113182e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -11131984.000000 Penalty: 3702.095459
	Iteration 13Q: 3 clusters Score -1.113198e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -11132221.000000 Penalty: 3702.095459
	Iteration 14Q: 3 clusters Score -1.113222e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -11132386.000000 Penalty: 3702.095459
	Iteration 15Q: 3 clusters Score -1.113239e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -11132552.000000 Penalty: 3702.095459
	Iteration 16Q: 3 clusters Score -1.113255e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -11132656.000000 Penalty: 3702.095459
	Iteration 17Q: 3 clusters Score -1.113266e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -11132785.000000 Penalty: 3702.095459
	Iteration 18Q: 3 clusters Score -1.113278e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -11132916.000000 Penalty: 3702.095459
	Iteration 19Q: 3 clusters Score -1.113292e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -11133099.000000 Penalty: 3702.095459
	Iteration 20F: 3 clusters Score -1.11331e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -11133216.000000 Penalty: 3702.095459
	Iteration 21Q: 3 clusters Score -1.113322e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -11133327.000000 Penalty: 3702.095459
	Iteration 22Q: 3 clusters Score -1.113333e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -11133452.000000 Penalty: 3702.095459
	Iteration 23Q: 3 clusters Score -1.113345e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -11133598.000000 Penalty: 3702.095459
	Iteration 24Q: 3 clusters Score -1.11336e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -11133688.000000 Penalty: 3702.095459
	Iteration 25Q: 3 clusters Score -1.113369e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -11133806.000000 Penalty: 3702.095459
	Iteration 26Q: 3 clusters Score -1.113381e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -11133977.000000 Penalty: 3702.095459
	Iteration 27Q: 3 clusters Score -1.113398e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -11134090.000000 Penalty: 3702.095459
	Iteration 28Q: 3 clusters Score -1.113409e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -11134101.000000 Penalty: 3702.095459
	Iteration 29Q: 3 clusters Score -1.11341e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -11134229.000000 Penalty: 3702.095459
	Iteration 30Q: 3 clusters Score -1.113423e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -11134274.000000 Penalty: 3702.095459
	Iteration 31Q: 3 clusters Score -1.113427e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -11134383.000000 Penalty: 3702.095459
	Iteration 32Q: 3 clusters Score -1.113438e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -11134471.000000 Penalty: 3702.095459
	Iteration 33Q: 3 clusters Score -1.113447e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -11134503.000000 Penalty: 3702.095459
	Iteration 34Q: 3 clusters Score -1.11345e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -11134519.000000 Penalty: 3702.095459
	Iteration 35Q: 3 clusters Score -1.113452e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -11134609.000000 Penalty: 3702.095459
	Iteration 36Q: 3 clusters Score -1.113461e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -11134702.000000 Penalty: 3702.095459
	Iteration 37Q: 3 clusters Score -1.11347e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -11134740.000000 Penalty: 3702.095459
	Iteration 38Q: 3 clusters Score -1.113474e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -11134819.000000 Penalty: 3702.095459
	Iteration 39Q: 3 clusters Score -1.113482e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -11134890.000000 Penalty: 3702.095459
	Iteration 40F: 3 clusters Score -1.113489e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -11134975.000000 Penalty: 3702.095459
	Iteration 41Q: 3 clusters Score -1.113498e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -11135038.000000 Penalty: 3702.095459
	Iteration 42Q: 3 clusters Score -1.113504e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -11135123.000000 Penalty: 3702.095459
	Iteration 43Q: 3 clusters Score -1.113512e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -11135206.000000 Penalty: 3702.095459
	Iteration 44Q: 3 clusters Score -1.113521e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -11135263.000000 Penalty: 3702.095459
	Iteration 45Q: 3 clusters Score -1.113526e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -11135377.000000 Penalty: 3702.095459
	Iteration 46Q: 3 clusters Score -1.113538e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -11135441.000000 Penalty: 3702.095459
	Iteration 47Q: 3 clusters Score -1.113544e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -11135488.000000 Penalty: 3702.095459
	Iteration 48Q: 3 clusters Score -1.113549e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -11135516.000000 Penalty: 3702.095459
	Iteration 49Q: 3 clusters Score -1.113552e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -11135565.000000 Penalty: 3702.095459
	Iteration 50Q: 3 clusters Score -1.113556e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -11135649.000000 Penalty: 3702.095459
	Iteration 51Q: 3 clusters Score -1.113565e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -11135630.000000 Penalty: 3702.095459
	Iteration 52Q: 3 clusters Score -1.113563e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -11135734.000000 Penalty: 3702.095459
	Iteration 53Q: 3 clusters Score -1.113573e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -11135782.000000 Penalty: 3702.095459
	Iteration 54Q: 3 clusters Score -1.113578e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -11135850.000000 Penalty: 3702.095459
	Iteration 55Q: 3 clusters Score -1.113585e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -11135851.000000 Penalty: 3702.095459
	Iteration 56Q: 3 clusters Score -1.113585e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -11135888.000000 Penalty: 3702.095459
	Iteration 57Q: 3 clusters Score -1.113589e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -11135927.000000 Penalty: 3702.095459
	Iteration 58Q: 3 clusters Score -1.113593e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -11135932.000000 Penalty: 3702.095459
	Iteration 59Q: 3 clusters Score -1.113593e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -11135954.000000 Penalty: 3702.095459
	Iteration 60F: 3 clusters Score -1.113595e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -11135931.000000 Penalty: 3702.095459
	Iteration 61Q: 3 clusters Score -1.113593e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -11135945.000000 Penalty: 3702.095459
	Iteration 62Q: 3 clusters Score -1.113594e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -11135927.000000 Penalty: 3702.095459
	Iteration 63Q: 3 clusters Score -1.113593e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -11135945.000000 Penalty: 3702.095459
	Iteration 64Q: 3 clusters Score -1.113594e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -11135964.000000 Penalty: 3702.095459
	Iteration 65Q: 3 clusters Score -1.113596e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -11135944.000000 Penalty: 3702.095459
	Iteration 66Q: 3 clusters Score -1.113594e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -11135961.000000 Penalty: 3702.095459
	Iteration 67Q: 3 clusters Score -1.113596e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -11135964.000000 Penalty: 3702.095459
	Iteration 68Q: 3 clusters Score -1.113596e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -11135946.000000 Penalty: 3702.095459
	Iteration 69Q: 3 clusters Score -1.113595e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -11135944.000000 Penalty: 3702.095459
	Iteration 70Q: 3 clusters Score -1.113594e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -11135943.000000 Penalty: 3702.095459
	Iteration 71Q: 3 clusters Score -1.113594e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -11135940.000000 Penalty: 3702.095459
	Iteration 72Q: 3 clusters Score -1.113594e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -11135943.000000 Penalty: 3702.095459
	Iteration 73Q: 3 clusters Score -1.113594e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -11135954.000000 Penalty: 3702.095459
	Iteration 74Q: 3 clusters Score -1.113595e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -11135946.000000 Penalty: 3702.095459
	Iteration 75Q: 3 clusters Score -1.113595e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -11135949.000000 Penalty: 3702.095459
	Iteration 76Q: 3 clusters Score -1.113595e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -11135943.000000 Penalty: 3702.095459
	Iteration 77Q: 3 clusters Score -1.113594e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -11135942.000000 Penalty: 3702.095459
	Iteration 78Q: 3 clusters Score -1.113594e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -11135954.000000 Penalty: 3702.095459
	Iteration 79Q: 3 clusters Score -1.113595e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -11135967.000000 Penalty: 3702.095459
	Iteration 80F: 3 clusters Score -1.113597e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -11135981.000000 Penalty: 3702.095459
	Iteration 81Q: 3 clusters Score -1.113598e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -11135977.000000 Penalty: 3702.095459
	Iteration 82Q: 3 clusters Score -1.113598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -11135988.000000 Penalty: 3702.095459
	Iteration 83Q: 3 clusters Score -1.113599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -11135985.000000 Penalty: 3702.095459
	Iteration 84Q: 3 clusters Score -1.113598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -11135979.000000 Penalty: 3702.095459
	Iteration 85Q: 3 clusters Score -1.113598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -11135977.000000 Penalty: 3702.095459
	Iteration 86Q: 3 clusters Score -1.113598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -11135983.000000 Penalty: 3702.095459
	Iteration 87Q: 3 clusters Score -1.113598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -11135988.000000 Penalty: 3702.095459
	Iteration 88Q: 3 clusters Score -1.113599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -11135977.000000 Penalty: 3702.095459
	Iteration 89Q: 3 clusters Score -1.113598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -11135982.000000 Penalty: 3702.095459
	Iteration 90Q: 3 clusters Score -1.113598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -11135988.000000 Penalty: 3702.095459
	Iteration 91Q: 3 clusters Score -1.113599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -11135984.000000 Penalty: 3702.095459
	Iteration 92Q: 3 clusters Score -1.113598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -11135983.000000 Penalty: 3702.095459
	Iteration 93Q: 3 clusters Score -1.113598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -11135992.000000 Penalty: 3702.095459
	Iteration 94Q: 3 clusters Score -1.113599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -11135996.000000 Penalty: 3702.095459
	Iteration 95Q: 3 clusters Score -1.1136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -11135990.000000 Penalty: 3702.095459
	Iteration 96Q: 3 clusters Score -1.113599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -11135992.000000 Penalty: 3702.095459
	Iteration 97Q: 3 clusters Score -1.113599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -11135994.000000 Penalty: 3702.095459
	Iteration 98Q: 3 clusters Score -1.113599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -11135985.000000 Penalty: 3702.095459
	Iteration 99Q: 3 clusters Score -1.113598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -11135989.000000 Penalty: 3702.095459
	Iteration 100F: 3 clusters Score -1.113599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -11135984.000000 Penalty: 3702.095459
	Iteration 101Q: 3 clusters Score -1.113598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -11135995.000000 Penalty: 3702.095459
	Iteration 102Q: 3 clusters Score -1.1136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -11135994.000000 Penalty: 3702.095459
	Iteration 103Q: 3 clusters Score -1.113599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -11136000.000000 Penalty: 3702.095459
	Iteration 104Q: 3 clusters Score -1.1136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -11135995.000000 Penalty: 3702.095459
	Iteration 105Q: 3 clusters Score -1.1136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -11135996.000000 Penalty: 3702.095459
	Iteration 106Q: 3 clusters Score -1.1136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -11135992.000000 Penalty: 3702.095459
	Iteration 107Q: 3 clusters Score -1.113599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -11135997.000000 Penalty: 3702.095459
	Iteration 108Q: 3 clusters Score -1.1136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -11135997.000000 Penalty: 3702.095459
	Iteration 109F: 3 clusters Score -1.1136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -46815.085938 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -46815.09 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 258 members 
Entering Unmasked Estep 
Score: -45831.972656 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -45831.97 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46219.847656 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -46219.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46424.464844 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -46424.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46564.308594 Penalty: 2019.096924
	Iteration 3F: 3 clusters Score -46564.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46688.414062 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -46688.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46818.640625 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -46818.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46905.945312 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -46905.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -46944.871094 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -46944.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -46993.109375 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -46993.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47071.992188 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -47071.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47111.003906 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -47111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47122.246094 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -47122.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47126.890625 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -47126.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47129.597656 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -47129.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47135.824219 Penalty: 2019.096924
	Iteration 14F: 3 clusters Score -47135.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47145.890625 Penalty: 2019.096924
	Iteration 15Q: 3 clusters Score -47145.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47145.890625 Penalty: 2019.096924
	Iteration 16F: 3 clusters Score -47145.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 83685 members 
Mstep: Class 3 contains 84389 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28584 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49063 members 
Mstep: Class 8 contains 93619 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94950 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 50755 members 
Mstep: Class 26 contains 88527 members 
Mstep: Class 27 contains 159 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6993 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93912 members 
Mstep: Class 35 contains 340 members 
Entering Unmasked Estep 
Score: -102237112.000000 Penalty: 77592.265625
Splitting cluster 27 changes total score from -102237976.000000 to -102237112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -8468.896484 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -8468.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7839.300293 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -7839.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7964.984863 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -7964.985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7977.221680 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -7977.222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7978.599609 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -7978.6 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: -7979.570801 Penalty: 1645.343384
	Iteration 4Q: 3 clusters Score -7979.571 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: -7979.570801 Penalty: 1645.343384
	Iteration 5F: 3 clusters Score -7979.571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Entering Unmasked Estep 
Score: -908105.125000 Penalty: 1449.996948
	Iteration 0F: 2 clusters Score -908105.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -902499.625000 Penalty: 2899.993896
	Iteration 0F: 3 clusters Score -902499.6 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -904269.875000 Penalty: 2899.993896
	Iteration 1F: 3 clusters Score -904269.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -904555.312500 Penalty: 2899.993896
	Iteration 2F: 3 clusters Score -904555.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -904784.437500 Penalty: 2899.993896
	Iteration 3F: 3 clusters Score -904784.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -904955.937500 Penalty: 2899.993896
	Iteration 4Q: 3 clusters Score -904955.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -905110.000000 Penalty: 2899.993896
	Iteration 5Q: 3 clusters Score -905110 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -905236.312500 Penalty: 2899.993896
	Iteration 6Q: 3 clusters Score -905236.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -905336.625000 Penalty: 2899.993896
	Iteration 7Q: 3 clusters Score -905336.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -905418.125000 Penalty: 2899.993896
	Iteration 8Q: 3 clusters Score -905418.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -905495.375000 Penalty: 2899.993896
	Iteration 9Q: 3 clusters Score -905495.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -905559.437500 Penalty: 2899.993896
	Iteration 10Q: 3 clusters Score -905559.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -905630.125000 Penalty: 2899.993896
	Iteration 11Q: 3 clusters Score -905630.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -905702.062500 Penalty: 2899.993896
	Iteration 12Q: 3 clusters Score -905702.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -905771.750000 Penalty: 2899.993896
	Iteration 13Q: 3 clusters Score -905771.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -905859.750000 Penalty: 2899.993896
	Iteration 14Q: 3 clusters Score -905859.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -905947.187500 Penalty: 2899.993896
	Iteration 15Q: 3 clusters Score -905947.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -906036.125000 Penalty: 2899.993896
	Iteration 16Q: 3 clusters Score -906036.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -906117.000000 Penalty: 2899.993896
	Iteration 17Q: 3 clusters Score -906117 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -906192.062500 Penalty: 2899.993896
	Iteration 18Q: 3 clusters Score -906192.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -906254.312500 Penalty: 2899.993896
	Iteration 19Q: 3 clusters Score -906254.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -906292.000000 Penalty: 2899.993896
	Iteration 20F: 3 clusters Score -906292 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -906323.062500 Penalty: 2899.993896
	Iteration 21Q: 3 clusters Score -906323.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -906343.000000 Penalty: 2899.993896
	Iteration 22Q: 3 clusters Score -906343 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -906365.875000 Penalty: 2899.993896
	Iteration 23Q: 3 clusters Score -906365.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -906381.375000 Penalty: 2899.993896
	Iteration 24Q: 3 clusters Score -906381.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -906399.312500 Penalty: 2899.993896
	Iteration 25Q: 3 clusters Score -906399.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -906415.062500 Penalty: 2899.993896
	Iteration 26Q: 3 clusters Score -906415.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -906426.812500 Penalty: 2899.993896
	Iteration 27Q: 3 clusters Score -906426.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -906440.812500 Penalty: 2899.993896
	Iteration 28Q: 3 clusters Score -906440.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -906446.312500 Penalty: 2899.993896
	Iteration 29Q: 3 clusters Score -906446.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -906456.500000 Penalty: 2899.993896
	Iteration 30Q: 3 clusters Score -906456.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -906461.937500 Penalty: 2899.993896
	Iteration 31Q: 3 clusters Score -906461.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -906463.812500 Penalty: 2899.993896
	Iteration 32Q: 3 clusters Score -906463.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -906467.687500 Penalty: 2899.993896
	Iteration 33Q: 3 clusters Score -906467.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -906470.937500 Penalty: 2899.993896
	Iteration 34Q: 3 clusters Score -906470.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -906474.250000 Penalty: 2899.993896
	Iteration 35Q: 3 clusters Score -906474.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -906478.937500 Penalty: 2899.993896
	Iteration 36Q: 3 clusters Score -906478.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -906483.375000 Penalty: 2899.993896
	Iteration 37Q: 3 clusters Score -906483.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -906490.000000 Penalty: 2899.993896
	Iteration 38Q: 3 clusters Score -906490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -906492.187500 Penalty: 2899.993896
	Iteration 39Q: 3 clusters Score -906492.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -906496.312500 Penalty: 2899.993896
	Iteration 40F: 3 clusters Score -906496.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -906502.750000 Penalty: 2899.993896
	Iteration 41Q: 3 clusters Score -906502.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -906506.125000 Penalty: 2899.993896
	Iteration 42Q: 3 clusters Score -906506.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -906508.625000 Penalty: 2899.993896
	Iteration 43Q: 3 clusters Score -906508.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -906509.937500 Penalty: 2899.993896
	Iteration 44Q: 3 clusters Score -906509.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -906508.687500 Penalty: 2899.993896
	Iteration 45Q: 3 clusters Score -906508.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -906513.937500 Penalty: 2899.993896
	Iteration 46Q: 3 clusters Score -906513.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -906517.187500 Penalty: 2899.993896
	Iteration 47Q: 3 clusters Score -906517.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -906521.437500 Penalty: 2899.993896
	Iteration 48Q: 3 clusters Score -906521.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -906525.562500 Penalty: 2899.993896
	Iteration 49Q: 3 clusters Score -906525.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -906534.000000 Penalty: 2899.993896
	Iteration 50Q: 3 clusters Score -906534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -906539.187500 Penalty: 2899.993896
	Iteration 51Q: 3 clusters Score -906539.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -906544.625000 Penalty: 2899.993896
	Iteration 52Q: 3 clusters Score -906544.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -906551.125000 Penalty: 2899.993896
	Iteration 53Q: 3 clusters Score -906551.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -906555.062500 Penalty: 2899.993896
	Iteration 54Q: 3 clusters Score -906555.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -906558.062500 Penalty: 2899.993896
	Iteration 55Q: 3 clusters Score -906558.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -906566.562500 Penalty: 2899.993896
	Iteration 56Q: 3 clusters Score -906566.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -906571.312500 Penalty: 2899.993896
	Iteration 57Q: 3 clusters Score -906571.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -906576.750000 Penalty: 2899.993896
	Iteration 58Q: 3 clusters Score -906576.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -906583.375000 Penalty: 2899.993896
	Iteration 59Q: 3 clusters Score -906583.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -906587.562500 Penalty: 2899.993896
	Iteration 60F: 3 clusters Score -906587.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -906589.687500 Penalty: 2899.993896
	Iteration 61Q: 3 clusters Score -906589.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -906590.500000 Penalty: 2899.993896
	Iteration 62Q: 3 clusters Score -906590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -906592.375000 Penalty: 2899.993896
	Iteration 63Q: 3 clusters Score -906592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -906593.812500 Penalty: 2899.993896
	Iteration 64Q: 3 clusters Score -906593.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -906596.812500 Penalty: 2899.993896
	Iteration 65Q: 3 clusters Score -906596.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -906597.250000 Penalty: 2899.993896
	Iteration 66Q: 3 clusters Score -906597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -906600.625000 Penalty: 2899.993896
	Iteration 67Q: 3 clusters Score -906600.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -906606.500000 Penalty: 2899.993896
	Iteration 68Q: 3 clusters Score -906606.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -906606.312500 Penalty: 2899.993896
	Iteration 69Q: 3 clusters Score -906606.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -906609.125000 Penalty: 2899.993896
	Iteration 70Q: 3 clusters Score -906609.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -906611.250000 Penalty: 2899.993896
	Iteration 71Q: 3 clusters Score -906611.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -906612.000000 Penalty: 2899.993896
	Iteration 72Q: 3 clusters Score -906612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -906615.375000 Penalty: 2899.993896
	Iteration 73Q: 3 clusters Score -906615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -906614.562500 Penalty: 2899.993896
	Iteration 74Q: 3 clusters Score -906614.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -906618.625000 Penalty: 2899.993896
	Iteration 75Q: 3 clusters Score -906618.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -906618.375000 Penalty: 2899.993896
	Iteration 76Q: 3 clusters Score -906618.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -906619.687500 Penalty: 2899.993896
	Iteration 77Q: 3 clusters Score -906619.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -906619.062500 Penalty: 2899.993896
	Iteration 78Q: 3 clusters Score -906619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -906619.812500 Penalty: 2899.993896
	Iteration 79Q: 3 clusters Score -906619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -906621.125000 Penalty: 2899.993896
	Iteration 80F: 3 clusters Score -906621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -906621.125000 Penalty: 2899.993896
	Iteration 81Q: 3 clusters Score -906621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -906621.375000 Penalty: 2899.993896
	Iteration 82Q: 3 clusters Score -906621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -906621.375000 Penalty: 2899.993896
	Iteration 83F: 3 clusters Score -906621.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -227597.968750 Penalty: 1236.199463
	Iteration 0F: 2 clusters Score -227598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -225508.812500 Penalty: 2472.398926
	Iteration 0F: 3 clusters Score -225508.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -225985.968750 Penalty: 2472.398926
	Iteration 1F: 3 clusters Score -225986 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -226178.984375 Penalty: 2472.398926
	Iteration 2F: 3 clusters Score -226179 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -226412.015625 Penalty: 2472.398926
	Iteration 3F: 3 clusters Score -226412 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -226659.156250 Penalty: 2472.398926
	Iteration 4F: 3 clusters Score -226659.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -226892.015625 Penalty: 2472.398926
	Iteration 5F: 3 clusters Score -226892 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -227110.296875 Penalty: 2472.398926
	Iteration 6F: 3 clusters Score -227110.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -227300.296875 Penalty: 2472.398926
	Iteration 7F: 3 clusters Score -227300.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -227443.203125 Penalty: 2472.398926
	Iteration 8F: 3 clusters Score -227443.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -227502.453125 Penalty: 2472.398926
	Iteration 9Q: 3 clusters Score -227502.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -227522.234375 Penalty: 2472.398926
	Iteration 10Q: 3 clusters Score -227522.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -227535.140625 Penalty: 2472.398926
	Iteration 11Q: 3 clusters Score -227535.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -227542.468750 Penalty: 2472.398926
	Iteration 12Q: 3 clusters Score -227542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -227543.796875 Penalty: 2472.398926
	Iteration 13Q: 3 clusters Score -227543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -227543.640625 Penalty: 2472.398926
	Iteration 14Q: 3 clusters Score -227543.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -227543.640625 Penalty: 2472.398926
	Iteration 15F: 3 clusters Score -227543.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Entering Unmasked Estep 
Score: -837087.312500 Penalty: 1438.558105
	Iteration 0F: 2 clusters Score -837087.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -831869.375000 Penalty: 2877.116211
	Iteration 0F: 3 clusters Score -831869.4 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -833389.500000 Penalty: 2877.116211
	Iteration 1F: 3 clusters Score -833389.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -833567.875000 Penalty: 2877.116211
	Iteration 2F: 3 clusters Score -833567.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -833688.187500 Penalty: 2877.116211
	Iteration 3Q: 3 clusters Score -833688.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -833768.937500 Penalty: 2877.116211
	Iteration 4Q: 3 clusters Score -833768.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -833848.375000 Penalty: 2877.116211
	Iteration 5Q: 3 clusters Score -833848.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -833923.875000 Penalty: 2877.116211
	Iteration 6Q: 3 clusters Score -833923.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -833990.187500 Penalty: 2877.116211
	Iteration 7Q: 3 clusters Score -833990.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -834064.812500 Penalty: 2877.116211
	Iteration 8Q: 3 clusters Score -834064.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -834137.250000 Penalty: 2877.116211
	Iteration 9Q: 3 clusters Score -834137.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -834220.875000 Penalty: 2877.116211
	Iteration 10Q: 3 clusters Score -834220.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -834338.562500 Penalty: 2877.116211
	Iteration 11Q: 3 clusters Score -834338.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -834487.625000 Penalty: 2877.116211
	Iteration 12Q: 3 clusters Score -834487.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -834656.562500 Penalty: 2877.116211
	Iteration 13Q: 3 clusters Score -834656.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -834847.562500 Penalty: 2877.116211
	Iteration 14Q: 3 clusters Score -834847.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -835018.687500 Penalty: 2877.116211
	Iteration 15Q: 3 clusters Score -835018.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -835186.937500 Penalty: 2877.116211
	Iteration 16Q: 3 clusters Score -835186.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -835369.250000 Penalty: 2877.116211
	Iteration 17Q: 3 clusters Score -835369.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -835516.062500 Penalty: 2877.116211
	Iteration 18Q: 3 clusters Score -835516.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -835615.937500 Penalty: 2877.116211
	Iteration 19Q: 3 clusters Score -835615.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -835713.187500 Penalty: 2877.116211
	Iteration 20F: 3 clusters Score -835713.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -835787.437500 Penalty: 2877.116211
	Iteration 21Q: 3 clusters Score -835787.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -835856.750000 Penalty: 2877.116211
	Iteration 22Q: 3 clusters Score -835856.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -835917.125000 Penalty: 2877.116211
	Iteration 23Q: 3 clusters Score -835917.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -835985.437500 Penalty: 2877.116211
	Iteration 24Q: 3 clusters Score -835985.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -836047.000000 Penalty: 2877.116211
	Iteration 25Q: 3 clusters Score -836047 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -836090.875000 Penalty: 2877.116211
	Iteration 26Q: 3 clusters Score -836090.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -836120.750000 Penalty: 2877.116211
	Iteration 27Q: 3 clusters Score -836120.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -836139.500000 Penalty: 2877.116211
	Iteration 28Q: 3 clusters Score -836139.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -836152.500000 Penalty: 2877.116211
	Iteration 29Q: 3 clusters Score -836152.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -836162.500000 Penalty: 2877.116211
	Iteration 30Q: 3 clusters Score -836162.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -836169.312500 Penalty: 2877.116211
	Iteration 31Q: 3 clusters Score -836169.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -836174.625000 Penalty: 2877.116211
	Iteration 32Q: 3 clusters Score -836174.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -836177.937500 Penalty: 2877.116211
	Iteration 33Q: 3 clusters Score -836177.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -836181.375000 Penalty: 2877.116211
	Iteration 34Q: 3 clusters Score -836181.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -836186.062500 Penalty: 2877.116211
	Iteration 35Q: 3 clusters Score -836186.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -836185.437500 Penalty: 2877.116211
	Iteration 36Q: 3 clusters Score -836185.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -836186.750000 Penalty: 2877.116211
	Iteration 37Q: 3 clusters Score -836186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -836188.000000 Penalty: 2877.116211
	Iteration 38Q: 3 clusters Score -836188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -836187.375000 Penalty: 2877.116211
	Iteration 39Q: 3 clusters Score -836187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -836187.250000 Penalty: 2877.116211
	Iteration 40F: 3 clusters Score -836187.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -18562.521484 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -18562.52 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 149 members 
Entering Unmasked Estep 
Score: -17905.330078 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -17905.33 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18124.843750 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18124.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18256.798828 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18256.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18319.242188 Penalty: 1827.805786
	Iteration 3F: 3 clusters Score -18319.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18350.796875 Penalty: 1827.805786
	Iteration 4F: 3 clusters Score -18350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18425.394531 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -18425.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18436.521484 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -18436.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18437.474609 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -18437.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18438.632812 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -18438.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18438.632812 Penalty: 1827.805786
	Iteration 9F: 3 clusters Score -18438.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -165732.687500 Penalty: 1187.855835
	Iteration 0F: 2 clusters Score -165732.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -164029.406250 Penalty: 2375.711670
	Iteration 0F: 3 clusters Score -164029.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -164433.734375 Penalty: 2375.711670
	Iteration 1F: 3 clusters Score -164433.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -164617.046875 Penalty: 2375.711670
	Iteration 2F: 3 clusters Score -164617 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -164780.515625 Penalty: 2375.711670
	Iteration 3F: 3 clusters Score -164780.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -164950.656250 Penalty: 2375.711670
	Iteration 4F: 3 clusters Score -164950.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -165117.156250 Penalty: 2375.711670
	Iteration 5F: 3 clusters Score -165117.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -165224.640625 Penalty: 2375.711670
	Iteration 6F: 3 clusters Score -165224.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -165288.156250 Penalty: 2375.711670
	Iteration 7Q: 3 clusters Score -165288.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -165323.875000 Penalty: 2375.711670
	Iteration 8Q: 3 clusters Score -165323.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -165344.562500 Penalty: 2375.711670
	Iteration 9Q: 3 clusters Score -165344.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -165356.703125 Penalty: 2375.711670
	Iteration 10Q: 3 clusters Score -165356.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -165364.953125 Penalty: 2375.711670
	Iteration 11Q: 3 clusters Score -165365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -165369.625000 Penalty: 2375.711670
	Iteration 12Q: 3 clusters Score -165369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -165370.968750 Penalty: 2375.711670
	Iteration 13Q: 3 clusters Score -165371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -165372.156250 Penalty: 2375.711670
	Iteration 14Q: 3 clusters Score -165372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -165372.468750 Penalty: 2375.711670
	Iteration 15Q: 3 clusters Score -165372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -165372.468750 Penalty: 2375.711670
	Iteration 16F: 3 clusters Score -165372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (93912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Entering Unmasked Estep 
Score: -11683901.000000 Penalty: 1860.643433
	Iteration 0F: 2 clusters Score -1.16839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -11624298.000000 Penalty: 3721.286865
	Iteration 0F: 3 clusters Score -1.16243e+07 nChanged 44921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -11650109.000000 Penalty: 3721.286865
	Iteration 1F: 3 clusters Score -1.165011e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -11650637.000000 Penalty: 3721.286865
	Iteration 2Q: 3 clusters Score -1.165064e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -11651265.000000 Penalty: 3721.286865
	Iteration 3Q: 3 clusters Score -1.165126e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -11652068.000000 Penalty: 3721.286865
	Iteration 4Q: 3 clusters Score -1.165207e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -11653391.000000 Penalty: 3721.286865
	Iteration 5Q: 3 clusters Score -1.165339e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -11655367.000000 Penalty: 3721.286865
	Iteration 6Q: 3 clusters Score -1.165537e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -11658775.000000 Penalty: 3721.286865
	Iteration 7F: 3 clusters Score -1.165878e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -11663712.000000 Penalty: 3721.286865
	Iteration 8F: 3 clusters Score -1.166371e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -11669333.000000 Penalty: 3721.286865
	Iteration 9F: 3 clusters Score -1.166933e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -11673976.000000 Penalty: 3721.286865
	Iteration 10F: 3 clusters Score -1.167398e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -11676889.000000 Penalty: 3721.286865
	Iteration 11Q: 3 clusters Score -1.167689e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -11678461.000000 Penalty: 3721.286865
	Iteration 12Q: 3 clusters Score -1.167846e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -11679294.000000 Penalty: 3721.286865
	Iteration 13Q: 3 clusters Score -1.167929e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -11679842.000000 Penalty: 3721.286865
	Iteration 14Q: 3 clusters Score -1.167984e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -11680281.000000 Penalty: 3721.286865
	Iteration 15Q: 3 clusters Score -1.168028e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -11680637.000000 Penalty: 3721.286865
	Iteration 16Q: 3 clusters Score -1.168064e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85330 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -11680911.000000 Penalty: 3721.286865
	Iteration 17Q: 3 clusters Score -1.168091e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86503 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -11681148.000000 Penalty: 3721.286865
	Iteration 18Q: 3 clusters Score -1.168115e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87546 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -11681403.000000 Penalty: 3721.286865
	Iteration 19Q: 3 clusters Score -1.16814e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88479 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -11681632.000000 Penalty: 3721.286865
	Iteration 20F: 3 clusters Score -1.168163e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -11681846.000000 Penalty: 3721.286865
	Iteration 21Q: 3 clusters Score -1.168185e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -11681959.000000 Penalty: 3721.286865
	Iteration 22Q: 3 clusters Score -1.168196e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -11682121.000000 Penalty: 3721.286865
	Iteration 23Q: 3 clusters Score -1.168212e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -11682185.000000 Penalty: 3721.286865
	Iteration 24Q: 3 clusters Score -1.168218e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91333 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -11682236.000000 Penalty: 3721.286865
	Iteration 25Q: 3 clusters Score -1.168224e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -11682329.000000 Penalty: 3721.286865
	Iteration 26Q: 3 clusters Score -1.168233e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -11682375.000000 Penalty: 3721.286865
	Iteration 27Q: 3 clusters Score -1.168238e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -11682409.000000 Penalty: 3721.286865
	Iteration 28Q: 3 clusters Score -1.168241e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -11682432.000000 Penalty: 3721.286865
	Iteration 29Q: 3 clusters Score -1.168243e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -11682443.000000 Penalty: 3721.286865
	Iteration 30Q: 3 clusters Score -1.168244e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -11682464.000000 Penalty: 3721.286865
	Iteration 31Q: 3 clusters Score -1.168246e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11682487.000000 Penalty: 3721.286865
	Iteration 32Q: 3 clusters Score -1.168249e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92467 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11682495.000000 Penalty: 3721.286865
	Iteration 33Q: 3 clusters Score -1.16825e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -11682506.000000 Penalty: 3721.286865
	Iteration 34Q: 3 clusters Score -1.168251e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92559 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11682495.000000 Penalty: 3721.286865
	Iteration 35Q: 3 clusters Score -1.16825e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11682508.000000 Penalty: 3721.286865
	Iteration 36Q: 3 clusters Score -1.168251e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11682510.000000 Penalty: 3721.286865
	Iteration 37Q: 3 clusters Score -1.168251e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11682539.000000 Penalty: 3721.286865
	Iteration 38Q: 3 clusters Score -1.168254e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11682529.000000 Penalty: 3721.286865
	Iteration 39Q: 3 clusters Score -1.168253e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -11682540.000000 Penalty: 3721.286865
	Iteration 40F: 3 clusters Score -1.168254e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11682536.000000 Penalty: 3721.286865
	Iteration 41Q: 3 clusters Score -1.168254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92751 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11682551.000000 Penalty: 3721.286865
	Iteration 42Q: 3 clusters Score -1.168255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11682557.000000 Penalty: 3721.286865
	Iteration 43Q: 3 clusters Score -1.168256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11682562.000000 Penalty: 3721.286865
	Iteration 44Q: 3 clusters Score -1.168256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11682572.000000 Penalty: 3721.286865
	Iteration 45Q: 3 clusters Score -1.168257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11682565.000000 Penalty: 3721.286865
	Iteration 46Q: 3 clusters Score -1.168256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11682570.000000 Penalty: 3721.286865
	Iteration 47Q: 3 clusters Score -1.168257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11682585.000000 Penalty: 3721.286865
	Iteration 48Q: 3 clusters Score -1.168258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -11682582.000000 Penalty: 3721.286865
	Iteration 49Q: 3 clusters Score -1.168258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92848 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11682585.000000 Penalty: 3721.286865
	Iteration 50Q: 3 clusters Score -1.168258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11682592.000000 Penalty: 3721.286865
	Iteration 51Q: 3 clusters Score -1.168259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11682603.000000 Penalty: 3721.286865
	Iteration 52Q: 3 clusters Score -1.16826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11682605.000000 Penalty: 3721.286865
	Iteration 53Q: 3 clusters Score -1.16826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92870 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11682591.000000 Penalty: 3721.286865
	Iteration 54Q: 3 clusters Score -1.168259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92875 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -11682589.000000 Penalty: 3721.286865
	Iteration 55Q: 3 clusters Score -1.168259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11682589.000000 Penalty: 3721.286865
	Iteration 56Q: 3 clusters Score -1.168259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11682583.000000 Penalty: 3721.286865
	Iteration 57Q: 3 clusters Score -1.168258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11682582.000000 Penalty: 3721.286865
	Iteration 58Q: 3 clusters Score -1.168258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11682579.000000 Penalty: 3721.286865
	Iteration 59Q: 3 clusters Score -1.168258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11682582.000000 Penalty: 3721.286865
	Iteration 60F: 3 clusters Score -1.168258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11682583.000000 Penalty: 3721.286865
	Iteration 61Q: 3 clusters Score -1.168258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11682586.000000 Penalty: 3721.286865
	Iteration 62Q: 3 clusters Score -1.168259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11682586.000000 Penalty: 3721.286865
	Iteration 63F: 3 clusters Score -1.168259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 83685 members 
Mstep: Class 3 contains 84389 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28584 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49063 members 
Mstep: Class 8 contains 93619 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94950 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48344 members 
Mstep: Class 25 contains 50755 members 
Mstep: Class 26 contains 88527 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6993 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237984.000000 Penalty: 75375.343750
Iteration 439Q: 35 clusters Score -1.02238e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 83736 members 
Mstep: Class 3 contains 84411 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28585 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49059 members 
Mstep: Class 8 contains 93617 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 6950 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 4597 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94935 members 
Mstep: Class 21 contains 6391 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 50746 members 
Mstep: Class 26 contains 88526 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6993 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238136.000000 Penalty: 75375.343750
Iteration 440F: 35 clusters Score -1.022381e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 83787 members 
Mstep: Class 3 contains 84419 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28585 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49057 members 
Mstep: Class 8 contains 93616 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13206 members 
Mstep: Class 11 contains 6949 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 4595 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94916 members 
Mstep: Class 21 contains 6391 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48348 members 
Mstep: Class 25 contains 50730 members 
Mstep: Class 26 contains 88529 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6993 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238040.000000 Penalty: 75375.343750
Iteration 441Q: 35 clusters Score -1.02238e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 83848 members 
Mstep: Class 3 contains 84418 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28586 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49057 members 
Mstep: Class 8 contains 93610 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13206 members 
Mstep: Class 11 contains 6950 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 4593 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94899 members 
Mstep: Class 21 contains 6391 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48349 members 
Mstep: Class 25 contains 50712 members 
Mstep: Class 26 contains 88527 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6992 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238240.000000 Penalty: 75375.343750
Iteration 442Q: 35 clusters Score -1.022382e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 83897 members 
Mstep: Class 3 contains 84423 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28587 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49058 members 
Mstep: Class 8 contains 93604 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13209 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 4593 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94886 members 
Mstep: Class 21 contains 6391 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48349 members 
Mstep: Class 25 contains 50705 members 
Mstep: Class 26 contains 88510 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6993 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238200.000000 Penalty: 75375.343750
Iteration 443Q: 35 clusters Score -1.022382e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 83912 members 
Mstep: Class 3 contains 84452 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28586 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49057 members 
Mstep: Class 8 contains 93599 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13206 members 
Mstep: Class 11 contains 6951 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 4593 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10048 members 
Mstep: Class 20 contains 94865 members 
Mstep: Class 21 contains 6390 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48349 members 
Mstep: Class 25 contains 50703 members 
Mstep: Class 26 contains 88522 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238064.000000 Penalty: 75375.343750
Iteration 444Q: 35 clusters Score -1.022381e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 83908 members 
Mstep: Class 3 contains 84478 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28585 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49058 members 
Mstep: Class 8 contains 93594 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13204 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 4591 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10048 members 
Mstep: Class 20 contains 94844 members 
Mstep: Class 21 contains 6388 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 50697 members 
Mstep: Class 26 contains 88537 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238056.000000 Penalty: 75375.343750
Iteration 445Q: 35 clusters Score -1.022381e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 83903 members 
Mstep: Class 3 contains 84516 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28584 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49059 members 
Mstep: Class 8 contains 93593 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 13205 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94825 members 
Mstep: Class 21 contains 6385 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48346 members 
Mstep: Class 25 contains 50681 members 
Mstep: Class 26 contains 88564 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238136.000000 Penalty: 75375.343750
Iteration 446Q: 35 clusters Score -1.022381e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 83932 members 
Mstep: Class 3 contains 84515 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28586 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49058 members 
Mstep: Class 8 contains 93591 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13210 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 4578 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94814 members 
Mstep: Class 21 contains 6382 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48346 members 
Mstep: Class 25 contains 50666 members 
Mstep: Class 26 contains 88580 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238120.000000 Penalty: 75375.343750
Iteration 447Q: 35 clusters Score -1.022381e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 83913 members 
Mstep: Class 3 contains 84541 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28588 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49056 members 
Mstep: Class 8 contains 93585 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13209 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 4568 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94815 members 
Mstep: Class 21 contains 6380 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 50649 members 
Mstep: Class 26 contains 88600 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6995 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238064.000000 Penalty: 75375.343750
Iteration 448Q: 35 clusters Score -1.022381e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 83907 members 
Mstep: Class 3 contains 84567 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28590 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49055 members 
Mstep: Class 8 contains 93581 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13212 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94805 members 
Mstep: Class 21 contains 6379 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 50631 members 
Mstep: Class 26 contains 88626 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7501 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6995 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237952.000000 Penalty: 75375.343750
Iteration 449Q: 35 clusters Score -1.02238e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 83921 members 
Mstep: Class 3 contains 84588 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28592 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49057 members 
Mstep: Class 8 contains 93582 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13215 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 4558 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94791 members 
Mstep: Class 21 contains 6380 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48341 members 
Mstep: Class 25 contains 50610 members 
Mstep: Class 26 contains 88637 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7501 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237968.000000 Penalty: 75375.343750
Iteration 450Q: 35 clusters Score -1.02238e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 83918 members 
Mstep: Class 3 contains 84602 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49057 members 
Mstep: Class 8 contains 93583 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13215 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 4555 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94787 members 
Mstep: Class 21 contains 6382 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48338 members 
Mstep: Class 25 contains 50597 members 
Mstep: Class 26 contains 88648 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7500 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6993 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237944.000000 Penalty: 75375.343750
Iteration 451Q: 35 clusters Score -1.022379e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 83919 members 
Mstep: Class 3 contains 84615 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49056 members 
Mstep: Class 8 contains 93584 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13214 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 4550 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 94788 members 
Mstep: Class 21 contains 6382 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48331 members 
Mstep: Class 25 contains 50580 members 
Mstep: Class 26 contains 88664 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7499 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6993 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237920.000000 Penalty: 75375.343750
Iteration 452Q: 35 clusters Score -1.022379e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 83936 members 
Mstep: Class 3 contains 84633 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49056 members 
Mstep: Class 8 contains 93578 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13212 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10049 members 
Mstep: Class 20 contains 94773 members 
Mstep: Class 21 contains 6380 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48332 members 
Mstep: Class 25 contains 50573 members 
Mstep: Class 26 contains 88683 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237904.000000 Penalty: 75375.343750
Iteration 453Q: 35 clusters Score -1.022379e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 83936 members 
Mstep: Class 3 contains 84657 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28591 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49054 members 
Mstep: Class 8 contains 93580 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13211 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94757 members 
Mstep: Class 21 contains 6375 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48329 members 
Mstep: Class 25 contains 50574 members 
Mstep: Class 26 contains 88718 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237912.000000 Penalty: 75375.343750
Iteration 454Q: 35 clusters Score -1.022379e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 83957 members 
Mstep: Class 3 contains 84672 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28592 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49054 members 
Mstep: Class 8 contains 93577 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13209 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94745 members 
Mstep: Class 21 contains 6375 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48323 members 
Mstep: Class 25 contains 50566 members 
Mstep: Class 26 contains 88758 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237856.000000 Penalty: 75375.343750
Iteration 455Q: 35 clusters Score -1.022379e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 83971 members 
Mstep: Class 3 contains 84684 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28592 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 93578 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13210 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94738 members 
Mstep: Class 21 contains 6374 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48320 members 
Mstep: Class 25 contains 50547 members 
Mstep: Class 26 contains 88793 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237840.000000 Penalty: 75375.343750
Iteration 456Q: 35 clusters Score -1.022378e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 83987 members 
Mstep: Class 3 contains 84679 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 93578 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13210 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94731 members 
Mstep: Class 21 contains 6371 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48317 members 
Mstep: Class 25 contains 50539 members 
Mstep: Class 26 contains 88827 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6995 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237856.000000 Penalty: 75375.343750
Iteration 457Q: 35 clusters Score -1.022379e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 83984 members 
Mstep: Class 3 contains 84696 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28595 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 93577 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13208 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94724 members 
Mstep: Class 21 contains 6368 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48315 members 
Mstep: Class 25 contains 50529 members 
Mstep: Class 26 contains 88865 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6995 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237760.000000 Penalty: 75375.343750
Iteration 458Q: 35 clusters Score -1.022378e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 83987 members 
Mstep: Class 3 contains 84710 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28595 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 93574 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13206 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 4529 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94719 members 
Mstep: Class 21 contains 6364 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48313 members 
Mstep: Class 25 contains 50535 members 
Mstep: Class 26 contains 88899 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237880.000000 Penalty: 75375.343750
Iteration 459Q: 35 clusters Score -1.022379e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 84018 members 
Mstep: Class 3 contains 84709 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28595 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49054 members 
Mstep: Class 8 contains 93572 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13204 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94719 members 
Mstep: Class 21 contains 6362 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48313 members 
Mstep: Class 25 contains 50523 members 
Mstep: Class 26 contains 88920 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237808.000000 Penalty: 75375.343750
Iteration 460F: 35 clusters Score -1.022378e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 84037 members 
Mstep: Class 3 contains 84718 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28595 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 93572 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13202 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94722 members 
Mstep: Class 21 contains 6361 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48311 members 
Mstep: Class 25 contains 50510 members 
Mstep: Class 26 contains 88948 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237872.000000 Penalty: 75375.343750
Iteration 461Q: 35 clusters Score -1.022379e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 84050 members 
Mstep: Class 3 contains 84726 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28596 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49050 members 
Mstep: Class 8 contains 93574 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13202 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4516 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94723 members 
Mstep: Class 21 contains 6358 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48310 members 
Mstep: Class 25 contains 50504 members 
Mstep: Class 26 contains 88965 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237808.000000 Penalty: 75375.343750
Iteration 462Q: 35 clusters Score -1.022378e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 84054 members 
Mstep: Class 3 contains 84744 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28595 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49050 members 
Mstep: Class 8 contains 93572 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13203 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4513 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5167 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94722 members 
Mstep: Class 21 contains 6353 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48308 members 
Mstep: Class 25 contains 50496 members 
Mstep: Class 26 contains 88991 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237792.000000 Penalty: 75375.343750
Iteration 463Q: 35 clusters Score -1.022378e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 84067 members 
Mstep: Class 3 contains 84750 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49049 members 
Mstep: Class 8 contains 93572 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13203 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4512 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5168 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94727 members 
Mstep: Class 21 contains 6346 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48309 members 
Mstep: Class 25 contains 50485 members 
Mstep: Class 26 contains 89013 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237752.000000 Penalty: 75375.343750
Iteration 464Q: 35 clusters Score -1.022378e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 84070 members 
Mstep: Class 3 contains 84769 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49048 members 
Mstep: Class 8 contains 93571 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13204 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4512 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5169 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94733 members 
Mstep: Class 21 contains 6340 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48308 members 
Mstep: Class 25 contains 50481 members 
Mstep: Class 26 contains 89034 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6994 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237776.000000 Penalty: 75375.343750
Iteration 465Q: 35 clusters Score -1.022378e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 84066 members 
Mstep: Class 3 contains 84798 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49048 members 
Mstep: Class 8 contains 93573 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13204 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4511 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94736 members 
Mstep: Class 21 contains 6339 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48303 members 
Mstep: Class 25 contains 50469 members 
Mstep: Class 26 contains 89034 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6995 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237840.000000 Penalty: 75375.343750
Iteration 466Q: 35 clusters Score -1.022378e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 84074 members 
Mstep: Class 3 contains 84807 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49048 members 
Mstep: Class 8 contains 93574 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4509 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94733 members 
Mstep: Class 21 contains 6337 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48300 members 
Mstep: Class 25 contains 50472 members 
Mstep: Class 26 contains 89053 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6996 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237856.000000 Penalty: 75375.343750
Iteration 467Q: 35 clusters Score -1.022379e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 84075 members 
Mstep: Class 3 contains 84818 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28595 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49045 members 
Mstep: Class 8 contains 93579 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4509 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94734 members 
Mstep: Class 21 contains 6339 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48296 members 
Mstep: Class 25 contains 50457 members 
Mstep: Class 26 contains 89080 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6996 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237912.000000 Penalty: 75375.343750
Iteration 468Q: 35 clusters Score -1.022379e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 84088 members 
Mstep: Class 3 contains 84818 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 93583 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13201 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4506 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94737 members 
Mstep: Class 21 contains 6338 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48293 members 
Mstep: Class 25 contains 50443 members 
Mstep: Class 26 contains 89101 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6996 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237808.000000 Penalty: 75375.343750
Iteration 469Q: 35 clusters Score -1.022378e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 84100 members 
Mstep: Class 3 contains 84818 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49048 members 
Mstep: Class 8 contains 93578 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13202 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4503 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94745 members 
Mstep: Class 21 contains 6336 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48294 members 
Mstep: Class 25 contains 50431 members 
Mstep: Class 26 contains 89111 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6996 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237792.000000 Penalty: 75375.343750
Iteration 470Q: 35 clusters Score -1.022378e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 84116 members 
Mstep: Class 3 contains 84821 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 93577 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13203 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4501 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94745 members 
Mstep: Class 21 contains 6335 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48295 members 
Mstep: Class 25 contains 50420 members 
Mstep: Class 26 contains 89121 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6996 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237888.000000 Penalty: 75375.343750
Iteration 471Q: 35 clusters Score -1.022379e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 84118 members 
Mstep: Class 3 contains 84840 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49041 members 
Mstep: Class 8 contains 93575 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13204 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4500 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94748 members 
Mstep: Class 21 contains 6333 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 1739 members 
Mstep: Class 24 contains 48296 members 
Mstep: Class 25 contains 50410 members 
Mstep: Class 26 contains 89132 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6996 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237792.000000 Penalty: 75375.343750
Iteration 472Q: 35 clusters Score -1.022378e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 84127 members 
Mstep: Class 3 contains 84852 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49039 members 
Mstep: Class 8 contains 93575 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13204 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4499 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94747 members 
Mstep: Class 21 contains 6333 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48295 members 
Mstep: Class 25 contains 50399 members 
Mstep: Class 26 contains 89144 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6997 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 93404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237824.000000 Penalty: 75375.343750
Iteration 473Q: 35 clusters Score -1.022378e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 84139 members 
Mstep: Class 3 contains 84869 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49038 members 
Mstep: Class 8 contains 93577 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13204 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4499 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94741 members 
Mstep: Class 21 contains 6332 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48290 members 
Mstep: Class 25 contains 50384 members 
Mstep: Class 26 contains 89151 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 6997 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237744.000000 Penalty: 75375.343750
Iteration 474Q: 35 clusters Score -1.022377e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 84145 members 
Mstep: Class 3 contains 84886 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49038 members 
Mstep: Class 8 contains 93570 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13201 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4500 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94743 members 
Mstep: Class 21 contains 6331 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48289 members 
Mstep: Class 25 contains 50370 members 
Mstep: Class 26 contains 89165 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6997 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237600.000000 Penalty: 75375.343750
Iteration 475Q: 35 clusters Score -1.022376e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 84160 members 
Mstep: Class 3 contains 84894 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49037 members 
Mstep: Class 8 contains 93563 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13201 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4499 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94745 members 
Mstep: Class 21 contains 6328 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48287 members 
Mstep: Class 25 contains 50363 members 
Mstep: Class 26 contains 89179 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 6999 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237648.000000 Penalty: 75375.343750
Iteration 476Q: 35 clusters Score -1.022376e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 84166 members 
Mstep: Class 3 contains 84901 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49036 members 
Mstep: Class 8 contains 93558 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4498 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94749 members 
Mstep: Class 21 contains 6326 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48287 members 
Mstep: Class 25 contains 50353 members 
Mstep: Class 26 contains 89202 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237600.000000 Penalty: 75375.343750
Iteration 477Q: 35 clusters Score -1.022376e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 84163 members 
Mstep: Class 3 contains 84913 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49035 members 
Mstep: Class 8 contains 93556 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13201 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4499 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94758 members 
Mstep: Class 21 contains 6323 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48284 members 
Mstep: Class 25 contains 50346 members 
Mstep: Class 26 contains 89224 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7002 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237616.000000 Penalty: 75375.343750
Iteration 478Q: 35 clusters Score -1.022376e+08 nChanged 164
Entering ConstructFrom: 
Score: -102237616.000000 Penalty: 75375.343750
Entering ConstructFrom: 
Trying to split cluster 1 (38726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Entering Unmasked Estep 
Score: -4700593.500000 Penalty: 1716.693237
	Iteration 0F: 2 clusters Score -4700594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4674782.000000 Penalty: 3433.386475
	Iteration 0F: 3 clusters Score -4674782 nChanged 17884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4684671.500000 Penalty: 3433.386475
	Iteration 1F: 3 clusters Score -4684672 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -4685046.000000 Penalty: 3433.386475
	Iteration 2Q: 3 clusters Score -4685046 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4685418.000000 Penalty: 3433.386475
	Iteration 3Q: 3 clusters Score -4685418 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4685768.000000 Penalty: 3433.386475
	Iteration 4Q: 3 clusters Score -4685768 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4686163.000000 Penalty: 3433.386475
	Iteration 5Q: 3 clusters Score -4686163 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4686762.000000 Penalty: 3433.386475
	Iteration 6Q: 3 clusters Score -4686762 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -4687606.000000 Penalty: 3433.386475
	Iteration 7Q: 3 clusters Score -4687606 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4688965.000000 Penalty: 3433.386475
	Iteration 8F: 3 clusters Score -4688965 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -4690898.000000 Penalty: 3433.386475
	Iteration 9F: 3 clusters Score -4690898 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -4693127.000000 Penalty: 3433.386475
	Iteration 10F: 3 clusters Score -4693127 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -4694578.500000 Penalty: 3433.386475
	Iteration 11F: 3 clusters Score -4694578 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4695312.500000 Penalty: 3433.386475
	Iteration 12Q: 3 clusters Score -4695312 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -4695887.000000 Penalty: 3433.386475
	Iteration 13Q: 3 clusters Score -4695887 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -4696363.000000 Penalty: 3433.386475
	Iteration 14Q: 3 clusters Score -4696363 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4696716.500000 Penalty: 3433.386475
	Iteration 15Q: 3 clusters Score -4696716 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4697039.500000 Penalty: 3433.386475
	Iteration 16Q: 3 clusters Score -4697040 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4697261.000000 Penalty: 3433.386475
	Iteration 17Q: 3 clusters Score -4697261 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4697419.000000 Penalty: 3433.386475
	Iteration 18Q: 3 clusters Score -4697419 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -4697529.000000 Penalty: 3433.386475
	Iteration 19Q: 3 clusters Score -4697529 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -4697586.000000 Penalty: 3433.386475
	Iteration 20F: 3 clusters Score -4697586 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -4697634.500000 Penalty: 3433.386475
	Iteration 21Q: 3 clusters Score -4697634 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -4697696.500000 Penalty: 3433.386475
	Iteration 22Q: 3 clusters Score -4697696 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -4697733.500000 Penalty: 3433.386475
	Iteration 23Q: 3 clusters Score -4697734 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -4697787.000000 Penalty: 3433.386475
	Iteration 24Q: 3 clusters Score -4697787 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -4697851.500000 Penalty: 3433.386475
	Iteration 25Q: 3 clusters Score -4697852 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -4697882.500000 Penalty: 3433.386475
	Iteration 26Q: 3 clusters Score -4697882 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -4697909.000000 Penalty: 3433.386475
	Iteration 27Q: 3 clusters Score -4697909 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -4697959.500000 Penalty: 3433.386475
	Iteration 28Q: 3 clusters Score -4697960 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -4697976.000000 Penalty: 3433.386475
	Iteration 29Q: 3 clusters Score -4697976 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -4698001.000000 Penalty: 3433.386475
	Iteration 30Q: 3 clusters Score -4698001 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -4698021.000000 Penalty: 3433.386475
	Iteration 31Q: 3 clusters Score -4698021 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -4698054.000000 Penalty: 3433.386475
	Iteration 32Q: 3 clusters Score -4698054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4698080.000000 Penalty: 3433.386475
	Iteration 33Q: 3 clusters Score -4698080 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -4698096.500000 Penalty: 3433.386475
	Iteration 34Q: 3 clusters Score -4698096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -4698090.500000 Penalty: 3433.386475
	Iteration 35Q: 3 clusters Score -4698090 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -4698104.000000 Penalty: 3433.386475
	Iteration 36Q: 3 clusters Score -4698104 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -4698117.000000 Penalty: 3433.386475
	Iteration 37Q: 3 clusters Score -4698117 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -4698133.000000 Penalty: 3433.386475
	Iteration 38Q: 3 clusters Score -4698133 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -4698153.000000 Penalty: 3433.386475
	Iteration 39Q: 3 clusters Score -4698153 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -4698162.000000 Penalty: 3433.386475
	Iteration 40F: 3 clusters Score -4698162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -4698191.500000 Penalty: 3433.386475
	Iteration 41Q: 3 clusters Score -4698192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4698218.000000 Penalty: 3433.386475
	Iteration 42Q: 3 clusters Score -4698218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4698218.500000 Penalty: 3433.386475
	Iteration 43Q: 3 clusters Score -4698218 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -4698218.500000 Penalty: 3433.386475
	Iteration 44Q: 3 clusters Score -4698218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -4698241.000000 Penalty: 3433.386475
	Iteration 45Q: 3 clusters Score -4698241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4698263.500000 Penalty: 3433.386475
	Iteration 46Q: 3 clusters Score -4698264 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4698273.500000 Penalty: 3433.386475
	Iteration 47Q: 3 clusters Score -4698274 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -4698284.500000 Penalty: 3433.386475
	Iteration 48Q: 3 clusters Score -4698284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -4698299.500000 Penalty: 3433.386475
	Iteration 49Q: 3 clusters Score -4698300 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4698307.500000 Penalty: 3433.386475
	Iteration 50Q: 3 clusters Score -4698308 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4698319.000000 Penalty: 3433.386475
	Iteration 51Q: 3 clusters Score -4698319 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -4698321.000000 Penalty: 3433.386475
	Iteration 52Q: 3 clusters Score -4698321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -4698322.000000 Penalty: 3433.386475
	Iteration 53Q: 3 clusters Score -4698322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -4698335.500000 Penalty: 3433.386475
	Iteration 54Q: 3 clusters Score -4698336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4698339.000000 Penalty: 3433.386475
	Iteration 55Q: 3 clusters Score -4698339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4698350.000000 Penalty: 3433.386475
	Iteration 56Q: 3 clusters Score -4698350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4698357.500000 Penalty: 3433.386475
	Iteration 57Q: 3 clusters Score -4698358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -4698361.500000 Penalty: 3433.386475
	Iteration 58Q: 3 clusters Score -4698362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -4698370.500000 Penalty: 3433.386475
	Iteration 59Q: 3 clusters Score -4698370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4698368.500000 Penalty: 3433.386475
	Iteration 60F: 3 clusters Score -4698368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -4698369.500000 Penalty: 3433.386475
	Iteration 61Q: 3 clusters Score -4698370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4698360.500000 Penalty: 3433.386475
	Iteration 62Q: 3 clusters Score -4698360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4698362.500000 Penalty: 3433.386475
	Iteration 63Q: 3 clusters Score -4698362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -4698381.000000 Penalty: 3433.386475
	Iteration 64Q: 3 clusters Score -4698381 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -4698398.500000 Penalty: 3433.386475
	Iteration 65Q: 3 clusters Score -4698398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -4698392.000000 Penalty: 3433.386475
	Iteration 66Q: 3 clusters Score -4698392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -4698393.500000 Penalty: 3433.386475
	Iteration 67Q: 3 clusters Score -4698394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4698401.500000 Penalty: 3433.386475
	Iteration 68Q: 3 clusters Score -4698402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -4698402.500000 Penalty: 3433.386475
	Iteration 69Q: 3 clusters Score -4698402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -4698408.500000 Penalty: 3433.386475
	Iteration 70Q: 3 clusters Score -4698408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -4698416.500000 Penalty: 3433.386475
	Iteration 71Q: 3 clusters Score -4698416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -4698427.000000 Penalty: 3433.386475
	Iteration 72Q: 3 clusters Score -4698427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -4698427.000000 Penalty: 3433.386475
	Iteration 73Q: 3 clusters Score -4698427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -4698428.500000 Penalty: 3433.386475
	Iteration 74Q: 3 clusters Score -4698428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4698426.000000 Penalty: 3433.386475
	Iteration 75Q: 3 clusters Score -4698426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -4698434.000000 Penalty: 3433.386475
	Iteration 76Q: 3 clusters Score -4698434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -4698454.000000 Penalty: 3433.386475
	Iteration 77Q: 3 clusters Score -4698454 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -4698440.500000 Penalty: 3433.386475
	Iteration 78Q: 3 clusters Score -4698440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4698447.000000 Penalty: 3433.386475
	Iteration 79Q: 3 clusters Score -4698447 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4698461 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4698488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4698490.500000 Penalty: 3433.386475
	Iteration 82Q: 3 clusters Score -4698490 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4698506.000000 Penalty: 3433.386475
	Iteration 83Q: 3 clusters Score -4698506 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -4698525.500000 Penalty: 3433.386475
	Iteration 84Q: 3 clusters Score -4698526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4698515.500000 Penalty: 3433.386475
	Iteration 85Q: 3 clusters Score -4698516 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4698509.000000 Penalty: 3433.386475
	Iteration 86Q: 3 clusters Score -4698509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4698531.500000 Penalty: 3433.386475
	Iteration 87Q: 3 clusters Score -4698532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4698556.500000 Penalty: 3433.386475
	Iteration 88Q: 3 clusters Score -4698556 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -4698559.500000 Penalty: 3433.386475
	Iteration 89Q: 3 clusters Score -4698560 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4698573.000000 Penalty: 3433.386475
	Iteration 90Q: 3 clusters Score -4698573 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4698600.500000 Penalty: 3433.386475
	Iteration 91Q: 3 clusters Score -4698600 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4698601.000000 Penalty: 3433.386475
	Iteration 92Q: 3 clusters Score -4698601 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -4698604.500000 Penalty: 3433.386475
	Iteration 93Q: 3 clusters Score -4698604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -4698624.500000 Penalty: 3433.386475
	Iteration 94Q: 3 clusters Score -4698624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4698634.000000 Penalty: 3433.386475
	Iteration 95Q: 3 clusters Score -4698634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -4698634.500000 Penalty: 3433.386475
	Iteration 96Q: 3 clusters Score -4698634 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4698655.000000 Penalty: 3433.386475
	Iteration 97Q: 3 clusters Score -4698655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -4698658.000000 Penalty: 3433.386475
	Iteration 98Q: 3 clusters Score -4698658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4698661.000000 Penalty: 3433.386475
	Iteration 99Q: 3 clusters Score -4698661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4698655.000000 Penalty: 3433.386475
	Iteration 100F: 3 clusters Score -4698655 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4698671.500000 Penalty: 3433.386475
	Iteration 101Q: 3 clusters Score -4698672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4698677.500000 Penalty: 3433.386475
	Iteration 102Q: 3 clusters Score -4698678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4698681.000000 Penalty: 3433.386475
	Iteration 103Q: 3 clusters Score -4698681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4698690.500000 Penalty: 3433.386475
	Iteration 104Q: 3 clusters Score -4698690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4698698.000000 Penalty: 3433.386475
	Iteration 105Q: 3 clusters Score -4698698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -4698702.000000 Penalty: 3433.386475
	Iteration 106Q: 3 clusters Score -4698702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4698710.500000 Penalty: 3433.386475
	Iteration 107Q: 3 clusters Score -4698710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4698710.500000 Penalty: 3433.386475
	Iteration 108Q: 3 clusters Score -4698710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -4698722.000000 Penalty: 3433.386475
	Iteration 109Q: 3 clusters Score -4698722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -4698722.000000 Penalty: 3433.386475
	Iteration 110Q: 3 clusters Score -4698722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4698720.500000 Penalty: 3433.386475
	Iteration 111Q: 3 clusters Score -4698720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4698731.000000 Penalty: 3433.386475
	Iteration 112Q: 3 clusters Score -4698731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4698741.500000 Penalty: 3433.386475
	Iteration 113Q: 3 clusters Score -4698742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4698754.500000 Penalty: 3433.386475
	Iteration 114Q: 3 clusters Score -4698754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -4698754.500000 Penalty: 3433.386475
	Iteration 115Q: 3 clusters Score -4698754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4698751.500000 Penalty: 3433.386475
	Iteration 116Q: 3 clusters Score -4698752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -4698746.000000 Penalty: 3433.386475
	Iteration 117Q: 3 clusters Score -4698746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -4698757.000000 Penalty: 3433.386475
	Iteration 118Q: 3 clusters Score -4698757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4698763.500000 Penalty: 3433.386475
	Iteration 119Q: 3 clusters Score -4698764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4698744.500000 Penalty: 3433.386475
	Iteration 120F: 3 clusters Score -4698744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4698756.500000 Penalty: 3433.386475
	Iteration 121Q: 3 clusters Score -4698756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -4698754.500000 Penalty: 3433.386475
	Iteration 122Q: 3 clusters Score -4698754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4698761.000000 Penalty: 3433.386475
	Iteration 123Q: 3 clusters Score -4698761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -4698758.500000 Penalty: 3433.386475
	Iteration 124Q: 3 clusters Score -4698758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4698778.500000 Penalty: 3433.386475
	Iteration 125Q: 3 clusters Score -4698778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4698781.000000 Penalty: 3433.386475
	Iteration 126Q: 3 clusters Score -4698781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -4698779.000000 Penalty: 3433.386475
	Iteration 127Q: 3 clusters Score -4698779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -4698780.500000 Penalty: 3433.386475
	Iteration 128Q: 3 clusters Score -4698780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -4698785.500000 Penalty: 3433.386475
	Iteration 129Q: 3 clusters Score -4698786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -4698791.000000 Penalty: 3433.386475
	Iteration 130Q: 3 clusters Score -4698791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4698789.500000 Penalty: 3433.386475
	Iteration 131Q: 3 clusters Score -4698790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4698783.500000 Penalty: 3433.386475
	Iteration 132Q: 3 clusters Score -4698784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -4698793.500000 Penalty: 3433.386475
	Iteration 133Q: 3 clusters Score -4698794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4698793.000000 Penalty: 3433.386475
	Iteration 134Q: 3 clusters Score -4698793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -4698792.000000 Penalty: 3433.386475
	Iteration 135Q: 3 clusters Score -4698792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4698804.000000 Penalty: 3433.386475
	Iteration 136Q: 3 clusters Score -4698804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4698804.000000 Penalty: 3433.386475
	Iteration 137Q: 3 clusters Score -4698804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4698802.500000 Penalty: 3433.386475
	Iteration 138Q: 3 clusters Score -4698802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4698814.500000 Penalty: 3433.386475
	Iteration 139Q: 3 clusters Score -4698814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -4698816.000000 Penalty: 3433.386475
	Iteration 140F: 3 clusters Score -4698816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -4698824.500000 Penalty: 3433.386475
	Iteration 141Q: 3 clusters Score -4698824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4698817.000000 Penalty: 3433.386475
	Iteration 142Q: 3 clusters Score -4698817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -4698824.500000 Penalty: 3433.386475
	Iteration 143Q: 3 clusters Score -4698824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -4698826.500000 Penalty: 3433.386475
	Iteration 144Q: 3 clusters Score -4698826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4698833.500000 Penalty: 3433.386475
	Iteration 145Q: 3 clusters Score -4698834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -4698835.000000 Penalty: 3433.386475
	Iteration 146Q: 3 clusters Score -4698835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4698828.000000 Penalty: 3433.386475
	Iteration 147Q: 3 clusters Score -4698828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4698836.000000 Penalty: 3433.386475
	Iteration 148Q: 3 clusters Score -4698836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4698836.500000 Penalty: 3433.386475
	Iteration 149Q: 3 clusters Score -4698836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4698838.000000 Penalty: 3433.386475
	Iteration 150Q: 3 clusters Score -4698838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4698830.000000 Penalty: 3433.386475
	Iteration 151Q: 3 clusters Score -4698830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4698831.000000 Penalty: 3433.386475
	Iteration 152Q: 3 clusters Score -4698831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4698832.000000 Penalty: 3433.386475
	Iteration 153Q: 3 clusters Score -4698832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4698824.500000 Penalty: 3433.386475
	Iteration 154Q: 3 clusters Score -4698824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4698829.500000 Penalty: 3433.386475
	Iteration 155Q: 3 clusters Score -4698830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4698832.000000 Penalty: 3433.386475
	Iteration 156Q: 3 clusters Score -4698832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -4698827.000000 Penalty: 3433.386475
	Iteration 157Q: 3 clusters Score -4698827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4698825.000000 Penalty: 3433.386475
	Iteration 158Q: 3 clusters Score -4698825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4698822.000000 Penalty: 3433.386475
	Iteration 159Q: 3 clusters Score -4698822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4698822.000000 Penalty: 3433.386475
	Iteration 160F: 3 clusters Score -4698822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Entering Unmasked Estep 
Score: -10512846.000000 Penalty: 1842.796387
	Iteration 0F: 2 clusters Score -1.051285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -10457321.000000 Penalty: 3685.592773
	Iteration 0F: 3 clusters Score -1.045732e+07 nChanged 40022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -10480750.000000 Penalty: 3685.592773
	Iteration 1F: 3 clusters Score -1.048075e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -10482523.000000 Penalty: 3685.592773
	Iteration 2F: 3 clusters Score -1.048252e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -10485878.000000 Penalty: 3685.592773
	Iteration 3F: 3 clusters Score -1.048588e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -10491409.000000 Penalty: 3685.592773
	Iteration 4F: 3 clusters Score -1.049141e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -10498272.000000 Penalty: 3685.592773
	Iteration 5F: 3 clusters Score -1.049827e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71665 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -10504257.000000 Penalty: 3685.592773
	Iteration 6F: 3 clusters Score -1.050426e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -10507336.000000 Penalty: 3685.592773
	Iteration 7Q: 3 clusters Score -1.050734e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -10508254.000000 Penalty: 3685.592773
	Iteration 8Q: 3 clusters Score -1.050825e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -10508556.000000 Penalty: 3685.592773
	Iteration 9Q: 3 clusters Score -1.050856e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -10508689.000000 Penalty: 3685.592773
	Iteration 10Q: 3 clusters Score -1.050869e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -10508810.000000 Penalty: 3685.592773
	Iteration 11Q: 3 clusters Score -1.050881e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -10508925.000000 Penalty: 3685.592773
	Iteration 12Q: 3 clusters Score -1.050892e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -10509114.000000 Penalty: 3685.592773
	Iteration 13Q: 3 clusters Score -1.050911e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -10509253.000000 Penalty: 3685.592773
	Iteration 14Q: 3 clusters Score -1.050925e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -10509480.000000 Penalty: 3685.592773
	Iteration 15Q: 3 clusters Score -1.050948e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76642 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -10509667.000000 Penalty: 3685.592773
	Iteration 16Q: 3 clusters Score -1.050967e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -10509864.000000 Penalty: 3685.592773
	Iteration 17Q: 3 clusters Score -1.050986e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -10510077.000000 Penalty: 3685.592773
	Iteration 18Q: 3 clusters Score -1.051008e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77876 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -10510215.000000 Penalty: 3685.592773
	Iteration 19Q: 3 clusters Score -1.051022e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -10510355.000000 Penalty: 3685.592773
	Iteration 20F: 3 clusters Score -1.051036e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -10510492.000000 Penalty: 3685.592773
	Iteration 21Q: 3 clusters Score -1.051049e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -10510646.000000 Penalty: 3685.592773
	Iteration 22Q: 3 clusters Score -1.051065e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -10510784.000000 Penalty: 3685.592773
	Iteration 23Q: 3 clusters Score -1.051078e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -10510849.000000 Penalty: 3685.592773
	Iteration 24Q: 3 clusters Score -1.051085e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -10510934.000000 Penalty: 3685.592773
	Iteration 25Q: 3 clusters Score -1.051093e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81038 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -10510999.000000 Penalty: 3685.592773
	Iteration 26Q: 3 clusters Score -1.0511e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -10511061.000000 Penalty: 3685.592773
	Iteration 27Q: 3 clusters Score -1.051106e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10511243.000000 Penalty: 3685.592773
	Iteration 28Q: 3 clusters Score -1.051124e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10511391.000000 Penalty: 3685.592773
	Iteration 29Q: 3 clusters Score -1.051139e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -10511485.000000 Penalty: 3685.592773
	Iteration 30Q: 3 clusters Score -1.051148e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -10511584.000000 Penalty: 3685.592773
	Iteration 31Q: 3 clusters Score -1.051158e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10511625.000000 Penalty: 3685.592773
	Iteration 32Q: 3 clusters Score -1.051162e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10511657.000000 Penalty: 3685.592773
	Iteration 33Q: 3 clusters Score -1.051166e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10511681.000000 Penalty: 3685.592773
	Iteration 34Q: 3 clusters Score -1.051168e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83367 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10511697.000000 Penalty: 3685.592773
	Iteration 35Q: 3 clusters Score -1.05117e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10511695.000000 Penalty: 3685.592773
	Iteration 36Q: 3 clusters Score -1.05117e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10511697.000000 Penalty: 3685.592773
	Iteration 37Q: 3 clusters Score -1.05117e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10511692.000000 Penalty: 3685.592773
	Iteration 38Q: 3 clusters Score -1.051169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83532 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10511674.000000 Penalty: 3685.592773
	Iteration 39Q: 3 clusters Score -1.051167e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83551 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10511677.000000 Penalty: 3685.592773
	Iteration 40F: 3 clusters Score -1.051168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10511681.000000 Penalty: 3685.592773
	Iteration 41Q: 3 clusters Score -1.051168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10511665.000000 Penalty: 3685.592773
	Iteration 42Q: 3 clusters Score -1.051166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10511670.000000 Penalty: 3685.592773
	Iteration 43Q: 3 clusters Score -1.051167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83593 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10511657.000000 Penalty: 3685.592773
	Iteration 44Q: 3 clusters Score -1.051166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10511657.000000 Penalty: 3685.592773
	Iteration 45Q: 3 clusters Score -1.051166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10511657.000000 Penalty: 3685.592773
	Iteration 46Q: 3 clusters Score -1.051166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10511655.000000 Penalty: 3685.592773
	Iteration 47Q: 3 clusters Score -1.051166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10511639.000000 Penalty: 3685.592773
	Iteration 48Q: 3 clusters Score -1.051164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10511645.000000 Penalty: 3685.592773
	Iteration 49Q: 3 clusters Score -1.051164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10511634.000000 Penalty: 3685.592773
	Iteration 50Q: 3 clusters Score -1.051163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10511647.000000 Penalty: 3685.592773
	Iteration 51Q: 3 clusters Score -1.051165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10511648.000000 Penalty: 3685.592773
	Iteration 52Q: 3 clusters Score -1.051165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10511648.000000 Penalty: 3685.592773
	Iteration 53F: 3 clusters Score -1.051165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Entering Unmasked Estep 
Score: -10640813.000000 Penalty: 1844.309082
	Iteration 0F: 2 clusters Score -1.064081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -10586277.000000 Penalty: 3688.618164
	Iteration 0F: 3 clusters Score -1.058628e+07 nChanged 40344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -10609604.000000 Penalty: 3688.618164
	Iteration 1F: 3 clusters Score -1.06096e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -10610442.000000 Penalty: 3688.618164
	Iteration 2Q: 3 clusters Score -1.061044e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -10611805.000000 Penalty: 3688.618164
	Iteration 3Q: 3 clusters Score -1.06118e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -10614112.000000 Penalty: 3688.618164
	Iteration 4F: 3 clusters Score -1.061411e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -10617867.000000 Penalty: 3688.618164
	Iteration 5F: 3 clusters Score -1.061787e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 65483 members 
Entering Unmasked Estep 
Score: -10623344.000000 Penalty: 3688.618164
	Iteration 6F: 3 clusters Score -1.062334e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -10629226.000000 Penalty: 3688.618164
	Iteration 7F: 3 clusters Score -1.062923e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -10633994.000000 Penalty: 3688.618164
	Iteration 8F: 3 clusters Score -1.063399e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -10636762.000000 Penalty: 3688.618164
	Iteration 9Q: 3 clusters Score -1.063676e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -10638092.000000 Penalty: 3688.618164
	Iteration 10Q: 3 clusters Score -1.063809e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -10638654.000000 Penalty: 3688.618164
	Iteration 11Q: 3 clusters Score -1.063865e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -10638872.000000 Penalty: 3688.618164
	Iteration 12Q: 3 clusters Score -1.063887e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -10639017.000000 Penalty: 3688.618164
	Iteration 13Q: 3 clusters Score -1.063902e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 83996 members 
Entering Unmasked Estep 
Score: -10639092.000000 Penalty: 3688.618164
	Iteration 14Q: 3 clusters Score -1.063909e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -10639123.000000 Penalty: 3688.618164
	Iteration 15Q: 3 clusters Score -1.063912e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -10639185.000000 Penalty: 3688.618164
	Iteration 16Q: 3 clusters Score -1.063918e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -10639213.000000 Penalty: 3688.618164
	Iteration 17Q: 3 clusters Score -1.063921e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -10639250.000000 Penalty: 3688.618164
	Iteration 18Q: 3 clusters Score -1.063925e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -10639283.000000 Penalty: 3688.618164
	Iteration 19Q: 3 clusters Score -1.063928e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
Score: -10639308.000000 Penalty: 3688.618164
	Iteration 20F: 3 clusters Score -1.063931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 84396 members 
Entering Unmasked Estep 
Score: -10639322.000000 Penalty: 3688.618164
	Iteration 21Q: 3 clusters Score -1.063932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -10639331.000000 Penalty: 3688.618164
	Iteration 22Q: 3 clusters Score -1.063933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 84421 members 
Entering Unmasked Estep 
Score: -10639339.000000 Penalty: 3688.618164
	Iteration 23Q: 3 clusters Score -1.063934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -10639336.000000 Penalty: 3688.618164
	Iteration 24Q: 3 clusters Score -1.063934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -10639337.000000 Penalty: 3688.618164
	Iteration 25Q: 3 clusters Score -1.063934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
Score: -10639341.000000 Penalty: 3688.618164
	Iteration 26Q: 3 clusters Score -1.063934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -10639346.000000 Penalty: 3688.618164
	Iteration 27Q: 3 clusters Score -1.063935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -10639354.000000 Penalty: 3688.618164
	Iteration 28Q: 3 clusters Score -1.063935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -10639351.000000 Penalty: 3688.618164
	Iteration 29Q: 3 clusters Score -1.063935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -10639349.000000 Penalty: 3688.618164
	Iteration 30Q: 3 clusters Score -1.063935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -10639342.000000 Penalty: 3688.618164
	Iteration 31Q: 3 clusters Score -1.063934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -10639342.000000 Penalty: 3688.618164
	Iteration 32F: 3 clusters Score -1.063934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -239552.687500 Penalty: 1241.676147
	Iteration 0F: 2 clusters Score -239552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -237444.250000 Penalty: 2483.352295
	Iteration 0F: 3 clusters Score -237444.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -237989.968750 Penalty: 2483.352295
	Iteration 1F: 3 clusters Score -237990 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -238182.562500 Penalty: 2483.352295
	Iteration 2F: 3 clusters Score -238182.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -238330.984375 Penalty: 2483.352295
	Iteration 3F: 3 clusters Score -238331 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -238470.125000 Penalty: 2483.352295
	Iteration 4F: 3 clusters Score -238470.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -238622.046875 Penalty: 2483.352295
	Iteration 5F: 3 clusters Score -238622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -238742.812500 Penalty: 2483.352295
	Iteration 6Q: 3 clusters Score -238742.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -238811.453125 Penalty: 2483.352295
	Iteration 7Q: 3 clusters Score -238811.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -238858.218750 Penalty: 2483.352295
	Iteration 8Q: 3 clusters Score -238858.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -238895.765625 Penalty: 2483.352295
	Iteration 9Q: 3 clusters Score -238895.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -238918.453125 Penalty: 2483.352295
	Iteration 10Q: 3 clusters Score -238918.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -238933.546875 Penalty: 2483.352295
	Iteration 11Q: 3 clusters Score -238933.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -238945.234375 Penalty: 2483.352295
	Iteration 12Q: 3 clusters Score -238945.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -238958.093750 Penalty: 2483.352295
	Iteration 13Q: 3 clusters Score -238958.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -238967.390625 Penalty: 2483.352295
	Iteration 14Q: 3 clusters Score -238967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -238974.718750 Penalty: 2483.352295
	Iteration 15Q: 3 clusters Score -238974.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -238982.765625 Penalty: 2483.352295
	Iteration 16Q: 3 clusters Score -238982.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -238993.968750 Penalty: 2483.352295
	Iteration 17Q: 3 clusters Score -238994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -239003.453125 Penalty: 2483.352295
	Iteration 18Q: 3 clusters Score -239003.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -239008.531250 Penalty: 2483.352295
	Iteration 19Q: 3 clusters Score -239008.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -239012.921875 Penalty: 2483.352295
	Iteration 20F: 3 clusters Score -239012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -239017.796875 Penalty: 2483.352295
	Iteration 21Q: 3 clusters Score -239017.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -239021.421875 Penalty: 2483.352295
	Iteration 22Q: 3 clusters Score -239021.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -239025.281250 Penalty: 2483.352295
	Iteration 23Q: 3 clusters Score -239025.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -239027.953125 Penalty: 2483.352295
	Iteration 24Q: 3 clusters Score -239028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -239031.328125 Penalty: 2483.352295
	Iteration 25Q: 3 clusters Score -239031.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -239033.625000 Penalty: 2483.352295
	Iteration 26Q: 3 clusters Score -239033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -239036.500000 Penalty: 2483.352295
	Iteration 27Q: 3 clusters Score -239036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -239039.593750 Penalty: 2483.352295
	Iteration 28Q: 3 clusters Score -239039.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -239042.093750 Penalty: 2483.352295
	Iteration 29Q: 3 clusters Score -239042.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -239043.281250 Penalty: 2483.352295
	Iteration 30Q: 3 clusters Score -239043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -239045.468750 Penalty: 2483.352295
	Iteration 31Q: 3 clusters Score -239045.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -239049.031250 Penalty: 2483.352295
	Iteration 32Q: 3 clusters Score -239049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -239050.390625 Penalty: 2483.352295
	Iteration 33Q: 3 clusters Score -239050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -239051.562500 Penalty: 2483.352295
	Iteration 34Q: 3 clusters Score -239051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -239051.906250 Penalty: 2483.352295
	Iteration 35Q: 3 clusters Score -239051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -239052.828125 Penalty: 2483.352295
	Iteration 36Q: 3 clusters Score -239052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -239053.453125 Penalty: 2483.352295
	Iteration 37Q: 3 clusters Score -239053.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -239055.515625 Penalty: 2483.352295
	Iteration 38Q: 3 clusters Score -239055.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -239062.187500 Penalty: 2483.352295
	Iteration 39Q: 3 clusters Score -239062.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -239076.828125 Penalty: 2483.352295
	Iteration 40F: 3 clusters Score -239076.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -239083.125000 Penalty: 2483.352295
	Iteration 41Q: 3 clusters Score -239083.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -239088.531250 Penalty: 2483.352295
	Iteration 42Q: 3 clusters Score -239088.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -239092.343750 Penalty: 2483.352295
	Iteration 43Q: 3 clusters Score -239092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -239094.906250 Penalty: 2483.352295
	Iteration 44Q: 3 clusters Score -239094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -239096.625000 Penalty: 2483.352295
	Iteration 45Q: 3 clusters Score -239096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -239099.203125 Penalty: 2483.352295
	Iteration 46Q: 3 clusters Score -239099.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -239105.359375 Penalty: 2483.352295
	Iteration 47Q: 3 clusters Score -239105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -239112.078125 Penalty: 2483.352295
	Iteration 48Q: 3 clusters Score -239112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -239115.593750 Penalty: 2483.352295
	Iteration 49Q: 3 clusters Score -239115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -239116.812500 Penalty: 2483.352295
	Iteration 50Q: 3 clusters Score -239116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -239116.812500 Penalty: 2483.352295
	Iteration 51F: 3 clusters Score -239116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Entering Unmasked Estep 
Score: -3536161.500000 Penalty: 1667.404663
	Iteration 0F: 2 clusters Score -3536162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -3516823.000000 Penalty: 3334.809326
	Iteration 0F: 3 clusters Score -3516823 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3524099.500000 Penalty: 3334.809326
	Iteration 1F: 3 clusters Score -3524100 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3524425.750000 Penalty: 3334.809326
	Iteration 2Q: 3 clusters Score -3524426 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3524785.750000 Penalty: 3334.809326
	Iteration 3Q: 3 clusters Score -3524786 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3525163.500000 Penalty: 3334.809326
	Iteration 4Q: 3 clusters Score -3525164 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3525580.000000 Penalty: 3334.809326
	Iteration 5Q: 3 clusters Score -3525580 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3526077.750000 Penalty: 3334.809326
	Iteration 6Q: 3 clusters Score -3526078 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3526743.250000 Penalty: 3334.809326
	Iteration 7Q: 3 clusters Score -3526743 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3527719.250000 Penalty: 3334.809326
	Iteration 8F: 3 clusters Score -3527719 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3528952.250000 Penalty: 3334.809326
	Iteration 9F: 3 clusters Score -3528952 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3530242.000000 Penalty: 3334.809326
	Iteration 10F: 3 clusters Score -3530242 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3531118.750000 Penalty: 3334.809326
	Iteration 11F: 3 clusters Score -3531119 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3531542.000000 Penalty: 3334.809326
	Iteration 12Q: 3 clusters Score -3531542 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3531737.750000 Penalty: 3334.809326
	Iteration 13Q: 3 clusters Score -3531738 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3531863.000000 Penalty: 3334.809326
	Iteration 14Q: 3 clusters Score -3531863 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3531964.500000 Penalty: 3334.809326
	Iteration 15Q: 3 clusters Score -3531964 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3532023.500000 Penalty: 3334.809326
	Iteration 16Q: 3 clusters Score -3532024 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3532104.000000 Penalty: 3334.809326
	Iteration 17Q: 3 clusters Score -3532104 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3532163.250000 Penalty: 3334.809326
	Iteration 18Q: 3 clusters Score -3532163 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3532241.000000 Penalty: 3334.809326
	Iteration 19Q: 3 clusters Score -3532241 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3532293.250000 Penalty: 3334.809326
	Iteration 20F: 3 clusters Score -3532293 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3532345.500000 Penalty: 3334.809326
	Iteration 21Q: 3 clusters Score -3532346 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3532393.500000 Penalty: 3334.809326
	Iteration 22Q: 3 clusters Score -3532394 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3532450.500000 Penalty: 3334.809326
	Iteration 23Q: 3 clusters Score -3532450 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3532505.000000 Penalty: 3334.809326
	Iteration 24Q: 3 clusters Score -3532505 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3532556.000000 Penalty: 3334.809326
	Iteration 25Q: 3 clusters Score -3532556 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -3532617.500000 Penalty: 3334.809326
	Iteration 26Q: 3 clusters Score -3532618 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3532671.000000 Penalty: 3334.809326
	Iteration 27Q: 3 clusters Score -3532671 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3532714.250000 Penalty: 3334.809326
	Iteration 28Q: 3 clusters Score -3532714 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3532776.750000 Penalty: 3334.809326
	Iteration 29Q: 3 clusters Score -3532777 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3532848.250000 Penalty: 3334.809326
	Iteration 30Q: 3 clusters Score -3532848 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3532899.500000 Penalty: 3334.809326
	Iteration 31Q: 3 clusters Score -3532900 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -3532978.000000 Penalty: 3334.809326
	Iteration 32Q: 3 clusters Score -3532978 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3533059.250000 Penalty: 3334.809326
	Iteration 33Q: 3 clusters Score -3533059 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3533138.750000 Penalty: 3334.809326
	Iteration 34Q: 3 clusters Score -3533139 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3533241.250000 Penalty: 3334.809326
	Iteration 35Q: 3 clusters Score -3533241 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3533325.250000 Penalty: 3334.809326
	Iteration 36Q: 3 clusters Score -3533325 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3533407.000000 Penalty: 3334.809326
	Iteration 37Q: 3 clusters Score -3533407 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3533495.000000 Penalty: 3334.809326
	Iteration 38Q: 3 clusters Score -3533495 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3533579.500000 Penalty: 3334.809326
	Iteration 39Q: 3 clusters Score -3533580 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3533637.250000 Penalty: 3334.809326
	Iteration 40F: 3 clusters Score -3533637 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3533713.000000 Penalty: 3334.809326
	Iteration 41Q: 3 clusters Score -3533713 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3533743.500000 Penalty: 3334.809326
	Iteration 42Q: 3 clusters Score -3533744 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3533778.250000 Penalty: 3334.809326
	Iteration 43Q: 3 clusters Score -3533778 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3533824.250000 Penalty: 3334.809326
	Iteration 44Q: 3 clusters Score -3533824 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3533855.000000 Penalty: 3334.809326
	Iteration 45Q: 3 clusters Score -3533855 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3533871.500000 Penalty: 3334.809326
	Iteration 46Q: 3 clusters Score -3533872 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3533904.750000 Penalty: 3334.809326
	Iteration 47Q: 3 clusters Score -3533905 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3533935.000000 Penalty: 3334.809326
	Iteration 48Q: 3 clusters Score -3533935 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3533960.250000 Penalty: 3334.809326
	Iteration 49Q: 3 clusters Score -3533960 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3533975.250000 Penalty: 3334.809326
	Iteration 50Q: 3 clusters Score -3533975 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3534003.500000 Penalty: 3334.809326
	Iteration 51Q: 3 clusters Score -3534004 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3534017.500000 Penalty: 3334.809326
	Iteration 52Q: 3 clusters Score -3534018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3534036.000000 Penalty: 3334.809326
	Iteration 53Q: 3 clusters Score -3534036 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3534055.750000 Penalty: 3334.809326
	Iteration 54Q: 3 clusters Score -3534056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3534080.000000 Penalty: 3334.809326
	Iteration 55Q: 3 clusters Score -3534080 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3534107.750000 Penalty: 3334.809326
	Iteration 56Q: 3 clusters Score -3534108 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3534124.750000 Penalty: 3334.809326
	Iteration 57Q: 3 clusters Score -3534125 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3534153.000000 Penalty: 3334.809326
	Iteration 58Q: 3 clusters Score -3534153 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3534168.000000 Penalty: 3334.809326
	Iteration 59Q: 3 clusters Score -3534168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3534181.000000 Penalty: 3334.809326
	Iteration 60F: 3 clusters Score -3534181 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3534185.000000 Penalty: 3334.809326
	Iteration 61Q: 3 clusters Score -3534185 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3534198.750000 Penalty: 3334.809326
	Iteration 62Q: 3 clusters Score -3534199 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3534217.500000 Penalty: 3334.809326
	Iteration 63Q: 3 clusters Score -3534218 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3534232.250000 Penalty: 3334.809326
	Iteration 64Q: 3 clusters Score -3534232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3534256.000000 Penalty: 3334.809326
	Iteration 65Q: 3 clusters Score -3534256 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3534267.250000 Penalty: 3334.809326
	Iteration 66Q: 3 clusters Score -3534267 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3534288.000000 Penalty: 3334.809326
	Iteration 67Q: 3 clusters Score -3534288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3534302.000000 Penalty: 3334.809326
	Iteration 68Q: 3 clusters Score -3534302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3534325.500000 Penalty: 3334.809326
	Iteration 69Q: 3 clusters Score -3534326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3534349.000000 Penalty: 3334.809326
	Iteration 70Q: 3 clusters Score -3534349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3534360.500000 Penalty: 3334.809326
	Iteration 71Q: 3 clusters Score -3534360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3534369.750000 Penalty: 3334.809326
	Iteration 72Q: 3 clusters Score -3534370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3534377.250000 Penalty: 3334.809326
	Iteration 73Q: 3 clusters Score -3534377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3534377.500000 Penalty: 3334.809326
	Iteration 74Q: 3 clusters Score -3534378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3534396.500000 Penalty: 3334.809326
	Iteration 75Q: 3 clusters Score -3534396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3534418.750000 Penalty: 3334.809326
	Iteration 76Q: 3 clusters Score -3534419 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3534425.500000 Penalty: 3334.809326
	Iteration 77Q: 3 clusters Score -3534426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3534429.500000 Penalty: 3334.809326
	Iteration 78Q: 3 clusters Score -3534430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3534435.250000 Penalty: 3334.809326
	Iteration 79Q: 3 clusters Score -3534435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3534450.000000 Penalty: 3334.809326
	Iteration 80F: 3 clusters Score -3534450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3534448.000000 Penalty: 3334.809326
	Iteration 81Q: 3 clusters Score -3534448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3534450.750000 Penalty: 3334.809326
	Iteration 82Q: 3 clusters Score -3534451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3534455.500000 Penalty: 3334.809326
	Iteration 83Q: 3 clusters Score -3534456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3534472.750000 Penalty: 3334.809326
	Iteration 84Q: 3 clusters Score -3534473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3534475.500000 Penalty: 3334.809326
	Iteration 85Q: 3 clusters Score -3534476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3534472.250000 Penalty: 3334.809326
	Iteration 86Q: 3 clusters Score -3534472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3534480.500000 Penalty: 3334.809326
	Iteration 87Q: 3 clusters Score -3534480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3534484.250000 Penalty: 3334.809326
	Iteration 88Q: 3 clusters Score -3534484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3534512.750000 Penalty: 3334.809326
	Iteration 89Q: 3 clusters Score -3534513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3534525.250000 Penalty: 3334.809326
	Iteration 90Q: 3 clusters Score -3534525 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3534525.500000 Penalty: 3334.809326
	Iteration 91Q: 3 clusters Score -3534526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3534542.000000 Penalty: 3334.809326
	Iteration 92Q: 3 clusters Score -3534542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3534550.000000 Penalty: 3334.809326
	Iteration 93Q: 3 clusters Score -3534550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3534567.750000 Penalty: 3334.809326
	Iteration 94Q: 3 clusters Score -3534568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3534576.750000 Penalty: 3334.809326
	Iteration 95Q: 3 clusters Score -3534577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3534584.000000 Penalty: 3334.809326
	Iteration 96Q: 3 clusters Score -3534584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3534588.750000 Penalty: 3334.809326
	Iteration 97Q: 3 clusters Score -3534589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3534596.250000 Penalty: 3334.809326
	Iteration 98Q: 3 clusters Score -3534596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3534605.750000 Penalty: 3334.809326
	Iteration 99Q: 3 clusters Score -3534606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3534611.250000 Penalty: 3334.809326
	Iteration 100F: 3 clusters Score -3534611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3534614.750000 Penalty: 3334.809326
	Iteration 101Q: 3 clusters Score -3534615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3534615.500000 Penalty: 3334.809326
	Iteration 102Q: 3 clusters Score -3534616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3534621.000000 Penalty: 3334.809326
	Iteration 103Q: 3 clusters Score -3534621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3534627.500000 Penalty: 3334.809326
	Iteration 104Q: 3 clusters Score -3534628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3534638.000000 Penalty: 3334.809326
	Iteration 105Q: 3 clusters Score -3534638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3534641.000000 Penalty: 3334.809326
	Iteration 106Q: 3 clusters Score -3534641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3534646.000000 Penalty: 3334.809326
	Iteration 107Q: 3 clusters Score -3534646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3534647.250000 Penalty: 3334.809326
	Iteration 108Q: 3 clusters Score -3534647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3534657.000000 Penalty: 3334.809326
	Iteration 109Q: 3 clusters Score -3534657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3534667.000000 Penalty: 3334.809326
	Iteration 110Q: 3 clusters Score -3534667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3534667.000000 Penalty: 3334.809326
	Iteration 111Q: 3 clusters Score -3534667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3534669.750000 Penalty: 3334.809326
	Iteration 112Q: 3 clusters Score -3534670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3534681.250000 Penalty: 3334.809326
	Iteration 113Q: 3 clusters Score -3534681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3534686.750000 Penalty: 3334.809326
	Iteration 114Q: 3 clusters Score -3534687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3534682.250000 Penalty: 3334.809326
	Iteration 115Q: 3 clusters Score -3534682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3534696.750000 Penalty: 3334.809326
	Iteration 116Q: 3 clusters Score -3534697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3534701.250000 Penalty: 3334.809326
	Iteration 117Q: 3 clusters Score -3534701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3534695.750000 Penalty: 3334.809326
	Iteration 118Q: 3 clusters Score -3534696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3534702.750000 Penalty: 3334.809326
	Iteration 119Q: 3 clusters Score -3534703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3534708.750000 Penalty: 3334.809326
	Iteration 120F: 3 clusters Score -3534709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3534710.000000 Penalty: 3334.809326
	Iteration 121Q: 3 clusters Score -3534710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3534720.750000 Penalty: 3334.809326
	Iteration 122Q: 3 clusters Score -3534721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3534731.250000 Penalty: 3334.809326
	Iteration 123Q: 3 clusters Score -3534731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3534726.750000 Penalty: 3334.809326
	Iteration 124Q: 3 clusters Score -3534727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3534732.500000 Penalty: 3334.809326
	Iteration 125Q: 3 clusters Score -3534732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3534737.750000 Penalty: 3334.809326
	Iteration 126Q: 3 clusters Score -3534738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3534740.500000 Penalty: 3334.809326
	Iteration 127Q: 3 clusters Score -3534740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3534744.000000 Penalty: 3334.809326
	Iteration 128Q: 3 clusters Score -3534744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3534751.000000 Penalty: 3334.809326
	Iteration 129Q: 3 clusters Score -3534751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3534746.750000 Penalty: 3334.809326
	Iteration 130Q: 3 clusters Score -3534747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3534751.250000 Penalty: 3334.809326
	Iteration 131Q: 3 clusters Score -3534751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3534748.500000 Penalty: 3334.809326
	Iteration 132Q: 3 clusters Score -3534748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3534752.500000 Penalty: 3334.809326
	Iteration 133Q: 3 clusters Score -3534752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3534752.000000 Penalty: 3334.809326
	Iteration 134Q: 3 clusters Score -3534752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3534751.000000 Penalty: 3334.809326
	Iteration 135Q: 3 clusters Score -3534751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3534758.750000 Penalty: 3334.809326
	Iteration 136Q: 3 clusters Score -3534759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3534756.500000 Penalty: 3334.809326
	Iteration 137Q: 3 clusters Score -3534756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3534761.750000 Penalty: 3334.809326
	Iteration 138Q: 3 clusters Score -3534762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3534760.750000 Penalty: 3334.809326
	Iteration 139Q: 3 clusters Score -3534761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3534761.000000 Penalty: 3334.809326
	Iteration 140F: 3 clusters Score -3534761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3534759.750000 Penalty: 3334.809326
	Iteration 141Q: 3 clusters Score -3534760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3534762.250000 Penalty: 3334.809326
	Iteration 142Q: 3 clusters Score -3534762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3534763.750000 Penalty: 3334.809326
	Iteration 143Q: 3 clusters Score -3534764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3534764.000000 Penalty: 3334.809326
	Iteration 144Q: 3 clusters Score -3534764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3534765.750000 Penalty: 3334.809326
	Iteration 145Q: 3 clusters Score -3534766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3534764.750000 Penalty: 3334.809326
	Iteration 146Q: 3 clusters Score -3534765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3534763.750000 Penalty: 3334.809326
	Iteration 147Q: 3 clusters Score -3534764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3534763.750000 Penalty: 3334.809326
	Iteration 148Q: 3 clusters Score -3534764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3534764.250000 Penalty: 3334.809326
	Iteration 149Q: 3 clusters Score -3534764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3534765.750000 Penalty: 3334.809326
	Iteration 150Q: 3 clusters Score -3534766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3534767.250000 Penalty: 3334.809326
	Iteration 151Q: 3 clusters Score -3534767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3534762.750000 Penalty: 3334.809326
	Iteration 152Q: 3 clusters Score -3534763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3534762.750000 Penalty: 3334.809326
	Iteration 153F: 3 clusters Score -3534763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Entering Unmasked Estep 
Score: -324768.906250 Penalty: 1288.307495
	Iteration 0F: 2 clusters Score -324768.9 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 1422 members 
Entering Unmasked Estep 
Score: -322224.437500 Penalty: 2576.614990
	Iteration 0F: 3 clusters Score -322224.4 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -323018.406250 Penalty: 2576.614990
	Iteration 1F: 3 clusters Score -323018.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -323324.531250 Penalty: 2576.614990
	Iteration 2F: 3 clusters Score -323324.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -323557.468750 Penalty: 2576.614990
	Iteration 3F: 3 clusters Score -323557.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -323800.250000 Penalty: 2576.614990
	Iteration 4F: 3 clusters Score -323800.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -323987.625000 Penalty: 2576.614990
	Iteration 5F: 3 clusters Score -323987.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -324097.468750 Penalty: 2576.614990
	Iteration 6Q: 3 clusters Score -324097.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -324164.062500 Penalty: 2576.614990
	Iteration 7Q: 3 clusters Score -324164.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -324229.656250 Penalty: 2576.614990
	Iteration 8Q: 3 clusters Score -324229.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -324284.031250 Penalty: 2576.614990
	Iteration 9Q: 3 clusters Score -324284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -324315.781250 Penalty: 2576.614990
	Iteration 10Q: 3 clusters Score -324315.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -324334.625000 Penalty: 2576.614990
	Iteration 11Q: 3 clusters Score -324334.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -324347.125000 Penalty: 2576.614990
	Iteration 12Q: 3 clusters Score -324347.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -324360.937500 Penalty: 2576.614990
	Iteration 13Q: 3 clusters Score -324360.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -324369.562500 Penalty: 2576.614990
	Iteration 14Q: 3 clusters Score -324369.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -324373.437500 Penalty: 2576.614990
	Iteration 15Q: 3 clusters Score -324373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -324374.250000 Penalty: 2576.614990
	Iteration 16Q: 3 clusters Score -324374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -324375.843750 Penalty: 2576.614990
	Iteration 17Q: 3 clusters Score -324375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -324376.406250 Penalty: 2576.614990
	Iteration 18Q: 3 clusters Score -324376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -324376.687500 Penalty: 2576.614990
	Iteration 19Q: 3 clusters Score -324376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -324378.625000 Penalty: 2576.614990
	Iteration 20F: 3 clusters Score -324378.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Entering Unmasked Estep 
Score: -6221399.500000 Penalty: 1755.050415
	Iteration 0F: 2 clusters Score -6221400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -6189031.500000 Penalty: 3510.100830
	Iteration 0F: 3 clusters Score -6189032 nChanged 23192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -6202204.000000 Penalty: 3510.100830
	Iteration 1F: 3 clusters Score -6202204 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -6202630.000000 Penalty: 3510.100830
	Iteration 2Q: 3 clusters Score -6202630 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -6203178.500000 Penalty: 3510.100830
	Iteration 3Q: 3 clusters Score -6203178 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -6203948.000000 Penalty: 3510.100830
	Iteration 4Q: 3 clusters Score -6203948 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -6205241.000000 Penalty: 3510.100830
	Iteration 5F: 3 clusters Score -6205241 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -6207328.500000 Penalty: 3510.100830
	Iteration 6F: 3 clusters Score -6207328 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -6210408.500000 Penalty: 3510.100830
	Iteration 7F: 3 clusters Score -6210408 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -6213692.500000 Penalty: 3510.100830
	Iteration 8F: 3 clusters Score -6213692 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -6216398.000000 Penalty: 3510.100830
	Iteration 9F: 3 clusters Score -6216398 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -6218160.500000 Penalty: 3510.100830
	Iteration 10Q: 3 clusters Score -6218160 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -6219108.000000 Penalty: 3510.100830
	Iteration 11Q: 3 clusters Score -6219108 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -6219577.000000 Penalty: 3510.100830
	Iteration 12Q: 3 clusters Score -6219577 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -6219789.500000 Penalty: 3510.100830
	Iteration 13Q: 3 clusters Score -6219790 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6219884.000000 Penalty: 3510.100830
	Iteration 14Q: 3 clusters Score -6219884 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -6219928.000000 Penalty: 3510.100830
	Iteration 15Q: 3 clusters Score -6219928 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -6219952.000000 Penalty: 3510.100830
	Iteration 16Q: 3 clusters Score -6219952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -6219961.500000 Penalty: 3510.100830
	Iteration 17Q: 3 clusters Score -6219962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -6219979.500000 Penalty: 3510.100830
	Iteration 18Q: 3 clusters Score -6219980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -6219985.000000 Penalty: 3510.100830
	Iteration 19Q: 3 clusters Score -6219985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -6219998.000000 Penalty: 3510.100830
	Iteration 20F: 3 clusters Score -6219998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -6220001.000000 Penalty: 3510.100830
	Iteration 21Q: 3 clusters Score -6220001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -6220005.500000 Penalty: 3510.100830
	Iteration 22Q: 3 clusters Score -6220006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -6220015.000000 Penalty: 3510.100830
	Iteration 23Q: 3 clusters Score -6220015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -6220020.000000 Penalty: 3510.100830
	Iteration 24Q: 3 clusters Score -6220020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -6220024.000000 Penalty: 3510.100830
	Iteration 25Q: 3 clusters Score -6220024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -6220028.000000 Penalty: 3510.100830
	Iteration 26Q: 3 clusters Score -6220028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -6220030.000000 Penalty: 3510.100830
	Iteration 27Q: 3 clusters Score -6220030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -6220026.000000 Penalty: 3510.100830
	Iteration 28Q: 3 clusters Score -6220026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -6220028.000000 Penalty: 3510.100830
	Iteration 29Q: 3 clusters Score -6220028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -6220032.500000 Penalty: 3510.100830
	Iteration 30Q: 3 clusters Score -6220032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -6220046.500000 Penalty: 3510.100830
	Iteration 31Q: 3 clusters Score -6220046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -6220048.500000 Penalty: 3510.100830
	Iteration 32Q: 3 clusters Score -6220048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -6220047.000000 Penalty: 3510.100830
	Iteration 33Q: 3 clusters Score -6220047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -6220056.500000 Penalty: 3510.100830
	Iteration 34Q: 3 clusters Score -6220056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -6220051.500000 Penalty: 3510.100830
	Iteration 35Q: 3 clusters Score -6220052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -6220053.500000 Penalty: 3510.100830
	Iteration 36Q: 3 clusters Score -6220054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -6220050.000000 Penalty: 3510.100830
	Iteration 37Q: 3 clusters Score -6220050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -6220056.500000 Penalty: 3510.100830
	Iteration 38Q: 3 clusters Score -6220056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -6220064.500000 Penalty: 3510.100830
	Iteration 39Q: 3 clusters Score -6220064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -6220064.500000 Penalty: 3510.100830
	Iteration 40F: 3 clusters Score -6220064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Entering Unmasked Estep 
Score: -11722812.000000 Penalty: 1860.026367
	Iteration 0F: 2 clusters Score -1.172281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -11662598.000000 Penalty: 3720.052734
	Iteration 0F: 3 clusters Score -1.16626e+07 nChanged 44727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -11688545.000000 Penalty: 3720.052734
	Iteration 1F: 3 clusters Score -1.168854e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -11689128.000000 Penalty: 3720.052734
	Iteration 2Q: 3 clusters Score -1.168913e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -11689766.000000 Penalty: 3720.052734
	Iteration 3Q: 3 clusters Score -1.168977e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -11690476.000000 Penalty: 3720.052734
	Iteration 4Q: 3 clusters Score -1.169048e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -11691433.000000 Penalty: 3720.052734
	Iteration 5Q: 3 clusters Score -1.169143e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -11693146.000000 Penalty: 3720.052734
	Iteration 6Q: 3 clusters Score -1.169315e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -11695856.000000 Penalty: 3720.052734
	Iteration 7F: 3 clusters Score -1.169586e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -11700580.000000 Penalty: 3720.052734
	Iteration 8F: 3 clusters Score -1.170058e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -11705928.000000 Penalty: 3720.052734
	Iteration 9F: 3 clusters Score -1.170593e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -11709276.000000 Penalty: 3720.052734
	Iteration 10F: 3 clusters Score -1.170928e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -11710460.000000 Penalty: 3720.052734
	Iteration 11Q: 3 clusters Score -1.171046e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -11711141.000000 Penalty: 3720.052734
	Iteration 12Q: 3 clusters Score -1.171114e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -11711692.000000 Penalty: 3720.052734
	Iteration 13Q: 3 clusters Score -1.171169e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -11712054.000000 Penalty: 3720.052734
	Iteration 14Q: 3 clusters Score -1.171205e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -11712385.000000 Penalty: 3720.052734
	Iteration 15Q: 3 clusters Score -1.171238e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -11712620.000000 Penalty: 3720.052734
	Iteration 16Q: 3 clusters Score -1.171262e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -11712767.000000 Penalty: 3720.052734
	Iteration 17Q: 3 clusters Score -1.171277e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -11712886.000000 Penalty: 3720.052734
	Iteration 18Q: 3 clusters Score -1.171289e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -11712906.000000 Penalty: 3720.052734
	Iteration 19Q: 3 clusters Score -1.171291e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -11713014.000000 Penalty: 3720.052734
	Iteration 20F: 3 clusters Score -1.171301e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -11713018.000000 Penalty: 3720.052734
	Iteration 21Q: 3 clusters Score -1.171302e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -11713102.000000 Penalty: 3720.052734
	Iteration 22Q: 3 clusters Score -1.17131e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -11713134.000000 Penalty: 3720.052734
	Iteration 23Q: 3 clusters Score -1.171313e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -11713203.000000 Penalty: 3720.052734
	Iteration 24Q: 3 clusters Score -1.17132e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -11713400.000000 Penalty: 3720.052734
	Iteration 25Q: 3 clusters Score -1.17134e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67861 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -11713585.000000 Penalty: 3720.052734
	Iteration 26Q: 3 clusters Score -1.171358e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -11713862.000000 Penalty: 3720.052734
	Iteration 27Q: 3 clusters Score -1.171386e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -11714303.000000 Penalty: 3720.052734
	Iteration 28Q: 3 clusters Score -1.17143e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -11714914.000000 Penalty: 3720.052734
	Iteration 29Q: 3 clusters Score -1.171491e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -11715775.000000 Penalty: 3720.052734
	Iteration 30Q: 3 clusters Score -1.171578e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -11717096.000000 Penalty: 3720.052734
	Iteration 31Q: 3 clusters Score -1.17171e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -11718889.000000 Penalty: 3720.052734
	Iteration 32Q: 3 clusters Score -1.171889e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -11719910.000000 Penalty: 3720.052734
	Iteration 33Q: 3 clusters Score -1.171991e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -11720571.000000 Penalty: 3720.052734
	Iteration 34Q: 3 clusters Score -1.172057e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -11720875.000000 Penalty: 3720.052734
	Iteration 35Q: 3 clusters Score -1.172088e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -11721072.000000 Penalty: 3720.052734
	Iteration 36Q: 3 clusters Score -1.172107e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -11721257.000000 Penalty: 3720.052734
	Iteration 37Q: 3 clusters Score -1.172126e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -11721383.000000 Penalty: 3720.052734
	Iteration 38Q: 3 clusters Score -1.172138e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -11721500.000000 Penalty: 3720.052734
	Iteration 39Q: 3 clusters Score -1.17215e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -11721483.000000 Penalty: 3720.052734
	Iteration 40F: 3 clusters Score -1.172148e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -11721537.000000 Penalty: 3720.052734
	Iteration 41Q: 3 clusters Score -1.172154e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11721546.000000 Penalty: 3720.052734
	Iteration 42Q: 3 clusters Score -1.172155e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11721562.000000 Penalty: 3720.052734
	Iteration 43Q: 3 clusters Score -1.172156e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92289 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11721554.000000 Penalty: 3720.052734
	Iteration 44Q: 3 clusters Score -1.172155e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11721560.000000 Penalty: 3720.052734
	Iteration 45Q: 3 clusters Score -1.172156e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92462 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11721589.000000 Penalty: 3720.052734
	Iteration 46Q: 3 clusters Score -1.172159e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11721595.000000 Penalty: 3720.052734
	Iteration 47Q: 3 clusters Score -1.17216e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11721611.000000 Penalty: 3720.052734
	Iteration 48Q: 3 clusters Score -1.172161e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11721627.000000 Penalty: 3720.052734
	Iteration 49Q: 3 clusters Score -1.172163e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92656 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11721626.000000 Penalty: 3720.052734
	Iteration 50Q: 3 clusters Score -1.172163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11721640.000000 Penalty: 3720.052734
	Iteration 51Q: 3 clusters Score -1.172164e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92703 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11721649.000000 Penalty: 3720.052734
	Iteration 52Q: 3 clusters Score -1.172165e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11721649.000000 Penalty: 3720.052734
	Iteration 53Q: 3 clusters Score -1.172165e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11721659.000000 Penalty: 3720.052734
	Iteration 54Q: 3 clusters Score -1.172166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11721665.000000 Penalty: 3720.052734
	Iteration 55Q: 3 clusters Score -1.172166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92765 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11721653.000000 Penalty: 3720.052734
	Iteration 56Q: 3 clusters Score -1.172165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11721658.000000 Penalty: 3720.052734
	Iteration 57Q: 3 clusters Score -1.172166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -11721666.000000 Penalty: 3720.052734
	Iteration 58Q: 3 clusters Score -1.172167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11721662.000000 Penalty: 3720.052734
	Iteration 59Q: 3 clusters Score -1.172166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11721665.000000 Penalty: 3720.052734
	Iteration 60F: 3 clusters Score -1.172166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92824 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11721665.000000 Penalty: 3720.052734
	Iteration 61Q: 3 clusters Score -1.172166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11721671.000000 Penalty: 3720.052734
	Iteration 62Q: 3 clusters Score -1.172167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11721664.000000 Penalty: 3720.052734
	Iteration 63Q: 3 clusters Score -1.172166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11721658.000000 Penalty: 3720.052734
	Iteration 64Q: 3 clusters Score -1.172166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11721670.000000 Penalty: 3720.052734
	Iteration 65Q: 3 clusters Score -1.172167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11721673.000000 Penalty: 3720.052734
	Iteration 66Q: 3 clusters Score -1.172167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11721679.000000 Penalty: 3720.052734
	Iteration 67Q: 3 clusters Score -1.172168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11721674.000000 Penalty: 3720.052734
	Iteration 68Q: 3 clusters Score -1.172167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11721670.000000 Penalty: 3720.052734
	Iteration 69Q: 3 clusters Score -1.172167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11721673.000000 Penalty: 3720.052734
	Iteration 70Q: 3 clusters Score -1.172167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11721675.000000 Penalty: 3720.052734
	Iteration 71Q: 3 clusters Score -1.172168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92867 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11721669.000000 Penalty: 3720.052734
	Iteration 72Q: 3 clusters Score -1.172167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92867 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11721668.000000 Penalty: 3720.052734
	Iteration 73Q: 3 clusters Score -1.172167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92866 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11721665.000000 Penalty: 3720.052734
	Iteration 74Q: 3 clusters Score -1.172166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92866 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11721674.000000 Penalty: 3720.052734
	Iteration 75Q: 3 clusters Score -1.172167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92866 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11721675.000000 Penalty: 3720.052734
	Iteration 76Q: 3 clusters Score -1.172168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11721671.000000 Penalty: 3720.052734
	Iteration 77Q: 3 clusters Score -1.172167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11721671.000000 Penalty: 3720.052734
	Iteration 78F: 3 clusters Score -1.172167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -39934.632812 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -39934.63 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 168 members 
Entering Unmasked Estep 
Score: -38998.242188 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -38998.24 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39134.078125 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -39134.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39171.031250 Penalty: 1930.555664
	Iteration 2Q: 3 clusters Score -39171.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39178.792969 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -39178.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39181.492188 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -39181.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39182.843750 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -39182.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39182.843750 Penalty: 1930.555664
	Iteration 6F: 3 clusters Score -39182.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Entering Unmasked Estep 
Score: -1601272.625000 Penalty: 1541.795532
	Iteration 0F: 2 clusters Score -1601273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1592032.750000 Penalty: 3083.591064
	Iteration 0F: 3 clusters Score -1592033 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1595232.250000 Penalty: 3083.591064
	Iteration 1F: 3 clusters Score -1595232 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1595554.625000 Penalty: 3083.591064
	Iteration 2F: 3 clusters Score -1595555 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1595832.750000 Penalty: 3083.591064
	Iteration 3F: 3 clusters Score -1595833 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1596074.500000 Penalty: 3083.591064
	Iteration 4Q: 3 clusters Score -1596074 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1596322.875000 Penalty: 3083.591064
	Iteration 5Q: 3 clusters Score -1596323 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1596564.750000 Penalty: 3083.591064
	Iteration 6Q: 3 clusters Score -1596565 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1596806.250000 Penalty: 3083.591064
	Iteration 7Q: 3 clusters Score -1596806 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1597057.125000 Penalty: 3083.591064
	Iteration 8Q: 3 clusters Score -1597057 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1597328.500000 Penalty: 3083.591064
	Iteration 9Q: 3 clusters Score -1597328 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1597615.125000 Penalty: 3083.591064
	Iteration 10Q: 3 clusters Score -1597615 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1597869.750000 Penalty: 3083.591064
	Iteration 11Q: 3 clusters Score -1597870 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1598075.500000 Penalty: 3083.591064
	Iteration 12Q: 3 clusters Score -1598076 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1598241.625000 Penalty: 3083.591064
	Iteration 13Q: 3 clusters Score -1598242 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1598365.625000 Penalty: 3083.591064
	Iteration 14Q: 3 clusters Score -1598366 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1598485.625000 Penalty: 3083.591064
	Iteration 15Q: 3 clusters Score -1598486 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1598582.125000 Penalty: 3083.591064
	Iteration 16Q: 3 clusters Score -1598582 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1598643.125000 Penalty: 3083.591064
	Iteration 17Q: 3 clusters Score -1598643 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1598702.875000 Penalty: 3083.591064
	Iteration 18Q: 3 clusters Score -1598703 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1598763.625000 Penalty: 3083.591064
	Iteration 19Q: 3 clusters Score -1598764 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1598805.125000 Penalty: 3083.591064
	Iteration 20F: 3 clusters Score -1598805 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1598846.250000 Penalty: 3083.591064
	Iteration 21Q: 3 clusters Score -1598846 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1598887.125000 Penalty: 3083.591064
	Iteration 22Q: 3 clusters Score -1598887 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1598925.375000 Penalty: 3083.591064
	Iteration 23Q: 3 clusters Score -1598925 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1598971.625000 Penalty: 3083.591064
	Iteration 24Q: 3 clusters Score -1598972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1599019.875000 Penalty: 3083.591064
	Iteration 25Q: 3 clusters Score -1599020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1599066.500000 Penalty: 3083.591064
	Iteration 26Q: 3 clusters Score -1599066 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1599118.250000 Penalty: 3083.591064
	Iteration 27Q: 3 clusters Score -1599118 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1599170.500000 Penalty: 3083.591064
	Iteration 28Q: 3 clusters Score -1599170 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1599211.500000 Penalty: 3083.591064
	Iteration 29Q: 3 clusters Score -1599212 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1599261.875000 Penalty: 3083.591064
	Iteration 30Q: 3 clusters Score -1599262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1599306.125000 Penalty: 3083.591064
	Iteration 31Q: 3 clusters Score -1599306 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1599345.625000 Penalty: 3083.591064
	Iteration 32Q: 3 clusters Score -1599346 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1599387.000000 Penalty: 3083.591064
	Iteration 33Q: 3 clusters Score -1599387 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1599432.875000 Penalty: 3083.591064
	Iteration 34Q: 3 clusters Score -1599433 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1599483.125000 Penalty: 3083.591064
	Iteration 35Q: 3 clusters Score -1599483 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1599531.125000 Penalty: 3083.591064
	Iteration 36Q: 3 clusters Score -1599531 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1599560.250000 Penalty: 3083.591064
	Iteration 37Q: 3 clusters Score -1599560 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1599594.125000 Penalty: 3083.591064
	Iteration 38Q: 3 clusters Score -1599594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1599615.000000 Penalty: 3083.591064
	Iteration 39Q: 3 clusters Score -1599615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1599634.875000 Penalty: 3083.591064
	Iteration 40F: 3 clusters Score -1599635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1599657.875000 Penalty: 3083.591064
	Iteration 41Q: 3 clusters Score -1599658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1599670.375000 Penalty: 3083.591064
	Iteration 42Q: 3 clusters Score -1599670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1599685.375000 Penalty: 3083.591064
	Iteration 43Q: 3 clusters Score -1599685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1599700.125000 Penalty: 3083.591064
	Iteration 44Q: 3 clusters Score -1599700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1599721.875000 Penalty: 3083.591064
	Iteration 45Q: 3 clusters Score -1599722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1599740.250000 Penalty: 3083.591064
	Iteration 46Q: 3 clusters Score -1599740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1599743.500000 Penalty: 3083.591064
	Iteration 47Q: 3 clusters Score -1599744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1599760.375000 Penalty: 3083.591064
	Iteration 48Q: 3 clusters Score -1599760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1599771.750000 Penalty: 3083.591064
	Iteration 49Q: 3 clusters Score -1599772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1599787.750000 Penalty: 3083.591064
	Iteration 50Q: 3 clusters Score -1599788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1599796.500000 Penalty: 3083.591064
	Iteration 51Q: 3 clusters Score -1599796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1599808.000000 Penalty: 3083.591064
	Iteration 52Q: 3 clusters Score -1599808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1599816.250000 Penalty: 3083.591064
	Iteration 53Q: 3 clusters Score -1599816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1599831.500000 Penalty: 3083.591064
	Iteration 54Q: 3 clusters Score -1599832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1599855.250000 Penalty: 3083.591064
	Iteration 55Q: 3 clusters Score -1599855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1599885.500000 Penalty: 3083.591064
	Iteration 56Q: 3 clusters Score -1599886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1599901.000000 Penalty: 3083.591064
	Iteration 57Q: 3 clusters Score -1599901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1599925.375000 Penalty: 3083.591064
	Iteration 58Q: 3 clusters Score -1599925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1599947.625000 Penalty: 3083.591064
	Iteration 59Q: 3 clusters Score -1599948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1599960.375000 Penalty: 3083.591064
	Iteration 60F: 3 clusters Score -1599960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1599976.625000 Penalty: 3083.591064
	Iteration 61Q: 3 clusters Score -1599977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1599986.625000 Penalty: 3083.591064
	Iteration 62Q: 3 clusters Score -1599987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1600011.000000 Penalty: 3083.591064
	Iteration 63Q: 3 clusters Score -1600011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1600016.750000 Penalty: 3083.591064
	Iteration 64Q: 3 clusters Score -1600017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1600022.625000 Penalty: 3083.591064
	Iteration 65Q: 3 clusters Score -1600023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1600028.125000 Penalty: 3083.591064
	Iteration 66Q: 3 clusters Score -1600028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1600031.500000 Penalty: 3083.591064
	Iteration 67Q: 3 clusters Score -1600032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1600032.500000 Penalty: 3083.591064
	Iteration 68Q: 3 clusters Score -1600032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1600034.000000 Penalty: 3083.591064
	Iteration 69Q: 3 clusters Score -1600034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1600034.250000 Penalty: 3083.591064
	Iteration 70Q: 3 clusters Score -1600034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1600034.250000 Penalty: 3083.591064
	Iteration 71F: 3 clusters Score -1600034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Entering Unmasked Estep 
Score: -850492.875000 Penalty: 1437.882690
	Iteration 0F: 2 clusters Score -850492.9 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 3535 members 
Entering Unmasked Estep 
Score: -845281.562500 Penalty: 2875.765381
	Iteration 0F: 3 clusters Score -845281.6 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -846886.750000 Penalty: 2875.765381
	Iteration 1F: 3 clusters Score -846886.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -847146.562500 Penalty: 2875.765381
	Iteration 2F: 3 clusters Score -847146.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -847320.937500 Penalty: 2875.765381
	Iteration 3F: 3 clusters Score -847320.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -847466.125000 Penalty: 2875.765381
	Iteration 4Q: 3 clusters Score -847466.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -847631.187500 Penalty: 2875.765381
	Iteration 5Q: 3 clusters Score -847631.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -847808.312500 Penalty: 2875.765381
	Iteration 6Q: 3 clusters Score -847808.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -848002.062500 Penalty: 2875.765381
	Iteration 7Q: 3 clusters Score -848002.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -848208.562500 Penalty: 2875.765381
	Iteration 8Q: 3 clusters Score -848208.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -848436.750000 Penalty: 2875.765381
	Iteration 9Q: 3 clusters Score -848436.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -848679.312500 Penalty: 2875.765381
	Iteration 10Q: 3 clusters Score -848679.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -848885.937500 Penalty: 2875.765381
	Iteration 11Q: 3 clusters Score -848885.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -848999.125000 Penalty: 2875.765381
	Iteration 12Q: 3 clusters Score -848999.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -849063.437500 Penalty: 2875.765381
	Iteration 13Q: 3 clusters Score -849063.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -849100.187500 Penalty: 2875.765381
	Iteration 14Q: 3 clusters Score -849100.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -849126.375000 Penalty: 2875.765381
	Iteration 15Q: 3 clusters Score -849126.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -849154.000000 Penalty: 2875.765381
	Iteration 16Q: 3 clusters Score -849154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -849178.125000 Penalty: 2875.765381
	Iteration 17Q: 3 clusters Score -849178.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -849193.187500 Penalty: 2875.765381
	Iteration 18Q: 3 clusters Score -849193.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -849211.375000 Penalty: 2875.765381
	Iteration 19Q: 3 clusters Score -849211.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -849233.750000 Penalty: 2875.765381
	Iteration 20F: 3 clusters Score -849233.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -849239.312500 Penalty: 2875.765381
	Iteration 21Q: 3 clusters Score -849239.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -849245.250000 Penalty: 2875.765381
	Iteration 22Q: 3 clusters Score -849245.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -849252.875000 Penalty: 2875.765381
	Iteration 23Q: 3 clusters Score -849252.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -849259.250000 Penalty: 2875.765381
	Iteration 24Q: 3 clusters Score -849259.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -849265.812500 Penalty: 2875.765381
	Iteration 25Q: 3 clusters Score -849265.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -849271.812500 Penalty: 2875.765381
	Iteration 26Q: 3 clusters Score -849271.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -849278.312500 Penalty: 2875.765381
	Iteration 27Q: 3 clusters Score -849278.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -849286.187500 Penalty: 2875.765381
	Iteration 28Q: 3 clusters Score -849286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -849289.062500 Penalty: 2875.765381
	Iteration 29Q: 3 clusters Score -849289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -849294.500000 Penalty: 2875.765381
	Iteration 30Q: 3 clusters Score -849294.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -849298.750000 Penalty: 2875.765381
	Iteration 31Q: 3 clusters Score -849298.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -849307.375000 Penalty: 2875.765381
	Iteration 32Q: 3 clusters Score -849307.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -849317.187500 Penalty: 2875.765381
	Iteration 33Q: 3 clusters Score -849317.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -849324.812500 Penalty: 2875.765381
	Iteration 34Q: 3 clusters Score -849324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -849330.187500 Penalty: 2875.765381
	Iteration 35Q: 3 clusters Score -849330.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -849336.125000 Penalty: 2875.765381
	Iteration 36Q: 3 clusters Score -849336.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -849340.687500 Penalty: 2875.765381
	Iteration 37Q: 3 clusters Score -849340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -849340.187500 Penalty: 2875.765381
	Iteration 38Q: 3 clusters Score -849340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -849341.000000 Penalty: 2875.765381
	Iteration 39Q: 3 clusters Score -849341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -849342.250000 Penalty: 2875.765381
	Iteration 40F: 3 clusters Score -849342.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -402372.781250 Penalty: 1316.670288
	Iteration 0F: 2 clusters Score -402372.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -399418.843750 Penalty: 2633.340576
	Iteration 0F: 3 clusters Score -399418.8 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -400185.656250 Penalty: 2633.340576
	Iteration 1F: 3 clusters Score -400185.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -400335.218750 Penalty: 2633.340576
	Iteration 2F: 3 clusters Score -400335.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -400413.781250 Penalty: 2633.340576
	Iteration 3Q: 3 clusters Score -400413.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -400452.500000 Penalty: 2633.340576
	Iteration 4Q: 3 clusters Score -400452.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -400478.218750 Penalty: 2633.340576
	Iteration 5Q: 3 clusters Score -400478.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -400497.187500 Penalty: 2633.340576
	Iteration 6Q: 3 clusters Score -400497.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -400513.343750 Penalty: 2633.340576
	Iteration 7Q: 3 clusters Score -400513.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -400533.781250 Penalty: 2633.340576
	Iteration 8Q: 3 clusters Score -400533.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -400555.500000 Penalty: 2633.340576
	Iteration 9Q: 3 clusters Score -400555.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -400577.093750 Penalty: 2633.340576
	Iteration 10Q: 3 clusters Score -400577.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -400591.906250 Penalty: 2633.340576
	Iteration 11Q: 3 clusters Score -400591.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -400602.343750 Penalty: 2633.340576
	Iteration 12Q: 3 clusters Score -400602.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -400611.687500 Penalty: 2633.340576
	Iteration 13Q: 3 clusters Score -400611.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -400622.500000 Penalty: 2633.340576
	Iteration 14Q: 3 clusters Score -400622.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -400633.562500 Penalty: 2633.340576
	Iteration 15Q: 3 clusters Score -400633.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -400645.218750 Penalty: 2633.340576
	Iteration 16Q: 3 clusters Score -400645.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -400660.281250 Penalty: 2633.340576
	Iteration 17Q: 3 clusters Score -400660.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -400677.375000 Penalty: 2633.340576
	Iteration 18Q: 3 clusters Score -400677.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -400691.000000 Penalty: 2633.340576
	Iteration 19Q: 3 clusters Score -400691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -400701.562500 Penalty: 2633.340576
	Iteration 20F: 3 clusters Score -400701.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -400709.812500 Penalty: 2633.340576
	Iteration 21Q: 3 clusters Score -400709.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -400714.531250 Penalty: 2633.340576
	Iteration 22Q: 3 clusters Score -400714.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -400719.093750 Penalty: 2633.340576
	Iteration 23Q: 3 clusters Score -400719.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -400725.531250 Penalty: 2633.340576
	Iteration 24Q: 3 clusters Score -400725.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -400729.531250 Penalty: 2633.340576
	Iteration 25Q: 3 clusters Score -400729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -400732.156250 Penalty: 2633.340576
	Iteration 26Q: 3 clusters Score -400732.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -400736.000000 Penalty: 2633.340576
	Iteration 27Q: 3 clusters Score -400736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -400739.750000 Penalty: 2633.340576
	Iteration 28Q: 3 clusters Score -400739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -400745.031250 Penalty: 2633.340576
	Iteration 29Q: 3 clusters Score -400745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -400754.250000 Penalty: 2633.340576
	Iteration 30Q: 3 clusters Score -400754.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -400764.062500 Penalty: 2633.340576
	Iteration 31Q: 3 clusters Score -400764.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -400778.593750 Penalty: 2633.340576
	Iteration 32Q: 3 clusters Score -400778.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -400794.250000 Penalty: 2633.340576
	Iteration 33Q: 3 clusters Score -400794.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -400809.718750 Penalty: 2633.340576
	Iteration 34Q: 3 clusters Score -400809.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -400820.218750 Penalty: 2633.340576
	Iteration 35Q: 3 clusters Score -400820.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -400834.812500 Penalty: 2633.340576
	Iteration 36Q: 3 clusters Score -400834.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -400848.718750 Penalty: 2633.340576
	Iteration 37Q: 3 clusters Score -400848.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -400863.125000 Penalty: 2633.340576
	Iteration 38Q: 3 clusters Score -400863.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -400875.156250 Penalty: 2633.340576
	Iteration 39Q: 3 clusters Score -400875.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -400886.125000 Penalty: 2633.340576
	Iteration 40F: 3 clusters Score -400886.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -400891.343750 Penalty: 2633.340576
	Iteration 41Q: 3 clusters Score -400891.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -400897.250000 Penalty: 2633.340576
	Iteration 42Q: 3 clusters Score -400897.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -400902.031250 Penalty: 2633.340576
	Iteration 43Q: 3 clusters Score -400902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -400909.437500 Penalty: 2633.340576
	Iteration 44Q: 3 clusters Score -400909.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -400917.656250 Penalty: 2633.340576
	Iteration 45Q: 3 clusters Score -400917.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -400920.875000 Penalty: 2633.340576
	Iteration 46Q: 3 clusters Score -400920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -400924.562500 Penalty: 2633.340576
	Iteration 47Q: 3 clusters Score -400924.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -400926.531250 Penalty: 2633.340576
	Iteration 48Q: 3 clusters Score -400926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -400927.906250 Penalty: 2633.340576
	Iteration 49Q: 3 clusters Score -400927.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -400931.156250 Penalty: 2633.340576
	Iteration 50Q: 3 clusters Score -400931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -400934.187500 Penalty: 2633.340576
	Iteration 51Q: 3 clusters Score -400934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -400935.031250 Penalty: 2633.340576
	Iteration 52Q: 3 clusters Score -400935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -400935.531250 Penalty: 2633.340576
	Iteration 53Q: 3 clusters Score -400935.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -400935.687500 Penalty: 2633.340576
	Iteration 54Q: 3 clusters Score -400935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -400935.687500 Penalty: 2633.340576
	Iteration 55F: 3 clusters Score -400935.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Entering Unmasked Estep 
Score: -564537.250000 Penalty: 1366.814453
	Iteration 0F: 2 clusters Score -564537.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -560836.875000 Penalty: 2733.628906
	Iteration 0F: 3 clusters Score -560836.9 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -561807.687500 Penalty: 2733.628906
	Iteration 1F: 3 clusters Score -561807.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -561943.625000 Penalty: 2733.628906
	Iteration 2F: 3 clusters Score -561943.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -562019.187500 Penalty: 2733.628906
	Iteration 3Q: 3 clusters Score -562019.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -562077.125000 Penalty: 2733.628906
	Iteration 4Q: 3 clusters Score -562077.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -562113.062500 Penalty: 2733.628906
	Iteration 5Q: 3 clusters Score -562113.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -562139.625000 Penalty: 2733.628906
	Iteration 6Q: 3 clusters Score -562139.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -562161.437500 Penalty: 2733.628906
	Iteration 7Q: 3 clusters Score -562161.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -562178.625000 Penalty: 2733.628906
	Iteration 8Q: 3 clusters Score -562178.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -562199.562500 Penalty: 2733.628906
	Iteration 9Q: 3 clusters Score -562199.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -562213.437500 Penalty: 2733.628906
	Iteration 10Q: 3 clusters Score -562213.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -562226.000000 Penalty: 2733.628906
	Iteration 11Q: 3 clusters Score -562226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -562234.187500 Penalty: 2733.628906
	Iteration 12Q: 3 clusters Score -562234.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -562242.375000 Penalty: 2733.628906
	Iteration 13Q: 3 clusters Score -562242.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -562248.812500 Penalty: 2733.628906
	Iteration 14Q: 3 clusters Score -562248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -562253.687500 Penalty: 2733.628906
	Iteration 15Q: 3 clusters Score -562253.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -562258.875000 Penalty: 2733.628906
	Iteration 16Q: 3 clusters Score -562258.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -562264.500000 Penalty: 2733.628906
	Iteration 17Q: 3 clusters Score -562264.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -562269.312500 Penalty: 2733.628906
	Iteration 18Q: 3 clusters Score -562269.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -562273.812500 Penalty: 2733.628906
	Iteration 19Q: 3 clusters Score -562273.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -562277.000000 Penalty: 2733.628906
	Iteration 20F: 3 clusters Score -562277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -562280.812500 Penalty: 2733.628906
	Iteration 21Q: 3 clusters Score -562280.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -562283.500000 Penalty: 2733.628906
	Iteration 22Q: 3 clusters Score -562283.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -562289.125000 Penalty: 2733.628906
	Iteration 23Q: 3 clusters Score -562289.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -562296.062500 Penalty: 2733.628906
	Iteration 24Q: 3 clusters Score -562296.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -562303.687500 Penalty: 2733.628906
	Iteration 25Q: 3 clusters Score -562303.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -562314.000000 Penalty: 2733.628906
	Iteration 26Q: 3 clusters Score -562314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -562325.000000 Penalty: 2733.628906
	Iteration 27Q: 3 clusters Score -562325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -562334.312500 Penalty: 2733.628906
	Iteration 28Q: 3 clusters Score -562334.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -562346.625000 Penalty: 2733.628906
	Iteration 29Q: 3 clusters Score -562346.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -562361.187500 Penalty: 2733.628906
	Iteration 30Q: 3 clusters Score -562361.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -562375.250000 Penalty: 2733.628906
	Iteration 31Q: 3 clusters Score -562375.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -562392.812500 Penalty: 2733.628906
	Iteration 32Q: 3 clusters Score -562392.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -562405.500000 Penalty: 2733.628906
	Iteration 33Q: 3 clusters Score -562405.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -562420.625000 Penalty: 2733.628906
	Iteration 34Q: 3 clusters Score -562420.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -562435.812500 Penalty: 2733.628906
	Iteration 35Q: 3 clusters Score -562435.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -562460.062500 Penalty: 2733.628906
	Iteration 36Q: 3 clusters Score -562460.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -562491.187500 Penalty: 2733.628906
	Iteration 37Q: 3 clusters Score -562491.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -562530.062500 Penalty: 2733.628906
	Iteration 38Q: 3 clusters Score -562530.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -562572.750000 Penalty: 2733.628906
	Iteration 39Q: 3 clusters Score -562572.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -562624.687500 Penalty: 2733.628906
	Iteration 40F: 3 clusters Score -562624.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -562675.562500 Penalty: 2733.628906
	Iteration 41Q: 3 clusters Score -562675.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -562722.250000 Penalty: 2733.628906
	Iteration 42Q: 3 clusters Score -562722.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -562773.562500 Penalty: 2733.628906
	Iteration 43Q: 3 clusters Score -562773.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -562832.250000 Penalty: 2733.628906
	Iteration 44Q: 3 clusters Score -562832.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -562889.437500 Penalty: 2733.628906
	Iteration 45Q: 3 clusters Score -562889.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -562946.500000 Penalty: 2733.628906
	Iteration 46Q: 3 clusters Score -562946.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -562999.937500 Penalty: 2733.628906
	Iteration 47Q: 3 clusters Score -562999.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -563041.375000 Penalty: 2733.628906
	Iteration 48Q: 3 clusters Score -563041.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -563092.812500 Penalty: 2733.628906
	Iteration 49Q: 3 clusters Score -563092.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -563139.875000 Penalty: 2733.628906
	Iteration 50Q: 3 clusters Score -563139.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -563180.125000 Penalty: 2733.628906
	Iteration 51Q: 3 clusters Score -563180.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -563205.187500 Penalty: 2733.628906
	Iteration 52Q: 3 clusters Score -563205.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -563224.937500 Penalty: 2733.628906
	Iteration 53Q: 3 clusters Score -563224.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -563245.312500 Penalty: 2733.628906
	Iteration 54Q: 3 clusters Score -563245.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -563262.750000 Penalty: 2733.628906
	Iteration 55Q: 3 clusters Score -563262.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -563269.437500 Penalty: 2733.628906
	Iteration 56Q: 3 clusters Score -563269.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -563281.250000 Penalty: 2733.628906
	Iteration 57Q: 3 clusters Score -563281.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -563289.687500 Penalty: 2733.628906
	Iteration 58Q: 3 clusters Score -563289.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -563296.562500 Penalty: 2733.628906
	Iteration 59Q: 3 clusters Score -563296.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -563302.000000 Penalty: 2733.628906
	Iteration 60F: 3 clusters Score -563302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -563306.312500 Penalty: 2733.628906
	Iteration 61Q: 3 clusters Score -563306.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -563308.437500 Penalty: 2733.628906
	Iteration 62Q: 3 clusters Score -563308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -563310.187500 Penalty: 2733.628906
	Iteration 63Q: 3 clusters Score -563310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -563312.312500 Penalty: 2733.628906
	Iteration 64Q: 3 clusters Score -563312.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -563313.375000 Penalty: 2733.628906
	Iteration 65Q: 3 clusters Score -563313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -563314.187500 Penalty: 2733.628906
	Iteration 66Q: 3 clusters Score -563314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -563316.062500 Penalty: 2733.628906
	Iteration 67Q: 3 clusters Score -563316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -563316.937500 Penalty: 2733.628906
	Iteration 68Q: 3 clusters Score -563316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -563316.937500 Penalty: 2733.628906
	Iteration 69F: 3 clusters Score -563316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -48056.441406 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -48056.44 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 255 members 
Entering Unmasked Estep 
Score: -47067.242188 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -47067.24 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47339.453125 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -47339.45 nChanged 52
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: -47533.398438 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -47533.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47733.242188 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -47733.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47850.082031 Penalty: 2017.791748
	Iteration 4Q: 3 clusters Score -47850.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47938.222656 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -47938.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47987.429688 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -47987.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -48016.546875 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -48016.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48052.500000 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -48052.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48125.375000 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -48125.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48163.234375 Penalty: 2017.791748
	Iteration 10Q: 3 clusters Score -48163.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48173.828125 Penalty: 2017.791748
	Iteration 11Q: 3 clusters Score -48173.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48175.015625 Penalty: 2017.791748
	Iteration 12F: 3 clusters Score -48175.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48176.757812 Penalty: 2017.791748
	Iteration 13Q: 3 clusters Score -48176.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48179.347656 Penalty: 2017.791748
	Iteration 14Q: 3 clusters Score -48179.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48190.859375 Penalty: 2017.791748
	Iteration 15Q: 3 clusters Score -48190.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48196.363281 Penalty: 2017.791748
	Iteration 16Q: 3 clusters Score -48196.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48196.363281 Penalty: 2017.791748
	Iteration 17F: 3 clusters Score -48196.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 84144 members 
Mstep: Class 3 contains 84931 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49036 members 
Mstep: Class 8 contains 93556 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4497 members 
Mstep: Class 14 contains 330 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94760 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48281 members 
Mstep: Class 25 contains 50341 members 
Mstep: Class 26 contains 89242 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7003 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93338 members 
Mstep: Class 35 contains 167 members 
Entering Unmasked Estep 
Score: -102236672.000000 Penalty: 77592.265625
Splitting cluster 14 changes total score from -102237616.000000 to -102236672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Entering Unmasked Estep 
Score: -622501.125000 Penalty: 1389.477051
	Iteration 0F: 2 clusters Score -622501.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -618436.937500 Penalty: 2778.954102
	Iteration 0F: 3 clusters Score -618436.9 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -619676.125000 Penalty: 2778.954102
	Iteration 1F: 3 clusters Score -619676.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -619899.187500 Penalty: 2778.954102
	Iteration 2F: 3 clusters Score -619899.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -620036.312500 Penalty: 2778.954102
	Iteration 3F: 3 clusters Score -620036.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -620148.812500 Penalty: 2778.954102
	Iteration 4Q: 3 clusters Score -620148.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -620264.187500 Penalty: 2778.954102
	Iteration 5Q: 3 clusters Score -620264.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -620408.562500 Penalty: 2778.954102
	Iteration 6Q: 3 clusters Score -620408.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -620588.937500 Penalty: 2778.954102
	Iteration 7Q: 3 clusters Score -620588.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -620773.000000 Penalty: 2778.954102
	Iteration 8Q: 3 clusters Score -620773 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -620949.375000 Penalty: 2778.954102
	Iteration 9Q: 3 clusters Score -620949.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -621123.375000 Penalty: 2778.954102
	Iteration 10Q: 3 clusters Score -621123.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -621278.000000 Penalty: 2778.954102
	Iteration 11Q: 3 clusters Score -621278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -621383.875000 Penalty: 2778.954102
	Iteration 12Q: 3 clusters Score -621383.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -621471.000000 Penalty: 2778.954102
	Iteration 13Q: 3 clusters Score -621471 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -621547.062500 Penalty: 2778.954102
	Iteration 14Q: 3 clusters Score -621547.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -621575.437500 Penalty: 2778.954102
	Iteration 15Q: 3 clusters Score -621575.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -621592.937500 Penalty: 2778.954102
	Iteration 16Q: 3 clusters Score -621592.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -621600.250000 Penalty: 2778.954102
	Iteration 17Q: 3 clusters Score -621600.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -621608.000000 Penalty: 2778.954102
	Iteration 18Q: 3 clusters Score -621608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -621615.687500 Penalty: 2778.954102
	Iteration 19Q: 3 clusters Score -621615.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -621624.000000 Penalty: 2778.954102
	Iteration 20F: 3 clusters Score -621624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -621633.437500 Penalty: 2778.954102
	Iteration 21Q: 3 clusters Score -621633.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -621638.937500 Penalty: 2778.954102
	Iteration 22Q: 3 clusters Score -621638.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -621641.250000 Penalty: 2778.954102
	Iteration 23Q: 3 clusters Score -621641.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -621643.562500 Penalty: 2778.954102
	Iteration 24Q: 3 clusters Score -621643.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -621646.062500 Penalty: 2778.954102
	Iteration 25Q: 3 clusters Score -621646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -621647.062500 Penalty: 2778.954102
	Iteration 26Q: 3 clusters Score -621647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -621646.562500 Penalty: 2778.954102
	Iteration 27Q: 3 clusters Score -621646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -621646.562500 Penalty: 2778.954102
	Iteration 28F: 3 clusters Score -621646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30365.167969 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30365.17 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 188 members 
Entering Unmasked Estep 
Score: -29569.195312 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29569.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30007.482422 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -30007.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30188.531250 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -30188.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30232.472656 Penalty: 1925.383179
	Iteration 3Q: 3 clusters Score -30232.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30280.949219 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -30280.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30346.705078 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30346.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30423.507812 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -30423.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30464.421875 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -30464.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30505.992188 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -30505.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30584.570312 Penalty: 1925.383179
	Iteration 9Q: 3 clusters Score -30584.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30637.130859 Penalty: 1925.383179
	Iteration 10Q: 3 clusters Score -30637.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30649.251953 Penalty: 1925.383179
	Iteration 11Q: 3 clusters Score -30649.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30664.500000 Penalty: 1925.383179
	Iteration 12Q: 3 clusters Score -30664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30687.113281 Penalty: 1925.383179
	Iteration 13Q: 3 clusters Score -30687.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30702.480469 Penalty: 1925.383179
	Iteration 14Q: 3 clusters Score -30702.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30729.433594 Penalty: 1925.383179
	Iteration 15Q: 3 clusters Score -30729.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30732.402344 Penalty: 1925.383179
	Iteration 16Q: 3 clusters Score -30732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30737.455078 Penalty: 1925.383179
	Iteration 17Q: 3 clusters Score -30737.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30737.455078 Penalty: 1925.383179
	Iteration 18F: 3 clusters Score -30737.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 84144 members 
Mstep: Class 3 contains 84931 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49036 members 
Mstep: Class 8 contains 93556 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4497 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 154 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94760 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48281 members 
Mstep: Class 25 contains 50341 members 
Mstep: Class 26 contains 89242 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7003 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93338 members 
Mstep: Class 35 contains 220 members 
Entering Unmasked Estep 
Score: -102236808.000000 Penalty: 77592.265625
Splitting cluster 16 changes total score from -102237616.000000 to -102236808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Entering Unmasked Estep 
Score: -423809.281250 Penalty: 1333.569946
	Iteration 0F: 2 clusters Score -423809.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -420719.375000 Penalty: 2667.139893
	Iteration 0F: 3 clusters Score -420719.4 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -421585.687500 Penalty: 2667.139893
	Iteration 1F: 3 clusters Score -421585.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -421844.906250 Penalty: 2667.139893
	Iteration 2F: 3 clusters Score -421844.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -422033.218750 Penalty: 2667.139893
	Iteration 3F: 3 clusters Score -422033.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -422183.750000 Penalty: 2667.139893
	Iteration 4F: 3 clusters Score -422183.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -422290.843750 Penalty: 2667.139893
	Iteration 5Q: 3 clusters Score -422290.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -422366.031250 Penalty: 2667.139893
	Iteration 6Q: 3 clusters Score -422366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -422438.843750 Penalty: 2667.139893
	Iteration 7Q: 3 clusters Score -422438.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -422495.187500 Penalty: 2667.139893
	Iteration 8Q: 3 clusters Score -422495.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -422543.187500 Penalty: 2667.139893
	Iteration 9Q: 3 clusters Score -422543.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -422590.437500 Penalty: 2667.139893
	Iteration 10Q: 3 clusters Score -422590.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -422640.718750 Penalty: 2667.139893
	Iteration 11Q: 3 clusters Score -422640.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -422683.156250 Penalty: 2667.139893
	Iteration 12Q: 3 clusters Score -422683.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -422721.625000 Penalty: 2667.139893
	Iteration 13Q: 3 clusters Score -422721.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -422755.125000 Penalty: 2667.139893
	Iteration 14Q: 3 clusters Score -422755.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -422778.468750 Penalty: 2667.139893
	Iteration 15Q: 3 clusters Score -422778.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -422800.375000 Penalty: 2667.139893
	Iteration 16Q: 3 clusters Score -422800.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -422813.625000 Penalty: 2667.139893
	Iteration 17Q: 3 clusters Score -422813.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -422823.718750 Penalty: 2667.139893
	Iteration 18Q: 3 clusters Score -422823.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -422833.906250 Penalty: 2667.139893
	Iteration 19Q: 3 clusters Score -422833.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -422841.562500 Penalty: 2667.139893
	Iteration 20F: 3 clusters Score -422841.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -422851.125000 Penalty: 2667.139893
	Iteration 21Q: 3 clusters Score -422851.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -422858.937500 Penalty: 2667.139893
	Iteration 22Q: 3 clusters Score -422858.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -422870.062500 Penalty: 2667.139893
	Iteration 23Q: 3 clusters Score -422870.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -422883.718750 Penalty: 2667.139893
	Iteration 24Q: 3 clusters Score -422883.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -422891.750000 Penalty: 2667.139893
	Iteration 25Q: 3 clusters Score -422891.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -422896.687500 Penalty: 2667.139893
	Iteration 26Q: 3 clusters Score -422896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -422900.437500 Penalty: 2667.139893
	Iteration 27Q: 3 clusters Score -422900.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -422905.656250 Penalty: 2667.139893
	Iteration 28Q: 3 clusters Score -422905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -422907.406250 Penalty: 2667.139893
	Iteration 29Q: 3 clusters Score -422907.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -422912.156250 Penalty: 2667.139893
	Iteration 30Q: 3 clusters Score -422912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -422915.156250 Penalty: 2667.139893
	Iteration 31Q: 3 clusters Score -422915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -422915.843750 Penalty: 2667.139893
	Iteration 32Q: 3 clusters Score -422915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -422919.031250 Penalty: 2667.139893
	Iteration 33Q: 3 clusters Score -422919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -422920.375000 Penalty: 2667.139893
	Iteration 34Q: 3 clusters Score -422920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -422920.656250 Penalty: 2667.139893
	Iteration 35Q: 3 clusters Score -422920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -422921.000000 Penalty: 2667.139893
	Iteration 36Q: 3 clusters Score -422921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -422922.250000 Penalty: 2667.139893
	Iteration 37Q: 3 clusters Score -422922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -422923.781250 Penalty: 2667.139893
	Iteration 38Q: 3 clusters Score -422923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -422923.125000 Penalty: 2667.139893
	Iteration 39Q: 3 clusters Score -422923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -422923.125000 Penalty: 2667.139893
	Iteration 40F: 3 clusters Score -422923.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Entering Unmasked Estep 
Score: -384705.687500 Penalty: 1316.621094
	Iteration 0F: 2 clusters Score -384705.7 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 1657 members 
Entering Unmasked Estep 
Score: -381794.125000 Penalty: 2633.242188
	Iteration 0F: 3 clusters Score -381794.1 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -382559.093750 Penalty: 2633.242188
	Iteration 1F: 3 clusters Score -382559.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -382700.125000 Penalty: 2633.242188
	Iteration 2F: 3 clusters Score -382700.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -382780.000000 Penalty: 2633.242188
	Iteration 3Q: 3 clusters Score -382780 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -382842.437500 Penalty: 2633.242188
	Iteration 4Q: 3 clusters Score -382842.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -382888.281250 Penalty: 2633.242188
	Iteration 5Q: 3 clusters Score -382888.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -382931.062500 Penalty: 2633.242188
	Iteration 6Q: 3 clusters Score -382931.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -382996.562500 Penalty: 2633.242188
	Iteration 7Q: 3 clusters Score -382996.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -383080.500000 Penalty: 2633.242188
	Iteration 8Q: 3 clusters Score -383080.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -383154.375000 Penalty: 2633.242188
	Iteration 9Q: 3 clusters Score -383154.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -383236.562500 Penalty: 2633.242188
	Iteration 10Q: 3 clusters Score -383236.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -383339.437500 Penalty: 2633.242188
	Iteration 11Q: 3 clusters Score -383339.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -383474.406250 Penalty: 2633.242188
	Iteration 12Q: 3 clusters Score -383474.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -383597.312500 Penalty: 2633.242188
	Iteration 13Q: 3 clusters Score -383597.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -383692.437500 Penalty: 2633.242188
	Iteration 14Q: 3 clusters Score -383692.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -383740.812500 Penalty: 2633.242188
	Iteration 15Q: 3 clusters Score -383740.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -383765.312500 Penalty: 2633.242188
	Iteration 16Q: 3 clusters Score -383765.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -383786.593750 Penalty: 2633.242188
	Iteration 17Q: 3 clusters Score -383786.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -383797.343750 Penalty: 2633.242188
	Iteration 18Q: 3 clusters Score -383797.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -383805.250000 Penalty: 2633.242188
	Iteration 19Q: 3 clusters Score -383805.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -383812.687500 Penalty: 2633.242188
	Iteration 20F: 3 clusters Score -383812.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -383820.937500 Penalty: 2633.242188
	Iteration 21Q: 3 clusters Score -383820.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -383826.250000 Penalty: 2633.242188
	Iteration 22Q: 3 clusters Score -383826.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -383829.437500 Penalty: 2633.242188
	Iteration 23Q: 3 clusters Score -383829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -383832.218750 Penalty: 2633.242188
	Iteration 24Q: 3 clusters Score -383832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -383834.656250 Penalty: 2633.242188
	Iteration 25Q: 3 clusters Score -383834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -383836.906250 Penalty: 2633.242188
	Iteration 26Q: 3 clusters Score -383836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -383838.250000 Penalty: 2633.242188
	Iteration 27Q: 3 clusters Score -383838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -383839.500000 Penalty: 2633.242188
	Iteration 28Q: 3 clusters Score -383839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -383841.812500 Penalty: 2633.242188
	Iteration 29Q: 3 clusters Score -383841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -383845.343750 Penalty: 2633.242188
	Iteration 30Q: 3 clusters Score -383845.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -383849.343750 Penalty: 2633.242188
	Iteration 31Q: 3 clusters Score -383849.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -383850.750000 Penalty: 2633.242188
	Iteration 32Q: 3 clusters Score -383850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -383851.937500 Penalty: 2633.242188
	Iteration 33Q: 3 clusters Score -383851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -383851.937500 Penalty: 2633.242188
	Iteration 34F: 3 clusters Score -383851.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Entering Unmasked Estep 
Score: -1206772.125000 Penalty: 1497.490845
	Iteration 0F: 2 clusters Score -1206772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1199603.000000 Penalty: 2994.981689
	Iteration 0F: 3 clusters Score -1199603 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1202174.875000 Penalty: 2994.981689
	Iteration 1F: 3 clusters Score -1202175 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1202724.000000 Penalty: 2994.981689
	Iteration 2F: 3 clusters Score -1202724 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1203281.625000 Penalty: 2994.981689
	Iteration 3F: 3 clusters Score -1203282 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1203788.875000 Penalty: 2994.981689
	Iteration 4F: 3 clusters Score -1203789 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1204238.500000 Penalty: 2994.981689
	Iteration 5F: 3 clusters Score -1204238 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1204625.250000 Penalty: 2994.981689
	Iteration 6F: 3 clusters Score -1204625 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1204928.125000 Penalty: 2994.981689
	Iteration 7Q: 3 clusters Score -1204928 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1205121.125000 Penalty: 2994.981689
	Iteration 8Q: 3 clusters Score -1205121 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1205227.125000 Penalty: 2994.981689
	Iteration 9Q: 3 clusters Score -1205227 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1205292.125000 Penalty: 2994.981689
	Iteration 10Q: 3 clusters Score -1205292 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1205338.250000 Penalty: 2994.981689
	Iteration 11Q: 3 clusters Score -1205338 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1205375.875000 Penalty: 2994.981689
	Iteration 12Q: 3 clusters Score -1205376 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1205404.125000 Penalty: 2994.981689
	Iteration 13Q: 3 clusters Score -1205404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1205424.875000 Penalty: 2994.981689
	Iteration 14Q: 3 clusters Score -1205425 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1205442.500000 Penalty: 2994.981689
	Iteration 15Q: 3 clusters Score -1205442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1205461.125000 Penalty: 2994.981689
	Iteration 16Q: 3 clusters Score -1205461 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1205470.250000 Penalty: 2994.981689
	Iteration 17Q: 3 clusters Score -1205470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1205486.750000 Penalty: 2994.981689
	Iteration 18Q: 3 clusters Score -1205487 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1205504.375000 Penalty: 2994.981689
	Iteration 19Q: 3 clusters Score -1205504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1205521.750000 Penalty: 2994.981689
	Iteration 20F: 3 clusters Score -1205522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1205543.125000 Penalty: 2994.981689
	Iteration 21Q: 3 clusters Score -1205543 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1205560.625000 Penalty: 2994.981689
	Iteration 22Q: 3 clusters Score -1205561 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1205575.375000 Penalty: 2994.981689
	Iteration 23Q: 3 clusters Score -1205575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1205595.750000 Penalty: 2994.981689
	Iteration 24Q: 3 clusters Score -1205596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1205616.750000 Penalty: 2994.981689
	Iteration 25Q: 3 clusters Score -1205617 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1205631.375000 Penalty: 2994.981689
	Iteration 26Q: 3 clusters Score -1205631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1205653.500000 Penalty: 2994.981689
	Iteration 27Q: 3 clusters Score -1205654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1205680.750000 Penalty: 2994.981689
	Iteration 28Q: 3 clusters Score -1205681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1205709.375000 Penalty: 2994.981689
	Iteration 29Q: 3 clusters Score -1205709 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1205727.125000 Penalty: 2994.981689
	Iteration 30Q: 3 clusters Score -1205727 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1205746.125000 Penalty: 2994.981689
	Iteration 31Q: 3 clusters Score -1205746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1205766.000000 Penalty: 2994.981689
	Iteration 32Q: 3 clusters Score -1205766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1205793.375000 Penalty: 2994.981689
	Iteration 33Q: 3 clusters Score -1205793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1205814.750000 Penalty: 2994.981689
	Iteration 34Q: 3 clusters Score -1205815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1205829.375000 Penalty: 2994.981689
	Iteration 35Q: 3 clusters Score -1205829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1205847.500000 Penalty: 2994.981689
	Iteration 36Q: 3 clusters Score -1205848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1205863.750000 Penalty: 2994.981689
	Iteration 37Q: 3 clusters Score -1205864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1205879.625000 Penalty: 2994.981689
	Iteration 38Q: 3 clusters Score -1205880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1205899.625000 Penalty: 2994.981689
	Iteration 39Q: 3 clusters Score -1205900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1205913.125000 Penalty: 2994.981689
	Iteration 40F: 3 clusters Score -1205913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1205925.500000 Penalty: 2994.981689
	Iteration 41Q: 3 clusters Score -1205926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1205936.250000 Penalty: 2994.981689
	Iteration 42Q: 3 clusters Score -1205936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1205945.875000 Penalty: 2994.981689
	Iteration 43Q: 3 clusters Score -1205946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1205954.250000 Penalty: 2994.981689
	Iteration 44Q: 3 clusters Score -1205954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1205969.250000 Penalty: 2994.981689
	Iteration 45Q: 3 clusters Score -1205969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1205981.375000 Penalty: 2994.981689
	Iteration 46Q: 3 clusters Score -1205981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1205984.875000 Penalty: 2994.981689
	Iteration 47Q: 3 clusters Score -1205985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1205992.750000 Penalty: 2994.981689
	Iteration 48Q: 3 clusters Score -1205993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1206000.625000 Penalty: 2994.981689
	Iteration 49Q: 3 clusters Score -1206001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1206003.625000 Penalty: 2994.981689
	Iteration 50Q: 3 clusters Score -1206004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1206011.875000 Penalty: 2994.981689
	Iteration 51Q: 3 clusters Score -1206012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1206015.125000 Penalty: 2994.981689
	Iteration 52Q: 3 clusters Score -1206015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1206021.000000 Penalty: 2994.981689
	Iteration 53Q: 3 clusters Score -1206021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1206023.375000 Penalty: 2994.981689
	Iteration 54Q: 3 clusters Score -1206023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1206026.250000 Penalty: 2994.981689
	Iteration 55Q: 3 clusters Score -1206026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1206026.750000 Penalty: 2994.981689
	Iteration 56Q: 3 clusters Score -1206027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1206029.750000 Penalty: 2994.981689
	Iteration 57Q: 3 clusters Score -1206030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1206029.125000 Penalty: 2994.981689
	Iteration 58Q: 3 clusters Score -1206029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1206027.875000 Penalty: 2994.981689
	Iteration 59Q: 3 clusters Score -1206028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1206029.000000 Penalty: 2994.981689
	Iteration 60F: 3 clusters Score -1206029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1206029.625000 Penalty: 2994.981689
	Iteration 61Q: 3 clusters Score -1206030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1206031.750000 Penalty: 2994.981689
	Iteration 62Q: 3 clusters Score -1206032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1206034.125000 Penalty: 2994.981689
	Iteration 63Q: 3 clusters Score -1206034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1206033.375000 Penalty: 2994.981689
	Iteration 64Q: 3 clusters Score -1206033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1206032.875000 Penalty: 2994.981689
	Iteration 65Q: 3 clusters Score -1206033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1206035.375000 Penalty: 2994.981689
	Iteration 66Q: 3 clusters Score -1206035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1206034.625000 Penalty: 2994.981689
	Iteration 67Q: 3 clusters Score -1206035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1206034.375000 Penalty: 2994.981689
	Iteration 68Q: 3 clusters Score -1206034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1206035.500000 Penalty: 2994.981689
	Iteration 69Q: 3 clusters Score -1206036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1206035.500000 Penalty: 2994.981689
	Iteration 70F: 3 clusters Score -1206036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (94760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94760 members 
Entering Unmasked Estep 
Score: -11688560.000000 Penalty: 1862.104126
	Iteration 0F: 2 clusters Score -1.168856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -11626327.000000 Penalty: 3724.208252
	Iteration 0F: 3 clusters Score -1.162633e+07 nChanged 45264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -11652832.000000 Penalty: 3724.208252
	Iteration 1F: 3 clusters Score -1.165283e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -11653503.000000 Penalty: 3724.208252
	Iteration 2Q: 3 clusters Score -1.16535e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -11654340.000000 Penalty: 3724.208252
	Iteration 3Q: 3 clusters Score -1.165434e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -11655445.000000 Penalty: 3724.208252
	Iteration 4Q: 3 clusters Score -1.165544e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -11657124.000000 Penalty: 3724.208252
	Iteration 5Q: 3 clusters Score -1.165712e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -11659653.000000 Penalty: 3724.208252
	Iteration 6Q: 3 clusters Score -1.165965e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -11663670.000000 Penalty: 3724.208252
	Iteration 7F: 3 clusters Score -1.166367e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -11668251.000000 Penalty: 3724.208252
	Iteration 8F: 3 clusters Score -1.166825e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -11671536.000000 Penalty: 3724.208252
	Iteration 9F: 3 clusters Score -1.167154e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -11672745.000000 Penalty: 3724.208252
	Iteration 10Q: 3 clusters Score -1.167274e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -11673385.000000 Penalty: 3724.208252
	Iteration 11Q: 3 clusters Score -1.167338e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -11673820.000000 Penalty: 3724.208252
	Iteration 12Q: 3 clusters Score -1.167382e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -11674315.000000 Penalty: 3724.208252
	Iteration 13Q: 3 clusters Score -1.167432e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -11674908.000000 Penalty: 3724.208252
	Iteration 14Q: 3 clusters Score -1.167491e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -11675570.000000 Penalty: 3724.208252
	Iteration 15Q: 3 clusters Score -1.167557e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -11676334.000000 Penalty: 3724.208252
	Iteration 16Q: 3 clusters Score -1.167633e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -11677030.000000 Penalty: 3724.208252
	Iteration 17Q: 3 clusters Score -1.167703e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -11677754.000000 Penalty: 3724.208252
	Iteration 18Q: 3 clusters Score -1.167775e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -11678557.000000 Penalty: 3724.208252
	Iteration 19Q: 3 clusters Score -1.167856e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -11679259.000000 Penalty: 3724.208252
	Iteration 20F: 3 clusters Score -1.167926e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -11679867.000000 Penalty: 3724.208252
	Iteration 21Q: 3 clusters Score -1.167987e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -11680358.000000 Penalty: 3724.208252
	Iteration 22Q: 3 clusters Score -1.168036e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -11680797.000000 Penalty: 3724.208252
	Iteration 23Q: 3 clusters Score -1.16808e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -11681148.000000 Penalty: 3724.208252
	Iteration 24Q: 3 clusters Score -1.168115e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -11681466.000000 Penalty: 3724.208252
	Iteration 25Q: 3 clusters Score -1.168147e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -11681729.000000 Penalty: 3724.208252
	Iteration 26Q: 3 clusters Score -1.168173e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -11681940.000000 Penalty: 3724.208252
	Iteration 27Q: 3 clusters Score -1.168194e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -11682173.000000 Penalty: 3724.208252
	Iteration 28Q: 3 clusters Score -1.168217e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -11682304.000000 Penalty: 3724.208252
	Iteration 29Q: 3 clusters Score -1.16823e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -11682585.000000 Penalty: 3724.208252
	Iteration 30Q: 3 clusters Score -1.168258e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -11682670.000000 Penalty: 3724.208252
	Iteration 31Q: 3 clusters Score -1.168267e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -11682853.000000 Penalty: 3724.208252
	Iteration 32Q: 3 clusters Score -1.168285e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -11682948.000000 Penalty: 3724.208252
	Iteration 33Q: 3 clusters Score -1.168295e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -11683073.000000 Penalty: 3724.208252
	Iteration 34Q: 3 clusters Score -1.168307e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -11683187.000000 Penalty: 3724.208252
	Iteration 35Q: 3 clusters Score -1.168319e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -11683356.000000 Penalty: 3724.208252
	Iteration 36Q: 3 clusters Score -1.168336e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -11683476.000000 Penalty: 3724.208252
	Iteration 37Q: 3 clusters Score -1.168348e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -11683654.000000 Penalty: 3724.208252
	Iteration 38Q: 3 clusters Score -1.168365e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -11683801.000000 Penalty: 3724.208252
	Iteration 39Q: 3 clusters Score -1.16838e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -11683944.000000 Penalty: 3724.208252
	Iteration 40F: 3 clusters Score -1.168394e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78829 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -11684144.000000 Penalty: 3724.208252
	Iteration 41Q: 3 clusters Score -1.168414e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -11684341.000000 Penalty: 3724.208252
	Iteration 42Q: 3 clusters Score -1.168434e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -11684619.000000 Penalty: 3724.208252
	Iteration 43Q: 3 clusters Score -1.168462e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -11684752.000000 Penalty: 3724.208252
	Iteration 44Q: 3 clusters Score -1.168475e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -11684913.000000 Penalty: 3724.208252
	Iteration 45Q: 3 clusters Score -1.168491e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83017 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -11685058.000000 Penalty: 3724.208252
	Iteration 46Q: 3 clusters Score -1.168506e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -11685200.000000 Penalty: 3724.208252
	Iteration 47Q: 3 clusters Score -1.16852e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84744 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -11685364.000000 Penalty: 3724.208252
	Iteration 48Q: 3 clusters Score -1.168536e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -11685473.000000 Penalty: 3724.208252
	Iteration 49Q: 3 clusters Score -1.168547e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -11685579.000000 Penalty: 3724.208252
	Iteration 50Q: 3 clusters Score -1.168558e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -11685676.000000 Penalty: 3724.208252
	Iteration 51Q: 3 clusters Score -1.168568e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -11685872.000000 Penalty: 3724.208252
	Iteration 52Q: 3 clusters Score -1.168587e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -11685941.000000 Penalty: 3724.208252
	Iteration 53Q: 3 clusters Score -1.168594e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -11686092.000000 Penalty: 3724.208252
	Iteration 54Q: 3 clusters Score -1.168609e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -11686261.000000 Penalty: 3724.208252
	Iteration 55Q: 3 clusters Score -1.168626e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -11686333.000000 Penalty: 3724.208252
	Iteration 56Q: 3 clusters Score -1.168633e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -11686406.000000 Penalty: 3724.208252
	Iteration 57Q: 3 clusters Score -1.168641e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -11686537.000000 Penalty: 3724.208252
	Iteration 58Q: 3 clusters Score -1.168654e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -11686546.000000 Penalty: 3724.208252
	Iteration 59Q: 3 clusters Score -1.168655e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -11686636.000000 Penalty: 3724.208252
	Iteration 60F: 3 clusters Score -1.168664e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -11686682.000000 Penalty: 3724.208252
	Iteration 61Q: 3 clusters Score -1.168668e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -11686699.000000 Penalty: 3724.208252
	Iteration 62Q: 3 clusters Score -1.16867e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -11686721.000000 Penalty: 3724.208252
	Iteration 63Q: 3 clusters Score -1.168672e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92485 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -11686728.000000 Penalty: 3724.208252
	Iteration 64Q: 3 clusters Score -1.168673e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -11686736.000000 Penalty: 3724.208252
	Iteration 65Q: 3 clusters Score -1.168674e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92741 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -11686788.000000 Penalty: 3724.208252
	Iteration 66Q: 3 clusters Score -1.168679e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -11686829.000000 Penalty: 3724.208252
	Iteration 67Q: 3 clusters Score -1.168683e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -11686863.000000 Penalty: 3724.208252
	Iteration 68Q: 3 clusters Score -1.168686e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -11686895.000000 Penalty: 3724.208252
	Iteration 69Q: 3 clusters Score -1.16869e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11686928.000000 Penalty: 3724.208252
	Iteration 70Q: 3 clusters Score -1.168693e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11686963.000000 Penalty: 3724.208252
	Iteration 71Q: 3 clusters Score -1.168696e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93258 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11686971.000000 Penalty: 3724.208252
	Iteration 72Q: 3 clusters Score -1.168697e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -11686961.000000 Penalty: 3724.208252
	Iteration 73Q: 3 clusters Score -1.168696e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11686986.000000 Penalty: 3724.208252
	Iteration 74Q: 3 clusters Score -1.168699e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -11686990.000000 Penalty: 3724.208252
	Iteration 75Q: 3 clusters Score -1.168699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93416 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11687025.000000 Penalty: 3724.208252
	Iteration 76Q: 3 clusters Score -1.168702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11687019.000000 Penalty: 3724.208252
	Iteration 77Q: 3 clusters Score -1.168702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -11687025.000000 Penalty: 3724.208252
	Iteration 78Q: 3 clusters Score -1.168702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11687016.000000 Penalty: 3724.208252
	Iteration 79Q: 3 clusters Score -1.168702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -11687034.000000 Penalty: 3724.208252
	Iteration 80F: 3 clusters Score -1.168703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11687045.000000 Penalty: 3724.208252
	Iteration 81Q: 3 clusters Score -1.168704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93507 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -11687051.000000 Penalty: 3724.208252
	Iteration 82Q: 3 clusters Score -1.168705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93515 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -11687067.000000 Penalty: 3724.208252
	Iteration 83Q: 3 clusters Score -1.168707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11687039.000000 Penalty: 3724.208252
	Iteration 84Q: 3 clusters Score -1.168704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11687047.000000 Penalty: 3724.208252
	Iteration 85Q: 3 clusters Score -1.168705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11687051.000000 Penalty: 3724.208252
	Iteration 86Q: 3 clusters Score -1.168705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11687052.000000 Penalty: 3724.208252
	Iteration 87Q: 3 clusters Score -1.168705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -11687058.000000 Penalty: 3724.208252
	Iteration 88Q: 3 clusters Score -1.168706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11687049.000000 Penalty: 3724.208252
	Iteration 89Q: 3 clusters Score -1.168705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11687043.000000 Penalty: 3724.208252
	Iteration 90Q: 3 clusters Score -1.168704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11687049.000000 Penalty: 3724.208252
	Iteration 91Q: 3 clusters Score -1.168705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11687059.000000 Penalty: 3724.208252
	Iteration 92Q: 3 clusters Score -1.168706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11687062.000000 Penalty: 3724.208252
	Iteration 93Q: 3 clusters Score -1.168706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11687051.000000 Penalty: 3724.208252
	Iteration 94Q: 3 clusters Score -1.168705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -11687049.000000 Penalty: 3724.208252
	Iteration 95Q: 3 clusters Score -1.168705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -11687051.000000 Penalty: 3724.208252
	Iteration 96Q: 3 clusters Score -1.168705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -11687048.000000 Penalty: 3724.208252
	Iteration 97Q: 3 clusters Score -1.168705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11687061.000000 Penalty: 3724.208252
	Iteration 98Q: 3 clusters Score -1.168706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11687077.000000 Penalty: 3724.208252
	Iteration 99Q: 3 clusters Score -1.168708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -11687067.000000 Penalty: 3724.208252
	Iteration 100F: 3 clusters Score -1.168707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11687065.000000 Penalty: 3724.208252
	Iteration 101Q: 3 clusters Score -1.168706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -11687067.000000 Penalty: 3724.208252
	Iteration 102Q: 3 clusters Score -1.168707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -11687067.000000 Penalty: 3724.208252
	Iteration 103F: 3 clusters Score -1.168707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Entering Unmasked Estep 
Score: -779829.687500 Penalty: 1422.140259
	Iteration 0F: 2 clusters Score -779829.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -774940.750000 Penalty: 2844.280518
	Iteration 0F: 3 clusters Score -774940.8 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -776399.000000 Penalty: 2844.280518
	Iteration 1F: 3 clusters Score -776399 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -776593.125000 Penalty: 2844.280518
	Iteration 2F: 3 clusters Score -776593.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -776727.125000 Penalty: 2844.280518
	Iteration 3Q: 3 clusters Score -776727.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -776841.000000 Penalty: 2844.280518
	Iteration 4Q: 3 clusters Score -776841 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -776923.000000 Penalty: 2844.280518
	Iteration 5Q: 3 clusters Score -776923 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -776995.125000 Penalty: 2844.280518
	Iteration 6Q: 3 clusters Score -776995.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -777063.750000 Penalty: 2844.280518
	Iteration 7Q: 3 clusters Score -777063.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -777134.000000 Penalty: 2844.280518
	Iteration 8Q: 3 clusters Score -777134 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -777210.562500 Penalty: 2844.280518
	Iteration 9Q: 3 clusters Score -777210.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -777288.375000 Penalty: 2844.280518
	Iteration 10Q: 3 clusters Score -777288.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -777379.875000 Penalty: 2844.280518
	Iteration 11Q: 3 clusters Score -777379.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -777480.062500 Penalty: 2844.280518
	Iteration 12Q: 3 clusters Score -777480.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -777597.750000 Penalty: 2844.280518
	Iteration 13Q: 3 clusters Score -777597.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -777710.312500 Penalty: 2844.280518
	Iteration 14Q: 3 clusters Score -777710.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -777808.187500 Penalty: 2844.280518
	Iteration 15Q: 3 clusters Score -777808.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -777868.937500 Penalty: 2844.280518
	Iteration 16Q: 3 clusters Score -777868.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -777924.250000 Penalty: 2844.280518
	Iteration 17Q: 3 clusters Score -777924.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -777966.062500 Penalty: 2844.280518
	Iteration 18Q: 3 clusters Score -777966.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -777997.562500 Penalty: 2844.280518
	Iteration 19Q: 3 clusters Score -777997.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -778023.625000 Penalty: 2844.280518
	Iteration 20F: 3 clusters Score -778023.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -778048.562500 Penalty: 2844.280518
	Iteration 21Q: 3 clusters Score -778048.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -778065.562500 Penalty: 2844.280518
	Iteration 22Q: 3 clusters Score -778065.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -778086.875000 Penalty: 2844.280518
	Iteration 23Q: 3 clusters Score -778086.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -778105.875000 Penalty: 2844.280518
	Iteration 24Q: 3 clusters Score -778105.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -778125.437500 Penalty: 2844.280518
	Iteration 25Q: 3 clusters Score -778125.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -778151.437500 Penalty: 2844.280518
	Iteration 26Q: 3 clusters Score -778151.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -778175.312500 Penalty: 2844.280518
	Iteration 27Q: 3 clusters Score -778175.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -778195.500000 Penalty: 2844.280518
	Iteration 28Q: 3 clusters Score -778195.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -778207.875000 Penalty: 2844.280518
	Iteration 29Q: 3 clusters Score -778207.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -778214.750000 Penalty: 2844.280518
	Iteration 30Q: 3 clusters Score -778214.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -778223.250000 Penalty: 2844.280518
	Iteration 31Q: 3 clusters Score -778223.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -778231.125000 Penalty: 2844.280518
	Iteration 32Q: 3 clusters Score -778231.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -778239.687500 Penalty: 2844.280518
	Iteration 33Q: 3 clusters Score -778239.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -778246.875000 Penalty: 2844.280518
	Iteration 34Q: 3 clusters Score -778246.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -778250.625000 Penalty: 2844.280518
	Iteration 35Q: 3 clusters Score -778250.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -778254.375000 Penalty: 2844.280518
	Iteration 36Q: 3 clusters Score -778254.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -778255.312500 Penalty: 2844.280518
	Iteration 37Q: 3 clusters Score -778255.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -778256.937500 Penalty: 2844.280518
	Iteration 38Q: 3 clusters Score -778256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -778258.312500 Penalty: 2844.280518
	Iteration 39Q: 3 clusters Score -778258.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -778257.937500 Penalty: 2844.280518
	Iteration 40F: 3 clusters Score -778257.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -344285.250000 Penalty: 1298.248535
	Iteration 0F: 2 clusters Score -344285.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -341590.093750 Penalty: 2596.497070
	Iteration 0F: 3 clusters Score -341590.1 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -342316.312500 Penalty: 2596.497070
	Iteration 1F: 3 clusters Score -342316.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -342482.375000 Penalty: 2596.497070
	Iteration 2F: 3 clusters Score -342482.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -342577.718750 Penalty: 2596.497070
	Iteration 3F: 3 clusters Score -342577.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -342646.031250 Penalty: 2596.497070
	Iteration 4Q: 3 clusters Score -342646 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -342700.312500 Penalty: 2596.497070
	Iteration 5Q: 3 clusters Score -342700.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -342744.625000 Penalty: 2596.497070
	Iteration 6Q: 3 clusters Score -342744.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -342798.187500 Penalty: 2596.497070
	Iteration 7Q: 3 clusters Score -342798.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -342857.593750 Penalty: 2596.497070
	Iteration 8Q: 3 clusters Score -342857.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -342918.875000 Penalty: 2596.497070
	Iteration 9Q: 3 clusters Score -342918.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -342983.062500 Penalty: 2596.497070
	Iteration 10Q: 3 clusters Score -342983.1 nChanged 86
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: -343043.562500 Penalty: 2596.497070
	Iteration 11Q: 3 clusters Score -343043.6 nChanged 79
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: -343089.562500 Penalty: 2596.497070
	Iteration 12Q: 3 clusters Score -343089.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -343124.000000 Penalty: 2596.497070
	Iteration 13Q: 3 clusters Score -343124 nChanged 61
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: -343166.437500 Penalty: 2596.497070
	Iteration 14Q: 3 clusters Score -343166.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -343226.062500 Penalty: 2596.497070
	Iteration 15Q: 3 clusters Score -343226.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -343280.875000 Penalty: 2596.497070
	Iteration 16Q: 3 clusters Score -343280.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -343328.843750 Penalty: 2596.497070
	Iteration 17Q: 3 clusters Score -343328.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -343382.750000 Penalty: 2596.497070
	Iteration 18Q: 3 clusters Score -343382.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -343430.312500 Penalty: 2596.497070
	Iteration 19Q: 3 clusters Score -343430.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -343472.531250 Penalty: 2596.497070
	Iteration 20F: 3 clusters Score -343472.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -343526.468750 Penalty: 2596.497070
	Iteration 21Q: 3 clusters Score -343526.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -343580.468750 Penalty: 2596.497070
	Iteration 22Q: 3 clusters Score -343580.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -343600.500000 Penalty: 2596.497070
	Iteration 23Q: 3 clusters Score -343600.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -343611.781250 Penalty: 2596.497070
	Iteration 24Q: 3 clusters Score -343611.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -343617.218750 Penalty: 2596.497070
	Iteration 25Q: 3 clusters Score -343617.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -343619.375000 Penalty: 2596.497070
	Iteration 26Q: 3 clusters Score -343619.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -343622.968750 Penalty: 2596.497070
	Iteration 27Q: 3 clusters Score -343623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -343624.750000 Penalty: 2596.497070
	Iteration 28Q: 3 clusters Score -343624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -343625.781250 Penalty: 2596.497070
	Iteration 29Q: 3 clusters Score -343625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -343627.656250 Penalty: 2596.497070
	Iteration 30Q: 3 clusters Score -343627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -343628.125000 Penalty: 2596.497070
	Iteration 31Q: 3 clusters Score -343628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -343628.843750 Penalty: 2596.497070
	Iteration 32Q: 3 clusters Score -343628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -343630.437500 Penalty: 2596.497070
	Iteration 33Q: 3 clusters Score -343630.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -343632.375000 Penalty: 2596.497070
	Iteration 34Q: 3 clusters Score -343632.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -343634.312500 Penalty: 2596.497070
	Iteration 35Q: 3 clusters Score -343634.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -343635.906250 Penalty: 2596.497070
	Iteration 36Q: 3 clusters Score -343635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -343636.125000 Penalty: 2596.497070
	Iteration 37Q: 3 clusters Score -343636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -343637.656250 Penalty: 2596.497070
	Iteration 38Q: 3 clusters Score -343637.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -343637.656250 Penalty: 2596.497070
	Iteration 39F: 3 clusters Score -343637.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Entering Unmasked Estep 
Score: -192481.359375 Penalty: 1212.329712
	Iteration 0F: 2 clusters Score -192481.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190573.703125 Penalty: 2424.659424
	Iteration 0F: 3 clusters Score -190573.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -191029.796875 Penalty: 2424.659424
	Iteration 1F: 3 clusters Score -191029.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -191186.031250 Penalty: 2424.659424
	Iteration 2F: 3 clusters Score -191186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -191302.515625 Penalty: 2424.659424
	Iteration 3F: 3 clusters Score -191302.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -191392.765625 Penalty: 2424.659424
	Iteration 4F: 3 clusters Score -191392.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -191472.968750 Penalty: 2424.659424
	Iteration 5Q: 3 clusters Score -191473 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -191541.109375 Penalty: 2424.659424
	Iteration 6Q: 3 clusters Score -191541.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191586.515625 Penalty: 2424.659424
	Iteration 7Q: 3 clusters Score -191586.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -191628.921875 Penalty: 2424.659424
	Iteration 8Q: 3 clusters Score -191628.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -191668.562500 Penalty: 2424.659424
	Iteration 9Q: 3 clusters Score -191668.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -191706.781250 Penalty: 2424.659424
	Iteration 10Q: 3 clusters Score -191706.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -191747.859375 Penalty: 2424.659424
	Iteration 11Q: 3 clusters Score -191747.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -191780.343750 Penalty: 2424.659424
	Iteration 12Q: 3 clusters Score -191780.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -191809.000000 Penalty: 2424.659424
	Iteration 13Q: 3 clusters Score -191809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -191849.453125 Penalty: 2424.659424
	Iteration 14Q: 3 clusters Score -191849.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -191873.078125 Penalty: 2424.659424
	Iteration 15Q: 3 clusters Score -191873.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -191891.328125 Penalty: 2424.659424
	Iteration 16Q: 3 clusters Score -191891.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -191911.828125 Penalty: 2424.659424
	Iteration 17Q: 3 clusters Score -191911.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -191928.796875 Penalty: 2424.659424
	Iteration 18Q: 3 clusters Score -191928.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -191946.609375 Penalty: 2424.659424
	Iteration 19Q: 3 clusters Score -191946.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -191962.484375 Penalty: 2424.659424
	Iteration 20F: 3 clusters Score -191962.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -191979.890625 Penalty: 2424.659424
	Iteration 21Q: 3 clusters Score -191979.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -192010.921875 Penalty: 2424.659424
	Iteration 22Q: 3 clusters Score -192010.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -192039.515625 Penalty: 2424.659424
	Iteration 23Q: 3 clusters Score -192039.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -192055.093750 Penalty: 2424.659424
	Iteration 24Q: 3 clusters Score -192055.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -192072.109375 Penalty: 2424.659424
	Iteration 25Q: 3 clusters Score -192072.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -192101.687500 Penalty: 2424.659424
	Iteration 26Q: 3 clusters Score -192101.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -192141.625000 Penalty: 2424.659424
	Iteration 27Q: 3 clusters Score -192141.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -192192.421875 Penalty: 2424.659424
	Iteration 28Q: 3 clusters Score -192192.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -192264.343750 Penalty: 2424.659424
	Iteration 29Q: 3 clusters Score -192264.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -192323.281250 Penalty: 2424.659424
	Iteration 30Q: 3 clusters Score -192323.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192366.453125 Penalty: 2424.659424
	Iteration 31Q: 3 clusters Score -192366.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192390.656250 Penalty: 2424.659424
	Iteration 32Q: 3 clusters Score -192390.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -192408.593750 Penalty: 2424.659424
	Iteration 33Q: 3 clusters Score -192408.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -192421.750000 Penalty: 2424.659424
	Iteration 34Q: 3 clusters Score -192421.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192426.828125 Penalty: 2424.659424
	Iteration 35Q: 3 clusters Score -192426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -192429.437500 Penalty: 2424.659424
	Iteration 36Q: 3 clusters Score -192429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -192431.296875 Penalty: 2424.659424
	Iteration 37Q: 3 clusters Score -192431.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -192431.937500 Penalty: 2424.659424
	Iteration 38Q: 3 clusters Score -192431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -192431.984375 Penalty: 2424.659424
	Iteration 39Q: 3 clusters Score -192432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -192454.578125 Penalty: 2424.659424
	Iteration 40F: 3 clusters Score -192454.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192517.500000 Penalty: 2424.659424
	Iteration 41Q: 3 clusters Score -192517.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -192573.750000 Penalty: 2424.659424
	Iteration 42Q: 3 clusters Score -192573.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -192592.296875 Penalty: 2424.659424
	Iteration 43Q: 3 clusters Score -192592.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -192601.812500 Penalty: 2424.659424
	Iteration 44Q: 3 clusters Score -192601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -192608.937500 Penalty: 2424.659424
	Iteration 45Q: 3 clusters Score -192608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -192613.000000 Penalty: 2424.659424
	Iteration 46Q: 3 clusters Score -192613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192617.828125 Penalty: 2424.659424
	Iteration 47Q: 3 clusters Score -192617.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192620.531250 Penalty: 2424.659424
	Iteration 48Q: 3 clusters Score -192620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -192620.937500 Penalty: 2424.659424
	Iteration 49Q: 3 clusters Score -192620.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -192620.937500 Penalty: 2424.659424
	Iteration 50F: 3 clusters Score -192620.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 84144 members 
Mstep: Class 3 contains 84931 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49036 members 
Mstep: Class 8 contains 93556 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4497 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94760 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 48281 members 
Mstep: Class 25 contains 50341 members 
Mstep: Class 26 contains 89242 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7003 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93338 members 
Mstep: Class 35 contains 1073 members 
Entering Unmasked Estep 
Score: -102236832.000000 Penalty: 77592.265625
Splitting cluster 23 changes total score from -102237616.000000 to -102236832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (48281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Entering Unmasked Estep 
Score: -6148930.000000 Penalty: 1752.529053
	Iteration 0F: 2 clusters Score -6148930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -6117257.000000 Penalty: 3505.058105
	Iteration 0F: 3 clusters Score -6117257 nChanged 22840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -6131087.500000 Penalty: 3505.058105
	Iteration 1F: 3 clusters Score -6131088 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -6132389.500000 Penalty: 3505.058105
	Iteration 2F: 3 clusters Score -6132390 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -6133727.000000 Penalty: 3505.058105
	Iteration 3F: 3 clusters Score -6133727 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -6135513.500000 Penalty: 3505.058105
	Iteration 4F: 3 clusters Score -6135514 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -6137787.500000 Penalty: 3505.058105
	Iteration 5F: 3 clusters Score -6137788 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -6140483.500000 Penalty: 3505.058105
	Iteration 6F: 3 clusters Score -6140484 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -6142777.000000 Penalty: 3505.058105
	Iteration 7F: 3 clusters Score -6142777 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -6144068.000000 Penalty: 3505.058105
	Iteration 8F: 3 clusters Score -6144068 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -6144644.000000 Penalty: 3505.058105
	Iteration 9Q: 3 clusters Score -6144644 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -6145046.500000 Penalty: 3505.058105
	Iteration 10Q: 3 clusters Score -6145046 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -6145422.500000 Penalty: 3505.058105
	Iteration 11Q: 3 clusters Score -6145422 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -6145744.500000 Penalty: 3505.058105
	Iteration 12Q: 3 clusters Score -6145744 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -6146034.500000 Penalty: 3505.058105
	Iteration 13Q: 3 clusters Score -6146034 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -6146301.500000 Penalty: 3505.058105
	Iteration 14Q: 3 clusters Score -6146302 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -6146559.000000 Penalty: 3505.058105
	Iteration 15Q: 3 clusters Score -6146559 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -6146754.500000 Penalty: 3505.058105
	Iteration 16Q: 3 clusters Score -6146754 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -6146908.500000 Penalty: 3505.058105
	Iteration 17Q: 3 clusters Score -6146908 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -6147078.500000 Penalty: 3505.058105
	Iteration 18Q: 3 clusters Score -6147078 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -6147200.000000 Penalty: 3505.058105
	Iteration 19Q: 3 clusters Score -6147200 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -6147286.000000 Penalty: 3505.058105
	Iteration 20F: 3 clusters Score -6147286 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -6147410.500000 Penalty: 3505.058105
	Iteration 21Q: 3 clusters Score -6147410 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -6147496.500000 Penalty: 3505.058105
	Iteration 22Q: 3 clusters Score -6147496 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -6147520.000000 Penalty: 3505.058105
	Iteration 23Q: 3 clusters Score -6147520 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -6147562.500000 Penalty: 3505.058105
	Iteration 24Q: 3 clusters Score -6147562 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -6147629.000000 Penalty: 3505.058105
	Iteration 25Q: 3 clusters Score -6147629 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -6147678.500000 Penalty: 3505.058105
	Iteration 26Q: 3 clusters Score -6147678 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -6147732.500000 Penalty: 3505.058105
	Iteration 27Q: 3 clusters Score -6147732 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -6147772.000000 Penalty: 3505.058105
	Iteration 28Q: 3 clusters Score -6147772 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -6147810.500000 Penalty: 3505.058105
	Iteration 29Q: 3 clusters Score -6147810 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -6147841.000000 Penalty: 3505.058105
	Iteration 30Q: 3 clusters Score -6147841 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -6147858.000000 Penalty: 3505.058105
	Iteration 31Q: 3 clusters Score -6147858 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -6147847.000000 Penalty: 3505.058105
	Iteration 32Q: 3 clusters Score -6147847 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -6147843.000000 Penalty: 3505.058105
	Iteration 33Q: 3 clusters Score -6147843 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -6147831.000000 Penalty: 3505.058105
	Iteration 34Q: 3 clusters Score -6147831 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -6147813.500000 Penalty: 3505.058105
	Iteration 35Q: 3 clusters Score -6147814 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -6147807.000000 Penalty: 3505.058105
	Iteration 36Q: 3 clusters Score -6147807 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -6147794.000000 Penalty: 3505.058105
	Iteration 37Q: 3 clusters Score -6147794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -6147817.500000 Penalty: 3505.058105
	Iteration 38Q: 3 clusters Score -6147818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -6147804.000000 Penalty: 3505.058105
	Iteration 39Q: 3 clusters Score -6147804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -6147794.000000 Penalty: 3505.058105
	Iteration 40F: 3 clusters Score -6147794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -6147797.500000 Penalty: 3505.058105
	Iteration 41Q: 3 clusters Score -6147798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -6147795.000000 Penalty: 3505.058105
	Iteration 42Q: 3 clusters Score -6147795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -6147780.000000 Penalty: 3505.058105
	Iteration 43Q: 3 clusters Score -6147780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -6147785.000000 Penalty: 3505.058105
	Iteration 44Q: 3 clusters Score -6147785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -6147790.000000 Penalty: 3505.058105
	Iteration 45Q: 3 clusters Score -6147790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -6147788.500000 Penalty: 3505.058105
	Iteration 46Q: 3 clusters Score -6147788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -6147787.500000 Penalty: 3505.058105
	Iteration 47Q: 3 clusters Score -6147788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -6147794.000000 Penalty: 3505.058105
	Iteration 48Q: 3 clusters Score -6147794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -6147790.500000 Penalty: 3505.058105
	Iteration 49Q: 3 clusters Score -6147790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -6147798.000000 Penalty: 3505.058105
	Iteration 50Q: 3 clusters Score -6147798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -6147791.500000 Penalty: 3505.058105
	Iteration 51Q: 3 clusters Score -6147792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -6147795.000000 Penalty: 3505.058105
	Iteration 52Q: 3 clusters Score -6147795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -6147793.000000 Penalty: 3505.058105
	Iteration 53Q: 3 clusters Score -6147793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -6147793.000000 Penalty: 3505.058105
	Iteration 54Q: 3 clusters Score -6147793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -6147787.000000 Penalty: 3505.058105
	Iteration 55Q: 3 clusters Score -6147787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -6147782.500000 Penalty: 3505.058105
	Iteration 56Q: 3 clusters Score -6147782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -6147781.500000 Penalty: 3505.058105
	Iteration 57Q: 3 clusters Score -6147782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -6147782.000000 Penalty: 3505.058105
	Iteration 58Q: 3 clusters Score -6147782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -6147783.000000 Penalty: 3505.058105
	Iteration 59Q: 3 clusters Score -6147783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -6147778.500000 Penalty: 3505.058105
	Iteration 60F: 3 clusters Score -6147778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -6147780.500000 Penalty: 3505.058105
	Iteration 61Q: 3 clusters Score -6147780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -6147783.000000 Penalty: 3505.058105
	Iteration 62Q: 3 clusters Score -6147783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -6147782.500000 Penalty: 3505.058105
	Iteration 63Q: 3 clusters Score -6147782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -6147788.500000 Penalty: 3505.058105
	Iteration 64Q: 3 clusters Score -6147788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -6147794.000000 Penalty: 3505.058105
	Iteration 65Q: 3 clusters Score -6147794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -6147794.500000 Penalty: 3505.058105
	Iteration 66Q: 3 clusters Score -6147794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -6147797.500000 Penalty: 3505.058105
	Iteration 67Q: 3 clusters Score -6147798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -6147793.000000 Penalty: 3505.058105
	Iteration 68Q: 3 clusters Score -6147793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -6147798.000000 Penalty: 3505.058105
	Iteration 69Q: 3 clusters Score -6147798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -6147781.500000 Penalty: 3505.058105
	Iteration 70Q: 3 clusters Score -6147782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -6147789.500000 Penalty: 3505.058105
	Iteration 71Q: 3 clusters Score -6147790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -6147790.500000 Penalty: 3505.058105
	Iteration 72Q: 3 clusters Score -6147790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -6147789.000000 Penalty: 3505.058105
	Iteration 73Q: 3 clusters Score -6147789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -6147793.000000 Penalty: 3505.058105
	Iteration 74Q: 3 clusters Score -6147793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -6147793.000000 Penalty: 3505.058105
	Iteration 75F: 3 clusters Score -6147793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (50341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Entering Unmasked Estep 
Score: -6250222.500000 Penalty: 1759.318481
	Iteration 0F: 2 clusters Score -6250222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -6216862.500000 Penalty: 3518.636963
	Iteration 0F: 3 clusters Score -6216862 nChanged 23601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -6230142.000000 Penalty: 3518.636963
	Iteration 1F: 3 clusters Score -6230142 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -6230633.500000 Penalty: 3518.636963
	Iteration 2Q: 3 clusters Score -6230634 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -6231202.000000 Penalty: 3518.636963
	Iteration 3Q: 3 clusters Score -6231202 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -6231869.500000 Penalty: 3518.636963
	Iteration 4Q: 3 clusters Score -6231870 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -6232785.500000 Penalty: 3518.636963
	Iteration 5Q: 3 clusters Score -6232786 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -6234185.500000 Penalty: 3518.636963
	Iteration 6Q: 3 clusters Score -6234186 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -6236114.500000 Penalty: 3518.636963
	Iteration 7F: 3 clusters Score -6236114 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -6238727.500000 Penalty: 3518.636963
	Iteration 8F: 3 clusters Score -6238728 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -6240790.500000 Penalty: 3518.636963
	Iteration 9F: 3 clusters Score -6240790 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -6241854.000000 Penalty: 3518.636963
	Iteration 10Q: 3 clusters Score -6241854 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -6242266.500000 Penalty: 3518.636963
	Iteration 11Q: 3 clusters Score -6242266 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -6242583.000000 Penalty: 3518.636963
	Iteration 12Q: 3 clusters Score -6242583 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -6242898.500000 Penalty: 3518.636963
	Iteration 13Q: 3 clusters Score -6242898 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -6243284.000000 Penalty: 3518.636963
	Iteration 14Q: 3 clusters Score -6243284 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -6243636.000000 Penalty: 3518.636963
	Iteration 15Q: 3 clusters Score -6243636 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -6243978.500000 Penalty: 3518.636963
	Iteration 16Q: 3 clusters Score -6243978 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -6244246.000000 Penalty: 3518.636963
	Iteration 17Q: 3 clusters Score -6244246 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -6244469.500000 Penalty: 3518.636963
	Iteration 18Q: 3 clusters Score -6244470 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -6244600.000000 Penalty: 3518.636963
	Iteration 19Q: 3 clusters Score -6244600 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -6244771.000000 Penalty: 3518.636963
	Iteration 20F: 3 clusters Score -6244771 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -6244902.000000 Penalty: 3518.636963
	Iteration 21Q: 3 clusters Score -6244902 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -6244966.500000 Penalty: 3518.636963
	Iteration 22Q: 3 clusters Score -6244966 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -6245018.000000 Penalty: 3518.636963
	Iteration 23Q: 3 clusters Score -6245018 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -6245046.000000 Penalty: 3518.636963
	Iteration 24Q: 3 clusters Score -6245046 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -6245072.500000 Penalty: 3518.636963
	Iteration 25Q: 3 clusters Score -6245072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -6245085.000000 Penalty: 3518.636963
	Iteration 26Q: 3 clusters Score -6245085 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -6245096.500000 Penalty: 3518.636963
	Iteration 27Q: 3 clusters Score -6245096 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -6245097.500000 Penalty: 3518.636963
	Iteration 28Q: 3 clusters Score -6245098 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -6245103.000000 Penalty: 3518.636963
	Iteration 29Q: 3 clusters Score -6245103 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -6245112.000000 Penalty: 3518.636963
	Iteration 30Q: 3 clusters Score -6245112 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -6245120.000000 Penalty: 3518.636963
	Iteration 31Q: 3 clusters Score -6245120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -6245135.500000 Penalty: 3518.636963
	Iteration 32Q: 3 clusters Score -6245136 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -6245148.500000 Penalty: 3518.636963
	Iteration 33Q: 3 clusters Score -6245148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -6245157.500000 Penalty: 3518.636963
	Iteration 34Q: 3 clusters Score -6245158 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -6245164.000000 Penalty: 3518.636963
	Iteration 35Q: 3 clusters Score -6245164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -6245163.000000 Penalty: 3518.636963
	Iteration 36Q: 3 clusters Score -6245163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -6245168.500000 Penalty: 3518.636963
	Iteration 37Q: 3 clusters Score -6245168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -6245163.500000 Penalty: 3518.636963
	Iteration 38Q: 3 clusters Score -6245164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -6245170.500000 Penalty: 3518.636963
	Iteration 39Q: 3 clusters Score -6245170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -6245165.500000 Penalty: 3518.636963
	Iteration 40F: 3 clusters Score -6245166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -6245170.000000 Penalty: 3518.636963
	Iteration 41Q: 3 clusters Score -6245170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -6245164.500000 Penalty: 3518.636963
	Iteration 42Q: 3 clusters Score -6245164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -6245167.000000 Penalty: 3518.636963
	Iteration 43Q: 3 clusters Score -6245167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -6245168.000000 Penalty: 3518.636963
	Iteration 44Q: 3 clusters Score -6245168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -6245166.500000 Penalty: 3518.636963
	Iteration 45Q: 3 clusters Score -6245166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -6245172.000000 Penalty: 3518.636963
	Iteration 46Q: 3 clusters Score -6245172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -6245163.500000 Penalty: 3518.636963
	Iteration 47Q: 3 clusters Score -6245164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6245167.500000 Penalty: 3518.636963
	Iteration 48Q: 3 clusters Score -6245168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -6245167.500000 Penalty: 3518.636963
	Iteration 49Q: 3 clusters Score -6245168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -6245173.000000 Penalty: 3518.636963
	Iteration 50Q: 3 clusters Score -6245173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -6245169.000000 Penalty: 3518.636963
	Iteration 51Q: 3 clusters Score -6245169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -6245165.500000 Penalty: 3518.636963
	Iteration 52Q: 3 clusters Score -6245166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -6245171.500000 Penalty: 3518.636963
	Iteration 53Q: 3 clusters Score -6245172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -6245164.000000 Penalty: 3518.636963
	Iteration 54Q: 3 clusters Score -6245164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6245171.000000 Penalty: 3518.636963
	Iteration 55Q: 3 clusters Score -6245171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -6245174.500000 Penalty: 3518.636963
	Iteration 56Q: 3 clusters Score -6245174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -6245174.000000 Penalty: 3518.636963
	Iteration 57Q: 3 clusters Score -6245174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -6245169.000000 Penalty: 3518.636963
	Iteration 58Q: 3 clusters Score -6245169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -6245170.500000 Penalty: 3518.636963
	Iteration 59Q: 3 clusters Score -6245170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6245174.500000 Penalty: 3518.636963
	Iteration 60F: 3 clusters Score -6245174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6245173.500000 Penalty: 3518.636963
	Iteration 61Q: 3 clusters Score -6245174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6245173.500000 Penalty: 3518.636963
	Iteration 62F: 3 clusters Score -6245174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (89242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Entering Unmasked Estep 
Score: -11230594.000000 Penalty: 1852.354858
	Iteration 0F: 2 clusters Score -1.123059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -11174172.000000 Penalty: 3704.709717
	Iteration 0F: 3 clusters Score -1.117417e+07 nChanged 42689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -11199194.000000 Penalty: 3704.709717
	Iteration 1F: 3 clusters Score -1.119919e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -11200056.000000 Penalty: 3704.709717
	Iteration 2Q: 3 clusters Score -1.120006e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -11201353.000000 Penalty: 3704.709717
	Iteration 3Q: 3 clusters Score -1.120135e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -11203557.000000 Penalty: 3704.709717
	Iteration 4F: 3 clusters Score -1.120356e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -11207323.000000 Penalty: 3704.709717
	Iteration 5F: 3 clusters Score -1.120732e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -11212574.000000 Penalty: 3704.709717
	Iteration 6F: 3 clusters Score -1.121257e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -11218105.000000 Penalty: 3704.709717
	Iteration 7F: 3 clusters Score -1.12181e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -11222506.000000 Penalty: 3704.709717
	Iteration 8F: 3 clusters Score -1.122251e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -11225271.000000 Penalty: 3704.709717
	Iteration 9Q: 3 clusters Score -1.122527e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -11226764.000000 Penalty: 3704.709717
	Iteration 10Q: 3 clusters Score -1.122676e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -11227789.000000 Penalty: 3704.709717
	Iteration 11Q: 3 clusters Score -1.122779e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -11228497.000000 Penalty: 3704.709717
	Iteration 12Q: 3 clusters Score -1.12285e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -11228842.000000 Penalty: 3704.709717
	Iteration 13Q: 3 clusters Score -1.122884e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 87062 members 
Entering Unmasked Estep 
Score: -11229062.000000 Penalty: 3704.709717
	Iteration 14Q: 3 clusters Score -1.122906e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -11229188.000000 Penalty: 3704.709717
	Iteration 15Q: 3 clusters Score -1.122919e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -11229166.000000 Penalty: 3704.709717
	Iteration 16Q: 3 clusters Score -1.122917e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -11229178.000000 Penalty: 3704.709717
	Iteration 17Q: 3 clusters Score -1.122918e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -11229168.000000 Penalty: 3704.709717
	Iteration 18Q: 3 clusters Score -1.122917e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -11229143.000000 Penalty: 3704.709717
	Iteration 19Q: 3 clusters Score -1.122914e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -11229161.000000 Penalty: 3704.709717
	Iteration 20F: 3 clusters Score -1.122916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 88986 members 
Entering Unmasked Estep 
Score: -11229145.000000 Penalty: 3704.709717
	Iteration 21Q: 3 clusters Score -1.122914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -11229131.000000 Penalty: 3704.709717
	Iteration 22Q: 3 clusters Score -1.122913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -11229134.000000 Penalty: 3704.709717
	Iteration 23Q: 3 clusters Score -1.122913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -11229138.000000 Penalty: 3704.709717
	Iteration 24Q: 3 clusters Score -1.122914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89020 members 
Entering Unmasked Estep 
Score: -11229135.000000 Penalty: 3704.709717
	Iteration 25Q: 3 clusters Score -1.122914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -11229129.000000 Penalty: 3704.709717
	Iteration 26Q: 3 clusters Score -1.122913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -11229139.000000 Penalty: 3704.709717
	Iteration 27Q: 3 clusters Score -1.122914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -11229132.000000 Penalty: 3704.709717
	Iteration 28Q: 3 clusters Score -1.122913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -11229132.000000 Penalty: 3704.709717
	Iteration 29F: 3 clusters Score -1.122913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -46815.085938 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -46815.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45807.871094 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -45807.87 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46096.476562 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -46096.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46259.664062 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -46259.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46343.023438 Penalty: 2019.096924
	Iteration 3F: 3 clusters Score -46343.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46398.582031 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -46398.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46445.917969 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -46445.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46461.769531 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -46461.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46477.757812 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -46477.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46487.957031 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -46487.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46508.234375 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -46508.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46532.296875 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -46532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46548.773438 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -46548.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46577.964844 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -46577.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46587.136719 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -46587.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46609.187500 Penalty: 2019.096924
	Iteration 14Q: 3 clusters Score -46609.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46639.648438 Penalty: 2019.096924
	Iteration 15Q: 3 clusters Score -46639.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46663.789062 Penalty: 2019.096924
	Iteration 16Q: 3 clusters Score -46663.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46669.316406 Penalty: 2019.096924
	Iteration 17Q: 3 clusters Score -46669.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46677.394531 Penalty: 2019.096924
	Iteration 18Q: 3 clusters Score -46677.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46678.707031 Penalty: 2019.096924
	Iteration 19Q: 3 clusters Score -46678.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46684.140625 Penalty: 2019.096924
	Iteration 20F: 3 clusters Score -46684.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46701.015625 Penalty: 2019.096924
	Iteration 21Q: 3 clusters Score -46701.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46707.304688 Penalty: 2019.096924
	Iteration 22Q: 3 clusters Score -46707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46709.140625 Penalty: 2019.096924
	Iteration 23Q: 3 clusters Score -46709.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46712.902344 Penalty: 2019.096924
	Iteration 24Q: 3 clusters Score -46712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46712.902344 Penalty: 2019.096924
	Iteration 25F: 3 clusters Score -46712.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -8468.896484 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -8468.896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7911.938965 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -7911.939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8069.229980 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -8069.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8142.674805 Penalty: 1645.343384
	Iteration 2F: 3 clusters Score -8142.675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8202.921875 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -8202.922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8249.138672 Penalty: 1645.343384
	Iteration 4Q: 3 clusters Score -8249.139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8263.047852 Penalty: 1645.343384
	Iteration 5Q: 3 clusters Score -8263.048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8270.788086 Penalty: 1645.343384
	Iteration 6Q: 3 clusters Score -8270.788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8272.282227 Penalty: 1645.343384
	Iteration 7Q: 3 clusters Score -8272.282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8286.160156 Penalty: 1645.343384
	Iteration 8F: 3 clusters Score -8286.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8345.880859 Penalty: 1645.343384
	Iteration 9Q: 3 clusters Score -8345.881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8346.171875 Penalty: 1645.343384
	Iteration 10Q: 3 clusters Score -8346.172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8346.171875 Penalty: 1645.343384
	Iteration 11F: 3 clusters Score -8346.172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Entering Unmasked Estep 
Score: -907260.625000 Penalty: 1449.845337
	Iteration 0F: 2 clusters Score -907260.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -901647.875000 Penalty: 2899.690674
	Iteration 0F: 3 clusters Score -901647.9 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -903466.062500 Penalty: 2899.690674
	Iteration 1F: 3 clusters Score -903466.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -903738.875000 Penalty: 2899.690674
	Iteration 2F: 3 clusters Score -903738.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -903952.375000 Penalty: 2899.690674
	Iteration 3F: 3 clusters Score -903952.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -904133.187500 Penalty: 2899.690674
	Iteration 4Q: 3 clusters Score -904133.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -904367.562500 Penalty: 2899.690674
	Iteration 5Q: 3 clusters Score -904367.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -904588.187500 Penalty: 2899.690674
	Iteration 6Q: 3 clusters Score -904588.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -904799.125000 Penalty: 2899.690674
	Iteration 7Q: 3 clusters Score -904799.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -905003.812500 Penalty: 2899.690674
	Iteration 8Q: 3 clusters Score -905003.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -905216.812500 Penalty: 2899.690674
	Iteration 9Q: 3 clusters Score -905216.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -905442.000000 Penalty: 2899.690674
	Iteration 10Q: 3 clusters Score -905442 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -905646.500000 Penalty: 2899.690674
	Iteration 11Q: 3 clusters Score -905646.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -905788.875000 Penalty: 2899.690674
	Iteration 12Q: 3 clusters Score -905788.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -905893.875000 Penalty: 2899.690674
	Iteration 13Q: 3 clusters Score -905893.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -905974.062500 Penalty: 2899.690674
	Iteration 14Q: 3 clusters Score -905974.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -906029.312500 Penalty: 2899.690674
	Iteration 15Q: 3 clusters Score -906029.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -906081.625000 Penalty: 2899.690674
	Iteration 16Q: 3 clusters Score -906081.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -906129.437500 Penalty: 2899.690674
	Iteration 17Q: 3 clusters Score -906129.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -906154.937500 Penalty: 2899.690674
	Iteration 18Q: 3 clusters Score -906154.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -906177.125000 Penalty: 2899.690674
	Iteration 19Q: 3 clusters Score -906177.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -906195.125000 Penalty: 2899.690674
	Iteration 20F: 3 clusters Score -906195.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -906214.750000 Penalty: 2899.690674
	Iteration 21Q: 3 clusters Score -906214.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -906230.562500 Penalty: 2899.690674
	Iteration 22Q: 3 clusters Score -906230.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -906243.250000 Penalty: 2899.690674
	Iteration 23Q: 3 clusters Score -906243.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -906252.875000 Penalty: 2899.690674
	Iteration 24Q: 3 clusters Score -906252.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -906261.375000 Penalty: 2899.690674
	Iteration 25Q: 3 clusters Score -906261.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -906265.437500 Penalty: 2899.690674
	Iteration 26Q: 3 clusters Score -906265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -906267.875000 Penalty: 2899.690674
	Iteration 27Q: 3 clusters Score -906267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -906268.125000 Penalty: 2899.690674
	Iteration 28Q: 3 clusters Score -906268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -906270.000000 Penalty: 2899.690674
	Iteration 29Q: 3 clusters Score -906270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -906272.625000 Penalty: 2899.690674
	Iteration 30Q: 3 clusters Score -906272.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -906275.937500 Penalty: 2899.690674
	Iteration 31Q: 3 clusters Score -906275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -906276.562500 Penalty: 2899.690674
	Iteration 32Q: 3 clusters Score -906276.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -906279.500000 Penalty: 2899.690674
	Iteration 33Q: 3 clusters Score -906279.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -906280.250000 Penalty: 2899.690674
	Iteration 34Q: 3 clusters Score -906280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -906280.250000 Penalty: 2899.690674
	Iteration 35F: 3 clusters Score -906280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -227716.125000 Penalty: 1236.280151
	Iteration 0F: 2 clusters Score -227716.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -225631.171875 Penalty: 2472.560303
	Iteration 0F: 3 clusters Score -225631.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -226113.281250 Penalty: 2472.560303
	Iteration 1F: 3 clusters Score -226113.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -226312.625000 Penalty: 2472.560303
	Iteration 2F: 3 clusters Score -226312.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -226442.468750 Penalty: 2472.560303
	Iteration 3F: 3 clusters Score -226442.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -226576.828125 Penalty: 2472.560303
	Iteration 4F: 3 clusters Score -226576.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -226724.968750 Penalty: 2472.560303
	Iteration 5Q: 3 clusters Score -226725 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -226841.250000 Penalty: 2472.560303
	Iteration 6Q: 3 clusters Score -226841.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -227007.843750 Penalty: 2472.560303
	Iteration 7F: 3 clusters Score -227007.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -227197.031250 Penalty: 2472.560303
	Iteration 8F: 3 clusters Score -227197 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -227379.500000 Penalty: 2472.560303
	Iteration 9F: 3 clusters Score -227379.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -227502.000000 Penalty: 2472.560303
	Iteration 10Q: 3 clusters Score -227502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -227584.218750 Penalty: 2472.560303
	Iteration 11Q: 3 clusters Score -227584.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -227624.703125 Penalty: 2472.560303
	Iteration 12Q: 3 clusters Score -227624.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -227640.109375 Penalty: 2472.560303
	Iteration 13Q: 3 clusters Score -227640.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -227647.781250 Penalty: 2472.560303
	Iteration 14Q: 3 clusters Score -227647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -227652.359375 Penalty: 2472.560303
	Iteration 15Q: 3 clusters Score -227652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -227653.828125 Penalty: 2472.560303
	Iteration 16Q: 3 clusters Score -227653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -227655.812500 Penalty: 2472.560303
	Iteration 17Q: 3 clusters Score -227655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -227656.593750 Penalty: 2472.560303
	Iteration 18Q: 3 clusters Score -227656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -227657.140625 Penalty: 2472.560303
	Iteration 19Q: 3 clusters Score -227657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -227658.406250 Penalty: 2472.560303
	Iteration 20F: 3 clusters Score -227658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -227659.687500 Penalty: 2472.560303
	Iteration 21Q: 3 clusters Score -227659.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -227659.718750 Penalty: 2472.560303
	Iteration 22Q: 3 clusters Score -227659.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -227659.718750 Penalty: 2472.560303
	Iteration 23F: 3 clusters Score -227659.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Entering Unmasked Estep 
Score: -838298.000000 Penalty: 1438.790161
	Iteration 0F: 2 clusters Score -838298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -833045.562500 Penalty: 2877.580322
	Iteration 0F: 3 clusters Score -833045.6 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -834620.812500 Penalty: 2877.580322
	Iteration 1F: 3 clusters Score -834620.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -834841.000000 Penalty: 2877.580322
	Iteration 2F: 3 clusters Score -834841 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -834995.062500 Penalty: 2877.580322
	Iteration 3F: 3 clusters Score -834995.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -835119.812500 Penalty: 2877.580322
	Iteration 4Q: 3 clusters Score -835119.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -835229.937500 Penalty: 2877.580322
	Iteration 5Q: 3 clusters Score -835229.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -835350.000000 Penalty: 2877.580322
	Iteration 6Q: 3 clusters Score -835350 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -835510.062500 Penalty: 2877.580322
	Iteration 7Q: 3 clusters Score -835510.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -835715.250000 Penalty: 2877.580322
	Iteration 8Q: 3 clusters Score -835715.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -835982.125000 Penalty: 2877.580322
	Iteration 9Q: 3 clusters Score -835982.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -836269.937500 Penalty: 2877.580322
	Iteration 10F: 3 clusters Score -836269.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -836542.625000 Penalty: 2877.580322
	Iteration 11Q: 3 clusters Score -836542.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -836778.062500 Penalty: 2877.580322
	Iteration 12Q: 3 clusters Score -836778.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -836989.000000 Penalty: 2877.580322
	Iteration 13Q: 3 clusters Score -836989 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -837135.000000 Penalty: 2877.580322
	Iteration 14Q: 3 clusters Score -837135 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -837221.250000 Penalty: 2877.580322
	Iteration 15Q: 3 clusters Score -837221.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -837280.625000 Penalty: 2877.580322
	Iteration 16Q: 3 clusters Score -837280.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -837329.562500 Penalty: 2877.580322
	Iteration 17Q: 3 clusters Score -837329.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -837357.250000 Penalty: 2877.580322
	Iteration 18Q: 3 clusters Score -837357.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -837374.875000 Penalty: 2877.580322
	Iteration 19Q: 3 clusters Score -837374.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -837385.500000 Penalty: 2877.580322
	Iteration 20F: 3 clusters Score -837385.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -837394.875000 Penalty: 2877.580322
	Iteration 21Q: 3 clusters Score -837394.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -837400.625000 Penalty: 2877.580322
	Iteration 22Q: 3 clusters Score -837400.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -837408.375000 Penalty: 2877.580322
	Iteration 23Q: 3 clusters Score -837408.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -837410.500000 Penalty: 2877.580322
	Iteration 24Q: 3 clusters Score -837410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -837414.750000 Penalty: 2877.580322
	Iteration 25Q: 3 clusters Score -837414.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -837414.562500 Penalty: 2877.580322
	Iteration 26Q: 3 clusters Score -837414.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -837415.750000 Penalty: 2877.580322
	Iteration 27Q: 3 clusters Score -837415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -837416.375000 Penalty: 2877.580322
	Iteration 28Q: 3 clusters Score -837416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -837418.875000 Penalty: 2877.580322
	Iteration 29Q: 3 clusters Score -837418.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -837421.500000 Penalty: 2877.580322
	Iteration 30Q: 3 clusters Score -837421.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -837421.250000 Penalty: 2877.580322
	Iteration 31Q: 3 clusters Score -837421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -837421.937500 Penalty: 2877.580322
	Iteration 32Q: 3 clusters Score -837421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -837421.937500 Penalty: 2877.580322
	Iteration 33F: 3 clusters Score -837421.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -18562.521484 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -18562.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17879.929688 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -17879.93 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18110.011719 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -18110.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18217.134766 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -18217.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18270.695312 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -18270.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18287.458984 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -18287.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18287.458984 Penalty: 1827.805786
	Iteration 5F: 3 clusters Score -18287.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -165617.359375 Penalty: 1187.746948
	Iteration 0F: 2 clusters Score -165617.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -163919.515625 Penalty: 2375.493896
	Iteration 0F: 3 clusters Score -163919.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -164254.765625 Penalty: 2375.493896
	Iteration 1F: 3 clusters Score -164254.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -164365.968750 Penalty: 2375.493896
	Iteration 2F: 3 clusters Score -164366 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -164456.359375 Penalty: 2375.493896
	Iteration 3F: 3 clusters Score -164456.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -164514.328125 Penalty: 2375.493896
	Iteration 4Q: 3 clusters Score -164514.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164582.703125 Penalty: 2375.493896
	Iteration 5Q: 3 clusters Score -164582.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -164648.390625 Penalty: 2375.493896
	Iteration 6Q: 3 clusters Score -164648.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -164692.375000 Penalty: 2375.493896
	Iteration 7Q: 3 clusters Score -164692.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -164753.953125 Penalty: 2375.493896
	Iteration 8Q: 3 clusters Score -164754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -164822.078125 Penalty: 2375.493896
	Iteration 9Q: 3 clusters Score -164822.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -164917.296875 Penalty: 2375.493896
	Iteration 10Q: 3 clusters Score -164917.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -164989.453125 Penalty: 2375.493896
	Iteration 11Q: 3 clusters Score -164989.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -165045.953125 Penalty: 2375.493896
	Iteration 12Q: 3 clusters Score -165046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -165091.468750 Penalty: 2375.493896
	Iteration 13Q: 3 clusters Score -165091.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -165117.718750 Penalty: 2375.493896
	Iteration 14Q: 3 clusters Score -165117.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -165139.968750 Penalty: 2375.493896
	Iteration 15Q: 3 clusters Score -165140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -165152.718750 Penalty: 2375.493896
	Iteration 16Q: 3 clusters Score -165152.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -165161.125000 Penalty: 2375.493896
	Iteration 17Q: 3 clusters Score -165161.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -165168.937500 Penalty: 2375.493896
	Iteration 18Q: 3 clusters Score -165168.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -165180.890625 Penalty: 2375.493896
	Iteration 19Q: 3 clusters Score -165180.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -165215.312500 Penalty: 2375.493896
	Iteration 20F: 3 clusters Score -165215.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -165264.078125 Penalty: 2375.493896
	Iteration 21Q: 3 clusters Score -165264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -165270.281250 Penalty: 2375.493896
	Iteration 22Q: 3 clusters Score -165270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -165272.906250 Penalty: 2375.493896
	Iteration 23Q: 3 clusters Score -165272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -165273.656250 Penalty: 2375.493896
	Iteration 24Q: 3 clusters Score -165273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -165274.484375 Penalty: 2375.493896
	Iteration 25Q: 3 clusters Score -165274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -165274.484375 Penalty: 2375.493896
	Iteration 26F: 3 clusters Score -165274.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (93338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Entering Unmasked Estep 
Score: -11611540.000000 Penalty: 1859.647217
	Iteration 0F: 2 clusters Score -1.161154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -11552170.000000 Penalty: 3719.294434
	Iteration 0F: 3 clusters Score -1.155217e+07 nChanged 44519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -11578005.000000 Penalty: 3719.294434
	Iteration 1F: 3 clusters Score -1.1578e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -11578654.000000 Penalty: 3719.294434
	Iteration 2Q: 3 clusters Score -1.157865e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -11579387.000000 Penalty: 3719.294434
	Iteration 3Q: 3 clusters Score -1.157939e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -11580309.000000 Penalty: 3719.294434
	Iteration 4Q: 3 clusters Score -1.158031e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -11581388.000000 Penalty: 3719.294434
	Iteration 5Q: 3 clusters Score -1.158139e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -11582779.000000 Penalty: 3719.294434
	Iteration 6Q: 3 clusters Score -1.158278e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -11584740.000000 Penalty: 3719.294434
	Iteration 7Q: 3 clusters Score -1.158474e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -11587761.000000 Penalty: 3719.294434
	Iteration 8F: 3 clusters Score -1.158776e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -11591550.000000 Penalty: 3719.294434
	Iteration 9F: 3 clusters Score -1.159155e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -11595452.000000 Penalty: 3719.294434
	Iteration 10F: 3 clusters Score -1.159545e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -11598158.000000 Penalty: 3719.294434
	Iteration 11F: 3 clusters Score -1.159816e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -11599555.000000 Penalty: 3719.294434
	Iteration 12Q: 3 clusters Score -1.159956e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -11600511.000000 Penalty: 3719.294434
	Iteration 13Q: 3 clusters Score -1.160051e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -11601329.000000 Penalty: 3719.294434
	Iteration 14Q: 3 clusters Score -1.160133e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -11602067.000000 Penalty: 3719.294434
	Iteration 15Q: 3 clusters Score -1.160207e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -11602843.000000 Penalty: 3719.294434
	Iteration 16Q: 3 clusters Score -1.160284e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -11603574.000000 Penalty: 3719.294434
	Iteration 17Q: 3 clusters Score -1.160357e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67443 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -11604146.000000 Penalty: 3719.294434
	Iteration 18Q: 3 clusters Score -1.160415e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -11604616.000000 Penalty: 3719.294434
	Iteration 19Q: 3 clusters Score -1.160462e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -11605085.000000 Penalty: 3719.294434
	Iteration 20F: 3 clusters Score -1.160508e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -11605440.000000 Penalty: 3719.294434
	Iteration 21Q: 3 clusters Score -1.160544e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -11605838.000000 Penalty: 3719.294434
	Iteration 22Q: 3 clusters Score -1.160584e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -11606132.000000 Penalty: 3719.294434
	Iteration 23Q: 3 clusters Score -1.160613e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -11606357.000000 Penalty: 3719.294434
	Iteration 24Q: 3 clusters Score -1.160636e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -11606578.000000 Penalty: 3719.294434
	Iteration 25Q: 3 clusters Score -1.160658e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -11606811.000000 Penalty: 3719.294434
	Iteration 26Q: 3 clusters Score -1.160681e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -11607054.000000 Penalty: 3719.294434
	Iteration 27Q: 3 clusters Score -1.160705e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -11607269.000000 Penalty: 3719.294434
	Iteration 28Q: 3 clusters Score -1.160727e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -11607562.000000 Penalty: 3719.294434
	Iteration 29Q: 3 clusters Score -1.160756e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -11607796.000000 Penalty: 3719.294434
	Iteration 30Q: 3 clusters Score -1.16078e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -11607973.000000 Penalty: 3719.294434
	Iteration 31Q: 3 clusters Score -1.160797e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -11608113.000000 Penalty: 3719.294434
	Iteration 32Q: 3 clusters Score -1.160811e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -11608279.000000 Penalty: 3719.294434
	Iteration 33Q: 3 clusters Score -1.160828e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -11608412.000000 Penalty: 3719.294434
	Iteration 34Q: 3 clusters Score -1.160841e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -11608549.000000 Penalty: 3719.294434
	Iteration 35Q: 3 clusters Score -1.160855e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -11608698.000000 Penalty: 3719.294434
	Iteration 36Q: 3 clusters Score -1.16087e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -11608743.000000 Penalty: 3719.294434
	Iteration 37Q: 3 clusters Score -1.160874e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -11608931.000000 Penalty: 3719.294434
	Iteration 38Q: 3 clusters Score -1.160893e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85844 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -11609046.000000 Penalty: 3719.294434
	Iteration 39Q: 3 clusters Score -1.160905e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -11609167.000000 Penalty: 3719.294434
	Iteration 40F: 3 clusters Score -1.160917e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -11609289.000000 Penalty: 3719.294434
	Iteration 41Q: 3 clusters Score -1.160929e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -11609410.000000 Penalty: 3719.294434
	Iteration 42Q: 3 clusters Score -1.160941e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -11609564.000000 Penalty: 3719.294434
	Iteration 43Q: 3 clusters Score -1.160956e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -11609612.000000 Penalty: 3719.294434
	Iteration 44Q: 3 clusters Score -1.160961e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -11609695.000000 Penalty: 3719.294434
	Iteration 45Q: 3 clusters Score -1.16097e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -11609763.000000 Penalty: 3719.294434
	Iteration 46Q: 3 clusters Score -1.160976e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90017 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -11609877.000000 Penalty: 3719.294434
	Iteration 47Q: 3 clusters Score -1.160988e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90349 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -11609928.000000 Penalty: 3719.294434
	Iteration 48Q: 3 clusters Score -1.160993e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -11609967.000000 Penalty: 3719.294434
	Iteration 49Q: 3 clusters Score -1.160997e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -11610003.000000 Penalty: 3719.294434
	Iteration 50Q: 3 clusters Score -1.161e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -11609993.000000 Penalty: 3719.294434
	Iteration 51Q: 3 clusters Score -1.160999e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -11610045.000000 Penalty: 3719.294434
	Iteration 52Q: 3 clusters Score -1.161004e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -11610066.000000 Penalty: 3719.294434
	Iteration 53Q: 3 clusters Score -1.161007e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11610068.000000 Penalty: 3719.294434
	Iteration 54Q: 3 clusters Score -1.161007e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11610129.000000 Penalty: 3719.294434
	Iteration 55Q: 3 clusters Score -1.161013e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11610151.000000 Penalty: 3719.294434
	Iteration 56Q: 3 clusters Score -1.161015e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -11610153.000000 Penalty: 3719.294434
	Iteration 57Q: 3 clusters Score -1.161015e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -11610179.000000 Penalty: 3719.294434
	Iteration 58Q: 3 clusters Score -1.161018e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -11610183.000000 Penalty: 3719.294434
	Iteration 59Q: 3 clusters Score -1.161018e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11610184.000000 Penalty: 3719.294434
	Iteration 60F: 3 clusters Score -1.161018e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -11610177.000000 Penalty: 3719.294434
	Iteration 61Q: 3 clusters Score -1.161018e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11610185.000000 Penalty: 3719.294434
	Iteration 62Q: 3 clusters Score -1.161018e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91927 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11610224.000000 Penalty: 3719.294434
	Iteration 63Q: 3 clusters Score -1.161022e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -11610213.000000 Penalty: 3719.294434
	Iteration 64Q: 3 clusters Score -1.161021e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11610219.000000 Penalty: 3719.294434
	Iteration 65Q: 3 clusters Score -1.161022e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -11610236.000000 Penalty: 3719.294434
	Iteration 66Q: 3 clusters Score -1.161024e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11610236.000000 Penalty: 3719.294434
	Iteration 67Q: 3 clusters Score -1.161024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92050 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -11610237.000000 Penalty: 3719.294434
	Iteration 68Q: 3 clusters Score -1.161024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92069 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11610246.000000 Penalty: 3719.294434
	Iteration 69Q: 3 clusters Score -1.161025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11610252.000000 Penalty: 3719.294434
	Iteration 70Q: 3 clusters Score -1.161025e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11610253.000000 Penalty: 3719.294434
	Iteration 71Q: 3 clusters Score -1.161025e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -11610252.000000 Penalty: 3719.294434
	Iteration 72Q: 3 clusters Score -1.161025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -11610263.000000 Penalty: 3719.294434
	Iteration 73Q: 3 clusters Score -1.161026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92166 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11610280.000000 Penalty: 3719.294434
	Iteration 74Q: 3 clusters Score -1.161028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11610285.000000 Penalty: 3719.294434
	Iteration 75Q: 3 clusters Score -1.161028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92189 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11610279.000000 Penalty: 3719.294434
	Iteration 76Q: 3 clusters Score -1.161028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11610292.000000 Penalty: 3719.294434
	Iteration 77Q: 3 clusters Score -1.161029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11610288.000000 Penalty: 3719.294434
	Iteration 78Q: 3 clusters Score -1.161029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92199 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11610296.000000 Penalty: 3719.294434
	Iteration 79Q: 3 clusters Score -1.16103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -11610288.000000 Penalty: 3719.294434
	Iteration 80F: 3 clusters Score -1.161029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -11610295.000000 Penalty: 3719.294434
	Iteration 81Q: 3 clusters Score -1.16103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11610301.000000 Penalty: 3719.294434
	Iteration 82Q: 3 clusters Score -1.16103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11610293.000000 Penalty: 3719.294434
	Iteration 83Q: 3 clusters Score -1.161029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11610291.000000 Penalty: 3719.294434
	Iteration 84Q: 3 clusters Score -1.161029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11610303.000000 Penalty: 3719.294434
	Iteration 85Q: 3 clusters Score -1.16103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92241 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11610306.000000 Penalty: 3719.294434
	Iteration 86Q: 3 clusters Score -1.161031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11610312.000000 Penalty: 3719.294434
	Iteration 87Q: 3 clusters Score -1.161031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11610307.000000 Penalty: 3719.294434
	Iteration 88Q: 3 clusters Score -1.161031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11610311.000000 Penalty: 3719.294434
	Iteration 89Q: 3 clusters Score -1.161031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11610302.000000 Penalty: 3719.294434
	Iteration 90Q: 3 clusters Score -1.16103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11610302.000000 Penalty: 3719.294434
	Iteration 91F: 3 clusters Score -1.16103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 84144 members 
Mstep: Class 3 contains 84931 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49036 members 
Mstep: Class 8 contains 93556 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4497 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94760 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48281 members 
Mstep: Class 25 contains 50341 members 
Mstep: Class 26 contains 89242 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7003 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237704.000000 Penalty: 75375.343750
Iteration 479Q: 35 clusters Score -1.022377e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 84135 members 
Mstep: Class 3 contains 84943 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49034 members 
Mstep: Class 8 contains 93552 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13199 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4494 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94762 members 
Mstep: Class 21 contains 6319 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48280 members 
Mstep: Class 25 contains 50337 members 
Mstep: Class 26 contains 89262 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237680.000000 Penalty: 75375.343750
Iteration 480F: 35 clusters Score -1.022377e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 84119 members 
Mstep: Class 3 contains 84951 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49032 members 
Mstep: Class 8 contains 93548 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94774 members 
Mstep: Class 21 contains 6319 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48281 members 
Mstep: Class 25 contains 50331 members 
Mstep: Class 26 contains 89287 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237800.000000 Penalty: 75375.343750
Iteration 481Q: 35 clusters Score -1.022378e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 84122 members 
Mstep: Class 3 contains 84944 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49033 members 
Mstep: Class 8 contains 93545 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13202 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4474 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94782 members 
Mstep: Class 21 contains 6319 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48279 members 
Mstep: Class 25 contains 50337 members 
Mstep: Class 26 contains 89306 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237800.000000 Penalty: 75375.343750
Iteration 482Q: 35 clusters Score -1.022378e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 84129 members 
Mstep: Class 3 contains 84952 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49032 members 
Mstep: Class 8 contains 93542 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13202 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4462 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94783 members 
Mstep: Class 21 contains 6318 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48278 members 
Mstep: Class 25 contains 50343 members 
Mstep: Class 26 contains 89327 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237688.000000 Penalty: 75375.343750
Iteration 483Q: 35 clusters Score -1.022377e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 84138 members 
Mstep: Class 3 contains 84956 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49031 members 
Mstep: Class 8 contains 93536 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13204 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94777 members 
Mstep: Class 21 contains 6318 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48280 members 
Mstep: Class 25 contains 50345 members 
Mstep: Class 26 contains 89338 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237728.000000 Penalty: 75375.343750
Iteration 484Q: 35 clusters Score -1.022377e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 84132 members 
Mstep: Class 3 contains 84966 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49029 members 
Mstep: Class 8 contains 93536 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13204 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4429 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94778 members 
Mstep: Class 21 contains 6318 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48279 members 
Mstep: Class 25 contains 50345 members 
Mstep: Class 26 contains 89353 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237736.000000 Penalty: 75375.343750
Iteration 485Q: 35 clusters Score -1.022377e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 84145 members 
Mstep: Class 3 contains 84975 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49028 members 
Mstep: Class 8 contains 93537 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94773 members 
Mstep: Class 21 contains 6317 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48279 members 
Mstep: Class 25 contains 50351 members 
Mstep: Class 26 contains 89359 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237640.000000 Penalty: 75375.343750
Iteration 486Q: 35 clusters Score -1.022376e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 84154 members 
Mstep: Class 3 contains 84985 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49026 members 
Mstep: Class 8 contains 93538 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13198 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94770 members 
Mstep: Class 21 contains 6317 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48279 members 
Mstep: Class 25 contains 50349 members 
Mstep: Class 26 contains 89367 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237608.000000 Penalty: 75375.343750
Iteration 487Q: 35 clusters Score -1.022376e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 84158 members 
Mstep: Class 3 contains 84997 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49023 members 
Mstep: Class 8 contains 93540 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13196 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4396 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94776 members 
Mstep: Class 21 contains 6313 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48278 members 
Mstep: Class 25 contains 50335 members 
Mstep: Class 26 contains 89371 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237560.000000 Penalty: 75375.343750
Iteration 488Q: 35 clusters Score -1.022376e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 84162 members 
Mstep: Class 3 contains 85007 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49021 members 
Mstep: Class 8 contains 93541 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13195 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94781 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48277 members 
Mstep: Class 25 contains 50328 members 
Mstep: Class 26 contains 89379 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2014 members 
Mstep: Class 31 contains 7002 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237632.000000 Penalty: 75375.343750
Iteration 489Q: 35 clusters Score -1.022376e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 84155 members 
Mstep: Class 3 contains 85021 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28594 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49018 members 
Mstep: Class 8 contains 93540 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13194 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 4385 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94785 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48275 members 
Mstep: Class 25 contains 50325 members 
Mstep: Class 26 contains 89394 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 7003 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237640.000000 Penalty: 75375.343750
Iteration 490Q: 35 clusters Score -1.022376e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 84159 members 
Mstep: Class 3 contains 85021 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49013 members 
Mstep: Class 8 contains 93541 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13193 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 4380 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94792 members 
Mstep: Class 21 contains 6311 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48275 members 
Mstep: Class 25 contains 50322 members 
Mstep: Class 26 contains 89404 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 7004 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237640.000000 Penalty: 75375.343750
Iteration 491Q: 35 clusters Score -1.022376e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 84171 members 
Mstep: Class 3 contains 85022 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49006 members 
Mstep: Class 8 contains 93548 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13191 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4378 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94792 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48273 members 
Mstep: Class 25 contains 50325 members 
Mstep: Class 26 contains 89417 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 7004 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237656.000000 Penalty: 75375.343750
Iteration 492Q: 35 clusters Score -1.022377e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 84177 members 
Mstep: Class 3 contains 85027 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 49002 members 
Mstep: Class 8 contains 93554 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13191 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94796 members 
Mstep: Class 21 contains 6307 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48271 members 
Mstep: Class 25 contains 50324 members 
Mstep: Class 26 contains 89429 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 7004 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237560.000000 Penalty: 75375.343750
Iteration 493Q: 35 clusters Score -1.022376e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 84174 members 
Mstep: Class 3 contains 85028 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 48999 members 
Mstep: Class 8 contains 93556 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13191 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4371 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94798 members 
Mstep: Class 21 contains 6306 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48272 members 
Mstep: Class 25 contains 50325 members 
Mstep: Class 26 contains 89434 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 7005 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237560.000000 Penalty: 75375.343750
Iteration 494Q: 35 clusters Score -1.022376e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 84172 members 
Mstep: Class 3 contains 85031 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 48996 members 
Mstep: Class 8 contains 93557 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13191 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5171 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 94799 members 
Mstep: Class 21 contains 6304 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48272 members 
Mstep: Class 25 contains 50322 members 
Mstep: Class 26 contains 89445 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 7005 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237584.000000 Penalty: 75375.343750
Iteration 495Q: 35 clusters Score -1.022376e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 84172 members 
Mstep: Class 3 contains 85033 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 48995 members 
Mstep: Class 8 contains 93556 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13190 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5172 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10051 members 
Mstep: Class 20 contains 94802 members 
Mstep: Class 21 contains 6303 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48273 members 
Mstep: Class 25 contains 50319 members 
Mstep: Class 26 contains 89451 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 7005 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237496.000000 Penalty: 75375.343750
Iteration 496Q: 35 clusters Score -1.022375e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 84173 members 
Mstep: Class 3 contains 85033 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 48995 members 
Mstep: Class 8 contains 93555 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13190 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5172 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10052 members 
Mstep: Class 20 contains 94801 members 
Mstep: Class 21 contains 6300 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48273 members 
Mstep: Class 25 contains 50318 members 
Mstep: Class 26 contains 89454 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 7005 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237512.000000 Penalty: 75375.343750
Iteration 497Q: 35 clusters Score -1.022375e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 84178 members 
Mstep: Class 3 contains 85035 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 48996 members 
Mstep: Class 8 contains 93552 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13189 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5172 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10052 members 
Mstep: Class 20 contains 94798 members 
Mstep: Class 21 contains 6297 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48272 members 
Mstep: Class 25 contains 50321 members 
Mstep: Class 26 contains 89456 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 7005 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237616.000000 Penalty: 75375.343750
Iteration 498Q: 35 clusters Score -1.022376e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 84176 members 
Mstep: Class 3 contains 85036 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 48998 members 
Mstep: Class 8 contains 93553 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13190 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4369 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5172 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10052 members 
Mstep: Class 20 contains 94801 members 
Mstep: Class 21 contains 6296 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48270 members 
Mstep: Class 25 contains 50315 members 
Mstep: Class 26 contains 89457 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 7005 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237680.000000 Penalty: 75375.343750
Iteration 499Q: 35 clusters Score -1.022377e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 84176 members 
Mstep: Class 3 contains 85040 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 28593 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 48996 members 
Mstep: Class 8 contains 93554 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 10 contains 13190 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 4366 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 5171 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 10052 members 
Mstep: Class 20 contains 94802 members 
Mstep: Class 21 contains 6296 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 48268 members 
Mstep: Class 25 contains 50313 members 
Mstep: Class 26 contains 89461 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 7005 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 93225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237576.000000 Penalty: 75375.343750
Iteration 500F: 35 clusters Score -1.022376e+08 nChanged 43
Maximum iterations exceeded
--- Evaluating fit on full set of 2523630 points ---
Entering Unmasked Estep 
Score: -310173696.000000 Penalty: 81445.179688
24->35 Clusters: Score -310173696.000000, best is -310352832.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 841210 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 35387 members 
Mstep: Class 3 contains 35126 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 35155 members 
Mstep: Class 6 contains 35027 members 
Mstep: Class 7 contains 35005 members 
Mstep: Class 8 contains 35081 members 
Mstep: Class 9 contains 35194 members 
Mstep: Class 10 contains 34863 members 
Mstep: Class 11 contains 34950 members 
Mstep: Class 12 contains 35242 members 
Mstep: Class 13 contains 34757 members 
Mstep: Class 14 contains 35020 members 
Mstep: Class 15 contains 35193 members 
Mstep: Class 16 contains 34710 members 
Mstep: Class 17 contains 34853 members 
Mstep: Class 18 contains 34815 members 
Mstep: Class 19 contains 34952 members 
Mstep: Class 20 contains 34998 members 
Mstep: Class 21 contains 35223 members 
Mstep: Class 22 contains 35326 members 
Mstep: Class 23 contains 35356 members 
Mstep: Class 24 contains 34924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 825.598022 but Gain 2216.921875
Score: -98172504.000000 Penalty: 50989.203125
Iteration 0F: 24 clusters Score -9.81725e+07 nChanged 806155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 11110 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 852 members 
Mstep: Class 5 contains 33834 members 
Mstep: Class 7 contains 14980 members 
Mstep: Class 8 contains 14649 members 
Mstep: Class 9 contains 471081 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 32472 members 
Mstep: Class 13 contains 5646 members 
Mstep: Class 14 contains 2895 members 
Mstep: Class 15 contains 35208 members 
Mstep: Class 16 contains 10784 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 15219 members 
Mstep: Class 19 contains 92482 members 
Mstep: Class 20 contains 3540 members 
Mstep: Class 21 contains 13564 members 
Mstep: Class 22 contains 27994 members 
Mstep: Class 23 contains 15290 members 
Mstep: Class 24 contains 11591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99915800.000000 Penalty: 50989.203125
Iteration 1F: 24 clusters Score -9.99158e+07 nChanged 286008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1068 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5248 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 49271 members 
Mstep: Class 7 contains 8742 members 
Mstep: Class 8 contains 19261 members 
Mstep: Class 9 contains 376395 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 3009 members 
Mstep: Class 12 contains 23043 members 
Mstep: Class 13 contains 4616 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 42071 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 15977 members 
Mstep: Class 18 contains 18776 members 
Mstep: Class 19 contains 189331 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 6693 members 
Mstep: Class 22 contains 37145 members 
Mstep: Class 23 contains 11677 members 
Mstep: Class 24 contains 7095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100657656.000000 Penalty: 50989.203125
Iteration 2F: 24 clusters Score -1.006577e+08 nChanged 222273
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 2957 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 58616 members 
Mstep: Class 7 contains 6509 members 
Mstep: Class 8 contains 19955 members 
Mstep: Class 9 contains 264971 members 
Mstep: Class 10 contains 1286 members 
Mstep: Class 11 contains 2978 members 
Mstep: Class 12 contains 16565 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 6384 members 
Mstep: Class 15 contains 42907 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 12911 members 
Mstep: Class 18 contains 16698 members 
Mstep: Class 19 contains 299777 members 
Mstep: Class 20 contains 1531 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 41089 members 
Mstep: Class 23 contains 11738 members 
Mstep: Class 24 contains 9652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100781232.000000 Penalty: 50989.203125
Iteration 3F: 24 clusters Score -1.007812e+08 nChanged 226767
Entering Unmasked Mstep 
Mstep: Class 0 contains 526 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2354 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 76979 members 
Mstep: Class 7 contains 5794 members 
Mstep: Class 8 contains 22687 members 
Mstep: Class 9 contains 280168 members 
Mstep: Class 10 contains 1072 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 14257 members 
Mstep: Class 13 contains 7348 members 
Mstep: Class 14 contains 6310 members 
Mstep: Class 15 contains 49565 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 9850 members 
Mstep: Class 18 contains 14522 members 
Mstep: Class 19 contains 250204 members 
Mstep: Class 20 contains 1723 members 
Mstep: Class 21 contains 5829 members 
Mstep: Class 22 contains 46592 members 
Mstep: Class 23 contains 13430 members 
Mstep: Class 24 contains 12991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1691.279907 but Gain 2216.921875
Score: -100967728.000000 Penalty: 48772.281250
Iteration 4F: 23 clusters Score -1.009677e+08 nChanged 134122
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 782 members 
Mstep: Class 5 contains 100180 members 
Mstep: Class 7 contains 4960 members 
Mstep: Class 8 contains 31342 members 
Mstep: Class 9 contains 233212 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 12009 members 
Mstep: Class 13 contains 8777 members 
Mstep: Class 14 contains 6006 members 
Mstep: Class 15 contains 53220 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 7853 members 
Mstep: Class 18 contains 12108 members 
Mstep: Class 19 contains 256301 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 6042 members 
Mstep: Class 22 contains 54070 members 
Mstep: Class 23 contains 13250 members 
Mstep: Class 24 contains 14850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101128648.000000 Penalty: 48772.281250
Iteration 5F: 23 clusters Score -1.011286e+08 nChanged 128676
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 124833 members 
Mstep: Class 7 contains 4117 members 
Mstep: Class 8 contains 51662 members 
Mstep: Class 9 contains 214869 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 11 contains 3086 members 
Mstep: Class 12 contains 10045 members 
Mstep: Class 13 contains 9997 members 
Mstep: Class 14 contains 5737 members 
Mstep: Class 15 contains 53790 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 5974 members 
Mstep: Class 18 contains 9393 members 
Mstep: Class 19 contains 224105 members 
Mstep: Class 20 contains 3153 members 
Mstep: Class 21 contains 6189 members 
Mstep: Class 22 contains 59537 members 
Mstep: Class 23 contains 12513 members 
Mstep: Class 24 contains 16062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2157.187256 but Gain 2216.921875
Score: -101357912.000000 Penalty: 46555.359375
Iteration 6F: 22 clusters Score -1.013579e+08 nChanged 131784
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 133687 members 
Mstep: Class 7 contains 3358 members 
Mstep: Class 8 contains 84861 members 
Mstep: Class 9 contains 200606 members 
Mstep: Class 10 contains 1046 members 
Mstep: Class 11 contains 3071 members 
Mstep: Class 12 contains 8270 members 
Mstep: Class 13 contains 10919 members 
Mstep: Class 14 contains 5529 members 
Mstep: Class 15 contains 45330 members 
Mstep: Class 17 contains 4104 members 
Mstep: Class 18 contains 5777 members 
Mstep: Class 19 contains 211677 members 
Mstep: Class 20 contains 4091 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 58245 members 
Mstep: Class 23 contains 10998 members 
Mstep: Class 24 contains 16940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101593304.000000 Penalty: 46555.359375
Iteration 7F: 22 clusters Score -1.015933e+08 nChanged 128764
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 131247 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 124992 members 
Mstep: Class 9 contains 205985 members 
Mstep: Class 10 contains 1042 members 
Mstep: Class 11 contains 3064 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 11378 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 35012 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 188527 members 
Mstep: Class 20 contains 4605 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 53034 members 
Mstep: Class 23 contains 9103 members 
Mstep: Class 24 contains 17532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1252.279785 but Gain 2216.921875
Score: -101732480.000000 Penalty: 44338.437500
Iteration 8F: 21 clusters Score -1.017325e+08 nChanged 101799
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 3 contains 2685 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 134025 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 145783 members 
Mstep: Class 9 contains 207364 members 
Mstep: Class 10 contains 1047 members 
Mstep: Class 11 contains 3056 members 
Mstep: Class 12 contains 5784 members 
Mstep: Class 13 contains 11508 members 
Mstep: Class 14 contains 5365 members 
Mstep: Class 15 contains 26960 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 19 contains 179660 members 
Mstep: Class 20 contains 4540 members 
Mstep: Class 21 contains 5756 members 
Mstep: Class 22 contains 49844 members 
Mstep: Class 23 contains 7547 members 
Mstep: Class 24 contains 18352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1509.701904 but Gain 2216.921875
Score: -101779800.000000 Penalty: 42121.515625
Iteration 9F: 20 clusters Score -1.017798e+08 nChanged 66622
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 3 contains 2687 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 142697 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 150667 members 
Mstep: Class 9 contains 203759 members 
Mstep: Class 10 contains 1030 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 5268 members 
Mstep: Class 13 contains 11726 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 20415 members 
Mstep: Class 19 contains 178271 members 
Mstep: Class 20 contains 4633 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 49256 members 
Mstep: Class 23 contains 6546 members 
Mstep: Class 24 contains 19184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101820520.000000 Penalty: 42121.515625
Iteration 10F: 20 clusters Score -1.018205e+08 nChanged 47455
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 3 contains 2666 members 
Mstep: Class 4 contains 728 members 
Mstep: Class 5 contains 151292 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 153208 members 
Mstep: Class 9 contains 199239 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 3028 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 11821 members 
Mstep: Class 14 contains 5250 members 
Mstep: Class 15 contains 15316 members 
Mstep: Class 19 contains 174687 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 50577 members 
Mstep: Class 23 contains 5882 members 
Mstep: Class 24 contains 19829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101849816.000000 Penalty: 42121.515625
Iteration 11F: 20 clusters Score -1.018498e+08 nChanged 38010
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 158441 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 155363 members 
Mstep: Class 9 contains 195086 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 4728 members 
Mstep: Class 13 contains 11876 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 11629 members 
Mstep: Class 19 contains 169113 members 
Mstep: Class 20 contains 4940 members 
Mstep: Class 21 contains 5255 members 
Mstep: Class 22 contains 53758 members 
Mstep: Class 23 contains 5405 members 
Mstep: Class 24 contains 20322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101868992.000000 Penalty: 42121.515625
Iteration 12Q: 20 clusters Score -1.01869e+08 nChanged 35203
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 3 contains 2681 members 
Mstep: Class 4 contains 711 members 
Mstep: Class 5 contains 165157 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 157460 members 
Mstep: Class 9 contains 191292 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 3036 members 
Mstep: Class 12 contains 4578 members 
Mstep: Class 13 contains 11932 members 
Mstep: Class 14 contains 5201 members 
Mstep: Class 15 contains 9054 members 
Mstep: Class 19 contains 160848 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 5189 members 
Mstep: Class 22 contains 58420 members 
Mstep: Class 23 contains 5112 members 
Mstep: Class 24 contains 20722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101880416.000000 Penalty: 42121.515625
Iteration 13Q: 20 clusters Score -1.018804e+08 nChanged 37170
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 708 members 
Mstep: Class 5 contains 171768 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 159641 members 
Mstep: Class 9 contains 187640 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 11 contains 3046 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 12019 members 
Mstep: Class 14 contains 5186 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 19 contains 149420 members 
Mstep: Class 20 contains 5125 members 
Mstep: Class 21 contains 5188 members 
Mstep: Class 22 contains 65022 members 
Mstep: Class 23 contains 4877 members 
Mstep: Class 24 contains 21018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101906816.000000 Penalty: 42121.515625
Iteration 14Q: 20 clusters Score -1.019068e+08 nChanged 33039
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 3 contains 2688 members 
Mstep: Class 4 contains 709 members 
Mstep: Class 5 contains 177024 members 
Mstep: Class 7 contains 1543 members 
Mstep: Class 8 contains 160802 members 
Mstep: Class 9 contains 182872 members 
Mstep: Class 10 contains 1009 members 
Mstep: Class 11 contains 3065 members 
Mstep: Class 12 contains 4451 members 
Mstep: Class 13 contains 12159 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 15 contains 5849 members 
Mstep: Class 19 contains 140492 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 5252 members 
Mstep: Class 22 contains 72948 members 
Mstep: Class 23 contains 4706 members 
Mstep: Class 24 contains 21097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101925648.000000 Penalty: 42121.515625
Iteration 15Q: 20 clusters Score -1.019256e+08 nChanged 29618
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 3 contains 2691 members 
Mstep: Class 4 contains 708 members 
Mstep: Class 5 contains 178494 members 
Mstep: Class 7 contains 1492 members 
Mstep: Class 8 contains 161791 members 
Mstep: Class 9 contains 178501 members 
Mstep: Class 10 contains 1007 members 
Mstep: Class 11 contains 3086 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 13 contains 12265 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 19 contains 132389 members 
Mstep: Class 20 contains 5141 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 82739 members 
Mstep: Class 23 contains 4568 members 
Mstep: Class 24 contains 21383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101948200.000000 Penalty: 42121.515625
Iteration 16Q: 20 clusters Score -1.019482e+08 nChanged 26796
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 3 contains 2715 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 177121 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 162602 members 
Mstep: Class 9 contains 174555 members 
Mstep: Class 10 contains 1008 members 
Mstep: Class 11 contains 3110 members 
Mstep: Class 12 contains 4522 members 
Mstep: Class 13 contains 12327 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 4725 members 
Mstep: Class 19 contains 125505 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 93742 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 21728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101968664.000000 Penalty: 42121.515625
Iteration 17Q: 20 clusters Score -1.019687e+08 nChanged 24254
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 173824 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 163305 members 
Mstep: Class 9 contains 171985 members 
Mstep: Class 10 contains 1005 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 4583 members 
Mstep: Class 13 contains 12384 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 19 contains 119772 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 5662 members 
Mstep: Class 22 contains 104370 members 
Mstep: Class 23 contains 4371 members 
Mstep: Class 24 contains 22048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101986688.000000 Penalty: 42121.515625
Iteration 18Q: 20 clusters Score -1.019867e+08 nChanged 21671
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 3 contains 2787 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 170863 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 164131 members 
Mstep: Class 9 contains 169388 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 11 contains 3146 members 
Mstep: Class 12 contains 4632 members 
Mstep: Class 13 contains 12407 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 4136 members 
Mstep: Class 19 contains 115241 members 
Mstep: Class 20 contains 5057 members 
Mstep: Class 21 contains 5784 members 
Mstep: Class 22 contains 113713 members 
Mstep: Class 23 contains 4310 members 
Mstep: Class 24 contains 22245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101999488.000000 Penalty: 42121.515625
Iteration 19Q: 20 clusters Score -1.019995e+08 nChanged 19907
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 167963 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 165042 members 
Mstep: Class 9 contains 167179 members 
Mstep: Class 10 contains 1005 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 4700 members 
Mstep: Class 13 contains 12421 members 
Mstep: Class 14 contains 4957 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 19 contains 111915 members 
Mstep: Class 20 contains 4987 members 
Mstep: Class 21 contains 5899 members 
Mstep: Class 22 contains 121433 members 
Mstep: Class 23 contains 4256 members 
Mstep: Class 24 contains 22367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102010112.000000 Penalty: 42121.515625
Iteration 20F: 20 clusters Score -1.020101e+08 nChanged 19484
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 3 contains 2843 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 164658 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 166055 members 
Mstep: Class 9 contains 164315 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 4784 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 19 contains 109226 members 
Mstep: Class 20 contains 4924 members 
Mstep: Class 21 contains 5915 members 
Mstep: Class 22 contains 129360 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 22470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102014272.000000 Penalty: 42121.515625
Iteration 21Q: 20 clusters Score -1.020143e+08 nChanged 18577
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 161166 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 167403 members 
Mstep: Class 9 contains 161012 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 4873 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 19 contains 107294 members 
Mstep: Class 20 contains 4867 members 
Mstep: Class 21 contains 5912 members 
Mstep: Class 22 contains 136652 members 
Mstep: Class 23 contains 4185 members 
Mstep: Class 24 contains 22499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102019408.000000 Penalty: 42121.515625
Iteration 22Q: 20 clusters Score -1.020194e+08 nChanged 17841
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 3 contains 2916 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 157470 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 168933 members 
Mstep: Class 9 contains 156977 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 3192 members 
Mstep: Class 12 contains 4982 members 
Mstep: Class 13 contains 12376 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 19 contains 106031 members 
Mstep: Class 20 contains 4799 members 
Mstep: Class 21 contains 5849 members 
Mstep: Class 22 contains 143942 members 
Mstep: Class 23 contains 4152 members 
Mstep: Class 24 contains 22431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102028352.000000 Penalty: 42121.515625
Iteration 23Q: 20 clusters Score -1.020284e+08 nChanged 17351
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 3 contains 2928 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 154171 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 170365 members 
Mstep: Class 9 contains 152144 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 3198 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 13 contains 12351 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 19 contains 105437 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 5777 members 
Mstep: Class 22 contains 151046 members 
Mstep: Class 23 contains 4133 members 
Mstep: Class 24 contains 22243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102034360.000000 Penalty: 42121.515625
Iteration 24Q: 20 clusters Score -1.020344e+08 nChanged 17633
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 151197 members 
Mstep: Class 7 contains 2472 members 
Mstep: Class 8 contains 171695 members 
Mstep: Class 9 contains 146575 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 3198 members 
Mstep: Class 12 contains 5223 members 
Mstep: Class 13 contains 12341 members 
Mstep: Class 14 contains 4433 members 
Mstep: Class 15 contains 6239 members 
Mstep: Class 19 contains 105320 members 
Mstep: Class 20 contains 4624 members 
Mstep: Class 21 contains 5724 members 
Mstep: Class 22 contains 157790 members 
Mstep: Class 23 contains 4124 members 
Mstep: Class 24 contains 22048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102040856.000000 Penalty: 42121.515625
Iteration 25Q: 20 clusters Score -1.020409e+08 nChanged 17630
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 148218 members 
Mstep: Class 7 contains 2798 members 
Mstep: Class 8 contains 172812 members 
Mstep: Class 9 contains 140512 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 12357 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 15 contains 7262 members 
Mstep: Class 19 contains 105020 members 
Mstep: Class 20 contains 4540 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 165314 members 
Mstep: Class 23 contains 4120 members 
Mstep: Class 24 contains 21769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102049448.000000 Penalty: 42121.515625
Iteration 26Q: 20 clusters Score -1.020494e+08 nChanged 19047
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 3 contains 2950 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 145123 members 
Mstep: Class 7 contains 3086 members 
Mstep: Class 8 contains 173718 members 
Mstep: Class 9 contains 134421 members 
Mstep: Class 10 contains 985 members 
Mstep: Class 11 contains 3188 members 
Mstep: Class 12 contains 5461 members 
Mstep: Class 13 contains 12351 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 19 contains 104732 members 
Mstep: Class 20 contains 4442 members 
Mstep: Class 21 contains 5602 members 
Mstep: Class 22 contains 173255 members 
Mstep: Class 23 contains 4124 members 
Mstep: Class 24 contains 21403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102050632.000000 Penalty: 42121.515625
Iteration 27Q: 20 clusters Score -1.020506e+08 nChanged 20775
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 3 contains 2943 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 142213 members 
Mstep: Class 7 contains 3352 members 
Mstep: Class 8 contains 174602 members 
Mstep: Class 9 contains 128722 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 5621 members 
Mstep: Class 13 contains 12360 members 
Mstep: Class 14 contains 4165 members 
Mstep: Class 15 contains 9698 members 
Mstep: Class 19 contains 105329 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 179529 members 
Mstep: Class 23 contains 4122 members 
Mstep: Class 24 contains 21063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102038416.000000 Penalty: 42121.515625
Iteration 28Q: 20 clusters Score -1.020384e+08 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 140212 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 175409 members 
Mstep: Class 9 contains 124915 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 5820 members 
Mstep: Class 13 contains 12350 members 
Mstep: Class 14 contains 4110 members 
Mstep: Class 15 contains 11145 members 
Mstep: Class 19 contains 106481 members 
Mstep: Class 20 contains 4291 members 
Mstep: Class 21 contains 5520 members 
Mstep: Class 22 contains 182135 members 
Mstep: Class 23 contains 4109 members 
Mstep: Class 24 contains 20855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102028288.000000 Penalty: 42121.515625
Iteration 29Q: 20 clusters Score -1.020283e+08 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 3 contains 2918 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 138983 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 176174 members 
Mstep: Class 9 contains 122499 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 6033 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 4076 members 
Mstep: Class 15 contains 12723 members 
Mstep: Class 19 contains 107541 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 5548 members 
Mstep: Class 22 contains 182518 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 20691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102023760.000000 Penalty: 42121.515625
Iteration 30Q: 20 clusters Score -1.020238e+08 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 3 contains 2904 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 138239 members 
Mstep: Class 7 contains 4059 members 
Mstep: Class 8 contains 176848 members 
Mstep: Class 9 contains 120758 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 3162 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 12311 members 
Mstep: Class 14 contains 4042 members 
Mstep: Class 15 contains 14354 members 
Mstep: Class 19 contains 108423 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 5576 members 
Mstep: Class 22 contains 181931 members 
Mstep: Class 23 contains 4082 members 
Mstep: Class 24 contains 20558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102023184.000000 Penalty: 42121.515625
Iteration 31Q: 20 clusters Score -1.020232e+08 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 3 contains 2895 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 137672 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 8 contains 177441 members 
Mstep: Class 9 contains 119250 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 3151 members 
Mstep: Class 12 contains 6474 members 
Mstep: Class 13 contains 12281 members 
Mstep: Class 14 contains 4028 members 
Mstep: Class 15 contains 15979 members 
Mstep: Class 19 contains 108935 members 
Mstep: Class 20 contains 4083 members 
Mstep: Class 21 contains 5615 members 
Mstep: Class 22 contains 181378 members 
Mstep: Class 23 contains 4068 members 
Mstep: Class 24 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102022880.000000 Penalty: 42121.515625
Iteration 32Q: 20 clusters Score -1.020229e+08 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 137282 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 177963 members 
Mstep: Class 9 contains 118020 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 12265 members 
Mstep: Class 14 contains 4026 members 
Mstep: Class 15 contains 17449 members 
Mstep: Class 19 contains 109097 members 
Mstep: Class 20 contains 4019 members 
Mstep: Class 21 contains 5645 members 
Mstep: Class 22 contains 180928 members 
Mstep: Class 23 contains 4036 members 
Mstep: Class 24 contains 20212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102023624.000000 Penalty: 42121.515625
Iteration 33Q: 20 clusters Score -1.020236e+08 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 136968 members 
Mstep: Class 7 contains 4488 members 
Mstep: Class 8 contains 178442 members 
Mstep: Class 9 contains 117058 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 6903 members 
Mstep: Class 13 contains 12253 members 
Mstep: Class 14 contains 4033 members 
Mstep: Class 15 contains 18748 members 
Mstep: Class 19 contains 109184 members 
Mstep: Class 20 contains 3958 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 180447 members 
Mstep: Class 23 contains 3991 members 
Mstep: Class 24 contains 20033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102023856.000000 Penalty: 42121.515625
Iteration 34Q: 20 clusters Score -1.020239e+08 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 136758 members 
Mstep: Class 7 contains 4597 members 
Mstep: Class 8 contains 178871 members 
Mstep: Class 9 contains 116264 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 7096 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 4031 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 19 contains 109123 members 
Mstep: Class 20 contains 3916 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 180024 members 
Mstep: Class 23 contains 3945 members 
Mstep: Class 24 contains 19846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102024936.000000 Penalty: 42121.515625
Iteration 35Q: 20 clusters Score -1.020249e+08 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 136576 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 179280 members 
Mstep: Class 9 contains 115665 members 
Mstep: Class 10 contains 954 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 12 contains 7304 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 4029 members 
Mstep: Class 15 contains 20893 members 
Mstep: Class 19 contains 108891 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 5725 members 
Mstep: Class 22 contains 179602 members 
Mstep: Class 23 contains 3890 members 
Mstep: Class 24 contains 19673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102025352.000000 Penalty: 42121.515625
Iteration 36Q: 20 clusters Score -1.020254e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 136425 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 179656 members 
Mstep: Class 9 contains 115181 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 3119 members 
Mstep: Class 12 contains 7502 members 
Mstep: Class 13 contains 12235 members 
Mstep: Class 14 contains 4038 members 
Mstep: Class 15 contains 21752 members 
Mstep: Class 19 contains 108541 members 
Mstep: Class 20 contains 3801 members 
Mstep: Class 21 contains 5761 members 
Mstep: Class 22 contains 179288 members 
Mstep: Class 23 contains 3820 members 
Mstep: Class 24 contains 19531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102025456.000000 Penalty: 42121.515625
Iteration 37Q: 20 clusters Score -1.020255e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 3 contains 2900 members 
Mstep: Class 4 contains 709 members 
Mstep: Class 5 contains 136321 members 
Mstep: Class 7 contains 4834 members 
Mstep: Class 8 contains 179977 members 
Mstep: Class 9 contains 114770 members 
Mstep: Class 10 contains 947 members 
Mstep: Class 11 contains 3112 members 
Mstep: Class 12 contains 7686 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 4040 members 
Mstep: Class 15 contains 22497 members 
Mstep: Class 19 contains 108133 members 
Mstep: Class 20 contains 3759 members 
Mstep: Class 21 contains 5806 members 
Mstep: Class 22 contains 179049 members 
Mstep: Class 23 contains 3748 members 
Mstep: Class 24 contains 19388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102026496.000000 Penalty: 42121.515625
Iteration 38Q: 20 clusters Score -1.020265e+08 nChanged 3494
Entering ConstructFrom: 
Score: -102026496.000000 Penalty: 42121.515625
Entering ConstructFrom: 
Trying to split cluster 1 (31273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Entering Unmasked Estep 
Score: -3762582.500000 Penalty: 1681.958008
	Iteration 0F: 2 clusters Score -3762582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3741565.500000 Penalty: 3363.916016
	Iteration 0F: 3 clusters Score -3741566 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3749733.750000 Penalty: 3363.916016
	Iteration 1F: 3 clusters Score -3749734 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3750269.750000 Penalty: 3363.916016
	Iteration 2Q: 3 clusters Score -3750270 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3751018.250000 Penalty: 3363.916016
	Iteration 3Q: 3 clusters Score -3751018 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3752021.500000 Penalty: 3363.916016
	Iteration 4F: 3 clusters Score -3752022 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3753404.000000 Penalty: 3363.916016
	Iteration 5F: 3 clusters Score -3753404 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3755097.500000 Penalty: 3363.916016
	Iteration 6F: 3 clusters Score -3755098 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -3756568.500000 Penalty: 3363.916016
	Iteration 7F: 3 clusters Score -3756568 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3757804.000000 Penalty: 3363.916016
	Iteration 8Q: 3 clusters Score -3757804 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3758810.500000 Penalty: 3363.916016
	Iteration 9Q: 3 clusters Score -3758810 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3759564.500000 Penalty: 3363.916016
	Iteration 10Q: 3 clusters Score -3759564 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3759996.500000 Penalty: 3363.916016
	Iteration 11Q: 3 clusters Score -3759996 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3760278.750000 Penalty: 3363.916016
	Iteration 12Q: 3 clusters Score -3760279 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3760512.250000 Penalty: 3363.916016
	Iteration 13Q: 3 clusters Score -3760512 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3760677.250000 Penalty: 3363.916016
	Iteration 14Q: 3 clusters Score -3760677 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3760809.750000 Penalty: 3363.916016
	Iteration 15Q: 3 clusters Score -3760810 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3760897.250000 Penalty: 3363.916016
	Iteration 16Q: 3 clusters Score -3760897 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3760967.750000 Penalty: 3363.916016
	Iteration 17Q: 3 clusters Score -3760968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3761019.500000 Penalty: 3363.916016
	Iteration 18Q: 3 clusters Score -3761020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3761039.750000 Penalty: 3363.916016
	Iteration 19Q: 3 clusters Score -3761040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3761059.250000 Penalty: 3363.916016
	Iteration 20F: 3 clusters Score -3761059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3761072.500000 Penalty: 3363.916016
	Iteration 21Q: 3 clusters Score -3761072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3761086.750000 Penalty: 3363.916016
	Iteration 22Q: 3 clusters Score -3761087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3761102.250000 Penalty: 3363.916016
	Iteration 23Q: 3 clusters Score -3761102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3761113.750000 Penalty: 3363.916016
	Iteration 24Q: 3 clusters Score -3761114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3761123.750000 Penalty: 3363.916016
	Iteration 25Q: 3 clusters Score -3761124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3761125.750000 Penalty: 3363.916016
	Iteration 26Q: 3 clusters Score -3761126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3761133.500000 Penalty: 3363.916016
	Iteration 27Q: 3 clusters Score -3761134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3761142.750000 Penalty: 3363.916016
	Iteration 28Q: 3 clusters Score -3761143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3761150.250000 Penalty: 3363.916016
	Iteration 29Q: 3 clusters Score -3761150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3761153.000000 Penalty: 3363.916016
	Iteration 30Q: 3 clusters Score -3761153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3761161.000000 Penalty: 3363.916016
	Iteration 31Q: 3 clusters Score -3761161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3761164.500000 Penalty: 3363.916016
	Iteration 32Q: 3 clusters Score -3761164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3761171.250000 Penalty: 3363.916016
	Iteration 33Q: 3 clusters Score -3761171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3761177.750000 Penalty: 3363.916016
	Iteration 34Q: 3 clusters Score -3761178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3761181.250000 Penalty: 3363.916016
	Iteration 35Q: 3 clusters Score -3761181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3761185.500000 Penalty: 3363.916016
	Iteration 36Q: 3 clusters Score -3761186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3761184.500000 Penalty: 3363.916016
	Iteration 37Q: 3 clusters Score -3761184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3761186.500000 Penalty: 3363.916016
	Iteration 38Q: 3 clusters Score -3761186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3761186.500000 Penalty: 3363.916016
	Iteration 39F: 3 clusters Score -3761186 nChanged 0
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: -326751.875000 Penalty: 1295.133057
	Iteration 0F: 2 clusters Score -326751.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -324128.031250 Penalty: 2590.266113
	Iteration 0F: 3 clusters Score -324128 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -325195.250000 Penalty: 2590.266113
	Iteration 1F: 3 clusters Score -325195.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -325799.500000 Penalty: 2590.266113
	Iteration 2F: 3 clusters Score -325799.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -326280.312500 Penalty: 2590.266113
	Iteration 3F: 3 clusters Score -326280.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -326687.500000 Penalty: 2590.266113
	Iteration 4F: 3 clusters Score -326687.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -326960.187500 Penalty: 2590.266113
	Iteration 5F: 3 clusters Score -326960.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -327090.937500 Penalty: 2590.266113
	Iteration 6Q: 3 clusters Score -327090.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -327152.156250 Penalty: 2590.266113
	Iteration 7Q: 3 clusters Score -327152.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -327192.125000 Penalty: 2590.266113
	Iteration 8Q: 3 clusters Score -327192.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -327218.531250 Penalty: 2590.266113
	Iteration 9Q: 3 clusters Score -327218.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -327245.875000 Penalty: 2590.266113
	Iteration 10Q: 3 clusters Score -327245.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -327267.906250 Penalty: 2590.266113
	Iteration 11Q: 3 clusters Score -327267.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -327277.937500 Penalty: 2590.266113
	Iteration 12Q: 3 clusters Score -327277.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -327285.031250 Penalty: 2590.266113
	Iteration 13Q: 3 clusters Score -327285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -327288.593750 Penalty: 2590.266113
	Iteration 14Q: 3 clusters Score -327288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -327289.843750 Penalty: 2590.266113
	Iteration 15Q: 3 clusters Score -327289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -327290.937500 Penalty: 2590.266113
	Iteration 16Q: 3 clusters Score -327290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -327292.093750 Penalty: 2590.266113
	Iteration 17Q: 3 clusters Score -327292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -327292.093750 Penalty: 2590.266113
	Iteration 18F: 3 clusters Score -327292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 710 members 
Mstep: Class 5 contains 136223 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 180232 members 
Mstep: Class 9 contains 114434 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 19 contains 107682 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 178918 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 19248 members 
Entering Unmasked Estep 
Score: -102026368.000000 Penalty: 44338.437500
Splitting cluster 3 changes total score from -102026496.000000 to -102026368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -51494.402344 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -51494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -50857.277344 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -50857.28 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -53263.093750 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -53263.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -54381.191406 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -54381.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -54684.636719 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -54684.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -54829.542969 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -54829.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54942.996094 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -54943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -54985.476562 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -54985.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -55028.812500 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -55028.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -55028.812500 Penalty: 2133.711182
	Iteration 8F: 3 clusters Score -55028.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 136223 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 180232 members 
Mstep: Class 9 contains 114434 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 19 contains 107682 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 178918 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 19248 members 
Entering Unmasked Estep 
Score: -102029328.000000 Penalty: 44338.437500
Splitting cluster 4 changes total score from -102026496.000000 to -102029328.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (136223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136223 members 
Entering Unmasked Estep 
Score: -16733004.000000 Penalty: 1921.082886
	Iteration 0F: 2 clusters Score -1.6733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 67850 members 
Entering Unmasked Estep 
Score: -16646922.000000 Penalty: 3842.165771
	Iteration 0F: 3 clusters Score -1.664692e+07 nChanged 65645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -16686098.000000 Penalty: 3842.165771
	Iteration 1F: 3 clusters Score -1.66861e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -16689639.000000 Penalty: 3842.165771
	Iteration 2F: 3 clusters Score -1.668964e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -16696765.000000 Penalty: 3842.165771
	Iteration 3F: 3 clusters Score -1.669676e+07 nChanged 12513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94877 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -16707460.000000 Penalty: 3842.165771
	Iteration 4F: 3 clusters Score -1.670746e+07 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -16719836.000000 Penalty: 3842.165771
	Iteration 5F: 3 clusters Score -1.671984e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107427 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -16729903.000000 Penalty: 3842.165771
	Iteration 6F: 3 clusters Score -1.67299e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -16735071.000000 Penalty: 3842.165771
	Iteration 7Q: 3 clusters Score -1.673507e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -16736734.000000 Penalty: 3842.165771
	Iteration 8Q: 3 clusters Score -1.673673e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109203 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -16737474.000000 Penalty: 3842.165771
	Iteration 9Q: 3 clusters Score -1.673747e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109309 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -16737884.000000 Penalty: 3842.165771
	Iteration 10Q: 3 clusters Score -1.673788e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109326 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -16738131.000000 Penalty: 3842.165771
	Iteration 11Q: 3 clusters Score -1.673813e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -16738302.000000 Penalty: 3842.165771
	Iteration 12Q: 3 clusters Score -1.67383e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109119 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -16738394.000000 Penalty: 3842.165771
	Iteration 13Q: 3 clusters Score -1.673839e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109017 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -16738413.000000 Penalty: 3842.165771
	Iteration 14Q: 3 clusters Score -1.673841e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -16738463.000000 Penalty: 3842.165771
	Iteration 15Q: 3 clusters Score -1.673846e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -16738491.000000 Penalty: 3842.165771
	Iteration 16Q: 3 clusters Score -1.673849e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -16738463.000000 Penalty: 3842.165771
	Iteration 17Q: 3 clusters Score -1.673846e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -16738450.000000 Penalty: 3842.165771
	Iteration 18Q: 3 clusters Score -1.673845e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -16738442.000000 Penalty: 3842.165771
	Iteration 19Q: 3 clusters Score -1.673844e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -16738458.000000 Penalty: 3842.165771
	Iteration 20F: 3 clusters Score -1.673846e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -16738451.000000 Penalty: 3842.165771
	Iteration 21Q: 3 clusters Score -1.673845e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108465 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -16738418.000000 Penalty: 3842.165771
	Iteration 22Q: 3 clusters Score -1.673842e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -16738426.000000 Penalty: 3842.165771
	Iteration 23Q: 3 clusters Score -1.673843e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -16738403.000000 Penalty: 3842.165771
	Iteration 24Q: 3 clusters Score -1.67384e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108360 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -16738381.000000 Penalty: 3842.165771
	Iteration 25Q: 3 clusters Score -1.673838e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -16738379.000000 Penalty: 3842.165771
	Iteration 26Q: 3 clusters Score -1.673838e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108301 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -16738371.000000 Penalty: 3842.165771
	Iteration 27Q: 3 clusters Score -1.673837e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108282 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -16738369.000000 Penalty: 3842.165771
	Iteration 28Q: 3 clusters Score -1.673837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108268 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -16738372.000000 Penalty: 3842.165771
	Iteration 29Q: 3 clusters Score -1.673837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -16738361.000000 Penalty: 3842.165771
	Iteration 30Q: 3 clusters Score -1.673836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108245 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -16738353.000000 Penalty: 3842.165771
	Iteration 31Q: 3 clusters Score -1.673835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108232 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -16738344.000000 Penalty: 3842.165771
	Iteration 32Q: 3 clusters Score -1.673834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -16738339.000000 Penalty: 3842.165771
	Iteration 33Q: 3 clusters Score -1.673834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -16738337.000000 Penalty: 3842.165771
	Iteration 34Q: 3 clusters Score -1.673834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -16738365.000000 Penalty: 3842.165771
	Iteration 35Q: 3 clusters Score -1.673836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108200 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -16738352.000000 Penalty: 3842.165771
	Iteration 36Q: 3 clusters Score -1.673835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -16738347.000000 Penalty: 3842.165771
	Iteration 37Q: 3 clusters Score -1.673835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -16738335.000000 Penalty: 3842.165771
	Iteration 38Q: 3 clusters Score -1.673834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108172 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -16738344.000000 Penalty: 3842.165771
	Iteration 39Q: 3 clusters Score -1.673834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -16738349.000000 Penalty: 3842.165771
	Iteration 40F: 3 clusters Score -1.673835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108130 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -16738366.000000 Penalty: 3842.165771
	Iteration 41Q: 3 clusters Score -1.673837e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -16738380.000000 Penalty: 3842.165771
	Iteration 42Q: 3 clusters Score -1.673838e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108087 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -16738350.000000 Penalty: 3842.165771
	Iteration 43Q: 3 clusters Score -1.673835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -16738360.000000 Penalty: 3842.165771
	Iteration 44Q: 3 clusters Score -1.673836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108056 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -16738361.000000 Penalty: 3842.165771
	Iteration 45Q: 3 clusters Score -1.673836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108048 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -16738369.000000 Penalty: 3842.165771
	Iteration 46Q: 3 clusters Score -1.673837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108041 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -16738372.000000 Penalty: 3842.165771
	Iteration 47Q: 3 clusters Score -1.673837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108035 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -16738380.000000 Penalty: 3842.165771
	Iteration 48Q: 3 clusters Score -1.673838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108030 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -16738370.000000 Penalty: 3842.165771
	Iteration 49Q: 3 clusters Score -1.673837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108023 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -16738362.000000 Penalty: 3842.165771
	Iteration 50Q: 3 clusters Score -1.673836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108018 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -16738359.000000 Penalty: 3842.165771
	Iteration 51Q: 3 clusters Score -1.673836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108015 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -16738361.000000 Penalty: 3842.165771
	Iteration 52Q: 3 clusters Score -1.673836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108011 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -16738382.000000 Penalty: 3842.165771
	Iteration 53Q: 3 clusters Score -1.673838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108008 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -16738361.000000 Penalty: 3842.165771
	Iteration 54Q: 3 clusters Score -1.673836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -16738369.000000 Penalty: 3842.165771
	Iteration 55Q: 3 clusters Score -1.673837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108002 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -16738369.000000 Penalty: 3842.165771
	Iteration 56Q: 3 clusters Score -1.673837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107998 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -16738373.000000 Penalty: 3842.165771
	Iteration 57Q: 3 clusters Score -1.673837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107993 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -16738375.000000 Penalty: 3842.165771
	Iteration 58Q: 3 clusters Score -1.673838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107992 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -16738379.000000 Penalty: 3842.165771
	Iteration 59Q: 3 clusters Score -1.673838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -16738374.000000 Penalty: 3842.165771
	Iteration 60F: 3 clusters Score -1.673837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107986 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -16738368.000000 Penalty: 3842.165771
	Iteration 61Q: 3 clusters Score -1.673837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -16738378.000000 Penalty: 3842.165771
	Iteration 62Q: 3 clusters Score -1.673838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -16738373.000000 Penalty: 3842.165771
	Iteration 63Q: 3 clusters Score -1.673837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -16738367.000000 Penalty: 3842.165771
	Iteration 64Q: 3 clusters Score -1.673837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -16738362.000000 Penalty: 3842.165771
	Iteration 65Q: 3 clusters Score -1.673836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -16738358.000000 Penalty: 3842.165771
	Iteration 66Q: 3 clusters Score -1.673836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107954 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -16738355.000000 Penalty: 3842.165771
	Iteration 67Q: 3 clusters Score -1.673836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107948 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -16738357.000000 Penalty: 3842.165771
	Iteration 68Q: 3 clusters Score -1.673836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -16738352.000000 Penalty: 3842.165771
	Iteration 69Q: 3 clusters Score -1.673835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107932 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -16738346.000000 Penalty: 3842.165771
	Iteration 70Q: 3 clusters Score -1.673835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107927 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -16738351.000000 Penalty: 3842.165771
	Iteration 71Q: 3 clusters Score -1.673835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107923 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -16738364.000000 Penalty: 3842.165771
	Iteration 72Q: 3 clusters Score -1.673836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107918 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -16738348.000000 Penalty: 3842.165771
	Iteration 73Q: 3 clusters Score -1.673835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -16738350.000000 Penalty: 3842.165771
	Iteration 74Q: 3 clusters Score -1.673835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107916 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -16738356.000000 Penalty: 3842.165771
	Iteration 75Q: 3 clusters Score -1.673836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107916 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -16738356.000000 Penalty: 3842.165771
	Iteration 76F: 3 clusters Score -1.673836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 180232 members 
Mstep: Class 9 contains 114434 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 19 contains 107682 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 178918 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 19248 members 
Entering Unmasked Estep 
Score: -102034608.000000 Penalty: 46555.359375
Splitting cluster 5 changes total score from -102026496.000000 to -102034608.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 7 (4898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Entering Unmasked Estep 
Score: -598767.312500 Penalty: 1380.694580
	Iteration 0F: 2 clusters Score -598767.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -594847.437500 Penalty: 2761.389160
	Iteration 0F: 3 clusters Score -594847.4 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -595913.000000 Penalty: 2761.389160
	Iteration 1F: 3 clusters Score -595913 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -596104.687500 Penalty: 2761.389160
	Iteration 2F: 3 clusters Score -596104.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -596246.187500 Penalty: 2761.389160
	Iteration 3F: 3 clusters Score -596246.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -596368.625000 Penalty: 2761.389160
	Iteration 4Q: 3 clusters Score -596368.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -596502.312500 Penalty: 2761.389160
	Iteration 5Q: 3 clusters Score -596502.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -596613.875000 Penalty: 2761.389160
	Iteration 6Q: 3 clusters Score -596613.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -596728.187500 Penalty: 2761.389160
	Iteration 7Q: 3 clusters Score -596728.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -596845.187500 Penalty: 2761.389160
	Iteration 8Q: 3 clusters Score -596845.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -596980.625000 Penalty: 2761.389160
	Iteration 9Q: 3 clusters Score -596980.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -597085.687500 Penalty: 2761.389160
	Iteration 10Q: 3 clusters Score -597085.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -597175.125000 Penalty: 2761.389160
	Iteration 11Q: 3 clusters Score -597175.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -597245.562500 Penalty: 2761.389160
	Iteration 12Q: 3 clusters Score -597245.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -597326.000000 Penalty: 2761.389160
	Iteration 13Q: 3 clusters Score -597326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -597387.187500 Penalty: 2761.389160
	Iteration 14Q: 3 clusters Score -597387.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -597424.812500 Penalty: 2761.389160
	Iteration 15Q: 3 clusters Score -597424.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -597460.000000 Penalty: 2761.389160
	Iteration 16Q: 3 clusters Score -597460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -597490.375000 Penalty: 2761.389160
	Iteration 17Q: 3 clusters Score -597490.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -597511.562500 Penalty: 2761.389160
	Iteration 18Q: 3 clusters Score -597511.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -597520.125000 Penalty: 2761.389160
	Iteration 19Q: 3 clusters Score -597520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -597523.937500 Penalty: 2761.389160
	Iteration 20F: 3 clusters Score -597523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -597527.562500 Penalty: 2761.389160
	Iteration 21Q: 3 clusters Score -597527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -597530.812500 Penalty: 2761.389160
	Iteration 22Q: 3 clusters Score -597530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -597536.187500 Penalty: 2761.389160
	Iteration 23Q: 3 clusters Score -597536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -597543.375000 Penalty: 2761.389160
	Iteration 24Q: 3 clusters Score -597543.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -597552.375000 Penalty: 2761.389160
	Iteration 25Q: 3 clusters Score -597552.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -597558.937500 Penalty: 2761.389160
	Iteration 26Q: 3 clusters Score -597558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -597562.437500 Penalty: 2761.389160
	Iteration 27Q: 3 clusters Score -597562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -597568.750000 Penalty: 2761.389160
	Iteration 28Q: 3 clusters Score -597568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -597570.875000 Penalty: 2761.389160
	Iteration 29Q: 3 clusters Score -597570.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -597570.875000 Penalty: 2761.389160
	Iteration 30F: 3 clusters Score -597570.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (180232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180232 members 
Entering Unmasked Estep 
Score: -22545696.000000 Penalty: 1966.575073
	Iteration 0F: 2 clusters Score -2.25457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -22501410.000000 Penalty: 3933.150146
	Iteration 0F: 3 clusters Score -2.250141e+07 nChanged 87281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -22553086.000000 Penalty: 3933.150146
	Iteration 1F: 3 clusters Score -2.255309e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -22554016.000000 Penalty: 3933.150146
	Iteration 2Q: 3 clusters Score -2.255402e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -22555378.000000 Penalty: 3933.150146
	Iteration 3Q: 3 clusters Score -2.255538e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 94592 members 
Entering Unmasked Estep 
Score: -22557298.000000 Penalty: 3933.150146
	Iteration 4F: 3 clusters Score -2.25573e+07 nChanged 14051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83677 members 
Mstep: Class 2 contains 96555 members 
Entering Unmasked Estep 
Score: -22559744.000000 Penalty: 3933.150146
	Iteration 5F: 3 clusters Score -2.255974e+07 nChanged 16864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83143 members 
Mstep: Class 2 contains 97089 members 
Entering Unmasked Estep 
Score: -22566300.000000 Penalty: 3933.150146
	Iteration 6F: 3 clusters Score -2.25663e+07 nChanged 16699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -22575548.000000 Penalty: 3933.150146
	Iteration 7F: 3 clusters Score -2.257555e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -22580258.000000 Penalty: 3933.150146
	Iteration 8F: 3 clusters Score -2.258026e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -22582362.000000 Penalty: 3933.150146
	Iteration 9Q: 3 clusters Score -2.258236e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -22584306.000000 Penalty: 3933.150146
	Iteration 10Q: 3 clusters Score -2.258431e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -22586152.000000 Penalty: 3933.150146
	Iteration 11Q: 3 clusters Score -2.258615e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -22587490.000000 Penalty: 3933.150146
	Iteration 12Q: 3 clusters Score -2.258749e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -22588974.000000 Penalty: 3933.150146
	Iteration 13Q: 3 clusters Score -2.258897e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -22590056.000000 Penalty: 3933.150146
	Iteration 14Q: 3 clusters Score -2.259006e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -22590992.000000 Penalty: 3933.150146
	Iteration 15Q: 3 clusters Score -2.259099e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -22591746.000000 Penalty: 3933.150146
	Iteration 16Q: 3 clusters Score -2.259175e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -22592360.000000 Penalty: 3933.150146
	Iteration 17Q: 3 clusters Score -2.259236e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -22592846.000000 Penalty: 3933.150146
	Iteration 18Q: 3 clusters Score -2.259285e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 85808 members 
Entering Unmasked Estep 
Score: -22593282.000000 Penalty: 3933.150146
	Iteration 19Q: 3 clusters Score -2.259328e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -22593542.000000 Penalty: 3933.150146
	Iteration 20F: 3 clusters Score -2.259354e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95542 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -22593974.000000 Penalty: 3933.150146
	Iteration 21Q: 3 clusters Score -2.259397e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -22594106.000000 Penalty: 3933.150146
	Iteration 22Q: 3 clusters Score -2.259411e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96615 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -22594000.000000 Penalty: 3933.150146
	Iteration 23Q: 3 clusters Score -2.2594e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -22593666.000000 Penalty: 3933.150146
	Iteration 24Q: 3 clusters Score -2.259367e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 82172 members 
Entering Unmasked Estep 
Score: -22592430.000000 Penalty: 3933.150146
	Iteration 25Q: 3 clusters Score -2.259243e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99138 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -22590366.000000 Penalty: 3933.150146
	Iteration 26Q: 3 clusters Score -2.259037e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100449 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -22588542.000000 Penalty: 3933.150146
	Iteration 27Q: 3 clusters Score -2.258854e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -22586270.000000 Penalty: 3933.150146
	Iteration 28Q: 3 clusters Score -2.258627e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102634 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -22583726.000000 Penalty: 3933.150146
	Iteration 29Q: 3 clusters Score -2.258373e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -22581884.000000 Penalty: 3933.150146
	Iteration 30Q: 3 clusters Score -2.258188e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103755 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -22580448.000000 Penalty: 3933.150146
	Iteration 31Q: 3 clusters Score -2.258045e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -22579156.000000 Penalty: 3933.150146
	Iteration 32Q: 3 clusters Score -2.257916e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104165 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -22578092.000000 Penalty: 3933.150146
	Iteration 33Q: 3 clusters Score -2.257809e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104152 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -22577478.000000 Penalty: 3933.150146
	Iteration 34Q: 3 clusters Score -2.257748e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104119 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -22576958.000000 Penalty: 3933.150146
	Iteration 35Q: 3 clusters Score -2.257696e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 76171 members 
Entering Unmasked Estep 
Score: -22576646.000000 Penalty: 3933.150146
	Iteration 36Q: 3 clusters Score -2.257665e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -22576452.000000 Penalty: 3933.150146
	Iteration 37Q: 3 clusters Score -2.257645e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -22576406.000000 Penalty: 3933.150146
	Iteration 38Q: 3 clusters Score -2.257641e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -22576348.000000 Penalty: 3933.150146
	Iteration 39Q: 3 clusters Score -2.257635e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -22577332.000000 Penalty: 3933.150146
	Iteration 40F: 3 clusters Score -2.257733e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103821 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -22576352.000000 Penalty: 3933.150146
	Iteration 41Q: 3 clusters Score -2.257635e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -22575592.000000 Penalty: 3933.150146
	Iteration 42Q: 3 clusters Score -2.257559e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -22574912.000000 Penalty: 3933.150146
	Iteration 43Q: 3 clusters Score -2.257491e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 76198 members 
Entering Unmasked Estep 
Score: -22574394.000000 Penalty: 3933.150146
	Iteration 44Q: 3 clusters Score -2.257439e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -22573886.000000 Penalty: 3933.150146
	Iteration 45Q: 3 clusters Score -2.257389e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104253 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -22573402.000000 Penalty: 3933.150146
	Iteration 46Q: 3 clusters Score -2.25734e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -22573054.000000 Penalty: 3933.150146
	Iteration 47Q: 3 clusters Score -2.257305e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -22572826.000000 Penalty: 3933.150146
	Iteration 48Q: 3 clusters Score -2.257283e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -22572410.000000 Penalty: 3933.150146
	Iteration 49Q: 3 clusters Score -2.257241e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104719 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -22572108.000000 Penalty: 3933.150146
	Iteration 50Q: 3 clusters Score -2.257211e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104806 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -22571896.000000 Penalty: 3933.150146
	Iteration 51Q: 3 clusters Score -2.25719e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -22571642.000000 Penalty: 3933.150146
	Iteration 52Q: 3 clusters Score -2.257164e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -22571418.000000 Penalty: 3933.150146
	Iteration 53Q: 3 clusters Score -2.257142e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104974 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -22571372.000000 Penalty: 3933.150146
	Iteration 54Q: 3 clusters Score -2.257137e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105023 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -22571264.000000 Penalty: 3933.150146
	Iteration 55Q: 3 clusters Score -2.257126e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105056 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -22571262.000000 Penalty: 3933.150146
	Iteration 56Q: 3 clusters Score -2.257126e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105050 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -22571138.000000 Penalty: 3933.150146
	Iteration 57Q: 3 clusters Score -2.257114e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -22571040.000000 Penalty: 3933.150146
	Iteration 58Q: 3 clusters Score -2.257104e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -22571022.000000 Penalty: 3933.150146
	Iteration 59Q: 3 clusters Score -2.257102e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -22570998.000000 Penalty: 3933.150146
	Iteration 60F: 3 clusters Score -2.2571e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105250 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -22570962.000000 Penalty: 3933.150146
	Iteration 61Q: 3 clusters Score -2.257096e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -22571034.000000 Penalty: 3933.150146
	Iteration 62Q: 3 clusters Score -2.257103e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105299 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -22570984.000000 Penalty: 3933.150146
	Iteration 63Q: 3 clusters Score -2.257098e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -22570870.000000 Penalty: 3933.150146
	Iteration 64Q: 3 clusters Score -2.257087e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -22570848.000000 Penalty: 3933.150146
	Iteration 65Q: 3 clusters Score -2.257085e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105384 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -22570842.000000 Penalty: 3933.150146
	Iteration 66Q: 3 clusters Score -2.257084e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105381 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -22570886.000000 Penalty: 3933.150146
	Iteration 67Q: 3 clusters Score -2.257089e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -22570956.000000 Penalty: 3933.150146
	Iteration 68Q: 3 clusters Score -2.257096e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -22571044.000000 Penalty: 3933.150146
	Iteration 69Q: 3 clusters Score -2.257104e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105329 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -22571096.000000 Penalty: 3933.150146
	Iteration 70Q: 3 clusters Score -2.25711e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 74925 members 
Entering Unmasked Estep 
Score: -22571076.000000 Penalty: 3933.150146
	Iteration 71Q: 3 clusters Score -2.257108e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 74941 members 
Entering Unmasked Estep 
Score: -22571112.000000 Penalty: 3933.150146
	Iteration 72Q: 3 clusters Score -2.257111e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105258 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -22571192.000000 Penalty: 3933.150146
	Iteration 73Q: 3 clusters Score -2.257119e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105220 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -22571252.000000 Penalty: 3933.150146
	Iteration 74Q: 3 clusters Score -2.257125e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -22571310.000000 Penalty: 3933.150146
	Iteration 75Q: 3 clusters Score -2.257131e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -22571414.000000 Penalty: 3933.150146
	Iteration 76Q: 3 clusters Score -2.257141e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105088 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -22571510.000000 Penalty: 3933.150146
	Iteration 77Q: 3 clusters Score -2.257151e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -22571662.000000 Penalty: 3933.150146
	Iteration 78Q: 3 clusters Score -2.257166e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
Score: -22571756.000000 Penalty: 3933.150146
	Iteration 79Q: 3 clusters Score -2.257176e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104882 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -22571832.000000 Penalty: 3933.150146
	Iteration 80F: 3 clusters Score -2.257183e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -22571808.000000 Penalty: 3933.150146
	Iteration 81Q: 3 clusters Score -2.257181e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -22571864.000000 Penalty: 3933.150146
	Iteration 82Q: 3 clusters Score -2.257186e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -22571964.000000 Penalty: 3933.150146
	Iteration 83Q: 3 clusters Score -2.257196e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104713 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -22571984.000000 Penalty: 3933.150146
	Iteration 84Q: 3 clusters Score -2.257198e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -22571992.000000 Penalty: 3933.150146
	Iteration 85Q: 3 clusters Score -2.257199e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -22572032.000000 Penalty: 3933.150146
	Iteration 86Q: 3 clusters Score -2.257203e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104594 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -22572060.000000 Penalty: 3933.150146
	Iteration 87Q: 3 clusters Score -2.257206e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -22572106.000000 Penalty: 3933.150146
	Iteration 88Q: 3 clusters Score -2.257211e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -22572126.000000 Penalty: 3933.150146
	Iteration 89Q: 3 clusters Score -2.257213e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -22572122.000000 Penalty: 3933.150146
	Iteration 90Q: 3 clusters Score -2.257212e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 75710 members 
Entering Unmasked Estep 
Score: -22572096.000000 Penalty: 3933.150146
	Iteration 91Q: 3 clusters Score -2.25721e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 75718 members 
Entering Unmasked Estep 
Score: -22572066.000000 Penalty: 3933.150146
	Iteration 92Q: 3 clusters Score -2.257207e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 75723 members 
Entering Unmasked Estep 
Score: -22572070.000000 Penalty: 3933.150146
	Iteration 93Q: 3 clusters Score -2.257207e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -22572038.000000 Penalty: 3933.150146
	Iteration 94Q: 3 clusters Score -2.257204e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -22572054.000000 Penalty: 3933.150146
	Iteration 95Q: 3 clusters Score -2.257205e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -22572068.000000 Penalty: 3933.150146
	Iteration 96Q: 3 clusters Score -2.257207e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -22572090.000000 Penalty: 3933.150146
	Iteration 97Q: 3 clusters Score -2.257209e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -22572096.000000 Penalty: 3933.150146
	Iteration 98Q: 3 clusters Score -2.25721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -22572096.000000 Penalty: 3933.150146
	Iteration 99Q: 3 clusters Score -2.25721e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -22572074.000000 Penalty: 3933.150146
	Iteration 100F: 3 clusters Score -2.257207e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -22572094.000000 Penalty: 3933.150146
	Iteration 101Q: 3 clusters Score -2.257209e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104446 members 
Mstep: Class 2 contains 75786 members 
Entering Unmasked Estep 
Score: -22572126.000000 Penalty: 3933.150146
	Iteration 102Q: 3 clusters Score -2.257213e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -22572098.000000 Penalty: 3933.150146
	Iteration 103Q: 3 clusters Score -2.25721e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104430 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -22572092.000000 Penalty: 3933.150146
	Iteration 104Q: 3 clusters Score -2.257209e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104417 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -22572076.000000 Penalty: 3933.150146
	Iteration 105Q: 3 clusters Score -2.257208e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -22572064.000000 Penalty: 3933.150146
	Iteration 106Q: 3 clusters Score -2.257206e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -22572072.000000 Penalty: 3933.150146
	Iteration 107Q: 3 clusters Score -2.257207e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -22572072.000000 Penalty: 3933.150146
	Iteration 108Q: 3 clusters Score -2.257207e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104389 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -22572098.000000 Penalty: 3933.150146
	Iteration 109Q: 3 clusters Score -2.25721e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104382 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -22572082.000000 Penalty: 3933.150146
	Iteration 110Q: 3 clusters Score -2.257208e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -22572084.000000 Penalty: 3933.150146
	Iteration 111Q: 3 clusters Score -2.257208e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -22572074.000000 Penalty: 3933.150146
	Iteration 112Q: 3 clusters Score -2.257207e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104415 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -22572052.000000 Penalty: 3933.150146
	Iteration 113Q: 3 clusters Score -2.257205e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -22572024.000000 Penalty: 3933.150146
	Iteration 114Q: 3 clusters Score -2.257202e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104428 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -22572018.000000 Penalty: 3933.150146
	Iteration 115Q: 3 clusters Score -2.257202e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104432 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -22571982.000000 Penalty: 3933.150146
	Iteration 116Q: 3 clusters Score -2.257198e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
Score: -22571948.000000 Penalty: 3933.150146
	Iteration 117Q: 3 clusters Score -2.257195e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -22571942.000000 Penalty: 3933.150146
	Iteration 118Q: 3 clusters Score -2.257194e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104402 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -22571968.000000 Penalty: 3933.150146
	Iteration 119Q: 3 clusters Score -2.257197e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104407 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -22571972.000000 Penalty: 3933.150146
	Iteration 120F: 3 clusters Score -2.257197e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -22571966.000000 Penalty: 3933.150146
	Iteration 121Q: 3 clusters Score -2.257197e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -22571952.000000 Penalty: 3933.150146
	Iteration 122Q: 3 clusters Score -2.257195e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -22571990.000000 Penalty: 3933.150146
	Iteration 123Q: 3 clusters Score -2.257199e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -22571972.000000 Penalty: 3933.150146
	Iteration 124Q: 3 clusters Score -2.257197e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -22571992.000000 Penalty: 3933.150146
	Iteration 125Q: 3 clusters Score -2.257199e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -22571964.000000 Penalty: 3933.150146
	Iteration 126Q: 3 clusters Score -2.257196e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -22571944.000000 Penalty: 3933.150146
	Iteration 127Q: 3 clusters Score -2.257194e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 75708 members 
Entering Unmasked Estep 
Score: -22571906.000000 Penalty: 3933.150146
	Iteration 128Q: 3 clusters Score -2.257191e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -22571906.000000 Penalty: 3933.150146
	Iteration 129Q: 3 clusters Score -2.257191e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -22571934.000000 Penalty: 3933.150146
	Iteration 130Q: 3 clusters Score -2.257193e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -22571840.000000 Penalty: 3933.150146
	Iteration 131Q: 3 clusters Score -2.257184e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104562 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -22571820.000000 Penalty: 3933.150146
	Iteration 132Q: 3 clusters Score -2.257182e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -22571792.000000 Penalty: 3933.150146
	Iteration 133Q: 3 clusters Score -2.257179e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -22571808.000000 Penalty: 3933.150146
	Iteration 134Q: 3 clusters Score -2.257181e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -22571766.000000 Penalty: 3933.150146
	Iteration 135Q: 3 clusters Score -2.257177e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104587 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -22571792.000000 Penalty: 3933.150146
	Iteration 136Q: 3 clusters Score -2.257179e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -22571780.000000 Penalty: 3933.150146
	Iteration 137Q: 3 clusters Score -2.257178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -22571816.000000 Penalty: 3933.150146
	Iteration 138Q: 3 clusters Score -2.257182e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -22571766.000000 Penalty: 3933.150146
	Iteration 139Q: 3 clusters Score -2.257177e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -22571716.000000 Penalty: 3933.150146
	Iteration 140F: 3 clusters Score -2.257172e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -22571678.000000 Penalty: 3933.150146
	Iteration 141Q: 3 clusters Score -2.257168e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -22571706.000000 Penalty: 3933.150146
	Iteration 142Q: 3 clusters Score -2.257171e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 75619 members 
Entering Unmasked Estep 
Score: -22571716.000000 Penalty: 3933.150146
	Iteration 143Q: 3 clusters Score -2.257172e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -22571744.000000 Penalty: 3933.150146
	Iteration 144Q: 3 clusters Score -2.257174e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75619 members 
Entering Unmasked Estep 
Score: -22571742.000000 Penalty: 3933.150146
	Iteration 145Q: 3 clusters Score -2.257174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -22571728.000000 Penalty: 3933.150146
	Iteration 146Q: 3 clusters Score -2.257173e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -22571716.000000 Penalty: 3933.150146
	Iteration 147Q: 3 clusters Score -2.257172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -22571710.000000 Penalty: 3933.150146
	Iteration 148Q: 3 clusters Score -2.257171e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -22571698.000000 Penalty: 3933.150146
	Iteration 149Q: 3 clusters Score -2.25717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -22571670.000000 Penalty: 3933.150146
	Iteration 150Q: 3 clusters Score -2.257167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -22571628.000000 Penalty: 3933.150146
	Iteration 151Q: 3 clusters Score -2.257163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -22571650.000000 Penalty: 3933.150146
	Iteration 152Q: 3 clusters Score -2.257165e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -22571644.000000 Penalty: 3933.150146
	Iteration 153Q: 3 clusters Score -2.257164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104656 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -22571646.000000 Penalty: 3933.150146
	Iteration 154Q: 3 clusters Score -2.257165e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -22571646.000000 Penalty: 3933.150146
	Iteration 155Q: 3 clusters Score -2.257165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -22571668.000000 Penalty: 3933.150146
	Iteration 156Q: 3 clusters Score -2.257167e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -22571664.000000 Penalty: 3933.150146
	Iteration 157Q: 3 clusters Score -2.257166e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104670 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -22571702.000000 Penalty: 3933.150146
	Iteration 158Q: 3 clusters Score -2.25717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -22571738.000000 Penalty: 3933.150146
	Iteration 159Q: 3 clusters Score -2.257174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -22571720.000000 Penalty: 3933.150146
	Iteration 160F: 3 clusters Score -2.257172e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -22571706.000000 Penalty: 3933.150146
	Iteration 161Q: 3 clusters Score -2.257171e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104656 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -22571716.000000 Penalty: 3933.150146
	Iteration 162Q: 3 clusters Score -2.257172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104655 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -22571718.000000 Penalty: 3933.150146
	Iteration 163Q: 3 clusters Score -2.257172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104656 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -22571732.000000 Penalty: 3933.150146
	Iteration 164Q: 3 clusters Score -2.257173e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -22571734.000000 Penalty: 3933.150146
	Iteration 165Q: 3 clusters Score -2.257173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -22571730.000000 Penalty: 3933.150146
	Iteration 166Q: 3 clusters Score -2.257173e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -22571738.000000 Penalty: 3933.150146
	Iteration 167Q: 3 clusters Score -2.257174e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104661 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -22571728.000000 Penalty: 3933.150146
	Iteration 168Q: 3 clusters Score -2.257173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104659 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -22571738.000000 Penalty: 3933.150146
	Iteration 169Q: 3 clusters Score -2.257174e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -22571750.000000 Penalty: 3933.150146
	Iteration 170Q: 3 clusters Score -2.257175e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104654 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -22571754.000000 Penalty: 3933.150146
	Iteration 171Q: 3 clusters Score -2.257175e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -22571750.000000 Penalty: 3933.150146
	Iteration 172Q: 3 clusters Score -2.257175e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -22571782.000000 Penalty: 3933.150146
	Iteration 173Q: 3 clusters Score -2.257178e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -22571778.000000 Penalty: 3933.150146
	Iteration 174Q: 3 clusters Score -2.257178e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -22571786.000000 Penalty: 3933.150146
	Iteration 175Q: 3 clusters Score -2.257179e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -22571796.000000 Penalty: 3933.150146
	Iteration 176Q: 3 clusters Score -2.25718e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -22571812.000000 Penalty: 3933.150146
	Iteration 177Q: 3 clusters Score -2.257181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -22571822.000000 Penalty: 3933.150146
	Iteration 178Q: 3 clusters Score -2.257182e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -22571802.000000 Penalty: 3933.150146
	Iteration 179Q: 3 clusters Score -2.25718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -22571804.000000 Penalty: 3933.150146
	Iteration 180F: 3 clusters Score -2.25718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104696 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -22571796.000000 Penalty: 3933.150146
	Iteration 181Q: 3 clusters Score -2.25718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -22571816.000000 Penalty: 3933.150146
	Iteration 182Q: 3 clusters Score -2.257182e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104689 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -22571808.000000 Penalty: 3933.150146
	Iteration 183Q: 3 clusters Score -2.257181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -22571796.000000 Penalty: 3933.150146
	Iteration 184Q: 3 clusters Score -2.25718e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -22571810.000000 Penalty: 3933.150146
	Iteration 185Q: 3 clusters Score -2.257181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -22571798.000000 Penalty: 3933.150146
	Iteration 186Q: 3 clusters Score -2.25718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -22571822.000000 Penalty: 3933.150146
	Iteration 187Q: 3 clusters Score -2.257182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104679 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -22571838.000000 Penalty: 3933.150146
	Iteration 188Q: 3 clusters Score -2.257184e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -22571838.000000 Penalty: 3933.150146
	Iteration 189Q: 3 clusters Score -2.257184e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -22571844.000000 Penalty: 3933.150146
	Iteration 190Q: 3 clusters Score -2.257184e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 75560 members 
Entering Unmasked Estep 
Score: -22571838.000000 Penalty: 3933.150146
	Iteration 191Q: 3 clusters Score -2.257184e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -22571838.000000 Penalty: 3933.150146
	Iteration 192Q: 3 clusters Score -2.257184e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104659 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -22571854.000000 Penalty: 3933.150146
	Iteration 193Q: 3 clusters Score -2.257185e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -22571834.000000 Penalty: 3933.150146
	Iteration 194Q: 3 clusters Score -2.257183e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -22571868.000000 Penalty: 3933.150146
	Iteration 195Q: 3 clusters Score -2.257187e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -22571870.000000 Penalty: 3933.150146
	Iteration 196Q: 3 clusters Score -2.257187e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -22571908.000000 Penalty: 3933.150146
	Iteration 197Q: 3 clusters Score -2.257191e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -22571874.000000 Penalty: 3933.150146
	Iteration 198Q: 3 clusters Score -2.257187e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -22571858.000000 Penalty: 3933.150146
	Iteration 199Q: 3 clusters Score -2.257186e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -22571858.000000 Penalty: 3933.150146
	Iteration 200F: 3 clusters Score -2.257186e+07 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22571848.000000 Penalty: 3933.150146
	Iteration 201Q: 3 clusters Score -2.257185e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -22571860.000000 Penalty: 3933.150146
	Iteration 202Q: 3 clusters Score -2.257186e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75555 members 
Entering Unmasked Estep 
Score: -22571842.000000 Penalty: 3933.150146
	Iteration 203Q: 3 clusters Score -2.257184e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -22571830.000000 Penalty: 3933.150146
	Iteration 204Q: 3 clusters Score -2.257183e+07 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22571834.000000 Penalty: 3933.150146
	Iteration 205Q: 3 clusters Score -2.257183e+07 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22571832.000000 Penalty: 3933.150146
	Iteration 206Q: 3 clusters Score -2.257183e+07 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22571804.000000 Penalty: 3933.150146
	Iteration 207Q: 3 clusters Score -2.25718e+07 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22571812.000000 Penalty: 3933.150146
	Iteration 208Q: 3 clusters Score -2.257181e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -22571846.000000 Penalty: 3933.150146
	Iteration 209Q: 3 clusters Score -2.257185e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -22571838.000000 Penalty: 3933.150146
	Iteration 210Q: 3 clusters Score -2.257184e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -22571838.000000 Penalty: 3933.150146
	Iteration 211Q: 3 clusters Score -2.257184e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -22571844.000000 Penalty: 3933.150146
	Iteration 212Q: 3 clusters Score -2.257184e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75517 members 
Entering Unmasked Estep 
Score: -22571820.000000 Penalty: 3933.150146
	Iteration 213Q: 3 clusters Score -2.257182e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -22571794.000000 Penalty: 3933.150146
	Iteration 214Q: 3 clusters Score -2.257179e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -22571790.000000 Penalty: 3933.150146
	Iteration 215Q: 3 clusters Score -2.257179e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2.257179e+07 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2.257175e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -22571752.000000 Penalty: 3933.150146
	Iteration 218Q: 3 clusters Score -2.257175e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -22571774.000000 Penalty: 3933.150146
	Iteration 219Q: 3 clusters Score -2.257177e+07 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22571768.000000 Penalty: 3933.150146
	Iteration 220F: 3 clusters Score -2.257177e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -22571764.000000 Penalty: 3933.150146
	Iteration 221Q: 3 clusters Score -2.257176e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2.257176e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -22571762.000000 Penalty: 3933.150146
	Iteration 223Q: 3 clusters Score -2.257176e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2.257176e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2.257175e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2.257177e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2.257176e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2.257176e+07 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22571756.000000 Penalty: 3933.150146
	Iteration 229Q: 3 clusters Score -2.257176e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -22571736.000000 Penalty: 3933.150146
	Iteration 230Q: 3 clusters Score -2.257174e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -22571748.000000 Penalty: 3933.150146
	Iteration 231Q: 3 clusters Score -2.257175e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -22571750.000000 Penalty: 3933.150146
	Iteration 232Q: 3 clusters Score -2.257175e+07 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -2.257174e+07 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22571738.000000 Penalty: 3933.150146
	Iteration 234Q: 3 clusters Score -2.257174e+07 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22571734.000000 Penalty: 3933.150146
	Iteration 235Q: 3 clusters Score -2.257173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -22571734.000000 Penalty: 3933.150146
	Iteration 236Q: 3 clusters Score -2.257173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -22571746.000000 Penalty: 3933.150146
	Iteration 237Q: 3 clusters Score -2.257175e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -22571728.000000 Penalty: 3933.150146
	Iteration 238Q: 3 clusters Score -2.257173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -22571720.000000 Penalty: 3933.150146
	Iteration 239Q: 3 clusters Score -2.257172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -22571726.000000 Penalty: 3933.150146
	Iteration 240F: 3 clusters Score -2.257173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -22571726.000000 Penalty: 3933.150146
	Iteration 241Q: 3 clusters Score -2.257173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104777 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -22571734.000000 Penalty: 3933.150146
	Iteration 242Q: 3 clusters Score -2.257173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104780 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -22571728.000000 Penalty: 3933.150146
	Iteration 243Q: 3 clusters Score -2.257173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104782 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -22571734.000000 Penalty: 3933.150146
	Iteration 244Q: 3 clusters Score -2.257173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104778 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -22571720.000000 Penalty: 3933.150146
	Iteration 245Q: 3 clusters Score -2.257172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -22571712.000000 Penalty: 3933.150146
	Iteration 246Q: 3 clusters Score -2.257171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -22571738.000000 Penalty: 3933.150146
	Iteration 247Q: 3 clusters Score -2.257174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -22571736.000000 Penalty: 3933.150146
	Iteration 248Q: 3 clusters Score -2.257174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -22571732.000000 Penalty: 3933.150146
	Iteration 249Q: 3 clusters Score -2.257173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104772 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -22571732.000000 Penalty: 3933.150146
	Iteration 250Q: 3 clusters Score -2.257173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104773 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -22571734.000000 Penalty: 3933.150146
	Iteration 251Q: 3 clusters Score -2.257173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -22571730.000000 Penalty: 3933.150146
	Iteration 252Q: 3 clusters Score -2.257173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -22571734.000000 Penalty: 3933.150146
	Iteration 253Q: 3 clusters Score -2.257173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -22571722.000000 Penalty: 3933.150146
	Iteration 254Q: 3 clusters Score -2.257172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104777 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -22571714.000000 Penalty: 3933.150146
	Iteration 255Q: 3 clusters Score -2.257171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -22571716.000000 Penalty: 3933.150146
	Iteration 256Q: 3 clusters Score -2.257172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -22571728.000000 Penalty: 3933.150146
	Iteration 257Q: 3 clusters Score -2.257173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104770 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -22571722.000000 Penalty: 3933.150146
	Iteration 258Q: 3 clusters Score -2.257172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -22571722.000000 Penalty: 3933.150146
	Iteration 259Q: 3 clusters Score -2.257172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104765 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -22571728.000000 Penalty: 3933.150146
	Iteration 260F: 3 clusters Score -2.257173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104765 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -22571722.000000 Penalty: 3933.150146
	Iteration 261Q: 3 clusters Score -2.257172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104764 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -22571742.000000 Penalty: 3933.150146
	Iteration 262Q: 3 clusters Score -2.257174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104764 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -22571742.000000 Penalty: 3933.150146
	Iteration 263F: 3 clusters Score -2.257174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 114434 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 16 contains 75468 members 
Mstep: Class 19 contains 107682 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 178918 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 19248 members 
Entering Unmasked Estep 
Score: -102060352.000000 Penalty: 48772.281250
Splitting cluster 8 changes total score from -102026496.000000 to -102060352.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 9 (114434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114434 members 
Entering Unmasked Estep 
Score: -14322335.000000 Penalty: 1892.760010
	Iteration 0F: 2 clusters Score -1.432234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -14271900.000000 Penalty: 3785.520020
	Iteration 0F: 3 clusters Score -1.42719e+07 nChanged 55097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -14304497.000000 Penalty: 3785.520020
	Iteration 1F: 3 clusters Score -1.43045e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -14305820.000000 Penalty: 3785.520020
	Iteration 2Q: 3 clusters Score -1.430582e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -14307379.000000 Penalty: 3785.520020
	Iteration 3Q: 3 clusters Score -1.430738e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -14309888.000000 Penalty: 3785.520020
	Iteration 4Q: 3 clusters Score -1.430989e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -14313570.000000 Penalty: 3785.520020
	Iteration 5F: 3 clusters Score -1.431357e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -14319169.000000 Penalty: 3785.520020
	Iteration 6F: 3 clusters Score -1.431917e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -14325724.000000 Penalty: 3785.520020
	Iteration 7F: 3 clusters Score -1.432572e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -14330368.000000 Penalty: 3785.520020
	Iteration 8F: 3 clusters Score -1.433037e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -14332402.000000 Penalty: 3785.520020
	Iteration 9Q: 3 clusters Score -1.43324e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -14333315.000000 Penalty: 3785.520020
	Iteration 10Q: 3 clusters Score -1.433332e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -14333977.000000 Penalty: 3785.520020
	Iteration 11Q: 3 clusters Score -1.433398e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -14334697.000000 Penalty: 3785.520020
	Iteration 12Q: 3 clusters Score -1.43347e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -14335517.000000 Penalty: 3785.520020
	Iteration 13Q: 3 clusters Score -1.433552e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -14336293.000000 Penalty: 3785.520020
	Iteration 14Q: 3 clusters Score -1.433629e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -14337000.000000 Penalty: 3785.520020
	Iteration 15Q: 3 clusters Score -1.4337e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -14337388.000000 Penalty: 3785.520020
	Iteration 16Q: 3 clusters Score -1.433739e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -14337666.000000 Penalty: 3785.520020
	Iteration 17Q: 3 clusters Score -1.433767e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -14337972.000000 Penalty: 3785.520020
	Iteration 18Q: 3 clusters Score -1.433797e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -14338303.000000 Penalty: 3785.520020
	Iteration 19Q: 3 clusters Score -1.43383e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -14338574.000000 Penalty: 3785.520020
	Iteration 20F: 3 clusters Score -1.433857e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -14338690.000000 Penalty: 3785.520020
	Iteration 21Q: 3 clusters Score -1.433869e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -14338847.000000 Penalty: 3785.520020
	Iteration 22Q: 3 clusters Score -1.433885e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -14338843.000000 Penalty: 3785.520020
	Iteration 23Q: 3 clusters Score -1.433884e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -14338909.000000 Penalty: 3785.520020
	Iteration 24Q: 3 clusters Score -1.433891e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -14338865.000000 Penalty: 3785.520020
	Iteration 25Q: 3 clusters Score -1.433886e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -14338826.000000 Penalty: 3785.520020
	Iteration 26Q: 3 clusters Score -1.433883e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -14338748.000000 Penalty: 3785.520020
	Iteration 27Q: 3 clusters Score -1.433875e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -14338732.000000 Penalty: 3785.520020
	Iteration 28Q: 3 clusters Score -1.433873e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -14338699.000000 Penalty: 3785.520020
	Iteration 29Q: 3 clusters Score -1.43387e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -14338681.000000 Penalty: 3785.520020
	Iteration 30Q: 3 clusters Score -1.433868e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -14338608.000000 Penalty: 3785.520020
	Iteration 31Q: 3 clusters Score -1.433861e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -14338570.000000 Penalty: 3785.520020
	Iteration 32Q: 3 clusters Score -1.433857e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -14338551.000000 Penalty: 3785.520020
	Iteration 33Q: 3 clusters Score -1.433855e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 88094 members 
Entering Unmasked Estep 
Score: -14338517.000000 Penalty: 3785.520020
	Iteration 34Q: 3 clusters Score -1.433852e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
Score: -14338460.000000 Penalty: 3785.520020
	Iteration 35Q: 3 clusters Score -1.433846e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -14338454.000000 Penalty: 3785.520020
	Iteration 36Q: 3 clusters Score -1.433845e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 88306 members 
Entering Unmasked Estep 
Score: -14338456.000000 Penalty: 3785.520020
	Iteration 37Q: 3 clusters Score -1.433846e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -14338460.000000 Penalty: 3785.520020
	Iteration 38Q: 3 clusters Score -1.433846e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -14338470.000000 Penalty: 3785.520020
	Iteration 39Q: 3 clusters Score -1.433847e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -14338438.000000 Penalty: 3785.520020
	Iteration 40F: 3 clusters Score -1.433844e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -14338415.000000 Penalty: 3785.520020
	Iteration 41Q: 3 clusters Score -1.433842e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 88506 members 
Entering Unmasked Estep 
Score: -14338414.000000 Penalty: 3785.520020
	Iteration 42Q: 3 clusters Score -1.433841e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 88530 members 
Entering Unmasked Estep 
Score: -14338420.000000 Penalty: 3785.520020
	Iteration 43Q: 3 clusters Score -1.433842e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -14338418.000000 Penalty: 3785.520020
	Iteration 44Q: 3 clusters Score -1.433842e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 88589 members 
Entering Unmasked Estep 
Score: -14338397.000000 Penalty: 3785.520020
	Iteration 45Q: 3 clusters Score -1.43384e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 88613 members 
Entering Unmasked Estep 
Score: -14338391.000000 Penalty: 3785.520020
	Iteration 46Q: 3 clusters Score -1.433839e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 88629 members 
Entering Unmasked Estep 
Score: -14338391.000000 Penalty: 3785.520020
	Iteration 47Q: 3 clusters Score -1.433839e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 88635 members 
Entering Unmasked Estep 
Score: -14338393.000000 Penalty: 3785.520020
	Iteration 48Q: 3 clusters Score -1.433839e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -14338375.000000 Penalty: 3785.520020
	Iteration 49Q: 3 clusters Score -1.433838e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -14338355.000000 Penalty: 3785.520020
	Iteration 50Q: 3 clusters Score -1.433836e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -14338343.000000 Penalty: 3785.520020
	Iteration 51Q: 3 clusters Score -1.433834e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -14338325.000000 Penalty: 3785.520020
	Iteration 52Q: 3 clusters Score -1.433832e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 88672 members 
Entering Unmasked Estep 
Score: -14338298.000000 Penalty: 3785.520020
	Iteration 53Q: 3 clusters Score -1.43383e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 88678 members 
Entering Unmasked Estep 
Score: -14338319.000000 Penalty: 3785.520020
	Iteration 54Q: 3 clusters Score -1.433832e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -14338335.000000 Penalty: 3785.520020
	Iteration 55Q: 3 clusters Score -1.433834e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -14338339.000000 Penalty: 3785.520020
	Iteration 56Q: 3 clusters Score -1.433834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -14338342.000000 Penalty: 3785.520020
	Iteration 57Q: 3 clusters Score -1.433834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 88702 members 
Entering Unmasked Estep 
Score: -14338350.000000 Penalty: 3785.520020
	Iteration 58Q: 3 clusters Score -1.433835e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -14338359.000000 Penalty: 3785.520020
	Iteration 59Q: 3 clusters Score -1.433836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -14338355.000000 Penalty: 3785.520020
	Iteration 60F: 3 clusters Score -1.433836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -14338348.000000 Penalty: 3785.520020
	Iteration 61Q: 3 clusters Score -1.433835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -14338342.000000 Penalty: 3785.520020
	Iteration 62Q: 3 clusters Score -1.433834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 88709 members 
Entering Unmasked Estep 
Score: -14338332.000000 Penalty: 3785.520020
	Iteration 63Q: 3 clusters Score -1.433833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -14338327.000000 Penalty: 3785.520020
	Iteration 64Q: 3 clusters Score -1.433833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -14338335.000000 Penalty: 3785.520020
	Iteration 65Q: 3 clusters Score -1.433834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -14338340.000000 Penalty: 3785.520020
	Iteration 66Q: 3 clusters Score -1.433834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -14338342.000000 Penalty: 3785.520020
	Iteration 67Q: 3 clusters Score -1.433834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -14338343.000000 Penalty: 3785.520020
	Iteration 68Q: 3 clusters Score -1.433834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -14338340.000000 Penalty: 3785.520020
	Iteration 69Q: 3 clusters Score -1.433834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -14338331.000000 Penalty: 3785.520020
	Iteration 70Q: 3 clusters Score -1.433833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -14338338.000000 Penalty: 3785.520020
	Iteration 71Q: 3 clusters Score -1.433834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -14338343.000000 Penalty: 3785.520020
	Iteration 72Q: 3 clusters Score -1.433834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -14338340.000000 Penalty: 3785.520020
	Iteration 73Q: 3 clusters Score -1.433834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -14338337.000000 Penalty: 3785.520020
	Iteration 74Q: 3 clusters Score -1.433834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -14338344.000000 Penalty: 3785.520020
	Iteration 75Q: 3 clusters Score -1.433834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -14338335.000000 Penalty: 3785.520020
	Iteration 76Q: 3 clusters Score -1.433834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 88758 members 
Entering Unmasked Estep 
Score: -14338348.000000 Penalty: 3785.520020
	Iteration 77Q: 3 clusters Score -1.433835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -14338329.000000 Penalty: 3785.520020
	Iteration 78Q: 3 clusters Score -1.433833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -14338337.000000 Penalty: 3785.520020
	Iteration 79Q: 3 clusters Score -1.433834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 88791 members 
Entering Unmasked Estep 
Score: -14338333.000000 Penalty: 3785.520020
	Iteration 80F: 3 clusters Score -1.433833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -14338327.000000 Penalty: 3785.520020
	Iteration 81Q: 3 clusters Score -1.433833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -14338334.000000 Penalty: 3785.520020
	Iteration 82Q: 3 clusters Score -1.433833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -14338338.000000 Penalty: 3785.520020
	Iteration 83Q: 3 clusters Score -1.433834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -14338335.000000 Penalty: 3785.520020
	Iteration 84Q: 3 clusters Score -1.433834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -14338338.000000 Penalty: 3785.520020
	Iteration 85Q: 3 clusters Score -1.433834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -14338344.000000 Penalty: 3785.520020
	Iteration 86Q: 3 clusters Score -1.433834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -14338338.000000 Penalty: 3785.520020
	Iteration 87Q: 3 clusters Score -1.433834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -14338349.000000 Penalty: 3785.520020
	Iteration 88Q: 3 clusters Score -1.433835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -14338362.000000 Penalty: 3785.520020
	Iteration 89Q: 3 clusters Score -1.433836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -14338344.000000 Penalty: 3785.520020
	Iteration 90Q: 3 clusters Score -1.433834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -14338351.000000 Penalty: 3785.520020
	Iteration 91Q: 3 clusters Score -1.433835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -14338347.000000 Penalty: 3785.520020
	Iteration 92Q: 3 clusters Score -1.433835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -14338347.000000 Penalty: 3785.520020
	Iteration 93Q: 3 clusters Score -1.433835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -14338350.000000 Penalty: 3785.520020
	Iteration 94Q: 3 clusters Score -1.433835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -14338346.000000 Penalty: 3785.520020
	Iteration 95Q: 3 clusters Score -1.433835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -14338350.000000 Penalty: 3785.520020
	Iteration 96Q: 3 clusters Score -1.433835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -14338345.000000 Penalty: 3785.520020
	Iteration 97Q: 3 clusters Score -1.433834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -14338345.000000 Penalty: 3785.520020
	Iteration 98F: 3 clusters Score -1.433834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 25621 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 16 contains 75468 members 
Mstep: Class 17 contains 88813 members 
Mstep: Class 19 contains 107682 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 178918 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 19248 members 
Entering Unmasked Estep 
Score: -102077504.000000 Penalty: 50989.203125
Splitting cluster 9 changes total score from -102026496.000000 to -102077504.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -75862.742188 Penalty: 1113.317505
	Iteration 0F: 2 clusters Score -75862.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75058.578125 Penalty: 2226.635010
	Iteration 0F: 3 clusters Score -75058.58 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -76637.468750 Penalty: 2226.635010
	Iteration 1F: 3 clusters Score -76637.47 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -77444.906250 Penalty: 2226.635010
	Iteration 2F: 3 clusters Score -77444.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -78055.742188 Penalty: 2226.635010
	Iteration 3F: 3 clusters Score -78055.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -78374.984375 Penalty: 2226.635010
	Iteration 4F: 3 clusters Score -78374.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -78652.640625 Penalty: 2226.635010
	Iteration 5Q: 3 clusters Score -78652.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -78772.125000 Penalty: 2226.635010
	Iteration 6Q: 3 clusters Score -78772.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -78864.250000 Penalty: 2226.635010
	Iteration 7Q: 3 clusters Score -78864.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -78914.023438 Penalty: 2226.635010
	Iteration 8Q: 3 clusters Score -78914.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -78927.890625 Penalty: 2226.635010
	Iteration 9Q: 3 clusters Score -78927.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -78944.335938 Penalty: 2226.635010
	Iteration 10Q: 3 clusters Score -78944.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -78967.695312 Penalty: 2226.635010
	Iteration 11Q: 3 clusters Score -78967.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -78992.367188 Penalty: 2226.635010
	Iteration 12Q: 3 clusters Score -78992.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -79009.234375 Penalty: 2226.635010
	Iteration 13Q: 3 clusters Score -79009.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -79011.554688 Penalty: 2226.635010
	Iteration 14Q: 3 clusters Score -79011.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -79012.843750 Penalty: 2226.635010
	Iteration 15Q: 3 clusters Score -79012.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -79015.156250 Penalty: 2226.635010
	Iteration 16Q: 3 clusters Score -79015.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -79015.156250 Penalty: 2226.635010
	Iteration 17F: 3 clusters Score -79015.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 25621 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 16 contains 75468 members 
Mstep: Class 17 contains 88813 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 107682 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 178918 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 19248 members 
Entering Unmasked Estep 
Score: -102079584.000000 Penalty: 53206.125000
Splitting cluster 10 changes total score from -102026496.000000 to -102079584.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 11 (3102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Entering Unmasked Estep 
Score: -348376.531250 Penalty: 1306.467896
	Iteration 0F: 2 clusters Score -348376.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -345641.031250 Penalty: 2612.935791
	Iteration 0F: 3 clusters Score -345641 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -346418.937500 Penalty: 2612.935791
	Iteration 1F: 3 clusters Score -346418.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -346713.593750 Penalty: 2612.935791
	Iteration 2F: 3 clusters Score -346713.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -347192.625000 Penalty: 2612.935791
	Iteration 3F: 3 clusters Score -347192.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -347834.062500 Penalty: 2612.935791
	Iteration 4F: 3 clusters Score -347834.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -348364.218750 Penalty: 2612.935791
	Iteration 5F: 3 clusters Score -348364.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -348651.500000 Penalty: 2612.935791
	Iteration 6F: 3 clusters Score -348651.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -348781.562500 Penalty: 2612.935791
	Iteration 7Q: 3 clusters Score -348781.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -348830.031250 Penalty: 2612.935791
	Iteration 8Q: 3 clusters Score -348830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -348850.156250 Penalty: 2612.935791
	Iteration 9Q: 3 clusters Score -348850.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -348862.218750 Penalty: 2612.935791
	Iteration 10Q: 3 clusters Score -348862.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -348868.156250 Penalty: 2612.935791
	Iteration 11Q: 3 clusters Score -348868.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -348873.843750 Penalty: 2612.935791
	Iteration 12Q: 3 clusters Score -348873.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -348878.562500 Penalty: 2612.935791
	Iteration 13Q: 3 clusters Score -348878.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -348885.531250 Penalty: 2612.935791
	Iteration 14Q: 3 clusters Score -348885.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -348892.375000 Penalty: 2612.935791
	Iteration 15Q: 3 clusters Score -348892.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -348904.656250 Penalty: 2612.935791
	Iteration 16Q: 3 clusters Score -348904.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -348910.656250 Penalty: 2612.935791
	Iteration 17Q: 3 clusters Score -348910.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -348917.312500 Penalty: 2612.935791
	Iteration 18Q: 3 clusters Score -348917.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -348921.281250 Penalty: 2612.935791
	Iteration 19Q: 3 clusters Score -348921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -348925.000000 Penalty: 2612.935791
	Iteration 20F: 3 clusters Score -348925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -348928.562500 Penalty: 2612.935791
	Iteration 21Q: 3 clusters Score -348928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -348931.562500 Penalty: 2612.935791
	Iteration 22Q: 3 clusters Score -348931.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -348940.000000 Penalty: 2612.935791
	Iteration 23Q: 3 clusters Score -348940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -348949.781250 Penalty: 2612.935791
	Iteration 24Q: 3 clusters Score -348949.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -348958.875000 Penalty: 2612.935791
	Iteration 25Q: 3 clusters Score -348958.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -348976.187500 Penalty: 2612.935791
	Iteration 26Q: 3 clusters Score -348976.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -349016.000000 Penalty: 2612.935791
	Iteration 27Q: 3 clusters Score -349016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -349056.687500 Penalty: 2612.935791
	Iteration 28Q: 3 clusters Score -349056.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -349078.968750 Penalty: 2612.935791
	Iteration 29Q: 3 clusters Score -349079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -349088.968750 Penalty: 2612.935791
	Iteration 30Q: 3 clusters Score -349089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -349109.187500 Penalty: 2612.935791
	Iteration 31Q: 3 clusters Score -349109.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -349122.406250 Penalty: 2612.935791
	Iteration 32Q: 3 clusters Score -349122.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -349130.031250 Penalty: 2612.935791
	Iteration 33Q: 3 clusters Score -349130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -349133.843750 Penalty: 2612.935791
	Iteration 34Q: 3 clusters Score -349133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -349135.375000 Penalty: 2612.935791
	Iteration 35Q: 3 clusters Score -349135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -349135.375000 Penalty: 2612.935791
	Iteration 36F: 3 clusters Score -349135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 25621 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 16 contains 75468 members 
Mstep: Class 17 contains 88813 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 107682 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 178918 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 19248 members 
Mstep: Class 25 contains 953 members 
Entering Unmasked Estep 
Score: -102079384.000000 Penalty: 55423.046875
Splitting cluster 11 changes total score from -102026496.000000 to -102079384.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (7872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Entering Unmasked Estep 
Score: -968798.937500 Penalty: 1457.798462
	Iteration 0F: 2 clusters Score -968798.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -962999.500000 Penalty: 2915.596924
	Iteration 0F: 3 clusters Score -962999.5 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -964668.187500 Penalty: 2915.596924
	Iteration 1F: 3 clusters Score -964668.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -964942.937500 Penalty: 2915.596924
	Iteration 2F: 3 clusters Score -964942.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -965219.875000 Penalty: 2915.596924
	Iteration 3F: 3 clusters Score -965219.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -965488.125000 Penalty: 2915.596924
	Iteration 4F: 3 clusters Score -965488.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -965768.437500 Penalty: 2915.596924
	Iteration 5F: 3 clusters Score -965768.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -966133.312500 Penalty: 2915.596924
	Iteration 6F: 3 clusters Score -966133.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -966520.375000 Penalty: 2915.596924
	Iteration 7F: 3 clusters Score -966520.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -966968.000000 Penalty: 2915.596924
	Iteration 8F: 3 clusters Score -966968 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -967452.187500 Penalty: 2915.596924
	Iteration 9F: 3 clusters Score -967452.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -967944.937500 Penalty: 2915.596924
	Iteration 10F: 3 clusters Score -967944.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -968298.687500 Penalty: 2915.596924
	Iteration 11Q: 3 clusters Score -968298.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -968480.875000 Penalty: 2915.596924
	Iteration 12Q: 3 clusters Score -968480.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -968550.062500 Penalty: 2915.596924
	Iteration 13Q: 3 clusters Score -968550.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -968582.187500 Penalty: 2915.596924
	Iteration 14Q: 3 clusters Score -968582.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -968599.312500 Penalty: 2915.596924
	Iteration 15Q: 3 clusters Score -968599.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -968601.625000 Penalty: 2915.596924
	Iteration 16Q: 3 clusters Score -968601.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -968610.250000 Penalty: 2915.596924
	Iteration 17Q: 3 clusters Score -968610.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -968615.500000 Penalty: 2915.596924
	Iteration 18Q: 3 clusters Score -968615.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -968615.875000 Penalty: 2915.596924
	Iteration 19Q: 3 clusters Score -968615.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -968616.875000 Penalty: 2915.596924
	Iteration 20F: 3 clusters Score -968616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -968616.562500 Penalty: 2915.596924
	Iteration 21Q: 3 clusters Score -968616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -968617.437500 Penalty: 2915.596924
	Iteration 22Q: 3 clusters Score -968617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -968618.750000 Penalty: 2915.596924
	Iteration 23Q: 3 clusters Score -968618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -968620.062500 Penalty: 2915.596924
	Iteration 24Q: 3 clusters Score -968620.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -968621.250000 Penalty: 2915.596924
	Iteration 25Q: 3 clusters Score -968621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -968620.562500 Penalty: 2915.596924
	Iteration 26Q: 3 clusters Score -968620.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -968620.562500 Penalty: 2915.596924
	Iteration 27F: 3 clusters Score -968620.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Entering Unmasked Estep 
Score: -1474341.125000 Penalty: 1529.392578
	Iteration 0F: 2 clusters Score -1474341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1465803.375000 Penalty: 3058.785156
	Iteration 0F: 3 clusters Score -1465803 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1468842.500000 Penalty: 3058.785156
	Iteration 1F: 3 clusters Score -1468842 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1469249.375000 Penalty: 3058.785156
	Iteration 2F: 3 clusters Score -1469249 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1469686.000000 Penalty: 3058.785156
	Iteration 3F: 3 clusters Score -1469686 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1470237.125000 Penalty: 3058.785156
	Iteration 4F: 3 clusters Score -1470237 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1470908.250000 Penalty: 3058.785156
	Iteration 5F: 3 clusters Score -1470908 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1471639.000000 Penalty: 3058.785156
	Iteration 6F: 3 clusters Score -1471639 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1472397.875000 Penalty: 3058.785156
	Iteration 7F: 3 clusters Score -1472398 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1473014.875000 Penalty: 3058.785156
	Iteration 8F: 3 clusters Score -1473015 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1473433.625000 Penalty: 3058.785156
	Iteration 9Q: 3 clusters Score -1473434 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1473685.000000 Penalty: 3058.785156
	Iteration 10Q: 3 clusters Score -1473685 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1473868.125000 Penalty: 3058.785156
	Iteration 11Q: 3 clusters Score -1473868 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1473994.875000 Penalty: 3058.785156
	Iteration 12Q: 3 clusters Score -1473995 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1474094.375000 Penalty: 3058.785156
	Iteration 13Q: 3 clusters Score -1474094 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1474165.000000 Penalty: 3058.785156
	Iteration 14Q: 3 clusters Score -1474165 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1474206.625000 Penalty: 3058.785156
	Iteration 15Q: 3 clusters Score -1474207 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1474241.125000 Penalty: 3058.785156
	Iteration 16Q: 3 clusters Score -1474241 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1474260.125000 Penalty: 3058.785156
	Iteration 17Q: 3 clusters Score -1474260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1474277.375000 Penalty: 3058.785156
	Iteration 18Q: 3 clusters Score -1474277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1474290.625000 Penalty: 3058.785156
	Iteration 19Q: 3 clusters Score -1474291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1474305.250000 Penalty: 3058.785156
	Iteration 20F: 3 clusters Score -1474305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1474316.875000 Penalty: 3058.785156
	Iteration 21Q: 3 clusters Score -1474317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1474321.625000 Penalty: 3058.785156
	Iteration 22Q: 3 clusters Score -1474322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1474329.625000 Penalty: 3058.785156
	Iteration 23Q: 3 clusters Score -1474330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1474333.375000 Penalty: 3058.785156
	Iteration 24Q: 3 clusters Score -1474333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1474340.125000 Penalty: 3058.785156
	Iteration 25Q: 3 clusters Score -1474340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1474343.750000 Penalty: 3058.785156
	Iteration 26Q: 3 clusters Score -1474344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1474341.375000 Penalty: 3058.785156
	Iteration 27Q: 3 clusters Score -1474341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1474342.250000 Penalty: 3058.785156
	Iteration 28Q: 3 clusters Score -1474342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1474340.625000 Penalty: 3058.785156
	Iteration 29Q: 3 clusters Score -1474341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1474342.125000 Penalty: 3058.785156
	Iteration 30Q: 3 clusters Score -1474342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1474344.125000 Penalty: 3058.785156
	Iteration 31Q: 3 clusters Score -1474344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1474342.750000 Penalty: 3058.785156
	Iteration 32Q: 3 clusters Score -1474343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1474343.000000 Penalty: 3058.785156
	Iteration 33Q: 3 clusters Score -1474343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1474343.750000 Penalty: 3058.785156
	Iteration 34Q: 3 clusters Score -1474344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1474343.750000 Penalty: 3058.785156
	Iteration 35F: 3 clusters Score -1474344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 25621 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 16 contains 75468 members 
Mstep: Class 17 contains 88813 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 107682 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 178918 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 19248 members 
Mstep: Class 25 contains 953 members 
Mstep: Class 26 contains 3708 members 
Entering Unmasked Estep 
Score: -102078720.000000 Penalty: 57639.968750
Splitting cluster 13 changes total score from -102026496.000000 to -102078720.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (4043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Entering Unmasked Estep 
Score: -466969.625000 Penalty: 1349.520508
	Iteration 0F: 2 clusters Score -466969.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -463623.531250 Penalty: 2699.041016
	Iteration 0F: 3 clusters Score -463623.5 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -464576.562500 Penalty: 2699.041016
	Iteration 1F: 3 clusters Score -464576.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -464889.000000 Penalty: 2699.041016
	Iteration 2F: 3 clusters Score -464889 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -465249.718750 Penalty: 2699.041016
	Iteration 3F: 3 clusters Score -465249.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -465685.500000 Penalty: 2699.041016
	Iteration 4F: 3 clusters Score -465685.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -466093.281250 Penalty: 2699.041016
	Iteration 5F: 3 clusters Score -466093.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -466364.875000 Penalty: 2699.041016
	Iteration 6F: 3 clusters Score -466364.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -466519.312500 Penalty: 2699.041016
	Iteration 7Q: 3 clusters Score -466519.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -466606.843750 Penalty: 2699.041016
	Iteration 8Q: 3 clusters Score -466606.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -466678.562500 Penalty: 2699.041016
	Iteration 9Q: 3 clusters Score -466678.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -466710.187500 Penalty: 2699.041016
	Iteration 10Q: 3 clusters Score -466710.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -466723.593750 Penalty: 2699.041016
	Iteration 11Q: 3 clusters Score -466723.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -466732.437500 Penalty: 2699.041016
	Iteration 12Q: 3 clusters Score -466732.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -466736.812500 Penalty: 2699.041016
	Iteration 13Q: 3 clusters Score -466736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -466737.812500 Penalty: 2699.041016
	Iteration 14Q: 3 clusters Score -466737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -466738.687500 Penalty: 2699.041016
	Iteration 15Q: 3 clusters Score -466738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -466738.687500 Penalty: 2699.041016
	Iteration 16F: 3 clusters Score -466738.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Entering Unmasked Estep 
Score: -2937909.250000 Penalty: 1632.761108
	Iteration 0F: 2 clusters Score -2937909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2922268.750000 Penalty: 3265.522217
	Iteration 0F: 3 clusters Score -2922269 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2927929.250000 Penalty: 3265.522217
	Iteration 1F: 3 clusters Score -2927929 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2928310.500000 Penalty: 3265.522217
	Iteration 2Q: 3 clusters Score -2928310 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2928829.250000 Penalty: 3265.522217
	Iteration 3Q: 3 clusters Score -2928829 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2929498.500000 Penalty: 3265.522217
	Iteration 4F: 3 clusters Score -2929498 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2930478.750000 Penalty: 3265.522217
	Iteration 5F: 3 clusters Score -2930479 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2931889.500000 Penalty: 3265.522217
	Iteration 6F: 3 clusters Score -2931890 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2933586.500000 Penalty: 3265.522217
	Iteration 7F: 3 clusters Score -2933586 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2934961.750000 Penalty: 3265.522217
	Iteration 8F: 3 clusters Score -2934962 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2935737.000000 Penalty: 3265.522217
	Iteration 9Q: 3 clusters Score -2935737 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2936126.000000 Penalty: 3265.522217
	Iteration 10Q: 3 clusters Score -2936126 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2936267.500000 Penalty: 3265.522217
	Iteration 11Q: 3 clusters Score -2936268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2936355.000000 Penalty: 3265.522217
	Iteration 12Q: 3 clusters Score -2936355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2936411.250000 Penalty: 3265.522217
	Iteration 13Q: 3 clusters Score -2936411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2936450.250000 Penalty: 3265.522217
	Iteration 14Q: 3 clusters Score -2936450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2936470.250000 Penalty: 3265.522217
	Iteration 15Q: 3 clusters Score -2936470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2936477.000000 Penalty: 3265.522217
	Iteration 16Q: 3 clusters Score -2936477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2936478.750000 Penalty: 3265.522217
	Iteration 17Q: 3 clusters Score -2936479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2936477.500000 Penalty: 3265.522217
	Iteration 18Q: 3 clusters Score -2936478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2936481.000000 Penalty: 3265.522217
	Iteration 19Q: 3 clusters Score -2936481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2936483.750000 Penalty: 3265.522217
	Iteration 20F: 3 clusters Score -2936484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2936483.750000 Penalty: 3265.522217
	Iteration 21Q: 3 clusters Score -2936484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2936483.750000 Penalty: 3265.522217
	Iteration 22F: 3 clusters Score -2936484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Entering Unmasked Estep 
Score: -13267814.000000 Penalty: 1882.877441
	Iteration 0F: 2 clusters Score -1.326781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -13205631.000000 Penalty: 3765.754883
	Iteration 0F: 3 clusters Score -1.320563e+07 nChanged 51843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -13236135.000000 Penalty: 3765.754883
	Iteration 1F: 3 clusters Score -1.323614e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -13238058.000000 Penalty: 3765.754883
	Iteration 2Q: 3 clusters Score -1.323806e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -13241128.000000 Penalty: 3765.754883
	Iteration 3Q: 3 clusters Score -1.324113e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -13245938.000000 Penalty: 3765.754883
	Iteration 4F: 3 clusters Score -1.324594e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -13252417.000000 Penalty: 3765.754883
	Iteration 5F: 3 clusters Score -1.325242e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -13259178.000000 Penalty: 3765.754883
	Iteration 6F: 3 clusters Score -1.325918e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -13263632.000000 Penalty: 3765.754883
	Iteration 7F: 3 clusters Score -1.326363e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -13265749.000000 Penalty: 3765.754883
	Iteration 8Q: 3 clusters Score -1.326575e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -13266677.000000 Penalty: 3765.754883
	Iteration 9Q: 3 clusters Score -1.326668e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -13267142.000000 Penalty: 3765.754883
	Iteration 10Q: 3 clusters Score -1.326714e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -13267470.000000 Penalty: 3765.754883
	Iteration 11Q: 3 clusters Score -1.326747e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98144 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -13267622.000000 Penalty: 3765.754883
	Iteration 12Q: 3 clusters Score -1.326762e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99042 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -13267683.000000 Penalty: 3765.754883
	Iteration 13Q: 3 clusters Score -1.326768e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -13267822.000000 Penalty: 3765.754883
	Iteration 14Q: 3 clusters Score -1.326782e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100406 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -13268035.000000 Penalty: 3765.754883
	Iteration 15Q: 3 clusters Score -1.326804e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100946 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -13268124.000000 Penalty: 3765.754883
	Iteration 16Q: 3 clusters Score -1.326812e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -13268211.000000 Penalty: 3765.754883
	Iteration 17Q: 3 clusters Score -1.326821e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101698 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -13268291.000000 Penalty: 3765.754883
	Iteration 18Q: 3 clusters Score -1.326829e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101975 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -13268288.000000 Penalty: 3765.754883
	Iteration 19Q: 3 clusters Score -1.326829e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102231 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -13268377.000000 Penalty: 3765.754883
	Iteration 20F: 3 clusters Score -1.326838e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102430 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -13268444.000000 Penalty: 3765.754883
	Iteration 21Q: 3 clusters Score -1.326844e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102582 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -13268490.000000 Penalty: 3765.754883
	Iteration 22Q: 3 clusters Score -1.326849e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -13268574.000000 Penalty: 3765.754883
	Iteration 23Q: 3 clusters Score -1.326857e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -13268632.000000 Penalty: 3765.754883
	Iteration 24Q: 3 clusters Score -1.326863e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102875 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -13268682.000000 Penalty: 3765.754883
	Iteration 25Q: 3 clusters Score -1.326868e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -13268721.000000 Penalty: 3765.754883
	Iteration 26Q: 3 clusters Score -1.326872e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -13268751.000000 Penalty: 3765.754883
	Iteration 27Q: 3 clusters Score -1.326875e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102965 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -13268784.000000 Penalty: 3765.754883
	Iteration 28Q: 3 clusters Score -1.326878e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102989 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -13268829.000000 Penalty: 3765.754883
	Iteration 29Q: 3 clusters Score -1.326883e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -13268869.000000 Penalty: 3765.754883
	Iteration 30Q: 3 clusters Score -1.326887e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102986 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -13268922.000000 Penalty: 3765.754883
	Iteration 31Q: 3 clusters Score -1.326892e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102992 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -13268933.000000 Penalty: 3765.754883
	Iteration 32Q: 3 clusters Score -1.326893e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102991 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -13268955.000000 Penalty: 3765.754883
	Iteration 33Q: 3 clusters Score -1.326896e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -13268978.000000 Penalty: 3765.754883
	Iteration 34Q: 3 clusters Score -1.326898e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -13268979.000000 Penalty: 3765.754883
	Iteration 35Q: 3 clusters Score -1.326898e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -13268971.000000 Penalty: 3765.754883
	Iteration 36Q: 3 clusters Score -1.326897e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -13268957.000000 Penalty: 3765.754883
	Iteration 37Q: 3 clusters Score -1.326896e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -13268974.000000 Penalty: 3765.754883
	Iteration 38Q: 3 clusters Score -1.326897e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -13268970.000000 Penalty: 3765.754883
	Iteration 39Q: 3 clusters Score -1.326897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -13268986.000000 Penalty: 3765.754883
	Iteration 40F: 3 clusters Score -1.326899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103022 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -13268999.000000 Penalty: 3765.754883
	Iteration 41Q: 3 clusters Score -1.3269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -13268991.000000 Penalty: 3765.754883
	Iteration 42Q: 3 clusters Score -1.326899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -13268999.000000 Penalty: 3765.754883
	Iteration 43Q: 3 clusters Score -1.3269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -13269015.000000 Penalty: 3765.754883
	Iteration 44Q: 3 clusters Score -1.326902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -13269013.000000 Penalty: 3765.754883
	Iteration 45Q: 3 clusters Score -1.326901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -13269012.000000 Penalty: 3765.754883
	Iteration 46Q: 3 clusters Score -1.326901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -13269014.000000 Penalty: 3765.754883
	Iteration 47Q: 3 clusters Score -1.326901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -13269020.000000 Penalty: 3765.754883
	Iteration 48Q: 3 clusters Score -1.326902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -13269008.000000 Penalty: 3765.754883
	Iteration 49Q: 3 clusters Score -1.326901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -13269023.000000 Penalty: 3765.754883
	Iteration 50Q: 3 clusters Score -1.326902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -13269022.000000 Penalty: 3765.754883
	Iteration 51Q: 3 clusters Score -1.326902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -13269008.000000 Penalty: 3765.754883
	Iteration 52Q: 3 clusters Score -1.326901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -13269019.000000 Penalty: 3765.754883
	Iteration 53Q: 3 clusters Score -1.326902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -13269022.000000 Penalty: 3765.754883
	Iteration 54Q: 3 clusters Score -1.326902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103024 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -13269017.000000 Penalty: 3765.754883
	Iteration 55Q: 3 clusters Score -1.326902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -13269017.000000 Penalty: 3765.754883
	Iteration 56Q: 3 clusters Score -1.326902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -13269018.000000 Penalty: 3765.754883
	Iteration 57Q: 3 clusters Score -1.326902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -13269002.000000 Penalty: 3765.754883
	Iteration 58Q: 3 clusters Score -1.3269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -13269002.000000 Penalty: 3765.754883
	Iteration 59Q: 3 clusters Score -1.3269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103036 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -13268996.000000 Penalty: 3765.754883
	Iteration 60F: 3 clusters Score -1.3269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103034 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -13268993.000000 Penalty: 3765.754883
	Iteration 61Q: 3 clusters Score -1.326899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103033 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -13269001.000000 Penalty: 3765.754883
	Iteration 62Q: 3 clusters Score -1.3269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -13268998.000000 Penalty: 3765.754883
	Iteration 63Q: 3 clusters Score -1.3269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -13268996.000000 Penalty: 3765.754883
	Iteration 64Q: 3 clusters Score -1.3269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -13268996.000000 Penalty: 3765.754883
	Iteration 65F: 3 clusters Score -1.3269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 25621 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 16 contains 75468 members 
Mstep: Class 17 contains 88813 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 103031 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 178918 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 19248 members 
Mstep: Class 25 contains 953 members 
Mstep: Class 26 contains 3708 members 
Mstep: Class 27 contains 4651 members 
Entering Unmasked Estep 
Score: -102079576.000000 Penalty: 59856.890625
Splitting cluster 19 changes total score from -102026496.000000 to -102079576.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -427917.312500 Penalty: 1336.687744
	Iteration 0F: 2 clusters Score -427917.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -424811.468750 Penalty: 2673.375488
	Iteration 0F: 3 clusters Score -424811.5 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -425895.156250 Penalty: 2673.375488
	Iteration 1F: 3 clusters Score -425895.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -426381.500000 Penalty: 2673.375488
	Iteration 2F: 3 clusters Score -426381.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -427007.156250 Penalty: 2673.375488
	Iteration 3F: 3 clusters Score -427007.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -427639.343750 Penalty: 2673.375488
	Iteration 4F: 3 clusters Score -427639.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -428137.500000 Penalty: 2673.375488
	Iteration 5F: 3 clusters Score -428137.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -428353.968750 Penalty: 2673.375488
	Iteration 6F: 3 clusters Score -428354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -428419.781250 Penalty: 2673.375488
	Iteration 7Q: 3 clusters Score -428419.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -428455.343750 Penalty: 2673.375488
	Iteration 8Q: 3 clusters Score -428455.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -428474.500000 Penalty: 2673.375488
	Iteration 9Q: 3 clusters Score -428474.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -428485.500000 Penalty: 2673.375488
	Iteration 10Q: 3 clusters Score -428485.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -428491.218750 Penalty: 2673.375488
	Iteration 11Q: 3 clusters Score -428491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -428492.906250 Penalty: 2673.375488
	Iteration 12Q: 3 clusters Score -428492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -428494.093750 Penalty: 2673.375488
	Iteration 13Q: 3 clusters Score -428494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -428495.312500 Penalty: 2673.375488
	Iteration 14Q: 3 clusters Score -428495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -428497.125000 Penalty: 2673.375488
	Iteration 15Q: 3 clusters Score -428497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -428496.937500 Penalty: 2673.375488
	Iteration 16Q: 3 clusters Score -428496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -428498.593750 Penalty: 2673.375488
	Iteration 17Q: 3 clusters Score -428498.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -428499.218750 Penalty: 2673.375488
	Iteration 18Q: 3 clusters Score -428499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -428499.187500 Penalty: 2673.375488
	Iteration 19Q: 3 clusters Score -428499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -428499.968750 Penalty: 2673.375488
	Iteration 20F: 3 clusters Score -428500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 25621 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 16 contains 75468 members 
Mstep: Class 17 contains 88813 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 103031 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 178918 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 19248 members 
Mstep: Class 25 contains 953 members 
Mstep: Class 26 contains 3708 members 
Mstep: Class 27 contains 4651 members 
Mstep: Class 28 contains 581 members 
Entering Unmasked Estep 
Score: -102079224.000000 Penalty: 62073.812500
Splitting cluster 20 changes total score from -102026496.000000 to -102079224.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -690806.437500 Penalty: 1409.279053
	Iteration 0F: 2 clusters Score -690806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -686320.875000 Penalty: 2818.558105
	Iteration 0F: 3 clusters Score -686320.9 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -687650.875000 Penalty: 2818.558105
	Iteration 1F: 3 clusters Score -687650.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -687913.187500 Penalty: 2818.558105
	Iteration 2F: 3 clusters Score -687913.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -688137.000000 Penalty: 2818.558105
	Iteration 3F: 3 clusters Score -688137 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -688379.187500 Penalty: 2818.558105
	Iteration 4F: 3 clusters Score -688379.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -688649.812500 Penalty: 2818.558105
	Iteration 5F: 3 clusters Score -688649.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -688960.125000 Penalty: 2818.558105
	Iteration 6F: 3 clusters Score -688960.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -689242.062500 Penalty: 2818.558105
	Iteration 7F: 3 clusters Score -689242.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -689448.812500 Penalty: 2818.558105
	Iteration 8Q: 3 clusters Score -689448.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -689577.062500 Penalty: 2818.558105
	Iteration 9Q: 3 clusters Score -689577.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -689637.250000 Penalty: 2818.558105
	Iteration 10Q: 3 clusters Score -689637.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -689678.000000 Penalty: 2818.558105
	Iteration 11Q: 3 clusters Score -689678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -689716.125000 Penalty: 2818.558105
	Iteration 12Q: 3 clusters Score -689716.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -689749.875000 Penalty: 2818.558105
	Iteration 13Q: 3 clusters Score -689749.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -689779.500000 Penalty: 2818.558105
	Iteration 14Q: 3 clusters Score -689779.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -689805.312500 Penalty: 2818.558105
	Iteration 15Q: 3 clusters Score -689805.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -689826.125000 Penalty: 2818.558105
	Iteration 16Q: 3 clusters Score -689826.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -689848.187500 Penalty: 2818.558105
	Iteration 17Q: 3 clusters Score -689848.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -689864.062500 Penalty: 2818.558105
	Iteration 18Q: 3 clusters Score -689864.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -689879.312500 Penalty: 2818.558105
	Iteration 19Q: 3 clusters Score -689879.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -689892.937500 Penalty: 2818.558105
	Iteration 20F: 3 clusters Score -689892.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -689900.000000 Penalty: 2818.558105
	Iteration 21Q: 3 clusters Score -689900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -689908.937500 Penalty: 2818.558105
	Iteration 22Q: 3 clusters Score -689908.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -689917.125000 Penalty: 2818.558105
	Iteration 23Q: 3 clusters Score -689917.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -689922.687500 Penalty: 2818.558105
	Iteration 24Q: 3 clusters Score -689922.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -689928.687500 Penalty: 2818.558105
	Iteration 25Q: 3 clusters Score -689928.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -689931.312500 Penalty: 2818.558105
	Iteration 26Q: 3 clusters Score -689931.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -689936.437500 Penalty: 2818.558105
	Iteration 27Q: 3 clusters Score -689936.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -689942.750000 Penalty: 2818.558105
	Iteration 28Q: 3 clusters Score -689942.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -689948.875000 Penalty: 2818.558105
	Iteration 29Q: 3 clusters Score -689948.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -689954.312500 Penalty: 2818.558105
	Iteration 30Q: 3 clusters Score -689954.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -689959.250000 Penalty: 2818.558105
	Iteration 31Q: 3 clusters Score -689959.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -689962.687500 Penalty: 2818.558105
	Iteration 32Q: 3 clusters Score -689962.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -689966.125000 Penalty: 2818.558105
	Iteration 33Q: 3 clusters Score -689966.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -689970.250000 Penalty: 2818.558105
	Iteration 34Q: 3 clusters Score -689970.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -689978.562500 Penalty: 2818.558105
	Iteration 35Q: 3 clusters Score -689978.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -689983.312500 Penalty: 2818.558105
	Iteration 36Q: 3 clusters Score -689983.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -689984.875000 Penalty: 2818.558105
	Iteration 37Q: 3 clusters Score -689984.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -689990.125000 Penalty: 2818.558105
	Iteration 38Q: 3 clusters Score -689990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -689991.625000 Penalty: 2818.558105
	Iteration 39Q: 3 clusters Score -689991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -689994.000000 Penalty: 2818.558105
	Iteration 40F: 3 clusters Score -689994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -689995.562500 Penalty: 2818.558105
	Iteration 41Q: 3 clusters Score -689995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -689999.250000 Penalty: 2818.558105
	Iteration 42Q: 3 clusters Score -689999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -690000.312500 Penalty: 2818.558105
	Iteration 43Q: 3 clusters Score -690000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -690000.625000 Penalty: 2818.558105
	Iteration 44Q: 3 clusters Score -690000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -690000.750000 Penalty: 2818.558105
	Iteration 45Q: 3 clusters Score -690000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -690000.750000 Penalty: 2818.558105
	Iteration 46F: 3 clusters Score -690000.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (178918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Entering Unmasked Estep 
Score: -22100338.000000 Penalty: 1965.385986
	Iteration 0F: 2 clusters Score -2.210034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -22023734.000000 Penalty: 3930.771973
	Iteration 0F: 3 clusters Score -2.202373e+07 nChanged 86910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -22075230.000000 Penalty: 3930.771973
	Iteration 1F: 3 clusters Score -2.207523e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -22076752.000000 Penalty: 3930.771973
	Iteration 2Q: 3 clusters Score -2.207675e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -22078800.000000 Penalty: 3930.771973
	Iteration 3Q: 3 clusters Score -2.20788e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -22082856.000000 Penalty: 3930.771973
	Iteration 4Q: 3 clusters Score -2.208286e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 85599 members 
Entering Unmasked Estep 
Score: -22090374.000000 Penalty: 3930.771973
	Iteration 5F: 3 clusters Score -2.209037e+07 nChanged 13126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93527 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -22101578.000000 Penalty: 3930.771973
	Iteration 6F: 3 clusters Score -2.210158e+07 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -22113132.000000 Penalty: 3930.771973
	Iteration 7F: 3 clusters Score -2.211313e+07 nChanged 12533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -22121022.000000 Penalty: 3930.771973
	Iteration 8F: 3 clusters Score -2.212102e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -22123956.000000 Penalty: 3930.771973
	Iteration 9Q: 3 clusters Score -2.212396e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 93249 members 
Entering Unmasked Estep 
Score: -22124760.000000 Penalty: 3930.771973
	Iteration 10Q: 3 clusters Score -2.212476e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -22125266.000000 Penalty: 3930.771973
	Iteration 11Q: 3 clusters Score -2.212527e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -22125760.000000 Penalty: 3930.771973
	Iteration 12Q: 3 clusters Score -2.212576e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -22125956.000000 Penalty: 3930.771973
	Iteration 13Q: 3 clusters Score -2.212596e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -22126200.000000 Penalty: 3930.771973
	Iteration 14Q: 3 clusters Score -2.21262e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
Score: -22126294.000000 Penalty: 3930.771973
	Iteration 15Q: 3 clusters Score -2.212629e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 97976 members 
Entering Unmasked Estep 
Score: -22126722.000000 Penalty: 3930.771973
	Iteration 16Q: 3 clusters Score -2.212672e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 97843 members 
Entering Unmasked Estep 
Score: -22126874.000000 Penalty: 3930.771973
	Iteration 17Q: 3 clusters Score -2.212687e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -22127118.000000 Penalty: 3930.771973
	Iteration 18Q: 3 clusters Score -2.212712e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 97547 members 
Entering Unmasked Estep 
Score: -22127204.000000 Penalty: 3930.771973
	Iteration 19Q: 3 clusters Score -2.21272e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81572 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -22127518.000000 Penalty: 3930.771973
	Iteration 20F: 3 clusters Score -2.212752e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -22127618.000000 Penalty: 3930.771973
	Iteration 21Q: 3 clusters Score -2.212762e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
Score: -22127778.000000 Penalty: 3930.771973
	Iteration 22Q: 3 clusters Score -2.212778e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -22127860.000000 Penalty: 3930.771973
	Iteration 23Q: 3 clusters Score -2.212786e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 96571 members 
Entering Unmasked Estep 
Score: -22127882.000000 Penalty: 3930.771973
	Iteration 24Q: 3 clusters Score -2.212788e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -22128042.000000 Penalty: 3930.771973
	Iteration 25Q: 3 clusters Score -2.212804e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -22128118.000000 Penalty: 3930.771973
	Iteration 26Q: 3 clusters Score -2.212812e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82820 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -22128150.000000 Penalty: 3930.771973
	Iteration 27Q: 3 clusters Score -2.212815e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -22128278.000000 Penalty: 3930.771973
	Iteration 28Q: 3 clusters Score -2.212828e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 95962 members 
Entering Unmasked Estep 
Score: -22128400.000000 Penalty: 3930.771973
	Iteration 29Q: 3 clusters Score -2.21284e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -22128388.000000 Penalty: 3930.771973
	Iteration 30Q: 3 clusters Score -2.212839e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83122 members 
Mstep: Class 2 contains 95796 members 
Entering Unmasked Estep 
Score: -22128426.000000 Penalty: 3930.771973
	Iteration 31Q: 3 clusters Score -2.212843e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -22128436.000000 Penalty: 3930.771973
	Iteration 32Q: 3 clusters Score -2.212844e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 95569 members 
Entering Unmasked Estep 
Score: -22128548.000000 Penalty: 3930.771973
	Iteration 33Q: 3 clusters Score -2.212855e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -22128636.000000 Penalty: 3930.771973
	Iteration 34Q: 3 clusters Score -2.212864e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 95316 members 
Entering Unmasked Estep 
Score: -22128792.000000 Penalty: 3930.771973
	Iteration 35Q: 3 clusters Score -2.212879e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -22128836.000000 Penalty: 3930.771973
	Iteration 36Q: 3 clusters Score -2.212884e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -22128982.000000 Penalty: 3930.771973
	Iteration 37Q: 3 clusters Score -2.212898e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -22129072.000000 Penalty: 3930.771973
	Iteration 38Q: 3 clusters Score -2.212907e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -22129216.000000 Penalty: 3930.771973
	Iteration 39Q: 3 clusters Score -2.212922e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 95283 members 
Entering Unmasked Estep 
Score: -22129390.000000 Penalty: 3930.771973
	Iteration 40F: 3 clusters Score -2.212939e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 95307 members 
Entering Unmasked Estep 
Score: -22129520.000000 Penalty: 3930.771973
	Iteration 41Q: 3 clusters Score -2.212952e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -22129748.000000 Penalty: 3930.771973
	Iteration 42Q: 3 clusters Score -2.212975e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83632 members 
Mstep: Class 2 contains 95286 members 
Entering Unmasked Estep 
Score: -22129894.000000 Penalty: 3930.771973
	Iteration 43Q: 3 clusters Score -2.212989e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -22130034.000000 Penalty: 3930.771973
	Iteration 44Q: 3 clusters Score -2.213003e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 95377 members 
Entering Unmasked Estep 
Score: -22130094.000000 Penalty: 3930.771973
	Iteration 45Q: 3 clusters Score -2.213009e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -22130264.000000 Penalty: 3930.771973
	Iteration 46Q: 3 clusters Score -2.213026e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -22130510.000000 Penalty: 3930.771973
	Iteration 47Q: 3 clusters Score -2.213051e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -22130646.000000 Penalty: 3930.771973
	Iteration 48Q: 3 clusters Score -2.213065e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -22130904.000000 Penalty: 3930.771973
	Iteration 49Q: 3 clusters Score -2.21309e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -22131126.000000 Penalty: 3930.771973
	Iteration 50Q: 3 clusters Score -2.213113e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -22131316.000000 Penalty: 3930.771973
	Iteration 51Q: 3 clusters Score -2.213132e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -22131412.000000 Penalty: 3930.771973
	Iteration 52Q: 3 clusters Score -2.213141e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -22131384.000000 Penalty: 3930.771973
	Iteration 53Q: 3 clusters Score -2.213138e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -22131558.000000 Penalty: 3930.771973
	Iteration 54Q: 3 clusters Score -2.213156e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83798 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -22131632.000000 Penalty: 3930.771973
	Iteration 55Q: 3 clusters Score -2.213163e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83831 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -22131712.000000 Penalty: 3930.771973
	Iteration 56Q: 3 clusters Score -2.213171e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -22131702.000000 Penalty: 3930.771973
	Iteration 57Q: 3 clusters Score -2.21317e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -22131794.000000 Penalty: 3930.771973
	Iteration 58Q: 3 clusters Score -2.213179e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -22131802.000000 Penalty: 3930.771973
	Iteration 59Q: 3 clusters Score -2.21318e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -22131860.000000 Penalty: 3930.771973
	Iteration 60F: 3 clusters Score -2.213186e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -22131880.000000 Penalty: 3930.771973
	Iteration 61Q: 3 clusters Score -2.213188e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -22131932.000000 Penalty: 3930.771973
	Iteration 62Q: 3 clusters Score -2.213193e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -22131954.000000 Penalty: 3930.771973
	Iteration 63Q: 3 clusters Score -2.213195e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -22131960.000000 Penalty: 3930.771973
	Iteration 64Q: 3 clusters Score -2.213196e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -22131976.000000 Penalty: 3930.771973
	Iteration 65Q: 3 clusters Score -2.213198e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 94951 members 
Entering Unmasked Estep 
Score: -22131980.000000 Penalty: 3930.771973
	Iteration 66Q: 3 clusters Score -2.213198e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -22131998.000000 Penalty: 3930.771973
	Iteration 67Q: 3 clusters Score -2.2132e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -22131996.000000 Penalty: 3930.771973
	Iteration 68Q: 3 clusters Score -2.2132e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -22131992.000000 Penalty: 3930.771973
	Iteration 69Q: 3 clusters Score -2.213199e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -22131984.000000 Penalty: 3930.771973
	Iteration 70Q: 3 clusters Score -2.213198e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 94964 members 
Entering Unmasked Estep 
Score: -22132002.000000 Penalty: 3930.771973
	Iteration 71Q: 3 clusters Score -2.2132e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 94952 members 
Entering Unmasked Estep 
Score: -22131982.000000 Penalty: 3930.771973
	Iteration 72Q: 3 clusters Score -2.213198e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -22132030.000000 Penalty: 3930.771973
	Iteration 73Q: 3 clusters Score -2.213203e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 94928 members 
Entering Unmasked Estep 
Score: -22132002.000000 Penalty: 3930.771973
	Iteration 74Q: 3 clusters Score -2.2132e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -22132008.000000 Penalty: 3930.771973
	Iteration 75Q: 3 clusters Score -2.213201e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -22132012.000000 Penalty: 3930.771973
	Iteration 76Q: 3 clusters Score -2.213201e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -22132002.000000 Penalty: 3930.771973
	Iteration 77Q: 3 clusters Score -2.2132e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -22132012.000000 Penalty: 3930.771973
	Iteration 78Q: 3 clusters Score -2.213201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -22132010.000000 Penalty: 3930.771973
	Iteration 79Q: 3 clusters Score -2.213201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 94867 members 
Entering Unmasked Estep 
Score: -22132024.000000 Penalty: 3930.771973
	Iteration 80F: 3 clusters Score -2.213202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -22131990.000000 Penalty: 3930.771973
	Iteration 81Q: 3 clusters Score -2.213199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 94876 members 
Entering Unmasked Estep 
Score: -22132020.000000 Penalty: 3930.771973
	Iteration 82Q: 3 clusters Score -2.213202e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 94870 members 
Entering Unmasked Estep 
Score: -22132038.000000 Penalty: 3930.771973
	Iteration 83Q: 3 clusters Score -2.213204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 94870 members 
Entering Unmasked Estep 
Score: -22132038.000000 Penalty: 3930.771973
	Iteration 84Q: 3 clusters Score -2.213204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -22132030.000000 Penalty: 3930.771973
	Iteration 85Q: 3 clusters Score -2.213203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -22132042.000000 Penalty: 3930.771973
	Iteration 86Q: 3 clusters Score -2.213204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -22132042.000000 Penalty: 3930.771973
	Iteration 87Q: 3 clusters Score -2.213204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84049 members 
Mstep: Class 2 contains 94869 members 
Entering Unmasked Estep 
Score: -22132028.000000 Penalty: 3930.771973
	Iteration 88Q: 3 clusters Score -2.213203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 94865 members 
Entering Unmasked Estep 
Score: -22132042.000000 Penalty: 3930.771973
	Iteration 89Q: 3 clusters Score -2.213204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 94856 members 
Entering Unmasked Estep 
Score: -22132024.000000 Penalty: 3930.771973
	Iteration 90Q: 3 clusters Score -2.213202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -22132026.000000 Penalty: 3930.771973
	Iteration 91Q: 3 clusters Score -2.213203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -22132026.000000 Penalty: 3930.771973
	Iteration 92Q: 3 clusters Score -2.213203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -22132028.000000 Penalty: 3930.771973
	Iteration 93Q: 3 clusters Score -2.213203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 94831 members 
Entering Unmasked Estep 
Score: -22132046.000000 Penalty: 3930.771973
	Iteration 94Q: 3 clusters Score -2.213205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 94821 members 
Entering Unmasked Estep 
Score: -22132054.000000 Penalty: 3930.771973
	Iteration 95Q: 3 clusters Score -2.213205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84103 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -22132030.000000 Penalty: 3930.771973
	Iteration 96Q: 3 clusters Score -2.213203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -22132020.000000 Penalty: 3930.771973
	Iteration 97Q: 3 clusters Score -2.213202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
Score: -22132020.000000 Penalty: 3930.771973
	Iteration 98Q: 3 clusters Score -2.213202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
Score: -22131992.000000 Penalty: 3930.771973
	Iteration 99Q: 3 clusters Score -2.213199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 94804 members 
Entering Unmasked Estep 
Score: -22132008.000000 Penalty: 3930.771973
	Iteration 100F: 3 clusters Score -2.213201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -22132018.000000 Penalty: 3930.771973
	Iteration 101Q: 3 clusters Score -2.213202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -22131996.000000 Penalty: 3930.771973
	Iteration 102Q: 3 clusters Score -2.2132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -22131990.000000 Penalty: 3930.771973
	Iteration 103Q: 3 clusters Score -2.213199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
Score: -22131998.000000 Penalty: 3930.771973
	Iteration 104Q: 3 clusters Score -2.2132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 94816 members 
Entering Unmasked Estep 
Score: -22131988.000000 Penalty: 3930.771973
	Iteration 105Q: 3 clusters Score -2.213199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
Score: -22132000.000000 Penalty: 3930.771973
	Iteration 106Q: 3 clusters Score -2.2132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -22131990.000000 Penalty: 3930.771973
	Iteration 107Q: 3 clusters Score -2.213199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -22132010.000000 Penalty: 3930.771973
	Iteration 108Q: 3 clusters Score -2.213201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 94804 members 
Entering Unmasked Estep 
Score: -22132012.000000 Penalty: 3930.771973
	Iteration 109Q: 3 clusters Score -2.213201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 94804 members 
Entering Unmasked Estep 
Score: -22132010.000000 Penalty: 3930.771973
	Iteration 110Q: 3 clusters Score -2.213201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 94801 members 
Entering Unmasked Estep 
Score: -22132008.000000 Penalty: 3930.771973
	Iteration 111Q: 3 clusters Score -2.213201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 94800 members 
Entering Unmasked Estep 
Score: -22132002.000000 Penalty: 3930.771973
	Iteration 112Q: 3 clusters Score -2.2132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 94801 members 
Entering Unmasked Estep 
Score: -22132002.000000 Penalty: 3930.771973
	Iteration 113Q: 3 clusters Score -2.2132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 94800 members 
Entering Unmasked Estep 
Score: -22131996.000000 Penalty: 3930.771973
	Iteration 114Q: 3 clusters Score -2.2132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Mstep: Class 2 contains 94799 members 
Entering Unmasked Estep 
Score: -22132002.000000 Penalty: 3930.771973
	Iteration 115Q: 3 clusters Score -2.2132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Mstep: Class 2 contains 94803 members 
Entering Unmasked Estep 
Score: -22132012.000000 Penalty: 3930.771973
	Iteration 116Q: 3 clusters Score -2.213201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -22132042.000000 Penalty: 3930.771973
	Iteration 117Q: 3 clusters Score -2.213204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -22132014.000000 Penalty: 3930.771973
	Iteration 118Q: 3 clusters Score -2.213201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Mstep: Class 2 contains 94799 members 
Entering Unmasked Estep 
Score: -22132026.000000 Penalty: 3930.771973
	Iteration 119Q: 3 clusters Score -2.213203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 94794 members 
Entering Unmasked Estep 
Score: -22132018.000000 Penalty: 3930.771973
	Iteration 120F: 3 clusters Score -2.213202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84127 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -22132012.000000 Penalty: 3930.771973
	Iteration 121Q: 3 clusters Score -2.213201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 94789 members 
Entering Unmasked Estep 
Score: -22132020.000000 Penalty: 3930.771973
	Iteration 122Q: 3 clusters Score -2.213202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -22132020.000000 Penalty: 3930.771973
	Iteration 123Q: 3 clusters Score -2.213202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -22132016.000000 Penalty: 3930.771973
	Iteration 124Q: 3 clusters Score -2.213202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -22132024.000000 Penalty: 3930.771973
	Iteration 125Q: 3 clusters Score -2.213202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -22132026.000000 Penalty: 3930.771973
	Iteration 126Q: 3 clusters Score -2.213203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -22132026.000000 Penalty: 3930.771973
	Iteration 127F: 3 clusters Score -2.213203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 25621 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 16 contains 75468 members 
Mstep: Class 17 contains 88813 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 103031 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 84133 members 
Mstep: Class 23 contains 3693 members 
Mstep: Class 24 contains 19248 members 
Mstep: Class 25 contains 953 members 
Mstep: Class 26 contains 3708 members 
Mstep: Class 27 contains 4651 members 
Mstep: Class 28 contains 581 members 
Mstep: Class 29 contains 94785 members 
Entering Unmasked Estep 
Score: -102113856.000000 Penalty: 64290.734375
Splitting cluster 22 changes total score from -102026496.000000 to -102113856.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -416953.281250 Penalty: 1334.806519
	Iteration 0F: 2 clusters Score -416953.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -413821.812500 Penalty: 2669.613037
	Iteration 0F: 3 clusters Score -413821.8 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -414696.031250 Penalty: 2669.613037
	Iteration 1F: 3 clusters Score -414696 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -414927.687500 Penalty: 2669.613037
	Iteration 2F: 3 clusters Score -414927.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -415146.125000 Penalty: 2669.613037
	Iteration 3F: 3 clusters Score -415146.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -415343.218750 Penalty: 2669.613037
	Iteration 4F: 3 clusters Score -415343.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -415541.687500 Penalty: 2669.613037
	Iteration 5F: 3 clusters Score -415541.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -415725.906250 Penalty: 2669.613037
	Iteration 6F: 3 clusters Score -415725.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -415861.531250 Penalty: 2669.613037
	Iteration 7Q: 3 clusters Score -415861.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -415970.250000 Penalty: 2669.613037
	Iteration 8Q: 3 clusters Score -415970.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -416086.531250 Penalty: 2669.613037
	Iteration 9Q: 3 clusters Score -416086.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -416243.906250 Penalty: 2669.613037
	Iteration 10Q: 3 clusters Score -416243.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -416438.656250 Penalty: 2669.613037
	Iteration 11Q: 3 clusters Score -416438.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -416683.312500 Penalty: 2669.613037
	Iteration 12Q: 3 clusters Score -416683.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -416896.500000 Penalty: 2669.613037
	Iteration 13Q: 3 clusters Score -416896.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -417009.656250 Penalty: 2669.613037
	Iteration 14Q: 3 clusters Score -417009.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -417053.062500 Penalty: 2669.613037
	Iteration 15Q: 3 clusters Score -417053.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -417076.093750 Penalty: 2669.613037
	Iteration 16Q: 3 clusters Score -417076.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -417095.062500 Penalty: 2669.613037
	Iteration 17Q: 3 clusters Score -417095.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -417103.656250 Penalty: 2669.613037
	Iteration 18Q: 3 clusters Score -417103.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -417109.468750 Penalty: 2669.613037
	Iteration 19Q: 3 clusters Score -417109.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -417122.656250 Penalty: 2669.613037
	Iteration 20F: 3 clusters Score -417122.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -417130.218750 Penalty: 2669.613037
	Iteration 21Q: 3 clusters Score -417130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -417142.968750 Penalty: 2669.613037
	Iteration 22Q: 3 clusters Score -417143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -417161.250000 Penalty: 2669.613037
	Iteration 23Q: 3 clusters Score -417161.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -417172.906250 Penalty: 2669.613037
	Iteration 24Q: 3 clusters Score -417172.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -417174.843750 Penalty: 2669.613037
	Iteration 25Q: 3 clusters Score -417174.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -417177.656250 Penalty: 2669.613037
	Iteration 26Q: 3 clusters Score -417177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -417178.968750 Penalty: 2669.613037
	Iteration 27Q: 3 clusters Score -417179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -417179.468750 Penalty: 2669.613037
	Iteration 28Q: 3 clusters Score -417179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -417180.562500 Penalty: 2669.613037
	Iteration 29Q: 3 clusters Score -417180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -417180.593750 Penalty: 2669.613037
	Iteration 30Q: 3 clusters Score -417180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -417180.656250 Penalty: 2669.613037
	Iteration 31Q: 3 clusters Score -417180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -417181.187500 Penalty: 2669.613037
	Iteration 32Q: 3 clusters Score -417181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -417181.031250 Penalty: 2669.613037
	Iteration 33Q: 3 clusters Score -417181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -417181.031250 Penalty: 2669.613037
	Iteration 34F: 3 clusters Score -417181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 25621 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 16 contains 75468 members 
Mstep: Class 17 contains 88813 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 103031 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 84133 members 
Mstep: Class 23 contains 2388 members 
Mstep: Class 24 contains 19248 members 
Mstep: Class 25 contains 953 members 
Mstep: Class 26 contains 3708 members 
Mstep: Class 27 contains 4651 members 
Mstep: Class 28 contains 581 members 
Mstep: Class 29 contains 94785 members 
Mstep: Class 30 contains 1305 members 
Entering Unmasked Estep 
Score: -102113216.000000 Penalty: 66507.656250
Splitting cluster 23 changes total score from -102026496.000000 to -102113216.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (19248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Entering Unmasked Estep 
Score: -2284737.250000 Penalty: 1603.088989
	Iteration 0F: 2 clusters Score -2284737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2271620.500000 Penalty: 3206.177979
	Iteration 0F: 3 clusters Score -2271620 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2276247.500000 Penalty: 3206.177979
	Iteration 1F: 3 clusters Score -2276248 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2276616.000000 Penalty: 3206.177979
	Iteration 2F: 3 clusters Score -2276616 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2276973.750000 Penalty: 3206.177979
	Iteration 3Q: 3 clusters Score -2276974 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2277357.250000 Penalty: 3206.177979
	Iteration 4Q: 3 clusters Score -2277357 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2277853.750000 Penalty: 3206.177979
	Iteration 5F: 3 clusters Score -2277854 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2278544.000000 Penalty: 3206.177979
	Iteration 6F: 3 clusters Score -2278544 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2279363.000000 Penalty: 3206.177979
	Iteration 7F: 3 clusters Score -2279363 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2280191.750000 Penalty: 3206.177979
	Iteration 8F: 3 clusters Score -2280192 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2280906.500000 Penalty: 3206.177979
	Iteration 9F: 3 clusters Score -2280906 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2281486.500000 Penalty: 3206.177979
	Iteration 10Q: 3 clusters Score -2281486 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2282007.250000 Penalty: 3206.177979
	Iteration 11Q: 3 clusters Score -2282007 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2282474.250000 Penalty: 3206.177979
	Iteration 12Q: 3 clusters Score -2282474 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2282870.250000 Penalty: 3206.177979
	Iteration 13Q: 3 clusters Score -2282870 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2283259.750000 Penalty: 3206.177979
	Iteration 14Q: 3 clusters Score -2283260 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2283561.000000 Penalty: 3206.177979
	Iteration 15Q: 3 clusters Score -2283561 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2283705.500000 Penalty: 3206.177979
	Iteration 16Q: 3 clusters Score -2283706 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2283792.000000 Penalty: 3206.177979
	Iteration 17Q: 3 clusters Score -2283792 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2283846.500000 Penalty: 3206.177979
	Iteration 18Q: 3 clusters Score -2283846 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2283901.000000 Penalty: 3206.177979
	Iteration 19Q: 3 clusters Score -2283901 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2283934.500000 Penalty: 3206.177979
	Iteration 20F: 3 clusters Score -2283934 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2283962.000000 Penalty: 3206.177979
	Iteration 21Q: 3 clusters Score -2283962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2283989.500000 Penalty: 3206.177979
	Iteration 22Q: 3 clusters Score -2283990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2284009.250000 Penalty: 3206.177979
	Iteration 23Q: 3 clusters Score -2284009 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2284027.250000 Penalty: 3206.177979
	Iteration 24Q: 3 clusters Score -2284027 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2284036.750000 Penalty: 3206.177979
	Iteration 25Q: 3 clusters Score -2284037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2284057.000000 Penalty: 3206.177979
	Iteration 26Q: 3 clusters Score -2284057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2284091.750000 Penalty: 3206.177979
	Iteration 27Q: 3 clusters Score -2284092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2284100.750000 Penalty: 3206.177979
	Iteration 28Q: 3 clusters Score -2284101 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2284153.000000 Penalty: 3206.177979
	Iteration 29Q: 3 clusters Score -2284153 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2284237.750000 Penalty: 3206.177979
	Iteration 30Q: 3 clusters Score -2284238 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2284321.500000 Penalty: 3206.177979
	Iteration 31Q: 3 clusters Score -2284322 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2284421.250000 Penalty: 3206.177979
	Iteration 32Q: 3 clusters Score -2284421 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2284515.250000 Penalty: 3206.177979
	Iteration 33Q: 3 clusters Score -2284515 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2284615.500000 Penalty: 3206.177979
	Iteration 34Q: 3 clusters Score -2284616 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2284745.500000 Penalty: 3206.177979
	Iteration 35Q: 3 clusters Score -2284746 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2284863.000000 Penalty: 3206.177979
	Iteration 36Q: 3 clusters Score -2284863 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2284961.500000 Penalty: 3206.177979
	Iteration 37Q: 3 clusters Score -2284962 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2285040.750000 Penalty: 3206.177979
	Iteration 38Q: 3 clusters Score -2285041 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2285133.000000 Penalty: 3206.177979
	Iteration 39Q: 3 clusters Score -2285133 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2285207.000000 Penalty: 3206.177979
	Iteration 40F: 3 clusters Score -2285207 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2285271.750000 Penalty: 3206.177979
	Iteration 41Q: 3 clusters Score -2285272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2285337.250000 Penalty: 3206.177979
	Iteration 42Q: 3 clusters Score -2285337 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2285401.000000 Penalty: 3206.177979
	Iteration 43Q: 3 clusters Score -2285401 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2285466.000000 Penalty: 3206.177979
	Iteration 44Q: 3 clusters Score -2285466 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2285524.750000 Penalty: 3206.177979
	Iteration 45Q: 3 clusters Score -2285525 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2285566.750000 Penalty: 3206.177979
	Iteration 46Q: 3 clusters Score -2285567 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2285617.500000 Penalty: 3206.177979
	Iteration 47Q: 3 clusters Score -2285618 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2285649.250000 Penalty: 3206.177979
	Iteration 48Q: 3 clusters Score -2285649 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2285690.750000 Penalty: 3206.177979
	Iteration 49Q: 3 clusters Score -2285691 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2285715.500000 Penalty: 3206.177979
	Iteration 50Q: 3 clusters Score -2285716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2285741.750000 Penalty: 3206.177979
	Iteration 51Q: 3 clusters Score -2285742 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2285775.500000 Penalty: 3206.177979
	Iteration 52Q: 3 clusters Score -2285776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2285797.000000 Penalty: 3206.177979
	Iteration 53Q: 3 clusters Score -2285797 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2285815.500000 Penalty: 3206.177979
	Iteration 54Q: 3 clusters Score -2285816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2285840.000000 Penalty: 3206.177979
	Iteration 55Q: 3 clusters Score -2285840 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2285858.250000 Penalty: 3206.177979
	Iteration 56Q: 3 clusters Score -2285858 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2285883.000000 Penalty: 3206.177979
	Iteration 57Q: 3 clusters Score -2285883 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2285906.000000 Penalty: 3206.177979
	Iteration 58Q: 3 clusters Score -2285906 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2285931.750000 Penalty: 3206.177979
	Iteration 59Q: 3 clusters Score -2285932 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2285967.000000 Penalty: 3206.177979
	Iteration 60F: 3 clusters Score -2285967 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2285993.000000 Penalty: 3206.177979
	Iteration 61Q: 3 clusters Score -2285993 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2286022.750000 Penalty: 3206.177979
	Iteration 62Q: 3 clusters Score -2286023 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2286048.250000 Penalty: 3206.177979
	Iteration 63Q: 3 clusters Score -2286048 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2286077.750000 Penalty: 3206.177979
	Iteration 64Q: 3 clusters Score -2286078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2286097.000000 Penalty: 3206.177979
	Iteration 65Q: 3 clusters Score -2286097 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2286128.250000 Penalty: 3206.177979
	Iteration 66Q: 3 clusters Score -2286128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2286150.000000 Penalty: 3206.177979
	Iteration 67Q: 3 clusters Score -2286150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2286189.250000 Penalty: 3206.177979
	Iteration 68Q: 3 clusters Score -2286189 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2286229.750000 Penalty: 3206.177979
	Iteration 69Q: 3 clusters Score -2286230 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2286267.000000 Penalty: 3206.177979
	Iteration 70Q: 3 clusters Score -2286267 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2286303.250000 Penalty: 3206.177979
	Iteration 71Q: 3 clusters Score -2286303 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2286343.750000 Penalty: 3206.177979
	Iteration 72Q: 3 clusters Score -2286344 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2286381.250000 Penalty: 3206.177979
	Iteration 73Q: 3 clusters Score -2286381 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2286425.000000 Penalty: 3206.177979
	Iteration 74Q: 3 clusters Score -2286425 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2286473.750000 Penalty: 3206.177979
	Iteration 75Q: 3 clusters Score -2286474 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2286546.000000 Penalty: 3206.177979
	Iteration 76Q: 3 clusters Score -2286546 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2286598.250000 Penalty: 3206.177979
	Iteration 77Q: 3 clusters Score -2286598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2286632.000000 Penalty: 3206.177979
	Iteration 78Q: 3 clusters Score -2286632 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2286673.750000 Penalty: 3206.177979
	Iteration 79Q: 3 clusters Score -2286674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2286728.250000 Penalty: 3206.177979
	Iteration 80F: 3 clusters Score -2286728 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2286772.250000 Penalty: 3206.177979
	Iteration 81Q: 3 clusters Score -2286772 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2286813.250000 Penalty: 3206.177979
	Iteration 82Q: 3 clusters Score -2286813 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2286851.250000 Penalty: 3206.177979
	Iteration 83Q: 3 clusters Score -2286851 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2286895.750000 Penalty: 3206.177979
	Iteration 84Q: 3 clusters Score -2286896 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2286933.750000 Penalty: 3206.177979
	Iteration 85Q: 3 clusters Score -2286934 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2286969.000000 Penalty: 3206.177979
	Iteration 86Q: 3 clusters Score -2286969 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2286997.250000 Penalty: 3206.177979
	Iteration 87Q: 3 clusters Score -2286997 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2287020.250000 Penalty: 3206.177979
	Iteration 88Q: 3 clusters Score -2287020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2287047.000000 Penalty: 3206.177979
	Iteration 89Q: 3 clusters Score -2287047 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2287073.750000 Penalty: 3206.177979
	Iteration 90Q: 3 clusters Score -2287074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2287100.250000 Penalty: 3206.177979
	Iteration 91Q: 3 clusters Score -2287100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2287121.500000 Penalty: 3206.177979
	Iteration 92Q: 3 clusters Score -2287122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2287129.500000 Penalty: 3206.177979
	Iteration 93Q: 3 clusters Score -2287130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2287136.750000 Penalty: 3206.177979
	Iteration 94Q: 3 clusters Score -2287137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2287150.750000 Penalty: 3206.177979
	Iteration 95Q: 3 clusters Score -2287151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2287152.250000 Penalty: 3206.177979
	Iteration 96Q: 3 clusters Score -2287152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2287156.500000 Penalty: 3206.177979
	Iteration 97Q: 3 clusters Score -2287156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2287156.500000 Penalty: 3206.177979
	Iteration 98Q: 3 clusters Score -2287156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2287156.250000 Penalty: 3206.177979
	Iteration 99Q: 3 clusters Score -2287156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2287159.000000 Penalty: 3206.177979
	Iteration 100F: 3 clusters Score -2287159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2287159.750000 Penalty: 3206.177979
	Iteration 101Q: 3 clusters Score -2287160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2287158.750000 Penalty: 3206.177979
	Iteration 102Q: 3 clusters Score -2287159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2287159.750000 Penalty: 3206.177979
	Iteration 103Q: 3 clusters Score -2287160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2287161.750000 Penalty: 3206.177979
	Iteration 104Q: 3 clusters Score -2287162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2287158.750000 Penalty: 3206.177979
	Iteration 105Q: 3 clusters Score -2287159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2287158.250000 Penalty: 3206.177979
	Iteration 106Q: 3 clusters Score -2287158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2287158.000000 Penalty: 3206.177979
	Iteration 107Q: 3 clusters Score -2287158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2287158.000000 Penalty: 3206.177979
	Iteration 108F: 3 clusters Score -2287158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 25621 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 16 contains 75468 members 
Mstep: Class 17 contains 88813 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 103031 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 84133 members 
Mstep: Class 23 contains 2388 members 
Mstep: Class 24 contains 10508 members 
Mstep: Class 25 contains 953 members 
Mstep: Class 26 contains 3708 members 
Mstep: Class 27 contains 4651 members 
Mstep: Class 28 contains 581 members 
Mstep: Class 29 contains 94785 members 
Mstep: Class 30 contains 1305 members 
Mstep: Class 31 contains 8740 members 
Entering Unmasked Estep 
Score: -102114856.000000 Penalty: 68724.578125
Splitting cluster 24 changes total score from -102026496.000000 to -102114856.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 107916 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 104764 members 
Mstep: Class 9 contains 25621 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 23104 members 
Mstep: Class 19 contains 103031 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 84133 members 
Mstep: Class 23 contains 2388 members 
Mstep: Class 24 contains 10508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102134488.000000 Penalty: 68724.578125
Iteration 39Q: 32 clusters Score -1.021345e+08 nChanged 33013
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 490 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 271 members 
Mstep: Class 5 contains 109799 members 
Mstep: Class 6 contains 28140 members 
Mstep: Class 7 contains 4790 members 
Mstep: Class 8 contains 108479 members 
Mstep: Class 9 contains 27193 members 
Mstep: Class 10 contains 369 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 14 contains 4020 members 
Mstep: Class 15 contains 24325 members 
Mstep: Class 16 contains 75210 members 
Mstep: Class 17 contains 85014 members 
Mstep: Class 18 contains 463 members 
Mstep: Class 19 contains 97803 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 5906 members 
Mstep: Class 22 contains 85629 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 10546 members 
Mstep: Class 25 contains 942 members 
Mstep: Class 26 contains 3551 members 
Mstep: Class 27 contains 4711 members 
Mstep: Class 28 contains 644 members 
Mstep: Class 29 contains 95249 members 
Mstep: Class 30 contains 1233 members 
Mstep: Class 31 contains 8005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102148776.000000 Penalty: 68724.578125
Iteration 40F: 32 clusters Score -1.021488e+08 nChanged 29220
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 515 members 
Mstep: Class 3 contains 2787 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 107660 members 
Mstep: Class 6 contains 28387 members 
Mstep: Class 7 contains 5017 members 
Mstep: Class 8 contains 109087 members 
Mstep: Class 9 contains 25550 members 
Mstep: Class 10 contains 368 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 7501 members 
Mstep: Class 13 contains 8992 members 
Mstep: Class 14 contains 3673 members 
Mstep: Class 15 contains 26181 members 
Mstep: Class 16 contains 76553 members 
Mstep: Class 17 contains 84886 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 91909 members 
Mstep: Class 20 contains 3785 members 
Mstep: Class 21 contains 5822 members 
Mstep: Class 22 contains 86729 members 
Mstep: Class 23 contains 2697 members 
Mstep: Class 24 contains 10251 members 
Mstep: Class 25 contains 945 members 
Mstep: Class 26 contains 3743 members 
Mstep: Class 27 contains 5156 members 
Mstep: Class 28 contains 735 members 
Mstep: Class 29 contains 100184 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 8207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102157616.000000 Penalty: 68724.578125
Iteration 41Q: 32 clusters Score -1.021576e+08 nChanged 20056
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 105415 members 
Mstep: Class 6 contains 28715 members 
Mstep: Class 7 contains 5165 members 
Mstep: Class 8 contains 109101 members 
Mstep: Class 9 contains 23804 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 2475 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 9089 members 
Mstep: Class 14 contains 3464 members 
Mstep: Class 15 contains 27886 members 
Mstep: Class 16 contains 77514 members 
Mstep: Class 17 contains 83734 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 89183 members 
Mstep: Class 20 contains 3921 members 
Mstep: Class 21 contains 5769 members 
Mstep: Class 22 contains 88852 members 
Mstep: Class 23 contains 2750 members 
Mstep: Class 24 contains 10029 members 
Mstep: Class 25 contains 951 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 5363 members 
Mstep: Class 28 contains 786 members 
Mstep: Class 29 contains 103268 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 8304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102161728.000000 Penalty: 68724.578125
Iteration 42Q: 32 clusters Score -1.021617e+08 nChanged 17460
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 103126 members 
Mstep: Class 6 contains 29027 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 108784 members 
Mstep: Class 9 contains 21938 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 7317 members 
Mstep: Class 13 contains 9178 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 29738 members 
Mstep: Class 16 contains 78430 members 
Mstep: Class 17 contains 82206 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 87926 members 
Mstep: Class 20 contains 4022 members 
Mstep: Class 21 contains 5666 members 
Mstep: Class 22 contains 90917 members 
Mstep: Class 23 contains 2776 members 
Mstep: Class 24 contains 9832 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 3969 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 105688 members 
Mstep: Class 30 contains 1243 members 
Mstep: Class 31 contains 8381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102164448.000000 Penalty: 68724.578125
Iteration 43Q: 32 clusters Score -1.021644e+08 nChanged 15854
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2732 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 100838 members 
Mstep: Class 6 contains 29327 members 
Mstep: Class 7 contains 5380 members 
Mstep: Class 8 contains 108358 members 
Mstep: Class 9 contains 20043 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 2594 members 
Mstep: Class 12 contains 7320 members 
Mstep: Class 13 contains 9258 members 
Mstep: Class 14 contains 3204 members 
Mstep: Class 15 contains 31740 members 
Mstep: Class 16 contains 79255 members 
Mstep: Class 17 contains 80602 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 87443 members 
Mstep: Class 20 contains 4068 members 
Mstep: Class 21 contains 5557 members 
Mstep: Class 22 contains 92682 members 
Mstep: Class 23 contains 2780 members 
Mstep: Class 24 contains 9682 members 
Mstep: Class 25 contains 964 members 
Mstep: Class 26 contains 4055 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 825 members 
Mstep: Class 29 contains 107710 members 
Mstep: Class 30 contains 1246 members 
Mstep: Class 31 contains 8472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102165048.000000 Penalty: 68724.578125
Iteration 44Q: 32 clusters Score -1.02165e+08 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 98538 members 
Mstep: Class 6 contains 29601 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 107857 members 
Mstep: Class 9 contains 18243 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 7334 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 3103 members 
Mstep: Class 15 contains 33979 members 
Mstep: Class 16 contains 80058 members 
Mstep: Class 17 contains 79003 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 87361 members 
Mstep: Class 20 contains 4110 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 94137 members 
Mstep: Class 23 contains 2779 members 
Mstep: Class 24 contains 9550 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 5643 members 
Mstep: Class 28 contains 836 members 
Mstep: Class 29 contains 109382 members 
Mstep: Class 30 contains 1246 members 
Mstep: Class 31 contains 8541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102167120.000000 Penalty: 68724.578125
Iteration 45Q: 32 clusters Score -1.021671e+08 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 96439 members 
Mstep: Class 6 contains 29793 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 107259 members 
Mstep: Class 9 contains 16602 members 
Mstep: Class 10 contains 360 members 
Mstep: Class 11 contains 2660 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 9449 members 
Mstep: Class 14 contains 3031 members 
Mstep: Class 15 contains 36379 members 
Mstep: Class 16 contains 80858 members 
Mstep: Class 17 contains 77537 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 87495 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 5252 members 
Mstep: Class 22 contains 95321 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 9435 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 4189 members 
Mstep: Class 27 contains 5710 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 110600 members 
Mstep: Class 30 contains 1245 members 
Mstep: Class 31 contains 8620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102169056.000000 Penalty: 68724.578125
Iteration 46Q: 32 clusters Score -1.021691e+08 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 94442 members 
Mstep: Class 6 contains 29981 members 
Mstep: Class 7 contains 5556 members 
Mstep: Class 8 contains 106591 members 
Mstep: Class 9 contains 14986 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 7435 members 
Mstep: Class 13 contains 9537 members 
Mstep: Class 14 contains 2973 members 
Mstep: Class 15 contains 38909 members 
Mstep: Class 16 contains 81668 members 
Mstep: Class 17 contains 76400 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 19 contains 87737 members 
Mstep: Class 20 contains 4139 members 
Mstep: Class 21 contains 5099 members 
Mstep: Class 22 contains 96341 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 9309 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 4223 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 843 members 
Mstep: Class 29 contains 111382 members 
Mstep: Class 30 contains 1246 members 
Mstep: Class 31 contains 8679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102171032.000000 Penalty: 68724.578125
Iteration 47Q: 32 clusters Score -1.02171e+08 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 92691 members 
Mstep: Class 6 contains 30127 members 
Mstep: Class 7 contains 5601 members 
Mstep: Class 8 contains 105713 members 
Mstep: Class 9 contains 13492 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 7493 members 
Mstep: Class 13 contains 9632 members 
Mstep: Class 14 contains 2930 members 
Mstep: Class 15 contains 41509 members 
Mstep: Class 16 contains 82627 members 
Mstep: Class 17 contains 75429 members 
Mstep: Class 18 contains 390 members 
Mstep: Class 19 contains 87969 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 97056 members 
Mstep: Class 23 contains 2784 members 
Mstep: Class 24 contains 9201 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 4267 members 
Mstep: Class 27 contains 5803 members 
Mstep: Class 28 contains 844 members 
Mstep: Class 29 contains 111892 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 8723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102172632.000000 Penalty: 68724.578125
Iteration 48Q: 32 clusters Score -1.021726e+08 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 91150 members 
Mstep: Class 6 contains 30246 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 104572 members 
Mstep: Class 9 contains 12124 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 9700 members 
Mstep: Class 14 contains 2897 members 
Mstep: Class 15 contains 44217 members 
Mstep: Class 16 contains 83853 members 
Mstep: Class 17 contains 74643 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 88112 members 
Mstep: Class 20 contains 4117 members 
Mstep: Class 21 contains 4796 members 
Mstep: Class 22 contains 97535 members 
Mstep: Class 23 contains 2795 members 
Mstep: Class 24 contains 9094 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 4322 members 
Mstep: Class 27 contains 5857 members 
Mstep: Class 28 contains 843 members 
Mstep: Class 29 contains 112091 members 
Mstep: Class 30 contains 1256 members 
Mstep: Class 31 contains 8773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102176616.000000 Penalty: 68724.578125
Iteration 49Q: 32 clusters Score -1.021766e+08 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 89666 members 
Mstep: Class 6 contains 30332 members 
Mstep: Class 7 contains 5665 members 
Mstep: Class 8 contains 102884 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 7578 members 
Mstep: Class 13 contains 9775 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 47113 members 
Mstep: Class 16 contains 85653 members 
Mstep: Class 17 contains 73889 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 88261 members 
Mstep: Class 20 contains 4087 members 
Mstep: Class 21 contains 4665 members 
Mstep: Class 22 contains 97790 members 
Mstep: Class 23 contains 2789 members 
Mstep: Class 24 contains 9018 members 
Mstep: Class 25 contains 1020 members 
Mstep: Class 26 contains 4367 members 
Mstep: Class 27 contains 5905 members 
Mstep: Class 28 contains 846 members 
Mstep: Class 29 contains 112122 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 8826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102181688.000000 Penalty: 68724.578125
Iteration 50Q: 32 clusters Score -1.021817e+08 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2764 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 88385 members 
Mstep: Class 6 contains 30382 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 100297 members 
Mstep: Class 9 contains 9780 members 
Mstep: Class 10 contains 364 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 7614 members 
Mstep: Class 13 contains 9819 members 
Mstep: Class 14 contains 2832 members 
Mstep: Class 15 contains 49942 members 
Mstep: Class 16 contains 88429 members 
Mstep: Class 17 contains 73270 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 88348 members 
Mstep: Class 20 contains 4068 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 97890 members 
Mstep: Class 23 contains 2789 members 
Mstep: Class 24 contains 8948 members 
Mstep: Class 25 contains 1035 members 
Mstep: Class 26 contains 4416 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 846 members 
Mstep: Class 29 contains 111898 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 8882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102188504.000000 Penalty: 68724.578125
Iteration 51Q: 32 clusters Score -1.021885e+08 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87178 members 
Mstep: Class 6 contains 30398 members 
Mstep: Class 7 contains 5704 members 
Mstep: Class 8 contains 96373 members 
Mstep: Class 9 contains 8840 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 7654 members 
Mstep: Class 13 contains 9877 members 
Mstep: Class 14 contains 2798 members 
Mstep: Class 15 contains 52827 members 
Mstep: Class 16 contains 92635 members 
Mstep: Class 17 contains 72768 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 88375 members 
Mstep: Class 20 contains 4033 members 
Mstep: Class 21 contains 4380 members 
Mstep: Class 22 contains 97875 members 
Mstep: Class 23 contains 2785 members 
Mstep: Class 24 contains 8889 members 
Mstep: Class 25 contains 1045 members 
Mstep: Class 26 contains 4470 members 
Mstep: Class 27 contains 5912 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 111440 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 8931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102196120.000000 Penalty: 68724.578125
Iteration 52Q: 32 clusters Score -1.021961e+08 nChanged 15141
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 86130 members 
Mstep: Class 6 contains 30375 members 
Mstep: Class 7 contains 5731 members 
Mstep: Class 8 contains 90893 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 7694 members 
Mstep: Class 13 contains 9919 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 55678 members 
Mstep: Class 16 contains 98564 members 
Mstep: Class 17 contains 72330 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 88289 members 
Mstep: Class 20 contains 3971 members 
Mstep: Class 21 contains 4239 members 
Mstep: Class 22 contains 97666 members 
Mstep: Class 23 contains 2782 members 
Mstep: Class 24 contains 8826 members 
Mstep: Class 25 contains 1054 members 
Mstep: Class 26 contains 4521 members 
Mstep: Class 27 contains 5868 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 110943 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 8987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102198424.000000 Penalty: 68724.578125
Iteration 53Q: 32 clusters Score -1.021984e+08 nChanged 16978
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 85253 members 
Mstep: Class 6 contains 30353 members 
Mstep: Class 7 contains 5774 members 
Mstep: Class 8 contains 84860 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 12 contains 7721 members 
Mstep: Class 13 contains 9964 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 58369 members 
Mstep: Class 16 contains 105055 members 
Mstep: Class 17 contains 71966 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 88125 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 97304 members 
Mstep: Class 23 contains 2780 members 
Mstep: Class 24 contains 8759 members 
Mstep: Class 25 contains 1063 members 
Mstep: Class 26 contains 4568 members 
Mstep: Class 27 contains 5842 members 
Mstep: Class 28 contains 840 members 
Mstep: Class 29 contains 110351 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 9023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102194264.000000 Penalty: 68724.578125
Iteration 54Q: 32 clusters Score -1.021943e+08 nChanged 18871
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2769 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 84545 members 
Mstep: Class 6 contains 30344 members 
Mstep: Class 7 contains 5809 members 
Mstep: Class 8 contains 81723 members 
Mstep: Class 9 contains 6625 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 7723 members 
Mstep: Class 13 contains 10023 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 60856 members 
Mstep: Class 16 contains 108490 members 
Mstep: Class 17 contains 71592 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 19 contains 87978 members 
Mstep: Class 20 contains 3913 members 
Mstep: Class 21 contains 4020 members 
Mstep: Class 22 contains 96816 members 
Mstep: Class 23 contains 2788 members 
Mstep: Class 24 contains 8716 members 
Mstep: Class 25 contains 1074 members 
Mstep: Class 26 contains 4622 members 
Mstep: Class 27 contains 5825 members 
Mstep: Class 28 contains 841 members 
Mstep: Class 29 contains 109759 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 9080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102189320.000000 Penalty: 68724.578125
Iteration 55Q: 32 clusters Score -1.021893e+08 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2771 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 84027 members 
Mstep: Class 6 contains 30348 members 
Mstep: Class 7 contains 5841 members 
Mstep: Class 8 contains 83170 members 
Mstep: Class 9 contains 6050 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 7717 members 
Mstep: Class 13 contains 10074 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 63203 members 
Mstep: Class 16 contains 107289 members 
Mstep: Class 17 contains 71266 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 87792 members 
Mstep: Class 20 contains 3903 members 
Mstep: Class 21 contains 3950 members 
Mstep: Class 22 contains 96200 members 
Mstep: Class 23 contains 2795 members 
Mstep: Class 24 contains 8655 members 
Mstep: Class 25 contains 1081 members 
Mstep: Class 26 contains 4681 members 
Mstep: Class 27 contains 5846 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 109134 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 9147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102189120.000000 Penalty: 68724.578125
Iteration 56Q: 32 clusters Score -1.021891e+08 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 83696 members 
Mstep: Class 6 contains 30320 members 
Mstep: Class 7 contains 5866 members 
Mstep: Class 8 contains 85982 members 
Mstep: Class 9 contains 5522 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 12 contains 7723 members 
Mstep: Class 13 contains 10117 members 
Mstep: Class 14 contains 2710 members 
Mstep: Class 15 contains 65337 members 
Mstep: Class 16 contains 104746 members 
Mstep: Class 17 contains 71003 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 19 contains 87492 members 
Mstep: Class 20 contains 3873 members 
Mstep: Class 21 contains 3883 members 
Mstep: Class 22 contains 95761 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 8598 members 
Mstep: Class 25 contains 1088 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 5888 members 
Mstep: Class 28 contains 837 members 
Mstep: Class 29 contains 108441 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 9198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102191664.000000 Penalty: 68724.578125
Iteration 57Q: 32 clusters Score -1.021917e+08 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2780 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 83481 members 
Mstep: Class 6 contains 30286 members 
Mstep: Class 7 contains 5888 members 
Mstep: Class 8 contains 89002 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 12 contains 7730 members 
Mstep: Class 13 contains 10135 members 
Mstep: Class 14 contains 2705 members 
Mstep: Class 15 contains 67365 members 
Mstep: Class 16 contains 102123 members 
Mstep: Class 17 contains 70711 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 87072 members 
Mstep: Class 20 contains 3837 members 
Mstep: Class 21 contains 3850 members 
Mstep: Class 22 contains 95336 members 
Mstep: Class 23 contains 2827 members 
Mstep: Class 24 contains 8545 members 
Mstep: Class 25 contains 1098 members 
Mstep: Class 26 contains 4770 members 
Mstep: Class 27 contains 5947 members 
Mstep: Class 28 contains 833 members 
Mstep: Class 29 contains 107718 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 9234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102195032.000000 Penalty: 68724.578125
Iteration 58Q: 32 clusters Score -1.02195e+08 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 83374 members 
Mstep: Class 6 contains 30242 members 
Mstep: Class 7 contains 5908 members 
Mstep: Class 8 contains 91547 members 
Mstep: Class 9 contains 4655 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 2759 members 
Mstep: Class 12 contains 7736 members 
Mstep: Class 13 contains 10140 members 
Mstep: Class 14 contains 2698 members 
Mstep: Class 15 contains 69207 members 
Mstep: Class 16 contains 99975 members 
Mstep: Class 17 contains 70400 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 86671 members 
Mstep: Class 20 contains 3802 members 
Mstep: Class 21 contains 3802 members 
Mstep: Class 22 contains 95151 members 
Mstep: Class 23 contains 2834 members 
Mstep: Class 24 contains 8492 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 5958 members 
Mstep: Class 28 contains 830 members 
Mstep: Class 29 contains 106911 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 9251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102197440.000000 Penalty: 68724.578125
Iteration 59Q: 32 clusters Score -1.021974e+08 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 83243 members 
Mstep: Class 6 contains 30195 members 
Mstep: Class 7 contains 5931 members 
Mstep: Class 8 contains 93565 members 
Mstep: Class 9 contains 4300 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 7763 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 70881 members 
Mstep: Class 16 contains 98217 members 
Mstep: Class 17 contains 70107 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 86374 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 21 contains 3766 members 
Mstep: Class 22 contains 95052 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 8437 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 6006 members 
Mstep: Class 28 contains 830 members 
Mstep: Class 29 contains 106085 members 
Mstep: Class 30 contains 1273 members 
Mstep: Class 31 contains 9273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102202520.000000 Penalty: 68724.578125
Iteration 60F: 32 clusters Score -1.022025e+08 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 82507 members 
Mstep: Class 6 contains 30154 members 
Mstep: Class 7 contains 5955 members 
Mstep: Class 8 contains 94658 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 7782 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 74099 members 
Mstep: Class 16 contains 97279 members 
Mstep: Class 17 contains 68673 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 86087 members 
Mstep: Class 20 contains 3746 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 94495 members 
Mstep: Class 23 contains 2838 members 
Mstep: Class 24 contains 8372 members 
Mstep: Class 25 contains 1126 members 
Mstep: Class 26 contains 4866 members 
Mstep: Class 27 contains 6163 members 
Mstep: Class 28 contains 837 members 
Mstep: Class 29 contains 105873 members 
Mstep: Class 30 contains 1276 members 
Mstep: Class 31 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102203536.000000 Penalty: 68724.578125
Iteration 61Q: 32 clusters Score -1.022035e+08 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 504 members 
Mstep: Class 3 contains 2821 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 81965 members 
Mstep: Class 6 contains 30131 members 
Mstep: Class 7 contains 5967 members 
Mstep: Class 8 contains 95686 members 
Mstep: Class 9 contains 3650 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 7790 members 
Mstep: Class 13 contains 10181 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 77147 members 
Mstep: Class 16 contains 96290 members 
Mstep: Class 17 contains 67440 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 85848 members 
Mstep: Class 20 contains 3739 members 
Mstep: Class 21 contains 3683 members 
Mstep: Class 22 contains 93835 members 
Mstep: Class 23 contains 2835 members 
Mstep: Class 24 contains 8319 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 4904 members 
Mstep: Class 27 contains 6291 members 
Mstep: Class 28 contains 841 members 
Mstep: Class 29 contains 105575 members 
Mstep: Class 30 contains 1280 members 
Mstep: Class 31 contains 9295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102205232.000000 Penalty: 68724.578125
Iteration 62Q: 32 clusters Score -1.022052e+08 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 504 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 81402 members 
Mstep: Class 6 contains 30095 members 
Mstep: Class 7 contains 5988 members 
Mstep: Class 8 contains 96472 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 7812 members 
Mstep: Class 13 contains 10162 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 80216 members 
Mstep: Class 16 contains 95464 members 
Mstep: Class 17 contains 66414 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 85605 members 
Mstep: Class 20 contains 3732 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 93040 members 
Mstep: Class 23 contains 2835 members 
Mstep: Class 24 contains 8267 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 6389 members 
Mstep: Class 28 contains 843 members 
Mstep: Class 29 contains 105291 members 
Mstep: Class 30 contains 1283 members 
Mstep: Class 31 contains 9311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102206176.000000 Penalty: 68724.578125
Iteration 63Q: 32 clusters Score -1.022062e+08 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 504 members 
Mstep: Class 3 contains 2821 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 80753 members 
Mstep: Class 6 contains 30048 members 
Mstep: Class 7 contains 6004 members 
Mstep: Class 8 contains 97136 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 348 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 10155 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 83254 members 
Mstep: Class 16 contains 94679 members 
Mstep: Class 17 contains 65680 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 85276 members 
Mstep: Class 20 contains 3742 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 92324 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 8220 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 4995 members 
Mstep: Class 27 contains 6477 members 
Mstep: Class 28 contains 844 members 
Mstep: Class 29 contains 104878 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 9328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102206128.000000 Penalty: 68724.578125
Iteration 64Q: 32 clusters Score -1.022061e+08 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 504 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 80066 members 
Mstep: Class 6 contains 30032 members 
Mstep: Class 7 contains 6016 members 
Mstep: Class 8 contains 97622 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 2723 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 10156 members 
Mstep: Class 14 contains 2669 members 
Mstep: Class 15 contains 86170 members 
Mstep: Class 16 contains 94075 members 
Mstep: Class 17 contains 65216 members 
Mstep: Class 18 contains 403 members 
Mstep: Class 19 contains 84708 members 
Mstep: Class 20 contains 3758 members 
Mstep: Class 21 contains 3624 members 
Mstep: Class 22 contains 91763 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 8175 members 
Mstep: Class 25 contains 1179 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 842 members 
Mstep: Class 29 contains 104399 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 9349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102205968.000000 Penalty: 68724.578125
Iteration 65Q: 32 clusters Score -1.02206e+08 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 79608 members 
Mstep: Class 6 contains 29999 members 
Mstep: Class 7 contains 6027 members 
Mstep: Class 8 contains 97853 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2721 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 15 contains 88761 members 
Mstep: Class 16 contains 93699 members 
Mstep: Class 17 contains 65043 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 83872 members 
Mstep: Class 20 contains 3763 members 
Mstep: Class 21 contains 3615 members 
Mstep: Class 22 contains 91318 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 8130 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 5077 members 
Mstep: Class 27 contains 6581 members 
Mstep: Class 28 contains 841 members 
Mstep: Class 29 contains 103944 members 
Mstep: Class 30 contains 1287 members 
Mstep: Class 31 contains 9372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102205304.000000 Penalty: 68724.578125
Iteration 66Q: 32 clusters Score -1.022053e+08 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 79411 members 
Mstep: Class 6 contains 29933 members 
Mstep: Class 7 contains 6034 members 
Mstep: Class 8 contains 97997 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2713 members 
Mstep: Class 12 contains 7945 members 
Mstep: Class 13 contains 10109 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 90989 members 
Mstep: Class 16 contains 93394 members 
Mstep: Class 17 contains 65003 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 82978 members 
Mstep: Class 20 contains 3765 members 
Mstep: Class 21 contains 3593 members 
Mstep: Class 22 contains 90960 members 
Mstep: Class 23 contains 2856 members 
Mstep: Class 24 contains 8093 members 
Mstep: Class 25 contains 1197 members 
Mstep: Class 26 contains 5117 members 
Mstep: Class 27 contains 6593 members 
Mstep: Class 28 contains 843 members 
Mstep: Class 29 contains 103517 members 
Mstep: Class 30 contains 1288 members 
Mstep: Class 31 contains 9403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102204032.000000 Penalty: 68724.578125
Iteration 67Q: 32 clusters Score -1.02204e+08 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 79358 members 
Mstep: Class 6 contains 29867 members 
Mstep: Class 7 contains 6042 members 
Mstep: Class 8 contains 97990 members 
Mstep: Class 9 contains 2150 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2704 members 
Mstep: Class 12 contains 7971 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 92789 members 
Mstep: Class 16 contains 93246 members 
Mstep: Class 17 contains 65095 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 82123 members 
Mstep: Class 20 contains 3781 members 
Mstep: Class 21 contains 3577 members 
Mstep: Class 22 contains 90722 members 
Mstep: Class 23 contains 2856 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 1209 members 
Mstep: Class 26 contains 5161 members 
Mstep: Class 27 contains 6625 members 
Mstep: Class 28 contains 844 members 
Mstep: Class 29 contains 102973 members 
Mstep: Class 30 contains 1291 members 
Mstep: Class 31 contains 9442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102202480.000000 Penalty: 68724.578125
Iteration 68Q: 32 clusters Score -1.022025e+08 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 79445 members 
Mstep: Class 6 contains 29795 members 
Mstep: Class 7 contains 6055 members 
Mstep: Class 8 contains 97848 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 10039 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 15 contains 94183 members 
Mstep: Class 16 contains 93212 members 
Mstep: Class 17 contains 65339 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 81436 members 
Mstep: Class 20 contains 3789 members 
Mstep: Class 21 contains 3564 members 
Mstep: Class 22 contains 90583 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 8001 members 
Mstep: Class 25 contains 1222 members 
Mstep: Class 26 contains 5198 members 
Mstep: Class 27 contains 6625 members 
Mstep: Class 28 contains 846 members 
Mstep: Class 29 contains 102334 members 
Mstep: Class 30 contains 1294 members 
Mstep: Class 31 contains 9482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2194.358398 but Gain 2216.921875
Score: -102201320.000000 Penalty: 66507.656250
Iteration 69Q: 31 clusters Score -1.022013e+08 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 79579 members 
Mstep: Class 6 contains 29707 members 
Mstep: Class 7 contains 6075 members 
Mstep: Class 8 contains 97638 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2690 members 
Mstep: Class 12 contains 8052 members 
Mstep: Class 13 contains 10007 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 95269 members 
Mstep: Class 16 contains 93282 members 
Mstep: Class 17 contains 66489 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 80988 members 
Mstep: Class 20 contains 3792 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 90486 members 
Mstep: Class 23 contains 2846 members 
Mstep: Class 24 contains 7960 members 
Mstep: Class 25 contains 1235 members 
Mstep: Class 26 contains 5227 members 
Mstep: Class 27 contains 6611 members 
Mstep: Class 28 contains 846 members 
Mstep: Class 29 contains 102545 members 
Mstep: Class 30 contains 1307 members 
Mstep: Class 31 contains 9532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102202608.000000 Penalty: 66507.656250
Iteration 70Q: 31 clusters Score -1.022026e+08 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 79809 members 
Mstep: Class 6 contains 29620 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 97316 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2691 members 
Mstep: Class 12 contains 8067 members 
Mstep: Class 13 contains 9986 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 96214 members 
Mstep: Class 16 contains 93481 members 
Mstep: Class 17 contains 66946 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 3788 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 90384 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 7915 members 
Mstep: Class 25 contains 1241 members 
Mstep: Class 26 contains 5254 members 
Mstep: Class 27 contains 6595 members 
Mstep: Class 28 contains 847 members 
Mstep: Class 29 contains 101414 members 
Mstep: Class 30 contains 1317 members 
Mstep: Class 31 contains 9574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201520.000000 Penalty: 66507.656250
Iteration 71Q: 31 clusters Score -1.022015e+08 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 80010 members 
Mstep: Class 6 contains 29535 members 
Mstep: Class 7 contains 6093 members 
Mstep: Class 8 contains 97016 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2693 members 
Mstep: Class 12 contains 8110 members 
Mstep: Class 13 contains 9968 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 96847 members 
Mstep: Class 16 contains 93727 members 
Mstep: Class 17 contains 67438 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 80590 members 
Mstep: Class 20 contains 3783 members 
Mstep: Class 21 contains 3567 members 
Mstep: Class 22 contains 90251 members 
Mstep: Class 23 contains 2825 members 
Mstep: Class 24 contains 7877 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 5285 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 100447 members 
Mstep: Class 30 contains 1334 members 
Mstep: Class 31 contains 9611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201568.000000 Penalty: 66507.656250
Iteration 72Q: 31 clusters Score -1.022016e+08 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 80243 members 
Mstep: Class 6 contains 29457 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 96722 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 8164 members 
Mstep: Class 13 contains 9940 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 97333 members 
Mstep: Class 16 contains 93958 members 
Mstep: Class 17 contains 68061 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 80423 members 
Mstep: Class 20 contains 3786 members 
Mstep: Class 21 contains 3572 members 
Mstep: Class 22 contains 90097 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 7841 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 5308 members 
Mstep: Class 27 contains 6551 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 99490 members 
Mstep: Class 30 contains 1352 members 
Mstep: Class 31 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201256.000000 Penalty: 66507.656250
Iteration 73Q: 31 clusters Score -1.022013e+08 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 80506 members 
Mstep: Class 6 contains 29383 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 96387 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 8222 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 2663 members 
Mstep: Class 15 contains 97756 members 
Mstep: Class 16 contains 94243 members 
Mstep: Class 17 contains 68718 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 80301 members 
Mstep: Class 20 contains 3783 members 
Mstep: Class 21 contains 3576 members 
Mstep: Class 22 contains 89857 members 
Mstep: Class 23 contains 2767 members 
Mstep: Class 24 contains 7810 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 6500 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 98627 members 
Mstep: Class 30 contains 1378 members 
Mstep: Class 31 contains 9667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201224.000000 Penalty: 66507.656250
Iteration 74Q: 31 clusters Score -1.022012e+08 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 80814 members 
Mstep: Class 6 contains 29297 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 96119 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2690 members 
Mstep: Class 12 contains 8287 members 
Mstep: Class 13 contains 9897 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 97997 members 
Mstep: Class 16 contains 94483 members 
Mstep: Class 17 contains 69500 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 80157 members 
Mstep: Class 20 contains 3784 members 
Mstep: Class 21 contains 3572 members 
Mstep: Class 22 contains 89609 members 
Mstep: Class 23 contains 2748 members 
Mstep: Class 24 contains 7769 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 5352 members 
Mstep: Class 27 contains 6484 members 
Mstep: Class 28 contains 844 members 
Mstep: Class 29 contains 97774 members 
Mstep: Class 30 contains 1404 members 
Mstep: Class 31 contains 9689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201112.000000 Penalty: 66507.656250
Iteration 75Q: 31 clusters Score -1.022011e+08 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 81073 members 
Mstep: Class 6 contains 29230 members 
Mstep: Class 7 contains 6152 members 
Mstep: Class 8 contains 95880 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 8338 members 
Mstep: Class 13 contains 9888 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 98150 members 
Mstep: Class 16 contains 94674 members 
Mstep: Class 17 contains 70234 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 80099 members 
Mstep: Class 20 contains 3783 members 
Mstep: Class 21 contains 3573 members 
Mstep: Class 22 contains 89412 members 
Mstep: Class 23 contains 2743 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 5376 members 
Mstep: Class 27 contains 6482 members 
Mstep: Class 28 contains 844 members 
Mstep: Class 29 contains 96973 members 
Mstep: Class 30 contains 1421 members 
Mstep: Class 31 contains 9699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201152.000000 Penalty: 66507.656250
Iteration 76Q: 31 clusters Score -1.022012e+08 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 81331 members 
Mstep: Class 6 contains 29177 members 
Mstep: Class 7 contains 6176 members 
Mstep: Class 8 contains 95698 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 8388 members 
Mstep: Class 13 contains 9861 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 98212 members 
Mstep: Class 16 contains 94819 members 
Mstep: Class 17 contains 71047 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 80020 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 21 contains 3575 members 
Mstep: Class 22 contains 89221 members 
Mstep: Class 23 contains 2737 members 
Mstep: Class 24 contains 7699 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 5407 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 846 members 
Mstep: Class 29 contains 96251 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 9711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201240.000000 Penalty: 66507.656250
Iteration 77Q: 31 clusters Score -1.022012e+08 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 81548 members 
Mstep: Class 6 contains 29140 members 
Mstep: Class 7 contains 6204 members 
Mstep: Class 8 contains 95603 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 8424 members 
Mstep: Class 13 contains 9830 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 98267 members 
Mstep: Class 16 contains 94885 members 
Mstep: Class 17 contains 71909 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 79915 members 
Mstep: Class 20 contains 3766 members 
Mstep: Class 21 contains 3578 members 
Mstep: Class 22 contains 89019 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 7667 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 6409 members 
Mstep: Class 28 contains 847 members 
Mstep: Class 29 contains 95530 members 
Mstep: Class 30 contains 1438 members 
Mstep: Class 31 contains 9734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201608.000000 Penalty: 66507.656250
Iteration 78Q: 31 clusters Score -1.022016e+08 nChanged 5606
Entering ConstructFrom: 
Score: -102201608.000000 Penalty: 66507.656250
Entering ConstructFrom: 
Trying to split cluster 1 (28279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Entering Unmasked Estep 
Score: -3409090.500000 Penalty: 1665.604736
	Iteration 0F: 2 clusters Score -3409090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3390082.000000 Penalty: 3331.209473
	Iteration 0F: 3 clusters Score -3390082 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3397241.750000 Penalty: 3331.209473
	Iteration 1F: 3 clusters Score -3397242 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3397607.500000 Penalty: 3331.209473
	Iteration 2Q: 3 clusters Score -3397608 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3398042.250000 Penalty: 3331.209473
	Iteration 3Q: 3 clusters Score -3398042 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3398621.750000 Penalty: 3331.209473
	Iteration 4Q: 3 clusters Score -3398622 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3399451.000000 Penalty: 3331.209473
	Iteration 5F: 3 clusters Score -3399451 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3400622.750000 Penalty: 3331.209473
	Iteration 6F: 3 clusters Score -3400623 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3402179.000000 Penalty: 3331.209473
	Iteration 7F: 3 clusters Score -3402179 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3403860.000000 Penalty: 3331.209473
	Iteration 8F: 3 clusters Score -3403860 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -3405300.250000 Penalty: 3331.209473
	Iteration 9F: 3 clusters Score -3405300 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3406346.000000 Penalty: 3331.209473
	Iteration 10Q: 3 clusters Score -3406346 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3407090.000000 Penalty: 3331.209473
	Iteration 11Q: 3 clusters Score -3407090 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3407551.500000 Penalty: 3331.209473
	Iteration 12Q: 3 clusters Score -3407552 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3407837.000000 Penalty: 3331.209473
	Iteration 13Q: 3 clusters Score -3407837 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3408033.500000 Penalty: 3331.209473
	Iteration 14Q: 3 clusters Score -3408034 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3408129.000000 Penalty: 3331.209473
	Iteration 15Q: 3 clusters Score -3408129 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3408202.000000 Penalty: 3331.209473
	Iteration 16Q: 3 clusters Score -3408202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3408251.000000 Penalty: 3331.209473
	Iteration 17Q: 3 clusters Score -3408251 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3408284.250000 Penalty: 3331.209473
	Iteration 18Q: 3 clusters Score -3408284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3408301.250000 Penalty: 3331.209473
	Iteration 19Q: 3 clusters Score -3408301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3408315.250000 Penalty: 3331.209473
	Iteration 20F: 3 clusters Score -3408315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3408329.000000 Penalty: 3331.209473
	Iteration 21Q: 3 clusters Score -3408329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3408332.000000 Penalty: 3331.209473
	Iteration 22Q: 3 clusters Score -3408332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3408342.750000 Penalty: 3331.209473
	Iteration 23Q: 3 clusters Score -3408343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3408345.500000 Penalty: 3331.209473
	Iteration 24Q: 3 clusters Score -3408346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3408352.500000 Penalty: 3331.209473
	Iteration 25Q: 3 clusters Score -3408352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3408346.250000 Penalty: 3331.209473
	Iteration 26Q: 3 clusters Score -3408346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3408341.000000 Penalty: 3331.209473
	Iteration 27Q: 3 clusters Score -3408341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3408341.000000 Penalty: 3331.209473
	Iteration 28Q: 3 clusters Score -3408341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -3408348.500000 Penalty: 3331.209473
	Iteration 29Q: 3 clusters Score -3408348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3408347.250000 Penalty: 3331.209473
	Iteration 30Q: 3 clusters Score -3408347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3408359.750000 Penalty: 3331.209473
	Iteration 31Q: 3 clusters Score -3408360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3408358.500000 Penalty: 3331.209473
	Iteration 32Q: 3 clusters Score -3408358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3408358.000000 Penalty: 3331.209473
	Iteration 33Q: 3 clusters Score -3408358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3408357.750000 Penalty: 3331.209473
	Iteration 34Q: 3 clusters Score -3408358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3408358.250000 Penalty: 3331.209473
	Iteration 35Q: 3 clusters Score -3408358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3408360.000000 Penalty: 3331.209473
	Iteration 36Q: 3 clusters Score -3408360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3408359.250000 Penalty: 3331.209473
	Iteration 37Q: 3 clusters Score -3408359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -3408359.000000 Penalty: 3331.209473
	Iteration 38Q: 3 clusters Score -3408359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3408361.250000 Penalty: 3331.209473
	Iteration 39Q: 3 clusters Score -3408361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3408365.750000 Penalty: 3331.209473
	Iteration 40F: 3 clusters Score -3408366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3408363.750000 Penalty: 3331.209473
	Iteration 41Q: 3 clusters Score -3408364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3408364.250000 Penalty: 3331.209473
	Iteration 42Q: 3 clusters Score -3408364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3408363.500000 Penalty: 3331.209473
	Iteration 43Q: 3 clusters Score -3408364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3408365.250000 Penalty: 3331.209473
	Iteration 44Q: 3 clusters Score -3408365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3408362.750000 Penalty: 3331.209473
	Iteration 45Q: 3 clusters Score -3408363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3408366.000000 Penalty: 3331.209473
	Iteration 46Q: 3 clusters Score -3408366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3408365.750000 Penalty: 3331.209473
	Iteration 47Q: 3 clusters Score -3408366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3408365.750000 Penalty: 3331.209473
	Iteration 48F: 3 clusters Score -3408366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -45746.500000 Penalty: 1011.812195
	Iteration 0F: 2 clusters Score -45746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44765.750000 Penalty: 2023.624390
	Iteration 0F: 3 clusters Score -44765.75 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45084.554688 Penalty: 2023.624390
	Iteration 1F: 3 clusters Score -45084.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45229.664062 Penalty: 2023.624390
	Iteration 2F: 3 clusters Score -45229.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45324.589844 Penalty: 2023.624390
	Iteration 3F: 3 clusters Score -45324.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45407.308594 Penalty: 2023.624390
	Iteration 4Q: 3 clusters Score -45407.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45499.796875 Penalty: 2023.624390
	Iteration 5Q: 3 clusters Score -45499.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45619.027344 Penalty: 2023.624390
	Iteration 6Q: 3 clusters Score -45619.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45736.675781 Penalty: 2023.624390
	Iteration 7Q: 3 clusters Score -45736.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45805.574219 Penalty: 2023.624390
	Iteration 8Q: 3 clusters Score -45805.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45831.976562 Penalty: 2023.624390
	Iteration 9Q: 3 clusters Score -45831.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45874.292969 Penalty: 2023.624390
	Iteration 10Q: 3 clusters Score -45874.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45907.097656 Penalty: 2023.624390
	Iteration 11Q: 3 clusters Score -45907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45930.824219 Penalty: 2023.624390
	Iteration 12Q: 3 clusters Score -45930.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45942.019531 Penalty: 2023.624390
	Iteration 13Q: 3 clusters Score -45942.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45949.457031 Penalty: 2023.624390
	Iteration 14Q: 3 clusters Score -45949.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45950.125000 Penalty: 2023.624390
	Iteration 15Q: 3 clusters Score -45950.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45956.828125 Penalty: 2023.624390
	Iteration 16F: 3 clusters Score -45956.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46002.164062 Penalty: 2023.624390
	Iteration 17Q: 3 clusters Score -46002.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46010.292969 Penalty: 2023.624390
	Iteration 18Q: 3 clusters Score -46010.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46016.132812 Penalty: 2023.624390
	Iteration 19Q: 3 clusters Score -46016.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46016.132812 Penalty: 2023.624390
	Iteration 20F: 3 clusters Score -46016.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 81763 members 
Mstep: Class 6 contains 29102 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 95534 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 8467 members 
Mstep: Class 13 contains 9795 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 98240 members 
Mstep: Class 16 contains 94928 members 
Mstep: Class 17 contains 72842 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 79791 members 
Mstep: Class 20 contains 3766 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 88857 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 6393 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 94763 members 
Mstep: Class 30 contains 1446 members 
Mstep: Class 31 contains 9754 members 
Entering Unmasked Estep 
Score: -102200112.000000 Penalty: 68724.578125
Splitting cluster 2 changes total score from -102201608.000000 to -102200112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -317815.687500 Penalty: 1289.939453
	Iteration 0F: 2 clusters Score -317815.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -315257.156250 Penalty: 2579.878906
	Iteration 0F: 3 clusters Score -315257.2 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -316144.968750 Penalty: 2579.878906
	Iteration 1F: 3 clusters Score -316145 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -316490.156250 Penalty: 2579.878906
	Iteration 2F: 3 clusters Score -316490.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -316761.156250 Penalty: 2579.878906
	Iteration 3F: 3 clusters Score -316761.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -316989.906250 Penalty: 2579.878906
	Iteration 4F: 3 clusters Score -316989.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -317198.312500 Penalty: 2579.878906
	Iteration 5F: 3 clusters Score -317198.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -317439.312500 Penalty: 2579.878906
	Iteration 6Q: 3 clusters Score -317439.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -317687.375000 Penalty: 2579.878906
	Iteration 7Q: 3 clusters Score -317687.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -317856.937500 Penalty: 2579.878906
	Iteration 8Q: 3 clusters Score -317856.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -317942.093750 Penalty: 2579.878906
	Iteration 9Q: 3 clusters Score -317942.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -318001.062500 Penalty: 2579.878906
	Iteration 10Q: 3 clusters Score -318001.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -318034.781250 Penalty: 2579.878906
	Iteration 11Q: 3 clusters Score -318034.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -318048.468750 Penalty: 2579.878906
	Iteration 12Q: 3 clusters Score -318048.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -318055.437500 Penalty: 2579.878906
	Iteration 13Q: 3 clusters Score -318055.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -318060.468750 Penalty: 2579.878906
	Iteration 14Q: 3 clusters Score -318060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -318065.218750 Penalty: 2579.878906
	Iteration 15Q: 3 clusters Score -318065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -318069.281250 Penalty: 2579.878906
	Iteration 16Q: 3 clusters Score -318069.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -318073.343750 Penalty: 2579.878906
	Iteration 17Q: 3 clusters Score -318073.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -318075.687500 Penalty: 2579.878906
	Iteration 18Q: 3 clusters Score -318075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -318076.437500 Penalty: 2579.878906
	Iteration 19Q: 3 clusters Score -318076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -318077.062500 Penalty: 2579.878906
	Iteration 20F: 3 clusters Score -318077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -318078.093750 Penalty: 2579.878906
	Iteration 21Q: 3 clusters Score -318078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -318077.968750 Penalty: 2579.878906
	Iteration 22Q: 3 clusters Score -318078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -318079.187500 Penalty: 2579.878906
	Iteration 23Q: 3 clusters Score -318079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -318080.187500 Penalty: 2579.878906
	Iteration 24Q: 3 clusters Score -318080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -318081.437500 Penalty: 2579.878906
	Iteration 25Q: 3 clusters Score -318081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -318081.468750 Penalty: 2579.878906
	Iteration 26Q: 3 clusters Score -318081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -318081.812500 Penalty: 2579.878906
	Iteration 27Q: 3 clusters Score -318081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -318081.812500 Penalty: 2579.878906
	Iteration 28F: 3 clusters Score -318081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 81763 members 
Mstep: Class 6 contains 29102 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 95534 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 8467 members 
Mstep: Class 13 contains 9795 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 98240 members 
Mstep: Class 16 contains 94928 members 
Mstep: Class 17 contains 72842 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 79791 members 
Mstep: Class 20 contains 3766 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 88857 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 6393 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 94763 members 
Mstep: Class 30 contains 1446 members 
Mstep: Class 31 contains 9754 members 
Entering Unmasked Estep 
Score: -102200304.000000 Penalty: 68724.578125
Splitting cluster 3 changes total score from -102201608.000000 to -102200304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -17137.314453 Penalty: 915.071899
	Iteration 0F: 2 clusters Score -17137.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16403.882812 Penalty: 1830.143799
	Iteration 0F: 3 clusters Score -16403.88 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16652.324219 Penalty: 1830.143799
	Iteration 1F: 3 clusters Score -16652.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16854.373047 Penalty: 1830.143799
	Iteration 2F: 3 clusters Score -16854.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17006.970703 Penalty: 1830.143799
	Iteration 3F: 3 clusters Score -17006.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17073.451172 Penalty: 1830.143799
	Iteration 4Q: 3 clusters Score -17073.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17115.228516 Penalty: 1830.143799
	Iteration 5Q: 3 clusters Score -17115.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17118.447266 Penalty: 1830.143799
	Iteration 6Q: 3 clusters Score -17118.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17118.447266 Penalty: 1830.143799
	Iteration 7F: 3 clusters Score -17118.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (81763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Entering Unmasked Estep 
Score: -10102633.000000 Penalty: 1838.131714
	Iteration 0F: 2 clusters Score -1.010263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -10048450.000000 Penalty: 3676.263428
	Iteration 0F: 3 clusters Score -1.004845e+07 nChanged 38673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -10070387.000000 Penalty: 3676.263428
	Iteration 1F: 3 clusters Score -1.007039e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -10070910.000000 Penalty: 3676.263428
	Iteration 2Q: 3 clusters Score -1.007091e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -10071628.000000 Penalty: 3676.263428
	Iteration 3Q: 3 clusters Score -1.007163e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -10072485.000000 Penalty: 3676.263428
	Iteration 4Q: 3 clusters Score -1.007248e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -10073815.000000 Penalty: 3676.263428
	Iteration 5Q: 3 clusters Score -1.007382e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -10075637.000000 Penalty: 3676.263428
	Iteration 6Q: 3 clusters Score -1.007564e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -10078136.000000 Penalty: 3676.263428
	Iteration 7F: 3 clusters Score -1.007814e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -10081420.000000 Penalty: 3676.263428
	Iteration 8F: 3 clusters Score -1.008142e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -10085128.000000 Penalty: 3676.263428
	Iteration 9F: 3 clusters Score -1.008513e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -10088469.000000 Penalty: 3676.263428
	Iteration 10F: 3 clusters Score -1.008847e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -10090400.000000 Penalty: 3676.263428
	Iteration 11Q: 3 clusters Score -1.00904e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -10091252.000000 Penalty: 3676.263428
	Iteration 12Q: 3 clusters Score -1.009125e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -10091728.000000 Penalty: 3676.263428
	Iteration 13Q: 3 clusters Score -1.009173e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -10092145.000000 Penalty: 3676.263428
	Iteration 14Q: 3 clusters Score -1.009214e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -10092493.000000 Penalty: 3676.263428
	Iteration 15Q: 3 clusters Score -1.009249e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -10092790.000000 Penalty: 3676.263428
	Iteration 16Q: 3 clusters Score -1.009279e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -10093110.000000 Penalty: 3676.263428
	Iteration 17Q: 3 clusters Score -1.009311e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -10093384.000000 Penalty: 3676.263428
	Iteration 18Q: 3 clusters Score -1.009338e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -10093629.000000 Penalty: 3676.263428
	Iteration 19Q: 3 clusters Score -1.009363e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -10093810.000000 Penalty: 3676.263428
	Iteration 20F: 3 clusters Score -1.009381e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -10094047.000000 Penalty: 3676.263428
	Iteration 21Q: 3 clusters Score -1.009405e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -10094155.000000 Penalty: 3676.263428
	Iteration 22Q: 3 clusters Score -1.009416e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -10094230.000000 Penalty: 3676.263428
	Iteration 23Q: 3 clusters Score -1.009423e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -10094331.000000 Penalty: 3676.263428
	Iteration 24Q: 3 clusters Score -1.009433e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -10094389.000000 Penalty: 3676.263428
	Iteration 25Q: 3 clusters Score -1.009439e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -10094496.000000 Penalty: 3676.263428
	Iteration 26Q: 3 clusters Score -1.00945e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -10094589.000000 Penalty: 3676.263428
	Iteration 27Q: 3 clusters Score -1.009459e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -10094703.000000 Penalty: 3676.263428
	Iteration 28Q: 3 clusters Score -1.00947e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -10094882.000000 Penalty: 3676.263428
	Iteration 29Q: 3 clusters Score -1.009488e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -10095061.000000 Penalty: 3676.263428
	Iteration 30Q: 3 clusters Score -1.009506e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -10095216.000000 Penalty: 3676.263428
	Iteration 31Q: 3 clusters Score -1.009522e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -10095423.000000 Penalty: 3676.263428
	Iteration 32Q: 3 clusters Score -1.009542e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -10095636.000000 Penalty: 3676.263428
	Iteration 33Q: 3 clusters Score -1.009564e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -10095927.000000 Penalty: 3676.263428
	Iteration 34Q: 3 clusters Score -1.009593e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -10096232.000000 Penalty: 3676.263428
	Iteration 35Q: 3 clusters Score -1.009623e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -10096588.000000 Penalty: 3676.263428
	Iteration 36Q: 3 clusters Score -1.009659e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -10096922.000000 Penalty: 3676.263428
	Iteration 37Q: 3 clusters Score -1.009692e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -10097259.000000 Penalty: 3676.263428
	Iteration 38Q: 3 clusters Score -1.009726e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -10097630.000000 Penalty: 3676.263428
	Iteration 39Q: 3 clusters Score -1.009763e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -10098011.000000 Penalty: 3676.263428
	Iteration 40F: 3 clusters Score -1.009801e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -10098373.000000 Penalty: 3676.263428
	Iteration 41Q: 3 clusters Score -1.009837e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -10098665.000000 Penalty: 3676.263428
	Iteration 42Q: 3 clusters Score -1.009866e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -10098914.000000 Penalty: 3676.263428
	Iteration 43Q: 3 clusters Score -1.009891e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -10099081.000000 Penalty: 3676.263428
	Iteration 44Q: 3 clusters Score -1.009908e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -10099315.000000 Penalty: 3676.263428
	Iteration 45Q: 3 clusters Score -1.009932e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -10099456.000000 Penalty: 3676.263428
	Iteration 46Q: 3 clusters Score -1.009946e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -10099629.000000 Penalty: 3676.263428
	Iteration 47Q: 3 clusters Score -1.009963e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -10099726.000000 Penalty: 3676.263428
	Iteration 48Q: 3 clusters Score -1.009973e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -10099891.000000 Penalty: 3676.263428
	Iteration 49Q: 3 clusters Score -1.009989e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -10100011.000000 Penalty: 3676.263428
	Iteration 50Q: 3 clusters Score -1.010001e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -10100109.000000 Penalty: 3676.263428
	Iteration 51Q: 3 clusters Score -1.010011e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -10100201.000000 Penalty: 3676.263428
	Iteration 52Q: 3 clusters Score -1.01002e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -10100252.000000 Penalty: 3676.263428
	Iteration 53Q: 3 clusters Score -1.010025e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -10100307.000000 Penalty: 3676.263428
	Iteration 54Q: 3 clusters Score -1.010031e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -10100335.000000 Penalty: 3676.263428
	Iteration 55Q: 3 clusters Score -1.010034e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -10100377.000000 Penalty: 3676.263428
	Iteration 56Q: 3 clusters Score -1.010038e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -10100375.000000 Penalty: 3676.263428
	Iteration 57Q: 3 clusters Score -1.010038e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -10100408.000000 Penalty: 3676.263428
	Iteration 58Q: 3 clusters Score -1.010041e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -10100450.000000 Penalty: 3676.263428
	Iteration 59Q: 3 clusters Score -1.010045e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -10100479.000000 Penalty: 3676.263428
	Iteration 60F: 3 clusters Score -1.010048e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -10100493.000000 Penalty: 3676.263428
	Iteration 61Q: 3 clusters Score -1.010049e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 69931 members 
Entering Unmasked Estep 
Score: -10100540.000000 Penalty: 3676.263428
	Iteration 62Q: 3 clusters Score -1.010054e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -10100563.000000 Penalty: 3676.263428
	Iteration 63Q: 3 clusters Score -1.010056e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -10100577.000000 Penalty: 3676.263428
	Iteration 64Q: 3 clusters Score -1.010058e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -10100601.000000 Penalty: 3676.263428
	Iteration 65Q: 3 clusters Score -1.01006e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -10100639.000000 Penalty: 3676.263428
	Iteration 66Q: 3 clusters Score -1.010064e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -10100635.000000 Penalty: 3676.263428
	Iteration 67Q: 3 clusters Score -1.010064e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -10100654.000000 Penalty: 3676.263428
	Iteration 68Q: 3 clusters Score -1.010065e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -10100669.000000 Penalty: 3676.263428
	Iteration 69Q: 3 clusters Score -1.010067e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -10100712.000000 Penalty: 3676.263428
	Iteration 70Q: 3 clusters Score -1.010071e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -10100752.000000 Penalty: 3676.263428
	Iteration 71Q: 3 clusters Score -1.010075e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -10100752.000000 Penalty: 3676.263428
	Iteration 72Q: 3 clusters Score -1.010075e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -10100749.000000 Penalty: 3676.263428
	Iteration 73Q: 3 clusters Score -1.010075e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -10100776.000000 Penalty: 3676.263428
	Iteration 74Q: 3 clusters Score -1.010078e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -10100773.000000 Penalty: 3676.263428
	Iteration 75Q: 3 clusters Score -1.010077e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -10100781.000000 Penalty: 3676.263428
	Iteration 76Q: 3 clusters Score -1.010078e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 71792 members 
Entering Unmasked Estep 
Score: -10100784.000000 Penalty: 3676.263428
	Iteration 77Q: 3 clusters Score -1.010078e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -10100789.000000 Penalty: 3676.263428
	Iteration 78Q: 3 clusters Score -1.010079e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -10100790.000000 Penalty: 3676.263428
	Iteration 79Q: 3 clusters Score -1.010079e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -10100784.000000 Penalty: 3676.263428
	Iteration 80F: 3 clusters Score -1.010078e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -10100820.000000 Penalty: 3676.263428
	Iteration 81Q: 3 clusters Score -1.010082e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -10100820.000000 Penalty: 3676.263428
	Iteration 82Q: 3 clusters Score -1.010082e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -10100807.000000 Penalty: 3676.263428
	Iteration 83Q: 3 clusters Score -1.010081e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -10100824.000000 Penalty: 3676.263428
	Iteration 84Q: 3 clusters Score -1.010082e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -10100816.000000 Penalty: 3676.263428
	Iteration 85Q: 3 clusters Score -1.010082e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 72373 members 
Entering Unmasked Estep 
Score: -10100825.000000 Penalty: 3676.263428
	Iteration 86Q: 3 clusters Score -1.010082e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -10100824.000000 Penalty: 3676.263428
	Iteration 87Q: 3 clusters Score -1.010082e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -10100844.000000 Penalty: 3676.263428
	Iteration 88Q: 3 clusters Score -1.010084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -10100826.000000 Penalty: 3676.263428
	Iteration 89Q: 3 clusters Score -1.010083e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -10100830.000000 Penalty: 3676.263428
	Iteration 90Q: 3 clusters Score -1.010083e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -10100830.000000 Penalty: 3676.263428
	Iteration 91Q: 3 clusters Score -1.010083e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 72624 members 
Entering Unmasked Estep 
Score: -10100827.000000 Penalty: 3676.263428
	Iteration 92Q: 3 clusters Score -1.010083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -10100823.000000 Penalty: 3676.263428
	Iteration 93Q: 3 clusters Score -1.010082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -10100822.000000 Penalty: 3676.263428
	Iteration 94Q: 3 clusters Score -1.010082e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -10100830.000000 Penalty: 3676.263428
	Iteration 95Q: 3 clusters Score -1.010083e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -10100847.000000 Penalty: 3676.263428
	Iteration 96Q: 3 clusters Score -1.010085e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -10100842.000000 Penalty: 3676.263428
	Iteration 97Q: 3 clusters Score -1.010084e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -10100851.000000 Penalty: 3676.263428
	Iteration 98Q: 3 clusters Score -1.010085e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -10100865.000000 Penalty: 3676.263428
	Iteration 99Q: 3 clusters Score -1.010086e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -10100865.000000 Penalty: 3676.263428
	Iteration 100F: 3 clusters Score -1.010086e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -10100876.000000 Penalty: 3676.263428
	Iteration 101Q: 3 clusters Score -1.010088e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 73031 members 
Entering Unmasked Estep 
Score: -10100881.000000 Penalty: 3676.263428
	Iteration 102Q: 3 clusters Score -1.010088e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -10100868.000000 Penalty: 3676.263428
	Iteration 103Q: 3 clusters Score -1.010087e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -10100877.000000 Penalty: 3676.263428
	Iteration 104Q: 3 clusters Score -1.010088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -10100879.000000 Penalty: 3676.263428
	Iteration 105Q: 3 clusters Score -1.010088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -10100876.000000 Penalty: 3676.263428
	Iteration 106Q: 3 clusters Score -1.010088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -10100896.000000 Penalty: 3676.263428
	Iteration 107Q: 3 clusters Score -1.01009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -10100893.000000 Penalty: 3676.263428
	Iteration 108Q: 3 clusters Score -1.010089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -10100900.000000 Penalty: 3676.263428
	Iteration 109Q: 3 clusters Score -1.01009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -10100901.000000 Penalty: 3676.263428
	Iteration 110Q: 3 clusters Score -1.01009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -10100894.000000 Penalty: 3676.263428
	Iteration 111Q: 3 clusters Score -1.010089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -10100897.000000 Penalty: 3676.263428
	Iteration 112Q: 3 clusters Score -1.01009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -10100905.000000 Penalty: 3676.263428
	Iteration 113Q: 3 clusters Score -1.01009e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -10100918.000000 Penalty: 3676.263428
	Iteration 114Q: 3 clusters Score -1.010092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -10100912.000000 Penalty: 3676.263428
	Iteration 115Q: 3 clusters Score -1.010091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -10100912.000000 Penalty: 3676.263428
	Iteration 116Q: 3 clusters Score -1.010091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -10100915.000000 Penalty: 3676.263428
	Iteration 117Q: 3 clusters Score -1.010092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -10100908.000000 Penalty: 3676.263428
	Iteration 118Q: 3 clusters Score -1.010091e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 73448 members 
Entering Unmasked Estep 
Score: -10100914.000000 Penalty: 3676.263428
	Iteration 119Q: 3 clusters Score -1.010091e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -10100915.000000 Penalty: 3676.263428
	Iteration 120F: 3 clusters Score -1.010092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -10100916.000000 Penalty: 3676.263428
	Iteration 121Q: 3 clusters Score -1.010092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -10100922.000000 Penalty: 3676.263428
	Iteration 122Q: 3 clusters Score -1.010092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
Score: -10100917.000000 Penalty: 3676.263428
	Iteration 123Q: 3 clusters Score -1.010092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 73528 members 
Entering Unmasked Estep 
Score: -10100901.000000 Penalty: 3676.263428
	Iteration 124Q: 3 clusters Score -1.01009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -10100913.000000 Penalty: 3676.263428
	Iteration 125Q: 3 clusters Score -1.010091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -10100911.000000 Penalty: 3676.263428
	Iteration 126Q: 3 clusters Score -1.010091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 73568 members 
Entering Unmasked Estep 
Score: -10100905.000000 Penalty: 3676.263428
	Iteration 127Q: 3 clusters Score -1.01009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -10100909.000000 Penalty: 3676.263428
	Iteration 128Q: 3 clusters Score -1.010091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -10100908.000000 Penalty: 3676.263428
	Iteration 129Q: 3 clusters Score -1.010091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -10100914.000000 Penalty: 3676.263428
	Iteration 130Q: 3 clusters Score -1.010091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -10100910.000000 Penalty: 3676.263428
	Iteration 131Q: 3 clusters Score -1.010091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -10100907.000000 Penalty: 3676.263428
	Iteration 132Q: 3 clusters Score -1.010091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -10100923.000000 Penalty: 3676.263428
	Iteration 133Q: 3 clusters Score -1.010092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -10100919.000000 Penalty: 3676.263428
	Iteration 134Q: 3 clusters Score -1.010092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -10100911.000000 Penalty: 3676.263428
	Iteration 135Q: 3 clusters Score -1.010091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -10100924.000000 Penalty: 3676.263428
	Iteration 136Q: 3 clusters Score -1.010092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -10100923.000000 Penalty: 3676.263428
	Iteration 137Q: 3 clusters Score -1.010092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -10100924.000000 Penalty: 3676.263428
	Iteration 138Q: 3 clusters Score -1.010092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -10100929.000000 Penalty: 3676.263428
	Iteration 139Q: 3 clusters Score -1.010093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -10100931.000000 Penalty: 3676.263428
	Iteration 140F: 3 clusters Score -1.010093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -10100934.000000 Penalty: 3676.263428
	Iteration 141Q: 3 clusters Score -1.010093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -10100940.000000 Penalty: 3676.263428
	Iteration 142Q: 3 clusters Score -1.010094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -10100932.000000 Penalty: 3676.263428
	Iteration 143Q: 3 clusters Score -1.010093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -10100928.000000 Penalty: 3676.263428
	Iteration 144Q: 3 clusters Score -1.010093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -10100928.000000 Penalty: 3676.263428
	Iteration 145Q: 3 clusters Score -1.010093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -10100921.000000 Penalty: 3676.263428
	Iteration 146Q: 3 clusters Score -1.010092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -10100924.000000 Penalty: 3676.263428
	Iteration 147Q: 3 clusters Score -1.010092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -10100919.000000 Penalty: 3676.263428
	Iteration 148Q: 3 clusters Score -1.010092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -10100928.000000 Penalty: 3676.263428
	Iteration 149Q: 3 clusters Score -1.010093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -10100923.000000 Penalty: 3676.263428
	Iteration 150Q: 3 clusters Score -1.010092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -10100921.000000 Penalty: 3676.263428
	Iteration 151Q: 3 clusters Score -1.010092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -10100922.000000 Penalty: 3676.263428
	Iteration 152Q: 3 clusters Score -1.010092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -10100925.000000 Penalty: 3676.263428
	Iteration 153Q: 3 clusters Score -1.010092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -10100924.000000 Penalty: 3676.263428
	Iteration 154Q: 3 clusters Score -1.010092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -10100924.000000 Penalty: 3676.263428
	Iteration 155F: 3 clusters Score -1.010092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Entering Unmasked Estep 
Score: -3597357.500000 Penalty: 1670.266357
	Iteration 0F: 2 clusters Score -3597358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3577672.250000 Penalty: 3340.532715
	Iteration 0F: 3 clusters Score -3577672 nChanged 13363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3585211.000000 Penalty: 3340.532715
	Iteration 1F: 3 clusters Score -3585211 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3585648.500000 Penalty: 3340.532715
	Iteration 2Q: 3 clusters Score -3585648 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3586216.250000 Penalty: 3340.532715
	Iteration 3Q: 3 clusters Score -3586216 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3586935.500000 Penalty: 3340.532715
	Iteration 4Q: 3 clusters Score -3586936 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3587786.750000 Penalty: 3340.532715
	Iteration 5F: 3 clusters Score -3587787 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3588848.000000 Penalty: 3340.532715
	Iteration 6F: 3 clusters Score -3588848 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3590135.500000 Penalty: 3340.532715
	Iteration 7F: 3 clusters Score -3590136 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3591633.000000 Penalty: 3340.532715
	Iteration 8F: 3 clusters Score -3591633 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3592809.500000 Penalty: 3340.532715
	Iteration 9F: 3 clusters Score -3592810 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3593399.250000 Penalty: 3340.532715
	Iteration 10Q: 3 clusters Score -3593399 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3593677.000000 Penalty: 3340.532715
	Iteration 11Q: 3 clusters Score -3593677 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -3593804.500000 Penalty: 3340.532715
	Iteration 12Q: 3 clusters Score -3593804 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3593894.250000 Penalty: 3340.532715
	Iteration 13Q: 3 clusters Score -3593894 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3593983.500000 Penalty: 3340.532715
	Iteration 14Q: 3 clusters Score -3593984 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3594035.500000 Penalty: 3340.532715
	Iteration 15Q: 3 clusters Score -3594036 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3594120.750000 Penalty: 3340.532715
	Iteration 16Q: 3 clusters Score -3594121 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -3594203.000000 Penalty: 3340.532715
	Iteration 17Q: 3 clusters Score -3594203 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3594268.500000 Penalty: 3340.532715
	Iteration 18Q: 3 clusters Score -3594268 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3594342.000000 Penalty: 3340.532715
	Iteration 19Q: 3 clusters Score -3594342 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3594414.000000 Penalty: 3340.532715
	Iteration 20F: 3 clusters Score -3594414 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3594481.500000 Penalty: 3340.532715
	Iteration 21Q: 3 clusters Score -3594482 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3594549.250000 Penalty: 3340.532715
	Iteration 22Q: 3 clusters Score -3594549 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3594633.750000 Penalty: 3340.532715
	Iteration 23Q: 3 clusters Score -3594634 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3594733.000000 Penalty: 3340.532715
	Iteration 24Q: 3 clusters Score -3594733 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3594845.750000 Penalty: 3340.532715
	Iteration 25Q: 3 clusters Score -3594846 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3594942.500000 Penalty: 3340.532715
	Iteration 26Q: 3 clusters Score -3594942 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3595026.000000 Penalty: 3340.532715
	Iteration 27Q: 3 clusters Score -3595026 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3595130.000000 Penalty: 3340.532715
	Iteration 28Q: 3 clusters Score -3595130 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -3595227.250000 Penalty: 3340.532715
	Iteration 29Q: 3 clusters Score -3595227 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3595331.000000 Penalty: 3340.532715
	Iteration 30Q: 3 clusters Score -3595331 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3595430.750000 Penalty: 3340.532715
	Iteration 31Q: 3 clusters Score -3595431 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3595524.500000 Penalty: 3340.532715
	Iteration 32Q: 3 clusters Score -3595524 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3595609.500000 Penalty: 3340.532715
	Iteration 33Q: 3 clusters Score -3595610 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3595694.250000 Penalty: 3340.532715
	Iteration 34Q: 3 clusters Score -3595694 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3595768.500000 Penalty: 3340.532715
	Iteration 35Q: 3 clusters Score -3595768 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3595794.500000 Penalty: 3340.532715
	Iteration 36Q: 3 clusters Score -3595794 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3595836.000000 Penalty: 3340.532715
	Iteration 37Q: 3 clusters Score -3595836 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3595864.250000 Penalty: 3340.532715
	Iteration 38Q: 3 clusters Score -3595864 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3595897.750000 Penalty: 3340.532715
	Iteration 39Q: 3 clusters Score -3595898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3595926.750000 Penalty: 3340.532715
	Iteration 40F: 3 clusters Score -3595927 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3595965.500000 Penalty: 3340.532715
	Iteration 41Q: 3 clusters Score -3595966 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3595987.000000 Penalty: 3340.532715
	Iteration 42Q: 3 clusters Score -3595987 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3596007.250000 Penalty: 3340.532715
	Iteration 43Q: 3 clusters Score -3596007 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3596039.750000 Penalty: 3340.532715
	Iteration 44Q: 3 clusters Score -3596040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3596071.750000 Penalty: 3340.532715
	Iteration 45Q: 3 clusters Score -3596072 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3596090.750000 Penalty: 3340.532715
	Iteration 46Q: 3 clusters Score -3596091 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3596125.750000 Penalty: 3340.532715
	Iteration 47Q: 3 clusters Score -3596126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3596137.000000 Penalty: 3340.532715
	Iteration 48Q: 3 clusters Score -3596137 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3596158.000000 Penalty: 3340.532715
	Iteration 49Q: 3 clusters Score -3596158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3596176.000000 Penalty: 3340.532715
	Iteration 50Q: 3 clusters Score -3596176 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -3596186.250000 Penalty: 3340.532715
	Iteration 51Q: 3 clusters Score -3596186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3596195.750000 Penalty: 3340.532715
	Iteration 52Q: 3 clusters Score -3596196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3596207.750000 Penalty: 3340.532715
	Iteration 53Q: 3 clusters Score -3596208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3596217.500000 Penalty: 3340.532715
	Iteration 54Q: 3 clusters Score -3596218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3596224.250000 Penalty: 3340.532715
	Iteration 55Q: 3 clusters Score -3596224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3596227.250000 Penalty: 3340.532715
	Iteration 56Q: 3 clusters Score -3596227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3596235.750000 Penalty: 3340.532715
	Iteration 57Q: 3 clusters Score -3596236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3596251.500000 Penalty: 3340.532715
	Iteration 58Q: 3 clusters Score -3596252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3596253.250000 Penalty: 3340.532715
	Iteration 59Q: 3 clusters Score -3596253 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3596264.500000 Penalty: 3340.532715
	Iteration 60F: 3 clusters Score -3596264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3596270.000000 Penalty: 3340.532715
	Iteration 61Q: 3 clusters Score -3596270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3596277.750000 Penalty: 3340.532715
	Iteration 62Q: 3 clusters Score -3596278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3596276.750000 Penalty: 3340.532715
	Iteration 63Q: 3 clusters Score -3596277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3596282.000000 Penalty: 3340.532715
	Iteration 64Q: 3 clusters Score -3596282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -3596285.750000 Penalty: 3340.532715
	Iteration 65Q: 3 clusters Score -3596286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -3596290.500000 Penalty: 3340.532715
	Iteration 66Q: 3 clusters Score -3596290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3596286.500000 Penalty: 3340.532715
	Iteration 67Q: 3 clusters Score -3596286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3596290.750000 Penalty: 3340.532715
	Iteration 68Q: 3 clusters Score -3596291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3596298.500000 Penalty: 3340.532715
	Iteration 69Q: 3 clusters Score -3596298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3596299.500000 Penalty: 3340.532715
	Iteration 70Q: 3 clusters Score -3596300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3596299.750000 Penalty: 3340.532715
	Iteration 71Q: 3 clusters Score -3596300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3596303.500000 Penalty: 3340.532715
	Iteration 72Q: 3 clusters Score -3596304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3596297.250000 Penalty: 3340.532715
	Iteration 73Q: 3 clusters Score -3596297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3596304.000000 Penalty: 3340.532715
	Iteration 74Q: 3 clusters Score -3596304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3596305.250000 Penalty: 3340.532715
	Iteration 75Q: 3 clusters Score -3596305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3596305.250000 Penalty: 3340.532715
	Iteration 76Q: 3 clusters Score -3596305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3596308.000000 Penalty: 3340.532715
	Iteration 77Q: 3 clusters Score -3596308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -3596308.250000 Penalty: 3340.532715
	Iteration 78Q: 3 clusters Score -3596308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3596314.500000 Penalty: 3340.532715
	Iteration 79Q: 3 clusters Score -3596314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3596312.750000 Penalty: 3340.532715
	Iteration 80F: 3 clusters Score -3596313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3596314.750000 Penalty: 3340.532715
	Iteration 81Q: 3 clusters Score -3596315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3596319.000000 Penalty: 3340.532715
	Iteration 82Q: 3 clusters Score -3596319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3596312.750000 Penalty: 3340.532715
	Iteration 83Q: 3 clusters Score -3596313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3596311.000000 Penalty: 3340.532715
	Iteration 84Q: 3 clusters Score -3596311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3596305.750000 Penalty: 3340.532715
	Iteration 85Q: 3 clusters Score -3596306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3596309.250000 Penalty: 3340.532715
	Iteration 86Q: 3 clusters Score -3596309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3596315.000000 Penalty: 3340.532715
	Iteration 87Q: 3 clusters Score -3596315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3596314.000000 Penalty: 3340.532715
	Iteration 88Q: 3 clusters Score -3596314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3596314.750000 Penalty: 3340.532715
	Iteration 89Q: 3 clusters Score -3596315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3596321.500000 Penalty: 3340.532715
	Iteration 90Q: 3 clusters Score -3596322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3596322.750000 Penalty: 3340.532715
	Iteration 91Q: 3 clusters Score -3596323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3596319.250000 Penalty: 3340.532715
	Iteration 92Q: 3 clusters Score -3596319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3596323.000000 Penalty: 3340.532715
	Iteration 93Q: 3 clusters Score -3596323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3596322.750000 Penalty: 3340.532715
	Iteration 94Q: 3 clusters Score -3596323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3596330.500000 Penalty: 3340.532715
	Iteration 95Q: 3 clusters Score -3596330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3596332.250000 Penalty: 3340.532715
	Iteration 96Q: 3 clusters Score -3596332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3596337.000000 Penalty: 3340.532715
	Iteration 97Q: 3 clusters Score -3596337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3596337.750000 Penalty: 3340.532715
	Iteration 98Q: 3 clusters Score -3596338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3596336.500000 Penalty: 3340.532715
	Iteration 99Q: 3 clusters Score -3596336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3596336.500000 Penalty: 3340.532715
	Iteration 100F: 3 clusters Score -3596336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3596340.500000 Penalty: 3340.532715
	Iteration 101Q: 3 clusters Score -3596340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3596339.000000 Penalty: 3340.532715
	Iteration 102Q: 3 clusters Score -3596339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3596340.000000 Penalty: 3340.532715
	Iteration 103Q: 3 clusters Score -3596340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3596340.000000 Penalty: 3340.532715
	Iteration 104F: 3 clusters Score -3596340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Entering Unmasked Estep 
Score: -753659.187500 Penalty: 1419.731689
	Iteration 0F: 2 clusters Score -753659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -748904.312500 Penalty: 2839.463379
	Iteration 0F: 3 clusters Score -748904.3 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -750385.125000 Penalty: 2839.463379
	Iteration 1F: 3 clusters Score -750385.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -750647.812500 Penalty: 2839.463379
	Iteration 2F: 3 clusters Score -750647.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -750856.937500 Penalty: 2839.463379
	Iteration 3F: 3 clusters Score -750856.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -751016.062500 Penalty: 2839.463379
	Iteration 4Q: 3 clusters Score -751016.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -751172.250000 Penalty: 2839.463379
	Iteration 5Q: 3 clusters Score -751172.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -751319.437500 Penalty: 2839.463379
	Iteration 6Q: 3 clusters Score -751319.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -751484.875000 Penalty: 2839.463379
	Iteration 7Q: 3 clusters Score -751484.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -751649.125000 Penalty: 2839.463379
	Iteration 8Q: 3 clusters Score -751649.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -751791.062500 Penalty: 2839.463379
	Iteration 9Q: 3 clusters Score -751791.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -751911.312500 Penalty: 2839.463379
	Iteration 10Q: 3 clusters Score -751911.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -752007.187500 Penalty: 2839.463379
	Iteration 11Q: 3 clusters Score -752007.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -752101.437500 Penalty: 2839.463379
	Iteration 12Q: 3 clusters Score -752101.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -752181.312500 Penalty: 2839.463379
	Iteration 13Q: 3 clusters Score -752181.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -752250.312500 Penalty: 2839.463379
	Iteration 14Q: 3 clusters Score -752250.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -752298.562500 Penalty: 2839.463379
	Iteration 15Q: 3 clusters Score -752298.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -752337.500000 Penalty: 2839.463379
	Iteration 16Q: 3 clusters Score -752337.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -752365.625000 Penalty: 2839.463379
	Iteration 17Q: 3 clusters Score -752365.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -752382.625000 Penalty: 2839.463379
	Iteration 18Q: 3 clusters Score -752382.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -752400.750000 Penalty: 2839.463379
	Iteration 19Q: 3 clusters Score -752400.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -752412.687500 Penalty: 2839.463379
	Iteration 20F: 3 clusters Score -752412.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -752418.125000 Penalty: 2839.463379
	Iteration 21Q: 3 clusters Score -752418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -752418.125000 Penalty: 2839.463379
	Iteration 22Q: 3 clusters Score -752418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -752420.437500 Penalty: 2839.463379
	Iteration 23Q: 3 clusters Score -752420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -752423.125000 Penalty: 2839.463379
	Iteration 24Q: 3 clusters Score -752423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -752423.187500 Penalty: 2839.463379
	Iteration 25Q: 3 clusters Score -752423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -752426.437500 Penalty: 2839.463379
	Iteration 26Q: 3 clusters Score -752426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -752430.125000 Penalty: 2839.463379
	Iteration 27Q: 3 clusters Score -752430.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -752434.250000 Penalty: 2839.463379
	Iteration 28Q: 3 clusters Score -752434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -752439.812500 Penalty: 2839.463379
	Iteration 29Q: 3 clusters Score -752439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -752442.437500 Penalty: 2839.463379
	Iteration 30Q: 3 clusters Score -752442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -752446.937500 Penalty: 2839.463379
	Iteration 31Q: 3 clusters Score -752446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -752448.187500 Penalty: 2839.463379
	Iteration 32Q: 3 clusters Score -752448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -752448.500000 Penalty: 2839.463379
	Iteration 33Q: 3 clusters Score -752448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -752450.500000 Penalty: 2839.463379
	Iteration 34Q: 3 clusters Score -752450.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -752460.250000 Penalty: 2839.463379
	Iteration 35Q: 3 clusters Score -752460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -752464.250000 Penalty: 2839.463379
	Iteration 36Q: 3 clusters Score -752464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -752467.000000 Penalty: 2839.463379
	Iteration 37Q: 3 clusters Score -752467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -752468.750000 Penalty: 2839.463379
	Iteration 38Q: 3 clusters Score -752468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -752468.750000 Penalty: 2839.463379
	Iteration 39F: 3 clusters Score -752468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (95534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95534 members 
Entering Unmasked Estep 
Score: -11983063.000000 Penalty: 1863.426147
	Iteration 0F: 2 clusters Score -1.198306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -11921764.000000 Penalty: 3726.852295
	Iteration 0F: 3 clusters Score -1.192176e+07 nChanged 45728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -11948648.000000 Penalty: 3726.852295
	Iteration 1F: 3 clusters Score -1.194865e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -11949391.000000 Penalty: 3726.852295
	Iteration 2Q: 3 clusters Score -1.194939e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -11950328.000000 Penalty: 3726.852295
	Iteration 3Q: 3 clusters Score -1.195033e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -11951613.000000 Penalty: 3726.852295
	Iteration 4Q: 3 clusters Score -1.195161e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -11953375.000000 Penalty: 3726.852295
	Iteration 5Q: 3 clusters Score -1.195338e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -11956219.000000 Penalty: 3726.852295
	Iteration 6F: 3 clusters Score -1.195622e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -11960049.000000 Penalty: 3726.852295
	Iteration 7F: 3 clusters Score -1.196005e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -11964424.000000 Penalty: 3726.852295
	Iteration 8F: 3 clusters Score -1.196442e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -11968534.000000 Penalty: 3726.852295
	Iteration 9F: 3 clusters Score -1.196853e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -11971397.000000 Penalty: 3726.852295
	Iteration 10Q: 3 clusters Score -1.19714e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -11973160.000000 Penalty: 3726.852295
	Iteration 11Q: 3 clusters Score -1.197316e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -11974257.000000 Penalty: 3726.852295
	Iteration 12Q: 3 clusters Score -1.197426e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -11975187.000000 Penalty: 3726.852295
	Iteration 13Q: 3 clusters Score -1.197519e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78153 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -11975936.000000 Penalty: 3726.852295
	Iteration 14Q: 3 clusters Score -1.197594e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -11976789.000000 Penalty: 3726.852295
	Iteration 15Q: 3 clusters Score -1.197679e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79690 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -11977517.000000 Penalty: 3726.852295
	Iteration 16Q: 3 clusters Score -1.197752e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -11978455.000000 Penalty: 3726.852295
	Iteration 17Q: 3 clusters Score -1.197846e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -11979122.000000 Penalty: 3726.852295
	Iteration 18Q: 3 clusters Score -1.197912e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -11979910.000000 Penalty: 3726.852295
	Iteration 19Q: 3 clusters Score -1.197991e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -11980703.000000 Penalty: 3726.852295
	Iteration 20F: 3 clusters Score -1.19807e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -11981379.000000 Penalty: 3726.852295
	Iteration 21Q: 3 clusters Score -1.198138e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -11981898.000000 Penalty: 3726.852295
	Iteration 22Q: 3 clusters Score -1.19819e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -11982314.000000 Penalty: 3726.852295
	Iteration 23Q: 3 clusters Score -1.198231e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -11982689.000000 Penalty: 3726.852295
	Iteration 24Q: 3 clusters Score -1.198269e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -11982918.000000 Penalty: 3726.852295
	Iteration 25Q: 3 clusters Score -1.198292e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84646 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -11983080.000000 Penalty: 3726.852295
	Iteration 26Q: 3 clusters Score -1.198308e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -11983242.000000 Penalty: 3726.852295
	Iteration 27Q: 3 clusters Score -1.198324e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -11983417.000000 Penalty: 3726.852295
	Iteration 28Q: 3 clusters Score -1.198342e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -11983602.000000 Penalty: 3726.852295
	Iteration 29Q: 3 clusters Score -1.19836e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -11983711.000000 Penalty: 3726.852295
	Iteration 30Q: 3 clusters Score -1.198371e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -11983796.000000 Penalty: 3726.852295
	Iteration 31Q: 3 clusters Score -1.19838e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -11983903.000000 Penalty: 3726.852295
	Iteration 32Q: 3 clusters Score -1.19839e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -11984017.000000 Penalty: 3726.852295
	Iteration 33Q: 3 clusters Score -1.198402e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -11984026.000000 Penalty: 3726.852295
	Iteration 34Q: 3 clusters Score -1.198403e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -11984061.000000 Penalty: 3726.852295
	Iteration 35Q: 3 clusters Score -1.198406e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89134 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -11984046.000000 Penalty: 3726.852295
	Iteration 36Q: 3 clusters Score -1.198405e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -11984073.000000 Penalty: 3726.852295
	Iteration 37Q: 3 clusters Score -1.198407e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -11984024.000000 Penalty: 3726.852295
	Iteration 38Q: 3 clusters Score -1.198402e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -11984038.000000 Penalty: 3726.852295
	Iteration 39Q: 3 clusters Score -1.198404e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -11984039.000000 Penalty: 3726.852295
	Iteration 40F: 3 clusters Score -1.198404e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -11984047.000000 Penalty: 3726.852295
	Iteration 41Q: 3 clusters Score -1.198405e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -11983974.000000 Penalty: 3726.852295
	Iteration 42Q: 3 clusters Score -1.198397e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -11983945.000000 Penalty: 3726.852295
	Iteration 43Q: 3 clusters Score -1.198394e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -11983973.000000 Penalty: 3726.852295
	Iteration 44Q: 3 clusters Score -1.198397e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -11983898.000000 Penalty: 3726.852295
	Iteration 45Q: 3 clusters Score -1.19839e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91100 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -11983833.000000 Penalty: 3726.852295
	Iteration 46Q: 3 clusters Score -1.198383e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -11983837.000000 Penalty: 3726.852295
	Iteration 47Q: 3 clusters Score -1.198384e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91270 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -11983776.000000 Penalty: 3726.852295
	Iteration 48Q: 3 clusters Score -1.198378e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -11983751.000000 Penalty: 3726.852295
	Iteration 49Q: 3 clusters Score -1.198375e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -11983728.000000 Penalty: 3726.852295
	Iteration 50Q: 3 clusters Score -1.198373e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -11983705.000000 Penalty: 3726.852295
	Iteration 51Q: 3 clusters Score -1.19837e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91549 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -11983675.000000 Penalty: 3726.852295
	Iteration 52Q: 3 clusters Score -1.198368e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -11983672.000000 Penalty: 3726.852295
	Iteration 53Q: 3 clusters Score -1.198367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -11983659.000000 Penalty: 3726.852295
	Iteration 54Q: 3 clusters Score -1.198366e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -11983670.000000 Penalty: 3726.852295
	Iteration 55Q: 3 clusters Score -1.198367e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -11983652.000000 Penalty: 3726.852295
	Iteration 56Q: 3 clusters Score -1.198365e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -11983612.000000 Penalty: 3726.852295
	Iteration 57Q: 3 clusters Score -1.198361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -11983583.000000 Penalty: 3726.852295
	Iteration 58Q: 3 clusters Score -1.198358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -11983562.000000 Penalty: 3726.852295
	Iteration 59Q: 3 clusters Score -1.198356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -11983550.000000 Penalty: 3726.852295
	Iteration 60F: 3 clusters Score -1.198355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -11983543.000000 Penalty: 3726.852295
	Iteration 61Q: 3 clusters Score -1.198354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -11983533.000000 Penalty: 3726.852295
	Iteration 62Q: 3 clusters Score -1.198353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -11983524.000000 Penalty: 3726.852295
	Iteration 63Q: 3 clusters Score -1.198352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -11983502.000000 Penalty: 3726.852295
	Iteration 64Q: 3 clusters Score -1.19835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -11983507.000000 Penalty: 3726.852295
	Iteration 65Q: 3 clusters Score -1.198351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91941 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -11983509.000000 Penalty: 3726.852295
	Iteration 66Q: 3 clusters Score -1.198351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -11983512.000000 Penalty: 3726.852295
	Iteration 67Q: 3 clusters Score -1.198351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -11983500.000000 Penalty: 3726.852295
	Iteration 68Q: 3 clusters Score -1.19835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -11983485.000000 Penalty: 3726.852295
	Iteration 69Q: 3 clusters Score -1.198348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -11983482.000000 Penalty: 3726.852295
	Iteration 70Q: 3 clusters Score -1.198348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -11983482.000000 Penalty: 3726.852295
	Iteration 71Q: 3 clusters Score -1.198348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -11983481.000000 Penalty: 3726.852295
	Iteration 72Q: 3 clusters Score -1.198348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -11983482.000000 Penalty: 3726.852295
	Iteration 73Q: 3 clusters Score -1.198348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -11983468.000000 Penalty: 3726.852295
	Iteration 74Q: 3 clusters Score -1.198347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -11983482.000000 Penalty: 3726.852295
	Iteration 75Q: 3 clusters Score -1.198348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -11983475.000000 Penalty: 3726.852295
	Iteration 76Q: 3 clusters Score -1.198348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92028 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -11983460.000000 Penalty: 3726.852295
	Iteration 77Q: 3 clusters Score -1.198346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -11983457.000000 Penalty: 3726.852295
	Iteration 78Q: 3 clusters Score -1.198346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92040 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -11983451.000000 Penalty: 3726.852295
	Iteration 79Q: 3 clusters Score -1.198345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92044 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -11983452.000000 Penalty: 3726.852295
	Iteration 80F: 3 clusters Score -1.198345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -11983448.000000 Penalty: 3726.852295
	Iteration 81Q: 3 clusters Score -1.198345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -11983448.000000 Penalty: 3726.852295
	Iteration 82F: 3 clusters Score -1.198345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 81763 members 
Mstep: Class 6 contains 29102 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 92047 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 8467 members 
Mstep: Class 13 contains 9795 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 98240 members 
Mstep: Class 16 contains 94928 members 
Mstep: Class 17 contains 72842 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 79791 members 
Mstep: Class 20 contains 3766 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 88857 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 6393 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 94763 members 
Mstep: Class 30 contains 1446 members 
Mstep: Class 31 contains 9754 members 
Entering Unmasked Estep 
Score: -102201384.000000 Penalty: 68724.578125
Splitting cluster 8 changes total score from -102201608.000000 to -102201384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -23067.218750 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -23067.22 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 149 members 
Entering Unmasked Estep 
Score: -22358.888672 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -22358.89 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22769.736328 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -22769.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23031.365234 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -23031.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23267.609375 Penalty: 1898.208496
	Iteration 3F: 3 clusters Score -23267.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23333.281250 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -23333.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23435.236328 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -23435.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23530.505859 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -23530.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23559.074219 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -23559.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23671.845703 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -23671.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23745.351562 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -23745.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23829.125000 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -23829.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23871.478516 Penalty: 1898.208496
	Iteration 11Q: 3 clusters Score -23871.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23887.781250 Penalty: 1898.208496
	Iteration 12Q: 3 clusters Score -23887.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23890.968750 Penalty: 1898.208496
	Iteration 13Q: 3 clusters Score -23890.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23893.062500 Penalty: 1898.208496
	Iteration 14Q: 3 clusters Score -23893.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23894.835938 Penalty: 1898.208496
	Iteration 15Q: 3 clusters Score -23894.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23895.751953 Penalty: 1898.208496
	Iteration 16Q: 3 clusters Score -23895.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23895.751953 Penalty: 1898.208496
	Iteration 17F: 3 clusters Score -23895.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 81763 members 
Mstep: Class 6 contains 29102 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 95534 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 8467 members 
Mstep: Class 13 contains 9795 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 98240 members 
Mstep: Class 16 contains 94928 members 
Mstep: Class 17 contains 72842 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 79791 members 
Mstep: Class 20 contains 3766 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 88857 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 6393 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 94763 members 
Mstep: Class 30 contains 1446 members 
Mstep: Class 31 contains 9754 members 
Entering Unmasked Estep 
Score: -102200552.000000 Penalty: 68724.578125
Splitting cluster 10 changes total score from -102201608.000000 to -102200552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -313308.218750 Penalty: 1283.672729
	Iteration 0F: 2 clusters Score -313308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -310786.406250 Penalty: 2567.345459
	Iteration 0F: 3 clusters Score -310786.4 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -311436.375000 Penalty: 2567.345459
	Iteration 1F: 3 clusters Score -311436.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -311621.062500 Penalty: 2567.345459
	Iteration 2F: 3 clusters Score -311621.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -311767.250000 Penalty: 2567.345459
	Iteration 3F: 3 clusters Score -311767.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -311893.687500 Penalty: 2567.345459
	Iteration 4F: 3 clusters Score -311893.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -312001.218750 Penalty: 2567.345459
	Iteration 5Q: 3 clusters Score -312001.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -312101.187500 Penalty: 2567.345459
	Iteration 6Q: 3 clusters Score -312101.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -312197.250000 Penalty: 2567.345459
	Iteration 7Q: 3 clusters Score -312197.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -312284.031250 Penalty: 2567.345459
	Iteration 8Q: 3 clusters Score -312284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -312336.593750 Penalty: 2567.345459
	Iteration 9Q: 3 clusters Score -312336.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -312376.843750 Penalty: 2567.345459
	Iteration 10Q: 3 clusters Score -312376.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -312407.281250 Penalty: 2567.345459
	Iteration 11Q: 3 clusters Score -312407.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -312441.750000 Penalty: 2567.345459
	Iteration 12Q: 3 clusters Score -312441.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -312467.781250 Penalty: 2567.345459
	Iteration 13Q: 3 clusters Score -312467.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -312481.156250 Penalty: 2567.345459
	Iteration 14Q: 3 clusters Score -312481.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -312489.375000 Penalty: 2567.345459
	Iteration 15Q: 3 clusters Score -312489.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -312495.031250 Penalty: 2567.345459
	Iteration 16Q: 3 clusters Score -312495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -312499.593750 Penalty: 2567.345459
	Iteration 17Q: 3 clusters Score -312499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -312500.718750 Penalty: 2567.345459
	Iteration 18Q: 3 clusters Score -312500.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -312502.593750 Penalty: 2567.345459
	Iteration 19Q: 3 clusters Score -312502.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -312504.750000 Penalty: 2567.345459
	Iteration 20F: 3 clusters Score -312504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -312506.031250 Penalty: 2567.345459
	Iteration 21Q: 3 clusters Score -312506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -312508.125000 Penalty: 2567.345459
	Iteration 22Q: 3 clusters Score -312508.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -312513.812500 Penalty: 2567.345459
	Iteration 23Q: 3 clusters Score -312513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -312519.437500 Penalty: 2567.345459
	Iteration 24Q: 3 clusters Score -312519.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -312523.375000 Penalty: 2567.345459
	Iteration 25Q: 3 clusters Score -312523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -312526.156250 Penalty: 2567.345459
	Iteration 26Q: 3 clusters Score -312526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -312527.312500 Penalty: 2567.345459
	Iteration 27Q: 3 clusters Score -312527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -312527.500000 Penalty: 2567.345459
	Iteration 28Q: 3 clusters Score -312527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -312527.500000 Penalty: 2567.345459
	Iteration 29F: 3 clusters Score -312527.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Entering Unmasked Estep 
Score: -1034896.125000 Penalty: 1469.638916
	Iteration 0F: 2 clusters Score -1034896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1028637.937500 Penalty: 2939.277832
	Iteration 0F: 3 clusters Score -1028638 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1030643.875000 Penalty: 2939.277832
	Iteration 1F: 3 clusters Score -1030644 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1030850.437500 Penalty: 2939.277832
	Iteration 2F: 3 clusters Score -1030850 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1031033.812500 Penalty: 2939.277832
	Iteration 3Q: 3 clusters Score -1031034 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1031223.500000 Penalty: 2939.277832
	Iteration 4Q: 3 clusters Score -1031224 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1031456.312500 Penalty: 2939.277832
	Iteration 5Q: 3 clusters Score -1031456 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1031730.937500 Penalty: 2939.277832
	Iteration 6F: 3 clusters Score -1031731 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1032042.500000 Penalty: 2939.277832
	Iteration 7F: 3 clusters Score -1032042 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1032389.750000 Penalty: 2939.277832
	Iteration 8F: 3 clusters Score -1032390 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1032756.437500 Penalty: 2939.277832
	Iteration 9Q: 3 clusters Score -1032756 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1033061.875000 Penalty: 2939.277832
	Iteration 10Q: 3 clusters Score -1033062 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1033275.750000 Penalty: 2939.277832
	Iteration 11Q: 3 clusters Score -1033276 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1033414.062500 Penalty: 2939.277832
	Iteration 12Q: 3 clusters Score -1033414 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1033492.750000 Penalty: 2939.277832
	Iteration 13Q: 3 clusters Score -1033493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1033537.750000 Penalty: 2939.277832
	Iteration 14Q: 3 clusters Score -1033538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1033563.375000 Penalty: 2939.277832
	Iteration 15Q: 3 clusters Score -1033563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1033584.750000 Penalty: 2939.277832
	Iteration 16Q: 3 clusters Score -1033585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1033602.875000 Penalty: 2939.277832
	Iteration 17Q: 3 clusters Score -1033603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1033615.875000 Penalty: 2939.277832
	Iteration 18Q: 3 clusters Score -1033616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1033628.062500 Penalty: 2939.277832
	Iteration 19Q: 3 clusters Score -1033628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1033639.312500 Penalty: 2939.277832
	Iteration 20F: 3 clusters Score -1033639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1033644.875000 Penalty: 2939.277832
	Iteration 21Q: 3 clusters Score -1033645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1033646.437500 Penalty: 2939.277832
	Iteration 22Q: 3 clusters Score -1033646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1033647.000000 Penalty: 2939.277832
	Iteration 23Q: 3 clusters Score -1033647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1033647.000000 Penalty: 2939.277832
	Iteration 24F: 3 clusters Score -1033647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Entering Unmasked Estep 
Score: -1191438.000000 Penalty: 1493.314453
	Iteration 0F: 2 clusters Score -1191438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1184350.250000 Penalty: 2986.628906
	Iteration 0F: 3 clusters Score -1184350 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1186736.125000 Penalty: 2986.628906
	Iteration 1F: 3 clusters Score -1186736 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1186968.000000 Penalty: 2986.628906
	Iteration 2F: 3 clusters Score -1186968 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1187164.500000 Penalty: 2986.628906
	Iteration 3Q: 3 clusters Score -1187164 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1187345.875000 Penalty: 2986.628906
	Iteration 4Q: 3 clusters Score -1187346 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1187522.250000 Penalty: 2986.628906
	Iteration 5Q: 3 clusters Score -1187522 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1187718.375000 Penalty: 2986.628906
	Iteration 6Q: 3 clusters Score -1187718 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1187935.375000 Penalty: 2986.628906
	Iteration 7Q: 3 clusters Score -1187935 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1188167.000000 Penalty: 2986.628906
	Iteration 8Q: 3 clusters Score -1188167 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1188394.500000 Penalty: 2986.628906
	Iteration 9Q: 3 clusters Score -1188394 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1188645.250000 Penalty: 2986.628906
	Iteration 10Q: 3 clusters Score -1188645 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1188891.250000 Penalty: 2986.628906
	Iteration 11Q: 3 clusters Score -1188891 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1189088.375000 Penalty: 2986.628906
	Iteration 12Q: 3 clusters Score -1189088 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1189278.000000 Penalty: 2986.628906
	Iteration 13Q: 3 clusters Score -1189278 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1189434.875000 Penalty: 2986.628906
	Iteration 14Q: 3 clusters Score -1189435 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1189537.000000 Penalty: 2986.628906
	Iteration 15Q: 3 clusters Score -1189537 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1189620.750000 Penalty: 2986.628906
	Iteration 16Q: 3 clusters Score -1189621 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1189679.000000 Penalty: 2986.628906
	Iteration 17Q: 3 clusters Score -1189679 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1189754.250000 Penalty: 2986.628906
	Iteration 18Q: 3 clusters Score -1189754 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1189817.500000 Penalty: 2986.628906
	Iteration 19Q: 3 clusters Score -1189818 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1189874.000000 Penalty: 2986.628906
	Iteration 20F: 3 clusters Score -1189874 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1189912.750000 Penalty: 2986.628906
	Iteration 21Q: 3 clusters Score -1189913 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1189941.500000 Penalty: 2986.628906
	Iteration 22Q: 3 clusters Score -1189942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1189974.250000 Penalty: 2986.628906
	Iteration 23Q: 3 clusters Score -1189974 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1189999.875000 Penalty: 2986.628906
	Iteration 24Q: 3 clusters Score -1190000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1190014.250000 Penalty: 2986.628906
	Iteration 25Q: 3 clusters Score -1190014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1190023.375000 Penalty: 2986.628906
	Iteration 26Q: 3 clusters Score -1190023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1190037.125000 Penalty: 2986.628906
	Iteration 27Q: 3 clusters Score -1190037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1190048.375000 Penalty: 2986.628906
	Iteration 28Q: 3 clusters Score -1190048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1190054.750000 Penalty: 2986.628906
	Iteration 29Q: 3 clusters Score -1190055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1190061.000000 Penalty: 2986.628906
	Iteration 30Q: 3 clusters Score -1190061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1190064.750000 Penalty: 2986.628906
	Iteration 31Q: 3 clusters Score -1190065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1190074.375000 Penalty: 2986.628906
	Iteration 32Q: 3 clusters Score -1190074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1190080.500000 Penalty: 2986.628906
	Iteration 33Q: 3 clusters Score -1190080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1190086.125000 Penalty: 2986.628906
	Iteration 34Q: 3 clusters Score -1190086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1190091.625000 Penalty: 2986.628906
	Iteration 35Q: 3 clusters Score -1190092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1190098.375000 Penalty: 2986.628906
	Iteration 36Q: 3 clusters Score -1190098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1190103.000000 Penalty: 2986.628906
	Iteration 37Q: 3 clusters Score -1190103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1190111.375000 Penalty: 2986.628906
	Iteration 38Q: 3 clusters Score -1190111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1190114.875000 Penalty: 2986.628906
	Iteration 39Q: 3 clusters Score -1190115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1190121.000000 Penalty: 2986.628906
	Iteration 40F: 3 clusters Score -1190121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1190130.000000 Penalty: 2986.628906
	Iteration 41Q: 3 clusters Score -1190130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1190137.375000 Penalty: 2986.628906
	Iteration 42Q: 3 clusters Score -1190137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1190140.375000 Penalty: 2986.628906
	Iteration 43Q: 3 clusters Score -1190140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1190150.500000 Penalty: 2986.628906
	Iteration 44Q: 3 clusters Score -1190150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1190156.125000 Penalty: 2986.628906
	Iteration 45Q: 3 clusters Score -1190156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1190163.750000 Penalty: 2986.628906
	Iteration 46Q: 3 clusters Score -1190164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1190173.250000 Penalty: 2986.628906
	Iteration 47Q: 3 clusters Score -1190173 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1190182.500000 Penalty: 2986.628906
	Iteration 48Q: 3 clusters Score -1190182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1190191.875000 Penalty: 2986.628906
	Iteration 49Q: 3 clusters Score -1190192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1190198.750000 Penalty: 2986.628906
	Iteration 50Q: 3 clusters Score -1190199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1190206.000000 Penalty: 2986.628906
	Iteration 51Q: 3 clusters Score -1190206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1190210.375000 Penalty: 2986.628906
	Iteration 52Q: 3 clusters Score -1190210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1190220.000000 Penalty: 2986.628906
	Iteration 53Q: 3 clusters Score -1190220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1190228.125000 Penalty: 2986.628906
	Iteration 54Q: 3 clusters Score -1190228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1190235.625000 Penalty: 2986.628906
	Iteration 55Q: 3 clusters Score -1190236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1190240.125000 Penalty: 2986.628906
	Iteration 56Q: 3 clusters Score -1190240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1190254.875000 Penalty: 2986.628906
	Iteration 57Q: 3 clusters Score -1190255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1190266.125000 Penalty: 2986.628906
	Iteration 58Q: 3 clusters Score -1190266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1190272.250000 Penalty: 2986.628906
	Iteration 59Q: 3 clusters Score -1190272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1190280.750000 Penalty: 2986.628906
	Iteration 60F: 3 clusters Score -1190281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1190287.750000 Penalty: 2986.628906
	Iteration 61Q: 3 clusters Score -1190288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1190292.375000 Penalty: 2986.628906
	Iteration 62Q: 3 clusters Score -1190292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1190297.250000 Penalty: 2986.628906
	Iteration 63Q: 3 clusters Score -1190297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1190302.625000 Penalty: 2986.628906
	Iteration 64Q: 3 clusters Score -1190303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1190305.625000 Penalty: 2986.628906
	Iteration 65Q: 3 clusters Score -1190306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1190314.000000 Penalty: 2986.628906
	Iteration 66Q: 3 clusters Score -1190314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1190315.750000 Penalty: 2986.628906
	Iteration 67Q: 3 clusters Score -1190316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1190319.375000 Penalty: 2986.628906
	Iteration 68Q: 3 clusters Score -1190319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1190322.125000 Penalty: 2986.628906
	Iteration 69Q: 3 clusters Score -1190322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1190326.625000 Penalty: 2986.628906
	Iteration 70Q: 3 clusters Score -1190327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1190329.875000 Penalty: 2986.628906
	Iteration 71Q: 3 clusters Score -1190330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1190334.500000 Penalty: 2986.628906
	Iteration 72Q: 3 clusters Score -1190334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1190340.375000 Penalty: 2986.628906
	Iteration 73Q: 3 clusters Score -1190340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1190340.625000 Penalty: 2986.628906
	Iteration 74Q: 3 clusters Score -1190341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1190342.625000 Penalty: 2986.628906
	Iteration 75Q: 3 clusters Score -1190343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1190341.375000 Penalty: 2986.628906
	Iteration 76Q: 3 clusters Score -1190341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1190342.375000 Penalty: 2986.628906
	Iteration 77Q: 3 clusters Score -1190342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1190343.250000 Penalty: 2986.628906
	Iteration 78Q: 3 clusters Score -1190343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1190344.250000 Penalty: 2986.628906
	Iteration 79Q: 3 clusters Score -1190344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1190343.625000 Penalty: 2986.628906
	Iteration 80F: 3 clusters Score -1190344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1190345.500000 Penalty: 2986.628906
	Iteration 81Q: 3 clusters Score -1190346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1190350.250000 Penalty: 2986.628906
	Iteration 82Q: 3 clusters Score -1190350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1190351.875000 Penalty: 2986.628906
	Iteration 83Q: 3 clusters Score -1190352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1190350.875000 Penalty: 2986.628906
	Iteration 84Q: 3 clusters Score -1190351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1190350.875000 Penalty: 2986.628906
	Iteration 85F: 3 clusters Score -1190351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Entering Unmasked Estep 
Score: -306561.625000 Penalty: 1281.549316
	Iteration 0F: 2 clusters Score -306561.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -304094.625000 Penalty: 2563.098633
	Iteration 0F: 3 clusters Score -304094.6 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -304745.781250 Penalty: 2563.098633
	Iteration 1F: 3 clusters Score -304745.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -304959.906250 Penalty: 2563.098633
	Iteration 2F: 3 clusters Score -304959.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -305156.125000 Penalty: 2563.098633
	Iteration 3F: 3 clusters Score -305156.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -305345.750000 Penalty: 2563.098633
	Iteration 4F: 3 clusters Score -305345.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -305582.843750 Penalty: 2563.098633
	Iteration 5F: 3 clusters Score -305582.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -305816.750000 Penalty: 2563.098633
	Iteration 6F: 3 clusters Score -305816.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -305990.781250 Penalty: 2563.098633
	Iteration 7F: 3 clusters Score -305990.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -306140.937500 Penalty: 2563.098633
	Iteration 8Q: 3 clusters Score -306140.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -306242.875000 Penalty: 2563.098633
	Iteration 9Q: 3 clusters Score -306242.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -306297.125000 Penalty: 2563.098633
	Iteration 10Q: 3 clusters Score -306297.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -306359.000000 Penalty: 2563.098633
	Iteration 11Q: 3 clusters Score -306359 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -306427.125000 Penalty: 2563.098633
	Iteration 12Q: 3 clusters Score -306427.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -306456.875000 Penalty: 2563.098633
	Iteration 13Q: 3 clusters Score -306456.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -306473.843750 Penalty: 2563.098633
	Iteration 14Q: 3 clusters Score -306473.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -306480.593750 Penalty: 2563.098633
	Iteration 15Q: 3 clusters Score -306480.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -306485.937500 Penalty: 2563.098633
	Iteration 16Q: 3 clusters Score -306485.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -306490.406250 Penalty: 2563.098633
	Iteration 17Q: 3 clusters Score -306490.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -306492.312500 Penalty: 2563.098633
	Iteration 18Q: 3 clusters Score -306492.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -306494.406250 Penalty: 2563.098633
	Iteration 19Q: 3 clusters Score -306494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -306496.000000 Penalty: 2563.098633
	Iteration 20F: 3 clusters Score -306496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -306498.625000 Penalty: 2563.098633
	Iteration 21Q: 3 clusters Score -306498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -306503.875000 Penalty: 2563.098633
	Iteration 22Q: 3 clusters Score -306503.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -306509.062500 Penalty: 2563.098633
	Iteration 23Q: 3 clusters Score -306509.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -306514.843750 Penalty: 2563.098633
	Iteration 24Q: 3 clusters Score -306514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -306521.812500 Penalty: 2563.098633
	Iteration 25Q: 3 clusters Score -306521.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -306526.500000 Penalty: 2563.098633
	Iteration 26Q: 3 clusters Score -306526.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -306533.031250 Penalty: 2563.098633
	Iteration 27Q: 3 clusters Score -306533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -306537.250000 Penalty: 2563.098633
	Iteration 28Q: 3 clusters Score -306537.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -306541.781250 Penalty: 2563.098633
	Iteration 29Q: 3 clusters Score -306541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -306544.843750 Penalty: 2563.098633
	Iteration 30Q: 3 clusters Score -306544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -306546.250000 Penalty: 2563.098633
	Iteration 31Q: 3 clusters Score -306546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -306546.406250 Penalty: 2563.098633
	Iteration 32Q: 3 clusters Score -306546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -306546.406250 Penalty: 2563.098633
	Iteration 33F: 3 clusters Score -306546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (98240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Entering Unmasked Estep 
Score: -12284067.000000 Penalty: 1867.964966
	Iteration 0F: 2 clusters Score -1.228407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -12226614.000000 Penalty: 3735.929932
	Iteration 0F: 3 clusters Score -1.222661e+07 nChanged 46760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -12254726.000000 Penalty: 3735.929932
	Iteration 1F: 3 clusters Score -1.225473e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -12256160.000000 Penalty: 3735.929932
	Iteration 2Q: 3 clusters Score -1.225616e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -12257976.000000 Penalty: 3735.929932
	Iteration 3Q: 3 clusters Score -1.225798e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -12260641.000000 Penalty: 3735.929932
	Iteration 4F: 3 clusters Score -1.226064e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -12264805.000000 Penalty: 3735.929932
	Iteration 5F: 3 clusters Score -1.22648e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -12270452.000000 Penalty: 3735.929932
	Iteration 6F: 3 clusters Score -1.227045e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -12276095.000000 Penalty: 3735.929932
	Iteration 7F: 3 clusters Score -1.22761e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -12279100.000000 Penalty: 3735.929932
	Iteration 8F: 3 clusters Score -1.22791e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -12280337.000000 Penalty: 3735.929932
	Iteration 9Q: 3 clusters Score -1.228034e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -12280824.000000 Penalty: 3735.929932
	Iteration 10Q: 3 clusters Score -1.228082e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -12281246.000000 Penalty: 3735.929932
	Iteration 11Q: 3 clusters Score -1.228125e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -12281550.000000 Penalty: 3735.929932
	Iteration 12Q: 3 clusters Score -1.228155e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -12281820.000000 Penalty: 3735.929932
	Iteration 13Q: 3 clusters Score -1.228182e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -12282037.000000 Penalty: 3735.929932
	Iteration 14Q: 3 clusters Score -1.228204e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -12282258.000000 Penalty: 3735.929932
	Iteration 15Q: 3 clusters Score -1.228226e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -12282351.000000 Penalty: 3735.929932
	Iteration 16Q: 3 clusters Score -1.228235e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -12282472.000000 Penalty: 3735.929932
	Iteration 17Q: 3 clusters Score -1.228247e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -12282588.000000 Penalty: 3735.929932
	Iteration 18Q: 3 clusters Score -1.228259e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -12282662.000000 Penalty: 3735.929932
	Iteration 19Q: 3 clusters Score -1.228266e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -12282770.000000 Penalty: 3735.929932
	Iteration 20F: 3 clusters Score -1.228277e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -12282892.000000 Penalty: 3735.929932
	Iteration 21Q: 3 clusters Score -1.228289e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -12282991.000000 Penalty: 3735.929932
	Iteration 22Q: 3 clusters Score -1.228299e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -12283058.000000 Penalty: 3735.929932
	Iteration 23Q: 3 clusters Score -1.228306e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -12283202.000000 Penalty: 3735.929932
	Iteration 24Q: 3 clusters Score -1.22832e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -12283280.000000 Penalty: 3735.929932
	Iteration 25Q: 3 clusters Score -1.228328e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -12283353.000000 Penalty: 3735.929932
	Iteration 26Q: 3 clusters Score -1.228335e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -12283497.000000 Penalty: 3735.929932
	Iteration 27Q: 3 clusters Score -1.22835e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -12283609.000000 Penalty: 3735.929932
	Iteration 28Q: 3 clusters Score -1.228361e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -12283731.000000 Penalty: 3735.929932
	Iteration 29Q: 3 clusters Score -1.228373e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -12283864.000000 Penalty: 3735.929932
	Iteration 30Q: 3 clusters Score -1.228386e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62056 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -12283894.000000 Penalty: 3735.929932
	Iteration 31Q: 3 clusters Score -1.228389e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -12284010.000000 Penalty: 3735.929932
	Iteration 32Q: 3 clusters Score -1.228401e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -12284096.000000 Penalty: 3735.929932
	Iteration 33Q: 3 clusters Score -1.22841e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -12284136.000000 Penalty: 3735.929932
	Iteration 34Q: 3 clusters Score -1.228414e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -12284214.000000 Penalty: 3735.929932
	Iteration 35Q: 3 clusters Score -1.228421e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -12284344.000000 Penalty: 3735.929932
	Iteration 36Q: 3 clusters Score -1.228434e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -12284409.000000 Penalty: 3735.929932
	Iteration 37Q: 3 clusters Score -1.228441e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -12284564.000000 Penalty: 3735.929932
	Iteration 38Q: 3 clusters Score -1.228456e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -12284591.000000 Penalty: 3735.929932
	Iteration 39Q: 3 clusters Score -1.228459e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -12284700.000000 Penalty: 3735.929932
	Iteration 40F: 3 clusters Score -1.22847e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -12284796.000000 Penalty: 3735.929932
	Iteration 41Q: 3 clusters Score -1.22848e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -12284924.000000 Penalty: 3735.929932
	Iteration 42Q: 3 clusters Score -1.228492e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -12285052.000000 Penalty: 3735.929932
	Iteration 43Q: 3 clusters Score -1.228505e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -12285146.000000 Penalty: 3735.929932
	Iteration 44Q: 3 clusters Score -1.228515e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73454 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -12285299.000000 Penalty: 3735.929932
	Iteration 45Q: 3 clusters Score -1.22853e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -12285456.000000 Penalty: 3735.929932
	Iteration 46Q: 3 clusters Score -1.228546e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -12285535.000000 Penalty: 3735.929932
	Iteration 47Q: 3 clusters Score -1.228554e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -12285691.000000 Penalty: 3735.929932
	Iteration 48Q: 3 clusters Score -1.228569e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -12285822.000000 Penalty: 3735.929932
	Iteration 49Q: 3 clusters Score -1.228582e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -12285946.000000 Penalty: 3735.929932
	Iteration 50Q: 3 clusters Score -1.228595e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78632 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -12286069.000000 Penalty: 3735.929932
	Iteration 51Q: 3 clusters Score -1.228607e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -12286175.000000 Penalty: 3735.929932
	Iteration 52Q: 3 clusters Score -1.228618e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -12286313.000000 Penalty: 3735.929932
	Iteration 53Q: 3 clusters Score -1.228631e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -12286321.000000 Penalty: 3735.929932
	Iteration 54Q: 3 clusters Score -1.228632e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -12286189.000000 Penalty: 3735.929932
	Iteration 55Q: 3 clusters Score -1.228619e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -12285940.000000 Penalty: 3735.929932
	Iteration 56Q: 3 clusters Score -1.228594e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -12285805.000000 Penalty: 3735.929932
	Iteration 57Q: 3 clusters Score -1.22858e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -12285624.000000 Penalty: 3735.929932
	Iteration 58Q: 3 clusters Score -1.228562e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -12285396.000000 Penalty: 3735.929932
	Iteration 59Q: 3 clusters Score -1.22854e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -12285263.000000 Penalty: 3735.929932
	Iteration 60F: 3 clusters Score -1.228526e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -12285124.000000 Penalty: 3735.929932
	Iteration 61Q: 3 clusters Score -1.228512e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -12284924.000000 Penalty: 3735.929932
	Iteration 62Q: 3 clusters Score -1.228492e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -12284814.000000 Penalty: 3735.929932
	Iteration 63Q: 3 clusters Score -1.228481e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -12284677.000000 Penalty: 3735.929932
	Iteration 64Q: 3 clusters Score -1.228468e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -12284491.000000 Penalty: 3735.929932
	Iteration 65Q: 3 clusters Score -1.228449e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -12284331.000000 Penalty: 3735.929932
	Iteration 66Q: 3 clusters Score -1.228433e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -12284161.000000 Penalty: 3735.929932
	Iteration 67Q: 3 clusters Score -1.228416e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -12284027.000000 Penalty: 3735.929932
	Iteration 68Q: 3 clusters Score -1.228403e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -12283875.000000 Penalty: 3735.929932
	Iteration 69Q: 3 clusters Score -1.228388e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -12283695.000000 Penalty: 3735.929932
	Iteration 70Q: 3 clusters Score -1.22837e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -12283563.000000 Penalty: 3735.929932
	Iteration 71Q: 3 clusters Score -1.228356e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -12283462.000000 Penalty: 3735.929932
	Iteration 72Q: 3 clusters Score -1.228346e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -12283339.000000 Penalty: 3735.929932
	Iteration 73Q: 3 clusters Score -1.228334e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -12283239.000000 Penalty: 3735.929932
	Iteration 74Q: 3 clusters Score -1.228324e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -12283207.000000 Penalty: 3735.929932
	Iteration 75Q: 3 clusters Score -1.228321e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -12283182.000000 Penalty: 3735.929932
	Iteration 76Q: 3 clusters Score -1.228318e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -12283171.000000 Penalty: 3735.929932
	Iteration 77Q: 3 clusters Score -1.228317e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -12283149.000000 Penalty: 3735.929932
	Iteration 78Q: 3 clusters Score -1.228315e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -12283098.000000 Penalty: 3735.929932
	Iteration 79Q: 3 clusters Score -1.22831e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96758 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -12283089.000000 Penalty: 3735.929932
	Iteration 80F: 3 clusters Score -1.228309e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96838 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12283055.000000 Penalty: 3735.929932
	Iteration 81Q: 3 clusters Score -1.228306e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12283041.000000 Penalty: 3735.929932
	Iteration 82Q: 3 clusters Score -1.228304e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96960 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -12283026.000000 Penalty: 3735.929932
	Iteration 83Q: 3 clusters Score -1.228303e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97012 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -12283029.000000 Penalty: 3735.929932
	Iteration 84Q: 3 clusters Score -1.228303e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12283025.000000 Penalty: 3735.929932
	Iteration 85Q: 3 clusters Score -1.228302e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12283008.000000 Penalty: 3735.929932
	Iteration 86Q: 3 clusters Score -1.228301e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12282977.000000 Penalty: 3735.929932
	Iteration 87Q: 3 clusters Score -1.228298e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12282977.000000 Penalty: 3735.929932
	Iteration 88Q: 3 clusters Score -1.228298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97201 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -12282970.000000 Penalty: 3735.929932
	Iteration 89Q: 3 clusters Score -1.228297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97223 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12282974.000000 Penalty: 3735.929932
	Iteration 90Q: 3 clusters Score -1.228297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -12282971.000000 Penalty: 3735.929932
	Iteration 91Q: 3 clusters Score -1.228297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12282973.000000 Penalty: 3735.929932
	Iteration 92Q: 3 clusters Score -1.228297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12282967.000000 Penalty: 3735.929932
	Iteration 93Q: 3 clusters Score -1.228297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12282950.000000 Penalty: 3735.929932
	Iteration 94Q: 3 clusters Score -1.228295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12282931.000000 Penalty: 3735.929932
	Iteration 95Q: 3 clusters Score -1.228293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -12282917.000000 Penalty: 3735.929932
	Iteration 96Q: 3 clusters Score -1.228292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12282933.000000 Penalty: 3735.929932
	Iteration 97Q: 3 clusters Score -1.228293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -12282907.000000 Penalty: 3735.929932
	Iteration 98Q: 3 clusters Score -1.228291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97351 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12282903.000000 Penalty: 3735.929932
	Iteration 99Q: 3 clusters Score -1.22829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12282889.000000 Penalty: 3735.929932
	Iteration 100F: 3 clusters Score -1.228289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97368 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12282893.000000 Penalty: 3735.929932
	Iteration 101Q: 3 clusters Score -1.228289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12282896.000000 Penalty: 3735.929932
	Iteration 102Q: 3 clusters Score -1.22829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12282901.000000 Penalty: 3735.929932
	Iteration 103Q: 3 clusters Score -1.22829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12282900.000000 Penalty: 3735.929932
	Iteration 104Q: 3 clusters Score -1.22829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12282903.000000 Penalty: 3735.929932
	Iteration 105Q: 3 clusters Score -1.22829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12282900.000000 Penalty: 3735.929932
	Iteration 106Q: 3 clusters Score -1.22829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12282905.000000 Penalty: 3735.929932
	Iteration 107Q: 3 clusters Score -1.22829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12282891.000000 Penalty: 3735.929932
	Iteration 108Q: 3 clusters Score -1.228289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97389 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -12282907.000000 Penalty: 3735.929932
	Iteration 109Q: 3 clusters Score -1.228291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97393 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12282909.000000 Penalty: 3735.929932
	Iteration 110Q: 3 clusters Score -1.228291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97393 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12282907.000000 Penalty: 3735.929932
	Iteration 111Q: 3 clusters Score -1.228291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97394 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12282908.000000 Penalty: 3735.929932
	Iteration 112Q: 3 clusters Score -1.228291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12282900.000000 Penalty: 3735.929932
	Iteration 113Q: 3 clusters Score -1.22829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12282900.000000 Penalty: 3735.929932
	Iteration 114F: 3 clusters Score -1.22829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Entering Unmasked Estep 
Score: -11991171.000000 Penalty: 1862.391968
	Iteration 0F: 2 clusters Score -1.199117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -11933875.000000 Penalty: 3724.783936
	Iteration 0F: 3 clusters Score -1.193388e+07 nChanged 45363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -11961250.000000 Penalty: 3724.783936
	Iteration 1F: 3 clusters Score -1.196125e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -11962730.000000 Penalty: 3724.783936
	Iteration 2Q: 3 clusters Score -1.196273e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -11964452.000000 Penalty: 3724.783936
	Iteration 3Q: 3 clusters Score -1.196445e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -11966645.000000 Penalty: 3724.783936
	Iteration 4F: 3 clusters Score -1.196664e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -11969422.000000 Penalty: 3724.783936
	Iteration 5F: 3 clusters Score -1.196942e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -11972527.000000 Penalty: 3724.783936
	Iteration 6F: 3 clusters Score -1.197253e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -11975398.000000 Penalty: 3724.783936
	Iteration 7F: 3 clusters Score -1.19754e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -11977877.000000 Penalty: 3724.783936
	Iteration 8F: 3 clusters Score -1.197788e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -11979320.000000 Penalty: 3724.783936
	Iteration 9Q: 3 clusters Score -1.197932e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -11979962.000000 Penalty: 3724.783936
	Iteration 10Q: 3 clusters Score -1.197996e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -11980270.000000 Penalty: 3724.783936
	Iteration 11Q: 3 clusters Score -1.198027e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -11980473.000000 Penalty: 3724.783936
	Iteration 12Q: 3 clusters Score -1.198047e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -11980681.000000 Penalty: 3724.783936
	Iteration 13Q: 3 clusters Score -1.198068e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -11980798.000000 Penalty: 3724.783936
	Iteration 14Q: 3 clusters Score -1.19808e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -11980966.000000 Penalty: 3724.783936
	Iteration 15Q: 3 clusters Score -1.198097e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -11981156.000000 Penalty: 3724.783936
	Iteration 16Q: 3 clusters Score -1.198116e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -11981305.000000 Penalty: 3724.783936
	Iteration 17Q: 3 clusters Score -1.19813e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -11981511.000000 Penalty: 3724.783936
	Iteration 18Q: 3 clusters Score -1.198151e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -11981763.000000 Penalty: 3724.783936
	Iteration 19Q: 3 clusters Score -1.198176e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -11982079.000000 Penalty: 3724.783936
	Iteration 20F: 3 clusters Score -1.198208e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -11982305.000000 Penalty: 3724.783936
	Iteration 21Q: 3 clusters Score -1.19823e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -11982598.000000 Penalty: 3724.783936
	Iteration 22Q: 3 clusters Score -1.19826e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -11982872.000000 Penalty: 3724.783936
	Iteration 23Q: 3 clusters Score -1.198287e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -11983083.000000 Penalty: 3724.783936
	Iteration 24Q: 3 clusters Score -1.198308e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -11983498.000000 Penalty: 3724.783936
	Iteration 25Q: 3 clusters Score -1.19835e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -11983985.000000 Penalty: 3724.783936
	Iteration 26Q: 3 clusters Score -1.198398e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -11984365.000000 Penalty: 3724.783936
	Iteration 27Q: 3 clusters Score -1.198436e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -11984690.000000 Penalty: 3724.783936
	Iteration 28Q: 3 clusters Score -1.198469e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -11984956.000000 Penalty: 3724.783936
	Iteration 29Q: 3 clusters Score -1.198496e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -11985251.000000 Penalty: 3724.783936
	Iteration 30Q: 3 clusters Score -1.198525e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -11985231.000000 Penalty: 3724.783936
	Iteration 31Q: 3 clusters Score -1.198523e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -11985245.000000 Penalty: 3724.783936
	Iteration 32Q: 3 clusters Score -1.198524e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -11985183.000000 Penalty: 3724.783936
	Iteration 33Q: 3 clusters Score -1.198518e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -11984988.000000 Penalty: 3724.783936
	Iteration 34Q: 3 clusters Score -1.198499e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -11984821.000000 Penalty: 3724.783936
	Iteration 35Q: 3 clusters Score -1.198482e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -11984745.000000 Penalty: 3724.783936
	Iteration 36Q: 3 clusters Score -1.198474e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -11984734.000000 Penalty: 3724.783936
	Iteration 37Q: 3 clusters Score -1.198473e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -11984478.000000 Penalty: 3724.783936
	Iteration 38Q: 3 clusters Score -1.198448e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -11984315.000000 Penalty: 3724.783936
	Iteration 39Q: 3 clusters Score -1.198432e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -11985083.000000 Penalty: 3724.783936
	Iteration 40F: 3 clusters Score -1.198508e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -11985087.000000 Penalty: 3724.783936
	Iteration 41Q: 3 clusters Score -1.198509e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 81213 members 
Entering Unmasked Estep 
Score: -11984860.000000 Penalty: 3724.783936
	Iteration 42Q: 3 clusters Score -1.198486e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 82681 members 
Entering Unmasked Estep 
Score: -11986067.000000 Penalty: 3724.783936
	Iteration 43Q: 3 clusters Score -1.198607e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 84137 members 
Entering Unmasked Estep 
Score: -11987348.000000 Penalty: 3724.783936
	Iteration 44Q: 3 clusters Score -1.198735e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 85621 members 
Entering Unmasked Estep 
Score: -11988588.000000 Penalty: 3724.783936
	Iteration 45Q: 3 clusters Score -1.198859e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -11989613.000000 Penalty: 3724.783936
	Iteration 46Q: 3 clusters Score -1.198961e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -11990295.000000 Penalty: 3724.783936
	Iteration 47Q: 3 clusters Score -1.19903e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -11990828.000000 Penalty: 3724.783936
	Iteration 48Q: 3 clusters Score -1.199083e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -11990981.000000 Penalty: 3724.783936
	Iteration 49Q: 3 clusters Score -1.199098e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -11991081.000000 Penalty: 3724.783936
	Iteration 50Q: 3 clusters Score -1.199108e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -11991171.000000 Penalty: 3724.783936
	Iteration 51Q: 3 clusters Score -1.199117e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 92399 members 
Entering Unmasked Estep 
Score: -11991184.000000 Penalty: 3724.783936
	Iteration 52Q: 3 clusters Score -1.199118e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -11991151.000000 Penalty: 3724.783936
	Iteration 53Q: 3 clusters Score -1.199115e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -11991124.000000 Penalty: 3724.783936
	Iteration 54Q: 3 clusters Score -1.199112e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -11991089.000000 Penalty: 3724.783936
	Iteration 55Q: 3 clusters Score -1.199109e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -11991061.000000 Penalty: 3724.783936
	Iteration 56Q: 3 clusters Score -1.199106e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 93295 members 
Entering Unmasked Estep 
Score: -11991013.000000 Penalty: 3724.783936
	Iteration 57Q: 3 clusters Score -1.199101e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -11990995.000000 Penalty: 3724.783936
	Iteration 58Q: 3 clusters Score -1.1991e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -11990960.000000 Penalty: 3724.783936
	Iteration 59Q: 3 clusters Score -1.199096e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -11990953.000000 Penalty: 3724.783936
	Iteration 60F: 3 clusters Score -1.199095e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -11990950.000000 Penalty: 3724.783936
	Iteration 61Q: 3 clusters Score -1.199095e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
Score: -11990923.000000 Penalty: 3724.783936
	Iteration 62Q: 3 clusters Score -1.199092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -11990899.000000 Penalty: 3724.783936
	Iteration 63Q: 3 clusters Score -1.19909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -11990912.000000 Penalty: 3724.783936
	Iteration 64Q: 3 clusters Score -1.199091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -11990899.000000 Penalty: 3724.783936
	Iteration 65Q: 3 clusters Score -1.19909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
Score: -11990905.000000 Penalty: 3724.783936
	Iteration 66Q: 3 clusters Score -1.19909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -11990890.000000 Penalty: 3724.783936
	Iteration 67Q: 3 clusters Score -1.199089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -11990889.000000 Penalty: 3724.783936
	Iteration 68Q: 3 clusters Score -1.199089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -11990882.000000 Penalty: 3724.783936
	Iteration 69Q: 3 clusters Score -1.199088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -11990882.000000 Penalty: 3724.783936
	Iteration 70Q: 3 clusters Score -1.199088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -11990877.000000 Penalty: 3724.783936
	Iteration 71Q: 3 clusters Score -1.199088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -11990886.000000 Penalty: 3724.783936
	Iteration 72Q: 3 clusters Score -1.199089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -11990884.000000 Penalty: 3724.783936
	Iteration 73Q: 3 clusters Score -1.199088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 93632 members 
Entering Unmasked Estep 
Score: -11990886.000000 Penalty: 3724.783936
	Iteration 74Q: 3 clusters Score -1.199089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -11990882.000000 Penalty: 3724.783936
	Iteration 75Q: 3 clusters Score -1.199088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -11990882.000000 Penalty: 3724.783936
	Iteration 76F: 3 clusters Score -1.199088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Entering Unmasked Estep 
Score: -9150212.000000 Penalty: 1819.357788
	Iteration 0F: 2 clusters Score -9150212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -9102412.000000 Penalty: 3638.715576
	Iteration 0F: 3 clusters Score -9102412 nChanged 34425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -9122531.000000 Penalty: 3638.715576
	Iteration 1F: 3 clusters Score -9122531 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -9123715.000000 Penalty: 3638.715576
	Iteration 2Q: 3 clusters Score -9123715 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -9125681.000000 Penalty: 3638.715576
	Iteration 3F: 3 clusters Score -9125681 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -9128811.000000 Penalty: 3638.715576
	Iteration 4F: 3 clusters Score -9128811 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -9133539.000000 Penalty: 3638.715576
	Iteration 5F: 3 clusters Score -9133539 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -9139172.000000 Penalty: 3638.715576
	Iteration 6F: 3 clusters Score -9139172 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -9143753.000000 Penalty: 3638.715576
	Iteration 7F: 3 clusters Score -9143753 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -9146166.000000 Penalty: 3638.715576
	Iteration 8Q: 3 clusters Score -9146166 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -9147282.000000 Penalty: 3638.715576
	Iteration 9Q: 3 clusters Score -9147282 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -9147868.000000 Penalty: 3638.715576
	Iteration 10Q: 3 clusters Score -9147868 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -9148209.000000 Penalty: 3638.715576
	Iteration 11Q: 3 clusters Score -9148209 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -9148458.000000 Penalty: 3638.715576
	Iteration 12Q: 3 clusters Score -9148458 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -9148630.000000 Penalty: 3638.715576
	Iteration 13Q: 3 clusters Score -9148630 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -9148756.000000 Penalty: 3638.715576
	Iteration 14Q: 3 clusters Score -9148756 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -9148828.000000 Penalty: 3638.715576
	Iteration 15Q: 3 clusters Score -9148828 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -9148899.000000 Penalty: 3638.715576
	Iteration 16Q: 3 clusters Score -9148899 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
Score: -9148955.000000 Penalty: 3638.715576
	Iteration 17Q: 3 clusters Score -9148955 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -9149014.000000 Penalty: 3638.715576
	Iteration 18Q: 3 clusters Score -9149014 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -9149097.000000 Penalty: 3638.715576
	Iteration 19Q: 3 clusters Score -9149097 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -9149121.000000 Penalty: 3638.715576
	Iteration 20F: 3 clusters Score -9149121 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -9149163.000000 Penalty: 3638.715576
	Iteration 21Q: 3 clusters Score -9149163 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -9149167.000000 Penalty: 3638.715576
	Iteration 22Q: 3 clusters Score -9149167 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -9149166.000000 Penalty: 3638.715576
	Iteration 23Q: 3 clusters Score -9149166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -9149195.000000 Penalty: 3638.715576
	Iteration 24Q: 3 clusters Score -9149195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -9149202.000000 Penalty: 3638.715576
	Iteration 25Q: 3 clusters Score -9149202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -9149206.000000 Penalty: 3638.715576
	Iteration 26Q: 3 clusters Score -9149206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 71260 members 
Entering Unmasked Estep 
Score: -9149235.000000 Penalty: 3638.715576
	Iteration 27Q: 3 clusters Score -9149235 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -9149197.000000 Penalty: 3638.715576
	Iteration 28Q: 3 clusters Score -9149197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 71364 members 
Entering Unmasked Estep 
Score: -9149203.000000 Penalty: 3638.715576
	Iteration 29Q: 3 clusters Score -9149203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -9149227.000000 Penalty: 3638.715576
	Iteration 30Q: 3 clusters Score -9149227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -9149231.000000 Penalty: 3638.715576
	Iteration 31Q: 3 clusters Score -9149231 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -9149223.000000 Penalty: 3638.715576
	Iteration 32Q: 3 clusters Score -9149223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -9149234.000000 Penalty: 3638.715576
	Iteration 33Q: 3 clusters Score -9149234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 71571 members 
Entering Unmasked Estep 
Score: -9149228.000000 Penalty: 3638.715576
	Iteration 34Q: 3 clusters Score -9149228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -9149214.000000 Penalty: 3638.715576
	Iteration 35Q: 3 clusters Score -9149214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -9149212.000000 Penalty: 3638.715576
	Iteration 36Q: 3 clusters Score -9149212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -9149210.000000 Penalty: 3638.715576
	Iteration 37Q: 3 clusters Score -9149210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -9149198.000000 Penalty: 3638.715576
	Iteration 38Q: 3 clusters Score -9149198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -9149192.000000 Penalty: 3638.715576
	Iteration 39Q: 3 clusters Score -9149192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -9149200.000000 Penalty: 3638.715576
	Iteration 40F: 3 clusters Score -9149200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -9149200.000000 Penalty: 3638.715576
	Iteration 41Q: 3 clusters Score -9149200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -9149195.000000 Penalty: 3638.715576
	Iteration 42Q: 3 clusters Score -9149195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
Score: -9149196.000000 Penalty: 3638.715576
	Iteration 43Q: 3 clusters Score -9149196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -9149197.000000 Penalty: 3638.715576
	Iteration 44Q: 3 clusters Score -9149197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -9149194.000000 Penalty: 3638.715576
	Iteration 45Q: 3 clusters Score -9149194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -9149185.000000 Penalty: 3638.715576
	Iteration 46Q: 3 clusters Score -9149185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -9149193.000000 Penalty: 3638.715576
	Iteration 47Q: 3 clusters Score -9149193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -9149193.000000 Penalty: 3638.715576
	Iteration 48F: 3 clusters Score -9149193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -38363.523438 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -38363.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37438.843750 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -37438.84 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37637.011719 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -37637.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37859.074219 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -37859.07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38032.031250 Penalty: 1945.596924
	Iteration 3F: 3 clusters Score -38032.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38080.046875 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -38080.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38132.496094 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -38132.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38194.269531 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -38194.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38271.777344 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -38271.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38297.308594 Penalty: 1945.596924
	Iteration 8Q: 3 clusters Score -38297.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38313.570312 Penalty: 1945.596924
	Iteration 9Q: 3 clusters Score -38313.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38315.003906 Penalty: 1945.596924
	Iteration 10Q: 3 clusters Score -38315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38316.363281 Penalty: 1945.596924
	Iteration 11Q: 3 clusters Score -38316.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38316.363281 Penalty: 1945.596924
	Iteration 12F: 3 clusters Score -38316.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Entering Unmasked Estep 
Score: -9827528.000000 Penalty: 1834.164429
	Iteration 0F: 2 clusters Score -9827528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -9774772.000000 Penalty: 3668.328857
	Iteration 0F: 3 clusters Score -9774772 nChanged 37913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -9796432.000000 Penalty: 3668.328857
	Iteration 1F: 3 clusters Score -9796432 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -9796874.000000 Penalty: 3668.328857
	Iteration 2Q: 3 clusters Score -9796874 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -9797313.000000 Penalty: 3668.328857
	Iteration 3Q: 3 clusters Score -9797313 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -9797915.000000 Penalty: 3668.328857
	Iteration 4Q: 3 clusters Score -9797915 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -9798515.000000 Penalty: 3668.328857
	Iteration 5Q: 3 clusters Score -9798515 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -9799324.000000 Penalty: 3668.328857
	Iteration 6Q: 3 clusters Score -9799324 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -9800284.000000 Penalty: 3668.328857
	Iteration 7Q: 3 clusters Score -9800284 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -9801823.000000 Penalty: 3668.328857
	Iteration 8Q: 3 clusters Score -9801823 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -9803961.000000 Penalty: 3668.328857
	Iteration 9Q: 3 clusters Score -9803961 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -9807218.000000 Penalty: 3668.328857
	Iteration 10F: 3 clusters Score -9807218 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -9810730.000000 Penalty: 3668.328857
	Iteration 11F: 3 clusters Score -9810730 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -9812651.000000 Penalty: 3668.328857
	Iteration 12F: 3 clusters Score -9812651 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -9813578.000000 Penalty: 3668.328857
	Iteration 13Q: 3 clusters Score -9813578 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -9814054.000000 Penalty: 3668.328857
	Iteration 14Q: 3 clusters Score -9814054 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -9814387.000000 Penalty: 3668.328857
	Iteration 15Q: 3 clusters Score -9814387 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -9814677.000000 Penalty: 3668.328857
	Iteration 16Q: 3 clusters Score -9814677 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -9814974.000000 Penalty: 3668.328857
	Iteration 17Q: 3 clusters Score -9814974 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -9815231.000000 Penalty: 3668.328857
	Iteration 18Q: 3 clusters Score -9815231 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -9815532.000000 Penalty: 3668.328857
	Iteration 19Q: 3 clusters Score -9815532 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -9815916.000000 Penalty: 3668.328857
	Iteration 20F: 3 clusters Score -9815916 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -9816283.000000 Penalty: 3668.328857
	Iteration 21Q: 3 clusters Score -9816283 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -9816649.000000 Penalty: 3668.328857
	Iteration 22Q: 3 clusters Score -9816649 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -9816944.000000 Penalty: 3668.328857
	Iteration 23Q: 3 clusters Score -9816944 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -9817285.000000 Penalty: 3668.328857
	Iteration 24Q: 3 clusters Score -9817285 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -9817569.000000 Penalty: 3668.328857
	Iteration 25Q: 3 clusters Score -9817569 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -9817809.000000 Penalty: 3668.328857
	Iteration 26Q: 3 clusters Score -9817809 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -9818084.000000 Penalty: 3668.328857
	Iteration 27Q: 3 clusters Score -9818084 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -9818395.000000 Penalty: 3668.328857
	Iteration 28Q: 3 clusters Score -9818395 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -9818773.000000 Penalty: 3668.328857
	Iteration 29Q: 3 clusters Score -9818773 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -9819070.000000 Penalty: 3668.328857
	Iteration 30Q: 3 clusters Score -9819070 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -9819361.000000 Penalty: 3668.328857
	Iteration 31Q: 3 clusters Score -9819361 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -9819713.000000 Penalty: 3668.328857
	Iteration 32Q: 3 clusters Score -9819713 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -9820032.000000 Penalty: 3668.328857
	Iteration 33Q: 3 clusters Score -9820032 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -9820212.000000 Penalty: 3668.328857
	Iteration 34Q: 3 clusters Score -9820212 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -9820440.000000 Penalty: 3668.328857
	Iteration 35Q: 3 clusters Score -9820440 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -9820711.000000 Penalty: 3668.328857
	Iteration 36Q: 3 clusters Score -9820711 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -9820855.000000 Penalty: 3668.328857
	Iteration 37Q: 3 clusters Score -9820855 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -9821014.000000 Penalty: 3668.328857
	Iteration 38Q: 3 clusters Score -9821014 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -9821157.000000 Penalty: 3668.328857
	Iteration 39Q: 3 clusters Score -9821157 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -9821315.000000 Penalty: 3668.328857
	Iteration 40F: 3 clusters Score -9821315 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -9821488.000000 Penalty: 3668.328857
	Iteration 41Q: 3 clusters Score -9821488 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -9821719.000000 Penalty: 3668.328857
	Iteration 42Q: 3 clusters Score -9821719 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -9821840.000000 Penalty: 3668.328857
	Iteration 43Q: 3 clusters Score -9821840 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -9822061.000000 Penalty: 3668.328857
	Iteration 44Q: 3 clusters Score -9822061 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -9822251.000000 Penalty: 3668.328857
	Iteration 45Q: 3 clusters Score -9822251 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -9822437.000000 Penalty: 3668.328857
	Iteration 46Q: 3 clusters Score -9822437 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -9822587.000000 Penalty: 3668.328857
	Iteration 47Q: 3 clusters Score -9822587 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -9822690.000000 Penalty: 3668.328857
	Iteration 48Q: 3 clusters Score -9822690 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -9822789.000000 Penalty: 3668.328857
	Iteration 49Q: 3 clusters Score -9822789 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -9822902.000000 Penalty: 3668.328857
	Iteration 50Q: 3 clusters Score -9822902 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -9823000.000000 Penalty: 3668.328857
	Iteration 51Q: 3 clusters Score -9823000 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -9823150.000000 Penalty: 3668.328857
	Iteration 52Q: 3 clusters Score -9823150 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -9823273.000000 Penalty: 3668.328857
	Iteration 53Q: 3 clusters Score -9823273 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -9823426.000000 Penalty: 3668.328857
	Iteration 54Q: 3 clusters Score -9823426 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -9823552.000000 Penalty: 3668.328857
	Iteration 55Q: 3 clusters Score -9823552 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -9823719.000000 Penalty: 3668.328857
	Iteration 56Q: 3 clusters Score -9823719 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -9823872.000000 Penalty: 3668.328857
	Iteration 57Q: 3 clusters Score -9823872 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -9823958.000000 Penalty: 3668.328857
	Iteration 58Q: 3 clusters Score -9823958 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -9824040.000000 Penalty: 3668.328857
	Iteration 59Q: 3 clusters Score -9824040 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -9824144.000000 Penalty: 3668.328857
	Iteration 60F: 3 clusters Score -9824144 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -9824205.000000 Penalty: 3668.328857
	Iteration 61Q: 3 clusters Score -9824205 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -9824267.000000 Penalty: 3668.328857
	Iteration 62Q: 3 clusters Score -9824267 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -9824343.000000 Penalty: 3668.328857
	Iteration 63Q: 3 clusters Score -9824343 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -9824397.000000 Penalty: 3668.328857
	Iteration 64Q: 3 clusters Score -9824397 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -9824422.000000 Penalty: 3668.328857
	Iteration 65Q: 3 clusters Score -9824422 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -9824510.000000 Penalty: 3668.328857
	Iteration 66Q: 3 clusters Score -9824510 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -9824586.000000 Penalty: 3668.328857
	Iteration 67Q: 3 clusters Score -9824586 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 67498 members 
Entering Unmasked Estep 
Score: -9824597.000000 Penalty: 3668.328857
	Iteration 68Q: 3 clusters Score -9824597 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -9824676.000000 Penalty: 3668.328857
	Iteration 69Q: 3 clusters Score -9824676 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -9824687.000000 Penalty: 3668.328857
	Iteration 70Q: 3 clusters Score -9824687 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -9824733.000000 Penalty: 3668.328857
	Iteration 71Q: 3 clusters Score -9824733 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -9824803.000000 Penalty: 3668.328857
	Iteration 72Q: 3 clusters Score -9824803 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -9824852.000000 Penalty: 3668.328857
	Iteration 73Q: 3 clusters Score -9824852 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -9824868.000000 Penalty: 3668.328857
	Iteration 74Q: 3 clusters Score -9824868 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -9824897.000000 Penalty: 3668.328857
	Iteration 75Q: 3 clusters Score -9824897 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -9824955.000000 Penalty: 3668.328857
	Iteration 76Q: 3 clusters Score -9824955 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -9824975.000000 Penalty: 3668.328857
	Iteration 77Q: 3 clusters Score -9824975 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -9824981.000000 Penalty: 3668.328857
	Iteration 78Q: 3 clusters Score -9824981 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -9824979.000000 Penalty: 3668.328857
	Iteration 79Q: 3 clusters Score -9824979 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -9825011.000000 Penalty: 3668.328857
	Iteration 80F: 3 clusters Score -9825011 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -9825034.000000 Penalty: 3668.328857
	Iteration 81Q: 3 clusters Score -9825034 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -9825046.000000 Penalty: 3668.328857
	Iteration 82Q: 3 clusters Score -9825046 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -9825082.000000 Penalty: 3668.328857
	Iteration 83Q: 3 clusters Score -9825082 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -9825100.000000 Penalty: 3668.328857
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9825184 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 72102 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9825227 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9825232 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9825260 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9825237 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9825235 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9825270 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9825272 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9825279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9825292 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9825292 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9825305 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9825317 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 73528 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9825317 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9825310 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9825329 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9825317 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9825322 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 73844 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9825315 nChanged 76
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Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9825322 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9825369 nChanged 66
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Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 74186 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9825399 nChanged 70
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Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9825416 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9825435 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9825431 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9825439 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9825462 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9825473 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9825466 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9825461 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9825460 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9825461 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9825469 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9825473 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9825477 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9825472 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9825483 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9825473 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9825476 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9825477 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4865 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9825468 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4828 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9825451 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9825451 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4742 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9825465 nChanged 50
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Mstep: Class 1 contains 4694 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9825458 nChanged 55
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Mstep: Class 1 contains 4641 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9825449 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9825459 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4535 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9825472 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4468 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9825511 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4397 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9825516 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9825531 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4262 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9825539 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4200 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9825533 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 75653 members 
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	Iteration 146Q: 3 clusters Score -9825533 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4087 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9825535 nChanged 37
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Mstep: Class 1 contains 4050 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9825551 nChanged 37
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Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9825568 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3979 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9825568 nChanged 28
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Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9825576 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9825581 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9825574 nChanged 29
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Mstep: Class 1 contains 3867 members 
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	Iteration 154Q: 3 clusters Score -9825576 nChanged 24
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Mstep: Class 1 contains 3843 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9825586 nChanged 29
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Mstep: Class 1 contains 3814 members 
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	Iteration 156Q: 3 clusters Score -9825584 nChanged 36
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	Iteration 157Q: 3 clusters Score -9825575 nChanged 37
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Mstep: Class 1 contains 3741 members 
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	Iteration 158Q: 3 clusters Score -9825560 nChanged 35
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	Iteration 159Q: 3 clusters Score -9825572 nChanged 29
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Mstep: Class 1 contains 3679 members 
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	Iteration 160F: 3 clusters Score -9825554 nChanged 39
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	Iteration 161Q: 3 clusters Score -9825570 nChanged 39
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	Iteration 162Q: 3 clusters Score -9825579 nChanged 30
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	Iteration 163Q: 3 clusters Score -9825582 nChanged 22
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	Iteration 164Q: 3 clusters Score -9825580 nChanged 19
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	Iteration 165Q: 3 clusters Score -9825571 nChanged 21
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	Iteration 166Q: 3 clusters Score -9825562 nChanged 25
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	Iteration 167Q: 3 clusters Score -9825571 nChanged 31
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	Iteration 168Q: 3 clusters Score -9825553 nChanged 38
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Mstep: Class 1 contains 3423 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9825574 nChanged 37
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Mstep: Class 1 contains 3386 members 
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	Iteration 170Q: 3 clusters Score -9825575 nChanged 31
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	Iteration 171Q: 3 clusters Score -9825571 nChanged 34
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	Iteration 172Q: 3 clusters Score -9825582 nChanged 31
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	Iteration 173Q: 3 clusters Score -9825586 nChanged 36
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Mstep: Class 1 contains 3256 members 
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	Iteration 174Q: 3 clusters Score -9825581 nChanged 32
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Mstep: Class 1 contains 3224 members 
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	Iteration 175Q: 3 clusters Score -9825582 nChanged 36
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Mstep: Class 1 contains 3190 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9825583 nChanged 50
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 76758 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9825637 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9825663 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9825647 nChanged 72
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Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9825645 nChanged 77
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Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9825687 nChanged 57
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Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9825710 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9825721 nChanged 64
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Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9825745 nChanged 63
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Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9825751 nChanged 62
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9825778 nChanged 65
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Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9825777 nChanged 47
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9825797 nChanged 45
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Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 77532 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9825797 nChanged 43
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Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9825828 nChanged 46
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Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9825851 nChanged 41
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Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9825865 nChanged 37
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Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9825851 nChanged 29
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Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9825856 nChanged 26
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Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9825871 nChanged 31
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Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 77771 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9825877 nChanged 31
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Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9825871 nChanged 30
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Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9825877 nChanged 30
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Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9825882 nChanged 33
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Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 77889 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9825887 nChanged 34
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	Iteration 205Q: 3 clusters Score -9825891 nChanged 39
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Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9825890 nChanged 27
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Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9825882 nChanged 26
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Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 78026 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9825884 nChanged 29
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Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9825889 nChanged 22
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Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9825881 nChanged 24
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Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9825901 nChanged 21
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9825914 nChanged 24
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Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9825908 nChanged 14
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Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9825909 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9825911 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1579 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9825900 nChanged 10
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9825913 nChanged 2
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Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9825914 nChanged 3
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Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -9825913 nChanged 3
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9825910 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9825906 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1559 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9825904 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9825909 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9825916 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9825933 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9825936 nChanged 6
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Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9825931 nChanged 6
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9825932 nChanged 5
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9825936 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1527 members 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -9825926 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9825924 nChanged 2
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9825921 nChanged 2
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9825925 nChanged 4
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9825929 nChanged 2
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	Iteration 237Q: 3 clusters Score -9825929 nChanged 4
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Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9825937 nChanged 5
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Mstep: Class 1 contains 1503 members 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -9825933 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -9825941 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -9825945 nChanged 3
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9825944 nChanged 4
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	Iteration 243Q: 3 clusters Score -9825956 nChanged 9
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	Iteration 244Q: 3 clusters Score -9825957 nChanged 5
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9825949 nChanged 7
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	Iteration 246Q: 3 clusters Score -9825957 nChanged 7
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -9825964 nChanged 4
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	Iteration 248Q: 3 clusters Score -9825965 nChanged 2
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	Iteration 249Q: 3 clusters Score -9825966 nChanged 3
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	Iteration 250Q: 3 clusters Score -9825970 nChanged 5
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	Iteration 251Q: 3 clusters Score -9825970 nChanged 5
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	Iteration 252Q: 3 clusters Score -9825968 nChanged 6
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	Iteration 253Q: 3 clusters Score -9825962 nChanged 11
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	Iteration 254Q: 3 clusters Score -9825966 nChanged 13
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	Iteration 255Q: 3 clusters Score -9825963 nChanged 13
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	Iteration 256Q: 3 clusters Score -9825982 nChanged 15
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	Iteration 257Q: 3 clusters Score -9825977 nChanged 14
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	Iteration 258Q: 3 clusters Score -9825963 nChanged 9
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -9825976 nChanged 7
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	Iteration 260F: 3 clusters Score -9825991 nChanged 7
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -9825980 nChanged 4
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	Iteration 262Q: 3 clusters Score -9825980 nChanged 2
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	Iteration 263Q: 3 clusters Score -9825978 nChanged 5
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	Iteration 264Q: 3 clusters Score -9825993 nChanged 5
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	Iteration 265Q: 3 clusters Score -9825995 nChanged 4
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	Iteration 266Q: 3 clusters Score -9825991 nChanged 8
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	Iteration 267Q: 3 clusters Score -9826002 nChanged 5
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	Iteration 268Q: 3 clusters Score -9825996 nChanged 4
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	Iteration 269Q: 3 clusters Score -9825997 nChanged 3
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	Iteration 270Q: 3 clusters Score -9825994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -9825993.000000 Penalty: 3668.328857
	Iteration 271Q: 3 clusters Score -9825993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -9826001.000000 Penalty: 3668.328857
	Iteration 272Q: 3 clusters Score -9826001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -9825999.000000 Penalty: 3668.328857
	Iteration 273Q: 3 clusters Score -9825999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -9825992.000000 Penalty: 3668.328857
	Iteration 274Q: 3 clusters Score -9825992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -9825991.000000 Penalty: 3668.328857
	Iteration 275Q: 3 clusters Score -9825991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -9825996.000000 Penalty: 3668.328857
	Iteration 276Q: 3 clusters Score -9825996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -9825997.000000 Penalty: 3668.328857
	Iteration 277Q: 3 clusters Score -9825997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 78471 members 
Entering Unmasked Estep 
Score: -9825986.000000 Penalty: 3668.328857
	Iteration 278Q: 3 clusters Score -9825986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -9825983.000000 Penalty: 3668.328857
	Iteration 279Q: 3 clusters Score -9825983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -9825986.000000 Penalty: 3668.328857
	Iteration 280F: 3 clusters Score -9825986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -9825988.000000 Penalty: 3668.328857
	Iteration 281Q: 3 clusters Score -9825988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -9825982.000000 Penalty: 3668.328857
	Iteration 282Q: 3 clusters Score -9825982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -9825986.000000 Penalty: 3668.328857
	Iteration 283Q: 3 clusters Score -9825986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -9825986.000000 Penalty: 3668.328857
	Iteration 284F: 3 clusters Score -9825986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Entering Unmasked Estep 
Score: -441130.718750 Penalty: 1337.987427
	Iteration 0F: 2 clusters Score -441130.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -437940.750000 Penalty: 2675.974854
	Iteration 0F: 3 clusters Score -437940.8 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -438922.687500 Penalty: 2675.974854
	Iteration 1F: 3 clusters Score -438922.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -439176.125000 Penalty: 2675.974854
	Iteration 2F: 3 clusters Score -439176.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -439323.312500 Penalty: 2675.974854
	Iteration 3F: 3 clusters Score -439323.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -439431.406250 Penalty: 2675.974854
	Iteration 4Q: 3 clusters Score -439431.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -439496.218750 Penalty: 2675.974854
	Iteration 5Q: 3 clusters Score -439496.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -439540.500000 Penalty: 2675.974854
	Iteration 6Q: 3 clusters Score -439540.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -439571.312500 Penalty: 2675.974854
	Iteration 7Q: 3 clusters Score -439571.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -439596.031250 Penalty: 2675.974854
	Iteration 8Q: 3 clusters Score -439596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -439617.812500 Penalty: 2675.974854
	Iteration 9Q: 3 clusters Score -439617.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -439640.656250 Penalty: 2675.974854
	Iteration 10Q: 3 clusters Score -439640.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -439662.593750 Penalty: 2675.974854
	Iteration 11Q: 3 clusters Score -439662.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -439688.125000 Penalty: 2675.974854
	Iteration 12Q: 3 clusters Score -439688.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -439710.437500 Penalty: 2675.974854
	Iteration 13Q: 3 clusters Score -439710.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -439727.281250 Penalty: 2675.974854
	Iteration 14Q: 3 clusters Score -439727.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -439742.437500 Penalty: 2675.974854
	Iteration 15Q: 3 clusters Score -439742.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -439758.343750 Penalty: 2675.974854
	Iteration 16Q: 3 clusters Score -439758.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -439778.343750 Penalty: 2675.974854
	Iteration 17Q: 3 clusters Score -439778.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -439802.562500 Penalty: 2675.974854
	Iteration 18Q: 3 clusters Score -439802.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -439830.500000 Penalty: 2675.974854
	Iteration 19Q: 3 clusters Score -439830.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -439857.062500 Penalty: 2675.974854
	Iteration 20F: 3 clusters Score -439857.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -439888.000000 Penalty: 2675.974854
	Iteration 21Q: 3 clusters Score -439888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -439934.625000 Penalty: 2675.974854
	Iteration 22Q: 3 clusters Score -439934.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -439971.968750 Penalty: 2675.974854
	Iteration 23Q: 3 clusters Score -439972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -440009.062500 Penalty: 2675.974854
	Iteration 24Q: 3 clusters Score -440009.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -440048.031250 Penalty: 2675.974854
	Iteration 25Q: 3 clusters Score -440048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -440091.156250 Penalty: 2675.974854
	Iteration 26Q: 3 clusters Score -440091.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -440137.375000 Penalty: 2675.974854
	Iteration 27Q: 3 clusters Score -440137.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -440192.375000 Penalty: 2675.974854
	Iteration 28Q: 3 clusters Score -440192.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -440238.625000 Penalty: 2675.974854
	Iteration 29Q: 3 clusters Score -440238.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -440275.125000 Penalty: 2675.974854
	Iteration 30Q: 3 clusters Score -440275.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -440304.875000 Penalty: 2675.974854
	Iteration 31Q: 3 clusters Score -440304.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -440334.218750 Penalty: 2675.974854
	Iteration 32Q: 3 clusters Score -440334.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -440352.750000 Penalty: 2675.974854
	Iteration 33Q: 3 clusters Score -440352.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -440362.468750 Penalty: 2675.974854
	Iteration 34Q: 3 clusters Score -440362.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -440367.437500 Penalty: 2675.974854
	Iteration 35Q: 3 clusters Score -440367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -440368.656250 Penalty: 2675.974854
	Iteration 36Q: 3 clusters Score -440368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -440368.906250 Penalty: 2675.974854
	Iteration 37Q: 3 clusters Score -440368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -440369.906250 Penalty: 2675.974854
	Iteration 38Q: 3 clusters Score -440369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -440370.812500 Penalty: 2675.974854
	Iteration 39Q: 3 clusters Score -440370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -440370.968750 Penalty: 2675.974854
	Iteration 40F: 3 clusters Score -440371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -440373.000000 Penalty: 2675.974854
	Iteration 41Q: 3 clusters Score -440373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -440373.937500 Penalty: 2675.974854
	Iteration 42Q: 3 clusters Score -440373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -440376.687500 Penalty: 2675.974854
	Iteration 43Q: 3 clusters Score -440376.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -440378.437500 Penalty: 2675.974854
	Iteration 44Q: 3 clusters Score -440378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -440378.531250 Penalty: 2675.974854
	Iteration 45Q: 3 clusters Score -440378.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -440378.781250 Penalty: 2675.974854
	Iteration 46Q: 3 clusters Score -440378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -440378.781250 Penalty: 2675.974854
	Iteration 47F: 3 clusters Score -440378.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -417575.375000 Penalty: 1329.347656
	Iteration 0F: 2 clusters Score -417575.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -414477.968750 Penalty: 2658.695312
	Iteration 0F: 3 clusters Score -414478 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -415296.406250 Penalty: 2658.695312
	Iteration 1F: 3 clusters Score -415296.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -415478.687500 Penalty: 2658.695312
	Iteration 2F: 3 clusters Score -415478.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -415561.187500 Penalty: 2658.695312
	Iteration 3F: 3 clusters Score -415561.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -415620.093750 Penalty: 2658.695312
	Iteration 4Q: 3 clusters Score -415620.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -415666.937500 Penalty: 2658.695312
	Iteration 5Q: 3 clusters Score -415666.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -415712.468750 Penalty: 2658.695312
	Iteration 6Q: 3 clusters Score -415712.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -415746.750000 Penalty: 2658.695312
	Iteration 7Q: 3 clusters Score -415746.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -415769.843750 Penalty: 2658.695312
	Iteration 8Q: 3 clusters Score -415769.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -415786.593750 Penalty: 2658.695312
	Iteration 9Q: 3 clusters Score -415786.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -415802.937500 Penalty: 2658.695312
	Iteration 10Q: 3 clusters Score -415802.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -415812.375000 Penalty: 2658.695312
	Iteration 11Q: 3 clusters Score -415812.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -415820.906250 Penalty: 2658.695312
	Iteration 12Q: 3 clusters Score -415820.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -415830.750000 Penalty: 2658.695312
	Iteration 13Q: 3 clusters Score -415830.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -415839.812500 Penalty: 2658.695312
	Iteration 14Q: 3 clusters Score -415839.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -415843.875000 Penalty: 2658.695312
	Iteration 15Q: 3 clusters Score -415843.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -415848.312500 Penalty: 2658.695312
	Iteration 16Q: 3 clusters Score -415848.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -415851.656250 Penalty: 2658.695312
	Iteration 17Q: 3 clusters Score -415851.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -415855.406250 Penalty: 2658.695312
	Iteration 18Q: 3 clusters Score -415855.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -415859.625000 Penalty: 2658.695312
	Iteration 19Q: 3 clusters Score -415859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -415864.156250 Penalty: 2658.695312
	Iteration 20F: 3 clusters Score -415864.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -415868.968750 Penalty: 2658.695312
	Iteration 21Q: 3 clusters Score -415869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -415875.031250 Penalty: 2658.695312
	Iteration 22Q: 3 clusters Score -415875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -415880.250000 Penalty: 2658.695312
	Iteration 23Q: 3 clusters Score -415880.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -415885.781250 Penalty: 2658.695312
	Iteration 24Q: 3 clusters Score -415885.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -415890.437500 Penalty: 2658.695312
	Iteration 25Q: 3 clusters Score -415890.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -415897.500000 Penalty: 2658.695312
	Iteration 26Q: 3 clusters Score -415897.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -415903.562500 Penalty: 2658.695312
	Iteration 27Q: 3 clusters Score -415903.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -415911.625000 Penalty: 2658.695312
	Iteration 28Q: 3 clusters Score -415911.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -415922.093750 Penalty: 2658.695312
	Iteration 29Q: 3 clusters Score -415922.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -415936.593750 Penalty: 2658.695312
	Iteration 30Q: 3 clusters Score -415936.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -415947.875000 Penalty: 2658.695312
	Iteration 31Q: 3 clusters Score -415947.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -415958.906250 Penalty: 2658.695312
	Iteration 32Q: 3 clusters Score -415958.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -415971.687500 Penalty: 2658.695312
	Iteration 33Q: 3 clusters Score -415971.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -415982.343750 Penalty: 2658.695312
	Iteration 34Q: 3 clusters Score -415982.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -415996.750000 Penalty: 2658.695312
	Iteration 35Q: 3 clusters Score -415996.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -416009.593750 Penalty: 2658.695312
	Iteration 36Q: 3 clusters Score -416009.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -416028.093750 Penalty: 2658.695312
	Iteration 37Q: 3 clusters Score -416028.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -416047.093750 Penalty: 2658.695312
	Iteration 38Q: 3 clusters Score -416047.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -416067.406250 Penalty: 2658.695312
	Iteration 39Q: 3 clusters Score -416067.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -416085.156250 Penalty: 2658.695312
	Iteration 40F: 3 clusters Score -416085.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -416099.312500 Penalty: 2658.695312
	Iteration 41Q: 3 clusters Score -416099.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -416123.312500 Penalty: 2658.695312
	Iteration 42Q: 3 clusters Score -416123.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -416155.343750 Penalty: 2658.695312
	Iteration 43Q: 3 clusters Score -416155.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -416189.312500 Penalty: 2658.695312
	Iteration 44Q: 3 clusters Score -416189.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -416219.625000 Penalty: 2658.695312
	Iteration 45Q: 3 clusters Score -416219.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -416242.000000 Penalty: 2658.695312
	Iteration 46Q: 3 clusters Score -416242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -416270.937500 Penalty: 2658.695312
	Iteration 47Q: 3 clusters Score -416270.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -416303.812500 Penalty: 2658.695312
	Iteration 48Q: 3 clusters Score -416303.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -416327.375000 Penalty: 2658.695312
	Iteration 49Q: 3 clusters Score -416327.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -416347.031250 Penalty: 2658.695312
	Iteration 50Q: 3 clusters Score -416347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -416363.656250 Penalty: 2658.695312
	Iteration 51Q: 3 clusters Score -416363.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -416376.437500 Penalty: 2658.695312
	Iteration 52Q: 3 clusters Score -416376.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -416387.843750 Penalty: 2658.695312
	Iteration 53Q: 3 clusters Score -416387.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -416398.156250 Penalty: 2658.695312
	Iteration 54Q: 3 clusters Score -416398.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -416409.125000 Penalty: 2658.695312
	Iteration 55Q: 3 clusters Score -416409.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -416422.062500 Penalty: 2658.695312
	Iteration 56Q: 3 clusters Score -416422.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -416429.218750 Penalty: 2658.695312
	Iteration 57Q: 3 clusters Score -416429.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -416437.593750 Penalty: 2658.695312
	Iteration 58Q: 3 clusters Score -416437.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -416444.187500 Penalty: 2658.695312
	Iteration 59Q: 3 clusters Score -416444.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -416448.812500 Penalty: 2658.695312
	Iteration 60F: 3 clusters Score -416448.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -416451.687500 Penalty: 2658.695312
	Iteration 61Q: 3 clusters Score -416451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -416453.218750 Penalty: 2658.695312
	Iteration 62Q: 3 clusters Score -416453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -416456.562500 Penalty: 2658.695312
	Iteration 63Q: 3 clusters Score -416456.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -416458.187500 Penalty: 2658.695312
	Iteration 64Q: 3 clusters Score -416458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -416460.562500 Penalty: 2658.695312
	Iteration 65Q: 3 clusters Score -416460.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -416464.562500 Penalty: 2658.695312
	Iteration 66Q: 3 clusters Score -416464.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -416469.312500 Penalty: 2658.695312
	Iteration 67Q: 3 clusters Score -416469.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -416472.062500 Penalty: 2658.695312
	Iteration 68Q: 3 clusters Score -416472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -416474.593750 Penalty: 2658.695312
	Iteration 69Q: 3 clusters Score -416474.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -416477.375000 Penalty: 2658.695312
	Iteration 70Q: 3 clusters Score -416477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -416478.656250 Penalty: 2658.695312
	Iteration 71Q: 3 clusters Score -416478.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -416481.343750 Penalty: 2658.695312
	Iteration 72Q: 3 clusters Score -416481.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -416481.687500 Penalty: 2658.695312
	Iteration 73Q: 3 clusters Score -416481.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -416483.500000 Penalty: 2658.695312
	Iteration 74Q: 3 clusters Score -416483.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -416485.843750 Penalty: 2658.695312
	Iteration 75Q: 3 clusters Score -416485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -416486.906250 Penalty: 2658.695312
	Iteration 76Q: 3 clusters Score -416486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -416487.281250 Penalty: 2658.695312
	Iteration 77Q: 3 clusters Score -416487.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -416487.750000 Penalty: 2658.695312
	Iteration 78Q: 3 clusters Score -416487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -416488.750000 Penalty: 2658.695312
	Iteration 79Q: 3 clusters Score -416488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -416489.218750 Penalty: 2658.695312
	Iteration 80F: 3 clusters Score -416489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -416489.343750 Penalty: 2658.695312
	Iteration 81Q: 3 clusters Score -416489.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -416489.406250 Penalty: 2658.695312
	Iteration 82Q: 3 clusters Score -416489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -416489.406250 Penalty: 2658.695312
	Iteration 83F: 3 clusters Score -416489.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Entering Unmasked Estep 
Score: -10982054.000000 Penalty: 1851.652344
	Iteration 0F: 2 clusters Score -1.098205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -10923751.000000 Penalty: 3703.304688
	Iteration 0F: 3 clusters Score -1.092375e+07 nChanged 42271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -10948336.000000 Penalty: 3703.304688
	Iteration 1F: 3 clusters Score -1.094834e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -10949561.000000 Penalty: 3703.304688
	Iteration 2Q: 3 clusters Score -1.094956e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -10951790.000000 Penalty: 3703.304688
	Iteration 3Q: 3 clusters Score -1.095179e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -10955375.000000 Penalty: 3703.304688
	Iteration 4F: 3 clusters Score -1.095538e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -10960305.000000 Penalty: 3703.304688
	Iteration 5F: 3 clusters Score -1.09603e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -10966277.000000 Penalty: 3703.304688
	Iteration 6F: 3 clusters Score -1.096628e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -10971357.000000 Penalty: 3703.304688
	Iteration 7F: 3 clusters Score -1.097136e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -10974010.000000 Penalty: 3703.304688
	Iteration 8F: 3 clusters Score -1.097401e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -10975328.000000 Penalty: 3703.304688
	Iteration 9Q: 3 clusters Score -1.097533e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -10976002.000000 Penalty: 3703.304688
	Iteration 10Q: 3 clusters Score -1.0976e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -10976618.000000 Penalty: 3703.304688
	Iteration 11Q: 3 clusters Score -1.097662e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -10977111.000000 Penalty: 3703.304688
	Iteration 12Q: 3 clusters Score -1.097711e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -10977580.000000 Penalty: 3703.304688
	Iteration 13Q: 3 clusters Score -1.097758e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -10978033.000000 Penalty: 3703.304688
	Iteration 14Q: 3 clusters Score -1.097803e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -10978392.000000 Penalty: 3703.304688
	Iteration 15Q: 3 clusters Score -1.097839e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -10978685.000000 Penalty: 3703.304688
	Iteration 16Q: 3 clusters Score -1.097868e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -10978891.000000 Penalty: 3703.304688
	Iteration 17Q: 3 clusters Score -1.097889e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -10979018.000000 Penalty: 3703.304688
	Iteration 18Q: 3 clusters Score -1.097902e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -10979146.000000 Penalty: 3703.304688
	Iteration 19Q: 3 clusters Score -1.097915e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -10979247.000000 Penalty: 3703.304688
	Iteration 20F: 3 clusters Score -1.097925e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -10979284.000000 Penalty: 3703.304688
	Iteration 21Q: 3 clusters Score -1.097928e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -10979366.000000 Penalty: 3703.304688
	Iteration 22Q: 3 clusters Score -1.097937e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -10979394.000000 Penalty: 3703.304688
	Iteration 23Q: 3 clusters Score -1.097939e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -10979416.000000 Penalty: 3703.304688
	Iteration 24Q: 3 clusters Score -1.097942e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 67180 members 
Entering Unmasked Estep 
Score: -10979452.000000 Penalty: 3703.304688
	Iteration 25Q: 3 clusters Score -1.097945e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -10979544.000000 Penalty: 3703.304688
	Iteration 26Q: 3 clusters Score -1.097954e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -10979571.000000 Penalty: 3703.304688
	Iteration 27Q: 3 clusters Score -1.097957e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -10979629.000000 Penalty: 3703.304688
	Iteration 28Q: 3 clusters Score -1.097963e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -10979701.000000 Penalty: 3703.304688
	Iteration 29Q: 3 clusters Score -1.09797e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -10979711.000000 Penalty: 3703.304688
	Iteration 30Q: 3 clusters Score -1.097971e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -10979713.000000 Penalty: 3703.304688
	Iteration 31Q: 3 clusters Score -1.097971e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -10979743.000000 Penalty: 3703.304688
	Iteration 32Q: 3 clusters Score -1.097974e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -10979779.000000 Penalty: 3703.304688
	Iteration 33Q: 3 clusters Score -1.097978e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -10979806.000000 Penalty: 3703.304688
	Iteration 34Q: 3 clusters Score -1.097981e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -10979837.000000 Penalty: 3703.304688
	Iteration 35Q: 3 clusters Score -1.097984e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -10979870.000000 Penalty: 3703.304688
	Iteration 36Q: 3 clusters Score -1.097987e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 69726 members 
Entering Unmasked Estep 
Score: -10979860.000000 Penalty: 3703.304688
	Iteration 37Q: 3 clusters Score -1.097986e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -10979875.000000 Penalty: 3703.304688
	Iteration 38Q: 3 clusters Score -1.097988e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
Score: -10979898.000000 Penalty: 3703.304688
	Iteration 39Q: 3 clusters Score -1.09799e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -10979919.000000 Penalty: 3703.304688
	Iteration 40F: 3 clusters Score -1.097992e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -10979943.000000 Penalty: 3703.304688
	Iteration 41Q: 3 clusters Score -1.097994e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 70743 members 
Entering Unmasked Estep 
Score: -10979995.000000 Penalty: 3703.304688
	Iteration 42Q: 3 clusters Score -1.098e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -10980016.000000 Penalty: 3703.304688
	Iteration 43Q: 3 clusters Score -1.098002e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -10980061.000000 Penalty: 3703.304688
	Iteration 44Q: 3 clusters Score -1.098006e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -10980071.000000 Penalty: 3703.304688
	Iteration 45Q: 3 clusters Score -1.098007e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -10980096.000000 Penalty: 3703.304688
	Iteration 46Q: 3 clusters Score -1.09801e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -10980121.000000 Penalty: 3703.304688
	Iteration 47Q: 3 clusters Score -1.098012e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -10980201.000000 Penalty: 3703.304688
	Iteration 48Q: 3 clusters Score -1.09802e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -10980233.000000 Penalty: 3703.304688
	Iteration 49Q: 3 clusters Score -1.098023e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -10980281.000000 Penalty: 3703.304688
	Iteration 50Q: 3 clusters Score -1.098028e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -10980298.000000 Penalty: 3703.304688
	Iteration 51Q: 3 clusters Score -1.09803e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -10980371.000000 Penalty: 3703.304688
	Iteration 52Q: 3 clusters Score -1.098037e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -10980365.000000 Penalty: 3703.304688
	Iteration 53Q: 3 clusters Score -1.098036e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -10980390.000000 Penalty: 3703.304688
	Iteration 54Q: 3 clusters Score -1.098039e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -10980446.000000 Penalty: 3703.304688
	Iteration 55Q: 3 clusters Score -1.098045e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -10980469.000000 Penalty: 3703.304688
	Iteration 56Q: 3 clusters Score -1.098047e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -10980501.000000 Penalty: 3703.304688
	Iteration 57Q: 3 clusters Score -1.09805e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -10980554.000000 Penalty: 3703.304688
	Iteration 58Q: 3 clusters Score -1.098055e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -10980557.000000 Penalty: 3703.304688
	Iteration 59Q: 3 clusters Score -1.098056e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -10980565.000000 Penalty: 3703.304688
	Iteration 60F: 3 clusters Score -1.098056e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -10980602.000000 Penalty: 3703.304688
	Iteration 61Q: 3 clusters Score -1.09806e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -10980606.000000 Penalty: 3703.304688
	Iteration 62Q: 3 clusters Score -1.098061e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -10980660.000000 Penalty: 3703.304688
	Iteration 63Q: 3 clusters Score -1.098066e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -10980726.000000 Penalty: 3703.304688
	Iteration 64Q: 3 clusters Score -1.098073e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -10980778.000000 Penalty: 3703.304688
	Iteration 65Q: 3 clusters Score -1.098078e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -10980797.000000 Penalty: 3703.304688
	Iteration 66Q: 3 clusters Score -1.09808e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -10980870.000000 Penalty: 3703.304688
	Iteration 67Q: 3 clusters Score -1.098087e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 76456 members 
Entering Unmasked Estep 
Score: -10980893.000000 Penalty: 3703.304688
	Iteration 68Q: 3 clusters Score -1.098089e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -10980946.000000 Penalty: 3703.304688
	Iteration 69Q: 3 clusters Score -1.098095e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -10981008.000000 Penalty: 3703.304688
	Iteration 70Q: 3 clusters Score -1.098101e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -10981033.000000 Penalty: 3703.304688
	Iteration 71Q: 3 clusters Score -1.098103e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -10981107.000000 Penalty: 3703.304688
	Iteration 72Q: 3 clusters Score -1.098111e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -10981104.000000 Penalty: 3703.304688
	Iteration 73Q: 3 clusters Score -1.09811e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -10981166.000000 Penalty: 3703.304688
	Iteration 74Q: 3 clusters Score -1.098117e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -10981198.000000 Penalty: 3703.304688
	Iteration 75Q: 3 clusters Score -1.09812e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -10981239.000000 Penalty: 3703.304688
	Iteration 76Q: 3 clusters Score -1.098124e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -10981279.000000 Penalty: 3703.304688
	Iteration 77Q: 3 clusters Score -1.098128e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -10981324.000000 Penalty: 3703.304688
	Iteration 78Q: 3 clusters Score -1.098132e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -10981330.000000 Penalty: 3703.304688
	Iteration 79Q: 3 clusters Score -1.098133e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -10981332.000000 Penalty: 3703.304688
	Iteration 80F: 3 clusters Score -1.098133e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 81085 members 
Entering Unmasked Estep 
Score: -10981353.000000 Penalty: 3703.304688
	Iteration 81Q: 3 clusters Score -1.098135e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -10981370.000000 Penalty: 3703.304688
	Iteration 82Q: 3 clusters Score -1.098137e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -10981377.000000 Penalty: 3703.304688
	Iteration 83Q: 3 clusters Score -1.098138e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -10981390.000000 Penalty: 3703.304688
	Iteration 84Q: 3 clusters Score -1.098139e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -10981391.000000 Penalty: 3703.304688
	Iteration 85Q: 3 clusters Score -1.098139e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -10981389.000000 Penalty: 3703.304688
	Iteration 86Q: 3 clusters Score -1.098139e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 82693 members 
Entering Unmasked Estep 
Score: -10981368.000000 Penalty: 3703.304688
	Iteration 87Q: 3 clusters Score -1.098137e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -10981370.000000 Penalty: 3703.304688
	Iteration 88Q: 3 clusters Score -1.098137e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 83091 members 
Entering Unmasked Estep 
Score: -10981348.000000 Penalty: 3703.304688
	Iteration 89Q: 3 clusters Score -1.098135e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -10981342.000000 Penalty: 3703.304688
	Iteration 90Q: 3 clusters Score -1.098134e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -10981318.000000 Penalty: 3703.304688
	Iteration 91Q: 3 clusters Score -1.098132e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -10981331.000000 Penalty: 3703.304688
	Iteration 92Q: 3 clusters Score -1.098133e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -10981288.000000 Penalty: 3703.304688
	Iteration 93Q: 3 clusters Score -1.098129e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -10981262.000000 Penalty: 3703.304688
	Iteration 94Q: 3 clusters Score -1.098126e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 84156 members 
Entering Unmasked Estep 
Score: -10981271.000000 Penalty: 3703.304688
	Iteration 95Q: 3 clusters Score -1.098127e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -10981267.000000 Penalty: 3703.304688
	Iteration 96Q: 3 clusters Score -1.098127e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -10981250.000000 Penalty: 3703.304688
	Iteration 97Q: 3 clusters Score -1.098125e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -10981261.000000 Penalty: 3703.304688
	Iteration 98Q: 3 clusters Score -1.098126e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -10981243.000000 Penalty: 3703.304688
	Iteration 99Q: 3 clusters Score -1.098124e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 84908 members 
Entering Unmasked Estep 
Score: -10981256.000000 Penalty: 3703.304688
	Iteration 100F: 3 clusters Score -1.098126e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -10981280.000000 Penalty: 3703.304688
	Iteration 101Q: 3 clusters Score -1.098128e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 85169 members 
Entering Unmasked Estep 
Score: -10981299.000000 Penalty: 3703.304688
	Iteration 102Q: 3 clusters Score -1.09813e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -10981294.000000 Penalty: 3703.304688
	Iteration 103Q: 3 clusters Score -1.098129e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -10981282.000000 Penalty: 3703.304688
	Iteration 104Q: 3 clusters Score -1.098128e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -10981298.000000 Penalty: 3703.304688
	Iteration 105Q: 3 clusters Score -1.09813e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -10981304.000000 Penalty: 3703.304688
	Iteration 106Q: 3 clusters Score -1.09813e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -10981316.000000 Penalty: 3703.304688
	Iteration 107Q: 3 clusters Score -1.098132e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -10981311.000000 Penalty: 3703.304688
	Iteration 108Q: 3 clusters Score -1.098131e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -10981301.000000 Penalty: 3703.304688
	Iteration 109Q: 3 clusters Score -1.09813e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -10981293.000000 Penalty: 3703.304688
	Iteration 110Q: 3 clusters Score -1.098129e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -10981290.000000 Penalty: 3703.304688
	Iteration 111Q: 3 clusters Score -1.098129e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 85866 members 
Entering Unmasked Estep 
Score: -10981283.000000 Penalty: 3703.304688
	Iteration 112Q: 3 clusters Score -1.098128e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -10981295.000000 Penalty: 3703.304688
	Iteration 113Q: 3 clusters Score -1.09813e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -10981291.000000 Penalty: 3703.304688
	Iteration 114Q: 3 clusters Score -1.098129e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -10981267.000000 Penalty: 3703.304688
	Iteration 115Q: 3 clusters Score -1.098127e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -10981246.000000 Penalty: 3703.304688
	Iteration 116Q: 3 clusters Score -1.098125e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -10981229.000000 Penalty: 3703.304688
	Iteration 117Q: 3 clusters Score -1.098123e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 86260 members 
Entering Unmasked Estep 
Score: -10981210.000000 Penalty: 3703.304688
	Iteration 118Q: 3 clusters Score -1.098121e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -10981206.000000 Penalty: 3703.304688
	Iteration 119Q: 3 clusters Score -1.098121e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 86378 members 
Entering Unmasked Estep 
Score: -10981177.000000 Penalty: 3703.304688
	Iteration 120F: 3 clusters Score -1.098118e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -10981164.000000 Penalty: 3703.304688
	Iteration 121Q: 3 clusters Score -1.098116e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 86477 members 
Entering Unmasked Estep 
Score: -10981164.000000 Penalty: 3703.304688
	Iteration 122Q: 3 clusters Score -1.098116e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -10981169.000000 Penalty: 3703.304688
	Iteration 123Q: 3 clusters Score -1.098117e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -10981151.000000 Penalty: 3703.304688
	Iteration 124Q: 3 clusters Score -1.098115e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -10981147.000000 Penalty: 3703.304688
	Iteration 125Q: 3 clusters Score -1.098115e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -10981138.000000 Penalty: 3703.304688
	Iteration 126Q: 3 clusters Score -1.098114e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -10981148.000000 Penalty: 3703.304688
	Iteration 127Q: 3 clusters Score -1.098115e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -10981138.000000 Penalty: 3703.304688
	Iteration 128Q: 3 clusters Score -1.098114e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -10981136.000000 Penalty: 3703.304688
	Iteration 129Q: 3 clusters Score -1.098114e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -10981127.000000 Penalty: 3703.304688
	Iteration 130Q: 3 clusters Score -1.098113e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -10981123.000000 Penalty: 3703.304688
	Iteration 131Q: 3 clusters Score -1.098112e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 86891 members 
Entering Unmasked Estep 
Score: -10981125.000000 Penalty: 3703.304688
	Iteration 132Q: 3 clusters Score -1.098112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -10981144.000000 Penalty: 3703.304688
	Iteration 133Q: 3 clusters Score -1.098114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -10981145.000000 Penalty: 3703.304688
	Iteration 134Q: 3 clusters Score -1.098114e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -10981147.000000 Penalty: 3703.304688
	Iteration 135Q: 3 clusters Score -1.098115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -10981154.000000 Penalty: 3703.304688
	Iteration 136Q: 3 clusters Score -1.098115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -10981157.000000 Penalty: 3703.304688
	Iteration 137Q: 3 clusters Score -1.098116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -10981140.000000 Penalty: 3703.304688
	Iteration 138Q: 3 clusters Score -1.098114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -10981135.000000 Penalty: 3703.304688
	Iteration 139Q: 3 clusters Score -1.098114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -10981133.000000 Penalty: 3703.304688
	Iteration 140F: 3 clusters Score -1.098113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -10981130.000000 Penalty: 3703.304688
	Iteration 141Q: 3 clusters Score -1.098113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 87064 members 
Entering Unmasked Estep 
Score: -10981117.000000 Penalty: 3703.304688
	Iteration 142Q: 3 clusters Score -1.098112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 87076 members 
Entering Unmasked Estep 
Score: -10981125.000000 Penalty: 3703.304688
	Iteration 143Q: 3 clusters Score -1.098112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 87086 members 
Entering Unmasked Estep 
Score: -10981117.000000 Penalty: 3703.304688
	Iteration 144Q: 3 clusters Score -1.098112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 87094 members 
Entering Unmasked Estep 
Score: -10981121.000000 Penalty: 3703.304688
	Iteration 145Q: 3 clusters Score -1.098112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -10981128.000000 Penalty: 3703.304688
	Iteration 146Q: 3 clusters Score -1.098113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -10981129.000000 Penalty: 3703.304688
	Iteration 147Q: 3 clusters Score -1.098113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -10981128.000000 Penalty: 3703.304688
	Iteration 148Q: 3 clusters Score -1.098113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -10981123.000000 Penalty: 3703.304688
	Iteration 149Q: 3 clusters Score -1.098112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -10981101.000000 Penalty: 3703.304688
	Iteration 150Q: 3 clusters Score -1.09811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -10981098.000000 Penalty: 3703.304688
	Iteration 151Q: 3 clusters Score -1.09811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 87148 members 
Entering Unmasked Estep 
Score: -10981111.000000 Penalty: 3703.304688
	Iteration 152Q: 3 clusters Score -1.098111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 87156 members 
Entering Unmasked Estep 
Score: -10981103.000000 Penalty: 3703.304688
	Iteration 153Q: 3 clusters Score -1.09811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -10981111.000000 Penalty: 3703.304688
	Iteration 154Q: 3 clusters Score -1.098111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -10981107.000000 Penalty: 3703.304688
	Iteration 155Q: 3 clusters Score -1.098111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -10981103.000000 Penalty: 3703.304688
	Iteration 156Q: 3 clusters Score -1.09811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 87196 members 
Entering Unmasked Estep 
Score: -10981092.000000 Penalty: 3703.304688
	Iteration 157Q: 3 clusters Score -1.098109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 87204 members 
Entering Unmasked Estep 
Score: -10981089.000000 Penalty: 3703.304688
	Iteration 158Q: 3 clusters Score -1.098109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -10981074.000000 Penalty: 3703.304688
	Iteration 159Q: 3 clusters Score -1.098107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -10981087.000000 Penalty: 3703.304688
	Iteration 160F: 3 clusters Score -1.098109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -10981090.000000 Penalty: 3703.304688
	Iteration 161Q: 3 clusters Score -1.098109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -10981097.000000 Penalty: 3703.304688
	Iteration 162Q: 3 clusters Score -1.09811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
Score: -10981103.000000 Penalty: 3703.304688
	Iteration 163Q: 3 clusters Score -1.09811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -10981095.000000 Penalty: 3703.304688
	Iteration 164Q: 3 clusters Score -1.09811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 87228 members 
Entering Unmasked Estep 
Score: -10981097.000000 Penalty: 3703.304688
	Iteration 165Q: 3 clusters Score -1.09811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -10981092.000000 Penalty: 3703.304688
	Iteration 166Q: 3 clusters Score -1.098109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -10981092.000000 Penalty: 3703.304688
	Iteration 167F: 3 clusters Score -1.098109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -315660.593750 Penalty: 1285.112915
	Iteration 0F: 2 clusters Score -315660.6 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 1362 members 
Entering Unmasked Estep 
Score: -313143.437500 Penalty: 2570.225830
	Iteration 0F: 3 clusters Score -313143.4 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -313828.656250 Penalty: 2570.225830
	Iteration 1F: 3 clusters Score -313828.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -314052.812500 Penalty: 2570.225830
	Iteration 2F: 3 clusters Score -314052.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -314271.437500 Penalty: 2570.225830
	Iteration 3F: 3 clusters Score -314271.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -314533.593750 Penalty: 2570.225830
	Iteration 4F: 3 clusters Score -314533.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -314810.812500 Penalty: 2570.225830
	Iteration 5F: 3 clusters Score -314810.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -315022.562500 Penalty: 2570.225830
	Iteration 6F: 3 clusters Score -315022.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -315122.843750 Penalty: 2570.225830
	Iteration 7Q: 3 clusters Score -315122.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -315171.843750 Penalty: 2570.225830
	Iteration 8Q: 3 clusters Score -315171.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -315205.875000 Penalty: 2570.225830
	Iteration 9Q: 3 clusters Score -315205.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -315224.687500 Penalty: 2570.225830
	Iteration 10Q: 3 clusters Score -315224.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -315234.500000 Penalty: 2570.225830
	Iteration 11Q: 3 clusters Score -315234.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -315243.281250 Penalty: 2570.225830
	Iteration 12Q: 3 clusters Score -315243.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -315249.437500 Penalty: 2570.225830
	Iteration 13Q: 3 clusters Score -315249.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -315253.093750 Penalty: 2570.225830
	Iteration 14Q: 3 clusters Score -315253.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -315256.156250 Penalty: 2570.225830
	Iteration 15Q: 3 clusters Score -315256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -315257.593750 Penalty: 2570.225830
	Iteration 16Q: 3 clusters Score -315257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -315257.875000 Penalty: 2570.225830
	Iteration 17Q: 3 clusters Score -315257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -315258.687500 Penalty: 2570.225830
	Iteration 18Q: 3 clusters Score -315258.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -315259.468750 Penalty: 2570.225830
	Iteration 19Q: 3 clusters Score -315259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -315260.250000 Penalty: 2570.225830
	Iteration 20F: 3 clusters Score -315260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -315260.406250 Penalty: 2570.225830
	Iteration 21Q: 3 clusters Score -315260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -315261.593750 Penalty: 2570.225830
	Iteration 22Q: 3 clusters Score -315261.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -315261.593750 Penalty: 2570.225830
	Iteration 23F: 3 clusters Score -315261.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Entering Unmasked Estep 
Score: -917867.312500 Penalty: 1452.873413
	Iteration 0F: 2 clusters Score -917867.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -912225.250000 Penalty: 2905.746826
	Iteration 0F: 3 clusters Score -912225.2 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -913954.437500 Penalty: 2905.746826
	Iteration 1F: 3 clusters Score -913954.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -914172.250000 Penalty: 2905.746826
	Iteration 2F: 3 clusters Score -914172.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -914331.812500 Penalty: 2905.746826
	Iteration 3Q: 3 clusters Score -914331.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -914442.062500 Penalty: 2905.746826
	Iteration 4Q: 3 clusters Score -914442.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -914528.812500 Penalty: 2905.746826
	Iteration 5Q: 3 clusters Score -914528.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -914595.750000 Penalty: 2905.746826
	Iteration 6Q: 3 clusters Score -914595.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -914657.250000 Penalty: 2905.746826
	Iteration 7Q: 3 clusters Score -914657.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -914728.187500 Penalty: 2905.746826
	Iteration 8Q: 3 clusters Score -914728.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -914794.062500 Penalty: 2905.746826
	Iteration 9Q: 3 clusters Score -914794.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -914859.500000 Penalty: 2905.746826
	Iteration 10Q: 3 clusters Score -914859.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -914914.187500 Penalty: 2905.746826
	Iteration 11Q: 3 clusters Score -914914.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -914967.750000 Penalty: 2905.746826
	Iteration 12Q: 3 clusters Score -914967.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -915023.125000 Penalty: 2905.746826
	Iteration 13Q: 3 clusters Score -915023.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -915100.875000 Penalty: 2905.746826
	Iteration 14Q: 3 clusters Score -915100.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -915183.000000 Penalty: 2905.746826
	Iteration 15Q: 3 clusters Score -915183 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -915266.750000 Penalty: 2905.746826
	Iteration 16Q: 3 clusters Score -915266.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -915352.687500 Penalty: 2905.746826
	Iteration 17Q: 3 clusters Score -915352.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -915455.125000 Penalty: 2905.746826
	Iteration 18Q: 3 clusters Score -915455.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -915567.625000 Penalty: 2905.746826
	Iteration 19Q: 3 clusters Score -915567.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -915658.937500 Penalty: 2905.746826
	Iteration 20F: 3 clusters Score -915658.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -915738.562500 Penalty: 2905.746826
	Iteration 21Q: 3 clusters Score -915738.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -915818.250000 Penalty: 2905.746826
	Iteration 22Q: 3 clusters Score -915818.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -915885.687500 Penalty: 2905.746826
	Iteration 23Q: 3 clusters Score -915885.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -915953.875000 Penalty: 2905.746826
	Iteration 24Q: 3 clusters Score -915953.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -916022.312500 Penalty: 2905.746826
	Iteration 25Q: 3 clusters Score -916022.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -916095.937500 Penalty: 2905.746826
	Iteration 26Q: 3 clusters Score -916095.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -916188.312500 Penalty: 2905.746826
	Iteration 27Q: 3 clusters Score -916188.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -916293.062500 Penalty: 2905.746826
	Iteration 28Q: 3 clusters Score -916293.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -916450.687500 Penalty: 2905.746826
	Iteration 29Q: 3 clusters Score -916450.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -916584.937500 Penalty: 2905.746826
	Iteration 30Q: 3 clusters Score -916584.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -916675.687500 Penalty: 2905.746826
	Iteration 31Q: 3 clusters Score -916675.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -916739.250000 Penalty: 2905.746826
	Iteration 32Q: 3 clusters Score -916739.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -916778.312500 Penalty: 2905.746826
	Iteration 33Q: 3 clusters Score -916778.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -916799.437500 Penalty: 2905.746826
	Iteration 34Q: 3 clusters Score -916799.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -916816.562500 Penalty: 2905.746826
	Iteration 35Q: 3 clusters Score -916816.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -916826.625000 Penalty: 2905.746826
	Iteration 36Q: 3 clusters Score -916826.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -916834.750000 Penalty: 2905.746826
	Iteration 37Q: 3 clusters Score -916834.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -916839.125000 Penalty: 2905.746826
	Iteration 38Q: 3 clusters Score -916839.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -916847.687500 Penalty: 2905.746826
	Iteration 39Q: 3 clusters Score -916847.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -916853.312500 Penalty: 2905.746826
	Iteration 40F: 3 clusters Score -916853.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -916858.812500 Penalty: 2905.746826
	Iteration 41Q: 3 clusters Score -916858.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -916864.812500 Penalty: 2905.746826
	Iteration 42Q: 3 clusters Score -916864.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -916867.875000 Penalty: 2905.746826
	Iteration 43Q: 3 clusters Score -916867.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -916874.187500 Penalty: 2905.746826
	Iteration 44Q: 3 clusters Score -916874.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -916875.062500 Penalty: 2905.746826
	Iteration 45Q: 3 clusters Score -916875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -916878.125000 Penalty: 2905.746826
	Iteration 46Q: 3 clusters Score -916878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -916880.812500 Penalty: 2905.746826
	Iteration 47Q: 3 clusters Score -916880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -916881.312500 Penalty: 2905.746826
	Iteration 48Q: 3 clusters Score -916881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -916880.562500 Penalty: 2905.746826
	Iteration 49Q: 3 clusters Score -916880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -916882.875000 Penalty: 2905.746826
	Iteration 50Q: 3 clusters Score -916882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -916883.250000 Penalty: 2905.746826
	Iteration 51Q: 3 clusters Score -916883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -916883.437500 Penalty: 2905.746826
	Iteration 52Q: 3 clusters Score -916883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -916884.250000 Penalty: 2905.746826
	Iteration 53Q: 3 clusters Score -916884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -916883.125000 Penalty: 2905.746826
	Iteration 54Q: 3 clusters Score -916883.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -916883.125000 Penalty: 2905.746826
	Iteration 55F: 3 clusters Score -916883.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -138727.796875 Penalty: 1159.290283
	Iteration 0F: 2 clusters Score -138727.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -137133.750000 Penalty: 2318.580566
	Iteration 0F: 3 clusters Score -137133.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137500.062500 Penalty: 2318.580566
	Iteration 1F: 3 clusters Score -137500.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -137673.484375 Penalty: 2318.580566
	Iteration 2F: 3 clusters Score -137673.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -137819.453125 Penalty: 2318.580566
	Iteration 3F: 3 clusters Score -137819.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137924.953125 Penalty: 2318.580566
	Iteration 4F: 3 clusters Score -137925 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -138002.156250 Penalty: 2318.580566
	Iteration 5Q: 3 clusters Score -138002.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138071.375000 Penalty: 2318.580566
	Iteration 6Q: 3 clusters Score -138071.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -138148.953125 Penalty: 2318.580566
	Iteration 7Q: 3 clusters Score -138149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -138198.703125 Penalty: 2318.580566
	Iteration 8Q: 3 clusters Score -138198.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -138232.250000 Penalty: 2318.580566
	Iteration 9Q: 3 clusters Score -138232.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138256.140625 Penalty: 2318.580566
	Iteration 10Q: 3 clusters Score -138256.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -138268.859375 Penalty: 2318.580566
	Iteration 11Q: 3 clusters Score -138268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -138274.046875 Penalty: 2318.580566
	Iteration 12Q: 3 clusters Score -138274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -138277.968750 Penalty: 2318.580566
	Iteration 13Q: 3 clusters Score -138278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -138286.156250 Penalty: 2318.580566
	Iteration 14Q: 3 clusters Score -138286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138291.531250 Penalty: 2318.580566
	Iteration 15Q: 3 clusters Score -138291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -138293.765625 Penalty: 2318.580566
	Iteration 16Q: 3 clusters Score -138293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -138293.765625 Penalty: 2318.580566
	Iteration 17F: 3 clusters Score -138293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -658715.687500 Penalty: 1398.405151
	Iteration 0F: 2 clusters Score -658715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -654403.125000 Penalty: 2796.810303
	Iteration 0F: 3 clusters Score -654403.1 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -655627.312500 Penalty: 2796.810303
	Iteration 1F: 3 clusters Score -655627.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -655902.875000 Penalty: 2796.810303
	Iteration 2F: 3 clusters Score -655902.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -656126.500000 Penalty: 2796.810303
	Iteration 3F: 3 clusters Score -656126.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -656305.500000 Penalty: 2796.810303
	Iteration 4F: 3 clusters Score -656305.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -656474.562500 Penalty: 2796.810303
	Iteration 5F: 3 clusters Score -656474.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -656619.750000 Penalty: 2796.810303
	Iteration 6Q: 3 clusters Score -656619.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -656787.625000 Penalty: 2796.810303
	Iteration 7Q: 3 clusters Score -656787.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -656961.000000 Penalty: 2796.810303
	Iteration 8Q: 3 clusters Score -656961 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -657116.562500 Penalty: 2796.810303
	Iteration 9Q: 3 clusters Score -657116.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -657256.375000 Penalty: 2796.810303
	Iteration 10Q: 3 clusters Score -657256.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -657357.312500 Penalty: 2796.810303
	Iteration 11Q: 3 clusters Score -657357.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -657447.062500 Penalty: 2796.810303
	Iteration 12Q: 3 clusters Score -657447.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -657510.875000 Penalty: 2796.810303
	Iteration 13Q: 3 clusters Score -657510.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -657554.062500 Penalty: 2796.810303
	Iteration 14Q: 3 clusters Score -657554.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -657589.125000 Penalty: 2796.810303
	Iteration 15Q: 3 clusters Score -657589.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -657606.625000 Penalty: 2796.810303
	Iteration 16Q: 3 clusters Score -657606.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -657623.625000 Penalty: 2796.810303
	Iteration 17Q: 3 clusters Score -657623.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -657649.375000 Penalty: 2796.810303
	Iteration 18Q: 3 clusters Score -657649.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -657666.187500 Penalty: 2796.810303
	Iteration 19Q: 3 clusters Score -657666.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -657681.375000 Penalty: 2796.810303
	Iteration 20F: 3 clusters Score -657681.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -657691.125000 Penalty: 2796.810303
	Iteration 21Q: 3 clusters Score -657691.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -657699.250000 Penalty: 2796.810303
	Iteration 22Q: 3 clusters Score -657699.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -657704.375000 Penalty: 2796.810303
	Iteration 23Q: 3 clusters Score -657704.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -657712.687500 Penalty: 2796.810303
	Iteration 24Q: 3 clusters Score -657712.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -657721.187500 Penalty: 2796.810303
	Iteration 25Q: 3 clusters Score -657721.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -657725.312500 Penalty: 2796.810303
	Iteration 26Q: 3 clusters Score -657725.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -657730.500000 Penalty: 2796.810303
	Iteration 27Q: 3 clusters Score -657730.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -657734.687500 Penalty: 2796.810303
	Iteration 28Q: 3 clusters Score -657734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -657735.437500 Penalty: 2796.810303
	Iteration 29Q: 3 clusters Score -657735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -657735.937500 Penalty: 2796.810303
	Iteration 30Q: 3 clusters Score -657735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -657735.000000 Penalty: 2796.810303
	Iteration 31Q: 3 clusters Score -657735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -657735.000000 Penalty: 2796.810303
	Iteration 32F: 3 clusters Score -657735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Entering Unmasked Estep 
Score: -819755.937500 Penalty: 1423.980713
	Iteration 0F: 2 clusters Score -819755.9 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 3219 members 
Entering Unmasked Estep 
Score: -814847.687500 Penalty: 2847.961426
	Iteration 0F: 3 clusters Score -814847.7 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -816256.312500 Penalty: 2847.961426
	Iteration 1F: 3 clusters Score -816256.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -816454.937500 Penalty: 2847.961426
	Iteration 2F: 3 clusters Score -816454.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -816562.312500 Penalty: 2847.961426
	Iteration 3Q: 3 clusters Score -816562.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -816628.062500 Penalty: 2847.961426
	Iteration 4Q: 3 clusters Score -816628.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -816668.687500 Penalty: 2847.961426
	Iteration 5Q: 3 clusters Score -816668.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -816702.812500 Penalty: 2847.961426
	Iteration 6Q: 3 clusters Score -816702.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -816730.625000 Penalty: 2847.961426
	Iteration 7Q: 3 clusters Score -816730.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -816751.875000 Penalty: 2847.961426
	Iteration 8Q: 3 clusters Score -816751.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -816770.500000 Penalty: 2847.961426
	Iteration 9Q: 3 clusters Score -816770.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -816788.500000 Penalty: 2847.961426
	Iteration 10Q: 3 clusters Score -816788.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -816804.750000 Penalty: 2847.961426
	Iteration 11Q: 3 clusters Score -816804.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -816829.312500 Penalty: 2847.961426
	Iteration 12Q: 3 clusters Score -816829.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -816852.562500 Penalty: 2847.961426
	Iteration 13Q: 3 clusters Score -816852.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -816874.375000 Penalty: 2847.961426
	Iteration 14Q: 3 clusters Score -816874.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -816896.000000 Penalty: 2847.961426
	Iteration 15Q: 3 clusters Score -816896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -816915.687500 Penalty: 2847.961426
	Iteration 16Q: 3 clusters Score -816915.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -816943.000000 Penalty: 2847.961426
	Iteration 17Q: 3 clusters Score -816943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -816972.312500 Penalty: 2847.961426
	Iteration 18Q: 3 clusters Score -816972.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -816998.187500 Penalty: 2847.961426
	Iteration 19Q: 3 clusters Score -816998.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -817020.125000 Penalty: 2847.961426
	Iteration 20F: 3 clusters Score -817020.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -817044.125000 Penalty: 2847.961426
	Iteration 21Q: 3 clusters Score -817044.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -817067.062500 Penalty: 2847.961426
	Iteration 22Q: 3 clusters Score -817067.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -817093.812500 Penalty: 2847.961426
	Iteration 23Q: 3 clusters Score -817093.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -817124.562500 Penalty: 2847.961426
	Iteration 24Q: 3 clusters Score -817124.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -817165.375000 Penalty: 2847.961426
	Iteration 25Q: 3 clusters Score -817165.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -817218.250000 Penalty: 2847.961426
	Iteration 26Q: 3 clusters Score -817218.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -817289.562500 Penalty: 2847.961426
	Iteration 27Q: 3 clusters Score -817289.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -817383.937500 Penalty: 2847.961426
	Iteration 28Q: 3 clusters Score -817383.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -817488.625000 Penalty: 2847.961426
	Iteration 29Q: 3 clusters Score -817488.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -817608.750000 Penalty: 2847.961426
	Iteration 30Q: 3 clusters Score -817608.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -817755.000000 Penalty: 2847.961426
	Iteration 31Q: 3 clusters Score -817755 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -817895.937500 Penalty: 2847.961426
	Iteration 32Q: 3 clusters Score -817895.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -818020.687500 Penalty: 2847.961426
	Iteration 33Q: 3 clusters Score -818020.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -818113.625000 Penalty: 2847.961426
	Iteration 34Q: 3 clusters Score -818113.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -818198.562500 Penalty: 2847.961426
	Iteration 35Q: 3 clusters Score -818198.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -818267.062500 Penalty: 2847.961426
	Iteration 36Q: 3 clusters Score -818267.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -818323.750000 Penalty: 2847.961426
	Iteration 37Q: 3 clusters Score -818323.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -818383.000000 Penalty: 2847.961426
	Iteration 38Q: 3 clusters Score -818383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -818416.375000 Penalty: 2847.961426
	Iteration 39Q: 3 clusters Score -818416.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -818444.750000 Penalty: 2847.961426
	Iteration 40F: 3 clusters Score -818444.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -818458.437500 Penalty: 2847.961426
	Iteration 41Q: 3 clusters Score -818458.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -818474.437500 Penalty: 2847.961426
	Iteration 42Q: 3 clusters Score -818474.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -818481.812500 Penalty: 2847.961426
	Iteration 43Q: 3 clusters Score -818481.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -818489.312500 Penalty: 2847.961426
	Iteration 44Q: 3 clusters Score -818489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -818494.000000 Penalty: 2847.961426
	Iteration 45Q: 3 clusters Score -818494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -818500.375000 Penalty: 2847.961426
	Iteration 46Q: 3 clusters Score -818500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -818502.312500 Penalty: 2847.961426
	Iteration 47Q: 3 clusters Score -818502.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -818503.437500 Penalty: 2847.961426
	Iteration 48Q: 3 clusters Score -818503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -818505.937500 Penalty: 2847.961426
	Iteration 49Q: 3 clusters Score -818505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -818508.250000 Penalty: 2847.961426
	Iteration 50Q: 3 clusters Score -818508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -818508.562500 Penalty: 2847.961426
	Iteration 51Q: 3 clusters Score -818508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -818508.562500 Penalty: 2847.961426
	Iteration 52F: 3 clusters Score -818508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -87236.007812 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -87236.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -86004.726562 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -86004.73 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86457.273438 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -86457.27 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86629.898438 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -86629.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86700.601562 Penalty: 2191.436279
	Iteration 3Q: 3 clusters Score -86700.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86731.789062 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -86731.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86753.125000 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -86753.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86777.242188 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -86777.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86785.906250 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -86785.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86799.484375 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -86799.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86806.312500 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -86806.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86826.867188 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -86826.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86871.265625 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -86871.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86907.804688 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -86907.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86934.742188 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -86934.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86977.710938 Penalty: 2191.436279
	Iteration 14Q: 3 clusters Score -86977.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -87018.070312 Penalty: 2191.436279
	Iteration 15Q: 3 clusters Score -87018.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -87058.859375 Penalty: 2191.436279
	Iteration 16Q: 3 clusters Score -87058.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -87081.968750 Penalty: 2191.436279
	Iteration 17Q: 3 clusters Score -87081.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87092.492188 Penalty: 2191.436279
	Iteration 18Q: 3 clusters Score -87092.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87093.250000 Penalty: 2191.436279
	Iteration 19Q: 3 clusters Score -87093.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87097.914062 Penalty: 2191.436279
	Iteration 20F: 3 clusters Score -87097.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87109.226562 Penalty: 2191.436279
	Iteration 21Q: 3 clusters Score -87109.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87117.765625 Penalty: 2191.436279
	Iteration 22Q: 3 clusters Score -87117.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -87134.617188 Penalty: 2191.436279
	Iteration 23Q: 3 clusters Score -87134.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87137.718750 Penalty: 2191.436279
	Iteration 24Q: 3 clusters Score -87137.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87140.757812 Penalty: 2191.436279
	Iteration 25Q: 3 clusters Score -87140.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87143.914062 Penalty: 2191.436279
	Iteration 26Q: 3 clusters Score -87143.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87147.000000 Penalty: 2191.436279
	Iteration 27Q: 3 clusters Score -87147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87147.000000 Penalty: 2191.436279
	Iteration 28F: 3 clusters Score -87147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (94763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Entering Unmasked Estep 
Score: -11890525.000000 Penalty: 1862.109253
	Iteration 0F: 2 clusters Score -1.189052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -11832570.000000 Penalty: 3724.218506
	Iteration 0F: 3 clusters Score -1.183257e+07 nChanged 45287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -11858736.000000 Penalty: 3724.218506
	Iteration 1F: 3 clusters Score -1.185874e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -11859625.000000 Penalty: 3724.218506
	Iteration 2Q: 3 clusters Score -1.185962e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -11860577.000000 Penalty: 3724.218506
	Iteration 3Q: 3 clusters Score -1.186058e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -11861858.000000 Penalty: 3724.218506
	Iteration 4Q: 3 clusters Score -1.186186e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -11863885.000000 Penalty: 3724.218506
	Iteration 5Q: 3 clusters Score -1.186388e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -11866986.000000 Penalty: 3724.218506
	Iteration 6F: 3 clusters Score -1.186699e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -11871517.000000 Penalty: 3724.218506
	Iteration 7F: 3 clusters Score -1.187152e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -11877650.000000 Penalty: 3724.218506
	Iteration 8F: 3 clusters Score -1.187765e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -11882578.000000 Penalty: 3724.218506
	Iteration 9F: 3 clusters Score -1.188258e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -11884504.000000 Penalty: 3724.218506
	Iteration 10F: 3 clusters Score -1.18845e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -11884982.000000 Penalty: 3724.218506
	Iteration 11Q: 3 clusters Score -1.188498e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -11885264.000000 Penalty: 3724.218506
	Iteration 12Q: 3 clusters Score -1.188526e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -11885417.000000 Penalty: 3724.218506
	Iteration 13Q: 3 clusters Score -1.188542e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -11885569.000000 Penalty: 3724.218506
	Iteration 14Q: 3 clusters Score -1.188557e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -11885676.000000 Penalty: 3724.218506
	Iteration 15Q: 3 clusters Score -1.188568e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -11885839.000000 Penalty: 3724.218506
	Iteration 16Q: 3 clusters Score -1.188584e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -11886011.000000 Penalty: 3724.218506
	Iteration 17Q: 3 clusters Score -1.188601e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -11886061.000000 Penalty: 3724.218506
	Iteration 18Q: 3 clusters Score -1.188606e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -11886146.000000 Penalty: 3724.218506
	Iteration 19Q: 3 clusters Score -1.188615e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -11886261.000000 Penalty: 3724.218506
	Iteration 20F: 3 clusters Score -1.188626e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -11886421.000000 Penalty: 3724.218506
	Iteration 21Q: 3 clusters Score -1.188642e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -11886655.000000 Penalty: 3724.218506
	Iteration 22Q: 3 clusters Score -1.188666e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -11886839.000000 Penalty: 3724.218506
	Iteration 23Q: 3 clusters Score -1.188684e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -11887020.000000 Penalty: 3724.218506
	Iteration 24Q: 3 clusters Score -1.188702e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -11887392.000000 Penalty: 3724.218506
	Iteration 25Q: 3 clusters Score -1.188739e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -11887758.000000 Penalty: 3724.218506
	Iteration 26Q: 3 clusters Score -1.188776e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -11888226.000000 Penalty: 3724.218506
	Iteration 27Q: 3 clusters Score -1.188823e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -11888651.000000 Penalty: 3724.218506
	Iteration 28Q: 3 clusters Score -1.188865e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -11889332.000000 Penalty: 3724.218506
	Iteration 29Q: 3 clusters Score -1.188933e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 83576 members 
Entering Unmasked Estep 
Score: -11889615.000000 Penalty: 3724.218506
	Iteration 30Q: 3 clusters Score -1.188962e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 84533 members 
Entering Unmasked Estep 
Score: -11889743.000000 Penalty: 3724.218506
	Iteration 31Q: 3 clusters Score -1.188974e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -11889779.000000 Penalty: 3724.218506
	Iteration 32Q: 3 clusters Score -1.188978e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -11889848.000000 Penalty: 3724.218506
	Iteration 33Q: 3 clusters Score -1.188985e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -11889928.000000 Penalty: 3724.218506
	Iteration 34Q: 3 clusters Score -1.188993e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -11889927.000000 Penalty: 3724.218506
	Iteration 35Q: 3 clusters Score -1.188993e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -11889910.000000 Penalty: 3724.218506
	Iteration 36Q: 3 clusters Score -1.188991e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -11889912.000000 Penalty: 3724.218506
	Iteration 37Q: 3 clusters Score -1.188991e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 87928 members 
Entering Unmasked Estep 
Score: -11889968.000000 Penalty: 3724.218506
	Iteration 38Q: 3 clusters Score -1.188997e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 88139 members 
Entering Unmasked Estep 
Score: -11889965.000000 Penalty: 3724.218506
	Iteration 39Q: 3 clusters Score -1.188996e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -11889955.000000 Penalty: 3724.218506
	Iteration 40F: 3 clusters Score -1.188996e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -11889921.000000 Penalty: 3724.218506
	Iteration 41Q: 3 clusters Score -1.188992e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 88632 members 
Entering Unmasked Estep 
Score: -11889894.000000 Penalty: 3724.218506
	Iteration 42Q: 3 clusters Score -1.188989e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -11889877.000000 Penalty: 3724.218506
	Iteration 43Q: 3 clusters Score -1.188988e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -11889853.000000 Penalty: 3724.218506
	Iteration 44Q: 3 clusters Score -1.188985e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -11889821.000000 Penalty: 3724.218506
	Iteration 45Q: 3 clusters Score -1.188982e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 89057 members 
Entering Unmasked Estep 
Score: -11889827.000000 Penalty: 3724.218506
	Iteration 46Q: 3 clusters Score -1.188983e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 89141 members 
Entering Unmasked Estep 
Score: -11889809.000000 Penalty: 3724.218506
	Iteration 47Q: 3 clusters Score -1.188981e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -11889785.000000 Penalty: 3724.218506
	Iteration 48Q: 3 clusters Score -1.188978e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -11889807.000000 Penalty: 3724.218506
	Iteration 49Q: 3 clusters Score -1.188981e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -11889822.000000 Penalty: 3724.218506
	Iteration 50Q: 3 clusters Score -1.188982e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 89354 members 
Entering Unmasked Estep 
Score: -11889821.000000 Penalty: 3724.218506
	Iteration 51Q: 3 clusters Score -1.188982e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -11889828.000000 Penalty: 3724.218506
	Iteration 52Q: 3 clusters Score -1.188983e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -11889834.000000 Penalty: 3724.218506
	Iteration 53Q: 3 clusters Score -1.188983e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -11889830.000000 Penalty: 3724.218506
	Iteration 54Q: 3 clusters Score -1.188983e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 89517 members 
Entering Unmasked Estep 
Score: -11889829.000000 Penalty: 3724.218506
	Iteration 55Q: 3 clusters Score -1.188983e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -11889817.000000 Penalty: 3724.218506
	Iteration 56Q: 3 clusters Score -1.188982e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -11889833.000000 Penalty: 3724.218506
	Iteration 57Q: 3 clusters Score -1.188983e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 89588 members 
Entering Unmasked Estep 
Score: -11889813.000000 Penalty: 3724.218506
	Iteration 58Q: 3 clusters Score -1.188981e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -11889827.000000 Penalty: 3724.218506
	Iteration 59Q: 3 clusters Score -1.188983e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -11889813.000000 Penalty: 3724.218506
	Iteration 60F: 3 clusters Score -1.188981e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -11889838.000000 Penalty: 3724.218506
	Iteration 61Q: 3 clusters Score -1.188984e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -11889842.000000 Penalty: 3724.218506
	Iteration 62Q: 3 clusters Score -1.188984e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -11889839.000000 Penalty: 3724.218506
	Iteration 63Q: 3 clusters Score -1.188984e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 89656 members 
Entering Unmasked Estep 
Score: -11889833.000000 Penalty: 3724.218506
	Iteration 64Q: 3 clusters Score -1.188983e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
Score: -11889840.000000 Penalty: 3724.218506
	Iteration 65Q: 3 clusters Score -1.188984e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -11889821.000000 Penalty: 3724.218506
	Iteration 66Q: 3 clusters Score -1.188982e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -11889820.000000 Penalty: 3724.218506
	Iteration 67Q: 3 clusters Score -1.188982e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -11889832.000000 Penalty: 3724.218506
	Iteration 68Q: 3 clusters Score -1.188983e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -11889832.000000 Penalty: 3724.218506
	Iteration 69Q: 3 clusters Score -1.188983e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -11889842.000000 Penalty: 3724.218506
	Iteration 70Q: 3 clusters Score -1.188984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -11889835.000000 Penalty: 3724.218506
	Iteration 71Q: 3 clusters Score -1.188984e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -11889837.000000 Penalty: 3724.218506
	Iteration 72Q: 3 clusters Score -1.188984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -11889827.000000 Penalty: 3724.218506
	Iteration 73Q: 3 clusters Score -1.188983e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -11889823.000000 Penalty: 3724.218506
	Iteration 74Q: 3 clusters Score -1.188982e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -11889829.000000 Penalty: 3724.218506
	Iteration 75Q: 3 clusters Score -1.188983e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -11889838.000000 Penalty: 3724.218506
	Iteration 76Q: 3 clusters Score -1.188984e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -11889843.000000 Penalty: 3724.218506
	Iteration 77Q: 3 clusters Score -1.188984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -11889822.000000 Penalty: 3724.218506
	Iteration 78Q: 3 clusters Score -1.188982e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -11889825.000000 Penalty: 3724.218506
	Iteration 79Q: 3 clusters Score -1.188982e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -11889819.000000 Penalty: 3724.218506
	Iteration 80F: 3 clusters Score -1.188982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -11889821.000000 Penalty: 3724.218506
	Iteration 81Q: 3 clusters Score -1.188982e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 89802 members 
Entering Unmasked Estep 
Score: -11889830.000000 Penalty: 3724.218506
	Iteration 82Q: 3 clusters Score -1.188983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -11889826.000000 Penalty: 3724.218506
	Iteration 83Q: 3 clusters Score -1.188983e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
Score: -11889820.000000 Penalty: 3724.218506
	Iteration 84Q: 3 clusters Score -1.188982e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -11889797.000000 Penalty: 3724.218506
	Iteration 85Q: 3 clusters Score -1.18898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 89813 members 
Entering Unmasked Estep 
Score: -11889811.000000 Penalty: 3724.218506
	Iteration 86Q: 3 clusters Score -1.188981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 89816 members 
Entering Unmasked Estep 
Score: -11889824.000000 Penalty: 3724.218506
	Iteration 87Q: 3 clusters Score -1.188982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -11889845.000000 Penalty: 3724.218506
	Iteration 88Q: 3 clusters Score -1.188984e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -11889836.000000 Penalty: 3724.218506
	Iteration 89Q: 3 clusters Score -1.188984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -11889836.000000 Penalty: 3724.218506
	Iteration 90Q: 3 clusters Score -1.188984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -11889842.000000 Penalty: 3724.218506
	Iteration 91Q: 3 clusters Score -1.188984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -11889852.000000 Penalty: 3724.218506
	Iteration 92Q: 3 clusters Score -1.188985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -11889839.000000 Penalty: 3724.218506
	Iteration 93Q: 3 clusters Score -1.188984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -11889840.000000 Penalty: 3724.218506
	Iteration 94Q: 3 clusters Score -1.188984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -11889849.000000 Penalty: 3724.218506
	Iteration 95Q: 3 clusters Score -1.188985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -11889833.000000 Penalty: 3724.218506
	Iteration 96Q: 3 clusters Score -1.188983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -11889842.000000 Penalty: 3724.218506
	Iteration 97Q: 3 clusters Score -1.188984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 89879 members 
Entering Unmasked Estep 
Score: -11889839.000000 Penalty: 3724.218506
	Iteration 98Q: 3 clusters Score -1.188984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 89891 members 
Entering Unmasked Estep 
Score: -11889841.000000 Penalty: 3724.218506
	Iteration 99Q: 3 clusters Score -1.188984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -11889852.000000 Penalty: 3724.218506
	Iteration 100F: 3 clusters Score -1.188985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 89915 members 
Entering Unmasked Estep 
Score: -11889842.000000 Penalty: 3724.218506
	Iteration 101Q: 3 clusters Score -1.188984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -11889835.000000 Penalty: 3724.218506
	Iteration 102Q: 3 clusters Score -1.188984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 89927 members 
Entering Unmasked Estep 
Score: -11889830.000000 Penalty: 3724.218506
	Iteration 103Q: 3 clusters Score -1.188983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 89934 members 
Entering Unmasked Estep 
Score: -11889814.000000 Penalty: 3724.218506
	Iteration 104Q: 3 clusters Score -1.188981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -11889822.000000 Penalty: 3724.218506
	Iteration 105Q: 3 clusters Score -1.188982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -11889809.000000 Penalty: 3724.218506
	Iteration 106Q: 3 clusters Score -1.188981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -11889806.000000 Penalty: 3724.218506
	Iteration 107Q: 3 clusters Score -1.188981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -11889807.000000 Penalty: 3724.218506
	Iteration 108Q: 3 clusters Score -1.188981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -11889812.000000 Penalty: 3724.218506
	Iteration 109Q: 3 clusters Score -1.188981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -11889812.000000 Penalty: 3724.218506
	Iteration 110Q: 3 clusters Score -1.188981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -11889804.000000 Penalty: 3724.218506
	Iteration 111Q: 3 clusters Score -1.18898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -11889815.000000 Penalty: 3724.218506
	Iteration 112Q: 3 clusters Score -1.188982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -11889825.000000 Penalty: 3724.218506
	Iteration 113Q: 3 clusters Score -1.188982e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -11889817.000000 Penalty: 3724.218506
	Iteration 114Q: 3 clusters Score -1.188982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -11889823.000000 Penalty: 3724.218506
	Iteration 115Q: 3 clusters Score -1.188982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 90024 members 
Entering Unmasked Estep 
Score: -11889817.000000 Penalty: 3724.218506
	Iteration 116Q: 3 clusters Score -1.188982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -11889804.000000 Penalty: 3724.218506
	Iteration 117Q: 3 clusters Score -1.18898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 90028 members 
Entering Unmasked Estep 
Score: -11889797.000000 Penalty: 3724.218506
	Iteration 118Q: 3 clusters Score -1.18898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -11889792.000000 Penalty: 3724.218506
	Iteration 119Q: 3 clusters Score -1.188979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -11889792.000000 Penalty: 3724.218506
	Iteration 120F: 3 clusters Score -1.188979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -11889803.000000 Penalty: 3724.218506
	Iteration 121Q: 3 clusters Score -1.18898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 90036 members 
Entering Unmasked Estep 
Score: -11889799.000000 Penalty: 3724.218506
	Iteration 122Q: 3 clusters Score -1.18898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -11889815.000000 Penalty: 3724.218506
	Iteration 123Q: 3 clusters Score -1.188982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 90036 members 
Entering Unmasked Estep 
Score: -11889823.000000 Penalty: 3724.218506
	Iteration 124Q: 3 clusters Score -1.188982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 90033 members 
Entering Unmasked Estep 
Score: -11889818.000000 Penalty: 3724.218506
	Iteration 125Q: 3 clusters Score -1.188982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 90032 members 
Entering Unmasked Estep 
Score: -11889807.000000 Penalty: 3724.218506
	Iteration 126Q: 3 clusters Score -1.188981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -11889803.000000 Penalty: 3724.218506
	Iteration 127Q: 3 clusters Score -1.18898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 90027 members 
Entering Unmasked Estep 
Score: -11889805.000000 Penalty: 3724.218506
	Iteration 128Q: 3 clusters Score -1.18898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 90024 members 
Entering Unmasked Estep 
Score: -11889812.000000 Penalty: 3724.218506
	Iteration 129Q: 3 clusters Score -1.188981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -11889809.000000 Penalty: 3724.218506
	Iteration 130Q: 3 clusters Score -1.188981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 90024 members 
Entering Unmasked Estep 
Score: -11889794.000000 Penalty: 3724.218506
	Iteration 131Q: 3 clusters Score -1.188979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 90032 members 
Entering Unmasked Estep 
Score: -11889805.000000 Penalty: 3724.218506
	Iteration 132Q: 3 clusters Score -1.18898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -11889808.000000 Penalty: 3724.218506
	Iteration 133Q: 3 clusters Score -1.188981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -11889812.000000 Penalty: 3724.218506
	Iteration 134Q: 3 clusters Score -1.188981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -11889806.000000 Penalty: 3724.218506
	Iteration 135Q: 3 clusters Score -1.188981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -11889815.000000 Penalty: 3724.218506
	Iteration 136Q: 3 clusters Score -1.188982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -11889811.000000 Penalty: 3724.218506
	Iteration 137Q: 3 clusters Score -1.188981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -11889811.000000 Penalty: 3724.218506
	Iteration 138Q: 3 clusters Score -1.188981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -11889820.000000 Penalty: 3724.218506
	Iteration 139Q: 3 clusters Score -1.188982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 90056 members 
Entering Unmasked Estep 
Score: -11889815.000000 Penalty: 3724.218506
	Iteration 140F: 3 clusters Score -1.188982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -11889819.000000 Penalty: 3724.218506
	Iteration 141Q: 3 clusters Score -1.188982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -11889814.000000 Penalty: 3724.218506
	Iteration 142Q: 3 clusters Score -1.188981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -11889817.000000 Penalty: 3724.218506
	Iteration 143Q: 3 clusters Score -1.188982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -11889820.000000 Penalty: 3724.218506
	Iteration 144Q: 3 clusters Score -1.188982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 90056 members 
Entering Unmasked Estep 
Score: -11889820.000000 Penalty: 3724.218506
	Iteration 145Q: 3 clusters Score -1.188982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -11889819.000000 Penalty: 3724.218506
	Iteration 146Q: 3 clusters Score -1.188982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -11889813.000000 Penalty: 3724.218506
	Iteration 147Q: 3 clusters Score -1.188981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 90062 members 
Entering Unmasked Estep 
Score: -11889819.000000 Penalty: 3724.218506
	Iteration 148Q: 3 clusters Score -1.188982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -11889814.000000 Penalty: 3724.218506
	Iteration 149Q: 3 clusters Score -1.188981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -11889814.000000 Penalty: 3724.218506
	Iteration 150F: 3 clusters Score -1.188981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -160775.390625 Penalty: 1182.440430
	Iteration 0F: 2 clusters Score -160775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -159075.765625 Penalty: 2364.880859
	Iteration 0F: 3 clusters Score -159075.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -159411.890625 Penalty: 2364.880859
	Iteration 1F: 3 clusters Score -159411.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -159501.765625 Penalty: 2364.880859
	Iteration 2F: 3 clusters Score -159501.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159545.078125 Penalty: 2364.880859
	Iteration 3Q: 3 clusters Score -159545.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -159583.234375 Penalty: 2364.880859
	Iteration 4Q: 3 clusters Score -159583.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -159613.671875 Penalty: 2364.880859
	Iteration 5Q: 3 clusters Score -159613.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -159645.390625 Penalty: 2364.880859
	Iteration 6Q: 3 clusters Score -159645.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -159675.156250 Penalty: 2364.880859
	Iteration 7Q: 3 clusters Score -159675.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -159718.953125 Penalty: 2364.880859
	Iteration 8Q: 3 clusters Score -159719 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -159781.734375 Penalty: 2364.880859
	Iteration 9Q: 3 clusters Score -159781.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -159836.296875 Penalty: 2364.880859
	Iteration 10Q: 3 clusters Score -159836.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -159894.062500 Penalty: 2364.880859
	Iteration 11Q: 3 clusters Score -159894.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -159948.968750 Penalty: 2364.880859
	Iteration 12Q: 3 clusters Score -159949 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -160012.171875 Penalty: 2364.880859
	Iteration 13Q: 3 clusters Score -160012.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -160069.156250 Penalty: 2364.880859
	Iteration 14Q: 3 clusters Score -160069.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -160111.968750 Penalty: 2364.880859
	Iteration 15Q: 3 clusters Score -160112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -160176.265625 Penalty: 2364.880859
	Iteration 16Q: 3 clusters Score -160176.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -160239.015625 Penalty: 2364.880859
	Iteration 17Q: 3 clusters Score -160239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -160293.406250 Penalty: 2364.880859
	Iteration 18Q: 3 clusters Score -160293.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -160331.203125 Penalty: 2364.880859
	Iteration 19Q: 3 clusters Score -160331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -160357.515625 Penalty: 2364.880859
	Iteration 20F: 3 clusters Score -160357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -160373.375000 Penalty: 2364.880859
	Iteration 21Q: 3 clusters Score -160373.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -160385.718750 Penalty: 2364.880859
	Iteration 22Q: 3 clusters Score -160385.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -160392.500000 Penalty: 2364.880859
	Iteration 23Q: 3 clusters Score -160392.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -160396.718750 Penalty: 2364.880859
	Iteration 24Q: 3 clusters Score -160396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -160397.468750 Penalty: 2364.880859
	Iteration 25Q: 3 clusters Score -160397.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -160397.468750 Penalty: 2364.880859
	Iteration 26F: 3 clusters Score -160397.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Entering Unmasked Estep 
Score: -1172634.875000 Penalty: 1492.632812
	Iteration 0F: 2 clusters Score -1172635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1165608.000000 Penalty: 2985.265625
	Iteration 0F: 3 clusters Score -1165608 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1167827.875000 Penalty: 2985.265625
	Iteration 1F: 3 clusters Score -1167828 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1168062.625000 Penalty: 2985.265625
	Iteration 2F: 3 clusters Score -1168063 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1168241 nChanged 394
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Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1168389 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1168528 nChanged 315
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Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1168636 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1168736 nChanged 280
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Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1168835 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1168938 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1169072 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1169240 nChanged 345
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Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1169420 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1169591 nChanged 340
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Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1169790 nChanged 351
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Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1169969 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1170116 nChanged 282
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Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1170259 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1170374 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1170465 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1170530 nChanged 137
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Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1170584 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1170622 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1170655 nChanged 109
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Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1170691 nChanged 138
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Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1170743 nChanged 134
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Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1170792 nChanged 119
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Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1170832 nChanged 110
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Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1170866 nChanged 108
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Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1170899 nChanged 101
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Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1170930 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1170966 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1170989 nChanged 70
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Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1171007 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1171024 nChanged 54
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Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1171035 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1171046 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1171057 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1171072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1171074.500000 Penalty: 2985.265625
	Iteration 39Q: 3 clusters Score -1171074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1171074.750000 Penalty: 2985.265625
	Iteration 40F: 3 clusters Score -1171075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1171079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1171080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1171080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1171081.625000 Penalty: 2985.265625
	Iteration 44Q: 3 clusters Score -1171082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1171081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1171082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1171084.000000 Penalty: 2985.265625
	Iteration 47Q: 3 clusters Score -1171084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1171083.375000 Penalty: 2985.265625
	Iteration 48Q: 3 clusters Score -1171083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1171085.625000 Penalty: 2985.265625
	Iteration 49Q: 3 clusters Score -1171086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1171089.750000 Penalty: 2985.265625
	Iteration 50Q: 3 clusters Score -1171090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1171090.375000 Penalty: 2985.265625
	Iteration 51Q: 3 clusters Score -1171090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1171090.250000 Penalty: 2985.265625
	Iteration 52Q: 3 clusters Score -1171090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1171091.750000 Penalty: 2985.265625
	Iteration 53Q: 3 clusters Score -1171092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1171097.250000 Penalty: 2985.265625
	Iteration 54Q: 3 clusters Score -1171097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1171095.250000 Penalty: 2985.265625
	Iteration 55Q: 3 clusters Score -1171095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1171094.750000 Penalty: 2985.265625
	Iteration 56Q: 3 clusters Score -1171095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1171099.000000 Penalty: 2985.265625
	Iteration 57Q: 3 clusters Score -1171099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1171100.250000 Penalty: 2985.265625
	Iteration 58Q: 3 clusters Score -1171100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1171102.000000 Penalty: 2985.265625
	Iteration 59Q: 3 clusters Score -1171102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1171103.125000 Penalty: 2985.265625
	Iteration 60F: 3 clusters Score -1171103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1171104.000000 Penalty: 2985.265625
	Iteration 61Q: 3 clusters Score -1171104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1171102.875000 Penalty: 2985.265625
	Iteration 62Q: 3 clusters Score -1171103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1171102.625000 Penalty: 2985.265625
	Iteration 63Q: 3 clusters Score -1171103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1171104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1171103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1171105.375000 Penalty: 2985.265625
	Iteration 66Q: 3 clusters Score -1171105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1171104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1171105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1171105 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1171105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1171104.875000 Penalty: 2985.265625
	Iteration 71Q: 3 clusters Score -1171105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1171105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1171106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1171106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1171107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1171106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1171108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1171108.250000 Penalty: 2985.265625
	Iteration 78F: 3 clusters Score -1171108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 81763 members 
Mstep: Class 6 contains 29102 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 95534 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 8467 members 
Mstep: Class 13 contains 9795 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 98240 members 
Mstep: Class 16 contains 94928 members 
Mstep: Class 17 contains 72842 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 79791 members 
Mstep: Class 20 contains 3766 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 88857 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 6393 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 94763 members 
Mstep: Class 30 contains 1446 members 
Mstep: Class 31 contains 9754 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 31 clusters Score -1.022014e+08 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 81983 members 
Mstep: Class 6 contains 29061 members 
Mstep: Class 7 contains 6246 members 
Mstep: Class 8 contains 95488 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 8492 members 
Mstep: Class 13 contains 9761 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 98188 members 
Mstep: Class 16 contains 94941 members 
Mstep: Class 17 contains 73807 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 3765 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 88660 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 7616 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 6361 members 
Mstep: Class 28 contains 849 members 
Mstep: Class 29 contains 94039 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 9775 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 31 clusters Score -1.022023e+08 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 82210 members 
Mstep: Class 6 contains 29009 members 
Mstep: Class 7 contains 6266 members 
Mstep: Class 8 contains 95481 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2697 members 
Mstep: Class 12 contains 8497 members 
Mstep: Class 13 contains 9728 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 97982 members 
Mstep: Class 16 contains 94929 members 
Mstep: Class 17 contains 75016 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 79518 members 
Mstep: Class 20 contains 3760 members 
Mstep: Class 21 contains 3566 members 
Mstep: Class 22 contains 88272 members 
Mstep: Class 23 contains 2708 members 
Mstep: Class 24 contains 7597 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 6551 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 93283 members 
Mstep: Class 30 contains 1462 members 
Mstep: Class 31 contains 9811 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 31 clusters Score -1.022024e+08 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 82430 members 
Mstep: Class 6 contains 28961 members 
Mstep: Class 7 contains 6280 members 
Mstep: Class 8 contains 95494 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2701 members 
Mstep: Class 12 contains 8484 members 
Mstep: Class 13 contains 9681 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 97734 members 
Mstep: Class 16 contains 94900 members 
Mstep: Class 17 contains 76237 members 
Mstep: Class 18 contains 404 members 
Mstep: Class 19 contains 79392 members 
Mstep: Class 20 contains 3760 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 22 contains 87860 members 
Mstep: Class 23 contains 2705 members 
Mstep: Class 24 contains 7579 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 5589 members 
Mstep: Class 27 contains 6759 members 
Mstep: Class 28 contains 851 members 
Mstep: Class 29 contains 92568 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 9832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102203328.000000 Penalty: 66507.656250
Iteration 82Q: 31 clusters Score -1.022033e+08 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 82670 members 
Mstep: Class 6 contains 28934 members 
Mstep: Class 7 contains 6303 members 
Mstep: Class 8 contains 95543 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2705 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 9629 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 97324 members 
Mstep: Class 16 contains 94838 members 
Mstep: Class 17 contains 77607 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 79268 members 
Mstep: Class 20 contains 3761 members 
Mstep: Class 21 contains 3557 members 
Mstep: Class 22 contains 87423 members 
Mstep: Class 23 contains 2705 members 
Mstep: Class 24 contains 7562 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 5635 members 
Mstep: Class 27 contains 6969 members 
Mstep: Class 28 contains 854 members 
Mstep: Class 29 contains 91807 members 
Mstep: Class 30 contains 1477 members 
Mstep: Class 31 contains 9856 members 
Entering Unmasked Estep 
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Iteration 83Q: 31 clusters Score -1.022039e+08 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 82857 members 
Mstep: Class 6 contains 28905 members 
Mstep: Class 7 contains 6321 members 
Mstep: Class 8 contains 95599 members 
Mstep: Class 10 contains 343 members 
Mstep: Class 11 contains 2710 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 9598 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 96964 members 
Mstep: Class 16 contains 94772 members 
Mstep: Class 17 contains 78973 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 79140 members 
Mstep: Class 20 contains 3764 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 86962 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 7540 members 
Mstep: Class 25 contains 1258 members 
Mstep: Class 26 contains 5681 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 850 members 
Mstep: Class 29 contains 91008 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 9874 members 
Entering Unmasked Estep 
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Iteration 84Q: 31 clusters Score -1.022045e+08 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2812 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 83019 members 
Mstep: Class 6 contains 28868 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 95641 members 
Mstep: Class 10 contains 342 members 
Mstep: Class 11 contains 2714 members 
Mstep: Class 12 contains 8470 members 
Mstep: Class 13 contains 9565 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 96679 members 
Mstep: Class 16 contains 94702 members 
Mstep: Class 17 contains 80248 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 78952 members 
Mstep: Class 20 contains 3763 members 
Mstep: Class 21 contains 3551 members 
Mstep: Class 22 contains 86484 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 7520 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 5719 members 
Mstep: Class 27 contains 7535 members 
Mstep: Class 28 contains 847 members 
Mstep: Class 29 contains 90333 members 
Mstep: Class 30 contains 1484 members 
Mstep: Class 31 contains 9897 members 
Entering Unmasked Estep 
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Iteration 85Q: 31 clusters Score -1.022054e+08 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 83192 members 
Mstep: Class 6 contains 28842 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 95669 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 2716 members 
Mstep: Class 12 contains 8453 members 
Mstep: Class 13 contains 9531 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 96404 members 
Mstep: Class 16 contains 94655 members 
Mstep: Class 17 contains 81447 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 78730 members 
Mstep: Class 20 contains 3763 members 
Mstep: Class 21 contains 3547 members 
Mstep: Class 22 contains 86054 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 7496 members 
Mstep: Class 25 contains 1261 members 
Mstep: Class 26 contains 5755 members 
Mstep: Class 27 contains 7839 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 89709 members 
Mstep: Class 30 contains 1485 members 
Mstep: Class 31 contains 9914 members 
Entering Unmasked Estep 
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Iteration 86Q: 31 clusters Score -1.022055e+08 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 83343 members 
Mstep: Class 6 contains 28824 members 
Mstep: Class 7 contains 6390 members 
Mstep: Class 8 contains 95701 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2720 members 
Mstep: Class 12 contains 8436 members 
Mstep: Class 13 contains 9512 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 96129 members 
Mstep: Class 16 contains 94609 members 
Mstep: Class 17 contains 82543 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 78485 members 
Mstep: Class 20 contains 3762 members 
Mstep: Class 21 contains 3543 members 
Mstep: Class 22 contains 85653 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 7469 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 5781 members 
Mstep: Class 27 contains 8178 members 
Mstep: Class 28 contains 848 members 
Mstep: Class 29 contains 89138 members 
Mstep: Class 30 contains 1486 members 
Mstep: Class 31 contains 9922 members 
Entering Unmasked Estep 
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Iteration 87Q: 31 clusters Score -1.022066e+08 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 83509 members 
Mstep: Class 6 contains 28806 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 95740 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 8408 members 
Mstep: Class 13 contains 9493 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 95706 members 
Mstep: Class 16 contains 94560 members 
Mstep: Class 17 contains 84153 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 78209 members 
Mstep: Class 20 contains 3768 members 
Mstep: Class 21 contains 3543 members 
Mstep: Class 22 contains 85265 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 7442 members 
Mstep: Class 25 contains 1269 members 
Mstep: Class 26 contains 5813 members 
Mstep: Class 27 contains 8500 members 
Mstep: Class 28 contains 847 members 
Mstep: Class 29 contains 88215 members 
Mstep: Class 30 contains 1488 members 
Mstep: Class 31 contains 9935 members 
Entering Unmasked Estep 
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Iteration 88Q: 31 clusters Score -1.022076e+08 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 83685 members 
Mstep: Class 6 contains 28795 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 95752 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 9472 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 95132 members 
Mstep: Class 16 contains 94535 members 
Mstep: Class 17 contains 85993 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 77952 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 84882 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 7424 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 5840 members 
Mstep: Class 27 contains 8814 members 
Mstep: Class 28 contains 846 members 
Mstep: Class 29 contains 87197 members 
Mstep: Class 30 contains 1492 members 
Mstep: Class 31 contains 9953 members 
Entering Unmasked Estep 
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Iteration 89Q: 31 clusters Score -1.022086e+08 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2825 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 83851 members 
Mstep: Class 6 contains 28781 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 95766 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 8338 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 94387 members 
Mstep: Class 16 contains 94523 members 
Mstep: Class 17 contains 88268 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 77685 members 
Mstep: Class 20 contains 3774 members 
Mstep: Class 21 contains 3538 members 
Mstep: Class 22 contains 84392 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 7413 members 
Mstep: Class 25 contains 1271 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 9088 members 
Mstep: Class 28 contains 846 members 
Mstep: Class 29 contains 86058 members 
Mstep: Class 30 contains 1496 members 
Mstep: Class 31 contains 9979 members 
Entering Unmasked Estep 
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Iteration 90Q: 31 clusters Score -1.022101e+08 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2825 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 83959 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 6443 members 
Mstep: Class 8 contains 95775 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 8317 members 
Mstep: Class 13 contains 9454 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 93676 members 
Mstep: Class 16 contains 94518 members 
Mstep: Class 17 contains 90580 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 77360 members 
Mstep: Class 20 contains 3776 members 
Mstep: Class 21 contains 3529 members 
Mstep: Class 22 contains 83909 members 
Mstep: Class 23 contains 2697 members 
Mstep: Class 24 contains 7403 members 
Mstep: Class 25 contains 1274 members 
Mstep: Class 26 contains 5879 members 
Mstep: Class 27 contains 9260 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 85036 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 10001 members 
Entering Unmasked Estep 
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Iteration 91Q: 31 clusters Score -1.022106e+08 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2825 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 84010 members 
Mstep: Class 6 contains 28739 members 
Mstep: Class 7 contains 6458 members 
Mstep: Class 8 contains 95776 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 13 contains 9447 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 93100 members 
Mstep: Class 16 contains 94530 members 
Mstep: Class 17 contains 92639 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 76980 members 
Mstep: Class 20 contains 3777 members 
Mstep: Class 21 contains 3520 members 
Mstep: Class 22 contains 83505 members 
Mstep: Class 23 contains 2699 members 
Mstep: Class 24 contains 7389 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 9368 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 84251 members 
Mstep: Class 30 contains 1504 members 
Mstep: Class 31 contains 10021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210760.000000 Penalty: 66507.656250
Iteration 92Q: 31 clusters Score -1.022108e+08 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 84069 members 
Mstep: Class 6 contains 28718 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 95794 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 8270 members 
Mstep: Class 13 contains 9451 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 92674 members 
Mstep: Class 16 contains 94532 members 
Mstep: Class 17 contains 94020 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 76568 members 
Mstep: Class 20 contains 3776 members 
Mstep: Class 21 contains 3510 members 
Mstep: Class 22 contains 83084 members 
Mstep: Class 23 contains 2705 members 
Mstep: Class 24 contains 7365 members 
Mstep: Class 25 contains 1276 members 
Mstep: Class 26 contains 5909 members 
Mstep: Class 27 contains 9498 members 
Mstep: Class 28 contains 846 members 
Mstep: Class 29 contains 84009 members 
Mstep: Class 30 contains 1504 members 
Mstep: Class 31 contains 10038 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 31 clusters Score -1.022109e+08 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 84099 members 
Mstep: Class 6 contains 28697 members 
Mstep: Class 7 contains 6481 members 
Mstep: Class 8 contains 95813 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 8264 members 
Mstep: Class 13 contains 9451 members 
Mstep: Class 14 contains 2651 members 
Mstep: Class 15 contains 92451 members 
Mstep: Class 16 contains 94517 members 
Mstep: Class 17 contains 94669 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 76209 members 
Mstep: Class 20 contains 3777 members 
Mstep: Class 21 contains 3503 members 
Mstep: Class 22 contains 82674 members 
Mstep: Class 23 contains 2705 members 
Mstep: Class 24 contains 7342 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 9656 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 84237 members 
Mstep: Class 30 contains 1505 members 
Mstep: Class 31 contains 10061 members 
Entering Unmasked Estep 
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Iteration 94Q: 31 clusters Score -1.022105e+08 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2827 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 84213 members 
Mstep: Class 6 contains 28672 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 95828 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 8251 members 
Mstep: Class 13 contains 9442 members 
Mstep: Class 14 contains 2651 members 
Mstep: Class 15 contains 92323 members 
Mstep: Class 16 contains 94507 members 
Mstep: Class 17 contains 94970 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 75826 members 
Mstep: Class 20 contains 3776 members 
Mstep: Class 21 contains 3497 members 
Mstep: Class 22 contains 82313 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 7334 members 
Mstep: Class 25 contains 1280 members 
Mstep: Class 26 contains 5940 members 
Mstep: Class 27 contains 9844 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 84566 members 
Mstep: Class 30 contains 1506 members 
Mstep: Class 31 contains 10078 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 31 clusters Score -1.022104e+08 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 84359 members 
Mstep: Class 6 contains 28650 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 95831 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 8232 members 
Mstep: Class 13 contains 9441 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 92306 members 
Mstep: Class 16 contains 94511 members 
Mstep: Class 17 contains 94848 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 75481 members 
Mstep: Class 20 contains 3775 members 
Mstep: Class 21 contains 3490 members 
Mstep: Class 22 contains 82047 members 
Mstep: Class 23 contains 2703 members 
Mstep: Class 24 contains 7326 members 
Mstep: Class 25 contains 1282 members 
Mstep: Class 26 contains 5952 members 
Mstep: Class 27 contains 10050 members 
Mstep: Class 28 contains 845 members 
Mstep: Class 29 contains 85032 members 
Mstep: Class 30 contains 1508 members 
Mstep: Class 31 contains 10096 members 
Entering Unmasked Estep 
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Iteration 96Q: 31 clusters Score -1.022096e+08 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 84566 members 
Mstep: Class 6 contains 28628 members 
Mstep: Class 7 contains 6513 members 
Mstep: Class 8 contains 95806 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 8241 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 92362 members 
Mstep: Class 16 contains 94542 members 
Mstep: Class 17 contains 94482 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 75128 members 
Mstep: Class 20 contains 3777 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 81901 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 7303 members 
Mstep: Class 25 contains 1283 members 
Mstep: Class 26 contains 5964 members 
Mstep: Class 27 contains 10249 members 
Mstep: Class 28 contains 844 members 
Mstep: Class 29 contains 85483 members 
Mstep: Class 30 contains 1509 members 
Mstep: Class 31 contains 10112 members 
Entering Unmasked Estep 
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Iteration 97Q: 31 clusters Score -1.022092e+08 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2836 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 84759 members 
Mstep: Class 6 contains 28607 members 
Mstep: Class 7 contains 6523 members 
Mstep: Class 8 contains 95795 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 8246 members 
Mstep: Class 13 contains 9432 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 92472 members 
Mstep: Class 16 contains 94556 members 
Mstep: Class 17 contains 94051 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 74828 members 
Mstep: Class 20 contains 3778 members 
Mstep: Class 21 contains 3480 members 
Mstep: Class 22 contains 81825 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 7285 members 
Mstep: Class 25 contains 1283 members 
Mstep: Class 26 contains 5972 members 
Mstep: Class 27 contains 10434 members 
Mstep: Class 28 contains 843 members 
Mstep: Class 29 contains 85837 members 
Mstep: Class 30 contains 1510 members 
Mstep: Class 31 contains 10137 members 
Entering Unmasked Estep 
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Iteration 98Q: 31 clusters Score -1.02209e+08 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 84977 members 
Mstep: Class 6 contains 28593 members 
Mstep: Class 7 contains 6534 members 
Mstep: Class 8 contains 95786 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 12 contains 8252 members 
Mstep: Class 13 contains 9430 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 92577 members 
Mstep: Class 16 contains 94555 members 
Mstep: Class 17 contains 93414 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 74576 members 
Mstep: Class 20 contains 3778 members 
Mstep: Class 21 contains 3474 members 
Mstep: Class 22 contains 81799 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 7266 members 
Mstep: Class 25 contains 1283 members 
Mstep: Class 26 contains 5987 members 
Mstep: Class 27 contains 10639 members 
Mstep: Class 28 contains 843 members 
Mstep: Class 29 contains 86279 members 
Mstep: Class 30 contains 1511 members 
Mstep: Class 31 contains 10151 members 
Entering Unmasked Estep 
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Iteration 99Q: 31 clusters Score -1.022089e+08 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2839 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 85191 members 
Mstep: Class 6 contains 28582 members 
Mstep: Class 7 contains 6548 members 
Mstep: Class 8 contains 95791 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 8269 members 
Mstep: Class 13 contains 9428 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 92647 members 
Mstep: Class 16 contains 94557 members 
Mstep: Class 17 contains 92880 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 74340 members 
Mstep: Class 20 contains 3777 members 
Mstep: Class 21 contains 3470 members 
Mstep: Class 22 contains 81779 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 7249 members 
Mstep: Class 25 contains 1285 members 
Mstep: Class 26 contains 5999 members 
Mstep: Class 27 contains 10850 members 
Mstep: Class 28 contains 843 members 
Mstep: Class 29 contains 86582 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 10167 members 
Entering Unmasked Estep 
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Iteration 100F: 31 clusters Score -1.022089e+08 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2839 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 85415 members 
Mstep: Class 6 contains 28568 members 
Mstep: Class 7 contains 6556 members 
Mstep: Class 8 contains 95789 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 8269 members 
Mstep: Class 13 contains 9416 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 92530 members 
Mstep: Class 16 contains 94555 members 
Mstep: Class 17 contains 92646 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 74088 members 
Mstep: Class 20 contains 3775 members 
Mstep: Class 21 contains 3463 members 
Mstep: Class 22 contains 81759 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 7236 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 6013 members 
Mstep: Class 27 contains 11319 members 
Mstep: Class 28 contains 842 members 
Mstep: Class 29 contains 86562 members 
Mstep: Class 30 contains 1515 members 
Mstep: Class 31 contains 10184 members 
Entering Unmasked Estep 
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Iteration 101Q: 31 clusters Score -1.022086e+08 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 85589 members 
Mstep: Class 6 contains 28556 members 
Mstep: Class 7 contains 6560 members 
Mstep: Class 8 contains 95787 members 
Mstep: Class 10 contains 341 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 8260 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 92512 members 
Mstep: Class 16 contains 94559 members 
Mstep: Class 17 contains 92289 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 73827 members 
Mstep: Class 20 contains 3775 members 
Mstep: Class 21 contains 3457 members 
Mstep: Class 22 contains 81817 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 7227 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 6030 members 
Mstep: Class 27 contains 11753 members 
Mstep: Class 28 contains 842 members 
Mstep: Class 29 contains 86566 members 
Mstep: Class 30 contains 1515 members 
Mstep: Class 31 contains 10211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102208920.000000 Penalty: 66507.656250
Iteration 102Q: 31 clusters Score -1.022089e+08 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 85761 members 
Mstep: Class 6 contains 28538 members 
Mstep: Class 7 contains 6573 members 
Mstep: Class 8 contains 95783 members 
Mstep: Class 10 contains 342 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 8275 members 
Mstep: Class 13 contains 9389 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 92500 members 
Mstep: Class 16 contains 94555 members 
Mstep: Class 17 contains 91905 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 73588 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 81848 members 
Mstep: Class 23 contains 2703 members 
Mstep: Class 24 contains 7210 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 6049 members 
Mstep: Class 27 contains 12169 members 
Mstep: Class 28 contains 841 members 
Mstep: Class 29 contains 86599 members 
Mstep: Class 30 contains 1515 members 
Mstep: Class 31 contains 10243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102208912.000000 Penalty: 66507.656250
Iteration 103Q: 31 clusters Score -1.022089e+08 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2834 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 85940 members 
Mstep: Class 6 contains 28525 members 
Mstep: Class 7 contains 6586 members 
Mstep: Class 8 contains 95776 members 
Mstep: Class 10 contains 343 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 8295 members 
Mstep: Class 13 contains 9386 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 92476 members 
Mstep: Class 16 contains 94561 members 
Mstep: Class 17 contains 91521 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 73352 members 
Mstep: Class 20 contains 3771 members 
Mstep: Class 21 contains 3438 members 
Mstep: Class 22 contains 81837 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 7195 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 6065 members 
Mstep: Class 27 contains 12580 members 
Mstep: Class 28 contains 840 members 
Mstep: Class 29 contains 86662 members 
Mstep: Class 30 contains 1516 members 
Mstep: Class 31 contains 10266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209176.000000 Penalty: 66507.656250
Iteration 104Q: 31 clusters Score -1.022092e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 86151 members 
Mstep: Class 6 contains 28509 members 
Mstep: Class 7 contains 6591 members 
Mstep: Class 8 contains 95767 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 9391 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 92382 members 
Mstep: Class 16 contains 94559 members 
Mstep: Class 17 contains 91095 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 73198 members 
Mstep: Class 20 contains 3771 members 
Mstep: Class 21 contains 3435 members 
Mstep: Class 22 contains 81830 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 7186 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 6075 members 
Mstep: Class 27 contains 13023 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 86697 members 
Mstep: Class 30 contains 1516 members 
Mstep: Class 31 contains 10294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209584.000000 Penalty: 66507.656250
Iteration 105Q: 31 clusters Score -1.022096e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2839 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 86325 members 
Mstep: Class 6 contains 28502 members 
Mstep: Class 7 contains 6602 members 
Mstep: Class 8 contains 95767 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 8313 members 
Mstep: Class 13 contains 9387 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 92275 members 
Mstep: Class 16 contains 94559 members 
Mstep: Class 17 contains 90743 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 73033 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 21 contains 3430 members 
Mstep: Class 22 contains 81813 members 
Mstep: Class 23 contains 2697 members 
Mstep: Class 24 contains 7179 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 6087 members 
Mstep: Class 27 contains 13496 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 86685 members 
Mstep: Class 30 contains 1519 members 
Mstep: Class 31 contains 10313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209672.000000 Penalty: 66507.656250
Iteration 106Q: 31 clusters Score -1.022097e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 86508 members 
Mstep: Class 6 contains 28499 members 
Mstep: Class 7 contains 6620 members 
Mstep: Class 8 contains 95756 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 9386 members 
Mstep: Class 14 contains 2649 members 
Mstep: Class 15 contains 92157 members 
Mstep: Class 16 contains 94566 members 
Mstep: Class 17 contains 90474 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 72866 members 
Mstep: Class 20 contains 3769 members 
Mstep: Class 21 contains 3424 members 
Mstep: Class 22 contains 81813 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 7168 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 13974 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 86588 members 
Mstep: Class 30 contains 1521 members 
Mstep: Class 31 contains 10329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209776.000000 Penalty: 66507.656250
Iteration 107Q: 31 clusters Score -1.022098e+08 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2843 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 86688 members 
Mstep: Class 6 contains 28498 members 
Mstep: Class 7 contains 6640 members 
Mstep: Class 8 contains 95741 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 9388 members 
Mstep: Class 14 contains 2651 members 
Mstep: Class 15 contains 91946 members 
Mstep: Class 16 contains 94566 members 
Mstep: Class 17 contains 90197 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 72719 members 
Mstep: Class 20 contains 3770 members 
Mstep: Class 21 contains 3426 members 
Mstep: Class 22 contains 81795 members 
Mstep: Class 23 contains 2686 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 6104 members 
Mstep: Class 27 contains 14484 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 86553 members 
Mstep: Class 30 contains 1523 members 
Mstep: Class 31 contains 10347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209704.000000 Penalty: 66507.656250
Iteration 108Q: 31 clusters Score -1.022097e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 86839 members 
Mstep: Class 6 contains 28502 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 95733 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 8315 members 
Mstep: Class 13 contains 9391 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 91762 members 
Mstep: Class 16 contains 94576 members 
Mstep: Class 17 contains 89911 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 72607 members 
Mstep: Class 20 contains 3767 members 
Mstep: Class 21 contains 3426 members 
Mstep: Class 22 contains 81760 members 
Mstep: Class 23 contains 2684 members 
Mstep: Class 24 contains 7146 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 6103 members 
Mstep: Class 27 contains 14987 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 86509 members 
Mstep: Class 30 contains 1523 members 
Mstep: Class 31 contains 10362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210272.000000 Penalty: 66507.656250
Iteration 109Q: 31 clusters Score -1.022103e+08 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 86977 members 
Mstep: Class 6 contains 28505 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 95750 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 8321 members 
Mstep: Class 13 contains 9381 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 91583 members 
Mstep: Class 16 contains 94573 members 
Mstep: Class 17 contains 89705 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 72470 members 
Mstep: Class 20 contains 3769 members 
Mstep: Class 21 contains 3428 members 
Mstep: Class 22 contains 81738 members 
Mstep: Class 23 contains 2681 members 
Mstep: Class 24 contains 7141 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 15482 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 86398 members 
Mstep: Class 30 contains 1524 members 
Mstep: Class 31 contains 10380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210624.000000 Penalty: 66507.656250
Iteration 110Q: 31 clusters Score -1.022106e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87125 members 
Mstep: Class 6 contains 28513 members 
Mstep: Class 7 contains 6677 members 
Mstep: Class 8 contains 95753 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 8328 members 
Mstep: Class 13 contains 9371 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 91378 members 
Mstep: Class 16 contains 94571 members 
Mstep: Class 17 contains 89495 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 72340 members 
Mstep: Class 20 contains 3770 members 
Mstep: Class 21 contains 3428 members 
Mstep: Class 22 contains 81737 members 
Mstep: Class 23 contains 2678 members 
Mstep: Class 24 contains 7135 members 
Mstep: Class 25 contains 1288 members 
Mstep: Class 26 contains 6111 members 
Mstep: Class 27 contains 15983 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 86306 members 
Mstep: Class 30 contains 1525 members 
Mstep: Class 31 contains 10388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210856.000000 Penalty: 66507.656250
Iteration 111Q: 31 clusters Score -1.022109e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87220 members 
Mstep: Class 6 contains 28511 members 
Mstep: Class 7 contains 6682 members 
Mstep: Class 8 contains 95736 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 9369 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 91289 members 
Mstep: Class 16 contains 94586 members 
Mstep: Class 17 contains 89293 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 72211 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 21 contains 3424 members 
Mstep: Class 22 contains 81711 members 
Mstep: Class 23 contains 2673 members 
Mstep: Class 24 contains 7126 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 6118 members 
Mstep: Class 27 contains 16446 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 86218 members 
Mstep: Class 30 contains 1528 members 
Mstep: Class 31 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210680.000000 Penalty: 66507.656250
Iteration 112Q: 31 clusters Score -1.022107e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87309 members 
Mstep: Class 6 contains 28506 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 95736 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 8345 members 
Mstep: Class 13 contains 9365 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 91172 members 
Mstep: Class 16 contains 94597 members 
Mstep: Class 17 contains 89132 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 72108 members 
Mstep: Class 20 contains 3771 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 81676 members 
Mstep: Class 23 contains 2674 members 
Mstep: Class 24 contains 7121 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 6124 members 
Mstep: Class 27 contains 16869 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 86143 members 
Mstep: Class 30 contains 1530 members 
Mstep: Class 31 contains 10418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211080.000000 Penalty: 66507.656250
Iteration 113Q: 31 clusters Score -1.022111e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87428 members 
Mstep: Class 6 contains 28501 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 95739 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 8344 members 
Mstep: Class 13 contains 9363 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 91051 members 
Mstep: Class 16 contains 94608 members 
Mstep: Class 17 contains 88946 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71982 members 
Mstep: Class 20 contains 3768 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 81623 members 
Mstep: Class 23 contains 2676 members 
Mstep: Class 24 contains 7118 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 86095 members 
Mstep: Class 30 contains 1531 members 
Mstep: Class 31 contains 10428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211520.000000 Penalty: 66507.656250
Iteration 114Q: 31 clusters Score -1.022115e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87541 members 
Mstep: Class 6 contains 28493 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 95730 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 8345 members 
Mstep: Class 13 contains 9354 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 90918 members 
Mstep: Class 16 contains 94619 members 
Mstep: Class 17 contains 88859 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71844 members 
Mstep: Class 20 contains 3766 members 
Mstep: Class 21 contains 3422 members 
Mstep: Class 22 contains 81600 members 
Mstep: Class 23 contains 2676 members 
Mstep: Class 24 contains 7116 members 
Mstep: Class 25 contains 1292 members 
Mstep: Class 26 contains 6133 members 
Mstep: Class 27 contains 17709 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 86009 members 
Mstep: Class 30 contains 1531 members 
Mstep: Class 31 contains 10437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211928.000000 Penalty: 66507.656250
Iteration 115Q: 31 clusters Score -1.022119e+08 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87651 members 
Mstep: Class 6 contains 28498 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 95742 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 8339 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 90779 members 
Mstep: Class 16 contains 94617 members 
Mstep: Class 17 contains 88755 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71694 members 
Mstep: Class 20 contains 3768 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 81544 members 
Mstep: Class 23 contains 2676 members 
Mstep: Class 24 contains 7113 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 6134 members 
Mstep: Class 27 contains 18114 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 85966 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 10447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212208.000000 Penalty: 66507.656250
Iteration 116Q: 31 clusters Score -1.022122e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87764 members 
Mstep: Class 6 contains 28502 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 95753 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 8335 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 90617 members 
Mstep: Class 16 contains 94605 members 
Mstep: Class 17 contains 88637 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71541 members 
Mstep: Class 20 contains 3765 members 
Mstep: Class 21 contains 3419 members 
Mstep: Class 22 contains 81485 members 
Mstep: Class 23 contains 2679 members 
Mstep: Class 24 contains 7109 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6136 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 85956 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 10461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212600.000000 Penalty: 66507.656250
Iteration 117Q: 31 clusters Score -1.022126e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87872 members 
Mstep: Class 6 contains 28506 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 95749 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 8323 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 90517 members 
Mstep: Class 16 contains 94603 members 
Mstep: Class 17 contains 88516 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71383 members 
Mstep: Class 20 contains 3767 members 
Mstep: Class 21 contains 3420 members 
Mstep: Class 22 contains 81425 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 7106 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 18933 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 85915 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 10472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213128.000000 Penalty: 66507.656250
Iteration 118Q: 31 clusters Score -1.022131e+08 nChanged 2142
Entering ConstructFrom: 
Score: -102213128.000000 Penalty: 66507.656250
Entering ConstructFrom: 
Trying to split cluster 1 (26298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Entering Unmasked Estep 
Score: -3170661.750000 Penalty: 1653.802856
	Iteration 0F: 2 clusters Score -3170662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3152855.250000 Penalty: 3307.605713
	Iteration 0F: 3 clusters Score -3152855 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3159351.500000 Penalty: 3307.605713
	Iteration 1F: 3 clusters Score -3159352 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3159625.500000 Penalty: 3307.605713
	Iteration 2Q: 3 clusters Score -3159626 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3159878.750000 Penalty: 3307.605713
	Iteration 3Q: 3 clusters Score -3159879 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3160142.000000 Penalty: 3307.605713
	Iteration 4Q: 3 clusters Score -3160142 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3160469.500000 Penalty: 3307.605713
	Iteration 5Q: 3 clusters Score -3160470 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3160898.250000 Penalty: 3307.605713
	Iteration 6Q: 3 clusters Score -3160898 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3161519.000000 Penalty: 3307.605713
	Iteration 7Q: 3 clusters Score -3161519 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3162403.750000 Penalty: 3307.605713
	Iteration 8F: 3 clusters Score -3162404 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3163633.250000 Penalty: 3307.605713
	Iteration 9F: 3 clusters Score -3163633 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3165162.750000 Penalty: 3307.605713
	Iteration 10F: 3 clusters Score -3165163 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3166559.750000 Penalty: 3307.605713
	Iteration 11F: 3 clusters Score -3166560 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3167494.750000 Penalty: 3307.605713
	Iteration 12F: 3 clusters Score -3167495 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3168015.250000 Penalty: 3307.605713
	Iteration 13Q: 3 clusters Score -3168015 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3168420.250000 Penalty: 3307.605713
	Iteration 14Q: 3 clusters Score -3168420 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -3168759.750000 Penalty: 3307.605713
	Iteration 15Q: 3 clusters Score -3168760 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3169031.500000 Penalty: 3307.605713
	Iteration 16Q: 3 clusters Score -3169032 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3169225.750000 Penalty: 3307.605713
	Iteration 17Q: 3 clusters Score -3169226 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3169356.500000 Penalty: 3307.605713
	Iteration 18Q: 3 clusters Score -3169356 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3169460.500000 Penalty: 3307.605713
	Iteration 19Q: 3 clusters Score -3169460 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3169512.750000 Penalty: 3307.605713
	Iteration 20F: 3 clusters Score -3169513 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -3169560.250000 Penalty: 3307.605713
	Iteration 21Q: 3 clusters Score -3169560 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3169577.000000 Penalty: 3307.605713
	Iteration 22Q: 3 clusters Score -3169577 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3169608.750000 Penalty: 3307.605713
	Iteration 23Q: 3 clusters Score -3169609 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3169637.750000 Penalty: 3307.605713
	Iteration 24Q: 3 clusters Score -3169638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3169653.000000 Penalty: 3307.605713
	Iteration 25Q: 3 clusters Score -3169653 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3169643.750000 Penalty: 3307.605713
	Iteration 26Q: 3 clusters Score -3169644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3169649.250000 Penalty: 3307.605713
	Iteration 27Q: 3 clusters Score -3169649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3169656.000000 Penalty: 3307.605713
	Iteration 28Q: 3 clusters Score -3169656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3169666.500000 Penalty: 3307.605713
	Iteration 29Q: 3 clusters Score -3169666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3169681.250000 Penalty: 3307.605713
	Iteration 30Q: 3 clusters Score -3169681 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3169691.750000 Penalty: 3307.605713
	Iteration 31Q: 3 clusters Score -3169692 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3169715.750000 Penalty: 3307.605713
	Iteration 32Q: 3 clusters Score -3169716 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3169729.250000 Penalty: 3307.605713
	Iteration 33Q: 3 clusters Score -3169729 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3169741.000000 Penalty: 3307.605713
	Iteration 34Q: 3 clusters Score -3169741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3169757.500000 Penalty: 3307.605713
	Iteration 35Q: 3 clusters Score -3169758 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3169763.500000 Penalty: 3307.605713
	Iteration 36Q: 3 clusters Score -3169764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3169774.750000 Penalty: 3307.605713
	Iteration 37Q: 3 clusters Score -3169775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -3169775.750000 Penalty: 3307.605713
	Iteration 38Q: 3 clusters Score -3169776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3169787.250000 Penalty: 3307.605713
	Iteration 39Q: 3 clusters Score -3169787 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3169792.250000 Penalty: 3307.605713
	Iteration 40F: 3 clusters Score -3169792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3169795 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3169808.250000 Penalty: 3307.605713
	Iteration 42Q: 3 clusters Score -3169808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3169817.250000 Penalty: 3307.605713
	Iteration 43Q: 3 clusters Score -3169817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3169824.250000 Penalty: 3307.605713
	Iteration 44Q: 3 clusters Score -3169824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3169830.500000 Penalty: 3307.605713
	Iteration 45Q: 3 clusters Score -3169830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3169843.000000 Penalty: 3307.605713
	Iteration 46Q: 3 clusters Score -3169843 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3169851.500000 Penalty: 3307.605713
	Iteration 47Q: 3 clusters Score -3169852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -3169864.750000 Penalty: 3307.605713
	Iteration 48Q: 3 clusters Score -3169865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3169868.000000 Penalty: 3307.605713
	Iteration 49Q: 3 clusters Score -3169868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3169872.000000 Penalty: 3307.605713
	Iteration 50Q: 3 clusters Score -3169872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3169874.250000 Penalty: 3307.605713
	Iteration 51Q: 3 clusters Score -3169874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3169877.250000 Penalty: 3307.605713
	Iteration 52Q: 3 clusters Score -3169877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3169883.750000 Penalty: 3307.605713
	Iteration 53Q: 3 clusters Score -3169884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3169884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3169885.000000 Penalty: 3307.605713
	Iteration 55Q: 3 clusters Score -3169885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3169885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3169882.000000 Penalty: 3307.605713
	Iteration 57Q: 3 clusters Score -3169882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3169885.250000 Penalty: 3307.605713
	Iteration 58Q: 3 clusters Score -3169885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3169881.750000 Penalty: 3307.605713
	Iteration 59Q: 3 clusters Score -3169882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3169888.250000 Penalty: 3307.605713
	Iteration 60F: 3 clusters Score -3169888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3169888.750000 Penalty: 3307.605713
	Iteration 61Q: 3 clusters Score -3169889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3169893.250000 Penalty: 3307.605713
	Iteration 62Q: 3 clusters Score -3169893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3169894.000000 Penalty: 3307.605713
	Iteration 63Q: 3 clusters Score -3169894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3169892.750000 Penalty: 3307.605713
	Iteration 64Q: 3 clusters Score -3169893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3169889.500000 Penalty: 3307.605713
	Iteration 65Q: 3 clusters Score -3169890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3169895.000000 Penalty: 3307.605713
	Iteration 66Q: 3 clusters Score -3169895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3169893.750000 Penalty: 3307.605713
	Iteration 67Q: 3 clusters Score -3169894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3169895.000000 Penalty: 3307.605713
	Iteration 68Q: 3 clusters Score -3169895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3169897.000000 Penalty: 3307.605713
	Iteration 69Q: 3 clusters Score -3169897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3169892.000000 Penalty: 3307.605713
	Iteration 70Q: 3 clusters Score -3169892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3169893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3169889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3169891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3169891.500000 Penalty: 3307.605713
	Iteration 74Q: 3 clusters Score -3169892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3169888.000000 Penalty: 3307.605713
	Iteration 75Q: 3 clusters Score -3169888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3169890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3169890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3169890.750000 Penalty: 3307.605713
	Iteration 78Q: 3 clusters Score -3169891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -3169893.250000 Penalty: 3307.605713
	Iteration 79Q: 3 clusters Score -3169893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3169895.750000 Penalty: 3307.605713
	Iteration 80F: 3 clusters Score -3169896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3169892.500000 Penalty: 3307.605713
	Iteration 81Q: 3 clusters Score -3169892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3169892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3169893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3169897.250000 Penalty: 3307.605713
	Iteration 84Q: 3 clusters Score -3169897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3169899.500000 Penalty: 3307.605713
	Iteration 85Q: 3 clusters Score -3169900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3169900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3169903.250000 Penalty: 3307.605713
	Iteration 87Q: 3 clusters Score -3169903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3169899.750000 Penalty: 3307.605713
	Iteration 88Q: 3 clusters Score -3169900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3169905.250000 Penalty: 3307.605713
	Iteration 89Q: 3 clusters Score -3169905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3169904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3169910.250000 Penalty: 3307.605713
	Iteration 91Q: 3 clusters Score -3169910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3169902.750000 Penalty: 3307.605713
	Iteration 92Q: 3 clusters Score -3169903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3169904 nChanged 4
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Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3169904 nChanged 4
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Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3169903 nChanged 6
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Mstep: Class 1 contains 21550 members 
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Entering Unmasked Estep 
Score: -3169909.000000 Penalty: 3307.605713
	Iteration 96Q: 3 clusters Score -3169909 nChanged 4
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Mstep: Class 1 contains 21554 members 
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Score: -3169907.750000 Penalty: 3307.605713
	Iteration 97Q: 3 clusters Score -3169908 nChanged 3
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Mstep: Class 1 contains 21557 members 
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	Iteration 98Q: 3 clusters Score -3169905 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3169906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3169901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3169904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3169906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3169907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3169907 nChanged 3
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Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 4703 members 
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	Iteration 105Q: 3 clusters Score -3169905 nChanged 4
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Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3169907 nChanged 5
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Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3169908 nChanged 9
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Mstep: Class 1 contains 21613 members 
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Entering Unmasked Estep 
Score: -3169916.750000 Penalty: 3307.605713
	Iteration 108Q: 3 clusters Score -3169917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3169910.750000 Penalty: 3307.605713
	Iteration 109Q: 3 clusters Score -3169911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3169917.250000 Penalty: 3307.605713
	Iteration 110Q: 3 clusters Score -3169917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3169913.000000 Penalty: 3307.605713
	Iteration 111Q: 3 clusters Score -3169913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3169913.750000 Penalty: 3307.605713
	Iteration 112Q: 3 clusters Score -3169914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3169911.500000 Penalty: 3307.605713
	Iteration 113Q: 3 clusters Score -3169912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3169909.750000 Penalty: 3307.605713
	Iteration 114Q: 3 clusters Score -3169910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3169908.000000 Penalty: 3307.605713
	Iteration 115Q: 3 clusters Score -3169908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3169913.500000 Penalty: 3307.605713
	Iteration 116Q: 3 clusters Score -3169914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3169913.000000 Penalty: 3307.605713
	Iteration 117Q: 3 clusters Score -3169913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3169912.000000 Penalty: 3307.605713
	Iteration 118Q: 3 clusters Score -3169912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3169913.750000 Penalty: 3307.605713
	Iteration 119Q: 3 clusters Score -3169914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3169913.500000 Penalty: 3307.605713
	Iteration 120F: 3 clusters Score -3169914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3169919.250000 Penalty: 3307.605713
	Iteration 121Q: 3 clusters Score -3169919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3169917.750000 Penalty: 3307.605713
	Iteration 122Q: 3 clusters Score -3169918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3169914.500000 Penalty: 3307.605713
	Iteration 123Q: 3 clusters Score -3169914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3169923.250000 Penalty: 3307.605713
	Iteration 124Q: 3 clusters Score -3169923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3169921.500000 Penalty: 3307.605713
	Iteration 125Q: 3 clusters Score -3169922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3169922.000000 Penalty: 3307.605713
	Iteration 126Q: 3 clusters Score -3169922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3169922.000000 Penalty: 3307.605713
	Iteration 127F: 3 clusters Score -3169922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -45838.457031 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -45838.46 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 265 members 
Entering Unmasked Estep 
Score: -44867.949219 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -44867.95 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45244.433594 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -45244.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45399.812500 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -45399.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45538.703125 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -45538.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45624.796875 Penalty: 2024.265991
	Iteration 4F: 3 clusters Score -45624.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45666.617188 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -45666.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45711.324219 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -45711.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45744.753906 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -45744.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45762.734375 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -45762.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45765.023438 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -45765.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45769.316406 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -45769.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45774.269531 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -45774.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45774.269531 Penalty: 2024.265991
	Iteration 12F: 3 clusters Score -45774.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -323071.718750 Penalty: 1292.585571
	Iteration 0F: 2 clusters Score -323071.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -320493.125000 Penalty: 2585.171143
	Iteration 0F: 3 clusters Score -320493.1 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -321368.093750 Penalty: 2585.171143
	Iteration 1F: 3 clusters Score -321368.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -321682.250000 Penalty: 2585.171143
	Iteration 2F: 3 clusters Score -321682.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -321945.968750 Penalty: 2585.171143
	Iteration 3F: 3 clusters Score -321946 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -322151.250000 Penalty: 2585.171143
	Iteration 4F: 3 clusters Score -322151.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -322305.687500 Penalty: 2585.171143
	Iteration 5Q: 3 clusters Score -322305.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -322474.625000 Penalty: 2585.171143
	Iteration 6Q: 3 clusters Score -322474.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -322615.125000 Penalty: 2585.171143
	Iteration 7Q: 3 clusters Score -322615.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -322753.687500 Penalty: 2585.171143
	Iteration 8Q: 3 clusters Score -322753.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -322923.687500 Penalty: 2585.171143
	Iteration 9Q: 3 clusters Score -322923.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -323039.500000 Penalty: 2585.171143
	Iteration 10Q: 3 clusters Score -323039.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -323111.156250 Penalty: 2585.171143
	Iteration 11Q: 3 clusters Score -323111.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -323152.781250 Penalty: 2585.171143
	Iteration 12Q: 3 clusters Score -323152.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -323188.468750 Penalty: 2585.171143
	Iteration 13Q: 3 clusters Score -323188.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -323209.218750 Penalty: 2585.171143
	Iteration 14Q: 3 clusters Score -323209.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -323224.406250 Penalty: 2585.171143
	Iteration 15Q: 3 clusters Score -323224.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -323239.093750 Penalty: 2585.171143
	Iteration 16Q: 3 clusters Score -323239.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -323248.156250 Penalty: 2585.171143
	Iteration 17Q: 3 clusters Score -323248.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -323254.437500 Penalty: 2585.171143
	Iteration 18Q: 3 clusters Score -323254.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -323261.468750 Penalty: 2585.171143
	Iteration 19Q: 3 clusters Score -323261.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -323271.031250 Penalty: 2585.171143
	Iteration 20F: 3 clusters Score -323271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -323281.250000 Penalty: 2585.171143
	Iteration 21Q: 3 clusters Score -323281.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -323289.000000 Penalty: 2585.171143
	Iteration 22Q: 3 clusters Score -323289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -323296.343750 Penalty: 2585.171143
	Iteration 23Q: 3 clusters Score -323296.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -323304.343750 Penalty: 2585.171143
	Iteration 24Q: 3 clusters Score -323304.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -323312.218750 Penalty: 2585.171143
	Iteration 25Q: 3 clusters Score -323312.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -323319.625000 Penalty: 2585.171143
	Iteration 26Q: 3 clusters Score -323319.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -323324.500000 Penalty: 2585.171143
	Iteration 27Q: 3 clusters Score -323324.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -323326.625000 Penalty: 2585.171143
	Iteration 28Q: 3 clusters Score -323326.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -323329.406250 Penalty: 2585.171143
	Iteration 29Q: 3 clusters Score -323329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -323330.468750 Penalty: 2585.171143
	Iteration 30Q: 3 clusters Score -323330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -323332.031250 Penalty: 2585.171143
	Iteration 31Q: 3 clusters Score -323332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -323333.218750 Penalty: 2585.171143
	Iteration 32Q: 3 clusters Score -323333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -323334.562500 Penalty: 2585.171143
	Iteration 33Q: 3 clusters Score -323334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -323334.093750 Penalty: 2585.171143
	Iteration 34Q: 3 clusters Score -323334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -323334.093750 Penalty: 2585.171143
	Iteration 35F: 3 clusters Score -323334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87972 members 
Mstep: Class 6 contains 28504 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 95744 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 9330 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 90503 members 
Mstep: Class 16 contains 94607 members 
Mstep: Class 17 contains 88445 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71226 members 
Mstep: Class 20 contains 3767 members 
Mstep: Class 21 contains 3416 members 
Mstep: Class 22 contains 81349 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6143 members 
Mstep: Class 27 contains 19286 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 85838 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 10473 members 
Entering Unmasked Estep 
Score: -102212544.000000 Penalty: 68724.578125
Splitting cluster 3 changes total score from -102213128.000000 to -102212544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16698.955078 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -16698.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16147.912109 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -16147.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16604.492188 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -16604.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16782.570312 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -16782.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16818.783203 Penalty: 1826.630249
	Iteration 3Q: 3 clusters Score -16818.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16818.783203 Penalty: 1826.630249
	Iteration 4F: 3 clusters Score -16818.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 86 members 
Mstep: Class 5 contains 87972 members 
Mstep: Class 6 contains 28504 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 95744 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 9330 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 90503 members 
Mstep: Class 16 contains 94607 members 
Mstep: Class 17 contains 88445 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71226 members 
Mstep: Class 20 contains 3767 members 
Mstep: Class 21 contains 3416 members 
Mstep: Class 22 contains 81349 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6143 members 
Mstep: Class 27 contains 19286 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 85838 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 10473 members 
Entering Unmasked Estep 
Score: -102212032.000000 Penalty: 68724.578125
Splitting cluster 4 changes total score from -102213128.000000 to -102212032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (87972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87972 members 
Entering Unmasked Estep 
Score: -10868674.000000 Penalty: 1850.025757
	Iteration 0F: 2 clusters Score -1.086867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -10810802.000000 Penalty: 3700.051514
	Iteration 0F: 3 clusters Score -1.08108e+07 nChanged 41876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -10835148.000000 Penalty: 3700.051514
	Iteration 1F: 3 clusters Score -1.083515e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -10836290.000000 Penalty: 3700.051514
	Iteration 2Q: 3 clusters Score -1.083629e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -10838388.000000 Penalty: 3700.051514
	Iteration 3Q: 3 clusters Score -1.083839e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -10841724.000000 Penalty: 3700.051514
	Iteration 4F: 3 clusters Score -1.084172e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -10846533.000000 Penalty: 3700.051514
	Iteration 5F: 3 clusters Score -1.084653e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -10852153.000000 Penalty: 3700.051514
	Iteration 6F: 3 clusters Score -1.085215e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -10856696.000000 Penalty: 3700.051514
	Iteration 7F: 3 clusters Score -1.08567e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -10859283.000000 Penalty: 3700.051514
	Iteration 8Q: 3 clusters Score -1.085928e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
Score: -10861006.000000 Penalty: 3700.051514
	Iteration 9Q: 3 clusters Score -1.086101e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -10862115.000000 Penalty: 3700.051514
	Iteration 10Q: 3 clusters Score -1.086212e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 80360 members 
Entering Unmasked Estep 
Score: -10863233.000000 Penalty: 3700.051514
	Iteration 11Q: 3 clusters Score -1.086323e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -10864109.000000 Penalty: 3700.051514
	Iteration 12Q: 3 clusters Score -1.086411e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -10864784.000000 Penalty: 3700.051514
	Iteration 13Q: 3 clusters Score -1.086478e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -10865390.000000 Penalty: 3700.051514
	Iteration 14Q: 3 clusters Score -1.086539e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 84403 members 
Entering Unmasked Estep 
Score: -10865679.000000 Penalty: 3700.051514
	Iteration 15Q: 3 clusters Score -1.086568e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -10866006.000000 Penalty: 3700.051514
	Iteration 16Q: 3 clusters Score -1.086601e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -10866279.000000 Penalty: 3700.051514
	Iteration 17Q: 3 clusters Score -1.086628e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 86013 members 
Entering Unmasked Estep 
Score: -10866430.000000 Penalty: 3700.051514
	Iteration 18Q: 3 clusters Score -1.086643e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -10866567.000000 Penalty: 3700.051514
	Iteration 19Q: 3 clusters Score -1.086657e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -10866688.000000 Penalty: 3700.051514
	Iteration 20F: 3 clusters Score -1.086669e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
Score: -10866753.000000 Penalty: 3700.051514
	Iteration 21Q: 3 clusters Score -1.086675e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -10866843.000000 Penalty: 3700.051514
	Iteration 22Q: 3 clusters Score -1.086684e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -10866922.000000 Penalty: 3700.051514
	Iteration 23Q: 3 clusters Score -1.086692e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -10866964.000000 Penalty: 3700.051514
	Iteration 24Q: 3 clusters Score -1.086696e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 87212 members 
Entering Unmasked Estep 
Score: -10867025.000000 Penalty: 3700.051514
	Iteration 25Q: 3 clusters Score -1.086702e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -10867034.000000 Penalty: 3700.051514
	Iteration 26Q: 3 clusters Score -1.086703e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -10867046.000000 Penalty: 3700.051514
	Iteration 27Q: 3 clusters Score -1.086705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -10867045.000000 Penalty: 3700.051514
	Iteration 28Q: 3 clusters Score -1.086704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -10867060.000000 Penalty: 3700.051514
	Iteration 29Q: 3 clusters Score -1.086706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -10867069.000000 Penalty: 3700.051514
	Iteration 30Q: 3 clusters Score -1.086707e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -10867071.000000 Penalty: 3700.051514
	Iteration 31Q: 3 clusters Score -1.086707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -10867095.000000 Penalty: 3700.051514
	Iteration 32Q: 3 clusters Score -1.08671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -10867093.000000 Penalty: 3700.051514
	Iteration 33Q: 3 clusters Score -1.086709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 87417 members 
Entering Unmasked Estep 
Score: -10867092.000000 Penalty: 3700.051514
	Iteration 34Q: 3 clusters Score -1.086709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -10867086.000000 Penalty: 3700.051514
	Iteration 35Q: 3 clusters Score -1.086709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -10867099.000000 Penalty: 3700.051514
	Iteration 36Q: 3 clusters Score -1.08671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -10867098.000000 Penalty: 3700.051514
	Iteration 37Q: 3 clusters Score -1.08671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -10867110.000000 Penalty: 3700.051514
	Iteration 38Q: 3 clusters Score -1.086711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -10867107.000000 Penalty: 3700.051514
	Iteration 39Q: 3 clusters Score -1.086711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -10867119.000000 Penalty: 3700.051514
	Iteration 40F: 3 clusters Score -1.086712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -10867107.000000 Penalty: 3700.051514
	Iteration 41Q: 3 clusters Score -1.086711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -10867115.000000 Penalty: 3700.051514
	Iteration 42Q: 3 clusters Score -1.086712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -10867110.000000 Penalty: 3700.051514
	Iteration 43Q: 3 clusters Score -1.086711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -10867116.000000 Penalty: 3700.051514
	Iteration 44Q: 3 clusters Score -1.086712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 87447 members 
Entering Unmasked Estep 
Score: -10867120.000000 Penalty: 3700.051514
	Iteration 45Q: 3 clusters Score -1.086712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 87449 members 
Entering Unmasked Estep 
Score: -10867108.000000 Penalty: 3700.051514
	Iteration 46Q: 3 clusters Score -1.086711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -10867119.000000 Penalty: 3700.051514
	Iteration 47Q: 3 clusters Score -1.086712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -10867113.000000 Penalty: 3700.051514
	Iteration 48Q: 3 clusters Score -1.086711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 87460 members 
Entering Unmasked Estep 
Score: -10867123.000000 Penalty: 3700.051514
	Iteration 49Q: 3 clusters Score -1.086712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -10867121.000000 Penalty: 3700.051514
	Iteration 50Q: 3 clusters Score -1.086712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -10867129.000000 Penalty: 3700.051514
	Iteration 51Q: 3 clusters Score -1.086713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -10867131.000000 Penalty: 3700.051514
	Iteration 52Q: 3 clusters Score -1.086713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 87471 members 
Entering Unmasked Estep 
Score: -10867141.000000 Penalty: 3700.051514
	Iteration 53Q: 3 clusters Score -1.086714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -10867137.000000 Penalty: 3700.051514
	Iteration 54Q: 3 clusters Score -1.086714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -10867133.000000 Penalty: 3700.051514
	Iteration 55Q: 3 clusters Score -1.086713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 87482 members 
Entering Unmasked Estep 
Score: -10867145.000000 Penalty: 3700.051514
	Iteration 56Q: 3 clusters Score -1.086714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -10867141.000000 Penalty: 3700.051514
	Iteration 57Q: 3 clusters Score -1.086714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -10867140.000000 Penalty: 3700.051514
	Iteration 58Q: 3 clusters Score -1.086714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 87490 members 
Entering Unmasked Estep 
Score: -10867143.000000 Penalty: 3700.051514
	Iteration 59Q: 3 clusters Score -1.086714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -10867150.000000 Penalty: 3700.051514
	Iteration 60F: 3 clusters Score -1.086715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -10867146.000000 Penalty: 3700.051514
	Iteration 61Q: 3 clusters Score -1.086715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 87499 members 
Entering Unmasked Estep 
Score: -10867140.000000 Penalty: 3700.051514
	Iteration 62Q: 3 clusters Score -1.086714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -10867146.000000 Penalty: 3700.051514
	Iteration 63Q: 3 clusters Score -1.086715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -10867156.000000 Penalty: 3700.051514
	Iteration 64Q: 3 clusters Score -1.086716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -10867156.000000 Penalty: 3700.051514
	Iteration 65F: 3 clusters Score -1.086716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Entering Unmasked Estep 
Score: -3525473.000000 Penalty: 1666.892456
	Iteration 0F: 2 clusters Score -3525473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3506386.500000 Penalty: 3333.784912
	Iteration 0F: 3 clusters Score -3506386 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3513654.000000 Penalty: 3333.784912
	Iteration 1F: 3 clusters Score -3513654 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3514161.000000 Penalty: 3333.784912
	Iteration 2Q: 3 clusters Score -3514161 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3514725.000000 Penalty: 3333.784912
	Iteration 3Q: 3 clusters Score -3514725 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3515345.000000 Penalty: 3333.784912
	Iteration 4Q: 3 clusters Score -3515345 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3516132.750000 Penalty: 3333.784912
	Iteration 5F: 3 clusters Score -3516133 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3517062.500000 Penalty: 3333.784912
	Iteration 6F: 3 clusters Score -3517062 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3518211.750000 Penalty: 3333.784912
	Iteration 7F: 3 clusters Score -3518212 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3519399.500000 Penalty: 3333.784912
	Iteration 8F: 3 clusters Score -3519400 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3520393.500000 Penalty: 3333.784912
	Iteration 9F: 3 clusters Score -3520394 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3521019.500000 Penalty: 3333.784912
	Iteration 10Q: 3 clusters Score -3521020 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3521381.000000 Penalty: 3333.784912
	Iteration 11Q: 3 clusters Score -3521381 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3521613.000000 Penalty: 3333.784912
	Iteration 12Q: 3 clusters Score -3521613 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3521769.250000 Penalty: 3333.784912
	Iteration 13Q: 3 clusters Score -3521769 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3521881.000000 Penalty: 3333.784912
	Iteration 14Q: 3 clusters Score -3521881 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3521988.250000 Penalty: 3333.784912
	Iteration 15Q: 3 clusters Score -3521988 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3522079.500000 Penalty: 3333.784912
	Iteration 16Q: 3 clusters Score -3522080 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3522144.000000 Penalty: 3333.784912
	Iteration 17Q: 3 clusters Score -3522144 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -3522192.250000 Penalty: 3333.784912
	Iteration 18Q: 3 clusters Score -3522192 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -3522251.250000 Penalty: 3333.784912
	Iteration 19Q: 3 clusters Score -3522251 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3522303.500000 Penalty: 3333.784912
	Iteration 20F: 3 clusters Score -3522304 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3522355.000000 Penalty: 3333.784912
	Iteration 21Q: 3 clusters Score -3522355 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3522407.250000 Penalty: 3333.784912
	Iteration 22Q: 3 clusters Score -3522407 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3522469.250000 Penalty: 3333.784912
	Iteration 23Q: 3 clusters Score -3522469 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3522529.750000 Penalty: 3333.784912
	Iteration 24Q: 3 clusters Score -3522530 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3522557.250000 Penalty: 3333.784912
	Iteration 25Q: 3 clusters Score -3522557 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3522597.250000 Penalty: 3333.784912
	Iteration 26Q: 3 clusters Score -3522597 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3522628.750000 Penalty: 3333.784912
	Iteration 27Q: 3 clusters Score -3522629 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3522642.750000 Penalty: 3333.784912
	Iteration 28Q: 3 clusters Score -3522643 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3522683.000000 Penalty: 3333.784912
	Iteration 29Q: 3 clusters Score -3522683 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3522720.500000 Penalty: 3333.784912
	Iteration 30Q: 3 clusters Score -3522720 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3522754.000000 Penalty: 3333.784912
	Iteration 31Q: 3 clusters Score -3522754 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3522805.750000 Penalty: 3333.784912
	Iteration 32Q: 3 clusters Score -3522806 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3522815.000000 Penalty: 3333.784912
	Iteration 33Q: 3 clusters Score -3522815 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3522849.250000 Penalty: 3333.784912
	Iteration 34Q: 3 clusters Score -3522849 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3522872.750000 Penalty: 3333.784912
	Iteration 35Q: 3 clusters Score -3522873 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3522902.250000 Penalty: 3333.784912
	Iteration 36Q: 3 clusters Score -3522902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -3522917.500000 Penalty: 3333.784912
	Iteration 37Q: 3 clusters Score -3522918 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3522937.250000 Penalty: 3333.784912
	Iteration 38Q: 3 clusters Score -3522937 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3522966.750000 Penalty: 3333.784912
	Iteration 39Q: 3 clusters Score -3522967 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3522979.000000 Penalty: 3333.784912
	Iteration 40F: 3 clusters Score -3522979 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3523004.750000 Penalty: 3333.784912
	Iteration 41Q: 3 clusters Score -3523005 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3523010.250000 Penalty: 3333.784912
	Iteration 42Q: 3 clusters Score -3523010 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -3523028.000000 Penalty: 3333.784912
	Iteration 43Q: 3 clusters Score -3523028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -3523053.750000 Penalty: 3333.784912
	Iteration 44Q: 3 clusters Score -3523054 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3523081.000000 Penalty: 3333.784912
	Iteration 45Q: 3 clusters Score -3523081 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3523093.000000 Penalty: 3333.784912
	Iteration 46Q: 3 clusters Score -3523093 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3523116.000000 Penalty: 3333.784912
	Iteration 47Q: 3 clusters Score -3523116 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3523141.500000 Penalty: 3333.784912
	Iteration 48Q: 3 clusters Score -3523142 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3523173.750000 Penalty: 3333.784912
	Iteration 49Q: 3 clusters Score -3523174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3523207.000000 Penalty: 3333.784912
	Iteration 50Q: 3 clusters Score -3523207 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3523237.250000 Penalty: 3333.784912
	Iteration 51Q: 3 clusters Score -3523237 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3523256.750000 Penalty: 3333.784912
	Iteration 52Q: 3 clusters Score -3523257 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3523276.000000 Penalty: 3333.784912
	Iteration 53Q: 3 clusters Score -3523276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3523286.250000 Penalty: 3333.784912
	Iteration 54Q: 3 clusters Score -3523286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3523311.500000 Penalty: 3333.784912
	Iteration 55Q: 3 clusters Score -3523312 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3523330.750000 Penalty: 3333.784912
	Iteration 56Q: 3 clusters Score -3523331 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3523343.250000 Penalty: 3333.784912
	Iteration 57Q: 3 clusters Score -3523343 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3523375.500000 Penalty: 3333.784912
	Iteration 58Q: 3 clusters Score -3523376 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3523381.750000 Penalty: 3333.784912
	Iteration 59Q: 3 clusters Score -3523382 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3523392.500000 Penalty: 3333.784912
	Iteration 60F: 3 clusters Score -3523392 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3523413.500000 Penalty: 3333.784912
	Iteration 61Q: 3 clusters Score -3523414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3523424.750000 Penalty: 3333.784912
	Iteration 62Q: 3 clusters Score -3523425 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3523448.250000 Penalty: 3333.784912
	Iteration 63Q: 3 clusters Score -3523448 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3523474.000000 Penalty: 3333.784912
	Iteration 64Q: 3 clusters Score -3523474 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3523504.000000 Penalty: 3333.784912
	Iteration 65Q: 3 clusters Score -3523504 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3523530.250000 Penalty: 3333.784912
	Iteration 66Q: 3 clusters Score -3523530 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3523550.250000 Penalty: 3333.784912
	Iteration 67Q: 3 clusters Score -3523550 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3523574.250000 Penalty: 3333.784912
	Iteration 68Q: 3 clusters Score -3523574 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3523587.500000 Penalty: 3333.784912
	Iteration 69Q: 3 clusters Score -3523588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3523612.250000 Penalty: 3333.784912
	Iteration 70Q: 3 clusters Score -3523612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3523628.500000 Penalty: 3333.784912
	Iteration 71Q: 3 clusters Score -3523628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3523636.250000 Penalty: 3333.784912
	Iteration 72Q: 3 clusters Score -3523636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3523660.500000 Penalty: 3333.784912
	Iteration 73Q: 3 clusters Score -3523660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3523687.250000 Penalty: 3333.784912
	Iteration 74Q: 3 clusters Score -3523687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3523706.750000 Penalty: 3333.784912
	Iteration 75Q: 3 clusters Score -3523707 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3523728.250000 Penalty: 3333.784912
	Iteration 76Q: 3 clusters Score -3523728 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3523739.000000 Penalty: 3333.784912
	Iteration 77Q: 3 clusters Score -3523739 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3523761.750000 Penalty: 3333.784912
	Iteration 78Q: 3 clusters Score -3523762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3523783.250000 Penalty: 3333.784912
	Iteration 79Q: 3 clusters Score -3523783 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3523809.000000 Penalty: 3333.784912
	Iteration 80F: 3 clusters Score -3523809 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3523831.250000 Penalty: 3333.784912
	Iteration 81Q: 3 clusters Score -3523831 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3523857.500000 Penalty: 3333.784912
	Iteration 82Q: 3 clusters Score -3523858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3523876.750000 Penalty: 3333.784912
	Iteration 83Q: 3 clusters Score -3523877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3523889.750000 Penalty: 3333.784912
	Iteration 84Q: 3 clusters Score -3523890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3523921.500000 Penalty: 3333.784912
	Iteration 85Q: 3 clusters Score -3523922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3523924.750000 Penalty: 3333.784912
	Iteration 86Q: 3 clusters Score -3523925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3523945.250000 Penalty: 3333.784912
	Iteration 87Q: 3 clusters Score -3523945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3523960.750000 Penalty: 3333.784912
	Iteration 88Q: 3 clusters Score -3523961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3523963.250000 Penalty: 3333.784912
	Iteration 89Q: 3 clusters Score -3523963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3523977.000000 Penalty: 3333.784912
	Iteration 90Q: 3 clusters Score -3523977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3523985.500000 Penalty: 3333.784912
	Iteration 91Q: 3 clusters Score -3523986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3523989.500000 Penalty: 3333.784912
	Iteration 92Q: 3 clusters Score -3523990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3524010.250000 Penalty: 3333.784912
	Iteration 93Q: 3 clusters Score -3524010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3524012.750000 Penalty: 3333.784912
	Iteration 94Q: 3 clusters Score -3524013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3524024.250000 Penalty: 3333.784912
	Iteration 95Q: 3 clusters Score -3524024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3524038.000000 Penalty: 3333.784912
	Iteration 96Q: 3 clusters Score -3524038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3524055.500000 Penalty: 3333.784912
	Iteration 97Q: 3 clusters Score -3524056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3524058.250000 Penalty: 3333.784912
	Iteration 98Q: 3 clusters Score -3524058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3524071.250000 Penalty: 3333.784912
	Iteration 99Q: 3 clusters Score -3524071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3524069.500000 Penalty: 3333.784912
	Iteration 100F: 3 clusters Score -3524070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3524075.000000 Penalty: 3333.784912
	Iteration 101Q: 3 clusters Score -3524075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3524073.500000 Penalty: 3333.784912
	Iteration 102Q: 3 clusters Score -3524074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3524083.250000 Penalty: 3333.784912
	Iteration 103Q: 3 clusters Score -3524083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3524086.500000 Penalty: 3333.784912
	Iteration 104Q: 3 clusters Score -3524086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3524092.000000 Penalty: 3333.784912
	Iteration 105Q: 3 clusters Score -3524092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3524101.000000 Penalty: 3333.784912
	Iteration 106Q: 3 clusters Score -3524101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3524098.000000 Penalty: 3333.784912
	Iteration 107Q: 3 clusters Score -3524098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3524098.250000 Penalty: 3333.784912
	Iteration 108Q: 3 clusters Score -3524098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3524100.000000 Penalty: 3333.784912
	Iteration 109Q: 3 clusters Score -3524100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3524112.000000 Penalty: 3333.784912
	Iteration 110Q: 3 clusters Score -3524112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3524129.000000 Penalty: 3333.784912
	Iteration 111Q: 3 clusters Score -3524129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3524141.750000 Penalty: 3333.784912
	Iteration 112Q: 3 clusters Score -3524142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3524146.250000 Penalty: 3333.784912
	Iteration 113Q: 3 clusters Score -3524146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3524148.000000 Penalty: 3333.784912
	Iteration 114Q: 3 clusters Score -3524148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3524158.750000 Penalty: 3333.784912
	Iteration 115Q: 3 clusters Score -3524159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3524167.500000 Penalty: 3333.784912
	Iteration 116Q: 3 clusters Score -3524168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3524171.000000 Penalty: 3333.784912
	Iteration 117Q: 3 clusters Score -3524171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3524177.000000 Penalty: 3333.784912
	Iteration 118Q: 3 clusters Score -3524177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3524181.500000 Penalty: 3333.784912
	Iteration 119Q: 3 clusters Score -3524182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3524181.500000 Penalty: 3333.784912
	Iteration 120F: 3 clusters Score -3524182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3524181.000000 Penalty: 3333.784912
	Iteration 121Q: 3 clusters Score -3524181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3524188.250000 Penalty: 3333.784912
	Iteration 122Q: 3 clusters Score -3524188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3524189.500000 Penalty: 3333.784912
	Iteration 123Q: 3 clusters Score -3524190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3524191.500000 Penalty: 3333.784912
	Iteration 124Q: 3 clusters Score -3524192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3524199.250000 Penalty: 3333.784912
	Iteration 125Q: 3 clusters Score -3524199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3524199.250000 Penalty: 3333.784912
	Iteration 126Q: 3 clusters Score -3524199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3524209.500000 Penalty: 3333.784912
	Iteration 127Q: 3 clusters Score -3524210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3524209.500000 Penalty: 3333.784912
	Iteration 128Q: 3 clusters Score -3524210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3524214.750000 Penalty: 3333.784912
	Iteration 129Q: 3 clusters Score -3524215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3524216.000000 Penalty: 3333.784912
	Iteration 130Q: 3 clusters Score -3524216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3524219.000000 Penalty: 3333.784912
	Iteration 131Q: 3 clusters Score -3524219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3524220.250000 Penalty: 3333.784912
	Iteration 132Q: 3 clusters Score -3524220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3524220.750000 Penalty: 3333.784912
	Iteration 133Q: 3 clusters Score -3524221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3524223.000000 Penalty: 3333.784912
	Iteration 134Q: 3 clusters Score -3524223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3524225.250000 Penalty: 3333.784912
	Iteration 135Q: 3 clusters Score -3524225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3524225.000000 Penalty: 3333.784912
	Iteration 136Q: 3 clusters Score -3524225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3524222.250000 Penalty: 3333.784912
	Iteration 137Q: 3 clusters Score -3524222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3524222.750000 Penalty: 3333.784912
	Iteration 138Q: 3 clusters Score -3524223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3524224.500000 Penalty: 3333.784912
	Iteration 139Q: 3 clusters Score -3524224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3524224.750000 Penalty: 3333.784912
	Iteration 140F: 3 clusters Score -3524225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3524229.250000 Penalty: 3333.784912
	Iteration 141Q: 3 clusters Score -3524229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3524229.250000 Penalty: 3333.784912
	Iteration 142F: 3 clusters Score -3524229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -808265.187500 Penalty: 1431.238525
	Iteration 0F: 2 clusters Score -808265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -803186.437500 Penalty: 2862.477051
	Iteration 0F: 3 clusters Score -803186.4 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -804669.375000 Penalty: 2862.477051
	Iteration 1F: 3 clusters Score -804669.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -804914.750000 Penalty: 2862.477051
	Iteration 2F: 3 clusters Score -804914.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -805131.562500 Penalty: 2862.477051
	Iteration 3F: 3 clusters Score -805131.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -805327.187500 Penalty: 2862.477051
	Iteration 4F: 3 clusters Score -805327.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -805530.312500 Penalty: 2862.477051
	Iteration 5F: 3 clusters Score -805530.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -805749.062500 Penalty: 2862.477051
	Iteration 6Q: 3 clusters Score -805749.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -805958.312500 Penalty: 2862.477051
	Iteration 7Q: 3 clusters Score -805958.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -806153.000000 Penalty: 2862.477051
	Iteration 8Q: 3 clusters Score -806153 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -806329.375000 Penalty: 2862.477051
	Iteration 9Q: 3 clusters Score -806329.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -806474.187500 Penalty: 2862.477051
	Iteration 10Q: 3 clusters Score -806474.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -806587.500000 Penalty: 2862.477051
	Iteration 11Q: 3 clusters Score -806587.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -806676.562500 Penalty: 2862.477051
	Iteration 12Q: 3 clusters Score -806676.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -806729.875000 Penalty: 2862.477051
	Iteration 13Q: 3 clusters Score -806729.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -806778.187500 Penalty: 2862.477051
	Iteration 14Q: 3 clusters Score -806778.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -806809.062500 Penalty: 2862.477051
	Iteration 15Q: 3 clusters Score -806809.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -806847.687500 Penalty: 2862.477051
	Iteration 16Q: 3 clusters Score -806847.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -806873.062500 Penalty: 2862.477051
	Iteration 17Q: 3 clusters Score -806873.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -806889.750000 Penalty: 2862.477051
	Iteration 18Q: 3 clusters Score -806889.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -806909.187500 Penalty: 2862.477051
	Iteration 19Q: 3 clusters Score -806909.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -806931.562500 Penalty: 2862.477051
	Iteration 20F: 3 clusters Score -806931.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -806956.250000 Penalty: 2862.477051
	Iteration 21Q: 3 clusters Score -806956.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -806977.875000 Penalty: 2862.477051
	Iteration 22Q: 3 clusters Score -806977.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -807005.937500 Penalty: 2862.477051
	Iteration 23Q: 3 clusters Score -807005.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -807030.250000 Penalty: 2862.477051
	Iteration 24Q: 3 clusters Score -807030.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -807048.437500 Penalty: 2862.477051
	Iteration 25Q: 3 clusters Score -807048.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -807063.125000 Penalty: 2862.477051
	Iteration 26Q: 3 clusters Score -807063.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -807078.812500 Penalty: 2862.477051
	Iteration 27Q: 3 clusters Score -807078.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -807094.937500 Penalty: 2862.477051
	Iteration 28Q: 3 clusters Score -807094.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -807113.562500 Penalty: 2862.477051
	Iteration 29Q: 3 clusters Score -807113.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -807124.312500 Penalty: 2862.477051
	Iteration 30Q: 3 clusters Score -807124.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -807135.125000 Penalty: 2862.477051
	Iteration 31Q: 3 clusters Score -807135.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -807150.562500 Penalty: 2862.477051
	Iteration 32Q: 3 clusters Score -807150.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -807162.937500 Penalty: 2862.477051
	Iteration 33Q: 3 clusters Score -807162.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -807171.937500 Penalty: 2862.477051
	Iteration 34Q: 3 clusters Score -807171.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -807177.250000 Penalty: 2862.477051
	Iteration 35Q: 3 clusters Score -807177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -807180.562500 Penalty: 2862.477051
	Iteration 36Q: 3 clusters Score -807180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -807183.312500 Penalty: 2862.477051
	Iteration 37Q: 3 clusters Score -807183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -807184.000000 Penalty: 2862.477051
	Iteration 38Q: 3 clusters Score -807184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -807186.875000 Penalty: 2862.477051
	Iteration 39Q: 3 clusters Score -807186.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -807186.937500 Penalty: 2862.477051
	Iteration 40F: 3 clusters Score -807186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -807186.937500 Penalty: 2862.477051
	Iteration 41Q: 3 clusters Score -807186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -807188.375000 Penalty: 2862.477051
	Iteration 42Q: 3 clusters Score -807188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -807188.375000 Penalty: 2862.477051
	Iteration 43F: 3 clusters Score -807188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (95744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Entering Unmasked Estep 
Score: -12011880.000000 Penalty: 1863.782837
	Iteration 0F: 2 clusters Score -1.201188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -11950494.000000 Penalty: 3727.565674
	Iteration 0F: 3 clusters Score -1.195049e+07 nChanged 45650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -11976886.000000 Penalty: 3727.565674
	Iteration 1F: 3 clusters Score -1.197689e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -11977651.000000 Penalty: 3727.565674
	Iteration 2Q: 3 clusters Score -1.197765e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -11978733.000000 Penalty: 3727.565674
	Iteration 3Q: 3 clusters Score -1.197873e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -11980234.000000 Penalty: 3727.565674
	Iteration 4Q: 3 clusters Score -1.198023e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -11983221.000000 Penalty: 3727.565674
	Iteration 5F: 3 clusters Score -1.198322e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -11987771.000000 Penalty: 3727.565674
	Iteration 6F: 3 clusters Score -1.198777e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -11993750.000000 Penalty: 3727.565674
	Iteration 7F: 3 clusters Score -1.199375e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -11998270.000000 Penalty: 3727.565674
	Iteration 8F: 3 clusters Score -1.199827e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -12000232.000000 Penalty: 3727.565674
	Iteration 9F: 3 clusters Score -1.200023e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -12000974.000000 Penalty: 3727.565674
	Iteration 10Q: 3 clusters Score -1.200097e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -12001526.000000 Penalty: 3727.565674
	Iteration 11Q: 3 clusters Score -1.200153e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -12001936.000000 Penalty: 3727.565674
	Iteration 12Q: 3 clusters Score -1.200194e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -12002406.000000 Penalty: 3727.565674
	Iteration 13Q: 3 clusters Score -1.200241e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -12002912.000000 Penalty: 3727.565674
	Iteration 14Q: 3 clusters Score -1.200291e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -12003392.000000 Penalty: 3727.565674
	Iteration 15Q: 3 clusters Score -1.200339e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -12004038.000000 Penalty: 3727.565674
	Iteration 16Q: 3 clusters Score -1.200404e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -12004853.000000 Penalty: 3727.565674
	Iteration 17Q: 3 clusters Score -1.200485e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -12005857.000000 Penalty: 3727.565674
	Iteration 18Q: 3 clusters Score -1.200586e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -12006831.000000 Penalty: 3727.565674
	Iteration 19Q: 3 clusters Score -1.200683e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -12007789.000000 Penalty: 3727.565674
	Iteration 20F: 3 clusters Score -1.200779e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -12008505.000000 Penalty: 3727.565674
	Iteration 21Q: 3 clusters Score -1.20085e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -12008950.000000 Penalty: 3727.565674
	Iteration 22Q: 3 clusters Score -1.200895e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -12009208.000000 Penalty: 3727.565674
	Iteration 23Q: 3 clusters Score -1.200921e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -12009372.000000 Penalty: 3727.565674
	Iteration 24Q: 3 clusters Score -1.200937e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -12009418.000000 Penalty: 3727.565674
	Iteration 25Q: 3 clusters Score -1.200942e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -12009501.000000 Penalty: 3727.565674
	Iteration 26Q: 3 clusters Score -1.20095e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -12009491.000000 Penalty: 3727.565674
	Iteration 27Q: 3 clusters Score -1.200949e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -12009513.000000 Penalty: 3727.565674
	Iteration 28Q: 3 clusters Score -1.200951e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -12009496.000000 Penalty: 3727.565674
	Iteration 29Q: 3 clusters Score -1.20095e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -12009470.000000 Penalty: 3727.565674
	Iteration 30Q: 3 clusters Score -1.200947e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 70589 members 
Entering Unmasked Estep 
Score: -12009477.000000 Penalty: 3727.565674
	Iteration 31Q: 3 clusters Score -1.200948e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -12009537.000000 Penalty: 3727.565674
	Iteration 32Q: 3 clusters Score -1.200954e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -12009499.000000 Penalty: 3727.565674
	Iteration 33Q: 3 clusters Score -1.20095e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -12009465.000000 Penalty: 3727.565674
	Iteration 34Q: 3 clusters Score -1.200946e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -12009476.000000 Penalty: 3727.565674
	Iteration 35Q: 3 clusters Score -1.200948e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -12009460.000000 Penalty: 3727.565674
	Iteration 36Q: 3 clusters Score -1.200946e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -12009488.000000 Penalty: 3727.565674
	Iteration 37Q: 3 clusters Score -1.200949e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 72228 members 
Entering Unmasked Estep 
Score: -12009530.000000 Penalty: 3727.565674
	Iteration 38Q: 3 clusters Score -1.200953e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -12009573.000000 Penalty: 3727.565674
	Iteration 39Q: 3 clusters Score -1.200957e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -12009579.000000 Penalty: 3727.565674
	Iteration 40F: 3 clusters Score -1.200958e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -12009629.000000 Penalty: 3727.565674
	Iteration 41Q: 3 clusters Score -1.200963e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -12009658.000000 Penalty: 3727.565674
	Iteration 42Q: 3 clusters Score -1.200966e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -12009675.000000 Penalty: 3727.565674
	Iteration 43Q: 3 clusters Score -1.200968e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -12009689.000000 Penalty: 3727.565674
	Iteration 44Q: 3 clusters Score -1.200969e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -12009713.000000 Penalty: 3727.565674
	Iteration 45Q: 3 clusters Score -1.200971e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -12009728.000000 Penalty: 3727.565674
	Iteration 46Q: 3 clusters Score -1.200973e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -12009773.000000 Penalty: 3727.565674
	Iteration 47Q: 3 clusters Score -1.200977e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -12009788.000000 Penalty: 3727.565674
	Iteration 48Q: 3 clusters Score -1.200979e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -12009815.000000 Penalty: 3727.565674
	Iteration 49Q: 3 clusters Score -1.200982e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -12009839.000000 Penalty: 3727.565674
	Iteration 50Q: 3 clusters Score -1.200984e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -12009856.000000 Penalty: 3727.565674
	Iteration 51Q: 3 clusters Score -1.200986e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -12009886.000000 Penalty: 3727.565674
	Iteration 52Q: 3 clusters Score -1.200989e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -12009871.000000 Penalty: 3727.565674
	Iteration 53Q: 3 clusters Score -1.200987e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -12009889.000000 Penalty: 3727.565674
	Iteration 54Q: 3 clusters Score -1.200989e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -12009912.000000 Penalty: 3727.565674
	Iteration 55Q: 3 clusters Score -1.200991e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -12009958.000000 Penalty: 3727.565674
	Iteration 56Q: 3 clusters Score -1.200996e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -12009983.000000 Penalty: 3727.565674
	Iteration 57Q: 3 clusters Score -1.200998e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -12010064.000000 Penalty: 3727.565674
	Iteration 58Q: 3 clusters Score -1.201006e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 76759 members 
Entering Unmasked Estep 
Score: -12010092.000000 Penalty: 3727.565674
	Iteration 59Q: 3 clusters Score -1.201009e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -12010105.000000 Penalty: 3727.565674
	Iteration 60F: 3 clusters Score -1.20101e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 77390 members 
Entering Unmasked Estep 
Score: -12010111.000000 Penalty: 3727.565674
	Iteration 61Q: 3 clusters Score -1.201011e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -12010141.000000 Penalty: 3727.565674
	Iteration 62Q: 3 clusters Score -1.201014e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -12010178.000000 Penalty: 3727.565674
	Iteration 63Q: 3 clusters Score -1.201018e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -12010197.000000 Penalty: 3727.565674
	Iteration 64Q: 3 clusters Score -1.20102e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -12010146.000000 Penalty: 3727.565674
	Iteration 65Q: 3 clusters Score -1.201015e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -12010156.000000 Penalty: 3727.565674
	Iteration 66Q: 3 clusters Score -1.201016e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -12010215.000000 Penalty: 3727.565674
	Iteration 67Q: 3 clusters Score -1.201022e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -12010234.000000 Penalty: 3727.565674
	Iteration 68Q: 3 clusters Score -1.201023e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -12010219.000000 Penalty: 3727.565674
	Iteration 69Q: 3 clusters Score -1.201022e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -12010190.000000 Penalty: 3727.565674
	Iteration 70Q: 3 clusters Score -1.201019e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -12010133.000000 Penalty: 3727.565674
	Iteration 71Q: 3 clusters Score -1.201013e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -12010160.000000 Penalty: 3727.565674
	Iteration 72Q: 3 clusters Score -1.201016e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -12010331.000000 Penalty: 3727.565674
	Iteration 73Q: 3 clusters Score -1.201033e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -12010544.000000 Penalty: 3727.565674
	Iteration 74Q: 3 clusters Score -1.201054e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -12010700.000000 Penalty: 3727.565674
	Iteration 75Q: 3 clusters Score -1.20107e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -12010938.000000 Penalty: 3727.565674
	Iteration 76Q: 3 clusters Score -1.201094e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -12011219.000000 Penalty: 3727.565674
	Iteration 77Q: 3 clusters Score -1.201122e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -12011417.000000 Penalty: 3727.565674
	Iteration 78Q: 3 clusters Score -1.201142e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -12011590.000000 Penalty: 3727.565674
	Iteration 79Q: 3 clusters Score -1.201159e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -12011726.000000 Penalty: 3727.565674
	Iteration 80F: 3 clusters Score -1.201173e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -12011933.000000 Penalty: 3727.565674
	Iteration 81Q: 3 clusters Score -1.201193e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -12012080.000000 Penalty: 3727.565674
	Iteration 82Q: 3 clusters Score -1.201208e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -12012267.000000 Penalty: 3727.565674
	Iteration 83Q: 3 clusters Score -1.201227e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -12012389.000000 Penalty: 3727.565674
	Iteration 84Q: 3 clusters Score -1.201239e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -12012538.000000 Penalty: 3727.565674
	Iteration 85Q: 3 clusters Score -1.201254e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 86934 members 
Entering Unmasked Estep 
Score: -12012693.000000 Penalty: 3727.565674
	Iteration 86Q: 3 clusters Score -1.201269e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -12012782.000000 Penalty: 3727.565674
	Iteration 87Q: 3 clusters Score -1.201278e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 87926 members 
Entering Unmasked Estep 
Score: -12012865.000000 Penalty: 3727.565674
	Iteration 88Q: 3 clusters Score -1.201286e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -12012881.000000 Penalty: 3727.565674
	Iteration 89Q: 3 clusters Score -1.201288e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -12012867.000000 Penalty: 3727.565674
	Iteration 90Q: 3 clusters Score -1.201287e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -12012920.000000 Penalty: 3727.565674
	Iteration 91Q: 3 clusters Score -1.201292e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -12012946.000000 Penalty: 3727.565674
	Iteration 92Q: 3 clusters Score -1.201295e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -12012894.000000 Penalty: 3727.565674
	Iteration 93Q: 3 clusters Score -1.201289e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -12012883.000000 Penalty: 3727.565674
	Iteration 94Q: 3 clusters Score -1.201288e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 90350 members 
Entering Unmasked Estep 
Score: -12012879.000000 Penalty: 3727.565674
	Iteration 95Q: 3 clusters Score -1.201288e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -12012860.000000 Penalty: 3727.565674
	Iteration 96Q: 3 clusters Score -1.201286e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -12012839.000000 Penalty: 3727.565674
	Iteration 97Q: 3 clusters Score -1.201284e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 90993 members 
Entering Unmasked Estep 
Score: -12012779.000000 Penalty: 3727.565674
	Iteration 98Q: 3 clusters Score -1.201278e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 91155 members 
Entering Unmasked Estep 
Score: -12012700.000000 Penalty: 3727.565674
	Iteration 99Q: 3 clusters Score -1.20127e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -12012643.000000 Penalty: 3727.565674
	Iteration 100F: 3 clusters Score -1.201264e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 91432 members 
Entering Unmasked Estep 
Score: -12012585.000000 Penalty: 3727.565674
	Iteration 101Q: 3 clusters Score -1.201258e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 91535 members 
Entering Unmasked Estep 
Score: -12012564.000000 Penalty: 3727.565674
	Iteration 102Q: 3 clusters Score -1.201256e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 91625 members 
Entering Unmasked Estep 
Score: -12012519.000000 Penalty: 3727.565674
	Iteration 103Q: 3 clusters Score -1.201252e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -12012527.000000 Penalty: 3727.565674
	Iteration 104Q: 3 clusters Score -1.201253e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 91774 members 
Entering Unmasked Estep 
Score: -12012489.000000 Penalty: 3727.565674
	Iteration 105Q: 3 clusters Score -1.201249e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 91848 members 
Entering Unmasked Estep 
Score: -12012445.000000 Penalty: 3727.565674
	Iteration 106Q: 3 clusters Score -1.201244e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 91922 members 
Entering Unmasked Estep 
Score: -12012428.000000 Penalty: 3727.565674
	Iteration 107Q: 3 clusters Score -1.201243e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -12012415.000000 Penalty: 3727.565674
	Iteration 108Q: 3 clusters Score -1.201242e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -12012397.000000 Penalty: 3727.565674
	Iteration 109Q: 3 clusters Score -1.20124e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -12012373.000000 Penalty: 3727.565674
	Iteration 110Q: 3 clusters Score -1.201237e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -12012340.000000 Penalty: 3727.565674
	Iteration 111Q: 3 clusters Score -1.201234e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -12012344.000000 Penalty: 3727.565674
	Iteration 112Q: 3 clusters Score -1.201234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 92178 members 
Entering Unmasked Estep 
Score: -12012330.000000 Penalty: 3727.565674
	Iteration 113Q: 3 clusters Score -1.201233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -12012301.000000 Penalty: 3727.565674
	Iteration 114Q: 3 clusters Score -1.20123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 92215 members 
Entering Unmasked Estep 
Score: -12012283.000000 Penalty: 3727.565674
	Iteration 115Q: 3 clusters Score -1.201228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 92233 members 
Entering Unmasked Estep 
Score: -12012273.000000 Penalty: 3727.565674
	Iteration 116Q: 3 clusters Score -1.201227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 92246 members 
Entering Unmasked Estep 
Score: -12012291.000000 Penalty: 3727.565674
	Iteration 117Q: 3 clusters Score -1.201229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -12012274.000000 Penalty: 3727.565674
	Iteration 118Q: 3 clusters Score -1.201227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -12012273.000000 Penalty: 3727.565674
	Iteration 119Q: 3 clusters Score -1.201227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -12012275.000000 Penalty: 3727.565674
	Iteration 120F: 3 clusters Score -1.201228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -12012273.000000 Penalty: 3727.565674
	Iteration 121Q: 3 clusters Score -1.201227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 92331 members 
Entering Unmasked Estep 
Score: -12012276.000000 Penalty: 3727.565674
	Iteration 122Q: 3 clusters Score -1.201228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 92344 members 
Entering Unmasked Estep 
Score: -12012267.000000 Penalty: 3727.565674
	Iteration 123Q: 3 clusters Score -1.201227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -12012271.000000 Penalty: 3727.565674
	Iteration 124Q: 3 clusters Score -1.201227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -12012257.000000 Penalty: 3727.565674
	Iteration 125Q: 3 clusters Score -1.201226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -12012246.000000 Penalty: 3727.565674
	Iteration 126Q: 3 clusters Score -1.201225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -12012259.000000 Penalty: 3727.565674
	Iteration 127Q: 3 clusters Score -1.201226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -12012247.000000 Penalty: 3727.565674
	Iteration 128Q: 3 clusters Score -1.201225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -12012225.000000 Penalty: 3727.565674
	Iteration 129Q: 3 clusters Score -1.201222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 92391 members 
Entering Unmasked Estep 
Score: -12012228.000000 Penalty: 3727.565674
	Iteration 130Q: 3 clusters Score -1.201223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -12012211.000000 Penalty: 3727.565674
	Iteration 131Q: 3 clusters Score -1.201221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -12012204.000000 Penalty: 3727.565674
	Iteration 132Q: 3 clusters Score -1.20122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 92414 members 
Entering Unmasked Estep 
Score: -12012214.000000 Penalty: 3727.565674
	Iteration 133Q: 3 clusters Score -1.201221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -12012223.000000 Penalty: 3727.565674
	Iteration 134Q: 3 clusters Score -1.201222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -12012223.000000 Penalty: 3727.565674
	Iteration 135Q: 3 clusters Score -1.201222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -12012219.000000 Penalty: 3727.565674
	Iteration 136Q: 3 clusters Score -1.201222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -12012224.000000 Penalty: 3727.565674
	Iteration 137Q: 3 clusters Score -1.201222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -12012203.000000 Penalty: 3727.565674
	Iteration 138Q: 3 clusters Score -1.20122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -12012199.000000 Penalty: 3727.565674
	Iteration 139Q: 3 clusters Score -1.20122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -12012199.000000 Penalty: 3727.565674
	Iteration 140F: 3 clusters Score -1.20122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87972 members 
Mstep: Class 6 contains 28504 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 9 contains 92435 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 9330 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 90503 members 
Mstep: Class 16 contains 94607 members 
Mstep: Class 17 contains 88445 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71226 members 
Mstep: Class 20 contains 3767 members 
Mstep: Class 21 contains 3416 members 
Mstep: Class 22 contains 81349 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6143 members 
Mstep: Class 27 contains 19286 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 85838 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 10473 members 
Entering Unmasked Estep 
Score: -102213616.000000 Penalty: 68724.578125
Splitting cluster 8 changes total score from -102213128.000000 to -102213616.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 10 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -22962.626953 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -22962.63 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 164 members 
Entering Unmasked Estep 
Score: -22339.914062 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -22339.91 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22716.464844 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -22716.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22812.025391 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -22812.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22923.921875 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -22923.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22965.070312 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -22965.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22991.228516 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -22991.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23002.828125 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -23002.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23005.845703 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -23005.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23006.179688 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -23006.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23006.552734 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -23006.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23019.287109 Penalty: 1900.092651
	Iteration 10F: 3 clusters Score -23019.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23035.173828 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -23035.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23042.439453 Penalty: 1900.092651
	Iteration 12Q: 3 clusters Score -23042.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23050.072266 Penalty: 1900.092651
	Iteration 13Q: 3 clusters Score -23050.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23052.048828 Penalty: 1900.092651
	Iteration 14Q: 3 clusters Score -23052.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23052.048828 Penalty: 1900.092651
	Iteration 15F: 3 clusters Score -23052.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87972 members 
Mstep: Class 6 contains 28504 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 9 contains 92435 members 
Mstep: Class 10 contains 239 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 9330 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 90503 members 
Mstep: Class 16 contains 94607 members 
Mstep: Class 17 contains 88445 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71226 members 
Mstep: Class 20 contains 3767 members 
Mstep: Class 21 contains 3416 members 
Mstep: Class 22 contains 81349 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6143 members 
Mstep: Class 27 contains 19286 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 85838 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 10473 members 
Mstep: Class 32 contains 107 members 
Entering Unmasked Estep 
Score: -102212480.000000 Penalty: 70941.500000
Splitting cluster 10 changes total score from -102213128.000000 to -102212480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -319494.937500 Penalty: 1286.777222
	Iteration 0F: 2 clusters Score -319494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -316936.718750 Penalty: 2573.554443
	Iteration 0F: 3 clusters Score -316936.7 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -317638.375000 Penalty: 2573.554443
	Iteration 1F: 3 clusters Score -317638.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -317832.937500 Penalty: 2573.554443
	Iteration 2F: 3 clusters Score -317832.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -318022.937500 Penalty: 2573.554443
	Iteration 3F: 3 clusters Score -318022.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -318168.062500 Penalty: 2573.554443
	Iteration 4F: 3 clusters Score -318168.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -318287.687500 Penalty: 2573.554443
	Iteration 5Q: 3 clusters Score -318287.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -318390.687500 Penalty: 2573.554443
	Iteration 6Q: 3 clusters Score -318390.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -318481.750000 Penalty: 2573.554443
	Iteration 7Q: 3 clusters Score -318481.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -318560.406250 Penalty: 2573.554443
	Iteration 8Q: 3 clusters Score -318560.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -318609.562500 Penalty: 2573.554443
	Iteration 9Q: 3 clusters Score -318609.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -318642.843750 Penalty: 2573.554443
	Iteration 10Q: 3 clusters Score -318642.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -318661.406250 Penalty: 2573.554443
	Iteration 11Q: 3 clusters Score -318661.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -318671.593750 Penalty: 2573.554443
	Iteration 12Q: 3 clusters Score -318671.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -318683.625000 Penalty: 2573.554443
	Iteration 13Q: 3 clusters Score -318683.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -318693.062500 Penalty: 2573.554443
	Iteration 14Q: 3 clusters Score -318693.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -318703.656250 Penalty: 2573.554443
	Iteration 15Q: 3 clusters Score -318703.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -318708.500000 Penalty: 2573.554443
	Iteration 16Q: 3 clusters Score -318708.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -318714.250000 Penalty: 2573.554443
	Iteration 17Q: 3 clusters Score -318714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -318718.187500 Penalty: 2573.554443
	Iteration 18Q: 3 clusters Score -318718.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -318721.593750 Penalty: 2573.554443
	Iteration 19Q: 3 clusters Score -318721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -318724.656250 Penalty: 2573.554443
	Iteration 20F: 3 clusters Score -318724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -318725.937500 Penalty: 2573.554443
	Iteration 21Q: 3 clusters Score -318725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -318726.343750 Penalty: 2573.554443
	Iteration 22Q: 3 clusters Score -318726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -318726.625000 Penalty: 2573.554443
	Iteration 23Q: 3 clusters Score -318726.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -318726.625000 Penalty: 2573.554443
	Iteration 24F: 3 clusters Score -318726.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Entering Unmasked Estep 
Score: -1015356.437500 Penalty: 1466.714722
	Iteration 0F: 2 clusters Score -1015356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1009329.875000 Penalty: 2933.429443
	Iteration 0F: 3 clusters Score -1009330 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1011300.750000 Penalty: 2933.429443
	Iteration 1F: 3 clusters Score -1011301 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1011563.687500 Penalty: 2933.429443
	Iteration 2F: 3 clusters Score -1011564 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1011765.000000 Penalty: 2933.429443
	Iteration 3F: 3 clusters Score -1011765 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1011947.375000 Penalty: 2933.429443
	Iteration 4Q: 3 clusters Score -1011947 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1012138.062500 Penalty: 2933.429443
	Iteration 5Q: 3 clusters Score -1012138 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1012322.562500 Penalty: 2933.429443
	Iteration 6Q: 3 clusters Score -1012323 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1012527.000000 Penalty: 2933.429443
	Iteration 7Q: 3 clusters Score -1012527 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1012767.750000 Penalty: 2933.429443
	Iteration 8Q: 3 clusters Score -1012768 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1013031.812500 Penalty: 2933.429443
	Iteration 9Q: 3 clusters Score -1013032 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1013286.562500 Penalty: 2933.429443
	Iteration 10Q: 3 clusters Score -1013287 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1013506.625000 Penalty: 2933.429443
	Iteration 11Q: 3 clusters Score -1013507 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1013712.062500 Penalty: 2933.429443
	Iteration 12Q: 3 clusters Score -1013712 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1013873.562500 Penalty: 2933.429443
	Iteration 13Q: 3 clusters Score -1013874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1014005.062500 Penalty: 2933.429443
	Iteration 14Q: 3 clusters Score -1014005 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1014105.000000 Penalty: 2933.429443
	Iteration 15Q: 3 clusters Score -1014105 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1014159.187500 Penalty: 2933.429443
	Iteration 16Q: 3 clusters Score -1014159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1014201.062500 Penalty: 2933.429443
	Iteration 17Q: 3 clusters Score -1014201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1014228.562500 Penalty: 2933.429443
	Iteration 18Q: 3 clusters Score -1014229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1014252.375000 Penalty: 2933.429443
	Iteration 19Q: 3 clusters Score -1014252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1014272.062500 Penalty: 2933.429443
	Iteration 20F: 3 clusters Score -1014272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1014281.062500 Penalty: 2933.429443
	Iteration 21Q: 3 clusters Score -1014281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1014292.500000 Penalty: 2933.429443
	Iteration 22Q: 3 clusters Score -1014292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1014302.562500 Penalty: 2933.429443
	Iteration 23Q: 3 clusters Score -1014303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1014310.000000 Penalty: 2933.429443
	Iteration 24Q: 3 clusters Score -1014310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1014312.187500 Penalty: 2933.429443
	Iteration 25Q: 3 clusters Score -1014312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1014313.062500 Penalty: 2933.429443
	Iteration 26Q: 3 clusters Score -1014313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1014317.875000 Penalty: 2933.429443
	Iteration 27Q: 3 clusters Score -1014318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1014320.000000 Penalty: 2933.429443
	Iteration 28Q: 3 clusters Score -1014320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1014320.062500 Penalty: 2933.429443
	Iteration 29Q: 3 clusters Score -1014320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1014320.375000 Penalty: 2933.429443
	Iteration 30Q: 3 clusters Score -1014320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1014320.812500 Penalty: 2933.429443
	Iteration 31Q: 3 clusters Score -1014321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1014322.187500 Penalty: 2933.429443
	Iteration 32Q: 3 clusters Score -1014322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1014323.125000 Penalty: 2933.429443
	Iteration 33Q: 3 clusters Score -1014323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1014323.125000 Penalty: 2933.429443
	Iteration 34F: 3 clusters Score -1014323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Entering Unmasked Estep 
Score: -1135700.750000 Penalty: 1485.410889
	Iteration 0F: 2 clusters Score -1135701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1128883.375000 Penalty: 2970.821777
	Iteration 0F: 3 clusters Score -1128883 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1131076.625000 Penalty: 2970.821777
	Iteration 1F: 3 clusters Score -1131077 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1131333.750000 Penalty: 2970.821777
	Iteration 2F: 3 clusters Score -1131334 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1131525.375000 Penalty: 2970.821777
	Iteration 3Q: 3 clusters Score -1131525 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1131705.375000 Penalty: 2970.821777
	Iteration 4Q: 3 clusters Score -1131705 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1131914.500000 Penalty: 2970.821777
	Iteration 5Q: 3 clusters Score -1131914 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1132188.125000 Penalty: 2970.821777
	Iteration 6Q: 3 clusters Score -1132188 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1132527.250000 Penalty: 2970.821777
	Iteration 7F: 3 clusters Score -1132527 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1132886.500000 Penalty: 2970.821777
	Iteration 8F: 3 clusters Score -1132886 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1133250.000000 Penalty: 2970.821777
	Iteration 9F: 3 clusters Score -1133250 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1133553.125000 Penalty: 2970.821777
	Iteration 10Q: 3 clusters Score -1133553 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1133818.375000 Penalty: 2970.821777
	Iteration 11Q: 3 clusters Score -1133818 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1133998.000000 Penalty: 2970.821777
	Iteration 12Q: 3 clusters Score -1133998 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1134113.125000 Penalty: 2970.821777
	Iteration 13Q: 3 clusters Score -1134113 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1134208.375000 Penalty: 2970.821777
	Iteration 14Q: 3 clusters Score -1134208 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1134278.250000 Penalty: 2970.821777
	Iteration 15Q: 3 clusters Score -1134278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1134337.125000 Penalty: 2970.821777
	Iteration 16Q: 3 clusters Score -1134337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1134380.000000 Penalty: 2970.821777
	Iteration 17Q: 3 clusters Score -1134380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1134404.875000 Penalty: 2970.821777
	Iteration 18Q: 3 clusters Score -1134405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1134422.500000 Penalty: 2970.821777
	Iteration 19Q: 3 clusters Score -1134422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1134438.750000 Penalty: 2970.821777
	Iteration 20F: 3 clusters Score -1134439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1134446.250000 Penalty: 2970.821777
	Iteration 21Q: 3 clusters Score -1134446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1134451.625000 Penalty: 2970.821777
	Iteration 22Q: 3 clusters Score -1134452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1134457.375000 Penalty: 2970.821777
	Iteration 23Q: 3 clusters Score -1134457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1134464.875000 Penalty: 2970.821777
	Iteration 24Q: 3 clusters Score -1134465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1134470.750000 Penalty: 2970.821777
	Iteration 25Q: 3 clusters Score -1134471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1134469.875000 Penalty: 2970.821777
	Iteration 26Q: 3 clusters Score -1134470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1134475.250000 Penalty: 2970.821777
	Iteration 27Q: 3 clusters Score -1134475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1134475.750000 Penalty: 2970.821777
	Iteration 28Q: 3 clusters Score -1134476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1134476.125000 Penalty: 2970.821777
	Iteration 29Q: 3 clusters Score -1134476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1134478.500000 Penalty: 2970.821777
	Iteration 30Q: 3 clusters Score -1134478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1134478.500000 Penalty: 2970.821777
	Iteration 31F: 3 clusters Score -1134478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Entering Unmasked Estep 
Score: -305866.437500 Penalty: 1281.182495
	Iteration 0F: 2 clusters Score -305866.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -303390.843750 Penalty: 2562.364990
	Iteration 0F: 3 clusters Score -303390.8 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -304086.343750 Penalty: 2562.364990
	Iteration 1F: 3 clusters Score -304086.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -304324.187500 Penalty: 2562.364990
	Iteration 2F: 3 clusters Score -304324.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -304505.218750 Penalty: 2562.364990
	Iteration 3F: 3 clusters Score -304505.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -304676.500000 Penalty: 2562.364990
	Iteration 4F: 3 clusters Score -304676.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -304790.718750 Penalty: 2562.364990
	Iteration 5Q: 3 clusters Score -304790.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -304889.062500 Penalty: 2562.364990
	Iteration 6Q: 3 clusters Score -304889.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -304992.156250 Penalty: 2562.364990
	Iteration 7Q: 3 clusters Score -304992.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -305136.093750 Penalty: 2562.364990
	Iteration 8Q: 3 clusters Score -305136.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -305247.375000 Penalty: 2562.364990
	Iteration 9Q: 3 clusters Score -305247.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -305350.687500 Penalty: 2562.364990
	Iteration 10Q: 3 clusters Score -305350.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -305436.125000 Penalty: 2562.364990
	Iteration 11Q: 3 clusters Score -305436.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -305487.343750 Penalty: 2562.364990
	Iteration 12Q: 3 clusters Score -305487.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -305517.406250 Penalty: 2562.364990
	Iteration 13Q: 3 clusters Score -305517.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -305529.062500 Penalty: 2562.364990
	Iteration 14Q: 3 clusters Score -305529.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -305531.718750 Penalty: 2562.364990
	Iteration 15Q: 3 clusters Score -305531.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -305535.562500 Penalty: 2562.364990
	Iteration 16Q: 3 clusters Score -305535.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -305537.125000 Penalty: 2562.364990
	Iteration 17Q: 3 clusters Score -305537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -305539.312500 Penalty: 2562.364990
	Iteration 18Q: 3 clusters Score -305539.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -305543.500000 Penalty: 2562.364990
	Iteration 19Q: 3 clusters Score -305543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -305549.593750 Penalty: 2562.364990
	Iteration 20F: 3 clusters Score -305549.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -305565.906250 Penalty: 2562.364990
	Iteration 21Q: 3 clusters Score -305565.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -305574.125000 Penalty: 2562.364990
	Iteration 22Q: 3 clusters Score -305574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -305579.500000 Penalty: 2562.364990
	Iteration 23Q: 3 clusters Score -305579.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -305583.093750 Penalty: 2562.364990
	Iteration 24Q: 3 clusters Score -305583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -305585.125000 Penalty: 2562.364990
	Iteration 25Q: 3 clusters Score -305585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -305585.750000 Penalty: 2562.364990
	Iteration 26Q: 3 clusters Score -305585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -305585.750000 Penalty: 2562.364990
	Iteration 27F: 3 clusters Score -305585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Entering Unmasked Estep 
Score: -11326749.000000 Penalty: 1854.635010
	Iteration 0F: 2 clusters Score -1.132675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -11271509.000000 Penalty: 3709.270020
	Iteration 0F: 3 clusters Score -1.127151e+07 nChanged 43123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -11295837.000000 Penalty: 3709.270020
	Iteration 1F: 3 clusters Score -1.129584e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -11296272.000000 Penalty: 3709.270020
	Iteration 2Q: 3 clusters Score -1.129627e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -11296743.000000 Penalty: 3709.270020
	Iteration 3Q: 3 clusters Score -1.129674e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -11297416.000000 Penalty: 3709.270020
	Iteration 4Q: 3 clusters Score -1.129742e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -11298383.000000 Penalty: 3709.270020
	Iteration 5Q: 3 clusters Score -1.129838e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -11300001.000000 Penalty: 3709.270020
	Iteration 6Q: 3 clusters Score -1.13e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -11302634.000000 Penalty: 3709.270020
	Iteration 7F: 3 clusters Score -1.130263e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 61368 members 
Entering Unmasked Estep 
Score: -11306602.000000 Penalty: 3709.270020
	Iteration 8F: 3 clusters Score -1.13066e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -11311619.000000 Penalty: 3709.270020
	Iteration 9F: 3 clusters Score -1.131162e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -11316201.000000 Penalty: 3709.270020
	Iteration 10F: 3 clusters Score -1.13162e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -11319484.000000 Penalty: 3709.270020
	Iteration 11F: 3 clusters Score -1.131948e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -11321441.000000 Penalty: 3709.270020
	Iteration 12Q: 3 clusters Score -1.132144e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -11322717.000000 Penalty: 3709.270020
	Iteration 13Q: 3 clusters Score -1.132272e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -11323524.000000 Penalty: 3709.270020
	Iteration 14Q: 3 clusters Score -1.132352e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -11324040.000000 Penalty: 3709.270020
	Iteration 15Q: 3 clusters Score -1.132404e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -11324294.000000 Penalty: 3709.270020
	Iteration 16Q: 3 clusters Score -1.132429e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -11324404.000000 Penalty: 3709.270020
	Iteration 17Q: 3 clusters Score -1.13244e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 84479 members 
Entering Unmasked Estep 
Score: -11324455.000000 Penalty: 3709.270020
	Iteration 18Q: 3 clusters Score -1.132446e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 85010 members 
Entering Unmasked Estep 
Score: -11324630.000000 Penalty: 3709.270020
	Iteration 19Q: 3 clusters Score -1.132463e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -11324736.000000 Penalty: 3709.270020
	Iteration 20F: 3 clusters Score -1.132474e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -11324785.000000 Penalty: 3709.270020
	Iteration 21Q: 3 clusters Score -1.132478e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -11324897.000000 Penalty: 3709.270020
	Iteration 22Q: 3 clusters Score -1.13249e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 86455 members 
Entering Unmasked Estep 
Score: -11324909.000000 Penalty: 3709.270020
	Iteration 23Q: 3 clusters Score -1.132491e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -11324942.000000 Penalty: 3709.270020
	Iteration 24Q: 3 clusters Score -1.132494e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -11324975.000000 Penalty: 3709.270020
	Iteration 25Q: 3 clusters Score -1.132498e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -11325023.000000 Penalty: 3709.270020
	Iteration 26Q: 3 clusters Score -1.132502e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -11325064.000000 Penalty: 3709.270020
	Iteration 27Q: 3 clusters Score -1.132506e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -11325069.000000 Penalty: 3709.270020
	Iteration 28Q: 3 clusters Score -1.132507e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -11325063.000000 Penalty: 3709.270020
	Iteration 29Q: 3 clusters Score -1.132506e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -11325104.000000 Penalty: 3709.270020
	Iteration 30Q: 3 clusters Score -1.13251e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 87891 members 
Entering Unmasked Estep 
Score: -11325139.000000 Penalty: 3709.270020
	Iteration 31Q: 3 clusters Score -1.132514e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
Score: -11325156.000000 Penalty: 3709.270020
	Iteration 32Q: 3 clusters Score -1.132516e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -11325161.000000 Penalty: 3709.270020
	Iteration 33Q: 3 clusters Score -1.132516e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -11325185.000000 Penalty: 3709.270020
	Iteration 34Q: 3 clusters Score -1.132518e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -11325214.000000 Penalty: 3709.270020
	Iteration 35Q: 3 clusters Score -1.132521e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -11325206.000000 Penalty: 3709.270020
	Iteration 36Q: 3 clusters Score -1.132521e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -11325215.000000 Penalty: 3709.270020
	Iteration 37Q: 3 clusters Score -1.132522e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 88406 members 
Entering Unmasked Estep 
Score: -11325244.000000 Penalty: 3709.270020
	Iteration 38Q: 3 clusters Score -1.132524e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -11325254.000000 Penalty: 3709.270020
	Iteration 39Q: 3 clusters Score -1.132525e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -11325253.000000 Penalty: 3709.270020
	Iteration 40F: 3 clusters Score -1.132525e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 88556 members 
Entering Unmasked Estep 
Score: -11325270.000000 Penalty: 3709.270020
	Iteration 41Q: 3 clusters Score -1.132527e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 88602 members 
Entering Unmasked Estep 
Score: -11325265.000000 Penalty: 3709.270020
	Iteration 42Q: 3 clusters Score -1.132526e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -11325267.000000 Penalty: 3709.270020
	Iteration 43Q: 3 clusters Score -1.132527e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 88691 members 
Entering Unmasked Estep 
Score: -11325282.000000 Penalty: 3709.270020
	Iteration 44Q: 3 clusters Score -1.132528e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -11325292.000000 Penalty: 3709.270020
	Iteration 45Q: 3 clusters Score -1.132529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -11325297.000000 Penalty: 3709.270020
	Iteration 46Q: 3 clusters Score -1.13253e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -11325316.000000 Penalty: 3709.270020
	Iteration 47Q: 3 clusters Score -1.132532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -11325350.000000 Penalty: 3709.270020
	Iteration 48Q: 3 clusters Score -1.132535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -11325360.000000 Penalty: 3709.270020
	Iteration 49Q: 3 clusters Score -1.132536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 88832 members 
Entering Unmasked Estep 
Score: -11325359.000000 Penalty: 3709.270020
	Iteration 50Q: 3 clusters Score -1.132536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 88842 members 
Entering Unmasked Estep 
Score: -11325351.000000 Penalty: 3709.270020
	Iteration 51Q: 3 clusters Score -1.132535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -11325353.000000 Penalty: 3709.270020
	Iteration 52Q: 3 clusters Score -1.132535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -11325359.000000 Penalty: 3709.270020
	Iteration 53Q: 3 clusters Score -1.132536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -11325370.000000 Penalty: 3709.270020
	Iteration 54Q: 3 clusters Score -1.132537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -11325366.000000 Penalty: 3709.270020
	Iteration 55Q: 3 clusters Score -1.132537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -11325360.000000 Penalty: 3709.270020
	Iteration 56Q: 3 clusters Score -1.132536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -11325350.000000 Penalty: 3709.270020
	Iteration 57Q: 3 clusters Score -1.132535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -11325364.000000 Penalty: 3709.270020
	Iteration 58Q: 3 clusters Score -1.132536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -11325362.000000 Penalty: 3709.270020
	Iteration 59Q: 3 clusters Score -1.132536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -11325363.000000 Penalty: 3709.270020
	Iteration 60F: 3 clusters Score -1.132536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -11325370.000000 Penalty: 3709.270020
	Iteration 61Q: 3 clusters Score -1.132537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -11325380.000000 Penalty: 3709.270020
	Iteration 62Q: 3 clusters Score -1.132538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -11325378.000000 Penalty: 3709.270020
	Iteration 63Q: 3 clusters Score -1.132538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -11325376.000000 Penalty: 3709.270020
	Iteration 64Q: 3 clusters Score -1.132538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 88986 members 
Entering Unmasked Estep 
Score: -11325390.000000 Penalty: 3709.270020
	Iteration 65Q: 3 clusters Score -1.132539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -11325388.000000 Penalty: 3709.270020
	Iteration 66Q: 3 clusters Score -1.132539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 88995 members 
Entering Unmasked Estep 
Score: -11325387.000000 Penalty: 3709.270020
	Iteration 67Q: 3 clusters Score -1.132539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -11325388.000000 Penalty: 3709.270020
	Iteration 68Q: 3 clusters Score -1.132539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -11325395.000000 Penalty: 3709.270020
	Iteration 69Q: 3 clusters Score -1.13254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -11325395.000000 Penalty: 3709.270020
	Iteration 70Q: 3 clusters Score -1.13254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -11325390.000000 Penalty: 3709.270020
	Iteration 71Q: 3 clusters Score -1.132539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -11325404.000000 Penalty: 3709.270020
	Iteration 72Q: 3 clusters Score -1.13254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 89016 members 
Entering Unmasked Estep 
Score: -11325413.000000 Penalty: 3709.270020
	Iteration 73Q: 3 clusters Score -1.132541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -11325418.000000 Penalty: 3709.270020
	Iteration 74Q: 3 clusters Score -1.132542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -11325413.000000 Penalty: 3709.270020
	Iteration 75Q: 3 clusters Score -1.132541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -11325413.000000 Penalty: 3709.270020
	Iteration 76F: 3 clusters Score -1.132541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Entering Unmasked Estep 
Score: -11949643.000000 Penalty: 1861.841675
	Iteration 0F: 2 clusters Score -1.194964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -11892378.000000 Penalty: 3723.683350
	Iteration 0F: 3 clusters Score -1.189238e+07 nChanged 45332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -11918933.000000 Penalty: 3723.683350
	Iteration 1F: 3 clusters Score -1.191893e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -11920009.000000 Penalty: 3723.683350
	Iteration 2F: 3 clusters Score -1.192001e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -11921146.000000 Penalty: 3723.683350
	Iteration 3F: 3 clusters Score -1.192115e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -11923169.000000 Penalty: 3723.683350
	Iteration 4F: 3 clusters Score -1.192317e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -11925741.000000 Penalty: 3723.683350
	Iteration 5F: 3 clusters Score -1.192574e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -11928980.000000 Penalty: 3723.683350
	Iteration 6F: 3 clusters Score -1.192898e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -11931636.000000 Penalty: 3723.683350
	Iteration 7F: 3 clusters Score -1.193164e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -11933331.000000 Penalty: 3723.683350
	Iteration 8Q: 3 clusters Score -1.193333e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -11933998.000000 Penalty: 3723.683350
	Iteration 9Q: 3 clusters Score -1.1934e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -11934058.000000 Penalty: 3723.683350
	Iteration 10Q: 3 clusters Score -1.193406e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -11934072.000000 Penalty: 3723.683350
	Iteration 11Q: 3 clusters Score -1.193407e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -11934116.000000 Penalty: 3723.683350
	Iteration 12Q: 3 clusters Score -1.193412e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -11934320.000000 Penalty: 3723.683350
	Iteration 13Q: 3 clusters Score -1.193432e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -11934686.000000 Penalty: 3723.683350
	Iteration 14Q: 3 clusters Score -1.193469e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -11935144.000000 Penalty: 3723.683350
	Iteration 15Q: 3 clusters Score -1.193514e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -11935784.000000 Penalty: 3723.683350
	Iteration 16Q: 3 clusters Score -1.193578e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -11936472.000000 Penalty: 3723.683350
	Iteration 17Q: 3 clusters Score -1.193647e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -11937330.000000 Penalty: 3723.683350
	Iteration 18Q: 3 clusters Score -1.193733e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -11938185.000000 Penalty: 3723.683350
	Iteration 19Q: 3 clusters Score -1.193818e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -11939029.000000 Penalty: 3723.683350
	Iteration 20F: 3 clusters Score -1.193903e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -11939611.000000 Penalty: 3723.683350
	Iteration 21Q: 3 clusters Score -1.193961e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -11940079.000000 Penalty: 3723.683350
	Iteration 22Q: 3 clusters Score -1.194008e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -11940477.000000 Penalty: 3723.683350
	Iteration 23Q: 3 clusters Score -1.194048e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -11941077.000000 Penalty: 3723.683350
	Iteration 24Q: 3 clusters Score -1.194108e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -11941895.000000 Penalty: 3723.683350
	Iteration 25F: 3 clusters Score -1.19419e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -11942992.000000 Penalty: 3723.683350
	Iteration 26F: 3 clusters Score -1.194299e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -11943767.000000 Penalty: 3723.683350
	Iteration 27Q: 3 clusters Score -1.194377e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -11943994.000000 Penalty: 3723.683350
	Iteration 28Q: 3 clusters Score -1.194399e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -11946719.000000 Penalty: 3723.683350
	Iteration 29Q: 3 clusters Score -1.194672e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86605 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -11948386.000000 Penalty: 3723.683350
	Iteration 30Q: 3 clusters Score -1.194839e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -11949443.000000 Penalty: 3723.683350
	Iteration 31Q: 3 clusters Score -1.194944e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -11949735.000000 Penalty: 3723.683350
	Iteration 32Q: 3 clusters Score -1.194974e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -11949841.000000 Penalty: 3723.683350
	Iteration 33Q: 3 clusters Score -1.194984e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -11949933.000000 Penalty: 3723.683350
	Iteration 34Q: 3 clusters Score -1.194993e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -11949827.000000 Penalty: 3723.683350
	Iteration 35Q: 3 clusters Score -1.194983e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -11949756.000000 Penalty: 3723.683350
	Iteration 36Q: 3 clusters Score -1.194976e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92435 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -11949693.000000 Penalty: 3723.683350
	Iteration 37Q: 3 clusters Score -1.194969e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -11949589.000000 Penalty: 3723.683350
	Iteration 38Q: 3 clusters Score -1.194959e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11949580.000000 Penalty: 3723.683350
	Iteration 39Q: 3 clusters Score -1.194958e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -11949598.000000 Penalty: 3723.683350
	Iteration 40F: 3 clusters Score -1.19496e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92809 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11949528.000000 Penalty: 3723.683350
	Iteration 41Q: 3 clusters Score -1.194953e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11949487.000000 Penalty: 3723.683350
	Iteration 42Q: 3 clusters Score -1.194949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92911 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11949458.000000 Penalty: 3723.683350
	Iteration 43Q: 3 clusters Score -1.194946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -11949432.000000 Penalty: 3723.683350
	Iteration 44Q: 3 clusters Score -1.194943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -11949425.000000 Penalty: 3723.683350
	Iteration 45Q: 3 clusters Score -1.194942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -11949415.000000 Penalty: 3723.683350
	Iteration 46Q: 3 clusters Score -1.194942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11949396.000000 Penalty: 3723.683350
	Iteration 47Q: 3 clusters Score -1.19494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -11949380.000000 Penalty: 3723.683350
	Iteration 48Q: 3 clusters Score -1.194938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11949393.000000 Penalty: 3723.683350
	Iteration 49Q: 3 clusters Score -1.194939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11949389.000000 Penalty: 3723.683350
	Iteration 50Q: 3 clusters Score -1.194939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -11949394.000000 Penalty: 3723.683350
	Iteration 51Q: 3 clusters Score -1.194939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11949391.000000 Penalty: 3723.683350
	Iteration 52Q: 3 clusters Score -1.194939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11949389.000000 Penalty: 3723.683350
	Iteration 53Q: 3 clusters Score -1.194939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93065 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11949382.000000 Penalty: 3723.683350
	Iteration 54Q: 3 clusters Score -1.194938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11949372.000000 Penalty: 3723.683350
	Iteration 55Q: 3 clusters Score -1.194937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11949372.000000 Penalty: 3723.683350
	Iteration 56Q: 3 clusters Score -1.194937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11949366.000000 Penalty: 3723.683350
	Iteration 57Q: 3 clusters Score -1.194937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93091 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11949373.000000 Penalty: 3723.683350
	Iteration 58Q: 3 clusters Score -1.194937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11949382.000000 Penalty: 3723.683350
	Iteration 59Q: 3 clusters Score -1.194938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93099 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11949382.000000 Penalty: 3723.683350
	Iteration 60F: 3 clusters Score -1.194938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -11949382.000000 Penalty: 3723.683350
	Iteration 61Q: 3 clusters Score -1.194938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11949366.000000 Penalty: 3723.683350
	Iteration 62Q: 3 clusters Score -1.194937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11949366.000000 Penalty: 3723.683350
	Iteration 63F: 3 clusters Score -1.194937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Entering Unmasked Estep 
Score: -11091221.000000 Penalty: 1850.897095
	Iteration 0F: 2 clusters Score -1.109122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -11033845.000000 Penalty: 3701.794189
	Iteration 0F: 3 clusters Score -1.103384e+07 nChanged 42198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -11058219.000000 Penalty: 3701.794189
	Iteration 1F: 3 clusters Score -1.105822e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -11058816.000000 Penalty: 3701.794189
	Iteration 2Q: 3 clusters Score -1.105882e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -11059528.000000 Penalty: 3701.794189
	Iteration 3Q: 3 clusters Score -1.105953e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -11060616.000000 Penalty: 3701.794189
	Iteration 4Q: 3 clusters Score -1.106062e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -11062369.000000 Penalty: 3701.794189
	Iteration 5Q: 3 clusters Score -1.106237e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -11065448.000000 Penalty: 3701.794189
	Iteration 6F: 3 clusters Score -1.106545e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -11070009.000000 Penalty: 3701.794189
	Iteration 7F: 3 clusters Score -1.107001e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -11075632.000000 Penalty: 3701.794189
	Iteration 8F: 3 clusters Score -1.107563e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -11080682.000000 Penalty: 3701.794189
	Iteration 9F: 3 clusters Score -1.108068e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -11083808.000000 Penalty: 3701.794189
	Iteration 10Q: 3 clusters Score -1.108381e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -11086401.000000 Penalty: 3701.794189
	Iteration 11Q: 3 clusters Score -1.10864e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -11087782.000000 Penalty: 3701.794189
	Iteration 12Q: 3 clusters Score -1.108778e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -11088532.000000 Penalty: 3701.794189
	Iteration 13Q: 3 clusters Score -1.108853e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -11088941.000000 Penalty: 3701.794189
	Iteration 14Q: 3 clusters Score -1.108894e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -11089234.000000 Penalty: 3701.794189
	Iteration 15Q: 3 clusters Score -1.108923e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11089411.000000 Penalty: 3701.794189
	Iteration 16Q: 3 clusters Score -1.108941e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11089495.000000 Penalty: 3701.794189
	Iteration 17Q: 3 clusters Score -1.10895e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87465 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11089575.000000 Penalty: 3701.794189
	Iteration 18Q: 3 clusters Score -1.108958e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11089604.000000 Penalty: 3701.794189
	Iteration 19Q: 3 clusters Score -1.10896e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11089626.000000 Penalty: 3701.794189
	Iteration 20F: 3 clusters Score -1.108963e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11089634.000000 Penalty: 3701.794189
	Iteration 21Q: 3 clusters Score -1.108963e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11089657.000000 Penalty: 3701.794189
	Iteration 22Q: 3 clusters Score -1.108966e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -11089683.000000 Penalty: 3701.794189
	Iteration 23Q: 3 clusters Score -1.108968e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11089684.000000 Penalty: 3701.794189
	Iteration 24Q: 3 clusters Score -1.108968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87804 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11089702.000000 Penalty: 3701.794189
	Iteration 25Q: 3 clusters Score -1.10897e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11089717.000000 Penalty: 3701.794189
	Iteration 26Q: 3 clusters Score -1.108972e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11089722.000000 Penalty: 3701.794189
	Iteration 27Q: 3 clusters Score -1.108972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11089733.000000 Penalty: 3701.794189
	Iteration 28Q: 3 clusters Score -1.108973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11089750.000000 Penalty: 3701.794189
	Iteration 29Q: 3 clusters Score -1.108975e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87915 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11089751.000000 Penalty: 3701.794189
	Iteration 30Q: 3 clusters Score -1.108975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11089755.000000 Penalty: 3701.794189
	Iteration 31Q: 3 clusters Score -1.108976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11089752.000000 Penalty: 3701.794189
	Iteration 32Q: 3 clusters Score -1.108975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11089760.000000 Penalty: 3701.794189
	Iteration 33Q: 3 clusters Score -1.108976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87955 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11089772.000000 Penalty: 3701.794189
	Iteration 34Q: 3 clusters Score -1.108977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11089769.000000 Penalty: 3701.794189
	Iteration 35Q: 3 clusters Score -1.108977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11089778.000000 Penalty: 3701.794189
	Iteration 36Q: 3 clusters Score -1.108978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87962 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -11089776.000000 Penalty: 3701.794189
	Iteration 37Q: 3 clusters Score -1.108978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11089781.000000 Penalty: 3701.794189
	Iteration 38Q: 3 clusters Score -1.108978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87969 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -11089783.000000 Penalty: 3701.794189
	Iteration 39Q: 3 clusters Score -1.108978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87972 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11089773.000000 Penalty: 3701.794189
	Iteration 40F: 3 clusters Score -1.108977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87974 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11089777.000000 Penalty: 3701.794189
	Iteration 41Q: 3 clusters Score -1.108978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11089779.000000 Penalty: 3701.794189
	Iteration 42Q: 3 clusters Score -1.108978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11089776.000000 Penalty: 3701.794189
	Iteration 43Q: 3 clusters Score -1.108978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11089786.000000 Penalty: 3701.794189
	Iteration 44Q: 3 clusters Score -1.108979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11089784.000000 Penalty: 3701.794189
	Iteration 45Q: 3 clusters Score -1.108978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11089781.000000 Penalty: 3701.794189
	Iteration 46Q: 3 clusters Score -1.108978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11089786.000000 Penalty: 3701.794189
	Iteration 47Q: 3 clusters Score -1.108979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11089786.000000 Penalty: 3701.794189
	Iteration 48F: 3 clusters Score -1.108979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -38486.906250 Penalty: 973.612976
	Iteration 0F: 2 clusters Score -38486.91 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 205 members 
Entering Unmasked Estep 
Score: -37599.414062 Penalty: 1947.225952
	Iteration 0F: 3 clusters Score -37599.41 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38020.031250 Penalty: 1947.225952
	Iteration 1F: 3 clusters Score -38020.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38235.945312 Penalty: 1947.225952
	Iteration 2F: 3 clusters Score -38235.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38332.625000 Penalty: 1947.225952
	Iteration 3F: 3 clusters Score -38332.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38382.988281 Penalty: 1947.225952
	Iteration 4Q: 3 clusters Score -38382.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38422.671875 Penalty: 1947.225952
	Iteration 5Q: 3 clusters Score -38422.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38451.328125 Penalty: 1947.225952
	Iteration 6Q: 3 clusters Score -38451.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38458.519531 Penalty: 1947.225952
	Iteration 7Q: 3 clusters Score -38458.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38462.238281 Penalty: 1947.225952
	Iteration 8Q: 3 clusters Score -38462.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38465.132812 Penalty: 1947.225952
	Iteration 9Q: 3 clusters Score -38465.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38465.132812 Penalty: 1947.225952
	Iteration 10F: 3 clusters Score -38465.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Entering Unmasked Estep 
Score: -8759364.000000 Penalty: 1815.712158
	Iteration 0F: 2 clusters Score -8759364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -8712094.000000 Penalty: 3631.424316
	Iteration 0F: 3 clusters Score -8712094 nChanged 33691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -8731733.000000 Penalty: 3631.424316
	Iteration 1F: 3 clusters Score -8731733 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -8732535.000000 Penalty: 3631.424316
	Iteration 2Q: 3 clusters Score -8732535 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -8733612.000000 Penalty: 3631.424316
	Iteration 3Q: 3 clusters Score -8733612 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -8735351.000000 Penalty: 3631.424316
	Iteration 4Q: 3 clusters Score -8735351 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -8738167.000000 Penalty: 3631.424316
	Iteration 5F: 3 clusters Score -8738167 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -8741949.000000 Penalty: 3631.424316
	Iteration 6F: 3 clusters Score -8741949 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -8745492.000000 Penalty: 3631.424316
	Iteration 7F: 3 clusters Score -8745492 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -8747197.000000 Penalty: 3631.424316
	Iteration 8F: 3 clusters Score -8747197 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -8747861.000000 Penalty: 3631.424316
	Iteration 9Q: 3 clusters Score -8747861 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -8748233.000000 Penalty: 3631.424316
	Iteration 10Q: 3 clusters Score -8748233 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -8748474.000000 Penalty: 3631.424316
	Iteration 11Q: 3 clusters Score -8748474 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -8748786.000000 Penalty: 3631.424316
	Iteration 12Q: 3 clusters Score -8748786 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -8749072.000000 Penalty: 3631.424316
	Iteration 13Q: 3 clusters Score -8749072 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -8749330.000000 Penalty: 3631.424316
	Iteration 14Q: 3 clusters Score -8749330 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -8749570.000000 Penalty: 3631.424316
	Iteration 15Q: 3 clusters Score -8749570 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -8749861.000000 Penalty: 3631.424316
	Iteration 16Q: 3 clusters Score -8749861 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -8750156.000000 Penalty: 3631.424316
	Iteration 17Q: 3 clusters Score -8750156 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -8750443.000000 Penalty: 3631.424316
	Iteration 18Q: 3 clusters Score -8750443 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -8750761.000000 Penalty: 3631.424316
	Iteration 19Q: 3 clusters Score -8750761 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -8751064.000000 Penalty: 3631.424316
	Iteration 20F: 3 clusters Score -8751064 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -8751339.000000 Penalty: 3631.424316
	Iteration 21Q: 3 clusters Score -8751339 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -8751607.000000 Penalty: 3631.424316
	Iteration 22Q: 3 clusters Score -8751607 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -8751982.000000 Penalty: 3631.424316
	Iteration 23Q: 3 clusters Score -8751982 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -8752293.000000 Penalty: 3631.424316
	Iteration 24Q: 3 clusters Score -8752293 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -8752504.000000 Penalty: 3631.424316
	Iteration 25Q: 3 clusters Score -8752504 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -8752656.000000 Penalty: 3631.424316
	Iteration 26Q: 3 clusters Score -8752656 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -8752834.000000 Penalty: 3631.424316
	Iteration 27Q: 3 clusters Score -8752834 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -8752982.000000 Penalty: 3631.424316
	Iteration 28Q: 3 clusters Score -8752982 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -8753106.000000 Penalty: 3631.424316
	Iteration 29Q: 3 clusters Score -8753106 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -8753284.000000 Penalty: 3631.424316
	Iteration 30Q: 3 clusters Score -8753284 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -8753438.000000 Penalty: 3631.424316
	Iteration 31Q: 3 clusters Score -8753438 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -8753604.000000 Penalty: 3631.424316
	Iteration 32Q: 3 clusters Score -8753604 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -8753762.000000 Penalty: 3631.424316
	Iteration 33Q: 3 clusters Score -8753762 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8753892.000000 Penalty: 3631.424316
	Iteration 34Q: 3 clusters Score -8753892 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -8754055.000000 Penalty: 3631.424316
	Iteration 35Q: 3 clusters Score -8754055 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -8754178.000000 Penalty: 3631.424316
	Iteration 36Q: 3 clusters Score -8754178 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -8754316.000000 Penalty: 3631.424316
	Iteration 37Q: 3 clusters Score -8754316 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -8754427.000000 Penalty: 3631.424316
	Iteration 38Q: 3 clusters Score -8754427 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -8754574.000000 Penalty: 3631.424316
	Iteration 39Q: 3 clusters Score -8754574 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -8754778.000000 Penalty: 3631.424316
	Iteration 40F: 3 clusters Score -8754778 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -8754913.000000 Penalty: 3631.424316
	Iteration 41Q: 3 clusters Score -8754913 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -8755117.000000 Penalty: 3631.424316
	Iteration 42Q: 3 clusters Score -8755117 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -8755261.000000 Penalty: 3631.424316
	Iteration 43Q: 3 clusters Score -8755261 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -8755391.000000 Penalty: 3631.424316
	Iteration 44Q: 3 clusters Score -8755391 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -8755498.000000 Penalty: 3631.424316
	Iteration 45Q: 3 clusters Score -8755498 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -8755675.000000 Penalty: 3631.424316
	Iteration 46Q: 3 clusters Score -8755675 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -8755766.000000 Penalty: 3631.424316
	Iteration 47Q: 3 clusters Score -8755766 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -8755889.000000 Penalty: 3631.424316
	Iteration 48Q: 3 clusters Score -8755889 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -8755997.000000 Penalty: 3631.424316
	Iteration 49Q: 3 clusters Score -8755997 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -8756064.000000 Penalty: 3631.424316
	Iteration 50Q: 3 clusters Score -8756064 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -8756175.000000 Penalty: 3631.424316
	Iteration 51Q: 3 clusters Score -8756175 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -8756256.000000 Penalty: 3631.424316
	Iteration 52Q: 3 clusters Score -8756256 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -8756357.000000 Penalty: 3631.424316
	Iteration 53Q: 3 clusters Score -8756357 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -8756456.000000 Penalty: 3631.424316
	Iteration 54Q: 3 clusters Score -8756456 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -8756547.000000 Penalty: 3631.424316
	Iteration 55Q: 3 clusters Score -8756547 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -8756622.000000 Penalty: 3631.424316
	Iteration 56Q: 3 clusters Score -8756622 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -8756687.000000 Penalty: 3631.424316
	Iteration 57Q: 3 clusters Score -8756687 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -8756722.000000 Penalty: 3631.424316
	Iteration 58Q: 3 clusters Score -8756722 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -8756803.000000 Penalty: 3631.424316
	Iteration 59Q: 3 clusters Score -8756803 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -8756821.000000 Penalty: 3631.424316
	Iteration 60F: 3 clusters Score -8756821 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -8756883.000000 Penalty: 3631.424316
	Iteration 61Q: 3 clusters Score -8756883 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -8756936.000000 Penalty: 3631.424316
	Iteration 62Q: 3 clusters Score -8756936 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -8756972.000000 Penalty: 3631.424316
	Iteration 63Q: 3 clusters Score -8756972 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -8757032.000000 Penalty: 3631.424316
	Iteration 64Q: 3 clusters Score -8757032 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8757092 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8757084 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -8757124.000000 Penalty: 3631.424316
	Iteration 67Q: 3 clusters Score -8757124 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -8757145.000000 Penalty: 3631.424316
	Iteration 68Q: 3 clusters Score -8757145 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -8757187.000000 Penalty: 3631.424316
	Iteration 69Q: 3 clusters Score -8757187 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -8757196.000000 Penalty: 3631.424316
	Iteration 70Q: 3 clusters Score -8757196 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -8757211.000000 Penalty: 3631.424316
	Iteration 71Q: 3 clusters Score -8757211 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -8757245.000000 Penalty: 3631.424316
	Iteration 72Q: 3 clusters Score -8757245 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -8757263.000000 Penalty: 3631.424316
	Iteration 73Q: 3 clusters Score -8757263 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -8757286.000000 Penalty: 3631.424316
	Iteration 74Q: 3 clusters Score -8757286 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -8757312.000000 Penalty: 3631.424316
	Iteration 75Q: 3 clusters Score -8757312 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -8757314.000000 Penalty: 3631.424316
	Iteration 76Q: 3 clusters Score -8757314 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -8757313.000000 Penalty: 3631.424316
	Iteration 77Q: 3 clusters Score -8757313 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -8757321.000000 Penalty: 3631.424316
	Iteration 78Q: 3 clusters Score -8757321 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -8757336.000000 Penalty: 3631.424316
	Iteration 79Q: 3 clusters Score -8757336 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -8757341.000000 Penalty: 3631.424316
	Iteration 80F: 3 clusters Score -8757341 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -8757336.000000 Penalty: 3631.424316
	Iteration 81Q: 3 clusters Score -8757336 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -8757329.000000 Penalty: 3631.424316
	Iteration 82Q: 3 clusters Score -8757329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -8757346.000000 Penalty: 3631.424316
	Iteration 83Q: 3 clusters Score -8757346 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -8757348.000000 Penalty: 3631.424316
	Iteration 84Q: 3 clusters Score -8757348 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -8757380.000000 Penalty: 3631.424316
	Iteration 85Q: 3 clusters Score -8757380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -8757386.000000 Penalty: 3631.424316
	Iteration 86Q: 3 clusters Score -8757386 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -8757391.000000 Penalty: 3631.424316
	Iteration 87Q: 3 clusters Score -8757391 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -8757405.000000 Penalty: 3631.424316
	Iteration 88Q: 3 clusters Score -8757405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -8757416.000000 Penalty: 3631.424316
	Iteration 89Q: 3 clusters Score -8757416 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -8757419.000000 Penalty: 3631.424316
	Iteration 90Q: 3 clusters Score -8757419 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -8757434.000000 Penalty: 3631.424316
	Iteration 91Q: 3 clusters Score -8757434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -8757446.000000 Penalty: 3631.424316
	Iteration 92Q: 3 clusters Score -8757446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -8757413.000000 Penalty: 3631.424316
	Iteration 93Q: 3 clusters Score -8757413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -8757423.000000 Penalty: 3631.424316
	Iteration 94Q: 3 clusters Score -8757423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 66402 members 
Entering Unmasked Estep 
Score: -8757437.000000 Penalty: 3631.424316
	Iteration 95Q: 3 clusters Score -8757437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -8757432.000000 Penalty: 3631.424316
	Iteration 96Q: 3 clusters Score -8757432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -8757428.000000 Penalty: 3631.424316
	Iteration 97Q: 3 clusters Score -8757428 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -8757445.000000 Penalty: 3631.424316
	Iteration 98Q: 3 clusters Score -8757445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -8757446.000000 Penalty: 3631.424316
	Iteration 99Q: 3 clusters Score -8757446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -8757469.000000 Penalty: 3631.424316
	Iteration 100F: 3 clusters Score -8757469 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -8757468.000000 Penalty: 3631.424316
	Iteration 101Q: 3 clusters Score -8757468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -8757490.000000 Penalty: 3631.424316
	Iteration 102Q: 3 clusters Score -8757490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -8757482.000000 Penalty: 3631.424316
	Iteration 103Q: 3 clusters Score -8757482 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -8757494.000000 Penalty: 3631.424316
	Iteration 104Q: 3 clusters Score -8757494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -8757498.000000 Penalty: 3631.424316
	Iteration 105Q: 3 clusters Score -8757498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -8757501.000000 Penalty: 3631.424316
	Iteration 106Q: 3 clusters Score -8757501 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -8757512.000000 Penalty: 3631.424316
	Iteration 107Q: 3 clusters Score -8757512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -8757505.000000 Penalty: 3631.424316
	Iteration 108Q: 3 clusters Score -8757505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -8757506.000000 Penalty: 3631.424316
	Iteration 109Q: 3 clusters Score -8757506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -8757513.000000 Penalty: 3631.424316
	Iteration 110Q: 3 clusters Score -8757513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -8757515.000000 Penalty: 3631.424316
	Iteration 111Q: 3 clusters Score -8757515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 67482 members 
Entering Unmasked Estep 
Score: -8757515.000000 Penalty: 3631.424316
	Iteration 112Q: 3 clusters Score -8757515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -8757513.000000 Penalty: 3631.424316
	Iteration 113Q: 3 clusters Score -8757513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -8757523.000000 Penalty: 3631.424316
	Iteration 114Q: 3 clusters Score -8757523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 67566 members 
Entering Unmasked Estep 
Score: -8757507.000000 Penalty: 3631.424316
	Iteration 115Q: 3 clusters Score -8757507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -8757514.000000 Penalty: 3631.424316
	Iteration 116Q: 3 clusters Score -8757514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -8757522.000000 Penalty: 3631.424316
	Iteration 117Q: 3 clusters Score -8757522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -8757525.000000 Penalty: 3631.424316
	Iteration 118Q: 3 clusters Score -8757525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -8757522.000000 Penalty: 3631.424316
	Iteration 119Q: 3 clusters Score -8757522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -8757527.000000 Penalty: 3631.424316
	Iteration 120F: 3 clusters Score -8757527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -8757529.000000 Penalty: 3631.424316
	Iteration 121Q: 3 clusters Score -8757529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -8757530.000000 Penalty: 3631.424316
	Iteration 122Q: 3 clusters Score -8757530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -8757543.000000 Penalty: 3631.424316
	Iteration 123Q: 3 clusters Score -8757543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -8757543.000000 Penalty: 3631.424316
	Iteration 124Q: 3 clusters Score -8757543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -8757543.000000 Penalty: 3631.424316
	Iteration 125Q: 3 clusters Score -8757543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -8757535.000000 Penalty: 3631.424316
	Iteration 126Q: 3 clusters Score -8757535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 67948 members 
Entering Unmasked Estep 
Score: -8757538.000000 Penalty: 3631.424316
	Iteration 127Q: 3 clusters Score -8757538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -8757538.000000 Penalty: 3631.424316
	Iteration 128Q: 3 clusters Score -8757538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -8757557.000000 Penalty: 3631.424316
	Iteration 129Q: 3 clusters Score -8757557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -8757585.000000 Penalty: 3631.424316
	Iteration 130Q: 3 clusters Score -8757585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -8757584.000000 Penalty: 3631.424316
	Iteration 131Q: 3 clusters Score -8757584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -8757570.000000 Penalty: 3631.424316
	Iteration 132Q: 3 clusters Score -8757570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -8757593.000000 Penalty: 3631.424316
	Iteration 133Q: 3 clusters Score -8757593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -8757597.000000 Penalty: 3631.424316
	Iteration 134Q: 3 clusters Score -8757597 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -8757578.000000 Penalty: 3631.424316
	Iteration 135Q: 3 clusters Score -8757578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -8757594.000000 Penalty: 3631.424316
	Iteration 136Q: 3 clusters Score -8757594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -8757601.000000 Penalty: 3631.424316
	Iteration 137Q: 3 clusters Score -8757601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 68512 members 
Entering Unmasked Estep 
Score: -8757599.000000 Penalty: 3631.424316
	Iteration 138Q: 3 clusters Score -8757599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -8757617.000000 Penalty: 3631.424316
	Iteration 139Q: 3 clusters Score -8757617 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -8757608.000000 Penalty: 3631.424316
	Iteration 140F: 3 clusters Score -8757608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -8757628.000000 Penalty: 3631.424316
	Iteration 141Q: 3 clusters Score -8757628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -8757640.000000 Penalty: 3631.424316
	Iteration 142Q: 3 clusters Score -8757640 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -8757645.000000 Penalty: 3631.424316
	Iteration 143Q: 3 clusters Score -8757645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -8757650.000000 Penalty: 3631.424316
	Iteration 144Q: 3 clusters Score -8757650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -8757656.000000 Penalty: 3631.424316
	Iteration 145Q: 3 clusters Score -8757656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -8757670.000000 Penalty: 3631.424316
	Iteration 146Q: 3 clusters Score -8757670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -8757677.000000 Penalty: 3631.424316
	Iteration 147Q: 3 clusters Score -8757677 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -8757679.000000 Penalty: 3631.424316
	Iteration 148Q: 3 clusters Score -8757679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -8757689.000000 Penalty: 3631.424316
	Iteration 149Q: 3 clusters Score -8757689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -8757684.000000 Penalty: 3631.424316
	Iteration 150Q: 3 clusters Score -8757684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -8757696.000000 Penalty: 3631.424316
	Iteration 151Q: 3 clusters Score -8757696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -8757710.000000 Penalty: 3631.424316
	Iteration 152Q: 3 clusters Score -8757710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -8757705.000000 Penalty: 3631.424316
	Iteration 153Q: 3 clusters Score -8757705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -8757718.000000 Penalty: 3631.424316
	Iteration 154Q: 3 clusters Score -8757718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -8757718.000000 Penalty: 3631.424316
	Iteration 155Q: 3 clusters Score -8757718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -8757726.000000 Penalty: 3631.424316
	Iteration 156Q: 3 clusters Score -8757726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -8757751.000000 Penalty: 3631.424316
	Iteration 157Q: 3 clusters Score -8757751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -8757745.000000 Penalty: 3631.424316
	Iteration 158Q: 3 clusters Score -8757745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 69389 members 
Entering Unmasked Estep 
Score: -8757752.000000 Penalty: 3631.424316
	Iteration 159Q: 3 clusters Score -8757752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -8757761.000000 Penalty: 3631.424316
	Iteration 160F: 3 clusters Score -8757761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -8757755.000000 Penalty: 3631.424316
	Iteration 161Q: 3 clusters Score -8757755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -8757774.000000 Penalty: 3631.424316
	Iteration 162Q: 3 clusters Score -8757774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -8757774.000000 Penalty: 3631.424316
	Iteration 163Q: 3 clusters Score -8757774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -8757775.000000 Penalty: 3631.424316
	Iteration 164Q: 3 clusters Score -8757775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -8757780.000000 Penalty: 3631.424316
	Iteration 165Q: 3 clusters Score -8757780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -8757779.000000 Penalty: 3631.424316
	Iteration 166Q: 3 clusters Score -8757779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -8757787.000000 Penalty: 3631.424316
	Iteration 167Q: 3 clusters Score -8757787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -8757786.000000 Penalty: 3631.424316
	Iteration 168Q: 3 clusters Score -8757786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -8757798.000000 Penalty: 3631.424316
	Iteration 169Q: 3 clusters Score -8757798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -8757797.000000 Penalty: 3631.424316
	Iteration 170Q: 3 clusters Score -8757797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -8757806.000000 Penalty: 3631.424316
	Iteration 171Q: 3 clusters Score -8757806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -8757799.000000 Penalty: 3631.424316
	Iteration 172Q: 3 clusters Score -8757799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -8757787.000000 Penalty: 3631.424316
	Iteration 173Q: 3 clusters Score -8757787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -8757796.000000 Penalty: 3631.424316
	Iteration 174Q: 3 clusters Score -8757796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -8757808.000000 Penalty: 3631.424316
	Iteration 175Q: 3 clusters Score -8757808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -8757812.000000 Penalty: 3631.424316
	Iteration 176Q: 3 clusters Score -8757812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -8757822.000000 Penalty: 3631.424316
	Iteration 177Q: 3 clusters Score -8757822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -8757827.000000 Penalty: 3631.424316
	Iteration 178Q: 3 clusters Score -8757827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -8757814.000000 Penalty: 3631.424316
	Iteration 179Q: 3 clusters Score -8757814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -8757821.000000 Penalty: 3631.424316
	Iteration 180F: 3 clusters Score -8757821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -8757837.000000 Penalty: 3631.424316
	Iteration 181Q: 3 clusters Score -8757837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -8757818.000000 Penalty: 3631.424316
	Iteration 182Q: 3 clusters Score -8757818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -8757824.000000 Penalty: 3631.424316
	Iteration 183Q: 3 clusters Score -8757824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -8757829.000000 Penalty: 3631.424316
	Iteration 184Q: 3 clusters Score -8757829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -8757832.000000 Penalty: 3631.424316
	Iteration 185Q: 3 clusters Score -8757832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -8757823.000000 Penalty: 3631.424316
	Iteration 186Q: 3 clusters Score -8757823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 69980 members 
Entering Unmasked Estep 
Score: -8757824.000000 Penalty: 3631.424316
	Iteration 187Q: 3 clusters Score -8757824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -8757825.000000 Penalty: 3631.424316
	Iteration 188Q: 3 clusters Score -8757825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -8757824.000000 Penalty: 3631.424316
	Iteration 189Q: 3 clusters Score -8757824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -8757823.000000 Penalty: 3631.424316
	Iteration 190Q: 3 clusters Score -8757823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -8757837.000000 Penalty: 3631.424316
	Iteration 191Q: 3 clusters Score -8757837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -8757831.000000 Penalty: 3631.424316
	Iteration 192Q: 3 clusters Score -8757831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -8757833.000000 Penalty: 3631.424316
	Iteration 193Q: 3 clusters Score -8757833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -8757836.000000 Penalty: 3631.424316
	Iteration 194Q: 3 clusters Score -8757836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 70072 members 
Entering Unmasked Estep 
Score: -8757823.000000 Penalty: 3631.424316
	Iteration 195Q: 3 clusters Score -8757823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -8757834.000000 Penalty: 3631.424316
	Iteration 196Q: 3 clusters Score -8757834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -8757827.000000 Penalty: 3631.424316
	Iteration 197Q: 3 clusters Score -8757827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -8757836.000000 Penalty: 3631.424316
	Iteration 198Q: 3 clusters Score -8757836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -8757837.000000 Penalty: 3631.424316
	Iteration 199Q: 3 clusters Score -8757837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -8757830.000000 Penalty: 3631.424316
	Iteration 200F: 3 clusters Score -8757830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -8757833.000000 Penalty: 3631.424316
	Iteration 201Q: 3 clusters Score -8757833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -8757841.000000 Penalty: 3631.424316
	Iteration 202Q: 3 clusters Score -8757841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -8757849.000000 Penalty: 3631.424316
	Iteration 203Q: 3 clusters Score -8757849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -8757852.000000 Penalty: 3631.424316
	Iteration 204Q: 3 clusters Score -8757852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -8757853.000000 Penalty: 3631.424316
	Iteration 205Q: 3 clusters Score -8757853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -8757851.000000 Penalty: 3631.424316
	Iteration 206Q: 3 clusters Score -8757851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -8757852.000000 Penalty: 3631.424316
	Iteration 207Q: 3 clusters Score -8757852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -8757852.000000 Penalty: 3631.424316
	Iteration 208F: 3 clusters Score -8757852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -441248.843750 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -441248.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -437979.531250 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -437979.5 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -438832.468750 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -438832.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -439026.500000 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -439026.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -439172.625000 Penalty: 2676.061279
	Iteration 3F: 3 clusters Score -439172.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -439311.218750 Penalty: 2676.061279
	Iteration 4F: 3 clusters Score -439311.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -439430.468750 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -439430.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -439525.812500 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -439525.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -439614.625000 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -439614.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -439690.656250 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -439690.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -439764.593750 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -439764.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -439835.312500 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -439835.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -439900.312500 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -439900.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -439945.343750 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -439945.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -439992.968750 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -439993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -440040.093750 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -440040.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -440075.468750 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -440075.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -440095.250000 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -440095.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -440114.000000 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -440114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -440137.750000 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -440137.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -440157.593750 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -440157.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -440172.093750 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -440172.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -440182.343750 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -440182.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -440188.281250 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -440188.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -440195.093750 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -440195.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -440203.781250 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -440203.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -440214.875000 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -440214.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -440225.062500 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -440225.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -440240.312500 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -440240.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -440260.625000 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -440260.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -440271.312500 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -440271.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -440281.375000 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -440281.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -440296.750000 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -440296.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -440318.718750 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -440318.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -440336.750000 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -440336.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -440349.906250 Penalty: 2676.061279
	Iteration 34Q: 3 clusters Score -440349.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -440359.406250 Penalty: 2676.061279
	Iteration 35Q: 3 clusters Score -440359.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -440366.531250 Penalty: 2676.061279
	Iteration 36Q: 3 clusters Score -440366.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -440377.906250 Penalty: 2676.061279
	Iteration 37Q: 3 clusters Score -440377.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -440384.906250 Penalty: 2676.061279
	Iteration 38Q: 3 clusters Score -440384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -440388.718750 Penalty: 2676.061279
	Iteration 39Q: 3 clusters Score -440388.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -440391.343750 Penalty: 2676.061279
	Iteration 40F: 3 clusters Score -440391.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -440392.968750 Penalty: 2676.061279
	Iteration 41Q: 3 clusters Score -440393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -440395.593750 Penalty: 2676.061279
	Iteration 42Q: 3 clusters Score -440395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -440396.937500 Penalty: 2676.061279
	Iteration 43Q: 3 clusters Score -440396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -440396.593750 Penalty: 2676.061279
	Iteration 44Q: 3 clusters Score -440396.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -440398.156250 Penalty: 2676.061279
	Iteration 45Q: 3 clusters Score -440398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -440399.500000 Penalty: 2676.061279
	Iteration 46Q: 3 clusters Score -440399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -440401.562500 Penalty: 2676.061279
	Iteration 47Q: 3 clusters Score -440401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -440402.406250 Penalty: 2676.061279
	Iteration 48Q: 3 clusters Score -440402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -440403.687500 Penalty: 2676.061279
	Iteration 49Q: 3 clusters Score -440403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -440403.281250 Penalty: 2676.061279
	Iteration 50Q: 3 clusters Score -440403.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -440404.406250 Penalty: 2676.061279
	Iteration 51Q: 3 clusters Score -440404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -440404.656250 Penalty: 2676.061279
	Iteration 52Q: 3 clusters Score -440404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -440404.812500 Penalty: 2676.061279
	Iteration 53Q: 3 clusters Score -440404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -440404.812500 Penalty: 2676.061279
	Iteration 54F: 3 clusters Score -440404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -399453.437500 Penalty: 1322.136719
	Iteration 0F: 2 clusters Score -399453.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -396484.031250 Penalty: 2644.273438
	Iteration 0F: 3 clusters Score -396484 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -397266.812500 Penalty: 2644.273438
	Iteration 1F: 3 clusters Score -397266.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -397436.187500 Penalty: 2644.273438
	Iteration 2F: 3 clusters Score -397436.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -397552.437500 Penalty: 2644.273438
	Iteration 3F: 3 clusters Score -397552.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -397661.625000 Penalty: 2644.273438
	Iteration 4Q: 3 clusters Score -397661.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -397778.843750 Penalty: 2644.273438
	Iteration 5Q: 3 clusters Score -397778.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -397907.843750 Penalty: 2644.273438
	Iteration 6Q: 3 clusters Score -397907.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -398034.625000 Penalty: 2644.273438
	Iteration 7Q: 3 clusters Score -398034.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -398145.812500 Penalty: 2644.273438
	Iteration 8Q: 3 clusters Score -398145.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -398250.437500 Penalty: 2644.273438
	Iteration 9Q: 3 clusters Score -398250.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -398343.906250 Penalty: 2644.273438
	Iteration 10Q: 3 clusters Score -398343.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -398415.593750 Penalty: 2644.273438
	Iteration 11Q: 3 clusters Score -398415.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -398459.593750 Penalty: 2644.273438
	Iteration 12Q: 3 clusters Score -398459.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -398480.937500 Penalty: 2644.273438
	Iteration 13Q: 3 clusters Score -398480.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -398500.718750 Penalty: 2644.273438
	Iteration 14Q: 3 clusters Score -398500.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -398515.562500 Penalty: 2644.273438
	Iteration 15Q: 3 clusters Score -398515.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -398531.656250 Penalty: 2644.273438
	Iteration 16Q: 3 clusters Score -398531.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -398548.500000 Penalty: 2644.273438
	Iteration 17Q: 3 clusters Score -398548.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -398555.531250 Penalty: 2644.273438
	Iteration 18Q: 3 clusters Score -398555.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -398561.718750 Penalty: 2644.273438
	Iteration 19Q: 3 clusters Score -398561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -398562.843750 Penalty: 2644.273438
	Iteration 20F: 3 clusters Score -398562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -398564.031250 Penalty: 2644.273438
	Iteration 21Q: 3 clusters Score -398564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -398564.593750 Penalty: 2644.273438
	Iteration 22Q: 3 clusters Score -398564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -398565.062500 Penalty: 2644.273438
	Iteration 23Q: 3 clusters Score -398565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -398566.187500 Penalty: 2644.273438
	Iteration 24Q: 3 clusters Score -398566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -398568.312500 Penalty: 2644.273438
	Iteration 25Q: 3 clusters Score -398568.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -398569.000000 Penalty: 2644.273438
	Iteration 26Q: 3 clusters Score -398569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -398569.000000 Penalty: 2644.273438
	Iteration 27F: 3 clusters Score -398569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Entering Unmasked Estep 
Score: -10059792.000000 Penalty: 1837.306885
	Iteration 0F: 2 clusters Score -1.005979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -10005776.000000 Penalty: 3674.613770
	Iteration 0F: 3 clusters Score -1.000578e+07 nChanged 38665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -10027812.000000 Penalty: 3674.613770
	Iteration 1F: 3 clusters Score -1.002781e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -10028497.000000 Penalty: 3674.613770
	Iteration 2Q: 3 clusters Score -1.00285e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -10029545.000000 Penalty: 3674.613770
	Iteration 3Q: 3 clusters Score -1.002954e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -10030948.000000 Penalty: 3674.613770
	Iteration 4Q: 3 clusters Score -1.003095e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -10033230.000000 Penalty: 3674.613770
	Iteration 5Q: 3 clusters Score -1.003323e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -10036592.000000 Penalty: 3674.613770
	Iteration 6F: 3 clusters Score -1.003659e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -10040887.000000 Penalty: 3674.613770
	Iteration 7F: 3 clusters Score -1.004089e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -10044957.000000 Penalty: 3674.613770
	Iteration 8F: 3 clusters Score -1.004496e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -10047746.000000 Penalty: 3674.613770
	Iteration 9F: 3 clusters Score -1.004775e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -10049037.000000 Penalty: 3674.613770
	Iteration 10Q: 3 clusters Score -1.004904e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -10049389.000000 Penalty: 3674.613770
	Iteration 11Q: 3 clusters Score -1.004939e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -10049574.000000 Penalty: 3674.613770
	Iteration 12Q: 3 clusters Score -1.004957e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -10049719.000000 Penalty: 3674.613770
	Iteration 13Q: 3 clusters Score -1.004972e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -10049903.000000 Penalty: 3674.613770
	Iteration 14Q: 3 clusters Score -1.00499e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -10049980.000000 Penalty: 3674.613770
	Iteration 15Q: 3 clusters Score -1.004998e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -10050053.000000 Penalty: 3674.613770
	Iteration 16Q: 3 clusters Score -1.005005e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -10050134.000000 Penalty: 3674.613770
	Iteration 17Q: 3 clusters Score -1.005013e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -10050207.000000 Penalty: 3674.613770
	Iteration 18Q: 3 clusters Score -1.005021e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -10050350.000000 Penalty: 3674.613770
	Iteration 19Q: 3 clusters Score -1.005035e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -10050514.000000 Penalty: 3674.613770
	Iteration 20F: 3 clusters Score -1.005051e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -10050646.000000 Penalty: 3674.613770
	Iteration 21Q: 3 clusters Score -1.005065e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -10050730.000000 Penalty: 3674.613770
	Iteration 22Q: 3 clusters Score -1.005073e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -10050835.000000 Penalty: 3674.613770
	Iteration 23Q: 3 clusters Score -1.005084e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -10050897.000000 Penalty: 3674.613770
	Iteration 24Q: 3 clusters Score -1.00509e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -10050972.000000 Penalty: 3674.613770
	Iteration 25Q: 3 clusters Score -1.005097e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -10051038.000000 Penalty: 3674.613770
	Iteration 26Q: 3 clusters Score -1.005104e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -10051146.000000 Penalty: 3674.613770
	Iteration 27Q: 3 clusters Score -1.005115e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -10051261.000000 Penalty: 3674.613770
	Iteration 28Q: 3 clusters Score -1.005126e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -10051386.000000 Penalty: 3674.613770
	Iteration 29Q: 3 clusters Score -1.005139e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -10051538.000000 Penalty: 3674.613770
	Iteration 30Q: 3 clusters Score -1.005154e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -10051657.000000 Penalty: 3674.613770
	Iteration 31Q: 3 clusters Score -1.005166e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -10051864.000000 Penalty: 3674.613770
	Iteration 32Q: 3 clusters Score -1.005186e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -10052050.000000 Penalty: 3674.613770
	Iteration 33Q: 3 clusters Score -1.005205e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -10052293.000000 Penalty: 3674.613770
	Iteration 34Q: 3 clusters Score -1.005229e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -10052507.000000 Penalty: 3674.613770
	Iteration 35Q: 3 clusters Score -1.005251e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
Score: -10052796.000000 Penalty: 3674.613770
	Iteration 36Q: 3 clusters Score -1.00528e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -10053181.000000 Penalty: 3674.613770
	Iteration 37Q: 3 clusters Score -1.005318e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -10053474.000000 Penalty: 3674.613770
	Iteration 38Q: 3 clusters Score -1.005347e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -10053886.000000 Penalty: 3674.613770
	Iteration 39Q: 3 clusters Score -1.005389e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -10054277.000000 Penalty: 3674.613770
	Iteration 40F: 3 clusters Score -1.005428e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -10054689.000000 Penalty: 3674.613770
	Iteration 41Q: 3 clusters Score -1.005469e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -10055090.000000 Penalty: 3674.613770
	Iteration 42Q: 3 clusters Score -1.005509e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -10055533.000000 Penalty: 3674.613770
	Iteration 43Q: 3 clusters Score -1.005553e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -10055977.000000 Penalty: 3674.613770
	Iteration 44Q: 3 clusters Score -1.005598e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -10056339.000000 Penalty: 3674.613770
	Iteration 45Q: 3 clusters Score -1.005634e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -10056674.000000 Penalty: 3674.613770
	Iteration 46Q: 3 clusters Score -1.005667e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 77616 members 
Entering Unmasked Estep 
Score: -10056977.000000 Penalty: 3674.613770
	Iteration 47Q: 3 clusters Score -1.005698e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -10057256.000000 Penalty: 3674.613770
	Iteration 48Q: 3 clusters Score -1.005726e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -10057503.000000 Penalty: 3674.613770
	Iteration 49Q: 3 clusters Score -1.00575e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -10057684.000000 Penalty: 3674.613770
	Iteration 50Q: 3 clusters Score -1.005768e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -10057760.000000 Penalty: 3674.613770
	Iteration 51Q: 3 clusters Score -1.005776e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -10057854.000000 Penalty: 3674.613770
	Iteration 52Q: 3 clusters Score -1.005785e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -10057917.000000 Penalty: 3674.613770
	Iteration 53Q: 3 clusters Score -1.005792e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -10057982.000000 Penalty: 3674.613770
	Iteration 54Q: 3 clusters Score -1.005798e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -10058030.000000 Penalty: 3674.613770
	Iteration 55Q: 3 clusters Score -1.005803e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -10058082.000000 Penalty: 3674.613770
	Iteration 56Q: 3 clusters Score -1.005808e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -10058119.000000 Penalty: 3674.613770
	Iteration 57Q: 3 clusters Score -1.005812e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -10058151.000000 Penalty: 3674.613770
	Iteration 58Q: 3 clusters Score -1.005815e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -10058166.000000 Penalty: 3674.613770
	Iteration 59Q: 3 clusters Score -1.005817e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -10058179.000000 Penalty: 3674.613770
	Iteration 60F: 3 clusters Score -1.005818e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -10058215.000000 Penalty: 3674.613770
	Iteration 61Q: 3 clusters Score -1.005822e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -10058220.000000 Penalty: 3674.613770
	Iteration 62Q: 3 clusters Score -1.005822e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -10058240.000000 Penalty: 3674.613770
	Iteration 63Q: 3 clusters Score -1.005824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -10058249.000000 Penalty: 3674.613770
	Iteration 64Q: 3 clusters Score -1.005825e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 80538 members 
Entering Unmasked Estep 
Score: -10058263.000000 Penalty: 3674.613770
	Iteration 65Q: 3 clusters Score -1.005826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -10058264.000000 Penalty: 3674.613770
	Iteration 66Q: 3 clusters Score -1.005826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -10058272.000000 Penalty: 3674.613770
	Iteration 67Q: 3 clusters Score -1.005827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -10058281.000000 Penalty: 3674.613770
	Iteration 68Q: 3 clusters Score -1.005828e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -10058297.000000 Penalty: 3674.613770
	Iteration 69Q: 3 clusters Score -1.00583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -10058315.000000 Penalty: 3674.613770
	Iteration 70Q: 3 clusters Score -1.005832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -10058318.000000 Penalty: 3674.613770
	Iteration 71Q: 3 clusters Score -1.005832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -10058329.000000 Penalty: 3674.613770
	Iteration 72Q: 3 clusters Score -1.005833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -10058325.000000 Penalty: 3674.613770
	Iteration 73Q: 3 clusters Score -1.005832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -10058328.000000 Penalty: 3674.613770
	Iteration 74Q: 3 clusters Score -1.005833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -10058327.000000 Penalty: 3674.613770
	Iteration 75Q: 3 clusters Score -1.005833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -10058327.000000 Penalty: 3674.613770
	Iteration 76Q: 3 clusters Score -1.005833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -10058334.000000 Penalty: 3674.613770
	Iteration 77Q: 3 clusters Score -1.005833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -10058330.000000 Penalty: 3674.613770
	Iteration 78Q: 3 clusters Score -1.005833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 80671 members 
Entering Unmasked Estep 
Score: -10058330.000000 Penalty: 3674.613770
	Iteration 79Q: 3 clusters Score -1.005833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -10058334.000000 Penalty: 3674.613770
	Iteration 80F: 3 clusters Score -1.005833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -10058325.000000 Penalty: 3674.613770
	Iteration 81Q: 3 clusters Score -1.005832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -10058325.000000 Penalty: 3674.613770
	Iteration 82F: 3 clusters Score -1.005832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -311644.343750 Penalty: 1282.826660
	Iteration 0F: 2 clusters Score -311644.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -309190.593750 Penalty: 2565.653320
	Iteration 0F: 3 clusters Score -309190.6 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -310059.937500 Penalty: 2565.653320
	Iteration 1F: 3 clusters Score -310059.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -310471.375000 Penalty: 2565.653320
	Iteration 2F: 3 clusters Score -310471.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -310804.375000 Penalty: 2565.653320
	Iteration 3F: 3 clusters Score -310804.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -311028.156250 Penalty: 2565.653320
	Iteration 4F: 3 clusters Score -311028.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -311158.937500 Penalty: 2565.653320
	Iteration 5F: 3 clusters Score -311158.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -311234.187500 Penalty: 2565.653320
	Iteration 6Q: 3 clusters Score -311234.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -311271.968750 Penalty: 2565.653320
	Iteration 7Q: 3 clusters Score -311272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -311294.093750 Penalty: 2565.653320
	Iteration 8Q: 3 clusters Score -311294.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -311303.406250 Penalty: 2565.653320
	Iteration 9Q: 3 clusters Score -311303.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -311307.750000 Penalty: 2565.653320
	Iteration 10Q: 3 clusters Score -311307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -311309.093750 Penalty: 2565.653320
	Iteration 11Q: 3 clusters Score -311309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -311311.187500 Penalty: 2565.653320
	Iteration 12Q: 3 clusters Score -311311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -311312.031250 Penalty: 2565.653320
	Iteration 13Q: 3 clusters Score -311312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -311313.843750 Penalty: 2565.653320
	Iteration 14Q: 3 clusters Score -311313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -311314.531250 Penalty: 2565.653320
	Iteration 15Q: 3 clusters Score -311314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -311315.437500 Penalty: 2565.653320
	Iteration 16Q: 3 clusters Score -311315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -311315.437500 Penalty: 2565.653320
	Iteration 17F: 3 clusters Score -311315.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Entering Unmasked Estep 
Score: -854024.312500 Penalty: 1441.117065
	Iteration 0F: 2 clusters Score -854024.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -848665.125000 Penalty: 2882.234131
	Iteration 0F: 3 clusters Score -848665.1 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -850379.875000 Penalty: 2882.234131
	Iteration 1F: 3 clusters Score -850379.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -850606.687500 Penalty: 2882.234131
	Iteration 2F: 3 clusters Score -850606.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -850781.562500 Penalty: 2882.234131
	Iteration 3Q: 3 clusters Score -850781.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -850931.062500 Penalty: 2882.234131
	Iteration 4Q: 3 clusters Score -850931.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -851094.125000 Penalty: 2882.234131
	Iteration 5Q: 3 clusters Score -851094.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -851241.687500 Penalty: 2882.234131
	Iteration 6Q: 3 clusters Score -851241.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -851403.312500 Penalty: 2882.234131
	Iteration 7Q: 3 clusters Score -851403.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -851596.750000 Penalty: 2882.234131
	Iteration 8Q: 3 clusters Score -851596.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -851806.687500 Penalty: 2882.234131
	Iteration 9Q: 3 clusters Score -851806.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -852016.625000 Penalty: 2882.234131
	Iteration 10Q: 3 clusters Score -852016.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -852220.125000 Penalty: 2882.234131
	Iteration 11Q: 3 clusters Score -852220.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -852411.875000 Penalty: 2882.234131
	Iteration 12Q: 3 clusters Score -852411.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -852572.437500 Penalty: 2882.234131
	Iteration 13Q: 3 clusters Score -852572.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -852684.500000 Penalty: 2882.234131
	Iteration 14Q: 3 clusters Score -852684.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -852769.937500 Penalty: 2882.234131
	Iteration 15Q: 3 clusters Score -852769.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -852820.500000 Penalty: 2882.234131
	Iteration 16Q: 3 clusters Score -852820.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -852852.312500 Penalty: 2882.234131
	Iteration 17Q: 3 clusters Score -852852.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -852885.437500 Penalty: 2882.234131
	Iteration 18Q: 3 clusters Score -852885.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -852912.687500 Penalty: 2882.234131
	Iteration 19Q: 3 clusters Score -852912.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -852932.187500 Penalty: 2882.234131
	Iteration 20F: 3 clusters Score -852932.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -852947.437500 Penalty: 2882.234131
	Iteration 21Q: 3 clusters Score -852947.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -852958.187500 Penalty: 2882.234131
	Iteration 22Q: 3 clusters Score -852958.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -852966.375000 Penalty: 2882.234131
	Iteration 23Q: 3 clusters Score -852966.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -852970.875000 Penalty: 2882.234131
	Iteration 24Q: 3 clusters Score -852970.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -852979.875000 Penalty: 2882.234131
	Iteration 25Q: 3 clusters Score -852979.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -852985.437500 Penalty: 2882.234131
	Iteration 26Q: 3 clusters Score -852985.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -852989.000000 Penalty: 2882.234131
	Iteration 27Q: 3 clusters Score -852989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -852995.562500 Penalty: 2882.234131
	Iteration 28Q: 3 clusters Score -852995.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -852999.375000 Penalty: 2882.234131
	Iteration 29Q: 3 clusters Score -852999.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -853004.375000 Penalty: 2882.234131
	Iteration 30Q: 3 clusters Score -853004.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -853009.375000 Penalty: 2882.234131
	Iteration 31Q: 3 clusters Score -853009.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -853012.625000 Penalty: 2882.234131
	Iteration 32Q: 3 clusters Score -853012.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -853017.125000 Penalty: 2882.234131
	Iteration 33Q: 3 clusters Score -853017.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -853020.812500 Penalty: 2882.234131
	Iteration 34Q: 3 clusters Score -853020.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -853021.312500 Penalty: 2882.234131
	Iteration 35Q: 3 clusters Score -853021.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -853025.250000 Penalty: 2882.234131
	Iteration 36Q: 3 clusters Score -853025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -853028.062500 Penalty: 2882.234131
	Iteration 37Q: 3 clusters Score -853028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -853028.000000 Penalty: 2882.234131
	Iteration 38Q: 3 clusters Score -853028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -853028.000000 Penalty: 2882.234131
	Iteration 39F: 3 clusters Score -853028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -143391.031250 Penalty: 1164.518188
	Iteration 0F: 2 clusters Score -143391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -141748.218750 Penalty: 2329.036377
	Iteration 0F: 3 clusters Score -141748.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -142137.703125 Penalty: 2329.036377
	Iteration 1F: 3 clusters Score -142137.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -142270.406250 Penalty: 2329.036377
	Iteration 2F: 3 clusters Score -142270.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -142365.562500 Penalty: 2329.036377
	Iteration 3F: 3 clusters Score -142365.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -142484.953125 Penalty: 2329.036377
	Iteration 4Q: 3 clusters Score -142485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -142600.500000 Penalty: 2329.036377
	Iteration 5F: 3 clusters Score -142600.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -142657.000000 Penalty: 2329.036377
	Iteration 6Q: 3 clusters Score -142657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -142688.281250 Penalty: 2329.036377
	Iteration 7Q: 3 clusters Score -142688.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -142715.062500 Penalty: 2329.036377
	Iteration 8Q: 3 clusters Score -142715.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -142743.328125 Penalty: 2329.036377
	Iteration 9Q: 3 clusters Score -142743.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -142775.859375 Penalty: 2329.036377
	Iteration 10Q: 3 clusters Score -142775.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -142796.781250 Penalty: 2329.036377
	Iteration 11Q: 3 clusters Score -142796.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -142809.203125 Penalty: 2329.036377
	Iteration 12Q: 3 clusters Score -142809.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -142817.156250 Penalty: 2329.036377
	Iteration 13Q: 3 clusters Score -142817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -142821.578125 Penalty: 2329.036377
	Iteration 14Q: 3 clusters Score -142821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -142823.546875 Penalty: 2329.036377
	Iteration 15Q: 3 clusters Score -142823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -142825.359375 Penalty: 2329.036377
	Iteration 16Q: 3 clusters Score -142825.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -142827.484375 Penalty: 2329.036377
	Iteration 17Q: 3 clusters Score -142827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142828.187500 Penalty: 2329.036377
	Iteration 18Q: 3 clusters Score -142828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -142830.609375 Penalty: 2329.036377
	Iteration 19Q: 3 clusters Score -142830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -142832.890625 Penalty: 2329.036377
	Iteration 20F: 3 clusters Score -142832.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Entering Unmasked Estep 
Score: -741026.250000 Penalty: 1417.498535
	Iteration 0F: 2 clusters Score -741026.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -736333.187500 Penalty: 2834.997070
	Iteration 0F: 3 clusters Score -736333.2 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -737750.062500 Penalty: 2834.997070
	Iteration 1F: 3 clusters Score -737750.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -737940.125000 Penalty: 2834.997070
	Iteration 2F: 3 clusters Score -737940.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -738088.812500 Penalty: 2834.997070
	Iteration 3Q: 3 clusters Score -738088.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -738220.437500 Penalty: 2834.997070
	Iteration 4Q: 3 clusters Score -738220.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -738359.437500 Penalty: 2834.997070
	Iteration 5Q: 3 clusters Score -738359.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -738517.375000 Penalty: 2834.997070
	Iteration 6Q: 3 clusters Score -738517.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -738661.562500 Penalty: 2834.997070
	Iteration 7Q: 3 clusters Score -738661.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -738783.000000 Penalty: 2834.997070
	Iteration 8Q: 3 clusters Score -738783 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -738908.875000 Penalty: 2834.997070
	Iteration 9Q: 3 clusters Score -738908.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -739003.937500 Penalty: 2834.997070
	Iteration 10Q: 3 clusters Score -739003.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -739086.312500 Penalty: 2834.997070
	Iteration 11Q: 3 clusters Score -739086.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -739176.312500 Penalty: 2834.997070
	Iteration 12Q: 3 clusters Score -739176.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -739239.187500 Penalty: 2834.997070
	Iteration 13Q: 3 clusters Score -739239.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -739307.500000 Penalty: 2834.997070
	Iteration 14Q: 3 clusters Score -739307.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -739379.312500 Penalty: 2834.997070
	Iteration 15Q: 3 clusters Score -739379.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -739451.062500 Penalty: 2834.997070
	Iteration 16Q: 3 clusters Score -739451.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -739510.312500 Penalty: 2834.997070
	Iteration 17Q: 3 clusters Score -739510.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -739541.437500 Penalty: 2834.997070
	Iteration 18Q: 3 clusters Score -739541.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -739562.750000 Penalty: 2834.997070
	Iteration 19Q: 3 clusters Score -739562.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -739581.500000 Penalty: 2834.997070
	Iteration 20F: 3 clusters Score -739581.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -739593.437500 Penalty: 2834.997070
	Iteration 21Q: 3 clusters Score -739593.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -739604.500000 Penalty: 2834.997070
	Iteration 22Q: 3 clusters Score -739604.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -739612.750000 Penalty: 2834.997070
	Iteration 23Q: 3 clusters Score -739612.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -739630.937500 Penalty: 2834.997070
	Iteration 24Q: 3 clusters Score -739630.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -739644.000000 Penalty: 2834.997070
	Iteration 25Q: 3 clusters Score -739644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -739655.125000 Penalty: 2834.997070
	Iteration 26Q: 3 clusters Score -739655.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -739663.562500 Penalty: 2834.997070
	Iteration 27Q: 3 clusters Score -739663.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -739672.375000 Penalty: 2834.997070
	Iteration 28Q: 3 clusters Score -739672.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -739677.000000 Penalty: 2834.997070
	Iteration 29Q: 3 clusters Score -739677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -739682.750000 Penalty: 2834.997070
	Iteration 30Q: 3 clusters Score -739682.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -739687.062500 Penalty: 2834.997070
	Iteration 31Q: 3 clusters Score -739687.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -739689.500000 Penalty: 2834.997070
	Iteration 32Q: 3 clusters Score -739689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -739691.625000 Penalty: 2834.997070
	Iteration 33Q: 3 clusters Score -739691.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -739692.125000 Penalty: 2834.997070
	Iteration 34Q: 3 clusters Score -739692.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -739693.937500 Penalty: 2834.997070
	Iteration 35Q: 3 clusters Score -739693.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -739697.312500 Penalty: 2834.997070
	Iteration 36Q: 3 clusters Score -739697.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -739700.625000 Penalty: 2834.997070
	Iteration 37Q: 3 clusters Score -739700.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -739702.062500 Penalty: 2834.997070
	Iteration 38Q: 3 clusters Score -739702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -739702.500000 Penalty: 2834.997070
	Iteration 39Q: 3 clusters Score -739702.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -739704.500000 Penalty: 2834.997070
	Iteration 40F: 3 clusters Score -739704.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -739706.937500 Penalty: 2834.997070
	Iteration 41Q: 3 clusters Score -739706.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -739709.187500 Penalty: 2834.997070
	Iteration 42Q: 3 clusters Score -739709.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -739711.125000 Penalty: 2834.997070
	Iteration 43Q: 3 clusters Score -739711.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -739712.687500 Penalty: 2834.997070
	Iteration 44Q: 3 clusters Score -739712.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -739712.250000 Penalty: 2834.997070
	Iteration 45Q: 3 clusters Score -739712.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -739713.437500 Penalty: 2834.997070
	Iteration 46Q: 3 clusters Score -739713.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -739716.250000 Penalty: 2834.997070
	Iteration 47Q: 3 clusters Score -739716.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -739715.562500 Penalty: 2834.997070
	Iteration 48Q: 3 clusters Score -739715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -739715.625000 Penalty: 2834.997070
	Iteration 49Q: 3 clusters Score -739715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -739714.687500 Penalty: 2834.997070
	Iteration 50Q: 3 clusters Score -739714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -739715.125000 Penalty: 2834.997070
	Iteration 51Q: 3 clusters Score -739715.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -739715.125000 Penalty: 2834.997070
	Iteration 52F: 3 clusters Score -739715.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Entering Unmasked Estep 
Score: -2444807.750000 Penalty: 1603.409424
	Iteration 0F: 2 clusters Score -2444808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2431648.500000 Penalty: 3206.818848
	Iteration 0F: 3 clusters Score -2431648 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2436342.000000 Penalty: 3206.818848
	Iteration 1F: 3 clusters Score -2436342 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2436676.750000 Penalty: 3206.818848
	Iteration 2Q: 3 clusters Score -2436677 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2437017.750000 Penalty: 3206.818848
	Iteration 3Q: 3 clusters Score -2437018 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2437389.500000 Penalty: 3206.818848
	Iteration 4Q: 3 clusters Score -2437390 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2437830.000000 Penalty: 3206.818848
	Iteration 5Q: 3 clusters Score -2437830 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2438468.500000 Penalty: 3206.818848
	Iteration 6Q: 3 clusters Score -2438468 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2439199.000000 Penalty: 3206.818848
	Iteration 7F: 3 clusters Score -2439199 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2440116.000000 Penalty: 3206.818848
	Iteration 8F: 3 clusters Score -2440116 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2441101.250000 Penalty: 3206.818848
	Iteration 9Q: 3 clusters Score -2441101 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2441687.000000 Penalty: 3206.818848
	Iteration 10Q: 3 clusters Score -2441687 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2442000.500000 Penalty: 3206.818848
	Iteration 11Q: 3 clusters Score -2442000 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2442185.250000 Penalty: 3206.818848
	Iteration 12Q: 3 clusters Score -2442185 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2442351.000000 Penalty: 3206.818848
	Iteration 13Q: 3 clusters Score -2442351 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2442470.000000 Penalty: 3206.818848
	Iteration 14Q: 3 clusters Score -2442470 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2442578.000000 Penalty: 3206.818848
	Iteration 15Q: 3 clusters Score -2442578 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2442646.500000 Penalty: 3206.818848
	Iteration 16Q: 3 clusters Score -2442646 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2442715.250000 Penalty: 3206.818848
	Iteration 17Q: 3 clusters Score -2442715 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2442764.250000 Penalty: 3206.818848
	Iteration 18Q: 3 clusters Score -2442764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2442804.000000 Penalty: 3206.818848
	Iteration 19Q: 3 clusters Score -2442804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2442844.750000 Penalty: 3206.818848
	Iteration 20F: 3 clusters Score -2442845 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2442877.250000 Penalty: 3206.818848
	Iteration 21Q: 3 clusters Score -2442877 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2442908.250000 Penalty: 3206.818848
	Iteration 22Q: 3 clusters Score -2442908 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2442951.000000 Penalty: 3206.818848
	Iteration 23Q: 3 clusters Score -2442951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2442977.500000 Penalty: 3206.818848
	Iteration 24Q: 3 clusters Score -2442978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2442996.500000 Penalty: 3206.818848
	Iteration 25Q: 3 clusters Score -2442996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2443015.250000 Penalty: 3206.818848
	Iteration 26Q: 3 clusters Score -2443015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2443025.250000 Penalty: 3206.818848
	Iteration 27Q: 3 clusters Score -2443025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2443037.750000 Penalty: 3206.818848
	Iteration 28Q: 3 clusters Score -2443038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2443042.250000 Penalty: 3206.818848
	Iteration 29Q: 3 clusters Score -2443042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2443048.750000 Penalty: 3206.818848
	Iteration 30Q: 3 clusters Score -2443049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2443055.750000 Penalty: 3206.818848
	Iteration 31Q: 3 clusters Score -2443056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2443062.250000 Penalty: 3206.818848
	Iteration 32Q: 3 clusters Score -2443062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2443072.500000 Penalty: 3206.818848
	Iteration 33Q: 3 clusters Score -2443072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2443080.500000 Penalty: 3206.818848
	Iteration 34Q: 3 clusters Score -2443080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2443085.500000 Penalty: 3206.818848
	Iteration 35Q: 3 clusters Score -2443086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2443099.750000 Penalty: 3206.818848
	Iteration 36Q: 3 clusters Score -2443100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2443107.500000 Penalty: 3206.818848
	Iteration 37Q: 3 clusters Score -2443108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2443115.750000 Penalty: 3206.818848
	Iteration 38Q: 3 clusters Score -2443116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2443116.000000 Penalty: 3206.818848
	Iteration 39Q: 3 clusters Score -2443116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2443124.750000 Penalty: 3206.818848
	Iteration 40F: 3 clusters Score -2443125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2443129.750000 Penalty: 3206.818848
	Iteration 41Q: 3 clusters Score -2443130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2443131.250000 Penalty: 3206.818848
	Iteration 42Q: 3 clusters Score -2443131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2443140.250000 Penalty: 3206.818848
	Iteration 43Q: 3 clusters Score -2443140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2443143.000000 Penalty: 3206.818848
	Iteration 44Q: 3 clusters Score -2443143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2443149.750000 Penalty: 3206.818848
	Iteration 45Q: 3 clusters Score -2443150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2443161.500000 Penalty: 3206.818848
	Iteration 46Q: 3 clusters Score -2443162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2443167.750000 Penalty: 3206.818848
	Iteration 47Q: 3 clusters Score -2443168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2443172.000000 Penalty: 3206.818848
	Iteration 48Q: 3 clusters Score -2443172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2443172.500000 Penalty: 3206.818848
	Iteration 49Q: 3 clusters Score -2443172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2443181.750000 Penalty: 3206.818848
	Iteration 50Q: 3 clusters Score -2443182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2443187.000000 Penalty: 3206.818848
	Iteration 51Q: 3 clusters Score -2443187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2443203.000000 Penalty: 3206.818848
	Iteration 52Q: 3 clusters Score -2443203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2443209.750000 Penalty: 3206.818848
	Iteration 53Q: 3 clusters Score -2443210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2443213.500000 Penalty: 3206.818848
	Iteration 54Q: 3 clusters Score -2443214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2443216.750000 Penalty: 3206.818848
	Iteration 55Q: 3 clusters Score -2443217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2443221.000000 Penalty: 3206.818848
	Iteration 56Q: 3 clusters Score -2443221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2443221.500000 Penalty: 3206.818848
	Iteration 57Q: 3 clusters Score -2443222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2443221.000000 Penalty: 3206.818848
	Iteration 58Q: 3 clusters Score -2443221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2443224.750000 Penalty: 3206.818848
	Iteration 59Q: 3 clusters Score -2443225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2443224.000000 Penalty: 3206.818848
	Iteration 60F: 3 clusters Score -2443224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2443227.750000 Penalty: 3206.818848
	Iteration 61Q: 3 clusters Score -2443228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2443227.750000 Penalty: 3206.818848
	Iteration 62Q: 3 clusters Score -2443228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2443229.750000 Penalty: 3206.818848
	Iteration 63Q: 3 clusters Score -2443230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2443232.750000 Penalty: 3206.818848
	Iteration 64Q: 3 clusters Score -2443233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2443233.750000 Penalty: 3206.818848
	Iteration 65Q: 3 clusters Score -2443234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2443229.250000 Penalty: 3206.818848
	Iteration 66Q: 3 clusters Score -2443229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2443237.500000 Penalty: 3206.818848
	Iteration 67Q: 3 clusters Score -2443238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2443245.250000 Penalty: 3206.818848
	Iteration 68Q: 3 clusters Score -2443245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2443247.000000 Penalty: 3206.818848
	Iteration 69Q: 3 clusters Score -2443247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2443249.750000 Penalty: 3206.818848
	Iteration 70Q: 3 clusters Score -2443250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2443252.750000 Penalty: 3206.818848
	Iteration 71Q: 3 clusters Score -2443253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2443263.000000 Penalty: 3206.818848
	Iteration 72Q: 3 clusters Score -2443263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2443262.250000 Penalty: 3206.818848
	Iteration 73Q: 3 clusters Score -2443262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2443262.500000 Penalty: 3206.818848
	Iteration 74Q: 3 clusters Score -2443262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2443266.750000 Penalty: 3206.818848
	Iteration 75Q: 3 clusters Score -2443267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2443276.250000 Penalty: 3206.818848
	Iteration 76Q: 3 clusters Score -2443276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2443281.250000 Penalty: 3206.818848
	Iteration 77Q: 3 clusters Score -2443281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2443281.000000 Penalty: 3206.818848
	Iteration 78Q: 3 clusters Score -2443281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2443292.500000 Penalty: 3206.818848
	Iteration 79Q: 3 clusters Score -2443292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2443292.000000 Penalty: 3206.818848
	Iteration 80F: 3 clusters Score -2443292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2443301.500000 Penalty: 3206.818848
	Iteration 81Q: 3 clusters Score -2443302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2443308.250000 Penalty: 3206.818848
	Iteration 82Q: 3 clusters Score -2443308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2443314.500000 Penalty: 3206.818848
	Iteration 83Q: 3 clusters Score -2443314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2443323.750000 Penalty: 3206.818848
	Iteration 84Q: 3 clusters Score -2443324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2443327.000000 Penalty: 3206.818848
	Iteration 85Q: 3 clusters Score -2443327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2443326.250000 Penalty: 3206.818848
	Iteration 86Q: 3 clusters Score -2443326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2443329.750000 Penalty: 3206.818848
	Iteration 87Q: 3 clusters Score -2443330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2443331.500000 Penalty: 3206.818848
	Iteration 88Q: 3 clusters Score -2443332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2443333.750000 Penalty: 3206.818848
	Iteration 89Q: 3 clusters Score -2443334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2443339.250000 Penalty: 3206.818848
	Iteration 90Q: 3 clusters Score -2443339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2443341.500000 Penalty: 3206.818848
	Iteration 91Q: 3 clusters Score -2443342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2443342.750000 Penalty: 3206.818848
	Iteration 92Q: 3 clusters Score -2443343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2443346.750000 Penalty: 3206.818848
	Iteration 93Q: 3 clusters Score -2443347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2443344.750000 Penalty: 3206.818848
	Iteration 94Q: 3 clusters Score -2443345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2443347.500000 Penalty: 3206.818848
	Iteration 95Q: 3 clusters Score -2443348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2443345.000000 Penalty: 3206.818848
	Iteration 96Q: 3 clusters Score -2443345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2443346.750000 Penalty: 3206.818848
	Iteration 97Q: 3 clusters Score -2443347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2443351.500000 Penalty: 3206.818848
	Iteration 98Q: 3 clusters Score -2443352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2443354.750000 Penalty: 3206.818848
	Iteration 99Q: 3 clusters Score -2443355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2443358.250000 Penalty: 3206.818848
	Iteration 100F: 3 clusters Score -2443358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2443361.250000 Penalty: 3206.818848
	Iteration 101Q: 3 clusters Score -2443361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2443359.500000 Penalty: 3206.818848
	Iteration 102Q: 3 clusters Score -2443360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2443355.000000 Penalty: 3206.818848
	Iteration 103Q: 3 clusters Score -2443355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2443360.750000 Penalty: 3206.818848
	Iteration 104Q: 3 clusters Score -2443361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2443361.750000 Penalty: 3206.818848
	Iteration 105Q: 3 clusters Score -2443362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2443362.750000 Penalty: 3206.818848
	Iteration 106Q: 3 clusters Score -2443363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2443361.000000 Penalty: 3206.818848
	Iteration 107Q: 3 clusters Score -2443361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2443361.000000 Penalty: 3206.818848
	Iteration 108F: 3 clusters Score -2443361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -86083.921875 Penalty: 1093.984253
	Iteration 0F: 2 clusters Score -86083.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84813.046875 Penalty: 2187.968506
	Iteration 0F: 3 clusters Score -84813.05 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85207.234375 Penalty: 2187.968506
	Iteration 1F: 3 clusters Score -85207.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85384.476562 Penalty: 2187.968506
	Iteration 2F: 3 clusters Score -85384.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -85472.648438 Penalty: 2187.968506
	Iteration 3F: 3 clusters Score -85472.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85551.445312 Penalty: 2187.968506
	Iteration 4Q: 3 clusters Score -85551.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85609.906250 Penalty: 2187.968506
	Iteration 5Q: 3 clusters Score -85609.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85660.914062 Penalty: 2187.968506
	Iteration 6Q: 3 clusters Score -85660.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85710.664062 Penalty: 2187.968506
	Iteration 7Q: 3 clusters Score -85710.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85749.492188 Penalty: 2187.968506
	Iteration 8Q: 3 clusters Score -85749.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85780.734375 Penalty: 2187.968506
	Iteration 9Q: 3 clusters Score -85780.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85813.742188 Penalty: 2187.968506
	Iteration 10Q: 3 clusters Score -85813.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85842.890625 Penalty: 2187.968506
	Iteration 11Q: 3 clusters Score -85842.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85860.546875 Penalty: 2187.968506
	Iteration 12Q: 3 clusters Score -85860.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85868.945312 Penalty: 2187.968506
	Iteration 13Q: 3 clusters Score -85868.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85874.156250 Penalty: 2187.968506
	Iteration 14Q: 3 clusters Score -85874.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -85878.203125 Penalty: 2187.968506
	Iteration 15Q: 3 clusters Score -85878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85878.835938 Penalty: 2187.968506
	Iteration 16Q: 3 clusters Score -85878.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -85885.906250 Penalty: 2187.968506
	Iteration 17Q: 3 clusters Score -85885.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85886.882812 Penalty: 2187.968506
	Iteration 18Q: 3 clusters Score -85886.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85887.710938 Penalty: 2187.968506
	Iteration 19Q: 3 clusters Score -85887.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85887.710938 Penalty: 2187.968506
	Iteration 20F: 3 clusters Score -85887.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (85838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85838 members 
Entering Unmasked Estep 
Score: -10777543.000000 Penalty: 1846.035278
	Iteration 0F: 2 clusters Score -1.077754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -10722208.000000 Penalty: 3692.070557
	Iteration 0F: 3 clusters Score -1.072221e+07 nChanged 40955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -10746743.000000 Penalty: 3692.070557
	Iteration 1F: 3 clusters Score -1.074674e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -10748478.000000 Penalty: 3692.070557
	Iteration 2Q: 3 clusters Score -1.074848e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -10751574.000000 Penalty: 3692.070557
	Iteration 3F: 3 clusters Score -1.075157e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -10756269.000000 Penalty: 3692.070557
	Iteration 4F: 3 clusters Score -1.075627e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -10762091.000000 Penalty: 3692.070557
	Iteration 5F: 3 clusters Score -1.076209e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -10766474.000000 Penalty: 3692.070557
	Iteration 6F: 3 clusters Score -1.076647e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -10767934.000000 Penalty: 3692.070557
	Iteration 7F: 3 clusters Score -1.076793e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -10768785.000000 Penalty: 3692.070557
	Iteration 8Q: 3 clusters Score -1.076878e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -10769516.000000 Penalty: 3692.070557
	Iteration 9Q: 3 clusters Score -1.076952e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -10770258.000000 Penalty: 3692.070557
	Iteration 10Q: 3 clusters Score -1.077026e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -10770770.000000 Penalty: 3692.070557
	Iteration 11Q: 3 clusters Score -1.077077e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -10771280.000000 Penalty: 3692.070557
	Iteration 12Q: 3 clusters Score -1.077128e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -10771639.000000 Penalty: 3692.070557
	Iteration 13Q: 3 clusters Score -1.077164e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -10772041.000000 Penalty: 3692.070557
	Iteration 14Q: 3 clusters Score -1.077204e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -10772339.000000 Penalty: 3692.070557
	Iteration 15Q: 3 clusters Score -1.077234e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -10772509.000000 Penalty: 3692.070557
	Iteration 16Q: 3 clusters Score -1.077251e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -10772635.000000 Penalty: 3692.070557
	Iteration 17Q: 3 clusters Score -1.077264e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -10772709.000000 Penalty: 3692.070557
	Iteration 18Q: 3 clusters Score -1.077271e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -10772785.000000 Penalty: 3692.070557
	Iteration 19Q: 3 clusters Score -1.077278e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -10772829.000000 Penalty: 3692.070557
	Iteration 20F: 3 clusters Score -1.077283e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -10772848.000000 Penalty: 3692.070557
	Iteration 21Q: 3 clusters Score -1.077285e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -10772824.000000 Penalty: 3692.070557
	Iteration 22Q: 3 clusters Score -1.077282e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -10772830.000000 Penalty: 3692.070557
	Iteration 23Q: 3 clusters Score -1.077283e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -10772846.000000 Penalty: 3692.070557
	Iteration 24Q: 3 clusters Score -1.077285e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -10772877.000000 Penalty: 3692.070557
	Iteration 25Q: 3 clusters Score -1.077288e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -10772884.000000 Penalty: 3692.070557
	Iteration 26Q: 3 clusters Score -1.077288e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -10772895.000000 Penalty: 3692.070557
	Iteration 27Q: 3 clusters Score -1.07729e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -10772887.000000 Penalty: 3692.070557
	Iteration 28Q: 3 clusters Score -1.077289e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -10772899.000000 Penalty: 3692.070557
	Iteration 29Q: 3 clusters Score -1.07729e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -10772897.000000 Penalty: 3692.070557
	Iteration 30Q: 3 clusters Score -1.07729e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -10772894.000000 Penalty: 3692.070557
	Iteration 31Q: 3 clusters Score -1.077289e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -10772889.000000 Penalty: 3692.070557
	Iteration 32Q: 3 clusters Score -1.077289e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -10772897.000000 Penalty: 3692.070557
	Iteration 33Q: 3 clusters Score -1.07729e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -10772888.000000 Penalty: 3692.070557
	Iteration 34Q: 3 clusters Score -1.077289e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -10772902.000000 Penalty: 3692.070557
	Iteration 35Q: 3 clusters Score -1.07729e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -10772898.000000 Penalty: 3692.070557
	Iteration 36Q: 3 clusters Score -1.07729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -10772895.000000 Penalty: 3692.070557
	Iteration 37Q: 3 clusters Score -1.07729e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -10772878.000000 Penalty: 3692.070557
	Iteration 38Q: 3 clusters Score -1.077288e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -10772912.000000 Penalty: 3692.070557
	Iteration 39Q: 3 clusters Score -1.077291e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -10772925.000000 Penalty: 3692.070557
	Iteration 40F: 3 clusters Score -1.077292e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -10772924.000000 Penalty: 3692.070557
	Iteration 41Q: 3 clusters Score -1.077292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -10772916.000000 Penalty: 3692.070557
	Iteration 42Q: 3 clusters Score -1.077292e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -10772930.000000 Penalty: 3692.070557
	Iteration 43Q: 3 clusters Score -1.077293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -10772930.000000 Penalty: 3692.070557
	Iteration 44Q: 3 clusters Score -1.077293e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -10772928.000000 Penalty: 3692.070557
	Iteration 45Q: 3 clusters Score -1.077293e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -10772916.000000 Penalty: 3692.070557
	Iteration 46Q: 3 clusters Score -1.077292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -10772902.000000 Penalty: 3692.070557
	Iteration 47Q: 3 clusters Score -1.07729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -10772899.000000 Penalty: 3692.070557
	Iteration 48Q: 3 clusters Score -1.07729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -10772895.000000 Penalty: 3692.070557
	Iteration 49Q: 3 clusters Score -1.07729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -10772906.000000 Penalty: 3692.070557
	Iteration 50Q: 3 clusters Score -1.077291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -10772906.000000 Penalty: 3692.070557
	Iteration 51Q: 3 clusters Score -1.077291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -10772905.000000 Penalty: 3692.070557
	Iteration 52Q: 3 clusters Score -1.07729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -10772902.000000 Penalty: 3692.070557
	Iteration 53Q: 3 clusters Score -1.07729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -10772895.000000 Penalty: 3692.070557
	Iteration 54Q: 3 clusters Score -1.07729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -10772903.000000 Penalty: 3692.070557
	Iteration 55Q: 3 clusters Score -1.07729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -10772902.000000 Penalty: 3692.070557
	Iteration 56Q: 3 clusters Score -1.07729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -10772904.000000 Penalty: 3692.070557
	Iteration 57Q: 3 clusters Score -1.07729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -10772900.000000 Penalty: 3692.070557
	Iteration 58Q: 3 clusters Score -1.07729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -10772907.000000 Penalty: 3692.070557
	Iteration 59Q: 3 clusters Score -1.077291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -10772912.000000 Penalty: 3692.070557
	Iteration 60F: 3 clusters Score -1.077291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -10772909.000000 Penalty: 3692.070557
	Iteration 61Q: 3 clusters Score -1.077291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -10772902.000000 Penalty: 3692.070557
	Iteration 62Q: 3 clusters Score -1.07729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -10772917.000000 Penalty: 3692.070557
	Iteration 63Q: 3 clusters Score -1.077292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -10772916.000000 Penalty: 3692.070557
	Iteration 64Q: 3 clusters Score -1.077292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -10772916.000000 Penalty: 3692.070557
	Iteration 65F: 3 clusters Score -1.077292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -170469.031250 Penalty: 1191.828491
	Iteration 0F: 2 clusters Score -170469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -168689.656250 Penalty: 2383.656982
	Iteration 0F: 3 clusters Score -168689.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -169050.703125 Penalty: 2383.656982
	Iteration 1F: 3 clusters Score -169050.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -169125.437500 Penalty: 2383.656982
	Iteration 2F: 3 clusters Score -169125.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -169150.062500 Penalty: 2383.656982
	Iteration 3Q: 3 clusters Score -169150.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -169170.531250 Penalty: 2383.656982
	Iteration 4Q: 3 clusters Score -169170.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -169182.968750 Penalty: 2383.656982
	Iteration 5Q: 3 clusters Score -169183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169190.796875 Penalty: 2383.656982
	Iteration 6Q: 3 clusters Score -169190.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -169197.359375 Penalty: 2383.656982
	Iteration 7Q: 3 clusters Score -169197.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -169204.515625 Penalty: 2383.656982
	Iteration 8Q: 3 clusters Score -169204.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -169208.875000 Penalty: 2383.656982
	Iteration 9Q: 3 clusters Score -169208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -169218.296875 Penalty: 2383.656982
	Iteration 10Q: 3 clusters Score -169218.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -169228.703125 Penalty: 2383.656982
	Iteration 11Q: 3 clusters Score -169228.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -169236.562500 Penalty: 2383.656982
	Iteration 12Q: 3 clusters Score -169236.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -169239.796875 Penalty: 2383.656982
	Iteration 13Q: 3 clusters Score -169239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -169245.546875 Penalty: 2383.656982
	Iteration 14Q: 3 clusters Score -169245.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -169254.203125 Penalty: 2383.656982
	Iteration 15Q: 3 clusters Score -169254.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -169269.203125 Penalty: 2383.656982
	Iteration 16Q: 3 clusters Score -169269.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -169306.890625 Penalty: 2383.656982
	Iteration 17Q: 3 clusters Score -169306.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -169359.046875 Penalty: 2383.656982
	Iteration 18Q: 3 clusters Score -169359 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -169431.796875 Penalty: 2383.656982
	Iteration 19Q: 3 clusters Score -169431.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -169565.250000 Penalty: 2383.656982
	Iteration 20F: 3 clusters Score -169565.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -169768.062500 Penalty: 2383.656982
	Iteration 21F: 3 clusters Score -169768.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -169894.062500 Penalty: 2383.656982
	Iteration 22F: 3 clusters Score -169894.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -169962.781250 Penalty: 2383.656982
	Iteration 23Q: 3 clusters Score -169962.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -170014.937500 Penalty: 2383.656982
	Iteration 24Q: 3 clusters Score -170014.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -170055.140625 Penalty: 2383.656982
	Iteration 25Q: 3 clusters Score -170055.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -170103.578125 Penalty: 2383.656982
	Iteration 26Q: 3 clusters Score -170103.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -170129.515625 Penalty: 2383.656982
	Iteration 27Q: 3 clusters Score -170129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -170147.484375 Penalty: 2383.656982
	Iteration 28Q: 3 clusters Score -170147.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -170155.156250 Penalty: 2383.656982
	Iteration 29Q: 3 clusters Score -170155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -170157.453125 Penalty: 2383.656982
	Iteration 30Q: 3 clusters Score -170157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -170162.968750 Penalty: 2383.656982
	Iteration 31Q: 3 clusters Score -170163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -170162.968750 Penalty: 2383.656982
	Iteration 32F: 3 clusters Score -170163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Entering Unmasked Estep 
Score: -1260845.500000 Penalty: 1504.190308
	Iteration 0F: 2 clusters Score -1260846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1253381.625000 Penalty: 3008.380615
	Iteration 0F: 3 clusters Score -1253382 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1255840.500000 Penalty: 3008.380615
	Iteration 1F: 3 clusters Score -1255840 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1256173.500000 Penalty: 3008.380615
	Iteration 2F: 3 clusters Score -1256174 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1256522.375000 Penalty: 3008.380615
	Iteration 3F: 3 clusters Score -1256522 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1256912.125000 Penalty: 3008.380615
	Iteration 4F: 3 clusters Score -1256912 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1257387.625000 Penalty: 3008.380615
	Iteration 5F: 3 clusters Score -1257388 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1257907.375000 Penalty: 3008.380615
	Iteration 6F: 3 clusters Score -1257907 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1258430.375000 Penalty: 3008.380615
	Iteration 7F: 3 clusters Score -1258430 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1258929.250000 Penalty: 3008.380615
	Iteration 8F: 3 clusters Score -1258929 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1259281.500000 Penalty: 3008.380615
	Iteration 9Q: 3 clusters Score -1259282 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1259456.125000 Penalty: 3008.380615
	Iteration 10Q: 3 clusters Score -1259456 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1259573.000000 Penalty: 3008.380615
	Iteration 11Q: 3 clusters Score -1259573 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1259660.500000 Penalty: 3008.380615
	Iteration 12Q: 3 clusters Score -1259660 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1259721.125000 Penalty: 3008.380615
	Iteration 13Q: 3 clusters Score -1259721 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1259754.375000 Penalty: 3008.380615
	Iteration 14Q: 3 clusters Score -1259754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1259777.500000 Penalty: 3008.380615
	Iteration 15Q: 3 clusters Score -1259778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1259805.625000 Penalty: 3008.380615
	Iteration 16Q: 3 clusters Score -1259806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1259822.375000 Penalty: 3008.380615
	Iteration 17Q: 3 clusters Score -1259822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1259832.375000 Penalty: 3008.380615
	Iteration 18Q: 3 clusters Score -1259832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1259836.500000 Penalty: 3008.380615
	Iteration 19Q: 3 clusters Score -1259836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1259842.125000 Penalty: 3008.380615
	Iteration 20F: 3 clusters Score -1259842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1259843.000000 Penalty: 3008.380615
	Iteration 21Q: 3 clusters Score -1259843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1259848.125000 Penalty: 3008.380615
	Iteration 22Q: 3 clusters Score -1259848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1259850.875000 Penalty: 3008.380615
	Iteration 23Q: 3 clusters Score -1259851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1259855.250000 Penalty: 3008.380615
	Iteration 24Q: 3 clusters Score -1259855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1259858.500000 Penalty: 3008.380615
	Iteration 25Q: 3 clusters Score -1259858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1259862.125000 Penalty: 3008.380615
	Iteration 26Q: 3 clusters Score -1259862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1259862.875000 Penalty: 3008.380615
	Iteration 27Q: 3 clusters Score -1259863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1259863.750000 Penalty: 3008.380615
	Iteration 28Q: 3 clusters Score -1259864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1259864.875000 Penalty: 3008.380615
	Iteration 29Q: 3 clusters Score -1259865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1259869.875000 Penalty: 3008.380615
	Iteration 30Q: 3 clusters Score -1259870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1259870.875000 Penalty: 3008.380615
	Iteration 31Q: 3 clusters Score -1259871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1259873.375000 Penalty: 3008.380615
	Iteration 32Q: 3 clusters Score -1259873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1259874.375000 Penalty: 3008.380615
	Iteration 33Q: 3 clusters Score -1259874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1259875.125000 Penalty: 3008.380615
	Iteration 34Q: 3 clusters Score -1259875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1259882.000000 Penalty: 3008.380615
	Iteration 35Q: 3 clusters Score -1259882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1259884.375000 Penalty: 3008.380615
	Iteration 36Q: 3 clusters Score -1259884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1259883.250000 Penalty: 3008.380615
	Iteration 37Q: 3 clusters Score -1259883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1259884.500000 Penalty: 3008.380615
	Iteration 38Q: 3 clusters Score -1259884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1259884.500000 Penalty: 3008.380615
	Iteration 39F: 3 clusters Score -1259884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 87972 members 
Mstep: Class 6 contains 28504 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 8316 members 
Mstep: Class 13 contains 9330 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 90503 members 
Mstep: Class 16 contains 94607 members 
Mstep: Class 17 contains 88445 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71226 members 
Mstep: Class 20 contains 3767 members 
Mstep: Class 21 contains 3416 members 
Mstep: Class 22 contains 81349 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6143 members 
Mstep: Class 27 contains 19286 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 85838 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 10473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214400.000000 Penalty: 68724.578125
Iteration 119Q: 32 clusters Score -1.022144e+08 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88104 members 
Mstep: Class 6 contains 28504 members 
Mstep: Class 7 contains 6684 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 91213 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 8308 members 
Mstep: Class 13 contains 9332 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 90503 members 
Mstep: Class 16 contains 95163 members 
Mstep: Class 17 contains 88333 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71433 members 
Mstep: Class 20 contains 3748 members 
Mstep: Class 21 contains 3424 members 
Mstep: Class 22 contains 81305 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 7103 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6154 members 
Mstep: Class 27 contains 19592 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 85789 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 10481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215416.000000 Penalty: 68724.578125
Iteration 120F: 32 clusters Score -1.022154e+08 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 88100 members 
Mstep: Class 6 contains 28497 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 91738 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 8295 members 
Mstep: Class 13 contains 9335 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 90452 members 
Mstep: Class 16 contains 94901 members 
Mstep: Class 17 contains 88259 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71302 members 
Mstep: Class 20 contains 3681 members 
Mstep: Class 21 contains 3420 members 
Mstep: Class 22 contains 81075 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 7103 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6158 members 
Mstep: Class 27 contains 19945 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 85720 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 10490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216344.000000 Penalty: 68724.578125
Iteration 121Q: 32 clusters Score -1.022163e+08 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88114 members 
Mstep: Class 6 contains 28489 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 4611 members 
Mstep: Class 9 contains 92149 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 9323 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 90398 members 
Mstep: Class 16 contains 94652 members 
Mstep: Class 17 contains 88154 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71217 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 3414 members 
Mstep: Class 22 contains 80954 members 
Mstep: Class 23 contains 2675 members 
Mstep: Class 24 contains 7107 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6164 members 
Mstep: Class 27 contains 20288 members 
Mstep: Class 28 contains 836 members 
Mstep: Class 29 contains 85661 members 
Mstep: Class 30 contains 1534 members 
Mstep: Class 31 contains 10492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217112.000000 Penalty: 68724.578125
Iteration 122Q: 32 clusters Score -1.022171e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2855 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88155 members 
Mstep: Class 6 contains 28479 members 
Mstep: Class 7 contains 6682 members 
Mstep: Class 8 contains 4961 members 
Mstep: Class 9 contains 92517 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 9312 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 90369 members 
Mstep: Class 16 contains 94384 members 
Mstep: Class 17 contains 88063 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71128 members 
Mstep: Class 20 contains 3587 members 
Mstep: Class 21 contains 3415 members 
Mstep: Class 22 contains 80876 members 
Mstep: Class 23 contains 2669 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6169 members 
Mstep: Class 27 contains 20582 members 
Mstep: Class 28 contains 835 members 
Mstep: Class 29 contains 85613 members 
Mstep: Class 30 contains 1535 members 
Mstep: Class 31 contains 10497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217656.000000 Penalty: 68724.578125
Iteration 123Q: 32 clusters Score -1.022177e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2855 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88239 members 
Mstep: Class 6 contains 28463 members 
Mstep: Class 7 contains 6683 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 92869 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 8269 members 
Mstep: Class 13 contains 9303 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 90354 members 
Mstep: Class 16 contains 94078 members 
Mstep: Class 17 contains 87973 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 71009 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 3415 members 
Mstep: Class 22 contains 80818 members 
Mstep: Class 23 contains 2661 members 
Mstep: Class 24 contains 7113 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6172 members 
Mstep: Class 27 contains 20873 members 
Mstep: Class 28 contains 835 members 
Mstep: Class 29 contains 85544 members 
Mstep: Class 30 contains 1535 members 
Mstep: Class 31 contains 10508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218080.000000 Penalty: 68724.578125
Iteration 124Q: 32 clusters Score -1.022181e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88296 members 
Mstep: Class 6 contains 28447 members 
Mstep: Class 7 contains 6684 members 
Mstep: Class 8 contains 5646 members 
Mstep: Class 9 contains 93164 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 8259 members 
Mstep: Class 13 contains 9294 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 90361 members 
Mstep: Class 16 contains 93781 members 
Mstep: Class 17 contains 87839 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 70952 members 
Mstep: Class 20 contains 3492 members 
Mstep: Class 21 contains 3416 members 
Mstep: Class 22 contains 80755 members 
Mstep: Class 23 contains 2658 members 
Mstep: Class 24 contains 7112 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 21151 members 
Mstep: Class 28 contains 833 members 
Mstep: Class 29 contains 85528 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 10518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218384.000000 Penalty: 68724.578125
Iteration 125Q: 32 clusters Score -1.022184e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88364 members 
Mstep: Class 6 contains 28432 members 
Mstep: Class 7 contains 6676 members 
Mstep: Class 8 contains 5951 members 
Mstep: Class 9 contains 93480 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 8255 members 
Mstep: Class 13 contains 9286 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 90346 members 
Mstep: Class 16 contains 93457 members 
Mstep: Class 17 contains 87767 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 70879 members 
Mstep: Class 20 contains 3448 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 80693 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 7112 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6177 members 
Mstep: Class 27 contains 21478 members 
Mstep: Class 28 contains 831 members 
Mstep: Class 29 contains 85453 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 10525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218640.000000 Penalty: 68724.578125
Iteration 126Q: 32 clusters Score -1.022186e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88395 members 
Mstep: Class 6 contains 28421 members 
Mstep: Class 7 contains 6670 members 
Mstep: Class 8 contains 6205 members 
Mstep: Class 9 contains 93743 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 2759 members 
Mstep: Class 12 contains 8248 members 
Mstep: Class 13 contains 9290 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 90327 members 
Mstep: Class 16 contains 93162 members 
Mstep: Class 17 contains 87684 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 70813 members 
Mstep: Class 20 contains 3417 members 
Mstep: Class 21 contains 3417 members 
Mstep: Class 22 contains 80639 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 7111 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 21812 members 
Mstep: Class 28 contains 830 members 
Mstep: Class 29 contains 85403 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219208.000000 Penalty: 68724.578125
Iteration 127Q: 32 clusters Score -1.022192e+08 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2864 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88421 members 
Mstep: Class 6 contains 28416 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 94006 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 8238 members 
Mstep: Class 13 contains 9292 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 90287 members 
Mstep: Class 16 contains 92876 members 
Mstep: Class 17 contains 87612 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 70713 members 
Mstep: Class 20 contains 3394 members 
Mstep: Class 21 contains 3414 members 
Mstep: Class 22 contains 80610 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 7112 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 22181 members 
Mstep: Class 28 contains 829 members 
Mstep: Class 29 contains 85328 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 10543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219352.000000 Penalty: 68724.578125
Iteration 128Q: 32 clusters Score -1.022194e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88483 members 
Mstep: Class 6 contains 28418 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 94230 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 8229 members 
Mstep: Class 13 contains 9303 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 90226 members 
Mstep: Class 16 contains 92593 members 
Mstep: Class 17 contains 87531 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 70590 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 3411 members 
Mstep: Class 22 contains 80627 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 7105 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 22515 members 
Mstep: Class 28 contains 828 members 
Mstep: Class 29 contains 85268 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 10543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219816.000000 Penalty: 68724.578125
Iteration 129Q: 32 clusters Score -1.022198e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88519 members 
Mstep: Class 6 contains 28418 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 6808 members 
Mstep: Class 9 contains 94383 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 8210 members 
Mstep: Class 13 contains 9306 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 90183 members 
Mstep: Class 16 contains 92375 members 
Mstep: Class 17 contains 87431 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 70485 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 3406 members 
Mstep: Class 22 contains 80649 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 7101 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 22846 members 
Mstep: Class 28 contains 827 members 
Mstep: Class 29 contains 85233 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 10549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220576.000000 Penalty: 68724.578125
Iteration 130Q: 32 clusters Score -1.022206e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88542 members 
Mstep: Class 6 contains 28417 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 6948 members 
Mstep: Class 9 contains 94504 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2770 members 
Mstep: Class 12 contains 8201 members 
Mstep: Class 13 contains 9311 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 90164 members 
Mstep: Class 16 contains 92180 members 
Mstep: Class 17 contains 87342 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 70367 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 3401 members 
Mstep: Class 22 contains 80688 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 7102 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 23173 members 
Mstep: Class 28 contains 828 members 
Mstep: Class 29 contains 85174 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 10559 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 32 clusters Score -1.022209e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88591 members 
Mstep: Class 6 contains 28412 members 
Mstep: Class 7 contains 6673 members 
Mstep: Class 8 contains 7064 members 
Mstep: Class 9 contains 94617 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2770 members 
Mstep: Class 12 contains 8189 members 
Mstep: Class 13 contains 9311 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 90121 members 
Mstep: Class 16 contains 92012 members 
Mstep: Class 17 contains 87249 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 70233 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 3391 members 
Mstep: Class 22 contains 80715 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 7109 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6199 members 
Mstep: Class 27 contains 23483 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 85160 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 10568 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 32 clusters Score -1.022211e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2870 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88661 members 
Mstep: Class 6 contains 28404 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 94709 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 8174 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 90045 members 
Mstep: Class 16 contains 91885 members 
Mstep: Class 17 contains 87183 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 70059 members 
Mstep: Class 20 contains 3329 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 80732 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 7110 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6200 members 
Mstep: Class 27 contains 23783 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 85175 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 10579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221080.000000 Penalty: 68724.578125
Iteration 133Q: 32 clusters Score -1.022211e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88713 members 
Mstep: Class 6 contains 28404 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 94747 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2770 members 
Mstep: Class 12 contains 8171 members 
Mstep: Class 13 contains 9316 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 89989 members 
Mstep: Class 16 contains 91805 members 
Mstep: Class 17 contains 87080 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 69848 members 
Mstep: Class 20 contains 3323 members 
Mstep: Class 21 contains 3387 members 
Mstep: Class 22 contains 80788 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 7109 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 6203 members 
Mstep: Class 27 contains 24072 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 85215 members 
Mstep: Class 30 contains 1545 members 
Mstep: Class 31 contains 10586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221304.000000 Penalty: 68724.578125
Iteration 134Q: 32 clusters Score -1.022213e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2873 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88734 members 
Mstep: Class 6 contains 28410 members 
Mstep: Class 7 contains 6674 members 
Mstep: Class 8 contains 7359 members 
Mstep: Class 9 contains 94743 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2770 members 
Mstep: Class 12 contains 8163 members 
Mstep: Class 13 contains 9319 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 89922 members 
Mstep: Class 16 contains 91791 members 
Mstep: Class 17 contains 86995 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 69633 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 80834 members 
Mstep: Class 23 contains 2601 members 
Mstep: Class 24 contains 7110 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6204 members 
Mstep: Class 27 contains 24390 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 85244 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 10593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221504.000000 Penalty: 68724.578125
Iteration 135Q: 32 clusters Score -1.022215e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2873 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88754 members 
Mstep: Class 6 contains 28418 members 
Mstep: Class 7 contains 6677 members 
Mstep: Class 8 contains 7440 members 
Mstep: Class 9 contains 94717 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 8164 members 
Mstep: Class 13 contains 9327 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 89846 members 
Mstep: Class 16 contains 91791 members 
Mstep: Class 17 contains 86910 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 69396 members 
Mstep: Class 20 contains 3318 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 80879 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 7106 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6207 members 
Mstep: Class 27 contains 24718 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 85285 members 
Mstep: Class 30 contains 1550 members 
Mstep: Class 31 contains 10599 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 32 clusters Score -1.022216e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88796 members 
Mstep: Class 6 contains 28419 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 7524 members 
Mstep: Class 9 contains 94652 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2770 members 
Mstep: Class 12 contains 8159 members 
Mstep: Class 13 contains 9332 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 89784 members 
Mstep: Class 16 contains 91838 members 
Mstep: Class 17 contains 86846 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 69147 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 80925 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 7100 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6210 members 
Mstep: Class 27 contains 25032 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 85303 members 
Mstep: Class 30 contains 1550 members 
Mstep: Class 31 contains 10597 members 
Entering Unmasked Estep 
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Iteration 137Q: 32 clusters Score -1.022219e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88852 members 
Mstep: Class 6 contains 28424 members 
Mstep: Class 7 contains 6674 members 
Mstep: Class 8 contains 7596 members 
Mstep: Class 9 contains 94596 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 8157 members 
Mstep: Class 13 contains 9339 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 89773 members 
Mstep: Class 16 contains 91899 members 
Mstep: Class 17 contains 86739 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 68834 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 80961 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6212 members 
Mstep: Class 27 contains 25330 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 85350 members 
Mstep: Class 30 contains 1551 members 
Mstep: Class 31 contains 10601 members 
Entering Unmasked Estep 
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Iteration 138Q: 32 clusters Score -1.022221e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88898 members 
Mstep: Class 6 contains 28428 members 
Mstep: Class 7 contains 6673 members 
Mstep: Class 8 contains 7672 members 
Mstep: Class 9 contains 94497 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 8154 members 
Mstep: Class 13 contains 9350 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 89769 members 
Mstep: Class 16 contains 92001 members 
Mstep: Class 17 contains 86651 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 68513 members 
Mstep: Class 20 contains 3309 members 
Mstep: Class 21 contains 3386 members 
Mstep: Class 22 contains 80993 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6215 members 
Mstep: Class 27 contains 25625 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 85402 members 
Mstep: Class 30 contains 1551 members 
Mstep: Class 31 contains 10602 members 
Entering Unmasked Estep 
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Score: -102222000.000000 Penalty: 68724.578125
Iteration 139Q: 32 clusters Score -1.02222e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 88944 members 
Mstep: Class 6 contains 28433 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 7734 members 
Mstep: Class 9 contains 94432 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 8147 members 
Mstep: Class 13 contains 9357 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 89756 members 
Mstep: Class 16 contains 92073 members 
Mstep: Class 17 contains 86577 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 68198 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 81040 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6221 members 
Mstep: Class 27 contains 25909 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 85446 members 
Mstep: Class 30 contains 1554 members 
Mstep: Class 31 contains 10605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221880.000000 Penalty: 68724.578125
Iteration 140F: 32 clusters Score -1.022219e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2878 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 88987 members 
Mstep: Class 6 contains 28442 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 7886 members 
Mstep: Class 9 contains 94378 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 8139 members 
Mstep: Class 13 contains 9360 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 89750 members 
Mstep: Class 16 contains 92141 members 
Mstep: Class 17 contains 86490 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 67897 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 81097 members 
Mstep: Class 23 contains 2574 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6223 members 
Mstep: Class 27 contains 26192 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 85488 members 
Mstep: Class 30 contains 1554 members 
Mstep: Class 31 contains 10605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222120.000000 Penalty: 68724.578125
Iteration 141Q: 32 clusters Score -1.022221e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2877 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 89018 members 
Mstep: Class 6 contains 28452 members 
Mstep: Class 7 contains 6654 members 
Mstep: Class 8 contains 8047 members 
Mstep: Class 9 contains 94347 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 8135 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 89770 members 
Mstep: Class 16 contains 92177 members 
Mstep: Class 17 contains 86429 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 67615 members 
Mstep: Class 20 contains 3273 members 
Mstep: Class 21 contains 3393 members 
Mstep: Class 22 contains 81136 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6224 members 
Mstep: Class 27 contains 26454 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 85521 members 
Mstep: Class 30 contains 1554 members 
Mstep: Class 31 contains 10606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222096.000000 Penalty: 68724.578125
Iteration 142Q: 32 clusters Score -1.022221e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2877 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 89049 members 
Mstep: Class 6 contains 28459 members 
Mstep: Class 7 contains 6652 members 
Mstep: Class 8 contains 8185 members 
Mstep: Class 9 contains 94337 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 8133 members 
Mstep: Class 13 contains 9362 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 89785 members 
Mstep: Class 16 contains 92203 members 
Mstep: Class 17 contains 86409 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 67311 members 
Mstep: Class 20 contains 3258 members 
Mstep: Class 21 contains 3396 members 
Mstep: Class 22 contains 81175 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 7089 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6228 members 
Mstep: Class 27 contains 26721 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 85530 members 
Mstep: Class 30 contains 1554 members 
Mstep: Class 31 contains 10608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222280.000000 Penalty: 68724.578125
Iteration 143Q: 32 clusters Score -1.022223e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2880 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89084 members 
Mstep: Class 6 contains 28468 members 
Mstep: Class 7 contains 6652 members 
Mstep: Class 8 contains 8317 members 
Mstep: Class 9 contains 94316 members 
Mstep: Class 10 contains 346 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 8129 members 
Mstep: Class 13 contains 9354 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 89786 members 
Mstep: Class 16 contains 92240 members 
Mstep: Class 17 contains 86356 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 67056 members 
Mstep: Class 20 contains 3242 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 81217 members 
Mstep: Class 23 contains 2564 members 
Mstep: Class 24 contains 7087 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 26974 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 85555 members 
Mstep: Class 30 contains 1553 members 
Mstep: Class 31 contains 10613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222400.000000 Penalty: 68724.578125
Iteration 144Q: 32 clusters Score -1.022224e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2881 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89123 members 
Mstep: Class 6 contains 28477 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 8417 members 
Mstep: Class 9 contains 94308 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 8126 members 
Mstep: Class 13 contains 9351 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 89801 members 
Mstep: Class 16 contains 92270 members 
Mstep: Class 17 contains 86326 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 66758 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 3399 members 
Mstep: Class 22 contains 81296 members 
Mstep: Class 23 contains 2560 members 
Mstep: Class 24 contains 7086 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6235 members 
Mstep: Class 27 contains 27197 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 85554 members 
Mstep: Class 30 contains 1554 members 
Mstep: Class 31 contains 10616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222416.000000 Penalty: 68724.578125
Iteration 145Q: 32 clusters Score -1.022224e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2881 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89166 members 
Mstep: Class 6 contains 28490 members 
Mstep: Class 7 contains 6660 members 
Mstep: Class 8 contains 8516 members 
Mstep: Class 9 contains 94341 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 8122 members 
Mstep: Class 13 contains 9350 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 89805 members 
Mstep: Class 16 contains 92274 members 
Mstep: Class 17 contains 86285 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 66480 members 
Mstep: Class 20 contains 3221 members 
Mstep: Class 21 contains 3404 members 
Mstep: Class 22 contains 81379 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 7084 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6238 members 
Mstep: Class 27 contains 27423 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 85543 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 10618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222448.000000 Penalty: 68724.578125
Iteration 146Q: 32 clusters Score -1.022224e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2881 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89227 members 
Mstep: Class 6 contains 28505 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 94350 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 8124 members 
Mstep: Class 13 contains 9356 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 89798 members 
Mstep: Class 16 contains 92289 members 
Mstep: Class 17 contains 86278 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 66198 members 
Mstep: Class 20 contains 3216 members 
Mstep: Class 21 contains 3406 members 
Mstep: Class 22 contains 81454 members 
Mstep: Class 23 contains 2542 members 
Mstep: Class 24 contains 7075 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 6238 members 
Mstep: Class 27 contains 27667 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 85483 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 10620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222760.000000 Penalty: 68724.578125
Iteration 147Q: 32 clusters Score -1.022228e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89269 members 
Mstep: Class 6 contains 28514 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 8733 members 
Mstep: Class 9 contains 94374 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 8114 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 89810 members 
Mstep: Class 16 contains 92286 members 
Mstep: Class 17 contains 86261 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 65912 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 3410 members 
Mstep: Class 22 contains 81505 members 
Mstep: Class 23 contains 2534 members 
Mstep: Class 24 contains 7071 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6238 members 
Mstep: Class 27 contains 27930 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 85458 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 10620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222888.000000 Penalty: 68724.578125
Iteration 148Q: 32 clusters Score -1.022229e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89306 members 
Mstep: Class 6 contains 28527 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 8844 members 
Mstep: Class 9 contains 94406 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 8118 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 89822 members 
Mstep: Class 16 contains 92277 members 
Mstep: Class 17 contains 86223 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 65639 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 3414 members 
Mstep: Class 22 contains 81548 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 7066 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6236 members 
Mstep: Class 27 contains 28199 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 85435 members 
Mstep: Class 30 contains 1564 members 
Mstep: Class 31 contains 10621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222808.000000 Penalty: 68724.578125
Iteration 149Q: 32 clusters Score -1.022228e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2886 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89379 members 
Mstep: Class 6 contains 28538 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 8909 members 
Mstep: Class 9 contains 94440 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 8119 members 
Mstep: Class 13 contains 9357 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 89826 members 
Mstep: Class 16 contains 92271 members 
Mstep: Class 17 contains 86145 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 65370 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 3417 members 
Mstep: Class 22 contains 81578 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 7066 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6237 members 
Mstep: Class 27 contains 28461 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 85441 members 
Mstep: Class 30 contains 1566 members 
Mstep: Class 31 contains 10619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222608.000000 Penalty: 68724.578125
Iteration 150Q: 32 clusters Score -1.022226e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89429 members 
Mstep: Class 6 contains 28548 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 8961 members 
Mstep: Class 9 contains 94456 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 8121 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 89834 members 
Mstep: Class 16 contains 92292 members 
Mstep: Class 17 contains 86124 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 65065 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 3416 members 
Mstep: Class 22 contains 81630 members 
Mstep: Class 23 contains 2519 members 
Mstep: Class 24 contains 7065 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6238 members 
Mstep: Class 27 contains 28719 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 85422 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 10621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222688.000000 Penalty: 68724.578125
Iteration 151Q: 32 clusters Score -1.022227e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89452 members 
Mstep: Class 6 contains 28555 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 9019 members 
Mstep: Class 9 contains 94491 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 8119 members 
Mstep: Class 13 contains 9355 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 89865 members 
Mstep: Class 16 contains 92299 members 
Mstep: Class 17 contains 86112 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 64737 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 3417 members 
Mstep: Class 22 contains 81676 members 
Mstep: Class 23 contains 2516 members 
Mstep: Class 24 contains 7060 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6240 members 
Mstep: Class 27 contains 28981 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 85412 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 10624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222648.000000 Penalty: 68724.578125
Iteration 152Q: 32 clusters Score -1.022226e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89497 members 
Mstep: Class 6 contains 28562 members 
Mstep: Class 7 contains 6670 members 
Mstep: Class 8 contains 9083 members 
Mstep: Class 9 contains 94529 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 8125 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 89867 members 
Mstep: Class 16 contains 92290 members 
Mstep: Class 17 contains 86057 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 64376 members 
Mstep: Class 20 contains 3157 members 
Mstep: Class 21 contains 3417 members 
Mstep: Class 22 contains 81716 members 
Mstep: Class 23 contains 2508 members 
Mstep: Class 24 contains 7056 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6244 members 
Mstep: Class 27 contains 29294 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 85431 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 10623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222632.000000 Penalty: 68724.578125
Iteration 153Q: 32 clusters Score -1.022226e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2885 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89535 members 
Mstep: Class 6 contains 28571 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 94572 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 8120 members 
Mstep: Class 13 contains 9355 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 89890 members 
Mstep: Class 16 contains 92293 members 
Mstep: Class 17 contains 86020 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 64042 members 
Mstep: Class 20 contains 3153 members 
Mstep: Class 21 contains 3419 members 
Mstep: Class 22 contains 81752 members 
Mstep: Class 23 contains 2504 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 29599 members 
Mstep: Class 28 contains 814 members 
Mstep: Class 29 contains 85402 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 10623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222552.000000 Penalty: 68724.578125
Iteration 154Q: 32 clusters Score -1.022226e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89579 members 
Mstep: Class 6 contains 28581 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 9187 members 
Mstep: Class 9 contains 94614 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 8116 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 89904 members 
Mstep: Class 16 contains 92296 members 
Mstep: Class 17 contains 85949 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 63749 members 
Mstep: Class 20 contains 3148 members 
Mstep: Class 21 contains 3419 members 
Mstep: Class 22 contains 81756 members 
Mstep: Class 23 contains 2500 members 
Mstep: Class 24 contains 7045 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6249 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 85388 members 
Mstep: Class 30 contains 1570 members 
Mstep: Class 31 contains 10627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222512.000000 Penalty: 68724.578125
Iteration 155Q: 32 clusters Score -1.022225e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89615 members 
Mstep: Class 6 contains 28588 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 9248 members 
Mstep: Class 9 contains 94637 members 
Mstep: Class 10 contains 345 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 8110 members 
Mstep: Class 13 contains 9358 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 89911 members 
Mstep: Class 16 contains 92312 members 
Mstep: Class 17 contains 85855 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 63446 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 81756 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6253 members 
Mstep: Class 27 contains 30290 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 85401 members 
Mstep: Class 30 contains 1572 members 
Mstep: Class 31 contains 10627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222688.000000 Penalty: 68724.578125
Iteration 156Q: 32 clusters Score -1.022227e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89643 members 
Mstep: Class 6 contains 28599 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 9304 members 
Mstep: Class 9 contains 94672 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 8103 members 
Mstep: Class 13 contains 9364 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 89917 members 
Mstep: Class 16 contains 92310 members 
Mstep: Class 17 contains 85753 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 63134 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 81766 members 
Mstep: Class 23 contains 2491 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 30686 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 85390 members 
Mstep: Class 30 contains 1572 members 
Mstep: Class 31 contains 10629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222776.000000 Penalty: 68724.578125
Iteration 157Q: 32 clusters Score -1.022228e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 2892 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89687 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 9338 members 
Mstep: Class 9 contains 94724 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 8099 members 
Mstep: Class 13 contains 9368 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 89942 members 
Mstep: Class 16 contains 92301 members 
Mstep: Class 17 contains 85647 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 62807 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 3420 members 
Mstep: Class 22 contains 81774 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6260 members 
Mstep: Class 27 contains 31094 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 85372 members 
Mstep: Class 30 contains 1572 members 
Mstep: Class 31 contains 10629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222624.000000 Penalty: 68724.578125
Iteration 158Q: 32 clusters Score -1.022226e+08 nChanged 1565
Entering ConstructFrom: 
Score: -102222624.000000 Penalty: 68724.578125
Entering ConstructFrom: 
Trying to split cluster 1 (19133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Entering Unmasked Estep 
Score: -2303881.250000 Penalty: 1602.115112
	Iteration 0F: 2 clusters Score -2303881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2290740.750000 Penalty: 3204.230225
	Iteration 0F: 3 clusters Score -2290741 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2295388.000000 Penalty: 3204.230225
	Iteration 1F: 3 clusters Score -2295388 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2295635.750000 Penalty: 3204.230225
	Iteration 2Q: 3 clusters Score -2295636 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2295858.000000 Penalty: 3204.230225
	Iteration 3Q: 3 clusters Score -2295858 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2296096.500000 Penalty: 3204.230225
	Iteration 4Q: 3 clusters Score -2296096 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2296364.500000 Penalty: 3204.230225
	Iteration 5Q: 3 clusters Score -2296364 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2296728.250000 Penalty: 3204.230225
	Iteration 6Q: 3 clusters Score -2296728 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2297255.000000 Penalty: 3204.230225
	Iteration 7Q: 3 clusters Score -2297255 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2297946.250000 Penalty: 3204.230225
	Iteration 8F: 3 clusters Score -2297946 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2298914.250000 Penalty: 3204.230225
	Iteration 9F: 3 clusters Score -2298914 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2300041.000000 Penalty: 3204.230225
	Iteration 10F: 3 clusters Score -2300041 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2301230.750000 Penalty: 3204.230225
	Iteration 11F: 3 clusters Score -2301231 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2302073.750000 Penalty: 3204.230225
	Iteration 12Q: 3 clusters Score -2302074 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2302417.250000 Penalty: 3204.230225
	Iteration 13Q: 3 clusters Score -2302417 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2302544.500000 Penalty: 3204.230225
	Iteration 14Q: 3 clusters Score -2302544 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2302613.000000 Penalty: 3204.230225
	Iteration 15Q: 3 clusters Score -2302613 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2302648.500000 Penalty: 3204.230225
	Iteration 16Q: 3 clusters Score -2302648 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2302666.500000 Penalty: 3204.230225
	Iteration 17Q: 3 clusters Score -2302666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2302674.500000 Penalty: 3204.230225
	Iteration 18Q: 3 clusters Score -2302674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2302694.500000 Penalty: 3204.230225
	Iteration 19Q: 3 clusters Score -2302694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2302702.000000 Penalty: 3204.230225
	Iteration 20F: 3 clusters Score -2302702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2302705.000000 Penalty: 3204.230225
	Iteration 21Q: 3 clusters Score -2302705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2302708.250000 Penalty: 3204.230225
	Iteration 22Q: 3 clusters Score -2302708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2302711.250000 Penalty: 3204.230225
	Iteration 23Q: 3 clusters Score -2302711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2302715.250000 Penalty: 3204.230225
	Iteration 24Q: 3 clusters Score -2302715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2302712.000000 Penalty: 3204.230225
	Iteration 25Q: 3 clusters Score -2302712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2302713.000000 Penalty: 3204.230225
	Iteration 26Q: 3 clusters Score -2302713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2302714.000000 Penalty: 3204.230225
	Iteration 27Q: 3 clusters Score -2302714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2302715.500000 Penalty: 3204.230225
	Iteration 28Q: 3 clusters Score -2302716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2302715.500000 Penalty: 3204.230225
	Iteration 29Q: 3 clusters Score -2302716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2302717.500000 Penalty: 3204.230225
	Iteration 30Q: 3 clusters Score -2302718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2302718.250000 Penalty: 3204.230225
	Iteration 31Q: 3 clusters Score -2302718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2302718.500000 Penalty: 3204.230225
	Iteration 32Q: 3 clusters Score -2302718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2302718.000000 Penalty: 3204.230225
	Iteration 33Q: 3 clusters Score -2302718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2302718.250000 Penalty: 3204.230225
	Iteration 34Q: 3 clusters Score -2302718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2302718.250000 Penalty: 3204.230225
	Iteration 35Q: 3 clusters Score -2302718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2302718.750000 Penalty: 3204.230225
	Iteration 36Q: 3 clusters Score -2302719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2302719.750000 Penalty: 3204.230225
	Iteration 37Q: 3 clusters Score -2302720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2302719.750000 Penalty: 3204.230225
	Iteration 38F: 3 clusters Score -2302720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -45939.917969 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -45939.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44996.992188 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -44996.99 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45662.777344 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -45662.78 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46079.195312 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -46079.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46406.078125 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -46406.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46445.679688 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -46445.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46454.656250 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -46454.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46461.144531 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -46461.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46461.144531 Penalty: 2024.906494
	Iteration 7F: 3 clusters Score -46461.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 286 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89732 members 
Mstep: Class 6 contains 28606 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 9373 members 
Mstep: Class 9 contains 94778 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 8094 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 89950 members 
Mstep: Class 16 contains 92306 members 
Mstep: Class 17 contains 85540 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 62471 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 81827 members 
Mstep: Class 23 contains 2477 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6263 members 
Mstep: Class 27 contains 31456 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 85370 members 
Mstep: Class 30 contains 1573 members 
Mstep: Class 31 contains 10633 members 
Mstep: Class 32 contains 222 members 
Entering Unmasked Estep 
Score: -102222312.000000 Penalty: 70941.500000
Splitting cluster 2 changes total score from -102222624.000000 to -102222312.000000
So it's not getting split.
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: -328323.843750 Penalty: 1295.133057
	Iteration 0F: 2 clusters Score -328323.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -325680.812500 Penalty: 2590.266113
	Iteration 0F: 3 clusters Score -325680.8 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -326433.750000 Penalty: 2590.266113
	Iteration 1F: 3 clusters Score -326433.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -326654.375000 Penalty: 2590.266113
	Iteration 2F: 3 clusters Score -326654.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -326856.312500 Penalty: 2590.266113
	Iteration 3F: 3 clusters Score -326856.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -327081.687500 Penalty: 2590.266113
	Iteration 4F: 3 clusters Score -327081.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -327385.156250 Penalty: 2590.266113
	Iteration 5F: 3 clusters Score -327385.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -327671.062500 Penalty: 2590.266113
	Iteration 6F: 3 clusters Score -327671.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -327902.562500 Penalty: 2590.266113
	Iteration 7F: 3 clusters Score -327902.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -328083.187500 Penalty: 2590.266113
	Iteration 8Q: 3 clusters Score -328083.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -328215.750000 Penalty: 2590.266113
	Iteration 9Q: 3 clusters Score -328215.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -328311.593750 Penalty: 2590.266113
	Iteration 10Q: 3 clusters Score -328311.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -328380.656250 Penalty: 2590.266113
	Iteration 11Q: 3 clusters Score -328380.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -328433.656250 Penalty: 2590.266113
	Iteration 12Q: 3 clusters Score -328433.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -328476.000000 Penalty: 2590.266113
	Iteration 13Q: 3 clusters Score -328476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -328498.000000 Penalty: 2590.266113
	Iteration 14Q: 3 clusters Score -328498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -328509.156250 Penalty: 2590.266113
	Iteration 15Q: 3 clusters Score -328509.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -328515.750000 Penalty: 2590.266113
	Iteration 16Q: 3 clusters Score -328515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -328521.937500 Penalty: 2590.266113
	Iteration 17Q: 3 clusters Score -328521.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -328528.375000 Penalty: 2590.266113
	Iteration 18Q: 3 clusters Score -328528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -328533.625000 Penalty: 2590.266113
	Iteration 19Q: 3 clusters Score -328533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -328535.250000 Penalty: 2590.266113
	Iteration 20F: 3 clusters Score -328535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -328537.625000 Penalty: 2590.266113
	Iteration 21Q: 3 clusters Score -328537.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -328540.781250 Penalty: 2590.266113
	Iteration 22Q: 3 clusters Score -328540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -328549.343750 Penalty: 2590.266113
	Iteration 23Q: 3 clusters Score -328549.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -328557.500000 Penalty: 2590.266113
	Iteration 24Q: 3 clusters Score -328557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -328560.281250 Penalty: 2590.266113
	Iteration 25Q: 3 clusters Score -328560.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -328562.468750 Penalty: 2590.266113
	Iteration 26Q: 3 clusters Score -328562.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -328564.093750 Penalty: 2590.266113
	Iteration 27Q: 3 clusters Score -328564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -328566.093750 Penalty: 2590.266113
	Iteration 28Q: 3 clusters Score -328566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -328566.093750 Penalty: 2590.266113
	Iteration 29F: 3 clusters Score -328566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89732 members 
Mstep: Class 6 contains 28606 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 9373 members 
Mstep: Class 9 contains 94778 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 8094 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 89950 members 
Mstep: Class 16 contains 92306 members 
Mstep: Class 17 contains 85540 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 62471 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 81827 members 
Mstep: Class 23 contains 2477 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6263 members 
Mstep: Class 27 contains 31456 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 85370 members 
Mstep: Class 30 contains 1573 members 
Mstep: Class 31 contains 10633 members 
Mstep: Class 32 contains 1425 members 
Entering Unmasked Estep 
Score: -102222184.000000 Penalty: 70941.500000
Splitting cluster 3 changes total score from -102222624.000000 to -102222184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -16513.414062 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -16513.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15795.811523 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -15795.81 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16019.468750 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -16019.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16133.092773 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -16133.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16210.385742 Penalty: 1826.630249
	Iteration 3Q: 3 clusters Score -16210.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16294.295898 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -16294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16361.864258 Penalty: 1826.630249
	Iteration 5Q: 3 clusters Score -16361.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16367.236328 Penalty: 1826.630249
	Iteration 6Q: 3 clusters Score -16367.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16375.132812 Penalty: 1826.630249
	Iteration 7Q: 3 clusters Score -16375.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16375.998047 Penalty: 1826.630249
	Iteration 8F: 3 clusters Score -16376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16396.582031 Penalty: 1826.630249
	Iteration 9Q: 3 clusters Score -16396.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16410.765625 Penalty: 1826.630249
	Iteration 10Q: 3 clusters Score -16410.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16429.917969 Penalty: 1826.630249
	Iteration 11Q: 3 clusters Score -16429.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16440.955078 Penalty: 1826.630249
	Iteration 12F: 3 clusters Score -16440.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16462.326172 Penalty: 1826.630249
	Iteration 13Q: 3 clusters Score -16462.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16469.699219 Penalty: 1826.630249
	Iteration 14Q: 3 clusters Score -16469.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16474.404297 Penalty: 1826.630249
	Iteration 15Q: 3 clusters Score -16474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16474.404297 Penalty: 1826.630249
	Iteration 16F: 3 clusters Score -16474.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Entering Unmasked Estep 
Score: -11089228.000000 Penalty: 1853.244751
	Iteration 0F: 2 clusters Score -1.108923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -11030224.000000 Penalty: 3706.489502
	Iteration 0F: 3 clusters Score -1.103022e+07 nChanged 42732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -11055156.000000 Penalty: 3706.489502
	Iteration 1F: 3 clusters Score -1.105516e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -11055911.000000 Penalty: 3706.489502
	Iteration 2Q: 3 clusters Score -1.105591e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -11056809.000000 Penalty: 3706.489502
	Iteration 3Q: 3 clusters Score -1.105681e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -11058145.000000 Penalty: 3706.489502
	Iteration 4Q: 3 clusters Score -1.105814e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -11059861.000000 Penalty: 3706.489502
	Iteration 5Q: 3 clusters Score -1.105986e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -11062430.000000 Penalty: 3706.489502
	Iteration 6Q: 3 clusters Score -1.106243e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -11065761.000000 Penalty: 3706.489502
	Iteration 7F: 3 clusters Score -1.106576e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -11070106.000000 Penalty: 3706.489502
	Iteration 8F: 3 clusters Score -1.107011e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -11073808.000000 Penalty: 3706.489502
	Iteration 9F: 3 clusters Score -1.107381e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -11075969.000000 Penalty: 3706.489502
	Iteration 10Q: 3 clusters Score -1.107597e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -11076892.000000 Penalty: 3706.489502
	Iteration 11Q: 3 clusters Score -1.107689e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -11077618.000000 Penalty: 3706.489502
	Iteration 12Q: 3 clusters Score -1.107762e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -11078152.000000 Penalty: 3706.489502
	Iteration 13Q: 3 clusters Score -1.107815e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -11078645.000000 Penalty: 3706.489502
	Iteration 14Q: 3 clusters Score -1.107864e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -11079106.000000 Penalty: 3706.489502
	Iteration 15Q: 3 clusters Score -1.107911e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -11079496.000000 Penalty: 3706.489502
	Iteration 16Q: 3 clusters Score -1.10795e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -11079853.000000 Penalty: 3706.489502
	Iteration 17Q: 3 clusters Score -1.107985e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -11080099.000000 Penalty: 3706.489502
	Iteration 18Q: 3 clusters Score -1.10801e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -11080335.000000 Penalty: 3706.489502
	Iteration 19Q: 3 clusters Score -1.108034e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -11080539.000000 Penalty: 3706.489502
	Iteration 20F: 3 clusters Score -1.108054e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -11080740.000000 Penalty: 3706.489502
	Iteration 21Q: 3 clusters Score -1.108074e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -11080915.000000 Penalty: 3706.489502
	Iteration 22Q: 3 clusters Score -1.108092e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -11081095.000000 Penalty: 3706.489502
	Iteration 23Q: 3 clusters Score -1.10811e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -11081260.000000 Penalty: 3706.489502
	Iteration 24Q: 3 clusters Score -1.108126e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -11081466.000000 Penalty: 3706.489502
	Iteration 25Q: 3 clusters Score -1.108147e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -11081653.000000 Penalty: 3706.489502
	Iteration 26Q: 3 clusters Score -1.108165e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -11081873.000000 Penalty: 3706.489502
	Iteration 27Q: 3 clusters Score -1.108187e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -11082066.000000 Penalty: 3706.489502
	Iteration 28Q: 3 clusters Score -1.108207e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -11082228.000000 Penalty: 3706.489502
	Iteration 29Q: 3 clusters Score -1.108223e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -11082357.000000 Penalty: 3706.489502
	Iteration 30Q: 3 clusters Score -1.108236e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -11082458.000000 Penalty: 3706.489502
	Iteration 31Q: 3 clusters Score -1.108246e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -11082512.000000 Penalty: 3706.489502
	Iteration 32Q: 3 clusters Score -1.108251e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -11082613.000000 Penalty: 3706.489502
	Iteration 33Q: 3 clusters Score -1.108261e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -11082650.000000 Penalty: 3706.489502
	Iteration 34Q: 3 clusters Score -1.108265e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -11082681.000000 Penalty: 3706.489502
	Iteration 35Q: 3 clusters Score -1.108268e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -11082737.000000 Penalty: 3706.489502
	Iteration 36Q: 3 clusters Score -1.108274e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -11082755.000000 Penalty: 3706.489502
	Iteration 37Q: 3 clusters Score -1.108276e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -11082817.000000 Penalty: 3706.489502
	Iteration 38Q: 3 clusters Score -1.108282e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -11082815.000000 Penalty: 3706.489502
	Iteration 39Q: 3 clusters Score -1.108282e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -11082834.000000 Penalty: 3706.489502
	Iteration 40F: 3 clusters Score -1.108283e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -11082814.000000 Penalty: 3706.489502
	Iteration 41Q: 3 clusters Score -1.108281e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -11082853.000000 Penalty: 3706.489502
	Iteration 42Q: 3 clusters Score -1.108285e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -11082860.000000 Penalty: 3706.489502
	Iteration 43Q: 3 clusters Score -1.108286e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -11082873.000000 Penalty: 3706.489502
	Iteration 44Q: 3 clusters Score -1.108287e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -11082890.000000 Penalty: 3706.489502
	Iteration 45Q: 3 clusters Score -1.108289e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -11082883.000000 Penalty: 3706.489502
	Iteration 46Q: 3 clusters Score -1.108288e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -11082910.000000 Penalty: 3706.489502
	Iteration 47Q: 3 clusters Score -1.108291e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -11082920.000000 Penalty: 3706.489502
	Iteration 48Q: 3 clusters Score -1.108292e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -11082921.000000 Penalty: 3706.489502
	Iteration 49Q: 3 clusters Score -1.108292e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -11082905.000000 Penalty: 3706.489502
	Iteration 50Q: 3 clusters Score -1.10829e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -11082942.000000 Penalty: 3706.489502
	Iteration 51Q: 3 clusters Score -1.108294e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -11082953.000000 Penalty: 3706.489502
	Iteration 52Q: 3 clusters Score -1.108295e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -11082964.000000 Penalty: 3706.489502
	Iteration 53Q: 3 clusters Score -1.108296e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -11082982.000000 Penalty: 3706.489502
	Iteration 54Q: 3 clusters Score -1.108298e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -11083006.000000 Penalty: 3706.489502
	Iteration 55Q: 3 clusters Score -1.108301e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -11083026.000000 Penalty: 3706.489502
	Iteration 56Q: 3 clusters Score -1.108303e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -11083008.000000 Penalty: 3706.489502
	Iteration 57Q: 3 clusters Score -1.108301e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -11083019.000000 Penalty: 3706.489502
	Iteration 58Q: 3 clusters Score -1.108302e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -11083042.000000 Penalty: 3706.489502
	Iteration 59Q: 3 clusters Score -1.108304e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -11083064.000000 Penalty: 3706.489502
	Iteration 60F: 3 clusters Score -1.108306e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -11083067.000000 Penalty: 3706.489502
	Iteration 61Q: 3 clusters Score -1.108307e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -11083078.000000 Penalty: 3706.489502
	Iteration 62Q: 3 clusters Score -1.108308e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -11083094.000000 Penalty: 3706.489502
	Iteration 63Q: 3 clusters Score -1.108309e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -11083106.000000 Penalty: 3706.489502
	Iteration 64Q: 3 clusters Score -1.108311e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -11083113.000000 Penalty: 3706.489502
	Iteration 65Q: 3 clusters Score -1.108311e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -11083119.000000 Penalty: 3706.489502
	Iteration 66Q: 3 clusters Score -1.108312e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -11083115.000000 Penalty: 3706.489502
	Iteration 67Q: 3 clusters Score -1.108312e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -11083135.000000 Penalty: 3706.489502
	Iteration 68Q: 3 clusters Score -1.108314e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -11083171.000000 Penalty: 3706.489502
	Iteration 69Q: 3 clusters Score -1.108317e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -11083152.000000 Penalty: 3706.489502
	Iteration 70Q: 3 clusters Score -1.108315e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -11083168.000000 Penalty: 3706.489502
	Iteration 71Q: 3 clusters Score -1.108317e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -11083165.000000 Penalty: 3706.489502
	Iteration 72Q: 3 clusters Score -1.108316e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -11083193.000000 Penalty: 3706.489502
	Iteration 73Q: 3 clusters Score -1.108319e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -11083192.000000 Penalty: 3706.489502
	Iteration 74Q: 3 clusters Score -1.108319e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -11083214.000000 Penalty: 3706.489502
	Iteration 75Q: 3 clusters Score -1.108321e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -11083236.000000 Penalty: 3706.489502
	Iteration 76Q: 3 clusters Score -1.108324e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -11083247.000000 Penalty: 3706.489502
	Iteration 77Q: 3 clusters Score -1.108325e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -11083252.000000 Penalty: 3706.489502
	Iteration 78Q: 3 clusters Score -1.108325e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -11083217.000000 Penalty: 3706.489502
	Iteration 79Q: 3 clusters Score -1.108322e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -11083214.000000 Penalty: 3706.489502
	Iteration 80F: 3 clusters Score -1.108321e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -11083234.000000 Penalty: 3706.489502
	Iteration 81Q: 3 clusters Score -1.108323e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -11083225.000000 Penalty: 3706.489502
	Iteration 82Q: 3 clusters Score -1.108322e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -11083229.000000 Penalty: 3706.489502
	Iteration 83Q: 3 clusters Score -1.108323e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -11083276.000000 Penalty: 3706.489502
	Iteration 84Q: 3 clusters Score -1.108328e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -11083300.000000 Penalty: 3706.489502
	Iteration 85Q: 3 clusters Score -1.10833e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -11083293.000000 Penalty: 3706.489502
	Iteration 86Q: 3 clusters Score -1.108329e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -11083301.000000 Penalty: 3706.489502
	Iteration 87Q: 3 clusters Score -1.10833e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -11083345.000000 Penalty: 3706.489502
	Iteration 88Q: 3 clusters Score -1.108334e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -11083360.000000 Penalty: 3706.489502
	Iteration 89Q: 3 clusters Score -1.108336e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -11083398.000000 Penalty: 3706.489502
	Iteration 90Q: 3 clusters Score -1.10834e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -11083395.000000 Penalty: 3706.489502
	Iteration 91Q: 3 clusters Score -1.10834e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -11083388.000000 Penalty: 3706.489502
	Iteration 92Q: 3 clusters Score -1.108339e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -11083374.000000 Penalty: 3706.489502
	Iteration 93Q: 3 clusters Score -1.108337e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -11083405.000000 Penalty: 3706.489502
	Iteration 94Q: 3 clusters Score -1.10834e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -11083416.000000 Penalty: 3706.489502
	Iteration 95Q: 3 clusters Score -1.108342e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -11083444.000000 Penalty: 3706.489502
	Iteration 96Q: 3 clusters Score -1.108344e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -11083449.000000 Penalty: 3706.489502
	Iteration 97Q: 3 clusters Score -1.108345e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -11083439.000000 Penalty: 3706.489502
	Iteration 98Q: 3 clusters Score -1.108344e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -11083454.000000 Penalty: 3706.489502
	Iteration 99Q: 3 clusters Score -1.108345e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -11083473.000000 Penalty: 3706.489502
	Iteration 100F: 3 clusters Score -1.108347e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -11083487.000000 Penalty: 3706.489502
	Iteration 101Q: 3 clusters Score -1.108349e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -11083493.000000 Penalty: 3706.489502
	Iteration 102Q: 3 clusters Score -1.108349e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -11083506.000000 Penalty: 3706.489502
	Iteration 103Q: 3 clusters Score -1.108351e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -11083527.000000 Penalty: 3706.489502
	Iteration 104Q: 3 clusters Score -1.108353e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -11083566.000000 Penalty: 3706.489502
	Iteration 105Q: 3 clusters Score -1.108357e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -11083584.000000 Penalty: 3706.489502
	Iteration 106Q: 3 clusters Score -1.108358e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -11083612.000000 Penalty: 3706.489502
	Iteration 107Q: 3 clusters Score -1.108361e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -11083672.000000 Penalty: 3706.489502
	Iteration 108Q: 3 clusters Score -1.108367e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -11083670.000000 Penalty: 3706.489502
	Iteration 109Q: 3 clusters Score -1.108367e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -11083710.000000 Penalty: 3706.489502
	Iteration 110Q: 3 clusters Score -1.108371e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -11083733.000000 Penalty: 3706.489502
	Iteration 111Q: 3 clusters Score -1.108373e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -11083731.000000 Penalty: 3706.489502
	Iteration 112Q: 3 clusters Score -1.108373e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -11083760.000000 Penalty: 3706.489502
	Iteration 113Q: 3 clusters Score -1.108376e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -11083809.000000 Penalty: 3706.489502
	Iteration 114Q: 3 clusters Score -1.108381e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -11083823.000000 Penalty: 3706.489502
	Iteration 115Q: 3 clusters Score -1.108382e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -11083822.000000 Penalty: 3706.489502
	Iteration 116Q: 3 clusters Score -1.108382e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -11083845.000000 Penalty: 3706.489502
	Iteration 117Q: 3 clusters Score -1.108384e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -11083865.000000 Penalty: 3706.489502
	Iteration 118Q: 3 clusters Score -1.108386e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -11083903.000000 Penalty: 3706.489502
	Iteration 119Q: 3 clusters Score -1.10839e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -11083903.000000 Penalty: 3706.489502
	Iteration 120F: 3 clusters Score -1.10839e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -11083964.000000 Penalty: 3706.489502
	Iteration 121Q: 3 clusters Score -1.108396e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -11084012.000000 Penalty: 3706.489502
	Iteration 122Q: 3 clusters Score -1.108401e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -11084075.000000 Penalty: 3706.489502
	Iteration 123Q: 3 clusters Score -1.108408e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -11084085.000000 Penalty: 3706.489502
	Iteration 124Q: 3 clusters Score -1.108408e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -11084176.000000 Penalty: 3706.489502
	Iteration 125Q: 3 clusters Score -1.108418e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -11084239.000000 Penalty: 3706.489502
	Iteration 126Q: 3 clusters Score -1.108424e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -11084273.000000 Penalty: 3706.489502
	Iteration 127Q: 3 clusters Score -1.108427e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -11084334.000000 Penalty: 3706.489502
	Iteration 128Q: 3 clusters Score -1.108433e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -11084400.000000 Penalty: 3706.489502
	Iteration 129Q: 3 clusters Score -1.10844e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -11084485.000000 Penalty: 3706.489502
	Iteration 130Q: 3 clusters Score -1.108448e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -11084536.000000 Penalty: 3706.489502
	Iteration 131Q: 3 clusters Score -1.108454e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -11084558.000000 Penalty: 3706.489502
	Iteration 132Q: 3 clusters Score -1.108456e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -11084619.000000 Penalty: 3706.489502
	Iteration 133Q: 3 clusters Score -1.108462e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
Score: -11084638.000000 Penalty: 3706.489502
	Iteration 134Q: 3 clusters Score -1.108464e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -11084681.000000 Penalty: 3706.489502
	Iteration 135Q: 3 clusters Score -1.108468e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -11084737.000000 Penalty: 3706.489502
	Iteration 136Q: 3 clusters Score -1.108474e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -11084766.000000 Penalty: 3706.489502
	Iteration 137Q: 3 clusters Score -1.108477e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -11084817.000000 Penalty: 3706.489502
	Iteration 138Q: 3 clusters Score -1.108482e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 70623 members 
Entering Unmasked Estep 
Score: -11084885.000000 Penalty: 3706.489502
	Iteration 139Q: 3 clusters Score -1.108488e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -11084958.000000 Penalty: 3706.489502
	Iteration 140F: 3 clusters Score -1.108496e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -11084965.000000 Penalty: 3706.489502
	Iteration 141Q: 3 clusters Score -1.108496e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -11085041.000000 Penalty: 3706.489502
	Iteration 142Q: 3 clusters Score -1.108504e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -11085078.000000 Penalty: 3706.489502
	Iteration 143Q: 3 clusters Score -1.108508e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -11085175.000000 Penalty: 3706.489502
	Iteration 144Q: 3 clusters Score -1.108518e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -11085267.000000 Penalty: 3706.489502
	Iteration 145Q: 3 clusters Score -1.108527e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -11085353.000000 Penalty: 3706.489502
	Iteration 146Q: 3 clusters Score -1.108535e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -11085455.000000 Penalty: 3706.489502
	Iteration 147Q: 3 clusters Score -1.108546e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -11085507.000000 Penalty: 3706.489502
	Iteration 148Q: 3 clusters Score -1.108551e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -11085559.000000 Penalty: 3706.489502
	Iteration 149Q: 3 clusters Score -1.108556e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -11085643.000000 Penalty: 3706.489502
	Iteration 150Q: 3 clusters Score -1.108564e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -11085713.000000 Penalty: 3706.489502
	Iteration 151Q: 3 clusters Score -1.108571e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -11085759.000000 Penalty: 3706.489502
	Iteration 152Q: 3 clusters Score -1.108576e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -11085853.000000 Penalty: 3706.489502
	Iteration 153Q: 3 clusters Score -1.108585e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -11085953.000000 Penalty: 3706.489502
	Iteration 154Q: 3 clusters Score -1.108595e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -11086043.000000 Penalty: 3706.489502
	Iteration 155Q: 3 clusters Score -1.108604e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -11086133.000000 Penalty: 3706.489502
	Iteration 156Q: 3 clusters Score -1.108613e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 78978 members 
Entering Unmasked Estep 
Score: -11086235.000000 Penalty: 3706.489502
	Iteration 157Q: 3 clusters Score -1.108624e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -11086363.000000 Penalty: 3706.489502
	Iteration 158Q: 3 clusters Score -1.108636e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -11086450.000000 Penalty: 3706.489502
	Iteration 159Q: 3 clusters Score -1.108645e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -11086510.000000 Penalty: 3706.489502
	Iteration 160F: 3 clusters Score -1.108651e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -11086602.000000 Penalty: 3706.489502
	Iteration 161Q: 3 clusters Score -1.10866e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -11086698.000000 Penalty: 3706.489502
	Iteration 162Q: 3 clusters Score -1.10867e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -11086745.000000 Penalty: 3706.489502
	Iteration 163Q: 3 clusters Score -1.108674e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -11086800.000000 Penalty: 3706.489502
	Iteration 164Q: 3 clusters Score -1.10868e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -11086866.000000 Penalty: 3706.489502
	Iteration 165Q: 3 clusters Score -1.108687e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -11086954.000000 Penalty: 3706.489502
	Iteration 166Q: 3 clusters Score -1.108695e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -11087021.000000 Penalty: 3706.489502
	Iteration 167Q: 3 clusters Score -1.108702e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 83773 members 
Entering Unmasked Estep 
Score: -11087081.000000 Penalty: 3706.489502
	Iteration 168Q: 3 clusters Score -1.108708e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -11087084.000000 Penalty: 3706.489502
	Iteration 169Q: 3 clusters Score -1.108708e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -11087133.000000 Penalty: 3706.489502
	Iteration 170Q: 3 clusters Score -1.108713e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -11087177.000000 Penalty: 3706.489502
	Iteration 171Q: 3 clusters Score -1.108718e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 85161 members 
Entering Unmasked Estep 
Score: -11087193.000000 Penalty: 3706.489502
	Iteration 172Q: 3 clusters Score -1.108719e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -11087228.000000 Penalty: 3706.489502
	Iteration 173Q: 3 clusters Score -1.108723e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -11087294.000000 Penalty: 3706.489502
	Iteration 174Q: 3 clusters Score -1.108729e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -11087299.000000 Penalty: 3706.489502
	Iteration 175Q: 3 clusters Score -1.10873e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -11087328.000000 Penalty: 3706.489502
	Iteration 176Q: 3 clusters Score -1.108733e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -11087357.000000 Penalty: 3706.489502
	Iteration 177Q: 3 clusters Score -1.108736e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -11087381.000000 Penalty: 3706.489502
	Iteration 178Q: 3 clusters Score -1.108738e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 87080 members 
Entering Unmasked Estep 
Score: -11087428.000000 Penalty: 3706.489502
	Iteration 179Q: 3 clusters Score -1.108743e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -11087441.000000 Penalty: 3706.489502
	Iteration 180F: 3 clusters Score -1.108744e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 87459 members 
Entering Unmasked Estep 
Score: -11087484.000000 Penalty: 3706.489502
	Iteration 181Q: 3 clusters Score -1.108748e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -11087503.000000 Penalty: 3706.489502
	Iteration 182Q: 3 clusters Score -1.10875e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -11087527.000000 Penalty: 3706.489502
	Iteration 183Q: 3 clusters Score -1.108753e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -11087544.000000 Penalty: 3706.489502
	Iteration 184Q: 3 clusters Score -1.108754e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -11087546.000000 Penalty: 3706.489502
	Iteration 185Q: 3 clusters Score -1.108755e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -11087604.000000 Penalty: 3706.489502
	Iteration 186Q: 3 clusters Score -1.10876e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -11087662.000000 Penalty: 3706.489502
	Iteration 187Q: 3 clusters Score -1.108766e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -11087680.000000 Penalty: 3706.489502
	Iteration 188Q: 3 clusters Score -1.108768e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -11087688.000000 Penalty: 3706.489502
	Iteration 189Q: 3 clusters Score -1.108769e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 88485 members 
Entering Unmasked Estep 
Score: -11087696.000000 Penalty: 3706.489502
	Iteration 190Q: 3 clusters Score -1.10877e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -11087694.000000 Penalty: 3706.489502
	Iteration 191Q: 3 clusters Score -1.108769e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -11087702.000000 Penalty: 3706.489502
	Iteration 192Q: 3 clusters Score -1.10877e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -11087704.000000 Penalty: 3706.489502
	Iteration 193Q: 3 clusters Score -1.10877e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -11087726.000000 Penalty: 3706.489502
	Iteration 194Q: 3 clusters Score -1.108773e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -11087751.000000 Penalty: 3706.489502
	Iteration 195Q: 3 clusters Score -1.108775e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -11087750.000000 Penalty: 3706.489502
	Iteration 196Q: 3 clusters Score -1.108775e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -11087769.000000 Penalty: 3706.489502
	Iteration 197Q: 3 clusters Score -1.108777e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -11087757.000000 Penalty: 3706.489502
	Iteration 198Q: 3 clusters Score -1.108776e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -11087755.000000 Penalty: 3706.489502
	Iteration 199Q: 3 clusters Score -1.108776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -11087753.000000 Penalty: 3706.489502
	Iteration 200F: 3 clusters Score -1.108775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -11087757.000000 Penalty: 3706.489502
	Iteration 201Q: 3 clusters Score -1.108776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -11087771.000000 Penalty: 3706.489502
	Iteration 202Q: 3 clusters Score -1.108777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 88978 members 
Entering Unmasked Estep 
Score: -11087770.000000 Penalty: 3706.489502
	Iteration 203Q: 3 clusters Score -1.108777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -11087767.000000 Penalty: 3706.489502
	Iteration 204Q: 3 clusters Score -1.108777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -11087775.000000 Penalty: 3706.489502
	Iteration 205Q: 3 clusters Score -1.108778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -11087773.000000 Penalty: 3706.489502
	Iteration 206Q: 3 clusters Score -1.108777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 89013 members 
Entering Unmasked Estep 
Score: -11087774.000000 Penalty: 3706.489502
	Iteration 207Q: 3 clusters Score -1.108777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -11087769.000000 Penalty: 3706.489502
	Iteration 208Q: 3 clusters Score -1.108777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -11087771.000000 Penalty: 3706.489502
	Iteration 209Q: 3 clusters Score -1.108777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -11087766.000000 Penalty: 3706.489502
	Iteration 210Q: 3 clusters Score -1.108777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -11087769.000000 Penalty: 3706.489502
	Iteration 211Q: 3 clusters Score -1.108777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -11087782.000000 Penalty: 3706.489502
	Iteration 212Q: 3 clusters Score -1.108778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -11087783.000000 Penalty: 3706.489502
	Iteration 213Q: 3 clusters Score -1.108778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -11087785.000000 Penalty: 3706.489502
	Iteration 214Q: 3 clusters Score -1.108778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -11087782.000000 Penalty: 3706.489502
	Iteration 215Q: 3 clusters Score -1.108778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -11087784.000000 Penalty: 3706.489502
	Iteration 216Q: 3 clusters Score -1.108778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -11087786.000000 Penalty: 3706.489502
	Iteration 217Q: 3 clusters Score -1.108779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -11087782.000000 Penalty: 3706.489502
	Iteration 218Q: 3 clusters Score -1.108778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 89053 members 
Entering Unmasked Estep 
Score: -11087780.000000 Penalty: 3706.489502
	Iteration 219Q: 3 clusters Score -1.108778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -11087777.000000 Penalty: 3706.489502
	Iteration 220F: 3 clusters Score -1.108778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 89057 members 
Entering Unmasked Estep 
Score: -11087779.000000 Penalty: 3706.489502
	Iteration 221Q: 3 clusters Score -1.108778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 89057 members 
Entering Unmasked Estep 
Score: -11087779.000000 Penalty: 3706.489502
	Iteration 222Q: 3 clusters Score -1.108778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -11087786.000000 Penalty: 3706.489502
	Iteration 223Q: 3 clusters Score -1.108779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -11087790.000000 Penalty: 3706.489502
	Iteration 224Q: 3 clusters Score -1.108779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -11087784.000000 Penalty: 3706.489502
	Iteration 225Q: 3 clusters Score -1.108778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -11087785.000000 Penalty: 3706.489502
	Iteration 226Q: 3 clusters Score -1.108778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -11087793.000000 Penalty: 3706.489502
	Iteration 227Q: 3 clusters Score -1.108779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -11087793.000000 Penalty: 3706.489502
	Iteration 228Q: 3 clusters Score -1.108779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -11087794.000000 Penalty: 3706.489502
	Iteration 229Q: 3 clusters Score -1.108779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -11087793.000000 Penalty: 3706.489502
	Iteration 230Q: 3 clusters Score -1.108779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -11087803.000000 Penalty: 3706.489502
	Iteration 231Q: 3 clusters Score -1.10878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -11087798.000000 Penalty: 3706.489502
	Iteration 232Q: 3 clusters Score -1.10878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -11087791.000000 Penalty: 3706.489502
	Iteration 233Q: 3 clusters Score -1.108779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -11087791.000000 Penalty: 3706.489502
	Iteration 234F: 3 clusters Score -1.108779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Entering Unmasked Estep 
Score: -3537876.000000 Penalty: 1667.472900
	Iteration 0F: 2 clusters Score -3537876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3518614.000000 Penalty: 3334.945801
	Iteration 0F: 3 clusters Score -3518614 nChanged 13131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3525766.250000 Penalty: 3334.945801
	Iteration 1F: 3 clusters Score -3525766 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3526052.500000 Penalty: 3334.945801
	Iteration 2Q: 3 clusters Score -3526052 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3526296.750000 Penalty: 3334.945801
	Iteration 3Q: 3 clusters Score -3526297 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3526585.500000 Penalty: 3334.945801
	Iteration 4Q: 3 clusters Score -3526586 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3526923.500000 Penalty: 3334.945801
	Iteration 5Q: 3 clusters Score -3526924 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3527297.750000 Penalty: 3334.945801
	Iteration 6Q: 3 clusters Score -3527298 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3527806.750000 Penalty: 3334.945801
	Iteration 7Q: 3 clusters Score -3527807 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -3528532.250000 Penalty: 3334.945801
	Iteration 8Q: 3 clusters Score -3528532 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -3529486.500000 Penalty: 3334.945801
	Iteration 9F: 3 clusters Score -3529486 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3530594.250000 Penalty: 3334.945801
	Iteration 10F: 3 clusters Score -3530594 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3531781.500000 Penalty: 3334.945801
	Iteration 11F: 3 clusters Score -3531782 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -3532590.000000 Penalty: 3334.945801
	Iteration 12F: 3 clusters Score -3532590 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3533003.500000 Penalty: 3334.945801
	Iteration 13Q: 3 clusters Score -3533004 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3533200.750000 Penalty: 3334.945801
	Iteration 14Q: 3 clusters Score -3533201 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3533376.750000 Penalty: 3334.945801
	Iteration 15Q: 3 clusters Score -3533377 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3533570.500000 Penalty: 3334.945801
	Iteration 16Q: 3 clusters Score -3533570 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3533724.250000 Penalty: 3334.945801
	Iteration 17Q: 3 clusters Score -3533724 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3533872.250000 Penalty: 3334.945801
	Iteration 18Q: 3 clusters Score -3533872 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3534001.750000 Penalty: 3334.945801
	Iteration 19Q: 3 clusters Score -3534002 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -3534152.250000 Penalty: 3334.945801
	Iteration 20F: 3 clusters Score -3534152 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3534304.000000 Penalty: 3334.945801
	Iteration 21Q: 3 clusters Score -3534304 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -3534443.250000 Penalty: 3334.945801
	Iteration 22Q: 3 clusters Score -3534443 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3534545.000000 Penalty: 3334.945801
	Iteration 23Q: 3 clusters Score -3534545 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3534650.750000 Penalty: 3334.945801
	Iteration 24Q: 3 clusters Score -3534651 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3534744.250000 Penalty: 3334.945801
	Iteration 25Q: 3 clusters Score -3534744 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3534816.000000 Penalty: 3334.945801
	Iteration 26Q: 3 clusters Score -3534816 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3534887.250000 Penalty: 3334.945801
	Iteration 27Q: 3 clusters Score -3534887 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3534960.250000 Penalty: 3334.945801
	Iteration 28Q: 3 clusters Score -3534960 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3535009.250000 Penalty: 3334.945801
	Iteration 29Q: 3 clusters Score -3535009 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3535049.750000 Penalty: 3334.945801
	Iteration 30Q: 3 clusters Score -3535050 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3535082.000000 Penalty: 3334.945801
	Iteration 31Q: 3 clusters Score -3535082 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3535106.250000 Penalty: 3334.945801
	Iteration 32Q: 3 clusters Score -3535106 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -3535140.250000 Penalty: 3334.945801
	Iteration 33Q: 3 clusters Score -3535140 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3535162.000000 Penalty: 3334.945801
	Iteration 34Q: 3 clusters Score -3535162 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3535202.250000 Penalty: 3334.945801
	Iteration 35Q: 3 clusters Score -3535202 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3535242.750000 Penalty: 3334.945801
	Iteration 36Q: 3 clusters Score -3535243 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3535272.750000 Penalty: 3334.945801
	Iteration 37Q: 3 clusters Score -3535273 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3535316.500000 Penalty: 3334.945801
	Iteration 38Q: 3 clusters Score -3535316 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3535349.250000 Penalty: 3334.945801
	Iteration 39Q: 3 clusters Score -3535349 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3535372.500000 Penalty: 3334.945801
	Iteration 40F: 3 clusters Score -3535372 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3535418.500000 Penalty: 3334.945801
	Iteration 41Q: 3 clusters Score -3535418 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3535463.250000 Penalty: 3334.945801
	Iteration 42Q: 3 clusters Score -3535463 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3535508.000000 Penalty: 3334.945801
	Iteration 43Q: 3 clusters Score -3535508 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3535554.250000 Penalty: 3334.945801
	Iteration 44Q: 3 clusters Score -3535554 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3535604.500000 Penalty: 3334.945801
	Iteration 45Q: 3 clusters Score -3535604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3535651.000000 Penalty: 3334.945801
	Iteration 46Q: 3 clusters Score -3535651 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3535696.250000 Penalty: 3334.945801
	Iteration 47Q: 3 clusters Score -3535696 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3535734.750000 Penalty: 3334.945801
	Iteration 48Q: 3 clusters Score -3535735 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3535778.500000 Penalty: 3334.945801
	Iteration 49Q: 3 clusters Score -3535778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3535814.250000 Penalty: 3334.945801
	Iteration 50Q: 3 clusters Score -3535814 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3535852.750000 Penalty: 3334.945801
	Iteration 51Q: 3 clusters Score -3535853 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3535899.750000 Penalty: 3334.945801
	Iteration 52Q: 3 clusters Score -3535900 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3535946.750000 Penalty: 3334.945801
	Iteration 53Q: 3 clusters Score -3535947 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3535975.250000 Penalty: 3334.945801
	Iteration 54Q: 3 clusters Score -3535975 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3536026.250000 Penalty: 3334.945801
	Iteration 55Q: 3 clusters Score -3536026 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3536061.750000 Penalty: 3334.945801
	Iteration 56Q: 3 clusters Score -3536062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3536084.250000 Penalty: 3334.945801
	Iteration 57Q: 3 clusters Score -3536084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3536105.000000 Penalty: 3334.945801
	Iteration 58Q: 3 clusters Score -3536105 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3536146.000000 Penalty: 3334.945801
	Iteration 59Q: 3 clusters Score -3536146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3536167.500000 Penalty: 3334.945801
	Iteration 60F: 3 clusters Score -3536168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3536192.750000 Penalty: 3334.945801
	Iteration 61Q: 3 clusters Score -3536193 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3536226.250000 Penalty: 3334.945801
	Iteration 62Q: 3 clusters Score -3536226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3536252.000000 Penalty: 3334.945801
	Iteration 63Q: 3 clusters Score -3536252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3536277.500000 Penalty: 3334.945801
	Iteration 64Q: 3 clusters Score -3536278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3536312.750000 Penalty: 3334.945801
	Iteration 65Q: 3 clusters Score -3536313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3536335.000000 Penalty: 3334.945801
	Iteration 66Q: 3 clusters Score -3536335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3536347.000000 Penalty: 3334.945801
	Iteration 67Q: 3 clusters Score -3536347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3536356.250000 Penalty: 3334.945801
	Iteration 68Q: 3 clusters Score -3536356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3536370.250000 Penalty: 3334.945801
	Iteration 69Q: 3 clusters Score -3536370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3536371.500000 Penalty: 3334.945801
	Iteration 70Q: 3 clusters Score -3536372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3536368.000000 Penalty: 3334.945801
	Iteration 71Q: 3 clusters Score -3536368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -3536373.000000 Penalty: 3334.945801
	Iteration 72Q: 3 clusters Score -3536373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -3536382.750000 Penalty: 3334.945801
	Iteration 73Q: 3 clusters Score -3536383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3536393.000000 Penalty: 3334.945801
	Iteration 74Q: 3 clusters Score -3536393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3536404.750000 Penalty: 3334.945801
	Iteration 75Q: 3 clusters Score -3536405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3536412.500000 Penalty: 3334.945801
	Iteration 76Q: 3 clusters Score -3536412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3536426.750000 Penalty: 3334.945801
	Iteration 77Q: 3 clusters Score -3536427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -3536437.750000 Penalty: 3334.945801
	Iteration 78Q: 3 clusters Score -3536438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3536443.750000 Penalty: 3334.945801
	Iteration 79Q: 3 clusters Score -3536444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3536453.250000 Penalty: 3334.945801
	Iteration 80F: 3 clusters Score -3536453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3536463.750000 Penalty: 3334.945801
	Iteration 81Q: 3 clusters Score -3536464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3536478.500000 Penalty: 3334.945801
	Iteration 82Q: 3 clusters Score -3536478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3536486.250000 Penalty: 3334.945801
	Iteration 83Q: 3 clusters Score -3536486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3536497.750000 Penalty: 3334.945801
	Iteration 84Q: 3 clusters Score -3536498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3536507.250000 Penalty: 3334.945801
	Iteration 85Q: 3 clusters Score -3536507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3536515.750000 Penalty: 3334.945801
	Iteration 86Q: 3 clusters Score -3536516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3536522.250000 Penalty: 3334.945801
	Iteration 87Q: 3 clusters Score -3536522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3536519.750000 Penalty: 3334.945801
	Iteration 88Q: 3 clusters Score -3536520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3536519.000000 Penalty: 3334.945801
	Iteration 89Q: 3 clusters Score -3536519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3536520.750000 Penalty: 3334.945801
	Iteration 90Q: 3 clusters Score -3536521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3536520.750000 Penalty: 3334.945801
	Iteration 91F: 3 clusters Score -3536521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Entering Unmasked Estep 
Score: -806093.375000 Penalty: 1430.824829
	Iteration 0F: 2 clusters Score -806093.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -801133.250000 Penalty: 2861.649658
	Iteration 0F: 3 clusters Score -801133.2 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -802557.687500 Penalty: 2861.649658
	Iteration 1F: 3 clusters Score -802557.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -802742.562500 Penalty: 2861.649658
	Iteration 2F: 3 clusters Score -802742.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -802865.625000 Penalty: 2861.649658
	Iteration 3Q: 3 clusters Score -802865.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -802970.312500 Penalty: 2861.649658
	Iteration 4Q: 3 clusters Score -802970.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -803062.500000 Penalty: 2861.649658
	Iteration 5Q: 3 clusters Score -803062.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -803162.250000 Penalty: 2861.649658
	Iteration 6Q: 3 clusters Score -803162.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -803265.250000 Penalty: 2861.649658
	Iteration 7Q: 3 clusters Score -803265.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -803376.500000 Penalty: 2861.649658
	Iteration 8Q: 3 clusters Score -803376.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -803518.687500 Penalty: 2861.649658
	Iteration 9Q: 3 clusters Score -803518.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -803683.812500 Penalty: 2861.649658
	Iteration 10Q: 3 clusters Score -803683.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -803839.312500 Penalty: 2861.649658
	Iteration 11Q: 3 clusters Score -803839.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -804007.500000 Penalty: 2861.649658
	Iteration 12Q: 3 clusters Score -804007.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -804167.187500 Penalty: 2861.649658
	Iteration 13Q: 3 clusters Score -804167.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -804310.437500 Penalty: 2861.649658
	Iteration 14Q: 3 clusters Score -804310.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -804426.750000 Penalty: 2861.649658
	Iteration 15Q: 3 clusters Score -804426.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -804521.187500 Penalty: 2861.649658
	Iteration 16Q: 3 clusters Score -804521.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -804592.500000 Penalty: 2861.649658
	Iteration 17Q: 3 clusters Score -804592.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -804644.250000 Penalty: 2861.649658
	Iteration 18Q: 3 clusters Score -804644.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -804685.750000 Penalty: 2861.649658
	Iteration 19Q: 3 clusters Score -804685.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -804725.437500 Penalty: 2861.649658
	Iteration 20F: 3 clusters Score -804725.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -804770.875000 Penalty: 2861.649658
	Iteration 21Q: 3 clusters Score -804770.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -804801.625000 Penalty: 2861.649658
	Iteration 22Q: 3 clusters Score -804801.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -804829.250000 Penalty: 2861.649658
	Iteration 23Q: 3 clusters Score -804829.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -804837.875000 Penalty: 2861.649658
	Iteration 24Q: 3 clusters Score -804837.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -804848.687500 Penalty: 2861.649658
	Iteration 25Q: 3 clusters Score -804848.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -804863.250000 Penalty: 2861.649658
	Iteration 26Q: 3 clusters Score -804863.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -804879.750000 Penalty: 2861.649658
	Iteration 27Q: 3 clusters Score -804879.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -804891.750000 Penalty: 2861.649658
	Iteration 28Q: 3 clusters Score -804891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -804893.187500 Penalty: 2861.649658
	Iteration 29Q: 3 clusters Score -804893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -804893.812500 Penalty: 2861.649658
	Iteration 30Q: 3 clusters Score -804893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -804893.812500 Penalty: 2861.649658
	Iteration 31F: 3 clusters Score -804893.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Entering Unmasked Estep 
Score: -1166440.250000 Penalty: 1486.158203
	Iteration 0F: 2 clusters Score -1166440 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 4641 members 
Entering Unmasked Estep 
Score: -1159606.500000 Penalty: 2972.316406
	Iteration 0F: 3 clusters Score -1159606 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1161822.250000 Penalty: 2972.316406
	Iteration 1F: 3 clusters Score -1161822 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1162066.625000 Penalty: 2972.316406
	Iteration 2F: 3 clusters Score -1162067 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1162272.375000 Penalty: 2972.316406
	Iteration 3F: 3 clusters Score -1162272 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1162451.875000 Penalty: 2972.316406
	Iteration 4Q: 3 clusters Score -1162452 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1162651.625000 Penalty: 2972.316406
	Iteration 5Q: 3 clusters Score -1162652 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1162890.375000 Penalty: 2972.316406
	Iteration 6Q: 3 clusters Score -1162890 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1163177.375000 Penalty: 2972.316406
	Iteration 7Q: 3 clusters Score -1163177 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1163513.000000 Penalty: 2972.316406
	Iteration 8F: 3 clusters Score -1163513 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1163894.250000 Penalty: 2972.316406
	Iteration 9Q: 3 clusters Score -1163894 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1164360.500000 Penalty: 2972.316406
	Iteration 10Q: 3 clusters Score -1164360 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1164738.250000 Penalty: 2972.316406
	Iteration 11Q: 3 clusters Score -1164738 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1164955.500000 Penalty: 2972.316406
	Iteration 12Q: 3 clusters Score -1164956 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1165057.625000 Penalty: 2972.316406
	Iteration 13Q: 3 clusters Score -1165058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1165121.250000 Penalty: 2972.316406
	Iteration 14Q: 3 clusters Score -1165121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1165154.125000 Penalty: 2972.316406
	Iteration 15Q: 3 clusters Score -1165154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1165179.125000 Penalty: 2972.316406
	Iteration 16Q: 3 clusters Score -1165179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1165187.875000 Penalty: 2972.316406
	Iteration 17Q: 3 clusters Score -1165188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1165194.500000 Penalty: 2972.316406
	Iteration 18Q: 3 clusters Score -1165194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1165201.750000 Penalty: 2972.316406
	Iteration 19Q: 3 clusters Score -1165202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1165204.875000 Penalty: 2972.316406
	Iteration 20F: 3 clusters Score -1165205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1165206.375000 Penalty: 2972.316406
	Iteration 21Q: 3 clusters Score -1165206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1165209.500000 Penalty: 2972.316406
	Iteration 22Q: 3 clusters Score -1165210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1165210.875000 Penalty: 2972.316406
	Iteration 23Q: 3 clusters Score -1165211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1165210.750000 Penalty: 2972.316406
	Iteration 24Q: 3 clusters Score -1165211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1165212.375000 Penalty: 2972.316406
	Iteration 25Q: 3 clusters Score -1165212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1165213.500000 Penalty: 2972.316406
	Iteration 26Q: 3 clusters Score -1165214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1165213.500000 Penalty: 2972.316406
	Iteration 27F: 3 clusters Score -1165214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Entering Unmasked Estep 
Score: -11901942.000000 Penalty: 1862.135010
	Iteration 0F: 2 clusters Score -1.190194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -11841594.000000 Penalty: 3724.270020
	Iteration 0F: 3 clusters Score -1.184159e+07 nChanged 45400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -11867192.000000 Penalty: 3724.270020
	Iteration 1F: 3 clusters Score -1.186719e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -11867835.000000 Penalty: 3724.270020
	Iteration 2Q: 3 clusters Score -1.186784e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -11868418.000000 Penalty: 3724.270020
	Iteration 3Q: 3 clusters Score -1.186842e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -11869085.000000 Penalty: 3724.270020
	Iteration 4Q: 3 clusters Score -1.186908e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -11870163.000000 Penalty: 3724.270020
	Iteration 5Q: 3 clusters Score -1.187016e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -11871578.000000 Penalty: 3724.270020
	Iteration 6Q: 3 clusters Score -1.187158e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -11874080.000000 Penalty: 3724.270020
	Iteration 7F: 3 clusters Score -1.187408e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -11877868.000000 Penalty: 3724.270020
	Iteration 8F: 3 clusters Score -1.187787e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -11882776.000000 Penalty: 3724.270020
	Iteration 9F: 3 clusters Score -1.188278e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -11886440.000000 Penalty: 3724.270020
	Iteration 10F: 3 clusters Score -1.188644e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -11887855.000000 Penalty: 3724.270020
	Iteration 11Q: 3 clusters Score -1.188786e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -11888400.000000 Penalty: 3724.270020
	Iteration 12Q: 3 clusters Score -1.18884e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -11888974.000000 Penalty: 3724.270020
	Iteration 13Q: 3 clusters Score -1.188897e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -11889457.000000 Penalty: 3724.270020
	Iteration 14Q: 3 clusters Score -1.188946e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -11889802.000000 Penalty: 3724.270020
	Iteration 15Q: 3 clusters Score -1.18898e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -11890170.000000 Penalty: 3724.270020
	Iteration 16Q: 3 clusters Score -1.189017e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -11890490.000000 Penalty: 3724.270020
	Iteration 17Q: 3 clusters Score -1.189049e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -11890892.000000 Penalty: 3724.270020
	Iteration 18Q: 3 clusters Score -1.189089e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -11891282.000000 Penalty: 3724.270020
	Iteration 19Q: 3 clusters Score -1.189128e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -11891794.000000 Penalty: 3724.270020
	Iteration 20F: 3 clusters Score -1.189179e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -11892183.000000 Penalty: 3724.270020
	Iteration 21Q: 3 clusters Score -1.189218e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -11892581.000000 Penalty: 3724.270020
	Iteration 22Q: 3 clusters Score -1.189258e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -11892917.000000 Penalty: 3724.270020
	Iteration 23Q: 3 clusters Score -1.189292e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -11893322.000000 Penalty: 3724.270020
	Iteration 24Q: 3 clusters Score -1.189332e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -11893793.000000 Penalty: 3724.270020
	Iteration 25Q: 3 clusters Score -1.189379e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -11894192.000000 Penalty: 3724.270020
	Iteration 26Q: 3 clusters Score -1.189419e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -11894593.000000 Penalty: 3724.270020
	Iteration 27Q: 3 clusters Score -1.189459e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -11894932.000000 Penalty: 3724.270020
	Iteration 28Q: 3 clusters Score -1.189493e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -11895379.000000 Penalty: 3724.270020
	Iteration 29Q: 3 clusters Score -1.189538e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -11895738.000000 Penalty: 3724.270020
	Iteration 30Q: 3 clusters Score -1.189574e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -11896092.000000 Penalty: 3724.270020
	Iteration 31Q: 3 clusters Score -1.189609e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -11896521.000000 Penalty: 3724.270020
	Iteration 32Q: 3 clusters Score -1.189652e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -11896906.000000 Penalty: 3724.270020
	Iteration 33Q: 3 clusters Score -1.189691e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -11897225.000000 Penalty: 3724.270020
	Iteration 34Q: 3 clusters Score -1.189722e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -11897424.000000 Penalty: 3724.270020
	Iteration 35Q: 3 clusters Score -1.189742e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -11897579.000000 Penalty: 3724.270020
	Iteration 36Q: 3 clusters Score -1.189758e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -11897690.000000 Penalty: 3724.270020
	Iteration 37Q: 3 clusters Score -1.189769e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -11897749.000000 Penalty: 3724.270020
	Iteration 38Q: 3 clusters Score -1.189775e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -11897779.000000 Penalty: 3724.270020
	Iteration 39Q: 3 clusters Score -1.189778e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -11897872.000000 Penalty: 3724.270020
	Iteration 40F: 3 clusters Score -1.189787e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -11897862.000000 Penalty: 3724.270020
	Iteration 41Q: 3 clusters Score -1.189786e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -11897873.000000 Penalty: 3724.270020
	Iteration 42Q: 3 clusters Score -1.189787e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -11897920.000000 Penalty: 3724.270020
	Iteration 43Q: 3 clusters Score -1.189792e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -11897976.000000 Penalty: 3724.270020
	Iteration 44Q: 3 clusters Score -1.189798e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -11897981.000000 Penalty: 3724.270020
	Iteration 45Q: 3 clusters Score -1.189798e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -11897983.000000 Penalty: 3724.270020
	Iteration 46Q: 3 clusters Score -1.189798e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -11897949.000000 Penalty: 3724.270020
	Iteration 47Q: 3 clusters Score -1.189795e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -11897970.000000 Penalty: 3724.270020
	Iteration 48Q: 3 clusters Score -1.189797e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -11897990.000000 Penalty: 3724.270020
	Iteration 49Q: 3 clusters Score -1.189799e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -11897956.000000 Penalty: 3724.270020
	Iteration 50Q: 3 clusters Score -1.189796e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -11897964.000000 Penalty: 3724.270020
	Iteration 51Q: 3 clusters Score -1.189796e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -11897981.000000 Penalty: 3724.270020
	Iteration 52Q: 3 clusters Score -1.189798e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -11898001.000000 Penalty: 3724.270020
	Iteration 53Q: 3 clusters Score -1.1898e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -11897996.000000 Penalty: 3724.270020
	Iteration 54Q: 3 clusters Score -1.1898e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -11898003.000000 Penalty: 3724.270020
	Iteration 55Q: 3 clusters Score -1.1898e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -11897987.000000 Penalty: 3724.270020
	Iteration 56Q: 3 clusters Score -1.189799e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -11898012.000000 Penalty: 3724.270020
	Iteration 57Q: 3 clusters Score -1.189801e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -11898003.000000 Penalty: 3724.270020
	Iteration 58Q: 3 clusters Score -1.1898e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -11898004.000000 Penalty: 3724.270020
	Iteration 59Q: 3 clusters Score -1.1898e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -11898003.000000 Penalty: 3724.270020
	Iteration 60F: 3 clusters Score -1.1898e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -11898008.000000 Penalty: 3724.270020
	Iteration 61Q: 3 clusters Score -1.189801e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -11898043.000000 Penalty: 3724.270020
	Iteration 62Q: 3 clusters Score -1.189804e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -11898010.000000 Penalty: 3724.270020
	Iteration 63Q: 3 clusters Score -1.189801e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -11898051.000000 Penalty: 3724.270020
	Iteration 64Q: 3 clusters Score -1.189805e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -11898085.000000 Penalty: 3724.270020
	Iteration 65Q: 3 clusters Score -1.189808e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -11898105.000000 Penalty: 3724.270020
	Iteration 66Q: 3 clusters Score -1.18981e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -11898122.000000 Penalty: 3724.270020
	Iteration 67Q: 3 clusters Score -1.189812e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -11898098.000000 Penalty: 3724.270020
	Iteration 68Q: 3 clusters Score -1.18981e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -11898133.000000 Penalty: 3724.270020
	Iteration 69Q: 3 clusters Score -1.189813e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -11898148.000000 Penalty: 3724.270020
	Iteration 70Q: 3 clusters Score -1.189815e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -11898186.000000 Penalty: 3724.270020
	Iteration 71Q: 3 clusters Score -1.189819e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -11898177.000000 Penalty: 3724.270020
	Iteration 72Q: 3 clusters Score -1.189818e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -11898181.000000 Penalty: 3724.270020
	Iteration 73Q: 3 clusters Score -1.189818e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -11898183.000000 Penalty: 3724.270020
	Iteration 74Q: 3 clusters Score -1.189818e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -11898176.000000 Penalty: 3724.270020
	Iteration 75Q: 3 clusters Score -1.189818e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -11898222.000000 Penalty: 3724.270020
	Iteration 76Q: 3 clusters Score -1.189822e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -11898242.000000 Penalty: 3724.270020
	Iteration 77Q: 3 clusters Score -1.189824e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -11898231.000000 Penalty: 3724.270020
	Iteration 78Q: 3 clusters Score -1.189823e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -11898290.000000 Penalty: 3724.270020
	Iteration 79Q: 3 clusters Score -1.189829e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -11898349.000000 Penalty: 3724.270020
	Iteration 80F: 3 clusters Score -1.189835e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74035 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -11898358.000000 Penalty: 3724.270020
	Iteration 81Q: 3 clusters Score -1.189836e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -11898391.000000 Penalty: 3724.270020
	Iteration 82Q: 3 clusters Score -1.189839e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -11898406.000000 Penalty: 3724.270020
	Iteration 83Q: 3 clusters Score -1.189841e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -11898432.000000 Penalty: 3724.270020
	Iteration 84Q: 3 clusters Score -1.189843e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -11898440.000000 Penalty: 3724.270020
	Iteration 85Q: 3 clusters Score -1.189844e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -11898438.000000 Penalty: 3724.270020
	Iteration 86Q: 3 clusters Score -1.189844e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -11898456.000000 Penalty: 3724.270020
	Iteration 87Q: 3 clusters Score -1.189846e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -11898460.000000 Penalty: 3724.270020
	Iteration 88Q: 3 clusters Score -1.189846e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -11898458.000000 Penalty: 3724.270020
	Iteration 89Q: 3 clusters Score -1.189846e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -11898422.000000 Penalty: 3724.270020
	Iteration 90Q: 3 clusters Score -1.189842e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -11898428.000000 Penalty: 3724.270020
	Iteration 91Q: 3 clusters Score -1.189843e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -11898433.000000 Penalty: 3724.270020
	Iteration 92Q: 3 clusters Score -1.189843e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -11898371.000000 Penalty: 3724.270020
	Iteration 93Q: 3 clusters Score -1.189837e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -11898391.000000 Penalty: 3724.270020
	Iteration 94Q: 3 clusters Score -1.189839e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79062 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -11898349.000000 Penalty: 3724.270020
	Iteration 95Q: 3 clusters Score -1.189835e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -11898336.000000 Penalty: 3724.270020
	Iteration 96Q: 3 clusters Score -1.189834e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -11898370.000000 Penalty: 3724.270020
	Iteration 97Q: 3 clusters Score -1.189837e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80141 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -11898345.000000 Penalty: 3724.270020
	Iteration 98Q: 3 clusters Score -1.189834e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -11898317.000000 Penalty: 3724.270020
	Iteration 99Q: 3 clusters Score -1.189832e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -11898356.000000 Penalty: 3724.270020
	Iteration 100F: 3 clusters Score -1.189836e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -11898346.000000 Penalty: 3724.270020
	Iteration 101Q: 3 clusters Score -1.189835e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -11898515.000000 Penalty: 3724.270020
	Iteration 102Q: 3 clusters Score -1.189852e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -11898755.000000 Penalty: 3724.270020
	Iteration 103Q: 3 clusters Score -1.189876e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -11899015.000000 Penalty: 3724.270020
	Iteration 104Q: 3 clusters Score -1.189902e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -11899198.000000 Penalty: 3724.270020
	Iteration 105Q: 3 clusters Score -1.18992e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -11899374.000000 Penalty: 3724.270020
	Iteration 106Q: 3 clusters Score -1.189937e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -11899538.000000 Penalty: 3724.270020
	Iteration 107Q: 3 clusters Score -1.189954e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -11899696.000000 Penalty: 3724.270020
	Iteration 108Q: 3 clusters Score -1.18997e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -11899801.000000 Penalty: 3724.270020
	Iteration 109Q: 3 clusters Score -1.18998e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -11899957.000000 Penalty: 3724.270020
	Iteration 110Q: 3 clusters Score -1.189996e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -11900029.000000 Penalty: 3724.270020
	Iteration 111Q: 3 clusters Score -1.190003e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -11900185.000000 Penalty: 3724.270020
	Iteration 112Q: 3 clusters Score -1.190018e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -11900278.000000 Penalty: 3724.270020
	Iteration 113Q: 3 clusters Score -1.190028e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85807 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -11900340.000000 Penalty: 3724.270020
	Iteration 114Q: 3 clusters Score -1.190034e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -11900438.000000 Penalty: 3724.270020
	Iteration 115Q: 3 clusters Score -1.190044e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86537 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -11900501.000000 Penalty: 3724.270020
	Iteration 116Q: 3 clusters Score -1.19005e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -11900546.000000 Penalty: 3724.270020
	Iteration 117Q: 3 clusters Score -1.190055e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87251 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -11900568.000000 Penalty: 3724.270020
	Iteration 118Q: 3 clusters Score -1.190057e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -11900618.000000 Penalty: 3724.270020
	Iteration 119Q: 3 clusters Score -1.190062e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -11900747.000000 Penalty: 3724.270020
	Iteration 120F: 3 clusters Score -1.190075e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -11900802.000000 Penalty: 3724.270020
	Iteration 121Q: 3 clusters Score -1.19008e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88730 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -11900912.000000 Penalty: 3724.270020
	Iteration 122Q: 3 clusters Score -1.190091e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -11900876.000000 Penalty: 3724.270020
	Iteration 123Q: 3 clusters Score -1.190088e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -11900914.000000 Penalty: 3724.270020
	Iteration 124Q: 3 clusters Score -1.190091e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -11900918.000000 Penalty: 3724.270020
	Iteration 125Q: 3 clusters Score -1.190092e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -11900889.000000 Penalty: 3724.270020
	Iteration 126Q: 3 clusters Score -1.190089e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -11900889.000000 Penalty: 3724.270020
	Iteration 127Q: 3 clusters Score -1.190089e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -11900912.000000 Penalty: 3724.270020
	Iteration 128Q: 3 clusters Score -1.190091e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -11900909.000000 Penalty: 3724.270020
	Iteration 129Q: 3 clusters Score -1.190091e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -11900889.000000 Penalty: 3724.270020
	Iteration 130Q: 3 clusters Score -1.190089e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91706 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -11900878.000000 Penalty: 3724.270020
	Iteration 131Q: 3 clusters Score -1.190088e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -11900867.000000 Penalty: 3724.270020
	Iteration 132Q: 3 clusters Score -1.190087e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -11900823.000000 Penalty: 3724.270020
	Iteration 133Q: 3 clusters Score -1.190082e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -11900800.000000 Penalty: 3724.270020
	Iteration 134Q: 3 clusters Score -1.19008e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11900846.000000 Penalty: 3724.270020
	Iteration 135Q: 3 clusters Score -1.190085e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92866 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -11900844.000000 Penalty: 3724.270020
	Iteration 136Q: 3 clusters Score -1.190084e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -11900818.000000 Penalty: 3724.270020
	Iteration 137Q: 3 clusters Score -1.190082e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11900792.000000 Penalty: 3724.270020
	Iteration 138Q: 3 clusters Score -1.190079e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11900765.000000 Penalty: 3724.270020
	Iteration 139Q: 3 clusters Score -1.190076e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93542 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11900752.000000 Penalty: 3724.270020
	Iteration 140F: 3 clusters Score -1.190075e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11900745.000000 Penalty: 3724.270020
	Iteration 141Q: 3 clusters Score -1.190074e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11900752.000000 Penalty: 3724.270020
	Iteration 142Q: 3 clusters Score -1.190075e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11900754.000000 Penalty: 3724.270020
	Iteration 143Q: 3 clusters Score -1.190075e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93872 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11900748.000000 Penalty: 3724.270020
	Iteration 144Q: 3 clusters Score -1.190075e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11900747.000000 Penalty: 3724.270020
	Iteration 145Q: 3 clusters Score -1.190075e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11900757.000000 Penalty: 3724.270020
	Iteration 146Q: 3 clusters Score -1.190076e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93995 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -11900762.000000 Penalty: 3724.270020
	Iteration 147Q: 3 clusters Score -1.190076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11900758.000000 Penalty: 3724.270020
	Iteration 148Q: 3 clusters Score -1.190076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -11900762.000000 Penalty: 3724.270020
	Iteration 149Q: 3 clusters Score -1.190076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11900762.000000 Penalty: 3724.270020
	Iteration 150Q: 3 clusters Score -1.190076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11900756.000000 Penalty: 3724.270020
	Iteration 151Q: 3 clusters Score -1.190076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11900745.000000 Penalty: 3724.270020
	Iteration 152Q: 3 clusters Score -1.190074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11900743.000000 Penalty: 3724.270020
	Iteration 153Q: 3 clusters Score -1.190074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11900756.000000 Penalty: 3724.270020
	Iteration 154Q: 3 clusters Score -1.190076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11900740.000000 Penalty: 3724.270020
	Iteration 155Q: 3 clusters Score -1.190074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11900735.000000 Penalty: 3724.270020
	Iteration 156Q: 3 clusters Score -1.190074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -11900747.000000 Penalty: 3724.270020
	Iteration 157Q: 3 clusters Score -1.190075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11900741.000000 Penalty: 3724.270020
	Iteration 158Q: 3 clusters Score -1.190074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11900738.000000 Penalty: 3724.270020
	Iteration 159Q: 3 clusters Score -1.190074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11900735.000000 Penalty: 3724.270020
	Iteration 160F: 3 clusters Score -1.190074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11900731.000000 Penalty: 3724.270020
	Iteration 161Q: 3 clusters Score -1.190073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11900738.000000 Penalty: 3724.270020
	Iteration 162Q: 3 clusters Score -1.190074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94130 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -11900734.000000 Penalty: 3724.270020
	Iteration 163Q: 3 clusters Score -1.190073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11900751.000000 Penalty: 3724.270020
	Iteration 164Q: 3 clusters Score -1.190075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94140 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11900752.000000 Penalty: 3724.270020
	Iteration 165Q: 3 clusters Score -1.190075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94144 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -11900755.000000 Penalty: 3724.270020
	Iteration 166Q: 3 clusters Score -1.190076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11900758.000000 Penalty: 3724.270020
	Iteration 167Q: 3 clusters Score -1.190076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11900759.000000 Penalty: 3724.270020
	Iteration 168Q: 3 clusters Score -1.190076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11900759.000000 Penalty: 3724.270020
	Iteration 169F: 3 clusters Score -1.190076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -22781.160156 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -22781.16 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 175 members 
Entering Unmasked Estep 
Score: -22025.398438 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -22025.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22532.902344 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -22532.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22855.134766 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -22855.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23032.332031 Penalty: 1898.208496
	Iteration 3F: 3 clusters Score -23032.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23124.404297 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -23124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23159.250000 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -23159.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23173.814453 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -23173.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23178.365234 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -23178.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23198.839844 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -23198.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23200.992188 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -23200.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23200.992188 Penalty: 1898.208496
	Iteration 10F: 3 clusters Score -23200.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89732 members 
Mstep: Class 6 contains 28606 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 9373 members 
Mstep: Class 9 contains 94778 members 
Mstep: Class 10 contains 211 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 8094 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 89950 members 
Mstep: Class 16 contains 92306 members 
Mstep: Class 17 contains 85540 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 62471 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 81827 members 
Mstep: Class 23 contains 2477 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6263 members 
Mstep: Class 27 contains 31456 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 85370 members 
Mstep: Class 30 contains 1573 members 
Mstep: Class 31 contains 10633 members 
Mstep: Class 32 contains 133 members 
Entering Unmasked Estep 
Score: -102222024.000000 Penalty: 70941.500000
Splitting cluster 10 changes total score from -102222624.000000 to -102222024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Entering Unmasked Estep 
Score: -321986.312500 Penalty: 1288.014282
	Iteration 0F: 2 clusters Score -321986.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -319371.625000 Penalty: 2576.028564
	Iteration 0F: 3 clusters Score -319371.6 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -320095.937500 Penalty: 2576.028564
	Iteration 1F: 3 clusters Score -320095.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -320378.937500 Penalty: 2576.028564
	Iteration 2F: 3 clusters Score -320378.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -320619.093750 Penalty: 2576.028564
	Iteration 3F: 3 clusters Score -320619.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -320781.656250 Penalty: 2576.028564
	Iteration 4F: 3 clusters Score -320781.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -320941.625000 Penalty: 2576.028564
	Iteration 5F: 3 clusters Score -320941.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -321119.218750 Penalty: 2576.028564
	Iteration 6F: 3 clusters Score -321119.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -321265.218750 Penalty: 2576.028564
	Iteration 7Q: 3 clusters Score -321265.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -321408.375000 Penalty: 2576.028564
	Iteration 8Q: 3 clusters Score -321408.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -321510.437500 Penalty: 2576.028564
	Iteration 9Q: 3 clusters Score -321510.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -321598.531250 Penalty: 2576.028564
	Iteration 10Q: 3 clusters Score -321598.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -321659.593750 Penalty: 2576.028564
	Iteration 11Q: 3 clusters Score -321659.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -321694.093750 Penalty: 2576.028564
	Iteration 12Q: 3 clusters Score -321694.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -321711.562500 Penalty: 2576.028564
	Iteration 13Q: 3 clusters Score -321711.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -321723.375000 Penalty: 2576.028564
	Iteration 14Q: 3 clusters Score -321723.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -321729.500000 Penalty: 2576.028564
	Iteration 15Q: 3 clusters Score -321729.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -321734.343750 Penalty: 2576.028564
	Iteration 16Q: 3 clusters Score -321734.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -321740.312500 Penalty: 2576.028564
	Iteration 17Q: 3 clusters Score -321740.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -321751.125000 Penalty: 2576.028564
	Iteration 18Q: 3 clusters Score -321751.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -321758.468750 Penalty: 2576.028564
	Iteration 19Q: 3 clusters Score -321758.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -321761.906250 Penalty: 2576.028564
	Iteration 20F: 3 clusters Score -321761.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -321763.812500 Penalty: 2576.028564
	Iteration 21Q: 3 clusters Score -321763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -321765.406250 Penalty: 2576.028564
	Iteration 22Q: 3 clusters Score -321765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -321765.437500 Penalty: 2576.028564
	Iteration 23Q: 3 clusters Score -321765.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -321765.437500 Penalty: 2576.028564
	Iteration 24F: 3 clusters Score -321765.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Entering Unmasked Estep 
Score: -988098.125000 Penalty: 1462.317749
	Iteration 0F: 2 clusters Score -988098.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -982184.250000 Penalty: 2924.635498
	Iteration 0F: 3 clusters Score -982184.2 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -984126.375000 Penalty: 2924.635498
	Iteration 1F: 3 clusters Score -984126.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -984516.375000 Penalty: 2924.635498
	Iteration 2F: 3 clusters Score -984516.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -984932.312500 Penalty: 2924.635498
	Iteration 3F: 3 clusters Score -984932.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -985351.625000 Penalty: 2924.635498
	Iteration 4F: 3 clusters Score -985351.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -985845.875000 Penalty: 2924.635498
	Iteration 5F: 3 clusters Score -985845.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -986431.625000 Penalty: 2924.635498
	Iteration 6F: 3 clusters Score -986431.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -987099.812500 Penalty: 2924.635498
	Iteration 7F: 3 clusters Score -987099.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -987609.500000 Penalty: 2924.635498
	Iteration 8F: 3 clusters Score -987609.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -987942.187500 Penalty: 2924.635498
	Iteration 9Q: 3 clusters Score -987942.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -988132.250000 Penalty: 2924.635498
	Iteration 10Q: 3 clusters Score -988132.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -988197.062500 Penalty: 2924.635498
	Iteration 11Q: 3 clusters Score -988197.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -988225.187500 Penalty: 2924.635498
	Iteration 12Q: 3 clusters Score -988225.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -988243.750000 Penalty: 2924.635498
	Iteration 13Q: 3 clusters Score -988243.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -988256.125000 Penalty: 2924.635498
	Iteration 14Q: 3 clusters Score -988256.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -988264.187500 Penalty: 2924.635498
	Iteration 15Q: 3 clusters Score -988264.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -988271.687500 Penalty: 2924.635498
	Iteration 16Q: 3 clusters Score -988271.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -988278.500000 Penalty: 2924.635498
	Iteration 17Q: 3 clusters Score -988278.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -988282.312500 Penalty: 2924.635498
	Iteration 18Q: 3 clusters Score -988282.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -988286.375000 Penalty: 2924.635498
	Iteration 19Q: 3 clusters Score -988286.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -988287.500000 Penalty: 2924.635498
	Iteration 20F: 3 clusters Score -988287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -988286.750000 Penalty: 2924.635498
	Iteration 21Q: 3 clusters Score -988286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -988286.625000 Penalty: 2924.635498
	Iteration 22Q: 3 clusters Score -988286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -988287.937500 Penalty: 2924.635498
	Iteration 23Q: 3 clusters Score -988287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -988287.687500 Penalty: 2924.635498
	Iteration 24Q: 3 clusters Score -988287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -988287.312500 Penalty: 2924.635498
	Iteration 25Q: 3 clusters Score -988287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -988288.062500 Penalty: 2924.635498
	Iteration 26Q: 3 clusters Score -988288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -988289.125000 Penalty: 2924.635498
	Iteration 27Q: 3 clusters Score -988289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -988289.125000 Penalty: 2924.635498
	Iteration 28Q: 3 clusters Score -988289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -988289.500000 Penalty: 2924.635498
	Iteration 29Q: 3 clusters Score -988289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -988289.062500 Penalty: 2924.635498
	Iteration 30Q: 3 clusters Score -988289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -988289.062500 Penalty: 2924.635498
	Iteration 31F: 3 clusters Score -988289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89732 members 
Mstep: Class 6 contains 28606 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 9373 members 
Mstep: Class 9 contains 94778 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 5599 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 89950 members 
Mstep: Class 16 contains 92306 members 
Mstep: Class 17 contains 85540 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 62471 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 81827 members 
Mstep: Class 23 contains 2477 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6263 members 
Mstep: Class 27 contains 31456 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 85370 members 
Mstep: Class 30 contains 1573 members 
Mstep: Class 31 contains 10633 members 
Mstep: Class 32 contains 2495 members 
Entering Unmasked Estep 
Score: -102222008.000000 Penalty: 70941.500000
Splitting cluster 12 changes total score from -102222624.000000 to -102222008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (9359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Entering Unmasked Estep 
Score: -1139437.250000 Penalty: 1485.915161
	Iteration 0F: 2 clusters Score -1139437 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 4712 members 
Entering Unmasked Estep 
Score: -1132667.250000 Penalty: 2971.830322
	Iteration 0F: 3 clusters Score -1132667 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1134902.000000 Penalty: 2971.830322
	Iteration 1F: 3 clusters Score -1134902 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1135180.375000 Penalty: 2971.830322
	Iteration 2F: 3 clusters Score -1135180 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1135448.250000 Penalty: 2971.830322
	Iteration 3F: 3 clusters Score -1135448 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1135689.625000 Penalty: 2971.830322
	Iteration 4F: 3 clusters Score -1135690 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1135917.000000 Penalty: 2971.830322
	Iteration 5Q: 3 clusters Score -1135917 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1136133.500000 Penalty: 2971.830322
	Iteration 6Q: 3 clusters Score -1136134 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1136378.125000 Penalty: 2971.830322
	Iteration 7Q: 3 clusters Score -1136378 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1136656.875000 Penalty: 2971.830322
	Iteration 8Q: 3 clusters Score -1136657 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1136919.250000 Penalty: 2971.830322
	Iteration 9Q: 3 clusters Score -1136919 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1137148.250000 Penalty: 2971.830322
	Iteration 10Q: 3 clusters Score -1137148 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1137362.125000 Penalty: 2971.830322
	Iteration 11Q: 3 clusters Score -1137362 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1137519.375000 Penalty: 2971.830322
	Iteration 12Q: 3 clusters Score -1137519 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1137621.250000 Penalty: 2971.830322
	Iteration 13Q: 3 clusters Score -1137621 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1137707.500000 Penalty: 2971.830322
	Iteration 14Q: 3 clusters Score -1137708 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1137791.000000 Penalty: 2971.830322
	Iteration 15Q: 3 clusters Score -1137791 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1137881.625000 Penalty: 2971.830322
	Iteration 16Q: 3 clusters Score -1137882 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1137965.625000 Penalty: 2971.830322
	Iteration 17Q: 3 clusters Score -1137966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1138036.250000 Penalty: 2971.830322
	Iteration 18Q: 3 clusters Score -1138036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1138078.250000 Penalty: 2971.830322
	Iteration 19Q: 3 clusters Score -1138078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1138113.250000 Penalty: 2971.830322
	Iteration 20F: 3 clusters Score -1138113 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1138146.000000 Penalty: 2971.830322
	Iteration 21Q: 3 clusters Score -1138146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1138162.000000 Penalty: 2971.830322
	Iteration 22Q: 3 clusters Score -1138162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1138177.125000 Penalty: 2971.830322
	Iteration 23Q: 3 clusters Score -1138177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1138187.125000 Penalty: 2971.830322
	Iteration 24Q: 3 clusters Score -1138187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1138194.625000 Penalty: 2971.830322
	Iteration 25Q: 3 clusters Score -1138195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1138200.125000 Penalty: 2971.830322
	Iteration 26Q: 3 clusters Score -1138200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1138205.250000 Penalty: 2971.830322
	Iteration 27Q: 3 clusters Score -1138205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1138208.750000 Penalty: 2971.830322
	Iteration 28Q: 3 clusters Score -1138209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1138213.750000 Penalty: 2971.830322
	Iteration 29Q: 3 clusters Score -1138214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1138217.750000 Penalty: 2971.830322
	Iteration 30Q: 3 clusters Score -1138218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1138228.500000 Penalty: 2971.830322
	Iteration 31Q: 3 clusters Score -1138228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1138234.000000 Penalty: 2971.830322
	Iteration 32Q: 3 clusters Score -1138234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1138234.000000 Penalty: 2971.830322
	Iteration 33Q: 3 clusters Score -1138234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1138239.750000 Penalty: 2971.830322
	Iteration 34Q: 3 clusters Score -1138240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1138241.125000 Penalty: 2971.830322
	Iteration 35Q: 3 clusters Score -1138241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1138242.250000 Penalty: 2971.830322
	Iteration 36Q: 3 clusters Score -1138242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1138243.625000 Penalty: 2971.830322
	Iteration 37Q: 3 clusters Score -1138244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1138246.875000 Penalty: 2971.830322
	Iteration 38Q: 3 clusters Score -1138247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1138250.875000 Penalty: 2971.830322
	Iteration 39Q: 3 clusters Score -1138251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1138253.125000 Penalty: 2971.830322
	Iteration 40F: 3 clusters Score -1138253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1138254.250000 Penalty: 2971.830322
	Iteration 41Q: 3 clusters Score -1138254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1138252.750000 Penalty: 2971.830322
	Iteration 42Q: 3 clusters Score -1138253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1138253.375000 Penalty: 2971.830322
	Iteration 43Q: 3 clusters Score -1138253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1138253.375000 Penalty: 2971.830322
	Iteration 44F: 3 clusters Score -1138253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -306355.937500 Penalty: 1281.427124
	Iteration 0F: 2 clusters Score -306355.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -303914.593750 Penalty: 2562.854248
	Iteration 0F: 3 clusters Score -303914.6 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -304747.968750 Penalty: 2562.854248
	Iteration 1F: 3 clusters Score -304748 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -305109.718750 Penalty: 2562.854248
	Iteration 2F: 3 clusters Score -305109.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -305361.468750 Penalty: 2562.854248
	Iteration 3F: 3 clusters Score -305361.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -305502.531250 Penalty: 2562.854248
	Iteration 4F: 3 clusters Score -305502.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -305602.781250 Penalty: 2562.854248
	Iteration 5Q: 3 clusters Score -305602.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -305665.906250 Penalty: 2562.854248
	Iteration 6Q: 3 clusters Score -305665.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -305714.656250 Penalty: 2562.854248
	Iteration 7Q: 3 clusters Score -305714.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -305753.593750 Penalty: 2562.854248
	Iteration 8Q: 3 clusters Score -305753.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -305774.625000 Penalty: 2562.854248
	Iteration 9Q: 3 clusters Score -305774.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -305784.437500 Penalty: 2562.854248
	Iteration 10Q: 3 clusters Score -305784.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -305791.125000 Penalty: 2562.854248
	Iteration 11Q: 3 clusters Score -305791.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -305794.687500 Penalty: 2562.854248
	Iteration 12Q: 3 clusters Score -305794.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -305798.125000 Penalty: 2562.854248
	Iteration 13Q: 3 clusters Score -305798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -305802.968750 Penalty: 2562.854248
	Iteration 14Q: 3 clusters Score -305803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -305804.875000 Penalty: 2562.854248
	Iteration 15Q: 3 clusters Score -305804.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -305808.031250 Penalty: 2562.854248
	Iteration 16Q: 3 clusters Score -305808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -305810.125000 Penalty: 2562.854248
	Iteration 17Q: 3 clusters Score -305810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -305813.218750 Penalty: 2562.854248
	Iteration 18Q: 3 clusters Score -305813.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -305816.781250 Penalty: 2562.854248
	Iteration 19Q: 3 clusters Score -305816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -305819.593750 Penalty: 2562.854248
	Iteration 20F: 3 clusters Score -305819.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -305822.343750 Penalty: 2562.854248
	Iteration 21Q: 3 clusters Score -305822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -305822.656250 Penalty: 2562.854248
	Iteration 22Q: 3 clusters Score -305822.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -305822.656250 Penalty: 2562.854248
	Iteration 23Q: 3 clusters Score -305822.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -305822.812500 Penalty: 2562.854248
	Iteration 24Q: 3 clusters Score -305822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -305823.281250 Penalty: 2562.854248
	Iteration 25Q: 3 clusters Score -305823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -305823.875000 Penalty: 2562.854248
	Iteration 26Q: 3 clusters Score -305823.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -305823.875000 Penalty: 2562.854248
	Iteration 27F: 3 clusters Score -305823.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Entering Unmasked Estep 
Score: -11258547.000000 Penalty: 1853.639038
	Iteration 0F: 2 clusters Score -1.125855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -11202991.000000 Penalty: 3707.278076
	Iteration 0F: 3 clusters Score -1.120299e+07 nChanged 42928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -11228316.000000 Penalty: 3707.278076
	Iteration 1F: 3 clusters Score -1.122832e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -11229544.000000 Penalty: 3707.278076
	Iteration 2Q: 3 clusters Score -1.122954e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -11231395.000000 Penalty: 3707.278076
	Iteration 3Q: 3 clusters Score -1.12314e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -11234156.000000 Penalty: 3707.278076
	Iteration 4F: 3 clusters Score -1.123416e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -11238274.000000 Penalty: 3707.278076
	Iteration 5F: 3 clusters Score -1.123827e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -11243000.000000 Penalty: 3707.278076
	Iteration 6F: 3 clusters Score -1.1243e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -11247116.000000 Penalty: 3707.278076
	Iteration 7F: 3 clusters Score -1.124712e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -11250037.000000 Penalty: 3707.278076
	Iteration 8F: 3 clusters Score -1.125004e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -11251410.000000 Penalty: 3707.278076
	Iteration 9Q: 3 clusters Score -1.125141e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -11252027.000000 Penalty: 3707.278076
	Iteration 10Q: 3 clusters Score -1.125203e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -11252459.000000 Penalty: 3707.278076
	Iteration 11Q: 3 clusters Score -1.125246e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -11252906.000000 Penalty: 3707.278076
	Iteration 12Q: 3 clusters Score -1.125291e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -11253287.000000 Penalty: 3707.278076
	Iteration 13Q: 3 clusters Score -1.125329e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -11253778.000000 Penalty: 3707.278076
	Iteration 14Q: 3 clusters Score -1.125378e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -11254220.000000 Penalty: 3707.278076
	Iteration 15Q: 3 clusters Score -1.125422e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 78811 members 
Entering Unmasked Estep 
Score: -11254701.000000 Penalty: 3707.278076
	Iteration 16Q: 3 clusters Score -1.12547e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -11255081.000000 Penalty: 3707.278076
	Iteration 17Q: 3 clusters Score -1.125508e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -11255482.000000 Penalty: 3707.278076
	Iteration 18Q: 3 clusters Score -1.125548e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -11255776.000000 Penalty: 3707.278076
	Iteration 19Q: 3 clusters Score -1.125578e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -11255856.000000 Penalty: 3707.278076
	Iteration 20F: 3 clusters Score -1.125586e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -11255973.000000 Penalty: 3707.278076
	Iteration 21Q: 3 clusters Score -1.125597e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -11256096.000000 Penalty: 3707.278076
	Iteration 22Q: 3 clusters Score -1.12561e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -11256246.000000 Penalty: 3707.278076
	Iteration 23Q: 3 clusters Score -1.125625e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -11256339.000000 Penalty: 3707.278076
	Iteration 24Q: 3 clusters Score -1.125634e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 85040 members 
Entering Unmasked Estep 
Score: -11256409.000000 Penalty: 3707.278076
	Iteration 25Q: 3 clusters Score -1.125641e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 85379 members 
Entering Unmasked Estep 
Score: -11256513.000000 Penalty: 3707.278076
	Iteration 26Q: 3 clusters Score -1.125651e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -11256581.000000 Penalty: 3707.278076
	Iteration 27Q: 3 clusters Score -1.125658e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -11256636.000000 Penalty: 3707.278076
	Iteration 28Q: 3 clusters Score -1.125664e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -11256709.000000 Penalty: 3707.278076
	Iteration 29Q: 3 clusters Score -1.125671e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -11256737.000000 Penalty: 3707.278076
	Iteration 30Q: 3 clusters Score -1.125674e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -11256768.000000 Penalty: 3707.278076
	Iteration 31Q: 3 clusters Score -1.125677e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 86870 members 
Entering Unmasked Estep 
Score: -11256869.000000 Penalty: 3707.278076
	Iteration 32Q: 3 clusters Score -1.125687e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -11256910.000000 Penalty: 3707.278076
	Iteration 33Q: 3 clusters Score -1.125691e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 87204 members 
Entering Unmasked Estep 
Score: -11256929.000000 Penalty: 3707.278076
	Iteration 34Q: 3 clusters Score -1.125693e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -11256976.000000 Penalty: 3707.278076
	Iteration 35Q: 3 clusters Score -1.125698e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -11257011.000000 Penalty: 3707.278076
	Iteration 36Q: 3 clusters Score -1.125701e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -11257020.000000 Penalty: 3707.278076
	Iteration 37Q: 3 clusters Score -1.125702e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -11257045.000000 Penalty: 3707.278076
	Iteration 38Q: 3 clusters Score -1.125704e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -11257081.000000 Penalty: 3707.278076
	Iteration 39Q: 3 clusters Score -1.125708e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -11257112.000000 Penalty: 3707.278076
	Iteration 40F: 3 clusters Score -1.125711e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -11257123.000000 Penalty: 3707.278076
	Iteration 41Q: 3 clusters Score -1.125712e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -11257136.000000 Penalty: 3707.278076
	Iteration 42Q: 3 clusters Score -1.125714e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -11257137.000000 Penalty: 3707.278076
	Iteration 43Q: 3 clusters Score -1.125714e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -11257140.000000 Penalty: 3707.278076
	Iteration 44Q: 3 clusters Score -1.125714e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -11257147.000000 Penalty: 3707.278076
	Iteration 45Q: 3 clusters Score -1.125715e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -11257156.000000 Penalty: 3707.278076
	Iteration 46Q: 3 clusters Score -1.125716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -11257165.000000 Penalty: 3707.278076
	Iteration 47Q: 3 clusters Score -1.125716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -11257166.000000 Penalty: 3707.278076
	Iteration 48Q: 3 clusters Score -1.125717e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -11257166.000000 Penalty: 3707.278076
	Iteration 49Q: 3 clusters Score -1.125717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -11257186.000000 Penalty: 3707.278076
	Iteration 50Q: 3 clusters Score -1.125719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -11257183.000000 Penalty: 3707.278076
	Iteration 51Q: 3 clusters Score -1.125718e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -11257185.000000 Penalty: 3707.278076
	Iteration 52Q: 3 clusters Score -1.125718e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -11257189.000000 Penalty: 3707.278076
	Iteration 53Q: 3 clusters Score -1.125719e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -11257187.000000 Penalty: 3707.278076
	Iteration 54Q: 3 clusters Score -1.125719e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -11257194.000000 Penalty: 3707.278076
	Iteration 55Q: 3 clusters Score -1.125719e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -11257210.000000 Penalty: 3707.278076
	Iteration 56Q: 3 clusters Score -1.125721e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -11257212.000000 Penalty: 3707.278076
	Iteration 57Q: 3 clusters Score -1.125721e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -11257219.000000 Penalty: 3707.278076
	Iteration 58Q: 3 clusters Score -1.125722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -11257229.000000 Penalty: 3707.278076
	Iteration 59Q: 3 clusters Score -1.125723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -11257238.000000 Penalty: 3707.278076
	Iteration 60F: 3 clusters Score -1.125724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -11257229.000000 Penalty: 3707.278076
	Iteration 61Q: 3 clusters Score -1.125723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -11257235.000000 Penalty: 3707.278076
	Iteration 62Q: 3 clusters Score -1.125724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 88334 members 
Entering Unmasked Estep 
Score: -11257237.000000 Penalty: 3707.278076
	Iteration 63Q: 3 clusters Score -1.125724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -11257249.000000 Penalty: 3707.278076
	Iteration 64Q: 3 clusters Score -1.125725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -11257245.000000 Penalty: 3707.278076
	Iteration 65Q: 3 clusters Score -1.125724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -11257254.000000 Penalty: 3707.278076
	Iteration 66Q: 3 clusters Score -1.125725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -11257269.000000 Penalty: 3707.278076
	Iteration 67Q: 3 clusters Score -1.125727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -11257267.000000 Penalty: 3707.278076
	Iteration 68Q: 3 clusters Score -1.125727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -11257264.000000 Penalty: 3707.278076
	Iteration 69Q: 3 clusters Score -1.125726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -11257260.000000 Penalty: 3707.278076
	Iteration 70Q: 3 clusters Score -1.125726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -11257268.000000 Penalty: 3707.278076
	Iteration 71Q: 3 clusters Score -1.125727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -11257280.000000 Penalty: 3707.278076
	Iteration 72Q: 3 clusters Score -1.125728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -11257283.000000 Penalty: 3707.278076
	Iteration 73Q: 3 clusters Score -1.125728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -11257280.000000 Penalty: 3707.278076
	Iteration 74Q: 3 clusters Score -1.125728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -11257278.000000 Penalty: 3707.278076
	Iteration 75Q: 3 clusters Score -1.125728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -11257280.000000 Penalty: 3707.278076
	Iteration 76Q: 3 clusters Score -1.125728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -11257288.000000 Penalty: 3707.278076
	Iteration 77Q: 3 clusters Score -1.125729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -11257283.000000 Penalty: 3707.278076
	Iteration 78Q: 3 clusters Score -1.125728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 88427 members 
Entering Unmasked Estep 
Score: -11257282.000000 Penalty: 3707.278076
	Iteration 79Q: 3 clusters Score -1.125728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -11257286.000000 Penalty: 3707.278076
	Iteration 80F: 3 clusters Score -1.125729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 88430 members 
Entering Unmasked Estep 
Score: -11257283.000000 Penalty: 3707.278076
	Iteration 81Q: 3 clusters Score -1.125728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 88431 members 
Entering Unmasked Estep 
Score: -11257288.000000 Penalty: 3707.278076
	Iteration 82Q: 3 clusters Score -1.125729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -11257275.000000 Penalty: 3707.278076
	Iteration 83Q: 3 clusters Score -1.125728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -11257288.000000 Penalty: 3707.278076
	Iteration 84Q: 3 clusters Score -1.125729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -11257296.000000 Penalty: 3707.278076
	Iteration 85Q: 3 clusters Score -1.12573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 88448 members 
Entering Unmasked Estep 
Score: -11257292.000000 Penalty: 3707.278076
	Iteration 86Q: 3 clusters Score -1.125729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 88455 members 
Entering Unmasked Estep 
Score: -11257288.000000 Penalty: 3707.278076
	Iteration 87Q: 3 clusters Score -1.125729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -11257296.000000 Penalty: 3707.278076
	Iteration 88Q: 3 clusters Score -1.12573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -11257292.000000 Penalty: 3707.278076
	Iteration 89Q: 3 clusters Score -1.125729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -11257291.000000 Penalty: 3707.278076
	Iteration 90Q: 3 clusters Score -1.125729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -11257285.000000 Penalty: 3707.278076
	Iteration 91Q: 3 clusters Score -1.125728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 88485 members 
Entering Unmasked Estep 
Score: -11257298.000000 Penalty: 3707.278076
	Iteration 92Q: 3 clusters Score -1.12573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -11257311.000000 Penalty: 3707.278076
	Iteration 93Q: 3 clusters Score -1.125731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -11257305.000000 Penalty: 3707.278076
	Iteration 94Q: 3 clusters Score -1.12573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -11257302.000000 Penalty: 3707.278076
	Iteration 95Q: 3 clusters Score -1.12573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -11257307.000000 Penalty: 3707.278076
	Iteration 96Q: 3 clusters Score -1.125731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -11257306.000000 Penalty: 3707.278076
	Iteration 97Q: 3 clusters Score -1.125731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -11257295.000000 Penalty: 3707.278076
	Iteration 98Q: 3 clusters Score -1.12573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -11257302.000000 Penalty: 3707.278076
	Iteration 99Q: 3 clusters Score -1.12573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -11257302.000000 Penalty: 3707.278076
	Iteration 100F: 3 clusters Score -1.12573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Entering Unmasked Estep 
Score: -11664902.000000 Penalty: 1857.840454
	Iteration 0F: 2 clusters Score -1.16649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -11607343.000000 Penalty: 3715.680908
	Iteration 0F: 3 clusters Score -1.160734e+07 nChanged 44424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -11633828.000000 Penalty: 3715.680908
	Iteration 1F: 3 clusters Score -1.163383e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -11634711.000000 Penalty: 3715.680908
	Iteration 2Q: 3 clusters Score -1.163471e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -11635711.000000 Penalty: 3715.680908
	Iteration 3Q: 3 clusters Score -1.163571e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -11637150.000000 Penalty: 3715.680908
	Iteration 4Q: 3 clusters Score -1.163715e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -11639167.000000 Penalty: 3715.680908
	Iteration 5F: 3 clusters Score -1.163917e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -11642406.000000 Penalty: 3715.680908
	Iteration 6F: 3 clusters Score -1.164241e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -11646890.000000 Penalty: 3715.680908
	Iteration 7F: 3 clusters Score -1.164689e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -11651113.000000 Penalty: 3715.680908
	Iteration 8F: 3 clusters Score -1.165111e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -11653464.000000 Penalty: 3715.680908
	Iteration 9F: 3 clusters Score -1.165346e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -11654669.000000 Penalty: 3715.680908
	Iteration 10Q: 3 clusters Score -1.165467e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -11655484.000000 Penalty: 3715.680908
	Iteration 11Q: 3 clusters Score -1.165548e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -11656165.000000 Penalty: 3715.680908
	Iteration 12Q: 3 clusters Score -1.165616e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -11656802.000000 Penalty: 3715.680908
	Iteration 13Q: 3 clusters Score -1.16568e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -11657397.000000 Penalty: 3715.680908
	Iteration 14Q: 3 clusters Score -1.16574e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -11657942.000000 Penalty: 3715.680908
	Iteration 15Q: 3 clusters Score -1.165794e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -11658409.000000 Penalty: 3715.680908
	Iteration 16Q: 3 clusters Score -1.165841e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -11658788.000000 Penalty: 3715.680908
	Iteration 17Q: 3 clusters Score -1.165879e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -11658960.000000 Penalty: 3715.680908
	Iteration 18Q: 3 clusters Score -1.165896e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -11659009.000000 Penalty: 3715.680908
	Iteration 19Q: 3 clusters Score -1.165901e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -11659472.000000 Penalty: 3715.680908
	Iteration 20F: 3 clusters Score -1.165947e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -11659485.000000 Penalty: 3715.680908
	Iteration 21Q: 3 clusters Score -1.165948e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -11659387.000000 Penalty: 3715.680908
	Iteration 22Q: 3 clusters Score -1.165939e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -11659235.000000 Penalty: 3715.680908
	Iteration 23Q: 3 clusters Score -1.165924e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -11659936.000000 Penalty: 3715.680908
	Iteration 24Q: 3 clusters Score -1.165994e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -11660950.000000 Penalty: 3715.680908
	Iteration 25Q: 3 clusters Score -1.166095e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -11662052.000000 Penalty: 3715.680908
	Iteration 26Q: 3 clusters Score -1.166205e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -11662939.000000 Penalty: 3715.680908
	Iteration 27Q: 3 clusters Score -1.166294e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -11663513.000000 Penalty: 3715.680908
	Iteration 28Q: 3 clusters Score -1.166351e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87587 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -11664038.000000 Penalty: 3715.680908
	Iteration 29Q: 3 clusters Score -1.166404e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -11664316.000000 Penalty: 3715.680908
	Iteration 30Q: 3 clusters Score -1.166432e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -11664435.000000 Penalty: 3715.680908
	Iteration 31Q: 3 clusters Score -1.166444e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -11664572.000000 Penalty: 3715.680908
	Iteration 32Q: 3 clusters Score -1.166457e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -11664619.000000 Penalty: 3715.680908
	Iteration 33Q: 3 clusters Score -1.166462e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -11664618.000000 Penalty: 3715.680908
	Iteration 34Q: 3 clusters Score -1.166462e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -11664659.000000 Penalty: 3715.680908
	Iteration 35Q: 3 clusters Score -1.166466e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11664622.000000 Penalty: 3715.680908
	Iteration 36Q: 3 clusters Score -1.166462e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -11664593.000000 Penalty: 3715.680908
	Iteration 37Q: 3 clusters Score -1.166459e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11664599.000000 Penalty: 3715.680908
	Iteration 38Q: 3 clusters Score -1.16646e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11664596.000000 Penalty: 3715.680908
	Iteration 39Q: 3 clusters Score -1.16646e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11664633.000000 Penalty: 3715.680908
	Iteration 40F: 3 clusters Score -1.166463e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11664649.000000 Penalty: 3715.680908
	Iteration 41Q: 3 clusters Score -1.166465e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -11664588.000000 Penalty: 3715.680908
	Iteration 42Q: 3 clusters Score -1.166459e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -11664604.000000 Penalty: 3715.680908
	Iteration 43Q: 3 clusters Score -1.16646e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11664577.000000 Penalty: 3715.680908
	Iteration 44Q: 3 clusters Score -1.166458e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91007 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11664603.000000 Penalty: 3715.680908
	Iteration 45Q: 3 clusters Score -1.16646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11664613.000000 Penalty: 3715.680908
	Iteration 46Q: 3 clusters Score -1.166461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -11664595.000000 Penalty: 3715.680908
	Iteration 47Q: 3 clusters Score -1.16646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11664583.000000 Penalty: 3715.680908
	Iteration 48Q: 3 clusters Score -1.166458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11664574.000000 Penalty: 3715.680908
	Iteration 49Q: 3 clusters Score -1.166457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11664571.000000 Penalty: 3715.680908
	Iteration 50Q: 3 clusters Score -1.166457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11664558.000000 Penalty: 3715.680908
	Iteration 51Q: 3 clusters Score -1.166456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11664563.000000 Penalty: 3715.680908
	Iteration 52Q: 3 clusters Score -1.166456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11664571.000000 Penalty: 3715.680908
	Iteration 53Q: 3 clusters Score -1.166457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11664571.000000 Penalty: 3715.680908
	Iteration 54Q: 3 clusters Score -1.166457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91068 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -11664572.000000 Penalty: 3715.680908
	Iteration 55Q: 3 clusters Score -1.166457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11664579.000000 Penalty: 3715.680908
	Iteration 56Q: 3 clusters Score -1.166458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11664578.000000 Penalty: 3715.680908
	Iteration 57Q: 3 clusters Score -1.166458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11664575.000000 Penalty: 3715.680908
	Iteration 58Q: 3 clusters Score -1.166458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11664575.000000 Penalty: 3715.680908
	Iteration 59Q: 3 clusters Score -1.166458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11664578.000000 Penalty: 3715.680908
	Iteration 60F: 3 clusters Score -1.166458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11664580.000000 Penalty: 3715.680908
	Iteration 61Q: 3 clusters Score -1.166458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11664587.000000 Penalty: 3715.680908
	Iteration 62Q: 3 clusters Score -1.166459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11664594.000000 Penalty: 3715.680908
	Iteration 63Q: 3 clusters Score -1.166459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -11664592.000000 Penalty: 3715.680908
	Iteration 64Q: 3 clusters Score -1.166459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -11664586.000000 Penalty: 3715.680908
	Iteration 65Q: 3 clusters Score -1.166459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11664570.000000 Penalty: 3715.680908
	Iteration 66Q: 3 clusters Score -1.166457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11664571.000000 Penalty: 3715.680908
	Iteration 67Q: 3 clusters Score -1.166457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11664571.000000 Penalty: 3715.680908
	Iteration 68F: 3 clusters Score -1.166457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (85540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Entering Unmasked Estep 
Score: -10722152.000000 Penalty: 1845.470093
	Iteration 0F: 2 clusters Score -1.072215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -10666211.000000 Penalty: 3690.940186
	Iteration 0F: 3 clusters Score -1.066621e+07 nChanged 40642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -10690769.000000 Penalty: 3690.940186
	Iteration 1F: 3 clusters Score -1.069077e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -10693192.000000 Penalty: 3690.940186
	Iteration 2F: 3 clusters Score -1.069319e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -10696702.000000 Penalty: 3690.940186
	Iteration 3F: 3 clusters Score -1.06967e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -10702017.000000 Penalty: 3690.940186
	Iteration 4F: 3 clusters Score -1.070202e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -10708418.000000 Penalty: 3690.940186
	Iteration 5F: 3 clusters Score -1.070842e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -10713406.000000 Penalty: 3690.940186
	Iteration 6F: 3 clusters Score -1.071341e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -10715116.000000 Penalty: 3690.940186
	Iteration 7Q: 3 clusters Score -1.071512e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -10715718.000000 Penalty: 3690.940186
	Iteration 8Q: 3 clusters Score -1.071572e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -10716046.000000 Penalty: 3690.940186
	Iteration 9Q: 3 clusters Score -1.071605e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -10716317.000000 Penalty: 3690.940186
	Iteration 10Q: 3 clusters Score -1.071632e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -10716564.000000 Penalty: 3690.940186
	Iteration 11Q: 3 clusters Score -1.071656e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -10716704.000000 Penalty: 3690.940186
	Iteration 12Q: 3 clusters Score -1.07167e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -10716751.000000 Penalty: 3690.940186
	Iteration 13Q: 3 clusters Score -1.071675e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -10716795.000000 Penalty: 3690.940186
	Iteration 14Q: 3 clusters Score -1.07168e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -10716853.000000 Penalty: 3690.940186
	Iteration 15Q: 3 clusters Score -1.071685e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -10716873.000000 Penalty: 3690.940186
	Iteration 16Q: 3 clusters Score -1.071687e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -10716903.000000 Penalty: 3690.940186
	Iteration 17Q: 3 clusters Score -1.07169e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -10716953.000000 Penalty: 3690.940186
	Iteration 18Q: 3 clusters Score -1.071695e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -10717013.000000 Penalty: 3690.940186
	Iteration 19Q: 3 clusters Score -1.071701e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -10717031.000000 Penalty: 3690.940186
	Iteration 20F: 3 clusters Score -1.071703e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -10717015.000000 Penalty: 3690.940186
	Iteration 21Q: 3 clusters Score -1.071702e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -10717028.000000 Penalty: 3690.940186
	Iteration 22Q: 3 clusters Score -1.071703e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -10717069.000000 Penalty: 3690.940186
	Iteration 23Q: 3 clusters Score -1.071707e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -10717083.000000 Penalty: 3690.940186
	Iteration 24Q: 3 clusters Score -1.071708e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -10717062.000000 Penalty: 3690.940186
	Iteration 25Q: 3 clusters Score -1.071706e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -10717104.000000 Penalty: 3690.940186
	Iteration 26Q: 3 clusters Score -1.07171e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -10717156.000000 Penalty: 3690.940186
	Iteration 27Q: 3 clusters Score -1.071716e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -10717155.000000 Penalty: 3690.940186
	Iteration 28Q: 3 clusters Score -1.071716e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -10717138.000000 Penalty: 3690.940186
	Iteration 29Q: 3 clusters Score -1.071714e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -10717135.000000 Penalty: 3690.940186
	Iteration 30Q: 3 clusters Score -1.071714e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -10717140.000000 Penalty: 3690.940186
	Iteration 31Q: 3 clusters Score -1.071714e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -10717159.000000 Penalty: 3690.940186
	Iteration 32Q: 3 clusters Score -1.071716e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -10717143.000000 Penalty: 3690.940186
	Iteration 33Q: 3 clusters Score -1.071714e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -10717136.000000 Penalty: 3690.940186
	Iteration 34Q: 3 clusters Score -1.071714e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -10717132.000000 Penalty: 3690.940186
	Iteration 35Q: 3 clusters Score -1.071713e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -10717137.000000 Penalty: 3690.940186
	Iteration 36Q: 3 clusters Score -1.071714e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -10717136.000000 Penalty: 3690.940186
	Iteration 37Q: 3 clusters Score -1.071714e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -10717175.000000 Penalty: 3690.940186
	Iteration 38Q: 3 clusters Score -1.071718e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -10717167.000000 Penalty: 3690.940186
	Iteration 39Q: 3 clusters Score -1.071717e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -10717171.000000 Penalty: 3690.940186
	Iteration 40F: 3 clusters Score -1.071717e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -10717174.000000 Penalty: 3690.940186
	Iteration 41Q: 3 clusters Score -1.071717e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -10717182.000000 Penalty: 3690.940186
	Iteration 42Q: 3 clusters Score -1.071718e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -10717186.000000 Penalty: 3690.940186
	Iteration 43Q: 3 clusters Score -1.071719e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -10717201.000000 Penalty: 3690.940186
	Iteration 44Q: 3 clusters Score -1.07172e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -10717194.000000 Penalty: 3690.940186
	Iteration 45Q: 3 clusters Score -1.071719e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -10717184.000000 Penalty: 3690.940186
	Iteration 46Q: 3 clusters Score -1.071718e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -10717178.000000 Penalty: 3690.940186
	Iteration 47Q: 3 clusters Score -1.071718e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -10717183.000000 Penalty: 3690.940186
	Iteration 48Q: 3 clusters Score -1.071718e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -10717180.000000 Penalty: 3690.940186
	Iteration 49Q: 3 clusters Score -1.071718e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -10717189.000000 Penalty: 3690.940186
	Iteration 50Q: 3 clusters Score -1.071719e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -10717176.000000 Penalty: 3690.940186
	Iteration 51Q: 3 clusters Score -1.071718e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -10717157.000000 Penalty: 3690.940186
	Iteration 52Q: 3 clusters Score -1.071716e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -10717158.000000 Penalty: 3690.940186
	Iteration 53Q: 3 clusters Score -1.071716e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -10717142.000000 Penalty: 3690.940186
	Iteration 54Q: 3 clusters Score -1.071714e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -10717133.000000 Penalty: 3690.940186
	Iteration 55Q: 3 clusters Score -1.071713e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -10717125.000000 Penalty: 3690.940186
	Iteration 56Q: 3 clusters Score -1.071712e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -10717125.000000 Penalty: 3690.940186
	Iteration 57Q: 3 clusters Score -1.071712e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -10717117.000000 Penalty: 3690.940186
	Iteration 58Q: 3 clusters Score -1.071712e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -10717132.000000 Penalty: 3690.940186
	Iteration 59Q: 3 clusters Score -1.071713e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -10717139.000000 Penalty: 3690.940186
	Iteration 60F: 3 clusters Score -1.071714e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -10717123.000000 Penalty: 3690.940186
	Iteration 61Q: 3 clusters Score -1.071712e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -10717138.000000 Penalty: 3690.940186
	Iteration 62Q: 3 clusters Score -1.071714e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -10717138.000000 Penalty: 3690.940186
	Iteration 63Q: 3 clusters Score -1.071714e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -10717122.000000 Penalty: 3690.940186
	Iteration 64Q: 3 clusters Score -1.071712e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -10717121.000000 Penalty: 3690.940186
	Iteration 65Q: 3 clusters Score -1.071712e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -10717116.000000 Penalty: 3690.940186
	Iteration 66Q: 3 clusters Score -1.071712e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -10717119.000000 Penalty: 3690.940186
	Iteration 67Q: 3 clusters Score -1.071712e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -10717133.000000 Penalty: 3690.940186
	Iteration 68Q: 3 clusters Score -1.071713e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -10717145.000000 Penalty: 3690.940186
	Iteration 69Q: 3 clusters Score -1.071714e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -10717128.000000 Penalty: 3690.940186
	Iteration 70Q: 3 clusters Score -1.071713e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -10717140.000000 Penalty: 3690.940186
	Iteration 71Q: 3 clusters Score -1.071714e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -10717164.000000 Penalty: 3690.940186
	Iteration 72Q: 3 clusters Score -1.071716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -10717155.000000 Penalty: 3690.940186
	Iteration 73Q: 3 clusters Score -1.071716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -10717155.000000 Penalty: 3690.940186
	Iteration 74Q: 3 clusters Score -1.071716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -10717150.000000 Penalty: 3690.940186
	Iteration 75Q: 3 clusters Score -1.071715e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -10717155.000000 Penalty: 3690.940186
	Iteration 76Q: 3 clusters Score -1.071716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -10717161.000000 Penalty: 3690.940186
	Iteration 77Q: 3 clusters Score -1.071716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -10717157.000000 Penalty: 3690.940186
	Iteration 78Q: 3 clusters Score -1.071716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -10717157.000000 Penalty: 3690.940186
	Iteration 79Q: 3 clusters Score -1.071716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -10717157.000000 Penalty: 3690.940186
	Iteration 80F: 3 clusters Score -1.071716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -10717151.000000 Penalty: 3690.940186
	Iteration 81Q: 3 clusters Score -1.071715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -10717154.000000 Penalty: 3690.940186
	Iteration 82Q: 3 clusters Score -1.071715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -10717144.000000 Penalty: 3690.940186
	Iteration 83Q: 3 clusters Score -1.071714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -10717150.000000 Penalty: 3690.940186
	Iteration 84Q: 3 clusters Score -1.071715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -10717146.000000 Penalty: 3690.940186
	Iteration 85Q: 3 clusters Score -1.071715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -10717140.000000 Penalty: 3690.940186
	Iteration 86Q: 3 clusters Score -1.071714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -10717136.000000 Penalty: 3690.940186
	Iteration 87Q: 3 clusters Score -1.071714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -10717137.000000 Penalty: 3690.940186
	Iteration 88Q: 3 clusters Score -1.071714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -10717137.000000 Penalty: 3690.940186
	Iteration 89F: 3 clusters Score -1.071714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -38026.714844 Penalty: 971.568909
	Iteration 0F: 2 clusters Score -38026.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37152.851562 Penalty: 1943.137817
	Iteration 0F: 3 clusters Score -37152.85 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37551.160156 Penalty: 1943.137817
	Iteration 1F: 3 clusters Score -37551.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37797.410156 Penalty: 1943.137817
	Iteration 2F: 3 clusters Score -37797.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37895.480469 Penalty: 1943.137817
	Iteration 3F: 3 clusters Score -37895.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37941.609375 Penalty: 1943.137817
	Iteration 4Q: 3 clusters Score -37941.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37982.757812 Penalty: 1943.137817
	Iteration 5Q: 3 clusters Score -37982.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -38008.671875 Penalty: 1943.137817
	Iteration 6Q: 3 clusters Score -38008.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -38035.484375 Penalty: 1943.137817
	Iteration 7Q: 3 clusters Score -38035.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -38061.234375 Penalty: 1943.137817
	Iteration 8Q: 3 clusters Score -38061.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -38085.976562 Penalty: 1943.137817
	Iteration 9Q: 3 clusters Score -38085.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38119.000000 Penalty: 1943.137817
	Iteration 10Q: 3 clusters Score -38119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38122.859375 Penalty: 1943.137817
	Iteration 11Q: 3 clusters Score -38122.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38122.859375 Penalty: 1943.137817
	Iteration 12F: 3 clusters Score -38122.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 89732 members 
Mstep: Class 6 contains 28606 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 9373 members 
Mstep: Class 9 contains 94778 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 8094 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 89950 members 
Mstep: Class 16 contains 92306 members 
Mstep: Class 17 contains 85540 members 
Mstep: Class 18 contains 275 members 
Mstep: Class 19 contains 62471 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 81827 members 
Mstep: Class 23 contains 2477 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 6263 members 
Mstep: Class 27 contains 31456 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 85370 members 
Mstep: Class 30 contains 1573 members 
Mstep: Class 31 contains 10633 members 
Mstep: Class 32 contains 120 members 
Entering Unmasked Estep 
Score: -102221776.000000 Penalty: 70941.500000
Splitting cluster 18 changes total score from -102222624.000000 to -102221776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (62471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Entering Unmasked Estep 
Score: -7667249.000000 Penalty: 1794.399414
	Iteration 0F: 2 clusters Score -7667249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -7625662.500000 Penalty: 3588.798828
	Iteration 0F: 3 clusters Score -7625662 nChanged 29618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -7642206.500000 Penalty: 3588.798828
	Iteration 1F: 3 clusters Score -7642206 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -7642626.500000 Penalty: 3588.798828
	Iteration 2Q: 3 clusters Score -7642626 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -7643072.000000 Penalty: 3588.798828
	Iteration 3Q: 3 clusters Score -7643072 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -7643647.500000 Penalty: 3588.798828
	Iteration 4Q: 3 clusters Score -7643648 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -7644324.500000 Penalty: 3588.798828
	Iteration 5Q: 3 clusters Score -7644324 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -7645257.500000 Penalty: 3588.798828
	Iteration 6Q: 3 clusters Score -7645258 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -7646663.500000 Penalty: 3588.798828
	Iteration 7Q: 3 clusters Score -7646664 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -7648852.500000 Penalty: 3588.798828
	Iteration 8F: 3 clusters Score -7648852 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -7651693.500000 Penalty: 3588.798828
	Iteration 9F: 3 clusters Score -7651694 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -7654659.500000 Penalty: 3588.798828
	Iteration 10F: 3 clusters Score -7654660 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -7656754.000000 Penalty: 3588.798828
	Iteration 11F: 3 clusters Score -7656754 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -7657906.500000 Penalty: 3588.798828
	Iteration 12Q: 3 clusters Score -7657906 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -7658513.000000 Penalty: 3588.798828
	Iteration 13Q: 3 clusters Score -7658513 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -7658985.500000 Penalty: 3588.798828
	Iteration 14Q: 3 clusters Score -7658986 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -7659384.500000 Penalty: 3588.798828
	Iteration 15Q: 3 clusters Score -7659384 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -7659804.500000 Penalty: 3588.798828
	Iteration 16Q: 3 clusters Score -7659804 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -7660253.500000 Penalty: 3588.798828
	Iteration 17Q: 3 clusters Score -7660254 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -7660712.500000 Penalty: 3588.798828
	Iteration 18Q: 3 clusters Score -7660712 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -7661233.500000 Penalty: 3588.798828
	Iteration 19Q: 3 clusters Score -7661234 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -7661728.500000 Penalty: 3588.798828
	Iteration 20F: 3 clusters Score -7661728 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -7662247.000000 Penalty: 3588.798828
	Iteration 21Q: 3 clusters Score -7662247 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -7662686.000000 Penalty: 3588.798828
	Iteration 22Q: 3 clusters Score -7662686 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -7663121.000000 Penalty: 3588.798828
	Iteration 23Q: 3 clusters Score -7663121 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7663535.000000 Penalty: 3588.798828
	Iteration 24Q: 3 clusters Score -7663535 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -7663944.500000 Penalty: 3588.798828
	Iteration 25Q: 3 clusters Score -7663944 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7664303.500000 Penalty: 3588.798828
	Iteration 26Q: 3 clusters Score -7664304 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7664626.500000 Penalty: 3588.798828
	Iteration 27Q: 3 clusters Score -7664626 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7664891.500000 Penalty: 3588.798828
	Iteration 28Q: 3 clusters Score -7664892 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7665084.000000 Penalty: 3588.798828
	Iteration 29Q: 3 clusters Score -7665084 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7665216.500000 Penalty: 3588.798828
	Iteration 30Q: 3 clusters Score -7665216 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7665350.000000 Penalty: 3588.798828
	Iteration 31Q: 3 clusters Score -7665350 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7665460.500000 Penalty: 3588.798828
	Iteration 32Q: 3 clusters Score -7665460 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7665533.500000 Penalty: 3588.798828
	Iteration 33Q: 3 clusters Score -7665534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7665571.500000 Penalty: 3588.798828
	Iteration 34Q: 3 clusters Score -7665572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7665610.500000 Penalty: 3588.798828
	Iteration 35Q: 3 clusters Score -7665610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7665649.000000 Penalty: 3588.798828
	Iteration 36Q: 3 clusters Score -7665649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7665672.500000 Penalty: 3588.798828
	Iteration 37Q: 3 clusters Score -7665672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7665691.500000 Penalty: 3588.798828
	Iteration 38Q: 3 clusters Score -7665692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7665701.500000 Penalty: 3588.798828
	Iteration 39Q: 3 clusters Score -7665702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7665704.500000 Penalty: 3588.798828
	Iteration 40F: 3 clusters Score -7665704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7665709.000000 Penalty: 3588.798828
	Iteration 41Q: 3 clusters Score -7665709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7665710.500000 Penalty: 3588.798828
	Iteration 42Q: 3 clusters Score -7665710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7665713.500000 Penalty: 3588.798828
	Iteration 43Q: 3 clusters Score -7665714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7665709.000000 Penalty: 3588.798828
	Iteration 44Q: 3 clusters Score -7665709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7665710.000000 Penalty: 3588.798828
	Iteration 45Q: 3 clusters Score -7665710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7665708.000000 Penalty: 3588.798828
	Iteration 46Q: 3 clusters Score -7665708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7665711.500000 Penalty: 3588.798828
	Iteration 47Q: 3 clusters Score -7665712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7665714.500000 Penalty: 3588.798828
	Iteration 48Q: 3 clusters Score -7665714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7665717.000000 Penalty: 3588.798828
	Iteration 49Q: 3 clusters Score -7665717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7665722.500000 Penalty: 3588.798828
	Iteration 50Q: 3 clusters Score -7665722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7665728.000000 Penalty: 3588.798828
	Iteration 51Q: 3 clusters Score -7665728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7665728.000000 Penalty: 3588.798828
	Iteration 52F: 3 clusters Score -7665728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Entering Unmasked Estep 
Score: -364957.875000 Penalty: 1307.824219
	Iteration 0F: 2 clusters Score -364957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -362172.531250 Penalty: 2615.648438
	Iteration 0F: 3 clusters Score -362172.5 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -362949.906250 Penalty: 2615.648438
	Iteration 1F: 3 clusters Score -362949.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -363173.968750 Penalty: 2615.648438
	Iteration 2F: 3 clusters Score -363174 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -363380.812500 Penalty: 2615.648438
	Iteration 3F: 3 clusters Score -363380.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -363533.312500 Penalty: 2615.648438
	Iteration 4F: 3 clusters Score -363533.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -363687.312500 Penalty: 2615.648438
	Iteration 5Q: 3 clusters Score -363687.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -363828.312500 Penalty: 2615.648438
	Iteration 6Q: 3 clusters Score -363828.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -363960.468750 Penalty: 2615.648438
	Iteration 7Q: 3 clusters Score -363960.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -364045.656250 Penalty: 2615.648438
	Iteration 8Q: 3 clusters Score -364045.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -364104.781250 Penalty: 2615.648438
	Iteration 9Q: 3 clusters Score -364104.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -364137.187500 Penalty: 2615.648438
	Iteration 10Q: 3 clusters Score -364137.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -364157.718750 Penalty: 2615.648438
	Iteration 11Q: 3 clusters Score -364157.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -364175.750000 Penalty: 2615.648438
	Iteration 12Q: 3 clusters Score -364175.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -364189.937500 Penalty: 2615.648438
	Iteration 13Q: 3 clusters Score -364189.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -364201.625000 Penalty: 2615.648438
	Iteration 14Q: 3 clusters Score -364201.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -364210.281250 Penalty: 2615.648438
	Iteration 15Q: 3 clusters Score -364210.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -364215.812500 Penalty: 2615.648438
	Iteration 16Q: 3 clusters Score -364215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -364216.812500 Penalty: 2615.648438
	Iteration 17Q: 3 clusters Score -364216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -364217.031250 Penalty: 2615.648438
	Iteration 18Q: 3 clusters Score -364217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -364217.562500 Penalty: 2615.648438
	Iteration 19Q: 3 clusters Score -364217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -364218.968750 Penalty: 2615.648438
	Iteration 20F: 3 clusters Score -364219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -364219.250000 Penalty: 2615.648438
	Iteration 21Q: 3 clusters Score -364219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -364220.968750 Penalty: 2615.648438
	Iteration 22Q: 3 clusters Score -364221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -364220.875000 Penalty: 2615.648438
	Iteration 23Q: 3 clusters Score -364220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -364221.781250 Penalty: 2615.648438
	Iteration 24Q: 3 clusters Score -364221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -364222.031250 Penalty: 2615.648438
	Iteration 25Q: 3 clusters Score -364222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -364222.500000 Penalty: 2615.648438
	Iteration 26Q: 3 clusters Score -364222.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -364222.718750 Penalty: 2615.648438
	Iteration 27Q: 3 clusters Score -364222.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -364223.593750 Penalty: 2615.648438
	Iteration 28Q: 3 clusters Score -364223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -364228.343750 Penalty: 2615.648438
	Iteration 29Q: 3 clusters Score -364228.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -364231.625000 Penalty: 2615.648438
	Iteration 30Q: 3 clusters Score -364231.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -364233.656250 Penalty: 2615.648438
	Iteration 31Q: 3 clusters Score -364233.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -364238.656250 Penalty: 2615.648438
	Iteration 32Q: 3 clusters Score -364238.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -364249.000000 Penalty: 2615.648438
	Iteration 33Q: 3 clusters Score -364249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -364259.906250 Penalty: 2615.648438
	Iteration 34Q: 3 clusters Score -364259.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -364277.437500 Penalty: 2615.648438
	Iteration 35Q: 3 clusters Score -364277.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -364298.187500 Penalty: 2615.648438
	Iteration 36Q: 3 clusters Score -364298.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -364320.531250 Penalty: 2615.648438
	Iteration 37Q: 3 clusters Score -364320.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -364335.218750 Penalty: 2615.648438
	Iteration 38Q: 3 clusters Score -364335.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -364352.718750 Penalty: 2615.648438
	Iteration 39Q: 3 clusters Score -364352.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -364371.093750 Penalty: 2615.648438
	Iteration 40F: 3 clusters Score -364371.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -364396.375000 Penalty: 2615.648438
	Iteration 41Q: 3 clusters Score -364396.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -364419.906250 Penalty: 2615.648438
	Iteration 42Q: 3 clusters Score -364419.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -364430.187500 Penalty: 2615.648438
	Iteration 43Q: 3 clusters Score -364430.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -364439.343750 Penalty: 2615.648438
	Iteration 44Q: 3 clusters Score -364439.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -364443.781250 Penalty: 2615.648438
	Iteration 45Q: 3 clusters Score -364443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -364446.937500 Penalty: 2615.648438
	Iteration 46Q: 3 clusters Score -364446.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -364453.812500 Penalty: 2615.648438
	Iteration 47Q: 3 clusters Score -364453.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -364462.187500 Penalty: 2615.648438
	Iteration 48Q: 3 clusters Score -364462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -364467.562500 Penalty: 2615.648438
	Iteration 49Q: 3 clusters Score -364467.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -364471.250000 Penalty: 2615.648438
	Iteration 50Q: 3 clusters Score -364471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -364473.750000 Penalty: 2615.648438
	Iteration 51Q: 3 clusters Score -364473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -364477.031250 Penalty: 2615.648438
	Iteration 52Q: 3 clusters Score -364477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -364477.812500 Penalty: 2615.648438
	Iteration 53Q: 3 clusters Score -364477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -364478.593750 Penalty: 2615.648438
	Iteration 54Q: 3 clusters Score -364478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -364479.468750 Penalty: 2615.648438
	Iteration 55Q: 3 clusters Score -364479.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -364480.125000 Penalty: 2615.648438
	Iteration 56Q: 3 clusters Score -364480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -364481.937500 Penalty: 2615.648438
	Iteration 57Q: 3 clusters Score -364481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -364481.687500 Penalty: 2615.648438
	Iteration 58Q: 3 clusters Score -364481.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -364482.812500 Penalty: 2615.648438
	Iteration 59Q: 3 clusters Score -364482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -364483.687500 Penalty: 2615.648438
	Iteration 60F: 3 clusters Score -364483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -364483.375000 Penalty: 2615.648438
	Iteration 61Q: 3 clusters Score -364483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -364483.937500 Penalty: 2615.648438
	Iteration 62Q: 3 clusters Score -364483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -364483.937500 Penalty: 2615.648438
	Iteration 63F: 3 clusters Score -364483.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Entering Unmasked Estep 
Score: -399850.000000 Penalty: 1322.374390
	Iteration 0F: 2 clusters Score -399850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -396869.218750 Penalty: 2644.748779
	Iteration 0F: 3 clusters Score -396869.2 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -397635.968750 Penalty: 2644.748779
	Iteration 1F: 3 clusters Score -397636 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -397793.500000 Penalty: 2644.748779
	Iteration 2F: 3 clusters Score -397793.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -397907.312500 Penalty: 2644.748779
	Iteration 3F: 3 clusters Score -397907.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -397981.875000 Penalty: 2644.748779
	Iteration 4Q: 3 clusters Score -397981.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -398048.781250 Penalty: 2644.748779
	Iteration 5Q: 3 clusters Score -398048.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -398119.343750 Penalty: 2644.748779
	Iteration 6Q: 3 clusters Score -398119.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -398183.781250 Penalty: 2644.748779
	Iteration 7Q: 3 clusters Score -398183.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -398259.781250 Penalty: 2644.748779
	Iteration 8Q: 3 clusters Score -398259.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -398322.875000 Penalty: 2644.748779
	Iteration 9Q: 3 clusters Score -398322.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -398404.531250 Penalty: 2644.748779
	Iteration 10Q: 3 clusters Score -398404.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -398501.250000 Penalty: 2644.748779
	Iteration 11Q: 3 clusters Score -398501.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -398568.843750 Penalty: 2644.748779
	Iteration 12Q: 3 clusters Score -398568.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -398630.406250 Penalty: 2644.748779
	Iteration 13Q: 3 clusters Score -398630.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -398681.250000 Penalty: 2644.748779
	Iteration 14Q: 3 clusters Score -398681.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -398727.750000 Penalty: 2644.748779
	Iteration 15Q: 3 clusters Score -398727.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -398768.312500 Penalty: 2644.748779
	Iteration 16Q: 3 clusters Score -398768.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -398796.593750 Penalty: 2644.748779
	Iteration 17Q: 3 clusters Score -398796.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -398820.500000 Penalty: 2644.748779
	Iteration 18Q: 3 clusters Score -398820.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -398847.687500 Penalty: 2644.748779
	Iteration 19Q: 3 clusters Score -398847.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -398865.406250 Penalty: 2644.748779
	Iteration 20F: 3 clusters Score -398865.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -398877.750000 Penalty: 2644.748779
	Iteration 21Q: 3 clusters Score -398877.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -398885.000000 Penalty: 2644.748779
	Iteration 22Q: 3 clusters Score -398885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -398891.250000 Penalty: 2644.748779
	Iteration 23Q: 3 clusters Score -398891.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -398894.937500 Penalty: 2644.748779
	Iteration 24Q: 3 clusters Score -398894.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -398897.281250 Penalty: 2644.748779
	Iteration 25Q: 3 clusters Score -398897.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -398900.406250 Penalty: 2644.748779
	Iteration 26Q: 3 clusters Score -398900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -398903.968750 Penalty: 2644.748779
	Iteration 27Q: 3 clusters Score -398904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -398908.625000 Penalty: 2644.748779
	Iteration 28Q: 3 clusters Score -398908.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -398911.093750 Penalty: 2644.748779
	Iteration 29Q: 3 clusters Score -398911.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -398914.281250 Penalty: 2644.748779
	Iteration 30Q: 3 clusters Score -398914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -398916.156250 Penalty: 2644.748779
	Iteration 31Q: 3 clusters Score -398916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -398916.937500 Penalty: 2644.748779
	Iteration 32Q: 3 clusters Score -398916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -398917.437500 Penalty: 2644.748779
	Iteration 33Q: 3 clusters Score -398917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -398919.625000 Penalty: 2644.748779
	Iteration 34Q: 3 clusters Score -398919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -398920.937500 Penalty: 2644.748779
	Iteration 35Q: 3 clusters Score -398920.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -398921.875000 Penalty: 2644.748779
	Iteration 36Q: 3 clusters Score -398921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -398924.406250 Penalty: 2644.748779
	Iteration 37Q: 3 clusters Score -398924.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -398927.937500 Penalty: 2644.748779
	Iteration 38Q: 3 clusters Score -398927.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -398934.125000 Penalty: 2644.748779
	Iteration 39Q: 3 clusters Score -398934.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -398942.812500 Penalty: 2644.748779
	Iteration 40F: 3 clusters Score -398942.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -398945.593750 Penalty: 2644.748779
	Iteration 41Q: 3 clusters Score -398945.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -398947.875000 Penalty: 2644.748779
	Iteration 42Q: 3 clusters Score -398947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -398950.500000 Penalty: 2644.748779
	Iteration 43Q: 3 clusters Score -398950.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -398952.843750 Penalty: 2644.748779
	Iteration 44Q: 3 clusters Score -398952.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -398953.718750 Penalty: 2644.748779
	Iteration 45Q: 3 clusters Score -398953.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -398956.656250 Penalty: 2644.748779
	Iteration 46Q: 3 clusters Score -398956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -398957.031250 Penalty: 2644.748779
	Iteration 47Q: 3 clusters Score -398957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -398958.406250 Penalty: 2644.748779
	Iteration 48Q: 3 clusters Score -398958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -398961.750000 Penalty: 2644.748779
	Iteration 49Q: 3 clusters Score -398961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -398962.312500 Penalty: 2644.748779
	Iteration 50Q: 3 clusters Score -398962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -398962.437500 Penalty: 2644.748779
	Iteration 51Q: 3 clusters Score -398962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -398963.812500 Penalty: 2644.748779
	Iteration 52Q: 3 clusters Score -398963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -398963.062500 Penalty: 2644.748779
	Iteration 53Q: 3 clusters Score -398963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -398963.062500 Penalty: 2644.748779
	Iteration 54F: 3 clusters Score -398963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Entering Unmasked Estep 
Score: -10114901.000000 Penalty: 1838.258911
	Iteration 0F: 2 clusters Score -1.01149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -10060440.000000 Penalty: 3676.517822
	Iteration 0F: 3 clusters Score -1.006044e+07 nChanged 39121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -10083037.000000 Penalty: 3676.517822
	Iteration 1F: 3 clusters Score -1.008304e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -10084052.000000 Penalty: 3676.517822
	Iteration 2Q: 3 clusters Score -1.008405e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -10085415.000000 Penalty: 3676.517822
	Iteration 3Q: 3 clusters Score -1.008542e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -10087408.000000 Penalty: 3676.517822
	Iteration 4F: 3 clusters Score -1.008741e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -10090610.000000 Penalty: 3676.517822
	Iteration 5F: 3 clusters Score -1.009061e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -10095452.000000 Penalty: 3676.517822
	Iteration 6F: 3 clusters Score -1.009545e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -10101296.000000 Penalty: 3676.517822
	Iteration 7F: 3 clusters Score -1.01013e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -10105711.000000 Penalty: 3676.517822
	Iteration 8F: 3 clusters Score -1.010571e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -10107608.000000 Penalty: 3676.517822
	Iteration 9Q: 3 clusters Score -1.010761e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -10108535.000000 Penalty: 3676.517822
	Iteration 10Q: 3 clusters Score -1.010854e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -10109218.000000 Penalty: 3676.517822
	Iteration 11Q: 3 clusters Score -1.010922e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -10109736.000000 Penalty: 3676.517822
	Iteration 12Q: 3 clusters Score -1.010974e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -10110178.000000 Penalty: 3676.517822
	Iteration 13Q: 3 clusters Score -1.011018e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -10110558.000000 Penalty: 3676.517822
	Iteration 14Q: 3 clusters Score -1.011056e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -10110877.000000 Penalty: 3676.517822
	Iteration 15Q: 3 clusters Score -1.011088e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -10111205.000000 Penalty: 3676.517822
	Iteration 16Q: 3 clusters Score -1.01112e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -10111434.000000 Penalty: 3676.517822
	Iteration 17Q: 3 clusters Score -1.011143e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -10111615.000000 Penalty: 3676.517822
	Iteration 18Q: 3 clusters Score -1.011162e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -10111797.000000 Penalty: 3676.517822
	Iteration 19Q: 3 clusters Score -1.01118e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -10111955.000000 Penalty: 3676.517822
	Iteration 20F: 3 clusters Score -1.011196e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -10112065.000000 Penalty: 3676.517822
	Iteration 21Q: 3 clusters Score -1.011206e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -10112164.000000 Penalty: 3676.517822
	Iteration 22Q: 3 clusters Score -1.011216e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -10112285.000000 Penalty: 3676.517822
	Iteration 23Q: 3 clusters Score -1.011228e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -10112444.000000 Penalty: 3676.517822
	Iteration 24Q: 3 clusters Score -1.011244e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -10112571.000000 Penalty: 3676.517822
	Iteration 25Q: 3 clusters Score -1.011257e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -10112667.000000 Penalty: 3676.517822
	Iteration 26Q: 3 clusters Score -1.011267e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -10112721.000000 Penalty: 3676.517822
	Iteration 27Q: 3 clusters Score -1.011272e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -10112835.000000 Penalty: 3676.517822
	Iteration 28Q: 3 clusters Score -1.011284e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -10112902.000000 Penalty: 3676.517822
	Iteration 29Q: 3 clusters Score -1.01129e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -10112977.000000 Penalty: 3676.517822
	Iteration 30Q: 3 clusters Score -1.011298e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -10113020.000000 Penalty: 3676.517822
	Iteration 31Q: 3 clusters Score -1.011302e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -10113105.000000 Penalty: 3676.517822
	Iteration 32Q: 3 clusters Score -1.01131e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -10113161.000000 Penalty: 3676.517822
	Iteration 33Q: 3 clusters Score -1.011316e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -10113234.000000 Penalty: 3676.517822
	Iteration 34Q: 3 clusters Score -1.011323e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -10113320.000000 Penalty: 3676.517822
	Iteration 35Q: 3 clusters Score -1.011332e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -10113372.000000 Penalty: 3676.517822
	Iteration 36Q: 3 clusters Score -1.011337e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -10113398.000000 Penalty: 3676.517822
	Iteration 37Q: 3 clusters Score -1.01134e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -10113432.000000 Penalty: 3676.517822
	Iteration 38Q: 3 clusters Score -1.011343e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -10113433.000000 Penalty: 3676.517822
	Iteration 39Q: 3 clusters Score -1.011343e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75064 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -10113458.000000 Penalty: 3676.517822
	Iteration 40F: 3 clusters Score -1.011346e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -10113505.000000 Penalty: 3676.517822
	Iteration 41Q: 3 clusters Score -1.01135e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -10113553.000000 Penalty: 3676.517822
	Iteration 42Q: 3 clusters Score -1.011355e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -10113573.000000 Penalty: 3676.517822
	Iteration 43Q: 3 clusters Score -1.011357e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -10113608.000000 Penalty: 3676.517822
	Iteration 44Q: 3 clusters Score -1.011361e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -10113636.000000 Penalty: 3676.517822
	Iteration 45Q: 3 clusters Score -1.011364e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -10113690.000000 Penalty: 3676.517822
	Iteration 46Q: 3 clusters Score -1.011369e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -10113693.000000 Penalty: 3676.517822
	Iteration 47Q: 3 clusters Score -1.011369e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -10113723.000000 Penalty: 3676.517822
	Iteration 48Q: 3 clusters Score -1.011372e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -10113733.000000 Penalty: 3676.517822
	Iteration 49Q: 3 clusters Score -1.011373e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -10113747.000000 Penalty: 3676.517822
	Iteration 50Q: 3 clusters Score -1.011375e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -10113729.000000 Penalty: 3676.517822
	Iteration 51Q: 3 clusters Score -1.011373e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -10113726.000000 Penalty: 3676.517822
	Iteration 52Q: 3 clusters Score -1.011373e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -10113752.000000 Penalty: 3676.517822
	Iteration 53Q: 3 clusters Score -1.011375e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -10113740.000000 Penalty: 3676.517822
	Iteration 54Q: 3 clusters Score -1.011374e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -10113710.000000 Penalty: 3676.517822
	Iteration 55Q: 3 clusters Score -1.011371e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -10113729.000000 Penalty: 3676.517822
	Iteration 56Q: 3 clusters Score -1.011373e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -10113747.000000 Penalty: 3676.517822
	Iteration 57Q: 3 clusters Score -1.011375e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -10113758.000000 Penalty: 3676.517822
	Iteration 58Q: 3 clusters Score -1.011376e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -10113779.000000 Penalty: 3676.517822
	Iteration 59Q: 3 clusters Score -1.011378e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -10113783.000000 Penalty: 3676.517822
	Iteration 60F: 3 clusters Score -1.011378e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -10113766.000000 Penalty: 3676.517822
	Iteration 61Q: 3 clusters Score -1.011377e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -10113768.000000 Penalty: 3676.517822
	Iteration 62Q: 3 clusters Score -1.011377e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -10113785.000000 Penalty: 3676.517822
	Iteration 63Q: 3 clusters Score -1.011378e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -10113776.000000 Penalty: 3676.517822
	Iteration 64Q: 3 clusters Score -1.011378e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -10113806.000000 Penalty: 3676.517822
	Iteration 65Q: 3 clusters Score -1.011381e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10113810.000000 Penalty: 3676.517822
	Iteration 66Q: 3 clusters Score -1.011381e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -10113818.000000 Penalty: 3676.517822
	Iteration 67Q: 3 clusters Score -1.011382e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -10113814.000000 Penalty: 3676.517822
	Iteration 68Q: 3 clusters Score -1.011381e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -10113810.000000 Penalty: 3676.517822
	Iteration 69Q: 3 clusters Score -1.011381e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -10113813.000000 Penalty: 3676.517822
	Iteration 70Q: 3 clusters Score -1.011381e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -10113819.000000 Penalty: 3676.517822
	Iteration 71Q: 3 clusters Score -1.011382e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -10113800.000000 Penalty: 3676.517822
	Iteration 72Q: 3 clusters Score -1.01138e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -10113801.000000 Penalty: 3676.517822
	Iteration 73Q: 3 clusters Score -1.01138e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78180 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -10113807.000000 Penalty: 3676.517822
	Iteration 74Q: 3 clusters Score -1.011381e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -10113820.000000 Penalty: 3676.517822
	Iteration 75Q: 3 clusters Score -1.011382e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -10113856.000000 Penalty: 3676.517822
	Iteration 76Q: 3 clusters Score -1.011386e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -10113868.000000 Penalty: 3676.517822
	Iteration 77Q: 3 clusters Score -1.011387e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -10113866.000000 Penalty: 3676.517822
	Iteration 78Q: 3 clusters Score -1.011387e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -10113858.000000 Penalty: 3676.517822
	Iteration 79Q: 3 clusters Score -1.011386e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10113875.000000 Penalty: 3676.517822
	Iteration 80F: 3 clusters Score -1.011388e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -10113880.000000 Penalty: 3676.517822
	Iteration 81Q: 3 clusters Score -1.011388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78513 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -10113884.000000 Penalty: 3676.517822
	Iteration 82Q: 3 clusters Score -1.011388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -10113900.000000 Penalty: 3676.517822
	Iteration 83Q: 3 clusters Score -1.01139e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78566 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -10113889.000000 Penalty: 3676.517822
	Iteration 84Q: 3 clusters Score -1.011389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -10113922.000000 Penalty: 3676.517822
	Iteration 85Q: 3 clusters Score -1.011392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -10113922.000000 Penalty: 3676.517822
	Iteration 86Q: 3 clusters Score -1.011392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -10113922.000000 Penalty: 3676.517822
	Iteration 87Q: 3 clusters Score -1.011392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -10113911.000000 Penalty: 3676.517822
	Iteration 88Q: 3 clusters Score -1.011391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -10113913.000000 Penalty: 3676.517822
	Iteration 89Q: 3 clusters Score -1.011391e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -10113910.000000 Penalty: 3676.517822
	Iteration 90Q: 3 clusters Score -1.011391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78692 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -10113909.000000 Penalty: 3676.517822
	Iteration 91Q: 3 clusters Score -1.011391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -10113920.000000 Penalty: 3676.517822
	Iteration 92Q: 3 clusters Score -1.011392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -10113905.000000 Penalty: 3676.517822
	Iteration 93Q: 3 clusters Score -1.01139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -10113924.000000 Penalty: 3676.517822
	Iteration 94Q: 3 clusters Score -1.011392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -10113925.000000 Penalty: 3676.517822
	Iteration 95Q: 3 clusters Score -1.011392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -10113911.000000 Penalty: 3676.517822
	Iteration 96Q: 3 clusters Score -1.011391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78783 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -10113902.000000 Penalty: 3676.517822
	Iteration 97Q: 3 clusters Score -1.01139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -10113900.000000 Penalty: 3676.517822
	Iteration 98Q: 3 clusters Score -1.01139e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -10113905.000000 Penalty: 3676.517822
	Iteration 99Q: 3 clusters Score -1.01139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -10113910.000000 Penalty: 3676.517822
	Iteration 100F: 3 clusters Score -1.011391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -10113925.000000 Penalty: 3676.517822
	Iteration 101Q: 3 clusters Score -1.011392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -10113920.000000 Penalty: 3676.517822
	Iteration 102Q: 3 clusters Score -1.011392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -10113918.000000 Penalty: 3676.517822
	Iteration 103Q: 3 clusters Score -1.011392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -10113890.000000 Penalty: 3676.517822
	Iteration 104Q: 3 clusters Score -1.011389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -10113898.000000 Penalty: 3676.517822
	Iteration 105Q: 3 clusters Score -1.01139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -10113908.000000 Penalty: 3676.517822
	Iteration 106Q: 3 clusters Score -1.011391e+07 nChanged 5
Entering Unmasked Mstep 
M